diff --git a/nnActive_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/loop_000/summary.json b/nnActive_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/loop_000/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cf8871541ca5a32b13dfb85772b1a565500626e0 --- /dev/null +++ b/nnActive_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/loop_000/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.5116798412326439, + "FN": 51239.17600000001, + "FP": 34622.90133333333, + "IoU": 0.40458675221862167, + "TN": 96235747.40799999, + "TP": 135351.35466666668, + "n_pred": 169974.25599999994, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.7986377893877149, + "FN": 44577.46, + "FP": 23473.76, + "IoU": 0.7028420670081451, + "TN": 96239198.94, + "TP": 149710.68, + "n_pred": 173184.44, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.5183552783415777, + "FN": 33656.38, + "FP": 34675.14, + "IoU": 0.3699838492586519, + "TN": 96348063.14, + "TP": 40566.18, + "n_pred": 75241.32, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.0, + "FN": 3700.38, + "FP": 0.0, + "IoU": 0.0, + "TN": 96453260.46, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.0, + "FN": 4236.66, + "FP": 0.0, + "IoU": 0.0, + "TN": 96452724.18, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.3816707398296037, + "FN": 39984.9, + "FP": 14387.64, + "IoU": 0.24834724512067755, + "TN": 96384715.06, + "TP": 17873.24, + "n_pred": 32260.88, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.6031326972711671, + "FN": 70704.04, + "FP": 23702.16, + "IoU": 0.4743744539743526, + "TN": 96294900.54, + "TP": 67654.1, + "n_pred": 91356.26, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.499700717881755, + "FN": 29078.12, + "FP": 16494.86, + "IoU": 0.36840699063488497, + "TN": 96386418.94, + "TP": 24968.92, + "n_pred": 41463.78, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.5891979047246424, + "FN": 64631.0, + "FP": 50339.24, + "IoU": 0.4385607286771515, + "TN": 96249779.9, + "TP": 92210.7, + "n_pred": 142549.94, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.5569954201576581, + "FN": 62905.1, + "FP": 51531.62, + "IoU": 0.42127247565333514, + "TN": 96242026.64, + "TP": 100497.48, + "n_pred": 152029.1, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.31160171122092906, + "FN": 20338.5, + "FP": 4160.24, + "IoU": 0.22434824455802652, + "TN": 96426223.1, + "TP": 6239.0, + "n_pred": 10399.24, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.43045497412237427, + "FN": 11767.32, + "FP": 1926.54, + "IoU": 0.3004302079587995, + "TN": 96437882.14, + "TP": 5384.84, + "n_pred": 7311.38, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.8860827368342271, + "FN": 116757.34, + "FP": 229117.6, + "IoU": 0.8059293566551495, + "TN": 94868619.62, + "TP": 1242466.28, + "n_pred": 1471583.88, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.4916968284110457, + "FN": 216787.38, + "FP": 43200.76, + "IoU": 0.3491235519250903, + "TN": 96074835.42, + "TP": 122137.28, + "n_pred": 165338.04, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.8451380870586942, + "FN": 28046.72, + "FP": 13877.66, + "IoU": 0.7402941140146433, + "TN": 96310714.0, + "TP": 104322.46, + "n_pred": 118200.12, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.7625327332482683, + "FN": 21416.34, + "FP": 12456.3, + "IoU": 0.6248879978404175, + "TN": 96366849.04, + "TP": 56239.16, + "n_pred": 68695.46, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.8592898554330787, + "FN": 6355, + "FP": 21920, + "IoU": 0.7532937789023645, + "TN": 119478710, + "TP": 86335, + "n_pred": 108255, + "n_ref": 92690 + }, + "10": { + "Dice": 0.6380622114248022, + "FN": 26484, + "FP": 28937, + "IoU": 0.4684958569894123, + "TN": 119489048, + "TP": 48851, + "n_pred": 77788, + "n_ref": 75335 + }, + "11": { + "Dice": 0.0, + "FN": 3546, + "FP": 0, + "IoU": 0.0, + "TN": 119589774, + "TP": 0, + "n_pred": 0, + "n_ref": 3546 + }, + "12": { + "Dice": 0.0, + "FN": 4465, + "FP": 0, + "IoU": 0.0, + "TN": 119588855, + "TP": 0, + "n_pred": 0, + "n_ref": 4465 + }, + "13": { + "Dice": 0.35436449769506934, + "FN": 36076, + "FP": 24708, + "IoU": 0.21533595817465953, + "TN": 119515855, + "TP": 16681, + "n_pred": 41389, + "n_ref": 52757 + }, + "14": { + "Dice": 0.4171678062443364, + "FN": 181653, + "FP": 2297, + "IoU": 0.2635578224211512, + "TN": 119343538, + "TP": 65832, + "n_pred": 68129, + "n_ref": 247485 + }, + "15": { + "Dice": 0.03887031287317889, + "FN": 30259, + "FP": 98517, + "IoU": 0.01982036839701629, + "TN": 119461940, + "TP": 2604, + "n_pred": 101121, + "n_ref": 32863 + }, + "2": { + "Dice": 0.7768464198624094, + "FN": 24997, + "FP": 41532, + "IoU": 0.6351176438326112, + "TN": 119410990, + "TP": 115801, + "n_pred": 157333, + "n_ref": 140798 + }, + "3": { + "Dice": 0.7433704696836931, + "FN": 57547, + "FP": 20357, + "IoU": 0.5915589692505309, + "TN": 119402585, + "TP": 112831, + "n_pred": 133188, + "n_ref": 170378 + }, + "4": { + "Dice": 0.6762127361555272, + "FN": 37634, + "FP": 739, + "IoU": 0.5108167714136379, + "TN": 119514877, + "TP": 40070, + "n_pred": 40809, + "n_ref": 77704 + }, + "5": { + "Dice": 0.010744349346455916, + "FN": 63883, + "FP": 6276, + "IoU": 0.005401190813722711, + "TN": 119522780, + "TP": 381, + "n_pred": 6657, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9528093984877128, + "FN": 68833, + "FP": 41426, + "IoU": 0.909871991891185, + "TN": 118369960, + "TP": 1113101, + "n_pred": 1154527, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 90063, + "IoU": 0.0, + "TN": 119503257, + "TP": 0, + "n_pred": 90063, + "n_ref": 0 + }, + "8": { + "Dice": 0.7581763155325588, + "FN": 92354, + "FP": 31496, + "IoU": 0.6105345911949686, + "TN": 119275320, + "TP": 194150, + "n_pred": 225646, + "n_ref": 286504 + }, + "9": { + "Dice": 0.7554021444580675, + "FN": 28169, + "FP": 3152, + "IoU": 0.6069447581758401, + "TN": 119513634, + "TP": 48365, + "n_pred": 51517, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8763736765123804, + "FN": 20496, + "FP": 26921, + "IoU": 0.7799511796699523, + "TN": 72610176, + "TP": 168067, + "n_pred": 194988, + "n_ref": 188563 + }, + "10": { + "Dice": 0.4761655372907804, + "FN": 23900, + "FP": 74122, + "IoU": 0.31247851977583413, + "TN": 72683087, + "TP": 44551, + "n_pred": 118673, + "n_ref": 68451 + }, + "11": { + "Dice": 0.0, + "FN": 2247, + "FP": 0, + "IoU": 0.0, + "TN": 72823413, + "TP": 0, + "n_pred": 0, + "n_ref": 2247 + }, + "12": { + "Dice": 0.0, + "FN": 2874, + "FP": 0, + "IoU": 0.0, + "TN": 72822786, + "TP": 0, + "n_pred": 0, + "n_ref": 2874 + }, + "13": { + "Dice": 0.3404184528760637, + "FN": 36882, + "FP": 14661, + "IoU": 0.2051230645857751, + "TN": 72760816, + "TP": 13301, + "n_pred": 27962, + "n_ref": 50183 + }, + "14": { + "Dice": 0.7823541861941765, + "FN": 12201, + "FP": 23790, + "IoU": 0.6425137567293748, + "TN": 72724982, + "TP": 64687, + "n_pred": 88477, + "n_ref": 76888 + }, + "15": { + "Dice": 0.7007334888756729, + "FN": 19505, + "FP": 120, + "IoU": 0.539330062674585, + "TN": 72783059, + "TP": 22976, + "n_pred": 23096, + "n_ref": 42481 + }, + "2": { + "Dice": 0.6961538024132559, + "FN": 13416, + "FP": 93454, + "IoU": 0.5339232523757398, + "TN": 72596363, + "TP": 122427, + "n_pred": 215881, + "n_ref": 135843 + }, + "3": { + "Dice": 0.3554407449929838, + "FN": 99284, + "FP": 1770, + "IoU": 0.2161313092920251, + "TN": 72696743, + "TP": 27863, + "n_pred": 29633, + "n_ref": 127147 + }, + "4": { + "Dice": 0.05387274531950577, + "FN": 26223, + "FP": 1420, + "IoU": 0.02768202602884277, + "TN": 72797230, + "TP": 787, + "n_pred": 2207, + "n_ref": 27010 + }, + "5": { + "Dice": 0.33949453036589966, + "FN": 6839, + "FP": 165, + "IoU": 0.2044525215810995, + "TN": 72816856, + "TP": 1800, + "n_pred": 1965, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9024681610406531, + "FN": 87070, + "FP": 155167, + "IoU": 0.8222705975403425, + "TN": 71462706, + "TP": 1120717, + "n_pred": 1275884, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.5407695536588778, + "FN": 142259, + "FP": 21847, + "IoU": 0.37058543769752383, + "TN": 72564932, + "TP": 96622, + "n_pred": 118469, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9207161125319693, + "FN": 4194, + "FP": 5106, + "IoU": 0.8530805687203792, + "TN": 72762360, + "TP": 54000, + "n_pred": 59106, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8113679791156444, + "FN": 17689, + "FP": 10347, + "IoU": 0.6826065299098855, + "TN": 72737328, + "TP": 60296, + "n_pred": 70643, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9108834160449004, + "FN": 34371, + "FP": 9786, + "IoU": 0.8363506987810708, + "TN": 71539661, + "TP": 225670, + "n_pred": 235456, + "n_ref": 260041 + }, + "10": { + "Dice": 0.6853062580597931, + "FN": 32870, + "FP": 23013, + "IoU": 0.5212668442830096, + "TN": 71692757, + "TP": 60848, + "n_pred": 83861, + "n_ref": 93718 + }, + "11": { + "Dice": 0.0, + "FN": 3369, + "FP": 0, + "IoU": 0.0, + "TN": 71806119, + "TP": 0, + "n_pred": 0, + "n_ref": 3369 + }, + "12": { + "Dice": 0.0, + "FN": 6509, + "FP": 0, + "IoU": 0.0, + "TN": 71802979, + "TP": 0, + "n_pred": 0, + "n_ref": 6509 + }, + "13": { + "Dice": 0.5218371317933997, + "FN": 36814, + "FP": 12826, + "IoU": 0.3530308757021648, + "TN": 71732761, + "TP": 27087, + "n_pred": 39913, + "n_ref": 63901 + }, + "14": { + "Dice": 0.39466254596618855, + "FN": 393704, + "FP": 384, + "IoU": 0.2458439781458411, + "TN": 71286933, + "TP": 128467, + "n_pred": 128851, + "n_ref": 522171 + }, + "15": { + "Dice": 0.24716999750950383, + "FN": 154363, + "FP": 5846, + "IoU": 0.1410119618892386, + "TN": 71622979, + "TP": 26300, + "n_pred": 32146, + "n_ref": 180663 + }, + "2": { + "Dice": 0.6575985153108568, + "FN": 13998, + "FP": 124375, + "IoU": 0.48986724375020735, + "TN": 71538239, + "TP": 132876, + "n_pred": 257251, + "n_ref": 146874 + }, + "3": { + "Dice": 0.43517261442979055, + "FN": 131145, + "FP": 8643, + "IoU": 0.27809624144021317, + "TN": 71615850, + "TP": 53850, + "n_pred": 62493, + "n_ref": 184995 + }, + "4": { + "Dice": 0.6808644754615039, + "FN": 6414, + "FP": 674, + "IoU": 0.5161444467199127, + "TN": 71794839, + "TP": 7561, + "n_pred": 8235, + "n_ref": 13975 + }, + "5": { + "Dice": 0.7439044169324756, + "FN": 3463, + "FP": 1274, + "IoU": 0.5922355169148661, + "TN": 71797871, + "TP": 6880, + "n_pred": 8154, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9383834331335752, + "FN": 57667, + "FP": 98679, + "IoU": 0.8839193569702882, + "TN": 70462614, + "TP": 1190528, + "n_pred": 1289207, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.7505494402284169, + "FN": 75315, + "FP": 30923, + "IoU": 0.6007035927581061, + "TN": 71543425, + "TP": 159825, + "n_pred": 190748, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9188629769077898, + "FN": 8875, + "FP": 3904, + "IoU": 0.8499042741869178, + "TN": 71724349, + "TP": 72360, + "n_pred": 76264, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8433062674005661, + "FN": 15611, + "FP": 11348, + "IoU": 0.7290661681942434, + "TN": 71709984, + "TP": 72545, + "n_pred": 83893, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9383544188148853, + "FN": 19051, + "FP": 6589, + "IoU": 0.8838678702617502, + "TN": 135224727, + "TP": 195143, + "n_pred": 201732, + "n_ref": 214194 + }, + "10": { + "Dice": 0.6433223920402092, + "FN": 34961, + "FP": 20675, + "IoU": 0.47418958510537756, + "TN": 135339700, + "TP": 50174, + "n_pred": 70849, + "n_ref": 85135 + }, + "11": { + "Dice": 0.0, + "FN": 3547, + "FP": 0, + "IoU": 0.0, + "TN": 135441963, + "TP": 0, + "n_pred": 0, + "n_ref": 3547 + }, + "12": { + "Dice": 0.0, + "FN": 5508, + "FP": 0, + "IoU": 0.0, + "TN": 135440002, + "TP": 0, + "n_pred": 0, + "n_ref": 5508 + }, + "13": { + "Dice": 0.6269332638021655, + "FN": 17731, + "FP": 9454, + "IoU": 0.456593439542647, + "TN": 135395483, + "TP": 22842, + "n_pred": 32296, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8389623832271564, + "FN": 30352, + "FP": 12899, + "IoU": 0.7225970727452313, + "TN": 135289596, + "TP": 112663, + "n_pred": 125562, + "n_ref": 143015 + }, + "15": { + "Dice": 0.4594899901679811, + "FN": 29334, + "FP": 22342, + "IoU": 0.2982713434092421, + "TN": 135371869, + "TP": 21965, + "n_pred": 44307, + "n_ref": 51299 + }, + "2": { + "Dice": 0.6844351926163724, + "FN": 73090, + "FP": 52732, + "IoU": 0.5202595788325816, + "TN": 135183239, + "TP": 136449, + "n_pred": 189181, + "n_ref": 209539 + }, + "3": { + "Dice": 0.7412326807942359, + "FN": 62573, + "FP": 52137, + "IoU": 0.5888559938638432, + "TN": 135166508, + "TP": 164292, + "n_pred": 216429, + "n_ref": 226865 + }, + "4": { + "Dice": 0.7438839506566873, + "FN": 13534, + "FP": 2515, + "IoU": 0.5922095741437138, + "TN": 135406154, + "TP": 23307, + "n_pred": 25822, + "n_ref": 36841 + }, + "5": { + "Dice": 0.47768966176189565, + "FN": 18045, + "FP": 3821, + "IoU": 0.313792562372509, + "TN": 135413645, + "TP": 9999, + "n_pred": 13820, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9551754110923197, + "FN": 84369, + "FP": 63737, + "IoU": 0.914196910402841, + "TN": 133719395, + "TP": 1578009, + "n_pred": 1641746, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.5753003821201312, + "FN": 92603, + "FP": 64442, + "IoU": 0.4038046861950101, + "TN": 135182098, + "TP": 106367, + "n_pred": 170809, + "n_ref": 198970 + }, + "8": { + "Dice": 0.7110952928217221, + "FN": 110812, + "FP": 34488, + "IoU": 0.5517050941481009, + "TN": 135121393, + "TP": 178817, + "n_pred": 213305, + "n_ref": 289629 + }, + "9": { + "Dice": 0.5768868708123374, + "FN": 56362, + "FP": 4766, + "IoU": 0.4053696498054475, + "TN": 135342710, + "TP": 41672, + "n_pred": 46438, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5926994520658541, + "FN": 116729, + "FP": 74978, + "IoU": 0.4211605352786299, + "TN": 105422813, + "TP": 139485, + "n_pred": 214463, + "n_ref": 256214 + }, + "10": { + "Dice": 0.16931116111017463, + "FN": 48934, + "FP": 64411, + "IoU": 0.09248494747630027, + "TN": 105629109, + "TP": 11551, + "n_pred": 75962, + "n_ref": 60485 + }, + "11": { + "Dice": 0.0, + "FN": 2469, + "FP": 0, + "IoU": 0.0, + "TN": 105751536, + "TP": 0, + "n_pred": 0, + "n_ref": 2469 + }, + "12": { + "Dice": 0.0, + "FN": 4404, + "FP": 0, + "IoU": 0.0, + "TN": 105749601, + "TP": 0, + "n_pred": 0, + "n_ref": 4404 + }, + "13": { + "Dice": 0.3559065970473641, + "FN": 60760, + "FP": 12143, + "IoU": 0.21647589875866516, + "TN": 105660960, + "TP": 20142, + "n_pred": 32285, + "n_ref": 80902 + }, + "14": { + "Dice": 0.8545768685657775, + "FN": 48270, + "FP": 2315, + "IoU": 0.7460796321580596, + "TN": 105554789, + "TP": 148631, + "n_pred": 150946, + "n_ref": 196901 + }, + "15": { + "Dice": 0.7109301045679692, + "FN": 11785, + "FP": 1346, + "IoU": 0.5515062504269417, + "TN": 105724727, + "TP": 16147, + "n_pred": 17493, + "n_ref": 27932 + }, + "2": { + "Dice": 0.709577343033613, + "FN": 65061, + "FP": 6834, + "IoU": 0.549879792642308, + "TN": 105594281, + "TP": 87829, + "n_pred": 94663, + "n_ref": 152890 + }, + "3": { + "Dice": 0.787204140913792, + "FN": 12381, + "FP": 73623, + "IoU": 0.6490821476805817, + "TN": 105508922, + "TP": 159079, + "n_pred": 232702, + "n_ref": 171460 + }, + "4": { + "Dice": 0.2087527725644088, + "FN": 35960, + "FP": 1140, + "IoU": 0.11654045816068963, + "TN": 105712011, + "TP": 4894, + "n_pred": 6034, + "n_ref": 40854 + }, + "5": { + "Dice": 0.3458252790422149, + "FN": 9592, + "FP": 899, + "IoU": 0.209062123039807, + "TN": 105740741, + "TP": 2773, + "n_pred": 3672, + "n_ref": 12365 + }, + "6": { + "Dice": 0.8879010537711722, + "FN": 125132, + "FP": 231269, + "IoU": 0.7984011285884951, + "TN": 103986133, + "TP": 1411471, + "n_pred": 1642740, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.5832334091378953, + "FN": 127327, + "FP": 74263, + "IoU": 0.41166513446861913, + "TN": 105411360, + "TP": 141055, + "n_pred": 215318, + "n_ref": 268382 + }, + "8": { + "Dice": 0.8820870105448837, + "FN": 9158, + "FP": 12099, + "IoU": 0.7890480018259947, + "TN": 105653238, + "TP": 79510, + "n_pred": 91609, + "n_ref": 88668 + }, + "9": { + "Dice": 0.8093678436384939, + "FN": 14017, + "FP": 14619, + "IoU": 0.6797799297743385, + "TN": 105664579, + "TP": 60790, + "n_pred": 75409, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8693965155369964, + "FN": 15074, + "FP": 56486, + "IoU": 0.7689667752527127, + "TN": 96828141, + "TP": 238179, + "n_pred": 294665, + "n_ref": 253253 + }, + "10": { + "Dice": 0.7194628656338571, + "FN": 21063, + "FP": 50302, + "IoU": 0.561844593433041, + "TN": 96975004, + "TP": 91511, + "n_pred": 141813, + "n_ref": 112574 + }, + "11": { + "Dice": 0.0, + "FN": 3561, + "FP": 0, + "IoU": 0.0, + "TN": 97134319, + "TP": 0, + "n_pred": 0, + "n_ref": 3561 + }, + "12": { + "Dice": 0.0, + "FN": 4518, + "FP": 0, + "IoU": 0.0, + "TN": 97133362, + "TP": 0, + "n_pred": 0, + "n_ref": 4518 + }, + "13": { + "Dice": 0.4702904211452699, + "FN": 26117, + "FP": 27452, + "IoU": 0.3074377173589833, + "TN": 97060531, + "TP": 23780, + "n_pred": 51232, + "n_ref": 49897 + }, + "14": { + "Dice": 0.5184197467891231, + "FN": 170961, + "FP": 2758, + "IoU": 0.3499100002619535, + "TN": 96870657, + "TP": 93504, + "n_pred": 96262, + "n_ref": 264465 + }, + "15": { + "Dice": 0.14257264198478778, + "FN": 19401, + "FP": 16334, + "IoU": 0.07675812535524208, + "TN": 97099174, + "TP": 2971, + "n_pred": 19305, + "n_ref": 22372 + }, + "2": { + "Dice": 0.4184029828083613, + "FN": 100803, + "FP": 2616, + "IoU": 0.2645446205704777, + "TN": 96997261, + "TP": 37200, + "n_pred": 39816, + "n_ref": 138003 + }, + "3": { + "Dice": 0.6872457299193199, + "FN": 13271, + "FP": 118878, + "IoU": 0.5235143740016802, + "TN": 96860539, + "TP": 145192, + "n_pred": 264070, + "n_ref": 158463 + }, + "4": { + "Dice": 0.7244012417012213, + "FN": 11511, + "FP": 652, + "IoU": 0.5678911467955094, + "TN": 97109732, + "TP": 15985, + "n_pred": 16637, + "n_ref": 27496 + }, + "5": { + "Dice": 0.3931376601901612, + "FN": 10829, + "FP": 915, + "IoU": 0.24466169282222794, + "TN": 97122332, + "TP": 3804, + "n_pred": 4719, + "n_ref": 14633 + }, + "6": { + "Dice": 0.8692297141101989, + "FN": 96680, + "FP": 325665, + "IoU": 0.7687058326140959, + "TN": 95311872, + "TP": 1403663, + "n_pred": 1729328, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.77151059527932, + "FN": 81584, + "FP": 20689, + "IoU": 0.6280156689301991, + "TN": 96862941, + "TP": 172666, + "n_pred": 193355, + "n_ref": 254250 + }, + "8": { + "Dice": 0.8996219912600033, + "FN": 12155, + "FP": 13709, + "IoU": 0.8175572249850104, + "TN": 96996115, + "TP": 115901, + "n_pred": 129610, + "n_ref": 128056 + }, + "9": { + "Dice": 0.775003786540112, + "FN": 7178, + "FP": 28474, + "IoU": 0.6326581078574814, + "TN": 97040826, + "TP": 61402, + "n_pred": 89876, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9320487621990706, + "FN": 9433, + "FP": 14491, + "IoU": 0.8727446808510638, + "TN": 130578792, + "TP": 164076, + "n_pred": 178567, + "n_ref": 173509 + }, + "10": { + "Dice": 0.4796356185703169, + "FN": 43656, + "FP": 29233, + "IoU": 0.3154741221438567, + "TN": 130660311, + "TP": 33592, + "n_pred": 62825, + "n_ref": 77248 + }, + "11": { + "Dice": 0.0, + "FN": 4049, + "FP": 0, + "IoU": 0.0, + "TN": 130762743, + "TP": 0, + "n_pred": 0, + "n_ref": 4049 + }, + "12": { + "Dice": 0.0, + "FN": 3328, + "FP": 0, + "IoU": 0.0, + "TN": 130763464, + "TP": 0, + "n_pred": 0, + "n_ref": 3328 + }, + "13": { + "Dice": 0.3828187864774845, + "FN": 42575, + "FP": 18018, + "IoU": 0.23671978333438307, + "TN": 130687407, + "TP": 18792, + "n_pred": 36810, + "n_ref": 61367 + }, + "14": { + "Dice": 0.8056574962554255, + "FN": 48892, + "FP": 4435, + "IoU": 0.6745615212801015, + "TN": 130602930, + "TP": 110535, + "n_pred": 114970, + "n_ref": 159427 + }, + "15": { + "Dice": 0.5456839070102721, + "FN": 12136, + "FP": 15595, + "IoU": 0.3752168525402726, + "TN": 130722407, + "TP": 16654, + "n_pred": 32249, + "n_ref": 28790 + }, + "2": { + "Dice": 0.7310235070335791, + "FN": 32205, + "FP": 66497, + "IoU": 0.5760733245142337, + "TN": 130533964, + "TP": 134126, + "n_pred": 200623, + "n_ref": 166331 + }, + "3": { + "Dice": 0.6688981046811079, + "FN": 70727, + "FP": 23643, + "IoU": 0.5025145761067825, + "TN": 130577098, + "TP": 95324, + "n_pred": 118967, + "n_ref": 166051 + }, + "4": { + "Dice": 0.5717310984950887, + "FN": 17247, + "FP": 1763, + "IoU": 0.400296539323007, + "TN": 130735093, + "TP": 12689, + "n_pred": 14452, + "n_ref": 29936 + }, + "5": { + "Dice": 0.5084718116015904, + "FN": 18840, + "FP": 5267, + "IoU": 0.34090660542432194, + "TN": 130730216, + "TP": 12469, + "n_pred": 17736, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9448726873311284, + "FN": 60524, + "FP": 88437, + "IoU": 0.8955058560100565, + "TN": 129341248, + "TP": 1276583, + "n_pred": 1365020, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.7113391686568057, + "FN": 184032, + "FP": 28218, + "IoU": 0.5519987504511673, + "TN": 130293021, + "TP": 261521, + "n_pred": 289739, + "n_ref": 445553 + }, + "8": { + "Dice": 0.8897477084660145, + "FN": 25548, + "FP": 25175, + "IoU": 0.8013923639254013, + "TN": 130511399, + "TP": 204670, + "n_pred": 229845, + "n_ref": 230218 + }, + "9": { + "Dice": 0.779483998870313, + "FN": 31649, + "FP": 8172, + "IoU": 0.638651191912959, + "TN": 130656591, + "TP": 70380, + "n_pred": 78552, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7166695150555932, + "FN": 56171, + "FP": 58220, + "IoU": 0.5584450174474261, + "TN": 71976944, + "TP": 144673, + "n_pred": 202893, + "n_ref": 200844 + }, + "10": { + "Dice": 0.26625941714416274, + "FN": 40521, + "FP": 81514, + "IoU": 0.15357511947120553, + "TN": 72091831, + "TP": 22142, + "n_pred": 103656, + "n_ref": 62663 + }, + "11": { + "Dice": 0.0, + "FN": 2687, + "FP": 0, + "IoU": 0.0, + "TN": 72233321, + "TP": 0, + "n_pred": 0, + "n_ref": 2687 + }, + "12": { + "Dice": 0.0, + "FN": 4071, + "FP": 0, + "IoU": 0.0, + "TN": 72231937, + "TP": 0, + "n_pred": 0, + "n_ref": 4071 + }, + "13": { + "Dice": 0.20983922089605322, + "FN": 60408, + "FP": 15129, + "IoU": 0.11721808641181763, + "TN": 72150441, + "TP": 10030, + "n_pred": 25159, + "n_ref": 70438 + }, + "14": { + "Dice": 0.09234510823761709, + "FN": 62340, + "FP": 163824, + "IoU": 0.04840765939184328, + "TN": 71998339, + "TP": 11505, + "n_pred": 175329, + "n_ref": 73845 + }, + "15": { + "Dice": 0.6723401199324931, + "FN": 9592, + "FP": 8658, + "IoU": 0.506409909666252, + "TN": 72199034, + "TP": 18724, + "n_pred": 27382, + "n_ref": 28316 + }, + "2": { + "Dice": 0.3214733864160069, + "FN": 99114, + "FP": 19848, + "IoU": 0.1915211732804143, + "TN": 72088865, + "TP": 28181, + "n_pred": 48029, + "n_ref": 127295 + }, + "3": { + "Dice": 0.6655716944932422, + "FN": 28442, + "FP": 112052, + "IoU": 0.4987691671007285, + "TN": 71955710, + "TP": 139804, + "n_pred": 251856, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 23147, + "IoU": 0.0, + "TN": 72212861, + "TP": 0, + "n_pred": 23147, + "n_ref": 0 + }, + "5": { + "Dice": 0.7729651346068974, + "FN": 2097, + "FP": 1504, + "IoU": 0.6299455348885007, + "TN": 72226277, + "TP": 6130, + "n_pred": 7634, + "n_ref": 8227 + }, + "6": { + "Dice": 0.6203717161760157, + "FN": 278284, + "FP": 1231380, + "IoU": 0.44966584365500295, + "TN": 69492831, + "TP": 1233513, + "n_pred": 2464893, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.36194940313218704, + "FN": 215325, + "FP": 221628, + "IoU": 0.22096350614827534, + "TN": 71675119, + "TP": 123936, + "n_pred": 345564, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9015530026972809, + "FN": 7582, + "FP": 5521, + "IoU": 0.8207523939808482, + "TN": 72162908, + "TP": 59997, + "n_pred": 65518, + "n_ref": 67579 + }, + "9": { + "Dice": 0.45641038974545645, + "FN": 32066, + "FP": 9748, + "IoU": 0.29568117504379465, + "TN": 72176640, + "TP": 17554, + "n_pred": 27302, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.42904592738916414, + "FN": 35127, + "FP": 108235, + "IoU": 0.2731116936322106, + "TN": 52355893, + "TP": 53865, + "n_pred": 162100, + "n_ref": 88992 + }, + "10": { + "Dice": 0.1282121098669208, + "FN": 43417, + "FP": 7811, + "IoU": 0.06849713610328212, + "TN": 52498125, + "TP": 3767, + "n_pred": 11578, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0, + "FN": 2042, + "FP": 0, + "IoU": 0.0, + "TN": 52551078, + "TP": 0, + "n_pred": 0, + "n_ref": 2042 + }, + "12": { + "Dice": 0.0, + "FN": 4066, + "FP": 0, + "IoU": 0.0, + "TN": 52549054, + "TP": 0, + "n_pred": 0, + "n_ref": 4066 + }, + "13": { + "Dice": 0.1341222879684418, + "FN": 19881, + "FP": 2508, + "IoU": 0.07188160676532769, + "TN": 52528997, + "TP": 1734, + "n_pred": 4242, + "n_ref": 21615 + }, + "14": { + "Dice": 0.11673834077909065, + "FN": 51643, + "FP": 11822, + "IoU": 0.061987318760253624, + "TN": 52485461, + "TP": 4194, + "n_pred": 16016, + "n_ref": 55837 + }, + "15": { + "Dice": 0.07188312576980978, + "FN": 23168, + "FP": 31086, + "IoU": 0.037281518942418594, + "TN": 52496765, + "TP": 2101, + "n_pred": 33187, + "n_ref": 25269 + }, + "2": { + "Dice": 0.4019290395169671, + "FN": 88279, + "FP": 50989, + "IoU": 0.25150888130492033, + "TN": 52367055, + "TP": 46797, + "n_pred": 97786, + "n_ref": 135076 + }, + "3": { + "Dice": 0.08951259876147769, + "FN": 136386, + "FP": 56, + "IoU": 0.046853278751510664, + "TN": 52409971, + "TP": 6707, + "n_pred": 6763, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 1167, + "IoU": 0.0, + "TN": 52550073, + "TP": 0, + "n_pred": 1167, + "n_ref": 1880 + }, + "5": { + "Dice": 0.6257419026623707, + "FN": 2592, + "FP": 1822, + "IoU": 0.4553307008884501, + "TN": 52545016, + "TP": 3690, + "n_pred": 5512, + "n_ref": 6282 + }, + "6": { + "Dice": 0.8845302934721766, + "FN": 75953, + "FP": 105991, + "IoU": 0.7929666653391214, + "TN": 51674305, + "TP": 696871, + "n_pred": 802862, + "n_ref": 772824 + }, + "7": { + "Dice": 0.2679595655088708, + "FN": 162487, + "FP": 4580, + "IoU": 0.1547074538058327, + "TN": 52355476, + "TP": 30577, + "n_pred": 35157, + "n_ref": 193064 + }, + "8": { + "Dice": 0.6045498033379398, + "FN": 25410, + "FP": 19230, + "IoU": 0.4332292222137579, + "TN": 52474358, + "TP": 34122, + "n_pred": 53352, + "n_ref": 59532 + }, + "9": { + "Dice": 0.5826327264242434, + "FN": 38138, + "FP": 19101, + "IoU": 0.41106686833142986, + "TN": 52455929, + "TP": 39952, + "n_pred": 59053, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9148206265529117, + "FN": 21920, + "FP": 28509, + "IoU": 0.8430132832758981, + "TN": 143816019, + "TP": 270802, + "n_pred": 299311, + "n_ref": 292722 + }, + "10": { + "Dice": 0.6653822764918927, + "FN": 36458, + "FP": 25721, + "IoU": 0.49855645161290324, + "TN": 144013250, + "TP": 61821, + "n_pred": 87542, + "n_ref": 98279 + }, + "11": { + "Dice": 0.0, + "FN": 6619, + "FP": 0, + "IoU": 0.0, + "TN": 144130631, + "TP": 0, + "n_pred": 0, + "n_ref": 6619 + }, + "12": { + "Dice": 0.0, + "FN": 5646, + "FP": 0, + "IoU": 0.0, + "TN": 144131604, + "TP": 0, + "n_pred": 0, + "n_ref": 5646 + }, + "13": { + "Dice": 0.3979868370112273, + "FN": 75517, + "FP": 11563, + "IoU": 0.24842919284678588, + "TN": 144021386, + "TP": 28784, + "n_pred": 40347, + "n_ref": 104301 + }, + "14": { + "Dice": 0.578097177831729, + "FN": 243054, + "FP": 759, + "IoU": 0.40656588398227095, + "TN": 143726399, + "TP": 167038, + "n_pred": 167797, + "n_ref": 410092 + }, + "15": { + "Dice": 0.3520260714505319, + "FN": 16941, + "FP": 4135, + "IoU": 0.21361143240923847, + "TN": 144110449, + "TP": 5725, + "n_pred": 9860, + "n_ref": 22666 + }, + "2": { + "Dice": 0.603342851222399, + "FN": 52143, + "FP": 60796, + "IoU": 0.43199066553338733, + "TN": 143938417, + "TP": 85894, + "n_pred": 146690, + "n_ref": 138037 + }, + "3": { + "Dice": 0.6357302826705405, + "FN": 69168, + "FP": 51194, + "IoU": 0.4659857758295584, + "TN": 143911859, + "TP": 105029, + "n_pred": 156223, + "n_ref": 174197 + }, + "4": { + "Dice": 0.4999218028008815, + "FN": 33589, + "FP": 1584, + "IoU": 0.3332638283352921, + "TN": 144084496, + "TP": 17581, + "n_pred": 19165, + "n_ref": 51170 + }, + "5": { + "Dice": 0.49490682164225513, + "FN": 20593, + "FP": 2960, + "IoU": 0.3288213837911775, + "TN": 144102158, + "TP": 11539, + "n_pred": 14499, + "n_ref": 32132 + }, + "6": { + "Dice": 0.8821850294438769, + "FN": 50841, + "FP": 298456, + "IoU": 0.7892048797709175, + "TN": 142480205, + "TP": 1307748, + "n_pred": 1606204, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.3982606700449663, + "FN": 177896, + "FP": 37153, + "IoU": 0.2486426240505356, + "TN": 143851036, + "TP": 71165, + "n_pred": 108318, + "n_ref": 249061 + }, + "8": { + "Dice": 0.8467815295437462, + "FN": 41546, + "FP": 26333, + "IoU": 0.734276766490507, + "TN": 143881800, + "TP": 187571, + "n_pred": 213904, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8413396552082684, + "FN": 13545, + "FP": 16973, + "IoU": 0.7261313973419005, + "TN": 144025817, + "TP": 80915, + "n_pred": 97888, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8734688451952368, + "FN": 16881, + "FP": 40232, + "IoU": 0.7753614637906893, + "TN": 111524676, + "TP": 197131, + "n_pred": 237363, + "n_ref": 214012 + }, + "10": { + "Dice": 0.2689853406151193, + "FN": 36644, + "FP": 14220, + "IoU": 0.15539171731261, + "TN": 111718698, + "TP": 9358, + "n_pred": 23578, + "n_ref": 46002 + }, + "11": { + "Dice": 0.0, + "FN": 3795, + "FP": 0, + "IoU": 0.0, + "TN": 111775125, + "TP": 0, + "n_pred": 0, + "n_ref": 3795 + }, + "12": { + "Dice": 0.0, + "FN": 4660, + "FP": 0, + "IoU": 0.0, + "TN": 111774260, + "TP": 0, + "n_pred": 0, + "n_ref": 4660 + }, + "13": { + "Dice": 0.3705669966913661, + "FN": 38215, + "FP": 11818, + "IoU": 0.22742082426151541, + "TN": 111714159, + "TP": 14728, + "n_pred": 26546, + "n_ref": 52943 + }, + "14": { + "Dice": 0.8177886473238154, + "FN": 14733, + "FP": 19688, + "IoU": 0.6917448774896117, + "TN": 111667256, + "TP": 77243, + "n_pred": 96931, + "n_ref": 91976 + }, + "15": { + "Dice": 0.2540968167263138, + "FN": 5336, + "FP": 26344, + "IoU": 0.14553889308447512, + "TN": 111741844, + "TP": 5396, + "n_pred": 31740, + "n_ref": 10732 + }, + "2": { + "Dice": 0.8675675604716434, + "FN": 41089, + "FP": 9352, + "IoU": 0.7661097741362601, + "TN": 111563259, + "TP": 165220, + "n_pred": 174572, + "n_ref": 206309 + }, + "3": { + "Dice": 0.7446162588981277, + "FN": 13648, + "FP": 20506, + "IoU": 0.5931383644052654, + "TN": 111694975, + "TP": 49791, + "n_pred": 70297, + "n_ref": 63439 + }, + "4": { + "Dice": 0.42825552825552826, + "FN": 13450, + "FP": 512, + "IoU": 0.27247147100203223, + "TN": 111759729, + "TP": 5229, + "n_pred": 5741, + "n_ref": 18679 + }, + "5": { + "Dice": 0.3682592581951906, + "FN": 20007, + "FP": 1982, + "IoU": 0.22568490738784422, + "TN": 111750522, + "TP": 6409, + "n_pred": 8391, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9069145193257435, + "FN": 187579, + "FP": 27386, + "IoU": 0.8296830717816546, + "TN": 110516773, + "TP": 1047182, + "n_pred": 1074568, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.4329967449623656, + "FN": 170683, + "FP": 6645, + "IoU": 0.27632153511510504, + "TN": 111533883, + "TP": 67709, + "n_pred": 74354, + "n_ref": 238392 + }, + "8": { + "Dice": 0.8180979722769379, + "FN": 64806, + "FP": 29665, + "IoU": 0.6921876374584163, + "TN": 111472009, + "TP": 212440, + "n_pred": 242105, + "n_ref": 277246 + }, + "9": { + "Dice": 0.737877908510526, + "FN": 24399, + "FP": 15345, + "IoU": 0.5846327494669955, + "TN": 111683236, + "TP": 55940, + "n_pred": 71285, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7146432718358922, + "FN": 54620, + "FP": 33852, + "IoU": 0.555988276388164, + "TN": 198888619, + "TP": 110784, + "n_pred": 144636, + "n_ref": 165404 + }, + "10": { + "Dice": 0.6588241183390484, + "FN": 23644, + "FP": 17249, + "IoU": 0.49122872499253506, + "TN": 199007499, + "TP": 39483, + "n_pred": 56732, + "n_ref": 63127 + }, + "11": { + "Dice": 0.0, + "FN": 4435, + "FP": 0, + "IoU": 0.0, + "TN": 199083440, + "TP": 0, + "n_pred": 0, + "n_ref": 4435 + }, + "12": { + "Dice": 0.0, + "FN": 3335, + "FP": 0, + "IoU": 0.0, + "TN": 199084540, + "TP": 0, + "n_pred": 0, + "n_ref": 3335 + }, + "13": { + "Dice": 0.18185948535789517, + "FN": 31191, + "FP": 8425, + "IoU": 0.10002498920920512, + "TN": 199043856, + "TP": 4403, + "n_pred": 12828, + "n_ref": 35594 + }, + "14": { + "Dice": 0.27893664596273293, + "FN": 32914, + "FP": 39643, + "IoU": 0.1620722707902669, + "TN": 199001284, + "TP": 14034, + "n_pred": 53677, + "n_ref": 46948 + }, + "15": { + "Dice": 0.44879908757491727, + "FN": 98429, + "FP": 161, + "IoU": 0.28932363562969, + "TN": 198949148, + "TP": 40137, + "n_pred": 40298, + "n_ref": 138566 + }, + "2": { + "Dice": 0.6274281515518437, + "FN": 8325, + "FP": 135677, + "IoU": 0.45711862170364365, + "TN": 198822620, + "TP": 121253, + "n_pred": 256930, + "n_ref": 129578 + }, + "3": { + "Dice": 0.002100794992625634, + "FN": 138685, + "FP": 18, + "IoU": 0.001051501991371922, + "TN": 198949026, + "TP": 146, + "n_pred": 164, + "n_ref": 138831 + }, + "4": { + "Dice": 0.013743419229703518, + "FN": 16996, + "FP": 801, + "IoU": 0.006919256737905251, + "TN": 199069954, + "TP": 124, + "n_pred": 925, + "n_ref": 17120 + }, + "5": { + "Dice": 0.5952007916220005, + "FN": 9241, + "FP": 5486, + "IoU": 0.4236910072787039, + "TN": 199062321, + "TP": 10827, + "n_pred": 16313, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9187088786337729, + "FN": 77594, + "FP": 113074, + "IoU": 0.8496406383814296, + "TN": 197819793, + "TP": 1077414, + "n_pred": 1190488, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.4191354148828891, + "FN": 112119, + "FP": 9995, + "IoU": 0.2651304981013534, + "TN": 198921704, + "TP": 44057, + "n_pred": 54052, + "n_ref": 156176 + }, + "8": { + "Dice": 0.900349214794546, + "FN": 11746, + "FP": 11853, + "IoU": 0.818759216023593, + "TN": 198957667, + "TP": 106609, + "n_pred": 118462, + "n_ref": 118355 + }, + "9": { + "Dice": 0.830973120290707, + "FN": 17874, + "FP": 16919, + "IoU": 0.7108246480160907, + "TN": 198967557, + "TP": 85525, + "n_pred": 102444, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8766723399597048, + "FN": 16199, + "FP": 31118, + "IoU": 0.7804244221390022, + "TN": 130859699, + "TP": 168176, + "n_pred": 199294, + "n_ref": 184375 + }, + "10": { + "Dice": 0.48287348249222434, + "FN": 22561, + "FP": 106294, + "IoU": 0.31828161786101633, + "TN": 130886177, + "TP": 60160, + "n_pred": 166454, + "n_ref": 82721 + }, + "11": { + "Dice": 0.0, + "FN": 4071, + "FP": 0, + "IoU": 0.0, + "TN": 131071121, + "TP": 0, + "n_pred": 0, + "n_ref": 4071 + }, + "12": { + "Dice": 0.0, + "FN": 4635, + "FP": 0, + "IoU": 0.0, + "TN": 131070557, + "TP": 0, + "n_pred": 0, + "n_ref": 4635 + }, + "13": { + "Dice": 0.21501381114180254, + "FN": 76964, + "FP": 19375, + "IoU": 0.12045684862096355, + "TN": 130965659, + "TP": 13194, + "n_pred": 32569, + "n_ref": 90158 + }, + "14": { + "Dice": 0.5387566277620766, + "FN": 23539, + "FP": 33092, + "IoU": 0.3686973970235773, + "TN": 130985487, + "TP": 33074, + "n_pred": 66166, + "n_ref": 56613 + }, + "15": { + "Dice": 0.6291157649796393, + "FN": 5950, + "FP": 19552, + "IoU": 0.4589123931170567, + "TN": 131028061, + "TP": 21629, + "n_pred": 41181, + "n_ref": 27579 + }, + "2": { + "Dice": 0.41815657901540493, + "FN": 107691, + "FP": 38592, + "IoU": 0.26434764242034114, + "TN": 130876344, + "TP": 52565, + "n_pred": 91157, + "n_ref": 160256 + }, + "3": { + "Dice": 0.596047592832947, + "FN": 41737, + "FP": 159319, + "IoU": 0.4245497139291735, + "TN": 130725803, + "TP": 148333, + "n_pred": 307652, + "n_ref": 190070 + }, + "4": { + "Dice": 0.004604497233377373, + "FN": 72904, + "FP": 3191, + "IoU": 0.0023075611962607018, + "TN": 130998921, + "TP": 176, + "n_pred": 3367, + "n_ref": 73080 + }, + "5": { + "Dice": 0.34635387849950205, + "FN": 11569, + "FP": 245, + "IoU": 0.20944860813704497, + "TN": 131060248, + "TP": 3130, + "n_pred": 3375, + "n_ref": 14699 + }, + "6": { + "Dice": 0.7133888521330984, + "FN": 57044, + "FP": 1076657, + "IoU": 0.5544712194635032, + "TN": 128530573, + "TP": 1410918, + "n_pred": 2487575, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.32738489649217917, + "FN": 581514, + "FP": 222444, + "IoU": 0.1957323569574286, + "TN": 130075577, + "TP": 195657, + "n_pred": 418101, + "n_ref": 777171 + }, + "8": { + "Dice": 0.8539564524694636, + "FN": 15627, + "FP": 22873, + "IoU": 0.7451343836886005, + "TN": 130924132, + "TP": 112560, + "n_pred": 135433, + "n_ref": 128187 + }, + "9": { + "Dice": 0.5639693650145956, + "FN": 29608, + "FP": 25958, + "IoU": 0.39272794832843355, + "TN": 130983691, + "TP": 35935, + "n_pred": 61893, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9112212891737248, + "FN": 13923, + "FP": 25363, + "IoU": 0.8369205607282659, + "TN": 101376299, + "TP": 201615, + "n_pred": 226978, + "n_ref": 215538 + }, + "10": { + "Dice": 0.3312350278472595, + "FN": 23907, + "FP": 64590, + "IoU": 0.1984911197051072, + "TN": 101506787, + "TP": 21916, + "n_pred": 86506, + "n_ref": 45823 + }, + "11": { + "Dice": 0.0, + "FN": 4959, + "FP": 0, + "IoU": 0.0, + "TN": 101612241, + "TP": 0, + "n_pred": 0, + "n_ref": 4959 + }, + "12": { + "Dice": 0.0, + "FN": 5490, + "FP": 0, + "IoU": 0.0, + "TN": 101611710, + "TP": 0, + "n_pred": 0, + "n_ref": 5490 + }, + "13": { + "Dice": 0.5979280402355672, + "FN": 25310, + "FP": 21457, + "IoU": 0.42646030831115633, + "TN": 101535659, + "TP": 34774, + "n_pred": 56231, + "n_ref": 60084 + }, + "14": { + "Dice": 0.8503208058445142, + "FN": 10150, + "FP": 8023, + "IoU": 0.7396157207742897, + "TN": 101547407, + "TP": 51620, + "n_pred": 59643, + "n_ref": 61770 + }, + "15": { + "Dice": 0.5981582572317738, + "FN": 9817, + "FP": 21689, + "IoU": 0.42669456828314073, + "TN": 101562245, + "TP": 23449, + "n_pred": 45138, + "n_ref": 33266 + }, + "2": { + "Dice": 0.784354490128744, + "FN": 24451, + "FP": 56870, + "IoU": 0.6452164580542988, + "TN": 101387987, + "TP": 147892, + "n_pred": 204762, + "n_ref": 172343 + }, + "3": { + "Dice": 0.7202203477362713, + "FN": 68380, + "FP": 12882, + "IoU": 0.5627690254820936, + "TN": 101431344, + "TP": 104594, + "n_pred": 117476, + "n_ref": 172974 + }, + "4": { + "Dice": 0.00030708993896587464, + "FN": 16209, + "FP": 9834, + "IoU": 0.0001535685491611318, + "TN": 101591153, + "TP": 4, + "n_pred": 9838, + "n_ref": 16213 + }, + "5": { + "Dice": 0.5925955007655765, + "FN": 15277, + "FP": 5477, + "IoU": 0.4210555679535818, + "TN": 101581352, + "TP": 15094, + "n_pred": 20571, + "n_ref": 30371 + }, + "6": { + "Dice": 0.8902405110029545, + "FN": 205213, + "FP": 122371, + "IoU": 0.8021922946633391, + "TN": 99961127, + "TP": 1328489, + "n_pred": 1450860, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.628482685778051, + "FN": 217191, + "FP": 31843, + "IoU": 0.45823897318757817, + "TN": 101157525, + "TP": 210641, + "n_pred": 242484, + "n_ref": 427832 + }, + "8": { + "Dice": 0.765861368254685, + "FN": 67432, + "FP": 33157, + "IoU": 0.6205634833516283, + "TN": 101352099, + "TP": 164512, + "n_pred": 197669, + "n_ref": 231944 + }, + "9": { + "Dice": 0.7075105688446514, + "FN": 28113, + "FP": 15613, + "IoU": 0.5474014346192463, + "TN": 101520589, + "TP": 52885, + "n_pred": 68498, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8801349178334706, + "FN": 43283, + "FP": 2560, + "IoU": 0.7859294229718561, + "TN": 118968063, + "TP": 168306, + "n_pred": 170866, + "n_ref": 211589 + }, + "10": { + "Dice": 0.648417714298752, + "FN": 23909, + "FP": 37729, + "IoU": 0.47974712391434626, + "TN": 119063735, + "TP": 56839, + "n_pred": 94568, + "n_ref": 80748 + }, + "11": { + "Dice": 0.0, + "FN": 4038, + "FP": 0, + "IoU": 0.0, + "TN": 119178174, + "TP": 0, + "n_pred": 0, + "n_ref": 4038 + }, + "12": { + "Dice": 0.0, + "FN": 4135, + "FP": 0, + "IoU": 0.0, + "TN": 119178077, + "TP": 0, + "n_pred": 0, + "n_ref": 4135 + }, + "13": { + "Dice": 0.3988374337257751, + "FN": 15510, + "FP": 37441, + "IoU": 0.24909240456066709, + "TN": 119111696, + "TP": 17565, + "n_pred": 55006, + "n_ref": 33075 + }, + "14": { + "Dice": 0.021196895894859305, + "FN": 65038, + "FP": 11523, + "IoU": 0.010711978291768962, + "TN": 119104822, + "TP": 829, + "n_pred": 12352, + "n_ref": 65867 + }, + "15": { + "Dice": 0.1627783564928556, + "FN": 16579, + "FP": 26018, + "IoU": 0.08860028242543541, + "TN": 119135474, + "TP": 4141, + "n_pred": 30159, + "n_ref": 20720 + }, + "2": { + "Dice": 0.8056992115027829, + "FN": 54519, + "FP": 12507, + "IoU": 0.6746200113596094, + "TN": 118976219, + "TP": 138967, + "n_pred": 151474, + "n_ref": 193486 + }, + "3": { + "Dice": 0.8212767902024403, + "FN": 35252, + "FP": 35146, + "IoU": 0.6967511824455299, + "TN": 118950066, + "TP": 161748, + "n_pred": 196894, + "n_ref": 197000 + }, + "4": { + "Dice": 0.007587645247790247, + "FN": 43146, + "FP": 6817, + "IoU": 0.003808270526777525, + "TN": 119132058, + "TP": 191, + "n_pred": 7008, + "n_ref": 43337 + }, + "5": { + "Dice": 0.5881340012523482, + "FN": 10208, + "FP": 316, + "IoU": 0.4165650293824149, + "TN": 119164174, + "TP": 7514, + "n_pred": 7830, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9111929029055944, + "FN": 56338, + "FP": 271637, + "IoU": 0.8368726704089336, + "TN": 117171666, + "TP": 1682571, + "n_pred": 1954208, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.5458604139682834, + "FN": 156654, + "FP": 77915, + "IoU": 0.3753837796672001, + "TN": 118806671, + "TP": 140972, + "n_pred": 218887, + "n_ref": 297626 + }, + "8": { + "Dice": 0.8901531050425866, + "FN": 13239, + "FP": 3772, + "IoU": 0.8020503630608825, + "TN": 119096276, + "TP": 68925, + "n_pred": 72697, + "n_ref": 82164 + }, + "9": { + "Dice": 0.8135316606161853, + "FN": 22214, + "FP": 6807, + "IoU": 0.6856749848366692, + "TN": 119089884, + "TP": 63307, + "n_pred": 70114, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 20763, + "IoU": 0.0, + "TN": 61311717, + "TP": 0, + "n_pred": 20763, + "n_ref": 0 + }, + "10": { + "Dice": 0.39711212103779553, + "FN": 20622, + "FP": 21298, + "IoU": 0.2477479094139181, + "TN": 61276754, + "TP": 13806, + "n_pred": 35104, + "n_ref": 34428 + }, + "11": { + "Dice": 0.0, + "FN": 3864, + "FP": 0, + "IoU": 0.0, + "TN": 61328616, + "TP": 0, + "n_pred": 0, + "n_ref": 3864 + }, + "12": { + "Dice": 0.0, + "FN": 4850, + "FP": 0, + "IoU": 0.0, + "TN": 61327630, + "TP": 0, + "n_pred": 0, + "n_ref": 4850 + }, + "13": { + "Dice": 0.1894689969943226, + "FN": 45888, + "FP": 12360, + "IoU": 0.10464830300049188, + "TN": 61267424, + "TP": 6808, + "n_pred": 19168, + "n_ref": 52696 + }, + "14": { + "Dice": 0.8717255684586012, + "FN": 48680, + "FP": 16624, + "IoU": 0.7726183844011142, + "TN": 61045280, + "TP": 221896, + "n_pred": 238520, + "n_ref": 270576 + }, + "15": { + "Dice": 0.6261414366883117, + "FN": 48858, + "FP": 10098, + "IoU": 0.45575392795820024, + "TN": 61224154, + "TP": 49370, + "n_pred": 59468, + "n_ref": 98228 + }, + "2": { + "Dice": 0.48359133408107385, + "FN": 107694, + "FP": 6029, + "IoU": 0.3189056782315492, + "TN": 61165509, + "TP": 53248, + "n_pred": 59277, + "n_ref": 160942 + }, + "3": { + "Dice": 0.7268438730071886, + "FN": 9081, + "FP": 80786, + "IoU": 0.5708992460523992, + "TN": 61123049, + "TP": 119564, + "n_pred": 200350, + "n_ref": 128645 + }, + "4": { + "Dice": 0.46010139593027294, + "FN": 28939, + "FP": 2157, + "IoU": 0.2987868127903306, + "TN": 61288134, + "TP": 13250, + "n_pred": 15407, + "n_ref": 42189 + }, + "5": { + "Dice": 0.5031596925704526, + "FN": 5626, + "FP": 192, + "IoU": 0.336147877681424, + "TN": 61323716, + "TP": 2946, + "n_pred": 3138, + "n_ref": 8572 + }, + "6": { + "Dice": 0.8928283630035482, + "FN": 25566, + "FP": 257845, + "IoU": 0.8064046559444238, + "TN": 59868545, + "TP": 1180524, + "n_pred": 1438369, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.2764066754058687, + "FN": 160369, + "FP": 69259, + "IoU": 0.16036652698858442, + "TN": 61058994, + "TP": 43858, + "n_pred": 113117, + "n_ref": 204227 + }, + "8": { + "Dice": 0.7169612353829152, + "FN": 32581, + "FP": 6606, + "IoU": 0.55879935599365, + "TN": 61243661, + "TP": 49632, + "n_pred": 56238, + "n_ref": 82213 + }, + "9": { + "Dice": 0.7256403074720692, + "FN": 16740, + "FP": 18524, + "IoU": 0.5694156145449217, + "TN": 61250582, + "TP": 46634, + "n_pred": 65158, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9554270256198394, + "FN": 8333, + "FP": 7419, + "IoU": 0.9146579981037518, + "TN": 148922925, + "TP": 168823, + "n_pred": 176242, + "n_ref": 177156 + }, + "10": { + "Dice": 0.4073125196996759, + "FN": 47603, + "FP": 25732, + "IoU": 0.25573913572979884, + "TN": 149008966, + "TP": 25199, + "n_pred": 50931, + "n_ref": 72802 + }, + "11": { + "Dice": 0.0, + "FN": 2604, + "FP": 0, + "IoU": 0.0, + "TN": 149104896, + "TP": 0, + "n_pred": 0, + "n_ref": 2604 + }, + "12": { + "Dice": 0.0, + "FN": 2097, + "FP": 0, + "IoU": 0.0, + "TN": 149105403, + "TP": 0, + "n_pred": 0, + "n_ref": 2097 + }, + "13": { + "Dice": 0.08898153274924274, + "FN": 80269, + "FP": 3644, + "IoU": 0.046562361522991445, + "TN": 149019489, + "TP": 4098, + "n_pred": 7742, + "n_ref": 84367 + }, + "14": { + "Dice": 0.6909672750807898, + "FN": 16199, + "FP": 52558, + "IoU": 0.5278456847772345, + "TN": 148961876, + "TP": 76867, + "n_pred": 129425, + "n_ref": 93066 + }, + "15": { + "Dice": 0.6873563559259205, + "FN": 14865, + "FP": 6220, + "IoU": 0.5236427716151187, + "TN": 149063237, + "TP": 23178, + "n_pred": 29398, + "n_ref": 38043 + }, + "2": { + "Dice": 0.75093893319393, + "FN": 55732, + "FP": 11445, + "IoU": 0.6012027379206762, + "TN": 148939051, + "TP": 101272, + "n_pred": 112717, + "n_ref": 157004 + }, + "3": { + "Dice": 0.41669410602568324, + "FN": 32245, + "FP": 45701, + "IoU": 0.2631797857959863, + "TN": 149001713, + "TP": 27841, + "n_pred": 73542, + "n_ref": 60086 + }, + "4": { + "Dice": 0.8004288908153488, + "FN": 8290, + "FP": 458, + "IoU": 0.6672625613327755, + "TN": 149081209, + "TP": 17543, + "n_pred": 18001, + "n_ref": 25833 + }, + "5": { + "Dice": 0.05648613704927453, + "FN": 32733, + "FP": 106, + "IoU": 0.02906392289042635, + "TN": 149073678, + "TP": 983, + "n_pred": 1089, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9346562139071868, + "FN": 107446, + "FP": 32184, + "IoU": 0.8773282635223999, + "TN": 147969259, + "TP": 998611, + "n_pred": 1030795, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.4718327277924048, + "FN": 189292, + "FP": 2888, + "IoU": 0.3087572521500174, + "TN": 148829479, + "TP": 85841, + "n_pred": 88729, + "n_ref": 275133 + }, + "8": { + "Dice": 0.8769630685011964, + "FN": 37950, + "FP": 15677, + "IoU": 0.7808853332461674, + "TN": 148862756, + "TP": 191117, + "n_pred": 206794, + "n_ref": 229067 + }, + "9": { + "Dice": 0.7482331877013473, + "FN": 28145, + "FP": 11790, + "IoU": 0.5977416722906614, + "TN": 149008223, + "TP": 59342, + "n_pred": 71132, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.08408118992564798, + "FN": 492159, + "FP": 7733, + "IoU": 0.04388557045503665, + "TN": 100189963, + "TP": 22945, + "n_pred": 30678, + "n_ref": 515104 + }, + "10": { + "Dice": 0.17066895368782162, + "FN": 26730, + "FP": 87376, + "IoU": 0.09329582747304266, + "TN": 100586953, + "TP": 11741, + "n_pred": 99117, + "n_ref": 38471 + }, + "11": { + "Dice": 0.0, + "FN": 3481, + "FP": 0, + "IoU": 0.0, + "TN": 100709319, + "TP": 0, + "n_pred": 0, + "n_ref": 3481 + }, + "12": { + "Dice": 0.0, + "FN": 5873, + "FP": 0, + "IoU": 0.0, + "TN": 100706927, + "TP": 0, + "n_pred": 0, + "n_ref": 5873 + }, + "13": { + "Dice": 0.00761811836229219, + "FN": 38952, + "FP": 13936, + "IoU": 0.003823623589685634, + "TN": 100659709, + "TP": 203, + "n_pred": 14139, + "n_ref": 39155 + }, + "14": { + "Dice": 0.3510263824284765, + "FN": 114804, + "FP": 29738, + "IoU": 0.21287568138624322, + "TN": 100529167, + "TP": 39091, + "n_pred": 68829, + "n_ref": 153895 + }, + "15": { + "Dice": 0.7679636933656958, + "FN": 34517, + "FP": 2193, + "IoU": 0.6233287844119065, + "TN": 100615341, + "TP": 60749, + "n_pred": 62942, + "n_ref": 95266 + }, + "2": { + "Dice": 0.31684301597622644, + "FN": 174195, + "FP": 80061, + "IoU": 0.1882432945849044, + "TN": 100399583, + "TP": 58961, + "n_pred": 139022, + "n_ref": 233156 + }, + "3": { + "Dice": 0.641401629992591, + "FN": 82836, + "FP": 74948, + "IoU": 0.47210540226770115, + "TN": 100413907, + "TP": 141109, + "n_pred": 216057, + "n_ref": 223945 + }, + "4": { + "Dice": 0.022792190582761565, + "FN": 56878, + "FP": 9492, + "IoU": 0.011527463362325747, + "TN": 100645656, + "TP": 774, + "n_pred": 10266, + "n_ref": 57652 + }, + "5": { + "Dice": 0.029478716139312543, + "FN": 16214, + "FP": 840, + "IoU": 0.014959856755039566, + "TN": 100695487, + "TP": 259, + "n_pred": 1099, + "n_ref": 16473 + }, + "6": { + "Dice": 0.4857689924515366, + "FN": 1095377, + "FP": 985196, + "IoU": 0.3208024337303695, + "TN": 97649519, + "TP": 982708, + "n_pred": 1967904, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.19445737000943936, + "FN": 143045, + "FP": 99317, + "IoU": 0.1077002374684756, + "TN": 100441185, + "TP": 29253, + "n_pred": 128570, + "n_ref": 172298 + }, + "8": { + "Dice": 0.8209896845567349, + "FN": 23626, + "FP": 12296, + "IoU": 0.6963379995942381, + "TN": 100594504, + "TP": 82374, + "n_pred": 94670, + "n_ref": 106000 + }, + "9": { + "Dice": 0.5990894641846933, + "FN": 46258, + "FP": 28153, + "IoU": 0.42764291428219803, + "TN": 100582792, + "TP": 55597, + "n_pred": 83750, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8341516299471637, + "FN": 10895, + "FP": 15723, + "IoU": 0.7154889532584414, + "TN": 78857143, + "TP": 66939, + "n_pred": 82662, + "n_ref": 77834 + }, + "10": { + "Dice": 0.5094886303302438, + "FN": 22151, + "FP": 10184, + "IoU": 0.3418213645985996, + "TN": 78901572, + "TP": 16793, + "n_pred": 26977, + "n_ref": 38944 + }, + "11": { + "Dice": 0.0, + "FN": 1368, + "FP": 0, + "IoU": 0.0, + "TN": 78949332, + "TP": 0, + "n_pred": 0, + "n_ref": 1368 + }, + "12": { + "Dice": 0.0, + "FN": 2560, + "FP": 0, + "IoU": 0.0, + "TN": 78948140, + "TP": 0, + "n_pred": 0, + "n_ref": 2560 + }, + "13": { + "Dice": 0.11404239563084329, + "FN": 55709, + "FP": 1717, + "IoU": 0.06046922548345931, + "TN": 78889578, + "TP": 3696, + "n_pred": 5413, + "n_ref": 59405 + }, + "14": { + "Dice": 0.2651825341461689, + "FN": 14154, + "FP": 58529, + "IoU": 0.1528590410032868, + "TN": 78864902, + "TP": 13115, + "n_pred": 71644, + "n_ref": 27269 + }, + "15": { + "Dice": 0.8370379055627208, + "FN": 9147, + "FP": 10311, + "IoU": 0.7197465072735129, + "TN": 78881270, + "TP": 49972, + "n_pred": 60283, + "n_ref": 59119 + }, + "2": { + "Dice": 0.5603019243530193, + "FN": 46081, + "FP": 38735, + "IoU": 0.38918015786138155, + "TN": 78811844, + "TP": 54040, + "n_pred": 92775, + "n_ref": 100121 + }, + "3": { + "Dice": 0.3203973446678447, + "FN": 67905, + "FP": 3246, + "IoU": 0.19075782218532125, + "TN": 78862777, + "TP": 16772, + "n_pred": 20018, + "n_ref": 84677 + }, + "4": { + "Dice": 0.5322774576060367, + "FN": 10709, + "FP": 572, + "IoU": 0.36265536723163844, + "TN": 78933000, + "TP": 6419, + "n_pred": 6991, + "n_ref": 17128 + }, + "5": { + "Dice": 0.23751150011189298, + "FN": 30022, + "FP": 643, + "IoU": 0.13475917722411895, + "TN": 78915259, + "TP": 4776, + "n_pred": 5419, + "n_ref": 34798 + }, + "6": { + "Dice": 0.8393631006672172, + "FN": 181619, + "FP": 19509, + "IoU": 0.7231918105910153, + "TN": 78224103, + "TP": 525469, + "n_pred": 544978, + "n_ref": 707088 + }, + "7": { + "Dice": 0.0010499861843923106, + "FN": 720714, + "FP": 38498, + "IoU": 0.0005252688547164273, + "TN": 78191089, + "TP": 399, + "n_pred": 38897, + "n_ref": 721113 + }, + "8": { + "Dice": 0.655699258353147, + "FN": 169227, + "FP": 777, + "IoU": 0.4877623273121714, + "TN": 78618815, + "TP": 161881, + "n_pred": 162658, + "n_ref": 331108 + }, + "9": { + "Dice": 0.5695545624909903, + "FN": 33342, + "FP": 2490, + "IoU": 0.39816587725486247, + "TN": 78891162, + "TP": 23706, + "n_pred": 26196, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.930486170550143, + "FN": 11768, + "FP": 8617, + "IoU": 0.8700085449374434, + "TN": 104847622, + "TP": 136433, + "n_pred": 145050, + "n_ref": 148201 + }, + "10": { + "Dice": 0.6160071016879374, + "FN": 39353, + "FP": 20341, + "IoU": 0.44509412038112944, + "TN": 104896865, + "TP": 47881, + "n_pred": 68222, + "n_ref": 87234 + }, + "11": { + "Dice": 0.0, + "FN": 4331, + "FP": 0, + "IoU": 0.0, + "TN": 105000109, + "TP": 0, + "n_pred": 0, + "n_ref": 4331 + }, + "12": { + "Dice": 0.0, + "FN": 4833, + "FP": 0, + "IoU": 0.0, + "TN": 104999607, + "TP": 0, + "n_pred": 0, + "n_ref": 4833 + }, + "13": { + "Dice": 0.5879682780790222, + "FN": 44529, + "FP": 2127, + "IoU": 0.4163987741572331, + "TN": 104924495, + "TP": 33289, + "n_pred": 35416, + "n_ref": 77818 + }, + "14": { + "Dice": 0.8724809893116846, + "FN": 12370, + "FP": 4500, + "IoU": 0.7738060121745193, + "TN": 104929858, + "TP": 57712, + "n_pred": 62212, + "n_ref": 70082 + }, + "15": { + "Dice": 0.8159658329357777, + "FN": 6401, + "FP": 1700, + "IoU": 0.6891404451266309, + "TN": 104978380, + "TP": 17959, + "n_pred": 19659, + "n_ref": 24360 + }, + "2": { + "Dice": 0.7695605032905519, + "FN": 33410, + "FP": 48841, + "IoU": 0.6254354686667486, + "TN": 104784849, + "TP": 137340, + "n_pred": 186181, + "n_ref": 170750 + }, + "3": { + "Dice": 0.702226135728794, + "FN": 58641, + "FP": 21844, + "IoU": 0.5411005376681282, + "TN": 104829053, + "TP": 94902, + "n_pred": 116746, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 242, + "IoU": 0.0, + "TN": 105004198, + "TP": 0, + "n_pred": 242, + "n_ref": 0 + }, + "5": { + "Dice": 0.4559371440705778, + "FN": 18271, + "FP": 9912, + "IoU": 0.29528405681136227, + "TN": 104964448, + "TP": 11809, + "n_pred": 21721, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9363690095587014, + "FN": 54819, + "FP": 105698, + "IoU": 0.8803513793540404, + "TN": 103662870, + "TP": 1181053, + "n_pred": 1286751, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.7559690061049333, + "FN": 77844, + "FP": 20449, + "IoU": 0.6076769870001317, + "TN": 104753899, + "TP": 152248, + "n_pred": 172697, + "n_ref": 230092 + }, + "8": { + "Dice": 0.799238223340242, + "FN": 118992, + "FP": 5190, + "IoU": 0.66560931474979, + "TN": 104633072, + "TP": 247186, + "n_pred": 252376, + "n_ref": 366178 + }, + "9": { + "Dice": 0.8573524809268009, + "FN": 10002, + "FP": 17801, + "IoU": 0.7503210453055543, + "TN": 104893085, + "TP": 83552, + "n_pred": 101353, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6299404209728628, + "FN": 225265, + "FP": 1321, + "IoU": 0.4597905307301861, + "TN": 177256847, + "TP": 192855, + "n_pred": 194176, + "n_ref": 418120 + }, + "10": { + "Dice": 0.1797488076915769, + "FN": 62501, + "FP": 23837, + "IoU": 0.09874945197185744, + "TN": 177580490, + "TP": 9460, + "n_pred": 33297, + "n_ref": 71961 + }, + "11": { + "Dice": 0.0, + "FN": 4743, + "FP": 0, + "IoU": 0.0, + "TN": 177671545, + "TP": 0, + "n_pred": 0, + "n_ref": 4743 + }, + "12": { + "Dice": 0.0, + "FN": 5198, + "FP": 0, + "IoU": 0.0, + "TN": 177671090, + "TP": 0, + "n_pred": 0, + "n_ref": 5198 + }, + "13": { + "Dice": 0.5221422093374778, + "FN": 43403, + "FP": 18244, + "IoU": 0.35331018494235633, + "TN": 177580961, + "TP": 33680, + "n_pred": 51924, + "n_ref": 77083 + }, + "14": { + "Dice": 0.8376723573054132, + "FN": 16800, + "FP": 6239, + "IoU": 0.7206852238009795, + "TN": 177593804, + "TP": 59445, + "n_pred": 65684, + "n_ref": 76245 + }, + "15": { + "Dice": 0.4233888971573151, + "FN": 11790, + "FP": 19204, + "IoU": 0.26854364807778536, + "TN": 177633915, + "TP": 11379, + "n_pred": 30583, + "n_ref": 23169 + }, + "2": { + "Dice": 0.7659113028842098, + "FN": 28253, + "FP": 85512, + "IoU": 0.6206290558160319, + "TN": 177376410, + "TP": 186113, + "n_pred": 271625, + "n_ref": 214366 + }, + "3": { + "Dice": 0.6434106402866965, + "FN": 101387, + "FP": 15728, + "IoU": 0.4742854834293204, + "TN": 177453515, + "TP": 105658, + "n_pred": 121386, + "n_ref": 207045 + }, + "4": { + "Dice": 0.22893921334922526, + "FN": 29631, + "FP": 2715, + "IoU": 0.1292667169161193, + "TN": 177639140, + "TP": 4802, + "n_pred": 7517, + "n_ref": 34433 + }, + "5": { + "Dice": 0.6064174271415955, + "FN": 15731, + "FP": 4324, + "IoU": 0.4351499788762146, + "TN": 177640783, + "TP": 15450, + "n_pred": 19774, + "n_ref": 31181 + }, + "6": { + "Dice": 0.8882850671475682, + "FN": 102510, + "FP": 325857, + "IoU": 0.7990223400781452, + "TN": 175544872, + "TP": 1703049, + "n_pred": 2028906, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.6638282604425872, + "FN": 153569, + "FP": 63802, + "IoU": 0.49681357627161804, + "TN": 177244299, + "TP": 214618, + "n_pred": 278420, + "n_ref": 368187 + }, + "8": { + "Dice": 0.7985490547929059, + "FN": 33455, + "FP": 50294, + "IoU": 0.6646538986702117, + "TN": 177426549, + "TP": 165990, + "n_pred": 216284, + "n_ref": 199445 + }, + "9": { + "Dice": 0.7913103693884416, + "FN": 35236, + "FP": 17503, + "IoU": 0.654684502412802, + "TN": 177523561, + "TP": 99988, + "n_pred": 117491, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9310409017209424, + "FN": 14508, + "FP": 11053, + "IoU": 0.8709789768568761, + "TN": 193807420, + "TP": 172554, + "n_pred": 183607, + "n_ref": 187062 + }, + "10": { + "Dice": 0.7360270569943693, + "FN": 27635, + "FP": 14980, + "IoU": 0.5823123517534746, + "TN": 193903509, + "TP": 59411, + "n_pred": 74391, + "n_ref": 87046 + }, + "11": { + "Dice": 0.0, + "FN": 3112, + "FP": 0, + "IoU": 0.0, + "TN": 194002423, + "TP": 0, + "n_pred": 0, + "n_ref": 3112 + }, + "12": { + "Dice": 0.0, + "FN": 3950, + "FP": 0, + "IoU": 0.0, + "TN": 194001585, + "TP": 0, + "n_pred": 0, + "n_ref": 3950 + }, + "13": { + "Dice": 0.5030774025164583, + "FN": 41048, + "FP": 9978, + "IoU": 0.3360744258668922, + "TN": 193928680, + "TP": 25829, + "n_pred": 35807, + "n_ref": 66877 + }, + "14": { + "Dice": 0.7957513768686074, + "FN": 10161, + "FP": 23587, + "IoU": 0.6607866196262904, + "TN": 193906046, + "TP": 65741, + "n_pred": 89328, + "n_ref": 75902 + }, + "15": { + "Dice": 0.4543808091853472, + "FN": 7669, + "FP": 24265, + "IoU": 0.2939797926201057, + "TN": 193960304, + "TP": 13297, + "n_pred": 37562, + "n_ref": 20966 + }, + "2": { + "Dice": 0.7227188071064508, + "FN": 15111, + "FP": 79875, + "IoU": 0.5658259208132593, + "TN": 193786761, + "TP": 123788, + "n_pred": 203663, + "n_ref": 138899 + }, + "3": { + "Dice": 0.44728099116350967, + "FN": 95782, + "FP": 44, + "IoU": 0.28806306138975774, + "TN": 193870936, + "TP": 38773, + "n_pred": 38817, + "n_ref": 134555 + }, + "4": { + "Dice": 0.14666723022951098, + "FN": 19294, + "FP": 895, + "IoU": 0.0791370187921912, + "TN": 193983611, + "TP": 1735, + "n_pred": 2630, + "n_ref": 21029 + }, + "5": { + "Dice": 0.4081418529010597, + "FN": 19490, + "FP": 3074, + "IoU": 0.25639335618244136, + "TN": 193975191, + "TP": 7780, + "n_pred": 10854, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9190073245347781, + "FN": 80999, + "FP": 148880, + "IoU": 0.8501512964824383, + "TN": 192471461, + "TP": 1304195, + "n_pred": 1453075, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.6103386154363215, + "FN": 175784, + "FP": 10879, + "IoU": 0.4391995217079113, + "TN": 193672684, + "TP": 146188, + "n_pred": 157067, + "n_ref": 321972 + }, + "8": { + "Dice": 0.8706966089835864, + "FN": 46029, + "FP": 11999, + "IoU": 0.7710032714945876, + "TN": 193752134, + "TP": 195373, + "n_pred": 207372, + "n_ref": 241402 + }, + "9": { + "Dice": 0.7138106030744974, + "FN": 40467, + "FP": 6001, + "IoU": 0.5549809419831829, + "TN": 193901117, + "TP": 57950, + "n_pred": 63951, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8196323570328875, + "FN": 3985, + "FP": 44634, + "IoU": 0.6943873478034032, + "TN": 99496713, + "TP": 110468, + "n_pred": 155102, + "n_ref": 114453 + }, + "10": { + "Dice": 0.5830671218123071, + "FN": 39744, + "FP": 5936, + "IoU": 0.41149946535087156, + "TN": 99578179, + "TP": 31941, + "n_pred": 37877, + "n_ref": 71685 + }, + "11": { + "Dice": 0.0, + "FN": 3642, + "FP": 0, + "IoU": 0.0, + "TN": 99652158, + "TP": 0, + "n_pred": 0, + "n_ref": 3642 + }, + "12": { + "Dice": 0.0, + "FN": 3568, + "FP": 0, + "IoU": 0.0, + "TN": 99652232, + "TP": 0, + "n_pred": 0, + "n_ref": 3568 + }, + "13": { + "Dice": 0.3025731083454226, + "FN": 35524, + "FP": 10147, + "IoU": 0.17825398538990248, + "TN": 99600222, + "TP": 9907, + "n_pred": 20054, + "n_ref": 45431 + }, + "14": { + "Dice": 0.47537721770850605, + "FN": 36938, + "FP": 1030, + "IoU": 0.311799891245242, + "TN": 99600630, + "TP": 17202, + "n_pred": 18232, + "n_ref": 54140 + }, + "15": { + "Dice": 0.4275211590876488, + "FN": 26026, + "FP": 5900, + "IoU": 0.2718772093871873, + "TN": 99611953, + "TP": 11921, + "n_pred": 17821, + "n_ref": 37947 + }, + "2": { + "Dice": 0.47366953473550033, + "FN": 79079, + "FP": 199, + "IoU": 0.31033222851475845, + "TN": 99540849, + "TP": 35673, + "n_pred": 35872, + "n_ref": 114752 + }, + "3": { + "Dice": 0.7780809304907689, + "FN": 8881, + "FP": 56677, + "IoU": 0.6367696109393526, + "TN": 99475314, + "TP": 114928, + "n_pred": 171605, + "n_ref": 123809 + }, + "4": { + "Dice": 0.2918089493990864, + "FN": 15616, + "FP": 353, + "IoU": 0.1708292227010748, + "TN": 99636541, + "TP": 3290, + "n_pred": 3643, + "n_ref": 18906 + }, + "5": { + "Dice": 0.6642987249544626, + "FN": 3319, + "FP": 367, + "IoU": 0.49734078821764627, + "TN": 99648467, + "TP": 3647, + "n_pred": 4014, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9242024272471921, + "FN": 113168, + "FP": 90381, + "IoU": 0.8590858081993009, + "TN": 98211311, + "TP": 1240940, + "n_pred": 1331321, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.7179635823975791, + "FN": 43125, + "FP": 54177, + "IoU": 0.5600180872710829, + "TN": 99434650, + "TP": 123848, + "n_pred": 178025, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9318723934688601, + "FN": 10091, + "FP": 3190, + "IoU": 0.8724354541263255, + "TN": 99551688, + "TP": 90831, + "n_pred": 94021, + "n_ref": 100922 + }, + "9": { + "Dice": 0.876371757663704, + "FN": 18231, + "FP": 3579, + "IoU": 0.7799481400018161, + "TN": 99556687, + "TP": 77303, + "n_pred": 80882, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7951074611217893, + "FN": 151142, + "FP": 1296, + "IoU": 0.6598990660711178, + "TN": 62635306, + "TP": 295776, + "n_pred": 297072, + "n_ref": 446918 + }, + "10": { + "Dice": 0.6505745650638762, + "FN": 30309, + "FP": 13235, + "IoU": 0.48211227402473833, + "TN": 62999440, + "TP": 40536, + "n_pred": 53771, + "n_ref": 70845 + }, + "11": { + "Dice": 0.0, + "FN": 3545, + "FP": 0, + "IoU": 0.0, + "TN": 63079975, + "TP": 0, + "n_pred": 0, + "n_ref": 3545 + }, + "12": { + "Dice": 0.0, + "FN": 3502, + "FP": 0, + "IoU": 0.0, + "TN": 63080018, + "TP": 0, + "n_pred": 0, + "n_ref": 3502 + }, + "13": { + "Dice": 0.32485763878315416, + "FN": 34987, + "FP": 9355, + "IoU": 0.19392837665878931, + "TN": 63028510, + "TP": 10668, + "n_pred": 20023, + "n_ref": 45655 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6811975911504676, + "FN": 4352, + "FP": 107613, + "IoU": 0.5165274089427209, + "TN": 62851935, + "TP": 119620, + "n_pred": 227233, + "n_ref": 123972 + }, + "3": { + "Dice": 0.2133828387343362, + "FN": 111957, + "FP": 3295, + "IoU": 0.11943400262828154, + "TN": 62952636, + "TP": 15632, + "n_pred": 18927, + "n_ref": 127589 + }, + "4": { + "Dice": 0.00032230339492909325, + "FN": 18026, + "FP": 584, + "IoU": 0.00016117767151990544, + "TN": 63064907, + "TP": 3, + "n_pred": 587, + "n_ref": 18029 + }, + "5": { + "Dice": 0.47816366075421074, + "FN": 10538, + "FP": 3466, + "IoU": 0.31420176297747304, + "TN": 63063100, + "TP": 6416, + "n_pred": 9882, + "n_ref": 16954 + }, + "6": { + "Dice": 0.8431024900935304, + "FN": 220947, + "FP": 117271, + "IoU": 0.7287616084174058, + "TN": 61836580, + "TP": 908722, + "n_pred": 1025993, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.29325871861540426, + "FN": 123328, + "FP": 37315, + "IoU": 0.17182376837894128, + "TN": 62889548, + "TP": 33329, + "n_pred": 70644, + "n_ref": 156657 + }, + "8": { + "Dice": 0.912667607621736, + "FN": 13671, + "FP": 5139, + "IoU": 0.8393639461301314, + "TN": 62966423, + "TP": 98287, + "n_pred": 103426, + "n_ref": 111958 + }, + "9": { + "Dice": 0.8001669250029808, + "FN": 9334, + "FP": 7426, + "IoU": 0.666898539203021, + "TN": 63033205, + "TP": 33555, + "n_pred": 40981, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8979771283094682, + "FN": 49006, + "FP": 10865, + "IoU": 0.8148443660991789, + "TN": 109285463, + "TP": 263484, + "n_pred": 274349, + "n_ref": 312490 + }, + "10": { + "Dice": 0.48887470597621047, + "FN": 40437, + "FP": 58868, + "IoU": 0.32351698956374836, + "TN": 109462022, + "TP": 47491, + "n_pred": 106359, + "n_ref": 87928 + }, + "11": { + "Dice": 0.0, + "FN": 4466, + "FP": 0, + "IoU": 0.0, + "TN": 109604352, + "TP": 0, + "n_pred": 0, + "n_ref": 4466 + }, + "12": { + "Dice": 0.0, + "FN": 4081, + "FP": 0, + "IoU": 0.0, + "TN": 109604737, + "TP": 0, + "n_pred": 0, + "n_ref": 4081 + }, + "13": { + "Dice": 0.30041513711536005, + "FN": 60770, + "FP": 32421, + "IoU": 0.17675795053003535, + "TN": 109495618, + "TP": 20009, + "n_pred": 52430, + "n_ref": 80779 + }, + "14": { + "Dice": 0.2067162705841508, + "FN": 81733, + "FP": 34798, + "IoU": 0.1152724843220918, + "TN": 109477104, + "TP": 15183, + "n_pred": 49981, + "n_ref": 96916 + }, + "15": { + "Dice": 0.6840622652533177, + "FN": 37975, + "FP": 22589, + "IoU": 0.5198287481170221, + "TN": 109482688, + "TP": 65566, + "n_pred": 88155, + "n_ref": 103541 + }, + "2": { + "Dice": 0.4052890483411621, + "FN": 159272, + "FP": 1520, + "IoU": 0.2541457735143635, + "TN": 109393237, + "TP": 54789, + "n_pred": 56309, + "n_ref": 214061 + }, + "3": { + "Dice": 0.7121188209093938, + "FN": 22332, + "FP": 158255, + "IoU": 0.5529382931212897, + "TN": 109204876, + "TP": 223355, + "n_pred": 381610, + "n_ref": 245687 + }, + "4": { + "Dice": 0.008141572906654605, + "FN": 50002, + "FP": 20170, + "IoU": 0.004087425489639512, + "TN": 109538358, + "TP": 288, + "n_pred": 20458, + "n_ref": 50290 + }, + "5": { + "Dice": 0.5609613814024035, + "FN": 5744, + "FP": 1782, + "IoU": 0.3898167666612615, + "TN": 109596484, + "TP": 4808, + "n_pred": 6590, + "n_ref": 10552 + }, + "6": { + "Dice": 0.776308141003844, + "FN": 59863, + "FP": 626278, + "IoU": 0.6343983865682339, + "TN": 107732073, + "TP": 1190604, + "n_pred": 1816882, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.4200173921562266, + "FN": 867840, + "FP": 43877, + "IoU": 0.2658367187531455, + "TN": 108366973, + "TP": 330128, + "n_pred": 374005, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.8746972999983527, + "FN": 9772, + "FP": 13047, + "IoU": 0.7772995657053628, + "TN": 109506353, + "TP": 79646, + "n_pred": 92693, + "n_ref": 89418 + }, + "9": { + "Dice": 0.7292590896891429, + "FN": 9009, + "FP": 25289, + "IoU": 0.5738849546527519, + "TN": 109528328, + "TP": 46192, + "n_pred": 71481, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7959208837118218, + "FN": 3908, + "FP": 24229, + "IoU": 0.661020420456599, + "TN": 66984347, + "TP": 54868, + "n_pred": 79097, + "n_ref": 58776 + }, + "10": { + "Dice": 0.4464309924078091, + "FN": 52453, + "FP": 12877, + "IoU": 0.2873583279700675, + "TN": 66975679, + "TP": 26343, + "n_pred": 39220, + "n_ref": 78796 + }, + "11": { + "Dice": 0.0, + "FN": 3126, + "FP": 0, + "IoU": 0.0, + "TN": 67064226, + "TP": 0, + "n_pred": 0, + "n_ref": 3126 + }, + "12": { + "Dice": 0.0, + "FN": 3311, + "FP": 0, + "IoU": 0.0, + "TN": 67064041, + "TP": 0, + "n_pred": 0, + "n_ref": 3311 + }, + "13": { + "Dice": 0.36371066612178177, + "FN": 29311, + "FP": 1829, + "IoU": 0.22227772227772227, + "TN": 67027312, + "TP": 8900, + "n_pred": 10729, + "n_ref": 38211 + }, + "14": { + "Dice": 0.6254590468330926, + "FN": 30002, + "FP": 24460, + "IoU": 0.4550312199807877, + "TN": 66967416, + "TP": 45474, + "n_pred": 69934, + "n_ref": 75476 + }, + "15": { + "Dice": 0.09038780335353426, + "FN": 28036, + "FP": 38906, + "IoU": 0.047333067683725166, + "TN": 66997084, + "TP": 3326, + "n_pred": 42232, + "n_ref": 31362 + }, + "2": { + "Dice": 0.47896103341632046, + "FN": 56291, + "FP": 138972, + "IoU": 0.31489070558927756, + "TN": 66782342, + "TP": 89747, + "n_pred": 228719, + "n_ref": 146038 + }, + "3": { + "Dice": 0.005699703838918174, + "FN": 159911, + "FP": 232, + "IoU": 0.002857996787088579, + "TN": 66906750, + "TP": 459, + "n_pred": 691, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 0, + "IoU": 0.0, + "TN": 67054313, + "TP": 0, + "n_pred": 0, + "n_ref": 13039 + }, + "5": { + "Dice": 0.027883672802526956, + "FN": 8793, + "FP": 132, + "IoU": 0.01413895946095217, + "TN": 67058299, + "TP": 128, + "n_pred": 260, + "n_ref": 8921 + }, + "6": { + "Dice": 0.938423827215197, + "FN": 88695, + "FP": 41379, + "IoU": 0.883991042068565, + "TN": 65946111, + "TP": 991167, + "n_pred": 1032546, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.17385867768806804, + "FN": 317684, + "FP": 4735, + "IoU": 0.09520548906256578, + "TN": 66711007, + "TP": 33926, + "n_pred": 38661, + "n_ref": 351610 + }, + "8": { + "Dice": 0.8751689641995517, + "FN": 8991, + "FP": 12896, + "IoU": 0.7780448230402596, + "TN": 66968742, + "TP": 76723, + "n_pred": 89619, + "n_ref": 85714 + }, + "9": { + "Dice": 0.8846639932778161, + "FN": 12595, + "FP": 4288, + "IoU": 0.7931815954527637, + "TN": 66985720, + "TP": 64749, + "n_pred": 69037, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4122096969095032, + "FN": 130413, + "FP": 11623, + "IoU": 0.25961217681401166, + "TN": 74327440, + "TP": 49804, + "n_pred": 61427, + "n_ref": 180217 + }, + "10": { + "Dice": 0.628546411474146, + "FN": 23128, + "FP": 15901, + "IoU": 0.4583067314365024, + "TN": 74447230, + "TP": 33021, + "n_pred": 48922, + "n_ref": 56149 + }, + "11": { + "Dice": 0.0, + "FN": 3387, + "FP": 0, + "IoU": 0.0, + "TN": 74515893, + "TP": 0, + "n_pred": 0, + "n_ref": 3387 + }, + "12": { + "Dice": 0.0, + "FN": 2201, + "FP": 0, + "IoU": 0.0, + "TN": 74517079, + "TP": 0, + "n_pred": 0, + "n_ref": 2201 + }, + "13": { + "Dice": 0.25618919323454575, + "FN": 34332, + "FP": 15362, + "IoU": 0.14691341069834513, + "TN": 74461028, + "TP": 8558, + "n_pred": 23920, + "n_ref": 42890 + }, + "14": { + "Dice": 0.4757358409096361, + "FN": 12093, + "FP": 31617, + "IoU": 0.3121085266437947, + "TN": 74455738, + "TP": 19832, + "n_pred": 51449, + "n_ref": 31925 + }, + "15": { + "Dice": 0.6804029448394369, + "FN": 8779, + "FP": 11494, + "IoU": 0.5156141734164815, + "TN": 74477427, + "TP": 21580, + "n_pred": 33074, + "n_ref": 30359 + }, + "2": { + "Dice": 0.5935738368474548, + "FN": 8341, + "FP": 173199, + "IoU": 0.42204408052033227, + "TN": 74205173, + "TP": 132567, + "n_pred": 305766, + "n_ref": 140908 + }, + "3": { + "Dice": 0.0, + "FN": 155641, + "FP": 0, + "IoU": 0.0, + "TN": 74363639, + "TP": 0, + "n_pred": 0, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0, + "FN": 13278, + "FP": 1743, + "IoU": 0.0, + "TN": 74504259, + "TP": 0, + "n_pred": 1743, + "n_ref": 13278 + }, + "5": { + "Dice": 0.4369211898190739, + "FN": 6592, + "FP": 2589, + "IoU": 0.2795260142823511, + "TN": 74506537, + "TP": 3562, + "n_pred": 6151, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9165246749719307, + "FN": 154959, + "FP": 109346, + "IoU": 0.8459119038527125, + "TN": 72803995, + "TP": 1450980, + "n_pred": 1560326, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.19030401765772395, + "FN": 149085, + "FP": 4988, + "IoU": 0.10515800417007881, + "TN": 74347101, + "TP": 18106, + "n_pred": 23094, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9533110896612527, + "FN": 1664, + "FP": 4479, + "IoU": 0.9107874175840135, + "TN": 74450422, + "TP": 62715, + "n_pred": 67194, + "n_ref": 64379 + }, + "9": { + "Dice": 0.7695506746874563, + "FN": 32349, + "FP": 3891, + "IoU": 0.6254224849869249, + "TN": 74422531, + "TP": 60509, + "n_pred": 64400, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8668383741048944, + "FN": 40939, + "FP": 33407, + "IoU": 0.7649732873897512, + "TN": 65734850, + "TP": 241984, + "n_pred": 275391, + "n_ref": 282923 + }, + "10": { + "Dice": 0.3359856019702567, + "FN": 58704, + "FP": 39436, + "IoU": 0.20191267717880115, + "TN": 65928211, + "TP": 24829, + "n_pred": 64265, + "n_ref": 83533 + }, + "11": { + "Dice": 0.0, + "FN": 3637, + "FP": 0, + "IoU": 0.0, + "TN": 66047543, + "TP": 0, + "n_pred": 0, + "n_ref": 3637 + }, + "12": { + "Dice": 0.0, + "FN": 3026, + "FP": 0, + "IoU": 0.0, + "TN": 66048154, + "TP": 0, + "n_pred": 0, + "n_ref": 3026 + }, + "13": { + "Dice": 0.4986679822397632, + "FN": 29937, + "FP": 5630, + "IoU": 0.3321503680336488, + "TN": 65997924, + "TP": 17689, + "n_pred": 23319, + "n_ref": 47626 + }, + "14": { + "Dice": 0.8648589730690546, + "FN": 7094, + "FP": 9024, + "IoU": 0.7618956169766445, + "TN": 65983487, + "TP": 51575, + "n_pred": 60599, + "n_ref": 58669 + }, + "15": { + "Dice": 0.7734622017821213, + "FN": 3069, + "FP": 9541, + "IoU": 0.6306060872367226, + "TN": 66017043, + "TP": 21527, + "n_pred": 31068, + "n_ref": 24596 + }, + "2": { + "Dice": 0.493292011161105, + "FN": 96039, + "FP": 2387, + "IoU": 0.32739722282965233, + "TN": 65904844, + "TP": 47910, + "n_pred": 50297, + "n_ref": 143949 + }, + "3": { + "Dice": 0.7167849911845182, + "FN": 19820, + "FP": 88448, + "IoU": 0.5585852614412394, + "TN": 65805905, + "TP": 137007, + "n_pred": 225455, + "n_ref": 156827 + }, + "4": { + "Dice": 0.19546756967960408, + "FN": 25776, + "FP": 5110, + "IoU": 0.10832034182112131, + "TN": 66016542, + "TP": 3752, + "n_pred": 8862, + "n_ref": 29528 + }, + "5": { + "Dice": 0.7412517869351731, + "FN": 4016, + "FP": 147, + "IoU": 0.5888801106063599, + "TN": 66041054, + "TP": 5963, + "n_pred": 6110, + "n_ref": 9979 + }, + "6": { + "Dice": 0.7822509881647304, + "FN": 58886, + "FP": 478124, + "IoU": 0.6423745620501878, + "TN": 64549581, + "TP": 964589, + "n_pred": 1442713, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.4232496239772575, + "FN": 707796, + "FP": 24602, + "IoU": 0.26843159856722476, + "TN": 65050046, + "TP": 268736, + "n_pred": 293338, + "n_ref": 976532 + }, + "8": { + "Dice": 0.8546396090991981, + "FN": 8187, + "FP": 16683, + "IoU": 0.7461752788805993, + "TN": 65953199, + "TP": 73111, + "n_pred": 89794, + "n_ref": 81298 + }, + "9": { + "Dice": 0.684073580475245, + "FN": 32358, + "FP": 2489, + "IoU": 0.5198418166285447, + "TN": 65978606, + "TP": 37727, + "n_pred": 40216, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.946881259034075, + "FN": 7564, + "FP": 8826, + "IoU": 0.8991210793244374, + "TN": 113310068, + "TP": 146082, + "n_pred": 154908, + "n_ref": 153646 + }, + "10": { + "Dice": 0.632436136904202, + "FN": 33502, + "FP": 21204, + "IoU": 0.462454554387344, + "TN": 113370770, + "TP": 47064, + "n_pred": 68268, + "n_ref": 80566 + }, + "11": { + "Dice": 0.0, + "FN": 3230, + "FP": 0, + "IoU": 0.0, + "TN": 113469310, + "TP": 0, + "n_pred": 0, + "n_ref": 3230 + }, + "12": { + "Dice": 0.0, + "FN": 4083, + "FP": 0, + "IoU": 0.0, + "TN": 113468457, + "TP": 0, + "n_pred": 0, + "n_ref": 4083 + }, + "13": { + "Dice": 0.459676739498632, + "FN": 46886, + "FP": 23617, + "IoU": 0.2984287462808355, + "TN": 113372047, + "TP": 29990, + "n_pred": 53607, + "n_ref": 76876 + }, + "14": { + "Dice": 0.7283906993291075, + "FN": 112085, + "FP": 908, + "IoU": 0.5728101382593014, + "TN": 113208037, + "TP": 151510, + "n_pred": 152418, + "n_ref": 263595 + }, + "15": { + "Dice": 0.38440950957226216, + "FN": 5940, + "FP": 45122, + "IoU": 0.2379374673531826, + "TN": 113405535, + "TP": 15943, + "n_pred": 61065, + "n_ref": 21883 + }, + "2": { + "Dice": 0.7525761373503055, + "FN": 12243, + "FP": 63272, + "IoU": 0.6033042656020172, + "TN": 113282180, + "TP": 114845, + "n_pred": 178117, + "n_ref": 127088 + }, + "3": { + "Dice": 0.5467213749322598, + "FN": 74397, + "FP": 1718, + "IoU": 0.3761985936501172, + "TN": 113350522, + "TP": 45903, + "n_pred": 47621, + "n_ref": 120300 + }, + "4": { + "Dice": 0.5772212534403429, + "FN": 17355, + "FP": 2768, + "IoU": 0.40569994093325457, + "TN": 113438680, + "TP": 13737, + "n_pred": 16505, + "n_ref": 31092 + }, + "5": { + "Dice": 0.5102594934253908, + "FN": 19671, + "FP": 5581, + "IoU": 0.3425156872445127, + "TN": 113434133, + "TP": 13155, + "n_pred": 18736, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9303664741089601, + "FN": 103941, + "FP": 51690, + "IoU": 0.8697992832020989, + "TN": 112277224, + "TP": 1039685, + "n_pred": 1091375, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.6178658234685152, + "FN": 108207, + "FP": 27631, + "IoU": 0.44703751195782704, + "TN": 113226885, + "TP": 109817, + "n_pred": 137448, + "n_ref": 218024 + }, + "8": { + "Dice": 0.8905022921307313, + "FN": 38873, + "FP": 4336, + "IoU": 0.8026175140468685, + "TN": 113253630, + "TP": 175701, + "n_pred": 180037, + "n_ref": 214574 + }, + "9": { + "Dice": 0.7966345764905752, + "FN": 32385, + "FP": 5322, + "IoU": 0.66200553957028, + "TN": 113360979, + "TP": 73854, + "n_pred": 79176, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7805642531091265, + "FN": 7403, + "FP": 59946, + "IoU": 0.6401028140263127, + "TN": 75009594, + "TP": 119785, + "n_pred": 179731, + "n_ref": 127188 + }, + "10": { + "Dice": 0.7093121735225741, + "FN": 37660, + "FP": 13481, + "IoU": 0.5495613726042841, + "TN": 75083192, + "TP": 62395, + "n_pred": 75876, + "n_ref": 100055 + }, + "11": { + "Dice": 0.0, + "FN": 3544, + "FP": 0, + "IoU": 0.0, + "TN": 75193184, + "TP": 0, + "n_pred": 0, + "n_ref": 3544 + }, + "12": { + "Dice": 0.0, + "FN": 3106, + "FP": 0, + "IoU": 0.0, + "TN": 75193622, + "TP": 0, + "n_pred": 0, + "n_ref": 3106 + }, + "13": { + "Dice": 0.4356673214222703, + "FN": 36740, + "FP": 11239, + "IoU": 0.2785004285778733, + "TN": 75130229, + "TP": 18520, + "n_pred": 29759, + "n_ref": 55260 + }, + "14": { + "Dice": 0.879003890797999, + "FN": 24728, + "FP": 5095, + "IoU": 0.7841275126492027, + "TN": 75058577, + "TP": 108328, + "n_pred": 113423, + "n_ref": 133056 + }, + "15": { + "Dice": 0.5225232992214913, + "FN": 43508, + "FP": 11875, + "IoU": 0.3536592481940084, + "TN": 75111041, + "TP": 30304, + "n_pred": 42179, + "n_ref": 73812 + }, + "2": { + "Dice": 0.6827015748422673, + "FN": 8891, + "FP": 118847, + "IoU": 0.5182588560071504, + "TN": 74931569, + "TP": 137421, + "n_pred": 256268, + "n_ref": 146312 + }, + "3": { + "Dice": 0.33806498778779, + "FN": 116995, + "FP": 2522, + "IoU": 0.2034164905989856, + "TN": 75046691, + "TP": 30520, + "n_pred": 33042, + "n_ref": 147515 + }, + "4": { + "Dice": 0.33071075258108423, + "FN": 19982, + "FP": 179, + "IoU": 0.1981147084559701, + "TN": 75171586, + "TP": 4981, + "n_pred": 5160, + "n_ref": 24963 + }, + "5": { + "Dice": 0.33662092624356776, + "FN": 6131, + "FP": 57, + "IoU": 0.20237174529517918, + "TN": 75188970, + "TP": 1570, + "n_pred": 1627, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9382929152726077, + "FN": 41090, + "FP": 118778, + "IoU": 0.8837587398350338, + "TN": 73821416, + "TP": 1215444, + "n_pred": 1334222, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.7435614232480362, + "FN": 43763, + "FP": 30766, + "IoU": 0.5918008544199803, + "TN": 75014148, + "TP": 108051, + "n_pred": 138817, + "n_ref": 151814 + }, + "8": { + "Dice": 0.8522165315391933, + "FN": 17099, + "FP": 6360, + "IoU": 0.7424889406030801, + "TN": 75105629, + "TP": 67640, + "n_pred": 74000, + "n_ref": 84739 + }, + "9": { + "Dice": 0.7862252097569113, + "FN": 20681, + "FP": 10072, + "IoU": 0.6477521333256973, + "TN": 75109423, + "TP": 56552, + "n_pred": 66624, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9080060906997598, + "FN": 33076, + "FP": 3959, + "IoU": 0.8315120468772748, + "TN": 86708064, + "TP": 182773, + "n_pred": 186732, + "n_ref": 215849 + }, + "10": { + "Dice": 0.6129212370094198, + "FN": 17783, + "FP": 46690, + "IoU": 0.44187918765906614, + "TN": 86812354, + "TP": 51045, + "n_pred": 97735, + "n_ref": 68828 + }, + "11": { + "Dice": 0.0, + "FN": 2590, + "FP": 0, + "IoU": 0.0, + "TN": 86925282, + "TP": 0, + "n_pred": 0, + "n_ref": 2590 + }, + "12": { + "Dice": 0.0, + "FN": 4915, + "FP": 0, + "IoU": 0.0, + "TN": 86922957, + "TP": 0, + "n_pred": 0, + "n_ref": 4915 + }, + "13": { + "Dice": 0.4346056334752169, + "FN": 36676, + "FP": 11940, + "IoU": 0.27763331897000043, + "TN": 86860571, + "TP": 18685, + "n_pred": 30625, + "n_ref": 55361 + }, + "14": { + "Dice": 0.5770143451664063, + "FN": 34889, + "FP": 36055, + "IoU": 0.4054955460769443, + "TN": 86808539, + "TP": 48389, + "n_pred": 84444, + "n_ref": 83278 + }, + "15": { + "Dice": 0.5674652994214375, + "FN": 98017, + "FP": 517, + "IoU": 0.39612673898388184, + "TN": 86764702, + "TP": 64636, + "n_pred": 65153, + "n_ref": 162653 + }, + "2": { + "Dice": 0.7038717468331784, + "FN": 53400, + "FP": 6189, + "IoU": 0.5430571744064782, + "TN": 86797464, + "TP": 70819, + "n_pred": 77008, + "n_ref": 124219 + }, + "3": { + "Dice": 0.7897225418305256, + "FN": 32392, + "FP": 41076, + "IoU": 0.6525136335472763, + "TN": 86716445, + "TP": 137959, + "n_pred": 179035, + "n_ref": 170351 + }, + "4": { + "Dice": 0.23879279915284152, + "FN": 8404, + "FP": 43352, + "IoU": 0.13558472792865017, + "TN": 86867998, + "TP": 8118, + "n_pred": 51470, + "n_ref": 16522 + }, + "5": { + "Dice": 0.6435812506273211, + "FN": 2267, + "FP": 1284, + "IoU": 0.4744709190469143, + "TN": 86921115, + "TP": 3206, + "n_pred": 4490, + "n_ref": 5473 + }, + "6": { + "Dice": 0.8565801752405727, + "FN": 31059, + "FP": 351780, + "IoU": 0.7491388173375384, + "TN": 85401773, + "TP": 1143260, + "n_pred": 1495040, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.39537408294513704, + "FN": 761158, + "FP": 40319, + "IoU": 0.2463964209619699, + "TN": 85864346, + "TP": 262049, + "n_pred": 302368, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9310698628859249, + "FN": 4478, + "FP": 2912, + "IoU": 0.8710296684118674, + "TN": 86870572, + "TP": 49910, + "n_pred": 52822, + "n_ref": 54388 + }, + "9": { + "Dice": 0.7879614507995191, + "FN": 6854, + "FP": 16776, + "IoU": 0.6501125325752192, + "TN": 86860336, + "TP": 43906, + "n_pred": 60682, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5503263517781409, + "FN": 33574, + "FP": 56126, + "IoU": 0.3796208563583675, + "TN": 37605011, + "TP": 54889, + "n_pred": 111015, + "n_ref": 88463 + }, + "10": { + "Dice": 0.22244301246203196, + "FN": 51408, + "FP": 3374, + "IoU": 0.12513973617809576, + "TN": 37686982, + "TP": 7836, + "n_pred": 11210, + "n_ref": 59244 + }, + "11": { + "Dice": 0.0, + "FN": 2588, + "FP": 0, + "IoU": 0.0, + "TN": 37747012, + "TP": 0, + "n_pred": 0, + "n_ref": 2588 + }, + "12": { + "Dice": 0.0, + "FN": 2917, + "FP": 0, + "IoU": 0.0, + "TN": 37746683, + "TP": 0, + "n_pred": 0, + "n_ref": 2917 + }, + "13": { + "Dice": 0.30104809085700807, + "FN": 35952, + "FP": 5528, + "IoU": 0.17719635808224068, + "TN": 37699187, + "TP": 8933, + "n_pred": 14461, + "n_ref": 44885 + }, + "14": { + "Dice": 0.38906332252883946, + "FN": 27475, + "FP": 201154, + "IoU": 0.24151372798810994, + "TN": 37448172, + "TP": 72799, + "n_pred": 273953, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 18489, + "IoU": 0.0, + "TN": 37731111, + "TP": 0, + "n_pred": 18489, + "n_ref": 0 + }, + "2": { + "Dice": 0.44659747510585374, + "FN": 42959, + "FP": 98981, + "IoU": 0.28749629793236386, + "TN": 37550387, + "TP": 57273, + "n_pred": 156254, + "n_ref": 100232 + }, + "3": { + "Dice": 0.0, + "FN": 88699, + "FP": 786, + "IoU": 0.0, + "TN": 37660115, + "TP": 0, + "n_pred": 786, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 227, + "IoU": 0.0, + "TN": 37737679, + "TP": 0, + "n_pred": 227, + "n_ref": 11694 + }, + "5": { + "Dice": 0.42366680737301254, + "FN": 7038, + "FP": 1154, + "IoU": 0.2687672944746943, + "TN": 37738397, + "TP": 3011, + "n_pred": 4165, + "n_ref": 10049 + }, + "6": { + "Dice": 0.8356479968001108, + "FN": 199331, + "FP": 14334, + "IoU": 0.717693613704078, + "TN": 36992745, + "TP": 543190, + "n_pred": 557524, + "n_ref": 742521 + }, + "7": { + "Dice": 0.1986819800681435, + "FN": 304091, + "FP": 28226, + "IoU": 0.1102981138642357, + "TN": 37376085, + "TP": 41198, + "n_pred": 69424, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9076613686340599, + "FN": 5646, + "FP": 9093, + "IoU": 0.8309340552197203, + "TN": 37662421, + "TP": 72440, + "n_pred": 81533, + "n_ref": 78086 + }, + "9": { + "Dice": 0.7982915832121528, + "FN": 11128, + "FP": 10927, + "IoU": 0.66429723888094, + "TN": 37683902, + "TP": 43643, + "n_pred": 54570, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8563540358279575, + "FN": 22466, + "FP": 36431, + "IoU": 0.7487929504896441, + "TN": 75672232, + "TP": 175559, + "n_pred": 211990, + "n_ref": 198025 + }, + "10": { + "Dice": 0.6705623835324278, + "FN": 51858, + "FP": 9310, + "IoU": 0.5043955242624837, + "TN": 75783267, + "TP": 62253, + "n_pred": 71563, + "n_ref": 114111 + }, + "11": { + "Dice": 0.0, + "FN": 4342, + "FP": 0, + "IoU": 0.0, + "TN": 75902346, + "TP": 0, + "n_pred": 0, + "n_ref": 4342 + }, + "12": { + "Dice": 0.0, + "FN": 4584, + "FP": 0, + "IoU": 0.0, + "TN": 75902104, + "TP": 0, + "n_pred": 0, + "n_ref": 4584 + }, + "13": { + "Dice": 0.46351438616631985, + "FN": 28581, + "FP": 1327, + "IoU": 0.30167180349304196, + "TN": 75863860, + "TP": 12920, + "n_pred": 14247, + "n_ref": 41501 + }, + "14": { + "Dice": 0.7453139129594999, + "FN": 38788, + "FP": 19230, + "IoU": 0.5940242110419145, + "TN": 75763778, + "TP": 84892, + "n_pred": 104122, + "n_ref": 123680 + }, + "15": { + "Dice": 0.5516625295081407, + "FN": 114708, + "FP": 3233, + "IoU": 0.38089363891192746, + "TN": 75716186, + "TP": 72561, + "n_pred": 75794, + "n_ref": 187269 + }, + "2": { + "Dice": 0.4088798126581879, + "FN": 140856, + "FP": 9084, + "IoU": 0.2569760700109516, + "TN": 75704891, + "TP": 51857, + "n_pred": 60941, + "n_ref": 192713 + }, + "3": { + "Dice": 0.7449482090716307, + "FN": 20089, + "FP": 138189, + "IoU": 0.593559735507479, + "TN": 75517263, + "TP": 231147, + "n_pred": 369336, + "n_ref": 251236 + }, + "4": { + "Dice": 0.6339635946934638, + "FN": 15793, + "FP": 817, + "IoU": 0.46408982383687164, + "TN": 75875694, + "TP": 14384, + "n_pred": 15201, + "n_ref": 30177 + }, + "5": { + "Dice": 0.7008813413585555, + "FN": 3108, + "FP": 2458, + "IoU": 0.5395052535782245, + "TN": 75894601, + "TP": 6521, + "n_pred": 8979, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9407506268465218, + "FN": 120262, + "FP": 79600, + "IoU": 0.8881295100943272, + "TN": 74120140, + "TP": 1586686, + "n_pred": 1666286, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.6880205285193355, + "FN": 120904, + "FP": 17696, + "IoU": 0.5244140960093333, + "TN": 75615258, + "TP": 152830, + "n_pred": 170526, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9369743697992468, + "FN": 7409, + "FP": 3937, + "IoU": 0.8814221813469336, + "TN": 75811004, + "TP": 84338, + "n_pred": 88275, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8602739726027397, + "FN": 14161, + "FP": 6494, + "IoU": 0.7548076923076923, + "TN": 75822448, + "TP": 63585, + "n_pred": 70079, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9563613493787425, + "FN": 4570, + "FP": 3687, + "IoU": 0.9163721071555173, + "TN": 61289015, + "TP": 90478, + "n_pred": 94165, + "n_ref": 95048 + }, + "10": { + "Dice": 0.6937250431242875, + "FN": 19940, + "FP": 31373, + "IoU": 0.531071226216804, + "TN": 61278324, + "TP": 58113, + "n_pred": 89486, + "n_ref": 78053 + }, + "11": { + "Dice": 0.0, + "FN": 3342, + "FP": 0, + "IoU": 0.0, + "TN": 61384408, + "TP": 0, + "n_pred": 0, + "n_ref": 3342 + }, + "12": { + "Dice": 0.0, + "FN": 3369, + "FP": 0, + "IoU": 0.0, + "TN": 61384381, + "TP": 0, + "n_pred": 0, + "n_ref": 3369 + }, + "13": { + "Dice": 0.31585638206493727, + "FN": 30262, + "FP": 9562, + "IoU": 0.1875471775098435, + "TN": 61338733, + "TP": 9193, + "n_pred": 18755, + "n_ref": 39455 + }, + "14": { + "Dice": 0.7742777890535146, + "FN": 9237, + "FP": 24127, + "IoU": 0.6316910815017608, + "TN": 61297163, + "TP": 57223, + "n_pred": 81350, + "n_ref": 66460 + }, + "15": { + "Dice": 0.8676815585475316, + "FN": 8704, + "FP": 1674, + "IoU": 0.7662875802274519, + "TN": 61343345, + "TP": 34027, + "n_pred": 35701, + "n_ref": 42731 + }, + "2": { + "Dice": 0.7226386459214291, + "FN": 8412, + "FP": 87352, + "IoU": 0.5657276569500626, + "TN": 61167234, + "TP": 124752, + "n_pred": 212104, + "n_ref": 133164 + }, + "3": { + "Dice": 0.30177758887944395, + "FN": 109479, + "FP": 2231, + "IoU": 0.17770204120691052, + "TN": 61251899, + "TP": 24141, + "n_pred": 26372, + "n_ref": 133620 + }, + "4": { + "Dice": 0.49676193430798465, + "FN": 12571, + "FP": 406, + "IoU": 0.3304612527086988, + "TN": 61368368, + "TP": 6405, + "n_pred": 6811, + "n_ref": 18976 + }, + "5": { + "Dice": 0.3012323943661972, + "FN": 22562, + "FP": 1252, + "IoU": 0.17732407503368225, + "TN": 61358803, + "TP": 5133, + "n_pred": 6385, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9372605244306729, + "FN": 94513, + "FP": 26001, + "IoU": 0.8819287755623897, + "TN": 60367061, + "TP": 900175, + "n_pred": 926176, + "n_ref": 994688 + }, + "7": { + "Dice": 0.5375528568045735, + "FN": 100682, + "FP": 36022, + "IoU": 0.3675707934510564, + "TN": 61171593, + "TP": 79453, + "n_pred": 115475, + "n_ref": 180135 + }, + "8": { + "Dice": 0.8663705312978877, + "FN": 45325, + "FP": 16676, + "IoU": 0.7642448923719243, + "TN": 61124761, + "TP": 200988, + "n_pred": 217664, + "n_ref": 246313 + }, + "9": { + "Dice": 0.741281295524613, + "FN": 25016, + "FP": 13167, + "IoU": 0.5889173592868524, + "TN": 61294866, + "TP": 54701, + "n_pred": 67868, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9718485722542407, + "FN": 7276, + "FP": 3050, + "IoU": 0.9452387518296176, + "TN": 39560236, + "TP": 178238, + "n_pred": 181288, + "n_ref": 185514 + }, + "10": { + "Dice": 0.34197483127109113, + "FN": 32375, + "FP": 42503, + "IoU": 0.20625430646101658, + "TN": 39654465, + "TP": 19457, + "n_pred": 61960, + "n_ref": 51832 + }, + "11": { + "Dice": 0.0, + "FN": 3031, + "FP": 0, + "IoU": 0.0, + "TN": 39745769, + "TP": 0, + "n_pred": 0, + "n_ref": 3031 + }, + "12": { + "Dice": 0.0, + "FN": 3460, + "FP": 0, + "IoU": 0.0, + "TN": 39745340, + "TP": 0, + "n_pred": 0, + "n_ref": 3460 + }, + "13": { + "Dice": 0.4684835311820766, + "FN": 22796, + "FP": 24889, + "IoU": 0.3058951965065502, + "TN": 39680100, + "TP": 21015, + "n_pred": 45904, + "n_ref": 43811 + }, + "14": { + "Dice": 0.18190376076690148, + "FN": 27536, + "FP": 24607, + "IoU": 0.10005177770107007, + "TN": 39690860, + "TP": 5797, + "n_pred": 30404, + "n_ref": 33333 + }, + "15": { + "Dice": 0.6344966558051792, + "FN": 22118, + "FP": 11982, + "IoU": 0.46466137084366854, + "TN": 39685102, + "TP": 29598, + "n_pred": 41580, + "n_ref": 51716 + }, + "2": { + "Dice": 0.611052881521675, + "FN": 9119, + "FP": 129296, + "IoU": 0.4399396300926994, + "TN": 39501657, + "TP": 108728, + "n_pred": 238024, + "n_ref": 117847 + }, + "3": { + "Dice": 0.014939835705194955, + "FN": 133242, + "FP": 2980, + "IoU": 0.00752613748133037, + "TN": 39611545, + "TP": 1033, + "n_pred": 4013, + "n_ref": 134275 + }, + "4": { + "Dice": 0.3189631057097566, + "FN": 18642, + "FP": 3269, + "IoU": 0.18974188299681977, + "TN": 39721758, + "TP": 5131, + "n_pred": 8400, + "n_ref": 23773 + }, + "5": { + "Dice": 0.7783432912886332, + "FN": 1248, + "FP": 1757, + "IoU": 0.6371211206376042, + "TN": 39740519, + "TP": 5276, + "n_pred": 7033, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9549681029756527, + "FN": 54421, + "FP": 27964, + "IoU": 0.9138171817480932, + "TN": 38792867, + "TP": 873548, + "n_pred": 901512, + "n_ref": 927969 + }, + "7": { + "Dice": 0.2617134206961024, + "FN": 621778, + "FP": 540, + "IoU": 0.15055827031749064, + "TN": 39016180, + "TP": 110302, + "n_pred": 110842, + "n_ref": 732080 + }, + "8": { + "Dice": 0.950928174199107, + "FN": 972, + "FP": 4040, + "IoU": 0.906447157203121, + "TN": 39695226, + "TP": 48562, + "n_pred": 52602, + "n_ref": 49534 + }, + "9": { + "Dice": 0.8594084869267038, + "FN": 1529, + "FP": 11591, + "IoU": 0.7534761367906802, + "TN": 39695580, + "TP": 40100, + "n_pred": 51691, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8422427674163174, + "FN": 17973, + "FP": 11615, + "IoU": 0.7274778716231775, + "TN": 101288037, + "TP": 78983, + "n_pred": 90598, + "n_ref": 96956 + }, + "10": { + "Dice": 0.6162346178530569, + "FN": 38223, + "FP": 16789, + "IoU": 0.44533172010485983, + "TN": 101297428, + "TP": 44168, + "n_pred": 60957, + "n_ref": 82391 + }, + "11": { + "Dice": 0.0, + "FN": 5529, + "FP": 0, + "IoU": 0.0, + "TN": 101391079, + "TP": 0, + "n_pred": 0, + "n_ref": 5529 + }, + "12": { + "Dice": 0.0, + "FN": 5225, + "FP": 0, + "IoU": 0.0, + "TN": 101391383, + "TP": 0, + "n_pred": 0, + "n_ref": 5225 + }, + "13": { + "Dice": 0.6410874865637207, + "FN": 25492, + "FP": 1888, + "IoU": 0.4717650917369244, + "TN": 101344775, + "TP": 24453, + "n_pred": 26341, + "n_ref": 49945 + }, + "14": { + "Dice": 0.7335907058591155, + "FN": 73425, + "FP": 758, + "IoU": 0.5792682581003749, + "TN": 101220289, + "TP": 102136, + "n_pred": 102894, + "n_ref": 175561 + }, + "15": { + "Dice": 0.7540868650567559, + "FN": 9668, + "FP": 1554, + "IoU": 0.6052483467004361, + "TN": 101368180, + "TP": 17206, + "n_pred": 18760, + "n_ref": 26874 + }, + "2": { + "Dice": 0.7015290389809242, + "FN": 66281, + "FP": 31964, + "IoU": 0.5402731828752989, + "TN": 101182905, + "TP": 115458, + "n_pred": 147422, + "n_ref": 181739 + }, + "3": { + "Dice": 0.6769367484126187, + "FN": 49103, + "FP": 63596, + "IoU": 0.5116435269443433, + "TN": 101165836, + "TP": 118073, + "n_pred": 181669, + "n_ref": 167176 + }, + "4": { + "Dice": 0.6134747013823648, + "FN": 5575, + "FP": 185, + "IoU": 0.44245474784628785, + "TN": 101386277, + "TP": 4571, + "n_pred": 4756, + "n_ref": 10146 + }, + "5": { + "Dice": 0.5411555436223591, + "FN": 22392, + "FP": 4951, + "IoU": 0.37094807555156784, + "TN": 101353141, + "TP": 16124, + "n_pred": 21075, + "n_ref": 38516 + }, + "6": { + "Dice": 0.940855288732888, + "FN": 132709, + "FP": 80750, + "IoU": 0.8883160900716693, + "TN": 99485330, + "TP": 1697819, + "n_pred": 1778569, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.508267381913338, + "FN": 301651, + "FP": 6716, + "IoU": 0.34072284520080814, + "TN": 100928873, + "TP": 159368, + "n_pred": 166084, + "n_ref": 461019 + }, + "8": { + "Dice": 0.7667134114975208, + "FN": 76116, + "FP": 33179, + "IoU": 0.6216830853796149, + "TN": 101107710, + "TP": 179603, + "n_pred": 212782, + "n_ref": 255719 + }, + "9": { + "Dice": 0.8150998474092749, + "FN": 19046, + "FP": 11611, + "IoU": 0.687905935050392, + "TN": 101298378, + "TP": 67573, + "n_pred": 79184, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5956727744633517, + "FN": 118997, + "FP": 14040, + "IoU": 0.42416949812798926, + "TN": 73652469, + "TP": 97998, + "n_pred": 112038, + "n_ref": 216995 + }, + "10": { + "Dice": 0.04606113705084782, + "FN": 71530, + "FP": 107034, + "IoU": 0.02357347915242652, + "TN": 73700629, + "TP": 4311, + "n_pred": 111345, + "n_ref": 75841 + }, + "11": { + "Dice": 0.0, + "FN": 6259, + "FP": 0, + "IoU": 0.0, + "TN": 73877245, + "TP": 0, + "n_pred": 0, + "n_ref": 6259 + }, + "12": { + "Dice": 0.0, + "FN": 5541, + "FP": 0, + "IoU": 0.0, + "TN": 73877963, + "TP": 0, + "n_pred": 0, + "n_ref": 5541 + }, + "13": { + "Dice": 0.013737879736627389, + "FN": 60515, + "FP": 43439, + "IoU": 0.006916448537419515, + "TN": 73778826, + "TP": 724, + "n_pred": 44163, + "n_ref": 61239 + }, + "14": { + "Dice": 0.6353140600936443, + "FN": 39676, + "FP": 30890, + "IoU": 0.46553865729520116, + "TN": 73751472, + "TP": 61466, + "n_pred": 92356, + "n_ref": 101142 + }, + "15": { + "Dice": 0.4279883787686366, + "FN": 160672, + "FP": 3727, + "IoU": 0.27225522571734645, + "TN": 73657602, + "TP": 61503, + "n_pred": 65230, + "n_ref": 222175 + }, + "2": { + "Dice": 0.4054511459162009, + "FN": 111033, + "FP": 123639, + "IoU": 0.2542732666219665, + "TN": 73568815, + "TP": 80017, + "n_pred": 203656, + "n_ref": 191050 + }, + "3": { + "Dice": 0.6839896645377522, + "FN": 63247, + "FP": 51594, + "IoU": 0.5197449032932566, + "TN": 73644379, + "TP": 124284, + "n_pred": 175878, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 20425, + "IoU": 0.0, + "TN": 73815191, + "TP": 0, + "n_pred": 20425, + "n_ref": 47888 + }, + "5": { + "Dice": 0.052354797242024076, + "FN": 14680, + "FP": 1538, + "IoU": 0.02688107524300972, + "TN": 73866838, + "TP": 448, + "n_pred": 1986, + "n_ref": 15128 + }, + "6": { + "Dice": 0.6473765537070434, + "FN": 392712, + "FP": 1032885, + "IoU": 0.4786081118741986, + "TN": 71149290, + "TP": 1308617, + "n_pred": 2341502, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.2691236932834307, + "FN": 128808, + "FP": 109044, + "IoU": 0.15548407025915786, + "TN": 73601861, + "TP": 43791, + "n_pred": 152835, + "n_ref": 172599 + }, + "8": { + "Dice": 0.6392236006410636, + "FN": 36371, + "FP": 12253, + "IoU": 0.46974918211559435, + "TN": 73791804, + "TP": 43076, + "n_pred": 55329, + "n_ref": 79447 + }, + "9": { + "Dice": 0.7067664634514396, + "FN": 19927, + "FP": 38369, + "IoU": 0.5465110851808634, + "TN": 73754954, + "TP": 70254, + "n_pred": 108623, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9139648024700758, + "FN": 13287, + "FP": 19482, + "IoU": 0.8415609407032066, + "TN": 69288952, + "TP": 174055, + "n_pred": 193537, + "n_ref": 187342 + }, + "10": { + "Dice": 0.43481260922066134, + "FN": 38486, + "FP": 36871, + "IoU": 0.2778022694165453, + "TN": 69391432, + "TP": 28987, + "n_pred": 65858, + "n_ref": 67473 + }, + "11": { + "Dice": 0.0, + "FN": 3461, + "FP": 0, + "IoU": 0.0, + "TN": 69492315, + "TP": 0, + "n_pred": 0, + "n_ref": 3461 + }, + "12": { + "Dice": 0.0, + "FN": 3152, + "FP": 0, + "IoU": 0.0, + "TN": 69492624, + "TP": 0, + "n_pred": 0, + "n_ref": 3152 + }, + "13": { + "Dice": 0.6011140532401742, + "FN": 37296, + "FP": 16483, + "IoU": 0.42970912291492136, + "TN": 69401475, + "TP": 40522, + "n_pred": 57005, + "n_ref": 77818 + }, + "14": { + "Dice": 0.7788176669107932, + "FN": 45226, + "FP": 14873, + "IoU": 0.6377570701834752, + "TN": 69329868, + "TP": 105809, + "n_pred": 120682, + "n_ref": 151035 + }, + "15": { + "Dice": 0.5931624964966176, + "FN": 40028, + "FP": 34003, + "IoU": 0.4216282939710467, + "TN": 69367777, + "TP": 53968, + "n_pred": 87971, + "n_ref": 93996 + }, + "2": { + "Dice": 0.8084168091508332, + "FN": 11380, + "FP": 54393, + "IoU": 0.6784392523821396, + "TN": 69291233, + "TP": 138770, + "n_pred": 193163, + "n_ref": 150150 + }, + "3": { + "Dice": 0.7633806058365908, + "FN": 63109, + "FP": 4748, + "IoU": 0.6173124968277154, + "TN": 69318459, + "TP": 109460, + "n_pred": 114208, + "n_ref": 172569 + }, + "4": { + "Dice": 5.383000484470044e-05, + "FN": 37118, + "FP": 34, + "IoU": 2.6915726859203833e-05, + "TN": 69458623, + "TP": 1, + "n_pred": 35, + "n_ref": 37119 + }, + "5": { + "Dice": 0.788530664159708, + "FN": 4834, + "FP": 2814, + "IoU": 0.6508878440681061, + "TN": 69473869, + "TP": 14259, + "n_pred": 17073, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9267673897038122, + "FN": 141179, + "FP": 65614, + "IoU": 0.8635289133154885, + "TN": 67980488, + "TP": 1308495, + "n_pred": 1374109, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.7015329947757055, + "FN": 120698, + "FP": 42924, + "IoU": 0.5402778753354032, + "TN": 69139861, + "TP": 192293, + "n_pred": 235217, + "n_ref": 312991 + }, + "8": { + "Dice": 0.7309541075313374, + "FN": 18126, + "FP": 33816, + "IoU": 0.5759871347988996, + "TN": 69373275, + "TP": 70559, + "n_pred": 104375, + "n_ref": 88685 + }, + "9": { + "Dice": 0.709078934461836, + "FN": 29767, + "FP": 11755, + "IoU": 0.549281403325952, + "TN": 69403652, + "TP": 50602, + "n_pred": 62357, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8709016440044665, + "FN": 10935, + "FP": 45832, + "IoU": 0.7713248711947568, + "TN": 50585309, + "TP": 191476, + "n_pred": 237308, + "n_ref": 202411 + }, + "10": { + "Dice": 0.5894640192815334, + "FN": 29616, + "FP": 34770, + "IoU": 0.4179007323026851, + "TN": 50722942, + "TP": 46224, + "n_pred": 80994, + "n_ref": 75840 + }, + "11": { + "Dice": 0.0, + "FN": 6729, + "FP": 0, + "IoU": 0.0, + "TN": 50826823, + "TP": 0, + "n_pred": 0, + "n_ref": 6729 + }, + "12": { + "Dice": 0.0, + "FN": 6299, + "FP": 0, + "IoU": 0.0, + "TN": 50827253, + "TP": 0, + "n_pred": 0, + "n_ref": 6299 + }, + "13": { + "Dice": 0.42137367329510794, + "FN": 27539, + "FP": 29377, + "IoU": 0.2669242658423493, + "TN": 50755912, + "TP": 20724, + "n_pred": 50101, + "n_ref": 48263 + }, + "14": { + "Dice": 0.44489838833230694, + "FN": 35927, + "FP": 1030, + "IoU": 0.28608959375664034, + "TN": 50781785, + "TP": 14810, + "n_pred": 15840, + "n_ref": 50737 + }, + "15": { + "Dice": 0.6479751817999867, + "FN": 15331, + "FP": 5775, + "IoU": 0.4792627865090918, + "TN": 50793021, + "TP": 19425, + "n_pred": 25200, + "n_ref": 34756 + }, + "2": { + "Dice": 0.7672376398531155, + "FN": 20162, + "FP": 96279, + "IoU": 0.6223727010627568, + "TN": 50525203, + "TP": 191908, + "n_pred": 288187, + "n_ref": 212070 + }, + "3": { + "Dice": 0.6255489287975211, + "FN": 109262, + "FP": 3122, + "IoU": 0.4551263714686047, + "TN": 50627295, + "TP": 93873, + "n_pred": 96995, + "n_ref": 203135 + }, + "4": { + "Dice": 0.35490948985189247, + "FN": 14083, + "FP": 29, + "IoU": 0.21573857952650882, + "TN": 50815558, + "TP": 3882, + "n_pred": 3911, + "n_ref": 17965 + }, + "5": { + "Dice": 0.5379412266242255, + "FN": 8112, + "FP": 17, + "IoU": 0.3679340642251769, + "TN": 50820691, + "TP": 4732, + "n_pred": 4749, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9521143774459279, + "FN": 58817, + "FP": 156195, + "IoU": 0.9086052494214822, + "TN": 48480988, + "TP": 2137552, + "n_pred": 2293747, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.656431456068795, + "FN": 97678, + "FP": 39120, + "IoU": 0.48857310558054157, + "TN": 50566069, + "TP": 130685, + "n_pred": 169805, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9220846608570833, + "FN": 7852, + "FP": 8215, + "IoU": 0.8554332862451525, + "TN": 50722413, + "TP": 95072, + "n_pred": 103287, + "n_ref": 102924 + }, + "9": { + "Dice": 0.7918964654288915, + "FN": 32054, + "FP": 11603, + "IoU": 0.655487251521058, + "TN": 50706831, + "TP": 83064, + "n_pred": 94667, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8885824405077614, + "FN": 23478, + "FP": 23787, + "IoU": 0.7995036905064902, + "TN": 76649120, + "TP": 188475, + "n_pred": 212262, + "n_ref": 211953 + }, + "10": { + "Dice": 0.5706886292329331, + "FN": 22760, + "FP": 40730, + "IoU": 0.3992752320487468, + "TN": 76779171, + "TP": 42199, + "n_pred": 82929, + "n_ref": 64959 + }, + "11": { + "Dice": 0.0, + "FN": 2874, + "FP": 0, + "IoU": 0.0, + "TN": 76881986, + "TP": 0, + "n_pred": 0, + "n_ref": 2874 + }, + "12": { + "Dice": 0.0, + "FN": 2609, + "FP": 0, + "IoU": 0.0, + "TN": 76882251, + "TP": 0, + "n_pred": 0, + "n_ref": 2609 + }, + "13": { + "Dice": 0.400857147326107, + "FN": 29969, + "FP": 8336, + "IoU": 0.25067000528179345, + "TN": 76833741, + "TP": 12814, + "n_pred": 21150, + "n_ref": 42783 + }, + "14": { + "Dice": 0.8320744980296491, + "FN": 10563, + "FP": 18073, + "IoU": 0.7124379908015505, + "TN": 76785278, + "TP": 70946, + "n_pred": 89019, + "n_ref": 81509 + }, + "15": { + "Dice": 0.6183337291995585, + "FN": 17887, + "FP": 9430, + "IoU": 0.44752755587015874, + "TN": 76835415, + "TP": 22128, + "n_pred": 31558, + "n_ref": 40015 + }, + "2": { + "Dice": 0.6844649694560547, + "FN": 45353, + "FP": 8624, + "IoU": 0.5202939895663921, + "TN": 76772339, + "TP": 58544, + "n_pred": 67168, + "n_ref": 103897 + }, + "3": { + "Dice": 0.7208099445452542, + "FN": 12402, + "FP": 53450, + "IoU": 0.5634893278536391, + "TN": 76734000, + "TP": 85008, + "n_pred": 138458, + "n_ref": 97410 + }, + "4": { + "Dice": 0.782870464679387, + "FN": 7588, + "FP": 2005, + "IoU": 0.6432104734630119, + "TN": 76857973, + "TP": 17294, + "n_pred": 19299, + "n_ref": 24882 + }, + "5": { + "Dice": 0.7581590515518849, + "FN": 4372, + "FP": 2890, + "IoU": 0.6105122016626442, + "TN": 76866215, + "TP": 11383, + "n_pred": 14273, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9015046100683197, + "FN": 66903, + "FP": 165626, + "IoU": 0.8206721833619965, + "TN": 75588190, + "TP": 1064141, + "n_pred": 1229767, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.6028084773511566, + "FN": 74077, + "FP": 40676, + "IoU": 0.43144298228229416, + "TN": 76683028, + "TP": 87079, + "n_pred": 127755, + "n_ref": 161156 + }, + "8": { + "Dice": 0.8498015509556085, + "FN": 7720, + "FP": 16878, + "IoU": 0.7388303745859169, + "TN": 76790676, + "TP": 69586, + "n_pred": 86464, + "n_ref": 77306 + }, + "9": { + "Dice": 0.7350385133962541, + "FN": 36706, + "FP": 2990, + "IoU": 0.5810758044260582, + "TN": 76790103, + "TP": 55061, + "n_pred": 58051, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.772089894869208, + "FN": 18965, + "FP": 43383, + "IoU": 0.6287837290718998, + "TN": 130831976, + "TP": 105608, + "n_pred": 148991, + "n_ref": 124573 + }, + "10": { + "Dice": 0.4864340981499826, + "FN": 12141, + "FP": 83770, + "IoU": 0.3213828334500789, + "TN": 130858599, + "TP": 45422, + "n_pred": 129192, + "n_ref": 57563 + }, + "11": { + "Dice": 0.0, + "FN": 5568, + "FP": 0, + "IoU": 0.0, + "TN": 130994364, + "TP": 0, + "n_pred": 0, + "n_ref": 5568 + }, + "12": { + "Dice": 0.0, + "FN": 7302, + "FP": 0, + "IoU": 0.0, + "TN": 130992630, + "TP": 0, + "n_pred": 0, + "n_ref": 7302 + }, + "13": { + "Dice": 0.2327582849799447, + "FN": 66463, + "FP": 12345, + "IoU": 0.13170710209118353, + "TN": 130909170, + "TP": 11954, + "n_pred": 24299, + "n_ref": 78417 + }, + "14": { + "Dice": 0.006941079721264365, + "FN": 942694, + "FP": 39051, + "IoU": 0.0034826264545624337, + "TN": 130014756, + "TP": 3431, + "n_pred": 42482, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 41945, + "IoU": 0.0, + "TN": 130932677, + "TP": 0, + "n_pred": 41945, + "n_ref": 25310 + }, + "2": { + "Dice": 0.4825534882766826, + "FN": 148283, + "FP": 3067, + "IoU": 0.3180036228945305, + "TN": 130778010, + "TP": 70572, + "n_pred": 73639, + "n_ref": 218855 + }, + "3": { + "Dice": 0.6877293528650702, + "FN": 75203, + "FP": 113539, + "IoU": 0.5240758485047153, + "TN": 130603352, + "TP": 207838, + "n_pred": 321377, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 6459, + "IoU": 0.0, + "TN": 130991193, + "TP": 0, + "n_pred": 6459, + "n_ref": 2280 + }, + "5": { + "Dice": 0.34524700598802394, + "FN": 18184, + "FP": 2810, + "IoU": 0.20863960194504128, + "TN": 130973403, + "TP": 5535, + "n_pred": 8345, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8575827929343954, + "FN": 80068, + "FP": 382578, + "IoU": 0.7506739110987042, + "TN": 129144346, + "TP": 1392940, + "n_pred": 1775518, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.570850716334803, + "FN": 102880, + "FP": 49259, + "IoU": 0.39943393098221264, + "TN": 130746606, + "TP": 101187, + "n_pred": 150446, + "n_ref": 204067 + }, + "8": { + "Dice": 0.8119224105842183, + "FN": 37683, + "FP": 3244, + "IoU": 0.6833917395777731, + "TN": 130870665, + "TP": 88340, + "n_pred": 91584, + "n_ref": 126023 + }, + "9": { + "Dice": 0.6948740873193264, + "FN": 10586, + "FP": 30368, + "IoU": 0.53241919462934, + "TN": 130912345, + "TP": 46633, + "n_pred": 77001, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9310826269850564, + "FN": 5734, + "FP": 1917, + "IoU": 0.8710520106515657, + "TN": 74367364, + "TP": 51683, + "n_pred": 53600, + "n_ref": 57417 + }, + "10": { + "Dice": 0.37559460831118335, + "FN": 56943, + "FP": 15646, + "IoU": 0.23121974984378474, + "TN": 74332277, + "TP": 21832, + "n_pred": 37478, + "n_ref": 78775 + }, + "11": { + "Dice": 0.0, + "FN": 2388, + "FP": 0, + "IoU": 0.0, + "TN": 74424310, + "TP": 0, + "n_pred": 0, + "n_ref": 2388 + }, + "12": { + "Dice": 0.0, + "FN": 2457, + "FP": 0, + "IoU": 0.0, + "TN": 74424241, + "TP": 0, + "n_pred": 0, + "n_ref": 2457 + }, + "13": { + "Dice": 0.2532964271754824, + "FN": 87450, + "FP": 6159, + "IoU": 0.14501397438941965, + "TN": 74317212, + "TP": 15877, + "n_pred": 22036, + "n_ref": 103327 + }, + "14": { + "Dice": 0.800854356799106, + "FN": 37600, + "FP": 28692, + "IoU": 0.6678541187552296, + "TN": 74227111, + "TP": 133295, + "n_pred": 161987, + "n_ref": 170895 + }, + "15": { + "Dice": 0.10989499252062382, + "FN": 18508, + "FP": 41591, + "IoU": 0.05814226833205347, + "TN": 74362889, + "TP": 3710, + "n_pred": 45301, + "n_ref": 22218 + }, + "2": { + "Dice": 0.7576924992942661, + "FN": 27495, + "FP": 30873, + "IoU": 0.6099073690401401, + "TN": 74277072, + "TP": 91258, + "n_pred": 122131, + "n_ref": 118753 + }, + "3": { + "Dice": 0.5578904140708962, + "FN": 67343, + "FP": 33855, + "IoU": 0.38685715670592796, + "TN": 74261650, + "TP": 63850, + "n_pred": 97705, + "n_ref": 131193 + }, + "4": { + "Dice": 0.036358034201201664, + "FN": 29870, + "FP": 1405, + "IoU": 0.018515612741252158, + "TN": 74394833, + "TP": 590, + "n_pred": 1995, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9444611270167694, + "FN": 16354, + "FP": 86110, + "IoU": 0.8947667880269287, + "TN": 73453013, + "TP": 871221, + "n_pred": 957331, + "n_ref": 887575 + }, + "7": { + "Dice": 0.6491702163391807, + "FN": 65473, + "FP": 26443, + "IoU": 0.48057144148827957, + "TN": 74249742, + "TP": 85040, + "n_pred": 111483, + "n_ref": 150513 + }, + "8": { + "Dice": 0.8584254312132523, + "FN": 8046, + "FP": 3560, + "IoU": 0.7519661480594974, + "TN": 74379906, + "TP": 35186, + "n_pred": 38746, + "n_ref": 43232 + }, + "9": { + "Dice": 0.7933426187762912, + "FN": 5577, + "FP": 9112, + "IoU": 0.6574713179740695, + "TN": 74383814, + "TP": 28195, + "n_pred": 37307, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.967260141335607, + "FN": 6538, + "FP": 2524, + "IoU": 0.9365961168444988, + "TN": 106503763, + "TP": 133863, + "n_pred": 136387, + "n_ref": 140401 + }, + "10": { + "Dice": 0.6294899337992982, + "FN": 34588, + "FP": 41640, + "IoU": 0.4593106970343942, + "TN": 106505705, + "TP": 64755, + "n_pred": 106395, + "n_ref": 99343 + }, + "11": { + "Dice": 0.0, + "FN": 4651, + "FP": 0, + "IoU": 0.0, + "TN": 106642037, + "TP": 0, + "n_pred": 0, + "n_ref": 4651 + }, + "12": { + "Dice": 0.0, + "FN": 5470, + "FP": 0, + "IoU": 0.0, + "TN": 106641218, + "TP": 0, + "n_pred": 0, + "n_ref": 5470 + }, + "13": { + "Dice": 0.5164389374522618, + "FN": 25730, + "FP": 2759, + "IoU": 0.3481076380943664, + "TN": 106602986, + "TP": 15213, + "n_pred": 17972, + "n_ref": 40943 + }, + "14": { + "Dice": 0.8721912773293926, + "FN": 12710, + "FP": 4155, + "IoU": 0.7733503561349281, + "TN": 106572278, + "TP": 57545, + "n_pred": 61700, + "n_ref": 70255 + }, + "15": { + "Dice": 0.6001496899280063, + "FN": 9722, + "FP": 12716, + "IoU": 0.42872418972935816, + "TN": 106607411, + "TP": 16839, + "n_pred": 29555, + "n_ref": 26561 + }, + "2": { + "Dice": 0.2015298434278443, + "FN": 165609, + "FP": 1304, + "IoU": 0.1120562622022907, + "TN": 106458711, + "TP": 21064, + "n_pred": 22368, + "n_ref": 186673 + }, + "3": { + "Dice": 0.6169895488686766, + "FN": 4851, + "FP": 175969, + "IoU": 0.4461206698503037, + "TN": 106320227, + "TP": 145641, + "n_pred": 321610, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8568022972314027, + "FN": 2176, + "FP": 467, + "IoU": 0.749478672985782, + "TN": 106636138, + "TP": 7907, + "n_pred": 8374, + "n_ref": 10083 + }, + "5": { + "Dice": 0.36179236584916097, + "FN": 3461, + "FP": 0, + "IoU": 0.22084646555605583, + "TN": 106642246, + "TP": 981, + "n_pred": 981, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9554234975303184, + "FN": 29808, + "FP": 86160, + "IoU": 0.9146515312870053, + "TN": 105287929, + "TP": 1242791, + "n_pred": 1328951, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.636413334195475, + "FN": 174442, + "FP": 11117, + "IoU": 0.46672012139396135, + "TN": 106298730, + "TP": 162399, + "n_pred": 173516, + "n_ref": 336841 + }, + "8": { + "Dice": 0.8579793609897907, + "FN": 8758, + "FP": 11858, + "IoU": 0.7512818347428488, + "TN": 106563799, + "TP": 62273, + "n_pred": 74131, + "n_ref": 71031 + }, + "9": { + "Dice": 0.7683414599674935, + "FN": 30720, + "FP": 2062, + "IoU": 0.6238266816606615, + "TN": 106559542, + "TP": 54364, + "n_pred": 56426, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9554210603495394, + "FN": 11406, + "FP": 1970, + "IoU": 0.9146470640785125, + "TN": 107970214, + "TP": 143338, + "n_pred": 145308, + "n_ref": 154744 + }, + "10": { + "Dice": 0.7420357850242882, + "FN": 14081, + "FP": 32545, + "IoU": 0.5898703446334641, + "TN": 108013242, + "TP": 67060, + "n_pred": 99605, + "n_ref": 81141 + }, + "11": { + "Dice": 0.0, + "FN": 3037, + "FP": 0, + "IoU": 0.0, + "TN": 108123891, + "TP": 0, + "n_pred": 0, + "n_ref": 3037 + }, + "12": { + "Dice": 0.0, + "FN": 3974, + "FP": 0, + "IoU": 0.0, + "TN": 108122954, + "TP": 0, + "n_pred": 0, + "n_ref": 3974 + }, + "13": { + "Dice": 0.6628099555528166, + "FN": 34400, + "FP": 9373, + "IoU": 0.4956737139236131, + "TN": 108040133, + "TP": 43022, + "n_pred": 52395, + "n_ref": 77422 + }, + "14": { + "Dice": 0.6063594791505194, + "FN": 8600, + "FP": 32030, + "IoU": 0.435090304909417, + "TN": 108055005, + "TP": 31293, + "n_pred": 63323, + "n_ref": 39893 + }, + "15": { + "Dice": 0.27881233956048845, + "FN": 17836, + "FP": 30767, + "IoU": 0.16198834442566984, + "TN": 108068930, + "TP": 9395, + "n_pred": 40162, + "n_ref": 27231 + }, + "2": { + "Dice": 0.7041629641597329, + "FN": 85796, + "FP": 2096, + "IoU": 0.5434039502529949, + "TN": 107934434, + "TP": 104602, + "n_pred": 106698, + "n_ref": 190398 + }, + "3": { + "Dice": 0.8352963953498843, + "FN": 14715, + "FP": 58447, + "IoU": 0.7171750752851946, + "TN": 107868245, + "TP": 185521, + "n_pred": 243968, + "n_ref": 200236 + }, + "4": { + "Dice": 0.1799561082662765, + "FN": 29988, + "FP": 279, + "IoU": 0.09887459807073955, + "TN": 108093340, + "TP": 3321, + "n_pred": 3600, + "n_ref": 33309 + }, + "5": { + "Dice": 0.0, + "FN": 3877, + "FP": 0, + "IoU": 0.0, + "TN": 108123051, + "TP": 0, + "n_pred": 0, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9653952825455809, + "FN": 51550, + "FP": 50812, + "IoU": 0.9331054326920878, + "TN": 106596729, + "TP": 1427837, + "n_pred": 1478649, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.7505037025407542, + "FN": 84292, + "FP": 30128, + "IoU": 0.6006449991623387, + "TN": 107840416, + "TP": 172092, + "n_pred": 202220, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9097946938055179, + "FN": 4507, + "FP": 3160, + "IoU": 0.8345168461721094, + "TN": 108080597, + "TP": 38664, + "n_pred": 41824, + "n_ref": 43171 + }, + "9": { + "Dice": 0.8742507026605756, + "FN": 9015, + "FP": 6152, + "IoU": 0.7765944910885255, + "TN": 108059038, + "TP": 52723, + "n_pred": 58875, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5541635175387899, + "FN": 62169, + "FP": 38113, + "IoU": 0.3832822897064069, + "TN": 62407554, + "TP": 62324, + "n_pred": 100437, + "n_ref": 124493 + }, + "10": { + "Dice": 0.5879268189865947, + "FN": 24279, + "FP": 24597, + "IoU": 0.41635718806347993, + "TN": 62486417, + "TP": 34867, + "n_pred": 59464, + "n_ref": 59146 + }, + "11": { + "Dice": 0.0, + "FN": 2052, + "FP": 0, + "IoU": 0.0, + "TN": 62568108, + "TP": 0, + "n_pred": 0, + "n_ref": 2052 + }, + "12": { + "Dice": 0.0, + "FN": 4267, + "FP": 0, + "IoU": 0.0, + "TN": 62565893, + "TP": 0, + "n_pred": 0, + "n_ref": 4267 + }, + "13": { + "Dice": 0.5482742184866134, + "FN": 18128, + "FP": 20729, + "IoU": 0.37767064928408983, + "TN": 62507722, + "TP": 23581, + "n_pred": 44310, + "n_ref": 41709 + }, + "14": { + "Dice": 0.7533938556304679, + "FN": 139663, + "FP": 939, + "IoU": 0.6043559620119592, + "TN": 62214785, + "TP": 214773, + "n_pred": 215712, + "n_ref": 354436 + }, + "15": { + "Dice": 0.3159446347725377, + "FN": 71834, + "FP": 12627, + "IoU": 0.18760941076890522, + "TN": 62466194, + "TP": 19505, + "n_pred": 32132, + "n_ref": 91339 + }, + "2": { + "Dice": 0.32789489586074483, + "FN": 133369, + "FP": 4551, + "IoU": 0.19609706055501477, + "TN": 62398597, + "TP": 33643, + "n_pred": 38194, + "n_ref": 167012 + }, + "3": { + "Dice": 0.6750580022999173, + "FN": 32865, + "FP": 128199, + "IoU": 0.5095000411125357, + "TN": 62241793, + "TP": 167303, + "n_pred": 295502, + "n_ref": 200168 + }, + "4": { + "Dice": 0.8532761181713154, + "FN": 5385, + "FP": 838, + "IoU": 0.7440990213010938, + "TN": 62545842, + "TP": 18095, + "n_pred": 18933, + "n_ref": 23480 + }, + "5": { + "Dice": 0.0, + "FN": 8175, + "FP": 0, + "IoU": 0.0, + "TN": 62561985, + "TP": 0, + "n_pred": 0, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9113867386528758, + "FN": 50704, + "FP": 222868, + "IoU": 0.8371997393501011, + "TN": 60889745, + "TP": 1406843, + "n_pred": 1629711, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.7334927463338288, + "FN": 56876, + "FP": 37971, + "IoU": 0.5791461076994072, + "TN": 62344792, + "TP": 130521, + "n_pred": 168492, + "n_ref": 187397 + }, + "8": { + "Dice": 0.8328548164522606, + "FN": 6451, + "FP": 19106, + "IoU": 0.7135828757144458, + "TN": 62480930, + "TP": 63673, + "n_pred": 82779, + "n_ref": 70124 + }, + "9": { + "Dice": 0.731529402940294, + "FN": 10585, + "FP": 18049, + "IoU": 0.576701899623032, + "TN": 62502515, + "TP": 39011, + "n_pred": 57060, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6865722083900169, + "FN": 120219, + "FP": 26311, + "IoU": 0.5227331207514845, + "TN": 55074229, + "TP": 160489, + "n_pred": 186800, + "n_ref": 280708 + }, + "10": { + "Dice": 0.737456991732142, + "FN": 19127, + "FP": 21773, + "IoU": 0.5841044518110268, + "TN": 55282906, + "TP": 57442, + "n_pred": 79215, + "n_ref": 76569 + }, + "11": { + "Dice": 0.0, + "FN": 4327, + "FP": 0, + "IoU": 0.0, + "TN": 55376921, + "TP": 0, + "n_pred": 0, + "n_ref": 4327 + }, + "12": { + "Dice": 0.0, + "FN": 4728, + "FP": 0, + "IoU": 0.0, + "TN": 55376520, + "TP": 0, + "n_pred": 0, + "n_ref": 4728 + }, + "13": { + "Dice": 0.45500948595175716, + "FN": 34725, + "FP": 13535, + "IoU": 0.29450632985410635, + "TN": 55312842, + "TP": 20146, + "n_pred": 33681, + "n_ref": 54871 + }, + "14": { + "Dice": 0.8116389147155777, + "FN": 18366, + "FP": 17290, + "IoU": 0.6829901490095664, + "TN": 55268772, + "TP": 76820, + "n_pred": 94110, + "n_ref": 95186 + }, + "15": { + "Dice": 0.8294031114875406, + "FN": 13435, + "FP": 17181, + "IoU": 0.7085300837776085, + "TN": 55276208, + "TP": 74424, + "n_pred": 91605, + "n_ref": 87859 + }, + "2": { + "Dice": 0.4906126411673163, + "FN": 126642, + "FP": 16070, + "IoU": 0.3250409103377822, + "TN": 55169810, + "TP": 68726, + "n_pred": 84796, + "n_ref": 195368 + }, + "3": { + "Dice": 0.7006581512142546, + "FN": 31121, + "FP": 99413, + "IoU": 0.5392408101601824, + "TN": 55097946, + "TP": 152768, + "n_pred": 252181, + "n_ref": 183889 + }, + "4": { + "Dice": 0.23022947088943677, + "FN": 6195, + "FP": 1923, + "IoU": 0.13009001285897986, + "TN": 55371916, + "TP": 1214, + "n_pred": 3137, + "n_ref": 7409 + }, + "5": { + "Dice": 0.5542730844793713, + "FN": 3383, + "FP": 247, + "IoU": 0.3833871241719042, + "TN": 55375361, + "TP": 2257, + "n_pred": 2504, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9220803173459938, + "FN": 76456, + "FP": 163933, + "IoU": 0.8554258097186689, + "TN": 53718510, + "TP": 1422349, + "n_pred": 1586282, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.7089633639202105, + "FN": 71258, + "FP": 14124, + "IoU": 0.5491427153244586, + "TN": 55191871, + "TP": 103995, + "n_pred": 118119, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9112257023559039, + "FN": 5260, + "FP": 2883, + "IoU": 0.8369280064083309, + "TN": 55331313, + "TP": 41792, + "n_pred": 44675, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8273943933469186, + "FN": 5847, + "FP": 12957, + "IoU": 0.7056033065614579, + "TN": 55317375, + "TP": 45069, + "n_pred": 58026, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9439001195913721, + "FN": 26701, + "FP": 4447, + "IoU": 0.8937602750472396, + "TN": 110853429, + "TP": 262038, + "n_pred": 266485, + "n_ref": 288739 + }, + "10": { + "Dice": 0.6529376899504394, + "FN": 30498, + "FP": 24544, + "IoU": 0.4847123144039394, + "TN": 111039797, + "TP": 51776, + "n_pred": 76320, + "n_ref": 82274 + }, + "11": { + "Dice": 0.0, + "FN": 3634, + "FP": 0, + "IoU": 0.0, + "TN": 111142981, + "TP": 0, + "n_pred": 0, + "n_ref": 3634 + }, + "12": { + "Dice": 0.0, + "FN": 3104, + "FP": 0, + "IoU": 0.0, + "TN": 111143511, + "TP": 0, + "n_pred": 0, + "n_ref": 3104 + }, + "13": { + "Dice": 0.38459531564285776, + "FN": 39745, + "FP": 33378, + "IoU": 0.2380798566248489, + "TN": 111050643, + "TP": 22849, + "n_pred": 56227, + "n_ref": 62594 + }, + "14": { + "Dice": 0.6310976591428663, + "FN": 21516, + "FP": 1398, + "IoU": 0.46102460365997083, + "TN": 111104101, + "TP": 19600, + "n_pred": 20998, + "n_ref": 41116 + }, + "15": { + "Dice": 0.29351437991112733, + "FN": 14102, + "FP": 40113, + "IoU": 0.17199932800830825, + "TN": 111081138, + "TP": 11262, + "n_pred": 51375, + "n_ref": 25364 + }, + "2": { + "Dice": 0.6690681996077871, + "FN": 76393, + "FP": 2245, + "IoU": 0.5027065995497433, + "TN": 110988483, + "TP": 79494, + "n_pred": 81739, + "n_ref": 155887 + }, + "3": { + "Dice": 0.7635930973087721, + "FN": 21546, + "FP": 116544, + "IoU": 0.6175904515307182, + "TN": 110785510, + "TP": 223015, + "n_pred": 339559, + "n_ref": 244561 + }, + "4": { + "Dice": 0.724348601433242, + "FN": 7871, + "FP": 476, + "IoU": 0.567826447136792, + "TN": 111127301, + "TP": 10967, + "n_pred": 11443, + "n_ref": 18838 + }, + "5": { + "Dice": 0.36828901154039134, + "FN": 3666, + "FP": 111, + "IoU": 0.22570725707257072, + "TN": 111141737, + "TP": 1101, + "n_pred": 1212, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9671902362333805, + "FN": 34831, + "FP": 71644, + "IoU": 0.9364650395113163, + "TN": 109470766, + "TP": 1569374, + "n_pred": 1641018, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.28516486940005886, + "FN": 312338, + "FP": 20367, + "IoU": 0.1662928781382575, + "TN": 110747548, + "TP": 66362, + "n_pred": 86729, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9024615954099574, + "FN": 7409, + "FP": 8401, + "IoU": 0.8222596964586847, + "TN": 111057665, + "TP": 73140, + "n_pred": 81541, + "n_ref": 80549 + }, + "9": { + "Dice": 0.8641656839622641, + "FN": 8954, + "FP": 5790, + "IoU": 0.7608201933683733, + "TN": 111084971, + "TP": 46900, + "n_pred": 52690, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9494086169388112, + "FN": 12352, + "FP": 7880, + "IoU": 0.9036897049092926, + "TN": 96910954, + "TP": 189839, + "n_pred": 197719, + "n_ref": 202191 + }, + "10": { + "Dice": 0.6639395228589194, + "FN": 23681, + "FP": 27664, + "IoU": 0.4969382256405232, + "TN": 97018960, + "TP": 50720, + "n_pred": 78384, + "n_ref": 74401 + }, + "11": { + "Dice": 0.0, + "FN": 3912, + "FP": 0, + "IoU": 0.0, + "TN": 97117113, + "TP": 0, + "n_pred": 0, + "n_ref": 3912 + }, + "12": { + "Dice": 0.0, + "FN": 5283, + "FP": 0, + "IoU": 0.0, + "TN": 97115742, + "TP": 0, + "n_pred": 0, + "n_ref": 5283 + }, + "13": { + "Dice": 0.6155413018982404, + "FN": 22965, + "FP": 12519, + "IoU": 0.4446079198622633, + "TN": 97057135, + "TP": 28406, + "n_pred": 40925, + "n_ref": 51371 + }, + "14": { + "Dice": 0.774063983244858, + "FN": 47932, + "FP": 1907, + "IoU": 0.631406511160087, + "TN": 96985811, + "TP": 85375, + "n_pred": 87282, + "n_ref": 133307 + }, + "15": { + "Dice": 0.8024780891247995, + "FN": 16492, + "FP": 9110, + "IoU": 0.6701155793786803, + "TN": 97043416, + "TP": 52007, + "n_pred": 61117, + "n_ref": 68499 + }, + "2": { + "Dice": 0.4903417002892134, + "FN": 112462, + "FP": 1730, + "IoU": 0.3248031030486507, + "TN": 96951901, + "TP": 54932, + "n_pred": 56662, + "n_ref": 167394 + }, + "3": { + "Dice": 0.7709903490209166, + "FN": 20006, + "FP": 98711, + "IoU": 0.6273265213228485, + "TN": 96802470, + "TP": 199838, + "n_pred": 298549, + "n_ref": 219844 + }, + "4": { + "Dice": 0.4332919041700596, + "FN": 12178, + "FP": 1045, + "IoU": 0.2765619870883029, + "TN": 97102747, + "TP": 5055, + "n_pred": 6100, + "n_ref": 17233 + }, + "5": { + "Dice": 0.2293596870496191, + "FN": 10787, + "FP": 442, + "IoU": 0.12953488372093022, + "TN": 97108125, + "TP": 1671, + "n_pred": 2113, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9322721523809524, + "FN": 58163, + "FP": 164069, + "IoU": 0.8731364967766354, + "TN": 95369284, + "TP": 1529509, + "n_pred": 1693578, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.6313076244379631, + "FN": 162911, + "FP": 28475, + "IoU": 0.46124873325076005, + "TN": 96765785, + "TP": 163854, + "n_pred": 192329, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9059892218286999, + "FN": 14285, + "FP": 3526, + "IoU": 0.8281355539687747, + "TN": 97017391, + "TP": 85823, + "n_pred": 89349, + "n_ref": 100108 + }, + "9": { + "Dice": 0.8729964624186575, + "FN": 15489, + "FP": 7775, + "IoU": 0.7746173222243751, + "TN": 97017805, + "TP": 79956, + "n_pred": 87731, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9033322407953677, + "FN": 31772, + "FP": 3620, + "IoU": 0.8237063898463807, + "TN": 78855649, + "TP": 165364, + "n_pred": 168984, + "n_ref": 197136 + }, + "10": { + "Dice": 0.7889934448189914, + "FN": 21156, + "FP": 17278, + "IoU": 0.6515187233656723, + "TN": 78946115, + "TP": 71856, + "n_pred": 89134, + "n_ref": 93012 + }, + "11": { + "Dice": 0.0, + "FN": 3009, + "FP": 0, + "IoU": 0.0, + "TN": 79053396, + "TP": 0, + "n_pred": 0, + "n_ref": 3009 + }, + "12": { + "Dice": 0.0, + "FN": 3004, + "FP": 0, + "IoU": 0.0, + "TN": 79053401, + "TP": 0, + "n_pred": 0, + "n_ref": 3004 + }, + "13": { + "Dice": 0.6035575740372788, + "FN": 33580, + "FP": 8320, + "IoU": 0.43221085439392914, + "TN": 78982610, + "TP": 31895, + "n_pred": 40215, + "n_ref": 65475 + }, + "14": { + "Dice": 0.5418216870729893, + "FN": 5839, + "FP": 48347, + "IoU": 0.3715743693824297, + "TN": 78970180, + "TP": 32039, + "n_pred": 80386, + "n_ref": 37878 + }, + "15": { + "Dice": 0.5170826941849115, + "FN": 23700, + "FP": 4004, + "IoU": 0.3486928719202558, + "TN": 79013869, + "TP": 14832, + "n_pred": 18836, + "n_ref": 38532 + }, + "2": { + "Dice": 0.6180857238651809, + "FN": 27025, + "FP": 78910, + "IoU": 0.44726777524431666, + "TN": 78864748, + "TP": 85722, + "n_pred": 164632, + "n_ref": 112747 + }, + "3": { + "Dice": 0.3643026431037148, + "FN": 93097, + "FP": 5609, + "IoU": 0.22272007811700226, + "TN": 78929416, + "TP": 28283, + "n_pred": 33892, + "n_ref": 121380 + }, + "4": { + "Dice": 0.5735635519442832, + "FN": 4529, + "FP": 1349, + "IoU": 0.40209541247075575, + "TN": 79046574, + "TP": 3953, + "n_pred": 5302, + "n_ref": 8482 + }, + "5": { + "Dice": 0.4041381163509338, + "FN": 3454, + "FP": 981, + "IoU": 0.25324128641185384, + "TN": 79050466, + "TP": 1504, + "n_pred": 2485, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9263900574820865, + "FN": 42013, + "FP": 160868, + "IoU": 0.862873955236894, + "TN": 77576883, + "TP": 1276641, + "n_pred": 1437509, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.5126299157902244, + "FN": 308659, + "FP": 5664, + "IoU": 0.3446552550924671, + "TN": 78576775, + "TP": 165307, + "n_pred": 170971, + "n_ref": 473966 + }, + "8": { + "Dice": 0.6660289221289072, + "FN": 4722, + "FP": 22160, + "IoU": 0.4992828803993518, + "TN": 79002718, + "TP": 26805, + "n_pred": 48965, + "n_ref": 31527 + }, + "9": { + "Dice": 0.8967361018037147, + "FN": 7729, + "FP": 6910, + "IoU": 0.8128029053336914, + "TN": 78978204, + "TP": 63562, + "n_pred": 70472, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9384166321181371, + "FN": 10464, + "FP": 18799, + "IoU": 0.8839782729363255, + "TN": 122459720, + "TP": 222957, + "n_pred": 241756, + "n_ref": 233421 + }, + "10": { + "Dice": 0.7010190719226378, + "FN": 26885, + "FP": 44349, + "IoU": 0.5396684868654884, + "TN": 122557195, + "TP": 83511, + "n_pred": 127860, + "n_ref": 110396 + }, + "11": { + "Dice": 0.0, + "FN": 4182, + "FP": 0, + "IoU": 0.0, + "TN": 122707758, + "TP": 0, + "n_pred": 0, + "n_ref": 4182 + }, + "12": { + "Dice": 0.0, + "FN": 6290, + "FP": 0, + "IoU": 0.0, + "TN": 122705650, + "TP": 0, + "n_pred": 0, + "n_ref": 6290 + }, + "13": { + "Dice": 0.23579724210009917, + "FN": 42745, + "FP": 28912, + "IoU": 0.13365654318599476, + "TN": 122629228, + "TP": 11055, + "n_pred": 39967, + "n_ref": 53800 + }, + "14": { + "Dice": 0.8165417180695705, + "FN": 30255, + "FP": 4543, + "IoU": 0.6899624013257541, + "TN": 122599702, + "TP": 77440, + "n_pred": 81983, + "n_ref": 107695 + }, + "15": { + "Dice": 0.8655503930335174, + "FN": 6659, + "FP": 7144, + "IoU": 0.762969450311679, + "TN": 122653707, + "TP": 44430, + "n_pred": 51574, + "n_ref": 51089 + }, + "2": { + "Dice": 0.02269749325161281, + "FN": 135356, + "FP": 1137, + "IoU": 0.01147901910514347, + "TN": 122573862, + "TP": 1585, + "n_pred": 2722, + "n_ref": 136941 + }, + "3": { + "Dice": 0.6524597714113843, + "FN": 7047, + "FP": 140855, + "IoU": 0.4841857464209113, + "TN": 122425205, + "TP": 138833, + "n_pred": 279688, + "n_ref": 145880 + }, + "4": { + "Dice": 0.043451771981653696, + "FN": 63585, + "FP": 19628, + "IoU": 0.022208382783215633, + "TN": 122626837, + "TP": 1890, + "n_pred": 21518, + "n_ref": 65475 + }, + "5": { + "Dice": 0.046429787717107505, + "FN": 16800, + "FP": 0, + "IoU": 0.023766633738160264, + "TN": 122694731, + "TP": 409, + "n_pred": 409, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9040064222289536, + "FN": 47008, + "FP": 306341, + "IoU": 0.824828211190304, + "TN": 120694783, + "TP": 1663808, + "n_pred": 1970149, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.4181438143980759, + "FN": 390281, + "FP": 99376, + "IoU": 0.26433743990384617, + "TN": 122046340, + "TP": 175943, + "n_pred": 275319, + "n_ref": 566224 + }, + "8": { + "Dice": 0.8526577817556323, + "FN": 14508, + "FP": 27636, + "IoU": 0.7431590751191448, + "TN": 122547854, + "TP": 121942, + "n_pred": 149578, + "n_ref": 136450 + }, + "9": { + "Dice": 0.7809076682316118, + "FN": 16363, + "FP": 16397, + "IoU": 0.6405648267008985, + "TN": 122620797, + "TP": 58383, + "n_pred": 74780, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/loop_000/summary_cross_val.json b/nnActive_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/loop_000/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..c82d10178cb3bcfc6123d59bd66b04dba267c88a --- /dev/null +++ b/nnActive_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/loop_000/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.2877095240411679, + "FN": 1551.8555555555556, + "FP": 540.5577777777778, + "IoU": 0.23616186550469523, + "TN": 258600.33333333334, + "TP": 2155.2533333333336, + "n_pred": 2695.811111111111, + "n_ref": 3707.1088888888894 + }, + "mean": { + "1": { + "Dice": 0.4568692631907798, + "FN": 326.73333333333335, + "FP": 686.3666666666667, + "IoU": 0.42164058897293205, + "TN": 258449.53333333333, + "TP": 3385.366666666667, + "n_pred": 4071.733333333333, + "n_ref": 3712.1 + }, + "10": { + "Dice": 0.24988600404070788, + "FN": 2613.1, + "FP": 691.9666666666667, + "IoU": 0.18466822477063116, + "TN": 258381.53333333333, + "TP": 1161.4, + "n_pred": 1853.3666666666666, + "n_ref": 3774.5 + }, + "11": { + "Dice": 0.0, + "FN": 298.4, + "FP": 0.0, + "IoU": 0.0, + "TN": 262549.6, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 298.4 + }, + "12": { + "Dice": 0.0, + "FN": 132.5, + "FP": 0.0, + "IoU": 0.0, + "TN": 262715.5, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 132.5 + }, + "13": { + "Dice": 0.2271196574801199, + "FN": 1545.2, + "FP": 995.0333333333333, + "IoU": 0.14848704135669066, + "TN": 259438.7, + "TP": 869.0666666666667, + "n_pred": 1864.1, + "n_ref": 2414.266666666667 + }, + "14": { + "Dice": 0.3625336142769002, + "FN": 787.2333333333333, + "FP": 53.06666666666667, + "IoU": 0.28435508318267316, + "TN": 260969.63333333333, + "TP": 1038.0666666666666, + "n_pred": 1091.1333333333334, + "n_ref": 1825.3 + }, + "15": { + "Dice": 0.001200440709740014, + "FN": 2021.6666666666667, + "FP": 17.533333333333335, + "IoU": 0.0006009417498106621, + "TN": 260806.36666666667, + "TP": 2.433333333333333, + "n_pred": 19.966666666666665, + "n_ref": 2024.1 + }, + "2": { + "Dice": 0.6044683425477991, + "FN": 472.1333333333333, + "FP": 1269.1333333333334, + "IoU": 0.5081616878185244, + "TN": 259676.06666666668, + "TP": 1430.6666666666667, + "n_pred": 2699.8, + "n_ref": 1902.8 + }, + "3": { + "Dice": 0.20234600906540018, + "FN": 1449.8666666666666, + "FP": 183.3, + "IoU": 0.16565287097591025, + "TN": 259757.76666666666, + "TP": 1457.0666666666666, + "n_pred": 1640.3666666666666, + "n_ref": 2906.9333333333334 + }, + "4": { + "Dice": 0.0, + "FN": 1480.0666666666666, + "FP": 1.0, + "IoU": 0.0, + "TN": 261366.93333333332, + "TP": 0.0, + "n_pred": 1.0, + "n_ref": 1480.0666666666666 + }, + "5": { + "Dice": 0.33003090467055085, + "FN": 18.233333333333334, + "FP": 166.46666666666667, + "IoU": 0.2498125219674618, + "TN": 262511.86666666664, + "TP": 151.43333333333334, + "n_pred": 317.9, + "n_ref": 169.66666666666666 + }, + "6": { + "Dice": 0.5703410749038879, + "FN": 2230.6, + "FP": 2545.366666666667, + "IoU": 0.4899019968902528, + "TN": 242370.86666666667, + "TP": 15701.166666666666, + "n_pred": 18246.533333333333, + "n_ref": 17931.766666666666 + }, + "7": { + "Dice": 0.30244037405103963, + "FN": 8939.366666666667, + "FP": 989.9, + "IoU": 0.226096371143825, + "TN": 249926.6, + "TP": 2992.133333333333, + "n_pred": 3982.0333333333333, + "n_ref": 11931.5 + }, + "8": { + "Dice": 0.5187873544926156, + "FN": 473.56666666666666, + "FP": 219.56666666666666, + "IoU": 0.43961229468657537, + "TN": 259919.76666666666, + "TP": 2235.1, + "n_pred": 2454.6666666666665, + "n_ref": 2708.6666666666665 + }, + "9": { + "Dice": 0.48961982118797776, + "FN": 489.1666666666667, + "FP": 289.6666666666667, + "IoU": 0.4234383590551413, + "TN": 260164.26666666666, + "TP": 1904.9, + "n_pred": 2194.5666666666666, + "n_ref": 2394.0666666666666 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2369, + "IoU": 0.0, + "TN": 348095, + "TP": 0, + "n_pred": 2369, + "n_ref": 0 + }, + "10": { + "Dice": 0.0016240357287860333, + "FN": 7846, + "FP": 4449, + "IoU": 0.0008126777732629012, + "TN": 338159, + "TP": 10, + "n_pred": 4459, + "n_ref": 7856 + }, + "11": { + "Dice": 0.0, + "FN": 2424, + "FP": 0, + "IoU": 0.0, + "TN": 348040, + "TP": 0, + "n_pred": 0, + "n_ref": 2424 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.33177282576710093, + "FN": 12552, + "FP": 12427, + "IoU": 0.1988774855676716, + "TN": 319284, + "TP": 6201, + "n_pred": 18628, + "n_ref": 18753 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5624705644889996, + "FN": 5364, + "FP": 1139, + "IoU": 0.3912758588411495, + "TN": 339781, + "TP": 4180, + "n_pred": 5319, + "n_ref": 9544 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1147, + "IoU": 0.0, + "TN": 349317, + "TP": 0, + "n_pred": 1147, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 29756, + "FP": 29, + "IoU": 0.0, + "TN": 320679, + "TP": 0, + "n_pred": 29, + "n_ref": 29756 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8531544481712187, + "FN": 9213, + "FP": 9175, + "IoU": 0.7439139880786586, + "TN": 278660, + "TP": 53416, + "n_pred": 62591, + "n_ref": 62629 + }, + "7": { + "Dice": 0.0, + "FN": 1939, + "FP": 12447, + "IoU": 0.0, + "TN": 336078, + "TP": 0, + "n_pred": 12447, + "n_ref": 1939 + }, + "8": { + "Dice": 0.35698924731182796, + "FN": 1, + "FP": 298, + "IoU": 0.21727748691099477, + "TN": 350082, + "TP": 83, + "n_pred": 381, + "n_ref": 84 + }, + "9": { + "Dice": 0.4161014450014745, + "FN": 5751, + "FP": 2169, + "IoU": 0.26270713088810277, + "TN": 339722, + "TP": 2822, + "n_pred": 4991, + "n_ref": 8573 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 374, + "IoU": 0.0, + "TN": 350090, + "TP": 0, + "n_pred": 374, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 3534, + "FP": 0, + "IoU": 0.0, + "TN": 346930, + "TP": 0, + "n_pred": 0, + "n_ref": 3534 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.24208566108007448, + "FN": 806, + "FP": 8, + "IoU": 0.13771186440677965, + "TN": 349520, + "TP": 130, + "n_pred": 138, + "n_ref": 936 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9590260743163441, + "FN": 1102, + "FP": 251, + "IoU": 0.9212777098970152, + "TN": 333277, + "TP": 15834, + "n_pred": 16085, + "n_ref": 16936 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 38, + "IoU": 0.0, + "TN": 350426, + "TP": 0, + "n_pred": 38, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9668223989082949, + "FN": 1924, + "FP": 1577, + "IoU": 0.9357756090402113, + "TN": 295952, + "TP": 51011, + "n_pred": 52588, + "n_ref": 52935 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 282, + "IoU": 0.0, + "TN": 350182, + "TP": 0, + "n_pred": 282, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8294753086419753, + "FN": 660, + "FP": 224, + "IoU": 0.7086354647330257, + "TN": 347430, + "TP": 2150, + "n_pred": 2374, + "n_ref": 2810 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.001035866891104493, + "FN": 4, + "FP": 7711, + "IoU": 0.0005182018396165306, + "TN": 167513, + "TP": 4, + "n_pred": 7715, + "n_ref": 8 + }, + "10": { + "Dice": 0.0, + "FN": 278, + "FP": 575, + "IoU": 0.0, + "TN": 174379, + "TP": 0, + "n_pred": 575, + "n_ref": 278 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 237, + "IoU": 0.0, + "TN": 174995, + "TP": 0, + "n_pred": 237, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.45228230980751605, + "FN": 4076, + "FP": 10863, + "IoU": 0.292225328090207, + "TN": 154125, + "TP": 6168, + "n_pred": 17031, + "n_ref": 10244 + }, + "7": { + "Dice": 0.711734991257043, + "FN": 29269, + "FP": 405, + "IoU": 0.5524756058937971, + "TN": 108925, + "TP": 36633, + "n_pred": 37038, + "n_ref": 65902 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.3576585804581907, + "FN": 24419, + "FP": 1292, + "IoU": 0.21777358605372843, + "TN": 317595, + "TP": 7158, + "n_pred": 8450, + "n_ref": 31577 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.005116179918993818, + "FN": 4620, + "FP": 47, + "IoU": 0.0025646505663603335, + "TN": 345785, + "TP": 12, + "n_pred": 59, + "n_ref": 4632 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 1379, + "FP": 0, + "IoU": 0.0, + "TN": 349085, + "TP": 0, + "n_pred": 0, + "n_ref": 1379 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9146940442162982, + "FN": 21395, + "FP": 7853, + "IoU": 0.8427983273673235, + "TN": 164410, + "TP": 156806, + "n_pred": 164659, + "n_ref": 178201 + }, + "7": { + "Dice": 0.011805048063409972, + "FN": 14106, + "FP": 3473, + "IoU": 0.005937570685365302, + "TN": 332780, + "TP": 105, + "n_pred": 3578, + "n_ref": 14211 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 350445, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 91, + "IoU": 0.0, + "TN": 350373, + "TP": 0, + "n_pred": 91, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.012300123001230012, + "FN": 803, + "FP": 0, + "IoU": 0.006188118811881188, + "TN": 349656, + "TP": 5, + "n_pred": 5, + "n_ref": 808 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 1516, + "FP": 19, + "IoU": 0.0, + "TN": 348929, + "TP": 0, + "n_pred": 19, + "n_ref": 1516 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 11451, + "FP": 0, + "IoU": 0.0, + "TN": 339013, + "TP": 0, + "n_pred": 0, + "n_ref": 11451 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.872808457548099, + "FN": 1307, + "FP": 630, + "IoU": 0.7743213328672958, + "TN": 341881, + "TP": 6646, + "n_pred": 7276, + "n_ref": 7953 + }, + "7": { + "Dice": 0.00839740443862806, + "FN": 16122, + "FP": 2063, + "IoU": 0.0042164056510787425, + "TN": 332202, + "TP": 77, + "n_pred": 2140, + "n_ref": 16199 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8103258667592753, + "FN": 897, + "FP": 5657, + "IoU": 0.6811326262527975, + "TN": 154678, + "TP": 14000, + "n_pred": 19657, + "n_ref": 14897 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5416386003474315, + "FN": 10250, + "FP": 2679, + "IoU": 0.37140217814080123, + "TN": 154664, + "TP": 7639, + "n_pred": 10318, + "n_ref": 17889 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.3790849673202614, + "FN": 72, + "FP": 118, + "IoU": 0.23387096774193547, + "TN": 174984, + "TP": 58, + "n_pred": 176, + "n_ref": 130 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 16, + "FP": 0, + "IoU": 0.0, + "TN": 175216, + "TP": 0, + "n_pred": 0, + "n_ref": 16 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 175229, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.7366388945336314, + "FN": 1029, + "FP": 1563, + "IoU": 0.5830786552999839, + "TN": 169015, + "TP": 3625, + "n_pred": 5188, + "n_ref": 4654 + }, + "9": { + "Dice": 0.8586757771148109, + "FN": 4273, + "FP": 1601, + "IoU": 0.7523504363590371, + "TN": 151513, + "TP": 17845, + "n_pred": 19446, + "n_ref": 22118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7287202612346447, + "FN": 3752, + "FP": 4971, + "IoU": 0.5732178678017515, + "TN": 330025, + "TP": 11716, + "n_pred": 16687, + "n_ref": 15468 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2885402455661664, + "FN": 1198, + "FP": 9232, + "IoU": 0.16859306496612195, + "TN": 337919, + "TP": 2115, + "n_pred": 11347, + "n_ref": 3313 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8304291635099603, + "FN": 603, + "FP": 3202, + "IoU": 0.7100289590001524, + "TN": 337342, + "TP": 9317, + "n_pred": 12519, + "n_ref": 9920 + }, + "7": { + "Dice": 0.008192595421172304, + "FN": 114190, + "FP": 92, + "IoU": 0.004113146382696899, + "TN": 235710, + "TP": 472, + "n_pred": 564, + "n_ref": 114662 + }, + "8": { + "Dice": 0.8888888888888888, + "FN": 5, + "FP": 18, + "IoU": 0.8, + "TN": 350349, + "TP": 92, + "n_pred": 110, + "n_ref": 97 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6203037569944044, + "FN": 475, + "FP": 0, + "IoU": 0.4495944380069525, + "TN": 174369, + "TP": 388, + "n_pred": 388, + "n_ref": 863 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 175229, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9577903682719546, + "FN": 255, + "FP": 341, + "IoU": 0.9189997281870074, + "TN": 343106, + "TP": 6762, + "n_pred": 7103, + "n_ref": 7017 + }, + "10": { + "Dice": 0.07475346527825667, + "FN": 10814, + "FP": 2603, + "IoU": 0.03882799627480479, + "TN": 336505, + "TP": 542, + "n_pred": 3145, + "n_ref": 11356 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3942, + "FP": 0, + "IoU": 0.0, + "TN": 346522, + "TP": 0, + "n_pred": 0, + "n_ref": 3942 + }, + "13": { + "Dice": 0.6208403571205594, + "FN": 6707, + "FP": 5439, + "IoU": 0.4501584427342689, + "TN": 328374, + "TP": 9944, + "n_pred": 15383, + "n_ref": 16651 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9396176414915768, + "FN": 819, + "FP": 138, + "IoU": 0.8861121028204213, + "TN": 342061, + "TP": 7446, + "n_pred": 7584, + "n_ref": 8265 + }, + "3": { + "Dice": 0.9663623999214795, + "FN": 1118, + "FP": 1281, + "IoU": 0.9349141322336472, + "TN": 313605, + "TP": 34460, + "n_pred": 35741, + "n_ref": 35578 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 82, + "FP": 0, + "IoU": 0.0, + "TN": 350382, + "TP": 0, + "n_pred": 0, + "n_ref": 82 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1027, + "IoU": 0.0, + "TN": 349437, + "TP": 0, + "n_pred": 1027, + "n_ref": 0 + }, + "7": { + "Dice": 0.5917906312603896, + "FN": 9323, + "FP": 254, + "IoU": 0.4202433561353593, + "TN": 333945, + "TP": 6942, + "n_pred": 7196, + "n_ref": 16265 + }, + "8": { + "Dice": 0.9272625974990715, + "FN": 1896, + "FP": 454, + "IoU": 0.8643891742166311, + "TN": 333135, + "TP": 14979, + "n_pred": 15433, + "n_ref": 16875 + }, + "9": { + "Dice": 0.9517986143642595, + "FN": 1048, + "FP": 907, + "IoU": 0.9080302959025263, + "TN": 329207, + "TP": 19302, + "n_pred": 20209, + "n_ref": 20350 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7250672285538003, + "FN": 23617, + "FP": 0, + "IoU": 0.5687101663653463, + "TN": 120473, + "TP": 31142, + "n_pred": 31142, + "n_ref": 54759 + }, + "15": { + "Dice": 0.002400881419480028, + "FN": 60650, + "FP": 15, + "IoU": 0.0012018834996213243, + "TN": 114494, + "TP": 73, + "n_pred": 88, + "n_ref": 60723 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 82, + "FP": 0, + "IoU": 0.0, + "TN": 175150, + "TP": 0, + "n_pred": 0, + "n_ref": 82 + }, + "10": { + "Dice": 0.2012987012987013, + "FN": 4135, + "FP": 47, + "IoU": 0.11191335740072202, + "TN": 170523, + "TP": 527, + "n_pred": 574, + "n_ref": 4662 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1592, + "IoU": 0.0, + "TN": 173640, + "TP": 0, + "n_pred": 1592, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.23862284354550864, + "FN": 16330, + "FP": 4148, + "IoU": 0.13547515514839364, + "TN": 151545, + "TP": 3209, + "n_pred": 7357, + "n_ref": 19539 + }, + "7": { + "Dice": 0.5871173262782787, + "FN": 29959, + "FP": 8276, + "IoU": 0.41554570467746865, + "TN": 109812, + "TP": 27185, + "n_pred": 35461, + "n_ref": 57144 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9378494730070761, + "FN": 4351, + "FP": 673, + "IoU": 0.8829722804565572, + "TN": 132302, + "TP": 37906, + "n_pred": 38579, + "n_ref": 42257 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 175205, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 117, + "IoU": 0.0, + "TN": 350347, + "TP": 0, + "n_pred": 117, + "n_ref": 0 + }, + "10": { + "Dice": 0.06229300260728631, + "FN": 25449, + "FP": 1165, + "IoU": 0.03214779256673213, + "TN": 322966, + "TP": 884, + "n_pred": 2049, + "n_ref": 26333 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.011327594019030359, + "FN": 4364, + "FP": 0, + "IoU": 0.005696058327637275, + "TN": 346075, + "TP": 25, + "n_pred": 25, + "n_ref": 4389 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 350443, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8497087801426161, + "FN": 2526, + "FP": 5757, + "IoU": 0.7386901381790649, + "TN": 318766, + "TP": 23415, + "n_pred": 29172, + "n_ref": 25941 + }, + "7": { + "Dice": 0.2650975002147582, + "FN": 25288, + "FP": 377, + "IoU": 0.15280253515547634, + "TN": 320170, + "TP": 4629, + "n_pred": 5006, + "n_ref": 29917 + }, + "8": { + "Dice": 0.5182546749777382, + "FN": 541, + "FP": 0, + "IoU": 0.34975961538461536, + "TN": 349632, + "TP": 291, + "n_pred": 291, + "n_ref": 832 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 350458, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8561132561132561, + "FN": 179, + "FP": 939, + "IoU": 0.7484248424842485, + "TN": 170788, + "TP": 3326, + "n_pred": 4265, + "n_ref": 3505 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.751731843575419, + "FN": 402, + "FP": 709, + "IoU": 0.6022198353025421, + "TN": 172439, + "TP": 1682, + "n_pred": 2391, + "n_ref": 2084 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1839, + "IoU": 0.0, + "TN": 173393, + "TP": 0, + "n_pred": 1839, + "n_ref": 0 + }, + "7": { + "Dice": 0.87435109117484, + "FN": 1756, + "FP": 737, + "IoU": 0.7767529327482762, + "TN": 164065, + "TP": 8674, + "n_pred": 9411, + "n_ref": 10430 + }, + "8": { + "Dice": 0.9404089941704451, + "FN": 1657, + "FP": 919, + "IoU": 0.8875207405466772, + "TN": 152330, + "TP": 20326, + "n_pred": 21245, + "n_ref": 21983 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.94261407579273, + "FN": 331, + "FP": 40, + "IoU": 0.8914569923932124, + "TN": 347046, + "TP": 3047, + "n_pred": 3087, + "n_ref": 3378 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 35182, + "IoU": 0.0, + "TN": 315282, + "TP": 0, + "n_pred": 35182, + "n_ref": 0 + }, + "3": { + "Dice": 0.30120840920377423, + "FN": 42019, + "FP": 195, + "IoU": 0.1773074524477705, + "TN": 299152, + "TP": 9098, + "n_pred": 9293, + "n_ref": 51117 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.773841961852861, + "FN": 0, + "FP": 83, + "IoU": 0.6311111111111111, + "TN": 350239, + "TP": 142, + "n_pred": 225, + "n_ref": 142 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9212129416542575, + "FN": 4421, + "FP": 3727, + "IoU": 0.853933994227632, + "TN": 469913, + "TP": 47635, + "n_pred": 51362, + "n_ref": 52056 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 2994, + "FP": 0, + "IoU": 0.0, + "TN": 522702, + "TP": 0, + "n_pred": 0, + "n_ref": 2994 + }, + "12": { + "Dice": 0.0, + "FN": 33, + "FP": 0, + "IoU": 0.0, + "TN": 525663, + "TP": 0, + "n_pred": 0, + "n_ref": 33 + }, + "13": { + "Dice": 0.0027554535017221583, + "FN": 4343, + "FP": 0, + "IoU": 0.0013796275005748448, + "TN": 521347, + "TP": 6, + "n_pred": 6, + "n_ref": 4349 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8735601571342966, + "FN": 2552, + "FP": 1246, + "IoU": 0.7755053788863931, + "TN": 508778, + "TP": 13120, + "n_pred": 14366, + "n_ref": 15672 + }, + "3": { + "Dice": 0.35119726339794755, + "FN": 359, + "FP": 210, + "IoU": 0.21300138312586445, + "TN": 524973, + "TP": 154, + "n_pred": 364, + "n_ref": 513 + }, + "4": { + "Dice": 0.0, + "FN": 1800, + "FP": 1, + "IoU": 0.0, + "TN": 523895, + "TP": 0, + "n_pred": 1, + "n_ref": 1800 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7834462742800846, + "FN": 3576, + "FP": 28956, + "IoU": 0.6439882248656693, + "TN": 434317, + "TP": 58847, + "n_pred": 87803, + "n_ref": 62423 + }, + "7": { + "Dice": 0.2683575264529165, + "FN": 26229, + "FP": 1291, + "IoU": 0.15497282525255626, + "TN": 493129, + "TP": 5047, + "n_pred": 6338, + "n_ref": 31276 + }, + "8": { + "Dice": 0.0, + "FN": 202, + "FP": 0, + "IoU": 0.0, + "TN": 525494, + "TP": 0, + "n_pred": 0, + "n_ref": 202 + }, + "9": { + "Dice": 0.8609074243813015, + "FN": 2943, + "FP": 1913, + "IoU": 0.755783544558439, + "TN": 505812, + "TP": 15028, + "n_pred": 16941, + "n_ref": 17971 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5683917751067845, + "FN": 63, + "FP": 4282, + "IoU": 0.397030252567305, + "TN": 343258, + "TP": 2861, + "n_pred": 7143, + "n_ref": 2924 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 286, + "IoU": 0.0, + "TN": 350178, + "TP": 0, + "n_pred": 286, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8194302475445536, + "FN": 8876, + "FP": 3313, + "IoU": 0.6940972745068513, + "TN": 310618, + "TP": 27657, + "n_pred": 30970, + "n_ref": 36533 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1779, + "IoU": 0.0, + "TN": 348685, + "TP": 0, + "n_pred": 1779, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8658151765589782, + "FN": 0, + "FP": 893, + "IoU": 0.7633810280869104, + "TN": 346690, + "TP": 2881, + "n_pred": 3774, + "n_ref": 2881 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 179, + "FP": 3407, + "IoU": 0.0, + "TN": 522110, + "TP": 0, + "n_pred": 3407, + "n_ref": 179 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.517518993083116, + "FN": 4255, + "FP": 0, + "IoU": 0.3490897965427566, + "TN": 519159, + "TP": 2282, + "n_pred": 2282, + "n_ref": 6537 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2370, + "IoU": 0.0, + "TN": 523326, + "TP": 0, + "n_pred": 2370, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9693427594853435, + "FN": 5493, + "FP": 938, + "IoU": 0.9405093384890056, + "TN": 417595, + "TP": 101670, + "n_pred": 102608, + "n_ref": 107163 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 511, + "IoU": 0.0, + "TN": 349953, + "TP": 0, + "n_pred": 511, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.31574306960484605, + "FN": 998.4000000000001, + "FP": 712.9955555555556, + "IoU": 0.259717406940916, + "TN": 235806.78222222225, + "TP": 1965.5555555555557, + "n_pred": 2678.551111111111, + "n_ref": 2963.9555555555557 + }, + "mean": { + "1": { + "Dice": 0.3420157972452663, + "FN": 3011.2, + "FP": 124.5, + "IoU": 0.2882704472233626, + "TN": 235181.13333333333, + "TP": 1166.9, + "n_pred": 1291.4, + "n_ref": 4178.1 + }, + "10": { + "Dice": 0.07815855107120769, + "FN": 648.6666666666666, + "FP": 399.1, + "IoU": 0.04996912992088153, + "TN": 238384.96666666667, + "TP": 51.0, + "n_pred": 450.1, + "n_ref": 699.6666666666666 + }, + "11": { + "Dice": 0.06692913385826772, + "FN": 292.2, + "FP": 24.966666666666665, + "IoU": 0.04018912529550828, + "TN": 239155.23333333334, + "TP": 11.333333333333334, + "n_pred": 36.3, + "n_ref": 303.53333333333336 + }, + "12": { + "Dice": 0.0, + "FN": 47.53333333333333, + "FP": 4.633333333333334, + "IoU": 0.0, + "TN": 239431.56666666668, + "TP": 0.0, + "n_pred": 4.633333333333334, + "n_ref": 47.53333333333333 + }, + "13": { + "Dice": 0.2814697080442967, + "FN": 316.8333333333333, + "FP": 190.3, + "IoU": 0.21054400894634917, + "TN": 238894.16666666666, + "TP": 82.43333333333334, + "n_pred": 272.73333333333335, + "n_ref": 399.26666666666665 + }, + "14": { + "Dice": 0.5717459434392265, + "FN": 942.3666666666667, + "FP": 1117.8666666666666, + "IoU": 0.46695054795445645, + "TN": 233209.06666666668, + "TP": 4214.433333333333, + "n_pred": 5332.3, + "n_ref": 5156.8 + }, + "15": { + "Dice": 0.31957559830932936, + "FN": 699.5333333333333, + "FP": 779.3666666666667, + "IoU": 0.21293073625853295, + "TN": 237748.5, + "TP": 256.3333333333333, + "n_pred": 1035.7, + "n_ref": 955.8666666666667 + }, + "2": { + "Dice": 0.5041351909043114, + "FN": 844.4333333333333, + "FP": 239.33333333333334, + "IoU": 0.4625459630864544, + "TN": 234604.33333333334, + "TP": 3795.633333333333, + "n_pred": 4034.9666666666667, + "n_ref": 4640.066666666667 + }, + "3": { + "Dice": 0.23547734946841686, + "FN": 223.96666666666667, + "FP": 328.1666666666667, + "IoU": 0.2225493251666757, + "TN": 236741.83333333334, + "TP": 2189.766666666667, + "n_pred": 2517.9333333333334, + "n_ref": 2413.733333333333 + }, + "4": { + "Dice": 0.0639158310044386, + "FN": 179.7, + "FP": 583.6666666666666, + "IoU": 0.046967866634452765, + "TN": 238525.96666666667, + "TP": 194.4, + "n_pred": 778.0666666666667, + "n_ref": 374.1 + }, + "5": { + "Dice": 0.3539375483988122, + "FN": 867.5, + "FP": 92.73333333333333, + "IoU": 0.27128952114591165, + "TN": 238252.23333333334, + "TP": 271.26666666666665, + "n_pred": 364.0, + "n_ref": 1138.7666666666667 + }, + "6": { + "Dice": 0.5496103356815354, + "FN": 1355.1666666666667, + "FP": 5461.1, + "IoU": 0.5018315839968192, + "TN": 219794.4, + "TP": 12873.066666666668, + "n_pred": 18334.166666666668, + "n_ref": 14228.233333333334 + }, + "7": { + "Dice": 0.24689602274977152, + "FN": 3123.0666666666666, + "FP": 414.1333333333333, + "IoU": 0.1904941391275638, + "TN": 235255.1, + "TP": 691.4333333333333, + "n_pred": 1105.5666666666666, + "n_ref": 3814.5 + }, + "8": { + "Dice": 0.7081556654714302, + "FN": 1614.6333333333334, + "FP": 153.6, + "IoU": 0.6067296579694033, + "TN": 236059.36666666667, + "TP": 1656.1333333333334, + "n_pred": 1809.7333333333333, + "n_ref": 3270.766666666667 + }, + "9": { + "Dice": 0.4141233684263808, + "FN": 809.2, + "FP": 781.4666666666667, + "IoU": 0.3244990513873679, + "TN": 235863.86666666667, + "TP": 2029.2, + "n_pred": 2810.6666666666665, + "n_ref": 2838.4 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.5125234815278648, + "FN": 5466, + "FP": 762, + "IoU": 0.34455904020206274, + "TN": 340962, + "TP": 3274, + "n_pred": 4036, + "n_ref": 8740 + }, + "9": { + "Dice": 0.349498997995992, + "FN": 4944, + "FP": 1548, + "IoU": 0.21175327829043225, + "TN": 342228, + "TP": 1744, + "n_pred": 3292, + "n_ref": 6688 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 35, + "FP": 0, + "IoU": 0.0, + "TN": 350429, + "TP": 0, + "n_pred": 0, + "n_ref": 35 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9310054228345302, + "FN": 3047, + "FP": 719, + "IoU": 0.8709168808911739, + "TN": 321289, + "TP": 25409, + "n_pred": 26128, + "n_ref": 28456 + }, + "7": { + "Dice": 0.03095420454052804, + "FN": 67023, + "FP": 34, + "IoU": 0.01572040864255519, + "TN": 282336, + "TP": 1071, + "n_pred": 1105, + "n_ref": 68094 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6829811796923242, + "FN": 664, + "FP": 22952, + "IoU": 0.5185811843848741, + "TN": 301409, + "TP": 25439, + "n_pred": 48391, + "n_ref": 26103 + }, + "15": { + "Dice": 0.3690580277023607, + "FN": 13711, + "FP": 0, + "IoU": 0.22628519835223745, + "TN": 332743, + "TP": 4010, + "n_pred": 4010, + "n_ref": 17721 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 350454, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5290257445734478, + "FN": 715, + "FP": 218, + "IoU": 0.35964310226492796, + "TN": 173775, + "TP": 524, + "n_pred": 742, + "n_ref": 1239 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8281764318630678, + "FN": 1386, + "FP": 963, + "IoU": 0.7067415730337079, + "TN": 167222, + "TP": 5661, + "n_pred": 6624, + "n_ref": 7047 + }, + "6": { + "Dice": 0.8889680451343805, + "FN": 9027, + "FP": 636, + "IoU": 0.8001282422537542, + "TN": 126886, + "TP": 38683, + "n_pred": 39319, + "n_ref": 47710 + }, + "7": { + "Dice": 0.8463862014621547, + "FN": 2808, + "FP": 701, + "IoU": 0.733682452944748, + "TN": 162056, + "TP": 9667, + "n_pred": 10368, + "n_ref": 12475 + }, + "8": { + "Dice": 0.93089382832821, + "FN": 513, + "FP": 1825, + "IoU": 0.8707215924799557, + "TN": 157147, + "TP": 15747, + "n_pred": 17572, + "n_ref": 16260 + }, + "9": { + "Dice": 0.21093645035603922, + "FN": 461, + "FP": 5412, + "IoU": 0.11790327425653349, + "TN": 168574, + "TP": 785, + "n_pred": 6197, + "n_ref": 1246 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 6355, + "FP": 402, + "IoU": 0.0, + "TN": 168475, + "TP": 0, + "n_pred": 402, + "n_ref": 6355 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9603633578916793, + "FN": 763, + "FP": 738, + "IoU": 0.9237490474980949, + "TN": 155547, + "TP": 18184, + "n_pred": 18922, + "n_ref": 18947 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.43436153152250173, + "FN": 90294, + "FP": 0, + "IoU": 0.2774341204996679, + "TN": 225501, + "TP": 34669, + "n_pred": 34669, + "n_ref": 124963 + }, + "10": { + "Dice": 0.0, + "FN": 722, + "FP": 0, + "IoU": 0.0, + "TN": 349742, + "TP": 0, + "n_pred": 0, + "n_ref": 722 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1219, + "IoU": 0.0, + "TN": 349245, + "TP": 0, + "n_pred": 1219, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 110271, + "IoU": 0.0, + "TN": 240193, + "TP": 0, + "n_pred": 110271, + "n_ref": 0 + }, + "7": { + "Dice": 0.4320541658146457, + "FN": 23379, + "FP": 1618, + "IoU": 0.27555426749746414, + "TN": 315959, + "TP": 9508, + "n_pred": 11126, + "n_ref": 32887 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3652, + "IoU": 0.0, + "TN": 171580, + "TP": 0, + "n_pred": 3652, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3994, + "IoU": 0.0, + "TN": 171238, + "TP": 0, + "n_pred": 3994, + "n_ref": 0 + }, + "11": { + "Dice": 0.3346456692913386, + "FN": 758, + "FP": 594, + "IoU": 0.20094562647754138, + "TN": 173540, + "TP": 340, + "n_pred": 934, + "n_ref": 1098 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 175226, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9413728858670667, + "FN": 721, + "FP": 1702, + "IoU": 0.8892393490583288, + "TN": 153356, + "TP": 19453, + "n_pred": 21155, + "n_ref": 20174 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 175213, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 394, + "IoU": 0.0, + "TN": 174838, + "TP": 0, + "n_pred": 394, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8530386740331491, + "FN": 12241, + "FP": 1325, + "IoU": 0.74373795761079, + "TN": 122294, + "TP": 39372, + "n_pred": 40697, + "n_ref": 51613 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 90, + "IoU": 0.0, + "TN": 175142, + "TP": 0, + "n_pred": 90, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9108851779662505, + "FN": 3228, + "FP": 1847, + "IoU": 0.836353669547272, + "TN": 144220, + "TP": 25937, + "n_pred": 27784, + "n_ref": 29165 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8684992180694187, + "FN": 16110, + "FP": 8948, + "IoU": 0.7675639574791756, + "TN": 242658, + "TP": 82748, + "n_pred": 91696, + "n_ref": 98858 + }, + "15": { + "Dice": 0.011320023260321768, + "FN": 2127, + "FP": 23376, + "IoU": 0.0056922297165581505, + "TN": 324815, + "TP": 146, + "n_pred": 23522, + "n_ref": 2273 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1081, + "IoU": 0.0, + "TN": 349383, + "TP": 0, + "n_pred": 1081, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 4654, + "IoU": 0.0, + "TN": 345810, + "TP": 0, + "n_pred": 4654, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.4979166666666667, + "FN": 3028, + "FP": 346, + "IoU": 0.3314840499306519, + "TN": 170185, + "TP": 1673, + "n_pred": 2019, + "n_ref": 4701 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8350329934013198, + "FN": 961, + "FP": 414, + "IoU": 0.7167868177136972, + "TN": 170377, + "TP": 3480, + "n_pred": 3894, + "n_ref": 4441 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0449438202247191, + "FN": 2, + "FP": 338, + "IoU": 0.022988505747126436, + "TN": 174884, + "TP": 8, + "n_pred": 346, + "n_ref": 10 + }, + "11": { + "Dice": 0.0, + "FN": 5984, + "FP": 0, + "IoU": 0.0, + "TN": 169248, + "TP": 0, + "n_pred": 0, + "n_ref": 5984 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7694915254237288, + "FN": 504, + "FP": 584, + "IoU": 0.6253443526170799, + "TN": 172328, + "TP": 1816, + "n_pred": 2400, + "n_ref": 2320 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.952451083526194, + "FN": 94, + "FP": 358, + "IoU": 0.9092187186181965, + "TN": 170253, + "TP": 4527, + "n_pred": 4885, + "n_ref": 4621 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 50, + "IoU": 0.0, + "TN": 175182, + "TP": 0, + "n_pred": 50, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8572754819160596, + "FN": 6654, + "FP": 4415, + "IoU": 0.7502031052536559, + "TN": 130920, + "TP": 33243, + "n_pred": 37658, + "n_ref": 39897 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8049275897544119, + "FN": 4762, + "FP": 2633, + "IoU": 0.6735387603743599, + "TN": 152580, + "TP": 15257, + "n_pred": 17890, + "n_ref": 20019 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 350456, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 3010, + "IoU": 0.0, + "TN": 347454, + "TP": 0, + "n_pred": 3010, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 969, + "IoU": 0.0, + "TN": 349495, + "TP": 0, + "n_pred": 969, + "n_ref": 0 + }, + "5": { + "Dice": 0.08965709506551436, + "FN": 15256, + "FP": 1071, + "IoU": 0.04693246161928667, + "TN": 333333, + "TP": 804, + "n_pred": 1875, + "n_ref": 16060 + }, + "6": { + "Dice": 0.007348560079443893, + "FN": 0, + "FP": 9996, + "IoU": 0.0036878301604704477, + "TN": 340431, + "TP": 37, + "n_pred": 10033, + "n_ref": 37 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.30196466620807677, + "FN": 40736, + "FP": 869, + "IoU": 0.17783179195320528, + "TN": 299860, + "TP": 8999, + "n_pred": 9868, + "n_ref": 49735 + }, + "9": { + "Dice": 0.007537361923326835, + "FN": 3026, + "FP": 4611, + "IoU": 0.0037829376467518913, + "TN": 342798, + "TP": 29, + "n_pred": 4640, + "n_ref": 3055 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 9506, + "IoU": 0.0, + "TN": 165726, + "TP": 0, + "n_pred": 9506, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9758831772254591, + "FN": 877, + "FP": 431, + "IoU": 0.952902203658361, + "TN": 147460, + "TP": 26464, + "n_pred": 26895, + "n_ref": 27341 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3596, + "IoU": 0.0, + "TN": 171636, + "TP": 0, + "n_pred": 3596, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0836163597225544, + "FN": 12893, + "FP": 6264, + "IoU": 0.04363236982676851, + "TN": 330433, + "TP": 874, + "n_pred": 7138, + "n_ref": 13767 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 8673, + "FP": 70, + "IoU": 0.0, + "TN": 341721, + "TP": 0, + "n_pred": 70, + "n_ref": 8673 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.2046081970694415, + "FN": 14982, + "FP": 0, + "IoU": 0.11396297829558223, + "TN": 333555, + "TP": 1927, + "n_pred": 1927, + "n_ref": 16909 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 7960, + "IoU": 0.0, + "TN": 342504, + "TP": 0, + "n_pred": 7960, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 1115, + "FP": 0, + "IoU": 0.0, + "TN": 349349, + "TP": 0, + "n_pred": 0, + "n_ref": 1115 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 5028, + "IoU": 0.0, + "TN": 345436, + "TP": 0, + "n_pred": 5028, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3269, + "IoU": 0.0, + "TN": 347195, + "TP": 0, + "n_pred": 3269, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.29569764677917754, + "FN": 690, + "FP": 2273, + "IoU": 0.17350069735006973, + "TN": 346879, + "TP": 622, + "n_pred": 2895, + "n_ref": 1312 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 77, + "IoU": 0.0, + "TN": 350387, + "TP": 0, + "n_pred": 77, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1082, + "IoU": 0.0, + "TN": 349382, + "TP": 0, + "n_pred": 1082, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 2024, + "FP": 27, + "IoU": 0.0, + "TN": 348413, + "TP": 0, + "n_pred": 27, + "n_ref": 2024 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3563873067534581, + "FN": 328, + "FP": 2045, + "IoU": 0.21683168316831683, + "TN": 347434, + "TP": 657, + "n_pred": 2702, + "n_ref": 985 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9263789789631658, + "FN": 9536, + "FP": 4445, + "IoU": 0.8628547325466192, + "TN": 248521, + "TP": 87962, + "n_pred": 92407, + "n_ref": 97498 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 482, + "IoU": 0.0, + "TN": 349982, + "TP": 0, + "n_pred": 482, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1940, + "IoU": 0.0, + "TN": 348524, + "TP": 0, + "n_pred": 1940, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.707129668235154, + "FN": 409, + "FP": 19259, + "IoU": 0.5469455450105961, + "TN": 307052, + "TP": 23744, + "n_pred": 43003, + "n_ref": 24153 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3099, + "IoU": 0.0, + "TN": 347365, + "TP": 0, + "n_pred": 3099, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 294, + "IoU": 0.0, + "TN": 350170, + "TP": 0, + "n_pred": 294, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7355033759951628, + "FN": 11497, + "FP": 1626, + "IoU": 0.581657049953776, + "TN": 143863, + "TP": 18246, + "n_pred": 19872, + "n_ref": 29743 + }, + "15": { + "Dice": 0.5783487439653057, + "FN": 5148, + "FP": 5, + "IoU": 0.40681478070680327, + "TN": 166545, + "TP": 3534, + "n_pred": 3539, + "n_ref": 8682 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 110, + "IoU": 0.0, + "TN": 175122, + "TP": 0, + "n_pred": 110, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 133, + "IoU": 0.0, + "TN": 175099, + "TP": 0, + "n_pred": 133, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 175230, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.639158310044386, + "FN": 4276, + "FP": 2309, + "IoU": 0.46967866634452765, + "TN": 162815, + "TP": 5832, + "n_pred": 8141, + "n_ref": 10108 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9804115738644937, + "FN": 3143, + "FP": 1011, + "IoU": 0.9615758169995098, + "TN": 67123, + "TP": 103955, + "n_pred": 104966, + "n_ref": 107098 + }, + "7": { + "Dice": 0.6657736101808439, + "FN": 482, + "FP": 17, + "IoU": 0.49899598393574296, + "TN": 174236, + "TP": 497, + "n_pred": 514, + "n_ref": 979 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 175214, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 42, + "IoU": 0.0, + "TN": 175190, + "TP": 0, + "n_pred": 42, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9438737605372903, + "FN": 5257, + "FP": 6075, + "IoU": 0.8937130101203373, + "TN": 68615, + "TP": 95285, + "n_pred": 101360, + "n_ref": 100542 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7335037226358484, + "FN": 7165, + "FP": 4826, + "IoU": 0.579159793633524, + "TN": 146739, + "TP": 16502, + "n_pred": 21328, + "n_ref": 23667 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9337016574585635, + "FN": 42, + "FP": 6, + "IoU": 0.8756476683937824, + "TN": 350078, + "TP": 338, + "n_pred": 344, + "n_ref": 380 + }, + "10": { + "Dice": 0.04584103512014787, + "FN": 5093, + "FP": 69, + "IoU": 0.02345819144911086, + "TN": 345178, + "TP": 124, + "n_pred": 193, + "n_ref": 5217 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1426, + "FP": 0, + "IoU": 0.0, + "TN": 349038, + "TP": 0, + "n_pred": 0, + "n_ref": 1426 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 673, + "IoU": 0.0, + "TN": 349791, + "TP": 0, + "n_pred": 673, + "n_ref": 0 + }, + "3": { + "Dice": 0.9419093978736675, + "FN": 6719, + "FP": 1384, + "IoU": 0.8901973006667028, + "TN": 276668, + "TP": 65693, + "n_pred": 67077, + "n_ref": 72412 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 350451, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0402.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.3278816048953273, + "FN": 691.9755555555555, + "FP": 526.4444444444445, + "IoU": 0.27326938443663723, + "TN": 213114.83111111113, + "TP": 1786.2155555555553, + "n_pred": 2312.6599999999994, + "n_ref": 2478.1911111111112 + }, + "mean": { + "1": { + "Dice": 0.47349569284328286, + "FN": 1277.7333333333333, + "FP": 1338.7666666666667, + "IoU": 0.41404488622292224, + "TN": 208121.2, + "TP": 5381.766666666666, + "n_pred": 6720.533333333334, + "n_ref": 6659.5 + }, + "10": { + "Dice": 0.25949848354347366, + "FN": 654.1666666666666, + "FP": 478.23333333333335, + "IoU": 0.19379744927659134, + "TN": 214202.56666666668, + "TP": 784.5, + "n_pred": 1262.7333333333333, + "n_ref": 1438.6666666666667 + }, + "11": { + "Dice": 0.0, + "FN": 86.7, + "FP": 0.0, + "IoU": 0.0, + "TN": 216032.76666666666, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 86.7 + }, + "12": { + "Dice": 0.0, + "FN": 15.133333333333333, + "FP": 0.0, + "IoU": 0.0, + "TN": 216104.33333333334, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 15.133333333333333 + }, + "13": { + "Dice": 0.40778184462139916, + "FN": 1149.0333333333333, + "FP": 133.46666666666667, + "IoU": 0.29996000299606423, + "TN": 213998.2, + "TP": 838.7666666666667, + "n_pred": 972.2333333333333, + "n_ref": 1987.8 + }, + "14": { + "Dice": 0.11691008649485242, + "FN": 870.3, + "FP": 690.3, + "IoU": 0.07088597069531802, + "TN": 214161.03333333333, + "TP": 397.8333333333333, + "n_pred": 1088.1333333333334, + "n_ref": 1268.1333333333334 + }, + "15": { + "Dice": 0.8854526684321559, + "FN": 146.7, + "FP": 23.433333333333334, + "IoU": 0.7944504852804961, + "TN": 215291.76666666666, + "TP": 657.5666666666667, + "n_pred": 681.0, + "n_ref": 804.2666666666667 + }, + "2": { + "Dice": 0.35248107513663485, + "FN": 906.0333333333333, + "FP": 716.9333333333333, + "IoU": 0.28683598954009293, + "TN": 213033.1, + "TP": 1463.4, + "n_pred": 2180.3333333333335, + "n_ref": 2369.4333333333334 + }, + "3": { + "Dice": 0.23149742264890236, + "FN": 758.4, + "FP": 1187.3333333333333, + "IoU": 0.20505277468130975, + "TN": 211257.56666666668, + "TP": 2916.1666666666665, + "n_pred": 4103.5, + "n_ref": 3674.5666666666666 + }, + "4": { + "Dice": 0.05422358188952951, + "FN": 463.1666666666667, + "FP": 80.53333333333333, + "IoU": 0.033355259740588075, + "TN": 215562.93333333332, + "TP": 12.833333333333334, + "n_pred": 93.36666666666666, + "n_ref": 476.0 + }, + "5": { + "Dice": 0.1718139252101217, + "FN": 98.33333333333333, + "FP": 152.96666666666667, + "IoU": 0.1164456715613518, + "TN": 215719.16666666666, + "TP": 149.0, + "n_pred": 301.96666666666664, + "n_ref": 247.33333333333334 + }, + "6": { + "Dice": 0.4609229574597354, + "FN": 2298.766666666667, + "FP": 1622.9, + "IoU": 0.40535631483198026, + "TN": 201357.16666666666, + "TP": 10840.633333333333, + "n_pred": 12463.533333333333, + "n_ref": 13139.4 + }, + "7": { + "Dice": 0.11131054151997324, + "FN": 1333.5333333333333, + "FP": 927.4333333333333, + "IoU": 0.07009364527467976, + "TN": 213661.6, + "TP": 196.9, + "n_pred": 1124.3333333333333, + "n_ref": 1530.4333333333334 + }, + "8": { + "Dice": 0.7216309697019772, + "FN": 152.93333333333334, + "FP": 105.26666666666667, + "IoU": 0.6529968108983751, + "TN": 213771.4, + "TP": 2089.866666666667, + "n_pred": 2195.133333333333, + "n_ref": 2242.8 + }, + "9": { + "Dice": 0.6712048239278718, + "FN": 168.7, + "FP": 439.1, + "IoU": 0.555765505549789, + "TN": 214447.66666666666, + "TP": 1064.0, + "n_pred": 1503.1, + "n_ref": 1232.7 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 34, + "IoU": 0.0, + "TN": 175198, + "TP": 0, + "n_pred": 34, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7191869918699187, + "FN": 2959, + "FP": 495, + "IoU": 0.5615081883965977, + "TN": 167355, + "TP": 4423, + "n_pred": 4918, + "n_ref": 7382 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6930281448936446, + "FN": 21758, + "FP": 4233, + "IoU": 0.5302548346285921, + "TN": 119902, + "TP": 29339, + "n_pred": 33572, + "n_ref": 51097 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 21992, + "IoU": 0.0, + "TN": 153240, + "TP": 0, + "n_pred": 21992, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 561, + "IoU": 0.0, + "TN": 174671, + "TP": 0, + "n_pred": 561, + "n_ref": 0 + }, + "9": { + "Dice": 0.7687998276233571, + "FN": 684, + "FP": 389, + "IoU": 0.6244312215610781, + "TN": 172375, + "TP": 1784, + "n_pred": 2173, + "n_ref": 2468 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.6831530139103554, + "FN": 112, + "FP": 93, + "IoU": 0.5187793427230047, + "TN": 174806, + "TP": 221, + "n_pred": 314, + "n_ref": 333 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7708647063485773, + "FN": 444, + "FP": 2447, + "IoU": 0.6271601753933453, + "TN": 167478, + "TP": 4863, + "n_pred": 7310, + "n_ref": 5307 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 7597, + "IoU": 0.0, + "TN": 167635, + "TP": 0, + "n_pred": 7597, + "n_ref": 0 + }, + "3": { + "Dice": 0.8903767935654221, + "FN": 12181, + "FP": 5796, + "IoU": 0.8024136377125397, + "TN": 84249, + "TP": 73006, + "n_pred": 78802, + "n_ref": 85187 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 46, + "IoU": 0.0, + "TN": 175186, + "TP": 0, + "n_pred": 46, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9515667519241325, + "FN": 3527, + "FP": 620, + "IoU": 0.9076083324050351, + "TN": 130347, + "TP": 40738, + "n_pred": 41358, + "n_ref": 44265 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9525285536201611, + "FN": 636, + "FP": 773, + "IoU": 0.9093599228047604, + "TN": 159687, + "TP": 14136, + "n_pred": 14909, + "n_ref": 14772 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1434, + "IoU": 0.0, + "TN": 173798, + "TP": 0, + "n_pred": 1434, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.37181409295352325, + "FN": 419, + "FP": 0, + "IoU": 0.2283609576427256, + "TN": 349921, + "TP": 124, + "n_pred": 124, + "n_ref": 543 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 634, + "FP": 0, + "IoU": 0.0, + "TN": 349830, + "TP": 0, + "n_pred": 0, + "n_ref": 634 + }, + "12": { + "Dice": 0.0, + "FN": 379, + "FP": 0, + "IoU": 0.0, + "TN": 350085, + "TP": 0, + "n_pred": 0, + "n_ref": 379 + }, + "13": { + "Dice": 0.6217948717948718, + "FN": 16, + "FP": 220, + "IoU": 0.4511627906976744, + "TN": 350034, + "TP": 194, + "n_pred": 414, + "n_ref": 210 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.21759697256385999, + "FN": 37, + "FP": 1617, + "IoU": 0.12208067940552017, + "TN": 348580, + "TP": 230, + "n_pred": 1847, + "n_ref": 267 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 47, + "IoU": 0.0, + "TN": 350417, + "TP": 0, + "n_pred": 47, + "n_ref": 0 + }, + "5": { + "Dice": 0.10572687224669604, + "FN": 203, + "FP": 0, + "IoU": 0.05581395348837209, + "TN": 350249, + "TP": 12, + "n_pred": 12, + "n_ref": 215 + }, + "6": { + "Dice": 0.854246966452534, + "FN": 1137, + "FP": 905, + "IoU": 0.7455768751557438, + "TN": 342438, + "TP": 5984, + "n_pred": 6889, + "n_ref": 7121 + }, + "7": { + "Dice": 0.5251514353436924, + "FN": 3440, + "FP": 166, + "IoU": 0.3560714285714286, + "TN": 344864, + "TP": 1994, + "n_pred": 2160, + "n_ref": 5434 + }, + "8": { + "Dice": 0.9368121338224826, + "FN": 2791, + "FP": 1825, + "IoU": 0.8811350878096513, + "TN": 311630, + "TP": 34218, + "n_pred": 36043, + "n_ref": 37009 + }, + "9": { + "Dice": 0.7935644333903311, + "FN": 1670, + "FP": 986, + "IoU": 0.6577760597861101, + "TN": 342703, + "TP": 5105, + "n_pred": 6091, + "n_ref": 6775 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2314, + "IoU": 0.0, + "TN": 172918, + "TP": 0, + "n_pred": 2314, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 574, + "IoU": 0.0, + "TN": 174658, + "TP": 0, + "n_pred": 574, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.16694051922444955, + "FN": 2509, + "FP": 26, + "IoU": 0.09107206884187881, + "TN": 172443, + "TP": 254, + "n_pred": 280, + "n_ref": 2763 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 175227, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5693377241126967, + "FN": 13440, + "FP": 1861, + "IoU": 0.3979539641943734, + "TN": 325049, + "TP": 10114, + "n_pred": 11975, + "n_ref": 23554 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 75, + "FP": 0, + "IoU": 0.0, + "TN": 350389, + "TP": 0, + "n_pred": 0, + "n_ref": 75 + }, + "13": { + "Dice": 0.03556126820908312, + "FN": 7856, + "FP": 1148, + "IoU": 0.018102508178844057, + "TN": 341294, + "TP": 166, + "n_pred": 1314, + "n_ref": 8022 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 705, + "IoU": 0.0, + "TN": 349759, + "TP": 0, + "n_pred": 705, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 34, + "IoU": 0.0, + "TN": 350430, + "TP": 0, + "n_pred": 34, + "n_ref": 0 + }, + "6": { + "Dice": 0.960758382725994, + "FN": 6782, + "FP": 6274, + "IoU": 0.9244802813479714, + "TN": 177582, + "TP": 159826, + "n_pred": 166100, + "n_ref": 166608 + }, + "7": { + "Dice": 0.27705275986391104, + "FN": 4680, + "FP": 9557, + "IoU": 0.16080165045682288, + "TN": 333499, + "TP": 2728, + "n_pred": 12285, + "n_ref": 7408 + }, + "8": { + "Dice": 0.7550432276657061, + "FN": 1083, + "FP": 192, + "IoU": 0.6064814814814815, + "TN": 347224, + "TP": 1965, + "n_pred": 2157, + "n_ref": 3048 + }, + "9": { + "Dice": 0.7853832202592866, + "FN": 1849, + "FP": 1346, + "IoU": 0.646609888286694, + "TN": 341423, + "TP": 5846, + "n_pred": 7192, + "n_ref": 7695 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 33222, + "IoU": 0.0, + "TN": 142010, + "TP": 0, + "n_pred": 33222, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.20631700956244567, + "FN": 2739, + "FP": 0, + "IoU": 0.11502423263327949, + "TN": 172137, + "TP": 356, + "n_pred": 356, + "n_ref": 3095 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2235, + "IoU": 0.0, + "TN": 172997, + "TP": 0, + "n_pred": 2235, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6909158507869625, + "FN": 4910, + "FP": 78, + "IoU": 0.5277856669506769, + "TN": 164669, + "TP": 5575, + "n_pred": 5653, + "n_ref": 10485 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4480, + "IoU": 0.0, + "TN": 170752, + "TP": 0, + "n_pred": 4480, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 12, + "FP": 18, + "IoU": 0.0, + "TN": 175202, + "TP": 0, + "n_pred": 18, + "n_ref": 12 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.753781765462155, + "FN": 35740, + "FP": 264, + "IoU": 0.6048553492251635, + "TN": 84116, + "TP": 55112, + "n_pred": 55376, + "n_ref": 90852 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 175211, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 122, + "IoU": 0.0, + "TN": 175110, + "TP": 0, + "n_pred": 122, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 175227, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 11335, + "IoU": 0.0, + "TN": 163897, + "TP": 0, + "n_pred": 11335, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3101, + "IoU": 0.0, + "TN": 172131, + "TP": 0, + "n_pred": 3101, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 2329, + "FP": 0, + "IoU": 0.0, + "TN": 172903, + "TP": 0, + "n_pred": 0, + "n_ref": 2329 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 395, + "IoU": 0.0, + "TN": 174837, + "TP": 0, + "n_pred": 395, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 506, + "IoU": 0.0, + "TN": 174726, + "TP": 0, + "n_pred": 506, + "n_ref": 0 + }, + "5": { + "Dice": 0.5815288285937907, + "FN": 2747, + "FP": 3669, + "IoU": 0.4099687327570351, + "TN": 164358, + "TP": 4458, + "n_pred": 8127, + "n_ref": 7205 + }, + "6": { + "Dice": 0.11282541614150984, + "FN": 17192, + "FP": 3221, + "IoU": 0.05978536225876284, + "TN": 153521, + "TP": 1298, + "n_pred": 4519, + "n_ref": 18490 + }, + "7": { + "Dice": 0.0, + "FN": 480, + "FP": 8674, + "IoU": 0.0, + "TN": 166078, + "TP": 0, + "n_pred": 8674, + "n_ref": 480 + }, + "8": { + "Dice": 0.9802305073622903, + "FN": 567, + "FP": 397, + "IoU": 0.9612275268471222, + "TN": 150369, + "TP": 23899, + "n_pred": 24296, + "n_ref": 24466 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9711179868472135, + "FN": 1740, + "FP": 715, + "IoU": 0.9438574826198317, + "TN": 131504, + "TP": 41273, + "n_pred": 41988, + "n_ref": 43013 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 8499, + "IoU": 0.0, + "TN": 166733, + "TP": 0, + "n_pred": 8499, + "n_ref": 0 + }, + "3": { + "Dice": 0.022974484090678052, + "FN": 9611, + "FP": 0, + "IoU": 0.011620732208967503, + "TN": 165508, + "TP": 113, + "n_pred": 113, + "n_ref": 9724 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.819592540120465, + "FN": 21688, + "FP": 87, + "IoU": 0.6943301935791794, + "TN": 454459, + "TP": 49462, + "n_pred": 49549, + "n_ref": 71150 + }, + "10": { + "Dice": 0.19464063149148317, + "FN": 5264, + "FP": 2490, + "IoU": 0.10781267978368426, + "TN": 517005, + "TP": 937, + "n_pred": 3427, + "n_ref": 6201 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5186470078057241, + "FN": 13446, + "FP": 984, + "IoU": 0.35011709601873536, + "TN": 503492, + "TP": 7774, + "n_pred": 8758, + "n_ref": 21220 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 127, + "IoU": 0.0, + "TN": 525569, + "TP": 0, + "n_pred": 127, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 287, + "FP": 0, + "IoU": 0.0, + "TN": 525409, + "TP": 0, + "n_pred": 0, + "n_ref": 287 + }, + "4": { + "Dice": 0.002888086642599278, + "FN": 13764, + "FP": 46, + "IoU": 0.0014461315979754157, + "TN": 511866, + "TP": 20, + "n_pred": 66, + "n_ref": 13784 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 886, + "IoU": 0.0, + "TN": 524810, + "TP": 0, + "n_pred": 886, + "n_ref": 0 + }, + "6": { + "Dice": 0.8964982523037813, + "FN": 3960, + "FP": 4183, + "IoU": 0.8124121725909373, + "TN": 482287, + "TP": 35266, + "n_pred": 39449, + "n_ref": 39226 + }, + "7": { + "Dice": 0.0, + "FN": 29984, + "FP": 381, + "IoU": 0.0, + "TN": 495331, + "TP": 0, + "n_pred": 381, + "n_ref": 29984 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.1324465008675535, + "FN": 93, + "FP": 5907, + "IoU": 0.0709197894084856, + "TN": 519238, + "TP": 458, + "n_pred": 6365, + "n_ref": 551 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.4745762711864407, + "FN": 0, + "FP": 31, + "IoU": 0.3111111111111111, + "TN": 175187, + "TP": 14, + "n_pred": 45, + "n_ref": 14 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9584853462436241, + "FN": 521, + "FP": 1880, + "IoU": 0.920280231091042, + "TN": 145114, + "TP": 27717, + "n_pred": 29597, + "n_ref": 28238 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1962, + "IoU": 0.0, + "TN": 173270, + "TP": 0, + "n_pred": 1962, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9745469354510283, + "FN": 35, + "FP": 90, + "IoU": 0.9503574265289912, + "TN": 172714, + "TP": 2393, + "n_pred": 2483, + "n_ref": 2428 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 175231, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.35073025948455727, + "FN": 26109, + "FP": 18079, + "IoU": 0.21265791208595405, + "TN": 119109, + "TP": 11935, + "n_pred": 30014, + "n_ref": 38044 + }, + "15": { + "Dice": 0.8854526684321559, + "FN": 4401, + "FP": 703, + "IoU": 0.7944504852804961, + "TN": 150401, + "TP": 19727, + "n_pred": 20430, + "n_ref": 24128 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 4365, + "IoU": 0.0, + "TN": 170867, + "TP": 0, + "n_pred": 4365, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 734, + "IoU": 0.0, + "TN": 174498, + "TP": 0, + "n_pred": 734, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 956, + "IoU": 0.0, + "TN": 174276, + "TP": 0, + "n_pred": 956, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 3668, + "IoU": 0.0, + "TN": 171564, + "TP": 0, + "n_pred": 3668, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 125, + "IoU": 0.0, + "TN": 175107, + "TP": 0, + "n_pred": 125, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8500008502389171, + "FN": 8185, + "FP": 636, + "IoU": 0.7391317205891051, + "TN": 316650, + "TP": 24993, + "n_pred": 25629, + "n_ref": 33178 + }, + "10": { + "Dice": 0.7930125456566619, + "FN": 921, + "FP": 5596, + "IoU": 0.6570180516814904, + "TN": 331463, + "TP": 12484, + "n_pred": 18080, + "n_ref": 13405 + }, + "11": { + "Dice": 0.0, + "FN": 1967, + "FP": 0, + "IoU": 0.0, + "TN": 348497, + "TP": 0, + "n_pred": 0, + "n_ref": 1967 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.752965763107751, + "FN": 7455, + "FP": 583, + "IoU": 0.6038052050473186, + "TN": 330176, + "TP": 12250, + "n_pred": 12833, + "n_ref": 19705 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.961328334226031, + "FN": 513, + "FP": 209, + "IoU": 0.925536303630363, + "TN": 340768, + "TP": 8974, + "n_pred": 9183, + "n_ref": 9487 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 350458, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "4": { + "Dice": 0.3766769865841073, + "FN": 119, + "FP": 1089, + "IoU": 0.23204068658614113, + "TN": 348891, + "TP": 365, + "n_pred": 1454, + "n_ref": 484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8275388409627772, + "FN": 1122, + "FP": 15451, + "IoU": 0.7058134374722641, + "TN": 294129, + "TP": 39762, + "n_pred": 55213, + "n_ref": 40884 + }, + "7": { + "Dice": 0.3109012199921291, + "FN": 1422, + "FP": 3831, + "IoU": 0.18406337371854614, + "TN": 344026, + "TP": 1185, + "n_pred": 5016, + "n_ref": 2607 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8758301374988308, + "FN": 765, + "FP": 4545, + "IoU": 0.7790905687065773, + "TN": 326427, + "TP": 18727, + "n_pred": 23272, + "n_ref": 19492 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0398.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.2685611676636917, + "FN": 869.0622222222222, + "FP": 780.0288888888889, + "IoU": 0.2203395959697154, + "TN": 224266.77111111113, + "TP": 1885.7377777777776, + "n_pred": 2665.766666666667, + "n_ref": 2754.8 + }, + "mean": { + "1": { + "Dice": 0.34672027489017426, + "FN": 402.6666666666667, + "FP": 685.4666666666667, + "IoU": 0.3227624775824618, + "TN": 223297.16666666666, + "TP": 3416.3, + "n_pred": 4101.766666666666, + "n_ref": 3818.9666666666667 + }, + "10": { + "Dice": 0.25100923731513053, + "FN": 1765.7, + "FP": 1283.4333333333334, + "IoU": 0.18389168130072708, + "TN": 223048.2, + "TP": 1704.2666666666667, + "n_pred": 2987.7, + "n_ref": 3469.9666666666667 + }, + "11": { + "Dice": 0.0, + "FN": 254.46666666666667, + "FP": 0.0, + "IoU": 0.0, + "TN": 227547.13333333333, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 254.46666666666667 + }, + "12": { + "Dice": 0.0, + "FN": 130.53333333333333, + "FP": 0.0, + "IoU": 0.0, + "TN": 227671.06666666668, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 130.53333333333333 + }, + "13": { + "Dice": 0.2054031709968262, + "FN": 2300.3333333333335, + "FP": 1148.4333333333334, + "IoU": 0.14210760515853746, + "TN": 223437.43333333332, + "TP": 915.4, + "n_pred": 2063.8333333333335, + "n_ref": 3215.733333333333 + }, + "14": { + "Dice": 0.4983128121084082, + "FN": 389.8, + "FP": 357.1, + "IoU": 0.4330132042270164, + "TN": 224333.23333333334, + "TP": 2721.4666666666667, + "n_pred": 3078.5666666666666, + "n_ref": 3111.266666666667 + }, + "15": { + "Dice": 0.25711036000197673, + "FN": 1820.8333333333333, + "FP": 1321.4333333333334, + "IoU": 0.1838436939171562, + "TN": 223210.96666666667, + "TP": 1448.3666666666666, + "n_pred": 2769.8, + "n_ref": 3269.2 + }, + "2": { + "Dice": 0.3369062200148259, + "FN": 1250.2, + "FP": 944.2, + "IoU": 0.28296608707736143, + "TN": 224503.83333333334, + "TP": 1103.3666666666666, + "n_pred": 2047.5666666666666, + "n_ref": 2353.5666666666666 + }, + "3": { + "Dice": 0.21696815006898404, + "FN": 428.9, + "FP": 1418.7333333333333, + "IoU": 0.18673991335100038, + "TN": 225261.8, + "TP": 692.1666666666666, + "n_pred": 2110.9, + "n_ref": 1121.0666666666666 + }, + "4": { + "Dice": 0.0, + "FN": 90.4, + "FP": 25.6, + "IoU": 0.0, + "TN": 227685.6, + "TP": 0.0, + "n_pred": 25.6, + "n_ref": 90.4 + }, + "5": { + "Dice": 0.13731189933141236, + "FN": 1253.5666666666666, + "FP": 71.9, + "IoU": 0.07959308425669101, + "TN": 226221.13333333333, + "TP": 255.0, + "n_pred": 326.9, + "n_ref": 1508.5666666666666 + }, + "6": { + "Dice": 0.48616798896801705, + "FN": 1080.8, + "FP": 1117.0333333333333, + "IoU": 0.4163694394640789, + "TN": 216072.16666666666, + "TP": 9531.6, + "n_pred": 10648.633333333333, + "n_ref": 10612.4 + }, + "7": { + "Dice": 0.18175633503161842, + "FN": 444.26666666666665, + "FP": 1715.7, + "IoU": 0.1412436841809569, + "TN": 224070.0, + "TP": 1571.6333333333334, + "n_pred": 3287.3333333333335, + "n_ref": 2015.9 + }, + "8": { + "Dice": 0.5853383831205231, + "FN": 389.06666666666666, + "FP": 736.1, + "IoU": 0.5130500731290265, + "TN": 223544.5, + "TP": 3131.9333333333334, + "n_pred": 3868.0333333333333, + "n_ref": 3521.0 + }, + "9": { + "Dice": 0.5254126831074789, + "FN": 1034.4, + "FP": 875.3, + "IoU": 0.41951299590071717, + "TN": 224097.33333333334, + "TP": 1794.5666666666666, + "n_pred": 2669.866666666667, + "n_ref": 2828.9666666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.057291666666666664, + "FN": 1448, + "FP": 0, + "IoU": 0.029490616621983913, + "TN": 173740, + "TP": 44, + "n_pred": 44, + "n_ref": 1492 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 89, + "IoU": 0.0, + "TN": 350375, + "TP": 0, + "n_pred": 89, + "n_ref": 0 + }, + "10": { + "Dice": 0.023486901535682024, + "FN": 809, + "FP": 272, + "IoU": 0.011882998171846435, + "TN": 349370, + "TP": 13, + "n_pred": 285, + "n_ref": 822 + }, + "11": { + "Dice": 0.0, + "FN": 2625, + "FP": 0, + "IoU": 0.0, + "TN": 347839, + "TP": 0, + "n_pred": 0, + "n_ref": 2625 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.17342130065975495, + "FN": 2424, + "FP": 207, + "IoU": 0.09494324045407637, + "TN": 347557, + "TP": 276, + "n_pred": 483, + "n_ref": 2700 + }, + "14": { + "Dice": 0.6919115419569827, + "FN": 4026, + "FP": 1059, + "IoU": 0.5289485873089393, + "TN": 339669, + "TP": 5710, + "n_pred": 6769, + "n_ref": 9736 + }, + "15": { + "Dice": 0.49309426483339525, + "FN": 15220, + "FP": 17518, + "IoU": 0.32722303281888987, + "TN": 301803, + "TP": 15923, + "n_pred": 33441, + "n_ref": 31143 + }, + "2": { + "Dice": 0.9100337268128161, + "FN": 323, + "FP": 1811, + "IoU": 0.8349191614450375, + "TN": 337537, + "TP": 10793, + "n_pred": 12604, + "n_ref": 11116 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6356, + "IoU": 0.0, + "TN": 344108, + "TP": 0, + "n_pred": 6356, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9589887209391544, + "FN": 4773, + "FP": 1641, + "IoU": 0.9212087709600147, + "TN": 269059, + "TP": 74991, + "n_pred": 76632, + "n_ref": 79764 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 34, + "FP": 0, + "IoU": 0.0, + "TN": 350430, + "TP": 0, + "n_pred": 0, + "n_ref": 34 + }, + "9": { + "Dice": 0.6556871950995855, + "FN": 1270, + "FP": 8117, + "IoU": 0.48774897680763984, + "TN": 332139, + "TP": 8938, + "n_pred": 17055, + "n_ref": 10208 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3151, + "IoU": 0.0, + "TN": 172081, + "TP": 0, + "n_pred": 3151, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 175223, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 175230, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 388, + "IoU": 0.0, + "TN": 174844, + "TP": 0, + "n_pred": 388, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9278778517811642, + "FN": 5248, + "FP": 2083, + "IoU": 0.86545908348474, + "TN": 120743, + "TP": 47158, + "n_pred": 49241, + "n_ref": 52406 + }, + "7": { + "Dice": 0.21915747241725175, + "FN": 1263, + "FP": 1851, + "IoU": 0.12306392565474514, + "TN": 171681, + "TP": 437, + "n_pred": 2288, + "n_ref": 1700 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 45, + "IoU": 0.0, + "TN": 175187, + "TP": 0, + "n_pred": 45, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 4506, + "FP": 0, + "IoU": 0.0, + "TN": 170726, + "TP": 0, + "n_pred": 0, + "n_ref": 4506 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 175231, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9031733667490771, + "FN": 2458, + "FP": 401, + "IoU": 0.8234422281232632, + "TN": 159039, + "TP": 13334, + "n_pred": 13735, + "n_ref": 15792 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9501734304543877, + "FN": 3203, + "FP": 2543, + "IoU": 0.9050765698048998, + "TN": 114699, + "TP": 54787, + "n_pred": 57330, + "n_ref": 57990 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.5455815578064966, + "FN": 159, + "FP": 1142, + "IoU": 0.37512007684918347, + "TN": 173150, + "TP": 781, + "n_pred": 1923, + "n_ref": 940 + }, + "9": { + "Dice": 0.8590315026063308, + "FN": 1348, + "FP": 2384, + "IoU": 0.7528967754750712, + "TN": 160129, + "TP": 11371, + "n_pred": 13755, + "n_ref": 12719 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 416, + "IoU": 0.0, + "TN": 174816, + "TP": 0, + "n_pred": 416, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8176569346054625, + "FN": 2573, + "FP": 1880, + "IoU": 0.6915564175382697, + "TN": 160795, + "TP": 9984, + "n_pred": 11864, + "n_ref": 12557 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 175195, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7350553505535056, + "FN": 24, + "FP": 335, + "IoU": 0.5810968494749125, + "TN": 174375, + "TP": 498, + "n_pred": 833, + "n_ref": 522 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 217, + "IoU": 0.0, + "TN": 175015, + "TP": 0, + "n_pred": 217, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.35392829900839057, + "FN": 827, + "FP": 20, + "IoU": 0.21501390176088972, + "TN": 174153, + "TP": 232, + "n_pred": 252, + "n_ref": 1059 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4416, + "IoU": 0.0, + "TN": 170816, + "TP": 0, + "n_pred": 4416, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 8076, + "IoU": 0.0, + "TN": 342388, + "TP": 0, + "n_pred": 8076, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 9085, + "IoU": 0.0, + "TN": 166147, + "TP": 0, + "n_pred": 9085, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 3, + "FP": 0, + "IoU": 0.0, + "TN": 175229, + "TP": 0, + "n_pred": 0, + "n_ref": 3 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.07396870554765292, + "FN": 2604, + "FP": 0, + "IoU": 0.03840472673559823, + "TN": 172524, + "TP": 104, + "n_pred": 104, + "n_ref": 2708 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1776, + "IoU": 0.0, + "TN": 173456, + "TP": 0, + "n_pred": 1776, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9224611257806279, + "FN": 10146, + "FP": 954, + "IoU": 0.8560815278696177, + "TN": 98105, + "TP": 66027, + "n_pred": 66981, + "n_ref": 76173 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.28460883695736283, + "FN": 26817, + "FP": 918, + "IoU": 0.16591483219054493, + "TN": 141980, + "TP": 5517, + "n_pred": 6435, + "n_ref": 32334 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.23880597014925373, + "FN": 14277, + "FP": 4440, + "IoU": 0.13559322033898305, + "TN": 153579, + "TP": 2936, + "n_pred": 7376, + "n_ref": 17213 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 12283, + "IoU": 0.0, + "TN": 162949, + "TP": 0, + "n_pred": 12283, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 315, + "IoU": 0.0, + "TN": 174917, + "TP": 0, + "n_pred": 315, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 175224, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 127, + "IoU": 0.0, + "TN": 175105, + "TP": 0, + "n_pred": 127, + "n_ref": 0 + }, + "6": { + "Dice": 0.7894736842105263, + "FN": 24, + "FP": 0, + "IoU": 0.6521739130434783, + "TN": 175163, + "TP": 45, + "n_pred": 45, + "n_ref": 69 + }, + "7": { + "Dice": 0.0, + "FN": 3046, + "FP": 0, + "IoU": 0.0, + "TN": 172186, + "TP": 0, + "n_pred": 0, + "n_ref": 3046 + }, + "8": { + "Dice": 0.0, + "FN": 112, + "FP": 219, + "IoU": 0.0, + "TN": 174901, + "TP": 0, + "n_pred": 219, + "n_ref": 112 + }, + "9": { + "Dice": 0.8334105009723123, + "FN": 857, + "FP": 942, + "IoU": 0.7143991109699952, + "TN": 168933, + "TP": 4500, + "n_pred": 5442, + "n_ref": 5357 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8941045390689337, + "FN": 2989, + "FP": 1383, + "IoU": 0.8084892023303692, + "TN": 327635, + "TP": 18457, + "n_pred": 19840, + "n_ref": 21446 + }, + "10": { + "Dice": 0.6928891528535176, + "FN": 3569, + "FP": 7807, + "IoU": 0.5300921145028709, + "TN": 326255, + "TP": 12833, + "n_pred": 20640, + "n_ref": 16402 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1393, + "FP": 0, + "IoU": 0.0, + "TN": 349071, + "TP": 0, + "n_pred": 0, + "n_ref": 1393 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 473, + "IoU": 0.0, + "TN": 349991, + "TP": 0, + "n_pred": 473, + "n_ref": 0 + }, + "14": { + "Dice": 0.8893762553607296, + "FN": 4937, + "FP": 5252, + "IoU": 0.8007898801493734, + "TN": 299317, + "TP": 40958, + "n_pred": 46210, + "n_ref": 45895 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 3399, + "IoU": 0.0, + "TN": 347065, + "TP": 0, + "n_pred": 3399, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8886115963730139, + "FN": 1010, + "FP": 329, + "IoU": 0.7995508982035928, + "TN": 343784, + "TP": 5341, + "n_pred": 5670, + "n_ref": 6351 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 350459, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.2045097011012061, + "FN": 255, + "FP": 1262, + "IoU": 0.11390186915887851, + "TN": 348752, + "TP": 195, + "n_pred": 1457, + "n_ref": 450 + }, + "7": { + "Dice": 0.6803671864712854, + "FN": 939, + "FP": 33045, + "IoU": 0.5155731045001639, + "TN": 280311, + "TP": 36169, + "n_pred": 69214, + "n_ref": 37108 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 277, + "FP": 287, + "IoU": 0.0, + "TN": 174668, + "TP": 0, + "n_pred": 287, + "n_ref": 277 + }, + "11": { + "Dice": 0.0, + "FN": 500, + "FP": 0, + "IoU": 0.0, + "TN": 174732, + "TP": 0, + "n_pred": 0, + "n_ref": 500 + }, + "12": { + "Dice": 0.0, + "FN": 455, + "FP": 0, + "IoU": 0.0, + "TN": 174777, + "TP": 0, + "n_pred": 0, + "n_ref": 455 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1651, + "IoU": 0.0, + "TN": 173581, + "TP": 0, + "n_pred": 1651, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 20, + "FP": 0, + "IoU": 0.0, + "TN": 175212, + "TP": 0, + "n_pred": 0, + "n_ref": 20 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.2676977989292088, + "FN": 7423, + "FP": 1194, + "IoU": 0.15453296703296704, + "TN": 165040, + "TP": 1575, + "n_pred": 2769, + "n_ref": 8998 + }, + "6": { + "Dice": 0.7985839322564577, + "FN": 274, + "FP": 11048, + "IoU": 0.6647022240649154, + "TN": 141465, + "TP": 22445, + "n_pred": 33493, + "n_ref": 22719 + }, + "7": { + "Dice": 0.5831782657238556, + "FN": 506, + "FP": 1734, + "IoU": 0.4116101917520357, + "TN": 171425, + "TP": 1567, + "n_pred": 3301, + "n_ref": 2073 + }, + "8": { + "Dice": 0.9321393930996259, + "FN": 1704, + "FP": 2214, + "IoU": 0.8729036234469782, + "TN": 144405, + "TP": 26909, + "n_pred": 29123, + "n_ref": 28613 + }, + "9": { + "Dice": 0.7058823529411765, + "FN": 8654, + "FP": 476, + "IoU": 0.5454545454545454, + "TN": 155146, + "TP": 10956, + "n_pred": 11432, + "n_ref": 19610 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.1220542160468601, + "FN": 3231, + "FP": 3214, + "IoU": 0.06499347163789351, + "TN": 343571, + "TP": 448, + "n_pred": 3662, + "n_ref": 3679 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.024671142404890562, + "FN": 17315, + "FP": 554, + "IoU": 0.012489638021552915, + "TN": 332369, + "TP": 226, + "n_pred": 780, + "n_ref": 17541 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 2687, + "FP": 0, + "IoU": 0.0, + "TN": 347777, + "TP": 0, + "n_pred": 0, + "n_ref": 2687 + }, + "5": { + "Dice": 0.0, + "FN": 12, + "FP": 4, + "IoU": 0.0, + "TN": 350448, + "TP": 0, + "n_pred": 4, + "n_ref": 12 + }, + "6": { + "Dice": 0.0, + "FN": 516, + "FP": 895, + "IoU": 0.0, + "TN": 349053, + "TP": 0, + "n_pred": 895, + "n_ref": 516 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 102, + "IoU": 0.0, + "TN": 350362, + "TP": 0, + "n_pred": 102, + "n_ref": 0 + }, + "8": { + "Dice": 0.5118012422360249, + "FN": 4920, + "FP": 11193, + "IoU": 0.34390651085141904, + "TN": 325905, + "TP": 8446, + "n_pred": 19639, + "n_ref": 13366 + }, + "9": { + "Dice": 0.2796992481203007, + "FN": 6518, + "FP": 3062, + "IoU": 0.16258741258741258, + "TN": 339024, + "TP": 1860, + "n_pred": 4922, + "n_ref": 8378 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.614895139124214, + "FN": 14968, + "FP": 5488, + "IoU": 0.44393399842335607, + "TN": 313677, + "TP": 16331, + "n_pred": 21819, + "n_ref": 31299 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3817899946335937, + "FN": 14415, + "FP": 6321, + "IoU": 0.23593352739599838, + "TN": 323325, + "TP": 6403, + "n_pred": 12724, + "n_ref": 20818 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6833666403309011, + "FN": 6096, + "FP": 717, + "IoU": 0.5190257677373808, + "TN": 336299, + "TP": 7352, + "n_pred": 8069, + "n_ref": 13448 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4926, + "IoU": 0.0, + "TN": 345538, + "TP": 0, + "n_pred": 4926, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 5950, + "FP": 0, + "IoU": 0.0, + "TN": 344514, + "TP": 0, + "n_pred": 0, + "n_ref": 5950 + }, + "8": { + "Dice": 0.732014262742082, + "FN": 297, + "FP": 3536, + "IoU": 0.5773048081164535, + "TN": 341396, + "TP": 5235, + "n_pred": 8771, + "n_ref": 5532 + }, + "9": { + "Dice": 0.5318074501573977, + "FN": 6050, + "FP": 8228, + "IoU": 0.3622191450395319, + "TN": 328077, + "TP": 8109, + "n_pred": 16337, + "n_ref": 14159 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.899147947327653, + "FN": 1290, + "FP": 12, + "IoU": 0.8167745567126372, + "TN": 168126, + "TP": 5804, + "n_pred": 5816, + "n_ref": 7094 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2124, + "IoU": 0.0, + "TN": 173108, + "TP": 0, + "n_pred": 2124, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 3736, + "IoU": 0.0, + "TN": 171496, + "TP": 0, + "n_pred": 3736, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 893, + "IoU": 0.0, + "TN": 174339, + "TP": 0, + "n_pred": 893, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.953581164574156, + "FN": 4279, + "FP": 642, + "IoU": 0.9112805812465069, + "TN": 119765, + "TP": 50546, + "n_pred": 51188, + "n_ref": 54825 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 8486, + "IoU": 0.0, + "TN": 166746, + "TP": 0, + "n_pred": 8486, + "n_ref": 0 + }, + "3": { + "Dice": 0.583323373570774, + "FN": 10363, + "FP": 96, + "IoU": 0.41175478065241844, + "TN": 157452, + "TP": 7321, + "n_pred": 7417, + "n_ref": 17684 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 3353, + "IoU": 0.0, + "TN": 171879, + "TP": 0, + "n_pred": 3353, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 324, + "IoU": 0.0, + "TN": 174908, + "TP": 0, + "n_pred": 324, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 6107, + "IoU": 0.0, + "TN": 344357, + "TP": 0, + "n_pred": 6107, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 97, + "IoU": 0.0, + "TN": 350367, + "TP": 0, + "n_pred": 97, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.2815497983964407, + "FN": 30172, + "FP": 832, + "IoU": 0.16383936999379703, + "TN": 313385, + "TP": 6075, + "n_pred": 6907, + "n_ref": 36247 + }, + "6": { + "Dice": 0.7433574879227053, + "FN": 375, + "FP": 3025, + "IoU": 0.5915425276309466, + "TN": 342140, + "TP": 4924, + "n_pred": 7949, + "n_ref": 5299 + }, + "7": { + "Dice": 0.0, + "FN": 1, + "FP": 570, + "IoU": 0.0, + "TN": 349893, + "TP": 0, + "n_pred": 570, + "n_ref": 1 + }, + "8": { + "Dice": 0.9484032123767828, + "FN": 1725, + "FP": 196, + "IoU": 0.9018696362893339, + "TN": 330888, + "TP": 17655, + "n_pred": 17851, + "n_ref": 19380 + }, + "9": { + "Dice": 0.008713942307692308, + "FN": 5523, + "FP": 1075, + "IoU": 0.0043760374226648555, + "TN": 343837, + "TP": 29, + "n_pred": 1104, + "n_ref": 5552 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 175231, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5679353184776178, + "FN": 4343, + "FP": 39, + "IoU": 0.39658496282015976, + "TN": 167970, + "TP": 2880, + "n_pred": 2919, + "n_ref": 7223 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.06346441015430562, + "FN": 26001, + "FP": 4103, + "IoU": 0.032772137257421924, + "TN": 144108, + "TP": 1020, + "n_pred": 5123, + "n_ref": 27021 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 28526, + "IoU": 0.0, + "TN": 146706, + "TP": 0, + "n_pred": 28526, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 17, + "FP": 158, + "IoU": 0.0, + "TN": 175057, + "TP": 0, + "n_pred": 158, + "n_ref": 17 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.3108728943338438, + "FN": 894, + "FP": 6, + "IoU": 0.1840435176790571, + "TN": 174129, + "TP": 203, + "n_pred": 209, + "n_ref": 1097 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9260764954783042, + "FN": 4812, + "FP": 534, + "IoU": 0.8623300370828183, + "TN": 486864, + "TP": 33486, + "n_pred": 34020, + "n_ref": 38298 + }, + "10": { + "Dice": 0.8219221773336168, + "FN": 2311, + "FP": 1039, + "IoU": 0.697680714736937, + "TN": 514615, + "TP": 7731, + "n_pred": 8770, + "n_ref": 10042 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 368, + "FP": 0, + "IoU": 0.0, + "TN": 525328, + "TP": 0, + "n_pred": 0, + "n_ref": 368 + }, + "13": { + "Dice": 0.0822187807968464, + "FN": 10529, + "FP": 2509, + "IoU": 0.0428718249889884, + "TN": 512074, + "TP": 584, + "n_pred": 3093, + "n_ref": 11113 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 16, + "FP": 104, + "IoU": 0.0, + "TN": 525576, + "TP": 0, + "n_pred": 104, + "n_ref": 16 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2201, + "IoU": 0.0, + "TN": 523495, + "TP": 0, + "n_pred": 2201, + "n_ref": 0 + }, + "7": { + "Dice": 0.8801294307986468, + "FN": 1623, + "FP": 822, + "IoU": 0.7859206724454951, + "TN": 514275, + "TP": 8976, + "n_pred": 9798, + "n_ref": 10599 + }, + "8": { + "Dice": 0.9231932264892652, + "FN": 494, + "FP": 2046, + "IoU": 0.8573434428531311, + "TN": 507891, + "TP": 15265, + "n_pred": 17311, + "n_ref": 15759 + }, + "9": { + "Dice": 0.8544819557625145, + "FN": 812, + "FP": 1938, + "IoU": 0.7459349593495935, + "TN": 514872, + "TP": 8074, + "n_pred": 10012, + "n_ref": 8886 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3556, + "IoU": 0.0, + "TN": 346908, + "TP": 0, + "n_pred": 3556, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9102762632243289, + "FN": 2731, + "FP": 4164, + "IoU": 0.8353275536767691, + "TN": 308593, + "TP": 34976, + "n_pred": 39140, + "n_ref": 37707 + }, + "15": { + "Dice": 0.7090899548651202, + "FN": 3456, + "FP": 18716, + "IoU": 0.5492946294263528, + "TN": 301270, + "TP": 27022, + "n_pred": 45738, + "n_ref": 30478 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 81, + "IoU": 0.0, + "TN": 350383, + "TP": 0, + "n_pred": 81, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8184606956998083, + "FN": 5889, + "FP": 739, + "IoU": 0.6927071259678242, + "TN": 328895, + "TP": 14941, + "n_pred": 15680, + "n_ref": 20830 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 350440, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.45225442393031284, + "FN": 989, + "FP": 19007, + "IoU": 0.29220204594527627, + "TN": 146981, + "TP": 8255, + "n_pred": 27262, + "n_ref": 9244 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1700, + "FP": 0, + "IoU": 0.0, + "TN": 173532, + "TP": 0, + "n_pred": 0, + "n_ref": 1700 + }, + "13": { + "Dice": 0.38374178123132097, + "FN": 3134, + "FP": 10269, + "IoU": 0.23742603550295857, + "TN": 157656, + "TP": 4173, + "n_pred": 14442, + "n_ref": 7307 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 93, + "IoU": 0.0, + "TN": 175139, + "TP": 0, + "n_pred": 93, + "n_ref": 0 + }, + "3": { + "Dice": 0.9147146808150364, + "FN": 1458, + "FP": 53, + "IoU": 0.8428333680049928, + "TN": 165618, + "TP": 8103, + "n_pred": 8156, + "n_ref": 9561 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 175227, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 507, + "IoU": 0.0, + "TN": 174725, + "TP": 0, + "n_pred": 507, + "n_ref": 0 + }, + "8": { + "Dice": 0.9464413722478239, + "FN": 937, + "FP": 632, + "IoU": 0.8983281493001555, + "TN": 159800, + "TP": 13863, + "n_pred": 14495, + "n_ref": 14800 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 175195, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 201, + "IoU": 0.0, + "TN": 175031, + "TP": 0, + "n_pred": 201, + "n_ref": 0 + }, + "15": { + "Dice": 0.026075913644701566, + "FN": 34501, + "FP": 10, + "IoU": 0.013210190718554313, + "TN": 140259, + "TP": 462, + "n_pred": 472, + "n_ref": 34963 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0401.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": NaN, + "FN": 810.2466666666666, + "FP": 403.89111111111106, + "IoU": NaN, + "TN": 218761.52666666664, + "TP": 1984.868888888889, + "n_pred": 2388.76, + "n_ref": 2795.115555555555 + }, + "mean": { + "1": { + "Dice": 0.6504086551690287, + "FN": 995.7, + "FP": 221.76666666666668, + "IoU": 0.5853021512635845, + "TN": 215883.96666666667, + "TP": 4859.1, + "n_pred": 5080.866666666667, + "n_ref": 5854.8 + }, + "10": { + "Dice": 0.2580758517605384, + "FN": 613.6666666666666, + "FP": 1312.6, + "IoU": 0.20176747040335943, + "TN": 218743.33333333334, + "TP": 1290.9333333333334, + "n_pred": 2603.5333333333333, + "n_ref": 1904.6 + }, + "11": { + "Dice": 0.01933167633250483, + "FN": 120.9, + "FP": 0.0, + "IoU": 0.009856378484933821, + "TN": 221837.3, + "TP": 2.3333333333333335, + "n_pred": 2.3333333333333335, + "n_ref": 123.23333333333333 + }, + "12": { + "Dice": 0.0, + "FN": 203.13333333333333, + "FP": 0.0, + "IoU": 0.0, + "TN": 221757.4, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 203.13333333333333 + }, + "13": { + "Dice": 0.16741518021970236, + "FN": 683.6, + "FP": 210.8, + "IoU": 0.10938856105629995, + "TN": 220784.3, + "TP": 281.8333333333333, + "n_pred": 492.6333333333333, + "n_ref": 965.4333333333333 + }, + "14": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 221960.53333333333, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "15": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 221960.53333333333, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.46212551407529723, + "FN": 2574.1, + "FP": 488.56666666666666, + "IoU": 0.38363433137299824, + "TN": 217157.86666666667, + "TP": 1740.0, + "n_pred": 2228.5666666666666, + "n_ref": 4314.1 + }, + "3": { + "Dice": 0.483634418716969, + "FN": 1528.5333333333333, + "FP": 564.0666666666667, + "IoU": 0.4371507677248479, + "TN": 212345.1, + "TP": 7522.833333333333, + "n_pred": 8086.9, + "n_ref": 9051.366666666667 + }, + "4": { + "Dice": 0.27118019743627525, + "FN": 641.3333333333334, + "FP": 18.2, + "IoU": 0.1568585673498956, + "TN": 221178.3, + "TP": 122.7, + "n_pred": 140.9, + "n_ref": 764.0333333333333 + }, + "5": { + "Dice": 0.0, + "FN": 16.666666666666668, + "FP": 0.0, + "IoU": 0.0, + "TN": 221943.86666666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 16.666666666666668 + }, + "6": { + "Dice": 0.43443983894264876, + "FN": 2580.5, + "FP": 1865.0, + "IoU": 0.3871784969541569, + "TN": 206738.9, + "TP": 10776.133333333333, + "n_pred": 12641.133333333333, + "n_ref": 13356.633333333333 + }, + "7": { + "Dice": 0.2716718644765374, + "FN": 1173.0, + "FP": 1097.3, + "IoU": 0.20723283864679407, + "TN": 218057.7, + "TP": 1632.5333333333333, + "n_pred": 2729.8333333333335, + "n_ref": 2805.5333333333333 + }, + "8": { + "Dice": 0.4309859522633546, + "FN": 72.53333333333333, + "FP": 106.6, + "IoU": 0.3764550926008294, + "TN": 221365.96666666667, + "TP": 415.43333333333334, + "n_pred": 522.0333333333333, + "n_ref": 487.96666666666664 + }, + "9": { + "Dice": 0.7024027077505637, + "FN": 950.0333333333333, + "FP": 173.46666666666667, + "IoU": 0.5469269685788104, + "TN": 219707.83333333334, + "TP": 1129.2, + "n_pred": 1302.6666666666667, + "n_ref": 2079.233333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.949781255776696, + "FN": 1816, + "FP": 629, + "IoU": 0.9043651724947196, + "TN": 149666, + "TP": 23121, + "n_pred": 23750, + "n_ref": 24937 + }, + "10": { + "Dice": 0.0, + "FN": 7, + "FP": 0, + "IoU": 0.0, + "TN": 175225, + "TP": 0, + "n_pred": 0, + "n_ref": 7 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 44, + "IoU": 0.0, + "TN": 175188, + "TP": 0, + "n_pred": 44, + "n_ref": 0 + }, + "7": { + "Dice": 0.8607077111883821, + "FN": 410, + "FP": 271, + "IoU": 0.755475763016158, + "TN": 172447, + "TP": 2104, + "n_pred": 2375, + "n_ref": 2514 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6575183018347781, + "FN": 11179, + "FP": 2, + "IoU": 0.4897782239664142, + "TN": 153318, + "TP": 10733, + "n_pred": 10735, + "n_ref": 21912 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 5570, + "IoU": 0.0, + "TN": 169662, + "TP": 0, + "n_pred": 5570, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 58, + "IoU": 0.0, + "TN": 175174, + "TP": 0, + "n_pred": 58, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9399147809063165, + "FN": 4180, + "FP": 4168, + "IoU": 0.8866407756443334, + "TN": 101590, + "TP": 65294, + "n_pred": 69462, + "n_ref": 69474 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4076, + "IoU": 0.0, + "TN": 171156, + "TP": 0, + "n_pred": 4076, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 175227, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9307133703545494, + "FN": 543, + "FP": 268, + "IoU": 0.8704058804729946, + "TN": 168974, + "TP": 5447, + "n_pred": 5715, + "n_ref": 5990 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3017, + "IoU": 0.0, + "TN": 172215, + "TP": 0, + "n_pred": 3017, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 1461, + "FP": 0, + "IoU": 0.0, + "TN": 173771, + "TP": 0, + "n_pred": 0, + "n_ref": 1461 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9529222169455106, + "FN": 4887, + "FP": 1160, + "IoU": 0.9100777729861556, + "TN": 283217, + "TP": 61200, + "n_pred": 62360, + "n_ref": 66087 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 247, + "IoU": 0.0, + "TN": 350217, + "TP": 0, + "n_pred": 247, + "n_ref": 0 + }, + "7": { + "Dice": 0.7597657411261074, + "FN": 15190, + "FP": 972, + "IoU": 0.6125985761883075, + "TN": 308745, + "TP": 25557, + "n_pred": 26529, + "n_ref": 40747 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7608253749089096, + "FN": 1929, + "FP": 10543, + "IoU": 0.6139775294809496, + "TN": 318155, + "TP": 19837, + "n_pred": 30380, + "n_ref": 21766 + }, + "11": { + "Dice": 0.0, + "FN": 146, + "FP": 0, + "IoU": 0.0, + "TN": 350318, + "TP": 0, + "n_pred": 0, + "n_ref": 146 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.44057874048674417, + "FN": 10601, + "FP": 2777, + "IoU": 0.282527083556795, + "TN": 331818, + "TP": 5268, + "n_pred": 8045, + "n_ref": 15869 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9314079422382672, + "FN": 9, + "FP": 29, + "IoU": 0.8716216216216216, + "TN": 350168, + "TP": 258, + "n_pred": 287, + "n_ref": 267 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.7745649614025906, + "FN": 940, + "FP": 783, + "IoU": 0.6320734571855648, + "TN": 345781, + "TP": 2960, + "n_pred": 3743, + "n_ref": 3900 + }, + "9": { + "Dice": 0.6130273660205245, + "FN": 1782, + "FP": 3648, + "IoU": 0.4419895180351454, + "TN": 340733, + "TP": 4301, + "n_pred": 7949, + "n_ref": 6083 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 500, + "FP": 0, + "IoU": 0.0, + "TN": 174732, + "TP": 0, + "n_pred": 0, + "n_ref": 500 + }, + "6": { + "Dice": 0.7984034269982407, + "FN": 13700, + "FP": 24231, + "IoU": 0.6644521505281223, + "TN": 62190, + "TP": 75111, + "n_pred": 99342, + "n_ref": 88811 + }, + "7": { + "Dice": 0.08362026561731431, + "FN": 378, + "FP": 12663, + "IoU": 0.043634496919917866, + "TN": 161596, + "TP": 595, + "n_pred": 13258, + "n_ref": 973 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 641, + "IoU": 0.0, + "TN": 174591, + "TP": 0, + "n_pred": 641, + "n_ref": 0 + }, + "9": { + "Dice": 0.7866943866943867, + "FN": 548, + "FP": 478, + "IoU": 0.6483893077450309, + "TN": 172314, + "TP": 1892, + "n_pred": 2370, + "n_ref": 2440 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 9219, + "IoU": 0.0, + "TN": 166013, + "TP": 0, + "n_pred": 9219, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.04390243902439024, + "FN": 1563, + "FP": 5, + "IoU": 0.022443890274314215, + "TN": 173628, + "TP": 36, + "n_pred": 41, + "n_ref": 1599 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6018516452872281, + "FN": 17722, + "FP": 125, + "IoU": 0.4304633648200153, + "TN": 143896, + "TP": 13489, + "n_pred": 13614, + "n_ref": 31211 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 9394, + "IoU": 0.0, + "TN": 165838, + "TP": 0, + "n_pred": 9394, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.02360655737704918, + "FN": 0, + "FP": 1489, + "IoU": 0.011944260119442602, + "TN": 173725, + "TP": 18, + "n_pred": 1507, + "n_ref": 18 + }, + "9": { + "Dice": 0.7734159779614325, + "FN": 3929, + "FP": 677, + "IoU": 0.6305446378439079, + "TN": 162765, + "TP": 7861, + "n_pred": 8538, + "n_ref": 11790 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9612950340798442, + "FN": 724, + "FP": 548, + "IoU": 0.9254745722990392, + "TN": 158164, + "TP": 15796, + "n_pred": 16344, + "n_ref": 16520 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9570754610844016, + "FN": 3581, + "FP": 2142, + "IoU": 0.9176842862279756, + "TN": 105707, + "TP": 63802, + "n_pred": 65944, + "n_ref": 67383 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 175212, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.00011496234983043054, + "FN": 356, + "FP": 17039, + "IoU": 5.7484479190618535e-05, + "TN": 333068, + "TP": 1, + "n_pred": 17040, + "n_ref": 357 + }, + "11": { + "Dice": 0.03866335266500966, + "FN": 3481, + "FP": 0, + "IoU": 0.019712756969867642, + "TN": 346913, + "TP": 70, + "n_pred": 70, + "n_ref": 3551 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5200099018070798, + "FN": 4405, + "FP": 1412, + "IoU": 0.35136039250669043, + "TN": 341496, + "TP": 3151, + "n_pred": 4563, + "n_ref": 7556 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9325051919083147, + "FN": 3043, + "FP": 467, + "IoU": 0.8735454119681522, + "TN": 322707, + "TP": 24247, + "n_pred": 24714, + "n_ref": 27290 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 120, + "IoU": 0.0, + "TN": 350344, + "TP": 0, + "n_pred": 120, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8137378088912822, + "FN": 1862, + "FP": 10590, + "IoU": 0.6859679209119338, + "TN": 310812, + "TP": 27200, + "n_pred": 37790, + "n_ref": 29062 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 222, + "IoU": 0.0, + "TN": 350242, + "TP": 0, + "n_pred": 222, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6364731003259108, + "FN": 22242, + "FP": 401, + "IoU": 0.46678441069115745, + "TN": 307999, + "TP": 19822, + "n_pred": 20223, + "n_ref": 42064 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5717736492486946, + "FN": 12017, + "FP": 38, + "IoU": 0.40033825797144706, + "TN": 330361, + "TP": 8048, + "n_pred": 8086, + "n_ref": 20065 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8106969300537898, + "FN": 58062, + "FP": 253, + "IoU": 0.6816571406735341, + "TN": 167281, + "TP": 124868, + "n_pred": 125121, + "n_ref": 182930 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 240, + "IoU": 0.0, + "TN": 350224, + "TP": 0, + "n_pred": 240, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5101974486064841, + "FN": 11074, + "FP": 982, + "IoU": 0.3424597763839651, + "TN": 332129, + "TP": 6279, + "n_pred": 7261, + "n_ref": 17353 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 6094, + "FP": 0, + "IoU": 0.0, + "TN": 344370, + "TP": 0, + "n_pred": 0, + "n_ref": 6094 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 590, + "IoU": 0.0, + "TN": 349874, + "TP": 0, + "n_pred": 590, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 8247, + "IoU": 0.0, + "TN": 342217, + "TP": 0, + "n_pred": 8247, + "n_ref": 0 + }, + "3": { + "Dice": 0.011097852028639619, + "FN": 16574, + "FP": 0, + "IoU": 0.005579888402231955, + "TN": 333797, + "TP": 93, + "n_pred": 93, + "n_ref": 16667 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 7808, + "IoU": 0.0, + "TN": 342656, + "TP": 0, + "n_pred": 7808, + "n_ref": 0 + }, + "7": { + "Dice": 0.1864406779661017, + "FN": 0, + "FP": 192, + "IoU": 0.102803738317757, + "TN": 350250, + "TP": 22, + "n_pred": 214, + "n_ref": 22 + }, + "8": { + "Dice": 0.9257722902737787, + "FN": 1236, + "FP": 285, + "IoU": 0.8618026530983101, + "TN": 339458, + "TP": 9485, + "n_pred": 9770, + "n_ref": 10721 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8141255769653455, + "FN": 2458, + "FP": 79, + "IoU": 0.6865192141356729, + "TN": 342371, + "TP": 5556, + "n_pred": 5635, + "n_ref": 8014 + }, + "10": { + "Dice": 0.0, + "FN": 16, + "FP": 0, + "IoU": 0.0, + "TN": 350448, + "TP": 0, + "n_pred": 0, + "n_ref": 16 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 3939, + "FP": 1344, + "IoU": 0.0, + "TN": 345181, + "TP": 0, + "n_pred": 1344, + "n_ref": 3939 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 89, + "IoU": 0.0, + "TN": 350375, + "TP": 0, + "n_pred": 89, + "n_ref": 0 + }, + "3": { + "Dice": 0.9351726559998347, + "FN": 11534, + "FP": 1018, + "IoU": 0.8782387691949518, + "TN": 247377, + "TP": 90535, + "n_pred": 91553, + "n_ref": 102069 + }, + "4": { + "Dice": 0.27118019743627525, + "FN": 19240, + "FP": 546, + "IoU": 0.1568585673498956, + "TN": 326997, + "TP": 3681, + "n_pred": 4227, + "n_ref": 22921 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9720529929407214, + "FN": 2076, + "FP": 1681, + "IoU": 0.9456255879586077, + "TN": 281369, + "TP": 65338, + "n_pred": 67019, + "n_ref": 67414 + }, + "7": { + "Dice": 0.4686360779384035, + "FN": 2582, + "FP": 10099, + "IoU": 0.30602528320472827, + "TN": 332191, + "TP": 5592, + "n_pred": 15691, + "n_ref": 8174 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8676268557500554, + "FN": 8807, + "FP": 154, + "IoU": 0.766202254226675, + "TN": 312136, + "TP": 29367, + "n_pred": 29521, + "n_ref": 38174 + }, + "10": { + "Dice": 0.7934690282190833, + "FN": 5028, + "FP": 1537, + "IoU": 0.6576449728827701, + "TN": 331288, + "TP": 12611, + "n_pred": 14148, + "n_ref": 17639 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 196, + "IoU": 0.0, + "TN": 350268, + "TP": 0, + "n_pred": 196, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.1973401698445762, + "FN": 44432, + "FP": 5662, + "IoU": 0.10947166322975183, + "TN": 294212, + "TP": 6158, + "n_pred": 11820, + "n_ref": 50590 + }, + "3": { + "Dice": 0.5421801809995908, + "FN": 9987, + "FP": 80, + "IoU": 0.3719116546044422, + "TN": 334436, + "TP": 5961, + "n_pred": 6041, + "n_ref": 15948 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8876735380732015, + "FN": 1172, + "FP": 5236, + "IoU": 0.7980332829046899, + "TN": 318736, + "TP": 25320, + "n_pred": 30556, + "n_ref": 26492 + }, + "7": { + "Dice": 0.6292200354056025, + "FN": 15169, + "FP": 2634, + "IoU": 0.45902336746786593, + "TN": 317555, + "TP": 15106, + "n_pred": 17740, + "n_ref": 30275 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0400.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 175230, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2609, + "IoU": 0.0, + "TN": 172623, + "TP": 0, + "n_pred": 2609, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678344/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": NaN, + "FN": 984.308, + "FP": 592.7835555555555, + "IoU": NaN, + "TN": 230110.0488888889, + "TP": 1955.526222222222, + "n_pred": 2548.3097777777775, + "n_ref": 2939.8342222222223 + }, + "mean": { + "1": { + "Dice": 0.45390193666770634, + "FN": 1202.8066666666668, + "FP": 611.3733333333333, + "IoU": 0.40640411025305256, + "TN": 228186.6, + "TP": 3641.8866666666668, + "n_pred": 4253.26, + "n_ref": 4844.693333333334 + }, + "10": { + "Dice": 0.21932562554621163, + "FN": 1259.06, + "FP": 833.0666666666668, + "IoU": 0.16281879113443812, + "TN": 230552.11999999997, + "TP": 998.4200000000001, + "n_pred": 1831.4866666666665, + "n_ref": 2257.4800000000005 + }, + "11": { + "Dice": 0.017252162038154512, + "FN": 210.53333333333336, + "FP": 4.993333333333333, + "IoU": 0.01000910075608842, + "TN": 233424.40666666665, + "TP": 2.7333333333333334, + "n_pred": 7.726666666666667, + "n_ref": 213.2666666666667 + }, + "12": { + "Dice": 0.0, + "FN": 105.76666666666665, + "FP": 0.9266666666666667, + "IoU": 0.0, + "TN": 233535.97333333333, + "TP": 0.0, + "n_pred": 0.9266666666666667, + "n_ref": 105.76666666666665 + }, + "13": { + "Dice": 0.2578379122724689, + "FN": 1199.0, + "FP": 535.6066666666668, + "IoU": 0.18209744390278831, + "TN": 231310.56, + "TP": 597.5, + "n_pred": 1133.1066666666666, + "n_ref": 1796.5 + }, + "14": { + "Dice": NaN, + "FN": 597.9399999999999, + "FP": 443.66666666666663, + "IoU": NaN, + "TN": 230926.7, + "TP": 1674.36, + "n_pred": 2118.0266666666666, + "n_ref": 2272.3 + }, + "15": { + "Dice": NaN, + "FN": 937.7466666666666, + "FP": 428.3533333333333, + "IoU": NaN, + "TN": 231803.62666666665, + "TP": 472.93999999999994, + "n_pred": 901.2933333333334, + "n_ref": 1410.6866666666667 + }, + "2": { + "Dice": 0.4520232685357737, + "FN": 1209.3799999999999, + "FP": 731.6333333333334, + "IoU": 0.38482881177908623, + "TN": 229795.03999999998, + "TP": 1906.6133333333335, + "n_pred": 2638.246666666667, + "n_ref": 3115.993333333333 + }, + "3": { + "Dice": 0.2739846699937345, + "FN": 877.9333333333332, + "FP": 736.3199999999999, + "IoU": 0.2434291303799488, + "TN": 229072.81333333332, + "TP": 2955.6, + "n_pred": 3691.9199999999996, + "n_ref": 3833.533333333333 + }, + "4": { + "Dice": 0.07786392206604867, + "FN": 570.9333333333334, + "FP": 141.8, + "IoU": 0.04743633874498728, + "TN": 232863.94666666668, + "TP": 65.98666666666666, + "n_pred": 207.7866666666667, + "n_ref": 636.92 + }, + "5": { + "Dice": 0.19861885552217942, + "FN": 450.85999999999996, + "FP": 96.81333333333332, + "IoU": 0.14342815978628326, + "TN": 232929.65333333332, + "TP": 165.34, + "n_pred": 262.1533333333333, + "n_ref": 616.1999999999999 + }, + "6": { + "Dice": 0.500296439191165, + "FN": 1909.1666666666665, + "FP": 2522.2799999999997, + "IoU": 0.4401275664274576, + "TN": 217266.7, + "TP": 11944.52, + "n_pred": 14466.8, + "n_ref": 13853.686666666666 + }, + "7": { + "Dice": 0.22281502756578803, + "FN": 3002.6466666666665, + "FP": 1028.8933333333334, + "IoU": 0.1670321356747639, + "TN": 228194.2, + "TP": 1416.9266666666667, + "n_pred": 2445.82, + "n_ref": 4419.573333333334 + }, + "8": { + "Dice": 0.5929796650099801, + "FN": 540.5466666666667, + "FP": 264.22666666666663, + "IoU": 0.5177687858568418, + "TN": 230932.2, + "TP": 1905.6933333333332, + "n_pred": 2169.9199999999996, + "n_ref": 2446.2400000000002 + }, + "9": { + "Dice": 0.5605526808800546, + "FN": 690.3000000000001, + "FP": 511.80000000000007, + "IoU": 0.4540285760943651, + "TN": 230856.1933333333, + "TP": 1584.3733333333334, + "n_pred": 2096.173333333333, + "n_ref": 2274.673333333333 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/loop_001/summary.json b/nnActive_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/loop_001/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..25947e72a276850e65791109d8bc758b89a2e8f6 --- /dev/null +++ b/nnActive_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/loop_001/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.6451302311112962, + "FN": 33028.708, + "FP": 32121.373333333337, + "IoU": 0.5374425154086379, + "TN": 96238248.93600002, + "TP": 153561.82266666665, + "n_pred": 185683.196, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.8568789690704323, + "FN": 23436.52, + "FP": 26145.04, + "IoU": 0.7773116580998571, + "TN": 96236527.66, + "TP": 170851.62, + "n_pred": 196996.66, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.635647017204428, + "FN": 22831.24, + "FP": 32768.44, + "IoU": 0.4893995904351999, + "TN": 96349969.84, + "TP": 51391.32, + "n_pred": 84159.76, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.35127278083766506, + "FN": 2807.0, + "FP": 69.88, + "IoU": 0.228816497570734, + "TN": 96453190.58, + "TP": 893.38, + "n_pred": 963.26, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.0069007219629476915, + "FN": 4221.32, + "FP": 0.08, + "IoU": 0.003532144674132221, + "TN": 96452724.1, + "TP": 15.34, + "n_pred": 15.42, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.4661715478572041, + "FN": 35020.92, + "FP": 13051.44, + "IoU": 0.32276481312468386, + "TN": 96386051.26, + "TP": 22837.22, + "n_pred": 35888.66, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.721720206640065, + "FN": 43134.66, + "FP": 30019.56, + "IoU": 0.6128091979128252, + "TN": 96288583.14, + "TP": 95223.48, + "n_pred": 125243.04, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.642707321928129, + "FN": 19713.48, + "FP": 16631.0, + "IoU": 0.5084487691877391, + "TN": 96386282.8, + "TP": 34333.56, + "n_pred": 50964.56, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.8363301720160194, + "FN": 28473.18, + "FP": 22565.68, + "IoU": 0.7280021060273016, + "TN": 96277553.46, + "TP": 128368.52, + "n_pred": 150934.2, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.8434591224299255, + "FN": 21207.68, + "FP": 30130.08, + "IoU": 0.7413705983928558, + "TN": 96263428.18, + "TP": 142194.9, + "n_pred": 172324.98, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.5272706331466336, + "FN": 13166.72, + "FP": 5179.66, + "IoU": 0.41078624018620696, + "TN": 96425203.68, + "TP": 13410.78, + "n_pred": 18590.44, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.5315858314371887, + "FN": 10299.96, + "FP": 2284.62, + "IoU": 0.39274697846169154, + "TN": 96437524.06, + "TP": 6852.2, + "n_pred": 9136.82, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.900043976196759, + "FN": 110786.98, + "FP": 187854.36, + "IoU": 0.828428280267624, + "TN": 94909882.86, + "TP": 1248436.64, + "n_pred": 1436291.0, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.6644268244772025, + "FN": 116195.12, + "FP": 96199.36, + "IoU": 0.5340342379826093, + "TN": 96021836.82, + "TP": 222729.54, + "n_pred": 318928.9, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.8714114265638223, + "FN": 28466.5, + "FP": 8863.56, + "IoU": 0.7800250587301101, + "TN": 96315728.1, + "TP": 103902.68, + "n_pred": 112766.24, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.8211269149010227, + "FN": 15669.34, + "FP": 10057.84, + "IoU": 0.7031615600759967, + "TN": 96369247.5, + "TP": 61986.16, + "n_pred": 72044.0, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.8381276125727235, + "FN": 4669, + "FP": 29331, + "IoU": 0.7213594381295023, + "TN": 119471299, + "TP": 88021, + "n_pred": 117352, + "n_ref": 92690 + }, + "10": { + "Dice": 0.7364436640191644, + "FN": 12006, + "FP": 33322, + "IoU": 0.5828340557902391, + "TN": 119484663, + "TP": 63329, + "n_pred": 96651, + "n_ref": 75335 + }, + "11": { + "Dice": 0.35082042985902473, + "FN": 2787, + "FP": 22, + "IoU": 0.21272421524663676, + "TN": 119589752, + "TP": 759, + "n_pred": 781, + "n_ref": 3546 + }, + "12": { + "Dice": 0.0, + "FN": 4465, + "FP": 0, + "IoU": 0.0, + "TN": 119588855, + "TP": 0, + "n_pred": 0, + "n_ref": 4465 + }, + "13": { + "Dice": 0.40884694656887877, + "FN": 33218, + "FP": 23285, + "IoU": 0.256950106520081, + "TN": 119517278, + "TP": 19539, + "n_pred": 42824, + "n_ref": 52757 + }, + "14": { + "Dice": 0.4723752325304438, + "FN": 169147, + "FP": 5854, + "IoU": 0.30922203055984276, + "TN": 119339981, + "TP": 78338, + "n_pred": 84192, + "n_ref": 247485 + }, + "15": { + "Dice": 0.0, + "FN": 32863, + "FP": 125750, + "IoU": 0.0, + "TN": 119434707, + "TP": 0, + "n_pred": 125750, + "n_ref": 32863 + }, + "2": { + "Dice": 0.931641087832281, + "FN": 7128, + "FP": 12488, + "IoU": 0.8720300614537532, + "TN": 119440034, + "TP": 133670, + "n_pred": 146158, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9361515163941629, + "FN": 10576, + "FP": 11222, + "IoU": 0.8799669603524229, + "TN": 119411720, + "TP": 159802, + "n_pred": 171024, + "n_ref": 170378 + }, + "4": { + "Dice": 0.6306150596204543, + "FN": 41583, + "FP": 733, + "IoU": 0.46050970842842026, + "TN": 119514883, + "TP": 36121, + "n_pred": 36854, + "n_ref": 77704 + }, + "5": { + "Dice": 0.02120004962300302, + "FN": 63495, + "FP": 7514, + "IoU": 0.010713589122015102, + "TN": 119521542, + "TP": 769, + "n_pred": 8283, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9574621703761302, + "FN": 44794, + "FP": 56247, + "IoU": 0.9183956142114925, + "TN": 118355139, + "TP": 1137140, + "n_pred": 1193387, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 178716, + "IoU": 0.0, + "TN": 119414604, + "TP": 0, + "n_pred": 178716, + "n_ref": 0 + }, + "8": { + "Dice": 0.7076450829674547, + "FN": 117754, + "FP": 21680, + "IoU": 0.5475624951327778, + "TN": 119285136, + "TP": 168750, + "n_pred": 190430, + "n_ref": 286504 + }, + "9": { + "Dice": 0.7937699296071236, + "FN": 23761, + "FP": 3661, + "IoU": 0.6580584824490305, + "TN": 119513125, + "TP": 52773, + "n_pred": 56434, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8954674497281702, + "FN": 14134, + "FP": 26590, + "IoU": 0.8107207429131827, + "TN": 72610507, + "TP": 174429, + "n_pred": 201019, + "n_ref": 188563 + }, + "10": { + "Dice": 0.5771825671743602, + "FN": 14298, + "FP": 65042, + "IoU": 0.40566172009019197, + "TN": 72692167, + "TP": 54153, + "n_pred": 119195, + "n_ref": 68451 + }, + "11": { + "Dice": 0.5723723723723724, + "FN": 1294, + "FP": 130, + "IoU": 0.40092553639040807, + "TN": 72823283, + "TP": 953, + "n_pred": 1083, + "n_ref": 2247 + }, + "12": { + "Dice": 0.0, + "FN": 2874, + "FP": 2, + "IoU": 0.0, + "TN": 72822784, + "TP": 0, + "n_pred": 2, + "n_ref": 2874 + }, + "13": { + "Dice": 0.4882106085619589, + "FN": 30813, + "FP": 9798, + "IoU": 0.32293559627215285, + "TN": 72765679, + "TP": 19370, + "n_pred": 29168, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8776726029494311, + "FN": 8089, + "FP": 11089, + "IoU": 0.7820112074746809, + "TN": 72737683, + "TP": 68799, + "n_pred": 79888, + "n_ref": 76888 + }, + "15": { + "Dice": 0.6384959453071021, + "FN": 16144, + "FP": 13679, + "IoU": 0.4689636752136752, + "TN": 72769500, + "TP": 26337, + "n_pred": 40016, + "n_ref": 42481 + }, + "2": { + "Dice": 0.9087329761827923, + "FN": 9132, + "FP": 16320, + "IoU": 0.8327320044951795, + "TN": 72673497, + "TP": 126711, + "n_pred": 143031, + "n_ref": 135843 + }, + "3": { + "Dice": 0.9520040995133754, + "FN": 3604, + "FP": 8853, + "IoU": 0.9084044117647059, + "TN": 72689660, + "TP": 123543, + "n_pred": 132396, + "n_ref": 127147 + }, + "4": { + "Dice": 0.696207093942799, + "FN": 10591, + "FP": 3738, + "IoU": 0.5339859503057109, + "TN": 72794912, + "TP": 16419, + "n_pred": 20157, + "n_ref": 27010 + }, + "5": { + "Dice": 0.4945814489290895, + "FN": 5741, + "FP": 182, + "IoU": 0.3285341797982088, + "TN": 72816839, + "TP": 2898, + "n_pred": 3080, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9290054370487187, + "FN": 82636, + "FP": 89332, + "IoU": 0.8674231122973297, + "TN": 71528541, + "TP": 1125151, + "n_pred": 1214483, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.7404240455482204, + "FN": 79899, + "FP": 31572, + "IoU": 0.5878359641046689, + "TN": 72555207, + "TP": 158982, + "n_pred": 190554, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9216974779888687, + "FN": 4124, + "FP": 5063, + "IoU": 0.8547670613528937, + "TN": 72762403, + "TP": 54070, + "n_pred": 59133, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8222460484902985, + "FN": 18551, + "FP": 7146, + "IoU": 0.6981475608180334, + "TN": 72740529, + "TP": 59434, + "n_pred": 66580, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9383226870291945, + "FN": 14215, + "FP": 18102, + "IoU": 0.8838115645549232, + "TN": 71531345, + "TP": 245826, + "n_pred": 263928, + "n_ref": 260041 + }, + "10": { + "Dice": 0.7854790309595258, + "FN": 18594, + "FP": 22440, + "IoU": 0.6467397854646257, + "TN": 71693330, + "TP": 75124, + "n_pred": 97564, + "n_ref": 93718 + }, + "11": { + "Dice": 0.31806060606060604, + "FN": 2713, + "FP": 100, + "IoU": 0.18910348803689825, + "TN": 71806019, + "TP": 656, + "n_pred": 756, + "n_ref": 3369 + }, + "12": { + "Dice": 0.0, + "FN": 6509, + "FP": 0, + "IoU": 0.0, + "TN": 71802979, + "TP": 0, + "n_pred": 0, + "n_ref": 6509 + }, + "13": { + "Dice": 0.6045778049405595, + "FN": 33235, + "FP": 6879, + "IoU": 0.43325798248092684, + "TN": 71738708, + "TP": 30666, + "n_pred": 37545, + "n_ref": 63901 + }, + "14": { + "Dice": 0.6638126525968631, + "FN": 262524, + "FP": 472, + "IoU": 0.4967960921699898, + "TN": 71286845, + "TP": 259647, + "n_pred": 260119, + "n_ref": 522171 + }, + "15": { + "Dice": 0.5504583639931322, + "FN": 108848, + "FP": 8450, + "IoU": 0.37974650076938127, + "TN": 71620375, + "TP": 71815, + "n_pred": 80265, + "n_ref": 180663 + }, + "2": { + "Dice": 0.8495505204991309, + "FN": 10505, + "FP": 37795, + "IoU": 0.7384509582008891, + "TN": 71624819, + "TP": 136369, + "n_pred": 174164, + "n_ref": 146874 + }, + "3": { + "Dice": 0.8974553999670786, + "FN": 26884, + "FP": 9248, + "IoU": 0.8139855747697472, + "TN": 71615245, + "TP": 158111, + "n_pred": 167359, + "n_ref": 184995 + }, + "4": { + "Dice": 0.6528349023550559, + "FN": 3261, + "FP": 8134, + "IoU": 0.48459903206838845, + "TN": 71787379, + "TP": 10714, + "n_pred": 18848, + "n_ref": 13975 + }, + "5": { + "Dice": 0.786107324953304, + "FN": 2557, + "FP": 1680, + "IoU": 0.6475921151127007, + "TN": 71797465, + "TP": 7786, + "n_pred": 9466, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9439954889045218, + "FN": 47875, + "FP": 94548, + "IoU": 0.8939313033097175, + "TN": 70466745, + "TP": 1200320, + "n_pred": 1294868, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.9092936132186525, + "FN": 23491, + "FP": 18735, + "IoU": 0.8336740521910389, + "TN": 71555613, + "TP": 211649, + "n_pred": 230384, + "n_ref": 235140 + }, + "8": { + "Dice": 0.919527386084428, + "FN": 8819, + "FP": 3856, + "IoU": 0.8510418258100152, + "TN": 71724397, + "TP": 72416, + "n_pred": 76272, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8465501553877605, + "FN": 16515, + "FP": 9457, + "IoU": 0.7339288824234477, + "TN": 71711875, + "TP": 71641, + "n_pred": 81098, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9620050877307417, + "FN": 7715, + "FP": 8595, + "IoU": 0.9267917177239451, + "TN": 135222721, + "TP": 206479, + "n_pred": 215074, + "n_ref": 214194 + }, + "10": { + "Dice": 0.7670192755698977, + "FN": 18463, + "FP": 22040, + "IoU": 0.6220853743876837, + "TN": 135338335, + "TP": 66672, + "n_pred": 88712, + "n_ref": 85135 + }, + "11": { + "Dice": 0.09151725983409152, + "FN": 3376, + "FP": 19, + "IoU": 0.04795288839035334, + "TN": 135441944, + "TP": 171, + "n_pred": 190, + "n_ref": 3547 + }, + "12": { + "Dice": 0.0, + "FN": 5508, + "FP": 0, + "IoU": 0.0, + "TN": 135440002, + "TP": 0, + "n_pred": 0, + "n_ref": 5508 + }, + "13": { + "Dice": 0.6664198445020363, + "FN": 13573, + "FP": 13457, + "IoU": 0.4997223764575236, + "TN": 135391480, + "TP": 27000, + "n_pred": 40457, + "n_ref": 40573 + }, + "14": { + "Dice": 0.9033008230916676, + "FN": 14833, + "FP": 12611, + "IoU": 0.8236541451942477, + "TN": 135289884, + "TP": 128182, + "n_pred": 140793, + "n_ref": 143015 + }, + "15": { + "Dice": 0.6105354515722737, + "FN": 22457, + "FP": 14340, + "IoU": 0.43940340346440376, + "TN": 135379871, + "TP": 28842, + "n_pred": 43182, + "n_ref": 51299 + }, + "2": { + "Dice": 0.8688169913607446, + "FN": 34051, + "FP": 18943, + "IoU": 0.7680605036720617, + "TN": 135217028, + "TP": 175488, + "n_pred": 194431, + "n_ref": 209539 + }, + "3": { + "Dice": 0.8559676666212379, + "FN": 35305, + "FP": 29162, + "IoU": 0.7482023380346604, + "TN": 135189483, + "TP": 191560, + "n_pred": 220722, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8577628505480228, + "FN": 5811, + "FP": 4480, + "IoU": 0.7509498802061906, + "TN": 135404189, + "TP": 31030, + "n_pred": 35510, + "n_ref": 36841 + }, + "5": { + "Dice": 0.4965537397403736, + "FN": 17850, + "FP": 2821, + "IoU": 0.33027701279766725, + "TN": 135414645, + "TP": 10194, + "n_pred": 13015, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9612841355292986, + "FN": 55047, + "FP": 74424, + "IoU": 0.9254543695827159, + "TN": 133708708, + "TP": 1607331, + "n_pred": 1681755, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.6815978714893063, + "FN": 52436, + "FP": 84468, + "IoU": 0.516987842138316, + "TN": 135162072, + "TP": 146534, + "n_pred": 231002, + "n_ref": 198970 + }, + "8": { + "Dice": 0.7033266674955063, + "FN": 122744, + "FP": 18045, + "IoU": 0.5424085233071367, + "TN": 135137836, + "TP": 166885, + "n_pred": 184930, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8182820134075673, + "FN": 26017, + "FP": 5969, + "IoU": 0.692451179292905, + "TN": 135341507, + "TP": 72017, + "n_pred": 77986, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8041469737371938, + "FN": 39537, + "FP": 66008, + "IoU": 0.6724463258250523, + "TN": 105431783, + "TP": 216677, + "n_pred": 282685, + "n_ref": 256214 + }, + "10": { + "Dice": 0.2162570018159961, + "FN": 43575, + "FP": 78993, + "IoU": 0.12123775792598115, + "TN": 105614527, + "TP": 16910, + "n_pred": 95903, + "n_ref": 60485 + }, + "11": { + "Dice": 0.5486775464265616, + "FN": 1494, + "FP": 110, + "IoU": 0.3780535091120589, + "TN": 105751426, + "TP": 975, + "n_pred": 1085, + "n_ref": 2469 + }, + "12": { + "Dice": 0.0, + "FN": 4404, + "FP": 0, + "IoU": 0.0, + "TN": 105749601, + "TP": 0, + "n_pred": 0, + "n_ref": 4404 + }, + "13": { + "Dice": 0.29939437662559565, + "FN": 65132, + "FP": 8674, + "IoU": 0.17605162096990265, + "TN": 105664429, + "TP": 15770, + "n_pred": 24444, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9305920108816934, + "FN": 21758, + "FP": 4368, + "IoU": 0.8701936214717617, + "TN": 105552736, + "TP": 175143, + "n_pred": 179511, + "n_ref": 196901 + }, + "15": { + "Dice": 0.8031117504542702, + "FN": 6717, + "FP": 3685, + "IoU": 0.6709997786001202, + "TN": 105722388, + "TP": 21215, + "n_pred": 24900, + "n_ref": 27932 + }, + "2": { + "Dice": 0.9000436342972341, + "FN": 19846, + "FP": 9705, + "IoU": 0.8182539438482118, + "TN": 105591410, + "TP": 133044, + "n_pred": 142749, + "n_ref": 152890 + }, + "3": { + "Dice": 0.8578523443835971, + "FN": 9093, + "FP": 44716, + "IoU": 0.7510870771963585, + "TN": 105537829, + "TP": 162367, + "n_pred": 207083, + "n_ref": 171460 + }, + "4": { + "Dice": 0.5778870264461381, + "FN": 17462, + "FP": 16711, + "IoU": 0.4063580300529836, + "TN": 105696440, + "TP": 23392, + "n_pred": 40103, + "n_ref": 40854 + }, + "5": { + "Dice": 0.5304931697152119, + "FN": 6637, + "FP": 3502, + "IoU": 0.3610008193105187, + "TN": 105738138, + "TP": 5728, + "n_pred": 9230, + "n_ref": 12365 + }, + "6": { + "Dice": 0.8842834469085342, + "FN": 123400, + "FP": 246461, + "IoU": 0.7925699806625001, + "TN": 103970941, + "TP": 1413203, + "n_pred": 1659664, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.7992429202744065, + "FN": 39508, + "FP": 75471, + "IoU": 0.6656158300203866, + "TN": 105410152, + "TP": 228874, + "n_pred": 304345, + "n_ref": 268382 + }, + "8": { + "Dice": 0.8762933166985739, + "FN": 7192, + "FP": 15812, + "IoU": 0.7798238897396631, + "TN": 105649525, + "TP": 81476, + "n_pred": 97288, + "n_ref": 88668 + }, + "9": { + "Dice": 0.8149356920679113, + "FN": 13631, + "FP": 14154, + "IoU": 0.6876721259877924, + "TN": 105665044, + "TP": 61176, + "n_pred": 75330, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.92116750276891, + "FN": 12890, + "FP": 28250, + "IoU": 0.8538559091732593, + "TN": 96856377, + "TP": 240363, + "n_pred": 268613, + "n_ref": 253253 + }, + "10": { + "Dice": 0.7397780493912991, + "FN": 13615, + "FP": 56004, + "IoU": 0.5870220313445408, + "TN": 96969302, + "TP": 98959, + "n_pred": 154963, + "n_ref": 112574 + }, + "11": { + "Dice": 0.47222808870116156, + "FN": 2443, + "FP": 56, + "IoU": 0.30909593585844625, + "TN": 97134263, + "TP": 1118, + "n_pred": 1174, + "n_ref": 3561 + }, + "12": { + "Dice": 0.0, + "FN": 4518, + "FP": 0, + "IoU": 0.0, + "TN": 97133362, + "TP": 0, + "n_pred": 0, + "n_ref": 4518 + }, + "13": { + "Dice": 0.6236613353500836, + "FN": 16499, + "FP": 23808, + "IoU": 0.4531307238314904, + "TN": 97064175, + "TP": 33398, + "n_pred": 57206, + "n_ref": 49897 + }, + "14": { + "Dice": 0.8918542623524808, + "FN": 47954, + "FP": 4554, + "IoU": 0.8048167601544872, + "TN": 96868861, + "TP": 216511, + "n_pred": 221065, + "n_ref": 264465 + }, + "15": { + "Dice": 0.5898636974467268, + "FN": 7009, + "FP": 14355, + "IoU": 0.41830261115800366, + "TN": 97101153, + "TP": 15363, + "n_pred": 29718, + "n_ref": 22372 + }, + "2": { + "Dice": 0.8084180696782797, + "FN": 41009, + "FP": 4963, + "IoU": 0.6784410279367122, + "TN": 96994914, + "TP": 96994, + "n_pred": 101957, + "n_ref": 138003 + }, + "3": { + "Dice": 0.7987172640749907, + "FN": 11140, + "FP": 63113, + "IoU": 0.6648869913709066, + "TN": 96916304, + "TP": 147323, + "n_pred": 210436, + "n_ref": 158463 + }, + "4": { + "Dice": 0.7372678683209476, + "FN": 4529, + "FP": 11840, + "IoU": 0.5838671954443767, + "TN": 97098544, + "TP": 22967, + "n_pred": 34807, + "n_ref": 27496 + }, + "5": { + "Dice": 0.6780609073958981, + "FN": 5905, + "FP": 2383, + "IoU": 0.5129290079924776, + "TN": 97120864, + "TP": 8728, + "n_pred": 11111, + "n_ref": 14633 + }, + "6": { + "Dice": 0.8691592542247669, + "FN": 62628, + "FP": 370231, + "IoU": 0.7685956289352894, + "TN": 95267306, + "TP": 1437715, + "n_pred": 1807946, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.9045776733735063, + "FN": 32832, + "FP": 13882, + "IoU": 0.8257798397804067, + "TN": 96869748, + "TP": 221418, + "n_pred": 235300, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9270997795876257, + "FN": 9441, + "FP": 9213, + "IoU": 0.864106243944372, + "TN": 97000611, + "TP": 118615, + "n_pred": 127828, + "n_ref": 128056 + }, + "9": { + "Dice": 0.8109150478549132, + "FN": 5713, + "FP": 23605, + "IoU": 0.6819656126267831, + "TN": 97045695, + "TP": 62867, + "n_pred": 86472, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9540528629383115, + "FN": 4655, + "FP": 11609, + "IoU": 0.9121425253081819, + "TN": 130581674, + "TP": 168854, + "n_pred": 180463, + "n_ref": 173509 + }, + "10": { + "Dice": 0.7361051926706033, + "FN": 16788, + "FP": 26562, + "IoU": 0.5824101724304017, + "TN": 130662982, + "TP": 60460, + "n_pred": 87022, + "n_ref": 77248 + }, + "11": { + "Dice": 0.3419983753046304, + "FN": 3207, + "FP": 33, + "IoU": 0.20627143557079863, + "TN": 130762710, + "TP": 842, + "n_pred": 875, + "n_ref": 4049 + }, + "12": { + "Dice": 0.024339566636984267, + "FN": 3287, + "FP": 0, + "IoU": 0.012319711538461538, + "TN": 130763464, + "TP": 41, + "n_pred": 41, + "n_ref": 3328 + }, + "13": { + "Dice": 0.44783424852195575, + "FN": 35840, + "FP": 27108, + "IoU": 0.28852218140717717, + "TN": 130678317, + "TP": 25527, + "n_pred": 52635, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9436475735121372, + "FN": 10811, + "FP": 6939, + "IoU": 0.893307526778308, + "TN": 130600426, + "TP": 148616, + "n_pred": 155555, + "n_ref": 159427 + }, + "15": { + "Dice": 0.6651707104233868, + "FN": 7447, + "FP": 14040, + "IoU": 0.49831893532570626, + "TN": 130723962, + "TP": 21343, + "n_pred": 35383, + "n_ref": 28790 + }, + "2": { + "Dice": 0.844363295450448, + "FN": 37539, + "FP": 9940, + "IoU": 0.7306476958773707, + "TN": 130590521, + "TP": 128792, + "n_pred": 138732, + "n_ref": 166331 + }, + "3": { + "Dice": 0.8669070869080749, + "FN": 8117, + "FP": 40377, + "IoU": 0.7650803185614354, + "TN": 130560364, + "TP": 157934, + "n_pred": 198311, + "n_ref": 166051 + }, + "4": { + "Dice": 0.6992863140218304, + "FN": 13279, + "FP": 1047, + "IoU": 0.5376174030920182, + "TN": 130735809, + "TP": 16657, + "n_pred": 17704, + "n_ref": 29936 + }, + "5": { + "Dice": 0.5439567096070751, + "FN": 17839, + "FP": 4747, + "IoU": 0.37358553361437763, + "TN": 130730736, + "TP": 13470, + "n_pred": 18217, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9527739812958141, + "FN": 47788, + "FP": 80027, + "IoU": 0.9098074000059274, + "TN": 129349658, + "TP": 1289319, + "n_pred": 1369346, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.7925017357093266, + "FN": 43186, + "FP": 167515, + "IoU": 0.6563170806501073, + "TN": 130153724, + "TP": 402367, + "n_pred": 569882, + "n_ref": 445553 + }, + "8": { + "Dice": 0.9081139943043179, + "FN": 27571, + "FP": 13438, + "IoU": 0.8316930426502939, + "TN": 130523136, + "TP": 202647, + "n_pred": 216085, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8368793592317404, + "FN": 21158, + "FP": 10368, + "IoU": 0.719512086621529, + "TN": 130654395, + "TP": 80871, + "n_pred": 91239, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7229621332219511, + "FN": 48526, + "FP": 68210, + "IoU": 0.5661242724508835, + "TN": 71966954, + "TP": 152318, + "n_pred": 220528, + "n_ref": 200844 + }, + "10": { + "Dice": 0.30874406175771973, + "FN": 41866, + "FP": 51260, + "IoU": 0.18255312798995812, + "TN": 72122085, + "TP": 20797, + "n_pred": 72057, + "n_ref": 62663 + }, + "11": { + "Dice": 0.003714710252600297, + "FN": 2682, + "FP": 0, + "IoU": 0.0018608113137327876, + "TN": 72233321, + "TP": 5, + "n_pred": 5, + "n_ref": 2687 + }, + "12": { + "Dice": 0.0, + "FN": 4071, + "FP": 0, + "IoU": 0.0, + "TN": 72231937, + "TP": 0, + "n_pred": 0, + "n_ref": 4071 + }, + "13": { + "Dice": 0.29417583056961655, + "FN": 55270, + "FP": 17516, + "IoU": 0.17245378265911726, + "TN": 72148054, + "TP": 15168, + "n_pred": 32684, + "n_ref": 70438 + }, + "14": { + "Dice": 0.17348305293287225, + "FN": 40358, + "FP": 278723, + "IoU": 0.09498025912731728, + "TN": 71883440, + "TP": 33487, + "n_pred": 312210, + "n_ref": 73845 + }, + "15": { + "Dice": 0.7052396616541353, + "FN": 10307, + "FP": 4747, + "IoU": 0.5446874149351238, + "TN": 72202945, + "TP": 18009, + "n_pred": 22756, + "n_ref": 28316 + }, + "2": { + "Dice": 0.6517252772388786, + "FN": 50366, + "FP": 31854, + "IoU": 0.4833772125492463, + "TN": 72076859, + "TP": 76929, + "n_pred": 108783, + "n_ref": 127295 + }, + "3": { + "Dice": 0.8311209458840166, + "FN": 9558, + "FP": 54931, + "IoU": 0.711041012290693, + "TN": 72012831, + "TP": 158688, + "n_pred": 213619, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 8128, + "IoU": 0.0, + "TN": 72227880, + "TP": 0, + "n_pred": 8128, + "n_ref": 0 + }, + "5": { + "Dice": 0.8047377326565144, + "FN": 1093, + "FP": 2369, + "IoU": 0.6732729331823329, + "TN": 72225412, + "TP": 7134, + "n_pred": 9503, + "n_ref": 8227 + }, + "6": { + "Dice": 0.6309259054214283, + "FN": 377861, + "FP": 948781, + "IoU": 0.46084131452040944, + "TN": 69775430, + "TP": 1133936, + "n_pred": 2082717, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.3302300188469148, + "FN": 155984, + "FP": 587458, + "IoU": 0.19776976623982026, + "TN": 71309289, + "TP": 183277, + "n_pred": 770735, + "n_ref": 339261 + }, + "8": { + "Dice": 0.8963149261891744, + "FN": 6103, + "FP": 8120, + "IoU": 0.8121111243213253, + "TN": 72160309, + "TP": 61476, + "n_pred": 69596, + "n_ref": 67579 + }, + "9": { + "Dice": 0.5936458797911693, + "FN": 26992, + "FP": 3986, + "IoU": 0.4221169272096407, + "TN": 72182402, + "TP": 22628, + "n_pred": 26614, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6078624181433981, + "FN": 16357, + "FP": 77358, + "IoU": 0.4366396152690111, + "TN": 52386770, + "TP": 72635, + "n_pred": 149993, + "n_ref": 88992 + }, + "10": { + "Dice": 0.2859696620334987, + "FN": 36146, + "FP": 18975, + "IoU": 0.1668404903338926, + "TN": 52486961, + "TP": 11038, + "n_pred": 30013, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0, + "FN": 2042, + "FP": 0, + "IoU": 0.0, + "TN": 52551078, + "TP": 0, + "n_pred": 0, + "n_ref": 2042 + }, + "12": { + "Dice": 0.0, + "FN": 4066, + "FP": 0, + "IoU": 0.0, + "TN": 52549054, + "TP": 0, + "n_pred": 0, + "n_ref": 4066 + }, + "13": { + "Dice": 0.2550345713530056, + "FN": 18240, + "FP": 1477, + "IoU": 0.14615451238524163, + "TN": 52530028, + "TP": 3375, + "n_pred": 4852, + "n_ref": 21615 + }, + "14": { + "Dice": 0.26514282477234424, + "FN": 46476, + "FP": 5413, + "IoU": 0.15283265306122448, + "TN": 52491870, + "TP": 9361, + "n_pred": 14774, + "n_ref": 55837 + }, + "15": { + "Dice": 0.046606162401727616, + "FN": 23618, + "FP": 43929, + "IoU": 0.02385907107141825, + "TN": 52483922, + "TP": 1651, + "n_pred": 45580, + "n_ref": 25269 + }, + "2": { + "Dice": 0.5913710839233239, + "FN": 67961, + "FP": 24790, + "IoU": 0.41982034954274206, + "TN": 52393254, + "TP": 67115, + "n_pred": 91905, + "n_ref": 135076 + }, + "3": { + "Dice": 0.6249542380798088, + "FN": 68835, + "FP": 20292, + "IoU": 0.45449704685252623, + "TN": 52389735, + "TP": 74258, + "n_pred": 94550, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 0, + "IoU": 0.0, + "TN": 52551240, + "TP": 0, + "n_pred": 0, + "n_ref": 1880 + }, + "5": { + "Dice": 0.731297093649085, + "FN": 847, + "FP": 3147, + "IoU": 0.5764131933396967, + "TN": 52543691, + "TP": 5435, + "n_pred": 8582, + "n_ref": 6282 + }, + "6": { + "Dice": 0.9063570793399862, + "FN": 84831, + "FP": 57333, + "IoU": 0.8287504652734362, + "TN": 51722963, + "TP": 687993, + "n_pred": 745326, + "n_ref": 772824 + }, + "7": { + "Dice": 0.34276281176371914, + "FN": 148111, + "FP": 24281, + "IoU": 0.20682785433297293, + "TN": 52335775, + "TP": 44953, + "n_pred": 69234, + "n_ref": 193064 + }, + "8": { + "Dice": 0.728367804722963, + "FN": 18294, + "FP": 12464, + "IoU": 0.5727818212122896, + "TN": 52481124, + "TP": 41238, + "n_pred": 53702, + "n_ref": 59532 + }, + "9": { + "Dice": 0.7173733588876686, + "FN": 28121, + "FP": 11252, + "IoU": 0.559300217143113, + "TN": 52463778, + "TP": 49969, + "n_pred": 61221, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9232309001497113, + "FN": 15527, + "FP": 30572, + "IoU": 0.8574084270045222, + "TN": 143813956, + "TP": 277195, + "n_pred": 307767, + "n_ref": 292722 + }, + "10": { + "Dice": 0.7473176451776244, + "FN": 28175, + "FP": 19232, + "IoU": 0.5965739377590183, + "TN": 144019739, + "TP": 70104, + "n_pred": 89336, + "n_ref": 98279 + }, + "11": { + "Dice": 0.22481243301178994, + "FN": 5780, + "FP": 6, + "IoU": 0.12664150943396227, + "TN": 144130625, + "TP": 839, + "n_pred": 845, + "n_ref": 6619 + }, + "12": { + "Dice": 0.030350601779173206, + "FN": 5559, + "FP": 0, + "IoU": 0.015409139213602551, + "TN": 144131604, + "TP": 87, + "n_pred": 87, + "n_ref": 5646 + }, + "13": { + "Dice": 0.5509207015987528, + "FN": 62071, + "FP": 6776, + "IoU": 0.3801867173222179, + "TN": 144026173, + "TP": 42230, + "n_pred": 49006, + "n_ref": 104301 + }, + "14": { + "Dice": 0.8560047689818389, + "FN": 98490, + "FP": 6344, + "IoU": 0.7482590362024417, + "TN": 143720814, + "TP": 311602, + "n_pred": 317946, + "n_ref": 410092 + }, + "15": { + "Dice": 0.8142052473982871, + "FN": 3224, + "FP": 5649, + "IoU": 0.6866325269291895, + "TN": 144108935, + "TP": 19442, + "n_pred": 25091, + "n_ref": 22666 + }, + "2": { + "Dice": 0.8958269532688543, + "FN": 22491, + "FP": 4382, + "IoU": 0.8113102886553059, + "TN": 143994831, + "TP": 115546, + "n_pred": 119928, + "n_ref": 138037 + }, + "3": { + "Dice": 0.915694891594318, + "FN": 8236, + "FP": 22323, + "IoU": 0.844499287604315, + "TN": 143940730, + "TP": 165961, + "n_pred": 188284, + "n_ref": 174197 + }, + "4": { + "Dice": 0.7399417948565659, + "FN": 20024, + "FP": 1869, + "IoU": 0.5872282659929486, + "TN": 144084211, + "TP": 31146, + "n_pred": 33015, + "n_ref": 51170 + }, + "5": { + "Dice": 0.6246468926553672, + "FN": 16211, + "FP": 2923, + "IoU": 0.4541720154043646, + "TN": 144102195, + "TP": 15921, + "n_pred": 18844, + "n_ref": 32132 + }, + "6": { + "Dice": 0.8621225312411233, + "FN": 50481, + "FP": 367925, + "IoU": 0.7576584956739418, + "TN": 142410736, + "TP": 1308108, + "n_pred": 1676033, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.7995260083592548, + "FN": 62839, + "FP": 30548, + "IoU": 0.6660086048732337, + "TN": 143857641, + "TP": 186222, + "n_pred": 216770, + "n_ref": 249061 + }, + "8": { + "Dice": 0.8224023198590704, + "FN": 54984, + "FP": 20224, + "IoU": 0.6983729109933785, + "TN": 143887909, + "TP": 174133, + "n_pred": 194357, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8511526602514604, + "FN": 14544, + "FP": 13407, + "IoU": 0.7408753372208368, + "TN": 144029383, + "TP": 79916, + "n_pred": 93323, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8584256693387879, + "FN": 11730, + "FP": 54992, + "IoU": 0.7519665135090928, + "TN": 111509916, + "TP": 202282, + "n_pred": 257274, + "n_ref": 214012 + }, + "10": { + "Dice": 0.4492450050639904, + "FN": 26485, + "FP": 21369, + "IoU": 0.28969437888705823, + "TN": 111711549, + "TP": 19517, + "n_pred": 40886, + "n_ref": 46002 + }, + "11": { + "Dice": 0.1510353227771011, + "FN": 3485, + "FP": 0, + "IoU": 0.08168642951251646, + "TN": 111775125, + "TP": 310, + "n_pred": 310, + "n_ref": 3795 + }, + "12": { + "Dice": 0.0, + "FN": 4660, + "FP": 0, + "IoU": 0.0, + "TN": 111774260, + "TP": 0, + "n_pred": 0, + "n_ref": 4660 + }, + "13": { + "Dice": 0.45334167448649776, + "FN": 33377, + "FP": 13810, + "IoU": 0.29311042200350546, + "TN": 111712167, + "TP": 19566, + "n_pred": 33376, + "n_ref": 52943 + }, + "14": { + "Dice": 0.7698850815733933, + "FN": 7530, + "FP": 42951, + "IoU": 0.6258643562815448, + "TN": 111643993, + "TP": 84446, + "n_pred": 127397, + "n_ref": 91976 + }, + "15": { + "Dice": 0.5304256737453575, + "FN": 2377, + "FP": 12416, + "IoU": 0.36093831000518406, + "TN": 111755772, + "TP": 8355, + "n_pred": 20771, + "n_ref": 10732 + }, + "2": { + "Dice": 0.8335368741121053, + "FN": 55811, + "FP": 4300, + "IoU": 0.7145848468014188, + "TN": 111568311, + "TP": 150498, + "n_pred": 154798, + "n_ref": 206309 + }, + "3": { + "Dice": 0.6989616581148237, + "FN": 2889, + "FP": 49268, + "IoU": 0.5372337121917893, + "TN": 111666213, + "TP": 60550, + "n_pred": 109818, + "n_ref": 63439 + }, + "4": { + "Dice": 0.7853486590038314, + "FN": 5868, + "FP": 1135, + "IoU": 0.6465630362370042, + "TN": 111759106, + "TP": 12811, + "n_pred": 13946, + "n_ref": 18679 + }, + "5": { + "Dice": 0.4021003178112478, + "FN": 19141, + "FP": 2494, + "IoU": 0.2516430300933933, + "TN": 111750010, + "TP": 7275, + "n_pred": 9769, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9449408900164478, + "FN": 101543, + "FP": 30516, + "IoU": 0.8956283880920937, + "TN": 110513643, + "TP": 1133218, + "n_pred": 1163734, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.7082330707524936, + "FN": 81370, + "FP": 48005, + "IoU": 0.5482669162037311, + "TN": 111492523, + "TP": 157022, + "n_pred": 205027, + "n_ref": 238392 + }, + "8": { + "Dice": 0.8218883599893322, + "FN": 73850, + "FP": 14306, + "IoU": 0.6976319833168697, + "TN": 111487368, + "TP": 203396, + "n_pred": 217702, + "n_ref": 277246 + }, + "9": { + "Dice": 0.7510067748542618, + "FN": 20756, + "FP": 18753, + "IoU": 0.6012897105719937, + "TN": 111679828, + "TP": 59583, + "n_pred": 78336, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8131050112714429, + "FN": 30505, + "FP": 31509, + "IoU": 0.6850690406423141, + "TN": 198890962, + "TP": 134899, + "n_pred": 166408, + "n_ref": 165404 + }, + "10": { + "Dice": 0.6115915779941137, + "FN": 22606, + "FP": 28862, + "IoU": 0.44049832045135834, + "TN": 198995886, + "TP": 40521, + "n_pred": 69383, + "n_ref": 63127 + }, + "11": { + "Dice": 0.27230229840280484, + "FN": 3736, + "FP": 0, + "IoU": 0.15760992108229988, + "TN": 199083440, + "TP": 699, + "n_pred": 699, + "n_ref": 4435 + }, + "12": { + "Dice": 0.0, + "FN": 3335, + "FP": 0, + "IoU": 0.0, + "TN": 199084540, + "TP": 0, + "n_pred": 0, + "n_ref": 3335 + }, + "13": { + "Dice": 0.18174372414922807, + "FN": 31156, + "FP": 8806, + "IoU": 0.09995495495495496, + "TN": 199043475, + "TP": 4438, + "n_pred": 13244, + "n_ref": 35594 + }, + "14": { + "Dice": 0.5178274874332653, + "FN": 23718, + "FP": 19543, + "IoU": 0.3493705915086252, + "TN": 199021384, + "TP": 23230, + "n_pred": 42773, + "n_ref": 46948 + }, + "15": { + "Dice": 0.5468043053145365, + "FN": 86417, + "FP": 26, + "IoU": 0.37627712999307317, + "TN": 198949283, + "TP": 52149, + "n_pred": 52175, + "n_ref": 138566 + }, + "2": { + "Dice": 0.8941991317057015, + "FN": 5380, + "FP": 24010, + "IoU": 0.8086439044717035, + "TN": 198934287, + "TP": 124198, + "n_pred": 148208, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9044147772512581, + "FN": 21835, + "FP": 2895, + "IoU": 0.8255083753157502, + "TN": 198946149, + "TP": 116996, + "n_pred": 119891, + "n_ref": 138831 + }, + "4": { + "Dice": 0.35843294651426577, + "FN": 13012, + "FP": 1694, + "IoU": 0.21834803869458913, + "TN": 199069061, + "TP": 4108, + "n_pred": 5802, + "n_ref": 17120 + }, + "5": { + "Dice": 0.6794523357776524, + "FN": 6818, + "FP": 5684, + "IoU": 0.5145231438334886, + "TN": 199062123, + "TP": 13250, + "n_pred": 18934, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9134078200454818, + "FN": 77158, + "FP": 127205, + "IoU": 0.8406169645760884, + "TN": 197805662, + "TP": 1077850, + "n_pred": 1205055, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.7815644061946588, + "FN": 35030, + "FP": 32687, + "IoU": 0.6414490927285916, + "TN": 198899012, + "TP": 121146, + "n_pred": 153833, + "n_ref": 156176 + }, + "8": { + "Dice": 0.9051526147278549, + "FN": 12339, + "FP": 9879, + "IoU": 0.8267386184631221, + "TN": 198959641, + "TP": 106016, + "n_pred": 115895, + "n_ref": 118355 + }, + "9": { + "Dice": 0.8741683710078147, + "FN": 13854, + "FP": 11925, + "IoU": 0.776464569387118, + "TN": 198972551, + "TP": 89545, + "n_pred": 101470, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.857418135492567, + "FN": 10395, + "FP": 47468, + "IoU": 0.7504216215283619, + "TN": 130843349, + "TP": 173980, + "n_pred": 221448, + "n_ref": 184375 + }, + "10": { + "Dice": 0.5933907732577162, + "FN": 14711, + "FP": 78494, + "IoU": 0.4218590081568092, + "TN": 130913977, + "TP": 68010, + "n_pred": 146504, + "n_ref": 82721 + }, + "11": { + "Dice": 0.5982142857142857, + "FN": 2061, + "FP": 639, + "IoU": 0.4267515923566879, + "TN": 131070482, + "TP": 2010, + "n_pred": 2649, + "n_ref": 4071 + }, + "12": { + "Dice": 0.02512776831345826, + "FN": 4576, + "FP": 2, + "IoU": 0.012723743799870606, + "TN": 131070555, + "TP": 59, + "n_pred": 61, + "n_ref": 4635 + }, + "13": { + "Dice": 0.38076080640114435, + "FN": 64604, + "FP": 18514, + "IoU": 0.23514796819787986, + "TN": 130966520, + "TP": 25554, + "n_pred": 44068, + "n_ref": 90158 + }, + "14": { + "Dice": 0.3310330514190837, + "FN": 15143, + "FP": 152466, + "IoU": 0.19834607971149662, + "TN": 130866113, + "TP": 41470, + "n_pred": 193936, + "n_ref": 56613 + }, + "15": { + "Dice": 0.5417396252845386, + "FN": 2828, + "FP": 39046, + "IoU": 0.3714971857410882, + "TN": 131008567, + "TP": 24751, + "n_pred": 63797, + "n_ref": 27579 + }, + "2": { + "Dice": 0.7794823891422605, + "FN": 18398, + "FP": 61866, + "IoU": 0.6386490307128515, + "TN": 130853070, + "TP": 141858, + "n_pred": 203724, + "n_ref": 160256 + }, + "3": { + "Dice": 0.7643136885224828, + "FN": 11696, + "FP": 98312, + "IoU": 0.6185337503727695, + "TN": 130786810, + "TP": 178374, + "n_pred": 276686, + "n_ref": 190070 + }, + "4": { + "Dice": 0.4435478800326955, + "FN": 51917, + "FP": 1183, + "IoU": 0.28497367464282347, + "TN": 131000929, + "TP": 21163, + "n_pred": 22346, + "n_ref": 73080 + }, + "5": { + "Dice": 0.5316492733834, + "FN": 9248, + "FP": 356, + "IoU": 0.36207240119561607, + "TN": 131060137, + "TP": 5451, + "n_pred": 5807, + "n_ref": 14699 + }, + "6": { + "Dice": 0.7766141185333578, + "FN": 46385, + "FP": 771422, + "IoU": 0.6348071612550594, + "TN": 128835808, + "TP": 1421577, + "n_pred": 2192999, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.5490499846097711, + "FN": 238475, + "FP": 646417, + "IoU": 0.3784072358013695, + "TN": 129651604, + "TP": 538696, + "n_pred": 1185113, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9029419377102925, + "FN": 13061, + "FP": 11689, + "IoU": 0.8230575652720982, + "TN": 130935316, + "TP": 115126, + "n_pred": 126815, + "n_ref": 128187 + }, + "9": { + "Dice": 0.6762637934963055, + "FN": 23992, + "FP": 15790, + "IoU": 0.5108750445698548, + "TN": 130993859, + "TP": 41551, + "n_pred": 57341, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8250130082362415, + "FN": 7037, + "FP": 81410, + "IoU": 0.7021465037649689, + "TN": 101320252, + "TP": 208501, + "n_pred": 289911, + "n_ref": 215538 + }, + "10": { + "Dice": 0.6253979408226062, + "FN": 16454, + "FP": 18729, + "IoU": 0.4549665386045359, + "TN": 101552648, + "TP": 29369, + "n_pred": 48098, + "n_ref": 45823 + }, + "11": { + "Dice": 0.44573037222395995, + "FN": 3534, + "FP": 10, + "IoU": 0.2867780237472328, + "TN": 101612231, + "TP": 1425, + "n_pred": 1435, + "n_ref": 4959 + }, + "12": { + "Dice": 0.0, + "FN": 5490, + "FP": 0, + "IoU": 0.0, + "TN": 101611710, + "TP": 0, + "n_pred": 0, + "n_ref": 5490 + }, + "13": { + "Dice": 0.6897483315912197, + "FN": 17192, + "FP": 21394, + "IoU": 0.5264243108569184, + "TN": 101535722, + "TP": 42892, + "n_pred": 64286, + "n_ref": 60084 + }, + "14": { + "Dice": 0.910378991254048, + "FN": 2594, + "FP": 9057, + "IoU": 0.8355005859347424, + "TN": 101546373, + "TP": 59176, + "n_pred": 68233, + "n_ref": 61770 + }, + "15": { + "Dice": 0.7316680096696213, + "FN": 6480, + "FP": 13167, + "IoU": 0.576874205844981, + "TN": 101570767, + "TP": 26786, + "n_pred": 39953, + "n_ref": 33266 + }, + "2": { + "Dice": 0.7375971676006808, + "FN": 64219, + "FP": 12712, + "IoU": 0.584280349085407, + "TN": 101432145, + "TP": 108124, + "n_pred": 120836, + "n_ref": 172343 + }, + "3": { + "Dice": 0.8177215895133249, + "FN": 11530, + "FP": 60445, + "IoU": 0.6916489231810606, + "TN": 101383781, + "TP": 161444, + "n_pred": 221889, + "n_ref": 172974 + }, + "4": { + "Dice": 0.1610037219354064, + "FN": 13531, + "FP": 14421, + "IoU": 0.08754978128876412, + "TN": 101586566, + "TP": 2682, + "n_pred": 17103, + "n_ref": 16213 + }, + "5": { + "Dice": 0.645860278543178, + "FN": 13143, + "FP": 5750, + "IoU": 0.4769524653248803, + "TN": 101581079, + "TP": 17228, + "n_pred": 22978, + "n_ref": 30371 + }, + "6": { + "Dice": 0.857963836703435, + "FN": 262176, + "FP": 158827, + "IoU": 0.7512580286659786, + "TN": 99924671, + "TP": 1271526, + "n_pred": 1430353, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.8006444763122235, + "FN": 73026, + "FP": 103663, + "IoU": 0.6675622536430258, + "TN": 101085705, + "TP": 354806, + "n_pred": 458469, + "n_ref": 427832 + }, + "8": { + "Dice": 0.8033724244782694, + "FN": 65239, + "FP": 16364, + "IoU": 0.6713637901316107, + "TN": 101368892, + "TP": 166705, + "n_pred": 183069, + "n_ref": 231944 + }, + "9": { + "Dice": 0.7724955407405534, + "FN": 19933, + "FP": 16035, + "IoU": 0.6293219832428143, + "TN": 101520167, + "TP": 61065, + "n_pred": 77100, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9552097158424403, + "FN": 13308, + "FP": 5287, + "IoU": 0.9142597613382762, + "TN": 118965336, + "TP": 198281, + "n_pred": 203568, + "n_ref": 211589 + }, + "10": { + "Dice": 0.6781422574477403, + "FN": 17261, + "FP": 43003, + "IoU": 0.513022116992994, + "TN": 119058461, + "TP": 63487, + "n_pred": 106490, + "n_ref": 80748 + }, + "11": { + "Dice": 0.3509596553074814, + "FN": 3142, + "FP": 172, + "IoU": 0.21282660332541567, + "TN": 119178002, + "TP": 896, + "n_pred": 1068, + "n_ref": 4038 + }, + "12": { + "Dice": 0.0, + "FN": 4135, + "FP": 0, + "IoU": 0.0, + "TN": 119178077, + "TP": 0, + "n_pred": 0, + "n_ref": 4135 + }, + "13": { + "Dice": 0.425056648629908, + "FN": 15911, + "FP": 30522, + "IoU": 0.26988694435272104, + "TN": 119118615, + "TP": 17164, + "n_pred": 47686, + "n_ref": 33075 + }, + "14": { + "Dice": 0.08591332166494732, + "FN": 62161, + "FP": 16700, + "IoU": 0.04488476025530781, + "TN": 119099645, + "TP": 3706, + "n_pred": 20406, + "n_ref": 65867 + }, + "15": { + "Dice": 0.2738466215702668, + "FN": 13514, + "FP": 24702, + "IoU": 0.1586455902426137, + "TN": 119136790, + "TP": 7206, + "n_pred": 31908, + "n_ref": 20720 + }, + "2": { + "Dice": 0.8882575605580301, + "FN": 27464, + "FP": 14307, + "IoU": 0.7989778288970273, + "TN": 118974419, + "TP": 166022, + "n_pred": 180329, + "n_ref": 193486 + }, + "3": { + "Dice": 0.8675575463242203, + "FN": 16486, + "FP": 38629, + "IoU": 0.766094156491773, + "TN": 118946583, + "TP": 180514, + "n_pred": 219143, + "n_ref": 197000 + }, + "4": { + "Dice": 0.5471091063937167, + "FN": 25992, + "FP": 2724, + "IoU": 0.376565858318317, + "TN": 119136151, + "TP": 17345, + "n_pred": 20069, + "n_ref": 43337 + }, + "5": { + "Dice": 0.671833910034602, + "FN": 8014, + "FP": 1470, + "IoU": 0.5058357649020425, + "TN": 119163020, + "TP": 9708, + "n_pred": 11178, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9275646850954187, + "FN": 52704, + "FP": 210654, + "IoU": 0.8649143423423609, + "TN": 117232649, + "TP": 1686205, + "n_pred": 1896859, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.7421316847771816, + "FN": 52373, + "FP": 118063, + "IoU": 0.5899915561874383, + "TN": 118766523, + "TP": 245253, + "n_pred": 363316, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9261409014017193, + "FN": 8527, + "FP": 3218, + "IoU": 0.8624417324494624, + "TN": 119096830, + "TP": 73637, + "n_pred": 76855, + "n_ref": 82164 + }, + "9": { + "Dice": 0.8474860023437936, + "FN": 17181, + "FP": 7416, + "IoU": 0.7353368410858969, + "TN": 119089275, + "TP": 68340, + "n_pred": 75756, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 37875, + "IoU": 0.0, + "TN": 61294605, + "TP": 0, + "n_pred": 37875, + "n_ref": 0 + }, + "10": { + "Dice": 0.539895664072522, + "FN": 15489, + "FP": 16791, + "IoU": 0.3697651262226908, + "TN": 61281261, + "TP": 18939, + "n_pred": 35730, + "n_ref": 34428 + }, + "11": { + "Dice": 0.6473949579831932, + "FN": 1938, + "FP": 160, + "IoU": 0.47862823061630216, + "TN": 61328456, + "TP": 1926, + "n_pred": 2086, + "n_ref": 3864 + }, + "12": { + "Dice": 0.0, + "FN": 4850, + "FP": 0, + "IoU": 0.0, + "TN": 61327630, + "TP": 0, + "n_pred": 0, + "n_ref": 4850 + }, + "13": { + "Dice": 0.3554279876432098, + "FN": 38084, + "FP": 14914, + "IoU": 0.21612187546220973, + "TN": 61264870, + "TP": 14612, + "n_pred": 29526, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9200262668594871, + "FN": 21190, + "FP": 22166, + "IoU": 0.8518968921439356, + "TN": 61039738, + "TP": 249386, + "n_pred": 271552, + "n_ref": 270576 + }, + "15": { + "Dice": 0.6675101292341735, + "FN": 33070, + "FP": 31841, + "IoU": 0.500949496036719, + "TN": 61202411, + "TP": 65158, + "n_pred": 96999, + "n_ref": 98228 + }, + "2": { + "Dice": 0.9049548525139415, + "FN": 19679, + "FP": 9994, + "IoU": 0.8264087143726306, + "TN": 61161544, + "TP": 141263, + "n_pred": 151257, + "n_ref": 160942 + }, + "3": { + "Dice": 0.8674388768472187, + "FN": 9985, + "FP": 26282, + "IoU": 0.7659091055787565, + "TN": 61177553, + "TP": 118660, + "n_pred": 144942, + "n_ref": 128645 + }, + "4": { + "Dice": 0.8464407792984234, + "FN": 9626, + "FP": 2189, + "IoU": 0.7337644778944522, + "TN": 61288102, + "TP": 32563, + "n_pred": 34752, + "n_ref": 42189 + }, + "5": { + "Dice": 0.6731161489597296, + "FN": 2797, + "FP": 2812, + "IoU": 0.507290934645116, + "TN": 61321096, + "TP": 5775, + "n_pred": 8587, + "n_ref": 8572 + }, + "6": { + "Dice": 0.8956973734218503, + "FN": 21837, + "FP": 253972, + "IoU": 0.8110977479038561, + "TN": 59872418, + "TP": 1184253, + "n_pred": 1438225, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.26709417546121, + "FN": 162784, + "FP": 64655, + "IoU": 0.15413080830996498, + "TN": 61063598, + "TP": 41443, + "n_pred": 106098, + "n_ref": 204227 + }, + "8": { + "Dice": 0.8712173183931702, + "FN": 13636, + "FP": 6638, + "IoU": 0.7718202383766081, + "TN": 61243629, + "TP": 68577, + "n_pred": 75215, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8324477734686802, + "FN": 11751, + "FP": 9030, + "IoU": 0.7129854704159991, + "TN": 61260076, + "TP": 51623, + "n_pred": 60653, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9623231537785932, + "FN": 5134, + "FP": 8336, + "IoU": 0.9273823129838483, + "TN": 148922008, + "TP": 172022, + "n_pred": 180358, + "n_ref": 177156 + }, + "10": { + "Dice": 0.7035407138953605, + "FN": 23882, + "FP": 17346, + "IoU": 0.5426631761103963, + "TN": 149017352, + "TP": 48920, + "n_pred": 66266, + "n_ref": 72802 + }, + "11": { + "Dice": 0.2047569803516029, + "FN": 2307, + "FP": 0, + "IoU": 0.11405529953917051, + "TN": 149104896, + "TP": 297, + "n_pred": 297, + "n_ref": 2604 + }, + "12": { + "Dice": 0.0, + "FN": 2097, + "FP": 0, + "IoU": 0.0, + "TN": 149105403, + "TP": 0, + "n_pred": 0, + "n_ref": 2097 + }, + "13": { + "Dice": 0.11667347558740035, + "FN": 78798, + "FP": 5527, + "IoU": 0.06195074198500456, + "TN": 149017606, + "TP": 5569, + "n_pred": 11096, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8828936249630625, + "FN": 7914, + "FP": 14675, + "IoU": 0.7903397963635014, + "TN": 148999759, + "TP": 85152, + "n_pred": 99827, + "n_ref": 93066 + }, + "15": { + "Dice": 0.8248793226240405, + "FN": 6771, + "FP": 6507, + "IoU": 0.701952861952862, + "TN": 149062950, + "TP": 31272, + "n_pred": 37779, + "n_ref": 38043 + }, + "2": { + "Dice": 0.7069414666758882, + "FN": 65009, + "FP": 11263, + "IoU": 0.5467203908074667, + "TN": 148939233, + "TP": 91995, + "n_pred": 103258, + "n_ref": 157004 + }, + "3": { + "Dice": 0.4523129303794113, + "FN": 21693, + "FP": 71284, + "IoU": 0.2922508944203395, + "TN": 148976130, + "TP": 38393, + "n_pred": 109677, + "n_ref": 60086 + }, + "4": { + "Dice": 0.8785817357245929, + "FN": 4523, + "FP": 1367, + "IoU": 0.7834558823529412, + "TN": 149080300, + "TP": 21310, + "n_pred": 22677, + "n_ref": 25833 + }, + "5": { + "Dice": 0.04247545101621375, + "FN": 32972, + "FP": 572, + "IoU": 0.02169855342977135, + "TN": 149073212, + "TP": 744, + "n_pred": 1316, + "n_ref": 33716 + }, + "6": { + "Dice": 0.959953457686298, + "FN": 53337, + "FP": 34496, + "IoU": 0.9229908649576126, + "TN": 147966947, + "TP": 1052720, + "n_pred": 1087216, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.6869776232373368, + "FN": 125376, + "FP": 11098, + "IoU": 0.5232032868557215, + "TN": 148821269, + "TP": 149757, + "n_pred": 160855, + "n_ref": 275133 + }, + "8": { + "Dice": 0.8596734732285687, + "FN": 46352, + "FP": 13298, + "IoU": 0.7538836053060467, + "TN": 148865135, + "TP": 182715, + "n_pred": 196013, + "n_ref": 229067 + }, + "9": { + "Dice": 0.818478624129155, + "FN": 23811, + "FP": 4433, + "IoU": 0.6927328111401219, + "TN": 149015580, + "TP": 63676, + "n_pred": 68109, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.43308160715151, + "FN": 367633, + "FP": 18456, + "IoU": 0.27639065896993775, + "TN": 100179240, + "TP": 147471, + "n_pred": 165927, + "n_ref": 515104 + }, + "10": { + "Dice": 0.2671142628236961, + "FN": 18300, + "FP": 92387, + "IoU": 0.15414418682847056, + "TN": 100581942, + "TP": 20171, + "n_pred": 112558, + "n_ref": 38471 + }, + "11": { + "Dice": 0.0, + "FN": 3481, + "FP": 0, + "IoU": 0.0, + "TN": 100709319, + "TP": 0, + "n_pred": 0, + "n_ref": 3481 + }, + "12": { + "Dice": 0.0, + "FN": 5873, + "FP": 0, + "IoU": 0.0, + "TN": 100706927, + "TP": 0, + "n_pred": 0, + "n_ref": 5873 + }, + "13": { + "Dice": 0.016641337386018237, + "FN": 38717, + "FP": 13047, + "IoU": 0.008390483123251982, + "TN": 100660598, + "TP": 438, + "n_pred": 13485, + "n_ref": 39155 + }, + "14": { + "Dice": 0.5986129085449031, + "FN": 34094, + "FP": 126566, + "IoU": 0.42715743008831886, + "TN": 100432339, + "TP": 119801, + "n_pred": 246367, + "n_ref": 153895 + }, + "15": { + "Dice": 0.8560707933891467, + "FN": 16326, + "FP": 10218, + "IoU": 0.7483599408441091, + "TN": 100607316, + "TP": 78940, + "n_pred": 89158, + "n_ref": 95266 + }, + "2": { + "Dice": 0.588995331029592, + "FN": 89470, + "FP": 111060, + "IoU": 0.41742975341064914, + "TN": 100368584, + "TP": 143686, + "n_pred": 254746, + "n_ref": 233156 + }, + "3": { + "Dice": 0.5770610371370828, + "FN": 106022, + "FP": 66834, + "IoU": 0.40554166566361394, + "TN": 100422021, + "TP": 117923, + "n_pred": 184757, + "n_ref": 223945 + }, + "4": { + "Dice": 0.1332252597450446, + "FN": 53132, + "FP": 5683, + "IoU": 0.0713665429857109, + "TN": 100649465, + "TP": 4520, + "n_pred": 10203, + "n_ref": 57652 + }, + "5": { + "Dice": 0.13796680497925312, + "FN": 15143, + "FP": 1477, + "IoU": 0.07409470752089137, + "TN": 100694850, + "TP": 1330, + "n_pred": 2807, + "n_ref": 16473 + }, + "6": { + "Dice": 0.4435040099596349, + "FN": 1280461, + "FP": 721210, + "IoU": 0.28493745746696936, + "TN": 97913505, + "TP": 797624, + "n_pred": 1518834, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.30564394466259376, + "FN": 100882, + "FP": 223601, + "IoU": 0.18038944276191654, + "TN": 100316901, + "TP": 71416, + "n_pred": 295017, + "n_ref": 172298 + }, + "8": { + "Dice": 0.8799887440930747, + "FN": 15311, + "FP": 9425, + "IoU": 0.7856963396144683, + "TN": 100597375, + "TP": 90689, + "n_pred": 100114, + "n_ref": 106000 + }, + "9": { + "Dice": 0.6754566589173032, + "FN": 40841, + "FP": 17791, + "IoU": 0.5099543653778646, + "TN": 100593154, + "TP": 61014, + "n_pred": 78805, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9237965546931771, + "FN": 2194, + "FP": 10285, + "IoU": 0.8583846843473031, + "TN": 78862581, + "TP": 75640, + "n_pred": 85925, + "n_ref": 77834 + }, + "10": { + "Dice": 0.5329679531095379, + "FN": 21440, + "FP": 9237, + "IoU": 0.3632967352275793, + "TN": 78902519, + "TP": 17504, + "n_pred": 26741, + "n_ref": 38944 + }, + "11": { + "Dice": 0.2478760619690155, + "FN": 1120, + "FP": 385, + "IoU": 0.1414717626925271, + "TN": 78948947, + "TP": 248, + "n_pred": 633, + "n_ref": 1368 + }, + "12": { + "Dice": 0.0, + "FN": 2560, + "FP": 0, + "IoU": 0.0, + "TN": 78948140, + "TP": 0, + "n_pred": 0, + "n_ref": 2560 + }, + "13": { + "Dice": 0.0864412359497719, + "FN": 56648, + "FP": 1627, + "IoU": 0.04517302398741644, + "TN": 78889668, + "TP": 2757, + "n_pred": 4384, + "n_ref": 59405 + }, + "14": { + "Dice": 0.3332434190692287, + "FN": 16768, + "FP": 25253, + "IoU": 0.1999352652221926, + "TN": 78898178, + "TP": 10501, + "n_pred": 35754, + "n_ref": 27269 + }, + "15": { + "Dice": 0.888774113575911, + "FN": 7495, + "FP": 5426, + "IoU": 0.799814083197769, + "TN": 78886155, + "TP": 51624, + "n_pred": 57050, + "n_ref": 59119 + }, + "2": { + "Dice": 0.8295296162251142, + "FN": 27808, + "FP": 1913, + "IoU": 0.7087147421447753, + "TN": 78848666, + "TP": 72313, + "n_pred": 74226, + "n_ref": 100121 + }, + "3": { + "Dice": 0.903981507038366, + "FN": 6074, + "FP": 10624, + "IoU": 0.8247867283659143, + "TN": 78855399, + "TP": 78603, + "n_pred": 89227, + "n_ref": 84677 + }, + "4": { + "Dice": 0.818748062343226, + "FN": 2603, + "FP": 3828, + "IoU": 0.6931189158236305, + "TN": 78929744, + "TP": 14525, + "n_pred": 18353, + "n_ref": 17128 + }, + "5": { + "Dice": 0.29435809686772185, + "FN": 28605, + "FP": 1087, + "IoU": 0.1725790720356695, + "TN": 78914815, + "TP": 6193, + "n_pred": 7280, + "n_ref": 34798 + }, + "6": { + "Dice": 0.8939206621223074, + "FN": 111647, + "FP": 29672, + "IoU": 0.8081885552961616, + "TN": 78213940, + "TP": 595441, + "n_pred": 625113, + "n_ref": 707088 + }, + "7": { + "Dice": 0.3888362636600975, + "FN": 535983, + "FP": 45983, + "IoU": 0.2413387633360101, + "TN": 78183604, + "TP": 185130, + "n_pred": 231113, + "n_ref": 721113 + }, + "8": { + "Dice": 0.6400388078458985, + "FN": 174759, + "FP": 1104, + "IoU": 0.4706301999927757, + "TN": 78618488, + "TP": 156349, + "n_pred": 157453, + "n_ref": 331108 + }, + "9": { + "Dice": 0.5576550564672343, + "FN": 34161, + "FP": 2148, + "IoU": 0.386630853436043, + "TN": 78891504, + "TP": 22887, + "n_pred": 25035, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9664582033949732, + "FN": 4868, + "FP": 5081, + "IoU": 0.9350934878198354, + "TN": 104851158, + "TP": 143333, + "n_pred": 148414, + "n_ref": 148201 + }, + "10": { + "Dice": 0.6896555194886893, + "FN": 18715, + "FP": 42952, + "IoU": 0.5263161937535527, + "TN": 104874254, + "TP": 68519, + "n_pred": 111471, + "n_ref": 87234 + }, + "11": { + "Dice": 0.3724163848177377, + "FN": 3340, + "FP": 0, + "IoU": 0.2288155160471023, + "TN": 105000109, + "TP": 991, + "n_pred": 991, + "n_ref": 4331 + }, + "12": { + "Dice": 0.019262295081967213, + "FN": 4786, + "FP": 0, + "IoU": 0.009724808607490172, + "TN": 104999607, + "TP": 47, + "n_pred": 47, + "n_ref": 4833 + }, + "13": { + "Dice": 0.5980795816553465, + "FN": 38017, + "FP": 15477, + "IoU": 0.4266145023849081, + "TN": 104911145, + "TP": 39801, + "n_pred": 55278, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9372865745660645, + "FN": 3933, + "FP": 4919, + "IoU": 0.88197490700124, + "TN": 104929439, + "TP": 66149, + "n_pred": 71068, + "n_ref": 70082 + }, + "15": { + "Dice": 0.8792331294189393, + "FN": 1292, + "FP": 5045, + "IoU": 0.7844924332596497, + "TN": 104975035, + "TP": 23068, + "n_pred": 28113, + "n_ref": 24360 + }, + "2": { + "Dice": 0.8456738896572922, + "FN": 33180, + "FP": 17030, + "IoU": 0.7326126318031739, + "TN": 104816660, + "TP": 137570, + "n_pred": 154600, + "n_ref": 170750 + }, + "3": { + "Dice": 0.8706992767314943, + "FN": 4929, + "FP": 39210, + "IoU": 0.7710074551368851, + "TN": 104811687, + "TP": 148614, + "n_pred": 187824, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1718, + "IoU": 0.0, + "TN": 105002722, + "TP": 0, + "n_pred": 1718, + "n_ref": 0 + }, + "5": { + "Dice": 0.4551891881289108, + "FN": 18477, + "FP": 9298, + "IoU": 0.29465691502869623, + "TN": 104965062, + "TP": 11603, + "n_pred": 20901, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9136709199230125, + "FN": 36514, + "FP": 190131, + "IoU": 0.8410627467123141, + "TN": 103578437, + "TP": 1199358, + "n_pred": 1389489, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.8375223189495357, + "FN": 34023, + "FP": 42051, + "IoU": 0.720463138864494, + "TN": 104732297, + "TP": 196069, + "n_pred": 238120, + "n_ref": 230092 + }, + "8": { + "Dice": 0.7731464122770635, + "FN": 133171, + "FP": 3565, + "IoU": 0.630186372696711, + "TN": 104634697, + "TP": 233007, + "n_pred": 236572, + "n_ref": 366178 + }, + "9": { + "Dice": 0.890601620211163, + "FN": 8738, + "FP": 12099, + "IoU": 0.8027789083130625, + "TN": 104898787, + "TP": 84816, + "n_pred": 96915, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8872300279423843, + "FN": 36777, + "FP": 60163, + "IoU": 0.7973166514385834, + "TN": 177198005, + "TP": 381343, + "n_pred": 441506, + "n_ref": 418120 + }, + "10": { + "Dice": 0.2424353988817046, + "FN": 56157, + "FP": 42612, + "IoU": 0.1379382577046948, + "TN": 177561715, + "TP": 15804, + "n_pred": 58416, + "n_ref": 71961 + }, + "11": { + "Dice": 0.3249911878745153, + "FN": 3821, + "FP": 9, + "IoU": 0.19402356902356901, + "TN": 177671536, + "TP": 922, + "n_pred": 931, + "n_ref": 4743 + }, + "12": { + "Dice": 0.0, + "FN": 5198, + "FP": 0, + "IoU": 0.0, + "TN": 177671090, + "TP": 0, + "n_pred": 0, + "n_ref": 5198 + }, + "13": { + "Dice": 0.6531388312518245, + "FN": 35690, + "FP": 8275, + "IoU": 0.4849340425033389, + "TN": 177590930, + "TP": 41393, + "n_pred": 49668, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9062871462074726, + "FN": 5720, + "FP": 8865, + "IoU": 0.8286335330748443, + "TN": 177591178, + "TP": 70525, + "n_pred": 79390, + "n_ref": 76245 + }, + "15": { + "Dice": 0.6608412659669677, + "FN": 2863, + "FP": 17980, + "IoU": 0.4934749325621522, + "TN": 177635139, + "TP": 20306, + "n_pred": 38286, + "n_ref": 23169 + }, + "2": { + "Dice": 0.8043428757319453, + "FN": 16562, + "FP": 79670, + "IoU": 0.6727203471683739, + "TN": 177382252, + "TP": 197804, + "n_pred": 277474, + "n_ref": 214366 + }, + "3": { + "Dice": 0.7051190045490401, + "FN": 88157, + "FP": 11281, + "IoU": 0.5445434808497385, + "TN": 177457962, + "TP": 118888, + "n_pred": 130169, + "n_ref": 207045 + }, + "4": { + "Dice": 0.4849324932493249, + "FN": 20964, + "FP": 7648, + "IoU": 0.320073192176992, + "TN": 177634207, + "TP": 13469, + "n_pred": 21117, + "n_ref": 34433 + }, + "5": { + "Dice": 0.6768801177314063, + "FN": 13243, + "FP": 3883, + "IoU": 0.5115788272872461, + "TN": 177641224, + "TP": 17938, + "n_pred": 21821, + "n_ref": 31181 + }, + "6": { + "Dice": 0.9046369313210254, + "FN": 141018, + "FP": 209920, + "IoU": 0.825878612478721, + "TN": 175660809, + "TP": 1664541, + "n_pred": 1874461, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.7471384399085116, + "FN": 74847, + "FP": 123709, + "IoU": 0.5963455689820613, + "TN": 177184392, + "TP": 293340, + "n_pred": 417049, + "n_ref": 368187 + }, + "8": { + "Dice": 0.833669824506911, + "FN": 33037, + "FP": 33365, + "IoU": 0.714780292942743, + "TN": 177443478, + "TP": 166408, + "n_pred": 199773, + "n_ref": 199445 + }, + "9": { + "Dice": 0.9011444207598228, + "FN": 16008, + "FP": 10148, + "IoU": 0.8200753927854058, + "TN": 177530916, + "TP": 119216, + "n_pred": 129364, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9475325773795363, + "FN": 7822, + "FP": 12028, + "IoU": 0.9002963483851525, + "TN": 193806445, + "TP": 179240, + "n_pred": 191268, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8105221230498224, + "FN": 14807, + "FP": 18968, + "IoU": 0.6814100024525063, + "TN": 193899521, + "TP": 72239, + "n_pred": 91207, + "n_ref": 87046 + }, + "11": { + "Dice": 0.04215162000629129, + "FN": 3045, + "FP": 0, + "IoU": 0.021529562982005142, + "TN": 194002423, + "TP": 67, + "n_pred": 67, + "n_ref": 3112 + }, + "12": { + "Dice": 0.0, + "FN": 3950, + "FP": 0, + "IoU": 0.0, + "TN": 194001585, + "TP": 0, + "n_pred": 0, + "n_ref": 3950 + }, + "13": { + "Dice": 0.5468106444922639, + "FN": 38798, + "FP": 7745, + "IoU": 0.37628313366031463, + "TN": 193930913, + "TP": 28079, + "n_pred": 35824, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8886216488709109, + "FN": 2748, + "FP": 15590, + "IoU": 0.7995671752721549, + "TN": 193914043, + "TP": 73154, + "n_pred": 88744, + "n_ref": 75902 + }, + "15": { + "Dice": 0.8220986182845539, + "FN": 2343, + "FP": 5717, + "IoU": 0.6979350148034329, + "TN": 193978852, + "TP": 18623, + "n_pred": 24340, + "n_ref": 20966 + }, + "2": { + "Dice": 0.9387920699435656, + "FN": 10476, + "FP": 6270, + "IoU": 0.8846447933098665, + "TN": 193860366, + "TP": 128423, + "n_pred": 134693, + "n_ref": 138899 + }, + "3": { + "Dice": 0.9261197020369795, + "FN": 10912, + "FP": 8815, + "IoU": 0.8624049661714445, + "TN": 193862165, + "TP": 123643, + "n_pred": 132458, + "n_ref": 134555 + }, + "4": { + "Dice": 0.8413752944601784, + "FN": 5135, + "FP": 858, + "IoU": 0.7261844930780829, + "TN": 193983648, + "TP": 15894, + "n_pred": 16752, + "n_ref": 21029 + }, + "5": { + "Dice": 0.5175606498998442, + "FN": 15643, + "FP": 6033, + "IoU": 0.3491277062126535, + "TN": 193972232, + "TP": 11627, + "n_pred": 17660, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9313642338573902, + "FN": 63061, + "FP": 131805, + "IoU": 0.8715450702340608, + "TN": 192488536, + "TP": 1322133, + "n_pred": 1453938, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.8429040647989894, + "FN": 38398, + "FP": 67304, + "IoU": 0.7284651506899988, + "TN": 193616259, + "TP": 283574, + "n_pred": 350878, + "n_ref": 321972 + }, + "8": { + "Dice": 0.8738754854121616, + "FN": 48435, + "FP": 7266, + "IoU": 0.7760025415413322, + "TN": 193756867, + "TP": 192967, + "n_pred": 200233, + "n_ref": 241402 + }, + "9": { + "Dice": 0.8418990903069861, + "FN": 24055, + "FP": 3874, + "IoU": 0.7269652266572817, + "TN": 193903244, + "TP": 74362, + "n_pred": 78236, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9388583431665454, + "FN": 2266, + "FP": 12346, + "IoU": 0.8847624981269568, + "TN": 99529001, + "TP": 112187, + "n_pred": 124533, + "n_ref": 114453 + }, + "10": { + "Dice": 0.7922288836609244, + "FN": 19489, + "FP": 7889, + "IoU": 0.6559428959207781, + "TN": 99576226, + "TP": 52196, + "n_pred": 60085, + "n_ref": 71685 + }, + "11": { + "Dice": 0.2949438202247191, + "FN": 3012, + "FP": 0, + "IoU": 0.17298187808896212, + "TN": 99652158, + "TP": 630, + "n_pred": 630, + "n_ref": 3642 + }, + "12": { + "Dice": 0.0, + "FN": 3568, + "FP": 0, + "IoU": 0.0, + "TN": 99652232, + "TP": 0, + "n_pred": 0, + "n_ref": 3568 + }, + "13": { + "Dice": 0.3448942885261479, + "FN": 35268, + "FP": 3340, + "IoU": 0.2083820303048943, + "TN": 99607029, + "TP": 10163, + "n_pred": 13503, + "n_ref": 45431 + }, + "14": { + "Dice": 0.4483305485542749, + "FN": 38309, + "FP": 651, + "IoU": 0.2889343140296764, + "TN": 99601009, + "TP": 15831, + "n_pred": 16482, + "n_ref": 54140 + }, + "15": { + "Dice": 0.6068171037473741, + "FN": 15560, + "FP": 13451, + "IoU": 0.43556169500758785, + "TN": 99604402, + "TP": 22387, + "n_pred": 35838, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9306091115248524, + "FN": 9287, + "FP": 6441, + "IoU": 0.8702235277615044, + "TN": 99534607, + "TP": 105465, + "n_pred": 111906, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9560084192869412, + "FN": 5263, + "FP": 5647, + "IoU": 0.9157242615251514, + "TN": 99526344, + "TP": 118546, + "n_pred": 124193, + "n_ref": 123809 + }, + "4": { + "Dice": 0.8139745368973632, + "FN": 5416, + "FP": 750, + "IoU": 0.6863044363044363, + "TN": 99636144, + "TP": 13490, + "n_pred": 14240, + "n_ref": 18906 + }, + "5": { + "Dice": 0.787585925270537, + "FN": 1180, + "FP": 1941, + "IoU": 0.6496014370719658, + "TN": 99646893, + "TP": 5786, + "n_pred": 7727, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9561224655635783, + "FN": 59849, + "FP": 58941, + "IoU": 0.9159335592750145, + "TN": 98242751, + "TP": 1294259, + "n_pred": 1353200, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.8164295353659952, + "FN": 22685, + "FP": 42200, + "IoU": 0.6898022211279659, + "TN": 99446627, + "TP": 144288, + "n_pred": 186488, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9476545330537803, + "FN": 7135, + "FP": 3226, + "IoU": 0.9005165725698046, + "TN": 99551652, + "TP": 93787, + "n_pred": 97013, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9177577875902572, + "FN": 11773, + "FP": 3239, + "IoU": 0.84801514583945, + "TN": 99557027, + "TP": 83761, + "n_pred": 87000, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9058811597355195, + "FN": 76250, + "FP": 773, + "IoU": 0.8279549957448329, + "TN": 62635829, + "TP": 370668, + "n_pred": 371441, + "n_ref": 446918 + }, + "10": { + "Dice": 0.8411097192003106, + "FN": 13438, + "FP": 8251, + "IoU": 0.7257889147365227, + "TN": 63004424, + "TP": 57407, + "n_pred": 65658, + "n_ref": 70845 + }, + "11": { + "Dice": 0.34344377041530566, + "FN": 2809, + "FP": 5, + "IoU": 0.20732394366197182, + "TN": 63079970, + "TP": 736, + "n_pred": 741, + "n_ref": 3545 + }, + "12": { + "Dice": 0.0, + "FN": 3502, + "FP": 0, + "IoU": 0.0, + "TN": 63080018, + "TP": 0, + "n_pred": 0, + "n_ref": 3502 + }, + "13": { + "Dice": 0.4147627416520211, + "FN": 31613, + "FP": 8014, + "IoU": 0.2616407982261641, + "TN": 63029851, + "TP": 14042, + "n_pred": 22056, + "n_ref": 45655 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.956115196126904, + "FN": 3109, + "FP": 7986, + "IoU": 0.9159202170387547, + "TN": 62951562, + "TP": 120863, + "n_pred": 128849, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9607024103941592, + "FN": 5807, + "FP": 4156, + "IoU": 0.9243766366845042, + "TN": 62951775, + "TP": 121782, + "n_pred": 125938, + "n_ref": 127589 + }, + "4": { + "Dice": 0.018023851923803357, + "FN": 17862, + "FP": 335, + "IoU": 0.009093879329122196, + "TN": 63065156, + "TP": 167, + "n_pred": 502, + "n_ref": 18029 + }, + "5": { + "Dice": 0.5621636830443498, + "FN": 8962, + "FP": 3487, + "IoU": 0.39097891492588427, + "TN": 63063079, + "TP": 7992, + "n_pred": 11479, + "n_ref": 16954 + }, + "6": { + "Dice": 0.8913077527728653, + "FN": 210634, + "FP": 13513, + "IoU": 0.8039271087193465, + "TN": 61940338, + "TP": 919035, + "n_pred": 932548, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.6979462613924312, + "FN": 38494, + "FP": 63782, + "IoU": 0.5360349121525683, + "TN": 62863081, + "TP": 118163, + "n_pred": 181945, + "n_ref": 156657 + }, + "8": { + "Dice": 0.9160470865324853, + "FN": 13946, + "FP": 4019, + "IoU": 0.845098597135639, + "TN": 62967543, + "TP": 98012, + "n_pred": 102031, + "n_ref": 111958 + }, + "9": { + "Dice": 0.868442107669448, + "FN": 4899, + "FP": 6611, + "IoU": 0.7674747474747474, + "TN": 63034020, + "TP": 37990, + "n_pred": 44601, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9335969943886321, + "FN": 12930, + "FP": 29683, + "IoU": 0.8754635812878281, + "TN": 109266645, + "TP": 299560, + "n_pred": 329243, + "n_ref": 312490 + }, + "10": { + "Dice": 0.538852482820968, + "FN": 30409, + "FP": 68040, + "IoU": 0.3687871871153057, + "TN": 109452850, + "TP": 57519, + "n_pred": 125559, + "n_ref": 87928 + }, + "11": { + "Dice": 0.3385358602749907, + "FN": 3555, + "FP": 5, + "IoU": 0.20375754864683515, + "TN": 109604347, + "TP": 911, + "n_pred": 916, + "n_ref": 4466 + }, + "12": { + "Dice": 0.0, + "FN": 4081, + "FP": 0, + "IoU": 0.0, + "TN": 109604737, + "TP": 0, + "n_pred": 0, + "n_ref": 4081 + }, + "13": { + "Dice": 0.46273552762943126, + "FN": 51579, + "FP": 16227, + "IoU": 0.30101230851699895, + "TN": 109511812, + "TP": 29200, + "n_pred": 45427, + "n_ref": 80779 + }, + "14": { + "Dice": 0.43323471844699074, + "FN": 53643, + "FP": 59578, + "IoU": 0.27651539356141447, + "TN": 109452324, + "TP": 43273, + "n_pred": 102851, + "n_ref": 96916 + }, + "15": { + "Dice": 0.8049803694919984, + "FN": 22758, + "FP": 16384, + "IoU": 0.6736126745882843, + "TN": 109488893, + "TP": 80783, + "n_pred": 97167, + "n_ref": 103541 + }, + "2": { + "Dice": 0.7945739330977268, + "FN": 65223, + "FP": 11737, + "IoU": 0.6591643858670139, + "TN": 109383020, + "TP": 148838, + "n_pred": 160575, + "n_ref": 214061 + }, + "3": { + "Dice": 0.8687590419697901, + "FN": 14793, + "FP": 54968, + "IoU": 0.7679699323144468, + "TN": 109308163, + "TP": 230894, + "n_pred": 285862, + "n_ref": 245687 + }, + "4": { + "Dice": 0.5244197261783974, + "FN": 29357, + "FP": 8610, + "IoU": 0.35539898132427844, + "TN": 109549918, + "TP": 20933, + "n_pred": 29543, + "n_ref": 50290 + }, + "5": { + "Dice": 0.5046459887449287, + "FN": 6696, + "FP": 874, + "IoU": 0.33747593208471904, + "TN": 109597392, + "TP": 3856, + "n_pred": 4730, + "n_ref": 10552 + }, + "6": { + "Dice": 0.8500380721396542, + "FN": 44807, + "FP": 380593, + "IoU": 0.7391880127033953, + "TN": 107977758, + "TP": 1205660, + "n_pred": 1586253, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.7155424185863442, + "FN": 447159, + "FP": 149796, + "IoU": 0.5570775002151712, + "TN": 108261054, + "TP": 750809, + "n_pred": 900605, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9141910363681551, + "FN": 6654, + "FP": 8883, + "IoU": 0.8419446394238106, + "TN": 109510517, + "TP": 82764, + "n_pred": 91647, + "n_ref": 89418 + }, + "9": { + "Dice": 0.7347624420208099, + "FN": 11242, + "FP": 20495, + "IoU": 0.5807308180088776, + "TN": 109533122, + "TP": 43959, + "n_pred": 64454, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8071518888431103, + "FN": 1963, + "FP": 25185, + "IoU": 0.67665940138874, + "TN": 66983391, + "TP": 56813, + "n_pred": 81998, + "n_ref": 58776 + }, + "10": { + "Dice": 0.4567666094990218, + "FN": 52296, + "FP": 10737, + "IoU": 0.29598025309103904, + "TN": 66977819, + "TP": 26500, + "n_pred": 37237, + "n_ref": 78796 + }, + "11": { + "Dice": 0.0, + "FN": 3126, + "FP": 0, + "IoU": 0.0, + "TN": 67064226, + "TP": 0, + "n_pred": 0, + "n_ref": 3126 + }, + "12": { + "Dice": 0.0, + "FN": 3311, + "FP": 0, + "IoU": 0.0, + "TN": 67064041, + "TP": 0, + "n_pred": 0, + "n_ref": 3311 + }, + "13": { + "Dice": 0.3139009736896623, + "FN": 30635, + "FP": 2483, + "IoU": 0.1861699513441785, + "TN": 67026658, + "TP": 7576, + "n_pred": 10059, + "n_ref": 38211 + }, + "14": { + "Dice": 0.813422723564258, + "FN": 18148, + "FP": 8151, + "IoU": 0.6855202267210351, + "TN": 66983725, + "TP": 57328, + "n_pred": 65479, + "n_ref": 75476 + }, + "15": { + "Dice": 0.38675007245676746, + "FN": 15349, + "FP": 35433, + "IoU": 0.23973351298749906, + "TN": 67000557, + "TP": 16013, + "n_pred": 51446, + "n_ref": 31362 + }, + "2": { + "Dice": 0.8156855369569306, + "FN": 15928, + "FP": 42872, + "IoU": 0.6887406701603939, + "TN": 66878442, + "TP": 130110, + "n_pred": 172982, + "n_ref": 146038 + }, + "3": { + "Dice": 0.8097486283016461, + "FN": 49315, + "FP": 2870, + "IoU": 0.6803173241852487, + "TN": 66904112, + "TP": 111055, + "n_pred": 113925, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 0, + "IoU": 0.0, + "TN": 67054313, + "TP": 0, + "n_pred": 0, + "n_ref": 13039 + }, + "5": { + "Dice": 0.5406259879860892, + "FN": 4646, + "FP": 2619, + "IoU": 0.37045060658578854, + "TN": 67055812, + "TP": 4275, + "n_pred": 6894, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9343054251996369, + "FN": 108289, + "FP": 28341, + "IoU": 0.8767103139045824, + "TN": 65959149, + "TP": 971573, + "n_pred": 999914, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.3247578814009198, + "FN": 278810, + "FP": 23924, + "IoU": 0.19385728056580762, + "TN": 66691818, + "TP": 72800, + "n_pred": 96724, + "n_ref": 351610 + }, + "8": { + "Dice": 0.8851811573464599, + "FN": 8389, + "FP": 11671, + "IoU": 0.7940134517636186, + "TN": 66969967, + "TP": 77325, + "n_pred": 88996, + "n_ref": 85714 + }, + "9": { + "Dice": 0.8859361566796441, + "FN": 13969, + "FP": 2350, + "IoU": 0.7952292518884734, + "TN": 66987658, + "TP": 63375, + "n_pred": 65725, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5795295870503543, + "FN": 102813, + "FP": 9506, + "IoU": 0.40798427180679203, + "TN": 74329557, + "TP": 77404, + "n_pred": 86910, + "n_ref": 180217 + }, + "10": { + "Dice": 0.685553823400088, + "FN": 21848, + "FP": 9618, + "IoU": 0.5215533626286739, + "TN": 74453513, + "TP": 34301, + "n_pred": 43919, + "n_ref": 56149 + }, + "11": { + "Dice": 0.10782122905027933, + "FN": 3194, + "FP": 0, + "IoU": 0.05698258045467966, + "TN": 74515893, + "TP": 193, + "n_pred": 193, + "n_ref": 3387 + }, + "12": { + "Dice": 0.0, + "FN": 2201, + "FP": 0, + "IoU": 0.0, + "TN": 74517079, + "TP": 0, + "n_pred": 0, + "n_ref": 2201 + }, + "13": { + "Dice": 0.3457874551527898, + "FN": 31710, + "FP": 10594, + "IoU": 0.2090344776007778, + "TN": 74465796, + "TP": 11180, + "n_pred": 21774, + "n_ref": 42890 + }, + "14": { + "Dice": 0.5741382754932954, + "FN": 7498, + "FP": 28739, + "IoU": 0.4026605565079784, + "TN": 74458616, + "TP": 24427, + "n_pred": 53166, + "n_ref": 31925 + }, + "15": { + "Dice": 0.8025557504384866, + "FN": 4735, + "FP": 7873, + "IoU": 0.6702238962125968, + "TN": 74481048, + "TP": 25624, + "n_pred": 33497, + "n_ref": 30359 + }, + "2": { + "Dice": 0.8330177572052965, + "FN": 11784, + "FP": 39983, + "IoU": 0.7138221359824425, + "TN": 74338389, + "TP": 129124, + "n_pred": 169107, + "n_ref": 140908 + }, + "3": { + "Dice": 0.8288484524677976, + "FN": 34637, + "FP": 15336, + "IoU": 0.7077209215274569, + "TN": 74348303, + "TP": 121004, + "n_pred": 136340, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0, + "FN": 13278, + "FP": 6344, + "IoU": 0.0, + "TN": 74499658, + "TP": 0, + "n_pred": 6344, + "n_ref": 13278 + }, + "5": { + "Dice": 0.4441768450025804, + "FN": 6281, + "FP": 3412, + "IoU": 0.28549314462627157, + "TN": 74505714, + "TP": 3873, + "n_pred": 7285, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9017955729838502, + "FN": 207723, + "FP": 96805, + "IoU": 0.821154559933848, + "TN": 72816536, + "TP": 1398216, + "n_pred": 1495021, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.09543889389203793, + "FN": 149175, + "FP": 192333, + "IoU": 0.05011070192810494, + "TN": 74159756, + "TP": 18016, + "n_pred": 210349, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9476628657026688, + "FN": 2381, + "FP": 4467, + "IoU": 0.9005316212997124, + "TN": 74450434, + "TP": 61998, + "n_pred": 66465, + "n_ref": 64379 + }, + "9": { + "Dice": 0.8128679271417688, + "FN": 22436, + "FP": 9988, + "IoU": 0.6847325126888746, + "TN": 74416434, + "TP": 70422, + "n_pred": 80410, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.909671070986453, + "FN": 10668, + "FP": 43401, + "IoU": 0.8343088464225739, + "TN": 65724856, + "TP": 272255, + "n_pred": 315656, + "n_ref": 282923 + }, + "10": { + "Dice": 0.4615912623907294, + "FN": 49237, + "FP": 30770, + "IoU": 0.3000446182514895, + "TN": 65936877, + "TP": 34296, + "n_pred": 65066, + "n_ref": 83533 + }, + "11": { + "Dice": 0.3849390919158361, + "FN": 2768, + "FP": 9, + "IoU": 0.23834339001645638, + "TN": 66047534, + "TP": 869, + "n_pred": 878, + "n_ref": 3637 + }, + "12": { + "Dice": 0.0, + "FN": 3026, + "FP": 0, + "IoU": 0.0, + "TN": 66048154, + "TP": 0, + "n_pred": 0, + "n_ref": 3026 + }, + "13": { + "Dice": 0.7107281344248169, + "FN": 18758, + "FP": 4741, + "IoU": 0.5512632001069375, + "TN": 65998813, + "TP": 28868, + "n_pred": 33609, + "n_ref": 47626 + }, + "14": { + "Dice": 0.8539533010024636, + "FN": 3554, + "FP": 15298, + "IoU": 0.7451295848148498, + "TN": 65977213, + "TP": 55115, + "n_pred": 70413, + "n_ref": 58669 + }, + "15": { + "Dice": 0.8529423546849337, + "FN": 3304, + "FP": 4038, + "IoU": 0.7435915345393588, + "TN": 66022546, + "TP": 21292, + "n_pred": 25330, + "n_ref": 24596 + }, + "2": { + "Dice": 0.8303015603524941, + "FN": 20709, + "FP": 29667, + "IoU": 0.7098424108377108, + "TN": 65877564, + "TP": 123240, + "n_pred": 152907, + "n_ref": 143949 + }, + "3": { + "Dice": 0.9188745770686875, + "FN": 8409, + "FP": 17798, + "IoU": 0.8499241231209735, + "TN": 65876555, + "TP": 148418, + "n_pred": 166216, + "n_ref": 156827 + }, + "4": { + "Dice": 0.7867403314917127, + "FN": 9236, + "FP": 1765, + "IoU": 0.6484517304189436, + "TN": 66019887, + "TP": 20292, + "n_pred": 22057, + "n_ref": 29528 + }, + "5": { + "Dice": 0.7866907102553662, + "FN": 3217, + "FP": 450, + "IoU": 0.6483843129734395, + "TN": 66040751, + "TP": 6762, + "n_pred": 7212, + "n_ref": 9979 + }, + "6": { + "Dice": 0.8927695699372624, + "FN": 49346, + "FP": 184659, + "IoU": 0.806308737275832, + "TN": 64843046, + "TP": 974129, + "n_pred": 1158788, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.7259901655841774, + "FN": 412389, + "FP": 13459, + "IoU": 0.5698465945650011, + "TN": 65061189, + "TP": 564143, + "n_pred": 577602, + "n_ref": 976532 + }, + "8": { + "Dice": 0.943609022556391, + "FN": 7002, + "FP": 1878, + "IoU": 0.8932384341637011, + "TN": 65968004, + "TP": 74296, + "n_pred": 76174, + "n_ref": 81298 + }, + "9": { + "Dice": 0.8824727538038274, + "FN": 12028, + "FP": 3436, + "IoU": 0.7896655377375171, + "TN": 65977659, + "TP": 58057, + "n_pred": 61493, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9682341768471919, + "FN": 3774, + "FP": 6060, + "IoU": 0.9384243547518565, + "TN": 113312834, + "TP": 149872, + "n_pred": 155932, + "n_ref": 153646 + }, + "10": { + "Dice": 0.7864929988036463, + "FN": 10552, + "FP": 27461, + "IoU": 0.6481157488405677, + "TN": 113364513, + "TP": 70014, + "n_pred": 97475, + "n_ref": 80566 + }, + "11": { + "Dice": 0.40276748208549545, + "FN": 2415, + "FP": 2, + "IoU": 0.2521658415841584, + "TN": 113469308, + "TP": 815, + "n_pred": 817, + "n_ref": 3230 + }, + "12": { + "Dice": 0.0, + "FN": 4083, + "FP": 0, + "IoU": 0.0, + "TN": 113468457, + "TP": 0, + "n_pred": 0, + "n_ref": 4083 + }, + "13": { + "Dice": 0.49934430454590245, + "FN": 43939, + "FP": 22108, + "IoU": 0.332750747595571, + "TN": 113373556, + "TP": 32937, + "n_pred": 55045, + "n_ref": 76876 + }, + "14": { + "Dice": 0.8785419288362626, + "FN": 55551, + "FP": 1973, + "IoU": 0.7833925774189662, + "TN": 113206972, + "TP": 208044, + "n_pred": 210017, + "n_ref": 263595 + }, + "15": { + "Dice": 0.3490917196032542, + "FN": 6221, + "FP": 52185, + "IoU": 0.21145433925581897, + "TN": 113398472, + "TP": 15662, + "n_pred": 67847, + "n_ref": 21883 + }, + "2": { + "Dice": 0.9235291799661111, + "FN": 9906, + "FP": 9500, + "IoU": 0.8579230971974112, + "TN": 113335952, + "TP": 117182, + "n_pred": 126682, + "n_ref": 127088 + }, + "3": { + "Dice": 0.9444628580205495, + "FN": 3469, + "FP": 10271, + "IoU": 0.8947698953060021, + "TN": 113341969, + "TP": 116831, + "n_pred": 127102, + "n_ref": 120300 + }, + "4": { + "Dice": 0.8197063621533442, + "FN": 5968, + "FP": 5084, + "IoU": 0.6944935869084475, + "TN": 113436364, + "TP": 25124, + "n_pred": 30208, + "n_ref": 31092 + }, + "5": { + "Dice": 0.538975326104039, + "FN": 19108, + "FP": 4360, + "IoU": 0.36890227504974993, + "TN": 113435354, + "TP": 13718, + "n_pred": 18078, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9503101177145505, + "FN": 66889, + "FP": 45712, + "IoU": 0.9053246427844733, + "TN": 112283202, + "TP": 1076737, + "n_pred": 1122449, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.7969914273199424, + "FN": 58815, + "FP": 22292, + "IoU": 0.6624985435842807, + "TN": 113232224, + "TP": 159209, + "n_pred": 181501, + "n_ref": 218024 + }, + "8": { + "Dice": 0.8796123300855941, + "FN": 43675, + "FP": 3105, + "IoU": 0.7850964034197143, + "TN": 113254861, + "TP": 170899, + "n_pred": 174004, + "n_ref": 214574 + }, + "9": { + "Dice": 0.8575100150876646, + "FN": 23828, + "FP": 3560, + "IoU": 0.7505623912786091, + "TN": 113362741, + "TP": 82411, + "n_pred": 85971, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8189412446000546, + "FN": 4156, + "FP": 50246, + "IoU": 0.6933958542331233, + "TN": 75019294, + "TP": 123032, + "n_pred": 173278, + "n_ref": 127188 + }, + "10": { + "Dice": 0.7341198342839437, + "FN": 36086, + "FP": 10250, + "IoU": 0.5799283803998005, + "TN": 75086423, + "TP": 63969, + "n_pred": 74219, + "n_ref": 100055 + }, + "11": { + "Dice": 0.3966530981456355, + "FN": 2667, + "FP": 1, + "IoU": 0.24739069111424541, + "TN": 75193183, + "TP": 877, + "n_pred": 878, + "n_ref": 3544 + }, + "12": { + "Dice": 0.0, + "FN": 3106, + "FP": 0, + "IoU": 0.0, + "TN": 75193622, + "TP": 0, + "n_pred": 0, + "n_ref": 3106 + }, + "13": { + "Dice": 0.406540353434141, + "FN": 37408, + "FP": 14712, + "IoU": 0.2551306236780426, + "TN": 75126756, + "TP": 17852, + "n_pred": 32564, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9416341232227489, + "FN": 8878, + "FP": 6516, + "IoU": 0.8897056716246812, + "TN": 75057156, + "TP": 124178, + "n_pred": 130694, + "n_ref": 133056 + }, + "15": { + "Dice": 0.7571836826561722, + "FN": 18304, + "FP": 17297, + "IoU": 0.6092482630695102, + "TN": 75105619, + "TP": 55508, + "n_pred": 72805, + "n_ref": 73812 + }, + "2": { + "Dice": 0.863274952366994, + "FN": 4949, + "FP": 39829, + "IoU": 0.7594404241945621, + "TN": 75010587, + "TP": 141363, + "n_pred": 181192, + "n_ref": 146312 + }, + "3": { + "Dice": 0.8939870219483805, + "FN": 19252, + "FP": 11168, + "IoU": 0.808297045052085, + "TN": 75038045, + "TP": 128263, + "n_pred": 139431, + "n_ref": 147515 + }, + "4": { + "Dice": 0.8176222422020887, + "FN": 7230, + "FP": 681, + "IoU": 0.6915067852129153, + "TN": 75171084, + "TP": 17733, + "n_pred": 18414, + "n_ref": 24963 + }, + "5": { + "Dice": 0.5859159500243388, + "FN": 4090, + "FP": 1014, + "IoU": 0.4143430866322433, + "TN": 75188013, + "TP": 3611, + "n_pred": 4625, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9094655841937316, + "FN": 34697, + "FP": 208563, + "IoU": 0.833963211992107, + "TN": 73731631, + "TP": 1221837, + "n_pred": 1430400, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.8874387530663084, + "FN": 11809, + "FP": 23707, + "IoU": 0.7976538419904171, + "TN": 75021207, + "TP": 140005, + "n_pred": 163712, + "n_ref": 151814 + }, + "8": { + "Dice": 0.8622918174115785, + "FN": 15024, + "FP": 7243, + "IoU": 0.7579200278315322, + "TN": 75104746, + "TP": 69715, + "n_pred": 76958, + "n_ref": 84739 + }, + "9": { + "Dice": 0.7774488940031471, + "FN": 21156, + "FP": 10949, + "IoU": 0.6359234310857091, + "TN": 75108546, + "TP": 56077, + "n_pred": 67026, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9661987302414775, + "FN": 8267, + "FP": 6257, + "IoU": 0.9346077998793368, + "TN": 86705766, + "TP": 207582, + "n_pred": 213839, + "n_ref": 215849 + }, + "10": { + "Dice": 0.681063942657636, + "FN": 13623, + "FP": 38081, + "IoU": 0.5163737384130429, + "TN": 86820963, + "TP": 55205, + "n_pred": 93286, + "n_ref": 68828 + }, + "11": { + "Dice": 0.11632947976878613, + "FN": 2429, + "FP": 17, + "IoU": 0.06175680859225163, + "TN": 86925265, + "TP": 161, + "n_pred": 178, + "n_ref": 2590 + }, + "12": { + "Dice": 0.0, + "FN": 4915, + "FP": 0, + "IoU": 0.0, + "TN": 86922957, + "TP": 0, + "n_pred": 0, + "n_ref": 4915 + }, + "13": { + "Dice": 0.47710744226713986, + "FN": 32170, + "FP": 18663, + "IoU": 0.31329028423214095, + "TN": 86853848, + "TP": 23191, + "n_pred": 41854, + "n_ref": 55361 + }, + "14": { + "Dice": 0.7538002012575937, + "FN": 12489, + "FP": 33752, + "IoU": 0.6048790908314108, + "TN": 86810842, + "TP": 70789, + "n_pred": 104541, + "n_ref": 83278 + }, + "15": { + "Dice": 0.7399411869129304, + "FN": 66784, + "FP": 604, + "IoU": 0.5872275001990727, + "TN": 86764615, + "TP": 95869, + "n_pred": 96473, + "n_ref": 162653 + }, + "2": { + "Dice": 0.8811030971574034, + "FN": 20381, + "FP": 7643, + "IoU": 0.787474784244134, + "TN": 86796010, + "TP": 103838, + "n_pred": 111481, + "n_ref": 124219 + }, + "3": { + "Dice": 0.9154038606268942, + "FN": 12837, + "FP": 16276, + "IoU": 0.8440043509245715, + "TN": 86741245, + "TP": 157514, + "n_pred": 173790, + "n_ref": 170351 + }, + "4": { + "Dice": 0.44418754014129735, + "FN": 4419, + "FP": 25870, + "IoU": 0.2855019815059445, + "TN": 86885480, + "TP": 12103, + "n_pred": 37973, + "n_ref": 16522 + }, + "5": { + "Dice": 0.7578985376421736, + "FN": 1275, + "FP": 1407, + "IoU": 0.6101744186046512, + "TN": 86920992, + "TP": 4198, + "n_pred": 5605, + "n_ref": 5473 + }, + "6": { + "Dice": 0.9183004645497596, + "FN": 31360, + "FP": 172014, + "IoU": 0.8489422750537943, + "TN": 85581539, + "TP": 1142959, + "n_pred": 1314973, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.8059207790260476, + "FN": 311041, + "FP": 31962, + "IoU": 0.6749307456909747, + "TN": 85872703, + "TP": 712166, + "n_pred": 744128, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9421172395367905, + "FN": 3256, + "FP": 3027, + "IoU": 0.8905686667247235, + "TN": 86870457, + "TP": 51132, + "n_pred": 54159, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8032955144386806, + "FN": 7323, + "FP": 13950, + "IoU": 0.671256374594344, + "TN": 86863162, + "TP": 43437, + "n_pred": 57387, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5889694502260546, + "FN": 11212, + "FP": 96612, + "IoU": 0.41740375523436446, + "TN": 37564525, + "TP": 77251, + "n_pred": 173863, + "n_ref": 88463 + }, + "10": { + "Dice": 0.6620707700978221, + "FN": 26351, + "FP": 7227, + "IoU": 0.4948473770516466, + "TN": 37683129, + "TP": 32893, + "n_pred": 40120, + "n_ref": 59244 + }, + "11": { + "Dice": 0.25067567567567567, + "FN": 2217, + "FP": 1, + "IoU": 0.1432985708767864, + "TN": 37747011, + "TP": 371, + "n_pred": 372, + "n_ref": 2588 + }, + "12": { + "Dice": 0.0, + "FN": 2917, + "FP": 0, + "IoU": 0.0, + "TN": 37746683, + "TP": 0, + "n_pred": 0, + "n_ref": 2917 + }, + "13": { + "Dice": 0.5277163735691255, + "FN": 26145, + "FP": 7398, + "IoU": 0.35843390777116846, + "TN": 37697317, + "TP": 18740, + "n_pred": 26138, + "n_ref": 44885 + }, + "14": { + "Dice": 0.3925201393790685, + "FN": 12690, + "FP": 258407, + "IoU": 0.24418355028562985, + "TN": 37390919, + "TP": 87584, + "n_pred": 345991, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 25616, + "IoU": 0.0, + "TN": 37723984, + "TP": 0, + "n_pred": 25616, + "n_ref": 0 + }, + "2": { + "Dice": 0.7098069717905311, + "FN": 30420, + "FP": 26663, + "IoU": 0.5501556404901691, + "TN": 37622705, + "TP": 69812, + "n_pred": 96475, + "n_ref": 100232 + }, + "3": { + "Dice": 0.8126418414360416, + "FN": 23350, + "FP": 6783, + "IoU": 0.684411721581031, + "TN": 37654118, + "TP": 65349, + "n_pred": 72132, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 0, + "IoU": 0.0, + "TN": 37737906, + "TP": 0, + "n_pred": 0, + "n_ref": 11694 + }, + "5": { + "Dice": 0.5642714184259797, + "FN": 5679, + "FP": 1070, + "IoU": 0.39302095512186347, + "TN": 37738481, + "TP": 4370, + "n_pred": 5440, + "n_ref": 10049 + }, + "6": { + "Dice": 0.8588803758534136, + "FN": 174342, + "FP": 12369, + "IoU": 0.7526646266343441, + "TN": 36994710, + "TP": 568179, + "n_pred": 580548, + "n_ref": 742521 + }, + "7": { + "Dice": 0.7529269451764807, + "FN": 110011, + "FP": 44402, + "IoU": 0.6037552830319407, + "TN": 37359909, + "TP": 235278, + "n_pred": 279680, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9409448566426616, + "FN": 4721, + "FP": 4488, + "IoU": 0.8884757914113401, + "TN": 37667026, + "TP": 73365, + "n_pred": 77853, + "n_ref": 78086 + }, + "9": { + "Dice": 0.8039208671698923, + "FN": 9827, + "FP": 12097, + "IoU": 0.6721301668959742, + "TN": 37682732, + "TP": 44944, + "n_pred": 57041, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9301639287915131, + "FN": 8592, + "FP": 19853, + "IoU": 0.8694452858939407, + "TN": 75688810, + "TP": 189433, + "n_pred": 209286, + "n_ref": 198025 + }, + "10": { + "Dice": 0.8448661522664428, + "FN": 14963, + "FP": 21448, + "IoU": 0.7314010873494198, + "TN": 75771129, + "TP": 99148, + "n_pred": 120596, + "n_ref": 114111 + }, + "11": { + "Dice": 0.5290849673202614, + "FN": 2723, + "FP": 159, + "IoU": 0.3596978449233504, + "TN": 75902187, + "TP": 1619, + "n_pred": 1778, + "n_ref": 4342 + }, + "12": { + "Dice": 0.0, + "FN": 4584, + "FP": 0, + "IoU": 0.0, + "TN": 75902104, + "TP": 0, + "n_pred": 0, + "n_ref": 4584 + }, + "13": { + "Dice": 0.5340072154150526, + "FN": 25441, + "FP": 2588, + "IoU": 0.36426319490122255, + "TN": 75862599, + "TP": 16060, + "n_pred": 18648, + "n_ref": 41501 + }, + "14": { + "Dice": 0.8843591382776336, + "FN": 8861, + "FP": 21167, + "IoU": 0.7926915987214095, + "TN": 75761841, + "TP": 114819, + "n_pred": 135986, + "n_ref": 123680 + }, + "15": { + "Dice": 0.7066031999838758, + "FN": 82095, + "FP": 5246, + "IoU": 0.5463158714905332, + "TN": 75714173, + "TP": 105174, + "n_pred": 110420, + "n_ref": 187269 + }, + "2": { + "Dice": 0.8691287846746406, + "FN": 38593, + "FP": 7821, + "IoU": 0.7685479769016725, + "TN": 75706154, + "TP": 154120, + "n_pred": 161941, + "n_ref": 192713 + }, + "3": { + "Dice": 0.879706519186641, + "FN": 13355, + "FP": 51702, + "IoU": 0.7852464860796599, + "TN": 75603750, + "TP": 237881, + "n_pred": 289583, + "n_ref": 251236 + }, + "4": { + "Dice": 0.7923768812895182, + "FN": 7933, + "FP": 3724, + "IoU": 0.6561458364060058, + "TN": 75872787, + "TP": 22244, + "n_pred": 25968, + "n_ref": 30177 + }, + "5": { + "Dice": 0.8388157894736842, + "FN": 1214, + "FP": 2020, + "IoU": 0.7223796033994334, + "TN": 75895039, + "TP": 8415, + "n_pred": 10435, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9572025003471408, + "FN": 66301, + "FP": 80409, + "IoU": 0.917917908957192, + "TN": 74119331, + "TP": 1640647, + "n_pred": 1721056, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.7968431530549367, + "FN": 55191, + "FP": 56245, + "IoU": 0.6622936611117677, + "TN": 75576709, + "TP": 218543, + "n_pred": 274788, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9476399220687212, + "FN": 6141, + "FP": 3319, + "IoU": 0.9004901857656786, + "TN": 75811622, + "TP": 85606, + "n_pred": 88925, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8829180915160397, + "FN": 12682, + "FP": 4574, + "IoU": 0.7903790087463557, + "TN": 75824368, + "TP": 65064, + "n_pred": 69638, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9398989433119126, + "FN": 3343, + "FP": 8385, + "IoU": 0.886612589792426, + "TN": 61284317, + "TP": 91705, + "n_pred": 100090, + "n_ref": 95048 + }, + "10": { + "Dice": 0.7454940166693286, + "FN": 15039, + "FP": 27986, + "IoU": 0.5942530578372108, + "TN": 61281711, + "TP": 63014, + "n_pred": 91000, + "n_ref": 78053 + }, + "11": { + "Dice": 0.5605680868838764, + "FN": 2000, + "FP": 104, + "IoU": 0.3894370284387696, + "TN": 61384304, + "TP": 1342, + "n_pred": 1446, + "n_ref": 3342 + }, + "12": { + "Dice": 0.0, + "FN": 3369, + "FP": 0, + "IoU": 0.0, + "TN": 61384381, + "TP": 0, + "n_pred": 0, + "n_ref": 3369 + }, + "13": { + "Dice": 0.4151428066851831, + "FN": 26526, + "FP": 9903, + "IoU": 0.26194335264800034, + "TN": 61338392, + "TP": 12929, + "n_pred": 22832, + "n_ref": 39455 + }, + "14": { + "Dice": 0.8639143942008974, + "FN": 3891, + "FP": 15821, + "IoU": 0.7604307191210607, + "TN": 61305469, + "TP": 62569, + "n_pred": 78390, + "n_ref": 66460 + }, + "15": { + "Dice": 0.8897731988965113, + "FN": 6285, + "FP": 2745, + "IoU": 0.8014337232826106, + "TN": 61342274, + "TP": 36446, + "n_pred": 39191, + "n_ref": 42731 + }, + "2": { + "Dice": 0.9564044566031392, + "FN": 8007, + "FP": 3403, + "IoU": 0.9164512656791172, + "TN": 61251183, + "TP": 125157, + "n_pred": 128560, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9445199275362319, + "FN": 4319, + "FP": 10871, + "IoU": 0.8948723449903454, + "TN": 61243259, + "TP": 129301, + "n_pred": 140172, + "n_ref": 133620 + }, + "4": { + "Dice": 0.6641764146924867, + "FN": 8841, + "FP": 1408, + "IoU": 0.49720368916797486, + "TN": 61367366, + "TP": 10135, + "n_pred": 11543, + "n_ref": 18976 + }, + "5": { + "Dice": 0.27538230516993045, + "FN": 23202, + "FP": 443, + "IoU": 0.15967730471248845, + "TN": 61359612, + "TP": 4493, + "n_pred": 4936, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9600284669840063, + "FN": 61200, + "FP": 16533, + "IoU": 0.923129563171651, + "TN": 60376529, + "TP": 933488, + "n_pred": 950021, + "n_ref": 994688 + }, + "7": { + "Dice": 0.6487696719928663, + "FN": 45538, + "FP": 100198, + "IoU": 0.48013255663799836, + "TN": 61107417, + "TP": 134597, + "n_pred": 234795, + "n_ref": 180135 + }, + "8": { + "Dice": 0.8331373852783575, + "FN": 65256, + "FP": 7269, + "IoU": 0.7139978389633334, + "TN": 61134168, + "TP": 181057, + "n_pred": 188326, + "n_ref": 246313 + }, + "9": { + "Dice": 0.8406319880736876, + "FN": 16562, + "FP": 7384, + "IoU": 0.7250777832631083, + "TN": 61300649, + "TP": 63155, + "n_pred": 70539, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9737794142906218, + "FN": 4095, + "FP": 5675, + "IoU": 0.9488987337137597, + "TN": 39557611, + "TP": 181419, + "n_pred": 187094, + "n_ref": 185514 + }, + "10": { + "Dice": 0.7001095823694143, + "FN": 17332, + "FP": 12224, + "IoU": 0.5385912326714125, + "TN": 39684744, + "TP": 34500, + "n_pred": 46724, + "n_ref": 51832 + }, + "11": { + "Dice": 0.5349225268176401, + "FN": 1909, + "FP": 42, + "IoU": 0.3651155222909209, + "TN": 39745727, + "TP": 1122, + "n_pred": 1164, + "n_ref": 3031 + }, + "12": { + "Dice": 0.0011554015020219526, + "FN": 3458, + "FP": 0, + "IoU": 0.0005780346820809249, + "TN": 39745340, + "TP": 2, + "n_pred": 2, + "n_ref": 3460 + }, + "13": { + "Dice": 0.6545802897856544, + "FN": 16479, + "FP": 12367, + "IoU": 0.4865249741891844, + "TN": 39692622, + "TP": 27332, + "n_pred": 39699, + "n_ref": 43811 + }, + "14": { + "Dice": 0.4467875026447563, + "FN": 14328, + "FP": 32736, + "IoU": 0.2876538164646052, + "TN": 39682731, + "TP": 19005, + "n_pred": 51741, + "n_ref": 33333 + }, + "15": { + "Dice": 0.7694655923626978, + "FN": 10126, + "FP": 14795, + "IoU": 0.6253100990813549, + "TN": 39682289, + "TP": 41590, + "n_pred": 56385, + "n_ref": 51716 + }, + "2": { + "Dice": 0.9127932281433935, + "FN": 5646, + "FP": 15793, + "IoU": 0.839576474109548, + "TN": 39615160, + "TP": 112201, + "n_pred": 127994, + "n_ref": 117847 + }, + "3": { + "Dice": 0.9171224622230463, + "FN": 15559, + "FP": 5897, + "IoU": 0.846930913449191, + "TN": 39608628, + "TP": 118716, + "n_pred": 124613, + "n_ref": 134275 + }, + "4": { + "Dice": 0.40734004546930824, + "FN": 17502, + "FP": 746, + "IoU": 0.2557608385333823, + "TN": 39724281, + "TP": 6271, + "n_pred": 7017, + "n_ref": 23773 + }, + "5": { + "Dice": 0.8172984199985164, + "FN": 1015, + "FP": 1448, + "IoU": 0.6910436527847467, + "TN": 39740828, + "TP": 5509, + "n_pred": 6957, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9675499363649527, + "FN": 39256, + "FP": 20356, + "IoU": 0.9371396936704189, + "TN": 38800475, + "TP": 888713, + "n_pred": 909069, + "n_ref": 927969 + }, + "7": { + "Dice": 0.7670366281112013, + "FN": 274609, + "FP": 3276, + "IoU": 0.6221082033736041, + "TN": 39013444, + "TP": 457471, + "n_pred": 460747, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9519678022699009, + "FN": 927, + "FP": 3978, + "IoU": 0.9083383166392585, + "TN": 39695288, + "TP": 48607, + "n_pred": 52585, + "n_ref": 49534 + }, + "9": { + "Dice": 0.8840670513877439, + "FN": 1415, + "FP": 9132, + "IoU": 0.7922223754457162, + "TN": 39698039, + "TP": 40214, + "n_pred": 49346, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8569932700323283, + "FN": 12657, + "FP": 15477, + "IoU": 0.7497709747138296, + "TN": 101284175, + "TP": 84299, + "n_pred": 99776, + "n_ref": 96956 + }, + "10": { + "Dice": 0.6718848585135891, + "FN": 25952, + "FP": 29172, + "IoU": 0.5058935310093848, + "TN": 101285045, + "TP": 56439, + "n_pred": 85611, + "n_ref": 82391 + }, + "11": { + "Dice": 0.2415382170665819, + "FN": 4769, + "FP": 4, + "IoU": 0.13735767214892464, + "TN": 101391075, + "TP": 760, + "n_pred": 764, + "n_ref": 5529 + }, + "12": { + "Dice": 0.0, + "FN": 5225, + "FP": 0, + "IoU": 0.0, + "TN": 101391383, + "TP": 0, + "n_pred": 0, + "n_ref": 5225 + }, + "13": { + "Dice": 0.8133562807128785, + "FN": 14028, + "FP": 2456, + "IoU": 0.6854258506517051, + "TN": 101344207, + "TP": 35917, + "n_pred": 38373, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9485015950571019, + "FN": 15600, + "FP": 1770, + "IoU": 0.9020475833328634, + "TN": 101219277, + "TP": 159961, + "n_pred": 161731, + "n_ref": 175561 + }, + "15": { + "Dice": 0.8483605725307075, + "FN": 5981, + "FP": 1488, + "IoU": 0.7366546787955716, + "TN": 101368246, + "TP": 20893, + "n_pred": 22381, + "n_ref": 26874 + }, + "2": { + "Dice": 0.8333530507822898, + "FN": 12680, + "FP": 54934, + "IoU": 0.7143146873534371, + "TN": 101159935, + "TP": 169059, + "n_pred": 223993, + "n_ref": 181739 + }, + "3": { + "Dice": 0.6917257911417861, + "FN": 59687, + "FP": 36120, + "IoU": 0.5287315048008815, + "TN": 101193312, + "TP": 107489, + "n_pred": 143609, + "n_ref": 167176 + }, + "4": { + "Dice": 0.7011042010407412, + "FN": 4622, + "FP": 88, + "IoU": 0.5397693961305452, + "TN": 101386374, + "TP": 5524, + "n_pred": 5612, + "n_ref": 10146 + }, + "5": { + "Dice": 0.6319180175591047, + "FN": 17427, + "FP": 7141, + "IoU": 0.46190069430755415, + "TN": 101350951, + "TP": 21089, + "n_pred": 28230, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9432888681120624, + "FN": 79058, + "FP": 131541, + "IoU": 0.8926648349268043, + "TN": 99434539, + "TP": 1751470, + "n_pred": 1883011, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.704197932652094, + "FN": 198769, + "FP": 21550, + "IoU": 0.5434456005255207, + "TN": 100914039, + "TP": 262250, + "n_pred": 283800, + "n_ref": 461019 + }, + "8": { + "Dice": 0.7653385308785345, + "FN": 86676, + "FP": 16985, + "IoU": 0.619877229523586, + "TN": 101123904, + "TP": 169043, + "n_pred": 186028, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9114144805757352, + "FN": 6137, + "FP": 9508, + "IoU": 0.8372465592393397, + "TN": 101300481, + "TP": 80482, + "n_pred": 89990, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8230888056114282, + "FN": 40626, + "FP": 35190, + "IoU": 0.6993635624640641, + "TN": 73631319, + "TP": 176369, + "n_pred": 211559, + "n_ref": 216995 + }, + "10": { + "Dice": 0.09570739391552624, + "FN": 66120, + "FP": 117578, + "IoU": 0.05025876465083575, + "TN": 73690085, + "TP": 9721, + "n_pred": 127299, + "n_ref": 75841 + }, + "11": { + "Dice": 0.4033169996230682, + "FN": 4654, + "FP": 95, + "IoU": 0.2525967894239849, + "TN": 73877150, + "TP": 1605, + "n_pred": 1700, + "n_ref": 6259 + }, + "12": { + "Dice": 0.0, + "FN": 5541, + "FP": 0, + "IoU": 0.0, + "TN": 73877963, + "TP": 0, + "n_pred": 0, + "n_ref": 5541 + }, + "13": { + "Dice": 0.011560424192984501, + "FN": 60743, + "FP": 24075, + "IoU": 0.00581381719295778, + "TN": 73798190, + "TP": 496, + "n_pred": 24571, + "n_ref": 61239 + }, + "14": { + "Dice": 0.601007593457944, + "FN": 18828, + "FP": 90464, + "IoU": 0.4296003256682985, + "TN": 73691898, + "TP": 82314, + "n_pred": 172778, + "n_ref": 101142 + }, + "15": { + "Dice": 0.6094092424964269, + "FN": 119843, + "FP": 11333, + "IoU": 0.43823766209294757, + "TN": 73649996, + "TP": 102332, + "n_pred": 113665, + "n_ref": 222175 + }, + "2": { + "Dice": 0.6597803112214892, + "FN": 62601, + "FP": 69870, + "IoU": 0.49229265675302775, + "TN": 73622584, + "TP": 128449, + "n_pred": 198319, + "n_ref": 191050 + }, + "3": { + "Dice": 0.7225373962473531, + "FN": 59915, + "FP": 38097, + "IoU": 0.5656035598418636, + "TN": 73657876, + "TP": 127616, + "n_pred": 165713, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 18597, + "IoU": 0.0, + "TN": 73817019, + "TP": 0, + "n_pred": 18597, + "n_ref": 47888 + }, + "5": { + "Dice": 0.0671171951712586, + "FN": 14547, + "FP": 1604, + "IoU": 0.03472388238106622, + "TN": 73866772, + "TP": 581, + "n_pred": 2185, + "n_ref": 15128 + }, + "6": { + "Dice": 0.6854400128961191, + "FN": 425708, + "FP": 745100, + "IoU": 0.5214216312838018, + "TN": 71437075, + "TP": 1275621, + "n_pred": 2020721, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.25337303610405904, + "FN": 99294, + "FP": 332729, + "IoU": 0.14506419592818923, + "TN": 73378176, + "TP": 73305, + "n_pred": 406034, + "n_ref": 172599 + }, + "8": { + "Dice": 0.692073554569759, + "FN": 32722, + "FP": 8857, + "IoU": 0.5291379778945461, + "TN": 73795200, + "TP": 46725, + "n_pred": 55582, + "n_ref": 79447 + }, + "9": { + "Dice": 0.7820092154783859, + "FN": 12366, + "FP": 31017, + "IoU": 0.6420485486559184, + "TN": 73762306, + "TP": 77815, + "n_pred": 108832, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9571522882637307, + "FN": 7562, + "FP": 8534, + "IoU": 0.9178255631113562, + "TN": 69299900, + "TP": 179780, + "n_pred": 188314, + "n_ref": 187342 + }, + "10": { + "Dice": 0.6199220522869225, + "FN": 24447, + "FP": 28312, + "IoU": 0.44919350629012894, + "TN": 69399991, + "TP": 43026, + "n_pred": 71338, + "n_ref": 67473 + }, + "11": { + "Dice": 0.5642504118616145, + "FN": 2091, + "FP": 25, + "IoU": 0.3930005737234653, + "TN": 69492290, + "TP": 1370, + "n_pred": 1395, + "n_ref": 3461 + }, + "12": { + "Dice": 0.0, + "FN": 3152, + "FP": 0, + "IoU": 0.0, + "TN": 69492624, + "TP": 0, + "n_pred": 0, + "n_ref": 3152 + }, + "13": { + "Dice": 0.6093818944627292, + "FN": 35696, + "FP": 18305, + "IoU": 0.4382093775683239, + "TN": 69399653, + "TP": 42122, + "n_pred": 60427, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9428126180581791, + "FN": 11280, + "FP": 5674, + "IoU": 0.8918122124447224, + "TN": 69339067, + "TP": 139755, + "n_pred": 145429, + "n_ref": 151035 + }, + "15": { + "Dice": 0.7280369774509052, + "FN": 22723, + "FP": 30526, + "IoU": 0.5723727534090362, + "TN": 69371254, + "TP": 71273, + "n_pred": 101799, + "n_ref": 93996 + }, + "2": { + "Dice": 0.8062380924321882, + "FN": 6482, + "FP": 62573, + "IoU": 0.6753759584060022, + "TN": 69283053, + "TP": 143668, + "n_pred": 206241, + "n_ref": 150150 + }, + "3": { + "Dice": 0.9154593247112252, + "FN": 24206, + "FP": 3196, + "IoU": 0.8440986544533895, + "TN": 69320011, + "TP": 148363, + "n_pred": 151559, + "n_ref": 172569 + }, + "4": { + "Dice": 0.15393331514782718, + "FN": 33451, + "FP": 6870, + "IoU": 0.08338448248425742, + "TN": 69451787, + "TP": 3668, + "n_pred": 10538, + "n_ref": 37119 + }, + "5": { + "Dice": 0.8147031734070167, + "FN": 4498, + "FP": 2141, + "IoU": 0.687341056795705, + "TN": 69474542, + "TP": 14595, + "n_pred": 16736, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9258043661505153, + "FN": 162986, + "FP": 43249, + "IoU": 0.8618582472103383, + "TN": 68002853, + "TP": 1286688, + "n_pred": 1329937, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.8414845198282923, + "FN": 39729, + "FP": 63223, + "IoU": 0.7263472385397672, + "TN": 69119562, + "TP": 273262, + "n_pred": 336485, + "n_ref": 312991 + }, + "8": { + "Dice": 0.8009395313268148, + "FN": 15371, + "FP": 21071, + "IoU": 0.6679725937534167, + "TN": 69386020, + "TP": 73314, + "n_pred": 94385, + "n_ref": 88685 + }, + "9": { + "Dice": 0.7567140079744291, + "FN": 22959, + "FP": 13956, + "IoU": 0.6086403392525842, + "TN": 69401451, + "TP": 57410, + "n_pred": 71366, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8567945497051537, + "FN": 5972, + "FP": 59694, + "IoU": 0.7494668167337517, + "TN": 50571447, + "TP": 196439, + "n_pred": 256133, + "n_ref": 202411 + }, + "10": { + "Dice": 0.7483755892470378, + "FN": 17100, + "FP": 22400, + "IoU": 0.5979234527687296, + "TN": 50735312, + "TP": 58740, + "n_pred": 81140, + "n_ref": 75840 + }, + "11": { + "Dice": 0.6186569431783653, + "FN": 3675, + "FP": 90, + "IoU": 0.4478662560492741, + "TN": 50826733, + "TP": 3054, + "n_pred": 3144, + "n_ref": 6729 + }, + "12": { + "Dice": 0.0, + "FN": 6299, + "FP": 0, + "IoU": 0.0, + "TN": 50827253, + "TP": 0, + "n_pred": 0, + "n_ref": 6299 + }, + "13": { + "Dice": 0.49731263470930076, + "FN": 20921, + "FP": 34354, + "IoU": 0.3309488361959403, + "TN": 50750935, + "TP": 27342, + "n_pred": 61696, + "n_ref": 48263 + }, + "14": { + "Dice": 0.6248346383496013, + "FN": 24523, + "FP": 6956, + "IoU": 0.45437054755342937, + "TN": 50775859, + "TP": 26214, + "n_pred": 33170, + "n_ref": 50737 + }, + "15": { + "Dice": 0.7937944408532643, + "FN": 6512, + "FP": 8162, + "IoU": 0.6580921757770632, + "TN": 50790634, + "TP": 28244, + "n_pred": 36406, + "n_ref": 34756 + }, + "2": { + "Dice": 0.8999778290868943, + "FN": 11136, + "FP": 33527, + "IoU": 0.8181451727830552, + "TN": 50587955, + "TP": 200934, + "n_pred": 234461, + "n_ref": 212070 + }, + "3": { + "Dice": 0.8866860287373892, + "FN": 29114, + "FP": 15364, + "IoU": 0.7964384276358244, + "TN": 50615053, + "TP": 174021, + "n_pred": 189385, + "n_ref": 203135 + }, + "4": { + "Dice": 0.7661098629155677, + "FN": 6201, + "FP": 982, + "IoU": 0.6208898506359846, + "TN": 50814605, + "TP": 11764, + "n_pred": 12746, + "n_ref": 17965 + }, + "5": { + "Dice": 0.8168702425208001, + "FN": 3615, + "FP": 523, + "IoU": 0.6904316600583527, + "TN": 50820185, + "TP": 9229, + "n_pred": 9752, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9411759015419576, + "FN": 55959, + "FP": 211595, + "IoU": 0.8888878737389762, + "TN": 48425588, + "TP": 2140410, + "n_pred": 2352005, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.8213404986085292, + "FN": 44347, + "FP": 35708, + "IoU": 0.6968428945245786, + "TN": 50569481, + "TP": 184016, + "n_pred": 219724, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9549422781548829, + "FN": 6556, + "FP": 2538, + "IoU": 0.913769888680283, + "TN": 50728090, + "TP": 96368, + "n_pred": 98906, + "n_ref": 102924 + }, + "9": { + "Dice": 0.8666589718137537, + "FN": 21261, + "FP": 7620, + "IoU": 0.764693900829409, + "TN": 50710814, + "TP": 93857, + "n_pred": 101477, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9606937959911678, + "FN": 10508, + "FP": 5976, + "IoU": 0.9243606862785586, + "TN": 76666931, + "TP": 201445, + "n_pred": 207421, + "n_ref": 211953 + }, + "10": { + "Dice": 0.7139679211063251, + "FN": 14570, + "FP": 25804, + "IoU": 0.5551711600542071, + "TN": 76794097, + "TP": 50389, + "n_pred": 76193, + "n_ref": 64959 + }, + "11": { + "Dice": 0.4575569358178054, + "FN": 1990, + "FP": 106, + "IoU": 0.2966442953020134, + "TN": 76881880, + "TP": 884, + "n_pred": 990, + "n_ref": 2874 + }, + "12": { + "Dice": 0.0, + "FN": 2609, + "FP": 0, + "IoU": 0.0, + "TN": 76882251, + "TP": 0, + "n_pred": 0, + "n_ref": 2609 + }, + "13": { + "Dice": 0.44238167781249194, + "FN": 25650, + "FP": 17542, + "IoU": 0.2840116038126813, + "TN": 76824535, + "TP": 17133, + "n_pred": 34675, + "n_ref": 42783 + }, + "14": { + "Dice": 0.914706680038096, + "FN": 8997, + "FP": 4526, + "IoU": 0.8428197826465973, + "TN": 76798825, + "TP": 72512, + "n_pred": 77038, + "n_ref": 81509 + }, + "15": { + "Dice": 0.7496199654648228, + "FN": 14619, + "FP": 2346, + "IoU": 0.5995137036425013, + "TN": 76842499, + "TP": 25396, + "n_pred": 27742, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9014670924000957, + "FN": 7765, + "FP": 13250, + "IoU": 0.8206100028169735, + "TN": 76767713, + "TP": 96132, + "n_pred": 109382, + "n_ref": 103897 + }, + "3": { + "Dice": 0.7633469007410794, + "FN": 10577, + "FP": 43263, + "IoU": 0.6172684168248349, + "TN": 76744187, + "TP": 86833, + "n_pred": 130096, + "n_ref": 97410 + }, + "4": { + "Dice": 0.6589620986947773, + "FN": 7035, + "FP": 11438, + "IoU": 0.49138215859030837, + "TN": 76848540, + "TP": 17847, + "n_pred": 29285, + "n_ref": 24882 + }, + "5": { + "Dice": 0.8391961425196596, + "FN": 2789, + "FP": 2180, + "IoU": 0.722943964315584, + "TN": 76866925, + "TP": 12966, + "n_pred": 15146, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9182689059508965, + "FN": 30136, + "FP": 165838, + "IoU": 0.8488883337111626, + "TN": 75587978, + "TP": 1100908, + "n_pred": 1266746, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.6162041585893725, + "FN": 45134, + "FP": 99392, + "IoU": 0.44529990635122896, + "TN": 76624312, + "TP": 116022, + "n_pred": 215414, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9469603970964987, + "FN": 6337, + "FP": 1613, + "IoU": 0.8992638021262307, + "TN": 76805941, + "TP": 70969, + "n_pred": 72582, + "n_ref": 77306 + }, + "9": { + "Dice": 0.895577388414332, + "FN": 14969, + "FP": 2940, + "IoU": 0.8109009893672062, + "TN": 76790153, + "TP": 76798, + "n_pred": 79738, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8643427195854001, + "FN": 11829, + "FP": 23561, + "IoU": 0.7610946845423738, + "TN": 130851798, + "TP": 112744, + "n_pred": 136305, + "n_ref": 124573 + }, + "10": { + "Dice": 0.4227844101916003, + "FN": 10728, + "FP": 117157, + "IoU": 0.2680574633699634, + "TN": 130825212, + "TP": 46835, + "n_pred": 163992, + "n_ref": 57563 + }, + "11": { + "Dice": 0.5696266397578204, + "FN": 3310, + "FP": 102, + "IoU": 0.3982363315696649, + "TN": 130994262, + "TP": 2258, + "n_pred": 2360, + "n_ref": 5568 + }, + "12": { + "Dice": 0.006279863481228669, + "FN": 7279, + "FP": 0, + "IoU": 0.0031498219665844975, + "TN": 130992630, + "TP": 23, + "n_pred": 23, + "n_ref": 7302 + }, + "13": { + "Dice": 0.219394787188085, + "FN": 67752, + "FP": 8140, + "IoU": 0.12321360490774864, + "TN": 130913375, + "TP": 10665, + "n_pred": 18805, + "n_ref": 78417 + }, + "14": { + "Dice": 0.32806818622738226, + "FN": 755884, + "FP": 23399, + "IoU": 0.1962210321766145, + "TN": 130030408, + "TP": 190241, + "n_pred": 213640, + "n_ref": 946125 + }, + "15": { + "Dice": 0.23412720442643276, + "FN": 18984, + "FP": 22403, + "IoU": 0.1325844109571815, + "TN": 130952219, + "TP": 6326, + "n_pred": 28729, + "n_ref": 25310 + }, + "2": { + "Dice": 0.8853501339705989, + "FN": 35468, + "FP": 12028, + "IoU": 0.7942854172892764, + "TN": 130769049, + "TP": 183387, + "n_pred": 195415, + "n_ref": 218855 + }, + "3": { + "Dice": 0.9033144957304982, + "FN": 28412, + "FP": 26096, + "IoU": 0.823676881123903, + "TN": 130690795, + "TP": 254629, + "n_pred": 280725, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 10274, + "IoU": 0.0, + "TN": 130987378, + "TP": 0, + "n_pred": 10274, + "n_ref": 2280 + }, + "5": { + "Dice": 0.4775888717156105, + "FN": 15685, + "FP": 1891, + "IoU": 0.31370558375634516, + "TN": 130974322, + "TP": 8034, + "n_pred": 9925, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8708488037889139, + "FN": 56818, + "FP": 363238, + "IoU": 0.7712419795604728, + "TN": 129163686, + "TP": 1416190, + "n_pred": 1779428, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.4488578654377334, + "FN": 82758, + "FP": 215147, + "IoU": 0.2893724923308859, + "TN": 130580718, + "TP": 121309, + "n_pred": 336456, + "n_ref": 204067 + }, + "8": { + "Dice": 0.8729161306640038, + "FN": 25934, + "FP": 3209, + "IoU": 0.7744908381824935, + "TN": 130870700, + "TP": 100089, + "n_pred": 103298, + "n_ref": 126023 + }, + "9": { + "Dice": 0.7527485640642154, + "FN": 9908, + "FP": 21172, + "IoU": 0.6035259149647281, + "TN": 130921541, + "TP": 47311, + "n_pred": 68483, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9498269291283522, + "FN": 3085, + "FP": 2655, + "IoU": 0.9044479957384471, + "TN": 74366626, + "TP": 54332, + "n_pred": 56987, + "n_ref": 57417 + }, + "10": { + "Dice": 0.6096834726508584, + "FN": 39462, + "FP": 10874, + "IoU": 0.43852134435409207, + "TN": 74337049, + "TP": 39313, + "n_pred": 50187, + "n_ref": 78775 + }, + "11": { + "Dice": 0.4406451612903226, + "FN": 1705, + "FP": 29, + "IoU": 0.28258171286719075, + "TN": 74424281, + "TP": 683, + "n_pred": 712, + "n_ref": 2388 + }, + "12": { + "Dice": 0.0, + "FN": 2457, + "FP": 0, + "IoU": 0.0, + "TN": 74424241, + "TP": 0, + "n_pred": 0, + "n_ref": 2457 + }, + "13": { + "Dice": 0.35251227942514096, + "FN": 79105, + "FP": 9876, + "IoU": 0.2139695944453769, + "TN": 74313495, + "TP": 24222, + "n_pred": 34098, + "n_ref": 103327 + }, + "14": { + "Dice": 0.8871586245296406, + "FN": 22716, + "FP": 14979, + "IoU": 0.7972013299331805, + "TN": 74240824, + "TP": 148179, + "n_pred": 163158, + "n_ref": 170895 + }, + "15": { + "Dice": 0.4633853097312395, + "FN": 9692, + "FP": 19319, + "IoU": 0.3015624623829357, + "TN": 74385161, + "TP": 12526, + "n_pred": 31845, + "n_ref": 22218 + }, + "2": { + "Dice": 0.8564800151372429, + "FN": 14644, + "FP": 20247, + "IoU": 0.7489856115107913, + "TN": 74287698, + "TP": 104109, + "n_pred": 124356, + "n_ref": 118753 + }, + "3": { + "Dice": 0.8751839753024374, + "FN": 21483, + "FP": 9810, + "IoU": 0.7780685517329419, + "TN": 74285695, + "TP": 109710, + "n_pred": 119520, + "n_ref": 131193 + }, + "4": { + "Dice": 0.5421974522292994, + "FN": 18883, + "FP": 667, + "IoU": 0.3719279082468596, + "TN": 74395571, + "TP": 11577, + "n_pred": 12244, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9595002194683621, + "FN": 18654, + "FP": 54699, + "IoU": 0.9221532165803152, + "TN": 73484424, + "TP": 868921, + "n_pred": 923620, + "n_ref": 887575 + }, + "7": { + "Dice": 0.7502941019987113, + "FN": 23594, + "FP": 60886, + "IoU": 0.600376539151084, + "TN": 74215299, + "TP": 126919, + "n_pred": 187805, + "n_ref": 150513 + }, + "8": { + "Dice": 0.9216733882550296, + "FN": 3124, + "FP": 3693, + "IoU": 0.8547256259989344, + "TN": 74379773, + "TP": 40108, + "n_pred": 43801, + "n_ref": 43232 + }, + "9": { + "Dice": 0.8563613513713314, + "FN": 4812, + "FP": 4903, + "IoU": 0.7488041370394312, + "TN": 74388023, + "TP": 28960, + "n_pred": 33863, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9711727240542, + "FN": 4616, + "FP": 3445, + "IoU": 0.9439609026319814, + "TN": 106502842, + "TP": 135785, + "n_pred": 139230, + "n_ref": 140401 + }, + "10": { + "Dice": 0.7694849265043305, + "FN": 19694, + "FP": 28027, + "IoU": 0.6253356363350867, + "TN": 106519318, + "TP": 79649, + "n_pred": 107676, + "n_ref": 99343 + }, + "11": { + "Dice": 0.281862304511954, + "FN": 3867, + "FP": 128, + "IoU": 0.16405105670642395, + "TN": 106641909, + "TP": 784, + "n_pred": 912, + "n_ref": 4651 + }, + "12": { + "Dice": 0.02598339949476723, + "FN": 5398, + "FP": 0, + "IoU": 0.01316270566727605, + "TN": 106641218, + "TP": 72, + "n_pred": 72, + "n_ref": 5470 + }, + "13": { + "Dice": 0.6425519630484988, + "FN": 18685, + "FP": 6079, + "IoU": 0.4733528986431883, + "TN": 106599666, + "TP": 22258, + "n_pred": 28337, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9454974258678708, + "FN": 4507, + "FP": 3073, + "IoU": 0.8966288457342352, + "TN": 106573360, + "TP": 65748, + "n_pred": 68821, + "n_ref": 70255 + }, + "15": { + "Dice": 0.6098957953800189, + "FN": 5637, + "FP": 21130, + "IoU": 0.4387410622549328, + "TN": 106598997, + "TP": 20924, + "n_pred": 42054, + "n_ref": 26561 + }, + "2": { + "Dice": 0.785165692794171, + "FN": 60162, + "FP": 9069, + "IoU": 0.6463150473582573, + "TN": 106450946, + "TP": 126511, + "n_pred": 135580, + "n_ref": 186673 + }, + "3": { + "Dice": 0.7589622678013584, + "FN": 3385, + "FP": 90054, + "IoU": 0.6115545467395009, + "TN": 106406142, + "TP": 147107, + "n_pred": 237161, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8686316006813607, + "FN": 1669, + "FP": 876, + "IoU": 0.7677707820056574, + "TN": 106635729, + "TP": 8414, + "n_pred": 9290, + "n_ref": 10083 + }, + "5": { + "Dice": 0.49065579340808696, + "FN": 2998, + "FP": 0, + "IoU": 0.325078793336335, + "TN": 106642246, + "TP": 1444, + "n_pred": 1444, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9746409361114178, + "FN": 23333, + "FP": 41676, + "IoU": 0.9505362271975043, + "TN": 105332413, + "TP": 1249266, + "n_pred": 1290942, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.9077189015673369, + "FN": 39362, + "FP": 21123, + "IoU": 0.8310304946866165, + "TN": 106288724, + "TP": 297479, + "n_pred": 318602, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9365845190130708, + "FN": 6291, + "FP": 2476, + "IoU": 0.8807324472499217, + "TN": 106573181, + "TP": 64740, + "n_pred": 67216, + "n_ref": 71031 + }, + "9": { + "Dice": 0.8568449785798233, + "FN": 17281, + "FP": 5375, + "IoU": 0.7495439923059065, + "TN": 106556229, + "TP": 67803, + "n_pred": 73178, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9573083966743918, + "FN": 7072, + "FP": 6099, + "IoU": 0.918112693744832, + "TN": 107966085, + "TP": 147672, + "n_pred": 153771, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8112900611013903, + "FN": 8578, + "FP": 25179, + "IoU": 0.6824962377727615, + "TN": 108020608, + "TP": 72563, + "n_pred": 97742, + "n_ref": 81141 + }, + "11": { + "Dice": 0.5233160621761658, + "FN": 1926, + "FP": 98, + "IoU": 0.3543859649122807, + "TN": 108123793, + "TP": 1111, + "n_pred": 1209, + "n_ref": 3037 + }, + "12": { + "Dice": 0.03413306950284442, + "FN": 3905, + "FP": 0, + "IoU": 0.017362858580775038, + "TN": 108122954, + "TP": 69, + "n_pred": 69, + "n_ref": 3974 + }, + "13": { + "Dice": 0.7150985840942172, + "FN": 31488, + "FP": 5113, + "IoU": 0.5565396498455201, + "TN": 108044393, + "TP": 45934, + "n_pred": 51047, + "n_ref": 77422 + }, + "14": { + "Dice": 0.846718338731002, + "FN": 4990, + "FP": 7647, + "IoU": 0.7341817416912074, + "TN": 108079388, + "TP": 34903, + "n_pred": 42550, + "n_ref": 39893 + }, + "15": { + "Dice": 0.794844764851906, + "FN": 3857, + "FP": 8209, + "IoU": 0.6595372460496614, + "TN": 108091488, + "TP": 23374, + "n_pred": 31583, + "n_ref": 27231 + }, + "2": { + "Dice": 0.9097022310183519, + "FN": 28602, + "FP": 3518, + "IoU": 0.834361269828173, + "TN": 107933012, + "TP": 161796, + "n_pred": 165314, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9242187366618781, + "FN": 10767, + "FP": 20304, + "IoU": 0.8591139929264533, + "TN": 107906388, + "TP": 189469, + "n_pred": 209773, + "n_ref": 200236 + }, + "4": { + "Dice": 0.7511514910680418, + "FN": 12516, + "FP": 1261, + "IoU": 0.6014752675730403, + "TN": 108092358, + "TP": 20793, + "n_pred": 22054, + "n_ref": 33309 + }, + "5": { + "Dice": 0.07306163021868788, + "FN": 3730, + "FP": 0, + "IoU": 0.037915914366778436, + "TN": 108123051, + "TP": 147, + "n_pred": 147, + "n_ref": 3877 + }, + "6": { + "Dice": 0.969725676423812, + "FN": 48325, + "FP": 41029, + "IoU": 0.9412305579525604, + "TN": 106606512, + "TP": 1431062, + "n_pred": 1472091, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.8856810560390781, + "FN": 27927, + "FP": 31049, + "IoU": 0.7948182706926483, + "TN": 107839495, + "TP": 228457, + "n_pred": 259506, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9352719237414638, + "FN": 3385, + "FP": 2122, + "IoU": 0.8784138829399687, + "TN": 108081635, + "TP": 39786, + "n_pred": 41908, + "n_ref": 43171 + }, + "9": { + "Dice": 0.8976166387474499, + "FN": 7618, + "FP": 4728, + "IoU": 0.8142508951945355, + "TN": 108060462, + "TP": 54120, + "n_pred": 58848, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7377783558593884, + "FN": 28065, + "FP": 40480, + "IoU": 0.5845077679377838, + "TN": 62405187, + "TP": 96428, + "n_pred": 136908, + "n_ref": 124493 + }, + "10": { + "Dice": 0.7686011007062711, + "FN": 17738, + "FP": 7195, + "IoU": 0.6241690658868573, + "TN": 62503819, + "TP": 41408, + "n_pred": 48603, + "n_ref": 59146 + }, + "11": { + "Dice": 0.4778181818181818, + "FN": 1395, + "FP": 41, + "IoU": 0.31390348781653127, + "TN": 62568067, + "TP": 657, + "n_pred": 698, + "n_ref": 2052 + }, + "12": { + "Dice": 0.06923076923076923, + "FN": 4114, + "FP": 0, + "IoU": 0.035856573705179286, + "TN": 62565893, + "TP": 153, + "n_pred": 153, + "n_ref": 4267 + }, + "13": { + "Dice": 0.6541906340747005, + "FN": 12310, + "FP": 18771, + "IoU": 0.48609457671957673, + "TN": 62509680, + "TP": 29399, + "n_pred": 48170, + "n_ref": 41709 + }, + "14": { + "Dice": 0.8942508609829085, + "FN": 61280, + "FP": 8054, + "IoU": 0.8087285166487351, + "TN": 62207670, + "TP": 293156, + "n_pred": 301210, + "n_ref": 354436 + }, + "15": { + "Dice": 0.4232375664695555, + "FN": 57950, + "FP": 33051, + "IoU": 0.2684218988664684, + "TN": 62445770, + "TP": 33389, + "n_pred": 66440, + "n_ref": 91339 + }, + "2": { + "Dice": 0.8734899860104615, + "FN": 31832, + "FP": 7325, + "IoU": 0.7753947813717111, + "TN": 62395823, + "TP": 135180, + "n_pred": 142505, + "n_ref": 167012 + }, + "3": { + "Dice": 0.8966940862339404, + "FN": 12945, + "FP": 30194, + "IoU": 0.812733871037758, + "TN": 62339798, + "TP": 187223, + "n_pred": 217417, + "n_ref": 200168 + }, + "4": { + "Dice": 0.8498697216592911, + "FN": 2931, + "FP": 4329, + "IoU": 0.7389334388147722, + "TN": 62542351, + "TP": 20549, + "n_pred": 24878, + "n_ref": 23480 + }, + "5": { + "Dice": 0.17649025069637883, + "FN": 7383, + "FP": 8, + "IoU": 0.09678601979714041, + "TN": 62561977, + "TP": 792, + "n_pred": 800, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9159421486590316, + "FN": 37735, + "FP": 222863, + "IoU": 0.8449199897644027, + "TN": 60889750, + "TP": 1419812, + "n_pred": 1642675, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.7848494674016164, + "FN": 24009, + "FP": 65570, + "IoU": 0.6458866176220613, + "TN": 62317193, + "TP": 163388, + "n_pred": 228958, + "n_ref": 187397 + }, + "8": { + "Dice": 0.908825946722472, + "FN": 4330, + "FP": 8871, + "IoU": 0.8328881574783215, + "TN": 62491165, + "TP": 65794, + "n_pred": 74665, + "n_ref": 70124 + }, + "9": { + "Dice": 0.8494504044193895, + "FN": 4542, + "FP": 11428, + "IoU": 0.7382996853696906, + "TN": 62509136, + "TP": 45054, + "n_pred": 56482, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8065056729054727, + "FN": 77621, + "FP": 19827, + "IoU": 0.6757515763554993, + "TN": 55080713, + "TP": 203087, + "n_pred": 222914, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8141142188239396, + "FN": 11194, + "FP": 18660, + "IoU": 0.6865030610423295, + "TN": 55286019, + "TP": 65375, + "n_pred": 84035, + "n_ref": 76569 + }, + "11": { + "Dice": 0.45161290322580644, + "FN": 3039, + "FP": 89, + "IoU": 0.2916666666666667, + "TN": 55376832, + "TP": 1288, + "n_pred": 1377, + "n_ref": 4327 + }, + "12": { + "Dice": 0.0, + "FN": 4728, + "FP": 0, + "IoU": 0.0, + "TN": 55376520, + "TP": 0, + "n_pred": 0, + "n_ref": 4728 + }, + "13": { + "Dice": 0.5908972352634324, + "FN": 27685, + "FP": 9959, + "IoU": 0.4193428968070338, + "TN": 55316418, + "TP": 27186, + "n_pred": 37145, + "n_ref": 54871 + }, + "14": { + "Dice": 0.9002712912958596, + "FN": 6417, + "FP": 13250, + "IoU": 0.8186303441661441, + "TN": 55272812, + "TP": 88769, + "n_pred": 102019, + "n_ref": 95186 + }, + "15": { + "Dice": 0.8303310004027299, + "FN": 11574, + "FP": 19602, + "IoU": 0.7098854468132625, + "TN": 55273787, + "TP": 76285, + "n_pred": 95887, + "n_ref": 87859 + }, + "2": { + "Dice": 0.8173408978786384, + "FN": 49574, + "FP": 15590, + "IoU": 0.6911043904473876, + "TN": 55170290, + "TP": 145794, + "n_pred": 161384, + "n_ref": 195368 + }, + "3": { + "Dice": 0.8353695620376144, + "FN": 21121, + "FP": 43034, + "IoU": 0.7172829550111712, + "TN": 55154325, + "TP": 162768, + "n_pred": 205802, + "n_ref": 183889 + }, + "4": { + "Dice": 0.5077480378345743, + "FN": 4886, + "FP": 6, + "IoU": 0.34025623735670935, + "TN": 55373833, + "TP": 2523, + "n_pred": 2529, + "n_ref": 7409 + }, + "5": { + "Dice": 0.6662048262325366, + "FN": 2755, + "FP": 136, + "IoU": 0.49948060941828254, + "TN": 55375472, + "TP": 2885, + "n_pred": 3021, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9382052810833327, + "FN": 62917, + "FP": 126232, + "IoU": 0.8836032656487206, + "TN": 53756211, + "TP": 1435888, + "n_pred": 1562120, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.8505751168549534, + "FN": 30130, + "FP": 20859, + "IoU": 0.7400006118952436, + "TN": 55185136, + "TP": 145123, + "n_pred": 165982, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9250446542485328, + "FN": 3549, + "FP": 3501, + "IoU": 0.8605424010444483, + "TN": 55330695, + "TP": 43503, + "n_pred": 47004, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8580076148248108, + "FN": 6409, + "FP": 8322, + "IoU": 0.7513251629021912, + "TN": 55322010, + "TP": 44507, + "n_pred": 52829, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.968708571912109, + "FN": 13990, + "FP": 3760, + "IoU": 0.9393160318496815, + "TN": 110854116, + "TP": 274749, + "n_pred": 278509, + "n_ref": 288739 + }, + "10": { + "Dice": 0.7872977763816277, + "FN": 12099, + "FP": 25819, + "IoU": 0.6492094770244141, + "TN": 111038522, + "TP": 70175, + "n_pred": 95994, + "n_ref": 82274 + }, + "11": { + "Dice": 0.7740921238798931, + "FN": 1172, + "FP": 265, + "IoU": 0.631443959989741, + "TN": 111142716, + "TP": 2462, + "n_pred": 2727, + "n_ref": 3634 + }, + "12": { + "Dice": 0.07384424449270865, + "FN": 2985, + "FP": 0, + "IoU": 0.038337628865979384, + "TN": 111143511, + "TP": 119, + "n_pred": 119, + "n_ref": 3104 + }, + "13": { + "Dice": 0.5377363487103437, + "FN": 32135, + "FP": 20233, + "IoU": 0.36774240283965376, + "TN": 111063788, + "TP": 30459, + "n_pred": 50692, + "n_ref": 62594 + }, + "14": { + "Dice": 0.7805750762140578, + "FN": 13847, + "FP": 1484, + "IoU": 0.6401173708920188, + "TN": 111104015, + "TP": 27269, + "n_pred": 28753, + "n_ref": 41116 + }, + "15": { + "Dice": 0.6554605197978931, + "FN": 5516, + "FP": 15350, + "IoU": 0.4874981578818097, + "TN": 111105901, + "TP": 19848, + "n_pred": 35198, + "n_ref": 25364 + }, + "2": { + "Dice": 0.8694863625436298, + "FN": 13023, + "FP": 29866, + "IoU": 0.7691073630035585, + "TN": 110960862, + "TP": 142864, + "n_pred": 172730, + "n_ref": 155887 + }, + "3": { + "Dice": 0.8810027469556377, + "FN": 40904, + "FP": 14112, + "IoU": 0.7873144858566608, + "TN": 110887942, + "TP": 203657, + "n_pred": 217769, + "n_ref": 244561 + }, + "4": { + "Dice": 0.6678627968337731, + "FN": 3018, + "FP": 12717, + "IoU": 0.5013468546981461, + "TN": 111115060, + "TP": 15820, + "n_pred": 28537, + "n_ref": 18838 + }, + "5": { + "Dice": 0.6377848436671966, + "FN": 2360, + "FP": 374, + "IoU": 0.46819684886208907, + "TN": 111141474, + "TP": 2407, + "n_pred": 2781, + "n_ref": 4767 + }, + "6": { + "Dice": 0.975056012041584, + "FN": 27478, + "FP": 53194, + "IoU": 0.9513261441572005, + "TN": 109489216, + "TP": 1576727, + "n_pred": 1629921, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.3435068298501065, + "FN": 292155, + "FP": 38646, + "IoU": 0.20736990410834175, + "TN": 110729269, + "TP": 86545, + "n_pred": 125191, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9102530383563823, + "FN": 6139, + "FP": 8534, + "IoU": 0.8352884388716141, + "TN": 111057532, + "TP": 74410, + "n_pred": 82944, + "n_ref": 80549 + }, + "9": { + "Dice": 0.8580254182783329, + "FN": 8494, + "FP": 7179, + "IoU": 0.7513524661685149, + "TN": 111083582, + "TP": 47360, + "n_pred": 54539, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9549143505221451, + "FN": 7695, + "FP": 10671, + "IoU": 0.9137187473574429, + "TN": 96908163, + "TP": 194496, + "n_pred": 205167, + "n_ref": 202191 + }, + "10": { + "Dice": 0.7266653616150645, + "FN": 16864, + "FP": 26421, + "IoU": 0.5706790184681915, + "TN": 97020203, + "TP": 57537, + "n_pred": 83958, + "n_ref": 74401 + }, + "11": { + "Dice": 0.37707948243992606, + "FN": 2994, + "FP": 39, + "IoU": 0.23234624145785876, + "TN": 97117074, + "TP": 918, + "n_pred": 957, + "n_ref": 3912 + }, + "12": { + "Dice": 0.03532911863146151, + "FN": 5188, + "FP": 0, + "IoU": 0.017982207079311, + "TN": 97115742, + "TP": 95, + "n_pred": 95, + "n_ref": 5283 + }, + "13": { + "Dice": 0.759140059057209, + "FN": 15636, + "FP": 7040, + "IoU": 0.611785451370461, + "TN": 97062614, + "TP": 35735, + "n_pred": 42775, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9087320852723275, + "FN": 18192, + "FP": 4931, + "IoU": 0.832730508253881, + "TN": 96982787, + "TP": 115115, + "n_pred": 120046, + "n_ref": 133307 + }, + "15": { + "Dice": 0.8838644573467687, + "FN": 8063, + "FP": 7819, + "IoU": 0.7918970622919888, + "TN": 97044707, + "TP": 60436, + "n_pred": 68255, + "n_ref": 68499 + }, + "2": { + "Dice": 0.8536732684831395, + "FN": 39486, + "FP": 4363, + "IoU": 0.7447032726468208, + "TN": 96949268, + "TP": 127908, + "n_pred": 132271, + "n_ref": 167394 + }, + "3": { + "Dice": 0.8939603513684687, + "FN": 8826, + "FP": 41235, + "IoU": 0.8082534405294949, + "TN": 96859946, + "TP": 211018, + "n_pred": 252253, + "n_ref": 219844 + }, + "4": { + "Dice": 0.7104447776111944, + "FN": 6571, + "FP": 2120, + "IoU": 0.5509223376220741, + "TN": 97101672, + "TP": 10662, + "n_pred": 12782, + "n_ref": 17233 + }, + "5": { + "Dice": 0.2716017372139755, + "FN": 10363, + "FP": 874, + "IoU": 0.15714071407140714, + "TN": 97107693, + "TP": 2095, + "n_pred": 2969, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9149711935499666, + "FN": 45989, + "FP": 240550, + "IoU": 0.8432690340669787, + "TN": 95292803, + "TP": 1541683, + "n_pred": 1782233, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.8703734183048705, + "FN": 62356, + "FP": 16402, + "IoU": 0.7704965803821463, + "TN": 96777858, + "TP": 264409, + "n_pred": 280811, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9197714711930426, + "FN": 11322, + "FP": 4167, + "IoU": 0.8514600815152241, + "TN": 97016750, + "TP": 88786, + "n_pred": 92953, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9176218329733394, + "FN": 8142, + "FP": 7533, + "IoU": 0.8477830216162675, + "TN": 97018047, + "TP": 87303, + "n_pred": 94836, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9679505575598557, + "FN": 8254, + "FP": 4254, + "IoU": 0.9378916530115696, + "TN": 78855015, + "TP": 188882, + "n_pred": 193136, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8642583328591161, + "FN": 9481, + "FP": 16758, + "IoU": 0.7609638334699826, + "TN": 78946635, + "TP": 83531, + "n_pred": 100289, + "n_ref": 93012 + }, + "11": { + "Dice": 0.4212176639665534, + "FN": 2203, + "FP": 12, + "IoU": 0.26679907315458457, + "TN": 79053384, + "TP": 806, + "n_pred": 818, + "n_ref": 3009 + }, + "12": { + "Dice": 0.0, + "FN": 3004, + "FP": 0, + "IoU": 0.0, + "TN": 79053401, + "TP": 0, + "n_pred": 0, + "n_ref": 3004 + }, + "13": { + "Dice": 0.6810495732048436, + "FN": 27736, + "FP": 7612, + "IoU": 0.5163572181099237, + "TN": 78983318, + "TP": 37739, + "n_pred": 45351, + "n_ref": 65475 + }, + "14": { + "Dice": 0.6609712434000318, + "FN": 8710, + "FP": 21212, + "IoU": 0.49361990184464377, + "TN": 78997315, + "TP": 29168, + "n_pred": 50380, + "n_ref": 37878 + }, + "15": { + "Dice": 0.749492742313095, + "FN": 12121, + "FP": 5534, + "IoU": 0.5993509735396905, + "TN": 79012339, + "TP": 26411, + "n_pred": 31945, + "n_ref": 38532 + }, + "2": { + "Dice": 0.9189170345257341, + "FN": 7310, + "FP": 11297, + "IoU": 0.8499967753377834, + "TN": 78932361, + "TP": 105437, + "n_pred": 116734, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9210074968078517, + "FN": 12102, + "FP": 6643, + "IoU": 0.853580997164572, + "TN": 78928382, + "TP": 109278, + "n_pred": 115921, + "n_ref": 121380 + }, + "4": { + "Dice": 0.6238204918641801, + "FN": 4284, + "FP": 779, + "IoU": 0.4532987798293921, + "TN": 79047144, + "TP": 4198, + "n_pred": 4977, + "n_ref": 8482 + }, + "5": { + "Dice": 0.45528948166110944, + "FN": 3456, + "FP": 138, + "IoU": 0.2947409733124019, + "TN": 79051309, + "TP": 1502, + "n_pred": 1640, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9503295759783681, + "FN": 43574, + "FP": 89714, + "IoU": 0.9053599627370119, + "TN": 77648037, + "TP": 1275080, + "n_pred": 1364794, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.7730916828146966, + "FN": 168761, + "FP": 10399, + "IoU": 0.6301136539593075, + "TN": 78572040, + "TP": 305205, + "n_pred": 315604, + "n_ref": 473966 + }, + "8": { + "Dice": 0.7536401456058243, + "FN": 2542, + "FP": 16408, + "IoU": 0.6046729946802962, + "TN": 79008470, + "TP": 28985, + "n_pred": 45393, + "n_ref": 31527 + }, + "9": { + "Dice": 0.9050831089781107, + "FN": 9434, + "FP": 3540, + "IoU": 0.8266226563857225, + "TN": 78981574, + "TP": 61857, + "n_pred": 65397, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.952903240695091, + "FN": 6317, + "FP": 16132, + "IoU": 0.910043157165011, + "TN": 122462387, + "TP": 227104, + "n_pred": 243236, + "n_ref": 233421 + }, + "10": { + "Dice": 0.7837979657203307, + "FN": 17039, + "FP": 34464, + "IoU": 0.6444636200469419, + "TN": 122567080, + "TP": 93357, + "n_pred": 127821, + "n_ref": 110396 + }, + "11": { + "Dice": 0.11833297343986181, + "FN": 3908, + "FP": 175, + "IoU": 0.06288730778058298, + "TN": 122707583, + "TP": 274, + "n_pred": 449, + "n_ref": 4182 + }, + "12": { + "Dice": 0.0, + "FN": 6290, + "FP": 0, + "IoU": 0.0, + "TN": 122705650, + "TP": 0, + "n_pred": 0, + "n_ref": 6290 + }, + "13": { + "Dice": 0.5318245623100042, + "FN": 22922, + "FP": 31443, + "IoU": 0.36223502223056436, + "TN": 122626697, + "TP": 30878, + "n_pred": 62321, + "n_ref": 53800 + }, + "14": { + "Dice": 0.8356515459732953, + "FN": 19169, + "FP": 15652, + "IoU": 0.7176988495869376, + "TN": 122588593, + "TP": 88526, + "n_pred": 104178, + "n_ref": 107695 + }, + "15": { + "Dice": 0.8051153849984563, + "FN": 10671, + "FP": 8896, + "IoU": 0.6738017837792781, + "TN": 122651955, + "TP": 40418, + "n_pred": 49314, + "n_ref": 51089 + }, + "2": { + "Dice": 0.6669497219215408, + "FN": 65468, + "FP": 5914, + "IoU": 0.5003185047775717, + "TN": 122569085, + "TP": 71473, + "n_pred": 77387, + "n_ref": 136941 + }, + "3": { + "Dice": 0.760173892684588, + "FN": 3019, + "FP": 87123, + "IoU": 0.6131294446852615, + "TN": 122478937, + "TP": 142861, + "n_pred": 229984, + "n_ref": 145880 + }, + "4": { + "Dice": 0.5825790284992073, + "FN": 25603, + "FP": 31534, + "IoU": 0.4110134111268027, + "TN": 122614931, + "TP": 39872, + "n_pred": 71406, + "n_ref": 65475 + }, + "5": { + "Dice": 0.1846990052302328, + "FN": 15408, + "FP": 492, + "IoU": 0.10174566408677475, + "TN": 122694239, + "TP": 1801, + "n_pred": 2293, + "n_ref": 17209 + }, + "6": { + "Dice": 0.910316234501228, + "FN": 40804, + "FP": 288253, + "IoU": 0.8353948763149246, + "TN": 120712871, + "TP": 1670012, + "n_pred": 1958265, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.5798629719310732, + "FN": 224852, + "FP": 269827, + "IoU": 0.40831480376197143, + "TN": 121875889, + "TP": 341372, + "n_pred": 611199, + "n_ref": 566224 + }, + "8": { + "Dice": 0.9123837035489553, + "FN": 9797, + "FP": 14528, + "IoU": 0.8388838108863543, + "TN": 122560962, + "TP": 126653, + "n_pred": 141181, + "n_ref": 136450 + }, + "9": { + "Dice": 0.7953263002944063, + "FN": 9911, + "FP": 23459, + "IoU": 0.6602006007840742, + "TN": 122613735, + "TP": 64835, + "n_pred": 88294, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/loop_001/summary_cross_val.json b/nnActive_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/loop_001/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..d3e244e580290af22997480bd9c8e4af2cd63148 --- /dev/null +++ b/nnActive_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/loop_001/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.3892024917619386, + "FN": 1437.68, + "FP": 1559.4244444444444, + "IoU": 0.32640736011882676, + "TN": 458920.251111111, + "TP": 5367.977777777777, + "n_pred": 6927.402222222221, + "n_ref": 6805.657777777779 + }, + "mean": { + "1": { + "Dice": 0.3165485070659029, + "FN": 3366.233333333333, + "FP": 983.5666666666667, + "IoU": 0.2691771135019996, + "TN": 458377.7, + "TP": 4557.833333333333, + "n_pred": 5541.4, + "n_ref": 7924.066666666667 + }, + "10": { + "Dice": 0.29714138549410174, + "FN": 1674.0666666666666, + "FP": 1195.9666666666667, + "IoU": 0.22267327180450053, + "TN": 462077.3333333333, + "TP": 2337.9666666666667, + "n_pred": 3533.9333333333334, + "n_ref": 4012.0333333333333 + }, + "11": { + "Dice": 0.10841414380321665, + "FN": 66.5, + "FP": 4.2, + "IoU": 0.06524591393012447, + "TN": 467211.86666666664, + "TP": 2.7666666666666666, + "n_pred": 6.966666666666667, + "n_ref": 69.26666666666667 + }, + "12": { + "Dice": 0.0, + "FN": 271.26666666666665, + "FP": 0.2, + "IoU": 0.0, + "TN": 467013.86666666664, + "TP": 0.0, + "n_pred": 0.2, + "n_ref": 271.26666666666665 + }, + "13": { + "Dice": 0.2818849368499499, + "FN": 1101.4666666666667, + "FP": 1388.1, + "IoU": 0.20667253634259722, + "TN": 463311.4, + "TP": 1484.3666666666666, + "n_pred": 2872.4666666666667, + "n_ref": 2585.8333333333335 + }, + "14": { + "Dice": 0.5833902094312062, + "FN": 1057.8333333333333, + "FP": 1545.6666666666667, + "IoU": 0.5269434036851522, + "TN": 456058.5, + "TP": 8623.333333333334, + "n_pred": 10169.0, + "n_ref": 9681.166666666666 + }, + "15": { + "Dice": 0.5644262422089612, + "FN": 1412.6666666666667, + "FP": 1529.1, + "IoU": 0.46129421098806356, + "TN": 460647.3, + "TP": 3696.266666666667, + "n_pred": 5225.366666666667, + "n_ref": 5108.933333333333 + }, + "2": { + "Dice": 0.2863401365695419, + "FN": 1653.1333333333334, + "FP": 2086.4666666666667, + "IoU": 0.24964224696030599, + "TN": 458036.26666666666, + "TP": 5509.466666666666, + "n_pred": 7595.933333333333, + "n_ref": 7162.6 + }, + "3": { + "Dice": 0.6132213293121371, + "FN": 1917.6333333333334, + "FP": 2029.6, + "IoU": 0.5277151437464929, + "TN": 453368.86666666664, + "TP": 9969.233333333334, + "n_pred": 11998.833333333334, + "n_ref": 11886.866666666667 + }, + "4": { + "Dice": 0.1578020534116396, + "FN": 165.86666666666667, + "FP": 500.73333333333335, + "IoU": 0.13113750629969473, + "TN": 466345.6, + "TP": 273.1333333333333, + "n_pred": 773.8666666666667, + "n_ref": 439.0 + }, + "5": { + "Dice": 0.21220662671854248, + "FN": 1105.2666666666667, + "FP": 45.8, + "IoU": 0.12691351992739539, + "TN": 465819.4666666667, + "TP": 314.8, + "n_pred": 360.6, + "n_ref": 1420.0666666666666 + }, + "6": { + "Dice": 0.5358968571677956, + "FN": 2302.5333333333333, + "FP": 8758.9, + "IoU": 0.4815192869248792, + "TN": 426396.6, + "TP": 29827.3, + "n_pred": 38586.2, + "n_ref": 32129.833333333332 + }, + "7": { + "Dice": 0.33487929023263324, + "FN": 4431.966666666666, + "FP": 2747.5, + "IoU": 0.2635639506195754, + "TN": 452155.3333333333, + "TP": 7950.533333333334, + "n_pred": 10698.033333333333, + "n_ref": 12382.5 + }, + "8": { + "Dice": 0.8531790215712267, + "FN": 490.6333333333333, + "FP": 234.66666666666666, + "IoU": 0.7593890161595027, + "TN": 463007.76666666666, + "TP": 3552.266666666667, + "n_pred": 3786.9333333333334, + "n_ref": 4042.9 + }, + "9": { + "Dice": 0.6927066365922241, + "FN": 548.1333333333333, + "FP": 340.9, + "IoU": 0.6042232808921179, + "TN": 463975.9, + "TP": 2420.4, + "n_pred": 2761.3, + "n_ref": 2968.5333333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 466, + "IoU": 0.0, + "TN": 349998, + "TP": 0, + "n_pred": 466, + "n_ref": 0 + }, + "3": { + "Dice": 0.9400214233569172, + "FN": 585, + "FP": 8206, + "IoU": 0.8868305870236869, + "TN": 272784, + "TP": 68889, + "n_pred": 77095, + "n_ref": 69474 + }, + "4": { + "Dice": 0.8496083550913838, + "FN": 33, + "FP": 543, + "IoU": 0.7385383567862006, + "TN": 348261, + "TP": 1627, + "n_pred": 2170, + "n_ref": 1660 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9639332519764419, + "FN": 4691, + "FP": 747, + "IoU": 0.9303775589895912, + "TN": 272357, + "TP": 72669, + "n_pred": 73416, + "n_ref": 77360 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 96, + "IoU": 0.0, + "TN": 350368, + "TP": 0, + "n_pred": 96, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.02666666666666667, + "FN": 6, + "FP": 140, + "IoU": 0.013513513513513514, + "TN": 350316, + "TP": 2, + "n_pred": 142, + "n_ref": 8 + }, + "10": { + "Dice": 0.07291666666666667, + "FN": 264, + "FP": 92, + "IoU": 0.03783783783783784, + "TN": 350094, + "TP": 14, + "n_pred": 106, + "n_ref": 278 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2290, + "IoU": 0.0, + "TN": 348174, + "TP": 0, + "n_pred": 2290, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1229, + "IoU": 0.0, + "TN": 349235, + "TP": 0, + "n_pred": 1229, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.516293219446557, + "FN": 1419, + "FP": 15117, + "IoU": 0.3479752375694965, + "TN": 325103, + "TP": 8825, + "n_pred": 23942, + "n_ref": 10244 + }, + "7": { + "Dice": 0.8887833082355594, + "FN": 10717, + "FP": 3094, + "IoU": 0.799828975592788, + "TN": 281468, + "TP": 55185, + "n_pred": 58279, + "n_ref": 65902 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4550566812460948, + "FN": 5772, + "FP": 333, + "IoU": 0.2945458747400046, + "TN": 517042, + "TP": 2549, + "n_pred": 2882, + "n_ref": 8321 + }, + "10": { + "Dice": 0.0, + "FN": 1307, + "FP": 0, + "IoU": 0.0, + "TN": 524389, + "TP": 0, + "n_pred": 0, + "n_ref": 1307 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 5387, + "IoU": 0.0, + "TN": 520309, + "TP": 0, + "n_pred": 5387, + "n_ref": 0 + }, + "3": { + "Dice": 0.37567171470444555, + "FN": 5092, + "FP": 20, + "IoU": 0.2312781954887218, + "TN": 519046, + "TP": 1538, + "n_pred": 1558, + "n_ref": 6630 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 6459, + "IoU": 0.0, + "TN": 519237, + "TP": 0, + "n_pred": 6459, + "n_ref": 0 + }, + "7": { + "Dice": 0.45472922241688, + "FN": 10262, + "FP": 18061, + "IoU": 0.294271547105873, + "TN": 485563, + "TP": 11810, + "n_pred": 29871, + "n_ref": 22072 + }, + "8": { + "Dice": 0.5775193798449613, + "FN": 184, + "FP": 34, + "IoU": 0.40599455040871935, + "TN": 525329, + "TP": 149, + "n_pred": 183, + "n_ref": 333 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5548004878898762, + "FN": 17249, + "FP": 5746, + "IoU": 0.38389197009886666, + "TN": 488373, + "TP": 14328, + "n_pred": 20074, + "n_ref": 31577 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0035163117796444617, + "FN": 4614, + "FP": 5588, + "IoU": 0.0017612524461839531, + "TN": 515476, + "TP": 18, + "n_pred": 5606, + "n_ref": 4632 + }, + "14": { + "Dice": 0.9441769088861736, + "FN": 1660, + "FP": 3000, + "IoU": 0.8942567337584243, + "TN": 481627, + "TP": 39409, + "n_pred": 42409, + "n_ref": 41069 + }, + "15": { + "Dice": 0.7647073431175346, + "FN": 6234, + "FP": 3241, + "IoU": 0.6190495336120939, + "TN": 500824, + "TP": 15397, + "n_pred": 18638, + "n_ref": 21631 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 1379, + "FP": 5587, + "IoU": 0.0, + "TN": 518730, + "TP": 0, + "n_pred": 5587, + "n_ref": 1379 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9305876014569986, + "FN": 19292, + "FP": 4414, + "IoU": 0.8701859102483367, + "TN": 343081, + "TP": 158909, + "n_pred": 163323, + "n_ref": 178201 + }, + "7": { + "Dice": 0.2259428770059672, + "FN": 12261, + "FP": 1100, + "IoU": 0.12735941479981713, + "TN": 510385, + "TP": 1950, + "n_pred": 3050, + "n_ref": 14211 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 274, + "IoU": 0.0, + "TN": 700654, + "TP": 0, + "n_pred": 274, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.24280618311533889, + "FN": 97, + "FP": 6271, + "IoU": 0.138178373257545, + "TN": 693539, + "TP": 1021, + "n_pred": 7292, + "n_ref": 1118 + }, + "14": { + "Dice": 0.7155552420918997, + "FN": 5812, + "FP": 10320, + "IoU": 0.5570930456030531, + "TN": 664505, + "TP": 20291, + "n_pred": 30611, + "n_ref": 26103 + }, + "15": { + "Dice": 0.852222917971196, + "FN": 2750, + "FP": 2442, + "IoU": 0.7424986361156574, + "TN": 680765, + "TP": 14971, + "n_pred": 17413, + "n_ref": 17721 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.7769357056745967, + "FN": 34955, + "FP": 1866, + "IoU": 0.6352370102531081, + "TN": 599983, + "TP": 64124, + "n_pred": 65990, + "n_ref": 99079 + }, + "8": { + "Dice": 0.7808164883075703, + "FN": 500, + "FP": 53, + "IoU": 0.6404421326397919, + "TN": 699390, + "TP": 985, + "n_pred": 1038, + "n_ref": 1485 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7008168123794278, + "FN": 6897, + "FP": 392, + "IoU": 0.5394287880702642, + "TN": 334638, + "TP": 8537, + "n_pred": 8929, + "n_ref": 15434 + }, + "10": { + "Dice": 0.7362625014046522, + "FN": 5776, + "FP": 5959, + "IoU": 0.5826071492086075, + "TN": 322349, + "TP": 16380, + "n_pred": 22339, + "n_ref": 22156 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 53, + "IoU": 0.0, + "TN": 350411, + "TP": 0, + "n_pred": 53, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1818, + "FP": 6, + "IoU": 0.0, + "TN": 348640, + "TP": 0, + "n_pred": 6, + "n_ref": 1818 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 335, + "IoU": 0.0, + "TN": 350129, + "TP": 0, + "n_pred": 335, + "n_ref": 0 + }, + "3": { + "Dice": 0.9443104622691876, + "FN": 1550, + "FP": 1475, + "IoU": 0.8944963727678571, + "TN": 321792, + "TP": 25647, + "n_pred": 27122, + "n_ref": 27197 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 23097, + "IoU": 0.0, + "TN": 327367, + "TP": 0, + "n_pred": 23097, + "n_ref": 0 + }, + "7": { + "Dice": 0.7914755637092817, + "FN": 18750, + "FP": 800, + "IoU": 0.6549106827649509, + "TN": 293812, + "TP": 37102, + "n_pred": 37902, + "n_ref": 55852 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 525659, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "10": { + "Dice": 0.07258819856384639, + "FN": 9007, + "FP": 2875, + "IoU": 0.03766097027618045, + "TN": 513349, + "TP": 465, + "n_pred": 3340, + "n_ref": 9472 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3588, + "FP": 0, + "IoU": 0.0, + "TN": 522108, + "TP": 0, + "n_pred": 0, + "n_ref": 3588 + }, + "13": { + "Dice": 0.5560375994215474, + "FN": 897, + "FP": 1559, + "IoU": 0.38507761642463695, + "TN": 521702, + "TP": 1538, + "n_pred": 3097, + "n_ref": 2435 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 23, + "FP": 0, + "IoU": 0.0, + "TN": 525673, + "TP": 0, + "n_pred": 0, + "n_ref": 23 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 525659, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "6": { + "Dice": 0.9875156634334246, + "FN": 2082, + "FP": 1146, + "IoU": 0.9753392005867253, + "TN": 394800, + "TP": 127668, + "n_pred": 128814, + "n_ref": 129750 + }, + "7": { + "Dice": 0.7691825869088631, + "FN": 1940, + "FP": 7641, + "IoU": 0.6249363867684479, + "TN": 500151, + "TP": 15964, + "n_pred": 23605, + "n_ref": 17904 + }, + "8": { + "Dice": 0.928228222569765, + "FN": 2455, + "FP": 1354, + "IoU": 0.8660689170182841, + "TN": 497256, + "TP": 24631, + "n_pred": 25985, + "n_ref": 27086 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8331450701952557, + "FN": 144, + "FP": 1924, + "IoU": 0.7140091273682755, + "TN": 343233, + "TP": 5163, + "n_pred": 7087, + "n_ref": 5307 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 8238, + "IoU": 0.0, + "TN": 342226, + "TP": 0, + "n_pred": 8238, + "n_ref": 0 + }, + "3": { + "Dice": 0.883530297417759, + "FN": 11247, + "FP": 8247, + "IoU": 0.7913607466232849, + "TN": 257030, + "TP": 73940, + "n_pred": 82187, + "n_ref": 85187 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 698, + "IoU": 0.0, + "TN": 349766, + "TP": 0, + "n_pred": 698, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9118971711957897, + "FN": 1685, + "FP": 56, + "IoU": 0.8380615756673798, + "TN": 514945, + "TP": 9010, + "n_pred": 9066, + "n_ref": 10695 + }, + "10": { + "Dice": 0.6017709097061643, + "FN": 2914, + "FP": 4147, + "IoU": 0.43038076798967406, + "TN": 513300, + "TP": 5335, + "n_pred": 9482, + "n_ref": 8249 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7978727066193935, + "FN": 6812, + "FP": 4932, + "IoU": 0.6637173209632621, + "TN": 490773, + "TP": 23179, + "n_pred": 28111, + "n_ref": 29991 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0639564336372847, + "FN": 17, + "FP": 14765, + "IoU": 0.033034604565971085, + "TN": 510409, + "TP": 505, + "n_pred": 15270, + "n_ref": 522 + }, + "3": { + "Dice": 0.8623130582511777, + "FN": 17694, + "FP": 3702, + "IoU": 0.7579528485451831, + "TN": 437300, + "TP": 67000, + "n_pred": 70702, + "n_ref": 84694 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.235, + "FN": 918, + "FP": 0, + "IoU": 0.13314447592067988, + "TN": 524637, + "TP": 141, + "n_pred": 141, + "n_ref": 1059 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5441, + "IoU": 0.0, + "TN": 520255, + "TP": 0, + "n_pred": 5441, + "n_ref": 0 + }, + "8": { + "Dice": 0.8872823541390897, + "FN": 2915, + "FP": 406, + "IoU": 0.7974011713030746, + "TN": 509304, + "TP": 13071, + "n_pred": 13477, + "n_ref": 15986 + }, + "9": { + "Dice": 0.9253923098100395, + "FN": 235, + "FP": 1391, + "IoU": 0.8611443210930828, + "TN": 513986, + "TP": 10084, + "n_pred": 11475, + "n_ref": 10319 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7990470608665451, + "FN": 36080, + "FP": 950, + "IoU": 0.6653441902919992, + "TN": 239813, + "TP": 73621, + "n_pred": 74571, + "n_ref": 109701 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 27185, + "IoU": 0.0, + "TN": 323279, + "TP": 0, + "n_pred": 27185, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9811864872287833, + "FN": 258, + "FP": 16, + "IoU": 0.9630677988947297, + "TN": 343045, + "TP": 7145, + "n_pred": 7161, + "n_ref": 7403 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.2674101610904585, + "FN": 5276, + "FP": 636, + "IoU": 0.1543412959519382, + "TN": 343473, + "TP": 1079, + "n_pred": 1715, + "n_ref": 6355 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 6967, + "IoU": 0.0, + "TN": 343497, + "TP": 0, + "n_pred": 6967, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.927781646010305, + "FN": 2291, + "FP": 302, + "IoU": 0.8652917034651151, + "TN": 331215, + "TP": 16656, + "n_pred": 16958, + "n_ref": 18947 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 268, + "IoU": 0.0, + "TN": 350196, + "TP": 0, + "n_pred": 268, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2490, + "IoU": 0.0, + "TN": 347974, + "TP": 0, + "n_pred": 2490, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2655, + "IoU": 0.0, + "TN": 347809, + "TP": 0, + "n_pred": 2655, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.801032480103248, + "FN": 901, + "FP": 24, + "IoU": 0.6681019016864012, + "TN": 347677, + "TP": 1862, + "n_pred": 1886, + "n_ref": 2763 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 629, + "IoU": 0.0, + "TN": 349835, + "TP": 0, + "n_pred": 629, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6875997412119905, + "FN": 8069, + "FP": 6417, + "IoU": 0.5239253319311161, + "TN": 495268, + "TP": 15942, + "n_pred": 22359, + "n_ref": 24011 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 75, + "FP": 0, + "IoU": 0.0, + "TN": 525621, + "TP": 0, + "n_pred": 0, + "n_ref": 75 + }, + "13": { + "Dice": 0.34302296740909766, + "FN": 17857, + "FP": 8631, + "IoU": 0.20701733377241566, + "TN": 492293, + "TP": 6915, + "n_pred": 15546, + "n_ref": 24772 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 11798, + "IoU": 0.0, + "TN": 513898, + "TP": 0, + "n_pred": 11798, + "n_ref": 0 + }, + "3": { + "Dice": 0.48327801889200916, + "FN": 3936, + "FP": 112, + "IoU": 0.31863322672950684, + "TN": 519755, + "TP": 1893, + "n_pred": 2005, + "n_ref": 5829 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9538363716054794, + "FN": 12097, + "FP": 2859, + "IoU": 0.9117468297662672, + "TN": 356229, + "TP": 154511, + "n_pred": 157370, + "n_ref": 166608 + }, + "7": { + "Dice": 0.46057511680554886, + "FN": 3065, + "FP": 8134, + "IoU": 0.29918648310387985, + "TN": 509716, + "TP": 4781, + "n_pred": 12915, + "n_ref": 7846 + }, + "8": { + "Dice": 0.8814128474597351, + "FN": 775, + "FP": 1132, + "IoU": 0.7879697576161886, + "TN": 516702, + "TP": 7087, + "n_pred": 8219, + "n_ref": 7862 + }, + "9": { + "Dice": 0.6289785668399229, + "FN": 2310, + "FP": 4043, + "IoU": 0.45876639972738115, + "TN": 513958, + "TP": 5385, + "n_pred": 9428, + "n_ref": 7695 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8301342953395937, + "FN": 34529, + "FP": 2481, + "IoU": 0.709597941056464, + "TN": 398252, + "TP": 90434, + "n_pred": 92915, + "n_ref": 124963 + }, + "10": { + "Dice": 0.0, + "FN": 722, + "FP": 0, + "IoU": 0.0, + "TN": 524974, + "TP": 0, + "n_pred": 0, + "n_ref": 722 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 49890, + "IoU": 0.0, + "TN": 475806, + "TP": 0, + "n_pred": 49890, + "n_ref": 0 + }, + "7": { + "Dice": 0.45169298669057306, + "FN": 23062, + "FP": 791, + "IoU": 0.2917334758596116, + "TN": 492018, + "TP": 9825, + "n_pred": 10616, + "n_ref": 32887 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.038150332728372656, + "FN": 50360, + "FP": 518, + "IoU": 0.019446104033765683, + "TN": 298577, + "TP": 1009, + "n_pred": 1527, + "n_ref": 51369 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2292, + "IoU": 0.0, + "TN": 348172, + "TP": 0, + "n_pred": 2292, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 62515, + "IoU": 0.0, + "TN": 287949, + "TP": 0, + "n_pred": 62515, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4200, + "IoU": 0.0, + "TN": 346264, + "TP": 0, + "n_pred": 4200, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6748050882232253, + "FN": 2898, + "FP": 272, + "IoU": 0.5092119523145998, + "TN": 519237, + "TP": 3289, + "n_pred": 3561, + "n_ref": 6187 + }, + "11": { + "Dice": 0.375, + "FN": 33, + "FP": 37, + "IoU": 0.23076923076923078, + "TN": 525605, + "TP": 21, + "n_pred": 58, + "n_ref": 54 + }, + "12": { + "Dice": 0.0, + "FN": 1264, + "FP": 0, + "IoU": 0.0, + "TN": 524432, + "TP": 0, + "n_pred": 0, + "n_ref": 1264 + }, + "13": { + "Dice": 0.13967310549777118, + "FN": 703, + "FP": 1034, + "IoU": 0.07507987220447285, + "TN": 523818, + "TP": 141, + "n_pred": 1175, + "n_ref": 844 + }, + "14": { + "Dice": 0.9662116871316428, + "FN": 1560, + "FP": 5245, + "IoU": 0.9346320471071919, + "TN": 421593, + "TP": 97298, + "n_pred": 102543, + "n_ref": 98858 + }, + "15": { + "Dice": 0.024275118004045852, + "FN": 2003, + "FP": 19702, + "IoU": 0.012286689419795221, + "TN": 503721, + "TP": 270, + "n_pred": 19972, + "n_ref": 2273 + }, + "2": { + "Dice": 0.7066666666666667, + "FN": 249, + "FP": 59, + "IoU": 0.5463917525773195, + "TN": 525017, + "TP": 371, + "n_pred": 430, + "n_ref": 620 + }, + "3": { + "Dice": 0.7906976744186046, + "FN": 191, + "FP": 178, + "IoU": 0.6538461538461539, + "TN": 524630, + "TP": 697, + "n_pred": 875, + "n_ref": 888 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7838989739542226, + "FN": 629, + "FP": 740, + "IoU": 0.6446002076843198, + "TN": 521844, + "TP": 2483, + "n_pred": 3223, + "n_ref": 3112 + }, + "7": { + "Dice": 0.13394725826705733, + "FN": 1584, + "FP": 485, + "IoU": 0.07178106774338268, + "TN": 523467, + "TP": 160, + "n_pred": 645, + "n_ref": 1744 + }, + "8": { + "Dice": 0.9572039942938659, + "FN": 228, + "FP": 852, + "IoU": 0.9179206566347469, + "TN": 512538, + "TP": 12078, + "n_pred": 12930, + "n_ref": 12306 + }, + "9": { + "Dice": 0.9275345002688332, + "FN": 942, + "FP": 1484, + "IoU": 0.8648618538324421, + "TN": 507744, + "TP": 15526, + "n_pred": 17010, + "n_ref": 16468 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9523605762373413, + "FN": 1415, + "FP": 589, + "IoU": 0.9090537780803267, + "TN": 503661, + "TP": 20031, + "n_pred": 20620, + "n_ref": 21446 + }, + "10": { + "Dice": 0.7592358032510027, + "FN": 2016, + "FP": 7108, + "IoU": 0.6119098256061251, + "TN": 502186, + "TP": 14386, + "n_pred": 21494, + "n_ref": 16402 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1393, + "FP": 0, + "IoU": 0.0, + "TN": 524303, + "TP": 0, + "n_pred": 0, + "n_ref": 1393 + }, + "13": { + "Dice": 0.13114754098360656, + "FN": 530, + "FP": 0, + "IoU": 0.07017543859649122, + "TN": 525126, + "TP": 40, + "n_pred": 40, + "n_ref": 570 + }, + "14": { + "Dice": 0.8923769067775335, + "FN": 1464, + "FP": 9253, + "IoU": 0.8056683832595923, + "TN": 470548, + "TP": 44431, + "n_pred": 53684, + "n_ref": 45895 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 4057, + "IoU": 0.0, + "TN": 521639, + "TP": 0, + "n_pred": 4057, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 14773, + "IoU": 0.0, + "TN": 510923, + "TP": 0, + "n_pred": 14773, + "n_ref": 0 + }, + "3": { + "Dice": 0.8523906438112709, + "FN": 17234, + "FP": 3364, + "IoU": 0.7427533064405341, + "TN": 445625, + "TP": 59473, + "n_pred": 62837, + "n_ref": 76707 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 117, + "IoU": 0.0, + "TN": 525579, + "TP": 0, + "n_pred": 117, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.559774964838256, + "FN": 251, + "FP": 62, + "IoU": 0.388671875, + "TN": 525184, + "TP": 199, + "n_pred": 261, + "n_ref": 450 + }, + "7": { + "Dice": 0.8243342012699283, + "FN": 1017, + "FP": 14365, + "IoU": 0.7011637169001224, + "TN": 474223, + "TP": 36091, + "n_pred": 50456, + "n_ref": 37108 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 438, + "IoU": 0.0, + "TN": 350026, + "TP": 0, + "n_pred": 438, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 215, + "IoU": 0.0, + "TN": 350249, + "TP": 0, + "n_pred": 215, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6081, + "IoU": 0.0, + "TN": 344383, + "TP": 0, + "n_pred": 6081, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 7332, + "IoU": 0.0, + "TN": 693596, + "TP": 0, + "n_pred": 7332, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 256, + "IoU": 0.0, + "TN": 700672, + "TP": 0, + "n_pred": 256, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6611102568045517, + "FN": 1480, + "FP": 9539, + "IoU": 0.493774980475031, + "TN": 679161, + "TP": 10748, + "n_pred": 20287, + "n_ref": 12228 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 412, + "IoU": 0.0, + "TN": 700516, + "TP": 0, + "n_pred": 412, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 474, + "IoU": 0.0, + "TN": 700454, + "TP": 0, + "n_pred": 474, + "n_ref": 0 + }, + "5": { + "Dice": 0.3692097190651689, + "FN": 27882, + "FP": 701, + "IoU": 0.22639926383024792, + "TN": 663980, + "TP": 8365, + "n_pred": 9066, + "n_ref": 36247 + }, + "6": { + "Dice": 0.1259084577937749, + "FN": 734, + "FP": 62649, + "IoU": 0.06718372873373757, + "TN": 632980, + "TP": 4565, + "n_pred": 67214, + "n_ref": 5299 + }, + "7": { + "Dice": 0.0, + "FN": 1, + "FP": 6183, + "IoU": 0.0, + "TN": 694744, + "TP": 0, + "n_pred": 6183, + "n_ref": 1 + }, + "8": { + "Dice": 0.8851872399445215, + "FN": 5371, + "FP": 2907, + "IoU": 0.7940232401901017, + "TN": 660739, + "TP": 31911, + "n_pred": 34818, + "n_ref": 37282 + }, + "9": { + "Dice": 0.8536537535877917, + "FN": 6965, + "FP": 1244, + "IoU": 0.7446735715840875, + "TN": 668777, + "TP": 23942, + "n_pred": 25186, + "n_ref": 30907 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1543, + "IoU": 0.0, + "TN": 699385, + "TP": 0, + "n_pred": 1543, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.963114210707751, + "FN": 1387, + "FP": 1395, + "IoU": 0.9288527441051608, + "TN": 661826, + "TP": 36320, + "n_pred": 37715, + "n_ref": 37707 + }, + "15": { + "Dice": 0.8335689351758359, + "FN": 1584, + "FP": 9954, + "IoU": 0.7146319746735259, + "TN": 660496, + "TP": 28894, + "n_pred": 38848, + "n_ref": 30478 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9072760568466122, + "FN": 3242, + "FP": 353, + "IoU": 0.8302884388424681, + "TN": 679745, + "TP": 17588, + "n_pred": 17941, + "n_ref": 20830 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 152, + "IoU": 0.0, + "TN": 700776, + "TP": 0, + "n_pred": 152, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 94, + "IoU": 0.0, + "TN": 525602, + "TP": 0, + "n_pred": 94, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 13442, + "IoU": 0.0, + "TN": 687486, + "TP": 0, + "n_pred": 13442, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 313, + "IoU": 0.0, + "TN": 700615, + "TP": 0, + "n_pred": 313, + "n_ref": 0 + }, + "11": { + "Dice": 0.0586565752128666, + "FN": 1962, + "FP": 28, + "IoU": 0.030214424951267055, + "TN": 698876, + "TP": 62, + "n_pred": 90, + "n_ref": 2024 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7893175074183977, + "FN": 54, + "FP": 443, + "IoU": 0.6519607843137255, + "TN": 699500, + "TP": 931, + "n_pred": 1374, + "n_ref": 985 + }, + "14": { + "Dice": 0.003445065176908752, + "FN": 19616, + "FP": 1790, + "IoU": 0.0017255048267499884, + "TN": 679485, + "TP": 37, + "n_pred": 1827, + "n_ref": 19653 + }, + "15": { + "Dice": 0.521395851178727, + "FN": 12718, + "FP": 133, + "IoU": 0.35262707168404617, + "TN": 681077, + "TP": 7000, + "n_pred": 7133, + "n_ref": 19718 + }, + "2": { + "Dice": 0.912707063076674, + "FN": 12922, + "FP": 3256, + "IoU": 0.8394306925779622, + "TN": 600174, + "TP": 84576, + "n_pred": 87832, + "n_ref": 97498 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 8399, + "IoU": 0.0, + "TN": 692529, + "TP": 0, + "n_pred": 8399, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 769, + "IoU": 0.0, + "TN": 700159, + "TP": 0, + "n_pred": 769, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6499769488908664, + "FN": 15701, + "FP": 16946, + "IoU": 0.4814561857716927, + "TN": 637969, + "TP": 30312, + "n_pred": 47258, + "n_ref": 46013 + }, + "7": { + "Dice": 0.07465937294230866, + "FN": 15153, + "FP": 3116, + "IoU": 0.03877722824371251, + "TN": 681922, + "TP": 737, + "n_pred": 3853, + "n_ref": 15890 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 179, + "FP": 14, + "IoU": 0.0, + "TN": 700735, + "TP": 0, + "n_pred": 14, + "n_ref": 179 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.953704414587332, + "FN": 326, + "FP": 277, + "IoU": 0.9115057235104197, + "TN": 694114, + "TP": 6211, + "n_pred": 6488, + "n_ref": 6537 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9860963667229422, + "FN": 1735, + "FP": 1238, + "IoU": 0.9725740537448917, + "TN": 592527, + "TP": 105428, + "n_pred": 106666, + "n_ref": 107163 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 350459, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7284121790250124, + "FN": 3541, + "FP": 1356, + "IoU": 0.5728367062107467, + "TN": 339000, + "TP": 6567, + "n_pred": 7923, + "n_ref": 10108 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9831183136277898, + "FN": 3118, + "FP": 453, + "IoU": 0.9667971473998382, + "TN": 242913, + "TP": 103980, + "n_pred": 104433, + "n_ref": 107098 + }, + "7": { + "Dice": 0.8453276047261009, + "FN": 192, + "FP": 96, + "IoU": 0.7320930232558139, + "TN": 349389, + "TP": 787, + "n_pred": 883, + "n_ref": 979 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 350456, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 478, + "IoU": 0.0, + "TN": 349986, + "TP": 0, + "n_pred": 478, + "n_ref": 0 + }, + "14": { + "Dice": 0.7656318641089471, + "FN": 236, + "FP": 12568, + "IoU": 0.6202621745061985, + "TN": 316746, + "TP": 20914, + "n_pred": 33482, + "n_ref": 21150 + }, + "15": { + "Dice": 0.6520403022670025, + "FN": 13541, + "FP": 273, + "IoU": 0.4837238853384161, + "TN": 323707, + "TP": 12943, + "n_pred": 13216, + "n_ref": 26484 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9601925569339012, + "FN": 2008, + "FP": 6162, + "IoU": 0.9234330484330484, + "TN": 243760, + "TP": 98534, + "n_pred": 104696, + "n_ref": 100542 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8206806890467567, + "FN": 5992, + "FP": 1732, + "IoU": 0.6958935391157132, + "TN": 325065, + "TP": 17675, + "n_pred": 19407, + "n_ref": 23667 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2420, + "IoU": 0.0, + "TN": 523276, + "TP": 0, + "n_pred": 2420, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 673, + "IoU": 0.0, + "TN": 525023, + "TP": 0, + "n_pred": 673, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2387, + "IoU": 0.0, + "TN": 523309, + "TP": 0, + "n_pred": 2387, + "n_ref": 0 + }, + "15": { + "Dice": 0.8671994699573481, + "FN": 3550, + "FP": 6071, + "IoU": 0.7655358970609738, + "TN": 484662, + "TP": 31413, + "n_pred": 37484, + "n_ref": 34963 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 333, + "IoU": 0.0, + "TN": 525363, + "TP": 0, + "n_pred": 333, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0401.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.4106609205366049, + "FN": 922.0022222222225, + "FP": 715.2044444444443, + "IoU": 0.3467123617192614, + "TN": 479930.2355555555, + "TP": 3241.0911111111113, + "n_pred": 3956.2955555555554, + "n_ref": 4163.093333333333 + }, + "mean": { + "1": { + "Dice": 0.5664851239077121, + "FN": 478.93333333333334, + "FP": 1512.2, + "IoU": 0.5149138697202272, + "TN": 472527.3, + "TP": 10290.1, + "n_pred": 11802.3, + "n_ref": 10769.033333333333 + }, + "10": { + "Dice": 0.5972583298594913, + "FN": 1568.3333333333333, + "FP": 1788.2666666666667, + "IoU": 0.4855332912528347, + "TN": 477750.1, + "TP": 3701.8333333333335, + "n_pred": 5490.1, + "n_ref": 5270.166666666667 + }, + "11": { + "Dice": 0.3643196442976207, + "FN": 94.73333333333333, + "FP": 34.4, + "IoU": 0.25299623032233653, + "TN": 484604.06666666665, + "TP": 75.33333333333333, + "n_pred": 109.73333333333333, + "n_ref": 170.06666666666666 + }, + "12": { + "Dice": 0.0, + "FN": 68.2, + "FP": 0.0, + "IoU": 0.0, + "TN": 484740.3333333333, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 68.2 + }, + "13": { + "Dice": 0.37086047376032927, + "FN": 1828.6666666666667, + "FP": 890.3, + "IoU": 0.27585924438021303, + "TN": 480652.1, + "TP": 1437.4666666666667, + "n_pred": 2327.766666666667, + "n_ref": 3266.133333333333 + }, + "14": { + "Dice": 0.5279312970671226, + "FN": 312.7, + "FP": 742.3, + "IoU": 0.4783910416207558, + "TN": 478492.7, + "TP": 5260.833333333333, + "n_pred": 6003.133333333333, + "n_ref": 5573.533333333334 + }, + "15": { + "Dice": 0.2277377512194795, + "FN": 398.46666666666664, + "FP": 109.6, + "IoU": 0.1866362240430219, + "TN": 483268.73333333334, + "TP": 1031.7333333333333, + "n_pred": 1141.3333333333333, + "n_ref": 1430.2 + }, + "2": { + "Dice": 0.5034995228254932, + "FN": 548.5666666666667, + "FP": 430.1333333333333, + "IoU": 0.46233660828901435, + "TN": 479307.8333333333, + "TP": 4522.0, + "n_pred": 4952.133333333333, + "n_ref": 5070.566666666667 + }, + "3": { + "Dice": 0.42288783767619886, + "FN": 142.13333333333333, + "FP": 285.6666666666667, + "IoU": 0.3839422149119754, + "TN": 483195.63333333336, + "TP": 1185.1, + "n_pred": 1470.7666666666667, + "n_ref": 1327.2333333333333 + }, + "4": { + "Dice": 0.11429594613952156, + "FN": 576.0333333333333, + "FP": 130.33333333333334, + "IoU": 0.08696836919320733, + "TN": 483836.2, + "TP": 265.96666666666664, + "n_pred": 396.3, + "n_ref": 842.0 + }, + "5": { + "Dice": 0.22548232398374854, + "FN": 659.3333333333334, + "FP": 144.86666666666667, + "IoU": 0.1482105814359193, + "TN": 483818.7, + "TP": 185.63333333333333, + "n_pred": 330.5, + "n_ref": 844.9666666666667 + }, + "6": { + "Dice": 0.5576465595134422, + "FN": 2190.866666666667, + "FP": 1531.5333333333333, + "IoU": 0.5026492436902085, + "TN": 468282.43333333335, + "TP": 12803.7, + "n_pred": 14335.233333333334, + "n_ref": 14994.566666666668 + }, + "7": { + "Dice": 0.3547280940374652, + "FN": 2801.9333333333334, + "FP": 2407.5666666666666, + "IoU": 0.2831658908026003, + "TN": 475901.4, + "TP": 3697.633333333333, + "n_pred": 6105.2, + "n_ref": 6499.566666666667 + }, + "8": { + "Dice": 0.8252480809004049, + "FN": 1744.3, + "FP": 188.1, + "IoU": 0.7498245879966737, + "TN": 479814.8333333333, + "TP": 3061.3, + "n_pred": 3249.4, + "n_ref": 4805.6 + }, + "9": { + "Dice": 0.5015328228610441, + "FN": 416.8333333333333, + "FP": 532.8, + "IoU": 0.3892580281299324, + "TN": 482761.1666666667, + "TP": 1097.7333333333333, + "n_pred": 1630.5333333333333, + "n_ref": 1514.5666666666666 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 958, + "IoU": 0.0, + "TN": 699970, + "TP": 0, + "n_pred": 958, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 700913, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2605, + "IoU": 0.0, + "TN": 698323, + "TP": 0, + "n_pred": 2605, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 12158, + "IoU": 0.0, + "TN": 688770, + "TP": 0, + "n_pred": 12158, + "n_ref": 0 + }, + "8": { + "Dice": 0.7200052507219743, + "FN": 3255, + "FP": 1011, + "IoU": 0.5625064095990154, + "TN": 691177, + "TP": 5485, + "n_pred": 6496, + "n_ref": 8740 + }, + "9": { + "Dice": 0.604586129753915, + "FN": 3445, + "FP": 797, + "IoU": 0.4332665330661323, + "TN": 693443, + "TP": 3243, + "n_pred": 4040, + "n_ref": 6688 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.11972274732199117, + "FN": 1397, + "FP": 0, + "IoU": 0.06367292225201072, + "TN": 524204, + "TP": 95, + "n_pred": 95, + "n_ref": 1492 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 191, + "IoU": 0.0, + "TN": 525505, + "TP": 0, + "n_pred": 191, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 164, + "IoU": 0.0, + "TN": 525532, + "TP": 0, + "n_pred": 164, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.6199524940617577, + "FN": 1472, + "FP": 128, + "IoU": 0.44922547332185886, + "TN": 522791, + "TP": 1305, + "n_pred": 1433, + "n_ref": 2777 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8854375908415397, + "FN": 5694, + "FP": 1321, + "IoU": 0.7944262102918767, + "TN": 491572, + "TP": 27109, + "n_pred": 28430, + "n_ref": 32803 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5435, + "IoU": 0.0, + "TN": 520261, + "TP": 0, + "n_pred": 5435, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9773426746469942, + "FN": 1823, + "FP": 1107, + "IoU": 0.9556893109914706, + "TN": 459572, + "TP": 63194, + "n_pred": 64301, + "n_ref": 65017 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7473065621939275, + "FN": 9, + "FP": 507, + "IoU": 0.596559812353401, + "TN": 524417, + "TP": 763, + "n_pred": 1270, + "n_ref": 772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 60, + "IoU": 0.0, + "TN": 350404, + "TP": 0, + "n_pred": 60, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9730001708849944, + "FN": 1161, + "FP": 1683, + "IoU": 0.9474199929745419, + "TN": 296375, + "TP": 51245, + "n_pred": 52928, + "n_ref": 52406 + }, + "7": { + "Dice": 0.05582447978877224, + "FN": 1256, + "FP": 13763, + "IoU": 0.028713703679751665, + "TN": 335001, + "TP": 444, + "n_pred": 14207, + "n_ref": 1700 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.021578648495173196, + "FN": 770, + "FP": 2676, + "IoU": 0.010907003444316877, + "TN": 522212, + "TP": 38, + "n_pred": 2714, + "n_ref": 808 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 1516, + "FP": 143, + "IoU": 0.0, + "TN": 524037, + "TP": 0, + "n_pred": 143, + "n_ref": 1516 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 11451, + "FP": 0, + "IoU": 0.0, + "TN": 514245, + "TP": 0, + "n_pred": 0, + "n_ref": 11451 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9028276339819888, + "FN": 785, + "FP": 758, + "IoU": 0.8228676386178395, + "TN": 516985, + "TP": 7168, + "n_pred": 7926, + "n_ref": 7953 + }, + "7": { + "Dice": 0.6917322527857866, + "FN": 7322, + "FP": 590, + "IoU": 0.5287390553338496, + "TN": 508907, + "TP": 8877, + "n_pred": 9467, + "n_ref": 16199 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.961930197384795, + "FN": 1159, + "FP": 6795, + "IoU": 0.9266527115627565, + "TN": 417253, + "TP": 100489, + "n_pred": 107284, + "n_ref": 101648 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 145, + "IoU": 0.0, + "TN": 525551, + "TP": 0, + "n_pred": 145, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7695590327169275, + "FN": 322, + "FP": 2, + "IoU": 0.6254335260115607, + "TN": 349599, + "TP": 541, + "n_pred": 543, + "n_ref": 863 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 41, + "IoU": 0.0, + "TN": 350423, + "TP": 0, + "n_pred": 41, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8541966426858513, + "FN": 5619, + "FP": 3501, + "IoU": 0.7455002092925911, + "TN": 489861, + "TP": 26715, + "n_pred": 30216, + "n_ref": 32334 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6486839101079618, + "FN": 7269, + "FP": 3502, + "IoU": 0.48003861935795317, + "TN": 504981, + "TP": 9944, + "n_pred": 13446, + "n_ref": 17213 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 8, + "FP": 1067, + "IoU": 0.0, + "TN": 524621, + "TP": 0, + "n_pred": 1067, + "n_ref": 8 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8688524590163934, + "FN": 16, + "FP": 0, + "IoU": 0.7681159420289855, + "TN": 525627, + "TP": 53, + "n_pred": 53, + "n_ref": 69 + }, + "7": { + "Dice": 0.0, + "FN": 3046, + "FP": 4, + "IoU": 0.0, + "TN": 522646, + "TP": 0, + "n_pred": 4, + "n_ref": 3046 + }, + "8": { + "Dice": 0.6823529411764706, + "FN": 54, + "FP": 0, + "IoU": 0.5178571428571429, + "TN": 525584, + "TP": 58, + "n_pred": 58, + "n_ref": 112 + }, + "9": { + "Dice": 0.9184677561061325, + "FN": 130, + "FP": 798, + "IoU": 0.8492282696994313, + "TN": 519541, + "TP": 5227, + "n_pred": 6025, + "n_ref": 5357 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7497672380743743, + "FN": 5657, + "FP": 8050, + "IoU": 0.5997021202032592, + "TN": 491454, + "TP": 20535, + "n_pred": 28585, + "n_ref": 26192 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 89, + "IoU": 0.0, + "TN": 525607, + "TP": 0, + "n_pred": 89, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4765875561257216, + "FN": 1586, + "FP": 46, + "IoU": 0.3128421052631579, + "TN": 348089, + "TP": 743, + "n_pred": 789, + "n_ref": 2329 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5998748522561357, + "FN": 2891, + "FP": 2864, + "IoU": 0.428443738206376, + "TN": 340395, + "TP": 4314, + "n_pred": 7178, + "n_ref": 7205 + }, + "6": { + "Dice": 0.8785895037957971, + "FN": 2519, + "FP": 1895, + "IoU": 0.7834682364483689, + "TN": 330079, + "TP": 15971, + "n_pred": 17866, + "n_ref": 18490 + }, + "7": { + "Dice": 0.0, + "FN": 480, + "FP": 21337, + "IoU": 0.0, + "TN": 328647, + "TP": 0, + "n_pred": 21337, + "n_ref": 480 + }, + "8": { + "Dice": 0.9695375300135713, + "FN": 1248, + "FP": 211, + "IoU": 0.940876119463468, + "TN": 325787, + "TP": 23218, + "n_pred": 23429, + "n_ref": 24466 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 82, + "FP": 0, + "IoU": 0.0, + "TN": 525614, + "TP": 0, + "n_pred": 0, + "n_ref": 82 + }, + "10": { + "Dice": 0.8066629650194337, + "FN": 1030, + "FP": 711, + "IoU": 0.6759724548669273, + "TN": 520323, + "TP": 3632, + "n_pred": 4343, + "n_ref": 4662 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1635, + "IoU": 0.0, + "TN": 524061, + "TP": 0, + "n_pred": 1635, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.510130383548105, + "FN": 12829, + "FP": 58, + "IoU": 0.34239934683880185, + "TN": 506099, + "TP": 6710, + "n_pred": 6768, + "n_ref": 19539 + }, + "7": { + "Dice": 0.7459378623157965, + "FN": 12751, + "FP": 17489, + "IoU": 0.5948173060174453, + "TN": 451063, + "TP": 44393, + "n_pred": 61882, + "n_ref": 57144 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 700926, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "10": { + "Dice": 0.8691766094692019, + "FN": 1150, + "FP": 5056, + "IoU": 0.7686227723510551, + "TN": 674106, + "TP": 20616, + "n_pred": 25672, + "n_ref": 21766 + }, + "11": { + "Dice": 0.0, + "FN": 146, + "FP": 0, + "IoU": 0.0, + "TN": 700782, + "TP": 0, + "n_pred": 0, + "n_ref": 146 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7728155339805826, + "FN": 5521, + "FP": 563, + "IoU": 0.629746835443038, + "TN": 684496, + "TP": 10348, + "n_pred": 10911, + "n_ref": 15869 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9457943925233645, + "FN": 14, + "FP": 15, + "IoU": 0.8971631205673759, + "TN": 700646, + "TP": 253, + "n_pred": 268, + "n_ref": 267 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9934439372583502, + "FN": 677, + "FP": 337, + "IoU": 0.9869732785200411, + "TN": 623088, + "TP": 76826, + "n_pred": 77163, + "n_ref": 77503 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.939216904909882, + "FN": 122, + "FP": 367, + "IoU": 0.8853995781579564, + "TN": 696661, + "TP": 3778, + "n_pred": 4145, + "n_ref": 3900 + }, + "9": { + "Dice": 0.7197528745495109, + "FN": 1889, + "FP": 1377, + "IoU": 0.5621983914209115, + "TN": 693468, + "TP": 4194, + "n_pred": 5571, + "n_ref": 6083 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.3562168013493442, + "FN": 24224, + "FP": 1349, + "IoU": 0.21670546434697377, + "TN": 668280, + "TP": 7075, + "n_pred": 8424, + "n_ref": 31299 + }, + "11": { + "Dice": 0.4730064388311045, + "FN": 1224, + "FP": 904, + "IoU": 0.3097632176451508, + "TN": 697845, + "TP": 955, + "n_pred": 1859, + "n_ref": 2179 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.45147708608045894, + "FN": 11193, + "FP": 12518, + "IoU": 0.29155337775254714, + "TN": 667459, + "TP": 9758, + "n_pred": 22276, + "n_ref": 20951 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9153001693745687, + "FN": 4959, + "FP": 1792, + "IoU": 0.8438280743962246, + "TN": 657700, + "TP": 36477, + "n_pred": 38269, + "n_ref": 41436 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 665, + "IoU": 0.0, + "TN": 700263, + "TP": 0, + "n_pred": 665, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1276, + "IoU": 0.0, + "TN": 699652, + "TP": 0, + "n_pred": 1276, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 700910, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "6": { + "Dice": 0.9680114916546962, + "FN": 1703, + "FP": 2684, + "IoU": 0.9380060764502226, + "TN": 630163, + "TP": 66378, + "n_pred": 69062, + "n_ref": 68081 + }, + "7": { + "Dice": 0.27485296227227085, + "FN": 4992, + "FP": 63, + "IoU": 0.15932147014801265, + "TN": 694915, + "TP": 958, + "n_pred": 1021, + "n_ref": 5950 + }, + "8": { + "Dice": 0.9381077887848769, + "FN": 371, + "FP": 310, + "IoU": 0.8834303320780554, + "TN": 695086, + "TP": 5161, + "n_pred": 5471, + "n_ref": 5532 + }, + "9": { + "Dice": 0.7122148288973384, + "FN": 4949, + "FP": 9583, + "IoU": 0.5530540690164237, + "TN": 668414, + "TP": 17982, + "n_pred": 27565, + "n_ref": 22931 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6700586694951771, + "FN": 1827, + "FP": 37989, + "IoU": 0.5038257358622237, + "TN": 445450, + "TP": 40430, + "n_pred": 78419, + "n_ref": 42257 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6253710592567542, + "FN": 39778, + "FP": 102, + "IoU": 0.45493808599622776, + "TN": 452530, + "TP": 33286, + "n_pred": 33388, + "n_ref": 73064 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 292, + "IoU": 0.0, + "TN": 350172, + "TP": 0, + "n_pred": 292, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9800495591540368, + "FN": 496, + "FP": 1235, + "IoU": 0.9608795877779787, + "TN": 306216, + "TP": 42517, + "n_pred": 43752, + "n_ref": 43013 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 966, + "IoU": 0.0, + "TN": 349498, + "TP": 0, + "n_pred": 966, + "n_ref": 0 + }, + "3": { + "Dice": 0.9115156881190858, + "FN": 1488, + "FP": 111, + "IoU": 0.837417386883579, + "TN": 340629, + "TP": 8236, + "n_pred": 8347, + "n_ref": 9724 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8435324294613411, + "FN": 52, + "FP": 1229, + "IoU": 0.729404309252218, + "TN": 345730, + "TP": 3453, + "n_pred": 4682, + "n_ref": 3505 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.19146390107698444, + "FN": 1844, + "FP": 183, + "IoU": 0.105866784296427, + "TN": 348197, + "TP": 240, + "n_pred": 423, + "n_ref": 2084 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 3112, + "IoU": 0.0, + "TN": 347352, + "TP": 0, + "n_pred": 3112, + "n_ref": 0 + }, + "7": { + "Dice": 0.9051323403851627, + "FN": 889, + "FP": 1111, + "IoU": 0.8267047916125119, + "TN": 338923, + "TP": 9541, + "n_pred": 10652, + "n_ref": 10430 + }, + "8": { + "Dice": 0.9541709695926563, + "FN": 1194, + "FP": 803, + "IoU": 0.9123584657245677, + "TN": 327678, + "TP": 20789, + "n_pred": 21592, + "n_ref": 21983 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9624062332235458, + "FN": 4820, + "FP": 362, + "IoU": 0.9275366372077414, + "TN": 629416, + "TP": 66330, + "n_pred": 66692, + "n_ref": 71150 + }, + "10": { + "Dice": 0.14052130422237183, + "FN": 4740, + "FP": 13132, + "IoU": 0.07557026845290436, + "TN": 681595, + "TP": 1461, + "n_pred": 14593, + "n_ref": 6201 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.15407634759255706, + "FN": 19212, + "FP": 2837, + "IoU": 0.08346842914744149, + "TN": 676871, + "TP": 2008, + "n_pred": 4845, + "n_ref": 21220 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 245, + "IoU": 0.0, + "TN": 700683, + "TP": 0, + "n_pred": 245, + "n_ref": 0 + }, + "3": { + "Dice": 0.11987381703470032, + "FN": 268, + "FP": 11, + "IoU": 0.06375838926174497, + "TN": 700630, + "TP": 19, + "n_pred": 30, + "n_ref": 287 + }, + "4": { + "Dice": 0.6857756768371294, + "FN": 5805, + "FP": 1507, + "IoU": 0.521810215159244, + "TN": 685637, + "TP": 7979, + "n_pred": 9486, + "n_ref": 13784 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9351304962390833, + "FN": 2178, + "FP": 2962, + "IoU": 0.8781644069403622, + "TN": 658740, + "TP": 37048, + "n_pred": 40010, + "n_ref": 39226 + }, + "7": { + "Dice": 0.16013167950149904, + "FN": 27260, + "FP": 1314, + "IoU": 0.08703431529171193, + "TN": 669630, + "TP": 2724, + "n_pred": 4038, + "n_ref": 29984 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.40078585461689586, + "FN": 143, + "FP": 1077, + "IoU": 0.25061425061425063, + "TN": 699300, + "TP": 408, + "n_pred": 1485, + "n_ref": 551 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 31, + "IoU": 0.0, + "TN": 525665, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.11059054260187405, + "FN": 15045, + "FP": 1281, + "IoU": 0.05853180324087423, + "TN": 508355, + "TP": 1015, + "n_pred": 2296, + "n_ref": 16060 + }, + "6": { + "Dice": 0.0028484545209592365, + "FN": 0, + "FP": 25905, + "IoU": 0.0014262585768252255, + "TN": 499754, + "TP": 37, + "n_pred": 25942, + "n_ref": 37 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.16831446193500874, + "FN": 45164, + "FP": 9, + "IoU": 0.09189047925377936, + "TN": 475952, + "TP": 4571, + "n_pred": 4580, + "n_ref": 49735 + }, + "9": { + "Dice": 0.4106813996316759, + "FN": 1940, + "FP": 1260, + "IoU": 0.25840092699884126, + "TN": 521381, + "TP": 1115, + "n_pred": 2375, + "n_ref": 3055 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7805840022142264, + "FN": 1284, + "FP": 5058, + "IoU": 0.6401293763831357, + "TN": 508073, + "TP": 11281, + "n_pred": 16339, + "n_ref": 12565 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4944558012760949, + "FN": 2559, + "FP": 5602, + "IoU": 0.3284233048057933, + "TN": 513544, + "TP": 3991, + "n_pred": 9593, + "n_ref": 6550 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2640, + "IoU": 0.0, + "TN": 523056, + "TP": 0, + "n_pred": 2640, + "n_ref": 0 + }, + "15": { + "Dice": 0.3178199632578077, + "FN": 8912, + "FP": 0, + "IoU": 0.18893338187113215, + "TN": 514708, + "TP": 2076, + "n_pred": 2076, + "n_ref": 10988 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 244, + "IoU": 0.0, + "TN": 525452, + "TP": 0, + "n_pred": 244, + "n_ref": 0 + }, + "3": { + "Dice": 0.9053879865944832, + "FN": 673, + "FP": 61, + "IoU": 0.8271314178049929, + "TN": 521450, + "TP": 3512, + "n_pred": 3573, + "n_ref": 4185 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 175, + "IoU": 0.0, + "TN": 525521, + "TP": 0, + "n_pred": 175, + "n_ref": 0 + }, + "7": { + "Dice": 0.6941389466857621, + "FN": 11319, + "FP": 0, + "IoU": 0.5315565120225137, + "TN": 501533, + "TP": 12844, + "n_pred": 12844, + "n_ref": 24163 + }, + "8": { + "Dice": 0.9316411883472743, + "FN": 270, + "FP": 1152, + "IoU": 0.8720302375809935, + "TN": 514584, + "TP": 9690, + "n_pred": 10842, + "n_ref": 9960 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 394, + "IoU": 0.0, + "TN": 525302, + "TP": 0, + "n_pred": 394, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7488800569735119, + "FN": 5288, + "FP": 5643, + "IoU": 0.5985677561513038, + "TN": 323234, + "TP": 16299, + "n_pred": 21942, + "n_ref": 21587 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 346, + "FP": 0, + "IoU": 0.0, + "TN": 350118, + "TP": 0, + "n_pred": 0, + "n_ref": 346 + }, + "13": { + "Dice": 0.0, + "FN": 135, + "FP": 323, + "IoU": 0.0, + "TN": 350006, + "TP": 0, + "n_pred": 323, + "n_ref": 135 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 184, + "IoU": 0.0, + "TN": 350280, + "TP": 0, + "n_pred": 184, + "n_ref": 0 + }, + "7": { + "Dice": 0.13696715583508037, + "FN": 1235, + "FP": 0, + "IoU": 0.07351837959489872, + "TN": 349131, + "TP": 98, + "n_pred": 98, + "n_ref": 1333 + }, + "8": { + "Dice": 0.9166941060256832, + "FN": 401, + "FP": 105, + "IoU": 0.8462006079027355, + "TN": 347174, + "TP": 2784, + "n_pred": 2889, + "n_ref": 3185 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9253148838034415, + "FN": 17, + "FP": 825, + "IoU": 0.8610102344007924, + "TN": 519638, + "TP": 5216, + "n_pred": 6041, + "n_ref": 5233 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8544130315608114, + "FN": 1768, + "FP": 91, + "IoU": 0.7458299152310637, + "TN": 518382, + "TP": 5455, + "n_pred": 5546, + "n_ref": 7223 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8238242768127545, + "FN": 3355, + "FP": 6767, + "IoU": 0.7004261868118858, + "TN": 491908, + "TP": 23666, + "n_pred": 30433, + "n_ref": 27021 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1451, + "IoU": 0.0, + "TN": 524245, + "TP": 0, + "n_pred": 1451, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 17, + "FP": 0, + "IoU": 0.0, + "TN": 525679, + "TP": 0, + "n_pred": 0, + "n_ref": 17 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.23661071143085532, + "FN": 949, + "FP": 6, + "IoU": 0.13417951042611062, + "TN": 524593, + "TP": 148, + "n_pred": 154, + "n_ref": 1097 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9775767869901725, + "FN": 3083, + "FP": 2158, + "IoU": 0.9561371206668564, + "TN": 230978, + "TP": 114245, + "n_pred": 116403, + "n_ref": 117328 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8210526315789474, + "FN": 34, + "FP": 0, + "IoU": 0.6964285714285714, + "TN": 350352, + "TP": 78, + "n_pred": 78, + "n_ref": 112 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 873, + "IoU": 0.0, + "TN": 349591, + "TP": 0, + "n_pred": 873, + "n_ref": 0 + }, + "7": { + "Dice": 0.8672684984428588, + "FN": 3283, + "FP": 84, + "IoU": 0.7656434885501496, + "TN": 336097, + "TP": 11000, + "n_pred": 11084, + "n_ref": 14283 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5283140698650481, + "FN": 1062, + "FP": 13548, + "IoU": 0.358985608985609, + "TN": 327672, + "TP": 8182, + "n_pred": 21730, + "n_ref": 9244 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1700, + "FP": 0, + "IoU": 0.0, + "TN": 348764, + "TP": 0, + "n_pred": 0, + "n_ref": 1700 + }, + "13": { + "Dice": 0.33268302700482594, + "FN": 5687, + "FP": 812, + "IoU": 0.19953196206429363, + "TN": 342345, + "TP": 1620, + "n_pred": 2432, + "n_ref": 7307 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 95, + "IoU": 0.0, + "TN": 350369, + "TP": 0, + "n_pred": 95, + "n_ref": 0 + }, + "3": { + "Dice": 0.9423390161798241, + "FN": 883, + "FP": 179, + "IoU": 0.890965092402464, + "TN": 340724, + "TP": 8678, + "n_pred": 8857, + "n_ref": 9561 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3770, + "IoU": 0.0, + "TN": 346694, + "TP": 0, + "n_pred": 3770, + "n_ref": 0 + }, + "8": { + "Dice": 0.9483455703981628, + "FN": 140, + "FP": 1457, + "IoU": 0.9017653933690103, + "TN": 334207, + "TP": 14660, + "n_pred": 16117, + "n_ref": 14800 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9622953686391089, + "FN": 2405, + "FP": 398, + "IoU": 0.9273307062117598, + "TN": 487124, + "TP": 35769, + "n_pred": 36167, + "n_ref": 38174 + }, + "10": { + "Dice": 0.8664521983007506, + "FN": 1883, + "FP": 2974, + "IoU": 0.7643719982535293, + "TN": 505083, + "TP": 15756, + "n_pred": 18730, + "n_ref": 17639 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 318, + "IoU": 0.0, + "TN": 525378, + "TP": 0, + "n_pred": 318, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9611392758772105, + "FN": 2435, + "FP": 1459, + "IoU": 0.9251858825337662, + "TN": 473647, + "TP": 48155, + "n_pred": 49614, + "n_ref": 50590 + }, + "3": { + "Dice": 0.9515970749311469, + "FN": 918, + "FP": 611, + "IoU": 0.9076635062503774, + "TN": 509137, + "TP": 15030, + "n_pred": 15641, + "n_ref": 15948 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9535666218034994, + "FN": 986, + "FP": 1498, + "IoU": 0.9112540192926045, + "TN": 497706, + "TP": 25506, + "n_pred": 27004, + "n_ref": 26492 + }, + "7": { + "Dice": 0.7889352325489888, + "FN": 10225, + "FP": 503, + "IoU": 0.6514393397881604, + "TN": 494918, + "TP": 20050, + "n_pred": 20553, + "n_ref": 30275 + }, + "8": { + "Dice": 0.9093421779988944, + "FN": 110, + "FP": 218, + "IoU": 0.8337557019766852, + "TN": 523723, + "TP": 1645, + "n_pred": 1863, + "n_ref": 1755 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0400.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9279590498764436, + "FN": 2565, + "FP": 3149, + "IoU": 0.8656003763377631, + "TN": 307949, + "TP": 36801, + "n_pred": 39950, + "n_ref": 39366 + }, + "15": { + "Dice": 0.9288837967370782, + "FN": 1645, + "FP": 2762, + "IoU": 0.8672110401349885, + "TN": 317276, + "TP": 28781, + "n_pred": 31543, + "n_ref": 30426 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.41588757871976995, + "FN": 1271.24, + "FP": 929.7822222222222, + "IoU": 0.35067457932841595, + "TN": 432324.86444444436, + "TP": 3554.1133333333332, + "n_pred": 4483.895555555556, + "n_ref": 4825.3533333333335 + }, + "mean": { + "1": { + "Dice": 0.5626625357170741, + "FN": 229.56666666666666, + "FP": 529.6, + "IoU": 0.5159050545628793, + "TN": 430418.73333333334, + "TP": 6902.1, + "n_pred": 7431.7, + "n_ref": 7131.666666666667 + }, + "10": { + "Dice": 0.43098132216393165, + "FN": 573.5333333333333, + "FP": 1295.6666666666667, + "IoU": 0.3522678912385443, + "TN": 433845.0, + "TP": 2365.8, + "n_pred": 3661.4666666666667, + "n_ref": 2939.3333333333335 + }, + "11": { + "Dice": 0.0, + "FN": 229.8, + "FP": 0.0, + "IoU": 0.0, + "TN": 437850.2, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 229.8 + }, + "12": { + "Dice": 0.0, + "FN": 428.0, + "FP": 0.0, + "IoU": 0.0, + "TN": 437652.0, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 428.0 + }, + "13": { + "Dice": 0.3491635131761742, + "FN": 810.3, + "FP": 375.8666666666667, + "IoU": 0.2612554943660984, + "TN": 436004.1, + "TP": 889.7333333333333, + "n_pred": 1265.6, + "n_ref": 1700.0333333333333 + }, + "14": { + "Dice": 0.8934307824670272, + "FN": 807.8333333333334, + "FP": 123.5, + "IoU": 0.8090330655789831, + "TN": 433504.1666666667, + "TP": 3644.5, + "n_pred": 3768.0, + "n_ref": 4452.333333333333 + }, + "15": { + "Dice": 0.386201800788012, + "FN": 2629.6666666666665, + "FP": 182.83333333333334, + "IoU": 0.2762269395820101, + "TN": 433795.1, + "TP": 1472.4, + "n_pred": 1655.2333333333333, + "n_ref": 4102.066666666667 + }, + "2": { + "Dice": 0.27133241140407693, + "FN": 309.03333333333336, + "FP": 5281.333333333333, + "IoU": 0.25017071590404183, + "TN": 427618.5333333333, + "TP": 4871.1, + "n_pred": 10152.433333333332, + "n_ref": 5180.133333333333 + }, + "3": { + "Dice": 0.45283982661051214, + "FN": 5977.766666666666, + "FP": 434.3666666666667, + "IoU": 0.3684019645589719, + "TN": 424918.13333333336, + "TP": 6749.733333333334, + "n_pred": 7184.1, + "n_ref": 12727.5 + }, + "4": { + "Dice": 0.0487062404870624, + "FN": 3.7333333333333334, + "FP": 193.83333333333334, + "IoU": 0.0285204991087344, + "TN": 437869.63333333336, + "TP": 12.8, + "n_pred": 206.63333333333333, + "n_ref": 16.533333333333335 + }, + "5": { + "Dice": 0.5218952660386804, + "FN": 248.43333333333334, + "FP": 290.3333333333333, + "IoU": 0.3888245358658323, + "TN": 437006.4666666667, + "TP": 534.7666666666667, + "n_pred": 825.1, + "n_ref": 783.2 + }, + "6": { + "Dice": 0.689388637879271, + "FN": 1212.2, + "FP": 3135.3333333333335, + "IoU": 0.6317994217700129, + "TN": 417314.86666666664, + "TP": 16417.6, + "n_pred": 19552.933333333334, + "n_ref": 17629.8 + }, + "7": { + "Dice": 0.2964150191202701, + "FN": 3487.3, + "FP": 1445.4666666666667, + "IoU": 0.2175607480389198, + "TN": 431449.1, + "TP": 1698.1333333333334, + "n_pred": 3143.6, + "n_ref": 5185.433333333333 + }, + "8": { + "Dice": 0.6819730192723638, + "FN": 836.2666666666667, + "FP": 279.3666666666667, + "IoU": 0.6033119780785442, + "TN": 433092.63333333336, + "TP": 3871.733333333333, + "n_pred": 4151.1, + "n_ref": 4708.0 + }, + "9": { + "Dice": 0.6533233056720935, + "FN": 1285.1666666666667, + "FP": 379.23333333333335, + "IoU": 0.5568403812726669, + "TN": 432534.3, + "TP": 3881.3, + "n_pred": 4260.533333333334, + "n_ref": 5166.466666666666 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 350458, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 350456, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 242, + "FP": 0, + "IoU": 0.0, + "TN": 350222, + "TP": 0, + "n_pred": 0, + "n_ref": 242 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9538566320449515, + "FN": 2450, + "FP": 3783, + "IoU": 0.9117838541666666, + "TN": 279808, + "TP": 64423, + "n_pred": 68206, + "n_ref": 66873 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 350447, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9616936598308551, + "FN": 1450, + "FP": 629, + "IoU": 0.9262137989778535, + "TN": 322288, + "TP": 26097, + "n_pred": 26726, + "n_ref": 27547 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7037037037037037, + "FN": 7, + "FP": 9, + "IoU": 0.5428571428571428, + "TN": 350429, + "TP": 19, + "n_pred": 28, + "n_ref": 26 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9667685748087758, + "FN": 3656, + "FP": 2018, + "IoU": 0.93567476872846, + "TN": 437488, + "TP": 82534, + "n_pred": 84552, + "n_ref": 86190 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 315, + "IoU": 0.0, + "TN": 525381, + "TP": 0, + "n_pred": 315, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9534914712153518, + "FN": 462, + "FP": 934, + "IoU": 0.9111167706608939, + "TN": 509990, + "TP": 14310, + "n_pred": 15244, + "n_ref": 14772 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 144, + "IoU": 0.0, + "TN": 525552, + "TP": 0, + "n_pred": 144, + "n_ref": 0 + }, + "5": { + "Dice": 0.6489811610918877, + "FN": 151, + "FP": 762, + "IoU": 0.4803642572566875, + "TN": 523939, + "TP": 844, + "n_pred": 1606, + "n_ref": 995 + }, + "6": { + "Dice": 0.8290515610420073, + "FN": 9140, + "FP": 10829, + "IoU": 0.7080171367577606, + "TN": 457305, + "TP": 48422, + "n_pred": 59251, + "n_ref": 57562 + }, + "7": { + "Dice": 0.8884827308157506, + "FN": 208, + "FP": 3941, + "IoU": 0.7993422643516951, + "TN": 505019, + "TP": 16528, + "n_pred": 20469, + "n_ref": 16736 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8073545990060494, + "FN": 8714, + "FP": 3419, + "IoU": 0.6769443778789573, + "TN": 488139, + "TP": 25424, + "n_pred": 28843, + "n_ref": 34138 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9509953661756712, + "FN": 342, + "FP": 3444, + "IoU": 0.9065692710132768, + "TN": 660406, + "TP": 36736, + "n_pred": 40180, + "n_ref": 37078 + }, + "10": { + "Dice": 0.5768414671112458, + "FN": 4050, + "FP": 12702, + "IoU": 0.4053248136315229, + "TN": 672758, + "TP": 11418, + "n_pred": 24120, + "n_ref": 15468 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.25800406059659536, + "FN": 2487, + "FP": 2264, + "IoU": 0.1481083019544558, + "TN": 695351, + "TP": 826, + "n_pred": 3090, + "n_ref": 3313 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 8125, + "IoU": 0.0, + "TN": 692803, + "TP": 0, + "n_pred": 8125, + "n_ref": 0 + }, + "3": { + "Dice": 0.6404369044852428, + "FN": 15465, + "FP": 7, + "IoU": 0.47106081843355785, + "TN": 671677, + "TP": 13779, + "n_pred": 13786, + "n_ref": 29244 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 68, + "IoU": 0.0, + "TN": 700860, + "TP": 0, + "n_pred": 68, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8655803551052079, + "FN": 438, + "FP": 2507, + "IoU": 0.7630160135189507, + "TN": 688501, + "TP": 9482, + "n_pred": 11989, + "n_ref": 9920 + }, + "7": { + "Dice": 0.3370732871807114, + "FN": 91364, + "FP": 277, + "IoU": 0.20269882285386162, + "TN": 585989, + "TP": 23298, + "n_pred": 23575, + "n_ref": 114662 + }, + "8": { + "Dice": 0.7741935483870968, + "FN": 1, + "FP": 55, + "IoU": 0.631578947368421, + "TN": 700776, + "TP": 96, + "n_pred": 151, + "n_ref": 97 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 216, + "IoU": 0.0, + "TN": 700712, + "TP": 0, + "n_pred": 216, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.535, + "FN": 8, + "FP": 922, + "IoU": 0.3651877133105802, + "TN": 524231, + "TP": 535, + "n_pred": 1457, + "n_ref": 543 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 634, + "FP": 0, + "IoU": 0.0, + "TN": 525062, + "TP": 0, + "n_pred": 0, + "n_ref": 634 + }, + "12": { + "Dice": 0.0, + "FN": 379, + "FP": 0, + "IoU": 0.0, + "TN": 525317, + "TP": 0, + "n_pred": 0, + "n_ref": 379 + }, + "13": { + "Dice": 0.7915690866510539, + "FN": 41, + "FP": 48, + "IoU": 0.6550387596899225, + "TN": 525438, + "TP": 169, + "n_pred": 217, + "n_ref": 210 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2219, + "IoU": 0.0, + "TN": 523477, + "TP": 0, + "n_pred": 2219, + "n_ref": 0 + }, + "3": { + "Dice": 0.8810020876826722, + "FN": 56, + "FP": 1, + "IoU": 0.7873134328358209, + "TN": 525428, + "TP": 211, + "n_pred": 212, + "n_ref": 267 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 525669, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 215, + "FP": 0, + "IoU": 0.0, + "TN": 525481, + "TP": 0, + "n_pred": 0, + "n_ref": 215 + }, + "6": { + "Dice": 0.8557734204793028, + "FN": 1229, + "FP": 757, + "IoU": 0.7479055597867479, + "TN": 517818, + "TP": 5892, + "n_pred": 6649, + "n_ref": 7121 + }, + "7": { + "Dice": 0.45023829548640315, + "FN": 3828, + "FP": 94, + "IoU": 0.290520984081042, + "TN": 520168, + "TP": 1606, + "n_pred": 1700, + "n_ref": 5434 + }, + "8": { + "Dice": 0.9460654044750431, + "FN": 2655, + "FP": 1262, + "IoU": 0.8976509628700583, + "TN": 487425, + "TP": 34354, + "n_pred": 35616, + "n_ref": 37009 + }, + "9": { + "Dice": 0.822963016996134, + "FN": 1134, + "FP": 1293, + "IoU": 0.6991819533961329, + "TN": 517628, + "TP": 5641, + "n_pred": 6934, + "n_ref": 6775 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 888, + "IoU": 0.0, + "TN": 349576, + "TP": 0, + "n_pred": 888, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3808, + "IoU": 0.0, + "TN": 346656, + "TP": 0, + "n_pred": 3808, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9841952261070915, + "FN": 1671, + "FP": 520, + "IoU": 0.9688822610424656, + "TN": 280054, + "TP": 68219, + "n_pred": 68739, + "n_ref": 69890 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 15610, + "IoU": 0.0, + "TN": 334854, + "TP": 0, + "n_pred": 15610, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 78, + "IoU": 0.0, + "TN": 350386, + "TP": 0, + "n_pred": 78, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6149054505005562, + "FN": 1713, + "FP": 18, + "IoU": 0.44394474783167365, + "TN": 347351, + "TP": 1382, + "n_pred": 1400, + "n_ref": 3095 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9374369097557146, + "FN": 4902, + "FP": 676, + "IoU": 0.8822411754771153, + "TN": 303096, + "TP": 41790, + "n_pred": 42466, + "n_ref": 46692 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4411, + "IoU": 0.0, + "TN": 346053, + "TP": 0, + "n_pred": 4411, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 12, + "FP": 8, + "IoU": 0.0, + "TN": 350444, + "TP": 0, + "n_pred": 8, + "n_ref": 12 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9863351006011668, + "FN": 1926, + "FP": 538, + "IoU": 0.9730386256702046, + "TN": 259074, + "TP": 88926, + "n_pred": 89464, + "n_ref": 90852 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 350459, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 1000, + "FP": 505, + "IoU": 0.0, + "TN": 348959, + "TP": 0, + "n_pred": 505, + "n_ref": 1000 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6015514039112859, + "FN": 2435, + "FP": 1212, + "IoU": 0.43015625, + "TN": 344064, + "TP": 2753, + "n_pred": 3965, + "n_ref": 5188 + }, + "6": { + "Dice": 0.8303878662345906, + "FN": 12753, + "FP": 12632, + "IoU": 0.7099685804055984, + "TN": 262939, + "TP": 62140, + "n_pred": 74772, + "n_ref": 74893 + }, + "7": { + "Dice": 0.6488258677923036, + "FN": 6113, + "FP": 2456, + "IoU": 0.48019411586290567, + "TN": 333979, + "TP": 7916, + "n_pred": 10372, + "n_ref": 14029 + }, + "8": { + "Dice": 0.4864864864864865, + "FN": 114, + "FP": 0, + "IoU": 0.32142857142857145, + "TN": 350296, + "TP": 54, + "n_pred": 54, + "n_ref": 168 + }, + "9": { + "Dice": 0.00984009840098401, + "FN": 805, + "FP": 0, + "IoU": 0.004944375772558714, + "TN": 349655, + "TP": 4, + "n_pred": 4, + "n_ref": 809 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5267249757045676, + "FN": 6, + "FP": 481, + "IoU": 0.3575197889182058, + "TN": 349706, + "TP": 271, + "n_pred": 752, + "n_ref": 277 + }, + "11": { + "Dice": 0.0, + "FN": 500, + "FP": 0, + "IoU": 0.0, + "TN": 349964, + "TP": 0, + "n_pred": 0, + "n_ref": 500 + }, + "12": { + "Dice": 0.0, + "FN": 455, + "FP": 0, + "IoU": 0.0, + "TN": 350009, + "TP": 0, + "n_pred": 0, + "n_ref": 455 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 350447, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 20, + "FP": 0, + "IoU": 0.0, + "TN": 350444, + "TP": 0, + "n_pred": 0, + "n_ref": 20 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6285496957403651, + "FN": 4040, + "FP": 1820, + "IoU": 0.4583102237012387, + "TN": 339646, + "TP": 4958, + "n_pred": 6778, + "n_ref": 8998 + }, + "6": { + "Dice": 0.7964998040935127, + "FN": 1374, + "FP": 9533, + "IoU": 0.6618194220513457, + "TN": 318212, + "TP": 21345, + "n_pred": 30878, + "n_ref": 22719 + }, + "7": { + "Dice": 0.3757621951219512, + "FN": 1580, + "FP": 58, + "IoU": 0.2313467855466917, + "TN": 348333, + "TP": 493, + "n_pred": 551, + "n_ref": 2073 + }, + "8": { + "Dice": 0.9488979189754956, + "FN": 1642, + "FP": 1263, + "IoU": 0.9027647610121837, + "TN": 320588, + "TP": 26971, + "n_pred": 28234, + "n_ref": 28613 + }, + "9": { + "Dice": 0.6952935620966473, + "FN": 8567, + "FP": 1112, + "IoU": 0.5329118810925586, + "TN": 329742, + "TP": 11043, + "n_pred": 12155, + "n_ref": 19610 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.881851500209284, + "FN": 11569, + "FP": 4, + "IoU": 0.7886711830980772, + "TN": 470933, + "TP": 43190, + "n_pred": 43194, + "n_ref": 54759 + }, + "15": { + "Dice": 0.37519457562725905, + "FN": 46502, + "FP": 862, + "IoU": 0.23091661930664933, + "TN": 464111, + "TP": 14221, + "n_pred": 15083, + "n_ref": 60723 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 993, + "IoU": 0.0, + "TN": 524703, + "TP": 0, + "n_pred": 993, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7047619047619048, + "FN": 31, + "FP": 0, + "IoU": 0.5441176470588235, + "TN": 350396, + "TP": 37, + "n_pred": 37, + "n_ref": 68 + }, + "10": { + "Dice": 0.9222496078870714, + "FN": 680, + "FP": 14, + "IoU": 0.8557172557172558, + "TN": 345654, + "TP": 4116, + "n_pred": 4130, + "n_ref": 4796 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 154, + "FP": 0, + "IoU": 0.0, + "TN": 350310, + "TP": 0, + "n_pred": 0, + "n_ref": 154 + }, + "13": { + "Dice": 0.0, + "FN": 2, + "FP": 8, + "IoU": 0.0, + "TN": 350454, + "TP": 0, + "n_pred": 8, + "n_ref": 2 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 20795, + "IoU": 0.0, + "TN": 329669, + "TP": 0, + "n_pred": 20795, + "n_ref": 0 + }, + "3": { + "Dice": 0.7868138927926119, + "FN": 24812, + "FP": 1735, + "IoU": 0.6485516839652616, + "TN": 274928, + "TP": 48989, + "n_pred": 50724, + "n_ref": 73801 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 430, + "IoU": 0.0, + "TN": 350034, + "TP": 0, + "n_pred": 430, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.8218727846877618, + "FN": 11049, + "FP": 7, + "IoU": 0.6976095399595208, + "TN": 489134, + "TP": 25506, + "n_pred": 25513, + "n_ref": 36555 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 7094, + "FP": 0, + "IoU": 0.0, + "TN": 518602, + "TP": 0, + "n_pred": 0, + "n_ref": 7094 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9322843495363866, + "FN": 60, + "FP": 422, + "IoU": 0.8731578947368421, + "TN": 521896, + "TP": 3318, + "n_pred": 3740, + "n_ref": 3378 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 21536, + "IoU": 0.0, + "TN": 504160, + "TP": 0, + "n_pred": 21536, + "n_ref": 0 + }, + "3": { + "Dice": 0.7161447792864064, + "FN": 21923, + "FP": 1220, + "IoU": 0.55780805166517, + "TN": 473359, + "TP": 29194, + "n_pred": 30414, + "n_ref": 51117 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9574370250227822, + "FN": 1587, + "FP": 3504, + "IoU": 0.918349344838094, + "TN": 463345, + "TP": 57260, + "n_pred": 60764, + "n_ref": 58847 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 214, + "IoU": 0.0, + "TN": 525482, + "TP": 0, + "n_pred": 214, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8944421164908003, + "FN": 1097, + "FP": 1674, + "IoU": 0.809041416856178, + "TN": 335953, + "TP": 11740, + "n_pred": 13414, + "n_ref": 12837 + }, + "15": { + "Dice": 0.35294117647058826, + "FN": 528, + "FP": 0, + "IoU": 0.21428571428571427, + "TN": 349792, + "TP": 144, + "n_pred": 144, + "n_ref": 672 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9237848497737906, + "FN": 780, + "FP": 5133, + "IoU": 0.8583644725495833, + "TN": 308716, + "TP": 35835, + "n_pred": 40968, + "n_ref": 36615 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 19453, + "IoU": 0.0, + "TN": 331011, + "TP": 0, + "n_pred": 19453, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9145869648399303, + "FN": 1337, + "FP": 672, + "IoU": 0.8426165295730513, + "TN": 337699, + "TP": 10756, + "n_pred": 11428, + "n_ref": 12093 + }, + "15": { + "Dice": 0.17995517130963817, + "FN": 6, + "FP": 2555, + "IoU": 0.09887403237156932, + "TN": 347622, + "TP": 281, + "n_pred": 2836, + "n_ref": 287 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9664721295855169, + "FN": 291, + "FP": 835, + "IoU": 0.9351195620858542, + "TN": 333109, + "TP": 16229, + "n_pred": 17064, + "n_ref": 16520 + }, + "10": { + "Dice": 0.9051659545169195, + "FN": 1305, + "FP": 3378, + "IoU": 0.8267608759988162, + "TN": 323432, + "TP": 22349, + "n_pred": 25727, + "n_ref": 23654 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 4332, + "FP": 0, + "IoU": 0.0, + "TN": 346132, + "TP": 0, + "n_pred": 0, + "n_ref": 4332 + }, + "13": { + "Dice": 0.20095313741064336, + "FN": 741, + "FP": 1271, + "IoU": 0.11169977924944813, + "TN": 348199, + "TP": 253, + "n_pred": 1524, + "n_ref": 994 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 22938, + "IoU": 0.0, + "TN": 327526, + "TP": 0, + "n_pred": 22938, + "n_ref": 0 + }, + "3": { + "Dice": 0.7579727816558508, + "FN": 27053, + "FP": 2522, + "IoU": 0.6102706691616372, + "TN": 274578, + "TP": 46311, + "n_pred": 48833, + "n_ref": 73364 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 350444, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "8": { + "Dice": 0.7539480387162506, + "FN": 483, + "FP": 0, + "IoU": 0.6050695012264923, + "TN": 349241, + "TP": 740, + "n_pred": 740, + "n_ref": 1223 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 357, + "FP": 5205, + "IoU": 0.0, + "TN": 520134, + "TP": 0, + "n_pred": 5205, + "n_ref": 357 + }, + "11": { + "Dice": 0.0, + "FN": 3551, + "FP": 0, + "IoU": 0.0, + "TN": 522145, + "TP": 0, + "n_pred": 0, + "n_ref": 3551 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.1579042131796903, + "FN": 6679, + "FP": 2675, + "IoU": 0.08571987098035383, + "TN": 515465, + "TP": 877, + "n_pred": 3552, + "n_ref": 7556 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9504123280677054, + "FN": 1624, + "FP": 1581, + "IoU": 0.9055101860314279, + "TN": 491777, + "TP": 30714, + "n_pred": 32295, + "n_ref": 32338 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1197, + "IoU": 0.0, + "TN": 524499, + "TP": 0, + "n_pred": 1197, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8848474882841404, + "FN": 2156, + "FP": 4847, + "IoU": 0.793476658114365, + "TN": 491787, + "TP": 26906, + "n_pred": 31753, + "n_ref": 29062 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8057463209530483, + "FN": 13319, + "FP": 541, + "IoU": 0.6746860697101279, + "TN": 483091, + "TP": 28745, + "n_pred": 29286, + "n_ref": 42064 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1410, + "IoU": 0.0, + "TN": 349054, + "TP": 0, + "n_pred": 1410, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 350463, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "14": { + "Dice": 0.9380743289122268, + "FN": 1581, + "FP": 1155, + "IoU": 0.8833709876806343, + "TN": 327005, + "TP": 20723, + "n_pred": 21878, + "n_ref": 22304 + }, + "15": { + "Dice": 0.5872470966328245, + "FN": 3590, + "FP": 2061, + "IoU": 0.41567573156860715, + "TN": 340793, + "TP": 4020, + "n_pred": 6081, + "n_ref": 7610 + }, + "2": { + "Dice": 0.5283018867924528, + "FN": 0, + "FP": 25, + "IoU": 0.358974358974359, + "TN": 350425, + "TP": 14, + "n_pred": 39, + "n_ref": 14 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.942124231503074, + "FN": 1574, + "FP": 1702, + "IoU": 0.8905811623246493, + "TN": 320524, + "TP": 26664, + "n_pred": 28366, + "n_ref": 28238 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 700909, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 4594, + "IoU": 0.0, + "TN": 696334, + "TP": 0, + "n_pred": 4594, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1074, + "IoU": 0.0, + "TN": 699854, + "TP": 0, + "n_pred": 1074, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7303940694498634, + "FN": 612, + "FP": 4916, + "IoU": 0.5752919483712354, + "TN": 687912, + "TP": 7488, + "n_pred": 12404, + "n_ref": 8100 + }, + "6": { + "Dice": 0.9144932320897986, + "FN": 279, + "FP": 1793, + "IoU": 0.8424574209245742, + "TN": 687776, + "TP": 11080, + "n_pred": 12873, + "n_ref": 11359 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 700927, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "8": { + "Dice": 0.8024558089326677, + "FN": 11134, + "FP": 3506, + "IoU": 0.6700845070422535, + "TN": 656553, + "TP": 29735, + "n_pred": 33241, + "n_ref": 40869 + }, + "9": { + "Dice": 0.8707347848264383, + "FN": 3763, + "FP": 1052, + "IoU": 0.7710631418790415, + "TN": 679896, + "TP": 16217, + "n_pred": 17269, + "n_ref": 19980 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9497842291094547, + "FN": 7, + "FP": 249, + "IoU": 0.904370564064251, + "TN": 347787, + "TP": 2421, + "n_pred": 2670, + "n_ref": 2428 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8260625351057854, + "FN": 4117, + "FP": 1457, + "IoU": 0.7036682615629984, + "TN": 506886, + "TP": 13236, + "n_pred": 14693, + "n_ref": 17353 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 6094, + "FP": 0, + "IoU": 0.0, + "TN": 519602, + "TP": 0, + "n_pred": 0, + "n_ref": 6094 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 7608, + "IoU": 0.0, + "TN": 518088, + "TP": 0, + "n_pred": 7608, + "n_ref": 0 + }, + "3": { + "Dice": 0.010979175368458738, + "FN": 16575, + "FP": 0, + "IoU": 0.005519889602207955, + "TN": 509029, + "TP": 92, + "n_pred": 92, + "n_ref": 16667 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 16795, + "IoU": 0.0, + "TN": 508901, + "TP": 0, + "n_pred": 16795, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 22, + "FP": 20249, + "IoU": 0.0, + "TN": 505425, + "TP": 0, + "n_pred": 20249, + "n_ref": 22 + }, + "8": { + "Dice": 0.9197690623133585, + "FN": 1481, + "FP": 131, + "IoU": 0.8514559528197567, + "TN": 514844, + "TP": 9240, + "n_pred": 9371, + "n_ref": 10721 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7433834976647639, + "FN": 923, + "FP": 3033, + "IoU": 0.5915754697501548, + "TN": 340778, + "TP": 5730, + "n_pred": 8763, + "n_ref": 6653 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7982060043934587, + "FN": 3045, + "FP": 3569, + "IoU": 0.6641787255648641, + "TN": 330769, + "TP": 13081, + "n_pred": 16650, + "n_ref": 16126 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 5211, + "IoU": 0.0, + "TN": 345253, + "TP": 0, + "n_pred": 5211, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 350463, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9201027146001467, + "FN": 477, + "FP": 1701, + "IoU": 0.8520279910319994, + "TN": 335745, + "TP": 12541, + "n_pred": 14242, + "n_ref": 13018 + }, + "9": { + "Dice": 0.9153168404447694, + "FN": 205, + "FP": 1996, + "IoU": 0.8438564131668559, + "TN": 336368, + "TP": 11895, + "n_pred": 13891, + "n_ref": 12100 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9505598985844074, + "FN": 1685, + "FP": 1591, + "IoU": 0.9057781356955908, + "TN": 490927, + "TP": 31493, + "n_pred": 33084, + "n_ref": 33178 + }, + "10": { + "Dice": 0.7914388376816123, + "FN": 740, + "FP": 5935, + "IoU": 0.6548603929679421, + "TN": 506356, + "TP": 12665, + "n_pred": 18600, + "n_ref": 13405 + }, + "11": { + "Dice": 0.0, + "FN": 1967, + "FP": 0, + "IoU": 0.0, + "TN": 523729, + "TP": 0, + "n_pred": 0, + "n_ref": 1967 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6700931790297443, + "FN": 9601, + "FP": 348, + "IoU": 0.5038647583902658, + "TN": 505643, + "TP": 10104, + "n_pred": 10452, + "n_ref": 19705 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9713108258044064, + "FN": 295, + "FP": 248, + "IoU": 0.9442218798151002, + "TN": 515961, + "TP": 9192, + "n_pred": 9440, + "n_ref": 9487 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.2922374429223744, + "FN": 100, + "FP": 1760, + "IoU": 0.1711229946524064, + "TN": 523452, + "TP": 384, + "n_pred": 2144, + "n_ref": 484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9111878735540758, + "FN": 789, + "FP": 7027, + "IoU": 0.8368641856776106, + "TN": 477785, + "TP": 40095, + "n_pred": 47122, + "n_ref": 40884 + }, + "7": { + "Dice": 0.5601828339258507, + "FN": 1504, + "FP": 228, + "IoU": 0.3890652557319224, + "TN": 522861, + "TP": 1103, + "n_pred": 1331, + "n_ref": 2607 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9022801302931596, + "FN": 2041, + "FP": 1739, + "IoU": 0.8219584569732937, + "TN": 504465, + "TP": 17451, + "n_pred": 19190, + "n_ref": 19492 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9466484268125855, + "FN": 34, + "FP": 5, + "IoU": 0.8987012987012987, + "TN": 700543, + "TP": 346, + "n_pred": 351, + "n_ref": 380 + }, + "10": { + "Dice": 0.310890312459145, + "FN": 4028, + "FP": 1243, + "IoU": 0.18405572755417957, + "TN": 694468, + "TP": 1189, + "n_pred": 2432, + "n_ref": 5217 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1426, + "FP": 0, + "IoU": 0.0, + "TN": 699502, + "TP": 0, + "n_pred": 0, + "n_ref": 1426 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8381990018828949, + "FN": 8651, + "FP": 200, + "IoU": 0.7214652106869749, + "TN": 669151, + "TP": 22926, + "n_pred": 23126, + "n_ref": 31577 + }, + "15": { + "Dice": 0.0, + "FN": 17215, + "FP": 0, + "IoU": 0.0, + "TN": 683713, + "TP": 0, + "n_pred": 0, + "n_ref": 17215 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 34683, + "IoU": 0.0, + "TN": 666245, + "TP": 0, + "n_pred": 34683, + "n_ref": 0 + }, + "3": { + "Dice": 0.5850046461204894, + "FN": 42193, + "FP": 681, + "IoU": 0.4134322028101186, + "TN": 627835, + "TP": 30219, + "n_pred": 30900, + "n_ref": 72412 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 28107, + "IoU": 0.0, + "TN": 322357, + "TP": 0, + "n_pred": 28107, + "n_ref": 0 + }, + "3": { + "Dice": 0.5550720073295731, + "FN": 30774, + "FP": 306, + "IoU": 0.3841520201319674, + "TN": 299997, + "TP": 19387, + "n_pred": 19693, + "n_ref": 50161 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0398.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.4045957675315998, + "FN": 1743.1822222222222, + "FP": 1210.288888888889, + "IoU": 0.33641821192111154, + "TN": 493859.0111111111, + "TP": 5519.25111111111, + "n_pred": 6729.539999999999, + "n_ref": 7262.433333333333 + }, + "mean": { + "1": { + "Dice": 0.5295225691281104, + "FN": 1061.3, + "FP": 1254.5666666666666, + "IoU": 0.48773231446382315, + "TN": 491300.4666666667, + "TP": 8715.4, + "n_pred": 9969.966666666667, + "n_ref": 9776.7 + }, + "10": { + "Dice": 0.26687797647773503, + "FN": 1959.5, + "FP": 1461.2, + "IoU": 0.19977375724654337, + "TN": 496862.1, + "TP": 2048.9333333333334, + "n_pred": 3510.133333333333, + "n_ref": 4008.4333333333334 + }, + "11": { + "Dice": 0.38801537848519674, + "FN": 457.6, + "FP": 114.36666666666666, + "IoU": 0.2633013471657738, + "TN": 501483.56666666665, + "TP": 276.2, + "n_pred": 390.56666666666666, + "n_ref": 733.8 + }, + "12": { + "Dice": 0.10516190367923885, + "FN": 335.73333333333335, + "FP": 94.23333333333333, + "IoU": 0.0710272546839698, + "TN": 501780.1666666667, + "TP": 121.6, + "n_pred": 215.83333333333334, + "n_ref": 457.3333333333333 + }, + "13": { + "Dice": 0.3561155822524186, + "FN": 2545.866666666667, + "FP": 1512.8333333333333, + "IoU": 0.25158158251958784, + "TN": 496174.26666666666, + "TP": 2098.766666666667, + "n_pred": 3611.6, + "n_ref": 4644.633333333333 + }, + "14": { + "Dice": 0.41561735092125474, + "FN": 1939.1666666666667, + "FP": 2127.4333333333334, + "IoU": 0.3368034731476804, + "TN": 492600.86666666664, + "TP": 5664.266666666666, + "n_pred": 7791.7, + "n_ref": 7603.433333333333 + }, + "15": { + "Dice": 0.28323719271938447, + "FN": 467.96666666666664, + "FP": 370.6333333333333, + "IoU": 0.2184927198523717, + "TN": 500650.1666666667, + "TP": 842.9666666666667, + "n_pred": 1213.6, + "n_ref": 1310.9333333333334 + }, + "2": { + "Dice": 0.5665200456729416, + "FN": 3783.1, + "FP": 1705.6333333333334, + "IoU": 0.5049166121445601, + "TN": 488699.73333333334, + "TP": 8143.266666666666, + "n_pred": 9848.9, + "n_ref": 11926.366666666667 + }, + "3": { + "Dice": 0.4343556874018064, + "FN": 1834.8333333333333, + "FP": 2751.266666666667, + "IoU": 0.3829277061887676, + "TN": 490022.8333333333, + "TP": 7722.8, + "n_pred": 10474.066666666668, + "n_ref": 9557.633333333333 + }, + "4": { + "Dice": 0.15358637525890848, + "FN": 2188.5, + "FP": 131.73333333333332, + "IoU": 0.10056002438847744, + "TN": 499561.43333333335, + "TP": 450.06666666666666, + "n_pred": 581.8, + "n_ref": 2638.5666666666666 + }, + "5": { + "Dice": 0.0907598572311258, + "FN": 76.2, + "FP": 90.8, + "IoU": 0.06406900953204456, + "TN": 502064.43333333335, + "TP": 100.3, + "n_pred": 191.1, + "n_ref": 176.5 + }, + "6": { + "Dice": 0.7240290534143543, + "FN": 3936.9333333333334, + "FP": 2770.5666666666666, + "IoU": 0.6665510020406792, + "TN": 468896.76666666666, + "TP": 26727.466666666667, + "n_pred": 29498.033333333333, + "n_ref": 30664.4 + }, + "7": { + "Dice": 0.46565506900845877, + "FN": 4093.0, + "FP": 2712.8, + "IoU": 0.39205815989154186, + "TN": 482014.63333333336, + "TP": 13511.3, + "n_pred": 16224.1, + "n_ref": 17604.3 + }, + "8": { + "Dice": 0.6406294389006875, + "FN": 213.33333333333334, + "FP": 277.4, + "IoU": 0.5543827573278908, + "TN": 499811.9666666667, + "TP": 2029.0333333333333, + "n_pred": 2306.4333333333334, + "n_ref": 2242.366666666667 + }, + "9": { + "Dice": 0.6488530324223751, + "FN": 1254.7, + "FP": 778.8666666666667, + "IoU": 0.5520954582229609, + "TN": 495961.76666666666, + "TP": 4336.4, + "n_pred": 5115.266666666666, + "n_ref": 5591.1 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 700918, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "10": { + "Dice": 0.06508549365692223, + "FN": 7443, + "FP": 4422, + "IoU": 0.033637400228050174, + "TN": 688650, + "TP": 413, + "n_pred": 4835, + "n_ref": 7856 + }, + "11": { + "Dice": 0.44124168514412415, + "FN": 1628, + "FP": 388, + "IoU": 0.283072546230441, + "TN": 698116, + "TP": 796, + "n_pred": 1184, + "n_ref": 2424 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.23702542142878683, + "FN": 14823, + "FP": 10478, + "IoU": 0.13444630700283944, + "TN": 671697, + "TP": 3930, + "n_pred": 14408, + "n_ref": 18753 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 12, + "FP": 0, + "IoU": 0.0, + "TN": 700916, + "TP": 0, + "n_pred": 0, + "n_ref": 12 + }, + "2": { + "Dice": 0.7834301536456919, + "FN": 2329, + "FP": 1660, + "IoU": 0.643966440556944, + "TN": 689724, + "TP": 7215, + "n_pred": 8875, + "n_ref": 9544 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.09101633929098095, + "FN": 28213, + "FP": 2607, + "IoU": 0.04767790377900689, + "TN": 668565, + "TP": 1543, + "n_pred": 4150, + "n_ref": 29756 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 436, + "IoU": 0.0, + "TN": 700492, + "TP": 0, + "n_pred": 436, + "n_ref": 0 + }, + "6": { + "Dice": 0.8931107010789919, + "FN": 3819, + "FP": 10258, + "IoU": 0.8068654218173337, + "TN": 628041, + "TP": 58810, + "n_pred": 69068, + "n_ref": 62629 + }, + "7": { + "Dice": 0.0028609029009555417, + "FN": 1914, + "FP": 15513, + "IoU": 0.0014325005730002293, + "TN": 683476, + "TP": 25, + "n_pred": 15538, + "n_ref": 1939 + }, + "8": { + "Dice": 0.3557483731019523, + "FN": 2, + "FP": 295, + "IoU": 0.21635883905013192, + "TN": 700549, + "TP": 82, + "n_pred": 377, + "n_ref": 84 + }, + "9": { + "Dice": 0.5019883756500458, + "FN": 5291, + "FP": 1221, + "IoU": 0.3351031243618542, + "TN": 691134, + "TP": 3282, + "n_pred": 4503, + "n_ref": 8573 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 525690, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.011254924029262802, + "FN": 3514, + "FP": 0, + "IoU": 0.005659309564233163, + "TN": 522162, + "TP": 20, + "n_pred": 20, + "n_ref": 3534 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 118, + "IoU": 0.0, + "TN": 525578, + "TP": 0, + "n_pred": 118, + "n_ref": 0 + }, + "13": { + "Dice": 0.35782195332757133, + "FN": 729, + "FP": 14, + "IoU": 0.21789473684210525, + "TN": 524746, + "TP": 207, + "n_pred": 221, + "n_ref": 936 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9709541098744122, + "FN": 623, + "FP": 353, + "IoU": 0.9435479206431835, + "TN": 508407, + "TP": 16313, + "n_pred": 16666, + "n_ref": 16936 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.972072080540698, + "FN": 1230, + "FP": 1741, + "IoU": 0.9456617162923403, + "TN": 471020, + "TP": 51705, + "n_pred": 53446, + "n_ref": 52935 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8433016582820942, + "FN": 547, + "FP": 294, + "IoU": 0.7290592783505154, + "TN": 522592, + "TP": 2263, + "n_pred": 2557, + "n_ref": 2810 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 350462, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 35, + "FP": 0, + "IoU": 0.0, + "TN": 700893, + "TP": 0, + "n_pred": 0, + "n_ref": 35 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8846349383363946, + "FN": 27159, + "FP": 979, + "IoU": 0.7931348835841524, + "TN": 564907, + "TP": 107883, + "n_pred": 108862, + "n_ref": 135042 + }, + "15": { + "Dice": 0.06649801228767618, + "FN": 78, + "FP": 2505, + "IoU": 0.034392523364485984, + "TN": 698253, + "TP": 92, + "n_pred": 2597, + "n_ref": 170 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9546764752692355, + "FN": 1463, + "FP": 1100, + "IoU": 0.9132832588983625, + "TN": 671372, + "TP": 26993, + "n_pred": 28093, + "n_ref": 28456 + }, + "7": { + "Dice": 0.4854904654796069, + "FN": 46186, + "FP": 249, + "IoU": 0.32055953060298786, + "TN": 632585, + "TP": 21908, + "n_pred": 22157, + "n_ref": 68094 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 64, + "IoU": 0.0, + "TN": 525632, + "TP": 0, + "n_pred": 64, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 723, + "FP": 1717, + "IoU": 0.0, + "TN": 523256, + "TP": 0, + "n_pred": 1717, + "n_ref": 723 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 525668, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 703, + "IoU": 0.0, + "TN": 524993, + "TP": 0, + "n_pred": 703, + "n_ref": 0 + }, + "13": { + "Dice": 0.5206927575348628, + "FN": 4606, + "FP": 8180, + "IoU": 0.35198418731944653, + "TN": 505965, + "TP": 6945, + "n_pred": 15125, + "n_ref": 11551 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.09936802474115906, + "FN": 26563, + "FP": 229, + "IoU": 0.052281570569508315, + "TN": 497426, + "TP": 1478, + "n_pred": 1707, + "n_ref": 28041 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 27933, + "IoU": 0.0, + "TN": 497763, + "TP": 0, + "n_pred": 27933, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 525673, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "9": { + "Dice": 0.08920353982300885, + "FN": 723, + "FP": 6996, + "IoU": 0.04668395702111893, + "TN": 517599, + "TP": 378, + "n_pred": 7374, + "n_ref": 1101 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7621496598639456, + "FN": 352, + "FP": 17130, + "IoU": 0.6157042052274077, + "TN": 480205, + "TP": 28009, + "n_pred": 45139, + "n_ref": 28361 + }, + "15": { + "Dice": 0.486193684766812, + "FN": 966, + "FP": 2923, + "IoU": 0.3211729795775877, + "TN": 519967, + "TP": 1840, + "n_pred": 4763, + "n_ref": 2806 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8005488114057326, + "FN": 1477, + "FP": 5210, + "IoU": 0.6674292534938081, + "TN": 330357, + "TP": 13420, + "n_pred": 18630, + "n_ref": 14897 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5228591925911433, + "FN": 9872, + "FP": 4760, + "IoU": 0.3539670625634686, + "TN": 327815, + "TP": 8017, + "n_pred": 12777, + "n_ref": 17889 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.38961038961038963, + "FN": 85, + "FP": 56, + "IoU": 0.24193548387096775, + "TN": 350278, + "TP": 45, + "n_pred": 101, + "n_ref": 130 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 350462, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "4": { + "Dice": 0.45454545454545453, + "FN": 11, + "FP": 1, + "IoU": 0.29411764705882354, + "TN": 350447, + "TP": 5, + "n_pred": 6, + "n_ref": 16 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8776362497389851, + "FN": 451, + "FP": 721, + "IoU": 0.781953488372093, + "TN": 345089, + "TP": 4203, + "n_pred": 4924, + "n_ref": 4654 + }, + "9": { + "Dice": 0.9296557425992696, + "FN": 1878, + "FP": 1185, + "IoU": 0.8685576964339355, + "TN": 327161, + "TP": 20240, + "n_pred": 21425, + "n_ref": 22118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.5811852831020049, + "FN": 1868, + "FP": 1934, + "IoU": 0.4096273291925466, + "TN": 344024, + "TP": 2638, + "n_pred": 4572, + "n_ref": 4506 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 350458, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 350454, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9350735172641665, + "FN": 1642, + "FP": 323, + "IoU": 0.8780639156065777, + "TN": 334349, + "TP": 14150, + "n_pred": 14473, + "n_ref": 15792 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9534985092322982, + "FN": 3304, + "FP": 2030, + "IoU": 0.9111296234588471, + "TN": 290444, + "TP": 54686, + "n_pred": 56716, + "n_ref": 57990 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.6062256809338521, + "FN": 161, + "FP": 851, + "IoU": 0.4349525404801787, + "TN": 348673, + "TP": 779, + "n_pred": 1630, + "n_ref": 940 + }, + "9": { + "Dice": 0.85287228109314, + "FN": 1250, + "FP": 2707, + "IoU": 0.7434850252819915, + "TN": 335038, + "TP": 11469, + "n_pred": 14176, + "n_ref": 12719 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.970060876469921, + "FN": 2000, + "FP": 1959, + "IoU": 0.9418623434218835, + "TN": 457599, + "TP": 64138, + "n_pred": 66097, + "n_ref": 66138 + }, + "10": { + "Dice": 0.8225865209471767, + "FN": 807, + "FP": 654, + "IoU": 0.6986386138613861, + "TN": 520848, + "TP": 3387, + "n_pred": 4041, + "n_ref": 4194 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5887305699481865, + "FN": 1591, + "FP": 949, + "IoU": 0.41716383662230383, + "TN": 521338, + "TP": 1818, + "n_pred": 2767, + "n_ref": 3409 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 525687, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 525685, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "3": { + "Dice": 0.9443713362842445, + "FN": 373, + "FP": 1487, + "IoU": 0.8946056210335449, + "TN": 508048, + "TP": 15788, + "n_pred": 17275, + "n_ref": 16161 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 58, + "IoU": 0.0, + "TN": 525638, + "TP": 0, + "n_pred": 58, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7565084226646248, + "FN": 42, + "FP": 117, + "IoU": 0.6083743842364532, + "TN": 525290, + "TP": 247, + "n_pred": 364, + "n_ref": 289 + }, + "7": { + "Dice": 0.9262621212227911, + "FN": 9795, + "FP": 676, + "IoU": 0.862651993126697, + "TN": 449459, + "TP": 65766, + "n_pred": 66442, + "n_ref": 75561 + }, + "8": { + "Dice": 0.954403063000348, + "FN": 1114, + "FP": 589, + "IoU": 0.9127829560585885, + "TN": 506170, + "TP": 17823, + "n_pred": 18412, + "n_ref": 18937 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9748650951434251, + "FN": 152, + "FP": 202, + "IoU": 0.9509627372212218, + "TN": 518477, + "TP": 6865, + "n_pred": 7067, + "n_ref": 7017 + }, + "10": { + "Dice": 0.7139022537351228, + "FN": 4308, + "FP": 1341, + "IoU": 0.5550917539576278, + "TN": 512999, + "TP": 7048, + "n_pred": 8389, + "n_ref": 11356 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5625106022052587, + "FN": 2284, + "FP": 295, + "IoU": 0.39131460939343876, + "TN": 521459, + "TP": 1658, + "n_pred": 1953, + "n_ref": 3942 + }, + "13": { + "Dice": 0.8068087205895957, + "FN": 3569, + "FP": 2696, + "IoU": 0.6761771850932962, + "TN": 506349, + "TP": 13082, + "n_pred": 15778, + "n_ref": 16651 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9474583511319948, + "FN": 502, + "FP": 359, + "IoU": 0.9001623376623377, + "TN": 517072, + "TP": 7763, + "n_pred": 8122, + "n_ref": 8265 + }, + "3": { + "Dice": 0.9606278950077201, + "FN": 1981, + "FP": 773, + "IoU": 0.9242386729388462, + "TN": 489345, + "TP": 33597, + "n_pred": 34370, + "n_ref": 35578 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 525681, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 82, + "FP": 0, + "IoU": 0.0, + "TN": 525614, + "TP": 0, + "n_pred": 0, + "n_ref": 82 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.19032258064516128, + "FN": 14554, + "FP": 4, + "IoU": 0.1051693404634581, + "TN": 509427, + "TP": 1711, + "n_pred": 1715, + "n_ref": 16265 + }, + "8": { + "Dice": 0.9585954198473282, + "FN": 1178, + "FP": 178, + "IoU": 0.9204831994370491, + "TN": 508643, + "TP": 15697, + "n_pred": 15875, + "n_ref": 16875 + }, + "9": { + "Dice": 0.9606995291630633, + "FN": 354, + "FP": 1282, + "IoU": 0.9243713017751479, + "TN": 504064, + "TP": 19996, + "n_pred": 21278, + "n_ref": 20350 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 949, + "IoU": 0.0, + "TN": 524747, + "TP": 0, + "n_pred": 949, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 4303, + "IoU": 0.0, + "TN": 521393, + "TP": 0, + "n_pred": 4303, + "n_ref": 0 + }, + "11": { + "Dice": 0.4941069809610154, + "FN": 553, + "FP": 563, + "IoU": 0.32811559301625526, + "TN": 524035, + "TP": 545, + "n_pred": 1108, + "n_ref": 1098 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 525689, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.930298273155416, + "FN": 2396, + "FP": 268, + "IoU": 0.8696800704432052, + "TN": 505254, + "TP": 17778, + "n_pred": 18046, + "n_ref": 20174 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 57, + "IoU": 0.0, + "TN": 525639, + "TP": 0, + "n_pred": 57, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.887393745814229, + "FN": 8550, + "FP": 2379, + "IoU": 0.7975811231293525, + "TN": 471704, + "TP": 43063, + "n_pred": 45442, + "n_ref": 51613 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.869473565338503, + "FN": 6067, + "FP": 868, + "IoU": 0.7690873372623448, + "TN": 495663, + "TP": 23098, + "n_pred": 23966, + "n_ref": 29165 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 126, + "IoU": 0.0, + "TN": 525570, + "TP": 0, + "n_pred": 126, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6992543902678309, + "FN": 11593, + "FP": 669, + "IoU": 0.5375796658747218, + "TN": 499179, + "TP": 14255, + "n_pred": 14924, + "n_ref": 25848 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.4267505594655077, + "FN": 15200, + "FP": 2475, + "IoU": 0.27125422610703387, + "TN": 501442, + "TP": 6579, + "n_pred": 9054, + "n_ref": 21779 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 14167, + "IoU": 0.0, + "TN": 511529, + "TP": 0, + "n_pred": 14167, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 44, + "IoU": 0.0, + "TN": 525652, + "TP": 0, + "n_pred": 44, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 2532, + "IoU": 0.0, + "TN": 523164, + "TP": 0, + "n_pred": 2532, + "n_ref": 0 + }, + "9": { + "Dice": 0.7205539461598248, + "FN": 3873, + "FP": 82, + "IoU": 0.5631764965760989, + "TN": 516642, + "TP": 5099, + "n_pred": 5181, + "n_ref": 8972 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6038229376257546, + "FN": 1700, + "FP": 2238, + "IoU": 0.43248306672431186, + "TN": 343525, + "TP": 3001, + "n_pred": 5239, + "n_ref": 4701 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.7609381429159238, + "FN": 1667, + "FP": 76, + "IoU": 0.6141244188620766, + "TN": 345947, + "TP": 2774, + "n_pred": 2850, + "n_ref": 4441 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 180, + "IoU": 0.0, + "TN": 350284, + "TP": 0, + "n_pred": 180, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.16867196367763904, + "FN": 2936, + "FP": 4388, + "IoU": 0.09210363208131896, + "TN": 517629, + "TP": 743, + "n_pred": 5131, + "n_ref": 3679 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 155, + "IoU": 0.0, + "TN": 525541, + "TP": 0, + "n_pred": 155, + "n_ref": 0 + }, + "13": { + "Dice": 0.5303697183098591, + "FN": 10311, + "FP": 2493, + "IoU": 0.3608864929619647, + "TN": 505662, + "TP": 7230, + "n_pred": 9723, + "n_ref": 17541 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.08104575163398693, + "FN": 2563, + "FP": 249, + "IoU": 0.04223433242506812, + "TN": 522760, + "TP": 124, + "n_pred": 373, + "n_ref": 2687 + }, + "5": { + "Dice": 0.0, + "FN": 12, + "FP": 0, + "IoU": 0.0, + "TN": 525684, + "TP": 0, + "n_pred": 0, + "n_ref": 12 + }, + "6": { + "Dice": 0.0, + "FN": 516, + "FP": 0, + "IoU": 0.0, + "TN": 525180, + "TP": 0, + "n_pred": 0, + "n_ref": 516 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 274, + "IoU": 0.0, + "TN": 525422, + "TP": 0, + "n_pred": 274, + "n_ref": 0 + }, + "8": { + "Dice": 0.9031706983736504, + "FN": 149, + "FP": 2685, + "IoU": 0.8234377920378793, + "TN": 509645, + "TP": 13217, + "n_pred": 15902, + "n_ref": 13366 + }, + "9": { + "Dice": 0.16315959857559081, + "FN": 7622, + "FP": 133, + "IoU": 0.08882622488544237, + "TN": 517185, + "TP": 756, + "n_pred": 889, + "n_ref": 8378 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7436567248938055, + "FN": 7158, + "FP": 4127, + "IoU": 0.5919216026614594, + "TN": 498042, + "TP": 16369, + "n_pred": 20496, + "n_ref": 23527 + }, + "11": { + "Dice": 0.6276104638382062, + "FN": 3129, + "FP": 259, + "IoU": 0.4573121896524107, + "TN": 519453, + "TP": 2855, + "n_pred": 3114, + "n_ref": 5984 + }, + "12": { + "Dice": 0.0, + "FN": 3046, + "FP": 1, + "IoU": 0.0, + "TN": 522649, + "TP": 0, + "n_pred": 1, + "n_ref": 3046 + }, + "13": { + "Dice": 0.7023507339145789, + "FN": 1999, + "FP": 698, + "IoU": 0.5412485116516415, + "TN": 519817, + "TP": 3182, + "n_pred": 3880, + "n_ref": 5181 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9647360547125454, + "FN": 107, + "FP": 223, + "IoU": 0.9318744838976053, + "TN": 520852, + "TP": 4514, + "n_pred": 4737, + "n_ref": 4621 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 525695, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "6": { + "Dice": 0.8978188936011559, + "FN": 1368, + "FP": 7402, + "IoU": 0.8145838178397006, + "TN": 478397, + "TP": 38529, + "n_pred": 45931, + "n_ref": 39897 + }, + "7": { + "Dice": 0.914931463848488, + "FN": 383, + "FP": 430, + "IoU": 0.8432015429122469, + "TN": 520511, + "TP": 4372, + "n_pred": 4802, + "n_ref": 4755 + }, + "8": { + "Dice": 0.9002737583105201, + "FN": 58, + "FP": 197, + "IoU": 0.8186344238975818, + "TN": 524290, + "TP": 1151, + "n_pred": 1348, + "n_ref": 1209 + }, + "9": { + "Dice": 0.8130218436366703, + "FN": 5559, + "FP": 1092, + "IoU": 0.684950973426176, + "TN": 504585, + "TP": 14460, + "n_pred": 15552, + "n_ref": 20019 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 120, + "IoU": 0.0, + "TN": 525576, + "TP": 0, + "n_pred": 120, + "n_ref": 0 + }, + "10": { + "Dice": 0.5733308771283455, + "FN": 15440, + "FP": 773, + "IoU": 0.40186674537002876, + "TN": 498590, + "TP": 10893, + "n_pred": 11666, + "n_ref": 26333 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.016271186440677966, + "FN": 4353, + "FP": 0, + "IoU": 0.008202323991797676, + "TN": 521307, + "TP": 36, + "n_pred": 36, + "n_ref": 4389 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9252243270189432, + "FN": 2277, + "FP": 1548, + "IoU": 0.8608534322820037, + "TN": 498207, + "TP": 23664, + "n_pred": 25212, + "n_ref": 25941 + }, + "7": { + "Dice": 0.6338824860354946, + "FN": 11987, + "FP": 8725, + "IoU": 0.4640028984007039, + "TN": 487054, + "TP": 17930, + "n_pred": 26655, + "n_ref": 29917 + }, + "8": { + "Dice": 0.874251497005988, + "FN": 175, + "FP": 14, + "IoU": 0.776595744680851, + "TN": 524850, + "TP": 657, + "n_pred": 671, + "n_ref": 832 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8521792375808579, + "FN": 551, + "FP": 18279, + "IoU": 0.7424323252219349, + "TN": 277357, + "TP": 54277, + "n_pred": 72556, + "n_ref": 54828 + }, + "10": { + "Dice": 0.16061185468451242, + "FN": 405, + "FP": 34, + "IoU": 0.08731808731808732, + "TN": 349983, + "TP": 42, + "n_pred": 76, + "n_ref": 447 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.7647058823529411, + "FN": 5, + "FP": 11, + "IoU": 0.6190476190476191, + "TN": 350422, + "TP": 26, + "n_pred": 37, + "n_ref": 31 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.031496062992125984, + "FN": 492, + "FP": 0, + "IoU": 0.016, + "TN": 349964, + "TP": 8, + "n_pred": 8, + "n_ref": 500 + }, + "6": { + "Dice": 0.7495823861138673, + "FN": 29130, + "FP": 10746, + "IoU": 0.5994656327530962, + "TN": 250907, + "TP": 59681, + "n_pred": 70427, + "n_ref": 88811 + }, + "7": { + "Dice": 0.03538083538083538, + "FN": 701, + "FP": 26781, + "IoU": 0.018009004502251125, + "TN": 322478, + "TP": 504, + "n_pred": 27285, + "n_ref": 1205 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8547842401500938, + "FN": 162, + "FP": 612, + "IoU": 0.7463958060288336, + "TN": 347412, + "TP": 2278, + "n_pred": 2890, + "n_ref": 2440 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5558312655086849, + "FN": 145, + "FP": 34, + "IoU": 0.3848797250859107, + "TN": 350173, + "TP": 112, + "n_pred": 146, + "n_ref": 257 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.03052140737600678, + "FN": 2285, + "FP": 2, + "IoU": 0.015497201894102454, + "TN": 348141, + "TP": 36, + "n_pred": 38, + "n_ref": 2321 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 330, + "IoU": 0.0, + "TN": 350134, + "TP": 0, + "n_pred": 330, + "n_ref": 0 + }, + "4": { + "Dice": 0.10609177922891135, + "FN": 19676, + "FP": 310, + "IoU": 0.056017381447194405, + "TN": 329292, + "TP": 1186, + "n_pred": 1496, + "n_ref": 20862 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.919435169881643, + "FN": 1118, + "FP": 6145, + "IoU": 0.8508838565298622, + "TN": 301757, + "TP": 41444, + "n_pred": 47589, + "n_ref": 42562 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 12431, + "IoU": 0.0, + "TN": 338033, + "TP": 0, + "n_pred": 12431, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 82, + "IoU": 0.0, + "TN": 350382, + "TP": 0, + "n_pred": 82, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0074119827053736875, + "FN": 1593, + "FP": 14, + "IoU": 0.0037197768133911966, + "TN": 348851, + "TP": 6, + "n_pred": 20, + "n_ref": 1599 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6248274955641716, + "FN": 16949, + "FP": 178, + "IoU": 0.4543629934053331, + "TN": 319075, + "TP": 14262, + "n_pred": 14440, + "n_ref": 31211 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 16085, + "IoU": 0.0, + "TN": 334379, + "TP": 0, + "n_pred": 16085, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.2857142857142857, + "FN": 10, + "FP": 30, + "IoU": 0.16666666666666666, + "TN": 350416, + "TP": 8, + "n_pred": 38, + "n_ref": 18 + }, + "9": { + "Dice": 0.8526050905490697, + "FN": 1456, + "FP": 2117, + "IoU": 0.7430790249514633, + "TN": 336557, + "TP": 10334, + "n_pred": 12451, + "n_ref": 11790 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9575055646375366, + "FN": 220, + "FP": 4381, + "IoU": 0.9184754682212024, + "TN": 819723, + "TP": 51836, + "n_pred": 56217, + "n_ref": 52056 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.4482181296340588, + "FN": 2057, + "FP": 250, + "IoU": 0.28884093711467324, + "TN": 872916, + "TP": 937, + "n_pred": 1187, + "n_ref": 2994 + }, + "12": { + "Dice": 0.07142857142857142, + "FN": 31, + "FP": 21, + "IoU": 0.037037037037037035, + "TN": 876106, + "TP": 2, + "n_pred": 23, + "n_ref": 33 + }, + "13": { + "Dice": 0.33610385498298107, + "FN": 4009, + "FP": 4378, + "IoU": 0.20199809705042818, + "TN": 865650, + "TP": 2123, + "n_pred": 6501, + "n_ref": 6132 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8783768749178222, + "FN": 10602, + "FP": 1423, + "IoU": 0.783130139950945, + "TN": 820712, + "TP": 43423, + "n_pred": 44846, + "n_ref": 54025 + }, + "3": { + "Dice": 0.6882908857920872, + "FN": 557, + "FP": 7227, + "IoU": 0.5247282940529979, + "TN": 859782, + "TP": 8594, + "n_pred": 15821, + "n_ref": 9151 + }, + "4": { + "Dice": 0.02826086956521739, + "FN": 1774, + "FP": 14, + "IoU": 0.014332965821389196, + "TN": 874346, + "TP": 26, + "n_pred": 40, + "n_ref": 1800 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9069071832865492, + "FN": 3520, + "FP": 10641, + "IoU": 0.8296707922876148, + "TN": 793021, + "TP": 68978, + "n_pred": 79619, + "n_ref": 72498 + }, + "7": { + "Dice": 0.7638533674339301, + "FN": 10668, + "FP": 2074, + "IoU": 0.6179310344827587, + "TN": 842810, + "TP": 20608, + "n_pred": 22682, + "n_ref": 31276 + }, + "8": { + "Dice": 0.851225536766103, + "FN": 1435, + "FP": 131, + "IoU": 0.740985775719484, + "TN": 870114, + "TP": 4480, + "n_pred": 4611, + "n_ref": 5915 + }, + "9": { + "Dice": 0.8821903610295387, + "FN": 2665, + "FP": 1427, + "IoU": 0.7892134136918559, + "TN": 856747, + "TP": 15321, + "n_pred": 16748, + "n_ref": 17986 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4602, + "IoU": 0.0, + "TN": 521094, + "TP": 0, + "n_pred": 4602, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 287, + "IoU": 0.0, + "TN": 525409, + "TP": 0, + "n_pred": 287, + "n_ref": 0 + }, + "11": { + "Dice": 0.5005055611729019, + "FN": 979, + "FP": 9, + "IoU": 0.3337828725556305, + "TN": 524213, + "TP": 495, + "n_pred": 504, + "n_ref": 1474 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 525672, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 560, + "IoU": 0.0, + "TN": 525136, + "TP": 0, + "n_pred": 560, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.96937414310594, + "FN": 2847, + "FP": 459, + "IoU": 0.9405684290003056, + "TN": 470069, + "TP": 52321, + "n_pred": 52780, + "n_ref": 55168 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9097981948594605, + "FN": 11301, + "FP": 3400, + "IoU": 0.8345227375056281, + "TN": 436856, + "TP": 74139, + "n_pred": 77539, + "n_ref": 85440 + }, + "7": { + "Dice": 0.9347534805070111, + "FN": 17249, + "FP": 963, + "IoU": 0.8774996804982882, + "TN": 377027, + "TP": 130457, + "n_pred": 131420, + "n_ref": 147706 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9382033594944127, + "FN": 2373, + "FP": 5430, + "IoU": 0.8835998567933647, + "TN": 458660, + "TP": 59233, + "n_pred": 64663, + "n_ref": 61606 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1649, + "FP": 0, + "IoU": 0.0, + "TN": 524047, + "TP": 0, + "n_pred": 0, + "n_ref": 1649 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9605449041372351, + "FN": 1027, + "FP": 537, + "IoU": 0.9240850402873507, + "TN": 505094, + "TP": 19038, + "n_pred": 19575, + "n_ref": 20065 + }, + "3": { + "Dice": 0.8811748401806071, + "FN": 5003, + "FP": 313, + "IoU": 0.7875894034442802, + "TN": 500669, + "TP": 19711, + "n_pred": 20024, + "n_ref": 24714 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8431039213769133, + "FN": 49274, + "FP": 471, + "IoU": 0.7287637471987611, + "TN": 342295, + "TP": 133656, + "n_pred": 134127, + "n_ref": 182930 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 911, + "IoU": 0.0, + "TN": 524785, + "TP": 0, + "n_pred": 911, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5021295590231927, + "FN": 26217, + "FP": 552, + "IoU": 0.3352289659282805, + "TN": 660660, + "TP": 13499, + "n_pred": 14051, + "n_ref": 39716 + }, + "10": { + "Dice": 0.32841183129091, + "FN": 13622, + "FP": 13670, + "IoU": 0.19646695127336963, + "TN": 666963, + "TP": 6673, + "n_pred": 20343, + "n_ref": 20295 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.14443500424808836, + "FN": 1471, + "FP": 543, + "IoU": 0.07783882783882784, + "TN": 698744, + "TP": 170, + "n_pred": 713, + "n_ref": 1641 + }, + "13": { + "Dice": 0.39924788467565026, + "FN": 4851, + "FP": 6651, + "IoU": 0.2494126859827721, + "TN": 685604, + "TP": 3822, + "n_pred": 10473, + "n_ref": 8673 + }, + "14": { + "Dice": 0.3027253668763103, + "FN": 15417, + "FP": 14517, + "IoU": 0.1783596837944664, + "TN": 664496, + "TP": 6498, + "n_pred": 21015, + "n_ref": 21915 + }, + "15": { + "Dice": 0.0, + "FN": 9189, + "FP": 0, + "IoU": 0.0, + "TN": 691739, + "TP": 0, + "n_pred": 0, + "n_ref": 9189 + }, + "2": { + "Dice": 0.0, + "FN": 16909, + "FP": 30264, + "IoU": 0.0, + "TN": 653755, + "TP": 0, + "n_pred": 30264, + "n_ref": 16909 + }, + "3": { + "Dice": 0.43360454308160484, + "FN": 34140, + "FP": 10343, + "IoU": 0.27681677775971386, + "TN": 639418, + "TP": 17027, + "n_pred": 27370, + "n_ref": 51167 + }, + "4": { + "Dice": 0.0, + "FN": 1115, + "FP": 58, + "IoU": 0.0, + "TN": 699755, + "TP": 0, + "n_pred": 58, + "n_ref": 1115 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 49, + "IoU": 0.0, + "TN": 700879, + "TP": 0, + "n_pred": 49, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 21467, + "IoU": 0.0, + "TN": 679461, + "TP": 0, + "n_pred": 21467, + "n_ref": 0 + }, + "7": { + "Dice": 0.3822073272907304, + "FN": 3077, + "FP": 5034, + "IoU": 0.23625235404896422, + "TN": 690308, + "TP": 2509, + "n_pred": 7543, + "n_ref": 5586 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.3992857142857143, + "FN": 194, + "FP": 3170, + "IoU": 0.249442213297635, + "TN": 696446, + "TP": 1118, + "n_pred": 4288, + "n_ref": 1312 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8912152935821575, + "FN": 66, + "FP": 173, + "IoU": 0.8037766830870279, + "TN": 524478, + "TP": 979, + "n_pred": 1152, + "n_ref": 1045 + }, + "10": { + "Dice": 0.42699724517906334, + "FN": 4415, + "FP": 2241, + "IoU": 0.2714535901926445, + "TN": 516560, + "TP": 2480, + "n_pred": 4721, + "n_ref": 6895 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 525691, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2748, + "IoU": 0.0, + "TN": 522948, + "TP": 0, + "n_pred": 2748, + "n_ref": 0 + }, + "14": { + "Dice": 0.5067140162024193, + "FN": 15214, + "FP": 29236, + "IoU": 0.3393281807372176, + "TN": 458416, + "TP": 22830, + "n_pred": 52066, + "n_ref": 38044 + }, + "15": { + "Dice": 0.8964670954972785, + "FN": 1481, + "FP": 3750, + "IoU": 0.8123610015065643, + "TN": 497818, + "TP": 22647, + "n_pred": 26397, + "n_ref": 24128 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4092, + "IoU": 0.0, + "TN": 521604, + "TP": 0, + "n_pred": 4092, + "n_ref": 0 + }, + "3": { + "Dice": 0.8688192569140516, + "FN": 10537, + "FP": 733, + "IoU": 0.7680640447819556, + "TN": 477105, + "TP": 37321, + "n_pred": 38054, + "n_ref": 47858 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 139, + "IoU": 0.0, + "TN": 525557, + "TP": 0, + "n_pred": 139, + "n_ref": 0 + }, + "7": { + "Dice": 0.9682651209087183, + "FN": 5355, + "FP": 3317, + "IoU": 0.9384824924805629, + "TN": 384728, + "TP": 132296, + "n_pred": 135613, + "n_ref": 137651 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.881578947368421, + "FN": 0, + "FP": 774, + "IoU": 0.788235294117647, + "TN": 522041, + "TP": 2881, + "n_pred": 3655, + "n_ref": 2881 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 461, + "IoU": 0.0, + "TN": 525235, + "TP": 0, + "n_pred": 461, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8525566090834308, + "FN": 13427, + "FP": 195, + "IoU": 0.7430053768512405, + "TN": 472691, + "TP": 39383, + "n_pred": 39578, + "n_ref": 52810 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 153, + "IoU": 0.0, + "TN": 525543, + "TP": 0, + "n_pred": 153, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9807105762097107, + "FN": 182, + "FP": 2158, + "IoU": 0.9621512333198544, + "TN": 463871, + "TP": 59485, + "n_pred": 61643, + "n_ref": 59667 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9751006036217303, + "FN": 260, + "FP": 136, + "IoU": 0.9514110429447853, + "TN": 692778, + "TP": 7754, + "n_pred": 7890, + "n_ref": 8014 + }, + "10": { + "Dice": 0.0, + "FN": 16, + "FP": 0, + "IoU": 0.0, + "TN": 700912, + "TP": 0, + "n_pred": 0, + "n_ref": 16 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.005800253761102049, + "FN": 3923, + "FP": 1562, + "IoU": 0.0029085620796218867, + "TN": 695427, + "TP": 16, + "n_pred": 1578, + "n_ref": 3939 + }, + "14": { + "Dice": 0.8687148260909678, + "FN": 33, + "FP": 1390, + "IoU": 0.7679008318381993, + "TN": 694797, + "TP": 4708, + "n_pred": 6098, + "n_ref": 4741 + }, + "15": { + "Dice": 0.25026436376454003, + "FN": 2313, + "FP": 1941, + "IoU": 0.14302981466559225, + "TN": 695964, + "TP": 710, + "n_pred": 2651, + "n_ref": 3023 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 8062, + "IoU": 0.0, + "TN": 692866, + "TP": 0, + "n_pred": 8062, + "n_ref": 0 + }, + "3": { + "Dice": 0.9737406714138398, + "FN": 2449, + "FP": 2924, + "IoU": 0.9488251597725562, + "TN": 595935, + "TP": 99620, + "n_pred": 102544, + "n_ref": 102069 + }, + "4": { + "Dice": 0.6213171830656251, + "FN": 12303, + "FP": 640, + "IoU": 0.45065998896481474, + "TN": 677367, + "TP": 10618, + "n_pred": 11258, + "n_ref": 22921 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9829143943822469, + "FN": 997, + "FP": 1312, + "IoU": 0.9664028169833833, + "TN": 632202, + "TP": 66417, + "n_pred": 67729, + "n_ref": 67414 + }, + "7": { + "Dice": 0.7466158834731587, + "FN": 921, + "FP": 4002, + "IoU": 0.595680026281209, + "TN": 688752, + "TP": 7253, + "n_pred": 11255, + "n_ref": 8174 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9478260869565217, + "FN": 17, + "FP": 19, + "IoU": 0.9008264462809917, + "TN": 525333, + "TP": 327, + "n_pred": 346, + "n_ref": 344 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0390.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.41759977921450003, + "FN": 873.5977777777777, + "FP": 763.337777777778, + "IoU": 0.35824105477741586, + "TN": 439339.43333333335, + "TP": 2944.6977777777774, + "n_pred": 3708.035555555555, + "n_ref": 3818.295555555555 + }, + "mean": { + "1": { + "Dice": 0.6442522529946951, + "FN": 849.8, + "FP": 211.46666666666667, + "IoU": 0.5949902222213822, + "TN": 435728.86666666664, + "TP": 7130.933333333333, + "n_pred": 7342.4, + "n_ref": 7980.733333333334 + }, + "10": { + "Dice": 0.3343812409997251, + "FN": 962.0333333333333, + "FP": 509.96666666666664, + "IoU": 0.2561027333799442, + "TN": 441180.4666666667, + "TP": 1268.6, + "n_pred": 1778.5666666666666, + "n_ref": 2230.633333333333 + }, + "11": { + "Dice": 0.0, + "FN": 174.93333333333334, + "FP": 0.0, + "IoU": 0.0, + "TN": 443746.13333333336, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 174.93333333333334 + }, + "12": { + "Dice": 0.17103333134706278, + "FN": 95.8, + "FP": 8.366666666666667, + "IoU": 0.09821752597462749, + "TN": 443796.3333333333, + "TP": 20.566666666666666, + "n_pred": 28.933333333333334, + "n_ref": 116.36666666666666 + }, + "13": { + "Dice": 0.42549302997400795, + "FN": 535.0, + "FP": 531.4666666666667, + "IoU": 0.3347070111273114, + "TN": 441440.86666666664, + "TP": 1413.7333333333333, + "n_pred": 1945.2, + "n_ref": 1948.7333333333333 + }, + "14": { + "Dice": 0.4216429840857667, + "FN": 442.7, + "FP": 491.0, + "IoU": 0.3648046730521337, + "TN": 441301.9666666667, + "TP": 1685.4, + "n_pred": 2176.4, + "n_ref": 2128.1 + }, + "15": { + "Dice": 0.6126369457227596, + "FN": 585.0, + "FP": 1357.0666666666666, + "IoU": 0.5081381385729745, + "TN": 439782.0, + "TP": 2197.0, + "n_pred": 3554.0666666666666, + "n_ref": 2782.0 + }, + "2": { + "Dice": 0.3465841674018669, + "FN": 4022.3333333333335, + "FP": 132.86666666666667, + "IoU": 0.30904156071133243, + "TN": 438528.93333333335, + "TP": 1236.9333333333334, + "n_pred": 1369.8, + "n_ref": 5259.266666666666 + }, + "3": { + "Dice": 0.4697159864810513, + "FN": 31.5, + "FP": 4284.1, + "IoU": 0.4434730044524282, + "TN": 438278.5333333333, + "TP": 1326.9333333333334, + "n_pred": 5611.033333333334, + "n_ref": 1358.4333333333334 + }, + "4": { + "Dice": 0.08925318761384336, + "FN": 33.666666666666664, + "FP": 181.43333333333334, + "IoU": 0.060945273631840796, + "TN": 443688.0, + "TP": 17.966666666666665, + "n_pred": 199.4, + "n_ref": 51.63333333333333 + }, + "5": { + "Dice": 0.4417209512839541, + "FN": 172.03333333333333, + "FP": 124.2, + "IoU": 0.3532387333444502, + "TN": 443129.1, + "TP": 495.73333333333335, + "n_pred": 619.9333333333333, + "n_ref": 667.7666666666667 + }, + "6": { + "Dice": 0.5808755660328155, + "FN": 1028.2, + "FP": 1081.4666666666667, + "IoU": 0.5313392527893208, + "TN": 425372.9, + "TP": 16438.5, + "n_pred": 17519.966666666667, + "n_ref": 17466.7 + }, + "7": { + "Dice": 0.38515211788558984, + "FN": 3811.5666666666666, + "FP": 1558.1333333333334, + "IoU": 0.32984342389867594, + "TN": 432453.1666666667, + "TP": 6098.2, + "n_pred": 7656.333333333333, + "n_ref": 9909.766666666666 + }, + "8": { + "Dice": 0.7097353246134864, + "FN": 67.53333333333333, + "FP": 298.3333333333333, + "IoU": 0.6559476732561449, + "TN": 440986.06666666665, + "TP": 2569.133333333333, + "n_pred": 2867.4666666666667, + "n_ref": 2636.6666666666665 + }, + "9": { + "Dice": 0.6315196017808752, + "FN": 291.8666666666667, + "FP": 680.2, + "IoU": 0.5328265952486713, + "TN": 440678.1666666667, + "TP": 2270.8333333333335, + "n_pred": 2951.0333333333333, + "n_ref": 2562.7 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9570945273631841, + "FN": 890, + "FP": 1266, + "IoU": 0.917719345113155, + "TN": 324261, + "TP": 24047, + "n_pred": 25313, + "n_ref": 24937 + }, + "10": { + "Dice": 0.0, + "FN": 7, + "FP": 0, + "IoU": 0.0, + "TN": 350457, + "TP": 0, + "n_pred": 0, + "n_ref": 7 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2344, + "IoU": 0.0, + "TN": 348120, + "TP": 0, + "n_pred": 2344, + "n_ref": 0 + }, + "15": { + "Dice": 0.8693585970076037, + "FN": 5187, + "FP": 3335, + "IoU": 0.7689074490875071, + "TN": 313587, + "TP": 28355, + "n_pred": 31690, + "n_ref": 33542 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 350459, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "7": { + "Dice": 0.8942161339421614, + "FN": 164, + "FP": 392, + "IoU": 0.8086717136958018, + "TN": 347558, + "TP": 2350, + "n_pred": 2742, + "n_ref": 2514 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5328735940010713, + "FN": 13953, + "FP": 1, + "IoU": 0.3632090539862182, + "TN": 328551, + "TP": 7959, + "n_pred": 7960, + "n_ref": 21912 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 3907, + "IoU": 0.0, + "TN": 346557, + "TP": 0, + "n_pred": 3907, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2210, + "IoU": 0.0, + "TN": 348254, + "TP": 0, + "n_pred": 2210, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 11101, + "IoU": 0.0, + "TN": 339363, + "TP": 0, + "n_pred": 11101, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3390, + "IoU": 0.0, + "TN": 347074, + "TP": 0, + "n_pred": 3390, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 104, + "IoU": 0.0, + "TN": 525592, + "TP": 0, + "n_pred": 104, + "n_ref": 0 + }, + "13": { + "Dice": 0.6411229804890969, + "FN": 3751, + "FP": 314, + "IoU": 0.4718035343035343, + "TN": 518000, + "TP": 3631, + "n_pred": 3945, + "n_ref": 7382 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0005478272778853867, + "FN": 51083, + "FP": 0, + "IoU": 0.0002739886881813022, + "TN": 474599, + "TP": 14, + "n_pred": 14, + "n_ref": 51097 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 55924, + "IoU": 0.0, + "TN": 469772, + "TP": 0, + "n_pred": 55924, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 316, + "IoU": 0.0, + "TN": 525380, + "TP": 0, + "n_pred": 316, + "n_ref": 0 + }, + "9": { + "Dice": 0.8459624519339516, + "FN": 598, + "FP": 83, + "IoU": 0.733045864366915, + "TN": 523145, + "TP": 1870, + "n_pred": 1953, + "n_ref": 2468 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9736122043554856, + "FN": 2595, + "FP": 221, + "IoU": 0.9485812365336157, + "TN": 646162, + "TP": 51950, + "n_pred": 52171, + "n_ref": 54545 + }, + "10": { + "Dice": 0.026410564225690276, + "FN": 811, + "FP": 0, + "IoU": 0.01338199513381995, + "TN": 700106, + "TP": 11, + "n_pred": 11, + "n_ref": 822 + }, + "11": { + "Dice": 0.0, + "FN": 2625, + "FP": 0, + "IoU": 0.0, + "TN": 698303, + "TP": 0, + "n_pred": 0, + "n_ref": 2625 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2771919252786984, + "FN": 2240, + "FP": 159, + "IoU": 0.1608954179783141, + "TN": 698069, + "TP": 460, + "n_pred": 619, + "n_ref": 2700 + }, + "14": { + "Dice": 0.8374198799470953, + "FN": 1505, + "FP": 1691, + "IoU": 0.7203115428371402, + "TN": 689501, + "TP": 8231, + "n_pred": 9922, + "n_ref": 9736 + }, + "15": { + "Dice": 0.5828795202839137, + "FN": 7328, + "FP": 26757, + "IoU": 0.4113126079447323, + "TN": 643028, + "TP": 23815, + "n_pred": 50572, + "n_ref": 31143 + }, + "2": { + "Dice": 0.9331183826412792, + "FN": 408, + "FP": 1127, + "IoU": 0.8746222331127992, + "TN": 688685, + "TP": 10708, + "n_pred": 11835, + "n_ref": 11116 + }, + "3": { + "Dice": 0.9501592847600452, + "FN": 315, + "FP": 170, + "IoU": 0.9050509005481597, + "TN": 695820, + "TP": 4623, + "n_pred": 4793, + "n_ref": 4938 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9607058989141494, + "FN": 4693, + "FP": 1448, + "IoU": 0.9243830960941732, + "TN": 619716, + "TP": 75071, + "n_pred": 76519, + "n_ref": 79764 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 34, + "FP": 0, + "IoU": 0.0, + "TN": 700894, + "TP": 0, + "n_pred": 0, + "n_ref": 34 + }, + "9": { + "Dice": 0.644345451932749, + "FN": 1240, + "FP": 8660, + "IoU": 0.47530209879160484, + "TN": 682060, + "TP": 8968, + "n_pred": 17628, + "n_ref": 10208 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 209, + "IoU": 0.0, + "TN": 350255, + "TP": 0, + "n_pred": 209, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9130743303175448, + "FN": 843, + "FP": 137, + "IoU": 0.8400522278439693, + "TN": 344337, + "TP": 5147, + "n_pred": 5284, + "n_ref": 5990 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 11917, + "IoU": 0.0, + "TN": 338547, + "TP": 0, + "n_pred": 11917, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9706236913901403, + "FN": 116, + "FP": 347, + "IoU": 0.9429240631163708, + "TN": 342352, + "TP": 7649, + "n_pred": 7996, + "n_ref": 7765 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6989226248775711, + "FN": 1480, + "FP": 57, + "IoU": 0.5371875940981632, + "TN": 522375, + "TP": 1784, + "n_pred": 1841, + "n_ref": 3264 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8480638026106733, + "FN": 123, + "FP": 4754, + "IoU": 0.7362072695802683, + "TN": 507208, + "TP": 13611, + "n_pred": 18365, + "n_ref": 13734 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.021813224267211998, + "FN": 2866, + "FP": 4, + "IoU": 0.011026878015161957, + "TN": 522794, + "TP": 32, + "n_pred": 36, + "n_ref": 2898 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2875, + "IoU": 0.0, + "TN": 522821, + "TP": 0, + "n_pred": 2875, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8136964141277973, + "FN": 601, + "FP": 90, + "IoU": 0.6859090909090909, + "TN": 523496, + "TP": 1509, + "n_pred": 1599, + "n_ref": 2110 + }, + "9": { + "Dice": 0.9385052527306379, + "FN": 1241, + "FP": 1118, + "IoU": 0.8841355599214146, + "TN": 505336, + "TP": 18001, + "n_pred": 19119, + "n_ref": 19242 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 525669, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8338248267170763, + "FN": 1043, + "FP": 5550, + "IoU": 0.7150082130197977, + "TN": 502562, + "TP": 16541, + "n_pred": 22091, + "n_ref": 17584 + }, + "7": { + "Dice": 0.8657584542818972, + "FN": 12495, + "FP": 2276, + "IoU": 0.7632928431781033, + "TN": 463294, + "TP": 47631, + "n_pred": 49907, + "n_ref": 60126 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 501, + "IoU": 0.0, + "TN": 349963, + "TP": 0, + "n_pred": 501, + "n_ref": 0 + }, + "10": { + "Dice": 0.1774193548387097, + "FN": 1107, + "FP": 117, + "IoU": 0.09734513274336283, + "TN": 349108, + "TP": 132, + "n_pred": 249, + "n_ref": 1239 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8158714339105518, + "FN": 498, + "FP": 2458, + "IoU": 0.6890057864281957, + "TN": 340959, + "TP": 6549, + "n_pred": 9007, + "n_ref": 7047 + }, + "6": { + "Dice": 0.9469906365837458, + "FN": 4167, + "FP": 781, + "IoU": 0.8993183436768746, + "TN": 301319, + "TP": 44197, + "n_pred": 44978, + "n_ref": 48364 + }, + "7": { + "Dice": 0.8531240619237531, + "FN": 2528, + "FP": 897, + "IoU": 0.7438677834280586, + "TN": 337092, + "TP": 9947, + "n_pred": 10844, + "n_ref": 12475 + }, + "8": { + "Dice": 0.9401714525508063, + "FN": 577, + "FP": 1419, + "IoU": 0.8870976865207308, + "TN": 332785, + "TP": 15683, + "n_pred": 17102, + "n_ref": 16260 + }, + "9": { + "Dice": 0.6248636859323882, + "FN": 673, + "FP": 15, + "IoU": 0.4544012688342585, + "TN": 349203, + "TP": 573, + "n_pred": 588, + "n_ref": 1246 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8884600158353128, + "FN": 798, + "FP": 1456, + "IoU": 0.7993054937227317, + "TN": 689697, + "TP": 8977, + "n_pred": 10433, + "n_ref": 9775 + }, + "10": { + "Dice": 0.7865886109632784, + "FN": 993, + "FP": 210, + "IoU": 0.6482456140350877, + "TN": 697508, + "TP": 2217, + "n_pred": 2427, + "n_ref": 3210 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.32373446498939074, + "FN": 2111, + "FP": 120, + "IoU": 0.19312839059674503, + "TN": 698163, + "TP": 534, + "n_pred": 654, + "n_ref": 2645 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 284, + "IoU": 0.0, + "TN": 700644, + "TP": 0, + "n_pred": 284, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 931, + "IoU": 0.0, + "TN": 699997, + "TP": 0, + "n_pred": 931, + "n_ref": 0 + }, + "3": { + "Dice": 0.9176150179943585, + "FN": 178, + "FP": 669, + "IoU": 0.8477713874910137, + "TN": 695364, + "TP": 4717, + "n_pred": 5386, + "n_ref": 4895 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 700915, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "5": { + "Dice": 0.6264926409330741, + "FN": 1333, + "FP": 12, + "IoU": 0.4561261625556005, + "TN": 698455, + "TP": 1128, + "n_pred": 1140, + "n_ref": 2461 + }, + "6": { + "Dice": 0.43139659665797947, + "FN": 2567, + "FP": 1142, + "IoU": 0.2750195465207193, + "TN": 695812, + "TP": 1407, + "n_pred": 2549, + "n_ref": 3974 + }, + "7": { + "Dice": 0.8858643390783342, + "FN": 6098, + "FP": 4703, + "IoU": 0.7951135307396097, + "TN": 648211, + "TP": 41916, + "n_pred": 46619, + "n_ref": 48014 + }, + "8": { + "Dice": 0.901609363569861, + "FN": 24, + "FP": 2666, + "IoU": 0.8208458208458208, + "TN": 685913, + "TP": 12325, + "n_pred": 14991, + "n_ref": 12349 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5066, + "IoU": 0.0, + "TN": 520630, + "TP": 0, + "n_pred": 5066, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 220, + "IoU": 0.0, + "TN": 525476, + "TP": 0, + "n_pred": 220, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8573991031390135, + "FN": 158, + "FP": 1, + "IoU": 0.750392464678179, + "TN": 525059, + "TP": 478, + "n_pred": 479, + "n_ref": 636 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7662406815761449, + "FN": 3330, + "FP": 1060, + "IoU": 0.6210617177384549, + "TN": 514111, + "TP": 7195, + "n_pred": 8255, + "n_ref": 10525 + }, + "6": { + "Dice": 0.8235519901738764, + "FN": 3962, + "FP": 635, + "IoU": 0.7000326264274062, + "TN": 510371, + "TP": 10728, + "n_pred": 11363, + "n_ref": 14690 + }, + "7": { + "Dice": 0.0316333118140736, + "FN": 3000, + "FP": 0, + "IoU": 0.01607084289931125, + "TN": 522647, + "TP": 49, + "n_pred": 49, + "n_ref": 3049 + }, + "8": { + "Dice": 0.9751844059719652, + "FN": 351, + "FP": 628, + "IoU": 0.9515706158792976, + "TN": 505481, + "TP": 19236, + "n_pred": 19864, + "n_ref": 19587 + }, + "9": { + "Dice": 0.499466097170315, + "FN": 2619, + "FP": 1131, + "IoU": 0.3328589219000178, + "TN": 520075, + "TP": 1871, + "n_pred": 3002, + "n_ref": 4490 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.2457831325301205, + "FN": 313, + "FP": 0, + "IoU": 0.1401098901098901, + "TN": 350100, + "TP": 51, + "n_pred": 51, + "n_ref": 364 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 16, + "FP": 0, + "IoU": 0.0, + "TN": 350448, + "TP": 0, + "n_pred": 0, + "n_ref": 16 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 1761, + "FP": 0, + "IoU": 0.0, + "TN": 348703, + "TP": 0, + "n_pred": 0, + "n_ref": 1761 + }, + "7": { + "Dice": 0.6424751926935333, + "FN": 38310, + "FP": 1071, + "IoU": 0.4732695780111015, + "TN": 275699, + "TP": 35384, + "n_pred": 36455, + "n_ref": 73694 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 252, + "IoU": 0.0, + "TN": 350212, + "TP": 0, + "n_pred": 252, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 3, + "FP": 0, + "IoU": 0.0, + "TN": 350461, + "TP": 0, + "n_pred": 0, + "n_ref": 3 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8652199880549473, + "FN": 535, + "FP": 142, + "IoU": 0.7624561403508772, + "TN": 347614, + "TP": 2173, + "n_pred": 2315, + "n_ref": 2708 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.982378651337258, + "FN": 1664, + "FP": 1009, + "IoU": 0.9653675727501231, + "TN": 273282, + "TP": 74509, + "n_pred": 75518, + "n_ref": 76173 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8714145222094739, + "FN": 3098, + "FP": 3178, + "IoU": 0.7721298380655, + "TN": 322922, + "TP": 21266, + "n_pred": 24444, + "n_ref": 24364 + }, + "15": { + "Dice": 0.7344972907886815, + "FN": 3383, + "FP": 1468, + "IoU": 0.5803996194100857, + "TN": 338903, + "TP": 6710, + "n_pred": 8178, + "n_ref": 10093 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 350448, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 350461, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 525694, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.502591599642538, + "FN": 720, + "FP": 2063, + "IoU": 0.3356409644306517, + "TN": 521507, + "TP": 1406, + "n_pred": 3469, + "n_ref": 2126 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6752522000429276, + "FN": 9329, + "FP": 2775, + "IoU": 0.5097213220998056, + "TN": 325776, + "TP": 12584, + "n_pred": 15359, + "n_ref": 21913 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.12962962962962962, + "FN": 443, + "FP": 27, + "IoU": 0.06930693069306931, + "TN": 349959, + "TP": 35, + "n_pred": 62, + "n_ref": 478 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 350462, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8752516129032258, + "FN": 3773, + "FP": 3478, + "IoU": 0.7781754772393539, + "TN": 317776, + "TP": 25437, + "n_pred": 28915, + "n_ref": 29210 + }, + "7": { + "Dice": 0.04797228051339612, + "FN": 31759, + "FP": 7257, + "IoU": 0.024575614390359758, + "TN": 310465, + "TP": 983, + "n_pred": 8240, + "n_ref": 32742 + }, + "8": { + "Dice": 0.9551920341394026, + "FN": 20, + "FP": 736, + "IoU": 0.9142273655547992, + "TN": 341650, + "TP": 8058, + "n_pred": 8794, + "n_ref": 8078 + }, + "9": { + "Dice": 0.7459389213775178, + "FN": 23, + "FP": 1541, + "IoU": 0.5948186528497409, + "TN": 346604, + "TP": 2296, + "n_pred": 3837, + "n_ref": 2319 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8755923553611414, + "FN": 2105, + "FP": 284, + "IoU": 0.7787143386439422, + "TN": 339668, + "TP": 8407, + "n_pred": 8691, + "n_ref": 10512 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1771, + "IoU": 0.0, + "TN": 348693, + "TP": 0, + "n_pred": 1771, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 350461, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.958166321790846, + "FN": 1386, + "FP": 1505, + "IoU": 0.919692213672602, + "TN": 314465, + "TP": 33108, + "n_pred": 34613, + "n_ref": 34494 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 3104, + "IoU": 0.0, + "TN": 347360, + "TP": 0, + "n_pred": 3104, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 171, + "IoU": 0.0, + "TN": 350293, + "TP": 0, + "n_pred": 171, + "n_ref": 0 + }, + "7": { + "Dice": 0.8896410728550346, + "FN": 7767, + "FP": 384, + "IoU": 0.8012193634922571, + "TN": 309459, + "TP": 32854, + "n_pred": 33238, + "n_ref": 40621 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9792550291538454, + "FN": 1838, + "FP": 407, + "IoU": 0.9593532734646582, + "TN": 295232, + "TP": 52987, + "n_pred": 53394, + "n_ref": 54825 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9773625381054533, + "FN": 371, + "FP": 431, + "IoU": 0.9557272978194866, + "TN": 332349, + "TP": 17313, + "n_pred": 17744, + "n_ref": 17684 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 32, + "IoU": 0.0, + "TN": 350432, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9399139873028876, + "FN": 3876, + "FP": 525, + "IoU": 0.8866393632640445, + "TN": 837337, + "TP": 34422, + "n_pred": 34947, + "n_ref": 38298 + }, + "10": { + "Dice": 0.8621730897179999, + "FN": 1619, + "FP": 1074, + "IoU": 0.757736595897805, + "TN": 865044, + "TP": 8423, + "n_pred": 9497, + "n_ref": 10042 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.23076923076923078, + "FN": 320, + "FP": 0, + "IoU": 0.13043478260869565, + "TN": 875792, + "TP": 48, + "n_pred": 48, + "n_ref": 368 + }, + "13": { + "Dice": 0.4498015073931304, + "FN": 7204, + "FP": 2359, + "IoU": 0.2901573634204275, + "TN": 862688, + "TP": 3909, + "n_pred": 6268, + "n_ref": 11113 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 8822, + "IoU": 0.0, + "TN": 867338, + "TP": 0, + "n_pred": 8822, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 876152, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "3": { + "Dice": 0.9125910509885536, + "FN": 81, + "FP": 2439, + "IoU": 0.8392344497607656, + "TN": 860485, + "TP": 13155, + "n_pred": 15594, + "n_ref": 13236 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 172, + "IoU": 0.0, + "TN": 875988, + "TP": 0, + "n_pred": 172, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9086729732119176, + "FN": 321, + "FP": 1745, + "IoU": 0.8326312378483474, + "TN": 863816, + "TP": 10278, + "n_pred": 12023, + "n_ref": 10599 + }, + "8": { + "Dice": 0.9399185954680761, + "FN": 287, + "FP": 1691, + "IoU": 0.886647564469914, + "TN": 858710, + "TP": 15472, + "n_pred": 17163, + "n_ref": 15759 + }, + "9": { + "Dice": 0.9191956510265478, + "FN": 178, + "FP": 1353, + "IoU": 0.8504736790702218, + "TN": 865921, + "TP": 8708, + "n_pred": 10061, + "n_ref": 8886 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8210235023580309, + "FN": 8678, + "FP": 506, + "IoU": 0.6963866574101624, + "TN": 320215, + "TP": 21065, + "n_pred": 21571, + "n_ref": 29743 + }, + "15": { + "Dice": 0.8764493205335993, + "FN": 1652, + "FP": 330, + "IoU": 0.7800710164225477, + "TN": 341452, + "TP": 7030, + "n_pred": 7360, + "n_ref": 8682 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0008733624454148472, + "FN": 951, + "FP": 1337, + "IoU": 0.00043687199650502403, + "TN": 348175, + "TP": 1, + "n_pred": 1338, + "n_ref": 952 + }, + "11": { + "Dice": 0.0, + "FN": 1861, + "FP": 0, + "IoU": 0.0, + "TN": 348603, + "TP": 0, + "n_pred": 0, + "n_ref": 1861 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8314554715233833, + "FN": 968, + "FP": 1216, + "IoU": 0.7115308413683793, + "TN": 342893, + "TP": 5387, + "n_pred": 6603, + "n_ref": 6355 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9305152494113782, + "FN": 253, + "FP": 1016, + "IoU": 0.8700593897194348, + "TN": 340698, + "TP": 8497, + "n_pred": 9513, + "n_ref": 8750 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 81, + "FP": 271, + "IoU": 0.0, + "TN": 350112, + "TP": 0, + "n_pred": 271, + "n_ref": 81 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 350440, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "6": { + "Dice": 0.9539530204791941, + "FN": 4467, + "FP": 1804, + "IoU": 0.9119600162855017, + "TN": 279235, + "TP": 64958, + "n_pred": 66762, + "n_ref": 69425 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 350463, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.79211626021331, + "FN": 1974, + "FP": 4692, + "IoU": 0.6557884953010431, + "TN": 331098, + "TP": 12700, + "n_pred": 17392, + "n_ref": 14674 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5391519523549889, + "FN": 12251, + "FP": 9725, + "IoU": 0.369067784444891, + "TN": 490865, + "TP": 12855, + "n_pred": 22580, + "n_ref": 25106 + }, + "11": { + "Dice": 0.0, + "FN": 759, + "FP": 0, + "IoU": 0.0, + "TN": 524937, + "TP": 0, + "n_pred": 0, + "n_ref": 759 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7818015824710894, + "FN": 1748, + "FP": 6856, + "IoU": 0.6417686734948789, + "TN": 501678, + "TP": 15414, + "n_pred": 22270, + "n_ref": 17162 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.1856188144066932, + "FN": 63420, + "FP": 434, + "IoU": 0.10230419929425989, + "TN": 454565, + "TP": 7277, + "n_pred": 7711, + "n_ref": 70697 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 64244, + "IoU": 0.0, + "TN": 461452, + "TP": 0, + "n_pred": 64244, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2916, + "IoU": 0.0, + "TN": 522780, + "TP": 0, + "n_pred": 2916, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7734799482535576, + "FN": 403, + "FP": 3099, + "IoU": 0.6306296804134585, + "TN": 516215, + "TP": 5979, + "n_pred": 9078, + "n_ref": 6382 + }, + "7": { + "Dice": 0.02563658409838905, + "FN": 11185, + "FP": 65, + "IoU": 0.0129847341638884, + "TN": 514298, + "TP": 148, + "n_pred": 213, + "n_ref": 11333 + }, + "8": { + "Dice": 0.86184565569347, + "FN": 132, + "FP": 1404, + "IoU": 0.757230915125652, + "TN": 519369, + "TP": 4791, + "n_pred": 6195, + "n_ref": 4923 + }, + "9": { + "Dice": 0.9363218472722089, + "FN": 194, + "FP": 1593, + "IoU": 0.8802680067001675, + "TN": 510771, + "TP": 13138, + "n_pred": 14731, + "n_ref": 13332 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0402.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0404.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 350462, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 350440, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.5355191256830601, + "FN": 929, + "FP": 6, + "IoU": 0.3656716417910448, + "TN": 348990, + "TP": 539, + "n_pred": 545, + "n_ref": 1468 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9905289848629324, + "FN": 1387, + "FP": 1702, + "IoU": 0.981235686820029, + "TN": 185843, + "TP": 161532, + "n_pred": 163234, + "n_ref": 162919 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5514, + "IoU": 0.0, + "TN": 344950, + "TP": 0, + "n_pred": 5514, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 16, + "FP": 0, + "IoU": 0.0, + "TN": 350448, + "TP": 0, + "n_pred": 0, + "n_ref": 16 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680617/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.40758930755288264, + "FN": 1249.5404444444446, + "FP": 1035.6075555555556, + "IoU": 0.34369071357300635, + "TN": 460874.75911111105, + "TP": 4125.426222222221, + "n_pred": 5161.033777777777, + "n_ref": 5374.966666666667 + }, + "mean": { + "1": { + "Dice": 0.523894197762699, + "FN": 1197.1666666666665, + "FP": 898.28, + "IoU": 0.4765437148940623, + "TN": 457670.6133333334, + "TP": 7519.2733333333335, + "n_pred": 8417.553333333333, + "n_ref": 8716.439999999999 + }, + "10": { + "Dice": 0.38532805099899703, + "FN": 1347.493333333333, + "FP": 1250.2133333333334, + "IoU": 0.30327018898447344, + "TN": 462343.0, + "TP": 2344.6266666666666, + "n_pred": 3594.84, + "n_ref": 3692.12 + }, + "11": { + "Dice": 0.17214983331720682, + "FN": 204.71333333333337, + "FP": 30.593333333333334, + "IoU": 0.11630869828364696, + "TN": 466979.1666666667, + "TP": 70.85999999999999, + "n_pred": 101.45333333333333, + "n_ref": 275.5733333333334 + }, + "12": { + "Dice": 0.05523904700526032, + "FN": 239.8, + "FP": 20.560000000000002, + "IoU": 0.033848956131719454, + "TN": 466996.54000000004, + "TP": 28.43333333333333, + "n_pred": 48.99333333333333, + "n_ref": 268.2333333333333 + }, + "13": { + "Dice": 0.35670350720257604, + "FN": 1364.26, + "FP": 939.7133333333331, + "IoU": 0.26601517374716155, + "TN": 463516.5466666667, + "TP": 1464.8133333333335, + "n_pred": 2404.526666666667, + "n_ref": 2829.0733333333333 + }, + "14": { + "Dice": 0.5684025247944755, + "FN": 912.0466666666667, + "FP": 1005.9799999999999, + "IoU": 0.5031951314169409, + "TN": 460391.64, + "TP": 4975.666666666667, + "n_pred": 5981.6466666666665, + "n_ref": 5887.713333333333 + }, + "15": { + "Dice": 0.4148479865317194, + "FN": 1098.7533333333333, + "FP": 709.8466666666666, + "IoU": 0.33015764660768837, + "TN": 463628.66, + "TP": 1848.0733333333333, + "n_pred": 2557.9199999999996, + "n_ref": 2946.826666666667 + }, + "2": { + "Dice": 0.3948552567747841, + "FN": 2063.2333333333336, + "FP": 1927.2866666666664, + "IoU": 0.3552215488018509, + "TN": 458438.25999999995, + "TP": 4856.553333333334, + "n_pred": 6783.840000000001, + "n_ref": 6919.786666666667 + }, + "3": { + "Dice": 0.4786041334963412, + "FN": 1980.7733333333333, + "FP": 1957.0, + "IoU": 0.4212920067717271, + "TN": 457956.8, + "TP": 5390.76, + "n_pred": 7347.76, + "n_ref": 7371.533333333333 + }, + "4": { + "Dice": 0.11272876058219508, + "FN": 593.56, + "FP": 227.61333333333337, + "IoU": 0.08162633452439094, + "TN": 466260.17333333334, + "TP": 203.98666666666662, + "n_pred": 431.6, + "n_ref": 797.5466666666666 + }, + "5": { + "Dice": 0.29841300505121027, + "FN": 452.2533333333333, + "FP": 139.2, + "IoU": 0.21625127602112837, + "TN": 466367.6333333333, + "TP": 326.24666666666667, + "n_pred": 465.4466666666666, + "n_ref": 778.5 + }, + "6": { + "Dice": 0.6175673348015358, + "FN": 2134.1466666666665, + "FP": 3455.56, + "IoU": 0.5627716414430202, + "TN": 441252.71333333326, + "TP": 20442.913333333334, + "n_pred": 23898.473333333335, + "n_ref": 22577.06 + }, + "7": { + "Dice": 0.36736591805688346, + "FN": 3725.153333333333, + "FP": 2174.293333333333, + "IoU": 0.2972384346502627, + "TN": 454794.7266666667, + "TP": 6591.159999999999, + "n_pred": 8765.453333333335, + "n_ref": 10316.313333333334 + }, + "8": { + "Dice": 0.742152977051634, + "FN": 670.4133333333333, + "FP": 255.57333333333332, + "IoU": 0.6645712025637512, + "TN": 463342.6533333333, + "TP": 3016.6933333333336, + "n_pred": 3272.2666666666673, + "n_ref": 3687.1066666666666 + }, + "9": { + "Dice": 0.6255870798657225, + "FN": 759.3399999999999, + "FP": 542.4, + "IoU": 0.5270487487532699, + "TN": 463182.25999999995, + "TP": 2801.333333333333, + "n_pred": 3343.7333333333336, + "n_ref": 3560.673333333333 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/loop_002/summary.json b/nnActive_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/loop_002/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..23696871c2814711a5ef3743886e0366b05093f3 --- /dev/null +++ b/nnActive_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/loop_002/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.7495802518638878, + "FN": 27321.071999999996, + "FP": 28522.684, + "IoU": 0.6367409888431315, + "TN": 96241847.62533332, + "TP": 159269.45866666661, + "n_pred": 187792.14266666668, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.868125568066108, + "FN": 19283.6, + "FP": 28157.38, + "IoU": 0.7915345234286179, + "TN": 96234515.32, + "TP": 175004.54, + "n_pred": 203161.92, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.6703299922019832, + "FN": 19979.44, + "FP": 29888.16, + "IoU": 0.5280092806172415, + "TN": 96352850.12, + "TP": 54243.12, + "n_pred": 84131.28, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.6976147775775345, + "FN": 1185.62, + "FP": 802.46, + "IoU": 0.5513573078388846, + "TN": 96452458.0, + "TP": 2514.76, + "n_pred": 3317.22, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.6210751704969011, + "FN": 1867.8, + "FP": 795.94, + "IoU": 0.46870163933588416, + "TN": 96451928.24, + "TP": 2368.86, + "n_pred": 3164.8, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.5682173510814992, + "FN": 27030.42, + "FP": 16056.58, + "IoU": 0.4163800119683032, + "TN": 96383046.12, + "TP": 30827.72, + "n_pred": 46884.3, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.7359026097929975, + "FN": 43706.56, + "FP": 28281.42, + "IoU": 0.6311753018030583, + "TN": 96290321.28, + "TP": 94651.58, + "n_pred": 122933.0, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.673344355333326, + "FN": 17080.78, + "FP": 17916.78, + "IoU": 0.5403442482633803, + "TN": 96384997.02, + "TP": 36966.26, + "n_pred": 54883.04, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.884707134398837, + "FN": 21490.6, + "FP": 13057.98, + "IoU": 0.8057639214010344, + "TN": 96287061.16, + "TP": 135351.1, + "n_pred": 148409.08, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.8908100530328009, + "FN": 16124.32, + "FP": 19416.22, + "IoU": 0.8118557083434436, + "TN": 96274142.04, + "TP": 147278.26, + "n_pred": 166694.48, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.6199947965825803, + "FN": 10048.62, + "FP": 5440.78, + "IoU": 0.5120191015956597, + "TN": 96424942.56, + "TP": 16528.88, + "n_pred": 21969.66, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.6323529798879111, + "FN": 9017.92, + "FP": 2467.38, + "IoU": 0.48612192976947094, + "TN": 96437341.3, + "TP": 8134.24, + "n_pred": 10601.62, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9150915402094344, + "FN": 102174.98, + "FP": 151514.34, + "IoU": 0.8524107179788136, + "TN": 94946222.88, + "TP": 1257048.64, + "n_pred": 1408562.98, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.7211643420817065, + "FN": 92061.7, + "FP": 92996.76, + "IoU": 0.595257856432623, + "TN": 96025039.42, + "TP": 246862.96, + "n_pred": 339859.72, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.9057361686722831, + "FN": 15032.2, + "FP": 11365.92, + "IoU": 0.8308780016599734, + "TN": 96313225.74, + "TP": 117336.98, + "n_pred": 128702.9, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.8392369385424141, + "FN": 13731.52, + "FP": 9682.16, + "IoU": 0.7293052822105827, + "TN": 96369623.18, + "TP": 63923.98, + "n_pred": 73606.14, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.8981831446897768, + "FN": 4051, + "FP": 16045, + "IoU": 0.8151837034993332, + "TN": 119484585, + "TP": 88639, + "n_pred": 104684, + "n_ref": 92690 + }, + "10": { + "Dice": 0.7280477013920618, + "FN": 12392, + "FP": 34631, + "IoU": 0.5723860102213412, + "TN": 119483354, + "TP": 62943, + "n_pred": 97574, + "n_ref": 75335 + }, + "11": { + "Dice": 0.758349132273589, + "FN": 946, + "FP": 711, + "IoU": 0.610758750293634, + "TN": 119589063, + "TP": 2600, + "n_pred": 3311, + "n_ref": 3546 + }, + "12": { + "Dice": 0.673153071614436, + "FN": 1490, + "FP": 1399, + "IoU": 0.5073328785811733, + "TN": 119587456, + "TP": 2975, + "n_pred": 4374, + "n_ref": 4465 + }, + "13": { + "Dice": 0.42632482896920965, + "FN": 30541, + "FP": 29248, + "IoU": 0.2709103103469301, + "TN": 119511315, + "TP": 22216, + "n_pred": 51464, + "n_ref": 52757 + }, + "14": { + "Dice": 0.4341281895034443, + "FN": 177311, + "FP": 5628, + "IoU": 0.2772437606918649, + "TN": 119340207, + "TP": 70174, + "n_pred": 75802, + "n_ref": 247485 + }, + "15": { + "Dice": 0.06643023753986767, + "FN": 27281, + "FP": 129611, + "IoU": 0.03435626623336657, + "TN": 119430846, + "TP": 5582, + "n_pred": 135193, + "n_ref": 32863 + }, + "2": { + "Dice": 0.948505523635003, + "FN": 5184, + "FP": 9541, + "IoU": 0.9020546897345333, + "TN": 119442981, + "TP": 135614, + "n_pred": 145155, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9459543525849067, + "FN": 9194, + "FP": 9224, + "IoU": 0.8974510306121313, + "TN": 119413718, + "TP": 161184, + "n_pred": 170408, + "n_ref": 170378 + }, + "4": { + "Dice": 0.7370104045313943, + "FN": 31838, + "FP": 895, + "IoU": 0.5835443199022888, + "TN": 119514721, + "TP": 45866, + "n_pred": 46761, + "n_ref": 77704 + }, + "5": { + "Dice": 0.05314475248764003, + "FN": 62141, + "FP": 13508, + "IoU": 0.02729774211798591, + "TN": 119515548, + "TP": 2123, + "n_pred": 15631, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9629996732565542, + "FN": 38395, + "FP": 49479, + "IoU": 0.9286397008964499, + "TN": 118361907, + "TP": 1143539, + "n_pred": 1193018, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 170773, + "IoU": 0.0, + "TN": 119422547, + "TP": 0, + "n_pred": 170773, + "n_ref": 0 + }, + "8": { + "Dice": 0.8511855327447547, + "FN": 45138, + "FP": 39259, + "IoU": 0.7409251511067863, + "TN": 119267557, + "TP": 241366, + "n_pred": 280625, + "n_ref": 286504 + }, + "9": { + "Dice": 0.8171265129074752, + "FN": 20397, + "FP": 4730, + "IoU": 0.69079789328608, + "TN": 119512056, + "TP": 56137, + "n_pred": 60867, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9071737011442225, + "FN": 12198, + "FP": 23895, + "IoU": 0.8301170113622457, + "TN": 72613202, + "TP": 176365, + "n_pred": 200260, + "n_ref": 188563 + }, + "10": { + "Dice": 0.597831196049481, + "FN": 14396, + "FP": 58331, + "IoU": 0.42636178637345995, + "TN": 72698878, + "TP": 54055, + "n_pred": 112386, + "n_ref": 68451 + }, + "11": { + "Dice": 0.6659823444877848, + "FN": 625, + "FP": 1002, + "IoU": 0.4992305324715297, + "TN": 72822411, + "TP": 1622, + "n_pred": 2624, + "n_ref": 2247 + }, + "12": { + "Dice": 0.6221552878179384, + "FN": 1015, + "FP": 1243, + "IoU": 0.45154238523196505, + "TN": 72821543, + "TP": 1859, + "n_pred": 3102, + "n_ref": 2874 + }, + "13": { + "Dice": 0.5824946101426822, + "FN": 23300, + "FP": 15237, + "IoU": 0.41092937939468055, + "TN": 72760240, + "TP": 26883, + "n_pred": 42120, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8517585493489108, + "FN": 6899, + "FP": 17463, + "IoU": 0.7417939396508781, + "TN": 72731309, + "TP": 69989, + "n_pred": 87452, + "n_ref": 76888 + }, + "15": { + "Dice": 0.5422498135392445, + "FN": 17762, + "FP": 23972, + "IoU": 0.3719771868839631, + "TN": 72759207, + "TP": 24719, + "n_pred": 48691, + "n_ref": 42481 + }, + "2": { + "Dice": 0.9494316811384467, + "FN": 9880, + "FP": 3538, + "IoU": 0.9037314985543223, + "TN": 72686279, + "TP": 125963, + "n_pred": 129501, + "n_ref": 135843 + }, + "3": { + "Dice": 0.9481767304409073, + "FN": 3299, + "FP": 10239, + "IoU": 0.9014601196628478, + "TN": 72688274, + "TP": 123848, + "n_pred": 134087, + "n_ref": 127147 + }, + "4": { + "Dice": 0.7847678700485253, + "FN": 4207, + "FP": 8301, + "IoU": 0.6457761037636996, + "TN": 72790349, + "TP": 22803, + "n_pred": 31104, + "n_ref": 27010 + }, + "5": { + "Dice": 0.677758571016998, + "FN": 3934, + "FP": 540, + "IoU": 0.5125830700512038, + "TN": 72816481, + "TP": 4705, + "n_pred": 5245, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9471483335244754, + "FN": 63960, + "FP": 63693, + "IoU": 0.8996028250542675, + "TN": 71554180, + "TP": 1143827, + "n_pred": 1207520, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.8362156141299817, + "FN": 43314, + "FP": 33295, + "IoU": 0.7185313914525895, + "TN": 72553484, + "TP": 195567, + "n_pred": 228862, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9222986230783669, + "FN": 4139, + "FP": 4969, + "IoU": 0.855801656032804, + "TN": 72762497, + "TP": 54055, + "n_pred": 59024, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8292901632672769, + "FN": 17871, + "FP": 6878, + "IoU": 0.7083652475165856, + "TN": 72740797, + "TP": 60114, + "n_pred": 66992, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9336006230893843, + "FN": 12515, + "FP": 22694, + "IoU": 0.8754699630395953, + "TN": 71526753, + "TP": 247526, + "n_pred": 270220, + "n_ref": 260041 + }, + "10": { + "Dice": 0.8315753069341172, + "FN": 16774, + "FP": 14394, + "IoU": 0.7117063785703714, + "TN": 71701376, + "TP": 76944, + "n_pred": 91338, + "n_ref": 93718 + }, + "11": { + "Dice": 0.6622713037745179, + "FN": 1360, + "FP": 689, + "IoU": 0.49507146377525874, + "TN": 71805430, + "TP": 2009, + "n_pred": 2698, + "n_ref": 3369 + }, + "12": { + "Dice": 0.5698134539287734, + "FN": 3485, + "FP": 1081, + "IoU": 0.3984189723320158, + "TN": 71801898, + "TP": 3024, + "n_pred": 4105, + "n_ref": 6509 + }, + "13": { + "Dice": 0.7345196709462017, + "FN": 21221, + "FP": 9631, + "IoU": 0.5804275689495729, + "TN": 71735956, + "TP": 42680, + "n_pred": 52311, + "n_ref": 63901 + }, + "14": { + "Dice": 0.7695112420909913, + "FN": 195258, + "FP": 580, + "IoU": 0.6253703962307102, + "TN": 71286737, + "TP": 326913, + "n_pred": 327493, + "n_ref": 522171 + }, + "15": { + "Dice": 0.44806341577491593, + "FN": 125100, + "FP": 11788, + "IoU": 0.28871245148115626, + "TN": 71617037, + "TP": 55563, + "n_pred": 67351, + "n_ref": 180663 + }, + "2": { + "Dice": 0.9361534944370121, + "FN": 8672, + "FP": 10179, + "IoU": 0.8799704558333811, + "TN": 71652435, + "TP": 138202, + "n_pred": 148381, + "n_ref": 146874 + }, + "3": { + "Dice": 0.9464733973329268, + "FN": 11178, + "FP": 8482, + "IoU": 0.8983858546493898, + "TN": 71616011, + "TP": 173817, + "n_pred": 182299, + "n_ref": 184995 + }, + "4": { + "Dice": 0.6937913401145017, + "FN": 1493, + "FP": 9525, + "IoU": 0.5311489361702127, + "TN": 71785988, + "TP": 12482, + "n_pred": 22007, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8182364081481823, + "FN": 1486, + "FP": 2449, + "IoU": 0.692385866166354, + "TN": 71796696, + "TP": 8857, + "n_pred": 11306, + "n_ref": 10343 + }, + "6": { + "Dice": 0.953637605747573, + "FN": 42819, + "FP": 74383, + "IoU": 0.9113836764258895, + "TN": 70486910, + "TP": 1205376, + "n_pred": 1279759, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.9181986365379847, + "FN": 18497, + "FP": 20104, + "IoU": 0.8487682374512231, + "TN": 71554244, + "TP": 216643, + "n_pred": 236747, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9257954524047247, + "FN": 7519, + "FP": 4298, + "IoU": 0.861842797516748, + "TN": 71723955, + "TP": 73716, + "n_pred": 78014, + "n_ref": 81235 + }, + "9": { + "Dice": 0.859303337488534, + "FN": 15086, + "FP": 8842, + "IoU": 0.7533145013299243, + "TN": 71712490, + "TP": 73070, + "n_pred": 81912, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9373365223608855, + "FN": 9034, + "FP": 18397, + "IoU": 0.8820633644466037, + "TN": 135212919, + "TP": 205160, + "n_pred": 223557, + "n_ref": 214194 + }, + "10": { + "Dice": 0.7838009498004254, + "FN": 17879, + "FP": 19224, + "IoU": 0.6444676549219521, + "TN": 135341151, + "TP": 67256, + "n_pred": 86480, + "n_ref": 85135 + }, + "11": { + "Dice": 0.6121744587386256, + "FN": 1596, + "FP": 876, + "IoU": 0.4411033235360615, + "TN": 135441087, + "TP": 1951, + "n_pred": 2827, + "n_ref": 3547 + }, + "12": { + "Dice": 0.6704837578873568, + "FN": 2639, + "FP": 181, + "IoU": 0.5043065565125681, + "TN": 135439821, + "TP": 2869, + "n_pred": 3050, + "n_ref": 5508 + }, + "13": { + "Dice": 0.6844321084119561, + "FN": 11229, + "FP": 15830, + "IoU": 0.5202560147509884, + "TN": 135389107, + "TP": 29344, + "n_pred": 45174, + "n_ref": 40573 + }, + "14": { + "Dice": 0.9105009985239212, + "FN": 11937, + "FP": 13832, + "IoU": 0.8357061340032006, + "TN": 135288663, + "TP": 131078, + "n_pred": 144910, + "n_ref": 143015 + }, + "15": { + "Dice": 0.784562618200468, + "FN": 14585, + "FP": 5578, + "IoU": 0.6454981802837703, + "TN": 135388633, + "TP": 36714, + "n_pred": 42292, + "n_ref": 51299 + }, + "2": { + "Dice": 0.8996996728446124, + "FN": 28447, + "FP": 11930, + "IoU": 0.8176855451553039, + "TN": 135224041, + "TP": 181092, + "n_pred": 193022, + "n_ref": 209539 + }, + "3": { + "Dice": 0.889301348431133, + "FN": 27067, + "FP": 22674, + "IoU": 0.8006684325896954, + "TN": 135195971, + "TP": 199798, + "n_pred": 222472, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8491406060279, + "FN": 5371, + "FP": 5811, + "IoU": 0.7378317546656663, + "TN": 135402858, + "TP": 31470, + "n_pred": 37281, + "n_ref": 36841 + }, + "5": { + "Dice": 0.5590352852016138, + "FN": 15504, + "FP": 4279, + "IoU": 0.3879590384555889, + "TN": 135413187, + "TP": 12540, + "n_pred": 16819, + "n_ref": 28044 + }, + "6": { + "Dice": 0.962938015039819, + "FN": 48413, + "FP": 75825, + "IoU": 0.9285250341876063, + "TN": 133707307, + "TP": 1613965, + "n_pred": 1689790, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.7723587514452993, + "FN": 30970, + "FP": 68061, + "IoU": 0.6291404368781153, + "TN": 135178479, + "TP": 168000, + "n_pred": 236061, + "n_ref": 198970 + }, + "8": { + "Dice": 0.8472193210281627, + "FN": 60471, + "FP": 22178, + "IoU": 0.7349353927269112, + "TN": 135133703, + "TP": 229158, + "n_pred": 251336, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8157564433949829, + "FN": 26867, + "FP": 5280, + "IoU": 0.6888417833013919, + "TN": 135342196, + "TP": 71167, + "n_pred": 76447, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8534969703194002, + "FN": 23520, + "FP": 56364, + "IoU": 0.7444349890267389, + "TN": 105441427, + "TP": 232694, + "n_pred": 289058, + "n_ref": 256214 + }, + "10": { + "Dice": 0.24379460956642166, + "FN": 42177, + "FP": 71399, + "IoU": 0.13881896211822511, + "TN": 105622121, + "TP": 18308, + "n_pred": 89707, + "n_ref": 60485 + }, + "11": { + "Dice": 0.7279341374688876, + "FN": 568, + "FP": 853, + "IoU": 0.5722456351595424, + "TN": 105750683, + "TP": 1901, + "n_pred": 2754, + "n_ref": 2469 + }, + "12": { + "Dice": 0.5448930573029852, + "FN": 2022, + "FP": 1957, + "IoU": 0.3744694230466908, + "TN": 105747644, + "TP": 2382, + "n_pred": 4339, + "n_ref": 4404 + }, + "13": { + "Dice": 0.4951840260086857, + "FN": 50287, + "FP": 12134, + "IoU": 0.3290661679349929, + "TN": 105660969, + "TP": 30615, + "n_pred": 42749, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9285780729660843, + "FN": 22209, + "FP": 4664, + "IoU": 0.8666782427504776, + "TN": 105552440, + "TP": 174692, + "n_pred": 179356, + "n_ref": 196901 + }, + "15": { + "Dice": 0.8651764324441162, + "FN": 3916, + "FP": 3569, + "IoU": 0.7623884956033142, + "TN": 105722504, + "TP": 24016, + "n_pred": 27585, + "n_ref": 27932 + }, + "2": { + "Dice": 0.9294606627777742, + "FN": 11559, + "FP": 9893, + "IoU": 0.8682171971274641, + "TN": 105591222, + "TP": 141331, + "n_pred": 151224, + "n_ref": 152890 + }, + "3": { + "Dice": 0.9160301925235161, + "FN": 7808, + "FP": 22195, + "IoU": 0.8450698406960833, + "TN": 105560350, + "TP": 163652, + "n_pred": 185847, + "n_ref": 171460 + }, + "4": { + "Dice": 0.6177431581148548, + "FN": 17221, + "FP": 12027, + "IoU": 0.44690909778559407, + "TN": 105701124, + "TP": 23633, + "n_pred": 35660, + "n_ref": 40854 + }, + "5": { + "Dice": 0.7458530805687204, + "FN": 3552, + "FP": 2454, + "IoU": 0.5947094945677845, + "TN": 105739186, + "TP": 8813, + "n_pred": 11267, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9179032711455667, + "FN": 109637, + "FP": 145617, + "IoU": 0.848263604047033, + "TN": 104071785, + "TP": 1426966, + "n_pred": 1572583, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.771710098534487, + "FN": 36950, + "FP": 99976, + "IoU": 0.6282800970794716, + "TN": 105385647, + "TP": 231432, + "n_pred": 331408, + "n_ref": 268382 + }, + "8": { + "Dice": 0.8909951065663052, + "FN": 6459, + "FP": 13656, + "IoU": 0.8034185528321801, + "TN": 105651681, + "TP": 82209, + "n_pred": 95865, + "n_ref": 88668 + }, + "9": { + "Dice": 0.8194545454545454, + "FN": 16216, + "FP": 9602, + "IoU": 0.6941321423071, + "TN": 105669596, + "TP": 58591, + "n_pred": 68193, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.928686576398456, + "FN": 11586, + "FP": 25529, + "IoU": 0.8668673013322238, + "TN": 96859098, + "TP": 241667, + "n_pred": 267196, + "n_ref": 253253 + }, + "10": { + "Dice": 0.7671083819372315, + "FN": 11761, + "FP": 49452, + "IoU": 0.6222026094577413, + "TN": 96975854, + "TP": 100813, + "n_pred": 150265, + "n_ref": 112574 + }, + "11": { + "Dice": 0.7369762174405436, + "FN": 958, + "FP": 900, + "IoU": 0.5835014570724053, + "TN": 97133419, + "TP": 2603, + "n_pred": 3503, + "n_ref": 3561 + }, + "12": { + "Dice": 0.7835281023928771, + "FN": 998, + "FP": 947, + "IoU": 0.6440988106129918, + "TN": 97132415, + "TP": 3520, + "n_pred": 4467, + "n_ref": 4518 + }, + "13": { + "Dice": 0.7089671623706705, + "FN": 12449, + "FP": 18296, + "IoU": 0.5491472731805317, + "TN": 97069687, + "TP": 37448, + "n_pred": 55744, + "n_ref": 49897 + }, + "14": { + "Dice": 0.9186648313006053, + "FN": 35220, + "FP": 5373, + "IoU": 0.849565294732395, + "TN": 96868042, + "TP": 229245, + "n_pred": 234618, + "n_ref": 264465 + }, + "15": { + "Dice": 0.5949341118914228, + "FN": 3523, + "FP": 22144, + "IoU": 0.4234207925240363, + "TN": 97093364, + "TP": 18849, + "n_pred": 40993, + "n_ref": 22372 + }, + "2": { + "Dice": 0.9346769073821957, + "FN": 10650, + "FP": 7151, + "IoU": 0.8773647298731003, + "TN": 96992726, + "TP": 127353, + "n_pred": 134504, + "n_ref": 138003 + }, + "3": { + "Dice": 0.8893784526619778, + "FN": 11716, + "FP": 24789, + "IoU": 0.800793442909218, + "TN": 96954628, + "TP": 146747, + "n_pred": 171536, + "n_ref": 158463 + }, + "4": { + "Dice": 0.8898646960122809, + "FN": 2570, + "FP": 3600, + "IoU": 0.801582197067147, + "TN": 97106784, + "TP": 24926, + "n_pred": 28526, + "n_ref": 27496 + }, + "5": { + "Dice": 0.6838669808041404, + "FN": 5780, + "FP": 2405, + "IoU": 0.51960323981688, + "TN": 97120842, + "TP": 8853, + "n_pred": 11258, + "n_ref": 14633 + }, + "6": { + "Dice": 0.8953371212738099, + "FN": 43467, + "FP": 297144, + "IoU": 0.8105071135424067, + "TN": 95340393, + "TP": 1456876, + "n_pred": 1754020, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.9303831049588847, + "FN": 18403, + "FP": 16892, + "IoU": 0.8698283556217775, + "TN": 96866738, + "TP": 235847, + "n_pred": 252739, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9287572029278929, + "FN": 8785, + "FP": 9513, + "IoU": 0.8669903830077997, + "TN": 97000311, + "TP": 119271, + "n_pred": 128784, + "n_ref": 128056 + }, + "9": { + "Dice": 0.8251190709205977, + "FN": 5347, + "FP": 21457, + "IoU": 0.7023001654875218, + "TN": 97047843, + "TP": 63233, + "n_pred": 84690, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9425972996421513, + "FN": 3480, + "FP": 17229, + "IoU": 0.8914269836110267, + "TN": 130576054, + "TP": 170029, + "n_pred": 187258, + "n_ref": 173509 + }, + "10": { + "Dice": 0.719787500817076, + "FN": 16684, + "FP": 30471, + "IoU": 0.5622406446402213, + "TN": 130659073, + "TP": 60564, + "n_pred": 91035, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7661727502710517, + "FN": 869, + "FP": 1072, + "IoU": 0.6209724663151728, + "TN": 130761671, + "TP": 3180, + "n_pred": 4252, + "n_ref": 4049 + }, + "12": { + "Dice": 0.7393242271746945, + "FN": 757, + "FP": 1056, + "IoU": 0.5864507299270073, + "TN": 130762408, + "TP": 2571, + "n_pred": 3627, + "n_ref": 3328 + }, + "13": { + "Dice": 0.5787764289733901, + "FN": 25370, + "FP": 27026, + "IoU": 0.407238129716154, + "TN": 130678399, + "TP": 35997, + "n_pred": 63023, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9503073125267639, + "FN": 8522, + "FP": 7260, + "IoU": 0.9053195510147762, + "TN": 130600105, + "TP": 150905, + "n_pred": 158165, + "n_ref": 159427 + }, + "15": { + "Dice": 0.7288581478525613, + "FN": 4132, + "FP": 14214, + "IoU": 0.5733885219979536, + "TN": 130723788, + "TP": 24658, + "n_pred": 38872, + "n_ref": 28790 + }, + "2": { + "Dice": 0.8981565019087391, + "FN": 13520, + "FP": 21135, + "IoU": 0.8151398120192461, + "TN": 130579326, + "TP": 152811, + "n_pred": 173946, + "n_ref": 166331 + }, + "3": { + "Dice": 0.8947757789477578, + "FN": 20913, + "FP": 13223, + "IoU": 0.8095875587090152, + "TN": 130587518, + "TP": 145138, + "n_pred": 158361, + "n_ref": 166051 + }, + "4": { + "Dice": 0.8115727002967359, + "FN": 8056, + "FP": 2104, + "IoU": 0.682896379525593, + "TN": 130734752, + "TP": 21880, + "n_pred": 23984, + "n_ref": 29936 + }, + "5": { + "Dice": 0.5425052692482539, + "FN": 18182, + "FP": 3958, + "IoU": 0.3722176538974112, + "TN": 130731525, + "TP": 13127, + "n_pred": 17085, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9599785582892831, + "FN": 40523, + "FP": 67586, + "IoU": 0.923037275760611, + "TN": 129362099, + "TP": 1296584, + "n_pred": 1364170, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.8716118817996356, + "FN": 33478, + "FP": 87919, + "IoU": 0.7724397906544298, + "TN": 130233320, + "TP": 412075, + "n_pred": 499994, + "n_ref": 445553 + }, + "8": { + "Dice": 0.9045726395496884, + "FN": 14235, + "FP": 31335, + "IoU": 0.8257714497635279, + "TN": 130505239, + "TP": 215983, + "n_pred": 247318, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8522865109245286, + "FN": 20873, + "FP": 7258, + "IoU": 0.7425951851546845, + "TN": 130657505, + "TP": 81156, + "n_pred": 88414, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7305751011654005, + "FN": 24908, + "FP": 104857, + "IoU": 0.5755165995531581, + "TN": 71930307, + "TP": 175936, + "n_pred": 280793, + "n_ref": 200844 + }, + "10": { + "Dice": 0.32576521799212327, + "FN": 39089, + "FP": 58493, + "IoU": 0.19457558849747433, + "TN": 72114852, + "TP": 23574, + "n_pred": 82067, + "n_ref": 62663 + }, + "11": { + "Dice": 0.6530158023592255, + "FN": 1220, + "FP": 339, + "IoU": 0.4847984137475215, + "TN": 72232982, + "TP": 1467, + "n_pred": 1806, + "n_ref": 2687 + }, + "12": { + "Dice": 0.5853196527229676, + "FN": 2217, + "FP": 410, + "IoU": 0.41374693148850705, + "TN": 72231527, + "TP": 1854, + "n_pred": 2264, + "n_ref": 4071 + }, + "13": { + "Dice": 0.39294193013528284, + "FN": 49583, + "FP": 14855, + "IoU": 0.24451010047717867, + "TN": 72150715, + "TP": 20855, + "n_pred": 35710, + "n_ref": 70438 + }, + "14": { + "Dice": 0.23333272569602684, + "FN": 29045, + "FP": 265356, + "IoU": 0.1320750823258186, + "TN": 71896807, + "TP": 44800, + "n_pred": 310156, + "n_ref": 73845 + }, + "15": { + "Dice": 0.7348407522100929, + "FN": 7078, + "FP": 8249, + "IoU": 0.580828661288117, + "TN": 72199443, + "TP": 21238, + "n_pred": 29487, + "n_ref": 28316 + }, + "2": { + "Dice": 0.660378182877394, + "FN": 59281, + "FP": 10676, + "IoU": 0.4929586652267505, + "TN": 72098037, + "TP": 68014, + "n_pred": 78690, + "n_ref": 127295 + }, + "3": { + "Dice": 0.8064339576745317, + "FN": 9114, + "FP": 67278, + "IoU": 0.6756508890813675, + "TN": 72000484, + "TP": 159132, + "n_pred": 226410, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2513, + "IoU": 0.0, + "TN": 72233495, + "TP": 0, + "n_pred": 2513, + "n_ref": 0 + }, + "5": { + "Dice": 0.837490724356413, + "FN": 891, + "FP": 1956, + "IoU": 0.7204163802415791, + "TN": 72225825, + "TP": 7336, + "n_pred": 9292, + "n_ref": 8227 + }, + "6": { + "Dice": 0.6549159055580388, + "FN": 481054, + "FP": 605171, + "IoU": 0.48689588127926353, + "TN": 70119040, + "TP": 1030743, + "n_pred": 1635914, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.3279764276473395, + "FN": 139239, + "FP": 680451, + "IoU": 0.19615538504989644, + "TN": 71216296, + "TP": 200022, + "n_pred": 880473, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9242687067265638, + "FN": 5238, + "FP": 4978, + "IoU": 0.859200352826054, + "TN": 72163451, + "TP": 62341, + "n_pred": 67319, + "n_ref": 67579 + }, + "9": { + "Dice": 0.6247679473622371, + "FN": 23033, + "FP": 8903, + "IoU": 0.45430001879602894, + "TN": 72177485, + "TP": 26587, + "n_pred": 35490, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6336817017987407, + "FN": 10290, + "FP": 80702, + "IoU": 0.46378775914292786, + "TN": 52383426, + "TP": 78702, + "n_pred": 159404, + "n_ref": 88992 + }, + "10": { + "Dice": 0.129900099316469, + "FN": 42737, + "FP": 16837, + "IoU": 0.069461582918105, + "TN": 52489099, + "TP": 4447, + "n_pred": 21284, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0, + "FN": 2042, + "FP": 71, + "IoU": 0.0, + "TN": 52551007, + "TP": 0, + "n_pred": 71, + "n_ref": 2042 + }, + "12": { + "Dice": 0.0, + "FN": 4066, + "FP": 1468, + "IoU": 0.0, + "TN": 52547586, + "TP": 0, + "n_pred": 1468, + "n_ref": 4066 + }, + "13": { + "Dice": 0.39824776138632995, + "FN": 15433, + "FP": 3249, + "IoU": 0.24863256113256113, + "TN": 52528256, + "TP": 6182, + "n_pred": 9431, + "n_ref": 21615 + }, + "14": { + "Dice": 0.44325788790427273, + "FN": 36204, + "FP": 13115, + "IoU": 0.28473430792435317, + "TN": 52484168, + "TP": 19633, + "n_pred": 32748, + "n_ref": 55837 + }, + "15": { + "Dice": 0.2544496144209807, + "FN": 13539, + "FP": 55200, + "IoU": 0.1457704209074302, + "TN": 52472651, + "TP": 11730, + "n_pred": 66930, + "n_ref": 25269 + }, + "2": { + "Dice": 0.5545064069799766, + "FN": 73238, + "FP": 26124, + "IoU": 0.3836104218362283, + "TN": 52391920, + "TP": 61838, + "n_pred": 87962, + "n_ref": 135076 + }, + "3": { + "Dice": 0.6420412271871855, + "FN": 62408, + "FP": 27561, + "IoU": 0.4727987624081475, + "TN": 52382466, + "TP": 80685, + "n_pred": 108246, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 0, + "IoU": 0.0, + "TN": 52551240, + "TP": 0, + "n_pred": 0, + "n_ref": 1880 + }, + "5": { + "Dice": 0.7485265225933202, + "FN": 567, + "FP": 3273, + "IoU": 0.598116169544741, + "TN": 52543565, + "TP": 5715, + "n_pred": 8988, + "n_ref": 6282 + }, + "6": { + "Dice": 0.9155489690102901, + "FN": 67307, + "FP": 62848, + "IoU": 0.8442510937305546, + "TN": 51717448, + "TP": 705517, + "n_pred": 768365, + "n_ref": 772824 + }, + "7": { + "Dice": 0.4935496336370257, + "FN": 126649, + "FP": 9653, + "IoU": 0.3276242249046701, + "TN": 52350403, + "TP": 66415, + "n_pred": 76068, + "n_ref": 193064 + }, + "8": { + "Dice": 0.7646451337203091, + "FN": 16588, + "FP": 9848, + "IoU": 0.6189680023061401, + "TN": 52483740, + "TP": 42944, + "n_pred": 52792, + "n_ref": 59532 + }, + "9": { + "Dice": 0.7807547350492828, + "FN": 21018, + "FP": 11035, + "IoU": 0.64035904628331, + "TN": 52463995, + "TP": 57072, + "n_pred": 68107, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.840003376728312, + "FN": 14108, + "FP": 92028, + "IoU": 0.7241429499675114, + "TN": 143752500, + "TP": 278614, + "n_pred": 370642, + "n_ref": 292722 + }, + "10": { + "Dice": 0.7929316394046685, + "FN": 24038, + "FP": 14737, + "IoU": 0.6569069866213634, + "TN": 144024234, + "TP": 74241, + "n_pred": 88978, + "n_ref": 98279 + }, + "11": { + "Dice": 0.616551331879799, + "FN": 3367, + "FP": 678, + "IoU": 0.44566260106893246, + "TN": 144129953, + "TP": 3252, + "n_pred": 3930, + "n_ref": 6619 + }, + "12": { + "Dice": 0.6022287923584262, + "FN": 2998, + "FP": 500, + "IoU": 0.43084933289944677, + "TN": 144131104, + "TP": 2648, + "n_pred": 3148, + "n_ref": 5646 + }, + "13": { + "Dice": 0.7156289364765162, + "FN": 40673, + "FP": 9895, + "IoU": 0.5571823881747171, + "TN": 144023054, + "TP": 63628, + "n_pred": 73523, + "n_ref": 104301 + }, + "14": { + "Dice": 0.8572393512302408, + "FN": 97888, + "FP": 6098, + "IoU": 0.7501477690477907, + "TN": 143721060, + "TP": 312204, + "n_pred": 318302, + "n_ref": 410092 + }, + "15": { + "Dice": 0.6554981416009428, + "FN": 4589, + "FP": 14412, + "IoU": 0.48753978100221157, + "TN": 144100172, + "TP": 18077, + "n_pred": 32489, + "n_ref": 22666 + }, + "2": { + "Dice": 0.9445720570470404, + "FN": 7065, + "FP": 8306, + "IoU": 0.8949659361910033, + "TN": 143990907, + "TP": 130972, + "n_pred": 139278, + "n_ref": 138037 + }, + "3": { + "Dice": 0.9481547166376467, + "FN": 12740, + "FP": 4917, + "IoU": 0.9014203244860814, + "TN": 143958136, + "TP": 161457, + "n_pred": 166374, + "n_ref": 174197 + }, + "4": { + "Dice": 0.8668927382152568, + "FN": 8606, + "FP": 4465, + "IoU": 0.7650579671070369, + "TN": 144081615, + "TP": 42564, + "n_pred": 47029, + "n_ref": 51170 + }, + "5": { + "Dice": 0.6511397800357728, + "FN": 15022, + "FP": 3312, + "IoU": 0.482733325809728, + "TN": 144101806, + "TP": 17110, + "n_pred": 20422, + "n_ref": 32132 + }, + "6": { + "Dice": 0.8686747020526464, + "FN": 73423, + "FP": 315157, + "IoU": 0.7678381307558017, + "TN": 142463504, + "TP": 1285166, + "n_pred": 1600323, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.8446206978487708, + "FN": 42895, + "FP": 32959, + "IoU": 0.7310332600524786, + "TN": 143855230, + "TP": 206166, + "n_pred": 239125, + "n_ref": 249061 + }, + "8": { + "Dice": 0.840140933160989, + "FN": 27626, + "FP": 49052, + "IoU": 0.7243474290808825, + "TN": 143859081, + "TP": 201491, + "n_pred": 250543, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8566812757925717, + "FN": 14123, + "FP": 12757, + "IoU": 0.7492934889056773, + "TN": 144030033, + "TP": 80337, + "n_pred": 93094, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9041758173707456, + "FN": 9600, + "FP": 33727, + "IoU": 0.8251102975308692, + "TN": 111531181, + "TP": 204412, + "n_pred": 238139, + "n_ref": 214012 + }, + "10": { + "Dice": 0.5439659960876181, + "FN": 23478, + "FP": 14288, + "IoU": 0.373594294244485, + "TN": 111718630, + "TP": 22524, + "n_pred": 36812, + "n_ref": 46002 + }, + "11": { + "Dice": 0.6779282868525897, + "FN": 1668, + "FP": 353, + "IoU": 0.5127772420443587, + "TN": 111774772, + "TP": 2127, + "n_pred": 2480, + "n_ref": 3795 + }, + "12": { + "Dice": 0.5639864099660249, + "FN": 2668, + "FP": 412, + "IoU": 0.39274447949526814, + "TN": 111773848, + "TP": 1992, + "n_pred": 2404, + "n_ref": 4660 + }, + "13": { + "Dice": 0.6073283784863742, + "FN": 22545, + "FP": 16763, + "IoU": 0.4360887154620836, + "TN": 111709214, + "TP": 30398, + "n_pred": 47161, + "n_ref": 52943 + }, + "14": { + "Dice": 0.7526157167918672, + "FN": 8319, + "FP": 46677, + "IoU": 0.6033551383670025, + "TN": 111640267, + "TP": 83657, + "n_pred": 130334, + "n_ref": 91976 + }, + "15": { + "Dice": 0.7077563503525613, + "FN": 2401, + "FP": 4479, + "IoU": 0.547695746499244, + "TN": 111763709, + "TP": 8331, + "n_pred": 12810, + "n_ref": 10732 + }, + "2": { + "Dice": 0.896588723290109, + "FN": 35009, + "FP": 4506, + "IoU": 0.8125607760358609, + "TN": 111568105, + "TP": 171300, + "n_pred": 175806, + "n_ref": 206309 + }, + "3": { + "Dice": 0.7887235339217961, + "FN": 3259, + "FP": 28982, + "IoU": 0.6511507125004058, + "TN": 111686499, + "TP": 60180, + "n_pred": 89162, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8615586805099225, + "FN": 2290, + "FP": 2977, + "IoU": 0.7567879571481345, + "TN": 111757264, + "TP": 16389, + "n_pred": 19366, + "n_ref": 18679 + }, + "5": { + "Dice": 0.5109367510154653, + "FN": 16290, + "FP": 3095, + "IoU": 0.34312629189115923, + "TN": 111749409, + "TP": 10126, + "n_pred": 13221, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9542151945704607, + "FN": 78850, + "FP": 32075, + "IoU": 0.912439337057046, + "TN": 110512084, + "TP": 1155911, + "n_pred": 1187986, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.7990617076635904, + "FN": 69943, + "FP": 14776, + "IoU": 0.6653645010427858, + "TN": 111525752, + "TP": 168449, + "n_pred": 183225, + "n_ref": 238392 + }, + "8": { + "Dice": 0.851781850555882, + "FN": 43799, + "FP": 37445, + "IoU": 0.741829286506446, + "TN": 111464229, + "TP": 233447, + "n_pred": 270892, + "n_ref": 277246 + }, + "9": { + "Dice": 0.817773240706369, + "FN": 18656, + "FP": 8834, + "IoU": 0.6917228309017304, + "TN": 111689747, + "TP": 61683, + "n_pred": 70517, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8595475161379196, + "FN": 20330, + "FP": 27081, + "IoU": 0.7536898979141232, + "TN": 198895390, + "TP": 145074, + "n_pred": 172155, + "n_ref": 165404 + }, + "10": { + "Dice": 0.641817114004378, + "FN": 21053, + "FP": 25908, + "IoU": 0.4725557365081148, + "TN": 198998840, + "TP": 42074, + "n_pred": 67982, + "n_ref": 63127 + }, + "11": { + "Dice": 0.7468237468237469, + "FN": 1202, + "FP": 990, + "IoU": 0.5959447004608295, + "TN": 199082450, + "TP": 3233, + "n_pred": 4223, + "n_ref": 4435 + }, + "12": { + "Dice": 0.7028280018544274, + "FN": 1061, + "FP": 862, + "IoU": 0.5418155825589707, + "TN": 199083678, + "TP": 2274, + "n_pred": 3136, + "n_ref": 3335 + }, + "13": { + "Dice": 0.322068621841605, + "FN": 26869, + "FP": 9862, + "IoU": 0.19194385779655052, + "TN": 199042419, + "TP": 8725, + "n_pred": 18587, + "n_ref": 35594 + }, + "14": { + "Dice": 0.5658786184678068, + "FN": 17088, + "FP": 28727, + "IoU": 0.3945820944829865, + "TN": 199012200, + "TP": 29860, + "n_pred": 58587, + "n_ref": 46948 + }, + "15": { + "Dice": 0.5781566064461618, + "FN": 80402, + "FP": 4475, + "IoU": 0.4066246740445047, + "TN": 198944834, + "TP": 58164, + "n_pred": 62639, + "n_ref": 138566 + }, + "2": { + "Dice": 0.9311283699339403, + "FN": 4412, + "FP": 14104, + "IoU": 0.8711320833507329, + "TN": 198944193, + "TP": 125166, + "n_pred": 139270, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9534040444819614, + "FN": 8944, + "FP": 3752, + "IoU": 0.9109571267261876, + "TN": 198945292, + "TP": 129887, + "n_pred": 133639, + "n_ref": 138831 + }, + "4": { + "Dice": 0.8181056629062884, + "FN": 2471, + "FP": 4043, + "IoU": 0.6921986485847942, + "TN": 199066712, + "TP": 14649, + "n_pred": 18692, + "n_ref": 17120 + }, + "5": { + "Dice": 0.6595257127631229, + "FN": 7692, + "FP": 5086, + "IoU": 0.4920092231851793, + "TN": 199062721, + "TP": 12376, + "n_pred": 17462, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9282414610006828, + "FN": 66126, + "FP": 102228, + "IoU": 0.8660919668224581, + "TN": 197830639, + "TP": 1088882, + "n_pred": 1191110, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.8138359190750367, + "FN": 25218, + "FP": 34695, + "IoU": 0.6861073709468699, + "TN": 198897004, + "TP": 130958, + "n_pred": 165653, + "n_ref": 156176 + }, + "8": { + "Dice": 0.910873553039408, + "FN": 10355, + "FP": 10780, + "IoU": 0.8363340689975607, + "TN": 198958740, + "TP": 108000, + "n_pred": 118780, + "n_ref": 118355 + }, + "9": { + "Dice": 0.8778339188352977, + "FN": 13317, + "FP": 11756, + "IoU": 0.7822673787503799, + "TN": 198972720, + "TP": 90082, + "n_pred": 101838, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8675708226422998, + "FN": 10411, + "FP": 42698, + "IoU": 0.7661148617404976, + "TN": 130848119, + "TP": 173964, + "n_pred": 216662, + "n_ref": 184375 + }, + "10": { + "Dice": 0.627256073602727, + "FN": 21259, + "FP": 51788, + "IoU": 0.4569359671100075, + "TN": 130940683, + "TP": 61462, + "n_pred": 113250, + "n_ref": 82721 + }, + "11": { + "Dice": 0.6696257197696737, + "FN": 1280, + "FP": 1474, + "IoU": 0.503336339044184, + "TN": 131069647, + "TP": 2791, + "n_pred": 4265, + "n_ref": 4071 + }, + "12": { + "Dice": 0.7317835514748975, + "FN": 889, + "FP": 1857, + "IoU": 0.5770178681454098, + "TN": 131068700, + "TP": 3746, + "n_pred": 5603, + "n_ref": 4635 + }, + "13": { + "Dice": 0.47505519396737106, + "FN": 57021, + "FP": 16213, + "IoU": 0.3115228774760038, + "TN": 130968821, + "TP": 33137, + "n_pred": 49350, + "n_ref": 90158 + }, + "14": { + "Dice": 0.27578207230364954, + "FN": 18097, + "FP": 184193, + "IoU": 0.15994618074300473, + "TN": 130834386, + "TP": 38516, + "n_pred": 222709, + "n_ref": 56613 + }, + "15": { + "Dice": 0.5745664479173714, + "FN": 2101, + "FP": 35629, + "IoU": 0.40308188836856096, + "TN": 131011984, + "TP": 25478, + "n_pred": 61107, + "n_ref": 27579 + }, + "2": { + "Dice": 0.8488463920278616, + "FN": 10848, + "FP": 42362, + "IoU": 0.7373875963636005, + "TN": 130872574, + "TP": 149408, + "n_pred": 191770, + "n_ref": 160256 + }, + "3": { + "Dice": 0.8391745792986745, + "FN": 11544, + "FP": 56884, + "IoU": 0.7229119593122606, + "TN": 130828238, + "TP": 178526, + "n_pred": 235410, + "n_ref": 190070 + }, + "4": { + "Dice": 0.5724303897422399, + "FN": 42633, + "FP": 2851, + "IoU": 0.4009824709275526, + "TN": 130999261, + "TP": 30447, + "n_pred": 33298, + "n_ref": 73080 + }, + "5": { + "Dice": 0.6542786436851474, + "FN": 7164, + "FP": 799, + "IoU": 0.48619176667957154, + "TN": 131059694, + "TP": 7535, + "n_pred": 8334, + "n_ref": 14699 + }, + "6": { + "Dice": 0.8003056914278229, + "FN": 50567, + "FP": 656777, + "IoU": 0.6670913462782958, + "TN": 128950453, + "TP": 1417395, + "n_pred": 2074172, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.6349230936536018, + "FN": 178729, + "FP": 509472, + "IoU": 0.46511891799046046, + "TN": 129788549, + "TP": 598442, + "n_pred": 1107914, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9096469410421262, + "FN": 11885, + "FP": 11219, + "IoU": 0.834268252442506, + "TN": 130935786, + "TP": 116302, + "n_pred": 127521, + "n_ref": 128187 + }, + "9": { + "Dice": 0.6878521486690927, + "FN": 23486, + "FP": 14685, + "IoU": 0.5242184773395822, + "TN": 130994964, + "TP": 42057, + "n_pred": 56742, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7975593695164795, + "FN": 6004, + "FP": 100366, + "IoU": 0.6632837824149108, + "TN": 101301296, + "TP": 209534, + "n_pred": 309900, + "n_ref": 215538 + }, + "10": { + "Dice": 0.6397649317506029, + "FN": 18498, + "FP": 12274, + "IoU": 0.4703340964249445, + "TN": 101559103, + "TP": 27325, + "n_pred": 39599, + "n_ref": 45823 + }, + "11": { + "Dice": 0.7837127845884413, + "FN": 1379, + "FP": 597, + "IoU": 0.6443484521238301, + "TN": 101611644, + "TP": 3580, + "n_pred": 4177, + "n_ref": 4959 + }, + "12": { + "Dice": 0.7619047619047619, + "FN": 1970, + "FP": 230, + "IoU": 0.6153846153846154, + "TN": 101611480, + "TP": 3520, + "n_pred": 3750, + "n_ref": 5490 + }, + "13": { + "Dice": 0.7435004993795588, + "FN": 10952, + "FP": 22948, + "IoU": 0.5917236728008478, + "TN": 101534168, + "TP": 49132, + "n_pred": 72080, + "n_ref": 60084 + }, + "14": { + "Dice": 0.9202706359945872, + "FN": 2263, + "FP": 8048, + "IoU": 0.8523160216563064, + "TN": 101547382, + "TP": 59507, + "n_pred": 67555, + "n_ref": 61770 + }, + "15": { + "Dice": 0.8036136322318095, + "FN": 4534, + "FP": 9509, + "IoU": 0.6717007597895968, + "TN": 101574425, + "TP": 28732, + "n_pred": 38241, + "n_ref": 33266 + }, + "2": { + "Dice": 0.7257175748811939, + "FN": 68958, + "FP": 9190, + "IoU": 0.5695107776547514, + "TN": 101435667, + "TP": 103385, + "n_pred": 112575, + "n_ref": 172343 + }, + "3": { + "Dice": 0.8061506185158179, + "FN": 15430, + "FP": 60337, + "IoU": 0.6752532028065543, + "TN": 101383889, + "TP": 157544, + "n_pred": 217881, + "n_ref": 172974 + }, + "4": { + "Dice": 0.442911667550961, + "FN": 3274, + "FP": 29275, + "IoU": 0.28444864579669366, + "TN": 101571712, + "TP": 12939, + "n_pred": 42214, + "n_ref": 16213 + }, + "5": { + "Dice": 0.68543570554796, + "FN": 11320, + "FP": 6166, + "IoU": 0.5214166461395298, + "TN": 101580663, + "TP": 19051, + "n_pred": 25217, + "n_ref": 30371 + }, + "6": { + "Dice": 0.8704082403959582, + "FN": 261277, + "FP": 117616, + "IoU": 0.7705511597402802, + "TN": 99965882, + "TP": 1272425, + "n_pred": 1390041, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.8287166390772974, + "FN": 50110, + "FP": 106029, + "IoU": 0.7075287387540952, + "TN": 101083339, + "TP": 377722, + "n_pred": 483751, + "n_ref": 427832 + }, + "8": { + "Dice": 0.8941290639913857, + "FN": 30165, + "FP": 17619, + "IoU": 0.8085293092325385, + "TN": 101367637, + "TP": 201779, + "n_pred": 219398, + "n_ref": 231944 + }, + "9": { + "Dice": 0.8563625691247799, + "FN": 11699, + "FP": 11548, + "IoU": 0.7488059991787868, + "TN": 101524654, + "TP": 69299, + "n_pred": 80847, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9263559758379485, + "FN": 27177, + "FP": 2144, + "IoU": 0.8628148203599818, + "TN": 118968479, + "TP": 184412, + "n_pred": 186556, + "n_ref": 211589 + }, + "10": { + "Dice": 0.7757626781726126, + "FN": 14404, + "FP": 23950, + "IoU": 0.6336701751704904, + "TN": 119077514, + "TP": 66344, + "n_pred": 90294, + "n_ref": 80748 + }, + "11": { + "Dice": 0.6478196177177521, + "FN": 1208, + "FP": 1869, + "IoU": 0.47909260199762993, + "TN": 119176305, + "TP": 2830, + "n_pred": 4699, + "n_ref": 4038 + }, + "12": { + "Dice": 0.4876847290640394, + "FN": 2155, + "FP": 2005, + "IoU": 0.32247557003257327, + "TN": 119176072, + "TP": 1980, + "n_pred": 3985, + "n_ref": 4135 + }, + "13": { + "Dice": 0.4981593952132663, + "FN": 11626, + "FP": 31589, + "IoU": 0.3316992453297043, + "TN": 119117548, + "TP": 21449, + "n_pred": 53038, + "n_ref": 33075 + }, + "14": { + "Dice": 0.16481963388370424, + "FN": 58520, + "FP": 15938, + "IoU": 0.08981113623861622, + "TN": 119100407, + "TP": 7347, + "n_pred": 23285, + "n_ref": 65867 + }, + "15": { + "Dice": 0.4311154134171065, + "FN": 8918, + "FP": 22229, + "IoU": 0.2747910312230785, + "TN": 119139263, + "TP": 11802, + "n_pred": 34031, + "n_ref": 20720 + }, + "2": { + "Dice": 0.9310634171810028, + "FN": 18724, + "FP": 7155, + "IoU": 0.8710183860726372, + "TN": 118981571, + "TP": 174762, + "n_pred": 181917, + "n_ref": 193486 + }, + "3": { + "Dice": 0.9067234293157789, + "FN": 15323, + "FP": 22056, + "IoU": 0.829363267840187, + "TN": 118963156, + "TP": 181677, + "n_pred": 203733, + "n_ref": 197000 + }, + "4": { + "Dice": 0.5513277677560096, + "FN": 23624, + "FP": 8461, + "IoU": 0.38057453955751186, + "TN": 119130414, + "TP": 19713, + "n_pred": 28174, + "n_ref": 43337 + }, + "5": { + "Dice": 0.7877982445296081, + "FN": 4977, + "FP": 1889, + "IoU": 0.6498903676508082, + "TN": 119162601, + "TP": 12745, + "n_pred": 14634, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9402961900055803, + "FN": 46287, + "FP": 168658, + "IoU": 0.8873198162895458, + "TN": 117274645, + "TP": 1692622, + "n_pred": 1861280, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.7832761743050063, + "FN": 41143, + "FP": 100789, + "IoU": 0.6437583926307996, + "TN": 118783797, + "TP": 256483, + "n_pred": 357272, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9373368146214099, + "FN": 6415, + "FP": 3713, + "IoU": 0.8820638820638821, + "TN": 119096335, + "TP": 75749, + "n_pred": 79462, + "n_ref": 82164 + }, + "9": { + "Dice": 0.889806182531894, + "FN": 12984, + "FP": 4982, + "IoU": 0.8014872435167895, + "TN": 119091709, + "TP": 72537, + "n_pred": 77519, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 55676, + "IoU": 0.0, + "TN": 61276804, + "TP": 0, + "n_pred": 55676, + "n_ref": 0 + }, + "10": { + "Dice": 0.5846290537538872, + "FN": 12714, + "FP": 18141, + "IoU": 0.4130571249215317, + "TN": 61279911, + "TP": 21714, + "n_pred": 39855, + "n_ref": 34428 + }, + "11": { + "Dice": 0.8150189459180158, + "FN": 315, + "FP": 1296, + "IoU": 0.6877906976744186, + "TN": 61327320, + "TP": 3549, + "n_pred": 4845, + "n_ref": 3864 + }, + "12": { + "Dice": 0.20407487162497928, + "FN": 4234, + "FP": 571, + "IoU": 0.11363217118612802, + "TN": 61327059, + "TP": 616, + "n_pred": 1187, + "n_ref": 4850 + }, + "13": { + "Dice": 0.43757821209983844, + "FN": 33464, + "FP": 15974, + "IoU": 0.2800640745594874, + "TN": 61263810, + "TP": 19232, + "n_pred": 35206, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9390371605711215, + "FN": 16350, + "FP": 16659, + "IoU": 0.8850801608439083, + "TN": 61045245, + "TP": 254226, + "n_pred": 270885, + "n_ref": 270576 + }, + "15": { + "Dice": 0.6807006267073759, + "FN": 30452, + "FP": 33132, + "IoU": 0.5159561510353228, + "TN": 61201120, + "TP": 67776, + "n_pred": 100908, + "n_ref": 98228 + }, + "2": { + "Dice": 0.9375688310699085, + "FN": 13236, + "FP": 6435, + "IoU": 0.8824748920102523, + "TN": 61165103, + "TP": 147706, + "n_pred": 154141, + "n_ref": 160942 + }, + "3": { + "Dice": 0.9342120993586653, + "FN": 7523, + "FP": 9536, + "IoU": 0.8765459795485632, + "TN": 61194299, + "TP": 121122, + "n_pred": 130658, + "n_ref": 128645 + }, + "4": { + "Dice": 0.8244321669736034, + "FN": 11300, + "FP": 1856, + "IoU": 0.7013054830287206, + "TN": 61288435, + "TP": 30889, + "n_pred": 32745, + "n_ref": 42189 + }, + "5": { + "Dice": 0.7317465422965583, + "FN": 1747, + "FP": 3257, + "IoU": 0.5769718488460563, + "TN": 61320651, + "TP": 6825, + "n_pred": 10082, + "n_ref": 8572 + }, + "6": { + "Dice": 0.926926573843606, + "FN": 20924, + "FP": 165939, + "IoU": 0.863805356883856, + "TN": 59960451, + "TP": 1185166, + "n_pred": 1351105, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.4173018011105617, + "FN": 130804, + "FP": 74244, + "IoU": 0.2636647981297873, + "TN": 61054009, + "TP": 73423, + "n_pred": 147667, + "n_ref": 204227 + }, + "8": { + "Dice": 0.8519728925201089, + "FN": 14954, + "FP": 8418, + "IoU": 0.7421191424567752, + "TN": 61241849, + "TP": 67259, + "n_pred": 75677, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8343481262946456, + "FN": 10206, + "FP": 10906, + "IoU": 0.7157781367797523, + "TN": 61258200, + "TP": 53168, + "n_pred": 64074, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9704078685851156, + "FN": 5781, + "FP": 4671, + "IoU": 0.9425167879357851, + "TN": 148925673, + "TP": 171375, + "n_pred": 176046, + "n_ref": 177156 + }, + "10": { + "Dice": 0.7794575013890793, + "FN": 18793, + "FP": 11770, + "IoU": 0.6386156174620442, + "TN": 149022928, + "TP": 54009, + "n_pred": 65779, + "n_ref": 72802 + }, + "11": { + "Dice": 0.8238794129313765, + "FN": 527, + "FP": 361, + "IoU": 0.7005059021922428, + "TN": 149104535, + "TP": 2077, + "n_pred": 2438, + "n_ref": 2604 + }, + "12": { + "Dice": 0.4223521767381416, + "FN": 1447, + "FP": 331, + "IoU": 0.2677100494233937, + "TN": 149105072, + "TP": 650, + "n_pred": 981, + "n_ref": 2097 + }, + "13": { + "Dice": 0.47508396256555313, + "FN": 53883, + "FP": 13480, + "IoU": 0.31154762026429017, + "TN": 149009653, + "TP": 30484, + "n_pred": 43964, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8945531045627086, + "FN": 5046, + "FP": 15705, + "IoU": 0.8092230465841079, + "TN": 148998729, + "TP": 88020, + "n_pred": 103725, + "n_ref": 93066 + }, + "15": { + "Dice": 0.880165016065266, + "FN": 4760, + "FP": 4303, + "IoU": 0.785977424077835, + "TN": 149065154, + "TP": 33283, + "n_pred": 37586, + "n_ref": 38043 + }, + "2": { + "Dice": 0.9164595002351619, + "FN": 6964, + "FP": 20390, + "IoU": 0.8458008726337982, + "TN": 148930106, + "TP": 150040, + "n_pred": 170430, + "n_ref": 157004 + }, + "3": { + "Dice": 0.6624666377009497, + "FN": 28067, + "FP": 4561, + "IoU": 0.4952898046313054, + "TN": 149042853, + "TP": 32019, + "n_pred": 36580, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9046656182131356, + "FN": 1673, + "FP": 3419, + "IoU": 0.825926432380692, + "TN": 149078248, + "TP": 24160, + "n_pred": 27579, + "n_ref": 25833 + }, + "5": { + "Dice": 0.16024736899207986, + "FN": 30762, + "FP": 198, + "IoU": 0.08710267146311258, + "TN": 149073586, + "TP": 2954, + "n_pred": 3152, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9662654741154467, + "FN": 42792, + "FP": 31450, + "IoU": 0.9347327093371733, + "TN": 147969993, + "TP": 1063265, + "n_pred": 1094715, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.7966869856429002, + "FN": 86603, + "FP": 9622, + "IoU": 0.6620779266386894, + "TN": 148822745, + "TP": 188530, + "n_pred": 198152, + "n_ref": 275133 + }, + "8": { + "Dice": 0.910184358422186, + "FN": 21119, + "FP": 19921, + "IoU": 0.8351727794110559, + "TN": 148858512, + "TP": 207948, + "n_pred": 227869, + "n_ref": 229067 + }, + "9": { + "Dice": 0.8613293144280749, + "FN": 17476, + "FP": 5067, + "IoU": 0.756434081725263, + "TN": 149014946, + "TP": 70011, + "n_pred": 75078, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5301958847824978, + "FN": 317544, + "FP": 32570, + "IoU": 0.3607255411065707, + "TN": 100165126, + "TP": 197560, + "n_pred": 230130, + "n_ref": 515104 + }, + "10": { + "Dice": 0.3466569868904184, + "FN": 13641, + "FP": 79953, + "IoU": 0.20967033709383234, + "TN": 100594376, + "TP": 24830, + "n_pred": 104783, + "n_ref": 38471 + }, + "11": { + "Dice": 0.3674698795180723, + "FN": 2383, + "FP": 1397, + "IoU": 0.22509225092250923, + "TN": 100707922, + "TP": 1098, + "n_pred": 2495, + "n_ref": 3481 + }, + "12": { + "Dice": 0.6075196623825053, + "FN": 2706, + "FP": 1386, + "IoU": 0.4362859898057584, + "TN": 100705541, + "TP": 3167, + "n_pred": 4553, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0018517446907007696, + "FN": 39107, + "FP": 12640, + "IoU": 0.0009267303793802491, + "TN": 100661005, + "TP": 48, + "n_pred": 12688, + "n_ref": 39155 + }, + "14": { + "Dice": 0.5976267529665588, + "FN": 38940, + "FP": 115855, + "IoU": 0.42615384615384616, + "TN": 100443050, + "TP": 114955, + "n_pred": 230810, + "n_ref": 153895 + }, + "15": { + "Dice": 0.8033736115467531, + "FN": 14586, + "FP": 24907, + "IoU": 0.6713654481455901, + "TN": 100592627, + "TP": 80680, + "n_pred": 105587, + "n_ref": 95266 + }, + "2": { + "Dice": 0.5307119481457587, + "FN": 136909, + "FP": 33306, + "IoU": 0.36120347366603867, + "TN": 100446338, + "TP": 96247, + "n_pred": 129553, + "n_ref": 233156 + }, + "3": { + "Dice": 0.6669171729784622, + "FN": 50897, + "FP": 121956, + "IoU": 0.5002818725589113, + "TN": 100366899, + "TP": 173048, + "n_pred": 295004, + "n_ref": 223945 + }, + "4": { + "Dice": 0.2522060171244534, + "FN": 48020, + "FP": 9098, + "IoU": 0.1442996254681648, + "TN": 100646050, + "TP": 9632, + "n_pred": 18730, + "n_ref": 57652 + }, + "5": { + "Dice": 0.30513024458142773, + "FN": 13404, + "FP": 574, + "IoU": 0.1800316771279404, + "TN": 100695753, + "TP": 3069, + "n_pred": 3643, + "n_ref": 16473 + }, + "6": { + "Dice": 0.5147203486938685, + "FN": 1141741, + "FP": 623834, + "IoU": 0.3465477684564193, + "TN": 98010881, + "TP": 936344, + "n_pred": 1560178, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.4182662050298486, + "FN": 46357, + "FP": 303966, + "IoU": 0.26443527119412763, + "TN": 100236536, + "TP": 125941, + "n_pred": 429907, + "n_ref": 172298 + }, + "8": { + "Dice": 0.8558165213590669, + "FN": 12992, + "FP": 18347, + "IoU": 0.7479714026072202, + "TN": 100588453, + "TP": 93008, + "n_pred": 111355, + "n_ref": 106000 + }, + "9": { + "Dice": 0.6697411689219382, + "FN": 43402, + "FP": 14246, + "IoU": 0.503466809071412, + "TN": 100596699, + "TP": 58453, + "n_pred": 72699, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9512627326575628, + "FN": 1069, + "FP": 6797, + "IoU": 0.9070553343337547, + "TN": 78866069, + "TP": 76765, + "n_pred": 83562, + "n_ref": 77834 + }, + "10": { + "Dice": 0.5221738373105731, + "FN": 23955, + "FP": 3477, + "IoU": 0.3533391480634591, + "TN": 78908279, + "TP": 14989, + "n_pred": 18466, + "n_ref": 38944 + }, + "11": { + "Dice": 0.335243553008596, + "FN": 666, + "FP": 2118, + "IoU": 0.20137693631669534, + "TN": 78947214, + "TP": 702, + "n_pred": 2820, + "n_ref": 1368 + }, + "12": { + "Dice": 0.13013449654671028, + "FN": 2381, + "FP": 12, + "IoU": 0.06959564541213063, + "TN": 78948128, + "TP": 179, + "n_pred": 191, + "n_ref": 2560 + }, + "13": { + "Dice": 0.28481004581360625, + "FN": 48246, + "FP": 7797, + "IoU": 0.166051605606976, + "TN": 78883498, + "TP": 11159, + "n_pred": 18956, + "n_ref": 59405 + }, + "14": { + "Dice": 0.34743582726725414, + "FN": 17747, + "FP": 18022, + "IoU": 0.21024044512154733, + "TN": 78905409, + "TP": 9522, + "n_pred": 27544, + "n_ref": 27269 + }, + "15": { + "Dice": 0.899651180425661, + "FN": 5731, + "FP": 6179, + "IoU": 0.8176054396765597, + "TN": 78885402, + "TP": 53388, + "n_pred": 59567, + "n_ref": 59119 + }, + "2": { + "Dice": 0.8916577320034222, + "FN": 17788, + "FP": 2220, + "IoU": 0.8044967315152285, + "TN": 78848359, + "TP": 82333, + "n_pred": 84553, + "n_ref": 100121 + }, + "3": { + "Dice": 0.9248834515299635, + "FN": 2841, + "FP": 10452, + "IoU": 0.8602634317610823, + "TN": 78855571, + "TP": 81836, + "n_pred": 92288, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8160727218240391, + "FN": 789, + "FP": 6576, + "IoU": 0.6892929463381707, + "TN": 78926996, + "TP": 16339, + "n_pred": 22915, + "n_ref": 17128 + }, + "5": { + "Dice": 0.33350534809532745, + "FN": 27689, + "FP": 725, + "IoU": 0.20012386341243701, + "TN": 78915177, + "TP": 7109, + "n_pred": 7834, + "n_ref": 34798 + }, + "6": { + "Dice": 0.9225878953753465, + "FN": 77407, + "FP": 28263, + "IoU": 0.8562999166384488, + "TN": 78215349, + "TP": 629681, + "n_pred": 657944, + "n_ref": 707088 + }, + "7": { + "Dice": 0.4540667115767054, + "FN": 495984, + "FP": 45370, + "IoU": 0.2937168860887978, + "TN": 78184217, + "TP": 225129, + "n_pred": 270499, + "n_ref": 721113 + }, + "8": { + "Dice": 0.8845407280774013, + "FN": 67487, + "FP": 1334, + "IoU": 0.7929834377124431, + "TN": 78618258, + "TP": 263621, + "n_pred": 264955, + "n_ref": 331108 + }, + "9": { + "Dice": 0.6050044044473014, + "FN": 31636, + "FP": 1546, + "IoU": 0.43369628289585965, + "TN": 78892106, + "TP": 25412, + "n_pred": 26958, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9562818812318941, + "FN": 3287, + "FP": 9963, + "IoU": 0.9162261955944463, + "TN": 104846276, + "TP": 144914, + "n_pred": 154877, + "n_ref": 148201 + }, + "10": { + "Dice": 0.6903504998101987, + "FN": 19036, + "FP": 42143, + "IoU": 0.527126150706849, + "TN": 104875063, + "TP": 68198, + "n_pred": 110341, + "n_ref": 87234 + }, + "11": { + "Dice": 0.8410829185383027, + "FN": 867, + "FP": 442, + "IoU": 0.7257490048187722, + "TN": 104999667, + "TP": 3464, + "n_pred": 3906, + "n_ref": 4331 + }, + "12": { + "Dice": 0.6792949756888168, + "FN": 1480, + "FP": 1686, + "IoU": 0.5143426905967173, + "TN": 104997921, + "TP": 3353, + "n_pred": 5039, + "n_ref": 4833 + }, + "13": { + "Dice": 0.7836388175975719, + "FN": 21789, + "FP": 9150, + "IoU": 0.6442484592033851, + "TN": 104917472, + "TP": 56029, + "n_pred": 65179, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9524450935076352, + "FN": 2907, + "FP": 3801, + "IoU": 0.9092078015240312, + "TN": 104930557, + "TP": 67175, + "n_pred": 70976, + "n_ref": 70082 + }, + "15": { + "Dice": 0.8980924000081089, + "FN": 2209, + "FP": 2818, + "IoU": 0.8150342188534845, + "TN": 104977262, + "TP": 22151, + "n_pred": 24969, + "n_ref": 24360 + }, + "2": { + "Dice": 0.9129388800477422, + "FN": 23891, + "FP": 4119, + "IoU": 0.8398229531820963, + "TN": 104829571, + "TP": 146859, + "n_pred": 150978, + "n_ref": 170750 + }, + "3": { + "Dice": 0.9196661790420817, + "FN": 5491, + "FP": 20374, + "IoU": 0.8512796333883405, + "TN": 104830523, + "TP": 148052, + "n_pred": 168426, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4506, + "IoU": 0.0, + "TN": 104999934, + "TP": 0, + "n_pred": 4506, + "n_ref": 0 + }, + "5": { + "Dice": 0.5066928836118884, + "FN": 16680, + "FP": 9412, + "IoU": 0.3393092271852527, + "TN": 104964948, + "TP": 13400, + "n_pred": 22812, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9191389290882779, + "FN": 36756, + "FP": 174228, + "IoU": 0.8503765690376569, + "TN": 103594340, + "TP": 1199116, + "n_pred": 1373344, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.8489273142819012, + "FN": 26543, + "FP": 45903, + "IoU": 0.7375097374952445, + "TN": 104728445, + "TP": 203549, + "n_pred": 249452, + "n_ref": 230092 + }, + "8": { + "Dice": 0.9055469002616185, + "FN": 58120, + "FP": 6144, + "IoU": 0.8273967157460478, + "TN": 104632118, + "TP": 308058, + "n_pred": 314202, + "n_ref": 366178 + }, + "9": { + "Dice": 0.9031963328090039, + "FN": 6564, + "FP": 12083, + "IoU": 0.8234804093262778, + "TN": 104898803, + "TP": 86990, + "n_pred": 99073, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8845472332598282, + "FN": 44470, + "FP": 53069, + "IoU": 0.7929938941698554, + "TN": 177205099, + "TP": 373650, + "n_pred": 426719, + "n_ref": 418120 + }, + "10": { + "Dice": 0.3229504074780731, + "FN": 50126, + "FP": 41426, + "IoU": 0.19257057687389206, + "TN": 177562901, + "TP": 21835, + "n_pred": 63261, + "n_ref": 71961 + }, + "11": { + "Dice": 0.7665022316185107, + "FN": 1480, + "FP": 508, + "IoU": 0.6214054465816035, + "TN": 177671037, + "TP": 3263, + "n_pred": 3771, + "n_ref": 4743 + }, + "12": { + "Dice": 0.6959521152480471, + "FN": 1768, + "FP": 1229, + "IoU": 0.5336860121363, + "TN": 177669861, + "TP": 3430, + "n_pred": 4659, + "n_ref": 5198 + }, + "13": { + "Dice": 0.7408948855099465, + "FN": 27772, + "FP": 6718, + "IoU": 0.5884297323420962, + "TN": 177592487, + "TP": 49311, + "n_pred": 56029, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9003127643756249, + "FN": 6008, + "FP": 9546, + "IoU": 0.8186989311233113, + "TN": 177590497, + "TP": 70237, + "n_pred": 79783, + "n_ref": 76245 + }, + "15": { + "Dice": 0.6437422364952888, + "FN": 1921, + "FP": 21597, + "IoU": 0.4746459366483492, + "TN": 177631522, + "TP": 21248, + "n_pred": 42845, + "n_ref": 23169 + }, + "2": { + "Dice": 0.9471370685845623, + "FN": 11825, + "FP": 10784, + "IoU": 0.8995825005551854, + "TN": 177451138, + "TP": 202541, + "n_pred": 213325, + "n_ref": 214366 + }, + "3": { + "Dice": 0.9452257047062581, + "FN": 19145, + "FP": 2632, + "IoU": 0.8961402538189692, + "TN": 177466611, + "TP": 187900, + "n_pred": 190532, + "n_ref": 207045 + }, + "4": { + "Dice": 0.5011746280344558, + "FN": 20033, + "FP": 8632, + "IoU": 0.3343782654127482, + "TN": 177633223, + "TP": 14400, + "n_pred": 23032, + "n_ref": 34433 + }, + "5": { + "Dice": 0.6736999310714559, + "FN": 13588, + "FP": 3454, + "IoU": 0.5079543814060921, + "TN": 177641653, + "TP": 17593, + "n_pred": 21047, + "n_ref": 31181 + }, + "6": { + "Dice": 0.8765611147125774, + "FN": 235017, + "FP": 207316, + "IoU": 0.7802481525181643, + "TN": 175663413, + "TP": 1570542, + "n_pred": 1777858, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.732332778740216, + "FN": 47969, + "FP": 186110, + "IoU": 0.5777011241265964, + "TN": 177121991, + "TP": 320218, + "n_pred": 506328, + "n_ref": 368187 + }, + "8": { + "Dice": 0.837124997642977, + "FN": 21864, + "FP": 47238, + "IoU": 0.7198753055540917, + "TN": 177429605, + "TP": 177581, + "n_pred": 224819, + "n_ref": 199445 + }, + "9": { + "Dice": 0.891407079513676, + "FN": 16009, + "FP": 13037, + "IoU": 0.8040887354058046, + "TN": 177528027, + "TP": 119215, + "n_pred": 132252, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9579312368301726, + "FN": 7493, + "FP": 8279, + "IoU": 0.9192591417060423, + "TN": 193810194, + "TP": 179569, + "n_pred": 187848, + "n_ref": 187062 + }, + "10": { + "Dice": 0.847162317488136, + "FN": 12605, + "FP": 14255, + "IoU": 0.7348496066179011, + "TN": 193904234, + "TP": 74441, + "n_pred": 88696, + "n_ref": 87046 + }, + "11": { + "Dice": 0.7765529308836395, + "FN": 893, + "FP": 384, + "IoU": 0.6347254004576659, + "TN": 194002039, + "TP": 2219, + "n_pred": 2603, + "n_ref": 3112 + }, + "12": { + "Dice": 0.7167781331782495, + "FN": 1485, + "FP": 463, + "IoU": 0.5585769317924314, + "TN": 194001122, + "TP": 2465, + "n_pred": 2928, + "n_ref": 3950 + }, + "13": { + "Dice": 0.6696790993336907, + "FN": 27529, + "FP": 11288, + "IoU": 0.5033966609096143, + "TN": 193927370, + "TP": 39348, + "n_pred": 50636, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8899669931150173, + "FN": 2158, + "FP": 16077, + "IoU": 0.8017482251383468, + "TN": 193913556, + "TP": 73744, + "n_pred": 89821, + "n_ref": 75902 + }, + "15": { + "Dice": 0.8163749872070413, + "FN": 1024, + "FP": 7947, + "IoU": 0.6897243454501435, + "TN": 193976622, + "TP": 19942, + "n_pred": 27889, + "n_ref": 20966 + }, + "2": { + "Dice": 0.9598813107545964, + "FN": 5296, + "FP": 5872, + "IoU": 0.9228574783623792, + "TN": 193860764, + "TP": 133603, + "n_pred": 139475, + "n_ref": 138899 + }, + "3": { + "Dice": 0.9539826390579984, + "FN": 7236, + "FP": 5047, + "IoU": 0.9120141545250068, + "TN": 193865933, + "TP": 127319, + "n_pred": 132366, + "n_ref": 134555 + }, + "4": { + "Dice": 0.9094429117661295, + "FN": 2239, + "FP": 1503, + "IoU": 0.8339250843245163, + "TN": 193983003, + "TP": 18790, + "n_pred": 20293, + "n_ref": 21029 + }, + "5": { + "Dice": 0.5191737822947077, + "FN": 15444, + "FP": 6461, + "IoU": 0.3505973733361003, + "TN": 193971804, + "TP": 11826, + "n_pred": 18287, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9335827332350184, + "FN": 37101, + "FP": 154712, + "IoU": 0.8754385007916068, + "TN": 192465629, + "TP": 1348093, + "n_pred": 1502805, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.8590550004725912, + "FN": 40220, + "FP": 52234, + "IoU": 0.7529328765439357, + "TN": 193631329, + "TP": 281752, + "n_pred": 333986, + "n_ref": 321972 + }, + "8": { + "Dice": 0.9330505214344386, + "FN": 17057, + "FP": 15138, + "IoU": 0.8745030014812505, + "TN": 193748995, + "TP": 224345, + "n_pred": 239483, + "n_ref": 241402 + }, + "9": { + "Dice": 0.8427658821348106, + "FN": 23418, + "FP": 4567, + "IoU": 0.7282587586421192, + "TN": 193902551, + "TP": 74999, + "n_pred": 79566, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9367318995458188, + "FN": 2255, + "FP": 12901, + "IoU": 0.8809931372395057, + "TN": 99528446, + "TP": 112198, + "n_pred": 125099, + "n_ref": 114453 + }, + "10": { + "Dice": 0.8221077053173267, + "FN": 14812, + "FP": 9801, + "IoU": 0.6979481137864173, + "TN": 99574314, + "TP": 56873, + "n_pred": 66674, + "n_ref": 71685 + }, + "11": { + "Dice": 0.7597516319057475, + "FN": 1256, + "FP": 253, + "IoU": 0.6125802310654686, + "TN": 99651905, + "TP": 2386, + "n_pred": 2639, + "n_ref": 3642 + }, + "12": { + "Dice": 0.5996500097219521, + "FN": 2026, + "FP": 33, + "IoU": 0.4282143848930853, + "TN": 99652199, + "TP": 1542, + "n_pred": 1575, + "n_ref": 3568 + }, + "13": { + "Dice": 0.6019257299711283, + "FN": 24270, + "FP": 3719, + "IoU": 0.43053916581892165, + "TN": 99606650, + "TP": 21161, + "n_pred": 24880, + "n_ref": 45431 + }, + "14": { + "Dice": 0.5030758898589658, + "FN": 35413, + "FP": 1583, + "IoU": 0.3360730757496904, + "TN": 99600077, + "TP": 18727, + "n_pred": 20310, + "n_ref": 54140 + }, + "15": { + "Dice": 0.6691435543795671, + "FN": 13543, + "FP": 10590, + "IoU": 0.5027916846941508, + "TN": 99607263, + "TP": 24404, + "n_pred": 34994, + "n_ref": 37947 + }, + "2": { + "Dice": 0.946673155193771, + "FN": 7759, + "FP": 4295, + "IoU": 0.8987458734785421, + "TN": 99536753, + "TP": 106993, + "n_pred": 111288, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9612200435729847, + "FN": 4685, + "FP": 4927, + "IoU": 0.9253355704697986, + "TN": 99527064, + "TP": 119124, + "n_pred": 124051, + "n_ref": 123809 + }, + "4": { + "Dice": 0.8457751780853652, + "FN": 4302, + "FP": 1024, + "IoU": 0.7327646763672855, + "TN": 99635870, + "TP": 14604, + "n_pred": 15628, + "n_ref": 18906 + }, + "5": { + "Dice": 0.7962800234329233, + "FN": 1529, + "FP": 1253, + "IoU": 0.6615159995133227, + "TN": 99647581, + "TP": 5437, + "n_pred": 6690, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9672186842496228, + "FN": 48784, + "FP": 39697, + "IoU": 0.9365183795437669, + "TN": 98261995, + "TP": 1305324, + "n_pred": 1345021, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.876862518089725, + "FN": 15495, + "FP": 27049, + "IoU": 0.7807258970632196, + "TN": 99461778, + "TP": 151478, + "n_pred": 178527, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9552367274019287, + "FN": 5480, + "FP": 3465, + "IoU": 0.9143092530679108, + "TN": 99551413, + "TP": 95442, + "n_pred": 98907, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9154139260105197, + "FN": 12170, + "FP": 3236, + "IoU": 0.8440214640072896, + "TN": 99557030, + "TP": 83364, + "n_pred": 86600, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9270286452513465, + "FN": 59071, + "FP": 1988, + "IoU": 0.8639826600669183, + "TN": 62634614, + "TP": 387847, + "n_pred": 389835, + "n_ref": 446918 + }, + "10": { + "Dice": 0.8677792419078187, + "FN": 11905, + "FP": 6056, + "IoU": 0.7664399682708938, + "TN": 63006619, + "TP": 58940, + "n_pred": 64996, + "n_ref": 70845 + }, + "11": { + "Dice": 0.7386182744348934, + "FN": 1225, + "FP": 417, + "IoU": 0.585562847046946, + "TN": 63079558, + "TP": 2320, + "n_pred": 2737, + "n_ref": 3545 + }, + "12": { + "Dice": 0.7483949862427393, + "FN": 1054, + "FP": 592, + "IoU": 0.5979482169027845, + "TN": 63079426, + "TP": 2448, + "n_pred": 3040, + "n_ref": 3502 + }, + "13": { + "Dice": 0.6315283672932374, + "FN": 18055, + "FP": 14152, + "IoU": 0.4614844416205461, + "TN": 63023713, + "TP": 27600, + "n_pred": 41752, + "n_ref": 45655 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9742073061362776, + "FN": 1765, + "FP": 4706, + "IoU": 0.9497116834268484, + "TN": 62954842, + "TP": 122207, + "n_pred": 126913, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9786965056929722, + "FN": 2952, + "FP": 2474, + "IoU": 0.9582817557645141, + "TN": 62953457, + "TP": 124637, + "n_pred": 127111, + "n_ref": 127589 + }, + "4": { + "Dice": 0.32378960913623933, + "FN": 14003, + "FP": 2813, + "IoU": 0.1931676422608195, + "TN": 63062678, + "TP": 4026, + "n_pred": 6839, + "n_ref": 18029 + }, + "5": { + "Dice": 0.5622450758236012, + "FN": 8890, + "FP": 3667, + "IoU": 0.3910576596673294, + "TN": 63062899, + "TP": 8064, + "n_pred": 11731, + "n_ref": 16954 + }, + "6": { + "Dice": 0.905735374913408, + "FN": 181749, + "FP": 15561, + "IoU": 0.827711464072719, + "TN": 61938290, + "TP": 947920, + "n_pred": 963481, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.7193695220839563, + "FN": 27223, + "FP": 73763, + "IoU": 0.5617307525388421, + "TN": 62853100, + "TP": 129434, + "n_pred": 203197, + "n_ref": 156657 + }, + "8": { + "Dice": 0.9300509996673935, + "FN": 11293, + "FP": 3849, + "IoU": 0.8692479729204625, + "TN": 62967713, + "TP": 100665, + "n_pred": 104514, + "n_ref": 111958 + }, + "9": { + "Dice": 0.8860319745848904, + "FN": 4122, + "FP": 5851, + "IoU": 0.7953836684448092, + "TN": 63034780, + "TP": 38767, + "n_pred": 44618, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9424177254993672, + "FN": 14285, + "FP": 22156, + "IoU": 0.8911058252601256, + "TN": 109274172, + "TP": 298205, + "n_pred": 320361, + "n_ref": 312490 + }, + "10": { + "Dice": 0.618545914897624, + "FN": 28808, + "FP": 44110, + "IoU": 0.4477498901831291, + "TN": 109476780, + "TP": 59120, + "n_pred": 103230, + "n_ref": 87928 + }, + "11": { + "Dice": 0.7264396284829722, + "FN": 1533, + "FP": 676, + "IoU": 0.5704006223259432, + "TN": 109603676, + "TP": 2933, + "n_pred": 3609, + "n_ref": 4466 + }, + "12": { + "Dice": 0.600852514919011, + "FN": 2319, + "FP": 22, + "IoU": 0.42944187180112114, + "TN": 109604715, + "TP": 1762, + "n_pred": 1784, + "n_ref": 4081 + }, + "13": { + "Dice": 0.6273175198693374, + "FN": 34881, + "FP": 19654, + "IoU": 0.457001184869515, + "TN": 109508385, + "TP": 45898, + "n_pred": 65552, + "n_ref": 80779 + }, + "14": { + "Dice": 0.44344562215245154, + "FN": 49954, + "FP": 67927, + "IoU": 0.28488925826392386, + "TN": 109443975, + "TP": 46962, + "n_pred": 114889, + "n_ref": 96916 + }, + "15": { + "Dice": 0.8288700259097412, + "FN": 17806, + "FP": 17596, + "IoU": 0.7077523795372181, + "TN": 109487681, + "TP": 85735, + "n_pred": 103331, + "n_ref": 103541 + }, + "2": { + "Dice": 0.7986659588956627, + "FN": 65109, + "FP": 9989, + "IoU": 0.6648158893104218, + "TN": 109384768, + "TP": 148952, + "n_pred": 158941, + "n_ref": 214061 + }, + "3": { + "Dice": 0.870852626189923, + "FN": 15198, + "FP": 53165, + "IoU": 0.771247975586578, + "TN": 109309966, + "TP": 230489, + "n_pred": 283654, + "n_ref": 245687 + }, + "4": { + "Dice": 0.580586102080815, + "FN": 25555, + "FP": 10182, + "IoU": 0.4090322794020373, + "TN": 109548346, + "TP": 24735, + "n_pred": 34917, + "n_ref": 50290 + }, + "5": { + "Dice": 0.6700367647058824, + "FN": 4720, + "FP": 1024, + "IoU": 0.5038009675190048, + "TN": 109597242, + "TP": 5832, + "n_pred": 6856, + "n_ref": 10552 + }, + "6": { + "Dice": 0.8725341102616672, + "FN": 44155, + "FP": 308298, + "IoU": 0.773889585665575, + "TN": 108050053, + "TP": 1206312, + "n_pred": 1514610, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.7632405414172393, + "FN": 369736, + "FP": 144104, + "IoU": 0.6171293343427178, + "TN": 108266746, + "TP": 828232, + "n_pred": 972336, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9121821022480687, + "FN": 5344, + "FP": 10844, + "IoU": 0.8385430172946879, + "TN": 109508556, + "TP": 84074, + "n_pred": 94918, + "n_ref": 89418 + }, + "9": { + "Dice": 0.7659376221891301, + "FN": 9167, + "FP": 18968, + "IoU": 0.620663619571519, + "TN": 109534649, + "TP": 46034, + "n_pred": 65002, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8080345755986963, + "FN": 1753, + "FP": 25341, + "IoU": 0.6779010188190259, + "TN": 66983235, + "TP": 57023, + "n_pred": 82364, + "n_ref": 58776 + }, + "10": { + "Dice": 0.5968830257301919, + "FN": 41378, + "FP": 9164, + "IoU": 0.4253979081400637, + "TN": 66979392, + "TP": 37418, + "n_pred": 46582, + "n_ref": 78796 + }, + "11": { + "Dice": 0.4056177100690312, + "FN": 2274, + "FP": 223, + "IoU": 0.2544042997909824, + "TN": 67064003, + "TP": 852, + "n_pred": 1075, + "n_ref": 3126 + }, + "12": { + "Dice": 0.5627177700348432, + "FN": 1696, + "FP": 814, + "IoU": 0.39151515151515154, + "TN": 67063227, + "TP": 1615, + "n_pred": 2429, + "n_ref": 3311 + }, + "13": { + "Dice": 0.41494740727071416, + "FN": 26968, + "FP": 4736, + "IoU": 0.2617877849442336, + "TN": 67024405, + "TP": 11243, + "n_pred": 15979, + "n_ref": 38211 + }, + "14": { + "Dice": 0.8637361474781137, + "FN": 10162, + "FP": 10446, + "IoU": 0.7601545587858756, + "TN": 66981430, + "TP": 65314, + "n_pred": 75760, + "n_ref": 75476 + }, + "15": { + "Dice": 0.3535927609877864, + "FN": 15497, + "FP": 42509, + "IoU": 0.21476628176144902, + "TN": 66993481, + "TP": 15865, + "n_pred": 58374, + "n_ref": 31362 + }, + "2": { + "Dice": 0.857138501689045, + "FN": 5469, + "FP": 41389, + "IoU": 0.7499933307367669, + "TN": 66879925, + "TP": 140569, + "n_pred": 181958, + "n_ref": 146038 + }, + "3": { + "Dice": 0.8373215733049243, + "FN": 42082, + "FP": 3881, + "IoU": 0.7201660872688751, + "TN": 66903101, + "TP": 118288, + "n_pred": 122169, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 2320, + "IoU": 0.0, + "TN": 67051993, + "TP": 0, + "n_pred": 2320, + "n_ref": 13039 + }, + "5": { + "Dice": 0.47391139719803105, + "FN": 5792, + "FP": 1155, + "IoU": 0.3105398967844383, + "TN": 67057276, + "TP": 3129, + "n_pred": 4284, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9546958039954597, + "FN": 71824, + "FP": 23847, + "IoU": 0.9133186374306996, + "TN": 65963643, + "TP": 1008038, + "n_pred": 1031885, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.5805952347710926, + "FN": 206060, + "FP": 4222, + "IoU": 0.4090413453539873, + "TN": 66711520, + "TP": 145550, + "n_pred": 149772, + "n_ref": 351610 + }, + "8": { + "Dice": 0.8713191127358842, + "FN": 9921, + "FP": 12466, + "IoU": 0.7719800366673457, + "TN": 66969172, + "TP": 75793, + "n_pred": 88259, + "n_ref": 85714 + }, + "9": { + "Dice": 0.8951088645916395, + "FN": 11114, + "FP": 4408, + "IoU": 0.8101330854291027, + "TN": 66985600, + "TP": 66230, + "n_pred": 70638, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6100561868346887, + "FN": 95256, + "FP": 13357, + "IoU": 0.4389070846291341, + "TN": 74325706, + "TP": 84961, + "n_pred": 98318, + "n_ref": 180217 + }, + "10": { + "Dice": 0.7412109854096961, + "FN": 18378, + "FP": 7997, + "IoU": 0.5888286097340442, + "TN": 74455134, + "TP": 37771, + "n_pred": 45768, + "n_ref": 56149 + }, + "11": { + "Dice": 0.6992522341783695, + "FN": 1470, + "FP": 179, + "IoU": 0.5375771172181716, + "TN": 74515714, + "TP": 1917, + "n_pred": 2096, + "n_ref": 3387 + }, + "12": { + "Dice": 0.5740448373855384, + "FN": 1292, + "FP": 57, + "IoU": 0.40256864481842336, + "TN": 74517022, + "TP": 909, + "n_pred": 966, + "n_ref": 2201 + }, + "13": { + "Dice": 0.3122968117264587, + "FN": 31939, + "FP": 16291, + "IoU": 0.18504249674726686, + "TN": 74460099, + "TP": 10951, + "n_pred": 27242, + "n_ref": 42890 + }, + "14": { + "Dice": 0.5660255523269222, + "FN": 7381, + "FP": 30255, + "IoU": 0.3947249919588292, + "TN": 74457100, + "TP": 24544, + "n_pred": 54799, + "n_ref": 31925 + }, + "15": { + "Dice": 0.8123576916146575, + "FN": 5563, + "FP": 5892, + "IoU": 0.6840087170009104, + "TN": 74483029, + "TP": 24796, + "n_pred": 30688, + "n_ref": 30359 + }, + "2": { + "Dice": 0.8053638603272014, + "FN": 4425, + "FP": 61544, + "IoU": 0.6741499219568096, + "TN": 74316828, + "TP": 136483, + "n_pred": 198027, + "n_ref": 140908 + }, + "3": { + "Dice": 0.8139407163319529, + "FN": 45969, + "FP": 4171, + "IoU": 0.6862563512126749, + "TN": 74359468, + "TP": 109672, + "n_pred": 113843, + "n_ref": 155641 + }, + "4": { + "Dice": 0.12574850299401197, + "FN": 12291, + "FP": 1433, + "IoU": 0.0670926517571885, + "TN": 74504569, + "TP": 987, + "n_pred": 2420, + "n_ref": 13278 + }, + "5": { + "Dice": 0.5333972515180568, + "FN": 5147, + "FP": 3613, + "IoU": 0.36369579429069515, + "TN": 74505513, + "TP": 5007, + "n_pred": 8620, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9299963310973794, + "FN": 128146, + "FP": 94330, + "IoU": 0.8691524694033709, + "TN": 72819011, + "TP": 1477793, + "n_pred": 1572123, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.4389059886902709, + "FN": 99743, + "FP": 72707, + "IoU": 0.2811528232832287, + "TN": 74279382, + "TP": 67448, + "n_pred": 140155, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9542791411042945, + "FN": 2160, + "FP": 3802, + "IoU": 0.9125562840087414, + "TN": 74451099, + "TP": 62219, + "n_pred": 66021, + "n_ref": 64379 + }, + "9": { + "Dice": 0.8629267133470021, + "FN": 14786, + "FP": 10017, + "IoU": 0.7589015795868773, + "TN": 74416405, + "TP": 78072, + "n_pred": 88089, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8919479941197078, + "FN": 10498, + "FP": 55506, + "IoU": 0.8049694322886041, + "TN": 65712751, + "TP": 272425, + "n_pred": 327931, + "n_ref": 282923 + }, + "10": { + "Dice": 0.49135538376138965, + "FN": 47241, + "FP": 27897, + "IoU": 0.3256932603428161, + "TN": 65939750, + "TP": 36292, + "n_pred": 64189, + "n_ref": 83533 + }, + "11": { + "Dice": 0.7176863181312569, + "FN": 411, + "FP": 2127, + "IoU": 0.5596807772380291, + "TN": 66045416, + "TP": 3226, + "n_pred": 5353, + "n_ref": 3637 + }, + "12": { + "Dice": 0.5340030911901081, + "FN": 1644, + "FP": 768, + "IoU": 0.36425935687928307, + "TN": 66047386, + "TP": 1382, + "n_pred": 2150, + "n_ref": 3026 + }, + "13": { + "Dice": 0.7426479480216797, + "FN": 13850, + "FP": 9559, + "IoU": 0.5906443997551806, + "TN": 65993995, + "TP": 33776, + "n_pred": 43335, + "n_ref": 47626 + }, + "14": { + "Dice": 0.9181066378265854, + "FN": 2216, + "FP": 7855, + "IoU": 0.848611027599062, + "TN": 65984656, + "TP": 56453, + "n_pred": 64308, + "n_ref": 58669 + }, + "15": { + "Dice": 0.8555671544779501, + "FN": 2877, + "FP": 4456, + "IoU": 0.7475905273303043, + "TN": 66022128, + "TP": 21719, + "n_pred": 26175, + "n_ref": 24596 + }, + "2": { + "Dice": 0.8948423251275947, + "FN": 16923, + "FP": 12932, + "IoU": 0.8096965215673027, + "TN": 65894299, + "TP": 127026, + "n_pred": 139958, + "n_ref": 143949 + }, + "3": { + "Dice": 0.9310328710181011, + "FN": 7433, + "FP": 14700, + "IoU": 0.8709649209745405, + "TN": 65879653, + "TP": 149394, + "n_pred": 164094, + "n_ref": 156827 + }, + "4": { + "Dice": 0.8440163718974127, + "FN": 7051, + "FP": 1257, + "IoU": 0.7301283092415137, + "TN": 66020395, + "TP": 22477, + "n_pred": 23734, + "n_ref": 29528 + }, + "5": { + "Dice": 0.7621100397050482, + "FN": 3261, + "FP": 933, + "IoU": 0.6156524926686217, + "TN": 66040268, + "TP": 6718, + "n_pred": 7651, + "n_ref": 9979 + }, + "6": { + "Dice": 0.9357191240956636, + "FN": 41995, + "FP": 92854, + "IoU": 0.8792031739746974, + "TN": 64934851, + "TP": 981480, + "n_pred": 1074334, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.756743154557583, + "FN": 373581, + "FP": 14059, + "IoU": 0.6086780517892854, + "TN": 65060589, + "TP": 602951, + "n_pred": 617010, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9444592212290849, + "FN": 4955, + "FP": 4024, + "IoU": 0.894763367009681, + "TN": 65965858, + "TP": 76343, + "n_pred": 80367, + "n_ref": 81298 + }, + "9": { + "Dice": 0.8725939790984246, + "FN": 14143, + "FP": 2193, + "IoU": 0.7739837848307922, + "TN": 65978902, + "TP": 55942, + "n_pred": 58135, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9658742269954156, + "FN": 2690, + "FP": 7977, + "IoU": 0.9340007300941079, + "TN": 113310917, + "TP": 150956, + "n_pred": 158933, + "n_ref": 153646 + }, + "10": { + "Dice": 0.7904734249757562, + "FN": 8427, + "FP": 29816, + "IoU": 0.6535395263720534, + "TN": 113362158, + "TP": 72139, + "n_pred": 101955, + "n_ref": 80566 + }, + "11": { + "Dice": 0.6869971936389149, + "FN": 1394, + "FP": 279, + "IoU": 0.5232259903106298, + "TN": 113469031, + "TP": 1836, + "n_pred": 2115, + "n_ref": 3230 + }, + "12": { + "Dice": 0.8269329237071172, + "FN": 853, + "FP": 499, + "IoU": 0.704932343954605, + "TN": 113467958, + "TP": 3230, + "n_pred": 3729, + "n_ref": 4083 + }, + "13": { + "Dice": 0.5603455356898392, + "FN": 35945, + "FP": 28285, + "IoU": 0.3892222401840987, + "TN": 113367379, + "TP": 40931, + "n_pred": 69216, + "n_ref": 76876 + }, + "14": { + "Dice": 0.8816975523849448, + "FN": 54321, + "FP": 1838, + "IoU": 0.7884249509292364, + "TN": 113207107, + "TP": 209274, + "n_pred": 211112, + "n_ref": 263595 + }, + "15": { + "Dice": 0.45722742491144647, + "FN": 3037, + "FP": 41707, + "IoU": 0.29636735335744613, + "TN": 113408950, + "TP": 18846, + "n_pred": 60553, + "n_ref": 21883 + }, + "2": { + "Dice": 0.9638774323912863, + "FN": 5211, + "FP": 3924, + "IoU": 0.9302735627270784, + "TN": 113341528, + "TP": 121877, + "n_pred": 125801, + "n_ref": 127088 + }, + "3": { + "Dice": 0.9386726069369276, + "FN": 3577, + "FP": 11675, + "IoU": 0.884432657700322, + "TN": 113340565, + "TP": 116723, + "n_pred": 128398, + "n_ref": 120300 + }, + "4": { + "Dice": 0.7977838529548628, + "FN": 3661, + "FP": 10245, + "IoU": 0.663594358564966, + "TN": 113431203, + "TP": 27431, + "n_pred": 37676, + "n_ref": 31092 + }, + "5": { + "Dice": 0.6056089290760102, + "FN": 15680, + "FP": 6652, + "IoU": 0.4343178479152946, + "TN": 113433062, + "TP": 17146, + "n_pred": 23798, + "n_ref": 32826 + }, + "6": { + "Dice": 0.958037475799457, + "FN": 51755, + "FP": 43894, + "IoU": 0.9194548302344382, + "TN": 112285020, + "TP": 1091871, + "n_pred": 1135765, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.8368972459490628, + "FN": 46758, + "FP": 19998, + "IoU": 0.719538530051844, + "TN": 113234518, + "TP": 171266, + "n_pred": 191264, + "n_ref": 218024 + }, + "8": { + "Dice": 0.9458233201960973, + "FN": 17786, + "FP": 4758, + "IoU": 0.897215180639396, + "TN": 113253208, + "TP": 196788, + "n_pred": 201546, + "n_ref": 214574 + }, + "9": { + "Dice": 0.9067837776213655, + "FN": 14769, + "FP": 4037, + "IoU": 0.8294642533280133, + "TN": 113362264, + "TP": 91470, + "n_pred": 95507, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.777360836784872, + "FN": 3410, + "FP": 67491, + "IoU": 0.6358056082063294, + "TN": 75002049, + "TP": 123778, + "n_pred": 191269, + "n_ref": 127188 + }, + "10": { + "Dice": 0.7844989850525927, + "FN": 25659, + "FP": 15214, + "IoU": 0.6454120361935993, + "TN": 75081459, + "TP": 74396, + "n_pred": 89610, + "n_ref": 100055 + }, + "11": { + "Dice": 0.7445391169635941, + "FN": 1141, + "FP": 508, + "IoU": 0.593040473840079, + "TN": 75192676, + "TP": 2403, + "n_pred": 2911, + "n_ref": 3544 + }, + "12": { + "Dice": 0.5529141104294478, + "FN": 1664, + "FP": 668, + "IoU": 0.3820879703232644, + "TN": 75192954, + "TP": 1442, + "n_pred": 2110, + "n_ref": 3106 + }, + "13": { + "Dice": 0.5479062478839997, + "FN": 26939, + "FP": 19798, + "IoU": 0.37732153801060514, + "TN": 75121670, + "TP": 28321, + "n_pred": 48119, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9407297929006138, + "FN": 6073, + "FP": 9928, + "IoU": 0.888092373971913, + "TN": 75053744, + "TP": 126983, + "n_pred": 136911, + "n_ref": 133056 + }, + "15": { + "Dice": 0.8222214267816874, + "FN": 16386, + "FP": 8447, + "IoU": 0.6981120606863687, + "TN": 75114469, + "TP": 57426, + "n_pred": 65873, + "n_ref": 73812 + }, + "2": { + "Dice": 0.9436823611617248, + "FN": 5181, + "FP": 11664, + "IoU": 0.8933698789689574, + "TN": 75038752, + "TP": 141131, + "n_pred": 152795, + "n_ref": 146312 + }, + "3": { + "Dice": 0.9411053339983466, + "FN": 9772, + "FP": 7468, + "IoU": 0.8887619932508727, + "TN": 75041745, + "TP": 137743, + "n_pred": 145211, + "n_ref": 147515 + }, + "4": { + "Dice": 0.9009600393862313, + "FN": 3003, + "FP": 1825, + "IoU": 0.8197700462893833, + "TN": 75169940, + "TP": 21960, + "n_pred": 23785, + "n_ref": 24963 + }, + "5": { + "Dice": 0.6791741894968207, + "FN": 3375, + "FP": 712, + "IoU": 0.5142042077736836, + "TN": 75188315, + "TP": 4326, + "n_pred": 5038, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9202315574994876, + "FN": 39825, + "FP": 171111, + "IoU": 0.8522489834657776, + "TN": 73769083, + "TP": 1216709, + "n_pred": 1387820, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.9092761779774373, + "FN": 7701, + "FP": 21057, + "IoU": 0.8336447408761446, + "TN": 75023857, + "TP": 144113, + "n_pred": 165170, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9218418002704268, + "FN": 8381, + "FP": 4567, + "IoU": 0.8550153405146351, + "TN": 75107422, + "TP": 76358, + "n_pred": 80925, + "n_ref": 84739 + }, + "9": { + "Dice": 0.7633851021923735, + "FN": 18126, + "FP": 18515, + "IoU": 0.617318377407361, + "TN": 75100980, + "TP": 59107, + "n_pred": 77622, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9742766769001767, + "FN": 6399, + "FP": 4661, + "IoU": 0.949843544510453, + "TN": 86707362, + "TP": 209450, + "n_pred": 214111, + "n_ref": 215849 + }, + "10": { + "Dice": 0.6965654485758948, + "FN": 13349, + "FP": 34986, + "IoU": 0.5344076906775579, + "TN": 86824058, + "TP": 55479, + "n_pred": 90465, + "n_ref": 68828 + }, + "11": { + "Dice": 0.6358290866326931, + "FN": 968, + "FP": 890, + "IoU": 0.46609195402298853, + "TN": 86924392, + "TP": 1622, + "n_pred": 2512, + "n_ref": 2590 + }, + "12": { + "Dice": 0.6119762699295513, + "FN": 1614, + "FP": 2572, + "IoU": 0.44089755576332307, + "TN": 86920385, + "TP": 3301, + "n_pred": 5873, + "n_ref": 4915 + }, + "13": { + "Dice": 0.5632777686086813, + "FN": 21232, + "FP": 31690, + "IoU": 0.3920575294942045, + "TN": 86840821, + "TP": 34129, + "n_pred": 65819, + "n_ref": 55361 + }, + "14": { + "Dice": 0.7716835388912644, + "FN": 13796, + "FP": 27319, + "IoU": 0.6282448891018744, + "TN": 86817275, + "TP": 69482, + "n_pred": 96801, + "n_ref": 83278 + }, + "15": { + "Dice": 0.7787085358478734, + "FN": 58352, + "FP": 928, + "IoU": 0.6376107249619455, + "TN": 86764291, + "TP": 104301, + "n_pred": 105229, + "n_ref": 162653 + }, + "2": { + "Dice": 0.945188240356589, + "FN": 7803, + "FP": 5699, + "IoU": 0.8960729075262858, + "TN": 86797954, + "TP": 116416, + "n_pred": 122115, + "n_ref": 124219 + }, + "3": { + "Dice": 0.9515371989089574, + "FN": 13541, + "FP": 2432, + "IoU": 0.907554562659521, + "TN": 86755089, + "TP": 156810, + "n_pred": 159242, + "n_ref": 170351 + }, + "4": { + "Dice": 0.5842482513696702, + "FN": 3032, + "FP": 16167, + "IoU": 0.41267704732478816, + "TN": 86895183, + "TP": 13490, + "n_pred": 29657, + "n_ref": 16522 + }, + "5": { + "Dice": 0.8163135255695396, + "FN": 349, + "FP": 1957, + "IoU": 0.6896366083445491, + "TN": 86920442, + "TP": 5124, + "n_pred": 7081, + "n_ref": 5473 + }, + "6": { + "Dice": 0.9346112235085839, + "FN": 24507, + "FP": 136383, + "IoU": 0.8772489856580672, + "TN": 85617170, + "TP": 1149812, + "n_pred": 1286195, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.8430091612997714, + "FN": 257659, + "FP": 27472, + "IoU": 0.7286221576713725, + "TN": 85877193, + "TP": 765548, + "n_pred": 793020, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9478711067688121, + "FN": 2484, + "FP": 3225, + "IoU": 0.9009077812299308, + "TN": 86870259, + "TP": 51904, + "n_pred": 55129, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8233435028042164, + "FN": 5691, + "FP": 13649, + "IoU": 0.6997314039963359, + "TN": 86863463, + "TP": 45069, + "n_pred": 58718, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6922039906093428, + "FN": 6053, + "FP": 67236, + "IoU": 0.5292904899838792, + "TN": 37593901, + "TP": 82410, + "n_pred": 149646, + "n_ref": 88463 + }, + "10": { + "Dice": 0.6906733262895015, + "FN": 23291, + "FP": 8913, + "IoU": 0.5275026776413281, + "TN": 37681443, + "TP": 35953, + "n_pred": 44866, + "n_ref": 59244 + }, + "11": { + "Dice": 0.8195982729491271, + "FN": 405, + "FP": 556, + "IoU": 0.6943384223918575, + "TN": 37746456, + "TP": 2183, + "n_pred": 2739, + "n_ref": 2588 + }, + "12": { + "Dice": 0.54910805823252, + "FN": 1578, + "FP": 621, + "IoU": 0.3784624081401922, + "TN": 37746062, + "TP": 1339, + "n_pred": 1960, + "n_ref": 2917 + }, + "13": { + "Dice": 0.6738207235061294, + "FN": 16880, + "FP": 10233, + "IoU": 0.5080917304691752, + "TN": 37694482, + "TP": 28005, + "n_pred": 38238, + "n_ref": 44885 + }, + "14": { + "Dice": 0.4151286582879002, + "FN": 11720, + "FP": 237806, + "IoU": 0.26193208707998106, + "TN": 37411520, + "TP": 88554, + "n_pred": 326360, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 26941, + "IoU": 0.0, + "TN": 37722659, + "TP": 0, + "n_pred": 26941, + "n_ref": 0 + }, + "2": { + "Dice": 0.7738683524517588, + "FN": 22009, + "FP": 23706, + "IoU": 0.6311462182704255, + "TN": 37625662, + "TP": 78223, + "n_pred": 101929, + "n_ref": 100232 + }, + "3": { + "Dice": 0.7934076164774234, + "FN": 21374, + "FP": 13687, + "IoU": 0.6575606039888265, + "TN": 37647214, + "TP": 67325, + "n_pred": 81012, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 0, + "IoU": 0.0, + "TN": 37737906, + "TP": 0, + "n_pred": 0, + "n_ref": 11694 + }, + "5": { + "Dice": 0.7165786584409474, + "FN": 3196, + "FP": 2225, + "IoU": 0.5583346912172071, + "TN": 37737326, + "TP": 6853, + "n_pred": 9078, + "n_ref": 10049 + }, + "6": { + "Dice": 0.9109533447869353, + "FN": 117382, + "FP": 4834, + "IoU": 0.8364686126405791, + "TN": 37002245, + "TP": 625139, + "n_pred": 629973, + "n_ref": 742521 + }, + "7": { + "Dice": 0.8158844227321433, + "FN": 71561, + "FP": 51980, + "IoU": 0.6890243135004241, + "TN": 37352331, + "TP": 273728, + "n_pred": 325708, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9404588538872283, + "FN": 4465, + "FP": 4857, + "IoU": 0.8876095631940008, + "TN": 37666657, + "TP": 73621, + "n_pred": 78478, + "n_ref": 78086 + }, + "9": { + "Dice": 0.8364196418921354, + "FN": 8338, + "FP": 9824, + "IoU": 0.7188327269912532, + "TN": 37685005, + "TP": 46433, + "n_pred": 56257, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9201979555568468, + "FN": 7994, + "FP": 24966, + "IoU": 0.8521913440452754, + "TN": 75683697, + "TP": 190031, + "n_pred": 214997, + "n_ref": 198025 + }, + "10": { + "Dice": 0.8740490351658087, + "FN": 12491, + "FP": 16796, + "IoU": 0.7762762877462626, + "TN": 75775781, + "TP": 101620, + "n_pred": 118416, + "n_ref": 114111 + }, + "11": { + "Dice": 0.6996896634041537, + "FN": 1411, + "FP": 1105, + "IoU": 0.5380943638700202, + "TN": 75901241, + "TP": 2931, + "n_pred": 4036, + "n_ref": 4342 + }, + "12": { + "Dice": 0.7700831024930748, + "FN": 1248, + "FP": 744, + "IoU": 0.6261261261261262, + "TN": 75901360, + "TP": 3336, + "n_pred": 4080, + "n_ref": 4584 + }, + "13": { + "Dice": 0.7001778605911747, + "FN": 16700, + "FP": 4540, + "IoU": 0.5386720531700007, + "TN": 75860647, + "TP": 24801, + "n_pred": 29341, + "n_ref": 41501 + }, + "14": { + "Dice": 0.8796775698432971, + "FN": 8656, + "FP": 22810, + "IoU": 0.7852003549730358, + "TN": 75760198, + "TP": 115024, + "n_pred": 137834, + "n_ref": 123680 + }, + "15": { + "Dice": 0.7398274306599736, + "FN": 75332, + "FP": 3397, + "IoU": 0.5870842205741978, + "TN": 75716022, + "TP": 111937, + "n_pred": 115334, + "n_ref": 187269 + }, + "2": { + "Dice": 0.9520132201143721, + "FN": 13834, + "FP": 4199, + "IoU": 0.9084210205574064, + "TN": 75709776, + "TP": 178879, + "n_pred": 183078, + "n_ref": 192713 + }, + "3": { + "Dice": 0.9544441472764554, + "FN": 15704, + "FP": 6780, + "IoU": 0.9128581173260573, + "TN": 75648672, + "TP": 235532, + "n_pred": 242312, + "n_ref": 251236 + }, + "4": { + "Dice": 0.8583197687938079, + "FN": 4339, + "FP": 4191, + "IoU": 0.7518040037243948, + "TN": 75872320, + "TP": 25838, + "n_pred": 30029, + "n_ref": 30177 + }, + "5": { + "Dice": 0.8464799025578563, + "FN": 942, + "FP": 2209, + "IoU": 0.7338232809596216, + "TN": 75894850, + "TP": 8687, + "n_pred": 10896, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9632398617573515, + "FN": 78028, + "FP": 46301, + "IoU": 0.9290865130965424, + "TN": 74153439, + "TP": 1628920, + "n_pred": 1675221, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.8518913169204105, + "FN": 44683, + "FP": 34962, + "IoU": 0.7419953611319875, + "TN": 75597992, + "TP": 229051, + "n_pred": 264013, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9522221914546009, + "FN": 5778, + "FP": 2849, + "IoU": 0.9088016406613387, + "TN": 75812092, + "TP": 85969, + "n_pred": 88818, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8873639599932192, + "FN": 12314, + "FP": 4297, + "IoU": 0.7975330009872872, + "TN": 75824645, + "TP": 65432, + "n_pred": 69729, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9499688327082844, + "FN": 2085, + "FP": 7707, + "IoU": 0.9047053671354192, + "TN": 61284995, + "TP": 92963, + "n_pred": 100670, + "n_ref": 95048 + }, + "10": { + "Dice": 0.7986417575272281, + "FN": 11727, + "FP": 21718, + "IoU": 0.66478235158513, + "TN": 61287979, + "TP": 66326, + "n_pred": 88044, + "n_ref": 78053 + }, + "11": { + "Dice": 0.7982050203337541, + "FN": 496, + "FP": 943, + "IoU": 0.6641773628938157, + "TN": 61383465, + "TP": 2846, + "n_pred": 3789, + "n_ref": 3342 + }, + "12": { + "Dice": 0.7978445460483344, + "FN": 926, + "FP": 312, + "IoU": 0.6636783482749253, + "TN": 61384069, + "TP": 2443, + "n_pred": 2755, + "n_ref": 3369 + }, + "13": { + "Dice": 0.47447758446101446, + "FN": 18838, + "FP": 26832, + "IoU": 0.3110262947485932, + "TN": 61321463, + "TP": 20617, + "n_pred": 47449, + "n_ref": 39455 + }, + "14": { + "Dice": 0.8561912545974663, + "FN": 3607, + "FP": 17507, + "IoU": 0.7485440708849905, + "TN": 61303783, + "TP": 62853, + "n_pred": 80360, + "n_ref": 66460 + }, + "15": { + "Dice": 0.9026314832547484, + "FN": 5497, + "FP": 2536, + "IoU": 0.8225418074977356, + "TN": 61342483, + "TP": 37234, + "n_pred": 39770, + "n_ref": 42731 + }, + "2": { + "Dice": 0.9716209643669104, + "FN": 4312, + "FP": 3215, + "IoU": 0.9448082182740745, + "TN": 61251371, + "TP": 128852, + "n_pred": 132067, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9734968795792824, + "FN": 2746, + "FP": 4380, + "IoU": 0.9483623188405798, + "TN": 61249750, + "TP": 130874, + "n_pred": 135254, + "n_ref": 133620 + }, + "4": { + "Dice": 0.5721377028082916, + "FN": 6528, + "FP": 12090, + "IoU": 0.40069529389042685, + "TN": 61356684, + "TP": 12448, + "n_pred": 24538, + "n_ref": 18976 + }, + "5": { + "Dice": 0.4580094991364421, + "FN": 19209, + "FP": 875, + "IoU": 0.2970248512425621, + "TN": 61359180, + "TP": 8486, + "n_pred": 9361, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9656064608433581, + "FN": 50490, + "FP": 16772, + "IoU": 0.9335000889802859, + "TN": 60376290, + "TP": 944198, + "n_pred": 960970, + "n_ref": 994688 + }, + "7": { + "Dice": 0.7868862072734155, + "FN": 32536, + "FP": 47413, + "IoU": 0.6486499551742929, + "TN": 61160202, + "TP": 147599, + "n_pred": 195012, + "n_ref": 180135 + }, + "8": { + "Dice": 0.9167210863850237, + "FN": 27323, + "FP": 12465, + "IoU": 0.8462465897410135, + "TN": 61128972, + "TP": 218990, + "n_pred": 231455, + "n_ref": 246313 + }, + "9": { + "Dice": 0.891635957130137, + "FN": 11123, + "FP": 5550, + "IoU": 0.8044612804484736, + "TN": 61302483, + "TP": 68594, + "n_pred": 74144, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9721248877507788, + "FN": 3104, + "FP": 7357, + "IoU": 0.9457616749018775, + "TN": 39555929, + "TP": 182410, + "n_pred": 189767, + "n_ref": 185514 + }, + "10": { + "Dice": 0.6604087274900994, + "FN": 16479, + "FP": 19879, + "IoU": 0.49299270683716584, + "TN": 39677089, + "TP": 35353, + "n_pred": 55232, + "n_ref": 51832 + }, + "11": { + "Dice": 0.8503884939659447, + "FN": 459, + "FP": 446, + "IoU": 0.7397181478285879, + "TN": 39745323, + "TP": 2572, + "n_pred": 3018, + "n_ref": 3031 + }, + "12": { + "Dice": 0.8721694667640614, + "FN": 475, + "FP": 400, + "IoU": 0.7733160621761658, + "TN": 39744940, + "TP": 2985, + "n_pred": 3385, + "n_ref": 3460 + }, + "13": { + "Dice": 0.6777131525416799, + "FN": 10661, + "FP": 20868, + "IoU": 0.5125311151996784, + "TN": 39684121, + "TP": 33150, + "n_pred": 54018, + "n_ref": 43811 + }, + "14": { + "Dice": 0.5093474939986906, + "FN": 12327, + "FP": 28143, + "IoU": 0.34169431973453057, + "TN": 39687324, + "TP": 21006, + "n_pred": 49149, + "n_ref": 33333 + }, + "15": { + "Dice": 0.8106146304675717, + "FN": 8721, + "FP": 11369, + "IoU": 0.6815407783149718, + "TN": 39685715, + "TP": 42995, + "n_pred": 54364, + "n_ref": 51716 + }, + "2": { + "Dice": 0.9214931605878623, + "FN": 3762, + "FP": 15677, + "IoU": 0.8544156855696354, + "TN": 39615276, + "TP": 114085, + "n_pred": 129762, + "n_ref": 117847 + }, + "3": { + "Dice": 0.9240454316393379, + "FN": 15087, + "FP": 4507, + "IoU": 0.8588145436728106, + "TN": 39610018, + "TP": 119188, + "n_pred": 123695, + "n_ref": 134275 + }, + "4": { + "Dice": 0.8453216305648776, + "FN": 5763, + "FP": 828, + "IoU": 0.7320840616235113, + "TN": 39724199, + "TP": 18010, + "n_pred": 18838, + "n_ref": 23773 + }, + "5": { + "Dice": 0.8113559439110313, + "FN": 651, + "FP": 2080, + "IoU": 0.6825894932589494, + "TN": 39740196, + "TP": 5873, + "n_pred": 7953, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9727384731152628, + "FN": 33428, + "FP": 16712, + "IoU": 0.9469238822417303, + "TN": 38804119, + "TP": 894541, + "n_pred": 911253, + "n_ref": 927969 + }, + "7": { + "Dice": 0.8585729224552826, + "FN": 176649, + "FP": 6336, + "IoU": 0.7521925310394141, + "TN": 39010384, + "TP": 555431, + "n_pred": 561767, + "n_ref": 732080 + }, + "8": { + "Dice": 0.961939306733815, + "FN": 1400, + "FP": 2409, + "IoU": 0.9266696186204109, + "TN": 39696857, + "TP": 48134, + "n_pred": 50543, + "n_ref": 49534 + }, + "9": { + "Dice": 0.9021216061525467, + "FN": 1043, + "FP": 7764, + "IoU": 0.8216953819367117, + "TN": 39699407, + "TP": 40586, + "n_pred": 48350, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.848256017831323, + "FN": 8664, + "FP": 22925, + "IoU": 0.7364970262176659, + "TN": 101276727, + "TP": 88292, + "n_pred": 111217, + "n_ref": 96956 + }, + "10": { + "Dice": 0.7571488695082887, + "FN": 17626, + "FP": 23920, + "IoU": 0.6092031868762404, + "TN": 101290297, + "TP": 64765, + "n_pred": 88685, + "n_ref": 82391 + }, + "11": { + "Dice": 0.653953488372093, + "FN": 2717, + "FP": 259, + "IoU": 0.48583275742916376, + "TN": 101390820, + "TP": 2812, + "n_pred": 3071, + "n_ref": 5529 + }, + "12": { + "Dice": 0.6622372553756947, + "FN": 2484, + "FP": 312, + "IoU": 0.4950334115947264, + "TN": 101391071, + "TP": 2741, + "n_pred": 3053, + "n_ref": 5225 + }, + "13": { + "Dice": 0.860204027132404, + "FN": 9681, + "FP": 3406, + "IoU": 0.7547000056231373, + "TN": 101343257, + "TP": 40264, + "n_pred": 43670, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9505410358024946, + "FN": 14498, + "FP": 2263, + "IoU": 0.9057438815907864, + "TN": 101218784, + "TP": 161063, + "n_pred": 163326, + "n_ref": 175561 + }, + "15": { + "Dice": 0.9003306011463448, + "FN": 3862, + "FP": 1233, + "IoU": 0.8187284306400541, + "TN": 101368501, + "TP": 23012, + "n_pred": 24245, + "n_ref": 26874 + }, + "2": { + "Dice": 0.9592676101649319, + "FN": 8796, + "FP": 5891, + "IoU": 0.9217236049672227, + "TN": 101208978, + "TP": 172943, + "n_pred": 178834, + "n_ref": 181739 + }, + "3": { + "Dice": 0.9681597082090481, + "FN": 7647, + "FP": 2846, + "IoU": 0.9382844573055251, + "TN": 101226586, + "TP": 159529, + "n_pred": 162375, + "n_ref": 167176 + }, + "4": { + "Dice": 0.8895915405349367, + "FN": 1565, + "FP": 565, + "IoU": 0.8011390159648959, + "TN": 101385897, + "TP": 8581, + "n_pred": 9146, + "n_ref": 10146 + }, + "5": { + "Dice": 0.6636589869149876, + "FN": 17848, + "FP": 3101, + "IoU": 0.4966239757791287, + "TN": 101354991, + "TP": 20668, + "n_pred": 23769, + "n_ref": 38516 + }, + "6": { + "Dice": 0.953535698941941, + "FN": 84925, + "FP": 85196, + "IoU": 0.9111975420258868, + "TN": 99480884, + "TP": 1745603, + "n_pred": 1830799, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.7451882211248327, + "FN": 170836, + "FP": 27616, + "IoU": 0.5938645410173238, + "TN": 100907973, + "TP": 290183, + "n_pred": 317799, + "n_ref": 461019 + }, + "8": { + "Dice": 0.9031272433506836, + "FN": 29897, + "FP": 18548, + "IoU": 0.8233655525455122, + "TN": 101122341, + "TP": 225822, + "n_pred": 244370, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9248055315471045, + "FN": 5299, + "FP": 7925, + "IoU": 0.860128617363344, + "TN": 101302064, + "TP": 81320, + "n_pred": 89245, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9083874817045317, + "FN": 22115, + "FP": 17193, + "IoU": 0.8321519462995542, + "TN": 73649316, + "TP": 194880, + "n_pred": 212073, + "n_ref": 216995 + }, + "10": { + "Dice": 0.2882728028832825, + "FN": 39448, + "FP": 140256, + "IoU": 0.16841048232969452, + "TN": 73667407, + "TP": 36393, + "n_pred": 176649, + "n_ref": 75841 + }, + "11": { + "Dice": 0.6993865030674846, + "FN": 1813, + "FP": 2009, + "IoU": 0.5377358490566038, + "TN": 73875236, + "TP": 4446, + "n_pred": 6455, + "n_ref": 6259 + }, + "12": { + "Dice": 0.4567664013175954, + "FN": 3877, + "FP": 81, + "IoU": 0.295980078263963, + "TN": 73877882, + "TP": 1664, + "n_pred": 1745, + "n_ref": 5541 + }, + "13": { + "Dice": 0.001285469434393449, + "FN": 61185, + "FP": 22723, + "IoU": 0.0006431480908029823, + "TN": 73799542, + "TP": 54, + "n_pred": 22777, + "n_ref": 61239 + }, + "14": { + "Dice": 0.768895431374519, + "FN": 13130, + "FP": 39777, + "IoU": 0.6245573698365727, + "TN": 73742585, + "TP": 88012, + "n_pred": 127789, + "n_ref": 101142 + }, + "15": { + "Dice": 0.7202038775784789, + "FN": 85678, + "FP": 20379, + "IoU": 0.5627489136439721, + "TN": 73640950, + "TP": 136497, + "n_pred": 156876, + "n_ref": 222175 + }, + "2": { + "Dice": 0.6968679501025862, + "FN": 78456, + "FP": 19499, + "IoU": 0.5347638791920171, + "TN": 73672955, + "TP": 112594, + "n_pred": 132093, + "n_ref": 191050 + }, + "3": { + "Dice": 0.7896816897673612, + "FN": 32676, + "FP": 49810, + "IoU": 0.6524578559962249, + "TN": 73646163, + "TP": 154855, + "n_pred": 204665, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 6692, + "IoU": 0.0, + "TN": 73828924, + "TP": 0, + "n_pred": 6692, + "n_ref": 47888 + }, + "5": { + "Dice": 0.2655079755302727, + "FN": 12806, + "FP": 41, + "IoU": 0.1530753510448942, + "TN": 73868335, + "TP": 2322, + "n_pred": 2363, + "n_ref": 15128 + }, + "6": { + "Dice": 0.7071021207435884, + "FN": 378278, + "FP": 717798, + "IoU": 0.5469125845811319, + "TN": 71464377, + "TP": 1323051, + "n_pred": 2040849, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.2698848198956545, + "FN": 91643, + "FP": 346375, + "IoU": 0.15599240039000026, + "TN": 73364530, + "TP": 80956, + "n_pred": 427331, + "n_ref": 172599 + }, + "8": { + "Dice": 0.7645423810351049, + "FN": 22234, + "FP": 13006, + "IoU": 0.6188333531632288, + "TN": 73791051, + "TP": 57213, + "n_pred": 70219, + "n_ref": 79447 + }, + "9": { + "Dice": 0.7563751473687143, + "FN": 8702, + "FP": 43786, + "IoU": 0.6082020199004232, + "TN": 73749537, + "TP": 81479, + "n_pred": 125265, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.96114060880418, + "FN": 5598, + "FP": 9098, + "IoU": 0.9251883526776624, + "TN": 69299336, + "TP": 181744, + "n_pred": 190842, + "n_ref": 187342 + }, + "10": { + "Dice": 0.6790872287671424, + "FN": 18995, + "FP": 26823, + "IoU": 0.5141045219309409, + "TN": 69401480, + "TP": 48478, + "n_pred": 75301, + "n_ref": 67473 + }, + "11": { + "Dice": 0.7928208027133974, + "FN": 656, + "FP": 810, + "IoU": 0.6567548583469913, + "TN": 69491505, + "TP": 2805, + "n_pred": 3615, + "n_ref": 3461 + }, + "12": { + "Dice": 0.6055875102711585, + "FN": 941, + "FP": 1939, + "IoU": 0.43429581614614027, + "TN": 69490685, + "TP": 2211, + "n_pred": 4150, + "n_ref": 3152 + }, + "13": { + "Dice": 0.6666529348355956, + "FN": 29270, + "FP": 19281, + "IoU": 0.49998455184914364, + "TN": 69398677, + "TP": 48548, + "n_pred": 67829, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9374532785134558, + "FN": 10582, + "FP": 8160, + "IoU": 0.8822701718018782, + "TN": 69336581, + "TP": 140453, + "n_pred": 148613, + "n_ref": 151035 + }, + "15": { + "Dice": 0.818579782078456, + "FN": 17142, + "FP": 16924, + "IoU": 0.6928777497295348, + "TN": 69384856, + "TP": 76854, + "n_pred": 93778, + "n_ref": 93996 + }, + "2": { + "Dice": 0.927229326623362, + "FN": 6620, + "FP": 15909, + "IoU": 0.8643313521097923, + "TN": 69329717, + "TP": 143530, + "n_pred": 159439, + "n_ref": 150150 + }, + "3": { + "Dice": 0.9306453139261914, + "FN": 20140, + "FP": 2579, + "IoU": 0.8702868431269555, + "TN": 69320628, + "TP": 152429, + "n_pred": 155008, + "n_ref": 172569 + }, + "4": { + "Dice": 0.435052827843381, + "FN": 26269, + "FP": 1910, + "IoU": 0.2779984114376489, + "TN": 69456747, + "TP": 10850, + "n_pred": 12760, + "n_ref": 37119 + }, + "5": { + "Dice": 0.8433820129993745, + "FN": 3587, + "FP": 2172, + "IoU": 0.7291794027745121, + "TN": 69474511, + "TP": 15506, + "n_pred": 17678, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9331034455644563, + "FN": 144315, + "FP": 42854, + "IoU": 0.8745959874789618, + "TN": 68003248, + "TP": 1305359, + "n_pred": 1348213, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.8090495595272316, + "FN": 25903, + "FP": 109613, + "IoU": 0.6793310049124003, + "TN": 69073172, + "TP": 287088, + "n_pred": 396701, + "n_ref": 312991 + }, + "8": { + "Dice": 0.8003499753923552, + "FN": 15505, + "FP": 21005, + "IoU": 0.6671528854043213, + "TN": 69386086, + "TP": 73180, + "n_pred": 94185, + "n_ref": 88685 + }, + "9": { + "Dice": 0.779289527483866, + "FN": 19570, + "FP": 14869, + "IoU": 0.6383901383901384, + "TN": 69400538, + "TP": 60799, + "n_pred": 75668, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8206929361878167, + "FN": 4029, + "FP": 82657, + "IoU": 0.6959111510236154, + "TN": 50548484, + "TP": 198382, + "n_pred": 281039, + "n_ref": 202411 + }, + "10": { + "Dice": 0.8056801670040165, + "FN": 12352, + "FP": 18273, + "IoU": 0.6745933080445847, + "TN": 50739439, + "TP": 63488, + "n_pred": 81761, + "n_ref": 75840 + }, + "11": { + "Dice": 0.8672288976789313, + "FN": 919, + "FP": 860, + "IoU": 0.7655817630781394, + "TN": 50825963, + "TP": 5810, + "n_pred": 6670, + "n_ref": 6729 + }, + "12": { + "Dice": 0.7048933722679409, + "FN": 2316, + "FP": 1019, + "IoU": 0.544274391910358, + "TN": 50826234, + "TP": 3983, + "n_pred": 5002, + "n_ref": 6299 + }, + "13": { + "Dice": 0.6113288334114775, + "FN": 13711, + "FP": 30224, + "IoU": 0.4402257698727178, + "TN": 50755065, + "TP": 34552, + "n_pred": 64776, + "n_ref": 48263 + }, + "14": { + "Dice": 0.6392671874430528, + "FN": 24427, + "FP": 5266, + "IoU": 0.46979626091459387, + "TN": 50777549, + "TP": 26310, + "n_pred": 31576, + "n_ref": 50737 + }, + "15": { + "Dice": 0.8158888513132679, + "FN": 5805, + "FP": 7261, + "IoU": 0.6890306304590998, + "TN": 50791535, + "TP": 28951, + "n_pred": 36212, + "n_ref": 34756 + }, + "2": { + "Dice": 0.9322881532280378, + "FN": 8221, + "FP": 21390, + "IoU": 0.8731645678060481, + "TN": 50600092, + "TP": 203849, + "n_pred": 225239, + "n_ref": 212070 + }, + "3": { + "Dice": 0.9266715597088985, + "FN": 23850, + "FP": 4524, + "IoU": 0.8633625318430697, + "TN": 50625893, + "TP": 179285, + "n_pred": 183809, + "n_ref": 203135 + }, + "4": { + "Dice": 0.7379350124975966, + "FN": 6451, + "FP": 1727, + "IoU": 0.5847044485070079, + "TN": 50813860, + "TP": 11514, + "n_pred": 13241, + "n_ref": 17965 + }, + "5": { + "Dice": 0.8464765100671141, + "FN": 2754, + "FP": 906, + "IoU": 0.7338181818181818, + "TN": 50819802, + "TP": 10090, + "n_pred": 10996, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9343432658386555, + "FN": 68021, + "FP": 231099, + "IoU": 0.8767769544232921, + "TN": 48406084, + "TP": 2128348, + "n_pred": 2359447, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.814386111577722, + "FN": 19894, + "FP": 75134, + "IoU": 0.6868898209866984, + "TN": 50530055, + "TP": 208469, + "n_pred": 283603, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9568241003787878, + "FN": 5925, + "FP": 2829, + "IoU": 0.9172222064622281, + "TN": 50727799, + "TP": 96999, + "n_pred": 99828, + "n_ref": 102924 + }, + "9": { + "Dice": 0.8805202579521646, + "FN": 18038, + "FP": 8308, + "IoU": 0.7865441641145302, + "TN": 50710126, + "TP": 97080, + "n_pred": 105388, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9608035785983193, + "FN": 8548, + "FP": 8048, + "IoU": 0.9245639792546397, + "TN": 76664859, + "TP": 203405, + "n_pred": 211453, + "n_ref": 211953 + }, + "10": { + "Dice": 0.7312693666021677, + "FN": 10916, + "FP": 28804, + "IoU": 0.5763787421477555, + "TN": 76791097, + "TP": 54043, + "n_pred": 82847, + "n_ref": 64959 + }, + "11": { + "Dice": 0.7649976003839386, + "FN": 483, + "FP": 986, + "IoU": 0.6194300518134715, + "TN": 76881000, + "TP": 2391, + "n_pred": 3377, + "n_ref": 2874 + }, + "12": { + "Dice": 0.7363294221828647, + "FN": 946, + "FP": 245, + "IoU": 0.5826909600560617, + "TN": 76882006, + "TP": 1663, + "n_pred": 1908, + "n_ref": 2609 + }, + "13": { + "Dice": 0.45804933952590626, + "FN": 23798, + "FP": 21127, + "IoU": 0.29705836332342356, + "TN": 76820950, + "TP": 18985, + "n_pred": 40112, + "n_ref": 42783 + }, + "14": { + "Dice": 0.9112525946285635, + "FN": 9731, + "FP": 4250, + "IoU": 0.8369733788873471, + "TN": 76799101, + "TP": 71778, + "n_pred": 76028, + "n_ref": 81509 + }, + "15": { + "Dice": 0.7349234856693334, + "FN": 15258, + "FP": 2601, + "IoU": 0.5809320443026094, + "TN": 76842244, + "TP": 24757, + "n_pred": 27358, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9451168976350635, + "FN": 5826, + "FP": 5564, + "IoU": 0.8959446743589041, + "TN": 76775399, + "TP": 98071, + "n_pred": 103635, + "n_ref": 103897 + }, + "3": { + "Dice": 0.8991144330151213, + "FN": 6287, + "FP": 14162, + "IoU": 0.8167192485569856, + "TN": 76773288, + "TP": 91123, + "n_pred": 105285, + "n_ref": 97410 + }, + "4": { + "Dice": 0.7963231736816643, + "FN": 4307, + "FP": 6218, + "IoU": 0.6615755627009646, + "TN": 76853760, + "TP": 20575, + "n_pred": 26793, + "n_ref": 24882 + }, + "5": { + "Dice": 0.8469684935133704, + "FN": 2959, + "FP": 1665, + "IoU": 0.7345579793340987, + "TN": 76867440, + "TP": 12796, + "n_pred": 14461, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9603884552265305, + "FN": 30265, + "FP": 60539, + "IoU": 0.9237954888580988, + "TN": 75693277, + "TP": 1100779, + "n_pred": 1161318, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.6857904914316196, + "FN": 32596, + "FP": 85209, + "IoU": 0.5218273699592069, + "TN": 76638495, + "TP": 128560, + "n_pred": 213769, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9541012342912875, + "FN": 4915, + "FP": 2050, + "IoU": 0.9122309592217349, + "TN": 76805504, + "TP": 72391, + "n_pred": 74441, + "n_ref": 77306 + }, + "9": { + "Dice": 0.9217571568464635, + "FN": 11287, + "FP": 2376, + "IoU": 0.854869719469318, + "TN": 76790717, + "TP": 80480, + "n_pred": 82856, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8984459396238612, + "FN": 18949, + "FP": 4929, + "IoU": 0.815616747231703, + "TN": 130870430, + "TP": 105624, + "n_pred": 110553, + "n_ref": 124573 + }, + "10": { + "Dice": 0.44843163954008525, + "FN": 11951, + "FP": 100254, + "IoU": 0.28901829333975426, + "TN": 130842115, + "TP": 45612, + "n_pred": 145866, + "n_ref": 57563 + }, + "11": { + "Dice": 0.7929576079472804, + "FN": 1537, + "FP": 568, + "IoU": 0.6569426336375489, + "TN": 130993796, + "TP": 4031, + "n_pred": 4599, + "n_ref": 5568 + }, + "12": { + "Dice": 0.7118671011843256, + "FN": 2824, + "FP": 801, + "IoU": 0.5526348266074294, + "TN": 130991829, + "TP": 4478, + "n_pred": 5279, + "n_ref": 7302 + }, + "13": { + "Dice": 0.5300407661446874, + "FN": 45652, + "FP": 12450, + "IoU": 0.3605819494425919, + "TN": 130909065, + "TP": 32765, + "n_pred": 45215, + "n_ref": 78417 + }, + "14": { + "Dice": 0.05507228963507455, + "FN": 919082, + "FP": 8923, + "IoU": 0.028315854281669613, + "TN": 130044884, + "TP": 27043, + "n_pred": 35966, + "n_ref": 946125 + }, + "15": { + "Dice": 0.2943967030105409, + "FN": 12309, + "FP": 50012, + "IoU": 0.17260561323384935, + "TN": 130924610, + "TP": 13001, + "n_pred": 63013, + "n_ref": 25310 + }, + "2": { + "Dice": 0.8907346149742043, + "FN": 39384, + "FP": 4647, + "IoU": 0.8029950514984205, + "TN": 130776430, + "TP": 179471, + "n_pred": 184118, + "n_ref": 218855 + }, + "3": { + "Dice": 0.9163182990096447, + "FN": 21105, + "FP": 26737, + "IoU": 0.8455603690384728, + "TN": 130690154, + "TP": 261936, + "n_pred": 288673, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 12034, + "IoU": 0.0, + "TN": 130985618, + "TP": 0, + "n_pred": 12034, + "n_ref": 2280 + }, + "5": { + "Dice": 0.567198888290179, + "FN": 13719, + "FP": 1542, + "IoU": 0.39586714698547165, + "TN": 130974671, + "TP": 10000, + "n_pred": 11542, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8690237818425965, + "FN": 47945, + "FP": 381616, + "IoU": 0.7683837802163673, + "TN": 129145308, + "TP": 1425063, + "n_pred": 1806679, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.5216325820464839, + "FN": 63155, + "FP": 195294, + "IoU": 0.3528436677592454, + "TN": 130600571, + "TP": 140912, + "n_pred": 336206, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9232229815443794, + "FN": 13219, + "FP": 5543, + "IoU": 0.8573947676451363, + "TN": 130868366, + "TP": 112804, + "n_pred": 118347, + "n_ref": 126023 + }, + "9": { + "Dice": 0.7634605713544117, + "FN": 10157, + "FP": 19005, + "IoU": 0.6174170864819479, + "TN": 130923708, + "TP": 47062, + "n_pred": 66067, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9566936430468895, + "FN": 3216, + "FP": 1691, + "IoU": 0.9169824727617243, + "TN": 74367590, + "TP": 54201, + "n_pred": 55892, + "n_ref": 57417 + }, + "10": { + "Dice": 0.6174022140221402, + "FN": 36946, + "FP": 14896, + "IoU": 0.4465522947336956, + "TN": 74333027, + "TP": 41829, + "n_pred": 56725, + "n_ref": 78775 + }, + "11": { + "Dice": 0.8106443809104904, + "FN": 545, + "FP": 316, + "IoU": 0.6815828402366864, + "TN": 74423994, + "TP": 1843, + "n_pred": 2159, + "n_ref": 2388 + }, + "12": { + "Dice": 0.6802005012531328, + "FN": 1100, + "FP": 176, + "IoU": 0.515381693885302, + "TN": 74424065, + "TP": 1357, + "n_pred": 1533, + "n_ref": 2457 + }, + "13": { + "Dice": 0.44517762131209987, + "FN": 67098, + "FP": 23206, + "IoU": 0.28632056459579713, + "TN": 74300165, + "TP": 36229, + "n_pred": 59435, + "n_ref": 103327 + }, + "14": { + "Dice": 0.9094600155456998, + "FN": 21714, + "FP": 7989, + "IoU": 0.8339538471858858, + "TN": 74247814, + "TP": 149181, + "n_pred": 157170, + "n_ref": 170895 + }, + "15": { + "Dice": 0.4879459980713597, + "FN": 6785, + "FP": 25606, + "IoU": 0.3227040816326531, + "TN": 74378874, + "TP": 15433, + "n_pred": 41039, + "n_ref": 22218 + }, + "2": { + "Dice": 0.9153262750687163, + "FN": 10858, + "FP": 9104, + "IoU": 0.8438724512541355, + "TN": 74298841, + "TP": 107895, + "n_pred": 116999, + "n_ref": 118753 + }, + "3": { + "Dice": 0.9372875441574888, + "FN": 11664, + "FP": 4331, + "IoU": 0.881976624066586, + "TN": 74291174, + "TP": 119529, + "n_pred": 123860, + "n_ref": 131193 + }, + "4": { + "Dice": 0.46738143722858755, + "FN": 20935, + "FP": 774, + "IoU": 0.30495613754242173, + "TN": 74395464, + "TP": 9525, + "n_pred": 10299, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9664870963816772, + "FN": 13861, + "FP": 46731, + "IoU": 0.9351475854805599, + "TN": 73492392, + "TP": 873714, + "n_pred": 920445, + "n_ref": 887575 + }, + "7": { + "Dice": 0.7957987767779948, + "FN": 13827, + "FP": 56320, + "IoU": 0.6608519917034515, + "TN": 74219865, + "TP": 136686, + "n_pred": 193006, + "n_ref": 150513 + }, + "8": { + "Dice": 0.9227879892427711, + "FN": 1713, + "FP": 5235, + "IoU": 0.8566447273402521, + "TN": 74378231, + "TP": 41519, + "n_pred": 46754, + "n_ref": 43232 + }, + "9": { + "Dice": 0.8378143452327429, + "FN": 5820, + "FP": 5002, + "IoU": 0.7208954454015577, + "TN": 74387924, + "TP": 27952, + "n_pred": 32954, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9754872313023432, + "FN": 3307, + "FP": 3583, + "IoU": 0.952147460828981, + "TN": 106502704, + "TP": 137094, + "n_pred": 140677, + "n_ref": 140401 + }, + "10": { + "Dice": 0.8296401717780421, + "FN": 15982, + "FP": 18253, + "IoU": 0.7088761522500765, + "TN": 106529092, + "TP": 83361, + "n_pred": 101614, + "n_ref": 99343 + }, + "11": { + "Dice": 0.5636623748211731, + "FN": 2484, + "FP": 871, + "IoU": 0.39243027888446214, + "TN": 106641166, + "TP": 2167, + "n_pred": 3038, + "n_ref": 4651 + }, + "12": { + "Dice": 0.7839296422146712, + "FN": 1548, + "FP": 614, + "IoU": 0.6446416831032216, + "TN": 106640604, + "TP": 3922, + "n_pred": 4536, + "n_ref": 5470 + }, + "13": { + "Dice": 0.715346751668942, + "FN": 12386, + "FP": 10341, + "IoU": 0.5568403400670775, + "TN": 106595404, + "TP": 28557, + "n_pred": 38898, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9519986260787429, + "FN": 3736, + "FP": 2972, + "IoU": 0.9083944446720472, + "TN": 106573461, + "TP": 66519, + "n_pred": 69491, + "n_ref": 70255 + }, + "15": { + "Dice": 0.704933234421365, + "FN": 3755, + "FP": 15337, + "IoU": 0.5443219246742088, + "TN": 106604790, + "TP": 22806, + "n_pred": 38143, + "n_ref": 26561 + }, + "2": { + "Dice": 0.8071728649166832, + "FN": 57847, + "FP": 3704, + "IoU": 0.6766888857372477, + "TN": 106456311, + "TP": 128826, + "n_pred": 132530, + "n_ref": 186673 + }, + "3": { + "Dice": 0.7796885390821758, + "FN": 4523, + "FP": 77968, + "IoU": 0.6389258513525343, + "TN": 106418228, + "TP": 145969, + "n_pred": 223937, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8763795890094667, + "FN": 594, + "FP": 2083, + "IoU": 0.7799605457833306, + "TN": 106634522, + "TP": 9489, + "n_pred": 11572, + "n_ref": 10083 + }, + "5": { + "Dice": 0.8014775977121068, + "FN": 1079, + "FP": 587, + "IoU": 0.6687214157884271, + "TN": 106641659, + "TP": 3363, + "n_pred": 3950, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9734786994201639, + "FN": 30979, + "FP": 36674, + "IoU": 0.9483278124577533, + "TN": 105337415, + "TP": 1241620, + "n_pred": 1278294, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.8941218262443899, + "FN": 37316, + "FP": 33621, + "IoU": 0.808517472777235, + "TN": 106276226, + "TP": 299525, + "n_pred": 333146, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9454634174344844, + "FN": 5153, + "FP": 2447, + "IoU": 0.8965676801219412, + "TN": 106573210, + "TP": 65878, + "n_pred": 68325, + "n_ref": 71031 + }, + "9": { + "Dice": 0.8728338333396626, + "FN": 16131, + "FP": 3961, + "IoU": 0.7743612780055028, + "TN": 106557643, + "TP": 68953, + "n_pred": 72914, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9517106523621257, + "FN": 10192, + "FP": 4477, + "IoU": 0.9078701930021794, + "TN": 107967707, + "TP": 144552, + "n_pred": 149029, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8436209121596872, + "FN": 6292, + "FP": 21457, + "IoU": 0.7295366381410944, + "TN": 108024330, + "TP": 74849, + "n_pred": 96306, + "n_ref": 81141 + }, + "11": { + "Dice": 0.7668763815677606, + "FN": 782, + "FP": 589, + "IoU": 0.6218974076116933, + "TN": 108123302, + "TP": 2255, + "n_pred": 2844, + "n_ref": 3037 + }, + "12": { + "Dice": 0.7503395816354251, + "FN": 1212, + "FP": 626, + "IoU": 0.6004347826086956, + "TN": 108122328, + "TP": 2762, + "n_pred": 3388, + "n_ref": 3974 + }, + "13": { + "Dice": 0.7284147895050773, + "FN": 27963, + "FP": 8918, + "IoU": 0.5728399351401436, + "TN": 108040588, + "TP": 49459, + "n_pred": 58377, + "n_ref": 77422 + }, + "14": { + "Dice": 0.8438341004552429, + "FN": 6343, + "FP": 6075, + "IoU": 0.7298555516881309, + "TN": 108080960, + "TP": 33550, + "n_pred": 39625, + "n_ref": 39893 + }, + "15": { + "Dice": 0.6744065750905225, + "FN": 3763, + "FP": 18897, + "IoU": 0.5087582379465834, + "TN": 108080800, + "TP": 23468, + "n_pred": 42365, + "n_ref": 27231 + }, + "2": { + "Dice": 0.9505957143401422, + "FN": 15746, + "FP": 2408, + "IoU": 0.9058431791541757, + "TN": 107934122, + "TP": 174652, + "n_pred": 177060, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9548822469963295, + "FN": 11758, + "FP": 6053, + "IoU": 0.913659962479822, + "TN": 107920639, + "TP": 188478, + "n_pred": 194531, + "n_ref": 200236 + }, + "4": { + "Dice": 0.8501684307996871, + "FN": 6683, + "FP": 2702, + "IoU": 0.7393851878592652, + "TN": 108090917, + "TP": 26626, + "n_pred": 29328, + "n_ref": 33309 + }, + "5": { + "Dice": 0.7599815014644674, + "FN": 1412, + "FP": 145, + "IoU": 0.612879164594729, + "TN": 108122906, + "TP": 2465, + "n_pred": 2610, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9737249594926741, + "FN": 42501, + "FP": 35045, + "IoU": 0.9487953239234248, + "TN": 106612496, + "TP": 1436886, + "n_pred": 1471931, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.8882229592342558, + "FN": 18966, + "FP": 40789, + "IoU": 0.798921840140255, + "TN": 107829755, + "TP": 237418, + "n_pred": 278207, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9404688066845327, + "FN": 2989, + "FP": 2098, + "IoU": 0.887627294616625, + "TN": 108081659, + "TP": 40182, + "n_pred": 42280, + "n_ref": 43171 + }, + "9": { + "Dice": 0.9081607874245196, + "FN": 5640, + "FP": 5706, + "IoU": 0.8317715437993002, + "TN": 108059484, + "TP": 56098, + "n_pred": 61804, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8218326946189256, + "FN": 15767, + "FP": 31375, + "IoU": 0.6975517745784895, + "TN": 62414292, + "TP": 108726, + "n_pred": 140101, + "n_ref": 124493 + }, + "10": { + "Dice": 0.82664249330916, + "FN": 11271, + "FP": 8809, + "IoU": 0.7045103377234935, + "TN": 62502205, + "TP": 47875, + "n_pred": 56684, + "n_ref": 59146 + }, + "11": { + "Dice": 0.6881329524798754, + "FN": 727, + "FP": 474, + "IoU": 0.5245447347585115, + "TN": 62567634, + "TP": 1325, + "n_pred": 1799, + "n_ref": 2052 + }, + "12": { + "Dice": 0.7110478224753768, + "FN": 1271, + "FP": 1164, + "IoU": 0.5516479469710919, + "TN": 62564729, + "TP": 2996, + "n_pred": 4160, + "n_ref": 4267 + }, + "13": { + "Dice": 0.7221015639494909, + "FN": 8627, + "FP": 16836, + "IoU": 0.5650696045776753, + "TN": 62511615, + "TP": 33082, + "n_pred": 49918, + "n_ref": 41709 + }, + "14": { + "Dice": 0.8826652931834765, + "FN": 66530, + "FP": 10014, + "IoU": 0.7899739333241871, + "TN": 62205710, + "TP": 287906, + "n_pred": 297920, + "n_ref": 354436 + }, + "15": { + "Dice": 0.4562466446813406, + "FN": 55645, + "FP": 29435, + "IoU": 0.2955437428585623, + "TN": 62449386, + "TP": 35694, + "n_pred": 65129, + "n_ref": 91339 + }, + "2": { + "Dice": 0.9300531938912822, + "FN": 12539, + "FP": 10696, + "IoU": 0.8692518063339861, + "TN": 62392452, + "TP": 154473, + "n_pred": 165169, + "n_ref": 167012 + }, + "3": { + "Dice": 0.9355668071276534, + "FN": 16222, + "FP": 9115, + "IoU": 0.8789342660416756, + "TN": 62360877, + "TP": 183946, + "n_pred": 193061, + "n_ref": 200168 + }, + "4": { + "Dice": 0.9172060183239472, + "FN": 1656, + "FP": 2284, + "IoU": 0.8470734358018941, + "TN": 62544396, + "TP": 21824, + "n_pred": 24108, + "n_ref": 23480 + }, + "5": { + "Dice": 0.46510757717492984, + "FN": 5689, + "FP": 29, + "IoU": 0.303022915650902, + "TN": 62561956, + "TP": 2486, + "n_pred": 2515, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9266998090004882, + "FN": 40566, + "FP": 183595, + "IoU": 0.8634115755979678, + "TN": 60929018, + "TP": 1416981, + "n_pred": 1600576, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.7964423820572313, + "FN": 17480, + "FP": 69376, + "IoU": 0.6617401362292764, + "TN": 62313387, + "TP": 169917, + "n_pred": 239293, + "n_ref": 187397 + }, + "8": { + "Dice": 0.9220495858580243, + "FN": 3777, + "FP": 7441, + "IoU": 0.8553729130406755, + "TN": 62492595, + "TP": 66347, + "n_pred": 73788, + "n_ref": 70124 + }, + "9": { + "Dice": 0.846884224185987, + "FN": 3260, + "FP": 13495, + "IoU": 0.7344312183988208, + "TN": 62507069, + "TP": 46336, + "n_pred": 59831, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8838505702261743, + "FN": 31623, + "FP": 33843, + "IoU": 0.7918747675257748, + "TN": 55066697, + "TP": 249085, + "n_pred": 282928, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8207152311563182, + "FN": 7743, + "FP": 22327, + "IoU": 0.6959432130723184, + "TN": 55282352, + "TP": 68826, + "n_pred": 91153, + "n_ref": 76569 + }, + "11": { + "Dice": 0.7242900780631293, + "FN": 1126, + "FP": 1311, + "IoU": 0.567754522880454, + "TN": 55375610, + "TP": 3201, + "n_pred": 4512, + "n_ref": 4327 + }, + "12": { + "Dice": 0.7459876915651019, + "FN": 1637, + "FP": 468, + "IoU": 0.5948806774441878, + "TN": 55376052, + "TP": 3091, + "n_pred": 3559, + "n_ref": 4728 + }, + "13": { + "Dice": 0.6803851622295819, + "FN": 14913, + "FP": 22628, + "IoU": 0.515593749596769, + "TN": 55303749, + "TP": 39958, + "n_pred": 62586, + "n_ref": 54871 + }, + "14": { + "Dice": 0.9150072208774892, + "FN": 5217, + "FP": 11497, + "IoU": 0.8433302400569913, + "TN": 55274565, + "TP": 89969, + "n_pred": 101466, + "n_ref": 95186 + }, + "15": { + "Dice": 0.8257627118644068, + "FN": 11125, + "FP": 21257, + "IoU": 0.7032332563510393, + "TN": 55272132, + "TP": 76734, + "n_pred": 97991, + "n_ref": 87859 + }, + "2": { + "Dice": 0.9373305799099159, + "FN": 12447, + "FP": 12013, + "IoU": 0.8820528399419426, + "TN": 55173867, + "TP": 182921, + "n_pred": 194934, + "n_ref": 195368 + }, + "3": { + "Dice": 0.9237683723655727, + "FN": 21515, + "FP": 5284, + "IoU": 0.8583360204680371, + "TN": 55192075, + "TP": 162374, + "n_pred": 167658, + "n_ref": 183889 + }, + "4": { + "Dice": 0.827074569789675, + "FN": 2002, + "FP": 259, + "IoU": 0.7051382368283776, + "TN": 55373580, + "TP": 5407, + "n_pred": 5666, + "n_ref": 7409 + }, + "5": { + "Dice": 0.803642689041236, + "FN": 1713, + "FP": 206, + "IoU": 0.6717413616147794, + "TN": 55375402, + "TP": 3927, + "n_pred": 4133, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9560878089211836, + "FN": 76513, + "FP": 54136, + "IoU": 0.9158699525609795, + "TN": 53828307, + "TP": 1422292, + "n_pred": 1476428, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.8872871175181966, + "FN": 18303, + "FP": 21572, + "IoU": 0.797408865743681, + "TN": 55184423, + "TP": 156950, + "n_pred": 178522, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9289571557647455, + "FN": 2842, + "FP": 3920, + "IoU": 0.8673389311779016, + "TN": 55330276, + "TP": 44210, + "n_pred": 48130, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8840324489737001, + "FN": 4983, + "FP": 7068, + "IoU": 0.7921668046357616, + "TN": 55323264, + "TP": 45933, + "n_pred": 53001, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9666405677055471, + "FN": 15896, + "FP": 2936, + "IoU": 0.9354349875717837, + "TN": 110854940, + "TP": 272843, + "n_pred": 275779, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8069976569301696, + "FN": 13218, + "FP": 19813, + "IoU": 0.6764426420602035, + "TN": 111044528, + "TP": 69056, + "n_pred": 88869, + "n_ref": 82274 + }, + "11": { + "Dice": 0.7777777777777778, + "FN": 232, + "FP": 1712, + "IoU": 0.6363636363636364, + "TN": 111141269, + "TP": 3402, + "n_pred": 5114, + "n_ref": 3634 + }, + "12": { + "Dice": 0.7572254335260116, + "FN": 877, + "FP": 551, + "IoU": 0.6093023255813953, + "TN": 111142960, + "TP": 2227, + "n_pred": 2778, + "n_ref": 3104 + }, + "13": { + "Dice": 0.5885321722885939, + "FN": 23529, + "FP": 31095, + "IoU": 0.4169646383246699, + "TN": 111052926, + "TP": 39065, + "n_pred": 70160, + "n_ref": 62594 + }, + "14": { + "Dice": 0.7922126329672851, + "FN": 13486, + "FP": 1008, + "IoU": 0.6559206153261798, + "TN": 111104491, + "TP": 27630, + "n_pred": 28638, + "n_ref": 41116 + }, + "15": { + "Dice": 0.6877278250303767, + "FN": 2724, + "FP": 17836, + "IoU": 0.524074074074074, + "TN": 111103415, + "TP": 22640, + "n_pred": 40476, + "n_ref": 25364 + }, + "2": { + "Dice": 0.8577507527424476, + "FN": 9746, + "FP": 38726, + "IoU": 0.750931335522293, + "TN": 110952002, + "TP": 146141, + "n_pred": 184867, + "n_ref": 155887 + }, + "3": { + "Dice": 0.8799129945214585, + "FN": 49981, + "FP": 3130, + "IoU": 0.7855755760201218, + "TN": 110898924, + "TP": 194580, + "n_pred": 197710, + "n_ref": 244561 + }, + "4": { + "Dice": 0.8995908581554739, + "FN": 1578, + "FP": 2275, + "IoU": 0.8175058021124426, + "TN": 111125502, + "TP": 17260, + "n_pred": 19535, + "n_ref": 18838 + }, + "5": { + "Dice": 0.7661502219806107, + "FN": 539, + "FP": 2042, + "IoU": 0.620942869731238, + "TN": 111139806, + "TP": 4228, + "n_pred": 6270, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9756993970736193, + "FN": 25418, + "FP": 53224, + "IoU": 0.9525518136825167, + "TN": 109489186, + "TP": 1578787, + "n_pred": 1632011, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.40631610674198065, + "FN": 269506, + "FP": 49589, + "IoU": 0.25495401469568446, + "TN": 110718326, + "TP": 109194, + "n_pred": 158783, + "n_ref": 378700 + }, + "8": { + "Dice": 0.920317792695695, + "FN": 5833, + "FP": 7105, + "IoU": 0.8523969242704269, + "TN": 111058961, + "TP": 74716, + "n_pred": 81821, + "n_ref": 80549 + }, + "9": { + "Dice": 0.8850799748808689, + "FN": 7934, + "FP": 4510, + "IoU": 0.7938506394539792, + "TN": 111086251, + "TP": 47920, + "n_pred": 52430, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.94632629008153, + "FN": 7482, + "FP": 14605, + "IoU": 0.8981208140371594, + "TN": 96904229, + "TP": 194709, + "n_pred": 209314, + "n_ref": 202191 + }, + "10": { + "Dice": 0.774206210479187, + "FN": 11285, + "FP": 25530, + "IoU": 0.6315958011027609, + "TN": 97021094, + "TP": 63116, + "n_pred": 88646, + "n_ref": 74401 + }, + "11": { + "Dice": 0.7872281860721168, + "FN": 1052, + "FP": 494, + "IoU": 0.64911484339537, + "TN": 97116619, + "TP": 2860, + "n_pred": 3354, + "n_ref": 3912 + }, + "12": { + "Dice": 0.7217204301075268, + "FN": 1927, + "FP": 661, + "IoU": 0.5646029609690444, + "TN": 97115081, + "TP": 3356, + "n_pred": 4017, + "n_ref": 5283 + }, + "13": { + "Dice": 0.8072779221809957, + "FN": 10685, + "FP": 8741, + "IoU": 0.6768365717327655, + "TN": 97060913, + "TP": 40686, + "n_pred": 49427, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9092806150466777, + "FN": 17401, + "FP": 5727, + "IoU": 0.8336522001812506, + "TN": 96981991, + "TP": 115906, + "n_pred": 121633, + "n_ref": 133307 + }, + "15": { + "Dice": 0.8664152369325573, + "FN": 8884, + "FP": 9499, + "IoU": 0.7643144696017846, + "TN": 97043027, + "TP": 59615, + "n_pred": 69114, + "n_ref": 68499 + }, + "2": { + "Dice": 0.9571074724228094, + "FN": 7614, + "FP": 6707, + "IoU": 0.9177431490916192, + "TN": 96946924, + "TP": 159780, + "n_pred": 166487, + "n_ref": 167394 + }, + "3": { + "Dice": 0.9575862449836162, + "FN": 11772, + "FP": 6660, + "IoU": 0.9186239536608625, + "TN": 96894521, + "TP": 208072, + "n_pred": 214732, + "n_ref": 219844 + }, + "4": { + "Dice": 0.8620518943475348, + "FN": 2432, + "FP": 2305, + "IoU": 0.7575493909304944, + "TN": 97101487, + "TP": 14801, + "n_pred": 17106, + "n_ref": 17233 + }, + "5": { + "Dice": 0.5896271152598213, + "FN": 6552, + "FP": 1669, + "IoU": 0.4180646988037092, + "TN": 97106898, + "TP": 5906, + "n_pred": 7575, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9488836881922103, + "FN": 36009, + "FP": 131167, + "IoU": 0.9027389999877824, + "TN": 95402186, + "TP": 1551663, + "n_pred": 1682830, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.8874307274704916, + "FN": 51815, + "FP": 17939, + "IoU": 0.797640874489417, + "TN": 96776321, + "TP": 274950, + "n_pred": 292889, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9397088330228716, + "FN": 8547, + "FP": 3202, + "IoU": 0.8862743200077436, + "TN": 97017715, + "TP": 91561, + "n_pred": 94763, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9270541863614568, + "FN": 7481, + "FP": 6362, + "IoU": 0.8640270315400709, + "TN": 97019218, + "TP": 87964, + "n_pred": 94326, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.969365353826449, + "FN": 7928, + "FP": 4031, + "IoU": 0.9405518797814751, + "TN": 78855238, + "TP": 189208, + "n_pred": 193239, + "n_ref": 197136 + }, + "10": { + "Dice": 0.842828861630903, + "FN": 8290, + "FP": 23308, + "IoU": 0.7283528198074278, + "TN": 78940085, + "TP": 84722, + "n_pred": 108030, + "n_ref": 93012 + }, + "11": { + "Dice": 0.7565298507462687, + "FN": 576, + "FP": 990, + "IoU": 0.6084021005251313, + "TN": 79052406, + "TP": 2433, + "n_pred": 3423, + "n_ref": 3009 + }, + "12": { + "Dice": 0.5366215464491007, + "FN": 1557, + "FP": 942, + "IoU": 0.36670045615813485, + "TN": 79052459, + "TP": 1447, + "n_pred": 2389, + "n_ref": 3004 + }, + "13": { + "Dice": 0.7308250249461248, + "FN": 21897, + "FP": 10204, + "IoU": 0.5758268476063373, + "TN": 78980726, + "TP": 43578, + "n_pred": 53782, + "n_ref": 65475 + }, + "14": { + "Dice": 0.655388709370842, + "FN": 13742, + "FP": 11640, + "IoU": 0.48741871642635004, + "TN": 79006887, + "TP": 24136, + "n_pred": 35776, + "n_ref": 37878 + }, + "15": { + "Dice": 0.700458623122669, + "FN": 10735, + "FP": 13039, + "IoU": 0.5390044792616006, + "TN": 79004834, + "TP": 27797, + "n_pred": 40836, + "n_ref": 38532 + }, + "2": { + "Dice": 0.9335903369000628, + "FN": 6433, + "FP": 8692, + "IoU": 0.8754518729567932, + "TN": 78934966, + "TP": 106314, + "n_pred": 115006, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9311835574579953, + "FN": 12283, + "FP": 3842, + "IoU": 0.8712286978326492, + "TN": 78931183, + "TP": 109097, + "n_pred": 112939, + "n_ref": 121380 + }, + "4": { + "Dice": 0.8440737603440411, + "FN": 2005, + "FP": 388, + "IoU": 0.7302142051860203, + "TN": 79047535, + "TP": 6477, + "n_pred": 6865, + "n_ref": 8482 + }, + "5": { + "Dice": 0.7530213139969237, + "FN": 1531, + "FP": 717, + "IoU": 0.6038766519823788, + "TN": 79050730, + "TP": 3427, + "n_pred": 4144, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9683972139198673, + "FN": 31550, + "FP": 52457, + "IoU": 0.9387307081629424, + "TN": 77685294, + "TP": 1287104, + "n_pred": 1339561, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.8378733733396264, + "FN": 126024, + "FP": 8628, + "IoU": 0.7209828551536074, + "TN": 78573811, + "TP": 347942, + "n_pred": 356570, + "n_ref": 473966 + }, + "8": { + "Dice": 0.8883349351273426, + "FN": 1949, + "FP": 5487, + "IoU": 0.7991030420921813, + "TN": 79019391, + "TP": 29578, + "n_pred": 35065, + "n_ref": 31527 + }, + "9": { + "Dice": 0.9256182880833789, + "FN": 6992, + "FP": 3342, + "IoU": 0.8615357817587395, + "TN": 78981772, + "TP": 64299, + "n_pred": 67641, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9572490470408556, + "FN": 7157, + "FP": 13053, + "IoU": 0.9180035216696284, + "TN": 122465466, + "TP": 226264, + "n_pred": 239317, + "n_ref": 233421 + }, + "10": { + "Dice": 0.76887282127926, + "FN": 15223, + "FP": 41996, + "IoU": 0.6245275342537666, + "TN": 122559548, + "TP": 95173, + "n_pred": 137169, + "n_ref": 110396 + }, + "11": { + "Dice": 0.7005518443218124, + "FN": 1770, + "FP": 292, + "IoU": 0.5391148860080465, + "TN": 122707466, + "TP": 2412, + "n_pred": 2704, + "n_ref": 4182 + }, + "12": { + "Dice": 0.3931198370487722, + "FN": 4553, + "FP": 810, + "IoU": 0.24464788732394366, + "TN": 122704840, + "TP": 1737, + "n_pred": 2547, + "n_ref": 6290 + }, + "13": { + "Dice": 0.5796961977545051, + "FN": 23079, + "FP": 21469, + "IoU": 0.40814943735136644, + "TN": 122636671, + "TP": 30721, + "n_pred": 52190, + "n_ref": 53800 + }, + "14": { + "Dice": 0.8900296034882534, + "FN": 16147, + "FP": 6476, + "IoU": 0.8018498567937568, + "TN": 122597769, + "TP": 91548, + "n_pred": 98024, + "n_ref": 107695 + }, + "15": { + "Dice": 0.8825193477338399, + "FN": 7414, + "FP": 4214, + "IoU": 0.7897401587617309, + "TN": 122656637, + "TP": 43675, + "n_pred": 47889, + "n_ref": 51089 + }, + "2": { + "Dice": 0.7610492990380993, + "FN": 49079, + "FP": 6094, + "IoU": 0.6142692348026707, + "TN": 122568905, + "TP": 87862, + "n_pred": 93956, + "n_ref": 136941 + }, + "3": { + "Dice": 0.8120115460530068, + "FN": 3536, + "FP": 62372, + "IoU": 0.6835180454449417, + "TN": 122503688, + "TP": 142344, + "n_pred": 204716, + "n_ref": 145880 + }, + "4": { + "Dice": 0.6131119607387536, + "FN": 21937, + "FP": 33010, + "IoU": 0.4420774737269635, + "TN": 122613455, + "TP": 43538, + "n_pred": 76548, + "n_ref": 65475 + }, + "5": { + "Dice": 0.4358653970442501, + "FN": 12151, + "FP": 942, + "IoU": 0.27866233265384827, + "TN": 122693789, + "TP": 5058, + "n_pred": 6000, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9239717426257282, + "FN": 41692, + "FP": 232993, + "IoU": 0.8586872475639324, + "TN": 120768131, + "TP": 1669124, + "n_pred": 1902117, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.6275824577115579, + "FN": 186418, + "FP": 264348, + "IoU": 0.4572824511300646, + "TN": 121881368, + "TP": 379806, + "n_pred": 644154, + "n_ref": 566224 + }, + "8": { + "Dice": 0.9402632368326712, + "FN": 7932, + "FP": 8398, + "IoU": 0.8872611289075445, + "TN": 122567092, + "TP": 128518, + "n_pred": 136916, + "n_ref": 136450 + }, + "9": { + "Dice": 0.8211331074991454, + "FN": 8692, + "FP": 20085, + "IoU": 0.6965443789478124, + "TN": 122617109, + "TP": 66054, + "n_pred": 86139, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/loop_002/summary_cross_val.json b/nnActive_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/loop_002/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..43dfdf2959d2d8cea3959c46ba68da88c476b20b --- /dev/null +++ b/nnActive_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/loop_002/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.4628018562857931, + "FN": 2650.7044444444446, + "FP": 1924.3799999999999, + "IoU": 0.39047305644181557, + "TN": 706395.4800000001, + "TP": 7480.635555555557, + "n_pred": 9405.015555555556, + "n_ref": 10131.34 + }, + "mean": { + "1": { + "Dice": 0.44502617750517304, + "FN": 5786.766666666666, + "FP": 1050.9666666666667, + "IoU": 0.40151642873564863, + "TN": 705066.4666666667, + "TP": 6547.0, + "n_pred": 7597.966666666666, + "n_ref": 12333.766666666666 + }, + "10": { + "Dice": 0.5022192023688443, + "FN": 4360.333333333333, + "FP": 1598.2666666666667, + "IoU": 0.3914060711439277, + "TN": 706344.8, + "TP": 6147.8, + "n_pred": 7746.066666666667, + "n_ref": 10508.133333333333 + }, + "11": { + "Dice": 0.46345182839876997, + "FN": 122.76666666666667, + "FP": 257.93333333333334, + "IoU": 0.33858491751764325, + "TN": 717855.4, + "TP": 215.1, + "n_pred": 473.03333333333336, + "n_ref": 337.8666666666667 + }, + "12": { + "Dice": 0.2138682121078578, + "FN": 636.5, + "FP": 146.36666666666667, + "IoU": 0.14000148545737784, + "TN": 717432.7333333333, + "TP": 235.6, + "n_pred": 381.96666666666664, + "n_ref": 872.1 + }, + "13": { + "Dice": 0.3426779461430724, + "FN": 2641.5666666666666, + "FP": 2011.8333333333333, + "IoU": 0.25024109938846056, + "TN": 710437.4333333333, + "TP": 3360.366666666667, + "n_pred": 5372.2, + "n_ref": 6001.933333333333 + }, + "14": { + "Dice": 0.630350613447467, + "FN": 2733.3333333333335, + "FP": 523.4333333333333, + "IoU": 0.5646701686041714, + "TN": 706862.1666666666, + "TP": 8332.266666666666, + "n_pred": 8855.7, + "n_ref": 11065.6 + }, + "15": { + "Dice": 0.2626976513181882, + "FN": 1358.1, + "FP": 1604.3333333333333, + "IoU": 0.19571689575778245, + "TN": 714039.3333333334, + "TP": 1449.4333333333334, + "n_pred": 3053.766666666667, + "n_ref": 2807.5333333333333 + }, + "2": { + "Dice": 0.4579242524383554, + "FN": 2625.6666666666665, + "FP": 5068.766666666666, + "IoU": 0.4180252208986672, + "TN": 697599.0333333333, + "TP": 13157.733333333334, + "n_pred": 18226.5, + "n_ref": 15783.4 + }, + "3": { + "Dice": 0.528271102235947, + "FN": 5360.133333333333, + "FP": 2520.0666666666666, + "IoU": 0.4612286560864288, + "TN": 702041.5333333333, + "TP": 8529.466666666667, + "n_pred": 11049.533333333333, + "n_ref": 13889.6 + }, + "4": { + "Dice": 0.21344274773738656, + "FN": 495.23333333333335, + "FP": 549.4, + "IoU": 0.16064529955167414, + "TN": 716703.6, + "TP": 702.9666666666667, + "n_pred": 1252.3666666666666, + "n_ref": 1198.2 + }, + "5": { + "Dice": 0.2568727501431058, + "FN": 500.26666666666665, + "FP": 434.6, + "IoU": 0.1908315656770668, + "TN": 716900.4333333333, + "TP": 615.9, + "n_pred": 1050.5, + "n_ref": 1116.1666666666667 + }, + "6": { + "Dice": 0.7673907431244326, + "FN": 3709.5666666666666, + "FP": 7994.866666666667, + "IoU": 0.7133885129812578, + "TN": 663966.9, + "TP": 42779.86666666667, + "n_pred": 50774.73333333333, + "n_ref": 46489.433333333334 + }, + "7": { + "Dice": 0.35959932974464964, + "FN": 7561.533333333334, + "FP": 3572.9666666666667, + "IoU": 0.28192820086787573, + "TN": 701060.9666666667, + "TP": 6255.733333333334, + "n_pred": 9828.7, + "n_ref": 13817.266666666666 + }, + "8": { + "Dice": 0.8767788869699616, + "FN": 1019.8666666666667, + "FP": 424.4, + "IoU": 0.8178420092410796, + "TN": 707782.4333333333, + "TP": 9224.5, + "n_pred": 9648.9, + "n_ref": 10244.366666666667 + }, + "9": { + "Dice": 0.6214564006036843, + "FN": 848.9333333333333, + "FP": 1107.5, + "IoU": 0.5310693147181706, + "TN": 711838.9666666667, + "TP": 4655.8, + "n_pred": 5763.3, + "n_ref": 5504.733333333334 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 525695, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9713797092701575, + "FN": 346, + "FP": 223, + "IoU": 0.9443520782396088, + "TN": 515471, + "TP": 9656, + "n_pred": 9879, + "n_ref": 10002 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.940793754066363, + "FN": 149, + "FP": 33, + "IoU": 0.8882063882063882, + "TN": 524068, + "TP": 1446, + "n_pred": 1479, + "n_ref": 1595 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 51, + "IoU": 0.0, + "TN": 525645, + "TP": 0, + "n_pred": 51, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6105733432613552, + "FN": 387, + "FP": 136, + "IoU": 0.43944265809217575, + "TN": 699995, + "TP": 410, + "n_pred": 546, + "n_ref": 797 + }, + "10": { + "Dice": 0.6685107002474887, + "FN": 780, + "FP": 1497, + "IoU": 0.5020774108900066, + "TN": 696355, + "TP": 2296, + "n_pred": 3793, + "n_ref": 3076 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.21951980043654507, + "FN": 2197, + "FP": 306, + "IoU": 0.12329246935201402, + "TN": 698073, + "TP": 352, + "n_pred": 658, + "n_ref": 2549 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 700915, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 495, + "IoU": 0.0, + "TN": 700433, + "TP": 0, + "n_pred": 495, + "n_ref": 0 + }, + "3": { + "Dice": 0.9225365483197266, + "FN": 520, + "FP": 296, + "IoU": 0.8562114537444934, + "TN": 695253, + "TP": 4859, + "n_pred": 5155, + "n_ref": 5379 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 700917, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 3672, + "FP": 0, + "IoU": 0.0, + "TN": 697256, + "TP": 0, + "n_pred": 0, + "n_ref": 3672 + }, + "6": { + "Dice": 0.8525352063458783, + "FN": 6940, + "FP": 1500, + "IoU": 0.7429728659743582, + "TN": 668091, + "TP": 24397, + "n_pred": 25897, + "n_ref": 31337 + }, + "7": { + "Dice": 0.6481880781804271, + "FN": 8977, + "FP": 1139, + "IoU": 0.47949575508103937, + "TN": 681493, + "TP": 9319, + "n_pred": 10458, + "n_ref": 18296 + }, + "8": { + "Dice": 0.9275132873459233, + "FN": 1799, + "FP": 765, + "IoU": 0.8648249683677773, + "TN": 681960, + "TP": 16404, + "n_pred": 17169, + "n_ref": 18203 + }, + "9": { + "Dice": 0.6612707405908539, + "FN": 1054, + "FP": 620, + "IoU": 0.4939540507859734, + "TN": 697620, + "TP": 1634, + "n_pred": 2254, + "n_ref": 2688 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 212, + "IoU": 0.0, + "TN": 700716, + "TP": 0, + "n_pred": 212, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8574457831325302, + "FN": 1247, + "FP": 232, + "IoU": 0.7504639784039143, + "TN": 695001, + "TP": 4448, + "n_pred": 4680, + "n_ref": 5695 + }, + "15": { + "Dice": 0.0, + "FN": 102, + "FP": 0, + "IoU": 0.0, + "TN": 700826, + "TP": 0, + "n_pred": 0, + "n_ref": 102 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 1908, + "IoU": 0.0, + "TN": 699020, + "TP": 0, + "n_pred": 1908, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 711, + "IoU": 0.0, + "TN": 700217, + "TP": 0, + "n_pred": 711, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.876830016656439, + "FN": 10268, + "FP": 2377, + "IoU": 0.780674367780206, + "TN": 643274, + "TP": 45009, + "n_pred": 47386, + "n_ref": 55277 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 133, + "IoU": 0.0, + "TN": 700795, + "TP": 0, + "n_pred": 133, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 35, + "FP": 0, + "IoU": 0.0, + "TN": 1051357, + "TP": 0, + "n_pred": 0, + "n_ref": 35 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.862869771191999, + "FN": 31769, + "FP": 1056, + "IoU": 0.7588135020352981, + "TN": 915294, + "TP": 103273, + "n_pred": 104329, + "n_ref": 135042 + }, + "15": { + "Dice": 0.05193881181074351, + "FN": 97, + "FP": 2568, + "IoU": 0.026661796932067203, + "TN": 1048654, + "TP": 73, + "n_pred": 2641, + "n_ref": 170 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9536850439038433, + "FN": 1955, + "FP": 619, + "IoU": 0.9114703353396388, + "TN": 1022317, + "TP": 26501, + "n_pred": 27120, + "n_ref": 28456 + }, + "7": { + "Dice": 0.007840613206167168, + "FN": 67826, + "FP": 0, + "IoU": 0.003935735894498781, + "TN": 983298, + "TP": 268, + "n_pred": 268, + "n_ref": 68094 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9787419945530428, + "FN": 1897, + "FP": 390, + "IoU": 0.9583689815236188, + "TN": 821225, + "TP": 52648, + "n_pred": 53038, + "n_ref": 54545 + }, + "10": { + "Dice": 0.0, + "FN": 822, + "FP": 0, + "IoU": 0.0, + "TN": 875338, + "TP": 0, + "n_pred": 0, + "n_ref": 822 + }, + "11": { + "Dice": 0.5697248949722185, + "FN": 523, + "FP": 2652, + "IoU": 0.3983323858252795, + "TN": 870883, + "TP": 2102, + "n_pred": 4754, + "n_ref": 2625 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5266024298282362, + "FN": 1443, + "FP": 817, + "IoU": 0.35740688086437306, + "TN": 872643, + "TP": 1257, + "n_pred": 2074, + "n_ref": 2700 + }, + "14": { + "Dice": 0.8257886253741653, + "FN": 770, + "FP": 3013, + "IoU": 0.703270844772139, + "TN": 863411, + "TP": 8966, + "n_pred": 11979, + "n_ref": 9736 + }, + "15": { + "Dice": 0.5205138270368315, + "FN": 11916, + "FP": 23507, + "IoU": 0.3518206770356816, + "TN": 821510, + "TP": 19227, + "n_pred": 42734, + "n_ref": 31143 + }, + "2": { + "Dice": 0.9231229179123601, + "FN": 309, + "FP": 1491, + "IoU": 0.8572221781549932, + "TN": 863553, + "TP": 10807, + "n_pred": 12298, + "n_ref": 11116 + }, + "3": { + "Dice": 0.9536491156739174, + "FN": 247, + "FP": 209, + "IoU": 0.9114047017680202, + "TN": 871013, + "TP": 4691, + "n_pred": 4900, + "n_ref": 4938 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9619442136046741, + "FN": 3945, + "FP": 2054, + "IoU": 0.9266787259527244, + "TN": 794342, + "TP": 75819, + "n_pred": 77873, + "n_ref": 79764 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 100, + "IoU": 0.0, + "TN": 876060, + "TP": 0, + "n_pred": 100, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 34, + "FP": 0, + "IoU": 0.0, + "TN": 876126, + "TP": 0, + "n_pred": 0, + "n_ref": 34 + }, + "9": { + "Dice": 0.6646382423835302, + "FN": 1798, + "FP": 6689, + "IoU": 0.4977214890217198, + "TN": 859263, + "TP": 8410, + "n_pred": 15099, + "n_ref": 10208 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5863238202882171, + "FN": 17052, + "FP": 3444, + "IoU": 0.41475114931041374, + "TN": 665907, + "TP": 14525, + "n_pred": 17969, + "n_ref": 31577 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 4632, + "FP": 911, + "IoU": 0.0, + "TN": 695385, + "TP": 0, + "n_pred": 911, + "n_ref": 4632 + }, + "14": { + "Dice": 0.9093519790235984, + "FN": 4654, + "FP": 2606, + "IoU": 0.8337721808815112, + "TN": 657253, + "TP": 36415, + "n_pred": 39021, + "n_ref": 41069 + }, + "15": { + "Dice": 0.8393575189389731, + "FN": 2740, + "FP": 4491, + "IoU": 0.7231835234668096, + "TN": 674806, + "TP": 18891, + "n_pred": 23382, + "n_ref": 21631 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 21144, + "IoU": 0.0, + "TN": 679784, + "TP": 0, + "n_pred": 21144, + "n_ref": 0 + }, + "3": { + "Dice": 0.4458324442806432, + "FN": 27451, + "FP": 1118, + "IoU": 0.2868625346346821, + "TN": 660867, + "TP": 11492, + "n_pred": 12610, + "n_ref": 38943 + }, + "4": { + "Dice": 0.08322690506598553, + "FN": 988, + "FP": 7626, + "IoU": 0.04342032204330927, + "TN": 691923, + "TP": 391, + "n_pred": 8017, + "n_ref": 1379 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9048174863258799, + "FN": 25100, + "FP": 7111, + "IoU": 0.8261796321878777, + "TN": 515616, + "TP": 153101, + "n_pred": 160212, + "n_ref": 178201 + }, + "7": { + "Dice": 0.01848299912816042, + "FN": 13999, + "FP": 8517, + "IoU": 0.009327701513551567, + "TN": 678200, + "TP": 212, + "n_pred": 8729, + "n_ref": 14211 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 96, + "IoU": 0.0, + "TN": 700832, + "TP": 0, + "n_pred": 96, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 54, + "IoU": 0.0, + "TN": 525642, + "TP": 0, + "n_pred": 54, + "n_ref": 0 + }, + "10": { + "Dice": 0.6755520190968769, + "FN": 1621, + "FP": 10, + "IoU": 0.5100630820066085, + "TN": 522367, + "TP": 1698, + "n_pred": 1708, + "n_ref": 3319 + }, + "11": { + "Dice": 0.5303030303030303, + "FN": 32, + "FP": 340, + "IoU": 0.36082474226804123, + "TN": 525114, + "TP": 210, + "n_pred": 550, + "n_ref": 242 + }, + "12": { + "Dice": 0.0, + "FN": 20, + "FP": 0, + "IoU": 0.0, + "TN": 525676, + "TP": 0, + "n_pred": 0, + "n_ref": 20 + }, + "13": { + "Dice": 0.14201183431952663, + "FN": 0, + "FP": 145, + "IoU": 0.07643312101910828, + "TN": 525539, + "TP": 12, + "n_pred": 157, + "n_ref": 12 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9553711726264777, + "FN": 1817, + "FP": 4261, + "IoU": 0.9145556274074282, + "TN": 454562, + "TP": 65056, + "n_pred": 69317, + "n_ref": 66873 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9511511164964515, + "FN": 1755, + "FP": 1067, + "IoU": 0.9068523897544231, + "TN": 495400, + "TP": 27474, + "n_pred": 28541, + "n_ref": 29229 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 45, + "IoU": 0.0, + "TN": 525651, + "TP": 0, + "n_pred": 45, + "n_ref": 0 + }, + "8": { + "Dice": 0.8939257636797434, + "FN": 3949, + "FP": 1475, + "IoU": 0.8081968952226033, + "TN": 497417, + "TP": 22855, + "n_pred": 24330, + "n_ref": 26804 + }, + "9": { + "Dice": 0.8140210176991151, + "FN": 1112, + "FP": 1578, + "IoU": 0.6863705258248805, + "TN": 517119, + "TP": 5887, + "n_pred": 7465, + "n_ref": 6999 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5812807881773399, + "FN": 101, + "FP": 154, + "IoU": 0.4097222222222222, + "TN": 525264, + "TP": 177, + "n_pred": 331, + "n_ref": 278 + }, + "10": { + "Dice": 0.7815065185900532, + "FN": 5260, + "FP": 3790, + "IoU": 0.6413711115514167, + "TN": 500461, + "TP": 16185, + "n_pred": 19975, + "n_ref": 21445 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5472298874973467, + "FN": 1796, + "FP": 337, + "IoU": 0.3766803039158387, + "TN": 522274, + "TP": 1289, + "n_pred": 1626, + "n_ref": 3085 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9679172056921087, + "FN": 283, + "FP": 213, + "IoU": 0.9378290298320381, + "TN": 517718, + "TP": 7482, + "n_pred": 7695, + "n_ref": 7765 + }, + "7": { + "Dice": 0.8763148048060533, + "FN": 2014, + "FP": 961, + "IoU": 0.7798579251146959, + "TN": 512182, + "TP": 10539, + "n_pred": 11500, + "n_ref": 12553 + }, + "8": { + "Dice": 0.9215038875279582, + "FN": 319, + "FP": 1155, + "IoU": 0.8544341299624728, + "TN": 515570, + "TP": 8652, + "n_pred": 9807, + "n_ref": 8971 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.08701610140459061, + "FN": 265, + "FP": 5065, + "IoU": 0.045487106017191976, + "TN": 695344, + "TP": 254, + "n_pred": 5319, + "n_ref": 519 + }, + "10": { + "Dice": 0.6891927287966892, + "FN": 4500, + "FP": 1433, + "IoU": 0.5257773159619534, + "TN": 688417, + "TP": 6578, + "n_pred": 8011, + "n_ref": 11078 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 859, + "FP": 0, + "IoU": 0.0, + "TN": 700069, + "TP": 0, + "n_pred": 0, + "n_ref": 859 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 182, + "IoU": 0.0, + "TN": 700746, + "TP": 0, + "n_pred": 182, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 367, + "IoU": 0.0, + "TN": 700561, + "TP": 0, + "n_pred": 367, + "n_ref": 0 + }, + "3": { + "Dice": 0.9431143889336053, + "FN": 612, + "FP": 2427, + "IoU": 0.8923523785909107, + "TN": 672697, + "TP": 25192, + "n_pred": 27619, + "n_ref": 25804 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 114, + "FP": 4040, + "IoU": 0.0, + "TN": 696774, + "TP": 0, + "n_pred": 4040, + "n_ref": 114 + }, + "7": { + "Dice": 0.6127226810456624, + "FN": 10079, + "FP": 1269, + "IoU": 0.4416728167281673, + "TN": 680603, + "TP": 8977, + "n_pred": 10246, + "n_ref": 19056 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.17348906986712387, + "FN": 7853, + "FP": 7573, + "IoU": 0.09498386623643297, + "TN": 683883, + "TP": 1619, + "n_pred": 9192, + "n_ref": 9472 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6597203180696463, + "FN": 1182, + "FP": 1300, + "IoU": 0.49222585924713586, + "TN": 696040, + "TP": 2406, + "n_pred": 3706, + "n_ref": 3588 + }, + "13": { + "Dice": 0.5603429796355841, + "FN": 1128, + "FP": 923, + "IoU": 0.3892197736748064, + "TN": 697570, + "TP": 1307, + "n_pred": 2230, + "n_ref": 2435 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 23, + "FP": 75, + "IoU": 0.0, + "TN": 700830, + "TP": 0, + "n_pred": 75, + "n_ref": 23 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 347, + "IoU": 0.0, + "TN": 700581, + "TP": 0, + "n_pred": 347, + "n_ref": 0 + }, + "6": { + "Dice": 0.9891883319085398, + "FN": 1889, + "FP": 906, + "IoU": 0.9786079475875582, + "TN": 570272, + "TP": 127861, + "n_pred": 128767, + "n_ref": 129750 + }, + "7": { + "Dice": 0.8932998546319545, + "FN": 1005, + "FP": 3032, + "IoU": 0.8071742453190677, + "TN": 679992, + "TP": 16899, + "n_pred": 19931, + "n_ref": 17904 + }, + "8": { + "Dice": 0.9263153891498223, + "FN": 2729, + "FP": 1146, + "IoU": 0.8627444035137433, + "TN": 672696, + "TP": 24357, + "n_pred": 25503, + "n_ref": 27086 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5562627371061295, + "FN": 11471, + "FP": 2682, + "IoU": 0.3852936066712995, + "TN": 502672, + "TP": 8871, + "n_pred": 11553, + "n_ref": 20342 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.32146294513955725, + "FN": 2, + "FP": 703, + "IoU": 0.1915137614678899, + "TN": 524824, + "TP": 167, + "n_pred": 870, + "n_ref": 169 + }, + "13": { + "Dice": 0.0, + "FN": 528, + "FP": 1392, + "IoU": 0.0, + "TN": 523776, + "TP": 0, + "n_pred": 1392, + "n_ref": 528 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.971409813194366, + "FN": 2643, + "FP": 144, + "IoU": 0.9444089839230861, + "TN": 475562, + "TP": 47347, + "n_pred": 47491, + "n_ref": 49990 + }, + "7": { + "Dice": 0.15329208606519532, + "FN": 9157, + "FP": 12, + "IoU": 0.08300830083008301, + "TN": 515697, + "TP": 830, + "n_pred": 842, + "n_ref": 9987 + }, + "8": { + "Dice": 0.91006146878033, + "FN": 529, + "FP": 27, + "IoU": 0.8349658652419115, + "TN": 522327, + "TP": 2813, + "n_pred": 2840, + "n_ref": 3342 + }, + "9": { + "Dice": 0.9372619763479655, + "FN": 212, + "FP": 101, + "IoU": 0.8819313466616371, + "TN": 523045, + "TP": 2338, + "n_pred": 2439, + "n_ref": 2550 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9478135396208265, + "FN": 1455, + "FP": 1149, + "IoU": 0.9008037789036608, + "TN": 499445, + "TP": 23647, + "n_pred": 24796, + "n_ref": 25102 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 307, + "IoU": 0.0, + "TN": 525389, + "TP": 0, + "n_pred": 307, + "n_ref": 0 + }, + "3": { + "Dice": 0.9651448379173997, + "FN": 1508, + "FP": 2494, + "IoU": 0.9326376030971217, + "TN": 466286, + "TP": 55408, + "n_pred": 57902, + "n_ref": 56916 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.24095739930338483, + "FN": 5006, + "FP": 3493, + "IoU": 0.1369821283509342, + "TN": 515848, + "TP": 1349, + "n_pred": 4842, + "n_ref": 6355 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9658412500648912, + "FN": 342, + "FP": 974, + "IoU": 0.9339390592841725, + "TN": 505775, + "TP": 18605, + "n_pred": 19579, + "n_ref": 18947 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3574, + "IoU": 0.0, + "TN": 522122, + "TP": 0, + "n_pred": 3574, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.45524423506074885, + "FN": 2177, + "FP": 20, + "IoU": 0.2947030497592295, + "TN": 522581, + "TP": 918, + "n_pred": 938, + "n_ref": 3095 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7686397268070575, + "FN": 16981, + "FP": 905, + "IoU": 0.6242200138664201, + "TN": 478099, + "TP": 29711, + "n_pred": 30616, + "n_ref": 46692 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 16652, + "IoU": 0.0, + "TN": 509044, + "TP": 0, + "n_pred": 16652, + "n_ref": 0 + }, + "4": { + "Dice": 0.2807017543859649, + "FN": 4, + "FP": 37, + "IoU": 0.16326530612244897, + "TN": 525647, + "TP": 8, + "n_pred": 45, + "n_ref": 12 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9662158722617209, + "FN": 5439, + "FP": 534, + "IoU": 0.9346398791937496, + "TN": 434310, + "TP": 85413, + "n_pred": 85947, + "n_ref": 90852 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 309, + "IoU": 0.0, + "TN": 525387, + "TP": 0, + "n_pred": 309, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9741035856573705, + "FN": 171, + "FP": 193, + "IoU": 0.9495145631067962, + "TN": 693718, + "TP": 6846, + "n_pred": 7039, + "n_ref": 7017 + }, + "10": { + "Dice": 0.5091548836906236, + "FN": 7449, + "FP": 84, + "IoU": 0.341520979020979, + "TN": 689488, + "TP": 3907, + "n_pred": 3991, + "n_ref": 11356 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5885854341736695, + "FN": 2261, + "FP": 89, + "IoU": 0.41701810965021086, + "TN": 696897, + "TP": 1681, + "n_pred": 1770, + "n_ref": 3942 + }, + "13": { + "Dice": 0.7702646600934094, + "FN": 1808, + "FP": 7046, + "IoU": 0.6263662066928303, + "TN": 677231, + "TP": 14843, + "n_pred": 21889, + "n_ref": 16651 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8237557855322689, + "FN": 345, + "FP": 3044, + "IoU": 0.7003271730480148, + "TN": 689619, + "TP": 7920, + "n_pred": 10964, + "n_ref": 8265 + }, + "3": { + "Dice": 0.9435570998919613, + "FN": 3264, + "FP": 602, + "IoU": 0.8931453841901603, + "TN": 664748, + "TP": 32314, + "n_pred": 32916, + "n_ref": 35578 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1214, + "IoU": 0.0, + "TN": 699714, + "TP": 0, + "n_pred": 1214, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 82, + "FP": 0, + "IoU": 0.0, + "TN": 700846, + "TP": 0, + "n_pred": 0, + "n_ref": 82 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.23319407519939234, + "FN": 14116, + "FP": 17, + "IoU": 0.13198624247635427, + "TN": 684646, + "TP": 2149, + "n_pred": 2166, + "n_ref": 16265 + }, + "8": { + "Dice": 0.9532744552761054, + "FN": 1278, + "FP": 251, + "IoU": 0.9107205418661684, + "TN": 683802, + "TP": 15597, + "n_pred": 15848, + "n_ref": 16875 + }, + "9": { + "Dice": 0.9658267678122789, + "FN": 552, + "FP": 849, + "IoU": 0.9339119769800462, + "TN": 679729, + "TP": 19798, + "n_pred": 20647, + "n_ref": 20350 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.022682251177914402, + "FN": 123802, + "FP": 31, + "IoU": 0.01147122216013411, + "TN": 575658, + "TP": 1437, + "n_pred": 1468, + "n_ref": 125239 + }, + "10": { + "Dice": 0.7760828896244064, + "FN": 5043, + "FP": 1181, + "IoU": 0.6340975896531452, + "TN": 683918, + "TP": 10786, + "n_pred": 11967, + "n_ref": 15829 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1588, + "IoU": 0.0, + "TN": 699340, + "TP": 0, + "n_pred": 1588, + "n_ref": 0 + }, + "12": { + "Dice": 0.2368011078414402, + "FN": 4409, + "FP": 0, + "IoU": 0.13430198311407815, + "TN": 695835, + "TP": 684, + "n_pred": 684, + "n_ref": 5093 + }, + "13": { + "Dice": 0.0, + "FN": 2, + "FP": 2714, + "IoU": 0.0, + "TN": 698212, + "TP": 0, + "n_pred": 2714, + "n_ref": 2 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 23499, + "IoU": 0.0, + "TN": 677429, + "TP": 0, + "n_pred": 23499, + "n_ref": 0 + }, + "3": { + "Dice": 0.021400699947705056, + "FN": 24315, + "FP": 12, + "IoU": 0.010816085878095393, + "TN": 676335, + "TP": 266, + "n_pred": 278, + "n_ref": 24581 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 700916, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.002180481130999886, + "FN": 2, + "FP": 140028, + "IoU": 0.0010914304872916116, + "TN": 560745, + "TP": 153, + "n_pred": 140181, + "n_ref": 155 + }, + "7": { + "Dice": 0.00952587140073609, + "FN": 38, + "FP": 13687, + "IoU": 0.004785729823798129, + "TN": 687137, + "TP": 66, + "n_pred": 13753, + "n_ref": 104 + }, + "8": { + "Dice": 0.9565636135991524, + "FN": 841, + "FP": 61, + "IoU": 0.9167435850101532, + "TN": 690094, + "TP": 9932, + "n_pred": 9993, + "n_ref": 10773 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 70, + "IoU": 0.0, + "TN": 876090, + "TP": 0, + "n_pred": 70, + "n_ref": 0 + }, + "10": { + "Dice": 0.7062185080496497, + "FN": 7952, + "FP": 1610, + "IoU": 0.5458560911897411, + "TN": 855105, + "TP": 11493, + "n_pred": 13103, + "n_ref": 19445 + }, + "11": { + "Dice": 0.7717149220489977, + "FN": 260, + "FP": 150, + "IoU": 0.628286491387126, + "TN": 875057, + "TP": 693, + "n_pred": 843, + "n_ref": 953 + }, + "12": { + "Dice": 0.34699940582293526, + "FN": 972, + "FP": 127, + "IoU": 0.20992092020129402, + "TN": 874769, + "TP": 292, + "n_pred": 419, + "n_ref": 1264 + }, + "13": { + "Dice": 0.4888621580682527, + "FN": 17056, + "FP": 5890, + "IoU": 0.32350599958725196, + "TN": 842241, + "TP": 10973, + "n_pred": 16863, + "n_ref": 28029 + }, + "14": { + "Dice": 0.9485450500338133, + "FN": 2077, + "FP": 8423, + "IoU": 0.9021261919631621, + "TN": 768879, + "TP": 96781, + "n_pred": 105204, + "n_ref": 98858 + }, + "15": { + "Dice": 0.010530538561829304, + "FN": 2168, + "FP": 17564, + "IoU": 0.005293139083530776, + "TN": 856323, + "TP": 105, + "n_pred": 17669, + "n_ref": 2273 + }, + "2": { + "Dice": 0.9479059082441289, + "FN": 703, + "FP": 4694, + "IoU": 0.9009706600121103, + "TN": 821661, + "TP": 49102, + "n_pred": 53796, + "n_ref": 49805 + }, + "3": { + "Dice": 0.34445446348061315, + "FN": 697, + "FP": 30, + "IoU": 0.20806100217864923, + "TN": 875242, + "TP": 191, + "n_pred": 221, + "n_ref": 888 + }, + "4": { + "Dice": 0.7304852142833058, + "FN": 6841, + "FP": 1152, + "IoU": 0.5754050464807436, + "TN": 857335, + "TP": 10832, + "n_pred": 11984, + "n_ref": 17673 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 63, + "IoU": 0.0, + "TN": 876097, + "TP": 0, + "n_pred": 63, + "n_ref": 0 + }, + "6": { + "Dice": 0.9428374741848676, + "FN": 5902, + "FP": 3232, + "IoU": 0.891856692950676, + "TN": 791698, + "TP": 75328, + "n_pred": 78560, + "n_ref": 81230 + }, + "7": { + "Dice": 0.549421776129173, + "FN": 805, + "FP": 1260, + "IoU": 0.3787605294825511, + "TN": 872836, + "TP": 1259, + "n_pred": 2519, + "n_ref": 2064 + }, + "8": { + "Dice": 0.9465422656468987, + "FN": 487, + "FP": 848, + "IoU": 0.8985099589478486, + "TN": 863006, + "TP": 11819, + "n_pred": 12667, + "n_ref": 12306 + }, + "9": { + "Dice": 0.8746871515301697, + "FN": 2695, + "FP": 2362, + "IoU": 0.777283537390998, + "TN": 853454, + "TP": 17649, + "n_pred": 20011, + "n_ref": 20344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8796992481203008, + "FN": 0, + "FP": 32, + "IoU": 0.785234899328859, + "TN": 876011, + "TP": 117, + "n_pred": 149, + "n_ref": 117 + }, + "10": { + "Dice": 0.7900702448339357, + "FN": 13944, + "FP": 1447, + "IoU": 0.6529885238878994, + "TN": 831807, + "TP": 28962, + "n_pred": 30409, + "n_ref": 42906 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7658364828633265, + "FN": 5359, + "FP": 1890, + "IoU": 0.6205308066795792, + "TN": 857057, + "TP": 11854, + "n_pred": 13744, + "n_ref": 17213 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4330, + "IoU": 0.0, + "TN": 871830, + "TP": 0, + "n_pred": 4330, + "n_ref": 0 + }, + "3": { + "Dice": 0.7264498416624761, + "FN": 19793, + "FP": 334, + "IoU": 0.5704132160846922, + "TN": 829308, + "TP": 26725, + "n_pred": 27059, + "n_ref": 46518 + }, + "4": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 876152, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8870967741935484, + "FN": 14, + "FP": 0, + "IoU": 0.7971014492753623, + "TN": 876091, + "TP": 55, + "n_pred": 55, + "n_ref": 69 + }, + "7": { + "Dice": 0.8277302943969611, + "FN": 867, + "FP": 40, + "IoU": 0.7060920285158782, + "TN": 873074, + "TP": 2179, + "n_pred": 2219, + "n_ref": 3046 + }, + "8": { + "Dice": 0.8656716417910447, + "FN": 25, + "FP": 2, + "IoU": 0.7631578947368421, + "TN": 876046, + "TP": 87, + "n_pred": 89, + "n_ref": 112 + }, + "9": { + "Dice": 0.8957945664309639, + "FN": 543, + "FP": 577, + "IoU": 0.8112571621166161, + "TN": 870226, + "TP": 4814, + "n_pred": 5391, + "n_ref": 5357 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7815531540588088, + "FN": 6364, + "FP": 2328, + "IoU": 0.6414339342436368, + "TN": 501455, + "TP": 15549, + "n_pred": 17877, + "n_ref": 21913 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.18382352941176472, + "FN": 428, + "FP": 16, + "IoU": 0.10121457489878542, + "TN": 525202, + "TP": 50, + "n_pred": 66, + "n_ref": 478 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 525693, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.722579638944126, + "FN": 1554, + "FP": 5561, + "IoU": 0.5656553323972895, + "TN": 509315, + "TP": 9266, + "n_pred": 14827, + "n_ref": 10820 + }, + "6": { + "Dice": 0.8842857340662689, + "FN": 5378, + "FP": 2979, + "IoU": 0.7925736553401673, + "TN": 485407, + "TP": 31932, + "n_pred": 34911, + "n_ref": 37310 + }, + "7": { + "Dice": 0.13927691043549711, + "FN": 30921, + "FP": 6789, + "IoU": 0.07485096047692648, + "TN": 484935, + "TP": 3051, + "n_pred": 9840, + "n_ref": 33972 + }, + "8": { + "Dice": 0.9721384633940418, + "FN": 1099, + "FP": 749, + "IoU": 0.9457873738559024, + "TN": 491608, + "TP": 32240, + "n_pred": 32989, + "n_ref": 33339 + }, + "9": { + "Dice": 0.8227536413338341, + "FN": 2156, + "FP": 2091, + "IoU": 0.6988797504254113, + "TN": 511592, + "TP": 9857, + "n_pred": 11948, + "n_ref": 12013 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 82, + "FP": 0, + "IoU": 0.0, + "TN": 876078, + "TP": 0, + "n_pred": 0, + "n_ref": 82 + }, + "10": { + "Dice": 0.7995694809854101, + "FN": 1319, + "FP": 357, + "IoU": 0.6660689380354652, + "TN": 871141, + "TP": 3343, + "n_pred": 3700, + "n_ref": 4662 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1572, + "IoU": 0.0, + "TN": 874588, + "TP": 0, + "n_pred": 1572, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9479728813559322, + "FN": 6069, + "FP": 1605, + "IoU": 0.9010916777295166, + "TN": 798573, + "TP": 69913, + "n_pred": 71518, + "n_ref": 75982 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 956, + "IoU": 0.0, + "TN": 875204, + "TP": 0, + "n_pred": 956, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4945067564981051, + "FN": 13080, + "FP": 125, + "IoU": 0.3284682668836452, + "TN": 856496, + "TP": 6459, + "n_pred": 6584, + "n_ref": 19539 + }, + "7": { + "Dice": 0.7215218588974949, + "FN": 12616, + "FP": 21756, + "IoU": 0.5643599493029151, + "TN": 797260, + "TP": 44528, + "n_pred": 66284, + "n_ref": 57144 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 6, + "FP": 8, + "IoU": 0.0, + "TN": 876146, + "TP": 0, + "n_pred": 8, + "n_ref": 6 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 199, + "IoU": 0.0, + "TN": 875961, + "TP": 0, + "n_pred": 199, + "n_ref": 0 + }, + "10": { + "Dice": 0.87315387493672, + "FN": 1931, + "FP": 3832, + "IoU": 0.774865223845613, + "TN": 850562, + "TP": 19835, + "n_pred": 23667, + "n_ref": 21766 + }, + "11": { + "Dice": 0.6545454545454545, + "FN": 74, + "FP": 2, + "IoU": 0.4864864864864865, + "TN": 876012, + "TP": 72, + "n_pred": 74, + "n_ref": 146 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8287600577676913, + "FN": 3818, + "FP": 1162, + "IoU": 0.707592038048265, + "TN": 859129, + "TP": 12051, + "n_pred": 13213, + "n_ref": 15869 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.14094924037215875, + "FN": 36445, + "FP": 26, + "IoU": 0.07581785469933862, + "TN": 836697, + "TP": 2992, + "n_pred": 3018, + "n_ref": 39437 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 36203, + "IoU": 0.0, + "TN": 839957, + "TP": 0, + "n_pred": 36203, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9636091625386483, + "FN": 5042, + "FP": 431, + "IoU": 0.9297739112582442, + "TN": 798226, + "TP": 72461, + "n_pred": 72892, + "n_ref": 77503 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3993, + "IoU": 0.0, + "TN": 872167, + "TP": 0, + "n_pred": 3993, + "n_ref": 0 + }, + "8": { + "Dice": 0.8568217576983592, + "FN": 88, + "FP": 1186, + "IoU": 0.7495084545812033, + "TN": 871074, + "TP": 3812, + "n_pred": 4998, + "n_ref": 3900 + }, + "9": { + "Dice": 0.6703865437489892, + "FN": 1938, + "FP": 2138, + "IoU": 0.5041965697603698, + "TN": 867939, + "TP": 4145, + "n_pred": 6283, + "n_ref": 6083 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7233903712296984, + "FN": 11345, + "FP": 3915, + "IoU": 0.5666496279888681, + "TN": 1016178, + "TP": 19954, + "n_pred": 23869, + "n_ref": 31299 + }, + "11": { + "Dice": 0.5481417083242773, + "FN": 918, + "FP": 1161, + "IoU": 0.3775449101796407, + "TN": 1048052, + "TP": 1261, + "n_pred": 2422, + "n_ref": 2179 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 227, + "IoU": 0.0, + "TN": 1051165, + "TP": 0, + "n_pred": 227, + "n_ref": 0 + }, + "13": { + "Dice": 0.6984661838391353, + "FN": 4990, + "FP": 8791, + "IoU": 0.5366485105238383, + "TN": 1021650, + "TP": 15961, + "n_pred": 24752, + "n_ref": 20951 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9178944339882757, + "FN": 3152, + "FP": 3697, + "IoU": 0.8482485099594532, + "TN": 1006259, + "TP": 38284, + "n_pred": 41981, + "n_ref": 41436 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3335, + "IoU": 0.0, + "TN": 1048057, + "TP": 0, + "n_pred": 3335, + "n_ref": 0 + }, + "5": { + "Dice": 0.8118174180901708, + "FN": 1224, + "FP": 1464, + "IoU": 0.6832429884515673, + "TN": 1042906, + "TP": 5798, + "n_pred": 7262, + "n_ref": 7022 + }, + "6": { + "Dice": 0.9333078122009242, + "FN": 3581, + "FP": 8614, + "IoU": 0.8749551397077673, + "TN": 953867, + "TP": 85330, + "n_pred": 93944, + "n_ref": 88911 + }, + "7": { + "Dice": 0.7472802097056787, + "FN": 16362, + "FP": 2245, + "IoU": 0.5965262267710388, + "TN": 1005275, + "TP": 27510, + "n_pred": 29755, + "n_ref": 43872 + }, + "8": { + "Dice": 0.8889056452018298, + "FN": 3641, + "FP": 779, + "IoU": 0.8000271456363389, + "TN": 1029289, + "TP": 17683, + "n_pred": 18462, + "n_ref": 21324 + }, + "9": { + "Dice": 0.8397640564965637, + "FN": 7602, + "FP": 1281, + "IoU": 0.7237873134328359, + "TN": 1019232, + "TP": 23277, + "n_pred": 24558, + "n_ref": 30879 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8433001107419712, + "FN": 459, + "FP": 673, + "IoU": 0.7290569650550502, + "TN": 521518, + "TP": 3046, + "n_pred": 3719, + "n_ref": 3505 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.49441246190314936, + "FN": 1354, + "FP": 139, + "IoU": 0.3283850652271705, + "TN": 523473, + "TP": 730, + "n_pred": 869, + "n_ref": 2084 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1430, + "IoU": 0.0, + "TN": 524266, + "TP": 0, + "n_pred": 1430, + "n_ref": 0 + }, + "7": { + "Dice": 0.8984477769008156, + "FN": 185, + "FP": 2131, + "IoU": 0.8156197754955815, + "TN": 513135, + "TP": 10245, + "n_pred": 12376, + "n_ref": 10430 + }, + "8": { + "Dice": 0.9522011699177328, + "FN": 1554, + "FP": 497, + "IoU": 0.9087633451957295, + "TN": 503216, + "TP": 20429, + "n_pred": 20926, + "n_ref": 21983 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9682732640465949, + "FN": 4057, + "FP": 693, + "IoU": 0.9384977923944428, + "TN": 798927, + "TP": 72483, + "n_pred": 73176, + "n_ref": 76540 + }, + "10": { + "Dice": 0.0947897721193966, + "FN": 5758, + "FP": 2703, + "IoU": 0.049752920035938904, + "TN": 867256, + "TP": 443, + "n_pred": 3146, + "n_ref": 6201 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.020674646354733407, + "FN": 3417, + "FP": 183, + "IoU": 0.010445299615173173, + "TN": 872522, + "TP": 38, + "n_pred": 221, + "n_ref": 3455 + }, + "13": { + "Dice": 0.5806451612903226, + "FN": 9115, + "FP": 8370, + "IoU": 0.4090909090909091, + "TN": 846570, + "TP": 12105, + "n_pred": 20475, + "n_ref": 21220 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 876140, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "3": { + "Dice": 0.9486439463719168, + "FN": 1525, + "FP": 984, + "IoU": 0.9023051164239545, + "TN": 850478, + "TP": 23173, + "n_pred": 24157, + "n_ref": 24698 + }, + "4": { + "Dice": 0.7114637711422008, + "FN": 5266, + "FP": 1643, + "IoU": 0.5521488299734232, + "TN": 860733, + "TP": 8518, + "n_pred": 10161, + "n_ref": 13784 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9205676192343513, + "FN": 1665, + "FP": 4817, + "IoU": 0.8528256476625117, + "TN": 832117, + "TP": 37561, + "n_pred": 42378, + "n_ref": 39226 + }, + "7": { + "Dice": 0.7407887997268227, + "FN": 20049, + "FP": 10315, + "IoU": 0.588295910619373, + "TN": 802408, + "TP": 43388, + "n_pred": 53703, + "n_ref": 63437 + }, + "8": { + "Dice": 0.9502592352559948, + "FN": 523, + "FP": 91, + "IoU": 0.9052322889334774, + "TN": 869681, + "TP": 5865, + "n_pred": 5956, + "n_ref": 6388 + }, + "9": { + "Dice": 0.15102429728442116, + "FN": 234, + "FP": 3330, + "IoU": 0.08167997938675599, + "TN": 872279, + "TP": 317, + "n_pred": 3647, + "n_ref": 551 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9588278388278388, + "FN": 106, + "FP": 175, + "IoU": 0.9209119054320293, + "TN": 697375, + "TP": 3272, + "n_pred": 3447, + "n_ref": 3378 + }, + "10": { + "Dice": 0.0, + "FN": 2696, + "FP": 1689, + "IoU": 0.0, + "TN": 696543, + "TP": 0, + "n_pred": 1689, + "n_ref": 2696 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 20, + "FP": 13, + "IoU": 0.0, + "TN": 700895, + "TP": 0, + "n_pred": 13, + "n_ref": 20 + }, + "13": { + "Dice": 0.2854531954994574, + "FN": 9229, + "FP": 3282, + "IoU": 0.1664890073284477, + "TN": 685918, + "TP": 2499, + "n_pred": 5781, + "n_ref": 11728 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 11442, + "IoU": 0.0, + "TN": 689486, + "TP": 0, + "n_pred": 11442, + "n_ref": 0 + }, + "3": { + "Dice": 0.8505061078137701, + "FN": 12928, + "FP": 497, + "IoU": 0.7398961522067656, + "TN": 649314, + "TP": 38189, + "n_pred": 38686, + "n_ref": 51117 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 700927, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 47, + "IoU": 0.0, + "TN": 700881, + "TP": 0, + "n_pred": 47, + "n_ref": 0 + }, + "6": { + "Dice": 0.9585348657998721, + "FN": 385, + "FP": 4673, + "IoU": 0.9203715365239294, + "TN": 637408, + "TP": 58462, + "n_pred": 63135, + "n_ref": 58847 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 453, + "IoU": 0.0, + "TN": 700475, + "TP": 0, + "n_pred": 453, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.10999905132340385, + "FN": 37397, + "FP": 129, + "IoU": 0.05820052704228887, + "TN": 1011547, + "TP": 2319, + "n_pred": 2448, + "n_ref": 39716 + }, + "10": { + "Dice": 0.3362639748181917, + "FN": 15648, + "FP": 2697, + "IoU": 0.20211377870563674, + "TN": 1028400, + "TP": 4647, + "n_pred": 7344, + "n_ref": 20295 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 686, + "IoU": 0.0, + "TN": 1050706, + "TP": 0, + "n_pred": 686, + "n_ref": 0 + }, + "12": { + "Dice": 0.083206106870229, + "FN": 1532, + "FP": 870, + "IoU": 0.04340900039824771, + "TN": 1048881, + "TP": 109, + "n_pred": 979, + "n_ref": 1641 + }, + "13": { + "Dice": 0.2763811679047572, + "FN": 5864, + "FP": 8845, + "IoU": 0.1603493549491951, + "TN": 1033874, + "TP": 2809, + "n_pred": 11654, + "n_ref": 8673 + }, + "14": { + "Dice": 0.0, + "FN": 21915, + "FP": 0, + "IoU": 0.0, + "TN": 1029477, + "TP": 0, + "n_pred": 0, + "n_ref": 21915 + }, + "15": { + "Dice": 0.0, + "FN": 9189, + "FP": 0, + "IoU": 0.0, + "TN": 1042203, + "TP": 0, + "n_pred": 0, + "n_ref": 9189 + }, + "2": { + "Dice": 0.3088761334331586, + "FN": 5770, + "FP": 44078, + "IoU": 0.1826454818239953, + "TN": 990405, + "TP": 11139, + "n_pred": 55217, + "n_ref": 16909 + }, + "3": { + "Dice": 0.2599677688910111, + "FN": 42456, + "FP": 7138, + "IoU": 0.1494039962267387, + "TN": 993087, + "TP": 8711, + "n_pred": 15849, + "n_ref": 51167 + }, + "4": { + "Dice": 0.0, + "FN": 1115, + "FP": 147, + "IoU": 0.0, + "TN": 1050130, + "TP": 0, + "n_pred": 147, + "n_ref": 1115 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7730403572700622, + "FN": 2124, + "FP": 39295, + "IoU": 0.6300454638834553, + "TN": 939435, + "TP": 70538, + "n_pred": 109833, + "n_ref": 72662 + }, + "7": { + "Dice": 0.5622742988859009, + "FN": 1927, + "FP": 3770, + "IoU": 0.3910859341598974, + "TN": 1042036, + "TP": 3659, + "n_pred": 7429, + "n_ref": 5586 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.2986811481768813, + "FN": 542, + "FP": 3074, + "IoU": 0.17555859553123576, + "TN": 1047006, + "TP": 770, + "n_pred": 3844, + "n_ref": 1312 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 18316, + "IoU": 0.0, + "TN": 857844, + "TP": 0, + "n_pred": 18316, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 229, + "IoU": 0.0, + "TN": 875931, + "TP": 0, + "n_pred": 229, + "n_ref": 0 + }, + "11": { + "Dice": 0.3738892686261107, + "FN": 1477, + "FP": 355, + "IoU": 0.22992854140395125, + "TN": 873781, + "TP": 547, + "n_pred": 902, + "n_ref": 2024 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 220, + "IoU": 0.0, + "TN": 875940, + "TP": 0, + "n_pred": 220, + "n_ref": 0 + }, + "13": { + "Dice": 0.33854614194878846, + "FN": 0, + "FP": 3849, + "IoU": 0.20376499793131983, + "TN": 871326, + "TP": 985, + "n_pred": 4834, + "n_ref": 985 + }, + "14": { + "Dice": 0.0084530853761623, + "FN": 19568, + "FP": 373, + "IoU": 0.004244482173174873, + "TN": 856134, + "TP": 85, + "n_pred": 458, + "n_ref": 19653 + }, + "15": { + "Dice": 0.41654286287894, + "FN": 14531, + "FP": 0, + "IoU": 0.26305913378638807, + "TN": 856442, + "TP": 5187, + "n_pred": 5187, + "n_ref": 19718 + }, + "2": { + "Dice": 0.9454930542577711, + "FN": 6430, + "FP": 4070, + "IoU": 0.8966209829867675, + "TN": 774592, + "TP": 91068, + "n_pred": 95138, + "n_ref": 97498 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5187, + "IoU": 0.0, + "TN": 870973, + "TP": 0, + "n_pred": 5187, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 761, + "IoU": 0.0, + "TN": 875399, + "TP": 0, + "n_pred": 761, + "n_ref": 0 + }, + "5": { + "Dice": 0.5558333333333333, + "FN": 2116, + "FP": 16, + "IoU": 0.3848817080207732, + "TN": 872694, + "TP": 1334, + "n_pred": 1350, + "n_ref": 3450 + }, + "6": { + "Dice": 0.821536753436395, + "FN": 20300, + "FP": 9276, + "IoU": 0.6971254774656686, + "TN": 778509, + "TP": 68075, + "n_pred": 77351, + "n_ref": 88375 + }, + "7": { + "Dice": 0.14138706743885512, + "FN": 14413, + "FP": 3526, + "IoU": 0.07607128141738773, + "TN": 856744, + "TP": 1477, + "n_pred": 5003, + "n_ref": 15890 + }, + "8": { + "Dice": 0.9275766016713092, + "FN": 37, + "FP": 15, + "IoU": 0.8649350649350649, + "TN": 875775, + "TP": 333, + "n_pred": 348, + "n_ref": 370 + }, + "9": { + "Dice": 0.7886435331230284, + "FN": 2977, + "FP": 3321, + "IoU": 0.6510416666666666, + "TN": 858112, + "TP": 11750, + "n_pred": 15071, + "n_ref": 14727 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9382124331909124, + "FN": 3424, + "FP": 495, + "IoU": 0.8836159534345024, + "TN": 667255, + "TP": 29754, + "n_pred": 30249, + "n_ref": 33178 + }, + "10": { + "Dice": 0.7993558776167472, + "FN": 995, + "FP": 5235, + "IoU": 0.6657725321888412, + "TN": 682288, + "TP": 12410, + "n_pred": 17645, + "n_ref": 13405 + }, + "11": { + "Dice": 0.7227471767688407, + "FN": 399, + "FP": 804, + "IoU": 0.5658607001082642, + "TN": 698157, + "TP": 1568, + "n_pred": 2372, + "n_ref": 1967 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7447363144174854, + "FN": 6706, + "FP": 2205, + "IoU": 0.5932907348242812, + "TN": 679018, + "TP": 12999, + "n_pred": 15204, + "n_ref": 19705 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9650483374057155, + "FN": 403, + "FP": 255, + "IoU": 0.9324574009443646, + "TN": 691186, + "TP": 9084, + "n_pred": 9339, + "n_ref": 9487 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6538152610441768, + "FN": 77, + "FP": 354, + "IoU": 0.48568019093078757, + "TN": 700090, + "TP": 407, + "n_pred": 761, + "n_ref": 484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9197645159758818, + "FN": 2138, + "FP": 4622, + "IoU": 0.8514481606821078, + "TN": 655422, + "TP": 38746, + "n_pred": 43368, + "n_ref": 40884 + }, + "7": { + "Dice": 0.568592517179944, + "FN": 1490, + "FP": 205, + "IoU": 0.397226173541963, + "TN": 698116, + "TP": 1117, + "n_pred": 1322, + "n_ref": 2607 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8697490092470277, + "FN": 1386, + "FP": 4037, + "IoU": 0.769518466573165, + "TN": 677399, + "TP": 18106, + "n_pred": 22143, + "n_ref": 19492 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 22110, + "IoU": 0.0, + "TN": 503586, + "TP": 0, + "n_pred": 22110, + "n_ref": 0 + }, + "3": { + "Dice": 0.6553514748263543, + "FN": 25488, + "FP": 463, + "IoU": 0.4873775284450063, + "TN": 475072, + "TP": 24673, + "n_pred": 25136, + "n_ref": 50161 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7328202308960967, + "FN": 972, + "FP": 0, + "IoU": 0.5783080260303688, + "TN": 523391, + "TP": 1333, + "n_pred": 1333, + "n_ref": 2305 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.07676181261086922, + "FN": 5392, + "FP": 333, + "IoU": 0.039912795572698306, + "TN": 519733, + "TP": 238, + "n_pred": 571, + "n_ref": 5630 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.741948310139165, + "FN": 535, + "FP": 114, + "IoU": 0.5897597977243995, + "TN": 524114, + "TP": 933, + "n_pred": 1047, + "n_ref": 1468 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9912329709054966, + "FN": 1464, + "FP": 1392, + "IoU": 0.9826183274400375, + "TN": 361385, + "TP": 161455, + "n_pred": 162847, + "n_ref": 162919 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 21567, + "IoU": 0.0, + "TN": 504129, + "TP": 0, + "n_pred": 21567, + "n_ref": 0 + }, + "8": { + "Dice": 0.9668529397716961, + "FN": 1054, + "FP": 334, + "IoU": 0.9358328325088993, + "TN": 504065, + "TP": 20243, + "n_pred": 20577, + "n_ref": 21297 + }, + "9": { + "Dice": 0.9317125186606953, + "FN": 661, + "FP": 940, + "IoU": 0.8721552343687615, + "TN": 513173, + "TP": 10922, + "n_pred": 11862, + "n_ref": 11583 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.5459741548402669, + "FN": 1114.971111111111, + "FP": 1085.32, + "IoU": 0.46805068237204533, + "TN": 715835.8577777777, + "TP": 6256.1177777777775, + "n_pred": 7341.437777777779, + "n_ref": 7371.08888888889 + }, + "mean": { + "1": { + "Dice": 0.6698985656794717, + "FN": 536.2666666666667, + "FP": 528.2333333333333, + "IoU": 0.6167192587192786, + "TN": 717085.1666666666, + "TP": 6142.6, + "n_pred": 6670.833333333333, + "n_ref": 6678.866666666667 + }, + "10": { + "Dice": 0.5165654302730402, + "FN": 884.4, + "FP": 2032.9333333333334, + "IoU": 0.40380320001738484, + "TN": 717210.4666666667, + "TP": 4164.466666666666, + "n_pred": 6197.4, + "n_ref": 5048.866666666667 + }, + "11": { + "Dice": 0.42433579618294803, + "FN": 76.1, + "FP": 111.46666666666667, + "IoU": 0.33423925772679147, + "TN": 723979.7666666667, + "TP": 124.93333333333334, + "n_pred": 236.4, + "n_ref": 201.03333333333333 + }, + "12": { + "Dice": 0.28612130662051005, + "FN": 357.8666666666667, + "FP": 39.63333333333333, + "IoU": 0.21194476219940533, + "TN": 723760.1, + "TP": 134.66666666666666, + "n_pred": 174.3, + "n_ref": 492.53333333333336 + }, + "13": { + "Dice": 0.33466115264722474, + "FN": 2519.0, + "FP": 1132.6666666666667, + "IoU": 0.2555679455922673, + "TN": 717646.2333333333, + "TP": 2994.366666666667, + "n_pred": 4127.033333333334, + "n_ref": 5513.366666666667 + }, + "14": { + "Dice": 0.8252473972425276, + "FN": 1888.1666666666667, + "FP": 1037.8333333333333, + "IoU": 0.7109397714214168, + "TN": 715454.5666666667, + "TP": 5911.7, + "n_pred": 6949.533333333334, + "n_ref": 7799.866666666667 + }, + "15": { + "Dice": 0.3701778712973566, + "FN": 603.7333333333333, + "FP": 802.8, + "IoU": 0.28910867435295295, + "TN": 721346.6, + "TP": 1539.1333333333334, + "n_pred": 2341.9333333333334, + "n_ref": 2142.866666666667 + }, + "2": { + "Dice": 0.5371316104691296, + "FN": 1223.3, + "FP": 830.5333333333333, + "IoU": 0.4838985579759438, + "TN": 715041.3333333334, + "TP": 7197.1, + "n_pred": 8027.633333333333, + "n_ref": 8420.4 + }, + "3": { + "Dice": 0.7051522886182737, + "FN": 820.6666666666666, + "FP": 1571.4, + "IoU": 0.6657713908357721, + "TN": 708608.3333333334, + "TP": 13291.866666666667, + "n_pred": 14863.266666666666, + "n_ref": 14112.533333333333 + }, + "4": { + "Dice": 0.29153787897642586, + "FN": 842.9333333333333, + "FP": 793.6666666666666, + "IoU": 0.2301149096090682, + "TN": 721379.1666666666, + "TP": 1276.5, + "n_pred": 2070.1666666666665, + "n_ref": 2119.4333333333334 + }, + "5": { + "Dice": 0.5253250933789131, + "FN": 256.26666666666665, + "FP": 179.96666666666667, + "IoU": 0.4181978964000477, + "TN": 723448.5333333333, + "TP": 407.5, + "n_pred": 587.4666666666667, + "n_ref": 663.7666666666667 + }, + "6": { + "Dice": 0.7301427303566144, + "FN": 1644.3333333333333, + "FP": 3218.9333333333334, + "IoU": 0.6595203507967242, + "TN": 690238.4333333333, + "TP": 29190.566666666666, + "n_pred": 32409.5, + "n_ref": 30834.9 + }, + "7": { + "Dice": 0.4530949247691863, + "FN": 4149.6, + "FP": 2507.266666666667, + "IoU": 0.37567462667622364, + "TN": 704798.2333333333, + "TP": 12837.166666666666, + "n_pred": 15344.433333333332, + "n_ref": 16986.766666666666 + }, + "8": { + "Dice": 0.7356769715353693, + "FN": 259.4, + "FP": 312.56666666666666, + "IoU": 0.6739818971459249, + "TN": 719837.8666666667, + "TP": 3882.4333333333334, + "n_pred": 4195.0, + "n_ref": 4141.833333333333 + }, + "9": { + "Dice": 0.7845433045570135, + "FN": 662.5333333333333, + "FP": 1179.9, + "IoU": 0.6912777361114781, + "TN": 717703.0666666667, + "TP": 4746.766666666666, + "n_pred": 5926.666666666667, + "n_ref": 5409.3 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6793666423149001, + "FN": 38777, + "FP": 1601, + "IoU": 0.5144248692201311, + "TN": 617773, + "TP": 42777, + "n_pred": 44378, + "n_ref": 81554 + }, + "15": { + "Dice": 0.506931007977948, + "FN": 4689, + "FP": 13914, + "IoU": 0.33952282894269686, + "TN": 672762, + "TP": 9563, + "n_pred": 23477, + "n_ref": 14252 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 32, + "IoU": 0.0, + "TN": 700896, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0411522633744856, + "FN": 3, + "FP": 230, + "IoU": 0.02100840336134454, + "TN": 525458, + "TP": 5, + "n_pred": 235, + "n_ref": 8 + }, + "10": { + "Dice": 0.059154929577464786, + "FN": 257, + "FP": 411, + "IoU": 0.030478955007256895, + "TN": 525007, + "TP": 21, + "n_pred": 432, + "n_ref": 278 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 648, + "IoU": 0.0, + "TN": 525048, + "TP": 0, + "n_pred": 648, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4835045625678004, + "FN": 2667, + "FP": 13521, + "IoU": 0.3188302124973701, + "TN": 501931, + "TP": 7577, + "n_pred": 21098, + "n_ref": 10244 + }, + "7": { + "Dice": 0.9292972527385425, + "FN": 7281, + "FP": 1639, + "IoU": 0.867932070890274, + "TN": 458155, + "TP": 58621, + "n_pred": 60260, + "n_ref": 65902 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.48507119889756545, + "FN": 694, + "FP": 427, + "IoU": 0.32019405700424497, + "TN": 1049743, + "TP": 528, + "n_pred": 955, + "n_ref": 1222 + }, + "11": { + "Dice": 0.0, + "FN": 70, + "FP": 0, + "IoU": 0.0, + "TN": 1051322, + "TP": 0, + "n_pred": 0, + "n_ref": 70 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5128742800343132, + "FN": 28224, + "FP": 7551, + "IoU": 0.3448762086141225, + "TN": 996784, + "TP": 18833, + "n_pred": 26384, + "n_ref": 47057 + }, + "14": { + "Dice": 0.7950399327448507, + "FN": 7189, + "FP": 2563, + "IoU": 0.6598060420009768, + "TN": 1022726, + "TP": 18914, + "n_pred": 21477, + "n_ref": 26103 + }, + "15": { + "Dice": 0.8214507900958069, + "FN": 4517, + "FP": 1223, + "IoU": 0.6970016891891891, + "TN": 1032448, + "TP": 13204, + "n_pred": 14427, + "n_ref": 17721 + }, + "2": { + "Dice": 0.9231144690413968, + "FN": 2242, + "FP": 5319, + "IoU": 0.8572076070329172, + "TN": 998441, + "TP": 45390, + "n_pred": 50709, + "n_ref": 47632 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 14295, + "IoU": 0.0, + "TN": 1037097, + "TP": 0, + "n_pred": 14295, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8735087477613996, + "FN": 599, + "FP": 3992, + "IoU": 0.7754243506334687, + "TN": 1030949, + "TP": 15852, + "n_pred": 19844, + "n_ref": 16451 + }, + "7": { + "Dice": 0.7086740681699794, + "FN": 42620, + "FP": 3799, + "IoU": 0.5487956608798772, + "TN": 948514, + "TP": 56459, + "n_pred": 60258, + "n_ref": 99079 + }, + "8": { + "Dice": 0.8344954128440367, + "FN": 348, + "FP": 103, + "IoU": 0.7159949622166247, + "TN": 1049804, + "TP": 1137, + "n_pred": 1240, + "n_ref": 1485 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 41, + "IoU": 0.0, + "TN": 876119, + "TP": 0, + "n_pred": 41, + "n_ref": 0 + }, + "10": { + "Dice": 0.2113970588235294, + "FN": 535, + "FP": 2897, + "IoU": 0.11819116135662898, + "TN": 872268, + "TP": 460, + "n_pred": 3357, + "n_ref": 995 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.06264501160092807, + "FN": 2357, + "FP": 67, + "IoU": 0.032335329341317366, + "TN": 873655, + "TP": 81, + "n_pred": 148, + "n_ref": 2438 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.010394478998040385, + "FN": 11390, + "FP": 225, + "IoU": 0.005224391915039397, + "TN": 864484, + "TP": 61, + "n_pred": 286, + "n_ref": 11451 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5568632160441935, + "FN": 5291, + "FP": 24229, + "IoU": 0.3858700174752434, + "TN": 828092, + "TP": 18548, + "n_pred": 42777, + "n_ref": 23839 + }, + "7": { + "Dice": 0.8504266819611728, + "FN": 27535, + "FP": 6889, + "IoU": 0.7397759400087689, + "TN": 743874, + "TP": 97862, + "n_pred": 104751, + "n_ref": 125397 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8579283750490949, + "FN": 4333, + "FP": 3625, + "IoU": 0.751203651597574, + "TN": 668942, + "TP": 24028, + "n_pred": 27653, + "n_ref": 28361 + }, + "15": { + "Dice": 0.5839561534628799, + "FN": 1634, + "FP": 36, + "IoU": 0.4123856439127375, + "TN": 698086, + "TP": 1172, + "n_pred": 1208, + "n_ref": 2806 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9388915206063477, + "FN": 365, + "FP": 4666, + "IoU": 0.8848214285714285, + "TN": 657248, + "TP": 38649, + "n_pred": 43315, + "n_ref": 39014 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.44526050034427356, + "FN": 1084, + "FP": 1333, + "IoU": 0.2863891349276646, + "TN": 522309, + "TP": 970, + "n_pred": 2303, + "n_ref": 2054 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 57, + "IoU": 0.0, + "TN": 525639, + "TP": 0, + "n_pred": 57, + "n_ref": 0 + }, + "13": { + "Dice": 0.29577464788732394, + "FN": 6, + "FP": 94, + "IoU": 0.17355371900826447, + "TN": 525575, + "TP": 21, + "n_pred": 115, + "n_ref": 27 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9520019895548371, + "FN": 100, + "FP": 93, + "IoU": 0.9084005695301376, + "TN": 523589, + "TP": 1914, + "n_pred": 2007, + "n_ref": 2014 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 525669, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9042884228503612, + "FN": 12149, + "FP": 1077, + "IoU": 0.8252978627849841, + "TN": 449990, + "TP": 62480, + "n_pred": 63557, + "n_ref": 74629 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 20587, + "IoU": 0.0, + "TN": 505109, + "TP": 0, + "n_pred": 20587, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 525691, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "9": { + "Dice": 0.8699968384445147, + "FN": 965, + "FP": 3147, + "IoU": 0.7699065525152482, + "TN": 507825, + "TP": 13759, + "n_pred": 16906, + "n_ref": 14724 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9277270474976994, + "FN": 881, + "FP": 140, + "IoU": 0.8651967256403486, + "TN": 693354, + "TP": 6553, + "n_pred": 6693, + "n_ref": 7434 + }, + "10": { + "Dice": 0.6598715229564979, + "FN": 1282, + "FP": 21009, + "IoU": 0.49239422507628544, + "TN": 657014, + "TP": 21623, + "n_pred": 42632, + "n_ref": 22905 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 700900, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "13": { + "Dice": 0.6758007874853676, + "FN": 5188, + "FP": 6998, + "IoU": 0.5103467673885964, + "TN": 676041, + "TP": 12701, + "n_pred": 19699, + "n_ref": 17889 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.3411371237458194, + "FN": 79, + "FP": 118, + "IoU": 0.2056451612903226, + "TN": 700680, + "TP": 51, + "n_pred": 169, + "n_ref": 130 + }, + "3": { + "Dice": 0.9075967200086695, + "FN": 3316, + "FP": 1800, + "IoU": 0.8308257002083265, + "TN": 670687, + "TP": 25125, + "n_pred": 26925, + "n_ref": 28441 + }, + "4": { + "Dice": 0.43478260869565216, + "FN": 11, + "FP": 2, + "IoU": 0.2777777777777778, + "TN": 700910, + "TP": 5, + "n_pred": 7, + "n_ref": 16 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.739193083573487, + "FN": 10, + "FP": 352, + "IoU": 0.5862857142857143, + "TN": 700053, + "TP": 513, + "n_pred": 865, + "n_ref": 523 + }, + "8": { + "Dice": 0.8803593303389139, + "FN": 342, + "FP": 830, + "IoU": 0.7862873814733771, + "TN": 695444, + "TP": 4312, + "n_pred": 5142, + "n_ref": 4654 + }, + "9": { + "Dice": 0.9361368561811223, + "FN": 1816, + "FP": 954, + "IoU": 0.8799410540915396, + "TN": 677856, + "TP": 20302, + "n_pred": 21256, + "n_ref": 22118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9163722025912838, + "FN": 250, + "FP": 673, + "IoU": 0.8456521739130435, + "TN": 694948, + "TP": 5057, + "n_pred": 5730, + "n_ref": 5307 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9498162478029628, + "FN": 1966, + "FP": 6828, + "IoU": 0.9044286257675379, + "TN": 608913, + "TP": 83221, + "n_pred": 90049, + "n_ref": 85187 + }, + "4": { + "Dice": 0.1563573883161512, + "FN": 982, + "FP": 0, + "IoU": 0.08480894687791239, + "TN": 699855, + "TP": 91, + "n_pred": 91, + "n_ref": 1073 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6308139534883721, + "FN": 408, + "FP": 100, + "IoU": 0.4607218683651805, + "TN": 699986, + "TP": 434, + "n_pred": 534, + "n_ref": 842 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1420, + "IoU": 0.0, + "TN": 699508, + "TP": 0, + "n_pred": 1420, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 51, + "IoU": 0.0, + "TN": 700877, + "TP": 0, + "n_pred": 51, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9295606850335071, + "FN": 1332, + "FP": 87, + "IoU": 0.8683917640511964, + "TN": 690146, + "TP": 9363, + "n_pred": 9450, + "n_ref": 10695 + }, + "10": { + "Dice": 0.645560844849101, + "FN": 1265, + "FP": 6404, + "IoU": 0.47662594690507065, + "TN": 686275, + "TP": 6984, + "n_pred": 13388, + "n_ref": 8249 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.765221426913946, + "FN": 8556, + "FP": 4597, + "IoU": 0.619723603561929, + "TN": 666340, + "TP": 21435, + "n_pred": 26032, + "n_ref": 29991 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7815191855912295, + "FN": 23, + "FP": 256, + "IoU": 0.6413881748071979, + "TN": 700150, + "TP": 499, + "n_pred": 755, + "n_ref": 522 + }, + "3": { + "Dice": 0.9603328320567359, + "FN": 2635, + "FP": 4144, + "IoU": 0.9236925639928859, + "TN": 612090, + "TP": 82059, + "n_pred": 86203, + "n_ref": 84694 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.09360936093609361, + "FN": 1007, + "FP": 0, + "IoU": 0.049102927289896126, + "TN": 699869, + "TP": 52, + "n_pred": 52, + "n_ref": 1059 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1299, + "IoU": 0.0, + "TN": 699629, + "TP": 0, + "n_pred": 1299, + "n_ref": 0 + }, + "8": { + "Dice": 0.9247542100652195, + "FN": 1736, + "FP": 583, + "IoU": 0.8600398334238638, + "TN": 684359, + "TP": 14250, + "n_pred": 14833, + "n_ref": 15986 + }, + "9": { + "Dice": 0.9374355126160773, + "FN": 325, + "FP": 1009, + "IoU": 0.8822387005649718, + "TN": 689600, + "TP": 9994, + "n_pred": 11003, + "n_ref": 10319 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.922566371681416, + "FN": 601, + "FP": 939, + "IoU": 0.8562628336755647, + "TN": 865446, + "TP": 9174, + "n_pred": 10113, + "n_ref": 9775 + }, + "10": { + "Dice": 0.8300273597811217, + "FN": 783, + "FP": 211, + "IoU": 0.709441683718211, + "TN": 872739, + "TP": 2427, + "n_pred": 2638, + "n_ref": 3210 + }, + "11": { + "Dice": 0.5535666577611541, + "FN": 764, + "FP": 907, + "IoU": 0.38271148873291466, + "TN": 873453, + "TP": 1036, + "n_pred": 1943, + "n_ref": 1800 + }, + "12": { + "Dice": 0.5668923651646043, + "FN": 1431, + "FP": 424, + "IoU": 0.39556858911697623, + "TN": 873091, + "TP": 1214, + "n_pred": 1638, + "n_ref": 2645 + }, + "13": { + "Dice": 0.0, + "FN": 74, + "FP": 0, + "IoU": 0.0, + "TN": 876086, + "TP": 0, + "n_pred": 0, + "n_ref": 74 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9417902012780942, + "FN": 1226, + "FP": 113, + "IoU": 0.8899843891216827, + "TN": 863989, + "TP": 10832, + "n_pred": 10945, + "n_ref": 12058 + }, + "3": { + "Dice": 0.9440496446802122, + "FN": 179, + "FP": 380, + "IoU": 0.8940284360189573, + "TN": 870885, + "TP": 4716, + "n_pred": 5096, + "n_ref": 4895 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 876144, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "5": { + "Dice": 0.8650380456547857, + "FN": 301, + "FP": 373, + "IoU": 0.7621736062103035, + "TN": 873326, + "TP": 2160, + "n_pred": 2533, + "n_ref": 2461 + }, + "6": { + "Dice": 0.9596285371624906, + "FN": 4430, + "FP": 552, + "IoU": 0.9223902917763619, + "TN": 811967, + "TP": 59211, + "n_pred": 59763, + "n_ref": 63641 + }, + "7": { + "Dice": 0.9082577946010559, + "FN": 2424, + "FP": 6786, + "IoU": 0.8319343065693431, + "TN": 821360, + "TP": 45590, + "n_pred": 52376, + "n_ref": 48014 + }, + "8": { + "Dice": 0.9571457046043452, + "FN": 362, + "FP": 713, + "IoU": 0.9178134556574924, + "TN": 863080, + "TP": 12005, + "n_pred": 12718, + "n_ref": 12367 + }, + "9": { + "Dice": 0.9109420713867759, + "FN": 134, + "FP": 627, + "IoU": 0.8364496024070492, + "TN": 871507, + "TP": 3892, + "n_pred": 4519, + "n_ref": 4026 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 700920, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3174, + "IoU": 0.0, + "TN": 697754, + "TP": 0, + "n_pred": 3174, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9354385009754549, + "FN": 2313, + "FP": 533, + "IoU": 0.8787078077054211, + "TN": 677464, + "TP": 20618, + "n_pred": 21151, + "n_ref": 22931 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 645, + "IoU": 0.0, + "TN": 700283, + "TP": 0, + "n_pred": 645, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9289528399962197, + "FN": 7012, + "FP": 11030, + "IoU": 0.8673314067635834, + "TN": 564935, + "TP": 117951, + "n_pred": 128981, + "n_ref": 124963 + }, + "10": { + "Dice": 0.06068601583113457, + "FN": 699, + "FP": 13, + "IoU": 0.031292517006802724, + "TN": 700193, + "TP": 23, + "n_pred": 36, + "n_ref": 722 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 700910, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 7754, + "IoU": 0.0, + "TN": 693174, + "TP": 0, + "n_pred": 7754, + "n_ref": 0 + }, + "7": { + "Dice": 0.6374935472342453, + "FN": 16833, + "FP": 1425, + "IoU": 0.46788295640009325, + "TN": 666616, + "TP": 16054, + "n_pred": 17479, + "n_ref": 32887 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6976629766297663, + "FN": 2329, + "FP": 129, + "IoU": 0.5357007933509633, + "TN": 870866, + "TP": 2836, + "n_pred": 2965, + "n_ref": 5165 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.791880737808473, + "FN": 2342, + "FP": 129, + "IoU": 0.6554656999442275, + "TN": 868988, + "TP": 4701, + "n_pred": 4830, + "n_ref": 7043 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9697884888122519, + "FN": 3384, + "FP": 2538, + "IoU": 0.9413489155194612, + "TN": 775190, + "TP": 95048, + "n_pred": 97586, + "n_ref": 98432 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 759, + "IoU": 0.0, + "TN": 875401, + "TP": 0, + "n_pred": 759, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.823556161891769, + "FN": 21, + "FP": 755, + "IoU": 0.7000386548125241, + "TN": 873573, + "TP": 1811, + "n_pred": 2566, + "n_ref": 1832 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5126600840746897, + "FN": 4869, + "FP": 116, + "IoU": 0.3446825292493756, + "TN": 868553, + "TP": 2622, + "n_pred": 2738, + "n_ref": 7491 + }, + "10": { + "Dice": 0.5567177491283548, + "FN": 1819, + "FP": 3648, + "IoU": 0.3857303370786517, + "TN": 867260, + "TP": 3433, + "n_pred": 7081, + "n_ref": 5252 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 370, + "IoU": 0.0, + "TN": 875790, + "TP": 0, + "n_pred": 370, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 6892, + "FP": 0, + "IoU": 0.0, + "TN": 869268, + "TP": 0, + "n_pred": 0, + "n_ref": 6892 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 564, + "IoU": 0.0, + "TN": 875596, + "TP": 0, + "n_pred": 564, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 859, + "IoU": 0.0, + "TN": 875301, + "TP": 0, + "n_pred": 859, + "n_ref": 0 + }, + "3": { + "Dice": 0.9392775046561184, + "FN": 1640, + "FP": 1979, + "IoU": 0.8855072922268974, + "TN": 844551, + "TP": 27990, + "n_pred": 29969, + "n_ref": 29630 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 876149, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 1314, + "FP": 0, + "IoU": 0.0, + "TN": 874846, + "TP": 0, + "n_pred": 0, + "n_ref": 1314 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 4674, + "IoU": 0.0, + "TN": 871486, + "TP": 0, + "n_pred": 4674, + "n_ref": 0 + }, + "7": { + "Dice": 0.6813651464814255, + "FN": 7204, + "FP": 2291, + "IoU": 0.5167201099404489, + "TN": 856513, + "TP": 10152, + "n_pred": 12443, + "n_ref": 17356 + }, + "8": { + "Dice": 0.9500366032210834, + "FN": 311, + "FP": 235, + "IoU": 0.9048283074777759, + "TN": 870423, + "TP": 5191, + "n_pred": 5426, + "n_ref": 5502 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 576, + "IoU": 0.0, + "TN": 875584, + "TP": 0, + "n_pred": 576, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.953072676260295, + "FN": 385, + "FP": 1689, + "IoU": 0.9103522800950941, + "TN": 677793, + "TP": 21061, + "n_pred": 22750, + "n_ref": 21446 + }, + "10": { + "Dice": 0.7981856990394878, + "FN": 1444, + "FP": 6120, + "IoU": 0.6641506082941124, + "TN": 678406, + "TP": 14958, + "n_pred": 21078, + "n_ref": 16402 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 221, + "IoU": 0.0, + "TN": 700707, + "TP": 0, + "n_pred": 221, + "n_ref": 0 + }, + "12": { + "Dice": 0.6428898033836306, + "FN": 690, + "FP": 91, + "IoU": 0.47371967654986524, + "TN": 699444, + "TP": 703, + "n_pred": 794, + "n_ref": 1393 + }, + "13": { + "Dice": 0.08214849921011058, + "FN": 544, + "FP": 37, + "IoU": 0.042833607907743, + "TN": 700321, + "TP": 26, + "n_pred": 63, + "n_ref": 570 + }, + "14": { + "Dice": 0.9158515564969991, + "FN": 1794, + "FP": 6310, + "IoU": 0.8447658270280625, + "TN": 648723, + "TP": 44101, + "n_pred": 50411, + "n_ref": 45895 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 3922, + "IoU": 0.0, + "TN": 697006, + "TP": 0, + "n_pred": 3922, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3394, + "IoU": 0.0, + "TN": 697534, + "TP": 0, + "n_pred": 3394, + "n_ref": 0 + }, + "3": { + "Dice": 0.9365138148584126, + "FN": 5900, + "FP": 3700, + "IoU": 0.8806074098026291, + "TN": 620521, + "TP": 70807, + "n_pred": 74507, + "n_ref": 76707 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5157167530224525, + "FN": 5052, + "FP": 556, + "IoU": 0.3474517104956947, + "TN": 692334, + "TP": 2986, + "n_pred": 3542, + "n_ref": 8038 + }, + "6": { + "Dice": 0.8092324208266237, + "FN": 1110, + "FP": 9552, + "IoU": 0.6795888928957807, + "TN": 667652, + "TP": 22614, + "n_pred": 32166, + "n_ref": 23724 + }, + "7": { + "Dice": 0.806066554792135, + "FN": 1165, + "FP": 17210, + "IoU": 0.675135249814363, + "TN": 644366, + "TP": 38187, + "n_pred": 55397, + "n_ref": 39352 + }, + "8": { + "Dice": 0.9239055166576903, + "FN": 2064, + "FP": 903, + "IoU": 0.8585728585728586, + "TN": 679949, + "TP": 18012, + "n_pred": 18915, + "n_ref": 20076 + }, + "9": { + "Dice": 0.6710120216692207, + "FN": 4093, + "FP": 11150, + "IoU": 0.5049045082499675, + "TN": 670140, + "TP": 15545, + "n_pred": 26695, + "n_ref": 19638 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7363846570130701, + "FN": 3740, + "FP": 12335, + "IoU": 0.5827601422379111, + "TN": 662401, + "TP": 22452, + "n_pred": 34787, + "n_ref": 26192 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 88, + "IoU": 0.0, + "TN": 700840, + "TP": 0, + "n_pred": 88, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 431, + "IoU": 0.0, + "TN": 700497, + "TP": 0, + "n_pred": 431, + "n_ref": 0 + }, + "10": { + "Dice": 0.783923336104669, + "FN": 8418, + "FP": 1458, + "IoU": 0.6446331546184016, + "TN": 673137, + "TP": 17915, + "n_pred": 19373, + "n_ref": 26333 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5493236555592214, + "FN": 2724, + "FP": 8, + "IoU": 0.3786672731407778, + "TN": 696531, + "TP": 1665, + "n_pred": 1673, + "n_ref": 4389 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9459500959692898, + "FN": 1299, + "FP": 1517, + "IoU": 0.8974433680530265, + "TN": 673470, + "TP": 24642, + "n_pred": 26159, + "n_ref": 25941 + }, + "7": { + "Dice": 0.766858940744625, + "FN": 7981, + "FP": 5357, + "IoU": 0.6218744684470148, + "TN": 665654, + "TP": 21936, + "n_pred": 27293, + "n_ref": 29917 + }, + "8": { + "Dice": 0.8999354422207876, + "FN": 135, + "FP": 20, + "IoU": 0.818075117370892, + "TN": 700076, + "TP": 697, + "n_pred": 717, + "n_ref": 832 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1151, + "IoU": 0.0, + "TN": 524545, + "TP": 0, + "n_pred": 1151, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.008717310087173101, + "FN": 1592, + "FP": 0, + "IoU": 0.004377736085053158, + "TN": 524097, + "TP": 7, + "n_pred": 7, + "n_ref": 1599 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.3725576918073731, + "FN": 24051, + "FP": 66, + "IoU": 0.22892221120951498, + "TN": 494419, + "TP": 7160, + "n_pred": 7226, + "n_ref": 31211 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 21880, + "IoU": 0.0, + "TN": 503816, + "TP": 0, + "n_pred": 21880, + "n_ref": 0 + }, + "4": { + "Dice": 0.7615225586768819, + "FN": 206, + "FP": 1755, + "IoU": 0.6148860958366065, + "TN": 520604, + "TP": 3131, + "n_pred": 4886, + "n_ref": 3337 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9598572345203722, + "FN": 1282, + "FP": 2722, + "IoU": 0.9228129698885762, + "TN": 473822, + "TP": 47870, + "n_pred": 50592, + "n_ref": 49152 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 968, + "IoU": 0.0, + "TN": 524728, + "TP": 0, + "n_pred": 968, + "n_ref": 0 + }, + "8": { + "Dice": 0.36363636363636365, + "FN": 0, + "FP": 63, + "IoU": 0.2222222222222222, + "TN": 525615, + "TP": 18, + "n_pred": 81, + "n_ref": 18 + }, + "9": { + "Dice": 0.664935846784814, + "FN": 2954, + "FP": 5951, + "IoU": 0.4980553520094696, + "TN": 507955, + "TP": 8836, + "n_pred": 14787, + "n_ref": 11790 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9541335306084705, + "FN": 74, + "FP": 422, + "IoU": 0.912290008841733, + "TN": 870505, + "TP": 5159, + "n_pred": 5581, + "n_ref": 5233 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8890457368718239, + "FN": 925, + "FP": 647, + "IoU": 0.8002541296060991, + "TN": 868290, + "TP": 6298, + "n_pred": 6945, + "n_ref": 7223 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 241, + "IoU": 0.0, + "TN": 875919, + "TP": 0, + "n_pred": 241, + "n_ref": 0 + }, + "2": { + "Dice": 0.8821319476141989, + "FN": 1897, + "FP": 4817, + "IoU": 0.7891199195929393, + "TN": 844322, + "TP": 25124, + "n_pred": 29941, + "n_ref": 27021 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 17, + "FP": 0, + "IoU": 0.0, + "TN": 876143, + "TP": 0, + "n_pred": 0, + "n_ref": 17 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.3591654247391952, + "FN": 856, + "FP": 4, + "IoU": 0.21889191643960038, + "TN": 875059, + "TP": 241, + "n_pred": 245, + "n_ref": 1097 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8569024147288153, + "FN": 2116, + "FP": 6216, + "IoU": 0.7496318999969951, + "TN": 1018113, + "TP": 24947, + "n_pred": 31163, + "n_ref": 27063 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6505482147877425, + "FN": 989, + "FP": 254, + "IoU": 0.4820833333333333, + "TN": 1048992, + "TP": 1157, + "n_pred": 1411, + "n_ref": 2146 + }, + "13": { + "Dice": 0.04299065420560748, + "FN": 3436, + "FP": 660, + "IoU": 0.021967526265520534, + "TN": 1047204, + "TP": 92, + "n_pred": 752, + "n_ref": 3528 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9126637554585153, + "FN": 102, + "FP": 298, + "IoU": 0.8393574297188755, + "TN": 1048902, + "TP": 2090, + "n_pred": 2388, + "n_ref": 2192 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7205455748384142, + "FN": 1021, + "FP": 4470, + "IoU": 0.5631662688941925, + "TN": 1038822, + "TP": 7079, + "n_pred": 11549, + "n_ref": 8100 + }, + "6": { + "Dice": 0.91623603933989, + "FN": 433, + "FP": 1577, + "IoU": 0.8454202876259325, + "TN": 1038389, + "TP": 10993, + "n_pred": 12570, + "n_ref": 11426 + }, + "7": { + "Dice": 0.9576465469636373, + "FN": 2076, + "FP": 455, + "IoU": 0.918734949430085, + "TN": 1020247, + "TP": 28614, + "n_pred": 29069, + "n_ref": 30690 + }, + "8": { + "Dice": 0.928721831459164, + "FN": 2152, + "FP": 4212, + "IoU": 0.8669287387085982, + "TN": 1003568, + "TP": 41460, + "n_pred": 45672, + "n_ref": 43612 + }, + "9": { + "Dice": 0.8588428493228931, + "FN": 1937, + "FP": 3994, + "IoU": 0.7526069909068157, + "TN": 1027418, + "TP": 18043, + "n_pred": 22037, + "n_ref": 19980 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8373226800284389, + "FN": 1347, + "FP": 3458, + "IoU": 0.7201677246520296, + "TN": 683757, + "TP": 12366, + "n_pred": 15824, + "n_ref": 13713 + }, + "11": { + "Dice": 0.7355021216407355, + "FN": 129, + "FP": 245, + "IoU": 0.5816554809843401, + "TN": 700034, + "TP": 520, + "n_pred": 765, + "n_ref": 649 + }, + "12": { + "Dice": 0.7147613762486127, + "FN": 734, + "FP": 37, + "IoU": 0.5561312607944733, + "TN": 699191, + "TP": 966, + "n_pred": 1003, + "n_ref": 1700 + }, + "13": { + "Dice": 0.6147207375079684, + "FN": 11722, + "FP": 3992, + "IoU": 0.4437522123893805, + "TN": 672678, + "TP": 12536, + "n_pred": 16528, + "n_ref": 24258 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9600381050796009, + "FN": 1391, + "FP": 3559, + "IoU": 0.9231473862348429, + "TN": 636519, + "TP": 59459, + "n_pred": 63018, + "n_ref": 60850 + }, + "3": { + "Dice": 0.9626983293054534, + "FN": 399, + "FP": 311, + "IoU": 0.9280794165316045, + "TN": 691056, + "TP": 9162, + "n_pred": 9473, + "n_ref": 9561 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 167, + "IoU": 0.0, + "TN": 700761, + "TP": 0, + "n_pred": 167, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9670953289637435, + "FN": 738, + "FP": 1245, + "IoU": 0.936287109626012, + "TN": 669804, + "TP": 29141, + "n_pred": 30386, + "n_ref": 29879 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 700902, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "8": { + "Dice": 0.9518903683545534, + "FN": 109, + "FP": 1376, + "IoU": 0.9081973293768546, + "TN": 684752, + "TP": 14691, + "n_pred": 16067, + "n_ref": 14800 + }, + "9": { + "Dice": 0.9017077045274027, + "FN": 399, + "FP": 591, + "IoU": 0.821008859157476, + "TN": 695397, + "TP": 4541, + "n_pred": 5132, + "n_ref": 4940 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 86, + "IoU": 0.0, + "TN": 700842, + "TP": 0, + "n_pred": 86, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7930919960146131, + "FN": 2944, + "FP": 794, + "IoU": 0.6571271326362136, + "TN": 690026, + "TP": 7164, + "n_pred": 7958, + "n_ref": 10108 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9849382693007587, + "FN": 1553, + "FP": 1675, + "IoU": 0.9703235177847443, + "TN": 592155, + "TP": 105545, + "n_pred": 107220, + "n_ref": 107098 + }, + "7": { + "Dice": 0.19299191374663072, + "FN": 800, + "FP": 697, + "IoU": 0.10680190930787589, + "TN": 699252, + "TP": 179, + "n_pred": 876, + "n_ref": 979 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 5940, + "IoU": 0.0, + "TN": 694988, + "TP": 0, + "n_pred": 5940, + "n_ref": 0 + }, + "14": { + "Dice": 0.9035493324649951, + "FN": 339, + "FP": 4104, + "IoU": 0.8240674744594916, + "TN": 675674, + "TP": 20811, + "n_pred": 24915, + "n_ref": 21150 + }, + "15": { + "Dice": 0.865498011153531, + "FN": 4834, + "FP": 1895, + "IoU": 0.7628880510236442, + "TN": 672549, + "TP": 21650, + "n_pred": 23545, + "n_ref": 26484 + }, + "2": { + "Dice": 0.9600818833162743, + "FN": 8, + "FP": 31, + "IoU": 0.9232283464566929, + "TN": 700420, + "TP": 469, + "n_pred": 500, + "n_ref": 477 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.5511411665257819, + "FN": 4683, + "FP": 96, + "IoU": 0.38039673278879815, + "TN": 693215, + "TP": 2934, + "n_pred": 3030, + "n_ref": 7617 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9687568641160256, + "FN": 2712, + "FP": 7387, + "IoU": 0.9394068483041237, + "TN": 534259, + "TP": 156570, + "n_pred": 163957, + "n_ref": 159282 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 112, + "IoU": 0.0, + "TN": 700816, + "TP": 0, + "n_pred": 112, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8559019840907013, + "FN": 4945, + "FP": 1359, + "IoU": 0.748101973947095, + "TN": 675902, + "TP": 18722, + "n_pred": 20081, + "n_ref": 23667 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9525850870355936, + "FN": 681, + "FP": 49, + "IoU": 0.9094629790400596, + "TN": 1043329, + "TP": 7333, + "n_pred": 7382, + "n_ref": 8014 + }, + "10": { + "Dice": 0.2222222222222222, + "FN": 14, + "FP": 0, + "IoU": 0.125, + "TN": 1051376, + "TP": 2, + "n_pred": 2, + "n_ref": 16 + }, + "11": { + "Dice": 0.7910349373764007, + "FN": 99, + "FP": 218, + "IoU": 0.6543075245365322, + "TN": 1050475, + "TP": 600, + "n_pred": 818, + "n_ref": 699 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 280, + "IoU": 0.0, + "TN": 1051112, + "TP": 0, + "n_pred": 280, + "n_ref": 0 + }, + "13": { + "Dice": 0.014109347442680775, + "FN": 3999, + "FP": 473, + "IoU": 0.007104795737122558, + "TN": 1046888, + "TP": 32, + "n_pred": 505, + "n_ref": 4031 + }, + "14": { + "Dice": 0.888611284613783, + "FN": 473, + "FP": 597, + "IoU": 0.7995503934057699, + "TN": 1046054, + "TP": 4268, + "n_pred": 4865, + "n_ref": 4741 + }, + "15": { + "Dice": 0.18358700768868666, + "FN": 2438, + "FP": 2765, + "IoU": 0.10107118175535591, + "TN": 1045604, + "TP": 585, + "n_pred": 3350, + "n_ref": 3023 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3937, + "IoU": 0.0, + "TN": 1047455, + "TP": 0, + "n_pred": 3937, + "n_ref": 0 + }, + "3": { + "Dice": 0.948878614592205, + "FN": 8483, + "FP": 1601, + "IoU": 0.9027298157615511, + "TN": 947722, + "TP": 93586, + "n_pred": 95187, + "n_ref": 102069 + }, + "4": { + "Dice": 0.873897249610794, + "FN": 2713, + "FP": 3119, + "IoU": 0.776036866359447, + "TN": 1025352, + "TP": 20208, + "n_pred": 23327, + "n_ref": 22921 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9633964847061484, + "FN": 6566, + "FP": 5092, + "IoU": 0.9293779834742785, + "TN": 886316, + "TP": 153418, + "n_pred": 158510, + "n_ref": 159984 + }, + "7": { + "Dice": 0.7136393878908849, + "FN": 2811, + "FP": 1493, + "IoU": 0.5547739733112651, + "TN": 1041725, + "TP": 5363, + "n_pred": 6856, + "n_ref": 8174 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8310880237470031, + "FN": 1354, + "FP": 4564, + "IoU": 0.7109928212140451, + "TN": 1030915, + "TP": 14559, + "n_pred": 19123, + "n_ref": 15913 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7414384221272006, + "FN": 5859, + "FP": 7565, + "IoU": 0.5891157295460806, + "TN": 843489, + "TP": 19247, + "n_pred": 26812, + "n_ref": 25106 + }, + "11": { + "Dice": 0.8693221523410203, + "FN": 137, + "FP": 50, + "IoU": 0.7688504326328801, + "TN": 875351, + "TP": 622, + "n_pred": 672, + "n_ref": 759 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8128656762138153, + "FN": 3894, + "FP": 2215, + "IoU": 0.6847293182639211, + "TN": 856783, + "TP": 13268, + "n_pred": 15483, + "n_ref": 17162 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.942601560008119, + "FN": 5682, + "FP": 2236, + "IoU": 0.8914346043629084, + "TN": 803227, + "TP": 65015, + "n_pred": 67251, + "n_ref": 70697 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3573, + "IoU": 0.0, + "TN": 872587, + "TP": 0, + "n_pred": 3573, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8421765941587044, + "FN": 168, + "FP": 2161, + "IoU": 0.7273791408170432, + "TN": 867617, + "TP": 6214, + "n_pred": 8375, + "n_ref": 6382 + }, + "7": { + "Dice": 0.6230825012550901, + "FN": 5748, + "FP": 1009, + "IoU": 0.45251985091557284, + "TN": 863818, + "TP": 5585, + "n_pred": 6594, + "n_ref": 11333 + }, + "8": { + "Dice": 0.9489198465576418, + "FN": 223, + "FP": 283, + "IoU": 0.9028044563964657, + "TN": 870954, + "TP": 4700, + "n_pred": 4983, + "n_ref": 4923 + }, + "9": { + "Dice": 0.9375070885788817, + "FN": 933, + "FP": 720, + "IoU": 0.8823654995730145, + "TN": 862108, + "TP": 12399, + "n_pred": 13119, + "n_ref": 13332 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0402.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.4959332496967021, + "FN": 1184.6044444444444, + "FP": 1144.082222222222, + "IoU": 0.4209194382059582, + "TN": 664136.7933333335, + "TP": 5257.1866666666665, + "n_pred": 6401.268888888889, + "n_ref": 6441.7911111111125 + }, + "mean": { + "1": { + "Dice": 0.5591867462402953, + "FN": 675.0666666666667, + "FP": 1230.7, + "IoU": 0.5029534931615961, + "TN": 661795.8666666667, + "TP": 8021.033333333334, + "n_pred": 9251.733333333334, + "n_ref": 8696.1 + }, + "10": { + "Dice": 0.42074850691811166, + "FN": 1012.5, + "FP": 732.9333333333333, + "IoU": 0.35303737653351114, + "TN": 667405.7, + "TP": 2571.5333333333333, + "n_pred": 3304.4666666666667, + "n_ref": 3584.0333333333333 + }, + "11": { + "Dice": 0.531476078226007, + "FN": 238.9, + "FP": 187.93333333333334, + "IoU": 0.40427434399903833, + "TN": 670839.7, + "TP": 456.1333333333333, + "n_pred": 644.0666666666667, + "n_ref": 695.0333333333333 + }, + "12": { + "Dice": 0.27585151880648134, + "FN": 232.2, + "FP": 119.36666666666666, + "IoU": 0.19861523549715607, + "TN": 671115.2666666667, + "TP": 255.83333333333334, + "n_pred": 375.2, + "n_ref": 488.03333333333336 + }, + "13": { + "Dice": 0.2924810753264647, + "FN": 1055.2333333333333, + "FP": 1608.4333333333334, + "IoU": 0.220154073265299, + "TN": 667236.3, + "TP": 1822.7, + "n_pred": 3431.133333333333, + "n_ref": 2877.9333333333334 + }, + "14": { + "Dice": 0.4327205338755899, + "FN": 1458.0333333333333, + "FP": 1656.5666666666666, + "IoU": 0.3876115700054973, + "TN": 661674.5333333333, + "TP": 6933.533333333334, + "n_pred": 8590.1, + "n_ref": 8391.566666666668 + }, + "15": { + "Dice": 0.5431470530864443, + "FN": 2733.9, + "FP": 317.4, + "IoU": 0.4241484908646024, + "TN": 665970.3, + "TP": 2701.0666666666666, + "n_pred": 3018.4666666666667, + "n_ref": 5434.966666666666 + }, + "2": { + "Dice": 0.6293378594056225, + "FN": 854.2666666666667, + "FP": 826.4666666666667, + "IoU": 0.5742850548051814, + "TN": 662149.4666666667, + "TP": 7892.466666666666, + "n_pred": 8718.933333333332, + "n_ref": 8746.733333333334 + }, + "3": { + "Dice": 0.5042778922848828, + "FN": 963.2333333333333, + "FP": 786.3333333333334, + "IoU": 0.4473741931936141, + "TN": 661371.5333333333, + "TP": 8601.566666666668, + "n_pred": 9387.9, + "n_ref": 9564.8 + }, + "4": { + "Dice": 0.2117408045897949, + "FN": 1047.8, + "FP": 327.26666666666665, + "IoU": 0.16200606047630467, + "TN": 669485.8666666667, + "TP": 861.7333333333333, + "n_pred": 1189.0, + "n_ref": 1909.5333333333333 + }, + "5": { + "Dice": 0.6248624430504307, + "FN": 850.9333333333333, + "FP": 201.66666666666666, + "IoU": 0.49091746728177305, + "TN": 669872.2, + "TP": 797.8666666666667, + "n_pred": 999.5333333333333, + "n_ref": 1648.8 + }, + "6": { + "Dice": 0.608626245023229, + "FN": 1676.1666666666667, + "FP": 3774.133333333333, + "IoU": 0.5516077366192974, + "TN": 644376.7666666667, + "TP": 21895.6, + "n_pred": 25669.733333333334, + "n_ref": 23571.766666666666 + }, + "7": { + "Dice": 0.4165009995252393, + "FN": 1104.1666666666667, + "FP": 4387.7, + "IoU": 0.35945340853966756, + "TN": 660872.8333333334, + "TP": 5357.966666666666, + "n_pred": 9745.666666666666, + "n_ref": 6462.133333333333 + }, + "8": { + "Dice": 0.7964027579199315, + "FN": 2815.633333333333, + "FP": 394.1666666666667, + "IoU": 0.7228838616404537, + "TN": 662534.6666666666, + "TP": 5978.2, + "n_pred": 6372.366666666667, + "n_ref": 8793.833333333334 + }, + "9": { + "Dice": 0.5916382311720071, + "FN": 1051.0333333333333, + "FP": 610.1666666666666, + "IoU": 0.5144692072063807, + "TN": 665350.9, + "TP": 4710.566666666667, + "n_pred": 5320.733333333334, + "n_ref": 5761.6 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9554438860971525, + "FN": 695, + "FP": 1566, + "IoU": 0.9146889031430404, + "TN": 499193, + "TP": 24242, + "n_pred": 25808, + "n_ref": 24937 + }, + "10": { + "Dice": 0.0, + "FN": 7, + "FP": 13, + "IoU": 0.0, + "TN": 525676, + "TP": 0, + "n_pred": 13, + "n_ref": 7 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 525677, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "15": { + "Dice": 0.7193404074389026, + "FN": 14086, + "FP": 1096, + "IoU": 0.5616952479935331, + "TN": 491058, + "TP": 19456, + "n_pred": 20552, + "n_ref": 33542 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8718134152956066, + "FN": 103, + "FP": 606, + "IoU": 0.7727564102564103, + "TN": 522576, + "TP": 2411, + "n_pred": 3017, + "n_ref": 2514 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.10863239573229874, + "FN": 7352, + "FP": 919, + "IoU": 0.057435897435897436, + "TN": 867385, + "TP": 504, + "n_pred": 1423, + "n_ref": 7856 + }, + "11": { + "Dice": 0.5614947965941344, + "FN": 1237, + "FP": 617, + "IoU": 0.39033212758960867, + "TN": 873119, + "TP": 1187, + "n_pred": 1804, + "n_ref": 2424 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 46, + "IoU": 0.0, + "TN": 876114, + "TP": 0, + "n_pred": 46, + "n_ref": 0 + }, + "13": { + "Dice": 0.4588732327881234, + "FN": 9032, + "FP": 13895, + "IoU": 0.29775177652536144, + "TN": 843512, + "TP": 9721, + "n_pred": 23616, + "n_ref": 18753 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 12, + "FP": 0, + "IoU": 0.0, + "TN": 876148, + "TP": 0, + "n_pred": 0, + "n_ref": 12 + }, + "2": { + "Dice": 0.7793382274710076, + "FN": 2219, + "FP": 1929, + "IoU": 0.6384555042273163, + "TN": 864687, + "TP": 7325, + "n_pred": 9254, + "n_ref": 9544 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.21415094339622642, + "FN": 26124, + "FP": 532, + "IoU": 0.11991547807712626, + "TN": 845872, + "TP": 3632, + "n_pred": 4164, + "n_ref": 29756 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8887534150692046, + "FN": 3586, + "FP": 11195, + "IoU": 0.7997805591677504, + "TN": 802336, + "TP": 59043, + "n_pred": 70238, + "n_ref": 62629 + }, + "7": { + "Dice": 0.20487357726682454, + "FN": 598, + "FP": 9811, + "IoU": 0.11412765957446809, + "TN": 864410, + "TP": 1341, + "n_pred": 11152, + "n_ref": 1939 + }, + "8": { + "Dice": 0.26776859504132233, + "FN": 3, + "FP": 440, + "IoU": 0.15458015267175573, + "TN": 875636, + "TP": 81, + "n_pred": 521, + "n_ref": 84 + }, + "9": { + "Dice": 0.4952215464813206, + "FN": 5438, + "FP": 953, + "IoU": 0.32909930715935337, + "TN": 866634, + "TP": 3135, + "n_pred": 4088, + "n_ref": 8573 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6928927197351546, + "FN": 10296, + "FP": 1, + "IoU": 0.530096289873591, + "TN": 503783, + "TP": 11616, + "n_pred": 11617, + "n_ref": 21912 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2783, + "IoU": 0.0, + "TN": 522913, + "TP": 0, + "n_pred": 2783, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 147, + "IoU": 0.0, + "TN": 525549, + "TP": 0, + "n_pred": 147, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.003930461073318216, + "FN": 214, + "FP": 6375, + "IoU": 0.001969100272644653, + "TN": 519094, + "TP": 13, + "n_pred": 6388, + "n_ref": 227 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8334185848252345, + "FN": 202, + "FP": 775, + "IoU": 0.7144109909383222, + "TN": 697507, + "TP": 2444, + "n_pred": 3219, + "n_ref": 2646 + }, + "10": { + "Dice": 0.0, + "FN": 18, + "FP": 0, + "IoU": 0.0, + "TN": 700910, + "TP": 0, + "n_pred": 0, + "n_ref": 18 + }, + "11": { + "Dice": 0.7769957081545065, + "FN": 294, + "FP": 1005, + "IoU": 0.6353172375070185, + "TN": 697366, + "TP": 2263, + "n_pred": 3268, + "n_ref": 2557 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7729484268569575, + "FN": 182, + "FP": 1218, + "IoU": 0.6299233412635474, + "TN": 697145, + "TP": 2383, + "n_pred": 3601, + "n_ref": 2565 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9284052604092484, + "FN": 731, + "FP": 2285, + "IoU": 0.8663772096938549, + "TN": 678357, + "TP": 19555, + "n_pred": 21840, + "n_ref": 20286 + }, + "3": { + "Dice": 0.9485243842880067, + "FN": 1498, + "FP": 5880, + "IoU": 0.9020888074952889, + "TN": 625574, + "TP": 67976, + "n_pred": 73856, + "n_ref": 69474 + }, + "4": { + "Dice": 0.7097844112769486, + "FN": 1126, + "FP": 99, + "IoU": 0.5501285347043702, + "TN": 698205, + "TP": 1498, + "n_pred": 1597, + "n_ref": 2624 + }, + "5": { + "Dice": 0.7511586753181091, + "FN": 2458, + "FP": 495, + "IoU": 0.6014844804318489, + "TN": 693518, + "TP": 4457, + "n_pred": 4952, + "n_ref": 6915 + }, + "6": { + "Dice": 0.9511258651932388, + "FN": 7898, + "FP": 5264, + "IoU": 0.9068064829041371, + "TN": 559695, + "TP": 128071, + "n_pred": 133335, + "n_ref": 135969 + }, + "7": { + "Dice": 0.8734238715498693, + "FN": 905, + "FP": 4566, + "IoU": 0.7752905902164537, + "TN": 676581, + "TP": 18876, + "n_pred": 23442, + "n_ref": 19781 + }, + "8": { + "Dice": 0.9024530692157089, + "FN": 917, + "FP": 2471, + "IoU": 0.8222455403987409, + "TN": 681868, + "TP": 15672, + "n_pred": 18143, + "n_ref": 16589 + }, + "9": { + "Dice": 0.8748536185494574, + "FN": 2465, + "FP": 2344, + "IoU": 0.7775464890369137, + "TN": 679310, + "TP": 16809, + "n_pred": 19153, + "n_ref": 19274 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4952, + "IoU": 0.0, + "TN": 871208, + "TP": 0, + "n_pred": 4952, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7873647265282246, + "FN": 842, + "FP": 612, + "IoU": 0.6493005306319344, + "TN": 872014, + "TP": 2692, + "n_pred": 3304, + "n_ref": 3534 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 876150, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "13": { + "Dice": 0.6752717391304348, + "FN": 439, + "FP": 39, + "IoU": 0.5097435897435898, + "TN": 875185, + "TP": 497, + "n_pred": 536, + "n_ref": 936 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9439769027581547, + "FN": 1679, + "FP": 145, + "IoU": 0.8938979698679541, + "TN": 858969, + "TP": 15367, + "n_pred": 15512, + "n_ref": 17046 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 813, + "IoU": 0.0, + "TN": 875347, + "TP": 0, + "n_pred": 813, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9602891888943641, + "FN": 8850, + "FP": 1707, + "IoU": 0.9236118145902374, + "TN": 737958, + "TP": 127645, + "n_pred": 129352, + "n_ref": 136495 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8994708994708994, + "FN": 260, + "FP": 310, + "IoU": 0.8173076923076923, + "TN": 873040, + "TP": 2550, + "n_pred": 2860, + "n_ref": 2810 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7948717948717948, + "FN": 80, + "FP": 736, + "IoU": 0.6595744680851063, + "TN": 698531, + "TP": 1581, + "n_pred": 2317, + "n_ref": 1661 + }, + "10": { + "Dice": 0.7081282266778725, + "FN": 3489, + "FP": 1373, + "IoU": 0.5481412639405204, + "TN": 690168, + "TP": 5898, + "n_pred": 7271, + "n_ref": 9387 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.41320188598371194, + "FN": 1792, + "FP": 2315, + "IoU": 0.26039978390059426, + "TN": 695375, + "TP": 1446, + "n_pred": 3761, + "n_ref": 3238 + }, + "13": { + "Dice": 0.556299038755477, + "FN": 3362, + "FP": 9701, + "IoU": 0.3853284396762658, + "TN": 679676, + "TP": 8189, + "n_pred": 17890, + "n_ref": 11551 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.784983078637042, + "FN": 9369, + "FP": 860, + "IoU": 0.646067610117297, + "TN": 672027, + "TP": 18672, + "n_pred": 19532, + "n_ref": 28041 + }, + "3": { + "Dice": 0.7352407906956175, + "FN": 1325, + "FP": 10649, + "IoU": 0.5813286713286713, + "TN": 672328, + "TP": 16626, + "n_pred": 27275, + "n_ref": 17951 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 67, + "IoU": 0.0, + "TN": 700861, + "TP": 0, + "n_pred": 67, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 700925, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "7": { + "Dice": 0.7771894475422895, + "FN": 296, + "FP": 4459, + "IoU": 0.6355763335377069, + "TN": 687880, + "TP": 8293, + "n_pred": 12752, + "n_ref": 8589 + }, + "8": { + "Dice": 0.9233156541677282, + "FN": 674, + "FP": 2637, + "IoU": 0.8575546377559801, + "TN": 677684, + "TP": 19933, + "n_pred": 22570, + "n_ref": 20607 + }, + "9": { + "Dice": 0.2415820416889364, + "FN": 425, + "FP": 3832, + "IoU": 0.13738601823708207, + "TN": 695993, + "TP": 678, + "n_pred": 4510, + "n_ref": 1103 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 525678, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9653074450778367, + "FN": 959, + "FP": 1664, + "IoU": 0.9329413268567046, + "TN": 486581, + "TP": 36492, + "n_pred": 38156, + "n_ref": 37451 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 873, + "IoU": 0.0, + "TN": 524823, + "TP": 0, + "n_pred": 873, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.967888132488599, + "FN": 1488, + "FP": 1913, + "IoU": 0.9377744437939111, + "TN": 471040, + "TP": 51255, + "n_pred": 53168, + "n_ref": 52743 + }, + "7": { + "Dice": 0.07270079533997983, + "FN": 1051, + "FP": 15505, + "IoU": 0.03772159256030224, + "TN": 508491, + "TP": 649, + "n_pred": 16154, + "n_ref": 1700 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.6449445750755795, + "FN": 1626, + "FP": 1545, + "IoU": 0.47595438770451165, + "TN": 519645, + "TP": 2880, + "n_pred": 4425, + "n_ref": 4506 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 32, + "IoU": 0.0, + "TN": 525664, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9317897783332237, + "FN": 1626, + "FP": 448, + "IoU": 0.8722906403940887, + "TN": 509456, + "TP": 14166, + "n_pred": 14614, + "n_ref": 15792 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 525695, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9566046402787287, + "FN": 2803, + "FP": 2204, + "IoU": 0.9168189520550221, + "TN": 465502, + "TP": 55187, + "n_pred": 57391, + "n_ref": 57990 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 113, + "IoU": 0.0, + "TN": 525583, + "TP": 0, + "n_pred": 113, + "n_ref": 0 + }, + "8": { + "Dice": 0.6993939393939393, + "FN": 363, + "FP": 133, + "IoU": 0.5377446411929171, + "TN": 524623, + "TP": 577, + "n_pred": 710, + "n_ref": 940 + }, + "9": { + "Dice": 0.8778522419020265, + "FN": 1716, + "FP": 1346, + "IoU": 0.7822964806256666, + "TN": 511631, + "TP": 11003, + "n_pred": 12349, + "n_ref": 12719 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8969638782962336, + "FN": 18499, + "FP": 604, + "IoU": 0.8131772483667801, + "TN": 598676, + "TP": 83149, + "n_pred": 83753, + "n_ref": 101648 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 700924, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 10401, + "IoU": 0.0, + "TN": 690527, + "TP": 0, + "n_pred": 10401, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1053, + "IoU": 0.0, + "TN": 699875, + "TP": 0, + "n_pred": 1053, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7822318526543879, + "FN": 3, + "FP": 198, + "IoU": 0.6423487544483986, + "TN": 700366, + "TP": 361, + "n_pred": 559, + "n_ref": 364 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 16, + "FP": 0, + "IoU": 0.0, + "TN": 700912, + "TP": 0, + "n_pred": 0, + "n_ref": 16 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.3565536205316224, + "FN": 1372, + "FP": 32, + "IoU": 0.2169548243167875, + "TN": 699135, + "TP": 389, + "n_pred": 421, + "n_ref": 1761 + }, + "7": { + "Dice": 0.8919076964598983, + "FN": 14210, + "FP": 208, + "IoU": 0.8049037915076723, + "TN": 627026, + "TP": 59484, + "n_pred": 59692, + "n_ref": 73694 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 4643, + "IoU": 0.0, + "TN": 696285, + "TP": 0, + "n_pred": 4643, + "n_ref": 0 + }, + "11": { + "Dice": 0.5297297297297298, + "FN": 314, + "FP": 1078, + "IoU": 0.3602941176470588, + "TN": 698752, + "TP": 784, + "n_pred": 1862, + "n_ref": 1098 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 214, + "IoU": 0.0, + "TN": 700714, + "TP": 0, + "n_pred": 214, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 578, + "IoU": 0.0, + "TN": 700350, + "TP": 0, + "n_pred": 578, + "n_ref": 0 + }, + "14": { + "Dice": 0.6645982411099579, + "FN": 2094, + "FP": 28607, + "IoU": 0.4976766255440296, + "TN": 639810, + "TP": 30417, + "n_pred": 59024, + "n_ref": 32511 + }, + "15": { + "Dice": 0.2523262954040905, + "FN": 14622, + "FP": 1207, + "IoU": 0.14437837837837839, + "TN": 682428, + "TP": 2671, + "n_pred": 3878, + "n_ref": 17293 + }, + "2": { + "Dice": 0.9354430052483259, + "FN": 2083, + "FP": 414, + "IoU": 0.8787157567515057, + "TN": 680340, + "TP": 18091, + "n_pred": 18505, + "n_ref": 20174 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 247, + "IoU": 0.0, + "TN": 700681, + "TP": 0, + "n_pred": 247, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8884254431699687, + "FN": 7735, + "FP": 3286, + "IoU": 0.799249530956848, + "TN": 646029, + "TP": 43878, + "n_pred": 47164, + "n_ref": 51613 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9054044035881088, + "FN": 4739, + "FP": 365, + "IoU": 0.8271588215374196, + "TN": 671398, + "TP": 24426, + "n_pred": 24791, + "n_ref": 29165 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.63121387283237, + "FN": 4, + "FP": 315, + "IoU": 0.46114864864864863, + "TN": 525104, + "TP": 273, + "n_pred": 588, + "n_ref": 277 + }, + "11": { + "Dice": 0.6934306569343066, + "FN": 215, + "FP": 37, + "IoU": 0.5307262569832403, + "TN": 525159, + "TP": 285, + "n_pred": 322, + "n_ref": 500 + }, + "12": { + "Dice": 0.6292134831460674, + "FN": 231, + "FP": 33, + "IoU": 0.45901639344262296, + "TN": 525208, + "TP": 224, + "n_pred": 257, + "n_ref": 455 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 20, + "FP": 0, + "IoU": 0.0, + "TN": 525676, + "TP": 0, + "n_pred": 0, + "n_ref": 20 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7371421332657715, + "FN": 3179, + "FP": 971, + "IoU": 0.5837094994482896, + "TN": 515727, + "TP": 5819, + "n_pred": 6790, + "n_ref": 8998 + }, + "6": { + "Dice": 0.8188389679715302, + "FN": 630, + "FP": 9144, + "IoU": 0.6932492232369833, + "TN": 493833, + "TP": 22089, + "n_pred": 31233, + "n_ref": 22719 + }, + "7": { + "Dice": 0.7387317073170732, + "FN": 180, + "FP": 1159, + "IoU": 0.5857054455445545, + "TN": 522464, + "TP": 1893, + "n_pred": 3052, + "n_ref": 2073 + }, + "8": { + "Dice": 0.9561040136456992, + "FN": 1147, + "FP": 1375, + "IoU": 0.9158996932106176, + "TN": 495708, + "TP": 27466, + "n_pred": 28841, + "n_ref": 28613 + }, + "9": { + "Dice": 0.7754512635379062, + "FN": 6722, + "FP": 742, + "IoU": 0.6332547169811321, + "TN": 505344, + "TP": 12888, + "n_pred": 13630, + "n_ref": 19610 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.17961324156014422, + "FN": 2055, + "FP": 448, + "IoU": 0.09866762693554196, + "TN": 698151, + "TP": 274, + "n_pred": 722, + "n_ref": 2329 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 700918, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "11": { + "Dice": 0.56615709014233, + "FN": 1607, + "FP": 39, + "IoU": 0.3948529411764706, + "TN": 698208, + "TP": 1074, + "n_pred": 1113, + "n_ref": 2681 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 700927, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9378538622129436, + "FN": 1640, + "FP": 2081, + "IoU": 0.8829800616390968, + "TN": 669130, + "TP": 28077, + "n_pred": 30158, + "n_ref": 29717 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 648, + "IoU": 0.0, + "TN": 700280, + "TP": 0, + "n_pred": 648, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6685199098422239, + "FN": 2756, + "FP": 1656, + "IoU": 0.5020878004739872, + "TN": 692067, + "TP": 4449, + "n_pred": 6105, + "n_ref": 7205 + }, + "6": { + "Dice": 0.8559285892854517, + "FN": 3038, + "FP": 6759, + "IoU": 0.7481426257744415, + "TN": 662029, + "TP": 29102, + "n_pred": 35861, + "n_ref": 32140 + }, + "7": { + "Dice": 0.0, + "FN": 480, + "FP": 20011, + "IoU": 0.0, + "TN": 680437, + "TP": 0, + "n_pred": 20011, + "n_ref": 480 + }, + "8": { + "Dice": 0.9764267990074442, + "FN": 856, + "FP": 284, + "IoU": 0.953939393939394, + "TN": 676178, + "TP": 23610, + "n_pred": 23894, + "n_ref": 24466 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9251982869543508, + "FN": 6583, + "FP": 1207, + "IoU": 0.8608083479255262, + "TN": 644962, + "TP": 48176, + "n_pred": 49383, + "n_ref": 54759 + }, + "15": { + "Dice": 0.45148465022647205, + "FN": 42781, + "FP": 815, + "IoU": 0.29155968669765026, + "TN": 639390, + "TP": 17942, + "n_pred": 18757, + "n_ref": 60723 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7169811320754716, + "FN": 30, + "FP": 0, + "IoU": 0.5588235294117647, + "TN": 525628, + "TP": 38, + "n_pred": 38, + "n_ref": 68 + }, + "10": { + "Dice": 0.9449978345604158, + "FN": 432, + "FP": 76, + "IoU": 0.8957307060755336, + "TN": 520824, + "TP": 4364, + "n_pred": 4440, + "n_ref": 4796 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.25, + "FN": 132, + "FP": 0, + "IoU": 0.14285714285714285, + "TN": 525542, + "TP": 22, + "n_pred": 22, + "n_ref": 154 + }, + "13": { + "Dice": 0.05714285714285714, + "FN": 0, + "FP": 66, + "IoU": 0.029411764705882353, + "TN": 525628, + "TP": 2, + "n_pred": 68, + "n_ref": 2 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 6064, + "IoU": 0.0, + "TN": 519632, + "TP": 0, + "n_pred": 6064, + "n_ref": 0 + }, + "3": { + "Dice": 0.9174147474689535, + "FN": 9826, + "FP": 1692, + "IoU": 0.8474295630058416, + "TN": 450203, + "TP": 63975, + "n_pred": 65667, + "n_ref": 73801 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 147, + "IoU": 0.0, + "TN": 525549, + "TP": 0, + "n_pred": 147, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.5289228815197283, + "FN": 33098, + "FP": 1024, + "IoU": 0.3595480310822478, + "TN": 472418, + "TP": 19156, + "n_pred": 20180, + "n_ref": 52254 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9121433745355982, + "FN": 1762, + "FP": 13278, + "IoU": 0.8384775651352107, + "TN": 783046, + "TP": 78074, + "n_pred": 91352, + "n_ref": 79836 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 58, + "IoU": 0.0, + "TN": 876102, + "TP": 0, + "n_pred": 58, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.4470588235294118, + "FN": 230, + "FP": 5, + "IoU": 0.2878787878787879, + "TN": 875830, + "TP": 95, + "n_pred": 100, + "n_ref": 325 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 254, + "IoU": 0.0, + "TN": 875906, + "TP": 0, + "n_pred": 254, + "n_ref": 0 + }, + "5": { + "Dice": 0.15609007164790173, + "FN": 14535, + "FP": 1955, + "IoU": 0.08465167915625868, + "TN": 858145, + "TP": 1525, + "n_pred": 3480, + "n_ref": 16060 + }, + "6": { + "Dice": 0.0023547040565128972, + "FN": 4, + "FP": 27959, + "IoU": 0.001178739819974282, + "TN": 848164, + "TP": 33, + "n_pred": 27992, + "n_ref": 37 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2506, + "IoU": 0.0, + "TN": 873654, + "TP": 0, + "n_pred": 2506, + "n_ref": 0 + }, + "8": { + "Dice": 0.21332041134980886, + "FN": 43792, + "FP": 41, + "IoU": 0.11939488910318226, + "TN": 826384, + "TP": 5943, + "n_pred": 5984, + "n_ref": 49735 + }, + "9": { + "Dice": 0.21131949095780309, + "FN": 2424, + "FP": 2286, + "IoU": 0.1181426699120015, + "TN": 870819, + "TP": 631, + "n_pred": 2917, + "n_ref": 3055 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9646114767347881, + "FN": 1076, + "FP": 1376, + "IoU": 0.931642040702537, + "TN": 489826, + "TP": 33418, + "n_pred": 34794, + "n_ref": 34494 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0012748326782109848, + "FN": 10770, + "FP": 8032, + "IoU": 0.0006378228978420325, + "TN": 506882, + "TP": 12, + "n_pred": 8044, + "n_ref": 10782 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 225, + "IoU": 0.0, + "TN": 525471, + "TP": 0, + "n_pred": 225, + "n_ref": 0 + }, + "7": { + "Dice": 0.8245007955734579, + "FN": 11862, + "FP": 381, + "IoU": 0.7014048095214868, + "TN": 484694, + "TP": 28759, + "n_pred": 29140, + "n_ref": 40621 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9675916246004959, + "FN": 323, + "FP": 762, + "IoU": 0.9372179145932183, + "TN": 683646, + "TP": 16197, + "n_pred": 16959, + "n_ref": 16520 + }, + "10": { + "Dice": 0.8887583284373164, + "FN": 3876, + "FP": 5023, + "IoU": 0.7997885169186465, + "TN": 656480, + "TP": 35549, + "n_pred": 40572, + "n_ref": 39425 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6998747738973146, + "FN": 1817, + "FP": 340, + "IoU": 0.5383133561643836, + "TN": 696256, + "TP": 2515, + "n_pred": 2855, + "n_ref": 4332 + }, + "13": { + "Dice": 0.8929838129016774, + "FN": 1756, + "FP": 2257, + "IoU": 0.8066583156677587, + "TN": 680172, + "TP": 16743, + "n_pred": 19000, + "n_ref": 18499 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9375646774749914, + "FN": 50, + "FP": 131, + "IoU": 0.8824675324675325, + "TN": 699388, + "TP": 1359, + "n_pred": 1490, + "n_ref": 1409 + }, + "3": { + "Dice": 0.9590812584443158, + "FN": 3798, + "FP": 2138, + "IoU": 0.9213795661042091, + "TN": 625426, + "TP": 69566, + "n_pred": 71704, + "n_ref": 73364 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9496071660911775, + "FN": 466, + "FP": 541, + "IoU": 0.9040495474035255, + "TN": 690433, + "TP": 9488, + "n_pred": 10029, + "n_ref": 9954 + }, + "9": { + "Dice": 0.9573754530210418, + "FN": 733, + "FP": 843, + "IoU": 0.9182360570687419, + "TN": 681653, + "TP": 17699, + "n_pred": 18542, + "n_ref": 18432 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 357, + "FP": 2958, + "IoU": 0.0, + "TN": 697613, + "TP": 0, + "n_pred": 2958, + "n_ref": 357 + }, + "11": { + "Dice": 0.7546434991012583, + "FN": 1032, + "FP": 606, + "IoU": 0.6059658407505413, + "TN": 696771, + "TP": 2519, + "n_pred": 3125, + "n_ref": 3551 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 50, + "IoU": 0.0, + "TN": 700878, + "TP": 0, + "n_pred": 50, + "n_ref": 0 + }, + "13": { + "Dice": 0.4848920304489669, + "FN": 10418, + "FP": 16108, + "IoU": 0.32003793801748226, + "TN": 661917, + "TP": 12485, + "n_pred": 28593, + "n_ref": 22903 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9010805599919426, + "FN": 1025, + "FP": 5850, + "IoU": 0.8199696239656437, + "TN": 662740, + "TP": 31313, + "n_pred": 37163, + "n_ref": 32338 + }, + "3": { + "Dice": 0.3369012576933369, + "FN": 4899, + "FP": 57, + "IoU": 0.20257441673370877, + "TN": 694713, + "TP": 1259, + "n_pred": 1316, + "n_ref": 6158 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9362895597192028, + "FN": 853, + "FP": 2986, + "IoU": 0.8802109335996006, + "TN": 668880, + "TP": 28209, + "n_pred": 31195, + "n_ref": 29062 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 31, + "IoU": 0.0, + "TN": 700897, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9395778558616115, + "FN": 3826, + "FP": 1092, + "IoU": 0.8860413384002225, + "TN": 657772, + "TP": 38238, + "n_pred": 39330, + "n_ref": 42064 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.965844079334948, + "FN": 1410, + "FP": 1199, + "IoU": 0.933944350203813, + "TN": 1011895, + "TP": 36888, + "n_pred": 38087, + "n_ref": 38298 + }, + "10": { + "Dice": 0.9043099424303719, + "FN": 1324, + "FP": 521, + "IoU": 0.8253337120136325, + "TN": 1040829, + "TP": 8718, + "n_pred": 9239, + "n_ref": 10042 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 93, + "IoU": 0.0, + "TN": 1051299, + "TP": 0, + "n_pred": 93, + "n_ref": 0 + }, + "12": { + "Dice": 0.654891304347826, + "FN": 127, + "FP": 127, + "IoU": 0.4868686868686869, + "TN": 1050897, + "TP": 241, + "n_pred": 368, + "n_ref": 368 + }, + "13": { + "Dice": 0.48880499187247656, + "FN": 6452, + "FP": 3297, + "IoU": 0.3234559333795975, + "TN": 1036982, + "TP": 4661, + "n_pred": 7958, + "n_ref": 11113 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1391, + "IoU": 0.0, + "TN": 1050001, + "TP": 0, + "n_pred": 1391, + "n_ref": 0 + }, + "15": { + "Dice": 0.5852534562211982, + "FN": 97, + "FP": 83, + "IoU": 0.41368078175895767, + "TN": 1051085, + "TP": 127, + "n_pred": 210, + "n_ref": 224 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 32, + "IoU": 0.0, + "TN": 1051360, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + }, + "3": { + "Dice": 0.9859037829258154, + "FN": 192, + "FP": 181, + "IoU": 0.9721994484609078, + "TN": 1037975, + "TP": 13044, + "n_pred": 13225, + "n_ref": 13236 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 291, + "IoU": 0.0, + "TN": 1051101, + "TP": 0, + "n_pred": 291, + "n_ref": 0 + }, + "7": { + "Dice": 0.9220820620246823, + "FN": 475, + "FP": 1236, + "IoU": 0.8554288128432616, + "TN": 1039557, + "TP": 10124, + "n_pred": 11360, + "n_ref": 10599 + }, + "8": { + "Dice": 0.935454655234875, + "FN": 266, + "FP": 1872, + "IoU": 0.8787363167148772, + "TN": 1033761, + "TP": 15493, + "n_pred": 17365, + "n_ref": 15759 + }, + "9": { + "Dice": 0.930123811042032, + "FN": 134, + "FP": 1181, + "IoU": 0.8693751862521109, + "TN": 1041325, + "TP": 8752, + "n_pred": 9933, + "n_ref": 8886 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 9218, + "IoU": 0.0, + "TN": 691710, + "TP": 0, + "n_pred": 9218, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 52, + "IoU": 0.0, + "TN": 700876, + "TP": 0, + "n_pred": 52, + "n_ref": 0 + }, + "14": { + "Dice": 0.9415756732065951, + "FN": 660, + "FP": 2026, + "IoU": 0.8896013152486641, + "TN": 676598, + "TP": 21644, + "n_pred": 23670, + "n_ref": 22304 + }, + "15": { + "Dice": 0.5736159088787228, + "FN": 4538, + "FP": 29, + "IoU": 0.4021468778635947, + "TN": 693289, + "TP": 3072, + "n_pred": 3101, + "n_ref": 7610 + }, + "2": { + "Dice": 0.7, + "FN": 0, + "FP": 12, + "IoU": 0.5384615384615384, + "TN": 700902, + "TP": 14, + "n_pred": 26, + "n_ref": 14 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8114014251781473, + "FN": 2600, + "FP": 973, + "IoU": 0.6826538768984812, + "TN": 689669, + "TP": 7686, + "n_pred": 8659, + "n_ref": 10286 + }, + "6": { + "Dice": 0.781512949965111, + "FN": 9386, + "FP": 1260, + "IoU": 0.6413797749781042, + "TN": 671242, + "TP": 19040, + "n_pred": 20300, + "n_ref": 28426 + }, + "7": { + "Dice": 0.7993746743095362, + "FN": 43, + "FP": 727, + "IoU": 0.6657986111111112, + "TN": 698624, + "TP": 1534, + "n_pred": 2261, + "n_ref": 1577 + }, + "8": { + "Dice": 0.9579014319357778, + "FN": 2048, + "FP": 401, + "IoU": 0.9192042492824387, + "TN": 670617, + "TP": 27862, + "n_pred": 28263, + "n_ref": 29910 + }, + "9": { + "Dice": 0.766340841478963, + "FN": 2649, + "FP": 100, + "IoU": 0.6211933305773736, + "TN": 693671, + "TP": 4508, + "n_pred": 4608, + "n_ref": 7157 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9733117670845127, + "FN": 21, + "FP": 111, + "IoU": 0.9480110279637652, + "TN": 523157, + "TP": 2407, + "n_pred": 2518, + "n_ref": 2428 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 8, + "FP": 2049, + "IoU": 0.0, + "TN": 874103, + "TP": 0, + "n_pred": 2049, + "n_ref": 8 + }, + "10": { + "Dice": 0.8490509354089854, + "FN": 1809, + "FP": 3718, + "IoU": 0.7376963599259646, + "TN": 855089, + "TP": 15544, + "n_pred": 19262, + "n_ref": 17353 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 876154, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "12": { + "Dice": 0.663036778302856, + "FN": 2867, + "FP": 413, + "IoU": 0.495927462732442, + "TN": 869653, + "TP": 3227, + "n_pred": 3640, + "n_ref": 6094 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 177, + "IoU": 0.0, + "TN": 875983, + "TP": 0, + "n_pred": 177, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2321, + "IoU": 0.0, + "TN": 873839, + "TP": 0, + "n_pred": 2321, + "n_ref": 0 + }, + "3": { + "Dice": 0.7705720066212985, + "FN": 6193, + "FP": 44, + "IoU": 0.6267727843935132, + "TN": 859449, + "TP": 10474, + "n_pred": 10518, + "n_ref": 16667 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 49, + "IoU": 0.0, + "TN": 876111, + "TP": 0, + "n_pred": 49, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.269358074222668, + "FN": 0, + "FP": 29138, + "IoU": 0.15564055753571532, + "TN": 841651, + "TP": 5371, + "n_pred": 34509, + "n_ref": 5371 + }, + "7": { + "Dice": 0.000336417157275021, + "FN": 14, + "FP": 47530, + "IoU": 0.00016823687752355316, + "TN": 828608, + "TP": 8, + "n_pred": 47538, + "n_ref": 22 + }, + "8": { + "Dice": 0.9522185916560117, + "FN": 667, + "FP": 342, + "IoU": 0.9087950827081261, + "TN": 865097, + "TP": 10054, + "n_pred": 10396, + "n_ref": 10721 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 340, + "IoU": 0.0, + "TN": 875820, + "TP": 0, + "n_pred": 340, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8975944265105505, + "FN": 5135, + "FP": 480, + "IoU": 0.8142143400721304, + "TN": 495473, + "TP": 24608, + "n_pred": 25088, + "n_ref": 29743 + }, + "15": { + "Dice": 0.9153283831232372, + "FN": 731, + "FP": 740, + "IoU": 0.8438760348121418, + "TN": 516274, + "TP": 7951, + "n_pred": 8691, + "n_ref": 8682 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 525677, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9635760254739416, + "FN": 2315, + "FP": 396, + "IoU": 0.9297122115633912, + "TN": 662358, + "TP": 35859, + "n_pred": 36255, + "n_ref": 38174 + }, + "10": { + "Dice": 0.4939042150376566, + "FN": 11704, + "FP": 459, + "IoU": 0.3279367885954249, + "TN": 682830, + "TP": 5935, + "n_pred": 6394, + "n_ref": 17639 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9530008122808641, + "FN": 4247, + "FP": 324, + "IoU": 0.9102211572455513, + "TN": 650014, + "TP": 46343, + "n_pred": 46667, + "n_ref": 50590 + }, + "3": { + "Dice": 0.9591934403216029, + "FN": 916, + "FP": 363, + "IoU": 0.9215866593096683, + "TN": 684617, + "TP": 15032, + "n_pred": 15395, + "n_ref": 15948 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 620, + "IoU": 0.0, + "TN": 700308, + "TP": 0, + "n_pred": 620, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9522666420459791, + "FN": 707, + "FP": 1878, + "IoU": 0.9088826224885442, + "TN": 672558, + "TP": 25785, + "n_pred": 27663, + "n_ref": 26492 + }, + "7": { + "Dice": 0.9365845311430527, + "FN": 2908, + "FP": 798, + "IoU": 0.8807324687027323, + "TN": 669855, + "TP": 27367, + "n_pred": 28165, + "n_ref": 30275 + }, + "8": { + "Dice": 0.9134396355353075, + "FN": 151, + "FP": 153, + "IoU": 0.8406708595387841, + "TN": 699020, + "TP": 1604, + "n_pred": 1757, + "n_ref": 1755 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0400.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1762, + "IoU": 0.0, + "TN": 874398, + "TP": 0, + "n_pred": 1762, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 803, + "IoU": 0.0, + "TN": 875357, + "TP": 0, + "n_pred": 803, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 4548, + "IoU": 0.0, + "TN": 871612, + "TP": 0, + "n_pred": 4548, + "n_ref": 0 + }, + "15": { + "Dice": 0.8478273233989307, + "FN": 5150, + "FP": 5552, + "IoU": 0.7358509194125632, + "TN": 835645, + "TP": 29813, + "n_pred": 35365, + "n_ref": 34963 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 87, + "IoU": 0.0, + "TN": 876073, + "TP": 0, + "n_pred": 87, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7699910820451843, + "FN": 4184, + "FP": 8196, + "IoU": 0.6260044710289409, + "TN": 843058, + "TP": 20722, + "n_pred": 28918, + "n_ref": 24906 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9737784014758518, + "FN": 1721, + "FP": 1605, + "IoU": 0.9488968102759511, + "TN": 811076, + "TP": 61758, + "n_pred": 63363, + "n_ref": 63479 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 11564, + "IoU": 0.0, + "TN": 864596, + "TP": 0, + "n_pred": 11564, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1518, + "IoU": 0.0, + "TN": 874642, + "TP": 0, + "n_pred": 1518, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0401.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.5332505798923635, + "FN": 1224.5644444444445, + "FP": 929.7666666666667, + "IoU": 0.45601239845018493, + "TN": 714603.9466666667, + "TP": 7533.988888888888, + "n_pred": 8463.755555555555, + "n_ref": 8758.553333333335 + }, + "mean": { + "1": { + "Dice": 0.5641433113763903, + "FN": 364.46666666666664, + "FP": 583.5, + "IoU": 0.5126530370813558, + "TN": 718344.9666666667, + "TP": 4999.333333333333, + "n_pred": 5582.833333333333, + "n_ref": 5363.8 + }, + "10": { + "Dice": 0.5543684156812353, + "FN": 2359.3333333333335, + "FP": 1321.6333333333334, + "IoU": 0.44533446027617296, + "TN": 715857.4666666667, + "TP": 4753.833333333333, + "n_pred": 6075.466666666666, + "n_ref": 7113.166666666667 + }, + "11": { + "Dice": 0.45699420835151605, + "FN": 120.4, + "FP": 45.0, + "IoU": 0.3398638492046734, + "TN": 723947.4333333333, + "TP": 179.43333333333334, + "n_pred": 224.43333333333334, + "n_ref": 299.8333333333333 + }, + "12": { + "Dice": 0.23782136048140465, + "FN": 148.3, + "FP": 130.93333333333334, + "IoU": 0.16473253401559934, + "TN": 723827.8333333334, + "TP": 185.2, + "n_pred": 316.1333333333333, + "n_ref": 333.5 + }, + "13": { + "Dice": 0.36804039500871194, + "FN": 2842.5666666666666, + "FP": 789.9666666666667, + "IoU": 0.2761296123473507, + "TN": 717846.6666666666, + "TP": 2813.0666666666666, + "n_pred": 3603.0333333333333, + "n_ref": 5655.633333333333 + }, + "14": { + "Dice": 0.5587622894028027, + "FN": 1566.1333333333334, + "FP": 2662.0333333333333, + "IoU": 0.49524734402628073, + "TN": 712570.0666666667, + "TP": 7494.033333333334, + "n_pred": 10156.066666666668, + "n_ref": 9060.166666666666 + }, + "15": { + "Dice": 0.7627543325485255, + "FN": 1742.5, + "FP": 1061.5, + "IoU": 0.6371490074287882, + "TN": 715863.6333333333, + "TP": 5624.633333333333, + "n_pred": 6686.133333333333, + "n_ref": 7367.133333333333 + }, + "2": { + "Dice": 0.7897677870625804, + "FN": 1434.4333333333334, + "FP": 1027.0666666666666, + "IoU": 0.7277661755962196, + "TN": 708354.2, + "TP": 13476.566666666668, + "n_pred": 14503.633333333333, + "n_ref": 14911.0 + }, + "3": { + "Dice": 0.4343745768311678, + "FN": 800.3333333333334, + "FP": 350.23333333333335, + "IoU": 0.38295977007500087, + "TN": 717865.5666666667, + "TP": 5276.133333333333, + "n_pred": 5626.366666666667, + "n_ref": 6076.466666666666 + }, + "4": { + "Dice": 0.19264470090522456, + "FN": 658.0333333333333, + "FP": 644.2666666666667, + "IoU": 0.13648143138149887, + "TN": 722776.9666666667, + "TP": 213.0, + "n_pred": 857.2666666666667, + "n_ref": 871.0333333333333 + }, + "5": { + "Dice": 0.21910775299966104, + "FN": 108.43333333333334, + "FP": 94.2, + "IoU": 0.16915522639876426, + "TN": 723868.0333333333, + "TP": 221.6, + "n_pred": 315.8, + "n_ref": 330.03333333333336 + }, + "6": { + "Dice": 0.7918501817725185, + "FN": 2822.766666666667, + "FP": 1724.9, + "IoU": 0.7302312459253384, + "TN": 676780.7, + "TP": 42963.9, + "n_pred": 44688.8, + "n_ref": 45786.666666666664 + }, + "7": { + "Dice": 0.5253951782758173, + "FN": 2666.5333333333333, + "FP": 2517.6666666666665, + "IoU": 0.45964185714174977, + "TN": 700066.3333333334, + "TP": 19041.733333333334, + "n_pred": 21559.4, + "n_ref": 21708.266666666666 + }, + "8": { + "Dice": 0.8609325758544931, + "FN": 207.7, + "FP": 381.93333333333334, + "IoU": 0.7664423300512317, + "TN": 721318.5333333333, + "TP": 2384.1, + "n_pred": 2766.0333333333333, + "n_ref": 2591.8 + }, + "9": { + "Dice": 0.6818016318334021, + "FN": 526.5333333333333, + "FP": 611.6666666666666, + "IoU": 0.5963980958027505, + "TN": 719770.8, + "TP": 3383.266666666667, + "n_pred": 3994.9333333333334, + "n_ref": 3909.8 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6954711087975013, + "FN": 403, + "FP": 182, + "IoU": 0.533120510774142, + "TN": 874907, + "TP": 668, + "n_pred": 850, + "n_ref": 1071 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.333791380387258, + "FN": 9736, + "FP": 930, + "IoU": 0.20032988454041087, + "TN": 862822, + "TP": 2672, + "n_pred": 3602, + "n_ref": 12408 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9129032258064517, + "FN": 68, + "FP": 148, + "IoU": 0.8397626112759644, + "TN": 874812, + "TP": 1132, + "n_pred": 1280, + "n_ref": 1200 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 2537, + "FP": 0, + "IoU": 0.0, + "TN": 873623, + "TP": 0, + "n_pred": 0, + "n_ref": 2537 + }, + "8": { + "Dice": 0.824142568930733, + "FN": 545, + "FP": 2593, + "IoU": 0.7008864741206748, + "TN": 865669, + "TP": 7353, + "n_pred": 9946, + "n_ref": 7898 + }, + "9": { + "Dice": 0.8663127203098481, + "FN": 2921, + "FP": 3223, + "IoU": 0.7641549268742083, + "TN": 850109, + "TP": 19907, + "n_pred": 23130, + "n_ref": 22828 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7164150943396227, + "FN": 974, + "FP": 2032, + "IoU": 0.5581361164192268, + "TN": 1044589, + "TP": 3797, + "n_pred": 5829, + "n_ref": 4771 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 1051380, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6151419558359621, + "FN": 433, + "FP": 787, + "IoU": 0.44419134396355353, + "TN": 1049197, + "TP": 975, + "n_pred": 1762, + "n_ref": 1408 + }, + "7": { + "Dice": 0.9419579604629624, + "FN": 6515, + "FP": 2948, + "IoU": 0.8902840579710145, + "TN": 965142, + "TP": 76787, + "n_pred": 79735, + "n_ref": 83302 + }, + "8": { + "Dice": 0.7073313782991202, + "FN": 3313, + "FP": 1178, + "IoU": 0.5471869328493648, + "TN": 1041474, + "TP": 5427, + "n_pred": 6605, + "n_ref": 8740 + }, + "9": { + "Dice": 0.15523613963039015, + "FN": 6121, + "FP": 50, + "IoU": 0.08414959928762245, + "TN": 1044654, + "TP": 567, + "n_pred": 617, + "n_ref": 6688 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5941, + "IoU": 0.0, + "TN": 870219, + "TP": 0, + "n_pred": 5941, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7199488491048593, + "FN": 1088, + "FP": 226, + "IoU": 0.5624375624375625, + "TN": 873157, + "TP": 1689, + "n_pred": 1915, + "n_ref": 2777 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9314479708474788, + "FN": 2897, + "FP": 1505, + "IoU": 0.8716917337064242, + "TN": 841852, + "TP": 29906, + "n_pred": 31411, + "n_ref": 32803 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1943, + "IoU": 0.0, + "TN": 874217, + "TP": 0, + "n_pred": 1943, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 876159, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "6": { + "Dice": 0.9284830729166667, + "FN": 7971, + "FP": 817, + "IoU": 0.8665127441747426, + "TN": 810326, + "TP": 57046, + "n_pred": 57863, + "n_ref": 65017 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7406326034063261, + "FN": 11, + "FP": 522, + "IoU": 0.5880989180834622, + "TN": 874866, + "TP": 761, + "n_pred": 1283, + "n_ref": 772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6390523381851967, + "FN": 4194, + "FP": 468, + "IoU": 0.4695642280122881, + "TN": 692139, + "TP": 4127, + "n_pred": 4595, + "n_ref": 8321 + }, + "10": { + "Dice": 0.0, + "FN": 1307, + "FP": 0, + "IoU": 0.0, + "TN": 699621, + "TP": 0, + "n_pred": 0, + "n_ref": 1307 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.939636040834443, + "FN": 279, + "FP": 537, + "IoU": 0.8861448304730013, + "TN": 693761, + "TP": 6351, + "n_pred": 6888, + "n_ref": 6630 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2225, + "IoU": 0.0, + "TN": 698703, + "TP": 0, + "n_pred": 2225, + "n_ref": 0 + }, + "7": { + "Dice": 0.5101698890862179, + "FN": 6847, + "FP": 22389, + "IoU": 0.34243494298373856, + "TN": 656467, + "TP": 15225, + "n_pred": 37614, + "n_ref": 22072 + }, + "8": { + "Dice": 0.6666666666666666, + "FN": 97, + "FP": 139, + "IoU": 0.5, + "TN": 700456, + "TP": 236, + "n_pred": 375, + "n_ref": 333 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9662436006825939, + "FN": 1772, + "FP": 760, + "IoU": 0.934691771988651, + "TN": 662158, + "TP": 36238, + "n_pred": 36998, + "n_ref": 38010 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 180, + "IoU": 0.0, + "TN": 700748, + "TP": 0, + "n_pred": 180, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.684543918918919, + "FN": 1436, + "FP": 58, + "IoU": 0.5203852327447833, + "TN": 697813, + "TP": 1621, + "n_pred": 1679, + "n_ref": 3057 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9570656756209345, + "FN": 8108, + "FP": 1007, + "IoU": 0.9176662933121364, + "TN": 590220, + "TP": 101593, + "n_pred": 102600, + "n_ref": 109701 + }, + "3": { + "Dice": 0.7543859649122807, + "FN": 0, + "FP": 196, + "IoU": 0.6056338028169014, + "TN": 700431, + "TP": 301, + "n_pred": 497, + "n_ref": 301 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9149612304563366, + "FN": 205, + "FP": 1133, + "IoU": 0.8432521087160263, + "TN": 692392, + "TP": 7198, + "n_pred": 8331, + "n_ref": 7403 + }, + "7": { + "Dice": 0.9598960939412974, + "FN": 1880, + "FP": 1887, + "IoU": 0.9228848082867612, + "TN": 652079, + "TP": 45082, + "n_pred": 46969, + "n_ref": 46962 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8953068592057761, + "FN": 36, + "FP": 22, + "IoU": 0.8104575163398693, + "TN": 700622, + "TP": 248, + "n_pred": 270, + "n_ref": 284 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1861, + "IoU": 0.0, + "TN": 699067, + "TP": 0, + "n_pred": 1861, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9907755969999138, + "FN": 934, + "FP": 350, + "IoU": 0.9817198177676537, + "TN": 630688, + "TP": 68956, + "n_pred": 69306, + "n_ref": 69890 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 308, + "IoU": 0.0, + "TN": 700620, + "TP": 0, + "n_pred": 308, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6595000832401836, + "FN": 10146, + "FP": 4171, + "IoU": 0.4919806968987297, + "TN": 672746, + "TP": 13865, + "n_pred": 18036, + "n_ref": 24011 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 75, + "FP": 0, + "IoU": 0.0, + "TN": 700853, + "TP": 0, + "n_pred": 0, + "n_ref": 75 + }, + "13": { + "Dice": 0.3360360642394265, + "FN": 19598, + "FP": 1611, + "IoU": 0.20194912703190848, + "TN": 674352, + "TP": 5367, + "n_pred": 6978, + "n_ref": 24965 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8382005623242736, + "FN": 11895, + "FP": 14001, + "IoU": 0.7214675228292085, + "TN": 607955, + "TP": 67077, + "n_pred": 81078, + "n_ref": 78972 + }, + "3": { + "Dice": 0.4524291497975709, + "FN": 4041, + "FP": 287, + "IoU": 0.2923479398299542, + "TN": 694812, + "TP": 1788, + "n_pred": 2075, + "n_ref": 5829 + }, + "4": { + "Dice": 0.0, + "FN": 205, + "FP": 759, + "IoU": 0.0, + "TN": 699964, + "TP": 0, + "n_pred": 759, + "n_ref": 205 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 147, + "IoU": 0.0, + "TN": 700781, + "TP": 0, + "n_pred": 147, + "n_ref": 0 + }, + "6": { + "Dice": 0.9591375512803115, + "FN": 9205, + "FP": 6453, + "IoU": 0.9214834798393365, + "TN": 501505, + "TP": 183765, + "n_pred": 190218, + "n_ref": 192970 + }, + "7": { + "Dice": 0.4356338028169014, + "FN": 1660, + "FP": 14368, + "IoU": 0.2784730350229585, + "TN": 678714, + "TP": 6186, + "n_pred": 20554, + "n_ref": 7846 + }, + "8": { + "Dice": 0.8560664819944598, + "FN": 136, + "FP": 2462, + "IoU": 0.7483533514141806, + "TN": 690604, + "TP": 7726, + "n_pred": 10188, + "n_ref": 7862 + }, + "9": { + "Dice": 0.8444823737937373, + "FN": 1263, + "FP": 1106, + "IoU": 0.730826042495171, + "TN": 692127, + "TP": 6432, + "n_pred": 7538, + "n_ref": 7695 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 700906, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "10": { + "Dice": 0.9060201478502132, + "FN": 1642, + "FP": 3405, + "IoU": 0.8281872340425532, + "TN": 671553, + "TP": 24328, + "n_pred": 27733, + "n_ref": 25970 + }, + "11": { + "Dice": 0.34339369550637155, + "FN": 854, + "FP": 125, + "IoU": 0.20728744939271254, + "TN": 699693, + "TP": 256, + "n_pred": 381, + "n_ref": 1110 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 39, + "IoU": 0.0, + "TN": 700889, + "TP": 0, + "n_pred": 39, + "n_ref": 0 + }, + "13": { + "Dice": 0.9155746911269188, + "FN": 2760, + "FP": 848, + "IoU": 0.8442948385983083, + "TN": 677756, + "TP": 19564, + "n_pred": 20412, + "n_ref": 22324 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8621399176954733, + "FN": 495, + "FP": 309, + "IoU": 0.7576853526220615, + "TN": 697610, + "TP": 2514, + "n_pred": 2823, + "n_ref": 3009 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8024844720496894, + "FN": 159, + "FP": 0, + "IoU": 0.6701244813278008, + "TN": 700446, + "TP": 323, + "n_pred": 323, + "n_ref": 482 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9844850161820293, + "FN": 1313, + "FP": 1199, + "IoU": 0.96944410655638, + "TN": 618718, + "TP": 79698, + "n_pred": 80897, + "n_ref": 81011 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9453424838825554, + "FN": 460, + "FP": 2431, + "IoU": 0.8963502079449305, + "TN": 673036, + "TP": 25001, + "n_pred": 27432, + "n_ref": 25461 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 174, + "IoU": 0.0, + "TN": 525522, + "TP": 0, + "n_pred": 174, + "n_ref": 0 + }, + "10": { + "Dice": 0.383464005702067, + "FN": 731, + "FP": 134, + "IoU": 0.23721340388007053, + "TN": 524562, + "TP": 269, + "n_pred": 403, + "n_ref": 1000 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8036491463006361, + "FN": 387, + "FP": 1959, + "IoU": 0.6717503847768295, + "TN": 518549, + "TP": 4801, + "n_pred": 6760, + "n_ref": 5188 + }, + "6": { + "Dice": 0.8060731440188408, + "FN": 18590, + "FP": 8501, + "IoU": 0.6751444948077799, + "TN": 442302, + "TP": 56303, + "n_pred": 64804, + "n_ref": 74893 + }, + "7": { + "Dice": 0.6276906238599052, + "FN": 7147, + "FP": 1017, + "IoU": 0.45739731490097035, + "TN": 510650, + "TP": 6882, + "n_pred": 7899, + "n_ref": 14029 + }, + "8": { + "Dice": 0.8451612903225807, + "FN": 37, + "FP": 11, + "IoU": 0.7318435754189944, + "TN": 525517, + "TP": 131, + "n_pred": 142, + "n_ref": 168 + }, + "9": { + "Dice": 0.2684485764090645, + "FN": 347, + "FP": 2171, + "IoU": 0.15503355704697985, + "TN": 522716, + "TP": 462, + "n_pred": 2633, + "n_ref": 809 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8633306376851615, + "FN": 2479, + "FP": 4450, + "IoU": 0.7595266190046506, + "TN": 496882, + "TP": 21885, + "n_pred": 26335, + "n_ref": 24364 + }, + "15": { + "Dice": 0.6868789808917197, + "FN": 4701, + "FP": 215, + "IoU": 0.5230888630190144, + "TN": 515388, + "TP": 5392, + "n_pred": 5607, + "n_ref": 10093 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8414309648171874, + "FN": 4503, + "FP": 3542, + "IoU": 0.726267437904049, + "TN": 671538, + "TP": 21345, + "n_pred": 24887, + "n_ref": 25848 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8829055059523809, + "FN": 2793, + "FP": 2243, + "IoU": 0.7903588377320789, + "TN": 676906, + "TP": 18986, + "n_pred": 21229, + "n_ref": 21779 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1363, + "IoU": 0.0, + "TN": 699565, + "TP": 0, + "n_pred": 1363, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 700922, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 700917, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9627786073779105, + "FN": 268, + "FP": 405, + "IoU": 0.9282286445558281, + "TN": 691551, + "TP": 8704, + "n_pred": 9109, + "n_ref": 8972 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 776, + "IoU": 0.0, + "TN": 700152, + "TP": 0, + "n_pred": 776, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.44034106951267715, + "FN": 9453, + "FP": 458, + "IoU": 0.2823316437364229, + "TN": 687118, + "TP": 3899, + "n_pred": 4357, + "n_ref": 13352 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8999047165316818, + "FN": 8876, + "FP": 3730, + "IoU": 0.8180243384868564, + "TN": 631655, + "TP": 56667, + "n_pred": 60397, + "n_ref": 65543 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 339, + "IoU": 0.0, + "TN": 700589, + "TP": 0, + "n_pred": 339, + "n_ref": 0 + }, + "4": { + "Dice": 0.2604166666666667, + "FN": 12011, + "FP": 485, + "IoU": 0.1497005988023952, + "TN": 686232, + "TP": 2200, + "n_pred": 2685, + "n_ref": 14211 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9653262329032112, + "FN": 9504, + "FP": 5732, + "IoU": 0.932976425614654, + "TN": 473605, + "TP": 212087, + "n_pred": 217819, + "n_ref": 221591 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6403, + "IoU": 0.0, + "TN": 694525, + "TP": 0, + "n_pred": 6403, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 16, + "FP": 0, + "IoU": 0.0, + "TN": 700912, + "TP": 0, + "n_pred": 0, + "n_ref": 16 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8342835423793235, + "FN": 170, + "FP": 1574, + "IoU": 0.7156830779263124, + "TN": 519562, + "TP": 4390, + "n_pred": 5964, + "n_ref": 4560 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.580112108349804, + "FN": 12545, + "FP": 414, + "IoU": 0.40856190954315186, + "TN": 503785, + "TP": 8952, + "n_pred": 9366, + "n_ref": 21497 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 8663, + "IoU": 0.0, + "TN": 517033, + "TP": 0, + "n_pred": 8663, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9567757944448891, + "FN": 519, + "FP": 1641, + "IoU": 0.9171334305225197, + "TN": 499630, + "TP": 23906, + "n_pred": 25547, + "n_ref": 24425 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.5347384267971397, + "FN": 4814, + "FP": 1367, + "IoU": 0.3649440049316757, + "TN": 515963, + "TP": 3552, + "n_pred": 4919, + "n_ref": 8366 + }, + "5": { + "Dice": 0.5109973716973302, + "FN": 2854, + "FP": 681, + "IoU": 0.3431809736157562, + "TN": 520314, + "TP": 1847, + "n_pred": 2528, + "n_ref": 4701 + }, + "6": { + "Dice": 0.9501212945979528, + "FN": 788, + "FP": 2584, + "IoU": 0.9049819657348963, + "TN": 490208, + "TP": 32116, + "n_pred": 34700, + "n_ref": 32904 + }, + "7": { + "Dice": 0.130248950209958, + "FN": 23085, + "FP": 113, + "IoU": 0.06966111890916382, + "TN": 500761, + "TP": 1737, + "n_pred": 1850, + "n_ref": 24822 + }, + "8": { + "Dice": 0.8986914309835373, + "FN": 183, + "FP": 777, + "IoU": 0.8160214641625144, + "TN": 520478, + "TP": 4258, + "n_pred": 5035, + "n_ref": 4441 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9051809902808602, + "FN": 1610, + "FP": 5824, + "IoU": 0.8267859639312176, + "TN": 482778, + "TP": 35484, + "n_pred": 41308, + "n_ref": 37094 + }, + "15": { + "Dice": 0.7758642426687511, + "FN": 7244, + "FP": 1645, + "IoU": 0.633805718052237, + "TN": 501422, + "TP": 15385, + "n_pred": 17030, + "n_ref": 22629 + }, + "2": { + "Dice": 0.8864853512548566, + "FN": 2070, + "FP": 92, + "IoU": 0.7961146737080347, + "TN": 515092, + "TP": 8442, + "n_pred": 8534, + "n_ref": 10512 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1766, + "IoU": 0.0, + "TN": 523930, + "TP": 0, + "n_pred": 1766, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.17640940295402538, + "FN": 1983, + "FP": 13853, + "IoU": 0.09673739447866758, + "TN": 858628, + "TP": 1696, + "n_pred": 15549, + "n_ref": 3679 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 876149, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "13": { + "Dice": 0.43916486681065514, + "FN": 10831, + "FP": 6307, + "IoU": 0.28136531365313655, + "TN": 852312, + "TP": 6710, + "n_pred": 13017, + "n_ref": 17541 + }, + "14": { + "Dice": 0.0, + "FN": 17324, + "FP": 0, + "IoU": 0.0, + "TN": 858836, + "TP": 0, + "n_pred": 0, + "n_ref": 17324 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 876143, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.20204688015846814, + "FN": 2381, + "FP": 36, + "IoU": 0.1123760558207859, + "TN": 873437, + "TP": 306, + "n_pred": 342, + "n_ref": 2687 + }, + "5": { + "Dice": 0.0, + "FN": 12, + "FP": 2, + "IoU": 0.0, + "TN": 876146, + "TP": 0, + "n_pred": 2, + "n_ref": 12 + }, + "6": { + "Dice": 0.43478260869565216, + "FN": 336, + "FP": 132, + "IoU": 0.2777777777777778, + "TN": 875512, + "TP": 180, + "n_pred": 312, + "n_ref": 516 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6082, + "IoU": 0.0, + "TN": 870078, + "TP": 0, + "n_pred": 6082, + "n_ref": 0 + }, + "8": { + "Dice": 0.9327055824984956, + "FN": 192, + "FP": 1709, + "IoU": 0.8738971807628524, + "TN": 861085, + "TP": 13174, + "n_pred": 14883, + "n_ref": 13366 + }, + "9": { + "Dice": 0.6664342976646915, + "FN": 2642, + "FP": 3100, + "IoU": 0.4997386304234187, + "TN": 864682, + "TP": 5736, + "n_pred": 8836, + "n_ref": 8378 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9113805449901287, + "FN": 1403, + "FP": 6542, + "IoU": 0.8371892866657104, + "TN": 652129, + "TP": 40854, + "n_pred": 47396, + "n_ref": 42257 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8469709349830746, + "FN": 2259, + "FP": 363, + "IoU": 0.734561652156307, + "TN": 691050, + "TP": 7256, + "n_pred": 7619, + "n_ref": 9515 + }, + "15": { + "Dice": 0.7370348471265903, + "FN": 5139, + "FP": 8648, + "IoU": 0.5835749667754018, + "TN": 667820, + "TP": 19321, + "n_pred": 27969, + "n_ref": 24460 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9168943449860447, + "FN": 10811, + "FP": 474, + "IoU": 0.8465419239032881, + "TN": 627390, + "TP": 62253, + "n_pred": 62727, + "n_ref": 73064 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 660, + "IoU": 0.0, + "TN": 875500, + "TP": 0, + "n_pred": 660, + "n_ref": 0 + }, + "15": { + "Dice": 0.8540808172602353, + "FN": 9300, + "FP": 13, + "IoU": 0.7453237803544083, + "TN": 839592, + "TP": 27255, + "n_pred": 27268, + "n_ref": 36555 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 876123, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 349, + "IoU": 0.0, + "TN": 875811, + "TP": 0, + "n_pred": 349, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9469279894296411, + "FN": 644, + "FP": 79, + "IoU": 0.8992053534086156, + "TN": 868987, + "TP": 6450, + "n_pred": 6529, + "n_ref": 7094 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 525693, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9570846551474259, + "FN": 242, + "FP": 2423, + "IoU": 0.9177011920202581, + "TN": 493314, + "TP": 29717, + "n_pred": 32140, + "n_ref": 29959 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9041882616612971, + "FN": 2222, + "FP": 1882, + "IoU": 0.8251310239038732, + "TN": 502227, + "TP": 19365, + "n_pred": 21247, + "n_ref": 21587 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.38909541511771994, + "FN": 189, + "FP": 304, + "IoU": 0.24153846153846154, + "TN": 525046, + "TP": 157, + "n_pred": 461, + "n_ref": 346 + }, + "13": { + "Dice": 0.0, + "FN": 135, + "FP": 1928, + "IoU": 0.0, + "TN": 523633, + "TP": 0, + "n_pred": 1928, + "n_ref": 135 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8455772113943029, + "FN": 205, + "FP": 207, + "IoU": 0.7324675324675325, + "TN": 524156, + "TP": 1128, + "n_pred": 1335, + "n_ref": 1333 + }, + "8": { + "Dice": 0.91005291005291, + "FN": 89, + "FP": 523, + "IoU": 0.8349514563106796, + "TN": 521988, + "TP": 3096, + "n_pred": 3619, + "n_ref": 3185 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 876155, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "10": { + "Dice": 0.5690861992945326, + "FN": 29361, + "FP": 1913, + "IoU": 0.39770823302840635, + "TN": 824235, + "TP": 20651, + "n_pred": 22564, + "n_ref": 50012 + }, + "11": { + "Dice": 0.4289487585842578, + "FN": 1068, + "FP": 13, + "IoU": 0.2730329522528581, + "TN": 874673, + "TP": 406, + "n_pred": 419, + "n_ref": 1474 + }, + "12": { + "Dice": 0.0, + "FN": 11, + "FP": 310, + "IoU": 0.0, + "TN": 875839, + "TP": 0, + "n_pred": 310, + "n_ref": 11 + }, + "13": { + "Dice": 0.11594202898550725, + "FN": 7113, + "FP": 85, + "IoU": 0.06153846153846154, + "TN": 868490, + "TP": 472, + "n_pred": 557, + "n_ref": 7585 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.968975562689032, + "FN": 2947, + "FP": 397, + "IoU": 0.9398182309007469, + "TN": 820595, + "TP": 52221, + "n_pred": 52618, + "n_ref": 55168 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 876157, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 14812, + "IoU": 0.0, + "TN": 861348, + "TP": 0, + "n_pred": 14812, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9166256252633078, + "FN": 8201, + "FP": 5850, + "IoU": 0.8460839084237046, + "TN": 784870, + "TP": 77239, + "n_pred": 83089, + "n_ref": 85440 + }, + "7": { + "Dice": 0.9219817417170992, + "FN": 14255, + "FP": 8563, + "IoU": 0.8552561467610565, + "TN": 718516, + "TP": 134826, + "n_pred": 143389, + "n_ref": 149081 + }, + "8": { + "Dice": 0.9529152640984083, + "FN": 184, + "FP": 949, + "IoU": 0.9100650896967772, + "TN": 863562, + "TP": 11465, + "n_pred": 12414, + "n_ref": 11649 + }, + "9": { + "Dice": 0.9209410897475275, + "FN": 5, + "FP": 1282, + "IoU": 0.8534669247409769, + "TN": 867377, + "TP": 7496, + "n_pred": 8778, + "n_ref": 7501 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9730905048391316, + "FN": 2084, + "FP": 1208, + "IoU": 0.9475913013022574, + "TN": 638114, + "TP": 59522, + "n_pred": 60730, + "n_ref": 61606 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 700926, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "12": { + "Dice": 0.21018418201516792, + "FN": 1455, + "FP": 3, + "IoU": 0.11743341404358354, + "TN": 699276, + "TP": 194, + "n_pred": 197, + "n_ref": 1649 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 32, + "IoU": 0.0, + "TN": 700896, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9615853658536585, + "FN": 1141, + "FP": 371, + "IoU": 0.9260129183793306, + "TN": 680492, + "TP": 18924, + "n_pred": 19295, + "n_ref": 20065 + }, + "3": { + "Dice": 0.9453752725007786, + "FN": 1947, + "FP": 684, + "IoU": 0.896409166076069, + "TN": 675530, + "TP": 22767, + "n_pred": 23451, + "n_ref": 24714 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9721405657952094, + "FN": 8981, + "FP": 989, + "IoU": 0.9457913538024891, + "TN": 517009, + "TP": 173949, + "n_pred": 174938, + "n_ref": 182930 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 700922, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9689113654511579, + "FN": 1305, + "FP": 1031, + "IoU": 0.9396974546956477, + "TN": 837422, + "TP": 36402, + "n_pred": 37433, + "n_ref": 37707 + }, + "15": { + "Dice": 0.797953568889301, + "FN": 4665, + "FP": 8407, + "IoU": 0.6638292400668638, + "TN": 837275, + "TP": 25813, + "n_pred": 34220, + "n_ref": 30478 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 47, + "FP": 2, + "IoU": 0.0, + "TN": 876111, + "TP": 0, + "n_pred": 2, + "n_ref": 47 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9643931062103864, + "FN": 2814, + "FP": 2787, + "IoU": 0.9312347300831174, + "TN": 794709, + "TP": 75850, + "n_pred": 78637, + "n_ref": 78664 + }, + "7": { + "Dice": 0.35567715458276333, + "FN": 448, + "FP": 23, + "IoU": 0.21630615640599002, + "TN": 875559, + "TP": 130, + "n_pred": 153, + "n_ref": 578 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9184968277208394, + "FN": 104, + "FP": 63, + "IoU": 0.8492779783393501, + "TN": 699820, + "TP": 941, + "n_pred": 1004, + "n_ref": 1045 + }, + "10": { + "Dice": 0.726892875153087, + "FN": 1866, + "FP": 1925, + "IoU": 0.570959710276143, + "TN": 692092, + "TP": 5045, + "n_pred": 6970, + "n_ref": 6911 + }, + "11": { + "Dice": 0.7926797385620915, + "FN": 602, + "FP": 984, + "IoU": 0.6565612819402339, + "TN": 696310, + "TP": 3032, + "n_pred": 4016, + "n_ref": 3634 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 82, + "IoU": 0.0, + "TN": 700846, + "TP": 0, + "n_pred": 82, + "n_ref": 0 + }, + "13": { + "Dice": 0.38294413242684006, + "FN": 5297, + "FP": 3053, + "IoU": 0.23681564756420803, + "TN": 689987, + "TP": 2591, + "n_pred": 5644, + "n_ref": 7888 + }, + "14": { + "Dice": 0.5500840481013749, + "FN": 12519, + "FP": 29235, + "IoU": 0.37939030009363994, + "TN": 633649, + "TP": 25525, + "n_pred": 54760, + "n_ref": 38044 + }, + "15": { + "Dice": 0.9342131493959571, + "FN": 697, + "FP": 2603, + "IoU": 0.8765478283640716, + "TN": 674197, + "TP": 23431, + "n_pred": 26034, + "n_ref": 24128 + }, + "2": { + "Dice": 0.857710292121273, + "FN": 557, + "FP": 5103, + "IoU": 0.7508693164311809, + "TN": 678209, + "TP": 17059, + "n_pred": 22162, + "n_ref": 17616 + }, + "3": { + "Dice": 0.8645060614177079, + "FN": 10740, + "FP": 895, + "IoU": 0.7613480196090497, + "TN": 652175, + "TP": 37118, + "n_pred": 38013, + "n_ref": 47858 + }, + "4": { + "Dice": 0.1267605633802817, + "FN": 124, + "FP": 0, + "IoU": 0.06766917293233082, + "TN": 700795, + "TP": 9, + "n_pred": 9, + "n_ref": 133 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 36, + "IoU": 0.0, + "TN": 700892, + "TP": 0, + "n_pred": 36, + "n_ref": 0 + }, + "6": { + "Dice": 0.9494654406265124, + "FN": 3300, + "FP": 2443, + "IoU": 0.9037926759808356, + "TN": 641234, + "TP": 53951, + "n_pred": 56394, + "n_ref": 57251 + }, + "7": { + "Dice": 0.9920883432017146, + "FN": 1095, + "FP": 1083, + "IoU": 0.9843008923551545, + "TN": 562194, + "TP": 136556, + "n_pred": 137639, + "n_ref": 137651 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8794330377974802, + "FN": 997, + "FP": 3137, + "IoU": 0.7848107854874812, + "TN": 681717, + "TP": 15077, + "n_pred": 18214, + "n_ref": 16074 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7681954564937848, + "FN": 1543, + "FP": 3865, + "IoU": 0.6236342125408866, + "TN": 511327, + "TP": 8961, + "n_pred": 12826, + "n_ref": 10504 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7672282234656932, + "FN": 3306, + "FP": 4473, + "IoU": 0.6223603087528521, + "TN": 505097, + "TP": 12820, + "n_pred": 17293, + "n_ref": 16126 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8976662711193988, + "FN": 96, + "FP": 1715, + "IoU": 0.8143325815050236, + "TN": 515942, + "TP": 7943, + "n_pred": 9658, + "n_ref": 8039 + }, + "7": { + "Dice": 0.903749644485628, + "FN": 9701, + "FP": 790, + "IoU": 0.8244007766470273, + "TN": 465952, + "TP": 49253, + "n_pred": 50043, + "n_ref": 58954 + }, + "8": { + "Dice": 0.9295967711228725, + "FN": 811, + "FP": 1038, + "IoU": 0.8684547524188958, + "TN": 511640, + "TP": 12207, + "n_pred": 13245, + "n_ref": 13018 + }, + "9": { + "Dice": 0.9315776519812946, + "FN": 745, + "FP": 923, + "IoU": 0.8719189126929279, + "TN": 512673, + "TP": 11355, + "n_pred": 12278, + "n_ref": 12100 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9318970676241771, + "FN": 347, + "FP": 222, + "IoU": 0.8724787090990587, + "TN": 1046930, + "TP": 3893, + "n_pred": 4115, + "n_ref": 4240 + }, + "10": { + "Dice": 0.7666207496556224, + "FN": 9068, + "FP": 3808, + "IoU": 0.6215612508817305, + "TN": 1017368, + "TP": 21148, + "n_pred": 24956, + "n_ref": 30216 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9304168647963227, + "FN": 667, + "FP": 211, + "IoU": 0.8698873740367516, + "TN": 1044644, + "TP": 5870, + "n_pred": 6081, + "n_ref": 6537 + }, + "3": { + "Dice": 0.9489892155656703, + "FN": 1383, + "FP": 1105, + "IoU": 0.9029300456478483, + "TN": 1025761, + "TP": 23143, + "n_pred": 24248, + "n_ref": 24526 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9748523477377803, + "FN": 920, + "FP": 4726, + "IoU": 0.9509384775808134, + "TN": 936312, + "TP": 109434, + "n_pred": 114160, + "n_ref": 110354 + }, + "7": { + "Dice": 0.8630718219624592, + "FN": 671, + "FP": 9075, + "IoU": 0.7591260720199698, + "TN": 1010931, + "TP": 30715, + "n_pred": 39790, + "n_ref": 31386 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6914413914125147, + "FN": 5686, + "FP": 22096, + "IoU": 0.528399253097946, + "TN": 642018, + "TP": 31128, + "n_pred": 53224, + "n_ref": 36814 + }, + "15": { + "Dice": 0.7848949767887253, + "FN": 6178, + "FP": 4155, + "IoU": 0.6459482610930273, + "TN": 671743, + "TP": 18852, + "n_pred": 23007, + "n_ref": 25030 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9461235216819974, + "FN": 20, + "FP": 21, + "IoU": 0.8977556109725686, + "TN": 1050991, + "TP": 360, + "n_pred": 381, + "n_ref": 380 + }, + "10": { + "Dice": 0.6723969525297909, + "FN": 1775, + "FP": 1579, + "IoU": 0.5064743967039435, + "TN": 1044596, + "TP": 3442, + "n_pred": 5021, + "n_ref": 5217 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.44141689373297005, + "FN": 1021, + "FP": 4, + "IoU": 0.28321678321678323, + "TN": 1049962, + "TP": 405, + "n_pred": 409, + "n_ref": 1426 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 1051377, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "14": { + "Dice": 0.9663269755648508, + "FN": 1660, + "FP": 425, + "IoU": 0.9348478220111243, + "TN": 1019390, + "TP": 29917, + "n_pred": 30342, + "n_ref": 31577 + }, + "15": { + "Dice": 0.39522557848924894, + "FN": 12629, + "FP": 1406, + "IoU": 0.24628108050051017, + "TN": 1032771, + "TP": 4586, + "n_pred": 5992, + "n_ref": 17215 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9527627008637229, + "FN": 5620, + "FP": 1003, + "IoU": 0.9097868283048424, + "TN": 977977, + "TP": 66792, + "n_pred": 67795, + "n_ref": 72412 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 525671, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "10": { + "Dice": 0.8073658651883366, + "FN": 8563, + "FP": 402, + "IoU": 0.6769602190833093, + "TN": 497944, + "TP": 18787, + "n_pred": 19189, + "n_ref": 27350 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6529731950292698, + "FN": 262, + "FP": 3117, + "IoU": 0.48475144861238184, + "TN": 519138, + "TP": 3179, + "n_pred": 6296, + "n_ref": 3441 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.912901129354637, + "FN": 2142, + "FP": 4961, + "IoU": 0.8397590633248359, + "TN": 481369, + "TP": 37224, + "n_pred": 42185, + "n_ref": 39366 + }, + "15": { + "Dice": 0.898642831426201, + "FN": 1722, + "FP": 4753, + "IoU": 0.8159413286335598, + "TN": 490517, + "TP": 28704, + "n_pred": 33457, + "n_ref": 30426 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.6575342465753424, + "FN": 0, + "FP": 25, + "IoU": 0.4897959183673469, + "TN": 525647, + "TP": 24, + "n_pred": 49, + "n_ref": 24 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5304437564499485, + "FN": 39, + "FP": 416, + "IoU": 0.3609550561797753, + "TN": 524984, + "TP": 257, + "n_pred": 673, + "n_ref": 296 + }, + "7": { + "Dice": 0.9693699712435008, + "FN": 3950, + "FP": 268, + "IoU": 0.9405605738201598, + "TN": 454733, + "TP": 66745, + "n_pred": 67013, + "n_ref": 70695 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0403.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2153, + "IoU": 0.0, + "TN": 698775, + "TP": 0, + "n_pred": 2153, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.5264835645258459, + "FN": 1444.3155555555554, + "FP": 1394.217777777778, + "IoU": 0.4514958869555459, + "TN": 656658.2888888888, + "TP": 6384.777777777778, + "n_pred": 7778.995555555555, + "n_ref": 7829.093333333333 + }, + "mean": { + "1": { + "Dice": 0.7857066565849578, + "FN": 659.0666666666667, + "FP": 1968.5, + "IoU": 0.7280966749844772, + "TN": 641726.5, + "TP": 21527.533333333333, + "n_pred": 23496.033333333333, + "n_ref": 22186.6 + }, + "10": { + "Dice": 0.4921685895467611, + "FN": 1667.0666666666666, + "FP": 1466.5666666666666, + "IoU": 0.3779633383637981, + "TN": 658688.8666666667, + "TP": 4059.1, + "n_pred": 5525.666666666667, + "n_ref": 5726.166666666667 + }, + "11": { + "Dice": 0.4443343370275411, + "FN": 196.86666666666667, + "FP": 75.4, + "IoU": 0.33879325347819816, + "TN": 665276.5, + "TP": 332.8333333333333, + "n_pred": 408.23333333333335, + "n_ref": 529.7 + }, + "12": { + "Dice": 0.3771311763110624, + "FN": 146.76666666666668, + "FP": 83.73333333333333, + "IoU": 0.29041450088273846, + "TN": 665372.6333333333, + "TP": 278.46666666666664, + "n_pred": 362.2, + "n_ref": 425.23333333333335 + }, + "13": { + "Dice": 0.44453396237411164, + "FN": 2235.233333333333, + "FP": 1605.9333333333334, + "IoU": 0.340406246428931, + "TN": 658064.0333333333, + "TP": 3976.4, + "n_pred": 5582.333333333333, + "n_ref": 6211.633333333333 + }, + "14": { + "Dice": 0.35030116139980805, + "FN": 91.2, + "FP": 630.2333333333333, + "IoU": 0.31196619802837927, + "TN": 664420.3666666667, + "TP": 739.8, + "n_pred": 1370.0333333333333, + "n_ref": 831.0 + }, + "15": { + "Dice": 0.34953325451356687, + "FN": 289.1, + "FP": 99.96666666666667, + "IoU": 0.26808893670867445, + "TN": 665333.6666666666, + "TP": 158.86666666666667, + "n_pred": 258.8333333333333, + "n_ref": 447.96666666666664 + }, + "2": { + "Dice": 0.5204048947561988, + "FN": 2875.1, + "FP": 965.7666666666667, + "IoU": 0.45586438135164825, + "TN": 654794.8666666667, + "TP": 7245.866666666667, + "n_pred": 8211.633333333333, + "n_ref": 10120.966666666667 + }, + "3": { + "Dice": 0.7068977231587447, + "FN": 747.1666666666666, + "FP": 1975.7333333333333, + "IoU": 0.6599392750460112, + "TN": 654338.3333333334, + "TP": 8820.366666666667, + "n_pred": 10796.1, + "n_ref": 9567.533333333333 + }, + "4": { + "Dice": 0.23017338327672912, + "FN": 756.0333333333333, + "FP": 264.8666666666667, + "IoU": 0.1930867276457054, + "TN": 664618.1, + "TP": 242.6, + "n_pred": 507.46666666666664, + "n_ref": 998.6333333333333 + }, + "5": { + "Dice": 0.40742163107609625, + "FN": 904.8333333333334, + "FP": 159.33333333333334, + "IoU": 0.32237406019437964, + "TN": 663871.3, + "TP": 946.1333333333333, + "n_pred": 1105.4666666666667, + "n_ref": 1850.9666666666667 + }, + "6": { + "Dice": 0.7380143253099232, + "FN": 3401.3, + "FP": 6947.933333333333, + "IoU": 0.6716958347502356, + "TN": 632302.2, + "TP": 23230.166666666668, + "n_pred": 30178.1, + "n_ref": 26631.466666666667 + }, + "7": { + "Dice": 0.4785224265585215, + "FN": 6182.066666666667, + "FP": 3454.6, + "IoU": 0.41397999727699714, + "TN": 643406.8333333334, + "TP": 12838.1, + "n_pred": 16292.7, + "n_ref": 19020.166666666668 + }, + "8": { + "Dice": 0.7876229043832346, + "FN": 431.5, + "FP": 383.8, + "IoU": 0.7154833070823948, + "TN": 660022.3666666667, + "TP": 5043.933333333333, + "n_pred": 5427.733333333334, + "n_ref": 5475.433333333333 + }, + "9": { + "Dice": 0.7844870416104305, + "FN": 1081.4333333333334, + "FP": 830.9, + "IoU": 0.6842855721106195, + "TN": 657637.7666666667, + "TP": 6331.5, + "n_pred": 7162.4, + "n_ref": 7412.933333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 10128, + "IoU": 0.0, + "TN": 515568, + "TP": 0, + "n_pred": 10128, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 700908, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.18048780487804877, + "FN": 1344, + "FP": 0, + "IoU": 0.09919571045576407, + "TN": 699436, + "TP": 148, + "n_pred": 148, + "n_ref": 1492 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9343344362433189, + "FN": 857, + "FP": 175, + "IoU": 0.8767614043467877, + "TN": 692554, + "TP": 7342, + "n_pred": 7517, + "n_ref": 8199 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 281, + "IoU": 0.0, + "TN": 875879, + "TP": 0, + "n_pred": 281, + "n_ref": 0 + }, + "13": { + "Dice": 0.7302974290035288, + "FN": 3036, + "FP": 174, + "IoU": 0.5751720487030175, + "TN": 868604, + "TP": 4346, + "n_pred": 4520, + "n_ref": 7382 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.26968121334950246, + "FN": 42980, + "FP": 983, + "IoU": 0.15585637480798772, + "TN": 824080, + "TP": 8117, + "n_pred": 9100, + "n_ref": 51097 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 45150, + "IoU": 0.0, + "TN": 831010, + "TP": 0, + "n_pred": 45150, + "n_ref": 0 + }, + "4": { + "Dice": 0.940196686453442, + "FN": 251, + "FP": 424, + "IoU": 0.8871426182912556, + "TN": 870179, + "TP": 5306, + "n_pred": 5730, + "n_ref": 5557 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9481981981981982, + "FN": 481, + "FP": 301, + "IoU": 0.9014989293361885, + "TN": 868221, + "TP": 7157, + "n_pred": 7458, + "n_ref": 7638 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 108, + "IoU": 0.0, + "TN": 876052, + "TP": 0, + "n_pred": 108, + "n_ref": 0 + }, + "9": { + "Dice": 0.8901122168113487, + "FN": 366, + "FP": 153, + "IoU": 0.801983975581839, + "TN": 873539, + "TP": 2102, + "n_pred": 2255, + "n_ref": 2468 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7729957805907173, + "FN": 4900, + "FP": 1287, + "IoU": 0.6299862448418156, + "TN": 508975, + "TP": 10534, + "n_pred": 11821, + "n_ref": 15434 + }, + "10": { + "Dice": 0.7861804064100446, + "FN": 3121, + "FP": 7233, + "IoU": 0.6476913130763211, + "TN": 496307, + "TP": 19035, + "n_pred": 26268, + "n_ref": 22156 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 525670, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "12": { + "Dice": 0.2847311827956989, + "FN": 1487, + "FP": 176, + "IoU": 0.16599799398194584, + "TN": 523702, + "TP": 331, + "n_pred": 507, + "n_ref": 1818 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 525691, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9456091482187362, + "FN": 1397, + "FP": 1571, + "IoU": 0.8968298109010011, + "TN": 496928, + "TP": 25800, + "n_pred": 27371, + "n_ref": 27197 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 18243, + "IoU": 0.0, + "TN": 507453, + "TP": 0, + "n_pred": 18243, + "n_ref": 0 + }, + "7": { + "Dice": 0.7099781201568055, + "FN": 24701, + "FP": 749, + "IoU": 0.5503613010370841, + "TN": 469095, + "TP": 31151, + "n_pred": 31900, + "n_ref": 55852 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7939222440944882, + "FN": 4095, + "FP": 5955, + "IoU": 0.658267877180455, + "TN": 671519, + "TP": 19359, + "n_pred": 25314, + "n_ref": 23454 + }, + "11": { + "Dice": 0.8314715881495872, + "FN": 287, + "FP": 60, + "IoU": 0.7115544472152951, + "TN": 699725, + "TP": 856, + "n_pred": 916, + "n_ref": 1143 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8371364436477561, + "FN": 1449, + "FP": 8636, + "IoU": 0.7198922341962004, + "TN": 664924, + "TP": 25919, + "n_pred": 34555, + "n_ref": 27368 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8801955990220048, + "FN": 543, + "FP": 976, + "IoU": 0.7860262008733624, + "TN": 693829, + "TP": 5580, + "n_pred": 6556, + "n_ref": 6123 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7625792023853895, + "FN": 636, + "FP": 1, + "IoU": 0.6162650602409638, + "TN": 699268, + "TP": 1023, + "n_pred": 1024, + "n_ref": 1659 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9398044098888416, + "FN": 1955, + "FP": 1018, + "IoU": 0.8864443680531683, + "TN": 674747, + "TP": 23208, + "n_pred": 24226, + "n_ref": 25163 + }, + "7": { + "Dice": 0.603763440860215, + "FN": 629, + "FP": 845, + "IoU": 0.43242202541393915, + "TN": 698331, + "TP": 1123, + "n_pred": 1968, + "n_ref": 1752 + }, + "8": { + "Dice": 0.7568788501026694, + "FN": 267, + "FP": 917, + "IoU": 0.6088536504790222, + "TN": 697901, + "TP": 1843, + "n_pred": 2760, + "n_ref": 2110 + }, + "9": { + "Dice": 0.8980327376482955, + "FN": 3121, + "FP": 3669, + "IoU": 0.8149359498500954, + "TN": 664238, + "TP": 29900, + "n_pred": 33569, + "n_ref": 33021 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.3647439558347611, + "FN": 1942, + "FP": 1395, + "IoU": 0.22305005820721768, + "TN": 871865, + "TP": 958, + "n_pred": 2353, + "n_ref": 2900 + }, + "11": { + "Dice": 0.7009328003045878, + "FN": 977, + "FP": 594, + "IoU": 0.5395662368112544, + "TN": 872748, + "TP": 1841, + "n_pred": 2435, + "n_ref": 2818 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7887570666454335, + "FN": 218, + "FP": 5088, + "IoU": 0.6511964238758875, + "TN": 860948, + "TP": 9906, + "n_pred": 14994, + "n_ref": 10124 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9233739294736194, + "FN": 1773, + "FP": 1958, + "IoU": 0.857655182938461, + "TN": 849949, + "TP": 22480, + "n_pred": 24438, + "n_ref": 24253 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 876140, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8997302707630424, + "FN": 3396, + "FP": 7273, + "IoU": 0.8177360940276069, + "TN": 817624, + "TP": 47867, + "n_pred": 55140, + "n_ref": 51263 + }, + "7": { + "Dice": 0.9184893415812807, + "FN": 7193, + "FP": 2202, + "IoU": 0.849265177769221, + "TN": 813832, + "TP": 52933, + "n_pred": 55135, + "n_ref": 60126 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9160224757364209, + "FN": 2880, + "FP": 2052, + "IoU": 0.8450567057271213, + "TN": 844329, + "TP": 26899, + "n_pred": 28951, + "n_ref": 29779 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.951695988953881, + "FN": 3416, + "FP": 2951, + "IoU": 0.907843506202145, + "TN": 631839, + "TP": 62722, + "n_pred": 65673, + "n_ref": 66138 + }, + "10": { + "Dice": 0.7762770386919874, + "FN": 372, + "FP": 1831, + "IoU": 0.634356846473029, + "TN": 694903, + "TP": 3822, + "n_pred": 5653, + "n_ref": 4194 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7242178447276941, + "FN": 909, + "FP": 995, + "IoU": 0.5676657584014533, + "TN": 696524, + "TP": 2500, + "n_pred": 3495, + "n_ref": 3409 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9501133101676991, + "FN": 439, + "FP": 1212, + "IoU": 0.9049674782708801, + "TN": 683555, + "TP": 15722, + "n_pred": 16934, + "n_ref": 16161 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9779874213836478, + "FN": 550, + "FP": 2502, + "IoU": 0.9569230769230769, + "TN": 630078, + "TP": 67798, + "n_pred": 70300, + "n_ref": 68348 + }, + "7": { + "Dice": 0.9320243813376029, + "FN": 9199, + "FP": 481, + "IoU": 0.87270192788196, + "TN": 624886, + "TP": 66362, + "n_pred": 66843, + "n_ref": 75561 + }, + "8": { + "Dice": 0.9442258250695209, + "FN": 941, + "FP": 1185, + "IoU": 0.8943444985587914, + "TN": 680806, + "TP": 17996, + "n_pred": 19181, + "n_ref": 18937 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9674441912908696, + "FN": 3177, + "FP": 2410, + "IoU": 0.936941309255079, + "TN": 612328, + "TP": 83013, + "n_pred": 85423, + "n_ref": 86190 + }, + "10": { + "Dice": 0.7504571669714446, + "FN": 10859, + "FP": 3333, + "IoU": 0.6005853878194304, + "TN": 665396, + "TP": 21340, + "n_pred": 24673, + "n_ref": 32199 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 200, + "IoU": 0.0, + "TN": 700728, + "TP": 0, + "n_pred": 200, + "n_ref": 0 + }, + "13": { + "Dice": 0.12070459139474445, + "FN": 2996, + "FP": 49, + "IoU": 0.06422864167178857, + "TN": 697674, + "TP": 209, + "n_pred": 258, + "n_ref": 3205 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 700921, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "3": { + "Dice": 0.9495440324835253, + "FN": 507, + "FP": 1009, + "IoU": 0.903935111843356, + "TN": 685147, + "TP": 14265, + "n_pred": 15274, + "n_ref": 14772 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5540983606557377, + "FN": 150, + "FP": 1210, + "IoU": 0.3832199546485261, + "TN": 698723, + "TP": 845, + "n_pred": 2055, + "n_ref": 995 + }, + "6": { + "Dice": 0.9280519724109708, + "FN": 4109, + "FP": 4330, + "IoU": 0.8657620971590367, + "TN": 638062, + "TP": 54427, + "n_pred": 58757, + "n_ref": 58536 + }, + "7": { + "Dice": 0.8452041448941635, + "FN": 5499, + "FP": 3240, + "IoU": 0.7319078442801484, + "TN": 668331, + "TP": 23858, + "n_pred": 27098, + "n_ref": 29357 + }, + "8": { + "Dice": 0.9097999845547918, + "FN": 465, + "FP": 1871, + "IoU": 0.8345257490968336, + "TN": 686811, + "TP": 11781, + "n_pred": 13652, + "n_ref": 12246 + }, + "9": { + "Dice": 0.8407246420863856, + "FN": 6608, + "FP": 3872, + "IoU": 0.725215658512284, + "TN": 662789, + "TP": 27659, + "n_pred": 31531, + "n_ref": 34267 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 700915, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "10": { + "Dice": 0.5317286652078774, + "FN": 753, + "FP": 103, + "IoU": 0.3621460506706408, + "TN": 699586, + "TP": 486, + "n_pred": 589, + "n_ref": 1239 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 700920, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8616595427098175, + "FN": 697, + "FP": 1342, + "IoU": 0.7569436166408392, + "TN": 692539, + "TP": 6350, + "n_pred": 7692, + "n_ref": 7047 + }, + "6": { + "Dice": 0.9600199900049975, + "FN": 2260, + "FP": 1580, + "IoU": 0.9231138875540605, + "TN": 650984, + "TP": 46104, + "n_pred": 47684, + "n_ref": 48364 + }, + "7": { + "Dice": 0.8732914665681566, + "FN": 1837, + "FP": 1250, + "IoU": 0.7750819672131147, + "TN": 687203, + "TP": 10638, + "n_pred": 11888, + "n_ref": 12475 + }, + "8": { + "Dice": 0.9439275071458979, + "FN": 739, + "FP": 1105, + "IoU": 0.8938093866973797, + "TN": 683563, + "TP": 15521, + "n_pred": 16626, + "n_ref": 16260 + }, + "9": { + "Dice": 0.6276653909240022, + "FN": 672, + "FP": 9, + "IoU": 0.45737051792828687, + "TN": 699673, + "TP": 574, + "n_pred": 583, + "n_ref": 1246 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9594349353074041, + "FN": 335, + "FP": 2772, + "IoU": 0.9220326223337516, + "TN": 836310, + "TP": 36743, + "n_pred": 39515, + "n_ref": 37078 + }, + "10": { + "Dice": 0.6582058532929032, + "FN": 12369, + "FP": 7695, + "IoU": 0.49054160424548665, + "TN": 836777, + "TP": 19319, + "n_pred": 27014, + "n_ref": 31688 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 876143, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.741777196854443, + "FN": 7461, + "FP": 4590, + "IoU": 0.5895435967302453, + "TN": 846800, + "TP": 17309, + "n_pred": 21899, + "n_ref": 24770 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.48468381611814715, + "FN": 544, + "FP": 11215, + "IoU": 0.31985655619179826, + "TN": 858871, + "TP": 5530, + "n_pred": 16745, + "n_ref": 6074 + }, + "3": { + "Dice": 0.9255110917790343, + "FN": 3711, + "FP": 399, + "IoU": 0.8613500657828155, + "TN": 846517, + "TP": 25533, + "n_pred": 25932, + "n_ref": 29244 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 67, + "IoU": 0.0, + "TN": 876093, + "TP": 0, + "n_pred": 67, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9545401243012939, + "FN": 622, + "FP": 541, + "IoU": 0.9130337246691094, + "TN": 862787, + "TP": 12210, + "n_pred": 12751, + "n_ref": 12832 + }, + "7": { + "Dice": 0.134977412664984, + "FN": 107379, + "FP": 235, + "IoU": 0.07237307128695802, + "TN": 760150, + "TP": 8396, + "n_pred": 8631, + "n_ref": 115775 + }, + "8": { + "Dice": 0.8727272727272727, + "FN": 1, + "FP": 27, + "IoU": 0.7741935483870968, + "TN": 876036, + "TP": 96, + "n_pred": 123, + "n_ref": 97 + }, + "9": { + "Dice": 0.8952946482260974, + "FN": 1141, + "FP": 1645, + "IoU": 0.8104375042525686, + "TN": 861463, + "TP": 11911, + "n_pred": 13556, + "n_ref": 13052 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3737024221453287, + "FN": 3, + "FP": 1807, + "IoU": 0.2297872340425532, + "TN": 698578, + "TP": 540, + "n_pred": 2347, + "n_ref": 543 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.21016949152542372, + "FN": 541, + "FP": 158, + "IoU": 0.11742424242424243, + "TN": 700136, + "TP": 93, + "n_pred": 251, + "n_ref": 634 + }, + "12": { + "Dice": 0.49049429657794674, + "FN": 250, + "FP": 18, + "IoU": 0.3249370277078086, + "TN": 700531, + "TP": 129, + "n_pred": 147, + "n_ref": 379 + }, + "13": { + "Dice": 0.018867924528301886, + "FN": 208, + "FP": 0, + "IoU": 0.009523809523809525, + "TN": 700718, + "TP": 2, + "n_pred": 2, + "n_ref": 210 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1043, + "IoU": 0.0, + "TN": 699885, + "TP": 0, + "n_pred": 1043, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9382239382239382, + "FN": 24, + "FP": 8, + "IoU": 0.8836363636363637, + "TN": 700653, + "TP": 243, + "n_pred": 251, + "n_ref": 267 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.08035714285714286, + "FN": 206, + "FP": 0, + "IoU": 0.04186046511627907, + "TN": 700713, + "TP": 9, + "n_pred": 9, + "n_ref": 215 + }, + "6": { + "Dice": 0.8774994881594212, + "FN": 692, + "FP": 1103, + "IoU": 0.7817363813229572, + "TN": 692704, + "TP": 6429, + "n_pred": 7532, + "n_ref": 7121 + }, + "7": { + "Dice": 0.6109868257519264, + "FN": 2976, + "FP": 154, + "IoU": 0.43987115246957764, + "TN": 695340, + "TP": 2458, + "n_pred": 2612, + "n_ref": 5434 + }, + "8": { + "Dice": 0.9505614030346841, + "FN": 1833, + "FP": 1826, + "IoU": 0.9057808677739153, + "TN": 662093, + "TP": 35176, + "n_pred": 37002, + "n_ref": 37009 + }, + "9": { + "Dice": 0.8127042018083732, + "FN": 1427, + "FP": 1038, + "IoU": 0.6845001919877128, + "TN": 693115, + "TP": 5348, + "n_pred": 6386, + "n_ref": 6775 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9495268138801262, + "FN": 34, + "FP": 30, + "IoU": 0.9039039039039038, + "TN": 700262, + "TP": 602, + "n_pred": 632, + "n_ref": 636 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 700913, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8449278267842822, + "FN": 2096, + "FP": 998, + "IoU": 0.7314935346697908, + "TN": 689405, + "TP": 8429, + "n_pred": 9427, + "n_ref": 10525 + }, + "6": { + "Dice": 0.841972573436724, + "FN": 3669, + "FP": 468, + "IoU": 0.7270748119804724, + "TN": 685770, + "TP": 11021, + "n_pred": 11489, + "n_ref": 14690 + }, + "7": { + "Dice": 0.12440191387559808, + "FN": 2828, + "FP": 283, + "IoU": 0.0663265306122449, + "TN": 697596, + "TP": 221, + "n_pred": 504, + "n_ref": 3049 + }, + "8": { + "Dice": 0.9782508571720997, + "FN": 471, + "FP": 379, + "IoU": 0.9574276269658419, + "TN": 680962, + "TP": 19116, + "n_pred": 19495, + "n_ref": 19587 + }, + "9": { + "Dice": 0.7067254685777288, + "FN": 1926, + "FP": 202, + "IoU": 0.546462063086104, + "TN": 696236, + "TP": 2564, + "n_pred": 2766, + "n_ref": 4490 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.2618328298086606, + "FN": 733, + "FP": 0, + "IoU": 0.15063731170336037, + "TN": 524833, + "TP": 130, + "n_pred": 130, + "n_ref": 863 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 486, + "IoU": 0.0, + "TN": 525210, + "TP": 0, + "n_pred": 486, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7864136820575308, + "FN": 5456, + "FP": 4360, + "IoU": 0.6480080324165381, + "TN": 673041, + "TP": 18071, + "n_pred": 22431, + "n_ref": 23527 + }, + "11": { + "Dice": 0.782395198690552, + "FN": 1682, + "FP": 711, + "IoU": 0.6425690814040329, + "TN": 694233, + "TP": 4302, + "n_pred": 5013, + "n_ref": 5984 + }, + "12": { + "Dice": 0.7885099949605241, + "FN": 699, + "FP": 560, + "IoU": 0.6508596783139212, + "TN": 697322, + "TP": 2347, + "n_pred": 2907, + "n_ref": 3046 + }, + "13": { + "Dice": 0.6736065929299501, + "FN": 522, + "FP": 3993, + "IoU": 0.5078482668410726, + "TN": 691754, + "TP": 4659, + "n_pred": 8652, + "n_ref": 5181 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9635394456289978, + "FN": 102, + "FP": 240, + "IoU": 0.9296441061509977, + "TN": 696067, + "TP": 4519, + "n_pred": 4759, + "n_ref": 4621 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9409765717049696, + "FN": 1962, + "FP": 2797, + "IoU": 0.8885323464655455, + "TN": 658234, + "TP": 37935, + "n_pred": 40732, + "n_ref": 39897 + }, + "7": { + "Dice": 0.9156307316079071, + "FN": 262, + "FP": 566, + "IoU": 0.844390152227025, + "TN": 695607, + "TP": 4493, + "n_pred": 5059, + "n_ref": 4755 + }, + "8": { + "Dice": 0.9526627218934911, + "FN": 82, + "FP": 30, + "IoU": 0.9096045197740112, + "TN": 699689, + "TP": 1127, + "n_pred": 1157, + "n_ref": 1209 + }, + "9": { + "Dice": 0.9145283747265475, + "FN": 2252, + "FP": 1069, + "IoU": 0.842517071320182, + "TN": 679840, + "TP": 17767, + "n_pred": 18836, + "n_ref": 20019 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9786173633440515, + "FN": 404, + "FP": 1458, + "IoU": 0.9581300173146545, + "TN": 481225, + "TP": 42609, + "n_pred": 44067, + "n_ref": 43013 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 44, + "IoU": 0.0, + "TN": 525652, + "TP": 0, + "n_pred": 44, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 627, + "IoU": 0.0, + "TN": 525069, + "TP": 0, + "n_pred": 627, + "n_ref": 0 + }, + "3": { + "Dice": 0.9234402460456942, + "FN": 1317, + "FP": 77, + "IoU": 0.8577696153453729, + "TN": 515895, + "TP": 8407, + "n_pred": 8484, + "n_ref": 9724 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9438333275315904, + "FN": 601, + "FP": 5853, + "IoU": 0.893640513505051, + "TN": 640247, + "TP": 54227, + "n_pred": 60080, + "n_ref": 54828 + }, + "10": { + "Dice": 0.192090395480226, + "FN": 396, + "FP": 33, + "IoU": 0.10625, + "TN": 700448, + "TP": 51, + "n_pred": 84, + "n_ref": 447 + }, + "11": { + "Dice": 0.20565552699228792, + "FN": 309, + "FP": 0, + "IoU": 0.11461318051575932, + "TN": 700579, + "TP": 40, + "n_pred": 40, + "n_ref": 349 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9678180286436394, + "FN": 1788, + "FP": 3178, + "IoU": 0.9376428338230492, + "TN": 621290, + "TP": 74672, + "n_pred": 77850, + "n_ref": 76460 + }, + "3": { + "Dice": 0.7733333333333333, + "FN": 2, + "FP": 15, + "IoU": 0.6304347826086957, + "TN": 700882, + "TP": 29, + "n_pred": 44, + "n_ref": 31 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 500, + "FP": 0, + "IoU": 0.0, + "TN": 700428, + "TP": 0, + "n_pred": 0, + "n_ref": 500 + }, + "6": { + "Dice": 0.6289167233582776, + "FN": 52733, + "FP": 39997, + "IoU": 0.45870060124919737, + "TN": 529618, + "TP": 78580, + "n_pred": 118577, + "n_ref": 131313 + }, + "7": { + "Dice": 0.030508474576271188, + "FN": 386, + "FP": 51666, + "IoU": 0.01549053356282272, + "TN": 648057, + "TP": 819, + "n_pred": 52485, + "n_ref": 1205 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8982619754133108, + "FN": 321, + "FP": 159, + "IoU": 0.8153135821469796, + "TN": 698329, + "TP": 2119, + "n_pred": 2278, + "n_ref": 2440 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.726457399103139, + "FN": 763, + "FP": 30, + "IoU": 0.5704225352112676, + "TN": 523850, + "TP": 1053, + "n_pred": 1083, + "n_ref": 1816 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.12391636919938807, + "FN": 14, + "FP": 3422, + "IoU": 0.06605055721663496, + "TN": 522017, + "TP": 243, + "n_pred": 3665, + "n_ref": 257 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.053668763102725364, + "FN": 2257, + "FP": 0, + "IoU": 0.027574321413183972, + "TN": 523375, + "TP": 64, + "n_pred": 64, + "n_ref": 2321 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 447, + "IoU": 0.0, + "TN": 525249, + "TP": 0, + "n_pred": 447, + "n_ref": 0 + }, + "4": { + "Dice": 9.502541929966266e-05, + "FN": 20861, + "FP": 184, + "IoU": 4.7514967214672624e-05, + "TN": 504650, + "TP": 1, + "n_pred": 185, + "n_ref": 20862 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8677069624616156, + "FN": 1024, + "FP": 11642, + "IoU": 0.7663272083241089, + "TN": 471492, + "TP": 41538, + "n_pred": 53180, + "n_ref": 42562 + }, + "7": { + "Dice": 0.9038744824113605, + "FN": 4267, + "FP": 13678, + "IoU": 0.8246085579686064, + "TN": 423382, + "TP": 84369, + "n_pred": 98047, + "n_ref": 88636 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.940535591668574, + "FN": 209, + "FP": 1090, + "IoU": 0.8877462841341168, + "TN": 514124, + "TP": 10273, + "n_pred": 11363, + "n_ref": 10482 + }, + "10": { + "Dice": 0.6970248937462052, + "FN": 884, + "FP": 114, + "IoU": 0.5349487418452936, + "TN": 523550, + "TP": 1148, + "n_pred": 1262, + "n_ref": 2032 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9016869803858262, + "FN": 1666, + "FP": 770, + "IoU": 0.8209744984199309, + "TN": 512089, + "TP": 11171, + "n_pred": 11941, + "n_ref": 12837 + }, + "15": { + "Dice": 0.8954041204437401, + "FN": 107, + "FP": 25, + "IoU": 0.8106169296987088, + "TN": 524999, + "TP": 565, + "n_pred": 590, + "n_ref": 672 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9694544547813129, + "FN": 2423, + "FP": 2722, + "IoU": 0.9407196598725674, + "TN": 438905, + "TP": 81646, + "n_pred": 84368, + "n_ref": 84069 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7886999964058513, + "FN": 1593, + "FP": 4286, + "IoU": 0.651118627974601, + "TN": 684077, + "TP": 10972, + "n_pred": 15258, + "n_ref": 12565 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 76, + "IoU": 0.0, + "TN": 700852, + "TP": 0, + "n_pred": 76, + "n_ref": 0 + }, + "13": { + "Dice": 0.5388423906636803, + "FN": 1979, + "FP": 5845, + "IoU": 0.3687777329568374, + "TN": 688533, + "TP": 4571, + "n_pred": 10416, + "n_ref": 6550 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 4140, + "IoU": 0.0, + "TN": 696788, + "TP": 0, + "n_pred": 4140, + "n_ref": 0 + }, + "15": { + "Dice": 0.5111111111111111, + "FN": 7216, + "FP": 0, + "IoU": 0.34328358208955223, + "TN": 689940, + "TP": 3772, + "n_pred": 3772, + "n_ref": 10988 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9148004503940949, + "FN": 529, + "FP": 152, + "IoU": 0.842979017754208, + "TN": 696591, + "TP": 3656, + "n_pred": 3808, + "n_ref": 4185 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 700926, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5903807032839291, + "FN": 11222, + "FP": 54, + "IoU": 0.41882280177301306, + "TN": 681526, + "TP": 8126, + "n_pred": 8180, + "n_ref": 19348 + }, + "7": { + "Dice": 0.8593355127402564, + "FN": 5631, + "FP": 436, + "IoU": 0.7533639578844669, + "TN": 676329, + "TP": 18532, + "n_pred": 18968, + "n_ref": 24163 + }, + "8": { + "Dice": 0.9139879983253477, + "FN": 136, + "FP": 1713, + "IoU": 0.8416002741368971, + "TN": 689255, + "TP": 9824, + "n_pred": 11537, + "n_ref": 9960 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 67, + "IoU": 0.0, + "TN": 700861, + "TP": 0, + "n_pred": 67, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7614861573005147, + "FN": 666, + "FP": 21854, + "IoU": 0.614838632437702, + "TN": 467227, + "TP": 35949, + "n_pred": 57803, + "n_ref": 36615 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2983, + "IoU": 0.0, + "TN": 522713, + "TP": 0, + "n_pred": 2983, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1622, + "IoU": 0.0, + "TN": 524074, + "TP": 0, + "n_pred": 1622, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4384, + "IoU": 0.0, + "TN": 521312, + "TP": 0, + "n_pred": 4384, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9831041757602211, + "FN": 770, + "FP": 1088, + "IoU": 0.9667698030869386, + "TN": 469783, + "TP": 54055, + "n_pred": 55143, + "n_ref": 54825 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1193, + "IoU": 0.0, + "TN": 524503, + "TP": 0, + "n_pred": 1193, + "n_ref": 0 + }, + "3": { + "Dice": 0.9450808327689272, + "FN": 1637, + "FP": 228, + "IoU": 0.8958798570790532, + "TN": 507784, + "TP": 16047, + "n_pred": 16275, + "n_ref": 17684 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 118, + "IoU": 0.0, + "TN": 525578, + "TP": 0, + "n_pred": 118, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.4899834589229921, + "FN": 4303, + "FP": 1247, + "IoU": 0.3244888023369036, + "TN": 517480, + "TP": 2666, + "n_pred": 3913, + "n_ref": 6969 + }, + "11": { + "Dice": 0.34375, + "FN": 75, + "FP": 51, + "IoU": 0.20754716981132076, + "TN": 525537, + "TP": 33, + "n_pred": 84, + "n_ref": 108 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.587434390561213, + "FN": 29717, + "FP": 7069, + "IoU": 0.4158634378721715, + "TN": 462721, + "TP": 26189, + "n_pred": 33258, + "n_ref": 55906 + }, + "14": { + "Dice": 0.8498188266132141, + "FN": 1070, + "FP": 2826, + "IoU": 0.7388564917219653, + "TN": 510777, + "TP": 11023, + "n_pred": 13849, + "n_ref": 12093 + }, + "15": { + "Dice": 0.16066323613493425, + "FN": 6, + "FP": 2930, + "IoU": 0.08734846129934722, + "TN": 522479, + "TP": 281, + "n_pred": 3211, + "n_ref": 287 + }, + "2": { + "Dice": 0.9092663347612983, + "FN": 1596, + "FP": 755, + "IoU": 0.8336281933338051, + "TN": 511565, + "TP": 11780, + "n_pred": 12535, + "n_ref": 13376 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3659, + "IoU": 0.0, + "TN": 522037, + "TP": 0, + "n_pred": 3659, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9507337792812269, + "FN": 899, + "FP": 1038, + "IoU": 0.9060939545256218, + "TN": 505069, + "TP": 18690, + "n_pred": 19728, + "n_ref": 19589 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 571, + "IoU": 0.0, + "TN": 525125, + "TP": 0, + "n_pred": 571, + "n_ref": 0 + }, + "8": { + "Dice": 0.2889939230249831, + "FN": 1041, + "FP": 12, + "IoU": 0.16890292028413575, + "TN": 524429, + "TP": 214, + "n_pred": 226, + "n_ref": 1255 + }, + "9": { + "Dice": 0.8395977653631285, + "FN": 1357, + "FP": 2232, + "IoU": 0.7235402865506085, + "TN": 512714, + "TP": 9393, + "n_pred": 11625, + "n_ref": 10750 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9262952835415438, + "FN": 228, + "FP": 8020, + "IoU": 0.8627095227791002, + "TN": 991315, + "TP": 51829, + "n_pred": 59849, + "n_ref": 52057 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 1051364, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "11": { + "Dice": 0.5953446732318711, + "FN": 1664, + "FP": 144, + "IoU": 0.4238368387507967, + "TN": 1048254, + "TP": 1330, + "n_pred": 1474, + "n_ref": 2994 + }, + "12": { + "Dice": 0.6530612244897959, + "FN": 17, + "FP": 0, + "IoU": 0.48484848484848486, + "TN": 1051359, + "TP": 16, + "n_pred": 16, + "n_ref": 33 + }, + "13": { + "Dice": 0.38906336597081104, + "FN": 4026, + "FP": 2588, + "IoU": 0.24151376146788991, + "TN": 1042672, + "TP": 2106, + "n_pred": 4694, + "n_ref": 6132 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9468120868038695, + "FN": 3327, + "FP": 2369, + "IoU": 0.8989963471291272, + "TN": 994998, + "TP": 50698, + "n_pred": 53067, + "n_ref": 54025 + }, + "3": { + "Dice": 0.9031697785497178, + "FN": 831, + "FP": 953, + "IoU": 0.8234362628661916, + "TN": 1041288, + "TP": 8320, + "n_pred": 9273, + "n_ref": 9151 + }, + "4": { + "Dice": 0.5988629185091598, + "FN": 852, + "FP": 418, + "IoU": 0.42741208295761945, + "TN": 1049174, + "TP": 948, + "n_pred": 1366, + "n_ref": 1800 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 313, + "IoU": 0.0, + "TN": 1051079, + "TP": 0, + "n_pred": 313, + "n_ref": 0 + }, + "6": { + "Dice": 0.964560092246565, + "FN": 3068, + "FP": 2034, + "IoU": 0.9315461815059304, + "TN": 976860, + "TP": 69430, + "n_pred": 71464, + "n_ref": 72498 + }, + "7": { + "Dice": 0.9593929450369155, + "FN": 2203, + "FP": 767, + "IoU": 0.9219550650374458, + "TN": 1013337, + "TP": 35085, + "n_pred": 35852, + "n_ref": 37288 + }, + "8": { + "Dice": 0.6512288367012562, + "FN": 2934, + "FP": 259, + "IoU": 0.4828312277291869, + "TN": 1045218, + "TP": 2981, + "n_pred": 3240, + "n_ref": 5915 + }, + "9": { + "Dice": 0.9054977790781179, + "FN": 964, + "FP": 2589, + "IoU": 0.827314702308627, + "TN": 1030817, + "TP": 17022, + "n_pred": 19611, + "n_ref": 17986 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 242, + "IoU": 0.0, + "TN": 875918, + "TP": 0, + "n_pred": 242, + "n_ref": 0 + }, + "10": { + "Dice": 0.666364870982345, + "FN": 1066, + "FP": 3356, + "IoU": 0.49966055668703324, + "TN": 867322, + "TP": 4416, + "n_pred": 7772, + "n_ref": 5482 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6368056787932564, + "FN": 14893, + "FP": 5573, + "IoU": 0.46714226202874404, + "TN": 837752, + "TP": 17942, + "n_pred": 23515, + "n_ref": 32835 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2556, + "IoU": 0.0, + "TN": 873604, + "TP": 0, + "n_pred": 2556, + "n_ref": 0 + }, + "5": { + "Dice": 0.5109085445256937, + "FN": 23496, + "FP": 917, + "IoU": 0.34310085028522225, + "TN": 838996, + "TP": 12751, + "n_pred": 13668, + "n_ref": 36247 + }, + "6": { + "Dice": 0.4060039875295147, + "FN": 3713, + "FP": 106222, + "IoU": 0.2547082830528928, + "TN": 728654, + "TP": 37571, + "n_pred": 143793, + "n_ref": 41284 + }, + "7": { + "Dice": 0.07725842526251943, + "FN": 3378, + "FP": 20963, + "IoU": 0.040181388012618294, + "TN": 850800, + "TP": 1019, + "n_pred": 21982, + "n_ref": 4397 + }, + "8": { + "Dice": 0.9194788757583678, + "FN": 3864, + "FP": 1989, + "IoU": 0.8509587227216012, + "TN": 836889, + "TP": 33418, + "n_pred": 35407, + "n_ref": 37282 + }, + "9": { + "Dice": 0.8580815631192852, + "FN": 6740, + "FP": 1424, + "IoU": 0.7514385751255899, + "TN": 843315, + "TP": 24681, + "n_pred": 26105, + "n_ref": 31421 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4897959183673469, + "FN": 50, + "FP": 0, + "IoU": 0.32432432432432434, + "TN": 700854, + "TP": 24, + "n_pred": 24, + "n_ref": 74 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 3719, + "FP": 0, + "IoU": 0.0, + "TN": 697209, + "TP": 0, + "n_pred": 0, + "n_ref": 3719 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3597, + "IoU": 0.0, + "TN": 697331, + "TP": 0, + "n_pred": 3597, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 167, + "IoU": 0.0, + "TN": 700761, + "TP": 0, + "n_pred": 167, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9592789072211165, + "FN": 2909, + "FP": 3086, + "IoU": 0.9217444653299917, + "TN": 624320, + "TP": 70613, + "n_pred": 73699, + "n_ref": 73522 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 41, + "IoU": 0.0, + "TN": 700887, + "TP": 0, + "n_pred": 41, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6472826294425287, + "FN": 27376, + "FP": 343, + "IoU": 0.47850544654111715, + "TN": 647775, + "TP": 25434, + "n_pred": 25777, + "n_ref": 52810 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 178, + "IoU": 0.0, + "TN": 700750, + "TP": 0, + "n_pred": 178, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9620306913624281, + "FN": 3026, + "FP": 1445, + "IoU": 0.926839245974604, + "TN": 639816, + "TP": 56641, + "n_pred": 58086, + "n_ref": 59667 + }, + "7": { + "Dice": 0.046153846153846156, + "FN": 3, + "FP": 245, + "IoU": 0.023622047244094488, + "TN": 700674, + "TP": 6, + "n_pred": 251, + "n_ref": 9 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9762466633138612, + "FN": 1225, + "FP": 4915, + "IoU": 0.9535955862902921, + "TN": 393381, + "TP": 126175, + "n_pred": 131090, + "n_ref": 127400 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8302972195589645, + "FN": 1041, + "FP": 198, + "IoU": 0.7098360655737705, + "TN": 521426, + "TP": 3031, + "n_pred": 3229, + "n_ref": 4072 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.979059829059829, + "FN": 463, + "FP": 321, + "IoU": 0.9589786521557137, + "TN": 506584, + "TP": 18328, + "n_pred": 18649, + "n_ref": 18791 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9280817914191278, + "FN": 6498, + "FP": 269, + "IoU": 0.8658139996034107, + "TN": 475266, + "TP": 43663, + "n_pred": 43932, + "n_ref": 50161 + }, + "8": { + "Dice": 0.9439966058549003, + "FN": 171, + "FP": 93, + "IoU": 0.8939333065488148, + "TN": 523207, + "TP": 2225, + "n_pred": 2318, + "n_ref": 2396 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9421487603305785, + "FN": 2, + "FP": 40, + "IoU": 0.890625, + "TN": 700544, + "TP": 342, + "n_pred": 382, + "n_ref": 344 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9720648175762998, + "FN": 132, + "FP": 149, + "IoU": 0.9456479690522244, + "TN": 520526, + "TP": 4889, + "n_pred": 5038, + "n_ref": 5021 + }, + "10": { + "Dice": 0.08477339419628302, + "FN": 2803, + "FP": 4, + "IoU": 0.044262853251617294, + "TN": 522759, + "TP": 130, + "n_pred": 134, + "n_ref": 2933 + }, + "11": { + "Dice": 0.7736240913811008, + "FN": 371, + "FP": 501, + "IoU": 0.6308213378492803, + "TN": 523334, + "TP": 1490, + "n_pred": 1991, + "n_ref": 1861 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.880072001800045, + "FN": 488, + "FP": 1111, + "IoU": 0.7858290918832038, + "TN": 518230, + "TP": 5867, + "n_pred": 6978, + "n_ref": 6355 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7597515749966489, + "FN": 248, + "FP": 5129, + "IoU": 0.6125801570718351, + "TN": 511817, + "TP": 8502, + "n_pred": 13631, + "n_ref": 8750 + }, + "3": { + "Dice": 0.8999208478928165, + "FN": 9135, + "FP": 1233, + "IoU": 0.8180509976659706, + "TN": 468713, + "TP": 46615, + "n_pred": 47848, + "n_ref": 55750 + }, + "4": { + "Dice": 0.0, + "FN": 81, + "FP": 615, + "IoU": 0.0, + "TN": 525000, + "TP": 0, + "n_pred": 615, + "n_ref": 81 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9349138212799337, + "FN": 5066, + "FP": 3895, + "IoU": 0.8777823240589198, + "TN": 452376, + "TP": 64359, + "n_pred": 68254, + "n_ref": 69425 + }, + "7": { + "Dice": 0.054140127388535034, + "FN": 593, + "FP": 1, + "IoU": 0.027823240589198037, + "TN": 525085, + "TP": 17, + "n_pred": 18, + "n_ref": 610 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7640563846374137, + "FN": 2668, + "FP": 4747, + "IoU": 0.6181967972812934, + "TN": 506275, + "TP": 12006, + "n_pred": 16753, + "n_ref": 14674 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2676458/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0392.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.5128886810481943, + "FN": 1523.8319999999999, + "FP": 1295.5533333333333, + "IoU": 0.43739029248510997, + "TN": 691526.0733333334, + "TP": 6582.5413333333345, + "n_pred": 7878.094666666667, + "n_ref": 8106.373333333334 + }, + "mean": { + "1": { + "Dice": 0.6047922914772577, + "FN": 1604.3266666666664, + "FP": 1072.3799999999999, + "IoU": 0.5523877785364713, + "TN": 688803.7933333333, + "TP": 9447.5, + "n_pred": 10519.88, + "n_ref": 11051.826666666666 + }, + "10": { + "Dice": 0.4972140289575985, + "FN": 2056.7266666666665, + "FP": 1430.4666666666667, + "IoU": 0.39430888926695895, + "TN": 693101.46, + "TP": 4339.346666666666, + "n_pred": 5769.8133333333335, + "n_ref": 6396.073333333334 + }, + "11": { + "Dice": 0.4641184496373564, + "FN": 151.00666666666666, + "FP": 135.54666666666665, + "IoU": 0.3511511243852689, + "TN": 700379.76, + "TP": 261.6866666666666, + "n_pred": 397.23333333333335, + "n_ref": 412.6933333333333 + }, + "12": { + "Dice": 0.2781587148654633, + "FN": 304.32666666666665, + "FP": 104.00666666666666, + "IoU": 0.20114170361045539, + "TN": 700301.7133333334, + "TP": 217.95333333333332, + "n_pred": 321.96, + "n_ref": 522.2800000000001 + }, + "13": { + "Dice": 0.3564789062999171, + "FN": 2258.7200000000003, + "FP": 1429.7666666666667, + "IoU": 0.2684997954044617, + "TN": 694246.1333333333, + "TP": 2993.38, + "n_pred": 4423.1466666666665, + "n_ref": 5252.1 + }, + "14": { + "Dice": 0.5594763990736391, + "FN": 1547.3733333333332, + "FP": 1302.02, + "IoU": 0.49408701041714914, + "TN": 692196.34, + "TP": 5882.266666666666, + "n_pred": 7184.286666666667, + "n_ref": 7429.639999999999 + }, + "15": { + "Dice": 0.4576620325528163, + "FN": 1345.4666666666667, + "FP": 777.2, + "IoU": 0.3628424010225601, + "TN": 696510.7066666667, + "TP": 2294.6266666666666, + "n_pred": 3071.826666666667, + "n_ref": 3640.0933333333332 + }, + "2": { + "Dice": 0.5869132808263773, + "FN": 1802.5533333333333, + "FP": 1743.72, + "IoU": 0.531967878125532, + "TN": 687587.78, + "TP": 9793.946666666667, + "n_pred": 11537.666666666666, + "n_ref": 11596.5 + }, + "3": { + "Dice": 0.5757947166258032, + "FN": 1738.3066666666666, + "FP": 1440.7533333333336, + "IoU": 0.5234546570473655, + "TN": 688845.06, + "TP": 8903.880000000001, + "n_pred": 10344.633333333333, + "n_ref": 10642.186666666666 + }, + "4": { + "Dice": 0.2279079030971122, + "FN": 760.0066666666665, + "FP": 515.8933333333333, + "IoU": 0.17646688573285024, + "TN": 698992.74, + "TP": 659.3599999999999, + "n_pred": 1175.253333333333, + "n_ref": 1419.3666666666663 + }, + "5": { + "Dice": 0.40671793412964136, + "FN": 524.1466666666668, + "FP": 213.95333333333332, + "IoU": 0.3182952431904063, + "TN": 699592.1, + "TP": 597.8, + "n_pred": 811.7533333333333, + "n_ref": 1121.9466666666667 + }, + "6": { + "Dice": 0.7272048451173435, + "FN": 2650.826666666667, + "FP": 4732.153333333334, + "IoU": 0.6652887362145707, + "TN": 661533.0, + "TP": 32012.019999999997, + "n_pred": 36744.17333333333, + "n_ref": 34662.846666666665 + }, + "7": { + "Dice": 0.4466225717746828, + "FN": 4332.780000000001, + "FP": 3288.04, + "IoU": 0.3781356181005028, + "TN": 682041.04, + "TP": 11266.140000000001, + "n_pred": 14554.179999999998, + "n_ref": 15598.920000000002 + }, + "8": { + "Dice": 0.811482819332598, + "FN": 946.8199999999999, + "FP": 379.37333333333333, + "IoU": 0.739326681032217, + "TN": 694299.1733333333, + "TP": 5302.633333333333, + "n_pred": 5682.006666666666, + "n_ref": 6249.453333333333 + }, + "9": { + "Dice": 0.6927853219553075, + "FN": 834.0933333333335, + "FP": 868.0266666666666, + "IoU": 0.6034999851898799, + "TN": 694460.3, + "TP": 4765.58, + "n_pred": 5633.606666666667, + "n_ref": 5599.673333333333 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/loop_003/summary.json b/nnActive_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/loop_003/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f1280e29cacf4bce6eb1cc5c9e89c36ea70a191b --- /dev/null +++ b/nnActive_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/loop_003/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.7772984082532042, + "FN": 23263.833333333332, + "FP": 25709.164000000004, + "IoU": 0.6712259186662812, + "TN": 96244661.14533332, + "TP": 163326.69733333337, + "n_pred": 189035.8613333333, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.8986157509378296, + "FN": 17329.48, + "FP": 16813.4, + "IoU": 0.8392941921191962, + "TN": 96245859.3, + "TP": 176958.66, + "n_pred": 193772.06, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.7176549759611194, + "FN": 17417.46, + "FP": 25408.78, + "IoU": 0.5822833715751596, + "TN": 96357329.5, + "TP": 56805.1, + "n_pred": 82213.88, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.7114466727725903, + "FN": 1192.26, + "FP": 678.86, + "IoU": 0.5653155737130722, + "TN": 96452581.6, + "TP": 2508.12, + "n_pred": 3186.98, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.6669391797263173, + "FN": 1623.8, + "FP": 780.02, + "IoU": 0.520255901423727, + "TN": 96451944.16, + "TP": 2612.86, + "n_pred": 3392.88, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.641244258274482, + "FN": 21971.76, + "FP": 15077.44, + "IoU": 0.49293039481410694, + "TN": 96384025.26, + "TP": 35886.38, + "n_pred": 50963.82, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.7496658138738644, + "FN": 37001.1, + "FP": 30038.9, + "IoU": 0.6541753404971679, + "TN": 96288563.8, + "TP": 101357.04, + "n_pred": 131395.94, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.6554883447919952, + "FN": 12432.84, + "FP": 25774.68, + "IoU": 0.5303076224122901, + "TN": 96377139.12, + "TP": 41614.2, + "n_pred": 67388.88, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.878939941121569, + "FN": 24553.42, + "FP": 10331.54, + "IoU": 0.802027769730737, + "TN": 96289787.6, + "TP": 132288.28, + "n_pred": 142619.82, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.8915429334960021, + "FN": 11852.38, + "FP": 26074.34, + "IoU": 0.8136414653465368, + "TN": 96267483.92, + "TP": 151550.2, + "n_pred": 177624.54, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.6605523836814396, + "FN": 7572.54, + "FP": 7513.16, + "IoU": 0.5583826778600487, + "TN": 96422870.18, + "TP": 19004.96, + "n_pred": 26518.12, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.7213388316549286, + "FN": 6853.68, + "FP": 3006.88, + "IoU": 0.5824451005156366, + "TN": 96436801.8, + "TP": 10298.48, + "n_pred": 13305.36, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9319562155293878, + "FN": 90751.86, + "FP": 109385.5, + "IoU": 0.8793742649680634, + "TN": 94988351.72, + "TP": 1268471.76, + "n_pred": 1377857.26, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.7612818782909223, + "FN": 74719.8, + "FP": 92544.64, + "IoU": 0.6453361036985684, + "TN": 96025491.54, + "TP": 264204.86, + "n_pred": 356749.5, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.9138919862275633, + "FN": 11817.66, + "FP": 13476.7, + "IoU": 0.8443975288969813, + "TN": 96311114.96, + "TP": 120551.52, + "n_pred": 134028.22, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.8589169574580532, + "FN": 11867.46, + "FP": 8732.62, + "IoU": 0.758221472422927, + "TN": 96370572.72, + "TP": 65788.04, + "n_pred": 74520.66, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9421635600406609, + "FN": 3249, + "FP": 7732, + "IoU": 0.8906514508772978, + "TN": 119492898, + "TP": 89441, + "n_pred": 97173, + "n_ref": 92690 + }, + "10": { + "Dice": 0.7331350180505415, + "FN": 11873, + "FP": 34328, + "IoU": 0.5787001997027256, + "TN": 119483657, + "TP": 63462, + "n_pred": 97790, + "n_ref": 75335 + }, + "11": { + "Dice": 0.772852783025723, + "FN": 887, + "FP": 676, + "IoU": 0.6297963050686878, + "TN": 119589098, + "TP": 2659, + "n_pred": 3335, + "n_ref": 3546 + }, + "12": { + "Dice": 0.7295637441761965, + "FN": 1020, + "FP": 1534, + "IoU": 0.5742623770628438, + "TN": 119587321, + "TP": 3445, + "n_pred": 4979, + "n_ref": 4465 + }, + "13": { + "Dice": 0.5025591679633118, + "FN": 28210, + "FP": 20384, + "IoU": 0.3356120370243776, + "TN": 119520179, + "TP": 24547, + "n_pred": 44931, + "n_ref": 52757 + }, + "14": { + "Dice": 0.40487095278326546, + "FN": 183749, + "FP": 3625, + "IoU": 0.25381705228784196, + "TN": 119342210, + "TP": 63736, + "n_pred": 67361, + "n_ref": 247485 + }, + "15": { + "Dice": 2.991369897844718e-05, + "FN": 32860, + "FP": 167711, + "IoU": 1.495707319991624e-05, + "TN": 119392746, + "TP": 3, + "n_pred": 167714, + "n_ref": 32863 + }, + "2": { + "Dice": 0.9247437774524158, + "FN": 5004, + "FP": 17098, + "IoU": 0.8600217864923747, + "TN": 119435424, + "TP": 135794, + "n_pred": 152892, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9464340516573674, + "FN": 8472, + "FP": 9855, + "IoU": 0.898314958969778, + "TN": 119413087, + "TP": 161906, + "n_pred": 171761, + "n_ref": 170378 + }, + "4": { + "Dice": 0.838508363599161, + "FN": 20332, + "FP": 1767, + "IoU": 0.7219237206024839, + "TN": 119513849, + "TP": 57372, + "n_pred": 59139, + "n_ref": 77704 + }, + "5": { + "Dice": 0.09756155163252052, + "FN": 60133, + "FP": 16290, + "IoU": 0.0512823695905852, + "TN": 119512766, + "TP": 4131, + "n_pred": 20421, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9634555314788488, + "FN": 33917, + "FP": 53173, + "IoU": 0.9294878905228454, + "TN": 118358213, + "TP": 1148017, + "n_pred": 1201190, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 225448, + "IoU": 0.0, + "TN": 119367872, + "TP": 0, + "n_pred": 225448, + "n_ref": 0 + }, + "8": { + "Dice": 0.8541139939300466, + "FN": 37022, + "FP": 48203, + "IoU": 0.7453743124583591, + "TN": 119258613, + "TP": 249482, + "n_pred": 297685, + "n_ref": 286504 + }, + "9": { + "Dice": 0.8462107419208011, + "FN": 17042, + "FP": 4582, + "IoU": 0.7334188076335125, + "TN": 119512204, + "TP": 59492, + "n_pred": 64074, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9295699535077738, + "FN": 12515, + "FP": 14162, + "IoU": 0.8684079417930695, + "TN": 72622935, + "TP": 176048, + "n_pred": 190210, + "n_ref": 188563 + }, + "10": { + "Dice": 0.5775772757919433, + "FN": 15767, + "FP": 61296, + "IoU": 0.4060517776904283, + "TN": 72695913, + "TP": 52684, + "n_pred": 113980, + "n_ref": 68451 + }, + "11": { + "Dice": 0.668141592920354, + "FN": 586, + "FP": 1064, + "IoU": 0.5016611295681063, + "TN": 72822349, + "TP": 1661, + "n_pred": 2725, + "n_ref": 2247 + }, + "12": { + "Dice": 0.6287744227353463, + "FN": 927, + "FP": 1372, + "IoU": 0.4585492227979275, + "TN": 72821414, + "TP": 1947, + "n_pred": 3319, + "n_ref": 2874 + }, + "13": { + "Dice": 0.6450481274158447, + "FN": 20395, + "FP": 12388, + "IoU": 0.47606718767480144, + "TN": 72763089, + "TP": 29788, + "n_pred": 42176, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8939842366673272, + "FN": 6961, + "FP": 9624, + "IoU": 0.8082924912150915, + "TN": 72739148, + "TP": 69927, + "n_pred": 79551, + "n_ref": 76888 + }, + "15": { + "Dice": 0.4981537428667338, + "FN": 16511, + "FP": 35814, + "IoU": 0.3316942333482342, + "TN": 72747365, + "TP": 25970, + "n_pred": 61784, + "n_ref": 42481 + }, + "2": { + "Dice": 0.9017028996108494, + "FN": 12573, + "FP": 14303, + "IoU": 0.8210008924646677, + "TN": 72675514, + "TP": 123270, + "n_pred": 137573, + "n_ref": 135843 + }, + "3": { + "Dice": 0.9410268191086624, + "FN": 3234, + "FP": 12297, + "IoU": 0.8886219557671897, + "TN": 72686216, + "TP": 123913, + "n_pred": 136210, + "n_ref": 127147 + }, + "4": { + "Dice": 0.7378343168058855, + "FN": 2940, + "FP": 14165, + "IoU": 0.5845780206435944, + "TN": 72784485, + "TP": 24070, + "n_pred": 38235, + "n_ref": 27010 + }, + "5": { + "Dice": 0.8093389933292905, + "FN": 1966, + "FP": 1178, + "IoU": 0.6797392278700214, + "TN": 72815843, + "TP": 6673, + "n_pred": 7851, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9538596089442957, + "FN": 58245, + "FP": 52967, + "IoU": 0.9117892943429091, + "TN": 71564906, + "TP": 1149542, + "n_pred": 1202509, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.8587295307590705, + "FN": 33761, + "FP": 33728, + "IoU": 0.7524329717654222, + "TN": 72553051, + "TP": 205120, + "n_pred": 238848, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9251612573385936, + "FN": 3906, + "FP": 4877, + "IoU": 0.8607442406177166, + "TN": 72762589, + "TP": 54288, + "n_pred": 59165, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8411620333544093, + "FN": 16123, + "FP": 7240, + "IoU": 0.725866823115283, + "TN": 72740435, + "TP": 61862, + "n_pred": 69102, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9635118415540639, + "FN": 12787, + "FP": 5940, + "IoU": 0.9295927152691358, + "TN": 71543507, + "TP": 247254, + "n_pred": 253194, + "n_ref": 260041 + }, + "10": { + "Dice": 0.8488542384562371, + "FN": 14890, + "FP": 13182, + "IoU": 0.737399438727783, + "TN": 71702588, + "TP": 78828, + "n_pred": 92010, + "n_ref": 93718 + }, + "11": { + "Dice": 0.6966569095670929, + "FN": 1108, + "FP": 861, + "IoU": 0.5345153664302601, + "TN": 71805258, + "TP": 2261, + "n_pred": 3122, + "n_ref": 3369 + }, + "12": { + "Dice": 0.6259389990044348, + "FN": 3051, + "FP": 1082, + "IoU": 0.45553945461731, + "TN": 71801897, + "TP": 3458, + "n_pred": 4540, + "n_ref": 6509 + }, + "13": { + "Dice": 0.7997865835584651, + "FN": 16682, + "FP": 6959, + "IoU": 0.6663703076488852, + "TN": 71738628, + "TP": 47219, + "n_pred": 54178, + "n_ref": 63901 + }, + "14": { + "Dice": 0.8708230436276342, + "FN": 117884, + "FP": 2059, + "IoU": 0.7712015718291589, + "TN": 71285258, + "TP": 404287, + "n_pred": 406346, + "n_ref": 522171 + }, + "15": { + "Dice": 0.750342359215797, + "FN": 63682, + "FP": 14163, + "IoU": 0.6004383398519705, + "TN": 71614662, + "TP": 116981, + "n_pred": 131144, + "n_ref": 180663 + }, + "2": { + "Dice": 0.9452471794311768, + "FN": 8383, + "FP": 7661, + "IoU": 0.8961788591581196, + "TN": 71654953, + "TP": 138491, + "n_pred": 146152, + "n_ref": 146874 + }, + "3": { + "Dice": 0.9495677737724425, + "FN": 8637, + "FP": 10096, + "IoU": 0.903978143533018, + "TN": 71614397, + "TP": 176358, + "n_pred": 186454, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7099926978599113, + "FN": 1335, + "FP": 8991, + "IoU": 0.5503788208656274, + "TN": 71786522, + "TP": 12640, + "n_pred": 21631, + "n_ref": 13975 + }, + "5": { + "Dice": 0.837633059080556, + "FN": 1333, + "FP": 2160, + "IoU": 0.7206270495081181, + "TN": 71796985, + "TP": 9010, + "n_pred": 11170, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9667398227818164, + "FN": 42349, + "FP": 40624, + "IoU": 0.9356209056508322, + "TN": 70520669, + "TP": 1205846, + "n_pred": 1246470, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.9304906982788252, + "FN": 13164, + "FP": 20000, + "IoU": 0.8700164615505213, + "TN": 71554348, + "TP": 221976, + "n_pred": 241976, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9330633635064316, + "FN": 6812, + "FP": 3866, + "IoU": 0.8745255637419067, + "TN": 71724387, + "TP": 74423, + "n_pred": 78289, + "n_ref": 81235 + }, + "9": { + "Dice": 0.856660903808289, + "FN": 16803, + "FP": 7075, + "IoU": 0.7492623200428432, + "TN": 71714257, + "TP": 71353, + "n_pred": 78428, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9676685286722324, + "FN": 7530, + "FP": 6280, + "IoU": 0.9373622286528117, + "TN": 135225036, + "TP": 206664, + "n_pred": 212944, + "n_ref": 214194 + }, + "10": { + "Dice": 0.8063554278431703, + "FN": 18068, + "FP": 14144, + "IoU": 0.6755406480726035, + "TN": 135346231, + "TP": 67067, + "n_pred": 81211, + "n_ref": 85135 + }, + "11": { + "Dice": 0.6433273488928786, + "FN": 1397, + "FP": 987, + "IoU": 0.4741949713277459, + "TN": 135440976, + "TP": 2150, + "n_pred": 3137, + "n_ref": 3547 + }, + "12": { + "Dice": 0.7147618535641329, + "FN": 2184, + "FP": 469, + "IoU": 0.5561318387150744, + "TN": 135439533, + "TP": 3324, + "n_pred": 3793, + "n_ref": 5508 + }, + "13": { + "Dice": 0.7204486134698018, + "FN": 8968, + "FP": 15559, + "IoU": 0.5630478158626095, + "TN": 135389378, + "TP": 31605, + "n_pred": 47164, + "n_ref": 40573 + }, + "14": { + "Dice": 0.9114347596701191, + "FN": 11721, + "FP": 13795, + "IoU": 0.8372807856641796, + "TN": 135288700, + "TP": 131294, + "n_pred": 145089, + "n_ref": 143015 + }, + "15": { + "Dice": 0.6958461445710497, + "FN": 10902, + "FP": 24413, + "IoU": 0.5335613905325444, + "TN": 135369798, + "TP": 40397, + "n_pred": 64810, + "n_ref": 51299 + }, + "2": { + "Dice": 0.9010707450120296, + "FN": 33700, + "FP": 4911, + "IoU": 0.8199533690837025, + "TN": 135231060, + "TP": 175839, + "n_pred": 180750, + "n_ref": 209539 + }, + "3": { + "Dice": 0.9120137773864402, + "FN": 15566, + "FP": 25204, + "IoU": 0.8382585720576509, + "TN": 135193441, + "TP": 211299, + "n_pred": 236503, + "n_ref": 226865 + }, + "4": { + "Dice": 0.850876275176563, + "FN": 4312, + "FP": 7090, + "IoU": 0.7404566251621861, + "TN": 135401579, + "TP": 32529, + "n_pred": 39619, + "n_ref": 36841 + }, + "5": { + "Dice": 0.5997772220003783, + "FN": 13775, + "FP": 5268, + "IoU": 0.42834414024975986, + "TN": 135412198, + "TP": 14269, + "n_pred": 19537, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9632244310547656, + "FN": 49372, + "FP": 73796, + "IoU": 0.9290578018101873, + "TN": 133709336, + "TP": 1613006, + "n_pred": 1686802, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.7684460213945437, + "FN": 24517, + "FP": 80618, + "IoU": 0.623964547834671, + "TN": 135165922, + "TP": 174453, + "n_pred": 255071, + "n_ref": 198970 + }, + "8": { + "Dice": 0.8628823343947459, + "FN": 55633, + "FP": 18734, + "IoU": 0.7588329339123047, + "TN": 135137147, + "TP": 233996, + "n_pred": 252730, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8318012786872295, + "FN": 24331, + "FP": 5476, + "IoU": 0.7120374843010338, + "TN": 135342000, + "TP": 73703, + "n_pred": 79179, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8899026306284613, + "FN": 19685, + "FP": 38841, + "IoU": 0.8016437613326329, + "TN": 105458950, + "TP": 236529, + "n_pred": 275370, + "n_ref": 256214 + }, + "10": { + "Dice": 0.3390229228491662, + "FN": 35409, + "FP": 62370, + "IoU": 0.2041105368116886, + "TN": 105631150, + "TP": 25076, + "n_pred": 87446, + "n_ref": 60485 + }, + "11": { + "Dice": 0.7280855199222546, + "FN": 596, + "FP": 803, + "IoU": 0.5724327628361858, + "TN": 105750733, + "TP": 1873, + "n_pred": 2676, + "n_ref": 2469 + }, + "12": { + "Dice": 0.6163600198906017, + "FN": 1925, + "FP": 1161, + "IoU": 0.4454627133872417, + "TN": 105748440, + "TP": 2479, + "n_pred": 3640, + "n_ref": 4404 + }, + "13": { + "Dice": 0.5966445726881687, + "FN": 41925, + "FP": 10775, + "IoU": 0.4251557097199952, + "TN": 105662328, + "TP": 38977, + "n_pred": 49752, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9442955911402513, + "FN": 17160, + "FP": 4046, + "IoU": 0.8944696860366166, + "TN": 105553058, + "TP": 179741, + "n_pred": 183787, + "n_ref": 196901 + }, + "15": { + "Dice": 0.8618417469912324, + "FN": 4193, + "FP": 3418, + "IoU": 0.7572248803827751, + "TN": 105722655, + "TP": 23739, + "n_pred": 27157, + "n_ref": 27932 + }, + "2": { + "Dice": 0.9315775987434318, + "FN": 12920, + "FP": 7641, + "IoU": 0.8719188194180564, + "TN": 105593474, + "TP": 139970, + "n_pred": 147611, + "n_ref": 152890 + }, + "3": { + "Dice": 0.865772272369969, + "FN": 7352, + "FP": 43534, + "IoU": 0.7633143250509317, + "TN": 105539011, + "TP": 164108, + "n_pred": 207642, + "n_ref": 171460 + }, + "4": { + "Dice": 0.709277048443705, + "FN": 11652, + "FP": 12287, + "IoU": 0.5495192036280838, + "TN": 105700864, + "TP": 29202, + "n_pred": 41489, + "n_ref": 40854 + }, + "5": { + "Dice": 0.7453976014055458, + "FN": 2607, + "FP": 4059, + "IoU": 0.5941305406721871, + "TN": 105737581, + "TP": 9758, + "n_pred": 13817, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9484042565398287, + "FN": 90158, + "FP": 67223, + "IoU": 0.9018715247165217, + "TN": 104150179, + "TP": 1446445, + "n_pred": 1513668, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.8318690680044402, + "FN": 26697, + "FP": 70998, + "IoU": 0.7121368377629795, + "TN": 105414625, + "TP": 241685, + "n_pred": 312683, + "n_ref": 268382 + }, + "8": { + "Dice": 0.8783802624173168, + "FN": 3614, + "FP": 19939, + "IoU": 0.7831355253344627, + "TN": 105645398, + "TP": 85054, + "n_pred": 104993, + "n_ref": 88668 + }, + "9": { + "Dice": 0.8266898917065003, + "FN": 13584, + "FP": 12086, + "IoU": 0.704579195102022, + "TN": 105667112, + "TP": 61223, + "n_pred": 73309, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9643002730224761, + "FN": 10785, + "FP": 7168, + "IoU": 0.9310616271345244, + "TN": 96877459, + "TP": 242468, + "n_pred": 249636, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8157569377287583, + "FN": 12614, + "FP": 32539, + "IoU": 0.6888424882677637, + "TN": 96992767, + "TP": 99960, + "n_pred": 132499, + "n_ref": 112574 + }, + "11": { + "Dice": 0.7464705882352941, + "FN": 1023, + "FP": 701, + "IoU": 0.5954950727358048, + "TN": 97133618, + "TP": 2538, + "n_pred": 3239, + "n_ref": 3561 + }, + "12": { + "Dice": 0.8134353175922847, + "FN": 849, + "FP": 834, + "IoU": 0.6855381165919282, + "TN": 97132528, + "TP": 3669, + "n_pred": 4503, + "n_ref": 4518 + }, + "13": { + "Dice": 0.7444830794847935, + "FN": 11893, + "FP": 14194, + "IoU": 0.5929693716746501, + "TN": 97073789, + "TP": 38004, + "n_pred": 52198, + "n_ref": 49897 + }, + "14": { + "Dice": 0.9063188742764416, + "FN": 39939, + "FP": 6477, + "IoU": 0.8286865823681822, + "TN": 96866938, + "TP": 224526, + "n_pred": 231003, + "n_ref": 264465 + }, + "15": { + "Dice": 0.4416071935223379, + "FN": 2138, + "FP": 49032, + "IoU": 0.28337348047728417, + "TN": 97066476, + "TP": 20234, + "n_pred": 69266, + "n_ref": 22372 + }, + "2": { + "Dice": 0.9316742649829685, + "FN": 11913, + "FP": 6581, + "IoU": 0.8720881978642173, + "TN": 96993296, + "TP": 126090, + "n_pred": 132671, + "n_ref": 138003 + }, + "3": { + "Dice": 0.9239835002946376, + "FN": 11071, + "FP": 13181, + "IoU": 0.8587075575027382, + "TN": 96966236, + "TP": 147392, + "n_pred": 160573, + "n_ref": 158463 + }, + "4": { + "Dice": 0.9079728203381322, + "FN": 2174, + "FP": 2959, + "IoU": 0.8314562469216877, + "TN": 97107425, + "TP": 25322, + "n_pred": 28281, + "n_ref": 27496 + }, + "5": { + "Dice": 0.7837938993200674, + "FN": 2068, + "FP": 4864, + "IoU": 0.6444581217623224, + "TN": 97118383, + "TP": 12565, + "n_pred": 17429, + "n_ref": 14633 + }, + "6": { + "Dice": 0.9516718001967536, + "FN": 44928, + "FP": 102891, + "IoU": 0.9077994852903568, + "TN": 95534646, + "TP": 1455415, + "n_pred": 1558306, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.9437162443882053, + "FN": 10934, + "FP": 18089, + "IoU": 0.8934306140508704, + "TN": 96865541, + "TP": 243316, + "n_pred": 261405, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9302476278639203, + "FN": 7468, + "FP": 10616, + "IoU": 0.8695915541709934, + "TN": 96999208, + "TP": 120588, + "n_pred": 131204, + "n_ref": 128056 + }, + "9": { + "Dice": 0.830605345068155, + "FN": 6670, + "FP": 18582, + "IoU": 0.7102865927812579, + "TN": 97050718, + "TP": 61910, + "n_pred": 80492, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9683703710042243, + "FN": 3759, + "FP": 7330, + "IoU": 0.9386802625539845, + "TN": 130585953, + "TP": 169750, + "n_pred": 177080, + "n_ref": 173509 + }, + "10": { + "Dice": 0.762977769701375, + "FN": 14268, + "FP": 24862, + "IoU": 0.6167858192145725, + "TN": 130664682, + "TP": 62980, + "n_pred": 87842, + "n_ref": 77248 + }, + "11": { + "Dice": 0.768213604577241, + "FN": 1028, + "FP": 795, + "IoU": 0.6236581337737407, + "TN": 130761948, + "TP": 3021, + "n_pred": 3816, + "n_ref": 4049 + }, + "12": { + "Dice": 0.7632821723730815, + "FN": 742, + "FP": 862, + "IoU": 0.6171837708830549, + "TN": 130762602, + "TP": 2586, + "n_pred": 3448, + "n_ref": 3328 + }, + "13": { + "Dice": 0.722965332299441, + "FN": 16614, + "FP": 17684, + "IoU": 0.5661281957217492, + "TN": 130687741, + "TP": 44753, + "n_pred": 62437, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9517352703793381, + "FN": 9079, + "FP": 6170, + "IoU": 0.907914998460117, + "TN": 130601195, + "TP": 150348, + "n_pred": 156518, + "n_ref": 159427 + }, + "15": { + "Dice": 0.5855096772502719, + "FN": 6449, + "FP": 25182, + "IoU": 0.4139368561476321, + "TN": 130712820, + "TP": 22341, + "n_pred": 47523, + "n_ref": 28790 + }, + "2": { + "Dice": 0.8701007403181683, + "FN": 32111, + "FP": 7965, + "IoU": 0.7700693073851379, + "TN": 130592496, + "TP": 134220, + "n_pred": 142185, + "n_ref": 166331 + }, + "3": { + "Dice": 0.8885331605335559, + "FN": 4250, + "FP": 36346, + "IoU": 0.7994239045045134, + "TN": 130564395, + "TP": 161801, + "n_pred": 198147, + "n_ref": 166051 + }, + "4": { + "Dice": 0.8372563176895307, + "FN": 6744, + "FP": 2272, + "IoU": 0.7200695479384004, + "TN": 130734584, + "TP": 23192, + "n_pred": 25464, + "n_ref": 29936 + }, + "5": { + "Dice": 0.7068829736966451, + "FN": 11113, + "FP": 5636, + "IoU": 0.5466504263093788, + "TN": 130729847, + "TP": 20196, + "n_pred": 25832, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9643265131194905, + "FN": 32055, + "FP": 64501, + "IoU": 0.9311105530219577, + "TN": 129365184, + "TP": 1305052, + "n_pred": 1369553, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.8784470920883191, + "FN": 34214, + "FP": 79622, + "IoU": 0.7832417765506736, + "TN": 130241617, + "TP": 411339, + "n_pred": 490961, + "n_ref": 445553 + }, + "8": { + "Dice": 0.8761625180430109, + "FN": 14431, + "FP": 46568, + "IoU": 0.779616743621426, + "TN": 130490006, + "TP": 215787, + "n_pred": 262355, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8646141650408973, + "FN": 18046, + "FP": 8255, + "IoU": 0.7615157230423271, + "TN": 130656508, + "TP": 83983, + "n_pred": 92238, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8203493957969661, + "FN": 18975, + "FP": 60681, + "IoU": 0.6954172641238887, + "TN": 71974483, + "TP": 181869, + "n_pred": 242550, + "n_ref": 200844 + }, + "10": { + "Dice": 0.4086675747246441, + "FN": 33110, + "FP": 52415, + "IoU": 0.2568084255896001, + "TN": 72120930, + "TP": 29553, + "n_pred": 81968, + "n_ref": 62663 + }, + "11": { + "Dice": 0.6640246587406429, + "FN": 1179, + "FP": 347, + "IoU": 0.4970336189848385, + "TN": 72232974, + "TP": 1508, + "n_pred": 1855, + "n_ref": 2687 + }, + "12": { + "Dice": 0.6173835125448028, + "FN": 2004, + "FP": 558, + "IoU": 0.44653272845106934, + "TN": 72231379, + "TP": 2067, + "n_pred": 2625, + "n_ref": 4071 + }, + "13": { + "Dice": 0.4923568062429269, + "FN": 41289, + "FP": 18819, + "IoU": 0.3265738261424874, + "TN": 72146751, + "TP": 29149, + "n_pred": 47968, + "n_ref": 70438 + }, + "14": { + "Dice": 0.18604542857296388, + "FN": 21912, + "FP": 432505, + "IoU": 0.10256344425792437, + "TN": 71729658, + "TP": 51933, + "n_pred": 484438, + "n_ref": 73845 + }, + "15": { + "Dice": 0.30074801801564516, + "FN": 5479, + "FP": 100715, + "IoU": 0.17698847563763748, + "TN": 72106977, + "TP": 22837, + "n_pred": 123552, + "n_ref": 28316 + }, + "2": { + "Dice": 0.6655414995690301, + "FN": 62821, + "FP": 1980, + "IoU": 0.49873525430284277, + "TN": 72106733, + "TP": 64474, + "n_pred": 66454, + "n_ref": 127295 + }, + "3": { + "Dice": 0.7992856072338512, + "FN": 8253, + "FP": 72101, + "IoU": 0.6656750448310151, + "TN": 71995661, + "TP": 159993, + "n_pred": 232094, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1210, + "IoU": 0.0, + "TN": 72234798, + "TP": 0, + "n_pred": 1210, + "n_ref": 0 + }, + "5": { + "Dice": 0.7978712620375064, + "FN": 356, + "FP": 3632, + "IoU": 0.6637153216966017, + "TN": 72224149, + "TP": 7871, + "n_pred": 11503, + "n_ref": 8227 + }, + "6": { + "Dice": 0.6980123969414574, + "FN": 456018, + "FP": 457525, + "IoU": 0.5361129363303716, + "TN": 70266686, + "TP": 1055779, + "n_pred": 1513304, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.38189211726266054, + "FN": 86917, + "FP": 729941, + "IoU": 0.23601153009440687, + "TN": 71166806, + "TP": 252344, + "n_pred": 982285, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9224839841422782, + "FN": 4869, + "FP": 5670, + "IoU": 0.8561209026744392, + "TN": 72162759, + "TP": 62710, + "n_pred": 68380, + "n_ref": 67579 + }, + "9": { + "Dice": 0.6355666805105007, + "FN": 21309, + "FP": 11158, + "IoU": 0.46580999703840203, + "TN": 72175230, + "TP": 28311, + "n_pred": 39469, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6679012618505669, + "FN": 13434, + "FP": 61705, + "IoU": 0.5013902068388887, + "TN": 52402423, + "TP": 75558, + "n_pred": 137263, + "n_ref": 88992 + }, + "10": { + "Dice": 0.32014584809038865, + "FN": 33399, + "FP": 25148, + "IoU": 0.19057954985345352, + "TN": 52480788, + "TP": 13785, + "n_pred": 38933, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0, + "FN": 2042, + "FP": 66, + "IoU": 0.0, + "TN": 52551012, + "TP": 0, + "n_pred": 66, + "n_ref": 2042 + }, + "12": { + "Dice": 0.002698246140008994, + "FN": 4057, + "FP": 2596, + "IoU": 0.0013509456619633744, + "TN": 52546458, + "TP": 9, + "n_pred": 2605, + "n_ref": 4066 + }, + "13": { + "Dice": 0.46404744255003705, + "FN": 11912, + "FP": 10501, + "IoU": 0.30212355212355213, + "TN": 52521004, + "TP": 9703, + "n_pred": 20204, + "n_ref": 21615 + }, + "14": { + "Dice": 0.5398688604617621, + "FN": 31507, + "FP": 9966, + "IoU": 0.36973998145981185, + "TN": 52487317, + "TP": 24330, + "n_pred": 34296, + "n_ref": 55837 + }, + "15": { + "Dice": 0.2144393867337002, + "FN": 15800, + "FP": 53576, + "IoU": 0.12009639165451201, + "TN": 52474275, + "TP": 9469, + "n_pred": 63045, + "n_ref": 25269 + }, + "2": { + "Dice": 0.5493396783237421, + "FN": 75510, + "FP": 22222, + "IoU": 0.3786825007310964, + "TN": 52395822, + "TP": 59566, + "n_pred": 81788, + "n_ref": 135076 + }, + "3": { + "Dice": 0.7264840248454366, + "FN": 42273, + "FP": 33643, + "IoU": 0.5704553684591708, + "TN": 52376384, + "TP": 100820, + "n_pred": 134463, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 0, + "IoU": 0.0, + "TN": 52551240, + "TP": 0, + "n_pred": 0, + "n_ref": 1880 + }, + "5": { + "Dice": 0.7739985945186226, + "FN": 775, + "FP": 2441, + "IoU": 0.6313195001719591, + "TN": 52544397, + "TP": 5507, + "n_pred": 7948, + "n_ref": 6282 + }, + "6": { + "Dice": 0.9234347315823523, + "FN": 62705, + "FP": 55052, + "IoU": 0.8577600993385482, + "TN": 51725244, + "TP": 710119, + "n_pred": 765171, + "n_ref": 772824 + }, + "7": { + "Dice": 0.5506918568992474, + "FN": 115398, + "FP": 11337, + "IoU": 0.37996878684546553, + "TN": 52348719, + "TP": 77666, + "n_pred": 89003, + "n_ref": 193064 + }, + "8": { + "Dice": 0.7788687494307314, + "FN": 16776, + "FP": 7502, + "IoU": 0.6378255810484232, + "TN": 52486086, + "TP": 42756, + "n_pred": 50258, + "n_ref": 59532 + }, + "9": { + "Dice": 0.8210059746756697, + "FN": 14742, + "FP": 12880, + "IoU": 0.6963614378366495, + "TN": 52462150, + "TP": 63348, + "n_pred": 76228, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9571844645072864, + "FN": 16167, + "FP": 8574, + "IoU": 0.9178847379321332, + "TN": 143835954, + "TP": 276555, + "n_pred": 285129, + "n_ref": 292722 + }, + "10": { + "Dice": 0.8143003394579449, + "FN": 22716, + "FP": 11748, + "IoU": 0.6867677933598116, + "TN": 144027223, + "TP": 75563, + "n_pred": 87311, + "n_ref": 98279 + }, + "11": { + "Dice": 0.6372805379155771, + "FN": 3207, + "FP": 677, + "IoU": 0.46765350877192985, + "TN": 144129954, + "TP": 3412, + "n_pred": 4089, + "n_ref": 6619 + }, + "12": { + "Dice": 0.6767481985182178, + "FN": 2312, + "FP": 873, + "IoU": 0.5114281331492561, + "TN": 144130731, + "TP": 3334, + "n_pred": 4207, + "n_ref": 5646 + }, + "13": { + "Dice": 0.7689305068205884, + "FN": 30233, + "FP": 14283, + "IoU": 0.6246036564797949, + "TN": 144018666, + "TP": 74068, + "n_pred": 88351, + "n_ref": 104301 + }, + "14": { + "Dice": 0.9237767281695712, + "FN": 52765, + "FP": 6203, + "IoU": 0.8583504486001513, + "TN": 143720955, + "TP": 357327, + "n_pred": 363530, + "n_ref": 410092 + }, + "15": { + "Dice": 0.6629606753139798, + "FN": 4956, + "FP": 13051, + "IoU": 0.4958423159839852, + "TN": 144101533, + "TP": 17710, + "n_pred": 30761, + "n_ref": 22666 + }, + "2": { + "Dice": 0.9595815258994641, + "FN": 6416, + "FP": 4672, + "IoU": 0.9223034286555157, + "TN": 143994541, + "TP": 131621, + "n_pred": 136293, + "n_ref": 138037 + }, + "3": { + "Dice": 0.9615018176898787, + "FN": 7175, + "FP": 6200, + "IoU": 0.9258579688132286, + "TN": 143956853, + "TP": 167022, + "n_pred": 173222, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9102850283242557, + "FN": 5293, + "FP": 3750, + "IoU": 0.8353423160961398, + "TN": 144082330, + "TP": 45877, + "n_pred": 49627, + "n_ref": 51170 + }, + "5": { + "Dice": 0.7786664112510576, + "FN": 7743, + "FP": 6122, + "IoU": 0.6375542426935745, + "TN": 144098996, + "TP": 24389, + "n_pred": 30511, + "n_ref": 32132 + }, + "6": { + "Dice": 0.9016124366278963, + "FN": 40254, + "FP": 247470, + "IoU": 0.8208509151905379, + "TN": 142531191, + "TP": 1318335, + "n_pred": 1565805, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.879951919084881, + "FN": 26515, + "FP": 34207, + "IoU": 0.7856376293827754, + "TN": 143853982, + "TP": 222546, + "n_pred": 256753, + "n_ref": 249061 + }, + "8": { + "Dice": 0.8566764048805636, + "FN": 19747, + "FP": 50309, + "IoU": 0.7492860363745678, + "TN": 143857824, + "TP": 209370, + "n_pred": 259679, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8661151928209163, + "FN": 13001, + "FP": 12183, + "IoU": 0.763847603687068, + "TN": 144030607, + "TP": 81459, + "n_pred": 93642, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9654560641889904, + "FN": 8855, + "FP": 5826, + "IoU": 0.9332190067231325, + "TN": 111559082, + "TP": 205157, + "n_pred": 210983, + "n_ref": 214012 + }, + "10": { + "Dice": 0.6200520682672838, + "FN": 19208, + "FP": 13629, + "IoU": 0.4493300464523486, + "TN": 111719289, + "TP": 26794, + "n_pred": 40423, + "n_ref": 46002 + }, + "11": { + "Dice": 0.6759639048400328, + "FN": 1735, + "FP": 240, + "IoU": 0.5105328376703842, + "TN": 111774885, + "TP": 2060, + "n_pred": 2300, + "n_ref": 3795 + }, + "12": { + "Dice": 0.6201072386058981, + "FN": 2347, + "FP": 487, + "IoU": 0.44938799300563437, + "TN": 111773773, + "TP": 2313, + "n_pred": 2800, + "n_ref": 4660 + }, + "13": { + "Dice": 0.6709497762307309, + "FN": 19211, + "FP": 13875, + "IoU": 0.5048340267592565, + "TN": 111712102, + "TP": 33732, + "n_pred": 47607, + "n_ref": 52943 + }, + "14": { + "Dice": 0.7356524045261669, + "FN": 8759, + "FP": 51047, + "IoU": 0.581843479720045, + "TN": 111635897, + "TP": 83217, + "n_pred": 134264, + "n_ref": 91976 + }, + "15": { + "Dice": 0.6962402567629528, + "FN": 1621, + "FP": 6329, + "IoU": 0.534024969228064, + "TN": 111761859, + "TP": 9111, + "n_pred": 15440, + "n_ref": 10732 + }, + "2": { + "Dice": 0.9138139088506891, + "FN": 28728, + "FP": 4769, + "IoU": 0.8413051099593515, + "TN": 111567842, + "TP": 177581, + "n_pred": 182350, + "n_ref": 206309 + }, + "3": { + "Dice": 0.8150339896541451, + "FN": 3252, + "FP": 24066, + "IoU": 0.6878121250214273, + "TN": 111691415, + "TP": 60187, + "n_pred": 84253, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8592833876221498, + "FN": 2851, + "FP": 2333, + "IoU": 0.7532838378069674, + "TN": 111757908, + "TP": 15828, + "n_pred": 18161, + "n_ref": 18679 + }, + "5": { + "Dice": 0.6322126595158349, + "FN": 11504, + "FP": 5846, + "IoU": 0.46221560969561715, + "TN": 111746658, + "TP": 14912, + "n_pred": 20758, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9704885744930752, + "FN": 35422, + "FP": 37519, + "IoU": 0.942669066557676, + "TN": 110506640, + "TP": 1199339, + "n_pred": 1236858, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.854755717895519, + "FN": 47440, + "FP": 17455, + "IoU": 0.7463523121240428, + "TN": 111523073, + "TP": 190952, + "n_pred": 208407, + "n_ref": 238392 + }, + "8": { + "Dice": 0.8288822636069062, + "FN": 40373, + "FP": 57429, + "IoU": 0.7077702248449989, + "TN": 111444245, + "TP": 236873, + "n_pred": 294302, + "n_ref": 277246 + }, + "9": { + "Dice": 0.860463894507342, + "FN": 14825, + "FP": 6423, + "IoU": 0.7551001590558079, + "TN": 111692158, + "TP": 65514, + "n_pred": 71937, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.885787238076055, + "FN": 15884, + "FP": 22674, + "IoU": 0.7949893129446294, + "TN": 198899797, + "TP": 149520, + "n_pred": 172194, + "n_ref": 165404 + }, + "10": { + "Dice": 0.729809850837329, + "FN": 16475, + "FP": 18068, + "IoU": 0.5745673994704107, + "TN": 199006680, + "TP": 46652, + "n_pred": 64720, + "n_ref": 63127 + }, + "11": { + "Dice": 0.7260258315236027, + "FN": 1259, + "FP": 1138, + "IoU": 0.5698905436928046, + "TN": 199082302, + "TP": 3176, + "n_pred": 4314, + "n_ref": 4435 + }, + "12": { + "Dice": 0.7107487922705314, + "FN": 981, + "FP": 935, + "IoU": 0.551288056206089, + "TN": 199083605, + "TP": 2354, + "n_pred": 3289, + "n_ref": 3335 + }, + "13": { + "Dice": 0.3927728226652676, + "FN": 23616, + "FP": 13420, + "IoU": 0.244379156975558, + "TN": 199038861, + "TP": 11978, + "n_pred": 25398, + "n_ref": 35594 + }, + "14": { + "Dice": 0.5924359766237468, + "FN": 22010, + "FP": 12302, + "IoU": 0.4208945147679325, + "TN": 199028625, + "TP": 24938, + "n_pred": 37240, + "n_ref": 46948 + }, + "15": { + "Dice": 0.7237792348033699, + "FN": 59141, + "FP": 1482, + "IoU": 0.5671269850337027, + "TN": 198947827, + "TP": 79425, + "n_pred": 80907, + "n_ref": 138566 + }, + "2": { + "Dice": 0.9306241230577352, + "FN": 4222, + "FP": 14468, + "IoU": 0.8702497813198562, + "TN": 198943829, + "TP": 125356, + "n_pred": 139824, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9552053966241959, + "FN": 7709, + "FP": 4589, + "IoU": 0.9142518477199832, + "TN": 198944455, + "TP": 131122, + "n_pred": 135711, + "n_ref": 138831 + }, + "4": { + "Dice": 0.8198360655737705, + "FN": 2117, + "FP": 4477, + "IoU": 0.6946798166412002, + "TN": 199066278, + "TP": 15003, + "n_pred": 19480, + "n_ref": 17120 + }, + "5": { + "Dice": 0.6915867773033647, + "FN": 7191, + "FP": 4294, + "IoU": 0.5285690829981118, + "TN": 199063513, + "TP": 12877, + "n_pred": 17171, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9493311483401226, + "FN": 56648, + "FP": 60598, + "IoU": 0.9035493408226021, + "TN": 197872269, + "TP": 1098360, + "n_pred": 1158958, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.8602706410385674, + "FN": 15394, + "FP": 30339, + "IoU": 0.7548025627965579, + "TN": 198901360, + "TP": 140782, + "n_pred": 171121, + "n_ref": 156176 + }, + "8": { + "Dice": 0.8992218400509069, + "FN": 10251, + "FP": 13980, + "IoU": 0.8168965126383799, + "TN": 198955540, + "TP": 108104, + "n_pred": 122084, + "n_ref": 118355 + }, + "9": { + "Dice": 0.8681309960084965, + "FN": 10420, + "FP": 17827, + "IoU": 0.7669889297675416, + "TN": 198966649, + "TP": 92979, + "n_pred": 110806, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9209531888640395, + "FN": 11216, + "FP": 18509, + "IoU": 0.8534877072612922, + "TN": 130872308, + "TP": 173159, + "n_pred": 191668, + "n_ref": 184375 + }, + "10": { + "Dice": 0.7215350664728996, + "FN": 15694, + "FP": 36042, + "IoU": 0.5643761104047557, + "TN": 130956429, + "TP": 67027, + "n_pred": 103069, + "n_ref": 82721 + }, + "11": { + "Dice": 0.6978146194423511, + "FN": 1293, + "FP": 1113, + "IoU": 0.5358796296296297, + "TN": 131070008, + "TP": 2778, + "n_pred": 3891, + "n_ref": 4071 + }, + "12": { + "Dice": 0.7372164552095348, + "FN": 800, + "FP": 1934, + "IoU": 0.5838027096970619, + "TN": 131068623, + "TP": 3835, + "n_pred": 5769, + "n_ref": 4635 + }, + "13": { + "Dice": 0.47951101928374656, + "FN": 56738, + "FP": 15814, + "IoU": 0.31536632317970786, + "TN": 130969220, + "TP": 33420, + "n_pred": 49234, + "n_ref": 90158 + }, + "14": { + "Dice": 0.31864007966179175, + "FN": 11654, + "FP": 180621, + "IoU": 0.18951330753601928, + "TN": 130837958, + "TP": 44959, + "n_pred": 225580, + "n_ref": 56613 + }, + "15": { + "Dice": 0.6305061115584775, + "FN": 1349, + "FP": 29394, + "IoU": 0.4603935197374195, + "TN": 131018219, + "TP": 26230, + "n_pred": 55624, + "n_ref": 27579 + }, + "2": { + "Dice": 0.8262327274468951, + "FN": 22252, + "FP": 35796, + "IoU": 0.7039152877807928, + "TN": 130879140, + "TP": 138004, + "n_pred": 173800, + "n_ref": 160256 + }, + "3": { + "Dice": 0.8115109409536552, + "FN": 10537, + "FP": 72863, + "IoU": 0.682808928510305, + "TN": 130812259, + "TP": 179533, + "n_pred": 252396, + "n_ref": 190070 + }, + "4": { + "Dice": 0.5790377392237525, + "FN": 40706, + "FP": 6366, + "IoU": 0.4074969161442993, + "TN": 130995746, + "TP": 32374, + "n_pred": 38740, + "n_ref": 73080 + }, + "5": { + "Dice": 0.7636474534919183, + "FN": 4683, + "FP": 1517, + "IoU": 0.6176615688209176, + "TN": 131058976, + "TP": 10016, + "n_pred": 11533, + "n_ref": 14699 + }, + "6": { + "Dice": 0.851147445799628, + "FN": 43085, + "FP": 455293, + "IoU": 0.7408674356754564, + "TN": 129151937, + "TP": 1424877, + "n_pred": 1880170, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.6318459935805797, + "FN": 141823, + "FP": 598566, + "IoU": 0.46182373520520276, + "TN": 129699455, + "TP": 635348, + "n_pred": 1233914, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9194694019203332, + "FN": 8964, + "FP": 11920, + "IoU": 0.8509424939510517, + "TN": 130935085, + "TP": 119223, + "n_pred": 131143, + "n_ref": 128187 + }, + "9": { + "Dice": 0.7113415054233215, + "FN": 23210, + "FP": 11147, + "IoU": 0.5520015647411657, + "TN": 130998502, + "TP": 42333, + "n_pred": 53480, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8524618874810099, + "FN": 6239, + "FP": 66209, + "IoU": 0.7428615034055376, + "TN": 101335453, + "TP": 209299, + "n_pred": 275508, + "n_ref": 215538 + }, + "10": { + "Dice": 0.8252451217805904, + "FN": 7485, + "FP": 8752, + "IoU": 0.7024828218048557, + "TN": 101562625, + "TP": 38338, + "n_pred": 47090, + "n_ref": 45823 + }, + "11": { + "Dice": 0.7995751460435475, + "FN": 1195, + "FP": 692, + "IoU": 0.6660768005662715, + "TN": 101611549, + "TP": 3764, + "n_pred": 4456, + "n_ref": 4959 + }, + "12": { + "Dice": 0.824509098385936, + "FN": 1480, + "FP": 227, + "IoU": 0.7014168270071716, + "TN": 101611483, + "TP": 4010, + "n_pred": 4237, + "n_ref": 5490 + }, + "13": { + "Dice": 0.7898447175383443, + "FN": 10338, + "FP": 16134, + "IoU": 0.6526804691805086, + "TN": 101540982, + "TP": 49746, + "n_pred": 65880, + "n_ref": 60084 + }, + "14": { + "Dice": 0.9262440963688334, + "FN": 1660, + "FP": 7913, + "IoU": 0.8626207252845027, + "TN": 101547517, + "TP": 60110, + "n_pred": 68023, + "n_ref": 61770 + }, + "15": { + "Dice": 0.8476873893774954, + "FN": 2375, + "FP": 8726, + "IoU": 0.7356401219279863, + "TN": 101575208, + "TP": 30891, + "n_pred": 39617, + "n_ref": 33266 + }, + "2": { + "Dice": 0.5595167835498012, + "FN": 103610, + "FP": 4611, + "IoU": 0.38842297998349856, + "TN": 101440246, + "TP": 68733, + "n_pred": 73344, + "n_ref": 172343 + }, + "3": { + "Dice": 0.757620913589786, + "FN": 8246, + "FP": 97154, + "IoU": 0.6098146064088136, + "TN": 101347072, + "TP": 164728, + "n_pred": 261882, + "n_ref": 172974 + }, + "4": { + "Dice": 0.358574694640579, + "FN": 2019, + "FP": 48762, + "IoU": 0.21845325125048096, + "TN": 101552225, + "TP": 14194, + "n_pred": 62956, + "n_ref": 16213 + }, + "5": { + "Dice": 0.7857083340276968, + "FN": 6797, + "FP": 6062, + "IoU": 0.647050750693053, + "TN": 101580767, + "TP": 23574, + "n_pred": 29636, + "n_ref": 30371 + }, + "6": { + "Dice": 0.8909828693414253, + "FN": 239434, + "FP": 77289, + "IoU": 0.8033986533754689, + "TN": 100006209, + "TP": 1294268, + "n_pred": 1371557, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.8739522721170703, + "FN": 40478, + "FP": 71256, + "IoU": 0.7761236495367551, + "TN": 101118112, + "TP": 387354, + "n_pred": 458610, + "n_ref": 427832 + }, + "8": { + "Dice": 0.9095506011848424, + "FN": 24370, + "FP": 16914, + "IoU": 0.8341061971083912, + "TN": 101368342, + "TP": 207574, + "n_pred": 224488, + "n_ref": 231944 + }, + "9": { + "Dice": 0.8558171676785626, + "FN": 11646, + "FP": 11722, + "IoU": 0.7479723899913718, + "TN": 101524480, + "TP": 69352, + "n_pred": 81074, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9136585873296578, + "FN": 27146, + "FP": 7714, + "IoU": 0.8410418462127741, + "TN": 118962909, + "TP": 184443, + "n_pred": 192157, + "n_ref": 211589 + }, + "10": { + "Dice": 0.754484122368268, + "FN": 15885, + "FP": 26329, + "IoU": 0.6057603406894104, + "TN": 119075135, + "TP": 64863, + "n_pred": 91192, + "n_ref": 80748 + }, + "11": { + "Dice": 0.6645652744943525, + "FN": 1508, + "FP": 1046, + "IoU": 0.497639653815893, + "TN": 119177128, + "TP": 2530, + "n_pred": 3576, + "n_ref": 4038 + }, + "12": { + "Dice": 0.6294467654133434, + "FN": 1649, + "FP": 1278, + "IoU": 0.45926473305006466, + "TN": 119176799, + "TP": 2486, + "n_pred": 3764, + "n_ref": 4135 + }, + "13": { + "Dice": 0.6217927178398139, + "FN": 9944, + "FP": 18195, + "IoU": 0.45116052272283985, + "TN": 119130942, + "TP": 23131, + "n_pred": 41326, + "n_ref": 33075 + }, + "14": { + "Dice": 0.061655269633604966, + "FN": 63374, + "FP": 12509, + "IoU": 0.03180820659385526, + "TN": 119103836, + "TP": 2493, + "n_pred": 15002, + "n_ref": 65867 + }, + "15": { + "Dice": 0.3270901330655285, + "FN": 10949, + "FP": 29254, + "IoU": 0.19552167126905992, + "TN": 119132238, + "TP": 9771, + "n_pred": 39025, + "n_ref": 20720 + }, + "2": { + "Dice": 0.9301436643148825, + "FN": 20716, + "FP": 5235, + "IoU": 0.8694098761580306, + "TN": 118983491, + "TP": 172770, + "n_pred": 178005, + "n_ref": 193486 + }, + "3": { + "Dice": 0.8674010025777854, + "FN": 14622, + "FP": 41138, + "IoU": 0.7658500533304219, + "TN": 118944074, + "TP": 182378, + "n_pred": 223516, + "n_ref": 197000 + }, + "4": { + "Dice": 0.6993005481021827, + "FN": 10994, + "FP": 16821, + "IoU": 0.5376342298613651, + "TN": 119122054, + "TP": 32343, + "n_pred": 49164, + "n_ref": 43337 + }, + "5": { + "Dice": 0.8550835942576948, + "FN": 3248, + "FP": 1658, + "IoU": 0.7468524251805986, + "TN": 119162832, + "TP": 14474, + "n_pred": 16132, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9613482469951297, + "FN": 51838, + "FP": 83822, + "IoU": 0.9255732195260847, + "TN": 117359481, + "TP": 1687071, + "n_pred": 1770893, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.8477220794617261, + "FN": 26619, + "FP": 70744, + "IoU": 0.7356923745147542, + "TN": 118813842, + "TP": 271007, + "n_pred": 341751, + "n_ref": 297626 + }, + "8": { + "Dice": 0.953383130690802, + "FN": 3477, + "FP": 4218, + "IoU": 0.9109189414461346, + "TN": 119095830, + "TP": 78687, + "n_pred": 82905, + "n_ref": 82164 + }, + "9": { + "Dice": 0.9150855517968328, + "FN": 10861, + "FP": 2995, + "IoU": 0.8434633286637444, + "TN": 119093696, + "TP": 74660, + "n_pred": 77655, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 86507, + "IoU": 0.0, + "TN": 61245973, + "TP": 0, + "n_pred": 86507, + "n_ref": 0 + }, + "10": { + "Dice": 0.6591368175481521, + "FN": 11260, + "FP": 12702, + "IoU": 0.491576490558031, + "TN": 61285350, + "TP": 23168, + "n_pred": 35870, + "n_ref": 34428 + }, + "11": { + "Dice": 0.8189972401103955, + "FN": 303, + "FP": 1271, + "IoU": 0.6934761441090554, + "TN": 61327345, + "TP": 3561, + "n_pred": 4832, + "n_ref": 3864 + }, + "12": { + "Dice": 0.605741228678408, + "FN": 2666, + "FP": 177, + "IoU": 0.43445394867714343, + "TN": 61327453, + "TP": 2184, + "n_pred": 2361, + "n_ref": 4850 + }, + "13": { + "Dice": 0.552358299007948, + "FN": 24133, + "FP": 22163, + "IoU": 0.3815573277762193, + "TN": 61257621, + "TP": 28563, + "n_pred": 50726, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9506719237419154, + "FN": 10774, + "FP": 16187, + "IoU": 0.9059815945571779, + "TN": 61045717, + "TP": 259802, + "n_pred": 275989, + "n_ref": 270576 + }, + "15": { + "Dice": 0.7544675533339285, + "FN": 13705, + "FP": 41309, + "IoU": 0.6057389796254756, + "TN": 61192943, + "TP": 84523, + "n_pred": 125832, + "n_ref": 98228 + }, + "2": { + "Dice": 0.9177755445508591, + "FN": 9342, + "FP": 17822, + "IoU": 0.8480454677675595, + "TN": 61153716, + "TP": 151600, + "n_pred": 169422, + "n_ref": 160942 + }, + "3": { + "Dice": 0.896763661592458, + "FN": 18778, + "FP": 6518, + "IoU": 0.812848190703077, + "TN": 61197317, + "TP": 109867, + "n_pred": 116385, + "n_ref": 128645 + }, + "4": { + "Dice": 0.9372920884090398, + "FN": 2602, + "FP": 2695, + "IoU": 0.8819846715978968, + "TN": 61287596, + "TP": 39587, + "n_pred": 42282, + "n_ref": 42189 + }, + "5": { + "Dice": 0.7111535753796641, + "FN": 1501, + "FP": 4243, + "IoU": 0.5517752633632462, + "TN": 61319665, + "TP": 7071, + "n_pred": 11314, + "n_ref": 8572 + }, + "6": { + "Dice": 0.949571612499859, + "FN": 27514, + "FP": 97666, + "IoU": 0.9039851015067236, + "TN": 60028724, + "TP": 1178576, + "n_pred": 1276242, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.5626132318009536, + "FN": 106406, + "FP": 45690, + "IoU": 0.39141394943121116, + "TN": 61082563, + "TP": 97821, + "n_pred": 143511, + "n_ref": 204227 + }, + "8": { + "Dice": 0.9289603883374303, + "FN": 7578, + "FP": 3837, + "IoU": 0.8673445671121441, + "TN": 61246430, + "TP": 74635, + "n_pred": 78472, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8795640161058296, + "FN": 5595, + "FP": 10228, + "IoU": 0.7850194288198691, + "TN": 61258878, + "TP": 57779, + "n_pred": 68007, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9763952073149725, + "FN": 4274, + "FP": 4085, + "IoU": 0.9538790891685656, + "TN": 148926259, + "TP": 172882, + "n_pred": 176967, + "n_ref": 177156 + }, + "10": { + "Dice": 0.8127007485178215, + "FN": 15366, + "FP": 11108, + "IoU": 0.6844952925753783, + "TN": 149023590, + "TP": 57436, + "n_pred": 68544, + "n_ref": 72802 + }, + "11": { + "Dice": 0.8279124778237729, + "FN": 504, + "FP": 369, + "IoU": 0.7063572149344097, + "TN": 149104527, + "TP": 2100, + "n_pred": 2469, + "n_ref": 2604 + }, + "12": { + "Dice": 0.5980245435498354, + "FN": 1098, + "FP": 245, + "IoU": 0.4265584970111016, + "TN": 149105158, + "TP": 999, + "n_pred": 1244, + "n_ref": 2097 + }, + "13": { + "Dice": 0.6778123106908631, + "FN": 32898, + "FP": 16032, + "IoU": 0.5126445482524726, + "TN": 149007101, + "TP": 51469, + "n_pred": 67501, + "n_ref": 84367 + }, + "14": { + "Dice": 0.9147428287028156, + "FN": 4845, + "FP": 11600, + "IoU": 0.8428811648481838, + "TN": 149002834, + "TP": 88221, + "n_pred": 99821, + "n_ref": 93066 + }, + "15": { + "Dice": 0.8624576952107327, + "FN": 2621, + "FP": 8677, + "IoU": 0.7581763698630137, + "TN": 149060780, + "TP": 35422, + "n_pred": 44099, + "n_ref": 38043 + }, + "2": { + "Dice": 0.9629399858377355, + "FN": 3339, + "FP": 8489, + "IoU": 0.9285286990990556, + "TN": 148942007, + "TP": 153665, + "n_pred": 162154, + "n_ref": 157004 + }, + "3": { + "Dice": 0.7696363048459884, + "FN": 5341, + "FP": 27431, + "IoU": 0.6255356102242993, + "TN": 149019983, + "TP": 54745, + "n_pred": 82176, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9104942348700723, + "FN": 1709, + "FP": 3034, + "IoU": 0.8356947379360515, + "TN": 149078633, + "TP": 24124, + "n_pred": 27158, + "n_ref": 25833 + }, + "5": { + "Dice": 0.3641540323154673, + "FN": 26042, + "FP": 757, + "IoU": 0.22260899834653206, + "TN": 149073027, + "TP": 7674, + "n_pred": 8431, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9712868489965337, + "FN": 33395, + "FP": 30025, + "IoU": 0.9441765647198002, + "TN": 147971418, + "TP": 1072662, + "n_pred": 1102687, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.8835810278493793, + "FN": 44096, + "FP": 16786, + "IoU": 0.7914421466228646, + "TN": 148815581, + "TP": 231037, + "n_pred": 247823, + "n_ref": 275133 + }, + "8": { + "Dice": 0.9209490551874939, + "FN": 17426, + "FP": 18907, + "IoU": 0.8534806068378137, + "TN": 148859526, + "TP": 211641, + "n_pred": 230548, + "n_ref": 229067 + }, + "9": { + "Dice": 0.893173980259246, + "FN": 12380, + "FP": 5586, + "IoU": 0.8069687234751217, + "TN": 149014427, + "TP": 75107, + "n_pred": 80693, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7467837196839389, + "FN": 182755, + "FP": 42628, + "IoU": 0.5958937267361385, + "TN": 100155068, + "TP": 332349, + "n_pred": 374977, + "n_ref": 515104 + }, + "10": { + "Dice": 0.3810958525278548, + "FN": 12288, + "FP": 72755, + "IoU": 0.23540359268516353, + "TN": 100601574, + "TP": 26183, + "n_pred": 98938, + "n_ref": 38471 + }, + "11": { + "Dice": 0.5773447015834349, + "FN": 1585, + "FP": 1191, + "IoU": 0.4058219178082192, + "TN": 100708128, + "TP": 1896, + "n_pred": 3087, + "n_ref": 3481 + }, + "12": { + "Dice": 0.3718144450968878, + "FN": 4290, + "FP": 1059, + "IoU": 0.22836122331217543, + "TN": 100705868, + "TP": 1583, + "n_pred": 2642, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0, + "FN": 39155, + "FP": 4956, + "IoU": 0.0, + "TN": 100668689, + "TP": 0, + "n_pred": 4956, + "n_ref": 39155 + }, + "14": { + "Dice": 0.6852826937787316, + "FN": 15484, + "FP": 111647, + "IoU": 0.5212395779198771, + "TN": 100447258, + "TP": 138411, + "n_pred": 250058, + "n_ref": 153895 + }, + "15": { + "Dice": 0.8309203674338741, + "FN": 6709, + "FP": 29331, + "IoU": 0.7107474497780846, + "TN": 100588203, + "TP": 88557, + "n_pred": 117888, + "n_ref": 95266 + }, + "2": { + "Dice": 0.4047687178083555, + "FN": 168087, + "FP": 23287, + "IoU": 0.2537366978236879, + "TN": 100456357, + "TP": 65069, + "n_pred": 88356, + "n_ref": 233156 + }, + "3": { + "Dice": 0.6694482185586569, + "FN": 36219, + "FP": 149167, + "IoU": 0.5031357876455327, + "TN": 100339688, + "TP": 187726, + "n_pred": 336893, + "n_ref": 223945 + }, + "4": { + "Dice": 0.43239323442369126, + "FN": 24559, + "FP": 62324, + "IoU": 0.27583016603320665, + "TN": 100592824, + "TP": 33093, + "n_pred": 95417, + "n_ref": 57652 + }, + "5": { + "Dice": 0.5467340011590364, + "FN": 9869, + "FP": 1081, + "IoU": 0.37621055030192546, + "TN": 100695246, + "TP": 6604, + "n_pred": 7685, + "n_ref": 16473 + }, + "6": { + "Dice": 0.6141170362421104, + "FN": 982787, + "FP": 393683, + "IoU": 0.44312330283424656, + "TN": 98241032, + "TP": 1095298, + "n_pred": 1488981, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.49334393625132195, + "FN": 21854, + "FP": 287153, + "IoU": 0.32744296997938843, + "TN": 100253349, + "TP": 150444, + "n_pred": 437597, + "n_ref": 172298 + }, + "8": { + "Dice": 0.9175853918189856, + "FN": 4293, + "FP": 13977, + "IoU": 0.8477208131558549, + "TN": 100592823, + "TP": 101707, + "n_pred": 115684, + "n_ref": 106000 + }, + "9": { + "Dice": 0.7529740403602563, + "FN": 31502, + "FP": 14659, + "IoU": 0.6038158504557393, + "TN": 100596286, + "TP": 70353, + "n_pred": 85012, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9423843089181735, + "FN": 959, + "FP": 8441, + "IoU": 0.8910460736018545, + "TN": 78864425, + "TP": 76875, + "n_pred": 85316, + "n_ref": 77834 + }, + "10": { + "Dice": 0.5533040805929432, + "FN": 22110, + "FP": 5071, + "IoU": 0.3824605248210837, + "TN": 78906685, + "TP": 16834, + "n_pred": 21905, + "n_ref": 38944 + }, + "11": { + "Dice": 0.4951313071702567, + "FN": 529, + "FP": 1182, + "IoU": 0.3290196078431373, + "TN": 78948150, + "TP": 839, + "n_pred": 2021, + "n_ref": 1368 + }, + "12": { + "Dice": 0.06529080675422139, + "FN": 2473, + "FP": 18, + "IoU": 0.03374709076803724, + "TN": 78948122, + "TP": 87, + "n_pred": 105, + "n_ref": 2560 + }, + "13": { + "Dice": 0.36347458034726565, + "FN": 44291, + "FP": 8645, + "IoU": 0.22210139603232917, + "TN": 78882650, + "TP": 15114, + "n_pred": 23759, + "n_ref": 59405 + }, + "14": { + "Dice": 0.37361024157509554, + "FN": 18616, + "FP": 10399, + "IoU": 0.22971753212275672, + "TN": 78913032, + "TP": 8653, + "n_pred": 19052, + "n_ref": 27269 + }, + "15": { + "Dice": 0.9133914453679303, + "FN": 2797, + "FP": 7884, + "IoU": 0.8405892273480292, + "TN": 78883697, + "TP": 56322, + "n_pred": 64206, + "n_ref": 59119 + }, + "2": { + "Dice": 0.9195589604672818, + "FN": 13219, + "FP": 1985, + "IoU": 0.851095919926351, + "TN": 78848594, + "TP": 86902, + "n_pred": 88887, + "n_ref": 100121 + }, + "3": { + "Dice": 0.9058634679449826, + "FN": 2286, + "FP": 14838, + "IoU": 0.8279254383761242, + "TN": 78851185, + "TP": 82391, + "n_pred": 97229, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8280217359377294, + "FN": 214, + "FP": 6812, + "IoU": 0.7065162907268171, + "TN": 78926760, + "TP": 16914, + "n_pred": 23726, + "n_ref": 17128 + }, + "5": { + "Dice": 0.43068307612163836, + "FN": 24877, + "FP": 1352, + "IoU": 0.27443983402489625, + "TN": 78914550, + "TP": 9921, + "n_pred": 11273, + "n_ref": 34798 + }, + "6": { + "Dice": 0.9361112852314492, + "FN": 57460, + "FP": 31213, + "IoU": 0.8798958690290275, + "TN": 78212399, + "TP": 649628, + "n_pred": 680841, + "n_ref": 707088 + }, + "7": { + "Dice": 0.5475900226394841, + "FN": 433404, + "FP": 41997, + "IoU": 0.37702166135943704, + "TN": 78187590, + "TP": 287709, + "n_pred": 329706, + "n_ref": 721113 + }, + "8": { + "Dice": 0.8899328090089943, + "FN": 59258, + "FP": 7987, + "IoU": 0.8016927409722939, + "TN": 78611605, + "TP": 271850, + "n_pred": 279837, + "n_ref": 331108 + }, + "9": { + "Dice": 0.6385646741737283, + "FN": 29091, + "FP": 2557, + "IoU": 0.469037832396611, + "TN": 78891095, + "TP": 27957, + "n_pred": 30514, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9788388902475477, + "FN": 4112, + "FP": 2118, + "IoU": 0.9585548067775863, + "TN": 104854121, + "TP": 144089, + "n_pred": 146207, + "n_ref": 148201 + }, + "10": { + "Dice": 0.7338193994383236, + "FN": 19297, + "FP": 29989, + "IoU": 0.579553500592887, + "TN": 104887217, + "TP": 67937, + "n_pred": 97926, + "n_ref": 87234 + }, + "11": { + "Dice": 0.8468090359214911, + "FN": 901, + "FP": 340, + "IoU": 0.7343181331620638, + "TN": 104999769, + "TP": 3430, + "n_pred": 3770, + "n_ref": 4331 + }, + "12": { + "Dice": 0.7335599805730937, + "FN": 1057, + "FP": 1686, + "IoU": 0.5792299432428286, + "TN": 104997921, + "TP": 3776, + "n_pred": 5462, + "n_ref": 4833 + }, + "13": { + "Dice": 0.8279758915118031, + "FN": 15175, + "FP": 10855, + "IoU": 0.7064495393186201, + "TN": 104915767, + "TP": 62643, + "n_pred": 73498, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9514376768002292, + "FN": 3655, + "FP": 3126, + "IoU": 0.907373511091684, + "TN": 104931232, + "TP": 66427, + "n_pred": 69553, + "n_ref": 70082 + }, + "15": { + "Dice": 0.8735246614486272, + "FN": 3267, + "FP": 2841, + "IoU": 0.7754494320061762, + "TN": 104977239, + "TP": 21093, + "n_pred": 23934, + "n_ref": 24360 + }, + "2": { + "Dice": 0.8866962712164185, + "FN": 30378, + "FP": 5496, + "IoU": 0.7964549550060711, + "TN": 104828194, + "TP": 140372, + "n_pred": 145868, + "n_ref": 170750 + }, + "3": { + "Dice": 0.8906254167222296, + "FN": 3270, + "FP": 33639, + "IoU": 0.8028175786133283, + "TN": 104817258, + "TP": 150273, + "n_pred": 183912, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1188, + "IoU": 0.0, + "TN": 105003252, + "TP": 0, + "n_pred": 1188, + "n_ref": 0 + }, + "5": { + "Dice": 0.6621791896014324, + "FN": 10110, + "FP": 10266, + "IoU": 0.49496852228225846, + "TN": 104964094, + "TP": 19970, + "n_pred": 30236, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9650995103534845, + "FN": 27247, + "FP": 60167, + "IoU": 0.9325529555823552, + "TN": 103708401, + "TP": 1208625, + "n_pred": 1268792, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.8966278766372697, + "FN": 15316, + "FP": 34207, + "IoU": 0.8126250950627887, + "TN": 104740141, + "TP": 214776, + "n_pred": 248983, + "n_ref": 230092 + }, + "8": { + "Dice": 0.9271641269026729, + "FN": 42766, + "FP": 8047, + "IoU": 0.8642180506379852, + "TN": 104630215, + "TP": 323412, + "n_pred": 331459, + "n_ref": 366178 + }, + "9": { + "Dice": 0.930204749403471, + "FN": 7984, + "FP": 4857, + "IoU": 0.8695166190771357, + "TN": 104906029, + "TP": 85570, + "n_pred": 90427, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8639883794434506, + "FN": 96928, + "FP": 4198, + "IoU": 0.760545371023731, + "TN": 177253970, + "TP": 321192, + "n_pred": 325390, + "n_ref": 418120 + }, + "10": { + "Dice": 0.3838841163808614, + "FN": 42624, + "FP": 51545, + "IoU": 0.23753501854160933, + "TN": 177552782, + "TP": 29337, + "n_pred": 80882, + "n_ref": 71961 + }, + "11": { + "Dice": 0.7732952516958229, + "FN": 1494, + "FP": 411, + "IoU": 0.630384167636787, + "TN": 177671134, + "TP": 3249, + "n_pred": 3660, + "n_ref": 4743 + }, + "12": { + "Dice": 0.7233560090702947, + "FN": 1051, + "FP": 2121, + "IoU": 0.566607460035524, + "TN": 177668969, + "TP": 4147, + "n_pred": 6268, + "n_ref": 5198 + }, + "13": { + "Dice": 0.788110964332893, + "FN": 20406, + "FP": 10070, + "IoU": 0.6503161107477654, + "TN": 177589135, + "TP": 56677, + "n_pred": 66747, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9320505032691265, + "FN": 4897, + "FP": 5506, + "IoU": 0.8727477339726731, + "TN": 177594537, + "TP": 71348, + "n_pred": 76854, + "n_ref": 76245 + }, + "15": { + "Dice": 0.4036701005591169, + "FN": 3459, + "FP": 54775, + "IoU": 0.25287385815457253, + "TN": 177598344, + "TP": 19710, + "n_pred": 74485, + "n_ref": 23169 + }, + "2": { + "Dice": 0.9591185000496766, + "FN": 11640, + "FP": 5642, + "IoU": 0.9214483109705102, + "TN": 177456280, + "TP": 202726, + "n_pred": 208368, + "n_ref": 214366 + }, + "3": { + "Dice": 0.9416432357410355, + "FN": 10291, + "FP": 14096, + "IoU": 0.889721942109333, + "TN": 177455147, + "TP": 196754, + "n_pred": 210850, + "n_ref": 207045 + }, + "4": { + "Dice": 0.7780505328703149, + "FN": 8443, + "FP": 6385, + "IoU": 0.6367288941153413, + "TN": 177635470, + "TP": 25990, + "n_pred": 32375, + "n_ref": 34433 + }, + "5": { + "Dice": 0.725511073253833, + "FN": 10739, + "FP": 4729, + "IoU": 0.5692564745196325, + "TN": 177640378, + "TP": 20442, + "n_pred": 25171, + "n_ref": 31181 + }, + "6": { + "Dice": 0.8803801646398856, + "FN": 214521, + "FP": 217837, + "IoU": 0.7863206213711997, + "TN": 175652892, + "TP": 1591038, + "n_pred": 1808875, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.7818872975689363, + "FN": 27057, + "FP": 163264, + "IoU": 0.6418842000485463, + "TN": 177144837, + "TP": 341130, + "n_pred": 504394, + "n_ref": 368187 + }, + "8": { + "Dice": 0.8200814532864292, + "FN": 14695, + "FP": 66370, + "IoU": 0.6950322592780693, + "TN": 177410473, + "TP": 184750, + "n_pred": 251120, + "n_ref": 199445 + }, + "9": { + "Dice": 0.9174929445676944, + "FN": 13636, + "FP": 8232, + "IoU": 0.8475630158376087, + "TN": 177532832, + "TP": 121588, + "n_pred": 129820, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9693650293478319, + "FN": 5561, + "FP": 5911, + "IoU": 0.9405512688303546, + "TN": 193812562, + "TP": 181501, + "n_pred": 187412, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8350134291394886, + "FN": 15229, + "FP": 13151, + "IoU": 0.7167579867660708, + "TN": 193905338, + "TP": 71817, + "n_pred": 84968, + "n_ref": 87046 + }, + "11": { + "Dice": 0.7760352422907489, + "FN": 910, + "FP": 361, + "IoU": 0.6340339763892888, + "TN": 194002062, + "TP": 2202, + "n_pred": 2563, + "n_ref": 3112 + }, + "12": { + "Dice": 0.7743684886542029, + "FN": 1237, + "FP": 344, + "IoU": 0.6318118304611086, + "TN": 194001241, + "TP": 2713, + "n_pred": 3057, + "n_ref": 3950 + }, + "13": { + "Dice": 0.7456675147616533, + "FN": 20278, + "FP": 11510, + "IoU": 0.5944735734241647, + "TN": 193927148, + "TP": 46599, + "n_pred": 58109, + "n_ref": 66877 + }, + "14": { + "Dice": 0.9001023804998866, + "FN": 2491, + "FP": 13804, + "IoU": 0.818351057900252, + "TN": 193915829, + "TP": 73411, + "n_pred": 87215, + "n_ref": 75902 + }, + "15": { + "Dice": 0.8022954832754781, + "FN": 974, + "FP": 8879, + "IoU": 0.6698609482325347, + "TN": 193975690, + "TP": 19992, + "n_pred": 28871, + "n_ref": 20966 + }, + "2": { + "Dice": 0.9528369864229301, + "FN": 4680, + "FP": 8607, + "IoU": 0.9099223082450884, + "TN": 193858029, + "TP": 134219, + "n_pred": 142826, + "n_ref": 138899 + }, + "3": { + "Dice": 0.9449103067614902, + "FN": 9927, + "FP": 4605, + "IoU": 0.8955734406438631, + "TN": 193866375, + "TP": 124628, + "n_pred": 129233, + "n_ref": 134555 + }, + "4": { + "Dice": 0.8976683937823834, + "FN": 932, + "FP": 3650, + "IoU": 0.8143360752056404, + "TN": 193980856, + "TP": 20097, + "n_pred": 23747, + "n_ref": 21029 + }, + "5": { + "Dice": 0.5378674058869586, + "FN": 14561, + "FP": 7278, + "IoU": 0.3678649994210953, + "TN": 193970987, + "TP": 12709, + "n_pred": 19987, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9335503212582081, + "FN": 31399, + "FP": 161326, + "IoU": 0.8753815016941262, + "TN": 192459015, + "TP": 1353795, + "n_pred": 1515121, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.8784802806176131, + "FN": 31835, + "FP": 48434, + "IoU": 0.7832945470645724, + "TN": 193635129, + "TP": 290137, + "n_pred": 338571, + "n_ref": 321972 + }, + "8": { + "Dice": 0.9239683015879818, + "FN": 15033, + "FP": 22222, + "IoU": 0.858681303674931, + "TN": 193741911, + "TP": 226369, + "n_pred": 248591, + "n_ref": 241402 + }, + "9": { + "Dice": 0.8833614328567362, + "FN": 17729, + "FP": 3579, + "IoU": 0.7910898466606534, + "TN": 193903539, + "TP": 80688, + "n_pred": 84267, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9662782303805301, + "FN": 2013, + "FP": 5835, + "IoU": 0.934756584197925, + "TN": 99535512, + "TP": 112440, + "n_pred": 118275, + "n_ref": 114453 + }, + "10": { + "Dice": 0.8710024364011502, + "FN": 12162, + "FP": 5469, + "IoU": 0.7714830080099541, + "TN": 99578646, + "TP": 59523, + "n_pred": 64992, + "n_ref": 71685 + }, + "11": { + "Dice": 0.7470881863560732, + "FN": 1397, + "FP": 123, + "IoU": 0.5962815405046481, + "TN": 99652035, + "TP": 2245, + "n_pred": 2368, + "n_ref": 3642 + }, + "12": { + "Dice": 0.6124383769434963, + "FN": 1953, + "FP": 91, + "IoU": 0.44137742552610004, + "TN": 99652141, + "TP": 1615, + "n_pred": 1706, + "n_ref": 3568 + }, + "13": { + "Dice": 0.6955837962610659, + "FN": 18009, + "FP": 5993, + "IoU": 0.5332529558182949, + "TN": 99604376, + "TP": 27422, + "n_pred": 33415, + "n_ref": 45431 + }, + "14": { + "Dice": 0.17038025575620386, + "FN": 49097, + "FP": 14, + "IoU": 0.0931233149905824, + "TN": 99601646, + "TP": 5043, + "n_pred": 5057, + "n_ref": 54140 + }, + "15": { + "Dice": 0.7299586260517036, + "FN": 11659, + "FP": 7791, + "IoU": 0.5747518474791202, + "TN": 99610062, + "TP": 26288, + "n_pred": 34079, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9553629362461907, + "FN": 8005, + "FP": 1970, + "IoU": 0.9145405322047258, + "TN": 99539078, + "TP": 106747, + "n_pred": 108717, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9643917516561268, + "FN": 5089, + "FP": 3678, + "IoU": 0.9312322040678658, + "TN": 99528313, + "TP": 118720, + "n_pred": 122398, + "n_ref": 123809 + }, + "4": { + "Dice": 0.882846099406609, + "FN": 2689, + "FP": 1615, + "IoU": 0.7902636323765898, + "TN": 99635279, + "TP": 16217, + "n_pred": 17832, + "n_ref": 18906 + }, + "5": { + "Dice": 0.8636227991644285, + "FN": 1178, + "FP": 650, + "IoU": 0.7599789915966386, + "TN": 99648184, + "TP": 5788, + "n_pred": 6438, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9674724574595703, + "FN": 51223, + "FP": 36386, + "IoU": 0.9369943343876349, + "TN": 98265306, + "TP": 1302885, + "n_pred": 1339271, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.9024412220352334, + "FN": 11731, + "FP": 21834, + "IoU": 0.8222258708628388, + "TN": 99466993, + "TP": 155242, + "n_pred": 177076, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9638030199410575, + "FN": 2976, + "FP": 4381, + "IoU": 0.9301349439237249, + "TN": 99550497, + "TP": 97946, + "n_pred": 102327, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9264208538299368, + "FN": 11163, + "FP": 2239, + "IoU": 0.8629273930430692, + "TN": 99558027, + "TP": 84371, + "n_pred": 86610, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9170588185520379, + "FN": 67589, + "FP": 1026, + "IoU": 0.8468223706534745, + "TN": 62635576, + "TP": 379329, + "n_pred": 380355, + "n_ref": 446918 + }, + "10": { + "Dice": 0.8918520701340799, + "FN": 10315, + "FP": 4365, + "IoU": 0.8048131897354075, + "TN": 63008310, + "TP": 60530, + "n_pred": 64895, + "n_ref": 70845 + }, + "11": { + "Dice": 0.7740130556419024, + "FN": 1055, + "FP": 399, + "IoU": 0.6313387423935092, + "TN": 63079576, + "TP": 2490, + "n_pred": 2889, + "n_ref": 3545 + }, + "12": { + "Dice": 0.7741090909090909, + "FN": 841, + "FP": 712, + "IoU": 0.6314665401044138, + "TN": 63079306, + "TP": 2661, + "n_pred": 3373, + "n_ref": 3502 + }, + "13": { + "Dice": 0.7385574295778512, + "FN": 12003, + "FP": 11822, + "IoU": 0.5854863684604277, + "TN": 63026043, + "TP": 33652, + "n_pred": 45474, + "n_ref": 45655 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.980207396943624, + "FN": 1846, + "FP": 3086, + "IoU": 0.9611830817421965, + "TN": 62956462, + "TP": 122126, + "n_pred": 125212, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9833061524748853, + "FN": 1273, + "FP": 3016, + "IoU": 0.967160522185215, + "TN": 62952915, + "TP": 126316, + "n_pred": 129332, + "n_ref": 127589 + }, + "4": { + "Dice": 0.2835089665372527, + "FN": 14962, + "FP": 540, + "IoU": 0.1651677527061231, + "TN": 63064951, + "TP": 3067, + "n_pred": 3607, + "n_ref": 18029 + }, + "5": { + "Dice": 0.6221617946974847, + "FN": 7802, + "FP": 3314, + "IoU": 0.451549240181567, + "TN": 63063252, + "TP": 9152, + "n_pred": 12466, + "n_ref": 16954 + }, + "6": { + "Dice": 0.906353521110071, + "FN": 173568, + "FP": 24005, + "IoU": 0.8287445153483567, + "TN": 61929846, + "TP": 956101, + "n_pred": 980106, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.7848442797749926, + "FN": 14413, + "FP": 63576, + "IoU": 0.6458795911602712, + "TN": 62863287, + "TP": 142244, + "n_pred": 205820, + "n_ref": 156657 + }, + "8": { + "Dice": 0.9412072358913424, + "FN": 9381, + "FP": 3434, + "IoU": 0.8889437742651137, + "TN": 62968128, + "TP": 102577, + "n_pred": 106011, + "n_ref": 111958 + }, + "9": { + "Dice": 0.906525652062115, + "FN": 2346, + "FP": 6015, + "IoU": 0.829032389988549, + "TN": 63034616, + "TP": 40543, + "n_pred": 46558, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9707110392611198, + "FN": 13163, + "FP": 4900, + "IoU": 0.9430889442011405, + "TN": 109291428, + "TP": 299327, + "n_pred": 304227, + "n_ref": 312490 + }, + "10": { + "Dice": 0.6578432683214253, + "FN": 21498, + "FP": 47605, + "IoU": 0.490138932953598, + "TN": 109473285, + "TP": 66430, + "n_pred": 114035, + "n_ref": 87928 + }, + "11": { + "Dice": 0.7406775530099927, + "FN": 1427, + "FP": 701, + "IoU": 0.5881556028643313, + "TN": 109603651, + "TP": 3039, + "n_pred": 3740, + "n_ref": 4466 + }, + "12": { + "Dice": 0.6342600299650408, + "FN": 2176, + "FP": 21, + "IoU": 0.4644076060458313, + "TN": 109604716, + "TP": 1905, + "n_pred": 1926, + "n_ref": 4081 + }, + "13": { + "Dice": 0.6300819061801936, + "FN": 38469, + "FP": 11211, + "IoU": 0.45994129796717037, + "TN": 109516828, + "TP": 42310, + "n_pred": 53521, + "n_ref": 80779 + }, + "14": { + "Dice": 0.5258893150890488, + "FN": 40842, + "FP": 60264, + "IoU": 0.3567502226746405, + "TN": 109451638, + "TP": 56074, + "n_pred": 116338, + "n_ref": 96916 + }, + "15": { + "Dice": 0.8713339421218288, + "FN": 9555, + "FP": 18202, + "IoU": 0.7720033184659487, + "TN": 109487075, + "TP": 93986, + "n_pred": 112188, + "n_ref": 103541 + }, + "2": { + "Dice": 0.7999845909163452, + "FN": 68695, + "FP": 3995, + "IoU": 0.6666452654364017, + "TN": 109390762, + "TP": 145366, + "n_pred": 149361, + "n_ref": 214061 + }, + "3": { + "Dice": 0.8714393649668398, + "FN": 12126, + "FP": 56787, + "IoU": 0.7721688475703696, + "TN": 109306344, + "TP": 233561, + "n_pred": 290348, + "n_ref": 245687 + }, + "4": { + "Dice": 0.6910084505800822, + "FN": 18931, + "FP": 9114, + "IoU": 0.527893744528988, + "TN": 109549414, + "TP": 31359, + "n_pred": 40473, + "n_ref": 50290 + }, + "5": { + "Dice": 0.7679514669734846, + "FN": 3210, + "FP": 1227, + "IoU": 0.6233126750997539, + "TN": 109597039, + "TP": 7342, + "n_pred": 8569, + "n_ref": 10552 + }, + "6": { + "Dice": 0.9042889510942436, + "FN": 46952, + "FP": 207811, + "IoU": 0.8252987427637254, + "TN": 108150540, + "TP": 1203515, + "n_pred": 1411326, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.7639021604536896, + "FN": 387341, + "FP": 113737, + "IoU": 0.6179948997678594, + "TN": 108297113, + "TP": 810627, + "n_pred": 924364, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.944406007989823, + "FN": 4786, + "FP": 5178, + "IoU": 0.8946678506490761, + "TN": 109514222, + "TP": 84632, + "n_pred": 89810, + "n_ref": 89418 + }, + "9": { + "Dice": 0.7780541988734222, + "FN": 8445, + "FP": 18230, + "IoU": 0.6367338045239749, + "TN": 109535387, + "TP": 46756, + "n_pred": 64986, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8774242771038376, + "FN": 1274, + "FP": 14792, + "IoU": 0.7816170073945193, + "TN": 66993784, + "TP": 57502, + "n_pred": 72294, + "n_ref": 58776 + }, + "10": { + "Dice": 0.6780837864117558, + "FN": 29283, + "FP": 17729, + "IoU": 0.512955192955193, + "TN": 66970827, + "TP": 49513, + "n_pred": 67242, + "n_ref": 78796 + }, + "11": { + "Dice": 0.4221153846153846, + "FN": 2248, + "FP": 156, + "IoU": 0.2675198049969531, + "TN": 67064070, + "TP": 878, + "n_pred": 1034, + "n_ref": 3126 + }, + "12": { + "Dice": 0.47484208233500325, + "FN": 2221, + "FP": 190, + "IoU": 0.31133961725221365, + "TN": 67063851, + "TP": 1090, + "n_pred": 1280, + "n_ref": 3311 + }, + "13": { + "Dice": 0.5221433962264151, + "FN": 20915, + "FP": 10743, + "IoU": 0.3533112718061854, + "TN": 67018398, + "TP": 17296, + "n_pred": 28039, + "n_ref": 38211 + }, + "14": { + "Dice": 0.8606339934081835, + "FN": 11240, + "FP": 9564, + "IoU": 0.7553621825023519, + "TN": 66982312, + "TP": 64236, + "n_pred": 73800, + "n_ref": 75476 + }, + "15": { + "Dice": 0.31778252461544293, + "FN": 18791, + "FP": 35184, + "IoU": 0.18890692152796562, + "TN": 67000806, + "TP": 12571, + "n_pred": 47755, + "n_ref": 31362 + }, + "2": { + "Dice": 0.8667372900648663, + "FN": 3266, + "FP": 40637, + "IoU": 0.7648158564349806, + "TN": 66880677, + "TP": 142772, + "n_pred": 183409, + "n_ref": 146038 + }, + "3": { + "Dice": 0.8453032226579767, + "FN": 40853, + "FP": 2892, + "IoU": 0.7320564491430952, + "TN": 66904090, + "TP": 119517, + "n_pred": 122409, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 16504, + "IoU": 0.0, + "TN": 67037809, + "TP": 0, + "n_pred": 16504, + "n_ref": 13039 + }, + "5": { + "Dice": 0.5974044700793079, + "FN": 4778, + "FP": 806, + "IoU": 0.42592782975223603, + "TN": 67057625, + "TP": 4143, + "n_pred": 4949, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9608990006856513, + "FN": 61716, + "FP": 21145, + "IoU": 0.9247407146366917, + "TN": 65966345, + "TP": 1018146, + "n_pred": 1039291, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.6547763765316548, + "FN": 176016, + "FP": 9144, + "IoU": 0.4867416577501566, + "TN": 66706598, + "TP": 175594, + "n_pred": 184738, + "n_ref": 351610 + }, + "8": { + "Dice": 0.8827340061312627, + "FN": 6817, + "FP": 14145, + "IoU": 0.7900840184660372, + "TN": 66967493, + "TP": 78897, + "n_pred": 93042, + "n_ref": 85714 + }, + "9": { + "Dice": 0.9100600408358547, + "FN": 9818, + "FP": 3529, + "IoU": 0.8349634612293348, + "TN": 66986479, + "TP": 67526, + "n_pred": 71055, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.502863697430136, + "FN": 116211, + "FP": 10343, + "IoU": 0.3358837111670865, + "TN": 74328720, + "TP": 64006, + "n_pred": 74349, + "n_ref": 180217 + }, + "10": { + "Dice": 0.7463859726268345, + "FN": 15412, + "FP": 12272, + "IoU": 0.5953873810672162, + "TN": 74450859, + "TP": 40737, + "n_pred": 53009, + "n_ref": 56149 + }, + "11": { + "Dice": 0.7371558828686656, + "FN": 1285, + "FP": 214, + "IoU": 0.5837267425715079, + "TN": 74515679, + "TP": 2102, + "n_pred": 2316, + "n_ref": 3387 + }, + "12": { + "Dice": 0.7484177215189873, + "FN": 782, + "FP": 172, + "IoU": 0.5979772439949431, + "TN": 74516907, + "TP": 1419, + "n_pred": 1591, + "n_ref": 2201 + }, + "13": { + "Dice": 0.534669675649365, + "FN": 18724, + "FP": 23340, + "IoU": 0.3648799637626453, + "TN": 74453050, + "TP": 24166, + "n_pred": 47506, + "n_ref": 42890 + }, + "14": { + "Dice": 0.6513282666777414, + "FN": 8400, + "FP": 16787, + "IoU": 0.4829405485301363, + "TN": 74470568, + "TP": 23525, + "n_pred": 40312, + "n_ref": 31925 + }, + "15": { + "Dice": 0.8179183854361981, + "FN": 6367, + "FP": 4315, + "IoU": 0.6919305531522179, + "TN": 74484606, + "TP": 23992, + "n_pred": 28307, + "n_ref": 30359 + }, + "2": { + "Dice": 0.772418819110619, + "FN": 3122, + "FP": 78071, + "IoU": 0.6292201535307038, + "TN": 74300301, + "TP": 137786, + "n_pred": 215857, + "n_ref": 140908 + }, + "3": { + "Dice": 0.7337666223802172, + "FN": 63685, + "FP": 3044, + "IoU": 0.5794876642404764, + "TN": 74360595, + "TP": 91956, + "n_pred": 95000, + "n_ref": 155641 + }, + "4": { + "Dice": 0.47333876710565825, + "FN": 7761, + "FP": 4516, + "IoU": 0.3100483308980555, + "TN": 74501486, + "TP": 5517, + "n_pred": 10033, + "n_ref": 13278 + }, + "5": { + "Dice": 0.637365716954694, + "FN": 3331, + "FP": 4433, + "IoU": 0.46774525262219785, + "TN": 74504693, + "TP": 6823, + "n_pred": 11256, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9329173677972833, + "FN": 96551, + "FP": 120518, + "IoU": 0.8742690956102585, + "TN": 72792823, + "TP": 1509388, + "n_pred": 1629906, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.5455290049143243, + "FN": 83269, + "FP": 56559, + "IoU": 0.3750703910614525, + "TN": 74295530, + "TP": 83922, + "n_pred": 140481, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9588261161385887, + "FN": 2237, + "FP": 3100, + "IoU": 0.9209087271595607, + "TN": 74451801, + "TP": 62142, + "n_pred": 65242, + "n_ref": 64379 + }, + "9": { + "Dice": 0.9139476476064694, + "FN": 8433, + "FP": 7465, + "IoU": 0.8415318521176599, + "TN": 74418957, + "TP": 84425, + "n_pred": 91890, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9048119422348501, + "FN": 9530, + "FP": 47993, + "IoU": 0.8261703876512468, + "TN": 65720264, + "TP": 273393, + "n_pred": 321386, + "n_ref": 282923 + }, + "10": { + "Dice": 0.5757329871253922, + "FN": 40961, + "FP": 21783, + "IoU": 0.4042310759998481, + "TN": 65945864, + "TP": 42572, + "n_pred": 64355, + "n_ref": 83533 + }, + "11": { + "Dice": 0.6873056644585643, + "FN": 1095, + "FP": 1218, + "IoU": 0.5235839340885685, + "TN": 66046325, + "TP": 2542, + "n_pred": 3760, + "n_ref": 3637 + }, + "12": { + "Dice": 0.5605247465712582, + "FN": 1616, + "FP": 595, + "IoU": 0.38939519469759737, + "TN": 66047559, + "TP": 1410, + "n_pred": 2005, + "n_ref": 3026 + }, + "13": { + "Dice": 0.7586968986187126, + "FN": 11237, + "FP": 11910, + "IoU": 0.6112100241870465, + "TN": 65991644, + "TP": 36389, + "n_pred": 48299, + "n_ref": 47626 + }, + "14": { + "Dice": 0.9158553378590583, + "FN": 1804, + "FP": 8645, + "IoU": 0.8447722613423656, + "TN": 65983866, + "TP": 56865, + "n_pred": 65510, + "n_ref": 58669 + }, + "15": { + "Dice": 0.8543221303098668, + "FN": 2443, + "FP": 5112, + "IoU": 0.7456913962569005, + "TN": 66021472, + "TP": 22153, + "n_pred": 27265, + "n_ref": 24596 + }, + "2": { + "Dice": 0.9212054810423703, + "FN": 16988, + "FP": 4731, + "IoU": 0.8539211729889696, + "TN": 65902500, + "TP": 126961, + "n_pred": 131692, + "n_ref": 143949 + }, + "3": { + "Dice": 0.9359190975500671, + "FN": 6159, + "FP": 14473, + "IoU": 0.8795563339171045, + "TN": 65879880, + "TP": 150668, + "n_pred": 165141, + "n_ref": 156827 + }, + "4": { + "Dice": 0.8924381481040031, + "FN": 3322, + "FP": 2995, + "IoU": 0.8057682255634474, + "TN": 66018657, + "TP": 26206, + "n_pred": 29201, + "n_ref": 29528 + }, + "5": { + "Dice": 0.8783181357649443, + "FN": 1310, + "FP": 1092, + "IoU": 0.7830367627133954, + "TN": 66040109, + "TP": 8669, + "n_pred": 9761, + "n_ref": 9979 + }, + "6": { + "Dice": 0.957171781745921, + "FN": 29298, + "FP": 59670, + "IoU": 0.9178614128302305, + "TN": 64968035, + "TP": 994177, + "n_pred": 1053847, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.7919681913420656, + "FN": 330183, + "FP": 9379, + "IoU": 0.6555855447398397, + "TN": 65065269, + "TP": 646349, + "n_pred": 655728, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9593950230964089, + "FN": 4036, + "FP": 2504, + "IoU": 0.9219589031288036, + "TN": 65967378, + "TP": 77262, + "n_pred": 79766, + "n_ref": 81298 + }, + "9": { + "Dice": 0.8966877331911978, + "FN": 11204, + "FP": 2364, + "IoU": 0.8127234330356526, + "TN": 65978731, + "TP": 58881, + "n_pred": 61245, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9786855838756621, + "FN": 3338, + "FP": 3209, + "IoU": 0.9582608141276976, + "TN": 113315685, + "TP": 150308, + "n_pred": 153517, + "n_ref": 153646 + }, + "10": { + "Dice": 0.848634202214432, + "FN": 7216, + "FP": 18950, + "IoU": 0.7370674062462318, + "TN": 113373024, + "TP": 73350, + "n_pred": 92300, + "n_ref": 80566 + }, + "11": { + "Dice": 0.7029182526735545, + "FN": 1291, + "FP": 348, + "IoU": 0.5419228619340414, + "TN": 113468962, + "TP": 1939, + "n_pred": 2287, + "n_ref": 3230 + }, + "12": { + "Dice": 0.8454810495626822, + "FN": 748, + "FP": 471, + "IoU": 0.7323232323232324, + "TN": 113467986, + "TP": 3335, + "n_pred": 3806, + "n_ref": 4083 + }, + "13": { + "Dice": 0.600314696884771, + "FN": 32429, + "FP": 26756, + "IoU": 0.42889262004014206, + "TN": 113368908, + "TP": 44447, + "n_pred": 71203, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9418197028243637, + "FN": 27170, + "FP": 2040, + "IoU": 0.8900370809569522, + "TN": 113206905, + "TP": 236425, + "n_pred": 238465, + "n_ref": 263595 + }, + "15": { + "Dice": 0.4739482520244914, + "FN": 3886, + "FP": 36065, + "IoU": 0.3105715469041209, + "TN": 113414592, + "TP": 17997, + "n_pred": 54062, + "n_ref": 21883 + }, + "2": { + "Dice": 0.9693375094160092, + "FN": 4840, + "FP": 2894, + "IoU": 0.940499453770522, + "TN": 113342558, + "TP": 122248, + "n_pred": 125142, + "n_ref": 127088 + }, + "3": { + "Dice": 0.9351519369789771, + "FN": 2065, + "FP": 14333, + "IoU": 0.8782022238232825, + "TN": 113337907, + "TP": 118235, + "n_pred": 132568, + "n_ref": 120300 + }, + "4": { + "Dice": 0.8295770482105885, + "FN": 3044, + "FP": 8480, + "IoU": 0.7087839886788638, + "TN": 113432968, + "TP": 28048, + "n_pred": 36528, + "n_ref": 31092 + }, + "5": { + "Dice": 0.6687737901033171, + "FN": 13148, + "FP": 6344, + "IoU": 0.5023742660199132, + "TN": 113433370, + "TP": 19678, + "n_pred": 26022, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9611528316224901, + "FN": 48302, + "FP": 40238, + "IoU": 0.9252110039666719, + "TN": 112288676, + "TP": 1095324, + "n_pred": 1135562, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.8608964006919719, + "FN": 38373, + "FP": 19683, + "IoU": 0.755766552941226, + "TN": 113234833, + "TP": 179651, + "n_pred": 199334, + "n_ref": 218024 + }, + "8": { + "Dice": 0.9439714598405275, + "FN": 15329, + "FP": 8323, + "IoU": 0.8938882084550264, + "TN": 113249643, + "TP": 199245, + "n_pred": 207568, + "n_ref": 214574 + }, + "9": { + "Dice": 0.9149423479568667, + "FN": 13161, + "FP": 4145, + "IoU": 0.8432200318886796, + "TN": 113362156, + "TP": 93078, + "n_pred": 97223, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8457854178210014, + "FN": 2781, + "FP": 42586, + "IoU": 0.7327800487707187, + "TN": 75026954, + "TP": 124407, + "n_pred": 166993, + "n_ref": 127188 + }, + "10": { + "Dice": 0.8411801632140615, + "FN": 18985, + "FP": 11628, + "IoU": 0.7258938244853738, + "TN": 75085045, + "TP": 81070, + "n_pred": 92698, + "n_ref": 100055 + }, + "11": { + "Dice": 0.744003620455574, + "FN": 1078, + "FP": 619, + "IoU": 0.5923612779245736, + "TN": 75192565, + "TP": 2466, + "n_pred": 3085, + "n_ref": 3544 + }, + "12": { + "Dice": 0.5745923092409906, + "FN": 1679, + "FP": 434, + "IoU": 0.40310734463276837, + "TN": 75193188, + "TP": 1427, + "n_pred": 1861, + "n_ref": 3106 + }, + "13": { + "Dice": 0.6823632197844324, + "FN": 16990, + "FP": 18639, + "IoU": 0.5178689833421292, + "TN": 75122829, + "TP": 38270, + "n_pred": 56909, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9463037334523279, + "FN": 5816, + "FP": 8624, + "IoU": 0.8980801806888763, + "TN": 75055048, + "TP": 127240, + "n_pred": 135864, + "n_ref": 133056 + }, + "15": { + "Dice": 0.861367970352247, + "FN": 13962, + "FP": 5303, + "IoU": 0.756493711685521, + "TN": 75117613, + "TP": 59850, + "n_pred": 65153, + "n_ref": 73812 + }, + "2": { + "Dice": 0.9424801587301588, + "FN": 3809, + "FP": 13585, + "IoU": 0.8912174712471154, + "TN": 75036831, + "TP": 142503, + "n_pred": 156088, + "n_ref": 146312 + }, + "3": { + "Dice": 0.9535458625544487, + "FN": 3254, + "FP": 10802, + "IoU": 0.9112161043981379, + "TN": 75038411, + "TP": 144261, + "n_pred": 155063, + "n_ref": 147515 + }, + "4": { + "Dice": 0.9121988806878092, + "FN": 2470, + "FP": 1860, + "IoU": 0.838571375312232, + "TN": 75169905, + "TP": 22493, + "n_pred": 24353, + "n_ref": 24963 + }, + "5": { + "Dice": 0.8075746540422433, + "FN": 2157, + "FP": 485, + "IoU": 0.6772538480332274, + "TN": 75188542, + "TP": 5544, + "n_pred": 6029, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9472864764376108, + "FN": 33599, + "FP": 102506, + "IoU": 0.8998521014834, + "TN": 73837688, + "TP": 1222935, + "n_pred": 1325441, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.9277715882697283, + "FN": 4418, + "FP": 18532, + "IoU": 0.8652742066147723, + "TN": 75026382, + "TP": 147396, + "n_pred": 165928, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9384916163689406, + "FN": 7694, + "FP": 2405, + "IoU": 0.8841113559166437, + "TN": 75109584, + "TP": 77045, + "n_pred": 79450, + "n_ref": 84739 + }, + "9": { + "Dice": 0.8354159622987808, + "FN": 16695, + "FP": 7158, + "IoU": 0.7173513763315993, + "TN": 75112337, + "TP": 60538, + "n_pred": 67696, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9763528109772862, + "FN": 4556, + "FP": 5679, + "IoU": 0.9537981654689249, + "TN": 86706344, + "TP": 211293, + "n_pred": 216972, + "n_ref": 215849 + }, + "10": { + "Dice": 0.6992108621052762, + "FN": 12387, + "FP": 36173, + "IoU": 0.5375282140170093, + "TN": 86822871, + "TP": 56441, + "n_pred": 92614, + "n_ref": 68828 + }, + "11": { + "Dice": 0.659700136301681, + "FN": 1138, + "FP": 360, + "IoU": 0.4922033898305085, + "TN": 86924922, + "TP": 1452, + "n_pred": 1812, + "n_ref": 2590 + }, + "12": { + "Dice": 0.667448998014082, + "FN": 1218, + "FP": 2466, + "IoU": 0.5008806394797453, + "TN": 86920491, + "TP": 3697, + "n_pred": 6163, + "n_ref": 4915 + }, + "13": { + "Dice": 0.6077925021654834, + "FN": 17821, + "FP": 30628, + "IoU": 0.4365674679319448, + "TN": 86841883, + "TP": 37540, + "n_pred": 68168, + "n_ref": 55361 + }, + "14": { + "Dice": 0.7955466050300936, + "FN": 13752, + "FP": 21984, + "IoU": 0.660504265546921, + "TN": 86822610, + "TP": 69526, + "n_pred": 91510, + "n_ref": 83278 + }, + "15": { + "Dice": 0.8352069239952248, + "FN": 45116, + "FP": 1266, + "IoU": 0.717043173762651, + "TN": 86763953, + "TP": 117537, + "n_pred": 118803, + "n_ref": 162653 + }, + "2": { + "Dice": 0.9420417963466227, + "FN": 9654, + "FP": 4443, + "IoU": 0.890433849932381, + "TN": 86799210, + "TP": 114565, + "n_pred": 119008, + "n_ref": 124219 + }, + "3": { + "Dice": 0.955127936304435, + "FN": 10922, + "FP": 4058, + "IoU": 0.9141099369871968, + "TN": 86753463, + "TP": 159429, + "n_pred": 163487, + "n_ref": 170351 + }, + "4": { + "Dice": 0.6050760564568872, + "FN": 2182, + "FP": 16537, + "IoU": 0.4337699264950543, + "TN": 86894813, + "TP": 14340, + "n_pred": 30877, + "n_ref": 16522 + }, + "5": { + "Dice": 0.8452960577980211, + "FN": 91, + "FP": 1879, + "IoU": 0.7320457018498367, + "TN": 86920520, + "TP": 5382, + "n_pred": 7261, + "n_ref": 5473 + }, + "6": { + "Dice": 0.939306656996178, + "FN": 24285, + "FP": 124334, + "IoU": 0.8855591139434476, + "TN": 85629219, + "TP": 1150034, + "n_pred": 1274368, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.8526610261180964, + "FN": 250092, + "FP": 17095, + "IoU": 0.7431640042987517, + "TN": 85887570, + "TP": 773115, + "n_pred": 790210, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9458562522918958, + "FN": 2801, + "FP": 3105, + "IoU": 0.8972744508027064, + "TN": 86870379, + "TP": 51587, + "n_pred": 54692, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8354530854853894, + "FN": 5501, + "FP": 12327, + "IoU": 0.7174061217049471, + "TN": 86864785, + "TP": 45259, + "n_pred": 57586, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8662736041854001, + "FN": 3686, + "FP": 22488, + "IoU": 0.7640940595397968, + "TN": 37638649, + "TP": 84777, + "n_pred": 107265, + "n_ref": 88463 + }, + "10": { + "Dice": 0.7749290020427483, + "FN": 20360, + "FP": 2227, + "IoU": 0.6325584421922532, + "TN": 37688129, + "TP": 38884, + "n_pred": 41111, + "n_ref": 59244 + }, + "11": { + "Dice": 0.8402803393581704, + "FN": 310, + "FP": 556, + "IoU": 0.7245547073791349, + "TN": 37746456, + "TP": 2278, + "n_pred": 2834, + "n_ref": 2588 + }, + "12": { + "Dice": 0.6362899959497772, + "FN": 1346, + "FP": 450, + "IoU": 0.4665874665874666, + "TN": 37746233, + "TP": 1571, + "n_pred": 2021, + "n_ref": 2917 + }, + "13": { + "Dice": 0.7495719910974148, + "FN": 9859, + "FP": 13545, + "IoU": 0.599452336128701, + "TN": 37691170, + "TP": 35026, + "n_pred": 48571, + "n_ref": 44885 + }, + "14": { + "Dice": 0.3938876703864467, + "FN": 10391, + "FP": 266232, + "IoU": 0.2452429155320786, + "TN": 37383094, + "TP": 89883, + "n_pred": 356115, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 31546, + "IoU": 0.0, + "TN": 37718054, + "TP": 0, + "n_pred": 31546, + "n_ref": 0 + }, + "2": { + "Dice": 0.8422301653844834, + "FN": 14346, + "FP": 17831, + "IoU": 0.7274590684634474, + "TN": 37631537, + "TP": 85886, + "n_pred": 103717, + "n_ref": 100232 + }, + "3": { + "Dice": 0.8303336008254041, + "FN": 16269, + "FP": 13331, + "IoU": 0.7098892482603156, + "TN": 37647570, + "TP": 72430, + "n_pred": 85761, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 21, + "IoU": 0.0, + "TN": 37737885, + "TP": 0, + "n_pred": 21, + "n_ref": 11694 + }, + "5": { + "Dice": 0.7803253734183236, + "FN": 1847, + "FP": 2771, + "IoU": 0.6397815912636505, + "TN": 37736780, + "TP": 8202, + "n_pred": 10973, + "n_ref": 10049 + }, + "6": { + "Dice": 0.9467211744875567, + "FN": 48590, + "FP": 29515, + "IoU": 0.8988324378655917, + "TN": 36977564, + "TP": 693931, + "n_pred": 723446, + "n_ref": 742521 + }, + "7": { + "Dice": 0.8411433920331376, + "FN": 45156, + "FP": 68209, + "IoU": 0.7258390608902582, + "TN": 37336102, + "TP": 300133, + "n_pred": 368342, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9429495447527433, + "FN": 3882, + "FP": 5097, + "IoU": 0.8920572713174567, + "TN": 37666417, + "TP": 74204, + "n_pred": 79301, + "n_ref": 78086 + }, + "9": { + "Dice": 0.8709422863086911, + "FN": 6209, + "FP": 8183, + "IoU": 0.7713886329701052, + "TN": 37686646, + "TP": 48562, + "n_pred": 56745, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9628696557217272, + "FN": 8837, + "FP": 5754, + "IoU": 0.9283979212774623, + "TN": 75702909, + "TP": 189188, + "n_pred": 194942, + "n_ref": 198025 + }, + "10": { + "Dice": 0.9032082895650471, + "FN": 12650, + "FP": 9096, + "IoU": 0.8235002881329795, + "TN": 75783481, + "TP": 101461, + "n_pred": 110557, + "n_ref": 114111 + }, + "11": { + "Dice": 0.7105685041312122, + "FN": 1461, + "FP": 886, + "IoU": 0.551071155317521, + "TN": 75901460, + "TP": 2881, + "n_pred": 3767, + "n_ref": 4342 + }, + "12": { + "Dice": 0.8007514088916718, + "FN": 1387, + "FP": 204, + "IoU": 0.6677109440267335, + "TN": 75901900, + "TP": 3197, + "n_pred": 3401, + "n_ref": 4584 + }, + "13": { + "Dice": 0.7694531974050046, + "FN": 10367, + "FP": 8290, + "IoU": 0.6252937277821293, + "TN": 75856897, + "TP": 31134, + "n_pred": 39424, + "n_ref": 41501 + }, + "14": { + "Dice": 0.9074233759946749, + "FN": 3715, + "FP": 20763, + "IoU": 0.8305352284292074, + "TN": 75762245, + "TP": 119965, + "n_pred": 140728, + "n_ref": 123680 + }, + "15": { + "Dice": 0.8414960723637229, + "FN": 45864, + "FP": 7406, + "IoU": 0.7263644535764736, + "TN": 75712013, + "TP": 141405, + "n_pred": 148811, + "n_ref": 187269 + }, + "2": { + "Dice": 0.9406131142348687, + "FN": 17497, + "FP": 4628, + "IoU": 0.8878844234092257, + "TN": 75709347, + "TP": 175216, + "n_pred": 179844, + "n_ref": 192713 + }, + "3": { + "Dice": 0.9543431902330638, + "FN": 11139, + "FP": 11834, + "IoU": 0.9126734329265975, + "TN": 75643618, + "TP": 240097, + "n_pred": 251931, + "n_ref": 251236 + }, + "4": { + "Dice": 0.9067105860208728, + "FN": 3201, + "FP": 2350, + "IoU": 0.8293417776001476, + "TN": 75874161, + "TP": 26976, + "n_pred": 29326, + "n_ref": 30177 + }, + "5": { + "Dice": 0.8836820083682009, + "FN": 653, + "FP": 1710, + "IoU": 0.7916041979010495, + "TN": 75895349, + "TP": 8976, + "n_pred": 10686, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9702726045111203, + "FN": 80220, + "FP": 19460, + "IoU": 0.9422616206597745, + "TN": 74180280, + "TP": 1626728, + "n_pred": 1646188, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.9093831559191813, + "FN": 25647, + "FP": 23795, + "IoU": 0.8338246019715725, + "TN": 75609159, + "TP": 248087, + "n_pred": 271882, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9541684902137844, + "FN": 5629, + "FP": 2644, + "IoU": 0.9123539320486064, + "TN": 75812297, + "TP": 86118, + "n_pred": 88762, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8823671580982633, + "FN": 13856, + "FP": 3179, + "IoU": 0.7894964473277726, + "TN": 75825763, + "TP": 63890, + "n_pred": 67069, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9716375796843976, + "FN": 2072, + "FP": 3356, + "IoU": 0.9448396406650136, + "TN": 61289346, + "TP": 92976, + "n_pred": 96332, + "n_ref": 95048 + }, + "10": { + "Dice": 0.8603687993032538, + "FN": 9396, + "FP": 12889, + "IoU": 0.7549537067581535, + "TN": 61296808, + "TP": 68657, + "n_pred": 81546, + "n_ref": 78053 + }, + "11": { + "Dice": 0.8325883201153569, + "FN": 455, + "FP": 706, + "IoU": 0.713191699604743, + "TN": 61383702, + "TP": 2887, + "n_pred": 3593, + "n_ref": 3342 + }, + "12": { + "Dice": 0.8220779220779221, + "FN": 837, + "FP": 259, + "IoU": 0.6979051819184123, + "TN": 61384122, + "TP": 2532, + "n_pred": 2791, + "n_ref": 3369 + }, + "13": { + "Dice": 0.5240643929964318, + "FN": 14193, + "FP": 31691, + "IoU": 0.3550726674725213, + "TN": 61316604, + "TP": 25262, + "n_pred": 56953, + "n_ref": 39455 + }, + "14": { + "Dice": 0.9058082575227432, + "FN": 4976, + "FP": 7811, + "IoU": 0.8278332054233819, + "TN": 61313479, + "TP": 61484, + "n_pred": 69295, + "n_ref": 66460 + }, + "15": { + "Dice": 0.9148291953122217, + "FN": 4208, + "FP": 2965, + "IoU": 0.8430278361344538, + "TN": 61342054, + "TP": 38523, + "n_pred": 41488, + "n_ref": 42731 + }, + "2": { + "Dice": 0.9720071291575763, + "FN": 4184, + "FP": 3245, + "IoU": 0.9455387840978234, + "TN": 61251341, + "TP": 128980, + "n_pred": 132225, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9756254899092753, + "FN": 3554, + "FP": 2945, + "IoU": 0.9524109398454949, + "TN": 61251185, + "TP": 130066, + "n_pred": 133011, + "n_ref": 133620 + }, + "4": { + "Dice": 0.6504295046551103, + "FN": 6331, + "FP": 7261, + "IoU": 0.48195296718374814, + "TN": 61361513, + "TP": 12645, + "n_pred": 19906, + "n_ref": 18976 + }, + "5": { + "Dice": 0.5983683420855214, + "FN": 14933, + "FP": 2199, + "IoU": 0.4269084097143239, + "TN": 61357856, + "TP": 12762, + "n_pred": 14961, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9685385465062096, + "FN": 43757, + "FP": 18022, + "IoU": 0.9389963563112835, + "TN": 60375040, + "TP": 950931, + "n_pred": 968953, + "n_ref": 994688 + }, + "7": { + "Dice": 0.8563342669358421, + "FN": 19160, + "FP": 34853, + "IoU": 0.7487627216402776, + "TN": 61172762, + "TP": 160975, + "n_pred": 195828, + "n_ref": 180135 + }, + "8": { + "Dice": 0.9311958916563603, + "FN": 18928, + "FP": 14674, + "IoU": 0.8712502921601459, + "TN": 61126763, + "TP": 227385, + "n_pred": 242059, + "n_ref": 246313 + }, + "9": { + "Dice": 0.908760780753518, + "FN": 7645, + "FP": 6827, + "IoU": 0.8327787021630616, + "TN": 61301206, + "TP": 72072, + "n_pred": 78899, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9788059117105182, + "FN": 3022, + "FP": 4881, + "IoU": 0.9584915570261824, + "TN": 39558405, + "TP": 182492, + "n_pred": 187373, + "n_ref": 185514 + }, + "10": { + "Dice": 0.7350050585344703, + "FN": 11148, + "FP": 18188, + "IoU": 0.581033990288489, + "TN": 39678780, + "TP": 40684, + "n_pred": 58872, + "n_ref": 51832 + }, + "11": { + "Dice": 0.8217701269344462, + "FN": 668, + "FP": 357, + "IoU": 0.6974616292798111, + "TN": 39745412, + "TP": 2363, + "n_pred": 2720, + "n_ref": 3031 + }, + "12": { + "Dice": 0.8777618364418939, + "FN": 401, + "FP": 451, + "IoU": 0.7821529020710816, + "TN": 39744889, + "TP": 3059, + "n_pred": 3510, + "n_ref": 3460 + }, + "13": { + "Dice": 0.7397066220474866, + "FN": 7781, + "FP": 17576, + "IoU": 0.5869320865981397, + "TN": 39687413, + "TP": 36030, + "n_pred": 53606, + "n_ref": 43811 + }, + "14": { + "Dice": 0.452888850505225, + "FN": 14979, + "FP": 29366, + "IoU": 0.29273194149826953, + "TN": 39686101, + "TP": 18354, + "n_pred": 47720, + "n_ref": 33333 + }, + "15": { + "Dice": 0.8285006084095723, + "FN": 5757, + "FP": 13270, + "IoU": 0.7072138614470809, + "TN": 39683814, + "TP": 45959, + "n_pred": 59229, + "n_ref": 51716 + }, + "2": { + "Dice": 0.9340752339562628, + "FN": 3611, + "FP": 12514, + "IoU": 0.876305029878568, + "TN": 39618439, + "TP": 114236, + "n_pred": 126750, + "n_ref": 117847 + }, + "3": { + "Dice": 0.9367027695879989, + "FN": 11640, + "FP": 4934, + "IoU": 0.8809416057869822, + "TN": 39609591, + "TP": 122635, + "n_pred": 127569, + "n_ref": 134275 + }, + "4": { + "Dice": 0.7873514027579648, + "FN": 7215, + "FP": 1729, + "IoU": 0.649282409222806, + "TN": 39723298, + "TP": 16558, + "n_pred": 18287, + "n_ref": 23773 + }, + "5": { + "Dice": 0.8130518763796909, + "FN": 631, + "FP": 2079, + "IoU": 0.6849936068813205, + "TN": 39740197, + "TP": 5893, + "n_pred": 7972, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9758594009182644, + "FN": 20511, + "FP": 24386, + "IoU": 0.9528568653495808, + "TN": 38796445, + "TP": 907458, + "n_pred": 931844, + "n_ref": 927969 + }, + "7": { + "Dice": 0.8867927356673337, + "FN": 140505, + "FP": 10535, + "IoU": 0.7966106259636555, + "TN": 39006185, + "TP": 591575, + "n_pred": 602110, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9654076738609113, + "FN": 1225, + "FP": 2237, + "IoU": 0.9331285855015357, + "TN": 39697029, + "TP": 48309, + "n_pred": 50546, + "n_ref": 49534 + }, + "9": { + "Dice": 0.9044539190257261, + "FN": 1005, + "FP": 7578, + "IoU": 0.8255735972524234, + "TN": 39699593, + "TP": 40624, + "n_pred": 48202, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9454520724236606, + "FN": 6593, + "FP": 3834, + "IoU": 0.8965472765155273, + "TN": 101295818, + "TP": 90363, + "n_pred": 94197, + "n_ref": 96956 + }, + "10": { + "Dice": 0.8307821883697085, + "FN": 14330, + "FP": 13396, + "IoU": 0.7105452723229666, + "TN": 101300821, + "TP": 68061, + "n_pred": 81457, + "n_ref": 82391 + }, + "11": { + "Dice": 0.660897657782393, + "FN": 2665, + "FP": 274, + "IoU": 0.4935378252627951, + "TN": 101390805, + "TP": 2864, + "n_pred": 3138, + "n_ref": 5529 + }, + "12": { + "Dice": 0.7956473994209843, + "FN": 1240, + "FP": 807, + "IoU": 0.6606432360742706, + "TN": 101390576, + "TP": 3985, + "n_pred": 4792, + "n_ref": 5225 + }, + "13": { + "Dice": 0.896771613772203, + "FN": 7334, + "FP": 2476, + "IoU": 0.8128612578928293, + "TN": 101344187, + "TP": 42611, + "n_pred": 45087, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9646183362786513, + "FN": 9896, + "FP": 2257, + "IoU": 0.9316548380928815, + "TN": 101218790, + "TP": 165665, + "n_pred": 167922, + "n_ref": 175561 + }, + "15": { + "Dice": 0.9120693340588019, + "FN": 3406, + "FP": 1119, + "IoU": 0.8383524452541706, + "TN": 101368615, + "TP": 23468, + "n_pred": 24587, + "n_ref": 26874 + }, + "2": { + "Dice": 0.9723855058016334, + "FN": 7136, + "FP": 2781, + "IoU": 0.9462551484933882, + "TN": 101212088, + "TP": 174603, + "n_pred": 177384, + "n_ref": 181739 + }, + "3": { + "Dice": 0.9798598584296285, + "FN": 2586, + "FP": 4180, + "IoU": 0.9605149513293961, + "TN": 101225252, + "TP": 164590, + "n_pred": 168770, + "n_ref": 167176 + }, + "4": { + "Dice": 0.8685156375730916, + "FN": 2051, + "FP": 400, + "IoU": 0.7675896074340982, + "TN": 101386062, + "TP": 8095, + "n_pred": 8495, + "n_ref": 10146 + }, + "5": { + "Dice": 0.7642166779051472, + "FN": 11316, + "FP": 5468, + "IoU": 0.6184066933430338, + "TN": 101352624, + "TP": 27200, + "n_pred": 32668, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9627833147327086, + "FN": 73680, + "FP": 62143, + "IoU": 0.9282373957227643, + "TN": 99503937, + "TP": 1756848, + "n_pred": 1818991, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.8088454784633773, + "FN": 126379, + "FP": 31792, + "IoU": 0.6790432843422732, + "TN": 100903797, + "TP": 334640, + "n_pred": 366432, + "n_ref": 461019 + }, + "8": { + "Dice": 0.9117988084460721, + "FN": 22557, + "FP": 22552, + "IoU": 0.837895432869397, + "TN": 101118337, + "TP": 233162, + "n_pred": 255714, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9293616924554355, + "FN": 4844, + "FP": 7587, + "IoU": 0.8680444982272891, + "TN": 101302402, + "TP": 81775, + "n_pred": 89362, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9263113469476789, + "FN": 21654, + "FP": 9425, + "IoU": 0.8627373906898684, + "TN": 73657084, + "TP": 195341, + "n_pred": 204766, + "n_ref": 216995 + }, + "10": { + "Dice": 0.2695616871206155, + "FN": 48286, + "FP": 101047, + "IoU": 0.15577653656551038, + "TN": 73706616, + "TP": 27555, + "n_pred": 128602, + "n_ref": 75841 + }, + "11": { + "Dice": 0.6855713094245204, + "FN": 1738, + "FP": 2409, + "IoU": 0.5215736040609137, + "TN": 73874836, + "TP": 4521, + "n_pred": 6930, + "n_ref": 6259 + }, + "12": { + "Dice": 0.43072739632902785, + "FN": 3957, + "FP": 230, + "IoU": 0.2744758274129267, + "TN": 73877733, + "TP": 1584, + "n_pred": 1814, + "n_ref": 5541 + }, + "13": { + "Dice": 0.00820134769337096, + "FN": 60883, + "FP": 25220, + "IoU": 0.004117558611596248, + "TN": 73797045, + "TP": 356, + "n_pred": 25576, + "n_ref": 61239 + }, + "14": { + "Dice": 0.7949806076838791, + "FN": 9724, + "FP": 37428, + "IoU": 0.6597243270549181, + "TN": 73744934, + "TP": 91418, + "n_pred": 128846, + "n_ref": 101142 + }, + "15": { + "Dice": 0.8464163329043826, + "FN": 46558, + "FP": 17174, + "IoU": 0.7337277364852162, + "TN": 73644155, + "TP": 175617, + "n_pred": 192791, + "n_ref": 222175 + }, + "2": { + "Dice": 0.7121759758740688, + "FN": 79822, + "FP": 10083, + "IoU": 0.5530072141319425, + "TN": 73682371, + "TP": 111228, + "n_pred": 121311, + "n_ref": 191050 + }, + "3": { + "Dice": 0.7478597606022124, + "FN": 32647, + "FP": 71791, + "IoU": 0.5972651761130949, + "TN": 73624182, + "TP": 154884, + "n_pred": 226675, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 3998, + "IoU": 0.0, + "TN": 73831618, + "TP": 0, + "n_pred": 3998, + "n_ref": 47888 + }, + "5": { + "Dice": 0.6150476681267715, + "FN": 7967, + "FP": 997, + "IoU": 0.44409302325581396, + "TN": 73867379, + "TP": 7161, + "n_pred": 8158, + "n_ref": 15128 + }, + "6": { + "Dice": 0.7384690473810517, + "FN": 345673, + "FP": 614546, + "IoU": 0.5853752901171263, + "TN": 71567629, + "TP": 1355656, + "n_pred": 1970202, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.3403916263702408, + "FN": 76477, + "FP": 296052, + "IoU": 0.2051035845437223, + "TN": 73414853, + "TP": 96122, + "n_pred": 392174, + "n_ref": 172599 + }, + "8": { + "Dice": 0.8664010002525268, + "FN": 9113, + "FP": 12578, + "IoU": 0.7642923118717739, + "TN": 73791479, + "TP": 70334, + "n_pred": 82912, + "n_ref": 79447 + }, + "9": { + "Dice": 0.7646975759002118, + "FN": 8951, + "FP": 41039, + "IoU": 0.6190367322054565, + "TN": 73752284, + "TP": 81230, + "n_pred": 122269, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9682752362141676, + "FN": 5955, + "FP": 5931, + "IoU": 0.9385014978812354, + "TN": 69302503, + "TP": 181387, + "n_pred": 187318, + "n_ref": 187342 + }, + "10": { + "Dice": 0.7268551743935697, + "FN": 14301, + "FP": 25662, + "IoU": 0.570913190529876, + "TN": 69402641, + "TP": 53172, + "n_pred": 78834, + "n_ref": 67473 + }, + "11": { + "Dice": 0.8050455501051156, + "FN": 589, + "FP": 802, + "IoU": 0.6737039643443584, + "TN": 69491513, + "TP": 2872, + "n_pred": 3674, + "n_ref": 3461 + }, + "12": { + "Dice": 0.6709873138444568, + "FN": 719, + "FP": 1667, + "IoU": 0.5048765304004981, + "TN": 69490957, + "TP": 2433, + "n_pred": 4100, + "n_ref": 3152 + }, + "13": { + "Dice": 0.7000629117783294, + "FN": 27187, + "FP": 16198, + "IoU": 0.5385359938733832, + "TN": 69401760, + "TP": 50631, + "n_pred": 66829, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9465547078588888, + "FN": 10465, + "FP": 5409, + "IoU": 0.8985323821942676, + "TN": 69339332, + "TP": 140570, + "n_pred": 145979, + "n_ref": 151035 + }, + "15": { + "Dice": 0.7841294000029844, + "FN": 15171, + "FP": 28230, + "IoU": 0.6449118845417505, + "TN": 69373550, + "TP": 78825, + "n_pred": 107055, + "n_ref": 93996 + }, + "2": { + "Dice": 0.920787704436003, + "FN": 5317, + "FP": 19602, + "IoU": 0.8532034968660163, + "TN": 69326024, + "TP": 144833, + "n_pred": 164435, + "n_ref": 150150 + }, + "3": { + "Dice": 0.9422048016837227, + "FN": 13196, + "FP": 6356, + "IoU": 0.8907251641749336, + "TN": 69316851, + "TP": 159373, + "n_pred": 165729, + "n_ref": 172569 + }, + "4": { + "Dice": 0.40837631268253277, + "FN": 23975, + "FP": 14109, + "IoU": 0.2565784336690872, + "TN": 69444548, + "TP": 13144, + "n_pred": 27253, + "n_ref": 37119 + }, + "5": { + "Dice": 0.8808186827604303, + "FN": 2309, + "FP": 2233, + "IoU": 0.787020538310044, + "TN": 69474450, + "TP": 16784, + "n_pred": 19017, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9331590082248908, + "FN": 147829, + "FP": 38670, + "IoU": 0.8746936192170627, + "TN": 68007432, + "TP": 1301845, + "n_pred": 1340515, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.8471119405745109, + "FN": 15232, + "FP": 92248, + "IoU": 0.7347738001525026, + "TN": 69090537, + "TP": 297759, + "n_pred": 390007, + "n_ref": 312991 + }, + "8": { + "Dice": 0.8316327640596106, + "FN": 12233, + "FP": 18723, + "IoU": 0.7117905556383137, + "TN": 69388368, + "TP": 76452, + "n_pred": 95175, + "n_ref": 88685 + }, + "9": { + "Dice": 0.8377239970455347, + "FN": 17422, + "FP": 6965, + "IoU": 0.7207616735750109, + "TN": 69408442, + "TP": 62947, + "n_pred": 69912, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8982728579963517, + "FN": 4698, + "FP": 40083, + "IoU": 0.8153315133570315, + "TN": 50591058, + "TP": 197713, + "n_pred": 237796, + "n_ref": 202411 + }, + "10": { + "Dice": 0.8609077982583169, + "FN": 10148, + "FP": 11079, + "IoU": 0.755784120848146, + "TN": 50746633, + "TP": 65692, + "n_pred": 76771, + "n_ref": 75840 + }, + "11": { + "Dice": 0.855107256253388, + "FN": 1208, + "FP": 663, + "IoU": 0.7468885281385281, + "TN": 50826160, + "TP": 5521, + "n_pred": 6184, + "n_ref": 6729 + }, + "12": { + "Dice": 0.831652058872168, + "FN": 1270, + "FP": 766, + "IoU": 0.7118188251946214, + "TN": 50826487, + "TP": 5029, + "n_pred": 5795, + "n_ref": 6299 + }, + "13": { + "Dice": 0.6643620255363503, + "FN": 10019, + "FP": 28623, + "IoU": 0.497411752464688, + "TN": 50756666, + "TP": 38244, + "n_pred": 66867, + "n_ref": 48263 + }, + "14": { + "Dice": 0.6314791864110229, + "FN": 24751, + "FP": 5579, + "IoU": 0.46143191988067334, + "TN": 50777236, + "TP": 25986, + "n_pred": 31565, + "n_ref": 50737 + }, + "15": { + "Dice": 0.755609955120359, + "FN": 11606, + "FP": 3369, + "IoU": 0.6072131147540983, + "TN": 50795427, + "TP": 23150, + "n_pred": 26519, + "n_ref": 34756 + }, + "2": { + "Dice": 0.9700899601784498, + "FN": 7560, + "FP": 5051, + "IoU": 0.9419171798213899, + "TN": 50616431, + "TP": 204510, + "n_pred": 209561, + "n_ref": 212070 + }, + "3": { + "Dice": 0.9500810341593848, + "FN": 5578, + "FP": 15182, + "IoU": 0.9049089168502682, + "TN": 50615235, + "TP": 197557, + "n_pred": 212739, + "n_ref": 203135 + }, + "4": { + "Dice": 0.8449357482545786, + "FN": 1264, + "FP": 4866, + "IoU": 0.7315054093119004, + "TN": 50810721, + "TP": 16701, + "n_pred": 21567, + "n_ref": 17965 + }, + "5": { + "Dice": 0.886129618413083, + "FN": 1140, + "FP": 1868, + "IoU": 0.7955410549211528, + "TN": 50818840, + "TP": 11704, + "n_pred": 13572, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9437110577859287, + "FN": 56767, + "FP": 198472, + "IoU": 0.8934213169057987, + "TN": 48438711, + "TP": 2139602, + "n_pred": 2338074, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.8046455969796199, + "FN": 11509, + "FP": 93788, + "IoU": 0.6731439604409113, + "TN": 50511401, + "TP": 216854, + "n_pred": 310642, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9613750312440269, + "FN": 4845, + "FP": 3036, + "IoU": 0.9256228765571914, + "TN": 50727592, + "TP": 98079, + "n_pred": 101115, + "n_ref": 102924 + }, + "9": { + "Dice": 0.9032215687905871, + "FN": 11985, + "FP": 10116, + "IoU": 0.8235223661306035, + "TN": 50708318, + "TP": 103133, + "n_pred": 113249, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9691056680152381, + "FN": 6788, + "FP": 6293, + "IoU": 0.9400630481200114, + "TN": 76666614, + "TP": 205165, + "n_pred": 211458, + "n_ref": 211953 + }, + "10": { + "Dice": 0.7472525992565857, + "FN": 9474, + "FP": 28060, + "IoU": 0.5964910394650556, + "TN": 76791841, + "TP": 55485, + "n_pred": 83545, + "n_ref": 64959 + }, + "11": { + "Dice": 0.7865358592692828, + "FN": 549, + "FP": 713, + "IoU": 0.6481739615277391, + "TN": 76881273, + "TP": 2325, + "n_pred": 3038, + "n_ref": 2874 + }, + "12": { + "Dice": 0.7616252821670428, + "FN": 922, + "FP": 134, + "IoU": 0.6150200510390084, + "TN": 76882117, + "TP": 1687, + "n_pred": 1821, + "n_ref": 2609 + }, + "13": { + "Dice": 0.5532066533208959, + "FN": 16392, + "FP": 26237, + "IoU": 0.3823674297305129, + "TN": 76815840, + "TP": 26391, + "n_pred": 52628, + "n_ref": 42783 + }, + "14": { + "Dice": 0.927808340061208, + "FN": 7385, + "FP": 4150, + "IoU": 0.865338143102301, + "TN": 76799201, + "TP": 74124, + "n_pred": 78274, + "n_ref": 81509 + }, + "15": { + "Dice": 0.6435155301954507, + "FN": 15091, + "FP": 12523, + "IoU": 0.4743994822794929, + "TN": 76832322, + "TP": 24924, + "n_pred": 37447, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9524986550736438, + "FN": 5632, + "FP": 4169, + "IoU": 0.9093054244628282, + "TN": 76776794, + "TP": 98265, + "n_pred": 102434, + "n_ref": 103897 + }, + "3": { + "Dice": 0.9355087228456447, + "FN": 5123, + "FP": 7601, + "IoU": 0.8788317414366114, + "TN": 76779849, + "TP": 92287, + "n_pred": 99888, + "n_ref": 97410 + }, + "4": { + "Dice": 0.8731375898923278, + "FN": 2906, + "FP": 3480, + "IoU": 0.7748395740779916, + "TN": 76856498, + "TP": 21976, + "n_pred": 25456, + "n_ref": 24882 + }, + "5": { + "Dice": 0.8891526541378173, + "FN": 2271, + "FP": 1091, + "IoU": 0.800427401163481, + "TN": 76868014, + "TP": 13484, + "n_pred": 14575, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9659490091220194, + "FN": 33738, + "FP": 43625, + "IoU": 0.934140596201994, + "TN": 75710191, + "TP": 1097306, + "n_pred": 1140931, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.6963246865323113, + "FN": 23987, + "FP": 95655, + "IoU": 0.5341243171047969, + "TN": 76628049, + "TP": 137169, + "n_pred": 232824, + "n_ref": 161156 + }, + "8": { + "Dice": 0.960903641628699, + "FN": 3806, + "FP": 2175, + "IoU": 0.9247493111561254, + "TN": 76805379, + "TP": 73500, + "n_pred": 75675, + "n_ref": 77306 + }, + "9": { + "Dice": 0.9222084021968161, + "FN": 10579, + "FP": 3118, + "IoU": 0.8556463086894662, + "TN": 76789975, + "TP": 81188, + "n_pred": 84306, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9220438870942476, + "FN": 15681, + "FP": 2732, + "IoU": 0.8553631043556812, + "TN": 130872627, + "TP": 108892, + "n_pred": 111624, + "n_ref": 124573 + }, + "10": { + "Dice": 0.46795943994163164, + "FN": 10421, + "FP": 96774, + "IoU": 0.30544846666709863, + "TN": 130845595, + "TP": 47142, + "n_pred": 143916, + "n_ref": 57563 + }, + "11": { + "Dice": 0.7700567888487352, + "FN": 1839, + "FP": 388, + "IoU": 0.6260913364674278, + "TN": 130993976, + "TP": 3729, + "n_pred": 4117, + "n_ref": 5568 + }, + "12": { + "Dice": 0.7663493537651884, + "FN": 2351, + "FP": 668, + "IoU": 0.6212045169385194, + "TN": 130991962, + "TP": 4951, + "n_pred": 5619, + "n_ref": 7302 + }, + "13": { + "Dice": 0.6296823356591994, + "FN": 37266, + "FP": 11136, + "IoU": 0.45951559411745, + "TN": 130910379, + "TP": 41151, + "n_pred": 52287, + "n_ref": 78417 + }, + "14": { + "Dice": 0.2602551212314102, + "FN": 802206, + "FP": 15940, + "IoU": 0.14959384241189524, + "TN": 130037867, + "TP": 143919, + "n_pred": 159859, + "n_ref": 946125 + }, + "15": { + "Dice": 0.1593579591891421, + "FN": 13416, + "FP": 112070, + "IoU": 0.08657737661959529, + "TN": 130862552, + "TP": 11894, + "n_pred": 123964, + "n_ref": 25310 + }, + "2": { + "Dice": 0.8981629247462272, + "FN": 33974, + "FP": 7951, + "IoU": 0.8151503928467501, + "TN": 130773126, + "TP": 184881, + "n_pred": 192832, + "n_ref": 218855 + }, + "3": { + "Dice": 0.919541470087136, + "FN": 18848, + "FP": 27385, + "IoU": 0.8510659545270048, + "TN": 130689506, + "TP": 264193, + "n_pred": 291578, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 14810, + "IoU": 0.0, + "TN": 130982842, + "TP": 0, + "n_pred": 14810, + "n_ref": 2280 + }, + "5": { + "Dice": 0.7139195078185081, + "FN": 9794, + "FP": 1366, + "IoU": 0.5551126171018537, + "TN": 130974847, + "TP": 13925, + "n_pred": 15291, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8760825256016008, + "FN": 57804, + "FP": 342543, + "IoU": 0.7794900831758513, + "TN": 129184381, + "TP": 1415204, + "n_pred": 1757747, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.5674898347071423, + "FN": 34774, + "FP": 223278, + "IoU": 0.39615065111326914, + "TN": 130572587, + "TP": 169293, + "n_pred": 392571, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9526670372253825, + "FN": 5191, + "FP": 6816, + "IoU": 0.909612387928244, + "TN": 130867093, + "TP": 120832, + "n_pred": 127648, + "n_ref": 126023 + }, + "9": { + "Dice": 0.7849555118927812, + "FN": 8080, + "FP": 18844, + "IoU": 0.646030264386101, + "TN": 130923869, + "TP": 49139, + "n_pred": 67983, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9629057458350158, + "FN": 2567, + "FP": 1659, + "IoU": 0.9284650280993973, + "TN": 74367622, + "TP": 54850, + "n_pred": 56509, + "n_ref": 57417 + }, + "10": { + "Dice": 0.737745985530915, + "FN": 28858, + "FP": 6631, + "IoU": 0.5844671334566658, + "TN": 74341292, + "TP": 49917, + "n_pred": 56548, + "n_ref": 78775 + }, + "11": { + "Dice": 0.8158164310592092, + "FN": 397, + "FP": 502, + "IoU": 0.6889273356401384, + "TN": 74423808, + "TP": 1991, + "n_pred": 2493, + "n_ref": 2388 + }, + "12": { + "Dice": 0.7335190343546889, + "FN": 877, + "FP": 271, + "IoU": 0.5791788856304986, + "TN": 74423970, + "TP": 1580, + "n_pred": 1851, + "n_ref": 2457 + }, + "13": { + "Dice": 0.5526273758185594, + "FN": 58347, + "FP": 14479, + "IoU": 0.3818141690576032, + "TN": 74308892, + "TP": 44980, + "n_pred": 59459, + "n_ref": 103327 + }, + "14": { + "Dice": 0.9135000015186628, + "FN": 20516, + "FP": 7963, + "IoU": 0.8407731272853325, + "TN": 74247840, + "TP": 150379, + "n_pred": 158342, + "n_ref": 170895 + }, + "15": { + "Dice": 0.332001373583492, + "FN": 11583, + "FP": 31213, + "IoU": 0.19904175478654715, + "TN": 74373267, + "TP": 10635, + "n_pred": 41848, + "n_ref": 22218 + }, + "2": { + "Dice": 0.936993046887399, + "FN": 9531, + "FP": 5158, + "IoU": 0.88145523803375, + "TN": 74302787, + "TP": 109222, + "n_pred": 114380, + "n_ref": 118753 + }, + "3": { + "Dice": 0.9535126120491975, + "FN": 7695, + "FP": 4347, + "IoU": 0.9111553784860558, + "TN": 74291158, + "TP": 123498, + "n_pred": 127845, + "n_ref": 131193 + }, + "4": { + "Dice": 0.7114070371382825, + "FN": 12243, + "FP": 2537, + "IoU": 0.5520804921659545, + "TN": 74393701, + "TP": 18217, + "n_pred": 20754, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.968919965903526, + "FN": 14036, + "FP": 42005, + "IoU": 0.9397136341143312, + "TN": 73497118, + "TP": 873539, + "n_pred": 915544, + "n_ref": 887575 + }, + "7": { + "Dice": 0.8379301271743897, + "FN": 7206, + "FP": 48230, + "IoU": 0.7210669055010742, + "TN": 74227955, + "TP": 143307, + "n_pred": 191537, + "n_ref": 150513 + }, + "8": { + "Dice": 0.9315228238565646, + "FN": 1694, + "FP": 4413, + "IoU": 0.8718228565431839, + "TN": 74379053, + "TP": 41538, + "n_pred": 45951, + "n_ref": 43232 + }, + "9": { + "Dice": 0.8748751732669579, + "FN": 4423, + "FP": 3972, + "IoU": 0.7775805426027977, + "TN": 74388954, + "TP": 29349, + "n_pred": 33321, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9742689220183486, + "FN": 4471, + "FP": 2709, + "IoU": 0.949828803018657, + "TN": 106503578, + "TP": 135930, + "n_pred": 138639, + "n_ref": 140401 + }, + "10": { + "Dice": 0.8504726322451562, + "FN": 16029, + "FP": 13267, + "IoU": 0.7398454844152385, + "TN": 106534078, + "TP": 83314, + "n_pred": 96581, + "n_ref": 99343 + }, + "11": { + "Dice": 0.5700272479564032, + "FN": 2559, + "FP": 597, + "IoU": 0.3986280487804878, + "TN": 106641440, + "TP": 2092, + "n_pred": 2689, + "n_ref": 4651 + }, + "12": { + "Dice": 0.8389758979649254, + "FN": 997, + "FP": 720, + "IoU": 0.7226171243941841, + "TN": 106640498, + "TP": 4473, + "n_pred": 5193, + "n_ref": 5470 + }, + "13": { + "Dice": 0.834742819790007, + "FN": 10295, + "FP": 1840, + "IoU": 0.7163593015917538, + "TN": 106603905, + "TP": 30648, + "n_pred": 32488, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9515831484950937, + "FN": 3972, + "FP": 2773, + "IoU": 0.907638166182834, + "TN": 106573660, + "TP": 66283, + "n_pred": 69056, + "n_ref": 70255 + }, + "15": { + "Dice": 0.6065430694771363, + "FN": 3627, + "FP": 26127, + "IoU": 0.4352793805040996, + "TN": 106594000, + "TP": 22934, + "n_pred": 49061, + "n_ref": 26561 + }, + "2": { + "Dice": 0.6510951936053151, + "FN": 95729, + "FP": 1740, + "IoU": 0.48268431583807914, + "TN": 106458275, + "TP": 90944, + "n_pred": 92684, + "n_ref": 186673 + }, + "3": { + "Dice": 0.6899231187132674, + "FN": 3814, + "FP": 128031, + "IoU": 0.5266279625021991, + "TN": 106368165, + "TP": 146678, + "n_pred": 274709, + "n_ref": 150492 + }, + "4": { + "Dice": 0.881585811163276, + "FN": 788, + "FP": 1709, + "IoU": 0.7882462686567164, + "TN": 106634896, + "TP": 9295, + "n_pred": 11004, + "n_ref": 10083 + }, + "5": { + "Dice": 0.7718996062992126, + "FN": 1305, + "FP": 549, + "IoU": 0.6285313564415949, + "TN": 106641697, + "TP": 3137, + "n_pred": 3686, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9747986755508319, + "FN": 32581, + "FP": 31535, + "IoU": 0.950836340437409, + "TN": 105342554, + "TP": 1240018, + "n_pred": 1271553, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.9220339891147917, + "FN": 27074, + "FP": 25313, + "IoU": 0.8553460682472097, + "TN": 106284534, + "TP": 309767, + "n_pred": 335080, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9558039405776853, + "FN": 3989, + "FP": 2211, + "IoU": 0.9153491166270719, + "TN": 106573446, + "TP": 67042, + "n_pred": 69253, + "n_ref": 71031 + }, + "9": { + "Dice": 0.8857537540610371, + "FN": 15834, + "FP": 2030, + "IoU": 0.7949353720412333, + "TN": 106559574, + "TP": 69250, + "n_pred": 71280, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9440386133243253, + "FN": 9422, + "FP": 7807, + "IoU": 0.8940086495930508, + "TN": 107964377, + "TP": 145322, + "n_pred": 153129, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8468171227401826, + "FN": 6453, + "FP": 20568, + "IoU": 0.7343302952541073, + "TN": 108025219, + "TP": 74688, + "n_pred": 95256, + "n_ref": 81141 + }, + "11": { + "Dice": 0.7734075878872259, + "FN": 815, + "FP": 487, + "IoU": 0.6305334846765039, + "TN": 108123404, + "TP": 2222, + "n_pred": 2709, + "n_ref": 3037 + }, + "12": { + "Dice": 0.7939958592132506, + "FN": 906, + "FP": 686, + "IoU": 0.6583690987124463, + "TN": 108122268, + "TP": 3068, + "n_pred": 3754, + "n_ref": 3974 + }, + "13": { + "Dice": 0.7865925504927986, + "FN": 20678, + "FP": 10112, + "IoU": 0.6482509653391825, + "TN": 108039394, + "TP": 56744, + "n_pred": 66856, + "n_ref": 77422 + }, + "14": { + "Dice": 0.8528515565486771, + "FN": 6306, + "FP": 5284, + "IoU": 0.7434535272373111, + "TN": 108081751, + "TP": 33587, + "n_pred": 38871, + "n_ref": 39893 + }, + "15": { + "Dice": 0.5606846409435883, + "FN": 4366, + "FP": 31465, + "IoU": 0.3895495434101131, + "TN": 108068232, + "TP": 22865, + "n_pred": 54330, + "n_ref": 27231 + }, + "2": { + "Dice": 0.9389664740072525, + "FN": 17300, + "FP": 5203, + "IoU": 0.8849545758968512, + "TN": 107931327, + "TP": 173098, + "n_pred": 178301, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9576665010880282, + "FN": 10336, + "FP": 6453, + "IoU": 0.9187716811247817, + "TN": 107920239, + "TP": 189900, + "n_pred": 196353, + "n_ref": 200236 + }, + "4": { + "Dice": 0.9140957123770194, + "FN": 3206, + "FP": 2452, + "IoU": 0.8417829479041414, + "TN": 108091167, + "TP": 30103, + "n_pred": 32555, + "n_ref": 33309 + }, + "5": { + "Dice": 0.8740701381509033, + "FN": 587, + "FP": 361, + "IoU": 0.7763095799905616, + "TN": 108122690, + "TP": 3290, + "n_pred": 3651, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9749361863900505, + "FN": 43267, + "FP": 30573, + "IoU": 0.9510980423322473, + "TN": 106616968, + "TP": 1436120, + "n_pred": 1466693, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.8828755497965068, + "FN": 14507, + "FP": 49669, + "IoU": 0.7903108285166295, + "TN": 107820875, + "TP": 241877, + "n_pred": 291546, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9507995791080328, + "FN": 2057, + "FP": 2198, + "IoU": 0.9062134937953228, + "TN": 108081559, + "TP": 41114, + "n_pred": 43312, + "n_ref": 43171 + }, + "9": { + "Dice": 0.9054136403313734, + "FN": 6764, + "FP": 4722, + "IoU": 0.8271742401444477, + "TN": 108060468, + "TP": 54974, + "n_pred": 59696, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8440498321761585, + "FN": 8943, + "FP": 33756, + "IoU": 0.7301783897528579, + "TN": 62411911, + "TP": 115550, + "n_pred": 149306, + "n_ref": 124493 + }, + "10": { + "Dice": 0.8588406987616992, + "FN": 10007, + "FP": 6146, + "IoU": 0.7526036880475403, + "TN": 62504868, + "TP": 49139, + "n_pred": 55285, + "n_ref": 59146 + }, + "11": { + "Dice": 0.6716119828815977, + "FN": 875, + "FP": 276, + "IoU": 0.5055841924398625, + "TN": 62567832, + "TP": 1177, + "n_pred": 1453, + "n_ref": 2052 + }, + "12": { + "Dice": 0.7230713683957155, + "FN": 1263, + "FP": 1038, + "IoU": 0.566258246936852, + "TN": 62564855, + "TP": 3004, + "n_pred": 4042, + "n_ref": 4267 + }, + "13": { + "Dice": 0.7920060680011872, + "FN": 5685, + "FP": 13236, + "IoU": 0.6556374556374557, + "TN": 62515215, + "TP": 36024, + "n_pred": 49260, + "n_ref": 41709 + }, + "14": { + "Dice": 0.9393184856609607, + "FN": 35102, + "FP": 6157, + "IoU": 0.8855801416000866, + "TN": 62209567, + "TP": 319334, + "n_pred": 325491, + "n_ref": 354436 + }, + "15": { + "Dice": 0.6315890030770468, + "FN": 28530, + "FP": 44744, + "IoU": 0.46154920159020596, + "TN": 62434077, + "TP": 62809, + "n_pred": 107553, + "n_ref": 91339 + }, + "2": { + "Dice": 0.9301239424690911, + "FN": 15459, + "FP": 7312, + "IoU": 0.8693754158922467, + "TN": 62395836, + "TP": 151553, + "n_pred": 158865, + "n_ref": 167012 + }, + "3": { + "Dice": 0.9433326176179512, + "FN": 9054, + "FP": 13907, + "IoU": 0.8927431974775195, + "TN": 62356085, + "TP": 191114, + "n_pred": 205021, + "n_ref": 200168 + }, + "4": { + "Dice": 0.9180198513227293, + "FN": 1375, + "FP": 2573, + "IoU": 0.8484627490116301, + "TN": 62544107, + "TP": 22105, + "n_pred": 24678, + "n_ref": 23480 + }, + "5": { + "Dice": 0.6186447638603696, + "FN": 4409, + "FP": 234, + "IoU": 0.4478534903080033, + "TN": 62561751, + "TP": 3766, + "n_pred": 4000, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9615047804375529, + "FN": 53788, + "FP": 58615, + "IoU": 0.9258634631391632, + "TN": 61053998, + "TP": 1403759, + "n_pred": 1462374, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.8417583623872149, + "FN": 11028, + "FP": 55283, + "IoU": 0.726755398055052, + "TN": 62327480, + "TP": 176369, + "n_pred": 231652, + "n_ref": 187397 + }, + "8": { + "Dice": 0.9045744281964755, + "FN": 2574, + "FP": 11678, + "IoU": 0.8257744309430087, + "TN": 62488358, + "TP": 67550, + "n_pred": 79228, + "n_ref": 70124 + }, + "9": { + "Dice": 0.8324260964542282, + "FN": 2725, + "FP": 16146, + "IoU": 0.7129536673663716, + "TN": 62504418, + "TP": 46871, + "n_pred": 63017, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8961029983582477, + "FN": 21443, + "FP": 38677, + "IoU": 0.8117632324623887, + "TN": 55061863, + "TP": 259265, + "n_pred": 297942, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8411419612917675, + "FN": 8966, + "FP": 16569, + "IoU": 0.7258369301466641, + "TN": 55288110, + "TP": 67603, + "n_pred": 84172, + "n_ref": 76569 + }, + "11": { + "Dice": 0.7610945044837893, + "FN": 1017, + "FP": 1061, + "IoU": 0.6143281365998515, + "TN": 55375860, + "TP": 3310, + "n_pred": 4371, + "n_ref": 4327 + }, + "12": { + "Dice": 0.7668280871670702, + "FN": 1561, + "FP": 365, + "IoU": 0.6218338896524641, + "TN": 55376155, + "TP": 3167, + "n_pred": 3532, + "n_ref": 4728 + }, + "13": { + "Dice": 0.7462762485270306, + "FN": 10856, + "FP": 19073, + "IoU": 0.5952477550578816, + "TN": 55307304, + "TP": 44015, + "n_pred": 63088, + "n_ref": 54871 + }, + "14": { + "Dice": 0.9354091849229788, + "FN": 4282, + "FP": 8272, + "IoU": 0.8786560729958051, + "TN": 55277790, + "TP": 90904, + "n_pred": 99176, + "n_ref": 95186 + }, + "15": { + "Dice": 0.8456221198156681, + "FN": 8954, + "FP": 19856, + "IoU": 0.7325349301397206, + "TN": 55273533, + "TP": 78905, + "n_pred": 98761, + "n_ref": 87859 + }, + "2": { + "Dice": 0.9454352424792223, + "FN": 16373, + "FP": 4288, + "IoU": 0.8965170092559201, + "TN": 55181592, + "TP": 178995, + "n_pred": 183283, + "n_ref": 195368 + }, + "3": { + "Dice": 0.9462804125637932, + "FN": 11727, + "FP": 7820, + "IoU": 0.8980381724384353, + "TN": 55189539, + "TP": 172162, + "n_pred": 179982, + "n_ref": 183889 + }, + "4": { + "Dice": 0.7841059602649006, + "FN": 2377, + "FP": 394, + "IoU": 0.644880174291939, + "TN": 55373445, + "TP": 5032, + "n_pred": 5426, + "n_ref": 7409 + }, + "5": { + "Dice": 0.8175716900549115, + "FN": 1620, + "FP": 174, + "IoU": 0.6914344685242518, + "TN": 55375434, + "TP": 4020, + "n_pred": 4194, + "n_ref": 5640 + }, + "6": { + "Dice": 0.96487139437781, + "FN": 75213, + "FP": 28446, + "IoU": 0.9321270701410573, + "TN": 53853997, + "TP": 1423592, + "n_pred": 1452038, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.8962264419639933, + "FN": 17920, + "FP": 18515, + "IoU": 0.8119658560753066, + "TN": 55187480, + "TP": 157333, + "n_pred": 175848, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9458336355817158, + "FN": 1416, + "FP": 3811, + "IoU": 0.8972337455517764, + "TN": 55330385, + "TP": 45636, + "n_pred": 49447, + "n_ref": 47052 + }, + "9": { + "Dice": 0.9016354911370091, + "FN": 4883, + "FP": 5161, + "IoU": 0.8208891345828058, + "TN": 55325171, + "TP": 46033, + "n_pred": 51194, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9627891336797926, + "FN": 18163, + "FP": 2752, + "IoU": 0.9282482134954424, + "TN": 110855124, + "TP": 270576, + "n_pred": 273328, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8353976647620399, + "FN": 11657, + "FP": 16171, + "IoU": 0.7173243943318605, + "TN": 111048170, + "TP": 70617, + "n_pred": 86788, + "n_ref": 82274 + }, + "11": { + "Dice": 0.8121383566928121, + "FN": 476, + "FP": 985, + "IoU": 0.6836977700801039, + "TN": 111141996, + "TP": 3158, + "n_pred": 4143, + "n_ref": 3634 + }, + "12": { + "Dice": 0.8008580622095102, + "FN": 864, + "FP": 250, + "IoU": 0.6678592725104353, + "TN": 111143261, + "TP": 2240, + "n_pred": 2490, + "n_ref": 3104 + }, + "13": { + "Dice": 0.7080253101115148, + "FN": 17388, + "FP": 19896, + "IoU": 0.548017941568675, + "TN": 111064125, + "TP": 45206, + "n_pred": 65102, + "n_ref": 62594 + }, + "14": { + "Dice": 0.8538770713990038, + "FN": 9143, + "FP": 1800, + "IoU": 0.745013514773045, + "TN": 111103699, + "TP": 31973, + "n_pred": 33773, + "n_ref": 41116 + }, + "15": { + "Dice": 0.4888781937265898, + "FN": 2001, + "FP": 46851, + "IoU": 0.3235200443121235, + "TN": 111074400, + "TP": 23363, + "n_pred": 70214, + "n_ref": 25364 + }, + "2": { + "Dice": 0.9319938688979278, + "FN": 15429, + "FP": 5069, + "IoU": 0.8726484256567012, + "TN": 110985659, + "TP": 140458, + "n_pred": 145527, + "n_ref": 155887 + }, + "3": { + "Dice": 0.9508327069654183, + "FN": 14962, + "FP": 8783, + "IoU": 0.9062736832133383, + "TN": 110893271, + "TP": 229599, + "n_pred": 238382, + "n_ref": 244561 + }, + "4": { + "Dice": 0.9127318061399408, + "FN": 1267, + "FP": 2093, + "IoU": 0.8394725526730686, + "TN": 111125684, + "TP": 17571, + "n_pred": 19664, + "n_ref": 18838 + }, + "5": { + "Dice": 0.7909663865546218, + "FN": 249, + "FP": 2139, + "IoU": 0.6542137271937446, + "TN": 111139709, + "TP": 4518, + "n_pred": 6657, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9779189094992836, + "FN": 25905, + "FP": 45370, + "IoU": 0.9567919009441825, + "TN": 109497040, + "TP": 1578300, + "n_pred": 1623670, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.44653266453384455, + "FN": 249663, + "FP": 70214, + "IoU": 0.28744258365744885, + "TN": 110697701, + "TP": 129037, + "n_pred": 199251, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9312625299496358, + "FN": 4368, + "FP": 6878, + "IoU": 0.8713669690141489, + "TN": 111059188, + "TP": 76181, + "n_pred": 83059, + "n_ref": 80549 + }, + "9": { + "Dice": 0.8874479355096059, + "FN": 8021, + "FP": 4112, + "IoU": 0.7976686789180536, + "TN": 111086649, + "TP": 47833, + "n_pred": 51945, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9719717000645446, + "FN": 7178, + "FP": 4069, + "IoU": 0.945471734703772, + "TN": 96914765, + "TP": 195013, + "n_pred": 199082, + "n_ref": 202191 + }, + "10": { + "Dice": 0.8329760055460697, + "FN": 9518, + "FP": 16502, + "IoU": 0.7137608219750723, + "TN": 97030122, + "TP": 64883, + "n_pred": 81385, + "n_ref": 74401 + }, + "11": { + "Dice": 0.7773037542662116, + "FN": 1179, + "FP": 387, + "IoU": 0.6357292393579902, + "TN": 97116726, + "TP": 2733, + "n_pred": 3120, + "n_ref": 3912 + }, + "12": { + "Dice": 0.7227202472952087, + "FN": 1776, + "FP": 915, + "IoU": 0.5658276863504357, + "TN": 97114827, + "TP": 3507, + "n_pred": 4422, + "n_ref": 5283 + }, + "13": { + "Dice": 0.8196500402252614, + "FN": 10618, + "FP": 7316, + "IoU": 0.694412731950858, + "TN": 97062338, + "TP": 40753, + "n_pred": 48069, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9056920434309848, + "FN": 18362, + "FP": 5576, + "IoU": 0.8276390918974964, + "TN": 96982142, + "TP": 114945, + "n_pred": 120521, + "n_ref": 133307 + }, + "15": { + "Dice": 0.8917021668058367, + "FN": 5494, + "FP": 9810, + "IoU": 0.8045690789053621, + "TN": 97042716, + "TP": 63005, + "n_pred": 72815, + "n_ref": 68499 + }, + "2": { + "Dice": 0.9521277406647417, + "FN": 11256, + "FP": 4445, + "IoU": 0.9086295893248914, + "TN": 96949186, + "TP": 156138, + "n_pred": 160583, + "n_ref": 167394 + }, + "3": { + "Dice": 0.9514302600738446, + "FN": 8156, + "FP": 13457, + "IoU": 0.9073600198884703, + "TN": 96887724, + "TP": 211688, + "n_pred": 225145, + "n_ref": 219844 + }, + "4": { + "Dice": 0.8827944914002009, + "FN": 2297, + "FP": 1669, + "IoU": 0.7901809332345784, + "TN": 97102123, + "TP": 14936, + "n_pred": 16605, + "n_ref": 17233 + }, + "5": { + "Dice": 0.7697715289982425, + "FN": 3041, + "FP": 2592, + "IoU": 0.6257142857142857, + "TN": 97105975, + "TP": 9417, + "n_pred": 12009, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9769266401874059, + "FN": 36524, + "FP": 36747, + "IoU": 0.9548940267258632, + "TN": 95496606, + "TP": 1551148, + "n_pred": 1587895, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.9172458533126276, + "FN": 30551, + "FP": 22898, + "IoU": 0.8471413904244944, + "TN": 96771362, + "TP": 296214, + "n_pred": 319112, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9559900225200206, + "FN": 5443, + "FP": 3273, + "IoU": 0.9156905040578056, + "TN": 97017644, + "TP": 94665, + "n_pred": 97938, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9299497471369723, + "FN": 8192, + "FP": 4953, + "IoU": 0.8690710970338055, + "TN": 97020627, + "TP": 87253, + "n_pred": 92206, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9743951222987898, + "FN": 5681, + "FP": 4381, + "IoU": 0.9500687286928646, + "TN": 78854888, + "TP": 191455, + "n_pred": 195836, + "n_ref": 197136 + }, + "10": { + "Dice": 0.848313208636531, + "FN": 7793, + "FP": 22683, + "IoU": 0.7365832577034443, + "TN": 78940710, + "TP": 85219, + "n_pred": 107902, + "n_ref": 93012 + }, + "11": { + "Dice": 0.7518976038100907, + "FN": 483, + "FP": 1184, + "IoU": 0.602432625804913, + "TN": 79052212, + "TP": 2526, + "n_pred": 3710, + "n_ref": 3009 + }, + "12": { + "Dice": 0.5846370188082264, + "FN": 1341, + "FP": 1022, + "IoU": 0.41306507699950323, + "TN": 79052379, + "TP": 1663, + "n_pred": 2685, + "n_ref": 3004 + }, + "13": { + "Dice": 0.761409076483656, + "FN": 17491, + "FP": 12581, + "IoU": 0.6147381367223532, + "TN": 78978349, + "TP": 47984, + "n_pred": 60565, + "n_ref": 65475 + }, + "14": { + "Dice": 0.6043524053937784, + "FN": 17508, + "FP": 9163, + "IoU": 0.43302650879020427, + "TN": 79009364, + "TP": 20370, + "n_pred": 29533, + "n_ref": 37878 + }, + "15": { + "Dice": 0.7384641684066572, + "FN": 8293, + "FP": 13126, + "IoU": 0.585369158697588, + "TN": 79004747, + "TP": 30239, + "n_pred": 43365, + "n_ref": 38532 + }, + "2": { + "Dice": 0.9482374038754589, + "FN": 5407, + "FP": 6312, + "IoU": 0.9015698099261711, + "TN": 78937346, + "TP": 107340, + "n_pred": 113652, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9273170426848322, + "FN": 10095, + "FP": 7350, + "IoU": 0.8644838033092519, + "TN": 78927675, + "TP": 111285, + "n_pred": 118635, + "n_ref": 121380 + }, + "4": { + "Dice": 0.8784068424076084, + "FN": 1601, + "FP": 304, + "IoU": 0.7831777828363305, + "TN": 79047619, + "TP": 6881, + "n_pred": 7185, + "n_ref": 8482 + }, + "5": { + "Dice": 0.8790042848398286, + "FN": 650, + "FP": 536, + "IoU": 0.7841281397888605, + "TN": 79050911, + "TP": 4308, + "n_pred": 4844, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9744792704954179, + "FN": 28155, + "FP": 39439, + "IoU": 0.9502287398580215, + "TN": 77698312, + "TP": 1290499, + "n_pred": 1329938, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.911495189040111, + "FN": 68280, + "FP": 10503, + "IoU": 0.8373827840377815, + "TN": 78571936, + "TP": 405686, + "n_pred": 416189, + "n_ref": 473966 + }, + "8": { + "Dice": 0.8193198779061168, + "FN": 1061, + "FP": 12376, + "IoU": 0.6939389107805845, + "TN": 79012502, + "TP": 30466, + "n_pred": 42842, + "n_ref": 31527 + }, + "9": { + "Dice": 0.9280879804297747, + "FN": 6226, + "FP": 3857, + "IoU": 0.8658247724490339, + "TN": 78981257, + "TP": 65065, + "n_pred": 68922, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9642510600260309, + "FN": 6350, + "FP": 10487, + "IoU": 0.9309698738868754, + "TN": 122468032, + "TP": 227071, + "n_pred": 237558, + "n_ref": 233421 + }, + "10": { + "Dice": 0.8074137066352675, + "FN": 17824, + "FP": 26337, + "IoU": 0.6770274915345966, + "TN": 122575207, + "TP": 92572, + "n_pred": 118909, + "n_ref": 110396 + }, + "11": { + "Dice": 0.6511131442512961, + "FN": 2047, + "FP": 241, + "IoU": 0.48270404702690484, + "TN": 122707517, + "TP": 2135, + "n_pred": 2376, + "n_ref": 4182 + }, + "12": { + "Dice": 0.5132386992852109, + "FN": 3741, + "FP": 1094, + "IoU": 0.34520585048754066, + "TN": 122704556, + "TP": 2549, + "n_pred": 3643, + "n_ref": 6290 + }, + "13": { + "Dice": 0.6880559649153957, + "FN": 15048, + "FP": 20090, + "IoU": 0.524455271349303, + "TN": 122638050, + "TP": 38752, + "n_pred": 58842, + "n_ref": 53800 + }, + "14": { + "Dice": 0.9078994974874371, + "FN": 17359, + "FP": 969, + "IoU": 0.8313332842523743, + "TN": 122603276, + "TP": 90336, + "n_pred": 91305, + "n_ref": 107695 + }, + "15": { + "Dice": 0.8981717261308689, + "FN": 4001, + "FP": 6676, + "IoU": 0.8151648922357829, + "TN": 122654175, + "TP": 47088, + "n_pred": 53764, + "n_ref": 51089 + }, + "2": { + "Dice": 0.7026157126154834, + "FN": 60319, + "FP": 4542, + "IoU": 0.5415632973572797, + "TN": 122570457, + "TP": 76622, + "n_pred": 81164, + "n_ref": 136941 + }, + "3": { + "Dice": 0.7665730966976735, + "FN": 4013, + "FP": 82386, + "IoU": 0.6214986025076008, + "TN": 122483674, + "TP": 141867, + "n_pred": 224253, + "n_ref": 145880 + }, + "4": { + "Dice": 0.6330669492398487, + "FN": 22460, + "FP": 27404, + "IoU": 0.46312944799147276, + "TN": 122619061, + "TP": 43015, + "n_pred": 70419, + "n_ref": 65475 + }, + "5": { + "Dice": 0.6730503167552611, + "FN": 7966, + "FP": 1014, + "IoU": 0.5072161554080009, + "TN": 122693717, + "TP": 9243, + "n_pred": 10257, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9569036259487228, + "FN": 43310, + "FP": 106890, + "IoU": 0.917368375303817, + "TN": 120894234, + "TP": 1667506, + "n_pred": 1774396, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.6278378472895598, + "FN": 171260, + "FP": 296984, + "IoU": 0.45755368346910597, + "TN": 121848732, + "TP": 394964, + "n_pred": 691948, + "n_ref": 566224 + }, + "8": { + "Dice": 0.8851125931205349, + "FN": 6053, + "FP": 27798, + "IoU": 0.7939031221080317, + "TN": 122547692, + "TP": 130397, + "n_pred": 158195, + "n_ref": 136450 + }, + "9": { + "Dice": 0.8474504792332268, + "FN": 8433, + "FP": 15441, + "IoU": 0.7352833556942797, + "TN": 122621753, + "TP": 66313, + "n_pred": 81754, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/loop_003/summary_cross_val.json b/nnActive_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/loop_003/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..9c53731202385f4f0b843522fdd85e8bdc24def3 --- /dev/null +++ b/nnActive_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/loop_003/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.5856731136923564, + "FN": 1443.2511111111112, + "FP": 1307.2844444444447, + "IoU": 0.5045885991602046, + "TN": 941608.4555555555, + "TP": 7734.8755555555545, + "n_pred": 9042.16, + "n_ref": 9178.126666666667 + }, + "mean": { + "1": { + "Dice": 0.49186447486513857, + "FN": 222.46666666666667, + "FP": 1522.6666666666667, + "IoU": 0.4631592237662168, + "TN": 943920.0333333333, + "TP": 6428.7, + "n_pred": 7951.366666666667, + "n_ref": 6651.166666666667 + }, + "10": { + "Dice": 0.5440724485477917, + "FN": 1975.3, + "FP": 1792.7, + "IoU": 0.43850285482433965, + "TN": 942496.5333333333, + "TP": 5829.333333333333, + "n_pred": 7622.033333333334, + "n_ref": 7804.633333333333 + }, + "11": { + "Dice": 0.5600597709907652, + "FN": 275.06666666666666, + "FP": 52.53333333333333, + "IoU": 0.42558075345014246, + "TN": 951517.6333333333, + "TP": 248.63333333333333, + "n_pred": 301.1666666666667, + "n_ref": 523.7 + }, + "12": { + "Dice": 0.33860587343337056, + "FN": 176.53333333333333, + "FP": 54.2, + "IoU": 0.2568267007069277, + "TN": 951655.0333333333, + "TP": 208.1, + "n_pred": 262.3, + "n_ref": 384.6333333333333 + }, + "13": { + "Dice": 0.4842032602630346, + "FN": 2134.633333333333, + "FP": 2183.1, + "IoU": 0.36024330931173804, + "TN": 943805.1333333333, + "TP": 3971.0, + "n_pred": 6154.1, + "n_ref": 6105.633333333333 + }, + "14": { + "Dice": 0.6403829125338856, + "FN": 1702.6333333333334, + "FP": 1095.2, + "IoU": 0.5765751192368153, + "TN": 940001.0666666667, + "TP": 9294.966666666667, + "n_pred": 10390.166666666666, + "n_ref": 10997.6 + }, + "15": { + "Dice": 0.44814975676026636, + "FN": 4227.7, + "FP": 443.73333333333335, + "IoU": 0.37361637423644367, + "TN": 944078.7666666667, + "TP": 3343.6666666666665, + "n_pred": 3787.4, + "n_ref": 7571.366666666667 + }, + "2": { + "Dice": 0.6645802604136445, + "FN": 1252.7, + "FP": 992.8666666666667, + "IoU": 0.6113702858320311, + "TN": 940492.7333333333, + "TP": 9355.566666666668, + "n_pred": 10348.433333333332, + "n_ref": 10608.266666666666 + }, + "3": { + "Dice": 0.6758506127217415, + "FN": 455.93333333333334, + "FP": 2577.0, + "IoU": 0.6213946976054896, + "TN": 939633.3, + "TP": 9427.633333333333, + "n_pred": 12004.633333333333, + "n_ref": 9883.566666666668 + }, + "4": { + "Dice": 0.5873006805226969, + "FN": 1235.8333333333333, + "FP": 127.1, + "IoU": 0.48518075851990405, + "TN": 949208.1333333333, + "TP": 1522.8, + "n_pred": 1649.9, + "n_ref": 2758.633333333333 + }, + "5": { + "Dice": 0.5300610985017176, + "FN": 520.2666666666667, + "FP": 514.2666666666667, + "IoU": 0.43587076749006215, + "TN": 949758.1333333333, + "TP": 1301.2, + "n_pred": 1815.4666666666667, + "n_ref": 1821.4666666666667 + }, + "6": { + "Dice": 0.8031708545100686, + "FN": 1994.6, + "FP": 3223.6, + "IoU": 0.7368270151624042, + "TN": 907859.6333333333, + "TP": 39016.03333333333, + "n_pred": 42239.63333333333, + "n_ref": 41010.63333333333 + }, + "7": { + "Dice": 0.5179753132041155, + "FN": 3387.4, + "FP": 3902.1, + "IoU": 0.43809385860513766, + "TN": 932483.8666666667, + "TP": 12320.5, + "n_pred": 16222.6, + "n_ref": 15707.9 + }, + "8": { + "Dice": 0.8422316184991975, + "FN": 1353.3333333333333, + "FP": 535.1333333333333, + "IoU": 0.7676111950227252, + "TN": 941974.7333333333, + "TP": 8230.666666666666, + "n_pred": 8765.8, + "n_ref": 9584.0 + }, + "9": { + "Dice": 0.6565877696179122, + "FN": 734.3666666666667, + "FP": 593.0666666666667, + "IoU": 0.5779760736326921, + "TN": 945242.1, + "TP": 5524.333333333333, + "n_pred": 6117.4, + "n_ref": 6258.7 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9577392573310458, + "FN": 654, + "FP": 1489, + "IoU": 0.9189056232498297, + "TN": 674502, + "TP": 24283, + "n_pred": 25772, + "n_ref": 24937 + }, + "10": { + "Dice": 0.0, + "FN": 7, + "FP": 6, + "IoU": 0.0, + "TN": 700915, + "TP": 0, + "n_pred": 6, + "n_ref": 7 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 700923, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "15": { + "Dice": 0.8749439158350739, + "FN": 5266, + "FP": 2817, + "IoU": 0.7776891553673093, + "TN": 664569, + "TP": 28276, + "n_pred": 31093, + "n_ref": 33542 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8135259356533159, + "FN": 36, + "FP": 1100, + "IoU": 0.685666851134477, + "TN": 697314, + "TP": 2478, + "n_pred": 3578, + "n_ref": 2514 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8443014093885252, + "FN": 164, + "FP": 1239, + "IoU": 0.7305550220856539, + "TN": 1046185, + "TP": 3804, + "n_pred": 5043, + "n_ref": 3968 + }, + "10": { + "Dice": 0.8454945783417775, + "FN": 1932, + "FP": 1331, + "IoU": 0.7323435321138545, + "TN": 1039201, + "TP": 8928, + "n_pred": 10259, + "n_ref": 10860 + }, + "11": { + "Dice": 0.29890417346700865, + "FN": 2893, + "FP": 114, + "IoU": 0.1757127192982456, + "TN": 1047744, + "TP": 641, + "n_pred": 755, + "n_ref": 3534 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 680, + "IoU": 0.0, + "TN": 1050712, + "TP": 0, + "n_pred": 680, + "n_ref": 0 + }, + "13": { + "Dice": 0.5662376987130961, + "FN": 562, + "FP": 11, + "IoU": 0.39493136219640973, + "TN": 1050445, + "TP": 374, + "n_pred": 385, + "n_ref": 936 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9597652975691534, + "FN": 1016, + "FP": 328, + "IoU": 0.9226430298146656, + "TN": 1034018, + "TP": 16030, + "n_pred": 16358, + "n_ref": 17046 + }, + "3": { + "Dice": 0.9617697819151718, + "FN": 360, + "FP": 371, + "IoU": 0.9263550272012896, + "TN": 1041466, + "TP": 9195, + "n_pred": 9566, + "n_ref": 9555 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.977258535900477, + "FN": 4247, + "FP": 1908, + "IoU": 0.9555284206267205, + "TN": 912989, + "TP": 132248, + "n_pred": 134156, + "n_ref": 136495 + }, + "7": { + "Dice": 0.9717064026711968, + "FN": 532, + "FP": 434, + "IoU": 0.9449698074512931, + "TN": 1033838, + "TP": 16588, + "n_pred": 17022, + "n_ref": 17120 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9026192075218268, + "FN": 122, + "FP": 458, + "IoU": 0.8225214198286414, + "TN": 1048124, + "TP": 2688, + "n_pred": 3146, + "n_ref": 2810 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 11711, + "IoU": 0.0, + "TN": 689217, + "TP": 0, + "n_pred": 11711, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8976706244901659, + "FN": 743, + "FP": 386, + "IoU": 0.8143397467521789, + "TN": 870079, + "TP": 4952, + "n_pred": 5338, + "n_ref": 5695 + }, + "15": { + "Dice": 0.0, + "FN": 102, + "FP": 0, + "IoU": 0.0, + "TN": 876058, + "TP": 0, + "n_pred": 0, + "n_ref": 102 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 1790, + "IoU": 0.0, + "TN": 874370, + "TP": 0, + "n_pred": 1790, + "n_ref": 0 + }, + "6": { + "Dice": 0.7783634538152611, + "FN": 170, + "FP": 1596, + "IoU": 0.6371481405383193, + "TN": 871293, + "TP": 3101, + "n_pred": 4697, + "n_ref": 3271 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9097712860162632, + "FN": 7504, + "FP": 1972, + "IoU": 0.8344774581215393, + "TN": 818911, + "TP": 47773, + "n_pred": 49745, + "n_ref": 55277 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 876148, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 166, + "IoU": 0.0, + "TN": 1051226, + "TP": 0, + "n_pred": 166, + "n_ref": 0 + }, + "13": { + "Dice": 0.6703920370208679, + "FN": 3543, + "FP": 232, + "IoU": 0.5042027843446283, + "TN": 1043778, + "TP": 3839, + "n_pred": 4071, + "n_ref": 7382 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7850275633958104, + "FN": 15496, + "FP": 4002, + "IoU": 0.6461278789088731, + "TN": 996293, + "TP": 35601, + "n_pred": 39603, + "n_ref": 51097 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 16784, + "IoU": 0.0, + "TN": 1034608, + "TP": 0, + "n_pred": 16784, + "n_ref": 0 + }, + "4": { + "Dice": 0.9386862590746086, + "FN": 191, + "FP": 510, + "IoU": 0.8844568979726388, + "TN": 1045325, + "TP": 5366, + "n_pred": 5876, + "n_ref": 5557 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9502118644067796, + "FN": 462, + "FP": 290, + "IoU": 0.905146316851665, + "TN": 1043464, + "TP": 7176, + "n_pred": 7466, + "n_ref": 7638 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9084704937775994, + "FN": 205, + "FP": 251, + "IoU": 0.8322912835601324, + "TN": 1048673, + "TP": 2263, + "n_pred": 2514, + "n_ref": 2468 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.10810810810810811, + "FN": 33, + "FP": 0, + "IoU": 0.05714285714285714, + "TN": 1401821, + "TP": 2, + "n_pred": 2, + "n_ref": 35 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9177724491287396, + "FN": 18880, + "FP": 1935, + "IoU": 0.848040181928353, + "TN": 1264879, + "TP": 116162, + "n_pred": 118097, + "n_ref": 135042 + }, + "15": { + "Dice": 0.4165029469548134, + "FN": 64, + "FP": 233, + "IoU": 0.2630272952853598, + "TN": 1401453, + "TP": 106, + "n_pred": 339, + "n_ref": 170 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9843664920198928, + "FN": 3157, + "FP": 2011, + "IoU": 0.9692142729493061, + "TN": 1233986, + "TP": 162702, + "n_pred": 164713, + "n_ref": 165859 + }, + "7": { + "Dice": 0.869314302435218, + "FN": 14619, + "FP": 1459, + "IoU": 0.7688381522004802, + "TN": 1332303, + "TP": 53475, + "n_pred": 54934, + "n_ref": 68094 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3619, + "IoU": 0.0, + "TN": 1047773, + "TP": 0, + "n_pred": 3619, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.6784420289855072, + "FN": 1279, + "FP": 141, + "IoU": 0.5133653187114462, + "TN": 1048474, + "TP": 1498, + "n_pred": 1639, + "n_ref": 2777 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9560808747174883, + "FN": 1499, + "FP": 1377, + "IoU": 0.9158572264482153, + "TN": 1017212, + "TP": 31304, + "n_pred": 32681, + "n_ref": 32803 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 593, + "IoU": 0.0, + "TN": 1050799, + "TP": 0, + "n_pred": 593, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9517253439956758, + "FN": 5153, + "FP": 920, + "IoU": 0.9078969319198629, + "TN": 985455, + "TP": 59864, + "n_pred": 60784, + "n_ref": 65017 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7956089911134344, + "FN": 11, + "FP": 380, + "IoU": 0.6605902777777778, + "TN": 1050240, + "TP": 761, + "n_pred": 1141, + "n_ref": 772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 10989, + "IoU": 0.0, + "TN": 1040403, + "TP": 0, + "n_pred": 10989, + "n_ref": 0 + }, + "10": { + "Dice": 0.6739269698910955, + "FN": 469, + "FP": 40, + "IoU": 0.5082125603864734, + "TN": 1050357, + "TP": 526, + "n_pred": 566, + "n_ref": 995 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 20, + "FP": 0, + "IoU": 0.0, + "TN": 1051372, + "TP": 0, + "n_pred": 0, + "n_ref": 20 + }, + "13": { + "Dice": 0.44380733944954126, + "FN": 1664, + "FP": 276, + "IoU": 0.2851879145173176, + "TN": 1048678, + "TP": 774, + "n_pred": 1050, + "n_ref": 2438 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 1051383, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.39575683394532846, + "FN": 8541, + "FP": 345, + "IoU": 0.2466937945066124, + "TN": 1039596, + "TP": 2910, + "n_pred": 3255, + "n_ref": 11451 + }, + "5": { + "Dice": 0.7354154390100177, + "FN": 3999, + "FP": 940, + "IoU": 0.581547064305685, + "TN": 1039589, + "TP": 6864, + "n_pred": 7804, + "n_ref": 10863 + }, + "6": { + "Dice": 0.8149229342807046, + "FN": 2077, + "FP": 18084, + "IoU": 0.6876539575812973, + "TN": 986845, + "TP": 44386, + "n_pred": 62470, + "n_ref": 46463 + }, + "7": { + "Dice": 0.8100667966530215, + "FN": 43326, + "FP": 12491, + "IoU": 0.680766613096021, + "TN": 876545, + "TP": 119030, + "n_pred": 131521, + "n_ref": 162356 + }, + "8": { + "Dice": 0.9227316141356255, + "FN": 570, + "FP": 1048, + "IoU": 0.8565475662736058, + "TN": 1040113, + "TP": 9661, + "n_pred": 10709, + "n_ref": 10231 + }, + "9": { + "Dice": 0.0, + "FN": 60, + "FP": 0, + "IoU": 0.0, + "TN": 1051332, + "TP": 0, + "n_pred": 0, + "n_ref": 60 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9243228651129308, + "FN": 171, + "FP": 670, + "IoU": 0.8592939601806927, + "TN": 870183, + "TP": 5136, + "n_pred": 5806, + "n_ref": 5307 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9147754259163655, + "FN": 2451, + "FP": 1676, + "IoU": 0.8429365200182676, + "TN": 849884, + "TP": 22149, + "n_pred": 23825, + "n_ref": 24600 + }, + "15": { + "Dice": 0.8584556566878869, + "FN": 5329, + "FP": 2742, + "IoU": 0.7520125361027469, + "TN": 843614, + "TP": 24475, + "n_pred": 27217, + "n_ref": 29804 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9492496666761226, + "FN": 1532, + "FP": 7413, + "IoU": 0.9034017278617711, + "TN": 783560, + "TP": 83655, + "n_pred": 91068, + "n_ref": 85187 + }, + "4": { + "Dice": 0.7908496732026143, + "FN": 347, + "FP": 37, + "IoU": 0.654054054054054, + "TN": 875050, + "TP": 726, + "n_pred": 763, + "n_ref": 1073 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5792437650844731, + "FN": 482, + "FP": 41, + "IoU": 0.40770101925254815, + "TN": 875277, + "TP": 360, + "n_pred": 401, + "n_ref": 842 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 541, + "IoU": 0.0, + "TN": 875619, + "TP": 0, + "n_pred": 541, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 49, + "IoU": 0.0, + "TN": 876111, + "TP": 0, + "n_pred": 49, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.805351281731688, + "FN": 4070, + "FP": 5300, + "IoU": 0.6741322946372679, + "TN": 847406, + "TP": 19384, + "n_pred": 24684, + "n_ref": 23454 + }, + "11": { + "Dice": 0.7981927710843374, + "FN": 348, + "FP": 54, + "IoU": 0.6641604010025063, + "TN": 874963, + "TP": 795, + "n_pred": 849, + "n_ref": 1143 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8434738906992202, + "FN": 1354, + "FP": 8301, + "IoU": 0.7293167736690123, + "TN": 840491, + "TP": 26014, + "n_pred": 34315, + "n_ref": 27368 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8847117794486216, + "FN": 475, + "FP": 997, + "IoU": 0.7932584269662921, + "TN": 869040, + "TP": 5648, + "n_pred": 6645, + "n_ref": 6123 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6099706744868035, + "FN": 931, + "FP": 0, + "IoU": 0.4388185654008439, + "TN": 874501, + "TP": 728, + "n_pred": 728, + "n_ref": 1659 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9408217415775508, + "FN": 1761, + "FP": 1183, + "IoU": 0.8882562817885068, + "TN": 849814, + "TP": 23402, + "n_pred": 24585, + "n_ref": 25163 + }, + "7": { + "Dice": 0.6034598966524376, + "FN": 409, + "FP": 1356, + "IoU": 0.4321106821106821, + "TN": 873052, + "TP": 1343, + "n_pred": 2699, + "n_ref": 1752 + }, + "8": { + "Dice": 0.8564356435643564, + "FN": 380, + "FP": 200, + "IoU": 0.7489177489177489, + "TN": 873850, + "TP": 1730, + "n_pred": 1930, + "n_ref": 2110 + }, + "9": { + "Dice": 0.9178868490071188, + "FN": 2398, + "FP": 3081, + "IoU": 0.8482355548169076, + "TN": 840058, + "TP": 30623, + "n_pred": 33704, + "n_ref": 33021 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9142169834014915, + "FN": 274, + "FP": 1509, + "IoU": 0.8419886565047855, + "TN": 1215340, + "TP": 9501, + "n_pred": 11010, + "n_ref": 9775 + }, + "10": { + "Dice": 0.8442211055276382, + "FN": 270, + "FP": 815, + "IoU": 0.7304347826086957, + "TN": 1222599, + "TP": 2940, + "n_pred": 3755, + "n_ref": 3210 + }, + "11": { + "Dice": 0.6609195402298851, + "FN": 765, + "FP": 297, + "IoU": 0.49356223175965663, + "TN": 1224527, + "TP": 1035, + "n_pred": 1332, + "n_ref": 1800 + }, + "12": { + "Dice": 0.6893477240732051, + "FN": 1176, + "FP": 148, + "IoU": 0.5259577515216612, + "TN": 1223831, + "TP": 1469, + "n_pred": 1617, + "n_ref": 2645 + }, + "13": { + "Dice": 0.232, + "FN": 45, + "FP": 147, + "IoU": 0.13122171945701358, + "TN": 1226403, + "TP": 29, + "n_pred": 176, + "n_ref": 74 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9591966442099911, + "FN": 739, + "FP": 224, + "IoU": 0.9215925744992672, + "TN": 1214342, + "TP": 11319, + "n_pred": 11543, + "n_ref": 12058 + }, + "3": { + "Dice": 0.951229183187946, + "FN": 97, + "FP": 395, + "IoU": 0.9069943289224953, + "TN": 1221334, + "TP": 4798, + "n_pred": 5193, + "n_ref": 4895 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8635829086632693, + "FN": 258, + "FP": 438, + "IoU": 0.7599172128320111, + "TN": 1223725, + "TP": 2203, + "n_pred": 2641, + "n_ref": 2461 + }, + "6": { + "Dice": 0.9688876956363809, + "FN": 2292, + "FP": 1648, + "IoU": 0.9396529277519949, + "TN": 1161335, + "TP": 61349, + "n_pred": 62997, + "n_ref": 63641 + }, + "7": { + "Dice": 0.9246821658309274, + "FN": 2374, + "FP": 5061, + "IoU": 0.8599152143193594, + "TN": 1173549, + "TP": 45640, + "n_pred": 50701, + "n_ref": 48014 + }, + "8": { + "Dice": 0.9530111465595337, + "FN": 269, + "FP": 924, + "IoU": 0.9102400120382214, + "TN": 1213333, + "TP": 12098, + "n_pred": 13022, + "n_ref": 12367 + }, + "9": { + "Dice": 0.9036927984296406, + "FN": 343, + "FP": 442, + "IoU": 0.8243061772605192, + "TN": 1222156, + "TP": 3683, + "n_pred": 4125, + "n_ref": 4026 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9548943754683734, + "FN": 1529, + "FP": 698, + "IoU": 0.9136821705426357, + "TN": 675128, + "TP": 23573, + "n_pred": 24271, + "n_ref": 25102 + }, + "10": { + "Dice": 0.7886388786425673, + "FN": 1780, + "FP": 8534, + "IoU": 0.6510353227771011, + "TN": 671372, + "TP": 19242, + "n_pred": 27776, + "n_ref": 21022 + }, + "11": { + "Dice": 0.5415415415415415, + "FN": 755, + "FP": 161, + "IoU": 0.3713109128345916, + "TN": 699471, + "TP": 541, + "n_pred": 702, + "n_ref": 1296 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6490245315819972, + "FN": 2002, + "FP": 1632, + "IoU": 0.4804117815270232, + "TN": 693934, + "TP": 3360, + "n_pred": 4992, + "n_ref": 5362 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8760502520604945, + "FN": 25, + "FP": 1524, + "IoU": 0.7794389861882386, + "TN": 693905, + "TP": 5474, + "n_pred": 6998, + "n_ref": 5499 + }, + "3": { + "Dice": 0.970873786407767, + "FN": 1366, + "FP": 1967, + "IoU": 0.9433962264150944, + "TN": 642045, + "TP": 55550, + "n_pred": 57517, + "n_ref": 56916 + }, + "4": { + "Dice": 0.9094229364499635, + "FN": 128, + "FP": 120, + "IoU": 0.8338914936369726, + "TN": 699435, + "TP": 1245, + "n_pred": 1365, + "n_ref": 1373 + }, + "5": { + "Dice": 0.4831732646209104, + "FN": 3261, + "FP": 3358, + "IoU": 0.3185421599917636, + "TN": 691215, + "TP": 3094, + "n_pred": 6452, + "n_ref": 6355 + }, + "6": { + "Dice": 0.43601895734597157, + "FN": 2051, + "FP": 2709, + "IoU": 0.2787878787878788, + "TN": 694328, + "TP": 1840, + "n_pred": 4549, + "n_ref": 3891 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 32, + "IoU": 0.0, + "TN": 700896, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + }, + "8": { + "Dice": 0.9642998561990705, + "FN": 635, + "FP": 1078, + "IoU": 0.9310608499678042, + "TN": 676080, + "TP": 23135, + "n_pred": 24213, + "n_ref": 23770 + }, + "9": { + "Dice": 0.8576436358537526, + "FN": 1192, + "FP": 2869, + "IoU": 0.7507671535534552, + "TN": 684634, + "TP": 12233, + "n_pred": 15102, + "n_ref": 13425 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9824195974755432, + "FN": 1396, + "FP": 579, + "IoU": 0.9654466566359915, + "TN": 819002, + "TP": 55183, + "n_pred": 55762, + "n_ref": 56579 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 31, + "IoU": 0.0, + "TN": 876129, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.7958930384745572, + "FN": 700, + "FP": 1109, + "IoU": 0.6609820089955023, + "TN": 870824, + "TP": 3527, + "n_pred": 4636, + "n_ref": 4227 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6277007973057962, + "FN": 8541, + "FP": 9810, + "IoU": 0.4574081192158718, + "TN": 842339, + "TP": 15470, + "n_pred": 25280, + "n_ref": 24011 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 75, + "FP": 0, + "IoU": 0.0, + "TN": 876085, + "TP": 0, + "n_pred": 0, + "n_ref": 75 + }, + "13": { + "Dice": 0.5319879475860136, + "FN": 13577, + "FP": 6460, + "IoU": 0.3623866348448687, + "TN": 844735, + "TP": 11388, + "n_pred": 17848, + "n_ref": 24965 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9079425529347083, + "FN": 11264, + "FP": 2466, + "IoU": 0.8314054863822785, + "TN": 794722, + "TP": 67708, + "n_pred": 70174, + "n_ref": 78972 + }, + "3": { + "Dice": 0.9167162909400255, + "FN": 441, + "FP": 538, + "IoU": 0.8462384168368148, + "TN": 869793, + "TP": 5388, + "n_pred": 5926, + "n_ref": 5829 + }, + "4": { + "Dice": 0.008733624454148471, + "FN": 204, + "FP": 23, + "IoU": 0.0043859649122807015, + "TN": 875932, + "TP": 1, + "n_pred": 24, + "n_ref": 205 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9589245550398482, + "FN": 8576, + "FP": 7221, + "IoU": 0.9210903587074344, + "TN": 675969, + "TP": 184394, + "n_pred": 191615, + "n_ref": 192970 + }, + "7": { + "Dice": 0.3747945644766906, + "FN": 3171, + "FP": 12426, + "IoU": 0.2306136543014996, + "TN": 855888, + "TP": 4675, + "n_pred": 17101, + "n_ref": 7846 + }, + "8": { + "Dice": 0.8593095642331635, + "FN": 270, + "FP": 2216, + "IoU": 0.7533240722365548, + "TN": 866082, + "TP": 7592, + "n_pred": 9808, + "n_ref": 7862 + }, + "9": { + "Dice": 0.8433532094002104, + "FN": 1684, + "FP": 549, + "IoU": 0.7291363415817564, + "TN": 867916, + "TP": 6011, + "n_pred": 6560, + "n_ref": 7695 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 115, + "IoU": 0.0, + "TN": 876045, + "TP": 0, + "n_pred": 115, + "n_ref": 0 + }, + "10": { + "Dice": 0.9016343269878191, + "FN": 3875, + "FP": 946, + "IoU": 0.8208872046366473, + "TN": 849244, + "TP": 22095, + "n_pred": 23041, + "n_ref": 25970 + }, + "11": { + "Dice": 0.022727272727272728, + "FN": 1097, + "FP": 21, + "IoU": 0.011494252873563218, + "TN": 875029, + "TP": 13, + "n_pred": 34, + "n_ref": 1110 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 155, + "IoU": 0.0, + "TN": 876005, + "TP": 0, + "n_pred": 155, + "n_ref": 0 + }, + "13": { + "Dice": 0.8447070408665682, + "FN": 1727, + "FP": 6158, + "IoU": 0.731162632117286, + "TN": 846830, + "TP": 21445, + "n_pred": 27603, + "n_ref": 23172 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8248925434498224, + "FN": 802, + "FP": 135, + "IoU": 0.7019720101781171, + "TN": 873016, + "TP": 2207, + "n_pred": 2342, + "n_ref": 3009 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8725146198830409, + "FN": 109, + "FP": 0, + "IoU": 0.7738589211618258, + "TN": 875678, + "TP": 373, + "n_pred": 373, + "n_ref": 482 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9857948223425562, + "FN": 1274, + "FP": 1024, + "IoU": 0.9719875662826842, + "TN": 794125, + "TP": 79737, + "n_pred": 80761, + "n_ref": 81011 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8239958268127282, + "FN": 330, + "FP": 1357, + "IoU": 0.7006742370475515, + "TN": 870524, + "TP": 3949, + "n_pred": 5306, + "n_ref": 4279 + }, + "9": { + "Dice": 0.932406891206505, + "FN": 1458, + "FP": 3513, + "IoU": 0.8733729016481138, + "TN": 836903, + "TP": 34286, + "n_pred": 37799, + "n_ref": 35744 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.3885785226567349, + "FN": 687, + "FP": 298, + "IoU": 0.24114021571648692, + "TN": 874862, + "TP": 313, + "n_pred": 611, + "n_ref": 1000 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8321932269234017, + "FN": 261, + "FP": 1726, + "IoU": 0.7126120914087359, + "TN": 869246, + "TP": 4927, + "n_pred": 6653, + "n_ref": 5188 + }, + "6": { + "Dice": 0.9010844473076717, + "FN": 7848, + "FP": 6892, + "IoU": 0.8199760619458218, + "TN": 794282, + "TP": 67138, + "n_pred": 74030, + "n_ref": 74986 + }, + "7": { + "Dice": 0.7556487109620624, + "FN": 5016, + "FP": 813, + "IoU": 0.6072631720792346, + "TN": 861318, + "TP": 9013, + "n_pred": 9826, + "n_ref": 14029 + }, + "8": { + "Dice": 0.7891156462585034, + "FN": 52, + "FP": 10, + "IoU": 0.651685393258427, + "TN": 875982, + "TP": 116, + "n_pred": 126, + "n_ref": 168 + }, + "9": { + "Dice": 0.5214408233276158, + "FN": 505, + "FP": 53, + "IoU": 0.35266821345707655, + "TN": 875298, + "TP": 304, + "n_pred": 357, + "n_ref": 809 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8768280792980175, + "FN": 98, + "FP": 281, + "IoU": 0.7806712962962963, + "TN": 874432, + "TP": 1349, + "n_pred": 1630, + "n_ref": 1447 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8731980057750333, + "FN": 5240, + "FP": 6485, + "IoU": 0.7749347358722358, + "TN": 824064, + "TP": 40371, + "n_pred": 46856, + "n_ref": 45611 + }, + "15": { + "Dice": 0.5643898086646179, + "FN": 8387, + "FP": 401, + "IoU": 0.39313583316069334, + "TN": 861679, + "TP": 5693, + "n_pred": 6094, + "n_ref": 14080 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.840567066521265, + "FN": 1229, + "FP": 964, + "IoU": 0.7249811888638074, + "TN": 868186, + "TP": 5781, + "n_pred": 6745, + "n_ref": 7010 + }, + "6": { + "Dice": 0.9230969646966868, + "FN": 328, + "FP": 1443, + "IoU": 0.8571774193548387, + "TN": 863760, + "TP": 10629, + "n_pred": 12072, + "n_ref": 10957 + }, + "7": { + "Dice": 0.935363832515088, + "FN": 535, + "FP": 1532, + "IoU": 0.8785760441755273, + "TN": 859137, + "TP": 14956, + "n_pred": 16488, + "n_ref": 15491 + }, + "8": { + "Dice": 0.9728066192422179, + "FN": 562, + "FP": 516, + "IoU": 0.9470530451866405, + "TN": 855800, + "TP": 19282, + "n_pred": 19798, + "n_ref": 19844 + }, + "9": { + "Dice": 0.0, + "FN": 831, + "FP": 0, + "IoU": 0.0, + "TN": 875329, + "TP": 0, + "n_pred": 0, + "n_ref": 831 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7803247203599311, + "FN": 4252, + "FP": 8101, + "IoU": 0.6397807132650978, + "TN": 1017099, + "TP": 21940, + "n_pred": 30041, + "n_ref": 26192 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 456, + "IoU": 0.0, + "TN": 700472, + "TP": 0, + "n_pred": 456, + "n_ref": 0 + }, + "10": { + "Dice": 0.748623572593801, + "FN": 7228, + "FP": 2634, + "IoU": 0.598240110807838, + "TN": 676381, + "TP": 14685, + "n_pred": 17319, + "n_ref": 21913 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.735678391959799, + "FN": 112, + "FP": 151, + "IoU": 0.5818759936406995, + "TN": 700299, + "TP": 366, + "n_pred": 517, + "n_ref": 478 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 700902, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7460812661695327, + "FN": 1015, + "FP": 5659, + "IoU": 0.5949996965835306, + "TN": 684449, + "TP": 9805, + "n_pred": 15464, + "n_ref": 10820 + }, + "6": { + "Dice": 0.9126764332062345, + "FN": 3201, + "FP": 3326, + "IoU": 0.8393788758736096, + "TN": 660292, + "TP": 34109, + "n_pred": 37435, + "n_ref": 37310 + }, + "7": { + "Dice": 0.48561350736781794, + "FN": 20411, + "FP": 8318, + "IoU": 0.32066682430834714, + "TN": 658638, + "TP": 13561, + "n_pred": 21879, + "n_ref": 33972 + }, + "8": { + "Dice": 0.9726911470315814, + "FN": 784, + "FP": 1044, + "IoU": 0.9468341913154756, + "TN": 666545, + "TP": 32555, + "n_pred": 33599, + "n_ref": 33339 + }, + "9": { + "Dice": 0.8538706256627784, + "FN": 1948, + "FP": 1497, + "IoU": 0.7450037009622502, + "TN": 687418, + "TP": 10065, + "n_pred": 11562, + "n_ref": 12013 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9726864483856298, + "FN": 1112, + "FP": 810, + "IoU": 0.9468252870383179, + "TN": 840015, + "TP": 34223, + "n_pred": 35033, + "n_ref": 35335 + }, + "10": { + "Dice": 0.7886050667507621, + "FN": 877, + "FP": 1134, + "IoU": 0.6509892398472753, + "TN": 870398, + "TP": 3751, + "n_pred": 4885, + "n_ref": 4628 + }, + "11": { + "Dice": 0.7204968944099379, + "FN": 210, + "FP": 15, + "IoU": 0.5631067961165048, + "TN": 875645, + "TP": 290, + "n_pred": 305, + "n_ref": 500 + }, + "12": { + "Dice": 0.6041666666666666, + "FN": 252, + "FP": 14, + "IoU": 0.43283582089552236, + "TN": 875691, + "TP": 203, + "n_pred": 217, + "n_ref": 455 + }, + "13": { + "Dice": 0.7066835103233192, + "FN": 1862, + "FP": 12998, + "IoU": 0.5464118921888831, + "TN": 843399, + "TP": 17901, + "n_pred": 30899, + "n_ref": 19763 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.886083650190114, + "FN": 408, + "FP": 341, + "IoU": 0.7954669579464774, + "TN": 872498, + "TP": 2913, + "n_pred": 3254, + "n_ref": 3321 + }, + "3": { + "Dice": 0.6153846153846154, + "FN": 0, + "FP": 25, + "IoU": 0.4444444444444444, + "TN": 876115, + "TP": 20, + "n_pred": 45, + "n_ref": 20 + }, + "4": { + "Dice": 0.8156629801867991, + "FN": 13161, + "FP": 990, + "IoU": 0.6887085065663565, + "TN": 830701, + "TP": 31308, + "n_pred": 32298, + "n_ref": 44469 + }, + "5": { + "Dice": 0.799597813108779, + "FN": 2636, + "FP": 553, + "IoU": 0.6661082609150875, + "TN": 866609, + "TP": 6362, + "n_pred": 6915, + "n_ref": 8998 + }, + "6": { + "Dice": 0.9444804063137977, + "FN": 2435, + "FP": 9830, + "IoU": 0.894801396358147, + "TN": 759571, + "TP": 104324, + "n_pred": 114154, + "n_ref": 106759 + }, + "7": { + "Dice": 0.46781268524007114, + "FN": 429, + "FP": 4060, + "IoU": 0.305323429278861, + "TN": 869698, + "TP": 1973, + "n_pred": 6033, + "n_ref": 2402 + }, + "8": { + "Dice": 0.9567138911164573, + "FN": 1770, + "FP": 659, + "IoU": 0.9170196775075157, + "TN": 846888, + "TP": 26843, + "n_pred": 27502, + "n_ref": 28613 + }, + "9": { + "Dice": 0.8119961861835833, + "FN": 5558, + "FP": 949, + "IoU": 0.683496279001897, + "TN": 855601, + "TP": 14052, + "n_pred": 15001, + "n_ref": 19610 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 488, + "IoU": 0.0, + "TN": 1050904, + "TP": 0, + "n_pred": 488, + "n_ref": 0 + }, + "10": { + "Dice": 0.2642678832745115, + "FN": 2144, + "FP": 6403, + "IoU": 0.15225153739337433, + "TN": 1041310, + "TP": 1535, + "n_pred": 7938, + "n_ref": 3679 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5545280225248186, + "FN": 6118, + "FP": 12235, + "IoU": 0.38363111230521224, + "TN": 1021616, + "TP": 11423, + "n_pred": 23658, + "n_ref": 17541 + }, + "14": { + "Dice": 0.2594750782566819, + "FN": 14630, + "FP": 747, + "IoU": 0.14907863427591167, + "TN": 1033321, + "TP": 2694, + "n_pred": 3441, + "n_ref": 17324 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2896, + "IoU": 0.0, + "TN": 1048496, + "TP": 0, + "n_pred": 2896, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7452193475815523, + "FN": 37, + "FP": 1775, + "IoU": 0.5939040788883908, + "TN": 1046930, + "TP": 2650, + "n_pred": 4425, + "n_ref": 2687 + }, + "5": { + "Dice": 0.0, + "FN": 12, + "FP": 0, + "IoU": 0.0, + "TN": 1051380, + "TP": 0, + "n_pred": 0, + "n_ref": 12 + }, + "6": { + "Dice": 0.003169572107765452, + "FN": 514, + "FP": 744, + "IoU": 0.0015873015873015873, + "TN": 1050132, + "TP": 2, + "n_pred": 746, + "n_ref": 516 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2260, + "IoU": 0.0, + "TN": 1049132, + "TP": 0, + "n_pred": 2260, + "n_ref": 0 + }, + "8": { + "Dice": 0.913706288849533, + "FN": 210, + "FP": 2275, + "IoU": 0.8411226903650662, + "TN": 1035751, + "TP": 13156, + "n_pred": 15431, + "n_ref": 13366 + }, + "9": { + "Dice": 0.7305667213950066, + "FN": 1926, + "FP": 2833, + "IoU": 0.5755061992685755, + "TN": 1040181, + "TP": 6452, + "n_pred": 9285, + "n_ref": 8378 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 82, + "FP": 0, + "IoU": 0.0, + "TN": 1051310, + "TP": 0, + "n_pred": 0, + "n_ref": 82 + }, + "10": { + "Dice": 0.8457502623294858, + "FN": 1035, + "FP": 288, + "IoU": 0.7327272727272728, + "TN": 1046442, + "TP": 3627, + "n_pred": 3915, + "n_ref": 4662 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 1051380, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9626769974218107, + "FN": 4664, + "FP": 866, + "IoU": 0.928039766812409, + "TN": 974544, + "TP": 71318, + "n_pred": 72184, + "n_ref": 75982 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1113, + "IoU": 0.0, + "TN": 1050279, + "TP": 0, + "n_pred": 1113, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8344488600711149, + "FN": 3581, + "FP": 2751, + "IoU": 0.715926424405563, + "TN": 1029102, + "TP": 15958, + "n_pred": 18709, + "n_ref": 19539 + }, + "7": { + "Dice": 0.8357683644099612, + "FN": 3715, + "FP": 17283, + "IoU": 0.7178712026549505, + "TN": 976965, + "TP": 53429, + "n_pred": 70712, + "n_ref": 57144 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 1051386, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 6245, + "IoU": 0.0, + "TN": 694683, + "TP": 0, + "n_pred": 6245, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9209437086092715, + "FN": 34, + "FP": 348, + "IoU": 0.8534714230916762, + "TN": 698321, + "TP": 2225, + "n_pred": 2573, + "n_ref": 2259 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 75, + "IoU": 0.0, + "TN": 700853, + "TP": 0, + "n_pred": 75, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 4365, + "IoU": 0.0, + "TN": 696563, + "TP": 0, + "n_pred": 4365, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.6949597648532743, + "FN": 23409, + "FP": 1913, + "IoU": 0.5325197998781546, + "TN": 646761, + "TP": 28845, + "n_pred": 30758, + "n_ref": 52254 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6739720713731575, + "FN": 12433, + "FP": 1015, + "IoU": 0.5082638584174346, + "TN": 848812, + "TP": 13900, + "n_pred": 14915, + "n_ref": 26333 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7113332432797514, + "FN": 1756, + "FP": 381, + "IoU": 0.5519916142557652, + "TN": 871390, + "TP": 2633, + "n_pred": 3014, + "n_ref": 4389 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.933293593875156, + "FN": 890, + "FP": 2691, + "IoU": 0.8749301480860575, + "TN": 847528, + "TP": 25051, + "n_pred": 27742, + "n_ref": 25941 + }, + "7": { + "Dice": 0.8815829996920234, + "FN": 1292, + "FP": 6398, + "IoU": 0.788241773371885, + "TN": 839845, + "TP": 28625, + "n_pred": 35023, + "n_ref": 29917 + }, + "8": { + "Dice": 0.8721399730820996, + "FN": 184, + "FP": 6, + "IoU": 0.7732696897374701, + "TN": 875322, + "TP": 648, + "n_pred": 654, + "n_ref": 832 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9658883470016075, + "FN": 1164, + "FP": 1340, + "IoU": 0.9340271373995521, + "TN": 838205, + "TP": 35451, + "n_pred": 36791, + "n_ref": 36615 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2164, + "IoU": 0.0, + "TN": 873996, + "TP": 0, + "n_pred": 2164, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 542, + "IoU": 0.0, + "TN": 875618, + "TP": 0, + "n_pred": 542, + "n_ref": 0 + }, + "14": { + "Dice": 0.8370597691071168, + "FN": 1057, + "FP": 58, + "IoU": 0.7197788389042473, + "TN": 872181, + "TP": 2864, + "n_pred": 2922, + "n_ref": 3921 + }, + "15": { + "Dice": 0.03256182686544076, + "FN": 100066, + "FP": 0, + "IoU": 0.01655036855036855, + "TN": 774410, + "TP": 1684, + "n_pred": 1684, + "n_ref": 101750 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2999, + "IoU": 0.0, + "TN": 873161, + "TP": 0, + "n_pred": 2999, + "n_ref": 0 + }, + "3": { + "Dice": 0.5801851743627848, + "FN": 4121, + "FP": 46164, + "IoU": 0.4086343964625082, + "TN": 791128, + "TP": 34747, + "n_pred": 80911, + "n_ref": 38868 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7294249649368864, + "FN": 8585, + "FP": 1061, + "IoU": 0.574090427410809, + "TN": 853512, + "TP": 13002, + "n_pred": 14063, + "n_ref": 21587 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6425992779783394, + "FN": 168, + "FP": 30, + "IoU": 0.4734042553191489, + "TN": 875784, + "TP": 178, + "n_pred": 208, + "n_ref": 346 + }, + "13": { + "Dice": 0.0, + "FN": 135, + "FP": 5222, + "IoU": 0.0, + "TN": 870803, + "TP": 0, + "n_pred": 5222, + "n_ref": 135 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8568360773085183, + "FN": 136, + "FP": 264, + "IoU": 0.7495303694427051, + "TN": 874563, + "TP": 1197, + "n_pred": 1461, + "n_ref": 1333 + }, + "8": { + "Dice": 0.9392111368909513, + "FN": 149, + "FP": 244, + "IoU": 0.8853893263342082, + "TN": 872731, + "TP": 3036, + "n_pred": 3280, + "n_ref": 3185 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.005498281786941581, + "FN": 349, + "FP": 2545, + "IoU": 0.0027567195037904893, + "TN": 873258, + "TP": 8, + "n_pred": 2553, + "n_ref": 357 + }, + "11": { + "Dice": 0.7592539454806313, + "FN": 905, + "FP": 773, + "IoU": 0.6119333950046254, + "TN": 871836, + "TP": 2646, + "n_pred": 3419, + "n_ref": 3551 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.45038336232026066, + "FN": 13710, + "FP": 8727, + "IoU": 0.2906417957635157, + "TN": 844530, + "TP": 9193, + "n_pred": 17920, + "n_ref": 22903 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9662757508066517, + "FN": 1193, + "FP": 981, + "IoU": 0.9347519433356343, + "TN": 842841, + "TP": 31145, + "n_pred": 32126, + "n_ref": 32338 + }, + "3": { + "Dice": 0.9464905037159372, + "FN": 427, + "FP": 221, + "IoU": 0.8984166797303652, + "TN": 869781, + "TP": 5731, + "n_pred": 5952, + "n_ref": 6158 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9467739232445115, + "FN": 815, + "FP": 2361, + "IoU": 0.8989275371543137, + "TN": 844737, + "TP": 28247, + "n_pred": 30608, + "n_ref": 29062 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 59, + "IoU": 0.0, + "TN": 876101, + "TP": 0, + "n_pred": 59, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9533936762577575, + "FN": 3197, + "FP": 603, + "IoU": 0.9109381957953453, + "TN": 833493, + "TP": 38867, + "n_pred": 39470, + "n_ref": 42064 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 63, + "IoU": 0.0, + "TN": 1226561, + "TP": 0, + "n_pred": 63, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9621252965279276, + "FN": 2016, + "FP": 794, + "IoU": 0.9270148827303187, + "TN": 1188123, + "TP": 35691, + "n_pred": 36485, + "n_ref": 37707 + }, + "15": { + "Dice": 0.8961916359450848, + "FN": 3616, + "FP": 2607, + "IoU": 0.8119087199637298, + "TN": 1193539, + "TP": 26862, + "n_pred": 29469, + "n_ref": 30478 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.32142857142857145, + "FN": 38, + "FP": 0, + "IoU": 0.19148936170212766, + "TN": 1226577, + "TP": 9, + "n_pred": 9, + "n_ref": 47 + }, + "5": { + "Dice": 0.0, + "FN": 2937, + "FP": 0, + "IoU": 0.0, + "TN": 1223687, + "TP": 0, + "n_pred": 0, + "n_ref": 2937 + }, + "6": { + "Dice": 0.9637485610764092, + "FN": 2059, + "FP": 3704, + "IoU": 0.9300335081585082, + "TN": 1144256, + "TP": 76605, + "n_pred": 80309, + "n_ref": 78664 + }, + "7": { + "Dice": 0.011729345355912323, + "FN": 498, + "FP": 12983, + "IoU": 0.005899269965341789, + "TN": 1213063, + "TP": 80, + "n_pred": 13063, + "n_ref": 578 + }, + "8": { + "Dice": 0.8034145116746171, + "FN": 2902, + "FP": 230, + "IoU": 0.6714225765841376, + "TN": 1217092, + "TP": 6400, + "n_pred": 6630, + "n_ref": 9302 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 8, + "FP": 15076, + "IoU": 0.0, + "TN": 1211540, + "TP": 0, + "n_pred": 15076, + "n_ref": 8 + }, + "10": { + "Dice": 0.8686786617568045, + "FN": 2055, + "FP": 7966, + "IoU": 0.7678443183134483, + "TN": 1183459, + "TP": 33144, + "n_pred": 41110, + "n_ref": 35199 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6724844916412575, + "FN": 2896, + "FP": 219, + "IoU": 0.5065737367337241, + "TN": 1220311, + "TP": 3198, + "n_pred": 3417, + "n_ref": 6094 + }, + "13": { + "Dice": 0.5426935398430996, + "FN": 15984, + "FP": 2145, + "IoU": 0.3723949318008724, + "TN": 1197738, + "TP": 10757, + "n_pred": 12902, + "n_ref": 26741 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 1226616, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 525, + "IoU": 0.0, + "TN": 1226099, + "TP": 0, + "n_pred": 525, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 13462, + "IoU": 0.0, + "TN": 1213162, + "TP": 0, + "n_pred": 13462, + "n_ref": 0 + }, + "3": { + "Dice": 0.9276606650861793, + "FN": 2189, + "FP": 69, + "IoU": 0.8650812619502868, + "TN": 1209888, + "TP": 14478, + "n_pred": 14547, + "n_ref": 16667 + }, + "4": { + "Dice": 0.052061965056235414, + "FN": 13388, + "FP": 13, + "IoU": 0.026726704916842182, + "TN": 1212855, + "TP": 368, + "n_pred": 381, + "n_ref": 13756 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7836167303866589, + "FN": 6465, + "FP": 19966, + "IoU": 0.644218602772917, + "TN": 1152334, + "TP": 47859, + "n_pred": 67825, + "n_ref": 54324 + }, + "7": { + "Dice": 0.0016582647917219421, + "FN": 4423, + "FP": 25679, + "IoU": 0.0008298204268596276, + "TN": 1196497, + "TP": 25, + "n_pred": 25704, + "n_ref": 4448 + }, + "8": { + "Dice": 0.9558552164655785, + "FN": 620, + "FP": 313, + "IoU": 0.9154431756389342, + "TN": 1215590, + "TP": 10101, + "n_pred": 10414, + "n_ref": 10721 + }, + "9": { + "Dice": 0.8856297439855911, + "FN": 587, + "FP": 302, + "IoU": 0.7947356268760102, + "TN": 1222293, + "TP": 3442, + "n_pred": 3744, + "n_ref": 4029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9521276595744681, + "FN": 22, + "FP": 14, + "IoU": 0.9086294416243654, + "TN": 1226230, + "TP": 358, + "n_pred": 372, + "n_ref": 380 + }, + "10": { + "Dice": 0.5170460855080511, + "FN": 2889, + "FP": 1460, + "IoU": 0.3486595776546353, + "TN": 1219947, + "TP": 2328, + "n_pred": 3788, + "n_ref": 5217 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7189939288811795, + "FN": 597, + "FP": 51, + "IoU": 0.5612728503723764, + "TN": 1225147, + "TP": 829, + "n_pred": 880, + "n_ref": 1426 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9616327847692804, + "FN": 1776, + "FP": 602, + "IoU": 0.926100873240312, + "TN": 1194445, + "TP": 29801, + "n_pred": 30403, + "n_ref": 31577 + }, + "15": { + "Dice": 0.8384517766497462, + "FN": 4001, + "FP": 1091, + "IoU": 0.7218398339342292, + "TN": 1208318, + "TP": 13214, + "n_pred": 14305, + "n_ref": 17215 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9664982977060892, + "FN": 3145, + "FP": 1657, + "IoU": 0.9351685590462947, + "TN": 1152555, + "TP": 69267, + "n_pred": 70924, + "n_ref": 72412 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1405, + "IoU": 0.0, + "TN": 1225219, + "TP": 0, + "n_pred": 1405, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0391.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.6150647741537335, + "FN": 2159.5422222222223, + "FP": 1464.4844444444445, + "IoU": 0.5340990877447308, + "TN": 961960.2777777778, + "TP": 9873.828888888887, + "n_pred": 11338.313333333335, + "n_ref": 12033.371111111112 + }, + "mean": { + "1": { + "Dice": 0.8054142389723792, + "FN": 778.4333333333333, + "FP": 835.7666666666667, + "IoU": 0.7451341660381777, + "TN": 959482.4666666667, + "TP": 14361.466666666667, + "n_pred": 15197.233333333334, + "n_ref": 15139.9 + }, + "10": { + "Dice": 0.585337790245501, + "FN": 3338.7, + "FP": 1928.9333333333334, + "IoU": 0.4724008073239629, + "TN": 963498.1, + "TP": 6692.4, + "n_pred": 8621.333333333334, + "n_ref": 10031.1 + }, + "11": { + "Dice": 0.4032348808180588, + "FN": 145.66666666666666, + "FP": 201.9, + "IoU": 0.3064848579838448, + "TN": 974803.4333333333, + "TP": 307.1333333333333, + "n_pred": 509.03333333333336, + "n_ref": 452.8 + }, + "12": { + "Dice": 0.3595233494205155, + "FN": 615.7333333333333, + "FP": 170.53333333333333, + "IoU": 0.2647024446299375, + "TN": 974273.2, + "TP": 398.6666666666667, + "n_pred": 569.2, + "n_ref": 1014.4 + }, + "13": { + "Dice": 0.4613922828815123, + "FN": 2279.4, + "FP": 1410.9666666666667, + "IoU": 0.3571239355679861, + "TN": 969088.3666666667, + "TP": 2679.4, + "n_pred": 4090.366666666667, + "n_ref": 4958.8 + }, + "14": { + "Dice": 0.7326048036393326, + "FN": 2490.1, + "FP": 2065.366666666667, + "IoU": 0.6533621738144703, + "TN": 962726.7, + "TP": 8175.966666666666, + "n_pred": 10241.333333333334, + "n_ref": 10666.066666666668 + }, + "15": { + "Dice": 0.4673508983932055, + "FN": 2054.2, + "FP": 4102.766666666666, + "IoU": 0.35973949004923, + "TN": 963360.0333333333, + "TP": 5941.133333333333, + "n_pred": 10043.9, + "n_ref": 7995.333333333333 + }, + "2": { + "Dice": 0.5904364369403738, + "FN": 911.9666666666667, + "FP": 872.1333333333333, + "IoU": 0.5676977582420304, + "TN": 965253.7, + "TP": 8420.333333333334, + "n_pred": 9292.466666666667, + "n_ref": 9332.3 + }, + "3": { + "Dice": 0.7591514389458429, + "FN": 1096.8333333333333, + "FP": 1270.6666666666667, + "IoU": 0.7115709004780331, + "TN": 959926.5666666667, + "TP": 13164.066666666668, + "n_pred": 14434.733333333334, + "n_ref": 14260.9 + }, + "4": { + "Dice": 0.40808678705959184, + "FN": 3043.8, + "FP": 838.9666666666667, + "IoU": 0.3262881753444877, + "TN": 968961.4333333333, + "TP": 2613.9333333333334, + "n_pred": 3452.9, + "n_ref": 5657.733333333334 + }, + "5": { + "Dice": 0.5585455527538631, + "FN": 462.6333333333333, + "FP": 395.23333333333335, + "IoU": 0.4449303699167359, + "TN": 973665.6, + "TP": 934.6666666666666, + "n_pred": 1329.9, + "n_ref": 1397.3 + }, + "6": { + "Dice": 0.7988130528003268, + "FN": 6377.866666666667, + "FP": 4455.8, + "IoU": 0.7450741539337021, + "TN": 911674.4333333333, + "TP": 52950.03333333333, + "n_pred": 57405.833333333336, + "n_ref": 59327.9 + }, + "7": { + "Dice": 0.7223684526385646, + "FN": 7852.666666666667, + "FP": 2327.8, + "IoU": 0.6269793716208475, + "TN": 942875.8, + "TP": 22401.866666666665, + "n_pred": 24729.666666666668, + "n_ref": 30254.533333333333 + }, + "8": { + "Dice": 0.867529721548145, + "FN": 313.8666666666667, + "FP": 284.23333333333335, + "IoU": 0.8049060830808997, + "TN": 969463.9666666667, + "TP": 5396.066666666667, + "n_pred": 5680.3, + "n_ref": 5709.933333333333 + }, + "9": { + "Dice": 0.7061819252487893, + "FN": 631.2666666666667, + "FP": 806.2, + "IoU": 0.6250916281466175, + "TN": 970350.3666666667, + "TP": 3670.3, + "n_pred": 4476.5, + "n_ref": 4301.566666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.7692307692307693, + "FN": 3, + "FP": 0, + "IoU": 0.625, + "TN": 700920, + "TP": 5, + "n_pred": 5, + "n_ref": 8 + }, + "10": { + "Dice": 0.1830065359477124, + "FN": 250, + "FP": 0, + "IoU": 0.10071942446043165, + "TN": 700650, + "TP": 28, + "n_pred": 28, + "n_ref": 278 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 700926, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "13": { + "Dice": 0.8384615384615385, + "FN": 152, + "FP": 16, + "IoU": 0.7218543046357616, + "TN": 700324, + "TP": 436, + "n_pred": 452, + "n_ref": 588 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8674070080862534, + "FN": 1604, + "FP": 4545, + "IoU": 0.7658594166476278, + "TN": 674666, + "TP": 20113, + "n_pred": 24658, + "n_ref": 21717 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9036342365461544, + "FN": 3799, + "FP": 16629, + "IoU": 0.8242087327676713, + "TN": 584722, + "TP": 95778, + "n_pred": 112407, + "n_ref": 99577 + }, + "7": { + "Dice": 0.8758496240601503, + "FN": 7658, + "FP": 8854, + "IoU": 0.7791214083150516, + "TN": 626172, + "TP": 58244, + "n_pred": 67098, + "n_ref": 65902 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9777309435440252, + "FN": 2122, + "FP": 266, + "IoU": 0.9564321030450093, + "TN": 1171813, + "TP": 52423, + "n_pred": 52689, + "n_ref": 54545 + }, + "10": { + "Dice": 0.0, + "FN": 822, + "FP": 0, + "IoU": 0.0, + "TN": 1225802, + "TP": 0, + "n_pred": 0, + "n_ref": 822 + }, + "11": { + "Dice": 0.653041825095057, + "FN": 564, + "FP": 1626, + "IoU": 0.4848270995059986, + "TN": 1222373, + "TP": 2061, + "n_pred": 3687, + "n_ref": 2625 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4534184823441022, + "FN": 1493, + "FP": 1417, + "IoU": 0.2931746417294146, + "TN": 1222507, + "TP": 1207, + "n_pred": 2624, + "n_ref": 2700 + }, + "14": { + "Dice": 0.8245913637472554, + "FN": 1286, + "FP": 2309, + "IoU": 0.7015359070153591, + "TN": 1214579, + "TP": 8450, + "n_pred": 10759, + "n_ref": 9736 + }, + "15": { + "Dice": 0.634952229299363, + "FN": 4028, + "FP": 27150, + "IoU": 0.4651501895596384, + "TN": 1168331, + "TP": 27115, + "n_pred": 54265, + "n_ref": 31143 + }, + "2": { + "Dice": 0.9447095390272732, + "FN": 326, + "FP": 937, + "IoU": 0.8952128100887746, + "TN": 1214571, + "TP": 10790, + "n_pred": 11727, + "n_ref": 11116 + }, + "3": { + "Dice": 0.957036432289009, + "FN": 249, + "FP": 172, + "IoU": 0.9176125244618395, + "TN": 1221514, + "TP": 4689, + "n_pred": 4861, + "n_ref": 4938 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9644473009347936, + "FN": 3984, + "FP": 1603, + "IoU": 0.9313357995256062, + "TN": 1145257, + "TP": 75780, + "n_pred": 77383, + "n_ref": 79764 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 34, + "FP": 0, + "IoU": 0.0, + "TN": 1226590, + "TP": 0, + "n_pred": 0, + "n_ref": 34 + }, + "9": { + "Dice": 0.7064022749980785, + "FN": 1017, + "FP": 6623, + "IoU": 0.5460756936605073, + "TN": 1209793, + "TP": 9191, + "n_pred": 15814, + "n_ref": 10208 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5278430768045012, + "FN": 17880, + "FP": 6624, + "IoU": 0.3585508232768776, + "TN": 1013191, + "TP": 13697, + "n_pred": 20321, + "n_ref": 31577 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2889406703710342, + "FN": 3020, + "FP": 4914, + "IoU": 0.16886654095956422, + "TN": 1041846, + "TP": 1612, + "n_pred": 6526, + "n_ref": 4632 + }, + "14": { + "Dice": 0.8916884236141036, + "FN": 7361, + "FP": 5458, + "IoU": 0.8045467020400695, + "TN": 985806, + "TP": 52767, + "n_pred": 58225, + "n_ref": 60128 + }, + "15": { + "Dice": 0.5825334895933777, + "FN": 1997, + "FP": 26144, + "IoU": 0.4109680795395081, + "TN": 1003617, + "TP": 19634, + "n_pred": 45778, + "n_ref": 21631 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 396, + "IoU": 0.0, + "TN": 1050996, + "TP": 0, + "n_pred": 396, + "n_ref": 0 + }, + "3": { + "Dice": 0.9065971709138781, + "FN": 5199, + "FP": 1754, + "IoU": 0.8291520259478585, + "TN": 1010695, + "TP": 33744, + "n_pred": 35498, + "n_ref": 38943 + }, + "4": { + "Dice": 0.0003572066440435792, + "FN": 1378, + "FP": 4219, + "IoU": 0.0001786352268667381, + "TN": 1045794, + "TP": 1, + "n_pred": 4220, + "n_ref": 1379 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 33, + "IoU": 0.0, + "TN": 1051359, + "TP": 0, + "n_pred": 33, + "n_ref": 0 + }, + "6": { + "Dice": 0.9303346384875915, + "FN": 16273, + "FP": 7978, + "IoU": 0.8697436338147697, + "TN": 865213, + "TP": 161928, + "n_pred": 169906, + "n_ref": 178201 + }, + "7": { + "Dice": 0.22036965940876432, + "FN": 12202, + "FP": 2013, + "IoU": 0.12382889546351085, + "TN": 1035168, + "TP": 2009, + "n_pred": 4022, + "n_ref": 14211 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 1051379, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.03735456215554195, + "FN": 458, + "FP": 2686, + "IoU": 0.01903276131045242, + "TN": 872955, + "TP": 61, + "n_pred": 2747, + "n_ref": 519 + }, + "10": { + "Dice": 0.8453409255416687, + "FN": 2319, + "FP": 886, + "IoU": 0.7321130056837178, + "TN": 864196, + "TP": 8759, + "n_pred": 9645, + "n_ref": 11078 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.06223175965665236, + "FN": 830, + "FP": 44, + "IoU": 0.03211517165005537, + "TN": 875257, + "TP": 29, + "n_pred": 73, + "n_ref": 859 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9581320140907429, + "FN": 917, + "FP": 1258, + "IoU": 0.9196290000739044, + "TN": 849098, + "TP": 24887, + "n_pred": 26145, + "n_ref": 25804 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.07174490699734277, + "FN": 33, + "FP": 2063, + "IoU": 0.03720716582452917, + "TN": 873983, + "TP": 81, + "n_pred": 2144, + "n_ref": 114 + }, + "7": { + "Dice": 0.7518406798352307, + "FN": 7466, + "FP": 185, + "IoU": 0.6023595447222078, + "TN": 856919, + "TP": 11590, + "n_pred": 11775, + "n_ref": 19056 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7494102427516932, + "FN": 5586, + "FP": 1000, + "IoU": 0.5992454667153463, + "TN": 859726, + "TP": 9848, + "n_pred": 10848, + "n_ref": 15434 + }, + "10": { + "Dice": 0.7690787121737851, + "FN": 3870, + "FP": 7111, + "IoU": 0.6247992619674035, + "TN": 846893, + "TP": 18286, + "n_pred": 25397, + "n_ref": 22156 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 876150, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "12": { + "Dice": 0.42637189103829454, + "FN": 1278, + "FP": 175, + "IoU": 0.2709483191169092, + "TN": 874167, + "TP": 540, + "n_pred": 715, + "n_ref": 1818 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 876149, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "14": { + "Dice": 0.7147777021111003, + "FN": 4964, + "FP": 9695, + "IoU": 0.5561510279468314, + "TN": 843133, + "TP": 18368, + "n_pred": 28063, + "n_ref": 23332 + }, + "15": { + "Dice": 0.6831010180109632, + "FN": 376, + "FP": 9741, + "IoU": 0.518719375862233, + "TN": 855139, + "TP": 10904, + "n_pred": 20645, + "n_ref": 11280 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9547066497620491, + "FN": 1218, + "FP": 1247, + "IoU": 0.913338489663901, + "TN": 847716, + "TP": 25979, + "n_pred": 27226, + "n_ref": 27197 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7943485086342229, + "FN": 264, + "FP": 129, + "IoU": 0.6588541666666666, + "TN": 875008, + "TP": 759, + "n_pred": 888, + "n_ref": 1023 + }, + "6": { + "Dice": 0.2470022942729752, + "FN": 163, + "FP": 52022, + "IoU": 0.1409028052153299, + "TN": 815416, + "TP": 8559, + "n_pred": 60581, + "n_ref": 8722 + }, + "7": { + "Dice": 0.7158681670456652, + "FN": 57705, + "FP": 521, + "IoU": 0.5574724873837174, + "TN": 744584, + "TP": 73350, + "n_pred": 73871, + "n_ref": 131055 + }, + "8": { + "Dice": 0.885972850678733, + "FN": 132, + "FP": 120, + "IoU": 0.7952883834281073, + "TN": 874929, + "TP": 979, + "n_pred": 1099, + "n_ref": 1111 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9587486369849338, + "FN": 3711, + "FP": 1661, + "IoU": 0.9207657930057965, + "TN": 808361, + "TP": 62427, + "n_pred": 64088, + "n_ref": 66138 + }, + "10": { + "Dice": 0.751878085426057, + "FN": 691, + "FP": 1621, + "IoU": 0.6024075666380052, + "TN": 870345, + "TP": 3503, + "n_pred": 5124, + "n_ref": 4194 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7916471871591086, + "FN": 869, + "FP": 468, + "IoU": 0.6551457312354914, + "TN": 872283, + "TP": 2540, + "n_pred": 3008, + "n_ref": 3409 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9511384912725735, + "FN": 413, + "FP": 1205, + "IoU": 0.9068294368305885, + "TN": 858794, + "TP": 15748, + "n_pred": 16953, + "n_ref": 16161 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.980041184856645, + "FN": 291, + "FP": 2481, + "IoU": 0.9608634881192731, + "TN": 805331, + "TP": 68057, + "n_pred": 70538, + "n_ref": 68348 + }, + "7": { + "Dice": 0.9339460887652135, + "FN": 9107, + "FP": 293, + "IoU": 0.8760777282674612, + "TN": 800306, + "TP": 66454, + "n_pred": 66747, + "n_ref": 75561 + }, + "8": { + "Dice": 0.9523809523809523, + "FN": 1127, + "FP": 654, + "IoU": 0.9090909090909091, + "TN": 856569, + "TP": 17810, + "n_pred": 18464, + "n_ref": 18937 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6690140845070423, + "FN": 479, + "FP": 273, + "IoU": 0.5026455026455027, + "TN": 874648, + "TP": 760, + "n_pred": 1033, + "n_ref": 1239 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8596468107538219, + "FN": 524, + "FP": 1606, + "IoU": 0.75384259794291, + "TN": 867507, + "TP": 6523, + "n_pred": 8129, + "n_ref": 7047 + }, + "6": { + "Dice": 0.9615316654367055, + "FN": 2110, + "FP": 1591, + "IoU": 0.9259133219897908, + "TN": 826205, + "TP": 46254, + "n_pred": 47845, + "n_ref": 48364 + }, + "7": { + "Dice": 0.8840913527230139, + "FN": 1152, + "FP": 1817, + "IoU": 0.792261404981808, + "TN": 861868, + "TP": 11323, + "n_pred": 13140, + "n_ref": 12475 + }, + "8": { + "Dice": 0.9459244289301243, + "FN": 814, + "FP": 952, + "IoU": 0.897397164768766, + "TN": 858948, + "TP": 15446, + "n_pred": 16398, + "n_ref": 16260 + }, + "9": { + "Dice": 0.9235694277711084, + "FN": 92, + "FP": 99, + "IoU": 0.857992565055762, + "TN": 874815, + "TP": 1154, + "n_pred": 1253, + "n_ref": 1246 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5306842447312228, + "FN": 11822, + "FP": 3343, + "IoU": 0.3611778086692784, + "TN": 677189, + "TP": 8574, + "n_pred": 11917, + "n_ref": 20396 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6976744186046512, + "FN": 19, + "FP": 111, + "IoU": 0.5357142857142857, + "TN": 700648, + "TP": 150, + "n_pred": 261, + "n_ref": 169 + }, + "13": { + "Dice": 0.0, + "FN": 528, + "FP": 0, + "IoU": 0.0, + "TN": 700400, + "TP": 0, + "n_pred": 0, + "n_ref": 528 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9750220393770203, + "FN": 2346, + "FP": 119, + "IoU": 0.9512614678899083, + "TN": 650352, + "TP": 48111, + "n_pred": 48230, + "n_ref": 50457 + }, + "7": { + "Dice": 0.7853403141361257, + "FN": 18679, + "FP": 58, + "IoU": 0.646551724137931, + "TN": 647916, + "TP": 34275, + "n_pred": 34333, + "n_ref": 52954 + }, + "8": { + "Dice": 0.9435707678075855, + "FN": 282, + "FP": 84, + "IoU": 0.8931698774080561, + "TN": 697502, + "TP": 3060, + "n_pred": 3144, + "n_ref": 3342 + }, + "9": { + "Dice": 0.9564344509134712, + "FN": 168, + "FP": 49, + "IoU": 0.9165063485956138, + "TN": 698329, + "TP": 2382, + "n_pred": 2431, + "n_ref": 2550 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8240165631469979, + "FN": 85, + "FP": 0, + "IoU": 0.7007042253521126, + "TN": 1051108, + "TP": 199, + "n_pred": 199, + "n_ref": 284 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.6127167630057804, + "FN": 20, + "FP": 47, + "IoU": 0.44166666666666665, + "TN": 1051272, + "TP": 53, + "n_pred": 100, + "n_ref": 73 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5900900900900901, + "FN": 552, + "FP": 358, + "IoU": 0.4185303514376997, + "TN": 1049827, + "TP": 655, + "n_pred": 1013, + "n_ref": 1207 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9409876946976821, + "FN": 4632, + "FP": 1142, + "IoU": 0.8885521820533112, + "TN": 999583, + "TP": 46035, + "n_pred": 47177, + "n_ref": 50667 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3101, + "IoU": 0.0, + "TN": 1048291, + "TP": 0, + "n_pred": 3101, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9892845730516598, + "FN": 1355, + "FP": 154, + "IoU": 0.9787963522419099, + "TN": 980225, + "TP": 69658, + "n_pred": 69812, + "n_ref": 71013 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8242424242424242, + "FN": 29, + "FP": 0, + "IoU": 0.7010309278350515, + "TN": 1051295, + "TP": 68, + "n_pred": 68, + "n_ref": 97 + }, + "9": { + "Dice": 0.9408718170047475, + "FN": 29, + "FP": 108, + "IoU": 0.8883455582722086, + "TN": 1050165, + "TP": 1090, + "n_pred": 1198, + "n_ref": 1119 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.91015854374633, + "FN": 86, + "FP": 67, + "IoU": 0.8351293103448276, + "TN": 1050464, + "TP": 775, + "n_pred": 842, + "n_ref": 861 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9859091251601235, + "FN": 148, + "FP": 226, + "IoU": 0.9722098380145638, + "TN": 1037934, + "TP": 13084, + "n_pred": 13310, + "n_ref": 13232 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9796734681172278, + "FN": 867, + "FP": 1745, + "IoU": 0.9601568101041842, + "TN": 985835, + "TP": 62945, + "n_pred": 64690, + "n_ref": 63812 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.7777777777777778, + "FN": 344, + "FP": 0, + "IoU": 0.6363636363636364, + "TN": 1050446, + "TP": 602, + "n_pred": 602, + "n_ref": 946 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5878790577548203, + "FN": 3541, + "FP": 5714, + "IoU": 0.4163092835519677, + "TN": 860304, + "TP": 6601, + "n_pred": 12315, + "n_ref": 10142 + }, + "6": { + "Dice": 0.9327379991751394, + "FN": 2759, + "FP": 992, + "IoU": 0.873954097919957, + "TN": 846401, + "TP": 26008, + "n_pred": 27000, + "n_ref": 28767 + }, + "7": { + "Dice": 0.7685190296900706, + "FN": 5844, + "FP": 15121, + "IoU": 0.6240608245019456, + "TN": 820393, + "TP": 34802, + "n_pred": 49923, + "n_ref": 40646 + }, + "8": { + "Dice": 0.9543006248054964, + "FN": 801, + "FP": 1108, + "IoU": 0.9125955771255895, + "TN": 854319, + "TP": 19932, + "n_pred": 21040, + "n_ref": 20733 + }, + "9": { + "Dice": 0.8840443082724487, + "FN": 427, + "FP": 557, + "IoU": 0.7921858500527983, + "TN": 871425, + "TP": 3751, + "n_pred": 4308, + "n_ref": 4178 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9432684165961049, + "FN": 250, + "FP": 621, + "IoU": 0.8926282051282052, + "TN": 1043280, + "TP": 7241, + "n_pred": 7862, + "n_ref": 7491 + }, + "10": { + "Dice": 0.6819176882661997, + "FN": 2137, + "FP": 769, + "IoU": 0.5173559209433649, + "TN": 1045371, + "TP": 3115, + "n_pred": 3884, + "n_ref": 5252 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 895, + "IoU": 0.0, + "TN": 1050497, + "TP": 0, + "n_pred": 895, + "n_ref": 0 + }, + "12": { + "Dice": 0.13726019994596056, + "FN": 6384, + "FP": 2, + "IoU": 0.07368726428778648, + "TN": 1044498, + "TP": 508, + "n_pred": 510, + "n_ref": 6892 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 477, + "IoU": 0.0, + "TN": 1050915, + "TP": 0, + "n_pred": 477, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 891, + "IoU": 0.0, + "TN": 1050501, + "TP": 0, + "n_pred": 891, + "n_ref": 0 + }, + "3": { + "Dice": 0.9497511692548393, + "FN": 1099, + "FP": 1920, + "IoU": 0.904310618066561, + "TN": 1019842, + "TP": 28531, + "n_pred": 30451, + "n_ref": 29630 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 1314, + "FP": 0, + "IoU": 0.0, + "TN": 1050078, + "TP": 0, + "n_pred": 0, + "n_ref": 1314 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 1051388, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "7": { + "Dice": 0.7537030657940063, + "FN": 6416, + "FP": 734, + "IoU": 0.6047540077390824, + "TN": 1033302, + "TP": 10940, + "n_pred": 11674, + "n_ref": 17356 + }, + "8": { + "Dice": 0.9605204527225737, + "FN": 113, + "FP": 330, + "IoU": 0.924039780521262, + "TN": 1045560, + "TP": 5389, + "n_pred": 5719, + "n_ref": 5502 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 2549, + "IoU": 0.0, + "TN": 1048843, + "TP": 0, + "n_pred": 2549, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.96, + "FN": 9, + "FP": 0, + "IoU": 0.9230769230769231, + "TN": 1051275, + "TP": 108, + "n_pred": 108, + "n_ref": 117 + }, + "10": { + "Dice": 0.8327402135231317, + "FN": 11082, + "FP": 1702, + "IoU": 0.7134146341463414, + "TN": 1006784, + "TP": 31824, + "n_pred": 33526, + "n_ref": 42906 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8794434177628003, + "FN": 1033, + "FP": 3403, + "IoU": 0.7848273185875049, + "TN": 1030776, + "TP": 16180, + "n_pred": 19583, + "n_ref": 17213 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9456834069562979, + "FN": 2417, + "FP": 2649, + "IoU": 0.8969634104175565, + "TN": 1002225, + "TP": 44101, + "n_pred": 46750, + "n_ref": 46518 + }, + "4": { + "Dice": 0.6153846153846154, + "FN": 0, + "FP": 10, + "IoU": 0.4444444444444444, + "TN": 1051374, + "TP": 8, + "n_pred": 18, + "n_ref": 8 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.82103670071888, + "FN": 1855, + "FP": 37, + "IoU": 0.696405648267009, + "TN": 1045160, + "TP": 4340, + "n_pred": 4377, + "n_ref": 6195 + }, + "7": { + "Dice": 0.6925385934819898, + "FN": 1431, + "FP": 3, + "IoU": 0.5296818629058708, + "TN": 1048343, + "TP": 1615, + "n_pred": 1618, + "n_ref": 3046 + }, + "8": { + "Dice": 0.8210526315789474, + "FN": 34, + "FP": 0, + "IoU": 0.6964285714285714, + "TN": 1051280, + "TP": 78, + "n_pred": 78, + "n_ref": 112 + }, + "9": { + "Dice": 0.9400665926748057, + "FN": 275, + "FP": 373, + "IoU": 0.8869109947643979, + "TN": 1045662, + "TP": 5082, + "n_pred": 5455, + "n_ref": 5357 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.848294263388603, + "FN": 109, + "FP": 1483, + "IoU": 0.7365546913784544, + "TN": 694885, + "TP": 4451, + "n_pred": 5934, + "n_ref": 4560 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2709255898366606, + "FN": 17765, + "FP": 2321, + "IoU": 0.15668821899403812, + "TN": 677110, + "TP": 3732, + "n_pred": 6053, + "n_ref": 21497 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9596523145340611, + "FN": 688, + "FP": 1308, + "IoU": 0.922434228422648, + "TN": 675195, + "TP": 23737, + "n_pred": 25045, + "n_ref": 24425 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 252, + "IoU": 0.0, + "TN": 700676, + "TP": 0, + "n_pred": 252, + "n_ref": 0 + }, + "4": { + "Dice": 0.208624830322648, + "FN": 7367, + "FP": 212, + "IoU": 0.11646071345301935, + "TN": 692350, + "TP": 999, + "n_pred": 1211, + "n_ref": 8366 + }, + "5": { + "Dice": 0.5846153846153846, + "FN": 2307, + "FP": 1095, + "IoU": 0.41304347826086957, + "TN": 695132, + "TP": 2394, + "n_pred": 3489, + "n_ref": 4701 + }, + "6": { + "Dice": 0.9328718634468655, + "FN": 3255, + "FP": 1012, + "IoU": 0.8741891732515626, + "TN": 667012, + "TP": 29649, + "n_pred": 30661, + "n_ref": 32904 + }, + "7": { + "Dice": 0.033667366419772644, + "FN": 24397, + "FP": 0, + "IoU": 0.017121907984852146, + "TN": 676106, + "TP": 425, + "n_pred": 425, + "n_ref": 24822 + }, + "8": { + "Dice": 0.7239398084815322, + "FN": 1795, + "FP": 223, + "IoU": 0.5673241852487135, + "TN": 696264, + "TP": 2646, + "n_pred": 2869, + "n_ref": 4441 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9256298636258572, + "FN": 6704, + "FP": 1018, + "IoU": 0.8615558384280259, + "TN": 820383, + "TP": 48055, + "n_pred": 49073, + "n_ref": 54759 + }, + "15": { + "Dice": 0.8036117791188347, + "FN": 16446, + "FP": 5195, + "IoU": 0.6716981704542007, + "TN": 810242, + "TP": 44277, + "n_pred": 49472, + "n_ref": 60723 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 1226622, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "10": { + "Dice": 0.8080974935526826, + "FN": 7328, + "FP": 4057, + "IoU": 0.6779895915827582, + "TN": 1191268, + "TP": 23971, + "n_pred": 28028, + "n_ref": 31299 + }, + "11": { + "Dice": 0.6746160064672595, + "FN": 510, + "FP": 1100, + "IoU": 0.5089966453186947, + "TN": 1223345, + "TP": 1669, + "n_pred": 2769, + "n_ref": 2179 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 175, + "IoU": 0.0, + "TN": 1226449, + "TP": 0, + "n_pred": 175, + "n_ref": 0 + }, + "13": { + "Dice": 0.817279823986122, + "FN": 1635, + "FP": 7002, + "IoU": 0.6910170643580296, + "TN": 1198671, + "TP": 19316, + "n_pred": 26318, + "n_ref": 20951 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9414328257027335, + "FN": 2552, + "FP": 2286, + "IoU": 0.889346324504826, + "TN": 1182902, + "TP": 38884, + "n_pred": 41170, + "n_ref": 41436 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 487, + "IoU": 0.0, + "TN": 1226137, + "TP": 0, + "n_pred": 487, + "n_ref": 0 + }, + "5": { + "Dice": 0.8311744699327014, + "FN": 1279, + "FP": 1054, + "IoU": 0.7111193660227836, + "TN": 1218548, + "TP": 5743, + "n_pred": 6797, + "n_ref": 7022 + }, + "6": { + "Dice": 0.9558945318620319, + "FN": 3498, + "FP": 4384, + "IoU": 0.9155153009271665, + "TN": 1133329, + "TP": 85413, + "n_pred": 89797, + "n_ref": 88911 + }, + "7": { + "Dice": 0.9002918112713605, + "FN": 6387, + "FP": 1916, + "IoU": 0.8186642788503538, + "TN": 1180836, + "TP": 37485, + "n_pred": 39401, + "n_ref": 43872 + }, + "8": { + "Dice": 0.9445461244087376, + "FN": 1455, + "FP": 878, + "IoU": 0.8949193766327358, + "TN": 1204422, + "TP": 19869, + "n_pred": 20747, + "n_ref": 21324 + }, + "9": { + "Dice": 0.9084011564750907, + "FN": 3701, + "FP": 1780, + "IoU": 0.8321748981903916, + "TN": 1193965, + "TP": 27178, + "n_pred": 28958, + "n_ref": 30879 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9627938691411462, + "FN": 452, + "FP": 803, + "IoU": 0.9282570170925513, + "TN": 858667, + "TP": 16238, + "n_pred": 17041, + "n_ref": 16690 + }, + "10": { + "Dice": 0.7446093060400992, + "FN": 5812, + "FP": 6340, + "IoU": 0.5931295409649446, + "TN": 846293, + "TP": 17715, + "n_pred": 24055, + "n_ref": 23527 + }, + "11": { + "Dice": 0.7554783280239405, + "FN": 2071, + "FP": 462, + "IoU": 0.6070431275209432, + "TN": 869714, + "TP": 3913, + "n_pred": 4375, + "n_ref": 5984 + }, + "12": { + "Dice": 0.6963145974881614, + "FN": 1355, + "FP": 120, + "IoU": 0.5341124447252054, + "TN": 872994, + "TP": 1691, + "n_pred": 1811, + "n_ref": 3046 + }, + "13": { + "Dice": 0.6209285187914517, + "FN": 968, + "FP": 4176, + "IoU": 0.4502511488725019, + "TN": 866803, + "TP": 4213, + "n_pred": 8389, + "n_ref": 5181 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.958149316508938, + "FN": 65, + "FP": 333, + "IoU": 0.9196608800968914, + "TN": 871206, + "TP": 4556, + "n_pred": 4889, + "n_ref": 4621 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9357004830917874, + "FN": 1159, + "FP": 4165, + "IoU": 0.8791702600880578, + "TN": 832098, + "TP": 38738, + "n_pred": 42903, + "n_ref": 39897 + }, + "7": { + "Dice": 0.8902223096596498, + "FN": 230, + "FP": 886, + "IoU": 0.8021627371033505, + "TN": 870519, + "TP": 4525, + "n_pred": 5411, + "n_ref": 4755 + }, + "8": { + "Dice": 0.958594730238394, + "FN": 63, + "FP": 36, + "IoU": 0.9204819277108434, + "TN": 874915, + "TP": 1146, + "n_pred": 1182, + "n_ref": 1209 + }, + "9": { + "Dice": 0.916161773082699, + "FN": 2327, + "FP": 911, + "IoU": 0.8452938365981845, + "TN": 855230, + "TP": 17692, + "n_pred": 18603, + "n_ref": 20019 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8590677938651896, + "FN": 2474, + "FP": 10579, + "IoU": 0.752952532364297, + "TN": 998556, + "TP": 39783, + "n_pred": 50362, + "n_ref": 42257 + }, + "10": { + "Dice": 0.8313745528870721, + "FN": 559, + "FP": 101, + "IoU": 0.7114123305640577, + "TN": 1049105, + "TP": 1627, + "n_pred": 1728, + "n_ref": 2186 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.875091998738303, + "FN": 1192, + "FP": 1184, + "IoU": 0.777923170389756, + "TN": 1040693, + "TP": 8323, + "n_pred": 9507, + "n_ref": 9515 + }, + "15": { + "Dice": 0.7666948436179205, + "FN": 878, + "FP": 13474, + "IoU": 0.6216586703221384, + "TN": 1013458, + "TP": 23582, + "n_pred": 37056, + "n_ref": 24460 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8767826122086212, + "FN": 17619, + "FP": 681, + "IoU": 0.7805992159119519, + "TN": 967983, + "TP": 65109, + "n_pred": 65790, + "n_ref": 82728 + }, + "7": { + "Dice": 0.8857275464936804, + "FN": 8024, + "FP": 2563, + "IoU": 0.7948931553557936, + "TN": 999775, + "TP": 41030, + "n_pred": 43593, + "n_ref": 49054 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9436026936026936, + "FN": 755, + "FP": 2327, + "IoU": 0.8932270916334661, + "TN": 847295, + "TP": 25783, + "n_pred": 28110, + "n_ref": 26538 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7434226405986001, + "FN": 544, + "FP": 519, + "IoU": 0.5916250480215136, + "TN": 873557, + "TP": 1540, + "n_pred": 2059, + "n_ref": 2084 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 876156, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "7": { + "Dice": 0.9630542108960726, + "FN": 1213, + "FP": 2626, + "IoU": 0.9287411367264358, + "TN": 822286, + "TP": 50035, + "n_pred": 52661, + "n_ref": 51248 + }, + "8": { + "Dice": 0.9622308979364194, + "FN": 417, + "FP": 1276, + "IoU": 0.9272109720968227, + "TN": 852901, + "TP": 21566, + "n_pred": 22842, + "n_ref": 21983 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9745605343796957, + "FN": 2278, + "FP": 1599, + "IoU": 0.9503832913141965, + "TN": 973253, + "TP": 74262, + "n_pred": 75861, + "n_ref": 76540 + }, + "10": { + "Dice": 0.06105169340463458, + "FN": 5790, + "FP": 6852, + "IoU": 0.03148701447943002, + "TN": 1038339, + "TP": 411, + "n_pred": 7263, + "n_ref": 6201 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.2391500904159132, + "FN": 2926, + "FP": 440, + "IoU": 0.13581514762516045, + "TN": 1047497, + "TP": 529, + "n_pred": 969, + "n_ref": 3455 + }, + "13": { + "Dice": 0.6328271028037383, + "FN": 10386, + "FP": 2186, + "IoU": 0.46287276766641033, + "TN": 1027986, + "TP": 10834, + "n_pred": 13020, + "n_ref": 21220 + }, + "14": { + "Dice": 0.9192112676056338, + "FN": 288, + "FP": 429, + "IoU": 0.8505004170141784, + "TN": 1046596, + "TP": 4079, + "n_pred": 4508, + "n_ref": 4367 + }, + "15": { + "Dice": 0.0, + "FN": 31, + "FP": 0, + "IoU": 0.0, + "TN": 1051361, + "TP": 0, + "n_pred": 0, + "n_ref": 31 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9535452322738386, + "FN": 908, + "FP": 1410, + "IoU": 0.9112149532710281, + "TN": 1025284, + "TP": 23790, + "n_pred": 25200, + "n_ref": 24698 + }, + "4": { + "Dice": 0.8247895944912013, + "FN": 2465, + "FP": 2344, + "IoU": 0.7018229166666666, + "TN": 1035264, + "TP": 11319, + "n_pred": 13663, + "n_ref": 13784 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9308823529411765, + "FN": 1246, + "FP": 4394, + "IoU": 0.8707015130674003, + "TN": 1007772, + "TP": 37980, + "n_pred": 42374, + "n_ref": 39226 + }, + "7": { + "Dice": 0.722208591365452, + "FN": 26643, + "FP": 1662, + "IoU": 0.5652006943271018, + "TN": 986293, + "TP": 36794, + "n_pred": 38456, + "n_ref": 63437 + }, + "8": { + "Dice": 0.9501141180306488, + "FN": 560, + "FP": 52, + "IoU": 0.9049689440993789, + "TN": 1044952, + "TP": 5828, + "n_pred": 5880, + "n_ref": 6388 + }, + "9": { + "Dice": 0.482962962962963, + "FN": 225, + "FP": 473, + "IoU": 0.318359375, + "TN": 1050368, + "TP": 326, + "n_pred": 799, + "n_ref": 551 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9764687589084406, + "FN": 619, + "FP": 1197, + "IoU": 0.9540194961387517, + "TN": 1187129, + "TP": 37679, + "n_pred": 38876, + "n_ref": 38298 + }, + "10": { + "Dice": 0.920392584514722, + "FN": 758, + "FP": 848, + "IoU": 0.8525252525252526, + "TN": 1215734, + "TP": 9284, + "n_pred": 10132, + "n_ref": 10042 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5934819897084048, + "FN": 195, + "FP": 42, + "IoU": 0.4219512195121951, + "TN": 1226214, + "TP": 173, + "n_pred": 215, + "n_ref": 368 + }, + "13": { + "Dice": 0.5296651654591736, + "FN": 5703, + "FP": 3905, + "IoU": 0.3602343854041816, + "TN": 1211606, + "TP": 5410, + "n_pred": 9315, + "n_ref": 11113 + }, + "14": { + "Dice": 0.8284112712087581, + "FN": 7774, + "FP": 1348, + "IoU": 0.707083681202235, + "TN": 1195482, + "TP": 22020, + "n_pred": 23368, + "n_ref": 29794 + }, + "15": { + "Dice": 0.4430421350161046, + "FN": 12735, + "FP": 21157, + "IoU": 0.2845562779701089, + "TN": 1179252, + "TP": 13480, + "n_pred": 34637, + "n_ref": 26215 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9830876300231984, + "FN": 99, + "FP": 353, + "IoU": 0.9667378026344837, + "TN": 1213035, + "TP": 13137, + "n_pred": 13490, + "n_ref": 13236 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9410113631219159, + "FN": 206, + "FP": 1097, + "IoU": 0.88859439124487, + "TN": 1214928, + "TP": 10393, + "n_pred": 11490, + "n_ref": 10599 + }, + "8": { + "Dice": 0.969172151021822, + "FN": 370, + "FP": 609, + "IoU": 0.9401881720430108, + "TN": 1210256, + "TP": 15389, + "n_pred": 15998, + "n_ref": 15759 + }, + "9": { + "Dice": 0.9556344276841171, + "FN": 270, + "FP": 530, + "IoU": 0.9150382327952421, + "TN": 1217208, + "TP": 8616, + "n_pred": 9146, + "n_ref": 8886 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9772489197328794, + "FN": 1900, + "FP": 880, + "IoU": 0.9555100342476714, + "TN": 988906, + "TP": 59706, + "n_pred": 60586, + "n_ref": 61606 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 4623, + "IoU": 0.0, + "TN": 1046769, + "TP": 0, + "n_pred": 4623, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 45, + "IoU": 0.0, + "TN": 1051347, + "TP": 0, + "n_pred": 45, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1649, + "FP": 0, + "IoU": 0.0, + "TN": 1049743, + "TP": 0, + "n_pred": 0, + "n_ref": 1649 + }, + "13": { + "Dice": 0.6596209912536443, + "FN": 934, + "FP": 0, + "IoU": 0.4921152800435019, + "TN": 1049553, + "TP": 905, + "n_pred": 905, + "n_ref": 1839 + }, + "14": { + "Dice": 0.9047416399758103, + "FN": 2282, + "FP": 6224, + "IoU": 0.8260531697341513, + "TN": 1002492, + "TP": 40394, + "n_pred": 46618, + "n_ref": 42676 + }, + "15": { + "Dice": 0.6950071326676177, + "FN": 803, + "FP": 266, + "IoU": 0.5325754263226935, + "TN": 1049105, + "TP": 1218, + "n_pred": 1484, + "n_ref": 2021 + }, + "2": { + "Dice": 0.9751300754313027, + "FN": 480, + "FP": 519, + "IoU": 0.9514671589584143, + "TN": 1030808, + "TP": 19585, + "n_pred": 20104, + "n_ref": 20065 + }, + "3": { + "Dice": 0.9451508825204024, + "FN": 2304, + "FP": 297, + "IoU": 0.8960057574667146, + "TN": 1026381, + "TP": 22410, + "n_pred": 22707, + "n_ref": 24714 + }, + "4": { + "Dice": 0.2473888287281238, + "FN": 21533, + "FP": 12, + "IoU": 0.14115442876504825, + "TN": 1026306, + "TP": 3541, + "n_pred": 3553, + "n_ref": 25074 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7796236432954189, + "FN": 110976, + "FP": 759, + "IoU": 0.6388386984164951, + "TN": 742015, + "TP": 197642, + "n_pred": 198401, + "n_ref": 308618 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 19242, + "IoU": 0.0, + "TN": 1032150, + "TP": 0, + "n_pred": 19242, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9554361768329079, + "FN": 2100, + "FP": 1409, + "IoU": 0.9146747720364742, + "TN": 1185499, + "TP": 37616, + "n_pred": 39025, + "n_ref": 39716 + }, + "10": { + "Dice": 0.455966548729495, + "FN": 15026, + "FP": 1888, + "IoU": 0.2953087242729773, + "TN": 1202622, + "TP": 7088, + "n_pred": 8976, + "n_ref": 22114 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1323, + "IoU": 0.0, + "TN": 1225301, + "TP": 0, + "n_pred": 1323, + "n_ref": 0 + }, + "12": { + "Dice": 0.31228861330326946, + "FN": 1087, + "FP": 1353, + "IoU": 0.1850367401469606, + "TN": 1223630, + "TP": 554, + "n_pred": 1907, + "n_ref": 1641 + }, + "13": { + "Dice": 0.07399549131414931, + "FN": 17241, + "FP": 3708, + "IoU": 0.03841916827320298, + "TN": 1204838, + "TP": 837, + "n_pred": 4545, + "n_ref": 18078 + }, + "14": { + "Dice": 0.0, + "FN": 21915, + "FP": 0, + "IoU": 0.0, + "TN": 1204709, + "TP": 0, + "n_pred": 0, + "n_ref": 21915 + }, + "15": { + "Dice": 0.0, + "FN": 9189, + "FP": 0, + "IoU": 0.0, + "TN": 1217435, + "TP": 0, + "n_pred": 0, + "n_ref": 9189 + }, + "2": { + "Dice": 0.0, + "FN": 16909, + "FP": 13035, + "IoU": 0.0, + "TN": 1196680, + "TP": 0, + "n_pred": 13035, + "n_ref": 16909 + }, + "3": { + "Dice": 0.6907494500842131, + "FN": 13641, + "FP": 19960, + "IoU": 0.527591491276168, + "TN": 1155497, + "TP": 37526, + "n_pred": 57486, + "n_ref": 51167 + }, + "4": { + "Dice": 0.10319143152286196, + "FN": 49432, + "FP": 53, + "IoU": 0.05440265994038065, + "TN": 1174292, + "TP": 2847, + "n_pred": 2900, + "n_ref": 52279 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9677859590081062, + "FN": 6323, + "FP": 2694, + "IoU": 0.9375826336155278, + "TN": 1082161, + "TP": 135446, + "n_pred": 138140, + "n_ref": 141769 + }, + "7": { + "Dice": 0.7698494047149728, + "FN": 704, + "FP": 2215, + "IoU": 0.6258172029227023, + "TN": 1218823, + "TP": 4882, + "n_pred": 7097, + "n_ref": 5586 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.336615096108767, + "FN": 596, + "FP": 2234, + "IoU": 0.2023675310033822, + "TN": 1223076, + "TP": 718, + "n_pred": 2952, + "n_ref": 1314 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 5347, + "IoU": 0.0, + "TN": 870813, + "TP": 0, + "n_pred": 5347, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.3844699723716737, + "FN": 3814, + "FP": 419, + "IoU": 0.237983798379838, + "TN": 870605, + "TP": 1322, + "n_pred": 1741, + "n_ref": 5136 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9537606667989681, + "FN": 25, + "FP": 208, + "IoU": 0.911608497723824, + "TN": 873524, + "TP": 2403, + "n_pred": 2611, + "n_ref": 2428 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 422, + "IoU": 0.0, + "TN": 1226202, + "TP": 0, + "n_pred": 422, + "n_ref": 0 + }, + "11": { + "Dice": 0.5633448601068847, + "FN": 1128, + "FP": 261, + "IoU": 0.39212253829321664, + "TN": 1224339, + "TP": 896, + "n_pred": 1157, + "n_ref": 2024 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1226623, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "13": { + "Dice": 0.2766843844275248, + "FN": 36, + "FP": 4999, + "IoU": 0.16055351783927976, + "TN": 1220626, + "TP": 963, + "n_pred": 5962, + "n_ref": 999 + }, + "14": { + "Dice": 0.05330091279260503, + "FN": 18272, + "FP": 30785, + "IoU": 0.027380149886989967, + "TN": 1176186, + "TP": 1381, + "n_pred": 32166, + "n_ref": 19653 + }, + "15": { + "Dice": 0.5174375142197809, + "FN": 11758, + "FP": 3089, + "IoU": 0.34901565308896393, + "TN": 1203817, + "TP": 7960, + "n_pred": 11049, + "n_ref": 19718 + }, + "2": { + "Dice": 0.9697027891627458, + "FN": 1559, + "FP": 4436, + "IoU": 0.9411874350069653, + "TN": 1124690, + "TP": 95939, + "n_pred": 100375, + "n_ref": 97498 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 1226620, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "4": { + "Dice": 0.7910067318794798, + "FN": 6050, + "FP": 3543, + "IoU": 0.6542689299744117, + "TN": 1198877, + "TP": 18154, + "n_pred": 21697, + "n_ref": 24204 + }, + "5": { + "Dice": 0.7998986828774063, + "FN": 292, + "FP": 1288, + "IoU": 0.6665259603208105, + "TN": 1221886, + "TP": 3158, + "n_pred": 4446, + "n_ref": 3450 + }, + "6": { + "Dice": 0.9216297627226127, + "FN": 3185, + "FP": 23509, + "IoU": 0.8546505929628541, + "TN": 1042970, + "TP": 156960, + "n_pred": 180469, + "n_ref": 160145 + }, + "7": { + "Dice": 0.21450009039956608, + "FN": 16087, + "FP": 5636, + "IoU": 0.12013447284215642, + "TN": 1201935, + "TP": 2966, + "n_pred": 8602, + "n_ref": 19053 + }, + "8": { + "Dice": 0.920863309352518, + "FN": 50, + "FP": 5, + "IoU": 0.8533333333333334, + "TN": 1226249, + "TP": 320, + "n_pred": 325, + "n_ref": 370 + }, + "9": { + "Dice": 0.5814583675480375, + "FN": 7646, + "FP": 2548, + "IoU": 0.4098986975397974, + "TN": 1209349, + "TP": 7081, + "n_pred": 9629, + "n_ref": 14727 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6377113133940182, + "FN": 1922, + "FP": 7829, + "IoU": 0.4681176021382207, + "TN": 857827, + "TP": 8582, + "n_pred": 16411, + "n_ref": 10504 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8211858006042296, + "FN": 3079, + "FP": 2603, + "IoU": 0.6966202146403973, + "TN": 857431, + "TP": 13047, + "n_pred": 15650, + "n_ref": 16126 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2498, + "IoU": 0.0, + "TN": 873662, + "TP": 0, + "n_pred": 2498, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9555499748869914, + "FN": 429, + "FP": 279, + "IoU": 0.9148833854291897, + "TN": 867842, + "TP": 7610, + "n_pred": 7889, + "n_ref": 8039 + }, + "7": { + "Dice": 0.9442741049857237, + "FN": 5213, + "FP": 1130, + "IoU": 0.8944311297516809, + "TN": 816076, + "TP": 53741, + "n_pred": 54871, + "n_ref": 58954 + }, + "8": { + "Dice": 0.9432364385442893, + "FN": 655, + "FP": 833, + "IoU": 0.892570933506606, + "TN": 862309, + "TP": 12363, + "n_pred": 13196, + "n_ref": 13018 + }, + "9": { + "Dice": 0.9385438091320444, + "FN": 692, + "FP": 802, + "IoU": 0.8842039993799411, + "TN": 863258, + "TP": 11408, + "n_pred": 12210, + "n_ref": 12100 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9618507539631396, + "FN": 551, + "FP": 41, + "IoU": 0.9265052762259466, + "TN": 1393801, + "TP": 7463, + "n_pred": 7504, + "n_ref": 8014 + }, + "10": { + "Dice": 0.64, + "FN": 8, + "FP": 1, + "IoU": 0.47058823529411764, + "TN": 1401839, + "TP": 8, + "n_pred": 9, + "n_ref": 16 + }, + "11": { + "Dice": 0.7731510254816656, + "FN": 77, + "FP": 288, + "IoU": 0.630192502532928, + "TN": 1400869, + "TP": 622, + "n_pred": 910, + "n_ref": 699 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.10282776349614396, + "FN": 3771, + "FP": 766, + "IoU": 0.05420054200542006, + "TN": 1397059, + "TP": 260, + "n_pred": 1026, + "n_ref": 4031 + }, + "14": { + "Dice": 0.9221031138335886, + "FN": 225, + "FP": 538, + "IoU": 0.8554650501989013, + "TN": 1396577, + "TP": 4516, + "n_pred": 5054, + "n_ref": 4741 + }, + "15": { + "Dice": 0.06849501978441806, + "FN": 2772, + "FP": 4055, + "IoU": 0.03546199491381746, + "TN": 1394778, + "TP": 251, + "n_pred": 4306, + "n_ref": 3023 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 580, + "IoU": 0.0, + "TN": 1401276, + "TP": 0, + "n_pred": 580, + "n_ref": 0 + }, + "3": { + "Dice": 0.9741687208848534, + "FN": 3469, + "FP": 1760, + "IoU": 0.9496383476678, + "TN": 1298027, + "TP": 98600, + "n_pred": 100360, + "n_ref": 102069 + }, + "4": { + "Dice": 0.8308044105962832, + "FN": 1485, + "FP": 7246, + "IoU": 0.7105777836708986, + "TN": 1371689, + "TP": 21436, + "n_pred": 28682, + "n_ref": 22921 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9650511535422626, + "FN": 7619, + "FP": 4368, + "IoU": 0.9324626592370145, + "TN": 1224369, + "TP": 165500, + "n_pred": 169868, + "n_ref": 173119 + }, + "7": { + "Dice": 0.8678326919352258, + "FN": 15015, + "FP": 680, + "IoU": 0.766523362539607, + "TN": 1334633, + "TP": 51528, + "n_pred": 52208, + "n_ref": 66543 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8277443393522499, + "FN": 1473, + "FP": 4537, + "IoU": 0.7061124694376528, + "TN": 1381406, + "TP": 14440, + "n_pred": 18977, + "n_ref": 15913 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6666666666666666, + "FN": 0, + "FP": 2, + "IoU": 0.5, + "TN": 876156, + "TP": 2, + "n_pred": 4, + "n_ref": 2 + }, + "10": { + "Dice": 0.8731042516016307, + "FN": 4497, + "FP": 950, + "IoU": 0.7747870668982055, + "TN": 851974, + "TP": 18739, + "n_pred": 19689, + "n_ref": 23236 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6651243493348756, + "FN": 1385, + "FP": 931, + "IoU": 0.4982668977469671, + "TN": 871544, + "TP": 2300, + "n_pred": 3231, + "n_ref": 3685 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 75, + "IoU": 0.0, + "TN": 876085, + "TP": 0, + "n_pred": 75, + "n_ref": 0 + }, + "3": { + "Dice": 0.9616336633663366, + "FN": 972, + "FP": 764, + "IoU": 0.9261025029797377, + "TN": 852668, + "TP": 21756, + "n_pred": 22520, + "n_ref": 22728 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.915876027830487, + "FN": 127, + "FP": 6, + "IoU": 0.8448074679113186, + "TN": 875303, + "TP": 724, + "n_pred": 730, + "n_ref": 851 + }, + "7": { + "Dice": 0.8399728767587726, + "FN": 1801, + "FP": 87, + "IoU": 0.7240976180037995, + "TN": 869317, + "TP": 4955, + "n_pred": 5042, + "n_ref": 6756 + }, + "8": { + "Dice": 0.9583932752249584, + "FN": 316, + "FP": 1159, + "IoU": 0.9201104912527758, + "TN": 857697, + "TP": 16988, + "n_pred": 18147, + "n_ref": 17304 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8506636012122479, + "FN": 7000, + "FP": 145, + "IoU": 0.7401345699218039, + "TN": 673433, + "TP": 20350, + "n_pred": 20495, + "n_ref": 27350 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7713051446524414, + "FN": 495, + "FP": 1252, + "IoU": 0.627743447688046, + "TN": 696235, + "TP": 2946, + "n_pred": 4198, + "n_ref": 3441 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9317100864189743, + "FN": 2440, + "FP": 2973, + "IoU": 0.872150971917145, + "TN": 658589, + "TP": 36926, + "n_pred": 39899, + "n_ref": 39366 + }, + "15": { + "Dice": 0.880686517783292, + "FN": 613, + "FP": 7465, + "IoU": 0.7868095326066876, + "TN": 663037, + "TP": 29813, + "n_pred": 37278, + "n_ref": 30426 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.7741935483870968, + "FN": 0, + "FP": 14, + "IoU": 0.631578947368421, + "TN": 700890, + "TP": 24, + "n_pred": 38, + "n_ref": 24 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.875, + "FN": 65, + "FP": 1, + "IoU": 0.7777777777777778, + "TN": 700631, + "TP": 231, + "n_pred": 232, + "n_ref": 296 + }, + "7": { + "Dice": 0.9821639203631555, + "FN": 2000, + "FP": 495, + "IoU": 0.964952942829049, + "TN": 629738, + "TP": 68695, + "n_pred": 69190, + "n_ref": 70695 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.5899602224004642, + "FN": 1254.593333333333, + "FP": 1538.0266666666669, + "IoU": 0.5088640463691417, + "TN": 887339.4644444444, + "TP": 9392.182222222222, + "n_pred": 10930.208888888888, + "n_ref": 10646.775555555556 + }, + "mean": { + "1": { + "Dice": 0.6996332284879228, + "FN": 2681.6666666666665, + "FP": 872.5, + "IoU": 0.6463381352518583, + "TN": 881195.5666666667, + "TP": 14774.533333333333, + "n_pred": 15647.033333333333, + "n_ref": 17456.2 + }, + "10": { + "Dice": 0.6148766924295063, + "FN": 1165.5333333333333, + "FP": 1630.8, + "IoU": 0.5033712230991908, + "TN": 892283.5333333333, + "TP": 4444.4, + "n_pred": 6075.2, + "n_ref": 5609.933333333333 + }, + "11": { + "Dice": 0.48706330065671316, + "FN": 180.9, + "FP": 173.13333333333333, + "IoU": 0.3752948679316859, + "TN": 898840.5, + "TP": 329.73333333333335, + "n_pred": 502.8666666666667, + "n_ref": 510.6333333333333 + }, + "12": { + "Dice": 0.38139770375606313, + "FN": 196.93333333333334, + "FP": 130.86666666666667, + "IoU": 0.2968137014487013, + "TN": 898803.5333333333, + "TP": 392.93333333333334, + "n_pred": 523.8, + "n_ref": 589.8666666666667 + }, + "13": { + "Dice": 0.5028513762134054, + "FN": 2647.133333333333, + "FP": 1981.2333333333333, + "IoU": 0.39625357687970436, + "TN": 890520.0333333333, + "TP": 4375.866666666667, + "n_pred": 6357.1, + "n_ref": 7023.0 + }, + "14": { + "Dice": 0.6188392162256455, + "FN": 865.3, + "FP": 2161.233333333333, + "IoU": 0.5412733030724466, + "TN": 888909.7666666667, + "TP": 7587.966666666666, + "n_pred": 9749.2, + "n_ref": 8453.266666666666 + }, + "15": { + "Dice": 0.47246355969077336, + "FN": 477.3, + "FP": 1095.9, + "IoU": 0.3925470016748106, + "TN": 895758.6666666666, + "TP": 2192.4, + "n_pred": 3288.3, + "n_ref": 2669.7 + }, + "2": { + "Dice": 0.6869324306915934, + "FN": 2066.233333333333, + "FP": 1604.7, + "IoU": 0.6185297276923472, + "TN": 878675.5666666667, + "TP": 17177.766666666666, + "n_pred": 18782.466666666667, + "n_ref": 19244.0 + }, + "3": { + "Dice": 0.698532878986791, + "FN": 1267.4333333333334, + "FP": 1641.1666666666667, + "IoU": 0.648899139977314, + "TN": 875346.1666666666, + "TP": 21269.5, + "n_pred": 22910.666666666668, + "n_ref": 22536.933333333334 + }, + "4": { + "Dice": 0.42462085773354874, + "FN": 1119.5333333333333, + "FP": 289.0, + "IoU": 0.33400071879852156, + "TN": 897286.4666666667, + "TP": 829.2666666666667, + "n_pred": 1118.2666666666667, + "n_ref": 1948.8 + }, + "5": { + "Dice": 0.4055164813691608, + "FN": 526.9333333333333, + "FP": 182.16666666666666, + "IoU": 0.30840003062681215, + "TN": 898061.5333333333, + "TP": 753.6333333333333, + "n_pred": 935.8, + "n_ref": 1280.5666666666666 + }, + "6": { + "Dice": 0.7981616834767256, + "FN": 2734.0, + "FP": 4869.766666666666, + "IoU": 0.7375314095173146, + "TN": 855518.6666666666, + "TP": 36401.833333333336, + "n_pred": 41271.6, + "n_ref": 39135.833333333336 + }, + "7": { + "Dice": 0.3972668849536611, + "FN": 1088.2, + "FP": 4565.533333333334, + "IoU": 0.32886731039417205, + "TN": 882485.2333333333, + "TP": 11385.3, + "n_pred": 15950.833333333334, + "n_ref": 12473.5 + }, + "8": { + "Dice": 0.8567893855632346, + "FN": 760.2666666666667, + "FP": 647.4666666666667, + "IoU": 0.7945770440908394, + "TN": 886160.9666666667, + "TP": 11955.566666666668, + "n_pred": 12603.033333333333, + "n_ref": 12715.833333333334 + }, + "9": { + "Dice": 0.8044576557722212, + "FN": 1041.5333333333333, + "FP": 1224.9333333333334, + "IoU": 0.7102635050814062, + "TN": 890245.7666666667, + "TP": 7012.033333333334, + "n_pred": 8236.966666666667, + "n_ref": 8053.566666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6719341345196203, + "FN": 1608, + "FP": 8274, + "IoU": 0.505949405059494, + "TN": 680926, + "TP": 10120, + "n_pred": 18394, + "n_ref": 11728 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 71, + "FP": 0, + "IoU": 0.0, + "TN": 700857, + "TP": 0, + "n_pred": 0, + "n_ref": 71 + }, + "13": { + "Dice": 0.11157270029673591, + "FN": 3186, + "FP": 1305, + "IoU": 0.0590823381521056, + "TN": 696155, + "TP": 282, + "n_pred": 1587, + "n_ref": 3468 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.943130375735627, + "FN": 1166, + "FP": 844, + "IoU": 0.8923810033731328, + "TN": 682251, + "TP": 16667, + "n_pred": 17511, + "n_ref": 17833 + }, + "7": { + "Dice": 0.23148148148148148, + "FN": 166, + "FP": 0, + "IoU": 0.13089005235602094, + "TN": 700737, + "TP": 25, + "n_pred": 25, + "n_ref": 191 + }, + "8": { + "Dice": 0.9370262489992676, + "FN": 2554, + "FP": 1143, + "IoU": 0.8815140055124672, + "TN": 669726, + "TP": 27505, + "n_pred": 28648, + "n_ref": 30059 + }, + "9": { + "Dice": 0.8584860302366579, + "FN": 1135, + "FP": 1514, + "IoU": 0.7520591538749531, + "TN": 690244, + "TP": 8035, + "n_pred": 9549, + "n_ref": 9170 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 248, + "IoU": 0.0, + "TN": 1226376, + "TP": 0, + "n_pred": 248, + "n_ref": 0 + }, + "10": { + "Dice": 0.09859937064231505, + "FN": 7057, + "FP": 7552, + "IoU": 0.05185617860851506, + "TN": 1211216, + "TP": 799, + "n_pred": 8351, + "n_ref": 7856 + }, + "11": { + "Dice": 0.48082454458293383, + "FN": 1421, + "FP": 745, + "IoU": 0.3165036289050174, + "TN": 1223455, + "TP": 1003, + "n_pred": 1748, + "n_ref": 2424 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.18819446761653708, + "FN": 15933, + "FP": 8396, + "IoU": 0.10387122914287819, + "TN": 1199475, + "TP": 2820, + "n_pred": 11216, + "n_ref": 18753 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 12, + "FP": 0, + "IoU": 0.0, + "TN": 1226612, + "TP": 0, + "n_pred": 0, + "n_ref": 12 + }, + "2": { + "Dice": 0.6642880928595214, + "FN": 2562, + "FP": 4495, + "IoU": 0.49732886957760525, + "TN": 1212585, + "TP": 6982, + "n_pred": 11477, + "n_ref": 9544 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1226623, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "4": { + "Dice": 0.23243122842187325, + "FN": 25582, + "FP": 1986, + "IoU": 0.1314977002079264, + "TN": 1194882, + "TP": 4174, + "n_pred": 6160, + "n_ref": 29756 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9144535380036809, + "FN": 4248, + "FP": 6675, + "IoU": 0.8423900496363846, + "TN": 1157320, + "TP": 58381, + "n_pred": 65056, + "n_ref": 62629 + }, + "7": { + "Dice": 0.04116485686080948, + "FN": 1522, + "FP": 17904, + "IoU": 0.02101496749483445, + "TN": 1206781, + "TP": 417, + "n_pred": 18321, + "n_ref": 1939 + }, + "8": { + "Dice": 0.5034965034965035, + "FN": 12, + "FP": 130, + "IoU": 0.3364485981308411, + "TN": 1226410, + "TP": 72, + "n_pred": 202, + "n_ref": 84 + }, + "9": { + "Dice": 0.479026369168357, + "FN": 5621, + "FP": 800, + "IoU": 0.3149471887335965, + "TN": 1217251, + "TP": 2952, + "n_pred": 3752, + "n_ref": 8573 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9124225885812856, + "FN": 2488, + "FP": 609, + "IoU": 0.8389495579823193, + "TN": 856930, + "TP": 16133, + "n_pred": 16742, + "n_ref": 18621 + }, + "10": { + "Dice": 0.3092269326683292, + "FN": 554, + "FP": 0, + "IoU": 0.18289085545722714, + "TN": 875482, + "TP": 124, + "n_pred": 124, + "n_ref": 678 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.2935672514619883, + "FN": 1191, + "FP": 17, + "IoU": 0.1720356408498972, + "TN": 874701, + "TP": 251, + "n_pred": 268, + "n_ref": 1442 + }, + "6": { + "Dice": 0.6202231991883665, + "FN": 894, + "FP": 229, + "IoU": 0.44950980392156864, + "TN": 874120, + "TP": 917, + "n_pred": 1146, + "n_ref": 1811 + }, + "7": { + "Dice": 0.9137584079159486, + "FN": 1582, + "FP": 6175, + "IoU": 0.8412110294569201, + "TN": 827309, + "TP": 41094, + "n_pred": 47269, + "n_ref": 42676 + }, + "8": { + "Dice": 0.9532667704339243, + "FN": 1760, + "FP": 1933, + "IoU": 0.9107065138546352, + "TN": 834802, + "TP": 37665, + "n_pred": 39598, + "n_ref": 39425 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9484176774013663, + "FN": 490, + "FP": 250, + "IoU": 0.901895797428079, + "TN": 1043849, + "TP": 6803, + "n_pred": 7053, + "n_ref": 7293 + }, + "10": { + "Dice": 0.7756381549484997, + "FN": 417, + "FP": 84, + "IoU": 0.6335040234089246, + "TN": 1050025, + "TP": 866, + "n_pred": 950, + "n_ref": 1283 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4590321034978438, + "FN": 226, + "FP": 903, + "IoU": 0.2978855721393035, + "TN": 1049784, + "TP": 479, + "n_pred": 1382, + "n_ref": 705 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.4367816091954023, + "FN": 1074, + "FP": 4, + "IoU": 0.27941176470588236, + "TN": 1049896, + "TP": 418, + "n_pred": 422, + "n_ref": 1492 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1369, + "IoU": 0.0, + "TN": 1050023, + "TP": 0, + "n_pred": 1369, + "n_ref": 0 + }, + "3": { + "Dice": 0.9606090734216612, + "FN": 4846, + "FP": 2444, + "IoU": 0.9242038282785223, + "TN": 955213, + "TP": 88889, + "n_pred": 91333, + "n_ref": 93735 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9242898097471983, + "FN": 1106, + "FP": 56, + "IoU": 0.85923682616596, + "TN": 1043137, + "TP": 7093, + "n_pred": 7149, + "n_ref": 8199 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 517, + "IoU": 0.0, + "TN": 1050875, + "TP": 0, + "n_pred": 517, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.796726599366824, + "FN": 34, + "FP": 3369, + "IoU": 0.6621326449563145, + "TN": 866088, + "TP": 6669, + "n_pred": 10038, + "n_ref": 6703 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6769194086790653, + "FN": 1573, + "FP": 1137, + "IoU": 0.5116237159848621, + "TN": 870611, + "TP": 2839, + "n_pred": 3976, + "n_ref": 4412 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9512479798886694, + "FN": 239, + "FP": 847, + "IoU": 0.9070285078332334, + "TN": 864479, + "TP": 10595, + "n_pred": 11442, + "n_ref": 10834 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 876154, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "7": { + "Dice": 0.951555162955042, + "FN": 906, + "FP": 1178, + "IoU": 0.9075872466852911, + "TN": 853609, + "TP": 20467, + "n_pred": 21645, + "n_ref": 21373 + }, + "8": { + "Dice": 0.894752358490566, + "FN": 416, + "FP": 2440, + "IoU": 0.8095492131234996, + "TN": 861164, + "TP": 12140, + "n_pred": 14580, + "n_ref": 12556 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 182, + "IoU": 0.0, + "TN": 700746, + "TP": 0, + "n_pred": 182, + "n_ref": 0 + }, + "10": { + "Dice": 0.818957345971564, + "FN": 727, + "FP": 419, + "IoU": 0.6934189406099518, + "TN": 697190, + "TP": 2592, + "n_pred": 3011, + "n_ref": 3319 + }, + "11": { + "Dice": 0.7566666666666667, + "FN": 15, + "FP": 131, + "IoU": 0.6085790884718498, + "TN": 700555, + "TP": 227, + "n_pred": 358, + "n_ref": 242 + }, + "12": { + "Dice": 0.0, + "FN": 20, + "FP": 0, + "IoU": 0.0, + "TN": 700908, + "TP": 0, + "n_pred": 0, + "n_ref": 20 + }, + "13": { + "Dice": 0.06266318537859007, + "FN": 0, + "FP": 359, + "IoU": 0.03234501347708895, + "TN": 700557, + "TP": 12, + "n_pred": 371, + "n_ref": 12 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9598585767435668, + "FN": 1988, + "FP": 3439, + "IoU": 0.922815451132097, + "TN": 630616, + "TP": 64885, + "n_pred": 68324, + "n_ref": 66873 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9543429260365885, + "FN": 1920, + "FP": 693, + "IoU": 0.9126729496691398, + "TN": 671006, + "TP": 27309, + "n_pred": 28002, + "n_ref": 29229 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8866613418530351, + "FN": 4602, + "FP": 1074, + "IoU": 0.7963985938733051, + "TN": 673050, + "TP": 22202, + "n_pred": 23276, + "n_ref": 26804 + }, + "9": { + "Dice": 0.8514541995107366, + "FN": 734, + "FP": 1452, + "IoU": 0.7413323866997988, + "TN": 692477, + "TP": 6265, + "n_pred": 7717, + "n_ref": 6999 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7445499368403895, + "FN": 2713, + "FP": 3556, + "IoU": 0.5930542031807855, + "TN": 860755, + "TP": 9136, + "n_pred": 12692, + "n_ref": 11849 + }, + "10": { + "Dice": 0.7109534988262325, + "FN": 1132, + "FP": 4655, + "IoU": 0.5515344079355239, + "TN": 863256, + "TP": 7117, + "n_pred": 11772, + "n_ref": 8249 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 441, + "IoU": 0.0, + "TN": 875719, + "TP": 0, + "n_pred": 441, + "n_ref": 0 + }, + "13": { + "Dice": 0.7445048026765478, + "FN": 9296, + "FP": 4908, + "IoU": 0.5929969340095704, + "TN": 841261, + "TP": 20695, + "n_pred": 25603, + "n_ref": 29991 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.78017585931255, + "FN": 34, + "FP": 241, + "IoU": 0.6395806028833552, + "TN": 875397, + "TP": 488, + "n_pred": 729, + "n_ref": 522 + }, + "3": { + "Dice": 0.9614201911249882, + "FN": 3404, + "FP": 3120, + "IoU": 0.9257066071469242, + "TN": 788346, + "TP": 81290, + "n_pred": 84410, + "n_ref": 84694 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.782386333492493, + "FN": 13028, + "FP": 7481, + "IoU": 0.642557122191819, + "TN": 818783, + "TP": 36868, + "n_pred": 44349, + "n_ref": 49896 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 11024, + "IoU": 0.0, + "TN": 865136, + "TP": 0, + "n_pred": 11024, + "n_ref": 0 + }, + "8": { + "Dice": 0.9190296566077003, + "FN": 1855, + "FP": 635, + "IoU": 0.8501895192828349, + "TN": 859539, + "TP": 14131, + "n_pred": 14766, + "n_ref": 15986 + }, + "9": { + "Dice": 0.9446932905841859, + "FN": 301, + "FP": 872, + "IoU": 0.8951836297024395, + "TN": 864969, + "TP": 10018, + "n_pred": 10890, + "n_ref": 10319 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5695600475624257, + "FN": 64, + "FP": 660, + "IoU": 0.39817123857024106, + "TN": 874957, + "TP": 479, + "n_pred": 1139, + "n_ref": 543 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 57, + "IoU": 0.0, + "TN": 876103, + "TP": 0, + "n_pred": 57, + "n_ref": 0 + }, + "11": { + "Dice": 0.043209876543209874, + "FN": 620, + "FP": 0, + "IoU": 0.022082018927444796, + "TN": 875526, + "TP": 14, + "n_pred": 14, + "n_ref": 634 + }, + "12": { + "Dice": 0.7051482059282371, + "FN": 153, + "FP": 36, + "IoU": 0.5445783132530121, + "TN": 875745, + "TP": 226, + "n_pred": 262, + "n_ref": 379 + }, + "13": { + "Dice": 0.7640449438202247, + "FN": 6, + "FP": 120, + "IoU": 0.6181818181818182, + "TN": 875830, + "TP": 204, + "n_pred": 324, + "n_ref": 210 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 149, + "IoU": 0.0, + "TN": 876011, + "TP": 0, + "n_pred": 149, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 427, + "IoU": 0.0, + "TN": 875733, + "TP": 0, + "n_pred": 427, + "n_ref": 0 + }, + "3": { + "Dice": 0.9650092081031307, + "FN": 5, + "FP": 14, + "IoU": 0.9323843416370107, + "TN": 875879, + "TP": 262, + "n_pred": 276, + "n_ref": 267 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 215, + "FP": 0, + "IoU": 0.0, + "TN": 875945, + "TP": 0, + "n_pred": 0, + "n_ref": 215 + }, + "6": { + "Dice": 0.887250340038657, + "FN": 924, + "FP": 651, + "IoU": 0.797349459598559, + "TN": 868388, + "TP": 6197, + "n_pred": 6848, + "n_ref": 7121 + }, + "7": { + "Dice": 0.7946149703823371, + "FN": 1745, + "FP": 162, + "IoU": 0.6592208720514653, + "TN": 870564, + "TP": 3689, + "n_pred": 3851, + "n_ref": 5434 + }, + "8": { + "Dice": 0.9649051819481536, + "FN": 1239, + "FP": 1363, + "IoU": 0.9321901386427603, + "TN": 837788, + "TP": 35770, + "n_pred": 37133, + "n_ref": 37009 + }, + "9": { + "Dice": 0.8244716351501669, + "FN": 1216, + "FP": 1151, + "IoU": 0.7013626040878123, + "TN": 868234, + "TP": 5559, + "n_pred": 6710, + "n_ref": 6775 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9577464788732394, + "FN": 24, + "FP": 30, + "IoU": 0.918918918918919, + "TN": 875494, + "TP": 612, + "n_pred": 642, + "n_ref": 636 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8615448247337401, + "FN": 2193, + "FP": 485, + "IoU": 0.7567665758401453, + "TN": 865150, + "TP": 8332, + "n_pred": 8817, + "n_ref": 10525 + }, + "6": { + "Dice": 0.9074641762315534, + "FN": 1961, + "FP": 635, + "IoU": 0.8306035889070147, + "TN": 860835, + "TP": 12729, + "n_pred": 13364, + "n_ref": 14690 + }, + "7": { + "Dice": 0.5084602368866328, + "FN": 1847, + "FP": 477, + "IoU": 0.340896199659671, + "TN": 872634, + "TP": 1202, + "n_pred": 1679, + "n_ref": 3049 + }, + "8": { + "Dice": 0.9789281734373417, + "FN": 261, + "FP": 571, + "IoU": 0.9587260640936601, + "TN": 856002, + "TP": 19326, + "n_pred": 19897, + "n_ref": 19587 + }, + "9": { + "Dice": 0.8372369516109857, + "FN": 969, + "FP": 400, + "IoU": 0.720040899795501, + "TN": 871270, + "TP": 3521, + "n_pred": 3921, + "n_ref": 4490 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1314, + "IoU": 0.0, + "TN": 874846, + "TP": 0, + "n_pred": 1314, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9219453893536821, + "FN": 2875, + "FP": 521, + "IoU": 0.855193586900904, + "TN": 852708, + "TP": 20056, + "n_pred": 20577, + "n_ref": 22931 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 389, + "IoU": 0.0, + "TN": 875771, + "TP": 0, + "n_pred": 389, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 152, + "IoU": 0.0, + "TN": 1051240, + "TP": 0, + "n_pred": 152, + "n_ref": 0 + }, + "10": { + "Dice": 0.8176832869315785, + "FN": 4907, + "FP": 1576, + "IoU": 0.6915941201655488, + "TN": 1030371, + "TP": 14538, + "n_pred": 16114, + "n_ref": 19445 + }, + "11": { + "Dice": 0.7086981903093987, + "FN": 346, + "FP": 153, + "IoU": 0.5488245931283906, + "TN": 1050286, + "TP": 607, + "n_pred": 760, + "n_ref": 953 + }, + "12": { + "Dice": 0.4763636363636364, + "FN": 609, + "FP": 831, + "IoU": 0.3126491646778043, + "TN": 1049297, + "TP": 655, + "n_pred": 1486, + "n_ref": 1264 + }, + "13": { + "Dice": 0.6579564346306321, + "FN": 12594, + "FP": 3454, + "IoU": 0.4902645872375568, + "TN": 1019909, + "TP": 15435, + "n_pred": 18889, + "n_ref": 28029 + }, + "14": { + "Dice": 0.941877446704935, + "FN": 5987, + "FP": 5475, + "IoU": 0.8901402240901728, + "TN": 947059, + "TP": 92871, + "n_pred": 98346, + "n_ref": 98858 + }, + "15": { + "Dice": 0.022919730236803406, + "FN": 2047, + "FP": 17222, + "IoU": 0.011592716081046422, + "TN": 1031897, + "TP": 226, + "n_pred": 17448, + "n_ref": 2273 + }, + "2": { + "Dice": 0.9628373078129903, + "FN": 708, + "FP": 3082, + "IoU": 0.9283377767693384, + "TN": 998505, + "TP": 49097, + "n_pred": 52179, + "n_ref": 49805 + }, + "3": { + "Dice": 0.852987012987013, + "FN": 67, + "FP": 216, + "IoU": 0.7436594202898551, + "TN": 1050288, + "TP": 821, + "n_pred": 1037, + "n_ref": 888 + }, + "4": { + "Dice": 0.886687724247907, + "FN": 3216, + "FP": 479, + "IoU": 0.7964411635081534, + "TN": 1033240, + "TP": 14457, + "n_pred": 14936, + "n_ref": 17673 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9629608311508907, + "FN": 5553, + "FP": 2169, + "IoU": 0.9285674640617195, + "TN": 943290, + "TP": 100380, + "n_pred": 102549, + "n_ref": 105933 + }, + "7": { + "Dice": 0.37625681405208966, + "FN": 511, + "FP": 4638, + "IoU": 0.23172187406744255, + "TN": 1044690, + "TP": 1553, + "n_pred": 6191, + "n_ref": 2064 + }, + "8": { + "Dice": 0.9640598735291763, + "FN": 262, + "FP": 636, + "IoU": 0.9306135064132283, + "TN": 1038450, + "TP": 12044, + "n_pred": 12680, + "n_ref": 12306 + }, + "9": { + "Dice": 0.9233341849176673, + "FN": 466, + "FP": 2835, + "IoU": 0.8575866085681004, + "TN": 1028213, + "TP": 19878, + "n_pred": 22713, + "n_ref": 20344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4205029874509938, + "FN": 67626, + "FP": 72, + "IoU": 0.26622588337307607, + "TN": 783900, + "TP": 24562, + "n_pred": 24634, + "n_ref": 92188 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1261, + "IoU": 0.0, + "TN": 874899, + "TP": 0, + "n_pred": 1261, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 457, + "IoU": 0.0, + "TN": 875703, + "TP": 0, + "n_pred": 457, + "n_ref": 0 + }, + "13": { + "Dice": 0.8403280463596078, + "FN": 4894, + "FP": 3069, + "IoU": 0.7246256527302279, + "TN": 847243, + "TP": 20954, + "n_pred": 24023, + "n_ref": 25848 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6853525688208449, + "FN": 10140, + "FP": 547, + "IoU": 0.5213204335752037, + "TN": 853834, + "TP": 11639, + "n_pred": 12186, + "n_ref": 21779 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5202, + "IoU": 0.0, + "TN": 870958, + "TP": 0, + "n_pred": 5202, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.017748986913390174, + "FN": 921, + "FP": 66706, + "IoU": 0.008953955274187403, + "TN": 807922, + "TP": 611, + "n_pred": 67317, + "n_ref": 1532 + }, + "7": { + "Dice": 0.6335782614723416, + "FN": 10375, + "FP": 197, + "IoU": 0.46367694805194803, + "TN": 856448, + "TP": 9140, + "n_pred": 9337, + "n_ref": 19515 + }, + "8": { + "Dice": 0.9062003179650239, + "FN": 763, + "FP": 63, + "IoU": 0.8284883720930233, + "TN": 871344, + "TP": 3990, + "n_pred": 4053, + "n_ref": 4753 + }, + "9": { + "Dice": 0.8364713753225652, + "FN": 220, + "FP": 3202, + "IoU": 0.7189091506489239, + "TN": 863986, + "TP": 8752, + "n_pred": 11954, + "n_ref": 8972 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9582870737509913, + "FN": 299, + "FP": 1542, + "IoU": 0.9199147381242387, + "TN": 853172, + "TP": 21147, + "n_pred": 22689, + "n_ref": 21446 + }, + "10": { + "Dice": 0.8093632857797795, + "FN": 1396, + "FP": 5673, + "IoU": 0.6797734994337485, + "TN": 854085, + "TP": 15006, + "n_pred": 20679, + "n_ref": 16402 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 179, + "IoU": 0.0, + "TN": 875981, + "TP": 0, + "n_pred": 179, + "n_ref": 0 + }, + "12": { + "Dice": 0.6170018281535649, + "FN": 718, + "FP": 120, + "IoU": 0.4461335095836087, + "TN": 874647, + "TP": 675, + "n_pred": 795, + "n_ref": 1393 + }, + "13": { + "Dice": 0.0, + "FN": 570, + "FP": 0, + "IoU": 0.0, + "TN": 875590, + "TP": 0, + "n_pred": 0, + "n_ref": 570 + }, + "14": { + "Dice": 0.9153248252685401, + "FN": 1499, + "FP": 6715, + "IoU": 0.8438699866945447, + "TN": 823550, + "TP": 44396, + "n_pred": 51111, + "n_ref": 45895 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 4032, + "IoU": 0.0, + "TN": 872128, + "TP": 0, + "n_pred": 4032, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9661181911412167, + "FN": 2755, + "FP": 2432, + "IoU": 0.9344570944793338, + "TN": 797021, + "TP": 73952, + "n_pred": 76384, + "n_ref": 76707 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5500750022059472, + "FN": 4921, + "FP": 178, + "IoU": 0.379381694255112, + "TN": 867944, + "TP": 3117, + "n_pred": 3295, + "n_ref": 8038 + }, + "6": { + "Dice": 0.9169790893963391, + "FN": 855, + "FP": 3286, + "IoU": 0.8466864124398371, + "TN": 849150, + "TP": 22869, + "n_pred": 26155, + "n_ref": 23724 + }, + "7": { + "Dice": 0.8535098453665592, + "FN": 991, + "FP": 12177, + "IoU": 0.7444545789749462, + "TN": 824631, + "TP": 38361, + "n_pred": 50538, + "n_ref": 39352 + }, + "8": { + "Dice": 0.9212245796931209, + "FN": 1254, + "FP": 1965, + "IoU": 0.8539539948278209, + "TN": 854119, + "TP": 18822, + "n_pred": 20787, + "n_ref": 20076 + }, + "9": { + "Dice": 0.7381125695634818, + "FN": 3921, + "FP": 7232, + "IoU": 0.5849274283587644, + "TN": 849290, + "TP": 15717, + "n_pred": 22949, + "n_ref": 19638 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.29554455445544553, + "FN": 1732, + "FP": 1114, + "IoU": 0.1733952948010456, + "TN": 872717, + "TP": 597, + "n_pred": 1711, + "n_ref": 2329 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7574612769172648, + "FN": 676, + "FP": 608, + "IoU": 0.609607783520827, + "TN": 872871, + "TP": 2005, + "n_pred": 2613, + "n_ref": 2681 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8524978466838932, + "FN": 625, + "FP": 745, + "IoU": 0.7429161193469694, + "TN": 870831, + "TP": 3959, + "n_pred": 4704, + "n_ref": 4584 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9004972262173824, + "FN": 10085, + "FP": 2022, + "IoU": 0.8190040513671495, + "TN": 809269, + "TP": 54784, + "n_pred": 56806, + "n_ref": 64869 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6732, + "IoU": 0.0, + "TN": 869428, + "TP": 0, + "n_pred": 6732, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7295453009931762, + "FN": 1806, + "FP": 2197, + "IoU": 0.5742395235056371, + "TN": 866758, + "TP": 5399, + "n_pred": 7596, + "n_ref": 7205 + }, + "6": { + "Dice": 0.7964859574855478, + "FN": 13109, + "FP": 4775, + "IoU": 0.6618003025718608, + "TN": 823280, + "TP": 34996, + "n_pred": 39771, + "n_ref": 48105 + }, + "7": { + "Dice": 0.0, + "FN": 480, + "FP": 15453, + "IoU": 0.0, + "TN": 860227, + "TP": 0, + "n_pred": 15453, + "n_ref": 480 + }, + "8": { + "Dice": 0.9750639519164778, + "FN": 1024, + "FP": 175, + "IoU": 0.9513412605007914, + "TN": 851519, + "TP": 23442, + "n_pred": 23617, + "n_ref": 24466 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9808962726402803, + "FN": 473, + "FP": 1184, + "IoU": 0.9625087675634093, + "TN": 656731, + "TP": 42540, + "n_pred": 43724, + "n_ref": 43013 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9751964258203667, + "FN": 229, + "FP": 254, + "IoU": 0.9515935057125676, + "TN": 690950, + "TP": 9495, + "n_pred": 9749, + "n_ref": 9724 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 277, + "IoU": 0.0, + "TN": 700651, + "TP": 0, + "n_pred": 277, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9686914516602334, + "FN": 2604, + "FP": 170, + "IoU": 0.939283838206969, + "TN": 655240, + "TP": 42914, + "n_pred": 43084, + "n_ref": 45518 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9627754536491779, + "FN": 630, + "FP": 3561, + "IoU": 0.9282227816883317, + "TN": 993003, + "TP": 54198, + "n_pred": 57759, + "n_ref": 54828 + }, + "10": { + "Dice": 0.32798573975044565, + "FN": 355, + "FP": 22, + "IoU": 0.19616204690831557, + "TN": 1050923, + "TP": 92, + "n_pred": 114, + "n_ref": 447 + }, + "11": { + "Dice": 0.19170984455958548, + "FN": 312, + "FP": 0, + "IoU": 0.10601719197707736, + "TN": 1051043, + "TP": 37, + "n_pred": 37, + "n_ref": 349 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9667604826310165, + "FN": 2265, + "FP": 2837, + "IoU": 0.9356596088124393, + "TN": 972095, + "TP": 74195, + "n_pred": 77032, + "n_ref": 76460 + }, + "3": { + "Dice": 0.7540983606557377, + "FN": 8, + "FP": 7, + "IoU": 0.6052631578947368, + "TN": 1051354, + "TP": 23, + "n_pred": 30, + "n_ref": 31 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.2517241379310345, + "FN": 427, + "FP": 7, + "IoU": 0.14398422090729784, + "TN": 1050885, + "TP": 73, + "n_pred": 80, + "n_ref": 500 + }, + "6": { + "Dice": 0.8415579209905135, + "FN": 17940, + "FP": 24750, + "IoU": 0.7264566232867495, + "TN": 895329, + "TP": 113373, + "n_pred": 138123, + "n_ref": 131313 + }, + "7": { + "Dice": 0.19227430555555555, + "FN": 319, + "FP": 7125, + "IoU": 0.10636254501800721, + "TN": 1043062, + "TP": 886, + "n_pred": 8011, + "n_ref": 1205 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8748377526423141, + "FN": 81, + "FP": 594, + "IoU": 0.7775214238628873, + "TN": 1048358, + "TP": 2359, + "n_pred": 2953, + "n_ref": 2440 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9599766286882851, + "FN": 92, + "FP": 182, + "IoU": 0.9230337078651686, + "TN": 872600, + "TP": 3286, + "n_pred": 3468, + "n_ref": 3378 + }, + "10": { + "Dice": 0.0, + "FN": 2696, + "FP": 0, + "IoU": 0.0, + "TN": 873464, + "TP": 0, + "n_pred": 0, + "n_ref": 2696 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 20, + "FP": 0, + "IoU": 0.0, + "TN": 876140, + "TP": 0, + "n_pred": 0, + "n_ref": 20 + }, + "13": { + "Dice": 0.7109915449654112, + "FN": 3403, + "FP": 3365, + "IoU": 0.5515802027429935, + "TN": 861067, + "TP": 8325, + "n_pred": 11690, + "n_ref": 11728 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 94, + "IoU": 0.0, + "TN": 876066, + "TP": 0, + "n_pred": 94, + "n_ref": 0 + }, + "3": { + "Dice": 0.9759544337988472, + "FN": 1255, + "FP": 1202, + "IoU": 0.953038093235727, + "TN": 823841, + "TP": 49862, + "n_pred": 51064, + "n_ref": 51117 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 55, + "IoU": 0.0, + "TN": 876105, + "TP": 0, + "n_pred": 55, + "n_ref": 0 + }, + "6": { + "Dice": 0.9625072294912953, + "FN": 1432, + "FP": 3041, + "IoU": 0.9277242761116856, + "TN": 814272, + "TP": 57415, + "n_pred": 60456, + "n_ref": 58847 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2514, + "IoU": 0.0, + "TN": 873646, + "TP": 0, + "n_pred": 2514, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 876155, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9443597912914993, + "FN": 256, + "FP": 949, + "IoU": 0.8945849007085994, + "TN": 514265, + "TP": 10226, + "n_pred": 11175, + "n_ref": 10482 + }, + "10": { + "Dice": 0.8803657607315215, + "FN": 299, + "FP": 172, + "IoU": 0.7862976406533575, + "TN": 523492, + "TP": 1733, + "n_pred": 1905, + "n_ref": 2032 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9033915312061007, + "FN": 1583, + "FP": 824, + "IoU": 0.8238049923138863, + "TN": 512035, + "TP": 11254, + "n_pred": 12078, + "n_ref": 12837 + }, + "15": { + "Dice": 0.7669724770642202, + "FN": 254, + "FP": 0, + "IoU": 0.6220238095238095, + "TN": 525024, + "TP": 418, + "n_pred": 418, + "n_ref": 672 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2294, + "IoU": 0.0, + "TN": 523402, + "TP": 0, + "n_pred": 2294, + "n_ref": 0 + }, + "3": { + "Dice": 0.953103556681398, + "FN": 5244, + "FP": 2513, + "IoU": 0.9104086299692776, + "TN": 439114, + "TP": 78825, + "n_pred": 81338, + "n_ref": 84069 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9808058101331489, + "FN": 941, + "FP": 1168, + "IoU": 0.9623345775364778, + "TN": 644935, + "TP": 53884, + "n_pred": 55052, + "n_ref": 54825 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7774602328594664, + "FN": 13071, + "FP": 11146, + "IoU": 0.6359386040078775, + "TN": 634409, + "TP": 42302, + "n_pred": 53448, + "n_ref": 55373 + }, + "3": { + "Dice": 0.5643683702989393, + "FN": 10661, + "FP": 181, + "IoU": 0.3931150293870697, + "TN": 683063, + "TP": 7023, + "n_pred": 7204, + "n_ref": 17684 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4695, + "IoU": 0.0, + "TN": 696233, + "TP": 0, + "n_pred": 4695, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9776178608348626, + "FN": 1468, + "FP": 1325, + "IoU": 0.9562157077911898, + "TN": 637138, + "TP": 60997, + "n_pred": 62322, + "n_ref": 62465 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 45, + "IoU": 0.0, + "TN": 700883, + "TP": 0, + "n_pred": 45, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9442530307173457, + "FN": 260, + "FP": 5856, + "IoU": 0.8943933141090947, + "TN": 1168711, + "TP": 51797, + "n_pred": 57653, + "n_ref": 52057 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7414866349322592, + "FN": 969, + "FP": 443, + "IoU": 0.5891766075065464, + "TN": 1223187, + "TP": 2025, + "n_pred": 2468, + "n_ref": 2994 + }, + "12": { + "Dice": 0.4444444444444444, + "FN": 23, + "FP": 2, + "IoU": 0.2857142857142857, + "TN": 1226589, + "TP": 10, + "n_pred": 12, + "n_ref": 33 + }, + "13": { + "Dice": 0.18670640062192279, + "FN": 4691, + "FP": 7863, + "IoU": 0.10296534476598786, + "TN": 1212629, + "TP": 1441, + "n_pred": 9304, + "n_ref": 6132 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9243483543717875, + "FN": 6098, + "FP": 1747, + "IoU": 0.8593380190776734, + "TN": 1170852, + "TP": 47927, + "n_pred": 49674, + "n_ref": 54025 + }, + "3": { + "Dice": 0.7803488786044855, + "FN": 383, + "FP": 4553, + "IoU": 0.6398131932282545, + "TN": 1212920, + "TP": 8768, + "n_pred": 13321, + "n_ref": 9151 + }, + "4": { + "Dice": 0.799122532121592, + "FN": 525, + "FP": 116, + "IoU": 0.6654488517745303, + "TN": 1224708, + "TP": 1275, + "n_pred": 1391, + "n_ref": 1800 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9574352201086587, + "FN": 2183, + "FP": 4069, + "IoU": 0.9183460237439106, + "TN": 1150057, + "TP": 70315, + "n_pred": 74384, + "n_ref": 72498 + }, + "7": { + "Dice": 0.9404148889215831, + "FN": 2132, + "FP": 2323, + "IoU": 0.887531241321855, + "TN": 1187013, + "TP": 35156, + "n_pred": 37479, + "n_ref": 37288 + }, + "8": { + "Dice": 0.903448887312705, + "FN": 820, + "FP": 269, + "IoU": 0.8239003880983182, + "TN": 1220440, + "TP": 5095, + "n_pred": 5364, + "n_ref": 5915 + }, + "9": { + "Dice": 0.8946426691927165, + "FN": 986, + "FP": 3018, + "IoU": 0.8093696438773567, + "TN": 1205620, + "TP": 17000, + "n_pred": 20018, + "n_ref": 17986 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9662713783445563, + "FN": 305, + "FP": 827, + "IoU": 0.9347437597279068, + "TN": 858813, + "TP": 16215, + "n_pred": 17042, + "n_ref": 16520 + }, + "10": { + "Dice": 0.8881832154152959, + "FN": 4463, + "FP": 4340, + "IoU": 0.7988575345595795, + "TN": 832395, + "TP": 34962, + "n_pred": 39302, + "n_ref": 39425 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6913020277481323, + "FN": 1741, + "FP": 573, + "IoU": 0.528236493374108, + "TN": 871255, + "TP": 2591, + "n_pred": 3164, + "n_ref": 4332 + }, + "13": { + "Dice": 0.8905338973362296, + "FN": 2920, + "FP": 910, + "IoU": 0.8026688649595548, + "TN": 856751, + "TP": 15579, + "n_pred": 16489, + "n_ref": 18499 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9370242214532872, + "FN": 55, + "FP": 127, + "IoU": 0.8815104166666666, + "TN": 874624, + "TP": 1354, + "n_pred": 1481, + "n_ref": 1409 + }, + "3": { + "Dice": 0.9584686233314234, + "FN": 4230, + "FP": 5555, + "IoU": 0.9202493989160112, + "TN": 753465, + "TP": 112910, + "n_pred": 118465, + "n_ref": 117140 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9590619832640176, + "FN": 384, + "FP": 433, + "IoU": 0.9213439876769038, + "TN": 865773, + "TP": 9570, + "n_pred": 10003, + "n_ref": 9954 + }, + "9": { + "Dice": 0.9567933948843825, + "FN": 1281, + "FP": 268, + "IoU": 0.9171657754010695, + "TN": 857460, + "TP": 17151, + "n_pred": 17419, + "n_ref": 18432 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9427237205756218, + "FN": 287, + "FP": 314, + "IoU": 0.8916531458446006, + "TN": 1045845, + "TP": 4946, + "n_pred": 5260, + "n_ref": 5233 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.896293091013991, + "FN": 1009, + "FP": 429, + "IoU": 0.8120752744380554, + "TN": 1043740, + "TP": 6214, + "n_pred": 6643, + "n_ref": 7223 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 410, + "IoU": 0.0, + "TN": 1050982, + "TP": 0, + "n_pred": 410, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7909735833347787, + "FN": 4220, + "FP": 7831, + "IoU": 0.65422357396993, + "TN": 1016540, + "TP": 22801, + "n_pred": 30632, + "n_ref": 27021 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2775, + "IoU": 0.0, + "TN": 1048617, + "TP": 0, + "n_pred": 2775, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 17, + "FP": 0, + "IoU": 0.0, + "TN": 1051375, + "TP": 0, + "n_pred": 0, + "n_ref": 17 + }, + "5": { + "Dice": 0.7832047986289632, + "FN": 105, + "FP": 148, + "IoU": 0.643661971830986, + "TN": 1050682, + "TP": 457, + "n_pred": 605, + "n_ref": 562 + }, + "6": { + "Dice": 0.9123333333333333, + "FN": 1288, + "FP": 6076, + "IoU": 0.8387986515476555, + "TN": 1005710, + "TP": 38318, + "n_pred": 44394, + "n_ref": 39606 + }, + "7": { + "Dice": 0.3163265306122449, + "FN": 401, + "FP": 1, + "IoU": 0.18787878787878787, + "TN": 1050897, + "TP": 93, + "n_pred": 94, + "n_ref": 494 + }, + "8": { + "Dice": 0.6129032258064516, + "FN": 2, + "FP": 190, + "IoU": 0.4418604651162791, + "TN": 1051048, + "TP": 152, + "n_pred": 342, + "n_ref": 154 + }, + "9": { + "Dice": 0.7879016478464839, + "FN": 6218, + "FP": 2779, + "IoU": 0.6500311187179089, + "TN": 1025684, + "TP": 16711, + "n_pred": 19490, + "n_ref": 22929 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9232236528373867, + "FN": 77, + "FP": 84, + "IoU": 0.8573959255978743, + "TN": 1050263, + "TP": 968, + "n_pred": 1052, + "n_ref": 1045 + }, + "10": { + "Dice": 0.7491110795050491, + "FN": 1644, + "FP": 1884, + "IoU": 0.5988629903354179, + "TN": 1042597, + "TP": 5267, + "n_pred": 7151, + "n_ref": 6911 + }, + "11": { + "Dice": 0.753294289897511, + "FN": 547, + "FP": 1475, + "IoU": 0.6042278332354668, + "TN": 1046283, + "TP": 3087, + "n_pred": 4562, + "n_ref": 3634 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 31, + "IoU": 0.0, + "TN": 1051361, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "13": { + "Dice": 0.41634177145681184, + "FN": 4097, + "FP": 6532, + "IoU": 0.2628987517337032, + "TN": 1036972, + "TP": 3791, + "n_pred": 10323, + "n_ref": 7888 + }, + "14": { + "Dice": 0.5791234014646409, + "FN": 11552, + "FP": 26954, + "IoU": 0.407581771746823, + "TN": 986394, + "TP": 26492, + "n_pred": 53446, + "n_ref": 38044 + }, + "15": { + "Dice": 0.8999268977723058, + "FN": 738, + "FP": 4464, + "IoU": 0.8180609960828203, + "TN": 1022800, + "TP": 23390, + "n_pred": 27854, + "n_ref": 24128 + }, + "2": { + "Dice": 0.9672467598189435, + "FN": 414, + "FP": 751, + "IoU": 0.9365710241193445, + "TN": 1033025, + "TP": 17202, + "n_pred": 17953, + "n_ref": 17616 + }, + "3": { + "Dice": 0.9569718744020919, + "FN": 2843, + "FP": 1205, + "IoU": 0.917493834457738, + "TN": 1002329, + "TP": 45015, + "n_pred": 46220, + "n_ref": 47858 + }, + "4": { + "Dice": 0.5054945054945055, + "FN": 87, + "FP": 3, + "IoU": 0.3382352941176471, + "TN": 1051256, + "TP": 46, + "n_pred": 49, + "n_ref": 133 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9523994869299837, + "FN": 3419, + "FP": 1962, + "IoU": 0.9091246854575853, + "TN": 992179, + "TP": 53832, + "n_pred": 55794, + "n_ref": 57251 + }, + "7": { + "Dice": 0.976369985035274, + "FN": 637, + "FP": 5995, + "IoU": 0.953830945518845, + "TN": 907746, + "TP": 137014, + "n_pred": 143009, + "n_ref": 137651 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9030887106428828, + "FN": 987, + "FP": 2251, + "IoU": 0.8233015006821283, + "TN": 1033067, + "TP": 15087, + "n_pred": 17338, + "n_ref": 16074 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9796139429408601, + "FN": 1693, + "FP": 3539, + "IoU": 0.9600424625207158, + "TN": 745221, + "TP": 125707, + "n_pred": 129246, + "n_ref": 127400 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.9057813100884502, + "FN": 539, + "FP": 196, + "IoU": 0.827788191190253, + "TN": 871892, + "TP": 3533, + "n_pred": 3729, + "n_ref": 4072 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9821853048796774, + "FN": 404, + "FP": 263, + "IoU": 0.9649942269339771, + "TN": 857106, + "TP": 18387, + "n_pred": 18650, + "n_ref": 18791 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 876159, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "7": { + "Dice": 0.6707108578284343, + "FN": 5438, + "FP": 38476, + "IoU": 0.5045635569795909, + "TN": 787523, + "TP": 44723, + "n_pred": 83199, + "n_ref": 50161 + }, + "8": { + "Dice": 0.9430791850451585, + "FN": 151, + "FP": 120, + "IoU": 0.8922893481717011, + "TN": 873644, + "TP": 2245, + "n_pred": 2365, + "n_ref": 2396 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 96, + "IoU": 0.0, + "TN": 1051296, + "TP": 0, + "n_pred": 96, + "n_ref": 0 + }, + "10": { + "Dice": 0.8656802390466933, + "FN": 1690, + "FP": 2041, + "IoU": 0.7631712580931826, + "TN": 1035638, + "TP": 12023, + "n_pred": 14064, + "n_ref": 13713 + }, + "11": { + "Dice": 0.7716186252771619, + "FN": 127, + "FP": 182, + "IoU": 0.628158844765343, + "TN": 1050561, + "TP": 522, + "n_pred": 704, + "n_ref": 649 + }, + "12": { + "Dice": 0.8226069911793531, + "FN": 441, + "FP": 102, + "IoU": 0.6986681465038845, + "TN": 1049590, + "TP": 1259, + "n_pred": 1361, + "n_ref": 1700 + }, + "13": { + "Dice": 0.6062929186498565, + "FN": 7571, + "FP": 14101, + "IoU": 0.4350217680335775, + "TN": 1013033, + "TP": 16687, + "n_pred": 30788, + "n_ref": 24258 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9534988417683701, + "FN": 2606, + "FP": 3075, + "IoU": 0.9111302307391475, + "TN": 987467, + "TP": 58244, + "n_pred": 61319, + "n_ref": 60850 + }, + "3": { + "Dice": 0.9067594433399603, + "FN": 439, + "FP": 1437, + "IoU": 0.8294235315511911, + "TN": 1040394, + "TP": 9122, + "n_pred": 10559, + "n_ref": 9561 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9635671013106446, + "FN": 1170, + "FP": 1001, + "IoU": 0.9296955958549222, + "TN": 1020512, + "TP": 28709, + "n_pred": 29710, + "n_ref": 29879 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2648, + "IoU": 0.0, + "TN": 1048744, + "TP": 0, + "n_pred": 2648, + "n_ref": 0 + }, + "8": { + "Dice": 0.944886207842062, + "FN": 426, + "FP": 2187, + "IoU": 0.8955301455301455, + "TN": 1026380, + "TP": 22399, + "n_pred": 24586, + "n_ref": 22825 + }, + "9": { + "Dice": 0.9041644702161308, + "FN": 1209, + "FP": 1518, + "IoU": 0.8250913988839715, + "TN": 1035801, + "TP": 12864, + "n_pred": 14382, + "n_ref": 14073 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 95, + "IoU": 0.0, + "TN": 876065, + "TP": 0, + "n_pred": 95, + "n_ref": 0 + }, + "14": { + "Dice": 0.8881580352375867, + "FN": 356, + "FP": 4881, + "IoU": 0.7988167953593792, + "TN": 850129, + "TP": 20794, + "n_pred": 25675, + "n_ref": 21150 + }, + "15": { + "Dice": 0.8410944593997348, + "FN": 5550, + "FP": 2360, + "IoU": 0.7257661905422271, + "TN": 847316, + "TP": 20934, + "n_pred": 23294, + "n_ref": 26484 + }, + "2": { + "Dice": 0.8564593301435407, + "FN": 119, + "FP": 1, + "IoU": 0.7489539748953975, + "TN": 875682, + "TP": 358, + "n_pred": 359, + "n_ref": 477 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 75, + "IoU": 0.0, + "TN": 876085, + "TP": 0, + "n_pred": 75, + "n_ref": 0 + }, + "4": { + "Dice": 0.6995082245209429, + "FN": 3492, + "FP": 52, + "IoU": 0.5378797757204329, + "TN": 868491, + "TP": 4125, + "n_pred": 4177, + "n_ref": 7617 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9701104896672853, + "FN": 3523, + "FP": 6075, + "IoU": 0.9419558893787381, + "TN": 710803, + "TP": 155759, + "n_pred": 161834, + "n_ref": 159282 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1074, + "IoU": 0.0, + "TN": 875086, + "TP": 0, + "n_pred": 1074, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8851723075568857, + "FN": 3555, + "FP": 1663, + "IoU": 0.793999210422424, + "TN": 850830, + "TP": 20112, + "n_pred": 21775, + "n_ref": 23667 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7228384899233607, + "FN": 4982, + "FP": 19429, + "IoU": 0.5659726543747666, + "TN": 819917, + "TP": 31832, + "n_pred": 51261, + "n_ref": 36814 + }, + "15": { + "Dice": 0.8120133038577204, + "FN": 4644, + "FP": 4795, + "IoU": 0.6835205364626991, + "TN": 846335, + "TP": 20386, + "n_pred": 25181, + "n_ref": 25030 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7373299786231815, + "FN": 5618, + "FP": 8267, + "IoU": 0.5839451053246637, + "TN": 1018019, + "TP": 19488, + "n_pred": 27755, + "n_ref": 25106 + }, + "11": { + "Dice": 0.6397896581945661, + "FN": 394, + "FP": 17, + "IoU": 0.47036082474226804, + "TN": 1050616, + "TP": 365, + "n_pred": 382, + "n_ref": 759 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8130377441436916, + "FN": 4216, + "FP": 1738, + "IoU": 0.684973544973545, + "TN": 1032492, + "TP": 12946, + "n_pred": 14684, + "n_ref": 17162 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.924934744992228, + "FN": 7622, + "FP": 2616, + "IoU": 0.8603521885613739, + "TN": 978079, + "TP": 63075, + "n_pred": 65691, + "n_ref": 70697 + }, + "3": { + "Dice": 0.9028764092297966, + "FN": 1011, + "FP": 8207, + "IoU": 0.8229486785494776, + "TN": 999328, + "TP": 42846, + "n_pred": 51053, + "n_ref": 43857 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8738482854173882, + "FN": 75, + "FP": 1746, + "IoU": 0.7759596456692913, + "TN": 1043264, + "TP": 6307, + "n_pred": 8053, + "n_ref": 6382 + }, + "7": { + "Dice": 0.736661748607872, + "FN": 3594, + "FP": 1939, + "IoU": 0.5831072935503315, + "TN": 1038120, + "TP": 7739, + "n_pred": 9678, + "n_ref": 11333 + }, + "8": { + "Dice": 0.9139497594869054, + "FN": 648, + "FP": 157, + "IoU": 0.8415354330708661, + "TN": 1046312, + "TP": 4275, + "n_pred": 4432, + "n_ref": 4923 + }, + "9": { + "Dice": 0.90839066706551, + "FN": 1185, + "FP": 1265, + "IoU": 0.8321572925943687, + "TN": 1036795, + "TP": 12147, + "n_pred": 13412, + "n_ref": 13332 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0402.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8100418410041841, + "FN": 369, + "FP": 539, + "IoU": 0.680731364275668, + "TN": 873316, + "TP": 1936, + "n_pred": 2475, + "n_ref": 2305 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.35318424890617406, + "FN": 4177, + "FP": 1145, + "IoU": 0.2144649446494465, + "TN": 869385, + "TP": 1453, + "n_pred": 2598, + "n_ref": 5630 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6983435047951178, + "FN": 667, + "FP": 25, + "IoU": 0.5365036838580041, + "TN": 874667, + "TP": 801, + "n_pred": 826, + "n_ref": 1468 + }, + "5": { + "Dice": 0.5855034977367586, + "FN": 4950, + "FP": 2101, + "IoU": 0.4139306790790458, + "TN": 864129, + "TP": 4980, + "n_pred": 7081, + "n_ref": 9930 + }, + "6": { + "Dice": 0.9930042060601602, + "FN": 962, + "FP": 1320, + "IoU": 0.9861056143790452, + "TN": 711921, + "TP": 161957, + "n_pred": 163277, + "n_ref": 162919 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5052, + "IoU": 0.0, + "TN": 871108, + "TP": 0, + "n_pred": 5052, + "n_ref": 0 + }, + "8": { + "Dice": 0.941941438040104, + "FN": 1771, + "FP": 3765, + "IoU": 0.8902545396875743, + "TN": 825716, + "TP": 44908, + "n_pred": 48673, + "n_ref": 46679 + }, + "9": { + "Dice": 0.8764172335600907, + "FN": 1161, + "FP": 3417, + "IoU": 0.7800201816347124, + "TN": 855349, + "TP": 16233, + "n_pred": 19650, + "n_ref": 17394 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.5309202359759324, + "FN": 2742.6088888888894, + "FP": 2349.746666666667, + "IoU": 0.44733909147980816, + "TN": 938144.8688888889, + "TP": 8856.642222222223, + "n_pred": 11206.388888888889, + "n_ref": 11599.25111111111 + }, + "mean": { + "1": { + "Dice": 0.6291552754323566, + "FN": 11122.7, + "FP": 1135.5, + "IoU": 0.5783601564754256, + "TN": 923301.1333333333, + "TP": 16534.533333333333, + "n_pred": 17670.033333333333, + "n_ref": 27657.233333333334 + }, + "10": { + "Dice": 0.5538658719424978, + "FN": 1978.6, + "FP": 1924.0666666666666, + "IoU": 0.4451920179430175, + "TN": 941978.3, + "TP": 6212.9, + "n_pred": 8136.966666666666, + "n_ref": 8191.5 + }, + "11": { + "Dice": 0.315741808035399, + "FN": 45.4, + "FP": 46.733333333333334, + "IoU": 0.23506252226576418, + "TN": 951909.8333333334, + "TP": 91.9, + "n_pred": 138.63333333333333, + "n_ref": 137.3 + }, + "12": { + "Dice": 0.3569948022665858, + "FN": 233.73333333333332, + "FP": 266.8666666666667, + "IoU": 0.27767088306202276, + "TN": 951016.7333333333, + "TP": 576.5333333333333, + "n_pred": 843.4, + "n_ref": 810.2666666666667 + }, + "13": { + "Dice": 0.44627729537380645, + "FN": 2660.766666666667, + "FP": 1368.3, + "IoU": 0.34075069451321277, + "TN": 944298.5, + "TP": 3766.3, + "n_pred": 5134.6, + "n_ref": 6427.066666666667 + }, + "14": { + "Dice": 0.6232658248553297, + "FN": 1648.7666666666667, + "FP": 1632.4666666666667, + "IoU": 0.5150956697552941, + "TN": 944429.2, + "TP": 4383.433333333333, + "n_pred": 6015.9, + "n_ref": 6032.2 + }, + "15": { + "Dice": 0.3224271348439117, + "FN": 1828.5, + "FP": 695.3, + "IoU": 0.2519618358291974, + "TN": 946709.0333333333, + "TP": 2861.0333333333333, + "n_pred": 3556.3333333333335, + "n_ref": 4689.533333333334 + }, + "2": { + "Dice": 0.6682822952833367, + "FN": 2751.3333333333335, + "FP": 1252.0333333333333, + "IoU": 0.5711414399610469, + "TN": 936695.0, + "TP": 11395.5, + "n_pred": 12647.533333333333, + "n_ref": 14146.833333333334 + }, + "3": { + "Dice": 0.5522208875989946, + "FN": 1974.2333333333333, + "FP": 1672.2666666666667, + "IoU": 0.4894888836866045, + "TN": 937795.3, + "TP": 10652.066666666668, + "n_pred": 12324.333333333334, + "n_ref": 12626.3 + }, + "4": { + "Dice": 0.2892320585982352, + "FN": 1031.3666666666666, + "FP": 368.8333333333333, + "IoU": 0.23969975297494678, + "TN": 949501.1666666666, + "TP": 1192.5, + "n_pred": 1561.3333333333333, + "n_ref": 2223.866666666667 + }, + "5": { + "Dice": 0.57925475139168, + "FN": 1615.7666666666667, + "FP": 348.6666666666667, + "IoU": 0.45260278665533266, + "TN": 948550.3333333334, + "TP": 1579.1, + "n_pred": 1927.7666666666667, + "n_ref": 3194.866666666667 + }, + "6": { + "Dice": 0.7339383193011773, + "FN": 3763.766666666667, + "FP": 15602.333333333334, + "IoU": 0.6696637333665837, + "TN": 889156.1, + "TP": 43571.666666666664, + "n_pred": 59174.0, + "n_ref": 47335.433333333334 + }, + "7": { + "Dice": 0.4951115354435189, + "FN": 6374.433333333333, + "FP": 6588.066666666667, + "IoU": 0.41320391599435347, + "TN": 924990.2, + "TP": 14141.166666666666, + "n_pred": 20729.233333333334, + "n_ref": 20515.6 + }, + "8": { + "Dice": 0.7645638958408177, + "FN": 1978.1, + "FP": 1695.8666666666666, + "IoU": 0.6762702800061924, + "TN": 939019.0, + "TP": 9400.9, + "n_pred": 11096.766666666666, + "n_ref": 11379.0 + }, + "9": { + "Dice": 0.6334717834313393, + "FN": 2131.6666666666665, + "FP": 648.9, + "IoU": 0.5539217997081262, + "TN": 942823.2, + "TP": 6490.1, + "n_pred": 7139.0, + "n_ref": 8621.766666666666 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.03727136776716899, + "FN": 25107, + "FP": 0, + "IoU": 0.018989567459852304, + "TN": 850567, + "TP": 486, + "n_pred": 486, + "n_ref": 25593 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 283, + "IoU": 0.0, + "TN": 875877, + "TP": 0, + "n_pred": 283, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 875, + "IoU": 0.0, + "TN": 875285, + "TP": 0, + "n_pred": 875, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 656, + "FP": 0, + "IoU": 0.0, + "TN": 875504, + "TP": 0, + "n_pred": 0, + "n_ref": 656 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2501, + "IoU": 0.0, + "TN": 873659, + "TP": 0, + "n_pred": 2501, + "n_ref": 0 + }, + "5": { + "Dice": 0.75706583891521, + "FN": 4882, + "FP": 1066, + "IoU": 0.6090956887486856, + "TN": 860944, + "TP": 9268, + "n_pred": 10334, + "n_ref": 14150 + }, + "6": { + "Dice": 0.2784333238555587, + "FN": 465, + "FP": 19837, + "IoU": 0.16173252405136462, + "TN": 851941, + "TP": 3917, + "n_pred": 23754, + "n_ref": 4382 + }, + "7": { + "Dice": 0.6682753365506731, + "FN": 1686, + "FP": 926, + "IoU": 0.5018119397291627, + "TN": 870917, + "TP": 2631, + "n_pred": 3557, + "n_ref": 4317 + }, + "8": { + "Dice": 0.9603987624613269, + "FN": 978, + "FP": 1326, + "IoU": 0.9238145625289332, + "TN": 845918, + "TP": 27938, + "n_pred": 29264, + "n_ref": 28916 + }, + "9": { + "Dice": 0.0, + "FN": 108, + "FP": 0, + "IoU": 0.0, + "TN": 876052, + "TP": 0, + "n_pred": 0, + "n_ref": 108 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5779650812763396, + "FN": 591, + "FP": 110, + "IoU": 0.40643522438611346, + "TN": 1050211, + "TP": 480, + "n_pred": 590, + "n_ref": 1071 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4088786393773422, + "FN": 8862, + "FP": 1391, + "IoU": 0.2569751431263135, + "TN": 1037593, + "TP": 3546, + "n_pred": 4937, + "n_ref": 12408 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8937023666265543, + "FN": 86, + "FP": 179, + "IoU": 0.807831762146483, + "TN": 1050013, + "TP": 1114, + "n_pred": 1293, + "n_ref": 1200 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 2537, + "FP": 0, + "IoU": 0.0, + "TN": 1048855, + "TP": 0, + "n_pred": 0, + "n_ref": 2537 + }, + "8": { + "Dice": 0.562915498598318, + "FN": 870, + "FP": 10044, + "IoU": 0.3917066101883848, + "TN": 1033450, + "TP": 7028, + "n_pred": 17072, + "n_ref": 7898 + }, + "9": { + "Dice": 0.6582438408085913, + "FN": 10845, + "FP": 1598, + "IoU": 0.4905838041431262, + "TN": 1026966, + "TP": 11983, + "n_pred": 13581, + "n_ref": 22828 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7729625337968328, + "FN": 1005, + "FP": 1934, + "IoU": 0.6299420800805843, + "TN": 1218682, + "TP": 5003, + "n_pred": 6937, + "n_ref": 6008 + }, + "10": { + "Dice": 0.23121387283236994, + "FN": 46, + "FP": 353, + "IoU": 0.13071895424836602, + "TN": 1226165, + "TP": 60, + "n_pred": 413, + "n_ref": 106 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 5, + "FP": 0, + "IoU": 0.0, + "TN": 1226619, + "TP": 0, + "n_pred": 0, + "n_ref": 5 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 109, + "IoU": 0.0, + "TN": 1226515, + "TP": 0, + "n_pred": 109, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 348, + "IoU": 0.0, + "TN": 1226276, + "TP": 0, + "n_pred": 348, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9311832190861418, + "FN": 4927, + "FP": 2763, + "IoU": 0.8712281054288489, + "TN": 1166906, + "TP": 52028, + "n_pred": 54791, + "n_ref": 56955 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 1226615, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5100286532951289, + "FN": 607, + "FP": 932, + "IoU": 0.3423076923076923, + "TN": 1224284, + "TP": 801, + "n_pred": 1733, + "n_ref": 1408 + }, + "7": { + "Dice": 0.873634521681976, + "FN": 2887, + "FP": 20376, + "IoU": 0.7756226007446131, + "TN": 1122946, + "TP": 80415, + "n_pred": 100791, + "n_ref": 83302 + }, + "8": { + "Dice": 0.5539253941002029, + "FN": 5191, + "FP": 525, + "IoU": 0.38305450620615217, + "TN": 1217359, + "TP": 3549, + "n_pred": 4074, + "n_ref": 8740 + }, + "9": { + "Dice": 0.0, + "FN": 6688, + "FP": 0, + "IoU": 0.0, + "TN": 1219936, + "TP": 0, + "n_pred": 0, + "n_ref": 6688 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7317943128901219, + "FN": 33545, + "FP": 1646, + "IoU": 0.57703125, + "TN": 968192, + "TP": 48009, + "n_pred": 49655, + "n_ref": 81554 + }, + "15": { + "Dice": 0.5048325466396943, + "FN": 4145, + "FP": 15682, + "IoU": 0.33764281419122066, + "TN": 1021458, + "TP": 10107, + "n_pred": 25789, + "n_ref": 14252 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 447, + "IoU": 0.0, + "TN": 1050945, + "TP": 0, + "n_pred": 447, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.06627438835552803, + "FN": 16, + "FP": 6014, + "IoU": 0.03427290198590647, + "TN": 1045148, + "TP": 214, + "n_pred": 6228, + "n_ref": 230 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8051881993896236, + "FN": 78, + "FP": 688, + "IoU": 0.6739037888463176, + "TN": 873811, + "TP": 1583, + "n_pred": 2271, + "n_ref": 1661 + }, + "10": { + "Dice": 0.6676395476103612, + "FN": 3897, + "FP": 1569, + "IoU": 0.5010952902519168, + "TN": 865204, + "TP": 5490, + "n_pred": 7059, + "n_ref": 9387 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.45264452644526443, + "FN": 1398, + "FP": 3052, + "IoU": 0.29252782193958665, + "TN": 869870, + "TP": 1840, + "n_pred": 4892, + "n_ref": 3238 + }, + "13": { + "Dice": 0.7031360112755461, + "FN": 3569, + "FP": 3171, + "IoU": 0.5421817687814156, + "TN": 861438, + "TP": 7982, + "n_pred": 11153, + "n_ref": 11551 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7797384948007825, + "FN": 9107, + "FP": 1590, + "IoU": 0.6389929465762209, + "TN": 846529, + "TP": 18934, + "n_pred": 20524, + "n_ref": 28041 + }, + "3": { + "Dice": 0.7639696729659387, + "FN": 1073, + "FP": 9356, + "IoU": 0.6180832753506427, + "TN": 848853, + "TP": 16878, + "n_pred": 26234, + "n_ref": 17951 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 155, + "IoU": 0.0, + "TN": 876005, + "TP": 0, + "n_pred": 155, + "n_ref": 0 + }, + "7": { + "Dice": 0.7915329725587855, + "FN": 325, + "FP": 4028, + "IoU": 0.6549893001505904, + "TN": 863543, + "TP": 8264, + "n_pred": 12292, + "n_ref": 8589 + }, + "8": { + "Dice": 0.9197652560634543, + "FN": 546, + "FP": 2954, + "IoU": 0.8514494291413777, + "TN": 852599, + "TP": 20061, + "n_pred": 23015, + "n_ref": 20607 + }, + "9": { + "Dice": 0.20867379006913891, + "FN": 605, + "FP": 3172, + "IoU": 0.11649122807017544, + "TN": 871885, + "TP": 498, + "n_pred": 3670, + "n_ref": 1103 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7242647058823529, + "FN": 81, + "FP": 69, + "IoU": 0.5677233429394812, + "TN": 875813, + "TP": 197, + "n_pred": 266, + "n_ref": 278 + }, + "10": { + "Dice": 0.8135385136422327, + "FN": 2228, + "FP": 6581, + "IoU": 0.6856847213301934, + "TN": 848134, + "TP": 19217, + "n_pred": 25798, + "n_ref": 21445 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7698937087043953, + "FN": 405, + "FP": 1197, + "IoU": 0.6258757589911257, + "TN": 871878, + "TP": 2680, + "n_pred": 3877, + "n_ref": 3085 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 523, + "IoU": 0.0, + "TN": 875637, + "TP": 0, + "n_pred": 523, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8002357969199028, + "FN": 4852, + "FP": 570, + "IoU": 0.6669942267534701, + "TN": 859878, + "TP": 10860, + "n_pred": 11430, + "n_ref": 15712 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9671791403276017, + "FN": 2815, + "FP": 970, + "IoU": 0.9364442354837627, + "TN": 816606, + "TP": 55769, + "n_pred": 56739, + "n_ref": 58584 + }, + "7": { + "Dice": 0.8708341108415749, + "FN": 886, + "FP": 2575, + "IoU": 0.7712189317821259, + "TN": 861032, + "TP": 11667, + "n_pred": 14242, + "n_ref": 12553 + }, + "8": { + "Dice": 0.9338251247559124, + "FN": 363, + "FP": 857, + "IoU": 0.8758648758648758, + "TN": 866332, + "TP": 8608, + "n_pred": 9465, + "n_ref": 8971 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9345951629863302, + "FN": 768, + "FP": 165, + "IoU": 0.8772206869324911, + "TN": 1043793, + "TP": 6666, + "n_pred": 6831, + "n_ref": 7434 + }, + "10": { + "Dice": 0.6846362054520848, + "FN": 1658, + "FP": 17916, + "IoU": 0.520491903677029, + "TN": 1010571, + "TP": 21247, + "n_pred": 39163, + "n_ref": 22905 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.716398995930105, + "FN": 3191, + "FP": 8446, + "IoU": 0.5581165749003227, + "TN": 1025057, + "TP": 14698, + "n_pred": 23144, + "n_ref": 17889 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.33222591362126247, + "FN": 80, + "FP": 121, + "IoU": 0.199203187250996, + "TN": 1051141, + "TP": 50, + "n_pred": 171, + "n_ref": 130 + }, + "3": { + "Dice": 0.9036175520986205, + "FN": 3812, + "FP": 1442, + "IoU": 0.8241809724592578, + "TN": 1021509, + "TP": 24629, + "n_pred": 26071, + "n_ref": 28441 + }, + "4": { + "Dice": 0.4266666666666667, + "FN": 0, + "FP": 43, + "IoU": 0.2711864406779661, + "TN": 1051333, + "TP": 16, + "n_pred": 59, + "n_ref": 16 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.6270466949666464, + "FN": 6, + "FP": 609, + "IoU": 0.45671378091872794, + "TN": 1050260, + "TP": 517, + "n_pred": 1126, + "n_ref": 523 + }, + "8": { + "Dice": 0.8144453312051078, + "FN": 572, + "FP": 1288, + "IoU": 0.686974082800404, + "TN": 1045450, + "TP": 4082, + "n_pred": 5370, + "n_ref": 4654 + }, + "9": { + "Dice": 0.9058191499477037, + "FN": 3065, + "FP": 897, + "IoU": 0.8278514012600477, + "TN": 1028377, + "TP": 19053, + "n_pred": 19950, + "n_ref": 22118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5100489127802799, + "FN": 5421, + "FP": 4696, + "IoU": 0.34232594422414353, + "TN": 1036009, + "TP": 5266, + "n_pred": 9962, + "n_ref": 10687 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.691680625348967, + "FN": 491, + "FP": 2270, + "IoU": 0.5286787299419597, + "TN": 1045534, + "TP": 3097, + "n_pred": 5367, + "n_ref": 3588 + }, + "13": { + "Dice": 0.5670862028021848, + "FN": 1241, + "FP": 582, + "IoU": 0.39575737487570434, + "TN": 1048375, + "TP": 1194, + "n_pred": 1776, + "n_ref": 2435 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 84, + "IoU": 0.0, + "TN": 1051308, + "TP": 0, + "n_pred": 84, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 32, + "IoU": 0.0, + "TN": 1051360, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + }, + "4": { + "Dice": 0.7027027027027027, + "FN": 10, + "FP": 1, + "IoU": 0.5416666666666666, + "TN": 1051368, + "TP": 13, + "n_pred": 14, + "n_ref": 23 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 248, + "IoU": 0.0, + "TN": 1051144, + "TP": 0, + "n_pred": 248, + "n_ref": 0 + }, + "6": { + "Dice": 0.9716949055644319, + "FN": 2350, + "FP": 7057, + "IoU": 0.9449480614484272, + "TN": 880517, + "TP": 161468, + "n_pred": 168525, + "n_ref": 163818 + }, + "7": { + "Dice": 0.5704562373710518, + "FN": 16745, + "FP": 31723, + "IoU": 0.3990477607498884, + "TN": 970740, + "TP": 32184, + "n_pred": 63907, + "n_ref": 48929 + }, + "8": { + "Dice": 0.9339112002725312, + "FN": 2413, + "FP": 1079, + "IoU": 0.8760163323273567, + "TN": 1023227, + "TP": 24673, + "n_pred": 25752, + "n_ref": 27086 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9618641838935353, + "FN": 506, + "FP": 2394, + "IoU": 0.9265301986218079, + "TN": 836688, + "TP": 36572, + "n_pred": 38966, + "n_ref": 37078 + }, + "10": { + "Dice": 0.7348026763032667, + "FN": 11151, + "FP": 3673, + "IoU": 0.5807810865077345, + "TN": 840799, + "TP": 20537, + "n_pred": 24210, + "n_ref": 31688 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 55, + "IoU": 0.0, + "TN": 876105, + "TP": 0, + "n_pred": 55, + "n_ref": 0 + }, + "13": { + "Dice": 0.6775975761896276, + "FN": 7661, + "FP": 8620, + "IoU": 0.512398921832884, + "TN": 842770, + "TP": 17109, + "n_pred": 25729, + "n_ref": 24770 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.4858168761220826, + "FN": 662, + "FP": 10794, + "IoU": 0.3208442020393645, + "TN": 859292, + "TP": 5412, + "n_pred": 16206, + "n_ref": 6074 + }, + "3": { + "Dice": 0.9247311827956989, + "FN": 3960, + "FP": 156, + "IoU": 0.86, + "TN": 846760, + "TP": 25284, + "n_pred": 25440, + "n_ref": 29244 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9594515181194907, + "FN": 587, + "FP": 448, + "IoU": 0.9220632530120482, + "TN": 862880, + "TP": 12245, + "n_pred": 12693, + "n_ref": 12832 + }, + "7": { + "Dice": 0.17773199443260543, + "FN": 104474, + "FP": 93, + "IoU": 0.09753340007594849, + "TN": 760292, + "TP": 11301, + "n_pred": 11394, + "n_ref": 115775 + }, + "8": { + "Dice": 0.6554054054054054, + "FN": 0, + "FP": 102, + "IoU": 0.48743718592964824, + "TN": 875961, + "TP": 97, + "n_pred": 199, + "n_ref": 97 + }, + "9": { + "Dice": 0.843300687643259, + "FN": 911, + "FP": 3601, + "IoU": 0.7290578274184831, + "TN": 859507, + "TP": 12141, + "n_pred": 15742, + "n_ref": 13052 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9747379140175203, + "FN": 679, + "FP": 1256, + "IoU": 0.950720725309428, + "TN": 1012126, + "TP": 37331, + "n_pred": 38587, + "n_ref": 38010 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 132, + "IoU": 0.0, + "TN": 1051260, + "TP": 0, + "n_pred": 132, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7558869701726845, + "FN": 1131, + "FP": 113, + "IoU": 0.6075709779179811, + "TN": 1048222, + "TP": 1926, + "n_pred": 2039, + "n_ref": 3057 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8661063984727115, + "FN": 6383, + "FP": 420, + "IoU": 0.7638339234881621, + "TN": 1022586, + "TP": 22003, + "n_pred": 22423, + "n_ref": 28386 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 1051389, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "2": { + "Dice": 0.9449027667833402, + "FN": 10627, + "FP": 927, + "IoU": 0.8955598944209423, + "TN": 940764, + "TP": 99074, + "n_pred": 100001, + "n_ref": 109701 + }, + "3": { + "Dice": 0.3163426169206516, + "FN": 0, + "FP": 1301, + "IoU": 0.18789013732833956, + "TN": 1049790, + "TP": 301, + "n_pred": 1602, + "n_ref": 301 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9295241646082864, + "FN": 497, + "FP": 7064, + "IoU": 0.8683280218727687, + "TN": 993969, + "TP": 49862, + "n_pred": 56926, + "n_ref": 50359 + }, + "7": { + "Dice": 0.9739383487820651, + "FN": 1781, + "FP": 637, + "IoU": 0.9492006134582659, + "TN": 1003793, + "TP": 45181, + "n_pred": 45818, + "n_ref": 46962 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8732614195627274, + "FN": 20896, + "FP": 9311, + "IoU": 0.7750346306805487, + "TN": 741886, + "TP": 104067, + "n_pred": 113378, + "n_ref": 124963 + }, + "10": { + "Dice": 0.392578125, + "FN": 320, + "FP": 924, + "IoU": 0.244228432563791, + "TN": 874514, + "TP": 402, + "n_pred": 1326, + "n_ref": 722 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 876155, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 33, + "IoU": 0.0, + "TN": 876127, + "TP": 0, + "n_pred": 33, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 23103, + "IoU": 0.0, + "TN": 853057, + "TP": 0, + "n_pred": 23103, + "n_ref": 0 + }, + "7": { + "Dice": 0.5131560175277693, + "FN": 20298, + "FP": 3589, + "IoU": 0.34513104507073145, + "TN": 839684, + "TP": 12589, + "n_pred": 16178, + "n_ref": 32887 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 700901, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "13": { + "Dice": 0.8415883260839063, + "FN": 96, + "FP": 1033, + "IoU": 0.7265019379844961, + "TN": 696800, + "TP": 2999, + "n_pred": 4032, + "n_ref": 3095 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9310274345930233, + "FN": 5697, + "FP": 377, + "IoU": 0.8709554058934755, + "TN": 653859, + "TP": 40995, + "n_pred": 41372, + "n_ref": 46692 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4838, + "IoU": 0.0, + "TN": 696090, + "TP": 0, + "n_pred": 4838, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 12, + "FP": 41, + "IoU": 0.0, + "TN": 700875, + "TP": 0, + "n_pred": 41, + "n_ref": 12 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9901947244855683, + "FN": 1227, + "FP": 548, + "IoU": 0.9805798687089715, + "TN": 609528, + "TP": 89625, + "n_pred": 90173, + "n_ref": 90852 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 53, + "IoU": 0.0, + "TN": 700875, + "TP": 0, + "n_pred": 53, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9726715002788623, + "FN": 41, + "FP": 351, + "IoU": 0.9467969598262758, + "TN": 868792, + "TP": 6976, + "n_pred": 7327, + "n_ref": 7017 + }, + "10": { + "Dice": 0.6792437010019704, + "FN": 3255, + "FP": 4396, + "IoU": 0.5142839004570848, + "TN": 860408, + "TP": 8101, + "n_pred": 12497, + "n_ref": 11356 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8358009870614913, + "FN": 809, + "FP": 422, + "IoU": 0.7179193400549955, + "TN": 871796, + "TP": 3133, + "n_pred": 3555, + "n_ref": 3942 + }, + "13": { + "Dice": 0.7981670929241261, + "FN": 1671, + "FP": 5905, + "IoU": 0.6641248448306437, + "TN": 853604, + "TP": 14980, + "n_pred": 20885, + "n_ref": 16651 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8123364221546296, + "FN": 2523, + "FP": 130, + "IoU": 0.6839785586658725, + "TN": 867765, + "TP": 5742, + "n_pred": 5872, + "n_ref": 8265 + }, + "3": { + "Dice": 0.9463026725692737, + "FN": 949, + "FP": 2981, + "IoU": 0.8980782696646697, + "TN": 837601, + "TP": 34629, + "n_pred": 37610, + "n_ref": 35578 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6097560975609756, + "FN": 7, + "FP": 89, + "IoU": 0.43859649122807015, + "TN": 875989, + "TP": 75, + "n_pred": 164, + "n_ref": 82 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.5367125011233935, + "FN": 10293, + "FP": 17, + "IoU": 0.3667854071981329, + "TN": 859878, + "TP": 5972, + "n_pred": 5989, + "n_ref": 16265 + }, + "8": { + "Dice": 0.9682856107285248, + "FN": 846, + "FP": 204, + "IoU": 0.9385209906903215, + "TN": 859081, + "TP": 16029, + "n_pred": 16233, + "n_ref": 16875 + }, + "9": { + "Dice": 0.9665363947239863, + "FN": 565, + "FP": 805, + "IoU": 0.9352398960056724, + "TN": 855005, + "TP": 19785, + "n_pred": 20590, + "n_ref": 20350 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.001696984131709786, + "FN": 268164, + "FP": 92, + "IoU": 0.0008492126160218114, + "TN": 607676, + "TP": 228, + "n_pred": 320, + "n_ref": 268392 + }, + "10": { + "Dice": 0.7298821117375704, + "FN": 5149, + "FP": 2756, + "IoU": 0.5746569814366425, + "TN": 857575, + "TP": 10680, + "n_pred": 13436, + "n_ref": 15829 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 876149, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "12": { + "Dice": 0.7354552873965255, + "FN": 1939, + "FP": 330, + "IoU": 0.5815969020837175, + "TN": 870737, + "TP": 3154, + "n_pred": 3484, + "n_ref": 5093 + }, + "13": { + "Dice": 0.0, + "FN": 2, + "FP": 2677, + "IoU": 0.0, + "TN": 873481, + "TP": 0, + "n_pred": 2677, + "n_ref": 2 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 12138, + "IoU": 0.0, + "TN": 864022, + "TP": 0, + "n_pred": 12138, + "n_ref": 0 + }, + "3": { + "Dice": 0.6118855465884079, + "FN": 13739, + "FP": 15, + "IoU": 0.4408033826638478, + "TN": 851564, + "TP": 10842, + "n_pred": 10857, + "n_ref": 24581 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 434, + "IoU": 0.0, + "TN": 875726, + "TP": 0, + "n_pred": 434, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0011351882209285392, + "FN": 3, + "FP": 267490, + "IoU": 0.0005679164565002148, + "TN": 608515, + "TP": 152, + "n_pred": 267642, + "n_ref": 155 + }, + "7": { + "Dice": 0.7772020725388601, + "FN": 3, + "FP": 83, + "IoU": 0.635593220338983, + "TN": 875924, + "TP": 150, + "n_pred": 233, + "n_ref": 153 + }, + "8": { + "Dice": 0.9658633587424837, + "FN": 573, + "FP": 148, + "IoU": 0.933980404724842, + "TN": 865239, + "TP": 10200, + "n_pred": 10348, + "n_ref": 10773 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 91, + "IoU": 0.0, + "TN": 876069, + "TP": 0, + "n_pred": 91, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1459, + "IoU": 0.0, + "TN": 874701, + "TP": 0, + "n_pred": 1459, + "n_ref": 0 + }, + "11": { + "Dice": 0.5262771040058802, + "FN": 382, + "FP": 907, + "IoU": 0.3571072319201995, + "TN": 874155, + "TP": 716, + "n_pred": 1623, + "n_ref": 1098 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 876153, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 64, + "IoU": 0.0, + "TN": 876096, + "TP": 0, + "n_pred": 64, + "n_ref": 0 + }, + "14": { + "Dice": 0.595467727156797, + "FN": 992, + "FP": 41833, + "IoU": 0.4239615839879479, + "TN": 801816, + "TP": 31519, + "n_pred": 73352, + "n_ref": 32511 + }, + "15": { + "Dice": 0.34072155056611014, + "FN": 13742, + "FP": 0, + "IoU": 0.20534320245185914, + "TN": 858867, + "TP": 3551, + "n_pred": 3551, + "n_ref": 17293 + }, + "2": { + "Dice": 0.9403197720436917, + "FN": 5744, + "FP": 1419, + "IoU": 0.8873618165521362, + "TN": 812567, + "TP": 56430, + "n_pred": 57849, + "n_ref": 62174 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 876156, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9471668057346583, + "FN": 6400, + "FP": 1958, + "IoU": 0.8996361540401311, + "TN": 792883, + "TP": 74919, + "n_pred": 76877, + "n_ref": 81319 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 876159, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9552375905317082, + "FN": 2127, + "FP": 407, + "IoU": 0.9143108345732449, + "TN": 846588, + "TP": 27038, + "n_pred": 27445, + "n_ref": 29165 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 1051389, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 55, + "IoU": 0.0, + "TN": 1051337, + "TP": 0, + "n_pred": 55, + "n_ref": 0 + }, + "13": { + "Dice": 0.7752442996742671, + "FN": 1833, + "FP": 99, + "IoU": 0.6329787234042553, + "TN": 1046128, + "TP": 3332, + "n_pred": 3431, + "n_ref": 5165 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9117410093019849, + "FN": 819, + "FP": 386, + "IoU": 0.8377978193565756, + "TN": 1043963, + "TP": 6224, + "n_pred": 6610, + "n_ref": 7043 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.972755912725274, + "FN": 2867, + "FP": 2486, + "IoU": 0.9469569353336372, + "TN": 950474, + "TP": 95565, + "n_pred": 98051, + "n_ref": 98432 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 39, + "IoU": 0.0, + "TN": 1051353, + "TP": 0, + "n_pred": 39, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8637715645449138, + "FN": 380, + "FP": 78, + "IoU": 0.7602094240837697, + "TN": 1049482, + "TP": 1452, + "n_pred": 1530, + "n_ref": 1832 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 876144, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "10": { + "Dice": 0.6809140226861746, + "FN": 5098, + "FP": 725, + "IoU": 0.5162013958125623, + "TN": 864124, + "TP": 6213, + "n_pred": 6938, + "n_ref": 11311 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.374943010850734, + "FN": 19980, + "FP": 585, + "IoU": 0.23072606890360228, + "TN": 849427, + "TP": 6168, + "n_pred": 6753, + "n_ref": 26148 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9194531841638887, + "FN": 6658, + "FP": 3659, + "IoU": 0.8509147134475882, + "TN": 806958, + "TP": 58885, + "n_pred": 62544, + "n_ref": 65543 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8067179846046186, + "FN": 4654, + "FP": 2251, + "IoU": 0.6760497302369224, + "TN": 854845, + "TP": 14410, + "n_pred": 16661, + "n_ref": 19064 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.962750361346273, + "FN": 11774, + "FP": 4462, + "IoU": 0.9281761356849942, + "TN": 650107, + "TP": 209817, + "n_pred": 214279, + "n_ref": 221591 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 16919, + "IoU": 0.0, + "TN": 859241, + "TP": 0, + "n_pred": 16919, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 14219, + "IoU": 0.0, + "TN": 861941, + "TP": 0, + "n_pred": 14219, + "n_ref": 0 + }, + "9": { + "Dice": 0.331700307008949, + "FN": 20437, + "FP": 25, + "IoU": 0.19882537196554426, + "TN": 850620, + "TP": 5078, + "n_pred": 5103, + "n_ref": 25515 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.1347305389221557, + "FN": 23, + "FP": 555, + "IoU": 0.07223113964686999, + "TN": 700305, + "TP": 45, + "n_pred": 600, + "n_ref": 68 + }, + "10": { + "Dice": 0.947037799198527, + "FN": 424, + "FP": 65, + "IoU": 0.8994034149351985, + "TN": 696067, + "TP": 4372, + "n_pred": 4437, + "n_ref": 4796 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.3861003861003861, + "FN": 104, + "FP": 55, + "IoU": 0.23923444976076555, + "TN": 700719, + "TP": 50, + "n_pred": 105, + "n_ref": 154 + }, + "13": { + "Dice": 0.0, + "FN": 2, + "FP": 0, + "IoU": 0.0, + "TN": 700926, + "TP": 0, + "n_pred": 0, + "n_ref": 2 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9717971878075414, + "FN": 1716, + "FP": 2468, + "IoU": 0.9451415385018815, + "TN": 624659, + "TP": 72085, + "n_pred": 74553, + "n_ref": 73801 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4686186198686303, + "FN": 63511, + "FP": 318, + "IoU": 0.30601039424185095, + "TN": 608954, + "TP": 28145, + "n_pred": 28463, + "n_ref": 91656 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 28110, + "IoU": 0.0, + "TN": 672818, + "TP": 0, + "n_pred": 28110, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 649, + "FP": 0, + "IoU": 0.0, + "TN": 700279, + "TP": 0, + "n_pred": 0, + "n_ref": 649 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.8428683149852614, + "FN": 8533, + "FP": 1915, + "IoU": 0.7284117494151287, + "TN": 1012922, + "TP": 28022, + "n_pred": 29937, + "n_ref": 36555 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 1051362, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9611463605902901, + "FN": 353, + "FP": 192, + "IoU": 0.9251990118034586, + "TN": 1044106, + "TP": 6741, + "n_pred": 6933, + "n_ref": 7094 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9666860855926507, + "FN": 2927, + "FP": 790, + "IoU": 0.9355202442493842, + "TN": 818514, + "TP": 53929, + "n_pred": 54719, + "n_ref": 56856 + }, + "10": { + "Dice": 0.8145357316480311, + "FN": 1434, + "FP": 92, + "IoU": 0.6871027270863236, + "TN": 871283, + "TP": 3351, + "n_pred": 3443, + "n_ref": 4785 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 876155, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "13": { + "Dice": 0.2917139614074915, + "FN": 0, + "FP": 1248, + "IoU": 0.1707641196013289, + "TN": 874655, + "TP": 257, + "n_pred": 1505, + "n_ref": 257 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7707240293809025, + "FN": 852, + "FP": 22, + "IoU": 0.626973965002134, + "TN": 873817, + "TP": 1469, + "n_pred": 1491, + "n_ref": 2321 + }, + "3": { + "Dice": 0.9708801218086408, + "FN": 434, + "FP": 637, + "IoU": 0.9434081902245707, + "TN": 857235, + "TP": 17854, + "n_pred": 18491, + "n_ref": 18288 + }, + "4": { + "Dice": 0.09644649002778123, + "FN": 19699, + "FP": 2092, + "IoU": 0.05066655049228892, + "TN": 853206, + "TP": 1163, + "n_pred": 3255, + "n_ref": 20862 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8778180738478505, + "FN": 1172, + "FP": 10350, + "IoU": 0.7822422134865437, + "TN": 823248, + "TP": 41390, + "n_pred": 51740, + "n_ref": 42562 + }, + "7": { + "Dice": 0.8454396344678109, + "FN": 2041, + "FP": 29621, + "IoU": 0.7322610923666252, + "TN": 757903, + "TP": 86595, + "n_pred": 116216, + "n_ref": 88636 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9334028177113284, + "FN": 1923, + "FP": 9195, + "IoU": 0.8751221484651414, + "TN": 962361, + "TP": 77913, + "n_pred": 87108, + "n_ref": 79836 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 1051369, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 40, + "IoU": 0.0, + "TN": 1051352, + "TP": 0, + "n_pred": 40, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.5646551724137931, + "FN": 194, + "FP": 8, + "IoU": 0.3933933933933934, + "TN": 1051059, + "TP": 131, + "n_pred": 139, + "n_ref": 325 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.4920180461565157, + "FN": 10389, + "FP": 1321, + "IoU": 0.32627581842241526, + "TN": 1034011, + "TP": 5671, + "n_pred": 6992, + "n_ref": 16060 + }, + "6": { + "Dice": 0.7664310973082658, + "FN": 1898, + "FP": 41497, + "IoU": 0.6213119475011563, + "TN": 936799, + "TP": 71198, + "n_pred": 112695, + "n_ref": 73096 + }, + "7": { + "Dice": 0.6000328245527655, + "FN": 1688, + "FP": 3186, + "IoU": 0.42860492379835874, + "TN": 1042862, + "TP": 3656, + "n_pred": 6842, + "n_ref": 5344 + }, + "8": { + "Dice": 0.47671484285386556, + "FN": 34150, + "FP": 65, + "IoU": 0.31295180722891563, + "TN": 1001592, + "TP": 15585, + "n_pred": 15650, + "n_ref": 49735 + }, + "9": { + "Dice": 0.5651205185335224, + "FN": 1660, + "FP": 487, + "IoU": 0.39384528514963296, + "TN": 1047850, + "TP": 1395, + "n_pred": 1882, + "n_ref": 3055 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7623152709359606, + "FN": 38, + "FP": 348, + "IoU": 0.6159203980099502, + "TN": 699923, + "TP": 619, + "n_pred": 967, + "n_ref": 657 + }, + "11": { + "Dice": 0.7366901281357155, + "FN": 980, + "FP": 479, + "IoU": 0.5831428571428572, + "TN": 697428, + "TP": 2041, + "n_pred": 2520, + "n_ref": 3021 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7147971360381862, + "FN": 1851, + "FP": 61, + "IoU": 0.5561745589600743, + "TN": 696620, + "TP": 2396, + "n_pred": 2457, + "n_ref": 4247 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5071388995439629, + "FN": 23004, + "FP": 124, + "IoU": 0.3397093670596968, + "TN": 665901, + "TP": 11899, + "n_pred": 12023, + "n_ref": 34903 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 19681, + "IoU": 0.0, + "TN": 681247, + "TP": 0, + "n_pred": 19681, + "n_ref": 0 + }, + "4": { + "Dice": 0.8832022873481058, + "FN": 248, + "FP": 569, + "IoU": 0.7908346134152586, + "TN": 697022, + "TP": 3089, + "n_pred": 3658, + "n_ref": 3337 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9577547506798179, + "FN": 4041, + "FP": 6461, + "IoU": 0.9189341484689191, + "TN": 571379, + "TP": 119047, + "n_pred": 125508, + "n_ref": 123088 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 634, + "IoU": 0.0, + "TN": 700294, + "TP": 0, + "n_pred": 634, + "n_ref": 0 + }, + "8": { + "Dice": 0.35294117647058826, + "FN": 0, + "FP": 66, + "IoU": 0.21428571428571427, + "TN": 700844, + "TP": 18, + "n_pred": 84, + "n_ref": 18 + }, + "9": { + "Dice": 0.874533484967404, + "FN": 3597, + "FP": 4236, + "IoU": 0.7770408744164864, + "TN": 665796, + "TP": 27299, + "n_pred": 31535, + "n_ref": 30896 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9703648074867854, + "FN": 899, + "FP": 1153, + "IoU": 0.9424355485735125, + "TN": 665281, + "TP": 33595, + "n_pred": 34748, + "n_ref": 34494 + }, + "10": { + "Dice": 0.8459216307499178, + "FN": 7089, + "FP": 3221, + "IoU": 0.7329845643841293, + "TN": 662316, + "TP": 28302, + "n_pred": 31523, + "n_ref": 35391 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6749004631510522, + "FN": 10371, + "FP": 1632, + "IoU": 0.5093205788570027, + "TN": 676466, + "TP": 12459, + "n_pred": 14091, + "n_ref": 22830 + }, + "14": { + "Dice": 0.41252833298990316, + "FN": 7779, + "FP": 774, + "IoU": 0.259865005192108, + "TN": 689372, + "TP": 3003, + "n_pred": 3777, + "n_ref": 10782 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 453, + "IoU": 0.0, + "TN": 700475, + "TP": 0, + "n_pred": 453, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 647, + "FP": 0, + "IoU": 0.0, + "TN": 700281, + "TP": 0, + "n_pred": 0, + "n_ref": 647 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8727334350110151, + "FN": 291, + "FP": 1211, + "IoU": 0.7742032471437161, + "TN": 694276, + "TP": 5150, + "n_pred": 6361, + "n_ref": 5441 + }, + "7": { + "Dice": 0.8036273895330618, + "FN": 15813, + "FP": 4239, + "IoU": 0.6717199829737075, + "TN": 639846, + "TP": 41030, + "n_pred": 45269, + "n_ref": 56843 + }, + "8": { + "Dice": 0.8458106098165592, + "FN": 21, + "FP": 290, + "IoU": 0.7328178694158075, + "TN": 699764, + "TP": 853, + "n_pred": 1143, + "n_ref": 874 + }, + "9": { + "Dice": 0.9466454541926972, + "FN": 687, + "FP": 688, + "IoU": 0.8986959404700509, + "TN": 687355, + "TP": 12198, + "n_pred": 12886, + "n_ref": 12885 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8658074298711145, + "FN": 914, + "FP": 502, + "IoU": 0.7633689839572193, + "TN": 1045408, + "TP": 4568, + "n_pred": 5070, + "n_ref": 5482 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6753991880920163, + "FN": 14118, + "FP": 3873, + "IoU": 0.5098888525661981, + "TN": 1014684, + "TP": 18717, + "n_pred": 22590, + "n_ref": 32835 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 103, + "IoU": 0.0, + "TN": 1051289, + "TP": 0, + "n_pred": 103, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2128, + "IoU": 0.0, + "TN": 1049264, + "TP": 0, + "n_pred": 2128, + "n_ref": 0 + }, + "5": { + "Dice": 0.3563106164160646, + "FN": 28036, + "FP": 1631, + "IoU": 0.2167749089181055, + "TN": 1013514, + "TP": 8211, + "n_pred": 9842, + "n_ref": 36247 + }, + "6": { + "Dice": 0.6968458417849899, + "FN": 5330, + "FP": 54452, + "IoU": 0.5347378415608876, + "TN": 922901, + "TP": 68709, + "n_pred": 123161, + "n_ref": 74039 + }, + "7": { + "Dice": 0.05519132494079521, + "FN": 3290, + "FP": 34611, + "IoU": 0.028378794093519278, + "TN": 1012384, + "TP": 1107, + "n_pred": 35718, + "n_ref": 4397 + }, + "8": { + "Dice": 0.8787985008223906, + "FN": 4690, + "FP": 4300, + "IoU": 0.7838006829878312, + "TN": 1009810, + "TP": 32592, + "n_pred": 36892, + "n_ref": 37282 + }, + "9": { + "Dice": 0.8695035460992908, + "FN": 6901, + "FP": 459, + "IoU": 0.7691342534504392, + "TN": 1019512, + "TP": 24520, + "n_pred": 24979, + "n_ref": 31421 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1263, + "IoU": 0.0, + "TN": 1050129, + "TP": 0, + "n_pred": 1263, + "n_ref": 0 + }, + "10": { + "Dice": 0.6556671449067432, + "FN": 350, + "FP": 130, + "IoU": 0.48772678762006405, + "TN": 1050455, + "TP": 457, + "n_pred": 587, + "n_ref": 807 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8142364499967467, + "FN": 2742, + "FP": 113, + "IoU": 0.6866769095697981, + "TN": 1042280, + "TP": 6257, + "n_pred": 6370, + "n_ref": 8999 + }, + "14": { + "Dice": 0.9495600662078578, + "FN": 504, + "FP": 1812, + "IoU": 0.9039641731630452, + "TN": 1027276, + "TP": 21800, + "n_pred": 23612, + "n_ref": 22304 + }, + "15": { + "Dice": 0.7958307786633967, + "FN": 1769, + "FP": 1228, + "IoU": 0.6608961303462322, + "TN": 1042554, + "TP": 5841, + "n_pred": 7069, + "n_ref": 7610 + }, + "2": { + "Dice": 0.6666666666666666, + "FN": 0, + "FP": 14, + "IoU": 0.5, + "TN": 1051364, + "TP": 14, + "n_pred": 28, + "n_ref": 14 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8155695944568984, + "FN": 2282, + "FP": 1338, + "IoU": 0.688575361321404, + "TN": 1039768, + "TP": 8004, + "n_pred": 9342, + "n_ref": 10286 + }, + "6": { + "Dice": 0.9346860006019724, + "FN": 2030, + "FP": 1659, + "IoU": 0.877380754528835, + "TN": 1021307, + "TP": 26396, + "n_pred": 28055, + "n_ref": 28426 + }, + "7": { + "Dice": 0.8851063829787233, + "FN": 17, + "FP": 388, + "IoU": 0.7938931297709924, + "TN": 1049427, + "TP": 1560, + "n_pred": 1948, + "n_ref": 1577 + }, + "8": { + "Dice": 0.9504708652148323, + "FN": 1760, + "FP": 1606, + "IoU": 0.9056164652440906, + "TN": 1015729, + "TP": 32297, + "n_pred": 33903, + "n_ref": 34057 + }, + "9": { + "Dice": 0.8645654011080159, + "FN": 3197, + "FP": 1130, + "IoU": 0.7614400705700739, + "TN": 1033254, + "TP": 13811, + "n_pred": 14941, + "n_ref": 17008 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9056994442224563, + "FN": 2130, + "FP": 3062, + "IoU": 0.8276514522821576, + "TN": 1196499, + "TP": 24933, + "n_pred": 27995, + "n_ref": 27063 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7274595427690727, + "FN": 730, + "FP": 331, + "IoU": 0.5716592652402099, + "TN": 1224147, + "TP": 1416, + "n_pred": 1747, + "n_ref": 2146 + }, + "13": { + "Dice": 0.33773584905660375, + "FN": 2633, + "FP": 877, + "IoU": 0.20317820658342792, + "TN": 1222219, + "TP": 895, + "n_pred": 1772, + "n_ref": 3528 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9337267362687245, + "FN": 135, + "FP": 157, + "IoU": 0.8756917837377608, + "TN": 1224275, + "TP": 2057, + "n_pred": 2214, + "n_ref": 2192 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7625654131678228, + "FN": 1834, + "FP": 2068, + "IoU": 0.6162470495672698, + "TN": 1216456, + "TP": 6266, + "n_pred": 8334, + "n_ref": 8100 + }, + "6": { + "Dice": 0.9232314776056928, + "FN": 398, + "FP": 1436, + "IoU": 0.8574094231068263, + "TN": 1213762, + "TP": 11028, + "n_pred": 12464, + "n_ref": 11426 + }, + "7": { + "Dice": 0.9599123185758411, + "FN": 1788, + "FP": 626, + "IoU": 0.9229148039340912, + "TN": 1195308, + "TP": 28902, + "n_pred": 29528, + "n_ref": 30690 + }, + "8": { + "Dice": 0.8681950501921702, + "FN": 1709, + "FP": 11014, + "IoU": 0.767088932010398, + "TN": 1171998, + "TP": 41903, + "n_pred": 52917, + "n_ref": 43612 + }, + "9": { + "Dice": 0.9153685881535867, + "FN": 1528, + "FP": 1884, + "IoU": 0.8439443834613978, + "TN": 1204760, + "TP": 18452, + "n_pred": 20336, + "n_ref": 19980 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9113106591514684, + "FN": 9738, + "FP": 2677, + "IoU": 0.8370713526424232, + "TN": 975193, + "TP": 63784, + "n_pred": 66461, + "n_ref": 73522 + }, + "10": { + "Dice": 0.004511278195488722, + "FN": 38, + "FP": 1286, + "IoU": 0.002260738507912585, + "TN": 1050065, + "TP": 3, + "n_pred": 1289, + "n_ref": 41 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 87, + "IoU": 0.0, + "TN": 1051305, + "TP": 0, + "n_pred": 87, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7579471426301573, + "FN": 17033, + "FP": 5818, + "IoU": 0.6102374292147097, + "TN": 992764, + "TP": 35777, + "n_pred": 41595, + "n_ref": 52810 + }, + "3": { + "Dice": 0.7105684506285702, + "FN": 25247, + "FP": 2772, + "IoU": 0.5510710909586144, + "TN": 988979, + "TP": 34394, + "n_pred": 37166, + "n_ref": 59641 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 1051389, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "5": { + "Dice": 0.840752404459954, + "FN": 1043, + "FP": 2699, + "IoU": 0.7252569750367107, + "TN": 1037772, + "TP": 9878, + "n_pred": 12577, + "n_ref": 10921 + }, + "6": { + "Dice": 0.9166355279874449, + "FN": 2650, + "FP": 10736, + "IoU": 0.846100782947608, + "TN": 964413, + "TP": 73593, + "n_pred": 84329, + "n_ref": 76243 + }, + "7": { + "Dice": 0.8961138143969976, + "FN": 3039, + "FP": 1722, + "IoU": 0.8117809843842657, + "TN": 1026097, + "TP": 20534, + "n_pred": 22256, + "n_ref": 23573 + }, + "8": { + "Dice": 0.923895672681572, + "FN": 4308, + "FP": 597, + "IoU": 0.8585558567391429, + "TN": 1016714, + "TP": 29773, + "n_pred": 30370, + "n_ref": 34081 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8074039362699157, + "FN": 260, + "FP": 2206, + "IoU": 0.6770137524557956, + "TN": 868525, + "TP": 5169, + "n_pred": 7375, + "n_ref": 5429 + }, + "15": { + "Dice": 0.740018157584655, + "FN": 26666, + "FP": 252, + "IoU": 0.587324461887533, + "TN": 810932, + "TP": 38310, + "n_pred": 38562, + "n_ref": 64976 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9789413526437247, + "FN": 846, + "FP": 2065, + "IoU": 0.9587513461429462, + "TN": 1156052, + "TP": 67661, + "n_pred": 69726, + "n_ref": 68507 + }, + "10": { + "Dice": 0.7888224265690563, + "FN": 8127, + "FP": 3700, + "IoU": 0.651285528953886, + "TN": 1192708, + "TP": 22089, + "n_pred": 25789, + "n_ref": 30216 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9505167554024428, + "FN": 467, + "FP": 165, + "IoU": 0.9056997911071322, + "TN": 1219922, + "TP": 6070, + "n_pred": 6235, + "n_ref": 6537 + }, + "3": { + "Dice": 0.9425367324288956, + "FN": 2385, + "FP": 1084, + "IoU": 0.8913186503336571, + "TN": 1194705, + "TP": 28450, + "n_pred": 29534, + "n_ref": 30835 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9755118209481967, + "FN": 2000, + "FP": 3440, + "IoU": 0.9521943160447827, + "TN": 1112830, + "TP": 108354, + "n_pred": 111794, + "n_ref": 110354 + }, + "7": { + "Dice": 0.8757925707980875, + "FN": 1620, + "FP": 6823, + "IoU": 0.7790311183229082, + "TN": 1188415, + "TP": 29766, + "n_pred": 36589, + "n_ref": 31386 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0374.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.580725891001885, + "FN": 1622.0444444444445, + "FP": 1159.8933333333334, + "IoU": 0.500491860897364, + "TN": 882878.7244444444, + "TP": 8022.5377777777785, + "n_pred": 9182.43111111111, + "n_ref": 9644.582222222223 + }, + "mean": { + "1": { + "Dice": 0.7168338050269719, + "FN": 694.1666666666666, + "FP": 305.1333333333333, + "IoU": 0.6397746194133944, + "TN": 886449.3333333334, + "TP": 6234.566666666667, + "n_pred": 6539.7, + "n_ref": 6928.733333333334 + }, + "10": { + "Dice": 0.5664821032644165, + "FN": 2753.6666666666665, + "FP": 1381.5666666666666, + "IoU": 0.4468135880467294, + "TN": 883611.9333333333, + "TP": 5936.033333333334, + "n_pred": 7317.6, + "n_ref": 8689.7 + }, + "11": { + "Dice": 0.4453729601696492, + "FN": 265.1666666666667, + "FP": 286.6666666666667, + "IoU": 0.3185988381399291, + "TN": 892724.6, + "TP": 406.76666666666665, + "n_pred": 693.4333333333333, + "n_ref": 671.9333333333333 + }, + "12": { + "Dice": 0.20982956256326288, + "FN": 212.23333333333332, + "FP": 188.96666666666667, + "IoU": 0.15407229352377336, + "TN": 893019.7333333333, + "TP": 262.26666666666665, + "n_pred": 451.23333333333335, + "n_ref": 474.5 + }, + "13": { + "Dice": 0.48888967072823686, + "FN": 3043.4, + "FP": 1417.0666666666666, + "IoU": 0.3958842553382525, + "TN": 884411.0666666667, + "TP": 4811.666666666667, + "n_pred": 6228.733333333334, + "n_ref": 7855.066666666667 + }, + "14": { + "Dice": 0.5808118832161527, + "FN": 804.3, + "FP": 623.8, + "IoU": 0.5234370261727936, + "TN": 885110.5333333333, + "TP": 7144.566666666667, + "n_pred": 7768.366666666667, + "n_ref": 7948.866666666667 + }, + "15": { + "Dice": 0.5225440358357198, + "FN": 786.1, + "FP": 498.7, + "IoU": 0.43388006162919057, + "TN": 889915.3, + "TP": 2483.1, + "n_pred": 2981.8, + "n_ref": 3269.2 + }, + "2": { + "Dice": 0.7091377244048231, + "FN": 2279.266666666667, + "FP": 480.23333333333335, + "IoU": 0.6618277695218582, + "TN": 881407.1333333333, + "TP": 9516.566666666668, + "n_pred": 9996.8, + "n_ref": 11795.833333333334 + }, + "3": { + "Dice": 0.7521337522582675, + "FN": 522.3666666666667, + "FP": 2242.9333333333334, + "IoU": 0.7114856443075535, + "TN": 879767.9, + "TP": 11150.0, + "n_pred": 13392.933333333332, + "n_ref": 11672.366666666667 + }, + "4": { + "Dice": 0.28779539660900155, + "FN": 239.1, + "FP": 1285.9333333333334, + "IoU": 0.24132660961251942, + "TN": 890893.5333333333, + "TP": 1264.6333333333334, + "n_pred": 2550.5666666666666, + "n_ref": 1503.7333333333333 + }, + "5": { + "Dice": 0.431814316799277, + "FN": 401.73333333333335, + "FP": 417.8333333333333, + "IoU": 0.3152306497186146, + "TN": 892407.9666666667, + "TP": 455.6666666666667, + "n_pred": 873.5, + "n_ref": 857.4 + }, + "6": { + "Dice": 0.856656403604345, + "FN": 3174.0666666666666, + "FP": 2946.4666666666667, + "IoU": 0.7815133989779657, + "TN": 847845.9, + "TP": 39716.76666666667, + "n_pred": 42663.23333333333, + "n_ref": 42890.833333333336 + }, + "7": { + "Dice": 0.5502225773841604, + "FN": 7828.0, + "FP": 3731.7, + "IoU": 0.4612876331154184, + "TN": 863728.0666666667, + "TP": 18395.433333333334, + "n_pred": 22127.133333333335, + "n_ref": 26223.433333333334 + }, + "8": { + "Dice": 0.8594846573678576, + "FN": 364.73333333333335, + "FP": 619.2333333333333, + "IoU": 0.7842160153604983, + "TN": 886082.6666666666, + "TP": 6616.566666666667, + "n_pred": 7235.8, + "n_ref": 6981.3 + }, + "9": { + "Dice": 0.7328795157961325, + "FN": 962.3666666666667, + "FP": 972.1666666666666, + "IoU": 0.6380295105819682, + "TN": 885805.2, + "TP": 5943.466666666666, + "n_pred": 6915.633333333333, + "n_ref": 6905.833333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6794835007173601, + "FN": 278, + "FP": 1956, + "IoU": 0.5145588874402434, + "TN": 1046790, + "TP": 2368, + "n_pred": 4324, + "n_ref": 2646 + }, + "10": { + "Dice": 0.054514480408858604, + "FN": 321, + "FP": 234, + "IoU": 0.028021015761821366, + "TN": 1050821, + "TP": 16, + "n_pred": 250, + "n_ref": 337 + }, + "11": { + "Dice": 0.7489742633345766, + "FN": 549, + "FP": 797, + "IoU": 0.5986881335718545, + "TN": 1048038, + "TP": 2008, + "n_pred": 2805, + "n_ref": 2557 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 156, + "IoU": 0.0, + "TN": 1051236, + "TP": 0, + "n_pred": 156, + "n_ref": 0 + }, + "13": { + "Dice": 0.7062449474535166, + "FN": 2358, + "FP": 3456, + "IoU": 0.5458876825743966, + "TN": 1038589, + "TP": 6989, + "n_pred": 10445, + "n_ref": 9347 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.940568724955342, + "FN": 804, + "FP": 1658, + "IoU": 0.8878053226394459, + "TN": 1029448, + "TP": 19482, + "n_pred": 21140, + "n_ref": 20286 + }, + "3": { + "Dice": 0.9580205139050438, + "FN": 1524, + "FP": 4431, + "IoU": 0.919423584331236, + "TN": 977487, + "TP": 67950, + "n_pred": 72381, + "n_ref": 69474 + }, + "4": { + "Dice": 0.8204747774480712, + "FN": 412, + "FP": 556, + "IoU": 0.6955974842767295, + "TN": 1048212, + "TP": 2212, + "n_pred": 2768, + "n_ref": 2624 + }, + "5": { + "Dice": 0.7998721738435728, + "FN": 1909, + "FP": 596, + "IoU": 0.6664891492477699, + "TN": 1043881, + "TP": 5006, + "n_pred": 5602, + "n_ref": 6915 + }, + "6": { + "Dice": 0.9522948596786786, + "FN": 8501, + "FP": 4270, + "IoU": 0.9089340340418857, + "TN": 911153, + "TP": 127468, + "n_pred": 131738, + "n_ref": 135969 + }, + "7": { + "Dice": 0.9097045611199581, + "FN": 644, + "FP": 3155, + "IoU": 0.8343651900941751, + "TN": 1028456, + "TP": 19137, + "n_pred": 22292, + "n_ref": 19781 + }, + "8": { + "Dice": 0.8930609741554083, + "FN": 1330, + "FP": 4947, + "IoU": 0.8067842521624035, + "TN": 1018905, + "TP": 26210, + "n_pred": 31157, + "n_ref": 27540 + }, + "9": { + "Dice": 0.8702981772205247, + "FN": 2834, + "FP": 2090, + "IoU": 0.7703786606976311, + "TN": 1029948, + "TP": 16520, + "n_pred": 18610, + "n_ref": 19354 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.3526581669473178, + "FN": 2691, + "FP": 0, + "IoU": 0.21407710280373832, + "TN": 872736, + "TP": 733, + "n_pred": 733, + "n_ref": 3424 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9741704848698455, + "FN": 328, + "FP": 185, + "IoU": 0.9496417002061451, + "TN": 865973, + "TP": 9674, + "n_pred": 9859, + "n_ref": 10002 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9331568497683653, + "FN": 185, + "FP": 17, + "IoU": 0.8746898263027295, + "TN": 874548, + "TP": 1410, + "n_pred": 1427, + "n_ref": 1595 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7086903304773562, + "FN": 218, + "FP": 258, + "IoU": 0.5488151658767773, + "TN": 699873, + "TP": 579, + "n_pred": 837, + "n_ref": 797 + }, + "10": { + "Dice": 0.7215377033021193, + "FN": 880, + "FP": 815, + "IoU": 0.5643793369313801, + "TN": 697037, + "TP": 2196, + "n_pred": 3011, + "n_ref": 3076 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.33127847761994106, + "FN": 1931, + "FP": 564, + "IoU": 0.1985223257308063, + "TN": 697815, + "TP": 618, + "n_pred": 1182, + "n_ref": 2549 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 371, + "IoU": 0.0, + "TN": 700557, + "TP": 0, + "n_pred": 371, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 54, + "IoU": 0.0, + "TN": 700874, + "TP": 0, + "n_pred": 54, + "n_ref": 0 + }, + "3": { + "Dice": 0.9601692576579891, + "FN": 160, + "FP": 273, + "IoU": 0.9233899504600142, + "TN": 695276, + "TP": 5219, + "n_pred": 5492, + "n_ref": 5379 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 234, + "IoU": 0.0, + "TN": 700694, + "TP": 0, + "n_pred": 234, + "n_ref": 0 + }, + "5": { + "Dice": 0.18151179585941263, + "FN": 3295, + "FP": 105, + "IoU": 0.09981466772570824, + "TN": 697151, + "TP": 377, + "n_pred": 482, + "n_ref": 3672 + }, + "6": { + "Dice": 0.8384953381202443, + "FN": 7865, + "FP": 1177, + "IoU": 0.7219044104078243, + "TN": 668414, + "TP": 23472, + "n_pred": 24649, + "n_ref": 31337 + }, + "7": { + "Dice": 0.7780861590442862, + "FN": 5400, + "FP": 1956, + "IoU": 0.6367766146553426, + "TN": 680676, + "TP": 12896, + "n_pred": 14852, + "n_ref": 18296 + }, + "8": { + "Dice": 0.9481975821891582, + "FN": 869, + "FP": 1025, + "IoU": 0.9014978156854587, + "TN": 681700, + "TP": 17334, + "n_pred": 18359, + "n_ref": 18203 + }, + "9": { + "Dice": 0.7607934655775963, + "FN": 406, + "FP": 1029, + "IoU": 0.6139359698681732, + "TN": 697211, + "TP": 2282, + "n_pred": 3311, + "n_ref": 2688 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7962116991643454, + "FN": 3923, + "FP": 1564, + "IoU": 0.661421695668271, + "TN": 859954, + "TP": 10719, + "n_pred": 12283, + "n_ref": 14642 + }, + "10": { + "Dice": 0.37525427785090343, + "FN": 13962, + "FP": 1701, + "IoU": 0.23096185005155398, + "TN": 855793, + "TP": 4704, + "n_pred": 6405, + "n_ref": 18666 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 26, + "FP": 0, + "IoU": 0.0, + "TN": 876134, + "TP": 0, + "n_pred": 0, + "n_ref": 26 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 56, + "IoU": 0.0, + "TN": 876104, + "TP": 0, + "n_pred": 56, + "n_ref": 0 + }, + "3": { + "Dice": 0.9251941262397171, + "FN": 613, + "FP": 360, + "IoU": 0.8608011444921316, + "TN": 869170, + "TP": 6017, + "n_pred": 6377, + "n_ref": 6630 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.22841656987998452, + "FN": 90, + "FP": 5889, + "IoU": 0.12893356643356643, + "TN": 869296, + "TP": 885, + "n_pred": 6774, + "n_ref": 975 + }, + "6": { + "Dice": 0.653405131453912, + "FN": 382, + "FP": 5089, + "IoU": 0.48522770041400076, + "TN": 865532, + "TP": 5157, + "n_pred": 10246, + "n_ref": 5539 + }, + "7": { + "Dice": 0.4235194673014887, + "FN": 32248, + "FP": 34588, + "IoU": 0.26864871371201593, + "TN": 784773, + "TP": 24551, + "n_pred": 59139, + "n_ref": 56799 + }, + "8": { + "Dice": 0.9598352651466905, + "FN": 1016, + "FP": 876, + "IoU": 0.9227723580554308, + "TN": 851661, + "TP": 22607, + "n_pred": 23483, + "n_ref": 23623 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.3781145646031338, + "FN": 486, + "FP": 1935, + "IoU": 0.233132720937599, + "TN": 1223467, + "TP": 736, + "n_pred": 2671, + "n_ref": 1222 + }, + "11": { + "Dice": 0.0, + "FN": 70, + "FP": 0, + "IoU": 0.0, + "TN": 1226554, + "TP": 0, + "n_pred": 0, + "n_ref": 70 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5522716640523955, + "FN": 26988, + "FP": 5552, + "IoU": 0.3814746526259765, + "TN": 1174015, + "TP": 20069, + "n_pred": 25621, + "n_ref": 47057 + }, + "14": { + "Dice": 0.8945769883328795, + "FN": 4749, + "FP": 284, + "IoU": 0.8092621366582029, + "TN": 1200237, + "TP": 21354, + "n_pred": 21638, + "n_ref": 26103 + }, + "15": { + "Dice": 0.8627685985788888, + "FN": 2604, + "FP": 2205, + "IoU": 0.7586570310147546, + "TN": 1206698, + "TP": 15117, + "n_pred": 17322, + "n_ref": 17721 + }, + "2": { + "Dice": 0.8920971019142337, + "FN": 5922, + "FP": 4168, + "IoU": 0.8052123552123552, + "TN": 1174824, + "TP": 41710, + "n_pred": 45878, + "n_ref": 47632 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3318, + "IoU": 0.0, + "TN": 1223306, + "TP": 0, + "n_pred": 3318, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 13778, + "IoU": 0.0, + "TN": 1212846, + "TP": 0, + "n_pred": 13778, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8585431533593645, + "FN": 510, + "FP": 4743, + "IoU": 0.7521468340096253, + "TN": 1205430, + "TP": 15941, + "n_pred": 20684, + "n_ref": 16451 + }, + "7": { + "Dice": 0.16606920769624697, + "FN": 89999, + "FP": 1193, + "IoU": 0.09055369395244933, + "TN": 1126352, + "TP": 9080, + "n_pred": 10273, + "n_ref": 99079 + }, + "8": { + "Dice": 0.8566321058276725, + "FN": 287, + "FP": 114, + "IoU": 0.7492182614133833, + "TN": 1225025, + "TP": 1198, + "n_pred": 1312, + "n_ref": 1485 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7329921307628507, + "FN": 10347, + "FP": 2852, + "IoU": 0.578522161195555, + "TN": 844844, + "TP": 18117, + "n_pred": 20969, + "n_ref": 28464 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7632408402718313, + "FN": 8084, + "FP": 4911, + "IoU": 0.6171297251112224, + "TN": 842219, + "TP": 20946, + "n_pred": 25857, + "n_ref": 29030 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9267419251052639, + "FN": 4326, + "FP": 911, + "IoU": 0.8634846983994579, + "TN": 837798, + "TP": 33125, + "n_pred": 34036, + "n_ref": 37451 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4698, + "IoU": 0.0, + "TN": 871462, + "TP": 0, + "n_pred": 4698, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 71, + "IoU": 0.0, + "TN": 876089, + "TP": 0, + "n_pred": 71, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.922597019813329, + "FN": 2124, + "FP": 7330, + "IoU": 0.856315637491071, + "TN": 810363, + "TP": 56343, + "n_pred": 63673, + "n_ref": 58467 + }, + "7": { + "Dice": 0.35429300989466966, + "FN": 4234, + "FP": 1835, + "IoU": 0.2152831652443755, + "TN": 868426, + "TP": 1665, + "n_pred": 3500, + "n_ref": 5899 + }, + "8": { + "Dice": 0.6529562982005142, + "FN": 35, + "FP": 100, + "IoU": 0.4847328244274809, + "TN": 875898, + "TP": 127, + "n_pred": 227, + "n_ref": 162 + }, + "9": { + "Dice": 0.779123414071511, + "FN": 961, + "FP": 1337, + "IoU": 0.6381672177609825, + "TN": 869809, + "TP": 4053, + "n_pred": 5390, + "n_ref": 5014 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.4882246376811594, + "FN": 1519, + "FP": 741, + "IoU": 0.32294787297783106, + "TN": 872822, + "TP": 1078, + "n_pred": 1819, + "n_ref": 2597 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 76, + "IoU": 0.0, + "TN": 876084, + "TP": 0, + "n_pred": 76, + "n_ref": 0 + }, + "14": { + "Dice": 0.8241413224390982, + "FN": 6574, + "FP": 2724, + "IoU": 0.7008846710632137, + "TN": 845075, + "TP": 21787, + "n_pred": 24511, + "n_ref": 28361 + }, + "15": { + "Dice": 0.20674536256323778, + "FN": 2193, + "FP": 2511, + "IoU": 0.11529057739326688, + "TN": 870843, + "TP": 613, + "n_pred": 3124, + "n_ref": 2806 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9614611115426777, + "FN": 2109, + "FP": 6821, + "IoU": 0.925782483668822, + "TN": 755838, + "TP": 111392, + "n_pred": 118213, + "n_ref": 113501 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 73, + "IoU": 0.0, + "TN": 876087, + "TP": 0, + "n_pred": 73, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8102025506376594, + "FN": 1153, + "FP": 1124, + "IoU": 0.6809583858764187, + "TN": 869023, + "TP": 4860, + "n_pred": 5984, + "n_ref": 6013 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.42537147926369484, + "FN": 1095, + "FP": 1496, + "IoU": 0.2701408450704225, + "TN": 697378, + "TP": 959, + "n_pred": 2455, + "n_ref": 2054 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 41, + "IoU": 0.0, + "TN": 700887, + "TP": 0, + "n_pred": 41, + "n_ref": 0 + }, + "13": { + "Dice": 0.3652173913043478, + "FN": 6, + "FP": 67, + "IoU": 0.22340425531914893, + "TN": 700834, + "TP": 21, + "n_pred": 88, + "n_ref": 27 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8918241858346618, + "FN": 56, + "FP": 419, + "IoU": 0.8047677764077271, + "TN": 698495, + "TP": 1958, + "n_pred": 2377, + "n_ref": 2014 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.49714285714285716, + "FN": 6230, + "FP": 1338, + "IoU": 0.33079847908745247, + "TN": 689619, + "TP": 3741, + "n_pred": 5079, + "n_ref": 9971 + }, + "6": { + "Dice": 0.7942009567984388, + "FN": 27089, + "FP": 1174, + "IoU": 0.6586511751491582, + "TN": 618130, + "TP": 54535, + "n_pred": 55709, + "n_ref": 81624 + }, + "7": { + "Dice": 0.011252949361727872, + "FN": 1434, + "FP": 14909, + "IoU": 0.0056583110245801895, + "TN": 684492, + "TP": 93, + "n_pred": 15002, + "n_ref": 1527 + }, + "8": { + "Dice": 0.9380091900882361, + "FN": 1143, + "FP": 1056, + "IoU": 0.8832554682522828, + "TN": 682092, + "TP": 16637, + "n_pred": 17693, + "n_ref": 17780 + }, + "9": { + "Dice": 0.8707286744590897, + "FN": 3474, + "FP": 4323, + "IoU": 0.7710535588442565, + "TN": 666872, + "TP": 26259, + "n_pred": 30582, + "n_ref": 29733 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.5911047345767575, + "FN": 1828, + "FP": 1877, + "IoU": 0.4195519348268839, + "TN": 694545, + "TP": 2678, + "n_pred": 4555, + "n_ref": 4506 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 700921, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9302935010482181, + "FN": 1592, + "FP": 536, + "IoU": 0.869671729544341, + "TN": 684600, + "TP": 14200, + "n_pred": 14736, + "n_ref": 15792 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 700922, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9509659026314179, + "FN": 3619, + "FP": 1988, + "IoU": 0.9065157224315582, + "TN": 640950, + "TP": 54371, + "n_pred": 56359, + "n_ref": 57990 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.7177700348432056, + "FN": 219, + "FP": 348, + "IoU": 0.5597826086956522, + "TN": 699640, + "TP": 721, + "n_pred": 1069, + "n_ref": 940 + }, + "9": { + "Dice": 0.8709615898081398, + "FN": 1302, + "FP": 2081, + "IoU": 0.7714189189189189, + "TN": 686128, + "TP": 11417, + "n_pred": 13498, + "n_ref": 12719 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 9, + "FP": 0, + "IoU": 0.0, + "TN": 1051383, + "TP": 0, + "n_pred": 0, + "n_ref": 9 + }, + "10": { + "Dice": 0.6481042654028436, + "FN": 2519, + "FP": 3421, + "IoU": 0.4794040315512708, + "TN": 1039982, + "TP": 5470, + "n_pred": 8891, + "n_ref": 7989 + }, + "11": { + "Dice": 0.6536210680321872, + "FN": 1031, + "FP": 863, + "IoU": 0.4854659060038033, + "TN": 1047711, + "TP": 1787, + "n_pred": 2650, + "n_ref": 2818 + }, + "12": { + "Dice": 0.7182523478971009, + "FN": 874, + "FP": 506, + "IoU": 0.5603695444409047, + "TN": 1048253, + "TP": 1759, + "n_pred": 2265, + "n_ref": 2633 + }, + "13": { + "Dice": 0.859573365575611, + "FN": 171, + "FP": 3081, + "IoU": 0.7537296478606589, + "TN": 1038187, + "TP": 9953, + "n_pred": 13034, + "n_ref": 10124 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9288680564121541, + "FN": 1662, + "FP": 1798, + "IoU": 0.8671836013972593, + "TN": 1025341, + "TP": 22591, + "n_pred": 24389, + "n_ref": 24253 + }, + "3": { + "Dice": 0.9368194192377496, + "FN": 811, + "FP": 303, + "IoU": 0.8811479782353568, + "TN": 1042019, + "TP": 8259, + "n_pred": 8562, + "n_ref": 9070 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 361, + "IoU": 0.0, + "TN": 1051031, + "TP": 0, + "n_pred": 361, + "n_ref": 0 + }, + "5": { + "Dice": 0.6462750550341791, + "FN": 405, + "FP": 2648, + "IoU": 0.47740499828825744, + "TN": 1045550, + "TP": 2789, + "n_pred": 5437, + "n_ref": 3194 + }, + "6": { + "Dice": 0.8821196707047722, + "FN": 5485, + "FP": 8605, + "IoU": 0.7891002709215824, + "TN": 984583, + "TP": 52719, + "n_pred": 61324, + "n_ref": 58204 + }, + "7": { + "Dice": 0.9019846045550535, + "FN": 5566, + "FP": 11700, + "IoU": 0.8214680853263848, + "TN": 954681, + "TP": 79445, + "n_pred": 91145, + "n_ref": 85011 + }, + "8": { + "Dice": 0.9401972975213463, + "FN": 1963, + "FP": 1644, + "IoU": 0.8871437063921654, + "TN": 1019431, + "TP": 28354, + "n_pred": 29998, + "n_ref": 30317 + }, + "9": { + "Dice": 0.9149736391416771, + "FN": 2532, + "FP": 2532, + "IoU": 0.8432731886973477, + "TN": 1019081, + "TP": 27247, + "n_pred": 29779, + "n_ref": 29779 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9728169931366164, + "FN": 4556, + "FP": 870, + "IoU": 0.9470727091827776, + "TN": 773642, + "TP": 97092, + "n_pred": 97962, + "n_ref": 101648 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 150, + "IoU": 0.0, + "TN": 876010, + "TP": 0, + "n_pred": 150, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9656952284431455, + "FN": 4244, + "FP": 1578, + "IoU": 0.9336660286209096, + "TN": 788392, + "TP": 81946, + "n_pred": 83524, + "n_ref": 86190 + }, + "10": { + "Dice": 0.7863916182245314, + "FN": 9269, + "FP": 3188, + "IoU": 0.6479780710430384, + "TN": 840773, + "TP": 22930, + "n_pred": 26118, + "n_ref": 32199 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 876157, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "13": { + "Dice": 0.12019935502785108, + "FN": 3000, + "FP": 1, + "IoU": 0.06394260761072988, + "TN": 872954, + "TP": 205, + "n_pred": 206, + "n_ref": 3205 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9555257870060281, + "FN": 506, + "FP": 822, + "IoU": 0.9148390406566628, + "TN": 860566, + "TP": 14266, + "n_pred": 15088, + "n_ref": 14772 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6694817658349328, + "FN": 123, + "FP": 738, + "IoU": 0.5031736872475476, + "TN": 874427, + "TP": 872, + "n_pred": 1610, + "n_ref": 995 + }, + "6": { + "Dice": 0.9187866760192298, + "FN": 4832, + "FP": 4662, + "IoU": 0.8497737270166777, + "TN": 812962, + "TP": 53704, + "n_pred": 58366, + "n_ref": 58536 + }, + "7": { + "Dice": 0.8704170067909061, + "FN": 4299, + "FP": 3162, + "IoU": 0.7705649005196962, + "TN": 843641, + "TP": 25058, + "n_pred": 28220, + "n_ref": 29357 + }, + "8": { + "Dice": 0.9178509251386696, + "FN": 911, + "FP": 1118, + "IoU": 0.8481741993415145, + "TN": 862796, + "TP": 11335, + "n_pred": 12453, + "n_ref": 12246 + }, + "9": { + "Dice": 0.8471787072243346, + "FN": 6416, + "FP": 3632, + "IoU": 0.734874271088947, + "TN": 838261, + "TP": 27851, + "n_pred": 31483, + "n_ref": 34267 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.16967126193001061, + "FN": 783, + "FP": 0, + "IoU": 0.09269988412514485, + "TN": 700065, + "TP": 80, + "n_pred": 80, + "n_ref": 863 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 561, + "IoU": 0.0, + "TN": 700367, + "TP": 0, + "n_pred": 561, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7635594164160819, + "FN": 1230, + "FP": 893, + "IoU": 0.6175463880381913, + "TN": 870609, + "TP": 3428, + "n_pred": 4321, + "n_ref": 4658 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 90, + "IoU": 0.0, + "TN": 876070, + "TP": 0, + "n_pred": 90, + "n_ref": 0 + }, + "13": { + "Dice": 0.7900709219858156, + "FN": 3175, + "FP": 2745, + "IoU": 0.652989449003517, + "TN": 859100, + "TP": 11140, + "n_pred": 13885, + "n_ref": 14315 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 1221, + "IoU": 0.0, + "TN": 874939, + "TP": 0, + "n_pred": 1221, + "n_ref": 0 + }, + "6": { + "Dice": 0.6628407460545194, + "FN": 837, + "FP": 103, + "IoU": 0.4957081545064378, + "TN": 874296, + "TP": 924, + "n_pred": 1027, + "n_ref": 1761 + }, + "7": { + "Dice": 0.7329156203525368, + "FN": 30126, + "FP": 2739, + "IoU": 0.5784268452243516, + "TN": 798202, + "TP": 45093, + "n_pred": 47832, + "n_ref": 75219 + }, + "8": { + "Dice": 0.8745638520586183, + "FN": 39, + "FP": 2837, + "IoU": 0.7770888234382266, + "TN": 863258, + "TP": 10026, + "n_pred": 12863, + "n_ref": 10065 + }, + "9": { + "Dice": 0.8985310261906007, + "FN": 514, + "FP": 1427, + "IoU": 0.8157570004746084, + "TN": 865625, + "TP": 8594, + "n_pred": 10021, + "n_ref": 9108 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8697466467958271, + "FN": 212, + "FP": 225, + "IoU": 0.7695147679324894, + "TN": 699032, + "TP": 1459, + "n_pred": 1684, + "n_ref": 1671 + }, + "10": { + "Dice": 0.24563038918666977, + "FN": 3059, + "FP": 178, + "IoU": 0.14001062699256112, + "TN": 697164, + "TP": 527, + "n_pred": 705, + "n_ref": 3586 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6533592989289192, + "FN": 874, + "FP": 550, + "IoU": 0.485177151120752, + "TN": 698162, + "TP": 1342, + "n_pred": 1892, + "n_ref": 2216 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 700925, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "14": { + "Dice": 0.9041953663118347, + "FN": 1716, + "FP": 5781, + "IoU": 0.8251428571428572, + "TN": 658053, + "TP": 35378, + "n_pred": 41159, + "n_ref": 37094 + }, + "15": { + "Dice": 0.7750595253669641, + "FN": 7818, + "FP": 779, + "IoU": 0.6327323991797676, + "TN": 677520, + "TP": 14811, + "n_pred": 15590, + "n_ref": 22629 + }, + "2": { + "Dice": 0.8439908804690045, + "FN": 2738, + "FP": 136, + "IoU": 0.7300901577761082, + "TN": 690280, + "TP": 7774, + "n_pred": 7910, + "n_ref": 10512 + }, + "3": { + "Dice": 0.9429757059634962, + "FN": 5912, + "FP": 4092, + "IoU": 0.8921040994833853, + "TN": 608209, + "TP": 82715, + "n_pred": 86807, + "n_ref": 88627 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2541, + "IoU": 0.0, + "TN": 1048851, + "TP": 0, + "n_pred": 2541, + "n_ref": 0 + }, + "10": { + "Dice": 0.9220587911967109, + "FN": 797, + "FP": 2748, + "IoU": 0.8553887574447254, + "TN": 1026878, + "TP": 20969, + "n_pred": 23717, + "n_ref": 21766 + }, + "11": { + "Dice": 0.23872679045092837, + "FN": 101, + "FP": 186, + "IoU": 0.1355421686746988, + "TN": 1051060, + "TP": 45, + "n_pred": 231, + "n_ref": 146 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8352882205513784, + "FN": 3371, + "FP": 1558, + "IoU": 0.7171630228955069, + "TN": 1033965, + "TP": 12498, + "n_pred": 14056, + "n_ref": 15869 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.013241698763940286, + "FN": 39174, + "FP": 23, + "IoU": 0.006664977192093259, + "TN": 1011932, + "TP": 263, + "n_pred": 286, + "n_ref": 39437 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 39493, + "IoU": 0.0, + "TN": 1011899, + "TP": 0, + "n_pred": 39493, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9714088964814006, + "FN": 4149, + "FP": 169, + "IoU": 0.9444072510042228, + "TN": 973720, + "TP": 73354, + "n_pred": 73523, + "n_ref": 77503 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.948256880733945, + "FN": 24, + "FP": 399, + "IoU": 0.9016050244242847, + "TN": 1047093, + "TP": 3876, + "n_pred": 4275, + "n_ref": 3900 + }, + "9": { + "Dice": 0.59932513334059, + "FN": 3330, + "FP": 351, + "IoU": 0.4278831209201119, + "TN": 1044958, + "TP": 2753, + "n_pred": 3104, + "n_ref": 6083 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9130545965989004, + "FN": 3718, + "FP": 362, + "IoU": 0.8400188213151394, + "TN": 850657, + "TP": 21423, + "n_pred": 21785, + "n_ref": 25141 + }, + "10": { + "Dice": 0.798847513437606, + "FN": 4335, + "FP": 3973, + "IoU": 0.6650675267083249, + "TN": 851355, + "TP": 16497, + "n_pred": 20470, + "n_ref": 20832 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 60, + "IoU": 0.0, + "TN": 876100, + "TP": 0, + "n_pred": 60, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 181, + "IoU": 0.0, + "TN": 875979, + "TP": 0, + "n_pred": 181, + "n_ref": 0 + }, + "13": { + "Dice": 0.3672238156463258, + "FN": 2837, + "FP": 9959, + "IoU": 0.22490762614331578, + "TN": 859651, + "TP": 3713, + "n_pred": 13672, + "n_ref": 6550 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 4707, + "IoU": 0.0, + "TN": 871453, + "TP": 0, + "n_pred": 4707, + "n_ref": 0 + }, + "15": { + "Dice": 0.32920246331635367, + "FN": 8823, + "FP": 0, + "IoU": 0.19703312704768838, + "TN": 865172, + "TP": 2165, + "n_pred": 2165, + "n_ref": 10988 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9604273927748217, + "FN": 664, + "FP": 1173, + "IoU": 0.923867545277467, + "TN": 852031, + "TP": 22292, + "n_pred": 23465, + "n_ref": 22956 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5737649063032368, + "FN": 9244, + "FP": 5768, + "IoU": 0.4022933588150979, + "TN": 851044, + "TP": 10104, + "n_pred": 15872, + "n_ref": 19348 + }, + "7": { + "Dice": 0.8729358442836063, + "FN": 13954, + "FP": 512, + "IoU": 0.7745218760228814, + "TN": 812003, + "TP": 49691, + "n_pred": 50203, + "n_ref": 63645 + }, + "8": { + "Dice": 0.9286016451233843, + "FN": 82, + "FP": 1437, + "IoU": 0.8667193120996753, + "TN": 864763, + "TP": 9878, + "n_pred": 11315, + "n_ref": 9960 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 787, + "IoU": 0.0, + "TN": 875373, + "TP": 0, + "n_pred": 787, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 876148, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 876145, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9566960705693665, + "FN": 143, + "FP": 2557, + "IoU": 0.9169869331283628, + "TN": 843635, + "TP": 29825, + "n_pred": 32382, + "n_ref": 29968 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 876146, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 231, + "IoU": 0.0, + "TN": 875929, + "TP": 0, + "n_pred": 231, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8219584569732937, + "FN": 116, + "FP": 4, + "IoU": 0.6977329974811083, + "TN": 875763, + "TP": 277, + "n_pred": 281, + "n_ref": 393 + }, + "10": { + "Dice": 0.6543254469929565, + "FN": 3346, + "FP": 482, + "IoU": 0.4862434572540599, + "TN": 868709, + "TP": 3623, + "n_pred": 4105, + "n_ref": 6969 + }, + "11": { + "Dice": 0.5125348189415042, + "FN": 16, + "FP": 159, + "IoU": 0.3445692883895131, + "TN": 875893, + "TP": 92, + "n_pred": 251, + "n_ref": 108 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.59825307004156, + "FN": 30427, + "FP": 3793, + "IoU": 0.426791068527111, + "TN": 816461, + "TP": 25479, + "n_pred": 29272, + "n_ref": 55906 + }, + "14": { + "Dice": 0.9247729149463253, + "FN": 894, + "FP": 928, + "IoU": 0.8600721910759542, + "TN": 863139, + "TP": 11199, + "n_pred": 12127, + "n_ref": 12093 + }, + "15": { + "Dice": 0.19180887372013652, + "FN": 6, + "FP": 2362, + "IoU": 0.10607776519441299, + "TN": 873511, + "TP": 281, + "n_pred": 2643, + "n_ref": 287 + }, + "2": { + "Dice": 0.8982825885854483, + "FN": 2209, + "FP": 320, + "IoU": 0.8153475467289719, + "TN": 862464, + "TP": 11167, + "n_pred": 11487, + "n_ref": 13376 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4949, + "IoU": 0.0, + "TN": 871211, + "TP": 0, + "n_pred": 4949, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9532050150097122, + "FN": 696, + "FP": 1159, + "IoU": 0.9105937921727395, + "TN": 855412, + "TP": 18893, + "n_pred": 20052, + "n_ref": 19589 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 97, + "IoU": 0.0, + "TN": 876063, + "TP": 0, + "n_pred": 97, + "n_ref": 0 + }, + "8": { + "Dice": 0.24495476687543494, + "FN": 1079, + "FP": 6, + "IoU": 0.13957176843774782, + "TN": 874899, + "TP": 176, + "n_pred": 182, + "n_ref": 1255 + }, + "9": { + "Dice": 0.8776141116566648, + "FN": 1098, + "FP": 1594, + "IoU": 0.7819183408943616, + "TN": 863816, + "TP": 9652, + "n_pred": 11246, + "n_ref": 10750 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7755683476758171, + "FN": 16801, + "FP": 2420, + "IoU": 0.6334108941104669, + "TN": 998960, + "TP": 33211, + "n_pred": 35631, + "n_ref": 50012 + }, + "11": { + "Dice": 0.2866629773104593, + "FN": 1215, + "FP": 74, + "IoU": 0.16731266149870802, + "TN": 1049844, + "TP": 259, + "n_pred": 333, + "n_ref": 1474 + }, + "12": { + "Dice": 0.0, + "FN": 11, + "FP": 863, + "IoU": 0.0, + "TN": 1050518, + "TP": 0, + "n_pred": 863, + "n_ref": 11 + }, + "13": { + "Dice": 0.15537993920972645, + "FN": 6946, + "FP": 1, + "IoU": 0.08423411547587661, + "TN": 1043806, + "TP": 639, + "n_pred": 640, + "n_ref": 7585 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9724366651312759, + "FN": 2389, + "FP": 603, + "IoU": 0.9463520467626544, + "TN": 995621, + "TP": 52779, + "n_pred": 53382, + "n_ref": 55168 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 8755, + "IoU": 0.0, + "TN": 1042637, + "TP": 0, + "n_pred": 8755, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8971849480897862, + "FN": 2125, + "FP": 17919, + "IoU": 0.813540717036596, + "TN": 943894, + "TP": 87454, + "n_pred": 105373, + "n_ref": 89579 + }, + "7": { + "Dice": 0.9024512473075793, + "FN": 26844, + "FP": 13644, + "IoU": 0.8222425155089981, + "TN": 823621, + "TP": 187283, + "n_pred": 200927, + "n_ref": 214127 + }, + "8": { + "Dice": 0.9589381999170469, + "FN": 89, + "FP": 901, + "IoU": 0.9211155378486056, + "TN": 1038842, + "TP": 11560, + "n_pred": 12461, + "n_ref": 11649 + }, + "9": { + "Dice": 0.9512524953313156, + "FN": 115, + "FP": 642, + "IoU": 0.9070367186540587, + "TN": 1043249, + "TP": 7386, + "n_pred": 8028, + "n_ref": 7501 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8569991196075966, + "FN": 2462, + "FP": 2086, + "IoU": 0.7497799295774648, + "TN": 1033216, + "TP": 13628, + "n_pred": 15714, + "n_ref": 16090 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7317073170731707, + "FN": 1302, + "FP": 854, + "IoU": 0.5769230769230769, + "TN": 1046296, + "TP": 2940, + "n_pred": 3794, + "n_ref": 4242 + }, + "13": { + "Dice": 0.9087672858381635, + "FN": 621, + "FP": 1378, + "IoU": 0.8327896277708072, + "TN": 1039437, + "TP": 9956, + "n_pred": 11334, + "n_ref": 10577 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 3719, + "FP": 113, + "IoU": 0.0, + "TN": 1047560, + "TP": 0, + "n_pred": 113, + "n_ref": 3719 + }, + "3": { + "Dice": 0.8217399804496579, + "FN": 616, + "FP": 3943, + "IoU": 0.6974181987124178, + "TN": 1036325, + "TP": 10508, + "n_pred": 14451, + "n_ref": 11124 + }, + "4": { + "Dice": 0.780844295417419, + "FN": 2368, + "FP": 181, + "IoU": 0.6404795486600846, + "TN": 1044302, + "TP": 4541, + "n_pred": 4722, + "n_ref": 6909 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9166051660516605, + "FN": 18, + "FP": 95, + "IoU": 0.8460490463215259, + "TN": 1050658, + "TP": 621, + "n_pred": 716, + "n_ref": 639 + }, + "7": { + "Dice": 0.9321092927900142, + "FN": 557, + "FP": 3185, + "IoU": 0.87285083248386, + "TN": 1021962, + "TP": 25688, + "n_pred": 28873, + "n_ref": 26245 + }, + "8": { + "Dice": 0.9526289963386555, + "FN": 574, + "FP": 681, + "IoU": 0.9095430301282975, + "TN": 1037518, + "TP": 12619, + "n_pred": 13300, + "n_ref": 13193 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9223836881829447, + "FN": 4520, + "FP": 303, + "IoU": 0.855948149696843, + "TN": 842679, + "TP": 28658, + "n_pred": 28961, + "n_ref": 33178 + }, + "10": { + "Dice": 0.8891736978888533, + "FN": 917, + "FP": 2196, + "IoU": 0.800461508877636, + "TN": 860559, + "TP": 12488, + "n_pred": 14684, + "n_ref": 13405 + }, + "11": { + "Dice": 0.7397133610725843, + "FN": 367, + "FP": 759, + "IoU": 0.586940572267058, + "TN": 873434, + "TP": 1600, + "n_pred": 2359, + "n_ref": 1967 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8741715049067461, + "FN": 2691, + "FP": 2207, + "IoU": 0.7764695144213216, + "TN": 854248, + "TP": 17014, + "n_pred": 19221, + "n_ref": 19705 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9687616016971625, + "FN": 354, + "FP": 235, + "IoU": 0.9394157580744703, + "TN": 866438, + "TP": 9133, + "n_pred": 9368, + "n_ref": 9487 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7700440528634361, + "FN": 47, + "FP": 214, + "IoU": 0.6260744985673352, + "TN": 875462, + "TP": 437, + "n_pred": 651, + "n_ref": 484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9206488071312038, + "FN": 1947, + "FP": 4765, + "IoU": 0.8529650156629938, + "TN": 830511, + "TP": 38937, + "n_pred": 43702, + "n_ref": 40884 + }, + "7": { + "Dice": 0.6465183752417795, + "FN": 1270, + "FP": 192, + "IoU": 0.47767059664165773, + "TN": 873361, + "TP": 1337, + "n_pred": 1529, + "n_ref": 2607 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9026408943896911, + "FN": 1770, + "FP": 2053, + "IoU": 0.8225574379206312, + "TN": 854615, + "TP": 17722, + "n_pred": 19775, + "n_ref": 19492 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9349570800474563, + "FN": 2949, + "FP": 779, + "IoU": 0.8778585938011926, + "TN": 670406, + "TP": 26794, + "n_pred": 27573, + "n_ref": 29743 + }, + "15": { + "Dice": 0.9174695810163519, + "FN": 350, + "FP": 1149, + "IoU": 0.8475231410843251, + "TN": 691097, + "TP": 8332, + "n_pred": 9481, + "n_ref": 8682 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.626064629258517, + "FN": 851, + "FP": 11091, + "IoU": 0.45567254660649986, + "TN": 854221, + "TP": 9997, + "n_pred": 21088, + "n_ref": 10848 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5030164343665487, + "FN": 1349, + "FP": 1040, + "IoU": 0.3360200111172874, + "TN": 872562, + "TP": 1209, + "n_pred": 2249, + "n_ref": 2558 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.933579335793358, + "FN": 27, + "FP": 9, + "IoU": 0.8754325259515571, + "TN": 875871, + "TP": 253, + "n_pred": 262, + "n_ref": 280 + }, + "4": { + "Dice": 0.8475642727228039, + "FN": 1487, + "FP": 1614, + "IoU": 0.7354547005630439, + "TN": 864438, + "TP": 8621, + "n_pred": 10235, + "n_ref": 10108 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9803998067848252, + "FN": 2059, + "FP": 2161, + "IoU": 0.9615531786957234, + "TN": 766398, + "TP": 105542, + "n_pred": 107703, + "n_ref": 107601 + }, + "7": { + "Dice": 0.5865162037037037, + "FN": 14271, + "FP": 19, + "IoU": 0.4149437052200614, + "TN": 851735, + "TP": 10135, + "n_pred": 10154, + "n_ref": 24406 + }, + "8": { + "Dice": 0.9586482529381505, + "FN": 1140, + "FP": 950, + "IoU": 0.9205806353549172, + "TN": 849844, + "TP": 24226, + "n_pred": 25176, + "n_ref": 25366 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9753684635574399, + "FN": 190, + "FP": 54, + "IoU": 0.9519211822660099, + "TN": 871085, + "TP": 4831, + "n_pred": 4885, + "n_ref": 5021 + }, + "10": { + "Dice": 0.458117123795404, + "FN": 2006, + "FP": 187, + "IoU": 0.2971153846153846, + "TN": 873040, + "TP": 927, + "n_pred": 1114, + "n_ref": 2933 + }, + "11": { + "Dice": 0.6595413913719393, + "FN": 164, + "FP": 1588, + "IoU": 0.49202667439837633, + "TN": 872711, + "TP": 1697, + "n_pred": 3285, + "n_ref": 1861 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9041117512429958, + "FN": 627, + "FP": 588, + "IoU": 0.8250036007489557, + "TN": 869217, + "TP": 5728, + "n_pred": 6316, + "n_ref": 6355 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9102730819245773, + "FN": 506, + "FP": 2185, + "IoU": 0.8353221957040573, + "TN": 859819, + "TP": 13650, + "n_pred": 15835, + "n_ref": 14156 + }, + "3": { + "Dice": 0.9498042580575964, + "FN": 2617, + "FP": 2999, + "IoU": 0.9044068835214216, + "TN": 817411, + "TP": 53133, + "n_pred": 56132, + "n_ref": 55750 + }, + "4": { + "Dice": 0.0, + "FN": 81, + "FP": 255, + "IoU": 0.0, + "TN": 875824, + "TP": 0, + "n_pred": 255, + "n_ref": 81 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9667696873165055, + "FN": 5889, + "FP": 3562, + "IoU": 0.9356768529231607, + "TN": 729230, + "TP": 137479, + "n_pred": 141041, + "n_ref": 143368 + }, + "7": { + "Dice": 0.7753134040501446, + "FN": 208, + "FP": 25, + "IoU": 0.6330708661417322, + "TN": 875525, + "TP": 402, + "n_pred": 427, + "n_ref": 610 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7724483736887247, + "FN": 2966, + "FP": 3932, + "IoU": 0.6292593786950446, + "TN": 857554, + "TP": 11708, + "n_pred": 15640, + "n_ref": 14674 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9761794681086297, + "FN": 1599, + "FP": 771, + "IoU": 0.9534673682557135, + "TN": 649996, + "TP": 48562, + "n_pred": 49333, + "n_ref": 50161 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9494130494130494, + "FN": 3397, + "FP": 309, + "IoU": 0.9036977366629421, + "TN": 1012909, + "TP": 34777, + "n_pred": 35086, + "n_ref": 38174 + }, + "10": { + "Dice": 0.6423885492768749, + "FN": 9022, + "FP": 572, + "IoU": 0.4731755532370545, + "TN": 1033181, + "TP": 8617, + "n_pred": 9189, + "n_ref": 17639 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 814, + "IoU": 0.0, + "TN": 1050578, + "TP": 0, + "n_pred": 814, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.963790818170864, + "FN": 2599, + "FP": 1007, + "IoU": 0.9301122158265015, + "TN": 999795, + "TP": 47991, + "n_pred": 48998, + "n_ref": 50590 + }, + "3": { + "Dice": 0.961571038679926, + "FN": 622, + "FP": 603, + "IoU": 0.9259863452359374, + "TN": 1034841, + "TP": 15326, + "n_pred": 15929, + "n_ref": 15948 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9538455809796876, + "FN": 876, + "FP": 1603, + "IoU": 0.9117636590140594, + "TN": 1023297, + "TP": 25616, + "n_pred": 27219, + "n_ref": 26492 + }, + "7": { + "Dice": 0.7976378170552928, + "FN": 1438, + "FP": 13194, + "IoU": 0.6633923025604453, + "TN": 1007923, + "TP": 28837, + "n_pred": 42031, + "n_ref": 30275 + }, + "8": { + "Dice": 0.9201369081574444, + "FN": 142, + "FP": 138, + "IoU": 0.8520866349709456, + "TN": 1049499, + "TP": 1613, + "n_pred": 1751, + "n_ref": 1755 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0400.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 463, + "IoU": 0.0, + "TN": 1226161, + "TP": 0, + "n_pred": 463, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2765, + "IoU": 0.0, + "TN": 1223859, + "TP": 0, + "n_pred": 2765, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2474, + "IoU": 0.0, + "TN": 1224150, + "TP": 0, + "n_pred": 2474, + "n_ref": 0 + }, + "15": { + "Dice": 0.8972978821238268, + "FN": 1789, + "FP": 5805, + "IoU": 0.8137264521193093, + "TN": 1185856, + "TP": 33174, + "n_pred": 38979, + "n_ref": 34963 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.810208154074291, + "FN": 2778, + "FP": 7589, + "IoU": 0.6809663025080782, + "TN": 1194129, + "TP": 22128, + "n_pred": 29717, + "n_ref": 24906 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9706861239119303, + "FN": 3755, + "FP": 2657, + "IoU": 0.9430419102101729, + "TN": 1114050, + "TP": 106162, + "n_pred": 108819, + "n_ref": 109917 + }, + "7": { + "Dice": 0.8929493545183714, + "FN": 2348, + "FP": 5198, + "IoU": 0.8066020810907786, + "TN": 1187606, + "TP": 31472, + "n_pred": 36670, + "n_ref": 33820 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0401.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 167, + "IoU": 0.0, + "TN": 875993, + "TP": 0, + "n_pred": 167, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683854/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.5804688474448743, + "FN": 1844.408, + "FP": 1563.8871111111114, + "IoU": 0.49907653713024985, + "TN": 922386.3582222223, + "TP": 8776.013333333332, + "n_pred": 10339.900444444445, + "n_ref": 10620.421333333335 + }, + "mean": { + "1": { + "Dice": 0.6685802045569538, + "FN": 3099.8866666666663, + "FP": 934.3133333333333, + "IoU": 0.6145532601890146, + "TN": 918869.7066666667, + "TP": 11666.759999999998, + "n_pred": 12601.073333333332, + "n_ref": 14766.646666666667 + }, + "10": { + "Dice": 0.5729269812859427, + "FN": 2242.3599999999997, + "FP": 1731.6133333333332, + "IoU": 0.46125609824744807, + "TN": 924773.68, + "TP": 5823.013333333333, + "n_pred": 7554.626666666668, + "n_ref": 8065.373333333334 + }, + "11": { + "Dice": 0.442294544134117, + "FN": 182.44, + "FP": 152.19333333333333, + "IoU": 0.3322043679542733, + "TN": 933959.2, + "TP": 276.8333333333333, + "n_pred": 429.02666666666664, + "n_ref": 459.27333333333326 + }, + "12": { + "Dice": 0.3292702582879596, + "FN": 287.03333333333336, + "FP": 162.2866666666667, + "IoU": 0.25001720467427246, + "TN": 933753.6466666667, + "TP": 367.7, + "n_pred": 529.9866666666667, + "n_ref": 654.7333333333333 + }, + "13": { + "Dice": 0.4767227770919991, + "FN": 2553.0666666666666, + "FP": 1672.1333333333337, + "IoU": 0.3700511543221788, + "TN": 926424.6199999999, + "TP": 3920.846666666667, + "n_pred": 5592.98, + "n_ref": 6473.913333333333 + }, + "14": { + "Dice": 0.6391809280940692, + "FN": 1502.22, + "FP": 1515.6133333333332, + "IoU": 0.5619486584103639, + "TN": 924235.4533333334, + "TP": 7317.38, + "n_pred": 8832.993333333334, + "n_ref": 8819.6 + }, + "15": { + "Dice": 0.4465870771047754, + "FN": 1874.7600000000002, + "FP": 1367.28, + "IoU": 0.36234895268377443, + "TN": 927964.36, + "TP": 3364.2666666666664, + "n_pred": 4731.546666666666, + "n_ref": 5239.026666666667 + }, + "2": { + "Dice": 0.6638738295467543, + "FN": 1852.3, + "FP": 1040.3933333333334, + "IoU": 0.6061133962498628, + "TN": 920504.8266666665, + "TP": 11173.146666666667, + "n_pred": 12213.539999999999, + "n_ref": 13025.446666666667 + }, + "3": { + "Dice": 0.6875779141023275, + "FN": 1063.3600000000001, + "FP": 1880.8066666666666, + "IoU": 0.6365678532109988, + "TN": 918493.8466666667, + "TP": 13132.653333333332, + "n_pred": 15013.460000000001, + "n_ref": 14196.013333333332 + }, + "4": { + "Dice": 0.3994071561046149, + "FN": 1333.9266666666667, + "FP": 581.9666666666666, + "IoU": 0.3252992030500759, + "TN": 931170.1466666667, + "TP": 1484.6266666666666, + "n_pred": 2066.5933333333332, + "n_ref": 2818.5533333333333 + }, + "5": { + "Dice": 0.5010384401631397, + "FN": 705.4666666666666, + "FP": 371.6333333333333, + "IoU": 0.3914069208815115, + "TN": 932488.7133333333, + "TP": 1004.8533333333335, + "n_pred": 1376.4866666666667, + "n_ref": 1710.3200000000002 + }, + "6": { + "Dice": 0.7981480627385287, + "FN": 3608.8599999999997, + "FP": 6219.593333333333, + "IoU": 0.7341219421915941, + "TN": 882410.9466666667, + "TP": 42331.26666666666, + "n_pred": 48550.86, + "n_ref": 45940.12666666666 + }, + "7": { + "Dice": 0.5365889527248041, + "FN": 5306.14, + "FP": 4223.04, + "IoU": 0.4536864179459858, + "TN": 909312.6333333332, + "TP": 15728.853333333333, + "n_pred": 19951.893333333333, + "n_ref": 21034.993333333332 + }, + "8": { + "Dice": 0.8381198557638505, + "FN": 954.0599999999998, + "FP": 756.3866666666667, + "IoU": 0.7655161235122311, + "TN": 924540.2666666666, + "TP": 8319.953333333335, + "n_pred": 9076.34, + "n_ref": 9274.013333333334 + }, + "9": { + "Dice": 0.7067157299732789, + "FN": 1100.24, + "FP": 849.0533333333335, + "IoU": 0.621056503430162, + "TN": 926893.3266666668, + "TP": 5728.046666666667, + "n_pred": 6577.1, + "n_ref": 6828.286666666667 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/loop_004/summary.json b/nnActive_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/loop_004/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..06f376dfb78401d35ec5ddd6932cf66e5c3f07cb --- /dev/null +++ b/nnActive_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/loop_004/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.7823183369828363, + "FN": 22245.368000000002, + "FP": 25852.40133333334, + "IoU": 0.6784431788459002, + "TN": 96244517.90799998, + "TP": 164345.1626666667, + "n_pred": 190197.56399999995, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.9038889947227243, + "FN": 15060.2, + "FP": 16888.34, + "IoU": 0.8461100956720918, + "TN": 96245784.36, + "TP": 179227.94, + "n_pred": 196116.28, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.725829628147736, + "FN": 15828.42, + "FP": 26423.96, + "IoU": 0.5921747193455797, + "TN": 96356314.32, + "TP": 58394.14, + "n_pred": 84818.1, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.7202109918343585, + "FN": 1054.82, + "FP": 832.98, + "IoU": 0.5756725745402732, + "TN": 96452427.48, + "TP": 2645.56, + "n_pred": 3478.54, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.665432105432841, + "FN": 1633.08, + "FP": 765.32, + "IoU": 0.5171440121219608, + "TN": 96451958.86, + "TP": 2603.58, + "n_pred": 3368.9, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.655685344674594, + "FN": 20580.24, + "FP": 15336.88, + "IoU": 0.5103123422141629, + "TN": 96383765.82, + "TP": 37277.9, + "n_pred": 52614.78, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.7572106071158483, + "FN": 36742.9, + "FP": 29777.4, + "IoU": 0.6593120213689275, + "TN": 96288825.3, + "TP": 101615.24, + "n_pred": 131392.64, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.6279265835067208, + "FN": 12868.16, + "FP": 29784.46, + "IoU": 0.5034975717215078, + "TN": 96373129.34, + "TP": 41178.88, + "n_pred": 70963.34, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.9042298544453753, + "FN": 19916.0, + "FP": 8634.48, + "IoU": 0.8363679420463057, + "TN": 96291484.66, + "TP": 136925.7, + "n_pred": 145560.18, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.9089501942941374, + "FN": 10667.02, + "FP": 20922.82, + "IoU": 0.8397919209253055, + "TN": 96272635.44, + "TP": 152735.56, + "n_pred": 173658.38, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.6649905236209599, + "FN": 6889.1, + "FP": 8714.76, + "IoU": 0.563872132938163, + "TN": 96421668.58, + "TP": 19688.4, + "n_pred": 28403.16, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.7275482824805654, + "FN": 5954.22, + "FP": 3543.44, + "IoU": 0.5930737271589431, + "TN": 96436265.24, + "TP": 11197.94, + "n_pred": 14741.38, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9308543612900069, + "FN": 84155.52, + "FP": 122534.06, + "IoU": 0.876774391069529, + "TN": 94975203.16, + "TP": 1275068.1, + "n_pred": 1397602.16, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.7592216842691891, + "FN": 81187.1, + "FP": 81551.14, + "IoU": 0.6445479121316172, + "TN": 96036485.04, + "TP": 257737.56, + "n_pred": 339288.7, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.9194251772749505, + "FN": 10861.6, + "FP": 12069.06, + "IoU": 0.8530349154251592, + "TN": 96312522.6, + "TP": 121507.58, + "n_pred": 133576.64, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.8633707216325363, + "FN": 10282.14, + "FP": 10006.92, + "IoU": 0.7649614040089777, + "TN": 96369298.42, + "TP": 67373.36, + "n_pred": 77380.28, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9405081616382024, + "FN": 3037, + "FP": 8305, + "IoU": 0.8876974107629091, + "TN": 119492325, + "TP": 89653, + "n_pred": 97958, + "n_ref": 92690 + }, + "10": { + "Dice": 0.7574190945505893, + "FN": 9627, + "FP": 32462, + "IoU": 0.6095531415531045, + "TN": 119485523, + "TP": 65708, + "n_pred": 98170, + "n_ref": 75335 + }, + "11": { + "Dice": 0.7723459647092855, + "FN": 876, + "FP": 698, + "IoU": 0.6291234684260132, + "TN": 119589076, + "TP": 2670, + "n_pred": 3368, + "n_ref": 3546 + }, + "12": { + "Dice": 0.7137025018318852, + "FN": 1056, + "FP": 1679, + "IoU": 0.5548502604166666, + "TN": 119587176, + "TP": 3409, + "n_pred": 5088, + "n_ref": 4465 + }, + "13": { + "Dice": 0.5052824148182026, + "FN": 25137, + "FP": 28948, + "IoU": 0.33804540725781773, + "TN": 119511615, + "TP": 27620, + "n_pred": 56568, + "n_ref": 52757 + }, + "14": { + "Dice": 0.4623295803978639, + "FN": 171558, + "FP": 5042, + "IoU": 0.3006688393716315, + "TN": 119340793, + "TP": 75927, + "n_pred": 80969, + "n_ref": 247485 + }, + "15": { + "Dice": 0.0, + "FN": 32863, + "FP": 163143, + "IoU": 0.0, + "TN": 119397314, + "TP": 0, + "n_pred": 163143, + "n_ref": 32863 + }, + "2": { + "Dice": 0.9369221130610194, + "FN": 4711, + "FP": 13613, + "IoU": 0.8813296980137425, + "TN": 119438909, + "TP": 136087, + "n_pred": 149700, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9511675912785447, + "FN": 8183, + "FP": 8471, + "IoU": 0.9068823420874592, + "TN": 119414471, + "TP": 162195, + "n_pred": 170666, + "n_ref": 170378 + }, + "4": { + "Dice": 0.8234256665629215, + "FN": 22145, + "FP": 1683, + "IoU": 0.6998501014019928, + "TN": 119513933, + "TP": 55559, + "n_pred": 57242, + "n_ref": 77704 + }, + "5": { + "Dice": 0.10266411365624187, + "FN": 59921, + "FP": 15999, + "IoU": 0.05410961464186487, + "TN": 119513057, + "TP": 4343, + "n_pred": 20342, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9635800118074489, + "FN": 32080, + "FP": 54841, + "IoU": 0.9297196337248085, + "TN": 118356545, + "TP": 1149854, + "n_pred": 1204695, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 210403, + "IoU": 0.0, + "TN": 119382917, + "TP": 0, + "n_pred": 210403, + "n_ref": 0 + }, + "8": { + "Dice": 0.8636700296776699, + "FN": 35211, + "FP": 44122, + "IoU": 0.7600521435095848, + "TN": 119262694, + "TP": 251293, + "n_pred": 295415, + "n_ref": 286504 + }, + "9": { + "Dice": 0.8610477114625046, + "FN": 13532, + "FP": 6802, + "IoU": 0.7559998080061439, + "TN": 119509984, + "TP": 63002, + "n_pred": 69804, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9508882425058295, + "FN": 10561, + "FP": 7826, + "IoU": 0.9063745932817011, + "TN": 72629271, + "TP": 178002, + "n_pred": 185828, + "n_ref": 188563 + }, + "10": { + "Dice": 0.6181331549013048, + "FN": 13023, + "FP": 55461, + "IoU": 0.447317451094325, + "TN": 72701748, + "TP": 55428, + "n_pred": 110889, + "n_ref": 68451 + }, + "11": { + "Dice": 0.656205994769664, + "FN": 616, + "FP": 1093, + "IoU": 0.4883233532934132, + "TN": 72822320, + "TP": 1631, + "n_pred": 2724, + "n_ref": 2247 + }, + "12": { + "Dice": 0.6867852604828463, + "FN": 712, + "FP": 1260, + "IoU": 0.5229801644895985, + "TN": 72821526, + "TP": 2162, + "n_pred": 3422, + "n_ref": 2874 + }, + "13": { + "Dice": 0.7094939950455206, + "FN": 16244, + "FP": 11549, + "IoU": 0.5497796928659366, + "TN": 72763928, + "TP": 33939, + "n_pred": 45488, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8903989315658002, + "FN": 4885, + "FP": 12841, + "IoU": 0.8024495982346844, + "TN": 72735931, + "TP": 72003, + "n_pred": 84844, + "n_ref": 76888 + }, + "15": { + "Dice": 0.46545040719798003, + "FN": 16305, + "FP": 43819, + "IoU": 0.30331402085747394, + "TN": 72739360, + "TP": 26176, + "n_pred": 69995, + "n_ref": 42481 + }, + "2": { + "Dice": 0.9405704766636467, + "FN": 7109, + "FP": 9159, + "IoU": 0.8878084440214618, + "TN": 72680658, + "TP": 128734, + "n_pred": 137893, + "n_ref": 135843 + }, + "3": { + "Dice": 0.9601510537780856, + "FN": 3071, + "FP": 7228, + "IoU": 0.9233562790697675, + "TN": 72691285, + "TP": 124076, + "n_pred": 131304, + "n_ref": 127147 + }, + "4": { + "Dice": 0.7501479243872816, + "FN": 2922, + "FP": 13124, + "IoU": 0.6001893656251557, + "TN": 72785526, + "TP": 24088, + "n_pred": 37212, + "n_ref": 27010 + }, + "5": { + "Dice": 0.7789034199054461, + "FN": 2296, + "FP": 1305, + "IoU": 0.6378720836685439, + "TN": 72815716, + "TP": 6343, + "n_pred": 7648, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9568056416851614, + "FN": 48295, + "FP": 56394, + "IoU": 0.9171882823741221, + "TN": 71561479, + "TP": 1159492, + "n_pred": 1215886, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.8625004212867783, + "FN": 34151, + "FP": 31125, + "IoU": 0.7582424094279386, + "TN": 72555654, + "TP": 204730, + "n_pred": 235855, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9268296863884532, + "FN": 4126, + "FP": 4411, + "IoU": 0.863637089689322, + "TN": 72763055, + "TP": 54068, + "n_pred": 58479, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8446878801374643, + "FN": 14448, + "FP": 8917, + "IoU": 0.7311339209684472, + "TN": 72738758, + "TP": 63537, + "n_pred": 72454, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9644746406660399, + "FN": 11262, + "FP": 7065, + "IoU": 0.9313867902630416, + "TN": 71542382, + "TP": 248779, + "n_pred": 255844, + "n_ref": 260041 + }, + "10": { + "Dice": 0.8536602391653376, + "FN": 14229, + "FP": 13024, + "IoU": 0.7446834423188623, + "TN": 71702746, + "TP": 79489, + "n_pred": 92513, + "n_ref": 93718 + }, + "11": { + "Dice": 0.703985397018558, + "FN": 1055, + "FP": 891, + "IoU": 0.5431924882629108, + "TN": 71805228, + "TP": 2314, + "n_pred": 3205, + "n_ref": 3369 + }, + "12": { + "Dice": 0.630217825219127, + "FN": 2878, + "FP": 1383, + "IoU": 0.4600861632032438, + "TN": 71801596, + "TP": 3631, + "n_pred": 5014, + "n_ref": 6509 + }, + "13": { + "Dice": 0.7963416680651116, + "FN": 16447, + "FP": 7825, + "IoU": 0.6616010930485459, + "TN": 71737762, + "TP": 47454, + "n_pred": 55279, + "n_ref": 63901 + }, + "14": { + "Dice": 0.8444596262341326, + "FN": 138989, + "FP": 2167, + "IoU": 0.7307919700651107, + "TN": 71285150, + "TP": 383182, + "n_pred": 385349, + "n_ref": 522171 + }, + "15": { + "Dice": 0.7838247490491035, + "FN": 57327, + "FP": 10704, + "IoU": 0.6444998353948173, + "TN": 71618121, + "TP": 123336, + "n_pred": 134040, + "n_ref": 180663 + }, + "2": { + "Dice": 0.9460899950372883, + "FN": 7707, + "FP": 8153, + "IoU": 0.897695240183968, + "TN": 71654461, + "TP": 139167, + "n_pred": 147320, + "n_ref": 146874 + }, + "3": { + "Dice": 0.9497555932834713, + "FN": 9058, + "FP": 9557, + "IoU": 0.9043186397467001, + "TN": 71614936, + "TP": 175937, + "n_pred": 185494, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7221712920521155, + "FN": 977, + "FP": 9024, + "IoU": 0.5651550067394234, + "TN": 71786489, + "TP": 12998, + "n_pred": 22022, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8415454545454546, + "FN": 1086, + "FP": 2400, + "IoU": 0.7264380444165424, + "TN": 71796745, + "TP": 9257, + "n_pred": 11657, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9628602982614907, + "FN": 41123, + "FP": 51996, + "IoU": 0.928380522553994, + "TN": 70509297, + "TP": 1207072, + "n_pred": 1259068, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.9173435516034302, + "FN": 12259, + "FP": 27906, + "IoU": 0.8473080753936574, + "TN": 71546442, + "TP": 222881, + "n_pred": 250787, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9337291419286294, + "FN": 6532, + "FP": 4072, + "IoU": 0.8756960155673039, + "TN": 71724181, + "TP": 74703, + "n_pred": 78775, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8673720947936125, + "FN": 14095, + "FP": 8554, + "IoU": 0.7658049839727019, + "TN": 71712778, + "TP": 74061, + "n_pred": 82615, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9610635306148536, + "FN": 7438, + "FP": 9315, + "IoU": 0.9250455238938924, + "TN": 135222001, + "TP": 206756, + "n_pred": 216071, + "n_ref": 214194 + }, + "10": { + "Dice": 0.8042221458887641, + "FN": 16068, + "FP": 17559, + "IoU": 0.6725514635713868, + "TN": 135342816, + "TP": 69067, + "n_pred": 86626, + "n_ref": 85135 + }, + "11": { + "Dice": 0.6569555717407137, + "FN": 1292, + "FP": 1063, + "IoU": 0.4891540130151844, + "TN": 135440900, + "TP": 2255, + "n_pred": 3318, + "n_ref": 3547 + }, + "12": { + "Dice": 0.7309470063420402, + "FN": 2108, + "FP": 395, + "IoU": 0.5759783161104524, + "TN": 135439607, + "TP": 3400, + "n_pred": 3795, + "n_ref": 5508 + }, + "13": { + "Dice": 0.6843432964584858, + "FN": 9240, + "FP": 19665, + "IoU": 0.5201533915468641, + "TN": 135385272, + "TP": 31333, + "n_pred": 50998, + "n_ref": 40573 + }, + "14": { + "Dice": 0.9127560953641283, + "FN": 11276, + "FP": 13908, + "IoU": 0.8395136468204151, + "TN": 135288587, + "TP": 131739, + "n_pred": 145647, + "n_ref": 143015 + }, + "15": { + "Dice": 0.6260876904249483, + "FN": 14208, + "FP": 30095, + "IoU": 0.4556969801213849, + "TN": 135364116, + "TP": 37091, + "n_pred": 67186, + "n_ref": 51299 + }, + "2": { + "Dice": 0.9331135901374473, + "FN": 22132, + "FP": 4735, + "IoU": 0.8746138122217348, + "TN": 135231236, + "TP": 187407, + "n_pred": 192142, + "n_ref": 209539 + }, + "3": { + "Dice": 0.9289114693763252, + "FN": 17885, + "FP": 14101, + "IoU": 0.8672592813923956, + "TN": 135204544, + "TP": 208980, + "n_pred": 223081, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8587031440538677, + "FN": 4449, + "FP": 6211, + "IoU": 0.752392455635046, + "TN": 135402458, + "TP": 32392, + "n_pred": 38603, + "n_ref": 36841 + }, + "5": { + "Dice": 0.6400360649953939, + "FN": 11717, + "FP": 6648, + "IoU": 0.47062723394442524, + "TN": 135410818, + "TP": 16327, + "n_pred": 22975, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9638144412067883, + "FN": 48077, + "FP": 73138, + "IoU": 0.9301562186692603, + "TN": 133709994, + "TP": 1614301, + "n_pred": 1687439, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.7635749322161945, + "FN": 25632, + "FP": 81709, + "IoU": 0.6175666864995244, + "TN": 135164831, + "TP": 173338, + "n_pred": 255047, + "n_ref": 198970 + }, + "8": { + "Dice": 0.8883734860549038, + "FN": 46403, + "FP": 14721, + "IoU": 0.7991654345326105, + "TN": 135141160, + "TP": 243226, + "n_pred": 257947, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8443071569372406, + "FN": 21365, + "FP": 6911, + "IoU": 0.7305636285673448, + "TN": 135340565, + "TP": 76669, + "n_pred": 83580, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8979037030258663, + "FN": 20719, + "FP": 32835, + "IoU": 0.8147234551927182, + "TN": 105464956, + "TP": 235495, + "n_pred": 268330, + "n_ref": 256214 + }, + "10": { + "Dice": 0.3006891857398111, + "FN": 37514, + "FP": 69333, + "IoU": 0.17694772681754456, + "TN": 105624187, + "TP": 22971, + "n_pred": 92304, + "n_ref": 60485 + }, + "11": { + "Dice": 0.7314662273476112, + "FN": 471, + "FP": 996, + "IoU": 0.5766233766233766, + "TN": 105750540, + "TP": 1998, + "n_pred": 2994, + "n_ref": 2469 + }, + "12": { + "Dice": 0.5855494229804316, + "FN": 2070, + "FP": 1234, + "IoU": 0.41397658744235544, + "TN": 105748367, + "TP": 2334, + "n_pred": 3568, + "n_ref": 4404 + }, + "13": { + "Dice": 0.5587524028027532, + "FN": 44858, + "FP": 12070, + "IoU": 0.3876866153250441, + "TN": 105661033, + "TP": 36044, + "n_pred": 48114, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9464640686262986, + "FN": 15735, + "FP": 4760, + "IoU": 0.8983690450806056, + "TN": 105552344, + "TP": 181166, + "n_pred": 185926, + "n_ref": 196901 + }, + "15": { + "Dice": 0.8443455278898316, + "FN": 3652, + "FP": 5300, + "IoU": 0.7306210881078479, + "TN": 105720773, + "TP": 24280, + "n_pred": 29580, + "n_ref": 27932 + }, + "2": { + "Dice": 0.9352005319729647, + "FN": 11548, + "FP": 8039, + "IoU": 0.8782879406446321, + "TN": 105593076, + "TP": 141342, + "n_pred": 149381, + "n_ref": 152890 + }, + "3": { + "Dice": 0.8621987019996578, + "FN": 7722, + "FP": 44617, + "IoU": 0.7577761631270334, + "TN": 105537928, + "TP": 163738, + "n_pred": 208355, + "n_ref": 171460 + }, + "4": { + "Dice": 0.6653502235469448, + "FN": 14067, + "FP": 12879, + "IoU": 0.4985204622857462, + "TN": 105700272, + "TP": 26787, + "n_pred": 39666, + "n_ref": 40854 + }, + "5": { + "Dice": 0.742994030191262, + "FN": 2595, + "FP": 4164, + "IoU": 0.5910823401294694, + "TN": 105737476, + "TP": 9770, + "n_pred": 13934, + "n_ref": 12365 + }, + "6": { + "Dice": 0.947981227268312, + "FN": 82469, + "FP": 77117, + "IoU": 0.9011067595369705, + "TN": 104140285, + "TP": 1454134, + "n_pred": 1531251, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.8201416524298132, + "FN": 27873, + "FP": 77615, + "IoU": 0.6951187438041371, + "TN": 105408008, + "TP": 240509, + "n_pred": 318124, + "n_ref": 268382 + }, + "8": { + "Dice": 0.8652339400319884, + "FN": 3195, + "FP": 23431, + "IoU": 0.7624778097931293, + "TN": 105641906, + "TP": 85473, + "n_pred": 108904, + "n_ref": 88668 + }, + "9": { + "Dice": 0.82484608798467, + "FN": 14114, + "FP": 11662, + "IoU": 0.7019047288623669, + "TN": 105667536, + "TP": 60693, + "n_pred": 72355, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9600083946931284, + "FN": 10812, + "FP": 9387, + "IoU": 0.9230924459335973, + "TN": 96875240, + "TP": 242441, + "n_pred": 251828, + "n_ref": 253253 + }, + "10": { + "Dice": 0.827130209565553, + "FN": 12935, + "FP": 28714, + "IoU": 0.7052191268897571, + "TN": 96996592, + "TP": 99639, + "n_pred": 128353, + "n_ref": 112574 + }, + "11": { + "Dice": 0.7251609291911559, + "FN": 970, + "FP": 994, + "IoU": 0.5688254665203073, + "TN": 97133325, + "TP": 2591, + "n_pred": 3585, + "n_ref": 3561 + }, + "12": { + "Dice": 0.8005748397081583, + "FN": 897, + "FP": 907, + "IoU": 0.6674654377880185, + "TN": 97132455, + "TP": 3621, + "n_pred": 4528, + "n_ref": 4518 + }, + "13": { + "Dice": 0.7426793970604819, + "FN": 10382, + "FP": 17000, + "IoU": 0.590684186136897, + "TN": 97070983, + "TP": 39515, + "n_pred": 56515, + "n_ref": 49897 + }, + "14": { + "Dice": 0.9027137187600558, + "FN": 41441, + "FP": 6630, + "IoU": 0.8226783968719452, + "TN": 96866785, + "TP": 223024, + "n_pred": 229654, + "n_ref": 264465 + }, + "15": { + "Dice": 0.3568997612018878, + "FN": 3391, + "FP": 65013, + "IoU": 0.21721119185214854, + "TN": 97050495, + "TP": 18981, + "n_pred": 83994, + "n_ref": 22372 + }, + "2": { + "Dice": 0.9359286710207676, + "FN": 10464, + "FP": 6998, + "IoU": 0.879573244322453, + "TN": 96992879, + "TP": 127539, + "n_pred": 134537, + "n_ref": 138003 + }, + "3": { + "Dice": 0.9195710372597011, + "FN": 10247, + "FP": 15680, + "IoU": 0.8511166110610245, + "TN": 96963737, + "TP": 148216, + "n_pred": 163896, + "n_ref": 158463 + }, + "4": { + "Dice": 0.9072401788396628, + "FN": 1827, + "FP": 3422, + "IoU": 0.8302283459473446, + "TN": 97106962, + "TP": 25669, + "n_pred": 29091, + "n_ref": 27496 + }, + "5": { + "Dice": 0.7853580388719282, + "FN": 1642, + "FP": 5459, + "IoU": 0.6465757515429027, + "TN": 97117788, + "TP": 12991, + "n_pred": 18450, + "n_ref": 14633 + }, + "6": { + "Dice": 0.943006133262778, + "FN": 42613, + "FP": 133593, + "IoU": 0.8921585667982099, + "TN": 95503944, + "TP": 1457730, + "n_pred": 1591323, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.940293646701224, + "FN": 11721, + "FP": 19079, + "IoU": 0.8873152867057649, + "TN": 96864551, + "TP": 242529, + "n_pred": 261608, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9292858598637939, + "FN": 7227, + "FP": 11162, + "IoU": 0.867912195262107, + "TN": 96998662, + "TP": 120829, + "n_pred": 131991, + "n_ref": 128056 + }, + "9": { + "Dice": 0.8282422842053144, + "FN": 5851, + "FP": 20166, + "IoU": 0.7068374912672121, + "TN": 97049134, + "TP": 62729, + "n_pred": 82895, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9656774413937401, + "FN": 3895, + "FP": 8162, + "IoU": 0.933632775731955, + "TN": 130585121, + "TP": 169614, + "n_pred": 177776, + "n_ref": 173509 + }, + "10": { + "Dice": 0.7798342902654446, + "FN": 11646, + "FP": 25396, + "IoU": 0.6391216242547055, + "TN": 130664148, + "TP": 65602, + "n_pred": 90998, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7493509558649988, + "FN": 874, + "FP": 1250, + "IoU": 0.5991696546518211, + "TN": 130761493, + "TP": 3175, + "n_pred": 4425, + "n_ref": 4049 + }, + "12": { + "Dice": 0.7723690310616597, + "FN": 829, + "FP": 644, + "IoU": 0.629154078549849, + "TN": 130762820, + "TP": 2499, + "n_pred": 3143, + "n_ref": 3328 + }, + "13": { + "Dice": 0.7303491216730349, + "FN": 16735, + "FP": 16222, + "IoU": 0.575236180386395, + "TN": 130689203, + "TP": 44632, + "n_pred": 60854, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9551211531409551, + "FN": 7057, + "FP": 7262, + "IoU": 0.9140975109335349, + "TN": 130600103, + "TP": 152370, + "n_pred": 159632, + "n_ref": 159427 + }, + "15": { + "Dice": 0.5657109627831716, + "FN": 6415, + "FP": 27939, + "IoU": 0.3944190801882635, + "TN": 130710063, + "TP": 22375, + "n_pred": 50314, + "n_ref": 28790 + }, + "2": { + "Dice": 0.9202001564644929, + "FN": 10479, + "FP": 16552, + "IoU": 0.8521951192839138, + "TN": 130583909, + "TP": 155852, + "n_pred": 172404, + "n_ref": 166331 + }, + "3": { + "Dice": 0.9145251567517969, + "FN": 16549, + "FP": 11397, + "IoU": 0.8425116090347595, + "TN": 130589344, + "TP": 149502, + "n_pred": 160899, + "n_ref": 166051 + }, + "4": { + "Dice": 0.8873138161273755, + "FN": 4022, + "FP": 2560, + "IoU": 0.7974519940915805, + "TN": 130734296, + "TP": 25914, + "n_pred": 28474, + "n_ref": 29936 + }, + "5": { + "Dice": 0.6883906964237698, + "FN": 10828, + "FP": 7714, + "IoU": 0.5248443225789918, + "TN": 130727769, + "TP": 20481, + "n_pred": 28195, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9642480116933765, + "FN": 33233, + "FP": 63456, + "IoU": 0.9309641908289737, + "TN": 129366229, + "TP": 1303874, + "n_pred": 1367330, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.898978485394362, + "FN": 31844, + "FP": 61136, + "IoU": 0.8164949308155496, + "TN": 130260103, + "TP": 413709, + "n_pred": 474845, + "n_ref": 445553 + }, + "8": { + "Dice": 0.9037074880792171, + "FN": 12645, + "FP": 33721, + "IoU": 0.8243306218482301, + "TN": 130502853, + "TP": 217573, + "n_pred": 251294, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8865561230908587, + "FN": 13943, + "FP": 8600, + "IoU": 0.7962288369234107, + "TN": 130656163, + "TP": 88086, + "n_pred": 96686, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8025567101692669, + "FN": 16144, + "FP": 74735, + "IoU": 0.6702252348691301, + "TN": 71960429, + "TP": 184700, + "n_pred": 259435, + "n_ref": 200844 + }, + "10": { + "Dice": 0.4030223483504789, + "FN": 34260, + "FP": 49884, + "IoU": 0.25236567833882734, + "TN": 72123461, + "TP": 28403, + "n_pred": 78287, + "n_ref": 62663 + }, + "11": { + "Dice": 0.707256046705588, + "FN": 991, + "FP": 413, + "IoU": 0.5470967741935484, + "TN": 72232908, + "TP": 1696, + "n_pred": 2109, + "n_ref": 2687 + }, + "12": { + "Dice": 0.6011667178385017, + "FN": 2113, + "FP": 485, + "IoU": 0.42976294995610187, + "TN": 72231452, + "TP": 1958, + "n_pred": 2443, + "n_ref": 4071 + }, + "13": { + "Dice": 0.5341750841750842, + "FN": 38708, + "FP": 16632, + "IoU": 0.3644194326404043, + "TN": 72148938, + "TP": 31730, + "n_pred": 48362, + "n_ref": 70438 + }, + "14": { + "Dice": 0.2366919179562914, + "FN": 20635, + "FP": 322559, + "IoU": 0.13423174337292257, + "TN": 71839604, + "TP": 53210, + "n_pred": 375769, + "n_ref": 73845 + }, + "15": { + "Dice": 0.24854201940390766, + "FN": 5196, + "FP": 134609, + "IoU": 0.1419057848703391, + "TN": 72073083, + "TP": 23120, + "n_pred": 157729, + "n_ref": 28316 + }, + "2": { + "Dice": 0.8204152452919085, + "FN": 36747, + "FP": 2894, + "IoU": 0.6955119096083386, + "TN": 72105819, + "TP": 90548, + "n_pred": 93442, + "n_ref": 127295 + }, + "3": { + "Dice": 0.85118730699606, + "FN": 8376, + "FP": 47524, + "IoU": 0.740927839829448, + "TN": 72020238, + "TP": 159870, + "n_pred": 207394, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 285, + "IoU": 0.0, + "TN": 72235723, + "TP": 0, + "n_pred": 285, + "n_ref": 0 + }, + "5": { + "Dice": 0.8173450603395377, + "FN": 235, + "FP": 3337, + "IoU": 0.6911103424420616, + "TN": 72224444, + "TP": 7992, + "n_pred": 11329, + "n_ref": 8227 + }, + "6": { + "Dice": 0.7248993314357205, + "FN": 369472, + "FP": 497557, + "IoU": 0.5685036086224727, + "TN": 70226654, + "TP": 1142325, + "n_pred": 1639882, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.40337025347094474, + "FN": 89286, + "FP": 650196, + "IoU": 0.25263856842692506, + "TN": 71246551, + "TP": 249975, + "n_pred": 900171, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9247129626924537, + "FN": 4275, + "FP": 6033, + "IoU": 0.8599684833994458, + "TN": 72162396, + "TP": 63304, + "n_pred": 69337, + "n_ref": 67579 + }, + "9": { + "Dice": 0.6384943648101543, + "FN": 20444, + "FP": 12594, + "IoU": 0.46896196997460377, + "TN": 72173794, + "TP": 29176, + "n_pred": 41770, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7606529991694391, + "FN": 7941, + "FP": 43066, + "IoU": 0.6137530479031941, + "TN": 52421062, + "TP": 81051, + "n_pred": 124117, + "n_ref": 88992 + }, + "10": { + "Dice": 0.38413466067895613, + "FN": 28836, + "FP": 29997, + "IoU": 0.23772690169860458, + "TN": 52475939, + "TP": 18348, + "n_pred": 48345, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0, + "FN": 2042, + "FP": 33, + "IoU": 0.0, + "TN": 52551045, + "TP": 0, + "n_pred": 33, + "n_ref": 2042 + }, + "12": { + "Dice": 0.0, + "FN": 4066, + "FP": 809, + "IoU": 0.0, + "TN": 52548245, + "TP": 0, + "n_pred": 809, + "n_ref": 4066 + }, + "13": { + "Dice": 0.4686524194441369, + "FN": 11034, + "FP": 12959, + "IoU": 0.30603922022328917, + "TN": 52518546, + "TP": 10581, + "n_pred": 23540, + "n_ref": 21615 + }, + "14": { + "Dice": 0.50136859197402, + "FN": 34223, + "FP": 8769, + "IoU": 0.3345509704980962, + "TN": 52488514, + "TP": 21614, + "n_pred": 30383, + "n_ref": 55837 + }, + "15": { + "Dice": 0.18433116660964763, + "FN": 17187, + "FP": 54339, + "IoU": 0.1015224600542659, + "TN": 52473512, + "TP": 8082, + "n_pred": 62421, + "n_ref": 25269 + }, + "2": { + "Dice": 0.5766987081079804, + "FN": 74031, + "FP": 15584, + "IoU": 0.4051838576928183, + "TN": 52402460, + "TP": 61045, + "n_pred": 76629, + "n_ref": 135076 + }, + "3": { + "Dice": 0.7756984324592051, + "FN": 27199, + "FP": 39825, + "IoU": 0.6335844476760079, + "TN": 52370202, + "TP": 115894, + "n_pred": 155719, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 15, + "IoU": 0.0, + "TN": 52551225, + "TP": 0, + "n_pred": 15, + "n_ref": 1880 + }, + "5": { + "Dice": 0.7899436735815359, + "FN": 532, + "FP": 2526, + "IoU": 0.6528156221616712, + "TN": 52544312, + "TP": 5750, + "n_pred": 8276, + "n_ref": 6282 + }, + "6": { + "Dice": 0.9290001264554536, + "FN": 56544, + "FP": 52941, + "IoU": 0.8674138526093985, + "TN": 51727355, + "TP": 716280, + "n_pred": 769221, + "n_ref": 772824 + }, + "7": { + "Dice": 0.5189727020725864, + "FN": 122389, + "FP": 8626, + "IoU": 0.35041400168575537, + "TN": 52351430, + "TP": 70675, + "n_pred": 79301, + "n_ref": 193064 + }, + "8": { + "Dice": 0.840613295249387, + "FN": 12738, + "FP": 5007, + "IoU": 0.725049969785711, + "TN": 52488581, + "TP": 46794, + "n_pred": 51801, + "n_ref": 59532 + }, + "9": { + "Dice": 0.8507825183453471, + "FN": 12584, + "FP": 10394, + "IoU": 0.7403146331540166, + "TN": 52464636, + "TP": 65506, + "n_pred": 75900, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.929946953112045, + "FN": 15124, + "FP": 26699, + "IoU": 0.8690662166858159, + "TN": 143817829, + "TP": 277598, + "n_pred": 304297, + "n_ref": 292722 + }, + "10": { + "Dice": 0.8321985492425648, + "FN": 19749, + "FP": 11920, + "IoU": 0.7126198967322752, + "TN": 144027051, + "TP": 78530, + "n_pred": 90450, + "n_ref": 98279 + }, + "11": { + "Dice": 0.6563461886655803, + "FN": 2994, + "FP": 802, + "IoU": 0.4884786416924943, + "TN": 144129829, + "TP": 3625, + "n_pred": 4427, + "n_ref": 6619 + }, + "12": { + "Dice": 0.6634297520661157, + "FN": 2435, + "FP": 823, + "IoU": 0.49636729015303754, + "TN": 144130781, + "TP": 3211, + "n_pred": 4034, + "n_ref": 5646 + }, + "13": { + "Dice": 0.8002128907308755, + "FN": 23111, + "FP": 17430, + "IoU": 0.6669624007031898, + "TN": 144015519, + "TP": 81190, + "n_pred": 98620, + "n_ref": 104301 + }, + "14": { + "Dice": 0.9350181846598079, + "FN": 45153, + "FP": 5572, + "IoU": 0.8779663381962354, + "TN": 143721586, + "TP": 364939, + "n_pred": 370511, + "n_ref": 410092 + }, + "15": { + "Dice": 0.705622113291688, + "FN": 2729, + "FP": 13906, + "IoU": 0.5451438258777207, + "TN": 144100678, + "TP": 19937, + "n_pred": 33843, + "n_ref": 22666 + }, + "2": { + "Dice": 0.9597430672261249, + "FN": 6402, + "FP": 4641, + "IoU": 0.9226019428363167, + "TN": 143994572, + "TP": 131635, + "n_pred": 136276, + "n_ref": 138037 + }, + "3": { + "Dice": 0.9620177409748617, + "FN": 7019, + "FP": 6182, + "IoU": 0.9268152057612028, + "TN": 143956871, + "TP": 167178, + "n_pred": 173360, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9091992018821287, + "FN": 5375, + "FP": 3772, + "IoU": 0.833515343453096, + "TN": 144082308, + "TP": 45795, + "n_pred": 49567, + "n_ref": 51170 + }, + "5": { + "Dice": 0.7765684509107135, + "FN": 7766, + "FP": 6255, + "IoU": 0.634746138015474, + "TN": 144098863, + "TP": 24366, + "n_pred": 30621, + "n_ref": 32132 + }, + "6": { + "Dice": 0.8928678791649689, + "FN": 38370, + "FP": 278447, + "IoU": 0.8064691307949244, + "TN": 142500214, + "TP": 1320219, + "n_pred": 1598666, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.9057232151378969, + "FN": 26057, + "FP": 20368, + "IoU": 0.8276911542558522, + "TN": 143867821, + "TP": 223004, + "n_pred": 243372, + "n_ref": 249061 + }, + "8": { + "Dice": 0.8604968367287713, + "FN": 21560, + "FP": 45738, + "IoU": 0.7551508977460843, + "TN": 143862395, + "TP": 207557, + "n_pred": 253295, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8684422753737051, + "FN": 11004, + "FP": 14281, + "IoU": 0.7674750094260674, + "TN": 144028509, + "TP": 83456, + "n_pred": 97737, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9625364684065355, + "FN": 8471, + "FP": 7529, + "IoU": 0.9277786053145919, + "TN": 111557379, + "TP": 205541, + "n_pred": 213070, + "n_ref": 214012 + }, + "10": { + "Dice": 0.657096927570358, + "FN": 16980, + "FP": 13310, + "IoU": 0.4893107634205557, + "TN": 111719608, + "TP": 29022, + "n_pred": 42332, + "n_ref": 46002 + }, + "11": { + "Dice": 0.6881447389303286, + "FN": 1627, + "FP": 338, + "IoU": 0.5245584321316236, + "TN": 111774787, + "TP": 2168, + "n_pred": 2506, + "n_ref": 3795 + }, + "12": { + "Dice": 0.6282751091703057, + "FN": 2358, + "FP": 366, + "IoU": 0.4580183048149622, + "TN": 111773894, + "TP": 2302, + "n_pred": 2668, + "n_ref": 4660 + }, + "13": { + "Dice": 0.7056706011632974, + "FN": 15697, + "FP": 15373, + "IoU": 0.5452017097019732, + "TN": 111710604, + "TP": 37246, + "n_pred": 52619, + "n_ref": 52943 + }, + "14": { + "Dice": 0.7061985269571904, + "FN": 8414, + "FP": 61115, + "IoU": 0.5458322174393008, + "TN": 111625829, + "TP": 83562, + "n_pred": 144677, + "n_ref": 91976 + }, + "15": { + "Dice": 0.670224211387012, + "FN": 2945, + "FP": 4718, + "IoU": 0.5040129449838188, + "TN": 111763470, + "TP": 7787, + "n_pred": 12505, + "n_ref": 10732 + }, + "2": { + "Dice": 0.9272722184199613, + "FN": 24081, + "FP": 4504, + "IoU": 0.8644058952721132, + "TN": 111568107, + "TP": 182228, + "n_pred": 186732, + "n_ref": 206309 + }, + "3": { + "Dice": 0.8444608814581182, + "FN": 2930, + "FP": 19360, + "IoU": 0.7307938501672725, + "TN": 111696121, + "TP": 60509, + "n_pred": 79869, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8746034659046221, + "FN": 1999, + "FP": 2784, + "IoU": 0.7771513767879606, + "TN": 111757457, + "TP": 16680, + "n_pred": 19464, + "n_ref": 18679 + }, + "5": { + "Dice": 0.6472744951080681, + "FN": 10439, + "FP": 6974, + "IoU": 0.4784965558550464, + "TN": 111745530, + "TP": 15977, + "n_pred": 22951, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9705741387392227, + "FN": 36941, + "FP": 35690, + "IoU": 0.9428305381317343, + "TN": 110508469, + "TP": 1197820, + "n_pred": 1233510, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.8232225459080629, + "FN": 61493, + "FP": 14481, + "IoU": 0.6995566944671832, + "TN": 111526047, + "TP": 176899, + "n_pred": 191380, + "n_ref": 238392 + }, + "8": { + "Dice": 0.8590481614585774, + "FN": 38928, + "FP": 39278, + "IoU": 0.7529223692358241, + "TN": 111462396, + "TP": 238318, + "n_pred": 277596, + "n_ref": 277246 + }, + "9": { + "Dice": 0.8607540841367789, + "FN": 13872, + "FP": 7633, + "IoU": 0.7555472195698631, + "TN": 111690948, + "TP": 66467, + "n_pred": 74100, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8846765324662905, + "FN": 17387, + "FP": 21203, + "IoU": 0.7932017555611526, + "TN": 198901268, + "TP": 148017, + "n_pred": 169220, + "n_ref": 165404 + }, + "10": { + "Dice": 0.7152788434977441, + "FN": 16518, + "FP": 20588, + "IoU": 0.556758048139521, + "TN": 199004160, + "TP": 46609, + "n_pred": 67197, + "n_ref": 63127 + }, + "11": { + "Dice": 0.739938080495356, + "FN": 1089, + "FP": 1263, + "IoU": 0.5872235872235873, + "TN": 199082177, + "TP": 3346, + "n_pred": 4609, + "n_ref": 4435 + }, + "12": { + "Dice": 0.7061698228466707, + "FN": 1023, + "FP": 901, + "IoU": 0.5457979225684608, + "TN": 199083639, + "TP": 2312, + "n_pred": 3213, + "n_ref": 3335 + }, + "13": { + "Dice": 0.3775746262703617, + "FN": 23761, + "FP": 15252, + "IoU": 0.23272233804035716, + "TN": 199037029, + "TP": 11833, + "n_pred": 27085, + "n_ref": 35594 + }, + "14": { + "Dice": 0.6054719192283422, + "FN": 20082, + "FP": 14930, + "IoU": 0.43417692879537156, + "TN": 199025997, + "TP": 26866, + "n_pred": 41796, + "n_ref": 46948 + }, + "15": { + "Dice": 0.7474267688147814, + "FN": 55639, + "FP": 407, + "IoU": 0.5967130305886755, + "TN": 198948902, + "TP": 82927, + "n_pred": 83334, + "n_ref": 138566 + }, + "2": { + "Dice": 0.9325497260600286, + "FN": 4303, + "FP": 13819, + "IoU": 0.8736235765043899, + "TN": 198944478, + "TP": 125275, + "n_pred": 139094, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9563567914065396, + "FN": 7243, + "FP": 4767, + "IoU": 0.9163637376565134, + "TN": 198944277, + "TP": 131588, + "n_pred": 136355, + "n_ref": 138831 + }, + "4": { + "Dice": 0.8118431523200614, + "FN": 2327, + "FP": 4530, + "IoU": 0.6832794457274827, + "TN": 199066225, + "TP": 14793, + "n_pred": 19323, + "n_ref": 17120 + }, + "5": { + "Dice": 0.7142166467340136, + "FN": 6034, + "FP": 5197, + "IoU": 0.5554719968335642, + "TN": 199062610, + "TP": 14034, + "n_pred": 19231, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9470559453371701, + "FN": 56577, + "FP": 66236, + "IoU": 0.8994361487139343, + "TN": 197866631, + "TP": 1098431, + "n_pred": 1164667, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.8674955003821593, + "FN": 15437, + "FP": 27557, + "IoU": 0.7659973983987635, + "TN": 198904142, + "TP": 140739, + "n_pred": 168296, + "n_ref": 156176 + }, + "8": { + "Dice": 0.9017637475896003, + "FN": 9862, + "FP": 13776, + "IoU": 0.8211017853493882, + "TN": 198955744, + "TP": 108493, + "n_pred": 122269, + "n_ref": 118355 + }, + "9": { + "Dice": 0.868859829892465, + "FN": 10643, + "FP": 17357, + "IoU": 0.7681274636456987, + "TN": 198967119, + "TP": 92756, + "n_pred": 110113, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9242273260364878, + "FN": 11398, + "FP": 16965, + "IoU": 0.8591288367934836, + "TN": 130873852, + "TP": 172977, + "n_pred": 189942, + "n_ref": 184375 + }, + "10": { + "Dice": 0.7140978995322103, + "FN": 12653, + "FP": 43453, + "IoU": 0.5553283560796994, + "TN": 130949018, + "TP": 70068, + "n_pred": 113521, + "n_ref": 82721 + }, + "11": { + "Dice": 0.7052592683828057, + "FN": 1208, + "FP": 1185, + "IoU": 0.544710806697108, + "TN": 131069936, + "TP": 2863, + "n_pred": 4048, + "n_ref": 4071 + }, + "12": { + "Dice": 0.6845117548648411, + "FN": 748, + "FP": 2835, + "IoU": 0.5203480589022758, + "TN": 131067722, + "TP": 3887, + "n_pred": 6722, + "n_ref": 4635 + }, + "13": { + "Dice": 0.4954352670548487, + "FN": 55698, + "FP": 14492, + "IoU": 0.32928810320114665, + "TN": 130970542, + "TP": 34460, + "n_pred": 48952, + "n_ref": 90158 + }, + "14": { + "Dice": 0.34220774596416004, + "FN": 10963, + "FP": 164534, + "IoU": 0.20642378146662627, + "TN": 130854045, + "TP": 45650, + "n_pred": 210184, + "n_ref": 56613 + }, + "15": { + "Dice": 0.5987854435870508, + "FN": 1351, + "FP": 33797, + "IoU": 0.4273331595411887, + "TN": 131013816, + "TP": 26228, + "n_pred": 60025, + "n_ref": 27579 + }, + "2": { + "Dice": 0.8671138843679997, + "FN": 15872, + "FP": 28382, + "IoU": 0.7654025169902141, + "TN": 130886554, + "TP": 144384, + "n_pred": 172766, + "n_ref": 160256 + }, + "3": { + "Dice": 0.8107608732480264, + "FN": 10602, + "FP": 73177, + "IoU": 0.6817475602760905, + "TN": 130811945, + "TP": 179468, + "n_pred": 252645, + "n_ref": 190070 + }, + "4": { + "Dice": 0.6698079200782738, + "FN": 34059, + "FP": 4413, + "IoU": 0.5035422554295227, + "TN": 130997699, + "TP": 39021, + "n_pred": 43434, + "n_ref": 73080 + }, + "5": { + "Dice": 0.7769196160767846, + "FN": 4338, + "FP": 1612, + "IoU": 0.6352154987431794, + "TN": 131058881, + "TP": 10361, + "n_pred": 11973, + "n_ref": 14699 + }, + "6": { + "Dice": 0.8444179440430636, + "FN": 45396, + "FP": 478813, + "IoU": 0.7307295398800581, + "TN": 129128417, + "TP": 1422566, + "n_pred": 1901379, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.6438146065960259, + "FN": 155906, + "FP": 531514, + "IoU": 0.4747246281572724, + "TN": 129766507, + "TP": 621265, + "n_pred": 1152779, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9095080430575714, + "FN": 7870, + "FP": 16072, + "IoU": 0.8340346182907132, + "TN": 130930933, + "TP": 120317, + "n_pred": 136389, + "n_ref": 128187 + }, + "9": { + "Dice": 0.7180290099620339, + "FN": 21288, + "FP": 13470, + "IoU": 0.5600977054408768, + "TN": 130996179, + "TP": 44255, + "n_pred": 57725, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9172299847909577, + "FN": 5967, + "FP": 31856, + "IoU": 0.8471143196682216, + "TN": 101369806, + "TP": 209571, + "n_pred": 241427, + "n_ref": 215538 + }, + "10": { + "Dice": 0.8056787749066807, + "FN": 6864, + "FP": 11929, + "IoU": 0.6745913561435102, + "TN": 101559448, + "TP": 38959, + "n_pred": 50888, + "n_ref": 45823 + }, + "11": { + "Dice": 0.8285140562248996, + "FN": 833, + "FP": 875, + "IoU": 0.7072334590332533, + "TN": 101611366, + "TP": 4126, + "n_pred": 5001, + "n_ref": 4959 + }, + "12": { + "Dice": 0.8337771015595283, + "FN": 1106, + "FP": 642, + "IoU": 0.7149380300065231, + "TN": 101611068, + "TP": 4384, + "n_pred": 5026, + "n_ref": 5490 + }, + "13": { + "Dice": 0.8062119756644253, + "FN": 9728, + "FP": 14480, + "IoU": 0.6753393058312323, + "TN": 101542636, + "TP": 50356, + "n_pred": 64836, + "n_ref": 60084 + }, + "14": { + "Dice": 0.9285237653303062, + "FN": 1240, + "FP": 8079, + "IoU": 0.8665836304027259, + "TN": 101547351, + "TP": 60530, + "n_pred": 68609, + "n_ref": 61770 + }, + "15": { + "Dice": 0.8102293205673173, + "FN": 3817, + "FP": 9978, + "IoU": 0.6809962075663676, + "TN": 101573956, + "TP": 29449, + "n_pred": 39427, + "n_ref": 33266 + }, + "2": { + "Dice": 0.8336605890603086, + "FN": 44547, + "FP": 6451, + "IoU": 0.7147667147667147, + "TN": 101438406, + "TP": 127796, + "n_pred": 134247, + "n_ref": 172343 + }, + "3": { + "Dice": 0.8736538590491517, + "FN": 10114, + "FP": 36991, + "IoU": 0.7756530850379825, + "TN": 101407235, + "TP": 162860, + "n_pred": 199851, + "n_ref": 172974 + }, + "4": { + "Dice": 0.3219013702872184, + "FN": 1660, + "FP": 59653, + "IoU": 0.19182505997416496, + "TN": 101541334, + "TP": 14553, + "n_pred": 74206, + "n_ref": 16213 + }, + "5": { + "Dice": 0.7990945836701697, + "FN": 5659, + "FP": 6767, + "IoU": 0.6654100920889655, + "TN": 101580062, + "TP": 24712, + "n_pred": 31479, + "n_ref": 30371 + }, + "6": { + "Dice": 0.8996819367596397, + "FN": 199722, + "FP": 97766, + "IoU": 0.8176562457860038, + "TN": 99985732, + "TP": 1333980, + "n_pred": 1431746, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.8874196781705712, + "FN": 43144, + "FP": 54461, + "IoU": 0.7976230216901344, + "TN": 101134907, + "TP": 384688, + "n_pred": 439149, + "n_ref": 427832 + }, + "8": { + "Dice": 0.9275807574568723, + "FN": 22109, + "FP": 10656, + "IoU": 0.8649422918384172, + "TN": 101374600, + "TP": 209835, + "n_pred": 220491, + "n_ref": 231944 + }, + "9": { + "Dice": 0.8819002123142251, + "FN": 4569, + "FP": 15901, + "IoU": 0.788749109897935, + "TN": 101520301, + "TP": 76429, + "n_pred": 92330, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9632428041690999, + "FN": 11182, + "FP": 4113, + "IoU": 0.9290919880205097, + "TN": 118966510, + "TP": 200407, + "n_pred": 204520, + "n_ref": 211589 + }, + "10": { + "Dice": 0.7568720619854066, + "FN": 13688, + "FP": 29395, + "IoU": 0.6088448653114588, + "TN": 119072069, + "TP": 67060, + "n_pred": 96455, + "n_ref": 80748 + }, + "11": { + "Dice": 0.674030310814282, + "FN": 1414, + "FP": 1124, + "IoU": 0.508330104610616, + "TN": 119177050, + "TP": 2624, + "n_pred": 3748, + "n_ref": 4038 + }, + "12": { + "Dice": 0.5664637239979706, + "FN": 1902, + "FP": 1516, + "IoU": 0.39515130065475135, + "TN": 119176561, + "TP": 2233, + "n_pred": 3749, + "n_ref": 4135 + }, + "13": { + "Dice": 0.6592947705325622, + "FN": 9077, + "FP": 15726, + "IoU": 0.4917522181922502, + "TN": 119133411, + "TP": 23998, + "n_pred": 39724, + "n_ref": 33075 + }, + "14": { + "Dice": 0.1484155089439753, + "FN": 59329, + "FP": 15699, + "IoU": 0.08015594733099576, + "TN": 119100646, + "TP": 6538, + "n_pred": 22237, + "n_ref": 65867 + }, + "15": { + "Dice": 0.2673904014436504, + "FN": 11385, + "FP": 39768, + "IoU": 0.15432813119957678, + "TN": 119121724, + "TP": 9335, + "n_pred": 49103, + "n_ref": 20720 + }, + "2": { + "Dice": 0.9401686790336405, + "FN": 15796, + "FP": 6820, + "IoU": 0.887092748095414, + "TN": 118981906, + "TP": 177690, + "n_pred": 184510, + "n_ref": 193486 + }, + "3": { + "Dice": 0.9109286758026934, + "FN": 12475, + "FP": 23611, + "IoU": 0.8364270140654818, + "TN": 118961601, + "TP": 184525, + "n_pred": 208136, + "n_ref": 197000 + }, + "4": { + "Dice": 0.7470036618891871, + "FN": 8964, + "FP": 14319, + "IoU": 0.596173858748439, + "TN": 119124556, + "TP": 34373, + "n_pred": 48692, + "n_ref": 43337 + }, + "5": { + "Dice": 0.887880163413527, + "FN": 2074, + "FP": 1878, + "IoU": 0.7983673469387755, + "TN": 119162612, + "TP": 15648, + "n_pred": 17526, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9552223440277038, + "FN": 50223, + "FP": 108097, + "IoU": 0.9142828989185742, + "TN": 117335206, + "TP": 1688686, + "n_pred": 1796783, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.8608715089467034, + "FN": 26111, + "FP": 61650, + "IoU": 0.7557281866865585, + "TN": 118822936, + "TP": 271515, + "n_pred": 333165, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9519949048528895, + "FN": 2195, + "FP": 5870, + "IoU": 0.9083876684008452, + "TN": 119094178, + "TP": 79969, + "n_pred": 85839, + "n_ref": 82164 + }, + "9": { + "Dice": 0.9212223428845302, + "FN": 9598, + "FP": 3387, + "IoU": 0.8539501507175957, + "TN": 119093304, + "TP": 75923, + "n_pred": 79310, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 79018, + "IoU": 0.0, + "TN": 61253462, + "TP": 0, + "n_pred": 79018, + "n_ref": 0 + }, + "10": { + "Dice": 0.6867912520249942, + "FN": 10687, + "FP": 10967, + "IoU": 0.5229871131181848, + "TN": 61287085, + "TP": 23741, + "n_pred": 34708, + "n_ref": 34428 + }, + "11": { + "Dice": 0.829859884610856, + "FN": 340, + "FP": 1105, + "IoU": 0.7091970215335077, + "TN": 61327511, + "TP": 3524, + "n_pred": 4629, + "n_ref": 3864 + }, + "12": { + "Dice": 0.4658837520440018, + "FN": 3283, + "FP": 310, + "IoU": 0.30368217054263563, + "TN": 61327320, + "TP": 1567, + "n_pred": 1877, + "n_ref": 4850 + }, + "13": { + "Dice": 0.5872604489870414, + "FN": 20520, + "FP": 24708, + "IoU": 0.4156891116738153, + "TN": 61255076, + "TP": 32176, + "n_pred": 56884, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9473691993456501, + "FN": 14315, + "FP": 14158, + "IoU": 0.9000014048199372, + "TN": 61047746, + "TP": 256261, + "n_pred": 270419, + "n_ref": 270576 + }, + "15": { + "Dice": 0.7132581939999915, + "FN": 14979, + "FP": 51956, + "IoU": 0.5543133755926064, + "TN": 61182296, + "TP": 83249, + "n_pred": 135205, + "n_ref": 98228 + }, + "2": { + "Dice": 0.8939302931862423, + "FN": 18812, + "FP": 14917, + "IoU": 0.8082043000358241, + "TN": 61156621, + "TP": 142130, + "n_pred": 157047, + "n_ref": 160942 + }, + "3": { + "Dice": 0.8781431944592267, + "FN": 17260, + "FP": 13653, + "IoU": 0.7827587176207677, + "TN": 61190182, + "TP": 111385, + "n_pred": 125038, + "n_ref": 128645 + }, + "4": { + "Dice": 0.931030049439568, + "FN": 2360, + "FP": 3541, + "IoU": 0.8709599825060136, + "TN": 61286750, + "TP": 39829, + "n_pred": 43370, + "n_ref": 42189 + }, + "5": { + "Dice": 0.7314380617428683, + "FN": 1085, + "FP": 4413, + "IoU": 0.5765883711975356, + "TN": 61319495, + "TP": 7487, + "n_pred": 11900, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9275412572588676, + "FN": 26437, + "FP": 157870, + "IoU": 0.864873603331476, + "TN": 59968520, + "TP": 1179653, + "n_pred": 1337523, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.46658946591501976, + "FN": 130895, + "FP": 36773, + "IoU": 0.30428215767634853, + "TN": 61091480, + "TP": 73332, + "n_pred": 110105, + "n_ref": 204227 + }, + "8": { + "Dice": 0.9195571214147998, + "FN": 9002, + "FP": 3807, + "IoU": 0.8510927691234597, + "TN": 61246460, + "TP": 73211, + "n_pred": 77018, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8826720086293243, + "FN": 6093, + "FP": 9135, + "IoU": 0.7899846915555311, + "TN": 61259971, + "TP": 57281, + "n_pred": 66416, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9754119366584904, + "FN": 3976, + "FP": 4755, + "IoU": 0.952004001957001, + "TN": 148925589, + "TP": 173180, + "n_pred": 177935, + "n_ref": 177156 + }, + "10": { + "Dice": 0.8236739069953654, + "FN": 12110, + "FP": 13875, + "IoU": 0.7002088212559272, + "TN": 149020823, + "TP": 60692, + "n_pred": 74567, + "n_ref": 72802 + }, + "11": { + "Dice": 0.8289941936692264, + "FN": 391, + "FP": 522, + "IoU": 0.7079334612923864, + "TN": 149104374, + "TP": 2213, + "n_pred": 2735, + "n_ref": 2604 + }, + "12": { + "Dice": 0.5905373831775701, + "FN": 1086, + "FP": 316, + "IoU": 0.41898052217157067, + "TN": 149105087, + "TP": 1011, + "n_pred": 1327, + "n_ref": 2097 + }, + "13": { + "Dice": 0.6811478017433352, + "FN": 30839, + "FP": 19275, + "IoU": 0.5164701568862045, + "TN": 149003858, + "TP": 53528, + "n_pred": 72803, + "n_ref": 84367 + }, + "14": { + "Dice": 0.9075057518760553, + "FN": 4120, + "FP": 14011, + "IoU": 0.8306732538266854, + "TN": 149000423, + "TP": 88946, + "n_pred": 102957, + "n_ref": 93066 + }, + "15": { + "Dice": 0.8464150943396226, + "FN": 4398, + "FP": 7812, + "IoU": 0.7337258750408897, + "TN": 149061645, + "TP": 33645, + "n_pred": 41457, + "n_ref": 38043 + }, + "2": { + "Dice": 0.9689833556122271, + "FN": 3690, + "FP": 6125, + "IoU": 0.9398328929865322, + "TN": 148944371, + "TP": 153314, + "n_pred": 159439, + "n_ref": 157004 + }, + "3": { + "Dice": 0.7730034333996161, + "FN": 3913, + "FP": 29078, + "IoU": 0.629996411107622, + "TN": 149018336, + "TP": 56173, + "n_pred": 85251, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9194490896450649, + "FN": 1366, + "FP": 2921, + "IoU": 0.850907699798289, + "TN": 149078746, + "TP": 24467, + "n_pred": 27388, + "n_ref": 25833 + }, + "5": { + "Dice": 0.5240561622464899, + "FN": 21119, + "FP": 1762, + "IoU": 0.35506511077287334, + "TN": 149072022, + "TP": 12597, + "n_pred": 14359, + "n_ref": 33716 + }, + "6": { + "Dice": 0.971542284957057, + "FN": 31983, + "FP": 30939, + "IoU": 0.9446594359171009, + "TN": 147970504, + "TP": 1074074, + "n_pred": 1105013, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.8370985898196852, + "FN": 70634, + "FP": 8958, + "IoU": 0.7198362496524001, + "TN": 148823409, + "TP": 204499, + "n_pred": 213457, + "n_ref": 275133 + }, + "8": { + "Dice": 0.9362559210612641, + "FN": 15008, + "FP": 14140, + "IoU": 0.8801514759032429, + "TN": 148864293, + "TP": 214059, + "n_pred": 228199, + "n_ref": 229067 + }, + "9": { + "Dice": 0.8979589440060127, + "FN": 11024, + "FP": 6354, + "IoU": 0.8148144201361878, + "TN": 149013659, + "TP": 76463, + "n_pred": 82817, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7605752008145218, + "FN": 170730, + "FP": 46084, + "IoU": 0.6136517530667085, + "TN": 100151612, + "TP": 344374, + "n_pred": 390458, + "n_ref": 515104 + }, + "10": { + "Dice": 0.4318327356557377, + "FN": 11497, + "FP": 59483, + "IoU": 0.2753741552157135, + "TN": 100614846, + "TP": 26974, + "n_pred": 86457, + "n_ref": 38471 + }, + "11": { + "Dice": 0.5271918496197446, + "FN": 1644, + "FP": 1651, + "IoU": 0.357950116913484, + "TN": 100707668, + "TP": 1837, + "n_pred": 3488, + "n_ref": 3481 + }, + "12": { + "Dice": 0.44071235347159604, + "FN": 3918, + "FP": 1044, + "IoU": 0.28263698135029636, + "TN": 100705883, + "TP": 1955, + "n_pred": 2999, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0, + "FN": 39155, + "FP": 2416, + "IoU": 0.0, + "TN": 100671229, + "TP": 0, + "n_pred": 2416, + "n_ref": 39155 + }, + "14": { + "Dice": 0.6972516009463314, + "FN": 19209, + "FP": 97753, + "IoU": 0.5352158570701933, + "TN": 100461152, + "TP": 134686, + "n_pred": 232439, + "n_ref": 153895 + }, + "15": { + "Dice": 0.8516949562357947, + "FN": 7205, + "FP": 23463, + "IoU": 0.741697479133152, + "TN": 100594071, + "TP": 88061, + "n_pred": 111524, + "n_ref": 95266 + }, + "2": { + "Dice": 0.5339275124912664, + "FN": 142218, + "FP": 16544, + "IoU": 0.3641890268321986, + "TN": 100463100, + "TP": 90938, + "n_pred": 107482, + "n_ref": 233156 + }, + "3": { + "Dice": 0.7275285108423624, + "FN": 29756, + "FP": 115698, + "IoU": 0.5717444493188436, + "TN": 100373157, + "TP": 194189, + "n_pred": 309887, + "n_ref": 223945 + }, + "4": { + "Dice": 0.49406386667546537, + "FN": 16474, + "FP": 67861, + "IoU": 0.3280775696541394, + "TN": 100587287, + "TP": 41178, + "n_pred": 109039, + "n_ref": 57652 + }, + "5": { + "Dice": 0.6446964938855433, + "FN": 7748, + "FP": 1869, + "IoU": 0.4756842220041435, + "TN": 100694458, + "TP": 8725, + "n_pred": 10594, + "n_ref": 16473 + }, + "6": { + "Dice": 0.6365025893110334, + "FN": 904175, + "FP": 436631, + "IoU": 0.46681613351169676, + "TN": 98198084, + "TP": 1173910, + "n_pred": 1610541, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.5510463680293124, + "FN": 23710, + "FP": 218408, + "IoU": 0.38030641966081913, + "TN": 100322094, + "TP": 148588, + "n_pred": 366996, + "n_ref": 172298 + }, + "8": { + "Dice": 0.9000959860383945, + "FN": 2849, + "FP": 20049, + "IoU": 0.8183404866361494, + "TN": 100586751, + "TP": 103151, + "n_pred": 123200, + "n_ref": 106000 + }, + "9": { + "Dice": 0.7301587301587301, + "FN": 34074, + "FP": 16025, + "IoU": 0.575, + "TN": 100594920, + "TP": 67781, + "n_pred": 83806, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9446735206260194, + "FN": 512, + "FP": 8545, + "IoU": 0.8951481262806932, + "TN": 78864321, + "TP": 77322, + "n_pred": 85867, + "n_ref": 77834 + }, + "10": { + "Dice": 0.6114215156659979, + "FN": 19137, + "FP": 6039, + "IoU": 0.4403218993842118, + "TN": 78905717, + "TP": 19807, + "n_pred": 25846, + "n_ref": 38944 + }, + "11": { + "Dice": 0.4806371875858281, + "FN": 493, + "FP": 1398, + "IoU": 0.3163412870571222, + "TN": 78947934, + "TP": 875, + "n_pred": 2273, + "n_ref": 1368 + }, + "12": { + "Dice": 0.26619853175869773, + "FN": 2143, + "FP": 156, + "IoU": 0.15353460972017674, + "TN": 78947984, + "TP": 417, + "n_pred": 573, + "n_ref": 2560 + }, + "13": { + "Dice": 0.3813220363051144, + "FN": 43293, + "FP": 8989, + "IoU": 0.23557622013626928, + "TN": 78882306, + "TP": 16112, + "n_pred": 25101, + "n_ref": 59405 + }, + "14": { + "Dice": 0.3358840978461803, + "FN": 19456, + "FP": 11440, + "IoU": 0.20183936552222997, + "TN": 78911991, + "TP": 7813, + "n_pred": 19253, + "n_ref": 27269 + }, + "15": { + "Dice": 0.9173603305924806, + "FN": 4842, + "FP": 4937, + "IoU": 0.84733670538279, + "TN": 78886644, + "TP": 54277, + "n_pred": 59214, + "n_ref": 59119 + }, + "2": { + "Dice": 0.9457148168804611, + "FN": 8555, + "FP": 1957, + "IoU": 0.8970199259389878, + "TN": 78848622, + "TP": 91566, + "n_pred": 93523, + "n_ref": 100121 + }, + "3": { + "Dice": 0.9373978201634877, + "FN": 2111, + "FP": 8917, + "IoU": 0.8821719340983396, + "TN": 78857106, + "TP": 82566, + "n_pred": 91483, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8254579111457522, + "FN": 183, + "FP": 6983, + "IoU": 0.7027912571025673, + "TN": 78926589, + "TP": 16945, + "n_pred": 23928, + "n_ref": 17128 + }, + "5": { + "Dice": 0.5261243451616092, + "FN": 21491, + "FP": 2480, + "IoU": 0.3569665754600569, + "TN": 78913422, + "TP": 13307, + "n_pred": 15787, + "n_ref": 34798 + }, + "6": { + "Dice": 0.9443089905632868, + "FN": 48093, + "FP": 29636, + "IoU": 0.8944937317095683, + "TN": 78213976, + "TP": 658995, + "n_pred": 688631, + "n_ref": 707088 + }, + "7": { + "Dice": 0.46480934863981976, + "FN": 490892, + "FP": 39270, + "IoU": 0.30276978838295965, + "TN": 78190317, + "TP": 230221, + "n_pred": 269491, + "n_ref": 721113 + }, + "8": { + "Dice": 0.9067350013487109, + "FN": 55466, + "FP": 1238, + "IoU": 0.8293826313540708, + "TN": 78618354, + "TP": 275642, + "n_pred": 276880, + "n_ref": 331108 + }, + "9": { + "Dice": 0.6644496912861783, + "FN": 27077, + "FP": 3194, + "IoU": 0.49751004282726335, + "TN": 78890458, + "TP": 29971, + "n_pred": 33165, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9780955569372041, + "FN": 5044, + "FP": 1368, + "IoU": 0.957130153975757, + "TN": 104854871, + "TP": 143157, + "n_pred": 144525, + "n_ref": 148201 + }, + "10": { + "Dice": 0.741930907285238, + "FN": 14021, + "FP": 36911, + "IoU": 0.5897378065971244, + "TN": 104880295, + "TP": 73213, + "n_pred": 110124, + "n_ref": 87234 + }, + "11": { + "Dice": 0.87639146567718, + "FN": 552, + "FP": 514, + "IoU": 0.7799793601651187, + "TN": 104999595, + "TP": 3779, + "n_pred": 4293, + "n_ref": 4331 + }, + "12": { + "Dice": 0.7192202138733794, + "FN": 1033, + "FP": 1934, + "IoU": 0.5615486921826511, + "TN": 104997673, + "TP": 3800, + "n_pred": 5734, + "n_ref": 4833 + }, + "13": { + "Dice": 0.8583005784041159, + "FN": 10671, + "FP": 11500, + "IoU": 0.7517745583197116, + "TN": 104915122, + "TP": 67147, + "n_pred": 78647, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9529138588480902, + "FN": 2984, + "FP": 3647, + "IoU": 0.9100625262786691, + "TN": 104930711, + "TP": 67098, + "n_pred": 70745, + "n_ref": 70082 + }, + "15": { + "Dice": 0.87643220032736, + "FN": 3745, + "FP": 2068, + "IoU": 0.7800438928409263, + "TN": 104978012, + "TP": 20615, + "n_pred": 22683, + "n_ref": 24360 + }, + "2": { + "Dice": 0.9181715205811591, + "FN": 23630, + "FP": 2593, + "IoU": 0.8487218982018311, + "TN": 104831097, + "TP": 147120, + "n_pred": 149713, + "n_ref": 170750 + }, + "3": { + "Dice": 0.9188804612021056, + "FN": 3080, + "FP": 23486, + "IoU": 0.8499341915731321, + "TN": 104827411, + "TP": 150463, + "n_pred": 173949, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1007, + "IoU": 0.0, + "TN": 105003433, + "TP": 0, + "n_pred": 1007, + "n_ref": 0 + }, + "5": { + "Dice": 0.7128627643876045, + "FN": 6892, + "FP": 11788, + "IoU": 0.5538358650998376, + "TN": 104962572, + "TP": 23188, + "n_pred": 34976, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9474935674934895, + "FN": 22507, + "FP": 111973, + "IoU": 0.9002259161847245, + "TN": 103656595, + "TP": 1213365, + "n_pred": 1325338, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.8933880604769574, + "FN": 15154, + "FP": 36145, + "IoU": 0.8073182915973363, + "TN": 104738203, + "TP": 214938, + "n_pred": 251083, + "n_ref": 230092 + }, + "8": { + "Dice": 0.9384518386806554, + "FN": 34996, + "FP": 8445, + "IoU": 0.8840407556396698, + "TN": 104629817, + "TP": 331182, + "n_pred": 339627, + "n_ref": 366178 + }, + "9": { + "Dice": 0.8967327521166905, + "FN": 7977, + "FP": 11733, + "IoU": 0.8127974013885855, + "TN": 104899153, + "TP": 85577, + "n_pred": 97310, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8969631844636898, + "FN": 74214, + "FP": 4797, + "IoU": 0.8131761078414913, + "TN": 177253371, + "TP": 343906, + "n_pred": 348703, + "n_ref": 418120 + }, + "10": { + "Dice": 0.45165021096142727, + "FN": 40329, + "FP": 36480, + "IoU": 0.2916977895814314, + "TN": 177567847, + "TP": 31632, + "n_pred": 68112, + "n_ref": 71961 + }, + "11": { + "Dice": 0.8041635368601782, + "FN": 996, + "FP": 829, + "IoU": 0.6724694903086863, + "TN": 177670716, + "TP": 3747, + "n_pred": 4576, + "n_ref": 4743 + }, + "12": { + "Dice": 0.7162028280644871, + "FN": 1222, + "FP": 1929, + "IoU": 0.5578784902483513, + "TN": 177669161, + "TP": 3976, + "n_pred": 5905, + "n_ref": 5198 + }, + "13": { + "Dice": 0.8158984811624695, + "FN": 15038, + "FP": 12962, + "IoU": 0.6890443667055361, + "TN": 177586243, + "TP": 62045, + "n_pred": 75007, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9262049162385239, + "FN": 4315, + "FP": 7147, + "IoU": 0.8625527628549501, + "TN": 177592896, + "TP": 71930, + "n_pred": 79077, + "n_ref": 76245 + }, + "15": { + "Dice": 0.5031067363888034, + "FN": 2724, + "FP": 37661, + "IoU": 0.336100608252507, + "TN": 177615458, + "TP": 20445, + "n_pred": 58106, + "n_ref": 23169 + }, + "2": { + "Dice": 0.9641138879891814, + "FN": 10467, + "FP": 4712, + "IoU": 0.9307141748600954, + "TN": 177457210, + "TP": 203899, + "n_pred": 208611, + "n_ref": 214366 + }, + "3": { + "Dice": 0.9690551985694354, + "FN": 9788, + "FP": 2810, + "IoU": 0.9399680731933955, + "TN": 177466433, + "TP": 197257, + "n_pred": 200067, + "n_ref": 207045 + }, + "4": { + "Dice": 0.8101829416040708, + "FN": 7684, + "FP": 4850, + "IoU": 0.6809306824835171, + "TN": 177637005, + "TP": 26749, + "n_pred": 31599, + "n_ref": 34433 + }, + "5": { + "Dice": 0.743974299506949, + "FN": 9528, + "FP": 5375, + "IoU": 0.5923241054820002, + "TN": 177639732, + "TP": 21653, + "n_pred": 27028, + "n_ref": 31181 + }, + "6": { + "Dice": 0.8637474335053438, + "FN": 256599, + "FP": 232085, + "IoU": 0.7601720418287002, + "TN": 175638644, + "TP": 1548960, + "n_pred": 1781045, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.7422625584794057, + "FN": 24849, + "FP": 213587, + "IoU": 0.5901570025473809, + "TN": 177094514, + "TP": 343338, + "n_pred": 556925, + "n_ref": 368187 + }, + "8": { + "Dice": 0.8453936048672384, + "FN": 15194, + "FP": 52198, + "IoU": 0.7321920339528618, + "TN": 177424645, + "TP": 184251, + "n_pred": 236449, + "n_ref": 199445 + }, + "9": { + "Dice": 0.9091420189781495, + "FN": 9091, + "FP": 16120, + "IoU": 0.8334192303626176, + "TN": 177524944, + "TP": 126133, + "n_pred": 142253, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9667423212393076, + "FN": 6461, + "FP": 5965, + "IoU": 0.935625586057909, + "TN": 193812508, + "TP": 180601, + "n_pred": 186566, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8547836212996651, + "FN": 10339, + "FP": 15724, + "IoU": 0.7463948623139048, + "TN": 193902765, + "TP": 76707, + "n_pred": 92431, + "n_ref": 87046 + }, + "11": { + "Dice": 0.7896341463414634, + "FN": 781, + "FP": 461, + "IoU": 0.6523929471032746, + "TN": 194001962, + "TP": 2331, + "n_pred": 2792, + "n_ref": 3112 + }, + "12": { + "Dice": 0.7734713865957744, + "FN": 1186, + "FP": 433, + "IoU": 0.6306182979694274, + "TN": 194001152, + "TP": 2764, + "n_pred": 3197, + "n_ref": 3950 + }, + "13": { + "Dice": 0.7690168720813262, + "FN": 19862, + "FP": 8381, + "IoU": 0.6247176379919743, + "TN": 193930277, + "TP": 47015, + "n_pred": 55396, + "n_ref": 66877 + }, + "14": { + "Dice": 0.9042740426477944, + "FN": 2687, + "FP": 12814, + "IoU": 0.8252739077505749, + "TN": 193916819, + "TP": 73215, + "n_pred": 86029, + "n_ref": 75902 + }, + "15": { + "Dice": 0.731251536759282, + "FN": 1635, + "FP": 12574, + "IoU": 0.5763565891472868, + "TN": 193971995, + "TP": 19331, + "n_pred": 31905, + "n_ref": 20966 + }, + "2": { + "Dice": 0.9641975529799545, + "FN": 4338, + "FP": 5655, + "IoU": 0.9308701246592969, + "TN": 193860981, + "TP": 134561, + "n_pred": 140216, + "n_ref": 138899 + }, + "3": { + "Dice": 0.9574334980351905, + "FN": 6763, + "FP": 4600, + "IoU": 0.9183428550896482, + "TN": 193866380, + "TP": 127792, + "n_pred": 132392, + "n_ref": 134555 + }, + "4": { + "Dice": 0.9033166458072591, + "FN": 820, + "FP": 3506, + "IoU": 0.8236804564907275, + "TN": 193981000, + "TP": 20209, + "n_pred": 23715, + "n_ref": 21029 + }, + "5": { + "Dice": 0.5622183148406394, + "FN": 13361, + "FP": 8300, + "IoU": 0.3910317683441102, + "TN": 193969965, + "TP": 13909, + "n_pred": 22209, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9388630212653222, + "FN": 29680, + "FP": 146857, + "IoU": 0.8847708072381403, + "TN": 192473484, + "TP": 1355514, + "n_pred": 1502371, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.8772783909677773, + "FN": 34008, + "FP": 46558, + "IoU": 0.7813855045722193, + "TN": 193637005, + "TP": 287964, + "n_pred": 334522, + "n_ref": 321972 + }, + "8": { + "Dice": 0.9332207294925038, + "FN": 13768, + "FP": 18810, + "IoU": 0.8748020844542143, + "TN": 193745323, + "TP": 227634, + "n_pred": 246444, + "n_ref": 241402 + }, + "9": { + "Dice": 0.907986202677187, + "FN": 12339, + "FP": 5107, + "IoU": 0.8314786909315715, + "TN": 193902011, + "TP": 86078, + "n_pred": 91185, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.966109789310192, + "FN": 2178, + "FP": 5699, + "IoU": 0.9344413742592715, + "TN": 99535648, + "TP": 112275, + "n_pred": 117974, + "n_ref": 114453 + }, + "10": { + "Dice": 0.8744135092865534, + "FN": 11023, + "FP": 6402, + "IoU": 0.7768514605504118, + "TN": 99577713, + "TP": 60662, + "n_pred": 67064, + "n_ref": 71685 + }, + "11": { + "Dice": 0.7939235844713826, + "FN": 1055, + "FP": 288, + "IoU": 0.6582697201017812, + "TN": 99651870, + "TP": 2587, + "n_pred": 2875, + "n_ref": 3642 + }, + "12": { + "Dice": 0.6312393243499715, + "FN": 1905, + "FP": 38, + "IoU": 0.46117581808097613, + "TN": 99652194, + "TP": 1663, + "n_pred": 1701, + "n_ref": 3568 + }, + "13": { + "Dice": 0.7215105894360806, + "FN": 17155, + "FP": 4673, + "IoU": 0.5643461599872266, + "TN": 99605696, + "TP": 28276, + "n_pred": 32949, + "n_ref": 45431 + }, + "14": { + "Dice": 0.4300952536246654, + "FN": 38314, + "FP": 3627, + "IoU": 0.27396264303148854, + "TN": 99598033, + "TP": 15826, + "n_pred": 19453, + "n_ref": 54140 + }, + "15": { + "Dice": 0.5544507038703417, + "FN": 15950, + "FP": 19403, + "IoU": 0.38355710549258937, + "TN": 99598450, + "TP": 21997, + "n_pred": 41400, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9587363563758985, + "FN": 6712, + "FP": 2588, + "IoU": 0.9207431395943412, + "TN": 99538460, + "TP": 108040, + "n_pred": 110628, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9633207840785213, + "FN": 4954, + "FP": 4097, + "IoU": 0.9292370959923694, + "TN": 99527894, + "TP": 118855, + "n_pred": 122952, + "n_ref": 123809 + }, + "4": { + "Dice": 0.8819161676646706, + "FN": 2337, + "FP": 2100, + "IoU": 0.7887746358183376, + "TN": 99634794, + "TP": 16569, + "n_pred": 18669, + "n_ref": 18906 + }, + "5": { + "Dice": 0.8782077958107921, + "FN": 635, + "FP": 1121, + "IoU": 0.7828613824656857, + "TN": 99647713, + "TP": 6331, + "n_pred": 7452, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9676877360896236, + "FN": 52478, + "FP": 34448, + "IoU": 0.9373982756187003, + "TN": 98267244, + "TP": 1301630, + "n_pred": 1336078, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.9109701736370426, + "FN": 10840, + "FP": 19678, + "IoU": 0.8364969917118044, + "TN": 99469149, + "TP": 156133, + "n_pred": 175811, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9627463721030972, + "FN": 3132, + "FP": 4436, + "IoU": 0.9281687199832951, + "TN": 99550442, + "TP": 97790, + "n_pred": 102226, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9333174229521712, + "FN": 9498, + "FP": 2796, + "IoU": 0.8749720329502695, + "TN": 99557470, + "TP": 86036, + "n_pred": 88832, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9485081114947748, + "FN": 42707, + "FP": 1180, + "IoU": 0.902059370941178, + "TN": 62635422, + "TP": 404211, + "n_pred": 405391, + "n_ref": 446918 + }, + "10": { + "Dice": 0.8944212665426788, + "FN": 8566, + "FP": 6137, + "IoU": 0.8090073004078876, + "TN": 63006538, + "TP": 62279, + "n_pred": 68416, + "n_ref": 70845 + }, + "11": { + "Dice": 0.7800882167611847, + "FN": 1069, + "FP": 327, + "IoU": 0.6394628099173554, + "TN": 63079648, + "TP": 2476, + "n_pred": 2803, + "n_ref": 3545 + }, + "12": { + "Dice": 0.759075907590759, + "FN": 857, + "FP": 822, + "IoU": 0.6117021276595744, + "TN": 63079196, + "TP": 2645, + "n_pred": 3467, + "n_ref": 3502 + }, + "13": { + "Dice": 0.7323314845925483, + "FN": 13833, + "FP": 9429, + "IoU": 0.5776995134703362, + "TN": 63028436, + "TP": 31822, + "n_pred": 41251, + "n_ref": 45655 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9801169778448618, + "FN": 1895, + "FP": 3058, + "IoU": 0.9610092104227348, + "TN": 62956490, + "TP": 122077, + "n_pred": 125135, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9847712963902043, + "FN": 1362, + "FP": 2542, + "IoU": 0.9699994620805189, + "TN": 62953389, + "TP": 126227, + "n_pred": 128769, + "n_ref": 127589 + }, + "4": { + "Dice": 0.48440658388680335, + "FN": 11319, + "FP": 2965, + "IoU": 0.31961512813184717, + "TN": 63062526, + "TP": 6710, + "n_pred": 9675, + "n_ref": 18029 + }, + "5": { + "Dice": 0.6162992651970608, + "FN": 7728, + "FP": 3760, + "IoU": 0.44539924688616395, + "TN": 63062806, + "TP": 9226, + "n_pred": 12986, + "n_ref": 16954 + }, + "6": { + "Dice": 0.9049583054816795, + "FN": 175214, + "FP": 25266, + "IoU": 0.8264144735418011, + "TN": 61928585, + "TP": 954455, + "n_pred": 979721, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.8096928877338117, + "FN": 12877, + "FP": 54710, + "IoU": 0.68023863706255, + "TN": 62872153, + "TP": 143780, + "n_pred": 198490, + "n_ref": 156657 + }, + "8": { + "Dice": 0.9375790864214698, + "FN": 10819, + "FP": 2648, + "IoU": 0.8824930631904089, + "TN": 62968914, + "TP": 101139, + "n_pred": 103787, + "n_ref": 111958 + }, + "9": { + "Dice": 0.9073476046209674, + "FN": 2008, + "FP": 6341, + "IoU": 0.8304082876294943, + "TN": 63034290, + "TP": 40881, + "n_pred": 47222, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9717624242896752, + "FN": 13348, + "FP": 4037, + "IoU": 0.9450757755262584, + "TN": 109292291, + "TP": 299142, + "n_pred": 303179, + "n_ref": 312490 + }, + "10": { + "Dice": 0.6289311028174699, + "FN": 18583, + "FP": 63244, + "IoU": 0.45871589976979865, + "TN": 109457646, + "TP": 69345, + "n_pred": 132589, + "n_ref": 87928 + }, + "11": { + "Dice": 0.7357169185403613, + "FN": 1472, + "FP": 679, + "IoU": 0.5819241982507288, + "TN": 109603673, + "TP": 2994, + "n_pred": 3673, + "n_ref": 4466 + }, + "12": { + "Dice": 0.6781864299302474, + "FN": 1942, + "FP": 88, + "IoU": 0.5130726792995922, + "TN": 109604649, + "TP": 2139, + "n_pred": 2227, + "n_ref": 4081 + }, + "13": { + "Dice": 0.6391354742884112, + "FN": 34736, + "FP": 17257, + "IoU": 0.46965400465135254, + "TN": 109510782, + "TP": 46043, + "n_pred": 63300, + "n_ref": 80779 + }, + "14": { + "Dice": 0.5929644275706056, + "FN": 29289, + "FP": 63555, + "IoU": 0.42142817082214235, + "TN": 109448347, + "TP": 67627, + "n_pred": 131182, + "n_ref": 96916 + }, + "15": { + "Dice": 0.8417663251747142, + "FN": 10735, + "FP": 24156, + "IoU": 0.7267672693955222, + "TN": 109481121, + "TP": 92806, + "n_pred": 116962, + "n_ref": 103541 + }, + "2": { + "Dice": 0.7771144900289108, + "FN": 77243, + "FP": 1239, + "IoU": 0.6354760798885276, + "TN": 109393518, + "TP": 136818, + "n_pred": 138057, + "n_ref": 214061 + }, + "3": { + "Dice": 0.8549098659969266, + "FN": 12857, + "FP": 66172, + "IoU": 0.7465874000750339, + "TN": 109296959, + "TP": 232830, + "n_pred": 299002, + "n_ref": 245687 + }, + "4": { + "Dice": 0.7216255505652108, + "FN": 17031, + "FP": 8629, + "IoU": 0.5644868378621497, + "TN": 109549899, + "TP": 33259, + "n_pred": 41888, + "n_ref": 50290 + }, + "5": { + "Dice": 0.7486378122751105, + "FN": 3270, + "FP": 1620, + "IoU": 0.5982582977325008, + "TN": 109596646, + "TP": 7282, + "n_pred": 8902, + "n_ref": 10552 + }, + "6": { + "Dice": 0.8937107419777791, + "FN": 45698, + "FP": 240869, + "IoU": 0.8078454486447052, + "TN": 108117482, + "TP": 1204769, + "n_pred": 1445638, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.7446803464984006, + "FN": 412923, + "FP": 125395, + "IoU": 0.5932196986012153, + "TN": 108285455, + "TP": 785045, + "n_pred": 910440, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9471780068728523, + "FN": 3284, + "FP": 6323, + "IoU": 0.8996563645669045, + "TN": 109513077, + "TP": 86134, + "n_pred": 92457, + "n_ref": 89418 + }, + "9": { + "Dice": 0.7780113257004377, + "FN": 8008, + "FP": 18923, + "IoU": 0.6366763801197992, + "TN": 109534694, + "TP": 47193, + "n_pred": 66116, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8692451881314863, + "FN": 1737, + "FP": 15423, + "IoU": 0.7687300367929487, + "TN": 66993153, + "TP": 57039, + "n_pred": 72462, + "n_ref": 58776 + }, + "10": { + "Dice": 0.7409856907138413, + "FN": 24009, + "FP": 14293, + "IoU": 0.5885442963185769, + "TN": 66974263, + "TP": 54787, + "n_pred": 69080, + "n_ref": 78796 + }, + "11": { + "Dice": 0.502116850127011, + "FN": 1940, + "FP": 412, + "IoU": 0.3352176370830978, + "TN": 67063814, + "TP": 1186, + "n_pred": 1598, + "n_ref": 3126 + }, + "12": { + "Dice": 0.5377679823682628, + "FN": 1969, + "FP": 338, + "IoU": 0.36777199232666485, + "TN": 67063703, + "TP": 1342, + "n_pred": 1680, + "n_ref": 3311 + }, + "13": { + "Dice": 0.4504907360218324, + "FN": 24510, + "FP": 8915, + "IoU": 0.2907312311675084, + "TN": 67020226, + "TP": 13701, + "n_pred": 22616, + "n_ref": 38211 + }, + "14": { + "Dice": 0.8688971306886217, + "FN": 8355, + "FP": 11900, + "IoU": 0.7681857718366599, + "TN": 66979976, + "TP": 67121, + "n_pred": 79021, + "n_ref": 75476 + }, + "15": { + "Dice": 0.26621665704750197, + "FN": 20753, + "FP": 37731, + "IoU": 0.15354666898238606, + "TN": 66998259, + "TP": 10609, + "n_pred": 48340, + "n_ref": 31362 + }, + "2": { + "Dice": 0.865071938949108, + "FN": 3661, + "FP": 40753, + "IoU": 0.7622262314565477, + "TN": 66880561, + "TP": 142377, + "n_pred": 183130, + "n_ref": 146038 + }, + "3": { + "Dice": 0.8429389191144655, + "FN": 41535, + "FP": 2749, + "IoU": 0.7285172174915245, + "TN": 66904233, + "TP": 118835, + "n_pred": 121584, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 10111, + "IoU": 0.0, + "TN": 67044202, + "TP": 0, + "n_pred": 10111, + "n_ref": 13039 + }, + "5": { + "Dice": 0.7550655542312277, + "FN": 2586, + "FP": 1524, + "IoU": 0.6065102920057444, + "TN": 67056907, + "TP": 6335, + "n_pred": 7859, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9561528930008615, + "FN": 67069, + "FP": 25820, + "IoU": 0.9159894074426462, + "TN": 65961670, + "TP": 1012793, + "n_pred": 1038613, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.6036526165885601, + "FN": 197103, + "FP": 5790, + "IoU": 0.4323083379966424, + "TN": 66709952, + "TP": 154507, + "n_pred": 160297, + "n_ref": 351610 + }, + "8": { + "Dice": 0.8786679582289846, + "FN": 11333, + "FP": 9209, + "IoU": 0.7835930174983934, + "TN": 66972429, + "TP": 74381, + "n_pred": 83590, + "n_ref": 85714 + }, + "9": { + "Dice": 0.896576259565192, + "FN": 8040, + "FP": 7949, + "IoU": 0.8125403022522364, + "TN": 66982059, + "TP": 69304, + "n_pred": 77253, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6057576279951733, + "FN": 101152, + "FP": 1763, + "IoU": 0.4344708209693373, + "TN": 74337300, + "TP": 79065, + "n_pred": 80828, + "n_ref": 180217 + }, + "10": { + "Dice": 0.7401401243800677, + "FN": 13840, + "FP": 15869, + "IoU": 0.5874781304673832, + "TN": 74447262, + "TP": 42309, + "n_pred": 58178, + "n_ref": 56149 + }, + "11": { + "Dice": 0.7297663393159499, + "FN": 1232, + "FP": 364, + "IoU": 0.574513463076513, + "TN": 74515529, + "TP": 2155, + "n_pred": 2519, + "n_ref": 3387 + }, + "12": { + "Dice": 0.6753547639733565, + "FN": 1035, + "FP": 86, + "IoU": 0.509838216003498, + "TN": 74516993, + "TP": 1166, + "n_pred": 1252, + "n_ref": 2201 + }, + "13": { + "Dice": 0.5415314070217165, + "FN": 17617, + "FP": 25176, + "IoU": 0.3713013839508712, + "TN": 74451214, + "TP": 25273, + "n_pred": 50449, + "n_ref": 42890 + }, + "14": { + "Dice": 0.6348228043143297, + "FN": 4733, + "FP": 26551, + "IoU": 0.4650112866817156, + "TN": 74460804, + "TP": 27192, + "n_pred": 53743, + "n_ref": 31925 + }, + "15": { + "Dice": 0.7767708909795241, + "FN": 7901, + "FP": 5007, + "IoU": 0.6350166826895889, + "TN": 74483914, + "TP": 22458, + "n_pred": 27465, + "n_ref": 30359 + }, + "2": { + "Dice": 0.9004349451890339, + "FN": 3652, + "FP": 26702, + "IoU": 0.8189010202255236, + "TN": 74351670, + "TP": 137256, + "n_pred": 163958, + "n_ref": 140908 + }, + "3": { + "Dice": 0.9246694638821761, + "FN": 19998, + "FP": 2103, + "IoU": 0.8598932447509889, + "TN": 74361536, + "TP": 135643, + "n_pred": 137746, + "n_ref": 155641 + }, + "4": { + "Dice": 0.2973499433748584, + "FN": 9996, + "FP": 5515, + "IoU": 0.17463949342840418, + "TN": 74500487, + "TP": 3282, + "n_pred": 8797, + "n_ref": 13278 + }, + "5": { + "Dice": 0.6913177282476919, + "FN": 2741, + "FP": 3879, + "IoU": 0.5282548279056509, + "TN": 74505247, + "TP": 7413, + "n_pred": 11292, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9388264336693364, + "FN": 90046, + "FP": 107504, + "IoU": 0.884705823304306, + "TN": 72805837, + "TP": 1515893, + "n_pred": 1623397, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.5039743165513212, + "FN": 95608, + "FP": 45300, + "IoU": 0.33687544413645754, + "TN": 74306789, + "TP": 71583, + "n_pred": 116883, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9606058717197532, + "FN": 2735, + "FP": 2321, + "IoU": 0.9241979010494753, + "TN": 74452580, + "TP": 61644, + "n_pred": 63965, + "n_ref": 64379 + }, + "9": { + "Dice": 0.9069864497213345, + "FN": 7014, + "FP": 10593, + "IoU": 0.8298034818416449, + "TN": 74415829, + "TP": 85844, + "n_pred": 96437, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9115066924914971, + "FN": 9028, + "FP": 44154, + "IoU": 0.8374022019279864, + "TN": 65724103, + "TP": 273895, + "n_pred": 318049, + "n_ref": 282923 + }, + "10": { + "Dice": 0.5478072102677781, + "FN": 41769, + "FP": 27180, + "IoU": 0.37722760651414017, + "TN": 65940467, + "TP": 41764, + "n_pred": 68944, + "n_ref": 83533 + }, + "11": { + "Dice": 0.7323121808898614, + "FN": 625, + "FP": 1577, + "IoU": 0.5776754890678941, + "TN": 66045966, + "TP": 3012, + "n_pred": 4589, + "n_ref": 3637 + }, + "12": { + "Dice": 0.5356576862123613, + "FN": 1843, + "FP": 208, + "IoU": 0.3658008658008658, + "TN": 66047946, + "TP": 1183, + "n_pred": 1391, + "n_ref": 3026 + }, + "13": { + "Dice": 0.7684896628984622, + "FN": 9897, + "FP": 12835, + "IoU": 0.6240220968889036, + "TN": 65990719, + "TP": 37729, + "n_pred": 50564, + "n_ref": 47626 + }, + "14": { + "Dice": 0.8894073295840801, + "FN": 1103, + "FP": 13213, + "IoU": 0.8008402659914861, + "TN": 65979298, + "TP": 57566, + "n_pred": 70779, + "n_ref": 58669 + }, + "15": { + "Dice": 0.8387792033508875, + "FN": 3970, + "FP": 3959, + "IoU": 0.7223253370688145, + "TN": 66022625, + "TP": 20626, + "n_pred": 24585, + "n_ref": 24596 + }, + "2": { + "Dice": 0.9365814725462098, + "FN": 14867, + "FP": 2614, + "IoU": 0.8807270593533156, + "TN": 65904617, + "TP": 129082, + "n_pred": 131696, + "n_ref": 143949 + }, + "3": { + "Dice": 0.940664068589244, + "FN": 5968, + "FP": 13064, + "IoU": 0.8879752311776374, + "TN": 65881289, + "TP": 150859, + "n_pred": 163923, + "n_ref": 156827 + }, + "4": { + "Dice": 0.9137889481838526, + "FN": 2987, + "FP": 2021, + "IoU": 0.8412627975530128, + "TN": 66019631, + "TP": 26541, + "n_pred": 28562, + "n_ref": 29528 + }, + "5": { + "Dice": 0.8046997125712269, + "FN": 2000, + "FP": 1873, + "IoU": 0.6732197097536281, + "TN": 66039328, + "TP": 7979, + "n_pred": 9852, + "n_ref": 9979 + }, + "6": { + "Dice": 0.9403666622533335, + "FN": 36232, + "FP": 88980, + "IoU": 0.8874453348674778, + "TN": 64938725, + "TP": 987243, + "n_pred": 1076223, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.7731233402440573, + "FN": 355264, + "FP": 9364, + "IoU": 0.6301557162215893, + "TN": 65065284, + "TP": 621268, + "n_pred": 630632, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9577063896558855, + "FN": 2564, + "FP": 4390, + "IoU": 0.9188451125011671, + "TN": 65965492, + "TP": 78734, + "n_pred": 83124, + "n_ref": 81298 + }, + "9": { + "Dice": 0.9048542548189938, + "FN": 8497, + "FP": 4455, + "IoU": 0.8262409444593507, + "TN": 65976640, + "TP": 61588, + "n_pred": 66043, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9819319311165057, + "FN": 2971, + "FP": 2574, + "IoU": 0.9645051849955192, + "TN": 113316320, + "TP": 150675, + "n_pred": 153249, + "n_ref": 153646 + }, + "10": { + "Dice": 0.8577748233730021, + "FN": 7659, + "FP": 16518, + "IoU": 0.7509682336945326, + "TN": 113375456, + "TP": 72907, + "n_pred": 89425, + "n_ref": 80566 + }, + "11": { + "Dice": 0.695852534562212, + "FN": 1267, + "FP": 449, + "IoU": 0.5335689045936396, + "TN": 113468861, + "TP": 1963, + "n_pred": 2412, + "n_ref": 3230 + }, + "12": { + "Dice": 0.8485869847031372, + "FN": 810, + "FP": 358, + "IoU": 0.7369961720333258, + "TN": 113468099, + "TP": 3273, + "n_pred": 3631, + "n_ref": 4083 + }, + "13": { + "Dice": 0.6471803620509904, + "FN": 25663, + "FP": 30176, + "IoU": 0.4783936778388073, + "TN": 113365488, + "TP": 51213, + "n_pred": 81389, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9430358004515516, + "FN": 26140, + "FP": 2547, + "IoU": 0.8922116764734616, + "TN": 113206398, + "TP": 237455, + "n_pred": 240002, + "n_ref": 263595 + }, + "15": { + "Dice": 0.4224051211705533, + "FN": 3407, + "FP": 47121, + "IoU": 0.2677525940525187, + "TN": 113403536, + "TP": 18476, + "n_pred": 65597, + "n_ref": 21883 + }, + "2": { + "Dice": 0.9693640681290608, + "FN": 4525, + "FP": 3222, + "IoU": 0.9405494589824265, + "TN": 113342230, + "TP": 122563, + "n_pred": 125785, + "n_ref": 127088 + }, + "3": { + "Dice": 0.9187013954643528, + "FN": 1929, + "FP": 19021, + "IoU": 0.8496278378708163, + "TN": 113333219, + "TP": 118371, + "n_pred": 137392, + "n_ref": 120300 + }, + "4": { + "Dice": 0.804802553959331, + "FN": 2101, + "FP": 11962, + "IoU": 0.6733636828169276, + "TN": 113429486, + "TP": 28991, + "n_pred": 40953, + "n_ref": 31092 + }, + "5": { + "Dice": 0.7219932385495299, + "FN": 9441, + "FP": 8568, + "IoU": 0.5649369473836788, + "TN": 113431146, + "TP": 23385, + "n_pred": 31953, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9612205764222436, + "FN": 46336, + "FP": 42202, + "IoU": 0.925336558084309, + "TN": 112286712, + "TP": 1097290, + "n_pred": 1139492, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.8835783909583865, + "FN": 30473, + "FP": 18951, + "IoU": 0.791437915391919, + "TN": 113235565, + "TP": 187551, + "n_pred": 206502, + "n_ref": 218024 + }, + "8": { + "Dice": 0.9548202082075037, + "FN": 13803, + "FP": 5197, + "IoU": 0.9135463732703587, + "TN": 113252769, + "TP": 200771, + "n_pred": 205968, + "n_ref": 214574 + }, + "9": { + "Dice": 0.9197907458663613, + "FN": 11031, + "FP": 5574, + "IoU": 0.8514931179737597, + "TN": 113360727, + "TP": 95208, + "n_pred": 100782, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8217888455069877, + "FN": 3321, + "FP": 50402, + "IoU": 0.6974885973309308, + "TN": 75019138, + "TP": 123867, + "n_pred": 174269, + "n_ref": 127188 + }, + "10": { + "Dice": 0.845146500015702, + "FN": 19319, + "FP": 10267, + "IoU": 0.7318213955512046, + "TN": 75086406, + "TP": 80736, + "n_pred": 91003, + "n_ref": 100055 + }, + "11": { + "Dice": 0.7135457541987129, + "FN": 1271, + "FP": 554, + "IoU": 0.5546608101512933, + "TN": 75192630, + "TP": 2273, + "n_pred": 2827, + "n_ref": 3544 + }, + "12": { + "Dice": 0.6086956521739131, + "FN": 1573, + "FP": 398, + "IoU": 0.4375, + "TN": 75193224, + "TP": 1533, + "n_pred": 1931, + "n_ref": 3106 + }, + "13": { + "Dice": 0.6690594870846537, + "FN": 15462, + "FP": 23909, + "IoU": 0.5026967626217332, + "TN": 75117559, + "TP": 39798, + "n_pred": 63707, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9464724262588659, + "FN": 5684, + "FP": 8723, + "IoU": 0.8983841048392216, + "TN": 75054949, + "TP": 127372, + "n_pred": 136095, + "n_ref": 133056 + }, + "15": { + "Dice": 0.8931796637229955, + "FN": 11155, + "FP": 3832, + "IoU": 0.8069780021637216, + "TN": 75119084, + "TP": 62657, + "n_pred": 66489, + "n_ref": 73812 + }, + "2": { + "Dice": 0.9506401228393554, + "FN": 4226, + "FP": 10529, + "IoU": 0.9059238336914455, + "TN": 75039887, + "TP": 142086, + "n_pred": 152615, + "n_ref": 146312 + }, + "3": { + "Dice": 0.9504625741474285, + "FN": 3787, + "FP": 11195, + "IoU": 0.9056014113792452, + "TN": 75038018, + "TP": 143728, + "n_pred": 154923, + "n_ref": 147515 + }, + "4": { + "Dice": 0.91913724856612, + "FN": 2207, + "FP": 1797, + "IoU": 0.850373692077728, + "TN": 75169968, + "TP": 22756, + "n_pred": 24553, + "n_ref": 24963 + }, + "5": { + "Dice": 0.8707000316756415, + "FN": 829, + "FP": 1212, + "IoU": 0.771008639066532, + "TN": 75187815, + "TP": 6872, + "n_pred": 8084, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9396321132421673, + "FN": 31086, + "FP": 126375, + "IoU": 0.8861378442110074, + "TN": 73813819, + "TP": 1225448, + "n_pred": 1351823, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.9148576798553851, + "FN": 5300, + "FP": 21971, + "IoU": 0.8430762148631931, + "TN": 75022943, + "TP": 146514, + "n_pred": 168485, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9391173197268156, + "FN": 7529, + "FP": 2482, + "IoU": 0.8852225954758601, + "TN": 75109507, + "TP": 77210, + "n_pred": 79692, + "n_ref": 84739 + }, + "9": { + "Dice": 0.8418582381938217, + "FN": 14813, + "FP": 8638, + "IoU": 0.726904309953302, + "TN": 75110857, + "TP": 62420, + "n_pred": 71058, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9767010457120255, + "FN": 4717, + "FP": 5356, + "IoU": 0.9544630546325806, + "TN": 86706667, + "TP": 211132, + "n_pred": 216488, + "n_ref": 215849 + }, + "10": { + "Dice": 0.6824141256429096, + "FN": 9387, + "FP": 45939, + "IoU": 0.5179276272796187, + "TN": 86813105, + "TP": 59441, + "n_pred": 105380, + "n_ref": 68828 + }, + "11": { + "Dice": 0.6947324761509747, + "FN": 915, + "FP": 557, + "IoU": 0.5322529393072768, + "TN": 86924725, + "TP": 1675, + "n_pred": 2232, + "n_ref": 2590 + }, + "12": { + "Dice": 0.6835467045993362, + "FN": 1311, + "FP": 2026, + "IoU": 0.5192335398357585, + "TN": 86920931, + "TP": 3604, + "n_pred": 5630, + "n_ref": 4915 + }, + "13": { + "Dice": 0.6143887697406902, + "FN": 15971, + "FP": 33474, + "IoU": 0.44340631507851636, + "TN": 86839037, + "TP": 39390, + "n_pred": 72864, + "n_ref": 55361 + }, + "14": { + "Dice": 0.7974682107175295, + "FN": 13037, + "FP": 22641, + "IoU": 0.6631576959752263, + "TN": 86821953, + "TP": 70241, + "n_pred": 92882, + "n_ref": 83278 + }, + "15": { + "Dice": 0.8183089582497642, + "FN": 49433, + "FP": 844, + "IoU": 0.6924897704545038, + "TN": 86764375, + "TP": 113220, + "n_pred": 114064, + "n_ref": 162653 + }, + "2": { + "Dice": 0.9483213268486127, + "FN": 7520, + "FP": 5199, + "IoU": 0.9017215534160626, + "TN": 86798454, + "TP": 116699, + "n_pred": 121898, + "n_ref": 124219 + }, + "3": { + "Dice": 0.9552090946981824, + "FN": 12219, + "FP": 2611, + "IoU": 0.9142586232814144, + "TN": 86754910, + "TP": 158132, + "n_pred": 160743, + "n_ref": 170351 + }, + "4": { + "Dice": 0.602367289897728, + "FN": 2298, + "FP": 16481, + "IoU": 0.43099112201921036, + "TN": 86894869, + "TP": 14224, + "n_pred": 30705, + "n_ref": 16522 + }, + "5": { + "Dice": 0.8190705369228456, + "FN": 27, + "FP": 2379, + "IoU": 0.6935812531839022, + "TN": 86920020, + "TP": 5446, + "n_pred": 7825, + "n_ref": 5473 + }, + "6": { + "Dice": 0.9308823194108315, + "FN": 31162, + "FP": 138596, + "IoU": 0.8707014543972763, + "TN": 85614957, + "TP": 1143157, + "n_pred": 1281753, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.8247365654405499, + "FN": 288156, + "FP": 24253, + "IoU": 0.7017461287304527, + "TN": 85880412, + "TP": 735051, + "n_pred": 759304, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9464258366740237, + "FN": 1859, + "FP": 4088, + "IoU": 0.8983001573295027, + "TN": 86869396, + "TP": 52529, + "n_pred": 56617, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8342221901913445, + "FN": 4459, + "FP": 13943, + "IoU": 0.7155927854968085, + "TN": 86863169, + "TP": 46301, + "n_pred": 60244, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8299358836941906, + "FN": 3290, + "FP": 31616, + "IoU": 0.7093080388744076, + "TN": 37629521, + "TP": 85173, + "n_pred": 116789, + "n_ref": 88463 + }, + "10": { + "Dice": 0.7905128330005358, + "FN": 18665, + "FP": 2842, + "IoU": 0.6535934026994814, + "TN": 37687514, + "TP": 40579, + "n_pred": 43421, + "n_ref": 59244 + }, + "11": { + "Dice": 0.8131458580382857, + "FN": 188, + "FP": 915, + "IoU": 0.6851270339708821, + "TN": 37746097, + "TP": 2400, + "n_pred": 3315, + "n_ref": 2588 + }, + "12": { + "Dice": 0.702990577632118, + "FN": 1201, + "FP": 249, + "IoU": 0.542008843967151, + "TN": 37746434, + "TP": 1716, + "n_pred": 1965, + "n_ref": 2917 + }, + "13": { + "Dice": 0.7728537202938538, + "FN": 10852, + "FP": 9153, + "IoU": 0.6297975498723121, + "TN": 37695562, + "TP": 34033, + "n_pred": 43186, + "n_ref": 44885 + }, + "14": { + "Dice": 0.36053054580702587, + "FN": 11566, + "FP": 303115, + "IoU": 0.21990683930399688, + "TN": 37346211, + "TP": 88708, + "n_pred": 391823, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 35467, + "IoU": 0.0, + "TN": 37714133, + "TP": 0, + "n_pred": 35467, + "n_ref": 0 + }, + "2": { + "Dice": 0.8180573278142603, + "FN": 21377, + "FP": 13699, + "IoU": 0.6921294467704137, + "TN": 37635669, + "TP": 78855, + "n_pred": 92554, + "n_ref": 100232 + }, + "3": { + "Dice": 0.8710638574049927, + "FN": 14882, + "FP": 6971, + "IoU": 0.7715793874777882, + "TN": 37653930, + "TP": 73817, + "n_pred": 80788, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 2, + "IoU": 0.0, + "TN": 37737904, + "TP": 0, + "n_pred": 2, + "n_ref": 11694 + }, + "5": { + "Dice": 0.7911592241768155, + "FN": 1279, + "FP": 3351, + "IoU": 0.6544776119402985, + "TN": 37736200, + "TP": 8770, + "n_pred": 12121, + "n_ref": 10049 + }, + "6": { + "Dice": 0.955751280402634, + "FN": 52805, + "FP": 11059, + "IoU": 0.9152525279333316, + "TN": 36996020, + "TP": 689716, + "n_pred": 700775, + "n_ref": 742521 + }, + "7": { + "Dice": 0.8465634118436574, + "FN": 58933, + "FP": 44869, + "IoU": 0.7339488104819073, + "TN": 37359442, + "TP": 286356, + "n_pred": 331225, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9484226792791978, + "FN": 4744, + "FP": 3233, + "IoU": 0.9019048438864226, + "TN": 37668281, + "TP": 73342, + "n_pred": 76575, + "n_ref": 78086 + }, + "9": { + "Dice": 0.8557360008024292, + "FN": 7848, + "FP": 7973, + "IoU": 0.7478483998469974, + "TN": 37686856, + "TP": 46923, + "n_pred": 54896, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.95878835546682, + "FN": 7857, + "FP": 8491, + "IoU": 0.920839063317128, + "TN": 75700172, + "TP": 190168, + "n_pred": 198659, + "n_ref": 198025 + }, + "10": { + "Dice": 0.9074351625428378, + "FN": 10579, + "FP": 10543, + "IoU": 0.8305549761740497, + "TN": 75782034, + "TP": 103532, + "n_pred": 114075, + "n_ref": 114111 + }, + "11": { + "Dice": 0.7058965102286402, + "FN": 1409, + "FP": 1035, + "IoU": 0.545471452482797, + "TN": 75901311, + "TP": 2933, + "n_pred": 3968, + "n_ref": 4342 + }, + "12": { + "Dice": 0.8013765978367748, + "FN": 1324, + "FP": 292, + "IoU": 0.6685808039376538, + "TN": 75901812, + "TP": 3260, + "n_pred": 3552, + "n_ref": 4584 + }, + "13": { + "Dice": 0.7635851399102282, + "FN": 9519, + "FP": 10285, + "IoU": 0.6175800409377051, + "TN": 75854902, + "TP": 31982, + "n_pred": 42267, + "n_ref": 41501 + }, + "14": { + "Dice": 0.9026804632235065, + "FN": 2900, + "FP": 23143, + "IoU": 0.8226231584969658, + "TN": 75759865, + "TP": 120780, + "n_pred": 143923, + "n_ref": 123680 + }, + "15": { + "Dice": 0.821811649515191, + "FN": 53227, + "FP": 4900, + "IoU": 0.6975214524715224, + "TN": 75714519, + "TP": 134042, + "n_pred": 138942, + "n_ref": 187269 + }, + "2": { + "Dice": 0.9483174454272412, + "FN": 14793, + "FP": 4600, + "IoU": 0.9017145347746981, + "TN": 75709375, + "TP": 177920, + "n_pred": 182520, + "n_ref": 192713 + }, + "3": { + "Dice": 0.9601078394203632, + "FN": 11920, + "FP": 7967, + "IoU": 0.9232763509681601, + "TN": 75647485, + "TP": 239316, + "n_pred": 247283, + "n_ref": 251236 + }, + "4": { + "Dice": 0.908385067184284, + "FN": 3034, + "FP": 2441, + "IoU": 0.8321478938009688, + "TN": 75874070, + "TP": 27143, + "n_pred": 29584, + "n_ref": 30177 + }, + "5": { + "Dice": 0.8810850084766287, + "FN": 534, + "FP": 1921, + "IoU": 0.7874458874458874, + "TN": 75895138, + "TP": 9095, + "n_pred": 11016, + "n_ref": 9629 + }, + "6": { + "Dice": 0.971730807672909, + "FN": 76047, + "FP": 18844, + "IoU": 0.9450159694795202, + "TN": 74180896, + "TP": 1630901, + "n_pred": 1649745, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.9084983742240614, + "FN": 27858, + "FP": 21670, + "IoU": 0.83233808614643, + "TN": 75611284, + "TP": 245876, + "n_pred": 267546, + "n_ref": 273734 + }, + "8": { + "Dice": 0.961747615393049, + "FN": 4026, + "FP": 2952, + "IoU": 0.9263138998299877, + "TN": 75811989, + "TP": 87721, + "n_pred": 90673, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8967797682630616, + "FN": 11843, + "FP": 3328, + "IoU": 0.8128746577201076, + "TN": 75825614, + "TP": 65903, + "n_pred": 69231, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9739284367536766, + "FN": 2069, + "FP": 2909, + "IoU": 0.9491817838439315, + "TN": 61289793, + "TP": 92979, + "n_pred": 95888, + "n_ref": 95048 + }, + "10": { + "Dice": 0.8751839014537566, + "FN": 7858, + "FP": 12164, + "IoU": 0.7780684349956216, + "TN": 61297533, + "TP": 70195, + "n_pred": 82359, + "n_ref": 78053 + }, + "11": { + "Dice": 0.8304188694591297, + "FN": 279, + "FP": 972, + "IoU": 0.7100139082058414, + "TN": 61383436, + "TP": 3063, + "n_pred": 4035, + "n_ref": 3342 + }, + "12": { + "Dice": 0.814005782203662, + "FN": 835, + "FP": 323, + "IoU": 0.6863488624052004, + "TN": 61384058, + "TP": 2534, + "n_pred": 2857, + "n_ref": 3369 + }, + "13": { + "Dice": 0.6520506606922408, + "FN": 10933, + "FP": 19507, + "IoU": 0.48373528713408637, + "TN": 61328788, + "TP": 28522, + "n_pred": 48029, + "n_ref": 39455 + }, + "14": { + "Dice": 0.8806775196839363, + "FN": 3599, + "FP": 13435, + "IoU": 0.7867951686588648, + "TN": 61307855, + "TP": 62861, + "n_pred": 76296, + "n_ref": 66460 + }, + "15": { + "Dice": 0.9142794981506999, + "FN": 4910, + "FP": 2182, + "IoU": 0.8420947164518068, + "TN": 61342837, + "TP": 37821, + "n_pred": 40003, + "n_ref": 42731 + }, + "2": { + "Dice": 0.973824269038772, + "FN": 3436, + "FP": 3538, + "IoU": 0.948983921230121, + "TN": 61251048, + "TP": 129728, + "n_pred": 133266, + "n_ref": 133164 + }, + "3": { + "Dice": 0.975280949283327, + "FN": 3183, + "FP": 3429, + "IoU": 0.9517544819736007, + "TN": 61250701, + "TP": 130437, + "n_pred": 133866, + "n_ref": 133620 + }, + "4": { + "Dice": 0.6757697314241692, + "FN": 6257, + "FP": 5948, + "IoU": 0.5103113464933398, + "TN": 61362826, + "TP": 12719, + "n_pred": 18667, + "n_ref": 18976 + }, + "5": { + "Dice": 0.6832490760015294, + "FN": 11612, + "FP": 3300, + "IoU": 0.5188901435715438, + "TN": 61356755, + "TP": 16083, + "n_pred": 19383, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9699921173202131, + "FN": 37331, + "FP": 21903, + "IoU": 0.9417327125658205, + "TN": 60371159, + "TP": 957357, + "n_pred": 979260, + "n_ref": 994688 + }, + "7": { + "Dice": 0.8758460830271318, + "FN": 19359, + "FP": 26222, + "IoU": 0.7791158041646273, + "TN": 61181393, + "TP": 160776, + "n_pred": 186998, + "n_ref": 180135 + }, + "8": { + "Dice": 0.9364993375414163, + "FN": 15531, + "FP": 15766, + "IoU": 0.8805818093017754, + "TN": 61125671, + "TP": 230782, + "n_pred": 246548, + "n_ref": 246313 + }, + "9": { + "Dice": 0.922574921991799, + "FN": 5357, + "FP": 7124, + "IoU": 0.8562775647447635, + "TN": 61300909, + "TP": 74360, + "n_pred": 81484, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9775773680113804, + "FN": 3406, + "FP": 4948, + "IoU": 0.9561382322983062, + "TN": 39558338, + "TP": 182108, + "n_pred": 187056, + "n_ref": 185514 + }, + "10": { + "Dice": 0.7142727256196243, + "FN": 12552, + "FP": 18874, + "IoU": 0.5555398410318785, + "TN": 39678094, + "TP": 39280, + "n_pred": 58154, + "n_ref": 51832 + }, + "11": { + "Dice": 0.8237791932059448, + "FN": 509, + "FP": 570, + "IoU": 0.7003610108303249, + "TN": 39745199, + "TP": 2522, + "n_pred": 3092, + "n_ref": 3031 + }, + "12": { + "Dice": 0.8684093929995569, + "FN": 520, + "FP": 371, + "IoU": 0.7674236491777604, + "TN": 39744969, + "TP": 2940, + "n_pred": 3311, + "n_ref": 3460 + }, + "13": { + "Dice": 0.7877856648199446, + "FN": 7409, + "FP": 12203, + "IoU": 0.6498732459742207, + "TN": 39692786, + "TP": 36402, + "n_pred": 48605, + "n_ref": 43811 + }, + "14": { + "Dice": 0.46162770858215324, + "FN": 13041, + "FP": 34290, + "IoU": 0.30007541812696864, + "TN": 39681177, + "TP": 20292, + "n_pred": 54582, + "n_ref": 33333 + }, + "15": { + "Dice": 0.8462679280391308, + "FN": 5781, + "FP": 10908, + "IoU": 0.7335047266223812, + "TN": 39686176, + "TP": 45935, + "n_pred": 56843, + "n_ref": 51716 + }, + "2": { + "Dice": 0.9468479297053094, + "FN": 3624, + "FP": 9200, + "IoU": 0.8990609774335482, + "TN": 39621753, + "TP": 114223, + "n_pred": 123423, + "n_ref": 117847 + }, + "3": { + "Dice": 0.9499713432475642, + "FN": 8305, + "FP": 4963, + "IoU": 0.9047099211422169, + "TN": 39609562, + "TP": 125970, + "n_pred": 130933, + "n_ref": 134275 + }, + "4": { + "Dice": 0.8437956881947506, + "FN": 5593, + "FP": 1138, + "IoU": 0.7297980811689615, + "TN": 39723889, + "TP": 18180, + "n_pred": 19318, + "n_ref": 23773 + }, + "5": { + "Dice": 0.8103460042312155, + "FN": 587, + "FP": 2192, + "IoU": 0.6811610830656264, + "TN": 39740084, + "TP": 5937, + "n_pred": 8129, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9744576777671566, + "FN": 22729, + "FP": 24727, + "IoU": 0.9501876779161453, + "TN": 38796104, + "TP": 905240, + "n_pred": 929967, + "n_ref": 927969 + }, + "7": { + "Dice": 0.8686663010785867, + "FN": 163405, + "FP": 8551, + "IoU": 0.7678250032742351, + "TN": 39008169, + "TP": 568675, + "n_pred": 577226, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9644952579971066, + "FN": 1533, + "FP": 2001, + "IoU": 0.9314252449791404, + "TN": 39697265, + "TP": 48001, + "n_pred": 50002, + "n_ref": 49534 + }, + "9": { + "Dice": 0.8967934542237948, + "FN": 1076, + "FP": 8258, + "IoU": 0.8128971475534709, + "TN": 39698913, + "TP": 40553, + "n_pred": 48811, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.950700015076448, + "FN": 5521, + "FP": 3962, + "IoU": 0.9060326205434115, + "TN": 101295690, + "TP": 91435, + "n_pred": 95397, + "n_ref": 96956 + }, + "10": { + "Dice": 0.8542137082089009, + "FN": 12026, + "FP": 11992, + "IoU": 0.7455262070499984, + "TN": 101302225, + "TP": 70365, + "n_pred": 82357, + "n_ref": 82391 + }, + "11": { + "Dice": 0.6922481477385823, + "FN": 2399, + "FP": 384, + "IoU": 0.5293421275156435, + "TN": 101390695, + "TP": 3130, + "n_pred": 3514, + "n_ref": 5529 + }, + "12": { + "Dice": 0.7892271662763466, + "FN": 1181, + "FP": 979, + "IoU": 0.6518375241779497, + "TN": 101390404, + "TP": 4044, + "n_pred": 5023, + "n_ref": 5225 + }, + "13": { + "Dice": 0.9010614758695231, + "FN": 5761, + "FP": 3942, + "IoU": 0.8199380184460073, + "TN": 101342721, + "TP": 44184, + "n_pred": 48126, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9754027568258501, + "FN": 6155, + "FP": 2389, + "IoU": 0.9519865130654678, + "TN": 101218658, + "TP": 169406, + "n_pred": 171795, + "n_ref": 175561 + }, + "15": { + "Dice": 0.8650705565244966, + "FN": 5050, + "FP": 1758, + "IoU": 0.7622240849399273, + "TN": 101367976, + "TP": 21824, + "n_pred": 23582, + "n_ref": 26874 + }, + "2": { + "Dice": 0.9368647286007465, + "FN": 7811, + "FP": 15631, + "IoU": 0.8812281501747986, + "TN": 101199238, + "TP": 173928, + "n_pred": 189559, + "n_ref": 181739 + }, + "3": { + "Dice": 0.9500636073101865, + "FN": 14078, + "FP": 2016, + "IoU": 0.904877299163081, + "TN": 101227416, + "TP": 153098, + "n_pred": 155114, + "n_ref": 167176 + }, + "4": { + "Dice": 0.8258307801084138, + "FN": 1386, + "FP": 2309, + "IoU": 0.7033319951826575, + "TN": 101384153, + "TP": 8760, + "n_pred": 11069, + "n_ref": 10146 + }, + "5": { + "Dice": 0.7916589434661724, + "FN": 8619, + "FP": 7117, + "IoU": 0.6551618346372143, + "TN": 101350975, + "TP": 29897, + "n_pred": 37014, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9559600552012145, + "FN": 65158, + "FP": 97499, + "IoU": 0.9156355175523995, + "TN": 99468581, + "TP": 1765370, + "n_pred": 1862869, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.827817446406589, + "FN": 105620, + "FP": 42223, + "IoU": 0.7062188768028106, + "TN": 100893366, + "TP": 355399, + "n_pred": 397622, + "n_ref": 461019 + }, + "8": { + "Dice": 0.9256952059192524, + "FN": 21451, + "FP": 16158, + "IoU": 0.8616690635839, + "TN": 101124731, + "TP": 234268, + "n_pred": 250426, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9265359684152177, + "FN": 4716, + "FP": 8272, + "IoU": 0.8631271669599857, + "TN": 101301717, + "TP": 81903, + "n_pred": 90175, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9015361230740886, + "FN": 21267, + "FP": 21487, + "IoU": 0.8207244152598518, + "TN": 73645022, + "TP": 195728, + "n_pred": 217215, + "n_ref": 216995 + }, + "10": { + "Dice": 0.22021934517978167, + "FN": 53924, + "FP": 101289, + "IoU": 0.12373398069214701, + "TN": 73706374, + "TP": 21917, + "n_pred": 123206, + "n_ref": 75841 + }, + "11": { + "Dice": 0.6953458742411751, + "FN": 1620, + "FP": 2445, + "IoU": 0.5329733455882353, + "TN": 73874800, + "TP": 4639, + "n_pred": 7084, + "n_ref": 6259 + }, + "12": { + "Dice": 0.29176183950053297, + "FN": 4583, + "FP": 68, + "IoU": 0.17079693349973257, + "TN": 73877895, + "TP": 958, + "n_pred": 1026, + "n_ref": 5541 + }, + "13": { + "Dice": 0.010096939575077797, + "FN": 60788, + "FP": 27644, + "IoU": 0.005074086158207982, + "TN": 73794621, + "TP": 451, + "n_pred": 28095, + "n_ref": 61239 + }, + "14": { + "Dice": 0.781759182546258, + "FN": 10558, + "FP": 40018, + "IoU": 0.6417115330121848, + "TN": 73742344, + "TP": 90584, + "n_pred": 130602, + "n_ref": 101142 + }, + "15": { + "Dice": 0.8483999943620415, + "FN": 41599, + "FP": 22935, + "IoU": 0.7367141283505365, + "TN": 73638394, + "TP": 180576, + "n_pred": 203511, + "n_ref": 222175 + }, + "2": { + "Dice": 0.6521040942261246, + "FN": 90341, + "FP": 17115, + "IoU": 0.483794105637355, + "TN": 73675339, + "TP": 100709, + "n_pred": 117824, + "n_ref": 191050 + }, + "3": { + "Dice": 0.7120793749445086, + "FN": 27128, + "FP": 102586, + "IoU": 0.552890730291572, + "TN": 73593387, + "TP": 160403, + "n_pred": 262989, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 27961, + "IoU": 0.0, + "TN": 73807655, + "TP": 0, + "n_pred": 27961, + "n_ref": 47888 + }, + "5": { + "Dice": 0.7408855145455913, + "FN": 5272, + "FP": 1622, + "IoU": 0.5884179104477611, + "TN": 73866754, + "TP": 9856, + "n_pred": 11478, + "n_ref": 15128 + }, + "6": { + "Dice": 0.7478249835020446, + "FN": 275186, + "FP": 686637, + "IoU": 0.5972208147017168, + "TN": 71495538, + "TP": 1426143, + "n_pred": 2112780, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.34351257055124695, + "FN": 94178, + "FP": 205563, + "IoU": 0.20737408835366852, + "TN": 73505342, + "TP": 78421, + "n_pred": 283984, + "n_ref": 172599 + }, + "8": { + "Dice": 0.8748085992527714, + "FN": 8032, + "FP": 12408, + "IoU": 0.7774753687877634, + "TN": 73791649, + "TP": 71415, + "n_pred": 83823, + "n_ref": 79447 + }, + "9": { + "Dice": 0.7565912725611149, + "FN": 7391, + "FP": 45879, + "IoU": 0.6084815522563575, + "TN": 73747444, + "TP": 82790, + "n_pred": 128669, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9700375832400653, + "FN": 5766, + "FP": 5451, + "IoU": 0.9418184270175785, + "TN": 69302983, + "TP": 181576, + "n_pred": 187027, + "n_ref": 187342 + }, + "10": { + "Dice": 0.728633544800057, + "FN": 11252, + "FP": 30625, + "IoU": 0.5731105629064813, + "TN": 69397678, + "TP": 56221, + "n_pred": 86846, + "n_ref": 67473 + }, + "11": { + "Dice": 0.7750627394003434, + "FN": 527, + "FP": 1176, + "IoU": 0.632736683200345, + "TN": 69491139, + "TP": 2934, + "n_pred": 4110, + "n_ref": 3461 + }, + "12": { + "Dice": 0.6336691487808439, + "FN": 982, + "FP": 1527, + "IoU": 0.4637743107501603, + "TN": 69491097, + "TP": 2170, + "n_pred": 3697, + "n_ref": 3152 + }, + "13": { + "Dice": 0.6878390627325243, + "FN": 26975, + "FP": 19173, + "IoU": 0.5242032765926735, + "TN": 69398785, + "TP": 50843, + "n_pred": 70016, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9492842014959384, + "FN": 9398, + "FP": 5736, + "IoU": 0.9034642886758393, + "TN": 69339005, + "TP": 141637, + "n_pred": 147373, + "n_ref": 151035 + }, + "15": { + "Dice": 0.7066602145934728, + "FN": 18059, + "FP": 44985, + "IoU": 0.5463840381059282, + "TN": 69356795, + "TP": 75937, + "n_pred": 120922, + "n_ref": 93996 + }, + "2": { + "Dice": 0.9523574165785251, + "FN": 5635, + "FP": 8824, + "IoU": 0.9090480204310138, + "TN": 69336802, + "TP": 144515, + "n_pred": 153339, + "n_ref": 150150 + }, + "3": { + "Dice": 0.9495372209714681, + "FN": 11245, + "FP": 5902, + "IoU": 0.9039227661636905, + "TN": 69317305, + "TP": 161324, + "n_pred": 167226, + "n_ref": 172569 + }, + "4": { + "Dice": 0.3510136073312969, + "FN": 25743, + "FP": 16323, + "IoU": 0.21286628494442572, + "TN": 69442334, + "TP": 11376, + "n_pred": 27699, + "n_ref": 37119 + }, + "5": { + "Dice": 0.872286832091752, + "FN": 2817, + "FP": 1949, + "IoU": 0.7735006178119951, + "TN": 69474734, + "TP": 16276, + "n_pred": 18225, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9433341880426637, + "FN": 117888, + "FP": 42112, + "IoU": 0.8927460104867588, + "TN": 68003990, + "TP": 1331786, + "n_pred": 1373898, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.8752505877622183, + "FN": 14794, + "FP": 70210, + "IoU": 0.7781738565400403, + "TN": 69112575, + "TP": 298197, + "n_pred": 368407, + "n_ref": 312991 + }, + "8": { + "Dice": 0.8506113350296097, + "FN": 13132, + "FP": 13406, + "IoU": 0.7400554407342469, + "TN": 69393685, + "TP": 75553, + "n_pred": 88959, + "n_ref": 88685 + }, + "9": { + "Dice": 0.8681742898770906, + "FN": 10652, + "FP": 10520, + "IoU": 0.7670565194908074, + "TN": 69404887, + "TP": 69717, + "n_pred": 80237, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8702635433530468, + "FN": 4859, + "FP": 54042, + "IoU": 0.7703243869246996, + "TN": 50577099, + "TP": 197552, + "n_pred": 251594, + "n_ref": 202411 + }, + "10": { + "Dice": 0.8812192596427647, + "FN": 7757, + "FP": 10597, + "IoU": 0.78766037692192, + "TN": 50747115, + "TP": 68083, + "n_pred": 78680, + "n_ref": 75840 + }, + "11": { + "Dice": 0.8507898480197649, + "FN": 1047, + "FP": 946, + "IoU": 0.7403257328990228, + "TN": 50825877, + "TP": 5682, + "n_pred": 6628, + "n_ref": 6729 + }, + "12": { + "Dice": 0.7841226739078349, + "FN": 1390, + "FP": 1313, + "IoU": 0.6449027850761955, + "TN": 50825940, + "TP": 4909, + "n_pred": 6222, + "n_ref": 6299 + }, + "13": { + "Dice": 0.7499716070414537, + "FN": 8642, + "FP": 17776, + "IoU": 0.59996365783855, + "TN": 50767513, + "TP": 39621, + "n_pred": 57397, + "n_ref": 48263 + }, + "14": { + "Dice": 0.6059764052087503, + "FN": 25003, + "FP": 8463, + "IoU": 0.43469594594594596, + "TN": 50774352, + "TP": 25734, + "n_pred": 34197, + "n_ref": 50737 + }, + "15": { + "Dice": 0.7801919614452612, + "FN": 5940, + "FP": 10297, + "IoU": 0.6396022462433134, + "TN": 50788499, + "TP": 28816, + "n_pred": 39113, + "n_ref": 34756 + }, + "2": { + "Dice": 0.9693018884939035, + "FN": 7841, + "FP": 5095, + "IoU": 0.940432390118113, + "TN": 50616387, + "TP": 204229, + "n_pred": 209324, + "n_ref": 212070 + }, + "3": { + "Dice": 0.9705365593284421, + "FN": 6761, + "FP": 5162, + "IoU": 0.9427596172772531, + "TN": 50625255, + "TP": 196374, + "n_pred": 201536, + "n_ref": 203135 + }, + "4": { + "Dice": 0.7368190192122116, + "FN": 1167, + "FP": 10833, + "IoU": 0.5833043961386207, + "TN": 50804754, + "TP": 16798, + "n_pred": 27631, + "n_ref": 17965 + }, + "5": { + "Dice": 0.8885245901639345, + "FN": 1191, + "FP": 1733, + "IoU": 0.799410029498525, + "TN": 50818975, + "TP": 11653, + "n_pred": 13386, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9336350039596993, + "FN": 53679, + "FP": 250936, + "IoU": 0.875530430412229, + "TN": 48386247, + "TP": 2142690, + "n_pred": 2393626, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.832810976056376, + "FN": 12331, + "FP": 74407, + "IoU": 0.7135185124021535, + "TN": 50530782, + "TP": 216032, + "n_pred": 290439, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9611053445878459, + "FN": 4774, + "FP": 3170, + "IoU": 0.9251230041284144, + "TN": 50727458, + "TP": 98150, + "n_pred": 101320, + "n_ref": 102924 + }, + "9": { + "Dice": 0.9202042494266304, + "FN": 8793, + "FP": 9647, + "IoU": 0.8522021400232437, + "TN": 50708787, + "TP": 106325, + "n_pred": 115972, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9727465802564749, + "FN": 7220, + "FP": 4252, + "IoU": 0.9469392474734627, + "TN": 76668655, + "TP": 204733, + "n_pred": 208985, + "n_ref": 211953 + }, + "10": { + "Dice": 0.71100791451327, + "FN": 8003, + "FP": 38297, + "IoU": 0.5515999070271945, + "TN": 76781604, + "TP": 56956, + "n_pred": 95253, + "n_ref": 64959 + }, + "11": { + "Dice": 0.7833553500660502, + "FN": 502, + "FP": 810, + "IoU": 0.6438653637350705, + "TN": 76881176, + "TP": 2372, + "n_pred": 3182, + "n_ref": 2874 + }, + "12": { + "Dice": 0.793305439330544, + "FN": 713, + "FP": 275, + "IoU": 0.6574202496532594, + "TN": 76881976, + "TP": 1896, + "n_pred": 2171, + "n_ref": 2609 + }, + "13": { + "Dice": 0.5905491487626343, + "FN": 14183, + "FP": 25476, + "IoU": 0.4189923673068753, + "TN": 76816601, + "TP": 28600, + "n_pred": 54076, + "n_ref": 42783 + }, + "14": { + "Dice": 0.9293928662699427, + "FN": 5138, + "FP": 6466, + "IoU": 0.8680988917306053, + "TN": 76796885, + "TP": 76371, + "n_pred": 82837, + "n_ref": 81509 + }, + "15": { + "Dice": 0.6246056782334385, + "FN": 12592, + "FP": 20371, + "IoU": 0.4541284403669725, + "TN": 76824474, + "TP": 27423, + "n_pred": 47794, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9549156120186302, + "FN": 5280, + "FP": 4032, + "IoU": 0.9137210573617841, + "TN": 76776931, + "TP": 98617, + "n_pred": 102649, + "n_ref": 103897 + }, + "3": { + "Dice": 0.9509562156575837, + "FN": 4474, + "FP": 5112, + "IoU": 0.9064981174772244, + "TN": 76782338, + "TP": 92936, + "n_pred": 98048, + "n_ref": 97410 + }, + "4": { + "Dice": 0.8572905131044666, + "FN": 1658, + "FP": 6074, + "IoU": 0.7502261274066416, + "TN": 76853904, + "TP": 23224, + "n_pred": 29298, + "n_ref": 24882 + }, + "5": { + "Dice": 0.9084703692212225, + "FN": 1115, + "FP": 1835, + "IoU": 0.832291074474133, + "TN": 76867270, + "TP": 14640, + "n_pred": 16475, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9670621704501671, + "FN": 31709, + "FP": 43177, + "IoU": 0.9362249525430051, + "TN": 75710639, + "TP": 1099335, + "n_pred": 1142512, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.7228347875870696, + "FN": 24799, + "FP": 79771, + "IoU": 0.5659681148231622, + "TN": 76643933, + "TP": 136357, + "n_pred": 216128, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9614000377473918, + "FN": 3445, + "FP": 2486, + "IoU": 0.9256692400240626, + "TN": 76805068, + "TP": 73861, + "n_pred": 76347, + "n_ref": 77306 + }, + "9": { + "Dice": 0.9281618430622981, + "FN": 9459, + "FP": 3282, + "IoU": 0.8659533503771739, + "TN": 76789811, + "TP": 82308, + "n_pred": 85590, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.926468022893598, + "FN": 13042, + "FP": 4662, + "IoU": 0.8630092467210895, + "TN": 130870697, + "TP": 111531, + "n_pred": 116193, + "n_ref": 124573 + }, + "10": { + "Dice": 0.5079354772379236, + "FN": 10629, + "FP": 80306, + "IoU": 0.34042460596653346, + "TN": 130862063, + "TP": 46934, + "n_pred": 127240, + "n_ref": 57563 + }, + "11": { + "Dice": 0.7813863305865245, + "FN": 1538, + "FP": 717, + "IoU": 0.6412092283214001, + "TN": 130993647, + "TP": 4030, + "n_pred": 4747, + "n_ref": 5568 + }, + "12": { + "Dice": 0.7956349206349206, + "FN": 2089, + "FP": 589, + "IoU": 0.6606260296540363, + "TN": 130992041, + "TP": 5213, + "n_pred": 5802, + "n_ref": 7302 + }, + "13": { + "Dice": 0.6717082042397797, + "FN": 31696, + "FP": 13973, + "IoU": 0.505693256845979, + "TN": 130907542, + "TP": 46721, + "n_pred": 60694, + "n_ref": 78417 + }, + "14": { + "Dice": 0.17415982670626295, + "FN": 854228, + "FP": 17296, + "IoU": 0.09538612922076642, + "TN": 130036511, + "TP": 91897, + "n_pred": 109193, + "n_ref": 946125 + }, + "15": { + "Dice": 0.026737847962136334, + "FN": 23522, + "FP": 106645, + "IoU": 0.013550073888825736, + "TN": 130867977, + "TP": 1788, + "n_pred": 108433, + "n_ref": 25310 + }, + "2": { + "Dice": 0.8947773272475352, + "FN": 34483, + "FP": 8880, + "IoU": 0.8095900937493139, + "TN": 130772197, + "TP": 184372, + "n_pred": 193252, + "n_ref": 218855 + }, + "3": { + "Dice": 0.921341258192896, + "FN": 17504, + "FP": 27836, + "IoU": 0.8541545370033807, + "TN": 130689055, + "TP": 265537, + "n_pred": 293373, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 23017, + "IoU": 0.0, + "TN": 130974635, + "TP": 0, + "n_pred": 23017, + "n_ref": 2280 + }, + "5": { + "Dice": 0.7809443190368698, + "FN": 7113, + "FP": 2203, + "IoU": 0.6406141501427359, + "TN": 130974010, + "TP": 16606, + "n_pred": 18809, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8711384561514639, + "FN": 39997, + "FP": 383954, + "IoU": 0.7716964590551665, + "TN": 129142970, + "TP": 1433011, + "n_pred": 1816965, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.5825173101485648, + "FN": 48091, + "FP": 175481, + "IoU": 0.41095197445382403, + "TN": 130620384, + "TP": 155976, + "n_pred": 331457, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9530476272689461, + "FN": 4579, + "FP": 7387, + "IoU": 0.9103065737201109, + "TN": 130866522, + "TP": 121444, + "n_pred": 128831, + "n_ref": 126023 + }, + "9": { + "Dice": 0.8021542266725177, + "FN": 6950, + "FP": 17847, + "IoU": 0.6696640289878241, + "TN": 130924866, + "TP": 50269, + "n_pred": 68116, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9597751502901707, + "FN": 2097, + "FP": 2540, + "IoU": 0.9226612405557316, + "TN": 74366741, + "TP": 55320, + "n_pred": 57860, + "n_ref": 57417 + }, + "10": { + "Dice": 0.7128872609937428, + "FN": 29728, + "FP": 9779, + "IoU": 0.5538654380378074, + "TN": 74338144, + "TP": 49047, + "n_pred": 58826, + "n_ref": 78775 + }, + "11": { + "Dice": 0.8197793216183081, + "FN": 382, + "FP": 500, + "IoU": 0.6945983379501385, + "TN": 74423810, + "TP": 2006, + "n_pred": 2506, + "n_ref": 2388 + }, + "12": { + "Dice": 0.7076008913097301, + "FN": 1028, + "FP": 153, + "IoU": 0.5475095785440613, + "TN": 74424088, + "TP": 1429, + "n_pred": 1582, + "n_ref": 2457 + }, + "13": { + "Dice": 0.5311955385151621, + "FN": 61417, + "FP": 12558, + "IoU": 0.3616516373991457, + "TN": 74310813, + "TP": 41910, + "n_pred": 54468, + "n_ref": 103327 + }, + "14": { + "Dice": 0.9090962870064452, + "FN": 17220, + "FP": 13513, + "IoU": 0.8333423712637196, + "TN": 74242290, + "TP": 153675, + "n_pred": 167188, + "n_ref": 170895 + }, + "15": { + "Dice": 0.26960333480644505, + "FN": 10932, + "FP": 50219, + "IoU": 0.15580435412841503, + "TN": 74354261, + "TP": 11286, + "n_pred": 61505, + "n_ref": 22218 + }, + "2": { + "Dice": 0.937886402870968, + "FN": 8466, + "FP": 6142, + "IoU": 0.8830377517114376, + "TN": 74301803, + "TP": 110287, + "n_pred": 116429, + "n_ref": 118753 + }, + "3": { + "Dice": 0.9568854220621091, + "FN": 7417, + "FP": 3737, + "IoU": 0.9173349144000593, + "TN": 74291768, + "TP": 123776, + "n_pred": 127513, + "n_ref": 131193 + }, + "4": { + "Dice": 0.732686633367404, + "FN": 11464, + "FP": 2397, + "IoU": 0.5781416440941047, + "TN": 74393841, + "TP": 18996, + "n_pred": 21393, + "n_ref": 30460 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 39, + "IoU": 0.0, + "TN": 74426659, + "TP": 0, + "n_pred": 39, + "n_ref": 0 + }, + "6": { + "Dice": 0.9703832278454647, + "FN": 14053, + "FP": 39268, + "IoU": 0.942470299716349, + "TN": 73499855, + "TP": 873522, + "n_pred": 912790, + "n_ref": 887575 + }, + "7": { + "Dice": 0.8595487046378373, + "FN": 10104, + "FP": 35782, + "IoU": 0.7536917254891435, + "TN": 74240403, + "TP": 140409, + "n_pred": 176191, + "n_ref": 150513 + }, + "8": { + "Dice": 0.9347395148896362, + "FN": 1265, + "FP": 4595, + "IoU": 0.8774750663850963, + "TN": 74378871, + "TP": 41967, + "n_pred": 46562, + "n_ref": 43232 + }, + "9": { + "Dice": 0.8595271210013908, + "FN": 4417, + "FP": 5178, + "IoU": 0.7536585365853659, + "TN": 74387748, + "TP": 29355, + "n_pred": 34533, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9747700017898694, + "FN": 4250, + "FP": 2798, + "IoU": 0.9507817792023687, + "TN": 106503489, + "TP": 136151, + "n_pred": 138949, + "n_ref": 140401 + }, + "10": { + "Dice": 0.8612832111630314, + "FN": 12806, + "FP": 15069, + "IoU": 0.7563629689193441, + "TN": 106532276, + "TP": 86537, + "n_pred": 101606, + "n_ref": 99343 + }, + "11": { + "Dice": 0.5940898042727389, + "FN": 2329, + "FP": 844, + "IoU": 0.4225659690627844, + "TN": 106641193, + "TP": 2322, + "n_pred": 3166, + "n_ref": 4651 + }, + "12": { + "Dice": 0.8304672897196261, + "FN": 1027, + "FP": 787, + "IoU": 0.7100847051302541, + "TN": 106640431, + "TP": 4443, + "n_pred": 5230, + "n_ref": 5470 + }, + "13": { + "Dice": 0.8494401651711269, + "FN": 8852, + "FP": 2524, + "IoU": 0.7382842156118434, + "TN": 106603221, + "TP": 32091, + "n_pred": 34615, + "n_ref": 40943 + }, + "14": { + "Dice": 0.950433908312357, + "FN": 3612, + "FP": 3339, + "IoU": 0.9055493654373998, + "TN": 106573094, + "TP": 66643, + "n_pred": 69982, + "n_ref": 70255 + }, + "15": { + "Dice": 0.5716865830426284, + "FN": 3454, + "FP": 31170, + "IoU": 0.4002528970570404, + "TN": 106588957, + "TP": 23107, + "n_pred": 54277, + "n_ref": 26561 + }, + "2": { + "Dice": 0.7983899639392554, + "FN": 60917, + "FP": 2595, + "IoU": 0.6644335017012913, + "TN": 106457420, + "TP": 125756, + "n_pred": 128351, + "n_ref": 186673 + }, + "3": { + "Dice": 0.7488984308546643, + "FN": 3900, + "FP": 94403, + "IoU": 0.5985912329773985, + "TN": 106401793, + "TP": 146592, + "n_pred": 240995, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8821887724756371, + "FN": 442, + "FP": 2133, + "IoU": 0.7892108709888671, + "TN": 106634472, + "TP": 9641, + "n_pred": 11774, + "n_ref": 10083 + }, + "5": { + "Dice": 0.7826702868610553, + "FN": 1127, + "FP": 714, + "IoU": 0.6429402637703646, + "TN": 106641532, + "TP": 3315, + "n_pred": 4029, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9749594918493942, + "FN": 33386, + "FP": 30269, + "IoU": 0.9511424027606787, + "TN": 105343820, + "TP": 1239213, + "n_pred": 1269482, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.9157213936193335, + "FN": 25069, + "FP": 32319, + "IoU": 0.8445443710044426, + "TN": 106277528, + "TP": 311772, + "n_pred": 344091, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9607428880263352, + "FN": 2592, + "FP": 3001, + "IoU": 0.9244515885022693, + "TN": 106572656, + "TP": 68439, + "n_pred": 71440, + "n_ref": 71031 + }, + "9": { + "Dice": 0.9007047641559314, + "FN": 12684, + "FP": 3279, + "IoU": 0.8193474644364723, + "TN": 106558325, + "TP": 72400, + "n_pred": 75679, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.959364155378932, + "FN": 9054, + "FP": 3288, + "IoU": 0.9219018932874354, + "TN": 107968896, + "TP": 145690, + "n_pred": 148978, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8316461851295199, + "FN": 5887, + "FP": 24581, + "IoU": 0.7118102192542707, + "TN": 108021206, + "TP": 75254, + "n_pred": 99835, + "n_ref": 81141 + }, + "11": { + "Dice": 0.7857851239669421, + "FN": 660, + "FP": 636, + "IoU": 0.6471549142390417, + "TN": 108123255, + "TP": 2377, + "n_pred": 3013, + "n_ref": 3037 + }, + "12": { + "Dice": 0.8006739243131156, + "FN": 885, + "FP": 653, + "IoU": 0.6676031986168144, + "TN": 108122301, + "TP": 3089, + "n_pred": 3742, + "n_ref": 3974 + }, + "13": { + "Dice": 0.7436547538772758, + "FN": 22280, + "FP": 15736, + "IoU": 0.5919191051761523, + "TN": 108033770, + "TP": 55142, + "n_pred": 70878, + "n_ref": 77422 + }, + "14": { + "Dice": 0.8493502404049946, + "FN": 4828, + "FP": 7611, + "IoU": 0.7381483664533512, + "TN": 108079424, + "TP": 35065, + "n_pred": 42676, + "n_ref": 39893 + }, + "15": { + "Dice": 0.4194847258729831, + "FN": 5926, + "FP": 53041, + "IoU": 0.2654101056408212, + "TN": 108046656, + "TP": 21305, + "n_pred": 74346, + "n_ref": 27231 + }, + "2": { + "Dice": 0.9511031959120042, + "FN": 14695, + "FP": 3371, + "IoU": 0.9067652720507409, + "TN": 107933159, + "TP": 175703, + "n_pred": 179074, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9642274853593251, + "FN": 10396, + "FP": 3690, + "IoU": 0.9309259241097261, + "TN": 107923002, + "TP": 189840, + "n_pred": 193530, + "n_ref": 200236 + }, + "4": { + "Dice": 0.8909586025087632, + "FN": 2554, + "FP": 4974, + "IoU": 0.8033591933756498, + "TN": 108088645, + "TP": 30755, + "n_pred": 35729, + "n_ref": 33309 + }, + "5": { + "Dice": 0.8656638325703074, + "FN": 568, + "FP": 459, + "IoU": 0.7631457564575646, + "TN": 108122592, + "TP": 3309, + "n_pred": 3768, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9731779053645209, + "FN": 47182, + "FP": 31765, + "IoU": 0.9477570753967833, + "TN": 106615776, + "TP": 1432205, + "n_pred": 1463970, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.9089295809450357, + "FN": 13608, + "FP": 35042, + "IoU": 0.8330622525100712, + "TN": 107835502, + "TP": 242776, + "n_pred": 277818, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9507901192309887, + "FN": 1505, + "FP": 2808, + "IoU": 0.9061963070097219, + "TN": 108080949, + "TP": 41666, + "n_pred": 44474, + "n_ref": 43171 + }, + "9": { + "Dice": 0.9069897722361829, + "FN": 5072, + "FP": 6550, + "IoU": 0.8298090440487348, + "TN": 108058640, + "TP": 56666, + "n_pred": 63216, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8297102453902676, + "FN": 4799, + "FP": 44333, + "IoU": 0.7089784748794616, + "TN": 62401334, + "TP": 119694, + "n_pred": 164027, + "n_ref": 124493 + }, + "10": { + "Dice": 0.8749080906204856, + "FN": 8575, + "FP": 5886, + "IoU": 0.7776325501291672, + "TN": 62505128, + "TP": 50571, + "n_pred": 56457, + "n_ref": 59146 + }, + "11": { + "Dice": 0.6880946258678323, + "FN": 714, + "FP": 499, + "IoU": 0.524500196001568, + "TN": 62567609, + "TP": 1338, + "n_pred": 1837, + "n_ref": 2052 + }, + "12": { + "Dice": 0.7306935563207083, + "FN": 1296, + "FP": 894, + "IoU": 0.5756636310792482, + "TN": 62564999, + "TP": 2971, + "n_pred": 3865, + "n_ref": 4267 + }, + "13": { + "Dice": 0.7970306658310462, + "FN": 4828, + "FP": 13956, + "IoU": 0.6625527710410491, + "TN": 62514495, + "TP": 36881, + "n_pred": 50837, + "n_ref": 41709 + }, + "14": { + "Dice": 0.9423957006498095, + "FN": 33710, + "FP": 5499, + "IoU": 0.8910664425521274, + "TN": 62210225, + "TP": 320726, + "n_pred": 326225, + "n_ref": 354436 + }, + "15": { + "Dice": 0.6429249161869821, + "FN": 25273, + "FP": 48112, + "IoU": 0.4737578074018831, + "TN": 62430709, + "TP": 66066, + "n_pred": 114178, + "n_ref": 91339 + }, + "2": { + "Dice": 0.9343733832132766, + "FN": 14405, + "FP": 7032, + "IoU": 0.8768299970122497, + "TN": 62396116, + "TP": 152607, + "n_pred": 159639, + "n_ref": 167012 + }, + "3": { + "Dice": 0.9470625809321896, + "FN": 9646, + "FP": 11653, + "IoU": 0.8994481189306065, + "TN": 62358339, + "TP": 190522, + "n_pred": 202175, + "n_ref": 200168 + }, + "4": { + "Dice": 0.9198210383935075, + "FN": 1379, + "FP": 2474, + "IoU": 0.8515450412267859, + "TN": 62544206, + "TP": 22101, + "n_pred": 24575, + "n_ref": 23480 + }, + "5": { + "Dice": 0.5724194880264244, + "FN": 4709, + "FP": 469, + "IoU": 0.4009717723276261, + "TN": 62561516, + "TP": 3466, + "n_pred": 3935, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9565146597557752, + "FN": 53548, + "FP": 74110, + "IoU": 0.9166536633201819, + "TN": 61038503, + "TP": 1403999, + "n_pred": 1478109, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.8592091016728037, + "FN": 9243, + "FP": 49142, + "IoU": 0.7531696675812445, + "TN": 62333621, + "TP": 178154, + "n_pred": 227296, + "n_ref": 187397 + }, + "8": { + "Dice": 0.8651043667563069, + "FN": 2568, + "FP": 18500, + "IoU": 0.7622765842209785, + "TN": 62481536, + "TP": 67556, + "n_pred": 86056, + "n_ref": 70124 + }, + "9": { + "Dice": 0.8379298058079458, + "FN": 2563, + "FP": 15631, + "IoU": 0.7210664295460468, + "TN": 62504933, + "TP": 47033, + "n_pred": 62664, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9013938743793923, + "FN": 18543, + "FP": 38815, + "IoU": 0.8204886659176335, + "TN": 55061725, + "TP": 262165, + "n_pred": 300980, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8499560459547122, + "FN": 6471, + "FP": 18278, + "IoU": 0.7390639661771062, + "TN": 55286401, + "TP": 70098, + "n_pred": 88376, + "n_ref": 76569 + }, + "11": { + "Dice": 0.7488270969218446, + "FN": 1055, + "FP": 1140, + "IoU": 0.5985000914578379, + "TN": 55375781, + "TP": 3272, + "n_pred": 4412, + "n_ref": 4327 + }, + "12": { + "Dice": 0.7796166210263127, + "FN": 1454, + "FP": 397, + "IoU": 0.6388292682926829, + "TN": 55376123, + "TP": 3274, + "n_pred": 3671, + "n_ref": 4728 + }, + "13": { + "Dice": 0.7460854249229414, + "FN": 12512, + "FP": 16320, + "IoU": 0.595004986585383, + "TN": 55310057, + "TP": 42359, + "n_pred": 58679, + "n_ref": 54871 + }, + "14": { + "Dice": 0.9280116751712478, + "FN": 4890, + "FP": 9119, + "IoU": 0.8656919610756915, + "TN": 55276943, + "TP": 90296, + "n_pred": 99415, + "n_ref": 95186 + }, + "15": { + "Dice": 0.8587524467808586, + "FN": 6916, + "FP": 19711, + "IoU": 0.7524681602677327, + "TN": 55273678, + "TP": 80943, + "n_pred": 100654, + "n_ref": 87859 + }, + "2": { + "Dice": 0.9540141317566151, + "FN": 13365, + "FP": 4181, + "IoU": 0.9120717217325068, + "TN": 55181699, + "TP": 182003, + "n_pred": 186184, + "n_ref": 195368 + }, + "3": { + "Dice": 0.9535711710912328, + "FN": 11942, + "FP": 4802, + "IoU": 0.9112623283569433, + "TN": 55192557, + "TP": 171947, + "n_pred": 176749, + "n_ref": 183889 + }, + "4": { + "Dice": 0.8207142857142857, + "FN": 1664, + "FP": 846, + "IoU": 0.6959418534221684, + "TN": 55372993, + "TP": 5745, + "n_pred": 6591, + "n_ref": 7409 + }, + "5": { + "Dice": 0.8044417026526836, + "FN": 1728, + "FP": 174, + "IoU": 0.672858617131063, + "TN": 55375434, + "TP": 3912, + "n_pred": 4086, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9644629391180319, + "FN": 76783, + "FP": 28010, + "IoU": 0.9313649656310686, + "TN": 53854433, + "TP": 1422022, + "n_pred": 1450032, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.9127998219637743, + "FN": 17340, + "FP": 12831, + "IoU": 0.8395876310584632, + "TN": 55193164, + "TP": 157913, + "n_pred": 170744, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9445778145695364, + "FN": 1410, + "FP": 3946, + "IoU": 0.894976273579356, + "TN": 55330250, + "TP": 45642, + "n_pred": 49588, + "n_ref": 47052 + }, + "9": { + "Dice": 0.9012327717480917, + "FN": 4457, + "FP": 5726, + "IoU": 0.8202217435825007, + "TN": 55324606, + "TP": 46459, + "n_pred": 52185, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9668543503665143, + "FN": 15709, + "FP": 3011, + "IoU": 0.9358354755784062, + "TN": 110854865, + "TP": 273030, + "n_pred": 276041, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8548589873284487, + "FN": 9178, + "FP": 15643, + "IoU": 0.7465097991155775, + "TN": 111048698, + "TP": 73096, + "n_pred": 88739, + "n_ref": 82274 + }, + "11": { + "Dice": 0.7999505745706166, + "FN": 397, + "FP": 1222, + "IoU": 0.6665980230642504, + "TN": 111141759, + "TP": 3237, + "n_pred": 4459, + "n_ref": 3634 + }, + "12": { + "Dice": 0.7850232891436761, + "FN": 913, + "FP": 287, + "IoU": 0.6461220878796815, + "TN": 111143224, + "TP": 2191, + "n_pred": 2478, + "n_ref": 3104 + }, + "13": { + "Dice": 0.774054070929071, + "FN": 13005, + "FP": 15945, + "IoU": 0.631393320515922, + "TN": 111068076, + "TP": 49589, + "n_pred": 65534, + "n_ref": 62594 + }, + "14": { + "Dice": 0.897783625139156, + "FN": 5632, + "FP": 2448, + "IoU": 0.8145257552107245, + "TN": 111103051, + "TP": 35484, + "n_pred": 37932, + "n_ref": 41116 + }, + "15": { + "Dice": 0.3831537344188089, + "FN": 2679, + "FP": 70363, + "IoU": 0.23697598378722826, + "TN": 111050888, + "TP": 22685, + "n_pred": 93048, + "n_ref": 25364 + }, + "2": { + "Dice": 0.9572367988426382, + "FN": 10320, + "FP": 2686, + "IoU": 0.9179809929811507, + "TN": 110988042, + "TP": 145567, + "n_pred": 148253, + "n_ref": 155887 + }, + "3": { + "Dice": 0.9658829702178693, + "FN": 12610, + "FP": 3776, + "IoU": 0.9340170816269827, + "TN": 110898278, + "TP": 231951, + "n_pred": 235727, + "n_ref": 244561 + }, + "4": { + "Dice": 0.9055035815340692, + "FN": 1077, + "FP": 2630, + "IoU": 0.8273243897894541, + "TN": 111125147, + "TP": 17761, + "n_pred": 20391, + "n_ref": 18838 + }, + "5": { + "Dice": 0.7874731874731875, + "FN": 178, + "FP": 2299, + "IoU": 0.6494480611378431, + "TN": 111139549, + "TP": 4589, + "n_pred": 6888, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9776508062578113, + "FN": 23700, + "FP": 48561, + "IoU": 0.956278747263678, + "TN": 109493849, + "TP": 1580505, + "n_pred": 1629066, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.4354896640505258, + "FN": 256239, + "FP": 61245, + "IoU": 0.2783552489515735, + "TN": 110706670, + "TP": 122461, + "n_pred": 183706, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9369205510220274, + "FN": 3796, + "FP": 6539, + "IoU": 0.8813269336762815, + "TN": 111059527, + "TP": 76753, + "n_pred": 83292, + "n_ref": 80549 + }, + "9": { + "Dice": 0.8945119887294051, + "FN": 6964, + "FP": 4567, + "IoU": 0.8091557571043181, + "TN": 111086194, + "TP": 48890, + "n_pred": 53457, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9687409709975989, + "FN": 7724, + "FP": 4826, + "IoU": 0.9393769593801475, + "TN": 96914008, + "TP": 194467, + "n_pred": 199293, + "n_ref": 202191 + }, + "10": { + "Dice": 0.8485172185767333, + "FN": 7677, + "FP": 16147, + "IoU": 0.7368909307770465, + "TN": 97030477, + "TP": 66724, + "n_pred": 82871, + "n_ref": 74401 + }, + "11": { + "Dice": 0.7930715324606638, + "FN": 913, + "FP": 652, + "IoU": 0.6570990359333918, + "TN": 97116461, + "TP": 2999, + "n_pred": 3651, + "n_ref": 3912 + }, + "12": { + "Dice": 0.7509366988759614, + "FN": 1475, + "FP": 1051, + "IoU": 0.6011998736975055, + "TN": 97114691, + "TP": 3808, + "n_pred": 4859, + "n_ref": 5283 + }, + "13": { + "Dice": 0.8570871628931492, + "FN": 7402, + "FP": 7261, + "IoU": 0.7499147223359258, + "TN": 97062393, + "TP": 43969, + "n_pred": 51230, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9194476854248603, + "FN": 14313, + "FP": 6537, + "IoU": 0.850905294470982, + "TN": 96981181, + "TP": 118994, + "n_pred": 125531, + "n_ref": 133307 + }, + "15": { + "Dice": 0.8440443287627123, + "FN": 5589, + "FP": 17659, + "IoU": 0.730170152510504, + "TN": 97034867, + "TP": 62910, + "n_pred": 80569, + "n_ref": 68499 + }, + "2": { + "Dice": 0.9606946102009571, + "FN": 8009, + "FP": 5033, + "IoU": 0.9243621938559506, + "TN": 96948598, + "TP": 159385, + "n_pred": 164418, + "n_ref": 167394 + }, + "3": { + "Dice": 0.9543292899615884, + "FN": 9036, + "FP": 11141, + "IoU": 0.912648007446371, + "TN": 96890040, + "TP": 210808, + "n_pred": 221949, + "n_ref": 219844 + }, + "4": { + "Dice": 0.9043210755689749, + "FN": 1359, + "FP": 2000, + "IoU": 0.82535225913794, + "TN": 97101792, + "TP": 15874, + "n_pred": 17874, + "n_ref": 17233 + }, + "5": { + "Dice": 0.7703248126081107, + "FN": 2438, + "FP": 3537, + "IoU": 0.6264457643013441, + "TN": 97105030, + "TP": 10020, + "n_pred": 13557, + "n_ref": 12458 + }, + "6": { + "Dice": 0.976543652666352, + "FN": 35700, + "FP": 38856, + "IoU": 0.9541624859824116, + "TN": 95494497, + "TP": 1551972, + "n_pred": 1590828, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.9214799066975572, + "FN": 34625, + "FP": 15162, + "IoU": 0.8543928967294189, + "TN": 96779098, + "TP": 292140, + "n_pred": 307302, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9571965709129192, + "FN": 4642, + "FP": 3896, + "IoU": 0.9179070035767856, + "TN": 97017021, + "TP": 95466, + "n_pred": 99362, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9337960321987704, + "FN": 7050, + "FP": 5484, + "IoU": 0.8758136908123533, + "TN": 97020096, + "TP": 88395, + "n_pred": 93879, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9741964044920951, + "FN": 5684, + "FP": 4458, + "IoU": 0.9496909630246932, + "TN": 78854811, + "TP": 191452, + "n_pred": 195910, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8627560679551028, + "FN": 6654, + "FP": 20821, + "IoU": 0.7586376534045488, + "TN": 78942572, + "TP": 86358, + "n_pred": 107179, + "n_ref": 93012 + }, + "11": { + "Dice": 0.7598912715191785, + "FN": 493, + "FP": 1097, + "IoU": 0.6127618119824647, + "TN": 79052299, + "TP": 2516, + "n_pred": 3613, + "n_ref": 3009 + }, + "12": { + "Dice": 0.577865188628643, + "FN": 1388, + "FP": 973, + "IoU": 0.4063364344983656, + "TN": 79052428, + "TP": 1616, + "n_pred": 2589, + "n_ref": 3004 + }, + "13": { + "Dice": 0.7811211742660837, + "FN": 15452, + "FP": 12582, + "IoU": 0.6408521977529241, + "TN": 78978348, + "TP": 50023, + "n_pred": 62605, + "n_ref": 65475 + }, + "14": { + "Dice": 0.6988321130899602, + "FN": 10293, + "FP": 13483, + "IoU": 0.5370806643172835, + "TN": 79005044, + "TP": 27585, + "n_pred": 41068, + "n_ref": 37878 + }, + "15": { + "Dice": 0.7274459817340296, + "FN": 9141, + "FP": 12883, + "IoU": 0.5716425167752601, + "TN": 79004990, + "TP": 29391, + "n_pred": 42274, + "n_ref": 38532 + }, + "2": { + "Dice": 0.944719136490616, + "FN": 4699, + "FP": 7946, + "IoU": 0.8952300464815689, + "TN": 78935712, + "TP": 108048, + "n_pred": 115994, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9396705009901825, + "FN": 9874, + "FP": 4444, + "IoU": 0.8862061291963378, + "TN": 78930581, + "TP": 111506, + "n_pred": 115950, + "n_ref": 121380 + }, + "4": { + "Dice": 0.8711920733583605, + "FN": 1404, + "FP": 689, + "IoU": 0.7717806128012212, + "TN": 79047234, + "TP": 7078, + "n_pred": 7767, + "n_ref": 8482 + }, + "5": { + "Dice": 0.8746677168455252, + "FN": 516, + "FP": 757, + "IoU": 0.7772528433945757, + "TN": 79050690, + "TP": 4442, + "n_pred": 5199, + "n_ref": 4958 + }, + "6": { + "Dice": 0.974632334067873, + "FN": 37127, + "FP": 29584, + "IoU": 0.9505198637035894, + "TN": 77708167, + "TP": 1281527, + "n_pred": 1311111, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.8991345390142144, + "FN": 80012, + "FP": 8376, + "IoU": 0.816752428774604, + "TN": 78574063, + "TP": 393954, + "n_pred": 402330, + "n_ref": 473966 + }, + "8": { + "Dice": 0.8626378298704612, + "FN": 1094, + "FP": 8598, + "IoU": 0.7584548286604361, + "TN": 79016280, + "TP": 30433, + "n_pred": 39031, + "n_ref": 31527 + }, + "9": { + "Dice": 0.9261186264308012, + "FN": 6321, + "FP": 4045, + "IoU": 0.8624031007751938, + "TN": 78981069, + "TP": 64970, + "n_pred": 69015, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9662954015862496, + "FN": 7419, + "FP": 8347, + "IoU": 0.9347887230733596, + "TN": 122470172, + "TP": 226002, + "n_pred": 234349, + "n_ref": 233421 + }, + "10": { + "Dice": 0.7804475786959365, + "FN": 14335, + "FP": 39712, + "IoU": 0.6399459056146242, + "TN": 122561832, + "TP": 96061, + "n_pred": 135773, + "n_ref": 110396 + }, + "11": { + "Dice": 0.759744669292408, + "FN": 1385, + "FP": 384, + "IoU": 0.6125711782742006, + "TN": 122707374, + "TP": 2797, + "n_pred": 3181, + "n_ref": 4182 + }, + "12": { + "Dice": 0.49994651834420795, + "FN": 3953, + "FP": 722, + "IoU": 0.33328579577866513, + "TN": 122704928, + "TP": 2337, + "n_pred": 3059, + "n_ref": 6290 + }, + "13": { + "Dice": 0.6655625306086105, + "FN": 16427, + "FP": 21132, + "IoU": 0.4987588747130732, + "TN": 122637008, + "TP": 37373, + "n_pred": 58505, + "n_ref": 53800 + }, + "14": { + "Dice": 0.8937708510659114, + "FN": 16340, + "FP": 5376, + "IoU": 0.8079436814037197, + "TN": 122598869, + "TP": 91355, + "n_pred": 96731, + "n_ref": 107695 + }, + "15": { + "Dice": 0.8910140955364134, + "FN": 5576, + "FP": 5558, + "IoU": 0.8034494324500856, + "TN": 122655293, + "TP": 45513, + "n_pred": 51071, + "n_ref": 51089 + }, + "2": { + "Dice": 0.8446387694942609, + "FN": 34363, + "FP": 3373, + "IoU": 0.7310603361033111, + "TN": 122571626, + "TP": 102578, + "n_pred": 105951, + "n_ref": 136941 + }, + "3": { + "Dice": 0.8376088933212096, + "FN": 3097, + "FP": 52267, + "IoU": 0.720591278192453, + "TN": 122513793, + "TP": 142783, + "n_pred": 195050, + "n_ref": 145880 + }, + "4": { + "Dice": 0.6656299032199836, + "FN": 17537, + "FP": 30625, + "IoU": 0.49883454734651406, + "TN": 122615840, + "TP": 47938, + "n_pred": 78563, + "n_ref": 65475 + }, + "5": { + "Dice": 0.6306465899025686, + "FN": 8665, + "FP": 1343, + "IoU": 0.46054333764553684, + "TN": 122693388, + "TP": 8544, + "n_pred": 9887, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9540539700544012, + "FN": 37838, + "FP": 123299, + "IoU": 0.9121445492785348, + "TN": 120877825, + "TP": 1672978, + "n_pred": 1796277, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.6489918520206283, + "FN": 161758, + "FP": 275754, + "IoU": 0.4803759718187411, + "TN": 121869962, + "TP": 404466, + "n_pred": 680220, + "n_ref": 566224 + }, + "8": { + "Dice": 0.8696105748280005, + "FN": 4744, + "FP": 34752, + "IoU": 0.7693017604934522, + "TN": 122540738, + "TP": 131706, + "n_pred": 166458, + "n_ref": 136450 + }, + "9": { + "Dice": 0.8564103882085352, + "FN": 8101, + "FP": 14247, + "IoU": 0.7488791253244638, + "TN": 122622947, + "TP": 66645, + "n_pred": 80892, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/loop_004/summary_cross_val.json b/nnActive_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/loop_004/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..04ff1e01b8e01141737980169fc15be1cd63a0c0 --- /dev/null +++ b/nnActive_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/loop_004/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.6035141505293186, + "FN": 2431.2, + "FP": 1871.4088888888887, + "IoU": 0.5171198835701355, + "TN": 1198398.368888889, + "TP": 12240.888888888892, + "n_pred": 14112.297777777778, + "n_ref": 14672.08888888889 + }, + "mean": { + "1": { + "Dice": 0.7354065825001527, + "FN": 1263.3, + "FP": 2066.0333333333333, + "IoU": 0.6731234547442483, + "TN": 1192461.7, + "TP": 19150.833333333332, + "n_pred": 21216.866666666665, + "n_ref": 20414.133333333335 + }, + "10": { + "Dice": 0.7099609585543382, + "FN": 2660.366666666667, + "FP": 2727.9, + "IoU": 0.5814144653174056, + "TN": 1201005.3666666667, + "TP": 8548.233333333334, + "n_pred": 11276.133333333333, + "n_ref": 11208.6 + }, + "11": { + "Dice": 0.416973792040476, + "FN": 120.96666666666667, + "FP": 158.83333333333334, + "IoU": 0.31745289884810396, + "TN": 1214365.0666666667, + "TP": 297.0, + "n_pred": 455.8333333333333, + "n_ref": 417.96666666666664 + }, + "12": { + "Dice": 0.26728311860486687, + "FN": 247.96666666666667, + "FP": 216.2, + "IoU": 0.1971864927831655, + "TN": 1214128.0, + "TP": 349.7, + "n_pred": 565.9, + "n_ref": 597.6666666666666 + }, + "13": { + "Dice": 0.48828034917409435, + "FN": 2584.9, + "FP": 2106.1, + "IoU": 0.36582512169435666, + "TN": 1205620.2666666666, + "TP": 4630.6, + "n_pred": 6736.7, + "n_ref": 7215.5 + }, + "14": { + "Dice": 0.6464594646894886, + "FN": 1777.7, + "FP": 1075.3, + "IoU": 0.5853790629933582, + "TN": 1203374.6333333333, + "TP": 8714.233333333334, + "n_pred": 9789.533333333333, + "n_ref": 10491.933333333332 + }, + "15": { + "Dice": 0.5574450899426007, + "FN": 1776.1, + "FP": 1957.6, + "IoU": 0.46738349984437655, + "TN": 1204206.3, + "TP": 7001.866666666667, + "n_pred": 8959.466666666667, + "n_ref": 8777.966666666667 + }, + "2": { + "Dice": 0.5524428870534565, + "FN": 3090.633333333333, + "FP": 2353.8, + "IoU": 0.4792412827979425, + "TN": 1201329.3333333333, + "TP": 8168.1, + "n_pred": 10521.9, + "n_ref": 11258.733333333334 + }, + "3": { + "Dice": 0.7929376051370273, + "FN": 3523.266666666667, + "FP": 3206.6666666666665, + "IoU": 0.7288748082688762, + "TN": 1180213.4, + "TP": 27998.533333333333, + "n_pred": 31205.2, + "n_ref": 31521.8 + }, + "4": { + "Dice": 0.2968406518823052, + "FN": 2014.4333333333334, + "FP": 2352.6, + "IoU": 0.23762538372018707, + "TN": 1208619.0, + "TP": 1955.8333333333333, + "n_pred": 4308.433333333333, + "n_ref": 3970.266666666667 + }, + "5": { + "Dice": 0.6398223016759486, + "FN": 1068.3, + "FP": 350.26666666666665, + "IoU": 0.48876672481799305, + "TN": 1212301.5, + "TP": 1221.8, + "n_pred": 1572.0666666666666, + "n_ref": 2290.1 + }, + "6": { + "Dice": 0.8171105460141002, + "FN": 4992.5, + "FP": 4934.8, + "IoU": 0.7521353705554158, + "TN": 1148101.6666666667, + "TP": 56912.9, + "n_pred": 61847.7, + "n_ref": 61905.4 + }, + "7": { + "Dice": 0.6286210433141298, + "FN": 8461.6, + "FP": 2845.3, + "IoU": 0.5298164254574924, + "TN": 1181503.4666666666, + "TP": 22131.5, + "n_pred": 24976.8, + "n_ref": 30593.1 + }, + "8": { + "Dice": 0.8759031998774901, + "FN": 1813.6666666666667, + "FP": 719.6, + "IoU": 0.798355798375709, + "TN": 1202907.1, + "TP": 9501.5, + "n_pred": 10221.1, + "n_ref": 11315.166666666666 + }, + "9": { + "Dice": 0.6272246674793032, + "FN": 1072.3, + "FP": 1000.1333333333333, + "IoU": 0.5542174633334007, + "TN": 1205838.7333333334, + "TP": 7030.7, + "n_pred": 8030.833333333333, + "n_ref": 8103.0 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9823996071751907, + "FN": 1555, + "FP": 1886, + "IoU": 0.9654080463236625, + "TN": 951918, + "TP": 96033, + "n_pred": 97919, + "n_ref": 97588 + }, + "10": { + "Dice": 0.6089918795801149, + "FN": 5026, + "FP": 4845, + "IoU": 0.43780612826062193, + "TN": 1033834, + "TP": 7687, + "n_pred": 12532, + "n_ref": 12713 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 71, + "FP": 74, + "IoU": 0.0, + "TN": 1051247, + "TP": 0, + "n_pred": 74, + "n_ref": 71 + }, + "13": { + "Dice": 0.2900763358778626, + "FN": 2841, + "FP": 228, + "IoU": 0.16964285714285715, + "TN": 1047696, + "TP": 627, + "n_pred": 855, + "n_ref": 3468 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 216, + "IoU": 0.0, + "TN": 1051176, + "TP": 0, + "n_pred": 216, + "n_ref": 0 + }, + "3": { + "Dice": 0.9537097902839331, + "FN": 971, + "FP": 1212, + "IoU": 0.9115155445664951, + "TN": 1026721, + "TP": 22488, + "n_pred": 23700, + "n_ref": 23459 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9470479442310428, + "FN": 1191, + "FP": 670, + "IoU": 0.8994217153975032, + "TN": 1032889, + "TP": 16642, + "n_pred": 17312, + "n_ref": 17833 + }, + "7": { + "Dice": 0.7955582973473164, + "FN": 204, + "FP": 1453, + "IoU": 0.660520385166974, + "TN": 1046511, + "TP": 3224, + "n_pred": 4677, + "n_ref": 3428 + }, + "8": { + "Dice": 0.9295250564178539, + "FN": 3080, + "FP": 1011, + "IoU": 0.8683295783714193, + "TN": 1020322, + "TP": 26979, + "n_pred": 27990, + "n_ref": 30059 + }, + "9": { + "Dice": 0.8577969440451472, + "FN": 1114, + "FP": 1557, + "IoU": 0.7510021441223081, + "TN": 1040665, + "TP": 8056, + "n_pred": 9613, + "n_ref": 9170 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6172252680476409, + "FN": 14166, + "FP": 7, + "IoU": 0.4463671875, + "TN": 1201024, + "TP": 11427, + "n_pred": 11434, + "n_ref": 25593 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 389, + "IoU": 0.0, + "TN": 1226235, + "TP": 0, + "n_pred": 389, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 277, + "IoU": 0.0, + "TN": 1226347, + "TP": 0, + "n_pred": 277, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 656, + "FP": 0, + "IoU": 0.0, + "TN": 1225968, + "TP": 0, + "n_pred": 0, + "n_ref": 656 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2453, + "IoU": 0.0, + "TN": 1224171, + "TP": 0, + "n_pred": 2453, + "n_ref": 0 + }, + "5": { + "Dice": 0.7883779293768336, + "FN": 2998, + "FP": 2989, + "IoU": 0.650679736273995, + "TN": 1209485, + "TP": 11152, + "n_pred": 14141, + "n_ref": 14150 + }, + "6": { + "Dice": 0.8571445223483061, + "FN": 13009, + "FP": 11502, + "IoU": 0.7500025498495588, + "TN": 1128579, + "TP": 73534, + "n_pred": 85036, + "n_ref": 86543 + }, + "7": { + "Dice": 0.35747897863148964, + "FN": 2000, + "FP": 6329, + "IoU": 0.21764042832988917, + "TN": 1215978, + "TP": 2317, + "n_pred": 8646, + "n_ref": 4317 + }, + "8": { + "Dice": 0.9579385876503393, + "FN": 402, + "FP": 2102, + "IoU": 0.9192726803791347, + "TN": 1195606, + "TP": 28514, + "n_pred": 30616, + "n_ref": 28916 + }, + "9": { + "Dice": 0.0, + "FN": 108, + "FP": 0, + "IoU": 0.0, + "TN": 1226516, + "TP": 0, + "n_pred": 0, + "n_ref": 108 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.737878537150422, + "FN": 1549, + "FP": 1619, + "IoU": 0.584633538743936, + "TN": 1569461, + "TP": 4459, + "n_pred": 6078, + "n_ref": 6008 + }, + "10": { + "Dice": 0.6666666666666666, + "FN": 39, + "FP": 28, + "IoU": 0.5, + "TN": 1576954, + "TP": 67, + "n_pred": 95, + "n_ref": 106 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 5, + "FP": 0, + "IoU": 0.0, + "TN": 1577083, + "TP": 0, + "n_pred": 0, + "n_ref": 5 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 72, + "IoU": 0.0, + "TN": 1577016, + "TP": 0, + "n_pred": 72, + "n_ref": 0 + }, + "3": { + "Dice": 0.9318362782375308, + "FN": 4877, + "FP": 2742, + "IoU": 0.8723721460039868, + "TN": 1517391, + "TP": 52078, + "n_pred": 54820, + "n_ref": 56955 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8736242884250475, + "FN": 257, + "FP": 76, + "IoU": 0.7756064690026954, + "TN": 1575604, + "TP": 1151, + "n_pred": 1227, + "n_ref": 1408 + }, + "7": { + "Dice": 0.8869482427485678, + "FN": 2254, + "FP": 18407, + "IoU": 0.796861634663599, + "TN": 1475379, + "TP": 81048, + "n_pred": 99455, + "n_ref": 83302 + }, + "8": { + "Dice": 0.5021110750243586, + "FN": 5648, + "FP": 484, + "IoU": 0.3352124891587164, + "TN": 1567864, + "TP": 3092, + "n_pred": 3576, + "n_ref": 8740 + }, + "9": { + "Dice": 0.0, + "FN": 6688, + "FP": 0, + "IoU": 0.0, + "TN": 1570400, + "TP": 0, + "n_pred": 0, + "n_ref": 6688 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.90625, + "FN": 343, + "FP": 407, + "IoU": 0.8285714285714286, + "TN": 1222249, + "TP": 3625, + "n_pred": 4032, + "n_ref": 3968 + }, + "10": { + "Dice": 0.808506875359243, + "FN": 1717, + "FP": 2614, + "IoU": 0.6785661273563901, + "TN": 1213150, + "TP": 9143, + "n_pred": 11757, + "n_ref": 10860 + }, + "11": { + "Dice": 0.7786156746566119, + "FN": 643, + "FP": 1001, + "IoU": 0.6374862183020948, + "TN": 1222089, + "TP": 2891, + "n_pred": 3892, + "n_ref": 3534 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5732666190135811, + "FN": 535, + "FP": 62, + "IoU": 0.40180360721442887, + "TN": 1225626, + "TP": 401, + "n_pred": 463, + "n_ref": 936 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9678690874343048, + "FN": 840, + "FP": 236, + "IoU": 0.9377386876518922, + "TN": 1209342, + "TP": 16206, + "n_pred": 16442, + "n_ref": 17046 + }, + "3": { + "Dice": 0.9688028764805414, + "FN": 394, + "FP": 196, + "IoU": 0.939493385293816, + "TN": 1216873, + "TP": 9161, + "n_pred": 9357, + "n_ref": 9555 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1226623, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.979803531707533, + "FN": 3689, + "FP": 1786, + "IoU": 0.9604067080799242, + "TN": 1088343, + "TP": 132806, + "n_pred": 134592, + "n_ref": 136495 + }, + "7": { + "Dice": 0.970052813265276, + "FN": 681, + "FP": 334, + "IoU": 0.9418471410564914, + "TN": 1209170, + "TP": 16439, + "n_pred": 16773, + "n_ref": 17120 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9026039905309435, + "FN": 141, + "FP": 435, + "IoU": 0.8224961479198767, + "TN": 1223379, + "TP": 2669, + "n_pred": 3104, + "n_ref": 2810 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.907171853856563, + "FN": 857, + "FP": 515, + "IoU": 0.8301139177810798, + "TN": 1218548, + "TP": 6704, + "n_pred": 7219, + "n_ref": 7561 + }, + "10": { + "Dice": 0.7863659147869674, + "FN": 1636, + "FP": 495, + "IoU": 0.6479431686766892, + "TN": 1220571, + "TP": 3922, + "n_pred": 4417, + "n_ref": 5558 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6544599777310405, + "FN": 1309, + "FP": 1484, + "IoU": 0.48639205590290546, + "TN": 1221186, + "TP": 2645, + "n_pred": 4129, + "n_ref": 3954 + }, + "13": { + "Dice": 0.6568649626781271, + "FN": 437, + "FP": 2597, + "IoU": 0.48905355338497813, + "TN": 1220686, + "TP": 2904, + "n_pred": 5501, + "n_ref": 3341 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.6634189548272807, + "FN": 743, + "FP": 17, + "IoU": 0.4963552021206097, + "TN": 1225115, + "TP": 749, + "n_pred": 766, + "n_ref": 1492 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 7303, + "IoU": 0.0, + "TN": 1219321, + "TP": 0, + "n_pred": 7303, + "n_ref": 0 + }, + "3": { + "Dice": 0.9299821652685117, + "FN": 12478, + "FP": 2362, + "IoU": 0.8691277239335762, + "TN": 1113231, + "TP": 98553, + "n_pred": 100915, + "n_ref": 111031 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9121572433875274, + "FN": 1267, + "FP": 181, + "IoU": 0.8385010037921035, + "TN": 1217658, + "TP": 7518, + "n_pred": 7699, + "n_ref": 8785 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9500243387960409, + "FN": 1228, + "FP": 620, + "IoU": 0.9048060577963221, + "TN": 1207211, + "TP": 17565, + "n_pred": 18185, + "n_ref": 18793 + }, + "9": { + "Dice": 0.0898876404494382, + "FN": 20, + "FP": 61, + "IoU": 0.047058823529411764, + "TN": 1226539, + "TP": 4, + "n_pred": 65, + "n_ref": 24 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6041045729370689, + "FN": 13842, + "FP": 9403, + "IoU": 0.432772083943387, + "TN": 1185644, + "TP": 17735, + "n_pred": 27138, + "n_ref": 31577 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3507220748600059, + "FN": 2847, + "FP": 3762, + "IoU": 0.2126518942101501, + "TN": 1218230, + "TP": 1785, + "n_pred": 5547, + "n_ref": 4632 + }, + "14": { + "Dice": 0.9030948246210119, + "FN": 6304, + "FP": 5247, + "IoU": 0.8233116634799236, + "TN": 1161249, + "TP": 53824, + "n_pred": 59071, + "n_ref": 60128 + }, + "15": { + "Dice": 0.465250811000847, + "FN": 7074, + "FP": 26389, + "IoU": 0.3031445231153686, + "TN": 1178604, + "TP": 14557, + "n_pred": 40946, + "n_ref": 21631 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 11359, + "IoU": 0.0, + "TN": 1215265, + "TP": 0, + "n_pred": 11359, + "n_ref": 0 + }, + "3": { + "Dice": 0.6846686072875678, + "FN": 15540, + "FP": 6017, + "IoU": 0.520529359430605, + "TN": 1181664, + "TP": 23403, + "n_pred": 29420, + "n_ref": 38943 + }, + "4": { + "Dice": 0.0, + "FN": 1379, + "FP": 233, + "IoU": 0.0, + "TN": 1225012, + "TP": 0, + "n_pred": 233, + "n_ref": 1379 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9506113887136108, + "FN": 10978, + "FP": 6398, + "IoU": 0.9058716461085922, + "TN": 1042025, + "TP": 167223, + "n_pred": 173621, + "n_ref": 178201 + }, + "7": { + "Dice": 0.5103953147877013, + "FN": 8982, + "FP": 1050, + "IoU": 0.3426380971102811, + "TN": 1211363, + "TP": 5229, + "n_pred": 6279, + "n_ref": 14211 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 155, + "IoU": 0.0, + "TN": 1226469, + "TP": 0, + "n_pred": 155, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.654627539503386, + "FN": 66, + "FP": 1617, + "IoU": 0.4865771812080537, + "TN": 1048114, + "TP": 1595, + "n_pred": 3212, + "n_ref": 1661 + }, + "10": { + "Dice": 0.6944884886154626, + "FN": 3912, + "FP": 905, + "IoU": 0.5319665759813448, + "TN": 1041100, + "TP": 5475, + "n_pred": 6380, + "n_ref": 9387 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4464006815277581, + "FN": 1666, + "FP": 2233, + "IoU": 0.2873332114787059, + "TN": 1045921, + "TP": 1572, + "n_pred": 3805, + "n_ref": 3238 + }, + "13": { + "Dice": 0.6568671121009652, + "FN": 2703, + "FP": 6541, + "IoU": 0.4890559363254477, + "TN": 1033300, + "TP": 8848, + "n_pred": 15389, + "n_ref": 11551 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7000426745726928, + "FN": 12457, + "FP": 898, + "IoU": 0.5385120425723072, + "TN": 1022453, + "TP": 15584, + "n_pred": 16482, + "n_ref": 28041 + }, + "3": { + "Dice": 0.7071802307255879, + "FN": 1124, + "FP": 12811, + "IoU": 0.5470060464209089, + "TN": 1020630, + "TP": 16827, + "n_pred": 29638, + "n_ref": 17951 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5370790954873111, + "FN": 7277, + "FP": 2099, + "IoU": 0.36712791090111374, + "TN": 1036577, + "TP": 5439, + "n_pred": 7538, + "n_ref": 12716 + }, + "6": { + "Dice": 0.0, + "FN": 52, + "FP": 238, + "IoU": 0.0, + "TN": 1051102, + "TP": 0, + "n_pred": 238, + "n_ref": 52 + }, + "7": { + "Dice": 0.8172116702565106, + "FN": 242, + "FP": 3492, + "IoU": 0.6909196258587865, + "TN": 1039311, + "TP": 8347, + "n_pred": 11839, + "n_ref": 8589 + }, + "8": { + "Dice": 0.902945982076546, + "FN": 5100, + "FP": 4701, + "IoU": 0.8230642861011319, + "TN": 995999, + "TP": 45592, + "n_pred": 50293, + "n_ref": 50692 + }, + "9": { + "Dice": 0.7014288760929835, + "FN": 1266, + "FP": 4334, + "IoU": 0.5401543767449499, + "TN": 1039214, + "TP": 6578, + "n_pred": 10912, + "n_ref": 7844 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4266, + "IoU": 0.0, + "TN": 1397590, + "TP": 0, + "n_pred": 4266, + "n_ref": 0 + }, + "10": { + "Dice": 0.713170731707317, + "FN": 264, + "FP": 324, + "IoU": 0.55420773313116, + "TN": 1400537, + "TP": 731, + "n_pred": 1055, + "n_ref": 995 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 20, + "FP": 8, + "IoU": 0.0, + "TN": 1401828, + "TP": 0, + "n_pred": 8, + "n_ref": 20 + }, + "13": { + "Dice": 0.23945945945945946, + "FN": 1995, + "FP": 819, + "IoU": 0.13601473748848633, + "TN": 1398599, + "TP": 443, + "n_pred": 1262, + "n_ref": 2438 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.10509940574344295, + "FN": 9762, + "FP": 19001, + "IoU": 0.055464337317745964, + "TN": 1371404, + "TP": 1689, + "n_pred": 20690, + "n_ref": 11451 + }, + "5": { + "Dice": 0.7571207182172821, + "FN": 3779, + "FP": 766, + "IoU": 0.6091667383265973, + "TN": 1390227, + "TP": 7084, + "n_pred": 7850, + "n_ref": 10863 + }, + "6": { + "Dice": 0.7454036837936671, + "FN": 2230, + "FP": 27986, + "IoU": 0.5941382691506938, + "TN": 1327407, + "TP": 44233, + "n_pred": 72219, + "n_ref": 46463 + }, + "7": { + "Dice": 0.6619491872589409, + "FN": 76715, + "FP": 10757, + "IoU": 0.4947115467931351, + "TN": 1228743, + "TP": 85641, + "n_pred": 96398, + "n_ref": 162356 + }, + "8": { + "Dice": 0.9202120040108867, + "FN": 595, + "FP": 1076, + "IoU": 0.8522154417617405, + "TN": 1390549, + "TP": 9636, + "n_pred": 10712, + "n_ref": 10231 + }, + "9": { + "Dice": 0.0, + "FN": 60, + "FP": 0, + "IoU": 0.0, + "TN": 1401796, + "TP": 0, + "n_pred": 0, + "n_ref": 60 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9519566446121621, + "FN": 1677, + "FP": 1213, + "IoU": 0.9083180001268955, + "TN": 1370334, + "TP": 28632, + "n_pred": 29845, + "n_ref": 30309 + }, + "10": { + "Dice": 0.6611532694142773, + "FN": 1080, + "FP": 21291, + "IoU": 0.4938229704045615, + "TN": 1357660, + "TP": 21825, + "n_pred": 43116, + "n_ref": 22905 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 82, + "IoU": 0.0, + "TN": 1401774, + "TP": 0, + "n_pred": 82, + "n_ref": 0 + }, + "13": { + "Dice": 0.6900456353564195, + "FN": 3751, + "FP": 8950, + "IoU": 0.5267707440664704, + "TN": 1375017, + "TP": 14138, + "n_pred": 23088, + "n_ref": 17889 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.30848329048843187, + "FN": 70, + "FP": 199, + "IoU": 0.182370820668693, + "TN": 1401527, + "TP": 60, + "n_pred": 259, + "n_ref": 130 + }, + "3": { + "Dice": 0.9294423469703534, + "FN": 5998, + "FP": 3122, + "IoU": 0.8681852344337169, + "TN": 1332668, + "TP": 60068, + "n_pred": 63190, + "n_ref": 66066 + }, + "4": { + "Dice": 0.6363636363636364, + "FN": 2, + "FP": 14, + "IoU": 0.4666666666666667, + "TN": 1401826, + "TP": 14, + "n_pred": 28, + "n_ref": 16 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.699394754539341, + "FN": 3, + "FP": 444, + "IoU": 0.5377456049638056, + "TN": 1400889, + "TP": 520, + "n_pred": 964, + "n_ref": 523 + }, + "8": { + "Dice": 0.8929062268738768, + "FN": 431, + "FP": 582, + "IoU": 0.8065317035905272, + "TN": 1396620, + "TP": 4223, + "n_pred": 4805, + "n_ref": 4654 + }, + "9": { + "Dice": 0.937392776265526, + "FN": 1628, + "FP": 1109, + "IoU": 0.8821629999569467, + "TN": 1378629, + "TP": 20490, + "n_pred": 21599, + "n_ref": 22118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.593625127776229, + "FN": 2267, + "FP": 10852, + "IoU": 0.42209594291000396, + "TN": 1028691, + "TP": 9582, + "n_pred": 20434, + "n_ref": 11849 + }, + "10": { + "Dice": 0.6298834818368746, + "FN": 897, + "FP": 7743, + "IoU": 0.45972986493246626, + "TN": 1035400, + "TP": 7352, + "n_pred": 15095, + "n_ref": 8249 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7562692559051443, + "FN": 9740, + "FP": 3313, + "IoU": 0.6080650972856113, + "TN": 1018088, + "TP": 20251, + "n_pred": 23564, + "n_ref": 29991 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 1051384, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1073, + "IoU": 0.0, + "TN": 1050319, + "TP": 0, + "n_pred": 1073, + "n_ref": 0 + }, + "2": { + "Dice": 0.7887550200803213, + "FN": 31, + "FP": 232, + "IoU": 0.6511936339522546, + "TN": 1050638, + "TP": 491, + "n_pred": 723, + "n_ref": 522 + }, + "3": { + "Dice": 0.9596837850120793, + "FN": 4451, + "FP": 2291, + "IoU": 0.9224923837443237, + "TN": 964407, + "TP": 80243, + "n_pred": 82534, + "n_ref": 84694 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6355447695398068, + "FN": 14935, + "FP": 25162, + "IoU": 0.4657864584721149, + "TN": 976334, + "TP": 34961, + "n_pred": 60123, + "n_ref": 49896 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5231, + "IoU": 0.0, + "TN": 1046161, + "TP": 0, + "n_pred": 5231, + "n_ref": 0 + }, + "8": { + "Dice": 0.9243315247408947, + "FN": 1761, + "FP": 568, + "IoU": 0.8593089283556844, + "TN": 1034838, + "TP": 14225, + "n_pred": 14793, + "n_ref": 15986 + }, + "9": { + "Dice": 0.9286221086987371, + "FN": 503, + "FP": 1006, + "IoU": 0.8667549668874173, + "TN": 1040067, + "TP": 9816, + "n_pred": 10822, + "n_ref": 10319 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9655067172982903, + "FN": 3938, + "FP": 1939, + "IoU": 0.9333136651953386, + "TN": 963263, + "TP": 82252, + "n_pred": 84191, + "n_ref": 86190 + }, + "10": { + "Dice": 0.8136728764313792, + "FN": 8395, + "FP": 2507, + "IoU": 0.6858756410995217, + "TN": 1016686, + "TP": 23804, + "n_pred": 26311, + "n_ref": 32199 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 1051385, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "13": { + "Dice": 0.507537688442211, + "FN": 2094, + "FP": 62, + "IoU": 0.3400673400673401, + "TN": 1048125, + "TP": 1111, + "n_pred": 1173, + "n_ref": 3205 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 31, + "IoU": 0.0, + "TN": 1051361, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "3": { + "Dice": 0.9532590772958239, + "FN": 608, + "FP": 781, + "IoU": 0.9106924709059345, + "TN": 1035839, + "TP": 14164, + "n_pred": 14945, + "n_ref": 14772 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6031746031746031, + "FN": 121, + "FP": 1029, + "IoU": 0.4318181818181818, + "TN": 1049368, + "TP": 874, + "n_pred": 1903, + "n_ref": 995 + }, + "6": { + "Dice": 0.918575991366109, + "FN": 6882, + "FP": 4284, + "IoU": 0.8494133513149023, + "TN": 977242, + "TP": 62984, + "n_pred": 67268, + "n_ref": 69866 + }, + "7": { + "Dice": 0.8249240336371988, + "FN": 6010, + "FP": 3900, + "IoU": 0.7020176203506029, + "TN": 1018135, + "TP": 23347, + "n_pred": 27247, + "n_ref": 29357 + }, + "8": { + "Dice": 0.892337312283404, + "FN": 659, + "FP": 2137, + "IoU": 0.8056038378641451, + "TN": 1037009, + "TP": 11587, + "n_pred": 13724, + "n_ref": 12246 + }, + "9": { + "Dice": 0.8675796453798472, + "FN": 4175, + "FP": 5011, + "IoU": 0.7661286216202454, + "TN": 1012114, + "TP": 30092, + "n_pred": 35103, + "n_ref": 34267 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9488386489379538, + "FN": 292, + "FP": 3675, + "IoU": 0.9026574730694673, + "TN": 835407, + "TP": 36786, + "n_pred": 40461, + "n_ref": 37078 + }, + "10": { + "Dice": 0.7343773303504847, + "FN": 11992, + "FP": 2256, + "IoU": 0.5802498232382748, + "TN": 842216, + "TP": 19696, + "n_pred": 21952, + "n_ref": 31688 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 876148, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7633131178865166, + "FN": 6394, + "FP": 5002, + "IoU": 0.6172242375386269, + "TN": 846388, + "TP": 18376, + "n_pred": 23378, + "n_ref": 24770 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.48177691595786876, + "FN": 608, + "FP": 11151, + "IoU": 0.3173294629898403, + "TN": 858935, + "TP": 5466, + "n_pred": 16617, + "n_ref": 6074 + }, + "3": { + "Dice": 0.9240433003873864, + "FN": 3721, + "FP": 475, + "IoU": 0.8588108617382819, + "TN": 846441, + "TP": 25523, + "n_pred": 25998, + "n_ref": 29244 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9518669894051823, + "FN": 838, + "FP": 375, + "IoU": 0.9081547664117513, + "TN": 862953, + "TP": 11994, + "n_pred": 12369, + "n_ref": 12832 + }, + "7": { + "Dice": 0.2633397543041741, + "FN": 98208, + "FP": 75, + "IoU": 0.15163573586534312, + "TN": 760310, + "TP": 17567, + "n_pred": 17642, + "n_ref": 115775 + }, + "8": { + "Dice": 0.7637795275590551, + "FN": 0, + "FP": 60, + "IoU": 0.6178343949044586, + "TN": 876003, + "TP": 97, + "n_pred": 157, + "n_ref": 97 + }, + "9": { + "Dice": 0.8932225833634284, + "FN": 1922, + "FP": 739, + "IoU": 0.8070480748314118, + "TN": 862369, + "TP": 11130, + "n_pred": 11869, + "n_ref": 13052 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.903889393866909, + "FN": 328, + "FP": 1681, + "IoU": 0.8246333798882681, + "TN": 1565632, + "TP": 9447, + "n_pred": 11128, + "n_ref": 9775 + }, + "10": { + "Dice": 0.8181818181818182, + "FN": 636, + "FP": 508, + "IoU": 0.6923076923076923, + "TN": 1573370, + "TP": 2574, + "n_pred": 3082, + "n_ref": 3210 + }, + "11": { + "Dice": 0.6937995083310571, + "FN": 530, + "FP": 591, + "IoU": 0.5311585110832288, + "TN": 1574697, + "TP": 1270, + "n_pred": 1861, + "n_ref": 1800 + }, + "12": { + "Dice": 0.695136902329383, + "FN": 944, + "FP": 548, + "IoU": 0.5327278421547135, + "TN": 1573895, + "TP": 1701, + "n_pred": 2249, + "n_ref": 2645 + }, + "13": { + "Dice": 0.1864951768488746, + "FN": 16, + "FP": 490, + "IoU": 0.10283687943262411, + "TN": 1576524, + "TP": 58, + "n_pred": 548, + "n_ref": 74 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9546573830347287, + "FN": 815, + "FP": 253, + "IoU": 0.913248314515474, + "TN": 1564777, + "TP": 11243, + "n_pred": 11496, + "n_ref": 12058 + }, + "3": { + "Dice": 0.9622737961353645, + "FN": 189, + "FP": 180, + "IoU": 0.9272906403940887, + "TN": 1572013, + "TP": 4706, + "n_pred": 4886, + "n_ref": 4895 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 1577084, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "5": { + "Dice": 0.8492016558249557, + "FN": 307, + "FP": 458, + "IoU": 0.7379239465570401, + "TN": 1574169, + "TP": 2154, + "n_pred": 2612, + "n_ref": 2461 + }, + "6": { + "Dice": 0.9739301213215497, + "FN": 2149, + "FP": 1143, + "IoU": 0.9491849839466535, + "TN": 1512304, + "TP": 61492, + "n_pred": 62635, + "n_ref": 63641 + }, + "7": { + "Dice": 0.9330775701126316, + "FN": 2533, + "FP": 3991, + "IoU": 0.8745505239880781, + "TN": 1525083, + "TP": 45481, + "n_pred": 49472, + "n_ref": 48014 + }, + "8": { + "Dice": 0.9496033781917202, + "FN": 336, + "FP": 941, + "IoU": 0.9040426810940787, + "TN": 1563780, + "TP": 12031, + "n_pred": 12972, + "n_ref": 12367 + }, + "9": { + "Dice": 0.8913400610185402, + "FN": 228, + "FP": 698, + "IoU": 0.8039796782387807, + "TN": 1572364, + "TP": 3798, + "n_pred": 4496, + "n_ref": 4026 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9214260021581872, + "FN": 2047, + "FP": 1885, + "IoU": 0.8543002186237818, + "TN": 849173, + "TP": 23055, + "n_pred": 24940, + "n_ref": 25102 + }, + "10": { + "Dice": 0.8214557765552264, + "FN": 1611, + "FP": 6827, + "IoU": 0.6970088692592193, + "TN": 848311, + "TP": 19411, + "n_pred": 26238, + "n_ref": 21022 + }, + "11": { + "Dice": 0.5750511247443763, + "FN": 593, + "FP": 446, + "IoU": 0.40355912743972444, + "TN": 874418, + "TP": 703, + "n_pred": 1149, + "n_ref": 1296 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6593406593406593, + "FN": 1702, + "FP": 2080, + "IoU": 0.4918032786885246, + "TN": 868718, + "TP": 3660, + "n_pred": 5740, + "n_ref": 5362 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.804699856895383, + "FN": 157, + "FP": 2436, + "IoU": 0.6732199117832388, + "TN": 868225, + "TP": 5342, + "n_pred": 7778, + "n_ref": 5499 + }, + "3": { + "Dice": 0.9655033380841648, + "FN": 6062, + "FP": 1296, + "IoU": 0.9333073499687293, + "TN": 765833, + "TP": 102969, + "n_pred": 104265, + "n_ref": 109031 + }, + "4": { + "Dice": 0.8914373088685015, + "FN": 207, + "FP": 77, + "IoU": 0.8041379310344827, + "TN": 874710, + "TP": 1166, + "n_pred": 1243, + "n_ref": 1373 + }, + "5": { + "Dice": 0.5549358123063303, + "FN": 3221, + "FP": 1806, + "IoU": 0.3840215659845607, + "TN": 867999, + "TP": 3134, + "n_pred": 4940, + "n_ref": 6355 + }, + "6": { + "Dice": 0.5115281501340483, + "FN": 2460, + "FP": 273, + "IoU": 0.34365994236311237, + "TN": 871996, + "TP": 1431, + "n_pred": 1704, + "n_ref": 3891 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 876151, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "8": { + "Dice": 0.9630162317649477, + "FN": 335, + "FP": 1465, + "IoU": 0.9286704973251436, + "TN": 850925, + "TP": 23435, + "n_pred": 24900, + "n_ref": 23770 + }, + "9": { + "Dice": 0.8227036460902227, + "FN": 2583, + "FP": 2090, + "IoU": 0.6988076055430229, + "TN": 860645, + "TP": 10842, + "n_pred": 12932, + "n_ref": 13425 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9692631578947368, + "FN": 111, + "FP": 327, + "IoU": 0.940359477124183, + "TN": 1219280, + "TP": 6906, + "n_pred": 7233, + "n_ref": 7017 + }, + "10": { + "Dice": 0.8323368007207798, + "FN": 1194, + "FP": 2900, + "IoU": 0.7128226711560045, + "TN": 1212368, + "TP": 10162, + "n_pred": 13062, + "n_ref": 11356 + }, + "11": { + "Dice": 0.39470108695652173, + "FN": 15, + "FP": 1767, + "IoU": 0.2458738891239949, + "TN": 1224261, + "TP": 581, + "n_pred": 2348, + "n_ref": 596 + }, + "12": { + "Dice": 0.7801339285714286, + "FN": 1146, + "FP": 430, + "IoU": 0.6395242451967064, + "TN": 1222252, + "TP": 2796, + "n_pred": 3226, + "n_ref": 3942 + }, + "13": { + "Dice": 0.8146111547525531, + "FN": 1096, + "FP": 5984, + "IoU": 0.6872100728959576, + "TN": 1203989, + "TP": 15555, + "n_pred": 21539, + "n_ref": 16651 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9683668464933791, + "FN": 367, + "FP": 149, + "IoU": 0.9386736391728072, + "TN": 1218210, + "TP": 7898, + "n_pred": 8047, + "n_ref": 8265 + }, + "3": { + "Dice": 0.9663075276489476, + "FN": 1721, + "FP": 640, + "IoU": 0.9348114197360429, + "TN": 1190406, + "TP": 33857, + "n_pred": 34497, + "n_ref": 35578 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5491803278688525, + "FN": 15, + "FP": 95, + "IoU": 0.3785310734463277, + "TN": 1226447, + "TP": 67, + "n_pred": 162, + "n_ref": 82 + }, + "6": { + "Dice": 0.9766256936547417, + "FN": 2777, + "FP": 3040, + "IoU": 0.9543191455944715, + "TN": 1099284, + "TP": 121523, + "n_pred": 124563, + "n_ref": 124300 + }, + "7": { + "Dice": 0.685810002392917, + "FN": 7667, + "FP": 211, + "IoU": 0.5218499635833941, + "TN": 1210148, + "TP": 8598, + "n_pred": 8809, + "n_ref": 16265 + }, + "8": { + "Dice": 0.9676112135966372, + "FN": 877, + "FP": 194, + "IoU": 0.9372546722127834, + "TN": 1209555, + "TP": 15998, + "n_pred": 16192, + "n_ref": 16875 + }, + "9": { + "Dice": 0.9409523341281743, + "FN": 2152, + "FP": 2652, + "IoU": 0.888489125136371, + "TN": 1183543, + "TP": 38277, + "n_pred": 40929, + "n_ref": 40429 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7655834480677467, + "FN": 5896, + "FP": 6533, + "IoU": 0.6201986249045073, + "TN": 1193899, + "TP": 20296, + "n_pred": 26829, + "n_ref": 26192 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8789263278126784, + "FN": 132, + "FP": 292, + "IoU": 0.7840040753948039, + "TN": 874197, + "TP": 1539, + "n_pred": 1831, + "n_ref": 1671 + }, + "10": { + "Dice": 0.7059635560463832, + "FN": 1029, + "FP": 1101, + "IoU": 0.5455515254960529, + "TN": 871473, + "TP": 2557, + "n_pred": 3658, + "n_ref": 3586 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 876146, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "12": { + "Dice": 0.7139013452914799, + "FN": 624, + "FP": 652, + "IoU": 0.5550906555090656, + "TN": 873292, + "TP": 1592, + "n_pred": 2244, + "n_ref": 2216 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9093179096491452, + "FN": 1406, + "FP": 5712, + "IoU": 0.8337148997804046, + "TN": 833354, + "TP": 35688, + "n_pred": 41400, + "n_ref": 37094 + }, + "15": { + "Dice": 0.7167468396912406, + "FN": 9815, + "FP": 313, + "IoU": 0.5585389242437451, + "TN": 853218, + "TP": 12814, + "n_pred": 13127, + "n_ref": 22629 + }, + "2": { + "Dice": 0.7988326537139202, + "FN": 521, + "FP": 4511, + "IoU": 0.6650469280436664, + "TN": 861137, + "TP": 9991, + "n_pred": 14502, + "n_ref": 10512 + }, + "3": { + "Dice": 0.9259314287751912, + "FN": 10727, + "FP": 1736, + "IoU": 0.8620785055830373, + "TN": 785797, + "TP": 77900, + "n_pred": 79636, + "n_ref": 88627 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9313571783311099, + "FN": 6938, + "FP": 111, + "IoU": 0.8715327136868963, + "TN": 996522, + "TP": 47821, + "n_pred": 47932, + "n_ref": 54759 + }, + "15": { + "Dice": 0.8990939413957054, + "FN": 5600, + "FP": 6773, + "IoU": 0.816685433210857, + "TN": 983896, + "TP": 55123, + "n_pred": 61896, + "n_ref": 60723 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.007627952755905512, + "FN": 37, + "FP": 8029, + "IoU": 0.0038285784858589603, + "TN": 868063, + "TP": 31, + "n_pred": 8060, + "n_ref": 68 + }, + "10": { + "Dice": 0.9011809983775422, + "FN": 986, + "FP": 4252, + "IoU": 0.8201359796717258, + "TN": 847038, + "TP": 23884, + "n_pred": 28136, + "n_ref": 24870 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 154, + "FP": 191, + "IoU": 0.0, + "TN": 875815, + "TP": 0, + "n_pred": 191, + "n_ref": 154 + }, + "13": { + "Dice": 0.8315532247878971, + "FN": 4179, + "FP": 1956, + "IoU": 0.7116740295140521, + "TN": 854882, + "TP": 15143, + "n_pred": 17099, + "n_ref": 19322 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9454805287602716, + "FN": 287, + "FP": 476, + "IoU": 0.8965984550752134, + "TN": 868781, + "TP": 6616, + "n_pred": 7092, + "n_ref": 6903 + }, + "3": { + "Dice": 0.9632143100976309, + "FN": 3260, + "FP": 2128, + "IoU": 0.9290389706172872, + "TN": 800231, + "TP": 70541, + "n_pred": 72669, + "n_ref": 73801 + }, + "4": { + "Dice": 0.19338203695745596, + "FN": 1877, + "FP": 0, + "IoU": 0.10704091341579448, + "TN": 874058, + "TP": 225, + "n_pred": 225, + "n_ref": 2102 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.742472266244057, + "FN": 37310, + "FP": 390, + "IoU": 0.5904221802142408, + "TN": 784114, + "TP": 54346, + "n_pred": 54736, + "n_ref": 91656 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6054, + "IoU": 0.0, + "TN": 870106, + "TP": 0, + "n_pred": 6054, + "n_ref": 0 + }, + "8": { + "Dice": 0.930171277997365, + "FN": 15, + "FP": 515, + "IoU": 0.8694581280788177, + "TN": 872100, + "TP": 3530, + "n_pred": 4045, + "n_ref": 3545 + }, + "9": { + "Dice": 0.9255390086685931, + "FN": 2333, + "FP": 347, + "IoU": 0.8613984278030616, + "TN": 856824, + "TP": 16656, + "n_pred": 17003, + "n_ref": 18989 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 55, + "IoU": 0.0, + "TN": 1401801, + "TP": 0, + "n_pred": 55, + "n_ref": 0 + }, + "10": { + "Dice": 0.9102759070171628, + "FN": 816, + "FP": 3314, + "IoU": 0.8353269537480064, + "TN": 1376776, + "TP": 20950, + "n_pred": 24264, + "n_ref": 21766 + }, + "11": { + "Dice": 0.0, + "FN": 146, + "FP": 0, + "IoU": 0.0, + "TN": 1401710, + "TP": 0, + "n_pred": 0, + "n_ref": 146 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8489287558079505, + "FN": 2714, + "FP": 1968, + "IoU": 0.7375119134383584, + "TN": 1384019, + "TP": 13155, + "n_pred": 15123, + "n_ref": 15869 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.2616604272186743, + "FN": 33496, + "FP": 32, + "IoU": 0.15052319541918974, + "TN": 1362387, + "TP": 5941, + "n_pred": 5973, + "n_ref": 39437 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 32571, + "IoU": 0.0, + "TN": 1369285, + "TP": 0, + "n_pred": 32571, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9899060895370858, + "FN": 1450, + "FP": 101, + "IoU": 0.980013916808412, + "TN": 1324252, + "TP": 76053, + "n_pred": 76154, + "n_ref": 77503 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9423217327816987, + "FN": 28, + "FP": 446, + "IoU": 0.8909341923607915, + "TN": 1397510, + "TP": 3872, + "n_pred": 4318, + "n_ref": 3900 + }, + "9": { + "Dice": 0.8430186694714699, + "FN": 1274, + "FP": 517, + "IoU": 0.7286363636363636, + "TN": 1395256, + "TP": 4809, + "n_pred": 5326, + "n_ref": 6083 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9456601556763108, + "FN": 782, + "FP": 2178, + "IoU": 0.8969215768212843, + "TN": 1022676, + "TP": 25756, + "n_pred": 27934, + "n_ref": 26538 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8414634146341463, + "FN": 497, + "FP": 101, + "IoU": 0.7263157894736842, + "TN": 1049207, + "TP": 1587, + "n_pred": 1688, + "n_ref": 2084 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 344, + "IoU": 0.0, + "TN": 1051048, + "TP": 0, + "n_pred": 344, + "n_ref": 0 + }, + "7": { + "Dice": 0.9639740089968857, + "FN": 1104, + "FP": 2644, + "IoU": 0.9304534995917761, + "TN": 997500, + "TP": 50144, + "n_pred": 52788, + "n_ref": 51248 + }, + "8": { + "Dice": 0.9650686473103759, + "FN": 544, + "FP": 1008, + "IoU": 0.9324953242573181, + "TN": 1028401, + "TP": 21439, + "n_pred": 22447, + "n_ref": 21983 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9089897771584482, + "FN": 2211, + "FP": 13333, + "IoU": 0.8331633912567485, + "TN": 1133455, + "TP": 77625, + "n_pred": 90958, + "n_ref": 79836 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 479, + "IoU": 0.0, + "TN": 1226145, + "TP": 0, + "n_pred": 479, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.896417306433375, + "FN": 5283, + "FP": 1679, + "IoU": 0.8122792353115647, + "TN": 1189537, + "TP": 30125, + "n_pred": 31804, + "n_ref": 35408 + }, + "15": { + "Dice": 0.9076883106501189, + "FN": 1272, + "FP": 3347, + "IoU": 0.8309792154566745, + "TN": 1199296, + "TP": 22709, + "n_pred": 26056, + "n_ref": 23981 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.39705882352941174, + "FN": 244, + "FP": 2, + "IoU": 0.24770642201834864, + "TN": 1226297, + "TP": 81, + "n_pred": 83, + "n_ref": 325 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.38107039031597006, + "FN": 12062, + "FP": 925, + "IoU": 0.23538416249632027, + "TN": 1209639, + "TP": 3998, + "n_pred": 4923, + "n_ref": 16060 + }, + "6": { + "Dice": 0.7705590116726385, + "FN": 2989, + "FP": 38761, + "IoU": 0.6267555897261682, + "TN": 1114767, + "TP": 70107, + "n_pred": 108868, + "n_ref": 73096 + }, + "7": { + "Dice": 0.6424071462153268, + "FN": 1928, + "FP": 1875, + "IoU": 0.47319573348109156, + "TN": 1219405, + "TP": 3416, + "n_pred": 5291, + "n_ref": 5344 + }, + "8": { + "Dice": 0.5643568601111794, + "FN": 29989, + "FP": 496, + "IoU": 0.39310386016603294, + "TN": 1176393, + "TP": 19746, + "n_pred": 20242, + "n_ref": 49735 + }, + "9": { + "Dice": 0.7348394768133175, + "FN": 1201, + "FP": 137, + "IoU": 0.5808270676691729, + "TN": 1223432, + "TP": 1854, + "n_pred": 1991, + "n_ref": 3055 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9826520912547528, + "FN": 1070, + "FP": 828, + "IoU": 0.9658958187339407, + "TN": 820507, + "TP": 53755, + "n_pred": 54583, + "n_ref": 54825 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8534917792609474, + "FN": 13429, + "FP": 971, + "IoU": 0.7444270907283828, + "TN": 819816, + "TP": 41944, + "n_pred": 42915, + "n_ref": 55373 + }, + "3": { + "Dice": 0.9790520049421543, + "FN": 251, + "FP": 495, + "IoU": 0.9589636393641015, + "TN": 857981, + "TP": 17433, + "n_pred": 17928, + "n_ref": 17684 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 7851, + "IoU": 0.0, + "TN": 868309, + "TP": 0, + "n_pred": 7851, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9812869072712352, + "FN": 1479, + "FP": 847, + "IoU": 0.9632613090725297, + "TN": 812848, + "TP": 60986, + "n_pred": 61833, + "n_ref": 62465 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9545408562100519, + "FN": 161, + "FP": 4782, + "IoU": 0.9130350639525677, + "TN": 1520249, + "TP": 51896, + "n_pred": 56678, + "n_ref": 52057 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7700494108703915, + "FN": 968, + "FP": 242, + "IoU": 0.6260815822002472, + "TN": 1573852, + "TP": 2026, + "n_pred": 2268, + "n_ref": 2994 + }, + "12": { + "Dice": 0.3076923076923077, + "FN": 27, + "FP": 0, + "IoU": 0.18181818181818182, + "TN": 1577055, + "TP": 6, + "n_pred": 6, + "n_ref": 33 + }, + "13": { + "Dice": 0.23360522022838498, + "FN": 8430, + "FP": 5664, + "IoU": 0.13224972294052456, + "TN": 1560846, + "TP": 2148, + "n_pred": 7812, + "n_ref": 10578 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.8367035422600595, + "FN": 3615, + "FP": 6762, + "IoU": 0.7192522049672637, + "TN": 1540126, + "TP": 26585, + "n_pred": 33347, + "n_ref": 30200 + }, + "2": { + "Dice": 0.9394765746316707, + "FN": 4415, + "FP": 1977, + "IoU": 0.8858612192421699, + "TN": 1521086, + "TP": 49610, + "n_pred": 51587, + "n_ref": 54025 + }, + "3": { + "Dice": 0.8817061320513476, + "FN": 531, + "FP": 1782, + "IoU": 0.788438671910729, + "TN": 1566155, + "TP": 8620, + "n_pred": 10402, + "n_ref": 9151 + }, + "4": { + "Dice": 0.6192592592592593, + "FN": 544, + "FP": 2026, + "IoU": 0.44849785407725323, + "TN": 1572428, + "TP": 2090, + "n_pred": 4116, + "n_ref": 2634 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9607377801278363, + "FN": 4747, + "FP": 7876, + "IoU": 0.9244421299621702, + "TN": 1410024, + "TP": 154441, + "n_pred": 162317, + "n_ref": 159188 + }, + "7": { + "Dice": 0.8512611372314726, + "FN": 4519, + "FP": 6933, + "IoU": 0.741039730457002, + "TN": 1532865, + "TP": 32771, + "n_pred": 39704, + "n_ref": 37290 + }, + "8": { + "Dice": 0.8460153510849995, + "FN": 1451, + "FP": 174, + "IoU": 0.733125307932337, + "TN": 1570999, + "TP": 4464, + "n_pred": 4638, + "n_ref": 5915 + }, + "9": { + "Dice": 0.9008874924204839, + "FN": 1643, + "FP": 1953, + "IoU": 0.8196499322934951, + "TN": 1557149, + "TP": 16343, + "n_pred": 18296, + "n_ref": 17986 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 34, + "IoU": 0.0, + "TN": 1226590, + "TP": 0, + "n_pred": 34, + "n_ref": 0 + }, + "10": { + "Dice": 0.8684739060304907, + "FN": 8284, + "FP": 4355, + "IoU": 0.7675244173855463, + "TN": 1172257, + "TP": 41728, + "n_pred": 46083, + "n_ref": 50012 + }, + "11": { + "Dice": 0.6661150186181216, + "FN": 669, + "FP": 138, + "IoU": 0.4993796526054591, + "TN": 1225012, + "TP": 805, + "n_pred": 943, + "n_ref": 1474 + }, + "12": { + "Dice": 0.0, + "FN": 11, + "FP": 115, + "IoU": 0.0, + "TN": 1226498, + "TP": 0, + "n_pred": 115, + "n_ref": 11 + }, + "13": { + "Dice": 0.2539750752041255, + "FN": 6403, + "FP": 541, + "IoU": 0.14545902042825498, + "TN": 1218498, + "TP": 1182, + "n_pred": 1723, + "n_ref": 7585 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.967416169168108, + "FN": 3151, + "FP": 353, + "IoU": 0.9368887447992651, + "TN": 1171103, + "TP": 52017, + "n_pred": 52370, + "n_ref": 55168 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 25742, + "IoU": 0.0, + "TN": 1200882, + "TP": 0, + "n_pred": 25742, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9213502447962894, + "FN": 9129, + "FP": 4606, + "IoU": 0.8541699846047672, + "TN": 1132439, + "TP": 80450, + "n_pred": 85056, + "n_ref": 89579 + }, + "7": { + "Dice": 0.9263457881657208, + "FN": 23649, + "FP": 6641, + "IoU": 0.8627971445136976, + "TN": 1005856, + "TP": 190478, + "n_pred": 197119, + "n_ref": 214127 + }, + "8": { + "Dice": 0.969349805497371, + "FN": 311, + "FP": 406, + "IoU": 0.9405226047283285, + "TN": 1214569, + "TP": 11338, + "n_pred": 11744, + "n_ref": 11649 + }, + "9": { + "Dice": 0.947107438016529, + "FN": 52, + "FP": 780, + "IoU": 0.8995290423861853, + "TN": 1218343, + "TP": 7449, + "n_pred": 8229, + "n_ref": 7501 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9676514210125466, + "FN": 1497, + "FP": 924, + "IoU": 0.9373301234759649, + "TN": 1363225, + "TP": 36210, + "n_pred": 37134, + "n_ref": 37707 + }, + "15": { + "Dice": 0.8892185613248231, + "FN": 4704, + "FP": 1718, + "IoU": 0.8005342278543919, + "TN": 1369660, + "TP": 25774, + "n_pred": 27492, + "n_ref": 30478 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 47, + "FP": 398, + "IoU": 0.0, + "TN": 1401411, + "TP": 0, + "n_pred": 398, + "n_ref": 47 + }, + "5": { + "Dice": 0.5366190695532013, + "FN": 1772, + "FP": 240, + "IoU": 0.3666981429021089, + "TN": 1398679, + "TP": 1165, + "n_pred": 1405, + "n_ref": 2937 + }, + "6": { + "Dice": 0.9495464301230053, + "FN": 5444, + "FP": 2337, + "IoU": 0.9039394575375612, + "TN": 1320855, + "TP": 73220, + "n_pred": 75557, + "n_ref": 78664 + }, + "7": { + "Dice": 0.4651773981603154, + "FN": 401, + "FP": 6, + "IoU": 0.3030821917808219, + "TN": 1401272, + "TP": 177, + "n_pred": 183, + "n_ref": 578 + }, + "8": { + "Dice": 0.7844378637802512, + "FN": 1620, + "FP": 2602, + "IoU": 0.6453293010752689, + "TN": 1389952, + "TP": 7682, + "n_pred": 10284, + "n_ref": 9302 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9422889503490056, + "FN": 3942, + "FP": 440, + "IoU": 0.8908755852176512, + "TN": 1186468, + "TP": 35774, + "n_pred": 36214, + "n_ref": 39716 + }, + "10": { + "Dice": 0.3829812379967499, + "FN": 15633, + "FP": 5250, + "IoU": 0.23684402865078205, + "TN": 1199260, + "TP": 6481, + "n_pred": 11731, + "n_ref": 22114 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 97, + "IoU": 0.0, + "TN": 1226527, + "TP": 0, + "n_pred": 97, + "n_ref": 0 + }, + "12": { + "Dice": 0.1442385173247381, + "FN": 1462, + "FP": 662, + "IoU": 0.07772470690403821, + "TN": 1224321, + "TP": 179, + "n_pred": 841, + "n_ref": 1641 + }, + "13": { + "Dice": 0.2269222840651412, + "FN": 15326, + "FP": 3425, + "IoU": 0.12798214202669395, + "TN": 1205121, + "TP": 2752, + "n_pred": 6177, + "n_ref": 18078 + }, + "14": { + "Dice": 0.0, + "FN": 21915, + "FP": 0, + "IoU": 0.0, + "TN": 1204709, + "TP": 0, + "n_pred": 0, + "n_ref": 21915 + }, + "15": { + "Dice": 0.0, + "FN": 9189, + "FP": 14, + "IoU": 0.0, + "TN": 1217421, + "TP": 0, + "n_pred": 14, + "n_ref": 9189 + }, + "2": { + "Dice": 0.1490056138213151, + "FN": 13485, + "FP": 25625, + "IoU": 0.08050030563784266, + "TN": 1184090, + "TP": 3424, + "n_pred": 29049, + "n_ref": 16909 + }, + "3": { + "Dice": 0.5276103151862465, + "FN": 28150, + "FP": 13066, + "IoU": 0.3583360577896097, + "TN": 1162391, + "TP": 23017, + "n_pred": 36083, + "n_ref": 51167 + }, + "4": { + "Dice": 0.2852761226217671, + "FN": 43350, + "FP": 1391, + "IoU": 0.16636854853735794, + "TN": 1172954, + "TP": 8929, + "n_pred": 10320, + "n_ref": 52279 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9490807774998903, + "FN": 11986, + "FP": 1940, + "IoU": 0.9030958395090077, + "TN": 1082915, + "TP": 129783, + "n_pred": 131723, + "n_ref": 141769 + }, + "7": { + "Dice": 0.3477399603817756, + "FN": 3655, + "FP": 3589, + "IoU": 0.21046321525885558, + "TN": 1217449, + "TP": 1931, + "n_pred": 5520, + "n_ref": 5586 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.39050131926121373, + "FN": 944, + "FP": 211, + "IoU": 0.24262295081967214, + "TN": 1225099, + "TP": 370, + "n_pred": 581, + "n_ref": 1314 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9690133705088397, + "FN": 368, + "FP": 121, + "IoU": 0.9398893669330055, + "TN": 1568953, + "TP": 7646, + "n_pred": 7767, + "n_ref": 8014 + }, + "10": { + "Dice": 0.9469480410290902, + "FN": 822, + "FP": 440, + "IoU": 0.8992415169660679, + "TN": 1564563, + "TP": 11263, + "n_pred": 11703, + "n_ref": 12085 + }, + "11": { + "Dice": 0.7083798882681565, + "FN": 65, + "FP": 457, + "IoU": 0.5484429065743944, + "TN": 1575932, + "TP": 634, + "n_pred": 1091, + "n_ref": 699 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.714033520040102, + "FN": 4344, + "FP": 8777, + "IoU": 0.5552504914921023, + "TN": 1547586, + "TP": 16381, + "n_pred": 25158, + "n_ref": 20725 + }, + "14": { + "Dice": 0.9099606675879665, + "FN": 461, + "FP": 386, + "IoU": 0.8347961771016189, + "TN": 1571961, + "TP": 4280, + "n_pred": 4666, + "n_ref": 4741 + }, + "15": { + "Dice": 0.19581117021276595, + "FN": 2434, + "FP": 2404, + "IoU": 0.10853141698912844, + "TN": 1571661, + "TP": 589, + "n_pred": 2993, + "n_ref": 3023 + }, + "2": { + "Dice": 0.7112858065905664, + "FN": 8590, + "FP": 2134, + "IoU": 0.5519344865045542, + "TN": 1553154, + "TP": 13210, + "n_pred": 15344, + "n_ref": 21800 + }, + "3": { + "Dice": 0.9333611786148238, + "FN": 3745, + "FP": 10295, + "IoU": 0.8750489480616568, + "TN": 1464724, + "TP": 98324, + "n_pred": 108619, + "n_ref": 102069 + }, + "4": { + "Dice": 0.9024207130247752, + "FN": 684, + "FP": 4125, + "IoU": 0.8221918213414183, + "TN": 1550042, + "TP": 22237, + "n_pred": 26362, + "n_ref": 22921 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.961920317330689, + "FN": 8217, + "FP": 4839, + "IoU": 0.926634374402949, + "TN": 1399130, + "TP": 164902, + "n_pred": 169741, + "n_ref": 173119 + }, + "7": { + "Dice": 0.904129480674161, + "FN": 11128, + "FP": 624, + "IoU": 0.8250331263864695, + "TN": 1509921, + "TP": 55415, + "n_pred": 56039, + "n_ref": 66543 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.850743341309379, + "FN": 2134, + "FP": 5476, + "IoU": 0.7402553075295242, + "TN": 1547790, + "TP": 21688, + "n_pred": 27164, + "n_ref": 23822 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8276713558814726, + "FN": 3631, + "FP": 10187, + "IoU": 0.7060062551860599, + "TN": 1179623, + "TP": 33183, + "n_pred": 43370, + "n_ref": 36814 + }, + "15": { + "Dice": 0.79540989462404, + "FN": 7216, + "FP": 1948, + "IoU": 0.6603158128845726, + "TN": 1199646, + "TP": 17814, + "n_pred": 19762, + "n_ref": 25030 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 573, + "IoU": 0.0, + "TN": 1576515, + "TP": 0, + "n_pred": 573, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1472, + "IoU": 0.0, + "TN": 1575616, + "TP": 0, + "n_pred": 1472, + "n_ref": 0 + }, + "15": { + "Dice": 0.8774441432669281, + "FN": 1621, + "FP": 7693, + "IoU": 0.7816485371342836, + "TN": 1534432, + "TP": 33342, + "n_pred": 41035, + "n_ref": 34963 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8193712953957389, + "FN": 2581, + "FP": 7262, + "IoU": 0.6940126834120866, + "TN": 1544920, + "TP": 22325, + "n_pred": 29587, + "n_ref": 24906 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.96703950772161, + "FN": 4310, + "FP": 2889, + "IoU": 0.9361824725635162, + "TN": 1464282, + "TP": 105607, + "n_pred": 108496, + "n_ref": 109917 + }, + "7": { + "Dice": 0.9511084571172651, + "FN": 1965, + "FP": 1310, + "IoU": 0.9067748363222317, + "TN": 1541958, + "TP": 31855, + "n_pred": 33165, + "n_ref": 33820 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 736, + "IoU": 0.0, + "TN": 1576352, + "TP": 0, + "n_pred": 736, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0401.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.645967242517224, + "FN": 1746.6555555555558, + "FP": 1490.5555555555554, + "IoU": 0.5601684535871926, + "TN": 1137439.8422222221, + "TP": 10013.08, + "n_pred": 11503.635555555555, + "n_ref": 11759.735555555555 + }, + "mean": { + "1": { + "Dice": 0.7519310570711655, + "FN": 1570.7, + "FP": 982.2666666666667, + "IoU": 0.7088946570592016, + "TN": 1132510.8333333333, + "TP": 15626.333333333334, + "n_pred": 16608.6, + "n_ref": 17197.033333333333 + }, + "10": { + "Dice": 0.6338257701571237, + "FN": 2000.9666666666667, + "FP": 2889.0666666666666, + "IoU": 0.518105751607727, + "TN": 1137642.5666666667, + "TP": 8157.533333333334, + "n_pred": 11046.6, + "n_ref": 10158.5 + }, + "11": { + "Dice": 0.5252977599684896, + "FN": 44.53333333333333, + "FP": 33.266666666666666, + "IoU": 0.4123471762367644, + "TN": 1150537.6, + "TP": 74.73333333333333, + "n_pred": 108.0, + "n_ref": 119.26666666666667 + }, + "12": { + "Dice": 0.38421542425803884, + "FN": 572.2333333333333, + "FP": 253.76666666666668, + "IoU": 0.2815434569683339, + "TN": 1149357.2, + "TP": 506.93333333333334, + "n_pred": 760.7, + "n_ref": 1079.1666666666667 + }, + "13": { + "Dice": 0.4567857071549283, + "FN": 4461.6, + "FP": 2741.4666666666667, + "IoU": 0.3524376284299941, + "TN": 1137671.3, + "TP": 5815.766666666666, + "n_pred": 8557.233333333334, + "n_ref": 10277.366666666667 + }, + "14": { + "Dice": 0.5618251722270863, + "FN": 630.9333333333333, + "FP": 2316.8333333333335, + "IoU": 0.5045157944506504, + "TN": 1138083.9, + "TP": 9658.466666666667, + "n_pred": 11975.3, + "n_ref": 10289.4 + }, + "15": { + "Dice": 0.3444304888494557, + "FN": 2894.0, + "FP": 1617.5666666666666, + "IoU": 0.2598816591787861, + "TN": 1142573.8666666667, + "TP": 3604.7, + "n_pred": 5222.266666666666, + "n_ref": 6498.7 + }, + "2": { + "Dice": 0.8411383178920234, + "FN": 1429.4666666666667, + "FP": 647.6333333333333, + "IoU": 0.7772567036079723, + "TN": 1134020.3, + "TP": 14592.733333333334, + "n_pred": 15240.366666666667, + "n_ref": 16022.2 + }, + "3": { + "Dice": 0.7991429565399221, + "FN": 541.6, + "FP": 1737.4, + "IoU": 0.7402309816143289, + "TN": 1133717.1333333333, + "TP": 14694.0, + "n_pred": 16431.4, + "n_ref": 15235.6 + }, + "4": { + "Dice": 0.6915373074665684, + "FN": 1164.6666666666667, + "FP": 696.9, + "IoU": 0.5908076562853367, + "TN": 1144869.9333333333, + "TP": 3958.633333333333, + "n_pred": 4655.533333333334, + "n_ref": 5123.3 + }, + "5": { + "Dice": 0.6045571103854976, + "FN": 785.0333333333333, + "FP": 565.9, + "IoU": 0.49006398314271993, + "TN": 1147476.7666666666, + "TP": 1862.4333333333334, + "n_pred": 2428.3333333333335, + "n_ref": 2647.4666666666667 + }, + "6": { + "Dice": 0.8088580924350619, + "FN": 2363.0666666666666, + "FP": 3707.6, + "IoU": 0.7362637640296151, + "TN": 1111517.4333333333, + "TP": 33102.03333333333, + "n_pred": 36809.63333333333, + "n_ref": 35465.1 + }, + "7": { + "Dice": 0.6002246275318709, + "FN": 5583.2, + "FP": 2416.8, + "IoU": 0.5027241129671661, + "TN": 1122566.5, + "TP": 20123.633333333335, + "n_pred": 22540.433333333334, + "n_ref": 25706.833333333332 + }, + "8": { + "Dice": 0.8925218700413614, + "FN": 843.6666666666666, + "FP": 752.1333333333333, + "IoU": 0.8326087630477529, + "TN": 1137662.2666666666, + "TP": 11432.066666666668, + "n_pred": 12184.2, + "n_ref": 12275.733333333334 + }, + "9": { + "Dice": 0.7932169757797656, + "FN": 1314.1666666666667, + "FP": 999.7333333333333, + "IoU": 0.6948447151815412, + "TN": 1141390.0333333334, + "TP": 6986.2, + "n_pred": 7985.933333333333, + "n_ref": 8300.366666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7305888483585201, + "FN": 370, + "FP": 147, + "IoU": 0.5755336617405583, + "TN": 1225406, + "TP": 701, + "n_pred": 848, + "n_ref": 1071 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3523302938196555, + "FN": 9626, + "FP": 602, + "IoU": 0.21383551114527286, + "TN": 1213614, + "TP": 2782, + "n_pred": 3384, + "n_ref": 12408 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 1226614, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9151138716356108, + "FN": 95, + "FP": 110, + "IoU": 0.8435114503816794, + "TN": 1225314, + "TP": 1105, + "n_pred": 1215, + "n_ref": 1200 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 2537, + "FP": 0, + "IoU": 0.0, + "TN": 1224087, + "TP": 0, + "n_pred": 0, + "n_ref": 2537 + }, + "8": { + "Dice": 0.7217483470448696, + "FN": 748, + "FP": 4765, + "IoU": 0.5646371318013109, + "TN": 1213961, + "TP": 7150, + "n_pred": 11915, + "n_ref": 7898 + }, + "9": { + "Dice": 0.8043723745426623, + "FN": 5020, + "FP": 3642, + "IoU": 0.6727616169248205, + "TN": 1200154, + "TP": 17808, + "n_pred": 21450, + "n_ref": 22828 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 1401854, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 229, + "IoU": 0.0, + "TN": 1401627, + "TP": 0, + "n_pred": 229, + "n_ref": 0 + }, + "13": { + "Dice": 0.7963393826586009, + "FN": 2248, + "FP": 378, + "IoU": 0.6615979381443299, + "TN": 1394096, + "TP": 5134, + "n_pred": 5512, + "n_ref": 7382 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 1401850, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6797864492817044, + "FN": 23912, + "FP": 1699, + "IoU": 0.5149064323054777, + "TN": 1349060, + "TP": 27185, + "n_pred": 28884, + "n_ref": 51097 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 23835, + "IoU": 0.0, + "TN": 1378021, + "TP": 0, + "n_pred": 23835, + "n_ref": 0 + }, + "4": { + "Dice": 0.9245411284840245, + "FN": 117, + "FP": 771, + "IoU": 0.8596713021491783, + "TN": 1395528, + "TP": 5440, + "n_pred": 6211, + "n_ref": 5557 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9556090386415296, + "FN": 491, + "FP": 173, + "IoU": 0.9149916784022533, + "TN": 1394045, + "TP": 7147, + "n_pred": 7320, + "n_ref": 7638 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9142741609381319, + "FN": 207, + "FP": 217, + "IoU": 0.8420856610800744, + "TN": 1399171, + "TP": 2261, + "n_pred": 2478, + "n_ref": 2468 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.00508001016002032, + "FN": 4, + "FP": 3913, + "IoU": 0.002546473134708429, + "TN": 1222697, + "TP": 10, + "n_pred": 3923, + "n_ref": 14 + }, + "10": { + "Dice": 0.7990597878495661, + "FN": 74, + "FP": 3260, + "IoU": 0.6653618388035732, + "TN": 1216661, + "TP": 6629, + "n_pred": 9889, + "n_ref": 6703 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6990250105977109, + "FN": 1114, + "FP": 1726, + "IoU": 0.5373085695666341, + "TN": 1220486, + "TP": 3298, + "n_pred": 5024, + "n_ref": 4412 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 200, + "IoU": 0.0, + "TN": 1226424, + "TP": 0, + "n_pred": 200, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9484976630313822, + "FN": 180, + "FP": 977, + "IoU": 0.9020404707476082, + "TN": 1214813, + "TP": 10654, + "n_pred": 11631, + "n_ref": 10834 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.44934668250466653, + "FN": 850, + "FP": 2395, + "IoU": 0.28977894506456553, + "TN": 1222055, + "TP": 1324, + "n_pred": 3719, + "n_ref": 2174 + }, + "7": { + "Dice": 0.886220041963415, + "FN": 16978, + "FP": 2273, + "IoU": 0.7956868280568439, + "TN": 1132401, + "TP": 74972, + "n_pred": 77245, + "n_ref": 91950 + }, + "8": { + "Dice": 0.9041970117876718, + "FN": 513, + "FP": 2039, + "IoU": 0.8251455978074683, + "TN": 1212029, + "TP": 12043, + "n_pred": 14082, + "n_ref": 12556 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8253872762821477, + "FN": 575, + "FP": 586, + "IoU": 0.7026888604353393, + "TN": 872255, + "TP": 2744, + "n_pred": 3330, + "n_ref": 3319 + }, + "11": { + "Dice": 0.7368421052631579, + "FN": 4, + "FP": 166, + "IoU": 0.5833333333333334, + "TN": 875752, + "TP": 238, + "n_pred": 404, + "n_ref": 242 + }, + "12": { + "Dice": 0.0, + "FN": 20, + "FP": 0, + "IoU": 0.0, + "TN": 876140, + "TP": 0, + "n_pred": 0, + "n_ref": 20 + }, + "13": { + "Dice": 0.06956521739130435, + "FN": 0, + "FP": 321, + "IoU": 0.036036036036036036, + "TN": 875827, + "TP": 12, + "n_pred": 333, + "n_ref": 12 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9584833000074058, + "FN": 2161, + "FP": 3445, + "IoU": 0.9202764583748115, + "TN": 805842, + "TP": 64712, + "n_pred": 68157, + "n_ref": 66873 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8418745568233095, + "FN": 1059, + "FP": 1394, + "IoU": 0.7269286429923189, + "TN": 867177, + "TP": 6530, + "n_pred": 7924, + "n_ref": 7589 + }, + "6": { + "Dice": 0.9149502760768502, + "FN": 3501, + "FP": 7805, + "IoU": 0.8432334997226845, + "TN": 804040, + "TP": 60814, + "n_pred": 68619, + "n_ref": 64315 + }, + "7": { + "Dice": 0.4819454679439941, + "FN": 339, + "FP": 364, + "IoU": 0.3174757281553398, + "TN": 875130, + "TP": 327, + "n_pred": 691, + "n_ref": 666 + }, + "8": { + "Dice": 0.9411456393704914, + "FN": 3137, + "FP": 1130, + "IoU": 0.8888338891204669, + "TN": 837776, + "TP": 34117, + "n_pred": 35247, + "n_ref": 37254 + }, + "9": { + "Dice": 0.7879111883321918, + "FN": 7129, + "FP": 5566, + "IoU": 0.6500441062961738, + "TN": 839884, + "TP": 23581, + "n_pred": 29147, + "n_ref": 30710 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9448879811857903, + "FN": 5068, + "FP": 2056, + "IoU": 0.8955333313781271, + "TN": 983198, + "TP": 61070, + "n_pred": 63126, + "n_ref": 66138 + }, + "10": { + "Dice": 0.6946267237280076, + "FN": 2732, + "FP": 3690, + "IoU": 0.5321288066443246, + "TN": 1037666, + "TP": 7304, + "n_pred": 10994, + "n_ref": 10036 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.70817843866171, + "FN": 742, + "FP": 1456, + "IoU": 0.5482014388489208, + "TN": 1046527, + "TP": 2667, + "n_pred": 4123, + "n_ref": 3409 + }, + "13": { + "Dice": 0.7280081404222845, + "FN": 5228, + "FP": 5464, + "IoU": 0.5723371065157393, + "TN": 1026391, + "TP": 14309, + "n_pred": 19773, + "n_ref": 19537 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9599712368168744, + "FN": 260, + "FP": 74, + "IoU": 0.9230237381885227, + "TN": 1047053, + "TP": 4005, + "n_pred": 4079, + "n_ref": 4265 + }, + "3": { + "Dice": 0.8630496669522678, + "FN": 548, + "FP": 4407, + "IoU": 0.7590917930766239, + "TN": 1030824, + "TP": 15613, + "n_pred": 20020, + "n_ref": 16161 + }, + "4": { + "Dice": 0.9093214709848836, + "FN": 3941, + "FP": 564, + "IoU": 0.8337208873140664, + "TN": 1024299, + "TP": 22588, + "n_pred": 23152, + "n_ref": 26529 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9796134628772803, + "FN": 1114, + "FP": 2195, + "IoU": 0.960041540375071, + "TN": 968581, + "TP": 79502, + "n_pred": 81697, + "n_ref": 80616 + }, + "7": { + "Dice": 0.9188752402099588, + "FN": 11205, + "FP": 742, + "IoU": 0.8499252578290853, + "TN": 971785, + "TP": 67660, + "n_pred": 68402, + "n_ref": 78865 + }, + "8": { + "Dice": 0.9523886248288085, + "FN": 1204, + "FP": 569, + "IoU": 0.9091048908028299, + "TN": 1031886, + "TP": 17733, + "n_pred": 18302, + "n_ref": 18937 + }, + "9": { + "Dice": 0.9090175916124804, + "FN": 1662, + "FP": 1948, + "IoU": 0.8332101275180188, + "TN": 1029748, + "TP": 18034, + "n_pred": 19982, + "n_ref": 19696 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 459, + "IoU": 0.0, + "TN": 1050933, + "TP": 0, + "n_pred": 459, + "n_ref": 0 + }, + "10": { + "Dice": 0.08164054942929, + "FN": 1028, + "FP": 3719, + "IoU": 0.04255748285599032, + "TN": 1046434, + "TP": 211, + "n_pred": 3930, + "n_ref": 1239 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.869013347291285, + "FN": 406, + "FP": 1596, + "IoU": 0.7683674650005785, + "TN": 1042749, + "TP": 6641, + "n_pred": 8237, + "n_ref": 7047 + }, + "6": { + "Dice": 0.9564826995761031, + "FN": 2559, + "FP": 1609, + "IoU": 0.9165949612790907, + "TN": 1001419, + "TP": 45805, + "n_pred": 47414, + "n_ref": 48364 + }, + "7": { + "Dice": 0.8408325222729655, + "FN": 1244, + "FP": 3008, + "IoU": 0.7253762190789899, + "TN": 1035909, + "TP": 11231, + "n_pred": 14239, + "n_ref": 12475 + }, + "8": { + "Dice": 0.9433405587668593, + "FN": 593, + "FP": 1289, + "IoU": 0.8927574220753319, + "TN": 1033843, + "TP": 15667, + "n_pred": 16956, + "n_ref": 16260 + }, + "9": { + "Dice": 0.9252782193958664, + "FN": 82, + "FP": 106, + "IoU": 0.8609467455621301, + "TN": 1050040, + "TP": 1164, + "n_pred": 1270, + "n_ref": 1246 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9737136465324385, + "FN": 2608, + "FP": 306, + "IoU": 0.9487738419618529, + "TN": 994507, + "TP": 53971, + "n_pred": 54277, + "n_ref": 56579 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 191, + "IoU": 0.0, + "TN": 1051201, + "TP": 0, + "n_pred": 191, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8785882352941177, + "FN": 493, + "FP": 539, + "IoU": 0.7834662190516156, + "TN": 1046626, + "TP": 3734, + "n_pred": 4273, + "n_ref": 4227 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9613601236476044, + "FN": 14, + "FP": 36, + "IoU": 0.9255952380952381, + "TN": 1050720, + "TP": 622, + "n_pred": 658, + "n_ref": 636 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8676857663494635, + "FN": 1954, + "FP": 660, + "IoU": 0.7662941439427805, + "TN": 1040207, + "TP": 8571, + "n_pred": 9231, + "n_ref": 10525 + }, + "6": { + "Dice": 0.9024181687587646, + "FN": 1498, + "FP": 1355, + "IoU": 0.8221875973823621, + "TN": 1035347, + "TP": 13192, + "n_pred": 14547, + "n_ref": 14690 + }, + "7": { + "Dice": 0.46879892641467236, + "FN": 2001, + "FP": 374, + "IoU": 0.30616418346479696, + "TN": 1047969, + "TP": 1048, + "n_pred": 1422, + "n_ref": 3049 + }, + "8": { + "Dice": 0.9297932795729849, + "FN": 2474, + "FP": 3629, + "IoU": 0.8687978330036976, + "TN": 1004876, + "TP": 40413, + "n_pred": 44042, + "n_ref": 42887 + }, + "9": { + "Dice": 0.6623519691545029, + "FN": 2085, + "FP": 367, + "IoU": 0.49516162240065886, + "TN": 1046535, + "TP": 2405, + "n_pred": 2772, + "n_ref": 4490 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8671031374883088, + "FN": 1528, + "FP": 35, + "IoU": 0.7653857700390273, + "TN": 1044730, + "TP": 5099, + "n_pred": 5134, + "n_ref": 6627 + }, + "15": { + "Dice": 0.3935772063262103, + "FN": 14468, + "FP": 601, + "IoU": 0.24500225462197506, + "TN": 1031433, + "TP": 4890, + "n_pred": 5491, + "n_ref": 19358 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.889711992782012, + "FN": 4195, + "FP": 450, + "IoU": 0.8013344168341816, + "TN": 1028011, + "TP": 18736, + "n_pred": 19186, + "n_ref": 22931 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 190, + "IoU": 0.0, + "TN": 1051202, + "TP": 0, + "n_pred": 190, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9262069907569019, + "FN": 2913, + "FP": 16535, + "IoU": 0.8625563612206533, + "TN": 1085126, + "TP": 122050, + "n_pred": 138585, + "n_ref": 124963 + }, + "10": { + "Dice": 0.4417910447761194, + "FN": 278, + "FP": 844, + "IoU": 0.2835249042145594, + "TN": 1225058, + "TP": 444, + "n_pred": 1288, + "n_ref": 722 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 1226622, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "3": { + "Dice": 0.9408190470285519, + "FN": 1442, + "FP": 4285, + "IoU": 0.8882514780776211, + "TN": 1175375, + "TP": 45522, + "n_pred": 49807, + "n_ref": 46964 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 326, + "IoU": 0.0, + "TN": 1226298, + "TP": 0, + "n_pred": 326, + "n_ref": 0 + }, + "7": { + "Dice": 0.4749198376572415, + "FN": 22297, + "FP": 1120, + "IoU": 0.3114064751374717, + "TN": 1192617, + "TP": 10590, + "n_pred": 11710, + "n_ref": 32887 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9588843585652662, + "FN": 2968, + "FP": 511, + "IoU": 0.9210161872545236, + "TN": 1357809, + "TP": 40568, + "n_pred": 41079, + "n_ref": 43536 + }, + "10": { + "Dice": 0.8406896797406577, + "FN": 5632, + "FP": 3312, + "IoU": 0.7251636296592201, + "TN": 1369313, + "TP": 23599, + "n_pred": 26911, + "n_ref": 29231 + }, + "11": { + "Dice": 0.5995457986373959, + "FN": 824, + "FP": 234, + "IoU": 0.4281081081081081, + "TN": 1400006, + "TP": 792, + "n_pred": 1026, + "n_ref": 1616 + }, + "12": { + "Dice": 0.612799755613258, + "FN": 1781, + "FP": 754, + "IoU": 0.4417529178595023, + "TN": 1397315, + "TP": 2006, + "n_pred": 2760, + "n_ref": 3787 + }, + "13": { + "Dice": 0.5307359839406788, + "FN": 15074, + "FP": 7835, + "IoU": 0.36122574169083205, + "TN": 1365992, + "TP": 12955, + "n_pred": 20790, + "n_ref": 28029 + }, + "14": { + "Dice": 0.9641557675287639, + "FN": 813, + "FP": 6477, + "IoU": 0.9307922343000902, + "TN": 1296521, + "TP": 98045, + "n_pred": 104522, + "n_ref": 98858 + }, + "15": { + "Dice": 0.007119901112484549, + "FN": 2201, + "FP": 17880, + "IoU": 0.0035726690815263236, + "TN": 1381703, + "TP": 72, + "n_pred": 17952, + "n_ref": 2273 + }, + "2": { + "Dice": 0.9675377917383622, + "FN": 1324, + "FP": 4298, + "IoU": 0.9371169075209163, + "TN": 1312452, + "TP": 83782, + "n_pred": 88080, + "n_ref": 85106 + }, + "3": { + "Dice": 0.9561847107895611, + "FN": 1029, + "FP": 2532, + "IoU": 0.9160478110191669, + "TN": 1359439, + "TP": 38856, + "n_pred": 41388, + "n_ref": 39885 + }, + "4": { + "Dice": 0.8750247685905964, + "FN": 2217, + "FP": 2198, + "IoU": 0.777816919128378, + "TN": 1381985, + "TP": 15456, + "n_pred": 17654, + "n_ref": 17673 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9588791027433017, + "FN": 7870, + "FP": 4339, + "IoU": 0.921006489515195, + "TN": 1247299, + "TP": 142348, + "n_pred": 146687, + "n_ref": 150218 + }, + "7": { + "Dice": 0.7241354414843694, + "FN": 2634, + "FP": 1187, + "IoU": 0.5675645088275237, + "TN": 1393020, + "TP": 5015, + "n_pred": 6202, + "n_ref": 7649 + }, + "8": { + "Dice": 0.9643211920529802, + "FN": 657, + "FP": 205, + "IoU": 0.931100631444329, + "TN": 1389345, + "TP": 11649, + "n_pred": 11854, + "n_ref": 12306 + }, + "9": { + "Dice": 0.9238901623239931, + "FN": 594, + "FP": 2660, + "IoU": 0.858546339766997, + "TN": 1378852, + "TP": 19750, + "n_pred": 22410, + "n_ref": 20344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8953568953568953, + "FN": 155, + "FP": 147, + "IoU": 0.8105395232120451, + "TN": 1225030, + "TP": 1292, + "n_pred": 1439, + "n_ref": 1447 + }, + "10": { + "Dice": 0.87174778083869, + "FN": 225, + "FP": 194, + "IoU": 0.7726532826912642, + "TN": 1224781, + "TP": 1424, + "n_pred": 1618, + "n_ref": 1649 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5149275790718297, + "FN": 4935, + "FP": 3270, + "IoU": 0.34673566878980894, + "TN": 1214064, + "TP": 4355, + "n_pred": 7625, + "n_ref": 9290 + }, + "14": { + "Dice": 0.8731630510846746, + "FN": 5683, + "FP": 5917, + "IoU": 0.7748796770687781, + "TN": 1175096, + "TP": 39928, + "n_pred": 45845, + "n_ref": 45611 + }, + "15": { + "Dice": 0.6026760296071361, + "FN": 7729, + "FP": 645, + "IoU": 0.43130730050933785, + "TN": 1211899, + "TP": 6351, + "n_pred": 6996, + "n_ref": 14080 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.792339275240354, + "FN": 2893, + "FP": 5250, + "IoU": 0.6560942647183039, + "TN": 1202946, + "TP": 15535, + "n_pred": 20785, + "n_ref": 18428 + }, + "5": { + "Dice": 0.8285455936565348, + "FN": 1054, + "FP": 1411, + "IoU": 0.7072794204963782, + "TN": 1218203, + "TP": 5956, + "n_pred": 7367, + "n_ref": 7010 + }, + "6": { + "Dice": 0.9424946662223924, + "FN": 1599, + "FP": 9964, + "IoU": 0.8912434161023326, + "TN": 1120304, + "TP": 94757, + "n_pred": 104721, + "n_ref": 96356 + }, + "7": { + "Dice": 0.8726319613847511, + "FN": 2396, + "FP": 2512, + "IoU": 0.7740435523226371, + "TN": 1204903, + "TP": 16813, + "n_pred": 19325, + "n_ref": 19209 + }, + "8": { + "Dice": 0.9724389755902361, + "FN": 403, + "FP": 699, + "IoU": 0.9463564231124958, + "TN": 1206081, + "TP": 19441, + "n_pred": 20140, + "n_ref": 19844 + }, + "9": { + "Dice": 0.033136094674556214, + "FN": 817, + "FP": 0, + "IoU": 0.01684717208182912, + "TN": 1225793, + "TP": 14, + "n_pred": 14, + "n_ref": 831 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9563949635520212, + "FN": 275, + "FP": 383, + "IoU": 0.9164338328676658, + "TN": 1393982, + "TP": 7216, + "n_pred": 7599, + "n_ref": 7491 + }, + "10": { + "Dice": 0.3410922515870515, + "FN": 1464, + "FP": 13171, + "IoU": 0.2056125495304782, + "TN": 1383433, + "TP": 3788, + "n_pred": 16959, + "n_ref": 5252 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 379, + "IoU": 0.0, + "TN": 1401477, + "TP": 0, + "n_pred": 379, + "n_ref": 0 + }, + "12": { + "Dice": 0.09844202399007307, + "FN": 6535, + "FP": 4, + "IoU": 0.051769141531322505, + "TN": 1394960, + "TP": 357, + "n_pred": 361, + "n_ref": 6892 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 10647, + "IoU": 0.0, + "TN": 1391209, + "TP": 0, + "n_pred": 10647, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9245794545157603, + "FN": 1324, + "FP": 3294, + "IoU": 0.8597375774510995, + "TN": 1368932, + "TP": 28306, + "n_pred": 31600, + "n_ref": 29630 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 1314, + "FP": 0, + "IoU": 0.0, + "TN": 1400542, + "TP": 0, + "n_pred": 0, + "n_ref": 1314 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 1401851, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "7": { + "Dice": 0.675222491424185, + "FN": 3282, + "FP": 10257, + "IoU": 0.5096874660486003, + "TN": 1374243, + "TP": 14074, + "n_pred": 24331, + "n_ref": 17356 + }, + "8": { + "Dice": 0.9260874784905359, + "FN": 371, + "FP": 1476, + "IoU": 0.8623490833209122, + "TN": 1388438, + "TP": 11571, + "n_pred": 13047, + "n_ref": 11942 + }, + "9": { + "Dice": 0.870596628912869, + "FN": 395, + "FP": 1056, + "IoU": 0.7708464939987366, + "TN": 1395524, + "TP": 4881, + "n_pred": 5937, + "n_ref": 5276 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9674012964054214, + "FN": 925, + "FP": 458, + "IoU": 0.9368608473338204, + "TN": 1029488, + "TP": 20521, + "n_pred": 20979, + "n_ref": 21446 + }, + "10": { + "Dice": 0.7811232709293928, + "FN": 2341, + "FP": 5539, + "IoU": 0.6408550202816644, + "TN": 1029451, + "TP": 14061, + "n_pred": 19600, + "n_ref": 16402 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6345311130587205, + "FN": 669, + "FP": 165, + "IoU": 0.46469833119383824, + "TN": 1049834, + "TP": 724, + "n_pred": 889, + "n_ref": 1393 + }, + "13": { + "Dice": 0.034482758620689655, + "FN": 560, + "FP": 0, + "IoU": 0.017543859649122806, + "TN": 1050822, + "TP": 10, + "n_pred": 10, + "n_ref": 570 + }, + "14": { + "Dice": 0.9067144473783478, + "FN": 1309, + "FP": 8583, + "IoU": 0.8293482386226408, + "TN": 993426, + "TP": 48074, + "n_pred": 56657, + "n_ref": 49383 + }, + "15": { + "Dice": 0.78886632658115, + "FN": 5367, + "FP": 11685, + "IoU": 0.6513453831683979, + "TN": 1002484, + "TP": 31856, + "n_pred": 43541, + "n_ref": 37223 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9665436176413444, + "FN": 2085, + "FP": 3081, + "IoU": 0.935253421567153, + "TN": 971604, + "TP": 74622, + "n_pred": 77703, + "n_ref": 76707 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7214295239365248, + "FN": 2628, + "FP": 1550, + "IoU": 0.5642469753858991, + "TN": 1041804, + "TP": 5410, + "n_pred": 6960, + "n_ref": 8038 + }, + "6": { + "Dice": 0.9278782034183475, + "FN": 1113, + "FP": 2402, + "IoU": 0.8654596953226671, + "TN": 1025266, + "TP": 22611, + "n_pred": 25013, + "n_ref": 23724 + }, + "7": { + "Dice": 0.943268708993143, + "FN": 1110, + "FP": 3490, + "IoU": 0.8926287288175155, + "TN": 1008550, + "TP": 38242, + "n_pred": 41732, + "n_ref": 39352 + }, + "8": { + "Dice": 0.9269483857701007, + "FN": 2045, + "FP": 797, + "IoU": 0.863843242466344, + "TN": 1030519, + "TP": 18031, + "n_pred": 18828, + "n_ref": 20076 + }, + "9": { + "Dice": 0.8455075003866178, + "FN": 3236, + "FP": 2758, + "IoU": 0.7323629219503482, + "TN": 1028996, + "TP": 16402, + "n_pred": 19160, + "n_ref": 19638 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8375618486156438, + "FN": 582, + "FP": 961, + "IoU": 0.7205216446295961, + "TN": 1045871, + "TP": 3978, + "n_pred": 4939, + "n_ref": 4560 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.07558960749903694, + "FN": 20614, + "FP": 983, + "IoU": 0.03927935943060498, + "TN": 1028912, + "TP": 883, + "n_pred": 1866, + "n_ref": 21497 + }, + "14": { + "Dice": 0.6686125641572241, + "FN": 413, + "FP": 19796, + "IoU": 0.5021923342201202, + "TN": 1010796, + "TP": 20387, + "n_pred": 40183, + "n_ref": 20800 + }, + "15": { + "Dice": 0.4822635758007817, + "FN": 16716, + "FP": 4345, + "IoU": 0.31775186264982186, + "TN": 1020522, + "TP": 9809, + "n_pred": 14154, + "n_ref": 26525 + }, + "2": { + "Dice": 0.940865725774659, + "FN": 559, + "FP": 2441, + "IoU": 0.8883346981314673, + "TN": 1024526, + "TP": 23866, + "n_pred": 26307, + "n_ref": 24425 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.3091823710488775, + "FN": 6307, + "FP": 2894, + "IoU": 0.18285968028419183, + "TN": 1040132, + "TP": 2059, + "n_pred": 4953, + "n_ref": 8366 + }, + "5": { + "Dice": 0.5833089882169636, + "FN": 1706, + "FP": 2573, + "IoU": 0.4117404454220511, + "TN": 1044118, + "TP": 2995, + "n_pred": 5568, + "n_ref": 4701 + }, + "6": { + "Dice": 0.9473025894545617, + "FN": 1095, + "FP": 2444, + "IoU": 0.8998811813964015, + "TN": 1016044, + "TP": 31809, + "n_pred": 34253, + "n_ref": 32904 + }, + "7": { + "Dice": 0.04427001569858713, + "FN": 24258, + "FP": 94, + "IoU": 0.022636057152030823, + "TN": 1026476, + "TP": 564, + "n_pred": 658, + "n_ref": 24822 + }, + "8": { + "Dice": 0.8789571694599627, + "FN": 665, + "FP": 375, + "IoU": 0.7840531561461794, + "TN": 1046576, + "TP": 3776, + "n_pred": 4151, + "n_ref": 4441 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9406328925865399, + "FN": 3678, + "FP": 318, + "IoU": 0.8879196701539842, + "TN": 1190971, + "TP": 31657, + "n_pred": 31975, + "n_ref": 35335 + }, + "10": { + "Dice": 0.7760954347327369, + "FN": 1245, + "FP": 707, + "IoU": 0.6341143392689784, + "TN": 1221289, + "TP": 3383, + "n_pred": 4090, + "n_ref": 4628 + }, + "11": { + "Dice": 0.7934044616876819, + "FN": 91, + "FP": 122, + "IoU": 0.657556270096463, + "TN": 1226002, + "TP": 409, + "n_pred": 531, + "n_ref": 500 + }, + "12": { + "Dice": 0.49093904448105435, + "FN": 306, + "FP": 3, + "IoU": 0.32532751091703055, + "TN": 1226166, + "TP": 149, + "n_pred": 152, + "n_ref": 455 + }, + "13": { + "Dice": 0.6648659724680066, + "FN": 1917, + "FP": 16074, + "IoU": 0.49797695119569163, + "TN": 1190787, + "TP": 17846, + "n_pred": 33920, + "n_ref": 19763 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 111, + "IoU": 0.0, + "TN": 1226513, + "TP": 0, + "n_pred": 111, + "n_ref": 0 + }, + "2": { + "Dice": 0.850589565498304, + "FN": 688, + "FP": 237, + "IoU": 0.7400224845418775, + "TN": 1223066, + "TP": 2633, + "n_pred": 2870, + "n_ref": 3321 + }, + "3": { + "Dice": 0.8163265306122449, + "FN": 0, + "FP": 9, + "IoU": 0.6896551724137931, + "TN": 1226595, + "TP": 20, + "n_pred": 29, + "n_ref": 20 + }, + "4": { + "Dice": 0.7366763072494467, + "FN": 17342, + "FP": 2051, + "IoU": 0.5831255374032674, + "TN": 1180104, + "TP": 27127, + "n_pred": 29178, + "n_ref": 44469 + }, + "5": { + "Dice": 0.850197474550815, + "FN": 1356, + "FP": 1337, + "IoU": 0.7394291243347847, + "TN": 1216289, + "TP": 7642, + "n_pred": 8979, + "n_ref": 8998 + }, + "6": { + "Dice": 0.9484129555405393, + "FN": 4301, + "FP": 6845, + "IoU": 0.9018872574909335, + "TN": 1113020, + "TP": 102458, + "n_pred": 109303, + "n_ref": 106759 + }, + "7": { + "Dice": 0.6974921630094044, + "FN": 622, + "FP": 922, + "IoU": 0.5354993983152828, + "TN": 1223300, + "TP": 1780, + "n_pred": 2702, + "n_ref": 2402 + }, + "8": { + "Dice": 0.9595041465399332, + "FN": 903, + "FP": 1436, + "IoU": 0.9221604712303239, + "TN": 1196575, + "TP": 27710, + "n_pred": 29146, + "n_ref": 28613 + }, + "9": { + "Dice": 0.8266559399302762, + "FN": 4197, + "FP": 2267, + "IoU": 0.7045298715546007, + "TN": 1204747, + "TP": 15413, + "n_pred": 17680, + "n_ref": 19610 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 82, + "FP": 0, + "IoU": 0.0, + "TN": 1226542, + "TP": 0, + "n_pred": 0, + "n_ref": 82 + }, + "10": { + "Dice": 0.8590365438496068, + "FN": 3325, + "FP": 1354, + "IoU": 0.7529045204900718, + "TN": 1207688, + "TP": 14257, + "n_pred": 15611, + "n_ref": 17582 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 31, + "IoU": 0.0, + "TN": 1226593, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "13": { + "Dice": 0.9031494832704627, + "FN": 2456, + "FP": 1883, + "IoU": 0.8234025234025234, + "TN": 1202054, + "TP": 20231, + "n_pred": 22114, + "n_ref": 22687 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9584433747700162, + "FN": 5396, + "FP": 725, + "IoU": 0.9202028498051026, + "TN": 1149917, + "TP": 70586, + "n_pred": 71311, + "n_ref": 75982 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 411, + "IoU": 0.0, + "TN": 1226213, + "TP": 0, + "n_pred": 411, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7812396520063819, + "FN": 6563, + "FP": 704, + "IoU": 0.6410117077508275, + "TN": 1206381, + "TP": 12976, + "n_pred": 13680, + "n_ref": 19539 + }, + "7": { + "Dice": 0.8356290743913121, + "FN": 3243, + "FP": 17962, + "IoU": 0.7176656991452081, + "TN": 1151518, + "TP": 53901, + "n_pred": 71863, + "n_ref": 57144 + }, + "8": { + "Dice": 0.964075382803298, + "FN": 171, + "FP": 73, + "IoU": 0.9306424104604889, + "TN": 1223106, + "TP": 3274, + "n_pred": 3347, + "n_ref": 3445 + }, + "9": { + "Dice": 0.9596079021475096, + "FN": 1833, + "FP": 46, + "IoU": 0.9223521633125336, + "TN": 1202425, + "TP": 22320, + "n_pred": 22366, + "n_ref": 24153 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7796443637528702, + "FN": 8836, + "FP": 11797, + "IoU": 0.6388665243112682, + "TN": 1169490, + "TP": 36501, + "n_pred": 48298, + "n_ref": 45337 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6032078103207811, + "FN": 21860, + "FP": 900, + "IoU": 0.43185222166749876, + "TN": 1186564, + "TP": 17300, + "n_pred": 18200, + "n_ref": 39160 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6188235294117647, + "FN": 49, + "FP": 275, + "IoU": 0.44804088586030666, + "TN": 1226037, + "TP": 263, + "n_pred": 538, + "n_ref": 312 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9167083291670833, + "FN": 3021, + "FP": 1144, + "IoU": 0.8462248477016799, + "TN": 1199539, + "TP": 22920, + "n_pred": 24064, + "n_ref": 25941 + }, + "7": { + "Dice": 0.7745411596087747, + "FN": 1118, + "FP": 15871, + "IoU": 0.632041757813346, + "TN": 1180453, + "TP": 29182, + "n_pred": 45053, + "n_ref": 30300 + }, + "8": { + "Dice": 0.8702084734364492, + "FN": 185, + "FP": 8, + "IoU": 0.7702380952380953, + "TN": 1225784, + "TP": 647, + "n_pred": 655, + "n_ref": 832 + }, + "9": { + "Dice": 0.8225046408681993, + "FN": 13, + "FP": 1230, + "IoU": 0.6985204947853505, + "TN": 1222501, + "TP": 2880, + "n_pred": 4110, + "n_ref": 2893 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.958949293433084, + "FN": 4439, + "FP": 1734, + "IoU": 0.9211360094028669, + "TN": 1148350, + "TP": 72101, + "n_pred": 73835, + "n_ref": 76540 + }, + "10": { + "Dice": 0.17224370083988802, + "FN": 4909, + "FP": 7509, + "IoU": 0.09423778264040845, + "TN": 1212914, + "TP": 1292, + "n_pred": 8801, + "n_ref": 6201 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.15050391937290034, + "FN": 3119, + "FP": 674, + "IoU": 0.08137563574715427, + "TN": 1222495, + "TP": 336, + "n_pred": 1010, + "n_ref": 3455 + }, + "13": { + "Dice": 0.49162074007423234, + "FN": 12478, + "FP": 5602, + "IoU": 0.32592647826411153, + "TN": 1199802, + "TP": 8742, + "n_pred": 14344, + "n_ref": 21220 + }, + "14": { + "Dice": 0.9320614239181014, + "FN": 361, + "FP": 223, + "IoU": 0.8727668845315905, + "TN": 1222034, + "TP": 4006, + "n_pred": 4229, + "n_ref": 4367 + }, + "15": { + "Dice": 0.0, + "FN": 31, + "FP": 0, + "IoU": 0.0, + "TN": 1226593, + "TP": 0, + "n_pred": 0, + "n_ref": 31 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9564007982100744, + "FN": 974, + "FP": 1189, + "IoU": 0.9164445474562521, + "TN": 1200737, + "TP": 23724, + "n_pred": 24913, + "n_ref": 24698 + }, + "4": { + "Dice": 0.809359367435856, + "FN": 1245, + "FP": 4662, + "IoU": 0.679767971375908, + "TN": 1208178, + "TP": 12539, + "n_pred": 17201, + "n_ref": 13784 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 1164, + "IoU": 0.0, + "TN": 1225460, + "TP": 0, + "n_pred": 1164, + "n_ref": 0 + }, + "6": { + "Dice": 0.9097356779877893, + "FN": 1900, + "FP": 5507, + "IoU": 0.8344175440949635, + "TN": 1181891, + "TP": 37326, + "n_pred": 42833, + "n_ref": 39226 + }, + "7": { + "Dice": 0.7238632330322988, + "FN": 26727, + "FP": 1281, + "IoU": 0.5672301369016348, + "TN": 1161906, + "TP": 36710, + "n_pred": 37991, + "n_ref": 63437 + }, + "8": { + "Dice": 0.9457959183673469, + "FN": 595, + "FP": 69, + "IoU": 0.8971658665014712, + "TN": 1220167, + "TP": 5793, + "n_pred": 5862, + "n_ref": 6388 + }, + "9": { + "Dice": 0.43444730077120824, + "FN": 213, + "FP": 667, + "IoU": 0.277504105090312, + "TN": 1225406, + "TP": 338, + "n_pred": 1005, + "n_ref": 551 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 12110, + "IoU": 0.0, + "TN": 1389746, + "TP": 0, + "n_pred": 12110, + "n_ref": 0 + }, + "15": { + "Dice": 0.6008972033979193, + "FN": 20816, + "FP": 91, + "IoU": 0.42948752933471596, + "TN": 1365210, + "TP": 15739, + "n_pred": 15830, + "n_ref": 36555 + }, + "2": { + "Dice": 0.7916666666666666, + "FN": 7, + "FP": 23, + "IoU": 0.6551724137931034, + "TN": 1401769, + "TP": 57, + "n_pred": 80, + "n_ref": 64 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6234642254878343, + "FN": 3167, + "FP": 1522, + "IoU": 0.4529226461323066, + "TN": 1393285, + "TP": 3882, + "n_pred": 5404, + "n_ref": 7049 + }, + "6": { + "Dice": 0.9836228781920454, + "FN": 1886, + "FP": 746, + "IoU": 0.9677735331570183, + "TN": 1320184, + "TP": 79040, + "n_pred": 79786, + "n_ref": 80926 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9202401072323562, + "FN": 6400, + "FP": 443, + "IoU": 0.852263649906086, + "TN": 1355537, + "TP": 39476, + "n_pred": 39919, + "n_ref": 45876 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9708952012050786, + "FN": 687, + "FP": 2559, + "IoU": 0.9434366668409222, + "TN": 1169237, + "TP": 54141, + "n_pred": 56700, + "n_ref": 54828 + }, + "10": { + "Dice": 0.42136498516320475, + "FN": 305, + "FP": 85, + "IoU": 0.2669172932330827, + "TN": 1226092, + "TP": 142, + "n_pred": 227, + "n_ref": 447 + }, + "11": { + "Dice": 0.5200845665961945, + "FN": 226, + "FP": 1, + "IoU": 0.3514285714285714, + "TN": 1226274, + "TP": 123, + "n_pred": 124, + "n_ref": 349 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 598, + "IoU": 0.0, + "TN": 1226026, + "TP": 0, + "n_pred": 598, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9661336146363878, + "FN": 1817, + "FP": 3416, + "IoU": 0.9344859532275026, + "TN": 1146748, + "TP": 74643, + "n_pred": 78059, + "n_ref": 76460 + }, + "3": { + "Dice": 0.7848101265822784, + "FN": 0, + "FP": 17, + "IoU": 0.6458333333333334, + "TN": 1226576, + "TP": 31, + "n_pred": 48, + "n_ref": 31 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.4772388677371296, + "FN": 4930, + "FP": 1386, + "IoU": 0.313403630829438, + "TN": 1217425, + "TP": 2883, + "n_pred": 4269, + "n_ref": 7813 + }, + "6": { + "Dice": 0.8674114211833752, + "FN": 11893, + "FP": 24615, + "IoU": 0.7658662972654046, + "TN": 1070696, + "TP": 119420, + "n_pred": 144035, + "n_ref": 131313 + }, + "7": { + "Dice": 0.1749648990171725, + "FN": 395, + "FP": 7244, + "IoU": 0.09586933364895255, + "TN": 1218175, + "TP": 810, + "n_pred": 8054, + "n_ref": 1205 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.832103653050207, + "FN": 128, + "FP": 805, + "IoU": 0.7124807395993836, + "TN": 1223379, + "TP": 2312, + "n_pred": 3117, + "n_ref": 2440 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.16075148945502393, + "FN": 22942, + "FP": 19, + "IoU": 0.0874006359300477, + "TN": 1026232, + "TP": 2199, + "n_pred": 2218, + "n_ref": 25141 + }, + "10": { + "Dice": 0.7300346582110464, + "FN": 4740, + "FP": 9904, + "IoU": 0.5748461270468006, + "TN": 1016948, + "TP": 19800, + "n_pred": 29704, + "n_ref": 24540 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5564876842213748, + "FN": 4528, + "FP": 16989, + "IoU": 0.3855094813799406, + "TN": 1016376, + "TP": 13499, + "n_pred": 30488, + "n_ref": 18027 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 9000, + "IoU": 0.0, + "TN": 1042392, + "TP": 0, + "n_pred": 9000, + "n_ref": 0 + }, + "15": { + "Dice": 0.02445163610212154, + "FN": 10852, + "FP": 0, + "IoU": 0.012377138696760102, + "TN": 1040404, + "TP": 136, + "n_pred": 136, + "n_ref": 10988 + }, + "2": { + "Dice": 0.9159583219084179, + "FN": 1119, + "FP": 107, + "IoU": 0.8449475148602504, + "TN": 1043485, + "TP": 6681, + "n_pred": 6788, + "n_ref": 7800 + }, + "3": { + "Dice": 0.9549239286804133, + "FN": 1051, + "FP": 1017, + "IoU": 0.9137362866558212, + "TN": 1027419, + "TP": 21905, + "n_pred": 22922, + "n_ref": 22956 + }, + "4": { + "Dice": 0.9401048562198803, + "FN": 829, + "FP": 1433, + "IoU": 0.8869791146197662, + "TN": 1031378, + "TP": 17752, + "n_pred": 19185, + "n_ref": 18581 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7434088013329413, + "FN": 12614, + "FP": 24038, + "IoU": 0.5916075189142812, + "TN": 961645, + "TP": 53095, + "n_pred": 77133, + "n_ref": 65709 + }, + "7": { + "Dice": 0.8293845066366469, + "FN": 19284, + "FP": 267, + "IoU": 0.7085029297311803, + "TN": 984321, + "TP": 47520, + "n_pred": 47787, + "n_ref": 66804 + }, + "8": { + "Dice": 0.9502645502645503, + "FN": 82, + "FP": 952, + "IoU": 0.905241935483871, + "TN": 1040480, + "TP": 9878, + "n_pred": 10830, + "n_ref": 9960 + }, + "9": { + "Dice": 0.8468884457970406, + "FN": 214, + "FP": 1245, + "IoU": 0.7344375682562796, + "TN": 1045898, + "TP": 4035, + "n_pred": 5280, + "n_ref": 4249 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8829337094499294, + "FN": 80, + "FP": 3, + "IoU": 0.7904040404040404, + "TN": 1050996, + "TP": 313, + "n_pred": 316, + "n_ref": 393 + }, + "10": { + "Dice": 0.7152718427453816, + "FN": 1529, + "FP": 2802, + "IoU": 0.5567495650394023, + "TN": 1041621, + "TP": 5440, + "n_pred": 8242, + "n_ref": 6969 + }, + "11": { + "Dice": 0.7096774193548387, + "FN": 42, + "FP": 12, + "IoU": 0.55, + "TN": 1051272, + "TP": 66, + "n_pred": 78, + "n_ref": 108 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6246113236248126, + "FN": 27984, + "FP": 5578, + "IoU": 0.4541344089519225, + "TN": 989908, + "TP": 27922, + "n_pred": 33500, + "n_ref": 55906 + }, + "14": { + "Dice": 0.8219087745008243, + "FN": 876, + "FP": 3985, + "IoU": 0.6976614006717253, + "TN": 1035314, + "TP": 11217, + "n_pred": 15202, + "n_ref": 12093 + }, + "15": { + "Dice": 0.333729216152019, + "FN": 6, + "FP": 1116, + "IoU": 0.20028510334996436, + "TN": 1049989, + "TP": 281, + "n_pred": 1397, + "n_ref": 287 + }, + "2": { + "Dice": 0.9160710798672135, + "FN": 1648, + "FP": 501, + "IoU": 0.8451394393600923, + "TN": 1037515, + "TP": 11728, + "n_pred": 12229, + "n_ref": 13376 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 809, + "IoU": 0.0, + "TN": 1050583, + "TP": 0, + "n_pred": 809, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9503191784623924, + "FN": 757, + "FP": 1212, + "IoU": 0.9053410893707033, + "TN": 1030591, + "TP": 18832, + "n_pred": 20044, + "n_ref": 19589 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 621, + "IoU": 0.0, + "TN": 1050771, + "TP": 0, + "n_pred": 621, + "n_ref": 0 + }, + "8": { + "Dice": 0.1467351430667645, + "FN": 1155, + "FP": 8, + "IoU": 0.0791765637371338, + "TN": 1050129, + "TP": 100, + "n_pred": 108, + "n_ref": 1255 + }, + "9": { + "Dice": 0.8587070962307854, + "FN": 555, + "FP": 2800, + "IoU": 0.7523985239852399, + "TN": 1037842, + "TP": 10195, + "n_pred": 12995, + "n_ref": 10750 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 1051375, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 5836, + "IoU": 0.0, + "TN": 1045556, + "TP": 0, + "n_pred": 5836, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.38645635028555886, + "FN": 3715, + "FP": 797, + "IoU": 0.23950783751896174, + "TN": 1045459, + "TP": 1421, + "n_pred": 2218, + "n_ref": 5136 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9162074862245867, + "FN": 17, + "FP": 424, + "IoU": 0.8453716690042076, + "TN": 1048540, + "TP": 2411, + "n_pred": 2835, + "n_ref": 2428 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 1.0, + "FN": 0, + "FP": 0, + "IoU": 1.0, + "TN": 876158, + "TP": 2, + "n_pred": 2, + "n_ref": 2 + }, + "10": { + "Dice": 0.9048998888864681, + "FN": 2469, + "FP": 1896, + "IoU": 0.8263170459971352, + "TN": 851028, + "TP": 20767, + "n_pred": 22663, + "n_ref": 23236 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5942643814695401, + "FN": 1934, + "FP": 457, + "IoU": 0.42274263640753257, + "TN": 872018, + "TP": 1751, + "n_pred": 2208, + "n_ref": 3685 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 689, + "IoU": 0.0, + "TN": 875471, + "TP": 0, + "n_pred": 689, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9591959262635921, + "FN": 1160, + "FP": 675, + "IoU": 0.9215912489851729, + "TN": 852757, + "TP": 21568, + "n_pred": 22243, + "n_ref": 22728 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.909769757311761, + "FN": 120, + "FP": 25, + "IoU": 0.8344748858447488, + "TN": 875284, + "TP": 731, + "n_pred": 756, + "n_ref": 851 + }, + "7": { + "Dice": 0.7092712705074399, + "FN": 3038, + "FP": 10, + "IoU": 0.5495122672184451, + "TN": 869394, + "TP": 3718, + "n_pred": 3728, + "n_ref": 6756 + }, + "8": { + "Dice": 0.9689880148305694, + "FN": 447, + "FP": 632, + "IoU": 0.9398416592328278, + "TN": 858224, + "TP": 16857, + "n_pred": 17489, + "n_ref": 17304 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9498069498069498, + "FN": 11, + "FP": 28, + "IoU": 0.9044117647058824, + "TN": 1401448, + "TP": 369, + "n_pred": 397, + "n_ref": 380 + }, + "10": { + "Dice": 0.7467065308791927, + "FN": 1221, + "FP": 1490, + "IoU": 0.5957954376025049, + "TN": 1395149, + "TP": 3996, + "n_pred": 5486, + "n_ref": 5217 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6549976969138646, + "FN": 715, + "FP": 34, + "IoU": 0.48698630136986304, + "TN": 1400396, + "TP": 711, + "n_pred": 745, + "n_ref": 1426 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9040590405904059, + "FN": 5362, + "FP": 202, + "IoU": 0.8249158249158249, + "TN": 1370077, + "TP": 26215, + "n_pred": 26417, + "n_ref": 31577 + }, + "15": { + "Dice": 0.6803534303534303, + "FN": 8052, + "FP": 558, + "IoU": 0.5155573060259945, + "TN": 1384083, + "TP": 9163, + "n_pred": 9721, + "n_ref": 17215 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9619545467251838, + "FN": 3588, + "FP": 1856, + "IoU": 0.926697904885011, + "TN": 1327588, + "TP": 68824, + "n_pred": 70680, + "n_ref": 72412 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7216494845360825, + "FN": 27, + "FP": 0, + "IoU": 0.5645161290322581, + "TN": 1401794, + "TP": 35, + "n_pred": 35, + "n_ref": 62 + }, + "7": { + "Dice": 0.7594486438417074, + "FN": 350, + "FP": 191, + "IoU": 0.6121863799283154, + "TN": 1400461, + "TP": 854, + "n_pred": 1045, + "n_ref": 1204 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9022905831581277, + "FN": 2508, + "FP": 3673, + "IoU": 0.821975806451613, + "TN": 1016672, + "TP": 28539, + "n_pred": 32212, + "n_ref": 31047 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 1051390, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "13": { + "Dice": 0.8638876533011375, + "FN": 2076, + "FP": 2208, + "IoU": 0.7603892835169752, + "TN": 1033513, + "TP": 13595, + "n_pred": 15803, + "n_ref": 15671 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9753465178330518, + "FN": 1361, + "FP": 1106, + "IoU": 0.9518793765970313, + "TN": 1000125, + "TP": 48800, + "n_pred": 49906, + "n_ref": 50161 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 58, + "IoU": 0.0, + "TN": 1051334, + "TP": 0, + "n_pred": 58, + "n_ref": 0 + }, + "8": { + "Dice": 0.9317710680486706, + "FN": 1265, + "FP": 249, + "IoU": 0.8722578467769153, + "TN": 1039540, + "TP": 10338, + "n_pred": 10587, + "n_ref": 11603 + }, + "9": { + "Dice": 0.9608019772249555, + "FN": 1084, + "FP": 613, + "IoU": 0.9245610135585686, + "TN": 1028897, + "TP": 20798, + "n_pred": 21411, + "n_ref": 21882 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8334342822531798, + "FN": 272, + "FP": 3, + "IoU": 0.7144340602284528, + "TN": 1225661, + "TP": 688, + "n_pred": 691, + "n_ref": 960 + }, + "10": { + "Dice": 0.7928757195873879, + "FN": 4884, + "FP": 9292, + "IoU": 0.6568302307003316, + "TN": 1185315, + "TP": 27133, + "n_pred": 36425, + "n_ref": 32017 + }, + "11": { + "Dice": 0.8428277282086479, + "FN": 145, + "FP": 84, + "IoU": 0.7283511269276394, + "TN": 1225781, + "TP": 614, + "n_pred": 698, + "n_ref": 759 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8691188052387481, + "FN": 2264, + "FP": 2223, + "IoU": 0.7685323703894764, + "TN": 1207239, + "TP": 14898, + "n_pred": 17121, + "n_ref": 17162 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9553154518867047, + "FN": 3898, + "FP": 2351, + "IoU": 0.9144535100208082, + "TN": 1153576, + "TP": 66799, + "n_pred": 69150, + "n_ref": 70697 + }, + "3": { + "Dice": 0.9452187789445492, + "FN": 1506, + "FP": 3403, + "IoU": 0.8961278036394413, + "TN": 1179364, + "TP": 42351, + "n_pred": 45754, + "n_ref": 43857 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8628055185937391, + "FN": 222, + "FP": 1737, + "IoU": 0.7587141273555856, + "TN": 1218505, + "TP": 6160, + "n_pred": 7897, + "n_ref": 6382 + }, + "7": { + "Dice": 0.9214155816985049, + "FN": 18410, + "FP": 1122, + "IoU": 0.8542823037899134, + "TN": 1092584, + "TP": 114508, + "n_pred": 115630, + "n_ref": 132918 + }, + "8": { + "Dice": 0.9218174375767499, + "FN": 419, + "FP": 345, + "IoU": 0.8549734244495064, + "TN": 1221356, + "TP": 4504, + "n_pred": 4849, + "n_ref": 4923 + }, + "9": { + "Dice": 0.9475520582012545, + "FN": 568, + "FP": 845, + "IoU": 0.9003315228891867, + "TN": 1212447, + "TP": 12764, + "n_pred": 13609, + "n_ref": 13332 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0402.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.799870939987094, + "FN": 8757, + "FP": 547, + "IoU": 0.6664874359250098, + "TN": 1023495, + "TP": 18593, + "n_pred": 19140, + "n_ref": 27350 + }, + "11": { + "Dice": 0.0, + "FN": 4, + "FP": 0, + "IoU": 0.0, + "TN": 1051388, + "TP": 0, + "n_pred": 0, + "n_ref": 4 + }, + "12": { + "Dice": 0.7353345554537122, + "FN": 232, + "FP": 2078, + "IoU": 0.5814459141148759, + "TN": 1045873, + "TP": 3209, + "n_pred": 5287, + "n_ref": 3441 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9277742045325564, + "FN": 2583, + "FP": 3144, + "IoU": 0.8652787579393084, + "TN": 1008882, + "TP": 36783, + "n_pred": 39927, + "n_ref": 39366 + }, + "15": { + "Dice": 0.9080923184591276, + "FN": 582, + "FP": 5459, + "IoU": 0.8316566810645116, + "TN": 1015507, + "TP": 29844, + "n_pred": 35303, + "n_ref": 30426 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.631578947368421, + "FN": 0, + "FP": 28, + "IoU": 0.46153846153846156, + "TN": 1051340, + "TP": 24, + "n_pred": 52, + "n_ref": 24 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8100277406760505, + "FN": 262, + "FP": 1587, + "IoU": 0.6807114487998619, + "TN": 1045601, + "TP": 3942, + "n_pred": 5529, + "n_ref": 4204 + }, + "6": { + "Dice": 0.801681773506607, + "FN": 1703, + "FP": 9193, + "IoU": 0.6690057413651691, + "TN": 1018473, + "TP": 22023, + "n_pred": 31216, + "n_ref": 23726 + }, + "7": { + "Dice": 0.9701208933439815, + "FN": 3535, + "FP": 805, + "IoU": 0.9419755067115888, + "TN": 976596, + "TP": 70456, + "n_pred": 71261, + "n_ref": 73991 + }, + "8": { + "Dice": 0.9710286198245418, + "FN": 861, + "FP": 952, + "IoU": 0.9436886569760219, + "TN": 1019196, + "TP": 30383, + "n_pred": 31335, + "n_ref": 31244 + }, + "9": { + "Dice": 0.6987346111000029, + "FN": 9393, + "FP": 1154, + "IoU": 0.5369654930195803, + "TN": 1028614, + "TP": 12231, + "n_pred": 13385, + "n_ref": 21624 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.5996539903511996, + "FN": 2162.315555555556, + "FP": 1894.7933333333337, + "IoU": 0.5204533922535508, + "TN": 1106089.1466666667, + "TP": 11338.544444444446, + "n_pred": 13233.337777777777, + "n_ref": 13500.859999999999 + }, + "mean": { + "1": { + "Dice": 0.6306105942425841, + "FN": 2147.1666666666665, + "FP": 646.2, + "IoU": 0.5737554720522189, + "TN": 1101053.2333333334, + "TP": 17638.2, + "n_pred": 18284.4, + "n_ref": 19785.366666666665 + }, + "10": { + "Dice": 0.5143050177090809, + "FN": 2798.5, + "FP": 952.8, + "IoU": 0.4265730589902534, + "TN": 1111070.3, + "TP": 6663.2, + "n_pred": 7616.0, + "n_ref": 9461.7 + }, + "11": { + "Dice": 0.4223826692781856, + "FN": 236.03333333333333, + "FP": 281.6666666666667, + "IoU": 0.3054158259686916, + "TN": 1120614.9, + "TP": 352.2, + "n_pred": 633.8666666666667, + "n_ref": 588.2333333333333 + }, + "12": { + "Dice": 0.3254869955685075, + "FN": 208.63333333333333, + "FP": 187.43333333333334, + "IoU": 0.2567924326616106, + "TN": 1120610.9333333333, + "TP": 477.8, + "n_pred": 665.2333333333333, + "n_ref": 686.4333333333333 + }, + "13": { + "Dice": 0.6237545609892007, + "FN": 2229.633333333333, + "FP": 1766.6666666666667, + "IoU": 0.5148632808687886, + "TN": 1112293.0333333334, + "TP": 5195.466666666666, + "n_pred": 6962.133333333333, + "n_ref": 7425.1 + }, + "14": { + "Dice": 0.6669612498413497, + "FN": 3481.1666666666665, + "FP": 3055.7, + "IoU": 0.5772239795737553, + "TN": 1106021.2, + "TP": 8926.733333333334, + "n_pred": 11982.433333333332, + "n_ref": 12407.9 + }, + "15": { + "Dice": 0.46094909265117506, + "FN": 3475.6666666666665, + "FP": 2177.5333333333333, + "IoU": 0.3625994591198682, + "TN": 1112189.8, + "TP": 3641.8, + "n_pred": 5819.333333333333, + "n_ref": 7117.466666666666 + }, + "2": { + "Dice": 0.7164988405733576, + "FN": 1917.4333333333334, + "FP": 990.3333333333334, + "IoU": 0.6618195953475501, + "TN": 1102868.2666666666, + "TP": 15708.766666666666, + "n_pred": 16699.1, + "n_ref": 17626.2 + }, + "3": { + "Dice": 0.6319374349412348, + "FN": 1385.7333333333333, + "FP": 1400.4, + "IoU": 0.6020391557319859, + "TN": 1102684.8333333333, + "TP": 16013.833333333334, + "n_pred": 17414.233333333334, + "n_ref": 17399.566666666666 + }, + "4": { + "Dice": 0.4501490318095768, + "FN": 688.1666666666666, + "FP": 231.9, + "IoU": 0.39083147841544386, + "TN": 1118961.8333333333, + "TP": 1602.9, + "n_pred": 1834.8, + "n_ref": 2291.0666666666666 + }, + "5": { + "Dice": 0.4767825580615964, + "FN": 228.63333333333333, + "FP": 826.5666666666667, + "IoU": 0.3767871451700174, + "TN": 1119478.6333333333, + "TP": 950.9666666666667, + "n_pred": 1777.5333333333333, + "n_ref": 1179.6 + }, + "6": { + "Dice": 0.7803193156054049, + "FN": 2528.0, + "FP": 7829.633333333333, + "IoU": 0.7253802625306652, + "TN": 1055577.7666666666, + "TP": 55549.4, + "n_pred": 63379.03333333333, + "n_ref": 58077.4 + }, + "7": { + "Dice": 0.6040411987593162, + "FN": 7903.0, + "FP": 5577.6, + "IoU": 0.5080211240233483, + "TN": 1090931.2666666666, + "TP": 17072.933333333334, + "n_pred": 22650.533333333333, + "n_ref": 24975.933333333334 + }, + "8": { + "Dice": 0.8758301709275487, + "FN": 1560.0666666666666, + "FP": 1565.7666666666667, + "IoU": 0.7944751694018212, + "TN": 1106600.3333333333, + "TP": 11758.633333333333, + "n_pred": 13324.4, + "n_ref": 13318.7 + }, + "9": { + "Dice": 0.8148011243098746, + "FN": 1646.9, + "FP": 931.7, + "IoU": 0.730223443947244, + "TN": 1110380.8666666667, + "TP": 8525.333333333334, + "n_pred": 9457.033333333333, + "n_ref": 10172.233333333334 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9175075184800022, + "FN": 2299, + "FP": 636, + "IoU": 0.8475878901178792, + "TN": 1207367, + "TP": 16322, + "n_pred": 16958, + "n_ref": 18621 + }, + "10": { + "Dice": 0.8490273782462634, + "FN": 6007, + "FP": 1498, + "IoU": 0.7376607941834452, + "TN": 1198016, + "TP": 21103, + "n_pred": 22601, + "n_ref": 27110 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.36481381543443064, + "FN": 1104, + "FP": 73, + "IoU": 0.22310231023102312, + "TN": 1225109, + "TP": 338, + "n_pred": 411, + "n_ref": 1442 + }, + "6": { + "Dice": 0.9315455574979934, + "FN": 5723, + "FP": 6729, + "IoU": 0.8718626835568087, + "TN": 1129447, + "TP": 84725, + "n_pred": 91454, + "n_ref": 90448 + }, + "7": { + "Dice": 0.8612938623229047, + "FN": 23472, + "FP": 4969, + "IoU": 0.7563793974799345, + "TN": 1109881, + "TP": 88302, + "n_pred": 93271, + "n_ref": 111774 + }, + "8": { + "Dice": 0.9523929280989865, + "FN": 1555, + "FP": 2231, + "IoU": 0.909112732859612, + "TN": 1184968, + "TP": 37870, + "n_pred": 40101, + "n_ref": 39425 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8340513527485783, + "FN": 226, + "FP": 737, + "IoU": 0.7153414129470884, + "TN": 1223241, + "TP": 2420, + "n_pred": 3157, + "n_ref": 2646 + }, + "10": { + "Dice": 0.0, + "FN": 337, + "FP": 0, + "IoU": 0.0, + "TN": 1226287, + "TP": 0, + "n_pred": 0, + "n_ref": 337 + }, + "11": { + "Dice": 0.7740207566119852, + "FN": 245, + "FP": 1105, + "IoU": 0.6313489896231568, + "TN": 1222962, + "TP": 2312, + "n_pred": 3417, + "n_ref": 2557 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6905897114178168, + "FN": 2467, + "FP": 3698, + "IoU": 0.5274051360674588, + "TN": 1213579, + "TP": 6880, + "n_pred": 10578, + "n_ref": 9347 + }, + "14": { + "Dice": 0.9175362199764467, + "FN": 4111, + "FP": 4922, + "IoU": 0.8476368788584151, + "TN": 1167338, + "TP": 50253, + "n_pred": 55175, + "n_ref": 54364 + }, + "15": { + "Dice": 0.7027186412690924, + "FN": 10082, + "FP": 0, + "IoU": 0.5416856077825257, + "TN": 1204626, + "TP": 11916, + "n_pred": 11916, + "n_ref": 21998 + }, + "2": { + "Dice": 0.936368215287938, + "FN": 766, + "FP": 1887, + "IoU": 0.8803499751950571, + "TN": 1204451, + "TP": 19520, + "n_pred": 21407, + "n_ref": 20286 + }, + "3": { + "Dice": 0.959226423478132, + "FN": 1473, + "FP": 4308, + "IoU": 0.9216475563145483, + "TN": 1152842, + "TP": 68001, + "n_pred": 72309, + "n_ref": 69474 + }, + "4": { + "Dice": 0.8248838618460917, + "FN": 582, + "FP": 285, + "IoU": 0.7019594362323822, + "TN": 1223715, + "TP": 2042, + "n_pred": 2327, + "n_ref": 2624 + }, + "5": { + "Dice": 0.8159362549800797, + "FN": 1283, + "FP": 1258, + "IoU": 0.6890982503364738, + "TN": 1218451, + "TP": 5632, + "n_pred": 6890, + "n_ref": 6915 + }, + "6": { + "Dice": 0.9526189740132522, + "FN": 8088, + "FP": 4633, + "IoU": 0.9095247578270579, + "TN": 1086022, + "TP": 127881, + "n_pred": 132514, + "n_ref": 135969 + }, + "7": { + "Dice": 0.8904489105935387, + "FN": 818, + "FP": 3848, + "IoU": 0.8025307884379365, + "TN": 1202995, + "TP": 18963, + "n_pred": 22811, + "n_ref": 19781 + }, + "8": { + "Dice": 0.887962868855236, + "FN": 1330, + "FP": 5284, + "IoU": 0.7985010967584694, + "TN": 1193800, + "TP": 26210, + "n_pred": 31494, + "n_ref": 27540 + }, + "9": { + "Dice": 0.8711514183392163, + "FN": 2448, + "FP": 2553, + "IoU": 0.7717168028484046, + "TN": 1204717, + "TP": 16906, + "n_pred": 19459, + "n_ref": 19354 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8935361216730038, + "FN": 760, + "FP": 416, + "IoU": 0.8075601374570447, + "TN": 1220513, + "TP": 4935, + "n_pred": 5351, + "n_ref": 5695 + }, + "15": { + "Dice": 0.0, + "FN": 102, + "FP": 0, + "IoU": 0.0, + "TN": 1226522, + "TP": 0, + "n_pred": 0, + "n_ref": 102 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 2018, + "IoU": 0.0, + "TN": 1224606, + "TP": 0, + "n_pred": 2018, + "n_ref": 0 + }, + "6": { + "Dice": 0.9222034678533068, + "FN": 266, + "FP": 241, + "IoU": 0.8556378132118451, + "TN": 1223112, + "TP": 3005, + "n_pred": 3246, + "n_ref": 3271 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9374815579817055, + "FN": 4443, + "FP": 2337, + "IoU": 0.8823202693789703, + "TN": 1169010, + "TP": 50834, + "n_pred": 53171, + "n_ref": 55277 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 83, + "IoU": 0.0, + "TN": 1226541, + "TP": 0, + "n_pred": 83, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7158908507223114, + "FN": 35393, + "FP": 1246, + "IoU": 0.5575, + "TN": 1143824, + "TP": 46161, + "n_pred": 47407, + "n_ref": 81554 + }, + "15": { + "Dice": 0.491545499101454, + "FN": 2217, + "FP": 22681, + "IoU": 0.32586034169983485, + "TN": 1189691, + "TP": 12035, + "n_pred": 34716, + "n_ref": 14252 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 90, + "IoU": 0.0, + "TN": 1226534, + "TP": 0, + "n_pred": 90, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.13400214976710856, + "FN": 43, + "FP": 2374, + "IoU": 0.0718125960061444, + "TN": 1224020, + "TP": 187, + "n_pred": 2561, + "n_ref": 230 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6569121222646752, + "FN": 7077, + "FP": 825, + "IoU": 0.4891058382362449, + "TN": 1035925, + "TP": 7565, + "n_pred": 8390, + "n_ref": 14642 + }, + "10": { + "Dice": 0.31570730103948397, + "FN": 14824, + "FP": 1831, + "IoU": 0.18744206469239402, + "TN": 1030895, + "TP": 3842, + "n_pred": 5673, + "n_ref": 18666 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.14285714285714285, + "FN": 24, + "FP": 0, + "IoU": 0.07692307692307693, + "TN": 1051366, + "TP": 2, + "n_pred": 2, + "n_ref": 26 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9424443934877321, + "FN": 465, + "FP": 288, + "IoU": 0.891153512575889, + "TN": 1044474, + "TP": 6165, + "n_pred": 6453, + "n_ref": 6630 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.2216668749219043, + "FN": 88, + "FP": 6141, + "IoU": 0.1246486790331647, + "TN": 1044276, + "TP": 887, + "n_pred": 7028, + "n_ref": 975 + }, + "6": { + "Dice": 0.5236589620584388, + "FN": 736, + "FP": 8002, + "IoU": 0.35470053910346355, + "TN": 1037851, + "TP": 4803, + "n_pred": 12805, + "n_ref": 5539 + }, + "7": { + "Dice": 0.419307213749904, + "FN": 32232, + "FP": 35813, + "IoU": 0.2652679998272362, + "TN": 958780, + "TP": 24567, + "n_pred": 60380, + "n_ref": 56799 + }, + "8": { + "Dice": 0.9599744517777304, + "FN": 1078, + "FP": 802, + "IoU": 0.9230296827021495, + "TN": 1026967, + "TP": 22545, + "n_pred": 23347, + "n_ref": 23623 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.42552911503454327, + "FN": 25720, + "FP": 473, + "IoU": 0.27026801136680223, + "TN": 1190730, + "TP": 9701, + "n_pred": 10174, + "n_ref": 35421 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6384305315621215, + "FN": 12954, + "FP": 5255, + "IoU": 0.46889310193962375, + "TN": 1192339, + "TP": 16076, + "n_pred": 21331, + "n_ref": 29030 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9622038653366584, + "FN": 410, + "FP": 2500, + "IoU": 0.9271607719456334, + "TN": 1186673, + "TP": 37041, + "n_pred": 39541, + "n_ref": 37451 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 1226605, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9058358992073087, + "FN": 2585, + "FP": 13226, + "IoU": 0.8278793816677553, + "TN": 1134764, + "TP": 76049, + "n_pred": 89275, + "n_ref": 78634 + }, + "7": { + "Dice": 0.7863848229023509, + "FN": 6506, + "FP": 22871, + "IoU": 0.6479688436189335, + "TN": 1143174, + "TP": 54073, + "n_pred": 76944, + "n_ref": 60579 + }, + "8": { + "Dice": 0.6363636363636364, + "FN": 43, + "FP": 93, + "IoU": 0.4666666666666667, + "TN": 1226369, + "TP": 119, + "n_pred": 212, + "n_ref": 162 + }, + "9": { + "Dice": 0.7776943297033421, + "FN": 872, + "FP": 1496, + "IoU": 0.6362519201228879, + "TN": 1220114, + "TP": 4142, + "n_pred": 5638, + "n_ref": 5014 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.013605442176870748, + "FN": 290, + "FP": 0, + "IoU": 0.00684931506849315, + "TN": 1051100, + "TP": 2, + "n_pred": 2, + "n_ref": 292 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.3665338645418327, + "FN": 1815, + "FP": 888, + "IoU": 0.22439024390243903, + "TN": 1047907, + "TP": 782, + "n_pred": 1670, + "n_ref": 2597 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 155, + "IoU": 0.0, + "TN": 1051237, + "TP": 0, + "n_pred": 155, + "n_ref": 0 + }, + "14": { + "Dice": 0.8349145518842205, + "FN": 1564, + "FP": 9033, + "IoU": 0.7166122907418302, + "TN": 1013998, + "TP": 26797, + "n_pred": 35830, + "n_ref": 28361 + }, + "15": { + "Dice": 0.07611526505922876, + "FN": 2353, + "FP": 8644, + "IoU": 0.03956331877729258, + "TN": 1039942, + "TP": 453, + "n_pred": 9097, + "n_ref": 2806 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9650559862187769, + "FN": 2362, + "FP": 5752, + "IoU": 0.9324716828815632, + "TN": 931235, + "TP": 112043, + "n_pred": 117795, + "n_ref": 114405 + }, + "7": { + "Dice": 0.0, + "FN": 61, + "FP": 0, + "IoU": 0.0, + "TN": 1051331, + "TP": 0, + "n_pred": 0, + "n_ref": 61 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7952622673434856, + "FN": 1548, + "FP": 751, + "IoU": 0.6601123595505618, + "TN": 1044628, + "TP": 4465, + "n_pred": 5216, + "n_ref": 6013 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.794419428655791, + "FN": 4672, + "FP": 898, + "IoU": 0.6589517511633602, + "TN": 1035060, + "TP": 10762, + "n_pred": 11660, + "n_ref": 15434 + }, + "10": { + "Dice": 0.8050193829752867, + "FN": 9719, + "FP": 9595, + "IoU": 0.673667314353299, + "TN": 992207, + "TP": 39871, + "n_pred": 49466, + "n_ref": 49590 + }, + "11": { + "Dice": 0.5901875901875901, + "FN": 19, + "FP": 549, + "IoU": 0.4186284544524053, + "TN": 1050415, + "TP": 409, + "n_pred": 958, + "n_ref": 428 + }, + "12": { + "Dice": 0.2504520795660036, + "FN": 1541, + "FP": 117, + "IoU": 0.14315245478036176, + "TN": 1049457, + "TP": 277, + "n_pred": 394, + "n_ref": 1818 + }, + "13": { + "Dice": 0.8245635207981334, + "FN": 6165, + "FP": 2557, + "IoU": 0.7014956021766658, + "TN": 1022173, + "TP": 20497, + "n_pred": 23054, + "n_ref": 26662 + }, + "14": { + "Dice": 0.7375714837034698, + "FN": 2309, + "FP": 12651, + "IoU": 0.5842481171664398, + "TN": 1015409, + "TP": 21023, + "n_pred": 33674, + "n_ref": 23332 + }, + "15": { + "Dice": 0.7701807901197828, + "FN": 928, + "FP": 5250, + "IoU": 0.6262552934059286, + "TN": 1034862, + "TP": 10352, + "n_pred": 15602, + "n_ref": 11280 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 1051387, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "3": { + "Dice": 0.9512622849000767, + "FN": 1160, + "FP": 1508, + "IoU": 0.9070545201184462, + "TN": 1022687, + "TP": 26037, + "n_pred": 27545, + "n_ref": 27197 + }, + "4": { + "Dice": 0.0, + "FN": 130, + "FP": 4, + "IoU": 0.0, + "TN": 1051258, + "TP": 0, + "n_pred": 4, + "n_ref": 130 + }, + "5": { + "Dice": 0.6599113362887904, + "FN": 502, + "FP": 35, + "IoU": 0.4924385633270321, + "TN": 1050334, + "TP": 521, + "n_pred": 556, + "n_ref": 1023 + }, + "6": { + "Dice": 0.3351254211905653, + "FN": 1975, + "FP": 86819, + "IoU": 0.20129169215270032, + "TN": 940220, + "TP": 22378, + "n_pred": 109197, + "n_ref": 24353 + }, + "7": { + "Dice": 0.3808204677769895, + "FN": 106853, + "FP": 3117, + "IoU": 0.23519347928895318, + "TN": 907604, + "TP": 33818, + "n_pred": 36935, + "n_ref": 140671 + }, + "8": { + "Dice": 0.8711111111111111, + "FN": 194, + "FP": 154, + "IoU": 0.7716535433070866, + "TN": 1049868, + "TP": 1176, + "n_pred": 1330, + "n_ref": 1370 + }, + "9": { + "Dice": 0.9224949973156328, + "FN": 1670, + "FP": 1506, + "IoU": 0.8561398740770938, + "TN": 1029315, + "TP": 18901, + "n_pred": 20407, + "n_ref": 20571 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.6236321160703308, + "FN": 1970, + "FP": 1091, + "IoU": 0.4530998749329998, + "TN": 1045795, + "TP": 2536, + "n_pred": 3627, + "n_ref": 4506 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.928414463607911, + "FN": 1850, + "FP": 300, + "IoU": 0.8663932388764604, + "TN": 1035300, + "TP": 13942, + "n_pred": 14242, + "n_ref": 15792 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9541293848173154, + "FN": 2380, + "FP": 2967, + "IoU": 0.9122824285972079, + "TN": 990435, + "TP": 55610, + "n_pred": 58577, + "n_ref": 57990 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.740343347639485, + "FN": 250, + "FP": 234, + "IoU": 0.5877342419080068, + "TN": 1050218, + "TP": 690, + "n_pred": 924, + "n_ref": 940 + }, + "9": { + "Dice": 0.882746146586977, + "FN": 1494, + "FP": 1488, + "IoU": 0.7901034701203632, + "TN": 1037185, + "TP": 11225, + "n_pred": 12713, + "n_ref": 12719 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 9, + "FP": 0, + "IoU": 0.0, + "TN": 1226615, + "TP": 0, + "n_pred": 0, + "n_ref": 9 + }, + "10": { + "Dice": 0.6805700382342718, + "FN": 2115, + "FP": 3399, + "IoU": 0.5158061116965227, + "TN": 1215236, + "TP": 5874, + "n_pred": 9273, + "n_ref": 7989 + }, + "11": { + "Dice": 0.7047787610619469, + "FN": 827, + "FP": 841, + "IoU": 0.54413774255261, + "TN": 1222965, + "TP": 1991, + "n_pred": 2832, + "n_ref": 2818 + }, + "12": { + "Dice": 0.7231325814002979, + "FN": 934, + "FP": 367, + "IoU": 0.5663333333333334, + "TN": 1223624, + "TP": 1699, + "n_pred": 2066, + "n_ref": 2633 + }, + "13": { + "Dice": 0.8666637281262397, + "FN": 293, + "FP": 2732, + "IoU": 0.7647013067828251, + "TN": 1213768, + "TP": 9831, + "n_pred": 12563, + "n_ref": 10124 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9277740753082306, + "FN": 1979, + "FP": 1489, + "IoU": 0.8652785331365084, + "TN": 1200882, + "TP": 22274, + "n_pred": 23763, + "n_ref": 24253 + }, + "3": { + "Dice": 0.9432040736388563, + "FN": 642, + "FP": 373, + "IoU": 0.8925129725722758, + "TN": 1217181, + "TP": 8428, + "n_pred": 8801, + "n_ref": 9070 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 168, + "IoU": 0.0, + "TN": 1226456, + "TP": 0, + "n_pred": 168, + "n_ref": 0 + }, + "5": { + "Dice": 0.6436181778647532, + "FN": 234, + "FP": 3044, + "IoU": 0.47451106123757614, + "TN": 1220386, + "TP": 2960, + "n_pred": 6004, + "n_ref": 3194 + }, + "6": { + "Dice": 0.8833317068410267, + "FN": 3895, + "FP": 10451, + "IoU": 0.7910421673585318, + "TN": 1157969, + "TP": 54309, + "n_pred": 64760, + "n_ref": 58204 + }, + "7": { + "Dice": 0.9149954671178376, + "FN": 5782, + "FP": 8939, + "IoU": 0.8433102714209686, + "TN": 1132674, + "TP": 79229, + "n_pred": 88168, + "n_ref": 85011 + }, + "8": { + "Dice": 0.9408785172759715, + "FN": 1711, + "FP": 1884, + "IoU": 0.8883575044253285, + "TN": 1194423, + "TP": 28606, + "n_pred": 30490, + "n_ref": 30317 + }, + "9": { + "Dice": 0.9271560988715745, + "FN": 2172, + "FP": 2166, + "IoU": 0.8642041007982469, + "TN": 1194679, + "TP": 27607, + "n_pred": 29773, + "n_ref": 29779 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9117250948863405, + "FN": 3630, + "FP": 696, + "IoU": 0.8377709442736069, + "TN": 1024726, + "TP": 22340, + "n_pred": 23036, + "n_ref": 25970 + }, + "11": { + "Dice": 0.6056253740275285, + "FN": 604, + "FP": 55, + "IoU": 0.43433476394849785, + "TN": 1050227, + "TP": 506, + "n_pred": 561, + "n_ref": 1110 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 1051384, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "13": { + "Dice": 0.7163469757581974, + "FN": 2265, + "FP": 14327, + "IoU": 0.5580534320645659, + "TN": 1013849, + "TP": 20951, + "n_pred": 35278, + "n_ref": 23216 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8402108707507726, + "FN": 698, + "FP": 181, + "IoU": 0.7244514106583072, + "TN": 1048202, + "TP": 2311, + "n_pred": 2492, + "n_ref": 3009 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8351383874849578, + "FN": 135, + "FP": 2, + "IoU": 0.7169421487603306, + "TN": 1050908, + "TP": 347, + "n_pred": 349, + "n_ref": 482 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9851007455789019, + "FN": 1075, + "FP": 1343, + "IoU": 0.9706389489277994, + "TN": 969038, + "TP": 79936, + "n_pred": 81279, + "n_ref": 81011 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8518549051937345, + "FN": 257, + "FP": 3337, + "IoU": 0.7419401163208157, + "TN": 1037465, + "TP": 10333, + "n_pred": 13670, + "n_ref": 10590 + }, + "9": { + "Dice": 0.8963908854564918, + "FN": 575, + "FP": 7555, + "IoU": 0.8122358484029655, + "TN": 1008093, + "TP": 35169, + "n_pred": 42724, + "n_ref": 35744 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 590, + "IoU": 0.0, + "TN": 875570, + "TP": 0, + "n_pred": 590, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8587003299383159, + "FN": 102, + "FP": 883, + "IoU": 0.7523881347410759, + "TN": 872182, + "TP": 2993, + "n_pred": 3876, + "n_ref": 3095 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9606383092049897, + "FN": 1603, + "FP": 2092, + "IoU": 0.9242579534273533, + "TN": 827376, + "TP": 45089, + "n_pred": 47181, + "n_ref": 46692 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 980, + "IoU": 0.0, + "TN": 875180, + "TP": 0, + "n_pred": 980, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 12, + "FP": 2, + "IoU": 0.0, + "TN": 876146, + "TP": 0, + "n_pred": 2, + "n_ref": 12 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9856645988670143, + "FN": 1158, + "FP": 1451, + "IoU": 0.9717343964984887, + "TN": 783857, + "TP": 89694, + "n_pred": 91145, + "n_ref": 90852 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7655581165623971, + "FN": 1301, + "FP": 123, + "IoU": 0.6201653774339824, + "TN": 1222875, + "TP": 2325, + "n_pred": 2448, + "n_ref": 3626 + }, + "10": { + "Dice": 0.5096952908587258, + "FN": 1084, + "FP": 155, + "IoU": 0.3420074349442379, + "TN": 1224741, + "TP": 644, + "n_pred": 799, + "n_ref": 1728 + }, + "11": { + "Dice": 0.0, + "FN": 509, + "FP": 0, + "IoU": 0.0, + "TN": 1226115, + "TP": 0, + "n_pred": 0, + "n_ref": 509 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1313, + "IoU": 0.0, + "TN": 1225311, + "TP": 0, + "n_pred": 1313, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 220, + "IoU": 0.0, + "TN": 1226404, + "TP": 0, + "n_pred": 220, + "n_ref": 0 + }, + "3": { + "Dice": 0.9096552171936887, + "FN": 12891, + "FP": 1023, + "IoU": 0.8342821752697649, + "TN": 1142662, + "TP": 70048, + "n_pred": 71071, + "n_ref": 82939 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8375320062773602, + "FN": 118, + "FP": 1849, + "IoU": 0.7204774761972431, + "TN": 1219587, + "TP": 5070, + "n_pred": 6919, + "n_ref": 5188 + }, + "6": { + "Dice": 0.8981790440810641, + "FN": 7288, + "FP": 8061, + "IoU": 0.815176947993305, + "TN": 1143577, + "TP": 67698, + "n_pred": 75759, + "n_ref": 74986 + }, + "7": { + "Dice": 0.8161820672857361, + "FN": 3306, + "FP": 1524, + "IoU": 0.6894489809040056, + "TN": 1211071, + "TP": 10723, + "n_pred": 12247, + "n_ref": 14029 + }, + "8": { + "Dice": 0.7050359712230215, + "FN": 70, + "FP": 12, + "IoU": 0.5444444444444444, + "TN": 1226444, + "TP": 98, + "n_pred": 110, + "n_ref": 168 + }, + "9": { + "Dice": 0.5163136805953062, + "FN": 358, + "FP": 487, + "IoU": 0.3479938271604938, + "TN": 1225328, + "TP": 451, + "n_pred": 938, + "n_ref": 809 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 1051365, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 211, + "IoU": 0.0, + "TN": 1051181, + "TP": 0, + "n_pred": 211, + "n_ref": 0 + }, + "11": { + "Dice": 0.43691651106961854, + "FN": 279, + "FP": 1832, + "IoU": 0.2795221843003413, + "TN": 1048462, + "TP": 819, + "n_pred": 2651, + "n_ref": 1098 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 31, + "IoU": 0.0, + "TN": 1051361, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 325, + "IoU": 0.0, + "TN": 1051067, + "TP": 0, + "n_pred": 325, + "n_ref": 0 + }, + "14": { + "Dice": 0.6016485100005764, + "FN": 6416, + "FP": 28139, + "IoU": 0.4302555647155812, + "TN": 990742, + "TP": 26095, + "n_pred": 54234, + "n_ref": 32511 + }, + "15": { + "Dice": 0.43035259418152566, + "FN": 12478, + "FP": 269, + "IoU": 0.2741715066621114, + "TN": 1033830, + "TP": 4815, + "n_pred": 5084, + "n_ref": 17293 + }, + "2": { + "Dice": 0.9377726445587417, + "FN": 5744, + "FP": 1745, + "IoU": 0.8828360894256794, + "TN": 987473, + "TP": 56430, + "n_pred": 58175, + "n_ref": 62174 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9614843377079059, + "FN": 3770, + "FP": 2443, + "IoU": 0.9258255533535493, + "TN": 967630, + "TP": 77549, + "n_pred": 79992, + "n_ref": 81319 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9392874009550296, + "FN": 2315, + "FP": 1156, + "IoU": 0.8855248837439399, + "TN": 1021071, + "TP": 26850, + "n_pred": 28006, + "n_ref": 29165 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7968058702924355, + "FN": 1473, + "FP": 410, + "IoU": 0.6622421524663678, + "TN": 1221049, + "TP": 3692, + "n_pred": 4102, + "n_ref": 5165 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8559884862749801, + "FN": 18797, + "FP": 415, + "IoU": 0.7482341532453577, + "TN": 1150315, + "TP": 57097, + "n_pred": 57512, + "n_ref": 75894 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 15920, + "IoU": 0.0, + "TN": 1210704, + "TP": 0, + "n_pred": 15920, + "n_ref": 0 + }, + "4": { + "Dice": 0.9240451388888888, + "FN": 656, + "FP": 394, + "IoU": 0.8588140379185155, + "TN": 1219187, + "TP": 6387, + "n_pred": 6781, + "n_ref": 7043 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9777842691875721, + "FN": 1361, + "FP": 3050, + "IoU": 0.9565341636940541, + "TN": 1125142, + "TP": 97071, + "n_pred": 100121, + "n_ref": 98432 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 234, + "IoU": 0.0, + "TN": 1226390, + "TP": 0, + "n_pred": 234, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.914617297596021, + "FN": 177, + "FP": 132, + "IoU": 0.8426680244399185, + "TN": 1224660, + "TP": 1655, + "n_pred": 1787, + "n_ref": 1832 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7949107953024734, + "FN": 31303, + "FP": 114, + "IoU": 0.6596281770709194, + "TN": 959090, + "TP": 60885, + "n_pred": 60999, + "n_ref": 92188 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 1051389, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 871, + "IoU": 0.0, + "TN": 1050521, + "TP": 0, + "n_pred": 871, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 169, + "IoU": 0.0, + "TN": 1051223, + "TP": 0, + "n_pred": 169, + "n_ref": 0 + }, + "13": { + "Dice": 0.8482623491801589, + "FN": 5284, + "FP": 2073, + "IoU": 0.7365065721141792, + "TN": 1023471, + "TP": 20564, + "n_pred": 22637, + "n_ref": 25848 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.05660377358490566, + "FN": 0, + "FP": 200, + "IoU": 0.02912621359223301, + "TN": 1051186, + "TP": 6, + "n_pred": 206, + "n_ref": 6 + }, + "2": { + "Dice": 0.6867018429303356, + "FN": 8309, + "FP": 3982, + "IoU": 0.522883428438337, + "TN": 1025631, + "TP": 13470, + "n_pred": 17452, + "n_ref": 21779 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 7351, + "IoU": 0.0, + "TN": 1044041, + "TP": 0, + "n_pred": 7351, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2478, + "IoU": 0.0, + "TN": 1048914, + "TP": 0, + "n_pred": 2478, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.03831926944861866, + "FN": 869, + "FP": 32409, + "IoU": 0.01953389705665714, + "TN": 1017451, + "TP": 663, + "n_pred": 33072, + "n_ref": 1532 + }, + "7": { + "Dice": 0.6040540540540541, + "FN": 11022, + "FP": 112, + "IoU": 0.43272023233301066, + "TN": 1031765, + "TP": 8493, + "n_pred": 8605, + "n_ref": 19515 + }, + "8": { + "Dice": 0.9551840836837248, + "FN": 96, + "FP": 341, + "IoU": 0.91421279937181, + "TN": 1046298, + "TP": 4657, + "n_pred": 4998, + "n_ref": 4753 + }, + "9": { + "Dice": 0.9554673967704085, + "FN": 422, + "FP": 375, + "IoU": 0.9147319995720552, + "TN": 1042045, + "TP": 8550, + "n_pred": 8925, + "n_ref": 8972 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 1226594, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "10": { + "Dice": 0.5388881885793521, + "FN": 7036, + "FP": 280, + "IoU": 0.3688206367008886, + "TN": 1215033, + "TP": 4275, + "n_pred": 4555, + "n_ref": 11311 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3910703820128936, + "FN": 18808, + "FP": 4050, + "IoU": 0.24306245446718325, + "TN": 1196426, + "TP": 7340, + "n_pred": 11390, + "n_ref": 26148 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9524387775753896, + "FN": 2012, + "FP": 4333, + "IoU": 0.9091962905718701, + "TN": 1156748, + "TP": 63531, + "n_pred": 67864, + "n_ref": 65543 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8202151755379389, + "FN": 4579, + "FP": 1771, + "IoU": 0.695224382049436, + "TN": 1205789, + "TP": 14485, + "n_pred": 16256, + "n_ref": 19064 + }, + "5": { + "Dice": 0.06596194503171247, + "FN": 1968, + "FP": 6868, + "IoU": 0.034105815478793176, + "TN": 1217476, + "TP": 312, + "n_pred": 7180, + "n_ref": 2280 + }, + "6": { + "Dice": 0.9577770636567098, + "FN": 9052, + "FP": 13153, + "IoU": 0.9189752309780626, + "TN": 952572, + "TP": 251847, + "n_pred": 265000, + "n_ref": 260899 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 11061, + "IoU": 0.0, + "TN": 1215563, + "TP": 0, + "n_pred": 11061, + "n_ref": 0 + }, + "8": { + "Dice": 0.8116693909459172, + "FN": 1505, + "FP": 19695, + "IoU": 0.6830333114048203, + "TN": 1159740, + "TP": 45684, + "n_pred": 65379, + "n_ref": 47189 + }, + "9": { + "Dice": 0.6429115706001627, + "FN": 25407, + "FP": 2242, + "IoU": 0.47374331449018825, + "TN": 1174085, + "TP": 24890, + "n_pred": 27132, + "n_ref": 50297 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8879958306792518, + "FN": 3920, + "FP": 5751, + "IoU": 0.7985544075987335, + "TN": 1178616, + "TP": 38337, + "n_pred": 44088, + "n_ref": 42257 + }, + "10": { + "Dice": 0.8425574930502906, + "FN": 519, + "FP": 104, + "IoU": 0.7279475982532752, + "TN": 1224334, + "TP": 1667, + "n_pred": 1771, + "n_ref": 2186 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8685964070579455, + "FN": 1368, + "FP": 1097, + "IoU": 0.7677157934413871, + "TN": 1216012, + "TP": 8147, + "n_pred": 9244, + "n_ref": 9515 + }, + "15": { + "Dice": 0.8615857170282204, + "FN": 2020, + "FP": 5190, + "IoU": 0.7568296795952782, + "TN": 1196974, + "TP": 22440, + "n_pred": 27630, + "n_ref": 24460 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 208, + "IoU": 0.0, + "TN": 1226416, + "TP": 0, + "n_pred": 208, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9203966244179194, + "FN": 11672, + "FP": 619, + "IoU": 0.8525321847217057, + "TN": 1143277, + "TP": 71056, + "n_pred": 71675, + "n_ref": 82728 + }, + "7": { + "Dice": 0.8804438037828157, + "FN": 8742, + "FP": 2206, + "IoU": 0.7864221615294577, + "TN": 1175364, + "TP": 40312, + "n_pred": 42518, + "n_ref": 49054 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9832327372012127, + "FN": 1349, + "FP": 1654, + "IoU": 0.9670184841462477, + "TN": 785109, + "TP": 88048, + "n_pred": 89702, + "n_ref": 89397 + }, + "10": { + "Dice": 0.0, + "FN": 519, + "FP": 0, + "IoU": 0.0, + "TN": 875641, + "TP": 0, + "n_pred": 0, + "n_ref": 519 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9149291075896581, + "FN": 65, + "FP": 343, + "IoU": 0.8431975403535742, + "TN": 873558, + "TP": 2194, + "n_pred": 2537, + "n_ref": 2259 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 125, + "IoU": 0.0, + "TN": 876035, + "TP": 0, + "n_pred": 125, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9355742296918768, + "FN": 38, + "FP": 445, + "IoU": 0.8789473684210526, + "TN": 872170, + "TP": 3507, + "n_pred": 3952, + "n_ref": 3545 + }, + "8": { + "Dice": 0.5930687875867622, + "FN": 27945, + "FP": 5414, + "IoU": 0.42153360615939517, + "TN": 818492, + "TP": 24309, + "n_pred": 29723, + "n_ref": 52254 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9515834775693502, + "FN": 311, + "FP": 724, + "IoU": 0.9076387649473496, + "TN": 689722, + "TP": 10171, + "n_pred": 10895, + "n_ref": 10482 + }, + "10": { + "Dice": 0.8349068639959173, + "FN": 396, + "FP": 251, + "IoU": 0.7166009636443277, + "TN": 698645, + "TP": 1636, + "n_pred": 1887, + "n_ref": 2032 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8941813692301566, + "FN": 1611, + "FP": 1046, + "IoU": 0.8086148526975437, + "TN": 687045, + "TP": 11226, + "n_pred": 12272, + "n_ref": 12837 + }, + "15": { + "Dice": 0.691190706679574, + "FN": 315, + "FP": 4, + "IoU": 0.5281065088757396, + "TN": 700252, + "TP": 357, + "n_pred": 361, + "n_ref": 672 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1057, + "IoU": 0.0, + "TN": 699871, + "TP": 0, + "n_pred": 1057, + "n_ref": 0 + }, + "3": { + "Dice": 0.9631584289049021, + "FN": 3404, + "FP": 2767, + "IoU": 0.9289350039154268, + "TN": 614092, + "TP": 80665, + "n_pred": 83432, + "n_ref": 84069 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9709990496212885, + "FN": 778, + "FP": 1236, + "IoU": 0.9436328015673103, + "TN": 840430, + "TP": 33716, + "n_pred": 34952, + "n_ref": 34494 + }, + "10": { + "Dice": 0.8853691514494153, + "FN": 5597, + "FP": 2118, + "IoU": 0.79431603081927, + "TN": 838651, + "TP": 29794, + "n_pred": 31912, + "n_ref": 35391 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.633845294610444, + "FN": 11481, + "FP": 1631, + "IoU": 0.463963043211643, + "TN": 851699, + "TP": 11349, + "n_pred": 12980, + "n_ref": 22830 + }, + "14": { + "Dice": 0.0, + "FN": 10782, + "FP": 233, + "IoU": 0.0, + "TN": 865145, + "TP": 0, + "n_pred": 233, + "n_ref": 10782 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 566, + "IoU": 0.0, + "TN": 875594, + "TP": 0, + "n_pred": 566, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 647, + "FP": 0, + "IoU": 0.0, + "TN": 875513, + "TP": 0, + "n_pred": 0, + "n_ref": 647 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8639894232358288, + "FN": 213, + "FP": 1433, + "IoU": 0.7605469886528949, + "TN": 869286, + "TP": 5228, + "n_pred": 6661, + "n_ref": 5441 + }, + "7": { + "Dice": 0.8034218432653519, + "FN": 13923, + "FP": 7080, + "IoU": 0.6714328176086855, + "TN": 812237, + "TP": 42920, + "n_pred": 50000, + "n_ref": 56843 + }, + "8": { + "Dice": 0.8196248196248196, + "FN": 22, + "FP": 353, + "IoU": 0.6943765281173594, + "TN": 874933, + "TP": 852, + "n_pred": 1205, + "n_ref": 874 + }, + "9": { + "Dice": 0.9412524699802401, + "FN": 500, + "FP": 1046, + "IoU": 0.8890244777833608, + "TN": 862229, + "TP": 12385, + "n_pred": 13431, + "n_ref": 12885 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9701913272956276, + "FN": 344, + "FP": 650, + "IoU": 0.9421083284799068, + "TN": 1034222, + "TP": 16176, + "n_pred": 16826, + "n_ref": 16520 + }, + "10": { + "Dice": 0.9005748941815654, + "FN": 3787, + "FP": 4082, + "IoU": 0.8191325533822144, + "TN": 1007885, + "TP": 35638, + "n_pred": 39720, + "n_ref": 39425 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7530799475753605, + "FN": 1459, + "FP": 425, + "IoU": 0.6039520706327517, + "TN": 1046635, + "TP": 2873, + "n_pred": 3298, + "n_ref": 4332 + }, + "13": { + "Dice": 0.9237865493200434, + "FN": 1075, + "FP": 1800, + "IoU": 0.8583674072614415, + "TN": 1031093, + "TP": 17424, + "n_pred": 19224, + "n_ref": 18499 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9361263736263736, + "FN": 46, + "FP": 140, + "IoU": 0.8799225306649451, + "TN": 1049843, + "TP": 1363, + "n_pred": 1503, + "n_ref": 1409 + }, + "3": { + "Dice": 0.9600475207582809, + "FN": 4813, + "FP": 4536, + "IoU": 0.9231647983168414, + "TN": 929716, + "TP": 112327, + "n_pred": 116863, + "n_ref": 117140 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9582231095582731, + "FN": 355, + "FP": 482, + "IoU": 0.9197968570333461, + "TN": 1040956, + "TP": 9599, + "n_pred": 10081, + "n_ref": 9954 + }, + "9": { + "Dice": 0.9566181641153243, + "FN": 747, + "FP": 857, + "IoU": 0.9168437969827363, + "TN": 1032103, + "TP": 17685, + "n_pred": 18542, + "n_ref": 18432 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9750078263591777, + "FN": 924, + "FP": 992, + "IoU": 0.95123441079155, + "TN": 1537798, + "TP": 37374, + "n_pred": 38366, + "n_ref": 38298 + }, + "10": { + "Dice": 0.92405310425615, + "FN": 576, + "FP": 980, + "IoU": 0.8588277989475595, + "TN": 1566066, + "TP": 9466, + "n_pred": 10446, + "n_ref": 10042 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 1577083, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "12": { + "Dice": 0.6654804270462633, + "FN": 181, + "FP": 7, + "IoU": 0.49866666666666665, + "TN": 1576713, + "TP": 187, + "n_pred": 194, + "n_ref": 368 + }, + "13": { + "Dice": 0.5771168735406169, + "FN": 4069, + "FP": 6254, + "IoU": 0.4055968215581275, + "TN": 1559721, + "TP": 7044, + "n_pred": 13298, + "n_ref": 11113 + }, + "14": { + "Dice": 0.7950546483698587, + "FN": 8444, + "FP": 2563, + "IoU": 0.6598263126989523, + "TN": 1544731, + "TP": 21350, + "n_pred": 23913, + "n_ref": 29794 + }, + "15": { + "Dice": 0.5445743257517076, + "FN": 10748, + "FP": 15122, + "IoU": 0.3741684205433389, + "TN": 1535751, + "TP": 15467, + "n_pred": 30589, + "n_ref": 26215 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 1577086, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "3": { + "Dice": 0.9862880263749438, + "FN": 73, + "FP": 293, + "IoU": 0.9729470027348659, + "TN": 1563559, + "TP": 13163, + "n_pred": 13456, + "n_ref": 13236 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 1577085, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "7": { + "Dice": 0.9138417466035852, + "FN": 72, + "FP": 1913, + "IoU": 0.8413523017902813, + "TN": 1564576, + "TP": 10527, + "n_pred": 12440, + "n_ref": 10599 + }, + "8": { + "Dice": 0.9541895307972131, + "FN": 283, + "FP": 1203, + "IoU": 0.9123924065558306, + "TN": 1560126, + "TP": 15476, + "n_pred": 16679, + "n_ref": 15759 + }, + "9": { + "Dice": 0.9427326988223907, + "FN": 120, + "FP": 945, + "IoU": 0.8916692096429661, + "TN": 1567257, + "TP": 8766, + "n_pred": 9711, + "n_ref": 8886 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8676911660121827, + "FN": 2059, + "FP": 2220, + "IoU": 0.7663025669033315, + "TN": 1208314, + "TP": 14031, + "n_pred": 16251, + "n_ref": 16090 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7678041543026706, + "FN": 1137, + "FP": 741, + "IoU": 0.6231186032510536, + "TN": 1221641, + "TP": 3105, + "n_pred": 3846, + "n_ref": 4242 + }, + "13": { + "Dice": 0.8686065888988591, + "FN": 413, + "FP": 2662, + "IoU": 0.7677317017901654, + "TN": 1213385, + "TP": 10164, + "n_pred": 12826, + "n_ref": 10577 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9446796885671357, + "FN": 261, + "FP": 144, + "IoU": 0.8951592026922082, + "TN": 1222761, + "TP": 3458, + "n_pred": 3602, + "n_ref": 3719 + }, + "3": { + "Dice": 0.9599709868987715, + "FN": 536, + "FP": 347, + "IoU": 0.9230232760875251, + "TN": 1215153, + "TP": 10588, + "n_pred": 10935, + "n_ref": 11124 + }, + "4": { + "Dice": 0.8778245882803524, + "FN": 1179, + "FP": 416, + "IoU": 0.7822525597269625, + "TN": 1219299, + "TP": 5730, + "n_pred": 6146, + "n_ref": 6909 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9179834462001505, + "FN": 29, + "FP": 80, + "IoU": 0.8484005563282336, + "TN": 1225905, + "TP": 610, + "n_pred": 690, + "n_ref": 639 + }, + "7": { + "Dice": 0.9586222238700827, + "FN": 390, + "FP": 1842, + "IoU": 0.9205326307544416, + "TN": 1198537, + "TP": 25855, + "n_pred": 27697, + "n_ref": 26245 + }, + "8": { + "Dice": 0.9566547299313638, + "FN": 370, + "FP": 792, + "IoU": 0.9169109760457633, + "TN": 1212639, + "TP": 12823, + "n_pred": 13615, + "n_ref": 13193 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 133, + "IoU": 0.0, + "TN": 1401723, + "TP": 0, + "n_pred": 133, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 661, + "IoU": 0.0, + "TN": 1401195, + "TP": 0, + "n_pred": 661, + "n_ref": 0 + }, + "11": { + "Dice": 0.5445143884892086, + "FN": 813, + "FP": 1213, + "IoU": 0.3741118319431572, + "TN": 1398619, + "TP": 1211, + "n_pred": 2424, + "n_ref": 2024 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 54, + "IoU": 0.0, + "TN": 1401802, + "TP": 0, + "n_pred": 54, + "n_ref": 0 + }, + "13": { + "Dice": 0.6756663205261336, + "FN": 25, + "FP": 912, + "IoU": 0.5101934134866701, + "TN": 1399943, + "TP": 976, + "n_pred": 1888, + "n_ref": 1001 + }, + "14": { + "Dice": 0.05367446097783177, + "FN": 28926, + "FP": 20934, + "IoU": 0.027577329640753597, + "TN": 1350582, + "TP": 1414, + "n_pred": 22348, + "n_ref": 30340 + }, + "15": { + "Dice": 0.09685555240497261, + "FN": 56029, + "FP": 4488, + "IoU": 0.05089238104199994, + "TN": 1338094, + "TP": 3245, + "n_pred": 7733, + "n_ref": 59274 + }, + "2": { + "Dice": 0.9674040178113393, + "FN": 3209, + "FP": 3145, + "IoU": 0.9368659519290959, + "TN": 1301213, + "TP": 94289, + "n_pred": 97434, + "n_ref": 97498 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.662661079927267, + "FN": 11631, + "FP": 1170, + "IoU": 0.49550721210688103, + "TN": 1376482, + "TP": 12573, + "n_pred": 13743, + "n_ref": 24204 + }, + "5": { + "Dice": 0.780267753201397, + "FN": 769, + "FP": 741, + "IoU": 0.6397041278931043, + "TN": 1397665, + "TP": 2681, + "n_pred": 3422, + "n_ref": 3450 + }, + "6": { + "Dice": 0.917169984254189, + "FN": 4039, + "FP": 24157, + "IoU": 0.8470119694848672, + "TN": 1217554, + "TP": 156106, + "n_pred": 180263, + "n_ref": 160145 + }, + "7": { + "Dice": 0.3436493969180581, + "FN": 15050, + "FP": 241, + "IoU": 0.207473826059915, + "TN": 1382562, + "TP": 4003, + "n_pred": 4244, + "n_ref": 19053 + }, + "8": { + "Dice": 0.9295774647887324, + "FN": 40, + "FP": 10, + "IoU": 0.868421052631579, + "TN": 1401476, + "TP": 330, + "n_pred": 340, + "n_ref": 370 + }, + "9": { + "Dice": 0.750392464678179, + "FN": 4928, + "FP": 1591, + "IoU": 0.6005025125628141, + "TN": 1385538, + "TP": 9799, + "n_pred": 11390, + "n_ref": 14727 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9766549930298187, + "FN": 1711, + "FP": 1722, + "IoU": 0.9543750996757216, + "TN": 1151380, + "TP": 71811, + "n_pred": 73533, + "n_ref": 73522 + }, + "10": { + "Dice": 0.509090909090909, + "FN": 27, + "FP": 0, + "IoU": 0.34146341463414637, + "TN": 1226583, + "TP": 14, + "n_pred": 14, + "n_ref": 41 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 33, + "IoU": 0.0, + "TN": 1226591, + "TP": 0, + "n_pred": 33, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 3276, + "IoU": 0.0, + "TN": 1223348, + "TP": 0, + "n_pred": 3276, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 96, + "IoU": 0.0, + "TN": 1226528, + "TP": 0, + "n_pred": 96, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8210806643773214, + "FN": 11804, + "FP": 6067, + "IoU": 0.6964689097610273, + "TN": 1167747, + "TP": 41006, + "n_pred": 47073, + "n_ref": 52810 + }, + "3": { + "Dice": 0.847608306242951, + "FN": 14925, + "FP": 1154, + "IoU": 0.7355210132412205, + "TN": 1165829, + "TP": 44716, + "n_pred": 45870, + "n_ref": 59641 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 1226598, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "5": { + "Dice": 0.8548999746771334, + "FN": 793, + "FP": 2645, + "IoU": 0.7465723131357807, + "TN": 1213058, + "TP": 10128, + "n_pred": 12773, + "n_ref": 10921 + }, + "6": { + "Dice": 0.9575225219266335, + "FN": 3861, + "FP": 2561, + "IoU": 0.9185066747880818, + "TN": 1147820, + "TP": 72382, + "n_pred": 74943, + "n_ref": 76243 + }, + "7": { + "Dice": 0.8999006046550153, + "FN": 1844, + "FP": 2990, + "IoU": 0.8180175431991868, + "TN": 1200061, + "TP": 21729, + "n_pred": 24719, + "n_ref": 23573 + }, + "8": { + "Dice": 0.9175482891618519, + "FN": 4463, + "FP": 860, + "IoU": 0.8476574797515812, + "TN": 1191683, + "TP": 29618, + "n_pred": 30478, + "n_ref": 34081 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9793609648070425, + "FN": 2910, + "FP": 2337, + "IoU": 0.9595566415132152, + "TN": 1096887, + "TP": 124490, + "n_pred": 126827, + "n_ref": 127400 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.9130051617776659, + "FN": 446, + "FP": 245, + "IoU": 0.8399351401436183, + "TN": 1222307, + "TP": 3626, + "n_pred": 3871, + "n_ref": 4072 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9832831204841763, + "FN": 351, + "FP": 276, + "IoU": 0.9671159595111973, + "TN": 1207557, + "TP": 18440, + "n_pred": 18716, + "n_ref": 18791 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 1226594, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "7": { + "Dice": 0.590958122260606, + "FN": 6881, + "FP": 53033, + "IoU": 0.41940422892803847, + "TN": 1123430, + "TP": 43280, + "n_pred": 96313, + "n_ref": 50161 + }, + "8": { + "Dice": 0.9563392107472712, + "FN": 118, + "FP": 90, + "IoU": 0.916331456154465, + "TN": 1224138, + "TP": 2278, + "n_pred": 2368, + "n_ref": 2396 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 83, + "IoU": 0.0, + "TN": 876077, + "TP": 0, + "n_pred": 83, + "n_ref": 0 + }, + "13": { + "Dice": 0.9171270718232044, + "FN": 15, + "FP": 0, + "IoU": 0.8469387755102041, + "TN": 876062, + "TP": 83, + "n_pred": 83, + "n_ref": 98 + }, + "14": { + "Dice": 0.9441481994459834, + "FN": 2476, + "FP": 750, + "IoU": 0.894205227429246, + "TN": 845667, + "TP": 27267, + "n_pred": 28017, + "n_ref": 29743 + }, + "15": { + "Dice": 0.8992516474924607, + "FN": 631, + "FP": 1173, + "IoU": 0.8169457128361238, + "TN": 866305, + "TP": 8051, + "n_pred": 9224, + "n_ref": 8682 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9615227418695627, + "FN": 533, + "FP": 785, + "IoU": 0.9258967727426065, + "TN": 858374, + "TP": 16468, + "n_pred": 17253, + "n_ref": 17001 + }, + "9": { + "Dice": 0.9495636054684483, + "FN": 154, + "FP": 499, + "IoU": 0.9039705882352941, + "TN": 869360, + "TP": 6147, + "n_pred": 6646, + "n_ref": 6301 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7708314963407107, + "FN": 4991, + "FP": 207, + "IoU": 0.6271162123385939, + "TN": 1037452, + "TP": 8742, + "n_pred": 8949, + "n_ref": 13733 + }, + "10": { + "Dice": 0.0, + "FN": 3, + "FP": 27, + "IoU": 0.0, + "TN": 1051362, + "TP": 0, + "n_pred": 27, + "n_ref": 3 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6664934390022087, + "FN": 537, + "FP": 2030, + "IoU": 0.49980514419329697, + "TN": 1046260, + "TP": 2565, + "n_pred": 4595, + "n_ref": 3102 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8327368169887855, + "FN": 210, + "FP": 8202, + "IoU": 0.7134096484055601, + "TN": 1022040, + "TP": 20940, + "n_pred": 29142, + "n_ref": 21150 + }, + "15": { + "Dice": 0.8323127844435251, + "FN": 6367, + "FP": 1739, + "IoU": 0.7127874428657478, + "TN": 1023169, + "TP": 20117, + "n_pred": 21856, + "n_ref": 26484 + }, + "2": { + "Dice": 0.9556756756756757, + "FN": 35, + "FP": 6, + "IoU": 0.9151138716356108, + "TN": 1050909, + "TP": 442, + "n_pred": 448, + "n_ref": 477 + }, + "3": { + "Dice": 0.9687250465797178, + "FN": 839, + "FP": 571, + "IoU": 0.9393470125177442, + "TN": 1028145, + "TP": 21837, + "n_pred": 22408, + "n_ref": 22676 + }, + "4": { + "Dice": 0.9071691815590015, + "FN": 1094, + "FP": 241, + "IoU": 0.8301094426062612, + "TN": 1043534, + "TP": 6523, + "n_pred": 6764, + "n_ref": 7617 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9727868862692223, + "FN": 3443, + "FP": 5276, + "IoU": 0.9470156419013357, + "TN": 886834, + "TP": 155839, + "n_pred": 161115, + "n_ref": 159282 + }, + "7": { + "Dice": 0.5509641873278237, + "FN": 55, + "FP": 2716, + "IoU": 0.38022813688212925, + "TN": 1046921, + "TP": 1700, + "n_pred": 4416, + "n_ref": 1755 + }, + "8": { + "Dice": 0.9712623061899637, + "FN": 141, + "FP": 580, + "IoU": 0.9441301820999612, + "TN": 1038487, + "TP": 12184, + "n_pred": 12764, + "n_ref": 12325 + }, + "9": { + "Dice": 0.8991684686893907, + "FN": 3500, + "FP": 1023, + "IoU": 0.8168084244633455, + "TN": 1026702, + "TP": 20167, + "n_pred": 21190, + "n_ref": 23667 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0383.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.6148755244475355, + "FN": 1847.7222222222224, + "FP": 2119.2711111111107, + "IoU": 0.5353573341270714, + "TN": 1181437.0355555555, + "TP": 12014.63777777778, + "n_pred": 14133.908888888891, + "n_ref": 13862.359999999999 + }, + "mean": { + "1": { + "Dice": 0.621193348251479, + "FN": 6561.4, + "FP": 818.6, + "IoU": 0.5794843120057375, + "TN": 1175336.4, + "TP": 14702.266666666666, + "n_pred": 15520.866666666667, + "n_ref": 21263.666666666668 + }, + "10": { + "Dice": 0.5463626203763928, + "FN": 1808.2333333333333, + "FP": 1697.1666666666667, + "IoU": 0.4372953817235425, + "TN": 1188517.1333333333, + "TP": 5396.133333333333, + "n_pred": 7093.3, + "n_ref": 7204.366666666667 + }, + "11": { + "Dice": 0.5950113241580179, + "FN": 233.96666666666667, + "FP": 295.06666666666666, + "IoU": 0.45340833075974724, + "TN": 1196362.1333333333, + "TP": 527.5, + "n_pred": 822.5666666666667, + "n_ref": 761.4666666666667 + }, + "12": { + "Dice": 0.5575841903021953, + "FN": 262.56666666666666, + "FP": 92.76666666666667, + "IoU": 0.43549608749840807, + "TN": 1196643.1, + "TP": 420.23333333333335, + "n_pred": 513.0, + "n_ref": 682.8 + }, + "13": { + "Dice": 0.5869245168713699, + "FN": 2621.5666666666666, + "FP": 1240.8666666666666, + "IoU": 0.47171937532478986, + "TN": 1189025.9, + "TP": 4530.333333333333, + "n_pred": 5771.2, + "n_ref": 7151.9 + }, + "14": { + "Dice": 0.4961733706799488, + "FN": 2706.4, + "FP": 1106.1, + "IoU": 0.42422165892441654, + "TN": 1182668.7, + "TP": 10937.466666666667, + "n_pred": 12043.566666666668, + "n_ref": 13643.866666666667 + }, + "15": { + "Dice": 0.28151256786789197, + "FN": 405.1333333333333, + "FP": 1402.4333333333334, + "IoU": 0.24559441986518685, + "TN": 1192808.4333333333, + "TP": 2802.6666666666665, + "n_pred": 4205.1, + "n_ref": 3207.8 + }, + "2": { + "Dice": 0.654579208524173, + "FN": 1802.8333333333333, + "FP": 1184.9, + "IoU": 0.6128864953868518, + "TN": 1179457.3333333333, + "TP": 14973.6, + "n_pred": 16158.5, + "n_ref": 16776.433333333334 + }, + "3": { + "Dice": 0.7018607132408061, + "FN": 696.2, + "FP": 1283.9333333333334, + "IoU": 0.6704990679815096, + "TN": 1182287.2, + "TP": 13151.333333333334, + "n_pred": 14435.266666666666, + "n_ref": 13847.533333333333 + }, + "4": { + "Dice": 0.5904874531804659, + "FN": 1403.1333333333334, + "FP": 397.43333333333334, + "IoU": 0.5003760875815111, + "TN": 1192419.7, + "TP": 3198.4, + "n_pred": 3595.8333333333335, + "n_ref": 4601.533333333334 + }, + "5": { + "Dice": 0.47527587730294396, + "FN": 1334.3333333333333, + "FP": 533.8666666666667, + "IoU": 0.3749460004745741, + "TN": 1193662.6666666667, + "TP": 1887.8, + "n_pred": 2421.6666666666665, + "n_ref": 3222.133333333333 + }, + "6": { + "Dice": 0.860823003103932, + "FN": 3924.5666666666666, + "FP": 11788.4, + "IoU": 0.7932458985713691, + "TN": 1109330.5333333334, + "TP": 72375.16666666667, + "n_pred": 84163.56666666667, + "n_ref": 76299.73333333334 + }, + "7": { + "Dice": 0.5126724323945792, + "FN": 2467.5333333333333, + "FP": 8040.7, + "IoU": 0.4360128713061504, + "TN": 1170308.5666666667, + "TP": 16601.866666666665, + "n_pred": 24642.566666666666, + "n_ref": 19069.4 + }, + "8": { + "Dice": 0.8828211485821202, + "FN": 643.9333333333333, + "FP": 567.2333333333333, + "IoU": 0.8320845831178085, + "TN": 1184625.2666666666, + "TP": 11582.233333333334, + "n_pred": 12149.466666666667, + "n_ref": 12226.166666666666 + }, + "9": { + "Dice": 0.8598510918767142, + "FN": 844.0333333333333, + "FP": 1339.6, + "IoU": 0.7630894413844665, + "TN": 1188102.4666666666, + "TP": 7132.566666666667, + "n_pred": 8472.166666666666, + "n_ref": 7976.6 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 120, + "IoU": 0.0, + "TN": 1576968, + "TP": 0, + "n_pred": 120, + "n_ref": 0 + }, + "10": { + "Dice": 0.32434040864907754, + "FN": 6221, + "FP": 591, + "IoU": 0.1935598437315023, + "TN": 1568641, + "TP": 1635, + "n_pred": 2226, + "n_ref": 7856 + }, + "11": { + "Dice": 0.338328530259366, + "FN": 1837, + "FP": 459, + "IoU": 0.20360735345126604, + "TN": 1574205, + "TP": 587, + "n_pred": 1046, + "n_ref": 2424 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.48720939695629767, + "FN": 9773, + "FP": 9130, + "IoU": 0.32206003658142957, + "TN": 1549205, + "TP": 8980, + "n_pred": 18110, + "n_ref": 18753 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 68, + "IoU": 0.0, + "TN": 1577020, + "TP": 0, + "n_pred": 68, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 12, + "FP": 0, + "IoU": 0.0, + "TN": 1577076, + "TP": 0, + "n_pred": 0, + "n_ref": 12 + }, + "2": { + "Dice": 0.7757657053431701, + "FN": 2604, + "FP": 1408, + "IoU": 0.6336742147552958, + "TN": 1566136, + "TP": 6940, + "n_pred": 8348, + "n_ref": 9544 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 1577079, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "4": { + "Dice": 0.5732407797564925, + "FN": 16832, + "FP": 2411, + "IoU": 0.40177821991481955, + "TN": 1544921, + "TP": 12924, + "n_pred": 15335, + "n_ref": 29756 + }, + "5": { + "Dice": 0.5566454672846826, + "FN": 2717, + "FP": 1396, + "IoU": 0.3856609410007468, + "TN": 1570393, + "TP": 2582, + "n_pred": 3978, + "n_ref": 5299 + }, + "6": { + "Dice": 0.9150661275376969, + "FN": 7955, + "FP": 8177, + "IoU": 0.8434303239707281, + "TN": 1474054, + "TP": 86902, + "n_pred": 95079, + "n_ref": 94857 + }, + "7": { + "Dice": 0.20817482800485634, + "FN": 3698, + "FP": 6085, + "IoU": 0.11618032342578372, + "TN": 1566019, + "TP": 1286, + "n_pred": 7371, + "n_ref": 4984 + }, + "8": { + "Dice": 0.9187895490725799, + "FN": 1130, + "FP": 3349, + "IoU": 0.8497786423396834, + "TN": 1547272, + "TP": 25337, + "n_pred": 28686, + "n_ref": 26467 + }, + "9": { + "Dice": 0.7282216739419245, + "FN": 6298, + "FP": 8022, + "IoU": 0.5726011043127891, + "TN": 1543583, + "TP": 19185, + "n_pred": 27207, + "n_ref": 25483 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 913, + "IoU": 0.0, + "TN": 1050479, + "TP": 0, + "n_pred": 913, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8833447228975051, + "FN": 9287, + "FP": 1126, + "IoU": 0.7910630442634135, + "TN": 1001554, + "TP": 39425, + "n_pred": 40551, + "n_ref": 48712 + }, + "7": { + "Dice": 0.8831334228685223, + "FN": 1773, + "FP": 8321, + "IoU": 0.79072419297991, + "TN": 1003159, + "TP": 38139, + "n_pred": 46460, + "n_ref": 39912 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7217335882727852, + "FN": 614, + "FP": 1569, + "IoU": 0.5646190666134823, + "TN": 1221610, + "TP": 2831, + "n_pred": 4400, + "n_ref": 3445 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7052810902896082, + "FN": 840, + "FP": 25, + "IoU": 0.5447368421052632, + "TN": 1224724, + "TP": 1035, + "n_pred": 1060, + "n_ref": 1875 + }, + "14": { + "Dice": 0.5864600326264274, + "FN": 1986, + "FP": 42, + "IoU": 0.4148874783612233, + "TN": 1223158, + "TP": 1438, + "n_pred": 1480, + "n_ref": 3424 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.949796745047905, + "FN": 1449, + "FP": 2046, + "IoU": 0.9043932596564176, + "TN": 1190068, + "TP": 33061, + "n_pred": 35107, + "n_ref": 34510 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7100737100737101, + "FN": 344, + "FP": 128, + "IoU": 0.5504761904761905, + "TN": 1225574, + "TP": 578, + "n_pred": 706, + "n_ref": 922 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.954203070031799, + "FN": 1621, + "FP": 2714, + "IoU": 0.9124171650234363, + "TN": 1177128, + "TP": 45161, + "n_pred": 47875, + "n_ref": 46782 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9527912763221615, + "FN": 1943, + "FP": 884, + "IoU": 0.9098389411577101, + "TN": 1195269, + "TP": 28528, + "n_pred": 29412, + "n_ref": 30471 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.971609470603884, + "FN": 2704, + "FP": 2632, + "IoU": 0.9447864822077129, + "TN": 779517, + "TP": 91307, + "n_pred": 93939, + "n_ref": 94011 + }, + "10": { + "Dice": 0.1342281879194631, + "FN": 258, + "FP": 0, + "IoU": 0.07194244604316546, + "TN": 875882, + "TP": 20, + "n_pred": 20, + "n_ref": 278 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8415094339622642, + "FN": 142, + "FP": 26, + "IoU": 0.7263843648208469, + "TN": 875546, + "TP": 446, + "n_pred": 472, + "n_ref": 588 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9121363502791654, + "FN": 243, + "FP": 355, + "IoU": 0.8384656942193409, + "TN": 872458, + "TP": 3104, + "n_pred": 3459, + "n_ref": 3347 + }, + "4": { + "Dice": 0.8907979969678872, + "FN": 2327, + "FP": 2427, + "IoU": 0.8030980781974818, + "TN": 852016, + "TP": 19390, + "n_pred": 21817, + "n_ref": 21717 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9118072748047991, + "FN": 3819, + "FP": 14705, + "IoU": 0.8379097320662922, + "TN": 761878, + "TP": 95758, + "n_pred": 110463, + "n_ref": 99577 + }, + "7": { + "Dice": 0.8994238708484811, + "FN": 7636, + "FP": 5422, + "IoU": 0.8172300370914689, + "TN": 804715, + "TP": 58387, + "n_pred": 63809, + "n_ref": 66023 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5660377358490566, + "FN": 20, + "FP": 3, + "IoU": 0.39473684210526316, + "TN": 1752282, + "TP": 15, + "n_pred": 18, + "n_ref": 35 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 234, + "IoU": 0.0, + "TN": 1752086, + "TP": 0, + "n_pred": 234, + "n_ref": 0 + }, + "14": { + "Dice": 0.874170265804806, + "FN": 29489, + "FP": 898, + "IoU": 0.7764675592173017, + "TN": 1616380, + "TP": 105553, + "n_pred": 106451, + "n_ref": 135042 + }, + "15": { + "Dice": 0.034898085237801114, + "FN": 57, + "FP": 6193, + "IoU": 0.01775891874901776, + "TN": 1745957, + "TP": 113, + "n_pred": 6306, + "n_ref": 170 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9023857848581166, + "FN": 2219, + "FP": 2879, + "IoU": 0.822133835740702, + "TN": 1723658, + "TP": 23564, + "n_pred": 26443, + "n_ref": 25783 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9798373445295916, + "FN": 4490, + "FP": 3669, + "IoU": 0.9604716848587028, + "TN": 1545911, + "TP": 198250, + "n_pred": 201919, + "n_ref": 202740 + }, + "7": { + "Dice": 0.8955504189540595, + "FN": 12303, + "FP": 711, + "IoU": 0.8108567691301505, + "TN": 1683515, + "TP": 55791, + "n_pred": 56502, + "n_ref": 68094 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 590, + "IoU": 0.0, + "TN": 1226034, + "TP": 0, + "n_pred": 590, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7430340557275542, + "FN": 977, + "FP": 268, + "IoU": 0.5911330049261084, + "TN": 1223579, + "TP": 1800, + "n_pred": 2068, + "n_ref": 2777 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9516871756171936, + "FN": 1906, + "FP": 1231, + "IoU": 0.9078274666509961, + "TN": 1192590, + "TP": 30897, + "n_pred": 32128, + "n_ref": 32803 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 800, + "IoU": 0.0, + "TN": 1225824, + "TP": 0, + "n_pred": 800, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.970130774587944, + "FN": 3121, + "FP": 739, + "IoU": 0.9419941393042303, + "TN": 1160079, + "TP": 62685, + "n_pred": 63424, + "n_ref": 65806 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7870036101083032, + "FN": 9, + "FP": 404, + "IoU": 0.6488095238095238, + "TN": 1225448, + "TP": 763, + "n_pred": 1167, + "n_ref": 772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9809467324016755, + "FN": 1619, + "FP": 437, + "IoU": 0.9626059437634135, + "TN": 1346874, + "TP": 52926, + "n_pred": 53363, + "n_ref": 54545 + }, + "10": { + "Dice": 0.8579453978693522, + "FN": 3125, + "FP": 1022, + "IoU": 0.7512297540491901, + "TN": 1385186, + "TP": 12523, + "n_pred": 13545, + "n_ref": 15648 + }, + "11": { + "Dice": 0.6171393341553637, + "FN": 623, + "FP": 1861, + "IoU": 0.4462773071778868, + "TN": 1397370, + "TP": 2002, + "n_pred": 3863, + "n_ref": 2625 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6369368598248167, + "FN": 8226, + "FP": 4499, + "IoU": 0.46728345962238876, + "TN": 1377969, + "TP": 11162, + "n_pred": 15661, + "n_ref": 19388 + }, + "14": { + "Dice": 0.8388010154266745, + "FN": 1145, + "FP": 2157, + "IoU": 0.7223576893971244, + "TN": 1389963, + "TP": 8591, + "n_pred": 10748, + "n_ref": 9736 + }, + "15": { + "Dice": 0.6459403777893613, + "FN": 5120, + "FP": 23408, + "IoU": 0.4770398342835145, + "TN": 1347305, + "TP": 26023, + "n_pred": 49431, + "n_ref": 31143 + }, + "2": { + "Dice": 0.9378757515030061, + "FN": 352, + "FP": 1074, + "IoU": 0.8830188679245283, + "TN": 1389666, + "TP": 10764, + "n_pred": 11838, + "n_ref": 11116 + }, + "3": { + "Dice": 0.9568025837706904, + "FN": 198, + "FP": 230, + "IoU": 0.9171826625386997, + "TN": 1396688, + "TP": 4740, + "n_pred": 4970, + "n_ref": 4938 + }, + "4": { + "Dice": 0.8775088412253709, + "FN": 2272, + "FP": 395, + "IoU": 0.7817512274959083, + "TN": 1389636, + "TP": 9553, + "n_pred": 9948, + "n_ref": 11825 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9613787770973291, + "FN": 4855, + "FP": 2038, + "IoU": 0.9256298214382047, + "TN": 1309171, + "TP": 85792, + "n_pred": 87830, + "n_ref": 90647 + }, + "7": { + "Dice": 0.4484651351900793, + "FN": 2398, + "FP": 315, + "IoU": 0.2890461215932914, + "TN": 1398040, + "TP": 1103, + "n_pred": 1418, + "n_ref": 3501 + }, + "8": { + "Dice": 0.0, + "FN": 34, + "FP": 0, + "IoU": 0.0, + "TN": 1401822, + "TP": 0, + "n_pred": 0, + "n_ref": 34 + }, + "9": { + "Dice": 0.6979066641060111, + "FN": 1123, + "FP": 6742, + "IoU": 0.5359882005899705, + "TN": 1384906, + "TP": 9085, + "n_pred": 15827, + "n_ref": 10208 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.5532994923857868, + "FN": 746, + "FP": 1366, + "IoU": 0.3824561403508772, + "TN": 1047972, + "TP": 1308, + "n_pred": 2674, + "n_ref": 2054 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.14788732394366197, + "FN": 6, + "FP": 236, + "IoU": 0.07984790874524715, + "TN": 1051129, + "TP": 21, + "n_pred": 257, + "n_ref": 27 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9557873820168902, + "FN": 90, + "FP": 88, + "IoU": 0.9153187440532826, + "TN": 1049290, + "TP": 1924, + "n_pred": 2012, + "n_ref": 2014 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8572790845518118, + "FN": 695, + "FP": 203, + "IoU": 0.7502086230876217, + "TN": 1047797, + "TP": 2697, + "n_pred": 2900, + "n_ref": 3392 + }, + "5": { + "Dice": 0.7118606333834252, + "FN": 3576, + "FP": 1601, + "IoU": 0.5526270307639128, + "TN": 1039820, + "TP": 6395, + "n_pred": 7996, + "n_ref": 9971 + }, + "6": { + "Dice": 0.9504512441025038, + "FN": 14844, + "FP": 2873, + "IoU": 0.9055808401104231, + "TN": 863750, + "TP": 169925, + "n_pred": 172798, + "n_ref": 184769 + }, + "7": { + "Dice": 0.018386779030316297, + "FN": 1359, + "FP": 16579, + "IoU": 0.009278692146249863, + "TN": 1033286, + "TP": 168, + "n_pred": 16747, + "n_ref": 1527 + }, + "8": { + "Dice": 0.8309790047258735, + "FN": 1691, + "FP": 4854, + "IoU": 0.7108332596977998, + "TN": 1028758, + "TP": 16089, + "n_pred": 20943, + "n_ref": 17780 + }, + "9": { + "Dice": 0.8524413272187753, + "FN": 4453, + "FP": 4299, + "IoU": 0.7428302773859896, + "TN": 1017360, + "TP": 25280, + "n_pred": 29579, + "n_ref": 29733 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6114135332924763, + "FN": 2207, + "FP": 8572, + "IoU": 0.4403136196064178, + "TN": 1207365, + "TP": 8480, + "n_pred": 17052, + "n_ref": 10687 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6758330236591106, + "FN": 860, + "FP": 1757, + "IoU": 0.5103835360149672, + "TN": 1221279, + "TP": 2728, + "n_pred": 4485, + "n_ref": 3588 + }, + "13": { + "Dice": 0.3774945900456841, + "FN": 1650, + "FP": 939, + "IoU": 0.23266152934202727, + "TN": 1223250, + "TP": 785, + "n_pred": 1724, + "n_ref": 2435 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 1226615, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 129, + "IoU": 0.0, + "TN": 1226495, + "TP": 0, + "n_pred": 129, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.35714285714285715, + "FN": 18, + "FP": 0, + "IoU": 0.21739130434782608, + "TN": 1226601, + "TP": 5, + "n_pred": 5, + "n_ref": 23 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 47, + "IoU": 0.0, + "TN": 1226577, + "TP": 0, + "n_pred": 47, + "n_ref": 0 + }, + "6": { + "Dice": 0.9700254642419583, + "FN": 2301, + "FP": 7681, + "IoU": 0.9417955789829678, + "TN": 1055125, + "TP": 161517, + "n_pred": 169198, + "n_ref": 163818 + }, + "7": { + "Dice": 0.6408521981380714, + "FN": 16954, + "FP": 18885, + "IoU": 0.471510307606099, + "TN": 1158810, + "TP": 31975, + "n_pred": 50860, + "n_ref": 48929 + }, + "8": { + "Dice": 0.9425032839181835, + "FN": 1973, + "FP": 1091, + "IoU": 0.8912588281222273, + "TN": 1198447, + "TP": 25113, + "n_pred": 26204, + "n_ref": 27086 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9239298373170953, + "FN": 224, + "FP": 613, + "IoU": 0.8586148648648648, + "TN": 1045472, + "TP": 5083, + "n_pred": 5696, + "n_ref": 5307 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9266006867299535, + "FN": 1662, + "FP": 1972, + "IoU": 0.8632395002258016, + "TN": 1024820, + "TP": 22938, + "n_pred": 24910, + "n_ref": 24600 + }, + "15": { + "Dice": 0.8707511106519269, + "FN": 4520, + "FP": 2986, + "IoU": 0.7710887465690759, + "TN": 1018602, + "TP": 25284, + "n_pred": 28270, + "n_ref": 29804 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 331, + "IoU": 0.0, + "TN": 1051061, + "TP": 0, + "n_pred": 331, + "n_ref": 0 + }, + "3": { + "Dice": 0.9497424585261578, + "FN": 1660, + "FP": 7180, + "IoU": 0.9042948239089719, + "TN": 959025, + "TP": 83527, + "n_pred": 90707, + "n_ref": 85187 + }, + "4": { + "Dice": 0.647763074984247, + "FN": 559, + "FP": 0, + "IoU": 0.4790307548928239, + "TN": 1050319, + "TP": 514, + "n_pred": 514, + "n_ref": 1073 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.579950289975145, + "FN": 492, + "FP": 15, + "IoU": 0.40840140023337224, + "TN": 1050535, + "TP": 350, + "n_pred": 365, + "n_ref": 842 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 115, + "IoU": 0.0, + "TN": 1051277, + "TP": 0, + "n_pred": 115, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9545558882490066, + "FN": 8081, + "FP": 828, + "IoU": 0.9130625707482728, + "TN": 948916, + "TP": 93567, + "n_pred": 94395, + "n_ref": 101648 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2126, + "IoU": 0.0, + "TN": 1049266, + "TP": 0, + "n_pred": 2126, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8658008658008658, + "FN": 425, + "FP": 40, + "IoU": 0.7633587786259542, + "TN": 1049427, + "TP": 1500, + "n_pred": 1540, + "n_ref": 1925 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.967589593563891, + "FN": 388, + "FP": 2714, + "IoU": 0.9372141035501761, + "TN": 1177218, + "TP": 46304, + "n_pred": 49018, + "n_ref": 46692 + }, + "10": { + "Dice": 0.7130894667254297, + "FN": 608, + "FP": 43, + "IoU": 0.5541095890410959, + "TN": 1225164, + "TP": 809, + "n_pred": 852, + "n_ref": 1417 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7119341563786008, + "FN": 1327, + "FP": 73, + "IoU": 0.5527156549520766, + "TN": 1223494, + "TP": 1730, + "n_pred": 1803, + "n_ref": 3057 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.751447612804545, + "FN": 11191, + "FP": 184, + "IoU": 0.6018550927546378, + "TN": 1198054, + "TP": 17195, + "n_pred": 17379, + "n_ref": 28386 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1087, + "IoU": 0.0, + "TN": 1225537, + "TP": 0, + "n_pred": 1087, + "n_ref": 0 + }, + "2": { + "Dice": 0.923684300200075, + "FN": 14828, + "FP": 849, + "IoU": 0.8581908638625056, + "TN": 1116074, + "TP": 94873, + "n_pred": 95722, + "n_ref": 109701 + }, + "3": { + "Dice": 0.9352457032195595, + "FN": 3153, + "FP": 7547, + "IoU": 0.878367625326816, + "TN": 1138654, + "TP": 77270, + "n_pred": 84817, + "n_ref": 80423 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9375857467721626, + "FN": 471, + "FP": 6171, + "IoU": 0.8825048646736247, + "TN": 1170094, + "TP": 49888, + "n_pred": 56059, + "n_ref": 50359 + }, + "7": { + "Dice": 0.9685132831214796, + "FN": 2084, + "FP": 834, + "IoU": 0.9389488660138924, + "TN": 1178828, + "TP": 44878, + "n_pred": 45712, + "n_ref": 46962 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.29405346426623025, + "FN": 4, + "FP": 2584, + "IoU": 0.17236968340262232, + "TN": 1048265, + "TP": 539, + "n_pred": 3123, + "n_ref": 543 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 634, + "FP": 0, + "IoU": 0.0, + "TN": 1050758, + "TP": 0, + "n_pred": 0, + "n_ref": 634 + }, + "12": { + "Dice": 0.7687687687687688, + "FN": 123, + "FP": 31, + "IoU": 0.624390243902439, + "TN": 1050982, + "TP": 256, + "n_pred": 287, + "n_ref": 379 + }, + "13": { + "Dice": 0.20512820512820512, + "FN": 186, + "FP": 0, + "IoU": 0.11428571428571428, + "TN": 1051182, + "TP": 24, + "n_pred": 24, + "n_ref": 210 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 758, + "IoU": 0.0, + "TN": 1050634, + "TP": 0, + "n_pred": 758, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9742647058823529, + "FN": 2, + "FP": 12, + "IoU": 0.9498207885304659, + "TN": 1051113, + "TP": 265, + "n_pred": 277, + "n_ref": 267 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 215, + "FP": 0, + "IoU": 0.0, + "TN": 1051177, + "TP": 0, + "n_pred": 0, + "n_ref": 215 + }, + "6": { + "Dice": 0.8113010675014046, + "FN": 2067, + "FP": 284, + "IoU": 0.6825118163403106, + "TN": 1043987, + "TP": 5054, + "n_pred": 5338, + "n_ref": 7121 + }, + "7": { + "Dice": 0.6118836915297092, + "FN": 3014, + "FP": 56, + "IoU": 0.4408014571948998, + "TN": 1045902, + "TP": 2420, + "n_pred": 2476, + "n_ref": 5434 + }, + "8": { + "Dice": 0.970546190155091, + "FN": 1026, + "FP": 1158, + "IoU": 0.9427777923336914, + "TN": 1013225, + "TP": 35983, + "n_pred": 37141, + "n_ref": 37009 + }, + "9": { + "Dice": 0.7921696574225122, + "FN": 705, + "FP": 2480, + "IoU": 0.655861696380335, + "TN": 1042137, + "TP": 6070, + "n_pred": 8550, + "n_ref": 6775 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8126337880377754, + "FN": 4650, + "FP": 4278, + "IoU": 0.6844002969352045, + "TN": 1198335, + "TP": 19361, + "n_pred": 23639, + "n_ref": 24011 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 75, + "FP": 0, + "IoU": 0.0, + "TN": 1226549, + "TP": 0, + "n_pred": 0, + "n_ref": 75 + }, + "13": { + "Dice": 0.6177562674451359, + "FN": 12903, + "FP": 2024, + "IoU": 0.4469228204083145, + "TN": 1199635, + "TP": 12062, + "n_pred": 14086, + "n_ref": 24965 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9372224743936374, + "FN": 7737, + "FP": 1806, + "IoU": 0.8818613979053703, + "TN": 1145846, + "TP": 71235, + "n_pred": 73041, + "n_ref": 78972 + }, + "3": { + "Dice": 0.9444492440604751, + "FN": 363, + "FP": 280, + "IoU": 0.8947454575216893, + "TN": 1220515, + "TP": 5466, + "n_pred": 5746, + "n_ref": 5829 + }, + "4": { + "Dice": 0.11912225705329153, + "FN": 186, + "FP": 95, + "IoU": 0.06333333333333334, + "TN": 1226324, + "TP": 19, + "n_pred": 114, + "n_ref": 205 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.967255552972339, + "FN": 7831, + "FP": 4704, + "IoU": 0.9365875127735565, + "TN": 1028950, + "TP": 185139, + "n_pred": 189843, + "n_ref": 192970 + }, + "7": { + "Dice": 0.7086204811993713, + "FN": 1985, + "FP": 2835, + "IoU": 0.5487313921917424, + "TN": 1215943, + "TP": 5861, + "n_pred": 8696, + "n_ref": 7846 + }, + "8": { + "Dice": 0.900157327847029, + "FN": 424, + "FP": 1226, + "IoU": 0.8184419014084507, + "TN": 1217536, + "TP": 7438, + "n_pred": 8664, + "n_ref": 7862 + }, + "9": { + "Dice": 0.9139897823500595, + "FN": 1165, + "FP": 64, + "IoU": 0.8416032993942518, + "TN": 1218865, + "TP": 6530, + "n_pred": 6594, + "n_ref": 7695 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.46367059200512695, + "FN": 187360, + "FP": 100, + "IoU": 0.30180415058921684, + "TN": 958132, + "TP": 81032, + "n_pred": 81132, + "n_ref": 268392 + }, + "10": { + "Dice": 0.8747803600437623, + "FN": 2636, + "FP": 1141, + "IoU": 0.777430760164997, + "TN": 1209654, + "TP": 13193, + "n_pred": 14334, + "n_ref": 15829 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7444909029268844, + "FN": 1799, + "FP": 462, + "IoU": 0.592979297929793, + "TN": 1221069, + "TP": 3294, + "n_pred": 3756, + "n_ref": 5093 + }, + "13": { + "Dice": 0.9333333333333333, + "FN": 53, + "FP": 79, + "IoU": 0.875, + "TN": 1225568, + "TP": 924, + "n_pred": 1003, + "n_ref": 977 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 8, + "FP": 7, + "IoU": 0.0, + "TN": 1226609, + "TP": 0, + "n_pred": 7, + "n_ref": 8 + }, + "3": { + "Dice": 0.9773265512057497, + "FN": 852, + "FP": 249, + "IoU": 0.9556584776480065, + "TN": 1201794, + "TP": 23729, + "n_pred": 23978, + "n_ref": 24581 + }, + "4": { + "Dice": 0.9106626685036605, + "FN": 1598, + "FP": 1709, + "IoU": 0.8359785735542109, + "TN": 1206462, + "TP": 16855, + "n_pred": 18564, + "n_ref": 18453 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6816159297736973, + "FN": 3665, + "FP": 186097, + "IoU": 0.5170086207554806, + "TN": 833735, + "TP": 203127, + "n_pred": 389224, + "n_ref": 206792 + }, + "7": { + "Dice": 0.8657718120805369, + "FN": 24, + "FP": 16, + "IoU": 0.7633136094674556, + "TN": 1226455, + "TP": 129, + "n_pred": 145, + "n_ref": 153 + }, + "8": { + "Dice": 0.9674135388421102, + "FN": 605, + "FP": 80, + "IoU": 0.936883810927854, + "TN": 1215771, + "TP": 10168, + "n_pred": 10248, + "n_ref": 10773 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.601157165892061, + "FN": 3804, + "FP": 4606, + "IoU": 0.4297531868727963, + "TN": 1036644, + "TP": 6338, + "n_pred": 10944, + "n_ref": 10142 + }, + "6": { + "Dice": 0.9154823710385093, + "FN": 2581, + "FP": 2254, + "IoU": 0.8441378421069597, + "TN": 1020371, + "TP": 26186, + "n_pred": 28440, + "n_ref": 28767 + }, + "7": { + "Dice": 0.8374672760349647, + "FN": 2898, + "FP": 11754, + "IoU": 0.720381679389313, + "TN": 998992, + "TP": 37748, + "n_pred": 49502, + "n_ref": 40646 + }, + "8": { + "Dice": 0.9641726618705035, + "FN": 630, + "FP": 864, + "IoU": 0.930823725517433, + "TN": 1029795, + "TP": 20103, + "n_pred": 20967, + "n_ref": 20733 + }, + "9": { + "Dice": 0.8790547798066595, + "FN": 86, + "FP": 1040, + "IoU": 0.7842085090072825, + "TN": 1046174, + "TP": 4092, + "n_pred": 5132, + "n_ref": 4178 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7691283793087621, + "FN": 5156, + "FP": 4904, + "IoU": 0.6248648245515904, + "TN": 849343, + "TP": 16757, + "n_pred": 21661, + "n_ref": 21913 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7524752475247525, + "FN": 136, + "FP": 89, + "IoU": 0.6031746031746031, + "TN": 875593, + "TP": 342, + "n_pred": 431, + "n_ref": 478 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 876143, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8842994171370875, + "FN": 1186, + "FP": 1335, + "IoU": 0.7925956396544632, + "TN": 864005, + "TP": 9634, + "n_pred": 10969, + "n_ref": 10820 + }, + "6": { + "Dice": 0.9090738406244133, + "FN": 3417, + "FP": 3363, + "IoU": 0.8333046492759324, + "TN": 835487, + "TP": 33893, + "n_pred": 37256, + "n_ref": 37310 + }, + "7": { + "Dice": 0.7689549819179449, + "FN": 9307, + "FP": 5515, + "IoU": 0.6246359561374629, + "TN": 836673, + "TP": 24665, + "n_pred": 30180, + "n_ref": 33972 + }, + "8": { + "Dice": 0.9762550473091063, + "FN": 941, + "FP": 635, + "IoU": 0.9536115853299582, + "TN": 842186, + "TP": 32398, + "n_pred": 33033, + "n_ref": 33339 + }, + "9": { + "Dice": 0.8753332287909675, + "FN": 849, + "FP": 2331, + "IoU": 0.7783045175683212, + "TN": 861816, + "TP": 11164, + "n_pred": 13495, + "n_ref": 12013 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7906012439530062, + "FN": 613, + "FP": 296, + "IoU": 0.6537142857142857, + "TN": 1048767, + "TP": 1716, + "n_pred": 2012, + "n_ref": 2329 + }, + "10": { + "Dice": 0.0, + "FN": 648, + "FP": 0, + "IoU": 0.0, + "TN": 1050744, + "TP": 0, + "n_pred": 0, + "n_ref": 648 + }, + "11": { + "Dice": 0.798753030827849, + "FN": 375, + "FP": 787, + "IoU": 0.6649365628604383, + "TN": 1047924, + "TP": 2306, + "n_pred": 3093, + "n_ref": 2681 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9230100043497173, + "FN": 340, + "FP": 368, + "IoU": 0.8570274636510501, + "TN": 1046440, + "TP": 4244, + "n_pred": 4612, + "n_ref": 4584 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9574887864728641, + "FN": 2750, + "FP": 2766, + "IoU": 0.9184445922968877, + "TN": 983757, + "TP": 62119, + "n_pred": 64885, + "n_ref": 64869 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 874, + "IoU": 0.0, + "TN": 1050518, + "TP": 0, + "n_pred": 874, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6407024669971926, + "FN": 1842, + "FP": 4173, + "IoU": 0.47134821585515907, + "TN": 1040014, + "TP": 5363, + "n_pred": 9536, + "n_ref": 7205 + }, + "6": { + "Dice": 0.8291083119754151, + "FN": 10600, + "FP": 31607, + "IoU": 0.7080999211585542, + "TN": 906798, + "TP": 102387, + "n_pred": 133994, + "n_ref": 112987 + }, + "7": { + "Dice": 0.0, + "FN": 480, + "FP": 34359, + "IoU": 0.0, + "TN": 1016553, + "TP": 0, + "n_pred": 34359, + "n_ref": 480 + }, + "8": { + "Dice": 0.9705500941225685, + "FN": 1265, + "FP": 143, + "IoU": 0.9427851599008493, + "TN": 1026783, + "TP": 23201, + "n_pred": 23344, + "n_ref": 24466 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.40829282809245115, + "FN": 1621, + "FP": 4344, + "IoU": 0.25651252648635176, + "TN": 1218601, + "TP": 2058, + "n_pred": 6402, + "n_ref": 3679 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6347923548843795, + "FN": 6780, + "FP": 5602, + "IoU": 0.4649786112431405, + "TN": 1203481, + "TP": 10761, + "n_pred": 16363, + "n_ref": 17541 + }, + "14": { + "Dice": 0.4386620022797846, + "FN": 11744, + "FP": 2537, + "IoU": 0.28095262071396204, + "TN": 1206763, + "TP": 5580, + "n_pred": 8117, + "n_ref": 17324 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2492, + "IoU": 0.0, + "TN": 1224132, + "TP": 0, + "n_pred": 2492, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7907262398280362, + "FN": 112, + "FP": 1251, + "IoU": 0.6538852209243271, + "TN": 1222686, + "TP": 2575, + "n_pred": 3826, + "n_ref": 2687 + }, + "5": { + "Dice": 0.0, + "FN": 12, + "FP": 0, + "IoU": 0.0, + "TN": 1226612, + "TP": 0, + "n_pred": 0, + "n_ref": 12 + }, + "6": { + "Dice": 0.0, + "FN": 516, + "FP": 254, + "IoU": 0.0, + "TN": 1225854, + "TP": 0, + "n_pred": 254, + "n_ref": 516 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 1226601, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "8": { + "Dice": 0.9583268542994868, + "FN": 1040, + "FP": 32, + "IoU": 0.9199880579190924, + "TN": 1213226, + "TP": 12326, + "n_pred": 12358, + "n_ref": 13366 + }, + "9": { + "Dice": 0.761166087189088, + "FN": 1263, + "FP": 3202, + "IoU": 0.6144214162348878, + "TN": 1215044, + "TP": 7115, + "n_pred": 10317, + "n_ref": 8378 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.980861794983994, + "FN": 423, + "FP": 1239, + "IoU": 0.9624423754858538, + "TN": 831908, + "TP": 42590, + "n_pred": 43829, + "n_ref": 43013 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9778117048346056, + "FN": 117, + "FP": 319, + "IoU": 0.956586677287663, + "TN": 866117, + "TP": 9607, + "n_pred": 9926, + "n_ref": 9724 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.976776352481874, + "FN": 1734, + "FP": 348, + "IoU": 0.9546068983560807, + "TN": 830294, + "TP": 43784, + "n_pred": 44132, + "n_ref": 45518 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9569521523923804, + "FN": 188, + "FP": 99, + "IoU": 0.9174575783721599, + "TN": 1047915, + "TP": 3190, + "n_pred": 3289, + "n_ref": 3378 + }, + "10": { + "Dice": 0.8137395730954361, + "FN": 4157, + "FP": 3234, + "IoU": 0.6859704282800816, + "TN": 1027856, + "TP": 16145, + "n_pred": 19379, + "n_ref": 20302 + }, + "11": { + "Dice": 0.6122448979591837, + "FN": 30, + "FP": 8, + "IoU": 0.4411764705882353, + "TN": 1051324, + "TP": 30, + "n_pred": 38, + "n_ref": 60 + }, + "12": { + "Dice": 0.0, + "FN": 20, + "FP": 0, + "IoU": 0.0, + "TN": 1051372, + "TP": 0, + "n_pred": 0, + "n_ref": 20 + }, + "13": { + "Dice": 0.754417280038507, + "FN": 6329, + "FP": 5916, + "IoU": 0.6056741699674749, + "TN": 1020339, + "TP": 18808, + "n_pred": 24724, + "n_ref": 25137 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 477, + "IoU": 0.0, + "TN": 1050915, + "TP": 0, + "n_pred": 477, + "n_ref": 0 + }, + "3": { + "Dice": 0.9727973935742183, + "FN": 1552, + "FP": 1220, + "IoU": 0.947035558018228, + "TN": 999055, + "TP": 49565, + "n_pred": 50785, + "n_ref": 51117 + }, + "4": { + "Dice": 0.917358114835712, + "FN": 443, + "FP": 304, + "IoU": 0.8473329245861435, + "TN": 1046499, + "TP": 4146, + "n_pred": 4450, + "n_ref": 4589 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9670383586083854, + "FN": 988, + "FP": 4924, + "IoU": 0.9361803186666091, + "TN": 958756, + "TP": 86724, + "n_pred": 91648, + "n_ref": 87712 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 287, + "IoU": 0.0, + "TN": 1051105, + "TP": 0, + "n_pred": 287, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9816779170684667, + "FN": 424, + "FP": 184, + "IoU": 0.9640151515151515, + "TN": 1034496, + "TP": 16288, + "n_pred": 16472, + "n_ref": 16712 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 318, + "IoU": 0.0, + "TN": 1051074, + "TP": 0, + "n_pred": 318, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 207, + "IoU": 0.0, + "TN": 1226417, + "TP": 0, + "n_pred": 207, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2085, + "IoU": 0.0, + "TN": 1224539, + "TP": 0, + "n_pred": 2085, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 3493, + "IoU": 0.0, + "TN": 1223131, + "TP": 0, + "n_pred": 3493, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 1226605, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9026891991182954, + "FN": 1396, + "FP": 1915, + "IoU": 0.8226376687379473, + "TN": 1207956, + "TP": 15357, + "n_pred": 17272, + "n_ref": 16753 + }, + "6": { + "Dice": 0.9525017658675815, + "FN": 512, + "FP": 2783, + "IoU": 0.9093110945971982, + "TN": 1190291, + "TP": 33038, + "n_pred": 35821, + "n_ref": 33550 + }, + "7": { + "Dice": 0.0, + "FN": 62, + "FP": 23540, + "IoU": 0.0, + "TN": 1203022, + "TP": 0, + "n_pred": 23540, + "n_ref": 62 + }, + "8": { + "Dice": 0.9722474811770269, + "FN": 1114, + "FP": 412, + "IoU": 0.9459937712344281, + "TN": 1198368, + "TP": 26730, + "n_pred": 27142, + "n_ref": 27844 + }, + "9": { + "Dice": 0.9294936892499638, + "FN": 202, + "FP": 770, + "IoU": 0.8682748339883453, + "TN": 1219245, + "TP": 6407, + "n_pred": 7177, + "n_ref": 6609 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 6316, + "IoU": 0.0, + "TN": 1395540, + "TP": 0, + "n_pred": 6316, + "n_ref": 0 + }, + "10": { + "Dice": 0.8809031044214487, + "FN": 800, + "FP": 466, + "IoU": 0.7871553463349025, + "TN": 1395908, + "TP": 4682, + "n_pred": 5148, + "n_ref": 5482 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8444969615124915, + "FN": 7821, + "FP": 1391, + "IoU": 0.7308478934143634, + "TN": 1367630, + "TP": 25014, + "n_pred": 26405, + "n_ref": 32835 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 1401839, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 16544, + "FP": 0, + "IoU": 0.0, + "TN": 1385312, + "TP": 0, + "n_pred": 0, + "n_ref": 16544 + }, + "3": { + "Dice": 0.0007618080243778568, + "FN": 2, + "FP": 15738, + "IoU": 0.00038104915534103897, + "TN": 1386110, + "TP": 6, + "n_pred": 15744, + "n_ref": 8 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 1401847, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "5": { + "Dice": 0.4554044232166961, + "FN": 25282, + "FP": 943, + "IoU": 0.29483732186071526, + "TN": 1364666, + "TP": 10965, + "n_pred": 11908, + "n_ref": 36247 + }, + "6": { + "Dice": 0.7955217230321249, + "FN": 10657, + "FP": 21926, + "IoU": 0.6604699630073464, + "TN": 1305891, + "TP": 63382, + "n_pred": 85308, + "n_ref": 74039 + }, + "7": { + "Dice": 0.12987678659438148, + "FN": 1103, + "FP": 43034, + "IoU": 0.06944825114376674, + "TN": 1354425, + "TP": 3294, + "n_pred": 46328, + "n_ref": 4397 + }, + "8": { + "Dice": 0.9475331091745008, + "FN": 2761, + "FP": 1062, + "IoU": 0.9002973085750052, + "TN": 1363512, + "TP": 34521, + "n_pred": 35583, + "n_ref": 37282 + }, + "9": { + "Dice": 0.9532169478226755, + "FN": 2264, + "FP": 598, + "IoU": 0.9106155720041226, + "TN": 1369837, + "TP": 29157, + "n_pred": 29755, + "n_ref": 31421 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9102079395085066, + "FN": 82, + "FP": 108, + "IoU": 0.8352124891587164, + "TN": 1400703, + "TP": 963, + "n_pred": 1071, + "n_ref": 1045 + }, + "10": { + "Dice": 0.7602885718970323, + "FN": 2274, + "FP": 650, + "IoU": 0.6132786668430101, + "TN": 1394295, + "TP": 4637, + "n_pred": 5287, + "n_ref": 6911 + }, + "11": { + "Dice": 0.7642942030899247, + "FN": 740, + "FP": 1045, + "IoU": 0.6185082282539004, + "TN": 1397177, + "TP": 2894, + "n_pred": 3939, + "n_ref": 3634 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7300820316889538, + "FN": 1391, + "FP": 3413, + "IoU": 0.574904875674719, + "TN": 1390555, + "TP": 6497, + "n_pred": 9910, + "n_ref": 7888 + }, + "14": { + "Dice": 0.6177297840281266, + "FN": 13446, + "FP": 16998, + "IoU": 0.44689509828857965, + "TN": 1346814, + "TP": 24598, + "n_pred": 41596, + "n_ref": 38044 + }, + "15": { + "Dice": 0.9251950794985626, + "FN": 474, + "FP": 3351, + "IoU": 0.8608027948615307, + "TN": 1374377, + "TP": 23654, + "n_pred": 27005, + "n_ref": 24128 + }, + "2": { + "Dice": 0.8824983265537305, + "FN": 477, + "FP": 4087, + "IoU": 0.7897064921900198, + "TN": 1380153, + "TP": 17139, + "n_pred": 21226, + "n_ref": 17616 + }, + "3": { + "Dice": 0.9242770293380999, + "FN": 5973, + "FP": 890, + "IoU": 0.8592147370148518, + "TN": 1353108, + "TP": 41885, + "n_pred": 42775, + "n_ref": 47858 + }, + "4": { + "Dice": 0.8863636363636364, + "FN": 703, + "FP": 87, + "IoU": 0.7959183673469388, + "TN": 1397985, + "TP": 3081, + "n_pred": 3168, + "n_ref": 3784 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9747913172272411, + "FN": 5498, + "FP": 4782, + "IoU": 0.9508223385221826, + "TN": 1192818, + "TP": 198758, + "n_pred": 203540, + "n_ref": 204256 + }, + "7": { + "Dice": 0.9859017112926609, + "FN": 622, + "FP": 3297, + "IoU": 0.9721954195873656, + "TN": 1260908, + "TP": 137029, + "n_pred": 140326, + "n_ref": 137651 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8759432189424383, + "FN": 925, + "FP": 3366, + "IoU": 0.7792695473251029, + "TN": 1382416, + "TP": 15149, + "n_pred": 18515, + "n_ref": 16074 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 8, + "FP": 5452, + "IoU": 0.0, + "TN": 1571628, + "TP": 0, + "n_pred": 5452, + "n_ref": 8 + }, + "10": { + "Dice": 0.8378810147613266, + "FN": 2419, + "FP": 10266, + "IoU": 0.7209941713405916, + "TN": 1531623, + "TP": 32780, + "n_pred": 43046, + "n_ref": 35199 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.687718576424604, + "FN": 2751, + "FP": 285, + "IoU": 0.5240633328107854, + "TN": 1570709, + "TP": 3343, + "n_pred": 3628, + "n_ref": 6094 + }, + "13": { + "Dice": 0.6319897278380624, + "FN": 14190, + "FP": 427, + "IoU": 0.46197732626619553, + "TN": 1549920, + "TP": 12551, + "n_pred": 12978, + "n_ref": 26741 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 284, + "IoU": 0.0, + "TN": 1576804, + "TP": 0, + "n_pred": 284, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 14528, + "IoU": 0.0, + "TN": 1562560, + "TP": 0, + "n_pred": 14528, + "n_ref": 0 + }, + "3": { + "Dice": 0.933027171833142, + "FN": 2039, + "FP": 61, + "IoU": 0.8744619799139168, + "TN": 1560360, + "TP": 14628, + "n_pred": 14689, + "n_ref": 16667 + }, + "4": { + "Dice": 0.007374204742625796, + "FN": 13705, + "FP": 25, + "IoU": 0.0037007474058486324, + "TN": 1563307, + "TP": 51, + "n_pred": 76, + "n_ref": 13756 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6760224187757247, + "FN": 8007, + "FP": 36387, + "IoU": 0.5105995965208189, + "TN": 1486377, + "TP": 46317, + "n_pred": 82704, + "n_ref": 54324 + }, + "7": { + "Dice": 9.066388630748657e-05, + "FN": 4446, + "FP": 39669, + "IoU": 4.533399823197407e-05, + "TN": 1532971, + "TP": 2, + "n_pred": 39671, + "n_ref": 4448 + }, + "8": { + "Dice": 0.9590345542827512, + "FN": 549, + "FP": 320, + "IoU": 0.9212933611085953, + "TN": 1566047, + "TP": 10172, + "n_pred": 10492, + "n_ref": 10721 + }, + "9": { + "Dice": 0.9260273972602739, + "FN": 311, + "FP": 283, + "IoU": 0.8622448979591837, + "TN": 1572776, + "TP": 3718, + "n_pred": 4001, + "n_ref": 4029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9854366658862094, + "FN": 1798, + "FP": 379, + "IoU": 0.9712914243515185, + "TN": 1326025, + "TP": 73654, + "n_pred": 74033, + "n_ref": 75452 + }, + "10": { + "Dice": 0.6845766473199044, + "FN": 9623, + "FP": 5159, + "IoU": 0.5204230607014243, + "TN": 1371033, + "TP": 16041, + "n_pred": 21200, + "n_ref": 25664 + }, + "11": { + "Dice": 0.7332077840552417, + "FN": 65, + "FP": 360, + "IoU": 0.578790882061447, + "TN": 1400847, + "TP": 584, + "n_pred": 944, + "n_ref": 649 + }, + "12": { + "Dice": 0.677037037037037, + "FN": 786, + "FP": 86, + "IoU": 0.5117581187010078, + "TN": 1400070, + "TP": 914, + "n_pred": 1000, + "n_ref": 1700 + }, + "13": { + "Dice": 0.7795157780195865, + "FN": 7065, + "FP": 2661, + "IoU": 0.6386938593558453, + "TN": 1374937, + "TP": 17193, + "n_pred": 19854, + "n_ref": 24258 + }, + "14": { + "Dice": 0.9579999015699592, + "FN": 2448, + "FP": 1819, + "IoU": 0.9193856152349285, + "TN": 1348925, + "TP": 48664, + "n_pred": 50483, + "n_ref": 51112 + }, + "15": { + "Dice": 0.9013661612370515, + "FN": 1971, + "FP": 0, + "IoU": 0.8204427439191035, + "TN": 1390879, + "TP": 9006, + "n_pred": 9006, + "n_ref": 10977 + }, + "2": { + "Dice": 0.9619675456389453, + "FN": 2043, + "FP": 2607, + "IoU": 0.9267220322423058, + "TN": 1338399, + "TP": 58807, + "n_pred": 61414, + "n_ref": 60850 + }, + "3": { + "Dice": 0.9619407321324811, + "FN": 538, + "FP": 510, + "IoU": 0.9266722642037504, + "TN": 1387564, + "TP": 13244, + "n_pred": 13754, + "n_ref": 13782 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9587961423345527, + "FN": 1048, + "FP": 1430, + "IoU": 0.9208534287265643, + "TN": 1370547, + "TP": 28831, + "n_pred": 30261, + "n_ref": 29879 + }, + "7": { + "Dice": 0.9443358829769416, + "FN": 805, + "FP": 2186, + "IoU": 0.8945419928072773, + "TN": 1373494, + "TP": 25371, + "n_pred": 27557, + "n_ref": 26176 + }, + "8": { + "Dice": 0.9369144010708095, + "FN": 1476, + "FP": 1399, + "IoU": 0.8813160501981506, + "TN": 1377632, + "TP": 21349, + "n_pred": 22748, + "n_ref": 22825 + }, + "9": { + "Dice": 0.9122483042721687, + "FN": 1229, + "FP": 1242, + "IoU": 0.8386549134835128, + "TN": 1386541, + "TP": 12844, + "n_pred": 14086, + "n_ref": 14073 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9809069212410502, + "FN": 89, + "FP": 103, + "IoU": 0.9625292740046838, + "TN": 1221500, + "TP": 4932, + "n_pred": 5035, + "n_ref": 5021 + }, + "10": { + "Dice": 0.7245168624478969, + "FN": 1021, + "FP": 433, + "IoU": 0.5680332739156269, + "TN": 1223258, + "TP": 1912, + "n_pred": 2345, + "n_ref": 2933 + }, + "11": { + "Dice": 0.663089649005142, + "FN": 378, + "FP": 1129, + "IoU": 0.4959866220735786, + "TN": 1223634, + "TP": 1483, + "n_pred": 2612, + "n_ref": 1861 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9007251812953239, + "FN": 952, + "FP": 239, + "IoU": 0.8193812556869882, + "TN": 1220030, + "TP": 5403, + "n_pred": 5642, + "n_ref": 6355 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9290273869174274, + "FN": 621, + "FP": 1447, + "IoU": 0.8674613856309684, + "TN": 1211021, + "TP": 13535, + "n_pred": 14982, + "n_ref": 14156 + }, + "3": { + "Dice": 0.9524189815865179, + "FN": 3276, + "FP": 1967, + "IoU": 0.9091602127622711, + "TN": 1168907, + "TP": 52474, + "n_pred": 54441, + "n_ref": 55750 + }, + "4": { + "Dice": 0.0, + "FN": 81, + "FP": 0, + "IoU": 0.0, + "TN": 1226543, + "TP": 0, + "n_pred": 0, + "n_ref": 81 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9726677095859894, + "FN": 6270, + "FP": 1435, + "IoU": 0.9467897764549077, + "TN": 1081821, + "TP": 137098, + "n_pred": 138533, + "n_ref": 143368 + }, + "7": { + "Dice": 0.724561403508772, + "FN": 197, + "FP": 117, + "IoU": 0.5680880330123796, + "TN": 1225897, + "TP": 413, + "n_pred": 530, + "n_ref": 610 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7987830000316927, + "FN": 2072, + "FP": 4277, + "IoU": 0.6649781014194501, + "TN": 1207673, + "TP": 12602, + "n_pred": 16879, + "n_ref": 14674 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9747138604035727, + "FN": 1342, + "FP": 569, + "IoU": 0.9506749606380508, + "TN": 1187881, + "TP": 36832, + "n_pred": 37401, + "n_ref": 38174 + }, + "10": { + "Dice": 0.6998191681735986, + "FN": 6803, + "FP": 2493, + "IoU": 0.5382475660639777, + "TN": 1206492, + "TP": 10836, + "n_pred": 13329, + "n_ref": 17639 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9650449652060947, + "FN": 2676, + "FP": 795, + "IoU": 0.9324511044079011, + "TN": 1175239, + "TP": 47914, + "n_pred": 48709, + "n_ref": 50590 + }, + "3": { + "Dice": 0.9623511333077218, + "FN": 918, + "FP": 258, + "IoU": 0.9274342835986672, + "TN": 1210418, + "TP": 15030, + "n_pred": 15288, + "n_ref": 15948 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.956440734806424, + "FN": 824, + "FP": 1514, + "IoU": 0.9165178890237806, + "TN": 1198618, + "TP": 25668, + "n_pred": 27182, + "n_ref": 26492 + }, + "7": { + "Dice": 0.7641737502924433, + "FN": 878, + "FP": 17266, + "IoU": 0.6183504764308702, + "TN": 1179083, + "TP": 29397, + "n_pred": 46663, + "n_ref": 30275 + }, + "8": { + "Dice": 0.8327803583278036, + "FN": 500, + "FP": 4, + "IoU": 0.7134735645252984, + "TN": 1224865, + "TP": 1255, + "n_pred": 1259, + "n_ref": 1755 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0400.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1420, + "IoU": 0.0, + "TN": 1049972, + "TP": 0, + "n_pred": 1420, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.6127814189620941, + "FN": 1822.4911111111112, + "FP": 1415.3755555555558, + "IoU": 0.5322106946039058, + "TN": 1143351.2733333332, + "TP": 9942.06, + "n_pred": 11357.435555555558, + "n_ref": 11764.55111111111 + }, + "mean": { + "1": { + "Dice": 0.7310440573743192, + "FN": 458.1333333333333, + "FP": 565.5, + "IoU": 0.6764252687933796, + "TN": 1142107.0333333334, + "TP": 13400.533333333333, + "n_pred": 13966.033333333333, + "n_ref": 13858.666666666666 + }, + "10": { + "Dice": 0.6429019631155516, + "FN": 2823.4, + "FP": 3318.0, + "IoU": 0.5178359517269832, + "TN": 1141119.6666666667, + "TP": 9270.133333333333, + "n_pred": 12588.133333333333, + "n_ref": 12093.533333333333 + }, + "11": { + "Dice": 0.4423772554848366, + "FN": 234.26666666666668, + "FP": 154.43333333333334, + "IoU": 0.341828065145205, + "TN": 1155658.1, + "TP": 484.4, + "n_pred": 638.8333333333334, + "n_ref": 718.6666666666666 + }, + "12": { + "Dice": 0.4473636626515434, + "FN": 299.8666666666667, + "FP": 199.4, + "IoU": 0.3356267226216697, + "TN": 1155644.7333333334, + "TP": 387.2, + "n_pred": 586.6, + "n_ref": 687.0666666666667 + }, + "13": { + "Dice": 0.5110782573464923, + "FN": 2020.4666666666667, + "FP": 2994.4666666666667, + "IoU": 0.40780900653070723, + "TN": 1145413.9, + "TP": 6102.366666666667, + "n_pred": 9096.833333333334, + "n_ref": 8122.833333333333 + }, + "14": { + "Dice": 0.3993926418386181, + "FN": 228.2, + "FP": 959.1333333333333, + "IoU": 0.3577548895800797, + "TN": 1152208.0, + "TP": 3135.866666666667, + "n_pred": 4095.0, + "n_ref": 3364.0666666666666 + }, + "15": { + "Dice": 0.4377289448278984, + "FN": 4226.4, + "FP": 584.7, + "IoU": 0.36793925666154503, + "TN": 1146441.7333333334, + "TP": 5278.366666666667, + "n_pred": 5863.066666666667, + "n_ref": 9504.766666666666 + }, + "2": { + "Dice": 0.7468766658392568, + "FN": 625.0, + "FP": 2819.233333333333, + "IoU": 0.6978439206406093, + "TN": 1141685.8333333333, + "TP": 11401.133333333333, + "n_pred": 14220.366666666667, + "n_ref": 12026.133333333333 + }, + "3": { + "Dice": 0.6273098616868507, + "FN": 2426.5666666666666, + "FP": 490.2, + "IoU": 0.5776019217696748, + "TN": 1144076.9666666666, + "TP": 9537.466666666667, + "n_pred": 10027.666666666666, + "n_ref": 11964.033333333333 + }, + "4": { + "Dice": 0.3333315209890915, + "FN": 1028.5666666666666, + "FP": 702.2666666666667, + "IoU": 0.267668262027613, + "TN": 1153200.3333333333, + "TP": 1600.0333333333333, + "n_pred": 2302.3, + "n_ref": 2628.6 + }, + "5": { + "Dice": 0.6986003744134897, + "FN": 452.1333333333333, + "FP": 416.93333333333334, + "IoU": 0.5661780200794231, + "TN": 1154180.7, + "TP": 1481.4333333333334, + "n_pred": 1898.3666666666666, + "n_ref": 1933.5666666666666 + }, + "6": { + "Dice": 0.8388922721078345, + "FN": 4072.3333333333335, + "FP": 2880.8333333333335, + "IoU": 0.7740975058939469, + "TN": 1096251.9, + "TP": 53326.13333333333, + "n_pred": 56206.96666666667, + "n_ref": 57398.46666666667 + }, + "7": { + "Dice": 0.6026370228070397, + "FN": 7033.633333333333, + "FP": 3013.266666666667, + "IoU": 0.5152247562467858, + "TN": 1132725.4333333333, + "TP": 13758.866666666667, + "n_pred": 16772.133333333335, + "n_ref": 20792.5 + }, + "8": { + "Dice": 0.9078976520445678, + "FN": 419.93333333333334, + "FP": 842.7333333333333, + "IoU": 0.8397326049157188, + "TN": 1145346.8333333333, + "TP": 9921.7, + "n_pred": 10764.433333333332, + "n_ref": 10341.633333333333 + }, + "9": { + "Dice": 0.8242891319040219, + "FN": 988.4666666666667, + "FP": 1289.5333333333333, + "IoU": 0.7395942664252455, + "TN": 1144207.9333333333, + "TP": 10045.266666666666, + "n_pred": 11334.8, + "n_ref": 11033.733333333334 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9600305294448461, + "FN": 1038, + "FP": 952, + "IoU": 0.9231333771099695, + "TN": 850271, + "TP": 23899, + "n_pred": 24851, + "n_ref": 24937 + }, + "10": { + "Dice": 0.7775079947885822, + "FN": 5707, + "FP": 1807, + "IoU": 0.6360025190137093, + "TN": 855517, + "TP": 13129, + "n_pred": 14936, + "n_ref": 18836 + }, + "11": { + "Dice": 0.5627376425855514, + "FN": 326, + "FP": 19, + "IoU": 0.3915343915343915, + "TN": 875593, + "TP": 222, + "n_pred": 241, + "n_ref": 548 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5887833827893175, + "FN": 5305, + "FP": 8553, + "IoU": 0.4172168720299424, + "TN": 852381, + "TP": 9921, + "n_pred": 18474, + "n_ref": 15226 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 71, + "IoU": 0.0, + "TN": 876089, + "TP": 0, + "n_pred": 71, + "n_ref": 0 + }, + "15": { + "Dice": 0.8805259648633142, + "FN": 5149, + "FP": 2556, + "IoU": 0.7865532716493988, + "TN": 840062, + "TP": 28393, + "n_pred": 30949, + "n_ref": 33542 + }, + "2": { + "Dice": 0.872992700729927, + "FN": 114, + "FP": 147, + "IoU": 0.7746113989637305, + "TN": 875002, + "TP": 897, + "n_pred": 1044, + "n_ref": 1011 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 129, + "FP": 0, + "IoU": 0.0, + "TN": 876031, + "TP": 0, + "n_pred": 0, + "n_ref": 129 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8416879795396419, + "FN": 3399, + "FP": 315, + "IoU": 0.7266504747184809, + "TN": 862573, + "TP": 9873, + "n_pred": 10188, + "n_ref": 13272 + }, + "7": { + "Dice": 0.450298648223829, + "FN": 61, + "FP": 8682, + "IoU": 0.2905712431028887, + "TN": 863836, + "TP": 3581, + "n_pred": 12263, + "n_ref": 3642 + }, + "8": { + "Dice": 0.9340830990315526, + "FN": 111, + "FP": 311, + "IoU": 0.8763188745603752, + "TN": 872748, + "TP": 2990, + "n_pred": 3301, + "n_ref": 3101 + }, + "9": { + "Dice": 0.9451294697903823, + "FN": 838, + "FP": 2010, + "IoU": 0.8959672706019871, + "TN": 848784, + "TP": 24528, + "n_pred": 26538, + "n_ref": 25366 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 10441, + "IoU": 0.0, + "TN": 865719, + "TP": 0, + "n_pred": 10441, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5929577464788732, + "FN": 376, + "FP": 202, + "IoU": 0.4214214214214214, + "TN": 875161, + "TP": 421, + "n_pred": 623, + "n_ref": 797 + }, + "10": { + "Dice": 0.6321334503950834, + "FN": 1276, + "FP": 819, + "IoU": 0.4621309370988447, + "TN": 872265, + "TP": 1800, + "n_pred": 2619, + "n_ref": 3076 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 876159, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "12": { + "Dice": 0.3469387755102041, + "FN": 1835, + "FP": 853, + "IoU": 0.20987654320987653, + "TN": 872758, + "TP": 714, + "n_pred": 1567, + "n_ref": 2549 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 463, + "IoU": 0.0, + "TN": 875697, + "TP": 0, + "n_pred": 463, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9630034627300893, + "FN": 95, + "FP": 311, + "IoU": 0.9286467486818981, + "TN": 870470, + "TP": 5284, + "n_pred": 5595, + "n_ref": 5379 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 173, + "IoU": 0.0, + "TN": 875987, + "TP": 0, + "n_pred": 173, + "n_ref": 0 + }, + "5": { + "Dice": 0.5274885844748859, + "FN": 2228, + "FP": 359, + "IoU": 0.35822376581493426, + "TN": 872129, + "TP": 1444, + "n_pred": 1803, + "n_ref": 3672 + }, + "6": { + "Dice": 0.8894681618466784, + "FN": 4210, + "FP": 2532, + "IoU": 0.8009389116891553, + "TN": 842291, + "TP": 27127, + "n_pred": 29659, + "n_ref": 31337 + }, + "7": { + "Dice": 0.824640130543738, + "FN": 4146, + "FP": 1872, + "IoU": 0.7016065053550179, + "TN": 855992, + "TP": 14150, + "n_pred": 16022, + "n_ref": 18296 + }, + "8": { + "Dice": 0.9484170909895948, + "FN": 1067, + "FP": 797, + "IoU": 0.9018947368421053, + "TN": 857160, + "TP": 17136, + "n_pred": 17933, + "n_ref": 18203 + }, + "9": { + "Dice": 0.7110737549905443, + "FN": 996, + "FP": 379, + "IoU": 0.5516791653081187, + "TN": 873093, + "TP": 1692, + "n_pred": 2071, + "n_ref": 2688 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 1401830, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "10": { + "Dice": 0.40933459476505835, + "FN": 573, + "FP": 1300, + "IoU": 0.2573354480570975, + "TN": 1399334, + "TP": 649, + "n_pred": 1949, + "n_ref": 1222 + }, + "11": { + "Dice": 0.0, + "FN": 70, + "FP": 0, + "IoU": 0.0, + "TN": 1401786, + "TP": 0, + "n_pred": 0, + "n_ref": 70 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6548439065849729, + "FN": 21246, + "FP": 5963, + "IoU": 0.48681629573745755, + "TN": 1348836, + "TP": 25811, + "n_pred": 31774, + "n_ref": 47057 + }, + "14": { + "Dice": 0.8969369297739967, + "FN": 4030, + "FP": 1155, + "IoU": 0.8131329513100516, + "TN": 1374109, + "TP": 22562, + "n_pred": 23717, + "n_ref": 26592 + }, + "15": { + "Dice": 0.852787579393084, + "FN": 2686, + "FP": 2529, + "IoU": 0.7433562992125984, + "TN": 1381536, + "TP": 15105, + "n_pred": 17634, + "n_ref": 17791 + }, + "2": { + "Dice": 0.9143108799597349, + "FN": 4034, + "FP": 4138, + "IoU": 0.8421479621402357, + "TN": 1350086, + "TP": 43598, + "n_pred": 47736, + "n_ref": 47632 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1551, + "IoU": 0.0, + "TN": 1400305, + "TP": 0, + "n_pred": 1551, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4161, + "IoU": 0.0, + "TN": 1397695, + "TP": 0, + "n_pred": 4161, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8534719603512363, + "FN": 608, + "FP": 4832, + "IoU": 0.7443969365221068, + "TN": 1380573, + "TP": 15843, + "n_pred": 20675, + "n_ref": 16451 + }, + "7": { + "Dice": 0.02138642331539483, + "FN": 98008, + "FP": 7, + "IoU": 0.010808792362190421, + "TN": 1302770, + "TP": 1071, + "n_pred": 1078, + "n_ref": 99079 + }, + "8": { + "Dice": 0.8168238993710691, + "FN": 446, + "FP": 20, + "IoU": 0.6903654485049834, + "TN": 1400351, + "TP": 1039, + "n_pred": 1059, + "n_ref": 1485 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5759162303664922, + "FN": 113, + "FP": 130, + "IoU": 0.40441176470588236, + "TN": 1050984, + "TP": 165, + "n_pred": 295, + "n_ref": 278 + }, + "10": { + "Dice": 0.7843063016162237, + "FN": 4873, + "FP": 4242, + "IoU": 0.645151243819831, + "TN": 1025705, + "TP": 16572, + "n_pred": 20814, + "n_ref": 21445 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7381316998468607, + "FN": 675, + "FP": 1035, + "IoU": 0.5849514563106796, + "TN": 1047272, + "TP": 2410, + "n_pred": 3445, + "n_ref": 3085 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 334, + "IoU": 0.0, + "TN": 1051058, + "TP": 0, + "n_pred": 334, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8776103794241642, + "FN": 2285, + "FP": 1460, + "IoU": 0.7819124155602143, + "TN": 1034220, + "TP": 13427, + "n_pred": 14887, + "n_ref": 15712 + }, + "5": { + "Dice": 0.7351527710418412, + "FN": 2955, + "FP": 3052, + "IoU": 0.5812186279977691, + "TN": 1037048, + "TP": 8337, + "n_pred": 11389, + "n_ref": 11292 + }, + "6": { + "Dice": 0.9662236651359821, + "FN": 2998, + "FP": 893, + "IoU": 0.9346544630111681, + "TN": 991847, + "TP": 55654, + "n_pred": 56547, + "n_ref": 58652 + }, + "7": { + "Dice": 0.8974210285365481, + "FN": 888, + "FP": 2473, + "IoU": 0.8139290261861263, + "TN": 1033329, + "TP": 14702, + "n_pred": 17175, + "n_ref": 15590 + }, + "8": { + "Dice": 0.9396326885459683, + "FN": 1166, + "FP": 3278, + "IoU": 0.8861388675377915, + "TN": 1012362, + "TP": 34586, + "n_pred": 37864, + "n_ref": 35752 + }, + "9": { + "Dice": 0.5, + "FN": 137, + "FP": 29, + "IoU": 0.3333333333333333, + "TN": 1051143, + "TP": 83, + "n_pred": 112, + "n_ref": 220 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3549920760697306, + "FN": 407, + "FP": 0, + "IoU": 0.21579961464354527, + "TN": 1050873, + "TP": 112, + "n_pred": 112, + "n_ref": 519 + }, + "10": { + "Dice": 0.727620913868353, + "FN": 2909, + "FP": 3207, + "IoU": 0.5718585929296465, + "TN": 1037107, + "TP": 8169, + "n_pred": 11376, + "n_ref": 11078 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.07616974972796518, + "FN": 824, + "FP": 25, + "IoU": 0.03959276018099547, + "TN": 1050508, + "TP": 35, + "n_pred": 60, + "n_ref": 859 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 402, + "IoU": 0.0, + "TN": 1050990, + "TP": 0, + "n_pred": 402, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 18333, + "IoU": 0.0, + "TN": 1033059, + "TP": 0, + "n_pred": 18333, + "n_ref": 0 + }, + "3": { + "Dice": 0.8586148375626314, + "FN": 23433, + "FP": 4559, + "IoU": 0.7522568768364782, + "TN": 938404, + "TP": 84996, + "n_pred": 89555, + "n_ref": 108429 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.3140096618357488, + "FN": 49, + "FP": 235, + "IoU": 0.18624641833810887, + "TN": 1051043, + "TP": 65, + "n_pred": 300, + "n_ref": 114 + }, + "7": { + "Dice": 0.9205220772007776, + "FN": 2482, + "FP": 380, + "IoU": 0.8527474789051245, + "TN": 1031956, + "TP": 16574, + "n_pred": 16954, + "n_ref": 19056 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7778670126232985, + "FN": 4567, + "FP": 6220, + "IoU": 0.6364831165329918, + "TN": 1021718, + "TP": 18887, + "n_pred": 25107, + "n_ref": 23454 + }, + "11": { + "Dice": 0.8308142369575817, + "FN": 291, + "FP": 56, + "IoU": 0.7105921601334445, + "TN": 1050193, + "TP": 852, + "n_pred": 908, + "n_ref": 1143 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8194244383830335, + "FN": 631, + "FP": 11153, + "IoU": 0.6940889385010773, + "TN": 1012871, + "TP": 26737, + "n_pred": 37890, + "n_ref": 27368 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2675, + "IoU": 0.0, + "TN": 1048717, + "TP": 0, + "n_pred": 2675, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1687, + "IoU": 0.0, + "TN": 1049705, + "TP": 0, + "n_pred": 1687, + "n_ref": 0 + }, + "2": { + "Dice": 0.8745306633291614, + "FN": 533, + "FP": 1071, + "IoU": 0.7770364192382541, + "TN": 1044198, + "TP": 5590, + "n_pred": 6661, + "n_ref": 6123 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7889172438935472, + "FN": 577, + "FP": 2, + "IoU": 0.6514148103552077, + "TN": 1049731, + "TP": 1082, + "n_pred": 1084, + "n_ref": 1659 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9458974985741058, + "FN": 1945, + "FP": 711, + "IoU": 0.8973486898044369, + "TN": 1025518, + "TP": 23218, + "n_pred": 23929, + "n_ref": 25163 + }, + "7": { + "Dice": 0.32820061592608885, + "FN": 1379, + "FP": 148, + "IoU": 0.19631578947368422, + "TN": 1049492, + "TP": 373, + "n_pred": 521, + "n_ref": 1752 + }, + "8": { + "Dice": 0.8716856060606061, + "FN": 269, + "FP": 273, + "IoU": 0.7725556021821234, + "TN": 1049009, + "TP": 1841, + "n_pred": 2114, + "n_ref": 2110 + }, + "9": { + "Dice": 0.9157648867600969, + "FN": 2048, + "FP": 3650, + "IoU": 0.8446183632843391, + "TN": 1014721, + "TP": 30973, + "n_pred": 34623, + "n_ref": 33021 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6447953930721577, + "FN": 9311, + "FP": 2902, + "IoU": 0.4757919134689673, + "TN": 852862, + "TP": 11085, + "n_pred": 13987, + "n_ref": 20396 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6010733452593918, + "FN": 1, + "FP": 222, + "IoU": 0.4296675191815857, + "TN": 875769, + "TP": 168, + "n_pred": 390, + "n_ref": 169 + }, + "13": { + "Dice": 0.0, + "FN": 528, + "FP": 334, + "IoU": 0.0, + "TN": 875298, + "TP": 0, + "n_pred": 334, + "n_ref": 528 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9755270514386057, + "FN": 2125, + "FP": 300, + "IoU": 0.9522233386527966, + "TN": 825403, + "TP": 48332, + "n_pred": 48632, + "n_ref": 50457 + }, + "7": { + "Dice": 0.8603432547680167, + "FN": 12400, + "FP": 766, + "IoU": 0.7549143708116158, + "TN": 822440, + "TP": 40554, + "n_pred": 41320, + "n_ref": 52954 + }, + "8": { + "Dice": 0.9397699757869249, + "FN": 237, + "FP": 161, + "IoU": 0.8863831001998287, + "TN": 872657, + "TP": 3105, + "n_pred": 3266, + "n_ref": 3342 + }, + "9": { + "Dice": 0.9321463897131553, + "FN": 194, + "FP": 149, + "IoU": 0.8729158947758429, + "TN": 873461, + "TP": 2356, + "n_pred": 2505, + "n_ref": 2550 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8554455445544554, + "FN": 68, + "FP": 5, + "IoU": 0.7474048442906575, + "TN": 1401567, + "TP": 216, + "n_pred": 221, + "n_ref": 284 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.5838509316770186, + "FN": 26, + "FP": 41, + "IoU": 0.41228070175438597, + "TN": 1401742, + "TP": 47, + "n_pred": 88, + "n_ref": 73 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 1401830, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "13": { + "Dice": 0.46323291221250407, + "FN": 492, + "FP": 1165, + "IoU": 0.301433389544688, + "TN": 1399484, + "TP": 715, + "n_pred": 1880, + "n_ref": 1207 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9671948625166511, + "FN": 2020, + "FP": 1280, + "IoU": 0.9364737135927003, + "TN": 1349909, + "TP": 48647, + "n_pred": 49927, + "n_ref": 50667 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 591, + "IoU": 0.0, + "TN": 1401265, + "TP": 0, + "n_pred": 591, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 38, + "IoU": 0.0, + "TN": 1401818, + "TP": 0, + "n_pred": 38, + "n_ref": 0 + }, + "5": { + "Dice": 0.7644927536231884, + "FN": 103, + "FP": 27, + "IoU": 0.6187683284457478, + "TN": 1401515, + "TP": 211, + "n_pred": 238, + "n_ref": 314 + }, + "6": { + "Dice": 0.9876568336089365, + "FN": 3133, + "FP": 2204, + "IoU": 0.9756146595327628, + "TN": 1182995, + "TP": 213524, + "n_pred": 215728, + "n_ref": 216657 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 538, + "IoU": 0.0, + "TN": 1401318, + "TP": 0, + "n_pred": 538, + "n_ref": 0 + }, + "8": { + "Dice": 0.8313253012048193, + "FN": 28, + "FP": 0, + "IoU": 0.711340206185567, + "TN": 1401759, + "TP": 69, + "n_pred": 69, + "n_ref": 97 + }, + "9": { + "Dice": 0.8886058032554848, + "FN": 1413, + "FP": 948, + "IoU": 0.7995415180845644, + "TN": 1390078, + "TP": 9417, + "n_pred": 10365, + "n_ref": 10830 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.44923629829290207, + "FN": 613, + "FP": 0, + "IoU": 0.28968713789107764, + "TN": 1050529, + "TP": 250, + "n_pred": 250, + "n_ref": 863 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 316, + "IoU": 0.0, + "TN": 1051076, + "TP": 0, + "n_pred": 316, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9366150485626243, + "FN": 595, + "FP": 1030, + "IoU": 0.8807864426674492, + "TN": 1037761, + "TP": 12006, + "n_pred": 13036, + "n_ref": 12601 + }, + "10": { + "Dice": 0.8229854689564069, + "FN": 5722, + "FP": 442, + "IoU": 0.6992143658810326, + "TN": 1030899, + "TP": 14329, + "n_pred": 14771, + "n_ref": 20051 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 34, + "IoU": 0.0, + "TN": 1051358, + "TP": 0, + "n_pred": 34, + "n_ref": 0 + }, + "12": { + "Dice": 0.731239092495637, + "FN": 356, + "FP": 876, + "IoU": 0.5763411279229711, + "TN": 1048484, + "TP": 1676, + "n_pred": 2552, + "n_ref": 2032 + }, + "13": { + "Dice": 0.7676870402386522, + "FN": 2992, + "FP": 3861, + "IoU": 0.6229643485915493, + "TN": 1033216, + "TP": 11323, + "n_pred": 15184, + "n_ref": 14315 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9711730839900372, + "FN": 1208, + "FP": 204, + "IoU": 0.9439615827281026, + "TN": 1026195, + "TP": 23785, + "n_pred": 23989, + "n_ref": 24993 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.1863799283154122, + "FN": 226, + "FP": 1, + "IoU": 0.10276679841897234, + "TN": 1051139, + "TP": 26, + "n_pred": 27, + "n_ref": 252 + }, + "6": { + "Dice": 0.42201834862385323, + "FN": 1281, + "FP": 42, + "IoU": 0.26744186046511625, + "TN": 1049586, + "TP": 483, + "n_pred": 525, + "n_ref": 1764 + }, + "7": { + "Dice": 0.5918755103322656, + "FN": 49437, + "FP": 2545, + "IoU": 0.42032896570950656, + "TN": 961717, + "TP": 37693, + "n_pred": 40238, + "n_ref": 87130 + }, + "8": { + "Dice": 0.942924322912131, + "FN": 547, + "FP": 2730, + "IoU": 0.8920121268041916, + "TN": 1021046, + "TP": 27069, + "n_pred": 29799, + "n_ref": 27616 + }, + "9": { + "Dice": 0.8558723257077919, + "FN": 447, + "FP": 2470, + "IoU": 0.7480566591812058, + "TN": 1039814, + "TP": 8661, + "n_pred": 11131, + "n_ref": 9108 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9576759328825445, + "FN": 135, + "FP": 34, + "IoU": 0.9187890437289764, + "TN": 1399775, + "TP": 1912, + "n_pred": 1946, + "n_ref": 2047 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7725118483412322, + "FN": 299, + "FP": 85, + "IoU": 0.6293436293436293, + "TN": 1400820, + "TP": 652, + "n_pred": 737, + "n_ref": 951 + }, + "13": { + "Dice": 0.8781110402042118, + "FN": 173, + "FP": 18, + "IoU": 0.782707622298066, + "TN": 1400977, + "TP": 688, + "n_pred": 706, + "n_ref": 861 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9821710674791243, + "FN": 176, + "FP": 298, + "IoU": 0.9649667405764967, + "TN": 1388326, + "TP": 13056, + "n_pred": 13354, + "n_ref": 13232 + }, + "3": { + "Dice": 0.9721233607068175, + "FN": 1051, + "FP": 962, + "IoU": 0.9457587842207372, + "TN": 1364744, + "TP": 35099, + "n_pred": 36061, + "n_ref": 36150 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9751062350305184, + "FN": 708, + "FP": 2514, + "IoU": 0.9514217652202757, + "TN": 1335530, + "TP": 63104, + "n_pred": 65618, + "n_ref": 63812 + }, + "7": { + "Dice": 0.884750991626267, + "FN": 378, + "FP": 668, + "IoU": 0.7933214779687808, + "TN": 1396795, + "TP": 4015, + "n_pred": 4683, + "n_ref": 4393 + }, + "8": { + "Dice": 0.913894324853229, + "FN": 50, + "FP": 126, + "IoU": 0.8414414414414414, + "TN": 1400746, + "TP": 934, + "n_pred": 1060, + "n_ref": 984 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9344262295081968, + "FN": 3, + "FP": 13, + "IoU": 0.8769230769230769, + "TN": 1226494, + "TP": 114, + "n_pred": 127, + "n_ref": 117 + }, + "10": { + "Dice": 0.8290315003784221, + "FN": 11140, + "FP": 1962, + "IoU": 0.7079878755460461, + "TN": 1181756, + "TP": 31766, + "n_pred": 33728, + "n_ref": 42906 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8663398438513216, + "FN": 513, + "FP": 4640, + "IoU": 0.7641971354047499, + "TN": 1204771, + "TP": 16700, + "n_pred": 21340, + "n_ref": 17213 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2739, + "IoU": 0.0, + "TN": 1223885, + "TP": 0, + "n_pred": 2739, + "n_ref": 0 + }, + "3": { + "Dice": 0.9133651417344935, + "FN": 5839, + "FP": 1878, + "IoU": 0.8405446731134805, + "TN": 1178228, + "TP": 40679, + "n_pred": 42557, + "n_ref": 46518 + }, + "4": { + "Dice": 0.0, + "FN": 8, + "FP": 2, + "IoU": 0.0, + "TN": 1226614, + "TP": 0, + "n_pred": 2, + "n_ref": 8 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9352173194513304, + "FN": 536, + "FP": 248, + "IoU": 0.8783175539345026, + "TN": 1220181, + "TP": 5659, + "n_pred": 5907, + "n_ref": 6195 + }, + "7": { + "Dice": 0.9242802462972208, + "FN": 269, + "FP": 186, + "IoU": 0.8592202970297029, + "TN": 1223392, + "TP": 2777, + "n_pred": 2963, + "n_ref": 3046 + }, + "8": { + "Dice": 0.8333333333333334, + "FN": 32, + "FP": 0, + "IoU": 0.7142857142857143, + "TN": 1226512, + "TP": 80, + "n_pred": 80, + "n_ref": 112 + }, + "9": { + "Dice": 0.9371601747036278, + "FN": 100, + "FP": 605, + "IoU": 0.8817510902381751, + "TN": 1220662, + "TP": 5257, + "n_pred": 5862, + "n_ref": 5357 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9721916252902001, + "FN": 1686, + "FP": 1596, + "IoU": 0.9458880168832026, + "TN": 1341204, + "TP": 57370, + "n_pred": 58966, + "n_ref": 59056 + }, + "10": { + "Dice": 0.6781867987541746, + "FN": 13226, + "FP": 3926, + "IoU": 0.5130731014904187, + "TN": 1366631, + "TP": 18073, + "n_pred": 21999, + "n_ref": 31299 + }, + "11": { + "Dice": 0.5590551181102362, + "FN": 1043, + "FP": 749, + "IoU": 0.3879781420765027, + "TN": 1398928, + "TP": 1136, + "n_pred": 1885, + "n_ref": 2179 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 164, + "IoU": 0.0, + "TN": 1401692, + "TP": 0, + "n_pred": 164, + "n_ref": 0 + }, + "13": { + "Dice": 0.7200165682924303, + "FN": 3568, + "FP": 9951, + "IoU": 0.5625202252281406, + "TN": 1370954, + "TP": 17383, + "n_pred": 27334, + "n_ref": 20951 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9327938587913163, + "FN": 3281, + "FP": 2217, + "IoU": 0.8740521842714132, + "TN": 1358203, + "TP": 38155, + "n_pred": 40372, + "n_ref": 41436 + }, + "3": { + "Dice": 0.9382808595702149, + "FN": 1097, + "FP": 879, + "IoU": 0.8837373499646975, + "TN": 1384860, + "TP": 15020, + "n_pred": 15899, + "n_ref": 16117 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 705, + "IoU": 0.0, + "TN": 1401151, + "TP": 0, + "n_pred": 705, + "n_ref": 0 + }, + "5": { + "Dice": 0.8821571690552197, + "FN": 528, + "FP": 1207, + "IoU": 0.7891602867906186, + "TN": 1393627, + "TP": 6494, + "n_pred": 7701, + "n_ref": 7022 + }, + "6": { + "Dice": 0.9497800646900861, + "FN": 2434, + "FP": 6711, + "IoU": 0.9043630126958231, + "TN": 1306234, + "TP": 86477, + "n_pred": 93188, + "n_ref": 88911 + }, + "7": { + "Dice": 0.8422093730979915, + "FN": 10662, + "FP": 1782, + "IoU": 0.7274280457353135, + "TN": 1356202, + "TP": 33210, + "n_pred": 34992, + "n_ref": 43872 + }, + "8": { + "Dice": 0.9430037181719773, + "FN": 1288, + "FP": 1134, + "IoU": 0.8921542434767121, + "TN": 1379398, + "TP": 20036, + "n_pred": 21170, + "n_ref": 21324 + }, + "9": { + "Dice": 0.8684871204044434, + "FN": 5626, + "FP": 2022, + "IoU": 0.7675450594206863, + "TN": 1368955, + "TP": 25253, + "n_pred": 27275, + "n_ref": 30879 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.961489656800543, + "FN": 399, + "FP": 906, + "IoU": 0.9258354171402592, + "TN": 1033796, + "TP": 16291, + "n_pred": 17197, + "n_ref": 16690 + }, + "10": { + "Dice": 0.8505871029836382, + "FN": 1433, + "FP": 6329, + "IoU": 0.740018756698821, + "TN": 1021536, + "TP": 22094, + "n_pred": 28423, + "n_ref": 23527 + }, + "11": { + "Dice": 0.7506611258027956, + "FN": 2010, + "FP": 630, + "IoU": 0.6008466888418507, + "TN": 1044778, + "TP": 3974, + "n_pred": 4604, + "n_ref": 5984 + }, + "12": { + "Dice": 0.7567653109669251, + "FN": 655, + "FP": 882, + "IoU": 0.6087067209775967, + "TN": 1047464, + "TP": 2391, + "n_pred": 3273, + "n_ref": 3046 + }, + "13": { + "Dice": 0.5899155156229047, + "FN": 782, + "FP": 5334, + "IoU": 0.4183547313361864, + "TN": 1040877, + "TP": 4399, + "n_pred": 9733, + "n_ref": 5181 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9556113902847572, + "FN": 57, + "FP": 367, + "IoU": 0.9149959903769046, + "TN": 1046404, + "TP": 4564, + "n_pred": 4931, + "n_ref": 4621 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.936300672740362, + "FN": 2180, + "FP": 2952, + "IoU": 0.8802305771429905, + "TN": 1008543, + "TP": 37717, + "n_pred": 40669, + "n_ref": 39897 + }, + "7": { + "Dice": 0.864403528960491, + "FN": 248, + "FP": 1166, + "IoU": 0.7611889883465631, + "TN": 1045471, + "TP": 4507, + "n_pred": 5673, + "n_ref": 4755 + }, + "8": { + "Dice": 0.9584557280738565, + "FN": 67, + "FP": 32, + "IoU": 0.9202256244963739, + "TN": 1050151, + "TP": 1142, + "n_pred": 1174, + "n_ref": 1209 + }, + "9": { + "Dice": 0.9164909109169429, + "FN": 1768, + "FP": 1558, + "IoU": 0.8458543819808129, + "TN": 1029815, + "TP": 18251, + "n_pred": 19809, + "n_ref": 20019 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.974775358070923, + "FN": 1151, + "FP": 1732, + "IoU": 0.9507919710520926, + "TN": 992804, + "TP": 55705, + "n_pred": 57437, + "n_ref": 56856 + }, + "10": { + "Dice": 0.7610954160211428, + "FN": 7577, + "FP": 2909, + "IoU": 0.6143293243591158, + "TN": 1024203, + "TP": 16703, + "n_pred": 19612, + "n_ref": 24280 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 1051375, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "12": { + "Dice": 0.6683804627249358, + "FN": 540, + "FP": 105, + "IoU": 0.5019305019305019, + "TN": 1050097, + "TP": 650, + "n_pred": 755, + "n_ref": 1190 + }, + "13": { + "Dice": 0.5703466846179738, + "FN": 54, + "FP": 5052, + "IoU": 0.3989405532666274, + "TN": 1042897, + "TP": 3389, + "n_pred": 8441, + "n_ref": 3443 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 161, + "IoU": 0.0, + "TN": 1051231, + "TP": 0, + "n_pred": 161, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7215536105032823, + "FN": 1002, + "FP": 16, + "IoU": 0.5643988018827557, + "TN": 1049055, + "TP": 1319, + "n_pred": 1335, + "n_ref": 2321 + }, + "3": { + "Dice": 0.9702357943563974, + "FN": 718, + "FP": 360, + "IoU": 0.9421921921921922, + "TN": 1032744, + "TP": 17570, + "n_pred": 17930, + "n_ref": 18288 + }, + "4": { + "Dice": 0.3516684753119913, + "FN": 15677, + "FP": 3441, + "IoU": 0.21334814631938445, + "TN": 1027089, + "TP": 5185, + "n_pred": 8626, + "n_ref": 20862 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.776279506107326, + "FN": 1602, + "FP": 22007, + "IoU": 0.6343601418637427, + "TN": 986823, + "TP": 40960, + "n_pred": 62967, + "n_ref": 42562 + }, + "7": { + "Dice": 0.7858932150014314, + "FN": 1634, + "FP": 46230, + "IoU": 0.6473015592301117, + "TN": 915684, + "TP": 87844, + "n_pred": 134074, + "n_ref": 89478 + }, + "8": { + "Dice": 0.9696142874860474, + "FN": 624, + "FP": 111, + "IoU": 0.9410207029369283, + "TN": 1038930, + "TP": 11727, + "n_pred": 11838, + "n_ref": 12351 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 43, + "IoU": 0.0, + "TN": 1051349, + "TP": 0, + "n_pred": 43, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6501573124936567, + "FN": 941, + "FP": 2506, + "IoU": 0.4816541353383459, + "TN": 1044742, + "TP": 3203, + "n_pred": 5709, + "n_ref": 4144 + }, + "11": { + "Dice": 0.7260444444444445, + "FN": 979, + "FP": 562, + "IoU": 0.569913480323751, + "TN": 1047809, + "TP": 2042, + "n_pred": 2604, + "n_ref": 3021 + }, + "12": { + "Dice": 0.64, + "FN": 8, + "FP": 19, + "IoU": 0.47058823529411764, + "TN": 1051341, + "TP": 24, + "n_pred": 43, + "n_ref": 32 + }, + "13": { + "Dice": 0.7915222607304718, + "FN": 1278, + "FP": 286, + "IoU": 0.6549746304875359, + "TN": 1046859, + "TP": 2969, + "n_pred": 3255, + "n_ref": 4247 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9604138881153728, + "FN": 2138, + "FP": 563, + "IoU": 0.9238425534314555, + "TN": 1015926, + "TP": 32765, + "n_pred": 33328, + "n_ref": 34903 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 309, + "IoU": 0.0, + "TN": 1051083, + "TP": 0, + "n_pred": 309, + "n_ref": 0 + }, + "4": { + "Dice": 0.6639859779358697, + "FN": 117, + "FP": 3142, + "IoU": 0.49699027627720327, + "TN": 1044913, + "TP": 3220, + "n_pred": 6362, + "n_ref": 3337 + }, + "5": { + "Dice": 0.8561555769848923, + "FN": 1250, + "FP": 540, + "IoU": 0.7484895321062245, + "TN": 1044275, + "TP": 5327, + "n_pred": 5867, + "n_ref": 6577 + }, + "6": { + "Dice": 0.953211660185632, + "FN": 7524, + "FP": 8960, + "IoU": 0.9106059209206223, + "TN": 866995, + "TP": 167913, + "n_pred": 176873, + "n_ref": 175437 + }, + "7": { + "Dice": 0.9232918131922306, + "FN": 1192, + "FP": 3476, + "IoU": 0.8575135069137084, + "TN": 1018631, + "TP": 28093, + "n_pred": 31569, + "n_ref": 29285 + }, + "8": { + "Dice": 0.9753652940466128, + "FN": 338, + "FP": 478, + "IoU": 0.951915144372422, + "TN": 1034422, + "TP": 16154, + "n_pred": 16632, + "n_ref": 16492 + }, + "9": { + "Dice": 0.8261592300962379, + "FN": 2567, + "FP": 9355, + "IoU": 0.7038086010285459, + "TN": 1011141, + "TP": 28329, + "n_pred": 37684, + "n_ref": 30896 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.962350210514952, + "FN": 958, + "FP": 1832, + "IoU": 0.9274325695112753, + "TN": 1188177, + "TP": 35657, + "n_pred": 37489, + "n_ref": 36615 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3583, + "IoU": 0.0, + "TN": 1223041, + "TP": 0, + "n_pred": 3583, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 1226610, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "14": { + "Dice": 0.8251727687104837, + "FN": 1115, + "FP": 74, + "IoU": 0.702377972465582, + "TN": 1222629, + "TP": 2806, + "n_pred": 2880, + "n_ref": 3921 + }, + "15": { + "Dice": 0.5744067857270677, + "FN": 95005, + "FP": 127, + "IoU": 0.4029247473796523, + "TN": 1067294, + "TP": 64198, + "n_pred": 64325, + "n_ref": 159203 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 28597, + "IoU": 0.0, + "TN": 1198027, + "TP": 0, + "n_pred": 28597, + "n_ref": 0 + }, + "3": { + "Dice": 0.3461710037174721, + "FN": 30720, + "FP": 59, + "IoU": 0.20931487142600252, + "TN": 1187697, + "TP": 8148, + "n_pred": 8207, + "n_ref": 38868 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 564, + "IoU": 0.0, + "TN": 1226060, + "TP": 0, + "n_pred": 564, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7820558106676087, + "FN": 3875, + "FP": 5997, + "IoU": 0.6421113689095128, + "TN": 1199040, + "TP": 17712, + "n_pred": 23709, + "n_ref": 21587 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5997610513739546, + "FN": 95, + "FP": 240, + "IoU": 0.4283276450511945, + "TN": 1226038, + "TP": 251, + "n_pred": 491, + "n_ref": 346 + }, + "13": { + "Dice": 0.0, + "FN": 135, + "FP": 2579, + "IoU": 0.0, + "TN": 1223910, + "TP": 0, + "n_pred": 2579, + "n_ref": 135 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1057, + "IoU": 0.0, + "TN": 1225567, + "TP": 0, + "n_pred": 1057, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9438382756543277, + "FN": 282, + "FP": 557, + "IoU": 0.8936493852199264, + "TN": 1218735, + "TP": 7050, + "n_pred": 7607, + "n_ref": 7332 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 831, + "IoU": 0.0, + "TN": 1225793, + "TP": 0, + "n_pred": 831, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8504289444237225, + "FN": 193, + "FP": 208, + "IoU": 0.7397793640493187, + "TN": 1225083, + "TP": 1140, + "n_pred": 1348, + "n_ref": 1333 + }, + "8": { + "Dice": 0.9455856986043594, + "FN": 170, + "FP": 177, + "IoU": 0.8967876264128495, + "TN": 1223262, + "TP": 3015, + "n_pred": 3192, + "n_ref": 3185 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 1226605, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 357, + "FP": 841, + "IoU": 0.0, + "TN": 1225426, + "TP": 0, + "n_pred": 841, + "n_ref": 357 + }, + "11": { + "Dice": 0.7153172530342603, + "FN": 1223, + "FP": 630, + "IoU": 0.5568045922028223, + "TN": 1222443, + "TP": 2328, + "n_pred": 2958, + "n_ref": 3551 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6440633443410387, + "FN": 5740, + "FP": 13230, + "IoU": 0.47499515678188914, + "TN": 1190491, + "TP": 17163, + "n_pred": 30393, + "n_ref": 22903 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9300812520612839, + "FN": 1317, + "FP": 3347, + "IoU": 0.8693008266778759, + "TN": 1190939, + "TP": 31021, + "n_pred": 34368, + "n_ref": 32338 + }, + "3": { + "Dice": 0.6319005018546804, + "FN": 3262, + "FP": 112, + "IoU": 0.46188197767145134, + "TN": 1220354, + "TP": 2896, + "n_pred": 3008, + "n_ref": 6158 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9492419913274396, + "FN": 823, + "FP": 2197, + "IoU": 0.9033878243065997, + "TN": 1195365, + "TP": 28239, + "n_pred": 30436, + "n_ref": 29062 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 160, + "IoU": 0.0, + "TN": 1226464, + "TP": 0, + "n_pred": 160, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9647910416944995, + "FN": 2345, + "FP": 554, + "IoU": 0.9319770988784082, + "TN": 1184006, + "TP": 39719, + "n_pred": 40273, + "n_ref": 42064 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9499123697075915, + "FN": 84, + "FP": 459, + "IoU": 0.9046029515108924, + "TN": 1396164, + "TP": 5149, + "n_pred": 5608, + "n_ref": 5233 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9022183304144775, + "FN": 1041, + "FP": 299, + "IoU": 0.8218558893911194, + "TN": 1394334, + "TP": 6182, + "n_pred": 6481, + "n_ref": 7223 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1058, + "IoU": 0.0, + "TN": 1400798, + "TP": 0, + "n_pred": 1058, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 4518, + "IoU": 0.0, + "TN": 1397338, + "TP": 0, + "n_pred": 4518, + "n_ref": 0 + }, + "2": { + "Dice": 0.850026016751431, + "FN": 1700, + "FP": 7235, + "IoU": 0.7391697804764129, + "TN": 1367600, + "TP": 25321, + "n_pred": 32556, + "n_ref": 27021 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 59, + "IoU": 0.0, + "TN": 1401797, + "TP": 0, + "n_pred": 59, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 17, + "FP": 0, + "IoU": 0.0, + "TN": 1401839, + "TP": 0, + "n_pred": 0, + "n_ref": 17 + }, + "5": { + "Dice": 0.7477386934673367, + "FN": 190, + "FP": 61, + "IoU": 0.5971107544141252, + "TN": 1401233, + "TP": 372, + "n_pred": 433, + "n_ref": 562 + }, + "6": { + "Dice": 0.9328345394333374, + "FN": 1579, + "FP": 3897, + "IoU": 0.8741236236581386, + "TN": 1358353, + "TP": 38027, + "n_pred": 41924, + "n_ref": 39606 + }, + "7": { + "Dice": 0.6766169154228856, + "FN": 222, + "FP": 38, + "IoU": 0.5112781954887218, + "TN": 1401324, + "TP": 272, + "n_pred": 310, + "n_ref": 494 + }, + "8": { + "Dice": 0.6099009900990099, + "FN": 0, + "FP": 197, + "IoU": 0.43874643874643876, + "TN": 1401505, + "TP": 154, + "n_pred": 351, + "n_ref": 154 + }, + "9": { + "Dice": 0.8866521739130435, + "FN": 2536, + "FP": 2678, + "IoU": 0.7963838013043308, + "TN": 1376249, + "TP": 20393, + "n_pred": 23071, + "n_ref": 22929 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.961312364970105, + "FN": 4207, + "FP": 413, + "IoU": 0.9255066995598124, + "TN": 1164605, + "TP": 57399, + "n_pred": 57812, + "n_ref": 61606 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 153, + "IoU": 0.0, + "TN": 1226471, + "TP": 0, + "n_pred": 153, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1649, + "FP": 0, + "IoU": 0.0, + "TN": 1224975, + "TP": 0, + "n_pred": 0, + "n_ref": 1649 + }, + "13": { + "Dice": 0.7917214191852825, + "FN": 634, + "FP": 0, + "IoU": 0.655247417074497, + "TN": 1224785, + "TP": 1205, + "n_pred": 1205, + "n_ref": 1839 + }, + "14": { + "Dice": 0.9002079002079002, + "FN": 1108, + "FP": 8108, + "IoU": 0.8185255198487713, + "TN": 1175840, + "TP": 41568, + "n_pred": 49676, + "n_ref": 42676 + }, + "15": { + "Dice": 0.0, + "FN": 2021, + "FP": 0, + "IoU": 0.0, + "TN": 1224603, + "TP": 0, + "n_pred": 0, + "n_ref": 2021 + }, + "2": { + "Dice": 0.9640586674675877, + "FN": 806, + "FP": 630, + "IoU": 0.9306112587581541, + "TN": 1205929, + "TP": 19259, + "n_pred": 19889, + "n_ref": 20065 + }, + "3": { + "Dice": 0.9270707711837511, + "FN": 2805, + "FP": 642, + "IoU": 0.8640558447704685, + "TN": 1201268, + "TP": 21909, + "n_pred": 22551, + "n_ref": 24714 + }, + "4": { + "Dice": 0.7148016155856498, + "FN": 10031, + "FP": 1973, + "IoU": 0.5561799829925685, + "TN": 1199577, + "TP": 15043, + "n_pred": 17016, + "n_ref": 25074 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8595020139143171, + "FN": 73888, + "FP": 2852, + "IoU": 0.7536199312935435, + "TN": 915154, + "TP": 234730, + "n_pred": 237582, + "n_ref": 308618 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 7354, + "IoU": 0.0, + "TN": 1219270, + "TP": 0, + "n_pred": 7354, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1674, + "IoU": 0.0, + "TN": 1224950, + "TP": 0, + "n_pred": 1674, + "n_ref": 0 + }, + "10": { + "Dice": 0.7614018242918867, + "FN": 14, + "FP": 483, + "IoU": 0.6147286821705427, + "TN": 1225334, + "TP": 793, + "n_pred": 1276, + "n_ref": 807 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5973257119526386, + "FN": 3147, + "FP": 4743, + "IoU": 0.4258477659729297, + "TN": 1212882, + "TP": 5852, + "n_pred": 10595, + "n_ref": 8999 + }, + "14": { + "Dice": 0.9503997919781577, + "FN": 374, + "FP": 1915, + "IoU": 0.9054874272265576, + "TN": 1202405, + "TP": 21930, + "n_pred": 23845, + "n_ref": 22304 + }, + "15": { + "Dice": 0.8298651817116061, + "FN": 1947, + "FP": 375, + "IoU": 0.7092047589229806, + "TN": 1218639, + "TP": 5663, + "n_pred": 6038, + "n_ref": 7610 + }, + "2": { + "Dice": 0.9751645153125791, + "FN": 467, + "FP": 1103, + "IoU": 0.951532738554626, + "TN": 1194231, + "TP": 30823, + "n_pred": 31926, + "n_ref": 31290 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8569551342218885, + "FN": 1156, + "FP": 1892, + "IoU": 0.7497125964854656, + "TN": 1214446, + "TP": 9130, + "n_pred": 11022, + "n_ref": 10286 + }, + "6": { + "Dice": 0.9362483044761829, + "FN": 2146, + "FP": 1849, + "IoU": 0.8801380138013801, + "TN": 1193294, + "TP": 29335, + "n_pred": 31184, + "n_ref": 31481 + }, + "7": { + "Dice": 0.8294036061026352, + "FN": 82, + "FP": 533, + "IoU": 0.7085308056872038, + "TN": 1224514, + "TP": 1495, + "n_pred": 2028, + "n_ref": 1577 + }, + "8": { + "Dice": 0.9513308208691555, + "FN": 1746, + "FP": 1560, + "IoU": 0.9071791560210012, + "TN": 1191007, + "TP": 32311, + "n_pred": 33871, + "n_ref": 34057 + }, + "9": { + "Dice": 0.8530153362403963, + "FN": 2630, + "FP": 2325, + "IoU": 0.7437024776289246, + "TN": 1207291, + "TP": 14378, + "n_pred": 16703, + "n_ref": 17008 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6686192802843716, + "FN": 1952, + "FP": 22939, + "IoU": 0.5021999120035199, + "TN": 1351854, + "TP": 25111, + "n_pred": 48050, + "n_ref": 27063 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.676056338028169, + "FN": 946, + "FP": 204, + "IoU": 0.5106382978723404, + "TN": 1399506, + "TP": 1200, + "n_pred": 1404, + "n_ref": 2146 + }, + "13": { + "Dice": 0.8022468673484084, + "FN": 743, + "FP": 630, + "IoU": 0.6697931697931698, + "TN": 1397698, + "TP": 2785, + "n_pred": 3415, + "n_ref": 3528 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9298773432075909, + "FN": 183, + "FP": 120, + "IoU": 0.8689446366782007, + "TN": 1399544, + "TP": 2009, + "n_pred": 2129, + "n_ref": 2192 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1401855, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "5": { + "Dice": 0.7614452884417984, + "FN": 682, + "FP": 3966, + "IoU": 0.6147853472567545, + "TN": 1389790, + "TP": 7418, + "n_pred": 11384, + "n_ref": 8100 + }, + "6": { + "Dice": 0.9227768118400407, + "FN": 546, + "FP": 1275, + "IoU": 0.856625462562003, + "TN": 1389155, + "TP": 10880, + "n_pred": 12155, + "n_ref": 11426 + }, + "7": { + "Dice": 0.9595741858459906, + "FN": 1755, + "FP": 683, + "IoU": 0.9222898670831606, + "TN": 1370483, + "TP": 28935, + "n_pred": 29618, + "n_ref": 30690 + }, + "8": { + "Dice": 0.9281317825143303, + "FN": 1918, + "FP": 4539, + "IoU": 0.8659010197088326, + "TN": 1353705, + "TP": 41694, + "n_pred": 46233, + "n_ref": 43612 + }, + "9": { + "Dice": 0.8981782770823932, + "FN": 1072, + "FP": 3215, + "IoU": 0.8151756844147445, + "TN": 1378661, + "TP": 18908, + "n_pred": 22123, + "n_ref": 19980 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7384615384615385, + "FN": 720, + "FP": 912, + "IoU": 0.5853658536585366, + "TN": 1047456, + "TP": 2304, + "n_pred": 3216, + "n_ref": 3024 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 1051390, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 279, + "IoU": 0.0, + "TN": 1051113, + "TP": 0, + "n_pred": 279, + "n_ref": 0 + }, + "14": { + "Dice": 0.8206016695542605, + "FN": 219, + "FP": 2059, + "IoU": 0.6957799145299145, + "TN": 1043904, + "TP": 5210, + "n_pred": 7269, + "n_ref": 5429 + }, + "15": { + "Dice": 0.8019749917560136, + "FN": 19984, + "FP": 2235, + "IoU": 0.6694142327892756, + "TN": 984181, + "TP": 44992, + "n_pred": 47227, + "n_ref": 64976 + }, + "2": { + "Dice": 0.9184866079790223, + "FN": 249, + "FP": 4103, + "IoU": 0.8492605036195491, + "TN": 1022521, + "TP": 24519, + "n_pred": 28622, + "n_ref": 24768 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.957902484344647, + "FN": 725, + "FP": 2764, + "IoU": 0.9192061874768432, + "TN": 1008208, + "TP": 39695, + "n_pred": 42459, + "n_ref": 40420 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8395357638450864, + "FN": 2456, + "FP": 88, + "IoU": 0.7234482008914013, + "TN": 1042193, + "TP": 6655, + "n_pred": 6743, + "n_ref": 9111 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6215025181869054, + "FN": 1619, + "FP": 9203, + "IoU": 0.45085502613284617, + "TN": 1031685, + "TP": 8885, + "n_pred": 18088, + "n_ref": 10504 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6969348997438389, + "FN": 4291, + "FP": 6002, + "IoU": 0.5348427331887202, + "TN": 1029264, + "TP": 11835, + "n_pred": 17837, + "n_ref": 16126 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 7206, + "IoU": 0.0, + "TN": 1044186, + "TP": 0, + "n_pred": 7206, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3765, + "IoU": 0.0, + "TN": 1047627, + "TP": 0, + "n_pred": 3765, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9088886286450404, + "FN": 278, + "FP": 1278, + "IoU": 0.8329934528281636, + "TN": 1042075, + "TP": 7761, + "n_pred": 9039, + "n_ref": 8039 + }, + "7": { + "Dice": 0.9382104033143303, + "FN": 5962, + "FP": 1018, + "IoU": 0.8836123524311346, + "TN": 991420, + "TP": 52992, + "n_pred": 54010, + "n_ref": 58954 + }, + "8": { + "Dice": 0.9429205704180307, + "FN": 488, + "FP": 1029, + "IoU": 0.8920054104079163, + "TN": 1037345, + "TP": 12530, + "n_pred": 13559, + "n_ref": 13018 + }, + "9": { + "Dice": 0.9513774381660969, + "FN": 272, + "FP": 937, + "IoU": 0.9072639410907417, + "TN": 1038355, + "TP": 11828, + "n_pred": 12765, + "n_ref": 12100 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9602879948149662, + "FN": 1462, + "FP": 4175, + "IoU": 0.9236096053772767, + "TN": 977600, + "TP": 68155, + "n_pred": 72330, + "n_ref": 69617 + }, + "10": { + "Dice": 0.8483314775449607, + "FN": 834, + "FP": 3661, + "IoU": 0.7366108051095746, + "TN": 1034326, + "TP": 12571, + "n_pred": 16232, + "n_ref": 13405 + }, + "11": { + "Dice": 0.7263392857142857, + "FN": 340, + "FP": 886, + "IoU": 0.5702769015071855, + "TN": 1048539, + "TP": 1627, + "n_pred": 2513, + "n_ref": 1967 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8562814583918853, + "FN": 2948, + "FP": 2677, + "IoU": 0.7486819765883299, + "TN": 1029010, + "TP": 16757, + "n_pred": 19434, + "n_ref": 19705 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.97024243054833, + "FN": 162, + "FP": 410, + "IoU": 0.9422047084975245, + "TN": 1041495, + "TP": 9325, + "n_pred": 9735, + "n_ref": 9487 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6302521008403361, + "FN": 34, + "FP": 494, + "IoU": 0.4601226993865031, + "TN": 1050414, + "TP": 450, + "n_pred": 944, + "n_ref": 484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.902813007015379, + "FN": 1376, + "FP": 7130, + "IoU": 0.8228433373599366, + "TN": 1003378, + "TP": 39508, + "n_pred": 46638, + "n_ref": 40884 + }, + "7": { + "Dice": 0.5536936511682794, + "FN": 1434, + "FP": 457, + "IoU": 0.38283289817232374, + "TN": 1048328, + "TP": 1173, + "n_pred": 1630, + "n_ref": 2607 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9054599850411369, + "FN": 1333, + "FP": 2459, + "IoU": 0.8272516058493918, + "TN": 1029441, + "TP": 18159, + "n_pred": 20618, + "n_ref": 19492 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9794581720750223, + "FN": 1062, + "FP": 1767, + "IoU": 0.9597432905484248, + "TN": 1506814, + "TP": 67445, + "n_pred": 69212, + "n_ref": 68507 + }, + "10": { + "Dice": 0.8309461471328097, + "FN": 5937, + "FP": 3942, + "IoU": 0.7107851747760408, + "TN": 1542930, + "TP": 24279, + "n_pred": 28221, + "n_ref": 30216 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9509392951405061, + "FN": 412, + "FP": 220, + "IoU": 0.9064673671747817, + "TN": 1570331, + "TP": 6125, + "n_pred": 6345, + "n_ref": 6537 + }, + "3": { + "Dice": 0.9401317201195055, + "FN": 2357, + "FP": 1270, + "IoU": 0.8870269428437938, + "TN": 1544983, + "TP": 28478, + "n_pred": 29748, + "n_ref": 30835 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9817726980213725, + "FN": 2036, + "FP": 1986, + "IoU": 0.9641979704468577, + "TN": 1464748, + "TP": 108318, + "n_pred": 110304, + "n_ref": 110354 + }, + "7": { + "Dice": 0.8631329685085984, + "FN": 1497, + "FP": 7982, + "IoU": 0.7592206868522658, + "TN": 1537720, + "TP": 29889, + "n_pred": 37871, + "n_ref": 31386 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6593892054548947, + "FN": 549, + "FP": 10091, + "IoU": 0.4918572997755385, + "TN": 1205685, + "TP": 10299, + "n_pred": 20390, + "n_ref": 10848 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 96, + "IoU": 0.0, + "TN": 1226528, + "TP": 0, + "n_pred": 96, + "n_ref": 0 + }, + "12": { + "Dice": 0.5507909281494188, + "FN": 1113, + "FP": 1244, + "IoU": 0.38006312467122566, + "TN": 1222822, + "TP": 1445, + "n_pred": 2689, + "n_ref": 2558 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 3514, + "IoU": 0.0, + "TN": 1223110, + "TP": 0, + "n_pred": 3514, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9296296296296296, + "FN": 29, + "FP": 9, + "IoU": 0.8685121107266436, + "TN": 1226335, + "TP": 251, + "n_pred": 260, + "n_ref": 280 + }, + "4": { + "Dice": 0.8438818565400844, + "FN": 1508, + "FP": 1674, + "IoU": 0.7299270072992701, + "TN": 1214842, + "TP": 8600, + "n_pred": 10274, + "n_ref": 10108 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9771210809258993, + "FN": 2090, + "FP": 2851, + "IoU": 0.9552656357512765, + "TN": 1116172, + "TP": 105511, + "n_pred": 108362, + "n_ref": 107601 + }, + "7": { + "Dice": 0.4806220839813375, + "FN": 16680, + "FP": 18, + "IoU": 0.31632820176875204, + "TN": 1202200, + "TP": 7726, + "n_pred": 7744, + "n_ref": 24406 + }, + "8": { + "Dice": 0.9465878192086098, + "FN": 475, + "FP": 2334, + "IoU": 0.8985920577617329, + "TN": 1198924, + "TP": 24891, + "n_pred": 27225, + "n_ref": 25366 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9117915904936015, + "FN": 310, + "FP": 76, + "IoU": 0.8378832423351533, + "TN": 1049011, + "TP": 1995, + "n_pred": 2071, + "n_ref": 2305 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.28701906610343647, + "FN": 4373, + "FP": 1872, + "IoU": 0.16755531858171155, + "TN": 1043890, + "TP": 1257, + "n_pred": 3129, + "n_ref": 5630 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7955182072829131, + "FN": 474, + "FP": 37, + "IoU": 0.6604651162790698, + "TN": 1049887, + "TP": 994, + "n_pred": 1031, + "n_ref": 1468 + }, + "5": { + "Dice": 0.6680378445084327, + "FN": 4246, + "FP": 1403, + "IoU": 0.5015441630636195, + "TN": 1040059, + "TP": 5684, + "n_pred": 7087, + "n_ref": 9930 + }, + "6": { + "Dice": 0.9887891416227595, + "FN": 1338, + "FP": 2326, + "IoU": 0.9778268631426065, + "TN": 886147, + "TP": 161581, + "n_pred": 163907, + "n_ref": 162919 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 712, + "IoU": 0.0, + "TN": 1050680, + "TP": 0, + "n_pred": 712, + "n_ref": 0 + }, + "8": { + "Dice": 0.9230643413547055, + "FN": 1531, + "FP": 5995, + "IoU": 0.8571211603447622, + "TN": 998718, + "TP": 45148, + "n_pred": 51143, + "n_ref": 46679 + }, + "9": { + "Dice": 0.8898825557590777, + "FN": 876, + "FP": 3212, + "IoU": 0.8016111812093565, + "TN": 1030786, + "TP": 16518, + "n_pred": 19730, + "n_ref": 17394 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683850/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset081_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random-label2__seed-12346/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.6153584653614745, + "FN": 2002.0768888888892, + "FP": 1758.280888888889, + "IoU": 0.5330619516283713, + "TN": 1153343.1333333333, + "TP": 11109.842222222223, + "n_pred": 12868.123111111114, + "n_ref": 13111.91911111111 + }, + "mean": { + "1": { + "Dice": 0.6940371278879403, + "FN": 2400.14, + "FP": 1015.72, + "IoU": 0.6423366329309572, + "TN": 1148693.8399999999, + "TP": 16103.633333333331, + "n_pred": 17119.353333333333, + "n_ref": 18503.773333333338 + }, + "10": { + "Dice": 0.6094712659824975, + "FN": 2418.2933333333335, + "FP": 2316.9866666666667, + "IoU": 0.4962449218731823, + "TN": 1155871.0066666668, + "TP": 7607.046666666666, + "n_pred": 9924.033333333333, + "n_ref": 10025.34 + }, + "11": { + "Dice": 0.48040856018600114, + "FN": 173.95333333333332, + "FP": 184.65333333333334, + "IoU": 0.3660904593917024, + "TN": 1167507.56, + "TP": 347.1666666666667, + "n_pred": 531.8199999999999, + "n_ref": 521.12 + }, + "12": { + "Dice": 0.39638667827703034, + "FN": 318.2533333333334, + "FP": 189.91333333333336, + "IoU": 0.30132903850663756, + "TN": 1167276.7933333335, + "TP": 428.37333333333333, + "n_pred": 618.2866666666666, + "n_ref": 746.6266666666667 + }, + "13": { + "Dice": 0.533364678307217, + "FN": 2783.6333333333337, + "FP": 2169.9133333333334, + "IoU": 0.4225308825697273, + "TN": 1158004.8800000001, + "TP": 5254.906666666667, + "n_pred": 7424.82, + "n_ref": 8038.540000000001 + }, + "14": { + "Dice": 0.5541623798552984, + "FN": 1764.8799999999999, + "FP": 1702.6133333333332, + "IoU": 0.48981907710445205, + "TN": 1156471.2866666666, + "TP": 8274.553333333333, + "n_pred": 9977.166666666666, + "n_ref": 10039.433333333332 + }, + "15": { + "Dice": 0.4164132368278044, + "FN": 2555.46, + "FP": 1547.9666666666667, + "IoU": 0.3406796589339526, + "TN": 1159644.0266666668, + "TP": 4465.88, + "n_pred": 6013.846666666666, + "n_ref": 7021.339999999999 + }, + "2": { + "Dice": 0.7023071839764535, + "FN": 1773.0733333333333, + "FP": 1599.1799999999998, + "IoU": 0.6458095995561852, + "TN": 1151872.2133333334, + "TP": 12968.866666666667, + "n_pred": 14568.046666666667, + "n_ref": 14741.939999999999 + }, + "3": { + "Dice": 0.7106377143091682, + "FN": 1714.6733333333334, + "FP": 1623.72, + "IoU": 0.6638491870732751, + "TN": 1148595.9066666667, + "TP": 16279.033333333331, + "n_pred": 17902.753333333334, + "n_ref": 17993.706666666665 + }, + "4": { + "Dice": 0.47246919306560164, + "FN": 1259.7933333333335, + "FP": 876.22, + "IoU": 0.3974617736060183, + "TN": 1163614.16, + "TP": 2463.16, + "n_pred": 3339.38, + "n_ref": 3722.9533333333334 + }, + "5": { + "Dice": 0.5790076443678952, + "FN": 773.6866666666667, + "FP": 538.7066666666667, + "IoU": 0.4593483747369455, + "TN": 1165420.0533333332, + "TP": 1480.8866666666668, + "n_pred": 2019.5933333333335, + "n_ref": 2254.573333333333 + }, + "6": { + "Dice": 0.8212006458532667, + "FN": 3576.093333333333, + "FP": 6228.253333333333, + "IoU": 0.7562245603162024, + "TN": 1104155.86, + "TP": 54253.12666666666, + "n_pred": 60481.380000000005, + "n_ref": 57829.219999999994 + }, + "7": { + "Dice": 0.5896392649613871, + "FN": 6289.793333333333, + "FP": 4378.733333333334, + "IoU": 0.4983598580001886, + "TN": 1139607.0466666666, + "TP": 17937.760000000002, + "n_pred": 22316.493333333332, + "n_ref": 24227.553333333333 + }, + "8": { + "Dice": 0.8869948082946177, + "FN": 1056.2533333333333, + "FP": 889.4933333333335, + "IoU": 0.8194513837717622, + "TN": 1155428.3599999999, + "TP": 10839.226666666666, + "n_pred": 11728.720000000001, + "n_ref": 11895.48 + }, + "9": { + "Dice": 0.7838765982699358, + "FN": 1173.1733333333334, + "FP": 1112.1399999999999, + "IoU": 0.6963938660543796, + "TN": 1157984.0066666666, + "TP": 7944.013333333333, + "n_pred": 9056.153333333332, + "n_ref": 9117.186666666666 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/loop_000/summary.json b/nnActive_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/loop_000/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a71ec094c25dfed1fbcd6ba4a9a602a87de94a12 --- /dev/null +++ b/nnActive_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/loop_000/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.5095187657375526, + "FN": 52916.93066666667, + "FP": 47787.99733333334, + "IoU": 0.3970903238586207, + "TN": 96222582.31200002, + "TP": 133673.6, + "n_pred": 181461.59733333334, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.7183221193226399, + "FN": 57177.14, + "FP": 42470.64, + "IoU": 0.5941505656675827, + "TN": 96220202.06, + "TP": 137111.0, + "n_pred": 179581.64, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.547075470100846, + "FN": 29613.58, + "FP": 37384.18, + "IoU": 0.39585224974287414, + "TN": 96345354.1, + "TP": 44608.98, + "n_pred": 81993.16, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.0, + "FN": 3700.38, + "FP": 0.0, + "IoU": 0.0, + "TN": 96453260.46, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.14940782030364924, + "FN": 3856.6, + "FP": 139.02, + "IoU": 0.08922522111164007, + "TN": 96452585.16, + "TP": 380.06, + "n_pred": 519.08, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.39574329179408396, + "FN": 37851.02, + "FP": 18000.78, + "IoU": 0.2651647594491647, + "TN": 96381101.92, + "TP": 20007.12, + "n_pred": 38007.9, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.5513805420439002, + "FN": 81907.52, + "FP": 21398.78, + "IoU": 0.42737018528526755, + "TN": 96297203.92, + "TP": 56450.62, + "n_pred": 77849.4, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.508424952378098, + "FN": 36543.12, + "FP": 4861.32, + "IoU": 0.3811327519994705, + "TN": 96398052.48, + "TP": 17503.92, + "n_pred": 22365.24, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.48109769613901826, + "FN": 77698.54, + "FP": 55182.44, + "IoU": 0.3522389019201876, + "TN": 96244936.7, + "TP": 79143.16, + "n_pred": 134325.6, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.4723953985012556, + "FN": 72612.44, + "FP": 76309.76, + "IoU": 0.34655408170898655, + "TN": 96217248.5, + "TP": 90790.14, + "n_pred": 167099.9, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.49842225087127917, + "FN": 12264.04, + "FP": 10842.44, + "IoU": 0.37593236440889827, + "TN": 96419540.9, + "TP": 14313.46, + "n_pred": 25155.9, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.35307649693276716, + "FN": 13917.16, + "FP": 905.38, + "IoU": 0.2514690475946651, + "TN": 96438903.3, + "TP": 3235.0, + "n_pred": 4140.38, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.8462647346789737, + "FN": 128720.34, + "FP": 345277.28, + "IoU": 0.7455085016015092, + "TN": 94752459.94, + "TP": 1230503.28, + "n_pred": 1575780.56, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.5420227726946252, + "FN": 176783.6, + "FP": 84724.42, + "IoU": 0.39678676278453673, + "TN": 96033311.76, + "TP": 162141.06, + "n_pred": 246865.48, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.832590094756076, + "FN": 38282.24, + "FP": 7555.88, + "IoU": 0.7271302001125693, + "TN": 96317035.78, + "TP": 94086.94, + "n_pred": 101642.82, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.7465578455460767, + "FN": 22826.24, + "FP": 11767.64, + "IoU": 0.6078392644919584, + "TN": 96367537.7, + "TP": 54829.26, + "n_pred": 66596.9, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.775021393671154, + "FN": 8463, + "FP": 40437, + "IoU": 0.6326815747369053, + "TN": 119460193, + "TP": 84227, + "n_pred": 124664, + "n_ref": 92690 + }, + "10": { + "Dice": 0.5851758022416705, + "FN": 14355, + "FP": 72101, + "IoU": 0.4136031905369109, + "TN": 119445884, + "TP": 60980, + "n_pred": 133081, + "n_ref": 75335 + }, + "11": { + "Dice": 0.0, + "FN": 3546, + "FP": 0, + "IoU": 0.0, + "TN": 119589774, + "TP": 0, + "n_pred": 0, + "n_ref": 3546 + }, + "12": { + "Dice": 0.3697478991596639, + "FN": 3431, + "FP": 94, + "IoU": 0.2268041237113402, + "TN": 119588761, + "TP": 1034, + "n_pred": 1128, + "n_ref": 4465 + }, + "13": { + "Dice": 0.23449522377722784, + "FN": 38875, + "FP": 51760, + "IoU": 0.13282049810078744, + "TN": 119488803, + "TP": 13882, + "n_pred": 65642, + "n_ref": 52757 + }, + "14": { + "Dice": 0.3651126278518265, + "FN": 191905, + "FP": 1389, + "IoU": 0.22332585967196253, + "TN": 119344446, + "TP": 55580, + "n_pred": 56969, + "n_ref": 247485 + }, + "15": { + "Dice": 0.06061208596377856, + "FN": 31034, + "FP": 25659, + "IoU": 0.03125320392331089, + "TN": 119534798, + "TP": 1829, + "n_pred": 27488, + "n_ref": 32863 + }, + "2": { + "Dice": 0.8418735493394538, + "FN": 10766, + "FP": 38081, + "IoU": 0.7269271406928706, + "TN": 119414441, + "TP": 130032, + "n_pred": 168113, + "n_ref": 140798 + }, + "3": { + "Dice": 0.8315687542425501, + "FN": 41136, + "FP": 11219, + "IoU": 0.7116967791318138, + "TN": 119411723, + "TP": 129242, + "n_pred": 140461, + "n_ref": 170378 + }, + "4": { + "Dice": 0.5791846959690276, + "FN": 45914, + "FP": 281, + "IoU": 0.4076424953516702, + "TN": 119515335, + "TP": 31790, + "n_pred": 32071, + "n_ref": 77704 + }, + "5": { + "Dice": 0.0, + "FN": 64264, + "FP": 201, + "IoU": 0.0, + "TN": 119528855, + "TP": 0, + "n_pred": 201, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9046939535852639, + "FN": 52790, + "FP": 185112, + "IoU": 0.825973668771936, + "TN": 118226274, + "TP": 1129144, + "n_pred": 1314256, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 172913, + "IoU": 0.0, + "TN": 119420407, + "TP": 0, + "n_pred": 172913, + "n_ref": 0 + }, + "8": { + "Dice": 0.7428161318503868, + "FN": 112623, + "FP": 7782, + "IoU": 0.5908571933425307, + "TN": 119299034, + "TP": 173881, + "n_pred": 181663, + "n_ref": 286504 + }, + "9": { + "Dice": 0.6949803738939525, + "FN": 34749, + "FP": 1929, + "IoU": 0.5325440016313422, + "TN": 119514857, + "TP": 41785, + "n_pred": 43714, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8031910611646891, + "FN": 38902, + "FP": 34442, + "IoU": 0.6711105132171924, + "TN": 72602655, + "TP": 149661, + "n_pred": 184103, + "n_ref": 188563 + }, + "10": { + "Dice": 0.4945777683179907, + "FN": 21978, + "FP": 73006, + "IoU": 0.32853093166121156, + "TN": 72684203, + "TP": 46473, + "n_pred": 119479, + "n_ref": 68451 + }, + "11": { + "Dice": 0.0, + "FN": 2247, + "FP": 0, + "IoU": 0.0, + "TN": 72823413, + "TP": 0, + "n_pred": 0, + "n_ref": 2247 + }, + "12": { + "Dice": 0.4482332592043489, + "FN": 1967, + "FP": 266, + "IoU": 0.28885350318471337, + "TN": 72822520, + "TP": 907, + "n_pred": 1173, + "n_ref": 2874 + }, + "13": { + "Dice": 0.4246363121103344, + "FN": 33326, + "FP": 12355, + "IoU": 0.2695481147462343, + "TN": 72763122, + "TP": 16857, + "n_pred": 29212, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8427138844407109, + "FN": 12685, + "FP": 11281, + "IoU": 0.7281811067381959, + "TN": 72737491, + "TP": 64203, + "n_pred": 75484, + "n_ref": 76888 + }, + "15": { + "Dice": 0.5876982220086497, + "FN": 22913, + "FP": 4543, + "IoU": 0.41612793467165704, + "TN": 72778636, + "TP": 19568, + "n_pred": 24111, + "n_ref": 42481 + }, + "2": { + "Dice": 0.6849614678479957, + "FN": 15897, + "FP": 94438, + "IoU": 0.5208679830294293, + "TN": 72595379, + "TP": 119946, + "n_pred": 214384, + "n_ref": 135843 + }, + "3": { + "Dice": 0.4112341698210197, + "FN": 91947, + "FP": 8845, + "IoU": 0.25883875522089533, + "TN": 72689668, + "TP": 35200, + "n_pred": 44045, + "n_ref": 127147 + }, + "4": { + "Dice": 0.7094005750940058, + "FN": 10974, + "FP": 2164, + "IoU": 0.5496675121683691, + "TN": 72796486, + "TP": 16036, + "n_pred": 18200, + "n_ref": 27010 + }, + "5": { + "Dice": 0.6216320742555111, + "FN": 3817, + "FP": 2053, + "IoU": 0.4509913954358399, + "TN": 72814968, + "TP": 4822, + "n_pred": 6875, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9061893972587547, + "FN": 47532, + "FP": 192692, + "IoU": 0.8284701162959245, + "TN": 71425181, + "TP": 1160255, + "n_pred": 1352947, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.5656734648554613, + "FN": 124260, + "FP": 51753, + "IoU": 0.3943826255703049, + "TN": 72535026, + "TP": 114621, + "n_pred": 166374, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9230200170321116, + "FN": 4543, + "FP": 4406, + "IoU": 0.8570447284345047, + "TN": 72763060, + "TP": 53651, + "n_pred": 58057, + "n_ref": 58194 + }, + "9": { + "Dice": 0.7909963835889762, + "FN": 20898, + "FP": 9270, + "IoU": 0.6542547705002578, + "TN": 72738405, + "TP": 57087, + "n_pred": 66357, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.682034185595005, + "FN": 102309, + "FP": 44761, + "IoU": 0.5174900427162551, + "TN": 71504686, + "TP": 157732, + "n_pred": 202493, + "n_ref": 260041 + }, + "10": { + "Dice": 0.7358215483306605, + "FN": 28107, + "FP": 19005, + "IoU": 0.5820551262830124, + "TN": 71696765, + "TP": 65611, + "n_pred": 84616, + "n_ref": 93718 + }, + "11": { + "Dice": 0.0, + "FN": 3369, + "FP": 0, + "IoU": 0.0, + "TN": 71806119, + "TP": 0, + "n_pred": 0, + "n_ref": 3369 + }, + "12": { + "Dice": 0.08847497089639116, + "FN": 6205, + "FP": 59, + "IoU": 0.04628501827040195, + "TN": 71802920, + "TP": 304, + "n_pred": 363, + "n_ref": 6509 + }, + "13": { + "Dice": 0.5479981823631213, + "FN": 35561, + "FP": 11190, + "IoU": 0.3774087440572106, + "TN": 71734397, + "TP": 28340, + "n_pred": 39530, + "n_ref": 63901 + }, + "14": { + "Dice": 0.10439820739151506, + "FN": 493413, + "FP": 0, + "IoU": 0.05507391256887112, + "TN": 71287317, + "TP": 28758, + "n_pred": 28758, + "n_ref": 522171 + }, + "15": { + "Dice": 0.009131565033486076, + "FN": 179834, + "FP": 76, + "IoU": 0.0045867245032892735, + "TN": 71628749, + "TP": 829, + "n_pred": 905, + "n_ref": 180663 + }, + "2": { + "Dice": 0.6458567706574004, + "FN": 36934, + "FP": 83633, + "IoU": 0.47694863930379555, + "TN": 71578981, + "TP": 109940, + "n_pred": 193573, + "n_ref": 146874 + }, + "3": { + "Dice": 0.5876454924783134, + "FN": 99368, + "FP": 20802, + "IoU": 0.41607506426235563, + "TN": 71603691, + "TP": 85627, + "n_pred": 106429, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7197437786973527, + "FN": 1278, + "FP": 8610, + "IoU": 0.5621872924507416, + "TN": 71786903, + "TP": 12697, + "n_pred": 21307, + "n_ref": 13975 + }, + "5": { + "Dice": 0.7168339487232825, + "FN": 3451, + "FP": 1994, + "IoU": 0.558644727243252, + "TN": 71797151, + "TP": 6892, + "n_pred": 8886, + "n_ref": 10343 + }, + "6": { + "Dice": 0.8817083644366863, + "FN": 47552, + "FP": 274609, + "IoU": 0.7884422420744889, + "TN": 70286684, + "TP": 1200643, + "n_pred": 1475252, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.8143752649073104, + "FN": 52610, + "FP": 30600, + "IoU": 0.6868743885000377, + "TN": 71543748, + "TP": 182530, + "n_pred": 213130, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9196641390225454, + "FN": 8891, + "FP": 3748, + "IoU": 0.8512761375804573, + "TN": 71724505, + "TP": 72344, + "n_pred": 76092, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8574254627667091, + "FN": 15340, + "FP": 8876, + "IoU": 0.7504328468958694, + "TN": 71712456, + "TP": 72816, + "n_pred": 81692, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8799748701123864, + "FN": 37708, + "FP": 10436, + "IoU": 0.7856742198281619, + "TN": 135220880, + "TP": 176486, + "n_pred": 186922, + "n_ref": 214194 + }, + "10": { + "Dice": 0.7032529838520946, + "FN": 28040, + "FP": 20144, + "IoU": 0.5423208807074535, + "TN": 135340231, + "TP": 57095, + "n_pred": 77239, + "n_ref": 85135 + }, + "11": { + "Dice": 0.0, + "FN": 3547, + "FP": 0, + "IoU": 0.0, + "TN": 135441963, + "TP": 0, + "n_pred": 0, + "n_ref": 3547 + }, + "12": { + "Dice": 0.002883922134102379, + "FN": 5500, + "FP": 32, + "IoU": 0.001444043321299639, + "TN": 135439970, + "TP": 8, + "n_pred": 40, + "n_ref": 5508 + }, + "13": { + "Dice": 0.5921635958281014, + "FN": 17465, + "FP": 14365, + "IoU": 0.4206196075576104, + "TN": 135390572, + "TP": 23108, + "n_pred": 37473, + "n_ref": 40573 + }, + "14": { + "Dice": 0.77576272821121, + "FN": 34428, + "FP": 28347, + "IoU": 0.6336702419439549, + "TN": 135274148, + "TP": 108587, + "n_pred": 136934, + "n_ref": 143015 + }, + "15": { + "Dice": 0.4588507365140013, + "FN": 33045, + "FP": 10011, + "IoU": 0.29773283314304355, + "TN": 135384200, + "TP": 18254, + "n_pred": 28265, + "n_ref": 51299 + }, + "2": { + "Dice": 0.7010314712250343, + "FN": 36638, + "FP": 110836, + "IoU": 0.5396831837690207, + "TN": 135125135, + "TP": 172901, + "n_pred": 283737, + "n_ref": 209539 + }, + "3": { + "Dice": 0.5768290722419163, + "FN": 121016, + "FP": 34289, + "IoU": 0.40531257418994154, + "TN": 135184356, + "TP": 105849, + "n_pred": 140138, + "n_ref": 226865 + }, + "4": { + "Dice": 0.7726344054637792, + "FN": 3751, + "FP": 15724, + "IoU": 0.6295063255017598, + "TN": 135392945, + "TP": 33090, + "n_pred": 48814, + "n_ref": 36841 + }, + "5": { + "Dice": 0.16525002405619527, + "FN": 25468, + "FP": 557, + "IoU": 0.09006678088178735, + "TN": 135416909, + "TP": 2576, + "n_pred": 3133, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9347324559888682, + "FN": 65611, + "FP": 157377, + "IoU": 0.8774626254633179, + "TN": 133625755, + "TP": 1596767, + "n_pred": 1754144, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.6228459879670765, + "FN": 86181, + "FP": 50414, + "IoU": 0.45227039425143556, + "TN": 135196126, + "TP": 112789, + "n_pred": 163203, + "n_ref": 198970 + }, + "8": { + "Dice": 0.6238212226940008, + "FN": 153655, + "FP": 10336, + "IoU": 0.45329955161435503, + "TN": 135145545, + "TP": 135974, + "n_pred": 146310, + "n_ref": 289629 + }, + "9": { + "Dice": 0.7399285403709095, + "FN": 39324, + "FP": 1947, + "IoU": 0.5872115701983377, + "TN": 135345529, + "TP": 58710, + "n_pred": 60657, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.47561097955041237, + "FN": 154287, + "FP": 70474, + "IoU": 0.3120010529924576, + "TN": 105427317, + "TP": 101927, + "n_pred": 172401, + "n_ref": 256214 + }, + "10": { + "Dice": 0.26751081514606523, + "FN": 38471, + "FP": 82085, + "IoU": 0.1544083608052185, + "TN": 105611435, + "TP": 22014, + "n_pred": 104099, + "n_ref": 60485 + }, + "11": { + "Dice": 0.0, + "FN": 2469, + "FP": 0, + "IoU": 0.0, + "TN": 105751536, + "TP": 0, + "n_pred": 0, + "n_ref": 2469 + }, + "12": { + "Dice": 0.2611196319018405, + "FN": 3723, + "FP": 131, + "IoU": 0.15016538037486218, + "TN": 105749470, + "TP": 681, + "n_pred": 812, + "n_ref": 4404 + }, + "13": { + "Dice": 0.18163927398848437, + "FN": 71580, + "FP": 12419, + "IoU": 0.09989177141265096, + "TN": 105660684, + "TP": 9322, + "n_pred": 21741, + "n_ref": 80902 + }, + "14": { + "Dice": 0.6743874926268038, + "FN": 86000, + "FP": 21092, + "IoU": 0.5087365190625387, + "TN": 105536012, + "TP": 110901, + "n_pred": 131993, + "n_ref": 196901 + }, + "15": { + "Dice": 0.6446060606060606, + "FN": 11978, + "FP": 5614, + "IoU": 0.47558576283312465, + "TN": 105720459, + "TP": 15954, + "n_pred": 21568, + "n_ref": 27932 + }, + "2": { + "Dice": 0.5383587226333462, + "FN": 95091, + "FP": 4034, + "IoU": 0.36832479416787745, + "TN": 105597081, + "TP": 57799, + "n_pred": 61833, + "n_ref": 152890 + }, + "3": { + "Dice": 0.6451499912432135, + "FN": 16744, + "FP": 153452, + "IoU": 0.4761781651647215, + "TN": 105429093, + "TP": 154716, + "n_pred": 308168, + "n_ref": 171460 + }, + "4": { + "Dice": 0.2877034649476229, + "FN": 31928, + "FP": 12270, + "IoU": 0.16802198629621262, + "TN": 105700881, + "TP": 8926, + "n_pred": 21196, + "n_ref": 40854 + }, + "5": { + "Dice": 0.46192259675405745, + "FN": 8295, + "FP": 1187, + "IoU": 0.3003246753246753, + "TN": 105740453, + "TP": 4070, + "n_pred": 5257, + "n_ref": 12365 + }, + "6": { + "Dice": 0.8511713686569155, + "FN": 135646, + "FP": 354273, + "IoU": 0.7409036869683681, + "TN": 103863129, + "TP": 1400957, + "n_pred": 1755230, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.6910789601922334, + "FN": 62748, + "FP": 121094, + "IoU": 0.5279760498721359, + "TN": 105364529, + "TP": 205634, + "n_pred": 326728, + "n_ref": 268382 + }, + "8": { + "Dice": 0.8979698045099461, + "FN": 7571, + "FP": 10858, + "IoU": 0.8148323051262987, + "TN": 105654479, + "TP": 81097, + "n_pred": 91955, + "n_ref": 88668 + }, + "9": { + "Dice": 0.7432112802588452, + "FN": 21861, + "FP": 14726, + "IoU": 0.5913573766097416, + "TN": 105664472, + "TP": 52946, + "n_pred": 67672, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7725706214218729, + "FN": 21347, + "FP": 115190, + "IoU": 0.6294216473104388, + "TN": 96769437, + "TP": 231906, + "n_pred": 347096, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8062075134941248, + "FN": 19297, + "FP": 25546, + "IoU": 0.6753330437300897, + "TN": 96999760, + "TP": 93277, + "n_pred": 118823, + "n_ref": 112574 + }, + "11": { + "Dice": 0.0, + "FN": 3561, + "FP": 0, + "IoU": 0.0, + "TN": 97134319, + "TP": 0, + "n_pred": 0, + "n_ref": 3561 + }, + "12": { + "Dice": 0.1054702872884691, + "FN": 4250, + "FP": 296, + "IoU": 0.055670959700872456, + "TN": 97133066, + "TP": 268, + "n_pred": 564, + "n_ref": 4518 + }, + "13": { + "Dice": 0.6592368410289968, + "FN": 17659, + "FP": 15669, + "IoU": 0.49168776500015254, + "TN": 97072314, + "TP": 32238, + "n_pred": 47907, + "n_ref": 49897 + }, + "14": { + "Dice": 0.7693467578975975, + "FN": 88947, + "FP": 16295, + "IoU": 0.625153155720188, + "TN": 96857120, + "TP": 175518, + "n_pred": 191813, + "n_ref": 264465 + }, + "15": { + "Dice": 0.2968990543215307, + "FN": 18322, + "FP": 860, + "IoU": 0.17432851239669422, + "TN": 97114648, + "TP": 4050, + "n_pred": 4910, + "n_ref": 22372 + }, + "2": { + "Dice": 0.20853699537072956, + "FN": 121876, + "FP": 538, + "IoU": 0.11640597368288089, + "TN": 96999339, + "TP": 16127, + "n_pred": 16665, + "n_ref": 138003 + }, + "3": { + "Dice": 0.6463097860485797, + "FN": 16016, + "FP": 139891, + "IoU": 0.4774429033966362, + "TN": 96839526, + "TP": 142447, + "n_pred": 282338, + "n_ref": 158463 + }, + "4": { + "Dice": 0.6832177332856633, + "FN": 3609, + "FP": 18542, + "IoU": 0.5188539901820235, + "TN": 97091842, + "TP": 23887, + "n_pred": 42429, + "n_ref": 27496 + }, + "5": { + "Dice": 0.5665744381340712, + "FN": 8797, + "FP": 132, + "IoU": 0.39525905858449034, + "TN": 97123115, + "TP": 5836, + "n_pred": 5968, + "n_ref": 14633 + }, + "6": { + "Dice": 0.8457975180779836, + "FN": 108107, + "FP": 399547, + "IoU": 0.7327982146334788, + "TN": 95237990, + "TP": 1392236, + "n_pred": 1791783, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.8330655610261726, + "FN": 61362, + "FP": 15942, + "IoU": 0.7138923432225973, + "TN": 96867688, + "TP": 192888, + "n_pred": 208830, + "n_ref": 254250 + }, + "8": { + "Dice": 0.8952111004396136, + "FN": 13409, + "FP": 13431, + "IoU": 0.8103005929873416, + "TN": 96996393, + "TP": 114647, + "n_pred": 128078, + "n_ref": 128056 + }, + "9": { + "Dice": 0.7667442925101013, + "FN": 10797, + "FP": 24360, + "IoU": 0.621723692704971, + "TN": 97044940, + "TP": 57783, + "n_pred": 82143, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8960868081170654, + "FN": 10742, + "FP": 27008, + "IoU": 0.8117366607320078, + "TN": 130566275, + "TP": 162767, + "n_pred": 189775, + "n_ref": 173509 + }, + "10": { + "Dice": 0.6574361005615229, + "FN": 20815, + "FP": 37995, + "IoU": 0.4896870091892783, + "TN": 130651549, + "TP": 56433, + "n_pred": 94428, + "n_ref": 77248 + }, + "11": { + "Dice": 0.0, + "FN": 4049, + "FP": 0, + "IoU": 0.0, + "TN": 130762743, + "TP": 0, + "n_pred": 0, + "n_ref": 4049 + }, + "12": { + "Dice": 0.2451885051410493, + "FN": 2863, + "FP": 0, + "IoU": 0.13972355769230768, + "TN": 130763464, + "TP": 465, + "n_pred": 465, + "n_ref": 3328 + }, + "13": { + "Dice": 0.3937534607383906, + "FN": 35056, + "FP": 45964, + "IoU": 0.24513886947852903, + "TN": 130659461, + "TP": 26311, + "n_pred": 72275, + "n_ref": 61367 + }, + "14": { + "Dice": 0.8781549173194082, + "FN": 28257, + "FP": 8143, + "IoU": 0.78277734678045, + "TN": 130599222, + "TP": 131170, + "n_pred": 139313, + "n_ref": 159427 + }, + "15": { + "Dice": 0.7736573669558856, + "FN": 9753, + "FP": 1386, + "IoU": 0.6308655885471898, + "TN": 130736616, + "TP": 19037, + "n_pred": 20423, + "n_ref": 28790 + }, + "2": { + "Dice": 0.6698769696877757, + "FN": 11780, + "FP": 140549, + "IoU": 0.503620307612096, + "TN": 130459912, + "TP": 154551, + "n_pred": 295100, + "n_ref": 166331 + }, + "3": { + "Dice": 0.0497248187297982, + "FN": 161782, + "FP": 1385, + "IoU": 0.02549630903748298, + "TN": 130599356, + "TP": 4269, + "n_pred": 5654, + "n_ref": 166051 + }, + "4": { + "Dice": 0.6370663102225839, + "FN": 13493, + "FP": 5242, + "IoU": 0.4674228210813577, + "TN": 130731614, + "TP": 16443, + "n_pred": 21685, + "n_ref": 29936 + }, + "5": { + "Dice": 0.29374375958892435, + "FN": 25278, + "FP": 3723, + "IoU": 0.17215688513359215, + "TN": 130731760, + "TP": 6031, + "n_pred": 9754, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9174323566813234, + "FN": 57254, + "FP": 173116, + "IoU": 0.8474596135802461, + "TN": 129256569, + "TP": 1279853, + "n_pred": 1452969, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.7878693806030127, + "FN": 102935, + "FP": 81562, + "IoU": 0.6499871944452349, + "TN": 130239677, + "TP": 342618, + "n_pred": 424180, + "n_ref": 445553 + }, + "8": { + "Dice": 0.764869143419624, + "FN": 79473, + "FP": 13209, + "IoU": 0.6192616266889047, + "TN": 130523365, + "TP": 150745, + "n_pred": 163954, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8001954866220556, + "FN": 27530, + "FP": 9674, + "IoU": 0.6669382201015192, + "TN": 130655089, + "TP": 74499, + "n_pred": 84173, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7101852074853688, + "FN": 53406, + "FP": 66928, + "IoU": 0.5506102206354659, + "TN": 71968236, + "TP": 147438, + "n_pred": 214366, + "n_ref": 200844 + }, + "10": { + "Dice": 0.2696747610523827, + "FN": 42701, + "FP": 65420, + "IoU": 0.15585206467681112, + "TN": 72107925, + "TP": 19962, + "n_pred": 85382, + "n_ref": 62663 + }, + "11": { + "Dice": 0.0, + "FN": 2687, + "FP": 0, + "IoU": 0.0, + "TN": 72233321, + "TP": 0, + "n_pred": 0, + "n_ref": 2687 + }, + "12": { + "Dice": 0.06325802615933412, + "FN": 3938, + "FP": 1, + "IoU": 0.03266208251473477, + "TN": 72231936, + "TP": 133, + "n_pred": 134, + "n_ref": 4071 + }, + "13": { + "Dice": 0.20861568247821877, + "FN": 60525, + "FP": 14685, + "IoU": 0.11645501215887598, + "TN": 72150885, + "TP": 9913, + "n_pred": 24598, + "n_ref": 70438 + }, + "14": { + "Dice": 0.09849490595026776, + "FN": 67242, + "FP": 53630, + "IoU": 0.051798391841537554, + "TN": 72108533, + "TP": 6603, + "n_pred": 60233, + "n_ref": 73845 + }, + "15": { + "Dice": 0.615547621789704, + "FN": 14954, + "FP": 1737, + "IoU": 0.4446145143579676, + "TN": 72205955, + "TP": 13362, + "n_pred": 15099, + "n_ref": 28316 + }, + "2": { + "Dice": 0.0008069509081675953, + "FN": 127237, + "FP": 16398, + "IoU": 0.00040363831223511233, + "TN": 72092315, + "TP": 58, + "n_pred": 16456, + "n_ref": 127295 + }, + "3": { + "Dice": 0.4643507581856334, + "FN": 27505, + "FP": 297197, + "IoU": 0.3023807426473274, + "TN": 71770565, + "TP": 140741, + "n_pred": 437938, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 53372, + "IoU": 0.0, + "TN": 72182636, + "TP": 0, + "n_pred": 53372, + "n_ref": 0 + }, + "5": { + "Dice": 0.7413493442881972, + "FN": 1189, + "FP": 3722, + "IoU": 0.5890032638714536, + "TN": 72224059, + "TP": 7038, + "n_pred": 10760, + "n_ref": 8227 + }, + "6": { + "Dice": 0.6378798186866449, + "FN": 183219, + "FP": 1325231, + "IoU": 0.4682992201698397, + "TN": 69398980, + "TP": 1328578, + "n_pred": 2653809, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.28340006545550767, + "FN": 237514, + "FP": 277037, + "IoU": 0.16509383447617873, + "TN": 71619710, + "TP": 101747, + "n_pred": 378784, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9006567893691767, + "FN": 8613, + "FP": 4395, + "IoU": 0.8192680690249257, + "TN": 72164034, + "TP": 58966, + "n_pred": 63361, + "n_ref": 67579 + }, + "9": { + "Dice": 0.5270954755357918, + "FN": 29588, + "FP": 6357, + "IoU": 0.35786126444789823, + "TN": 72180031, + "TP": 20032, + "n_pred": 26389, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3544957189835798, + "FN": 41399, + "FP": 131926, + "IoU": 0.21543287554658289, + "TN": 52332202, + "TP": 47593, + "n_pred": 179519, + "n_ref": 88992 + }, + "10": { + "Dice": 0.09524742389217568, + "FN": 44753, + "FP": 1431, + "IoU": 0.0500051424457472, + "TN": 52504505, + "TP": 2431, + "n_pred": 3862, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0, + "FN": 2042, + "FP": 0, + "IoU": 0.0, + "TN": 52551078, + "TP": 0, + "n_pred": 0, + "n_ref": 2042 + }, + "12": { + "Dice": 0.0, + "FN": 4066, + "FP": 352, + "IoU": 0.0, + "TN": 52548702, + "TP": 0, + "n_pred": 352, + "n_ref": 4066 + }, + "13": { + "Dice": 0.10904936861280064, + "FN": 19849, + "FP": 9008, + "IoU": 0.0576690722659439, + "TN": 52522497, + "TP": 1766, + "n_pred": 10774, + "n_ref": 21615 + }, + "14": { + "Dice": 0.00112005600280014, + "FN": 55805, + "FP": 1271, + "IoU": 0.0005603418085031869, + "TN": 52496012, + "TP": 32, + "n_pred": 1303, + "n_ref": 55837 + }, + "15": { + "Dice": 0.03355281591482208, + "FN": 24790, + "FP": 2804, + "IoU": 0.017062658070031704, + "TN": 52525047, + "TP": 479, + "n_pred": 3283, + "n_ref": 25269 + }, + "2": { + "Dice": 0.3689563600526262, + "FN": 97077, + "FP": 32906, + "IoU": 0.2262087604624305, + "TN": 52385138, + "TP": 37999, + "n_pred": 70905, + "n_ref": 135076 + }, + "3": { + "Dice": 0.21878358276115809, + "FN": 122429, + "FP": 25142, + "IoU": 0.12282818676256427, + "TN": 52384885, + "TP": 20664, + "n_pred": 45806, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 0, + "IoU": 0.0, + "TN": 52551240, + "TP": 0, + "n_pred": 0, + "n_ref": 1880 + }, + "5": { + "Dice": 0.6968503937007874, + "FN": 2034, + "FP": 1662, + "IoU": 0.5347432024169184, + "TN": 52545176, + "TP": 4248, + "n_pred": 5910, + "n_ref": 6282 + }, + "6": { + "Dice": 0.7664723486943817, + "FN": 232438, + "FP": 96850, + "IoU": 0.6213661670924967, + "TN": 51683446, + "TP": 540386, + "n_pred": 637236, + "n_ref": 772824 + }, + "7": { + "Dice": 0.335236900902045, + "FN": 150827, + "FP": 16682, + "IoU": 0.2013721358214221, + "TN": 52343374, + "TP": 42237, + "n_pred": 58919, + "n_ref": 193064 + }, + "8": { + "Dice": 0.6726509538073466, + "FN": 25399, + "FP": 7823, + "IoU": 0.5067626753767352, + "TN": 52485765, + "TP": 34133, + "n_pred": 41956, + "n_ref": 59532 + }, + "9": { + "Dice": 0.6476273981754035, + "FN": 31557, + "FP": 19080, + "IoU": 0.47888237110219206, + "TN": 52455950, + "TP": 46533, + "n_pred": 65613, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.724829925357168, + "FN": 50490, + "FP": 133429, + "IoU": 0.5684182367282958, + "TN": 143711099, + "TP": 242232, + "n_pred": 375661, + "n_ref": 292722 + }, + "10": { + "Dice": 0.5977773600596957, + "FN": 45807, + "FP": 24806, + "IoU": 0.42630702360157613, + "TN": 144014165, + "TP": 52472, + "n_pred": 77278, + "n_ref": 98279 + }, + "11": { + "Dice": 0.0, + "FN": 6619, + "FP": 0, + "IoU": 0.0, + "TN": 144130631, + "TP": 0, + "n_pred": 0, + "n_ref": 6619 + }, + "12": { + "Dice": 0.25618758141554493, + "FN": 4761, + "FP": 378, + "IoU": 0.14691235059760957, + "TN": 144131226, + "TP": 885, + "n_pred": 1263, + "n_ref": 5646 + }, + "13": { + "Dice": 0.4538645038167939, + "FN": 66249, + "FP": 25327, + "IoU": 0.2935476903138211, + "TN": 144007622, + "TP": 38052, + "n_pred": 63379, + "n_ref": 104301 + }, + "14": { + "Dice": 0.20156457019414328, + "FN": 363159, + "FP": 8662, + "IoU": 0.1120777353768561, + "TN": 143718496, + "TP": 46933, + "n_pred": 55595, + "n_ref": 410092 + }, + "15": { + "Dice": 0.5672355560869176, + "FN": 13177, + "FP": 1302, + "IoU": 0.395902870493992, + "TN": 144113282, + "TP": 9489, + "n_pred": 10791, + "n_ref": 22666 + }, + "2": { + "Dice": 0.6426137007176762, + "FN": 13217, + "FP": 125619, + "IoU": 0.4734199107928513, + "TN": 143873594, + "TP": 124820, + "n_pred": 250439, + "n_ref": 138037 + }, + "3": { + "Dice": 0.3369887308002513, + "FN": 136384, + "FP": 12407, + "IoU": 0.20263767121819468, + "TN": 143950646, + "TP": 37813, + "n_pred": 50220, + "n_ref": 174197 + }, + "4": { + "Dice": 0.8471387793937747, + "FN": 4427, + "FP": 12442, + "IoU": 0.734814186002641, + "TN": 144073638, + "TP": 46743, + "n_pred": 59185, + "n_ref": 51170 + }, + "5": { + "Dice": 0.19099783080260305, + "FN": 28610, + "FP": 1226, + "IoU": 0.1055818694166317, + "TN": 144103892, + "TP": 3522, + "n_pred": 4748, + "n_ref": 32132 + }, + "6": { + "Dice": 0.7890597577890955, + "FN": 101949, + "FP": 569929, + "IoU": 0.6516091630982962, + "TN": 142208732, + "TP": 1256640, + "n_pred": 1826569, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.6047348914605551, + "FN": 129133, + "FP": 27641, + "IoU": 0.43341934644491187, + "TN": 143860548, + "TP": 119928, + "n_pred": 147569, + "n_ref": 249061 + }, + "8": { + "Dice": 0.879217005107565, + "FN": 33824, + "FP": 19833, + "IoU": 0.7844667603936534, + "TN": 143888300, + "TP": 195293, + "n_pred": 215126, + "n_ref": 229117 + }, + "9": { + "Dice": 0.793189251787978, + "FN": 18434, + "FP": 21211, + "IoU": 0.6572606789947351, + "TN": 144021579, + "TP": 76026, + "n_pred": 97237, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8196493726083475, + "FN": 29804, + "FP": 51260, + "IoU": 0.6944117735758014, + "TN": 111513648, + "TP": 184208, + "n_pred": 235468, + "n_ref": 214012 + }, + "10": { + "Dice": 0.31051339431203423, + "FN": 31710, + "FP": 31760, + "IoU": 0.18379156914688408, + "TN": 111701158, + "TP": 14292, + "n_pred": 46052, + "n_ref": 46002 + }, + "11": { + "Dice": 0.0, + "FN": 3795, + "FP": 0, + "IoU": 0.0, + "TN": 111775125, + "TP": 0, + "n_pred": 0, + "n_ref": 3795 + }, + "12": { + "Dice": 0.0, + "FN": 4660, + "FP": 9, + "IoU": 0.0, + "TN": 111774251, + "TP": 0, + "n_pred": 9, + "n_ref": 4660 + }, + "13": { + "Dice": 0.5278911848025329, + "FN": 27600, + "FP": 17730, + "IoU": 0.3585952202396955, + "TN": 111708247, + "TP": 25343, + "n_pred": 43073, + "n_ref": 52943 + }, + "14": { + "Dice": 0.7975175597964772, + "FN": 14937, + "FP": 24182, + "IoU": 0.6632259508600354, + "TN": 111662762, + "TP": 77039, + "n_pred": 101221, + "n_ref": 91976 + }, + "15": { + "Dice": 0.5656718843091588, + "FN": 5510, + "FP": 2509, + "IoU": 0.3943810890416132, + "TN": 111765679, + "TP": 5222, + "n_pred": 7731, + "n_ref": 10732 + }, + "2": { + "Dice": 0.9167470611355272, + "FN": 26710, + "FP": 5910, + "IoU": 0.8462908599135799, + "TN": 111566701, + "TP": 179599, + "n_pred": 185509, + "n_ref": 206309 + }, + "3": { + "Dice": 0.8214303196436439, + "FN": 13096, + "FP": 8792, + "IoU": 0.6969722141462806, + "TN": 111706689, + "TP": 50343, + "n_pred": 59135, + "n_ref": 63439 + }, + "4": { + "Dice": 0.7621355213524601, + "FN": 4839, + "FP": 3800, + "IoU": 0.6156857511455136, + "TN": 111756441, + "TP": 13840, + "n_pred": 17640, + "n_ref": 18679 + }, + "5": { + "Dice": 0.0033205041128971397, + "FN": 26372, + "FP": 42, + "IoU": 0.001663013077330108, + "TN": 111752462, + "TP": 44, + "n_pred": 86, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9246644495317985, + "FN": 94536, + "FP": 91260, + "IoU": 0.8598845719637924, + "TN": 110452899, + "TP": 1140225, + "n_pred": 1231485, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.39664063732668253, + "FN": 166747, + "FP": 51222, + "IoU": 0.2473809967750178, + "TN": 111489306, + "TP": 71645, + "n_pred": 122867, + "n_ref": 238392 + }, + "8": { + "Dice": 0.7417227752084726, + "FN": 111893, + "FP": 3263, + "IoU": 0.5894748475093491, + "TN": 111498411, + "TP": 165353, + "n_pred": 168616, + "n_ref": 277246 + }, + "9": { + "Dice": 0.740747977919368, + "FN": 27267, + "FP": 9882, + "IoU": 0.5882444220303477, + "TN": 111688699, + "TP": 53072, + "n_pred": 62954, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4072092491091957, + "FN": 109349, + "FP": 53854, + "IoU": 0.2556577183044632, + "TN": 198868617, + "TP": 56055, + "n_pred": 109909, + "n_ref": 165404 + }, + "10": { + "Dice": 0.6689696467228594, + "FN": 19555, + "FP": 23567, + "IoU": 0.502595335317323, + "TN": 199001181, + "TP": 43572, + "n_pred": 67139, + "n_ref": 63127 + }, + "11": { + "Dice": 0.0, + "FN": 4435, + "FP": 0, + "IoU": 0.0, + "TN": 199083440, + "TP": 0, + "n_pred": 0, + "n_ref": 4435 + }, + "12": { + "Dice": 0.13984461709211987, + "FN": 3083, + "FP": 17, + "IoU": 0.07517899761336516, + "TN": 199084523, + "TP": 252, + "n_pred": 269, + "n_ref": 3335 + }, + "13": { + "Dice": 0.16558096558096558, + "FN": 32010, + "FP": 4112, + "IoU": 0.09026343625648517, + "TN": 199048169, + "TP": 3584, + "n_pred": 7696, + "n_ref": 35594 + }, + "14": { + "Dice": 0.40745084301750006, + "FN": 33572, + "FP": 5333, + "IoU": 0.25584820489279086, + "TN": 199035594, + "TP": 13376, + "n_pred": 18709, + "n_ref": 46948 + }, + "15": { + "Dice": 0.034773822805060306, + "FN": 136088, + "FP": 1477, + "IoU": 0.01769456524067608, + "TN": 198947832, + "TP": 2478, + "n_pred": 3955, + "n_ref": 138566 + }, + "2": { + "Dice": 0.6761233677264211, + "FN": 8677, + "FP": 107151, + "IoU": 0.5107147835710876, + "TN": 198851146, + "TP": 120901, + "n_pred": 228052, + "n_ref": 129578 + }, + "3": { + "Dice": 0.3274236048756727, + "FN": 110935, + "FP": 3670, + "IoU": 0.19576002975417717, + "TN": 198945374, + "TP": 27896, + "n_pred": 31566, + "n_ref": 138831 + }, + "4": { + "Dice": 0.3820522183677196, + "FN": 12935, + "FP": 603, + "IoU": 0.236133837386447, + "TN": 199070152, + "TP": 4185, + "n_pred": 4788, + "n_ref": 17120 + }, + "5": { + "Dice": 0.2211522633744856, + "FN": 17381, + "FP": 1545, + "IoU": 0.12432332392541526, + "TN": 199066262, + "TP": 2687, + "n_pred": 4232, + "n_ref": 20068 + }, + "6": { + "Dice": 0.7787056636846416, + "FN": 99029, + "FP": 501152, + "IoU": 0.6376068737320065, + "TN": 197431715, + "TP": 1055979, + "n_pred": 1557131, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.6966819471731063, + "FN": 54048, + "FP": 34880, + "IoU": 0.5345448454903274, + "TN": 198896819, + "TP": 102128, + "n_pred": 137008, + "n_ref": 156176 + }, + "8": { + "Dice": 0.9097039016208289, + "FN": 10425, + "FP": 11001, + "IoU": 0.8343640805219704, + "TN": 198958519, + "TP": 107930, + "n_pred": 118931, + "n_ref": 118355 + }, + "9": { + "Dice": 0.8655592447884831, + "FN": 14896, + "FP": 12597, + "IoU": 0.7629832063174592, + "TN": 198971879, + "TP": 88503, + "n_pred": 101100, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8410559511908565, + "FN": 21158, + "FP": 40532, + "IoU": 0.725708848546288, + "TN": 130850285, + "TP": 163217, + "n_pred": 203749, + "n_ref": 184375 + }, + "10": { + "Dice": 0.4553420493494006, + "FN": 24001, + "FP": 116475, + "IoU": 0.29478503584409327, + "TN": 130875996, + "TP": 58720, + "n_pred": 175195, + "n_ref": 82721 + }, + "11": { + "Dice": 0.0, + "FN": 4071, + "FP": 0, + "IoU": 0.0, + "TN": 131071121, + "TP": 0, + "n_pred": 0, + "n_ref": 4071 + }, + "12": { + "Dice": 0.4848661233993015, + "FN": 2969, + "FP": 571, + "IoU": 0.3200153668843642, + "TN": 131069986, + "TP": 1666, + "n_pred": 2237, + "n_ref": 4635 + }, + "13": { + "Dice": 0.34909939861400474, + "FN": 66532, + "FP": 21570, + "IoU": 0.21145997422311327, + "TN": 130963464, + "TP": 23626, + "n_pred": 45196, + "n_ref": 90158 + }, + "14": { + "Dice": 0.3587720802606757, + "FN": 30463, + "FP": 63012, + "IoU": 0.21859979101358412, + "TN": 130955567, + "TP": 26150, + "n_pred": 89162, + "n_ref": 56613 + }, + "15": { + "Dice": 0.612910284463895, + "FN": 7972, + "FP": 16794, + "IoU": 0.4418678024925067, + "TN": 131030819, + "TP": 19607, + "n_pred": 36401, + "n_ref": 27579 + }, + "2": { + "Dice": 0.30012800396399375, + "FN": 131182, + "FP": 4414, + "IoU": 0.1765591789639886, + "TN": 130910522, + "TP": 29074, + "n_pred": 33488, + "n_ref": 160256 + }, + "3": { + "Dice": 0.5160551884649413, + "FN": 28208, + "FP": 275373, + "IoU": 0.34775901667873405, + "TN": 130609749, + "TP": 161862, + "n_pred": 437235, + "n_ref": 190070 + }, + "4": { + "Dice": 0.4128468006244465, + "FN": 50469, + "FP": 13846, + "IoU": 0.2601178013482732, + "TN": 130988266, + "TP": 22611, + "n_pred": 36457, + "n_ref": 73080 + }, + "5": { + "Dice": 0.21280465623863223, + "FN": 12944, + "FP": 40, + "IoU": 0.11907185019336454, + "TN": 131060453, + "TP": 1755, + "n_pred": 1795, + "n_ref": 14699 + }, + "6": { + "Dice": 0.7375252308533959, + "FN": 45687, + "FP": 966648, + "IoU": 0.5841900756178607, + "TN": 128640582, + "TP": 1422275, + "n_pred": 2388923, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.38486082280192146, + "FN": 443356, + "FP": 623745, + "IoU": 0.23828338030260202, + "TN": 129674276, + "TP": 333815, + "n_pred": 957560, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9091084445801821, + "FN": 15073, + "FP": 7545, + "IoU": 0.8333628031709546, + "TN": 130939460, + "TP": 113114, + "n_pred": 120659, + "n_ref": 128187 + }, + "9": { + "Dice": 0.5565975432571655, + "FN": 36045, + "FP": 10953, + "IoU": 0.38561493411420206, + "TN": 130998696, + "TP": 29498, + "n_pred": 40451, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7599385438943048, + "FN": 19915, + "FP": 103678, + "IoU": 0.6128232920655606, + "TN": 101297984, + "TP": 195623, + "n_pred": 299301, + "n_ref": 215538 + }, + "10": { + "Dice": 0.39906688740297996, + "FN": 27262, + "FP": 28638, + "IoU": 0.24927143068183344, + "TN": 101542739, + "TP": 18561, + "n_pred": 47199, + "n_ref": 45823 + }, + "11": { + "Dice": 0.0, + "FN": 4959, + "FP": 0, + "IoU": 0.0, + "TN": 101612241, + "TP": 0, + "n_pred": 0, + "n_ref": 4959 + }, + "12": { + "Dice": 0.06822137138879221, + "FN": 5294, + "FP": 60, + "IoU": 0.035315315315315315, + "TN": 101611650, + "TP": 196, + "n_pred": 256, + "n_ref": 5490 + }, + "13": { + "Dice": 0.5937883322702517, + "FN": 17727, + "FP": 40226, + "IoU": 0.4222609909281228, + "TN": 101516890, + "TP": 42357, + "n_pred": 82583, + "n_ref": 60084 + }, + "14": { + "Dice": 0.8904176588972009, + "FN": 6244, + "FP": 7423, + "IoU": 0.8024800196551675, + "TN": 101548007, + "TP": 55526, + "n_pred": 62949, + "n_ref": 61770 + }, + "15": { + "Dice": 0.6719875269136536, + "FN": 15164, + "FP": 2508, + "IoU": 0.5060099513613239, + "TN": 101581426, + "TP": 18102, + "n_pred": 20610, + "n_ref": 33266 + }, + "2": { + "Dice": 0.5626946540923421, + "FN": 69270, + "FP": 90939, + "IoU": 0.3914927720087207, + "TN": 101353918, + "TP": 103073, + "n_pred": 194012, + "n_ref": 172343 + }, + "3": { + "Dice": 0.4776350504752106, + "FN": 102642, + "FP": 51195, + "IoU": 0.31374543313303804, + "TN": 101393031, + "TP": 70332, + "n_pred": 121527, + "n_ref": 172974 + }, + "4": { + "Dice": 0.3151385628700557, + "FN": 7218, + "FP": 31878, + "IoU": 0.18704123432658917, + "TN": 101569109, + "TP": 8995, + "n_pred": 40873, + "n_ref": 16213 + }, + "5": { + "Dice": 0.3156781958148108, + "FN": 24548, + "FP": 698, + "IoU": 0.18742154559206928, + "TN": 101586131, + "TP": 5823, + "n_pred": 6521, + "n_ref": 30371 + }, + "6": { + "Dice": 0.7922244153358454, + "FN": 242295, + "FP": 435096, + "IoU": 0.6559367695416188, + "TN": 99648402, + "TP": 1291407, + "n_pred": 1726503, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.8161871774771882, + "FN": 73306, + "FP": 86379, + "IoU": 0.6894562737864417, + "TN": 101102989, + "TP": 354526, + "n_pred": 440905, + "n_ref": 427832 + }, + "8": { + "Dice": 0.7772923235778751, + "FN": 70849, + "FP": 21464, + "IoU": 0.6357139474681147, + "TN": 101363792, + "TP": 161095, + "n_pred": 182559, + "n_ref": 231944 + }, + "9": { + "Dice": 0.8169272990886496, + "FN": 17892, + "FP": 10392, + "IoU": 0.6905131852500274, + "TN": 101525810, + "TP": 63106, + "n_pred": 73498, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6929142000361916, + "FN": 90971, + "FP": 15940, + "IoU": 0.5301214350698152, + "TN": 118954683, + "TP": 120618, + "n_pred": 136558, + "n_ref": 211589 + }, + "10": { + "Dice": 0.5091880880376344, + "FN": 32257, + "FP": 61225, + "IoU": 0.34155085826178216, + "TN": 119040239, + "TP": 48491, + "n_pred": 109716, + "n_ref": 80748 + }, + "11": { + "Dice": 0.0, + "FN": 4038, + "FP": 0, + "IoU": 0.0, + "TN": 119178174, + "TP": 0, + "n_pred": 0, + "n_ref": 4038 + }, + "12": { + "Dice": 0.004770992366412214, + "FN": 4125, + "FP": 47, + "IoU": 0.0023912003825920613, + "TN": 119178030, + "TP": 10, + "n_pred": 57, + "n_ref": 4135 + }, + "13": { + "Dice": 0.32771277616000277, + "FN": 23678, + "FP": 14877, + "IoU": 0.1959668001334668, + "TN": 119134260, + "TP": 9397, + "n_pred": 24274, + "n_ref": 33075 + }, + "14": { + "Dice": 0.10215189417150272, + "FN": 61616, + "FP": 13111, + "IoU": 0.05382511585504824, + "TN": 119103234, + "TP": 4251, + "n_pred": 17362, + "n_ref": 65867 + }, + "15": { + "Dice": 0.5732082356007298, + "FN": 9723, + "FP": 6653, + "IoU": 0.4017462463010996, + "TN": 119154839, + "TP": 10997, + "n_pred": 17650, + "n_ref": 20720 + }, + "2": { + "Dice": 0.44189071128979335, + "FN": 137595, + "FP": 3586, + "IoU": 0.2836070065762767, + "TN": 118985140, + "TP": 55891, + "n_pred": 59477, + "n_ref": 193486 + }, + "3": { + "Dice": 0.7300565198503095, + "FN": 31471, + "FP": 90940, + "IoU": 0.5748732374800306, + "TN": 118894272, + "TP": 165529, + "n_pred": 256469, + "n_ref": 197000 + }, + "4": { + "Dice": 0.2903944020356234, + "FN": 35120, + "FP": 5038, + "IoU": 0.16986046511627906, + "TN": 119133837, + "TP": 8217, + "n_pred": 13255, + "n_ref": 43337 + }, + "5": { + "Dice": 0.5719968178202068, + "FN": 10532, + "FP": 228, + "IoU": 0.40055710306406683, + "TN": 119164262, + "TP": 7190, + "n_pred": 7418, + "n_ref": 17722 + }, + "6": { + "Dice": 0.8943401138242011, + "FN": 48667, + "FP": 350713, + "IoU": 0.8088745237176868, + "TN": 117092590, + "TP": 1690242, + "n_pred": 2040955, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.6419205100362588, + "FN": 95448, + "FP": 130112, + "IoU": 0.4726678480752236, + "TN": 118754474, + "TP": 202178, + "n_pred": 332290, + "n_ref": 297626 + }, + "8": { + "Dice": 0.8618803097107216, + "FN": 18047, + "FP": 2503, + "IoU": 0.7572844201400782, + "TN": 119097545, + "TP": 64117, + "n_pred": 66620, + "n_ref": 82164 + }, + "9": { + "Dice": 0.7176063097274965, + "FN": 33933, + "FP": 6669, + "IoU": 0.5595834689228767, + "TN": 119090022, + "TP": 51588, + "n_pred": 58257, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 16793, + "IoU": 0.0, + "TN": 61315687, + "TP": 0, + "n_pred": 16793, + "n_ref": 0 + }, + "10": { + "Dice": 0.38036617399145334, + "FN": 19875, + "FP": 27540, + "IoU": 0.2348470178156468, + "TN": 61270512, + "TP": 14553, + "n_pred": 42093, + "n_ref": 34428 + }, + "11": { + "Dice": 0.0, + "FN": 3864, + "FP": 0, + "IoU": 0.0, + "TN": 61328616, + "TP": 0, + "n_pred": 0, + "n_ref": 3864 + }, + "12": { + "Dice": 0.0, + "FN": 4850, + "FP": 232, + "IoU": 0.0, + "TN": 61327398, + "TP": 0, + "n_pred": 232, + "n_ref": 4850 + }, + "13": { + "Dice": 0.24774985936621038, + "FN": 42126, + "FP": 22062, + "IoU": 0.14138955028224404, + "TN": 61257722, + "TP": 10570, + "n_pred": 32632, + "n_ref": 52696 + }, + "14": { + "Dice": 0.4523907719700439, + "FN": 191050, + "FP": 1479, + "IoU": 0.29231589200713093, + "TN": 61060425, + "TP": 79526, + "n_pred": 81005, + "n_ref": 270576 + }, + "15": { + "Dice": 0.02198952879581152, + "FN": 97136, + "FP": 0, + "IoU": 0.01111699311805188, + "TN": 61234252, + "TP": 1092, + "n_pred": 1092, + "n_ref": 98228 + }, + "2": { + "Dice": 0.251514404262847, + "FN": 137483, + "FP": 2141, + "IoU": 0.14384699815431407, + "TN": 61169397, + "TP": 23459, + "n_pred": 25600, + "n_ref": 160942 + }, + "3": { + "Dice": 0.5847359242525518, + "FN": 12296, + "FP": 152960, + "IoU": 0.4131638287672449, + "TN": 61050875, + "TP": 116349, + "n_pred": 269309, + "n_ref": 128645 + }, + "4": { + "Dice": 0.5841530309387286, + "FN": 23393, + "FP": 3368, + "IoU": 0.41258204008165594, + "TN": 61286923, + "TP": 18796, + "n_pred": 22164, + "n_ref": 42189 + }, + "5": { + "Dice": 0.5108380269670593, + "FN": 5579, + "FP": 153, + "IoU": 0.34303724928366763, + "TN": 61323755, + "TP": 2993, + "n_pred": 3146, + "n_ref": 8572 + }, + "6": { + "Dice": 0.8560144467878994, + "FN": 51606, + "FP": 336773, + "IoU": 0.7482738259975125, + "TN": 59789617, + "TP": 1154484, + "n_pred": 1491257, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.3293712149575446, + "FN": 146604, + "FP": 88047, + "IoU": 0.19715404038676038, + "TN": 61040206, + "TP": 57623, + "n_pred": 145670, + "n_ref": 204227 + }, + "8": { + "Dice": 0.6610391799110447, + "FN": 37106, + "FP": 9153, + "IoU": 0.4936956854847536, + "TN": 61241114, + "TP": 45107, + "n_pred": 54260, + "n_ref": 82213 + }, + "9": { + "Dice": 0.7136782586710184, + "FN": 16799, + "FP": 20572, + "IoU": 0.5548209563290687, + "TN": 61248534, + "TP": 46575, + "n_pred": 67147, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9122983448564844, + "FN": 24752, + "FP": 4550, + "IoU": 0.8387395022729024, + "TN": 148925794, + "TP": 152404, + "n_pred": 156954, + "n_ref": 177156 + }, + "10": { + "Dice": 0.6399925996731523, + "FN": 20913, + "FP": 37464, + "IoU": 0.4705802332541309, + "TN": 148997234, + "TP": 51889, + "n_pred": 89353, + "n_ref": 72802 + }, + "11": { + "Dice": 0.0, + "FN": 2604, + "FP": 0, + "IoU": 0.0, + "TN": 149104896, + "TP": 0, + "n_pred": 0, + "n_ref": 2604 + }, + "12": { + "Dice": 0.14450178642318381, + "FN": 1915, + "FP": 240, + "IoU": 0.07787762088147197, + "TN": 149105163, + "TP": 182, + "n_pred": 422, + "n_ref": 2097 + }, + "13": { + "Dice": 0.4271769322340285, + "FN": 60145, + "FP": 4816, + "IoU": 0.27159884731394995, + "TN": 149018317, + "TP": 24222, + "n_pred": 29038, + "n_ref": 84367 + }, + "14": { + "Dice": 0.7367256637168141, + "FN": 21471, + "FP": 29699, + "IoU": 0.5831873905429071, + "TN": 148984735, + "TP": 71595, + "n_pred": 101294, + "n_ref": 93066 + }, + "15": { + "Dice": 0.809530422974245, + "FN": 11813, + "FP": 530, + "IoU": 0.680009332953102, + "TN": 149068927, + "TP": 26230, + "n_pred": 26760, + "n_ref": 38043 + }, + "2": { + "Dice": 0.9347228613000709, + "FN": 6680, + "FP": 14316, + "IoU": 0.8774457156198926, + "TN": 148936180, + "TP": 150324, + "n_pred": 164640, + "n_ref": 157004 + }, + "3": { + "Dice": 0.20221443904643543, + "FN": 51137, + "FP": 19475, + "IoU": 0.11247973253227084, + "TN": 149027939, + "TP": 8949, + "n_pred": 28424, + "n_ref": 60086 + }, + "4": { + "Dice": 0.8916432931859429, + "FN": 4216, + "FP": 1038, + "IoU": 0.8044732239217, + "TN": 149080629, + "TP": 21617, + "n_pred": 22655, + "n_ref": 25833 + }, + "5": { + "Dice": 0.0, + "FN": 33716, + "FP": 0, + "IoU": 0.0, + "TN": 149073784, + "TP": 0, + "n_pred": 0, + "n_ref": 33716 + }, + "6": { + "Dice": 0.92065238890926, + "FN": 103003, + "FP": 69896, + "IoU": 0.8529711646638939, + "TN": 147931547, + "TP": 1003054, + "n_pred": 1072950, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.3058455988766652, + "FN": 211205, + "FP": 78980, + "IoU": 0.18052994383148882, + "TN": 148753387, + "TP": 63928, + "n_pred": 142908, + "n_ref": 275133 + }, + "8": { + "Dice": 0.8294733542636717, + "FN": 64998, + "FP": 2462, + "IoU": 0.7086326118974297, + "TN": 148875971, + "TP": 164069, + "n_pred": 166531, + "n_ref": 229067 + }, + "9": { + "Dice": 0.7558966126183978, + "FN": 28631, + "FP": 9382, + "IoU": 0.6075834374258019, + "TN": 149010631, + "TP": 58856, + "n_pred": 68238, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.42101501376297057, + "FN": 366664, + "FP": 41609, + "IoU": 0.26663648953769714, + "TN": 100156087, + "TP": 148440, + "n_pred": 190049, + "n_ref": 515104 + }, + "10": { + "Dice": 0.25753086419753085, + "FN": 25955, + "FP": 46213, + "IoU": 0.1477965140994757, + "TN": 100628116, + "TP": 12516, + "n_pred": 58729, + "n_ref": 38471 + }, + "11": { + "Dice": 0.0, + "FN": 3481, + "FP": 0, + "IoU": 0.0, + "TN": 100709319, + "TP": 0, + "n_pred": 0, + "n_ref": 3481 + }, + "12": { + "Dice": 0.0, + "FN": 5873, + "FP": 0, + "IoU": 0.0, + "TN": 100706927, + "TP": 0, + "n_pred": 0, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0, + "FN": 39155, + "FP": 1714, + "IoU": 0.0, + "TN": 100671931, + "TP": 0, + "n_pred": 1714, + "n_ref": 39155 + }, + "14": { + "Dice": 0.10744721143831076, + "FN": 144817, + "FP": 6003, + "IoU": 0.056773693229433764, + "TN": 100552902, + "TP": 9078, + "n_pred": 15081, + "n_ref": 153895 + }, + "15": { + "Dice": 0.40610648918469217, + "FN": 70859, + "FP": 527, + "IoU": 0.2547889720543255, + "TN": 100617007, + "TP": 24407, + "n_pred": 24934, + "n_ref": 95266 + }, + "2": { + "Dice": 0.032015593592008285, + "FN": 229214, + "FP": 9157, + "IoU": 0.016268215077193546, + "TN": 100470487, + "TP": 3942, + "n_pred": 13099, + "n_ref": 233156 + }, + "3": { + "Dice": 0.4942708768070756, + "FN": 72945, + "FP": 236056, + "IoU": 0.3282601559561827, + "TN": 100252799, + "TP": 151000, + "n_pred": 387056, + "n_ref": 223945 + }, + "4": { + "Dice": 0.13471230250749777, + "FN": 53295, + "FP": 2677, + "IoU": 0.07222065673225149, + "TN": 100652471, + "TP": 4357, + "n_pred": 7034, + "n_ref": 57652 + }, + "5": { + "Dice": 0.0, + "FN": 16473, + "FP": 628, + "IoU": 0.0, + "TN": 100695699, + "TP": 0, + "n_pred": 628, + "n_ref": 16473 + }, + "6": { + "Dice": 0.41022133092001606, + "FN": 1362346, + "FP": 695702, + "IoU": 0.25803675624696487, + "TN": 97939013, + "TP": 715739, + "n_pred": 1411441, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.15472849613243272, + "FN": 148314, + "FP": 113732, + "IoU": 0.08385134426458762, + "TN": 100426770, + "TP": 23984, + "n_pred": 137716, + "n_ref": 172298 + }, + "8": { + "Dice": 0.7852486750817865, + "FN": 25470, + "FP": 18577, + "IoU": 0.646427510696196, + "TN": 100588223, + "TP": 80530, + "n_pred": 99107, + "n_ref": 106000 + }, + "9": { + "Dice": 0.5562817455260427, + "FN": 56021, + "FP": 17098, + "IoU": 0.3853118458550856, + "TN": 100593847, + "TP": 45834, + "n_pred": 62932, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8529599672119291, + "FN": 7075, + "FP": 17321, + "IoU": 0.7436183069728338, + "TN": 78855545, + "TP": 70759, + "n_pred": 88080, + "n_ref": 77834 + }, + "10": { + "Dice": 0.5620102674952715, + "FN": 20224, + "FP": 8954, + "IoU": 0.3908305148440436, + "TN": 78902802, + "TP": 18720, + "n_pred": 27674, + "n_ref": 38944 + }, + "11": { + "Dice": 0.0, + "FN": 1368, + "FP": 0, + "IoU": 0.0, + "TN": 78949332, + "TP": 0, + "n_pred": 0, + "n_ref": 1368 + }, + "12": { + "Dice": 0.007782101167315175, + "FN": 2550, + "FP": 0, + "IoU": 0.00390625, + "TN": 78948140, + "TP": 10, + "n_pred": 10, + "n_ref": 2560 + }, + "13": { + "Dice": 0.05832637887868902, + "FN": 57483, + "FP": 4578, + "IoU": 0.030039229170248347, + "TN": 78886717, + "TP": 1922, + "n_pred": 6500, + "n_ref": 59405 + }, + "14": { + "Dice": 0.46150592216582065, + "FN": 13086, + "FP": 20012, + "IoU": 0.29997250481165794, + "TN": 78903419, + "TP": 14183, + "n_pred": 34195, + "n_ref": 27269 + }, + "15": { + "Dice": 0.8564826214603656, + "FN": 13901, + "FP": 1253, + "IoU": 0.7489895978268071, + "TN": 78890328, + "TP": 45218, + "n_pred": 46471, + "n_ref": 59119 + }, + "2": { + "Dice": 0.711444121738706, + "FN": 41821, + "FP": 5471, + "IoU": 0.5521251609970452, + "TN": 78845108, + "TP": 58300, + "n_pred": 63771, + "n_ref": 100121 + }, + "3": { + "Dice": 0.8320848372722931, + "FN": 15864, + "FP": 11909, + "IoU": 0.7124531505601226, + "TN": 78854114, + "TP": 68813, + "n_pred": 80722, + "n_ref": 84677 + }, + "4": { + "Dice": 0.5265904663897975, + "FN": 9964, + "FP": 2917, + "IoU": 0.3573958593165378, + "TN": 78930655, + "TP": 7164, + "n_pred": 10081, + "n_ref": 17128 + }, + "5": { + "Dice": 0.0001724088388264705, + "FN": 34795, + "FP": 0, + "IoU": 8.62118512558193e-05, + "TN": 78915902, + "TP": 3, + "n_pred": 3, + "n_ref": 34798 + }, + "6": { + "Dice": 0.8066162463929386, + "FN": 172493, + "FP": 83842, + "IoU": 0.6759068438420593, + "TN": 78159770, + "TP": 534595, + "n_pred": 618437, + "n_ref": 707088 + }, + "7": { + "Dice": 0.17287375250565773, + "FN": 652249, + "FP": 6720, + "IoU": 0.09461511088395277, + "TN": 78222867, + "TP": 68864, + "n_pred": 75584, + "n_ref": 721113 + }, + "8": { + "Dice": 0.5399923375359453, + "FN": 208486, + "FP": 432, + "IoU": 0.36985582433492187, + "TN": 78619160, + "TP": 122622, + "n_pred": 123054, + "n_ref": 331108 + }, + "9": { + "Dice": 0.2769470846928642, + "FN": 47287, + "FP": 3681, + "IoU": 0.16073045826540863, + "TN": 78889971, + "TP": 9761, + "n_pred": 13442, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.846385074674142, + "FN": 14597, + "FP": 33900, + "IoU": 0.7336807595784757, + "TN": 104822339, + "TP": 133604, + "n_pred": 167504, + "n_ref": 148201 + }, + "10": { + "Dice": 0.604678434131767, + "FN": 27935, + "FP": 49601, + "IoU": 0.43336134760843353, + "TN": 104867605, + "TP": 59299, + "n_pred": 108900, + "n_ref": 87234 + }, + "11": { + "Dice": 0.0, + "FN": 4331, + "FP": 0, + "IoU": 0.0, + "TN": 105000109, + "TP": 0, + "n_pred": 0, + "n_ref": 4331 + }, + "12": { + "Dice": 0.2019686474662778, + "FN": 4279, + "FP": 99, + "IoU": 0.11232765612327657, + "TN": 104999508, + "TP": 554, + "n_pred": 653, + "n_ref": 4833 + }, + "13": { + "Dice": 0.564810860280659, + "FN": 40789, + "FP": 16273, + "IoU": 0.3935445472999543, + "TN": 104910349, + "TP": 37029, + "n_pred": 53302, + "n_ref": 77818 + }, + "14": { + "Dice": 0.93247830461122, + "FN": 5665, + "FP": 3664, + "IoU": 0.8734982236324682, + "TN": 104930694, + "TP": 64417, + "n_pred": 68081, + "n_ref": 70082 + }, + "15": { + "Dice": 0.6241429905295451, + "FN": 12662, + "FP": 1427, + "IoU": 0.4536394307209059, + "TN": 104978653, + "TP": 11698, + "n_pred": 13125, + "n_ref": 24360 + }, + "2": { + "Dice": 0.6848564798488391, + "FN": 13446, + "FP": 131324, + "IoU": 0.5207465720320187, + "TN": 104702366, + "TP": 157304, + "n_pred": 288628, + "n_ref": 170750 + }, + "3": { + "Dice": 0.17264801839867358, + "FN": 139017, + "FP": 204, + "IoU": 0.09447989229058128, + "TN": 104850693, + "TP": 14526, + "n_pred": 14730, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 25856, + "IoU": 0.0, + "TN": 104978584, + "TP": 0, + "n_pred": 25856, + "n_ref": 0 + }, + "5": { + "Dice": 0.09469483945261241, + "FN": 28312, + "FP": 5493, + "IoU": 0.04970061563545385, + "TN": 104968867, + "TP": 1768, + "n_pred": 7261, + "n_ref": 30080 + }, + "6": { + "Dice": 0.8024730753618579, + "FN": 52674, + "FP": 529809, + "IoU": 0.6701085869984442, + "TN": 103238759, + "TP": 1183198, + "n_pred": 1713007, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.6928492537283624, + "FN": 56641, + "FP": 97146, + "IoU": 0.5300454103741008, + "TN": 104677202, + "TP": 173451, + "n_pred": 270597, + "n_ref": 230092 + }, + "8": { + "Dice": 0.7479391507131623, + "FN": 145518, + "FP": 3210, + "IoU": 0.5973664547846709, + "TN": 104635052, + "TP": 220660, + "n_pred": 223870, + "n_ref": 366178 + }, + "9": { + "Dice": 0.812966636324892, + "FN": 16299, + "FP": 19248, + "IoU": 0.6848726086416907, + "TN": 104891638, + "TP": 77255, + "n_pred": 96503, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6428393864817162, + "FN": 211244, + "FP": 18636, + "IoU": 0.4736649296174523, + "TN": 177239532, + "TP": 206876, + "n_pred": 225512, + "n_ref": 418120 + }, + "10": { + "Dice": 0.2614440706536102, + "FN": 53659, + "FP": 49744, + "IoU": 0.15038001725483752, + "TN": 177554583, + "TP": 18302, + "n_pred": 68046, + "n_ref": 71961 + }, + "11": { + "Dice": 0.0, + "FN": 4743, + "FP": 0, + "IoU": 0.0, + "TN": 177671545, + "TP": 0, + "n_pred": 0, + "n_ref": 4743 + }, + "12": { + "Dice": 0.015498154981549815, + "FN": 5156, + "FP": 180, + "IoU": 0.007809594644849386, + "TN": 177670910, + "TP": 42, + "n_pred": 222, + "n_ref": 5198 + }, + "13": { + "Dice": 0.5352243729821939, + "FN": 39119, + "FP": 26815, + "IoU": 0.365396831507825, + "TN": 177572390, + "TP": 37964, + "n_pred": 64779, + "n_ref": 77083 + }, + "14": { + "Dice": 0.8934405974575108, + "FN": 11165, + "FP": 4359, + "IoU": 0.8074040990521563, + "TN": 177595684, + "TP": 65080, + "n_pred": 69439, + "n_ref": 76245 + }, + "15": { + "Dice": 0.6763934744610604, + "FN": 9238, + "FP": 4092, + "IoU": 0.5110230732548329, + "TN": 177649027, + "TP": 13931, + "n_pred": 18023, + "n_ref": 23169 + }, + "2": { + "Dice": 0.6044870471201533, + "FN": 47504, + "FP": 170850, + "IoU": 0.4331647698953314, + "TN": 177291072, + "TP": 166862, + "n_pred": 337712, + "n_ref": 214366 + }, + "3": { + "Dice": 0.14907809451891008, + "FN": 188093, + "FP": 28259, + "IoU": 0.08054261721007717, + "TN": 177440984, + "TP": 18952, + "n_pred": 47211, + "n_ref": 207045 + }, + "4": { + "Dice": 0.6249450320549911, + "FN": 7431, + "FP": 24979, + "IoU": 0.45448730896115264, + "TN": 177616876, + "TP": 27002, + "n_pred": 51981, + "n_ref": 34433 + }, + "5": { + "Dice": 0.2467864938424641, + "FN": 26602, + "FP": 1349, + "IoU": 0.1407623731939748, + "TN": 177643758, + "TP": 4579, + "n_pred": 5928, + "n_ref": 31181 + }, + "6": { + "Dice": 0.7779484893552238, + "FN": 192095, + "FP": 728974, + "IoU": 0.6365922242874723, + "TN": 175141755, + "TP": 1613464, + "n_pred": 2342438, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.6502148662888457, + "FN": 95759, + "FP": 197348, + "IoU": 0.4817173119258755, + "TN": 177110753, + "TP": 272428, + "n_pred": 469776, + "n_ref": 368187 + }, + "8": { + "Dice": 0.7960367080932071, + "FN": 43222, + "FP": 36834, + "IoU": 0.6611802149154178, + "TN": 177440009, + "TP": 156223, + "n_pred": 193057, + "n_ref": 199445 + }, + "9": { + "Dice": 0.8052822236866108, + "FN": 27075, + "FP": 25226, + "IoU": 0.6740355250856965, + "TN": 177515838, + "TP": 108149, + "n_pred": 133375, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8497287122762656, + "FN": 37186, + "FP": 15824, + "IoU": 0.7387202665536311, + "TN": 193802649, + "TP": 149876, + "n_pred": 165700, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8023040819229128, + "FN": 19354, + "FP": 14006, + "IoU": 0.6698729367058545, + "TN": 193904483, + "TP": 67692, + "n_pred": 81698, + "n_ref": 87046 + }, + "11": { + "Dice": 0.0, + "FN": 3112, + "FP": 0, + "IoU": 0.0, + "TN": 194002423, + "TP": 0, + "n_pred": 0, + "n_ref": 3112 + }, + "12": { + "Dice": 0.19310659666742752, + "FN": 3527, + "FP": 8, + "IoU": 0.10687215765538151, + "TN": 194001577, + "TP": 423, + "n_pred": 431, + "n_ref": 3950 + }, + "13": { + "Dice": 0.4945634679351908, + "FN": 39222, + "FP": 17304, + "IoU": 0.3285183117330514, + "TN": 193921354, + "TP": 27655, + "n_pred": 44959, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8306009538950715, + "FN": 10596, + "FP": 16042, + "IoU": 0.7102801705385887, + "TN": 193913591, + "TP": 65306, + "n_pred": 81348, + "n_ref": 75902 + }, + "15": { + "Dice": 0.8444370813906705, + "FN": 3126, + "FP": 3447, + "IoU": 0.730758202596977, + "TN": 193981122, + "TP": 17840, + "n_pred": 21287, + "n_ref": 20966 + }, + "2": { + "Dice": 0.68043629736828, + "FN": 11950, + "FP": 107292, + "IoU": 0.5156524812036183, + "TN": 193759344, + "TP": 126949, + "n_pred": 234241, + "n_ref": 138899 + }, + "3": { + "Dice": 0.14595889616195812, + "FN": 123863, + "FP": 1260, + "IoU": 0.07872473585391894, + "TN": 193869720, + "TP": 10692, + "n_pred": 11952, + "n_ref": 134555 + }, + "4": { + "Dice": 0.7557738408466351, + "FN": 8103, + "FP": 251, + "IoU": 0.6074248120300751, + "TN": 193984255, + "TP": 12926, + "n_pred": 13177, + "n_ref": 21029 + }, + "5": { + "Dice": 0.07633440514469453, + "FN": 26083, + "FP": 2643, + "IoU": 0.03968174372346472, + "TN": 193975622, + "TP": 1187, + "n_pred": 3830, + "n_ref": 27270 + }, + "6": { + "Dice": 0.8684969126297181, + "FN": 109118, + "FP": 277315, + "IoU": 0.7675603560642379, + "TN": 192343026, + "TP": 1276076, + "n_pred": 1553391, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.7920486026060767, + "FN": 92388, + "FP": 28166, + "IoU": 0.6556957542454689, + "TN": 193655397, + "TP": 229584, + "n_pred": 257750, + "n_ref": 321972 + }, + "8": { + "Dice": 0.6790299421706427, + "FN": 112534, + "FP": 9295, + "IoU": 0.51403885965927, + "TN": 193754838, + "TP": 128868, + "n_pred": 138163, + "n_ref": 241402 + }, + "9": { + "Dice": 0.7024380226282384, + "FN": 43689, + "FP": 2678, + "IoU": 0.5413521934813789, + "TN": 193904440, + "TP": 54728, + "n_pred": 57406, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8217226104201806, + "FN": 3617, + "FP": 44476, + "IoU": 0.6973931755689647, + "TN": 99496871, + "TP": 110836, + "n_pred": 155312, + "n_ref": 114453 + }, + "10": { + "Dice": 0.6924626136619824, + "FN": 25612, + "FP": 15312, + "IoU": 0.529592974470384, + "TN": 99568803, + "TP": 46073, + "n_pred": 61385, + "n_ref": 71685 + }, + "11": { + "Dice": 0.0, + "FN": 3642, + "FP": 0, + "IoU": 0.0, + "TN": 99652158, + "TP": 0, + "n_pred": 0, + "n_ref": 3642 + }, + "12": { + "Dice": 0.0, + "FN": 3568, + "FP": 0, + "IoU": 0.0, + "TN": 99652232, + "TP": 0, + "n_pred": 0, + "n_ref": 3568 + }, + "13": { + "Dice": 0.36194290504354304, + "FN": 33773, + "FP": 7330, + "IoU": 0.22095866264854722, + "TN": 99603039, + "TP": 11658, + "n_pred": 18988, + "n_ref": 45431 + }, + "14": { + "Dice": 0.3399018842538824, + "FN": 27361, + "FP": 76650, + "IoU": 0.2047480694242679, + "TN": 99525010, + "TP": 26779, + "n_pred": 103429, + "n_ref": 54140 + }, + "15": { + "Dice": 0.4345584325604628, + "FN": 24462, + "FP": 10631, + "IoU": 0.2775947959981885, + "TN": 99607222, + "TP": 13485, + "n_pred": 24116, + "n_ref": 37947 + }, + "2": { + "Dice": 0.4767451786382649, + "FN": 78450, + "FP": 1237, + "IoU": 0.3129779548060592, + "TN": 99539811, + "TP": 36302, + "n_pred": 37539, + "n_ref": 114752 + }, + "3": { + "Dice": 0.791565132035063, + "FN": 8493, + "FP": 52237, + "IoU": 0.6550333435579337, + "TN": 99479754, + "TP": 115316, + "n_pred": 167553, + "n_ref": 123809 + }, + "4": { + "Dice": 0.4378769333481696, + "FN": 9068, + "FP": 16191, + "IoU": 0.2803088583069778, + "TN": 99620703, + "TP": 9838, + "n_pred": 26029, + "n_ref": 18906 + }, + "5": { + "Dice": 0.7791746783020264, + "FN": 1698, + "FP": 1288, + "IoU": 0.6382360067845892, + "TN": 99647546, + "TP": 5268, + "n_pred": 6556, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9389043935072131, + "FN": 73003, + "FP": 93723, + "IoU": 0.8848442946725136, + "TN": 98207969, + "TP": 1281105, + "n_pred": 1374828, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.6524067447048554, + "FN": 39175, + "FP": 97003, + "IoU": 0.48412734491014336, + "TN": 99391824, + "TP": 127798, + "n_pred": 224801, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9382435625814863, + "FN": 8809, + "FP": 3317, + "IoU": 0.8836711787334874, + "TN": 99551561, + "TP": 92113, + "n_pred": 95430, + "n_ref": 100922 + }, + "9": { + "Dice": 0.858852391043951, + "FN": 20965, + "FP": 3545, + "IoU": 0.7526216453537077, + "TN": 99556721, + "TP": 74569, + "n_pred": 78114, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6318099176825647, + "FN": 239455, + "FP": 2345, + "IoU": 0.4617851904118523, + "TN": 62634257, + "TP": 207463, + "n_pred": 209808, + "n_ref": 446918 + }, + "10": { + "Dice": 0.6785528641230897, + "FN": 18629, + "FP": 30843, + "IoU": 0.5134922508063882, + "TN": 62981832, + "TP": 52216, + "n_pred": 83059, + "n_ref": 70845 + }, + "11": { + "Dice": 0.0, + "FN": 3545, + "FP": 0, + "IoU": 0.0, + "TN": 63079975, + "TP": 0, + "n_pred": 0, + "n_ref": 3545 + }, + "12": { + "Dice": 0.281648675171737, + "FN": 2928, + "FP": 0, + "IoU": 0.163906339234723, + "TN": 63080018, + "TP": 574, + "n_pred": 574, + "n_ref": 3502 + }, + "13": { + "Dice": 0.31176029622225754, + "FN": 31931, + "FP": 28663, + "IoU": 0.18466589520708307, + "TN": 63009202, + "TP": 13724, + "n_pred": 42387, + "n_ref": 45655 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6341349432551467, + "FN": 7275, + "FP": 127382, + "IoU": 0.4642734947524209, + "TN": 62832166, + "TP": 116697, + "n_pred": 244079, + "n_ref": 123972 + }, + "3": { + "Dice": 0.033190241055452735, + "FN": 125428, + "FP": 469, + "IoU": 0.016875165940433243, + "TN": 62955462, + "TP": 2161, + "n_pred": 2630, + "n_ref": 127589 + }, + "4": { + "Dice": 0.0, + "FN": 18029, + "FP": 0, + "IoU": 0.0, + "TN": 63065491, + "TP": 0, + "n_pred": 0, + "n_ref": 18029 + }, + "5": { + "Dice": 0.043949705848425426, + "FN": 16573, + "FP": 3, + "IoU": 0.02246859703957068, + "TN": 63066563, + "TP": 381, + "n_pred": 384, + "n_ref": 16954 + }, + "6": { + "Dice": 0.7600283551335812, + "FN": 210295, + "FP": 370272, + "IoU": 0.6129401089776197, + "TN": 61583579, + "TP": 919374, + "n_pred": 1289646, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.5513060919119402, + "FN": 70073, + "FP": 70864, + "IoU": 0.38055388293827824, + "TN": 62855999, + "TP": 86584, + "n_pred": 157448, + "n_ref": 156657 + }, + "8": { + "Dice": 0.8285293996625931, + "FN": 31415, + "FP": 1923, + "IoU": 0.7072558196714114, + "TN": 62969639, + "TP": 80543, + "n_pred": 82466, + "n_ref": 111958 + }, + "9": { + "Dice": 0.8391302279107389, + "FN": 7617, + "FP": 5907, + "IoU": 0.7228461349290926, + "TN": 63034724, + "TP": 35272, + "n_pred": 41179, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7112992735616148, + "FN": 92228, + "FP": 86571, + "IoU": 0.5519507042782933, + "TN": 109209757, + "TP": 220262, + "n_pred": 306833, + "n_ref": 312490 + }, + "10": { + "Dice": 0.39709424547592026, + "FN": 46466, + "FP": 79437, + "IoU": 0.24773399456278195, + "TN": 109441453, + "TP": 41462, + "n_pred": 120899, + "n_ref": 87928 + }, + "11": { + "Dice": 0.0, + "FN": 4466, + "FP": 0, + "IoU": 0.0, + "TN": 109604352, + "TP": 0, + "n_pred": 0, + "n_ref": 4466 + }, + "12": { + "Dice": 0.025536015417971573, + "FN": 4028, + "FP": 17, + "IoU": 0.012933138116154222, + "TN": 109604720, + "TP": 53, + "n_pred": 70, + "n_ref": 4081 + }, + "13": { + "Dice": 0.0809795918367347, + "FN": 76067, + "FP": 30884, + "IoU": 0.042198400544495494, + "TN": 109497155, + "TP": 4712, + "n_pred": 35596, + "n_ref": 80779 + }, + "14": { + "Dice": 0.3125836259739256, + "FN": 64560, + "FP": 77751, + "IoU": 0.18524392129022654, + "TN": 109434151, + "TP": 32356, + "n_pred": 110107, + "n_ref": 96916 + }, + "15": { + "Dice": 0.3248214585615918, + "FN": 83233, + "FP": 1192, + "IoU": 0.19390259039653213, + "TN": 109504085, + "TP": 20308, + "n_pred": 21500, + "n_ref": 103541 + }, + "2": { + "Dice": 0.1776093534267501, + "FN": 192900, + "FP": 3065, + "IoU": 0.09745953962215488, + "TN": 109391692, + "TP": 21161, + "n_pred": 24226, + "n_ref": 214061 + }, + "3": { + "Dice": 0.6758806439991898, + "FN": 27117, + "FP": 182514, + "IoU": 0.5104378551194416, + "TN": 109180617, + "TP": 218570, + "n_pred": 401084, + "n_ref": 245687 + }, + "4": { + "Dice": 0.4574821246169561, + "FN": 28792, + "FP": 22196, + "IoU": 0.2965814088237729, + "TN": 109536332, + "TP": 21498, + "n_pred": 43694, + "n_ref": 50290 + }, + "5": { + "Dice": 0.27791523665096973, + "FN": 8811, + "FP": 236, + "IoU": 0.1613830181683352, + "TN": 109598030, + "TP": 1741, + "n_pred": 1977, + "n_ref": 10552 + }, + "6": { + "Dice": 0.7014248867943144, + "FN": 123643, + "FP": 835666, + "IoU": 0.5401496453006591, + "TN": 107522685, + "TP": 1126824, + "n_pred": 1962490, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.5503016856031075, + "FN": 707379, + "FP": 94425, + "IoU": 0.37959738252992703, + "TN": 108316425, + "TP": 490589, + "n_pred": 585014, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.8694706268877588, + "FN": 10687, + "FP": 12952, + "IoU": 0.7690827390837159, + "TN": 109506448, + "TP": 78731, + "n_pred": 91683, + "n_ref": 89418 + }, + "9": { + "Dice": 0.5397633667814887, + "FN": 20963, + "FP": 37424, + "IoU": 0.36964102564102563, + "TN": 109516193, + "TP": 34238, + "n_pred": 71662, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.729391631485528, + "FN": 7204, + "FP": 31063, + "IoU": 0.5740491323367357, + "TN": 66977513, + "TP": 51572, + "n_pred": 82635, + "n_ref": 58776 + }, + "10": { + "Dice": 0.514743638435245, + "FN": 44913, + "FP": 18971, + "IoU": 0.3465688831609848, + "TN": 66969585, + "TP": 33883, + "n_pred": 52854, + "n_ref": 78796 + }, + "11": { + "Dice": 0.0, + "FN": 3126, + "FP": 0, + "IoU": 0.0, + "TN": 67064226, + "TP": 0, + "n_pred": 0, + "n_ref": 3126 + }, + "12": { + "Dice": 0.033847980997624705, + "FN": 3254, + "FP": 0, + "IoU": 0.017215342796738146, + "TN": 67064041, + "TP": 57, + "n_pred": 57, + "n_ref": 3311 + }, + "13": { + "Dice": 0.21255806503283678, + "FN": 32903, + "FP": 6425, + "IoU": 0.11891746572273501, + "TN": 67022716, + "TP": 5308, + "n_pred": 11733, + "n_ref": 38211 + }, + "14": { + "Dice": 0.22780569514237856, + "FN": 65412, + "FP": 2816, + "IoU": 0.1285444234404537, + "TN": 66989060, + "TP": 10064, + "n_pred": 12880, + "n_ref": 75476 + }, + "15": { + "Dice": 0.20045928619270884, + "FN": 25077, + "FP": 25059, + "IoU": 0.11139469346519913, + "TN": 67010931, + "TP": 6285, + "n_pred": 31344, + "n_ref": 31362 + }, + "2": { + "Dice": 0.5622411042028564, + "FN": 38743, + "FP": 128336, + "IoU": 0.3910538170526362, + "TN": 66792978, + "TP": 107295, + "n_pred": 235631, + "n_ref": 146038 + }, + "3": { + "Dice": 0.27658191274198207, + "FN": 133567, + "FP": 6643, + "IoU": 0.1604845131816086, + "TN": 66900339, + "TP": 26803, + "n_pred": 33446, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 0, + "IoU": 0.0, + "TN": 67054313, + "TP": 0, + "n_pred": 0, + "n_ref": 13039 + }, + "5": { + "Dice": 0.20925856228829506, + "FN": 7809, + "FP": 595, + "IoU": 0.11685582177385456, + "TN": 67057836, + "TP": 1112, + "n_pred": 1707, + "n_ref": 8921 + }, + "6": { + "Dice": 0.8934518842956634, + "FN": 145595, + "FP": 77236, + "IoU": 0.8074225346513433, + "TN": 65910254, + "TP": 934267, + "n_pred": 1011503, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.38521742845130147, + "FN": 265944, + "FP": 7491, + "IoU": 0.2385568405546072, + "TN": 66708251, + "TP": 85666, + "n_pred": 93157, + "n_ref": 351610 + }, + "8": { + "Dice": 0.8980346982231996, + "FN": 8536, + "FP": 8990, + "IoU": 0.8149391789153573, + "TN": 66972648, + "TP": 77178, + "n_pred": 86168, + "n_ref": 85714 + }, + "9": { + "Dice": 0.8267064593006831, + "FN": 20281, + "FP": 3642, + "IoU": 0.7046032647618107, + "TN": 66986366, + "TP": 57063, + "n_pred": 60705, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.329833241624564, + "FN": 143952, + "FP": 3417, + "IoU": 0.19748521515623468, + "TN": 74335646, + "TP": 36265, + "n_pred": 39682, + "n_ref": 180217 + }, + "10": { + "Dice": 0.6487394602819044, + "FN": 25450, + "FP": 7794, + "IoU": 0.4800994635847552, + "TN": 74455337, + "TP": 30699, + "n_pred": 38493, + "n_ref": 56149 + }, + "11": { + "Dice": 0.0, + "FN": 3387, + "FP": 0, + "IoU": 0.0, + "TN": 74515893, + "TP": 0, + "n_pred": 0, + "n_ref": 3387 + }, + "12": { + "Dice": 0.0, + "FN": 2201, + "FP": 0, + "IoU": 0.0, + "TN": 74517079, + "TP": 0, + "n_pred": 0, + "n_ref": 2201 + }, + "13": { + "Dice": 0.26822278126293664, + "FN": 34467, + "FP": 11493, + "IoU": 0.15488295974845082, + "TN": 74464897, + "TP": 8423, + "n_pred": 19916, + "n_ref": 42890 + }, + "14": { + "Dice": 0.5699808542945798, + "FN": 14658, + "FP": 11396, + "IoU": 0.3985826735301586, + "TN": 74475959, + "TP": 17267, + "n_pred": 28663, + "n_ref": 31925 + }, + "15": { + "Dice": 0.6979492815227984, + "FN": 13529, + "FP": 1038, + "IoU": 0.5360384750135363, + "TN": 74487883, + "TP": 16830, + "n_pred": 17868, + "n_ref": 30359 + }, + "2": { + "Dice": 0.5726632997284519, + "FN": 7732, + "FP": 191027, + "IoU": 0.4012110804826246, + "TN": 74187345, + "TP": 133176, + "n_pred": 324203, + "n_ref": 140908 + }, + "3": { + "Dice": 0.00897206909442628, + "FN": 154885, + "FP": 12126, + "IoU": 0.004506249739221658, + "TN": 74351513, + "TP": 756, + "n_pred": 12882, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0, + "FN": 13278, + "FP": 0, + "IoU": 0.0, + "TN": 74506002, + "TP": 0, + "n_pred": 0, + "n_ref": 13278 + }, + "5": { + "Dice": 0.3544504504504504, + "FN": 7695, + "FP": 1262, + "IoU": 0.21539943938332165, + "TN": 74507864, + "TP": 2459, + "n_pred": 3721, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9081662718879714, + "FN": 146499, + "FP": 148658, + "IoU": 0.8317807450941727, + "TN": 72764683, + "TP": 1459440, + "n_pred": 1608098, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.26577565796246094, + "FN": 136209, + "FP": 34971, + "IoU": 0.15325333148662953, + "TN": 74317118, + "TP": 30982, + "n_pred": 65953, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9512836374884008, + "FN": 2869, + "FP": 3431, + "IoU": 0.90709334906356, + "TN": 74451470, + "TP": 61510, + "n_pred": 64941, + "n_ref": 64379 + }, + "9": { + "Dice": 0.8547441938338636, + "FN": 21386, + "FP": 2906, + "IoU": 0.7463347395681049, + "TN": 74423516, + "TP": 71472, + "n_pred": 74378, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7223592375341369, + "FN": 72771, + "FP": 88774, + "IoU": 0.5653852465852562, + "TN": 65679483, + "TP": 210152, + "n_pred": 298926, + "n_ref": 282923 + }, + "10": { + "Dice": 0.480137325212738, + "FN": 44234, + "FP": 40867, + "IoU": 0.31590836012861734, + "TN": 65926780, + "TP": 39299, + "n_pred": 80166, + "n_ref": 83533 + }, + "11": { + "Dice": 0.0, + "FN": 3637, + "FP": 0, + "IoU": 0.0, + "TN": 66047543, + "TP": 0, + "n_pred": 0, + "n_ref": 3637 + }, + "12": { + "Dice": 0.006587615283267457, + "FN": 3016, + "FP": 0, + "IoU": 0.003304692663582287, + "TN": 66048154, + "TP": 10, + "n_pred": 10, + "n_ref": 3026 + }, + "13": { + "Dice": 0.7103260933476017, + "FN": 17424, + "FP": 7209, + "IoU": 0.5507796115619586, + "TN": 65996345, + "TP": 30202, + "n_pred": 37411, + "n_ref": 47626 + }, + "14": { + "Dice": 0.8044357007823186, + "FN": 6330, + "FP": 19118, + "IoU": 0.6728502191882962, + "TN": 65973393, + "TP": 52339, + "n_pred": 71457, + "n_ref": 58669 + }, + "15": { + "Dice": 0.7288705743839878, + "FN": 7262, + "FP": 5634, + "IoU": 0.5734039034072114, + "TN": 66020950, + "TP": 17334, + "n_pred": 22968, + "n_ref": 24596 + }, + "2": { + "Dice": 0.10867393926815665, + "FN": 135571, + "FP": 1859, + "IoU": 0.05745912432788324, + "TN": 65905372, + "TP": 8378, + "n_pred": 10237, + "n_ref": 143949 + }, + "3": { + "Dice": 0.5976536323394777, + "FN": 30183, + "FP": 140333, + "IoU": 0.426181181854893, + "TN": 65754020, + "TP": 126644, + "n_pred": 266977, + "n_ref": 156827 + }, + "4": { + "Dice": 0.782093969663337, + "FN": 6274, + "FP": 6684, + "IoU": 0.6421628189550426, + "TN": 66014968, + "TP": 23254, + "n_pred": 29938, + "n_ref": 29528 + }, + "5": { + "Dice": 0.6702560735390676, + "FN": 4875, + "FP": 147, + "IoU": 0.504048982816512, + "TN": 66041054, + "TP": 5104, + "n_pred": 5251, + "n_ref": 9979 + }, + "6": { + "Dice": 0.7579949453689974, + "FN": 82173, + "FP": 518886, + "IoU": 0.6102994046140949, + "TN": 64508819, + "TP": 941302, + "n_pred": 1460188, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.5455908061620772, + "FN": 604522, + "FP": 15154, + "IoU": 0.3751288210179432, + "TN": 65059494, + "TP": 372010, + "n_pred": 387164, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9399425232424028, + "FN": 7544, + "FP": 1881, + "IoU": 0.8866901501580928, + "TN": 65968001, + "TP": 73754, + "n_pred": 75635, + "n_ref": 81298 + }, + "9": { + "Dice": 0.8043097175365482, + "FN": 21450, + "FP": 2216, + "IoU": 0.6726739602495124, + "TN": 65978879, + "TP": 48635, + "n_pred": 50851, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9494005376519914, + "FN": 8495, + "FP": 6977, + "IoU": 0.9036750652148198, + "TN": 113311917, + "TP": 145151, + "n_pred": 152128, + "n_ref": 153646 + }, + "10": { + "Dice": 0.6411169125993189, + "FN": 9963, + "FP": 69081, + "IoU": 0.4717969621843405, + "TN": 113322893, + "TP": 70603, + "n_pred": 139684, + "n_ref": 80566 + }, + "11": { + "Dice": 0.0, + "FN": 3230, + "FP": 0, + "IoU": 0.0, + "TN": 113469310, + "TP": 0, + "n_pred": 0, + "n_ref": 3230 + }, + "12": { + "Dice": 0.3338094266476229, + "FN": 3265, + "FP": 0, + "IoU": 0.20034288513348028, + "TN": 113468457, + "TP": 818, + "n_pred": 818, + "n_ref": 4083 + }, + "13": { + "Dice": 0.44797859298999515, + "FN": 42891, + "FP": 40865, + "IoU": 0.28864201934755096, + "TN": 113354799, + "TP": 33985, + "n_pred": 74850, + "n_ref": 76876 + }, + "14": { + "Dice": 0.769050224695555, + "FN": 98453, + "FP": 733, + "IoU": 0.6247616597560607, + "TN": 113208212, + "TP": 165142, + "n_pred": 165875, + "n_ref": 263595 + }, + "15": { + "Dice": 0.6937934445146579, + "FN": 9257, + "FP": 1888, + "IoU": 0.5311514029700055, + "TN": 113448769, + "TP": 12626, + "n_pred": 14514, + "n_ref": 21883 + }, + "2": { + "Dice": 0.6775353182305992, + "FN": 11554, + "FP": 98420, + "IoU": 0.5123277222981003, + "TN": 113247032, + "TP": 115534, + "n_pred": 213954, + "n_ref": 127088 + }, + "3": { + "Dice": 0.18527696465603077, + "FN": 107926, + "FP": 899, + "IoU": 0.10209655195174877, + "TN": 113351341, + "TP": 12374, + "n_pred": 13273, + "n_ref": 120300 + }, + "4": { + "Dice": 0.7661780479084733, + "FN": 9662, + "FP": 3418, + "IoU": 0.62097942625326, + "TN": 113438030, + "TP": 21430, + "n_pred": 24848, + "n_ref": 31092 + }, + "5": { + "Dice": 0.04053934440739976, + "FN": 32139, + "FP": 380, + "IoU": 0.020689032102632055, + "TN": 113439334, + "TP": 687, + "n_pred": 1067, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9465270696638536, + "FN": 59888, + "FP": 62561, + "IoU": 0.8984825735976263, + "TN": 112266353, + "TP": 1083738, + "n_pred": 1146299, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.5035293420974715, + "FN": 132993, + "FP": 34685, + "IoU": 0.33647792520250563, + "TN": 113219831, + "TP": 85031, + "n_pred": 119716, + "n_ref": 218024 + }, + "8": { + "Dice": 0.7359168696367391, + "FN": 87522, + "FP": 3663, + "IoU": 0.5821744250516641, + "TN": 113254303, + "TP": 127052, + "n_pred": 130715, + "n_ref": 214574 + }, + "9": { + "Dice": 0.7770715513070751, + "FN": 36369, + "FP": 3720, + "IoU": 0.6354186560445256, + "TN": 113362581, + "TP": 69870, + "n_pred": 73590, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7021886648188856, + "FN": 16983, + "FP": 76497, + "IoU": 0.5410560424184402, + "TN": 74993043, + "TP": 110205, + "n_pred": 186702, + "n_ref": 127188 + }, + "10": { + "Dice": 0.5752238653226219, + "FN": 43847, + "FP": 39167, + "IoU": 0.40372929565729554, + "TN": 75057506, + "TP": 56208, + "n_pred": 95375, + "n_ref": 100055 + }, + "11": { + "Dice": 0.0, + "FN": 3544, + "FP": 0, + "IoU": 0.0, + "TN": 75193184, + "TP": 0, + "n_pred": 0, + "n_ref": 3544 + }, + "12": { + "Dice": 0.24457384859714135, + "FN": 2644, + "FP": 210, + "IoU": 0.13932448733413752, + "TN": 75193412, + "TP": 462, + "n_pred": 672, + "n_ref": 3106 + }, + "13": { + "Dice": 0.4500858300741501, + "FN": 29827, + "FP": 32321, + "IoU": 0.29039403523595303, + "TN": 75109147, + "TP": 25433, + "n_pred": 57754, + "n_ref": 55260 + }, + "14": { + "Dice": 0.7638302242304635, + "FN": 47520, + "FP": 5374, + "IoU": 0.6179007440583688, + "TN": 75058298, + "TP": 85536, + "n_pred": 90910, + "n_ref": 133056 + }, + "15": { + "Dice": 0.4610963299957349, + "FN": 51109, + "FP": 1959, + "IoU": 0.2996265061831044, + "TN": 75120957, + "TP": 22703, + "n_pred": 24662, + "n_ref": 73812 + }, + "2": { + "Dice": 0.6824928253492348, + "FN": 13374, + "FP": 110316, + "IoU": 0.5180182988606076, + "TN": 74940100, + "TP": 132938, + "n_pred": 243254, + "n_ref": 146312 + }, + "3": { + "Dice": 0.15447618368341595, + "FN": 134520, + "FP": 7736, + "IoU": 0.08370316455288533, + "TN": 75041477, + "TP": 12995, + "n_pred": 20731, + "n_ref": 147515 + }, + "4": { + "Dice": 0.627441939103303, + "FN": 4552, + "FP": 19687, + "IoU": 0.45713325867861143, + "TN": 75152078, + "TP": 20411, + "n_pred": 40098, + "n_ref": 24963 + }, + "5": { + "Dice": 0.27648234510326447, + "FN": 6456, + "FP": 60, + "IoU": 0.16041747197526093, + "TN": 75188967, + "TP": 1245, + "n_pred": 1305, + "n_ref": 7701 + }, + "6": { + "Dice": 0.8729131650965748, + "FN": 30589, + "FP": 326380, + "IoU": 0.7744861691791215, + "TN": 73613814, + "TP": 1225945, + "n_pred": 1552325, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.6732891497132517, + "FN": 40929, + "FP": 66684, + "IoU": 0.507487482722954, + "TN": 74978230, + "TP": 110885, + "n_pred": 177569, + "n_ref": 151814 + }, + "8": { + "Dice": 0.8449053314976444, + "FN": 17847, + "FP": 6711, + "IoU": 0.7314598141060689, + "TN": 75105278, + "TP": 66892, + "n_pred": 73603, + "n_ref": 84739 + }, + "9": { + "Dice": 0.7715053223202503, + "FN": 19649, + "FP": 14460, + "IoU": 0.6280086811425082, + "TN": 75105035, + "TP": 57584, + "n_pred": 72044, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9323626794673453, + "FN": 22394, + "FP": 5674, + "IoU": 0.8732953237361357, + "TN": 86706349, + "TP": 193455, + "n_pred": 199129, + "n_ref": 215849 + }, + "10": { + "Dice": 0.611653230620362, + "FN": 20156, + "FP": 41649, + "IoU": 0.4405622889832273, + "TN": 86817395, + "TP": 48672, + "n_pred": 90321, + "n_ref": 68828 + }, + "11": { + "Dice": 0.0, + "FN": 2590, + "FP": 0, + "IoU": 0.0, + "TN": 86925282, + "TP": 0, + "n_pred": 0, + "n_ref": 2590 + }, + "12": { + "Dice": 0.21457049655672344, + "FN": 4323, + "FP": 11, + "IoU": 0.12017864393016646, + "TN": 86922946, + "TP": 592, + "n_pred": 603, + "n_ref": 4915 + }, + "13": { + "Dice": 0.18712814279316742, + "FN": 46586, + "FP": 29650, + "IoU": 0.10322193598475492, + "TN": 86842861, + "TP": 8775, + "n_pred": 38425, + "n_ref": 55361 + }, + "14": { + "Dice": 0.6008248860354819, + "FN": 37609, + "FP": 23074, + "IoU": 0.42941364525349784, + "TN": 86821520, + "TP": 45669, + "n_pred": 68743, + "n_ref": 83278 + }, + "15": { + "Dice": 0.19307605180649715, + "FN": 145010, + "FP": 2461, + "IoU": 0.10685344670954613, + "TN": 86762758, + "TP": 17643, + "n_pred": 20104, + "n_ref": 162653 + }, + "2": { + "Dice": 0.17449895346503427, + "FN": 112047, + "FP": 3117, + "IoU": 0.09558962115976628, + "TN": 86800536, + "TP": 12172, + "n_pred": 15289, + "n_ref": 124219 + }, + "3": { + "Dice": 0.6751844201829448, + "FN": 33059, + "FP": 99037, + "IoU": 0.5096440821417435, + "TN": 86658484, + "TP": 137292, + "n_pred": 236329, + "n_ref": 170351 + }, + "4": { + "Dice": 0.4569375025816845, + "FN": 5460, + "FP": 20834, + "IoU": 0.2961237819895064, + "TN": 86890516, + "TP": 11062, + "n_pred": 31896, + "n_ref": 16522 + }, + "5": { + "Dice": 0.788005163340284, + "FN": 1505, + "FP": 630, + "IoU": 0.6501720465344912, + "TN": 86921769, + "TP": 3968, + "n_pred": 4598, + "n_ref": 5473 + }, + "6": { + "Dice": 0.8268279660388081, + "FN": 32236, + "FP": 446163, + "IoU": 0.7047798124261794, + "TN": 85307390, + "TP": 1142083, + "n_pred": 1588246, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.5092890456764576, + "FN": 665969, + "FP": 22444, + "IoU": 0.34164171410920086, + "TN": 85882221, + "TP": 357238, + "n_pred": 379682, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9198892629426347, + "FN": 6706, + "FP": 1599, + "IoU": 0.851661992962652, + "TN": 86871885, + "TP": 47682, + "n_pred": 49281, + "n_ref": 54388 + }, + "9": { + "Dice": 0.7089090947448367, + "FN": 17157, + "FP": 10439, + "IoU": 0.5490775993071783, + "TN": 86866673, + "TP": 33603, + "n_pred": 44042, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.48273690466159014, + "FN": 34039, + "FP": 82594, + "IoU": 0.3181629515307763, + "TN": 37578543, + "TP": 54424, + "n_pred": 137018, + "n_ref": 88463 + }, + "10": { + "Dice": 0.5093452197971103, + "FN": 26106, + "FP": 37738, + "IoU": 0.3416922727928894, + "TN": 37652618, + "TP": 33138, + "n_pred": 70876, + "n_ref": 59244 + }, + "11": { + "Dice": 0.0, + "FN": 2588, + "FP": 0, + "IoU": 0.0, + "TN": 37747012, + "TP": 0, + "n_pred": 0, + "n_ref": 2588 + }, + "12": { + "Dice": 0.0, + "FN": 2917, + "FP": 0, + "IoU": 0.0, + "TN": 37746683, + "TP": 0, + "n_pred": 0, + "n_ref": 2917 + }, + "13": { + "Dice": 0.4763174738638788, + "FN": 27025, + "FP": 12247, + "IoU": 0.3126093957851992, + "TN": 37692468, + "TP": 17860, + "n_pred": 30107, + "n_ref": 44885 + }, + "14": { + "Dice": 0.27787580397290684, + "FN": 73423, + "FP": 66134, + "IoU": 0.16135642517186674, + "TN": 37583192, + "TP": 26851, + "n_pred": 92985, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1796, + "IoU": 0.0, + "TN": 37747804, + "TP": 0, + "n_pred": 1796, + "n_ref": 0 + }, + "2": { + "Dice": 0.32682569063667793, + "FN": 62800, + "FP": 91400, + "IoU": 0.19533272104867663, + "TN": 37557968, + "TP": 37432, + "n_pred": 128832, + "n_ref": 100232 + }, + "3": { + "Dice": 0.006102318323673651, + "FN": 88261, + "FP": 54415, + "IoU": 0.003060497225987674, + "TN": 37606486, + "TP": 438, + "n_pred": 54853, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 0, + "IoU": 0.0, + "TN": 37737906, + "TP": 0, + "n_pred": 0, + "n_ref": 11694 + }, + "5": { + "Dice": 0.39558533701221915, + "FN": 7540, + "FP": 127, + "IoU": 0.24656053459119498, + "TN": 37739424, + "TP": 2509, + "n_pred": 2636, + "n_ref": 10049 + }, + "6": { + "Dice": 0.8520118999740437, + "FN": 145109, + "FP": 62423, + "IoU": 0.7421783378719513, + "TN": 36944656, + "TP": 597412, + "n_pred": 659835, + "n_ref": 742521 + }, + "7": { + "Dice": 0.6540657160749903, + "FN": 164604, + "FP": 26524, + "IoU": 0.48595665025160495, + "TN": 37377787, + "TP": 180685, + "n_pred": 207209, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9185545111108284, + "FN": 5872, + "FP": 6934, + "IoU": 0.8493766172665255, + "TN": 37664580, + "TP": 72214, + "n_pred": 79148, + "n_ref": 78086 + }, + "9": { + "Dice": 0.7909467344249953, + "FN": 12748, + "FP": 9466, + "IoU": 0.6541868393604932, + "TN": 37685363, + "TP": 42023, + "n_pred": 51489, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7418585031758478, + "FN": 23472, + "FP": 98005, + "IoU": 0.5896463196297672, + "TN": 75610658, + "TP": 174553, + "n_pred": 272558, + "n_ref": 198025 + }, + "10": { + "Dice": 0.8211125623148948, + "FN": 24838, + "FP": 14060, + "IoU": 0.6965148122430191, + "TN": 75778517, + "TP": 89273, + "n_pred": 103333, + "n_ref": 114111 + }, + "11": { + "Dice": 0.0, + "FN": 4342, + "FP": 0, + "IoU": 0.0, + "TN": 75902346, + "TP": 0, + "n_pred": 0, + "n_ref": 4342 + }, + "12": { + "Dice": 0.28217906856848257, + "FN": 3763, + "FP": 414, + "IoU": 0.164265706282513, + "TN": 75901690, + "TP": 821, + "n_pred": 1235, + "n_ref": 4584 + }, + "13": { + "Dice": 0.48357304578697896, + "FN": 26657, + "FP": 5048, + "IoU": 0.31888977206814323, + "TN": 75860139, + "TP": 14844, + "n_pred": 19892, + "n_ref": 41501 + }, + "14": { + "Dice": 0.7207010319717158, + "FN": 38269, + "FP": 27931, + "IoU": 0.5633562208546873, + "TN": 75755077, + "TP": 85411, + "n_pred": 113342, + "n_ref": 123680 + }, + "15": { + "Dice": 0.4251330827257361, + "FN": 136716, + "FP": 0, + "IoU": 0.2699485766464284, + "TN": 75719419, + "TP": 50553, + "n_pred": 50553, + "n_ref": 187269 + }, + "2": { + "Dice": 0.029899315508676003, + "FN": 189782, + "FP": 414, + "IoU": 0.015176541861055161, + "TN": 75713561, + "TP": 2931, + "n_pred": 3345, + "n_ref": 192713 + }, + "3": { + "Dice": 0.6620855999804844, + "FN": 34109, + "FP": 187525, + "IoU": 0.49486394643097265, + "TN": 75467927, + "TP": 217127, + "n_pred": 404652, + "n_ref": 251236 + }, + "4": { + "Dice": 0.7459727385377943, + "FN": 1582, + "FP": 17893, + "IoU": 0.5948616600790514, + "TN": 75858618, + "TP": 28595, + "n_pred": 46488, + "n_ref": 30177 + }, + "5": { + "Dice": 0.7110426648414329, + "FN": 3396, + "FP": 1670, + "IoU": 0.551641738206921, + "TN": 75895389, + "TP": 6233, + "n_pred": 7903, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9331418498085406, + "FN": 97485, + "FP": 133146, + "IoU": 0.8746634682793379, + "TN": 74066594, + "TP": 1609463, + "n_pred": 1742609, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.796556019299399, + "FN": 84123, + "FP": 12732, + "IoU": 0.6618970488644377, + "TN": 75620222, + "TP": 189611, + "n_pred": 202343, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9251649238444044, + "FN": 9776, + "FP": 3485, + "IoU": 0.8607505880376344, + "TN": 75811456, + "TP": 81971, + "n_pred": 85456, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8274638331628499, + "FN": 18289, + "FP": 6506, + "IoU": 0.7057043156245549, + "TN": 75822436, + "TP": 59457, + "n_pred": 65963, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9190320979126643, + "FN": 9896, + "FP": 5108, + "IoU": 0.850193697831383, + "TN": 61287594, + "TP": 85152, + "n_pred": 90260, + "n_ref": 95048 + }, + "10": { + "Dice": 0.7101377100294475, + "FN": 12459, + "FP": 41089, + "IoU": 0.5505531214852865, + "TN": 61268608, + "TP": 65594, + "n_pred": 106683, + "n_ref": 78053 + }, + "11": { + "Dice": 0.0, + "FN": 3342, + "FP": 0, + "IoU": 0.0, + "TN": 61384408, + "TP": 0, + "n_pred": 0, + "n_ref": 3342 + }, + "12": { + "Dice": 0.5003819709702063, + "FN": 2059, + "FP": 557, + "IoU": 0.3336729495669893, + "TN": 61383824, + "TP": 1310, + "n_pred": 1867, + "n_ref": 3369 + }, + "13": { + "Dice": 0.5193312129789035, + "FN": 21657, + "FP": 11289, + "IoU": 0.3507409743023806, + "TN": 61337006, + "TP": 17798, + "n_pred": 29087, + "n_ref": 39455 + }, + "14": { + "Dice": 0.6974330121668191, + "FN": 16876, + "FP": 26146, + "IoU": 0.5354296697838153, + "TN": 61295144, + "TP": 49584, + "n_pred": 75730, + "n_ref": 66460 + }, + "15": { + "Dice": 0.7785877184391309, + "FN": 14907, + "FP": 918, + "IoU": 0.6374487388027217, + "TN": 61344101, + "TP": 27824, + "n_pred": 28742, + "n_ref": 42731 + }, + "2": { + "Dice": 0.6969802881896789, + "FN": 10523, + "FP": 96116, + "IoU": 0.5348961967899512, + "TN": 61158470, + "TP": 122641, + "n_pred": 218757, + "n_ref": 133164 + }, + "3": { + "Dice": 0.46421460176991153, + "FN": 91655, + "FP": 5215, + "IoU": 0.30226527892822413, + "TN": 61248915, + "TP": 41965, + "n_pred": 47180, + "n_ref": 133620 + }, + "4": { + "Dice": 0.5939896071804934, + "FN": 10803, + "FP": 370, + "IoU": 0.42246459216375476, + "TN": 61368404, + "TP": 8173, + "n_pred": 8543, + "n_ref": 18976 + }, + "5": { + "Dice": 0.0038404096436953274, + "FN": 27641, + "FP": 373, + "IoU": 0.001923899102180419, + "TN": 61359682, + "TP": 54, + "n_pred": 427, + "n_ref": 27695 + }, + "6": { + "Dice": 0.8758173694130411, + "FN": 111565, + "FP": 138872, + "IoU": 0.7790703623981086, + "TN": 60254190, + "TP": 883123, + "n_pred": 1021995, + "n_ref": 994688 + }, + "7": { + "Dice": 0.33480479830487236, + "FN": 121356, + "FP": 112210, + "IoU": 0.20106039097641484, + "TN": 61095405, + "TP": 58779, + "n_pred": 170989, + "n_ref": 180135 + }, + "8": { + "Dice": 0.7207214156779858, + "FN": 106168, + "FP": 2444, + "IoU": 0.5633811309832487, + "TN": 61138993, + "TP": 140145, + "n_pred": 142589, + "n_ref": 246313 + }, + "9": { + "Dice": 0.7964065912249355, + "FN": 23556, + "FP": 5158, + "IoU": 0.6616907216494845, + "TN": 61302875, + "TP": 56161, + "n_pred": 61319, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8844865617844, + "FN": 27730, + "FP": 13483, + "IoU": 0.792896375322241, + "TN": 39549803, + "TP": 157784, + "n_pred": 171267, + "n_ref": 185514 + }, + "10": { + "Dice": 0.4794027354228074, + "FN": 28330, + "FP": 22713, + "IoU": 0.3152726541015494, + "TN": 39674255, + "TP": 23502, + "n_pred": 46215, + "n_ref": 51832 + }, + "11": { + "Dice": 0.0, + "FN": 3031, + "FP": 0, + "IoU": 0.0, + "TN": 39745769, + "TP": 0, + "n_pred": 0, + "n_ref": 3031 + }, + "12": { + "Dice": 0.20066889632107024, + "FN": 3070, + "FP": 37, + "IoU": 0.11152416356877323, + "TN": 39745303, + "TP": 390, + "n_pred": 427, + "n_ref": 3460 + }, + "13": { + "Dice": 0.5159437071345863, + "FN": 20641, + "FP": 22835, + "IoU": 0.3476577739099121, + "TN": 39682154, + "TP": 23170, + "n_pred": 46005, + "n_ref": 43811 + }, + "14": { + "Dice": 0.236360232166261, + "FN": 23865, + "FP": 37314, + "IoU": 0.13401842965731028, + "TN": 39678153, + "TP": 9468, + "n_pred": 46782, + "n_ref": 33333 + }, + "15": { + "Dice": 0.7019578721548381, + "FN": 21940, + "FP": 3345, + "IoU": 0.5407820417355297, + "TN": 39693739, + "TP": 29776, + "n_pred": 33121, + "n_ref": 51716 + }, + "2": { + "Dice": 0.5833546208617779, + "FN": 18509, + "FP": 123390, + "IoU": 0.4117859200703043, + "TN": 39507563, + "TP": 99338, + "n_pred": 222728, + "n_ref": 117847 + }, + "3": { + "Dice": 0.10670682730923695, + "FN": 126304, + "FP": 7154, + "IoU": 0.05636043527140827, + "TN": 39607371, + "TP": 7971, + "n_pred": 15125, + "n_ref": 134275 + }, + "4": { + "Dice": 0.7607132806303886, + "FN": 8906, + "FP": 447, + "IoU": 0.6138315441783649, + "TN": 39724580, + "TP": 14867, + "n_pred": 15314, + "n_ref": 23773 + }, + "5": { + "Dice": 0.7754154270372252, + "FN": 1181, + "FP": 1914, + "IoU": 0.6332069210713439, + "TN": 39740362, + "TP": 5343, + "n_pred": 7257, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9073264561161505, + "FN": 30786, + "FP": 152489, + "IoU": 0.8303728603980904, + "TN": 38668342, + "TP": 897183, + "n_pred": 1049672, + "n_ref": 927969 + }, + "7": { + "Dice": 0.384176821201505, + "FN": 557118, + "FP": 3799, + "IoU": 0.23775919682447794, + "TN": 39012921, + "TP": 174962, + "n_pred": 178761, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9289142901652273, + "FN": 1831, + "FP": 5470, + "IoU": 0.8672641989673479, + "TN": 39693796, + "TP": 47703, + "n_pred": 53173, + "n_ref": 49534 + }, + "9": { + "Dice": 0.8425742574257425, + "FN": 6738, + "FP": 6300, + "IoU": 0.7279726261762189, + "TN": 39700871, + "TP": 34891, + "n_pred": 41191, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8615907074456693, + "FN": 12471, + "FP": 14673, + "IoU": 0.7568373809673113, + "TN": 101284979, + "TP": 84485, + "n_pred": 99158, + "n_ref": 96956 + }, + "10": { + "Dice": 0.4703999794355046, + "FN": 45792, + "FP": 36618, + "IoU": 0.3075313631742137, + "TN": 101277599, + "TP": 36599, + "n_pred": 73217, + "n_ref": 82391 + }, + "11": { + "Dice": 0.0, + "FN": 5529, + "FP": 0, + "IoU": 0.0, + "TN": 101391079, + "TP": 0, + "n_pred": 0, + "n_ref": 5529 + }, + "12": { + "Dice": 0.0007574323044877864, + "FN": 5223, + "FP": 54, + "IoU": 0.00037885963250615644, + "TN": 101391329, + "TP": 2, + "n_pred": 56, + "n_ref": 5225 + }, + "13": { + "Dice": 0.6976848060745924, + "FN": 17143, + "FP": 11284, + "IoU": 0.5357265348119356, + "TN": 101335379, + "TP": 32802, + "n_pred": 44086, + "n_ref": 49945 + }, + "14": { + "Dice": 0.8234033660830973, + "FN": 51442, + "FP": 1798, + "IoU": 0.699817883501824, + "TN": 101219249, + "TP": 124119, + "n_pred": 125917, + "n_ref": 175561 + }, + "15": { + "Dice": 0.7491536279623021, + "FN": 10499, + "FP": 467, + "IoU": 0.5989173768333272, + "TN": 101369267, + "TP": 16375, + "n_pred": 16842, + "n_ref": 26874 + }, + "2": { + "Dice": 0.6560730744884135, + "FN": 15392, + "FP": 159013, + "IoU": 0.48817615157064376, + "TN": 101055856, + "TP": 166347, + "n_pred": 325360, + "n_ref": 181739 + }, + "3": { + "Dice": 0.0, + "FN": 167176, + "FP": 5479, + "IoU": 0.0, + "TN": 101223953, + "TP": 0, + "n_pred": 5479, + "n_ref": 167176 + }, + "4": { + "Dice": 0.5708689063828215, + "FN": 2423, + "FP": 9188, + "IoU": 0.39945174304334335, + "TN": 101377274, + "TP": 7723, + "n_pred": 16911, + "n_ref": 10146 + }, + "5": { + "Dice": 0.33822914051385056, + "FN": 30433, + "FP": 1197, + "IoU": 0.2035353662528643, + "TN": 101356895, + "TP": 8083, + "n_pred": 9280, + "n_ref": 38516 + }, + "6": { + "Dice": 0.8779148179130974, + "FN": 70052, + "FP": 419581, + "IoU": 0.7823958750442757, + "TN": 99146499, + "TP": 1760476, + "n_pred": 2180057, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.5781865252401717, + "FN": 258678, + "FP": 36556, + "IoU": 0.4066542732251419, + "TN": 100899033, + "TP": 202341, + "n_pred": 238897, + "n_ref": 461019 + }, + "8": { + "Dice": 0.747054096231299, + "FN": 95830, + "FP": 12444, + "IoU": 0.5962381089113711, + "TN": 101128445, + "TP": 159889, + "n_pred": 172333, + "n_ref": 255719 + }, + "9": { + "Dice": 0.908933658933659, + "FN": 6222, + "FP": 9888, + "IoU": 0.8330691037955796, + "TN": 101300101, + "TP": 80397, + "n_pred": 90285, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.06096932031429451, + "FN": 209961, + "FP": 6710, + "IoU": 0.03144319527949755, + "TN": 73659799, + "TP": 7034, + "n_pred": 13744, + "n_ref": 216995 + }, + "10": { + "Dice": 0.021157400824683634, + "FN": 74353, + "FP": 63331, + "IoU": 0.010691805823010376, + "TN": 73744332, + "TP": 1488, + "n_pred": 64819, + "n_ref": 75841 + }, + "11": { + "Dice": 0.0, + "FN": 6259, + "FP": 0, + "IoU": 0.0, + "TN": 73877245, + "TP": 0, + "n_pred": 0, + "n_ref": 6259 + }, + "12": { + "Dice": 0.0, + "FN": 5541, + "FP": 0, + "IoU": 0.0, + "TN": 73877963, + "TP": 0, + "n_pred": 0, + "n_ref": 5541 + }, + "13": { + "Dice": 4.505417764862247e-05, + "FN": 61237, + "FP": 27541, + "IoU": 2.2527596305474206e-05, + "TN": 73794724, + "TP": 2, + "n_pred": 27543, + "n_ref": 61239 + }, + "14": { + "Dice": 0.38477770195790245, + "FN": 64490, + "FP": 52716, + "IoU": 0.23821965708640436, + "TN": 73729646, + "TP": 36652, + "n_pred": 89368, + "n_ref": 101142 + }, + "15": { + "Dice": 0.1877033791043863, + "FN": 197631, + "FP": 14800, + "IoU": 0.1035721067623167, + "TN": 73646529, + "TP": 24544, + "n_pred": 39344, + "n_ref": 222175 + }, + "2": { + "Dice": 0.1351619014812263, + "FN": 175355, + "FP": 25495, + "IoU": 0.07247916137523379, + "TN": 73666959, + "TP": 15695, + "n_pred": 41190, + "n_ref": 191050 + }, + "3": { + "Dice": 0.4623512647527654, + "FN": 72670, + "FP": 194464, + "IoU": 0.3006871817693949, + "TN": 73501509, + "TP": 114861, + "n_pred": 309325, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 33239, + "IoU": 0.0, + "TN": 73802377, + "TP": 0, + "n_pred": 33239, + "n_ref": 47888 + }, + "5": { + "Dice": 0.0, + "FN": 15128, + "FP": 0, + "IoU": 0.0, + "TN": 73868376, + "TP": 0, + "n_pred": 0, + "n_ref": 15128 + }, + "6": { + "Dice": 0.5361114016981832, + "FN": 530314, + "FP": 1496207, + "IoU": 0.3662241801186914, + "TN": 70685968, + "TP": 1171015, + "n_pred": 2667222, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.20102384424140066, + "FN": 134273, + "FP": 170383, + "IoU": 0.11174347341843012, + "TN": 73540522, + "TP": 38326, + "n_pred": 208709, + "n_ref": 172599 + }, + "8": { + "Dice": 0.42991508817766166, + "FN": 56410, + "FP": 4686, + "IoU": 0.2738164572759797, + "TN": 73799371, + "TP": 23037, + "n_pred": 27723, + "n_ref": 79447 + }, + "9": { + "Dice": 0.6535958016138066, + "FN": 11408, + "FP": 72091, + "IoU": 0.485438029974364, + "TN": 73721232, + "TP": 78773, + "n_pred": 150864, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8543382393941084, + "FN": 11142, + "FP": 48941, + "IoU": 0.7457159423234003, + "TN": 69259493, + "TP": 176200, + "n_pred": 225141, + "n_ref": 187342 + }, + "10": { + "Dice": 0.5291774193548388, + "FN": 34664, + "FP": 23718, + "IoU": 0.35978331194964414, + "TN": 69404585, + "TP": 32809, + "n_pred": 56527, + "n_ref": 67473 + }, + "11": { + "Dice": 0.0, + "FN": 3461, + "FP": 0, + "IoU": 0.0, + "TN": 69492315, + "TP": 0, + "n_pred": 0, + "n_ref": 3461 + }, + "12": { + "Dice": 0.31845309142993555, + "FN": 2485, + "FP": 370, + "IoU": 0.1893810335036911, + "TN": 69492254, + "TP": 667, + "n_pred": 1037, + "n_ref": 3152 + }, + "13": { + "Dice": 0.7078363428057326, + "FN": 27465, + "FP": 14102, + "IoU": 0.5477915578764143, + "TN": 69403856, + "TP": 50353, + "n_pred": 64455, + "n_ref": 77818 + }, + "14": { + "Dice": 0.7878346892489182, + "FN": 49257, + "FP": 5561, + "IoU": 0.6499399729239572, + "TN": 69339180, + "TP": 101778, + "n_pred": 107339, + "n_ref": 151035 + }, + "15": { + "Dice": 0.6258629423257833, + "FN": 50752, + "FP": 950, + "IoU": 0.45545889242306153, + "TN": 69400830, + "TP": 43244, + "n_pred": 44194, + "n_ref": 93996 + }, + "2": { + "Dice": 0.734977307197188, + "FN": 21974, + "FP": 70463, + "IoU": 0.5809993064778595, + "TN": 69275163, + "TP": 128176, + "n_pred": 198639, + "n_ref": 150150 + }, + "3": { + "Dice": 0.6204205904740192, + "FN": 88207, + "FP": 15020, + "IoU": 0.44971720090197187, + "TN": 69308187, + "TP": 84362, + "n_pred": 99382, + "n_ref": 172569 + }, + "4": { + "Dice": 0.5231397109782079, + "FN": 16738, + "FP": 20418, + "IoU": 0.3542242383162139, + "TN": 69438239, + "TP": 20381, + "n_pred": 40799, + "n_ref": 37119 + }, + "5": { + "Dice": 0.7708739611772825, + "FN": 6246, + "FP": 1391, + "IoU": 0.6271724272603008, + "TN": 69475292, + "TP": 12847, + "n_pred": 14238, + "n_ref": 19093 + }, + "6": { + "Dice": 0.8621698968303061, + "FN": 113712, + "FP": 313433, + "IoU": 0.7577316634781667, + "TN": 67732669, + "TP": 1335962, + "n_pred": 1649395, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.7850648813306332, + "FN": 61583, + "FP": 76078, + "IoU": 0.6461784413561604, + "TN": 69106707, + "TP": 251408, + "n_pred": 327486, + "n_ref": 312991 + }, + "8": { + "Dice": 0.7879110116132643, + "FN": 18295, + "FP": 19600, + "IoU": 0.650043865724708, + "TN": 69387491, + "TP": 70390, + "n_pred": 89990, + "n_ref": 88685 + }, + "9": { + "Dice": 0.7437327863300296, + "FN": 22176, + "FP": 17927, + "IoU": 0.592017986489786, + "TN": 69397480, + "TP": 58193, + "n_pred": 76120, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8000306081699902, + "FN": 35129, + "FP": 48496, + "IoU": 0.6667091790982316, + "TN": 50582645, + "TP": 167282, + "n_pred": 215778, + "n_ref": 202411 + }, + "10": { + "Dice": 0.5773091683852551, + "FN": 33570, + "FP": 28328, + "IoU": 0.4057868059288841, + "TN": 50729384, + "TP": 42270, + "n_pred": 70598, + "n_ref": 75840 + }, + "11": { + "Dice": 0.0, + "FN": 6729, + "FP": 0, + "IoU": 0.0, + "TN": 50826823, + "TP": 0, + "n_pred": 0, + "n_ref": 6729 + }, + "12": { + "Dice": 0.0, + "FN": 6299, + "FP": 40, + "IoU": 0.0, + "TN": 50827213, + "TP": 0, + "n_pred": 40, + "n_ref": 6299 + }, + "13": { + "Dice": 0.4745544869017705, + "FN": 15402, + "FP": 57368, + "IoU": 0.31109238765135233, + "TN": 50727921, + "TP": 32861, + "n_pred": 90229, + "n_ref": 48263 + }, + "14": { + "Dice": 0.315210125228397, + "FN": 36591, + "FP": 24873, + "IoU": 0.18709165454304985, + "TN": 50757942, + "TP": 14146, + "n_pred": 39019, + "n_ref": 50737 + }, + "15": { + "Dice": 0.6773541357284715, + "FN": 15827, + "FP": 2206, + "IoU": 0.5121205562469563, + "TN": 50796590, + "TP": 18929, + "n_pred": 21135, + "n_ref": 34756 + }, + "2": { + "Dice": 0.6539716667304578, + "FN": 15578, + "FP": 192357, + "IoU": 0.48585282387179884, + "TN": 50429125, + "TP": 196492, + "n_pred": 388849, + "n_ref": 212070 + }, + "3": { + "Dice": 0.0408425452767418, + "FN": 198875, + "FP": 1211, + "IoU": 0.02084699480293228, + "TN": 50629206, + "TP": 4260, + "n_pred": 5471, + "n_ref": 203135 + }, + "4": { + "Dice": 0.7252302743798431, + "FN": 3084, + "FP": 8192, + "IoU": 0.5689108078143518, + "TN": 50807395, + "TP": 14881, + "n_pred": 23073, + "n_ref": 17965 + }, + "5": { + "Dice": 0.5871839352362929, + "FN": 7259, + "FP": 594, + "IoU": 0.4156124423277273, + "TN": 50820114, + "TP": 5585, + "n_pred": 6179, + "n_ref": 12844 + }, + "6": { + "Dice": 0.8640270281068134, + "FN": 87778, + "FP": 575885, + "IoU": 0.7606052692141485, + "TN": 48061298, + "TP": 2108591, + "n_pred": 2684476, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.6066710507695765, + "FN": 82603, + "FP": 106401, + "IoU": 0.4354112150649413, + "TN": 50498788, + "TP": 145760, + "n_pred": 252161, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9475114879295838, + "FN": 7764, + "FP": 2779, + "IoU": 0.9002582708153979, + "TN": 50727849, + "TP": 95160, + "n_pred": 97939, + "n_ref": 102924 + }, + "9": { + "Dice": 0.8112578166377076, + "FN": 27808, + "FP": 12818, + "IoU": 0.68245060030015, + "TN": 50705616, + "TP": 87310, + "n_pred": 100128, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8349005522425359, + "FN": 41569, + "FP": 25817, + "IoU": 0.7165916642133154, + "TN": 76647090, + "TP": 170384, + "n_pred": 196201, + "n_ref": 211953 + }, + "10": { + "Dice": 0.561595716271458, + "FN": 23951, + "FP": 40074, + "IoU": 0.39042967448325766, + "TN": 76779827, + "TP": 41008, + "n_pred": 81082, + "n_ref": 64959 + }, + "11": { + "Dice": 0.0, + "FN": 2874, + "FP": 0, + "IoU": 0.0, + "TN": 76881986, + "TP": 0, + "n_pred": 0, + "n_ref": 2874 + }, + "12": { + "Dice": 0.003727171077152441, + "FN": 2604, + "FP": 69, + "IoU": 0.0018670649738610904, + "TN": 76882182, + "TP": 5, + "n_pred": 74, + "n_ref": 2609 + }, + "13": { + "Dice": 0.41831199296256477, + "FN": 25664, + "FP": 21946, + "IoU": 0.2644718750482782, + "TN": 76820131, + "TP": 17119, + "n_pred": 39065, + "n_ref": 42783 + }, + "14": { + "Dice": 0.803644207233763, + "FN": 12396, + "FP": 21377, + "IoU": 0.6717434830783585, + "TN": 76781974, + "TP": 69113, + "n_pred": 90490, + "n_ref": 81509 + }, + "15": { + "Dice": 0.5586533224400871, + "FN": 23604, + "FP": 2326, + "IoU": 0.3875912236366642, + "TN": 76842519, + "TP": 16411, + "n_pred": 18737, + "n_ref": 40015 + }, + "2": { + "Dice": 0.5809800287710113, + "FN": 59068, + "FP": 5596, + "IoU": 0.40942343346149984, + "TN": 76775367, + "TP": 44829, + "n_pred": 50425, + "n_ref": 103897 + }, + "3": { + "Dice": 0.7551156009429211, + "FN": 8198, + "FP": 49665, + "IoU": 0.606574876763556, + "TN": 76737785, + "TP": 89212, + "n_pred": 138877, + "n_ref": 97410 + }, + "4": { + "Dice": 0.7644837144837144, + "FN": 2819, + "FP": 10775, + "IoU": 0.6187564854025858, + "TN": 76849203, + "TP": 22063, + "n_pred": 32838, + "n_ref": 24882 + }, + "5": { + "Dice": 0.8043310131477185, + "FN": 3795, + "FP": 2024, + "IoU": 0.6727037516170763, + "TN": 76867081, + "TP": 11960, + "n_pred": 13984, + "n_ref": 15755 + }, + "6": { + "Dice": 0.871102364903692, + "FN": 50962, + "FP": 268679, + "IoU": 0.7716398173067099, + "TN": 75485137, + "TP": 1080082, + "n_pred": 1348761, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.6059368417671886, + "FN": 47957, + "FP": 99278, + "IoU": 0.4346552293479346, + "TN": 76624426, + "TP": 113199, + "n_pred": 212477, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9049831654183442, + "FN": 7287, + "FP": 7416, + "IoU": 0.8264559382450839, + "TN": 76800138, + "TP": 70019, + "n_pred": 77435, + "n_ref": 77306 + }, + "9": { + "Dice": 0.7712585191352885, + "FN": 29243, + "FP": 7844, + "IoU": 0.6276816817419762, + "TN": 76785249, + "TP": 62524, + "n_pred": 70368, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5700461376938859, + "FN": 35800, + "FP": 98113, + "IoU": 0.3986465247029449, + "TN": 130777246, + "TP": 88773, + "n_pred": 186886, + "n_ref": 124573 + }, + "10": { + "Dice": 0.4943836806978994, + "FN": 27414, + "FP": 34254, + "IoU": 0.3283596719561737, + "TN": 130908115, + "TP": 30149, + "n_pred": 64403, + "n_ref": 57563 + }, + "11": { + "Dice": 0.0, + "FN": 5568, + "FP": 0, + "IoU": 0.0, + "TN": 130994364, + "TP": 0, + "n_pred": 0, + "n_ref": 5568 + }, + "12": { + "Dice": 0.0, + "FN": 7302, + "FP": 0, + "IoU": 0.0, + "TN": 130992630, + "TP": 0, + "n_pred": 0, + "n_ref": 7302 + }, + "13": { + "Dice": 0.18969411622980936, + "FN": 68969, + "FP": 11748, + "IoU": 0.10478567071480065, + "TN": 130909767, + "TP": 9448, + "n_pred": 21196, + "n_ref": 78417 + }, + "14": { + "Dice": 0.0, + "FN": 946125, + "FP": 9077, + "IoU": 0.0, + "TN": 130044730, + "TP": 0, + "n_pred": 9077, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 17891, + "IoU": 0.0, + "TN": 130956731, + "TP": 0, + "n_pred": 17891, + "n_ref": 25310 + }, + "2": { + "Dice": 0.27335986427002135, + "FN": 183892, + "FP": 1984, + "IoU": 0.15831895634376175, + "TN": 130779093, + "TP": 34963, + "n_pred": 36947, + "n_ref": 218855 + }, + "3": { + "Dice": 0.7094317052867065, + "FN": 36323, + "FP": 165778, + "IoU": 0.5497048921725685, + "TN": 130551113, + "TP": 246718, + "n_pred": 412496, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 5525, + "IoU": 0.0, + "TN": 130992127, + "TP": 0, + "n_pred": 5525, + "n_ref": 2280 + }, + "5": { + "Dice": 0.24434750999636495, + "FN": 20358, + "FP": 430, + "IoU": 0.1391776056979585, + "TN": 130975783, + "TP": 3361, + "n_pred": 3791, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8274269430579135, + "FN": 131540, + "FP": 428029, + "IoU": 0.705650652775301, + "TN": 129098895, + "TP": 1341468, + "n_pred": 1769497, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.3716402832855101, + "FN": 134904, + "FP": 98974, + "IoU": 0.22822984348652492, + "TN": 130696891, + "TP": 69163, + "n_pred": 168137, + "n_ref": 204067 + }, + "8": { + "Dice": 0.8099396677594424, + "FN": 37823, + "FP": 3571, + "IoU": 0.680587064215936, + "TN": 130870338, + "TP": 88200, + "n_pred": 91771, + "n_ref": 126023 + }, + "9": { + "Dice": 0.537223229492885, + "FN": 27885, + "FP": 22653, + "IoU": 0.3672626201923077, + "TN": 130920060, + "TP": 29334, + "n_pred": 51987, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7774451560284346, + "FN": 15475, + "FP": 8538, + "IoU": 0.6359184292320521, + "TN": 74360743, + "TP": 41942, + "n_pred": 50480, + "n_ref": 57417 + }, + "10": { + "Dice": 0.37847299886218866, + "FN": 59316, + "FP": 4595, + "IoU": 0.2334053016672664, + "TN": 74343328, + "TP": 19459, + "n_pred": 24054, + "n_ref": 78775 + }, + "11": { + "Dice": 0.0, + "FN": 2388, + "FP": 0, + "IoU": 0.0, + "TN": 74424310, + "TP": 0, + "n_pred": 0, + "n_ref": 2388 + }, + "12": { + "Dice": 0.0, + "FN": 2457, + "FP": 0, + "IoU": 0.0, + "TN": 74424241, + "TP": 0, + "n_pred": 0, + "n_ref": 2457 + }, + "13": { + "Dice": 0.12361634554308702, + "FN": 96029, + "FP": 7450, + "IoU": 0.06588010146510558, + "TN": 74315921, + "TP": 7298, + "n_pred": 14748, + "n_ref": 103327 + }, + "14": { + "Dice": 0.5913071539501018, + "FN": 97601, + "FP": 3716, + "IoU": 0.41975591457582856, + "TN": 74252087, + "TP": 73294, + "n_pred": 77010, + "n_ref": 170895 + }, + "15": { + "Dice": 0.7780072837962712, + "FN": 7905, + "FP": 263, + "IoU": 0.6366709665940127, + "TN": 74404217, + "TP": 14313, + "n_pred": 14576, + "n_ref": 22218 + }, + "2": { + "Dice": 0.6178926571556439, + "FN": 62146, + "FP": 7866, + "IoU": 0.44706560626762176, + "TN": 74300079, + "TP": 56607, + "n_pred": 64473, + "n_ref": 118753 + }, + "3": { + "Dice": 0.7357644540428254, + "FN": 15018, + "FP": 68426, + "IoU": 0.5819836789083204, + "TN": 74227079, + "TP": 116175, + "n_pred": 184601, + "n_ref": 131193 + }, + "4": { + "Dice": 0.5325094989524519, + "FN": 15464, + "FP": 10866, + "IoU": 0.3628708319217926, + "TN": 74385372, + "TP": 14996, + "n_pred": 25862, + "n_ref": 30460 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 74426680, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "6": { + "Dice": 0.9360768305576783, + "FN": 38082, + "FP": 77939, + "IoU": 0.879834989446036, + "TN": 73461184, + "TP": 849493, + "n_pred": 927432, + "n_ref": 887575 + }, + "7": { + "Dice": 0.5157023054859968, + "FN": 86774, + "FP": 32941, + "IoU": 0.34743859496113466, + "TN": 74243244, + "TP": 63739, + "n_pred": 96680, + "n_ref": 150513 + }, + "8": { + "Dice": 0.9009700791950509, + "FN": 5803, + "FP": 2425, + "IoU": 0.8197866701710581, + "TN": 74381041, + "TP": 37429, + "n_pred": 39854, + "n_ref": 43232 + }, + "9": { + "Dice": 0.5613405603481182, + "FN": 19066, + "FP": 3918, + "IoU": 0.3901830724330061, + "TN": 74389008, + "TP": 14706, + "n_pred": 18624, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8545892037359506, + "FN": 5440, + "FP": 40488, + "IoU": 0.7460984360574717, + "TN": 106465799, + "TP": 134961, + "n_pred": 175449, + "n_ref": 140401 + }, + "10": { + "Dice": 0.7593463628253994, + "FN": 24435, + "FP": 23045, + "IoU": 0.6120534692943753, + "TN": 106524300, + "TP": 74908, + "n_pred": 97953, + "n_ref": 99343 + }, + "11": { + "Dice": 0.0, + "FN": 4651, + "FP": 0, + "IoU": 0.0, + "TN": 106642037, + "TP": 0, + "n_pred": 0, + "n_ref": 4651 + }, + "12": { + "Dice": 0.20184058649196693, + "FN": 4823, + "FP": 294, + "IoU": 0.11224843858431645, + "TN": 106640924, + "TP": 647, + "n_pred": 941, + "n_ref": 5470 + }, + "13": { + "Dice": 0.44156508708126974, + "FN": 28862, + "FP": 1695, + "IoU": 0.2833388057601201, + "TN": 106604050, + "TP": 12081, + "n_pred": 13776, + "n_ref": 40943 + }, + "14": { + "Dice": 0.8559406168431988, + "FN": 5162, + "FP": 16749, + "IoU": 0.7481610040917659, + "TN": 106559684, + "TP": 65093, + "n_pred": 81842, + "n_ref": 70255 + }, + "15": { + "Dice": 0.7239316822451161, + "FN": 10645, + "FP": 1494, + "IoU": 0.5673142042416681, + "TN": 106618633, + "TP": 15916, + "n_pred": 17410, + "n_ref": 26561 + }, + "2": { + "Dice": 0.0, + "FN": 186673, + "FP": 775, + "IoU": 0.0, + "TN": 106459240, + "TP": 0, + "n_pred": 775, + "n_ref": 186673 + }, + "3": { + "Dice": 0.5826410207017529, + "FN": 8334, + "FP": 195328, + "IoU": 0.41107512578798217, + "TN": 106300868, + "TP": 142158, + "n_pred": 337486, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8381464069845533, + "FN": 723, + "FP": 2892, + "IoU": 0.7213872832369942, + "TN": 106633713, + "TP": 9360, + "n_pred": 12252, + "n_ref": 10083 + }, + "5": { + "Dice": 0.1821158174749335, + "FN": 3997, + "FP": 0, + "IoU": 0.10018009905447997, + "TN": 106642246, + "TP": 445, + "n_pred": 445, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9505628831207512, + "FN": 91748, + "FP": 31080, + "IoU": 0.9057835556145339, + "TN": 105343009, + "TP": 1180851, + "n_pred": 1211931, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.7729945274959957, + "FN": 105190, + "FP": 30868, + "IoU": 0.6299845801979282, + "TN": 106278979, + "TP": 231651, + "n_pred": 262519, + "n_ref": 336841 + }, + "8": { + "Dice": 0.8960289330922242, + "FN": 9093, + "FP": 5281, + "IoU": 0.8116416815179788, + "TN": 106570376, + "TP": 61938, + "n_pred": 67219, + "n_ref": 71031 + }, + "9": { + "Dice": 0.8333453598441364, + "FN": 21566, + "FP": 3839, + "IoU": 0.7143033860755935, + "TN": 106557765, + "TP": 63518, + "n_pred": 67357, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8560066592530451, + "FN": 23115, + "FP": 21169, + "IoU": 0.7482619249288001, + "TN": 107951015, + "TP": 131629, + "n_pred": 152798, + "n_ref": 154744 + }, + "10": { + "Dice": 0.6076170091060901, + "FN": 15282, + "FP": 69778, + "IoU": 0.43638640595286216, + "TN": 107976009, + "TP": 65859, + "n_pred": 135637, + "n_ref": 81141 + }, + "11": { + "Dice": 0.0, + "FN": 3037, + "FP": 0, + "IoU": 0.0, + "TN": 108123891, + "TP": 0, + "n_pred": 0, + "n_ref": 3037 + }, + "12": { + "Dice": 0.5078899082568807, + "FN": 2590, + "FP": 92, + "IoU": 0.34038366945400883, + "TN": 108122862, + "TP": 1384, + "n_pred": 1476, + "n_ref": 3974 + }, + "13": { + "Dice": 0.6426929285353247, + "FN": 38005, + "FP": 5823, + "IoU": 0.4735059162712475, + "TN": 108043683, + "TP": 39417, + "n_pred": 45240, + "n_ref": 77422 + }, + "14": { + "Dice": 0.6342082374008697, + "FN": 8904, + "FP": 26843, + "IoU": 0.4643520738432031, + "TN": 108060192, + "TP": 30989, + "n_pred": 57832, + "n_ref": 39893 + }, + "15": { + "Dice": 0.7113274695284985, + "FN": 7943, + "FP": 7712, + "IoU": 0.5519846607331941, + "TN": 108091985, + "TP": 19288, + "n_pred": 27000, + "n_ref": 27231 + }, + "2": { + "Dice": 0.40507797181500366, + "FN": 141849, + "FP": 755, + "IoU": 0.2539797962888367, + "TN": 107935775, + "TP": 48549, + "n_pred": 49304, + "n_ref": 190398 + }, + "3": { + "Dice": 0.7579500070955055, + "FN": 13299, + "FP": 106097, + "IoU": 0.6102411428086428, + "TN": 107820595, + "TP": 186937, + "n_pred": 293034, + "n_ref": 200236 + }, + "4": { + "Dice": 0.7898673920435226, + "FN": 7756, + "FP": 5840, + "IoU": 0.6527114357965721, + "TN": 108087779, + "TP": 25553, + "n_pred": 31393, + "n_ref": 33309 + }, + "5": { + "Dice": 0.4608421881149154, + "FN": 2706, + "FP": 34, + "IoU": 0.2994119151112247, + "TN": 108123017, + "TP": 1171, + "n_pred": 1205, + "n_ref": 3877 + }, + "6": { + "Dice": 0.95909544061859, + "FN": 49310, + "FP": 72673, + "IoU": 0.9214057446232748, + "TN": 106574868, + "TP": 1430077, + "n_pred": 1502750, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.6553461557095102, + "FN": 67006, + "FP": 132186, + "IoU": 0.48737164474869393, + "TN": 107738358, + "TP": 189378, + "n_pred": 321564, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9173211682264968, + "FN": 4161, + "FP": 2871, + "IoU": 0.8472698840189392, + "TN": 108080886, + "TP": 39010, + "n_pred": 41881, + "n_ref": 43171 + }, + "9": { + "Dice": 0.854169084238621, + "FN": 13893, + "FP": 2444, + "IoU": 0.7454582281636596, + "TN": 108062746, + "TP": 47845, + "n_pred": 50289, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6868348394602521, + "FN": 40660, + "FP": 35788, + "IoU": 0.523037665100667, + "TN": 62409879, + "TP": 83833, + "n_pred": 119621, + "n_ref": 124493 + }, + "10": { + "Dice": 0.5744482726510848, + "FN": 22132, + "FP": 32708, + "IoU": 0.40296557580508197, + "TN": 62478306, + "TP": 37014, + "n_pred": 69722, + "n_ref": 59146 + }, + "11": { + "Dice": 0.0, + "FN": 2052, + "FP": 0, + "IoU": 0.0, + "TN": 62568108, + "TP": 0, + "n_pred": 0, + "n_ref": 2052 + }, + "12": { + "Dice": 0.13482679941920764, + "FN": 3942, + "FP": 229, + "IoU": 0.0722864768683274, + "TN": 62565664, + "TP": 325, + "n_pred": 554, + "n_ref": 4267 + }, + "13": { + "Dice": 0.5729750261133796, + "FN": 20590, + "FP": 10889, + "IoU": 0.4015171679531541, + "TN": 62517562, + "TP": 21119, + "n_pred": 32008, + "n_ref": 41709 + }, + "14": { + "Dice": 0.48142192236528214, + "FN": 241123, + "FP": 2994, + "IoU": 0.31702151470217943, + "TN": 62212730, + "TP": 113313, + "n_pred": 116307, + "n_ref": 354436 + }, + "15": { + "Dice": 0.0072238992401374, + "FN": 90992, + "FP": 4384, + "IoU": 0.0036250430930915246, + "TN": 62474437, + "TP": 347, + "n_pred": 4731, + "n_ref": 91339 + }, + "2": { + "Dice": 0.17975029283643804, + "FN": 150362, + "FP": 1595, + "IoU": 0.09875034844342169, + "TN": 62401553, + "TP": 16650, + "n_pred": 18245, + "n_ref": 167012 + }, + "3": { + "Dice": 0.6228200181548714, + "FN": 38587, + "FP": 157120, + "IoU": 0.45224300844136944, + "TN": 62212872, + "TP": 161581, + "n_pred": 318701, + "n_ref": 200168 + }, + "4": { + "Dice": 0.7909048200695292, + "FN": 2436, + "FP": 8691, + "IoU": 0.6541294955083771, + "TN": 62537989, + "TP": 21044, + "n_pred": 29735, + "n_ref": 23480 + }, + "5": { + "Dice": 0.3329611206984063, + "FN": 6535, + "FP": 36, + "IoU": 0.19973206673973937, + "TN": 62561949, + "TP": 1640, + "n_pred": 1676, + "n_ref": 8175 + }, + "6": { + "Dice": 0.8896223552894211, + "FN": 64732, + "FP": 280888, + "IoU": 0.8011890004515556, + "TN": 60831725, + "TP": 1392815, + "n_pred": 1673703, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.6665790674150618, + "FN": 52964, + "FP": 81522, + "IoU": 0.49990145731614355, + "TN": 62301241, + "TP": 134433, + "n_pred": 215955, + "n_ref": 187397 + }, + "8": { + "Dice": 0.8831630637241068, + "FN": 7536, + "FP": 9024, + "IoU": 0.7907717188052762, + "TN": 62491012, + "TP": 62588, + "n_pred": 71612, + "n_ref": 70124 + }, + "9": { + "Dice": 0.7056606751770811, + "FN": 13831, + "FP": 16005, + "IoU": 0.5451898599106721, + "TN": 62504559, + "TP": 35765, + "n_pred": 51770, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6059224984468162, + "FN": 150019, + "FP": 19975, + "IoU": 0.43464046853330585, + "TN": 55080565, + "TP": 130689, + "n_pred": 150664, + "n_ref": 280708 + }, + "10": { + "Dice": 0.7526923200565789, + "FN": 18034, + "FP": 20431, + "IoU": 0.6034536082474227, + "TN": 55284248, + "TP": 58535, + "n_pred": 78966, + "n_ref": 76569 + }, + "11": { + "Dice": 0.0, + "FN": 4327, + "FP": 0, + "IoU": 0.0, + "TN": 55376921, + "TP": 0, + "n_pred": 0, + "n_ref": 4327 + }, + "12": { + "Dice": 0.30292090580899245, + "FN": 3805, + "FP": 443, + "IoU": 0.1784954554244827, + "TN": 55376077, + "TP": 923, + "n_pred": 1366, + "n_ref": 4728 + }, + "13": { + "Dice": 0.5195902514366184, + "FN": 31995, + "FP": 10307, + "IoU": 0.35097732363680995, + "TN": 55316070, + "TP": 22876, + "n_pred": 33183, + "n_ref": 54871 + }, + "14": { + "Dice": 0.6276731711735284, + "FN": 32816, + "FP": 41178, + "IoU": 0.45737878032325247, + "TN": 55244884, + "TP": 62370, + "n_pred": 103548, + "n_ref": 95186 + }, + "15": { + "Dice": 0.6884558895525311, + "FN": 35125, + "FP": 12602, + "IoU": 0.5249201182548452, + "TN": 55280787, + "TP": 52734, + "n_pred": 65336, + "n_ref": 87859 + }, + "2": { + "Dice": 0.3704597572455204, + "FN": 150700, + "FP": 1113, + "IoU": 0.2273400481471491, + "TN": 55184767, + "TP": 44668, + "n_pred": 45781, + "n_ref": 195368 + }, + "3": { + "Dice": 0.6791020413388725, + "FN": 24754, + "FP": 125639, + "IoU": 0.5141215011242924, + "TN": 55071720, + "TP": 159135, + "n_pred": 284774, + "n_ref": 183889 + }, + "4": { + "Dice": 0.4075145836204125, + "FN": 2973, + "FP": 9926, + "IoU": 0.2558984713008365, + "TN": 55363913, + "TP": 4436, + "n_pred": 14362, + "n_ref": 7409 + }, + "5": { + "Dice": 0.5953589557650472, + "FN": 3177, + "FP": 171, + "IoU": 0.4238513164687661, + "TN": 55375437, + "TP": 2463, + "n_pred": 2634, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9102408745899249, + "FN": 64467, + "FP": 218414, + "IoU": 0.8352679535924072, + "TN": 53664029, + "TP": 1434338, + "n_pred": 1652752, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.7290985574175259, + "FN": 47687, + "FP": 47109, + "IoU": 0.5736861514107626, + "TN": 55158886, + "TP": 127566, + "n_pred": 174675, + "n_ref": 175253 + }, + "8": { + "Dice": 0.8996688996688996, + "FN": 6158, + "FP": 2963, + "IoU": 0.8176347095871238, + "TN": 55331233, + "TP": 40894, + "n_pred": 43857, + "n_ref": 47052 + }, + "9": { + "Dice": 0.7939069468220824, + "FN": 14511, + "FP": 4390, + "IoU": 0.6582468448269627, + "TN": 55325942, + "TP": 36405, + "n_pred": 40795, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8298337035379171, + "FN": 43102, + "FP": 57639, + "IoU": 0.7091587802920509, + "TN": 110800237, + "TP": 245637, + "n_pred": 303276, + "n_ref": 288739 + }, + "10": { + "Dice": 0.745809333490067, + "FN": 18828, + "FP": 24420, + "IoU": 0.5946538699458264, + "TN": 111039921, + "TP": 63446, + "n_pred": 87866, + "n_ref": 82274 + }, + "11": { + "Dice": 0.0, + "FN": 3634, + "FP": 0, + "IoU": 0.0, + "TN": 111142981, + "TP": 0, + "n_pred": 0, + "n_ref": 3634 + }, + "12": { + "Dice": 0.45515873015873015, + "FN": 1957, + "FP": 789, + "IoU": 0.29463138967377345, + "TN": 111142722, + "TP": 1147, + "n_pred": 1936, + "n_ref": 3104 + }, + "13": { + "Dice": 0.6324833196234347, + "FN": 24534, + "FP": 19697, + "IoU": 0.46250501269883704, + "TN": 111064324, + "TP": 38060, + "n_pred": 57757, + "n_ref": 62594 + }, + "14": { + "Dice": 0.6913799219581411, + "FN": 9932, + "FP": 17908, + "IoU": 0.5283274600162645, + "TN": 111087591, + "TP": 31184, + "n_pred": 49092, + "n_ref": 41116 + }, + "15": { + "Dice": 0.7540903972266997, + "FN": 8288, + "FP": 2849, + "IoU": 0.605252897600397, + "TN": 111118402, + "TP": 17076, + "n_pred": 19925, + "n_ref": 25364 + }, + "2": { + "Dice": 0.3666444558081395, + "FN": 120396, + "FP": 2221, + "IoU": 0.22447314493890252, + "TN": 110988507, + "TP": 35491, + "n_pred": 37712, + "n_ref": 155887 + }, + "3": { + "Dice": 0.628357321138846, + "FN": 85580, + "FP": 102479, + "IoU": 0.458105693868142, + "TN": 110799575, + "TP": 158981, + "n_pred": 261460, + "n_ref": 244561 + }, + "4": { + "Dice": 0.732157892130157, + "FN": 4055, + "FP": 6761, + "IoU": 0.577483495449041, + "TN": 111121016, + "TP": 14783, + "n_pred": 21544, + "n_ref": 18838 + }, + "5": { + "Dice": 0.6556591211717709, + "FN": 2305, + "FP": 281, + "IoU": 0.4877179080824089, + "TN": 111141567, + "TP": 2462, + "n_pred": 2743, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9376129674423572, + "FN": 76773, + "FP": 126492, + "IoU": 0.8825530985493127, + "TN": 109415918, + "TP": 1527432, + "n_pred": 1653924, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.2924645637998793, + "FN": 299221, + "FP": 85333, + "IoU": 0.17127876681184312, + "TN": 110682582, + "TP": 79479, + "n_pred": 164812, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9088618069660723, + "FN": 8060, + "FP": 6478, + "IoU": 0.8329483953255886, + "TN": 111059588, + "TP": 72489, + "n_pred": 78967, + "n_ref": 80549 + }, + "9": { + "Dice": 0.8250271291346811, + "FN": 14799, + "FP": 2615, + "IoU": 0.7021669602695445, + "TN": 111088146, + "TP": 41055, + "n_pred": 43670, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9086436225659842, + "FN": 16959, + "FP": 20288, + "IoU": 0.8325819515549783, + "TN": 96898546, + "TP": 185232, + "n_pred": 205520, + "n_ref": 202191 + }, + "10": { + "Dice": 0.6820896418729105, + "FN": 23291, + "FP": 24352, + "IoU": 0.5175538970967971, + "TN": 97022272, + "TP": 51110, + "n_pred": 75462, + "n_ref": 74401 + }, + "11": { + "Dice": 0.0, + "FN": 3912, + "FP": 0, + "IoU": 0.0, + "TN": 97117113, + "TP": 0, + "n_pred": 0, + "n_ref": 3912 + }, + "12": { + "Dice": 0.19649933949801848, + "FN": 4688, + "FP": 178, + "IoU": 0.10895440395531954, + "TN": 97115564, + "TP": 595, + "n_pred": 773, + "n_ref": 5283 + }, + "13": { + "Dice": 0.6581256242012908, + "FN": 20729, + "FP": 11106, + "IoU": 0.49045248651503753, + "TN": 97058548, + "TP": 30642, + "n_pred": 41748, + "n_ref": 51371 + }, + "14": { + "Dice": 0.8429042558760405, + "FN": 28644, + "FP": 10369, + "IoU": 0.7284654361201592, + "TN": 96977349, + "TP": 104663, + "n_pred": 115032, + "n_ref": 133307 + }, + "15": { + "Dice": 0.8143674454058853, + "FN": 19889, + "FP": 2272, + "IoU": 0.6868632632010286, + "TN": 97050254, + "TP": 48610, + "n_pred": 50882, + "n_ref": 68499 + }, + "2": { + "Dice": 0.370297790585975, + "FN": 128846, + "FP": 2258, + "IoU": 0.22721806993138896, + "TN": 96951373, + "TP": 38548, + "n_pred": 40806, + "n_ref": 167394 + }, + "3": { + "Dice": 0.7325831262109321, + "FN": 32680, + "FP": 103962, + "IoU": 0.5780127607271021, + "TN": 96797219, + "TP": 187164, + "n_pred": 291126, + "n_ref": 219844 + }, + "4": { + "Dice": 0.5978562921794363, + "FN": 1420, + "FP": 19853, + "IoU": 0.42638731596828994, + "TN": 97083939, + "TP": 15813, + "n_pred": 35666, + "n_ref": 17233 + }, + "5": { + "Dice": 0.0, + "FN": 12458, + "FP": 0, + "IoU": 0.0, + "TN": 97108567, + "TP": 0, + "n_pred": 0, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9052066106229517, + "FN": 47706, + "FP": 274825, + "IoU": 0.8268287143549762, + "TN": 95258528, + "TP": 1539966, + "n_pred": 1814791, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.7530738561909276, + "FN": 110681, + "FP": 31023, + "IoU": 0.6039442351336546, + "TN": 96763237, + "TP": 216084, + "n_pred": 247107, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9198911507666545, + "FN": 12217, + "FP": 3091, + "IoU": 0.8516652293142375, + "TN": 97017826, + "TP": 87891, + "n_pred": 90982, + "n_ref": 100108 + }, + "9": { + "Dice": 0.8626893298119681, + "FN": 19009, + "FP": 5323, + "IoU": 0.7585344553826612, + "TN": 97020257, + "TP": 76436, + "n_pred": 81759, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8397787877251967, + "FN": 48019, + "FP": 8881, + "IoU": 0.723809200211633, + "TN": 78850388, + "TP": 149117, + "n_pred": 157998, + "n_ref": 197136 + }, + "10": { + "Dice": 0.6958931151556953, + "FN": 34494, + "FP": 16651, + "IoU": 0.5336166254798793, + "TN": 78946742, + "TP": 58518, + "n_pred": 75169, + "n_ref": 93012 + }, + "11": { + "Dice": 0.0, + "FN": 3009, + "FP": 0, + "IoU": 0.0, + "TN": 79053396, + "TP": 0, + "n_pred": 0, + "n_ref": 3009 + }, + "12": { + "Dice": 0.12338858195211787, + "FN": 2803, + "FP": 53, + "IoU": 0.06575073601570167, + "TN": 79053348, + "TP": 201, + "n_pred": 254, + "n_ref": 3004 + }, + "13": { + "Dice": 0.4696386143447647, + "FN": 43831, + "FP": 5054, + "IoU": 0.30688085751960187, + "TN": 78985876, + "TP": 21644, + "n_pred": 26698, + "n_ref": 65475 + }, + "14": { + "Dice": 0.5356880515637771, + "FN": 11989, + "FP": 32890, + "IoU": 0.36582918833371014, + "TN": 78985637, + "TP": 25889, + "n_pred": 58779, + "n_ref": 37878 + }, + "15": { + "Dice": 0.5342624518297453, + "FN": 20093, + "FP": 12055, + "IoU": 0.36450076106509577, + "TN": 79005818, + "TP": 18439, + "n_pred": 30494, + "n_ref": 38532 + }, + "2": { + "Dice": 0.7833793678163932, + "FN": 38013, + "FP": 3318, + "IoU": 0.6438978158790333, + "TN": 78940340, + "TP": 74734, + "n_pred": 78052, + "n_ref": 112747 + }, + "3": { + "Dice": 0.7681635818688547, + "FN": 15403, + "FP": 48566, + "IoU": 0.6235921998752545, + "TN": 78886459, + "TP": 105977, + "n_pred": 154543, + "n_ref": 121380 + }, + "4": { + "Dice": 0.5065118114675538, + "FN": 3990, + "FP": 4763, + "IoU": 0.3391468478671197, + "TN": 79043160, + "TP": 4492, + "n_pred": 9255, + "n_ref": 8482 + }, + "5": { + "Dice": 0.6470736629667003, + "FN": 2393, + "FP": 405, + "IoU": 0.4782770837217975, + "TN": 79051042, + "TP": 2565, + "n_pred": 2970, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9210604730543717, + "FN": 59049, + "FP": 156860, + "IoU": 0.8536720085339753, + "TN": 77580891, + "TP": 1259605, + "n_pred": 1416465, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.6371622884986228, + "FN": 245651, + "FP": 14381, + "IoU": 0.46752616479675313, + "TN": 78568058, + "TP": 228315, + "n_pred": 242696, + "n_ref": 473966 + }, + "8": { + "Dice": 0.8913327307421914, + "FN": 4902, + "FP": 1590, + "IoU": 0.8039677507020564, + "TN": 79023288, + "TP": 26625, + "n_pred": 28215, + "n_ref": 31527 + }, + "9": { + "Dice": 0.8266627878490935, + "FN": 17300, + "FP": 5342, + "IoU": 0.7045398196599376, + "TN": 78979772, + "TP": 53991, + "n_pred": 59333, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8966994807754962, + "FN": 15992, + "FP": 34104, + "IoU": 0.812742734323895, + "TN": 122444415, + "TP": 217429, + "n_pred": 251533, + "n_ref": 233421 + }, + "10": { + "Dice": 0.6795700679162163, + "FN": 27096, + "FP": 51459, + "IoU": 0.5146581817058479, + "TN": 122550085, + "TP": 83300, + "n_pred": 134759, + "n_ref": 110396 + }, + "11": { + "Dice": 0.0, + "FN": 4182, + "FP": 0, + "IoU": 0.0, + "TN": 122707758, + "TP": 0, + "n_pred": 0, + "n_ref": 4182 + }, + "12": { + "Dice": 0.0, + "FN": 6290, + "FP": 22, + "IoU": 0.0, + "TN": 122705628, + "TP": 0, + "n_pred": 22, + "n_ref": 6290 + }, + "13": { + "Dice": 0.11482588145814092, + "FN": 48516, + "FP": 32951, + "IoU": 0.06090996069209577, + "TN": 122625189, + "TP": 5284, + "n_pred": 38235, + "n_ref": 53800 + }, + "14": { + "Dice": 0.6395143542973724, + "FN": 18045, + "FP": 83024, + "IoU": 0.47006328682511966, + "TN": 122521221, + "TP": 89650, + "n_pred": 172674, + "n_ref": 107695 + }, + "15": { + "Dice": 0.7166997591990198, + "FN": 17159, + "FP": 9665, + "IoU": 0.5584817460578727, + "TN": 122651186, + "TP": 33930, + "n_pred": 43595, + "n_ref": 51089 + }, + "2": { + "Dice": 0.12327027810898779, + "FN": 127378, + "FP": 8651, + "IoU": 0.06568355404143085, + "TN": 122566348, + "TP": 9563, + "n_pred": 18214, + "n_ref": 136941 + }, + "3": { + "Dice": 0.6641591742857686, + "FN": 6117, + "FP": 135229, + "IoU": 0.49718436620670275, + "TN": 122430831, + "TP": 139763, + "n_pred": 274992, + "n_ref": 145880 + }, + "4": { + "Dice": 0.5967598820734464, + "FN": 23777, + "FP": 32575, + "IoU": 0.4252728199898011, + "TN": 122613890, + "TP": 41698, + "n_pred": 74273, + "n_ref": 65475 + }, + "5": { + "Dice": 0.0, + "FN": 17209, + "FP": 727, + "IoU": 0.0, + "TN": 122694004, + "TP": 0, + "n_pred": 727, + "n_ref": 17209 + }, + "6": { + "Dice": 0.8854492296011586, + "FN": 65279, + "FP": 360488, + "IoU": 0.794444948689328, + "TN": 120640636, + "TP": 1645537, + "n_pred": 2006025, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.5513812216394492, + "FN": 269979, + "FP": 212087, + "IoU": 0.3806254826155611, + "TN": 121933629, + "TP": 296245, + "n_pred": 508332, + "n_ref": 566224 + }, + "8": { + "Dice": 0.9070179256113391, + "FN": 15569, + "FP": 9215, + "IoU": 0.8298561768441286, + "TN": 122566275, + "TP": 120881, + "n_pred": 130096, + "n_ref": 136450 + }, + "9": { + "Dice": 0.7183819464767665, + "FN": 19515, + "FP": 23788, + "IoU": 0.5605273306675869, + "TN": 122613406, + "TP": 55231, + "n_pred": 79019, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/loop_000/summary_cross_val.json b/nnActive_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/loop_000/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..e36c1d32ea9a8906ef3e97c56e56d06bcc33f0b6 --- /dev/null +++ b/nnActive_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/loop_000/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": NaN, + "FN": 861.7377777777779, + "FP": 744.2577777777777, + "IoU": NaN, + "TN": 219057.7511111111, + "TP": 1296.7866666666666, + "n_pred": 2041.0444444444443, + "n_ref": 2158.5244444444443 + }, + "mean": { + "1": { + "Dice": 0.19641041682959257, + "FN": 521.3333333333334, + "FP": 120.4, + "IoU": 0.1617400824317362, + "TN": 220314.2, + "TP": 1004.6, + "n_pred": 1125.0, + "n_ref": 1525.9333333333334 + }, + "10": { + "Dice": 0.34601637100420707, + "FN": 755.0, + "FP": 834.8666666666667, + "IoU": 0.24238070429286282, + "TN": 219427.5, + "TP": 943.1666666666666, + "n_pred": 1778.0333333333333, + "n_ref": 1698.1666666666667 + }, + "11": { + "Dice": 0.0, + "FN": 72.06666666666666, + "FP": 0.0, + "IoU": 0.0, + "TN": 221888.46666666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 72.06666666666666 + }, + "12": { + "Dice": 0.2682558251526321, + "FN": 101.76666666666667, + "FP": 17.933333333333334, + "IoU": 0.17086201945692006, + "TN": 221787.9, + "TP": 52.93333333333333, + "n_pred": 70.86666666666666, + "n_ref": 154.7 + }, + "13": { + "Dice": 0.20839458412867665, + "FN": 637.2666666666667, + "FP": 8.633333333333333, + "IoU": 0.1468380178799337, + "TN": 221003.03333333333, + "TP": 311.6, + "n_pred": 320.23333333333335, + "n_ref": 948.8666666666667 + }, + "14": { + "Dice": 0.0, + "FN": 0.0, + "FP": 14.633333333333333, + "IoU": 0.0, + "TN": 221945.9, + "TP": 0.0, + "n_pred": 14.633333333333333, + "n_ref": 0.0 + }, + "15": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 221960.53333333333, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.21700057519272137, + "FN": 775.3, + "FP": 465.8, + "IoU": 0.18696396433598222, + "TN": 219423.6, + "TP": 1295.8333333333333, + "n_pred": 1761.6333333333334, + "n_ref": 2071.133333333333 + }, + "3": { + "Dice": 0.22982352701501085, + "FN": 5341.866666666667, + "FP": 325.06666666666666, + "IoU": 0.18042734581975484, + "TN": 215078.56666666668, + "TP": 1215.0333333333333, + "n_pred": 1540.1, + "n_ref": 6556.9 + }, + "4": { + "Dice": 0.18046831443969522, + "FN": 104.6, + "FP": 314.2, + "IoU": 0.16441208837721155, + "TN": 220894.33333333334, + "TP": 647.4, + "n_pred": 961.6, + "n_ref": 752.0 + }, + "5": { + "Dice": 0.4426771056709315, + "FN": 127.2, + "FP": 143.83333333333334, + "IoU": 0.33156593268647006, + "TN": 221438.73333333334, + "TP": 250.76666666666668, + "n_pred": 394.6, + "n_ref": 377.96666666666664 + }, + "6": { + "Dice": 0.5699927283142849, + "FN": 1895.7666666666667, + "FP": 7302.733333333334, + "IoU": 0.4874534593681592, + "TN": 204273.23333333334, + "TP": 8488.8, + "n_pred": 15791.533333333333, + "n_ref": 10384.566666666668 + }, + "7": { + "Dice": 0.36833579706125047, + "FN": 1840.6666666666667, + "FP": 1198.1333333333334, + "IoU": 0.2992506124775042, + "TN": 217242.66666666666, + "TP": 1679.0666666666666, + "n_pred": 2877.2, + "n_ref": 3519.733333333333 + }, + "8": { + "Dice": 0.8652560291107573, + "FN": 318.03333333333336, + "FP": 120.06666666666666, + "IoU": 0.7755829973800498, + "TN": 219409.23333333334, + "TP": 2113.2, + "n_pred": 2233.266666666667, + "n_ref": 2431.233333333333 + }, + "9": { + "Dice": 0.7038358456528311, + "FN": 435.2, + "FP": 297.56666666666666, + "IoU": 0.5848321542466187, + "TN": 219778.36666666667, + "TP": 1449.4, + "n_pred": 1746.9666666666667, + "n_ref": 1884.6 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 442, + "IoU": 0.0, + "TN": 174790, + "TP": 0, + "n_pred": 442, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 144468, + "FP": 0, + "IoU": 0.0, + "TN": 30764, + "TP": 0, + "n_pred": 0, + "n_ref": 144468 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 534, + "IoU": 0.0, + "TN": 174698, + "TP": 0, + "n_pred": 534, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 144041, + "IoU": 0.0, + "TN": 31191, + "TP": 0, + "n_pred": 144041, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 765, + "IoU": 0.0, + "TN": 174467, + "TP": 0, + "n_pred": 765, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.6748100276968966, + "FN": 4498, + "FP": 81, + "IoU": 0.5092175777063237, + "TN": 341134, + "TP": 4751, + "n_pred": 4832, + "n_ref": 9249 + }, + "9": { + "Dice": 0.740799083488472, + "FN": 401, + "FP": 3219, + "IoU": 0.5883088820652792, + "TN": 341671, + "TP": 5173, + "n_pred": 8392, + "n_ref": 5574 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3205, + "IoU": 0.0, + "TN": 347259, + "TP": 0, + "n_pred": 3205, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6732, + "IoU": 0.0, + "TN": 343732, + "TP": 0, + "n_pred": 6732, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 207, + "IoU": 0.0, + "TN": 350257, + "TP": 0, + "n_pred": 207, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 679, + "FP": 0, + "IoU": 0.0, + "TN": 349785, + "TP": 0, + "n_pred": 0, + "n_ref": 679 + }, + "6": { + "Dice": 0.869877617159183, + "FN": 720, + "FP": 23692, + "IoU": 0.7697198377511556, + "TN": 244454, + "TP": 81598, + "n_pred": 105290, + "n_ref": 82318 + }, + "7": { + "Dice": 0.27184466019417475, + "FN": 48, + "FP": 2127, + "IoU": 0.15730337078651685, + "TN": 347883, + "TP": 406, + "n_pred": 2533, + "n_ref": 454 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7220515112576121, + "FN": 4720, + "FP": 255, + "IoU": 0.5650083063740491, + "TN": 339027, + "TP": 6462, + "n_pred": 6717, + "n_ref": 11182 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.4475920679886686, + "FN": 177, + "FP": 18, + "IoU": 0.28832116788321166, + "TN": 350190, + "TP": 79, + "n_pred": 97, + "n_ref": 256 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.12673684210526315, + "FN": 4116, + "FP": 32, + "IoU": 0.06765565295572039, + "TN": 346015, + "TP": 301, + "n_pred": 333, + "n_ref": 4417 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9023415721984761, + "FN": 1429, + "FP": 2775, + "IoU": 0.8220604418860578, + "TN": 326838, + "TP": 19422, + "n_pred": 22197, + "n_ref": 20851 + }, + "5": { + "Dice": 0.6837092731829574, + "FN": 660, + "FP": 3757, + "IoU": 0.5194211728865195, + "TN": 341273, + "TP": 4774, + "n_pred": 8531, + "n_ref": 5434 + }, + "6": { + "Dice": 0.9345181040214847, + "FN": 5654, + "FP": 1929, + "IoU": 0.8770849204934109, + "TN": 288771, + "TP": 54110, + "n_pred": 56039, + "n_ref": 59764 + }, + "7": { + "Dice": 0.7916888318678224, + "FN": 1855, + "FP": 4802, + "IoU": 0.6552027761951624, + "TN": 331157, + "TP": 12650, + "n_pred": 17452, + "n_ref": 14505 + }, + "8": { + "Dice": 0.9347988936268296, + "FN": 3241, + "FP": 1285, + "IoU": 0.8775797246490492, + "TN": 313493, + "TP": 32445, + "n_pred": 33730, + "n_ref": 35686 + }, + "9": { + "Dice": 0.1935697712959894, + "FN": 93, + "FP": 2340, + "IoU": 0.10715596330275229, + "TN": 347739, + "TP": 292, + "n_pred": 2632, + "n_ref": 385 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.12909632571996027, + "FN": 877, + "FP": 0, + "IoU": 0.06900212314225053, + "TN": 174290, + "TP": 65, + "n_pred": 65, + "n_ref": 942 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6141627304586317, + "FN": 15465, + "FP": 4793, + "IoU": 0.4431708859019818, + "TN": 314083, + "TP": 16123, + "n_pred": 20916, + "n_ref": 31588 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6653349609736249, + "FN": 8838, + "FP": 209, + "IoU": 0.4985033259423503, + "TN": 332424, + "TP": 8993, + "n_pred": 9202, + "n_ref": 17831 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1126, + "IoU": 0.0, + "TN": 349338, + "TP": 0, + "n_pred": 1126, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1941, + "IoU": 0.0, + "TN": 348523, + "TP": 0, + "n_pred": 1941, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 152, + "IoU": 0.0, + "TN": 350312, + "TP": 0, + "n_pred": 152, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9543445314473352, + "FN": 1155, + "FP": 291, + "IoU": 0.9126758862250136, + "TN": 333905, + "TP": 15113, + "n_pred": 15404, + "n_ref": 16268 + }, + "7": { + "Dice": 0.21035258814703675, + "FN": 31541, + "FP": 37, + "IoU": 0.11753856472166331, + "TN": 314680, + "TP": 4206, + "n_pred": 4243, + "n_ref": 35747 + }, + "8": { + "Dice": 0.9243027888446215, + "FN": 190, + "FP": 152, + "IoU": 0.8592592592592593, + "TN": 348034, + "TP": 2088, + "n_pred": 2240, + "n_ref": 2278 + }, + "9": { + "Dice": 0.8941813672141935, + "FN": 2857, + "FP": 1324, + "IoU": 0.8086148494003479, + "TN": 328618, + "TP": 17665, + "n_pred": 18989, + "n_ref": 20522 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7108886107634543, + "FN": 462, + "FP": 0, + "IoU": 0.5514563106796116, + "TN": 174202, + "TP": 568, + "n_pred": 568, + "n_ref": 1030 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 201, + "IoU": 0.0, + "TN": 350263, + "TP": 0, + "n_pred": 201, + "n_ref": 0 + }, + "10": { + "Dice": 0.36625359869821006, + "FN": 1677, + "FP": 13512, + "IoU": 0.22418020226785168, + "TN": 330886, + "TP": 4389, + "n_pred": 17901, + "n_ref": 6066 + }, + "11": { + "Dice": 0.0, + "FN": 2162, + "FP": 0, + "IoU": 0.0, + "TN": 348302, + "TP": 0, + "n_pred": 0, + "n_ref": 2162 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 350459, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "13": { + "Dice": 0.0415065334358186, + "FN": 2476, + "FP": 18, + "IoU": 0.02119309262166405, + "TN": 347916, + "TP": 54, + "n_pred": 72, + "n_ref": 2530 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9574330036766875, + "FN": 987, + "FP": 1178, + "IoU": 0.9183419454607173, + "TN": 323951, + "TP": 24348, + "n_pred": 25526, + "n_ref": 25335 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 429, + "IoU": 0.0, + "TN": 350035, + "TP": 0, + "n_pred": 429, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 1709, + "FP": 5758, + "IoU": 0.0, + "TN": 342997, + "TP": 0, + "n_pred": 5758, + "n_ref": 1709 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7243807270998905, + "FN": 40867, + "FP": 9003, + "IoU": 0.5678659318567814, + "TN": 235060, + "TP": 65534, + "n_pred": 74537, + "n_ref": 106401 + }, + "7": { + "Dice": 0.11598571627324583, + "FN": 17385, + "FP": 20739, + "IoU": 0.06156307692307692, + "TN": 309839, + "TP": 2501, + "n_pred": 23240, + "n_ref": 19886 + }, + "8": { + "Dice": 0.7831932773109244, + "FN": 383, + "FP": 4, + "IoU": 0.643646408839779, + "TN": 349378, + "TP": 699, + "n_pred": 703, + "n_ref": 1082 + }, + "9": { + "Dice": 0.8025993206321075, + "FN": 4937, + "FP": 1746, + "IoU": 0.6702846711727268, + "TN": 330195, + "TP": 13586, + "n_pred": 15332, + "n_ref": 18523 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6697691284902696, + "FN": 1898, + "FP": 3566, + "IoU": 0.5034984098137211, + "TN": 164227, + "TP": 5541, + "n_pred": 9107, + "n_ref": 7439 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4972318339100346, + "FN": 2790, + "FP": 116, + "IoU": 0.33087727377388904, + "TN": 170889, + "TP": 1437, + "n_pred": 1553, + "n_ref": 4227 + }, + "13": { + "Dice": 0.0, + "FN": 3688, + "FP": 0, + "IoU": 0.0, + "TN": 171544, + "TP": 0, + "n_pred": 0, + "n_ref": 3688 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 506, + "IoU": 0.0, + "TN": 174726, + "TP": 0, + "n_pred": 506, + "n_ref": 0 + }, + "3": { + "Dice": 0.5594059405940595, + "FN": 522, + "FP": 12, + "IoU": 0.38831615120274915, + "TN": 174359, + "TP": 339, + "n_pred": 351, + "n_ref": 861 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.942599385347477, + "FN": 112, + "FP": 467, + "IoU": 0.8914307144196513, + "TN": 169899, + "TP": 4754, + "n_pred": 5221, + "n_ref": 4866 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 439, + "IoU": 0.0, + "TN": 350025, + "TP": 0, + "n_pred": 439, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5615710226723621, + "FN": 22272, + "FP": 411, + "IoU": 0.3904058048911583, + "TN": 313254, + "TP": 14527, + "n_pred": 14938, + "n_ref": 36799 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4145246838025296, + "FN": 1435, + "FP": 0, + "IoU": 0.26145136387030365, + "TN": 348521, + "TP": 508, + "n_pred": 508, + "n_ref": 1943 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 175230, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2964, + "IoU": 0.0, + "TN": 172268, + "TP": 0, + "n_pred": 2964, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5072, + "IoU": 0.0, + "TN": 170160, + "TP": 0, + "n_pred": 5072, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6289493019838354, + "FN": 2368, + "FP": 157, + "IoU": 0.4587352625937835, + "TN": 170567, + "TP": 2140, + "n_pred": 2297, + "n_ref": 4508 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.3075356415478615, + "FN": 263, + "FP": 417, + "IoU": 0.18170878459687123, + "TN": 174401, + "TP": 151, + "n_pred": 568, + "n_ref": 414 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6443220438298372, + "FN": 2477, + "FP": 558, + "IoU": 0.4752766251728907, + "TN": 169448, + "TP": 2749, + "n_pred": 3307, + "n_ref": 5226 + }, + "6": { + "Dice": 0.8116807736089353, + "FN": 6353, + "FP": 10356, + "IoU": 0.683049432831291, + "TN": 122514, + "TP": 36009, + "n_pred": 46365, + "n_ref": 42362 + }, + "7": { + "Dice": 0.9285802647313512, + "FN": 1270, + "FP": 2194, + "IoU": 0.8666820613478043, + "TN": 149249, + "TP": 22519, + "n_pred": 24713, + "n_ref": 23789 + }, + "8": { + "Dice": 0.9318318018377947, + "FN": 1117, + "FP": 1613, + "IoU": 0.8723642994062368, + "TN": 153843, + "TP": 18659, + "n_pred": 20272, + "n_ref": 19776 + }, + "9": { + "Dice": 0.8698140200286123, + "FN": 48, + "FP": 43, + "IoU": 0.769620253164557, + "TN": 174837, + "TP": 304, + "n_pred": 347, + "n_ref": 352 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2603, + "IoU": 0.0, + "TN": 347861, + "TP": 0, + "n_pred": 2603, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 36, + "IoU": 0.0, + "TN": 350428, + "TP": 0, + "n_pred": 36, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 7106, + "IoU": 0.0, + "TN": 343358, + "TP": 0, + "n_pred": 7106, + "n_ref": 0 + }, + "3": { + "Dice": 0.8195352214960058, + "FN": 15266, + "FP": 638, + "IoU": 0.6942479237157798, + "TN": 298448, + "TP": 36112, + "n_pred": 36750, + "n_ref": 51378 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 18802, + "IoU": 0.0, + "TN": 331662, + "TP": 0, + "n_pred": 18802, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7856416673183703, + "FN": 15640, + "FP": 806, + "IoU": 0.6469603297269448, + "TN": 128648, + "TP": 30138, + "n_pred": 30944, + "n_ref": 45778 + }, + "10": { + "Dice": 0.041404140414041404, + "FN": 1065, + "FP": 0, + "IoU": 0.021139705882352942, + "TN": 174144, + "TP": 23, + "n_pred": 23, + "n_ref": 1088 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 10762, + "IoU": 0.0, + "TN": 164470, + "TP": 0, + "n_pred": 10762, + "n_ref": 0 + }, + "7": { + "Dice": 0.867473786617663, + "FN": 2244, + "FP": 208, + "IoU": 0.7659635391810633, + "TN": 164755, + "TP": 8025, + "n_pred": 8233, + "n_ref": 10269 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8497049635543215, + "FN": 227, + "FP": 206, + "IoU": 0.7386843693421846, + "TN": 173575, + "TP": 1224, + "n_pred": 1430, + "n_ref": 1451 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.33468716768163537, + "FN": 1016.2888888888889, + "FP": 715.4933333333333, + "IoU": 0.2754803928766558, + "TN": 235454.0422222222, + "TP": 2297.908888888888, + "n_pred": 3013.402222222222, + "n_ref": 3314.1977777777784 + }, + "mean": { + "1": { + "Dice": 0.3877605509225028, + "FN": 528.4666666666667, + "FP": 73.03333333333333, + "IoU": 0.35517551094862826, + "TN": 236659.33333333334, + "TP": 2222.9, + "n_pred": 2295.9333333333334, + "n_ref": 2751.366666666667 + }, + "10": { + "Dice": 0.3801473143350431, + "FN": 1198.3333333333333, + "FP": 1508.0333333333333, + "IoU": 0.28211714471750554, + "TN": 234928.93333333332, + "TP": 1848.4333333333334, + "n_pred": 3356.4666666666667, + "n_ref": 3046.766666666667 + }, + "11": { + "Dice": 0.0, + "FN": 236.96666666666667, + "FP": 0.0, + "IoU": 0.0, + "TN": 239246.76666666666, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 236.96666666666667 + }, + "12": { + "Dice": 0.0, + "FN": 371.4, + "FP": 0.0, + "IoU": 0.0, + "TN": 239112.33333333334, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 371.4 + }, + "13": { + "Dice": 0.1571941641276178, + "FN": 1568.5, + "FP": 1469.1, + "IoU": 0.10856304803913003, + "TN": 235790.9, + "TP": 655.2333333333333, + "n_pred": 2124.3333333333335, + "n_ref": 2223.733333333333 + }, + "14": { + "Dice": 0.32629030483107735, + "FN": 521.6666666666666, + "FP": 11.0, + "IoU": 0.2421594250245018, + "TN": 238456.9, + "TP": 494.1666666666667, + "n_pred": 505.1666666666667, + "n_ref": 1015.8333333333334 + }, + "15": { + "Dice": 0.7857436150119077, + "FN": 11.2, + "FP": 75.76666666666667, + "IoU": 0.6470986067902069, + "TN": 239237.3, + "TP": 159.46666666666667, + "n_pred": 235.23333333333332, + "n_ref": 170.66666666666666 + }, + "2": { + "Dice": 0.42526266256073936, + "FN": 819.2333333333333, + "FP": 1025.1333333333334, + "IoU": 0.3777513345589745, + "TN": 235346.66666666666, + "TP": 2292.7, + "n_pred": 3317.8333333333335, + "n_ref": 3111.9333333333334 + }, + "3": { + "Dice": 0.2152164874759596, + "FN": 944.7, + "FP": 460.0, + "IoU": 0.19107870684170156, + "TN": 236081.43333333332, + "TP": 1997.6, + "n_pred": 2457.6, + "n_ref": 2942.3 + }, + "4": { + "Dice": 0.16570189019833917, + "FN": 330.8, + "FP": 237.73333333333332, + "IoU": 0.12053911351394368, + "TN": 238545.93333333332, + "TP": 369.26666666666665, + "n_pred": 607.0, + "n_ref": 700.0666666666667 + }, + "5": { + "Dice": 0.25942724731652067, + "FN": 102.6, + "FP": 11.366666666666667, + "IoU": 0.17588139148285747, + "TN": 239322.66666666666, + "TP": 47.1, + "n_pred": 58.46666666666667, + "n_ref": 149.7 + }, + "6": { + "Dice": 0.5434430953943165, + "FN": 1491.8666666666666, + "FP": 4238.9, + "IoU": 0.4856061378109101, + "TN": 216284.6, + "TP": 17468.366666666665, + "n_pred": 21707.266666666666, + "n_ref": 18960.233333333334 + }, + "7": { + "Dice": 0.2433927115437056, + "FN": 4646.233333333334, + "FP": 779.1333333333333, + "IoU": 0.20175723482663244, + "TN": 230993.1, + "TP": 3065.266666666667, + "n_pred": 3844.4, + "n_ref": 7711.5 + }, + "8": { + "Dice": 0.7215527876745127, + "FN": 812.9333333333333, + "FP": 225.16666666666666, + "IoU": 0.6259607871174455, + "TN": 236889.36666666667, + "TP": 1556.2666666666667, + "n_pred": 1781.4333333333334, + "n_ref": 2369.2 + }, + "9": { + "Dice": 0.40917468383228894, + "FN": 1659.4333333333334, + "FP": 618.0333333333333, + "IoU": 0.31851745147739935, + "TN": 234914.4, + "TP": 2291.866666666667, + "n_pred": 2909.9, + "n_ref": 3951.3 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 350459, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 413, + "FP": 46, + "IoU": 0.0, + "TN": 350005, + "TP": 0, + "n_pred": 46, + "n_ref": 413 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 242, + "IoU": 0.0, + "TN": 350222, + "TP": 0, + "n_pred": 242, + "n_ref": 0 + }, + "4": { + "Dice": 0.5083323342524877, + "FN": 2364, + "FP": 1737, + "IoU": 0.34078122488345924, + "TN": 344243, + "TP": 2120, + "n_pred": 3857, + "n_ref": 4484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9738764745714388, + "FN": 2505, + "FP": 2626, + "IoU": 0.9490830786329536, + "TN": 249692, + "TP": 95641, + "n_pred": 98267, + "n_ref": 98146 + }, + "7": { + "Dice": 0.8622129436325678, + "FN": 2927, + "FP": 769, + "IoU": 0.7577981651376147, + "TN": 335204, + "TP": 11564, + "n_pred": 12333, + "n_ref": 14491 + }, + "8": { + "Dice": 0.793733681462141, + "FN": 1606, + "FP": 3055, + "IoU": 0.658008658008658, + "TN": 336835, + "TP": 8968, + "n_pred": 12023, + "n_ref": 10574 + }, + "9": { + "Dice": 0.8913238115540396, + "FN": 1575, + "FP": 974, + "IoU": 0.8039532379633902, + "TN": 337462, + "TP": 10453, + "n_pred": 11427, + "n_ref": 12028 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1813, + "IoU": 0.0, + "TN": 173419, + "TP": 0, + "n_pred": 1813, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 119030, + "FP": 0, + "IoU": 0.0, + "TN": 56202, + "TP": 0, + "n_pred": 0, + "n_ref": 119030 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 175227, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9468966787402542, + "FN": 1318, + "FP": 1277, + "IoU": 0.8991488865570713, + "TN": 324733, + "TP": 23136, + "n_pred": 24413, + "n_ref": 24454 + }, + "10": { + "Dice": 0.6161954157604149, + "FN": 12896, + "FP": 5456, + "IoU": 0.4452907749969774, + "TN": 317380, + "TP": 14732, + "n_pred": 20188, + "n_ref": 27628 + }, + "11": { + "Dice": 0.0, + "FN": 434, + "FP": 0, + "IoU": 0.0, + "TN": 350030, + "TP": 0, + "n_pred": 0, + "n_ref": 434 + }, + "12": { + "Dice": 0.0, + "FN": 2523, + "FP": 0, + "IoU": 0.0, + "TN": 347941, + "TP": 0, + "n_pred": 0, + "n_ref": 2523 + }, + "13": { + "Dice": 0.5585064905279574, + "FN": 711, + "FP": 8914, + "IoU": 0.38744988226309424, + "TN": 334751, + "TP": 6088, + "n_pred": 15002, + "n_ref": 6799 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.866708780795957, + "FN": 178, + "FP": 33, + "IoU": 0.7647714604236343, + "TN": 349567, + "TP": 686, + "n_pred": 719, + "n_ref": 864 + }, + "3": { + "Dice": 0.925359812562758, + "FN": 181, + "FP": 488, + "IoU": 0.8610880398671097, + "TN": 345648, + "TP": 4147, + "n_pred": 4635, + "n_ref": 4328 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 744, + "IoU": 0.0, + "TN": 349720, + "TP": 0, + "n_pred": 744, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8903703703703704, + "FN": 92, + "FP": 56, + "IoU": 0.8024032042723631, + "TN": 349715, + "TP": 601, + "n_pred": 657, + "n_ref": 693 + }, + "7": { + "Dice": 0.9575908455625437, + "FN": 4260, + "FP": 1566, + "IoU": 0.9186324213348975, + "TN": 278863, + "TP": 65775, + "n_pred": 67341, + "n_ref": 70035 + }, + "8": { + "Dice": 0.8939069919170683, + "FN": 1598, + "FP": 1329, + "IoU": 0.8081662078909425, + "TN": 335206, + "TP": 12331, + "n_pred": 13660, + "n_ref": 13929 + }, + "9": { + "Dice": 0.8865791776027997, + "FN": 1355, + "FP": 1886, + "IoU": 0.796266029670606, + "TN": 334556, + "TP": 12667, + "n_pred": 14553, + "n_ref": 14022 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 350456, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "10": { + "Dice": 0.7346938775510204, + "FN": 78, + "FP": 0, + "IoU": 0.5806451612903226, + "TN": 350278, + "TP": 108, + "n_pred": 108, + "n_ref": 186 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.09877750611246944, + "FN": 1828, + "FP": 15, + "IoU": 0.051954732510288065, + "TN": 348520, + "TP": 101, + "n_pred": 116, + "n_ref": 1929 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 254, + "IoU": 0.0, + "TN": 350210, + "TP": 0, + "n_pred": 254, + "n_ref": 0 + }, + "4": { + "Dice": 0.7683701781079387, + "FN": 4762, + "FP": 414, + "IoU": 0.6238645447278541, + "TN": 336703, + "TP": 8585, + "n_pred": 8999, + "n_ref": 13347 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9826990638786799, + "FN": 1897, + "FP": 2801, + "IoU": 0.9659865915639797, + "TN": 212342, + "TP": 133424, + "n_pred": 136225, + "n_ref": 135321 + }, + "7": { + "Dice": 0.023094688221709007, + "FN": 423, + "FP": 0, + "IoU": 0.011682242990654205, + "TN": 350036, + "TP": 5, + "n_pred": 5, + "n_ref": 428 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 4, + "FP": 0, + "IoU": 0.0, + "TN": 175228, + "TP": 0, + "n_pred": 0, + "n_ref": 4 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 350456, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5674740484429066, + "FN": 125, + "FP": 0, + "IoU": 0.3961352657004831, + "TN": 350257, + "TP": 82, + "n_pred": 82, + "n_ref": 207 + }, + "6": { + "Dice": 0.9148418491484185, + "FN": 1878, + "FP": 15202, + "IoU": 0.8430493273542601, + "TN": 241640, + "TP": 91744, + "n_pred": 106946, + "n_ref": 93622 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.7185385656292287, + "FN": 832, + "FP": 0, + "IoU": 0.5607180570221753, + "TN": 348570, + "TP": 1062, + "n_pred": 1062, + "n_ref": 1894 + }, + "9": { + "Dice": 0.566495818721338, + "FN": 16013, + "FP": 57, + "IoU": 0.3951825366955213, + "TN": 323894, + "TP": 10500, + "n_pred": 10557, + "n_ref": 26513 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 474, + "IoU": 0.0, + "TN": 174758, + "TP": 0, + "n_pred": 474, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 3390, + "IoU": 0.0, + "TN": 171842, + "TP": 0, + "n_pred": 3390, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 350459, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "10": { + "Dice": 0.6245913906502304, + "FN": 3044, + "FP": 16020, + "IoU": 0.4541133350513988, + "TN": 315541, + "TP": 15859, + "n_pred": 31879, + "n_ref": 18903 + }, + "11": { + "Dice": 0.0, + "FN": 860, + "FP": 0, + "IoU": 0.0, + "TN": 349604, + "TP": 0, + "n_pred": 0, + "n_ref": 860 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.03741896184136101, + "FN": 20261, + "FP": 1862, + "IoU": 0.01906619961867601, + "TN": 327911, + "TP": 430, + "n_pred": 2292, + "n_ref": 20691 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.90022031693786, + "FN": 5029, + "FP": 2489, + "IoU": 0.8185460513612667, + "TN": 309032, + "TP": 33914, + "n_pred": 36403, + "n_ref": 38943 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4367, + "IoU": 0.0, + "TN": 346097, + "TP": 0, + "n_pred": 4367, + "n_ref": 0 + }, + "4": { + "Dice": 0.21461449942462602, + "FN": 2730, + "FP": 0, + "IoU": 0.12020625201417982, + "TN": 347361, + "TP": 373, + "n_pred": 373, + "n_ref": 3103 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8774507877882991, + "FN": 615, + "FP": 5623, + "IoU": 0.7816590829541477, + "TN": 321894, + "TP": 22332, + "n_pred": 27955, + "n_ref": 22947 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2024, + "IoU": 0.0, + "TN": 348440, + "TP": 0, + "n_pred": 2024, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.5093872498452651, + "FN": 3695, + "FP": 1061, + "IoU": 0.34173010380622837, + "TN": 343239, + "TP": 2469, + "n_pred": 3530, + "n_ref": 6164 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 378, + "IoU": 0.0, + "TN": 174854, + "TP": 0, + "n_pred": 378, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 4150, + "FP": 0, + "IoU": 0.0, + "TN": 171082, + "TP": 0, + "n_pred": 0, + "n_ref": 4150 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9681856725605351, + "FN": 689, + "FP": 324, + "IoU": 0.9383332318743532, + "TN": 158805, + "TP": 15414, + "n_pred": 15738, + "n_ref": 16103 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 619, + "IoU": 0.0, + "TN": 174613, + "TP": 0, + "n_pred": 619, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9336195296982124, + "FN": 2921, + "FP": 5367, + "IoU": 0.8755032145646818, + "TN": 108660, + "TP": 58284, + "n_pred": 63651, + "n_ref": 61205 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 136, + "IoU": 0.0, + "TN": 175096, + "TP": 0, + "n_pred": 136, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6296391531670523, + "FN": 8637, + "FP": 5, + "IoU": 0.45946960220165123, + "TN": 159244, + "TP": 7346, + "n_pred": 7351, + "n_ref": 15983 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 4405, + "FP": 0, + "IoU": 0.0, + "TN": 170827, + "TP": 0, + "n_pred": 0, + "n_ref": 4405 + }, + "10": { + "Dice": 0.19838132881611142, + "FN": 6093, + "FP": 2425, + "IoU": 0.11011282908483076, + "TN": 165660, + "TP": 1054, + "n_pred": 3479, + "n_ref": 7147 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3553, + "FP": 0, + "IoU": 0.0, + "TN": 171679, + "TP": 0, + "n_pred": 0, + "n_ref": 3553 + }, + "13": { + "Dice": 0.03111985192040722, + "FN": 14, + "FP": 16736, + "IoU": 0.01580586403431459, + "TN": 158213, + "TP": 269, + "n_pred": 17005, + "n_ref": 283 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 6486, + "IoU": 0.0, + "TN": 168746, + "TP": 0, + "n_pred": 6486, + "n_ref": 0 + }, + "3": { + "Dice": 0.7459728145807125, + "FN": 5432, + "FP": 2847, + "IoU": 0.5948617567898213, + "TN": 154797, + "TP": 12156, + "n_pred": 15003, + "n_ref": 17588 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 106, + "IoU": 0.0, + "TN": 175126, + "TP": 0, + "n_pred": 106, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 3825, + "IoU": 0.0, + "TN": 171407, + "TP": 0, + "n_pred": 3825, + "n_ref": 0 + }, + "7": { + "Dice": 0.01787487586891758, + "FN": 3231, + "FP": 725, + "IoU": 0.009018036072144289, + "TN": 171240, + "TP": 36, + "n_pred": 761, + "n_ref": 3267 + }, + "8": { + "Dice": 0.884515876127009, + "FN": 1139, + "FP": 334, + "IoU": 0.7929434917064943, + "TN": 168118, + "TP": 5641, + "n_pred": 5975, + "n_ref": 6780 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 516, + "IoU": 0.0, + "TN": 174716, + "TP": 0, + "n_pred": 516, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6154987022617724, + "FN": 649, + "FP": 2462, + "IoU": 0.44456347080878417, + "TN": 169631, + "TP": 2490, + "n_pred": 4952, + "n_ref": 3139 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 8606, + "FP": 66, + "IoU": 0.0, + "TN": 166560, + "TP": 0, + "n_pred": 66, + "n_ref": 8606 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 28239, + "IoU": 0.0, + "TN": 146993, + "TP": 0, + "n_pred": 28239, + "n_ref": 0 + }, + "7": { + "Dice": 0.015537041206935375, + "FN": 675, + "FP": 8069, + "IoU": 0.007829343015999092, + "TN": 166419, + "TP": 69, + "n_pred": 8138, + "n_ref": 744 + }, + "8": { + "Dice": 0.9253005715787399, + "FN": 5, + "FP": 1132, + "IoU": 0.8609854505440763, + "TN": 167053, + "TP": 7042, + "n_pred": 8174, + "n_ref": 7047 + }, + "9": { + "Dice": 0.47339449541284406, + "FN": 124, + "FP": 163, + "IoU": 0.31009615384615385, + "TN": 174816, + "TP": 129, + "n_pred": 292, + "n_ref": 253 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9199021537216531, + "FN": 4237, + "FP": 118, + "IoU": 0.8516840922249089, + "TN": 321101, + "TP": 25008, + "n_pred": 25126, + "n_ref": 29245 + }, + "10": { + "Dice": 0.6754376657824934, + "FN": 1344, + "FP": 1715, + "IoU": 0.5099327138737584, + "TN": 344222, + "TP": 3183, + "n_pred": 4898, + "n_ref": 4527 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3776, + "FP": 0, + "IoU": 0.0, + "TN": 346688, + "TP": 0, + "n_pred": 0, + "n_ref": 3776 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 16666, + "IoU": 0.0, + "TN": 333798, + "TP": 0, + "n_pred": 16666, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 16842, + "FP": 0, + "IoU": 0.0, + "TN": 333622, + "TP": 0, + "n_pred": 0, + "n_ref": 16842 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.47023494082317613, + "FN": 2926, + "FP": 73, + "IoU": 0.3073903002309469, + "TN": 346134, + "TP": 1331, + "n_pred": 1404, + "n_ref": 4257 + }, + "6": { + "Dice": 0.5531823085221144, + "FN": 13861, + "FP": 21346, + "IoU": 0.38234416940053684, + "TN": 293463, + "TP": 21794, + "n_pred": 43140, + "n_ref": 35655 + }, + "7": { + "Dice": 0.07975460122699386, + "FN": 533, + "FP": 67, + "IoU": 0.04153354632587859, + "TN": 349838, + "TP": 26, + "n_pred": 93, + "n_ref": 559 + }, + "8": { + "Dice": 0.9541947135117387, + "FN": 60, + "FP": 777, + "IoU": 0.9124018838304553, + "TN": 340909, + "TP": 8718, + "n_pred": 9495, + "n_ref": 8778 + }, + "9": { + "Dice": 0.7040646696437303, + "FN": 4821, + "FP": 4258, + "IoU": 0.5432868856582324, + "TN": 330585, + "TP": 10800, + "n_pred": 15058, + "n_ref": 15621 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7168220768634312, + "FN": 11232, + "FP": 3011, + "IoU": 0.558630306786489, + "TN": 318194, + "TP": 18027, + "n_pred": 21038, + "n_ref": 29259 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.29789299932032237, + "FN": 13583, + "FP": 8110, + "IoU": 0.17501426126640046, + "TN": 324169, + "TP": 4602, + "n_pred": 12712, + "n_ref": 18185 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6669865301915627, + "FN": 18677, + "FP": 63, + "IoU": 0.5003599328125417, + "TN": 312957, + "TP": 18767, + "n_pred": 18830, + "n_ref": 37444 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2360, + "IoU": 0.0, + "TN": 348104, + "TP": 0, + "n_pred": 2360, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6387649858225414, + "FN": 7076, + "FP": 14709, + "IoU": 0.46925400769867953, + "TN": 309418, + "TP": 19261, + "n_pred": 33970, + "n_ref": 26337 + }, + "7": { + "Dice": 0.3284446520317609, + "FN": 3730, + "FP": 3459, + "IoU": 0.19649044372415334, + "TN": 341517, + "TP": 1758, + "n_pred": 5217, + "n_ref": 5488 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1529, + "IoU": 0.0, + "TN": 348935, + "TP": 0, + "n_pred": 1529, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1532, + "IoU": 0.0, + "TN": 348932, + "TP": 0, + "n_pred": 1532, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 581, + "IoU": 0.0, + "TN": 349883, + "TP": 0, + "n_pred": 581, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 823, + "IoU": 0.0, + "TN": 174409, + "TP": 0, + "n_pred": 823, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6525806096621547, + "FN": 15650, + "FP": 135, + "IoU": 0.4843188500490036, + "TN": 144622, + "TP": 14825, + "n_pred": 14960, + "n_ref": 30475 + }, + "15": { + "Dice": 0.7857436150119077, + "FN": 336, + "FP": 2273, + "IoU": 0.6470986067902069, + "TN": 167839, + "TP": 4784, + "n_pred": 7057, + "n_ref": 5120 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 12011, + "IoU": 0.0, + "TN": 513685, + "TP": 0, + "n_pred": 12011, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7054199956812783, + "FN": 1639, + "FP": 5182, + "IoU": 0.5449025887376568, + "TN": 510708, + "TP": 8167, + "n_pred": 13349, + "n_ref": 9806 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 525690, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 268, + "IoU": 0.0, + "TN": 525428, + "TP": 0, + "n_pred": 268, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.11506849315068493, + "FN": 15, + "FP": 2246, + "IoU": 0.061046511627906974, + "TN": 523288, + "TP": 147, + "n_pred": 2393, + "n_ref": 162 + }, + "8": { + "Dice": 0.8354125958214339, + "FN": 993, + "FP": 102, + "IoU": 0.7173464119772844, + "TN": 521822, + "TP": 2779, + "n_pred": 2881, + "n_ref": 3772 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 335, + "IoU": 0.0, + "TN": 525361, + "TP": 0, + "n_pred": 335, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8475250239956122, + "FN": 5894, + "FP": 778, + "IoU": 0.7353955978584176, + "TN": 150017, + "TP": 18543, + "n_pred": 19321, + "n_ref": 24437 + }, + "10": { + "Dice": 0.0, + "FN": 614, + "FP": 0, + "IoU": 0.0, + "TN": 174618, + "TP": 0, + "n_pred": 0, + "n_ref": 614 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1290, + "FP": 0, + "IoU": 0.0, + "TN": 173942, + "TP": 0, + "n_pred": 0, + "n_ref": 1290 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1297, + "IoU": 0.0, + "TN": 173935, + "TP": 0, + "n_pred": 1297, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4693, + "IoU": 0.0, + "TN": 170539, + "TP": 0, + "n_pred": 4693, + "n_ref": 0 + }, + "3": { + "Dice": 0.9112652225680447, + "FN": 5886, + "FP": 2610, + "IoU": 0.8369946854434873, + "TN": 123111, + "TP": 43625, + "n_pred": 46235, + "n_ref": 49511 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1297, + "IoU": 0.0, + "TN": 173935, + "TP": 0, + "n_pred": 1297, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 7244, + "IoU": 0.0, + "TN": 167988, + "TP": 0, + "n_pred": 7244, + "n_ref": 0 + }, + "7": { + "Dice": 0.7645271091660588, + "FN": 4563, + "FP": 3185, + "IoU": 0.6188133425169733, + "TN": 154906, + "TP": 12578, + "n_pred": 15763, + "n_ref": 17141 + }, + "8": { + "Dice": 0.0, + "FN": 17873, + "FP": 0, + "IoU": 0.0, + "TN": 157359, + "TP": 0, + "n_pred": 0, + "n_ref": 17873 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 6380, + "IoU": 0.0, + "TN": 168852, + "TP": 0, + "n_pred": 6380, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 195, + "IoU": 0.0, + "TN": 175037, + "TP": 0, + "n_pred": 195, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0402.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1763, + "IoU": 0.0, + "TN": 348701, + "TP": 0, + "n_pred": 1763, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 1657, + "FP": 0, + "IoU": 0.0, + "TN": 348807, + "TP": 0, + "n_pred": 0, + "n_ref": 1657 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 32, + "IoU": 0.0, + "TN": 350432, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 350452, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 68, + "FP": 0, + "IoU": 0.0, + "TN": 350396, + "TP": 0, + "n_pred": 0, + "n_ref": 68 + }, + "5": { + "Dice": 0.0, + "FN": 27, + "FP": 0, + "IoU": 0.0, + "TN": 350437, + "TP": 0, + "n_pred": 0, + "n_ref": 27 + }, + "6": { + "Dice": 0.8433979657203569, + "FN": 13911, + "FP": 16158, + "IoU": 0.7292032529111393, + "TN": 239425, + "TP": 80970, + "n_pred": 97128, + "n_ref": 94881 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1128, + "IoU": 0.0, + "TN": 349336, + "TP": 0, + "n_pred": 1128, + "n_ref": 0 + }, + "8": { + "Dice": 0.4883720930232558, + "FN": 282, + "FP": 26, + "IoU": 0.3230769230769231, + "TN": 350009, + "TP": 147, + "n_pred": 173, + "n_ref": 429 + }, + "9": { + "Dice": 0.658386513872687, + "FN": 13563, + "FP": 1372, + "IoU": 0.4907423193644082, + "TN": 321137, + "TP": 14392, + "n_pred": 15764, + "n_ref": 27955 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": NaN, + "FN": 834.9866666666668, + "FP": 646.6488888888889, + "IoU": NaN, + "TN": 247815.21111111113, + "TP": 1869.02, + "n_pred": 2515.668888888889, + "n_ref": 2704.0066666666667 + }, + "mean": { + "1": { + "Dice": 0.18892131260239503, + "FN": 348.8333333333333, + "FP": 1622.3, + "IoU": 0.17750412048693232, + "TN": 246065.93333333332, + "TP": 3128.8, + "n_pred": 4751.1, + "n_ref": 3477.633333333333 + }, + "10": { + "Dice": 0.43317429387870177, + "FN": 924.9, + "FP": 1257.8666666666666, + "IoU": 0.34000231463275277, + "TN": 246890.33333333334, + "TP": 2092.766666666667, + "n_pred": 3350.633333333333, + "n_ref": 3017.6666666666665 + }, + "11": { + "Dice": 0.0, + "FN": 95.0, + "FP": 0.0, + "IoU": 0.0, + "TN": 251070.86666666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 95.0 + }, + "12": { + "Dice": 0.0, + "FN": 347.5, + "FP": 0.0, + "IoU": 0.0, + "TN": 250818.36666666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 347.5 + }, + "13": { + "Dice": 0.24083253203723673, + "FN": 1791.2666666666667, + "FP": 911.2, + "IoU": 0.1692893974671086, + "TN": 247111.2, + "TP": 1352.2, + "n_pred": 2263.4, + "n_ref": 3143.4666666666667 + }, + "14": { + "Dice": 0.536688762139664, + "FN": 393.23333333333335, + "FP": 7.5, + "IoU": 0.3667632341322096, + "TN": 250533.03333333333, + "TP": 232.1, + "n_pred": 239.6, + "n_ref": 625.3333333333334 + }, + "15": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 251165.86666666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.2730594364858597, + "FN": 1443.4333333333334, + "FP": 13.166666666666666, + "IoU": 0.23941282295525923, + "TN": 249597.86666666667, + "TP": 111.4, + "n_pred": 124.56666666666666, + "n_ref": 1554.8333333333333 + }, + "3": { + "Dice": 0.29766573228785875, + "FN": 102.43333333333334, + "FP": 1401.3333333333333, + "IoU": 0.271227771607934, + "TN": 248170.26666666666, + "TP": 1491.8333333333333, + "n_pred": 2893.1666666666665, + "n_ref": 1594.2666666666667 + }, + "4": { + "Dice": 0.1604875374842808, + "FN": 467.3666666666667, + "FP": 184.13333333333333, + "IoU": 0.13401184706515884, + "TN": 250099.6, + "TP": 414.76666666666665, + "n_pred": 598.9, + "n_ref": 882.1333333333333 + }, + "5": { + "Dice": 0.2286591511776716, + "FN": 469.96666666666664, + "FP": 40.03333333333333, + "IoU": 0.15755958881470428, + "TN": 250403.46666666667, + "TP": 252.4, + "n_pred": 292.43333333333334, + "n_ref": 722.3666666666667 + }, + "6": { + "Dice": 0.4605348038733011, + "FN": 2875.8333333333335, + "FP": 1316.0, + "IoU": 0.3815734150582362, + "TN": 235825.36666666667, + "TP": 11148.666666666666, + "n_pred": 12464.666666666666, + "n_ref": 14024.5 + }, + "7": { + "Dice": 0.38325473762969564, + "FN": 542.7333333333333, + "FP": 1356.7, + "IoU": 0.3243446403418005, + "TN": 245957.96666666667, + "TP": 3308.4666666666667, + "n_pred": 4665.166666666667, + "n_ref": 3851.2 + }, + "8": { + "Dice": 0.47198411042632715, + "FN": 1831.1666666666667, + "FP": 1116.0666666666666, + "IoU": 0.40918488162580385, + "TN": 245127.7, + "TP": 3090.9333333333334, + "n_pred": 4207.0, + "n_ref": 4922.1 + }, + "9": { + "Dice": 0.5166071411688421, + "FN": 891.1333333333333, + "FP": 473.43333333333334, + "IoU": 0.4094060283440394, + "TN": 248390.33333333334, + "TP": 1410.9666666666667, + "n_pred": 1884.4, + "n_ref": 2302.1 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 11949, + "IoU": 0.0, + "TN": 338515, + "TP": 0, + "n_pred": 11949, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 2033, + "FP": 0, + "IoU": 0.0, + "TN": 348431, + "TP": 0, + "n_pred": 0, + "n_ref": 2033 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 9748, + "IoU": 0.0, + "TN": 340716, + "TP": 0, + "n_pred": 9748, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9022324410267928, + "FN": 32111, + "FP": 971, + "IoU": 0.8218793073742247, + "TN": 164736, + "TP": 152646, + "n_pred": 153617, + "n_ref": 184757 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9669638385254934, + "FN": 1447, + "FP": 1851, + "IoU": 0.9360406485144674, + "TN": 123668, + "TP": 48266, + "n_pred": 50117, + "n_ref": 49713 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 262, + "IoU": 0.0, + "TN": 174970, + "TP": 0, + "n_pred": 262, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 156, + "IoU": 0.0, + "TN": 175076, + "TP": 0, + "n_pred": 156, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 461, + "IoU": 0.0, + "TN": 174771, + "TP": 0, + "n_pred": 461, + "n_ref": 0 + }, + "7": { + "Dice": 0.932560706401766, + "FN": 2915, + "FP": 751, + "IoU": 0.8736428497570055, + "TN": 146219, + "TP": 25347, + "n_pred": 26098, + "n_ref": 28262 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 147, + "IoU": 0.0, + "TN": 175085, + "TP": 0, + "n_pred": 147, + "n_ref": 0 + }, + "10": { + "Dice": 0.5842063346198616, + "FN": 762, + "FP": 6025, + "IoU": 0.4126352228472523, + "TN": 163677, + "TP": 4768, + "n_pred": 10793, + "n_ref": 5530 + }, + "11": { + "Dice": 0.0, + "FN": 380, + "FP": 0, + "IoU": 0.0, + "TN": 174852, + "TP": 0, + "n_pred": 0, + "n_ref": 380 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5863922367141783, + "FN": 16992, + "FP": 5555, + "IoU": 0.4148196210744874, + "TN": 136702, + "TP": 15983, + "n_pred": 21538, + "n_ref": 32975 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.1310916179337232, + "FN": 3413, + "FP": 153, + "IoU": 0.07014341590612777, + "TN": 171397, + "TP": 269, + "n_pred": 422, + "n_ref": 3682 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2809, + "IoU": 0.0, + "TN": 172423, + "TP": 0, + "n_pred": 2809, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 498, + "FP": 1, + "IoU": 0.0, + "TN": 174733, + "TP": 0, + "n_pred": 1, + "n_ref": 498 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7235434532755725, + "FN": 3026, + "FP": 101, + "IoU": 0.5668375121207924, + "TN": 168013, + "TP": 4092, + "n_pred": 4193, + "n_ref": 7118 + }, + "7": { + "Dice": 0.5498237283257789, + "FN": 2524, + "FP": 3733, + "IoU": 0.37914268704107956, + "TN": 165154, + "TP": 3821, + "n_pred": 7554, + "n_ref": 6345 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1913, + "IoU": 0.0, + "TN": 173319, + "TP": 0, + "n_pred": 1913, + "n_ref": 0 + }, + "9": { + "Dice": 0.7233333333333334, + "FN": 1941, + "FP": 549, + "IoU": 0.566579634464752, + "TN": 169487, + "TP": 3255, + "n_pred": 3804, + "n_ref": 5196 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 15, + "FP": 7813, + "IoU": 0.0, + "TN": 342636, + "TP": 0, + "n_pred": 7813, + "n_ref": 15 + }, + "10": { + "Dice": 0.0, + "FN": 150, + "FP": 0, + "IoU": 0.0, + "TN": 350314, + "TP": 0, + "n_pred": 0, + "n_ref": 150 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2705, + "FP": 0, + "IoU": 0.0, + "TN": 347759, + "TP": 0, + "n_pred": 0, + "n_ref": 2705 + }, + "13": { + "Dice": 0.1900739176346357, + "FN": 4917, + "FP": 452, + "IoU": 0.10501750291715285, + "TN": 344465, + "TP": 630, + "n_pred": 1082, + "n_ref": 5547 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 36840, + "FP": 0, + "IoU": 0.0, + "TN": 313624, + "TP": 0, + "n_pred": 0, + "n_ref": 36840 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 20005, + "IoU": 0.0, + "TN": 330459, + "TP": 0, + "n_pred": 20005, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3181, + "IoU": 0.0, + "TN": 347283, + "TP": 0, + "n_pred": 3181, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.2974279302606594, + "FN": 25, + "FP": 8115, + "IoU": 0.17469329818513638, + "TN": 340601, + "TP": 1723, + "n_pred": 9838, + "n_ref": 1748 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 826, + "IoU": 0.0, + "TN": 349638, + "TP": 0, + "n_pred": 826, + "n_ref": 0 + }, + "8": { + "Dice": 0.2564102564102564, + "FN": 8, + "FP": 340, + "IoU": 0.14705882352941177, + "TN": 350056, + "TP": 60, + "n_pred": 400, + "n_ref": 68 + }, + "9": { + "Dice": 0.8322936312200784, + "FN": 1014, + "FP": 1298, + "IoU": 0.7127593489874519, + "TN": 342415, + "TP": 5737, + "n_pred": 7035, + "n_ref": 6751 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.807035755478662, + "FN": 2589, + "FP": 757, + "IoU": 0.6764961809919753, + "TN": 515353, + "TP": 6997, + "n_pred": 7754, + "n_ref": 9586 + }, + "11": { + "Dice": 0.0, + "FN": 2470, + "FP": 0, + "IoU": 0.0, + "TN": 523226, + "TP": 0, + "n_pred": 0, + "n_ref": 2470 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6510706010440803, + "FN": 2337, + "FP": 10162, + "IoU": 0.4826572847682119, + "TN": 501536, + "TP": 11661, + "n_pred": 21823, + "n_ref": 13998 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8666666666666667, + "FN": 730, + "FP": 126, + "IoU": 0.7647058823529411, + "TN": 522058, + "TP": 2782, + "n_pred": 2908, + "n_ref": 3512 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 206, + "IoU": 0.0, + "TN": 525490, + "TP": 0, + "n_pred": 206, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 43, + "IoU": 0.0, + "TN": 525653, + "TP": 0, + "n_pred": 43, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 525666, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "6": { + "Dice": 0.8935578489951114, + "FN": 2451, + "FP": 2448, + "IoU": 0.8075956327075642, + "TN": 500234, + "TP": 20563, + "n_pred": 23011, + "n_ref": 23014 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.6762267636531578, + "FN": 1224, + "FP": 12797, + "IoU": 0.5108327809370966, + "TN": 497033, + "TP": 14642, + "n_pred": 27439, + "n_ref": 15866 + }, + "9": { + "Dice": 0.5580326361755918, + "FN": 13376, + "FP": 9700, + "IoU": 0.3869939432578897, + "TN": 488052, + "TP": 14568, + "n_pred": 24268, + "n_ref": 27944 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 8040, + "IoU": 0.0, + "TN": 167192, + "TP": 0, + "n_pred": 8040, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.802437687421404, + "FN": 3828, + "FP": 2299, + "IoU": 0.6700592353257943, + "TN": 156662, + "TP": 12443, + "n_pred": 14742, + "n_ref": 16271 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8866308494899946, + "FN": 12901, + "FP": 1659, + "IoU": 0.7963493950625918, + "TN": 103737, + "TP": 56935, + "n_pred": 58594, + "n_ref": 69836 + }, + "7": { + "Dice": 0.20333068992862807, + "FN": 84, + "FP": 4939, + "IoU": 0.11317090395480225, + "TN": 169568, + "TP": 641, + "n_pred": 5580, + "n_ref": 725 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2464, + "IoU": 0.0, + "TN": 348000, + "TP": 0, + "n_pred": 2464, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 9695, + "FP": 0, + "IoU": 0.0, + "TN": 340769, + "TP": 0, + "n_pred": 0, + "n_ref": 9695 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8496643213302779, + "FN": 11393, + "FP": 1662, + "IoU": 0.7386229403167357, + "TN": 300517, + "TP": 36892, + "n_pred": 38554, + "n_ref": 48285 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 19116, + "IoU": 0.0, + "TN": 331348, + "TP": 0, + "n_pred": 19116, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.1420820189274448, + "FN": 6797, + "FP": 2, + "IoU": 0.07647378429774518, + "TN": 167870, + "TP": 563, + "n_pred": 565, + "n_ref": 7360 + }, + "10": { + "Dice": 0.23240115718418514, + "FN": 6368, + "FP": 0, + "IoU": 0.1314784506273868, + "TN": 167900, + "TP": 964, + "n_pred": 964, + "n_ref": 7332 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3584, + "FP": 0, + "IoU": 0.0, + "TN": 171648, + "TP": 0, + "n_pred": 0, + "n_ref": 3584 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.7964300202839757, + "FN": 1549, + "FP": 3469, + "IoU": 0.6617230686261292, + "TN": 160398, + "TP": 9816, + "n_pred": 13285, + "n_ref": 11365 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 860, + "FP": 0, + "IoU": 0.0, + "TN": 174372, + "TP": 0, + "n_pred": 0, + "n_ref": 860 + }, + "6": { + "Dice": 0.09393346379647749, + "FN": 484, + "FP": 11091, + "IoU": 0.049281314168377825, + "TN": 163057, + "TP": 600, + "n_pred": 11691, + "n_ref": 1084 + }, + "7": { + "Dice": 0.9267787008512067, + "FN": 3170, + "FP": 1845, + "IoU": 0.8635485538595489, + "TN": 138479, + "TP": 31738, + "n_pred": 33583, + "n_ref": 34908 + }, + "8": { + "Dice": 0.8365711270160625, + "FN": 383, + "FP": 4572, + "IoU": 0.7190565288881329, + "TN": 157595, + "TP": 12682, + "n_pred": 17254, + "n_ref": 13065 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 175217, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7049739348567396, + "FN": 4256, + "FP": 10798, + "IoU": 0.5443704600484262, + "TN": 317424, + "TP": 17986, + "n_pred": 28784, + "n_ref": 22242 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3047173083593479, + "FN": 24054, + "FP": 0, + "IoU": 0.1797442455242967, + "TN": 321139, + "TP": 5271, + "n_pred": 5271, + "n_ref": 29325 + }, + "14": { + "Dice": 0.536688762139664, + "FN": 11797, + "FP": 225, + "IoU": 0.3667632341322096, + "TN": 331479, + "TP": 6963, + "n_pred": 7188, + "n_ref": 18760 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 43, + "IoU": 0.0, + "TN": 350421, + "TP": 0, + "n_pred": 43, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 98, + "IoU": 0.0, + "TN": 350366, + "TP": 0, + "n_pred": 98, + "n_ref": 0 + }, + "8": { + "Dice": 0.1124859392575928, + "FN": 73, + "FP": 2294, + "IoU": 0.05959475566150179, + "TN": 347947, + "TP": 150, + "n_pred": 2444, + "n_ref": 223 + }, + "9": { + "Dice": 0.4857369255150555, + "FN": 5189, + "FP": 3, + "IoU": 0.3207744636316065, + "TN": 342820, + "TP": 2452, + "n_pred": 2455, + "n_ref": 7641 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5651302605210421, + "FN": 214, + "FP": 3, + "IoU": 0.39385474860335196, + "TN": 174874, + "TP": 141, + "n_pred": 144, + "n_ref": 355 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2667, + "IoU": 0.0, + "TN": 347797, + "TP": 0, + "n_pred": 2667, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 15577, + "IoU": 0.0, + "TN": 334887, + "TP": 0, + "n_pred": 15577, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 95, + "IoU": 0.0, + "TN": 350369, + "TP": 0, + "n_pred": 95, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4082, + "IoU": 0.0, + "TN": 346382, + "TP": 0, + "n_pred": 4082, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 4001, + "IoU": 0.0, + "TN": 346463, + "TP": 0, + "n_pred": 4001, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 230, + "IoU": 0.0, + "TN": 350234, + "TP": 0, + "n_pred": 230, + "n_ref": 0 + }, + "8": { + "Dice": 0.02958928819203552, + "FN": 48492, + "FP": 7458, + "IoU": 0.015016812492297941, + "TN": 293661, + "TP": 853, + "n_pred": 8311, + "n_ref": 49345 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 288, + "IoU": 0.0, + "TN": 350176, + "TP": 0, + "n_pred": 288, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2582, + "IoU": 0.0, + "TN": 172650, + "TP": 0, + "n_pred": 2582, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 175229, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9136577708006279, + "FN": 34, + "FP": 21, + "IoU": 0.8410404624277457, + "TN": 174886, + "TP": 291, + "n_pred": 312, + "n_ref": 325 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9439825475699916, + "FN": 2855, + "FP": 1767, + "IoU": 0.8939080934673829, + "TN": 131666, + "TP": 38944, + "n_pred": 40711, + "n_ref": 41799 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 147, + "IoU": 0.0, + "TN": 175085, + "TP": 0, + "n_pred": 147, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8432211370301612, + "FN": 5800, + "FP": 27, + "IoU": 0.7289389217100061, + "TN": 153735, + "TP": 15670, + "n_pred": 15697, + "n_ref": 21470 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 701, + "IoU": 0.0, + "TN": 174531, + "TP": 0, + "n_pred": 701, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 10487, + "IoU": 0.0, + "TN": 339977, + "TP": 0, + "n_pred": 10487, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4049024870280909, + "FN": 13030, + "FP": 274, + "IoU": 0.2538418395961862, + "TN": 332634, + "TP": 4526, + "n_pred": 4800, + "n_ref": 17556 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 350454, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8211777417612102, + "FN": 4755, + "FP": 1865, + "IoU": 0.696608615948671, + "TN": 153412, + "TP": 15200, + "n_pred": 17065, + "n_ref": 19955 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 4130, + "FP": 0, + "IoU": 0.0, + "TN": 171102, + "TP": 0, + "n_pred": 0, + "n_ref": 4130 + }, + "13": { + "Dice": 0.0, + "FN": 1515, + "FP": 15, + "IoU": 0.0, + "TN": 173702, + "TP": 0, + "n_pred": 15, + "n_ref": 1515 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9225981055480379, + "FN": 422, + "FP": 150, + "IoU": 0.8563175081637779, + "TN": 171251, + "TP": 3409, + "n_pred": 3559, + "n_ref": 3831 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 175226, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "7": { + "Dice": 0.9353644998149747, + "FN": 1809, + "FP": 287, + "IoU": 0.8785772216429151, + "TN": 157970, + "TP": 15166, + "n_pred": 15453, + "n_ref": 16975 + }, + "8": { + "Dice": 0.9277404205358096, + "FN": 697, + "FP": 657, + "IoU": 0.8652199880549473, + "TN": 165186, + "TP": 8692, + "n_pred": 9349, + "n_ref": 9389 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9690885811734073, + "FN": 2206, + "FP": 667, + "IoU": 0.9400308925440427, + "TN": 477788, + "TP": 45035, + "n_pred": 45702, + "n_ref": 47241 + }, + "10": { + "Dice": 0.7487737210076573, + "FN": 8867, + "FP": 2452, + "IoU": 0.5984319012310639, + "TN": 497509, + "TP": 16868, + "n_pred": 19320, + "n_ref": 25735 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 525690, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "13": { + "Dice": 0.6760712566201251, + "FN": 3923, + "FP": 2805, + "IoU": 0.5106553203869373, + "TN": 511947, + "TP": 7021, + "n_pred": 9826, + "n_ref": 10944 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 253, + "FP": 0, + "IoU": 0.0, + "TN": 525443, + "TP": 0, + "n_pred": 0, + "n_ref": 253 + }, + "3": { + "Dice": 0.9599634647587152, + "FN": 1102, + "FP": 1528, + "IoU": 0.9230093676814989, + "TN": 491536, + "TP": 31530, + "n_pred": 33058, + "n_ref": 32632 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 63, + "IoU": 0.0, + "TN": 525633, + "TP": 0, + "n_pred": 63, + "n_ref": 0 + }, + "7": { + "Dice": 0.6992190581367832, + "FN": 868, + "FP": 6758, + "IoU": 0.5375379017586416, + "TN": 509206, + "TP": 8864, + "n_pred": 15622, + "n_ref": 9732 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 395, + "IoU": 0.0, + "TN": 525301, + "TP": 0, + "n_pred": 395, + "n_ref": 0 + }, + "9": { + "Dice": 0.9105715692587402, + "FN": 907, + "FP": 1454, + "IoU": 0.8358250469369307, + "TN": 511315, + "TP": 12020, + "n_pred": 13474, + "n_ref": 12927 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 3267, + "IoU": 0.0, + "TN": 347197, + "TP": 0, + "n_pred": 3267, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6411538061022597, + "FN": 6076, + "FP": 816, + "IoU": 0.47183692236953023, + "TN": 337415, + "TP": 6157, + "n_pred": 6973, + "n_ref": 12233 + }, + "6": { + "Dice": 0.3937713813849239, + "FN": 1844, + "FP": 3295, + "IoU": 0.2451527614571093, + "TN": 343656, + "TP": 1669, + "n_pred": 4964, + "n_ref": 3513 + }, + "7": { + "Dice": 0.6592638289121941, + "FN": 1083, + "FP": 574, + "IoU": 0.49171779141104294, + "TN": 347204, + "TP": 1603, + "n_pred": 2177, + "n_ref": 2686 + }, + "8": { + "Dice": 0.9433381277475031, + "FN": 1639, + "FP": 1158, + "IoU": 0.8927530674846625, + "TN": 324384, + "TP": 23283, + "n_pred": 24441, + "n_ref": 24922 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 4921, + "IoU": 0.0, + "TN": 345543, + "TP": 0, + "n_pred": 4921, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.2734827986084267, + "FN": 7163, + "FP": 355, + "IoU": 0.1584014328892869, + "TN": 341531, + "TP": 1415, + "n_pred": 1770, + "n_ref": 8578 + }, + "6": { + "Dice": 0.031093544137022398, + "FN": 141, + "FP": 3536, + "IoU": 0.015792291220556746, + "TN": 346728, + "TP": 59, + "n_pred": 3595, + "n_ref": 200 + }, + "7": { + "Dice": 0.8424798520741025, + "FN": 3829, + "FP": 686, + "IoU": 0.7278316957019711, + "TN": 333875, + "TP": 12074, + "n_pred": 12760, + "n_ref": 15903 + }, + "8": { + "Dice": 0.9374791814508537, + "FN": 2419, + "FP": 1898, + "IoU": 0.8823160592099882, + "TN": 313781, + "TP": 32366, + "n_pred": 34264, + "n_ref": 34785 + }, + "9": { + "Dice": 0.6228890338479379, + "FN": 4307, + "FP": 896, + "IoU": 0.4523157894736842, + "TN": 340964, + "TP": 4297, + "n_pred": 5193, + "n_ref": 8604 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0398.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.31025616622692065, + "FN": 1216.1911111111112, + "FP": 853.0022222222223, + "IoU": 0.25696614379776833, + "TN": 218189.69777777776, + "TP": 1701.6422222222218, + "n_pred": 2554.644444444444, + "n_ref": 2917.833333333334 + }, + "mean": { + "1": { + "Dice": 0.3592572629861155, + "FN": 4562.866666666667, + "FP": 799.5333333333333, + "IoU": 0.3166660156997595, + "TN": 214609.36666666667, + "TP": 1988.7666666666667, + "n_pred": 2788.3, + "n_ref": 6551.633333333333 + }, + "10": { + "Dice": 0.4297404198418728, + "FN": 1660.8666666666666, + "FP": 779.3333333333334, + "IoU": 0.3117602089620233, + "TN": 218076.36666666667, + "TP": 1443.9666666666667, + "n_pred": 2223.3, + "n_ref": 3104.8333333333335 + }, + "11": { + "Dice": 0.0, + "FN": 129.33333333333334, + "FP": 0.0, + "IoU": 0.0, + "TN": 221831.2, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 129.33333333333334 + }, + "12": { + "Dice": 0.14576933915278917, + "FN": 102.76666666666667, + "FP": 143.1, + "IoU": 0.10360330684230543, + "TN": 221636.8, + "TP": 77.86666666666666, + "n_pred": 220.96666666666667, + "n_ref": 180.63333333333333 + }, + "13": { + "Dice": 0.1780769499600785, + "FN": 2108.733333333333, + "FP": 688.7333333333333, + "IoU": 0.13381869869640914, + "TN": 218433.73333333334, + "TP": 729.3333333333334, + "n_pred": 1418.0666666666666, + "n_ref": 2838.0666666666666 + }, + "14": { + "Dice": 0.5075713142046715, + "FN": 466.6333333333333, + "FP": 174.6, + "IoU": 0.41745935224253156, + "TN": 220065.93333333332, + "TP": 1253.3666666666666, + "n_pred": 1427.9666666666667, + "n_ref": 1720.0 + }, + "15": { + "Dice": 0.0, + "FN": 1145.5333333333333, + "FP": 389.73333333333335, + "IoU": 0.0, + "TN": 220425.26666666666, + "TP": 0.0, + "n_pred": 389.73333333333335, + "n_ref": 1145.5333333333333 + }, + "2": { + "Dice": 0.1601465520195501, + "FN": 51.0, + "FP": 1290.5666666666666, + "IoU": 0.14437391269129352, + "TN": 220137.76666666666, + "TP": 481.2, + "n_pred": 1771.7666666666667, + "n_ref": 532.2 + }, + "3": { + "Dice": 0.11856868815682248, + "FN": 1765.4333333333334, + "FP": 78.1, + "IoU": 0.10949995591605524, + "TN": 218567.0, + "TP": 1550.0, + "n_pred": 1628.1, + "n_ref": 3315.4333333333334 + }, + "4": { + "Dice": 0.15161109356740268, + "FN": 1467.6666666666667, + "FP": 264.03333333333336, + "IoU": 0.11312685245960094, + "TN": 219713.46666666667, + "TP": 515.3666666666667, + "n_pred": 779.4, + "n_ref": 1983.0333333333333 + }, + "5": { + "Dice": 0.34924718165998336, + "FN": 81.4, + "FP": 51.9, + "IoU": 0.268340890594117, + "TN": 221673.36666666667, + "TP": 153.86666666666667, + "n_pred": 205.76666666666668, + "n_ref": 235.26666666666668 + }, + "6": { + "Dice": 0.47631738066128704, + "FN": 1893.3, + "FP": 6092.133333333333, + "IoU": 0.4023424878509832, + "TN": 205118.83333333334, + "TP": 8856.266666666666, + "n_pred": 14948.4, + "n_ref": 10749.566666666668 + }, + "7": { + "Dice": 0.38016316411869194, + "FN": 2047.4333333333334, + "FP": 1254.6666666666667, + "IoU": 0.29566608635916447, + "TN": 215076.76666666666, + "TP": 3581.6666666666665, + "n_pred": 4836.333333333333, + "n_ref": 5629.1 + }, + "8": { + "Dice": 0.7786971586131027, + "FN": 209.83333333333334, + "FP": 290.3666666666667, + "IoU": 0.7200465859550839, + "TN": 218681.83333333334, + "TP": 2778.5, + "n_pred": 3068.866666666667, + "n_ref": 2988.3333333333335 + }, + "9": { + "Dice": 0.6186759884614422, + "FN": 550.0666666666667, + "FP": 498.23333333333335, + "IoU": 0.5177878026971984, + "TN": 218797.76666666666, + "TP": 2114.4666666666667, + "n_pred": 2612.7, + "n_ref": 2664.5333333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5, + "FN": 0, + "FP": 12, + "IoU": 0.3333333333333333, + "TN": 175214, + "TP": 6, + "n_pred": 18, + "n_ref": 6 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 175231, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 59, + "IoU": 0.0, + "TN": 175173, + "TP": 0, + "n_pred": 59, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 67, + "IoU": 0.0, + "TN": 175165, + "TP": 0, + "n_pred": 67, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 127101, + "FP": 22, + "IoU": 0.0, + "TN": 48109, + "TP": 0, + "n_pred": 22, + "n_ref": 127101 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 129460, + "IoU": 0.0, + "TN": 45772, + "TP": 0, + "n_pred": 129460, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 14328, + "IoU": 0.0, + "TN": 336136, + "TP": 0, + "n_pred": 14328, + "n_ref": 0 + }, + "10": { + "Dice": 0.4876488274203247, + "FN": 18852, + "FP": 2449, + "IoU": 0.32244417583815765, + "TN": 319026, + "TP": 10137, + "n_pred": 12586, + "n_ref": 28989 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.026254134509371554, + "FN": 21652, + "FP": 6610, + "IoU": 0.013301679293370108, + "TN": 321821, + "TP": 381, + "n_pred": 6991, + "n_ref": 22033 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 86, + "IoU": 0.0, + "TN": 350378, + "TP": 0, + "n_pred": 86, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 388, + "IoU": 0.0, + "TN": 350076, + "TP": 0, + "n_pred": 388, + "n_ref": 0 + }, + "4": { + "Dice": 0.2986133644839596, + "FN": 32169, + "FP": 254, + "IoU": 0.1755117609663064, + "TN": 311139, + "TP": 6902, + "n_pred": 7156, + "n_ref": 39071 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5972963526266567, + "FN": 16134, + "FP": 26495, + "IoU": 0.42581792222835824, + "TN": 276221, + "TP": 31614, + "n_pred": 58109, + "n_ref": 47748 + }, + "7": { + "Dice": 0.2860091287953959, + "FN": 12797, + "FP": 23181, + "IoU": 0.16686735828084476, + "TN": 307280, + "TP": 7206, + "n_pred": 30387, + "n_ref": 20003 + }, + "8": { + "Dice": 0.06246016571064372, + "FN": 1493, + "FP": 1449, + "IoU": 0.03223684210526316, + "TN": 347424, + "TP": 98, + "n_pred": 1547, + "n_ref": 1591 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1504, + "IoU": 0.0, + "TN": 348960, + "TP": 0, + "n_pred": 1504, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 1685, + "FP": 0, + "IoU": 0.0, + "TN": 348779, + "TP": 0, + "n_pred": 0, + "n_ref": 1685 + }, + "10": { + "Dice": 0.42747367422445687, + "FN": 11220, + "FP": 850, + "IoU": 0.2718388030888031, + "TN": 333888, + "TP": 4506, + "n_pred": 5356, + "n_ref": 15726 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 467, + "FP": 0, + "IoU": 0.0, + "TN": 349997, + "TP": 0, + "n_pred": 0, + "n_ref": 467 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 350442, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.16104368283163129, + "FN": 880, + "FP": 14811, + "IoU": 0.08757341396755249, + "TN": 333267, + "TP": 1506, + "n_pred": 16317, + "n_ref": 2386 + }, + "3": { + "Dice": 0.002192661891536325, + "FN": 27261, + "FP": 43, + "IoU": 0.0010975342064827687, + "TN": 323130, + "TP": 30, + "n_pred": 73, + "n_ref": 27291 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.04218600191754554, + "FN": 96, + "FP": 903, + "IoU": 0.021547502448579822, + "TN": 349443, + "TP": 22, + "n_pred": 925, + "n_ref": 118 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4157, + "IoU": 0.0, + "TN": 346307, + "TP": 0, + "n_pred": 4157, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8024701946993739, + "FN": 1460, + "FP": 843, + "IoU": 0.6701045695459104, + "TN": 168251, + "TP": 4678, + "n_pred": 5521, + "n_ref": 6138 + }, + "7": { + "Dice": 0.8203277702601113, + "FN": 4713, + "FP": 67, + "IoU": 0.6953861840428244, + "TN": 159540, + "TP": 10912, + "n_pred": 10979, + "n_ref": 15625 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9547306365030674, + "FN": 2926, + "FP": 852, + "IoU": 0.9133823967719009, + "TN": 131615, + "TP": 39839, + "n_pred": 40691, + "n_ref": 42765 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 43, + "IoU": 0.0, + "TN": 175189, + "TP": 0, + "n_pred": 43, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1781, + "IoU": 0.0, + "TN": 173451, + "TP": 0, + "n_pred": 1781, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 84, + "FP": 0, + "IoU": 0.0, + "TN": 175148, + "TP": 0, + "n_pred": 0, + "n_ref": 84 + }, + "15": { + "Dice": 0.0, + "FN": 153, + "FP": 0, + "IoU": 0.0, + "TN": 175079, + "TP": 0, + "n_pred": 0, + "n_ref": 153 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 406, + "FP": 0, + "IoU": 0.0, + "TN": 174826, + "TP": 0, + "n_pred": 0, + "n_ref": 406 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.24479467900520532, + "FN": 10232, + "FP": 214, + "IoU": 0.13946783095806903, + "TN": 163093, + "TP": 1693, + "n_pred": 1907, + "n_ref": 11925 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 113, + "IoU": 0.0, + "TN": 175119, + "TP": 0, + "n_pred": 113, + "n_ref": 0 + }, + "13": { + "Dice": 0.3537023723939612, + "FN": 15777, + "FP": 4001, + "IoU": 0.21484716157205241, + "TN": 150042, + "TP": 5412, + "n_pred": 9413, + "n_ref": 21189 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 175222, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 273, + "FP": 0, + "IoU": 0.0, + "TN": 174959, + "TP": 0, + "n_pred": 0, + "n_ref": 273 + }, + "8": { + "Dice": 0.8886204172668556, + "FN": 611, + "FP": 1786, + "IoU": 0.7995651810352036, + "TN": 163273, + "TP": 9562, + "n_pred": 11348, + "n_ref": 10173 + }, + "9": { + "Dice": 0.9076562748709552, + "FN": 581, + "FP": 3480, + "IoU": 0.8309255172988051, + "TN": 151213, + "TP": 19958, + "n_pred": 23438, + "n_ref": 20539 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8649390767118585, + "FN": 789, + "FP": 1572, + "IoU": 0.7620199576655579, + "TN": 165311, + "TP": 7560, + "n_pred": 9132, + "n_ref": 8349 + }, + "9": { + "Dice": 0.5077358176676093, + "FN": 2959, + "FP": 0, + "IoU": 0.3402452619843924, + "TN": 170747, + "TP": 1526, + "n_pred": 1526, + "n_ref": 4485 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7465618860510805, + "FN": 700, + "FP": 461, + "IoU": 0.5956112852664577, + "TN": 347593, + "TP": 1710, + "n_pred": 2171, + "n_ref": 2410 + }, + "11": { + "Dice": 0.0, + "FN": 3880, + "FP": 0, + "IoU": 0.0, + "TN": 346584, + "TP": 0, + "n_pred": 0, + "n_ref": 3880 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1063, + "IoU": 0.0, + "TN": 349401, + "TP": 0, + "n_pred": 1063, + "n_ref": 0 + }, + "13": { + "Dice": 0.8448846947065808, + "FN": 3613, + "FP": 1351, + "IoU": 0.7314288805929773, + "TN": 331981, + "TP": 13519, + "n_pred": 14870, + "n_ref": 17132 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9599821813052194, + "FN": 650, + "FP": 428, + "IoU": 0.923043974871502, + "TN": 336456, + "TP": 12930, + "n_pred": 13358, + "n_ref": 13580 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7626642904878592, + "FN": 3795, + "FP": 1532, + "IoU": 0.6163762062509002, + "TN": 336578, + "TP": 8559, + "n_pred": 10091, + "n_ref": 12354 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9306449005980281, + "FN": 1659, + "FP": 15505, + "IoU": 0.870286120221883, + "TN": 218142, + "TP": 115158, + "n_pred": 130663, + "n_ref": 116817 + }, + "7": { + "Dice": 0.0, + "FN": 1, + "FP": 5180, + "IoU": 0.0, + "TN": 345283, + "TP": 0, + "n_pred": 5180, + "n_ref": 1 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.5889179253222306, + "FN": 9246, + "FP": 35, + "IoU": 0.41735199949777135, + "TN": 334535, + "TP": 6648, + "n_pred": 6683, + "n_ref": 15894 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.528250689308066, + "FN": 2981, + "FP": 7798, + "IoU": 0.35892708457238015, + "TN": 158418, + "TP": 6035, + "n_pred": 13833, + "n_ref": 9016 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1455, + "IoU": 0.0, + "TN": 173777, + "TP": 0, + "n_pred": 1455, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 361, + "IoU": 0.0, + "TN": 174871, + "TP": 0, + "n_pred": 361, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 38, + "IoU": 0.0, + "TN": 175194, + "TP": 0, + "n_pred": 38, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1204, + "IoU": 0.0, + "TN": 174028, + "TP": 0, + "n_pred": 1204, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.18967334035827185, + "FN": 27090, + "FP": 2901, + "IoU": 0.10477299185098952, + "TN": 141731, + "TP": 3510, + "n_pred": 6411, + "n_ref": 30600 + }, + "7": { + "Dice": 0.8479411027403586, + "FN": 21411, + "FP": 1639, + "IoU": 0.7360223550699742, + "TN": 87914, + "TP": 64268, + "n_pred": 65907, + "n_ref": 85679 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 464, + "IoU": 0.0, + "TN": 350000, + "TP": 0, + "n_pred": 464, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8656042203023075, + "FN": 4834, + "FP": 3675, + "IoU": 0.7630531035058895, + "TN": 314553, + "TP": 27402, + "n_pred": 31077, + "n_ref": 32236 + }, + "15": { + "Dice": 0.0, + "FN": 16588, + "FP": 11692, + "IoU": 0.0, + "TN": 322184, + "TP": 0, + "n_pred": 11692, + "n_ref": 16588 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 718, + "IoU": 0.0, + "TN": 349746, + "TP": 0, + "n_pred": 718, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7877641824249165, + "FN": 1777, + "FP": 131, + "IoU": 0.6498440080748761, + "TN": 169783, + "TP": 3541, + "n_pred": 3672, + "n_ref": 5318 + }, + "10": { + "Dice": 0.667513538811259, + "FN": 4479, + "FP": 5467, + "IoU": 0.5009533366783743, + "TN": 155302, + "TP": 9984, + "n_pred": 15451, + "n_ref": 14463 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5188790065447223, + "FN": 1956, + "FP": 911, + "IoU": 0.35032857466576023, + "TN": 170819, + "TP": 1546, + "n_pred": 2457, + "n_ref": 3502 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 7534, + "IoU": 0.0, + "TN": 167698, + "TP": 0, + "n_pred": 7534, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 22911, + "IoU": 0.0, + "TN": 152321, + "TP": 0, + "n_pred": 22911, + "n_ref": 0 + }, + "3": { + "Dice": 0.10034880601019587, + "FN": 22956, + "FP": 515, + "IoU": 0.052824858757062144, + "TN": 150452, + "TP": 1309, + "n_pred": 1824, + "n_ref": 24265 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 489, + "IoU": 0.0, + "TN": 174743, + "TP": 0, + "n_pred": 489, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8802732020891925, + "FN": 440, + "FP": 156, + "IoU": 0.7861499820595622, + "TN": 172445, + "TP": 2191, + "n_pred": 2347, + "n_ref": 2631 + }, + "7": { + "Dice": 0.7551544776587078, + "FN": 3729, + "FP": 178, + "IoU": 0.6066250503423278, + "TN": 165300, + "TP": 6025, + "n_pred": 6203, + "n_ref": 9754 + }, + "8": { + "Dice": 0.9601315524531848, + "FN": 510, + "FP": 678, + "IoU": 0.9233202091267024, + "TN": 159739, + "TP": 14305, + "n_pred": 14983, + "n_ref": 14815 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5373134328358209, + "FN": 237, + "FP": 10830, + "IoU": 0.3673469387755102, + "TN": 332971, + "TP": 6426, + "n_pred": 17256, + "n_ref": 6663 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 63, + "IoU": 0.0, + "TN": 350401, + "TP": 0, + "n_pred": 63, + "n_ref": 0 + }, + "13": { + "Dice": 0.19977439807071454, + "FN": 19553, + "FP": 1020, + "IoU": 0.11097186811287325, + "TN": 327323, + "TP": 2568, + "n_pred": 3588, + "n_ref": 22121 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 8066, + "FP": 4086, + "IoU": 0.0, + "TN": 338312, + "TP": 0, + "n_pred": 4086, + "n_ref": 8066 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 350450, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "6": { + "Dice": 0.9761833648602307, + "FN": 1864, + "FP": 2442, + "IoU": 0.9534748033537903, + "TN": 257912, + "TP": 88246, + "n_pred": 90688, + "n_ref": 90110 + }, + "7": { + "Dice": 0.6550326178667709, + "FN": 15437, + "FP": 1326, + "IoU": 0.4870249097251974, + "TN": 317786, + "TP": 15915, + "n_pred": 17241, + "n_ref": 31352 + }, + "8": { + "Dice": 0.963259982125172, + "FN": 1010, + "FP": 511, + "IoU": 0.9291239515377446, + "TN": 329004, + "TP": 19939, + "n_pred": 20450, + "n_ref": 20949 + }, + "9": { + "Dice": 0.9564656019311196, + "FN": 950, + "FP": 601, + "IoU": 0.9165635590940879, + "TN": 331875, + "TP": 17038, + "n_pred": 17639, + "n_ref": 17988 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 350454, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 40, + "FP": 10, + "IoU": 0.0, + "TN": 350414, + "TP": 0, + "n_pred": 10, + "n_ref": 40 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1941, + "IoU": 0.0, + "TN": 348523, + "TP": 0, + "n_pred": 1941, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 2667, + "FP": 3, + "IoU": 0.0, + "TN": 347794, + "TP": 0, + "n_pred": 3, + "n_ref": 2667 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 116, + "IoU": 0.0, + "TN": 350348, + "TP": 0, + "n_pred": 116, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 329, + "IoU": 0.0, + "TN": 350135, + "TP": 0, + "n_pred": 329, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6984943633199667, + "FN": 2442, + "FP": 1543, + "IoU": 0.536681781188234, + "TN": 341863, + "TP": 4616, + "n_pred": 6159, + "n_ref": 7058 + }, + "6": { + "Dice": 0.7970812107861456, + "FN": 8056, + "FP": 2261, + "IoU": 0.6626226291693917, + "TN": 319884, + "TP": 20263, + "n_pred": 22524, + "n_ref": 28319 + }, + "7": { + "Dice": 0.5668449197860963, + "FN": 2261, + "FP": 7, + "IoU": 0.39552238805970147, + "TN": 346712, + "TP": 1484, + "n_pred": 1491, + "n_ref": 3745 + }, + "8": { + "Dice": 0.932771757410901, + "FN": 1882, + "FP": 2715, + "IoU": 0.8740133742600307, + "TN": 313976, + "TP": 31891, + "n_pred": 34606, + "n_ref": 33773 + }, + "9": { + "Dice": 0.7512803109767384, + "FN": 2766, + "FP": 9327, + "IoU": 0.6016404783081332, + "TN": 320107, + "TP": 18264, + "n_pred": 27591, + "n_ref": 21030 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6571097223117067, + "FN": 9081, + "FP": 1563, + "IoU": 0.4893249532217051, + "TN": 154389, + "TP": 10199, + "n_pred": 11762, + "n_ref": 19280 + }, + "15": { + "Dice": 0.0, + "FN": 17625, + "FP": 0, + "IoU": 0.0, + "TN": 157607, + "TP": 0, + "n_pred": 0, + "n_ref": 17625 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9625698586389894, + "FN": 416, + "FP": 381, + "IoU": 0.9278406518786781, + "TN": 339419, + "TP": 10248, + "n_pred": 10629, + "n_ref": 10664 + }, + "10": { + "Dice": 0.7563577402287079, + "FN": 4066, + "FP": 1644, + "IoU": 0.6081795100528374, + "TN": 335891, + "TP": 8863, + "n_pred": 10507, + "n_ref": 12929 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6472757066775912, + "FN": 660, + "FP": 201, + "IoU": 0.47849788007268323, + "TN": 348813, + "TP": 790, + "n_pred": 991, + "n_ref": 1450 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 121, + "IoU": 0.0, + "TN": 350343, + "TP": 0, + "n_pred": 121, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 350460, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "3": { + "Dice": 0.9645767255096701, + "FN": 2340, + "FP": 977, + "IoU": 0.9315772102809522, + "TN": 301986, + "TP": 45161, + "n_pred": 46138, + "n_ref": 47501 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 297, + "IoU": 0.0, + "TN": 350167, + "TP": 0, + "n_pred": 297, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 350459, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "7": { + "Dice": 0.6306479523168621, + "FN": 801, + "FP": 1120, + "IoU": 0.4605447907891042, + "TN": 346903, + "TP": 1640, + "n_pred": 2760, + "n_ref": 2441 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0401.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.3100674968342848, + "FN": 1378.2177777777777, + "FP": 698.7600000000002, + "IoU": 0.25886682121730065, + "TN": 228657.6688888889, + "TP": 2908.0199999999995, + "n_pred": 3606.7799999999997, + "n_ref": 4286.237777777778 + }, + "mean": { + "1": { + "Dice": 0.10647045256850127, + "FN": 702.4333333333333, + "FP": 326.96666666666664, + "IoU": 0.09112130125141278, + "TN": 229158.1, + "TP": 3455.1666666666665, + "n_pred": 3782.133333333333, + "n_ref": 4157.6 + }, + "10": { + "Dice": 0.34108945882286906, + "FN": 1046.0333333333333, + "FP": 678.4, + "IoU": 0.2738557086953992, + "TN": 230742.3, + "TP": 1175.9333333333334, + "n_pred": 1854.3333333333333, + "n_ref": 2221.9666666666667 + }, + "11": { + "Dice": 0.0010238491189395148, + "FN": 299.1, + "FP": 0.0, + "IoU": 0.0005126127928710513, + "TN": 233343.36666666667, + "TP": 0.2, + "n_pred": 0.2, + "n_ref": 299.3 + }, + "12": { + "Dice": 0.08575956295731277, + "FN": 191.73333333333332, + "FP": 164.56666666666666, + "IoU": 0.05774448914580976, + "TN": 233225.03333333333, + "TP": 61.333333333333336, + "n_pred": 225.9, + "n_ref": 253.06666666666666 + }, + "13": { + "Dice": 0.20814184796716342, + "FN": 520.1, + "FP": 173.6, + "IoU": 0.15064730364506346, + "TN": 232587.36666666667, + "TP": 361.6, + "n_pred": 535.2, + "n_ref": 881.7 + }, + "14": { + "Dice": 0.39704987298958844, + "FN": 1997.7, + "FP": 1273.8333333333333, + "IoU": 0.2971894882296619, + "TN": 227700.06666666668, + "TP": 2671.0666666666666, + "n_pred": 3944.9, + "n_ref": 4668.766666666666 + }, + "15": { + "Dice": 0.12216848185392672, + "FN": 2777.8333333333335, + "FP": 78.7, + "IoU": 0.08083529032555141, + "TN": 230552.06666666668, + "TP": 234.06666666666666, + "n_pred": 312.76666666666665, + "n_ref": 3011.9 + }, + "2": { + "Dice": 0.31286966642992486, + "FN": 2267.233333333333, + "FP": 1143.4, + "IoU": 0.2766451252749034, + "TN": 225326.46666666667, + "TP": 4905.566666666667, + "n_pred": 6048.966666666666, + "n_ref": 7172.8 + }, + "3": { + "Dice": 0.2294435212182366, + "FN": 463.6, + "FP": 1740.7333333333333, + "IoU": 0.1962984870244333, + "TN": 230130.6, + "TP": 1307.7333333333333, + "n_pred": 3048.4666666666667, + "n_ref": 1771.3333333333333 + }, + "4": { + "Dice": 0.10486471453574096, + "FN": 163.73333333333332, + "FP": 67.93333333333334, + "IoU": 0.08929914778749612, + "TN": 233150.1, + "TP": 260.9, + "n_pred": 328.8333333333333, + "n_ref": 424.6333333333333 + }, + "5": { + "Dice": 0.47035939486544337, + "FN": 438.56666666666666, + "FP": 28.7, + "IoU": 0.3610296895675851, + "TN": 233006.1, + "TP": 169.3, + "n_pred": 198.0, + "n_ref": 607.8666666666667 + }, + "6": { + "Dice": 0.6588685762105454, + "FN": 5903.333333333333, + "FP": 2603.0, + "IoU": 0.5931006085623122, + "TN": 204592.93333333332, + "TP": 20543.4, + "n_pred": 23146.4, + "n_ref": 26446.733333333334 + }, + "7": { + "Dice": 0.3385810425820929, + "FN": 3344.2, + "FP": 1438.6, + "IoU": 0.285116545430298, + "TN": 224458.53333333333, + "TP": 4401.333333333333, + "n_pred": 5839.933333333333, + "n_ref": 7745.533333333334 + }, + "8": { + "Dice": 0.7702600640044405, + "FN": 138.56666666666666, + "FP": 168.96666666666667, + "IoU": 0.7169642912667363, + "TN": 230927.43333333332, + "TP": 2407.7, + "n_pred": 2576.6666666666665, + "n_ref": 2546.266666666667 + }, + "9": { + "Dice": 0.5040619463895466, + "FN": 419.1, + "FP": 594.0, + "IoU": 0.4126422292599753, + "TN": 230964.56666666668, + "TP": 1665.0, + "n_pred": 2259.0, + "n_ref": 2084.1 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 127, + "IoU": 0.0, + "TN": 175105, + "TP": 0, + "n_pred": 127, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 11983, + "IoU": 0.0, + "TN": 163249, + "TP": 0, + "n_pred": 11983, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 175219, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 43, + "IoU": 0.0, + "TN": 175189, + "TP": 0, + "n_pred": 43, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1249, + "IoU": 0.0, + "TN": 173983, + "TP": 0, + "n_pred": 1249, + "n_ref": 0 + }, + "5": { + "Dice": 0.6707152496626181, + "FN": 959, + "FP": 17, + "IoU": 0.5045685279187817, + "TN": 173262, + "TP": 994, + "n_pred": 1011, + "n_ref": 1953 + }, + "6": { + "Dice": 0.9360036413290851, + "FN": 3383, + "FP": 7865, + "IoU": 0.8797056810403833, + "TN": 81728, + "TP": 82256, + "n_pred": 90121, + "n_ref": 85639 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 881, + "IoU": 0.0, + "TN": 174351, + "TP": 0, + "n_pred": 881, + "n_ref": 0 + }, + "8": { + "Dice": 0.8835955056179775, + "FN": 201, + "FP": 317, + "IoU": 0.7914653784219001, + "TN": 172748, + "TP": 1966, + "n_pred": 2283, + "n_ref": 2167 + }, + "9": { + "Dice": 0.8396359343463193, + "FN": 5169, + "FP": 3253, + "IoU": 0.7235969806366919, + "TN": 144762, + "TP": 22048, + "n_pred": 25301, + "n_ref": 27217 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.3162721606871831, + "FN": 16763, + "FP": 4410, + "IoU": 0.18784042961258152, + "TN": 149162, + "TP": 4897, + "n_pred": 9307, + "n_ref": 21660 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.178743961352657, + "FN": 51, + "FP": 289, + "IoU": 0.09814323607427056, + "TN": 174855, + "TP": 37, + "n_pred": 326, + "n_ref": 88 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 913, + "IoU": 0.0, + "TN": 174319, + "TP": 0, + "n_pred": 913, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 175210, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7355221682810666, + "FN": 400, + "FP": 11095, + "IoU": 0.581680556060992, + "TN": 147753, + "TP": 15984, + "n_pred": 27079, + "n_ref": 16384 + }, + "7": { + "Dice": 0.8058986316814432, + "FN": 13393, + "FP": 1757, + "IoU": 0.674899680264372, + "TN": 128631, + "TP": 31451, + "n_pred": 33208, + "n_ref": 44844 + }, + "8": { + "Dice": 0.9166332263242376, + "FN": 902, + "FP": 760, + "IoU": 0.8460968608204463, + "TN": 164433, + "TP": 9137, + "n_pred": 9897, + "n_ref": 10039 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9030883640688511, + "FN": 21073, + "FP": 1172, + "IoU": 0.8233009246020399, + "TN": 224572, + "TP": 103647, + "n_pred": 104819, + "n_ref": 124720 + }, + "10": { + "Dice": 0.0, + "FN": 30, + "FP": 0, + "IoU": 0.0, + "TN": 350434, + "TP": 0, + "n_pred": 0, + "n_ref": 30 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1027, + "FP": 6, + "IoU": 0.0, + "TN": 349431, + "TP": 0, + "n_pred": 6, + "n_ref": 1027 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 350459, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8001766394347538, + "FN": 2737, + "FP": 1788, + "IoU": 0.666912035333088, + "TN": 336879, + "TP": 9060, + "n_pred": 10848, + "n_ref": 11797 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 14522, + "IoU": 0.0, + "TN": 335942, + "TP": 0, + "n_pred": 14522, + "n_ref": 0 + }, + "7": { + "Dice": 0.8861061594896802, + "FN": 7502, + "FP": 229, + "IoU": 0.795503240312128, + "TN": 312659, + "TP": 30074, + "n_pred": 30303, + "n_ref": 37576 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 580, + "IoU": 0.0, + "TN": 174652, + "TP": 0, + "n_pred": 580, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 43675, + "FP": 0, + "IoU": 0.0, + "TN": 131557, + "TP": 0, + "n_pred": 0, + "n_ref": 43675 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 16298, + "IoU": 0.0, + "TN": 158934, + "TP": 0, + "n_pred": 16298, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 175231, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9432595012658032, + "FN": 3362, + "FP": 3967, + "IoU": 0.8926122377212519, + "TN": 106984, + "TP": 60919, + "n_pred": 64886, + "n_ref": 64281 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 21113, + "IoU": 0.0, + "TN": 154119, + "TP": 0, + "n_pred": 21113, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5360, + "IoU": 0.0, + "TN": 169872, + "TP": 0, + "n_pred": 5360, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 2054, + "FP": 0, + "IoU": 0.0, + "TN": 173178, + "TP": 0, + "n_pred": 0, + "n_ref": 2054 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 777, + "IoU": 0.0, + "TN": 174455, + "TP": 0, + "n_pred": 777, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8690637720488467, + "FN": 88, + "FP": 1070, + "IoU": 0.7684463107378524, + "TN": 170231, + "TP": 3843, + "n_pred": 4913, + "n_ref": 3931 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3676, + "IoU": 0.0, + "TN": 171556, + "TP": 0, + "n_pred": 3676, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8646035608648985, + "FN": 15812, + "FP": 713, + "IoU": 0.7614992711475457, + "TN": 105945, + "TP": 52762, + "n_pred": 53475, + "n_ref": 68574 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7926132199912063, + "FN": 1616, + "FP": 2629, + "IoU": 0.6564700169944161, + "TN": 162875, + "TP": 8112, + "n_pred": 10741, + "n_ref": 9728 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 314, + "IoU": 0.0, + "TN": 350150, + "TP": 0, + "n_pred": 314, + "n_ref": 0 + }, + "10": { + "Dice": 0.031746031746031744, + "FN": 6588, + "FP": 0, + "IoU": 0.016129032258064516, + "TN": 343768, + "TP": 108, + "n_pred": 108, + "n_ref": 6696 + }, + "11": { + "Dice": 0.0, + "FN": 1867, + "FP": 0, + "IoU": 0.0, + "TN": 348597, + "TP": 0, + "n_pred": 0, + "n_ref": 1867 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1994, + "IoU": 0.0, + "TN": 348470, + "TP": 0, + "n_pred": 1994, + "n_ref": 0 + }, + "13": { + "Dice": 0.4430863254392666, + "FN": 5579, + "FP": 1711, + "IoU": 0.2845927379784102, + "TN": 340274, + "TP": 2900, + "n_pred": 4611, + "n_ref": 8479 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8988011988011988, + "FN": 10961, + "FP": 3221, + "IoU": 0.8162024857116937, + "TN": 273303, + "TP": 62979, + "n_pred": 66200, + "n_ref": 73940 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5541, + "IoU": 0.0, + "TN": 344923, + "TP": 0, + "n_pred": 5541, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 50, + "IoU": 0.0, + "TN": 350414, + "TP": 0, + "n_pred": 50, + "n_ref": 0 + }, + "5": { + "Dice": 0.7279638009049774, + "FN": 2920, + "FP": 86, + "IoU": 0.5722822993739328, + "TN": 343436, + "TP": 4022, + "n_pred": 4108, + "n_ref": 6942 + }, + "6": { + "Dice": 0.7165414210134676, + "FN": 23046, + "FP": 11619, + "IoU": 0.5582894787140509, + "TN": 271985, + "TP": 43814, + "n_pred": 55433, + "n_ref": 66860 + }, + "7": { + "Dice": 0.19219003059204606, + "FN": 26901, + "FP": 33, + "IoU": 0.10631096954011547, + "TN": 320326, + "TP": 3204, + "n_pred": 3237, + "n_ref": 30105 + }, + "8": { + "Dice": 0.9528450482378421, + "FN": 526, + "FP": 432, + "IoU": 0.9099370123155025, + "TN": 339827, + "TP": 9679, + "n_pred": 10111, + "n_ref": 10205 + }, + "9": { + "Dice": 0.6348080133555927, + "FN": 1282, + "FP": 468, + "IoU": 0.46499541424640783, + "TN": 347193, + "TP": 1521, + "n_pred": 1989, + "n_ref": 2803 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 122, + "IoU": 0.0, + "TN": 350342, + "TP": 0, + "n_pred": 122, + "n_ref": 0 + }, + "10": { + "Dice": 0.7046869046106948, + "FN": 2683, + "FP": 1967, + "IoU": 0.5440282408315356, + "TN": 340266, + "TP": 5548, + "n_pred": 7515, + "n_ref": 8231 + }, + "11": { + "Dice": 0.0031262211801484957, + "FN": 2551, + "FP": 0, + "IoU": 0.0015655577299412916, + "TN": 347909, + "TP": 4, + "n_pred": 4, + "n_ref": 2555 + }, + "12": { + "Dice": 0.5930921052631579, + "FN": 1200, + "FP": 1274, + "IoU": 0.4215571662380173, + "TN": 346187, + "TP": 1803, + "n_pred": 3077, + "n_ref": 3003 + }, + "13": { + "Dice": 0.77735368956743, + "FN": 2037, + "FP": 1813, + "IoU": 0.63579604578564, + "TN": 339893, + "TP": 6721, + "n_pred": 8534, + "n_ref": 8758 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7494925145902055, + "FN": 2574, + "FP": 13222, + "IoU": 0.5993506822908741, + "TN": 311038, + "TP": 23630, + "n_pred": 36852, + "n_ref": 26204 + }, + "3": { + "Dice": 0.622787456445993, + "FN": 10391, + "FP": 435, + "IoU": 0.4522086727723524, + "TN": 330701, + "TP": 8937, + "n_pred": 9372, + "n_ref": 19328 + }, + "4": { + "Dice": 0.008382229673093043, + "FN": 1959, + "FP": 407, + "IoU": 0.004208754208754209, + "TN": 348088, + "TP": 10, + "n_pred": 417, + "n_ref": 1969 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9613541937784975, + "FN": 2072, + "FP": 1937, + "IoU": 0.9255842444267073, + "TN": 296591, + "TP": 49864, + "n_pred": 51801, + "n_ref": 51936 + }, + "7": { + "Dice": 0.9365352231265788, + "FN": 2989, + "FP": 629, + "IoU": 0.8806452677069244, + "TN": 320151, + "TP": 26695, + "n_pred": 27324, + "n_ref": 29684 + }, + "8": { + "Dice": 0.9161282148739389, + "FN": 836, + "FP": 488, + "IoU": 0.8452367036820573, + "TN": 341909, + "TP": 7231, + "n_pred": 7719, + "n_ref": 8067 + }, + "9": { + "Dice": 0.9085476094817195, + "FN": 1193, + "FP": 2449, + "IoU": 0.8324207426494271, + "TN": 328731, + "TP": 18091, + "n_pred": 20540, + "n_ref": 19284 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 138, + "IoU": 0.0, + "TN": 175094, + "TP": 0, + "n_pred": 138, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.001993024414549078, + "FN": 2003, + "FP": 0, + "IoU": 0.000997506234413965, + "TN": 173227, + "TP": 2, + "n_pred": 2, + "n_ref": 2005 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 73, + "IoU": 0.0, + "TN": 175159, + "TP": 0, + "n_pred": 73, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 327, + "IoU": 0.0, + "TN": 174905, + "TP": 0, + "n_pred": 327, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9242088452889222, + "FN": 7934, + "FP": 1368, + "IoU": 0.8590968992835178, + "TN": 109215, + "TP": 56715, + "n_pred": 58083, + "n_ref": 64649 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 660, + "IoU": 0.0, + "TN": 174572, + "TP": 0, + "n_pred": 660, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 69, + "IoU": 0.0, + "TN": 175163, + "TP": 0, + "n_pred": 69, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9680301610477913, + "FN": 1834, + "FP": 2567, + "IoU": 0.9380411369683659, + "TN": 104201, + "TP": 66630, + "n_pred": 69197, + "n_ref": 68464 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 175207, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.36136244672100504, + "FN": 21472, + "FP": 12690, + "IoU": 0.22052615967326078, + "TN": 131405, + "TP": 9665, + "n_pred": 22355, + "n_ref": 31137 + }, + "15": { + "Dice": 0.0, + "FN": 18303, + "FP": 2270, + "IoU": 0.0, + "TN": 154659, + "TP": 0, + "n_pred": 2270, + "n_ref": 18303 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 3061, + "IoU": 0.0, + "TN": 172171, + "TP": 0, + "n_pred": 3061, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8241213412170847, + "FN": 2592, + "FP": 2197, + "IoU": 0.7008557686301455, + "TN": 334455, + "TP": 11220, + "n_pred": 13417, + "n_ref": 13812 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3266, + "FP": 481, + "IoU": 0.0, + "TN": 346717, + "TP": 0, + "n_pred": 481, + "n_ref": 3266 + }, + "13": { + "Dice": 0.0, + "FN": 67, + "FP": 34, + "IoU": 0.0, + "TN": 350363, + "TP": 0, + "n_pred": 34, + "n_ref": 67 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9537524646217586, + "FN": 495, + "FP": 1358, + "IoU": 0.9115935114503817, + "TN": 329504, + "TP": 19107, + "n_pred": 20465, + "n_ref": 19602 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.012399134028734502, + "FN": 9278, + "FP": 758, + "IoU": 0.006238241410040598, + "TN": 340365, + "TP": 63, + "n_pred": 821, + "n_ref": 9341 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 717, + "IoU": 0.0, + "TN": 349747, + "TP": 0, + "n_pred": 717, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.952358388972647, + "FN": 1692, + "FP": 2732, + "IoU": 0.9090497923605115, + "TN": 301822, + "TP": 44218, + "n_pred": 46950, + "n_ref": 45910 + }, + "9": { + "Dice": 0.33879781420765026, + "FN": 305, + "FP": 58, + "IoU": 0.20394736842105263, + "TN": 350008, + "TP": 93, + "n_pred": 151, + "n_ref": 398 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6022347827709068, + "FN": 2367, + "FP": 18956, + "IoU": 0.4308554651007607, + "TN": 312999, + "TP": 16142, + "n_pred": 35098, + "n_ref": 18509 + }, + "15": { + "Dice": 0.48867392741570687, + "FN": 14642, + "FP": 53, + "IoU": 0.32334116130220564, + "TN": 328747, + "TP": 7022, + "n_pred": 7075, + "n_ref": 21664 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 350442, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1216, + "IoU": 0.0, + "TN": 349248, + "TP": 0, + "n_pred": 1216, + "n_ref": 0 + }, + "4": { + "Dice": 0.8305354866128347, + "FN": 2953, + "FP": 237, + "IoU": 0.7101844280912147, + "TN": 339457, + "TP": 7817, + "n_pred": 8054, + "n_ref": 10770 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9837956782041095, + "FN": 2041, + "FP": 2996, + "IoU": 0.9681081423325314, + "TN": 192524, + "TP": 152903, + "n_pred": 155899, + "n_ref": 154944 + }, + "7": { + "Dice": 0.0, + "FN": 14, + "FP": 307, + "IoU": 0.0, + "TN": 350143, + "TP": 0, + "n_pred": 307, + "n_ref": 14 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 183, + "IoU": 0.0, + "TN": 350281, + "TP": 0, + "n_pred": 183, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8409093682502105, + "FN": 13035, + "FP": 2, + "IoU": 0.7254906089446643, + "TN": 302972, + "TP": 34455, + "n_pred": 34457, + "n_ref": 47490 + }, + "15": { + "Dice": 0.0, + "FN": 37622, + "FP": 38, + "IoU": 0.0, + "TN": 312804, + "TP": 0, + "n_pred": 38, + "n_ref": 37622 + }, + "2": { + "Dice": 0.0, + "FN": 1, + "FP": 0, + "IoU": 0.0, + "TN": 350463, + "TP": 0, + "n_pred": 0, + "n_ref": 1 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 71, + "IoU": 0.0, + "TN": 350393, + "TP": 0, + "n_pred": 71, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9205344585091421, + "FN": 263, + "FP": 2223, + "IoU": 0.8527687296416938, + "TN": 333579, + "TP": 14399, + "n_pred": 16622, + "n_ref": 14662 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1370, + "IoU": 0.0, + "TN": 173862, + "TP": 0, + "n_pred": 1370, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2297, + "IoU": 0.0, + "TN": 348167, + "TP": 0, + "n_pred": 2297, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 9785, + "IoU": 0.0, + "TN": 340679, + "TP": 0, + "n_pred": 9785, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 498, + "FP": 0, + "IoU": 0.0, + "TN": 349966, + "TP": 0, + "n_pred": 0, + "n_ref": 498 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 410, + "IoU": 0.0, + "TN": 350054, + "TP": 0, + "n_pred": 410, + "n_ref": 0 + }, + "14": { + "Dice": 0.5777926401954084, + "FN": 23057, + "FP": 5982, + "IoU": 0.40626469565928564, + "TN": 301555, + "TP": 19870, + "n_pred": 25852, + "n_ref": 42927 + }, + "15": { + "Dice": 0.0, + "FN": 12768, + "FP": 0, + "IoU": 0.0, + "TN": 337696, + "TP": 0, + "n_pred": 0, + "n_ref": 12768 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1364, + "IoU": 0.0, + "TN": 349100, + "TP": 0, + "n_pred": 1364, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 17065, + "IoU": 0.0, + "TN": 333399, + "TP": 0, + "n_pred": 17065, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.3472369301448313, + "FN": 123895, + "FP": 4, + "IoU": 0.21009480213958293, + "TN": 193611, + "TP": 32954, + "n_pred": 32958, + "n_ref": 156849 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4999, + "IoU": 0.0, + "TN": 345465, + "TP": 0, + "n_pred": 4999, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.014031033344338065, + "FN": 3008, + "FP": 8938, + "IoU": 0.007065081871831103, + "TN": 338433, + "TP": 85, + "n_pred": 9023, + "n_ref": 3093 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.16161616161616163, + "FN": 0, + "FP": 83, + "IoU": 0.08791208791208792, + "TN": 350373, + "TP": 8, + "n_pred": 91, + "n_ref": 8 + }, + "10": { + "Dice": 0.851889232321958, + "FN": 2725, + "FP": 1971, + "IoU": 0.7419921982308665, + "TN": 332263, + "TP": 13505, + "n_pred": 15476, + "n_ref": 16230 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 208, + "FP": 0, + "IoU": 0.0, + "TN": 350256, + "TP": 0, + "n_pred": 0, + "n_ref": 208 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8354927365528072, + "FN": 285, + "FP": 553, + "IoU": 0.7174645987862441, + "TN": 347498, + "TP": 2128, + "n_pred": 2681, + "n_ref": 2413 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 350461, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8472783525089432, + "FN": 992, + "FP": 14804, + "IoU": 0.7350242396792646, + "TN": 290851, + "TP": 43817, + "n_pred": 58621, + "n_ref": 44809 + }, + "7": { + "Dice": 0.5650803809311805, + "FN": 49506, + "FP": 13015, + "IoU": 0.39380629647944, + "TN": 247327, + "TP": 40616, + "n_pred": 53631, + "n_ref": 90122 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.23655292076344708, + "FN": 7920, + "FP": 0, + "IoU": 0.1341423417513939, + "TN": 166085, + "TP": 1227, + "n_pred": 1227, + "n_ref": 9147 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 2784, + "FP": 611, + "IoU": 0.0, + "TN": 171837, + "TP": 0, + "n_pred": 611, + "n_ref": 2784 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2785, + "IoU": 0.0, + "TN": 172447, + "TP": 0, + "n_pred": 2785, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 21, + "FP": 195, + "IoU": 0.0, + "TN": 175016, + "TP": 0, + "n_pred": 195, + "n_ref": 21 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 340, + "IoU": 0.0, + "TN": 174892, + "TP": 0, + "n_pred": 340, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 121, + "IoU": 0.0, + "TN": 175111, + "TP": 0, + "n_pred": 121, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0400.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 93, + "IoU": 0.0, + "TN": 175139, + "TP": 0, + "n_pred": 93, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 655, + "IoU": 0.0, + "TN": 174577, + "TP": 0, + "n_pred": 655, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2678433/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": NaN, + "FN": 1061.4844444444445, + "FP": 731.6324444444446, + "IoU": NaN, + "TN": 229834.87422222225, + "TP": 2014.675555555555, + "n_pred": 2746.308, + "n_ref": 3076.1600000000003 + }, + "mean": { + "1": { + "Dice": 0.2477639991818214, + "FN": 1332.7866666666666, + "FP": 588.4466666666666, + "IoU": 0.22044140616369376, + "TN": 229361.38666666666, + "TP": 2360.0466666666666, + "n_pred": 2948.4933333333333, + "n_ref": 3692.833333333333 + }, + "10": { + "Dice": 0.3860335715765387, + "FN": 1117.0266666666666, + "FP": 1011.6999999999998, + "IoU": 0.29002321626010874, + "TN": 230013.08666666667, + "TP": 1500.8533333333335, + "n_pred": 2512.5533333333337, + "n_ref": 2617.88 + }, + "11": { + "Dice": 0.00020476982378790295, + "FN": 166.49333333333334, + "FP": 0.0, + "IoU": 0.00010252255857421026, + "TN": 233476.13333333336, + "TP": 0.04, + "n_pred": 0.04, + "n_ref": 166.53333333333336 + }, + "12": { + "Dice": 0.09995694545254681, + "FN": 223.0333333333333, + "FP": 65.12, + "IoU": 0.06644196308900704, + "TN": 233316.0866666666, + "TP": 38.42666666666666, + "n_pred": 103.54666666666667, + "n_ref": 261.4599999999999 + }, + "13": { + "Dice": 0.19852801564415462, + "FN": 1325.1733333333334, + "FP": 650.2533333333333, + "IoU": 0.141831293145529, + "TN": 230985.24666666667, + "TP": 681.9933333333333, + "n_pred": 1332.2466666666667, + "n_ref": 2007.1666666666667 + }, + "14": { + "Dice": 0.3535200508330002, + "FN": 675.8466666666667, + "FP": 296.31333333333333, + "IoU": 0.264714299925781, + "TN": 231740.36666666664, + "TP": 930.14, + "n_pred": 1226.4533333333334, + "n_ref": 1605.9866666666667 + }, + "15": { + "Dice": NaN, + "FN": 786.9133333333333, + "FP": 108.84, + "IoU": NaN, + "TN": 232668.20666666664, + "TP": 78.70666666666666, + "n_pred": 187.54666666666668, + "n_ref": 865.6200000000001 + }, + "2": { + "Dice": 0.2776677785377591, + "FN": 1071.24, + "FP": 787.6133333333335, + "IoU": 0.24502943196328258, + "TN": 229966.47333333333, + "TP": 1817.3400000000001, + "n_pred": 2604.9533333333334, + "n_ref": 2888.58 + }, + "3": { + "Dice": 0.21814359123077764, + "FN": 1723.6066666666666, + "FP": 801.0466666666665, + "IoU": 0.1897064534419758, + "TN": 229605.57333333333, + "TP": 1512.44, + "n_pred": 2313.4866666666667, + "n_ref": 3236.046666666667 + }, + "4": { + "Dice": 0.15262671004509176, + "FN": 506.8333333333333, + "FP": 213.60666666666665, + "IoU": 0.12427780984068224, + "TN": 232480.68666666668, + "TP": 441.5400000000001, + "n_pred": 655.1466666666668, + "n_ref": 948.3733333333333 + }, + "5": { + "Dice": 0.3500740161381101, + "FN": 243.94666666666666, + "FP": 55.16666666666667, + "IoU": 0.25887549862914677, + "TN": 233168.8666666667, + "TP": 174.68666666666667, + "n_pred": 229.85333333333332, + "n_ref": 418.6333333333333 + }, + "6": { + "Dice": 0.5418313168907469, + "FN": 2812.02, + "FP": 4310.553333333333, + "IoU": 0.4700152217301202, + "TN": 213218.99333333335, + "TP": 13301.1, + "n_pred": 17611.653333333332, + "n_ref": 16113.12 + }, + "7": { + "Dice": 0.34274549058708736, + "FN": 2484.253333333333, + "FP": 1205.4466666666667, + "IoU": 0.2812270238870799, + "TN": 226745.80666666664, + "TP": 3207.16, + "n_pred": 4412.606666666667, + "n_ref": 5691.413333333333 + }, + "8": { + "Dice": 0.7215500299658281, + "FN": 662.1066666666667, + "FP": 384.12666666666667, + "IoU": 0.6495479086690239, + "TN": 230207.11333333334, + "TP": 2389.3199999999997, + "n_pred": 2773.4466666666667, + "n_ref": 3051.4266666666667 + }, + "9": { + "Dice": 0.5504711211009902, + "FN": 790.9866666666666, + "FP": 496.2533333333333, + "IoU": 0.44863713320504617, + "TN": 230569.08666666667, + "TP": 1786.3400000000001, + "n_pred": 2282.5933333333332, + "n_ref": 2577.326666666667 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/loop_001/summary.json b/nnActive_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/loop_001/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7db41a0f2374a0cd06eb08bd0a4f07d599e318a3 --- /dev/null +++ b/nnActive_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/loop_001/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.537930362403014, + "FN": 49922.688, + "FP": 39749.56533333334, + "IoU": 0.42541990313139016, + "TN": 96230620.74400002, + "TP": 136667.84266666666, + "n_pred": 176417.408, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.7120390530926828, + "FN": 67946.84, + "FP": 24277.3, + "IoU": 0.5992005481337592, + "TN": 96238395.4, + "TP": 126341.3, + "n_pred": 150618.6, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.5670889371125253, + "FN": 30322.74, + "FP": 26732.98, + "IoU": 0.4196706890876591, + "TN": 96356005.3, + "TP": 43899.82, + "n_pred": 70632.8, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.12204950301509389, + "FN": 3435.28, + "FP": 5.22, + "IoU": 0.07053212062225551, + "TN": 96453255.24, + "TP": 265.1, + "n_pred": 270.32, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.18026402830130192, + "FN": 3746.06, + "FP": 115.56, + "IoU": 0.11121370079828216, + "TN": 96452608.62, + "TP": 490.6, + "n_pred": 606.16, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.40963916511448273, + "FN": 38394.7, + "FP": 12745.56, + "IoU": 0.2777286736620779, + "TN": 96386357.14, + "TP": 19463.44, + "n_pred": 32209.0, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.641825016563905, + "FN": 71461.98, + "FP": 17512.46, + "IoU": 0.5211307828429673, + "TN": 96301090.24, + "TP": 66896.16, + "n_pred": 84408.62, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.37226870059695477, + "FN": 41259.54, + "FP": 3174.88, + "IoU": 0.2661730224338034, + "TN": 96399738.92, + "TP": 12787.5, + "n_pred": 15962.38, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.6446105946450551, + "FN": 54174.8, + "FP": 50230.02, + "IoU": 0.5053853529513974, + "TN": 96249889.12, + "TP": 102666.9, + "n_pred": 152896.92, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.5642062973630646, + "FN": 62108.36, + "FP": 60948.58, + "IoU": 0.4348850002859114, + "TN": 96232609.68, + "TP": 101294.22, + "n_pred": 162242.8, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.5601854041573451, + "FN": 10275.98, + "FP": 8394.82, + "IoU": 0.44466950207492845, + "TN": 96421988.52, + "TP": 16301.52, + "n_pred": 24696.34, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.2872917666588936, + "FN": 14740.44, + "FP": 419.06, + "IoU": 0.19525808710646694, + "TN": 96439389.62, + "TP": 2411.72, + "n_pred": 2830.78, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.858293675807051, + "FN": 110098.68, + "FP": 324433.7, + "IoU": 0.7631230504225084, + "TN": 94773303.52, + "TP": 1249124.94, + "n_pred": 1573558.64, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.5566485999016867, + "FN": 182121.36, + "FP": 49879.02, + "IoU": 0.41265080067306537, + "TN": 96068157.16, + "TP": 156803.3, + "n_pred": 206682.32, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.8466052429138416, + "FN": 36181.14, + "FP": 6210.76, + "IoU": 0.7476421039989778, + "TN": 96318380.9, + "TP": 96188.04, + "n_pred": 102398.8, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.7459394508013255, + "FN": 22572.42, + "FP": 11163.56, + "IoU": 0.6120351118767926, + "TN": 96368141.78, + "TP": 55083.08, + "n_pred": 66246.64, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.7036760644734235, + "FN": 9240, + "FP": 61043, + "IoU": 0.5428242472338405, + "TN": 119439587, + "TP": 83450, + "n_pred": 144493, + "n_ref": 92690 + }, + "10": { + "Dice": 0.5999400271641668, + "FN": 24317, + "FP": 43724, + "IoU": 0.4285102344215893, + "TN": 119474261, + "TP": 51018, + "n_pred": 94742, + "n_ref": 75335 + }, + "11": { + "Dice": 0.179204107830552, + "FN": 3197, + "FP": 0, + "IoU": 0.09842075578116187, + "TN": 119589774, + "TP": 349, + "n_pred": 349, + "n_ref": 3546 + }, + "12": { + "Dice": 0.3714388748647674, + "FN": 3435, + "FP": 51, + "IoU": 0.22807794508414525, + "TN": 119588804, + "TP": 1030, + "n_pred": 1081, + "n_ref": 4465 + }, + "13": { + "Dice": 0.22575063226149955, + "FN": 40885, + "FP": 40549, + "IoU": 0.12723726234111418, + "TN": 119500014, + "TP": 11872, + "n_pred": 52421, + "n_ref": 52757 + }, + "14": { + "Dice": 0.37651526501260413, + "FN": 189682, + "FP": 1754, + "IoU": 0.23191795826495853, + "TN": 119344081, + "TP": 57803, + "n_pred": 59557, + "n_ref": 247485 + }, + "15": { + "Dice": 0.07149208607504891, + "FN": 30652, + "FP": 26779, + "IoU": 0.03707119144227222, + "TN": 119533678, + "TP": 2211, + "n_pred": 28990, + "n_ref": 32863 + }, + "2": { + "Dice": 0.8546941163006574, + "FN": 6370, + "FP": 39338, + "IoU": 0.7462583825554026, + "TN": 119413184, + "TP": 134428, + "n_pred": 173766, + "n_ref": 140798 + }, + "3": { + "Dice": 0.8394880631337557, + "FN": 39323, + "FP": 10793, + "IoU": 0.7233773617190389, + "TN": 119412149, + "TP": 131055, + "n_pred": 141848, + "n_ref": 170378 + }, + "4": { + "Dice": 0.745975325958749, + "FN": 30903, + "FP": 971, + "IoU": 0.594864950746743, + "TN": 119514645, + "TP": 46801, + "n_pred": 47772, + "n_ref": 77704 + }, + "5": { + "Dice": 0.0, + "FN": 64264, + "FP": 0, + "IoU": 0.0, + "TN": 119529056, + "TP": 0, + "n_pred": 0, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9177198583993639, + "FN": 45159, + "FP": 158681, + "IoU": 0.8479503809818628, + "TN": 118252705, + "TP": 1136775, + "n_pred": 1295456, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 132088, + "IoU": 0.0, + "TN": 119461232, + "TP": 0, + "n_pred": 132088, + "n_ref": 0 + }, + "8": { + "Dice": 0.764687392605383, + "FN": 104045, + "FP": 8249, + "IoU": 0.6190233856822492, + "TN": 119298567, + "TP": 182459, + "n_pred": 190708, + "n_ref": 286504 + }, + "9": { + "Dice": 0.6346345478965383, + "FN": 39914, + "FP": 2251, + "IoU": 0.4648092911087136, + "TN": 119514535, + "TP": 36620, + "n_pred": 38871, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8467254153115342, + "FN": 31705, + "FP": 25084, + "IoU": 0.7341923827622199, + "TN": 72612013, + "TP": 156858, + "n_pred": 181942, + "n_ref": 188563 + }, + "10": { + "Dice": 0.5520171850631198, + "FN": 21553, + "FP": 54566, + "IoU": 0.38123186226293926, + "TN": 72702643, + "TP": 46898, + "n_pred": 101464, + "n_ref": 68451 + }, + "11": { + "Dice": 0.40421792618629176, + "FN": 1672, + "FP": 23, + "IoU": 0.2533039647577093, + "TN": 72823390, + "TP": 575, + "n_pred": 598, + "n_ref": 2247 + }, + "12": { + "Dice": 0.5268893627102582, + "FN": 1762, + "FP": 235, + "IoU": 0.35767127693792217, + "TN": 72822551, + "TP": 1112, + "n_pred": 1347, + "n_ref": 2874 + }, + "13": { + "Dice": 0.48791186500843065, + "FN": 30940, + "FP": 9453, + "IoU": 0.32267422362331477, + "TN": 72766024, + "TP": 19243, + "n_pred": 28696, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8588029559429119, + "FN": 8380, + "FP": 14147, + "IoU": 0.7525457241720217, + "TN": 72734625, + "TP": 68508, + "n_pred": 82655, + "n_ref": 76888 + }, + "15": { + "Dice": 0.2876370083816892, + "FN": 35343, + "FP": 13, + "IoU": 0.16797665552783922, + "TN": 72783166, + "TP": 7138, + "n_pred": 7151, + "n_ref": 42481 + }, + "2": { + "Dice": 0.758194945407718, + "FN": 11612, + "FP": 67628, + "IoU": 0.6105587528443857, + "TN": 72622189, + "TP": 124231, + "n_pred": 191859, + "n_ref": 135843 + }, + "3": { + "Dice": 0.6078686829258402, + "FN": 67192, + "FP": 10161, + "IoU": 0.436646080344918, + "TN": 72688352, + "TP": 59955, + "n_pred": 70116, + "n_ref": 127147 + }, + "4": { + "Dice": 0.8063510536597531, + "FN": 7610, + "FP": 1708, + "IoU": 0.6755345079740929, + "TN": 72796942, + "TP": 19400, + "n_pred": 21108, + "n_ref": 27010 + }, + "5": { + "Dice": 0.5334594466777016, + "FN": 5255, + "FP": 664, + "IoU": 0.36375362786198, + "TN": 72816357, + "TP": 3384, + "n_pred": 4048, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9094729639431819, + "FN": 46114, + "FP": 185147, + "IoU": 0.8339756226784615, + "TN": 71432726, + "TP": 1161673, + "n_pred": 1346820, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.5693500757517397, + "FN": 128020, + "FP": 39688, + "IoU": 0.39796603355003607, + "TN": 72547091, + "TP": 110861, + "n_pred": 150549, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9199275674743468, + "FN": 4852, + "FP": 4434, + "IoU": 0.8517276617487386, + "TN": 72763032, + "TP": 53342, + "n_pred": 57776, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8186790313087667, + "FN": 20955, + "FP": 4307, + "IoU": 0.6930199776405969, + "TN": 72743368, + "TP": 57030, + "n_pred": 61337, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8150843727072634, + "FN": 65623, + "FP": 22591, + "IoU": 0.6878838914206459, + "TN": 71526856, + "TP": 194418, + "n_pred": 217009, + "n_ref": 260041 + }, + "10": { + "Dice": 0.7550414529144855, + "FN": 28738, + "FP": 13425, + "IoU": 0.6064791913610782, + "TN": 71702345, + "TP": 64980, + "n_pred": 78405, + "n_ref": 93718 + }, + "11": { + "Dice": 0.0775812892184826, + "FN": 3233, + "FP": 1, + "IoU": 0.040356083086053415, + "TN": 71806118, + "TP": 136, + "n_pred": 137, + "n_ref": 3369 + }, + "12": { + "Dice": 0.14705468859834106, + "FN": 5986, + "FP": 81, + "IoU": 0.07936267071320183, + "TN": 71802898, + "TP": 523, + "n_pred": 604, + "n_ref": 6509 + }, + "13": { + "Dice": 0.5744693247363617, + "FN": 34321, + "FP": 9501, + "IoU": 0.4029862946513719, + "TN": 71736086, + "TP": 29580, + "n_pred": 39081, + "n_ref": 63901 + }, + "14": { + "Dice": 0.1905283347743146, + "FN": 467189, + "FP": 0, + "IoU": 0.10529500872319604, + "TN": 71287317, + "TP": 54982, + "n_pred": 54982, + "n_ref": 522171 + }, + "15": { + "Dice": 0.013368911889167407, + "FN": 179423, + "FP": 3602, + "IoU": 0.006729438580305538, + "TN": 71625223, + "TP": 1240, + "n_pred": 4842, + "n_ref": 180663 + }, + "2": { + "Dice": 0.762053457274792, + "FN": 20215, + "FP": 58882, + "IoU": 0.6155786465522269, + "TN": 71603732, + "TP": 126659, + "n_pred": 185541, + "n_ref": 146874 + }, + "3": { + "Dice": 0.7414080618264743, + "FN": 70066, + "FP": 10105, + "IoU": 0.5890773962070733, + "TN": 71614388, + "TP": 114929, + "n_pred": 125034, + "n_ref": 184995 + }, + "4": { + "Dice": 0.757065121994032, + "FN": 1036, + "FP": 7268, + "IoU": 0.60909476062703, + "TN": 71788245, + "TP": 12939, + "n_pred": 20207, + "n_ref": 13975 + }, + "5": { + "Dice": 0.6591304347826087, + "FN": 4658, + "FP": 1222, + "IoU": 0.4915693904020752, + "TN": 71797923, + "TP": 5685, + "n_pred": 6907, + "n_ref": 10343 + }, + "6": { + "Dice": 0.8940727443322495, + "FN": 39929, + "FP": 246375, + "IoU": 0.8084372093645664, + "TN": 70314918, + "TP": 1208266, + "n_pred": 1454641, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.7910918144419608, + "FN": 63320, + "FP": 27427, + "IoU": 0.6543853568803392, + "TN": 71546921, + "TP": 171820, + "n_pred": 199247, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9243024376113801, + "FN": 7844, + "FP": 4177, + "IoU": 0.8592586521800215, + "TN": 71724076, + "TP": 73391, + "n_pred": 77568, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8624644505571355, + "FN": 14160, + "FP": 9440, + "IoU": 0.7581868109348744, + "TN": 71711892, + "TP": 73996, + "n_pred": 83436, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8624428571428572, + "FN": 33081, + "FP": 24693, + "IoU": 0.7581534365620566, + "TN": 135206623, + "TP": 181113, + "n_pred": 205806, + "n_ref": 214194 + }, + "10": { + "Dice": 0.6992283598747134, + "FN": 26869, + "FP": 23257, + "IoU": 0.5375488965975349, + "TN": 135337118, + "TP": 58266, + "n_pred": 81523, + "n_ref": 85135 + }, + "11": { + "Dice": 0.0, + "FN": 3547, + "FP": 0, + "IoU": 0.0, + "TN": 135441963, + "TP": 0, + "n_pred": 0, + "n_ref": 3547 + }, + "12": { + "Dice": 0.0, + "FN": 5508, + "FP": 44, + "IoU": 0.0, + "TN": 135439958, + "TP": 0, + "n_pred": 44, + "n_ref": 5508 + }, + "13": { + "Dice": 0.6035432645565518, + "FN": 18225, + "FP": 11135, + "IoU": 0.43219617854103815, + "TN": 135393802, + "TP": 22348, + "n_pred": 33483, + "n_ref": 40573 + }, + "14": { + "Dice": 0.878923833214878, + "FN": 24297, + "FP": 8411, + "IoU": 0.7840001056621716, + "TN": 135294084, + "TP": 118718, + "n_pred": 127129, + "n_ref": 143015 + }, + "15": { + "Dice": 0.3876871127726608, + "FN": 38440, + "FP": 2179, + "IoU": 0.24045401847488687, + "TN": 135392032, + "TP": 12859, + "n_pred": 15038, + "n_ref": 51299 + }, + "2": { + "Dice": 0.7297875626859985, + "FN": 32363, + "FP": 98840, + "IoU": 0.574539770866369, + "TN": 135137131, + "TP": 177176, + "n_pred": 276016, + "n_ref": 209539 + }, + "3": { + "Dice": 0.6793232390362642, + "FN": 99605, + "FP": 20542, + "IoU": 0.5143750985218688, + "TN": 135198103, + "TP": 127260, + "n_pred": 147802, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8510145370299651, + "FN": 3414, + "FP": 8290, + "IoU": 0.7406660610223571, + "TN": 135400379, + "TP": 33427, + "n_pred": 41717, + "n_ref": 36841 + }, + "5": { + "Dice": 0.09589922454369984, + "FN": 26628, + "FP": 71, + "IoU": 0.050364574070780724, + "TN": 135417395, + "TP": 1416, + "n_pred": 1487, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9418327480516914, + "FN": 60960, + "FP": 136846, + "IoU": 0.8900603815867285, + "TN": 133646286, + "TP": 1601418, + "n_pred": 1738264, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.6829712304905037, + "FN": 81543, + "FP": 27474, + "IoU": 0.5185697126000247, + "TN": 135219066, + "TP": 117427, + "n_pred": 144901, + "n_ref": 198970 + }, + "8": { + "Dice": 0.6324365506622343, + "FN": 151416, + "FP": 9239, + "IoU": 0.4624549968547988, + "TN": 135146642, + "TP": 138213, + "n_pred": 147452, + "n_ref": 289629 + }, + "9": { + "Dice": 0.7923088862092432, + "FN": 31671, + "FP": 3121, + "IoU": 0.6560525925559785, + "TN": 135344355, + "TP": 66363, + "n_pred": 69484, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3241695126217981, + "FN": 203865, + "FP": 14410, + "IoU": 0.19343812817784084, + "TN": 105483381, + "TP": 52349, + "n_pred": 66759, + "n_ref": 256214 + }, + "10": { + "Dice": 0.2704715760329832, + "FN": 42510, + "FP": 54456, + "IoU": 0.15638457991491286, + "TN": 105639064, + "TP": 17975, + "n_pred": 72431, + "n_ref": 60485 + }, + "11": { + "Dice": 0.11764705882352941, + "FN": 2314, + "FP": 11, + "IoU": 0.0625, + "TN": 105751525, + "TP": 155, + "n_pred": 166, + "n_ref": 2469 + }, + "12": { + "Dice": 0.3160465990229237, + "FN": 3563, + "FP": 77, + "IoU": 0.18768132113367553, + "TN": 105749524, + "TP": 841, + "n_pred": 918, + "n_ref": 4404 + }, + "13": { + "Dice": 0.17175499436206199, + "FN": 72829, + "FP": 5031, + "IoU": 0.09394528295299827, + "TN": 105668072, + "TP": 8073, + "n_pred": 13104, + "n_ref": 80902 + }, + "14": { + "Dice": 0.8391060151907574, + "FN": 52730, + "FP": 2558, + "IoU": 0.7228102015953153, + "TN": 105554546, + "TP": 144171, + "n_pred": 146729, + "n_ref": 196901 + }, + "15": { + "Dice": 0.5098195792678362, + "FN": 17717, + "FP": 1926, + "IoU": 0.3421193649943064, + "TN": 105724147, + "TP": 10215, + "n_pred": 12141, + "n_ref": 27932 + }, + "2": { + "Dice": 0.8853286093888397, + "FN": 27948, + "FP": 4418, + "IoU": 0.7942507691916495, + "TN": 105596697, + "TP": 124942, + "n_pred": 129360, + "n_ref": 152890 + }, + "3": { + "Dice": 0.7765700102911799, + "FN": 11108, + "FP": 81163, + "IoU": 0.6347482216583605, + "TN": 105501382, + "TP": 160352, + "n_pred": 241515, + "n_ref": 171460 + }, + "4": { + "Dice": 0.5913195966681281, + "FN": 20622, + "FP": 7344, + "IoU": 0.4197684551226192, + "TN": 105705807, + "TP": 20232, + "n_pred": 27576, + "n_ref": 40854 + }, + "5": { + "Dice": 0.28175885028676906, + "FN": 10228, + "FP": 667, + "IoU": 0.16398096992019645, + "TN": 105740973, + "TP": 2137, + "n_pred": 2804, + "n_ref": 12365 + }, + "6": { + "Dice": 0.8699092015572183, + "FN": 60702, + "FP": 380726, + "IoU": 0.7697692988527269, + "TN": 103836676, + "TP": 1475901, + "n_pred": 1856627, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.6820593773995256, + "FN": 109381, + "FP": 38855, + "IoU": 0.5175190488124802, + "TN": 105446768, + "TP": 159001, + "n_pred": 197856, + "n_ref": 268382 + }, + "8": { + "Dice": 0.902398832103872, + "FN": 7074, + "FP": 10576, + "IoU": 0.8221554955463303, + "TN": 105654761, + "TP": 81594, + "n_pred": 92170, + "n_ref": 88668 + }, + "9": { + "Dice": 0.7525550069331847, + "FN": 23520, + "FP": 10207, + "IoU": 0.6032771072999741, + "TN": 105668991, + "TP": 51287, + "n_pred": 61494, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8529591634894048, + "FN": 18241, + "FP": 62786, + "IoU": 0.7436170852331516, + "TN": 96821841, + "TP": 235012, + "n_pred": 297798, + "n_ref": 253253 + }, + "10": { + "Dice": 0.799490133839867, + "FN": 16610, + "FP": 31525, + "IoU": 0.6659588199779318, + "TN": 96993781, + "TP": 95964, + "n_pred": 127489, + "n_ref": 112574 + }, + "11": { + "Dice": 0.07553277582951173, + "FN": 3421, + "FP": 6, + "IoU": 0.03924866834875245, + "TN": 97134313, + "TP": 140, + "n_pred": 146, + "n_ref": 3561 + }, + "12": { + "Dice": 0.363905812613206, + "FN": 3413, + "FP": 450, + "IoU": 0.22242351046698872, + "TN": 97132912, + "TP": 1105, + "n_pred": 1555, + "n_ref": 4518 + }, + "13": { + "Dice": 0.7078409610236992, + "FN": 17371, + "FP": 9479, + "IoU": 0.5477970897332255, + "TN": 97078504, + "TP": 32526, + "n_pred": 42005, + "n_ref": 49897 + }, + "14": { + "Dice": 0.7696267991806667, + "FN": 96888, + "FP": 3434, + "IoU": 0.6255230515978036, + "TN": 96869981, + "TP": 167577, + "n_pred": 171011, + "n_ref": 264465 + }, + "15": { + "Dice": 0.0, + "FN": 22372, + "FP": 0, + "IoU": 0.0, + "TN": 97115508, + "TP": 0, + "n_pred": 0, + "n_ref": 22372 + }, + "2": { + "Dice": 0.5344398167646799, + "FN": 86611, + "FP": 2926, + "IoU": 0.36466589559281626, + "TN": 96996951, + "TP": 51392, + "n_pred": 54318, + "n_ref": 138003 + }, + "3": { + "Dice": 0.6922308218870074, + "FN": 19922, + "FP": 103270, + "IoU": 0.5293218661765998, + "TN": 96876147, + "TP": 138541, + "n_pred": 241811, + "n_ref": 158463 + }, + "4": { + "Dice": 0.7401242989237532, + "FN": 3083, + "FP": 14061, + "IoU": 0.5874581899559641, + "TN": 97096323, + "TP": 24413, + "n_pred": 38474, + "n_ref": 27496 + }, + "5": { + "Dice": 0.4368073316283035, + "FN": 10534, + "FP": 36, + "IoU": 0.27943281750630583, + "TN": 97123211, + "TP": 4099, + "n_pred": 4135, + "n_ref": 14633 + }, + "6": { + "Dice": 0.8639599031440103, + "FN": 71530, + "FP": 378435, + "IoU": 0.7605012407000721, + "TN": 95259102, + "TP": 1428813, + "n_pred": 1807248, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.7925377144132124, + "FN": 80200, + "FP": 10922, + "IoU": 0.6563664338617954, + "TN": 96872708, + "TP": 174050, + "n_pred": 184972, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9100516738511621, + "FN": 11204, + "FP": 11895, + "IoU": 0.8349493751384414, + "TN": 96997929, + "TP": 116852, + "n_pred": 128747, + "n_ref": 128056 + }, + "9": { + "Dice": 0.7257129808493437, + "FN": 9786, + "FP": 34657, + "IoU": 0.5695051192886271, + "TN": 97034643, + "TP": 58794, + "n_pred": 93451, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9288116129875815, + "FN": 10125, + "FP": 14920, + "IoU": 0.8670852151208147, + "TN": 130578363, + "TP": 163384, + "n_pred": 178304, + "n_ref": 173509 + }, + "10": { + "Dice": 0.6621248489554001, + "FN": 16699, + "FP": 45096, + "IoU": 0.4949078009546852, + "TN": 130644448, + "TP": 60549, + "n_pred": 105645, + "n_ref": 77248 + }, + "11": { + "Dice": 0.08282063416942735, + "FN": 3874, + "FP": 2, + "IoU": 0.043199210071587266, + "TN": 130762741, + "TP": 175, + "n_pred": 177, + "n_ref": 4049 + }, + "12": { + "Dice": 0.32358089522380595, + "FN": 2681, + "FP": 24, + "IoU": 0.19301909307875895, + "TN": 130763440, + "TP": 647, + "n_pred": 671, + "n_ref": 3328 + }, + "13": { + "Dice": 0.5055816899799579, + "FN": 37024, + "FP": 10587, + "IoU": 0.3383133668732802, + "TN": 130694838, + "TP": 24343, + "n_pred": 34930, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9235527275834643, + "FN": 18926, + "FP": 4334, + "IoU": 0.8579637398403771, + "TN": 130603031, + "TP": 140501, + "n_pred": 144835, + "n_ref": 159427 + }, + "15": { + "Dice": 0.5082304526748971, + "FN": 18910, + "FP": 210, + "IoU": 0.3406896551724138, + "TN": 130737792, + "TP": 9880, + "n_pred": 10090, + "n_ref": 28790 + }, + "2": { + "Dice": 0.6659583701198617, + "FN": 10567, + "FP": 145694, + "IoU": 0.4992035894559731, + "TN": 130454767, + "TP": 155764, + "n_pred": 301458, + "n_ref": 166331 + }, + "3": { + "Dice": 0.06498101094131477, + "FN": 160302, + "FP": 5144, + "IoU": 0.033581588247320306, + "TN": 130595597, + "TP": 5749, + "n_pred": 10893, + "n_ref": 166051 + }, + "4": { + "Dice": 0.6771698304740635, + "FN": 13259, + "FP": 2642, + "IoU": 0.5119098778316655, + "TN": 130734214, + "TP": 16677, + "n_pred": 19319, + "n_ref": 29936 + }, + "5": { + "Dice": 0.2834879967722413, + "FN": 25688, + "FP": 2726, + "IoU": 0.16515351843690318, + "TN": 130732757, + "TP": 5621, + "n_pred": 8347, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9209676788438492, + "FN": 42185, + "FP": 180061, + "IoU": 0.8535125971546987, + "TN": 129249624, + "TP": 1294922, + "n_pred": 1474983, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.8169596544337635, + "FN": 99446, + "FP": 55645, + "IoU": 0.6905594196305652, + "TN": 130265594, + "TP": 346107, + "n_pred": 401752, + "n_ref": 445553 + }, + "8": { + "Dice": 0.8677171279084168, + "FN": 44553, + "FP": 12056, + "IoU": 0.766343066115225, + "TN": 130524518, + "TP": 185665, + "n_pred": 197721, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8186834494908644, + "FN": 28142, + "FP": 4586, + "IoU": 0.6930263096187216, + "TN": 130660177, + "TP": 73887, + "n_pred": 78473, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6392536360734966, + "FN": 88678, + "FP": 37918, + "IoU": 0.46978162354143455, + "TN": 71997246, + "TP": 112166, + "n_pred": 150084, + "n_ref": 200844 + }, + "10": { + "Dice": 0.225780248740952, + "FN": 50155, + "FP": 35627, + "IoU": 0.1272560789500458, + "TN": 72137718, + "TP": 12508, + "n_pred": 48135, + "n_ref": 62663 + }, + "11": { + "Dice": 0.0, + "FN": 2687, + "FP": 0, + "IoU": 0.0, + "TN": 72233321, + "TP": 0, + "n_pred": 0, + "n_ref": 2687 + }, + "12": { + "Dice": 0.06373365041617123, + "FN": 3937, + "FP": 0, + "IoU": 0.03291574551707197, + "TN": 72231937, + "TP": 134, + "n_pred": 134, + "n_ref": 4071 + }, + "13": { + "Dice": 0.1951766050633198, + "FN": 61815, + "FP": 9300, + "IoU": 0.10814166394943439, + "TN": 72156270, + "TP": 8623, + "n_pred": 17923, + "n_ref": 70438 + }, + "14": { + "Dice": 0.359281281307329, + "FN": 46231, + "FP": 52259, + "IoU": 0.2189779864239041, + "TN": 72109904, + "TP": 27614, + "n_pred": 79873, + "n_ref": 73845 + }, + "15": { + "Dice": 0.29489726332018856, + "FN": 23343, + "FP": 438, + "IoU": 0.17294985045558878, + "TN": 72207254, + "TP": 4973, + "n_pred": 5411, + "n_ref": 28316 + }, + "2": { + "Dice": 0.06756457375922381, + "FN": 121348, + "FP": 42797, + "IoU": 0.03496343155468805, + "TN": 72065916, + "TP": 5947, + "n_pred": 48744, + "n_ref": 127295 + }, + "3": { + "Dice": 0.47164515027754245, + "FN": 19042, + "FP": 315246, + "IoU": 0.3085966262109818, + "TN": 71752516, + "TP": 149204, + "n_pred": 464450, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 8973, + "IoU": 0.0, + "TN": 72227035, + "TP": 0, + "n_pred": 8973, + "n_ref": 0 + }, + "5": { + "Dice": 0.7762296058115994, + "FN": 1709, + "FP": 2049, + "IoU": 0.6342934994161152, + "TN": 72225732, + "TP": 6518, + "n_pred": 8567, + "n_ref": 8227 + }, + "6": { + "Dice": 0.7468870615510856, + "FN": 135559, + "FP": 797229, + "IoU": 0.5960253370901843, + "TN": 69926982, + "TP": 1376238, + "n_pred": 2173467, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.4342717873426611, + "FN": 213107, + "FP": 115576, + "IoU": 0.2773609007182793, + "TN": 71781171, + "TP": 126154, + "n_pred": 241730, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9199788267243562, + "FN": 7618, + "FP": 2813, + "IoU": 0.8518155472212752, + "TN": 72165616, + "TP": 59961, + "n_pred": 62774, + "n_ref": 67579 + }, + "9": { + "Dice": 0.3808993211840427, + "FN": 36630, + "FP": 5597, + "IoU": 0.23525363565568574, + "TN": 72180791, + "TP": 12990, + "n_pred": 18587, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.19999903321393525, + "FN": 68305, + "FP": 97192, + "IoU": 0.11111051432991019, + "TN": 52366936, + "TP": 20687, + "n_pred": 117879, + "n_ref": 88992 + }, + "10": { + "Dice": 0.10192744884847287, + "FN": 44606, + "FP": 823, + "IoU": 0.053700502010123524, + "TN": 52505113, + "TP": 2578, + "n_pred": 3401, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0, + "FN": 2042, + "FP": 0, + "IoU": 0.0, + "TN": 52551078, + "TP": 0, + "n_pred": 0, + "n_ref": 2042 + }, + "12": { + "Dice": 0.0, + "FN": 4066, + "FP": 38, + "IoU": 0.0, + "TN": 52549016, + "TP": 0, + "n_pred": 38, + "n_ref": 4066 + }, + "13": { + "Dice": 0.1689521424426595, + "FN": 18849, + "FP": 8362, + "IoU": 0.0922707409013577, + "TN": 52523143, + "TP": 2766, + "n_pred": 11128, + "n_ref": 21615 + }, + "14": { + "Dice": 0.22388462461021827, + "FN": 48370, + "FP": 3400, + "IoU": 0.12605297364822662, + "TN": 52493883, + "TP": 7467, + "n_pred": 10867, + "n_ref": 55837 + }, + "15": { + "Dice": 0.0, + "FN": 25269, + "FP": 1523, + "IoU": 0.0, + "TN": 52526328, + "TP": 0, + "n_pred": 1523, + "n_ref": 25269 + }, + "2": { + "Dice": 0.5054018688453086, + "FN": 74823, + "FP": 43107, + "IoU": 0.338152348989522, + "TN": 52374937, + "TP": 60253, + "n_pred": 103360, + "n_ref": 135076 + }, + "3": { + "Dice": 0.33424487259167185, + "FN": 110825, + "FP": 17719, + "IoU": 0.20065666741287963, + "TN": 52392308, + "TP": 32268, + "n_pred": 49987, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 0, + "IoU": 0.0, + "TN": 52551240, + "TP": 0, + "n_pred": 0, + "n_ref": 1880 + }, + "5": { + "Dice": 0.6587155963302752, + "FN": 2692, + "FP": 1028, + "IoU": 0.4911080711354309, + "TN": 52545810, + "TP": 3590, + "n_pred": 4618, + "n_ref": 6282 + }, + "6": { + "Dice": 0.7592564737975143, + "FN": 215048, + "FP": 138669, + "IoU": 0.6119366797111991, + "TN": 51641627, + "TP": 557776, + "n_pred": 696445, + "n_ref": 772824 + }, + "7": { + "Dice": 0.3196850848562622, + "FN": 154326, + "FP": 10549, + "IoU": 0.19025307814334055, + "TN": 52349507, + "TP": 38738, + "n_pred": 49287, + "n_ref": 193064 + }, + "8": { + "Dice": 0.7617063296139034, + "FN": 20963, + "FP": 3169, + "IoU": 0.6151257555700866, + "TN": 52490419, + "TP": 38569, + "n_pred": 41738, + "n_ref": 59532 + }, + "9": { + "Dice": 0.7540256614793883, + "FN": 22320, + "FP": 14066, + "IoU": 0.6051694952037849, + "TN": 52460964, + "TP": 55770, + "n_pred": 69836, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7892867781678945, + "FN": 56906, + "FP": 69004, + "IoU": 0.6519188557084644, + "TN": 143775524, + "TP": 235816, + "n_pred": 304820, + "n_ref": 292722 + }, + "10": { + "Dice": 0.6922474208853872, + "FN": 34667, + "FP": 21893, + "IoU": 0.5293412775022468, + "TN": 144017078, + "TP": 63612, + "n_pred": 85505, + "n_ref": 98279 + }, + "11": { + "Dice": 0.09607363727887243, + "FN": 6285, + "FP": 0, + "IoU": 0.05046079468197613, + "TN": 144130631, + "TP": 334, + "n_pred": 334, + "n_ref": 6619 + }, + "12": { + "Dice": 0.14697535474234502, + "FN": 5154, + "FP": 557, + "IoU": 0.079316459777527, + "TN": 144131047, + "TP": 492, + "n_pred": 1049, + "n_ref": 5646 + }, + "13": { + "Dice": 0.5347084587340037, + "FN": 60595, + "FP": 15469, + "IoU": 0.3649160891709109, + "TN": 144017480, + "TP": 43706, + "n_pred": 59175, + "n_ref": 104301 + }, + "14": { + "Dice": 0.20022357688075318, + "FN": 364240, + "FP": 2064, + "IoU": 0.11124913867564709, + "TN": 143725094, + "TP": 45852, + "n_pred": 47916, + "n_ref": 410092 + }, + "15": { + "Dice": 0.0, + "FN": 22666, + "FP": 0, + "IoU": 0.0, + "TN": 144114584, + "TP": 0, + "n_pred": 0, + "n_ref": 22666 + }, + "2": { + "Dice": 0.6787882662915631, + "FN": 10641, + "FP": 109930, + "IoU": 0.5137619118673049, + "TN": 143889283, + "TP": 127396, + "n_pred": 237326, + "n_ref": 138037 + }, + "3": { + "Dice": 0.472507840380664, + "FN": 119581, + "FP": 2362, + "IoU": 0.3093356894862341, + "TN": 143960691, + "TP": 54616, + "n_pred": 56978, + "n_ref": 174197 + }, + "4": { + "Dice": 0.8683022180393293, + "FN": 3195, + "FP": 11358, + "IoU": 0.7672562691914022, + "TN": 144074722, + "TP": 47975, + "n_pred": 59333, + "n_ref": 51170 + }, + "5": { + "Dice": 0.10676846278079577, + "FN": 30314, + "FP": 105, + "IoU": 0.056394825821261284, + "TN": 144105013, + "TP": 1818, + "n_pred": 1923, + "n_ref": 32132 + }, + "6": { + "Dice": 0.8080943353512704, + "FN": 46763, + "FP": 576300, + "IoU": 0.6779851454011057, + "TN": 142202361, + "TP": 1311826, + "n_pred": 1888126, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.6352349878227237, + "FN": 126211, + "FP": 14875, + "IoU": 0.4654537463627546, + "TN": 143873314, + "TP": 122850, + "n_pred": 137725, + "n_ref": 249061 + }, + "8": { + "Dice": 0.8205374416415574, + "FN": 55648, + "FP": 20232, + "IoU": 0.6956875704334086, + "TN": 143887901, + "TP": 173469, + "n_pred": 193701, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8229050338746903, + "FN": 17088, + "FP": 16214, + "IoU": 0.6990982525254351, + "TN": 144026576, + "TP": 77372, + "n_pred": 93586, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8680681124854401, + "FN": 18382, + "FP": 41083, + "IoU": 0.7668907661851467, + "TN": 111523825, + "TP": 195630, + "n_pred": 236713, + "n_ref": 214012 + }, + "10": { + "Dice": 0.3250594948693672, + "FN": 33299, + "FP": 19453, + "IoU": 0.19407226338705982, + "TN": 111713465, + "TP": 12703, + "n_pred": 32156, + "n_ref": 46002 + }, + "11": { + "Dice": 0.037745604963805586, + "FN": 3722, + "FP": 0, + "IoU": 0.019235836627140974, + "TN": 111775125, + "TP": 73, + "n_pred": 73, + "n_ref": 3795 + }, + "12": { + "Dice": 0.0, + "FN": 4660, + "FP": 131, + "IoU": 0.0, + "TN": 111774129, + "TP": 0, + "n_pred": 131, + "n_ref": 4660 + }, + "13": { + "Dice": 0.507428619734979, + "FN": 28933, + "FP": 17681, + "IoU": 0.3399694154961486, + "TN": 111708296, + "TP": 24010, + "n_pred": 41691, + "n_ref": 52943 + }, + "14": { + "Dice": 0.8462757202701109, + "FN": 9451, + "FP": 20530, + "IoU": 0.7335164346790394, + "TN": 111666414, + "TP": 82525, + "n_pred": 103055, + "n_ref": 91976 + }, + "15": { + "Dice": 0.0, + "FN": 10732, + "FP": 1008, + "IoU": 0.0, + "TN": 111767180, + "TP": 0, + "n_pred": 1008, + "n_ref": 10732 + }, + "2": { + "Dice": 0.9202231005439101, + "FN": 26802, + "FP": 4322, + "IoU": 0.8522344764066068, + "TN": 111568289, + "TP": 179507, + "n_pred": 183829, + "n_ref": 206309 + }, + "3": { + "Dice": 0.8373801820325966, + "FN": 8053, + "FP": 13459, + "IoU": 0.7202528024135868, + "TN": 111702022, + "TP": 55386, + "n_pred": 68845, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8812109246462653, + "FN": 2611, + "FP": 1721, + "IoU": 0.7876470588235294, + "TN": 111758520, + "TP": 16068, + "n_pred": 17789, + "n_ref": 18679 + }, + "5": { + "Dice": 0.0009080933822694767, + "FN": 26404, + "FP": 1, + "IoU": 0.0004542529431805277, + "TN": 111752503, + "TP": 12, + "n_pred": 13, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9078582488797776, + "FN": 152436, + "FP": 67262, + "IoU": 0.8312641174541463, + "TN": 110476897, + "TP": 1082325, + "n_pred": 1149587, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.4400521340018459, + "FN": 167827, + "FP": 11755, + "IoU": 0.2820941286523524, + "TN": 111528773, + "TP": 70565, + "n_pred": 82320, + "n_ref": 238392 + }, + "8": { + "Dice": 0.7276255143005625, + "FN": 116933, + "FP": 3088, + "IoU": 0.5718642761848367, + "TN": 111498586, + "TP": 160313, + "n_pred": 163401, + "n_ref": 277246 + }, + "9": { + "Dice": 0.7340187268949513, + "FN": 25935, + "FP": 13493, + "IoU": 0.5798021996760168, + "TN": 111685088, + "TP": 54404, + "n_pred": 67897, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.544698373820023, + "FN": 99133, + "FP": 11656, + "IoU": 0.37428555291991417, + "TN": 198910815, + "TP": 66271, + "n_pred": 77927, + "n_ref": 165404 + }, + "10": { + "Dice": 0.6865300955783975, + "FN": 20281, + "FP": 18846, + "IoU": 0.5226842984885267, + "TN": 199005902, + "TP": 42846, + "n_pred": 61692, + "n_ref": 63127 + }, + "11": { + "Dice": 0.1976461038961039, + "FN": 3948, + "FP": 6, + "IoU": 0.10965998648952939, + "TN": 199083434, + "TP": 487, + "n_pred": 493, + "n_ref": 4435 + }, + "12": { + "Dice": 0.14333333333333334, + "FN": 3077, + "FP": 7, + "IoU": 0.07719928186714542, + "TN": 199084533, + "TP": 258, + "n_pred": 265, + "n_ref": 3335 + }, + "13": { + "Dice": 0.1776865099065758, + "FN": 31657, + "FP": 4783, + "IoU": 0.09750600589444486, + "TN": 199047498, + "TP": 3937, + "n_pred": 8720, + "n_ref": 35594 + }, + "14": { + "Dice": 0.6102874467425382, + "FN": 20377, + "FP": 13558, + "IoU": 0.4391465309225531, + "TN": 199027369, + "TP": 26571, + "n_pred": 40129, + "n_ref": 46948 + }, + "15": { + "Dice": 0.0020475422480891944, + "FN": 138420, + "FP": 3898, + "IoU": 0.001024820305480683, + "TN": 198945411, + "TP": 146, + "n_pred": 4044, + "n_ref": 138566 + }, + "2": { + "Dice": 0.7330329797817378, + "FN": 7631, + "FP": 81194, + "IoU": 0.5785730552445296, + "TN": 198877103, + "TP": 121947, + "n_pred": 203141, + "n_ref": 129578 + }, + "3": { + "Dice": 0.569679721048993, + "FN": 82384, + "FP": 2893, + "IoU": 0.39828822217831844, + "TN": 198946151, + "TP": 56447, + "n_pred": 59340, + "n_ref": 138831 + }, + "4": { + "Dice": 0.641866465971401, + "FN": 8165, + "FP": 1828, + "IoU": 0.4726092463584547, + "TN": 199068927, + "TP": 8955, + "n_pred": 10783, + "n_ref": 17120 + }, + "5": { + "Dice": 0.13279219298645628, + "FN": 18612, + "FP": 405, + "IoU": 0.07111805792995653, + "TN": 199067402, + "TP": 1456, + "n_pred": 1861, + "n_ref": 20068 + }, + "6": { + "Dice": 0.820281878762322, + "FN": 59839, + "FP": 420049, + "IoU": 0.695320232855065, + "TN": 197512818, + "TP": 1095169, + "n_pred": 1515218, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.7250968214647081, + "FN": 52266, + "FP": 26524, + "IoU": 0.5687465790914067, + "TN": 198905175, + "TP": 103910, + "n_pred": 130434, + "n_ref": 156176 + }, + "8": { + "Dice": 0.902712819667837, + "FN": 11523, + "FP": 11504, + "IoU": 0.8226769034106223, + "TN": 198958016, + "TP": 106832, + "n_pred": 118336, + "n_ref": 118355 + }, + "9": { + "Dice": 0.8616522304769078, + "FN": 15311, + "FP": 12976, + "IoU": 0.7569323308270677, + "TN": 198971500, + "TP": 88088, + "n_pred": 101064, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8806173689513181, + "FN": 18741, + "FP": 26168, + "IoU": 0.7866991540920382, + "TN": 130864649, + "TP": 165634, + "n_pred": 191802, + "n_ref": 184375 + }, + "10": { + "Dice": 0.5912537052519571, + "FN": 20488, + "FP": 65558, + "IoU": 0.4197020481659574, + "TN": 130926913, + "TP": 62233, + "n_pred": 127791, + "n_ref": 82721 + }, + "11": { + "Dice": 0.19161147902869757, + "FN": 3637, + "FP": 25, + "IoU": 0.10595703125, + "TN": 131071096, + "TP": 434, + "n_pred": 459, + "n_ref": 4071 + }, + "12": { + "Dice": 0.5660818713450292, + "FN": 2457, + "FP": 882, + "IoU": 0.39477977161500816, + "TN": 131069675, + "TP": 2178, + "n_pred": 3060, + "n_ref": 4635 + }, + "13": { + "Dice": 0.27155953843642333, + "FN": 74355, + "FP": 10426, + "IoU": 0.15711246321482542, + "TN": 130974608, + "TP": 15803, + "n_pred": 26229, + "n_ref": 90158 + }, + "14": { + "Dice": 0.4553768318444596, + "FN": 22230, + "FP": 60013, + "IoU": 0.29481419237562806, + "TN": 130958566, + "TP": 34383, + "n_pred": 94396, + "n_ref": 56613 + }, + "15": { + "Dice": 0.6997944481031352, + "FN": 10046, + "FP": 4997, + "IoU": 0.5382183202357563, + "TN": 131042616, + "TP": 17533, + "n_pred": 22530, + "n_ref": 27579 + }, + "2": { + "Dice": 0.5134082890844945, + "FN": 102629, + "FP": 6605, + "IoU": 0.34535931104332346, + "TN": 130908331, + "TP": 57627, + "n_pred": 64232, + "n_ref": 160256 + }, + "3": { + "Dice": 0.5996677418957034, + "FN": 19875, + "FP": 207366, + "IoU": 0.4282324701335561, + "TN": 130677756, + "TP": 170195, + "n_pred": 377561, + "n_ref": 190070 + }, + "4": { + "Dice": 0.6662981196632277, + "FN": 28485, + "FP": 16184, + "IoU": 0.49958549919340384, + "TN": 130985928, + "TP": 44595, + "n_pred": 60779, + "n_ref": 73080 + }, + "5": { + "Dice": 0.24460260972716488, + "FN": 12637, + "FP": 99, + "IoU": 0.13934315448033519, + "TN": 131060394, + "TP": 2062, + "n_pred": 2161, + "n_ref": 14699 + }, + "6": { + "Dice": 0.7495451386183196, + "FN": 34741, + "FP": 923059, + "IoU": 0.5994179892188316, + "TN": 128684171, + "TP": 1433221, + "n_pred": 2356280, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.4393880837145602, + "FN": 445761, + "FP": 399926, + "IoU": 0.28154858945354544, + "TN": 129898095, + "TP": 331410, + "n_pred": 731336, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9065663119647028, + "FN": 16411, + "FP": 6629, + "IoU": 0.8291004035129361, + "TN": 130940376, + "TP": 111776, + "n_pred": 118405, + "n_ref": 128187 + }, + "9": { + "Dice": 0.5292192001197201, + "FN": 37252, + "FP": 13082, + "IoU": 0.3598219395866455, + "TN": 130996567, + "TP": 28291, + "n_pred": 41373, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8042302370667944, + "FN": 19948, + "FP": 75275, + "IoU": 0.6725627808935639, + "TN": 101326387, + "TP": 195590, + "n_pred": 270865, + "n_ref": 215538 + }, + "10": { + "Dice": 0.6121595208430967, + "FN": 19045, + "FP": 14886, + "IoU": 0.4410878123507223, + "TN": 101556491, + "TP": 26778, + "n_pred": 41664, + "n_ref": 45823 + }, + "11": { + "Dice": 0.2048868778280543, + "FN": 4393, + "FP": 0, + "IoU": 0.1141359144988909, + "TN": 101612241, + "TP": 566, + "n_pred": 566, + "n_ref": 4959 + }, + "12": { + "Dice": 0.07583102493074792, + "FN": 5271, + "FP": 67, + "IoU": 0.039409753464099334, + "TN": 101611643, + "TP": 219, + "n_pred": 286, + "n_ref": 5490 + }, + "13": { + "Dice": 0.59689303984606, + "FN": 21930, + "FP": 29604, + "IoU": 0.4254080813486754, + "TN": 101527512, + "TP": 38154, + "n_pred": 67758, + "n_ref": 60084 + }, + "14": { + "Dice": 0.9035207542104556, + "FN": 4555, + "FP": 7664, + "IoU": 0.8240199325978628, + "TN": 101547766, + "TP": 57215, + "n_pred": 64879, + "n_ref": 61770 + }, + "15": { + "Dice": 0.4761583445793972, + "FN": 22681, + "FP": 609, + "IoU": 0.3124723247232472, + "TN": 101583325, + "TP": 10585, + "n_pred": 11194, + "n_ref": 33266 + }, + "2": { + "Dice": 0.6794940726918288, + "FN": 54180, + "FP": 57291, + "IoU": 0.5145710130033009, + "TN": 101387566, + "TP": 118163, + "n_pred": 175454, + "n_ref": 172343 + }, + "3": { + "Dice": 0.6663043981660157, + "FN": 65071, + "FP": 43008, + "IoU": 0.49959255863914587, + "TN": 101401218, + "TP": 107903, + "n_pred": 150911, + "n_ref": 172974 + }, + "4": { + "Dice": 0.22936863343339403, + "FN": 6891, + "FP": 55749, + "IoU": 0.12954059086740224, + "TN": 101545238, + "TP": 9322, + "n_pred": 65071, + "n_ref": 16213 + }, + "5": { + "Dice": 0.193317139640974, + "FN": 27108, + "FP": 124, + "IoU": 0.10700114772913592, + "TN": 101586705, + "TP": 3263, + "n_pred": 3387, + "n_ref": 30371 + }, + "6": { + "Dice": 0.7952514853627917, + "FN": 232900, + "FP": 436919, + "IoU": 0.6600975022594401, + "TN": 99646579, + "TP": 1300802, + "n_pred": 1737721, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.7944498772394795, + "FN": 85811, + "FP": 91173, + "IoU": 0.6589936513135711, + "TN": 101098195, + "TP": 342021, + "n_pred": 433194, + "n_ref": 427832 + }, + "8": { + "Dice": 0.7690725262668668, + "FN": 80534, + "FP": 10393, + "IoU": 0.6247910966959235, + "TN": 101374863, + "TP": 151410, + "n_pred": 161803, + "n_ref": 231944 + }, + "9": { + "Dice": 0.8339985270710094, + "FN": 10787, + "FP": 17163, + "IoU": 0.7152636994325648, + "TN": 101519039, + "TP": 70211, + "n_pred": 87374, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4931044028192807, + "FN": 142117, + "FP": 713, + "IoU": 0.3272319620163729, + "TN": 118969910, + "TP": 69472, + "n_pred": 70185, + "n_ref": 211589 + }, + "10": { + "Dice": 0.6110535405872194, + "FN": 34754, + "FP": 23798, + "IoU": 0.43994031335488687, + "TN": 119077666, + "TP": 45994, + "n_pred": 69792, + "n_ref": 80748 + }, + "11": { + "Dice": 0.0, + "FN": 4038, + "FP": 0, + "IoU": 0.0, + "TN": 119178174, + "TP": 0, + "n_pred": 0, + "n_ref": 4038 + }, + "12": { + "Dice": 0.05365968463167804, + "FN": 4021, + "FP": 0, + "IoU": 0.027569528415961306, + "TN": 119178077, + "TP": 114, + "n_pred": 114, + "n_ref": 4135 + }, + "13": { + "Dice": 0.43440549331405853, + "FN": 21055, + "FP": 10245, + "IoU": 0.2774699907663897, + "TN": 119138892, + "TP": 12020, + "n_pred": 22265, + "n_ref": 33075 + }, + "14": { + "Dice": 0.08274829991857215, + "FN": 62107, + "FP": 21251, + "IoU": 0.043159852154549004, + "TN": 119095094, + "TP": 3760, + "n_pred": 25011, + "n_ref": 65867 + }, + "15": { + "Dice": 0.015947336702053682, + "FN": 20548, + "FP": 679, + "IoU": 0.008037758773774476, + "TN": 119160813, + "TP": 172, + "n_pred": 851, + "n_ref": 20720 + }, + "2": { + "Dice": 0.7348224817819718, + "FN": 76061, + "FP": 8690, + "IoU": 0.5808058325419436, + "TN": 118980036, + "TP": 117425, + "n_pred": 126115, + "n_ref": 193486 + }, + "3": { + "Dice": 0.8028928641909383, + "FN": 24091, + "FP": 60806, + "IoU": 0.670694242957883, + "TN": 118924406, + "TP": 172909, + "n_pred": 233715, + "n_ref": 197000 + }, + "4": { + "Dice": 0.37592951965515464, + "FN": 32392, + "FP": 3947, + "IoU": 0.23147364859148972, + "TN": 119134928, + "TP": 10945, + "n_pred": 14892, + "n_ref": 43337 + }, + "5": { + "Dice": 0.5500663263255215, + "FN": 10880, + "FP": 313, + "IoU": 0.3793734405322983, + "TN": 119164177, + "TP": 6842, + "n_pred": 7155, + "n_ref": 17722 + }, + "6": { + "Dice": 0.8909847137265854, + "FN": 32132, + "FP": 385529, + "IoU": 0.8034016525782348, + "TN": 117057774, + "TP": 1706777, + "n_pred": 2092306, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.5984762935360287, + "FN": 126179, + "FP": 103872, + "IoU": 0.42701831640506305, + "TN": 118780714, + "TP": 171447, + "n_pred": 275319, + "n_ref": 297626 + }, + "8": { + "Dice": 0.8937215519109891, + "FN": 14129, + "FP": 2052, + "IoU": 0.8078631138975967, + "TN": 119097996, + "TP": 68035, + "n_pred": 70087, + "n_ref": 82164 + }, + "9": { + "Dice": 0.7579407479358912, + "FN": 30900, + "FP": 3988, + "IoU": 0.6102291389692657, + "TN": 119092703, + "TP": 54621, + "n_pred": 58609, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 6740, + "IoU": 0.0, + "TN": 61325740, + "TP": 0, + "n_pred": 6740, + "n_ref": 0 + }, + "10": { + "Dice": 0.5361662788102904, + "FN": 17609, + "FP": 11491, + "IoU": 0.3662753979834056, + "TN": 61286561, + "TP": 16819, + "n_pred": 28310, + "n_ref": 34428 + }, + "11": { + "Dice": 0.026053639846743294, + "FN": 3813, + "FP": 0, + "IoU": 0.013198757763975156, + "TN": 61328616, + "TP": 51, + "n_pred": 51, + "n_ref": 3864 + }, + "12": { + "Dice": 0.0, + "FN": 4850, + "FP": 0, + "IoU": 0.0, + "TN": 61327630, + "TP": 0, + "n_pred": 0, + "n_ref": 4850 + }, + "13": { + "Dice": 0.19851995696328759, + "FN": 45131, + "FP": 15953, + "IoU": 0.11019825489082143, + "TN": 61263831, + "TP": 7565, + "n_pred": 23518, + "n_ref": 52696 + }, + "14": { + "Dice": 0.6809161853129383, + "FN": 129530, + "FP": 2661, + "IoU": 0.516203881611934, + "TN": 61059243, + "TP": 141046, + "n_pred": 143707, + "n_ref": 270576 + }, + "15": { + "Dice": 0.08248687708773604, + "FN": 93993, + "FP": 220, + "IoU": 0.04301763367463026, + "TN": 61234032, + "TP": 4235, + "n_pred": 4455, + "n_ref": 98228 + }, + "2": { + "Dice": 0.4945887445887446, + "FN": 107016, + "FP": 3196, + "IoU": 0.32854061826024444, + "TN": 61168342, + "TP": 53926, + "n_pred": 57122, + "n_ref": 160942 + }, + "3": { + "Dice": 0.6262911522633745, + "FN": 6894, + "FP": 138404, + "IoU": 0.455912585330782, + "TN": 61065431, + "TP": 121751, + "n_pred": 260155, + "n_ref": 128645 + }, + "4": { + "Dice": 0.7965479589017668, + "FN": 11915, + "FP": 3550, + "IoU": 0.6618859179256215, + "TN": 61286741, + "TP": 30274, + "n_pred": 33824, + "n_ref": 42189 + }, + "5": { + "Dice": 0.20274661914246778, + "FN": 7605, + "FP": 0, + "IoU": 0.11280914605692954, + "TN": 61323908, + "TP": 967, + "n_pred": 967, + "n_ref": 8572 + }, + "6": { + "Dice": 0.8700191326908382, + "FN": 31070, + "FP": 320026, + "IoU": 0.769941472338931, + "TN": 59806364, + "TP": 1175020, + "n_pred": 1495046, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.28839740097529865, + "FN": 160818, + "FP": 53400, + "IoU": 0.16849553812294518, + "TN": 61074853, + "TP": 43409, + "n_pred": 96809, + "n_ref": 204227 + }, + "8": { + "Dice": 0.6420726434130873, + "FN": 37666, + "FP": 12000, + "IoU": 0.47283283623279165, + "TN": 61238267, + "TP": 44547, + "n_pred": 56547, + "n_ref": 82213 + }, + "9": { + "Dice": 0.7023301458338088, + "FN": 17213, + "FP": 21916, + "IoU": 0.5412240590925079, + "TN": 61247190, + "TP": 46161, + "n_pred": 68077, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8938554647085214, + "FN": 30717, + "FP": 4062, + "IoU": 0.8080819786113962, + "TN": 148926282, + "TP": 146439, + "n_pred": 150501, + "n_ref": 177156 + }, + "10": { + "Dice": 0.7451429213388475, + "FN": 19740, + "FP": 16557, + "IoU": 0.5938070032117638, + "TN": 149018141, + "TP": 53062, + "n_pred": 69619, + "n_ref": 72802 + }, + "11": { + "Dice": 0.023529411764705882, + "FN": 2573, + "FP": 0, + "IoU": 0.011904761904761904, + "TN": 149104896, + "TP": 31, + "n_pred": 31, + "n_ref": 2604 + }, + "12": { + "Dice": 0.0, + "FN": 2097, + "FP": 0, + "IoU": 0.0, + "TN": 149105403, + "TP": 0, + "n_pred": 0, + "n_ref": 2097 + }, + "13": { + "Dice": 0.3085092857911259, + "FN": 68594, + "FP": 2113, + "IoU": 0.18238899167437558, + "TN": 149021020, + "TP": 15773, + "n_pred": 17886, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8315057768997567, + "FN": 13937, + "FP": 18132, + "IoU": 0.7116045252612457, + "TN": 148996302, + "TP": 79129, + "n_pred": 97261, + "n_ref": 93066 + }, + "15": { + "Dice": 0.7635402906208718, + "FN": 14056, + "FP": 801, + "IoU": 0.6175213675213675, + "TN": 149068656, + "TP": 23987, + "n_pred": 24788, + "n_ref": 38043 + }, + "2": { + "Dice": 0.9435478036582106, + "FN": 7020, + "FP": 10927, + "IoU": 0.8931287254884447, + "TN": 148939569, + "TP": 149984, + "n_pred": 160911, + "n_ref": 157004 + }, + "3": { + "Dice": 0.315403085584964, + "FN": 42944, + "FP": 31471, + "IoU": 0.18722762869032405, + "TN": 149015943, + "TP": 17142, + "n_pred": 48613, + "n_ref": 60086 + }, + "4": { + "Dice": 0.8859206650256245, + "FN": 3879, + "FP": 1775, + "IoU": 0.7952042886119965, + "TN": 149079892, + "TP": 21954, + "n_pred": 23729, + "n_ref": 25833 + }, + "5": { + "Dice": 0.0, + "FN": 33716, + "FP": 0, + "IoU": 0.0, + "TN": 149073784, + "TP": 0, + "n_pred": 0, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9325501547006517, + "FN": 73143, + "FP": 76275, + "IoU": 0.8736243288687103, + "TN": 147925168, + "TP": 1032914, + "n_pred": 1109189, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.4286977796041442, + "FN": 196369, + "FP": 13560, + "IoU": 0.2728296148503774, + "TN": 148818807, + "TP": 78764, + "n_pred": 92324, + "n_ref": 275133 + }, + "8": { + "Dice": 0.8635650527454694, + "FN": 53474, + "FP": 2010, + "IoU": 0.7598895606226496, + "TN": 148876423, + "TP": 175593, + "n_pred": 177603, + "n_ref": 229067 + }, + "9": { + "Dice": 0.6978444708337832, + "FN": 39006, + "FP": 2977, + "IoU": 0.5359148390519985, + "TN": 149017036, + "TP": 48481, + "n_pred": 51458, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.15733682684763356, + "FN": 471088, + "FP": 393, + "IoU": 0.0853855599547621, + "TN": 100197303, + "TP": 44016, + "n_pred": 44409, + "n_ref": 515104 + }, + "10": { + "Dice": 0.16989921233166766, + "FN": 33456, + "FP": 15549, + "IoU": 0.09283598667160312, + "TN": 100658780, + "TP": 5015, + "n_pred": 20564, + "n_ref": 38471 + }, + "11": { + "Dice": 0.0, + "FN": 3481, + "FP": 0, + "IoU": 0.0, + "TN": 100709319, + "TP": 0, + "n_pred": 0, + "n_ref": 3481 + }, + "12": { + "Dice": 0.0, + "FN": 5873, + "FP": 0, + "IoU": 0.0, + "TN": 100706927, + "TP": 0, + "n_pred": 0, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0, + "FN": 39155, + "FP": 3778, + "IoU": 0.0, + "TN": 100669867, + "TP": 0, + "n_pred": 3778, + "n_ref": 39155 + }, + "14": { + "Dice": 0.3923112552107457, + "FN": 109851, + "FP": 26597, + "IoU": 0.24402189570728897, + "TN": 100532308, + "TP": 44044, + "n_pred": 70641, + "n_ref": 153895 + }, + "15": { + "Dice": 0.18133313293755166, + "FN": 85614, + "FP": 1538, + "IoU": 0.09970662369323581, + "TN": 100615996, + "TP": 9652, + "n_pred": 11190, + "n_ref": 95266 + }, + "2": { + "Dice": 0.030434815435608206, + "FN": 229125, + "FP": 27707, + "IoU": 0.015452555555981492, + "TN": 100451937, + "TP": 4031, + "n_pred": 31738, + "n_ref": 233156 + }, + "3": { + "Dice": 0.5288941243997424, + "FN": 65455, + "FP": 216891, + "IoU": 0.35952145469063324, + "TN": 100271964, + "TP": 158490, + "n_pred": 375381, + "n_ref": 223945 + }, + "4": { + "Dice": 0.1588850395702889, + "FN": 52653, + "FP": 275, + "IoU": 0.0862982719629879, + "TN": 100654873, + "TP": 4999, + "n_pred": 5274, + "n_ref": 57652 + }, + "5": { + "Dice": 0.0, + "FN": 16473, + "FP": 0, + "IoU": 0.0, + "TN": 100696327, + "TP": 0, + "n_pred": 0, + "n_ref": 16473 + }, + "6": { + "Dice": 0.3862356974876854, + "FN": 1385177, + "FP": 817013, + "IoU": 0.23933835745802043, + "TN": 97817702, + "TP": 692908, + "n_pred": 1509921, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.07365611791481522, + "FN": 161424, + "FP": 112092, + "IoU": 0.038236224902422726, + "TN": 100428410, + "TP": 10874, + "n_pred": 122966, + "n_ref": 172298 + }, + "8": { + "Dice": 0.8450023555873011, + "FN": 22597, + "FP": 8000, + "IoU": 0.7316052631578948, + "TN": 100598800, + "TP": 83403, + "n_pred": 91403, + "n_ref": 106000 + }, + "9": { + "Dice": 0.48932412277258813, + "FN": 64454, + "FP": 13612, + "IoU": 0.32391072774039337, + "TN": 100597333, + "TP": 37401, + "n_pred": 51013, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8275690381777122, + "FN": 8024, + "FP": 21067, + "IoU": 0.7058573725240392, + "TN": 78851799, + "TP": 69810, + "n_pred": 90877, + "n_ref": 77834 + }, + "10": { + "Dice": 0.5140562248995983, + "FN": 23136, + "FP": 6751, + "IoU": 0.34594594594594597, + "TN": 78905005, + "TP": 15808, + "n_pred": 22559, + "n_ref": 38944 + }, + "11": { + "Dice": 0.13496932515337423, + "FN": 1269, + "FP": 0, + "IoU": 0.07236842105263158, + "TN": 78949332, + "TP": 99, + "n_pred": 99, + "n_ref": 1368 + }, + "12": { + "Dice": 0.0, + "FN": 2560, + "FP": 0, + "IoU": 0.0, + "TN": 78948140, + "TP": 0, + "n_pred": 0, + "n_ref": 2560 + }, + "13": { + "Dice": 0.12679150538759285, + "FN": 55163, + "FP": 3266, + "IoU": 0.06768680889087457, + "TN": 78888029, + "TP": 4242, + "n_pred": 7508, + "n_ref": 59405 + }, + "14": { + "Dice": 0.4676914786929905, + "FN": 11646, + "FP": 23917, + "IoU": 0.3052201773922557, + "TN": 78899514, + "TP": 15623, + "n_pred": 39540, + "n_ref": 27269 + }, + "15": { + "Dice": 0.8129330712569738, + "FN": 18174, + "FP": 670, + "IoU": 0.6848249678034422, + "TN": 78890911, + "TP": 40945, + "n_pred": 41615, + "n_ref": 59119 + }, + "2": { + "Dice": 0.7712327950902699, + "FN": 35403, + "FP": 2991, + "IoU": 0.627647606486151, + "TN": 78847588, + "TP": 64718, + "n_pred": 67709, + "n_ref": 100121 + }, + "3": { + "Dice": 0.866524987195865, + "FN": 11080, + "FP": 11593, + "IoU": 0.7644853017554794, + "TN": 78854430, + "TP": 73597, + "n_pred": 85190, + "n_ref": 84677 + }, + "4": { + "Dice": 0.5983415001884659, + "FN": 9191, + "FP": 1465, + "IoU": 0.42688108427902977, + "TN": 78932107, + "TP": 7937, + "n_pred": 9402, + "n_ref": 17128 + }, + "5": { + "Dice": 0.0, + "FN": 34798, + "FP": 0, + "IoU": 0.0, + "TN": 78915902, + "TP": 0, + "n_pred": 0, + "n_ref": 34798 + }, + "6": { + "Dice": 0.8034333738457968, + "FN": 182538, + "FP": 74133, + "IoU": 0.6714489241840658, + "TN": 78169479, + "TP": 524550, + "n_pred": 598683, + "n_ref": 707088 + }, + "7": { + "Dice": 0.17918591859185917, + "FN": 649853, + "FP": 3002, + "IoU": 0.09840978297646093, + "TN": 78226585, + "TP": 71260, + "n_pred": 74262, + "n_ref": 721113 + }, + "8": { + "Dice": 0.5681589488449663, + "FN": 199267, + "FP": 1150, + "IoU": 0.3968030867578809, + "TN": 78618442, + "TP": 131841, + "n_pred": 132991, + "n_ref": 331108 + }, + "9": { + "Dice": 0.22932784759178929, + "FN": 49356, + "FP": 2343, + "IoU": 0.12951457291508814, + "TN": 78891309, + "TP": 7692, + "n_pred": 10035, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.961235813454042, + "FN": 9003, + "FP": 2224, + "IoU": 0.9253647997340868, + "TN": 104854015, + "TP": 139198, + "n_pred": 141422, + "n_ref": 148201 + }, + "10": { + "Dice": 0.6627685554754655, + "FN": 25629, + "FP": 37063, + "IoU": 0.4956274085456608, + "TN": 104880143, + "TP": 61605, + "n_pred": 98668, + "n_ref": 87234 + }, + "11": { + "Dice": 0.030916117299386224, + "FN": 4263, + "FP": 0, + "IoU": 0.01570076194874163, + "TN": 105000109, + "TP": 68, + "n_pred": 68, + "n_ref": 4331 + }, + "12": { + "Dice": 0.1960098004900245, + "FN": 4273, + "FP": 321, + "IoU": 0.1086534730306558, + "TN": 104999286, + "TP": 560, + "n_pred": 881, + "n_ref": 4833 + }, + "13": { + "Dice": 0.5788104654700335, + "FN": 39767, + "FP": 15611, + "IoU": 0.40727183208639717, + "TN": 104911011, + "TP": 38051, + "n_pred": 53662, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9428367803439248, + "FN": 3274, + "FP": 4827, + "IoU": 0.8918554512808875, + "TN": 104929531, + "TP": 66808, + "n_pred": 71635, + "n_ref": 70082 + }, + "15": { + "Dice": 0.48239895697522817, + "FN": 16405, + "FP": 666, + "IoU": 0.3178694158075601, + "TN": 104979414, + "TP": 7955, + "n_pred": 8621, + "n_ref": 24360 + }, + "2": { + "Dice": 0.713314245622958, + "FN": 13670, + "FP": 112593, + "IoU": 0.5543810858217778, + "TN": 104721097, + "TP": 157080, + "n_pred": 269673, + "n_ref": 170750 + }, + "3": { + "Dice": 0.3151653871218985, + "FN": 123801, + "FP": 5454, + "IoU": 0.18706013321006057, + "TN": 104845443, + "TP": 29742, + "n_pred": 35196, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 9468, + "IoU": 0.0, + "TN": 104994972, + "TP": 0, + "n_pred": 9468, + "n_ref": 0 + }, + "5": { + "Dice": 0.048525477413204586, + "FN": 29291, + "FP": 1650, + "IoU": 0.024866057358966277, + "TN": 104972710, + "TP": 789, + "n_pred": 2439, + "n_ref": 30080 + }, + "6": { + "Dice": 0.8049842147383441, + "FN": 30838, + "FP": 553026, + "IoU": 0.6736180598334841, + "TN": 103215542, + "TP": 1205034, + "n_pred": 1758060, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.7759212312104684, + "FN": 48289, + "FP": 56717, + "IoU": 0.6338817819524492, + "TN": 104717631, + "TP": 181803, + "n_pred": 238520, + "n_ref": 230092 + }, + "8": { + "Dice": 0.7413228954284771, + "FN": 148566, + "FP": 3301, + "IoU": 0.5889698737952631, + "TN": 104634961, + "TP": 217612, + "n_pred": 220913, + "n_ref": 366178 + }, + "9": { + "Dice": 0.8055495430812846, + "FN": 17260, + "FP": 19573, + "IoU": 0.6744101761736809, + "TN": 104891313, + "TP": 76294, + "n_pred": 95867, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.586635804633981, + "FN": 242483, + "FP": 5037, + "IoU": 0.41506343981075583, + "TN": 177253131, + "TP": 175637, + "n_pred": 180674, + "n_ref": 418120 + }, + "10": { + "Dice": 0.27494518497894405, + "FN": 52211, + "FP": 51954, + "IoU": 0.15938344833151757, + "TN": 177552373, + "TP": 19750, + "n_pred": 71704, + "n_ref": 71961 + }, + "11": { + "Dice": 0.11360476663356504, + "FN": 4457, + "FP": 6, + "IoU": 0.060223204885238996, + "TN": 177671539, + "TP": 286, + "n_pred": 292, + "n_ref": 4743 + }, + "12": { + "Dice": 0.0, + "FN": 5198, + "FP": 52, + "IoU": 0.0, + "TN": 177671038, + "TP": 0, + "n_pred": 52, + "n_ref": 5198 + }, + "13": { + "Dice": 0.5588615990674116, + "FN": 42326, + "FP": 12545, + "IoU": 0.3877917615031017, + "TN": 177586660, + "TP": 34757, + "n_pred": 47302, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9290462245419713, + "FN": 6292, + "FP": 4393, + "IoU": 0.8674942334879338, + "TN": 177595650, + "TP": 69953, + "n_pred": 74346, + "n_ref": 76245 + }, + "15": { + "Dice": 0.09738441576179745, + "FN": 21743, + "FP": 4691, + "IoU": 0.05118449389806174, + "TN": 177648428, + "TP": 1426, + "n_pred": 6117, + "n_ref": 23169 + }, + "2": { + "Dice": 0.6639578898422686, + "FN": 31593, + "FP": 153417, + "IoU": 0.49695880451244345, + "TN": 177308505, + "TP": 182773, + "n_pred": 336190, + "n_ref": 214366 + }, + "3": { + "Dice": 0.27940319338326547, + "FN": 171811, + "FP": 9930, + "IoU": 0.1623873718170296, + "TN": 177459313, + "TP": 35234, + "n_pred": 45164, + "n_ref": 207045 + }, + "4": { + "Dice": 0.7138981609971371, + "FN": 5881, + "FP": 17004, + "IoU": 0.5550868052180337, + "TN": 177624851, + "TP": 28552, + "n_pred": 45556, + "n_ref": 34433 + }, + "5": { + "Dice": 0.21803099515175295, + "FN": 27291, + "FP": 612, + "IoU": 0.12235397729059856, + "TN": 177644495, + "TP": 3890, + "n_pred": 4502, + "n_ref": 31181 + }, + "6": { + "Dice": 0.7680862675027821, + "FN": 188391, + "FP": 788175, + "IoU": 0.6234903039401881, + "TN": 175082554, + "TP": 1617168, + "n_pred": 2405343, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.7097248001403037, + "FN": 76818, + "FP": 161520, + "IoU": 0.5500569182585845, + "TN": 177146581, + "TP": 291369, + "n_pred": 452889, + "n_ref": 368187 + }, + "8": { + "Dice": 0.8027786452660944, + "FN": 46496, + "FP": 28655, + "IoU": 0.67053485313459, + "TN": 177448188, + "TP": 152949, + "n_pred": 181604, + "n_ref": 199445 + }, + "9": { + "Dice": 0.7898471913545444, + "FN": 26652, + "FP": 31123, + "IoU": 0.6526838476197346, + "TN": 177509941, + "TP": 108572, + "n_pred": 139695, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8822280924967622, + "FN": 32433, + "FP": 8851, + "IoU": 0.7892738103137618, + "TN": 193809622, + "TP": 154629, + "n_pred": 163480, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8454493589166141, + "FN": 16656, + "FP": 9079, + "IoU": 0.7322756827048115, + "TN": 193909410, + "TP": 70390, + "n_pred": 79469, + "n_ref": 87046 + }, + "11": { + "Dice": 0.0076824583866837385, + "FN": 3100, + "FP": 0, + "IoU": 0.0038560411311053984, + "TN": 194002423, + "TP": 12, + "n_pred": 12, + "n_ref": 3112 + }, + "12": { + "Dice": 0.33396584440227706, + "FN": 3158, + "FP": 1, + "IoU": 0.20045558086560364, + "TN": 194001584, + "TP": 792, + "n_pred": 793, + "n_ref": 3950 + }, + "13": { + "Dice": 0.5258950709114351, + "FN": 40364, + "FP": 7440, + "IoU": 0.3567555202712704, + "TN": 193931218, + "TP": 26513, + "n_pred": 33953, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8688687208492757, + "FN": 5392, + "FP": 15891, + "IoU": 0.7681413615417297, + "TN": 193913742, + "TP": 70510, + "n_pred": 86401, + "n_ref": 75902 + }, + "15": { + "Dice": 0.7839541835171184, + "FN": 5361, + "FP": 3240, + "IoU": 0.6446748739981822, + "TN": 193981329, + "TP": 15605, + "n_pred": 18845, + "n_ref": 20966 + }, + "2": { + "Dice": 0.7013565132092773, + "FN": 7341, + "FP": 104696, + "IoU": 0.5400685564153616, + "TN": 193761940, + "TP": 131558, + "n_pred": 236254, + "n_ref": 138899 + }, + "3": { + "Dice": 0.26167642613080644, + "FN": 113954, + "FP": 2298, + "IoU": 0.15053378442562457, + "TN": 193868682, + "TP": 20601, + "n_pred": 22899, + "n_ref": 134555 + }, + "4": { + "Dice": 0.8690148454987522, + "FN": 4141, + "FP": 950, + "IoU": 0.7683698075435643, + "TN": 193983556, + "TP": 16888, + "n_pred": 17838, + "n_ref": 21029 + }, + "5": { + "Dice": 0.13250504130618618, + "FN": 25233, + "FP": 1439, + "IoU": 0.07095335957365285, + "TN": 193976826, + "TP": 2037, + "n_pred": 3476, + "n_ref": 27270 + }, + "6": { + "Dice": 0.897516257607271, + "FN": 90201, + "FP": 205539, + "IoU": 0.8140857076580419, + "TN": 192414802, + "TP": 1294993, + "n_pred": 1500532, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.7449029193505161, + "FN": 120459, + "FP": 17560, + "IoU": 0.5935022324847142, + "TN": 193666003, + "TP": 201513, + "n_pred": 219073, + "n_ref": 321972 + }, + "8": { + "Dice": 0.7557295485625702, + "FN": 92470, + "FP": 3807, + "IoU": 0.6073675925435037, + "TN": 193760326, + "TP": 148932, + "n_pred": 152739, + "n_ref": 241402 + }, + "9": { + "Dice": 0.675729895019769, + "FN": 46376, + "FP": 3571, + "IoU": 0.5102659136368984, + "TN": 193903547, + "TP": 52041, + "n_pred": 55612, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.879182788298796, + "FN": 4589, + "FP": 25606, + "IoU": 0.784412283394855, + "TN": 99515741, + "TP": 109864, + "n_pred": 135470, + "n_ref": 114453 + }, + "10": { + "Dice": 0.7173295569492211, + "FN": 27363, + "FP": 7568, + "IoU": 0.5592469685690131, + "TN": 99576547, + "TP": 44322, + "n_pred": 51890, + "n_ref": 71685 + }, + "11": { + "Dice": 0.0, + "FN": 3642, + "FP": 0, + "IoU": 0.0, + "TN": 99652158, + "TP": 0, + "n_pred": 0, + "n_ref": 3642 + }, + "12": { + "Dice": 0.0, + "FN": 3568, + "FP": 35, + "IoU": 0.0, + "TN": 99652197, + "TP": 0, + "n_pred": 35, + "n_ref": 3568 + }, + "13": { + "Dice": 0.33453128244445507, + "FN": 34959, + "FP": 6704, + "IoU": 0.2008631437613887, + "TN": 99603665, + "TP": 10472, + "n_pred": 17176, + "n_ref": 45431 + }, + "14": { + "Dice": 0.35730703525392143, + "FN": 31133, + "FP": 51633, + "IoU": 0.21751297590122243, + "TN": 99550027, + "TP": 23007, + "n_pred": 74640, + "n_ref": 54140 + }, + "15": { + "Dice": 0.0856172573779117, + "FN": 36157, + "FP": 2077, + "IoU": 0.044723166100339794, + "TN": 99615776, + "TP": 1790, + "n_pred": 3867, + "n_ref": 37947 + }, + "2": { + "Dice": 0.7970184199075897, + "FN": 37819, + "FP": 1367, + "IoU": 0.6625358468467692, + "TN": 99539681, + "TP": 76933, + "n_pred": 78300, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9253668878983256, + "FN": 6621, + "FP": 12282, + "IoU": 0.8611002931861769, + "TN": 99519709, + "TP": 117188, + "n_pred": 129470, + "n_ref": 123809 + }, + "4": { + "Dice": 0.5604325861237338, + "FN": 7868, + "FP": 9447, + "IoU": 0.38930624625260113, + "TN": 99627447, + "TP": 11038, + "n_pred": 20485, + "n_ref": 18906 + }, + "5": { + "Dice": 0.36277346915152214, + "FN": 5399, + "FP": 106, + "IoU": 0.22157805429864252, + "TN": 99648728, + "TP": 1567, + "n_pred": 1673, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9443489297954659, + "FN": 49854, + "FP": 103867, + "IoU": 0.8945654075001286, + "TN": 98197825, + "TP": 1304254, + "n_pred": 1408121, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.7653643279502818, + "FN": 35077, + "FP": 45793, + "IoU": 0.6199110760177848, + "TN": 99443034, + "TP": 131896, + "n_pred": 177689, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9422798533895956, + "FN": 9143, + "FP": 2101, + "IoU": 0.890859322675519, + "TN": 99552777, + "TP": 91779, + "n_pred": 93880, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9078981894515875, + "FN": 14224, + "FP": 2273, + "IoU": 0.8313310908217203, + "TN": 99557993, + "TP": 81310, + "n_pred": 83583, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5653644137965906, + "FN": 268022, + "FP": 7038, + "IoU": 0.3940822458564266, + "TN": 62629564, + "TP": 178896, + "n_pred": 185934, + "n_ref": 446918 + }, + "10": { + "Dice": 0.7262913640032284, + "FN": 13253, + "FP": 30155, + "IoU": 0.5702178217821782, + "TN": 62982520, + "TP": 57592, + "n_pred": 87747, + "n_ref": 70845 + }, + "11": { + "Dice": 0.3583256669733211, + "FN": 2766, + "FP": 24, + "IoU": 0.21826842252731857, + "TN": 63079951, + "TP": 779, + "n_pred": 803, + "n_ref": 3545 + }, + "12": { + "Dice": 0.4416277518345564, + "FN": 2509, + "FP": 2, + "IoU": 0.2833904109589041, + "TN": 63080016, + "TP": 993, + "n_pred": 995, + "n_ref": 3502 + }, + "13": { + "Dice": 0.33713594784985806, + "FN": 32829, + "FP": 17607, + "IoU": 0.20274414340362304, + "TN": 63020258, + "TP": 12826, + "n_pred": 30433, + "n_ref": 45655 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6382652751252731, + "FN": 3157, + "FP": 133786, + "IoU": 0.4687148410524601, + "TN": 62825762, + "TP": 120815, + "n_pred": 254601, + "n_ref": 123972 + }, + "3": { + "Dice": 0.007294248196781949, + "FN": 127096, + "FP": 7093, + "IoU": 0.0036604743024309114, + "TN": 62948838, + "TP": 493, + "n_pred": 7586, + "n_ref": 127589 + }, + "4": { + "Dice": 0.0, + "FN": 18029, + "FP": 0, + "IoU": 0.0, + "TN": 63065491, + "TP": 0, + "n_pred": 0, + "n_ref": 18029 + }, + "5": { + "Dice": 0.10746102449888642, + "FN": 15989, + "FP": 41, + "IoU": 0.0567814062959694, + "TN": 63066525, + "TP": 965, + "n_pred": 1006, + "n_ref": 16954 + }, + "6": { + "Dice": 0.7788499879709337, + "FN": 194070, + "FP": 337246, + "IoU": 0.6378004178837902, + "TN": 61616605, + "TP": 935599, + "n_pred": 1272845, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.6289985213428497, + "FN": 63285, + "FP": 46862, + "IoU": 0.4587876316216176, + "TN": 62880001, + "TP": 93372, + "n_pred": 140234, + "n_ref": 156657 + }, + "8": { + "Dice": 0.8517930847484861, + "FN": 27139, + "FP": 2377, + "IoU": 0.7418463287707177, + "TN": 62969185, + "TP": 84819, + "n_pred": 87196, + "n_ref": 111958 + }, + "9": { + "Dice": 0.825241474128188, + "FN": 7475, + "FP": 7524, + "IoU": 0.7024775355563049, + "TN": 63033107, + "TP": 35414, + "n_pred": 42938, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6749586019583431, + "FN": 148226, + "FP": 9984, + "IoU": 0.5093868032771635, + "TN": 109286344, + "TP": 164264, + "n_pred": 174248, + "n_ref": 312490 + }, + "10": { + "Dice": 0.48849587394588206, + "FN": 47408, + "FP": 37449, + "IoU": 0.3231852732159806, + "TN": 109483441, + "TP": 40520, + "n_pred": 77969, + "n_ref": 87928 + }, + "11": { + "Dice": 0.10119047619047619, + "FN": 4228, + "FP": 0, + "IoU": 0.05329153605015674, + "TN": 109604352, + "TP": 238, + "n_pred": 238, + "n_ref": 4466 + }, + "12": { + "Dice": 0.16536661466458658, + "FN": 3710, + "FP": 35, + "IoU": 0.09013605442176871, + "TN": 109604702, + "TP": 371, + "n_pred": 406, + "n_ref": 4081 + }, + "13": { + "Dice": 0.15894832275611967, + "FN": 72013, + "FP": 20755, + "IoU": 0.08633561171627238, + "TN": 109507284, + "TP": 8766, + "n_pred": 29521, + "n_ref": 80779 + }, + "14": { + "Dice": 0.38562021406662234, + "FN": 60960, + "FP": 53612, + "IoU": 0.23886585884353742, + "TN": 109458290, + "TP": 35956, + "n_pred": 89568, + "n_ref": 96916 + }, + "15": { + "Dice": 0.42763446200590144, + "FN": 74266, + "FP": 4100, + "IoU": 0.2719688594494663, + "TN": 109501177, + "TP": 29275, + "n_pred": 33375, + "n_ref": 103541 + }, + "2": { + "Dice": 0.6147396786171534, + "FN": 117790, + "FP": 2877, + "IoU": 0.44377195327697316, + "TN": 109391880, + "TP": 96271, + "n_pred": 99148, + "n_ref": 214061 + }, + "3": { + "Dice": 0.7482375673323035, + "FN": 14892, + "FP": 140421, + "IoU": 0.597747262423985, + "TN": 109222710, + "TP": 230795, + "n_pred": 371216, + "n_ref": 245687 + }, + "4": { + "Dice": 0.4455486630560846, + "FN": 29353, + "FP": 22756, + "IoU": 0.28662760452317715, + "TN": 109535772, + "TP": 20937, + "n_pred": 43693, + "n_ref": 50290 + }, + "5": { + "Dice": 0.2853345841150719, + "FN": 8727, + "FP": 415, + "IoU": 0.16640831585666088, + "TN": 109597851, + "TP": 1825, + "n_pred": 2240, + "n_ref": 10552 + }, + "6": { + "Dice": 0.7257104990224703, + "FN": 39254, + "FP": 876326, + "IoU": 0.5695020624950337, + "TN": 107482025, + "TP": 1211213, + "n_pred": 2087539, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.5387945702049008, + "FN": 746713, + "FP": 25831, + "IoU": 0.3687329373532745, + "TN": 108385019, + "TP": 451255, + "n_pred": 477086, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.8616062662273908, + "FN": 10438, + "FP": 14934, + "IoU": 0.7568613922109783, + "TN": 109504466, + "TP": 78980, + "n_pred": 93914, + "n_ref": 89418 + }, + "9": { + "Dice": 0.5263979668956124, + "FN": 23510, + "FP": 33515, + "IoU": 0.35721854006041753, + "TN": 109520102, + "TP": 31691, + "n_pred": 65206, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8170883069520847, + "FN": 5452, + "FP": 18422, + "IoU": 0.690743283504754, + "TN": 66990154, + "TP": 53324, + "n_pred": 71746, + "n_ref": 58776 + }, + "10": { + "Dice": 0.44899806401327536, + "FN": 52009, + "FP": 13736, + "IoU": 0.2894890416288419, + "TN": 66974820, + "TP": 26787, + "n_pred": 40523, + "n_ref": 78796 + }, + "11": { + "Dice": 0.0, + "FN": 3126, + "FP": 0, + "IoU": 0.0, + "TN": 67064226, + "TP": 0, + "n_pred": 0, + "n_ref": 3126 + }, + "12": { + "Dice": 0.0, + "FN": 3311, + "FP": 0, + "IoU": 0.0, + "TN": 67064041, + "TP": 0, + "n_pred": 0, + "n_ref": 3311 + }, + "13": { + "Dice": 0.24668450787986917, + "FN": 31989, + "FP": 6012, + "IoU": 0.14069601790923275, + "TN": 67023129, + "TP": 6222, + "n_pred": 12234, + "n_ref": 38211 + }, + "14": { + "Dice": 0.6502285842763996, + "FN": 36434, + "FP": 5569, + "IoU": 0.4817323709050528, + "TN": 66986307, + "TP": 39042, + "n_pred": 44611, + "n_ref": 75476 + }, + "15": { + "Dice": 0.2645951650455861, + "FN": 25282, + "FP": 8515, + "IoU": 0.1524688416881912, + "TN": 67027475, + "TP": 6080, + "n_pred": 14595, + "n_ref": 31362 + }, + "2": { + "Dice": 0.7448796738385308, + "FN": 22166, + "FP": 62686, + "IoU": 0.5934727199555394, + "TN": 66858628, + "TP": 123872, + "n_pred": 186558, + "n_ref": 146038 + }, + "3": { + "Dice": 0.6985922612665053, + "FN": 69159, + "FP": 9547, + "IoU": 0.5367973775431534, + "TN": 66897435, + "TP": 91211, + "n_pred": 100758, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 0, + "IoU": 0.0, + "TN": 67054313, + "TP": 0, + "n_pred": 0, + "n_ref": 13039 + }, + "5": { + "Dice": 0.11672509795834192, + "FN": 8355, + "FP": 211, + "IoU": 0.061979851073149364, + "TN": 67058220, + "TP": 566, + "n_pred": 777, + "n_ref": 8921 + }, + "6": { + "Dice": 0.8885106576764017, + "FN": 143346, + "FP": 91680, + "IoU": 0.7993874739445961, + "TN": 65895810, + "TP": 936516, + "n_pred": 1028196, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.4777732896364189, + "FN": 236878, + "FP": 13936, + "IoU": 0.31386473932145337, + "TN": 66701806, + "TP": 114732, + "n_pred": 128668, + "n_ref": 351610 + }, + "8": { + "Dice": 0.9132643059540569, + "FN": 8845, + "FP": 5756, + "IoU": 0.8403738930796982, + "TN": 66975882, + "TP": 76869, + "n_pred": 82625, + "n_ref": 85714 + }, + "9": { + "Dice": 0.8796027215791262, + "FN": 13933, + "FP": 3426, + "IoU": 0.785081094465767, + "TN": 66986582, + "TP": 63411, + "n_pred": 66837, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.442244776119403, + "FN": 124660, + "FP": 15476, + "IoU": 0.28389875979212337, + "TN": 74323587, + "TP": 55557, + "n_pred": 71033, + "n_ref": 180217 + }, + "10": { + "Dice": 0.6277640332068832, + "FN": 27603, + "FP": 6250, + "IoU": 0.45747528005256494, + "TN": 74456881, + "TP": 28546, + "n_pred": 34796, + "n_ref": 56149 + }, + "11": { + "Dice": 0.0011802891708468574, + "FN": 3385, + "FP": 0, + "IoU": 0.000590493061706525, + "TN": 74515893, + "TP": 2, + "n_pred": 2, + "n_ref": 3387 + }, + "12": { + "Dice": 0.0, + "FN": 2201, + "FP": 0, + "IoU": 0.0, + "TN": 74517079, + "TP": 0, + "n_pred": 0, + "n_ref": 2201 + }, + "13": { + "Dice": 0.254931301863692, + "FN": 35394, + "FP": 8422, + "IoU": 0.14608668537574057, + "TN": 74467968, + "TP": 7496, + "n_pred": 15918, + "n_ref": 42890 + }, + "14": { + "Dice": 0.5251281203504712, + "FN": 12866, + "FP": 21604, + "IoU": 0.35604999159334194, + "TN": 74465751, + "TP": 19059, + "n_pred": 40663, + "n_ref": 31925 + }, + "15": { + "Dice": 0.8191659210133867, + "FN": 7014, + "FP": 3293, + "IoU": 0.6937180553904672, + "TN": 74485628, + "TP": 23345, + "n_pred": 26638, + "n_ref": 30359 + }, + "2": { + "Dice": 0.5967311760146099, + "FN": 4651, + "FP": 179513, + "IoU": 0.4252436638048068, + "TN": 74198859, + "TP": 136257, + "n_pred": 315770, + "n_ref": 140908 + }, + "3": { + "Dice": 0.027320769767673746, + "FN": 153449, + "FP": 2631, + "IoU": 0.013849575414476345, + "TN": 74361008, + "TP": 2192, + "n_pred": 4823, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0, + "FN": 13278, + "FP": 0, + "IoU": 0.0, + "TN": 74506002, + "TP": 0, + "n_pred": 0, + "n_ref": 13278 + }, + "5": { + "Dice": 0.35702863788341327, + "FN": 7698, + "FP": 1148, + "IoU": 0.21730667138559548, + "TN": 74507978, + "TP": 2456, + "n_pred": 3604, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9007089281148664, + "FN": 182700, + "FP": 131086, + "IoU": 0.8193543558670716, + "TN": 72782255, + "TP": 1423239, + "n_pred": 1554325, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.13897718585281454, + "FN": 153375, + "FP": 17817, + "IoU": 0.07467785176857217, + "TN": 74334272, + "TP": 13816, + "n_pred": 31633, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9554051440727132, + "FN": 2624, + "FP": 3141, + "IoU": 0.9146178909952607, + "TN": 74451760, + "TP": 61755, + "n_pred": 64896, + "n_ref": 64379 + }, + "9": { + "Dice": 0.7980806656414903, + "FN": 30320, + "FP": 1325, + "IoU": 0.6640051814021639, + "TN": 74425097, + "TP": 62538, + "n_pred": 63863, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.712525102027596, + "FN": 106935, + "FP": 35073, + "IoU": 0.5534283450106291, + "TN": 65733184, + "TP": 175988, + "n_pred": 211061, + "n_ref": 282923 + }, + "10": { + "Dice": 0.3600020501255702, + "FN": 58949, + "FP": 28460, + "IoU": 0.21951371960747545, + "TN": 65939187, + "TP": 24584, + "n_pred": 53044, + "n_ref": 83533 + }, + "11": { + "Dice": 0.0, + "FN": 3637, + "FP": 0, + "IoU": 0.0, + "TN": 66047543, + "TP": 0, + "n_pred": 0, + "n_ref": 3637 + }, + "12": { + "Dice": 0.12457390765416795, + "FN": 2825, + "FP": 0, + "IoU": 0.06642432253800397, + "TN": 66048154, + "TP": 201, + "n_pred": 201, + "n_ref": 3026 + }, + "13": { + "Dice": 0.7325364886779987, + "FN": 17136, + "FP": 5129, + "IoU": 0.5779546962373234, + "TN": 65998425, + "TP": 30490, + "n_pred": 35619, + "n_ref": 47626 + }, + "14": { + "Dice": 0.8313711753148845, + "FN": 4082, + "FP": 18062, + "IoU": 0.7114073842384434, + "TN": 65974449, + "TP": 54587, + "n_pred": 72649, + "n_ref": 58669 + }, + "15": { + "Dice": 0.6943028263129238, + "FN": 10569, + "FP": 1783, + "IoU": 0.5317487395276546, + "TN": 66024801, + "TP": 14027, + "n_pred": 15810, + "n_ref": 24596 + }, + "2": { + "Dice": 0.548973225505995, + "FN": 88251, + "FP": 3270, + "IoU": 0.3783343182605506, + "TN": 65903961, + "TP": 55698, + "n_pred": 58968, + "n_ref": 143949 + }, + "3": { + "Dice": 0.6239648753661896, + "FN": 30203, + "FP": 122418, + "IoU": 0.4534512703898011, + "TN": 65771935, + "TP": 126624, + "n_pred": 249042, + "n_ref": 156827 + }, + "4": { + "Dice": 0.8034719432752929, + "FN": 6525, + "FP": 4728, + "IoU": 0.6715028024287716, + "TN": 66016924, + "TP": 23003, + "n_pred": 27731, + "n_ref": 29528 + }, + "5": { + "Dice": 0.5246626852466268, + "FN": 6421, + "FP": 26, + "IoU": 0.35562218890554725, + "TN": 66041175, + "TP": 3558, + "n_pred": 3584, + "n_ref": 9979 + }, + "6": { + "Dice": 0.8128093480654716, + "FN": 24043, + "FP": 436297, + "IoU": 0.6846493836023708, + "TN": 64591408, + "TP": 999432, + "n_pred": 1435729, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.5430403255379301, + "FN": 609276, + "FP": 8804, + "IoU": 0.3727215893867676, + "TN": 65065844, + "TP": 367256, + "n_pred": 376060, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9452473472304639, + "FN": 7227, + "FP": 1354, + "IoU": 0.896179160818855, + "TN": 65968528, + "TP": 74071, + "n_pred": 75425, + "n_ref": 81298 + }, + "9": { + "Dice": 0.8174480228291887, + "FN": 19955, + "FP": 2435, + "IoU": 0.6912575841147269, + "TN": 65978660, + "TP": 50130, + "n_pred": 52565, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9547953673510104, + "FN": 7685, + "FP": 6136, + "IoU": 0.9135008949693958, + "TN": 113312758, + "TP": 145961, + "n_pred": 152097, + "n_ref": 153646 + }, + "10": { + "Dice": 0.7395154416605846, + "FN": 8119, + "FP": 42918, + "IoU": 0.586691393216935, + "TN": 113349056, + "TP": 72447, + "n_pred": 115365, + "n_ref": 80566 + }, + "11": { + "Dice": 0.1828410689170183, + "FN": 2905, + "FP": 0, + "IoU": 0.10061919504643962, + "TN": 113469310, + "TP": 325, + "n_pred": 325, + "n_ref": 3230 + }, + "12": { + "Dice": 0.24311531841652323, + "FN": 3518, + "FP": 0, + "IoU": 0.13837864315454323, + "TN": 113468457, + "TP": 565, + "n_pred": 565, + "n_ref": 4083 + }, + "13": { + "Dice": 0.4660805891994295, + "FN": 44032, + "FP": 31217, + "IoU": 0.303849462962449, + "TN": 113364447, + "TP": 32844, + "n_pred": 64061, + "n_ref": 76876 + }, + "14": { + "Dice": 0.793403432720821, + "FN": 90086, + "FP": 275, + "IoU": 0.6575548565581536, + "TN": 113208670, + "TP": 173509, + "n_pred": 173784, + "n_ref": 263595 + }, + "15": { + "Dice": 0.5055018117748745, + "FN": 14280, + "FP": 595, + "IoU": 0.3382418364623187, + "TN": 113450062, + "TP": 7603, + "n_pred": 8198, + "n_ref": 21883 + }, + "2": { + "Dice": 0.7318176488376255, + "FN": 8505, + "FP": 78407, + "IoU": 0.5770602691063043, + "TN": 113267045, + "TP": 118583, + "n_pred": 196990, + "n_ref": 127088 + }, + "3": { + "Dice": 0.4031093836757357, + "FN": 89445, + "FP": 1930, + "IoU": 0.2524339360222531, + "TN": 113350310, + "TP": 30855, + "n_pred": 32785, + "n_ref": 120300 + }, + "4": { + "Dice": 0.7881844855437972, + "FN": 7184, + "FP": 5666, + "IoU": 0.650416235921432, + "TN": 113435782, + "TP": 23908, + "n_pred": 29574, + "n_ref": 31092 + }, + "5": { + "Dice": 0.02985253208100266, + "FN": 32327, + "FP": 106, + "IoU": 0.015152435321268068, + "TN": 113439608, + "TP": 499, + "n_pred": 605, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9495592085127244, + "FN": 53109, + "FP": 62748, + "IoU": 0.9039626185577607, + "TN": 112266166, + "TP": 1090517, + "n_pred": 1153265, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.5375874413936698, + "FN": 128302, + "FP": 26049, + "IoU": 0.3676031351276053, + "TN": 113228467, + "TP": 89722, + "n_pred": 115771, + "n_ref": 218024 + }, + "8": { + "Dice": 0.8075330989848549, + "FN": 67091, + "FP": 3211, + "IoU": 0.6771953991321716, + "TN": 113254755, + "TP": 147483, + "n_pred": 150694, + "n_ref": 214574 + }, + "9": { + "Dice": 0.8285280085569199, + "FN": 28004, + "FP": 4379, + "IoU": 0.7072537923303621, + "TN": 113361922, + "TP": 78235, + "n_pred": 82614, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7861839933448653, + "FN": 8111, + "FP": 56659, + "IoU": 0.6476961821514629, + "TN": 75012881, + "TP": 119077, + "n_pred": 175736, + "n_ref": 127188 + }, + "10": { + "Dice": 0.5593762775214624, + "FN": 52164, + "FP": 23284, + "IoU": 0.38828756516592483, + "TN": 75073389, + "TP": 47891, + "n_pred": 71175, + "n_ref": 100055 + }, + "11": { + "Dice": 0.17507723995880536, + "FN": 3204, + "FP": 0, + "IoU": 0.09593679458239278, + "TN": 75193184, + "TP": 340, + "n_pred": 340, + "n_ref": 3544 + }, + "12": { + "Dice": 0.23624161073825503, + "FN": 2666, + "FP": 179, + "IoU": 0.1339421613394216, + "TN": 75193443, + "TP": 440, + "n_pred": 619, + "n_ref": 3106 + }, + "13": { + "Dice": 0.4948292827834611, + "FN": 28608, + "FP": 25810, + "IoU": 0.32875292956704083, + "TN": 75115658, + "TP": 26652, + "n_pred": 52462, + "n_ref": 55260 + }, + "14": { + "Dice": 0.900050266738013, + "FN": 22042, + "FP": 2614, + "IoU": 0.8182649074961303, + "TN": 75061058, + "TP": 111014, + "n_pred": 113628, + "n_ref": 133056 + }, + "15": { + "Dice": 0.34677695912874495, + "FN": 57127, + "FP": 5732, + "IoU": 0.20975812129136076, + "TN": 75117184, + "TP": 16685, + "n_pred": 22417, + "n_ref": 73812 + }, + "2": { + "Dice": 0.7305163065252811, + "FN": 9563, + "FP": 91329, + "IoU": 0.5754436313599084, + "TN": 74959087, + "TP": 136749, + "n_pred": 228078, + "n_ref": 146312 + }, + "3": { + "Dice": 0.43729372074169, + "FN": 105713, + "FP": 1868, + "IoU": 0.27983103833769574, + "TN": 75047345, + "TP": 41802, + "n_pred": 43670, + "n_ref": 147515 + }, + "4": { + "Dice": 0.8301696753699543, + "FN": 3533, + "FP": 5235, + "IoU": 0.7096496456718988, + "TN": 75166530, + "TP": 21430, + "n_pred": 26665, + "n_ref": 24963 + }, + "5": { + "Dice": 0.26344627082634464, + "FN": 6523, + "FP": 64, + "IoU": 0.15170637475853188, + "TN": 75188963, + "TP": 1178, + "n_pred": 1242, + "n_ref": 7701 + }, + "6": { + "Dice": 0.8799161814367334, + "FN": 25764, + "FP": 310167, + "IoU": 0.7855806564239124, + "TN": 73630027, + "TP": 1230770, + "n_pred": 1540937, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.6957592139618847, + "FN": 42162, + "FP": 53735, + "IoU": 0.5334591751845059, + "TN": 74991179, + "TP": 109652, + "n_pred": 163387, + "n_ref": 151814 + }, + "8": { + "Dice": 0.8759158957541171, + "FN": 16898, + "FP": 2323, + "IoU": 0.7792262984999196, + "TN": 75109666, + "TP": 67841, + "n_pred": 70164, + "n_ref": 84739 + }, + "9": { + "Dice": 0.7386766937133056, + "FN": 21245, + "FP": 18369, + "IoU": 0.585636283759754, + "TN": 75101126, + "TP": 55988, + "n_pred": 74357, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9449118033016668, + "FN": 20351, + "FP": 2444, + "IoU": 0.8955761293307619, + "TN": 86709579, + "TP": 195498, + "n_pred": 197942, + "n_ref": 215849 + }, + "10": { + "Dice": 0.6279692995187017, + "FN": 22314, + "FP": 32799, + "IoU": 0.45769332952857017, + "TN": 86826245, + "TP": 46514, + "n_pred": 79313, + "n_ref": 68828 + }, + "11": { + "Dice": 0.0, + "FN": 2590, + "FP": 0, + "IoU": 0.0, + "TN": 86925282, + "TP": 0, + "n_pred": 0, + "n_ref": 2590 + }, + "12": { + "Dice": 0.2918112421929216, + "FN": 4074, + "FP": 8, + "IoU": 0.17083079423115985, + "TN": 86922949, + "TP": 841, + "n_pred": 849, + "n_ref": 4915 + }, + "13": { + "Dice": 0.18258113477076915, + "FN": 47181, + "FP": 26063, + "IoU": 0.10046178031047356, + "TN": 86846448, + "TP": 8180, + "n_pred": 34243, + "n_ref": 55361 + }, + "14": { + "Dice": 0.7314618899602324, + "FN": 30213, + "FP": 8750, + "IoU": 0.5766179858303995, + "TN": 86835844, + "TP": 53065, + "n_pred": 61815, + "n_ref": 83278 + }, + "15": { + "Dice": 0.07351510685335298, + "FN": 156418, + "FP": 737, + "IoU": 0.03816023012424261, + "TN": 86764482, + "TP": 6235, + "n_pred": 6972, + "n_ref": 162653 + }, + "2": { + "Dice": 0.7488279947431395, + "FN": 47867, + "FP": 3353, + "IoU": 0.5985012385162889, + "TN": 86800300, + "TP": 76352, + "n_pred": 79705, + "n_ref": 124219 + }, + "3": { + "Dice": 0.8189157647359755, + "FN": 16679, + "FP": 51283, + "IoU": 0.6933593221256666, + "TN": 86706238, + "TP": 153672, + "n_pred": 204955, + "n_ref": 170351 + }, + "4": { + "Dice": 0.46142394581115787, + "FN": 4124, + "FP": 24818, + "IoU": 0.2999032414126754, + "TN": 86886532, + "TP": 12398, + "n_pred": 37216, + "n_ref": 16522 + }, + "5": { + "Dice": 0.688437187604132, + "FN": 2374, + "FP": 431, + "IoU": 0.5248983739837398, + "TN": 86921968, + "TP": 3099, + "n_pred": 3530, + "n_ref": 5473 + }, + "6": { + "Dice": 0.8464195273655605, + "FN": 22513, + "FP": 395471, + "IoU": 0.7337325374731652, + "TN": 85358082, + "TP": 1151806, + "n_pred": 1547277, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.5503366484881371, + "FN": 629191, + "FP": 14686, + "IoU": 0.37963065556854125, + "TN": 85889979, + "TP": 394016, + "n_pred": 408702, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.935956271920006, + "FN": 4217, + "FP": 2649, + "IoU": 0.8796219997545452, + "TN": 86870835, + "TP": 50171, + "n_pred": 52820, + "n_ref": 54388 + }, + "9": { + "Dice": 0.7507566280618215, + "FN": 13551, + "FP": 11155, + "IoU": 0.6009690704998789, + "TN": 86865957, + "TP": 37209, + "n_pred": 48364, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5202598495116137, + "FN": 21671, + "FP": 101509, + "IoU": 0.35158865517023563, + "TN": 37559628, + "TP": 66792, + "n_pred": 168301, + "n_ref": 88463 + }, + "10": { + "Dice": 0.5795201582982934, + "FN": 26442, + "FP": 21158, + "IoU": 0.40797492599686574, + "TN": 37669198, + "TP": 32802, + "n_pred": 53960, + "n_ref": 59244 + }, + "11": { + "Dice": 0.02518122853872568, + "FN": 2555, + "FP": 0, + "IoU": 0.012751159196290572, + "TN": 37747012, + "TP": 33, + "n_pred": 33, + "n_ref": 2588 + }, + "12": { + "Dice": 0.0, + "FN": 2917, + "FP": 37, + "IoU": 0.0, + "TN": 37746646, + "TP": 0, + "n_pred": 37, + "n_ref": 2917 + }, + "13": { + "Dice": 0.45739910313901344, + "FN": 30350, + "FP": 4135, + "IoU": 0.29651162790697677, + "TN": 37700580, + "TP": 14535, + "n_pred": 18670, + "n_ref": 44885 + }, + "14": { + "Dice": 0.3804560537735046, + "FN": 55559, + "FP": 90071, + "IoU": 0.23491554808374268, + "TN": 37559255, + "TP": 44715, + "n_pred": 134786, + "n_ref": 100274 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 37749600, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.3308250801015455, + "FN": 63939, + "FP": 82884, + "IoU": 0.19819677144542258, + "TN": 37566484, + "TP": 36293, + "n_pred": 119177, + "n_ref": 100232 + }, + "3": { + "Dice": 0.07903005343226883, + "FN": 84247, + "FP": 19515, + "IoU": 0.041140702681723255, + "TN": 37641386, + "TP": 4452, + "n_pred": 23967, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 0, + "IoU": 0.0, + "TN": 37737906, + "TP": 0, + "n_pred": 0, + "n_ref": 11694 + }, + "5": { + "Dice": 0.4993490525097642, + "FN": 6597, + "FP": 325, + "IoU": 0.3327549643339117, + "TN": 37739226, + "TP": 3452, + "n_pred": 3777, + "n_ref": 10049 + }, + "6": { + "Dice": 0.8580557528997323, + "FN": 159766, + "FP": 33039, + "IoU": 0.7513989891175409, + "TN": 36974040, + "TP": 582755, + "n_pred": 615794, + "n_ref": 742521 + }, + "7": { + "Dice": 0.6120245915144585, + "FN": 191135, + "FP": 4308, + "IoU": 0.44094771980308756, + "TN": 37400003, + "TP": 154154, + "n_pred": 158462, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9227296849724103, + "FN": 5929, + "FP": 6156, + "IoU": 0.8565442415897059, + "TN": 37665358, + "TP": 72157, + "n_pred": 78313, + "n_ref": 78086 + }, + "9": { + "Dice": 0.7965787030897759, + "FN": 12722, + "FP": 8754, + "IoU": 0.6619283746556474, + "TN": 37686075, + "TP": 42049, + "n_pred": 50803, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7180326195155569, + "FN": 57366, + "FP": 53106, + "IoU": 0.5601020981081587, + "TN": 75655557, + "TP": 140659, + "n_pred": 193765, + "n_ref": 198025 + }, + "10": { + "Dice": 0.7729336203581327, + "FN": 26681, + "FP": 24688, + "IoU": 0.6299036736575911, + "TN": 75767889, + "TP": 87430, + "n_pred": 112118, + "n_ref": 114111 + }, + "11": { + "Dice": 0.28923679060665364, + "FN": 3603, + "FP": 29, + "IoU": 0.16906886296042095, + "TN": 75902317, + "TP": 739, + "n_pred": 768, + "n_ref": 4342 + }, + "12": { + "Dice": 0.4857322044528065, + "FN": 3035, + "FP": 245, + "IoU": 0.3207703458272934, + "TN": 75901859, + "TP": 1549, + "n_pred": 1794, + "n_ref": 4584 + }, + "13": { + "Dice": 0.4549192313647233, + "FN": 28279, + "FP": 3406, + "IoU": 0.29443071236110185, + "TN": 75861781, + "TP": 13222, + "n_pred": 16628, + "n_ref": 41501 + }, + "14": { + "Dice": 0.84515815906645, + "FN": 23552, + "FP": 13137, + "IoU": 0.7318388796713858, + "TN": 75769871, + "TP": 100128, + "n_pred": 113265, + "n_ref": 123680 + }, + "15": { + "Dice": 0.2925352634480017, + "FN": 154895, + "FP": 1691, + "IoU": 0.1713272650296359, + "TN": 75717728, + "TP": 32374, + "n_pred": 34065, + "n_ref": 187269 + }, + "2": { + "Dice": 0.5366071428571428, + "FN": 119992, + "FP": 5606, + "IoU": 0.3666870042708969, + "TN": 75708369, + "TP": 72721, + "n_pred": 78327, + "n_ref": 192713 + }, + "3": { + "Dice": 0.7636119647782904, + "FN": 20776, + "FP": 121909, + "IoU": 0.6176151362071045, + "TN": 75533543, + "TP": 230460, + "n_pred": 352369, + "n_ref": 251236 + }, + "4": { + "Dice": 0.761605735153418, + "FN": 1918, + "FP": 15773, + "IoU": 0.6149945593035908, + "TN": 75860738, + "TP": 28259, + "n_pred": 44032, + "n_ref": 30177 + }, + "5": { + "Dice": 0.7384329986905281, + "FN": 2862, + "FP": 1932, + "IoU": 0.585329988755298, + "TN": 75895127, + "TP": 6767, + "n_pred": 8699, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9298077821598697, + "FN": 55217, + "FP": 194165, + "IoU": 0.8688231578028239, + "TN": 74005575, + "TP": 1651731, + "n_pred": 1845896, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.7787945211338387, + "FN": 91646, + "FP": 11793, + "IoU": 0.6377260294122797, + "TN": 75621161, + "TP": 182088, + "n_pred": 193881, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9357734691030827, + "FN": 7890, + "FP": 3621, + "IoU": 0.8792991359785253, + "TN": 75811320, + "TP": 83857, + "n_pred": 87478, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8209533946628146, + "FN": 18357, + "FP": 7548, + "IoU": 0.6962857879803972, + "TN": 75821394, + "TP": 59389, + "n_pred": 66937, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8013369717311366, + "FN": 8859, + "FP": 33876, + "IoU": 0.6685256430144891, + "TN": 61258826, + "TP": 86189, + "n_pred": 120065, + "n_ref": 95048 + }, + "10": { + "Dice": 0.8047683832276878, + "FN": 12097, + "FP": 19904, + "IoU": 0.6733158426656595, + "TN": 61289793, + "TP": 65956, + "n_pred": 85860, + "n_ref": 78053 + }, + "11": { + "Dice": 0.3389662027833002, + "FN": 2660, + "FP": 0, + "IoU": 0.20406941950927587, + "TN": 61384408, + "TP": 682, + "n_pred": 682, + "n_ref": 3342 + }, + "12": { + "Dice": 0.46579675761170425, + "FN": 2191, + "FP": 511, + "IoU": 0.3036082474226804, + "TN": 61383870, + "TP": 1178, + "n_pred": 1689, + "n_ref": 3369 + }, + "13": { + "Dice": 0.5183572518179529, + "FN": 21955, + "FP": 10566, + "IoU": 0.3498530617140801, + "TN": 61337729, + "TP": 17500, + "n_pred": 28066, + "n_ref": 39455 + }, + "14": { + "Dice": 0.7419891564969285, + "FN": 7818, + "FP": 32965, + "IoU": 0.5898114156399296, + "TN": 61288325, + "TP": 58642, + "n_pred": 91607, + "n_ref": 66460 + }, + "15": { + "Dice": 0.7572091409739387, + "FN": 16538, + "FP": 259, + "IoU": 0.6092812281926029, + "TN": 61344760, + "TP": 26193, + "n_pred": 26452, + "n_ref": 42731 + }, + "2": { + "Dice": 0.7512582210758763, + "FN": 7628, + "FP": 75502, + "IoU": 0.6016121457257052, + "TN": 61179084, + "TP": 125536, + "n_pred": 201038, + "n_ref": 133164 + }, + "3": { + "Dice": 0.61191934400879, + "FN": 73472, + "FP": 2820, + "IoU": 0.4408384637936089, + "TN": 61251310, + "TP": 60148, + "n_pred": 62968, + "n_ref": 133620 + }, + "4": { + "Dice": 0.5235549218796411, + "FN": 10163, + "FP": 5877, + "IoU": 0.3546050778578039, + "TN": 61362897, + "TP": 8813, + "n_pred": 14690, + "n_ref": 18976 + }, + "5": { + "Dice": 0.0, + "FN": 27695, + "FP": 0, + "IoU": 0.0, + "TN": 61360055, + "TP": 0, + "n_pred": 0, + "n_ref": 27695 + }, + "6": { + "Dice": 0.8982443958034568, + "FN": 102125, + "FP": 100099, + "IoU": 0.815284617007692, + "TN": 60292963, + "TP": 892563, + "n_pred": 992662, + "n_ref": 994688 + }, + "7": { + "Dice": 0.42708488852933724, + "FN": 118632, + "FP": 46375, + "IoU": 0.2715244360072403, + "TN": 61161240, + "TP": 61503, + "n_pred": 107878, + "n_ref": 180135 + }, + "8": { + "Dice": 0.763614360629286, + "FN": 92980, + "FP": 1952, + "IoU": 0.6176182707993475, + "TN": 61139485, + "TP": 153333, + "n_pred": 155285, + "n_ref": 246313 + }, + "9": { + "Dice": 0.7614816584659265, + "FN": 28724, + "FP": 3221, + "IoU": 0.6148327666449637, + "TN": 61304812, + "TP": 50993, + "n_pred": 54214, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9385130694370759, + "FN": 7731, + "FP": 15564, + "IoU": 0.8841494345477874, + "TN": 39547722, + "TP": 177783, + "n_pred": 193347, + "n_ref": 185514 + }, + "10": { + "Dice": 0.4635120853060207, + "FN": 24860, + "FP": 37577, + "IoU": 0.3016698542652306, + "TN": 39659391, + "TP": 26972, + "n_pred": 64549, + "n_ref": 51832 + }, + "11": { + "Dice": 0.43371017471736895, + "FN": 2187, + "FP": 17, + "IoU": 0.2769028871391076, + "TN": 39745752, + "TP": 844, + "n_pred": 861, + "n_ref": 3031 + }, + "12": { + "Dice": 0.12211668928086838, + "FN": 3235, + "FP": 0, + "IoU": 0.06502890173410404, + "TN": 39745340, + "TP": 225, + "n_pred": 225, + "n_ref": 3460 + }, + "13": { + "Dice": 0.6230457737454508, + "FN": 19501, + "FP": 9915, + "IoU": 0.4524811078435022, + "TN": 39695074, + "TP": 24310, + "n_pred": 34225, + "n_ref": 43811 + }, + "14": { + "Dice": 0.31588080717933464, + "FN": 20591, + "FP": 34601, + "IoU": 0.18756440074189654, + "TN": 39680866, + "TP": 12742, + "n_pred": 47343, + "n_ref": 33333 + }, + "15": { + "Dice": 0.7479404700442209, + "FN": 18396, + "FP": 4062, + "IoU": 0.5973681379755459, + "TN": 39693022, + "TP": 33320, + "n_pred": 37382, + "n_ref": 51716 + }, + "2": { + "Dice": 0.6240276928161611, + "FN": 10225, + "FP": 119458, + "IoU": 0.45351762499736625, + "TN": 39511495, + "TP": 107622, + "n_pred": 227080, + "n_ref": 117847 + }, + "3": { + "Dice": 0.17821860952355695, + "FN": 120835, + "FP": 3111, + "IoU": 0.09782656165839314, + "TN": 39611414, + "TP": 13440, + "n_pred": 16551, + "n_ref": 134275 + }, + "4": { + "Dice": 0.7608577843152434, + "FN": 9031, + "FP": 236, + "IoU": 0.6140197425965263, + "TN": 39724791, + "TP": 14742, + "n_pred": 14978, + "n_ref": 23773 + }, + "5": { + "Dice": 0.766529446358061, + "FN": 1962, + "FP": 817, + "IoU": 0.6214412205421604, + "TN": 39741459, + "TP": 4562, + "n_pred": 5379, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9068245181010274, + "FN": 31704, + "FP": 152477, + "IoU": 0.8295324338282524, + "TN": 38668354, + "TP": 896265, + "n_pred": 1048742, + "n_ref": 927969 + }, + "7": { + "Dice": 0.34361462093862816, + "FN": 579790, + "FP": 2030, + "IoU": 0.20744847502417893, + "TN": 39014690, + "TP": 152290, + "n_pred": 154320, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9087205793602897, + "FN": 1350, + "FP": 8330, + "IoU": 0.832711184847228, + "TN": 39690936, + "TP": 48184, + "n_pred": 56514, + "n_ref": 49534 + }, + "9": { + "Dice": 0.8004608130737895, + "FN": 7930, + "FP": 8871, + "IoU": 0.6673069306930693, + "TN": 39698300, + "TP": 33699, + "n_pred": 42570, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8382890986638637, + "FN": 14014, + "FP": 17986, + "IoU": 0.721598719354109, + "TN": 101281666, + "TP": 82942, + "n_pred": 100928, + "n_ref": 96956 + }, + "10": { + "Dice": 0.5036786302118774, + "FN": 39090, + "FP": 46247, + "IoU": 0.33661126572241484, + "TN": 101267970, + "TP": 43301, + "n_pred": 89548, + "n_ref": 82391 + }, + "11": { + "Dice": 0.10585817060637205, + "FN": 5220, + "FP": 0, + "IoU": 0.05588714053174173, + "TN": 101391079, + "TP": 309, + "n_pred": 309, + "n_ref": 5529 + }, + "12": { + "Dice": 0.0, + "FN": 5225, + "FP": 136, + "IoU": 0.0, + "TN": 101391247, + "TP": 0, + "n_pred": 136, + "n_ref": 5225 + }, + "13": { + "Dice": 0.679253896823844, + "FN": 18700, + "FP": 10808, + "IoU": 0.5142955903412177, + "TN": 101335855, + "TP": 31245, + "n_pred": 42053, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9160713683222556, + "FN": 26229, + "FP": 1134, + "IoU": 0.8451399303885226, + "TN": 101219913, + "TP": 149332, + "n_pred": 150466, + "n_ref": 175561 + }, + "15": { + "Dice": 0.29966322036692494, + "FN": 20512, + "FP": 9225, + "IoU": 0.176237568907726, + "TN": 101360509, + "TP": 6362, + "n_pred": 15587, + "n_ref": 26874 + }, + "2": { + "Dice": 0.6730658359209848, + "FN": 15379, + "FP": 146236, + "IoU": 0.5072337830627335, + "TN": 101068633, + "TP": 166360, + "n_pred": 312596, + "n_ref": 181739 + }, + "3": { + "Dice": 0.00221233675095749, + "FN": 166990, + "FP": 786, + "IoU": 0.0011073933389695288, + "TN": 101228646, + "TP": 186, + "n_pred": 972, + "n_ref": 167176 + }, + "4": { + "Dice": 0.7779430820175649, + "FN": 2041, + "FP": 2586, + "IoU": 0.6365849827207037, + "TN": 101383876, + "TP": 8105, + "n_pred": 10691, + "n_ref": 10146 + }, + "5": { + "Dice": 0.2157303370786517, + "FN": 33812, + "FP": 390, + "IoU": 0.12090680100755667, + "TN": 101357702, + "TP": 4704, + "n_pred": 5094, + "n_ref": 38516 + }, + "6": { + "Dice": 0.8794863329104906, + "FN": 59115, + "FP": 426349, + "IoU": 0.7848956766363431, + "TN": 99139731, + "TP": 1771413, + "n_pred": 2197762, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.6534638781780432, + "FN": 227488, + "FP": 20198, + "IoU": 0.4852924979790822, + "TN": 100915391, + "TP": 233531, + "n_pred": 253729, + "n_ref": 461019 + }, + "8": { + "Dice": 0.7198948650245355, + "FN": 106447, + "FP": 9714, + "IoU": 0.5623716719473464, + "TN": 101131175, + "TP": 149272, + "n_pred": 158986, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9159644181382939, + "FN": 6457, + "FP": 8252, + "IoU": 0.8449578901877286, + "TN": 101301737, + "TP": 80162, + "n_pred": 88414, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.03439022955478228, + "FN": 213195, + "FP": 198, + "IoU": 0.017495959814542827, + "TN": 73666311, + "TP": 3800, + "n_pred": 3998, + "n_ref": 216995 + }, + "10": { + "Dice": 0.0, + "FN": 75841, + "FP": 26097, + "IoU": 0.0, + "TN": 73781566, + "TP": 0, + "n_pred": 26097, + "n_ref": 75841 + }, + "11": { + "Dice": 0.0, + "FN": 6259, + "FP": 0, + "IoU": 0.0, + "TN": 73877245, + "TP": 0, + "n_pred": 0, + "n_ref": 6259 + }, + "12": { + "Dice": 0.0, + "FN": 5541, + "FP": 3, + "IoU": 0.0, + "TN": 73877960, + "TP": 0, + "n_pred": 3, + "n_ref": 5541 + }, + "13": { + "Dice": 0.0, + "FN": 61239, + "FP": 14147, + "IoU": 0.0, + "TN": 73808118, + "TP": 0, + "n_pred": 14147, + "n_ref": 61239 + }, + "14": { + "Dice": 0.5304388758133739, + "FN": 53250, + "FP": 31541, + "IoU": 0.3609505362405131, + "TN": 73750821, + "TP": 47892, + "n_pred": 79433, + "n_ref": 101142 + }, + "15": { + "Dice": 0.0909989613704904, + "FN": 211267, + "FP": 6656, + "IoU": 0.04766836661116719, + "TN": 73654673, + "TP": 10908, + "n_pred": 17564, + "n_ref": 222175 + }, + "2": { + "Dice": 0.08077164842310611, + "FN": 181734, + "FP": 30309, + "IoU": 0.04208548105114317, + "TN": 73662145, + "TP": 9316, + "n_pred": 39625, + "n_ref": 191050 + }, + "3": { + "Dice": 0.4450124644943586, + "FN": 46685, + "FP": 304621, + "IoU": 0.28618394317202817, + "TN": 73391352, + "TP": 140846, + "n_pred": 445467, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 12493, + "IoU": 0.0, + "TN": 73823123, + "TP": 0, + "n_pred": 12493, + "n_ref": 47888 + }, + "5": { + "Dice": 0.0, + "FN": 15128, + "FP": 0, + "IoU": 0.0, + "TN": 73868376, + "TP": 0, + "n_pred": 0, + "n_ref": 15128 + }, + "6": { + "Dice": 0.5805346769033756, + "FN": 495009, + "FP": 1248244, + "IoU": 0.40898123219869453, + "TN": 70933931, + "TP": 1206320, + "n_pred": 2454564, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.18169399459234442, + "FN": 150121, + "FP": 52350, + "IoU": 0.09992487185984379, + "TN": 73658555, + "TP": 22478, + "n_pred": 74828, + "n_ref": 172599 + }, + "8": { + "Dice": 0.3898046633724521, + "FN": 59252, + "FP": 3974, + "IoU": 0.24208532623679888, + "TN": 73800083, + "TP": 20195, + "n_pred": 24169, + "n_ref": 79447 + }, + "9": { + "Dice": 0.6379678997164383, + "FN": 20661, + "FP": 58241, + "IoU": 0.4683941733705246, + "TN": 73735082, + "TP": 69520, + "n_pred": 127761, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8991513151677831, + "FN": 11312, + "FP": 28175, + "IoU": 0.8167801147937286, + "TN": 69280259, + "TP": 176030, + "n_pred": 204205, + "n_ref": 187342 + }, + "10": { + "Dice": 0.5105480403152586, + "FN": 34015, + "FP": 30136, + "IoU": 0.34277576862789294, + "TN": 69398167, + "TP": 33458, + "n_pred": 63594, + "n_ref": 67473 + }, + "11": { + "Dice": 0.2255831837990259, + "FN": 3021, + "FP": 0, + "IoU": 0.12713088702687084, + "TN": 69492315, + "TP": 440, + "n_pred": 440, + "n_ref": 3461 + }, + "12": { + "Dice": 0.1303066037735849, + "FN": 2931, + "FP": 19, + "IoU": 0.06969410280668559, + "TN": 69492605, + "TP": 221, + "n_pred": 240, + "n_ref": 3152 + }, + "13": { + "Dice": 0.6596440712997741, + "FN": 31541, + "FP": 16214, + "IoU": 0.49214097328568995, + "TN": 69401744, + "TP": 46277, + "n_pred": 62491, + "n_ref": 77818 + }, + "14": { + "Dice": 0.8595630083125371, + "FN": 31343, + "FP": 7768, + "IoU": 0.753713720773537, + "TN": 69336973, + "TP": 119692, + "n_pred": 127460, + "n_ref": 151035 + }, + "15": { + "Dice": 0.6539766626100652, + "FN": 48319, + "FP": 17, + "IoU": 0.485858338740387, + "TN": 69401763, + "TP": 45677, + "n_pred": 45694, + "n_ref": 93996 + }, + "2": { + "Dice": 0.7605439877064926, + "FN": 26419, + "FP": 51494, + "IoU": 0.6136111166213724, + "TN": 69294132, + "TP": 123731, + "n_pred": 175225, + "n_ref": 150150 + }, + "3": { + "Dice": 0.729886067422312, + "FN": 72887, + "FP": 893, + "IoU": 0.5746618856003044, + "TN": 69322314, + "TP": 99682, + "n_pred": 100575, + "n_ref": 172569 + }, + "4": { + "Dice": 0.5385287112992855, + "FN": 16768, + "FP": 18110, + "IoU": 0.36848394865016565, + "TN": 69440547, + "TP": 20351, + "n_pred": 38461, + "n_ref": 37119 + }, + "5": { + "Dice": 0.6835289764891864, + "FN": 8932, + "FP": 477, + "IoU": 0.5192130812468063, + "TN": 69476206, + "TP": 10161, + "n_pred": 10638, + "n_ref": 19093 + }, + "6": { + "Dice": 0.8637391571510669, + "FN": 93217, + "FP": 334764, + "IoU": 0.760159220998432, + "TN": 67711338, + "TP": 1356457, + "n_pred": 1691221, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.8140156302474654, + "FN": 62124, + "FP": 52511, + "IoU": 0.6863628653194784, + "TN": 69130274, + "TP": 250867, + "n_pred": 303378, + "n_ref": 312991 + }, + "8": { + "Dice": 0.8515124738237323, + "FN": 18339, + "FP": 6195, + "IoU": 0.741420741989882, + "TN": 69400896, + "TP": 70346, + "n_pred": 76541, + "n_ref": 88685 + }, + "9": { + "Dice": 0.8392793402092844, + "FN": 13358, + "FP": 12307, + "IoU": 0.7230674608312831, + "TN": 69403100, + "TP": 67011, + "n_pred": 79318, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8045784437968817, + "FN": 33849, + "FP": 48034, + "IoU": 0.6730499710515283, + "TN": 50583107, + "TP": 168562, + "n_pred": 216596, + "n_ref": 202411 + }, + "10": { + "Dice": 0.6005495366297497, + "FN": 26007, + "FP": 40285, + "IoU": 0.4291324004305705, + "TN": 50717427, + "TP": 49833, + "n_pred": 90118, + "n_ref": 75840 + }, + "11": { + "Dice": 0.4006638217164533, + "FN": 5039, + "FP": 17, + "IoU": 0.25051882597094577, + "TN": 50826806, + "TP": 1690, + "n_pred": 1707, + "n_ref": 6729 + }, + "12": { + "Dice": 0.0, + "FN": 6299, + "FP": 460, + "IoU": 0.0, + "TN": 50826793, + "TP": 0, + "n_pred": 460, + "n_ref": 6299 + }, + "13": { + "Dice": 0.4180520266182698, + "FN": 22349, + "FP": 49798, + "IoU": 0.2642640805213082, + "TN": 50735491, + "TP": 25914, + "n_pred": 75712, + "n_ref": 48263 + }, + "14": { + "Dice": 0.4281132656904482, + "FN": 31982, + "FP": 18125, + "IoU": 0.2723563068165316, + "TN": 50764690, + "TP": 18755, + "n_pred": 36880, + "n_ref": 50737 + }, + "15": { + "Dice": 0.6310846236538861, + "FN": 18025, + "FP": 1536, + "IoU": 0.4610106910613909, + "TN": 50797260, + "TP": 16731, + "n_pred": 18267, + "n_ref": 34756 + }, + "2": { + "Dice": 0.6665511952968399, + "FN": 13883, + "FP": 184407, + "IoU": 0.49987010595822706, + "TN": 50437075, + "TP": 198187, + "n_pred": 382594, + "n_ref": 212070 + }, + "3": { + "Dice": 0.08177401013129329, + "FN": 194434, + "FP": 970, + "IoU": 0.04263001886284021, + "TN": 50629447, + "TP": 8701, + "n_pred": 9671, + "n_ref": 203135 + }, + "4": { + "Dice": 0.7720035194278092, + "FN": 4365, + "FP": 3668, + "IoU": 0.6286691628530486, + "TN": 50811919, + "TP": 13600, + "n_pred": 17268, + "n_ref": 17965 + }, + "5": { + "Dice": 0.5180522973050294, + "FN": 8317, + "FP": 106, + "IoU": 0.34957528957528955, + "TN": 50820602, + "TP": 4527, + "n_pred": 4633, + "n_ref": 12844 + }, + "6": { + "Dice": 0.8564108134541216, + "FN": 122822, + "FP": 572496, + "IoU": 0.7488797756481447, + "TN": 48064687, + "TP": 2073547, + "n_pred": 2646043, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.6192048139671374, + "FN": 86462, + "FP": 88069, + "IoU": 0.4484407392425545, + "TN": 50517120, + "TP": 141901, + "n_pred": 229970, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9517183238284156, + "FN": 6967, + "FP": 2769, + "IoU": 0.9078841550528417, + "TN": 50727859, + "TP": 95957, + "n_pred": 98726, + "n_ref": 102924 + }, + "9": { + "Dice": 0.7687585299160243, + "FN": 35977, + "FP": 11634, + "IoU": 0.6243767356728099, + "TN": 50706800, + "TP": 79141, + "n_pred": 90775, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7385211019742105, + "FN": 73467, + "FP": 24597, + "IoU": 0.585440710209258, + "TN": 76648310, + "TP": 138486, + "n_pred": 163083, + "n_ref": 211953 + }, + "10": { + "Dice": 0.5811290298018792, + "FN": 26798, + "FP": 28214, + "IoU": 0.40957144237064386, + "TN": 76791687, + "TP": 38161, + "n_pred": 66375, + "n_ref": 64959 + }, + "11": { + "Dice": 0.24939172749391728, + "FN": 2464, + "FP": 4, + "IoU": 0.14246004169562196, + "TN": 76881982, + "TP": 410, + "n_pred": 414, + "n_ref": 2874 + }, + "12": { + "Dice": 0.08794430194210333, + "FN": 2489, + "FP": 0, + "IoU": 0.04599463395937141, + "TN": 76882251, + "TP": 120, + "n_pred": 120, + "n_ref": 2609 + }, + "13": { + "Dice": 0.48678707110413344, + "FN": 22474, + "FP": 20349, + "IoU": 0.3216910600012672, + "TN": 76821728, + "TP": 20309, + "n_pred": 40658, + "n_ref": 42783 + }, + "14": { + "Dice": 0.8642588244937149, + "FN": 7700, + "FP": 15485, + "IoU": 0.7609645957481906, + "TN": 76787866, + "TP": 73809, + "n_pred": 89294, + "n_ref": 81509 + }, + "15": { + "Dice": 0.35254642019020954, + "FN": 31452, + "FP": 0, + "IoU": 0.213994751968012, + "TN": 76844845, + "TP": 8563, + "n_pred": 8563, + "n_ref": 40015 + }, + "2": { + "Dice": 0.8122077433076715, + "FN": 24085, + "FP": 12822, + "IoU": 0.6837961257378833, + "TN": 76768141, + "TP": 79812, + "n_pred": 92634, + "n_ref": 103897 + }, + "3": { + "Dice": 0.7602283496343051, + "FN": 13580, + "FP": 39299, + "IoU": 0.6132003013700634, + "TN": 76748151, + "TP": 83830, + "n_pred": 123129, + "n_ref": 97410 + }, + "4": { + "Dice": 0.8262081784386617, + "FN": 1768, + "FP": 7956, + "IoU": 0.7038796516231196, + "TN": 76852022, + "TP": 23114, + "n_pred": 31070, + "n_ref": 24882 + }, + "5": { + "Dice": 0.6396149136511422, + "FN": 8181, + "FP": 354, + "IoU": 0.4701719535663294, + "TN": 76868751, + "TP": 7574, + "n_pred": 7928, + "n_ref": 15755 + }, + "6": { + "Dice": 0.8712153584355786, + "FN": 37217, + "FP": 286166, + "IoU": 0.7718171618884992, + "TN": 75467650, + "TP": 1093827, + "n_pred": 1379993, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.6573722513498709, + "FN": 56149, + "FP": 53312, + "IoU": 0.4896161665143518, + "TN": 76670392, + "TP": 105007, + "n_pred": 158319, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9321032824587079, + "FN": 5974, + "FP": 4418, + "IoU": 0.8728402917135725, + "TN": 76803136, + "TP": 71332, + "n_pred": 75750, + "n_ref": 77306 + }, + "9": { + "Dice": 0.8584193985666263, + "FN": 21159, + "FP": 2132, + "IoU": 0.7519568898497322, + "TN": 76790961, + "TP": 70608, + "n_pred": 72740, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6946244582314278, + "FN": 49167, + "FP": 17134, + "IoU": 0.5321261476144439, + "TN": 130858225, + "TP": 75406, + "n_pred": 92540, + "n_ref": 124573 + }, + "10": { + "Dice": 0.48415896775136846, + "FN": 31072, + "FP": 25377, + "IoU": 0.3193995659512901, + "TN": 130916992, + "TP": 26491, + "n_pred": 51868, + "n_ref": 57563 + }, + "11": { + "Dice": 0.07102026675905075, + "FN": 5363, + "FP": 0, + "IoU": 0.03681752873563218, + "TN": 130994364, + "TP": 205, + "n_pred": 205, + "n_ref": 5568 + }, + "12": { + "Dice": 0.3002320185614849, + "FN": 6008, + "FP": 24, + "IoU": 0.17663117663117664, + "TN": 130992606, + "TP": 1294, + "n_pred": 1318, + "n_ref": 7302 + }, + "13": { + "Dice": 0.03699256510085022, + "FN": 76892, + "FP": 2507, + "IoU": 0.01884484207404478, + "TN": 130919008, + "TP": 1525, + "n_pred": 4032, + "n_ref": 78417 + }, + "14": { + "Dice": 0.0, + "FN": 946125, + "FP": 9764, + "IoU": 0.0, + "TN": 130044043, + "TP": 0, + "n_pred": 9764, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 7330, + "IoU": 0.0, + "TN": 130967292, + "TP": 0, + "n_pred": 7330, + "n_ref": 25310 + }, + "2": { + "Dice": 0.45666184037292623, + "FN": 152779, + "FP": 4456, + "IoU": 0.29589227579474364, + "TN": 130776621, + "TP": 66076, + "n_pred": 70532, + "n_ref": 218855 + }, + "3": { + "Dice": 0.7190938200028274, + "FN": 36344, + "FP": 156395, + "IoU": 0.5613946058129057, + "TN": 130560496, + "TP": 246697, + "n_pred": 403092, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 2670, + "IoU": 0.0, + "TN": 130994982, + "TP": 0, + "n_pred": 2670, + "n_ref": 2280 + }, + "5": { + "Dice": 0.17255471107206966, + "FN": 21460, + "FP": 205, + "IoU": 0.09442400936298277, + "TN": 130976008, + "TP": 2259, + "n_pred": 2464, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8610670100730446, + "FN": 54472, + "FP": 403289, + "IoU": 0.7560295624839778, + "TN": 129123635, + "TP": 1418536, + "n_pred": 1821825, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.41704437523169885, + "FN": 127007, + "FP": 88426, + "IoU": 0.26345929646179567, + "TN": 130707439, + "TP": 77060, + "n_pred": 165486, + "n_ref": 204067 + }, + "8": { + "Dice": 0.8505707336990289, + "FN": 30196, + "FP": 3474, + "IoU": 0.7399939766944408, + "TN": 130870435, + "TP": 95827, + "n_pred": 99301, + "n_ref": 126023 + }, + "9": { + "Dice": 0.5375525186046298, + "FN": 27856, + "FP": 22665, + "IoU": 0.3675704771919283, + "TN": 130920048, + "TP": 29363, + "n_pred": 52028, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7845067001763483, + "FN": 20271, + "FP": 136, + "IoU": 0.6454224801487325, + "TN": 74369145, + "TP": 37146, + "n_pred": 37282, + "n_ref": 57417 + }, + "10": { + "Dice": 0.194129960161156, + "FN": 70150, + "FP": 1458, + "IoU": 0.10749940797427493, + "TN": 74346465, + "TP": 8625, + "n_pred": 10083, + "n_ref": 78775 + }, + "11": { + "Dice": 0.0, + "FN": 2388, + "FP": 0, + "IoU": 0.0, + "TN": 74424310, + "TP": 0, + "n_pred": 0, + "n_ref": 2388 + }, + "12": { + "Dice": 0.0, + "FN": 2457, + "FP": 0, + "IoU": 0.0, + "TN": 74424241, + "TP": 0, + "n_pred": 0, + "n_ref": 2457 + }, + "13": { + "Dice": 0.15996599946056836, + "FN": 93541, + "FP": 9238, + "IoU": 0.08693643672544751, + "TN": 74314133, + "TP": 9786, + "n_pred": 19024, + "n_ref": 103327 + }, + "14": { + "Dice": 0.7859381220206805, + "FN": 55401, + "FP": 7512, + "IoU": 0.6473624913820646, + "TN": 74248291, + "TP": 115494, + "n_pred": 123006, + "n_ref": 170895 + }, + "15": { + "Dice": 0.4472166893804382, + "FN": 15819, + "FP": 0, + "IoU": 0.28800972184715096, + "TN": 74404480, + "TP": 6399, + "n_pred": 6399, + "n_ref": 22218 + }, + "2": { + "Dice": 0.8315313095922408, + "FN": 27618, + "FP": 9310, + "IoU": 0.711641926239429, + "TN": 74298635, + "TP": 91135, + "n_pred": 100445, + "n_ref": 118753 + }, + "3": { + "Dice": 0.7771079803211834, + "FN": 17621, + "FP": 47529, + "IoU": 0.6354673739103188, + "TN": 74247976, + "TP": 113572, + "n_pred": 161101, + "n_ref": 131193 + }, + "4": { + "Dice": 0.6775275332494951, + "FN": 12681, + "FP": 4243, + "IoU": 0.5123188196985852, + "TN": 74391995, + "TP": 17779, + "n_pred": 22022, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.952336260937255, + "FN": 22018, + "FP": 64623, + "IoU": 0.9090094707193251, + "TN": 73474500, + "TP": 865557, + "n_pred": 930180, + "n_ref": 887575 + }, + "7": { + "Dice": 0.3940512132394051, + "FN": 109987, + "FP": 14650, + "IoU": 0.24536972566494916, + "TN": 74261535, + "TP": 40526, + "n_pred": 55176, + "n_ref": 150513 + }, + "8": { + "Dice": 0.8875436101284904, + "FN": 6726, + "FP": 2525, + "IoU": 0.7978232838691348, + "TN": 74380941, + "TP": 36506, + "n_pred": 39031, + "n_ref": 43232 + }, + "9": { + "Dice": 0.44323639856781066, + "FN": 23621, + "FP": 1881, + "IoU": 0.28471657364036684, + "TN": 74391045, + "TP": 10151, + "n_pred": 12032, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9426266279738122, + "FN": 5924, + "FP": 10446, + "IoU": 0.8914794460612409, + "TN": 106495841, + "TP": 134477, + "n_pred": 144923, + "n_ref": 140401 + }, + "10": { + "Dice": 0.7497943886571486, + "FN": 23219, + "FP": 27586, + "IoU": 0.5997368607646795, + "TN": 106519759, + "TP": 76124, + "n_pred": 103710, + "n_ref": 99343 + }, + "11": { + "Dice": 0.002576766158471119, + "FN": 4645, + "FP": 0, + "IoU": 0.0012900451515803052, + "TN": 106642037, + "TP": 6, + "n_pred": 6, + "n_ref": 4651 + }, + "12": { + "Dice": 0.37952314165497897, + "FN": 4117, + "FP": 307, + "IoU": 0.23420460446598582, + "TN": 106640911, + "TP": 1353, + "n_pred": 1660, + "n_ref": 5470 + }, + "13": { + "Dice": 0.3797592358847799, + "FN": 30864, + "FP": 2059, + "IoU": 0.23438444723501234, + "TN": 106603686, + "TP": 10079, + "n_pred": 12138, + "n_ref": 40943 + }, + "14": { + "Dice": 0.932442321233794, + "FN": 2721, + "FP": 7065, + "IoU": 0.8734350750129333, + "TN": 106569368, + "TP": 67534, + "n_pred": 74599, + "n_ref": 70255 + }, + "15": { + "Dice": 0.47336531661537873, + "FN": 14178, + "FP": 13375, + "IoU": 0.31007111378205127, + "TN": 106606752, + "TP": 12383, + "n_pred": 25758, + "n_ref": 26561 + }, + "2": { + "Dice": 0.10458797147417119, + "FN": 176319, + "FP": 969, + "IoU": 0.05517954402532482, + "TN": 106459046, + "TP": 10354, + "n_pred": 11323, + "n_ref": 186673 + }, + "3": { + "Dice": 0.5855683963085853, + "FN": 7630, + "FP": 194589, + "IoU": 0.4139955546668753, + "TN": 106301607, + "TP": 142862, + "n_pred": 337451, + "n_ref": 150492 + }, + "4": { + "Dice": 0.7948010024211019, + "FN": 727, + "FP": 4104, + "IoU": 0.6594769859730739, + "TN": 106632501, + "TP": 9356, + "n_pred": 13460, + "n_ref": 10083 + }, + "5": { + "Dice": 0.0, + "FN": 4442, + "FP": 0, + "IoU": 0.0, + "TN": 106642246, + "TP": 0, + "n_pred": 0, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9738090843037527, + "FN": 32867, + "FP": 33819, + "IoU": 0.948955081757906, + "TN": 105340270, + "TP": 1239732, + "n_pred": 1273551, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.8847180460707369, + "FN": 59082, + "FP": 13304, + "IoU": 0.793268503048737, + "TN": 106296543, + "TP": 277759, + "n_pred": 291063, + "n_ref": 336841 + }, + "8": { + "Dice": 0.922985527577766, + "FN": 6554, + "FP": 4206, + "IoU": 0.8569852599120114, + "TN": 106571451, + "TP": 64477, + "n_pred": 68683, + "n_ref": 71031 + }, + "9": { + "Dice": 0.8431144683323649, + "FN": 19789, + "FP": 4511, + "IoU": 0.7287795077850326, + "TN": 106557093, + "TP": 65295, + "n_pred": 69806, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8078668238067177, + "FN": 45068, + "FP": 7100, + "IoU": 0.6776649118904624, + "TN": 107965084, + "TP": 109676, + "n_pred": 116776, + "n_ref": 154744 + }, + "10": { + "Dice": 0.7422479106459423, + "FN": 14620, + "FP": 31580, + "IoU": 0.590138483512389, + "TN": 108014207, + "TP": 66521, + "n_pred": 98101, + "n_ref": 81141 + }, + "11": { + "Dice": 0.07723963279518835, + "FN": 2915, + "FP": 0, + "IoU": 0.040171221600263415, + "TN": 108123891, + "TP": 122, + "n_pred": 122, + "n_ref": 3037 + }, + "12": { + "Dice": 0.6256410256410256, + "FN": 2083, + "FP": 180, + "IoU": 0.4552238805970149, + "TN": 108122774, + "TP": 1891, + "n_pred": 2071, + "n_ref": 3974 + }, + "13": { + "Dice": 0.6351065319266342, + "FN": 38865, + "FP": 5440, + "IoU": 0.4653158263136299, + "TN": 108044066, + "TP": 38557, + "n_pred": 43997, + "n_ref": 77422 + }, + "14": { + "Dice": 0.6725000767553959, + "FN": 7037, + "FP": 24964, + "IoU": 0.5065914242101854, + "TN": 108062071, + "TP": 32856, + "n_pred": 57820, + "n_ref": 39893 + }, + "15": { + "Dice": 0.5568355443455485, + "FN": 15751, + "FP": 2522, + "IoU": 0.38584344435855206, + "TN": 108097175, + "TP": 11480, + "n_pred": 14002, + "n_ref": 27231 + }, + "2": { + "Dice": 0.8286793727178707, + "FN": 52981, + "FP": 3838, + "IoU": 0.7074744125702753, + "TN": 107932692, + "TP": 137417, + "n_pred": 141255, + "n_ref": 190398 + }, + "3": { + "Dice": 0.8499021278138253, + "FN": 12666, + "FP": 53586, + "IoU": 0.7389824365106256, + "TN": 107873106, + "TP": 187570, + "n_pred": 241156, + "n_ref": 200236 + }, + "4": { + "Dice": 0.8565606936416185, + "FN": 3672, + "FP": 6254, + "IoU": 0.7491090159997978, + "TN": 108087365, + "TP": 29637, + "n_pred": 35891, + "n_ref": 33309 + }, + "5": { + "Dice": 0.17411764705882352, + "FN": 3507, + "FP": 3, + "IoU": 0.09536082474226804, + "TN": 108123048, + "TP": 370, + "n_pred": 373, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9615201704605837, + "FN": 31753, + "FP": 84115, + "IoU": 0.9258920039756905, + "TN": 106563426, + "TP": 1447634, + "n_pred": 1531749, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.7418419317161541, + "FN": 69652, + "FP": 60312, + "IoU": 0.5896253820698715, + "TN": 107810232, + "TP": 186732, + "n_pred": 247044, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9209519516395621, + "FN": 3332, + "FP": 3507, + "IoU": 0.8534855820729251, + "TN": 108080250, + "TP": 39839, + "n_pred": 43346, + "n_ref": 43171 + }, + "9": { + "Dice": 0.8582392417262752, + "FN": 13205, + "FP": 2828, + "IoU": 0.7516804510113683, + "TN": 108062362, + "TP": 48533, + "n_pred": 51361, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6738861047382539, + "FN": 56788, + "FP": 8741, + "IoU": 0.5081660837323806, + "TN": 62436926, + "TP": 67705, + "n_pred": 76446, + "n_ref": 124493 + }, + "10": { + "Dice": 0.5240576549999199, + "FN": 26460, + "FP": 32910, + "IoU": 0.35506648127226903, + "TN": 62478104, + "TP": 32686, + "n_pred": 65596, + "n_ref": 59146 + }, + "11": { + "Dice": 0.2891566265060241, + "FN": 1704, + "FP": 7, + "IoU": 0.16901408450704225, + "TN": 62568101, + "TP": 348, + "n_pred": 355, + "n_ref": 2052 + }, + "12": { + "Dice": 0.33899543378995434, + "FN": 3339, + "FP": 280, + "IoU": 0.20409060919287442, + "TN": 62565613, + "TP": 928, + "n_pred": 1208, + "n_ref": 4267 + }, + "13": { + "Dice": 0.6171137764365905, + "FN": 17578, + "FP": 12366, + "IoU": 0.4462505779010633, + "TN": 62516085, + "TP": 24131, + "n_pred": 36497, + "n_ref": 41709 + }, + "14": { + "Dice": 0.5430430399602513, + "FN": 222189, + "FP": 376, + "IoU": 0.3727241468721464, + "TN": 62215348, + "TP": 132247, + "n_pred": 132623, + "n_ref": 354436 + }, + "15": { + "Dice": 0.009790841797211224, + "FN": 90884, + "FP": 1150, + "IoU": 0.004919503941009201, + "TN": 62477671, + "TP": 455, + "n_pred": 1605, + "n_ref": 91339 + }, + "2": { + "Dice": 0.6589572395729804, + "FN": 82478, + "FP": 5023, + "IoU": 0.49137675473014214, + "TN": 62398125, + "TP": 84534, + "n_pred": 89557, + "n_ref": 167012 + }, + "3": { + "Dice": 0.7615789897551319, + "FN": 20494, + "FP": 92004, + "IoU": 0.6149596812836274, + "TN": 62277988, + "TP": 179674, + "n_pred": 271678, + "n_ref": 200168 + }, + "4": { + "Dice": 0.8881368918401226, + "FN": 2615, + "FP": 2641, + "IoU": 0.7987825887217181, + "TN": 62544039, + "TP": 20865, + "n_pred": 23506, + "n_ref": 23480 + }, + "5": { + "Dice": 0.12959799567247465, + "FN": 7606, + "FP": 37, + "IoU": 0.06928884559181685, + "TN": 62561948, + "TP": 569, + "n_pred": 606, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9124186080977895, + "FN": 41560, + "FP": 230276, + "IoU": 0.8389428275358257, + "TN": 60882337, + "TP": 1415987, + "n_pred": 1646263, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.6917985479696769, + "FN": 66573, + "FP": 41083, + "IoU": 0.5288165266106443, + "TN": 62341680, + "TP": 120824, + "n_pred": 161907, + "n_ref": 187397 + }, + "8": { + "Dice": 0.8830104641036989, + "FN": 8270, + "FP": 8120, + "IoU": 0.7905270691682429, + "TN": 62491916, + "TP": 61854, + "n_pred": 69974, + "n_ref": 70124 + }, + "9": { + "Dice": 0.747908018097859, + "FN": 9510, + "FP": 17513, + "IoU": 0.5973267370993458, + "TN": 62503051, + "TP": 40086, + "n_pred": 57599, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2107160299330445, + "FN": 247270, + "FP": 3229, + "IoU": 0.11776556067014866, + "TN": 55097311, + "TP": 33438, + "n_pred": 36667, + "n_ref": 280708 + }, + "10": { + "Dice": 0.7313197007742891, + "FN": 20796, + "FP": 20185, + "IoU": 0.5764412840812783, + "TN": 55284494, + "TP": 55773, + "n_pred": 75958, + "n_ref": 76569 + }, + "11": { + "Dice": 0.1936416184971098, + "FN": 3858, + "FP": 48, + "IoU": 0.1072, + "TN": 55376873, + "TP": 469, + "n_pred": 517, + "n_ref": 4327 + }, + "12": { + "Dice": 0.3064544341437817, + "FN": 3852, + "FP": 113, + "IoU": 0.18095434827514975, + "TN": 55376407, + "TP": 876, + "n_pred": 989, + "n_ref": 4728 + }, + "13": { + "Dice": 0.6035896050083323, + "FN": 28068, + "FP": 7138, + "IoU": 0.43224370655872535, + "TN": 55319239, + "TP": 26803, + "n_pred": 33941, + "n_ref": 54871 + }, + "14": { + "Dice": 0.7769718996637339, + "FN": 22287, + "FP": 19564, + "IoU": 0.6352854030501089, + "TN": 55266498, + "TP": 72899, + "n_pred": 92463, + "n_ref": 95186 + }, + "15": { + "Dice": 0.7064840982366756, + "FN": 34612, + "FP": 9632, + "IoU": 0.5461734929378096, + "TN": 55283757, + "TP": 53247, + "n_pred": 62879, + "n_ref": 87859 + }, + "2": { + "Dice": 0.6717352074013827, + "FN": 89653, + "FP": 13669, + "IoU": 0.5057238670665959, + "TN": 55172211, + "TP": 105715, + "n_pred": 119384, + "n_ref": 195368 + }, + "3": { + "Dice": 0.7519451075638711, + "FN": 21041, + "FP": 86401, + "IoU": 0.6024936179658885, + "TN": 55110958, + "TP": 162848, + "n_pred": 249249, + "n_ref": 183889 + }, + "4": { + "Dice": 0.555645696585294, + "FN": 3642, + "FP": 2383, + "IoU": 0.38470179738562094, + "TN": 55371456, + "TP": 3767, + "n_pred": 6150, + "n_ref": 7409 + }, + "5": { + "Dice": 0.49174214171550346, + "FN": 3794, + "FP": 22, + "IoU": 0.3260332038149064, + "TN": 55375586, + "TP": 1846, + "n_pred": 1868, + "n_ref": 5640 + }, + "6": { + "Dice": 0.88510154205323, + "FN": 37663, + "FP": 341690, + "IoU": 0.7938853406284723, + "TN": 53540753, + "TP": 1461142, + "n_pred": 1802832, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.7569149575705417, + "FN": 55640, + "FP": 21188, + "IoU": 0.6089003823030834, + "TN": 55184807, + "TP": 119613, + "n_pred": 140801, + "n_ref": 175253 + }, + "8": { + "Dice": 0.914453837051882, + "FN": 4160, + "FP": 3865, + "IoU": 0.8423905571812951, + "TN": 55330331, + "TP": 42892, + "n_pred": 46757, + "n_ref": 47052 + }, + "9": { + "Dice": 0.798084100522518, + "FN": 12426, + "FP": 7050, + "IoU": 0.6640099368595384, + "TN": 55323282, + "TP": 38490, + "n_pred": 45540, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.811693733316086, + "FN": 81667, + "FP": 14411, + "IoU": 0.6830677882236517, + "TN": 110843465, + "TP": 207072, + "n_pred": 221483, + "n_ref": 288739 + }, + "10": { + "Dice": 0.7811230785819545, + "FN": 17076, + "FP": 19462, + "IoU": 0.6408547613430841, + "TN": 111044879, + "TP": 65198, + "n_pred": 84660, + "n_ref": 82274 + }, + "11": { + "Dice": 0.4150616749621294, + "FN": 2675, + "FP": 28, + "IoU": 0.2618787547788094, + "TN": 111142953, + "TP": 959, + "n_pred": 987, + "n_ref": 3634 + }, + "12": { + "Dice": 0.4429662478442966, + "FN": 2205, + "FP": 56, + "IoU": 0.28449367088607597, + "TN": 111143455, + "TP": 899, + "n_pred": 955, + "n_ref": 3104 + }, + "13": { + "Dice": 0.6494895764070873, + "FN": 29383, + "FP": 6463, + "IoU": 0.48092155755390475, + "TN": 111077558, + "TP": 33211, + "n_pred": 39674, + "n_ref": 62594 + }, + "14": { + "Dice": 0.8384250373213905, + "FN": 9665, + "FP": 2457, + "IoU": 0.721800197369931, + "TN": 111103042, + "TP": 31451, + "n_pred": 33908, + "n_ref": 41116 + }, + "15": { + "Dice": 0.29916610871020755, + "FN": 20449, + "FP": 2579, + "IoU": 0.17589378377411158, + "TN": 111118672, + "TP": 4915, + "n_pred": 7494, + "n_ref": 25364 + }, + "2": { + "Dice": 0.8334676422869054, + "FN": 39532, + "FP": 6965, + "IoU": 0.7144830889396507, + "TN": 110983763, + "TP": 116355, + "n_pred": 123320, + "n_ref": 155887 + }, + "3": { + "Dice": 0.7377332973885843, + "FN": 79000, + "FP": 38715, + "IoU": 0.5844512065970997, + "TN": 110863339, + "TP": 165561, + "n_pred": 204276, + "n_ref": 244561 + }, + "4": { + "Dice": 0.7592785205104138, + "FN": 3873, + "FP": 5616, + "IoU": 0.6119653226466018, + "TN": 111122161, + "TP": 14965, + "n_pred": 20581, + "n_ref": 18838 + }, + "5": { + "Dice": 0.22976985894580548, + "FN": 4148, + "FP": 2, + "IoU": 0.12979660306143845, + "TN": 111141846, + "TP": 619, + "n_pred": 621, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9510609343071503, + "FN": 26879, + "FP": 135451, + "IoU": 0.9066884487507875, + "TN": 109406959, + "TP": 1577326, + "n_pred": 1712777, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.3719238756199113, + "FN": 289418, + "FP": 12127, + "IoU": 0.22844378714878963, + "TN": 110755788, + "TP": 89282, + "n_pred": 101409, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9222550436804726, + "FN": 7179, + "FP": 5191, + "IoU": 0.8557266153487287, + "TN": 111060875, + "TP": 73370, + "n_pred": 78561, + "n_ref": 80549 + }, + "9": { + "Dice": 0.8506932802114356, + "FN": 12723, + "FP": 2417, + "IoU": 0.7401795061008049, + "TN": 111088344, + "TP": 43131, + "n_pred": 45548, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9360478932918043, + "FN": 17066, + "FP": 8230, + "IoU": 0.8797838618769039, + "TN": 96910604, + "TP": 185125, + "n_pred": 193355, + "n_ref": 202191 + }, + "10": { + "Dice": 0.7295252798147434, + "FN": 17695, + "FP": 24353, + "IoU": 0.5742147153533022, + "TN": 97022271, + "TP": 56706, + "n_pred": 81059, + "n_ref": 74401 + }, + "11": { + "Dice": 0.15558698727015557, + "FN": 3582, + "FP": 0, + "IoU": 0.0843558282208589, + "TN": 97117113, + "TP": 330, + "n_pred": 330, + "n_ref": 3912 + }, + "12": { + "Dice": 0.19226260257913247, + "FN": 4709, + "FP": 114, + "IoU": 0.10635538261997406, + "TN": 97115628, + "TP": 574, + "n_pred": 688, + "n_ref": 5283 + }, + "13": { + "Dice": 0.6989089759131397, + "FN": 18220, + "FP": 10343, + "IoU": 0.5371714683864277, + "TN": 97059311, + "TP": 33151, + "n_pred": 43494, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9012977868813109, + "FN": 20661, + "FP": 4011, + "IoU": 0.8203294542594561, + "TN": 96983707, + "TP": 112646, + "n_pred": 116657, + "n_ref": 133307 + }, + "15": { + "Dice": 0.7269177841072743, + "FN": 23071, + "FP": 11061, + "IoU": 0.5709904474610357, + "TN": 97041465, + "TP": 45428, + "n_pred": 56489, + "n_ref": 68499 + }, + "2": { + "Dice": 0.6247332117909418, + "FN": 89094, + "FP": 4973, + "IoU": 0.454263287056107, + "TN": 96948658, + "TP": 78300, + "n_pred": 83273, + "n_ref": 167394 + }, + "3": { + "Dice": 0.7369998943526509, + "FN": 34979, + "FP": 96960, + "IoU": 0.5835311422835571, + "TN": 96804221, + "TP": 184865, + "n_pred": 281825, + "n_ref": 219844 + }, + "4": { + "Dice": 0.6819173026922755, + "FN": 972, + "FP": 14198, + "IoU": 0.5173554770767713, + "TN": 97089594, + "TP": 16261, + "n_pred": 30459, + "n_ref": 17233 + }, + "5": { + "Dice": 0.0, + "FN": 12458, + "FP": 0, + "IoU": 0.0, + "TN": 97108567, + "TP": 0, + "n_pred": 0, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9318299554843806, + "FN": 31748, + "FP": 195906, + "IoU": 0.8723610629868724, + "TN": 95337447, + "TP": 1555924, + "n_pred": 1751830, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.5304055067013335, + "FN": 202936, + "FP": 16328, + "IoU": 0.3609196340350867, + "TN": 96777932, + "TP": 123829, + "n_pred": 140157, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9304625708213475, + "FN": 9701, + "FP": 3812, + "IoU": 0.8699672825250192, + "TN": 97017105, + "TP": 90407, + "n_pred": 94219, + "n_ref": 100108 + }, + "9": { + "Dice": 0.8914061984470888, + "FN": 14393, + "FP": 5355, + "IoU": 0.8040873015873016, + "TN": 97020225, + "TP": 81052, + "n_pred": 86407, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8548240779017959, + "FN": 48253, + "FP": 2317, + "IoU": 0.7464565586880118, + "TN": 78856952, + "TP": 148883, + "n_pred": 151200, + "n_ref": 197136 + }, + "10": { + "Dice": 0.6225821340158604, + "FN": 48498, + "FP": 5472, + "IoU": 0.45199220177896915, + "TN": 78957921, + "TP": 44514, + "n_pred": 49986, + "n_ref": 93012 + }, + "11": { + "Dice": 0.009262322196493549, + "FN": 2995, + "FP": 0, + "IoU": 0.004652708541043536, + "TN": 79053396, + "TP": 14, + "n_pred": 14, + "n_ref": 3009 + }, + "12": { + "Dice": 0.003986710963455149, + "FN": 2998, + "FP": 0, + "IoU": 0.0019973368841544607, + "TN": 79053401, + "TP": 6, + "n_pred": 6, + "n_ref": 3004 + }, + "13": { + "Dice": 0.5185139280513122, + "FN": 40374, + "FP": 6243, + "IoU": 0.34999581694971976, + "TN": 78984687, + "TP": 25101, + "n_pred": 31344, + "n_ref": 65475 + }, + "14": { + "Dice": 0.5679699818374149, + "FN": 9421, + "FP": 33871, + "IoU": 0.39661876820582864, + "TN": 78984656, + "TP": 28457, + "n_pred": 62328, + "n_ref": 37878 + }, + "15": { + "Dice": 0.4148518815052042, + "FN": 28169, + "FP": 1065, + "IoU": 0.26171174583933127, + "TN": 79016808, + "TP": 10363, + "n_pred": 11428, + "n_ref": 38532 + }, + "2": { + "Dice": 0.8770438010950273, + "FN": 19198, + "FP": 7032, + "IoU": 0.7810133662829043, + "TN": 78936626, + "TP": 93549, + "n_pred": 100581, + "n_ref": 112747 + }, + "3": { + "Dice": 0.8499154326605706, + "FN": 12587, + "FP": 25836, + "IoU": 0.7390025540702098, + "TN": 78909189, + "TP": 108793, + "n_pred": 134629, + "n_ref": 121380 + }, + "4": { + "Dice": 0.5500816890787985, + "FN": 4105, + "FP": 3055, + "IoU": 0.3793880558204039, + "TN": 79044868, + "TP": 4377, + "n_pred": 7432, + "n_ref": 8482 + }, + "5": { + "Dice": 0.5268032556834129, + "FN": 3081, + "FP": 291, + "IoU": 0.35759192227090875, + "TN": 79051156, + "TP": 1877, + "n_pred": 2168, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9396439019744919, + "FN": 45787, + "FP": 117733, + "IoU": 0.8861588137458777, + "TN": 77620018, + "TP": 1272867, + "n_pred": 1390600, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.5900853151249753, + "FN": 272176, + "FP": 8179, + "IoU": 0.4185255472938639, + "TN": 78574260, + "TP": 201790, + "n_pred": 209969, + "n_ref": 473966 + }, + "8": { + "Dice": 0.8760774475749389, + "FN": 4288, + "FP": 3418, + "IoU": 0.7794820432107598, + "TN": 79021460, + "TP": 27239, + "n_pred": 30657, + "n_ref": 31527 + }, + "9": { + "Dice": 0.8420245755034726, + "FN": 16916, + "FP": 3487, + "IoU": 0.727152371018214, + "TN": 78981627, + "TP": 54375, + "n_pred": 57862, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9528443711108954, + "FN": 12535, + "FP": 9328, + "IoU": 0.9099357772843555, + "TN": 122469191, + "TP": 220886, + "n_pred": 230214, + "n_ref": 233421 + }, + "10": { + "Dice": 0.7503735389291599, + "FN": 22510, + "FP": 35964, + "IoU": 0.6004782727521181, + "TN": 122565580, + "TP": 87886, + "n_pred": 123850, + "n_ref": 110396 + }, + "11": { + "Dice": 0.0, + "FN": 4182, + "FP": 7, + "IoU": 0.0, + "TN": 122707751, + "TP": 0, + "n_pred": 7, + "n_ref": 4182 + }, + "12": { + "Dice": 0.0, + "FN": 6290, + "FP": 16, + "IoU": 0.0, + "TN": 122705634, + "TP": 0, + "n_pred": 16, + "n_ref": 6290 + }, + "13": { + "Dice": 0.2157497543984996, + "FN": 44137, + "FP": 26113, + "IoU": 0.12091899941186039, + "TN": 122632027, + "TP": 9663, + "n_pred": 35776, + "n_ref": 53800 + }, + "14": { + "Dice": 0.7425064195918235, + "FN": 16177, + "FP": 47298, + "IoU": 0.5904653758556838, + "TN": 122556947, + "TP": 91518, + "n_pred": 138816, + "n_ref": 107695 + }, + "15": { + "Dice": 0.7200940776140315, + "FN": 22309, + "FP": 65, + "IoU": 0.5626148492786488, + "TN": 122660786, + "TP": 28780, + "n_pred": 28845, + "n_ref": 51089 + }, + "2": { + "Dice": 0.6138788711573663, + "FN": 75066, + "FP": 2771, + "IoU": 0.4428753435639029, + "TN": 122572228, + "TP": 61875, + "n_pred": 64646, + "n_ref": 136941 + }, + "3": { + "Dice": 0.7489301261228086, + "FN": 3514, + "FP": 91939, + "IoU": 0.5986317325360884, + "TN": 122474121, + "TP": 142366, + "n_pred": 234305, + "n_ref": 145880 + }, + "4": { + "Dice": 0.5407838298372407, + "FN": 19457, + "FP": 58697, + "IoU": 0.3705988467609445, + "TN": 122587768, + "TP": 46018, + "n_pred": 104715, + "n_ref": 65475 + }, + "5": { + "Dice": 0.0, + "FN": 17209, + "FP": 233, + "IoU": 0.0, + "TN": 122694498, + "TP": 0, + "n_pred": 233, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9158247339869137, + "FN": 31987, + "FP": 276622, + "IoU": 0.8447201874976729, + "TN": 120724502, + "TP": 1678829, + "n_pred": 1955451, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.5676344063235076, + "FN": 298363, + "FP": 109695, + "IoU": 0.39629156748071886, + "TN": 122036021, + "TP": 267861, + "n_pred": 377556, + "n_ref": 566224 + }, + "8": { + "Dice": 0.9150049944047646, + "FN": 14618, + "FP": 8016, + "IoU": 0.8433264574363518, + "TN": 122567474, + "TP": 121832, + "n_pred": 129848, + "n_ref": 136450 + }, + "9": { + "Dice": 0.7425681945873605, + "FN": 15932, + "FP": 24847, + "IoU": 0.5905435120942235, + "TN": 122612347, + "TP": 58814, + "n_pred": 83661, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/loop_001/summary_cross_val.json b/nnActive_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/loop_001/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..62600225e7dbee102862f83064b47b6adb4b57d9 --- /dev/null +++ b/nnActive_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/loop_001/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.3218040588792543, + "FN": 1739.8088888888888, + "FP": 1178.4399999999998, + "IoU": 0.2627941712679243, + "TN": 501983.15777777776, + "TP": 3271.393333333333, + "n_pred": 4449.833333333334, + "n_ref": 5011.202222222223 + }, + "mean": { + "1": { + "Dice": 0.26631578085090124, + "FN": 4612.733333333334, + "FP": 267.3666666666667, + "IoU": 0.21945085214928142, + "TN": 502147.3, + "TP": 1145.4, + "n_pred": 1412.7666666666667, + "n_ref": 5758.133333333333 + }, + "10": { + "Dice": 0.32932059925068985, + "FN": 1141.3666666666666, + "FP": 1844.1333333333334, + "IoU": 0.24598188003366883, + "TN": 503387.6, + "TP": 1799.7, + "n_pred": 3643.8333333333335, + "n_ref": 2941.0666666666666 + }, + "11": { + "Dice": 0.0, + "FN": 291.53333333333336, + "FP": 0.0, + "IoU": 0.0, + "TN": 507881.26666666666, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 291.53333333333336 + }, + "12": { + "Dice": 0.0, + "FN": 186.13333333333333, + "FP": 0.0, + "IoU": 0.0, + "TN": 507986.6666666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 186.13333333333333 + }, + "13": { + "Dice": 0.18559067841487795, + "FN": 1524.0, + "FP": 302.46666666666664, + "IoU": 0.12339169073556641, + "TN": 505318.1666666667, + "TP": 1028.1666666666667, + "n_pred": 1330.6333333333334, + "n_ref": 2552.1666666666665 + }, + "14": { + "Dice": 0.37153339961872917, + "FN": 1754.3666666666666, + "FP": 496.06666666666666, + "IoU": 0.2886982827759416, + "TN": 503749.1, + "TP": 2173.266666666667, + "n_pred": 2669.3333333333335, + "n_ref": 3927.633333333333 + }, + "15": { + "Dice": 0.42412938782583964, + "FN": 973.7, + "FP": 221.3, + "IoU": 0.31134941981886344, + "TN": 505975.3, + "TP": 1002.5, + "n_pred": 1223.8, + "n_ref": 1976.2 + }, + "2": { + "Dice": 0.31372357281352753, + "FN": 226.4, + "FP": 714.2666666666667, + "IoU": 0.2805507167733742, + "TN": 505745.9, + "TP": 1486.2333333333333, + "n_pred": 2200.5, + "n_ref": 1712.6333333333334 + }, + "3": { + "Dice": 0.30959698188025125, + "FN": 6291.433333333333, + "FP": 348.53333333333336, + "IoU": 0.25874701465325783, + "TN": 497687.3333333333, + "TP": 3845.5, + "n_pred": 4194.033333333334, + "n_ref": 10136.933333333332 + }, + "4": { + "Dice": 0.21200877121577305, + "FN": 134.53333333333333, + "FP": 148.56666666666666, + "IoU": 0.17300850613394034, + "TN": 507505.76666666666, + "TP": 383.93333333333334, + "n_pred": 532.5, + "n_ref": 518.4666666666667 + }, + "5": { + "Dice": 0.46136256542521764, + "FN": 259.8666666666667, + "FP": 67.16666666666667, + "IoU": 0.3531237053167466, + "TN": 507495.0, + "TP": 350.76666666666665, + "n_pred": 417.93333333333334, + "n_ref": 610.6333333333333 + }, + "6": { + "Dice": 0.581799398762806, + "FN": 2361.3333333333335, + "FP": 11063.4, + "IoU": 0.5259474458733328, + "TN": 467208.6, + "TP": 27539.466666666667, + "n_pred": 38602.86666666667, + "n_ref": 29900.8 + }, + "7": { + "Dice": 0.42057345932311974, + "FN": 3344.133333333333, + "FP": 1225.8666666666666, + "IoU": 0.33757959767722645, + "TN": 498889.43333333335, + "TP": 4713.366666666667, + "n_pred": 5939.233333333334, + "n_ref": 8057.5 + }, + "8": { + "Dice": 0.5577437205929553, + "FN": 2336.0666666666666, + "FP": 618.9666666666667, + "IoU": 0.49077876084642863, + "TN": 502869.73333333334, + "TP": 2348.0333333333333, + "n_pred": 2967.0, + "n_ref": 4684.1 + }, + "9": { + "Dice": 0.39336256721412516, + "FN": 659.5333333333333, + "FP": 358.5, + "IoU": 0.33330469623123665, + "TN": 505900.2, + "TP": 1254.5666666666666, + "n_pred": 1613.0666666666666, + "n_ref": 1914.1 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.2411408815903198, + "FN": 1754, + "FP": 2, + "IoU": 0.1371007371007371, + "TN": 523661, + "TP": 279, + "n_pred": 281, + "n_ref": 2033 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9840902548057859, + "FN": 3585, + "FP": 2273, + "IoU": 0.9686788215794258, + "TN": 338666, + "TP": 181172, + "n_pred": 183445, + "n_ref": 184757 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 210, + "IoU": 0.0, + "TN": 525486, + "TP": 0, + "n_pred": 210, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 144468, + "FP": 0, + "IoU": 0.0, + "TN": 381228, + "TP": 0, + "n_pred": 0, + "n_ref": 144468 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1256, + "IoU": 0.0, + "TN": 524440, + "TP": 0, + "n_pred": 1256, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 145407, + "IoU": 0.0, + "TN": 380289, + "TP": 0, + "n_pred": 145407, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 94, + "IoU": 0.0, + "TN": 525602, + "TP": 0, + "n_pred": 94, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.3438208781622565, + "FN": 15748, + "FP": 6818, + "IoU": 0.20759884823372426, + "TN": 321986, + "TP": 5912, + "n_pred": 12730, + "n_ref": 21660 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 88, + "FP": 0, + "IoU": 0.0, + "TN": 350376, + "TP": 0, + "n_pred": 0, + "n_ref": 88 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 350453, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "14": { + "Dice": 0.49550735160646214, + "FN": 22151, + "FP": 83, + "IoU": 0.3293517932012186, + "TN": 317311, + "TP": 10919, + "n_pred": 11002, + "n_ref": 33070 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 807, + "IoU": 0.0, + "TN": 349657, + "TP": 0, + "n_pred": 807, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 297, + "IoU": 0.0, + "TN": 350167, + "TP": 0, + "n_pred": 297, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7399211055151711, + "FN": 1472, + "FP": 9011, + "IoU": 0.5872022051584957, + "TN": 325069, + "TP": 14912, + "n_pred": 23923, + "n_ref": 16384 + }, + "7": { + "Dice": 0.7363706524627083, + "FN": 15743, + "FP": 5094, + "IoU": 0.582742600825023, + "TN": 300526, + "TP": 29101, + "n_pred": 34195, + "n_ref": 44844 + }, + "8": { + "Dice": 0.9000935453695043, + "FN": 417, + "FP": 1719, + "IoU": 0.8183364517775131, + "TN": 338706, + "TP": 9622, + "n_pred": 11341, + "n_ref": 10039 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1006, + "IoU": 0.0, + "TN": 524690, + "TP": 0, + "n_pred": 1006, + "n_ref": 0 + }, + "10": { + "Dice": 0.5878118406354722, + "FN": 794, + "FP": 5848, + "IoU": 0.41624187027597115, + "TN": 514318, + "TP": 4736, + "n_pred": 10584, + "n_ref": 5530 + }, + "11": { + "Dice": 0.0, + "FN": 380, + "FP": 0, + "IoU": 0.0, + "TN": 525316, + "TP": 0, + "n_pred": 0, + "n_ref": 380 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5555290373906125, + "FN": 19009, + "FP": 3339, + "IoU": 0.3845899653026381, + "TN": 489382, + "TP": 13966, + "n_pred": 17305, + "n_ref": 32975 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.10614525139664804, + "FN": 3473, + "FP": 47, + "IoU": 0.05604719764011799, + "TN": 521967, + "TP": 209, + "n_pred": 256, + "n_ref": 3682 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3387, + "IoU": 0.0, + "TN": 522309, + "TP": 0, + "n_pred": 3387, + "n_ref": 0 + }, + "4": { + "Dice": 0.6136986301369863, + "FN": 274, + "FP": 8, + "IoU": 0.4426877470355731, + "TN": 525190, + "TP": 224, + "n_pred": 232, + "n_ref": 498 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7297168310531339, + "FN": 2531, + "FP": 867, + "IoU": 0.574452097683156, + "TN": 517711, + "TP": 4587, + "n_pred": 5454, + "n_ref": 7118 + }, + "7": { + "Dice": 0.6136608103262818, + "FN": 2922, + "FP": 1388, + "IoU": 0.44264839001681106, + "TN": 517963, + "TP": 3423, + "n_pred": 4811, + "n_ref": 6345 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 49, + "IoU": 0.0, + "TN": 525647, + "TP": 0, + "n_pred": 49, + "n_ref": 0 + }, + "9": { + "Dice": 0.8847175167109239, + "FN": 365, + "FP": 894, + "IoU": 0.7932676518883416, + "TN": 519606, + "TP": 4831, + "n_pred": 5725, + "n_ref": 5196 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9872773851808765, + "FN": 1736, + "FP": 320, + "IoU": 0.9748744332693788, + "TN": 443867, + "TP": 79773, + "n_pred": 80093, + "n_ref": 81509 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 2054, + "FP": 0, + "IoU": 0.0, + "TN": 523642, + "TP": 0, + "n_pred": 0, + "n_ref": 2054 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 525694, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8853357697578803, + "FN": 55, + "FP": 949, + "IoU": 0.7942622950819672, + "TN": 520816, + "TP": 3876, + "n_pred": 4825, + "n_ref": 3931 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9696041055718475, + "FN": 2447, + "FP": 1699, + "IoU": 0.9410015226331593, + "TN": 455423, + "TP": 66127, + "n_pred": 67826, + "n_ref": 68574 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8615155279503106, + "FN": 1059, + "FP": 1728, + "IoU": 0.7567213687150838, + "TN": 514240, + "TP": 8669, + "n_pred": 10397, + "n_ref": 9728 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.10204081632653061, + "FN": 176, + "FP": 0, + "IoU": 0.053763440860215055, + "TN": 700742, + "TP": 10, + "n_pred": 10, + "n_ref": 186 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4660482374768089, + "FN": 1301, + "FP": 138, + "IoU": 0.30382196419932267, + "TN": 698861, + "TP": 628, + "n_pred": 766, + "n_ref": 1929 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8683815895720383, + "FN": 2055, + "FP": 1368, + "IoU": 0.7673802242609582, + "TN": 686213, + "TP": 11292, + "n_pred": 12660, + "n_ref": 13347 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9823096185005156, + "FN": 1943, + "FP": 2861, + "IoU": 0.9652342562707155, + "TN": 562746, + "TP": 133378, + "n_pred": 136239, + "n_ref": 135321 + }, + "7": { + "Dice": 0.05895691609977324, + "FN": 415, + "FP": 0, + "IoU": 0.030373831775700934, + "TN": 700500, + "TP": 13, + "n_pred": 13, + "n_ref": 428 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7434856175972927, + "FN": 2966, + "FP": 66, + "IoU": 0.5917048208995421, + "TN": 343038, + "TP": 4394, + "n_pred": 4460, + "n_ref": 7360 + }, + "10": { + "Dice": 0.591927403346252, + "FN": 4201, + "FP": 116, + "IoU": 0.4203813104189044, + "TN": 343016, + "TP": 3131, + "n_pred": 3247, + "n_ref": 7332 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3584, + "FP": 0, + "IoU": 0.0, + "TN": 346880, + "TP": 0, + "n_pred": 0, + "n_ref": 3584 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 350461, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 890, + "IoU": 0.0, + "TN": 349574, + "TP": 0, + "n_pred": 890, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8970782280867107, + "FN": 1847, + "FP": 337, + "IoU": 0.8133652367116733, + "TN": 338762, + "TP": 9518, + "n_pred": 9855, + "n_ref": 11365 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 860, + "FP": 0, + "IoU": 0.0, + "TN": 349604, + "TP": 0, + "n_pred": 0, + "n_ref": 860 + }, + "6": { + "Dice": 0.10348258706467661, + "FN": 876, + "FP": 2728, + "IoU": 0.05456453305351522, + "TN": 346652, + "TP": 208, + "n_pred": 2936, + "n_ref": 1084 + }, + "7": { + "Dice": 0.905346438978726, + "FN": 4927, + "FP": 1342, + "IoU": 0.8270620689655173, + "TN": 314214, + "TP": 29981, + "n_pred": 31323, + "n_ref": 34908 + }, + "8": { + "Dice": 0.8420808942686113, + "FN": 334, + "FP": 4441, + "IoU": 0.727236376099623, + "TN": 332958, + "TP": 12731, + "n_pred": 17172, + "n_ref": 13065 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 55, + "IoU": 0.0, + "TN": 350409, + "TP": 0, + "n_pred": 55, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7243861134631668, + "FN": 1301, + "FP": 1, + "IoU": 0.5678725522734815, + "TN": 347451, + "TP": 1711, + "n_pred": 1712, + "n_ref": 3012 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 4150, + "FP": 0, + "IoU": 0.0, + "TN": 346314, + "TP": 0, + "n_pred": 0, + "n_ref": 4150 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 92, + "IoU": 0.0, + "TN": 350372, + "TP": 0, + "n_pred": 92, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9450151057401812, + "FN": 463, + "FP": 1357, + "IoU": 0.8957617411225659, + "TN": 333004, + "TP": 15640, + "n_pred": 16997, + "n_ref": 16103 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 423, + "IoU": 0.0, + "TN": 350041, + "TP": 0, + "n_pred": 423, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9483200192685962, + "FN": 2146, + "FP": 4291, + "IoU": 0.9017191889581043, + "TN": 284968, + "TP": 59059, + "n_pred": 63350, + "n_ref": 61205 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 84, + "IoU": 0.0, + "TN": 350380, + "TP": 0, + "n_pred": 84, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7953016392223916, + "FN": 5285, + "FP": 222, + "IoU": 0.6601666152422092, + "TN": 334259, + "TP": 10698, + "n_pred": 10920, + "n_ref": 15983 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8635137177024198, + "FN": 2240, + "FP": 4083, + "IoU": 0.7598100664767331, + "TN": 674603, + "TP": 20002, + "n_pred": 24085, + "n_ref": 22242 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5595744186586754, + "FN": 17281, + "FP": 1678, + "IoU": 0.38847853433538687, + "TN": 669925, + "TP": 12044, + "n_pred": 13722, + "n_ref": 29325 + }, + "14": { + "Dice": 0.1487692458566245, + "FN": 17243, + "FP": 117, + "IoU": 0.08036234571171266, + "TN": 682051, + "TP": 1517, + "n_pred": 1634, + "n_ref": 18760 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.6019417475728155, + "FN": 99, + "FP": 65, + "IoU": 0.4305555555555556, + "TN": 700640, + "TP": 124, + "n_pred": 189, + "n_ref": 223 + }, + "9": { + "Dice": 0.16604995374653098, + "FN": 6923, + "FP": 289, + "IoU": 0.0905422446406053, + "TN": 692998, + "TP": 718, + "n_pred": 1007, + "n_ref": 7641 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 127101, + "FP": 0, + "IoU": 0.0, + "TN": 223363, + "TP": 0, + "n_pred": 0, + "n_ref": 127101 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 127847, + "IoU": 0.0, + "TN": 222617, + "TP": 0, + "n_pred": 127847, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.39163194005977187, + "FN": 1414, + "FP": 13039, + "IoU": 0.2434964668934834, + "TN": 506591, + "TP": 4652, + "n_pred": 17691, + "n_ref": 6066 + }, + "11": { + "Dice": 0.0, + "FN": 2162, + "FP": 0, + "IoU": 0.0, + "TN": 523534, + "TP": 0, + "n_pred": 0, + "n_ref": 2162 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.36770258495498115, + "FN": 1897, + "FP": 280, + "IoU": 0.22526690391459075, + "TN": 522886, + "TP": 633, + "n_pred": 913, + "n_ref": 2530 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9595987196502459, + "FN": 1046, + "FP": 1024, + "IoU": 0.9223351967883541, + "TN": 499043, + "TP": 24583, + "n_pred": 25607, + "n_ref": 25629 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 98, + "IoU": 0.0, + "TN": 525598, + "TP": 0, + "n_pred": 98, + "n_ref": 0 + }, + "4": { + "Dice": 0.001981178801386825, + "FN": 1707, + "FP": 308, + "IoU": 0.0009915716410510659, + "TN": 523679, + "TP": 2, + "n_pred": 310, + "n_ref": 1709 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8797765445722825, + "FN": 34934, + "FP": 10604, + "IoU": 0.7853580821840327, + "TN": 313538, + "TP": 166620, + "n_pred": 177224, + "n_ref": 201554 + }, + "7": { + "Dice": 0.19886404486303833, + "FN": 15737, + "FP": 17692, + "IoU": 0.110410346479323, + "TN": 488118, + "TP": 4149, + "n_pred": 21841, + "n_ref": 19886 + }, + "8": { + "Dice": 0.8677083333333333, + "FN": 249, + "FP": 5, + "IoU": 0.766329346826127, + "TN": 524609, + "TP": 833, + "n_pred": 838, + "n_ref": 1082 + }, + "9": { + "Dice": 0.7631344885753719, + "FN": 6082, + "FP": 1641, + "IoU": 0.6169906764530847, + "TN": 505532, + "TP": 12441, + "n_pred": 14082, + "n_ref": 18523 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1858, + "IoU": 0.0, + "TN": 523838, + "TP": 0, + "n_pred": 1858, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 9668, + "IoU": 0.0, + "TN": 516028, + "TP": 0, + "n_pred": 9668, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 525687, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4347, + "IoU": 0.0, + "TN": 521349, + "TP": 0, + "n_pred": 4347, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 202, + "IoU": 0.0, + "TN": 525494, + "TP": 0, + "n_pred": 202, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 525668, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 134, + "IoU": 0.0, + "TN": 525562, + "TP": 0, + "n_pred": 134, + "n_ref": 0 + }, + "8": { + "Dice": 3.4963812454109994e-05, + "FN": 49344, + "FP": 7856, + "IoU": 1.7482211849443193e-05, + "TN": 468495, + "TP": 1, + "n_pred": 7857, + "n_ref": 49345 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 4524, + "IoU": 0.0, + "TN": 521172, + "TP": 0, + "n_pred": 4524, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 392, + "IoU": 0.0, + "TN": 350072, + "TP": 0, + "n_pred": 392, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6353560543086728, + "FN": 2215, + "FP": 417, + "IoU": 0.4655837563451777, + "TN": 345539, + "TP": 2293, + "n_pred": 2710, + "n_ref": 4508 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 414, + "FP": 0, + "IoU": 0.0, + "TN": 350050, + "TP": 0, + "n_pred": 0, + "n_ref": 414 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 350462, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6665245202558635, + "FN": 2100, + "FP": 1028, + "IoU": 0.49984010233450593, + "TN": 344210, + "TP": 3126, + "n_pred": 4154, + "n_ref": 5226 + }, + "6": { + "Dice": 0.8732597215554488, + "FN": 7801, + "FP": 2231, + "IoU": 0.7750319556881125, + "TN": 305871, + "TP": 34561, + "n_pred": 36792, + "n_ref": 42362 + }, + "7": { + "Dice": 0.9216133473052662, + "FN": 1425, + "FP": 2390, + "IoU": 0.8546223611005259, + "TN": 324222, + "TP": 22427, + "n_pred": 24817, + "n_ref": 23852 + }, + "8": { + "Dice": 0.9247716152047629, + "FN": 593, + "FP": 2528, + "IoU": 0.8600699426111909, + "TN": 328160, + "TP": 19183, + "n_pred": 21711, + "n_ref": 19776 + }, + "9": { + "Dice": 0.8562691131498471, + "FN": 72, + "FP": 22, + "IoU": 0.7486631016042781, + "TN": 350090, + "TP": 280, + "n_pred": 302, + "n_ref": 352 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 343, + "IoU": 0.0, + "TN": 700585, + "TP": 0, + "n_pred": 343, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7263779089188286, + "FN": 2200, + "FP": 10087, + "IoU": 0.5703245209120157, + "TN": 672332, + "TP": 16309, + "n_pred": 26396, + "n_ref": 18509 + }, + "15": { + "Dice": 0.6623549840199311, + "FN": 8504, + "FP": 4913, + "IoU": 0.4951649922865636, + "TN": 674351, + "TP": 13160, + "n_pred": 18073, + "n_ref": 21664 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 700921, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 26, + "FP": 0, + "IoU": 0.0, + "TN": 700902, + "TP": 0, + "n_pred": 0, + "n_ref": 26 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8046655169283834, + "FN": 1913, + "FP": 2391, + "IoU": 0.6731718429645379, + "TN": 337295, + "TP": 8865, + "n_pred": 11256, + "n_ref": 10778 + }, + "10": { + "Dice": 0.24608501118568232, + "FN": 3306, + "FP": 64, + "IoU": 0.14030612244897958, + "TN": 346544, + "TP": 550, + "n_pred": 614, + "n_ref": 3856 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 10566, + "IoU": 0.0, + "TN": 339898, + "TP": 0, + "n_pred": 10566, + "n_ref": 0 + }, + "3": { + "Dice": 0.7899313855974364, + "FN": 28347, + "FP": 4167, + "IoU": 0.6527988381778186, + "TN": 256818, + "TP": 61132, + "n_pred": 65299, + "n_ref": 89479 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8165508558700336, + "FN": 4607, + "FP": 2970, + "IoU": 0.689975450081833, + "TN": 326024, + "TP": 16863, + "n_pred": 19833, + "n_ref": 21470 + }, + "7": { + "Dice": 0.5406427221172023, + "FN": 753, + "FP": 219, + "IoU": 0.3704663212435233, + "TN": 348920, + "TP": 572, + "n_pred": 791, + "n_ref": 1325 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.85854589133046, + "FN": 11037, + "FP": 975, + "IoU": 0.7521510368307026, + "TN": 477231, + "TP": 36453, + "n_pred": 37428, + "n_ref": 47490 + }, + "15": { + "Dice": 0.610033179457588, + "FN": 20707, + "FP": 919, + "IoU": 0.43888326717002674, + "TN": 487155, + "TP": 16915, + "n_pred": 17834, + "n_ref": 37622 + }, + "2": { + "Dice": 0.0, + "FN": 1, + "FP": 0, + "IoU": 0.0, + "TN": 525695, + "TP": 0, + "n_pred": 0, + "n_ref": 1 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 717, + "IoU": 0.0, + "TN": 524979, + "TP": 0, + "n_pred": 717, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9519745264747399, + "FN": 162, + "FP": 1301, + "IoU": 0.908350560671553, + "TN": 509733, + "TP": 14500, + "n_pred": 15801, + "n_ref": 14662 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 700920, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.40475923223706367, + "FN": 4982, + "FP": 321, + "IoU": 0.2537292428933296, + "TN": 693822, + "TP": 1803, + "n_pred": 2124, + "n_ref": 6785 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 426, + "FP": 0, + "IoU": 0.0, + "TN": 700502, + "TP": 0, + "n_pred": 0, + "n_ref": 426 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 259, + "IoU": 0.0, + "TN": 700669, + "TP": 0, + "n_pred": 259, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 525672, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2730, + "IoU": 0.0, + "TN": 522966, + "TP": 0, + "n_pred": 2730, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 797, + "IoU": 0.0, + "TN": 524899, + "TP": 0, + "n_pred": 797, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.10052219321148825, + "FN": 1374, + "FP": 4, + "IoU": 0.052920962199312714, + "TN": 524241, + "TP": 77, + "n_pred": 81, + "n_ref": 1451 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.05, + "FN": 7, + "FP": 31, + "IoU": 0.02564102564102564, + "TN": 525657, + "TP": 1, + "n_pred": 32, + "n_ref": 8 + }, + "10": { + "Dice": 0.8483007277826, + "FN": 3525, + "FP": 1019, + "IoU": 0.736564438518175, + "TN": 508447, + "TP": 12705, + "n_pred": 13724, + "n_ref": 16230 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 208, + "FP": 0, + "IoU": 0.0, + "TN": 525488, + "TP": 0, + "n_pred": 0, + "n_ref": 208 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1215, + "IoU": 0.0, + "TN": 524481, + "TP": 0, + "n_pred": 1215, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.7228474221408009, + "FN": 1032, + "FP": 27, + "IoU": 0.565983606557377, + "TN": 523256, + "TP": 1381, + "n_pred": 1408, + "n_ref": 2413 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9310776662119552, + "FN": 3174, + "FP": 2990, + "IoU": 0.8710433272662608, + "TN": 477897, + "TP": 41635, + "n_pred": 44625, + "n_ref": 44809 + }, + "7": { + "Dice": 0.5344079068908184, + "FN": 55409, + "FP": 5077, + "IoU": 0.36463618315318436, + "TN": 430497, + "TP": 34713, + "n_pred": 39790, + "n_ref": 90122 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1401, + "IoU": 0.0, + "TN": 699527, + "TP": 0, + "n_pred": 1401, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 274, + "IoU": 0.0, + "TN": 700654, + "TP": 0, + "n_pred": 274, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7175631760197895, + "FN": 4836, + "FP": 987, + "IoU": 0.5595310136157338, + "TN": 687708, + "TP": 7397, + "n_pred": 8384, + "n_ref": 12233 + }, + "6": { + "Dice": 0.6381045603995683, + "FN": 2052, + "FP": 12367, + "IoU": 0.4685415207695994, + "TN": 673797, + "TP": 12712, + "n_pred": 25079, + "n_ref": 14764 + }, + "7": { + "Dice": 0.7157464212678937, + "FN": 1111, + "FP": 140, + "IoU": 0.5573248407643312, + "TN": 698102, + "TP": 1575, + "n_pred": 1715, + "n_ref": 2686 + }, + "8": { + "Dice": 0.9312442771390782, + "FN": 2039, + "FP": 1340, + "IoU": 0.8713350087579012, + "TN": 674666, + "TP": 22883, + "n_pred": 24223, + "n_ref": 24922 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 48, + "FP": 0, + "IoU": 0.0, + "TN": 525648, + "TP": 0, + "n_pred": 0, + "n_ref": 48 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 87, + "FP": 0, + "IoU": 0.0, + "TN": 525609, + "TP": 0, + "n_pred": 0, + "n_ref": 87 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 525670, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 14228, + "IoU": 0.0, + "TN": 686700, + "TP": 0, + "n_pred": 14228, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4638245409123353, + "FN": 6232, + "FP": 2031, + "IoU": 0.3019346118104249, + "TN": 689091, + "TP": 3574, + "n_pred": 5605, + "n_ref": 9806 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.17871371656232213, + "FN": 5, + "FP": 1438, + "IoU": 0.098125, + "TN": 699328, + "TP": 157, + "n_pred": 1595, + "n_ref": 162 + }, + "8": { + "Dice": 0.9140445126630852, + "FN": 199, + "FP": 473, + "IoU": 0.841696113074205, + "TN": 696683, + "TP": 3573, + "n_pred": 4046, + "n_ref": 3772 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.873252122221972, + "FN": 5046, + "FP": 583, + "IoU": 0.7750199840127898, + "TN": 325444, + "TP": 19391, + "n_pred": 19974, + "n_ref": 24437 + }, + "10": { + "Dice": 0.0, + "FN": 614, + "FP": 0, + "IoU": 0.0, + "TN": 349850, + "TP": 0, + "n_pred": 0, + "n_ref": 614 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1290, + "FP": 0, + "IoU": 0.0, + "TN": 349174, + "TP": 0, + "n_pred": 0, + "n_ref": 1290 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2926, + "IoU": 0.0, + "TN": 347538, + "TP": 0, + "n_pred": 2926, + "n_ref": 0 + }, + "3": { + "Dice": 0.9005475145010029, + "FN": 7980, + "FP": 1193, + "IoU": 0.8190872514988955, + "TN": 299760, + "TP": 41531, + "n_pred": 42724, + "n_ref": 49511 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2077, + "IoU": 0.0, + "TN": 348387, + "TP": 0, + "n_pred": 2077, + "n_ref": 0 + }, + "7": { + "Dice": 0.9042789129727652, + "FN": 1851, + "FP": 1386, + "IoU": 0.8252820208344578, + "TN": 331937, + "TP": 15290, + "n_pred": 16676, + "n_ref": 17141 + }, + "8": { + "Dice": 0.15326103715886313, + "FN": 16382, + "FP": 93, + "IoU": 0.08299009239674941, + "TN": 332498, + "TP": 1491, + "n_pred": 1584, + "n_ref": 17873 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1027, + "IoU": 0.0, + "TN": 349437, + "TP": 0, + "n_pred": 1027, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 341, + "IoU": 0.0, + "TN": 525355, + "TP": 0, + "n_pred": 341, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0400.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0404.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.2554531159887449, + "FN": 790.6644444444444, + "FP": 851.2755555555556, + "IoU": 0.20317552423948224, + "TN": 440931.2222222222, + "TP": 1347.9044444444444, + "n_pred": 2199.1800000000003, + "n_ref": 2138.568888888889 + }, + "mean": { + "1": { + "Dice": 0.4757791958549159, + "FN": 1164.8666666666666, + "FP": 522.7, + "IoU": 0.4085872623069364, + "TN": 439611.6, + "TP": 2621.9, + "n_pred": 3144.6, + "n_ref": 3786.766666666667 + }, + "10": { + "Dice": 0.32806611056863044, + "FN": 1081.0, + "FP": 2176.4333333333334, + "IoU": 0.2345981766876076, + "TN": 438985.6666666667, + "TP": 1677.9666666666667, + "n_pred": 3854.4, + "n_ref": 2758.9666666666667 + }, + "11": { + "Dice": 0.07017543859649122, + "FN": 47.63333333333333, + "FP": 11.333333333333334, + "IoU": 0.0392156862745098, + "TN": 443854.5, + "TP": 7.6, + "n_pred": 18.933333333333334, + "n_ref": 55.233333333333334 + }, + "12": { + "Dice": 0.1266080983105905, + "FN": 220.86666666666667, + "FP": 48.63333333333333, + "IoU": 0.0764880560678484, + "TN": 443599.23333333334, + "TP": 52.333333333333336, + "n_pred": 100.96666666666667, + "n_ref": 273.2 + }, + "13": { + "Dice": 0.1881138440825806, + "FN": 1022.0333333333333, + "FP": 493.06666666666666, + "IoU": 0.1403828208876529, + "TN": 441577.4666666667, + "TP": 828.5, + "n_pred": 1321.5666666666666, + "n_ref": 1850.5333333333333 + }, + "14": { + "Dice": 0.2633985089323393, + "FN": 82.03333333333333, + "FP": 330.3, + "IoU": 0.21771990000581362, + "TN": 442759.73333333334, + "TP": 749.0, + "n_pred": 1079.3, + "n_ref": 831.0333333333333 + }, + "15": { + "Dice": 0.0, + "FN": 1.9666666666666666, + "FP": 0.0, + "IoU": 0.0, + "TN": 443919.1, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 1.9666666666666666 + }, + "2": { + "Dice": 0.3087441369000795, + "FN": 900.7666666666667, + "FP": 1491.9666666666667, + "IoU": 0.24330398669392073, + "TN": 440829.4, + "TP": 698.9333333333333, + "n_pred": 2190.9, + "n_ref": 1599.7 + }, + "3": { + "Dice": 0.14396356700635943, + "FN": 1264.0, + "FP": 767.7333333333333, + "IoU": 0.09792552244647454, + "TN": 441406.1, + "TP": 483.23333333333335, + "n_pred": 1250.9666666666667, + "n_ref": 1747.2333333333333 + }, + "4": { + "Dice": 0.1461963452820623, + "FN": 942.8333333333334, + "FP": 146.13333333333333, + "IoU": 0.08959296341627632, + "TN": 442470.3, + "TP": 361.8, + "n_pred": 507.93333333333334, + "n_ref": 1304.6333333333334 + }, + "5": { + "Dice": 0.0, + "FN": 0.9, + "FP": 0.0, + "IoU": 0.0, + "TN": 443920.1666666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.9 + }, + "6": { + "Dice": 0.37099372985839857, + "FN": 1557.3333333333333, + "FP": 3877.6666666666665, + "IoU": 0.31478828863037983, + "TN": 432264.8, + "TP": 6221.266666666666, + "n_pred": 10098.933333333332, + "n_ref": 7778.6 + }, + "7": { + "Dice": 0.30790234200549227, + "FN": 2210.5, + "FP": 1962.7, + "IoU": 0.2563054519344281, + "TN": 436358.23333333334, + "TP": 3389.633333333333, + "n_pred": 5352.333333333333, + "n_ref": 5600.133333333333 + }, + "8": { + "Dice": 0.7053681778437523, + "FN": 366.8333333333333, + "FP": 286.3666666666667, + "IoU": 0.616001058083547, + "TN": 441496.9, + "TP": 1770.9666666666667, + "n_pred": 2057.3333333333335, + "n_ref": 2137.8 + }, + "9": { + "Dice": 0.39648724458948204, + "FN": 996.4, + "FP": 654.1, + "IoU": 0.31272369015683843, + "TN": 440915.13333333336, + "TP": 1355.4333333333334, + "n_pred": 2009.5333333333333, + "n_ref": 2351.8333333333335 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 653, + "IoU": 0.0, + "TN": 349811, + "TP": 0, + "n_pred": 653, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7562189054726368, + "FN": 44, + "FP": 5, + "IoU": 0.608, + "TN": 350339, + "TP": 76, + "n_pred": 81, + "n_ref": 120 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 471, + "IoU": 0.0, + "TN": 349993, + "TP": 0, + "n_pred": 471, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 689, + "IoU": 0.0, + "TN": 349775, + "TP": 0, + "n_pred": 689, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8970946329097035, + "FN": 2517, + "FP": 568, + "IoU": 0.8133922090491169, + "TN": 333932, + "TP": 13447, + "n_pred": 14015, + "n_ref": 15964 + }, + "9": { + "Dice": 0.21515220874341956, + "FN": 12944, + "FP": 11059, + "IoU": 0.12054372916132342, + "TN": 323171, + "TP": 3290, + "n_pred": 14349, + "n_ref": 16234 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.2857142857142857, + "FN": 5, + "FP": 0, + "IoU": 0.16666666666666666, + "TN": 350458, + "TP": 1, + "n_pred": 1, + "n_ref": 6 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9643472918607187, + "FN": 1053, + "FP": 2545, + "IoU": 0.9311492977151824, + "TN": 473438, + "TP": 48660, + "n_pred": 51205, + "n_ref": 49713 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 525683, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 683, + "IoU": 0.0, + "TN": 525013, + "TP": 0, + "n_pred": 683, + "n_ref": 0 + }, + "7": { + "Dice": 0.903466240754473, + "FN": 4504, + "FP": 573, + "IoU": 0.8239292526443558, + "TN": 496861, + "TP": 23758, + "n_pred": 24331, + "n_ref": 28262 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.525679758308157, + "FN": 5943, + "FP": 23, + "IoU": 0.35655737704918034, + "TN": 516424, + "TP": 3306, + "n_pred": 3329, + "n_ref": 9249 + }, + "9": { + "Dice": 0.7622969572180279, + "FN": 576, + "FP": 2541, + "IoU": 0.6158964879852126, + "TN": 517581, + "TP": 4998, + "n_pred": 7539, + "n_ref": 5574 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 151, + "IoU": 0.0, + "TN": 350313, + "TP": 0, + "n_pred": 151, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 287, + "IoU": 0.0, + "TN": 350177, + "TP": 0, + "n_pred": 287, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3671, + "IoU": 0.0, + "TN": 522025, + "TP": 0, + "n_pred": 3671, + "n_ref": 0 + }, + "10": { + "Dice": 0.7846366926296037, + "FN": 2646, + "FP": 11815, + "IoU": 0.6455984707381629, + "TN": 484892, + "TP": 26343, + "n_pred": 38158, + "n_ref": 28989 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 88, + "IoU": 0.0, + "TN": 525608, + "TP": 0, + "n_pred": 88, + "n_ref": 0 + }, + "13": { + "Dice": 0.6986421173762946, + "FN": 6855, + "FP": 6239, + "IoU": 0.5368562535370685, + "TN": 497424, + "TP": 15178, + "n_pred": 21417, + "n_ref": 22033 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.052184041933605124, + "FN": 8137, + "FP": 0, + "IoU": 0.02679105370171032, + "TN": 517335, + "TP": 224, + "n_pred": 224, + "n_ref": 8361 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5753, + "IoU": 0.0, + "TN": 519943, + "TP": 0, + "n_pred": 5753, + "n_ref": 0 + }, + "4": { + "Dice": 0.43266010148619105, + "FN": 28285, + "FP": 2, + "IoU": 0.27604739845929416, + "TN": 486623, + "TP": 10786, + "n_pred": 10788, + "n_ref": 39071 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7935450482239473, + "FN": 5581, + "FP": 16360, + "IoU": 0.6577494228489424, + "TN": 461588, + "TP": 42167, + "n_pred": 58527, + "n_ref": 47748 + }, + "7": { + "Dice": 0.1469437768038079, + "FN": 16885, + "FP": 19317, + "IoU": 0.07929806714140386, + "TN": 486376, + "TP": 3118, + "n_pred": 22435, + "n_ref": 20003 + }, + "8": { + "Dice": 0.5573622402890696, + "FN": 974, + "FP": 6, + "IoU": 0.3863494051346274, + "TN": 524099, + "TP": 617, + "n_pred": 623, + "n_ref": 1591 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 80, + "IoU": 0.0, + "TN": 525616, + "TP": 0, + "n_pred": 80, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6244914030712692, + "FN": 760, + "FP": 2101, + "IoU": 0.4540076335877863, + "TN": 345224, + "TP": 2379, + "n_pred": 4480, + "n_ref": 3139 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.002784868879090276, + "FN": 8594, + "FP": 0, + "IoU": 0.0013943760167325122, + "TN": 341858, + "TP": 12, + "n_pred": 12, + "n_ref": 8606 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 27834, + "IoU": 0.0, + "TN": 322630, + "TP": 0, + "n_pred": 27834, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 744, + "FP": 14011, + "IoU": 0.0, + "TN": 335709, + "TP": 0, + "n_pred": 14011, + "n_ref": 744 + }, + "8": { + "Dice": 0.9291171195110609, + "FN": 54, + "FP": 1013, + "IoU": 0.8676178660049628, + "TN": 342404, + "TP": 6993, + "n_pred": 8006, + "n_ref": 7047 + }, + "9": { + "Dice": 0.2819843342036554, + "FN": 199, + "FP": 76, + "IoU": 0.1641337386018237, + "TN": 350135, + "TP": 54, + "n_pred": 130, + "n_ref": 253 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 1685, + "FP": 0, + "IoU": 0.0, + "TN": 524011, + "TP": 0, + "n_pred": 0, + "n_ref": 1685 + }, + "10": { + "Dice": 0.6202042950213142, + "FN": 8015, + "FP": 1429, + "IoU": 0.44948994462255903, + "TN": 508541, + "TP": 7711, + "n_pred": 9140, + "n_ref": 15726 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 467, + "FP": 3, + "IoU": 0.0, + "TN": 525226, + "TP": 0, + "n_pred": 3, + "n_ref": 467 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1885, + "IoU": 0.0, + "TN": 523811, + "TP": 0, + "n_pred": 1885, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.1551405131785652, + "FN": 164, + "FP": 24037, + "IoU": 0.08409340347424592, + "TN": 499273, + "TP": 2222, + "n_pred": 26259, + "n_ref": 2386 + }, + "3": { + "Dice": 0.17443257060145975, + "FN": 24459, + "FP": 2348, + "IoU": 0.0955497823813219, + "TN": 496057, + "TP": 2832, + "n_pred": 5180, + "n_ref": 27291 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5609756097560976, + "FN": 72, + "FP": 0, + "IoU": 0.3898305084745763, + "TN": 525578, + "TP": 46, + "n_pred": 46, + "n_ref": 118 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 841, + "IoU": 0.0, + "TN": 524855, + "TP": 0, + "n_pred": 841, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.357139889484399, + "FN": 3141, + "FP": 12332, + "IoU": 0.21738910525517172, + "TN": 330693, + "TP": 4298, + "n_pred": 16630, + "n_ref": 7439 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 350460, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "12": { + "Dice": 0.22920236055587284, + "FN": 3625, + "FP": 424, + "IoU": 0.1294345302085573, + "TN": 345813, + "TP": 602, + "n_pred": 1026, + "n_ref": 4227 + }, + "13": { + "Dice": 0.0, + "FN": 3688, + "FP": 0, + "IoU": 0.0, + "TN": 346776, + "TP": 0, + "n_pred": 0, + "n_ref": 3688 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 408, + "IoU": 0.0, + "TN": 350056, + "TP": 0, + "n_pred": 408, + "n_ref": 0 + }, + "3": { + "Dice": 0.48947368421052634, + "FN": 582, + "FP": 0, + "IoU": 0.3240418118466899, + "TN": 349603, + "TP": 279, + "n_pred": 279, + "n_ref": 861 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9424756550547134, + "FN": 172, + "FP": 401, + "IoU": 0.8912094171254984, + "TN": 345197, + "TP": 4694, + "n_pred": 5095, + "n_ref": 4866 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 916, + "IoU": 0.0, + "TN": 700012, + "TP": 0, + "n_pred": 916, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6567364320014497, + "FN": 18678, + "FP": 265, + "IoU": 0.488911072739046, + "TN": 663864, + "TP": 18121, + "n_pred": 18386, + "n_ref": 36799 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1198, + "IoU": 0.0, + "TN": 699730, + "TP": 0, + "n_pred": 1198, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9051135187357671, + "FN": 2459, + "FP": 291, + "IoU": 0.8266733896382201, + "TN": 685062, + "TP": 13116, + "n_pred": 13407, + "n_ref": 15575 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8496732026143791, + "FN": 0, + "FP": 115, + "IoU": 0.7386363636363636, + "TN": 525256, + "TP": 325, + "n_pred": 440, + "n_ref": 325 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.972660989198676, + "FN": 511, + "FP": 1810, + "IoU": 0.9467770414364007, + "TN": 482087, + "TP": 41288, + "n_pred": 43098, + "n_ref": 41799 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 110, + "IoU": 0.0, + "TN": 525586, + "TP": 0, + "n_pred": 110, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9277549154092364, + "FN": 64, + "FP": 252, + "IoU": 0.8652452025586354, + "TN": 348119, + "TP": 2029, + "n_pred": 2281, + "n_ref": 2093 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 10079, + "IoU": 0.0, + "TN": 515617, + "TP": 0, + "n_pred": 10079, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 9156, + "IoU": 0.0, + "TN": 516540, + "TP": 0, + "n_pred": 9156, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 604, + "IoU": 0.0, + "TN": 525092, + "TP": 0, + "n_pred": 604, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 41564, + "IoU": 0.0, + "TN": 484132, + "TP": 0, + "n_pred": 41564, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 22509, + "IoU": 0.0, + "TN": 503187, + "TP": 0, + "n_pred": 22509, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.3884398441588649, + "FN": 8585, + "FP": 1932, + "IoU": 0.241033412715595, + "TN": 336607, + "TP": 3340, + "n_pred": 5272, + "n_ref": 11925 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 55, + "IoU": 0.0, + "TN": 350409, + "TP": 0, + "n_pred": 55, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6153699223226793, + "FN": 11524, + "FP": 558, + "IoU": 0.44442911665976914, + "TN": 328717, + "TP": 9665, + "n_pred": 10223, + "n_ref": 21189 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 350448, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 273, + "FP": 54, + "IoU": 0.0, + "TN": 350137, + "TP": 0, + "n_pred": 54, + "n_ref": 273 + }, + "8": { + "Dice": 0.9287402904424181, + "FN": 548, + "FP": 929, + "IoU": 0.8669609079445145, + "TN": 339362, + "TP": 9625, + "n_pred": 10554, + "n_ref": 10173 + }, + "9": { + "Dice": 0.9364698047237352, + "FN": 853, + "FP": 1818, + "IoU": 0.8805295880484859, + "TN": 328107, + "TP": 19686, + "n_pred": 21504, + "n_ref": 20539 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5703330278032386, + "FN": 27111, + "FP": 1015, + "IoU": 0.3989271899643109, + "TN": 478903, + "TP": 18667, + "n_pred": 19682, + "n_ref": 45778 + }, + "10": { + "Dice": 0.0, + "FN": 1088, + "FP": 0, + "IoU": 0.0, + "TN": 524608, + "TP": 0, + "n_pred": 0, + "n_ref": 1088 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7901955267970179, + "FN": 2461, + "FP": 9471, + "IoU": 0.6531597000174408, + "TN": 491294, + "TP": 22470, + "n_pred": 31941, + "n_ref": 24931 + }, + "15": { + "Dice": 0.0, + "FN": 59, + "FP": 0, + "IoU": 0.0, + "TN": 525637, + "TP": 0, + "n_pred": 0, + "n_ref": 59 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 7805, + "IoU": 0.0, + "TN": 517891, + "TP": 0, + "n_pred": 7805, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 150, + "IoU": 0.0, + "TN": 525546, + "TP": 0, + "n_pred": 150, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 3749, + "IoU": 0.0, + "TN": 521947, + "TP": 0, + "n_pred": 3749, + "n_ref": 0 + }, + "7": { + "Dice": 0.8191027496382055, + "FN": 2911, + "FP": 339, + "IoU": 0.6936274509803921, + "TN": 515088, + "TP": 7358, + "n_pred": 7697, + "n_ref": 10269 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.48394084958086087, + "FN": 3878, + "FP": 7080, + "IoU": 0.3192097415506958, + "TN": 509600, + "TP": 5138, + "n_pred": 12218, + "n_ref": 9016 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 21536, + "IoU": 0.0, + "TN": 504160, + "TP": 0, + "n_pred": 21536, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3562, + "IoU": 0.0, + "TN": 522134, + "TP": 0, + "n_pred": 3562, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3020, + "IoU": 0.0, + "TN": 522676, + "TP": 0, + "n_pred": 3020, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.029845684246226894, + "FN": 30072, + "FP": 4254, + "IoU": 0.015148906868652091, + "TN": 490842, + "TP": 528, + "n_pred": 4782, + "n_ref": 30600 + }, + "7": { + "Dice": 0.7640730641365657, + "FN": 37334, + "FP": 562, + "IoU": 0.6182186357179557, + "TN": 426435, + "TP": 61365, + "n_pred": 61927, + "n_ref": 98699 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 5083, + "IoU": 0.0, + "TN": 520613, + "TP": 0, + "n_pred": 5083, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1033, + "IoU": 0.0, + "TN": 524663, + "TP": 0, + "n_pred": 1033, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8598574821852731, + "FN": 1155, + "FP": 202, + "IoU": 0.7541666666666667, + "TN": 344944, + "TP": 4163, + "n_pred": 4365, + "n_ref": 5318 + }, + "10": { + "Dice": 0.5057489813208537, + "FN": 8195, + "FP": 4056, + "IoU": 0.33846319995680113, + "TN": 331945, + "TP": 6268, + "n_pred": 10324, + "n_ref": 14463 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.40383813099707966, + "FN": 2534, + "FP": 324, + "IoU": 0.25300575013068477, + "TN": 346638, + "TP": 968, + "n_pred": 1292, + "n_ref": 3502 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 5457, + "IoU": 0.0, + "TN": 345007, + "TP": 0, + "n_pred": 5457, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 12124, + "IoU": 0.0, + "TN": 338340, + "TP": 0, + "n_pred": 12124, + "n_ref": 0 + }, + "3": { + "Dice": 0.631765848245249, + "FN": 12879, + "FP": 394, + "IoU": 0.46173810779025914, + "TN": 325805, + "TP": 11386, + "n_pred": 11780, + "n_ref": 24265 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7751343054489639, + "FN": 611, + "FP": 561, + "IoU": 0.6328320802005013, + "TN": 347272, + "TP": 2020, + "n_pred": 2581, + "n_ref": 2631 + }, + "7": { + "Dice": 0.7533399307273627, + "FN": 3664, + "FP": 324, + "IoU": 0.6042865647946021, + "TN": 340386, + "TP": 6090, + "n_pred": 6414, + "n_ref": 9754 + }, + "8": { + "Dice": 0.9627001824447597, + "FN": 568, + "FP": 536, + "IoU": 0.9280828610513973, + "TN": 335113, + "TP": 14247, + "n_pred": 14783, + "n_ref": 14815 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0402.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.21052631578947367, + "FN": 1429, + "FP": 281, + "IoU": 0.11764705882352941, + "TN": 698990, + "TP": 228, + "n_pred": 509, + "n_ref": 1657 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 620, + "IoU": 0.0, + "TN": 700308, + "TP": 0, + "n_pred": 620, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.15212527964205816, + "FN": 0, + "FP": 758, + "IoU": 0.08232445520581114, + "TN": 700102, + "TP": 68, + "n_pred": 826, + "n_ref": 68 + }, + "5": { + "Dice": 0.0, + "FN": 27, + "FP": 0, + "IoU": 0.0, + "TN": 700901, + "TP": 0, + "n_pred": 0, + "n_ref": 27 + }, + "6": { + "Dice": 0.8709227766936158, + "FN": 7409, + "FP": 18519, + "IoU": 0.7713580246913581, + "TN": 587528, + "TP": 87472, + "n_pred": 105991, + "n_ref": 94881 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 241, + "IoU": 0.0, + "TN": 700687, + "TP": 0, + "n_pred": 241, + "n_ref": 0 + }, + "8": { + "Dice": 0.6051437216338881, + "FN": 229, + "FP": 32, + "IoU": 0.43383947939262474, + "TN": 700467, + "TP": 200, + "n_pred": 232, + "n_ref": 429 + }, + "9": { + "Dice": 0.5795074072375361, + "FN": 15320, + "FP": 3016, + "IoU": 0.4079622873010235, + "TN": 669957, + "TP": 12635, + "n_pred": 15651, + "n_ref": 27955 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.3990285257439401, + "FN": 829.1266666666667, + "FP": 497.8511111111111, + "IoU": 0.334102284205158, + "TN": 451907.1399999999, + "TP": 2369.0822222222223, + "n_pred": 2866.9333333333334, + "n_ref": 3198.2088888888893 + }, + "mean": { + "1": { + "Dice": 0.3568597661525832, + "FN": 2324.6, + "FP": 39.0, + "IoU": 0.3218494016700476, + "TN": 448837.9666666667, + "TP": 4401.633333333333, + "n_pred": 4440.633333333333, + "n_ref": 6726.233333333334 + }, + "10": { + "Dice": 0.39409950581833314, + "FN": 312.6333333333333, + "FP": 207.36666666666667, + "IoU": 0.3099559494220828, + "TN": 454272.36666666664, + "TP": 810.8333333333334, + "n_pred": 1018.2, + "n_ref": 1123.4666666666667 + }, + "11": { + "Dice": 0.5282451782239437, + "FN": 99.33333333333333, + "FP": 48.3, + "IoU": 0.4082537455619933, + "TN": 455300.3333333333, + "TP": 155.23333333333332, + "n_pred": 203.53333333333333, + "n_ref": 254.56666666666666 + }, + "12": { + "Dice": 0.2689782023257961, + "FN": 19.633333333333333, + "FP": 9.3, + "IoU": 0.19163590954946977, + "TN": 455550.76666666666, + "TP": 23.5, + "n_pred": 32.8, + "n_ref": 43.13333333333333 + }, + "13": { + "Dice": 0.3022697685793542, + "FN": 691.1, + "FP": 495.06666666666666, + "IoU": 0.22566725190881767, + "TN": 453467.76666666666, + "TP": 949.2666666666667, + "n_pred": 1444.3333333333333, + "n_ref": 1640.3666666666666 + }, + "14": { + "Dice": 0.19975565069395626, + "FN": 1587.4, + "FP": 665.1333333333333, + "IoU": 0.15403081604380006, + "TN": 452523.86666666664, + "TP": 826.8, + "n_pred": 1491.9333333333334, + "n_ref": 2414.2 + }, + "15": { + "Dice": 0.2452577550428825, + "FN": 370.73333333333335, + "FP": 100.5, + "IoU": 0.20355266487635926, + "TN": 454831.43333333335, + "TP": 300.53333333333336, + "n_pred": 401.03333333333336, + "n_ref": 671.2666666666667 + }, + "2": { + "Dice": 0.5151249285979523, + "FN": 73.43333333333334, + "FP": 267.7, + "IoU": 0.47260780395488566, + "TN": 454110.56666666665, + "TP": 1151.5, + "n_pred": 1419.2, + "n_ref": 1224.9333333333334 + }, + "3": { + "Dice": 0.11593199998708452, + "FN": 289.9, + "FP": 431.8666666666667, + "IoU": 0.0942854898241139, + "TN": 454509.3333333333, + "TP": 372.1, + "n_pred": 803.9666666666667, + "n_ref": 662.0 + }, + "4": { + "Dice": 0.6451319250491696, + "FN": 276.6, + "FP": 141.56666666666666, + "IoU": 0.567226683668512, + "TN": 453812.43333333335, + "TP": 1372.6, + "n_pred": 1514.1666666666667, + "n_ref": 1649.2 + }, + "5": { + "Dice": 0.3628552046430994, + "FN": 20.666666666666668, + "FP": 105.7, + "IoU": 0.28475097598485744, + "TN": 455316.36666666664, + "TP": 160.46666666666667, + "n_pred": 266.1666666666667, + "n_ref": 181.13333333333333 + }, + "6": { + "Dice": 0.6748662013187353, + "FN": 3121.866666666667, + "FP": 3300.3, + "IoU": 0.6163487336878875, + "TN": 428542.23333333334, + "TP": 20638.8, + "n_pred": 23939.1, + "n_ref": 23760.666666666668 + }, + "7": { + "Dice": 0.36231986115730147, + "FN": 2575.0333333333333, + "FP": 731.5333333333333, + "IoU": 0.2861456484274124, + "TN": 450797.9, + "TP": 1498.7333333333333, + "n_pred": 2230.266666666667, + "n_ref": 4073.766666666667 + }, + "8": { + "Dice": 0.6752324197315999, + "FN": 112.1, + "FP": 379.53333333333336, + "IoU": 0.6202032131362706, + "TN": 453273.6, + "TP": 1837.9666666666667, + "n_pred": 2217.5, + "n_ref": 1950.0666666666666 + }, + "9": { + "Dice": 0.3384995188373105, + "FN": 561.8666666666667, + "FP": 544.9, + "IoU": 0.25501997536085874, + "TN": 453460.1666666667, + "TP": 1036.2666666666667, + "n_pred": 1581.1666666666667, + "n_ref": 1598.1333333333334 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.699238578680203, + "FN": 238, + "FP": 236, + "IoU": 0.5375609756097561, + "TN": 524671, + "TP": 551, + "n_pred": 787, + "n_ref": 789 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9773239404987386, + "FN": 558, + "FP": 2471, + "IoU": 0.9556534852056279, + "TN": 457393, + "TP": 65274, + "n_pred": 67745, + "n_ref": 65832 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 525692, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7538889185866253, + "FN": 7319, + "FP": 1889, + "IoU": 0.6049933507786024, + "TN": 502385, + "TP": 14103, + "n_pred": 15992, + "n_ref": 21422 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.3840749414519906, + "FN": 185, + "FP": 78, + "IoU": 0.23768115942028986, + "TN": 525351, + "TP": 82, + "n_pred": 160, + "n_ref": 267 + }, + "13": { + "Dice": 0.13930462813723232, + "FN": 3912, + "FP": 3564, + "IoU": 0.07486697190941716, + "TN": 517615, + "TP": 605, + "n_pred": 4169, + "n_ref": 4517 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 525688, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7542624972792571, + "FN": 3387, + "FP": 0, + "IoU": 0.6054746651135702, + "TN": 517111, + "TP": 5198, + "n_pred": 5198, + "n_ref": 8585 + }, + "7": { + "Dice": 0.7623126338329764, + "FN": 4166, + "FP": 274, + "IoU": 0.615916955017301, + "TN": 514136, + "TP": 7120, + "n_pred": 7394, + "n_ref": 11286 + }, + "8": { + "Dice": 0.9600465759406157, + "FN": 354, + "FP": 195, + "IoU": 0.9231630510846746, + "TN": 518551, + "TP": 6596, + "n_pred": 6791, + "n_ref": 6950 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8641122855219099, + "FN": 29109, + "FP": 962, + "IoU": 0.7607374166547318, + "TN": 575246, + "TP": 95611, + "n_pred": 96573, + "n_ref": 124720 + }, + "10": { + "Dice": 0.0, + "FN": 30, + "FP": 0, + "IoU": 0.0, + "TN": 700898, + "TP": 0, + "n_pred": 0, + "n_ref": 30 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6918378678511938, + "FN": 404, + "FP": 151, + "IoU": 0.5288624787775892, + "TN": 699750, + "TP": 623, + "n_pred": 774, + "n_ref": 1027 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 100, + "IoU": 0.0, + "TN": 700828, + "TP": 0, + "n_pred": 100, + "n_ref": 0 + }, + "3": { + "Dice": 0.8778388928317956, + "FN": 1902, + "FP": 852, + "IoU": 0.7822752786781564, + "TN": 688279, + "TP": 9895, + "n_pred": 10747, + "n_ref": 11797 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 41985, + "IoU": 0.0, + "TN": 658943, + "TP": 0, + "n_pred": 41985, + "n_ref": 0 + }, + "7": { + "Dice": 0.5776084783797545, + "FN": 22261, + "FP": 138, + "IoU": 0.4060826218380442, + "TN": 663214, + "TP": 15315, + "n_pred": 15453, + "n_ref": 37576 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8494770848162952, + "FN": 1829, + "FP": 920, + "IoU": 0.7383399961926518, + "TN": 865654, + "TP": 7757, + "n_pred": 8677, + "n_ref": 9586 + }, + "11": { + "Dice": 0.7412008281573499, + "FN": 501, + "FP": 874, + "IoU": 0.5888157894736842, + "TN": 872816, + "TP": 1969, + "n_pred": 2843, + "n_ref": 2470 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 44, + "IoU": 0.0, + "TN": 876116, + "TP": 0, + "n_pred": 44, + "n_ref": 0 + }, + "13": { + "Dice": 0.7381026526625711, + "FN": 962, + "FP": 8289, + "IoU": 0.5849149728541302, + "TN": 853873, + "TP": 13036, + "n_pred": 21325, + "n_ref": 13998 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7991934128717862, + "FN": 1134, + "FP": 61, + "IoU": 0.66554715924993, + "TN": 872587, + "TP": 2378, + "n_pred": 2439, + "n_ref": 3512 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 876159, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 152, + "IoU": 0.0, + "TN": 876008, + "TP": 0, + "n_pred": 152, + "n_ref": 0 + }, + "6": { + "Dice": 0.8983810482026892, + "FN": 3370, + "FP": 1074, + "IoU": 0.8155097974094985, + "TN": 852072, + "TP": 19644, + "n_pred": 20718, + "n_ref": 23014 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.7936491329026183, + "FN": 695, + "FP": 7194, + "IoU": 0.6578924544666088, + "TN": 853100, + "TP": 15171, + "n_pred": 22365, + "n_ref": 15866 + }, + "9": { + "Dice": 0.5779112803733305, + "FN": 11783, + "FP": 11824, + "IoU": 0.40638201569100785, + "TN": 836392, + "TP": 16161, + "n_pred": 27985, + "n_ref": 27944 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 350456, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.821542960590447, + "FN": 4472, + "FP": 654, + "IoU": 0.6971344165435746, + "TN": 333539, + "TP": 11799, + "n_pred": 12453, + "n_ref": 16271 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9672639831820243, + "FN": 2660, + "FP": 1887, + "IoU": 0.936603321110383, + "TN": 278741, + "TP": 67176, + "n_pred": 69063, + "n_ref": 69836 + }, + "7": { + "Dice": 0.6970684039087948, + "FN": 190, + "FP": 275, + "IoU": 0.535, + "TN": 349464, + "TP": 535, + "n_pred": 810, + "n_ref": 725 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.4772727272727273, + "FN": 172, + "FP": 12, + "IoU": 0.31343283582089554, + "TN": 525428, + "TP": 84, + "n_pred": 96, + "n_ref": 256 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 525690, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "13": { + "Dice": 0.042977403633141335, + "FN": 4320, + "FP": 0, + "IoU": 0.02196060674666063, + "TN": 521279, + "TP": 97, + "n_pred": 97, + "n_ref": 4417 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 101, + "IoU": 0.0, + "TN": 525595, + "TP": 0, + "n_pred": 101, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 525694, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "4": { + "Dice": 0.9057522526622371, + "FN": 948, + "FP": 3194, + "IoU": 0.8277396548138907, + "TN": 501651, + "TP": 19903, + "n_pred": 23097, + "n_ref": 20851 + }, + "5": { + "Dice": 0.7257104092861988, + "FN": 620, + "FP": 3019, + "IoU": 0.5695019519697149, + "TN": 517243, + "TP": 4814, + "n_pred": 7833, + "n_ref": 5434 + }, + "6": { + "Dice": 0.9546930492135972, + "FN": 3313, + "FP": 2045, + "IoU": 0.9133135951075086, + "TN": 463887, + "TP": 56451, + "n_pred": 58496, + "n_ref": 59764 + }, + "7": { + "Dice": 0.8249824748806622, + "FN": 2148, + "FP": 3095, + "IoU": 0.7021022727272728, + "TN": 508096, + "TP": 12357, + "n_pred": 15452, + "n_ref": 14505 + }, + "8": { + "Dice": 0.9472339700831653, + "FN": 2314, + "FP": 1404, + "IoU": 0.8997573469937988, + "TN": 488606, + "TP": 33372, + "n_pred": 34776, + "n_ref": 35686 + }, + "9": { + "Dice": 0.3222748815165877, + "FN": 249, + "FP": 323, + "IoU": 0.192090395480226, + "TN": 524988, + "TP": 136, + "n_pred": 459, + "n_ref": 385 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 4, + "FP": 0, + "IoU": 0.0, + "TN": 350460, + "TP": 0, + "n_pred": 0, + "n_ref": 4 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 350462, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 287, + "IoU": 0.0, + "TN": 350177, + "TP": 0, + "n_pred": 287, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 350442, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7885196374622356, + "FN": 94, + "FP": 46, + "IoU": 0.6508728179551122, + "TN": 525295, + "TP": 261, + "n_pred": 307, + "n_ref": 355 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 525690, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.15705407446128827, + "FN": 4022, + "FP": 10491, + "IoU": 0.08521903561298455, + "TN": 509831, + "TP": 1352, + "n_pred": 11843, + "n_ref": 5374 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 371, + "IoU": 0.0, + "TN": 525325, + "TP": 0, + "n_pred": 371, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9270786435262508, + "FN": 9954, + "FP": 5109, + "IoU": 0.8640695219015648, + "TN": 414882, + "TP": 95751, + "n_pred": 100860, + "n_ref": 105705 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6580773042616452, + "FN": 296, + "FP": 49, + "IoU": 0.49039881831610044, + "TN": 525019, + "TP": 332, + "n_pred": 381, + "n_ref": 628 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8684796437659033, + "FN": 677, + "FP": 977, + "IoU": 0.7675333801827126, + "TN": 343349, + "TP": 5461, + "n_pred": 6438, + "n_ref": 6138 + }, + "7": { + "Dice": 0.7457205852876327, + "FN": 6324, + "FP": 19, + "IoU": 0.5945410380976732, + "TN": 334820, + "TP": 9301, + "n_pred": 9320, + "n_ref": 15625 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 258, + "IoU": 0.0, + "TN": 525438, + "TP": 0, + "n_pred": 258, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 103, + "IoU": 0.0, + "TN": 525593, + "TP": 0, + "n_pred": 103, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.003027303952960354, + "FN": 34250, + "FP": 0, + "IoU": 0.0015159465920354497, + "TN": 491394, + "TP": 52, + "n_pred": 52, + "n_ref": 34302 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 58, + "IoU": 0.0, + "TN": 525638, + "TP": 0, + "n_pred": 58, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 435, + "IoU": 0.0, + "TN": 525261, + "TP": 0, + "n_pred": 435, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 5888, + "IoU": 0.0, + "TN": 519808, + "TP": 0, + "n_pred": 5888, + "n_ref": 0 + }, + "3": { + "Dice": 0.2619689119170984, + "FN": 6393, + "FP": 729, + "IoU": 0.15072740281421418, + "TN": 517310, + "TP": 1264, + "n_pred": 1993, + "n_ref": 7657 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.062221278403057974, + "FN": 530, + "FP": 25966, + "IoU": 0.03210958904109589, + "TN": 498321, + "TP": 879, + "n_pred": 26845, + "n_ref": 1409 + }, + "7": { + "Dice": 0.015506035283194058, + "FN": 42140, + "FP": 272, + "IoU": 0.007813596593833341, + "TN": 482950, + "TP": 334, + "n_pred": 606, + "n_ref": 42474 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9171592412880458, + "FN": 6379, + "FP": 194, + "IoU": 0.8469936451034707, + "TN": 307505, + "TP": 36386, + "n_pred": 36580, + "n_ref": 42765 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 4476, + "IoU": 0.0, + "TN": 345988, + "TP": 0, + "n_pred": 4476, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 84, + "FP": 0, + "IoU": 0.0, + "TN": 350380, + "TP": 0, + "n_pred": 0, + "n_ref": 84 + }, + "15": { + "Dice": 0.0, + "FN": 153, + "FP": 0, + "IoU": 0.0, + "TN": 350311, + "TP": 0, + "n_pred": 0, + "n_ref": 153 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.01951219512195122, + "FN": 402, + "FP": 0, + "IoU": 0.009852216748768473, + "TN": 350058, + "TP": 4, + "n_pred": 4, + "n_ref": 406 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 350454, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6780578100526841, + "FN": 29, + "FP": 2232, + "IoU": 0.51292546316243, + "TN": 521054, + "TP": 2381, + "n_pred": 4613, + "n_ref": 2410 + }, + "11": { + "Dice": 0.6725413060582218, + "FN": 1743, + "FP": 338, + "IoU": 0.506638217164533, + "TN": 521478, + "TP": 2137, + "n_pred": 2475, + "n_ref": 3880 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7731991192198805, + "FN": 4842, + "FP": 2368, + "IoU": 0.6302564102564102, + "TN": 506196, + "TP": 12290, + "n_pred": 14658, + "n_ref": 17132 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9580411879152748, + "FN": 531, + "FP": 612, + "IoU": 0.9194616685456595, + "TN": 511504, + "TP": 13049, + "n_pred": 13661, + "n_ref": 13580 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8532324869439942, + "FN": 2878, + "FP": 382, + "IoU": 0.7440326633165829, + "TN": 512960, + "TP": 9476, + "n_pred": 9858, + "n_ref": 12354 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9648787495641873, + "FN": 1967, + "FP": 6394, + "IoU": 0.9321407991169619, + "TN": 402485, + "TP": 114850, + "n_pred": 121244, + "n_ref": 116817 + }, + "7": { + "Dice": 0.0, + "FN": 1, + "FP": 15705, + "IoU": 0.0, + "TN": 509990, + "TP": 0, + "n_pred": 15705, + "n_ref": 1 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8902471083070452, + "FN": 2348, + "FP": 992, + "IoU": 0.8022030084093332, + "TN": 508810, + "TP": 13546, + "n_pred": 14538, + "n_ref": 15894 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9314471667159724, + "FN": 239, + "FP": 2310, + "IoU": 0.8716903251786973, + "TN": 681062, + "TP": 17317, + "n_pred": 19627, + "n_ref": 17556 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1110, + "IoU": 0.0, + "TN": 524586, + "TP": 0, + "n_pred": 1110, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 498, + "FP": 1, + "IoU": 0.0, + "TN": 525197, + "TP": 0, + "n_pred": 1, + "n_ref": 498 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 190, + "IoU": 0.0, + "TN": 525506, + "TP": 0, + "n_pred": 190, + "n_ref": 0 + }, + "14": { + "Dice": 0.19827045121696074, + "FN": 37241, + "FP": 8743, + "IoU": 0.11004451325720921, + "TN": 474026, + "TP": 5686, + "n_pred": 14429, + "n_ref": 42927 + }, + "15": { + "Dice": 0.3214044564483457, + "FN": 9912, + "FP": 2148, + "IoU": 0.1914722445695897, + "TN": 510780, + "TP": 2856, + "n_pred": 5004, + "n_ref": 12768 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 10037, + "IoU": 0.0, + "TN": 515659, + "TP": 0, + "n_pred": 10037, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7398493961487532, + "FN": 64100, + "FP": 1126, + "IoU": 0.5871118847918975, + "TN": 367721, + "TP": 92749, + "n_pred": 93875, + "n_ref": 156849 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2158, + "IoU": 0.0, + "TN": 523538, + "TP": 0, + "n_pred": 2158, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.25948557623987495, + "FN": 2180, + "FP": 3031, + "IoU": 0.14908556499020248, + "TN": 519572, + "TP": 913, + "n_pred": 3944, + "n_ref": 3093 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9624077358814442, + "FN": 48, + "FP": 1266, + "IoU": 0.9275394286974744, + "TN": 332330, + "TP": 16820, + "n_pred": 18086, + "n_ref": 16868 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 846, + "IoU": 0.0, + "TN": 349618, + "TP": 0, + "n_pred": 846, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 350447, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9634601871370982, + "FN": 2807, + "FP": 3121, + "IoU": 0.9294965568915688, + "TN": 266383, + "TP": 78153, + "n_pred": 81274, + "n_ref": 80960 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4223045764026545, + "FN": 6697, + "FP": 6, + "IoU": 0.26767180159510545, + "TN": 516543, + "TP": 2450, + "n_pred": 2456, + "n_ref": 9147 + }, + "14": { + "Dice": 0.8432093784854885, + "FN": 6275, + "FP": 332, + "IoU": 0.7289213473926066, + "TN": 501323, + "TP": 17766, + "n_pred": 18098, + "n_ref": 24041 + }, + "15": { + "Dice": 0.9048843187660668, + "FN": 1057, + "FP": 238, + "IoU": 0.8262910798122066, + "TN": 518241, + "TP": 6160, + "n_pred": 6398, + "n_ref": 7217 + }, + "2": { + "Dice": 0.8862321635171616, + "FN": 486, + "FP": 104, + "IoU": 0.7957063711911357, + "TN": 522808, + "TP": 2298, + "n_pred": 2402, + "n_ref": 2784 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 479, + "IoU": 0.0, + "TN": 525217, + "TP": 0, + "n_pred": 479, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 21, + "FP": 0, + "IoU": 0.0, + "TN": 525675, + "TP": 0, + "n_pred": 0, + "n_ref": 21 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 2593, + "IoU": 0.0, + "TN": 523103, + "TP": 0, + "n_pred": 2593, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 525675, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0392.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.3797440958424011, + "FN": 1378.011111111111, + "FP": 747.1133333333332, + "IoU": 0.3095519752671982, + "TN": 444804.1311111111, + "TP": 2832.8777777777773, + "n_pred": 3579.991111111111, + "n_ref": 4210.888888888889 + }, + "mean": { + "1": { + "Dice": 0.13335035568803963, + "FN": 213.9, + "FP": 624.3666666666667, + "IoU": 0.1250299254508304, + "TN": 448175.3, + "TP": 748.5666666666667, + "n_pred": 1372.9333333333334, + "n_ref": 962.4666666666667 + }, + "10": { + "Dice": 0.32661288283224305, + "FN": 1225.5333333333333, + "FP": 1171.2333333333333, + "IoU": 0.23825412344311114, + "TN": 445469.3333333333, + "TP": 1896.0333333333333, + "n_pred": 3067.266666666667, + "n_ref": 3121.5666666666666 + }, + "11": { + "Dice": 0.00823446557234953, + "FN": 229.9, + "FP": 2.1, + "IoU": 0.004239415406928097, + "TN": 449527.6, + "TP": 2.533333333333333, + "n_pred": 4.633333333333334, + "n_ref": 232.43333333333334 + }, + "12": { + "Dice": 0.25056116020094327, + "FN": 297.1, + "FP": 41.733333333333334, + "IoU": 0.17487050936647516, + "TN": 449327.6, + "TP": 95.7, + "n_pred": 137.43333333333334, + "n_ref": 392.8 + }, + "13": { + "Dice": 0.33485657987753087, + "FN": 1455.8666666666666, + "FP": 1081.2333333333333, + "IoU": 0.23342802477470187, + "TN": 446477.5333333333, + "TP": 747.5, + "n_pred": 1828.7333333333333, + "n_ref": 2203.366666666667 + }, + "14": { + "Dice": 0.6222438608792383, + "FN": 892.3333333333334, + "FP": 737.5, + "IoU": 0.5108812301842308, + "TN": 445701.43333333335, + "TP": 2430.866666666667, + "n_pred": 3168.366666666667, + "n_ref": 3323.2 + }, + "15": { + "Dice": 0.23878604604165024, + "FN": 1069.5333333333333, + "FP": 4.4, + "IoU": 0.16909827348268883, + "TN": 448389.4666666667, + "TP": 298.73333333333335, + "n_pred": 303.1333333333333, + "n_ref": 1368.2666666666667 + }, + "2": { + "Dice": 0.3456858684233396, + "FN": 4027.9333333333334, + "FP": 271.5, + "IoU": 0.27421857198186517, + "TN": 441994.9666666667, + "TP": 3467.733333333333, + "n_pred": 3739.233333333333, + "n_ref": 7495.666666666667 + }, + "3": { + "Dice": 0.3412939683551633, + "FN": 510.1, + "FP": 3449.233333333333, + "IoU": 0.2846106324033954, + "TN": 443142.23333333334, + "TP": 2660.5666666666666, + "n_pred": 6109.8, + "n_ref": 3170.6666666666665 + }, + "4": { + "Dice": 0.22046870836872023, + "FN": 191.46666666666667, + "FP": 650.0333333333333, + "IoU": 0.16347624983298709, + "TN": 448602.7, + "TP": 317.93333333333334, + "n_pred": 967.9666666666667, + "n_ref": 509.4 + }, + "5": { + "Dice": 0.4866135591142232, + "FN": 257.8, + "FP": 7.433333333333334, + "IoU": 0.3785195319286228, + "TN": 449461.86666666664, + "TP": 35.03333333333333, + "n_pred": 42.46666666666667, + "n_ref": 292.8333333333333 + }, + "6": { + "Dice": 0.7123717990384141, + "FN": 1345.9333333333334, + "FP": 2164.866666666667, + "IoU": 0.6490299535910479, + "TN": 424978.5333333333, + "TP": 21272.8, + "n_pred": 23437.666666666668, + "n_ref": 22618.733333333334 + }, + "7": { + "Dice": 0.2767920082461583, + "FN": 7672.733333333334, + "FP": 445.96666666666664, + "IoU": 0.21716283627319036, + "TN": 437779.8333333333, + "TP": 3863.6, + "n_pred": 4309.566666666667, + "n_ref": 11536.333333333334 + }, + "8": { + "Dice": 0.809932613867076, + "FN": 205.2, + "FP": 130.63333333333333, + "IoU": 0.7239073286897348, + "TN": 447371.4666666667, + "TP": 2054.8333333333335, + "n_pred": 2185.4666666666667, + "n_ref": 2260.0333333333333 + }, + "9": { + "Dice": 0.5883575611309257, + "FN": 1074.8333333333333, + "FP": 424.46666666666664, + "IoU": 0.496553022198163, + "TN": 445662.1, + "TP": 2600.733333333333, + "n_pred": 3025.2, + "n_ref": 3675.5666666666666 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 120, + "IoU": 0.0, + "TN": 525576, + "TP": 0, + "n_pred": 120, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 525666, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1065, + "IoU": 0.0, + "TN": 349399, + "TP": 0, + "n_pred": 1065, + "n_ref": 0 + }, + "3": { + "Dice": 0.44021230096784264, + "FN": 1793, + "FP": 0, + "IoU": 0.2822257806244996, + "TN": 347966, + "TP": 705, + "n_pred": 705, + "n_ref": 2498 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 119030, + "FP": 0, + "IoU": 0.0, + "TN": 406666, + "TP": 0, + "n_pred": 0, + "n_ref": 119030 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 15, + "FP": 572, + "IoU": 0.0, + "TN": 525109, + "TP": 0, + "n_pred": 572, + "n_ref": 15 + }, + "10": { + "Dice": 0.0, + "FN": 150, + "FP": 16, + "IoU": 0.0, + "TN": 525530, + "TP": 0, + "n_pred": 16, + "n_ref": 150 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 56, + "IoU": 0.0, + "TN": 525640, + "TP": 0, + "n_pred": 56, + "n_ref": 0 + }, + "12": { + "Dice": 0.07457386363636363, + "FN": 2600, + "FP": 6, + "IoU": 0.03873109553670232, + "TN": 522985, + "TP": 105, + "n_pred": 111, + "n_ref": 2705 + }, + "13": { + "Dice": 0.034904013961605584, + "FN": 5447, + "FP": 83, + "IoU": 0.017761989342806393, + "TN": 520066, + "TP": 100, + "n_pred": 183, + "n_ref": 5547 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.07929561321246223, + "FN": 35318, + "FP": 26, + "IoU": 0.04128465252536212, + "TN": 488830, + "TP": 1522, + "n_pred": 1548, + "n_ref": 36840 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 31617, + "IoU": 0.0, + "TN": 494079, + "TP": 0, + "n_pred": 31617, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3248, + "IoU": 0.0, + "TN": 522448, + "TP": 0, + "n_pred": 3248, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6231486560614372, + "FN": 44, + "FP": 2017, + "IoU": 0.45258964143426295, + "TN": 521931, + "TP": 1704, + "n_pred": 3721, + "n_ref": 1748 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1537, + "IoU": 0.0, + "TN": 524159, + "TP": 0, + "n_pred": 1537, + "n_ref": 0 + }, + "8": { + "Dice": 0.3033419023136247, + "FN": 9, + "FP": 262, + "IoU": 0.1787878787878788, + "TN": 525366, + "TP": 59, + "n_pred": 321, + "n_ref": 68 + }, + "9": { + "Dice": 0.8408561444379732, + "FN": 976, + "FP": 1210, + "IoU": 0.7254113804798392, + "TN": 517735, + "TP": 5775, + "n_pred": 6985, + "n_ref": 6751 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6011157041377373, + "FN": 9123, + "FP": 816, + "IoU": 0.42971081019049806, + "TN": 333036, + "TP": 7489, + "n_pred": 8305, + "n_ref": 16612 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9334524898162774, + "FN": 1997, + "FP": 1205, + "IoU": 0.8752094781558127, + "TN": 500037, + "TP": 22457, + "n_pred": 23662, + "n_ref": 24454 + }, + "10": { + "Dice": 0.5123126807466479, + "FN": 15936, + "FP": 6324, + "IoU": 0.34436852026390197, + "TN": 491744, + "TP": 11692, + "n_pred": 18016, + "n_ref": 27628 + }, + "11": { + "Dice": 0.0, + "FN": 434, + "FP": 0, + "IoU": 0.0, + "TN": 525262, + "TP": 0, + "n_pred": 0, + "n_ref": 434 + }, + "12": { + "Dice": 0.6082136558327035, + "FN": 1316, + "FP": 239, + "IoU": 0.4370021723388849, + "TN": 522934, + "TP": 1207, + "n_pred": 1446, + "n_ref": 2523 + }, + "13": { + "Dice": 0.455702005730659, + "FN": 835, + "FP": 13412, + "IoU": 0.2950868339023304, + "TN": 505485, + "TP": 5964, + "n_pred": 19376, + "n_ref": 6799 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.11559432933478735, + "FN": 811, + "FP": 0, + "IoU": 0.061342592592592594, + "TN": 524832, + "TP": 53, + "n_pred": 53, + "n_ref": 864 + }, + "3": { + "Dice": 0.8778088317495808, + "FN": 402, + "FP": 691, + "IoU": 0.7822275353656106, + "TN": 520677, + "TP": 3926, + "n_pred": 4617, + "n_ref": 4328 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 192, + "IoU": 0.0, + "TN": 525504, + "TP": 0, + "n_pred": 192, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.13123081807598688, + "FN": 73, + "FP": 8136, + "IoU": 0.07022312832710387, + "TN": 516867, + "TP": 620, + "n_pred": 8756, + "n_ref": 693 + }, + "7": { + "Dice": 0.9069434556150935, + "FN": 9526, + "FP": 2891, + "IoU": 0.8297315086526067, + "TN": 452770, + "TP": 60509, + "n_pred": 63400, + "n_ref": 70035 + }, + "8": { + "Dice": 0.943609022556391, + "FN": 1128, + "FP": 402, + "IoU": 0.8932384341637011, + "TN": 511365, + "TP": 12801, + "n_pred": 13203, + "n_ref": 13929 + }, + "9": { + "Dice": 0.9046251772926973, + "FN": 947, + "FP": 1810, + "IoU": 0.8258590197069227, + "TN": 509864, + "TP": 13075, + "n_pred": 14885, + "n_ref": 14022 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.684367739794225, + "FN": 2045, + "FP": 3661, + "IoU": 0.5201816347124117, + "TN": 513804, + "TP": 6186, + "n_pred": 9847, + "n_ref": 8231 + }, + "11": { + "Dice": 0.05764125900644672, + "FN": 2479, + "FP": 6, + "IoU": 0.02967590784849668, + "TN": 523135, + "TP": 76, + "n_pred": 82, + "n_ref": 2555 + }, + "12": { + "Dice": 0.570018281535649, + "FN": 1444, + "FP": 908, + "IoU": 0.39861927895678856, + "TN": 521785, + "TP": 1559, + "n_pred": 2467, + "n_ref": 3003 + }, + "13": { + "Dice": 0.7092983996218516, + "FN": 3506, + "FP": 799, + "IoU": 0.5495448362456838, + "TN": 516139, + "TP": 5252, + "n_pred": 6051, + "n_ref": 8758 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.850382522280937, + "FN": 4640, + "FP": 2948, + "IoU": 0.7397091108671789, + "TN": 496544, + "TP": 21564, + "n_pred": 24512, + "n_ref": 26204 + }, + "3": { + "Dice": 0.8473231357552581, + "FN": 1602, + "FP": 4786, + "IoU": 0.7350916480053081, + "TN": 501582, + "TP": 17726, + "n_pred": 22512, + "n_ref": 19328 + }, + "4": { + "Dice": 0.4649418822647169, + "FN": 1349, + "FP": 78, + "IoU": 0.30288226673180263, + "TN": 523649, + "TP": 620, + "n_pred": 698, + "n_ref": 1969 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8485140903812499, + "FN": 1736, + "FP": 16788, + "IoU": 0.7368862122352741, + "TN": 455293, + "TP": 51879, + "n_pred": 68667, + "n_ref": 53615 + }, + "7": { + "Dice": 0.5023491252941046, + "FN": 66907, + "FP": 142, + "IoU": 0.3354247199920706, + "TN": 424806, + "TP": 33841, + "n_pred": 33983, + "n_ref": 100748 + }, + "8": { + "Dice": 0.9114828039842134, + "FN": 792, + "FP": 621, + "IoU": 0.8373618784530387, + "TN": 517008, + "TP": 7275, + "n_pred": 7896, + "n_ref": 8067 + }, + "9": { + "Dice": 0.8857834917085895, + "FN": 268, + "FP": 4636, + "IoU": 0.7949832775919733, + "TN": 501776, + "TP": 19016, + "n_pred": 23652, + "n_ref": 19284 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8114783499871894, + "FN": 1777, + "FP": 1902, + "IoU": 0.6827627834784858, + "TN": 514099, + "TP": 7918, + "n_pred": 9820, + "n_ref": 9695 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9123662526803888, + "FN": 6375, + "FP": 1676, + "IoU": 0.83885430635896, + "TN": 475735, + "TP": 41910, + "n_pred": 43586, + "n_ref": 48285 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 525693, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7441462021701885, + "FN": 889, + "FP": 7, + "IoU": 0.5925420645748067, + "TN": 523497, + "TP": 1303, + "n_pred": 1310, + "n_ref": 2192 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9837041602465332, + "FN": 494, + "FP": 2150, + "IoU": 0.9679309131927177, + "TN": 443249, + "TP": 79803, + "n_pred": 81953, + "n_ref": 80297 + }, + "7": { + "Dice": 0.0, + "FN": 1360, + "FP": 0, + "IoU": 0.0, + "TN": 524336, + "TP": 0, + "n_pred": 0, + "n_ref": 1360 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 525688, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1059, + "IoU": 0.0, + "TN": 524637, + "TP": 0, + "n_pred": 1059, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1331, + "IoU": 0.0, + "TN": 524365, + "TP": 0, + "n_pred": 1331, + "n_ref": 0 + }, + "5": { + "Dice": 0.7942973523421588, + "FN": 12, + "FP": 89, + "IoU": 0.6587837837837838, + "TN": 525400, + "TP": 195, + "n_pred": 284, + "n_ref": 207 + }, + "6": { + "Dice": 0.9259005491460527, + "FN": 1731, + "FP": 12977, + "IoU": 0.8620249720916706, + "TN": 419097, + "TP": 91891, + "n_pred": 104868, + "n_ref": 93622 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.7556368068251066, + "FN": 654, + "FP": 148, + "IoU": 0.6072477962781586, + "TN": 523654, + "TP": 1240, + "n_pred": 1388, + "n_ref": 1894 + }, + "9": { + "Dice": 0.5360306902547401, + "FN": 16802, + "FP": 9, + "IoU": 0.3661488575522208, + "TN": 499174, + "TP": 9711, + "n_pred": 9720, + "n_ref": 26513 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6716109478324761, + "FN": 4278, + "FP": 10024, + "IoU": 0.5055830193245066, + "TN": 496769, + "TP": 14625, + "n_pred": 24649, + "n_ref": 18903 + }, + "11": { + "Dice": 0.0, + "FN": 860, + "FP": 0, + "IoU": 0.0, + "TN": 524836, + "TP": 0, + "n_pred": 0, + "n_ref": 860 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.05553258922419733, + "FN": 19885, + "FP": 7531, + "IoU": 0.028559279994330663, + "TN": 497474, + "TP": 806, + "n_pred": 8337, + "n_ref": 20691 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8363269768696665, + "FN": 9493, + "FP": 2034, + "IoU": 0.718695853771628, + "TN": 484719, + "TP": 29450, + "n_pred": 31484, + "n_ref": 38943 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 10674, + "IoU": 0.0, + "TN": 515022, + "TP": 0, + "n_pred": 10674, + "n_ref": 0 + }, + "4": { + "Dice": 0.4873294346978557, + "FN": 2103, + "FP": 1, + "IoU": 0.32216494845360827, + "TN": 522592, + "TP": 1000, + "n_pred": 1001, + "n_ref": 3103 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8745791587230763, + "FN": 1386, + "FP": 4798, + "IoU": 0.7771129933321319, + "TN": 497951, + "TP": 21561, + "n_pred": 26359, + "n_ref": 22947 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1929, + "IoU": 0.0, + "TN": 523767, + "TP": 0, + "n_pred": 1929, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.49095346293023645, + "FN": 3247, + "FP": 2802, + "IoU": 0.32534017399063125, + "TN": 516730, + "TP": 2917, + "n_pred": 5719, + "n_ref": 6164 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 6446, + "IoU": 0.0, + "TN": 344018, + "TP": 0, + "n_pred": 6446, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9075250453002311, + "FN": 8519, + "FP": 361, + "IoU": 0.8307055840466704, + "TN": 298011, + "TP": 43573, + "n_pred": 43934, + "n_ref": 52092 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7171569765513581, + "FN": 9965, + "FP": 7091, + "IoU": 0.5590372036505598, + "TN": 487017, + "TP": 21623, + "n_pred": 28714, + "n_ref": 31588 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.631468031460505, + "FN": 9441, + "FP": 352, + "IoU": 0.46142000769949953, + "TN": 507513, + "TP": 8390, + "n_pred": 8742, + "n_ref": 17831 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.954538224159323, + "FN": 1266, + "FP": 163, + "IoU": 0.9130302477025135, + "TN": 509265, + "TP": 15002, + "n_pred": 15165, + "n_ref": 16268 + }, + "7": { + "Dice": 0.2817651716939025, + "FN": 29876, + "FP": 55, + "IoU": 0.16398525222054633, + "TN": 489894, + "TP": 5871, + "n_pred": 5926, + "n_ref": 35747 + }, + "8": { + "Dice": 0.9316585054289972, + "FN": 90, + "FP": 231, + "IoU": 0.8720605819051415, + "TN": 523187, + "TP": 2188, + "n_pred": 2419, + "n_ref": 2278 + }, + "9": { + "Dice": 0.9159156846132122, + "FN": 2685, + "FP": 590, + "IoU": 0.8448749526335734, + "TN": 504584, + "TP": 17837, + "n_pred": 18427, + "n_ref": 20522 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 328, + "IoU": 0.0, + "TN": 350136, + "TP": 0, + "n_pred": 328, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 2005, + "FP": 1, + "IoU": 0.0, + "TN": 348458, + "TP": 0, + "n_pred": 1, + "n_ref": 2005 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8068718419843822, + "FN": 20735, + "FP": 287, + "IoU": 0.6762658617715905, + "TN": 285528, + "TP": 43914, + "n_pred": 44201, + "n_ref": 64649 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 10605, + "IoU": 0.0, + "TN": 339859, + "TP": 0, + "n_pred": 10605, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9627581464316158, + "FN": 1263, + "FP": 3936, + "IoU": 0.9281906077348067, + "TN": 278064, + "TP": 67201, + "n_pred": 71137, + "n_ref": 68464 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 4405, + "FP": 0, + "IoU": 0.0, + "TN": 521291, + "TP": 0, + "n_pred": 0, + "n_ref": 4405 + }, + "10": { + "Dice": 0.35406760056548003, + "FN": 4392, + "FP": 5660, + "IoU": 0.2151167330366206, + "TN": 512889, + "TP": 2755, + "n_pred": 8415, + "n_ref": 7147 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3553, + "FP": 73, + "IoU": 0.0, + "TN": 522070, + "TP": 0, + "n_pred": 73, + "n_ref": 3553 + }, + "13": { + "Dice": 0.048414657300170874, + "FN": 28, + "FP": 9996, + "IoU": 0.02480786068683724, + "TN": 515417, + "TP": 255, + "n_pred": 10251, + "n_ref": 283 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 525695, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "3": { + "Dice": 0.7185592449889605, + "FN": 990, + "FP": 12012, + "IoU": 0.5607432432432432, + "TN": 496096, + "TP": 16598, + "n_pred": 28610, + "n_ref": 17588 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 5207, + "IoU": 0.0, + "TN": 520489, + "TP": 0, + "n_pred": 5207, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9605196237629829, + "FN": 9150, + "FP": 3736, + "IoU": 0.9240382461476792, + "TN": 356058, + "TP": 156752, + "n_pred": 160488, + "n_ref": 165902 + }, + "7": { + "Dice": 0.532083821423923, + "FN": 1223, + "FP": 2372, + "IoU": 0.3624756162440149, + "TN": 520057, + "TP": 2044, + "n_pred": 4416, + "n_ref": 3267 + }, + "8": { + "Dice": 0.8834021030214295, + "FN": 143, + "FP": 1609, + "IoU": 0.791155084038622, + "TN": 517307, + "TP": 6637, + "n_pred": 8246, + "n_ref": 6780 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8872651356993737, + "FN": 180, + "FP": 36, + "IoU": 0.797373358348968, + "TN": 524630, + "TP": 850, + "n_pred": 886, + "n_ref": 1030 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 84, + "IoU": 0.0, + "TN": 350380, + "TP": 0, + "n_pred": 84, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6051898465672064, + "FN": 9739, + "FP": 18180, + "IoU": 0.433886894985502, + "TN": 301147, + "TP": 21398, + "n_pred": 39578, + "n_ref": 31137 + }, + "15": { + "Dice": 0.6358086358086358, + "FN": 9711, + "FP": 132, + "IoU": 0.4660699755899105, + "TN": 332029, + "TP": 8592, + "n_pred": 8724, + "n_ref": 18303 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5008, + "IoU": 0.0, + "TN": 520688, + "TP": 0, + "n_pred": 5008, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1631, + "IoU": 0.0, + "TN": 524065, + "TP": 0, + "n_pred": 1631, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1700, + "IoU": 0.0, + "TN": 523996, + "TP": 0, + "n_pred": 1700, + "n_ref": 0 + }, + "3": { + "Dice": 0.8703301384451544, + "FN": 10516, + "FP": 1660, + "IoU": 0.7704287491986878, + "TN": 472658, + "TP": 40862, + "n_pred": 42522, + "n_ref": 51378 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 938, + "IoU": 0.0, + "TN": 524758, + "TP": 0, + "n_pred": 938, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 943, + "IoU": 0.0, + "TN": 524753, + "TP": 0, + "n_pred": 943, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 671, + "IoU": 0.0, + "TN": 349793, + "TP": 0, + "n_pred": 671, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 1111, + "FP": 0, + "IoU": 0.0, + "TN": 349353, + "TP": 0, + "n_pred": 0, + "n_ref": 1111 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 350438, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "13": { + "Dice": 0.4086763618437269, + "FN": 4534, + "FP": 264, + "IoU": 0.25681536555142503, + "TN": 344008, + "TP": 1658, + "n_pred": 1922, + "n_ref": 6192 + }, + "14": { + "Dice": 0.9063715534749234, + "FN": 4144, + "FP": 1296, + "IoU": 0.8287746687230493, + "TN": 318693, + "TP": 26331, + "n_pred": 27627, + "n_ref": 30475 + }, + "15": { + "Dice": 0.05545005696923661, + "FN": 4974, + "FP": 0, + "IoU": 0.028515625, + "TN": 345344, + "TP": 146, + "n_pred": 146, + "n_ref": 5120 + }, + "2": { + "Dice": 0.2093095907528897, + "FN": 48086, + "FP": 3, + "IoU": 0.11688764829030007, + "TN": 296010, + "TP": 6365, + "n_pred": 6368, + "n_ref": 54451 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 27839, + "IoU": 0.0, + "TN": 322625, + "TP": 0, + "n_pred": 27839, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 515, + "FP": 7542, + "IoU": 0.0, + "TN": 342407, + "TP": 0, + "n_pred": 7542, + "n_ref": 515 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9730251388758121, + "FN": 1910, + "FP": 382, + "IoU": 0.9474673389869356, + "TN": 306834, + "TP": 41338, + "n_pred": 41720, + "n_ref": 43248 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 784, + "IoU": 0.0, + "TN": 349680, + "TP": 0, + "n_pred": 784, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9083434099153567, + "FN": 895, + "FP": 621, + "IoU": 0.8320779796189632, + "TN": 341436, + "TP": 7512, + "n_pred": 8133, + "n_ref": 8407 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5172, + "IoU": 0.0, + "TN": 345292, + "TP": 0, + "n_pred": 5172, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7398447218290224, + "FN": 5972, + "FP": 93, + "IoU": 0.5871059976853428, + "TN": 335775, + "TP": 8624, + "n_pred": 8717, + "n_ref": 14596 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8766398589253748, + "FN": 2875, + "FP": 1742, + "IoU": 0.7803729426315289, + "TN": 504674, + "TP": 16405, + "n_pred": 18147, + "n_ref": 19280 + }, + "15": { + "Dice": 0.025099445347078267, + "FN": 17401, + "FP": 0, + "IoU": 0.012709219858156028, + "TN": 508071, + "TP": 224, + "n_pred": 224, + "n_ref": 17625 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9819285054742118, + "FN": 62, + "FP": 486, + "IoU": 0.9644985747603005, + "TN": 510260, + "TP": 14888, + "n_pred": 15374, + "n_ref": 14950 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 59, + "IoU": 0.0, + "TN": 525637, + "TP": 0, + "n_pred": 59, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5590778097982709, + "FN": 1755, + "FP": 81, + "IoU": 0.388, + "TN": 522696, + "TP": 1164, + "n_pred": 1245, + "n_ref": 2919 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2534, + "IoU": 0.0, + "TN": 523162, + "TP": 0, + "n_pred": 2534, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.17892976588628762, + "FN": 7722, + "FP": 134, + "IoU": 0.09825528007346189, + "TN": 516984, + "TP": 856, + "n_pred": 990, + "n_ref": 8578 + }, + "6": { + "Dice": 0.15584415584415584, + "FN": 217, + "FP": 6153, + "IoU": 0.08450704225352113, + "TN": 518738, + "TP": 588, + "n_pred": 6741, + "n_ref": 805 + }, + "7": { + "Dice": 0.8215705166807178, + "FN": 2260, + "FP": 3666, + "IoU": 0.6971741018958557, + "TN": 506127, + "TP": 13643, + "n_pred": 17309, + "n_ref": 15903 + }, + "8": { + "Dice": 0.9403971529397691, + "FN": 3340, + "FP": 646, + "IoU": 0.8874996472016031, + "TN": 490265, + "TP": 31445, + "n_pred": 32091, + "n_ref": 34785 + }, + "9": { + "Dice": 0.4010675501564513, + "FN": 6425, + "FP": 83, + "IoU": 0.25083458040750545, + "TN": 517009, + "TP": 2179, + "n_pred": 2262, + "n_ref": 8604 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0398.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.27403409551120667, + "FN": 1445.831111111111, + "FP": 1120.3377777777778, + "IoU": 0.2290257876606899, + "TN": 472989.8577777778, + "TP": 3411.4400000000005, + "n_pred": 4531.777777777778, + "n_ref": 4857.271111111112 + }, + "mean": { + "1": { + "Dice": 0.30956735455461065, + "FN": 2269.266666666667, + "FP": 107.43333333333334, + "IoU": 0.25774160120338824, + "TN": 474803.23333333334, + "TP": 1787.5333333333333, + "n_pred": 1894.9666666666667, + "n_ref": 4056.8 + }, + "10": { + "Dice": 0.28963823262827176, + "FN": 1824.3666666666666, + "FP": 856.8, + "IoU": 0.22157530658967872, + "TN": 474123.4666666667, + "TP": 2162.8333333333335, + "n_pred": 3019.633333333333, + "n_ref": 3987.2 + }, + "11": { + "Dice": 0.0, + "FN": 202.23333333333332, + "FP": 0.0, + "IoU": 0.0, + "TN": 478765.23333333334, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 202.23333333333332 + }, + "12": { + "Dice": 0.0, + "FN": 420.93333333333334, + "FP": 0.0, + "IoU": 0.0, + "TN": 478546.5333333333, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 420.93333333333334 + }, + "13": { + "Dice": 0.20597632997309506, + "FN": 1764.8666666666666, + "FP": 756.6666666666666, + "IoU": 0.12733773520595595, + "TN": 475972.93333333335, + "TP": 473.0, + "n_pred": 1229.6666666666667, + "n_ref": 2237.866666666667 + }, + "14": { + "Dice": 0.28597612467372946, + "FN": 81.16666666666667, + "FP": 258.3, + "IoU": 0.2504012166738087, + "TN": 477634.63333333336, + "TP": 993.3666666666667, + "n_pred": 1251.6666666666667, + "n_ref": 1074.5333333333333 + }, + "15": { + "Dice": 0.0, + "FN": 552.9333333333333, + "FP": 547.2333333333333, + "IoU": 0.0, + "TN": 477867.3, + "TP": 0.0, + "n_pred": 547.2333333333333, + "n_ref": 552.9333333333333 + }, + "2": { + "Dice": 0.271370163006829, + "FN": 4333.033333333334, + "FP": 805.4666666666667, + "IoU": 0.2271714847524712, + "TN": 471117.93333333335, + "TP": 2711.0333333333333, + "n_pred": 3516.5, + "n_ref": 7044.066666666667 + }, + "3": { + "Dice": 0.24002222886701988, + "FN": 992.7333333333333, + "FP": 5589.366666666667, + "IoU": 0.1993156001278467, + "TN": 469235.2, + "TP": 3150.1666666666665, + "n_pred": 8739.533333333333, + "n_ref": 4142.9 + }, + "4": { + "Dice": 0.21173100675247303, + "FN": 1216.4333333333334, + "FP": 349.8333333333333, + "IoU": 0.18414452935469602, + "TN": 475682.5, + "TP": 1718.7, + "n_pred": 2068.5333333333333, + "n_ref": 2935.133333333333 + }, + "5": { + "Dice": 0.0, + "FN": 1271.0, + "FP": 0.0, + "IoU": 0.0, + "TN": 477696.4666666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 1271.0 + }, + "6": { + "Dice": 0.6783247026894621, + "FN": 3013.866666666667, + "FP": 4899.333333333333, + "IoU": 0.6063874336469449, + "TN": 443012.23333333334, + "TP": 28042.033333333333, + "n_pred": 32941.36666666667, + "n_ref": 31055.9 + }, + "7": { + "Dice": 0.38966279221594946, + "FN": 1983.5333333333333, + "FP": 442.3, + "IoU": 0.309689011206837, + "TN": 474665.56666666665, + "TP": 1876.0666666666666, + "n_pred": 2318.366666666667, + "n_ref": 3859.6 + }, + "8": { + "Dice": 0.7103996248496223, + "FN": 363.23333333333335, + "FP": 1052.6333333333334, + "IoU": 0.6339752392179031, + "TN": 472420.5333333333, + "TP": 5131.066666666667, + "n_pred": 6183.7, + "n_ref": 5494.3 + }, + "9": { + "Dice": 0.5178428724570372, + "FN": 1397.8666666666666, + "FP": 1139.7, + "IoU": 0.41764765693081773, + "TN": 473304.1, + "TP": 3125.8, + "n_pred": 4265.5, + "n_ref": 4523.666666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 207, + "IoU": 0.0, + "TN": 350257, + "TP": 0, + "n_pred": 207, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 40, + "IoU": 0.0, + "TN": 350424, + "TP": 0, + "n_pred": 40, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 1953, + "FP": 0, + "IoU": 0.0, + "TN": 348511, + "TP": 0, + "n_pred": 0, + "n_ref": 1953 + }, + "6": { + "Dice": 0.8988929444059003, + "FN": 11141, + "FP": 5618, + "IoU": 0.8163538139539981, + "TN": 259207, + "TP": 74498, + "n_pred": 80116, + "n_ref": 85639 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.469790675547098, + "FN": 192, + "FP": 4266, + "IoU": 0.30701072594434947, + "TN": 344031, + "TP": 1975, + "n_pred": 6241, + "n_ref": 2167 + }, + "9": { + "Dice": 0.7007907204154232, + "FN": 6434, + "FP": 11313, + "IoU": 0.539397871788217, + "TN": 311934, + "TP": 20783, + "n_pred": 32096, + "n_ref": 27217 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 413, + "FP": 25, + "IoU": 0.0, + "TN": 525258, + "TP": 0, + "n_pred": 25, + "n_ref": 413 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 716, + "IoU": 0.0, + "TN": 524980, + "TP": 0, + "n_pred": 716, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 4484, + "FP": 5447, + "IoU": 0.0, + "TN": 515765, + "TP": 0, + "n_pred": 5447, + "n_ref": 4484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9691775293595383, + "FN": 2085, + "FP": 4025, + "IoU": 0.9401982950152196, + "TN": 423525, + "TP": 96061, + "n_pred": 100086, + "n_ref": 98146 + }, + "7": { + "Dice": 0.6355547316711465, + "FN": 7634, + "FP": 230, + "IoU": 0.4657971605189865, + "TN": 510975, + "TP": 6857, + "n_pred": 7087, + "n_ref": 14491 + }, + "8": { + "Dice": 0.7954478892096565, + "FN": 1068, + "FP": 3821, + "IoU": 0.6603681833970129, + "TN": 511301, + "TP": 9506, + "n_pred": 13327, + "n_ref": 10574 + }, + "9": { + "Dice": 0.8152610441767069, + "FN": 2893, + "FP": 1247, + "IoU": 0.688135593220339, + "TN": 512421, + "TP": 9135, + "n_pred": 10382, + "n_ref": 12028 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7682214136067924, + "FN": 4201, + "FP": 3, + "IoU": 0.6236684271775133, + "TN": 339293, + "TP": 6967, + "n_pred": 6970, + "n_ref": 11168 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3766, + "IoU": 0.0, + "TN": 346698, + "TP": 0, + "n_pred": 3766, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1469, + "IoU": 0.0, + "TN": 524227, + "TP": 0, + "n_pred": 1469, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 502, + "IoU": 0.0, + "TN": 525194, + "TP": 0, + "n_pred": 502, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 48571, + "IoU": 0.0, + "TN": 477125, + "TP": 0, + "n_pred": 48571, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 32, + "IoU": 0.0, + "TN": 525664, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 679, + "FP": 0, + "IoU": 0.0, + "TN": 525017, + "TP": 0, + "n_pred": 0, + "n_ref": 679 + }, + "6": { + "Dice": 0.9142876536436091, + "FN": 1500, + "FP": 13653, + "IoU": 0.8421085536255744, + "TN": 429725, + "TP": 80818, + "n_pred": 94471, + "n_ref": 82318 + }, + "7": { + "Dice": 0.5469439193446755, + "FN": 20, + "FP": 699, + "IoU": 0.3764093668690373, + "TN": 524543, + "TP": 434, + "n_pred": 1133, + "n_ref": 454 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.535224153705398, + "FN": 7087, + "FP": 25, + "IoU": 0.3653966271080575, + "TN": 514489, + "TP": 4095, + "n_pred": 4120, + "n_ref": 11182 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 43675, + "FP": 0, + "IoU": 0.0, + "TN": 482021, + "TP": 0, + "n_pred": 0, + "n_ref": 43675 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 45161, + "IoU": 0.0, + "TN": 480535, + "TP": 0, + "n_pred": 45161, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9485820783548792, + "FN": 4222, + "FP": 2289, + "IoU": 0.9021931801111612, + "TN": 459126, + "TP": 60059, + "n_pred": 62348, + "n_ref": 64281 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 36, + "IoU": 0.0, + "TN": 700892, + "TP": 0, + "n_pred": 36, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 6696, + "FP": 0, + "IoU": 0.0, + "TN": 694232, + "TP": 0, + "n_pred": 0, + "n_ref": 6696 + }, + "11": { + "Dice": 0.0, + "FN": 1867, + "FP": 0, + "IoU": 0.0, + "TN": 699061, + "TP": 0, + "n_pred": 0, + "n_ref": 1867 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.29312244765670575, + "FN": 6218, + "FP": 4687, + "IoU": 0.17173021418806014, + "TN": 687762, + "TP": 2261, + "n_pred": 6948, + "n_ref": 8479 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8398875975503597, + "FN": 18945, + "FP": 2023, + "IoU": 0.7239708805602728, + "TN": 624965, + "TP": 54995, + "n_pred": 57018, + "n_ref": 73940 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 16031, + "IoU": 0.0, + "TN": 684897, + "TP": 0, + "n_pred": 16031, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 6942, + "FP": 0, + "IoU": 0.0, + "TN": 693986, + "TP": 0, + "n_pred": 0, + "n_ref": 6942 + }, + "6": { + "Dice": 0.5756243305710581, + "FN": 38231, + "FP": 6937, + "IoU": 0.4041239561483358, + "TN": 625127, + "TP": 30633, + "n_pred": 37570, + "n_ref": 68864 + }, + "7": { + "Dice": 0.0866276852675734, + "FN": 28742, + "FP": 0, + "IoU": 0.04527487128383989, + "TN": 670823, + "TP": 1363, + "n_pred": 1363, + "n_ref": 30105 + }, + "8": { + "Dice": 0.9515235457063712, + "FN": 587, + "FP": 393, + "IoU": 0.9075297225891678, + "TN": 690330, + "TP": 9618, + "n_pred": 10011, + "n_ref": 10205 + }, + "9": { + "Dice": 0.489606458123108, + "FN": 1590, + "FP": 939, + "IoU": 0.3241582041688936, + "TN": 697186, + "TP": 1213, + "n_pred": 2152, + "n_ref": 2803 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.1132968737245939, + "FN": 32472, + "FP": 117, + "IoU": 0.060050186034438, + "TN": 491025, + "TP": 2082, + "n_pred": 2199, + "n_ref": 34554 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.07246376811594203, + "FN": 128, + "FP": 0, + "IoU": 0.03759398496240601, + "TN": 525563, + "TP": 5, + "n_pred": 5, + "n_ref": 133 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 28819, + "IoU": 0.0, + "TN": 496877, + "TP": 0, + "n_pred": 28819, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.43329596412556054, + "FN": 735, + "FP": 1287, + "IoU": 0.2765652951699463, + "TN": 522901, + "TP": 773, + "n_pred": 2060, + "n_ref": 1508 + }, + "9": { + "Dice": 0.7973067506121021, + "FN": 2121, + "FP": 197, + "IoU": 0.6629344190780864, + "TN": 518819, + "TP": 4559, + "n_pred": 4756, + "n_ref": 6680 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 4403, + "IoU": 0.0, + "TN": 346061, + "TP": 0, + "n_pred": 4403, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2945, + "IoU": 0.0, + "TN": 347519, + "TP": 0, + "n_pred": 2945, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 336, + "IoU": 0.0, + "TN": 350128, + "TP": 0, + "n_pred": 336, + "n_ref": 0 + }, + "4": { + "Dice": 0.7898238300545356, + "FN": 21631, + "FP": 452, + "IoU": 0.6526519441298603, + "TN": 286888, + "TP": 41493, + "n_pred": 41945, + "n_ref": 63124 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9004037136215967, + "FN": 2890, + "FP": 4437, + "IoU": 0.8188493584196603, + "TN": 310017, + "TP": 33120, + "n_pred": 37557, + "n_ref": 36010 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6349, + "IoU": 0.0, + "TN": 344115, + "TP": 0, + "n_pred": 6349, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3618835743418613, + "FN": 1713, + "FP": 8, + "IoU": 0.2209144409234948, + "TN": 348255, + "TP": 488, + "n_pred": 496, + "n_ref": 2201 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 100, + "IoU": 0.0, + "TN": 350364, + "TP": 0, + "n_pred": 100, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.6012855831037649, + "FN": 2109, + "FP": 62, + "IoU": 0.42988445378151263, + "TN": 346656, + "TP": 1637, + "n_pred": 1699, + "n_ref": 3746 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9160906726124117, + "FN": 308, + "FP": 821, + "IoU": 0.8451727921009325, + "TN": 343172, + "TP": 6163, + "n_pred": 6984, + "n_ref": 6471 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7251748848319399, + "FN": 12244, + "FP": 642, + "IoU": 0.5688426406129755, + "TN": 671041, + "TP": 17001, + "n_pred": 17643, + "n_ref": 29245 + }, + "10": { + "Dice": 0.8, + "FN": 587, + "FP": 1383, + "IoU": 0.6666666666666666, + "TN": 695018, + "TP": 3940, + "n_pred": 5323, + "n_ref": 4527 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3776, + "FP": 0, + "IoU": 0.0, + "TN": 697152, + "TP": 0, + "n_pred": 0, + "n_ref": 3776 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 12688, + "IoU": 0.0, + "TN": 688240, + "TP": 0, + "n_pred": 12688, + "n_ref": 0 + }, + "3": { + "Dice": 0.3188966612095054, + "FN": 13628, + "FP": 101, + "IoU": 0.18969485923390192, + "TN": 683985, + "TP": 3214, + "n_pred": 3315, + "n_ref": 16842 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 759, + "IoU": 0.0, + "TN": 700169, + "TP": 0, + "n_pred": 759, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 4257, + "FP": 0, + "IoU": 0.0, + "TN": 696671, + "TP": 0, + "n_pred": 0, + "n_ref": 4257 + }, + "6": { + "Dice": 0.5644941856423599, + "FN": 7233, + "FP": 36622, + "IoU": 0.39323712937725697, + "TN": 628651, + "TP": 28422, + "n_pred": 65044, + "n_ref": 35655 + }, + "7": { + "Dice": 0.0028011204481792717, + "FN": 557, + "FP": 867, + "IoU": 0.001402524544179523, + "TN": 699502, + "TP": 2, + "n_pred": 869, + "n_ref": 559 + }, + "8": { + "Dice": 0.9525579361609094, + "FN": 64, + "FP": 804, + "IoU": 0.9094134836151117, + "TN": 691346, + "TP": 8714, + "n_pred": 9518, + "n_ref": 8778 + }, + "9": { + "Dice": 0.5303589097778177, + "FN": 9725, + "FP": 717, + "IoU": 0.36087648426980046, + "TN": 684590, + "TP": 5896, + "n_pred": 6613, + "n_ref": 15621 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9577954319761668, + "FN": 122, + "FP": 48, + "IoU": 0.9190090519294902, + "TN": 698829, + "TP": 1929, + "n_pred": 1977, + "n_ref": 2051 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 111, + "IoU": 0.0, + "TN": 700817, + "TP": 0, + "n_pred": 111, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 482, + "IoU": 0.0, + "TN": 700446, + "TP": 0, + "n_pred": 482, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 951, + "IoU": 0.0, + "TN": 699977, + "TP": 0, + "n_pred": 951, + "n_ref": 0 + }, + "10": { + "Dice": 0.2385542168674699, + "FN": 11931, + "FP": 77, + "IoU": 0.1354309165526676, + "TN": 687039, + "TP": 1881, + "n_pred": 1958, + "n_ref": 13812 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3266, + "FP": 0, + "IoU": 0.0, + "TN": 697662, + "TP": 0, + "n_pred": 0, + "n_ref": 3266 + }, + "13": { + "Dice": 0.0, + "FN": 67, + "FP": 418, + "IoU": 0.0, + "TN": 700443, + "TP": 0, + "n_pred": 418, + "n_ref": 67 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2602, + "IoU": 0.0, + "TN": 698326, + "TP": 0, + "n_pred": 2602, + "n_ref": 0 + }, + "3": { + "Dice": 0.8598182624113475, + "FN": 4084, + "FP": 976, + "IoU": 0.7541063271454952, + "TN": 680350, + "TP": 15518, + "n_pred": 16494, + "n_ref": 19602 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 408, + "IoU": 0.0, + "TN": 700520, + "TP": 0, + "n_pred": 408, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 9341, + "FP": 0, + "IoU": 0.0, + "TN": 691587, + "TP": 0, + "n_pred": 0, + "n_ref": 9341 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 5213, + "IoU": 0.0, + "TN": 695715, + "TP": 0, + "n_pred": 5213, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 133, + "IoU": 0.0, + "TN": 700795, + "TP": 0, + "n_pred": 133, + "n_ref": 0 + }, + "8": { + "Dice": 0.9274610832157352, + "FN": 3519, + "FP": 3112, + "IoU": 0.8647342009709926, + "TN": 651906, + "TP": 42391, + "n_pred": 45503, + "n_ref": 45910 + }, + "9": { + "Dice": 0.09444299504304722, + "FN": 217, + "FP": 3254, + "IoU": 0.0495618838992333, + "TN": 697276, + "TP": 181, + "n_pred": 3435, + "n_ref": 398 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 59, + "IoU": 0.0, + "TN": 350405, + "TP": 0, + "n_pred": 59, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8445558739255015, + "FN": 96, + "FP": 2942, + "IoU": 0.7309361438313701, + "TN": 339173, + "TP": 8253, + "n_pred": 11195, + "n_ref": 8349 + }, + "9": { + "Dice": 0.8441119691119691, + "FN": 987, + "FP": 305, + "IoU": 0.7302713987473904, + "TN": 345674, + "TP": 3498, + "n_pred": 3803, + "n_ref": 4485 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 525672, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8786150305213649, + "FN": 1990, + "FP": 436, + "IoU": 0.7835088345529181, + "TN": 514490, + "TP": 8780, + "n_pred": 9216, + "n_ref": 10770 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9905431224017589, + "FN": 186, + "FP": 2769, + "IoU": 0.981263434212779, + "TN": 367983, + "TP": 154758, + "n_pred": 157527, + "n_ref": 154944 + }, + "7": { + "Dice": 0.0, + "FN": 14, + "FP": 0, + "IoU": 0.0, + "TN": 525682, + "TP": 0, + "n_pred": 0, + "n_ref": 14 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1062, + "IoU": 0.0, + "TN": 349402, + "TP": 0, + "n_pred": 1062, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 214, + "IoU": 0.0, + "TN": 350250, + "TP": 0, + "n_pred": 214, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 188, + "IoU": 0.0, + "TN": 350276, + "TP": 0, + "n_pred": 188, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8723332204537758, + "FN": 322, + "FP": 55, + "IoU": 0.7735735735735736, + "TN": 348799, + "TP": 1288, + "n_pred": 1343, + "n_ref": 1610 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9283449587824985, + "FN": 533, + "FP": 2292, + "IoU": 0.8662721893491124, + "TN": 329339, + "TP": 18300, + "n_pred": 20592, + "n_ref": 18833 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 263, + "IoU": 0.0, + "TN": 700665, + "TP": 0, + "n_pred": 263, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8579283740211884, + "FN": 2435, + "FP": 7435, + "IoU": 0.7512036500214262, + "TN": 661257, + "TP": 29801, + "n_pred": 37236, + "n_ref": 32236 + }, + "15": { + "Dice": 0.0, + "FN": 16588, + "FP": 15513, + "IoU": 0.0, + "TN": 668827, + "TP": 0, + "n_pred": 15513, + "n_ref": 16588 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7282877309012036, + "FN": 8777, + "FP": 6506, + "IoU": 0.5726827904375786, + "TN": 489931, + "TP": 20482, + "n_pred": 26988, + "n_ref": 29259 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0579, + "FN": 17606, + "FP": 1236, + "IoU": 0.02981308892436023, + "TN": 506275, + "TP": 579, + "n_pred": 1815, + "n_ref": 18185 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5617624521072797, + "FN": 22782, + "FP": 94, + "IoU": 0.39059086792050723, + "TN": 488158, + "TP": 14662, + "n_pred": 14756, + "n_ref": 37444 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 7447, + "IoU": 0.0, + "TN": 518249, + "TP": 0, + "n_pred": 7447, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 525672, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7573884949803769, + "FN": 8872, + "FP": 2317, + "IoU": 0.6095135059677532, + "TN": 497042, + "TP": 17465, + "n_pred": 19782, + "n_ref": 26337 + }, + "7": { + "Dice": 0.03136064744562468, + "FN": 5395, + "FP": 350, + "IoU": 0.01593011305241521, + "TN": 519858, + "TP": 93, + "n_pred": 443, + "n_ref": 5488 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 2964, + "IoU": 0.0, + "TN": 522732, + "TP": 0, + "n_pred": 2964, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 3788, + "IoU": 0.0, + "TN": 521908, + "TP": 0, + "n_pred": 3788, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 47, + "IoU": 0.0, + "TN": 525649, + "TP": 0, + "n_pred": 47, + "n_ref": 0 + }, + "10": { + "Dice": 0.6835193355826629, + "FN": 79, + "FP": 6018, + "IoU": 0.5192019556817286, + "TN": 513015, + "TP": 6584, + "n_pred": 12602, + "n_ref": 6663 + }, + "11": { + "Dice": 0.0, + "FN": 3070, + "FP": 0, + "IoU": 0.0, + "TN": 522626, + "TP": 0, + "n_pred": 0, + "n_ref": 3070 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.1838016777639845, + "FN": 20046, + "FP": 1651, + "IoU": 0.1012013256006628, + "TN": 501556, + "TP": 2443, + "n_pred": 4094, + "n_ref": 22489 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 4118, + "FP": 0, + "IoU": 0.0, + "TN": 521578, + "TP": 0, + "n_pred": 0, + "n_ref": 4118 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 103, + "IoU": 0.0, + "TN": 525593, + "TP": 0, + "n_pred": 103, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 8066, + "FP": 2152, + "IoU": 0.0, + "TN": 515478, + "TP": 0, + "n_pred": 2152, + "n_ref": 8066 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.977587533666795, + "FN": 2225, + "FP": 7095, + "IoU": 0.9561576818139054, + "TN": 313116, + "TP": 203260, + "n_pred": 210355, + "n_ref": 205485 + }, + "7": { + "Dice": 0.7703820546211552, + "FN": 10351, + "FP": 2168, + "IoU": 0.6265214797136038, + "TN": 492176, + "TP": 21001, + "n_pred": 23169, + "n_ref": 31352 + }, + "8": { + "Dice": 0.9644315153885643, + "FN": 1223, + "FP": 232, + "IoU": 0.9313063594731127, + "TN": 504515, + "TP": 19726, + "n_pred": 19958, + "n_ref": 20949 + }, + "9": { + "Dice": 0.944043321299639, + "FN": 1252, + "FP": 732, + "IoU": 0.8940170940170941, + "TN": 506976, + "TP": 16736, + "n_pred": 17468, + "n_ref": 17988 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 397, + "IoU": 0.0, + "TN": 350067, + "TP": 0, + "n_pred": 397, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7534043644236795, + "FN": 6732, + "FP": 1924, + "IoU": 0.6043694867224279, + "TN": 328585, + "TP": 13223, + "n_pred": 15147, + "n_ref": 19955 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 4130, + "FP": 0, + "IoU": 0.0, + "TN": 346334, + "TP": 0, + "n_pred": 0, + "n_ref": 4130 + }, + "13": { + "Dice": 0.4722550177095632, + "FN": 915, + "FP": 426, + "IoU": 0.3091190108191654, + "TN": 348523, + "TP": 600, + "n_pred": 1026, + "n_ref": 1515 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.6069165308709035, + "FN": 2155, + "FP": 16, + "IoU": 0.43566415388614504, + "TN": 346617, + "TP": 1676, + "n_pred": 1692, + "n_ref": 3831 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 442, + "IoU": 0.0, + "TN": 350022, + "TP": 0, + "n_pred": 442, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.967436625482823, + "FN": 513, + "FP": 760, + "IoU": 0.936927116880543, + "TN": 330281, + "TP": 18910, + "n_pred": 19670, + "n_ref": 19423 + }, + "7": { + "Dice": 0.9133574007220217, + "FN": 2598, + "FP": 138, + "IoU": 0.840531561461794, + "TN": 333307, + "TP": 14421, + "n_pred": 14559, + "n_ref": 17019 + }, + "8": { + "Dice": 0.9162329480085465, + "FN": 1027, + "FP": 502, + "IoU": 0.8454150237589728, + "TN": 340573, + "TP": 8362, + "n_pred": 8864, + "n_ref": 9389 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 174, + "IoU": 0.0, + "TN": 350290, + "TP": 0, + "n_pred": 174, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6823552360251909, + "FN": 22754, + "FP": 44, + "IoU": 0.5178597864016072, + "TN": 653643, + "TP": 24487, + "n_pred": 24531, + "n_ref": 47241 + }, + "10": { + "Dice": 0.7108928274847557, + "FN": 10754, + "FP": 1431, + "IoU": 0.5514613855554737, + "TN": 673762, + "TP": 14981, + "n_pred": 16412, + "n_ref": 25735 + }, + "11": { + "Dice": 0.0, + "FN": 1130, + "FP": 0, + "IoU": 0.0, + "TN": 699798, + "TP": 0, + "n_pred": 0, + "n_ref": 1130 + }, + "12": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 700922, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "13": { + "Dice": 0.5063589260480452, + "FN": 3419, + "FP": 11253, + "IoU": 0.3390097760958688, + "TN": 678731, + "TP": 7525, + "n_pred": 18778, + "n_ref": 10944 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 359, + "FP": 2478, + "IoU": 0.0, + "TN": 698091, + "TP": 0, + "n_pred": 2478, + "n_ref": 359 + }, + "3": { + "Dice": 0.9165446559297218, + "FN": 4462, + "FP": 668, + "IoU": 0.845945945945946, + "TN": 667628, + "TP": 28170, + "n_pred": 28838, + "n_ref": 32632 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 248, + "IoU": 0.0, + "TN": 700680, + "TP": 0, + "n_pred": 248, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 7900, + "FP": 0, + "IoU": 0.0, + "TN": 693028, + "TP": 0, + "n_pred": 0, + "n_ref": 7900 + }, + "6": { + "Dice": 0.3885398206326191, + "FN": 188, + "FP": 22584, + "IoU": 0.24111040757156663, + "TN": 670921, + "TP": 7235, + "n_pred": 29819, + "n_ref": 7423 + }, + "7": { + "Dice": 0.8857128776304766, + "FN": 1134, + "FP": 1185, + "IoU": 0.7948695267580717, + "TN": 689623, + "TP": 8986, + "n_pred": 10171, + "n_ref": 10120 + }, + "8": { + "Dice": 0.9191209448348034, + "FN": 608, + "FP": 474, + "IoU": 0.8503457814661134, + "TN": 693698, + "TP": 6148, + "n_pred": 6622, + "n_ref": 6756 + }, + "9": { + "Dice": 0.8776721704998864, + "FN": 2750, + "FP": 1021, + "IoU": 0.7820105208393549, + "TN": 683629, + "TP": 13528, + "n_pred": 14549, + "n_ref": 16278 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 40, + "FP": 675, + "IoU": 0.0, + "TN": 524981, + "TP": 0, + "n_pred": 675, + "n_ref": 40 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.18444165621079048, + "FN": 2549, + "FP": 51, + "IoU": 0.10158949550794748, + "TN": 522802, + "TP": 294, + "n_pred": 345, + "n_ref": 2843 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.12877506084134893, + "FN": 35789, + "FP": 1800, + "IoU": 0.06881858944187083, + "TN": 485329, + "TP": 2778, + "n_pred": 4578, + "n_ref": 38567 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 40755, + "IoU": 0.0, + "TN": 484941, + "TP": 0, + "n_pred": 40755, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 7058, + "FP": 0, + "IoU": 0.0, + "TN": 518638, + "TP": 0, + "n_pred": 0, + "n_ref": 7058 + }, + "6": { + "Dice": 0.750216954175045, + "FN": 10597, + "FP": 1204, + "IoU": 0.6002777495511974, + "TN": 496173, + "TP": 17722, + "n_pred": 18926, + "n_ref": 28319 + }, + "7": { + "Dice": 0.516266460108443, + "FN": 2412, + "FP": 86, + "IoU": 0.34795092665100497, + "TN": 521865, + "TP": 1333, + "n_pred": 1419, + "n_ref": 3745 + }, + "8": { + "Dice": 0.8550856991595527, + "FN": 1470, + "FP": 9479, + "IoU": 0.7468556367335615, + "TN": 482444, + "TP": 32303, + "n_pred": 41782, + "n_ref": 33773 + }, + "9": { + "Dice": 0.6209817216334232, + "FN": 6880, + "FP": 10393, + "IoU": 0.4503070998949814, + "TN": 494273, + "TP": 14150, + "n_pred": 24543, + "n_ref": 21030 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1527, + "IoU": 0.0, + "TN": 348937, + "TP": 0, + "n_pred": 1527, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9557118418551607, + "FN": 608, + "FP": 324, + "IoU": 0.9151801965780851, + "TN": 514708, + "TP": 10056, + "n_pred": 10380, + "n_ref": 10664 + }, + "10": { + "Dice": 0.42991501416430594, + "FN": 9135, + "FP": 927, + "IoU": 0.27381639722863743, + "TN": 511840, + "TP": 3794, + "n_pred": 4721, + "n_ref": 12929 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1450, + "FP": 0, + "IoU": 0.0, + "TN": 524246, + "TP": 0, + "n_pred": 0, + "n_ref": 1450 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1926, + "IoU": 0.0, + "TN": 523770, + "TP": 0, + "n_pred": 1926, + "n_ref": 0 + }, + "3": { + "Dice": 0.9444746579651727, + "FN": 3216, + "FP": 1991, + "IoU": 0.8947910773458336, + "TN": 476204, + "TP": 44285, + "n_pred": 46276, + "n_ref": 47501 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 346, + "IoU": 0.0, + "TN": 525350, + "TP": 0, + "n_pred": 346, + "n_ref": 0 + }, + "7": { + "Dice": 0.676609401548046, + "FN": 649, + "FP": 1064, + "IoU": 0.5112696148359487, + "TN": 522191, + "TP": 1792, + "n_pred": 2856, + "n_ref": 2441 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 86, + "IoU": 0.0, + "TN": 525610, + "TP": 0, + "n_pred": 86, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2680281/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0401.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.3260127783931094, + "FN": 1236.6884444444445, + "FP": 879.0035555555554, + "IoU": 0.2677299485280905, + "TN": 462523.1017777777, + "TP": 2646.5395555555556, + "n_pred": 3525.543111111111, + "n_ref": 3883.2280000000005 + }, + "mean": { + "1": { + "Dice": 0.3083744906202101, + "FN": 2117.0733333333333, + "FP": 312.17333333333335, + "IoU": 0.2665318085560968, + "TN": 462715.07999999996, + "TP": 2141.0066666666667, + "n_pred": 2453.1800000000003, + "n_ref": 4258.08 + }, + "10": { + "Dice": 0.33354746621963366, + "FN": 1116.98, + "FP": 1251.1933333333334, + "IoU": 0.2500730872352298, + "TN": 463247.68666666665, + "TP": 1669.4733333333334, + "n_pred": 2920.666666666667, + "n_ref": 2786.4533333333334 + }, + "11": { + "Dice": 0.12133101647855689, + "FN": 174.12666666666667, + "FP": 12.346666666666668, + "IoU": 0.09034176944868624, + "TN": 467065.7866666666, + "TP": 33.07333333333333, + "n_pred": 45.42, + "n_ref": 207.2 + }, + "12": { + "Dice": 0.129229492167466, + "FN": 228.93333333333334, + "FP": 19.933333333333334, + "IoU": 0.08859889499675866, + "TN": 467002.16, + "TP": 34.30666666666667, + "n_pred": 54.239999999999995, + "n_ref": 263.24 + }, + "13": { + "Dice": 0.24336144018548772, + "FN": 1291.5733333333333, + "FP": 625.6999999999999, + "IoU": 0.17004150470253893, + "TN": 464562.77333333326, + "TP": 805.2866666666666, + "n_pred": 1430.9866666666667, + "n_ref": 2096.86 + }, + "14": { + "Dice": 0.34858150895959855, + "FN": 879.46, + "FP": 497.46000000000004, + "IoU": 0.28434628913671894, + "TN": 464473.7533333333, + "TP": 1434.66, + "n_pred": 1932.1200000000001, + "n_ref": 2314.12 + }, + "15": { + "Dice": 0.18163463778207448, + "FN": 593.7733333333333, + "FP": 174.68666666666667, + "IoU": 0.1368000716355823, + "TN": 466196.5199999999, + "TP": 320.35333333333335, + "n_pred": 495.03999999999996, + "n_ref": 914.1266666666667 + }, + "2": { + "Dice": 0.3509297339483456, + "FN": 1912.3133333333335, + "FP": 710.1800000000001, + "IoU": 0.2995705128313034, + "TN": 462759.7533333333, + "TP": 1903.0866666666666, + "n_pred": 2613.2666666666664, + "n_ref": 3815.4 + }, + "3": { + "Dice": 0.2301617492191757, + "FN": 1869.6333333333332, + "FP": 2117.346666666667, + "IoU": 0.18697685189101768, + "TN": 461196.04000000004, + "TP": 2102.3133333333335, + "n_pred": 4219.66, + "n_ref": 3971.946666666666 + }, + "4": { + "Dice": 0.2871073513336396, + "FN": 552.3733333333333, + "FP": 287.22666666666663, + "IoU": 0.23548978648128233, + "TN": 465614.74000000005, + "TP": 830.9933333333332, + "n_pred": 1118.22, + "n_ref": 1383.3666666666668 + }, + "5": { + "Dice": 0.26216626583650804, + "FN": 362.0466666666667, + "FP": 36.06, + "IoU": 0.20327884264604537, + "TN": 466777.9733333333, + "TP": 109.25333333333333, + "n_pred": 145.31333333333333, + "n_ref": 471.3 + }, + "6": { + "Dice": 0.6036711663335632, + "FN": 2280.0666666666666, + "FP": 5061.113333333333, + "IoU": 0.5425003710859185, + "TN": 439201.27999999997, + "TP": 20742.873333333333, + "n_pred": 25803.986666666668, + "n_ref": 23022.940000000002 + }, + "7": { + "Dice": 0.35145009258960425, + "FN": 3557.186666666667, + "FP": 961.6733333333334, + "IoU": 0.28137650910381884, + "TN": 459698.19333333336, + "TP": 3068.28, + "n_pred": 4029.9533333333325, + "n_ref": 6625.466666666667 + }, + "8": { + "Dice": 0.6917353113770013, + "FN": 676.6866666666667, + "FP": 493.62666666666667, + "IoU": 0.6169731199947768, + "TN": 463486.44666666666, + "TP": 2628.5733333333337, + "n_pred": 3122.2, + "n_ref": 3305.2599999999998 + }, + "9": { + "Dice": 0.4469099528457761, + "FN": 938.1, + "FP": 624.3333333333334, + "IoU": 0.3630498081755829, + "TN": 463848.34, + "TP": 1874.56, + "n_pred": 2498.8933333333334, + "n_ref": 2812.66 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/loop_002/summary.json b/nnActive_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/loop_002/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6b4b6d82516fa48a5fe005e121e20d1ecac60823 --- /dev/null +++ b/nnActive_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/loop_002/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.531766217929243, + "FN": 48062.227999999996, + "FP": 40006.064, + "IoU": 0.42301603405417826, + "TN": 96230364.24533336, + "TP": 138528.30266666663, + "n_pred": 178534.36666666667, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.7568397645587396, + "FN": 54925.64, + "FP": 27833.02, + "IoU": 0.6463225481708404, + "TN": 96234839.68, + "TP": 139362.5, + "n_pred": 167195.52, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.5536169904638277, + "FN": 31336.88, + "FP": 29858.88, + "IoU": 0.40267008508387225, + "TN": 96352879.4, + "TP": 42885.68, + "n_pred": 72744.56, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.0, + "FN": 3700.38, + "FP": 0.0, + "IoU": 0.0, + "TN": 96453260.46, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.0, + "FN": 4236.66, + "FP": 0.0, + "IoU": 0.0, + "TN": 96452724.18, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.3717888349585277, + "FN": 39016.5, + "FP": 19452.82, + "IoU": 0.24707617807510676, + "TN": 96379649.88, + "TP": 18841.64, + "n_pred": 38294.46, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.6443026247218486, + "FN": 65497.98, + "FP": 26161.06, + "IoU": 0.520479306222524, + "TN": 96292441.64, + "TP": 72860.16, + "n_pred": 99021.22, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.5070968046445697, + "FN": 35694.86, + "FP": 5472.68, + "IoU": 0.3744259640219399, + "TN": 96397441.12, + "TP": 18352.18, + "n_pred": 23824.86, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.6745339250916114, + "FN": 44899.6, + "FP": 59937.52, + "IoU": 0.5268002057774848, + "TN": 96240181.62, + "TP": 111942.1, + "n_pred": 171879.62, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.5888453295819752, + "FN": 66215.32, + "FP": 53280.18, + "IoU": 0.44074566650476926, + "TN": 96240278.08, + "TP": 97187.26, + "n_pred": 150467.44, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.5468814298212136, + "FN": 11184.86, + "FP": 7044.96, + "IoU": 0.43138056834451, + "TN": 96423338.38, + "TP": 15392.64, + "n_pred": 22437.6, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.3108001139885552, + "FN": 14305.52, + "FP": 732.8, + "IoU": 0.21294266021464578, + "TN": 96439075.88, + "TP": 2846.64, + "n_pred": 3579.44, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.8634794427545269, + "FN": 128869.92, + "FP": 278630.8, + "IoU": 0.7727080764859844, + "TN": 94819106.42, + "TP": 1230353.7, + "n_pred": 1508984.5, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.5907487493927647, + "FN": 159642.52, + "FP": 71810.36, + "IoU": 0.44894067767960744, + "TN": 96046225.82, + "TP": 179282.14, + "n_pred": 251092.5, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.8378546282873881, + "FN": 37502.12, + "FP": 7505.78, + "IoU": 0.7319781293814893, + "TN": 96317085.88, + "TP": 94867.06, + "n_pred": 102372.84, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.7297046306730968, + "FN": 23904.66, + "FP": 12370.1, + "IoU": 0.588770444849899, + "TN": 96366935.24, + "TP": 53750.84, + "n_pred": 66120.94, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.8180529097497744, + "FN": 7019, + "FP": 31090, + "IoU": 0.6921231216674746, + "TN": 119469540, + "TP": 85671, + "n_pred": 116761, + "n_ref": 92690 + }, + "10": { + "Dice": 0.5697815499416138, + "FN": 25321, + "FP": 50206, + "IoU": 0.3983877776981225, + "TN": 119467779, + "TP": 50014, + "n_pred": 100220, + "n_ref": 75335 + }, + "11": { + "Dice": 0.0, + "FN": 3546, + "FP": 0, + "IoU": 0.0, + "TN": 119589774, + "TP": 0, + "n_pred": 0, + "n_ref": 3546 + }, + "12": { + "Dice": 0.0, + "FN": 4465, + "FP": 0, + "IoU": 0.0, + "TN": 119588855, + "TP": 0, + "n_pred": 0, + "n_ref": 4465 + }, + "13": { + "Dice": 0.21217183079552368, + "FN": 41770, + "FP": 39823, + "IoU": 0.11867573990062648, + "TN": 119500740, + "TP": 10987, + "n_pred": 50810, + "n_ref": 52757 + }, + "14": { + "Dice": 0.38921856555121054, + "FN": 186323, + "FP": 5634, + "IoU": 0.24163338192707778, + "TN": 119340201, + "TP": 61162, + "n_pred": 66796, + "n_ref": 247485 + }, + "15": { + "Dice": 0.12332258192967785, + "FN": 26669, + "FP": 61395, + "IoU": 0.06571325510831971, + "TN": 119499062, + "TP": 6194, + "n_pred": 67589, + "n_ref": 32863 + }, + "2": { + "Dice": 0.9105681552490064, + "FN": 8385, + "FP": 17625, + "IoU": 0.8358192939156562, + "TN": 119434897, + "TP": 132413, + "n_pred": 150038, + "n_ref": 140798 + }, + "3": { + "Dice": 0.8922009748781402, + "FN": 18090, + "FP": 18710, + "IoU": 0.8053816212557117, + "TN": 119404232, + "TP": 152288, + "n_pred": 170998, + "n_ref": 170378 + }, + "4": { + "Dice": 0.7432546040004442, + "FN": 30847, + "FP": 1525, + "IoU": 0.5914122354188491, + "TN": 119514091, + "TP": 46857, + "n_pred": 48382, + "n_ref": 77704 + }, + "5": { + "Dice": 0.0, + "FN": 64264, + "FP": 1071, + "IoU": 0.0, + "TN": 119527985, + "TP": 0, + "n_pred": 1071, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9347048025521427, + "FN": 57128, + "FP": 100022, + "IoU": 0.8774138894002602, + "TN": 118311364, + "TP": 1124806, + "n_pred": 1224828, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 160166, + "IoU": 0.0, + "TN": 119433154, + "TP": 0, + "n_pred": 160166, + "n_ref": 0 + }, + "8": { + "Dice": 0.7554954104379753, + "FN": 106460, + "FP": 10077, + "IoU": 0.6070651862391724, + "TN": 119296739, + "TP": 180044, + "n_pred": 190121, + "n_ref": 286504 + }, + "9": { + "Dice": 0.6585211070966214, + "FN": 37621, + "FP": 2736, + "IoU": 0.4908918884824019, + "TN": 119514050, + "TP": 38913, + "n_pred": 41649, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8553116597666939, + "FN": 26487, + "FP": 28348, + "IoU": 0.7472004647067231, + "TN": 72608749, + "TP": 162076, + "n_pred": 190424, + "n_ref": 188563 + }, + "10": { + "Dice": 0.5387443919889746, + "FN": 22519, + "FP": 56132, + "IoU": 0.36868593628344154, + "TN": 72701077, + "TP": 45932, + "n_pred": 102064, + "n_ref": 68451 + }, + "11": { + "Dice": 0.0, + "FN": 2247, + "FP": 0, + "IoU": 0.0, + "TN": 72823413, + "TP": 0, + "n_pred": 0, + "n_ref": 2247 + }, + "12": { + "Dice": 0.0, + "FN": 2874, + "FP": 0, + "IoU": 0.0, + "TN": 72822786, + "TP": 0, + "n_pred": 0, + "n_ref": 2874 + }, + "13": { + "Dice": 0.35780120481927713, + "FN": 38304, + "FP": 4338, + "IoU": 0.21787934924157665, + "TN": 72771139, + "TP": 11879, + "n_pred": 16217, + "n_ref": 50183 + }, + "14": { + "Dice": 0.866733969689459, + "FN": 5200, + "FP": 16845, + "IoU": 0.7648106856710016, + "TN": 72731927, + "TP": 71688, + "n_pred": 88533, + "n_ref": 76888 + }, + "15": { + "Dice": 0.5714833794634293, + "FN": 21627, + "FP": 9647, + "IoU": 0.4000537139349294, + "TN": 72773532, + "TP": 20854, + "n_pred": 30501, + "n_ref": 42481 + }, + "2": { + "Dice": 0.7917826918701714, + "FN": 12296, + "FP": 52683, + "IoU": 0.6553313601306981, + "TN": 72637134, + "TP": 123547, + "n_pred": 176230, + "n_ref": 135843 + }, + "3": { + "Dice": 0.6842439558360474, + "FN": 51199, + "FP": 18896, + "IoU": 0.5200386187629671, + "TN": 72679617, + "TP": 75948, + "n_pred": 94844, + "n_ref": 127147 + }, + "4": { + "Dice": 0.6482491986199134, + "FN": 13764, + "FP": 611, + "IoU": 0.47956265160566236, + "TN": 72798039, + "TP": 13246, + "n_pred": 13857, + "n_ref": 27010 + }, + "5": { + "Dice": 0.5422726919187991, + "FN": 5153, + "FP": 732, + "IoU": 0.37199871945363355, + "TN": 72816289, + "TP": 3486, + "n_pred": 4218, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9114265661616302, + "FN": 58510, + "FP": 164866, + "IoU": 0.8372669567618327, + "TN": 71453007, + "TP": 1149277, + "n_pred": 1314143, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.5276179139408551, + "FN": 134276, + "FP": 53032, + "IoU": 0.35834306796888116, + "TN": 72533747, + "TP": 104605, + "n_pred": 157637, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9220140251969321, + "FN": 4879, + "FP": 4140, + "IoU": 0.8553117078961723, + "TN": 72763326, + "TP": 53315, + "n_pred": 57455, + "n_ref": 58194 + }, + "9": { + "Dice": 0.7662041830606751, + "FN": 26185, + "FP": 5427, + "IoU": 0.6210137630077207, + "TN": 72742248, + "TP": 51800, + "n_pred": 57227, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8905911143829212, + "FN": 36231, + "FP": 18759, + "IoU": 0.8027618364418938, + "TN": 71530688, + "TP": 223810, + "n_pred": 242569, + "n_ref": 260041 + }, + "10": { + "Dice": 0.7292347060988649, + "FN": 31309, + "FP": 15036, + "IoU": 0.5738547547676407, + "TN": 71700734, + "TP": 62409, + "n_pred": 77445, + "n_ref": 93718 + }, + "11": { + "Dice": 0.0, + "FN": 3369, + "FP": 0, + "IoU": 0.0, + "TN": 71806119, + "TP": 0, + "n_pred": 0, + "n_ref": 3369 + }, + "12": { + "Dice": 0.0, + "FN": 6509, + "FP": 0, + "IoU": 0.0, + "TN": 71802979, + "TP": 0, + "n_pred": 0, + "n_ref": 6509 + }, + "13": { + "Dice": 0.5272472686053933, + "FN": 36225, + "FP": 13406, + "IoU": 0.3580012159312869, + "TN": 71732181, + "TP": 27676, + "n_pred": 41082, + "n_ref": 63901 + }, + "14": { + "Dice": 0.3230903117864862, + "FN": 421561, + "FP": 17, + "IoU": 0.192670072847327, + "TN": 71287300, + "TP": 100610, + "n_pred": 100627, + "n_ref": 522171 + }, + "15": { + "Dice": 0.0480542771331648, + "FN": 176215, + "FP": 13, + "IoU": 0.024618654386858244, + "TN": 71628812, + "TP": 4448, + "n_pred": 4461, + "n_ref": 180663 + }, + "2": { + "Dice": 0.7634623716200719, + "FN": 27044, + "FP": 47208, + "IoU": 0.6174194412670932, + "TN": 71615406, + "TP": 119830, + "n_pred": 167038, + "n_ref": 146874 + }, + "3": { + "Dice": 0.7830701069677247, + "FN": 41035, + "FP": 38726, + "IoU": 0.6434800488107956, + "TN": 71585767, + "TP": 143960, + "n_pred": 182686, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7618204572509997, + "FN": 1496, + "FP": 6307, + "IoU": 0.6152746277487428, + "TN": 71789206, + "TP": 12479, + "n_pred": 18786, + "n_ref": 13975 + }, + "5": { + "Dice": 0.6769280622164614, + "FN": 4076, + "FP": 1906, + "IoU": 0.5116336027430811, + "TN": 71797239, + "TP": 6267, + "n_pred": 8173, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9041395357037159, + "FN": 43010, + "FP": 212547, + "IoU": 0.8250498719144106, + "TN": 70348746, + "TP": 1205185, + "n_pred": 1417732, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.8577998449995315, + "FN": 33696, + "FP": 33092, + "IoU": 0.751006591309016, + "TN": 71541256, + "TP": 201444, + "n_pred": 234536, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9168210296060743, + "FN": 8725, + "FP": 4432, + "IoU": 0.8464169400119066, + "TN": 71723821, + "TP": 72510, + "n_pred": 76942, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8503707236207151, + "FN": 13263, + "FP": 13093, + "IoU": 0.7396912562099379, + "TN": 71708239, + "TP": 74893, + "n_pred": 87986, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9248169937028782, + "FN": 24373, + "FP": 6490, + "IoU": 0.8601484475539686, + "TN": 135224826, + "TP": 189821, + "n_pred": 196311, + "n_ref": 214194 + }, + "10": { + "Dice": 0.6572185481938246, + "FN": 34402, + "FP": 18519, + "IoU": 0.48944565573928644, + "TN": 135341856, + "TP": 50733, + "n_pred": 69252, + "n_ref": 85135 + }, + "11": { + "Dice": 0.0, + "FN": 3547, + "FP": 0, + "IoU": 0.0, + "TN": 135441963, + "TP": 0, + "n_pred": 0, + "n_ref": 3547 + }, + "12": { + "Dice": 0.0, + "FN": 5508, + "FP": 0, + "IoU": 0.0, + "TN": 135440002, + "TP": 0, + "n_pred": 0, + "n_ref": 5508 + }, + "13": { + "Dice": 0.5655432621220619, + "FN": 18389, + "FP": 15695, + "IoU": 0.3942560602829317, + "TN": 135389242, + "TP": 22184, + "n_pred": 37879, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8837253166577195, + "FN": 21197, + "FP": 10859, + "IoU": 0.7916737070590223, + "TN": 135291636, + "TP": 121818, + "n_pred": 132677, + "n_ref": 143015 + }, + "15": { + "Dice": 0.48076060633240647, + "FN": 32539, + "FP": 7984, + "IoU": 0.3164482229306884, + "TN": 135386227, + "TP": 18760, + "n_pred": 26744, + "n_ref": 51299 + }, + "2": { + "Dice": 0.7542387707380056, + "FN": 56490, + "FP": 43249, + "IoU": 0.6054440875358007, + "TN": 135192722, + "TP": 153049, + "n_pred": 196298, + "n_ref": 209539 + }, + "3": { + "Dice": 0.7466678217929003, + "FN": 54493, + "FP": 62473, + "IoU": 0.5957461515597675, + "TN": 135156172, + "TP": 172372, + "n_pred": 234845, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8466533466533467, + "FN": 2941, + "FP": 9339, + "IoU": 0.7340840190558683, + "TN": 135399330, + "TP": 33900, + "n_pred": 43239, + "n_ref": 36841 + }, + "5": { + "Dice": 0.04863792923494416, + "FN": 27345, + "FP": 0, + "IoU": 0.024925117672229352, + "TN": 135417466, + "TP": 699, + "n_pred": 699, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9436105294530662, + "FN": 65111, + "FP": 125792, + "IoU": 0.8932411347914349, + "TN": 133657340, + "TP": 1597267, + "n_pred": 1723059, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.6681570620580847, + "FN": 84203, + "FP": 29796, + "IoU": 0.5016785711163372, + "TN": 135216744, + "TP": 114767, + "n_pred": 144563, + "n_ref": 198970 + }, + "8": { + "Dice": 0.6672943376068377, + "FN": 139728, + "FP": 9750, + "IoU": 0.5007064623771207, + "TN": 135146131, + "TP": 149901, + "n_pred": 159651, + "n_ref": 289629 + }, + "9": { + "Dice": 0.738500718215063, + "FN": 39167, + "FP": 2522, + "IoU": 0.5854150920879908, + "TN": 135344954, + "TP": 58867, + "n_pred": 61389, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.653311746048598, + "FN": 108527, + "FP": 48217, + "IoU": 0.48512470806192537, + "TN": 105449574, + "TP": 147687, + "n_pred": 195904, + "n_ref": 256214 + }, + "10": { + "Dice": 0.21350282022815162, + "FN": 46158, + "FP": 59397, + "IoU": 0.11950918403096378, + "TN": 105634123, + "TP": 14327, + "n_pred": 73724, + "n_ref": 60485 + }, + "11": { + "Dice": 0.0, + "FN": 2469, + "FP": 0, + "IoU": 0.0, + "TN": 105751536, + "TP": 0, + "n_pred": 0, + "n_ref": 2469 + }, + "12": { + "Dice": 0.0, + "FN": 4404, + "FP": 0, + "IoU": 0.0, + "TN": 105749601, + "TP": 0, + "n_pred": 0, + "n_ref": 4404 + }, + "13": { + "Dice": 0.3020812338430531, + "FN": 63666, + "FP": 15977, + "IoU": 0.17791265392912808, + "TN": 105657126, + "TP": 17236, + "n_pred": 33213, + "n_ref": 80902 + }, + "14": { + "Dice": 0.7876861265321081, + "FN": 51823, + "FP": 26386, + "IoU": 0.6497377814203246, + "TN": 105530718, + "TP": 145078, + "n_pred": 171464, + "n_ref": 196901 + }, + "15": { + "Dice": 0.7010624698757308, + "FN": 11205, + "FP": 3060, + "IoU": 0.5397199277232835, + "TN": 105723013, + "TP": 16727, + "n_pred": 19787, + "n_ref": 27932 + }, + "2": { + "Dice": 0.7914218810208377, + "FN": 19389, + "FP": 50979, + "IoU": 0.6548371748524788, + "TN": 105550136, + "TP": 133501, + "n_pred": 184480, + "n_ref": 152890 + }, + "3": { + "Dice": 0.7949818894430316, + "FN": 27042, + "FP": 47446, + "IoU": 0.6597260924780499, + "TN": 105535099, + "TP": 144418, + "n_pred": 191864, + "n_ref": 171460 + }, + "4": { + "Dice": 0.5796992931592189, + "FN": 21499, + "FP": 6567, + "IoU": 0.40815250627359184, + "TN": 105706584, + "TP": 19355, + "n_pred": 25922, + "n_ref": 40854 + }, + "5": { + "Dice": 0.3989650073928043, + "FN": 9127, + "FP": 629, + "IoU": 0.24919193473911036, + "TN": 105741011, + "TP": 3238, + "n_pred": 3867, + "n_ref": 12365 + }, + "6": { + "Dice": 0.8993636767916511, + "FN": 108811, + "FP": 210721, + "IoU": 0.8171306523575479, + "TN": 104006681, + "TP": 1427792, + "n_pred": 1638513, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.7405274955349472, + "FN": 83045, + "FP": 46835, + "IoU": 0.5879663850617194, + "TN": 105438788, + "TP": 185337, + "n_pred": 232172, + "n_ref": 268382 + }, + "8": { + "Dice": 0.8971614600753673, + "FN": 8198, + "FP": 10250, + "IoU": 0.8135020926423907, + "TN": 105655087, + "TP": 80470, + "n_pred": 90720, + "n_ref": 88668 + }, + "9": { + "Dice": 0.7400369451783598, + "FN": 24530, + "FP": 10793, + "IoU": 0.5873481308411215, + "TN": 105668405, + "TP": 50277, + "n_pred": 61070, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8704209049584809, + "FN": 15622, + "FP": 55130, + "IoU": 0.7705710107236781, + "TN": 96829497, + "TP": 237631, + "n_pred": 292761, + "n_ref": 253253 + }, + "10": { + "Dice": 0.7759261110000666, + "FN": 19407, + "FP": 34403, + "IoU": 0.6338882954475871, + "TN": 96990903, + "TP": 93167, + "n_pred": 127570, + "n_ref": 112574 + }, + "11": { + "Dice": 0.0, + "FN": 3561, + "FP": 0, + "IoU": 0.0, + "TN": 97134319, + "TP": 0, + "n_pred": 0, + "n_ref": 3561 + }, + "12": { + "Dice": 0.0, + "FN": 4518, + "FP": 0, + "IoU": 0.0, + "TN": 97133362, + "TP": 0, + "n_pred": 0, + "n_ref": 4518 + }, + "13": { + "Dice": 0.6920224234583873, + "FN": 17801, + "FP": 10767, + "IoU": 0.5290782012396149, + "TN": 97077216, + "TP": 32096, + "n_pred": 42863, + "n_ref": 49897 + }, + "14": { + "Dice": 0.7645951121961712, + "FN": 97383, + "FP": 5500, + "IoU": 0.6189024503176338, + "TN": 96867915, + "TP": 167082, + "n_pred": 172582, + "n_ref": 264465 + }, + "15": { + "Dice": 0.24704545454545454, + "FN": 19111, + "FP": 767, + "IoU": 0.14093089589005575, + "TN": 97114741, + "TP": 3261, + "n_pred": 4028, + "n_ref": 22372 + }, + "2": { + "Dice": 0.6973078601144206, + "FN": 24528, + "FP": 73988, + "IoU": 0.5352821582048295, + "TN": 96925889, + "TP": 113475, + "n_pred": 187463, + "n_ref": 138003 + }, + "3": { + "Dice": 0.5439143969756833, + "FN": 86740, + "FP": 33543, + "IoU": 0.37354561836609274, + "TN": 96945874, + "TP": 71723, + "n_pred": 105266, + "n_ref": 158463 + }, + "4": { + "Dice": 0.7531010230179028, + "FN": 3939, + "FP": 11507, + "IoU": 0.6039791810886342, + "TN": 97098877, + "TP": 23557, + "n_pred": 35064, + "n_ref": 27496 + }, + "5": { + "Dice": 0.3771327276756038, + "FN": 11229, + "FP": 15, + "IoU": 0.23238667394866194, + "TN": 97123232, + "TP": 3404, + "n_pred": 3419, + "n_ref": 14633 + }, + "6": { + "Dice": 0.8665269487077719, + "FN": 83399, + "FP": 353111, + "IoU": 0.7644883552545679, + "TN": 95284426, + "TP": 1416944, + "n_pred": 1770055, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.8379962787062132, + "FN": 56984, + "FP": 19288, + "IoU": 0.7211648838552596, + "TN": 96864342, + "TP": 197266, + "n_pred": 216554, + "n_ref": 254250 + }, + "8": { + "Dice": 0.8973784652076869, + "FN": 13673, + "FP": 12488, + "IoU": 0.8138590050091075, + "TN": 96997336, + "TP": 114383, + "n_pred": 126871, + "n_ref": 128056 + }, + "9": { + "Dice": 0.7035969780873749, + "FN": 12421, + "FP": 34895, + "IoU": 0.5427301280502537, + "TN": 97034405, + "TP": 56159, + "n_pred": 91054, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9287526338556856, + "FN": 7116, + "FP": 18413, + "IoU": 0.8669824199414345, + "TN": 130574870, + "TP": 166393, + "n_pred": 184806, + "n_ref": 173509 + }, + "10": { + "Dice": 0.6880211124364005, + "FN": 17546, + "FP": 36597, + "IoU": 0.5244147744740656, + "TN": 130652947, + "TP": 59702, + "n_pred": 96299, + "n_ref": 77248 + }, + "11": { + "Dice": 0.0, + "FN": 4049, + "FP": 0, + "IoU": 0.0, + "TN": 130762743, + "TP": 0, + "n_pred": 0, + "n_ref": 4049 + }, + "12": { + "Dice": 0.0, + "FN": 3328, + "FP": 0, + "IoU": 0.0, + "TN": 130763464, + "TP": 0, + "n_pred": 0, + "n_ref": 3328 + }, + "13": { + "Dice": 0.41482847797976724, + "FN": 39552, + "FP": 21994, + "IoU": 0.2616931178848622, + "TN": 130683431, + "TP": 21815, + "n_pred": 43809, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9263068865684265, + "FN": 17049, + "FP": 5605, + "IoU": 0.8627296524310437, + "TN": 130601760, + "TP": 142378, + "n_pred": 147983, + "n_ref": 159427 + }, + "15": { + "Dice": 0.6596653773500045, + "FN": 14123, + "FP": 1011, + "IoU": 0.49216469245998457, + "TN": 130736991, + "TP": 14667, + "n_pred": 15678, + "n_ref": 28790 + }, + "2": { + "Dice": 0.7066691764093483, + "FN": 14283, + "FP": 111944, + "IoU": 0.5463947533914293, + "TN": 130488517, + "TP": 152048, + "n_pred": 263992, + "n_ref": 166331 + }, + "3": { + "Dice": 0.3132349088824195, + "FN": 134364, + "FP": 4583, + "IoU": 0.18570156006423105, + "TN": 130596158, + "TP": 31687, + "n_pred": 36270, + "n_ref": 166051 + }, + "4": { + "Dice": 0.6615570135099229, + "FN": 13752, + "FP": 2807, + "IoU": 0.4942735851937819, + "TN": 130734049, + "TP": 16184, + "n_pred": 18991, + "n_ref": 29936 + }, + "5": { + "Dice": 0.31488028854139477, + "FN": 24674, + "FP": 4199, + "IoU": 0.1868592993128309, + "TN": 130731284, + "TP": 6635, + "n_pred": 10834, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9307180104174524, + "FN": 66125, + "FP": 123097, + "IoU": 0.8704139969483716, + "TN": 129306588, + "TP": 1270982, + "n_pred": 1394079, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.8120174584405648, + "FN": 71973, + "FP": 100995, + "IoU": 0.6835264240286306, + "TN": 130220244, + "TP": 373580, + "n_pred": 474575, + "n_ref": 445553 + }, + "8": { + "Dice": 0.8097640463114072, + "FN": 67221, + "FP": 9364, + "IoU": 0.680339090582765, + "TN": 130527210, + "TP": 162997, + "n_pred": 172361, + "n_ref": 230218 + }, + "9": { + "Dice": 0.7981812298836872, + "FN": 31724, + "FP": 3829, + "IoU": 0.6641444198832398, + "TN": 130660934, + "TP": 70305, + "n_pred": 74134, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5844321764712777, + "FN": 101120, + "FP": 40700, + "IoU": 0.41286059682707915, + "TN": 71994464, + "TP": 99724, + "n_pred": 140424, + "n_ref": 200844 + }, + "10": { + "Dice": 0.22238385181798662, + "FN": 46611, + "FP": 65648, + "IoU": 0.12510229052848157, + "TN": 72107697, + "TP": 16052, + "n_pred": 81700, + "n_ref": 62663 + }, + "11": { + "Dice": 0.0, + "FN": 2687, + "FP": 0, + "IoU": 0.0, + "TN": 72233321, + "TP": 0, + "n_pred": 0, + "n_ref": 2687 + }, + "12": { + "Dice": 0.0, + "FN": 4071, + "FP": 0, + "IoU": 0.0, + "TN": 72231937, + "TP": 0, + "n_pred": 0, + "n_ref": 4071 + }, + "13": { + "Dice": 0.05961133103696468, + "FN": 68119, + "FP": 5047, + "IoU": 0.030721335364641982, + "TN": 72160523, + "TP": 2319, + "n_pred": 7366, + "n_ref": 70438 + }, + "14": { + "Dice": 0.4193915233925995, + "FN": 39548, + "FP": 55414, + "IoU": 0.26533548921158295, + "TN": 72106749, + "TP": 34297, + "n_pred": 89711, + "n_ref": 73845 + }, + "15": { + "Dice": 0.6314900802026171, + "FN": 14852, + "FP": 862, + "IoU": 0.46144355336212217, + "TN": 72206830, + "TP": 13464, + "n_pred": 14326, + "n_ref": 28316 + }, + "2": { + "Dice": 0.34267497090609966, + "FN": 82096, + "FP": 91307, + "IoU": 0.2067638905408002, + "TN": 72017406, + "TP": 45199, + "n_pred": 136506, + "n_ref": 127295 + }, + "3": { + "Dice": 0.5920226555346497, + "FN": 15011, + "FP": 196185, + "IoU": 0.42047740175780873, + "TN": 71871577, + "TP": 153235, + "n_pred": 349420, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 29051, + "IoU": 0.0, + "TN": 72206957, + "TP": 0, + "n_pred": 29051, + "n_ref": 0 + }, + "5": { + "Dice": 0.773488397135627, + "FN": 1044, + "FP": 3163, + "IoU": 0.6306409130816506, + "TN": 72224618, + "TP": 7183, + "n_pred": 10346, + "n_ref": 8227 + }, + "6": { + "Dice": 0.6840187271761177, + "FN": 257951, + "FP": 900473, + "IoU": 0.5197784659262852, + "TN": 69823738, + "TP": 1253846, + "n_pred": 2154319, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.35149126896116417, + "FN": 217864, + "FP": 230096, + "IoU": 0.21321771753047736, + "TN": 71666651, + "TP": 121397, + "n_pred": 351493, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9091472531899564, + "FN": 8904, + "FP": 2823, + "IoU": 0.833428027612852, + "TN": 72165606, + "TP": 58675, + "n_pred": 61498, + "n_ref": 67579 + }, + "9": { + "Dice": 0.34182997321302694, + "FN": 37497, + "FP": 9187, + "IoU": 0.2061489278487255, + "TN": 72177201, + "TP": 12123, + "n_pred": 21310, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.42069847145646905, + "FN": 35350, + "FP": 112380, + "IoU": 0.26638261525932105, + "TN": 52351748, + "TP": 53642, + "n_pred": 166022, + "n_ref": 88992 + }, + "10": { + "Dice": 0.09307832788135423, + "FN": 44865, + "FP": 326, + "IoU": 0.04881077667859398, + "TN": 52505610, + "TP": 2319, + "n_pred": 2645, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0, + "FN": 2042, + "FP": 0, + "IoU": 0.0, + "TN": 52551078, + "TP": 0, + "n_pred": 0, + "n_ref": 2042 + }, + "12": { + "Dice": 0.0, + "FN": 4066, + "FP": 0, + "IoU": 0.0, + "TN": 52549054, + "TP": 0, + "n_pred": 0, + "n_ref": 4066 + }, + "13": { + "Dice": 0.049209783286274796, + "FN": 20944, + "FP": 4985, + "IoU": 0.025225563909774436, + "TN": 52526520, + "TP": 671, + "n_pred": 5656, + "n_ref": 21615 + }, + "14": { + "Dice": 0.24707427070845464, + "FN": 47181, + "FP": 5575, + "IoU": 0.14094965153390218, + "TN": 52491708, + "TP": 8656, + "n_pred": 14231, + "n_ref": 55837 + }, + "15": { + "Dice": 0.19308416314281818, + "FN": 22438, + "FP": 1224, + "IoU": 0.10685841543049107, + "TN": 52526627, + "TP": 2831, + "n_pred": 4055, + "n_ref": 25269 + }, + "2": { + "Dice": 0.44373877033350306, + "FN": 88893, + "FP": 26895, + "IoU": 0.2851312889344389, + "TN": 52391149, + "TP": 46183, + "n_pred": 73078, + "n_ref": 135076 + }, + "3": { + "Dice": 0.3708070663002054, + "FN": 106801, + "FP": 16361, + "IoU": 0.22760169076975179, + "TN": 52393666, + "TP": 36292, + "n_pred": 52653, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 0, + "IoU": 0.0, + "TN": 52551240, + "TP": 0, + "n_pred": 0, + "n_ref": 1880 + }, + "5": { + "Dice": 0.6789469257296661, + "FN": 2246, + "FP": 1571, + "IoU": 0.5139437157774099, + "TN": 52545267, + "TP": 4036, + "n_pred": 5607, + "n_ref": 6282 + }, + "6": { + "Dice": 0.7873927135225977, + "FN": 195599, + "FP": 116119, + "IoU": 0.6493385965129372, + "TN": 51664177, + "TP": 577225, + "n_pred": 693344, + "n_ref": 772824 + }, + "7": { + "Dice": 0.394922779190225, + "FN": 141027, + "FP": 18429, + "IoU": 0.24604596842448687, + "TN": 52341627, + "TP": 52037, + "n_pred": 70466, + "n_ref": 193064 + }, + "8": { + "Dice": 0.7620666543628398, + "FN": 20305, + "FP": 4190, + "IoU": 0.6155958695583943, + "TN": 52489398, + "TP": 39227, + "n_pred": 43417, + "n_ref": 59532 + }, + "9": { + "Dice": 0.6903695643075378, + "FN": 28605, + "FP": 15783, + "IoU": 0.5271483813237033, + "TN": 52459247, + "TP": 49485, + "n_pred": 65268, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8119283397790534, + "FN": 58639, + "FP": 49805, + "IoU": 0.6834001407188338, + "TN": 143794723, + "TP": 234083, + "n_pred": 283888, + "n_ref": 292722 + }, + "10": { + "Dice": 0.6399226264037398, + "FN": 38731, + "FP": 28283, + "IoU": 0.4705045748328882, + "TN": 144010688, + "TP": 59548, + "n_pred": 87831, + "n_ref": 98279 + }, + "11": { + "Dice": 0.0, + "FN": 6619, + "FP": 0, + "IoU": 0.0, + "TN": 144130631, + "TP": 0, + "n_pred": 0, + "n_ref": 6619 + }, + "12": { + "Dice": 0.0, + "FN": 5646, + "FP": 0, + "IoU": 0.0, + "TN": 144131604, + "TP": 0, + "n_pred": 0, + "n_ref": 5646 + }, + "13": { + "Dice": 0.5044857277591156, + "FN": 60974, + "FP": 24139, + "IoU": 0.3373326066645905, + "TN": 144008810, + "TP": 43327, + "n_pred": 67466, + "n_ref": 104301 + }, + "14": { + "Dice": 0.518824312349418, + "FN": 264306, + "FP": 6108, + "IoU": 0.3502787121576165, + "TN": 143721050, + "TP": 145786, + "n_pred": 151894, + "n_ref": 410092 + }, + "15": { + "Dice": 0.5485648540632191, + "FN": 13607, + "FP": 1303, + "IoU": 0.37794651424756975, + "TN": 144113281, + "TP": 9059, + "n_pred": 10362, + "n_ref": 22666 + }, + "2": { + "Dice": 0.7221548385318319, + "FN": 33248, + "FP": 47386, + "IoU": 0.5651348538207235, + "TN": 143951827, + "TP": 104789, + "n_pred": 152175, + "n_ref": 138037 + }, + "3": { + "Dice": 0.738036859828556, + "FN": 56503, + "FP": 27047, + "IoU": 0.5848323428276122, + "TN": 143936006, + "TP": 117694, + "n_pred": 144741, + "n_ref": 174197 + }, + "4": { + "Dice": 0.8934571051967356, + "FN": 3383, + "FP": 8014, + "IoU": 0.8074310624493106, + "TN": 144078066, + "TP": 47787, + "n_pred": 55801, + "n_ref": 51170 + }, + "5": { + "Dice": 0.17091836734693877, + "FN": 29050, + "FP": 850, + "IoU": 0.09344490934449093, + "TN": 144104268, + "TP": 3082, + "n_pred": 3932, + "n_ref": 32132 + }, + "6": { + "Dice": 0.8106591438983806, + "FN": 51954, + "FP": 558412, + "IoU": 0.6816037133000974, + "TN": 142220249, + "TP": 1306635, + "n_pred": 1865047, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.788242045809578, + "FN": 71193, + "FP": 24374, + "IoU": 0.6504946330937883, + "TN": 143863815, + "TP": 177868, + "n_pred": 202242, + "n_ref": 249061 + }, + "8": { + "Dice": 0.8206516222891362, + "FN": 59325, + "FP": 14889, + "IoU": 0.6958517413506226, + "TN": 143893244, + "TP": 169792, + "n_pred": 184681, + "n_ref": 229117 + }, + "9": { + "Dice": 0.7798755339133355, + "FN": 20148, + "FP": 21802, + "IoU": 0.6391770311881785, + "TN": 144020988, + "TP": 74312, + "n_pred": 96114, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8897170051648304, + "FN": 16683, + "FP": 32236, + "IoU": 0.8013425489750171, + "TN": 111532672, + "TP": 197329, + "n_pred": 229565, + "n_ref": 214012 + }, + "10": { + "Dice": 0.38807528779929884, + "FN": 30394, + "FP": 18828, + "IoU": 0.2407527379299707, + "TN": 111714090, + "TP": 15608, + "n_pred": 34436, + "n_ref": 46002 + }, + "11": { + "Dice": 0.0, + "FN": 3795, + "FP": 0, + "IoU": 0.0, + "TN": 111775125, + "TP": 0, + "n_pred": 0, + "n_ref": 3795 + }, + "12": { + "Dice": 0.0, + "FN": 4660, + "FP": 0, + "IoU": 0.0, + "TN": 111774260, + "TP": 0, + "n_pred": 0, + "n_ref": 4660 + }, + "13": { + "Dice": 0.3848884624610218, + "FN": 36897, + "FP": 14391, + "IoU": 0.23830457124186888, + "TN": 111711586, + "TP": 16046, + "n_pred": 30437, + "n_ref": 52943 + }, + "14": { + "Dice": 0.8280587757513106, + "FN": 7868, + "FP": 27061, + "IoU": 0.706570226064165, + "TN": 111659883, + "TP": 84108, + "n_pred": 111169, + "n_ref": 91976 + }, + "15": { + "Dice": 0.42850292509830246, + "FN": 6264, + "FP": 5654, + "IoU": 0.2726717929940193, + "TN": 111762534, + "TP": 4468, + "n_pred": 10122, + "n_ref": 10732 + }, + "2": { + "Dice": 0.8989852134074835, + "FN": 33827, + "FP": 4935, + "IoU": 0.8165060309405238, + "TN": 111567676, + "TP": 172482, + "n_pred": 177417, + "n_ref": 206309 + }, + "3": { + "Dice": 0.7918364527937012, + "FN": 6114, + "FP": 24026, + "IoU": 0.6554050191505173, + "TN": 111691455, + "TP": 57325, + "n_pred": 81351, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8540499753315727, + "FN": 3965, + "FP": 1064, + "IoU": 0.7452768069695588, + "TN": 111759177, + "TP": 14714, + "n_pred": 15778, + "n_ref": 18679 + }, + "5": { + "Dice": 0.0015886825282747665, + "FN": 26395, + "FP": 0, + "IoU": 0.0007949727437916415, + "TN": 111752504, + "TP": 21, + "n_pred": 21, + "n_ref": 26416 + }, + "6": { + "Dice": 0.8970982879986096, + "FN": 202470, + "FP": 34348, + "IoU": 0.8133982187503201, + "TN": 110509811, + "TP": 1032291, + "n_pred": 1066639, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.4948872120511555, + "FN": 157690, + "FP": 7049, + "IoU": 0.3288040710394759, + "TN": 111533479, + "TP": 80702, + "n_pred": 87751, + "n_ref": 238392 + }, + "8": { + "Dice": 0.6981468630802405, + "FN": 127342, + "FP": 2284, + "IoU": 0.5362715987550531, + "TN": 111499390, + "TP": 149904, + "n_pred": 152188, + "n_ref": 277246 + }, + "9": { + "Dice": 0.7374151999025739, + "FN": 28870, + "FP": 7785, + "IoU": 0.5840520176115473, + "TN": 111690796, + "TP": 51469, + "n_pred": 59254, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6415007013621379, + "FN": 75311, + "FP": 25385, + "IoU": 0.47221275859719375, + "TN": 198897086, + "TP": 90093, + "n_pred": 115478, + "n_ref": 165404 + }, + "10": { + "Dice": 0.621832850119753, + "FN": 23663, + "FP": 24337, + "IoU": 0.45120278057257845, + "TN": 199000411, + "TP": 39464, + "n_pred": 63801, + "n_ref": 63127 + }, + "11": { + "Dice": 0.0, + "FN": 4435, + "FP": 0, + "IoU": 0.0, + "TN": 199083440, + "TP": 0, + "n_pred": 0, + "n_ref": 4435 + }, + "12": { + "Dice": 0.0, + "FN": 3335, + "FP": 0, + "IoU": 0.0, + "TN": 199084540, + "TP": 0, + "n_pred": 0, + "n_ref": 3335 + }, + "13": { + "Dice": 0.08094494534831008, + "FN": 33987, + "FP": 2505, + "IoU": 0.042179584766004356, + "TN": 199049776, + "TP": 1607, + "n_pred": 4112, + "n_ref": 35594 + }, + "14": { + "Dice": 0.6235675833323207, + "FN": 21291, + "FP": 9686, + "IoU": 0.4530317477133877, + "TN": 199031241, + "TP": 25657, + "n_pred": 35343, + "n_ref": 46948 + }, + "15": { + "Dice": 0.1112764451851411, + "FN": 130153, + "FP": 4230, + "IoU": 0.05891621614050814, + "TN": 198945079, + "TP": 8413, + "n_pred": 12643, + "n_ref": 138566 + }, + "2": { + "Dice": 0.7627877137313236, + "FN": 8302, + "FP": 67127, + "IoU": 0.6165374545639409, + "TN": 198891170, + "TP": 121276, + "n_pred": 188403, + "n_ref": 129578 + }, + "3": { + "Dice": 0.6522261248002311, + "FN": 66595, + "FP": 10439, + "IoU": 0.48392845179875393, + "TN": 198938605, + "TP": 72236, + "n_pred": 82675, + "n_ref": 138831 + }, + "4": { + "Dice": 0.44943528495391405, + "FN": 11927, + "FP": 796, + "IoU": 0.28985264567983926, + "TN": 199069959, + "TP": 5193, + "n_pred": 5989, + "n_ref": 17120 + }, + "5": { + "Dice": 0.28004162997358095, + "FN": 16570, + "FP": 1416, + "IoU": 0.1628188419288773, + "TN": 199066391, + "TP": 3498, + "n_pred": 4914, + "n_ref": 20068 + }, + "6": { + "Dice": 0.8441184912551337, + "FN": 83048, + "FP": 312865, + "IoU": 0.7302811619261339, + "TN": 197620002, + "TP": 1071960, + "n_pred": 1384825, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.7340778405481975, + "FN": 46961, + "FP": 32166, + "IoU": 0.5798759703093309, + "TN": 198899533, + "TP": 109215, + "n_pred": 141381, + "n_ref": 156176 + }, + "8": { + "Dice": 0.905698063814235, + "FN": 11796, + "FP": 10394, + "IoU": 0.8276491467894896, + "TN": 198959126, + "TP": 106559, + "n_pred": 116953, + "n_ref": 118355 + }, + "9": { + "Dice": 0.8601105168286989, + "FN": 16078, + "FP": 12326, + "IoU": 0.7545560596241089, + "TN": 198972150, + "TP": 87321, + "n_pred": 99647, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8240763798393199, + "FN": 13949, + "FP": 58816, + "IoU": 0.7007907364992948, + "TN": 130832001, + "TP": 170426, + "n_pred": 229242, + "n_ref": 184375 + }, + "10": { + "Dice": 0.5484070747323057, + "FN": 18522, + "FP": 87209, + "IoU": 0.3777967398340493, + "TN": 130905262, + "TP": 64199, + "n_pred": 151408, + "n_ref": 82721 + }, + "11": { + "Dice": 0.0, + "FN": 4071, + "FP": 0, + "IoU": 0.0, + "TN": 131071121, + "TP": 0, + "n_pred": 0, + "n_ref": 4071 + }, + "12": { + "Dice": 0.0, + "FN": 4635, + "FP": 0, + "IoU": 0.0, + "TN": 131070557, + "TP": 0, + "n_pred": 0, + "n_ref": 4635 + }, + "13": { + "Dice": 0.30804865571534135, + "FN": 68480, + "FP": 28908, + "IoU": 0.18206708884148287, + "TN": 130956126, + "TP": 21678, + "n_pred": 50586, + "n_ref": 90158 + }, + "14": { + "Dice": 0.4086775553528089, + "FN": 22346, + "FP": 76817, + "IoU": 0.256816308176572, + "TN": 130941762, + "TP": 34267, + "n_pred": 111084, + "n_ref": 56613 + }, + "15": { + "Dice": 0.6407801881860952, + "FN": 7966, + "FP": 14024, + "IoU": 0.47143234862870464, + "TN": 131033589, + "TP": 19613, + "n_pred": 33637, + "n_ref": 27579 + }, + "2": { + "Dice": 0.48557792196228117, + "FN": 78457, + "FP": 94859, + "IoU": 0.3206357917017815, + "TN": 130820077, + "TP": 81799, + "n_pred": 176658, + "n_ref": 160256 + }, + "3": { + "Dice": 0.6265101536943326, + "FN": 23735, + "FP": 174584, + "IoU": 0.45614472897596076, + "TN": 130710538, + "TP": 166335, + "n_pred": 340919, + "n_ref": 190070 + }, + "4": { + "Dice": 0.5933107205944552, + "FN": 37309, + "FP": 11730, + "IoU": 0.4217780922061078, + "TN": 130990382, + "TP": 35771, + "n_pred": 47501, + "n_ref": 73080 + }, + "5": { + "Dice": 0.21724388471784936, + "FN": 12905, + "FP": 23, + "IoU": 0.12185844314631164, + "TN": 131060470, + "TP": 1794, + "n_pred": 1817, + "n_ref": 14699 + }, + "6": { + "Dice": 0.7625673431523777, + "FN": 47911, + "FP": 836382, + "IoU": 0.6162495703766452, + "TN": 128770848, + "TP": 1420051, + "n_pred": 2256433, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.4857829249463585, + "FN": 383570, + "FP": 449709, + "IoU": 0.3208145865936359, + "TN": 129848312, + "TP": 393601, + "n_pred": 843310, + "n_ref": 777171 + }, + "8": { + "Dice": 0.899449966621206, + "FN": 18379, + "FP": 6172, + "IoU": 0.8172731264745942, + "TN": 130940833, + "TP": 109808, + "n_pred": 115980, + "n_ref": 128187 + }, + "9": { + "Dice": 0.48770507260041485, + "FN": 39680, + "FP": 14654, + "IoU": 0.3224933601007519, + "TN": 130994995, + "TP": 25863, + "n_pred": 40517, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8088877378837602, + "FN": 15640, + "FP": 78818, + "IoU": 0.6791028550462705, + "TN": 101322844, + "TP": 199898, + "n_pred": 278716, + "n_ref": 215538 + }, + "10": { + "Dice": 0.5990922457329156, + "FN": 22394, + "FP": 8963, + "IoU": 0.4276457489139561, + "TN": 101562414, + "TP": 23429, + "n_pred": 32392, + "n_ref": 45823 + }, + "11": { + "Dice": 0.0, + "FN": 4959, + "FP": 0, + "IoU": 0.0, + "TN": 101612241, + "TP": 0, + "n_pred": 0, + "n_ref": 4959 + }, + "12": { + "Dice": 0.0, + "FN": 5490, + "FP": 0, + "IoU": 0.0, + "TN": 101611710, + "TP": 0, + "n_pred": 0, + "n_ref": 5490 + }, + "13": { + "Dice": 0.532187182386876, + "FN": 22907, + "FP": 42453, + "IoU": 0.362571559534607, + "TN": 101514663, + "TP": 37177, + "n_pred": 79630, + "n_ref": 60084 + }, + "14": { + "Dice": 0.9028341354471391, + "FN": 4366, + "FP": 7990, + "IoU": 0.8228784403669724, + "TN": 101547440, + "TP": 57404, + "n_pred": 65394, + "n_ref": 61770 + }, + "15": { + "Dice": 0.5703107169639072, + "FN": 15774, + "FP": 10584, + "IoU": 0.39890535917901937, + "TN": 101573350, + "TP": 17492, + "n_pred": 28076, + "n_ref": 33266 + }, + "2": { + "Dice": 0.6368071087697786, + "FN": 88209, + "FP": 7760, + "IoU": 0.46714380104717856, + "TN": 101437097, + "TP": 84134, + "n_pred": 91894, + "n_ref": 172343 + }, + "3": { + "Dice": 0.7707739456146325, + "FN": 14526, + "FP": 79718, + "IoU": 0.6270400329254586, + "TN": 101364508, + "TP": 158448, + "n_pred": 238166, + "n_ref": 172974 + }, + "4": { + "Dice": 0.3224798213979049, + "FN": 6824, + "FP": 32628, + "IoU": 0.19223603120329233, + "TN": 101568359, + "TP": 9389, + "n_pred": 42017, + "n_ref": 16213 + }, + "5": { + "Dice": 0.1977322927403917, + "FN": 27014, + "FP": 227, + "IoU": 0.10971305314072816, + "TN": 101586602, + "TP": 3357, + "n_pred": 3584, + "n_ref": 30371 + }, + "6": { + "Dice": 0.8135688350908215, + "FN": 223342, + "FP": 377202, + "IoU": 0.685727802129254, + "TN": 99706296, + "TP": 1310360, + "n_pred": 1687562, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.8409648410244189, + "FN": 60832, + "FP": 77975, + "IoU": 0.725573192937227, + "TN": 101111393, + "TP": 367000, + "n_pred": 444975, + "n_ref": 427832 + }, + "8": { + "Dice": 0.7402632952972844, + "FN": 85913, + "FP": 16563, + "IoU": 0.5876333463443686, + "TN": 101368693, + "TP": 146031, + "n_pred": 162594, + "n_ref": 231944 + }, + "9": { + "Dice": 0.8144286218665411, + "FN": 11796, + "FP": 19740, + "IoU": 0.6869503067362862, + "TN": 101516462, + "TP": 69202, + "n_pred": 88942, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7993946302701588, + "FN": 68182, + "FP": 3793, + "IoU": 0.6658262993193489, + "TN": 118966830, + "TP": 143407, + "n_pred": 147200, + "n_ref": 211589 + }, + "10": { + "Dice": 0.5744409178796833, + "FN": 33510, + "FP": 36480, + "IoU": 0.40295833759852595, + "TN": 119064984, + "TP": 47238, + "n_pred": 83718, + "n_ref": 80748 + }, + "11": { + "Dice": 0.0, + "FN": 4038, + "FP": 0, + "IoU": 0.0, + "TN": 119178174, + "TP": 0, + "n_pred": 0, + "n_ref": 4038 + }, + "12": { + "Dice": 0.0, + "FN": 4135, + "FP": 0, + "IoU": 0.0, + "TN": 119178077, + "TP": 0, + "n_pred": 0, + "n_ref": 4135 + }, + "13": { + "Dice": 0.5132998917088836, + "FN": 12456, + "FP": 26645, + "IoU": 0.34526121902210316, + "TN": 119122492, + "TP": 20619, + "n_pred": 47264, + "n_ref": 33075 + }, + "14": { + "Dice": 0.10977251256155371, + "FN": 59302, + "FP": 47179, + "IoU": 0.05807370450966863, + "TN": 119069166, + "TP": 6565, + "n_pred": 53744, + "n_ref": 65867 + }, + "15": { + "Dice": 0.28878184193337686, + "FN": 17183, + "FP": 239, + "IoU": 0.1687580514337516, + "TN": 119161253, + "TP": 3537, + "n_pred": 3776, + "n_ref": 20720 + }, + "2": { + "Dice": 0.7862294718153573, + "FN": 51776, + "FP": 25284, + "IoU": 0.6477579192759519, + "TN": 118963442, + "TP": 141710, + "n_pred": 166994, + "n_ref": 193486 + }, + "3": { + "Dice": 0.7497568873368451, + "FN": 50896, + "FP": 46633, + "IoU": 0.5996888763016505, + "TN": 118938579, + "TP": 146104, + "n_pred": 192737, + "n_ref": 197000 + }, + "4": { + "Dice": 0.46084518929346513, + "FN": 28048, + "FP": 7726, + "IoU": 0.2994144488181266, + "TN": 119131149, + "TP": 15289, + "n_pred": 23015, + "n_ref": 43337 + }, + "5": { + "Dice": 0.4855310891757361, + "FN": 11967, + "FP": 229, + "IoU": 0.3205949529274135, + "TN": 119164261, + "TP": 5755, + "n_pred": 5984, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9222498440828206, + "FN": 44262, + "FP": 241472, + "IoU": 0.855717662409405, + "TN": 117201831, + "TP": 1694647, + "n_pred": 1936119, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.6473866000690119, + "FN": 108134, + "FP": 98288, + "IoU": 0.4786190940456766, + "TN": 118786298, + "TP": 189492, + "n_pred": 287780, + "n_ref": 297626 + }, + "8": { + "Dice": 0.8945651608878723, + "FN": 13329, + "FP": 2897, + "IoU": 0.809242778711748, + "TN": 119097151, + "TP": 68835, + "n_pred": 71732, + "n_ref": 82164 + }, + "9": { + "Dice": 0.7493600625117883, + "FN": 29899, + "FP": 7309, + "IoU": 0.599181299148982, + "TN": 119089382, + "TP": 55622, + "n_pred": 62931, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 6061, + "IoU": 0.0, + "TN": 61326419, + "TP": 0, + "n_pred": 6061, + "n_ref": 0 + }, + "10": { + "Dice": 0.31252586344103134, + "FN": 24610, + "FP": 18584, + "IoU": 0.1852033501848638, + "TN": 61279468, + "TP": 9818, + "n_pred": 28402, + "n_ref": 34428 + }, + "11": { + "Dice": 0.0, + "FN": 3864, + "FP": 0, + "IoU": 0.0, + "TN": 61328616, + "TP": 0, + "n_pred": 0, + "n_ref": 3864 + }, + "12": { + "Dice": 0.0, + "FN": 4850, + "FP": 0, + "IoU": 0.0, + "TN": 61327630, + "TP": 0, + "n_pred": 0, + "n_ref": 4850 + }, + "13": { + "Dice": 0.09882412094755968, + "FN": 48372, + "FP": 30489, + "IoU": 0.05198052533509647, + "TN": 61249295, + "TP": 4324, + "n_pred": 34813, + "n_ref": 52696 + }, + "14": { + "Dice": 0.7140233247807569, + "FN": 118770, + "FP": 2831, + "IoU": 0.5552381614223484, + "TN": 61059073, + "TP": 151806, + "n_pred": 154637, + "n_ref": 270576 + }, + "15": { + "Dice": 0.17707050029178284, + "FN": 88670, + "FP": 171, + "IoU": 0.09713513348712893, + "TN": 61234081, + "TP": 9558, + "n_pred": 9729, + "n_ref": 98228 + }, + "2": { + "Dice": 0.47638485202079134, + "FN": 104806, + "FP": 18597, + "IoU": 0.31266744272832087, + "TN": 61152941, + "TP": 56136, + "n_pred": 74733, + "n_ref": 160942 + }, + "3": { + "Dice": 0.5672331467885198, + "FN": 18165, + "FP": 150415, + "IoU": 0.39590052318497815, + "TN": 61053420, + "TP": 110480, + "n_pred": 260895, + "n_ref": 128645 + }, + "4": { + "Dice": 0.7482932860291351, + "FN": 14348, + "FP": 4382, + "IoU": 0.5978183848317623, + "TN": 61285909, + "TP": 27841, + "n_pred": 32223, + "n_ref": 42189 + }, + "5": { + "Dice": 0.30960118168389955, + "FN": 7000, + "FP": 11, + "IoU": 0.18315274379587557, + "TN": 61323897, + "TP": 1572, + "n_pred": 1583, + "n_ref": 8572 + }, + "6": { + "Dice": 0.8903841192642764, + "FN": 39539, + "FP": 247691, + "IoU": 0.8024255372714322, + "TN": 59878699, + "TP": 1166551, + "n_pred": 1414242, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.3174567007743943, + "FN": 151283, + "FP": 76380, + "IoU": 0.18867669017522729, + "TN": 61051873, + "TP": 52944, + "n_pred": 129324, + "n_ref": 204227 + }, + "8": { + "Dice": 0.6257534875710431, + "FN": 38613, + "FP": 13539, + "IoU": 0.4553429693374551, + "TN": 61236728, + "TP": 43600, + "n_pred": 57139, + "n_ref": 82213 + }, + "9": { + "Dice": 0.6910386515724802, + "FN": 17989, + "FP": 22594, + "IoU": 0.527928996836032, + "TN": 61246512, + "TP": 45385, + "n_pred": 67979, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.931190330209337, + "FN": 17685, + "FP": 5883, + "IoU": 0.8712405552914952, + "TN": 148924461, + "TP": 159471, + "n_pred": 165354, + "n_ref": 177156 + }, + "10": { + "Dice": 0.6488985077418407, + "FN": 24230, + "FP": 28332, + "IoU": 0.48027369628413785, + "TN": 149006366, + "TP": 48572, + "n_pred": 76904, + "n_ref": 72802 + }, + "11": { + "Dice": 0.0, + "FN": 2604, + "FP": 0, + "IoU": 0.0, + "TN": 149104896, + "TP": 0, + "n_pred": 0, + "n_ref": 2604 + }, + "12": { + "Dice": 0.0, + "FN": 2097, + "FP": 0, + "IoU": 0.0, + "TN": 149105403, + "TP": 0, + "n_pred": 0, + "n_ref": 2097 + }, + "13": { + "Dice": 0.2483824085687551, + "FN": 71891, + "FP": 3615, + "IoU": 0.1418017321724898, + "TN": 149019518, + "TP": 12476, + "n_pred": 16091, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8321450064771464, + "FN": 11485, + "FP": 21427, + "IoU": 0.7125413780755155, + "TN": 148993007, + "TP": 81581, + "n_pred": 103008, + "n_ref": 93066 + }, + "15": { + "Dice": 0.7123692795512059, + "FN": 14678, + "FP": 4190, + "IoU": 0.5532403570667488, + "TN": 149065267, + "TP": 23365, + "n_pred": 27555, + "n_ref": 38043 + }, + "2": { + "Dice": 0.8837212415741242, + "FN": 24984, + "FP": 9758, + "IoU": 0.7916671663808301, + "TN": 148940738, + "TP": 132020, + "n_pred": 141778, + "n_ref": 157004 + }, + "3": { + "Dice": 0.5114574234471049, + "FN": 28760, + "FP": 31085, + "IoU": 0.343596099636946, + "TN": 149016329, + "TP": 31326, + "n_pred": 62411, + "n_ref": 60086 + }, + "4": { + "Dice": 0.8808093450146016, + "FN": 4720, + "FP": 994, + "IoU": 0.7870056286576956, + "TN": 149080673, + "TP": 21113, + "n_pred": 22107, + "n_ref": 25833 + }, + "5": { + "Dice": 0.0, + "FN": 33716, + "FP": 0, + "IoU": 0.0, + "TN": 149073784, + "TP": 0, + "n_pred": 0, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9305417428530608, + "FN": 106289, + "FP": 42962, + "IoU": 0.8701057162675291, + "TN": 147958481, + "TP": 999768, + "n_pred": 1042730, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.5386383107393036, + "FN": 168251, + "FP": 14845, + "IoU": 0.3685865824303913, + "TN": 148817522, + "TP": 106882, + "n_pred": 121727, + "n_ref": 275133 + }, + "8": { + "Dice": 0.8155531712028838, + "FN": 65266, + "FP": 8825, + "IoU": 0.688551947942764, + "TN": 148869608, + "TP": 163801, + "n_pred": 172626, + "n_ref": 229067 + }, + "9": { + "Dice": 0.6360369688018637, + "FN": 45714, + "FP": 2094, + "IoU": 0.46631540170348623, + "TN": 149017919, + "TP": 41773, + "n_pred": 43867, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.45945991499546324, + "FN": 351545, + "FP": 33299, + "IoU": 0.2982459979248837, + "TN": 100164397, + "TP": 163559, + "n_pred": 196858, + "n_ref": 515104 + }, + "10": { + "Dice": 0.2108569379705988, + "FN": 31120, + "FP": 23903, + "IoU": 0.11785359284317183, + "TN": 100650426, + "TP": 7351, + "n_pred": 31254, + "n_ref": 38471 + }, + "11": { + "Dice": 0.0, + "FN": 3481, + "FP": 0, + "IoU": 0.0, + "TN": 100709319, + "TP": 0, + "n_pred": 0, + "n_ref": 3481 + }, + "12": { + "Dice": 0.0, + "FN": 5873, + "FP": 0, + "IoU": 0.0, + "TN": 100706927, + "TP": 0, + "n_pred": 0, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0, + "FN": 39155, + "FP": 12155, + "IoU": 0.0, + "TN": 100661490, + "TP": 0, + "n_pred": 12155, + "n_ref": 39155 + }, + "14": { + "Dice": 0.35225090243179485, + "FN": 110519, + "FP": 49008, + "IoU": 0.21377702646091976, + "TN": 100509897, + "TP": 43376, + "n_pred": 92384, + "n_ref": 153895 + }, + "15": { + "Dice": 0.532724642921714, + "FN": 59908, + "FP": 2120, + "IoU": 0.363070667241698, + "TN": 100615414, + "TP": 35358, + "n_pred": 37478, + "n_ref": 95266 + }, + "2": { + "Dice": 0.19042192854762116, + "FN": 199734, + "FP": 84453, + "IoU": 0.10523001552223016, + "TN": 100395191, + "TP": 33422, + "n_pred": 117875, + "n_ref": 233156 + }, + "3": { + "Dice": 0.3690973046295385, + "FN": 128301, + "FP": 198670, + "IoU": 0.22631473090164808, + "TN": 100290185, + "TP": 95644, + "n_pred": 294314, + "n_ref": 223945 + }, + "4": { + "Dice": 0.001245653189391187, + "FN": 57616, + "FP": 113, + "IoU": 0.0006232147494157361, + "TN": 100655035, + "TP": 36, + "n_pred": 149, + "n_ref": 57652 + }, + "5": { + "Dice": 0.0, + "FN": 16473, + "FP": 0, + "IoU": 0.0, + "TN": 100696327, + "TP": 0, + "n_pred": 0, + "n_ref": 16473 + }, + "6": { + "Dice": 0.32335403656982775, + "FN": 1559602, + "FP": 610338, + "IoU": 0.19285767157921205, + "TN": 98024377, + "TP": 518483, + "n_pred": 1128821, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.09009093236279453, + "FN": 152062, + "FP": 256701, + "IoU": 0.047170273124179776, + "TN": 100283801, + "TP": 20236, + "n_pred": 276937, + "n_ref": 172298 + }, + "8": { + "Dice": 0.8423165307269732, + "FN": 20595, + "FP": 11381, + "IoU": 0.7275879401265963, + "TN": 100595419, + "TP": 85405, + "n_pred": 96786, + "n_ref": 106000 + }, + "9": { + "Dice": 0.5898760958645931, + "FN": 53343, + "FP": 14115, + "IoU": 0.41831508148659136, + "TN": 100596830, + "TP": 48512, + "n_pred": 62627, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.926940029384266, + "FN": 4964, + "FP": 6523, + "IoU": 0.8638287279063979, + "TN": 78866343, + "TP": 72870, + "n_pred": 79393, + "n_ref": 77834 + }, + "10": { + "Dice": 0.5960753325431318, + "FN": 16314, + "FP": 14356, + "IoU": 0.42457786116322704, + "TN": 78897400, + "TP": 22630, + "n_pred": 36986, + "n_ref": 38944 + }, + "11": { + "Dice": 0.0, + "FN": 1368, + "FP": 0, + "IoU": 0.0, + "TN": 78949332, + "TP": 0, + "n_pred": 0, + "n_ref": 1368 + }, + "12": { + "Dice": 0.0, + "FN": 2560, + "FP": 0, + "IoU": 0.0, + "TN": 78948140, + "TP": 0, + "n_pred": 0, + "n_ref": 2560 + }, + "13": { + "Dice": 0.007044261442731832, + "FN": 59195, + "FP": 8, + "IoU": 0.003534579974079747, + "TN": 78891287, + "TP": 210, + "n_pred": 218, + "n_ref": 59405 + }, + "14": { + "Dice": 0.4306924550931223, + "FN": 11648, + "FP": 29649, + "IoU": 0.2744474507185776, + "TN": 78893782, + "TP": 15621, + "n_pred": 45270, + "n_ref": 27269 + }, + "15": { + "Dice": 0.8770746304800948, + "FN": 8414, + "FP": 5799, + "IoU": 0.7810622631627592, + "TN": 78885782, + "TP": 50705, + "n_pred": 56504, + "n_ref": 59119 + }, + "2": { + "Dice": 0.7542655279785858, + "FN": 37988, + "FP": 2497, + "IoU": 0.6054785710109337, + "TN": 78848082, + "TP": 62133, + "n_pred": 64630, + "n_ref": 100121 + }, + "3": { + "Dice": 0.811998543223229, + "FN": 11101, + "FP": 22969, + "IoU": 0.6834996191219367, + "TN": 78843054, + "TP": 73576, + "n_pred": 96545, + "n_ref": 84677 + }, + "4": { + "Dice": 0.6646283061961247, + "FN": 8107, + "FP": 997, + "IoU": 0.4977103448275862, + "TN": 78932575, + "TP": 9021, + "n_pred": 10018, + "n_ref": 17128 + }, + "5": { + "Dice": 0.0, + "FN": 34798, + "FP": 0, + "IoU": 0.0, + "TN": 78915902, + "TP": 0, + "n_pred": 0, + "n_ref": 34798 + }, + "6": { + "Dice": 0.8012619719762301, + "FN": 209812, + "FP": 36868, + "IoU": 0.6684212507191285, + "TN": 78206744, + "TP": 497276, + "n_pred": 534144, + "n_ref": 707088 + }, + "7": { + "Dice": 0.3009149244366819, + "FN": 591380, + "FP": 11411, + "IoU": 0.17710409488289802, + "TN": 78218176, + "TP": 129733, + "n_pred": 141144, + "n_ref": 721113 + }, + "8": { + "Dice": 0.5816497992586036, + "FN": 195070, + "FP": 620, + "IoU": 0.41008898856894804, + "TN": 78618972, + "TP": 136038, + "n_pred": 136658, + "n_ref": 331108 + }, + "9": { + "Dice": 0.2704932420572231, + "FN": 47802, + "FP": 2070, + "IoU": 0.1563990662742312, + "TN": 78891582, + "TP": 9246, + "n_pred": 11316, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9039892998371715, + "FN": 8296, + "FP": 21422, + "IoU": 0.8247997028704833, + "TN": 104834817, + "TP": 139905, + "n_pred": 161327, + "n_ref": 148201 + }, + "10": { + "Dice": 0.6246542327390244, + "FN": 30214, + "FP": 38311, + "IoU": 0.4541797761758732, + "TN": 104878895, + "TP": 57020, + "n_pred": 95331, + "n_ref": 87234 + }, + "11": { + "Dice": 0.0, + "FN": 4331, + "FP": 0, + "IoU": 0.0, + "TN": 105000109, + "TP": 0, + "n_pred": 0, + "n_ref": 4331 + }, + "12": { + "Dice": 0.0, + "FN": 4833, + "FP": 0, + "IoU": 0.0, + "TN": 104999607, + "TP": 0, + "n_pred": 0, + "n_ref": 4833 + }, + "13": { + "Dice": 0.542308586165276, + "FN": 41649, + "FP": 19402, + "IoU": 0.3720325036000823, + "TN": 104907220, + "TP": 36169, + "n_pred": 55571, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9410696195898977, + "FN": 2732, + "FP": 5703, + "IoU": 0.8886982912185789, + "TN": 104928655, + "TP": 67350, + "n_pred": 73053, + "n_ref": 70082 + }, + "15": { + "Dice": 0.6550680388492617, + "FN": 11916, + "FP": 1189, + "IoU": 0.4870640729578457, + "TN": 104978891, + "TP": 12444, + "n_pred": 13633, + "n_ref": 24360 + }, + "2": { + "Dice": 0.7207033266814113, + "FN": 20692, + "FP": 95613, + "IoU": 0.563359025089821, + "TN": 104738077, + "TP": 150058, + "n_pred": 245671, + "n_ref": 170750 + }, + "3": { + "Dice": 0.4555194941259191, + "FN": 104630, + "FP": 12301, + "IoU": 0.29493379320325125, + "TN": 104838596, + "TP": 48913, + "n_pred": 61214, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 7343, + "IoU": 0.0, + "TN": 104997097, + "TP": 0, + "n_pred": 7343, + "n_ref": 0 + }, + "5": { + "Dice": 0.10730456603567727, + "FN": 28113, + "FP": 4615, + "IoU": 0.05669404813373685, + "TN": 104969745, + "TP": 1967, + "n_pred": 6582, + "n_ref": 30080 + }, + "6": { + "Dice": 0.8190946082366601, + "FN": 47206, + "FP": 477852, + "IoU": 0.6936157747688659, + "TN": 103290716, + "TP": 1188666, + "n_pred": 1666518, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.7188876560792237, + "FN": 56449, + "FP": 79353, + "IoU": 0.5611433372651037, + "TN": 104694995, + "TP": 173643, + "n_pred": 252996, + "n_ref": 230092 + }, + "8": { + "Dice": 0.7309683914661426, + "FN": 153445, + "FP": 3147, + "IoU": 0.5760048737561768, + "TN": 104635115, + "TP": 212733, + "n_pred": 215880, + "n_ref": 366178 + }, + "9": { + "Dice": 0.8022668407646039, + "FN": 18595, + "FP": 18355, + "IoU": 0.6698210152892082, + "TN": 104892531, + "TP": 74959, + "n_pred": 93314, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.554798315977267, + "FN": 253923, + "FP": 9599, + "IoU": 0.38388989032519016, + "TN": 177248569, + "TP": 164197, + "n_pred": 173796, + "n_ref": 418120 + }, + "10": { + "Dice": 0.17896953575273924, + "FN": 60658, + "FP": 43048, + "IoU": 0.0982792651009921, + "TN": 177561279, + "TP": 11303, + "n_pred": 54351, + "n_ref": 71961 + }, + "11": { + "Dice": 0.0, + "FN": 4743, + "FP": 0, + "IoU": 0.0, + "TN": 177671545, + "TP": 0, + "n_pred": 0, + "n_ref": 4743 + }, + "12": { + "Dice": 0.0, + "FN": 5198, + "FP": 0, + "IoU": 0.0, + "TN": 177671090, + "TP": 0, + "n_pred": 0, + "n_ref": 5198 + }, + "13": { + "Dice": 0.47637389386866746, + "FN": 43814, + "FP": 29324, + "IoU": 0.3126580018231883, + "TN": 177569881, + "TP": 33269, + "n_pred": 62593, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9228095219213027, + "FN": 6428, + "FP": 5252, + "IoU": 0.8566818410493637, + "TN": 177594791, + "TP": 69817, + "n_pred": 75069, + "n_ref": 76245 + }, + "15": { + "Dice": 0.5873239436619718, + "FN": 13161, + "FP": 903, + "IoU": 0.41575274177467597, + "TN": 177652216, + "TP": 10008, + "n_pred": 10911, + "n_ref": 23169 + }, + "2": { + "Dice": 0.6561601722955076, + "FN": 63251, + "FP": 95123, + "IoU": 0.4882726041959488, + "TN": 177366799, + "TP": 151115, + "n_pred": 246238, + "n_ref": 214366 + }, + "3": { + "Dice": 0.5509732065194142, + "FN": 110447, + "FP": 47002, + "IoU": 0.38023672784957113, + "TN": 177422241, + "TP": 96598, + "n_pred": 143600, + "n_ref": 207045 + }, + "4": { + "Dice": 0.6938770334867562, + "FN": 7071, + "FP": 17072, + "IoU": 0.53124939326279, + "TN": 177624783, + "TP": 27362, + "n_pred": 44434, + "n_ref": 34433 + }, + "5": { + "Dice": 0.4040655863457666, + "FN": 22753, + "FP": 2107, + "IoU": 0.25318433068973806, + "TN": 177643000, + "TP": 8428, + "n_pred": 10535, + "n_ref": 31181 + }, + "6": { + "Dice": 0.7884022985065977, + "FN": 145820, + "FP": 745088, + "IoU": 0.6507129367568307, + "TN": 175125641, + "TP": 1659739, + "n_pred": 2404827, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.7817891923857146, + "FN": 54867, + "FP": 120039, + "IoU": 0.641751975519534, + "TN": 177188062, + "TP": 313320, + "n_pred": 433359, + "n_ref": 368187 + }, + "8": { + "Dice": 0.8040298601222883, + "FN": 45856, + "FP": 29014, + "IoU": 0.6722825539812395, + "TN": 177447829, + "TP": 153589, + "n_pred": 182603, + "n_ref": 199445 + }, + "9": { + "Dice": 0.7901090191796263, + "FN": 23070, + "FP": 36517, + "IoU": 0.6530414985355856, + "TN": 177504547, + "TP": 112154, + "n_pred": 148671, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9287729215611764, + "FN": 19640, + "FP": 6039, + "IoU": 0.8670177782611173, + "TN": 193812434, + "TP": 167422, + "n_pred": 173461, + "n_ref": 187062 + }, + "10": { + "Dice": 0.7893628344637822, + "FN": 17335, + "FP": 19869, + "IoU": 0.6520226348033484, + "TN": 193898620, + "TP": 69711, + "n_pred": 89580, + "n_ref": 87046 + }, + "11": { + "Dice": 0.0, + "FN": 3112, + "FP": 0, + "IoU": 0.0, + "TN": 194002423, + "TP": 0, + "n_pred": 0, + "n_ref": 3112 + }, + "12": { + "Dice": 0.0, + "FN": 3950, + "FP": 0, + "IoU": 0.0, + "TN": 194001585, + "TP": 0, + "n_pred": 0, + "n_ref": 3950 + }, + "13": { + "Dice": 0.4433451201031197, + "FN": 41425, + "FP": 22489, + "IoU": 0.28480630217308595, + "TN": 193916169, + "TP": 25452, + "n_pred": 47941, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8687177364371287, + "FN": 4549, + "FP": 17017, + "IoU": 0.7679053799545841, + "TN": 193912616, + "TP": 71353, + "n_pred": 88370, + "n_ref": 75902 + }, + "15": { + "Dice": 0.7510604251860507, + "FN": 6181, + "FP": 3620, + "IoU": 0.6013584967054422, + "TN": 193980949, + "TP": 14785, + "n_pred": 18405, + "n_ref": 20966 + }, + "2": { + "Dice": 0.7456733222120946, + "FN": 8823, + "FP": 79907, + "IoU": 0.5944809557324754, + "TN": 193786729, + "TP": 130076, + "n_pred": 209983, + "n_ref": 138899 + }, + "3": { + "Dice": 0.459817826718377, + "FN": 93236, + "FP": 3845, + "IoU": 0.29854768786127167, + "TN": 193867135, + "TP": 41319, + "n_pred": 45164, + "n_ref": 134555 + }, + "4": { + "Dice": 0.820326875202944, + "FN": 5871, + "FP": 769, + "IoU": 0.6953848976970364, + "TN": 193983737, + "TP": 15158, + "n_pred": 15927, + "n_ref": 21029 + }, + "5": { + "Dice": 0.1666404554461674, + "FN": 24621, + "FP": 1874, + "IoU": 0.0908934943727697, + "TN": 193976391, + "TP": 2649, + "n_pred": 4523, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9066294025405623, + "FN": 102526, + "FP": 161669, + "IoU": 0.8292059477794737, + "TN": 192458672, + "TP": 1282668, + "n_pred": 1444337, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.8146789883775699, + "FN": 87608, + "FP": 19017, + "IoU": 0.6873066286595755, + "TN": 193664546, + "TP": 234364, + "n_pred": 253381, + "n_ref": 321972 + }, + "8": { + "Dice": 0.7508081889699691, + "FN": 93807, + "FP": 4166, + "IoU": 0.6010351511597603, + "TN": 193759967, + "TP": 147595, + "n_pred": 151761, + "n_ref": 241402 + }, + "9": { + "Dice": 0.6869486323185916, + "FN": 45038, + "FP": 3613, + "IoU": 0.5231696559835343, + "TN": 193903505, + "TP": 53379, + "n_pred": 56992, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8746124698587668, + "FN": 5276, + "FP": 26028, + "IoU": 0.7771655953474136, + "TN": 99515319, + "TP": 109177, + "n_pred": 135205, + "n_ref": 114453 + }, + "10": { + "Dice": 0.702766837499794, + "FN": 29039, + "FP": 7035, + "IoU": 0.5417428861788618, + "TN": 99577080, + "TP": 42646, + "n_pred": 49681, + "n_ref": 71685 + }, + "11": { + "Dice": 0.0, + "FN": 3642, + "FP": 0, + "IoU": 0.0, + "TN": 99652158, + "TP": 0, + "n_pred": 0, + "n_ref": 3642 + }, + "12": { + "Dice": 0.0, + "FN": 3568, + "FP": 0, + "IoU": 0.0, + "TN": 99652232, + "TP": 0, + "n_pred": 0, + "n_ref": 3568 + }, + "13": { + "Dice": 0.3347408724932452, + "FN": 33104, + "FP": 15893, + "IoU": 0.20101428478246688, + "TN": 99594476, + "TP": 12327, + "n_pred": 28220, + "n_ref": 45431 + }, + "14": { + "Dice": 0.3768589169951294, + "FN": 26556, + "FP": 64665, + "IoU": 0.23217878035436218, + "TN": 99536995, + "TP": 27584, + "n_pred": 92249, + "n_ref": 54140 + }, + "15": { + "Dice": 0.3451707566027304, + "FN": 29831, + "FP": 963, + "IoU": 0.20858391159085068, + "TN": 99616890, + "TP": 8116, + "n_pred": 9079, + "n_ref": 37947 + }, + "2": { + "Dice": 0.6786869682696169, + "FN": 21816, + "FP": 66182, + "IoU": 0.5136458598162866, + "TN": 99474866, + "TP": 92936, + "n_pred": 159118, + "n_ref": 114752 + }, + "3": { + "Dice": 0.5346327736221897, + "FN": 72133, + "FP": 17829, + "IoU": 0.36484559228455643, + "TN": 99514162, + "TP": 51676, + "n_pred": 69505, + "n_ref": 123809 + }, + "4": { + "Dice": 0.5633064398683483, + "FN": 9236, + "FP": 5757, + "IoU": 0.3920853099785103, + "TN": 99631137, + "TP": 9670, + "n_pred": 15427, + "n_ref": 18906 + }, + "5": { + "Dice": 0.6818429167422456, + "FN": 3207, + "FP": 301, + "IoU": 0.5172698500068804, + "TN": 99648533, + "TP": 3759, + "n_pred": 4060, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9468566142515039, + "FN": 64931, + "FP": 79782, + "IoU": 0.8990766376779251, + "TN": 98221910, + "TP": 1289177, + "n_pred": 1368959, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.7615031286686347, + "FN": 33349, + "FP": 50351, + "IoU": 0.614860760891572, + "TN": 99438476, + "TP": 133624, + "n_pred": 183975, + "n_ref": 166973 + }, + "8": { + "Dice": 0.931278581720228, + "FN": 11726, + "FP": 1438, + "IoU": 0.8713950762016412, + "TN": 99553440, + "TP": 89196, + "n_pred": 90634, + "n_ref": 100922 + }, + "9": { + "Dice": 0.8691736657347179, + "FN": 18902, + "FP": 4167, + "IoU": 0.7686181683232867, + "TN": 99556099, + "TP": 76632, + "n_pred": 80799, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6918780497052741, + "FN": 209700, + "FP": 1586, + "IoU": 0.5289094411644043, + "TN": 62635016, + "TP": 237218, + "n_pred": 238804, + "n_ref": 446918 + }, + "10": { + "Dice": 0.6968148922171911, + "FN": 16830, + "FP": 30174, + "IoU": 0.5347013928072937, + "TN": 62982501, + "TP": 54015, + "n_pred": 84189, + "n_ref": 70845 + }, + "11": { + "Dice": 0.0, + "FN": 3545, + "FP": 0, + "IoU": 0.0, + "TN": 63079975, + "TP": 0, + "n_pred": 0, + "n_ref": 3545 + }, + "12": { + "Dice": 0.0, + "FN": 3502, + "FP": 0, + "IoU": 0.0, + "TN": 63080018, + "TP": 0, + "n_pred": 0, + "n_ref": 3502 + }, + "13": { + "Dice": 0.26678094305226785, + "FN": 35850, + "FP": 18046, + "IoU": 0.15392223042024458, + "TN": 63019819, + "TP": 9805, + "n_pred": 27851, + "n_ref": 45655 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6772674760160671, + "FN": 3500, + "FP": 111315, + "IoU": 0.5120214886500316, + "TN": 62848233, + "TP": 120472, + "n_pred": 231787, + "n_ref": 123972 + }, + "3": { + "Dice": 0.20770494352096586, + "FN": 112226, + "FP": 4979, + "IoU": 0.11588769537143202, + "TN": 62950952, + "TP": 15363, + "n_pred": 20342, + "n_ref": 127589 + }, + "4": { + "Dice": 0.0, + "FN": 18029, + "FP": 17, + "IoU": 0.0, + "TN": 63065474, + "TP": 0, + "n_pred": 17, + "n_ref": 18029 + }, + "5": { + "Dice": 0.21067401132879487, + "FN": 14927, + "FP": 262, + "IoU": 0.11773931226765799, + "TN": 63066304, + "TP": 2027, + "n_pred": 2289, + "n_ref": 16954 + }, + "6": { + "Dice": 0.804557245996826, + "FN": 202951, + "FP": 247285, + "IoU": 0.6730203042367429, + "TN": 61706566, + "TP": 926718, + "n_pred": 1174003, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.6736071688000927, + "FN": 46306, + "FP": 60634, + "IoU": 0.5078489214923766, + "TN": 62866229, + "TP": 110351, + "n_pred": 170985, + "n_ref": 156657 + }, + "8": { + "Dice": 0.8398552443634638, + "FN": 28759, + "FP": 2970, + "IoU": 0.7239228038424057, + "TN": 62968592, + "TP": 83199, + "n_pred": 86169, + "n_ref": 111958 + }, + "9": { + "Dice": 0.7890401541842108, + "FN": 10751, + "FP": 6434, + "IoU": 0.6515824260486994, + "TN": 63034197, + "TP": 32138, + "n_pred": 38572, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.738541422893752, + "FN": 127872, + "FP": 2845, + "IoU": 0.5854662501783817, + "TN": 109293483, + "TP": 184618, + "n_pred": 187463, + "n_ref": 312490 + }, + "10": { + "Dice": 0.4420998238898204, + "FN": 46005, + "FP": 59803, + "IoU": 0.2837793015683912, + "TN": 109461087, + "TP": 41923, + "n_pred": 101726, + "n_ref": 87928 + }, + "11": { + "Dice": 0.0, + "FN": 4466, + "FP": 0, + "IoU": 0.0, + "TN": 109604352, + "TP": 0, + "n_pred": 0, + "n_ref": 4466 + }, + "12": { + "Dice": 0.0, + "FN": 4081, + "FP": 0, + "IoU": 0.0, + "TN": 109604737, + "TP": 0, + "n_pred": 0, + "n_ref": 4081 + }, + "13": { + "Dice": 0.1378578527712806, + "FN": 71555, + "FP": 43816, + "IoU": 0.07403186323688751, + "TN": 109484223, + "TP": 9224, + "n_pred": 53040, + "n_ref": 80779 + }, + "14": { + "Dice": 0.3068235213710263, + "FN": 61002, + "FP": 101272, + "IoU": 0.18121177871515934, + "TN": 109410630, + "TP": 35914, + "n_pred": 137186, + "n_ref": 96916 + }, + "15": { + "Dice": 0.5586873938466724, + "FN": 60450, + "FP": 7626, + "IoU": 0.387624025115367, + "TN": 109497651, + "TP": 43091, + "n_pred": 50717, + "n_ref": 103541 + }, + "2": { + "Dice": 0.6729088196548724, + "FN": 90701, + "FP": 29226, + "IoU": 0.507055453024617, + "TN": 109365531, + "TP": 123360, + "n_pred": 152586, + "n_ref": 214061 + }, + "3": { + "Dice": 0.730248093307375, + "FN": 41265, + "FP": 109761, + "IoU": 0.5751108460309243, + "TN": 109253370, + "TP": 204422, + "n_pred": 314183, + "n_ref": 245687 + }, + "4": { + "Dice": 0.5249482206740727, + "FN": 27986, + "FP": 12382, + "IoU": 0.3558846055654838, + "TN": 109546146, + "TP": 22304, + "n_pred": 34686, + "n_ref": 50290 + }, + "5": { + "Dice": 0.25137962276583475, + "FN": 9026, + "FP": 63, + "IoU": 0.1437588318417334, + "TN": 109598203, + "TP": 1526, + "n_pred": 1589, + "n_ref": 10552 + }, + "6": { + "Dice": 0.745068482775357, + "FN": 45410, + "FP": 779231, + "IoU": 0.5937124636275939, + "TN": 107579120, + "TP": 1205057, + "n_pred": 1984288, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.6105278473604374, + "FN": 635692, + "FP": 81690, + "IoU": 0.439395525992101, + "TN": 108329160, + "TP": 562276, + "n_pred": 643966, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.8788494965727591, + "FN": 9027, + "FP": 13137, + "IoU": 0.7838818195114816, + "TN": 109506263, + "TP": 80391, + "n_pred": 93528, + "n_ref": 89418 + }, + "9": { + "Dice": 0.5188621975544185, + "FN": 25286, + "FP": 30194, + "IoU": 0.3503132501902922, + "TN": 109523423, + "TP": 29915, + "n_pred": 60109, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8284771640280321, + "FN": 5164, + "FP": 17035, + "IoU": 0.7071796968777618, + "TN": 66991541, + "TP": 53612, + "n_pred": 70647, + "n_ref": 58776 + }, + "10": { + "Dice": 0.4238079948627388, + "FN": 52397, + "FP": 19385, + "IoU": 0.26888094437824017, + "TN": 66969171, + "TP": 26399, + "n_pred": 45784, + "n_ref": 78796 + }, + "11": { + "Dice": 0.0, + "FN": 3126, + "FP": 0, + "IoU": 0.0, + "TN": 67064226, + "TP": 0, + "n_pred": 0, + "n_ref": 3126 + }, + "12": { + "Dice": 0.0, + "FN": 3311, + "FP": 0, + "IoU": 0.0, + "TN": 67064041, + "TP": 0, + "n_pred": 0, + "n_ref": 3311 + }, + "13": { + "Dice": 0.08498450558737909, + "FN": 36401, + "FP": 2575, + "IoU": 0.044377972833815525, + "TN": 67026566, + "TP": 1810, + "n_pred": 4385, + "n_ref": 38211 + }, + "14": { + "Dice": 0.6464305789769533, + "FN": 36376, + "FP": 6396, + "IoU": 0.4775747508305648, + "TN": 66985480, + "TP": 39100, + "n_pred": 45496, + "n_ref": 75476 + }, + "15": { + "Dice": 0.19711212034340722, + "FN": 24830, + "FP": 28383, + "IoU": 0.10933132479705415, + "TN": 67007607, + "TP": 6532, + "n_pred": 34915, + "n_ref": 31362 + }, + "2": { + "Dice": 0.7336375325870511, + "FN": 31643, + "FP": 51424, + "IoU": 0.5793266552551883, + "TN": 66869890, + "TP": 114395, + "n_pred": 165819, + "n_ref": 146038 + }, + "3": { + "Dice": 0.745172181935176, + "FN": 57303, + "FP": 13189, + "IoU": 0.5938441682655465, + "TN": 66893793, + "TP": 103067, + "n_pred": 116256, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 0, + "IoU": 0.0, + "TN": 67054313, + "TP": 0, + "n_pred": 0, + "n_ref": 13039 + }, + "5": { + "Dice": 0.10254797106008179, + "FN": 8432, + "FP": 127, + "IoU": 0.054045092838196286, + "TN": 67058304, + "TP": 489, + "n_pred": 616, + "n_ref": 8921 + }, + "6": { + "Dice": 0.8802526209520103, + "FN": 166092, + "FP": 82522, + "IoU": 0.7861171523352007, + "TN": 65904968, + "TP": 913770, + "n_pred": 996292, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.37577241255479693, + "FN": 265805, + "FP": 19271, + "IoU": 0.23135453150741073, + "TN": 66696471, + "TP": 85805, + "n_pred": 105076, + "n_ref": 351610 + }, + "8": { + "Dice": 0.9025537282805206, + "FN": 8084, + "FP": 8679, + "IoU": 0.8224126789062748, + "TN": 66972959, + "TP": 77630, + "n_pred": 86309, + "n_ref": 85714 + }, + "9": { + "Dice": 0.8367343970444926, + "FN": 19816, + "FP": 2634, + "IoU": 0.7192978068968966, + "TN": 66987374, + "TP": 57528, + "n_pred": 60162, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5010368556748837, + "FN": 112686, + "FP": 21817, + "IoU": 0.3342556203411307, + "TN": 74317246, + "TP": 67531, + "n_pred": 89348, + "n_ref": 180217 + }, + "10": { + "Dice": 0.6182577148352129, + "FN": 27860, + "FP": 7074, + "IoU": 0.4474479224332917, + "TN": 74456057, + "TP": 28289, + "n_pred": 35363, + "n_ref": 56149 + }, + "11": { + "Dice": 0.0, + "FN": 3387, + "FP": 0, + "IoU": 0.0, + "TN": 74515893, + "TP": 0, + "n_pred": 0, + "n_ref": 3387 + }, + "12": { + "Dice": 0.0, + "FN": 2201, + "FP": 0, + "IoU": 0.0, + "TN": 74517079, + "TP": 0, + "n_pred": 0, + "n_ref": 2201 + }, + "13": { + "Dice": 0.15022550529891052, + "FN": 38843, + "FP": 6942, + "IoU": 0.08121287526087655, + "TN": 74469448, + "TP": 4047, + "n_pred": 10989, + "n_ref": 42890 + }, + "14": { + "Dice": 0.5995894738135916, + "FN": 7534, + "FP": 25043, + "IoU": 0.4281526471001264, + "TN": 74462312, + "TP": 24391, + "n_pred": 49434, + "n_ref": 31925 + }, + "15": { + "Dice": 0.7075687596221861, + "FN": 13354, + "FP": 702, + "IoU": 0.5474711052445188, + "TN": 74488219, + "TP": 17005, + "n_pred": 17707, + "n_ref": 30359 + }, + "2": { + "Dice": 0.6229811652552177, + "FN": 6288, + "FP": 156652, + "IoU": 0.4524129587310122, + "TN": 74221720, + "TP": 134620, + "n_pred": 291272, + "n_ref": 140908 + }, + "3": { + "Dice": 0.3038416014183765, + "FN": 124965, + "FP": 15604, + "IoU": 0.17913515723086806, + "TN": 74348035, + "TP": 30676, + "n_pred": 46280, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0, + "FN": 13278, + "FP": 0, + "IoU": 0.0, + "TN": 74506002, + "TP": 0, + "n_pred": 0, + "n_ref": 13278 + }, + "5": { + "Dice": 0.3611075171432268, + "FN": 7363, + "FP": 2513, + "IoU": 0.22033630693929107, + "TN": 74506613, + "TP": 2791, + "n_pred": 5304, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9006814340630116, + "FN": 175878, + "FP": 139509, + "IoU": 0.8193088536582012, + "TN": 72773832, + "TP": 1430061, + "n_pred": 1569570, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.12383888498544574, + "FN": 145600, + "FP": 159913, + "IoU": 0.0660065300332616, + "TN": 74192176, + "TP": 21591, + "n_pred": 181504, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9538478125264722, + "FN": 2449, + "FP": 3544, + "IoU": 0.9117677369963046, + "TN": 74451357, + "TP": 61930, + "n_pred": 65474, + "n_ref": 64379 + }, + "9": { + "Dice": 0.7763188473158261, + "FN": 32729, + "FP": 1921, + "IoU": 0.6344126863545723, + "TN": 74424501, + "TP": 60129, + "n_pred": 62050, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8157639041832385, + "FN": 62535, + "FP": 37012, + "IoU": 0.6888524231484521, + "TN": 65731245, + "TP": 220388, + "n_pred": 257400, + "n_ref": 282923 + }, + "10": { + "Dice": 0.4792482948773763, + "FN": 50508, + "FP": 21262, + "IoU": 0.3151390810630278, + "TN": 65946385, + "TP": 33025, + "n_pred": 54287, + "n_ref": 83533 + }, + "11": { + "Dice": 0.0, + "FN": 3637, + "FP": 0, + "IoU": 0.0, + "TN": 66047543, + "TP": 0, + "n_pred": 0, + "n_ref": 3637 + }, + "12": { + "Dice": 0.0, + "FN": 3026, + "FP": 0, + "IoU": 0.0, + "TN": 66048154, + "TP": 0, + "n_pred": 0, + "n_ref": 3026 + }, + "13": { + "Dice": 0.6819227629202642, + "FN": 20062, + "FP": 5652, + "IoU": 0.517361762828935, + "TN": 65997902, + "TP": 27564, + "n_pred": 33216, + "n_ref": 47626 + }, + "14": { + "Dice": 0.8278519660298499, + "FN": 2813, + "FP": 20417, + "IoU": 0.7062691247502718, + "TN": 65972094, + "TP": 55856, + "n_pred": 76273, + "n_ref": 58669 + }, + "15": { + "Dice": 0.7246997072776824, + "FN": 6647, + "FP": 6990, + "IoU": 0.568258089026784, + "TN": 66019594, + "TP": 17949, + "n_pred": 24939, + "n_ref": 24596 + }, + "2": { + "Dice": 0.6851550115306951, + "FN": 50808, + "FP": 34793, + "IoU": 0.5210918530619553, + "TN": 65872438, + "TP": 93141, + "n_pred": 127934, + "n_ref": 143949 + }, + "3": { + "Dice": 0.7622007303173366, + "FN": 32110, + "FP": 45711, + "IoU": 0.6157708676890262, + "TN": 65848642, + "TP": 124717, + "n_pred": 170428, + "n_ref": 156827 + }, + "4": { + "Dice": 0.8608168928293459, + "FN": 4090, + "FP": 4136, + "IoU": 0.7556440114068441, + "TN": 66017516, + "TP": 25438, + "n_pred": 29574, + "n_ref": 29528 + }, + "5": { + "Dice": 0.515084621044886, + "FN": 6479, + "FP": 111, + "IoU": 0.3468780971258672, + "TN": 66041090, + "TP": 3500, + "n_pred": 3611, + "n_ref": 9979 + }, + "6": { + "Dice": 0.8183002935177272, + "FN": 40180, + "FP": 396492, + "IoU": 0.6924773603893611, + "TN": 64631213, + "TP": 983295, + "n_pred": 1379787, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.6011160542663929, + "FN": 550439, + "FP": 15048, + "IoU": 0.4297111680348535, + "TN": 65059600, + "TP": 426093, + "n_pred": 441141, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9154779233381853, + "FN": 10543, + "FP": 2522, + "IoU": 0.8441302791696492, + "TN": 65967360, + "TP": 70755, + "n_pred": 73277, + "n_ref": 81298 + }, + "9": { + "Dice": 0.7977645366755701, + "FN": 21551, + "FP": 3056, + "IoU": 0.6635676296468465, + "TN": 65978039, + "TP": 48534, + "n_pred": 51590, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9204345253528524, + "FN": 15197, + "FP": 8739, + "IoU": 0.8525972226498753, + "TN": 113310155, + "TP": 138449, + "n_pred": 147188, + "n_ref": 153646 + }, + "10": { + "Dice": 0.7214127637416008, + "FN": 8525, + "FP": 47115, + "IoU": 0.5642264706573413, + "TN": 113344859, + "TP": 72041, + "n_pred": 119156, + "n_ref": 80566 + }, + "11": { + "Dice": 0.0, + "FN": 3230, + "FP": 0, + "IoU": 0.0, + "TN": 113469310, + "TP": 0, + "n_pred": 0, + "n_ref": 3230 + }, + "12": { + "Dice": 0.0, + "FN": 4083, + "FP": 0, + "IoU": 0.0, + "TN": 113468457, + "TP": 0, + "n_pred": 0, + "n_ref": 4083 + }, + "13": { + "Dice": 0.36280177343297143, + "FN": 53718, + "FP": 27628, + "IoU": 0.22159917323738804, + "TN": 113368036, + "TP": 23158, + "n_pred": 50786, + "n_ref": 76876 + }, + "14": { + "Dice": 0.8667734557696096, + "FN": 61219, + "FP": 993, + "IoU": 0.7648721786324398, + "TN": 113207952, + "TP": 202376, + "n_pred": 203369, + "n_ref": 263595 + }, + "15": { + "Dice": 0.7250109234842059, + "FN": 7779, + "FP": 2920, + "IoU": 0.5686408902148934, + "TN": 113447737, + "TP": 14104, + "n_pred": 17024, + "n_ref": 21883 + }, + "2": { + "Dice": 0.7364663628615549, + "FN": 10002, + "FP": 73793, + "IoU": 0.5828624907283416, + "TN": 113271659, + "TP": 117086, + "n_pred": 190879, + "n_ref": 127088 + }, + "3": { + "Dice": 0.49853347346809085, + "FN": 79507, + "FP": 2559, + "IoU": 0.3320310274379573, + "TN": 113349681, + "TP": 40793, + "n_pred": 43352, + "n_ref": 120300 + }, + "4": { + "Dice": 0.8029929738114792, + "FN": 9092, + "FP": 1703, + "IoU": 0.6708339685927733, + "TN": 113439745, + "TP": 22000, + "n_pred": 23703, + "n_ref": 31092 + }, + "5": { + "Dice": 0.10474302622884886, + "FN": 31003, + "FP": 160, + "IoU": 0.05526587036924756, + "TN": 113439554, + "TP": 1823, + "n_pred": 1983, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9446539241188499, + "FN": 70860, + "FP": 54844, + "IoU": 0.8951129356596327, + "TN": 112274070, + "TP": 1072766, + "n_pred": 1127610, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.5594866831558949, + "FN": 124376, + "FP": 23092, + "IoU": 0.3883939680485741, + "TN": 113231424, + "TP": 93648, + "n_pred": 116740, + "n_ref": 218024 + }, + "8": { + "Dice": 0.7692601367663406, + "FN": 77558, + "FP": 4638, + "IoU": 0.6250387752495301, + "TN": 113253328, + "TP": 137016, + "n_pred": 141654, + "n_ref": 214574 + }, + "9": { + "Dice": 0.8110222643705411, + "FN": 30981, + "FP": 4091, + "IoU": 0.682117284510106, + "TN": 113362210, + "TP": 75258, + "n_pred": 79349, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.766270680453094, + "FN": 9244, + "FP": 62707, + "IoU": 0.6211011348376735, + "TN": 75006833, + "TP": 117944, + "n_pred": 180651, + "n_ref": 127188 + }, + "10": { + "Dice": 0.5474288292770408, + "FN": 52741, + "FP": 25490, + "IoU": 0.3768688518061253, + "TN": 75071183, + "TP": 47314, + "n_pred": 72804, + "n_ref": 100055 + }, + "11": { + "Dice": 0.0, + "FN": 3544, + "FP": 0, + "IoU": 0.0, + "TN": 75193184, + "TP": 0, + "n_pred": 0, + "n_ref": 3544 + }, + "12": { + "Dice": 0.0, + "FN": 3106, + "FP": 0, + "IoU": 0.0, + "TN": 75193622, + "TP": 0, + "n_pred": 0, + "n_ref": 3106 + }, + "13": { + "Dice": 0.3891833070352032, + "FN": 37378, + "FP": 18753, + "IoU": 0.2416062043154581, + "TN": 75122715, + "TP": 17882, + "n_pred": 36635, + "n_ref": 55260 + }, + "14": { + "Dice": 0.8996607777252059, + "FN": 20871, + "FP": 4153, + "IoU": 0.8176212930638661, + "TN": 75059519, + "TP": 112185, + "n_pred": 116338, + "n_ref": 133056 + }, + "15": { + "Dice": 0.3401161050930636, + "FN": 56763, + "FP": 9393, + "IoU": 0.20490355146926267, + "TN": 75113523, + "TP": 17049, + "n_pred": 26442, + "n_ref": 73812 + }, + "2": { + "Dice": 0.7738656987295826, + "FN": 11996, + "FP": 66502, + "IoU": 0.6311426879810539, + "TN": 74983914, + "TP": 134316, + "n_pred": 200818, + "n_ref": 146312 + }, + "3": { + "Dice": 0.5844069735695991, + "FN": 80087, + "FP": 15814, + "IoU": 0.4128354425729662, + "TN": 75033399, + "TP": 67428, + "n_pred": 83242, + "n_ref": 147515 + }, + "4": { + "Dice": 0.808475135334407, + "FN": 4129, + "FP": 5742, + "IoU": 0.678521413450578, + "TN": 75166023, + "TP": 20834, + "n_pred": 26576, + "n_ref": 24963 + }, + "5": { + "Dice": 0.21013568363678534, + "FN": 6795, + "FP": 16, + "IoU": 0.11740313593365298, + "TN": 75189011, + "TP": 906, + "n_pred": 922, + "n_ref": 7701 + }, + "6": { + "Dice": 0.8781800484350044, + "FN": 31778, + "FP": 308015, + "IoU": 0.7828172847255024, + "TN": 73632179, + "TP": 1224756, + "n_pred": 1532771, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.7298307701648928, + "FN": 25604, + "FP": 67837, + "IoU": 0.5745933321496374, + "TN": 74977077, + "TP": 126210, + "n_pred": 194047, + "n_ref": 151814 + }, + "8": { + "Dice": 0.8636331424227391, + "FN": 17712, + "FP": 3455, + "IoU": 0.7599950109984807, + "TN": 75108534, + "TP": 67027, + "n_pred": 70482, + "n_ref": 84739 + }, + "9": { + "Dice": 0.7523336161959026, + "FN": 21379, + "FP": 15395, + "IoU": 0.6029926156237855, + "TN": 75104100, + "TP": 55854, + "n_pred": 71249, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9367350070516365, + "FN": 23564, + "FP": 2409, + "IoU": 0.8809986346434037, + "TN": 86709614, + "TP": 192285, + "n_pred": 194694, + "n_ref": 215849 + }, + "10": { + "Dice": 0.6563096211501772, + "FN": 26688, + "FP": 17447, + "IoU": 0.48843813387423934, + "TN": 86841597, + "TP": 42140, + "n_pred": 59587, + "n_ref": 68828 + }, + "11": { + "Dice": 0.0, + "FN": 2590, + "FP": 0, + "IoU": 0.0, + "TN": 86925282, + "TP": 0, + "n_pred": 0, + "n_ref": 2590 + }, + "12": { + "Dice": 0.0, + "FN": 4915, + "FP": 0, + "IoU": 0.0, + "TN": 86922957, + "TP": 0, + "n_pred": 0, + "n_ref": 4915 + }, + "13": { + "Dice": 0.17135091485632128, + "FN": 46661, + "FP": 37485, + "IoU": 0.09370355211856192, + "TN": 86835026, + "TP": 8700, + "n_pred": 46185, + "n_ref": 55361 + }, + "14": { + "Dice": 0.6909751680234902, + "FN": 25859, + "FP": 25500, + "IoU": 0.5278548971299344, + "TN": 86819094, + "TP": 57419, + "n_pred": 82919, + "n_ref": 83278 + }, + "15": { + "Dice": 0.10020323304055316, + "FN": 154074, + "FP": 0, + "IoU": 0.0527441854745993, + "TN": 86765219, + "TP": 8579, + "n_pred": 8579, + "n_ref": 162653 + }, + "2": { + "Dice": 0.6913443453323153, + "FN": 49970, + "FP": 16328, + "IoU": 0.5282859114744534, + "TN": 86787325, + "TP": 74249, + "n_pred": 90577, + "n_ref": 124219 + }, + "3": { + "Dice": 0.7433911698626442, + "FN": 40811, + "FP": 48620, + "IoU": 0.5915851870795676, + "TN": 86708901, + "TP": 129540, + "n_pred": 178160, + "n_ref": 170351 + }, + "4": { + "Dice": 0.5737039280346367, + "FN": 3735, + "FP": 15268, + "IoU": 0.4022334067316766, + "TN": 86896082, + "TP": 12787, + "n_pred": 28055, + "n_ref": 16522 + }, + "5": { + "Dice": 0.6913449299957574, + "FN": 2214, + "FP": 696, + "IoU": 0.5282865942616307, + "TN": 86921703, + "TP": 3259, + "n_pred": 3955, + "n_ref": 5473 + }, + "6": { + "Dice": 0.8498183791598304, + "FN": 30401, + "FP": 373910, + "IoU": 0.7388558152573037, + "TN": 85379643, + "TP": 1143918, + "n_pred": 1517828, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.6280003792892483, + "FN": 539734, + "FP": 33042, + "IoU": 0.4577263505101543, + "TN": 85871623, + "TP": 483473, + "n_pred": 516515, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9270937680932994, + "FN": 3949, + "FP": 3984, + "IoU": 0.8640957993558556, + "TN": 86869500, + "TP": 50439, + "n_pred": 54423, + "n_ref": 54388 + }, + "9": { + "Dice": 0.6985930351690488, + "FN": 16326, + "FP": 13387, + "IoU": 0.5367982914243846, + "TN": 86863725, + "TP": 34434, + "n_pred": 47821, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4954907426254637, + "FN": 28824, + "FP": 92625, + "IoU": 0.32933711786534725, + "TN": 37568512, + "TP": 59639, + "n_pred": 152264, + "n_ref": 88463 + }, + "10": { + "Dice": 0.5929259729588406, + "FN": 27494, + "FP": 16102, + "IoU": 0.4213893239189871, + "TN": 37674254, + "TP": 31750, + "n_pred": 47852, + "n_ref": 59244 + }, + "11": { + "Dice": 0.0, + "FN": 2588, + "FP": 0, + "IoU": 0.0, + "TN": 37747012, + "TP": 0, + "n_pred": 0, + "n_ref": 2588 + }, + "12": { + "Dice": 0.0, + "FN": 2917, + "FP": 0, + "IoU": 0.0, + "TN": 37746683, + "TP": 0, + "n_pred": 0, + "n_ref": 2917 + }, + "13": { + "Dice": 0.4340060274231977, + "FN": 31132, + "FP": 4739, + "IoU": 0.2771441238110592, + "TN": 37699976, + "TP": 13753, + "n_pred": 18492, + "n_ref": 44885 + }, + "14": { + "Dice": 0.3683923943109795, + "FN": 49532, + "FP": 124462, + "IoU": 0.22578492097394276, + "TN": 37524864, + "TP": 50742, + "n_pred": 175204, + "n_ref": 100274 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 37749600, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.366075501989478, + "FN": 68537, + "FP": 41234, + "IoU": 0.22404676742114712, + "TN": 37608134, + "TP": 31695, + "n_pred": 72929, + "n_ref": 100232 + }, + "3": { + "Dice": 0.17866992650456923, + "FN": 76714, + "FP": 33474, + "IoU": 0.09809859788987747, + "TN": 37627427, + "TP": 11985, + "n_pred": 45459, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 0, + "IoU": 0.0, + "TN": 37737906, + "TP": 0, + "n_pred": 0, + "n_ref": 11694 + }, + "5": { + "Dice": 0.41487772273334905, + "FN": 7411, + "FP": 30, + "IoU": 0.2617323147137613, + "TN": 37739521, + "TP": 2638, + "n_pred": 2668, + "n_ref": 10049 + }, + "6": { + "Dice": 0.8756726925430495, + "FN": 130051, + "FP": 43865, + "IoU": 0.7788414341048798, + "TN": 36963214, + "TP": 612470, + "n_pred": 656335, + "n_ref": 742521 + }, + "7": { + "Dice": 0.6200095507363921, + "FN": 181697, + "FP": 18827, + "IoU": 0.44928539256720385, + "TN": 37385484, + "TP": 163592, + "n_pred": 182419, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9201121142842381, + "FN": 6850, + "FP": 5520, + "IoU": 0.8520441116666267, + "TN": 37665994, + "TP": 71236, + "n_pred": 76756, + "n_ref": 78086 + }, + "9": { + "Dice": 0.792801657662431, + "FN": 12875, + "FP": 9024, + "IoU": 0.6567285837448076, + "TN": 37685805, + "TP": 41896, + "n_pred": 50920, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7511811950799484, + "FN": 44920, + "FP": 56508, + "IoU": 0.6015133597608169, + "TN": 75652155, + "TP": 153105, + "n_pred": 209613, + "n_ref": 198025 + }, + "10": { + "Dice": 0.7868527673319156, + "FN": 30310, + "FP": 15091, + "IoU": 0.6486045107660872, + "TN": 75777486, + "TP": 83801, + "n_pred": 98892, + "n_ref": 114111 + }, + "11": { + "Dice": 0.0, + "FN": 4342, + "FP": 0, + "IoU": 0.0, + "TN": 75902346, + "TP": 0, + "n_pred": 0, + "n_ref": 4342 + }, + "12": { + "Dice": 0.0, + "FN": 4584, + "FP": 0, + "IoU": 0.0, + "TN": 75902104, + "TP": 0, + "n_pred": 0, + "n_ref": 4584 + }, + "13": { + "Dice": 0.4633439973059438, + "FN": 27742, + "FP": 4130, + "IoU": 0.3015274703600622, + "TN": 75861057, + "TP": 13759, + "n_pred": 17889, + "n_ref": 41501 + }, + "14": { + "Dice": 0.8532247326763597, + "FN": 19869, + "FP": 15847, + "IoU": 0.7440208705125173, + "TN": 75767161, + "TP": 103811, + "n_pred": 119658, + "n_ref": 123680 + }, + "15": { + "Dice": 0.4366004849829097, + "FN": 134515, + "FP": 1635, + "IoU": 0.2792635412696396, + "TN": 75717784, + "TP": 52754, + "n_pred": 54389, + "n_ref": 187269 + }, + "2": { + "Dice": 0.798358693637306, + "FN": 18284, + "FP": 69827, + "IoU": 0.664390188161804, + "TN": 75644148, + "TP": 174429, + "n_pred": 244256, + "n_ref": 192713 + }, + "3": { + "Dice": 0.7316870360200721, + "FN": 86688, + "FP": 33993, + "IoU": 0.5768978610169373, + "TN": 75621459, + "TP": 164548, + "n_pred": 198541, + "n_ref": 251236 + }, + "4": { + "Dice": 0.7978411719352352, + "FN": 1720, + "FP": 12701, + "IoU": 0.663673678809646, + "TN": 75863810, + "TP": 28457, + "n_pred": 41158, + "n_ref": 30177 + }, + "5": { + "Dice": 0.7365972529906956, + "FN": 2979, + "FP": 1777, + "IoU": 0.583026477292653, + "TN": 75895282, + "TP": 6650, + "n_pred": 8427, + "n_ref": 9629 + }, + "6": { + "Dice": 0.931321234624676, + "FN": 66570, + "FP": 175364, + "IoU": 0.8714697669674315, + "TN": 74024376, + "TP": 1640378, + "n_pred": 1815742, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.8035986631422734, + "FN": 78253, + "FP": 17299, + "IoU": 0.6716798438665031, + "TN": 75615655, + "TP": 195481, + "n_pred": 212780, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9219767317750027, + "FN": 9686, + "FP": 4203, + "IoU": 0.8552475247524752, + "TN": 75810738, + "TP": 82061, + "n_pred": 86264, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8138159883577871, + "FN": 19867, + "FP": 6616, + "IoU": 0.6860790403262133, + "TN": 75822326, + "TP": 57879, + "n_pred": 64495, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9538333369398221, + "FN": 6889, + "FP": 1645, + "IoU": 0.9117412842708366, + "TN": 61291057, + "TP": 88159, + "n_pred": 89804, + "n_ref": 95048 + }, + "10": { + "Dice": 0.7234206598780696, + "FN": 12374, + "FP": 37847, + "IoU": 0.5666867989646247, + "TN": 61271850, + "TP": 65679, + "n_pred": 103526, + "n_ref": 78053 + }, + "11": { + "Dice": 0.0, + "FN": 3342, + "FP": 0, + "IoU": 0.0, + "TN": 61384408, + "TP": 0, + "n_pred": 0, + "n_ref": 3342 + }, + "12": { + "Dice": 0.0, + "FN": 3369, + "FP": 0, + "IoU": 0.0, + "TN": 61384381, + "TP": 0, + "n_pred": 0, + "n_ref": 3369 + }, + "13": { + "Dice": 0.43399271928017036, + "FN": 26818, + "FP": 6144, + "IoU": 0.2771332704664576, + "TN": 61342151, + "TP": 12637, + "n_pred": 18781, + "n_ref": 39455 + }, + "14": { + "Dice": 0.7099866844207723, + "FN": 3809, + "FP": 47374, + "IoU": 0.5503715937241949, + "TN": 61273916, + "TP": 62651, + "n_pred": 110025, + "n_ref": 66460 + }, + "15": { + "Dice": 0.8390416339355853, + "FN": 10688, + "FP": 1606, + "IoU": 0.7227146626970702, + "TN": 61343413, + "TP": 32043, + "n_pred": 33649, + "n_ref": 42731 + }, + "2": { + "Dice": 0.8298287244790076, + "FN": 9544, + "FP": 41157, + "IoU": 0.7091515078504598, + "TN": 61213429, + "TP": 123620, + "n_pred": 164777, + "n_ref": 133164 + }, + "3": { + "Dice": 0.766786937504942, + "FN": 41494, + "FP": 14545, + "IoU": 0.6217797725508724, + "TN": 61239585, + "TP": 92126, + "n_pred": 106671, + "n_ref": 133620 + }, + "4": { + "Dice": 0.38381264738568294, + "FN": 11896, + "FP": 10837, + "IoU": 0.23748029383155, + "TN": 61357937, + "TP": 7080, + "n_pred": 17917, + "n_ref": 18976 + }, + "5": { + "Dice": 0.0, + "FN": 27695, + "FP": 0, + "IoU": 0.0, + "TN": 61360055, + "TP": 0, + "n_pred": 0, + "n_ref": 27695 + }, + "6": { + "Dice": 0.8957979275622312, + "FN": 122334, + "FP": 80616, + "IoU": 0.8112626754852581, + "TN": 60312446, + "TP": 872354, + "n_pred": 952970, + "n_ref": 994688 + }, + "7": { + "Dice": 0.40067978220453127, + "FN": 113648, + "FP": 85249, + "IoU": 0.25053130557983905, + "TN": 61122366, + "TP": 66487, + "n_pred": 151736, + "n_ref": 180135 + }, + "8": { + "Dice": 0.7542334394672728, + "FN": 96012, + "FP": 1939, + "IoU": 0.6054372170214137, + "TN": 61139498, + "TP": 150301, + "n_pred": 152240, + "n_ref": 246313 + }, + "9": { + "Dice": 0.7388188819647532, + "FN": 31464, + "FP": 2652, + "IoU": 0.5858150517791888, + "TN": 61305381, + "TP": 48253, + "n_pred": 50905, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9636863672616265, + "FN": 10311, + "FP": 2893, + "IoU": 0.9299176782179006, + "TN": 39560393, + "TP": 175203, + "n_pred": 178096, + "n_ref": 185514 + }, + "10": { + "Dice": 0.4294709866373787, + "FN": 28370, + "FP": 33966, + "IoU": 0.27345625772162524, + "TN": 39663002, + "TP": 23462, + "n_pred": 57428, + "n_ref": 51832 + }, + "11": { + "Dice": 0.0, + "FN": 3031, + "FP": 0, + "IoU": 0.0, + "TN": 39745769, + "TP": 0, + "n_pred": 0, + "n_ref": 3031 + }, + "12": { + "Dice": 0.0, + "FN": 3460, + "FP": 0, + "IoU": 0.0, + "TN": 39745340, + "TP": 0, + "n_pred": 0, + "n_ref": 3460 + }, + "13": { + "Dice": 0.5798982817154229, + "FN": 21520, + "FP": 10777, + "IoU": 0.4083498204733641, + "TN": 39694212, + "TP": 22291, + "n_pred": 33068, + "n_ref": 43811 + }, + "14": { + "Dice": 0.23251677170156537, + "FN": 24183, + "FP": 36221, + "IoU": 0.1315524628346321, + "TN": 39679246, + "TP": 9150, + "n_pred": 45371, + "n_ref": 33333 + }, + "15": { + "Dice": 0.8271866546438232, + "FN": 15022, + "FP": 310, + "IoU": 0.7053011955560681, + "TN": 39696774, + "TP": 36694, + "n_pred": 37004, + "n_ref": 51716 + }, + "2": { + "Dice": 0.5339838906276895, + "FN": 41840, + "FP": 90825, + "IoU": 0.364241489035424, + "TN": 39540128, + "TP": 76007, + "n_pred": 166832, + "n_ref": 117847 + }, + "3": { + "Dice": 0.3726861007831659, + "FN": 96586, + "FP": 30292, + "IoU": 0.22901918367594962, + "TN": 39584233, + "TP": 37689, + "n_pred": 67981, + "n_ref": 134275 + }, + "4": { + "Dice": 0.6972100804058065, + "FN": 10853, + "FP": 369, + "IoU": 0.5351669290033966, + "TN": 39724658, + "TP": 12920, + "n_pred": 13289, + "n_ref": 23773 + }, + "5": { + "Dice": 0.7898886450459237, + "FN": 1665, + "FP": 920, + "IoU": 0.6527404621171413, + "TN": 39741356, + "TP": 4859, + "n_pred": 5779, + "n_ref": 6524 + }, + "6": { + "Dice": 0.8985076213290925, + "FN": 31917, + "FP": 170513, + "IoU": 0.8157184186905202, + "TN": 38650318, + "TP": 896052, + "n_pred": 1066565, + "n_ref": 927969 + }, + "7": { + "Dice": 0.5074061106737446, + "FN": 481361, + "FP": 5439, + "IoU": 0.3399492080881984, + "TN": 39011281, + "TP": 250719, + "n_pred": 256158, + "n_ref": 732080 + }, + "8": { + "Dice": 0.913341901090009, + "FN": 1563, + "FP": 7540, + "IoU": 0.8405053088972212, + "TN": 39691726, + "TP": 47971, + "n_pred": 55511, + "n_ref": 49534 + }, + "9": { + "Dice": 0.8163934426229508, + "FN": 7267, + "FP": 8189, + "IoU": 0.6897506925207756, + "TN": 39698982, + "TP": 34362, + "n_pred": 42551, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7586368883713724, + "FN": 21054, + "FP": 27243, + "IoU": 0.6111321347192812, + "TN": 101272409, + "TP": 75902, + "n_pred": 103145, + "n_ref": 96956 + }, + "10": { + "Dice": 0.47848712944893596, + "FN": 46348, + "FP": 32220, + "IoU": 0.31448115800403104, + "TN": 101281997, + "TP": 36043, + "n_pred": 68263, + "n_ref": 82391 + }, + "11": { + "Dice": 0.0, + "FN": 5529, + "FP": 0, + "IoU": 0.0, + "TN": 101391079, + "TP": 0, + "n_pred": 0, + "n_ref": 5529 + }, + "12": { + "Dice": 0.0, + "FN": 5225, + "FP": 0, + "IoU": 0.0, + "TN": 101391383, + "TP": 0, + "n_pred": 0, + "n_ref": 5225 + }, + "13": { + "Dice": 0.6723552459730082, + "FN": 19057, + "FP": 11047, + "IoU": 0.506427072402938, + "TN": 101335616, + "TP": 30888, + "n_pred": 41935, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9090669276001583, + "FN": 27379, + "FP": 2266, + "IoU": 0.8332930319917673, + "TN": 101218781, + "TP": 148182, + "n_pred": 150448, + "n_ref": 175561 + }, + "15": { + "Dice": 0.7435926539692629, + "FN": 10496, + "FP": 799, + "IoU": 0.5918404220720558, + "TN": 101368935, + "TP": 16378, + "n_pred": 17177, + "n_ref": 26874 + }, + "2": { + "Dice": 0.6777809316554704, + "FN": 20561, + "FP": 132688, + "IoU": 0.5126086500205135, + "TN": 101082181, + "TP": 161178, + "n_pred": 293866, + "n_ref": 181739 + }, + "3": { + "Dice": 0.10506172174006792, + "FN": 155482, + "FP": 43742, + "IoU": 0.05544334765169402, + "TN": 101185690, + "TP": 11694, + "n_pred": 55436, + "n_ref": 167176 + }, + "4": { + "Dice": 0.8359742577470121, + "FN": 2417, + "FP": 616, + "IoU": 0.7181750603976956, + "TN": 101385846, + "TP": 7729, + "n_pred": 8345, + "n_ref": 10146 + }, + "5": { + "Dice": 0.24799081515499427, + "FN": 32900, + "FP": 1160, + "IoU": 0.14154652686762778, + "TN": 101356932, + "TP": 5616, + "n_pred": 6776, + "n_ref": 38516 + }, + "6": { + "Dice": 0.8810833393791263, + "FN": 69564, + "FP": 405778, + "IoU": 0.7874432210976494, + "TN": 99160302, + "TP": 1760964, + "n_pred": 2166742, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.6397408244463731, + "FN": 237681, + "FP": 13857, + "IoU": 0.470308038308948, + "TN": 100921732, + "TP": 223338, + "n_pred": 237195, + "n_ref": 461019 + }, + "8": { + "Dice": 0.7322211265811438, + "FN": 100524, + "FP": 12988, + "IoU": 0.577562177390243, + "TN": 101127901, + "TP": 155195, + "n_pred": 168183, + "n_ref": 255719 + }, + "9": { + "Dice": 0.882142127438691, + "FN": 6745, + "FP": 14598, + "IoU": 0.7891362122963533, + "TN": 101295391, + "TP": 79874, + "n_pred": 94472, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.25454641913834986, + "FN": 183409, + "FP": 13308, + "IoU": 0.14583396655710087, + "TN": 73653201, + "TP": 33586, + "n_pred": 46894, + "n_ref": 216995 + }, + "10": { + "Dice": 0.040511675126903554, + "FN": 73347, + "FP": 44790, + "IoU": 0.020674619293548094, + "TN": 73762873, + "TP": 2494, + "n_pred": 47284, + "n_ref": 75841 + }, + "11": { + "Dice": 0.0, + "FN": 6259, + "FP": 0, + "IoU": 0.0, + "TN": 73877245, + "TP": 0, + "n_pred": 0, + "n_ref": 6259 + }, + "12": { + "Dice": 0.0, + "FN": 5541, + "FP": 0, + "IoU": 0.0, + "TN": 73877963, + "TP": 0, + "n_pred": 0, + "n_ref": 5541 + }, + "13": { + "Dice": 0.0025638583871133154, + "FN": 61064, + "FP": 75099, + "IoU": 0.0012835746453666622, + "TN": 73747166, + "TP": 175, + "n_pred": 75274, + "n_ref": 61239 + }, + "14": { + "Dice": 0.5107017317849716, + "FN": 45642, + "FP": 60706, + "IoU": 0.34291433938015914, + "TN": 73721656, + "TP": 55500, + "n_pred": 116206, + "n_ref": 101142 + }, + "15": { + "Dice": 0.199723876707369, + "FN": 197076, + "FP": 4063, + "IoU": 0.11094069077696939, + "TN": 73657266, + "TP": 25099, + "n_pred": 29162, + "n_ref": 222175 + }, + "2": { + "Dice": 0.1772801142288146, + "FN": 162742, + "FP": 100001, + "IoU": 0.09726130471979137, + "TN": 73592453, + "TP": 28308, + "n_pred": 128309, + "n_ref": 191050 + }, + "3": { + "Dice": 0.474710328926247, + "FN": 57411, + "FP": 230557, + "IoU": 0.31122634469298327, + "TN": 73465416, + "TP": 130120, + "n_pred": 360677, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 11792, + "IoU": 0.0, + "TN": 73823824, + "TP": 0, + "n_pred": 11792, + "n_ref": 47888 + }, + "5": { + "Dice": 0.0, + "FN": 15128, + "FP": 0, + "IoU": 0.0, + "TN": 73868376, + "TP": 0, + "n_pred": 0, + "n_ref": 15128 + }, + "6": { + "Dice": 0.5629050265646399, + "FN": 598177, + "FP": 1115015, + "IoU": 0.3916964688972654, + "TN": 71067160, + "TP": 1103152, + "n_pred": 2218167, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.1911015308098412, + "FN": 135098, + "FP": 182372, + "IoU": 0.10564524989365329, + "TN": 73528533, + "TP": 37501, + "n_pred": 219873, + "n_ref": 172599 + }, + "8": { + "Dice": 0.5243584184821289, + "FN": 47399, + "FP": 10742, + "IoU": 0.35534266928339375, + "TN": 73793315, + "TP": 32048, + "n_pred": 42790, + "n_ref": 79447 + }, + "9": { + "Dice": 0.6497776175021036, + "FN": 14504, + "FP": 67074, + "IoU": 0.4812374805252615, + "TN": 73726249, + "TP": 75677, + "n_pred": 142751, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.897573071540131, + "FN": 10337, + "FP": 30061, + "IoU": 0.8141791971591928, + "TN": 69278373, + "TP": 177005, + "n_pred": 207066, + "n_ref": 187342 + }, + "10": { + "Dice": 0.45957863019317385, + "FN": 38341, + "FP": 30172, + "IoU": 0.29834604946489834, + "TN": 69398131, + "TP": 29132, + "n_pred": 59304, + "n_ref": 67473 + }, + "11": { + "Dice": 0.0, + "FN": 3461, + "FP": 0, + "IoU": 0.0, + "TN": 69492315, + "TP": 0, + "n_pred": 0, + "n_ref": 3461 + }, + "12": { + "Dice": 0.0, + "FN": 3152, + "FP": 0, + "IoU": 0.0, + "TN": 69492624, + "TP": 0, + "n_pred": 0, + "n_ref": 3152 + }, + "13": { + "Dice": 0.6282303959005691, + "FN": 26817, + "FP": 33545, + "IoU": 0.4579707802411932, + "TN": 69384413, + "TP": 51001, + "n_pred": 84546, + "n_ref": 77818 + }, + "14": { + "Dice": 0.8816132723925421, + "FN": 27007, + "FP": 6303, + "IoU": 0.7882901778337084, + "TN": 69338438, + "TP": 124028, + "n_pred": 130331, + "n_ref": 151035 + }, + "15": { + "Dice": 0.7651805448386801, + "FN": 35488, + "FP": 422, + "IoU": 0.6196699781821263, + "TN": 69401358, + "TP": 58508, + "n_pred": 58930, + "n_ref": 93996 + }, + "2": { + "Dice": 0.8363574514898637, + "FN": 34593, + "FP": 10627, + "IoU": 0.7187408646759176, + "TN": 69334999, + "TP": 115557, + "n_pred": 126184, + "n_ref": 150150 + }, + "3": { + "Dice": 0.840286447904643, + "FN": 29885, + "FP": 24355, + "IoU": 0.7245637911072292, + "TN": 69298852, + "TP": 142684, + "n_pred": 167039, + "n_ref": 172569 + }, + "4": { + "Dice": 0.5026671100764882, + "FN": 18225, + "FP": 19162, + "IoU": 0.3357083207476768, + "TN": 69439495, + "TP": 18894, + "n_pred": 38056, + "n_ref": 37119 + }, + "5": { + "Dice": 0.695455134015279, + "FN": 8351, + "FP": 1057, + "IoU": 0.5331017369727047, + "TN": 69475626, + "TP": 10742, + "n_pred": 11799, + "n_ref": 19093 + }, + "6": { + "Dice": 0.8690934527304852, + "FN": 118391, + "FP": 282656, + "IoU": 0.7684927236727414, + "TN": 67763446, + "TP": 1331283, + "n_pred": 1613939, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.8224378923604214, + "FN": 52154, + "FP": 60474, + "IoU": 0.6984242164593737, + "TN": 69122311, + "TP": 260837, + "n_pred": 321311, + "n_ref": 312991 + }, + "8": { + "Dice": 0.780819208710927, + "FN": 21565, + "FP": 16117, + "IoU": 0.6404457930192172, + "TN": 69390974, + "TP": 67120, + "n_pred": 83237, + "n_ref": 88685 + }, + "9": { + "Dice": 0.786488838097217, + "FN": 19807, + "FP": 13075, + "IoU": 0.6481100980266256, + "TN": 69402332, + "TP": 60562, + "n_pred": 73637, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7952269188762113, + "FN": 31306, + "FP": 56814, + "IoU": 0.6600636512682033, + "TN": 50574327, + "TP": 171105, + "n_pred": 227919, + "n_ref": 202411 + }, + "10": { + "Dice": 0.5762997520792369, + "FN": 28652, + "FP": 40734, + "IoU": 0.40479009041467223, + "TN": 50716978, + "TP": 47188, + "n_pred": 87922, + "n_ref": 75840 + }, + "11": { + "Dice": 0.0, + "FN": 6729, + "FP": 0, + "IoU": 0.0, + "TN": 50826823, + "TP": 0, + "n_pred": 0, + "n_ref": 6729 + }, + "12": { + "Dice": 0.0, + "FN": 6299, + "FP": 0, + "IoU": 0.0, + "TN": 50827253, + "TP": 0, + "n_pred": 0, + "n_ref": 6299 + }, + "13": { + "Dice": 0.42639892345279, + "FN": 15626, + "FP": 72182, + "IoU": 0.2709701523516958, + "TN": 50713107, + "TP": 32637, + "n_pred": 104819, + "n_ref": 48263 + }, + "14": { + "Dice": 0.3693108138027011, + "FN": 27384, + "FP": 52378, + "IoU": 0.2264752945740193, + "TN": 50730437, + "TP": 23353, + "n_pred": 75731, + "n_ref": 50737 + }, + "15": { + "Dice": 0.7527473490491631, + "FN": 13282, + "FP": 825, + "IoU": 0.6035243528849666, + "TN": 50797971, + "TP": 21474, + "n_pred": 22299, + "n_ref": 34756 + }, + "2": { + "Dice": 0.6669032191530605, + "FN": 21300, + "FP": 169267, + "IoU": 0.5002661687693563, + "TN": 50452215, + "TP": 190770, + "n_pred": 360037, + "n_ref": 212070 + }, + "3": { + "Dice": 0.24162658151097458, + "FN": 173247, + "FP": 14367, + "IoU": 0.1374148283693943, + "TN": 50616050, + "TP": 29888, + "n_pred": 44255, + "n_ref": 203135 + }, + "4": { + "Dice": 0.7264886735698884, + "FN": 4319, + "FP": 5956, + "IoU": 0.570461101124535, + "TN": 50809631, + "TP": 13646, + "n_pred": 19602, + "n_ref": 17965 + }, + "5": { + "Dice": 0.5362327090567541, + "FN": 8134, + "FP": 13, + "IoU": 0.36633740374893053, + "TN": 50820695, + "TP": 4710, + "n_pred": 4723, + "n_ref": 12844 + }, + "6": { + "Dice": 0.8563450403919409, + "FN": 120643, + "FP": 575778, + "IoU": 0.7487791953312721, + "TN": 48061405, + "TP": 2075726, + "n_pred": 2651504, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.7025519127029091, + "FN": 57234, + "FP": 87672, + "IoU": 0.5414874934738241, + "TN": 50517517, + "TP": 171129, + "n_pred": 258801, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9445287889502653, + "FN": 7426, + "FP": 3791, + "IoU": 0.894888253760015, + "TN": 50726837, + "TP": 95498, + "n_pred": 99289, + "n_ref": 102924 + }, + "9": { + "Dice": 0.7927153966976975, + "FN": 32349, + "FP": 10937, + "IoU": 0.6566102098290428, + "TN": 50707497, + "TP": 82769, + "n_pred": 93706, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7747847308560114, + "FN": 60519, + "FP": 27519, + "IoU": 0.6323662056524354, + "TN": 76645388, + "TP": 151434, + "n_pred": 178953, + "n_ref": 211953 + }, + "10": { + "Dice": 0.5570999947884482, + "FN": 27545, + "FP": 31944, + "IoU": 0.3860974376438294, + "TN": 76787957, + "TP": 37414, + "n_pred": 69358, + "n_ref": 64959 + }, + "11": { + "Dice": 0.0, + "FN": 2874, + "FP": 0, + "IoU": 0.0, + "TN": 76881986, + "TP": 0, + "n_pred": 0, + "n_ref": 2874 + }, + "12": { + "Dice": 0.0, + "FN": 2609, + "FP": 0, + "IoU": 0.0, + "TN": 76882251, + "TP": 0, + "n_pred": 0, + "n_ref": 2609 + }, + "13": { + "Dice": 0.5300453181095874, + "FN": 20268, + "FP": 19657, + "IoU": 0.3605861627162076, + "TN": 76822420, + "TP": 22515, + "n_pred": 42172, + "n_ref": 42783 + }, + "14": { + "Dice": 0.8285650118591797, + "FN": 5878, + "FP": 25419, + "IoU": 0.7073077210833458, + "TN": 76777932, + "TP": 75631, + "n_pred": 101050, + "n_ref": 81509 + }, + "15": { + "Dice": 0.25462454508258503, + "FN": 34103, + "FP": 510, + "IoU": 0.14588525601480568, + "TN": 76844335, + "TP": 5912, + "n_pred": 6422, + "n_ref": 40015 + }, + "2": { + "Dice": 0.7329205737249649, + "FN": 14167, + "FP": 51229, + "IoU": 0.578433015742042, + "TN": 76729734, + "TP": 89730, + "n_pred": 140959, + "n_ref": 103897 + }, + "3": { + "Dice": 0.5243707457307578, + "FN": 47067, + "FP": 44260, + "IoU": 0.35535399167078424, + "TN": 76743190, + "TP": 50343, + "n_pred": 94603, + "n_ref": 97410 + }, + "4": { + "Dice": 0.7935209938669602, + "FN": 2175, + "FP": 9642, + "IoU": 0.6577163712200208, + "TN": 76850336, + "TP": 22707, + "n_pred": 32349, + "n_ref": 24882 + }, + "5": { + "Dice": 0.6758177111930348, + "FN": 7139, + "FP": 1127, + "IoU": 0.5103660703708092, + "TN": 76867978, + "TP": 8616, + "n_pred": 9743, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9147560578072368, + "FN": 53476, + "FP": 147356, + "IoU": 0.8429036295369211, + "TN": 75606460, + "TP": 1077568, + "n_pred": 1224924, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.6680478930847522, + "FN": 48785, + "FP": 62889, + "IoU": 0.5015554910843804, + "TN": 76660815, + "TP": 112371, + "n_pred": 175260, + "n_ref": 161156 + }, + "8": { + "Dice": 0.8802362983266374, + "FN": 6976, + "FP": 12162, + "IoU": 0.7860911163768051, + "TN": 76795392, + "TP": 70330, + "n_pred": 82492, + "n_ref": 77306 + }, + "9": { + "Dice": 0.780955589824666, + "FN": 31503, + "FP": 2303, + "IoU": 0.6406293185925375, + "TN": 76790790, + "TP": 60264, + "n_pred": 62567, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.47348291771762685, + "FN": 52583, + "FP": 107524, + "IoU": 0.3101720401383904, + "TN": 130767835, + "TP": 71990, + "n_pred": 179514, + "n_ref": 124573 + }, + "10": { + "Dice": 0.5892051400826942, + "FN": 23220, + "FP": 24668, + "IoU": 0.4176405491846141, + "TN": 130917701, + "TP": 34343, + "n_pred": 59011, + "n_ref": 57563 + }, + "11": { + "Dice": 0.0, + "FN": 5568, + "FP": 0, + "IoU": 0.0, + "TN": 130994364, + "TP": 0, + "n_pred": 0, + "n_ref": 5568 + }, + "12": { + "Dice": 0.0, + "FN": 7302, + "FP": 0, + "IoU": 0.0, + "TN": 130992630, + "TP": 0, + "n_pred": 0, + "n_ref": 7302 + }, + "13": { + "Dice": 0.19081286867757186, + "FN": 69295, + "FP": 8073, + "IoU": 0.10546884032836167, + "TN": 130913442, + "TP": 9122, + "n_pred": 17195, + "n_ref": 78417 + }, + "14": { + "Dice": 0.0011733011576987487, + "FN": 945561, + "FP": 14701, + "IoU": 0.0005869949397705724, + "TN": 130039106, + "TP": 564, + "n_pred": 15265, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 7312, + "IoU": 0.0, + "TN": 130967310, + "TP": 0, + "n_pred": 7312, + "n_ref": 25310 + }, + "2": { + "Dice": 0.5792292917319066, + "FN": 127481, + "FP": 5273, + "IoU": 0.4076866790405483, + "TN": 130775804, + "TP": 91374, + "n_pred": 96647, + "n_ref": 218855 + }, + "3": { + "Dice": 0.7262465256960196, + "FN": 40170, + "FP": 142927, + "IoU": 0.5701625474214026, + "TN": 130573964, + "TP": 242871, + "n_pred": 385798, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 2011, + "IoU": 0.0, + "TN": 130995641, + "TP": 0, + "n_pred": 2011, + "n_ref": 2280 + }, + "5": { + "Dice": 0.3799063373875543, + "FN": 18081, + "FP": 324, + "IoU": 0.23449652705569188, + "TN": 130975889, + "TP": 5638, + "n_pred": 5962, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8638133220227857, + "FN": 127836, + "FP": 296317, + "IoU": 0.7602741158351348, + "TN": 129230607, + "TP": 1345172, + "n_pred": 1641489, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.48747118501269615, + "FN": 99920, + "FP": 119081, + "IoU": 0.3222888583559236, + "TN": 130676784, + "TP": 104147, + "n_pred": 223228, + "n_ref": 204067 + }, + "8": { + "Dice": 0.8491599335915883, + "FN": 30121, + "FP": 3950, + "IoU": 0.7378609403491494, + "TN": 130869959, + "TP": 95902, + "n_pred": 99852, + "n_ref": 126023 + }, + "9": { + "Dice": 0.49905118451670516, + "FN": 28159, + "FP": 30182, + "IoU": 0.33249047493735767, + "TN": 130912531, + "TP": 29060, + "n_pred": 59242, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.820200778935059, + "FN": 16035, + "FP": 2108, + "IoU": 0.6952036959260814, + "TN": 74367173, + "TP": 41382, + "n_pred": 43490, + "n_ref": 57417 + }, + "10": { + "Dice": 0.5061725020726852, + "FN": 50996, + "FP": 3207, + "IoU": 0.33884267278183017, + "TN": 74344716, + "TP": 27779, + "n_pred": 30986, + "n_ref": 78775 + }, + "11": { + "Dice": 0.0, + "FN": 2388, + "FP": 0, + "IoU": 0.0, + "TN": 74424310, + "TP": 0, + "n_pred": 0, + "n_ref": 2388 + }, + "12": { + "Dice": 0.0, + "FN": 2457, + "FP": 0, + "IoU": 0.0, + "TN": 74424241, + "TP": 0, + "n_pred": 0, + "n_ref": 2457 + }, + "13": { + "Dice": 0.13756104602208483, + "FN": 94750, + "FP": 12797, + "IoU": 0.07386070063036065, + "TN": 74310574, + "TP": 8577, + "n_pred": 21374, + "n_ref": 103327 + }, + "14": { + "Dice": 0.8085950010889478, + "FN": 44662, + "FP": 15100, + "IoU": 0.6786902873733165, + "TN": 74240703, + "TP": 126233, + "n_pred": 141333, + "n_ref": 170895 + }, + "15": { + "Dice": 0.5926123958472574, + "FN": 8918, + "FP": 9368, + "IoU": 0.42107262711327803, + "TN": 74395112, + "TP": 13300, + "n_pred": 22668, + "n_ref": 22218 + }, + "2": { + "Dice": 0.6525386809820262, + "FN": 25885, + "FP": 73015, + "IoU": 0.4842726628008844, + "TN": 74234930, + "TP": 92868, + "n_pred": 165883, + "n_ref": 118753 + }, + "3": { + "Dice": 0.5099161725618483, + "FN": 68843, + "FP": 51007, + "IoU": 0.34220636663007686, + "TN": 74244498, + "TP": 62350, + "n_pred": 113357, + "n_ref": 131193 + }, + "4": { + "Dice": 0.3815103543928452, + "FN": 22483, + "FP": 3381, + "IoU": 0.23571998463402383, + "TN": 74392857, + "TP": 7977, + "n_pred": 11358, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9534655810494386, + "FN": 24118, + "FP": 60165, + "IoU": 0.9110694916327263, + "TN": 73478958, + "TP": 863457, + "n_pred": 923622, + "n_ref": 887575 + }, + "7": { + "Dice": 0.4035870683115928, + "FN": 107151, + "FP": 21008, + "IoU": 0.2528086939791629, + "TN": 74255177, + "TP": 43362, + "n_pred": 64370, + "n_ref": 150513 + }, + "8": { + "Dice": 0.8990878452212522, + "FN": 4150, + "FP": 4623, + "IoU": 0.8166753735241876, + "TN": 74378843, + "TP": 39082, + "n_pred": 43705, + "n_ref": 43232 + }, + "9": { + "Dice": 0.5020294723371923, + "FN": 21218, + "FP": 3687, + "IoU": 0.33513975279639074, + "TN": 74389239, + "TP": 12554, + "n_pred": 16241, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9466934910909616, + "FN": 5820, + "FP": 9336, + "IoU": 0.8987825320395093, + "TN": 106496951, + "TP": 134581, + "n_pred": 143917, + "n_ref": 140401 + }, + "10": { + "Dice": 0.700033568311514, + "FN": 26354, + "FP": 36198, + "IoU": 0.5385012652997986, + "TN": 106511147, + "TP": 72989, + "n_pred": 109187, + "n_ref": 99343 + }, + "11": { + "Dice": 0.0, + "FN": 4651, + "FP": 0, + "IoU": 0.0, + "TN": 106642037, + "TP": 0, + "n_pred": 0, + "n_ref": 4651 + }, + "12": { + "Dice": 0.0, + "FN": 5470, + "FP": 0, + "IoU": 0.0, + "TN": 106641218, + "TP": 0, + "n_pred": 0, + "n_ref": 5470 + }, + "13": { + "Dice": 0.39400824951154206, + "FN": 27331, + "FP": 14540, + "IoU": 0.2453364093506119, + "TN": 106591205, + "TP": 13612, + "n_pred": 28152, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9094282090720203, + "FN": 2850, + "FP": 10576, + "IoU": 0.833900360010392, + "TN": 106565857, + "TP": 67405, + "n_pred": 77981, + "n_ref": 70255 + }, + "15": { + "Dice": 0.61061533429893, + "FN": 13492, + "FP": 3176, + "IoU": 0.43948616202037866, + "TN": 106616951, + "TP": 13069, + "n_pred": 16245, + "n_ref": 26561 + }, + "2": { + "Dice": 0.639815702317256, + "FN": 70859, + "FP": 59536, + "IoU": 0.47038897846951166, + "TN": 106400479, + "TP": 115814, + "n_pred": 175350, + "n_ref": 186673 + }, + "3": { + "Dice": 0.5391058351912873, + "FN": 65499, + "FP": 79826, + "IoU": 0.36902456603478667, + "TN": 106416370, + "TP": 84993, + "n_pred": 164819, + "n_ref": 150492 + }, + "4": { + "Dice": 0.6876743309460988, + "FN": 961, + "FP": 7325, + "IoU": 0.5240119485294118, + "TN": 106629280, + "TP": 9122, + "n_pred": 16447, + "n_ref": 10083 + }, + "5": { + "Dice": 0.0, + "FN": 4442, + "FP": 0, + "IoU": 0.0, + "TN": 106642246, + "TP": 0, + "n_pred": 0, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9686738135265875, + "FN": 41278, + "FP": 38362, + "IoU": 0.939250671835394, + "TN": 105335727, + "TP": 1231321, + "n_pred": 1269683, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.8051670333528934, + "FN": 82312, + "FP": 40869, + "IoU": 0.6738741362420905, + "TN": 106268978, + "TP": 254529, + "n_pred": 295398, + "n_ref": 336841 + }, + "8": { + "Dice": 0.8902049981469504, + "FN": 9780, + "FP": 5329, + "IoU": 0.8021346254583551, + "TN": 106570328, + "TP": 61251, + "n_pred": 66580, + "n_ref": 71031 + }, + "9": { + "Dice": 0.8064999241279664, + "FN": 23963, + "FP": 5366, + "IoU": 0.6757435046987286, + "TN": 106556238, + "TP": 61121, + "n_pred": 66487, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8632107286777116, + "FN": 28682, + "FP": 11271, + "IoU": 0.7593410234014999, + "TN": 107960913, + "TP": 126062, + "n_pred": 137333, + "n_ref": 154744 + }, + "10": { + "Dice": 0.7148607163160887, + "FN": 18269, + "FP": 31887, + "IoU": 0.5562515482889195, + "TN": 108013900, + "TP": 62872, + "n_pred": 94759, + "n_ref": 81141 + }, + "11": { + "Dice": 0.0, + "FN": 3037, + "FP": 0, + "IoU": 0.0, + "TN": 108123891, + "TP": 0, + "n_pred": 0, + "n_ref": 3037 + }, + "12": { + "Dice": 0.0, + "FN": 3974, + "FP": 0, + "IoU": 0.0, + "TN": 108122954, + "TP": 0, + "n_pred": 0, + "n_ref": 3974 + }, + "13": { + "Dice": 0.6173495656795496, + "FN": 40252, + "FP": 5826, + "IoU": 0.4464972131462618, + "TN": 108043680, + "TP": 37170, + "n_pred": 42996, + "n_ref": 77422 + }, + "14": { + "Dice": 0.727484314916009, + "FN": 3948, + "FP": 22982, + "IoU": 0.5716898608349901, + "TN": 108064053, + "TP": 35945, + "n_pred": 58927, + "n_ref": 39893 + }, + "15": { + "Dice": 0.5531697992991399, + "FN": 14208, + "FP": 6831, + "IoU": 0.3823322177206271, + "TN": 108092866, + "TP": 13023, + "n_pred": 19854, + "n_ref": 27231 + }, + "2": { + "Dice": 0.7455849828657786, + "FN": 21671, + "FP": 93478, + "IoU": 0.5943686680099762, + "TN": 107843052, + "TP": 168727, + "n_pred": 262205, + "n_ref": 190398 + }, + "3": { + "Dice": 0.6076432646853946, + "FN": 85962, + "FP": 61612, + "IoU": 0.4364134917967676, + "TN": 107865080, + "TP": 114274, + "n_pred": 175886, + "n_ref": 200236 + }, + "4": { + "Dice": 0.8873414730208744, + "FN": 5147, + "FP": 2004, + "IoU": 0.7974966726134851, + "TN": 108091615, + "TP": 28162, + "n_pred": 30166, + "n_ref": 33309 + }, + "5": { + "Dice": 0.0015463917525773195, + "FN": 3874, + "FP": 0, + "IoU": 0.0007737941707505803, + "TN": 108123051, + "TP": 3, + "n_pred": 3, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9637027411170246, + "FN": 47729, + "FP": 60116, + "IoU": 0.9299481715852453, + "TN": 106587425, + "TP": 1431658, + "n_pred": 1491774, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.8079644889306833, + "FN": 53614, + "FP": 42774, + "IoU": 0.6778023653052901, + "TN": 107827770, + "TP": 202770, + "n_pred": 245544, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9051838414846857, + "FN": 4249, + "FP": 3905, + "IoU": 0.8267907213866938, + "TN": 108079852, + "TP": 38922, + "n_pred": 42827, + "n_ref": 43171 + }, + "9": { + "Dice": 0.8382339214039018, + "FN": 12348, + "FP": 6715, + "IoU": 0.7215169532379881, + "TN": 108058475, + "TP": 49390, + "n_pred": 56105, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7282868525896414, + "FN": 46346, + "FP": 11965, + "IoU": 0.5726817042606517, + "TN": 62433702, + "TP": 78147, + "n_pred": 90112, + "n_ref": 124493 + }, + "10": { + "Dice": 0.5378115518756912, + "FN": 21212, + "FP": 43988, + "IoU": 0.3678127484631644, + "TN": 62467026, + "TP": 37934, + "n_pred": 81922, + "n_ref": 59146 + }, + "11": { + "Dice": 0.0, + "FN": 2052, + "FP": 0, + "IoU": 0.0, + "TN": 62568108, + "TP": 0, + "n_pred": 0, + "n_ref": 2052 + }, + "12": { + "Dice": 0.0, + "FN": 4267, + "FP": 0, + "IoU": 0.0, + "TN": 62565893, + "TP": 0, + "n_pred": 0, + "n_ref": 4267 + }, + "13": { + "Dice": 0.5810702519811237, + "FN": 18868, + "FP": 14067, + "IoU": 0.4095130522088353, + "TN": 62514384, + "TP": 22841, + "n_pred": 36908, + "n_ref": 41709 + }, + "14": { + "Dice": 0.5681668681642531, + "FN": 213215, + "FP": 1454, + "IoU": 0.39681081232965243, + "TN": 62214270, + "TP": 141221, + "n_pred": 142675, + "n_ref": 354436 + }, + "15": { + "Dice": 0.17746153707411216, + "FN": 81500, + "FP": 9708, + "IoU": 0.09737053054519185, + "TN": 62469113, + "TP": 9839, + "n_pred": 19547, + "n_ref": 91339 + }, + "2": { + "Dice": 0.7369431922206677, + "FN": 60345, + "FP": 15806, + "IoU": 0.5834600531676312, + "TN": 62387342, + "TP": 106667, + "n_pred": 122473, + "n_ref": 167012 + }, + "3": { + "Dice": 0.7458666225954191, + "FN": 35440, + "FP": 76813, + "IoU": 0.5947267141067438, + "TN": 62293179, + "TP": 164728, + "n_pred": 241541, + "n_ref": 200168 + }, + "4": { + "Dice": 0.851744653481267, + "FN": 2292, + "FP": 5084, + "IoU": 0.7417728609438454, + "TN": 62541596, + "TP": 21188, + "n_pred": 26272, + "n_ref": 23480 + }, + "5": { + "Dice": 0.2742496050552923, + "FN": 6873, + "FP": 18, + "IoU": 0.15891614793116074, + "TN": 62561967, + "TP": 1302, + "n_pred": 1320, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9215839778048196, + "FN": 56103, + "FP": 182390, + "IoU": 0.8545718524553078, + "TN": 60930223, + "TP": 1401444, + "n_pred": 1583834, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.7170665289952572, + "FN": 53364, + "FP": 52407, + "IoU": 0.5589272906206736, + "TN": 62330356, + "TP": 134033, + "n_pred": 186440, + "n_ref": 187397 + }, + "8": { + "Dice": 0.8833936885669943, + "FN": 6089, + "FP": 10816, + "IoU": 0.7911415863602669, + "TN": 62489220, + "TP": 64035, + "n_pred": 74851, + "n_ref": 70124 + }, + "9": { + "Dice": 0.7103910986248706, + "FN": 11161, + "FP": 20177, + "IoU": 0.5508577816633942, + "TN": 62500387, + "TP": 38435, + "n_pred": 58612, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.24826675070299623, + "FN": 239742, + "FP": 8342, + "IoU": 0.1417263449230237, + "TN": 55092198, + "TP": 40966, + "n_pred": 49308, + "n_ref": 280708 + }, + "10": { + "Dice": 0.7535681917467024, + "FN": 18782, + "FP": 19013, + "IoU": 0.6045803603188885, + "TN": 55285666, + "TP": 57787, + "n_pred": 76800, + "n_ref": 76569 + }, + "11": { + "Dice": 0.0, + "FN": 4327, + "FP": 0, + "IoU": 0.0, + "TN": 55376921, + "TP": 0, + "n_pred": 0, + "n_ref": 4327 + }, + "12": { + "Dice": 0.0, + "FN": 4728, + "FP": 0, + "IoU": 0.0, + "TN": 55376520, + "TP": 0, + "n_pred": 0, + "n_ref": 4728 + }, + "13": { + "Dice": 0.4885140968142674, + "FN": 31670, + "FP": 16914, + "IoU": 0.3232012258828446, + "TN": 55309463, + "TP": 23201, + "n_pred": 40115, + "n_ref": 54871 + }, + "14": { + "Dice": 0.7398592006139986, + "FN": 14211, + "FP": 42732, + "IoU": 0.5871242332400411, + "TN": 55243330, + "TP": 80975, + "n_pred": 123707, + "n_ref": 95186 + }, + "15": { + "Dice": 0.7714191468799371, + "FN": 21208, + "FP": 18291, + "IoU": 0.6278944889307584, + "TN": 55275098, + "TP": 66651, + "n_pred": 84942, + "n_ref": 87859 + }, + "2": { + "Dice": 0.7255967556091851, + "FN": 35416, + "FP": 85564, + "IoU": 0.5693619808352199, + "TN": 55100316, + "TP": 159952, + "n_pred": 245516, + "n_ref": 195368 + }, + "3": { + "Dice": 0.5517435743273711, + "FN": 95791, + "FP": 47357, + "IoU": 0.380970914091487, + "TN": 55150002, + "TP": 88098, + "n_pred": 135455, + "n_ref": 183889 + }, + "4": { + "Dice": 0.5810740159832698, + "FN": 3519, + "FP": 2090, + "IoU": 0.4095167912411833, + "TN": 55371749, + "TP": 3890, + "n_pred": 5980, + "n_ref": 7409 + }, + "5": { + "Dice": 0.5469087215945156, + "FN": 3486, + "FP": 83, + "IoU": 0.37637602655949676, + "TN": 55375525, + "TP": 2154, + "n_pred": 2237, + "n_ref": 5640 + }, + "6": { + "Dice": 0.8907788103469324, + "FN": 43125, + "FP": 313846, + "IoU": 0.8030668893239791, + "TN": 53568597, + "TP": 1455680, + "n_pred": 1769526, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.7648066364287419, + "FN": 47102, + "FP": 31716, + "IoU": 0.6191796839140161, + "TN": 55174279, + "TP": 128151, + "n_pred": 159867, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9039772255007896, + "FN": 3549, + "FP": 5693, + "IoU": 0.8247795999620817, + "TN": 55328503, + "TP": 43503, + "n_pred": 49196, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8042232397373884, + "FN": 10431, + "FP": 9280, + "IoU": 0.672552993554389, + "TN": 55321052, + "TP": 40485, + "n_pred": 49765, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8377655733273093, + "FN": 62518, + "FP": 25098, + "IoU": 0.7208232298932248, + "TN": 110832778, + "TP": 226221, + "n_pred": 251319, + "n_ref": 288739 + }, + "10": { + "Dice": 0.7725178293663605, + "FN": 16469, + "FP": 22286, + "IoU": 0.6293515684774292, + "TN": 111042055, + "TP": 65805, + "n_pred": 88091, + "n_ref": 82274 + }, + "11": { + "Dice": 0.0, + "FN": 3634, + "FP": 0, + "IoU": 0.0, + "TN": 111142981, + "TP": 0, + "n_pred": 0, + "n_ref": 3634 + }, + "12": { + "Dice": 0.0, + "FN": 3104, + "FP": 0, + "IoU": 0.0, + "TN": 111143511, + "TP": 0, + "n_pred": 0, + "n_ref": 3104 + }, + "13": { + "Dice": 0.5489048052144915, + "FN": 33625, + "FP": 13989, + "IoU": 0.3782693287021924, + "TN": 111070032, + "TP": 28969, + "n_pred": 42958, + "n_ref": 62594 + }, + "14": { + "Dice": 0.7544623999806901, + "FN": 9859, + "FP": 10486, + "IoU": 0.6057323359559706, + "TN": 111095013, + "TP": 31257, + "n_pred": 41743, + "n_ref": 41116 + }, + "15": { + "Dice": 0.6757935300679444, + "FN": 12036, + "FP": 752, + "IoU": 0.510338489814673, + "TN": 111120499, + "TP": 13328, + "n_pred": 14080, + "n_ref": 25364 + }, + "2": { + "Dice": 0.6988444480611954, + "FN": 18483, + "FP": 99941, + "IoU": 0.5370952358615945, + "TN": 110890787, + "TP": 137404, + "n_pred": 237345, + "n_ref": 155887 + }, + "3": { + "Dice": 0.5699747285021515, + "FN": 136076, + "FP": 27620, + "IoU": 0.3985766824282371, + "TN": 110874434, + "TP": 108485, + "n_pred": 136105, + "n_ref": 244561 + }, + "4": { + "Dice": 0.8334024838879208, + "FN": 3773, + "FP": 2250, + "IoU": 0.7143873292867982, + "TN": 111125527, + "TP": 15065, + "n_pred": 17315, + "n_ref": 18838 + }, + "5": { + "Dice": 0.20722075968409176, + "FN": 4216, + "FP": 0, + "IoU": 0.11558632263478079, + "TN": 111141848, + "TP": 551, + "n_pred": 551, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9603928138121856, + "FN": 24209, + "FP": 106111, + "IoU": 0.9238035544308771, + "TN": 109436299, + "TP": 1579996, + "n_pred": 1686107, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.34397994564897993, + "FN": 293830, + "FP": 29889, + "IoU": 0.20771484303297447, + "TN": 110738026, + "TP": 84870, + "n_pred": 114759, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9266443929998268, + "FN": 8299, + "FP": 3140, + "IoU": 0.8633153700008365, + "TN": 111062926, + "TP": 72250, + "n_pred": 75390, + "n_ref": 80549 + }, + "9": { + "Dice": 0.8501745483680204, + "FN": 11287, + "FP": 4421, + "IoU": 0.7393944421401908, + "TN": 111086340, + "TP": 44567, + "n_pred": 48988, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9091279633653764, + "FN": 17063, + "FP": 19946, + "IoU": 0.8333956072153671, + "TN": 96898888, + "TP": 185128, + "n_pred": 205074, + "n_ref": 202191 + }, + "10": { + "Dice": 0.7019839199475593, + "FN": 21927, + "FP": 22627, + "IoU": 0.5408129612070742, + "TN": 97023997, + "TP": 52474, + "n_pred": 75101, + "n_ref": 74401 + }, + "11": { + "Dice": 0.0, + "FN": 3912, + "FP": 0, + "IoU": 0.0, + "TN": 97117113, + "TP": 0, + "n_pred": 0, + "n_ref": 3912 + }, + "12": { + "Dice": 0.0, + "FN": 5283, + "FP": 0, + "IoU": 0.0, + "TN": 97115742, + "TP": 0, + "n_pred": 0, + "n_ref": 5283 + }, + "13": { + "Dice": 0.6968547011916848, + "FN": 16022, + "FP": 14733, + "IoU": 0.5347482754447537, + "TN": 97054921, + "TP": 35349, + "n_pred": 50082, + "n_ref": 51371 + }, + "14": { + "Dice": 0.8880506624398122, + "FN": 14532, + "FP": 15414, + "IoU": 0.7986430968054277, + "TN": 96972304, + "TP": 118775, + "n_pred": 134189, + "n_ref": 133307 + }, + "15": { + "Dice": 0.7971946937857798, + "FN": 22406, + "FP": 1046, + "IoU": 0.6627794952908189, + "TN": 97051480, + "TP": 46093, + "n_pred": 47139, + "n_ref": 68499 + }, + "2": { + "Dice": 0.7250981220747457, + "FN": 54146, + "FP": 31724, + "IoU": 0.5687481794714692, + "TN": 96921907, + "TP": 113248, + "n_pred": 144972, + "n_ref": 167394 + }, + "3": { + "Dice": 0.7483381630099115, + "FN": 62574, + "FP": 43204, + "IoU": 0.5978756728809951, + "TN": 96857977, + "TP": 157270, + "n_pred": 200474, + "n_ref": 219844 + }, + "4": { + "Dice": 0.7387069889272533, + "FN": 1722, + "FP": 9251, + "IoU": 0.5856743694305996, + "TN": 97094541, + "TP": 15511, + "n_pred": 24762, + "n_ref": 17233 + }, + "5": { + "Dice": 0.0, + "FN": 12458, + "FP": 0, + "IoU": 0.0, + "TN": 97108567, + "TP": 0, + "n_pred": 0, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9508428530107415, + "FN": 37714, + "FP": 122547, + "IoU": 0.9062921181439336, + "TN": 95410806, + "TP": 1549958, + "n_pred": 1672505, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.7998193573742008, + "FN": 94757, + "FP": 21378, + "IoU": 0.6664158118933886, + "TN": 96772882, + "TP": 232008, + "n_pred": 253386, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9109990858038396, + "FN": 12914, + "FP": 4123, + "IoU": 0.8365457493452044, + "TN": 97016794, + "TP": 87194, + "n_pred": 91317, + "n_ref": 100108 + }, + "9": { + "Dice": 0.872270983107661, + "FN": 16337, + "FP": 6831, + "IoU": 0.7734756932222613, + "TN": 97018749, + "TP": 79108, + "n_pred": 85939, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9165292758615976, + "FN": 29528, + "FP": 1001, + "IoU": 0.8459197424004603, + "TN": 78858268, + "TP": 167608, + "n_pred": 168609, + "n_ref": 197136 + }, + "10": { + "Dice": 0.5509654460990993, + "FN": 53221, + "FP": 11638, + "IoU": 0.3802293358815098, + "TN": 78951755, + "TP": 39791, + "n_pred": 51429, + "n_ref": 93012 + }, + "11": { + "Dice": 0.0, + "FN": 3009, + "FP": 0, + "IoU": 0.0, + "TN": 79053396, + "TP": 0, + "n_pred": 0, + "n_ref": 3009 + }, + "12": { + "Dice": 0.0, + "FN": 3004, + "FP": 0, + "IoU": 0.0, + "TN": 79053401, + "TP": 0, + "n_pred": 0, + "n_ref": 3004 + }, + "13": { + "Dice": 0.521833676168087, + "FN": 38838, + "FP": 9978, + "IoU": 0.35302771261580057, + "TN": 78980952, + "TP": 26637, + "n_pred": 36615, + "n_ref": 65475 + }, + "14": { + "Dice": 0.549450356014399, + "FN": 6664, + "FP": 44527, + "IoU": 0.37878769492142467, + "TN": 78974000, + "TP": 31214, + "n_pred": 75741, + "n_ref": 37878 + }, + "15": { + "Dice": 0.37579195896251255, + "FN": 27470, + "FP": 9279, + "IoU": 0.23136935014954718, + "TN": 79008594, + "TP": 11062, + "n_pred": 20341, + "n_ref": 38532 + }, + "2": { + "Dice": 0.7387909813243828, + "FN": 16559, + "FP": 51458, + "IoU": 0.5857799701592522, + "TN": 78892200, + "TP": 96188, + "n_pred": 147646, + "n_ref": 112747 + }, + "3": { + "Dice": 0.5891962907037255, + "FN": 52315, + "FP": 43993, + "IoU": 0.41763165692102094, + "TN": 78891032, + "TP": 69065, + "n_pred": 113058, + "n_ref": 121380 + }, + "4": { + "Dice": 0.5181876883340508, + "FN": 3667, + "FP": 5287, + "IoU": 0.3496985983005302, + "TN": 79042636, + "TP": 4815, + "n_pred": 10102, + "n_ref": 8482 + }, + "5": { + "Dice": 0.4417337139890994, + "FN": 3256, + "FP": 1046, + "IoU": 0.28347768154563624, + "TN": 79050401, + "TP": 1702, + "n_pred": 2748, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9530771196774205, + "FN": 48907, + "FP": 76120, + "IoU": 0.9103603881345652, + "TN": 77661631, + "TP": 1269747, + "n_pred": 1345867, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.6926326412537217, + "FN": 211790, + "FP": 20900, + "IoU": 0.5297919032627014, + "TN": 78561539, + "TP": 262176, + "n_pred": 283076, + "n_ref": 473966 + }, + "8": { + "Dice": 0.8496005150867746, + "FN": 2497, + "FP": 7781, + "IoU": 0.7385265085987586, + "TN": 79017097, + "TP": 29030, + "n_pred": 36811, + "n_ref": 31527 + }, + "9": { + "Dice": 0.8190446865016743, + "FN": 18092, + "FP": 5415, + "IoU": 0.693544181680703, + "TN": 78979699, + "TP": 53199, + "n_pred": 58614, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9526699291215127, + "FN": 12856, + "FP": 9060, + "IoU": 0.9096176607651734, + "TN": 122469459, + "TP": 220565, + "n_pred": 229625, + "n_ref": 233421 + }, + "10": { + "Dice": 0.6999306496720591, + "FN": 33187, + "FP": 33014, + "IoU": 0.5383794714455059, + "TN": 122568530, + "TP": 77209, + "n_pred": 110223, + "n_ref": 110396 + }, + "11": { + "Dice": 0.0, + "FN": 4182, + "FP": 0, + "IoU": 0.0, + "TN": 122707758, + "TP": 0, + "n_pred": 0, + "n_ref": 4182 + }, + "12": { + "Dice": 0.0, + "FN": 6290, + "FP": 0, + "IoU": 0.0, + "TN": 122705650, + "TP": 0, + "n_pred": 0, + "n_ref": 6290 + }, + "13": { + "Dice": 0.3411992092479772, + "FN": 30586, + "FP": 59059, + "IoU": 0.20569028610921591, + "TN": 122599081, + "TP": 23214, + "n_pred": 82273, + "n_ref": 53800 + }, + "14": { + "Dice": 0.6845505740603309, + "FN": 13609, + "FP": 73103, + "IoU": 0.5203929247004945, + "TN": 122531142, + "TP": 94086, + "n_pred": 167189, + "n_ref": 107695 + }, + "15": { + "Dice": 0.7324446618564265, + "FN": 21143, + "FP": 735, + "IoU": 0.5778403828342081, + "TN": 122660116, + "TP": 29946, + "n_pred": 30681, + "n_ref": 51089 + }, + "2": { + "Dice": 0.6707143283811344, + "FN": 58342, + "FP": 18834, + "IoU": 0.5045674851548708, + "TN": 122556165, + "TP": 78599, + "n_pred": 97433, + "n_ref": 136941 + }, + "3": { + "Dice": 0.7318363880472348, + "FN": 15331, + "FP": 80342, + "IoU": 0.5770835727736471, + "TN": 122485718, + "TP": 130549, + "n_pred": 210891, + "n_ref": 145880 + }, + "4": { + "Dice": 0.6155774444489857, + "FN": 20291, + "FP": 36143, + "IoU": 0.44464563364758214, + "TN": 122610322, + "TP": 45184, + "n_pred": 81327, + "n_ref": 65475 + }, + "5": { + "Dice": 0.0, + "FN": 17209, + "FP": 198, + "IoU": 0.0, + "TN": 122694533, + "TP": 0, + "n_pred": 198, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9219580332443102, + "FN": 53448, + "FP": 227138, + "IoU": 0.8552153456686794, + "TN": 120773986, + "TP": 1657368, + "n_pred": 1884506, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.5513568234864037, + "FN": 272122, + "FP": 206504, + "IoU": 0.38060223002143057, + "TN": 121939212, + "TP": 294102, + "n_pred": 500606, + "n_ref": 566224 + }, + "8": { + "Dice": 0.8738049429121136, + "FN": 18821, + "FP": 15155, + "IoU": 0.7758912964611985, + "TN": 122560335, + "TP": 117629, + "n_pred": 132784, + "n_ref": 136450 + }, + "9": { + "Dice": 0.6962843396710399, + "FN": 19100, + "FP": 29445, + "IoU": 0.5340768396502577, + "TN": 122607749, + "TP": 55646, + "n_pred": 85091, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/loop_002/summary_cross_val.json b/nnActive_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/loop_002/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..b0019ab122a4f1790d3ad7d8b711f9958663a9b8 --- /dev/null +++ b/nnActive_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/loop_002/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.3133636558052766, + "FN": 1473.5022222222224, + "FP": 966.4155555555554, + "IoU": 0.255768209131575, + "TN": 689268.6088888888, + "TP": 3378.4066666666663, + "n_pred": 4344.822222222222, + "n_ref": 4851.90888888889 + }, + "mean": { + "1": { + "Dice": 0.36499964350698233, + "FN": 990.8666666666667, + "FP": 641.6666666666666, + "IoU": 0.3226710014271426, + "TN": 687826.2, + "TP": 5628.2, + "n_pred": 6269.866666666667, + "n_ref": 6619.066666666667 + }, + "10": { + "Dice": 0.3217174446554825, + "FN": 1724.8, + "FP": 2021.9333333333334, + "IoU": 0.23627579336010598, + "TN": 688912.5, + "TP": 2427.7, + "n_pred": 4449.633333333333, + "n_ref": 4152.5 + }, + "11": { + "Dice": 0.0, + "FN": 173.26666666666668, + "FP": 0.0, + "IoU": 0.0, + "TN": 694913.6666666666, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 173.26666666666668 + }, + "12": { + "Dice": 0.0, + "FN": 328.1666666666667, + "FP": 0.0, + "IoU": 0.0, + "TN": 694758.7666666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 328.1666666666667 + }, + "13": { + "Dice": 0.16671236322655114, + "FN": 2321.3333333333335, + "FP": 907.7666666666667, + "IoU": 0.11373729156765573, + "TN": 690869.3666666667, + "TP": 988.4666666666667, + "n_pred": 1896.2333333333333, + "n_ref": 3309.8 + }, + "14": { + "Dice": 0.4506526293631648, + "FN": 928.1333333333333, + "FP": 52.36666666666667, + "IoU": 0.3864524702810793, + "TN": 693213.7, + "TP": 892.7333333333333, + "n_pred": 945.1, + "n_ref": 1820.8666666666666 + }, + "15": { + "Dice": 0.09357704133925521, + "FN": 410.0, + "FP": 51.0, + "IoU": 0.061077043148623035, + "TN": 694443.3333333334, + "TP": 182.6, + "n_pred": 233.6, + "n_ref": 592.6 + }, + "2": { + "Dice": 0.2710659047887252, + "FN": 2562.3, + "FP": 862.1333333333333, + "IoU": 0.2323214710634855, + "TN": 687834.3666666667, + "TP": 3828.133333333333, + "n_pred": 4690.266666666666, + "n_ref": 6390.433333333333 + }, + "3": { + "Dice": 0.2850509253516622, + "FN": 730.5333333333333, + "FP": 2630.5666666666666, + "IoU": 0.23914244990926461, + "TN": 688969.0, + "TP": 2756.8333333333335, + "n_pred": 5387.4, + "n_ref": 3487.366666666667 + }, + "4": { + "Dice": 0.23513358692914402, + "FN": 150.2, + "FP": 811.8666666666667, + "IoU": 0.17849014853253364, + "TN": 693346.1, + "TP": 778.7666666666667, + "n_pred": 1590.6333333333334, + "n_ref": 928.9666666666667 + }, + "5": { + "Dice": 0.2384136502576667, + "FN": 221.0, + "FP": 259.1666666666667, + "IoU": 0.16026010629916163, + "TN": 694349.2333333333, + "TP": 257.53333333333336, + "n_pred": 516.7, + "n_ref": 478.53333333333336 + }, + "6": { + "Dice": 0.7140868961427904, + "FN": 2791.6, + "FP": 3959.9666666666667, + "IoU": 0.6119979237003073, + "TN": 668231.4, + "TP": 20103.966666666667, + "n_pred": 24063.933333333334, + "n_ref": 22895.566666666666 + }, + "7": { + "Dice": 0.4073507807826896, + "FN": 7846.633333333333, + "FP": 821.2, + "IoU": 0.31622874607540835, + "TN": 678807.6333333333, + "TP": 7611.466666666666, + "n_pred": 8432.666666666666, + "n_ref": 15458.1 + }, + "8": { + "Dice": 0.6992395709572021, + "FN": 272.1333333333333, + "FP": 285.2, + "IoU": 0.6158404794601966, + "TN": 691674.7666666667, + "TP": 2854.8333333333335, + "n_pred": 3140.0333333333333, + "n_ref": 3126.9666666666667 + }, + "9": { + "Dice": 0.45245439977783186, + "FN": 651.5666666666667, + "FP": 1191.4, + "IoU": 0.3620282121486606, + "TN": 690879.1, + "TP": 2364.866666666667, + "n_pred": 3556.266666666667, + "n_ref": 3016.4333333333334 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.36249476768522393, + "FN": 1520, + "FP": 3, + "IoU": 0.22137014314928424, + "TN": 523740, + "TP": 433, + "n_pred": 436, + "n_ref": 1953 + }, + "6": { + "Dice": 0.9233581988971644, + "FN": 6853, + "FP": 6226, + "IoU": 0.8576280411473358, + "TN": 433831, + "TP": 78786, + "n_pred": 85012, + "n_ref": 85639 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 850, + "IoU": 0.0, + "TN": 524846, + "TP": 0, + "n_pred": 850, + "n_ref": 0 + }, + "8": { + "Dice": 0.5891449363250455, + "FN": 224, + "FP": 2486, + "IoU": 0.41758005587792824, + "TN": 521043, + "TP": 1943, + "n_pred": 4429, + "n_ref": 2167 + }, + "9": { + "Dice": 0.7992475047466425, + "FN": 4275, + "FP": 7250, + "IoU": 0.6656221893405286, + "TN": 491229, + "TP": 22942, + "n_pred": 30192, + "n_ref": 27217 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.3739275702919274, + "FN": 15057, + "FP": 7054, + "IoU": 0.2299575120150449, + "TN": 496982, + "TP": 6603, + "n_pred": 13657, + "n_ref": 21660 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 88, + "FP": 0, + "IoU": 0.0, + "TN": 525608, + "TP": 0, + "n_pred": 0, + "n_ref": 88 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 31, + "IoU": 0.0, + "TN": 525665, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "14": { + "Dice": 0.4564948549828499, + "FN": 23288, + "FP": 5, + "IoU": 0.2957520786092215, + "TN": 492621, + "TP": 9782, + "n_pred": 9787, + "n_ref": 33070 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 338, + "IoU": 0.0, + "TN": 525358, + "TP": 0, + "n_pred": 338, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 693, + "IoU": 0.0, + "TN": 525003, + "TP": 0, + "n_pred": 693, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 525694, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 770, + "IoU": 0.0, + "TN": 524926, + "TP": 0, + "n_pred": 770, + "n_ref": 0 + }, + "6": { + "Dice": 0.6835314950670377, + "FN": 172, + "FP": 14840, + "IoU": 0.5192159877017679, + "TN": 494472, + "TP": 16212, + "n_pred": 31052, + "n_ref": 16384 + }, + "7": { + "Dice": 0.6323254129831801, + "FN": 21705, + "FP": 5204, + "IoU": 0.46233615728900257, + "TN": 475648, + "TP": 23139, + "n_pred": 28343, + "n_ref": 44844 + }, + "8": { + "Dice": 0.9178856047614244, + "FN": 940, + "FP": 688, + "IoU": 0.848233429663466, + "TN": 514969, + "TP": 9099, + "n_pred": 9787, + "n_ref": 10039 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 218, + "IoU": 0.0, + "TN": 525478, + "TP": 0, + "n_pred": 218, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 970, + "IoU": 0.0, + "TN": 699958, + "TP": 0, + "n_pred": 970, + "n_ref": 0 + }, + "10": { + "Dice": 0.49227500965623794, + "FN": 2981, + "FP": 2277, + "IoU": 0.3265018573075445, + "TN": 693121, + "TP": 2549, + "n_pred": 4826, + "n_ref": 5530 + }, + "11": { + "Dice": 0.0, + "FN": 380, + "FP": 0, + "IoU": 0.0, + "TN": 700548, + "TP": 0, + "n_pred": 0, + "n_ref": 380 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.702070178243146, + "FN": 11016, + "FP": 7621, + "IoU": 0.5409153611193221, + "TN": 660332, + "TP": 21959, + "n_pred": 29580, + "n_ref": 32975 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.12053684477082806, + "FN": 3444, + "FP": 29, + "IoU": 0.06413365669630827, + "TN": 697217, + "TP": 238, + "n_pred": 267, + "n_ref": 3682 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3776, + "IoU": 0.0, + "TN": 697152, + "TP": 0, + "n_pred": 3776, + "n_ref": 0 + }, + "4": { + "Dice": 0.6525505293551492, + "FN": 159, + "FP": 202, + "IoU": 0.48428571428571426, + "TN": 700228, + "TP": 339, + "n_pred": 541, + "n_ref": 498 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.828849959686286, + "FN": 1464, + "FP": 871, + "IoU": 0.7077231192890224, + "TN": 692939, + "TP": 5654, + "n_pred": 6525, + "n_ref": 7118 + }, + "7": { + "Dice": 0.47057486934787546, + "FN": 4274, + "FP": 386, + "IoU": 0.3076808795127024, + "TN": 694197, + "TP": 2071, + "n_pred": 2457, + "n_ref": 6345 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 688, + "IoU": 0.0, + "TN": 700240, + "TP": 0, + "n_pred": 688, + "n_ref": 0 + }, + "9": { + "Dice": 0.84767393989296, + "FN": 1078, + "FP": 402, + "IoU": 0.7356198642372276, + "TN": 695330, + "TP": 4118, + "n_pred": 4520, + "n_ref": 5196 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9353883435504848, + "FN": 14325, + "FP": 926, + "IoU": 0.8786192954809544, + "TN": 750514, + "TP": 110395, + "n_pred": 111321, + "n_ref": 124720 + }, + "10": { + "Dice": 0.0, + "FN": 30, + "FP": 0, + "IoU": 0.0, + "TN": 876130, + "TP": 0, + "n_pred": 0, + "n_ref": 30 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1027, + "FP": 0, + "IoU": 0.0, + "TN": 875133, + "TP": 0, + "n_pred": 0, + "n_ref": 1027 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 7711, + "IoU": 0.0, + "TN": 868449, + "TP": 0, + "n_pred": 7711, + "n_ref": 0 + }, + "3": { + "Dice": 0.3859122244215412, + "FN": 8970, + "FP": 27, + "IoU": 0.23908998646820026, + "TN": 864336, + "TP": 2827, + "n_pred": 2854, + "n_ref": 11797 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 25805, + "IoU": 0.0, + "TN": 850355, + "TP": 0, + "n_pred": 25805, + "n_ref": 0 + }, + "7": { + "Dice": 0.5382876354993913, + "FN": 23647, + "FP": 248, + "IoU": 0.36825824873096447, + "TN": 838336, + "TP": 13929, + "n_pred": 14177, + "n_ref": 37576 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 15, + "FP": 8, + "IoU": 0.0, + "TN": 876137, + "TP": 0, + "n_pred": 8, + "n_ref": 15 + }, + "10": { + "Dice": 0.0, + "FN": 150, + "FP": 235, + "IoU": 0.0, + "TN": 875775, + "TP": 0, + "n_pred": 235, + "n_ref": 150 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2705, + "FP": 0, + "IoU": 0.0, + "TN": 873455, + "TP": 0, + "n_pred": 0, + "n_ref": 2705 + }, + "13": { + "Dice": 0.012893982808022923, + "FN": 5511, + "FP": 1, + "IoU": 0.006488824801730353, + "TN": 870612, + "TP": 36, + "n_pred": 37, + "n_ref": 5547 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.014799588900308325, + "FN": 36552, + "FP": 1792, + "IoU": 0.00745495961896873, + "TN": 837528, + "TP": 288, + "n_pred": 2080, + "n_ref": 36840 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 36432, + "IoU": 0.0, + "TN": 839728, + "TP": 0, + "n_pred": 36432, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2932, + "IoU": 0.0, + "TN": 873228, + "TP": 0, + "n_pred": 2932, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6358104370274755, + "FN": 24, + "FP": 1951, + "IoU": 0.4660719113273858, + "TN": 872461, + "TP": 1724, + "n_pred": 3675, + "n_ref": 1748 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 629, + "IoU": 0.0, + "TN": 875531, + "TP": 0, + "n_pred": 629, + "n_ref": 0 + }, + "8": { + "Dice": 0.3022508038585209, + "FN": 21, + "FP": 196, + "IoU": 0.17803030303030304, + "TN": 875896, + "TP": 47, + "n_pred": 243, + "n_ref": 68 + }, + "9": { + "Dice": 0.8528760271525545, + "FN": 783, + "FP": 1276, + "IoU": 0.7434907188239691, + "TN": 868133, + "TP": 5968, + "n_pred": 7244, + "n_ref": 6751 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 667, + "IoU": 0.0, + "TN": 700261, + "TP": 0, + "n_pred": 667, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9772009777260992, + "FN": 3351, + "FP": 296, + "IoU": 0.955418372960088, + "TN": 619123, + "TP": 78158, + "n_pred": 78454, + "n_ref": 81509 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2273, + "IoU": 0.0, + "TN": 1049119, + "TP": 0, + "n_pred": 2273, + "n_ref": 0 + }, + "10": { + "Dice": 0.7193617218665924, + "FN": 2819, + "FP": 206, + "IoU": 0.5617212402202261, + "TN": 1044490, + "TP": 3877, + "n_pred": 4083, + "n_ref": 6696 + }, + "11": { + "Dice": 0.0, + "FN": 1867, + "FP": 0, + "IoU": 0.0, + "TN": 1049525, + "TP": 0, + "n_pred": 0, + "n_ref": 1867 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.01973628243300723, + "FN": 8363, + "FP": 3160, + "IoU": 0.009966491966663802, + "TN": 1039753, + "TP": 116, + "n_pred": 3276, + "n_ref": 8479 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8165226591430083, + "FN": 18374, + "FP": 6598, + "IoU": 0.6899351858749907, + "TN": 970854, + "TP": 55566, + "n_pred": 62164, + "n_ref": 73940 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 14718, + "IoU": 0.0, + "TN": 1036674, + "TP": 0, + "n_pred": 14718, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.4382425042428814, + "FN": 4618, + "FP": 1340, + "IoU": 0.28060854865974405, + "TN": 1043110, + "TP": 2324, + "n_pred": 3664, + "n_ref": 6942 + }, + "6": { + "Dice": 0.6906279563889018, + "FN": 24333, + "FP": 15563, + "IoU": 0.5274497494877232, + "TN": 966965, + "TP": 44531, + "n_pred": 60094, + "n_ref": 68864 + }, + "7": { + "Dice": 0.6090737316889819, + "FN": 15116, + "FP": 4125, + "IoU": 0.43789073911773296, + "TN": 1017162, + "TP": 14989, + "n_pred": 19114, + "n_ref": 30105 + }, + "8": { + "Dice": 0.9496552750359605, + "FN": 632, + "FP": 383, + "IoU": 0.9041367585946354, + "TN": 1040804, + "TP": 9573, + "n_pred": 9956, + "n_ref": 10205 + }, + "9": { + "Dice": 0.45847786166088556, + "FN": 556, + "FP": 4752, + "IoU": 0.2974189278623428, + "TN": 1043837, + "TP": 2247, + "n_pred": 6999, + "n_ref": 2803 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9174264017929024, + "FN": 3372, + "FP": 423, + "IoU": 0.847449451300398, + "TN": 851283, + "TP": 21082, + "n_pred": 21505, + "n_ref": 24454 + }, + "10": { + "Dice": 0.6185238723734104, + "FN": 12866, + "FP": 5343, + "IoU": 0.4477267902095781, + "TN": 843189, + "TP": 14762, + "n_pred": 20105, + "n_ref": 27628 + }, + "11": { + "Dice": 0.0, + "FN": 434, + "FP": 0, + "IoU": 0.0, + "TN": 875726, + "TP": 0, + "n_pred": 0, + "n_ref": 434 + }, + "12": { + "Dice": 0.0, + "FN": 2523, + "FP": 0, + "IoU": 0.0, + "TN": 873637, + "TP": 0, + "n_pred": 0, + "n_ref": 2523 + }, + "13": { + "Dice": 0.5315611624239693, + "FN": 900, + "FP": 9497, + "IoU": 0.36199067255768286, + "TN": 859864, + "TP": 5899, + "n_pred": 15396, + "n_ref": 6799 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9064497385241139, + "FN": 84, + "FP": 77, + "IoU": 0.8289054197662061, + "TN": 875219, + "TP": 780, + "n_pred": 857, + "n_ref": 864 + }, + "3": { + "Dice": 0.9334552938486165, + "FN": 246, + "FP": 336, + "IoU": 0.8752144082332761, + "TN": 871496, + "TP": 4082, + "n_pred": 4418, + "n_ref": 4328 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.23179633256186577, + "FN": 42, + "FP": 4273, + "IoU": 0.1310914216673379, + "TN": 871194, + "TP": 651, + "n_pred": 4924, + "n_ref": 693 + }, + "7": { + "Dice": 0.9426291065985363, + "FN": 6022, + "FP": 1770, + "IoU": 0.8914838799526495, + "TN": 804355, + "TP": 64013, + "n_pred": 65783, + "n_ref": 70035 + }, + "8": { + "Dice": 0.9318594791035736, + "FN": 1621, + "FP": 179, + "IoU": 0.872412815423873, + "TN": 862052, + "TP": 12308, + "n_pred": 12487, + "n_ref": 13929 + }, + "9": { + "Dice": 0.8748161027149927, + "FN": 940, + "FP": 2804, + "IoU": 0.7774872221561868, + "TN": 859334, + "TP": 13082, + "n_pred": 15886, + "n_ref": 14022 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.526595744680851, + "FN": 157, + "FP": 21, + "IoU": 0.3574007220216607, + "TN": 875883, + "TP": 99, + "n_pred": 120, + "n_ref": 256 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.35696017537449765, + "FN": 3440, + "FP": 80, + "IoU": 0.21725594841005114, + "TN": 871663, + "TP": 977, + "n_pred": 1057, + "n_ref": 4417 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 29, + "IoU": 0.0, + "TN": 876131, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.873868778280543, + "FN": 766, + "FP": 5032, + "IoU": 0.7759919638372677, + "TN": 850277, + "TP": 20085, + "n_pred": 25117, + "n_ref": 20851 + }, + "5": { + "Dice": 0.6297446296178949, + "FN": 465, + "FP": 5378, + "IoU": 0.45958194598594154, + "TN": 865348, + "TP": 4969, + "n_pred": 10347, + "n_ref": 5434 + }, + "6": { + "Dice": 0.9520466825156689, + "FN": 4700, + "FP": 847, + "IoU": 0.9084819587203643, + "TN": 815549, + "TP": 55064, + "n_pred": 55911, + "n_ref": 59764 + }, + "7": { + "Dice": 0.8089030899386369, + "FN": 3366, + "FP": 1897, + "IoU": 0.6791244970125594, + "TN": 859758, + "TP": 11139, + "n_pred": 13036, + "n_ref": 14505 + }, + "8": { + "Dice": 0.9199000203446973, + "FN": 4035, + "FP": 1477, + "IoU": 0.8516804348411054, + "TN": 838997, + "TP": 31651, + "n_pred": 33128, + "n_ref": 35686 + }, + "9": { + "Dice": 0.34834123222748814, + "FN": 238, + "FP": 312, + "IoU": 0.2109038737446198, + "TN": 875463, + "TP": 147, + "n_pred": 459, + "n_ref": 385 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 764, + "IoU": 0.0, + "TN": 700164, + "TP": 0, + "n_pred": 764, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9411499436302142, + "FN": 105, + "FP": 156, + "IoU": 0.8888415672913118, + "TN": 698580, + "TP": 2087, + "n_pred": 2243, + "n_ref": 2192 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 700926, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9805409466566491, + "FN": 1991, + "FP": 1117, + "IoU": 0.9618247475864102, + "TN": 619514, + "TP": 78306, + "n_pred": 79423, + "n_ref": 80297 + }, + "7": { + "Dice": 0.16789791806581597, + "FN": 1235, + "FP": 4, + "IoU": 0.09164222873900293, + "TN": 699564, + "TP": 125, + "n_pred": 129, + "n_ref": 1360 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.378461175916107, + "FN": 1743, + "FP": 3532, + "IoU": 0.23339630867606453, + "TN": 518815, + "TP": 1606, + "n_pred": 5138, + "n_ref": 3349 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8543014781009468, + "FN": 346, + "FP": 1793, + "IoU": 0.7456599286563614, + "TN": 517286, + "TP": 6271, + "n_pred": 8064, + "n_ref": 6617 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6205008488964346, + "FN": 4284, + "FP": 13598, + "IoU": 0.4498015445678594, + "TN": 668427, + "TP": 14619, + "n_pred": 28217, + "n_ref": 18903 + }, + "11": { + "Dice": 0.0, + "FN": 860, + "FP": 0, + "IoU": 0.0, + "TN": 700068, + "TP": 0, + "n_pred": 0, + "n_ref": 860 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 20691, + "FP": 1716, + "IoU": 0.0, + "TN": 678521, + "TP": 0, + "n_pred": 1716, + "n_ref": 20691 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8662525439284907, + "FN": 6381, + "FP": 3674, + "IoU": 0.7640612900955018, + "TN": 658311, + "TP": 32562, + "n_pred": 36236, + "n_ref": 38943 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 7480, + "IoU": 0.0, + "TN": 693448, + "TP": 0, + "n_pred": 7480, + "n_ref": 0 + }, + "4": { + "Dice": 0.5970819304152637, + "FN": 1773, + "FP": 22, + "IoU": 0.4256, + "TN": 697803, + "TP": 1330, + "n_pred": 1352, + "n_ref": 3103 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8684461206477575, + "FN": 611, + "FP": 6156, + "IoU": 0.7674810157028485, + "TN": 671825, + "TP": 22336, + "n_pred": 28492, + "n_ref": 22947 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1919, + "IoU": 0.0, + "TN": 699009, + "TP": 0, + "n_pred": 1919, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.5575488812739368, + "FN": 2015, + "FP": 4570, + "IoU": 0.3865287870318614, + "TN": 690194, + "TP": 4149, + "n_pred": 8719, + "n_ref": 6164 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 88, + "IoU": 0.0, + "TN": 525608, + "TP": 0, + "n_pred": 88, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.35991058122205666, + "FN": 1718, + "FP": 0, + "IoU": 0.2194457064970468, + "TN": 523495, + "TP": 483, + "n_pred": 483, + "n_ref": 2201 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 744, + "IoU": 0.0, + "TN": 524952, + "TP": 0, + "n_pred": 744, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 74, + "IoU": 0.0, + "TN": 525622, + "TP": 0, + "n_pred": 74, + "n_ref": 0 + }, + "3": { + "Dice": 0.3968624125503498, + "FN": 2810, + "FP": 35, + "IoU": 0.24755355725998412, + "TN": 521915, + "TP": 936, + "n_pred": 971, + "n_ref": 3746 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 284, + "IoU": 0.0, + "TN": 525412, + "TP": 0, + "n_pred": 284, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8971819196428571, + "FN": 40, + "FP": 1434, + "IoU": 0.8135357368753953, + "TN": 517791, + "TP": 6431, + "n_pred": 7865, + "n_ref": 6471 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 136, + "IoU": 0.0, + "TN": 525560, + "TP": 0, + "n_pred": 136, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 700924, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9410315719907477, + "FN": 2976, + "FP": 950, + "IoU": 0.888630432315897, + "TN": 665676, + "TP": 31326, + "n_pred": 32276, + "n_ref": 34302 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 174, + "IoU": 0.0, + "TN": 700754, + "TP": 0, + "n_pred": 174, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 261, + "IoU": 0.0, + "TN": 700667, + "TP": 0, + "n_pred": 261, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 343, + "IoU": 0.0, + "TN": 700585, + "TP": 0, + "n_pred": 343, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1686, + "IoU": 0.0, + "TN": 699242, + "TP": 0, + "n_pred": 1686, + "n_ref": 0 + }, + "3": { + "Dice": 0.6159115153556791, + "FN": 2172, + "FP": 4669, + "IoU": 0.44499432094759045, + "TN": 688602, + "TP": 5485, + "n_pred": 10154, + "n_ref": 7657 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6660268714011516, + "FN": 368, + "FP": 676, + "IoU": 0.49928057553956834, + "TN": 698843, + "TP": 1041, + "n_pred": 1717, + "n_ref": 1409 + }, + "7": { + "Dice": 0.0, + "FN": 42474, + "FP": 1076, + "IoU": 0.0, + "TN": 657378, + "TP": 0, + "n_pred": 1076, + "n_ref": 42474 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 15247, + "IoU": 0.0, + "TN": 685681, + "TP": 0, + "n_pred": 15247, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 84, + "FP": 0, + "IoU": 0.0, + "TN": 700844, + "TP": 0, + "n_pred": 0, + "n_ref": 84 + }, + "15": { + "Dice": 0.0, + "FN": 153, + "FP": 0, + "IoU": 0.0, + "TN": 700775, + "TP": 0, + "n_pred": 0, + "n_ref": 153 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.020378457059679767, + "FN": 364, + "FP": 3674, + "IoU": 0.010294117647058823, + "TN": 696848, + "TP": 42, + "n_pred": 3716, + "n_ref": 406 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 12043, + "IoU": 0.0, + "TN": 688885, + "TP": 0, + "n_pred": 12043, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9399172526122144, + "FN": 5004, + "FP": 3259, + "IoU": 0.8866451745661568, + "TN": 628033, + "TP": 64632, + "n_pred": 67891, + "n_ref": 69636 + }, + "7": { + "Dice": 0.5126295780995865, + "FN": 49338, + "FP": 404, + "IoU": 0.3446549498036942, + "TN": 625026, + "TP": 26160, + "n_pred": 26564, + "n_ref": 75498 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2843, + "IoU": 0.0, + "TN": 698085, + "TP": 0, + "n_pred": 2843, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 31, + "IoU": 0.0, + "TN": 700897, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 66, + "IoU": 0.0, + "TN": 700862, + "TP": 0, + "n_pred": 66, + "n_ref": 0 + }, + "3": { + "Dice": 0.9652134043019756, + "FN": 2960, + "FP": 530, + "IoU": 0.932765662325653, + "TN": 649020, + "TP": 48418, + "n_pred": 48948, + "n_ref": 51378 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.17216411906677392, + "FN": 140, + "FP": 889, + "IoU": 0.09419014084507042, + "TN": 699792, + "TP": 107, + "n_pred": 996, + "n_ref": 247 + }, + "7": { + "Dice": 0.0, + "FN": 27060, + "FP": 0, + "IoU": 0.0, + "TN": 673868, + "TP": 0, + "n_pred": 0, + "n_ref": 27060 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.33930293428846947, + "FN": 6553, + "FP": 3039, + "IoU": 0.2043135628369971, + "TN": 688873, + "TP": 2463, + "n_pred": 5502, + "n_ref": 9016 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 9123, + "IoU": 0.0, + "TN": 691805, + "TP": 0, + "n_pred": 9123, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1551, + "IoU": 0.0, + "TN": 699377, + "TP": 0, + "n_pred": 1551, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 536, + "IoU": 0.0, + "TN": 700392, + "TP": 0, + "n_pred": 536, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4039, + "IoU": 0.0, + "TN": 696889, + "TP": 0, + "n_pred": 4039, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 575, + "IoU": 0.0, + "TN": 700353, + "TP": 0, + "n_pred": 575, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6954710468368743, + "FN": 7228, + "FP": 13240, + "IoU": 0.5331204379562043, + "TN": 657088, + "TP": 23372, + "n_pred": 36612, + "n_ref": 30600 + }, + "7": { + "Dice": 0.7580100919419249, + "FN": 37484, + "FP": 1601, + "IoU": 0.6103190428713858, + "TN": 600628, + "TP": 61215, + "n_pred": 62816, + "n_ref": 98699 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7014471604037456, + "FN": 2434, + "FP": 21, + "IoU": 0.5401760629331336, + "TN": 520357, + "TP": 2884, + "n_pred": 2905, + "n_ref": 5318 + }, + "10": { + "Dice": 0.6969185574098381, + "FN": 3313, + "FP": 6385, + "IoU": 0.5348234842670759, + "TN": 504848, + "TP": 11150, + "n_pred": 17535, + "n_ref": 14463 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3502, + "FP": 0, + "IoU": 0.0, + "TN": 522194, + "TP": 0, + "n_pred": 0, + "n_ref": 3502 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 554, + "IoU": 0.0, + "TN": 525142, + "TP": 0, + "n_pred": 554, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3359, + "IoU": 0.0, + "TN": 522337, + "TP": 0, + "n_pred": 3359, + "n_ref": 0 + }, + "3": { + "Dice": 0.8901928986002049, + "FN": 3406, + "FP": 1740, + "IoU": 0.8021149778888675, + "TN": 499691, + "TP": 20859, + "n_pred": 22599, + "n_ref": 24265 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6151533373421527, + "FN": 585, + "FP": 1975, + "IoU": 0.4442032132001737, + "TN": 521090, + "TP": 2046, + "n_pred": 4021, + "n_ref": 2631 + }, + "7": { + "Dice": 0.7742291854976399, + "FN": 2045, + "FP": 2451, + "IoU": 0.6316263826300696, + "TN": 513491, + "TP": 7709, + "n_pred": 10160, + "n_ref": 9754 + }, + "8": { + "Dice": 0.9536957526917234, + "FN": 377, + "FP": 1025, + "IoU": 0.911489898989899, + "TN": 509856, + "TP": 14438, + "n_pred": 15463, + "n_ref": 14815 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9103989535644212, + "FN": 51, + "FP": 86, + "IoU": 0.8355342136854742, + "TN": 700095, + "TP": 696, + "n_pred": 782, + "n_ref": 747 + }, + "10": { + "Dice": 0.7776583446569453, + "FN": 10087, + "FP": 876, + "IoU": 0.6362037497926, + "TN": 670793, + "TP": 19172, + "n_pred": 20048, + "n_ref": 29259 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.017415996213913865, + "FN": 18001, + "FP": 2761, + "IoU": 0.008784493459371719, + "TN": 679982, + "TP": 184, + "n_pred": 2945, + "n_ref": 18185 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7992953869866785, + "FN": 12034, + "FP": 727, + "IoU": 0.6656886117733358, + "TN": 662757, + "TP": 25410, + "n_pred": 26137, + "n_ref": 37444 + }, + "3": { + "Dice": 0.06783767413688674, + "FN": 988, + "FP": 551, + "IoU": 0.03510971786833856, + "TN": 699333, + "TP": 56, + "n_pred": 607, + "n_ref": 1044 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 700914, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.725963031193724, + "FN": 8801, + "FP": 4438, + "IoU": 0.5698131600324939, + "TN": 670153, + "TP": 17536, + "n_pred": 21974, + "n_ref": 26337 + }, + "7": { + "Dice": 0.7104026536441537, + "FN": 1633, + "FP": 1510, + "IoU": 0.5508716776221778, + "TN": 693930, + "TP": 3855, + "n_pred": 5365, + "n_ref": 5488 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 7279, + "IoU": 0.0, + "TN": 693649, + "TP": 0, + "n_pred": 7279, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 6280, + "IoU": 0.0, + "TN": 694648, + "TP": 0, + "n_pred": 6280, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7017266376696981, + "FN": 6610, + "FP": 179, + "IoU": 0.5405076142131979, + "TN": 686153, + "TP": 7986, + "n_pred": 8165, + "n_ref": 14596 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8556183482027597, + "FN": 4367, + "FP": 666, + "IoU": 0.7476687055048631, + "TN": 680982, + "TP": 14913, + "n_pred": 15579, + "n_ref": 19280 + }, + "15": { + "Dice": 0.46788520669627603, + "FN": 12147, + "FP": 313, + "IoU": 0.30538521574311517, + "TN": 682990, + "TP": 5478, + "n_pred": 5791, + "n_ref": 17625 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 217, + "IoU": 0.0, + "TN": 700711, + "TP": 0, + "n_pred": 217, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9825610363726955, + "FN": 160, + "FP": 365, + "IoU": 0.9657198824681684, + "TN": 685613, + "TP": 14790, + "n_pred": 15155, + "n_ref": 14950 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 1657, + "FP": 0, + "IoU": 0.0, + "TN": 874503, + "TP": 0, + "n_pred": 0, + "n_ref": 1657 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 42, + "IoU": 0.0, + "TN": 876118, + "TP": 0, + "n_pred": 42, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.08450704225352113, + "FN": 65, + "FP": 0, + "IoU": 0.04411764705882353, + "TN": 876092, + "TP": 3, + "n_pred": 3, + "n_ref": 68 + }, + "5": { + "Dice": 0.0, + "FN": 27, + "FP": 0, + "IoU": 0.0, + "TN": 876133, + "TP": 0, + "n_pred": 0, + "n_ref": 27 + }, + "6": { + "Dice": 0.8703309012274615, + "FN": 10965, + "FP": 14040, + "IoU": 0.7704299446387749, + "TN": 767239, + "TP": 83916, + "n_pred": 97956, + "n_ref": 94881 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 562, + "IoU": 0.0, + "TN": 875598, + "TP": 0, + "n_pred": 562, + "n_ref": 0 + }, + "8": { + "Dice": 0.5308219178082192, + "FN": 274, + "FP": 0, + "IoU": 0.3613053613053613, + "TN": 875731, + "TP": 155, + "n_pred": 155, + "n_ref": 429 + }, + "9": { + "Dice": 0.6904712476645215, + "FN": 9662, + "FP": 6739, + "IoU": 0.5272669625871909, + "TN": 841466, + "TP": 18293, + "n_pred": 25032, + "n_ref": 27955 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.33896775604287477, + "FN": 1250.2955555555557, + "FP": 884.3599999999999, + "IoU": 0.2839118611205093, + "TN": 707651.5177777777, + "TP": 2823.96, + "n_pred": 3708.32, + "n_ref": 4074.2555555555564 + }, + "mean": { + "1": { + "Dice": 0.34021516263868185, + "FN": 4730.533333333334, + "FP": 386.3333333333333, + "IoU": 0.3142300521566508, + "TN": 704536.9, + "TP": 2956.366666666667, + "n_pred": 3342.7, + "n_ref": 7686.9 + }, + "10": { + "Dice": 0.4682534622948449, + "FN": 923.2333333333333, + "FP": 488.9, + "IoU": 0.375878170792921, + "TN": 709395.8666666667, + "TP": 1802.1333333333334, + "n_pred": 2291.0333333333333, + "n_ref": 2725.366666666667 + }, + "11": { + "Dice": 0.0, + "FN": 140.0, + "FP": 0.0, + "IoU": 0.0, + "TN": 712470.1333333333, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 140.0 + }, + "12": { + "Dice": 0.24100596062007948, + "FN": 185.5, + "FP": 90.96666666666667, + "IoU": 0.172516908433551, + "TN": 712252.2666666667, + "TP": 81.4, + "n_pred": 172.36666666666667, + "n_ref": 266.9 + }, + "13": { + "Dice": 0.29468614323782916, + "FN": 1497.3333333333333, + "FP": 785.5333333333333, + "IoU": 0.2056513305600284, + "TN": 709390.2, + "TP": 937.0666666666667, + "n_pred": 1722.6, + "n_ref": 2434.4 + }, + "14": { + "Dice": 0.18098713533217445, + "FN": 589.0, + "FP": 489.4, + "IoU": 0.14783469578938954, + "TN": 710879.8333333334, + "TP": 651.9, + "n_pred": 1141.3, + "n_ref": 1240.9 + }, + "15": { + "Dice": 0.3256754479582093, + "FN": 183.66666666666666, + "FP": 24.1, + "IoU": 0.24148271553519368, + "TN": 712209.1, + "TP": 193.26666666666668, + "n_pred": 217.36666666666667, + "n_ref": 376.93333333333334 + }, + "2": { + "Dice": 0.25444508299283813, + "FN": 1160.1, + "FP": 1244.5333333333333, + "IoU": 0.1934407361902301, + "TN": 709655.8666666667, + "TP": 549.6333333333333, + "n_pred": 1794.1666666666667, + "n_ref": 1709.7333333333333 + }, + "3": { + "Dice": 0.2747763650166749, + "FN": 1265.2333333333333, + "FP": 892.2, + "IoU": 0.23415509620492675, + "TN": 707954.7333333333, + "TP": 2497.9666666666667, + "n_pred": 3390.1666666666665, + "n_ref": 3763.2 + }, + "4": { + "Dice": 0.2808669871900823, + "FN": 459.93333333333334, + "FP": 401.3333333333333, + "IoU": 0.24266261120106095, + "TN": 711038.0333333333, + "TP": 710.8333333333334, + "n_pred": 1112.1666666666667, + "n_ref": 1170.7666666666667 + }, + "5": { + "Dice": 0.2643914473684211, + "FN": 70.43333333333334, + "FP": 100.26666666666667, + "IoU": 0.21908006814310052, + "TN": 712246.5333333333, + "TP": 192.9, + "n_pred": 293.1666666666667, + "n_ref": 263.3333333333333 + }, + "6": { + "Dice": 0.5903912465671609, + "FN": 1067.6, + "FP": 6867.266666666666, + "IoU": 0.5410253167417972, + "TN": 678472.7, + "TP": 26202.566666666666, + "n_pred": 33069.833333333336, + "n_ref": 27270.166666666668 + }, + "7": { + "Dice": 0.2961761983800412, + "FN": 4999.366666666667, + "FP": 824.8666666666667, + "IoU": 0.2466210550851806, + "TN": 705613.4, + "TP": 1172.5, + "n_pred": 1997.3666666666666, + "n_ref": 6171.866666666667 + }, + "8": { + "Dice": 0.8678848517988491, + "FN": 270.23333333333335, + "FP": 274.3, + "IoU": 0.781866925279373, + "TN": 708967.4, + "TP": 3098.2, + "n_pred": 3372.5, + "n_ref": 3368.4333333333334 + }, + "9": { + "Dice": 0.4047608492472333, + "FN": 1212.2666666666667, + "FP": 395.4, + "IoU": 0.34223223469423714, + "TN": 709689.8, + "TP": 1312.6666666666667, + "n_pred": 1708.0666666666666, + "n_ref": 2524.9333333333334 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 992, + "IoU": 0.0, + "TN": 699936, + "TP": 0, + "n_pred": 992, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 977, + "IoU": 0.0, + "TN": 699951, + "TP": 0, + "n_pred": 977, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 700923, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 525694, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 859, + "IoU": 0.0, + "TN": 524837, + "TP": 0, + "n_pred": 859, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6127167630057804, + "FN": 67, + "FP": 0, + "IoU": 0.44166666666666665, + "TN": 525576, + "TP": 53, + "n_pred": 53, + "n_ref": 120 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 355, + "IoU": 0.0, + "TN": 525341, + "TP": 0, + "n_pred": 355, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 791, + "IoU": 0.0, + "TN": 524905, + "TP": 0, + "n_pred": 791, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 453, + "IoU": 0.0, + "TN": 525243, + "TP": 0, + "n_pred": 453, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8780832023607146, + "FN": 2276, + "FP": 1525, + "IoU": 0.7826633884155755, + "TN": 508207, + "TP": 13688, + "n_pred": 15213, + "n_ref": 15964 + }, + "9": { + "Dice": 0.15051637002856516, + "FN": 14179, + "FP": 9017, + "IoU": 0.0813829155280979, + "TN": 500445, + "TP": 2055, + "n_pred": 11072, + "n_ref": 16234 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 7951, + "IoU": 0.0, + "TN": 868209, + "TP": 0, + "n_pred": 7951, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 19019, + "IoU": 0.0, + "TN": 857141, + "TP": 0, + "n_pred": 19019, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 119030, + "FP": 0, + "IoU": 0.0, + "TN": 581898, + "TP": 0, + "n_pred": 0, + "n_ref": 119030 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 915, + "IoU": 0.0, + "TN": 700013, + "TP": 0, + "n_pred": 915, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1197, + "IoU": 0.0, + "TN": 699731, + "TP": 0, + "n_pred": 1197, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5002737663404284, + "FN": 29056, + "FP": 150, + "IoU": 0.3335767256132345, + "TN": 657103, + "TP": 14619, + "n_pred": 14769, + "n_ref": 43675 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6412, + "IoU": 0.0, + "TN": 694516, + "TP": 0, + "n_pred": 6412, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 7525, + "IoU": 0.0, + "TN": 693403, + "TP": 0, + "n_pred": 7525, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9382720070350858, + "FN": 6665, + "FP": 916, + "IoU": 0.8837216436339095, + "TN": 635731, + "TP": 57616, + "n_pred": 58532, + "n_ref": 64281 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8348140626983119, + "FN": 3116, + "FP": 2090, + "IoU": 0.7164642448668374, + "TN": 507335, + "TP": 13155, + "n_pred": 15245, + "n_ref": 16271 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9677451826287029, + "FN": 2539, + "FP": 1947, + "IoU": 0.9375060947578118, + "TN": 453913, + "TP": 67297, + "n_pred": 69244, + "n_ref": 69836 + }, + "7": { + "Dice": 0.2595285305133289, + "FN": 136, + "FP": 3225, + "IoU": 0.14911392405063292, + "TN": 521746, + "TP": 589, + "n_pred": 3814, + "n_ref": 725 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.002138790138443308, + "FN": 34517, + "FP": 8, + "IoU": 0.0010705398993113824, + "TN": 841598, + "TP": 37, + "n_pred": 45, + "n_ref": 34554 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 503, + "IoU": 0.0, + "TN": 875657, + "TP": 0, + "n_pred": 503, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.7659574468085106, + "FN": 43, + "FP": 12, + "IoU": 0.6206896551724138, + "TN": 876015, + "TP": 90, + "n_pred": 102, + "n_ref": 133 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 30298, + "IoU": 0.0, + "TN": 845862, + "TP": 0, + "n_pred": 30298, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.5540687160940325, + "FN": 742, + "FP": 491, + "IoU": 0.38319159579789897, + "TN": 874161, + "TP": 766, + "n_pred": 1257, + "n_ref": 1508 + }, + "9": { + "Dice": 0.5394352482960078, + "FN": 4187, + "FP": 70, + "IoU": 0.36933333333333335, + "TN": 869410, + "TP": 2493, + "n_pred": 2563, + "n_ref": 6680 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 787, + "IoU": 0.0, + "TN": 700141, + "TP": 0, + "n_pred": 787, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9736658716370739, + "FN": 2492, + "FP": 191, + "IoU": 0.9486831283591225, + "TN": 648645, + "TP": 49600, + "n_pred": 49791, + "n_ref": 52092 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8167195877361928, + "FN": 6552, + "FP": 490, + "IoU": 0.6902164349815239, + "TN": 1028660, + "TP": 15690, + "n_pred": 16180, + "n_ref": 22242 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7136962230251338, + "FN": 11251, + "FP": 3250, + "IoU": 0.5548426707597851, + "TN": 1018817, + "TP": 18074, + "n_pred": 21324, + "n_ref": 29325 + }, + "14": { + "Dice": 0.22014695425456268, + "FN": 16438, + "FP": 13, + "IoU": 0.12368827571512278, + "TN": 1032619, + "TP": 2322, + "n_pred": 2335, + "n_ref": 18760 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 1051366, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.7945945945945946, + "FN": 76, + "FP": 0, + "IoU": 0.6591928251121076, + "TN": 1051169, + "TP": 147, + "n_pred": 147, + "n_ref": 223 + }, + "9": { + "Dice": 0.0, + "FN": 7641, + "FP": 59, + "IoU": 0.0, + "TN": 1043692, + "TP": 0, + "n_pred": 59, + "n_ref": 7641 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7132579650565262, + "FN": 8, + "FP": 271, + "IoU": 0.5543130990415336, + "TN": 875534, + "TP": 347, + "n_pred": 618, + "n_ref": 355 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.05866688857451943, + "FN": 90470, + "FP": 26, + "IoU": 0.030219897981053623, + "TN": 607612, + "TP": 2820, + "n_pred": 2846, + "n_ref": 93290 + }, + "10": { + "Dice": 0.12246648793565684, + "FN": 6576, + "FP": 1607, + "IoU": 0.06522732465158784, + "TN": 692174, + "TP": 571, + "n_pred": 2178, + "n_ref": 7147 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.022623215728521412, + "FN": 3511, + "FP": 118, + "IoU": 0.011441024244075185, + "TN": 697257, + "TP": 42, + "n_pred": 160, + "n_ref": 3553 + }, + "13": { + "Dice": 0.025632768725446, + "FN": 84, + "FP": 15045, + "IoU": 0.012982776617954071, + "TN": 685600, + "TP": 199, + "n_pred": 15244, + "n_ref": 283 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 13279, + "IoU": 0.0, + "TN": 687649, + "TP": 0, + "n_pred": 13279, + "n_ref": 0 + }, + "3": { + "Dice": 0.21347336660090518, + "FN": 13909, + "FP": 13201, + "IoU": 0.11949072720776902, + "TN": 670139, + "TP": 3679, + "n_pred": 16880, + "n_ref": 17588 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 368, + "IoU": 0.0, + "TN": 700560, + "TP": 0, + "n_pred": 368, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7402801130973069, + "FN": 8286, + "FP": 102310, + "IoU": 0.5876545419295185, + "TN": 432716, + "TP": 157616, + "n_pred": 259926, + "n_ref": 165902 + }, + "7": { + "Dice": 0.010370021211407024, + "FN": 16462, + "FP": 334, + "IoU": 0.005212035062781332, + "TN": 684044, + "TP": 88, + "n_pred": 422, + "n_ref": 16550 + }, + "8": { + "Dice": 0.8926333215088093, + "FN": 130, + "FP": 1686, + "IoU": 0.806086492258409, + "TN": 691563, + "TP": 7549, + "n_pred": 9235, + "n_ref": 7679 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 135, + "IoU": 0.0, + "TN": 525561, + "TP": 0, + "n_pred": 135, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2216, + "IoU": 0.0, + "TN": 523480, + "TP": 0, + "n_pred": 2216, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6824482167886622, + "FN": 948, + "FP": 1091, + "IoU": 0.5179669030732861, + "TN": 521466, + "TP": 2191, + "n_pred": 3282, + "n_ref": 3139 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.00023228803716608595, + "FN": 8605, + "FP": 3, + "IoU": 0.00011615750958299454, + "TN": 517087, + "TP": 1, + "n_pred": 4, + "n_ref": 8606 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 525687, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 26827, + "IoU": 0.0, + "TN": 498869, + "TP": 0, + "n_pred": 26827, + "n_ref": 0 + }, + "7": { + "Dice": 0.012726054922973878, + "FN": 668, + "FP": 11124, + "IoU": 0.0064037748567576675, + "TN": 513828, + "TP": 76, + "n_pred": 11200, + "n_ref": 744 + }, + "8": { + "Dice": 0.913384805034711, + "FN": 8, + "FP": 1327, + "IoU": 0.840577979460234, + "TN": 517322, + "TP": 7039, + "n_pred": 8366, + "n_ref": 7047 + }, + "9": { + "Dice": 0.6271604938271605, + "FN": 126, + "FP": 25, + "IoU": 0.4568345323741007, + "TN": 525418, + "TP": 127, + "n_pred": 152, + "n_ref": 253 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 700927, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9376854599406528, + "FN": 9, + "FP": 33, + "IoU": 0.88268156424581, + "TN": 700570, + "TP": 316, + "n_pred": 349, + "n_ref": 325 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9740147710487445, + "FN": 586, + "FP": 1613, + "IoU": 0.9493458030037778, + "TN": 657516, + "TP": 41213, + "n_pred": 42826, + "n_ref": 41799 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8348855521464064, + "FN": 12017, + "FP": 145, + "IoU": 0.7165695642041482, + "TN": 658018, + "TP": 30748, + "n_pred": 30893, + "n_ref": 42765 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2852, + "IoU": 0.0, + "TN": 698076, + "TP": 0, + "n_pred": 2852, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 16, + "FP": 0, + "IoU": 0.0, + "TN": 700912, + "TP": 0, + "n_pred": 0, + "n_ref": 16 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8510121875645528, + "FN": 6551, + "FP": 10759, + "IoU": 0.740662501685469, + "TN": 634181, + "TP": 49437, + "n_pred": 60196, + "n_ref": 55988 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 262, + "IoU": 0.0, + "TN": 700666, + "TP": 0, + "n_pred": 262, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.938508064516129, + "FN": 231, + "FP": 13, + "IoU": 0.8841405508072174, + "TN": 523590, + "TP": 1862, + "n_pred": 1875, + "n_ref": 2093 + }, + "10": { + "Dice": 0.8263669655259502, + "FN": 634, + "FP": 741, + "IoU": 0.7041101786098558, + "TN": 521049, + "TP": 3272, + "n_pred": 4013, + "n_ref": 3906 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5004142502071252, + "FN": 1488, + "FP": 1527, + "IoU": 0.33370165745856356, + "TN": 521171, + "TP": 1510, + "n_pred": 3037, + "n_ref": 2998 + }, + "13": { + "Dice": 0.49456210646823123, + "FN": 521, + "FP": 1245, + "IoU": 0.3285171102661597, + "TN": 523066, + "TP": 864, + "n_pred": 2109, + "n_ref": 1385 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 546, + "IoU": 0.0, + "TN": 525150, + "TP": 0, + "n_pred": 546, + "n_ref": 0 + }, + "3": { + "Dice": 0.9248407643312102, + "FN": 1248, + "FP": 994, + "IoU": 0.8601895734597157, + "TN": 509660, + "TP": 13794, + "n_pred": 14788, + "n_ref": 15042 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 1312, + "IoU": 0.0, + "TN": 524384, + "TP": 0, + "n_pred": 1312, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.880900822867042, + "FN": 112, + "FP": 988, + "IoU": 0.7871517027863777, + "TN": 520528, + "TP": 4068, + "n_pred": 5056, + "n_ref": 4180 + }, + "8": { + "Dice": 0.9531464659927413, + "FN": 662, + "FP": 1623, + "IoU": 0.9104869354017315, + "TN": 500169, + "TP": 23242, + "n_pred": 24865, + "n_ref": 23904 + }, + "9": { + "Dice": 0.0, + "FN": 2, + "FP": 0, + "IoU": 0.0, + "TN": 525694, + "TP": 0, + "n_pred": 0, + "n_ref": 2 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 265, + "IoU": 0.0, + "TN": 525431, + "TP": 0, + "n_pred": 265, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 525672, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 245, + "IoU": 0.0, + "TN": 525451, + "TP": 0, + "n_pred": 245, + "n_ref": 0 + }, + "8": { + "Dice": 0.8777853640369934, + "FN": 1278, + "FP": 691, + "IoU": 0.7821902654867257, + "TN": 516656, + "TP": 7071, + "n_pred": 7762, + "n_ref": 8349 + }, + "9": { + "Dice": 0.0, + "FN": 4485, + "FP": 0, + "IoU": 0.0, + "TN": 521211, + "TP": 0, + "n_pred": 0, + "n_ref": 4485 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 509, + "IoU": 0.0, + "TN": 875651, + "TP": 0, + "n_pred": 509, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8501847322683042, + "FN": 2601, + "FP": 278, + "IoU": 0.7394098479362781, + "TN": 865112, + "TP": 8169, + "n_pred": 8447, + "n_ref": 10770 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9904510818892068, + "FN": 914, + "FP": 2056, + "IoU": 0.9810828025477707, + "TN": 719160, + "TP": 154030, + "n_pred": 156086, + "n_ref": 154944 + }, + "7": { + "Dice": 0.0, + "FN": 14, + "FP": 1059, + "IoU": 0.0, + "TN": 875087, + "TP": 0, + "n_pred": 1059, + "n_ref": 14 + }, + "8": { + "Dice": 0.9540535946971843, + "FN": 254, + "FP": 557, + "IoU": 0.9121438630700899, + "TN": 866929, + "TP": 8420, + "n_pred": 8977, + "n_ref": 8674 + }, + "9": { + "Dice": 0.949290060851927, + "FN": 571, + "FP": 29, + "IoU": 0.9034749034749034, + "TN": 869944, + "TP": 5616, + "n_pred": 5645, + "n_ref": 6187 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7555301514718491, + "FN": 54, + "FP": 4223, + "IoU": 0.6071100496049973, + "TN": 865274, + "TP": 6609, + "n_pred": 10832, + "n_ref": 6663 + }, + "11": { + "Dice": 0.0, + "FN": 3070, + "FP": 0, + "IoU": 0.0, + "TN": 873090, + "TP": 0, + "n_pred": 0, + "n_ref": 3070 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 814, + "IoU": 0.0, + "TN": 875346, + "TP": 0, + "n_pred": 814, + "n_ref": 0 + }, + "13": { + "Dice": 0.2720018414793217, + "FN": 18944, + "FP": 32, + "IoU": 0.1574086408241197, + "TN": 853639, + "TP": 3545, + "n_pred": 3577, + "n_ref": 22489 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.2349423323366083, + "FN": 3568, + "FP": 14, + "IoU": 0.13310745401742496, + "TN": 872028, + "TP": 550, + "n_pred": 564, + "n_ref": 4118 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 222, + "IoU": 0.0, + "TN": 875938, + "TP": 0, + "n_pred": 222, + "n_ref": 0 + }, + "4": { + "Dice": 0.00020312817387771684, + "FN": 8065, + "FP": 1779, + "IoU": 0.00010157440325038091, + "TN": 866315, + "TP": 1, + "n_pred": 1780, + "n_ref": 8066 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9804710927010011, + "FN": 3581, + "FP": 4462, + "IoU": 0.9616903313693456, + "TN": 666213, + "TP": 201904, + "n_pred": 206366, + "n_ref": 205485 + }, + "7": { + "Dice": 0.6930068121065793, + "FN": 11260, + "FP": 6541, + "IoU": 0.5302298577573694, + "TN": 838267, + "TP": 20092, + "n_pred": 26633, + "n_ref": 31352 + }, + "8": { + "Dice": 0.9546362761784948, + "FN": 1599, + "FP": 240, + "IoU": 0.9132096842701402, + "TN": 854971, + "TP": 19350, + "n_pred": 19590, + "n_ref": 20949 + }, + "9": { + "Dice": 0.9348088531187123, + "FN": 1727, + "FP": 541, + "IoU": 0.8775972799395542, + "TN": 857631, + "TP": 16261, + "n_pred": 16802, + "n_ref": 17988 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.4914637559473832, + "FN": 1817, + "FP": 0, + "IoU": 0.32578849721706865, + "TN": 698233, + "TP": 878, + "n_pred": 878, + "n_ref": 2695 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 704, + "IoU": 0.0, + "TN": 700224, + "TP": 0, + "n_pred": 704, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9479380481433103, + "FN": 4061, + "FP": 682, + "IoU": 0.9010287335934729, + "TN": 828237, + "TP": 43180, + "n_pred": 43862, + "n_ref": 47241 + }, + "10": { + "Dice": 0.7194546407970634, + "FN": 8585, + "FP": 4790, + "IoU": 0.5618345618345618, + "TN": 845635, + "TP": 17150, + "n_pred": 21940, + "n_ref": 25735 + }, + "11": { + "Dice": 0.0, + "FN": 1130, + "FP": 0, + "IoU": 0.0, + "TN": 875030, + "TP": 0, + "n_pred": 0, + "n_ref": 1130 + }, + "12": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 876154, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "13": { + "Dice": 0.5566777749295052, + "FN": 5515, + "FP": 3132, + "IoU": 0.3856919579425973, + "TN": 862084, + "TP": 5429, + "n_pred": 8561, + "n_ref": 10944 + }, + "14": { + "Dice": 0.865775857738484, + "FN": 1232, + "FP": 4112, + "IoU": 0.7633198990212144, + "TN": 853581, + "TP": 17235, + "n_pred": 21347, + "n_ref": 18467 + }, + "15": { + "Dice": 0.6513508959164186, + "FN": 5510, + "FP": 697, + "IoU": 0.48296543107038736, + "TN": 864155, + "TP": 5798, + "n_pred": 6495, + "n_ref": 11308 + }, + "2": { + "Dice": 0.021813835350366056, + "FN": 286, + "FP": 6261, + "IoU": 0.011027190332326284, + "TN": 869540, + "TP": 73, + "n_pred": 6334, + "n_ref": 359 + }, + "3": { + "Dice": 0.9065900895756172, + "FN": 4850, + "FP": 875, + "IoU": 0.8291401796639508, + "TN": 842653, + "TP": 27782, + "n_pred": 28657, + "n_ref": 32632 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7931743421052632, + "FN": 2113, + "FP": 905, + "IoU": 0.6572402044293015, + "TN": 867355, + "TP": 5787, + "n_pred": 6692, + "n_ref": 7900 + }, + "6": { + "Dice": 0.726698425849213, + "FN": 406, + "FP": 4872, + "IoU": 0.5707198047986987, + "TN": 863865, + "TP": 7017, + "n_pred": 11889, + "n_ref": 7423 + }, + "7": { + "Dice": 0.8994190075155909, + "FN": 1683, + "FP": 204, + "IoU": 0.817222006974041, + "TN": 865836, + "TP": 8437, + "n_pred": 8641, + "n_ref": 10120 + }, + "8": { + "Dice": 0.9064621774902148, + "FN": 1082, + "FP": 89, + "IoU": 0.8289262235208181, + "TN": 869315, + "TP": 5674, + "n_pred": 5763, + "n_ref": 6756 + }, + "9": { + "Dice": 0.8463974663499604, + "FN": 3450, + "FP": 1206, + "IoU": 0.7336993822923816, + "TN": 858676, + "TP": 12828, + "n_pred": 14034, + "n_ref": 16278 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 7143, + "IoU": 0.0, + "TN": 518553, + "TP": 0, + "n_pred": 7143, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 491, + "IoU": 0.0, + "TN": 525205, + "TP": 0, + "n_pred": 491, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 467, + "IoU": 0.0, + "TN": 525229, + "TP": 0, + "n_pred": 467, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 457, + "IoU": 0.0, + "TN": 525239, + "TP": 0, + "n_pred": 457, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9602294455066922, + "FN": 620, + "FP": 212, + "IoU": 0.9235012872379551, + "TN": 865284, + "TP": 10044, + "n_pred": 10256, + "n_ref": 10664 + }, + "10": { + "Dice": 0.7595485726930737, + "FN": 4348, + "FP": 1085, + "IoU": 0.612316255173398, + "TN": 862146, + "TP": 8581, + "n_pred": 9666, + "n_ref": 12929 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6819923371647509, + "FN": 560, + "FP": 270, + "IoU": 0.5174418604651163, + "TN": 874440, + "TP": 890, + "n_pred": 1160, + "n_ref": 1450 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 15585, + "IoU": 0.0, + "TN": 860575, + "TP": 0, + "n_pred": 15585, + "n_ref": 0 + }, + "3": { + "Dice": 0.7612310779005311, + "FN": 17907, + "FP": 658, + "IoU": 0.6145061151601985, + "TN": 828001, + "TP": 29594, + "n_pred": 30252, + "n_ref": 47501 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.7981631314235732, + "FN": 616, + "FP": 307, + "IoU": 0.6641193595342066, + "TN": 873412, + "TP": 1825, + "n_pred": 2132, + "n_ref": 2441 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0401.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.2961072526554395, + "FN": 1845.0244444444443, + "FP": 1329.9333333333334, + "IoU": 0.23954832497322204, + "TN": 694632.0133333334, + "TP": 3121.028888888889, + "n_pred": 4450.9622222222215, + "n_ref": 4966.053333333333 + }, + "mean": { + "1": { + "Dice": 0.2079827470044837, + "FN": 1076.0666666666666, + "FP": 349.8333333333333, + "IoU": 0.16298335396633323, + "TN": 698428.6333333333, + "TP": 1073.4666666666667, + "n_pred": 1423.3, + "n_ref": 2149.5333333333333 + }, + "10": { + "Dice": 0.4210284725267585, + "FN": 1019.2333333333333, + "FP": 2401.7, + "IoU": 0.3263708353923786, + "TN": 694906.3333333334, + "TP": 2600.733333333333, + "n_pred": 5002.433333333333, + "n_ref": 3619.9666666666667 + }, + "11": { + "Dice": 0.0, + "FN": 184.36666666666667, + "FP": 0.0, + "IoU": 0.0, + "TN": 700743.6333333333, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 184.36666666666667 + }, + "12": { + "Dice": 0.0, + "FN": 413.6, + "FP": 0.0, + "IoU": 0.0, + "TN": 700514.4, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 413.6 + }, + "13": { + "Dice": 0.21613500338122593, + "FN": 1702.4666666666667, + "FP": 556.3, + "IoU": 0.15988593204493295, + "TN": 697497.3666666667, + "TP": 1171.8666666666666, + "n_pred": 1728.1666666666667, + "n_ref": 2874.3333333333335 + }, + "14": { + "Dice": 0.268886318890949, + "FN": 1559.7666666666667, + "FP": 1463.9, + "IoU": 0.2180595890132553, + "TN": 694906.5, + "TP": 2997.8333333333335, + "n_pred": 4461.733333333334, + "n_ref": 4557.6 + }, + "15": { + "Dice": 0.10398492930255106, + "FN": 1720.8, + "FP": 721.7666666666667, + "IoU": 0.05707215678643283, + "TN": 698275.5, + "TP": 209.93333333333334, + "n_pred": 931.7, + "n_ref": 1930.7333333333333 + }, + "2": { + "Dice": 0.35534555831348186, + "FN": 957.3666666666667, + "FP": 2276.0333333333333, + "IoU": 0.3055886751958186, + "TN": 694979.1, + "TP": 2715.5, + "n_pred": 4991.533333333334, + "n_ref": 3672.866666666667 + }, + "3": { + "Dice": 0.07926907499837565, + "FN": 2084.366666666667, + "FP": 3242.366666666667, + "IoU": 0.047181749567282785, + "TN": 695112.8666666667, + "TP": 488.4, + "n_pred": 3730.766666666667, + "n_ref": 2572.766666666667 + }, + "4": { + "Dice": 0.22460282909419615, + "FN": 3122.1, + "FP": 161.83333333333334, + "IoU": 0.16199551082394908, + "TN": 696970.8666666667, + "TP": 673.2, + "n_pred": 835.0333333333333, + "n_ref": 3795.3 + }, + "5": { + "Dice": 0.4502231633944646, + "FN": 116.96666666666667, + "FP": 6.9, + "IoU": 0.3560344749098978, + "TN": 700747.2666666667, + "TP": 56.86666666666667, + "n_pred": 63.766666666666666, + "n_ref": 173.83333333333334 + }, + "6": { + "Dice": 0.6753687694281726, + "FN": 6316.033333333334, + "FP": 2961.7, + "IoU": 0.5908846039347283, + "TN": 667607.5666666667, + "TP": 24042.7, + "n_pred": 27004.4, + "n_ref": 30358.733333333334 + }, + "7": { + "Dice": 0.23840292713964756, + "FN": 4652.5, + "FP": 4695.533333333334, + "IoU": 0.18129128290626983, + "TN": 685898.5333333333, + "TP": 5681.433333333333, + "n_pred": 10376.966666666667, + "n_ref": 10333.933333333332 + }, + "8": { + "Dice": 0.767824330546738, + "FN": 1429.2, + "FP": 386.1, + "IoU": 0.6739045633308983, + "TN": 696827.3, + "TP": 2285.4, + "n_pred": 2671.5, + "n_ref": 3714.6 + }, + "9": { + "Dice": 0.4325546658105477, + "FN": 1320.5333333333333, + "FP": 725.0333333333333, + "IoU": 0.3519721467261525, + "TN": 696064.3333333334, + "TP": 2818.1, + "n_pred": 3543.133333333333, + "n_ref": 4138.633333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7219251336898396, + "FN": 818, + "FP": 118, + "IoU": 0.5648535564853556, + "TN": 698777, + "TP": 1215, + "n_pred": 1333, + "n_ref": 2033 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3664, + "IoU": 0.0, + "TN": 697264, + "TP": 0, + "n_pred": 3664, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9786215759732163, + "FN": 5429, + "FP": 2406, + "IoU": 0.9581380935334441, + "TN": 513765, + "TP": 179328, + "n_pred": 181734, + "n_ref": 184757 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6666666666666666, + "FN": 0, + "FP": 6, + "IoU": 0.5, + "TN": 700916, + "TP": 6, + "n_pred": 12, + "n_ref": 6 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 79, + "IoU": 0.0, + "TN": 525617, + "TP": 0, + "n_pred": 79, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8962590070081927, + "FN": 2088, + "FP": 14, + "IoU": 0.8120193167590771, + "TN": 514514, + "TP": 9080, + "n_pred": 9094, + "n_ref": 11168 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1258, + "IoU": 0.0, + "TN": 524438, + "TP": 0, + "n_pred": 1258, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.2079207920792079, + "FN": 640, + "FP": 0, + "IoU": 0.11602209944751381, + "TN": 524972, + "TP": 84, + "n_pred": 84, + "n_ref": 724 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 37215, + "IoU": 0.0, + "TN": 838945, + "TP": 0, + "n_pred": 37215, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 389, + "IoU": 0.0, + "TN": 875771, + "TP": 0, + "n_pred": 389, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 679, + "FP": 0, + "IoU": 0.0, + "TN": 875481, + "TP": 0, + "n_pred": 0, + "n_ref": 679 + }, + "6": { + "Dice": 0.9177751248960379, + "FN": 1211, + "FP": 13322, + "IoU": 0.8480447511501464, + "TN": 780520, + "TP": 81107, + "n_pred": 94429, + "n_ref": 82318 + }, + "7": { + "Dice": 0.5931612002791347, + "FN": 29, + "FP": 554, + "IoU": 0.42162698412698413, + "TN": 875152, + "TP": 425, + "n_pred": 979, + "n_ref": 454 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7847696245733788, + "FN": 3824, + "FP": 212, + "IoU": 0.6457784799017027, + "TN": 864766, + "TP": 7358, + "n_pred": 7570, + "n_ref": 11182 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8420141540654753, + "FN": 1317, + "FP": 1786, + "IoU": 0.7271368272951108, + "TN": 1215252, + "TP": 8269, + "n_pred": 10055, + "n_ref": 9586 + }, + "11": { + "Dice": 0.0, + "FN": 2470, + "FP": 0, + "IoU": 0.0, + "TN": 1224154, + "TP": 0, + "n_pred": 0, + "n_ref": 2470 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8074593796159527, + "FN": 3065, + "FP": 2149, + "IoU": 0.677091719824116, + "TN": 1210477, + "TP": 10933, + "n_pred": 13082, + "n_ref": 13998 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8430306905370843, + "FN": 875, + "FP": 107, + "IoU": 0.7286543243990052, + "TN": 1223005, + "TP": 2637, + "n_pred": 2744, + "n_ref": 3512 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 417, + "IoU": 0.0, + "TN": 1226207, + "TP": 0, + "n_pred": 417, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 782, + "IoU": 0.0, + "TN": 1225842, + "TP": 0, + "n_pred": 782, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8917969847363986, + "FN": 3967, + "FP": 655, + "IoU": 0.804723477966961, + "TN": 1202955, + "TP": 19047, + "n_pred": 19702, + "n_ref": 23014 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8283606239078377, + "FN": 3067, + "FP": 2237, + "IoU": 0.70700988786389, + "TN": 1208521, + "TP": 12799, + "n_pred": 15036, + "n_ref": 15866 + }, + "9": { + "Dice": 0.6903478051401782, + "FN": 9316, + "FP": 7395, + "IoU": 0.5271230085740966, + "TN": 1191285, + "TP": 18628, + "n_pred": 26023, + "n_ref": 27944 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 700906, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "10": { + "Dice": 0.7261660978384528, + "FN": 1848, + "FP": 2966, + "IoU": 0.5700634098419219, + "TN": 689731, + "TP": 6383, + "n_pred": 9349, + "n_ref": 8231 + }, + "11": { + "Dice": 0.0, + "FN": 2555, + "FP": 0, + "IoU": 0.0, + "TN": 698373, + "TP": 0, + "n_pred": 0, + "n_ref": 2555 + }, + "12": { + "Dice": 0.0, + "FN": 3003, + "FP": 0, + "IoU": 0.0, + "TN": 697925, + "TP": 0, + "n_pred": 0, + "n_ref": 3003 + }, + "13": { + "Dice": 0.5263395885145828, + "FN": 5266, + "FP": 1019, + "IoU": 0.35716477447069656, + "TN": 691151, + "TP": 3492, + "n_pred": 4511, + "n_ref": 8758 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7402830791166031, + "FN": 1282, + "FP": 16205, + "IoU": 0.587658280082058, + "TN": 658519, + "TP": 24922, + "n_pred": 41127, + "n_ref": 26204 + }, + "3": { + "Dice": 0.39034902066417826, + "FN": 14256, + "FP": 1587, + "IoU": 0.24250537891465457, + "TN": 680013, + "TP": 5072, + "n_pred": 6659, + "n_ref": 19328 + }, + "4": { + "Dice": 0.362486043915147, + "FN": 1482, + "FP": 231, + "IoU": 0.22136363636363637, + "TN": 698728, + "TP": 487, + "n_pred": 718, + "n_ref": 1969 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9184485106459729, + "FN": 2693, + "FP": 6350, + "IoU": 0.8491953639623113, + "TN": 640963, + "TP": 50922, + "n_pred": 57272, + "n_ref": 53615 + }, + "7": { + "Dice": 0.822930495111224, + "FN": 29460, + "FP": 1218, + "IoU": 0.6991350057862424, + "TN": 598962, + "TP": 71288, + "n_pred": 72506, + "n_ref": 100748 + }, + "8": { + "Dice": 0.915921052631579, + "FN": 1106, + "FP": 172, + "IoU": 0.8448840878747421, + "TN": 692689, + "TP": 6961, + "n_pred": 7133, + "n_ref": 8067 + }, + "9": { + "Dice": 0.8945830085736555, + "FN": 920, + "FP": 3408, + "IoU": 0.8092719901286797, + "TN": 678236, + "TP": 18364, + "n_pred": 21772, + "n_ref": 19284 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.822127025516856, + "FN": 867, + "FP": 2953, + "IoU": 0.6979759645793802, + "TN": 688280, + "TP": 8828, + "n_pred": 11781, + "n_ref": 9695 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9314127075585354, + "FN": 3831, + "FP": 2716, + "IoU": 0.8716299680398424, + "TN": 649927, + "TP": 44454, + "n_pred": 47170, + "n_ref": 48285 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 207, + "IoU": 0.0, + "TN": 700721, + "TP": 0, + "n_pred": 207, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 225, + "IoU": 0.0, + "TN": 525471, + "TP": 0, + "n_pred": 225, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 895, + "IoU": 0.0, + "TN": 524801, + "TP": 0, + "n_pred": 895, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 4, + "FP": 0, + "IoU": 0.0, + "TN": 525692, + "TP": 0, + "n_pred": 0, + "n_ref": 4 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 251, + "IoU": 0.0, + "TN": 525445, + "TP": 0, + "n_pred": 251, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1546, + "IoU": 0.0, + "TN": 524150, + "TP": 0, + "n_pred": 1546, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 44, + "IoU": 0.0, + "TN": 525652, + "TP": 0, + "n_pred": 44, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.18708170314000316, + "FN": 56597, + "FP": 126, + "IoU": 0.10319367588932807, + "TN": 462446, + "TP": 6527, + "n_pred": 6653, + "n_ref": 63124 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.930142930420196, + "FN": 2463, + "FP": 2576, + "IoU": 0.869408593790494, + "TN": 487110, + "TP": 33547, + "n_pred": 36123, + "n_ref": 36010 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 61460, + "IoU": 0.0, + "TN": 464236, + "TP": 0, + "n_pred": 61460, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 700920, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 51, + "IoU": 0.0, + "TN": 700877, + "TP": 0, + "n_pred": 51, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 108, + "IoU": 0.0, + "TN": 700820, + "TP": 0, + "n_pred": 108, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 373, + "IoU": 0.0, + "TN": 700555, + "TP": 0, + "n_pred": 373, + "n_ref": 0 + }, + "5": { + "Dice": 0.8418367346938775, + "FN": 42, + "FP": 20, + "IoU": 0.7268722466960352, + "TN": 700701, + "TP": 165, + "n_pred": 185, + "n_ref": 207 + }, + "6": { + "Dice": 0.9507614134077341, + "FN": 2125, + "FP": 7352, + "IoU": 0.9061441559213262, + "TN": 599954, + "TP": 91497, + "n_pred": 98849, + "n_ref": 93622 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8470659775007601, + "FN": 501, + "FP": 2, + "IoU": 0.734704641350211, + "TN": 699032, + "TP": 1393, + "n_pred": 1395, + "n_ref": 1894 + }, + "9": { + "Dice": 0.7538815141423144, + "FN": 10441, + "FP": 53, + "IoU": 0.6049838138974629, + "TN": 674362, + "TP": 16072, + "n_pred": 16125, + "n_ref": 26513 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 4741, + "IoU": 0.0, + "TN": 696187, + "TP": 0, + "n_pred": 4741, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2626, + "IoU": 0.0, + "TN": 698302, + "TP": 0, + "n_pred": 2626, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.35386192117767634, + "FN": 6911, + "FP": 24, + "IoU": 0.21496490830880688, + "TN": 867326, + "TP": 1899, + "n_pred": 1923, + "n_ref": 8810 + }, + "10": { + "Dice": 0.7203859823835442, + "FN": 10610, + "FP": 5675, + "IoU": 0.5629713120253335, + "TN": 838897, + "TP": 20978, + "n_pred": 26653, + "n_ref": 31588 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 804, + "FP": 0, + "IoU": 0.0, + "TN": 875356, + "TP": 0, + "n_pred": 0, + "n_ref": 804 + }, + "13": { + "Dice": 0.6050063324145124, + "FN": 9710, + "FP": 894, + "IoU": 0.43369826435246994, + "TN": 857435, + "TP": 8121, + "n_pred": 9015, + "n_ref": 17831 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 34830, + "IoU": 0.0, + "TN": 841330, + "TP": 0, + "n_pred": 34830, + "n_ref": 0 + }, + "3": { + "Dice": 0.161689409343688, + "FN": 34182, + "FP": 37, + "IoU": 0.08795543591247101, + "TN": 838641, + "TP": 3300, + "n_pred": 3337, + "n_ref": 37482 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7589079378728436, + "FN": 2147, + "FP": 6825, + "IoU": 0.611483999480362, + "TN": 853067, + "TP": 14121, + "n_pred": 20946, + "n_ref": 16268 + }, + "7": { + "Dice": 0.7287260206591244, + "FN": 15006, + "FP": 436, + "IoU": 0.5732249951634746, + "TN": 839977, + "TP": 20741, + "n_pred": 21177, + "n_ref": 35747 + }, + "8": { + "Dice": 0.9186046511627907, + "FN": 224, + "FP": 140, + "IoU": 0.8494623655913979, + "TN": 873742, + "TP": 2054, + "n_pred": 2194, + "n_ref": 2278 + }, + "9": { + "Dice": 0.893675379154566, + "FN": 3905, + "FP": 49, + "IoU": 0.8077876622429634, + "TN": 855589, + "TP": 16617, + "n_pred": 16666, + "n_ref": 20522 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 284, + "IoU": 0.0, + "TN": 525412, + "TP": 0, + "n_pred": 284, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.06951026856240126, + "FN": 28, + "FP": 6451, + "IoU": 0.03600654664484452, + "TN": 518975, + "TP": 242, + "n_pred": 6693, + "n_ref": 270 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3190, + "IoU": 0.0, + "TN": 522506, + "TP": 0, + "n_pred": 3190, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5094702724602451, + "FN": 2501, + "FP": 2342, + "IoU": 0.34180483827126934, + "TN": 518338, + "TP": 2515, + "n_pred": 4857, + "n_ref": 5016 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.49501546923341355, + "FN": 1058, + "FP": 411, + "IoU": 0.32891731384193695, + "TN": 698739, + "TP": 720, + "n_pred": 1131, + "n_ref": 1778 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 390, + "FP": 0, + "IoU": 0.0, + "TN": 700538, + "TP": 0, + "n_pred": 0, + "n_ref": 390 + }, + "13": { + "Dice": 0.009110464380614957, + "FN": 5511, + "FP": 2320, + "IoU": 0.004576077284860811, + "TN": 693061, + "TP": 36, + "n_pred": 2356, + "n_ref": 5547 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 100, + "IoU": 0.0, + "TN": 700828, + "TP": 0, + "n_pred": 100, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 168, + "FP": 0, + "IoU": 0.0, + "TN": 700760, + "TP": 0, + "n_pred": 0, + "n_ref": 168 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2857, + "IoU": 0.0, + "TN": 698071, + "TP": 0, + "n_pred": 2857, + "n_ref": 0 + }, + "10": { + "Dice": 0.7176025028816071, + "FN": 7199, + "FP": 9951, + "IoU": 0.5595788392398562, + "TN": 661988, + "TP": 21790, + "n_pred": 31741, + "n_ref": 28989 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5879163439194423, + "FN": 9889, + "FP": 7135, + "IoU": 0.41634668129456937, + "TN": 671760, + "TP": 12144, + "n_pred": 19279, + "n_ref": 22033 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 50, + "IoU": 0.0, + "TN": 700878, + "TP": 0, + "n_pred": 50, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.198666953343367, + "FN": 7437, + "FP": 17, + "IoU": 0.11028885175459537, + "TN": 692550, + "TP": 924, + "n_pred": 941, + "n_ref": 8361 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 8365, + "IoU": 0.0, + "TN": 692563, + "TP": 0, + "n_pred": 8365, + "n_ref": 0 + }, + "4": { + "Dice": 0.20052503108736702, + "FN": 34717, + "FP": 1, + "IoU": 0.11143529893529894, + "TN": 661856, + "TP": 4354, + "n_pred": 4355, + "n_ref": 39071 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8158878594035359, + "FN": 5084, + "FP": 14171, + "IoU": 0.689029215588107, + "TN": 639009, + "TP": 42664, + "n_pred": 56835, + "n_ref": 47748 + }, + "7": { + "Dice": 0.006856435096100679, + "FN": 19848, + "FP": 25055, + "IoU": 0.0034400106529362154, + "TN": 655870, + "TP": 155, + "n_pred": 25210, + "n_ref": 20003 + }, + "8": { + "Dice": 0.3435710567412806, + "FN": 1261, + "FP": 0, + "IoU": 0.20741671904462602, + "TN": 699337, + "TP": 330, + "n_pred": 330, + "n_ref": 1591 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 866, + "IoU": 0.0, + "TN": 700062, + "TP": 0, + "n_pred": 866, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.684016801628199, + "FN": 7443, + "FP": 14448, + "IoU": 0.5197762421849292, + "TN": 480111, + "TP": 23694, + "n_pred": 38142, + "n_ref": 31137 + }, + "15": { + "Dice": 0.11939688218757986, + "FN": 17135, + "FP": 94, + "IoU": 0.06348861227374028, + "TN": 507299, + "TP": 1168, + "n_pred": 1262, + "n_ref": 18303 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9200282572862137, + "FN": 3849, + "FP": 566, + "IoU": 0.851900305256449, + "TN": 1021581, + "TP": 25396, + "n_pred": 25962, + "n_ref": 29245 + }, + "10": { + "Dice": 0.5541421036301583, + "FN": 2741, + "FP": 133, + "IoU": 0.3832618025751073, + "TN": 1046732, + "TP": 1786, + "n_pred": 1919, + "n_ref": 4527 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3776, + "FP": 0, + "IoU": 0.0, + "TN": 1047616, + "TP": 0, + "n_pred": 0, + "n_ref": 3776 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 13691, + "IoU": 0.0, + "TN": 1037701, + "TP": 0, + "n_pred": 13691, + "n_ref": 0 + }, + "3": { + "Dice": 0.3639231064319509, + "FN": 12573, + "FP": 2350, + "IoU": 0.22243643184660275, + "TN": 1032200, + "TP": 4269, + "n_pred": 6619, + "n_ref": 16842 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5088327554895162, + "FN": 2788, + "FP": 187, + "IoU": 0.3412311780336581, + "TN": 1046876, + "TP": 1541, + "n_pred": 1728, + "n_ref": 4329 + }, + "6": { + "Dice": 0.6581248527095246, + "FN": 9125, + "FP": 18438, + "IoU": 0.4904516296008726, + "TN": 997299, + "TP": 26530, + "n_pred": 44968, + "n_ref": 35655 + }, + "7": { + "Dice": 0.03004694835680751, + "FN": 527, + "FP": 1539, + "IoU": 0.015252621544327931, + "TN": 1049294, + "TP": 32, + "n_pred": 1571, + "n_ref": 559 + }, + "8": { + "Dice": 0.9624435206940177, + "FN": 905, + "FP": 1173, + "IoU": 0.9276059085841695, + "TN": 1022688, + "TP": 26626, + "n_pred": 27799, + "n_ref": 27531 + }, + "9": { + "Dice": 0.5244430811702006, + "FN": 8782, + "FP": 3621, + "IoU": 0.3554204344662717, + "TN": 1032150, + "TP": 6839, + "n_pred": 10460, + "n_ref": 15621 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9483544303797469, + "FN": 178, + "FP": 26, + "IoU": 0.9017814155031295, + "TN": 874083, + "TP": 1873, + "n_pred": 1899, + "n_ref": 2051 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 63, + "IoU": 0.0, + "TN": 876097, + "TP": 0, + "n_pred": 63, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6273016859606868, + "FN": 3402, + "FP": 1395, + "IoU": 0.45698437853746887, + "TN": 516862, + "TP": 4037, + "n_pred": 5432, + "n_ref": 7439 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 4227, + "FP": 0, + "IoU": 0.0, + "TN": 521469, + "TP": 0, + "n_pred": 0, + "n_ref": 4227 + }, + "13": { + "Dice": 0.0, + "FN": 3688, + "FP": 0, + "IoU": 0.0, + "TN": 522008, + "TP": 0, + "n_pred": 0, + "n_ref": 3688 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 730, + "IoU": 0.0, + "TN": 524966, + "TP": 0, + "n_pred": 730, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 861, + "FP": 0, + "IoU": 0.0, + "TN": 524835, + "TP": 0, + "n_pred": 0, + "n_ref": 861 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 525693, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "8": { + "Dice": 0.9337091554442009, + "FN": 394, + "FP": 241, + "IoU": 0.8756608576463677, + "TN": 520589, + "TP": 4472, + "n_pred": 4713, + "n_ref": 4866 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1734, + "IoU": 0.0, + "TN": 523962, + "TP": 0, + "n_pred": 1734, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 433, + "IoU": 0.0, + "TN": 700495, + "TP": 0, + "n_pred": 433, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 17200, + "IoU": 0.0, + "TN": 683728, + "TP": 0, + "n_pred": 17200, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8813688608428827, + "FN": 4284, + "FP": 2559, + "IoU": 0.7878994513839382, + "TN": 668665, + "TP": 25420, + "n_pred": 27979, + "n_ref": 29704 + }, + "15": { + "Dice": 0.007351684048555309, + "FN": 10220, + "FP": 1392, + "IoU": 0.0036894036894036895, + "TN": 689273, + "TP": 43, + "n_pred": 1435, + "n_ref": 10263 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 70, + "IoU": 0.0, + "TN": 700858, + "TP": 0, + "n_pred": 70, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1054, + "IoU": 0.0, + "TN": 699874, + "TP": 0, + "n_pred": 1054, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.39291860629143743, + "FN": 35418, + "FP": 7618, + "IoU": 0.24449203869178238, + "TN": 643965, + "TP": 13927, + "n_pred": 21545, + "n_ref": 49345 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 2023, + "IoU": 0.0, + "TN": 698905, + "TP": 0, + "n_pred": 2023, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 876145, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "14": { + "Dice": 0.8905534142971421, + "FN": 1621, + "FP": 5904, + "IoU": 0.8027005768222338, + "TN": 838020, + "TP": 30615, + "n_pred": 36519, + "n_ref": 32236 + }, + "15": { + "Dice": 0.18104019153379858, + "FN": 13034, + "FP": 19120, + "IoU": 0.09952951719502633, + "TN": 840452, + "TP": 3554, + "n_pred": 22674, + "n_ref": 16588 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 152, + "IoU": 0.0, + "TN": 876008, + "TP": 0, + "n_pred": 152, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 36, + "IoU": 0.0, + "TN": 876124, + "TP": 0, + "n_pred": 36, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 666, + "IoU": 0.0, + "TN": 700262, + "TP": 0, + "n_pred": 666, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 16634, + "IoU": 0.0, + "TN": 684294, + "TP": 0, + "n_pred": 16634, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 498, + "FP": 0, + "IoU": 0.0, + "TN": 700430, + "TP": 0, + "n_pred": 0, + "n_ref": 498 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 57, + "IoU": 0.0, + "TN": 700871, + "TP": 0, + "n_pred": 57, + "n_ref": 0 + }, + "14": { + "Dice": 0.2938896389530073, + "FN": 32805, + "FP": 15834, + "IoU": 0.17225710930719354, + "TN": 642167, + "TP": 10122, + "n_pred": 25956, + "n_ref": 42927 + }, + "15": { + "Dice": 0.21213588874282155, + "FN": 11235, + "FP": 152, + "IoU": 0.1186532507739938, + "TN": 688008, + "TP": 1533, + "n_pred": 1685, + "n_ref": 12768 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 154, + "IoU": 0.0, + "TN": 700774, + "TP": 0, + "n_pred": 154, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 17722, + "IoU": 0.0, + "TN": 683206, + "TP": 0, + "n_pred": 17722, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.24338535454499638, + "FN": 135117, + "FP": 0, + "IoU": 0.13855364076277185, + "TN": 544079, + "TP": 21732, + "n_pred": 21732, + "n_ref": 156849 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 16142, + "IoU": 0.0, + "TN": 684786, + "TP": 0, + "n_pred": 16142, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.2164009111617312, + "FN": 2428, + "FP": 2388, + "IoU": 0.12132822477650064, + "TN": 695447, + "TP": 665, + "n_pred": 3053, + "n_ref": 3093 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3112173358827279, + "FN": 21492, + "FP": 122, + "IoU": 0.18428501339774314, + "TN": 499199, + "TP": 4883, + "n_pred": 5005, + "n_ref": 26375 + }, + "10": { + "Dice": 0.0, + "FN": 226, + "FP": 0, + "IoU": 0.0, + "TN": 525470, + "TP": 0, + "n_pred": 0, + "n_ref": 226 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9398765963552878, + "FN": 493, + "FP": 1602, + "IoU": 0.8865728207904711, + "TN": 507226, + "TP": 16375, + "n_pred": 17977, + "n_ref": 16868 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 10765, + "IoU": 0.0, + "TN": 514931, + "TP": 0, + "n_pred": 10765, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9332710017034466, + "FN": 8202, + "FP": 2218, + "IoU": 0.8748904390841308, + "TN": 442409, + "TP": 72867, + "n_pred": 75085, + "n_ref": 81069 + }, + "7": { + "Dice": 0.483230007814535, + "FN": 39196, + "FP": 10401, + "IoU": 0.31859148737394555, + "TN": 452910, + "TP": 23189, + "n_pred": 33590, + "n_ref": 62385 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 329, + "IoU": 0.0, + "TN": 875831, + "TP": 0, + "n_pred": 329, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 5, + "FP": 10379, + "IoU": 0.0, + "TN": 865776, + "TP": 0, + "n_pred": 10379, + "n_ref": 5 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.05778793172960624, + "FN": 13945, + "FP": 77, + "IoU": 0.0297536673124827, + "TN": 861708, + "TP": 430, + "n_pred": 507, + "n_ref": 14375 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 89, + "IoU": 0.0, + "TN": 876071, + "TP": 0, + "n_pred": 89, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7524786008990701, + "FN": 15546, + "FP": 532, + "IoU": 0.6031789125552237, + "TN": 835643, + "TP": 24439, + "n_pred": 24971, + "n_ref": 39985 + }, + "3": { + "Dice": 0.0007185198491108317, + "FN": 0, + "FP": 5563, + "IoU": 0.00035938903863432165, + "TN": 870595, + "TP": 2, + "n_pred": 5565, + "n_ref": 2 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7359125315391085, + "FN": 576, + "FP": 52, + "IoU": 0.582168995342648, + "TN": 874657, + "TP": 875, + "n_pred": 927, + "n_ref": 1451 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3552, + "IoU": 0.0, + "TN": 872608, + "TP": 0, + "n_pred": 3552, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 876158, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 8, + "FP": 2286, + "IoU": 0.0, + "TN": 698634, + "TP": 0, + "n_pred": 2286, + "n_ref": 8 + }, + "10": { + "Dice": 0.7907421468545235, + "FN": 2171, + "FP": 5270, + "IoU": 0.6539069767441861, + "TN": 679428, + "TP": 14059, + "n_pred": 19329, + "n_ref": 16230 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 208, + "FP": 0, + "IoU": 0.0, + "TN": 700720, + "TP": 0, + "n_pred": 0, + "n_ref": 208 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1398, + "IoU": 0.0, + "TN": 699530, + "TP": 0, + "n_pred": 1398, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 700925, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "3": { + "Dice": 0.32459628337255536, + "FN": 413, + "FP": 7910, + "IoU": 0.1937421292260002, + "TN": 690605, + "TP": 2000, + "n_pred": 9910, + "n_ref": 2413 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9219106260344209, + "FN": 4982, + "FP": 1765, + "IoU": 0.8551337656203032, + "TN": 654354, + "TP": 39827, + "n_pred": 41592, + "n_ref": 44809 + }, + "7": { + "Dice": 0.6726898726381396, + "FN": 35509, + "FP": 17637, + "IoU": 0.5068068560398667, + "TN": 593169, + "TP": 54613, + "n_pred": 72250, + "n_ref": 90122 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7027027027027027, + "FN": 22, + "FP": 0, + "IoU": 0.5416666666666666, + "TN": 700880, + "TP": 26, + "n_pred": 26, + "n_ref": 48 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.18556701030927836, + "FN": 78, + "FP": 1, + "IoU": 0.10227272727272728, + "TN": 700840, + "TP": 9, + "n_pred": 10, + "n_ref": 87 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 700912, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0400.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.2986442616677604, + "FN": 1213.228888888889, + "FP": 1070.22, + "IoU": 0.24861440144216296, + "TN": 678238.4555555556, + "TP": 2882.8955555555553, + "n_pred": 3953.1155555555556, + "n_ref": 4096.124444444445 + }, + "mean": { + "1": { + "Dice": 0.2915872625783462, + "FN": 4816.2, + "FP": 265.23333333333335, + "IoU": 0.24643983642810824, + "TN": 676005.4333333333, + "TP": 2317.9333333333334, + "n_pred": 2583.1666666666665, + "n_ref": 7134.133333333333 + }, + "10": { + "Dice": 0.19926309399361056, + "FN": 1062.2666666666667, + "FP": 1257.3666666666666, + "IoU": 0.14693696752819901, + "TN": 680059.1, + "TP": 1026.0666666666666, + "n_pred": 2283.4333333333334, + "n_ref": 2088.3333333333335 + }, + "11": { + "Dice": 0.0, + "FN": 138.9, + "FP": 0.0, + "IoU": 0.0, + "TN": 683265.9, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 138.9 + }, + "12": { + "Dice": 0.0, + "FN": 210.03333333333333, + "FP": 0.0, + "IoU": 0.0, + "TN": 683194.7666666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 210.03333333333333 + }, + "13": { + "Dice": 0.12986614847233757, + "FN": 834.0333333333333, + "FP": 991.2, + "IoU": 0.08163180437132468, + "TN": 680905.6333333333, + "TP": 673.9333333333333, + "n_pred": 1665.1333333333334, + "n_ref": 1507.9666666666667 + }, + "14": { + "Dice": 0.543427259576117, + "FN": 362.1333333333333, + "FP": 177.16666666666666, + "IoU": 0.49668266951727136, + "TN": 680728.8, + "TP": 2136.7, + "n_pred": 2313.866666666667, + "n_ref": 2498.8333333333335 + }, + "15": { + "Dice": 0.32966393470909783, + "FN": 1273.5333333333333, + "FP": 102.2, + "IoU": 0.21037636998486708, + "TN": 681807.9666666667, + "TP": 221.1, + "n_pred": 323.3, + "n_ref": 1494.6333333333334 + }, + "2": { + "Dice": 0.45126682700809095, + "FN": 1300.6333333333334, + "FP": 335.43333333333334, + "IoU": 0.39711242861843077, + "TN": 677671.4, + "TP": 4097.333333333333, + "n_pred": 4432.766666666666, + "n_ref": 5397.966666666666 + }, + "3": { + "Dice": 0.2986371136290365, + "FN": 1781.5, + "FP": 1801.3, + "IoU": 0.257232883964439, + "TN": 675933.1, + "TP": 3888.9, + "n_pred": 5690.2, + "n_ref": 5670.4 + }, + "4": { + "Dice": 0.25717027952656973, + "FN": 145.7, + "FP": 467.0, + "IoU": 0.19161437957986427, + "TN": 682672.3, + "TP": 119.8, + "n_pred": 586.8, + "n_ref": 265.5 + }, + "5": { + "Dice": 0.0, + "FN": 899.0333333333333, + "FP": 0.0, + "IoU": 0.0, + "TN": 682505.7666666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 899.0333333333333 + }, + "6": { + "Dice": 0.5535681582320164, + "FN": 1786.3666666666666, + "FP": 7888.0, + "IoU": 0.493906254755632, + "TN": 653544.1, + "TP": 20186.333333333332, + "n_pred": 28074.333333333332, + "n_ref": 21972.7 + }, + "7": { + "Dice": 0.41696504399563233, + "FN": 1649.9, + "FP": 1833.5666666666666, + "IoU": 0.3404748861619501, + "TN": 676504.8666666667, + "TP": 3416.4666666666667, + "n_pred": 5250.033333333334, + "n_ref": 5066.366666666667 + }, + "8": { + "Dice": 0.5041321385720166, + "FN": 1343.8333333333333, + "FP": 320.6666666666667, + "IoU": 0.4595673715575789, + "TN": 678174.4333333333, + "TP": 3565.866666666667, + "n_pred": 3886.5333333333333, + "n_ref": 4909.7 + }, + "9": { + "Dice": 0.5041166647235342, + "FN": 594.3666666666667, + "FP": 614.1666666666666, + "IoU": 0.407240169164779, + "TN": 680603.2666666667, + "TP": 1593.0, + "n_pred": 2207.1666666666665, + "n_ref": 2187.366666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9668363011027905, + "FN": 1362, + "FP": 1955, + "IoU": 0.9358016567314392, + "TN": 649260, + "TP": 48351, + "n_pred": 50306, + "n_ref": 49713 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 700924, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 81, + "IoU": 0.0, + "TN": 700847, + "TP": 0, + "n_pred": 81, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1628, + "IoU": 0.0, + "TN": 699300, + "TP": 0, + "n_pred": 1628, + "n_ref": 0 + }, + "7": { + "Dice": 0.9018852083651351, + "FN": 4629, + "FP": 513, + "IoU": 0.8213032145960035, + "TN": 672153, + "TP": 23633, + "n_pred": 24146, + "n_ref": 28262 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 413, + "FP": 148, + "IoU": 0.0, + "TN": 700367, + "TP": 0, + "n_pred": 148, + "n_ref": 413 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1146, + "IoU": 0.0, + "TN": 699782, + "TP": 0, + "n_pred": 1146, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.36601106330669947, + "FN": 2102, + "FP": 6150, + "IoU": 0.22399849539213842, + "TN": 690294, + "TP": 2382, + "n_pred": 8532, + "n_ref": 4484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9743561217110752, + "FN": 1808, + "FP": 3263, + "IoU": 0.9499945764182667, + "TN": 599519, + "TP": 96338, + "n_pred": 99601, + "n_ref": 98146 + }, + "7": { + "Dice": 0.5930097268115605, + "FN": 8120, + "FP": 625, + "IoU": 0.4214739349034136, + "TN": 685812, + "TP": 6371, + "n_pred": 6996, + "n_ref": 14491 + }, + "8": { + "Dice": 0.7080051839298176, + "FN": 3472, + "FP": 2386, + "IoU": 0.5479938271604938, + "TN": 687968, + "TP": 7102, + "n_pred": 9488, + "n_ref": 10574 + }, + "9": { + "Dice": 0.7078354387162854, + "FN": 3735, + "FP": 3111, + "IoU": 0.547790474932294, + "TN": 685789, + "TP": 8293, + "n_pred": 11404, + "n_ref": 12028 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 491, + "IoU": 0.0, + "TN": 700437, + "TP": 0, + "n_pred": 491, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1815, + "IoU": 0.0, + "TN": 699113, + "TP": 0, + "n_pred": 1815, + "n_ref": 0 + }, + "14": { + "Dice": 0.9175148108765001, + "FN": 414, + "FP": 129, + "IoU": 0.8476003367948358, + "TN": 697365, + "TP": 3020, + "n_pred": 3149, + "n_ref": 3434 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.015232782664664235, + "FN": 9178, + "FP": 2, + "IoU": 0.007674845962598638, + "TN": 691677, + "TP": 71, + "n_pred": 73, + "n_ref": 9249 + }, + "9": { + "Dice": 0.682952182952183, + "FN": 975, + "FP": 3295, + "IoU": 0.5185477505919495, + "TN": 692059, + "TP": 4599, + "n_pred": 7894, + "n_ref": 5574 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9300476947535771, + "FN": 4, + "FP": 84, + "IoU": 0.8692421991084696, + "TN": 525023, + "TP": 585, + "n_pred": 669, + "n_ref": 589 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5, + "FN": 18, + "FP": 10, + "IoU": 0.3333333333333333, + "TN": 525654, + "TP": 14, + "n_pred": 24, + "n_ref": 32 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 525688, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.09538002980625931, + "FN": 607, + "FP": 0, + "IoU": 0.050078247261345854, + "TN": 525057, + "TP": 32, + "n_pred": 32, + "n_ref": 639 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6537263157894737, + "FN": 31903, + "FP": 993, + "IoU": 0.48558203540376554, + "TN": 461748, + "TP": 31052, + "n_pred": 32045, + "n_ref": 62955 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 31433, + "IoU": 0.0, + "TN": 494263, + "TP": 0, + "n_pred": 31433, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6572237960339944, + "FN": 37, + "FP": 84, + "IoU": 0.48945147679324896, + "TN": 525459, + "TP": 116, + "n_pred": 200, + "n_ref": 153 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 139, + "IoU": 0.0, + "TN": 525557, + "TP": 0, + "n_pred": 139, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 42, + "IoU": 0.0, + "TN": 525654, + "TP": 0, + "n_pred": 42, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 1, + "FP": 0, + "IoU": 0.0, + "TN": 525695, + "TP": 0, + "n_pred": 0, + "n_ref": 1 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 2005, + "FP": 0, + "IoU": 0.0, + "TN": 698923, + "TP": 0, + "n_pred": 0, + "n_ref": 2005 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9460285293605434, + "FN": 4895, + "FP": 1923, + "IoU": 0.8975845700895271, + "TN": 634356, + "TP": 59754, + "n_pred": 61677, + "n_ref": 64649 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 46, + "IoU": 0.0, + "TN": 700882, + "TP": 0, + "n_pred": 46, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 934, + "FP": 0, + "IoU": 0.0, + "TN": 699994, + "TP": 0, + "n_pred": 0, + "n_ref": 934 + }, + "6": { + "Dice": 0.9676441355442578, + "FN": 801, + "FP": 3724, + "IoU": 0.9373164514877819, + "TN": 628740, + "TP": 67663, + "n_pred": 71387, + "n_ref": 68464 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9590252707581227, + "FN": 383, + "FP": 71, + "IoU": 0.9212762268076989, + "TN": 695161, + "TP": 5313, + "n_pred": 5384, + "n_ref": 5696 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0020430935579688505, + "FN": 126971, + "FP": 27, + "IoU": 0.0010225914039393368, + "TN": 573800, + "TP": 130, + "n_pred": 157, + "n_ref": 127101 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 127159, + "IoU": 0.0, + "TN": 573769, + "TP": 0, + "n_pred": 127159, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 1685, + "FP": 0, + "IoU": 0.0, + "TN": 699243, + "TP": 0, + "n_pred": 0, + "n_ref": 1685 + }, + "10": { + "Dice": 0.6786077434493547, + "FN": 7050, + "FP": 1168, + "IoU": 0.5135551083224813, + "TN": 684034, + "TP": 8676, + "n_pred": 9844, + "n_ref": 15726 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 467, + "FP": 0, + "IoU": 0.0, + "TN": 700461, + "TP": 0, + "n_pred": 0, + "n_ref": 467 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6974880567113577, + "FN": 123, + "FP": 1840, + "IoU": 0.5354945575011831, + "TN": 696702, + "TP": 2263, + "n_pred": 4103, + "n_ref": 2386 + }, + "3": { + "Dice": 0.7674222997230485, + "FN": 8587, + "FP": 2750, + "IoU": 0.6226157584634333, + "TN": 670887, + "TP": 18704, + "n_pred": 21454, + "n_ref": 27291 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.01680672268907563, + "FN": 117, + "FP": 0, + "IoU": 0.00847457627118644, + "TN": 700810, + "TP": 1, + "n_pred": 1, + "n_ref": 118 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 617, + "IoU": 0.0, + "TN": 700311, + "TP": 0, + "n_pred": 617, + "n_ref": 0 + }, + "10": { + "Dice": 0.1942058975685463, + "FN": 4189, + "FP": 11387, + "IoU": 0.10754598063370194, + "TN": 683475, + "TP": 1877, + "n_pred": 13264, + "n_ref": 6066 + }, + "11": { + "Dice": 0.0, + "FN": 2162, + "FP": 0, + "IoU": 0.0, + "TN": 698766, + "TP": 0, + "n_pred": 0, + "n_ref": 2162 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.09158336020638504, + "FN": 2388, + "FP": 429, + "IoU": 0.047989185535653935, + "TN": 697969, + "TP": 142, + "n_pred": 571, + "n_ref": 2530 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9577193980654908, + "FN": 1249, + "FP": 906, + "IoU": 0.9188690610646789, + "TN": 674366, + "TP": 24407, + "n_pred": 25313, + "n_ref": 25656 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 504, + "IoU": 0.0, + "TN": 700424, + "TP": 0, + "n_pred": 504, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 1709, + "FP": 6092, + "IoU": 0.0, + "TN": 693127, + "TP": 0, + "n_pred": 6092, + "n_ref": 1709 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8780271814720085, + "FN": 33064, + "FP": 13766, + "IoU": 0.7825743787839394, + "TN": 485544, + "TP": 168554, + "n_pred": 182320, + "n_ref": 201618 + }, + "7": { + "Dice": 0.16191877312647676, + "FN": 16254, + "FP": 21344, + "IoU": 0.08809119573126364, + "TN": 659698, + "TP": 3632, + "n_pred": 24976, + "n_ref": 19886 + }, + "8": { + "Dice": 0.8503437334743522, + "FN": 278, + "FP": 5, + "IoU": 0.7396504139834407, + "TN": 699841, + "TP": 804, + "n_pred": 809, + "n_ref": 1082 + }, + "9": { + "Dice": 0.762286543985354, + "FN": 6448, + "FP": 1083, + "IoU": 0.6158828929919412, + "TN": 681322, + "TP": 12075, + "n_pred": 13158, + "n_ref": 18523 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1969, + "IoU": 0.0, + "TN": 698959, + "TP": 0, + "n_pred": 1969, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2243, + "IoU": 0.0, + "TN": 698685, + "TP": 0, + "n_pred": 2243, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9793624938356471, + "FN": 638, + "FP": 2124, + "IoU": 0.9595595771472079, + "TN": 632630, + "TP": 65536, + "n_pred": 67660, + "n_ref": 66174 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 234, + "IoU": 0.0, + "TN": 700694, + "TP": 0, + "n_pred": 234, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.4362350167026921, + "FN": 2288, + "FP": 3450, + "IoU": 0.27896456396079417, + "TN": 517738, + "TP": 2220, + "n_pred": 5670, + "n_ref": 4508 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 414, + "FP": 0, + "IoU": 0.0, + "TN": 525282, + "TP": 0, + "n_pred": 0, + "n_ref": 414 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 5226, + "FP": 0, + "IoU": 0.0, + "TN": 520470, + "TP": 0, + "n_pred": 0, + "n_ref": 5226 + }, + "6": { + "Dice": 0.8486130821829442, + "FN": 9474, + "FP": 2260, + "IoU": 0.7370355430056923, + "TN": 481074, + "TP": 32888, + "n_pred": 35148, + "n_ref": 42362 + }, + "7": { + "Dice": 0.9122897390684128, + "FN": 829, + "FP": 3598, + "IoU": 0.8387249544626594, + "TN": 498246, + "TP": 23023, + "n_pred": 26621, + "n_ref": 23852 + }, + "8": { + "Dice": 0.9262291158025755, + "FN": 428, + "FP": 2654, + "IoU": 0.8625947391885868, + "TN": 503266, + "TP": 19348, + "n_pred": 22002, + "n_ref": 19776 + }, + "9": { + "Dice": 0.8050314465408805, + "FN": 96, + "FP": 28, + "IoU": 0.6736842105263158, + "TN": 525316, + "TP": 256, + "n_pred": 284, + "n_ref": 352 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 42, + "IoU": 0.0, + "TN": 700886, + "TP": 0, + "n_pred": 42, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 9551, + "IoU": 0.0, + "TN": 691377, + "TP": 0, + "n_pred": 9551, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 700906, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 410, + "IoU": 0.0, + "TN": 700518, + "TP": 0, + "n_pred": 410, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 9726, + "IoU": 0.0, + "TN": 691202, + "TP": 0, + "n_pred": 9726, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.012243113248797552, + "FN": 36, + "FP": 20295, + "IoU": 0.0061592608886933565, + "TN": 680471, + "TP": 126, + "n_pred": 20421, + "n_ref": 162 + }, + "7": { + "Dice": 0.003524511374559436, + "FN": 240, + "FP": 18420, + "IoU": 0.0017653667148130317, + "TN": 682235, + "TP": 33, + "n_pred": 18453, + "n_ref": 273 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6829222807590097, + "FN": 3764, + "FP": 3037, + "IoU": 0.5185132743362831, + "TN": 686803, + "TP": 7324, + "n_pred": 10361, + "n_ref": 11088 + }, + "10": { + "Dice": 0.4066679589067649, + "FN": 2807, + "FP": 254, + "IoU": 0.2552311435523114, + "TN": 696818, + "TP": 1049, + "n_pred": 1303, + "n_ref": 3856 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 700910, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 700927, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "3": { + "Dice": 0.6944254998384723, + "FN": 41114, + "FP": 1451, + "IoU": 0.5318926646871219, + "TN": 609998, + "TP": 48365, + "n_pred": 49816, + "n_ref": 89479 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1474, + "IoU": 0.0, + "TN": 699454, + "TP": 0, + "n_pred": 1474, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5834725613674335, + "FN": 3310, + "FP": 22618, + "IoU": 0.4119034657956814, + "TN": 656840, + "TP": 18160, + "n_pred": 40778, + "n_ref": 21470 + }, + "7": { + "Dice": 0.4146341463414634, + "FN": 8622, + "FP": 978, + "IoU": 0.26153846153846155, + "TN": 687928, + "TP": 3400, + "n_pred": 4378, + "n_ref": 12022 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.021472053126729385, + "FN": 11731, + "FP": 5951, + "IoU": 0.010852539718057731, + "TN": 683052, + "TP": 194, + "n_pred": 6145, + "n_ref": 11925 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5388445755913136, + "FN": 9502, + "FP": 10502, + "IoU": 0.3687797797481935, + "TN": 669237, + "TP": 11687, + "n_pred": 22189, + "n_ref": 21189 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 273, + "FP": 0, + "IoU": 0.0, + "TN": 700655, + "TP": 0, + "n_pred": 0, + "n_ref": 273 + }, + "8": { + "Dice": 0.9238598551575651, + "FN": 733, + "FP": 823, + "IoU": 0.8584939978173881, + "TN": 689932, + "TP": 9440, + "n_pred": 10263, + "n_ref": 10173 + }, + "9": { + "Dice": 0.8361122407482716, + "FN": 3063, + "FP": 3788, + "IoU": 0.7183787561146052, + "TN": 676601, + "TP": 17476, + "n_pred": 21264, + "n_ref": 20539 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9416498993963782, + "FN": 240, + "FP": 1906, + "IoU": 0.8897338403041825, + "TN": 856698, + "TP": 17316, + "n_pred": 19222, + "n_ref": 17556 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 251, + "IoU": 0.0, + "TN": 875909, + "TP": 0, + "n_pred": 251, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 545, + "IoU": 0.0, + "TN": 875615, + "TP": 0, + "n_pred": 545, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 121, + "IoU": 0.0, + "TN": 876039, + "TP": 0, + "n_pred": 121, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 111, + "IoU": 0.0, + "TN": 876049, + "TP": 0, + "n_pred": 111, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9048045427240476, + "FN": 7575, + "FP": 824, + "IoU": 0.8261580494266673, + "TN": 827846, + "TP": 39915, + "n_pred": 40739, + "n_ref": 47490 + }, + "15": { + "Dice": 0.15647323612877972, + "FN": 34424, + "FP": 56, + "IoU": 0.08487711661977812, + "TN": 838482, + "TP": 3198, + "n_pred": 3254, + "n_ref": 37622 + }, + "2": { + "Dice": 0.0, + "FN": 1, + "FP": 254, + "IoU": 0.0, + "TN": 875905, + "TP": 0, + "n_pred": 254, + "n_ref": 1 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 876152, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "4": { + "Dice": 0.3384615384615385, + "FN": 129, + "FP": 0, + "IoU": 0.2037037037037037, + "TN": 875998, + "TP": 33, + "n_pred": 33, + "n_ref": 162 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9624597822135653, + "FN": 406, + "FP": 6513, + "IoU": 0.9276361202334387, + "TN": 780546, + "TP": 88695, + "n_pred": 95208, + "n_ref": 89101 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8385490753911806, + "FN": 431, + "FP": 23, + "IoU": 0.7219840783833436, + "TN": 699295, + "TP": 1179, + "n_pred": 1202, + "n_ref": 1610 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9295998727229338, + "FN": 1304, + "FP": 1351, + "IoU": 0.8684601664684899, + "TN": 680744, + "TP": 17529, + "n_pred": 18880, + "n_ref": 18833 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8532315521628498, + "FN": 3189, + "FP": 2579, + "IoU": 0.7440312416792403, + "TN": 503162, + "TP": 16766, + "n_pred": 19345, + "n_ref": 19955 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 4130, + "FP": 0, + "IoU": 0.0, + "TN": 521566, + "TP": 0, + "n_pred": 0, + "n_ref": 4130 + }, + "13": { + "Dice": 0.37055214723926383, + "FN": 911, + "FP": 1141, + "IoU": 0.22740963855421686, + "TN": 523040, + "TP": 604, + "n_pred": 1745, + "n_ref": 1515 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9111295681063123, + "FN": 540, + "FP": 102, + "IoU": 0.8367658276125095, + "TN": 521763, + "TP": 3291, + "n_pred": 3393, + "n_ref": 3831 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9679190077936873, + "FN": 732, + "FP": 507, + "IoU": 0.9378324134470647, + "TN": 505766, + "TP": 18691, + "n_pred": 19198, + "n_ref": 19423 + }, + "7": { + "Dice": 0.9537073010370282, + "FN": 1063, + "FP": 486, + "IoU": 0.9115109968580406, + "TN": 508191, + "TP": 15956, + "n_pred": 16442, + "n_ref": 17019 + }, + "8": { + "Dice": 0.9353128313891834, + "FN": 569, + "FP": 651, + "IoU": 0.8784860557768924, + "TN": 515656, + "TP": 8820, + "n_pred": 9471, + "n_ref": 9389 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 384, + "IoU": 0.0, + "TN": 700544, + "TP": 0, + "n_pred": 384, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 910, + "IoU": 0.0, + "TN": 875250, + "TP": 0, + "n_pred": 910, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 12233, + "FP": 0, + "IoU": 0.0, + "TN": 863927, + "TP": 0, + "n_pred": 0, + "n_ref": 12233 + }, + "6": { + "Dice": 0.7283637454654557, + "FN": 1412, + "FP": 8547, + "IoU": 0.5727768006520527, + "TN": 852849, + "TP": 13352, + "n_pred": 21899, + "n_ref": 14764 + }, + "7": { + "Dice": 0.5566801619433198, + "FN": 761, + "FP": 2305, + "IoU": 0.3856942496493689, + "TN": 871169, + "TP": 1925, + "n_pred": 4230, + "n_ref": 2686 + }, + "8": { + "Dice": 0.9374603109572485, + "FN": 2040, + "FP": 1013, + "IoU": 0.8822826296510508, + "TN": 850225, + "TP": 22882, + "n_pred": 23895, + "n_ref": 24922 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 84, + "IoU": 0.0, + "TN": 876076, + "TP": 0, + "n_pred": 84, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.45104615876058135, + "FN": 2746, + "FP": 14439, + "IoU": 0.29119406063105796, + "TN": 851915, + "TP": 7060, + "n_pred": 21499, + "n_ref": 9806 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 554, + "IoU": 0.0, + "TN": 875606, + "TP": 0, + "n_pred": 554, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 271, + "IoU": 0.0, + "TN": 875889, + "TP": 0, + "n_pred": 271, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.628428927680798, + "FN": 36, + "FP": 113, + "IoU": 0.4581818181818182, + "TN": 875885, + "TP": 126, + "n_pred": 239, + "n_ref": 162 + }, + "8": { + "Dice": 0.8915230875258442, + "FN": 538, + "FP": 249, + "IoU": 0.8042775428997762, + "TN": 872139, + "TP": 3234, + "n_pred": 3483, + "n_ref": 3772 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6808964252070009, + "FN": 10704, + "FP": 2168, + "IoU": 0.5161811689532043, + "TN": 499091, + "TP": 13733, + "n_pred": 15901, + "n_ref": 24437 + }, + "10": { + "Dice": 0.0, + "FN": 614, + "FP": 0, + "IoU": 0.0, + "TN": 525082, + "TP": 0, + "n_pred": 0, + "n_ref": 614 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1290, + "FP": 0, + "IoU": 0.0, + "TN": 524406, + "TP": 0, + "n_pred": 0, + "n_ref": 1290 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 525671, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1047, + "IoU": 0.0, + "TN": 524649, + "TP": 0, + "n_pred": 1047, + "n_ref": 0 + }, + "3": { + "Dice": 0.9120308822515683, + "FN": 3204, + "FP": 5729, + "IoU": 0.838287472845764, + "TN": 470456, + "TP": 46307, + "n_pred": 52036, + "n_ref": 49511 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 12375, + "IoU": 0.0, + "TN": 513321, + "TP": 0, + "n_pred": 12375, + "n_ref": 0 + }, + "7": { + "Dice": 0.7817340020944717, + "FN": 2958, + "FP": 4962, + "IoU": 0.6416776003257476, + "TN": 503593, + "TP": 14183, + "n_pred": 19145, + "n_ref": 17141 + }, + "8": { + "Dice": 0.0, + "FN": 17873, + "FP": 4, + "IoU": 0.0, + "TN": 507819, + "TP": 0, + "n_pred": 4, + "n_ref": 17873 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 6987, + "IoU": 0.0, + "TN": 518709, + "TP": 0, + "n_pred": 6987, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 833, + "IoU": 0.0, + "TN": 875327, + "TP": 0, + "n_pred": 833, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.14085365853658535, + "FN": 8454, + "FP": 0, + "IoU": 0.07576254509675304, + "TN": 867013, + "TP": 693, + "n_pred": 693, + "n_ref": 9147 + }, + "14": { + "Dice": 0.8948169442800372, + "FN": 2875, + "FP": 2101, + "IoU": 0.8096549613648535, + "TN": 850018, + "TP": 21166, + "n_pred": 23267, + "n_ref": 24041 + }, + "15": { + "Dice": 0.5028546332894159, + "FN": 3782, + "FP": 3010, + "IoU": 0.335875623349956, + "TN": 865933, + "TP": 3435, + "n_pred": 6445, + "n_ref": 7217 + }, + "2": { + "Dice": 0.7955710477752717, + "FN": 844, + "FP": 153, + "IoU": 0.6605379639087504, + "TN": 873223, + "TP": 1940, + "n_pred": 2093, + "n_ref": 2784 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 914, + "IoU": 0.0, + "TN": 875246, + "TP": 0, + "n_pred": 914, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 41, + "IoU": 0.0, + "TN": 876119, + "TP": 0, + "n_pred": 41, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 21, + "FP": 408, + "IoU": 0.0, + "TN": 875731, + "TP": 0, + "n_pred": 408, + "n_ref": 21 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 333, + "IoU": 0.0, + "TN": 875827, + "TP": 0, + "n_pred": 333, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 224, + "IoU": 0.0, + "TN": 700704, + "TP": 0, + "n_pred": 224, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8858877086494689, + "FN": 0, + "FP": 752, + "IoU": 0.7951511849632252, + "TN": 697257, + "TP": 2919, + "n_pred": 3671, + "n_ref": 2919 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1376, + "IoU": 0.0, + "TN": 699552, + "TP": 0, + "n_pred": 1376, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 8578, + "FP": 0, + "IoU": 0.0, + "TN": 692350, + "TP": 0, + "n_pred": 0, + "n_ref": 8578 + }, + "6": { + "Dice": 0.12362164896307537, + "FN": 194, + "FP": 8469, + "IoU": 0.06588311408238084, + "TN": 691654, + "TP": 611, + "n_pred": 9080, + "n_ref": 805 + }, + "7": { + "Dice": 0.7636282060868915, + "FN": 5691, + "FP": 631, + "IoU": 0.6176363856296118, + "TN": 684394, + "TP": 10212, + "n_pred": 10843, + "n_ref": 15903 + }, + "8": { + "Dice": 0.9191220454928908, + "FN": 4823, + "FP": 450, + "IoU": 0.8503476656733362, + "TN": 665693, + "TP": 29962, + "n_pred": 30412, + "n_ref": 34785 + }, + "9": { + "Dice": 0.7428321295688335, + "FN": 3513, + "FP": 12, + "IoU": 0.5908774373259053, + "TN": 692312, + "TP": 5091, + "n_pred": 5103, + "n_ref": 8604 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0398.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.3177352916582358, + "FN": 1256.4444444444443, + "FP": 1115.54, + "IoU": 0.2610088952756254, + "TN": 707171.7244444446, + "TP": 3066.4244444444444, + "n_pred": 4181.964444444444, + "n_ref": 4322.868888888889 + }, + "mean": { + "1": { + "Dice": 0.4321036243572242, + "FN": 1800.4333333333334, + "FP": 353.73333333333335, + "IoU": 0.3537085997302687, + "TN": 707825.1666666666, + "TP": 2630.8, + "n_pred": 2984.5333333333333, + "n_ref": 4431.233333333334 + }, + "10": { + "Dice": 0.27812206921069155, + "FN": 381.4, + "FP": 694.9666666666667, + "IoU": 0.22296519972264095, + "TN": 710371.9, + "TP": 1161.8666666666666, + "n_pred": 1856.8333333333333, + "n_ref": 1543.2666666666667 + }, + "11": { + "Dice": 0.0, + "FN": 399.46666666666664, + "FP": 0.0, + "IoU": 0.0, + "TN": 712210.6666666666, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 399.46666666666664 + }, + "12": { + "Dice": 0.0, + "FN": 281.93333333333334, + "FP": 0.0, + "IoU": 0.0, + "TN": 712328.2, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 281.93333333333334 + }, + "13": { + "Dice": 0.17634713689222165, + "FN": 575.8666666666667, + "FP": 307.4, + "IoU": 0.12422225511241126, + "TN": 711213.4, + "TP": 513.4666666666667, + "n_pred": 820.8666666666667, + "n_ref": 1089.3333333333333 + }, + "14": { + "Dice": 0.41560904424542033, + "FN": 921.1, + "FP": 1048.9, + "IoU": 0.3392873892319043, + "TN": 708035.8, + "TP": 2604.3333333333335, + "n_pred": 3653.233333333333, + "n_ref": 3525.4333333333334 + }, + "15": { + "Dice": 0.18801449904183334, + "FN": 695.8, + "FP": 923.6333333333333, + "IoU": 0.14319123222606878, + "TN": 710359.3666666667, + "TP": 631.3333333333334, + "n_pred": 1554.9666666666667, + "n_ref": 1327.1333333333334 + }, + "2": { + "Dice": 0.40125605852694174, + "FN": 2000.0666666666666, + "FP": 328.6, + "IoU": 0.3538774200232751, + "TN": 706833.8333333334, + "TP": 3447.633333333333, + "n_pred": 3776.233333333333, + "n_ref": 5447.7 + }, + "3": { + "Dice": 0.34283145945824384, + "FN": 5523.733333333334, + "FP": 1205.4333333333334, + "IoU": 0.3047149453507598, + "TN": 703011.9666666667, + "TP": 2869.0, + "n_pred": 4074.4333333333334, + "n_ref": 8392.733333333334 + }, + "4": { + "Dice": 0.2301251817265344, + "FN": 481.3666666666667, + "FP": 212.4, + "IoU": 0.16886589339093128, + "TN": 711523.8666666667, + "TP": 392.5, + "n_pred": 604.9, + "n_ref": 873.8666666666667 + }, + "5": { + "Dice": 0.31342606884223123, + "FN": 460.3, + "FP": 88.93333333333334, + "IoU": 0.2301986822866517, + "TN": 711866.2333333333, + "TP": 194.66666666666666, + "n_pred": 283.6, + "n_ref": 654.9666666666667 + }, + "6": { + "Dice": 0.5672499089916038, + "FN": 1851.3, + "FP": 8896.366666666667, + "IoU": 0.5073622878577226, + "TN": 678110.3666666667, + "TP": 23752.1, + "n_pred": 32648.466666666667, + "n_ref": 25603.4 + }, + "7": { + "Dice": 0.2513232265931002, + "FN": 2458.9, + "FP": 1365.5333333333333, + "IoU": 0.1901608659778939, + "TN": 706442.7666666667, + "TP": 2342.9333333333334, + "n_pred": 3708.4666666666667, + "n_ref": 4801.833333333333 + }, + "8": { + "Dice": 0.6061017678715801, + "FN": 411.6333333333333, + "FP": 423.06666666666666, + "IoU": 0.5255185463319084, + "TN": 708311.8, + "TP": 3463.633333333333, + "n_pred": 3886.7, + "n_ref": 3875.266666666667 + }, + "9": { + "Dice": 0.5635193291159099, + "FN": 603.3666666666667, + "FP": 884.1333333333333, + "IoU": 0.45106011189194384, + "TN": 709130.5333333333, + "TP": 1992.1, + "n_pred": 2876.233333333333, + "n_ref": 2595.4666666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 10337, + "FP": 15, + "IoU": 0.0, + "TN": 865808, + "TP": 0, + "n_pred": 15, + "n_ref": 10337 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 48, + "IoU": 0.0, + "TN": 876112, + "TP": 0, + "n_pred": 48, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 156047, + "FP": 0, + "IoU": 0.0, + "TN": 720113, + "TP": 0, + "n_pred": 0, + "n_ref": 156047 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4195, + "IoU": 0.0, + "TN": 871965, + "TP": 0, + "n_pred": 4195, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 154537, + "IoU": 0.0, + "TN": 721623, + "TP": 0, + "n_pred": 154537, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2636, + "IoU": 0.0, + "TN": 873524, + "TP": 0, + "n_pred": 2636, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5467, + "IoU": 0.0, + "TN": 695461, + "TP": 0, + "n_pred": 5467, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 789, + "FP": 0, + "IoU": 0.0, + "TN": 700139, + "TP": 0, + "n_pred": 0, + "n_ref": 789 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9351914088756194, + "FN": 6005, + "FP": 2287, + "IoU": 0.8782718477957692, + "TN": 632809, + "TP": 59827, + "n_pred": 62114, + "n_ref": 65832 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7315183357214881, + "FN": 7638, + "FP": 2480, + "IoU": 0.5766881432516108, + "TN": 677026, + "TP": 13784, + "n_pred": 16264, + "n_ref": 21422 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 267, + "FP": 0, + "IoU": 0.0, + "TN": 700661, + "TP": 0, + "n_pred": 0, + "n_ref": 267 + }, + "13": { + "Dice": 0.06658385093167701, + "FN": 4249, + "FP": 3265, + "IoU": 0.034438447699820095, + "TN": 693146, + "TP": 268, + "n_pred": 3533, + "n_ref": 4517 + }, + "14": { + "Dice": 0.021793378805523206, + "FN": 2039, + "FP": 9721, + "IoU": 0.011016735346060045, + "TN": 689037, + "TP": 131, + "n_pred": 9852, + "n_ref": 2170 + }, + "15": { + "Dice": 0.230947511929107, + "FN": 11277, + "FP": 5, + "IoU": 0.13054870530209617, + "TN": 687952, + "TP": 1694, + "n_pred": 1699, + "n_ref": 12971 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8214431308601712, + "FN": 2540, + "FP": 88, + "IoU": 0.6969906606710481, + "TN": 692255, + "TP": 6045, + "n_pred": 6133, + "n_ref": 8585 + }, + "7": { + "Dice": 0.32938169943919926, + "FN": 8966, + "FP": 481, + "IoU": 0.19716155349706807, + "TN": 689161, + "TP": 2320, + "n_pred": 2801, + "n_ref": 11286 + }, + "8": { + "Dice": 0.942783826895069, + "FN": 153, + "FP": 672, + "IoU": 0.8917606927315666, + "TN": 693306, + "TP": 6797, + "n_pred": 7469, + "n_ref": 6950 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 55, + "IoU": 0.0, + "TN": 700873, + "TP": 0, + "n_pred": 55, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1160, + "IoU": 0.0, + "TN": 524536, + "TP": 0, + "n_pred": 1160, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 645, + "IoU": 0.0, + "TN": 525051, + "TP": 0, + "n_pred": 645, + "n_ref": 0 + }, + "3": { + "Dice": 0.7273593898951383, + "FN": 972, + "FP": 172, + "IoU": 0.5715355805243446, + "TN": 523026, + "TP": 1526, + "n_pred": 1698, + "n_ref": 2498 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 22641, + "IoU": 0.0, + "TN": 503055, + "TP": 0, + "n_pred": 22641, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 115, + "IoU": 0.0, + "TN": 525581, + "TP": 0, + "n_pred": 115, + "n_ref": 0 + }, + "14": { + "Dice": 0.6765490196078431, + "FN": 7986, + "FP": 262, + "IoU": 0.5112006637430366, + "TN": 508822, + "TP": 8626, + "n_pred": 8888, + "n_ref": 16612 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 573, + "IoU": 0.0, + "TN": 875587, + "TP": 0, + "n_pred": 573, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 2054, + "FP": 0, + "IoU": 0.0, + "TN": 874106, + "TP": 0, + "n_pred": 0, + "n_ref": 2054 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 88, + "IoU": 0.0, + "TN": 876072, + "TP": 0, + "n_pred": 88, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9396254312469197, + "FN": 118, + "FP": 372, + "IoU": 0.8861259586335115, + "TN": 871857, + "TP": 3813, + "n_pred": 4185, + "n_ref": 3931 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9671387215397856, + "FN": 3568, + "FP": 2312, + "IoU": 0.9363684569350806, + "TN": 783753, + "TP": 86527, + "n_pred": 88839, + "n_ref": 90095 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 138, + "IoU": 0.0, + "TN": 876022, + "TP": 0, + "n_pred": 138, + "n_ref": 0 + }, + "9": { + "Dice": 0.8447770907907582, + "FN": 1940, + "FP": 922, + "IoU": 0.7312676056338028, + "TN": 865510, + "TP": 7788, + "n_pred": 8710, + "n_ref": 9728 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8846607874453163, + "FN": 1322, + "FP": 339, + "IoU": 0.7931764412900012, + "TN": 692897, + "TP": 6370, + "n_pred": 6709, + "n_ref": 7692 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.14, + "FN": 172, + "FP": 0, + "IoU": 0.07526881720430108, + "TN": 875974, + "TP": 14, + "n_pred": 14, + "n_ref": 186 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.12352663837812353, + "FN": 1798, + "FP": 61, + "IoU": 0.06582914572864322, + "TN": 874170, + "TP": 131, + "n_pred": 192, + "n_ref": 1929 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 39, + "IoU": 0.0, + "TN": 876121, + "TP": 0, + "n_pred": 39, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7371339455900191, + "FN": 4839, + "FP": 1229, + "IoU": 0.5836992316136114, + "TN": 861584, + "TP": 8508, + "n_pred": 9737, + "n_ref": 13347 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9821337153843037, + "FN": 1988, + "FP": 2863, + "IoU": 0.964894633242633, + "TN": 737976, + "TP": 133333, + "n_pred": 136196, + "n_ref": 135321 + }, + "7": { + "Dice": 0.2250453720508167, + "FN": 366, + "FP": 61, + "IoU": 0.12678936605316973, + "TN": 875671, + "TP": 62, + "n_pred": 123, + "n_ref": 428 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8952064743722764, + "FN": 889, + "FP": 626, + "IoU": 0.8102930127723517, + "TN": 692942, + "TP": 6471, + "n_pred": 7097, + "n_ref": 7360 + }, + "10": { + "Dice": 0.8772671485067504, + "FN": 899, + "FP": 901, + "IoU": 0.7813676667071542, + "TN": 692695, + "TP": 6433, + "n_pred": 7334, + "n_ref": 7332 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3584, + "FP": 0, + "IoU": 0.0, + "TN": 697344, + "TP": 0, + "n_pred": 0, + "n_ref": 3584 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 44, + "IoU": 0.0, + "TN": 700884, + "TP": 0, + "n_pred": 44, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1054, + "IoU": 0.0, + "TN": 699874, + "TP": 0, + "n_pred": 1054, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 961, + "IoU": 0.0, + "TN": 699967, + "TP": 0, + "n_pred": 961, + "n_ref": 0 + }, + "3": { + "Dice": 0.8586664427275781, + "FN": 1140, + "FP": 2226, + "IoU": 0.752336104775219, + "TN": 687337, + "TP": 10225, + "n_pred": 12451, + "n_ref": 11365 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 767, + "IoU": 0.0, + "TN": 700161, + "TP": 0, + "n_pred": 767, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 860, + "FP": 2, + "IoU": 0.0, + "TN": 700066, + "TP": 0, + "n_pred": 2, + "n_ref": 860 + }, + "6": { + "Dice": 0.9561137843192754, + "FN": 1797, + "FP": 4405, + "IoU": 0.9159176258456366, + "TN": 627167, + "TP": 67559, + "n_pred": 71964, + "n_ref": 69356 + }, + "7": { + "Dice": 0.8544165603289381, + "FN": 4777, + "FP": 5491, + "IoU": 0.7458352929527958, + "TN": 660529, + "TP": 30131, + "n_pred": 35622, + "n_ref": 34908 + }, + "8": { + "Dice": 0.8415909313006938, + "FN": 147, + "FP": 4716, + "IoU": 0.7265058208199764, + "TN": 683147, + "TP": 12918, + "n_pred": 17634, + "n_ref": 13065 + }, + "9": { + "Dice": 0.44343434343434346, + "FN": 599, + "FP": 1605, + "IoU": 0.28487994808565864, + "TN": 697846, + "TP": 878, + "n_pred": 2483, + "n_ref": 1477 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.30674157303370786, + "FN": 2466, + "FP": 2, + "IoU": 0.18115461181154613, + "TN": 697914, + "TP": 546, + "n_pred": 548, + "n_ref": 3012 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3478, + "IoU": 0.0, + "TN": 697450, + "TP": 0, + "n_pred": 3478, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 4150, + "FP": 0, + "IoU": 0.0, + "TN": 696778, + "TP": 0, + "n_pred": 0, + "n_ref": 4150 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 602, + "IoU": 0.0, + "TN": 700326, + "TP": 0, + "n_pred": 602, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9550431926025064, + "FN": 404, + "FP": 1074, + "IoU": 0.913954706875473, + "TN": 683751, + "TP": 15699, + "n_pred": 16773, + "n_ref": 16103 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 700911, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9234983089601295, + "FN": 3044, + "FP": 6592, + "IoU": 0.8578698172485508, + "TN": 633131, + "TP": 58161, + "n_pred": 64753, + "n_ref": 61205 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 732, + "IoU": 0.0, + "TN": 700196, + "TP": 0, + "n_pred": 732, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 758, + "IoU": 0.0, + "TN": 700170, + "TP": 0, + "n_pred": 758, + "n_ref": 0 + }, + "9": { + "Dice": 0.8213605921748326, + "FN": 4332, + "FP": 736, + "IoU": 0.6968718224774209, + "TN": 684209, + "TP": 11651, + "n_pred": 12387, + "n_ref": 15983 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6442966964471224, + "FN": 2273, + "FP": 1151, + "IoU": 0.4752490421455939, + "TN": 694403, + "TP": 3101, + "n_pred": 4252, + "n_ref": 5374 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 424, + "IoU": 0.0, + "TN": 700504, + "TP": 0, + "n_pred": 424, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9215362767761535, + "FN": 5446, + "FP": 11627, + "IoU": 0.8544898237479971, + "TN": 583596, + "TP": 100259, + "n_pred": 111886, + "n_ref": 105705 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.07951070336391437, + "FN": 602, + "FP": 0, + "IoU": 0.041401273885350316, + "TN": 700300, + "TP": 26, + "n_pred": 26, + "n_ref": 628 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6558655865586559, + "FN": 1147, + "FP": 0, + "IoU": 0.48794642857142856, + "TN": 873920, + "TP": 1093, + "n_pred": 1093, + "n_ref": 2240 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9537321254772778, + "FN": 4346, + "FP": 598, + "IoU": 0.9115563506261181, + "TN": 820260, + "TP": 50956, + "n_pred": 51554, + "n_ref": 55302 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6405583559519193, + "FN": 270, + "FP": 657, + "IoU": 0.47119224187107817, + "TN": 874407, + "TP": 826, + "n_pred": 1483, + "n_ref": 1096 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8939596371563181, + "FN": 1099, + "FP": 1917, + "IoU": 0.8082522728717655, + "TN": 860431, + "TP": 12713, + "n_pred": 14630, + "n_ref": 13812 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3266, + "FP": 0, + "IoU": 0.0, + "TN": 872894, + "TP": 0, + "n_pred": 0, + "n_ref": 3266 + }, + "13": { + "Dice": 0.0, + "FN": 67, + "FP": 682, + "IoU": 0.0, + "TN": 875411, + "TP": 0, + "n_pred": 682, + "n_ref": 67 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 20400, + "IoU": 0.0, + "TN": 855760, + "TP": 0, + "n_pred": 20400, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 791, + "IoU": 0.0, + "TN": 875369, + "TP": 0, + "n_pred": 791, + "n_ref": 0 + }, + "3": { + "Dice": 0.9255393180236604, + "FN": 2312, + "FP": 470, + "IoU": 0.8613989637305699, + "TN": 856088, + "TP": 17290, + "n_pred": 17760, + "n_ref": 19602 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 9341, + "FP": 0, + "IoU": 0.0, + "TN": 866819, + "TP": 0, + "n_pred": 0, + "n_ref": 9341 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 256, + "IoU": 0.0, + "TN": 875904, + "TP": 0, + "n_pred": 256, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 876148, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "8": { + "Dice": 0.8914016274305595, + "FN": 6966, + "FP": 2523, + "IoU": 0.8040798629033923, + "TN": 827727, + "TP": 38944, + "n_pred": 41467, + "n_ref": 45910 + }, + "9": { + "Dice": 0.056666666666666664, + "FN": 245, + "FP": 4849, + "IoU": 0.029159519725557463, + "TN": 870913, + "TP": 153, + "n_pred": 5002, + "n_ref": 398 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.14754098360655737, + "FN": 306, + "FP": 6, + "IoU": 0.07964601769911504, + "TN": 525357, + "TP": 27, + "n_pred": 33, + "n_ref": 333 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 525669, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1341, + "FP": 0, + "IoU": 0.0, + "TN": 524355, + "TP": 0, + "n_pred": 0, + "n_ref": 1341 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 326, + "IoU": 0.0, + "TN": 525370, + "TP": 0, + "n_pred": 326, + "n_ref": 0 + }, + "3": { + "Dice": 0.09302325581395349, + "FN": 173, + "FP": 22, + "IoU": 0.04878048780487805, + "TN": 525491, + "TP": 10, + "n_pred": 32, + "n_ref": 183 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5559832635983264, + "FN": 729, + "FP": 1924, + "IoU": 0.385025498377376, + "TN": 521382, + "TP": 1661, + "n_pred": 3585, + "n_ref": 2390 + }, + "6": { + "Dice": 0.671139945491172, + "FN": 4293, + "FP": 17909, + "IoU": 0.5050493791381501, + "TN": 480839, + "TP": 22655, + "n_pred": 40564, + "n_ref": 26948 + }, + "7": { + "Dice": 0.4895120948072196, + "FN": 50877, + "FP": 2494, + "IoU": 0.32407548125633234, + "TN": 446736, + "TP": 25589, + "n_pred": 28083, + "n_ref": 76466 + }, + "8": { + "Dice": 0.8777015755329008, + "FN": 2198, + "FP": 1101, + "IoU": 0.782057210807954, + "TN": 510559, + "TP": 11838, + "n_pred": 12939, + "n_ref": 14036 + }, + "9": { + "Dice": 0.43497509684560043, + "FN": 1175, + "FP": 6993, + "IoU": 0.27793493635077793, + "TN": 514384, + "TP": 3144, + "n_pred": 10137, + "n_ref": 4319 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9142810215980948, + "FN": 3233, + "FP": 1986, + "IoU": 0.8420973012223163, + "TN": 843108, + "TP": 27833, + "n_pred": 29819, + "n_ref": 31066 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 876132, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6700580611529543, + "FN": 18161, + "FP": 194, + "IoU": 0.5038250479820506, + "TN": 839167, + "TP": 18638, + "n_pred": 18832, + "n_ref": 36799 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 876147, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.3953150808348766, + "FN": 11626, + "FP": 455, + "IoU": 0.24635059263880224, + "TN": 860130, + "TP": 3949, + "n_pred": 4404, + "n_ref": 15575 + }, + "7": { + "Dice": 0.19327200876697773, + "FN": 4016, + "FP": 20277, + "IoU": 0.10697349557034151, + "TN": 848957, + "TP": 2910, + "n_pred": 23187, + "n_ref": 6926 + }, + "8": { + "Dice": 0.4366616989567809, + "FN": 1512, + "FP": 0, + "IoU": 0.27931363203050524, + "TN": 874062, + "TP": 586, + "n_pred": 586, + "n_ref": 2098 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6886553098948894, + "FN": 2359, + "FP": 12244, + "IoU": 0.5251520176893312, + "TN": 845407, + "TP": 16150, + "n_pred": 28394, + "n_ref": 18509 + }, + "15": { + "Dice": 0.6704094472945504, + "FN": 7812, + "FP": 5808, + "IoU": 0.5042224810716366, + "TN": 848688, + "TP": 13852, + "n_pred": 19660, + "n_ref": 21664 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 186, + "IoU": 0.0, + "TN": 875974, + "TP": 0, + "n_pred": 186, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 26, + "FP": 0, + "IoU": 0.0, + "TN": 876134, + "TP": 0, + "n_pred": 0, + "n_ref": 26 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8495665476797553, + "FN": 566, + "FP": 24, + "IoU": 0.7384751773049646, + "TN": 698672, + "TP": 1666, + "n_pred": 1690, + "n_ref": 2232 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 700926, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 548, + "IoU": 0.0, + "TN": 700380, + "TP": 0, + "n_pred": 548, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1693, + "IoU": 0.0, + "TN": 699235, + "TP": 0, + "n_pred": 1693, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.4710568242166755, + "FN": 636, + "FP": 3348, + "IoU": 0.3080930878777353, + "TN": 695170, + "TP": 1774, + "n_pred": 5122, + "n_ref": 2410 + }, + "11": { + "Dice": 0.0, + "FN": 3880, + "FP": 0, + "IoU": 0.0, + "TN": 697048, + "TP": 0, + "n_pred": 0, + "n_ref": 3880 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7469157074919016, + "FN": 6295, + "FP": 1049, + "IoU": 0.5960618227820252, + "TN": 682747, + "TP": 10837, + "n_pred": 11886, + "n_ref": 17132 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.965051309206442, + "FN": 367, + "FP": 590, + "IoU": 0.9324629498941426, + "TN": 686758, + "TP": 13213, + "n_pred": 13803, + "n_ref": 13580 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.41349196304265284, + "FN": 9087, + "FP": 181, + "IoU": 0.26063023534104507, + "TN": 688393, + "TP": 3267, + "n_pred": 3448, + "n_ref": 12354 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9452066143089107, + "FN": 2723, + "FP": 10505, + "IoU": 0.896105936130441, + "TN": 573606, + "TP": 114094, + "n_pred": 124599, + "n_ref": 116817 + }, + "7": { + "Dice": 0.0, + "FN": 1, + "FP": 6595, + "IoU": 0.0, + "TN": 694332, + "TP": 0, + "n_pred": 6595, + "n_ref": 1 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7589189189189189, + "FN": 5364, + "FP": 1326, + "IoU": 0.6114982578397212, + "TN": 683708, + "TP": 10530, + "n_pred": 11856, + "n_ref": 15894 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.638981660514443, + "FN": 23967, + "FP": 679, + "IoU": 0.4694879135544697, + "TN": 654471, + "TP": 21811, + "n_pred": 22490, + "n_ref": 45778 + }, + "10": { + "Dice": 0.22366288492706646, + "FN": 950, + "FP": 8, + "IoU": 0.1259124087591241, + "TN": 699832, + "TP": 138, + "n_pred": 146, + "n_ref": 1088 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7889382834715046, + "FN": 5232, + "FP": 5308, + "IoU": 0.6514435001157446, + "TN": 670689, + "TP": 19699, + "n_pred": 25007, + "n_ref": 24931 + }, + "15": { + "Dice": 0.0, + "FN": 59, + "FP": 477, + "IoU": 0.0, + "TN": 700392, + "TP": 0, + "n_pred": 477, + "n_ref": 59 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 178, + "IoU": 0.0, + "TN": 700750, + "TP": 0, + "n_pred": 178, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 700891, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 18197, + "IoU": 0.0, + "TN": 682731, + "TP": 0, + "n_pred": 18197, + "n_ref": 0 + }, + "7": { + "Dice": 0.8930395748413394, + "FN": 1615, + "FP": 458, + "IoU": 0.8067493241353594, + "TN": 690201, + "TP": 8654, + "n_pred": 9112, + "n_ref": 10269 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 1051384, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 1051371, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 327, + "IoU": 0.0, + "TN": 1051065, + "TP": 0, + "n_pred": 327, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8984884410195614, + "FN": 722, + "FP": 648, + "IoU": 0.8156868020987488, + "TN": 1043959, + "TP": 6063, + "n_pred": 6711, + "n_ref": 6785 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.5208333333333334, + "FN": 276, + "FP": 0, + "IoU": 0.352112676056338, + "TN": 1050966, + "TP": 150, + "n_pred": 150, + "n_ref": 426 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 168, + "IoU": 0.0, + "TN": 700760, + "TP": 0, + "n_pred": 168, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7770596449231997, + "FN": 11102, + "FP": 74, + "IoU": 0.6354027338270316, + "TN": 670275, + "TP": 19477, + "n_pred": 19551, + "n_ref": 30579 + }, + "10": { + "Dice": 0.0, + "FN": 40, + "FP": 7562, + "IoU": 0.0, + "TN": 693326, + "TP": 0, + "n_pred": 7562, + "n_ref": 40 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.47291608195341006, + "FN": 1158, + "FP": 2598, + "IoU": 0.30968571953684987, + "TN": 695487, + "TP": 1685, + "n_pred": 4283, + "n_ref": 2843 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 195, + "IoU": 0.0, + "TN": 700733, + "TP": 0, + "n_pred": 195, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 159, + "IoU": 0.0, + "TN": 700769, + "TP": 0, + "n_pred": 159, + "n_ref": 0 + }, + "2": { + "Dice": 0.44589518217294577, + "FN": 26341, + "FP": 4045, + "IoU": 0.2869144841828593, + "TN": 658316, + "TP": 12226, + "n_pred": 16271, + "n_ref": 38567 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 30778, + "IoU": 0.0, + "TN": 670150, + "TP": 0, + "n_pred": 30778, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6977210117705985, + "FN": 2879, + "FP": 742, + "IoU": 0.5357692307692308, + "TN": 693128, + "TP": 4179, + "n_pred": 4921, + "n_ref": 7058 + }, + "6": { + "Dice": 0.6551676555816199, + "FN": 9327, + "FP": 10665, + "IoU": 0.48717422532320953, + "TN": 661944, + "TP": 18992, + "n_pred": 29657, + "n_ref": 28319 + }, + "7": { + "Dice": 0.2825346354758119, + "FN": 3123, + "FP": 36, + "IoU": 0.16450674424755354, + "TN": 697147, + "TP": 622, + "n_pred": 658, + "n_ref": 3745 + }, + "8": { + "Dice": 0.9439429173948839, + "FN": 1097, + "FP": 2784, + "IoU": 0.8938370216374429, + "TN": 664371, + "TP": 32676, + "n_pred": 35460, + "n_ref": 33773 + }, + "9": { + "Dice": 0.7580906148867314, + "FN": 2290, + "FP": 9670, + "IoU": 0.6104234527687297, + "TN": 670228, + "TP": 18740, + "n_pred": 28410, + "n_ref": 21030 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1100, + "IoU": 0.0, + "TN": 524596, + "TP": 0, + "n_pred": 1100, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 1111, + "FP": 0, + "IoU": 0.0, + "TN": 524585, + "TP": 0, + "n_pred": 0, + "n_ref": 1111 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5298762270593257, + "FN": 3709, + "FP": 697, + "IoU": 0.36042967048918567, + "TN": 518807, + "TP": 2483, + "n_pred": 3180, + "n_ref": 6192 + }, + "14": { + "Dice": 0.8668060110274244, + "FN": 6422, + "FP": 970, + "IoU": 0.7649228812211798, + "TN": 494251, + "TP": 24053, + "n_pred": 25023, + "n_ref": 30475 + }, + "15": { + "Dice": 0.7907735321528425, + "FN": 1726, + "FP": 70, + "IoU": 0.6539499036608863, + "TN": 520506, + "TP": 3394, + "n_pred": 3464, + "n_ref": 5120 + }, + "2": { + "Dice": 0.8393995259415328, + "FN": 14611, + "FP": 634, + "IoU": 0.7232458927112644, + "TN": 470611, + "TP": 39840, + "n_pred": 40474, + "n_ref": 54451 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1180, + "IoU": 0.0, + "TN": 524516, + "TP": 0, + "n_pred": 1180, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 515, + "FP": 0, + "IoU": 0.0, + "TN": 525181, + "TP": 0, + "n_pred": 0, + "n_ref": 515 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9633052719565347, + "FN": 2912, + "FP": 161, + "IoU": 0.9292082287083324, + "TN": 482287, + "TP": 40336, + "n_pred": 40497, + "n_ref": 43248 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8739399349614232, + "FN": 1554, + "FP": 423, + "IoU": 0.7761041902604756, + "TN": 516866, + "TP": 6853, + "n_pred": 7276, + "n_ref": 8407 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2681571/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0402.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.31296364356591744, + "FN": 1407.699111111111, + "FP": 1073.2937777777777, + "IoU": 0.2577703383886189, + "TN": 695392.464, + "TP": 3054.543111111111, + "n_pred": 4127.836888888889, + "n_ref": 4462.242222222223 + }, + "mean": { + "1": { + "Dice": 0.3273776880171437, + "FN": 2682.8200000000006, + "FP": 399.36, + "IoU": 0.2800065687417007, + "TN": 694924.4666666667, + "TP": 2921.3533333333335, + "n_pred": 3320.713333333333, + "n_ref": 5604.173333333333 + }, + "10": { + "Dice": 0.33767690853627763, + "FN": 1022.1866666666665, + "FP": 1372.9733333333334, + "IoU": 0.2616853933592491, + "TN": 696729.14, + "TP": 1803.6999999999996, + "n_pred": 3176.673333333333, + "n_ref": 2825.8866666666668 + }, + "11": { + "Dice": 0.0, + "FN": 207.2, + "FP": 0.0, + "IoU": 0.0, + "TN": 700720.7999999999, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 207.2 + }, + "12": { + "Dice": 0.0482011921240159, + "FN": 283.8466666666667, + "FP": 18.193333333333335, + "IoU": 0.0345033816867102, + "TN": 700609.68, + "TP": 16.28, + "n_pred": 34.473333333333336, + "n_ref": 300.12666666666667 + }, + "13": { + "Dice": 0.1967493590420331, + "FN": 1386.2066666666665, + "FP": 709.6400000000001, + "IoU": 0.13702572273127062, + "TN": 697975.1933333334, + "TP": 856.9599999999998, + "n_pred": 1566.6, + "n_ref": 2243.166666666667 + }, + "14": { + "Dice": 0.3719124774815651, + "FN": 872.0266666666666, + "FP": 646.3466666666667, + "IoU": 0.31766336276657997, + "TN": 697552.9266666665, + "TP": 1856.7, + "n_pred": 2503.0466666666666, + "n_ref": 2728.726666666667 + }, + "15": { + "Dice": 0.20818317047018936, + "FN": 856.76, + "FP": 364.54, + "IoU": 0.1426399035362371, + "TN": 699419.0533333335, + "TP": 287.64666666666665, + "n_pred": 652.1866666666667, + "n_ref": 1144.4066666666665 + }, + "2": { + "Dice": 0.3466758863260156, + "FN": 1596.0933333333332, + "FP": 1009.3466666666667, + "IoU": 0.296468146218248, + "TN": 695394.9133333333, + "TP": 2927.6466666666665, + "n_pred": 3936.9933333333333, + "n_ref": 4523.74 + }, + "3": { + "Dice": 0.2561129876907986, + "FN": 2277.0733333333333, + "FP": 1954.373333333333, + "IoU": 0.2164854249993346, + "TN": 694196.3333333334, + "TP": 2500.2200000000003, + "n_pred": 4454.593333333333, + "n_ref": 4777.293333333333 + }, + "4": { + "Dice": 0.2455797728933053, + "FN": 871.8599999999999, + "FP": 410.88666666666666, + "IoU": 0.18872570870566785, + "TN": 699110.2333333333, + "TP": 535.0200000000001, + "n_pred": 945.9066666666665, + "n_ref": 1406.88 + }, + "5": { + "Dice": 0.25329086597255673, + "FN": 353.5466666666667, + "FP": 91.05333333333333, + "IoU": 0.19311466632776236, + "TN": 700343.0066666666, + "TP": 140.39333333333335, + "n_pred": 231.44666666666672, + "n_ref": 493.93999999999994 + }, + "6": { + "Dice": 0.6201329958723488, + "FN": 2762.58, + "FP": 6114.660000000001, + "IoU": 0.5490352773980376, + "TN": 669193.2266666667, + "TP": 22857.533333333333, + "n_pred": 28972.193333333336, + "n_ref": 25620.113333333335 + }, + "7": { + "Dice": 0.32204363537822217, + "FN": 4321.460000000001, + "FP": 1908.14, + "IoU": 0.25495536724134055, + "TN": 690653.44, + "TP": 4044.9600000000005, + "n_pred": 5953.1, + "n_ref": 8366.420000000002 + }, + "8": { + "Dice": 0.6890365319492773, + "FN": 745.4066666666665, + "FP": 337.8666666666667, + "IoU": 0.611339577191991, + "TN": 696791.14, + "TP": 3053.5866666666666, + "n_pred": 3391.4533333333334, + "n_ref": 3798.9933333333333 + }, + "9": { + "Dice": 0.4714811817350114, + "FN": 876.4200000000001, + "FP": 762.0266666666666, + "IoU": 0.3829065749251546, + "TN": 697273.4066666666, + "TP": 2016.1466666666668, + "n_pred": 2778.173333333333, + "n_ref": 2892.5666666666666 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/loop_003/summary.json b/nnActive_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/loop_003/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..383e3ba7c4d34c5c1825d86939991ccc47b2c7e7 --- /dev/null +++ b/nnActive_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/loop_003/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.5451660053522277, + "FN": 44789.882666666665, + "FP": 38218.70533333333, + "IoU": 0.44054611886726214, + "TN": 96232151.604, + "TP": 141800.648, + "n_pred": 180019.35333333333, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.7859707078808492, + "FN": 43321.62, + "FP": 28764.56, + "IoU": 0.6860331149136688, + "TN": 96233908.14, + "TP": 150966.52, + "n_pred": 179731.08, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.5691723652647043, + "FN": 32269.58, + "FP": 22867.76, + "IoU": 0.4203257389291972, + "TN": 96359870.52, + "TP": 41952.98, + "n_pred": 64820.74, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.0, + "FN": 3700.38, + "FP": 0.0, + "IoU": 0.0, + "TN": 96453260.46, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.0, + "FN": 4236.66, + "FP": 0.0, + "IoU": 0.0, + "TN": 96452724.18, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.40266567733265757, + "FN": 37688.42, + "FP": 17745.14, + "IoU": 0.270510136800079, + "TN": 96381357.56, + "TP": 20169.72, + "n_pred": 37914.86, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.6793668340018154, + "FN": 62409.62, + "FP": 18598.44, + "IoU": 0.5575861365470595, + "TN": 96300004.26, + "TP": 75948.52, + "n_pred": 94546.96, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.5081900202739519, + "FN": 35303.48, + "FP": 4755.26, + "IoU": 0.38441807891111157, + "TN": 96398158.54, + "TP": 18743.56, + "n_pred": 23498.82, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.7251868035141712, + "FN": 41984.38, + "FP": 44300.48, + "IoU": 0.5843194060939545, + "TN": 96255818.66, + "TP": 114857.32, + "n_pred": 159157.8, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.6924506355027692, + "FN": 52146.22, + "FP": 39894.54, + "IoU": 0.5480575658706959, + "TN": 96253663.72, + "TP": 111256.36, + "n_pred": 151150.9, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.5795741235646701, + "FN": 10833.46, + "FP": 5420.0, + "IoU": 0.47127769939755365, + "TN": 96424963.34, + "TP": 15744.04, + "n_pred": 21164.04, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.20207462062291803, + "FN": 15594.68, + "FP": 264.22, + "IoU": 0.13249822712249654, + "TN": 96439544.46, + "TP": 1557.48, + "n_pred": 1821.7, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.863658269627515, + "FN": 110413.68, + "FP": 305961.64, + "IoU": 0.7712105080731316, + "TN": 94791775.58, + "TP": 1248809.94, + "n_pred": 1554771.58, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.5957404675798291, + "FN": 159495.84, + "FP": 64960.26, + "IoU": 0.4541837618358796, + "TN": 96053075.92, + "TP": 179428.82, + "n_pred": 244389.08, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.832322920372506, + "FN": 39365.74, + "FP": 8131.28, + "IoU": 0.7261505586623227, + "TN": 96316460.38, + "TP": 93003.44, + "n_pred": 101134.72, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.7411166347450608, + "FN": 23084.48, + "FP": 11617.0, + "IoU": 0.6016208498517824, + "TN": 96367688.34, + "TP": 54571.02, + "n_pred": 66188.02, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.7585940657913263, + "FN": 9176, + "FP": 43977, + "IoU": 0.6110765583498576, + "TN": 119456653, + "TP": 83514, + "n_pred": 127491, + "n_ref": 92690 + }, + "10": { + "Dice": 0.5812529558281048, + "FN": 29246, + "FP": 37161, + "IoU": 0.4096945669179349, + "TN": 119480824, + "TP": 46089, + "n_pred": 83250, + "n_ref": 75335 + }, + "11": { + "Dice": 0.0, + "FN": 3546, + "FP": 0, + "IoU": 0.0, + "TN": 119589774, + "TP": 0, + "n_pred": 0, + "n_ref": 3546 + }, + "12": { + "Dice": 0.0, + "FN": 4465, + "FP": 0, + "IoU": 0.0, + "TN": 119588855, + "TP": 0, + "n_pred": 0, + "n_ref": 4465 + }, + "13": { + "Dice": 0.2837090346755487, + "FN": 38447, + "FP": 33811, + "IoU": 0.16530357637926255, + "TN": 119506752, + "TP": 14310, + "n_pred": 48121, + "n_ref": 52757 + }, + "14": { + "Dice": 0.4110068856032305, + "FN": 182243, + "FP": 4747, + "IoU": 0.25865869516952644, + "TN": 119341088, + "TP": 65242, + "n_pred": 69989, + "n_ref": 247485 + }, + "15": { + "Dice": 0.05736939444434271, + "FN": 29730, + "FP": 73226, + "IoU": 0.0295318081987765, + "TN": 119487231, + "TP": 3133, + "n_pred": 76359, + "n_ref": 32863 + }, + "2": { + "Dice": 0.9289438766361843, + "FN": 11280, + "FP": 8534, + "IoU": 0.867315779605175, + "TN": 119443988, + "TP": 129518, + "n_pred": 138052, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9257598405580468, + "FN": 8732, + "FP": 17194, + "IoU": 0.8617810760667903, + "TN": 119405748, + "TP": 161646, + "n_pred": 178840, + "n_ref": 170378 + }, + "4": { + "Dice": 0.7312083383832263, + "FN": 32455, + "FP": 812, + "IoU": 0.5763029191502369, + "TN": 119514804, + "TP": 45249, + "n_pred": 46061, + "n_ref": 77704 + }, + "5": { + "Dice": 0.0, + "FN": 64264, + "FP": 0, + "IoU": 0.0, + "TN": 119529056, + "TP": 0, + "n_pred": 0, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9084991991758352, + "FN": 53151, + "FP": 174223, + "IoU": 0.8323394710199483, + "TN": 118237163, + "TP": 1128783, + "n_pred": 1303006, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 172061, + "IoU": 0.0, + "TN": 119421259, + "TP": 0, + "n_pred": 172061, + "n_ref": 0 + }, + "8": { + "Dice": 0.6700261333682682, + "FN": 138184, + "FP": 7905, + "IoU": 0.5037889466694293, + "TN": 119298911, + "TP": 148320, + "n_pred": 156225, + "n_ref": 286504 + }, + "9": { + "Dice": 0.6829004958183494, + "FN": 35421, + "FP": 2760, + "IoU": 0.5184881579942997, + "TN": 119514026, + "TP": 41113, + "n_pred": 43873, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8566785005053507, + "FN": 19889, + "FP": 36549, + "IoU": 0.7492892426880842, + "TN": 72600548, + "TP": 168674, + "n_pred": 205223, + "n_ref": 188563 + }, + "10": { + "Dice": 0.5457996468171498, + "FN": 23017, + "FP": 52601, + "IoU": 0.37532630605029244, + "TN": 72704608, + "TP": 45434, + "n_pred": 98035, + "n_ref": 68451 + }, + "11": { + "Dice": 0.0, + "FN": 2247, + "FP": 0, + "IoU": 0.0, + "TN": 72823413, + "TP": 0, + "n_pred": 0, + "n_ref": 2247 + }, + "12": { + "Dice": 0.0, + "FN": 2874, + "FP": 0, + "IoU": 0.0, + "TN": 72822786, + "TP": 0, + "n_pred": 0, + "n_ref": 2874 + }, + "13": { + "Dice": 0.5152829643041253, + "FN": 29692, + "FP": 8859, + "IoU": 0.34705802648961753, + "TN": 72766618, + "TP": 20491, + "n_pred": 29350, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8646731486577386, + "FN": 6188, + "FP": 15942, + "IoU": 0.7616072390391038, + "TN": 72732830, + "TP": 70700, + "n_pred": 86642, + "n_ref": 76888 + }, + "15": { + "Dice": 0.6771989528795812, + "FN": 16612, + "FP": 8050, + "IoU": 0.511943163602541, + "TN": 72775129, + "TP": 25869, + "n_pred": 33919, + "n_ref": 42481 + }, + "2": { + "Dice": 0.8687393596062776, + "FN": 18988, + "FP": 16324, + "IoU": 0.767939172093818, + "TN": 72673493, + "TP": 116855, + "n_pred": 133179, + "n_ref": 135843 + }, + "3": { + "Dice": 0.8640273116986402, + "FN": 15789, + "FP": 19260, + "IoU": 0.7606057087434344, + "TN": 72679253, + "TP": 111358, + "n_pred": 130618, + "n_ref": 127147 + }, + "4": { + "Dice": 0.833567889572208, + "FN": 5391, + "FP": 3242, + "IoU": 0.7146304376570144, + "TN": 72795408, + "TP": 21619, + "n_pred": 24861, + "n_ref": 27010 + }, + "5": { + "Dice": 0.3535674262233844, + "FN": 6746, + "FP": 176, + "IoU": 0.21474758933635849, + "TN": 72816845, + "TP": 1893, + "n_pred": 2069, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9229519122052312, + "FN": 64562, + "FP": 126311, + "IoU": 0.8569273021921928, + "TN": 71491562, + "TP": 1143225, + "n_pred": 1269536, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.5867013609867473, + "FN": 123889, + "FP": 38122, + "IoU": 0.4151290780244257, + "TN": 72548657, + "TP": 114992, + "n_pred": 153114, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9209151973861435, + "FN": 5205, + "FP": 3896, + "IoU": 0.8534224512803994, + "TN": 72763570, + "TP": 52989, + "n_pred": 56885, + "n_ref": 58194 + }, + "9": { + "Dice": 0.7791805621724631, + "FN": 25649, + "FP": 4015, + "IoU": 0.6382439024390244, + "TN": 72743660, + "TP": 52336, + "n_pred": 56351, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9077686272598802, + "FN": 27187, + "FP": 20130, + "IoU": 0.8311138554668399, + "TN": 71529317, + "TP": 232854, + "n_pred": 252984, + "n_ref": 260041 + }, + "10": { + "Dice": 0.72304323701905, + "FN": 33123, + "FP": 13298, + "IoU": 0.5662237422441504, + "TN": 71702472, + "TP": 60595, + "n_pred": 73893, + "n_ref": 93718 + }, + "11": { + "Dice": 0.0, + "FN": 3369, + "FP": 0, + "IoU": 0.0, + "TN": 71806119, + "TP": 0, + "n_pred": 0, + "n_ref": 3369 + }, + "12": { + "Dice": 0.0, + "FN": 6509, + "FP": 0, + "IoU": 0.0, + "TN": 71802979, + "TP": 0, + "n_pred": 0, + "n_ref": 6509 + }, + "13": { + "Dice": 0.5148672014512883, + "FN": 36655, + "FP": 14690, + "IoU": 0.3466809176623277, + "TN": 71730897, + "TP": 27246, + "n_pred": 41936, + "n_ref": 63901 + }, + "14": { + "Dice": 0.403837072650389, + "FN": 390045, + "FP": 56, + "IoU": 0.2530049193166956, + "TN": 71287261, + "TP": 132126, + "n_pred": 132182, + "n_ref": 522171 + }, + "15": { + "Dice": 0.013458905804153128, + "FN": 179439, + "FP": 0, + "IoU": 0.006775045249995849, + "TN": 71628825, + "TP": 1224, + "n_pred": 1224, + "n_ref": 180663 + }, + "2": { + "Dice": 0.7934028152399859, + "FN": 36568, + "FP": 20878, + "IoU": 0.6575540082979636, + "TN": 71641736, + "TP": 110306, + "n_pred": 131184, + "n_ref": 146874 + }, + "3": { + "Dice": 0.8534247761374161, + "FN": 22354, + "FP": 33513, + "IoU": 0.7443251505665697, + "TN": 71590980, + "TP": 162641, + "n_pred": 196154, + "n_ref": 184995 + }, + "4": { + "Dice": 0.785, + "FN": 1572, + "FP": 5222, + "IoU": 0.6460905349794238, + "TN": 71790291, + "TP": 12403, + "n_pred": 17625, + "n_ref": 13975 + }, + "5": { + "Dice": 0.4374554271858508, + "FN": 7276, + "FP": 612, + "IoU": 0.279963486992241, + "TN": 71798533, + "TP": 3067, + "n_pred": 3679, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9077342881697944, + "FN": 41478, + "FP": 203833, + "IoU": 0.8310562881707515, + "TN": 70357460, + "TP": 1206717, + "n_pred": 1410550, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.8692925026855632, + "FN": 34047, + "FP": 26426, + "IoU": 0.768804049455969, + "TN": 71547922, + "TP": 201093, + "n_pred": 227519, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9162560957216832, + "FN": 8334, + "FP": 4992, + "IoU": 0.8454544400245863, + "TN": 71723261, + "TP": 72901, + "n_pred": 77893, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8541913771041607, + "FN": 15059, + "FP": 9896, + "IoU": 0.7454921878187084, + "TN": 71711436, + "TP": 73097, + "n_pred": 82993, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.924105642588492, + "FN": 13457, + "FP": 19515, + "IoU": 0.8589185696742531, + "TN": 135211801, + "TP": 200737, + "n_pred": 220252, + "n_ref": 214194 + }, + "10": { + "Dice": 0.6783374020300655, + "FN": 32340, + "FP": 17730, + "IoU": 0.5132455159675302, + "TN": 135342645, + "TP": 52795, + "n_pred": 70525, + "n_ref": 85135 + }, + "11": { + "Dice": 0.0, + "FN": 3547, + "FP": 0, + "IoU": 0.0, + "TN": 135441963, + "TP": 0, + "n_pred": 0, + "n_ref": 3547 + }, + "12": { + "Dice": 0.0, + "FN": 5508, + "FP": 0, + "IoU": 0.0, + "TN": 135440002, + "TP": 0, + "n_pred": 0, + "n_ref": 5508 + }, + "13": { + "Dice": 0.6293639897868846, + "FN": 16047, + "FP": 12840, + "IoU": 0.45917660494636137, + "TN": 135392097, + "TP": 24526, + "n_pred": 37366, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8796969328053051, + "FN": 20175, + "FP": 13423, + "IoU": 0.7852312098083586, + "TN": 135289072, + "TP": 122840, + "n_pred": 136263, + "n_ref": 143015 + }, + "15": { + "Dice": 0.506384193851049, + "FN": 32679, + "FP": 3622, + "IoU": 0.33903242839715225, + "TN": 135390589, + "TP": 18620, + "n_pred": 22242, + "n_ref": 51299 + }, + "2": { + "Dice": 0.7200134724883595, + "FN": 51347, + "FP": 71683, + "IoU": 0.5625164460817432, + "TN": 135164288, + "TP": 158192, + "n_pred": 229875, + "n_ref": 209539 + }, + "3": { + "Dice": 0.7585299803150042, + "FN": 55584, + "FP": 53467, + "IoU": 0.6109933935476507, + "TN": 135165178, + "TP": 171281, + "n_pred": 224748, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8490312271123244, + "FN": 4962, + "FP": 6375, + "IoU": 0.7376666049611255, + "TN": 135402294, + "TP": 31879, + "n_pred": 38254, + "n_ref": 36841 + }, + "5": { + "Dice": 0.0, + "FN": 28044, + "FP": 0, + "IoU": 0.0, + "TN": 135417466, + "TP": 0, + "n_pred": 0, + "n_ref": 28044 + }, + "6": { + "Dice": 0.937254794562055, + "FN": 53896, + "FP": 161466, + "IoU": 0.881918629005551, + "TN": 133621666, + "TP": 1608482, + "n_pred": 1769948, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.7218790032645978, + "FN": 59220, + "FP": 48464, + "IoU": 0.5647970772003847, + "TN": 135198076, + "TP": 139750, + "n_pred": 188214, + "n_ref": 198970 + }, + "8": { + "Dice": 0.5928129434068282, + "FN": 164081, + "FP": 8390, + "IoU": 0.42127515359758944, + "TN": 135147491, + "TP": 125548, + "n_pred": 133938, + "n_ref": 289629 + }, + "9": { + "Dice": 0.7823830102781982, + "FN": 33674, + "FP": 2129, + "IoU": 0.6425526391981071, + "TN": 135345347, + "TP": 64360, + "n_pred": 66489, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7133698600366939, + "FN": 85521, + "FP": 51647, + "IoU": 0.5544482737339254, + "TN": 105446144, + "TP": 170693, + "n_pred": 222340, + "n_ref": 256214 + }, + "10": { + "Dice": 0.24003978559982317, + "FN": 45281, + "FP": 50990, + "IoU": 0.13638932496075354, + "TN": 105642530, + "TP": 15204, + "n_pred": 66194, + "n_ref": 60485 + }, + "11": { + "Dice": 0.0, + "FN": 2469, + "FP": 0, + "IoU": 0.0, + "TN": 105751536, + "TP": 0, + "n_pred": 0, + "n_ref": 2469 + }, + "12": { + "Dice": 0.0, + "FN": 4404, + "FP": 0, + "IoU": 0.0, + "TN": 105749601, + "TP": 0, + "n_pred": 0, + "n_ref": 4404 + }, + "13": { + "Dice": 0.3202087286527514, + "FN": 64027, + "FP": 7623, + "IoU": 0.19062411748093758, + "TN": 105665480, + "TP": 16875, + "n_pred": 24498, + "n_ref": 80902 + }, + "14": { + "Dice": 0.8488279594242282, + "FN": 50715, + "FP": 1355, + "IoU": 0.737359777257687, + "TN": 105555749, + "TP": 146186, + "n_pred": 147541, + "n_ref": 196901 + }, + "15": { + "Dice": 0.6949208716546524, + "FN": 11158, + "FP": 3570, + "IoU": 0.5324741286267538, + "TN": 105722503, + "TP": 16774, + "n_pred": 20344, + "n_ref": 27932 + }, + "2": { + "Dice": 0.850115358487849, + "FN": 17110, + "FP": 30769, + "IoU": 0.7393049074643769, + "TN": 105570346, + "TP": 135780, + "n_pred": 166549, + "n_ref": 152890 + }, + "3": { + "Dice": 0.8608462098251992, + "FN": 24186, + "FP": 23427, + "IoU": 0.7556891942510275, + "TN": 105559118, + "TP": 147274, + "n_pred": 170701, + "n_ref": 171460 + }, + "4": { + "Dice": 0.5027093398820169, + "FN": 22021, + "FP": 15239, + "IoU": 0.33574599326119126, + "TN": 105697912, + "TP": 18833, + "n_pred": 34072, + "n_ref": 40854 + }, + "5": { + "Dice": 0.05213419436131674, + "FN": 12034, + "FP": 2, + "IoU": 0.026764777229724267, + "TN": 105741638, + "TP": 331, + "n_pred": 333, + "n_ref": 12365 + }, + "6": { + "Dice": 0.905512911648723, + "FN": 98452, + "FP": 201680, + "IoU": 0.8273399670824602, + "TN": 104015722, + "TP": 1438151, + "n_pred": 1639831, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.7200930579277408, + "FN": 92572, + "FP": 44106, + "IoU": 0.5626136043624075, + "TN": 105441517, + "TP": 175810, + "n_pred": 219916, + "n_ref": 268382 + }, + "8": { + "Dice": 0.8959553143881293, + "FN": 7184, + "FP": 11741, + "IoU": 0.811520879602426, + "TN": 105653596, + "TP": 81484, + "n_pred": 93225, + "n_ref": 88668 + }, + "9": { + "Dice": 0.7355250173066443, + "FN": 24870, + "FP": 11042, + "IoU": 0.5816841197917273, + "TN": 105668156, + "TP": 49937, + "n_pred": 60979, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8850054304687225, + "FN": 14094, + "FP": 48057, + "IoU": 0.7937307092363347, + "TN": 96836570, + "TP": 239159, + "n_pred": 287216, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8150942747632388, + "FN": 17728, + "FP": 25304, + "IoU": 0.6878979967797618, + "TN": 97000002, + "TP": 94846, + "n_pred": 120150, + "n_ref": 112574 + }, + "11": { + "Dice": 0.0, + "FN": 3561, + "FP": 0, + "IoU": 0.0, + "TN": 97134319, + "TP": 0, + "n_pred": 0, + "n_ref": 3561 + }, + "12": { + "Dice": 0.0, + "FN": 4518, + "FP": 0, + "IoU": 0.0, + "TN": 97133362, + "TP": 0, + "n_pred": 0, + "n_ref": 4518 + }, + "13": { + "Dice": 0.6975692107382847, + "FN": 18287, + "FP": 9122, + "IoU": 0.5355902336535692, + "TN": 97078861, + "TP": 31610, + "n_pred": 40732, + "n_ref": 49897 + }, + "14": { + "Dice": 0.8047092486330024, + "FN": 82787, + "FP": 5394, + "IoU": 0.673233058745493, + "TN": 96868021, + "TP": 181678, + "n_pred": 187072, + "n_ref": 264465 + }, + "15": { + "Dice": 0.2836322473380735, + "FN": 18363, + "FP": 1888, + "IoU": 0.16525144270403958, + "TN": 97113620, + "TP": 4009, + "n_pred": 5897, + "n_ref": 22372 + }, + "2": { + "Dice": 0.713179187054271, + "FN": 26501, + "FP": 63185, + "IoU": 0.5542179454042985, + "TN": 96936692, + "TP": 111502, + "n_pred": 174687, + "n_ref": 138003 + }, + "3": { + "Dice": 0.5905622748578409, + "FN": 82804, + "FP": 22105, + "IoU": 0.41900558238447566, + "TN": 96957312, + "TP": 75659, + "n_pred": 97764, + "n_ref": 158463 + }, + "4": { + "Dice": 0.8363761153054221, + "FN": 3124, + "FP": 6412, + "IoU": 0.7187684322283827, + "TN": 97103972, + "TP": 24372, + "n_pred": 30784, + "n_ref": 27496 + }, + "5": { + "Dice": 0.24889841610098845, + "FN": 12543, + "FP": 71, + "IoU": 0.14213819368879216, + "TN": 97123176, + "TP": 2090, + "n_pred": 2161, + "n_ref": 14633 + }, + "6": { + "Dice": 0.8579789842276417, + "FN": 74309, + "FP": 397793, + "IoU": 0.7512812569805325, + "TN": 95239744, + "TP": 1426034, + "n_pred": 1823827, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.8702888669785395, + "FN": 46821, + "FP": 15011, + "IoU": 0.7703640705486499, + "TN": 96868619, + "TP": 207429, + "n_pred": 222440, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9061112823674476, + "FN": 10479, + "FP": 13887, + "IoU": 0.828339544746835, + "TN": 96995937, + "TP": 117577, + "n_pred": 131464, + "n_ref": 128056 + }, + "9": { + "Dice": 0.720452024046028, + "FN": 12732, + "FP": 30608, + "IoU": 0.5630519820946083, + "TN": 97038692, + "TP": 55848, + "n_pred": 86456, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9204685676636943, + "FN": 8654, + "FP": 19834, + "IoU": 0.8526556430799149, + "TN": 130573449, + "TP": 164855, + "n_pred": 184689, + "n_ref": 173509 + }, + "10": { + "Dice": 0.7420838836069575, + "FN": 17967, + "FP": 23240, + "IoU": 0.5899311360560465, + "TN": 130666304, + "TP": 59281, + "n_pred": 82521, + "n_ref": 77248 + }, + "11": { + "Dice": 0.0, + "FN": 4049, + "FP": 0, + "IoU": 0.0, + "TN": 130762743, + "TP": 0, + "n_pred": 0, + "n_ref": 4049 + }, + "12": { + "Dice": 0.0, + "FN": 3328, + "FP": 0, + "IoU": 0.0, + "TN": 130763464, + "TP": 0, + "n_pred": 0, + "n_ref": 3328 + }, + "13": { + "Dice": 0.3873361957510654, + "FN": 37100, + "FP": 39668, + "IoU": 0.240184094620676, + "TN": 130665757, + "TP": 24267, + "n_pred": 63935, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9319981627288038, + "FN": 16376, + "FP": 4499, + "IoU": 0.8726559545160621, + "TN": 130602866, + "TP": 143051, + "n_pred": 147550, + "n_ref": 159427 + }, + "15": { + "Dice": 0.6787933566828607, + "FN": 13770, + "FP": 445, + "IoU": 0.5137677441422952, + "TN": 130737557, + "TP": 15020, + "n_pred": 15465, + "n_ref": 28790 + }, + "2": { + "Dice": 0.7367245615766155, + "FN": 13268, + "FP": 96129, + "IoU": 0.5831860092966548, + "TN": 130504332, + "TP": 153063, + "n_pred": 249192, + "n_ref": 166331 + }, + "3": { + "Dice": 0.5438563838787182, + "FN": 101765, + "FP": 6071, + "IoU": 0.3734908959923775, + "TN": 130594670, + "TP": 64286, + "n_pred": 70357, + "n_ref": 166051 + }, + "4": { + "Dice": 0.6573440603494974, + "FN": 13554, + "FP": 3525, + "IoU": 0.48958488987179105, + "TN": 130733331, + "TP": 16382, + "n_pred": 19907, + "n_ref": 29936 + }, + "5": { + "Dice": 0.26486457027630933, + "FN": 26449, + "FP": 529, + "IoU": 0.15264777938312707, + "TN": 130734954, + "TP": 4860, + "n_pred": 5389, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9120426615975841, + "FN": 62775, + "FP": 183018, + "IoU": 0.8383073760381548, + "TN": 129246667, + "TP": 1274332, + "n_pred": 1457350, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.8369562990211145, + "FN": 57507, + "FP": 93680, + "IoU": 0.719625838923063, + "TN": 130227559, + "TP": 388046, + "n_pred": 481726, + "n_ref": 445553 + }, + "8": { + "Dice": 0.7999607608373034, + "FN": 71201, + "FP": 8327, + "IoU": 0.6666121696116036, + "TN": 130528247, + "TP": 159017, + "n_pred": 167344, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8016208400121059, + "FN": 30514, + "FP": 4882, + "IoU": 0.6689208781135711, + "TN": 130659881, + "TP": 71515, + "n_pred": 76397, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7721078941358573, + "FN": 63918, + "FP": 16911, + "IoU": 0.6288076048770407, + "TN": 72018253, + "TP": 136926, + "n_pred": 153837, + "n_ref": 200844 + }, + "10": { + "Dice": 0.2461138484770645, + "FN": 46854, + "FP": 49997, + "IoU": 0.1403248712941594, + "TN": 72123348, + "TP": 15809, + "n_pred": 65806, + "n_ref": 62663 + }, + "11": { + "Dice": 0.0, + "FN": 2687, + "FP": 0, + "IoU": 0.0, + "TN": 72233321, + "TP": 0, + "n_pred": 0, + "n_ref": 2687 + }, + "12": { + "Dice": 0.0, + "FN": 4071, + "FP": 0, + "IoU": 0.0, + "TN": 72231937, + "TP": 0, + "n_pred": 0, + "n_ref": 4071 + }, + "13": { + "Dice": 0.12513361984336482, + "FN": 64702, + "FP": 15504, + "IoU": 0.06674268692839357, + "TN": 72150066, + "TP": 5736, + "n_pred": 21240, + "n_ref": 70438 + }, + "14": { + "Dice": 0.37518949553373604, + "FN": 41671, + "FP": 65489, + "IoU": 0.23091277075229305, + "TN": 72096674, + "TP": 32174, + "n_pred": 97663, + "n_ref": 73845 + }, + "15": { + "Dice": 0.6099637175551214, + "FN": 15203, + "FP": 1567, + "IoU": 0.4388113643208513, + "TN": 72206125, + "TP": 13113, + "n_pred": 14680, + "n_ref": 28316 + }, + "2": { + "Dice": 0.5657147699347513, + "FN": 67211, + "FP": 25039, + "IoU": 0.39442278151955573, + "TN": 72083674, + "TP": 60084, + "n_pred": 85123, + "n_ref": 127295 + }, + "3": { + "Dice": 0.6972694805854046, + "FN": 13714, + "FP": 120471, + "IoU": 0.5352369275103301, + "TN": 71947291, + "TP": 154532, + "n_pred": 275003, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1315, + "IoU": 0.0, + "TN": 72234693, + "TP": 0, + "n_pred": 1315, + "n_ref": 0 + }, + "5": { + "Dice": 0.7919273708747393, + "FN": 1772, + "FP": 1620, + "IoU": 0.6555296029247486, + "TN": 72226161, + "TP": 6455, + "n_pred": 8075, + "n_ref": 8227 + }, + "6": { + "Dice": 0.6944371675583331, + "FN": 52505, + "FP": 1231716, + "IoU": 0.5319063551001946, + "TN": 69492495, + "TP": 1459292, + "n_pred": 2691008, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.3730499921369081, + "FN": 219467, + "FP": 183186, + "IoU": 0.22929407193456944, + "TN": 71713561, + "TP": 119794, + "n_pred": 302980, + "n_ref": 339261 + }, + "8": { + "Dice": 0.8981328688424398, + "FN": 8798, + "FP": 4536, + "IoU": 0.8151008805380295, + "TN": 72163893, + "TP": 58781, + "n_pred": 63317, + "n_ref": 67579 + }, + "9": { + "Dice": 0.42020832172895894, + "FN": 34532, + "FP": 7104, + "IoU": 0.2659897045342359, + "TN": 72179284, + "TP": 15088, + "n_pred": 22192, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.44257694763255184, + "FN": 29376, + "FP": 120796, + "IoU": 0.2841725932846493, + "TN": 52343332, + "TP": 59616, + "n_pred": 180412, + "n_ref": 88992 + }, + "10": { + "Dice": 0.005107316970221387, + "FN": 47063, + "FP": 78, + "IoU": 0.002560196352249164, + "TN": 52505858, + "TP": 121, + "n_pred": 199, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0, + "FN": 2042, + "FP": 0, + "IoU": 0.0, + "TN": 52551078, + "TP": 0, + "n_pred": 0, + "n_ref": 2042 + }, + "12": { + "Dice": 0.0, + "FN": 4066, + "FP": 0, + "IoU": 0.0, + "TN": 52549054, + "TP": 0, + "n_pred": 0, + "n_ref": 4066 + }, + "13": { + "Dice": 0.030151150400568295, + "FN": 21233, + "FP": 3342, + "IoU": 0.015306326882237448, + "TN": 52528163, + "TP": 382, + "n_pred": 3724, + "n_ref": 21615 + }, + "14": { + "Dice": 0.2542535047214942, + "FN": 46669, + "FP": 7112, + "IoU": 0.1456417099556784, + "TN": 52490171, + "TP": 9168, + "n_pred": 16280, + "n_ref": 55837 + }, + "15": { + "Dice": 0.09425883879338307, + "FN": 23816, + "FP": 4108, + "IoU": 0.049460462266398886, + "TN": 52523743, + "TP": 1453, + "n_pred": 5561, + "n_ref": 25269 + }, + "2": { + "Dice": 0.4376327461665188, + "FN": 91909, + "FP": 19032, + "IoU": 0.28010875489916165, + "TN": 52399012, + "TP": 43167, + "n_pred": 62199, + "n_ref": 135076 + }, + "3": { + "Dice": 0.4239682524612887, + "FN": 98436, + "FP": 22912, + "IoU": 0.26900996957922957, + "TN": 52387115, + "TP": 44657, + "n_pred": 67569, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 0, + "IoU": 0.0, + "TN": 52551240, + "TP": 0, + "n_pred": 0, + "n_ref": 1880 + }, + "5": { + "Dice": 0.5262220242734662, + "FN": 3919, + "FP": 336, + "IoU": 0.35705651254155335, + "TN": 52546502, + "TP": 2363, + "n_pred": 2699, + "n_ref": 6282 + }, + "6": { + "Dice": 0.8460649058234457, + "FN": 154131, + "FP": 71002, + "IoU": 0.7331997354904921, + "TN": 51709294, + "TP": 618693, + "n_pred": 689695, + "n_ref": 772824 + }, + "7": { + "Dice": 0.3878926888607168, + "FN": 140131, + "FP": 26929, + "IoU": 0.240612201297314, + "TN": 52333127, + "TP": 52933, + "n_pred": 79862, + "n_ref": 193064 + }, + "8": { + "Dice": 0.7451853602232139, + "FN": 18536, + "FP": 9501, + "IoU": 0.5938609071024002, + "TN": 52484087, + "TP": 40996, + "n_pred": 50497, + "n_ref": 59532 + }, + "9": { + "Dice": 0.6408296278248158, + "FN": 36008, + "FP": 11164, + "IoU": 0.47148587178165685, + "TN": 52463866, + "TP": 42082, + "n_pred": 53246, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9030681143424847, + "FN": 18206, + "FP": 40725, + "IoU": 0.8232672658623409, + "TN": 143803803, + "TP": 274516, + "n_pred": 315241, + "n_ref": 292722 + }, + "10": { + "Dice": 0.6700403103463223, + "FN": 36445, + "FP": 24455, + "IoU": 0.5038049766160966, + "TN": 144014516, + "TP": 61834, + "n_pred": 86289, + "n_ref": 98279 + }, + "11": { + "Dice": 0.0, + "FN": 6619, + "FP": 0, + "IoU": 0.0, + "TN": 144130631, + "TP": 0, + "n_pred": 0, + "n_ref": 6619 + }, + "12": { + "Dice": 0.0, + "FN": 5646, + "FP": 0, + "IoU": 0.0, + "TN": 144131604, + "TP": 0, + "n_pred": 0, + "n_ref": 5646 + }, + "13": { + "Dice": 0.4847508491136649, + "FN": 62626, + "FP": 25968, + "IoU": 0.31991494522871905, + "TN": 144006981, + "TP": 41675, + "n_pred": 67643, + "n_ref": 104301 + }, + "14": { + "Dice": 0.5701719465194346, + "FN": 246100, + "FP": 1153, + "IoU": 0.3987695899038286, + "TN": 143726005, + "TP": 163992, + "n_pred": 165145, + "n_ref": 410092 + }, + "15": { + "Dice": 0.35515230071289694, + "FN": 17734, + "FP": 176, + "IoU": 0.21591804570527975, + "TN": 144114408, + "TP": 4932, + "n_pred": 5108, + "n_ref": 22666 + }, + "2": { + "Dice": 0.7772663191370774, + "FN": 19500, + "FP": 48436, + "IoU": 0.635679159985628, + "TN": 143950777, + "TP": 118537, + "n_pred": 166973, + "n_ref": 138037 + }, + "3": { + "Dice": 0.7724218979531877, + "FN": 55889, + "FP": 13825, + "IoU": 0.6292242397166289, + "TN": 143949228, + "TP": 118308, + "n_pred": 132133, + "n_ref": 174197 + }, + "4": { + "Dice": 0.8868771395968049, + "FN": 4538, + "FP": 7358, + "IoU": 0.7967468562055768, + "TN": 144078722, + "TP": 46632, + "n_pred": 53990, + "n_ref": 51170 + }, + "5": { + "Dice": 0.07056711057908126, + "FN": 30953, + "FP": 104, + "IoU": 0.03657401662737313, + "TN": 144105014, + "TP": 1179, + "n_pred": 1283, + "n_ref": 32132 + }, + "6": { + "Dice": 0.8080522159960031, + "FN": 47717, + "FP": 575062, + "IoU": 0.6779258511489406, + "TN": 142203599, + "TP": 1310872, + "n_pred": 1885934, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.7047440726887823, + "FN": 90600, + "FP": 42176, + "IoU": 0.5440963888516912, + "TN": 143846013, + "TP": 158461, + "n_pred": 200637, + "n_ref": 249061 + }, + "8": { + "Dice": 0.799035239333912, + "FN": 66620, + "FP": 15119, + "IoU": 0.6653277977038602, + "TN": 143893014, + "TP": 162497, + "n_pred": 177616, + "n_ref": 229117 + }, + "9": { + "Dice": 0.7840676508230954, + "FN": 18801, + "FP": 22872, + "IoU": 0.6448283503221628, + "TN": 144019918, + "TP": 75659, + "n_pred": 98531, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8960921203675166, + "FN": 13394, + "FP": 33132, + "IoU": 0.8117453792121192, + "TN": 111531776, + "TP": 200618, + "n_pred": 233750, + "n_ref": 214012 + }, + "10": { + "Dice": 0.4242978880186358, + "FN": 28152, + "FP": 20287, + "IoU": 0.2692754453981807, + "TN": 111712631, + "TP": 17850, + "n_pred": 38137, + "n_ref": 46002 + }, + "11": { + "Dice": 0.0, + "FN": 3795, + "FP": 0, + "IoU": 0.0, + "TN": 111775125, + "TP": 0, + "n_pred": 0, + "n_ref": 3795 + }, + "12": { + "Dice": 0.0, + "FN": 4660, + "FP": 0, + "IoU": 0.0, + "TN": 111774260, + "TP": 0, + "n_pred": 0, + "n_ref": 4660 + }, + "13": { + "Dice": 0.42076031985730067, + "FN": 32185, + "FP": 24968, + "IoU": 0.26643221111267984, + "TN": 111701009, + "TP": 20758, + "n_pred": 45726, + "n_ref": 52943 + }, + "14": { + "Dice": 0.8333126965652163, + "FN": 7851, + "FP": 25804, + "IoU": 0.7142553914077093, + "TN": 111661140, + "TP": 84125, + "n_pred": 109929, + "n_ref": 91976 + }, + "15": { + "Dice": 0.23803181070281282, + "FN": 9213, + "FP": 512, + "IoU": 0.13509427250088937, + "TN": 111767676, + "TP": 1519, + "n_pred": 2031, + "n_ref": 10732 + }, + "2": { + "Dice": 0.8362472638607963, + "FN": 55404, + "FP": 3696, + "IoU": 0.7185781290921645, + "TN": 111568915, + "TP": 150905, + "n_pred": 154601, + "n_ref": 206309 + }, + "3": { + "Dice": 0.7022580245675903, + "FN": 3897, + "FP": 46592, + "IoU": 0.5411384064490916, + "TN": 111668889, + "TP": 59542, + "n_pred": 106134, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8417420072441034, + "FN": 3922, + "FP": 1627, + "IoU": 0.7267310154634098, + "TN": 111758614, + "TP": 14757, + "n_pred": 16384, + "n_ref": 18679 + }, + "5": { + "Dice": 0.0, + "FN": 26416, + "FP": 0, + "IoU": 0.0, + "TN": 111752504, + "TP": 0, + "n_pred": 0, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9039997684895561, + "FN": 172658, + "FP": 52922, + "IoU": 0.8248171327881163, + "TN": 110491237, + "TP": 1062103, + "n_pred": 1115025, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.44769956447699566, + "FN": 164122, + "FP": 19123, + "IoU": 0.2884103838611343, + "TN": 111521405, + "TP": 74270, + "n_pred": 93393, + "n_ref": 238392 + }, + "8": { + "Dice": 0.6947355146669033, + "FN": 128500, + "FP": 2217, + "IoU": 0.5322565062280159, + "TN": 111499457, + "TP": 148746, + "n_pred": 150963, + "n_ref": 277246 + }, + "9": { + "Dice": 0.7574921538573827, + "FN": 28447, + "FP": 4779, + "IoU": 0.6096477830776099, + "TN": 111693802, + "TP": 51892, + "n_pred": 56671, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7674800520143344, + "FN": 39690, + "FP": 36484, + "IoU": 0.6226917895070534, + "TN": 198885987, + "TP": 125714, + "n_pred": 162198, + "n_ref": 165404 + }, + "10": { + "Dice": 0.6242162162162163, + "FN": 25596, + "FP": 19592, + "IoU": 0.4537168002514537, + "TN": 199005156, + "TP": 37531, + "n_pred": 57123, + "n_ref": 63127 + }, + "11": { + "Dice": 0.0, + "FN": 4435, + "FP": 0, + "IoU": 0.0, + "TN": 199083440, + "TP": 0, + "n_pred": 0, + "n_ref": 4435 + }, + "12": { + "Dice": 0.0, + "FN": 3335, + "FP": 0, + "IoU": 0.0, + "TN": 199084540, + "TP": 0, + "n_pred": 0, + "n_ref": 3335 + }, + "13": { + "Dice": 0.10376652531803442, + "FN": 33306, + "FP": 6217, + "IoU": 0.054722441462772956, + "TN": 199046064, + "TP": 2288, + "n_pred": 8505, + "n_ref": 35594 + }, + "14": { + "Dice": 0.5383080709936521, + "FN": 26172, + "FP": 9466, + "IoU": 0.36827737795582655, + "TN": 199031461, + "TP": 20776, + "n_pred": 30242, + "n_ref": 46948 + }, + "15": { + "Dice": 0.22203890572842727, + "FN": 121205, + "FP": 451, + "IoU": 0.12488400699195062, + "TN": 198948858, + "TP": 17361, + "n_pred": 17812, + "n_ref": 138566 + }, + "2": { + "Dice": 0.8666777629826897, + "FN": 15024, + "FP": 20220, + "IoU": 0.7647231605228374, + "TN": 198938077, + "TP": 114554, + "n_pred": 134774, + "n_ref": 129578 + }, + "3": { + "Dice": 0.8687348401523816, + "FN": 19565, + "FP": 16477, + "IoU": 0.7679321090993381, + "TN": 198932567, + "TP": 119266, + "n_pred": 135743, + "n_ref": 138831 + }, + "4": { + "Dice": 0.7695894640662907, + "FN": 4907, + "FP": 2406, + "IoU": 0.6254737273379084, + "TN": 199068349, + "TP": 12213, + "n_pred": 14619, + "n_ref": 17120 + }, + "5": { + "Dice": 0.18725270944434888, + "FN": 17891, + "FP": 1007, + "IoU": 0.10329774614472123, + "TN": 199066800, + "TP": 2177, + "n_pred": 3184, + "n_ref": 20068 + }, + "6": { + "Dice": 0.8428305388601773, + "FN": 88277, + "FP": 309567, + "IoU": 0.7283553249236127, + "TN": 197623300, + "TP": 1066731, + "n_pred": 1376298, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.7066634635805629, + "FN": 54691, + "FP": 29562, + "IoU": 0.5463879227729382, + "TN": 198902137, + "TP": 101485, + "n_pred": 131047, + "n_ref": 156176 + }, + "8": { + "Dice": 0.8989740839417322, + "FN": 14430, + "FP": 8928, + "IoU": 0.8164876692095566, + "TN": 198960592, + "TP": 103925, + "n_pred": 112853, + "n_ref": 118355 + }, + "9": { + "Dice": 0.8500238845896627, + "FN": 14427, + "FP": 16969, + "IoU": 0.7391665558952546, + "TN": 198967507, + "TP": 88972, + "n_pred": 105941, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8286167048965623, + "FN": 12604, + "FP": 58451, + "IoU": 0.7073830644164958, + "TN": 130832366, + "TP": 171771, + "n_pred": 230222, + "n_ref": 184375 + }, + "10": { + "Dice": 0.6115118168600507, + "FN": 18371, + "FP": 63391, + "IoU": 0.44041557161629435, + "TN": 130929080, + "TP": 64350, + "n_pred": 127741, + "n_ref": 82721 + }, + "11": { + "Dice": 0.0, + "FN": 4071, + "FP": 0, + "IoU": 0.0, + "TN": 131071121, + "TP": 0, + "n_pred": 0, + "n_ref": 4071 + }, + "12": { + "Dice": 0.0, + "FN": 4635, + "FP": 0, + "IoU": 0.0, + "TN": 131070557, + "TP": 0, + "n_pred": 0, + "n_ref": 4635 + }, + "13": { + "Dice": 0.33153423451334646, + "FN": 69826, + "FP": 12164, + "IoU": 0.19870604562068764, + "TN": 130972870, + "TP": 20332, + "n_pred": 32496, + "n_ref": 90158 + }, + "14": { + "Dice": 0.5028295783582792, + "FN": 16585, + "FP": 62570, + "IoU": 0.33585326766401247, + "TN": 130956009, + "TP": 40028, + "n_pred": 102598, + "n_ref": 56613 + }, + "15": { + "Dice": 0.6811371557890216, + "FN": 6962, + "FP": 12341, + "IoU": 0.5164579158316633, + "TN": 131035272, + "TP": 20617, + "n_pred": 32958, + "n_ref": 27579 + }, + "2": { + "Dice": 0.6761537932457528, + "FN": 61950, + "FP": 32218, + "IoU": 0.5107495038290886, + "TN": 130882718, + "TP": 98306, + "n_pred": 130524, + "n_ref": 160256 + }, + "3": { + "Dice": 0.6867335517613301, + "FN": 21343, + "FP": 132593, + "IoU": 0.5229201984733297, + "TN": 130752529, + "TP": 168727, + "n_pred": 301320, + "n_ref": 190070 + }, + "4": { + "Dice": 0.5866157267900703, + "FN": 40375, + "FP": 5719, + "IoU": 0.41504333811342786, + "TN": 130996393, + "TP": 32705, + "n_pred": 38424, + "n_ref": 73080 + }, + "5": { + "Dice": 0.139073266325305, + "FN": 13599, + "FP": 20, + "IoU": 0.07473333786262654, + "TN": 131060473, + "TP": 1100, + "n_pred": 1120, + "n_ref": 14699 + }, + "6": { + "Dice": 0.7470608735083933, + "FN": 44566, + "FP": 919298, + "IoU": 0.596246743128105, + "TN": 128687932, + "TP": 1423396, + "n_pred": 2342694, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.5112647431886109, + "FN": 368252, + "FP": 413547, + "IoU": 0.3434222040819069, + "TN": 129884474, + "TP": 408919, + "n_pred": 822466, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9046800703432639, + "FN": 15268, + "FP": 8527, + "IoU": 0.8259505244525067, + "TN": 130938478, + "TP": 112919, + "n_pred": 121446, + "n_ref": 128187 + }, + "9": { + "Dice": 0.5479238331547586, + "FN": 36394, + "FP": 11706, + "IoU": 0.3773382179704592, + "TN": 130997943, + "TP": 29149, + "n_pred": 40855, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8137130203052232, + "FN": 10499, + "FP": 83382, + "IoU": 0.685932691021009, + "TN": 101318280, + "TP": 205039, + "n_pred": 288421, + "n_ref": 215538 + }, + "10": { + "Dice": 0.5349378671792512, + "FN": 26064, + "FP": 8292, + "IoU": 0.3651298161323108, + "TN": 101563085, + "TP": 19759, + "n_pred": 28051, + "n_ref": 45823 + }, + "11": { + "Dice": 0.0, + "FN": 4959, + "FP": 0, + "IoU": 0.0, + "TN": 101612241, + "TP": 0, + "n_pred": 0, + "n_ref": 4959 + }, + "12": { + "Dice": 0.0, + "FN": 5490, + "FP": 0, + "IoU": 0.0, + "TN": 101611710, + "TP": 0, + "n_pred": 0, + "n_ref": 5490 + }, + "13": { + "Dice": 0.6378546195750731, + "FN": 16117, + "FP": 33808, + "IoU": 0.46827205725727433, + "TN": 101523308, + "TP": 43967, + "n_pred": 77775, + "n_ref": 60084 + }, + "14": { + "Dice": 0.8952768929184024, + "FN": 3312, + "FP": 10364, + "IoU": 0.810408406576649, + "TN": 101545066, + "TP": 58458, + "n_pred": 68822, + "n_ref": 61770 + }, + "15": { + "Dice": 0.7185708269897315, + "FN": 11083, + "FP": 6293, + "IoU": 0.5607573497813393, + "TN": 101577641, + "TP": 22183, + "n_pred": 28476, + "n_ref": 33266 + }, + "2": { + "Dice": 0.6573595740592112, + "FN": 85115, + "FP": 5818, + "IoU": 0.4896021014700187, + "TN": 101439039, + "TP": 87228, + "n_pred": 93046, + "n_ref": 172343 + }, + "3": { + "Dice": 0.7842071580253857, + "FN": 11225, + "FP": 77793, + "IoU": 0.645017087575319, + "TN": 101366433, + "TP": 161749, + "n_pred": 239542, + "n_ref": 172974 + }, + "4": { + "Dice": 0.23884623365843535, + "FN": 7005, + "FP": 51683, + "IoU": 0.1356191822787793, + "TN": 101549304, + "TP": 9208, + "n_pred": 60891, + "n_ref": 16213 + }, + "5": { + "Dice": 0.08114422834049002, + "FN": 29086, + "FP": 16, + "IoU": 0.04228782044953434, + "TN": 101586813, + "TP": 1285, + "n_pred": 1301, + "n_ref": 30371 + }, + "6": { + "Dice": 0.8155463192709825, + "FN": 205993, + "FP": 394588, + "IoU": 0.6885421798588387, + "TN": 99688910, + "TP": 1327709, + "n_pred": 1722297, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.8546852488150284, + "FN": 59443, + "FP": 65825, + "IoU": 0.7462448623234351, + "TN": 101123543, + "TP": 368389, + "n_pred": 434214, + "n_ref": 427832 + }, + "8": { + "Dice": 0.7496983754005853, + "FN": 83744, + "FP": 15215, + "IoU": 0.5996140136511314, + "TN": 101370041, + "TP": 148200, + "n_pred": 163415, + "n_ref": 231944 + }, + "9": { + "Dice": 0.7963348505365888, + "FN": 14252, + "FP": 19889, + "IoU": 0.6615916817825884, + "TN": 101516313, + "TP": 66746, + "n_pred": 86635, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8513568747243764, + "FN": 53286, + "FP": 1992, + "IoU": 0.741184843221073, + "TN": 118968631, + "TP": 158303, + "n_pred": 160295, + "n_ref": 211589 + }, + "10": { + "Dice": 0.5927594640212187, + "FN": 37727, + "FP": 21386, + "IoU": 0.42122114085417195, + "TN": 119080078, + "TP": 43021, + "n_pred": 64407, + "n_ref": 80748 + }, + "11": { + "Dice": 0.0, + "FN": 4038, + "FP": 0, + "IoU": 0.0, + "TN": 119178174, + "TP": 0, + "n_pred": 0, + "n_ref": 4038 + }, + "12": { + "Dice": 0.0, + "FN": 4135, + "FP": 0, + "IoU": 0.0, + "TN": 119178077, + "TP": 0, + "n_pred": 0, + "n_ref": 4135 + }, + "13": { + "Dice": 0.46428468270702755, + "FN": 17001, + "FP": 20093, + "IoU": 0.3023247065904303, + "TN": 119129044, + "TP": 16074, + "n_pred": 36167, + "n_ref": 33075 + }, + "14": { + "Dice": 0.13222171964307744, + "FN": 59436, + "FP": 24978, + "IoU": 0.07079090758985085, + "TN": 119091367, + "TP": 6431, + "n_pred": 31409, + "n_ref": 65867 + }, + "15": { + "Dice": 0.28841831302496157, + "FN": 17063, + "FP": 982, + "IoU": 0.16850981476361626, + "TN": 119160510, + "TP": 3657, + "n_pred": 4639, + "n_ref": 20720 + }, + "2": { + "Dice": 0.8218042429449475, + "FN": 38052, + "FP": 29355, + "IoU": 0.697510781229666, + "TN": 118959371, + "TP": 155434, + "n_pred": 184789, + "n_ref": 193486 + }, + "3": { + "Dice": 0.8142979424225022, + "FN": 46692, + "FP": 21864, + "IoU": 0.6867643833613568, + "TN": 118963348, + "TP": 150308, + "n_pred": 172172, + "n_ref": 197000 + }, + "4": { + "Dice": 0.18263461156367972, + "FN": 38741, + "FP": 2397, + "IoU": 0.10049416189268379, + "TN": 119136478, + "TP": 4596, + "n_pred": 6993, + "n_ref": 43337 + }, + "5": { + "Dice": 0.42442116383484463, + "FN": 12901, + "FP": 175, + "IoU": 0.2693747555456222, + "TN": 119164315, + "TP": 4821, + "n_pred": 4996, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9143451928005855, + "FN": 45277, + "FP": 272038, + "IoU": 0.8422061844494161, + "TN": 117171265, + "TP": 1693632, + "n_pred": 1965670, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.6059379968917595, + "FN": 128998, + "FP": 90331, + "IoU": 0.4346564181081924, + "TN": 118794255, + "TP": 168628, + "n_pred": 258959, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9045562159983881, + "FN": 10335, + "FP": 4823, + "IoU": 0.8257440767011163, + "TN": 119095225, + "TP": 71829, + "n_pred": 76652, + "n_ref": 82164 + }, + "9": { + "Dice": 0.760513271506236, + "FN": 28446, + "FP": 7500, + "IoU": 0.6135711290998807, + "TN": 119089191, + "TP": 57075, + "n_pred": 64575, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 18054, + "IoU": 0.0, + "TN": 61314426, + "TP": 0, + "n_pred": 18054, + "n_ref": 0 + }, + "10": { + "Dice": 0.39062961611316754, + "FN": 23189, + "FP": 11876, + "IoU": 0.24272201105736005, + "TN": 61286176, + "TP": 11239, + "n_pred": 23115, + "n_ref": 34428 + }, + "11": { + "Dice": 0.0, + "FN": 3864, + "FP": 0, + "IoU": 0.0, + "TN": 61328616, + "TP": 0, + "n_pred": 0, + "n_ref": 3864 + }, + "12": { + "Dice": 0.0, + "FN": 4850, + "FP": 0, + "IoU": 0.0, + "TN": 61327630, + "TP": 0, + "n_pred": 0, + "n_ref": 4850 + }, + "13": { + "Dice": 0.26652701927632727, + "FN": 42008, + "FP": 16818, + "IoU": 0.15375320079408464, + "TN": 61262966, + "TP": 10688, + "n_pred": 27506, + "n_ref": 52696 + }, + "14": { + "Dice": 0.7735362715673901, + "FN": 97119, + "FP": 4445, + "IoU": 0.6307045643787201, + "TN": 61057459, + "TP": 173457, + "n_pred": 177902, + "n_ref": 270576 + }, + "15": { + "Dice": 0.0, + "FN": 98228, + "FP": 0, + "IoU": 0.0, + "TN": 61234252, + "TP": 0, + "n_pred": 0, + "n_ref": 98228 + }, + "2": { + "Dice": 0.5590189501570278, + "FN": 95527, + "FP": 7678, + "IoU": 0.3879433044715929, + "TN": 61163860, + "TP": 65415, + "n_pred": 73093, + "n_ref": 160942 + }, + "3": { + "Dice": 0.6424424661159631, + "FN": 14553, + "FP": 112445, + "IoU": 0.47323406196855944, + "TN": 61091390, + "TP": 114092, + "n_pred": 226537, + "n_ref": 128645 + }, + "4": { + "Dice": 0.8542066284727075, + "FN": 8567, + "FP": 2910, + "IoU": 0.745515421627974, + "TN": 61287381, + "TP": 33622, + "n_pred": 36532, + "n_ref": 42189 + }, + "5": { + "Dice": 0.1737649063032368, + "FN": 7756, + "FP": 4, + "IoU": 0.09514925373134328, + "TN": 61323904, + "TP": 816, + "n_pred": 820, + "n_ref": 8572 + }, + "6": { + "Dice": 0.8878861490547356, + "FN": 41218, + "FP": 252960, + "IoU": 0.7983770261471506, + "TN": 59873430, + "TP": 1164872, + "n_pred": 1417832, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.24710462831622496, + "FN": 166686, + "FP": 62079, + "IoU": 0.14096941112855135, + "TN": 61066174, + "TP": 37541, + "n_pred": 99620, + "n_ref": 204227 + }, + "8": { + "Dice": 0.6530165034581935, + "FN": 34533, + "FP": 16137, + "IoU": 0.484799186578546, + "TN": 61234130, + "TP": 47680, + "n_pred": 63817, + "n_ref": 82213 + }, + "9": { + "Dice": 0.6948583321507971, + "FN": 19304, + "FP": 19402, + "IoU": 0.5324006958538707, + "TN": 61249704, + "TP": 44070, + "n_pred": 63472, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.936028320200982, + "FN": 13220, + "FP": 9188, + "IoU": 0.8797492808998412, + "TN": 148921156, + "TP": 163936, + "n_pred": 173124, + "n_ref": 177156 + }, + "10": { + "Dice": 0.6877413197206114, + "FN": 25244, + "FP": 17942, + "IoU": 0.5240897469805166, + "TN": 149016756, + "TP": 47558, + "n_pred": 65500, + "n_ref": 72802 + }, + "11": { + "Dice": 0.0, + "FN": 2604, + "FP": 0, + "IoU": 0.0, + "TN": 149104896, + "TP": 0, + "n_pred": 0, + "n_ref": 2604 + }, + "12": { + "Dice": 0.0, + "FN": 2097, + "FP": 0, + "IoU": 0.0, + "TN": 149105403, + "TP": 0, + "n_pred": 0, + "n_ref": 2097 + }, + "13": { + "Dice": 0.2839756592292089, + "FN": 69317, + "FP": 6578, + "IoU": 0.16548463356973994, + "TN": 149016555, + "TP": 15050, + "n_pred": 21628, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8430350229903042, + "FN": 9552, + "FP": 21547, + "IoU": 0.7286607976407563, + "TN": 148992887, + "TP": 83514, + "n_pred": 105061, + "n_ref": 93066 + }, + "15": { + "Dice": 0.7843067320552831, + "FN": 11655, + "FP": 2859, + "IoU": 0.6451518263165615, + "TN": 149066598, + "TP": 26388, + "n_pred": 29247, + "n_ref": 38043 + }, + "2": { + "Dice": 0.8832318606789128, + "FN": 29706, + "FP": 3953, + "IoU": 0.7908820368172866, + "TN": 148946543, + "TP": 127298, + "n_pred": 131251, + "n_ref": 157004 + }, + "3": { + "Dice": 0.47273866033755274, + "FN": 31404, + "FP": 32576, + "IoU": 0.30953357363320455, + "TN": 149014838, + "TP": 28682, + "n_pred": 61258, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9053888855488086, + "FN": 3244, + "FP": 1477, + "IoU": 0.8271329183449286, + "TN": 149080190, + "TP": 22589, + "n_pred": 24066, + "n_ref": 25833 + }, + "5": { + "Dice": 0.0, + "FN": 33716, + "FP": 0, + "IoU": 0.0, + "TN": 149073784, + "TP": 0, + "n_pred": 0, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9146691637169803, + "FN": 106791, + "FP": 79655, + "IoU": 0.8427560824213637, + "TN": 147921788, + "TP": 999266, + "n_pred": 1078921, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.541333268001078, + "FN": 164655, + "FP": 22559, + "IoU": 0.37111511226368193, + "TN": 148809808, + "TP": 110478, + "n_pred": 133037, + "n_ref": 275133 + }, + "8": { + "Dice": 0.79131382276404, + "FN": 74743, + "FP": 6654, + "IoU": 0.6546892300643558, + "TN": 148871779, + "TP": 154324, + "n_pred": 160978, + "n_ref": 229067 + }, + "9": { + "Dice": 0.6497999494295956, + "FN": 43799, + "FP": 3291, + "IoU": 0.4812619797748353, + "TN": 149016722, + "TP": 43688, + "n_pred": 46979, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4326939240553615, + "FN": 364525, + "FP": 30324, + "IoU": 0.27607493564686814, + "TN": 100167372, + "TP": 150579, + "n_pred": 180903, + "n_ref": 515104 + }, + "10": { + "Dice": 0.2845323741007194, + "FN": 30561, + "FP": 9219, + "IoU": 0.16586286433214512, + "TN": 100665110, + "TP": 7910, + "n_pred": 17129, + "n_ref": 38471 + }, + "11": { + "Dice": 0.0, + "FN": 3481, + "FP": 0, + "IoU": 0.0, + "TN": 100709319, + "TP": 0, + "n_pred": 0, + "n_ref": 3481 + }, + "12": { + "Dice": 0.0, + "FN": 5873, + "FP": 0, + "IoU": 0.0, + "TN": 100706927, + "TP": 0, + "n_pred": 0, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0, + "FN": 39155, + "FP": 5417, + "IoU": 0.0, + "TN": 100668228, + "TP": 0, + "n_pred": 5417, + "n_ref": 39155 + }, + "14": { + "Dice": 0.40293311802623394, + "FN": 108232, + "FP": 27095, + "IoU": 0.2522957069451351, + "TN": 100531810, + "TP": 45663, + "n_pred": 72758, + "n_ref": 153895 + }, + "15": { + "Dice": 0.5096756056038858, + "FN": 62633, + "FP": 155, + "IoU": 0.3419897087643181, + "TN": 100617379, + "TP": 32633, + "n_pred": 32788, + "n_ref": 95266 + }, + "2": { + "Dice": 0.35156220035133207, + "FN": 164411, + "FP": 89182, + "IoU": 0.2132699216350539, + "TN": 100390462, + "TP": 68745, + "n_pred": 157927, + "n_ref": 233156 + }, + "3": { + "Dice": 0.406421148177989, + "FN": 124320, + "FP": 166685, + "IoU": 0.25503673552978523, + "TN": 100322170, + "TP": 99625, + "n_pred": 266310, + "n_ref": 223945 + }, + "4": { + "Dice": 0.2810732865867451, + "FN": 47711, + "FP": 3143, + "IoU": 0.1635167365737314, + "TN": 100652005, + "TP": 9941, + "n_pred": 13084, + "n_ref": 57652 + }, + "5": { + "Dice": 0.0, + "FN": 16473, + "FP": 0, + "IoU": 0.0, + "TN": 100696327, + "TP": 0, + "n_pred": 0, + "n_ref": 16473 + }, + "6": { + "Dice": 0.39658836270414155, + "FN": 1399884, + "FP": 663890, + "IoU": 0.24734032950701593, + "TN": 97970825, + "TP": 678201, + "n_pred": 1342091, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.15878890952626043, + "FN": 136819, + "FP": 239093, + "IoU": 0.0862415560865454, + "TN": 100301409, + "TP": 35479, + "n_pred": 274572, + "n_ref": 172298 + }, + "8": { + "Dice": 0.8220104377305997, + "FN": 16772, + "FP": 21869, + "IoU": 0.6978079127857416, + "TN": 100584931, + "TP": 89228, + "n_pred": 111097, + "n_ref": 106000 + }, + "9": { + "Dice": 0.6054533684141756, + "FN": 50884, + "FP": 15547, + "IoU": 0.4341578508032231, + "TN": 100595398, + "TP": 50971, + "n_pred": 66518, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8579513299377476, + "FN": 5824, + "FP": 18021, + "IoU": 0.7512388503468781, + "TN": 78854845, + "TP": 72010, + "n_pred": 90031, + "n_ref": 77834 + }, + "10": { + "Dice": 0.6326688854692291, + "FN": 12426, + "FP": 18367, + "IoU": 0.46270349496606233, + "TN": 78893389, + "TP": 26518, + "n_pred": 44885, + "n_ref": 38944 + }, + "11": { + "Dice": 0.0, + "FN": 1368, + "FP": 0, + "IoU": 0.0, + "TN": 78949332, + "TP": 0, + "n_pred": 0, + "n_ref": 1368 + }, + "12": { + "Dice": 0.0, + "FN": 2560, + "FP": 0, + "IoU": 0.0, + "TN": 78948140, + "TP": 0, + "n_pred": 0, + "n_ref": 2560 + }, + "13": { + "Dice": 0.17739696377125286, + "FN": 53463, + "FP": 1644, + "IoU": 0.09733165162410523, + "TN": 78889651, + "TP": 5942, + "n_pred": 7586, + "n_ref": 59405 + }, + "14": { + "Dice": 0.48324537219377706, + "FN": 11932, + "FP": 20869, + "IoU": 0.31860484440566705, + "TN": 78902562, + "TP": 15337, + "n_pred": 36206, + "n_ref": 27269 + }, + "15": { + "Dice": 0.8888219449957471, + "FN": 8961, + "FP": 3587, + "IoU": 0.7998915574267216, + "TN": 78887994, + "TP": 50158, + "n_pred": 53745, + "n_ref": 59119 + }, + "2": { + "Dice": 0.6921386153885704, + "FN": 46274, + "FP": 1628, + "IoU": 0.5292140463296937, + "TN": 78848951, + "TP": 53847, + "n_pred": 55475, + "n_ref": 100121 + }, + "3": { + "Dice": 0.7972236873887775, + "FN": 3815, + "FP": 37320, + "IoU": 0.6628195775305951, + "TN": 78828703, + "TP": 80862, + "n_pred": 118182, + "n_ref": 84677 + }, + "4": { + "Dice": 0.7127270064440538, + "FN": 7395, + "FP": 451, + "IoU": 0.553671994994027, + "TN": 78933121, + "TP": 9733, + "n_pred": 10184, + "n_ref": 17128 + }, + "5": { + "Dice": 0.0, + "FN": 34798, + "FP": 0, + "IoU": 0.0, + "TN": 78915902, + "TP": 0, + "n_pred": 0, + "n_ref": 34798 + }, + "6": { + "Dice": 0.7891515622071699, + "FN": 191265, + "FP": 84374, + "IoU": 0.651734385226328, + "TN": 78159238, + "TP": 515823, + "n_pred": 600197, + "n_ref": 707088 + }, + "7": { + "Dice": 0.36595214784268254, + "FN": 558893, + "FP": 3231, + "IoU": 0.223954364224733, + "TN": 78226356, + "TP": 162220, + "n_pred": 165451, + "n_ref": 721113 + }, + "8": { + "Dice": 0.555854628671062, + "FN": 203588, + "FP": 197, + "IoU": 0.38490212945775043, + "TN": 78619395, + "TP": 127520, + "n_pred": 127717, + "n_ref": 331108 + }, + "9": { + "Dice": 0.22051219288315027, + "FN": 49841, + "FP": 1111, + "IoU": 0.12391891194827971, + "TN": 78892541, + "TP": 7207, + "n_pred": 8318, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.945385699953002, + "FN": 6387, + "FP": 9998, + "IoU": 0.8964279167377797, + "TN": 104846241, + "TP": 141814, + "n_pred": 151812, + "n_ref": 148201 + }, + "10": { + "Dice": 0.6524357296047684, + "FN": 28673, + "FP": 33720, + "IoU": 0.484159267159416, + "TN": 104883486, + "TP": 58561, + "n_pred": 92281, + "n_ref": 87234 + }, + "11": { + "Dice": 0.0, + "FN": 4331, + "FP": 0, + "IoU": 0.0, + "TN": 105000109, + "TP": 0, + "n_pred": 0, + "n_ref": 4331 + }, + "12": { + "Dice": 0.0, + "FN": 4833, + "FP": 0, + "IoU": 0.0, + "TN": 104999607, + "TP": 0, + "n_pred": 0, + "n_ref": 4833 + }, + "13": { + "Dice": 0.5812944417864154, + "FN": 42584, + "FP": 8174, + "IoU": 0.4097357893757559, + "TN": 104918448, + "TP": 35234, + "n_pred": 43408, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9373441569235884, + "FN": 2417, + "FP": 6629, + "IoU": 0.8820768859746321, + "TN": 104927729, + "TP": 67665, + "n_pred": 74294, + "n_ref": 70082 + }, + "15": { + "Dice": 0.7214129368254207, + "FN": 10023, + "FP": 1050, + "IoU": 0.5642266824085006, + "TN": 104979030, + "TP": 14337, + "n_pred": 15387, + "n_ref": 24360 + }, + "2": { + "Dice": 0.7802025148838456, + "FN": 22272, + "FP": 61386, + "IoU": 0.639616431746907, + "TN": 104772304, + "TP": 148478, + "n_pred": 209864, + "n_ref": 170750 + }, + "3": { + "Dice": 0.6656042682052058, + "FN": 67711, + "FP": 18532, + "IoU": 0.4988057533052448, + "TN": 104832365, + "TP": 85832, + "n_pred": 104364, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 5137, + "IoU": 0.0, + "TN": 104999303, + "TP": 0, + "n_pred": 5137, + "n_ref": 0 + }, + "5": { + "Dice": 0.022598870056497175, + "FN": 29704, + "FP": 2820, + "IoU": 0.011428571428571429, + "TN": 104971540, + "TP": 376, + "n_pred": 3196, + "n_ref": 30080 + }, + "6": { + "Dice": 0.8081892132066444, + "FN": 41749, + "FP": 525063, + "IoU": 0.6781187266991684, + "TN": 103243505, + "TP": 1194123, + "n_pred": 1719186, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.655155811468319, + "FN": 62720, + "FP": 113474, + "IoU": 0.48716112770180986, + "TN": 104660874, + "TP": 167372, + "n_pred": 280846, + "n_ref": 230092 + }, + "8": { + "Dice": 0.7327736520321516, + "FN": 152898, + "FP": 2659, + "IoU": 0.5782500128783176, + "TN": 104635603, + "TP": 213280, + "n_pred": 215939, + "n_ref": 366178 + }, + "9": { + "Dice": 0.8263966351811864, + "FN": 12801, + "FP": 21127, + "IoU": 0.7041532599122784, + "TN": 104889759, + "TP": 80753, + "n_pred": 101880, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.770164314447399, + "FN": 152664, + "FP": 5773, + "IoU": 0.6262335070406919, + "TN": 177252395, + "TP": 265456, + "n_pred": 271229, + "n_ref": 418120 + }, + "10": { + "Dice": 0.208470417018246, + "FN": 58496, + "FP": 43753, + "IoU": 0.11636448485057987, + "TN": 177560574, + "TP": 13465, + "n_pred": 57218, + "n_ref": 71961 + }, + "11": { + "Dice": 0.0, + "FN": 4743, + "FP": 0, + "IoU": 0.0, + "TN": 177671545, + "TP": 0, + "n_pred": 0, + "n_ref": 4743 + }, + "12": { + "Dice": 0.0, + "FN": 5198, + "FP": 0, + "IoU": 0.0, + "TN": 177671090, + "TP": 0, + "n_pred": 0, + "n_ref": 5198 + }, + "13": { + "Dice": 0.4855567670500791, + "FN": 45465, + "FP": 21533, + "IoU": 0.32061734404153486, + "TN": 177577672, + "TP": 31618, + "n_pred": 53151, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9243032517071785, + "FN": 4642, + "FP": 7086, + "IoU": 0.8592600592816599, + "TN": 177592957, + "TP": 71603, + "n_pred": 78689, + "n_ref": 76245 + }, + "15": { + "Dice": 0.6371057197303678, + "FN": 11969, + "FP": 790, + "IoU": 0.4674652531407822, + "TN": 177652329, + "TP": 11200, + "n_pred": 11990, + "n_ref": 23169 + }, + "2": { + "Dice": 0.6638712572372061, + "FN": 61979, + "FP": 92333, + "IoU": 0.4968617439248253, + "TN": 177369589, + "TP": 152387, + "n_pred": 244720, + "n_ref": 214366 + }, + "3": { + "Dice": 0.5799590673783057, + "FN": 105881, + "FP": 40657, + "IoU": 0.4084101056915164, + "TN": 177428586, + "TP": 101164, + "n_pred": 141821, + "n_ref": 207045 + }, + "4": { + "Dice": 0.791300478362443, + "FN": 5981, + "FP": 9027, + "IoU": 0.6546709618039577, + "TN": 177632828, + "TP": 28452, + "n_pred": 37479, + "n_ref": 34433 + }, + "5": { + "Dice": 0.14639027877055039, + "FN": 28621, + "FP": 1234, + "IoU": 0.07897578281659726, + "TN": 177643873, + "TP": 2560, + "n_pred": 3794, + "n_ref": 31181 + }, + "6": { + "Dice": 0.8109917913683439, + "FN": 123088, + "FP": 661139, + "IoU": 0.6820741736523888, + "TN": 175209590, + "TP": 1682471, + "n_pred": 2343610, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.7319805972852462, + "FN": 71135, + "FP": 146400, + "IoU": 0.5772629312438907, + "TN": 177161701, + "TP": 297052, + "n_pred": 443452, + "n_ref": 368187 + }, + "8": { + "Dice": 0.7557611901597899, + "FN": 59540, + "FP": 30886, + "IoU": 0.6074084686820271, + "TN": 177445957, + "TP": 139905, + "n_pred": 170791, + "n_ref": 199445 + }, + "9": { + "Dice": 0.8026331513481585, + "FN": 17686, + "FP": 40119, + "IoU": 0.6703318638326023, + "TN": 177500945, + "TP": 117538, + "n_pred": 157657, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9369047619047619, + "FN": 16283, + "FP": 6719, + "IoU": 0.8812989921612542, + "TN": 193811754, + "TP": 170779, + "n_pred": 177498, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8114763147038829, + "FN": 17214, + "FP": 15233, + "IoU": 0.6827599018371318, + "TN": 193903256, + "TP": 69832, + "n_pred": 85065, + "n_ref": 87046 + }, + "11": { + "Dice": 0.0, + "FN": 3112, + "FP": 0, + "IoU": 0.0, + "TN": 194002423, + "TP": 0, + "n_pred": 0, + "n_ref": 3112 + }, + "12": { + "Dice": 0.0, + "FN": 3950, + "FP": 0, + "IoU": 0.0, + "TN": 194001585, + "TP": 0, + "n_pred": 0, + "n_ref": 3950 + }, + "13": { + "Dice": 0.4621161418178341, + "FN": 40294, + "FP": 21589, + "IoU": 0.30048832319761265, + "TN": 193917069, + "TP": 26583, + "n_pred": 48172, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8542232631685323, + "FN": 4052, + "FP": 20471, + "IoU": 0.7455407634918494, + "TN": 193909162, + "TP": 71850, + "n_pred": 92321, + "n_ref": 75902 + }, + "15": { + "Dice": 0.7497249368972883, + "FN": 3590, + "FP": 8011, + "IoU": 0.5996479966870276, + "TN": 193976558, + "TP": 17376, + "n_pred": 25387, + "n_ref": 20966 + }, + "2": { + "Dice": 0.8347145880148585, + "FN": 11489, + "FP": 38969, + "IoU": 0.7163177187577304, + "TN": 193827667, + "TP": 127410, + "n_pred": 166379, + "n_ref": 138899 + }, + "3": { + "Dice": 0.7698428830293778, + "FN": 45550, + "FP": 7669, + "IoU": 0.6258085836427044, + "TN": 193863311, + "TP": 89005, + "n_pred": 96674, + "n_ref": 134555 + }, + "4": { + "Dice": 0.8835388819141865, + "FN": 3083, + "FP": 1648, + "IoU": 0.7913745204392115, + "TN": 193982858, + "TP": 17946, + "n_pred": 19594, + "n_ref": 21029 + }, + "5": { + "Dice": 0.0, + "FN": 27270, + "FP": 23, + "IoU": 0.0, + "TN": 193978242, + "TP": 0, + "n_pred": 23, + "n_ref": 27270 + }, + "6": { + "Dice": 0.905471766458206, + "FN": 101585, + "FP": 166424, + "IoU": 0.8272712742440472, + "TN": 192453917, + "TP": 1283609, + "n_pred": 1450033, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.7992847734594652, + "FN": 91985, + "FP": 23523, + "IoU": 0.6656738881894094, + "TN": 193660040, + "TP": 229987, + "n_pred": 253510, + "n_ref": 321972 + }, + "8": { + "Dice": 0.7640247629732674, + "FN": 89541, + "FP": 4266, + "IoU": 0.6181553967142648, + "TN": 193759867, + "TP": 151861, + "n_pred": 156127, + "n_ref": 241402 + }, + "9": { + "Dice": 0.6857208418851906, + "FN": 44627, + "FP": 4679, + "IoU": 0.5217467215022892, + "TN": 193902439, + "TP": 53790, + "n_pred": 58469, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8893388787169632, + "FN": 4436, + "FP": 22943, + "IoU": 0.8007292788727474, + "TN": 99518404, + "TP": 110017, + "n_pred": 132960, + "n_ref": 114453 + }, + "10": { + "Dice": 0.6885051800690676, + "FN": 29817, + "FP": 8067, + "IoU": 0.5249774300331026, + "TN": 99576048, + "TP": 41868, + "n_pred": 49935, + "n_ref": 71685 + }, + "11": { + "Dice": 0.0, + "FN": 3642, + "FP": 0, + "IoU": 0.0, + "TN": 99652158, + "TP": 0, + "n_pred": 0, + "n_ref": 3642 + }, + "12": { + "Dice": 0.0, + "FN": 3568, + "FP": 0, + "IoU": 0.0, + "TN": 99652232, + "TP": 0, + "n_pred": 0, + "n_ref": 3568 + }, + "13": { + "Dice": 0.3661791486455725, + "FN": 32562, + "FP": 11988, + "IoU": 0.22412441874640798, + "TN": 99598381, + "TP": 12869, + "n_pred": 24857, + "n_ref": 45431 + }, + "14": { + "Dice": 0.45997372395856606, + "FN": 28407, + "FP": 32016, + "IoU": 0.29867914016435304, + "TN": 99569644, + "TP": 25733, + "n_pred": 57749, + "n_ref": 54140 + }, + "15": { + "Dice": 0.557140415186796, + "FN": 23280, + "FP": 37, + "IoU": 0.3861362679022746, + "TN": 99617816, + "TP": 14667, + "n_pred": 14704, + "n_ref": 37947 + }, + "2": { + "Dice": 0.7245463183998887, + "FN": 20966, + "FP": 50344, + "IoU": 0.568069486844018, + "TN": 99490704, + "TP": 93786, + "n_pred": 144130, + "n_ref": 114752 + }, + "3": { + "Dice": 0.6617138580516403, + "FN": 57497, + "FP": 10304, + "IoU": 0.4944487111614832, + "TN": 99521687, + "TP": 66312, + "n_pred": 76616, + "n_ref": 123809 + }, + "4": { + "Dice": 0.6213549899166076, + "FN": 7506, + "FP": 6388, + "IoU": 0.4506997706966079, + "TN": 99630506, + "TP": 11400, + "n_pred": 17788, + "n_ref": 18906 + }, + "5": { + "Dice": 0.38822170900692843, + "FN": 5285, + "FP": 13, + "IoU": 0.24086545350336724, + "TN": 99648821, + "TP": 1681, + "n_pred": 1694, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9431897999611036, + "FN": 61647, + "FP": 94048, + "IoU": 0.8924874115772058, + "TN": 98207644, + "TP": 1292461, + "n_pred": 1386509, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.793218160965094, + "FN": 34876, + "FP": 33996, + "IoU": 0.6573003796605447, + "TN": 99454831, + "TP": 132097, + "n_pred": 166093, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9294365510155366, + "FN": 11368, + "FP": 2230, + "IoU": 0.8681751202109508, + "TN": 99552648, + "TP": 89554, + "n_pred": 91784, + "n_ref": 100922 + }, + "9": { + "Dice": 0.8830331157083301, + "FN": 16952, + "FP": 3866, + "IoU": 0.7905633802816902, + "TN": 99556400, + "TP": 78582, + "n_pred": 82448, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6924082471098351, + "FN": 209620, + "FP": 1212, + "IoU": 0.5295293776359539, + "TN": 62635390, + "TP": 237298, + "n_pred": 238510, + "n_ref": 446918 + }, + "10": { + "Dice": 0.7047731215885922, + "FN": 15194, + "FP": 31430, + "IoU": 0.544131019310682, + "TN": 62981245, + "TP": 55651, + "n_pred": 87081, + "n_ref": 70845 + }, + "11": { + "Dice": 0.0, + "FN": 3545, + "FP": 0, + "IoU": 0.0, + "TN": 63079975, + "TP": 0, + "n_pred": 0, + "n_ref": 3545 + }, + "12": { + "Dice": 0.0, + "FN": 3502, + "FP": 0, + "IoU": 0.0, + "TN": 63080018, + "TP": 0, + "n_pred": 0, + "n_ref": 3502 + }, + "13": { + "Dice": 0.3385850143065763, + "FN": 31396, + "FP": 24313, + "IoU": 0.20379316258861194, + "TN": 63013552, + "TP": 14259, + "n_pred": 38572, + "n_ref": 45655 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7466023879421116, + "FN": 4569, + "FP": 76482, + "IoU": 0.5956628453410757, + "TN": 62883066, + "TP": 119403, + "n_pred": 195885, + "n_ref": 123972 + }, + "3": { + "Dice": 0.5862218508372029, + "FN": 72167, + "FP": 6071, + "IoU": 0.4146491096812809, + "TN": 62949860, + "TP": 55422, + "n_pred": 61493, + "n_ref": 127589 + }, + "4": { + "Dice": 0.0, + "FN": 18029, + "FP": 0, + "IoU": 0.0, + "TN": 63065491, + "TP": 0, + "n_pred": 0, + "n_ref": 18029 + }, + "5": { + "Dice": 0.0054114463855067345, + "FN": 16908, + "FP": 1, + "IoU": 0.0027130639929224417, + "TN": 63066565, + "TP": 46, + "n_pred": 47, + "n_ref": 16954 + }, + "6": { + "Dice": 0.7596119648668017, + "FN": 201656, + "FP": 385705, + "IoU": 0.6123986553814438, + "TN": 61568146, + "TP": 928013, + "n_pred": 1313718, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.6569220043044651, + "FN": 48301, + "FP": 64877, + "IoU": 0.4891167947132269, + "TN": 62861986, + "TP": 108356, + "n_pred": 173233, + "n_ref": 156657 + }, + "8": { + "Dice": 0.8535466238748339, + "FN": 26853, + "FP": 2352, + "IoU": 0.7445105415099291, + "TN": 62969210, + "TP": 85105, + "n_pred": 87457, + "n_ref": 111958 + }, + "9": { + "Dice": 0.7730269801480285, + "FN": 10355, + "FP": 8750, + "IoU": 0.6300276922481071, + "TN": 63031881, + "TP": 32534, + "n_pred": 41284, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.867853369388084, + "FN": 70181, + "FP": 3611, + "IoU": 0.766555626208079, + "TN": 109292717, + "TP": 242309, + "n_pred": 245920, + "n_ref": 312490 + }, + "10": { + "Dice": 0.39449387876978204, + "FN": 54899, + "FP": 46493, + "IoU": 0.24571309542407807, + "TN": 109474397, + "TP": 33029, + "n_pred": 79522, + "n_ref": 87928 + }, + "11": { + "Dice": 0.0, + "FN": 4466, + "FP": 0, + "IoU": 0.0, + "TN": 109604352, + "TP": 0, + "n_pred": 0, + "n_ref": 4466 + }, + "12": { + "Dice": 0.0, + "FN": 4081, + "FP": 0, + "IoU": 0.0, + "TN": 109604737, + "TP": 0, + "n_pred": 0, + "n_ref": 4081 + }, + "13": { + "Dice": 0.16297791300257214, + "FN": 70039, + "FP": 40278, + "IoU": 0.0887185375484276, + "TN": 109487761, + "TP": 10740, + "n_pred": 51018, + "n_ref": 80779 + }, + "14": { + "Dice": 0.39419646561022154, + "FN": 58906, + "FP": 57922, + "IoU": 0.24548237512755267, + "TN": 109453980, + "TP": 38010, + "n_pred": 95932, + "n_ref": 96916 + }, + "15": { + "Dice": 0.4376695819847118, + "FN": 71764, + "FP": 9892, + "IoU": 0.28013893664101275, + "TN": 109495385, + "TP": 31777, + "n_pred": 41669, + "n_ref": 103541 + }, + "2": { + "Dice": 0.7539097186674049, + "FN": 69728, + "FP": 24498, + "IoU": 0.6050201417678646, + "TN": 109370259, + "TP": 144333, + "n_pred": 168831, + "n_ref": 214061 + }, + "3": { + "Dice": 0.787355525268159, + "FN": 41184, + "FP": 69278, + "IoU": 0.6492880161287762, + "TN": 109293853, + "TP": 204503, + "n_pred": 273781, + "n_ref": 245687 + }, + "4": { + "Dice": 0.33004502308508504, + "FN": 38781, + "FP": 7943, + "IoU": 0.19763707863239058, + "TN": 109550585, + "TP": 11509, + "n_pred": 19452, + "n_ref": 50290 + }, + "5": { + "Dice": 0.15704065608096318, + "FN": 9652, + "FP": 10, + "IoU": 0.08521113425487598, + "TN": 109598256, + "TP": 900, + "n_pred": 910, + "n_ref": 10552 + }, + "6": { + "Dice": 0.7297909493566609, + "FN": 36794, + "FP": 861944, + "IoU": 0.5745439689530115, + "TN": 107496407, + "TP": 1213673, + "n_pred": 2075617, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.5901649953675949, + "FN": 678179, + "FP": 43747, + "IoU": 0.4186057187035672, + "TN": 108367103, + "TP": 519789, + "n_pred": 563536, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.8895765454535531, + "FN": 7919, + "FP": 12314, + "IoU": 0.8011146935084339, + "TN": 109507086, + "TP": 81499, + "n_pred": 93813, + "n_ref": 89418 + }, + "9": { + "Dice": 0.5708879364213232, + "FN": 22768, + "FP": 25989, + "IoU": 0.3994703781253849, + "TN": 109527628, + "TP": 32433, + "n_pred": 58422, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7042643175304949, + "FN": 5572, + "FP": 39111, + "IoU": 0.5435246764125982, + "TN": 66969465, + "TP": 53204, + "n_pred": 92315, + "n_ref": 58776 + }, + "10": { + "Dice": 0.3881767865716123, + "FN": 57370, + "FP": 10171, + "IoU": 0.240830869873099, + "TN": 66978385, + "TP": 21426, + "n_pred": 31597, + "n_ref": 78796 + }, + "11": { + "Dice": 0.0, + "FN": 3126, + "FP": 0, + "IoU": 0.0, + "TN": 67064226, + "TP": 0, + "n_pred": 0, + "n_ref": 3126 + }, + "12": { + "Dice": 0.0, + "FN": 3311, + "FP": 0, + "IoU": 0.0, + "TN": 67064041, + "TP": 0, + "n_pred": 0, + "n_ref": 3311 + }, + "13": { + "Dice": 0.14737244277725678, + "FN": 33968, + "FP": 15128, + "IoU": 0.07954779804645756, + "TN": 67014013, + "TP": 4243, + "n_pred": 19371, + "n_ref": 38211 + }, + "14": { + "Dice": 0.6934254980389111, + "FN": 30835, + "FP": 8638, + "IoU": 0.5307202130442019, + "TN": 66983238, + "TP": 44641, + "n_pred": 53279, + "n_ref": 75476 + }, + "15": { + "Dice": 0.31181400568082196, + "FN": 22470, + "FP": 16780, + "IoU": 0.18470358522703667, + "TN": 67019210, + "TP": 8892, + "n_pred": 25672, + "n_ref": 31362 + }, + "2": { + "Dice": 0.85767865037149, + "FN": 25752, + "FP": 14168, + "IoU": 0.7508208181965719, + "TN": 66907146, + "TP": 120286, + "n_pred": 134454, + "n_ref": 146038 + }, + "3": { + "Dice": 0.8885238939821638, + "FN": 18096, + "FP": 17604, + "IoU": 0.7994089024239496, + "TN": 66889378, + "TP": 142274, + "n_pred": 159878, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 0, + "IoU": 0.0, + "TN": 67054313, + "TP": 0, + "n_pred": 0, + "n_ref": 13039 + }, + "5": { + "Dice": 0.011573558869352326, + "FN": 8869, + "FP": 13, + "IoU": 0.005820461159614954, + "TN": 67058418, + "TP": 52, + "n_pred": 65, + "n_ref": 8921 + }, + "6": { + "Dice": 0.8827626096919824, + "FN": 159563, + "FP": 84882, + "IoU": 0.7901298482756726, + "TN": 65902608, + "TP": 920299, + "n_pred": 1005181, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.3732268037302324, + "FN": 263602, + "FP": 31988, + "IoU": 0.22942768210470335, + "TN": 66683754, + "TP": 88008, + "n_pred": 119996, + "n_ref": 351610 + }, + "8": { + "Dice": 0.8961784293047294, + "FN": 8808, + "FP": 9011, + "IoU": 0.811887041435735, + "TN": 66972627, + "TP": 76906, + "n_pred": 85917, + "n_ref": 85714 + }, + "9": { + "Dice": 0.8097067143069823, + "FN": 22956, + "FP": 2608, + "IoU": 0.6802581548929357, + "TN": 66987400, + "TP": 54388, + "n_pred": 56996, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.606313711889072, + "FN": 95431, + "FP": 14674, + "IoU": 0.4350431779815384, + "TN": 74324389, + "TP": 84786, + "n_pred": 99460, + "n_ref": 180217 + }, + "10": { + "Dice": 0.6432725823103106, + "FN": 24683, + "FP": 10216, + "IoU": 0.47413546296993897, + "TN": 74452915, + "TP": 31466, + "n_pred": 41682, + "n_ref": 56149 + }, + "11": { + "Dice": 0.0, + "FN": 3387, + "FP": 0, + "IoU": 0.0, + "TN": 74515893, + "TP": 0, + "n_pred": 0, + "n_ref": 3387 + }, + "12": { + "Dice": 0.0, + "FN": 2201, + "FP": 0, + "IoU": 0.0, + "TN": 74517079, + "TP": 0, + "n_pred": 0, + "n_ref": 2201 + }, + "13": { + "Dice": 0.22566768510495994, + "FN": 35467, + "FP": 15474, + "IoU": 0.1271845658282503, + "TN": 74460916, + "TP": 7423, + "n_pred": 22897, + "n_ref": 42890 + }, + "14": { + "Dice": 0.6081527921064466, + "FN": 8935, + "FP": 20691, + "IoU": 0.4369393340428767, + "TN": 74466664, + "TP": 22990, + "n_pred": 43681, + "n_ref": 31925 + }, + "15": { + "Dice": 0.8333070824801806, + "FN": 6551, + "FP": 2974, + "IoU": 0.7142471424714247, + "TN": 74485947, + "TP": 23808, + "n_pred": 26782, + "n_ref": 30359 + }, + "2": { + "Dice": 0.672884944284132, + "FN": 6943, + "FP": 123308, + "IoU": 0.5070283404487238, + "TN": 74255064, + "TP": 133965, + "n_pred": 257273, + "n_ref": 140908 + }, + "3": { + "Dice": 0.581864471752291, + "FN": 75193, + "FP": 40429, + "IoU": 0.4103024430050492, + "TN": 74323210, + "TP": 80448, + "n_pred": 120877, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0, + "FN": 13278, + "FP": 0, + "IoU": 0.0, + "TN": 74506002, + "TP": 0, + "n_pred": 0, + "n_ref": 13278 + }, + "5": { + "Dice": 0.11646514935988621, + "FN": 9499, + "FP": 439, + "IoU": 0.061833286132351555, + "TN": 74508687, + "TP": 655, + "n_pred": 1094, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9085535255107218, + "FN": 182371, + "FP": 104195, + "IoU": 0.8324306750231268, + "TN": 72809146, + "TP": 1423568, + "n_pred": 1527763, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.03044439150918427, + "FN": 162590, + "FP": 130464, + "IoU": 0.015457492734877627, + "TN": 74221625, + "TP": 4601, + "n_pred": 135065, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9546015143236282, + "FN": 3232, + "FP": 2584, + "IoU": 0.9131460657377956, + "TN": 74452317, + "TP": 61147, + "n_pred": 63731, + "n_ref": 64379 + }, + "9": { + "Dice": 0.8143167861591181, + "FN": 27152, + "FP": 2813, + "IoU": 0.6867911906429326, + "TN": 74423609, + "TP": 65706, + "n_pred": 68519, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8849253926655278, + "FN": 32713, + "FP": 32361, + "IoU": 0.7936019588688293, + "TN": 65735896, + "TP": 250210, + "n_pred": 282571, + "n_ref": 282923 + }, + "10": { + "Dice": 0.3576433990518661, + "FN": 61919, + "FP": 15722, + "IoU": 0.21776232935368495, + "TN": 65951925, + "TP": 21614, + "n_pred": 37336, + "n_ref": 83533 + }, + "11": { + "Dice": 0.0, + "FN": 3637, + "FP": 0, + "IoU": 0.0, + "TN": 66047543, + "TP": 0, + "n_pred": 0, + "n_ref": 3637 + }, + "12": { + "Dice": 0.0, + "FN": 3026, + "FP": 0, + "IoU": 0.0, + "TN": 66048154, + "TP": 0, + "n_pred": 0, + "n_ref": 3026 + }, + "13": { + "Dice": 0.664870259481038, + "FN": 20978, + "FP": 5886, + "IoU": 0.49798176110031395, + "TN": 65997668, + "TP": 26648, + "n_pred": 32534, + "n_ref": 47626 + }, + "14": { + "Dice": 0.8460269495236039, + "FN": 3794, + "FP": 16180, + "IoU": 0.7331427273577469, + "TN": 65976331, + "TP": 54875, + "n_pred": 71055, + "n_ref": 58669 + }, + "15": { + "Dice": 0.7872751070390664, + "FN": 6852, + "FP": 2737, + "IoU": 0.6491786485201039, + "TN": 66023847, + "TP": 17744, + "n_pred": 20481, + "n_ref": 24596 + }, + "2": { + "Dice": 0.7201771556240979, + "FN": 52888, + "FP": 17875, + "IoU": 0.5627162843583152, + "TN": 65889356, + "TP": 91061, + "n_pred": 108936, + "n_ref": 143949 + }, + "3": { + "Dice": 0.7765217233603956, + "FN": 28374, + "FP": 45562, + "IoU": 0.6346837031656859, + "TN": 65848791, + "TP": 128453, + "n_pred": 174015, + "n_ref": 156827 + }, + "4": { + "Dice": 0.8597931402412791, + "FN": 4548, + "FP": 3599, + "IoU": 0.7540676789325927, + "TN": 66018053, + "TP": 24980, + "n_pred": 28579, + "n_ref": 29528 + }, + "5": { + "Dice": 0.2480688202247191, + "FN": 8566, + "FP": 0, + "IoU": 0.1415973544443331, + "TN": 66041201, + "TP": 1413, + "n_pred": 1413, + "n_ref": 9979 + }, + "6": { + "Dice": 0.8055591909382995, + "FN": 38637, + "FP": 436791, + "IoU": 0.6744237008873726, + "TN": 64590914, + "TP": 984838, + "n_pred": 1421629, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.5797470977248004, + "FN": 573624, + "FP": 10504, + "IoU": 0.4081999035496172, + "TN": 65064144, + "TP": 402908, + "n_pred": 413412, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9293862340801103, + "FN": 7850, + "FP": 3311, + "IoU": 0.868087319315912, + "TN": 65966571, + "TP": 73448, + "n_pred": 76759, + "n_ref": 81298 + }, + "9": { + "Dice": 0.7887723606916465, + "FN": 22552, + "FP": 2906, + "IoU": 0.6512172733624694, + "TN": 65978189, + "TP": 47533, + "n_pred": 50439, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9590048026482989, + "FN": 6480, + "FP": 6102, + "IoU": 0.9212384505596314, + "TN": 113312792, + "TP": 147166, + "n_pred": 153268, + "n_ref": 153646 + }, + "10": { + "Dice": 0.7541645793234372, + "FN": 9058, + "FP": 37561, + "IoU": 0.6053484808722815, + "TN": 113354413, + "TP": 71508, + "n_pred": 109069, + "n_ref": 80566 + }, + "11": { + "Dice": 0.0, + "FN": 3230, + "FP": 0, + "IoU": 0.0, + "TN": 113469310, + "TP": 0, + "n_pred": 0, + "n_ref": 3230 + }, + "12": { + "Dice": 0.0, + "FN": 4083, + "FP": 0, + "IoU": 0.0, + "TN": 113468457, + "TP": 0, + "n_pred": 0, + "n_ref": 4083 + }, + "13": { + "Dice": 0.41880078997636544, + "FN": 51005, + "FP": 20801, + "IoU": 0.26486276196033864, + "TN": 113374863, + "TP": 25871, + "n_pred": 46672, + "n_ref": 76876 + }, + "14": { + "Dice": 0.8309593424173884, + "FN": 75310, + "FP": 1295, + "IoU": 0.7108044848805164, + "TN": 113207650, + "TP": 188285, + "n_pred": 189580, + "n_ref": 263595 + }, + "15": { + "Dice": 0.7029868703248418, + "FN": 8444, + "FP": 2912, + "IoU": 0.5420044363783021, + "TN": 113447745, + "TP": 13439, + "n_pred": 16351, + "n_ref": 21883 + }, + "2": { + "Dice": 0.8590289123451125, + "FN": 10099, + "FP": 28298, + "IoU": 0.7528927960047881, + "TN": 113317154, + "TP": 116989, + "n_pred": 145287, + "n_ref": 127088 + }, + "3": { + "Dice": 0.8155220701165439, + "FN": 34545, + "FP": 4252, + "IoU": 0.6885076112788233, + "TN": 113347988, + "TP": 85755, + "n_pred": 90007, + "n_ref": 120300 + }, + "4": { + "Dice": 0.8032666247868617, + "FN": 8715, + "FP": 2246, + "IoU": 0.6712160297558342, + "TN": 113439202, + "TP": 22377, + "n_pred": 24623, + "n_ref": 31092 + }, + "5": { + "Dice": 0.0, + "FN": 32826, + "FP": 0, + "IoU": 0.0, + "TN": 113439714, + "TP": 0, + "n_pred": 0, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9470603183383445, + "FN": 68427, + "FP": 51778, + "IoU": 0.8994440373296392, + "TN": 112277136, + "TP": 1075199, + "n_pred": 1126977, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.651957983077284, + "FN": 99943, + "FP": 26130, + "IoU": 0.48363328063435373, + "TN": 113228386, + "TP": 118081, + "n_pred": 144211, + "n_ref": 218024 + }, + "8": { + "Dice": 0.706128356774649, + "FN": 95537, + "FP": 3543, + "IoU": 0.5457483827487083, + "TN": 113254423, + "TP": 119037, + "n_pred": 122580, + "n_ref": 214574 + }, + "9": { + "Dice": 0.8278599246598269, + "FN": 28332, + "FP": 4067, + "IoU": 0.7062807100248399, + "TN": 113362234, + "TP": 77907, + "n_pred": 81974, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7743468689156687, + "FN": 5487, + "FP": 65443, + "IoU": 0.631783046342489, + "TN": 75004097, + "TP": 121701, + "n_pred": 187144, + "n_ref": 127188 + }, + "10": { + "Dice": 0.5946472202855402, + "FN": 52719, + "FP": 11816, + "IoU": 0.42313021247687066, + "TN": 75084857, + "TP": 47336, + "n_pred": 59152, + "n_ref": 100055 + }, + "11": { + "Dice": 0.0, + "FN": 3544, + "FP": 0, + "IoU": 0.0, + "TN": 75193184, + "TP": 0, + "n_pred": 0, + "n_ref": 3544 + }, + "12": { + "Dice": 0.0, + "FN": 3106, + "FP": 0, + "IoU": 0.0, + "TN": 75193622, + "TP": 0, + "n_pred": 0, + "n_ref": 3106 + }, + "13": { + "Dice": 0.4384479906068207, + "FN": 34722, + "FP": 17887, + "IoU": 0.28077706536153224, + "TN": 75123581, + "TP": 20538, + "n_pred": 38425, + "n_ref": 55260 + }, + "14": { + "Dice": 0.8902653015229081, + "FN": 22453, + "FP": 4813, + "IoU": 0.8022325540912025, + "TN": 75058859, + "TP": 110603, + "n_pred": 115416, + "n_ref": 133056 + }, + "15": { + "Dice": 0.16336708654260712, + "FN": 66802, + "FP": 4997, + "IoU": 0.08894923168673628, + "TN": 75117919, + "TP": 7010, + "n_pred": 12007, + "n_ref": 73812 + }, + "2": { + "Dice": 0.8231598684468346, + "FN": 9779, + "FP": 48884, + "IoU": 0.6994661775856063, + "TN": 75001532, + "TP": 136533, + "n_pred": 185417, + "n_ref": 146312 + }, + "3": { + "Dice": 0.734853992729597, + "FN": 55537, + "FP": 10837, + "IoU": 0.580845205617864, + "TN": 75038376, + "TP": 91978, + "n_pred": 102815, + "n_ref": 147515 + }, + "4": { + "Dice": 0.8336985537272401, + "FN": 4038, + "FP": 4310, + "IoU": 0.7148225327093226, + "TN": 75167455, + "TP": 20925, + "n_pred": 25235, + "n_ref": 24963 + }, + "5": { + "Dice": 0.036961509049197046, + "FN": 7556, + "FP": 0, + "IoU": 0.01882872354239709, + "TN": 75189027, + "TP": 145, + "n_pred": 145, + "n_ref": 7701 + }, + "6": { + "Dice": 0.8774230737381555, + "FN": 32710, + "FP": 309229, + "IoU": 0.7816150975594646, + "TN": 73630965, + "TP": 1223824, + "n_pred": 1533053, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.7492660152333638, + "FN": 26636, + "FP": 57143, + "IoU": 0.5990610508382107, + "TN": 74987771, + "TP": 125178, + "n_pred": 182321, + "n_ref": 151814 + }, + "8": { + "Dice": 0.8572667349490709, + "FN": 16525, + "FP": 6190, + "IoU": 0.7501897084538486, + "TN": 75105799, + "TP": 68214, + "n_pred": 74404, + "n_ref": 84739 + }, + "9": { + "Dice": 0.7839262800268605, + "FN": 18279, + "FP": 14220, + "IoU": 0.6446371360152209, + "TN": 75105275, + "TP": 58954, + "n_pred": 73174, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9470336338585323, + "FN": 18580, + "FP": 3486, + "IoU": 0.899395901246951, + "TN": 86708537, + "TP": 197269, + "n_pred": 200755, + "n_ref": 215849 + }, + "10": { + "Dice": 0.6202220000168055, + "FN": 31922, + "FP": 13275, + "IoU": 0.44950854414576813, + "TN": 86845769, + "TP": 36906, + "n_pred": 50181, + "n_ref": 68828 + }, + "11": { + "Dice": 0.0, + "FN": 2590, + "FP": 0, + "IoU": 0.0, + "TN": 86925282, + "TP": 0, + "n_pred": 0, + "n_ref": 2590 + }, + "12": { + "Dice": 0.0, + "FN": 4915, + "FP": 0, + "IoU": 0.0, + "TN": 86922957, + "TP": 0, + "n_pred": 0, + "n_ref": 4915 + }, + "13": { + "Dice": 0.20367063278610925, + "FN": 45895, + "FP": 28127, + "IoU": 0.11338156381755461, + "TN": 86844384, + "TP": 9466, + "n_pred": 37593, + "n_ref": 55361 + }, + "14": { + "Dice": 0.7898047911502, + "FN": 19878, + "FP": 13868, + "IoU": 0.6526259444547382, + "TN": 86830726, + "TP": 63400, + "n_pred": 77268, + "n_ref": 83278 + }, + "15": { + "Dice": 0.13526493351855526, + "FN": 150725, + "FP": 1784, + "IoU": 0.07253841896896684, + "TN": 86763435, + "TP": 11928, + "n_pred": 13712, + "n_ref": 162653 + }, + "2": { + "Dice": 0.7610479303835351, + "FN": 41573, + "FP": 10325, + "IoU": 0.6142674515400166, + "TN": 86793328, + "TP": 82646, + "n_pred": 92971, + "n_ref": 124219 + }, + "3": { + "Dice": 0.7934173669467787, + "FN": 37790, + "FP": 31240, + "IoU": 0.6575739988392338, + "TN": 86726281, + "TP": 132561, + "n_pred": 163801, + "n_ref": 170351 + }, + "4": { + "Dice": 0.5147233789411065, + "FN": 6139, + "FP": 13439, + "IoU": 0.3465505156703715, + "TN": 86897911, + "TP": 10383, + "n_pred": 23822, + "n_ref": 16522 + }, + "5": { + "Dice": 0.44416243654822335, + "FN": 3898, + "FP": 44, + "IoU": 0.28548123980424145, + "TN": 86922355, + "TP": 1575, + "n_pred": 1619, + "n_ref": 5473 + }, + "6": { + "Dice": 0.8322836445040893, + "FN": 30713, + "FP": 430191, + "IoU": 0.7127447008744102, + "TN": 85323362, + "TP": 1143606, + "n_pred": 1573797, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.6196452084108242, + "FN": 554253, + "FP": 21460, + "IoU": 0.4489028561254448, + "TN": 85883205, + "TP": 468954, + "n_pred": 490414, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9273485751435692, + "FN": 3037, + "FP": 5009, + "IoU": 0.8645386130612657, + "TN": 86868475, + "TP": 51351, + "n_pred": 56360, + "n_ref": 54388 + }, + "9": { + "Dice": 0.6943906754084712, + "FN": 17398, + "FP": 11968, + "IoU": 0.5318518046167581, + "TN": 86865144, + "TP": 33362, + "n_pred": 45330, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4315084679007483, + "FN": 19988, + "FP": 160437, + "IoU": 0.2751104861390117, + "TN": 37500700, + "TP": 68475, + "n_pred": 228912, + "n_ref": 88463 + }, + "10": { + "Dice": 0.6677880731765264, + "FN": 24110, + "FP": 10847, + "IoU": 0.501262644276726, + "TN": 37679509, + "TP": 35134, + "n_pred": 45981, + "n_ref": 59244 + }, + "11": { + "Dice": 0.0, + "FN": 2588, + "FP": 0, + "IoU": 0.0, + "TN": 37747012, + "TP": 0, + "n_pred": 0, + "n_ref": 2588 + }, + "12": { + "Dice": 0.0, + "FN": 2917, + "FP": 0, + "IoU": 0.0, + "TN": 37746683, + "TP": 0, + "n_pred": 0, + "n_ref": 2917 + }, + "13": { + "Dice": 0.5236781101666851, + "FN": 28281, + "FP": 1924, + "IoU": 0.3547181097652161, + "TN": 37702791, + "TP": 16604, + "n_pred": 18528, + "n_ref": 44885 + }, + "14": { + "Dice": 0.4938019040751904, + "FN": 41378, + "FP": 79371, + "IoU": 0.327846586323026, + "TN": 37569955, + "TP": 58896, + "n_pred": 138267, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1587, + "IoU": 0.0, + "TN": 37748013, + "TP": 0, + "n_pred": 1587, + "n_ref": 0 + }, + "2": { + "Dice": 0.412798318856251, + "FN": 59766, + "FP": 55359, + "IoU": 0.26007931049996463, + "TN": 37594009, + "TP": 40466, + "n_pred": 95825, + "n_ref": 100232 + }, + "3": { + "Dice": 0.35888278838921034, + "FN": 63174, + "FP": 28023, + "IoU": 0.21868199653878445, + "TN": 37632878, + "TP": 25525, + "n_pred": 53548, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 0, + "IoU": 0.0, + "TN": 37737906, + "TP": 0, + "n_pred": 0, + "n_ref": 11694 + }, + "5": { + "Dice": 0.1599707147432964, + "FN": 9175, + "FP": 4, + "IoU": 0.08693922212274943, + "TN": 37739547, + "TP": 874, + "n_pred": 878, + "n_ref": 10049 + }, + "6": { + "Dice": 0.8196804898532906, + "FN": 207193, + "FP": 28338, + "IoU": 0.6944564440448902, + "TN": 36978741, + "TP": 535328, + "n_pred": 563666, + "n_ref": 742521 + }, + "7": { + "Dice": 0.6727219724207383, + "FN": 154907, + "FP": 30334, + "IoU": 0.5068432976681406, + "TN": 37373977, + "TP": 190382, + "n_pred": 220716, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9202323604420516, + "FN": 6641, + "FP": 5745, + "IoU": 0.8522503608450335, + "TN": 37665769, + "TP": 71445, + "n_pred": 77190, + "n_ref": 78086 + }, + "9": { + "Dice": 0.8321114369501467, + "FN": 10506, + "FP": 7356, + "IoU": 0.7124921531701193, + "TN": 37687473, + "TP": 44265, + "n_pred": 51621, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8160741959783323, + "FN": 27938, + "FP": 48730, + "IoU": 0.6892950497456992, + "TN": 75659933, + "TP": 170087, + "n_pred": 218817, + "n_ref": 198025 + }, + "10": { + "Dice": 0.8058597652061549, + "FN": 26178, + "FP": 16190, + "IoU": 0.6748451661921244, + "TN": 75776387, + "TP": 87933, + "n_pred": 104123, + "n_ref": 114111 + }, + "11": { + "Dice": 0.0, + "FN": 4342, + "FP": 0, + "IoU": 0.0, + "TN": 75902346, + "TP": 0, + "n_pred": 0, + "n_ref": 4342 + }, + "12": { + "Dice": 0.0, + "FN": 4584, + "FP": 0, + "IoU": 0.0, + "TN": 75902104, + "TP": 0, + "n_pred": 0, + "n_ref": 4584 + }, + "13": { + "Dice": 0.5013484696437531, + "FN": 25514, + "FP": 6288, + "IoU": 0.3345330515390571, + "TN": 75858899, + "TP": 15987, + "n_pred": 22275, + "n_ref": 41501 + }, + "14": { + "Dice": 0.8487394293843358, + "FN": 16289, + "FP": 21989, + "IoU": 0.737226177155057, + "TN": 75761019, + "TP": 107391, + "n_pred": 129380, + "n_ref": 123680 + }, + "15": { + "Dice": 0.4572347636280085, + "FN": 131549, + "FP": 737, + "IoU": 0.29637351999404277, + "TN": 75718682, + "TP": 55720, + "n_pred": 56457, + "n_ref": 187269 + }, + "2": { + "Dice": 0.7697574050842334, + "FN": 31032, + "FP": 65689, + "IoU": 0.6256956215509167, + "TN": 75648286, + "TP": 161681, + "n_pred": 227370, + "n_ref": 192713 + }, + "3": { + "Dice": 0.7070965344563689, + "FN": 91394, + "FP": 41030, + "IoU": 0.5469059007890072, + "TN": 75614422, + "TP": 159842, + "n_pred": 200872, + "n_ref": 251236 + }, + "4": { + "Dice": 0.8899850170872544, + "FN": 3744, + "FP": 2791, + "IoU": 0.801777481193885, + "TN": 75873720, + "TP": 26433, + "n_pred": 29224, + "n_ref": 30177 + }, + "5": { + "Dice": 0.6558111380145278, + "FN": 4212, + "FP": 1474, + "IoU": 0.487886156894533, + "TN": 75895585, + "TP": 5417, + "n_pred": 6891, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9308214933425684, + "FN": 72768, + "FP": 170136, + "IoU": 0.8705950293114213, + "TN": 74029604, + "TP": 1634180, + "n_pred": 1804316, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.8008588232899851, + "FN": 76975, + "FP": 20877, + "IoU": 0.6678603310806454, + "TN": 75612077, + "TP": 196759, + "n_pred": 217636, + "n_ref": 273734 + }, + "8": { + "Dice": 0.927012081371591, + "FN": 8264, + "FP": 4882, + "IoU": 0.8639538854795145, + "TN": 75810059, + "TP": 83483, + "n_pred": 88365, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8079311752781141, + "FN": 21352, + "FP": 5461, + "IoU": 0.6777554773035922, + "TN": 75823481, + "TP": 56394, + "n_pred": 61855, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9582096564094899, + "FN": 5304, + "FP": 2524, + "IoU": 0.9197720657565696, + "TN": 61290178, + "TP": 89744, + "n_pred": 92268, + "n_ref": 95048 + }, + "10": { + "Dice": 0.7812835991230441, + "FN": 13017, + "FP": 23396, + "IoU": 0.6410708829066821, + "TN": 61286301, + "TP": 65036, + "n_pred": 88432, + "n_ref": 78053 + }, + "11": { + "Dice": 0.0, + "FN": 3342, + "FP": 0, + "IoU": 0.0, + "TN": 61384408, + "TP": 0, + "n_pred": 0, + "n_ref": 3342 + }, + "12": { + "Dice": 0.0, + "FN": 3369, + "FP": 0, + "IoU": 0.0, + "TN": 61384381, + "TP": 0, + "n_pred": 0, + "n_ref": 3369 + }, + "13": { + "Dice": 0.3950558522110336, + "FN": 26175, + "FP": 14496, + "IoU": 0.24614928360920094, + "TN": 61333799, + "TP": 13280, + "n_pred": 27776, + "n_ref": 39455 + }, + "14": { + "Dice": 0.8360429373356371, + "FN": 6216, + "FP": 17413, + "IoU": 0.7182764417631419, + "TN": 61303877, + "TP": 60244, + "n_pred": 77657, + "n_ref": 66460 + }, + "15": { + "Dice": 0.8367685068593015, + "FN": 11166, + "FP": 1149, + "IoU": 0.7193482224247949, + "TN": 61343870, + "TP": 31565, + "n_pred": 32714, + "n_ref": 42731 + }, + "2": { + "Dice": 0.9079999705151737, + "FN": 9982, + "FP": 14980, + "IoU": 0.8315017820498974, + "TN": 61239606, + "TP": 123182, + "n_pred": 138162, + "n_ref": 133164 + }, + "3": { + "Dice": 0.8810517654099341, + "FN": 15841, + "FP": 15961, + "IoU": 0.7873927838428677, + "TN": 61238169, + "TP": 117779, + "n_pred": 133740, + "n_ref": 133620 + }, + "4": { + "Dice": 0.6358517128108869, + "FN": 9491, + "FP": 1373, + "IoU": 0.46611627106983144, + "TN": 61367401, + "TP": 9485, + "n_pred": 10858, + "n_ref": 18976 + }, + "5": { + "Dice": 0.0, + "FN": 27695, + "FP": 0, + "IoU": 0.0, + "TN": 61360055, + "TP": 0, + "n_pred": 0, + "n_ref": 27695 + }, + "6": { + "Dice": 0.8821814248838985, + "FN": 124390, + "FP": 108073, + "IoU": 0.7891991102333143, + "TN": 60284989, + "TP": 870298, + "n_pred": 978371, + "n_ref": 994688 + }, + "7": { + "Dice": 0.5910669320757798, + "FN": 86007, + "FP": 44239, + "IoU": 0.4195138474154759, + "TN": 61163376, + "TP": 94128, + "n_pred": 138367, + "n_ref": 180135 + }, + "8": { + "Dice": 0.7032103467760501, + "FN": 111907, + "FP": 1545, + "IoU": 0.5422701708236167, + "TN": 61139892, + "TP": 134406, + "n_pred": 135951, + "n_ref": 246313 + }, + "9": { + "Dice": 0.7594925292366894, + "FN": 29191, + "FP": 2809, + "IoU": 0.612243414196738, + "TN": 61305224, + "TP": 50526, + "n_pred": 53335, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9642037260102306, + "FN": 7010, + "FP": 6244, + "IoU": 0.930881632057072, + "TN": 39557042, + "TP": 178504, + "n_pred": 184748, + "n_ref": 185514 + }, + "10": { + "Dice": 0.5436820115180487, + "FN": 22944, + "FP": 25548, + "IoU": 0.3733264409408116, + "TN": 39671420, + "TP": 28888, + "n_pred": 54436, + "n_ref": 51832 + }, + "11": { + "Dice": 0.0, + "FN": 3031, + "FP": 0, + "IoU": 0.0, + "TN": 39745769, + "TP": 0, + "n_pred": 0, + "n_ref": 3031 + }, + "12": { + "Dice": 0.0, + "FN": 3460, + "FP": 0, + "IoU": 0.0, + "TN": 39745340, + "TP": 0, + "n_pred": 0, + "n_ref": 3460 + }, + "13": { + "Dice": 0.6456078497452981, + "FN": 18907, + "FP": 8434, + "IoU": 0.4766771939898555, + "TN": 39696555, + "TP": 24904, + "n_pred": 33338, + "n_ref": 43811 + }, + "14": { + "Dice": 0.26458318602842396, + "FN": 22107, + "FP": 40299, + "IoU": 0.15246088657105605, + "TN": 39675168, + "TP": 11226, + "n_pred": 51525, + "n_ref": 33333 + }, + "15": { + "Dice": 0.7773979868461375, + "FN": 18738, + "FP": 148, + "IoU": 0.6358553138978867, + "TN": 39696936, + "TP": 32978, + "n_pred": 33126, + "n_ref": 51716 + }, + "2": { + "Dice": 0.6853993342759751, + "FN": 32291, + "FP": 46250, + "IoU": 0.5213745528559328, + "TN": 39584703, + "TP": 85556, + "n_pred": 131806, + "n_ref": 117847 + }, + "3": { + "Dice": 0.68279480717028, + "FN": 49886, + "FP": 28523, + "IoU": 0.5183663189965478, + "TN": 39586002, + "TP": 84389, + "n_pred": 112912, + "n_ref": 134275 + }, + "4": { + "Dice": 0.8021160442533456, + "FN": 7170, + "FP": 1022, + "IoU": 0.6696108086307724, + "TN": 39724005, + "TP": 16603, + "n_pred": 17625, + "n_ref": 23773 + }, + "5": { + "Dice": 0.6726466438218102, + "FN": 3187, + "FP": 61, + "IoU": 0.5067577828397873, + "TN": 39742215, + "TP": 3337, + "n_pred": 3398, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9327762551880164, + "FN": 34728, + "FP": 94021, + "IoU": 0.8740212722237987, + "TN": 38726810, + "TP": 893241, + "n_pred": 987262, + "n_ref": 927969 + }, + "7": { + "Dice": 0.6023170559536702, + "FN": 414240, + "FP": 5471, + "IoU": 0.43093969095018514, + "TN": 39011249, + "TP": 317840, + "n_pred": 323311, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9307969826172515, + "FN": 1288, + "FP": 5886, + "IoU": 0.8705521472392638, + "TN": 39693380, + "TP": 48246, + "n_pred": 54132, + "n_ref": 49534 + }, + "9": { + "Dice": 0.848823774090678, + "FN": 4897, + "FP": 8187, + "IoU": 0.7373534607355067, + "TN": 39698984, + "TP": 36732, + "n_pred": 44919, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.794944517505638, + "FN": 21699, + "FP": 17126, + "IoU": 0.6596746200101681, + "TN": 101282526, + "TP": 75257, + "n_pred": 92383, + "n_ref": 96956 + }, + "10": { + "Dice": 0.5477610028885695, + "FN": 43896, + "FP": 19668, + "IoU": 0.37718378584936163, + "TN": 101294549, + "TP": 38495, + "n_pred": 58163, + "n_ref": 82391 + }, + "11": { + "Dice": 0.0, + "FN": 5529, + "FP": 0, + "IoU": 0.0, + "TN": 101391079, + "TP": 0, + "n_pred": 0, + "n_ref": 5529 + }, + "12": { + "Dice": 0.0, + "FN": 5225, + "FP": 0, + "IoU": 0.0, + "TN": 101391383, + "TP": 0, + "n_pred": 0, + "n_ref": 5225 + }, + "13": { + "Dice": 0.5200953979330448, + "FN": 29337, + "FP": 8694, + "IoU": 0.3514384624567268, + "TN": 101337969, + "TP": 20608, + "n_pred": 29302, + "n_ref": 49945 + }, + "14": { + "Dice": 0.8961366085765489, + "FN": 31296, + "FP": 2145, + "IoU": 0.8118183966776586, + "TN": 101218902, + "TP": 144265, + "n_pred": 146410, + "n_ref": 175561 + }, + "15": { + "Dice": 0.6508581418827412, + "FN": 13658, + "FP": 521, + "IoU": 0.482423799963497, + "TN": 101369213, + "TP": 13216, + "n_pred": 13737, + "n_ref": 26874 + }, + "2": { + "Dice": 0.6989511891447021, + "FN": 16133, + "FP": 126525, + "IoU": 0.5372213427451794, + "TN": 101088344, + "TP": 165606, + "n_pred": 292131, + "n_ref": 181739 + }, + "3": { + "Dice": 0.3336258369737319, + "FN": 132198, + "FP": 7530, + "IoU": 0.2002106395887949, + "TN": 101221902, + "TP": 34978, + "n_pred": 42508, + "n_ref": 167176 + }, + "4": { + "Dice": 0.8276773909211106, + "FN": 2634, + "FP": 494, + "IoU": 0.706015037593985, + "TN": 101385968, + "TP": 7512, + "n_pred": 8006, + "n_ref": 10146 + }, + "5": { + "Dice": 0.03680700503996335, + "FN": 37793, + "FP": 47, + "IoU": 0.018748541347924176, + "TN": 101358045, + "TP": 723, + "n_pred": 770, + "n_ref": 38516 + }, + "6": { + "Dice": 0.8785839474880361, + "FN": 59974, + "FP": 429390, + "IoU": 0.783459399854331, + "TN": 99136690, + "TP": 1770554, + "n_pred": 2199944, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.6646687152573973, + "FN": 220384, + "FP": 22421, + "IoU": 0.49775566771471125, + "TN": 100913168, + "TP": 240635, + "n_pred": 263056, + "n_ref": 461019 + }, + "8": { + "Dice": 0.6998672292492546, + "FN": 107597, + "FP": 19445, + "IoU": 0.5383044293584917, + "TN": 101121444, + "TP": 148122, + "n_pred": 167567, + "n_ref": 255719 + }, + "9": { + "Dice": 0.8910605950673371, + "FN": 6792, + "FP": 12727, + "IoU": 0.8035250538521933, + "TN": 101297262, + "TP": 79827, + "n_pred": 92554, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.14433912406021446, + "FN": 200062, + "FP": 700, + "IoU": 0.07778313695767014, + "TN": 73665809, + "TP": 16933, + "n_pred": 17633, + "n_ref": 216995 + }, + "10": { + "Dice": 0.021640861363231893, + "FN": 74625, + "FP": 35323, + "IoU": 0.010938793134467993, + "TN": 73772340, + "TP": 1216, + "n_pred": 36539, + "n_ref": 75841 + }, + "11": { + "Dice": 0.0, + "FN": 6259, + "FP": 0, + "IoU": 0.0, + "TN": 73877245, + "TP": 0, + "n_pred": 0, + "n_ref": 6259 + }, + "12": { + "Dice": 0.0, + "FN": 5541, + "FP": 0, + "IoU": 0.0, + "TN": 73877963, + "TP": 0, + "n_pred": 0, + "n_ref": 5541 + }, + "13": { + "Dice": 0.0, + "FN": 61239, + "FP": 47643, + "IoU": 0.0, + "TN": 73774622, + "TP": 0, + "n_pred": 47643, + "n_ref": 61239 + }, + "14": { + "Dice": 0.5675605154349485, + "FN": 44588, + "FP": 41592, + "IoU": 0.39621954124455283, + "TN": 73740770, + "TP": 56554, + "n_pred": 98146, + "n_ref": 101142 + }, + "15": { + "Dice": 0.2797907619725969, + "FN": 185643, + "FP": 2431, + "IoU": 0.16264926137324914, + "TN": 73658898, + "TP": 36532, + "n_pred": 38963, + "n_ref": 222175 + }, + "2": { + "Dice": 0.29257386903252064, + "FN": 141452, + "FP": 98398, + "IoU": 0.17135374920538404, + "TN": 73594056, + "TP": 49598, + "n_pred": 147996, + "n_ref": 191050 + }, + "3": { + "Dice": 0.5478416085535338, + "FN": 65685, + "FP": 135445, + "IoU": 0.3772602298622808, + "TN": 73560528, + "TP": 121846, + "n_pred": 257291, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 7775, + "IoU": 0.0, + "TN": 73827841, + "TP": 0, + "n_pred": 7775, + "n_ref": 47888 + }, + "5": { + "Dice": 0.0007929166116030131, + "FN": 15122, + "FP": 0, + "IoU": 0.0003966155473294553, + "TN": 73868376, + "TP": 6, + "n_pred": 6, + "n_ref": 15128 + }, + "6": { + "Dice": 0.6289015314185737, + "FN": 316707, + "FP": 1317352, + "IoU": 0.4586844386670867, + "TN": 70864823, + "TP": 1384622, + "n_pred": 2701974, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.21781531629587705, + "FN": 137578, + "FP": 113946, + "IoU": 0.12221815072676194, + "TN": 73596959, + "TP": 35021, + "n_pred": 148967, + "n_ref": 172599 + }, + "8": { + "Dice": 0.5325990025431846, + "FN": 47196, + "FP": 9410, + "IoU": 0.3629539597330542, + "TN": 73794647, + "TP": 32251, + "n_pred": 41661, + "n_ref": 79447 + }, + "9": { + "Dice": 0.7023177110505233, + "FN": 12774, + "FP": 52845, + "IoU": 0.541209290618489, + "TN": 73740478, + "TP": 77407, + "n_pred": 130252, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8996900471819852, + "FN": 7812, + "FP": 32221, + "IoU": 0.8176696437924422, + "TN": 69276213, + "TP": 179530, + "n_pred": 211751, + "n_ref": 187342 + }, + "10": { + "Dice": 0.47608957544791997, + "FN": 39612, + "FP": 21707, + "IoU": 0.3124130971069747, + "TN": 69406596, + "TP": 27861, + "n_pred": 49568, + "n_ref": 67473 + }, + "11": { + "Dice": 0.0, + "FN": 3461, + "FP": 0, + "IoU": 0.0, + "TN": 69492315, + "TP": 0, + "n_pred": 0, + "n_ref": 3461 + }, + "12": { + "Dice": 0.0, + "FN": 3152, + "FP": 0, + "IoU": 0.0, + "TN": 69492624, + "TP": 0, + "n_pred": 0, + "n_ref": 3152 + }, + "13": { + "Dice": 0.6062017090518345, + "FN": 30430, + "FP": 31138, + "IoU": 0.43492786078784096, + "TN": 69386820, + "TP": 47388, + "n_pred": 78526, + "n_ref": 77818 + }, + "14": { + "Dice": 0.8828031554858023, + "FN": 23349, + "FP": 10553, + "IoU": 0.7901948164467658, + "TN": 69334188, + "TP": 127686, + "n_pred": 138239, + "n_ref": 151035 + }, + "15": { + "Dice": 0.7580541024863953, + "FN": 36465, + "FP": 259, + "IoU": 0.6103761073683094, + "TN": 69401521, + "TP": 57531, + "n_pred": 57790, + "n_ref": 93996 + }, + "2": { + "Dice": 0.9083058378732813, + "FN": 19938, + "FP": 6352, + "IoU": 0.8320149263268201, + "TN": 69339274, + "TP": 130212, + "n_pred": 136564, + "n_ref": 150150 + }, + "3": { + "Dice": 0.9211112797212577, + "FN": 17785, + "FP": 8728, + "IoU": 0.853759301036421, + "TN": 69314479, + "TP": 154784, + "n_pred": 163512, + "n_ref": 172569 + }, + "4": { + "Dice": 0.4773920518415658, + "FN": 19070, + "FP": 20447, + "IoU": 0.3135357676406212, + "TN": 69438210, + "TP": 18049, + "n_pred": 38496, + "n_ref": 37119 + }, + "5": { + "Dice": 0.6377073069183263, + "FN": 9903, + "FP": 539, + "IoU": 0.46811328443357786, + "TN": 69476144, + "TP": 9190, + "n_pred": 9729, + "n_ref": 19093 + }, + "6": { + "Dice": 0.8794560481959676, + "FN": 90600, + "FP": 281967, + "IoU": 0.784847436622256, + "TN": 67764135, + "TP": 1359074, + "n_pred": 1641041, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.8440428864785172, + "FN": 56510, + "FP": 38272, + "IoU": 0.7301679937824366, + "TN": 69144513, + "TP": 256481, + "n_pred": 294753, + "n_ref": 312991 + }, + "8": { + "Dice": 0.7753762589113953, + "FN": 20165, + "FP": 19535, + "IoU": 0.6331546849011274, + "TN": 69387556, + "TP": 68520, + "n_pred": 88055, + "n_ref": 88685 + }, + "9": { + "Dice": 0.7649668123684636, + "FN": 21304, + "FP": 14991, + "IoU": 0.6193896812080537, + "TN": 69400416, + "TP": 59065, + "n_pred": 74056, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8492478808262331, + "FN": 7098, + "FP": 62243, + "IoU": 0.7379937578876571, + "TN": 50568898, + "TP": 195313, + "n_pred": 257556, + "n_ref": 202411 + }, + "10": { + "Dice": 0.6509184133423485, + "FN": 29630, + "FP": 19934, + "IoU": 0.4824900286090171, + "TN": 50737778, + "TP": 46210, + "n_pred": 66144, + "n_ref": 75840 + }, + "11": { + "Dice": 0.0, + "FN": 6729, + "FP": 0, + "IoU": 0.0, + "TN": 50826823, + "TP": 0, + "n_pred": 0, + "n_ref": 6729 + }, + "12": { + "Dice": 0.0, + "FN": 6299, + "FP": 0, + "IoU": 0.0, + "TN": 50827253, + "TP": 0, + "n_pred": 0, + "n_ref": 6299 + }, + "13": { + "Dice": 0.4079932350005545, + "FN": 18832, + "FP": 66578, + "IoU": 0.2562760686514398, + "TN": 50718711, + "TP": 29431, + "n_pred": 96009, + "n_ref": 48263 + }, + "14": { + "Dice": 0.5222065429319316, + "FN": 26498, + "FP": 17857, + "IoU": 0.35336909933813454, + "TN": 50764958, + "TP": 24239, + "n_pred": 42096, + "n_ref": 50737 + }, + "15": { + "Dice": 0.8179356299955686, + "FN": 9838, + "FP": 1255, + "IoU": 0.6919552359001416, + "TN": 50797541, + "TP": 24918, + "n_pred": 26173, + "n_ref": 34756 + }, + "2": { + "Dice": 0.726000102764948, + "FN": 21324, + "FP": 122655, + "IoU": 0.5698588393457316, + "TN": 50498827, + "TP": 190746, + "n_pred": 313401, + "n_ref": 212070 + }, + "3": { + "Dice": 0.5207351817107915, + "FN": 128196, + "FP": 9746, + "IoU": 0.35202296118488735, + "TN": 50620671, + "TP": 74939, + "n_pred": 84685, + "n_ref": 203135 + }, + "4": { + "Dice": 0.769411090563384, + "FN": 3195, + "FP": 5658, + "IoU": 0.6252381153960124, + "TN": 50809929, + "TP": 14770, + "n_pred": 20428, + "n_ref": 17965 + }, + "5": { + "Dice": 0.4320927394752898, + "FN": 9303, + "FP": 5, + "IoU": 0.2755856486886139, + "TN": 50820703, + "TP": 3541, + "n_pred": 3546, + "n_ref": 12844 + }, + "6": { + "Dice": 0.8774247467601938, + "FN": 59888, + "FP": 537040, + "IoU": 0.7816177527768439, + "TN": 48100143, + "TP": 2136481, + "n_pred": 2673521, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.6112006273396876, + "FN": 64685, + "FP": 143554, + "IoU": 0.440092816407962, + "TN": 50461635, + "TP": 163678, + "n_pred": 307232, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9425257846481981, + "FN": 7473, + "FP": 4168, + "IoU": 0.8912990699585404, + "TN": 50726460, + "TP": 95451, + "n_pred": 99619, + "n_ref": 102924 + }, + "9": { + "Dice": 0.7976465921861572, + "FN": 30656, + "FP": 12198, + "IoU": 0.6634044424895535, + "TN": 50706236, + "TP": 84462, + "n_pred": 96660, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8610643765940534, + "FN": 35384, + "FP": 21596, + "IoU": 0.7560255021430192, + "TN": 76651311, + "TP": 176569, + "n_pred": 198165, + "n_ref": 211953 + }, + "10": { + "Dice": 0.5637970589341457, + "FN": 27482, + "FP": 30509, + "IoU": 0.39256085808857416, + "TN": 76789392, + "TP": 37477, + "n_pred": 67986, + "n_ref": 64959 + }, + "11": { + "Dice": 0.0, + "FN": 2874, + "FP": 0, + "IoU": 0.0, + "TN": 76881986, + "TP": 0, + "n_pred": 0, + "n_ref": 2874 + }, + "12": { + "Dice": 0.0, + "FN": 2609, + "FP": 0, + "IoU": 0.0, + "TN": 76882251, + "TP": 0, + "n_pred": 0, + "n_ref": 2609 + }, + "13": { + "Dice": 0.44754972558483513, + "FN": 25536, + "FP": 17043, + "IoU": 0.28828602948550797, + "TN": 76825034, + "TP": 17247, + "n_pred": 34290, + "n_ref": 42783 + }, + "14": { + "Dice": 0.852337020235486, + "FN": 6260, + "FP": 19813, + "IoU": 0.7426718777758039, + "TN": 76783538, + "TP": 75249, + "n_pred": 95062, + "n_ref": 81509 + }, + "15": { + "Dice": 0.5182639953480996, + "FN": 25309, + "FP": 2030, + "IoU": 0.34976810560114163, + "TN": 76842815, + "TP": 14706, + "n_pred": 16736, + "n_ref": 40015 + }, + "2": { + "Dice": 0.7424002456486255, + "FN": 12022, + "FP": 51736, + "IoU": 0.5903310994454903, + "TN": 76729227, + "TP": 91875, + "n_pred": 143611, + "n_ref": 103897 + }, + "3": { + "Dice": 0.5581599342675047, + "FN": 47141, + "FP": 32445, + "IoU": 0.38711639906049056, + "TN": 76755005, + "TP": 50269, + "n_pred": 82714, + "n_ref": 97410 + }, + "4": { + "Dice": 0.8177247580775954, + "FN": 2193, + "FP": 7922, + "IoU": 0.6916534568955005, + "TN": 76852056, + "TP": 22689, + "n_pred": 30611, + "n_ref": 24882 + }, + "5": { + "Dice": 0.4860576694693839, + "FN": 10639, + "FP": 180, + "IoU": 0.3210542830247882, + "TN": 76868925, + "TP": 5116, + "n_pred": 5296, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9160810315068053, + "FN": 47278, + "FP": 151282, + "IoU": 0.845156379890917, + "TN": 75602534, + "TP": 1083766, + "n_pred": 1235048, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.6878699022047519, + "FN": 52660, + "FP": 45803, + "IoU": 0.5242391004981664, + "TN": 76677901, + "TP": 108496, + "n_pred": 154299, + "n_ref": 161156 + }, + "8": { + "Dice": 0.8949903238534236, + "FN": 5854, + "FP": 10913, + "IoU": 0.8099389020505787, + "TN": 76796641, + "TP": 71452, + "n_pred": 82365, + "n_ref": 77306 + }, + "9": { + "Dice": 0.7864475060363861, + "FN": 30859, + "FP": 2219, + "IoU": 0.648053965484221, + "TN": 76790874, + "TP": 60908, + "n_pred": 63127, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6040041932323978, + "FN": 36707, + "FP": 78506, + "IoU": 0.4326690598240094, + "TN": 130796853, + "TP": 87866, + "n_pred": 166372, + "n_ref": 124573 + }, + "10": { + "Dice": 0.5954301353957163, + "FN": 28846, + "FP": 10178, + "IoU": 0.423923473228916, + "TN": 130932191, + "TP": 28717, + "n_pred": 38895, + "n_ref": 57563 + }, + "11": { + "Dice": 0.0, + "FN": 5568, + "FP": 0, + "IoU": 0.0, + "TN": 130994364, + "TP": 0, + "n_pred": 0, + "n_ref": 5568 + }, + "12": { + "Dice": 0.0, + "FN": 7302, + "FP": 0, + "IoU": 0.0, + "TN": 130992630, + "TP": 0, + "n_pred": 0, + "n_ref": 7302 + }, + "13": { + "Dice": 0.09924281573685038, + "FN": 74000, + "FP": 6180, + "IoU": 0.0522122533896001, + "TN": 130915335, + "TP": 4417, + "n_pred": 10597, + "n_ref": 78417 + }, + "14": { + "Dice": 0.0006402669516932142, + "FN": 945818, + "FP": 12543, + "IoU": 0.0003202359941084922, + "TN": 130041264, + "TP": 307, + "n_pred": 12850, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 1910, + "IoU": 0.0, + "TN": 130972712, + "TP": 0, + "n_pred": 1910, + "n_ref": 25310 + }, + "2": { + "Dice": 0.6338312311409644, + "FN": 109206, + "FP": 17484, + "IoU": 0.46394797303872826, + "TN": 130763593, + "TP": 109649, + "n_pred": 127133, + "n_ref": 218855 + }, + "3": { + "Dice": 0.7781556941863552, + "FN": 48536, + "FP": 85174, + "IoU": 0.6368697635892074, + "TN": 130631717, + "TP": 234505, + "n_pred": 319679, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 6092, + "IoU": 0.0, + "TN": 130991560, + "TP": 0, + "n_pred": 6092, + "n_ref": 2280 + }, + "5": { + "Dice": 0.16846071044133476, + "FN": 21528, + "FP": 102, + "IoU": 0.09197766676461945, + "TN": 130976111, + "TP": 2191, + "n_pred": 2293, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8534028657817921, + "FN": 86763, + "FP": 389494, + "IoU": 0.7442918182101281, + "TN": 129137430, + "TP": 1386245, + "n_pred": 1775739, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.4232820851633028, + "FN": 125905, + "FP": 87085, + "IoU": 0.2684577128098038, + "TN": 130708780, + "TP": 78162, + "n_pred": 165247, + "n_ref": 204067 + }, + "8": { + "Dice": 0.8564195767882643, + "FN": 27068, + "FP": 6112, + "IoU": 0.7488931774321717, + "TN": 130867797, + "TP": 98955, + "n_pred": 105067, + "n_ref": 126023 + }, + "9": { + "Dice": 0.5803801648406329, + "FN": 25144, + "FP": 21237, + "IoU": 0.40882787804629345, + "TN": 130921476, + "TP": 32075, + "n_pred": 53312, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.861072157370961, + "FN": 12900, + "FP": 1465, + "IoU": 0.7560374987262661, + "TN": 74367816, + "TP": 44517, + "n_pred": 45982, + "n_ref": 57417 + }, + "10": { + "Dice": 0.4594003806508753, + "FN": 54396, + "FP": 2980, + "IoU": 0.29819582900128433, + "TN": 74344943, + "TP": 24379, + "n_pred": 27359, + "n_ref": 78775 + }, + "11": { + "Dice": 0.0, + "FN": 2388, + "FP": 0, + "IoU": 0.0, + "TN": 74424310, + "TP": 0, + "n_pred": 0, + "n_ref": 2388 + }, + "12": { + "Dice": 0.0, + "FN": 2457, + "FP": 0, + "IoU": 0.0, + "TN": 74424241, + "TP": 0, + "n_pred": 0, + "n_ref": 2457 + }, + "13": { + "Dice": 0.28086364127888114, + "FN": 83847, + "FP": 15908, + "IoU": 0.1633748479892649, + "TN": 74307463, + "TP": 19480, + "n_pred": 35388, + "n_ref": 103327 + }, + "14": { + "Dice": 0.8450467646497423, + "FN": 38079, + "FP": 10629, + "IoU": 0.7316718450452833, + "TN": 74245174, + "TP": 132816, + "n_pred": 143445, + "n_ref": 170895 + }, + "15": { + "Dice": 0.4196410007623536, + "FN": 16163, + "FP": 585, + "IoU": 0.26553523659167655, + "TN": 74403895, + "TP": 6055, + "n_pred": 6640, + "n_ref": 22218 + }, + "2": { + "Dice": 0.7192844979580765, + "FN": 23291, + "FP": 51221, + "IoU": 0.5616270723757751, + "TN": 74256724, + "TP": 95462, + "n_pred": 146683, + "n_ref": 118753 + }, + "3": { + "Dice": 0.6830585364073832, + "FN": 46949, + "FP": 31230, + "IoU": 0.5186703853518283, + "TN": 74264275, + "TP": 84244, + "n_pred": 115474, + "n_ref": 131193 + }, + "4": { + "Dice": 0.6466104475019779, + "FN": 13706, + "FP": 4607, + "IoU": 0.47777112384863263, + "TN": 74391631, + "TP": 16754, + "n_pred": 21361, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.957083089332419, + "FN": 27086, + "FP": 50085, + "IoU": 0.9176983128212785, + "TN": 73489038, + "TP": 860489, + "n_pred": 910574, + "n_ref": 887575 + }, + "7": { + "Dice": 0.40933640984002506, + "FN": 110686, + "FP": 4253, + "IoU": 0.2573368827778711, + "TN": 74271932, + "TP": 39827, + "n_pred": 44080, + "n_ref": 150513 + }, + "8": { + "Dice": 0.9022140655513988, + "FN": 4887, + "FP": 3425, + "IoU": 0.8218488115395332, + "TN": 74380041, + "TP": 38345, + "n_pred": 41770, + "n_ref": 43232 + }, + "9": { + "Dice": 0.5713782991202346, + "FN": 19159, + "FP": 2765, + "IoU": 0.3999507348715001, + "TN": 74390161, + "TP": 14613, + "n_pred": 17378, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9495265367790446, + "FN": 5281, + "FP": 9084, + "IoU": 0.9039034016790982, + "TN": 106497203, + "TP": 135120, + "n_pred": 144204, + "n_ref": 140401 + }, + "10": { + "Dice": 0.7478819718956415, + "FN": 26030, + "FP": 23399, + "IoU": 0.5972935099639896, + "TN": 106523946, + "TP": 73313, + "n_pred": 96712, + "n_ref": 99343 + }, + "11": { + "Dice": 0.0, + "FN": 4651, + "FP": 0, + "IoU": 0.0, + "TN": 106642037, + "TP": 0, + "n_pred": 0, + "n_ref": 4651 + }, + "12": { + "Dice": 0.0, + "FN": 5470, + "FP": 0, + "IoU": 0.0, + "TN": 106641218, + "TP": 0, + "n_pred": 0, + "n_ref": 5470 + }, + "13": { + "Dice": 0.4060553202093197, + "FN": 27907, + "FP": 10229, + "IoU": 0.2547486906902212, + "TN": 106595516, + "TP": 13036, + "n_pred": 23265, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9346697392897798, + "FN": 2927, + "FP": 6485, + "IoU": 0.8773520979932239, + "TN": 106569948, + "TP": 67328, + "n_pred": 73813, + "n_ref": 70255 + }, + "15": { + "Dice": 0.7098633560401467, + "FN": 8950, + "FP": 5446, + "IoU": 0.5502233886337363, + "TN": 106614681, + "TP": 17611, + "n_pred": 23057, + "n_ref": 26561 + }, + "2": { + "Dice": 0.7347339801989463, + "FN": 45337, + "FP": 56718, + "IoU": 0.5806952598904643, + "TN": 106403297, + "TP": 141336, + "n_pred": 198054, + "n_ref": 186673 + }, + "3": { + "Dice": 0.6054329620124455, + "FN": 63560, + "FP": 49749, + "IoU": 0.43413686507758154, + "TN": 106446447, + "TP": 86932, + "n_pred": 136681, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8189969763319779, + "FN": 2228, + "FP": 1244, + "IoU": 0.6934757658691622, + "TN": 106635361, + "TP": 7855, + "n_pred": 9099, + "n_ref": 10083 + }, + "5": { + "Dice": 0.0, + "FN": 4442, + "FP": 0, + "IoU": 0.0, + "TN": 106642246, + "TP": 0, + "n_pred": 0, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9711642119521207, + "FN": 34369, + "FP": 39162, + "IoU": 0.9439448192163055, + "TN": 105334927, + "TP": 1238230, + "n_pred": 1277392, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.855180001494514, + "FN": 67901, + "FP": 23186, + "IoU": 0.7469995305907613, + "TN": 106286661, + "TP": 268940, + "n_pred": 292126, + "n_ref": 336841 + }, + "8": { + "Dice": 0.8912301798148717, + "FN": 7292, + "FP": 8266, + "IoU": 0.8038009004123737, + "TN": 106567391, + "TP": 63739, + "n_pred": 72005, + "n_ref": 71031 + }, + "9": { + "Dice": 0.8045932683484713, + "FN": 24581, + "FP": 4807, + "IoU": 0.6730707189818781, + "TN": 106556797, + "TP": 60503, + "n_pred": 65310, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9510355878615766, + "FN": 11412, + "FP": 3347, + "IoU": 0.9066423768588977, + "TN": 107968837, + "TP": 143332, + "n_pred": 146679, + "n_ref": 154744 + }, + "10": { + "Dice": 0.7097251769740853, + "FN": 24094, + "FP": 22570, + "IoU": 0.5500573709635429, + "TN": 108023217, + "TP": 57047, + "n_pred": 79617, + "n_ref": 81141 + }, + "11": { + "Dice": 0.0, + "FN": 3037, + "FP": 0, + "IoU": 0.0, + "TN": 108123891, + "TP": 0, + "n_pred": 0, + "n_ref": 3037 + }, + "12": { + "Dice": 0.0, + "FN": 3974, + "FP": 0, + "IoU": 0.0, + "TN": 108122954, + "TP": 0, + "n_pred": 0, + "n_ref": 3974 + }, + "13": { + "Dice": 0.6782603042517228, + "FN": 35690, + "FP": 3902, + "IoU": 0.5131572475529979, + "TN": 108045604, + "TP": 41732, + "n_pred": 45634, + "n_ref": 77422 + }, + "14": { + "Dice": 0.6794022041525531, + "FN": 5093, + "FP": 27750, + "IoU": 0.5144656505477285, + "TN": 108059285, + "TP": 34800, + "n_pred": 62550, + "n_ref": 39893 + }, + "15": { + "Dice": 0.5849201666398469, + "FN": 10874, + "FP": 12341, + "IoU": 0.41334782169210554, + "TN": 108087356, + "TP": 16357, + "n_pred": 28698, + "n_ref": 27231 + }, + "2": { + "Dice": 0.8220419671259973, + "FN": 23334, + "FP": 48999, + "IoU": 0.6978533565583529, + "TN": 107887531, + "TP": 167064, + "n_pred": 216063, + "n_ref": 190398 + }, + "3": { + "Dice": 0.7684736834692469, + "FN": 63830, + "FP": 18363, + "IoU": 0.6240010247073409, + "TN": 107908329, + "TP": 136406, + "n_pred": 154769, + "n_ref": 200236 + }, + "4": { + "Dice": 0.8936136327440676, + "FN": 5254, + "FP": 1426, + "IoU": 0.8076867712681733, + "TN": 108092193, + "TP": 28055, + "n_pred": 29481, + "n_ref": 33309 + }, + "5": { + "Dice": 0.0, + "FN": 3877, + "FP": 0, + "IoU": 0.0, + "TN": 108123051, + "TP": 0, + "n_pred": 0, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9681463993979742, + "FN": 44276, + "FP": 50159, + "IoU": 0.9382594573814713, + "TN": 106597382, + "TP": 1435111, + "n_pred": 1485270, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.8034548034065744, + "FN": 56474, + "FP": 41332, + "IoU": 0.6714788590468769, + "TN": 107829212, + "TP": 199910, + "n_pred": 241242, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9198170766476217, + "FN": 2843, + "FP": 4188, + "IoU": 0.8515382503853545, + "TN": 108079569, + "TP": 40328, + "n_pred": 44516, + "n_ref": 43171 + }, + "9": { + "Dice": 0.8277285233873434, + "FN": 13003, + "FP": 7283, + "IoU": 0.706089451036641, + "TN": 108057907, + "TP": 48735, + "n_pred": 56018, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6925816398290567, + "FN": 47676, + "FP": 20518, + "IoU": 0.5297322272103495, + "TN": 62425149, + "TP": 76817, + "n_pred": 97335, + "n_ref": 124493 + }, + "10": { + "Dice": 0.5122581243909607, + "FN": 26028, + "FP": 37038, + "IoU": 0.34431922149214006, + "TN": 62473976, + "TP": 33118, + "n_pred": 70156, + "n_ref": 59146 + }, + "11": { + "Dice": 0.0, + "FN": 2052, + "FP": 0, + "IoU": 0.0, + "TN": 62568108, + "TP": 0, + "n_pred": 0, + "n_ref": 2052 + }, + "12": { + "Dice": 0.0, + "FN": 4267, + "FP": 0, + "IoU": 0.0, + "TN": 62565893, + "TP": 0, + "n_pred": 0, + "n_ref": 4267 + }, + "13": { + "Dice": 0.6029792229402445, + "FN": 15256, + "FP": 19579, + "IoU": 0.4316179349954314, + "TN": 62508872, + "TP": 26453, + "n_pred": 46032, + "n_ref": 41709 + }, + "14": { + "Dice": 0.680001115231271, + "FN": 171514, + "FP": 647, + "IoU": 0.5151527952619528, + "TN": 62215077, + "TP": 182922, + "n_pred": 183569, + "n_ref": 354436 + }, + "15": { + "Dice": 0.02598767303223199, + "FN": 90053, + "FP": 6345, + "IoU": 0.013164899062282461, + "TN": 62472476, + "TP": 1286, + "n_pred": 7631, + "n_ref": 91339 + }, + "2": { + "Dice": 0.7122146081880153, + "FN": 67704, + "FP": 12551, + "IoU": 0.5530538028435702, + "TN": 62390597, + "TP": 99308, + "n_pred": 111859, + "n_ref": 167012 + }, + "3": { + "Dice": 0.7899925552231353, + "FN": 29325, + "FP": 61507, + "IoU": 0.6528823922805006, + "TN": 62308485, + "TP": 170843, + "n_pred": 232350, + "n_ref": 200168 + }, + "4": { + "Dice": 0.8573237385780911, + "FN": 3167, + "FP": 3594, + "IoU": 0.7502770185417744, + "TN": 62543086, + "TP": 20313, + "n_pred": 23907, + "n_ref": 23480 + }, + "5": { + "Dice": 0.3870094722598105, + "FN": 6173, + "FP": 169, + "IoU": 0.23993288590604026, + "TN": 62561816, + "TP": 2002, + "n_pred": 2171, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9025329499766934, + "FN": 47013, + "FP": 257642, + "IoU": 0.8223781752331667, + "TN": 60854971, + "TP": 1410534, + "n_pred": 1668176, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.7010225444227209, + "FN": 65846, + "FP": 37834, + "IoU": 0.5396726027944644, + "TN": 62344929, + "TP": 121551, + "n_pred": 159385, + "n_ref": 187397 + }, + "8": { + "Dice": 0.8743590625967859, + "FN": 6604, + "FP": 11651, + "IoU": 0.7767655151329869, + "TN": 62488385, + "TP": 63520, + "n_pred": 75171, + "n_ref": 70124 + }, + "9": { + "Dice": 0.6948015960984261, + "FN": 11985, + "FP": 21057, + "IoU": 0.5323340834784086, + "TN": 62499507, + "TP": 37611, + "n_pred": 58668, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3295688955846564, + "FN": 223831, + "FP": 7575, + "IoU": 0.1972957128932334, + "TN": 55092965, + "TP": 56877, + "n_pred": 64452, + "n_ref": 280708 + }, + "10": { + "Dice": 0.7286024248390026, + "FN": 24016, + "FP": 15135, + "IoU": 0.5730720579254994, + "TN": 55289544, + "TP": 52553, + "n_pred": 67688, + "n_ref": 76569 + }, + "11": { + "Dice": 0.0, + "FN": 4327, + "FP": 0, + "IoU": 0.0, + "TN": 55376921, + "TP": 0, + "n_pred": 0, + "n_ref": 4327 + }, + "12": { + "Dice": 0.0, + "FN": 4728, + "FP": 0, + "IoU": 0.0, + "TN": 55376520, + "TP": 0, + "n_pred": 0, + "n_ref": 4728 + }, + "13": { + "Dice": 0.6686788948223822, + "FN": 20311, + "FP": 13937, + "IoU": 0.5022671782350889, + "TN": 55312440, + "TP": 34560, + "n_pred": 48497, + "n_ref": 54871 + }, + "14": { + "Dice": 0.847683460230034, + "FN": 11462, + "FP": 18626, + "IoU": 0.735634203774646, + "TN": 55267436, + "TP": 83724, + "n_pred": 102350, + "n_ref": 95186 + }, + "15": { + "Dice": 0.7540981504631855, + "FN": 29045, + "FP": 9312, + "IoU": 0.605262887075362, + "TN": 55284077, + "TP": 58814, + "n_pred": 68126, + "n_ref": 87859 + }, + "2": { + "Dice": 0.7110636911915004, + "FN": 37087, + "FP": 91546, + "IoU": 0.5516670500568115, + "TN": 55094334, + "TP": 158281, + "n_pred": 249827, + "n_ref": 195368 + }, + "3": { + "Dice": 0.5693564732708386, + "FN": 102988, + "FP": 19394, + "IoU": 0.3979722849426661, + "TN": 55177965, + "TP": 80901, + "n_pred": 100295, + "n_ref": 183889 + }, + "4": { + "Dice": 0.5890117425216422, + "FN": 3973, + "FP": 822, + "IoU": 0.41744623982505163, + "TN": 55373017, + "TP": 3436, + "n_pred": 4258, + "n_ref": 7409 + }, + "5": { + "Dice": 0.49710068529256723, + "FN": 3754, + "FP": 62, + "IoU": 0.3307611364433532, + "TN": 55375546, + "TP": 1886, + "n_pred": 1948, + "n_ref": 5640 + }, + "6": { + "Dice": 0.8899687810220429, + "FN": 44220, + "FP": 315455, + "IoU": 0.8017511271813301, + "TN": 53566988, + "TP": 1454585, + "n_pred": 1770040, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.7983358010636291, + "FN": 50432, + "FP": 12629, + "IoU": 0.6643584803227558, + "TN": 55193366, + "TP": 124821, + "n_pred": 137450, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9104658197217181, + "FN": 3407, + "FP": 5177, + "IoU": 0.83564686285397, + "TN": 55329019, + "TP": 43645, + "n_pred": 48822, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8183061063598351, + "FN": 9916, + "FP": 8291, + "IoU": 0.6924856858141774, + "TN": 55322041, + "TP": 41000, + "n_pred": 49291, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9314127614286158, + "FN": 34067, + "FP": 3440, + "IoU": 0.8716300623932589, + "TN": 110854436, + "TP": 254672, + "n_pred": 258112, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8020246518911263, + "FN": 20557, + "FP": 9912, + "IoU": 0.669483435662682, + "TN": 111054429, + "TP": 61717, + "n_pred": 71629, + "n_ref": 82274 + }, + "11": { + "Dice": 0.0, + "FN": 3634, + "FP": 0, + "IoU": 0.0, + "TN": 111142981, + "TP": 0, + "n_pred": 0, + "n_ref": 3634 + }, + "12": { + "Dice": 0.0, + "FN": 3104, + "FP": 0, + "IoU": 0.0, + "TN": 111143511, + "TP": 0, + "n_pred": 0, + "n_ref": 3104 + }, + "13": { + "Dice": 0.5486906362197758, + "FN": 30348, + "FP": 22698, + "IoU": 0.3780659381888102, + "TN": 111061323, + "TP": 32246, + "n_pred": 54944, + "n_ref": 62594 + }, + "14": { + "Dice": 0.8864292110237787, + "FN": 5478, + "FP": 3654, + "IoU": 0.7960241232968506, + "TN": 111101845, + "TP": 35638, + "n_pred": 39292, + "n_ref": 41116 + }, + "15": { + "Dice": 0.7770277896923042, + "FN": 8154, + "FP": 1723, + "IoU": 0.6353601358585299, + "TN": 111119528, + "TP": 17210, + "n_pred": 18933, + "n_ref": 25364 + }, + "2": { + "Dice": 0.6827226239291898, + "FN": 20442, + "FP": 105447, + "IoU": 0.5182831166247025, + "TN": 110885281, + "TP": 135445, + "n_pred": 240892, + "n_ref": 155887 + }, + "3": { + "Dice": 0.5286297782795534, + "FN": 155129, + "FP": 4361, + "IoU": 0.35927720330063234, + "TN": 110897693, + "TP": 89432, + "n_pred": 93793, + "n_ref": 244561 + }, + "4": { + "Dice": 0.8002608644097943, + "FN": 5340, + "FP": 1398, + "IoU": 0.6670290571259142, + "TN": 111126379, + "TP": 13498, + "n_pred": 14896, + "n_ref": 18838 + }, + "5": { + "Dice": 0.0, + "FN": 4767, + "FP": 0, + "IoU": 0.0, + "TN": 111141848, + "TP": 0, + "n_pred": 0, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9668278238153909, + "FN": 24593, + "FP": 83801, + "IoU": 0.9357857732733178, + "TN": 109458609, + "TP": 1579612, + "n_pred": 1663413, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.34357269038643856, + "FN": 295167, + "FP": 24028, + "IoU": 0.20741790985479033, + "TN": 110743887, + "TP": 83533, + "n_pred": 107561, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9132093046674387, + "FN": 8000, + "FP": 5790, + "IoU": 0.8402807537729183, + "TN": 111060276, + "TP": 72549, + "n_pred": 78339, + "n_ref": 80549 + }, + "9": { + "Dice": 0.8485313246228814, + "FN": 12147, + "FP": 3457, + "IoU": 0.736912208527929, + "TN": 111087304, + "TP": 43707, + "n_pred": 47164, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9337409623715897, + "FN": 8859, + "FP": 18579, + "IoU": 0.8757168093490963, + "TN": 96900255, + "TP": 193332, + "n_pred": 211911, + "n_ref": 202191 + }, + "10": { + "Dice": 0.7225540137010363, + "FN": 25039, + "FP": 12869, + "IoU": 0.5656239257476796, + "TN": 97033755, + "TP": 49362, + "n_pred": 62231, + "n_ref": 74401 + }, + "11": { + "Dice": 0.0, + "FN": 3912, + "FP": 0, + "IoU": 0.0, + "TN": 97117113, + "TP": 0, + "n_pred": 0, + "n_ref": 3912 + }, + "12": { + "Dice": 0.0, + "FN": 5283, + "FP": 0, + "IoU": 0.0, + "TN": 97115742, + "TP": 0, + "n_pred": 0, + "n_ref": 5283 + }, + "13": { + "Dice": 0.752115856753649, + "FN": 15069, + "FP": 8860, + "IoU": 0.602712888711793, + "TN": 97060794, + "TP": 36302, + "n_pred": 45162, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9078727097694594, + "FN": 15895, + "FP": 7934, + "IoU": 0.8312883652763716, + "TN": 96979784, + "TP": 117412, + "n_pred": 125346, + "n_ref": 133307 + }, + "15": { + "Dice": 0.7525431538652394, + "FN": 26036, + "FP": 1890, + "IoU": 0.6032618733040674, + "TN": 97050636, + "TP": 42463, + "n_pred": 44353, + "n_ref": 68499 + }, + "2": { + "Dice": 0.7181713132258725, + "FN": 69197, + "FP": 7873, + "IoU": 0.5602709009682371, + "TN": 96945758, + "TP": 98197, + "n_pred": 106070, + "n_ref": 167394 + }, + "3": { + "Dice": 0.8348430727777137, + "FN": 31465, + "FP": 43069, + "IoU": 0.716506981396888, + "TN": 96858112, + "TP": 188379, + "n_pred": 231448, + "n_ref": 219844 + }, + "4": { + "Dice": 0.7691380665444066, + "FN": 2554, + "FP": 6258, + "IoU": 0.6248776127027372, + "TN": 97097534, + "TP": 14679, + "n_pred": 20937, + "n_ref": 17233 + }, + "5": { + "Dice": 0.0, + "FN": 12458, + "FP": 0, + "IoU": 0.0, + "TN": 97108567, + "TP": 0, + "n_pred": 0, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9261641334882418, + "FN": 35978, + "FP": 211431, + "IoU": 0.8624820257650618, + "TN": 95321922, + "TP": 1551694, + "n_pred": 1763125, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.7656469246825375, + "FN": 118599, + "FP": 8834, + "IoU": 0.6202819436291527, + "TN": 96785426, + "TP": 208166, + "n_pred": 217000, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9169486953733721, + "FN": 10021, + "FP": 6298, + "IoU": 0.8466345882750973, + "TN": 97014619, + "TP": 90087, + "n_pred": 96385, + "n_ref": 100108 + }, + "9": { + "Dice": 0.8572675150328626, + "FN": 18816, + "FP": 6701, + "IoU": 0.7501909032169639, + "TN": 97018879, + "TP": 76629, + "n_pred": 83330, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9473498400788277, + "FN": 17347, + "FP": 2637, + "IoU": 0.8999664619342954, + "TN": 78856632, + "TP": 179789, + "n_pred": 182426, + "n_ref": 197136 + }, + "10": { + "Dice": 0.5402051443900899, + "FN": 50221, + "FP": 22622, + "IoU": 0.37005552000276737, + "TN": 78940771, + "TP": 42791, + "n_pred": 65413, + "n_ref": 93012 + }, + "11": { + "Dice": 0.0, + "FN": 3009, + "FP": 0, + "IoU": 0.0, + "TN": 79053396, + "TP": 0, + "n_pred": 0, + "n_ref": 3009 + }, + "12": { + "Dice": 0.0, + "FN": 3004, + "FP": 0, + "IoU": 0.0, + "TN": 79053401, + "TP": 0, + "n_pred": 0, + "n_ref": 3004 + }, + "13": { + "Dice": 0.5637110278287218, + "FN": 37197, + "FP": 6575, + "IoU": 0.39247744621790426, + "TN": 78984355, + "TP": 28278, + "n_pred": 34853, + "n_ref": 65475 + }, + "14": { + "Dice": 0.6113357000677186, + "FN": 8087, + "FP": 29793, + "IoU": 0.44023289148970757, + "TN": 78988734, + "TP": 29791, + "n_pred": 59584, + "n_ref": 37878 + }, + "15": { + "Dice": 0.5971286175454494, + "FN": 17445, + "FP": 11009, + "IoU": 0.42564744353162026, + "TN": 79006864, + "TP": 21087, + "n_pred": 32096, + "n_ref": 38532 + }, + "2": { + "Dice": 0.753368835012146, + "FN": 17537, + "FP": 44801, + "IoU": 0.604323761647244, + "TN": 78898857, + "TP": 95210, + "n_pred": 140011, + "n_ref": 112747 + }, + "3": { + "Dice": 0.6923856192672115, + "FN": 45857, + "FP": 21250, + "IoU": 0.5295029096263059, + "TN": 78913775, + "TP": 75523, + "n_pred": 96773, + "n_ref": 121380 + }, + "4": { + "Dice": 0.572673085740486, + "FN": 3486, + "FP": 3970, + "IoU": 0.4012206874397687, + "TN": 79043953, + "TP": 4996, + "n_pred": 8966, + "n_ref": 8482 + }, + "5": { + "Dice": 0.4390121599598847, + "FN": 3207, + "FP": 1268, + "IoU": 0.2812399614519756, + "TN": 79050179, + "TP": 1751, + "n_pred": 3019, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9581519308045363, + "FN": 44173, + "FP": 67155, + "IoU": 0.9196656970765813, + "TN": 77670596, + "TP": 1274481, + "n_pred": 1341636, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.6802125178178049, + "FN": 224629, + "FP": 9812, + "IoU": 0.5153954913203991, + "TN": 78572627, + "TP": 249337, + "n_pred": 259149, + "n_ref": 473966 + }, + "8": { + "Dice": 0.894016802024939, + "FN": 2741, + "FP": 4084, + "IoU": 0.8083457358681306, + "TN": 79020794, + "TP": 28786, + "n_pred": 32870, + "n_ref": 31527 + }, + "9": { + "Dice": 0.8359942827600888, + "FN": 16311, + "FP": 5261, + "IoU": 0.7182046190824538, + "TN": 78979853, + "TP": 54980, + "n_pred": 60241, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9333408310840081, + "FN": 9352, + "FP": 22654, + "IoU": 0.8750131797325003, + "TN": 122455865, + "TP": 224069, + "n_pred": 246723, + "n_ref": 233421 + }, + "10": { + "Dice": 0.733226559635683, + "FN": 34400, + "FP": 20900, + "IoU": 0.5788142822325127, + "TN": 122580644, + "TP": 75996, + "n_pred": 96896, + "n_ref": 110396 + }, + "11": { + "Dice": 0.0, + "FN": 4182, + "FP": 0, + "IoU": 0.0, + "TN": 122707758, + "TP": 0, + "n_pred": 0, + "n_ref": 4182 + }, + "12": { + "Dice": 0.0, + "FN": 6290, + "FP": 0, + "IoU": 0.0, + "TN": 122705650, + "TP": 0, + "n_pred": 0, + "n_ref": 6290 + }, + "13": { + "Dice": 0.3151436009475737, + "FN": 34976, + "FP": 46839, + "IoU": 0.18704478383131787, + "TN": 122611301, + "TP": 18824, + "n_pred": 65663, + "n_ref": 53800 + }, + "14": { + "Dice": 0.7539437585733882, + "FN": 15358, + "FP": 44912, + "IoU": 0.6050639878904638, + "TN": 122559333, + "TP": 92337, + "n_pred": 137249, + "n_ref": 107695 + }, + "15": { + "Dice": 0.8445944455473937, + "FN": 12801, + "FP": 1289, + "IoU": 0.7309939287487113, + "TN": 122659562, + "TP": 38288, + "n_pred": 39577, + "n_ref": 51089 + }, + "2": { + "Dice": 0.6939701779444941, + "FN": 58962, + "FP": 9813, + "IoU": 0.5313586001063003, + "TN": 122565186, + "TP": 77979, + "n_pred": 87792, + "n_ref": 136941 + }, + "3": { + "Dice": 0.7537788047140908, + "FN": 12780, + "FP": 74174, + "IoU": 0.6048515364410554, + "TN": 122491886, + "TP": 133100, + "n_pred": 207274, + "n_ref": 145880 + }, + "4": { + "Dice": 0.7182605267547119, + "FN": 18105, + "FP": 19057, + "IoU": 0.560379501253963, + "TN": 122627408, + "TP": 47370, + "n_pred": 66427, + "n_ref": 65475 + }, + "5": { + "Dice": 0.0, + "FN": 17209, + "FP": 31, + "IoU": 0.0, + "TN": 122694700, + "TP": 0, + "n_pred": 31, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9200695076504695, + "FN": 40842, + "FP": 249314, + "IoU": 0.8519710427369613, + "TN": 120751810, + "TP": 1669974, + "n_pred": 1919288, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.5730757116717161, + "FN": 260550, + "FP": 194886, + "IoU": 0.40161606075337336, + "TN": 121950830, + "TP": 305674, + "n_pred": 500560, + "n_ref": 566224 + }, + "8": { + "Dice": 0.8955950460914727, + "FN": 15396, + "FP": 12828, + "IoU": 0.8109299427913021, + "TN": 122562662, + "TP": 121054, + "n_pred": 133882, + "n_ref": 136450 + }, + "9": { + "Dice": 0.6811103588354773, + "FN": 19919, + "FP": 31420, + "IoU": 0.5164271047227926, + "TN": 122605774, + "TP": 54827, + "n_pred": 86247, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/loop_003/summary_cross_val.json b/nnActive_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/loop_003/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..2afcc7ffe26deffa828d6318155ee9696d50cf10 --- /dev/null +++ b/nnActive_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/loop_003/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.2875756279706435, + "FN": 1537.3355555555556, + "FP": 1165.1888888888889, + "IoU": 0.23833662005679063, + "TN": 945761.9133333334, + "TP": 3629.428888888889, + "n_pred": 4794.617777777777, + "n_ref": 5166.764444444444 + }, + "mean": { + "1": { + "Dice": 0.5266132729021313, + "FN": 3966.733333333333, + "FP": 592.8666666666667, + "IoU": 0.4607618131733087, + "TN": 942458.2333333333, + "TP": 5076.033333333334, + "n_pred": 5668.9, + "n_ref": 9042.766666666666 + }, + "10": { + "Dice": 0.44505547178650917, + "FN": 1184.5666666666666, + "FP": 1355.2666666666667, + "IoU": 0.33290517333333286, + "TN": 947245.3666666667, + "TP": 2308.6666666666665, + "n_pred": 3663.9333333333334, + "n_ref": 3493.233333333333 + }, + "11": { + "Dice": 0.0, + "FN": 195.5, + "FP": 0.0, + "IoU": 0.0, + "TN": 951898.3666666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 195.5 + }, + "12": { + "Dice": 0.0, + "FN": 382.3333333333333, + "FP": 0.0, + "IoU": 0.0, + "TN": 951711.5333333333, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 382.3333333333333 + }, + "13": { + "Dice": 0.08706380554169749, + "FN": 1836.9333333333334, + "FP": 1083.3666666666666, + "IoU": 0.059711971535652955, + "TN": 948590.0333333333, + "TP": 583.5333333333333, + "n_pred": 1666.9, + "n_ref": 2420.4666666666667 + }, + "14": { + "Dice": 0.33919327812295097, + "FN": 685.6666666666666, + "FP": 1278.1333333333334, + "IoU": 0.27672051120628943, + "TN": 948290.0666666667, + "TP": 1840.0, + "n_pred": 3118.133333333333, + "n_ref": 2525.6666666666665 + }, + "15": { + "Dice": 0.1785612789068564, + "FN": 1039.3, + "FP": 416.23333333333335, + "IoU": 0.11215017532812646, + "TN": 950116.0, + "TP": 522.3333333333334, + "n_pred": 938.5666666666667, + "n_ref": 1561.6333333333334 + }, + "2": { + "Dice": 0.2637107452983133, + "FN": 1089.8, + "FP": 1435.8333333333333, + "IoU": 0.21728867967515486, + "TN": 948208.3333333334, + "TP": 1359.9, + "n_pred": 2795.733333333333, + "n_ref": 2449.7 + }, + "3": { + "Dice": 0.3779512973166443, + "FN": 1964.7, + "FP": 1252.7, + "IoU": 0.3218669594342334, + "TN": 943619.3, + "TP": 5257.166666666667, + "n_pred": 6509.866666666667, + "n_ref": 7221.866666666667 + }, + "4": { + "Dice": 0.11977809789438196, + "FN": 315.3666666666667, + "FP": 441.23333333333335, + "IoU": 0.10311889809488628, + "TN": 950685.9333333333, + "TP": 651.3333333333334, + "n_pred": 1092.5666666666666, + "n_ref": 966.7 + }, + "5": { + "Dice": 0.0, + "FN": 882.5, + "FP": 0.0, + "IoU": 0.0, + "TN": 951211.3666666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 882.5 + }, + "6": { + "Dice": 0.6206724332844084, + "FN": 1949.8666666666666, + "FP": 7640.2, + "IoU": 0.5383757294981827, + "TN": 914996.3333333334, + "TP": 27507.466666666667, + "n_pred": 35147.666666666664, + "n_ref": 29457.333333333332 + }, + "7": { + "Dice": 0.2445716221210087, + "FN": 4425.066666666667, + "FP": 901.3, + "IoU": 0.19088032629182364, + "TN": 944667.7, + "TP": 2099.8, + "n_pred": 3001.1, + "n_ref": 6524.866666666667 + }, + "8": { + "Dice": 0.6948349581575789, + "FN": 610.7333333333333, + "FP": 442.1666666666667, + "IoU": 0.6238964717629962, + "TN": 945848.8, + "TP": 5192.166666666667, + "n_pred": 5634.333333333333, + "n_ref": 5802.9 + }, + "9": { + "Dice": 0.415628158227172, + "FN": 2530.9666666666667, + "FP": 638.5333333333333, + "IoU": 0.33737259151787174, + "TN": 946881.3333333334, + "TP": 2043.0333333333333, + "n_pred": 2681.5666666666666, + "n_ref": 4574.0 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 246, + "IoU": 0.0, + "TN": 700682, + "TP": 0, + "n_pred": 246, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1596, + "IoU": 0.0, + "TN": 699332, + "TP": 0, + "n_pred": 1596, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6206896551724138, + "FN": 66, + "FP": 0, + "IoU": 0.45, + "TN": 700808, + "TP": 54, + "n_pred": 54, + "n_ref": 120 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 274, + "IoU": 0.0, + "TN": 700654, + "TP": 0, + "n_pred": 274, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1959, + "IoU": 0.0, + "TN": 698969, + "TP": 0, + "n_pred": 1959, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8903724287505507, + "FN": 2827, + "FP": 408, + "IoU": 0.802406547764476, + "TN": 684556, + "TP": 13137, + "n_pred": 13545, + "n_ref": 15964 + }, + "9": { + "Dice": 0.1845843973671906, + "FN": 13668, + "FP": 9003, + "IoU": 0.10167611047271863, + "TN": 675691, + "TP": 2566, + "n_pred": 11569, + "n_ref": 16234 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.912666907253699, + "FN": 1315, + "FP": 137, + "IoU": 0.839362761367408, + "TN": 867121, + "TP": 7587, + "n_pred": 7724, + "n_ref": 8902 + }, + "10": { + "Dice": 0.6500083663338725, + "FN": 9768, + "FP": 2782, + "IoU": 0.4814906627003801, + "TN": 851956, + "TP": 11654, + "n_pred": 14436, + "n_ref": 21422 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 267, + "FP": 0, + "IoU": 0.0, + "TN": 875893, + "TP": 0, + "n_pred": 0, + "n_ref": 267 + }, + "13": { + "Dice": 0.0012972271769093563, + "FN": 4513, + "FP": 1646, + "IoU": 0.0006490345610903781, + "TN": 869997, + "TP": 4, + "n_pred": 1650, + "n_ref": 4517 + }, + "14": { + "Dice": 0.0, + "FN": 2170, + "FP": 618, + "IoU": 0.0, + "TN": 873372, + "TP": 0, + "n_pred": 618, + "n_ref": 2170 + }, + "15": { + "Dice": 0.15870537298601747, + "FN": 11853, + "FP": 0, + "IoU": 0.08619227507516768, + "TN": 863189, + "TP": 1118, + "n_pred": 1118, + "n_ref": 12971 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 16305, + "IoU": 0.0, + "TN": 859855, + "TP": 0, + "n_pred": 16305, + "n_ref": 0 + }, + "3": { + "Dice": 0.6566262042710925, + "FN": 20002, + "FP": 563, + "IoU": 0.4887889032514666, + "TN": 835932, + "TP": 19663, + "n_pred": 20226, + "n_ref": 39665 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7463836592280294, + "FN": 3451, + "FP": 38, + "IoU": 0.5953844369708918, + "TN": 867537, + "TP": 5134, + "n_pred": 5172, + "n_ref": 8585 + }, + "7": { + "Dice": 0.21080615030895244, + "FN": 9819, + "FP": 1165, + "IoU": 0.11782186169785559, + "TN": 863709, + "TP": 1467, + "n_pred": 2632, + "n_ref": 11286 + }, + "8": { + "Dice": 0.95787390443879, + "FN": 174, + "FP": 422, + "IoU": 0.919153553988063, + "TN": 868788, + "TP": 6776, + "n_pred": 7198, + "n_ref": 6950 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 639, + "FP": 0, + "IoU": 0.0, + "TN": 875521, + "TP": 0, + "n_pred": 0, + "n_ref": 639 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7128720828603289, + "FN": 27475, + "FP": 1106, + "IoU": 0.5538471144690217, + "TN": 812099, + "TP": 35480, + "n_pred": 36586, + "n_ref": 62955 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 23375, + "IoU": 0.0, + "TN": 852785, + "TP": 0, + "n_pred": 23375, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6781115879828327, + "FN": 74, + "FP": 1, + "IoU": 0.512987012987013, + "TN": 876006, + "TP": 79, + "n_pred": 80, + "n_ref": 153 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 1.0, + "FN": 0, + "FP": 0, + "IoU": 1.0, + "TN": 876159, + "TP": 1, + "n_pred": 1, + "n_ref": 1 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8814403643609451, + "FN": 1499, + "FP": 167, + "IoU": 0.7880137422063875, + "TN": 868301, + "TP": 6193, + "n_pred": 6360, + "n_ref": 7692 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.15162454873646208, + "FN": 235, + "FP": 0, + "IoU": 0.08203125, + "TN": 1051136, + "TP": 21, + "n_pred": 21, + "n_ref": 256 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.03584794169785306, + "FN": 4326, + "FP": 569, + "IoU": 0.018251103088648215, + "TN": 1046406, + "TP": 91, + "n_pred": 660, + "n_ref": 4417 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8384466852606737, + "FN": 1311, + "FP": 6219, + "IoU": 0.721832286664204, + "TN": 1024322, + "TP": 19540, + "n_pred": 25759, + "n_ref": 20851 + }, + "5": { + "Dice": 0.0, + "FN": 5434, + "FP": 0, + "IoU": 0.0, + "TN": 1045958, + "TP": 0, + "n_pred": 0, + "n_ref": 5434 + }, + "6": { + "Dice": 0.9577531996114453, + "FN": 3564, + "FP": 1394, + "IoU": 0.9189312927172243, + "TN": 990234, + "TP": 56200, + "n_pred": 57594, + "n_ref": 59764 + }, + "7": { + "Dice": 0.2068837897853442, + "FN": 12828, + "FP": 30, + "IoU": 0.1153766769865841, + "TN": 1036857, + "TP": 1677, + "n_pred": 1707, + "n_ref": 14505 + }, + "8": { + "Dice": 0.905454763187833, + "FN": 5442, + "FP": 874, + "IoU": 0.8272428884026258, + "TN": 1014832, + "TP": 30244, + "n_pred": 31118, + "n_ref": 35686 + }, + "9": { + "Dice": 0.0, + "FN": 385, + "FP": 0, + "IoU": 0.0, + "TN": 1051007, + "TP": 0, + "n_pred": 0, + "n_ref": 385 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 1051384, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 239, + "IoU": 0.0, + "TN": 1051153, + "TP": 0, + "n_pred": 239, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 101, + "IoU": 0.0, + "TN": 1051291, + "TP": 0, + "n_pred": 101, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 124, + "IoU": 0.0, + "TN": 1051268, + "TP": 0, + "n_pred": 124, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 207, + "FP": 0, + "IoU": 0.0, + "TN": 1051185, + "TP": 0, + "n_pred": 0, + "n_ref": 207 + }, + "6": { + "Dice": 0.9126923997128957, + "FN": 2068, + "FP": 15448, + "IoU": 0.8394058861281746, + "TN": 942322, + "TP": 91554, + "n_pred": 107002, + "n_ref": 93622 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.7737131757850437, + "FN": 699, + "FP": 0, + "IoU": 0.6309398099260823, + "TN": 1049498, + "TP": 1195, + "n_pred": 1195, + "n_ref": 1894 + }, + "9": { + "Dice": 0.48337003460405525, + "FN": 18062, + "FP": 3, + "IoU": 0.31871322974807664, + "TN": 1024876, + "TP": 8451, + "n_pred": 8454, + "n_ref": 26513 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 876153, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.97973038880977, + "FN": 1872, + "FP": 206, + "IoU": 0.960266166966232, + "TN": 823862, + "TP": 50220, + "n_pred": 50426, + "n_ref": 52092 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7682849268602926, + "FN": 2310, + "FP": 9713, + "IoU": 0.6237521514629948, + "TN": 1194669, + "TP": 19932, + "n_pred": 29645, + "n_ref": 22242 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6736865390996571, + "FN": 14098, + "FP": 653, + "IoU": 0.5079391553806124, + "TN": 1196646, + "TP": 15227, + "n_pred": 15880, + "n_ref": 29325 + }, + "14": { + "Dice": 0.5375485049075553, + "FN": 11695, + "FP": 461, + "IoU": 0.367566723895739, + "TN": 1207403, + "TP": 7065, + "n_pred": 7526, + "n_ref": 18760 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 159, + "IoU": 0.0, + "TN": 1226465, + "TP": 0, + "n_pred": 159, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 1226618, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 87, + "IoU": 0.0, + "TN": 1226537, + "TP": 0, + "n_pred": 87, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.09513685888918416, + "FN": 44, + "FP": 3361, + "IoU": 0.04994419642857143, + "TN": 1223040, + "TP": 179, + "n_pred": 3540, + "n_ref": 223 + }, + "9": { + "Dice": 0.33662986077772444, + "FN": 5888, + "FP": 1021, + "IoU": 0.2023782036481182, + "TN": 1217962, + "TP": 1753, + "n_pred": 2774, + "n_ref": 7641 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.002439441924163314, + "FN": 93176, + "FP": 60, + "IoU": 0.0012212104981253347, + "TN": 958042, + "TP": 114, + "n_pred": 174, + "n_ref": 93290 + }, + "10": { + "Dice": 0.4225019122453237, + "FN": 4109, + "FP": 4196, + "IoU": 0.26783037997002557, + "TN": 1040049, + "TP": 3038, + "n_pred": 7234, + "n_ref": 7147 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3553, + "FP": 0, + "IoU": 0.0, + "TN": 1047839, + "TP": 0, + "n_pred": 0, + "n_ref": 3553 + }, + "13": { + "Dice": 0.03834040805148569, + "FN": 3, + "FP": 14043, + "IoU": 0.01954488342873098, + "TN": 1037066, + "TP": 280, + "n_pred": 14323, + "n_ref": 283 + }, + "14": { + "Dice": 0.8573033076879879, + "FN": 2436, + "FP": 105, + "IoU": 0.750245724395518, + "TN": 1041218, + "TP": 7633, + "n_pred": 7738, + "n_ref": 10069 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 11677, + "IoU": 0.0, + "TN": 1039715, + "TP": 0, + "n_pred": 11677, + "n_ref": 0 + }, + "3": { + "Dice": 0.4667478889215645, + "FN": 12033, + "FP": 660, + "IoU": 0.30441692240245505, + "TN": 1033144, + "TP": 5555, + "n_pred": 6215, + "n_ref": 17588 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2690, + "IoU": 0.0, + "TN": 1048702, + "TP": 0, + "n_pred": 2690, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7459599020418463, + "FN": 350, + "FP": 112409, + "IoU": 0.5948453348951352, + "TN": 773081, + "TP": 165552, + "n_pred": 277961, + "n_ref": 165902 + }, + "7": { + "Dice": 0.028173873045078197, + "FN": 16305, + "FP": 597, + "IoU": 0.014288213681693591, + "TN": 1034245, + "TP": 245, + "n_pred": 842, + "n_ref": 16550 + }, + "8": { + "Dice": 0.8040747453284169, + "FN": 1246, + "FP": 1889, + "IoU": 0.6723453177257525, + "TN": 1041824, + "TP": 6433, + "n_pred": 8322, + "n_ref": 7679 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1070, + "IoU": 0.0, + "TN": 1050322, + "TP": 0, + "n_pred": 1070, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 700922, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.06727145847871598, + "FN": 29, + "FP": 6654, + "IoU": 0.034806470248411325, + "TN": 694004, + "TP": 241, + "n_pred": 6895, + "n_ref": 270 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3992467043314501, + "FN": 319, + "FP": 0, + "IoU": 0.24941176470588236, + "TN": 875735, + "TP": 106, + "n_pred": 106, + "n_ref": 425 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 366, + "FP": 0, + "IoU": 0.0, + "TN": 875794, + "TP": 0, + "n_pred": 0, + "n_ref": 366 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1608, + "IoU": 0.0, + "TN": 874552, + "TP": 0, + "n_pred": 1608, + "n_ref": 0 + }, + "3": { + "Dice": 0.9116182492838328, + "FN": 3793, + "FP": 804, + "IoU": 0.8375905317081788, + "TN": 847855, + "TP": 23708, + "n_pred": 24512, + "n_ref": 27501 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 204, + "IoU": 0.0, + "TN": 875956, + "TP": 0, + "n_pred": 204, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 876151, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6109373162413266, + "FN": 16258, + "FP": 283, + "IoU": 0.4398198320238418, + "TN": 1197096, + "TP": 12987, + "n_pred": 13270, + "n_ref": 29245 + }, + "10": { + "Dice": 0.6939153711520643, + "FN": 1157, + "FP": 1816, + "IoU": 0.5312943402175627, + "TN": 1220281, + "TP": 3370, + "n_pred": 5186, + "n_ref": 4527 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3776, + "FP": 0, + "IoU": 0.0, + "TN": 1222848, + "TP": 0, + "n_pred": 0, + "n_ref": 3776 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 559, + "IoU": 0.0, + "TN": 1226065, + "TP": 0, + "n_pred": 559, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2041, + "IoU": 0.0, + "TN": 1224583, + "TP": 0, + "n_pred": 2041, + "n_ref": 0 + }, + "3": { + "Dice": 0.8932512188863229, + "FN": 2918, + "FP": 410, + "IoU": 0.8070948295849757, + "TN": 1209372, + "TP": 13924, + "n_pred": 14334, + "n_ref": 16842 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 4329, + "FP": 0, + "IoU": 0.0, + "TN": 1222295, + "TP": 0, + "n_pred": 0, + "n_ref": 4329 + }, + "6": { + "Dice": 0.5731951104945217, + "FN": 9419, + "FP": 29652, + "IoU": 0.40173335170808644, + "TN": 1161317, + "TP": 26236, + "n_pred": 55888, + "n_ref": 35655 + }, + "7": { + "Dice": 0.0, + "FN": 559, + "FP": 3296, + "IoU": 0.0, + "TN": 1222769, + "TP": 0, + "n_pred": 3296, + "n_ref": 559 + }, + "8": { + "Dice": 0.9506211945236336, + "FN": 521, + "FP": 2285, + "IoU": 0.9058894553259995, + "TN": 1196808, + "TP": 27010, + "n_pred": 29295, + "n_ref": 27531 + }, + "9": { + "Dice": 0.6992254438275413, + "FN": 5420, + "FP": 3356, + "IoU": 0.5375454497549665, + "TN": 1207647, + "TP": 10201, + "n_pred": 13557, + "n_ref": 15621 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.786343139360103, + "FN": 503, + "FP": 492, + "IoU": 0.6479122434536447, + "TN": 873334, + "TP": 1831, + "n_pred": 2323, + "n_ref": 2334 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 876143, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7670886075949367, + "FN": 22, + "FP": 162, + "IoU": 0.62217659137577, + "TN": 875673, + "TP": 303, + "n_pred": 465, + "n_ref": 325 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 36, + "IoU": 0.0, + "TN": 876124, + "TP": 0, + "n_pred": 36, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8631449917047964, + "FN": 11796, + "FP": 1155, + "IoU": 0.7592392920880429, + "TN": 822368, + "TP": 40841, + "n_pred": 41996, + "n_ref": 52637 + }, + "7": { + "Dice": 0.5937242423661562, + "FN": 27657, + "FP": 14733, + "IoU": 0.4221961725096778, + "TN": 802796, + "TP": 30974, + "n_pred": 45707, + "n_ref": 58631 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9749240923318602, + "FN": 1184, + "FP": 955, + "IoU": 0.9510750228728271, + "TN": 1007672, + "TP": 41581, + "n_pred": 42536, + "n_ref": 42765 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 420, + "IoU": 0.0, + "TN": 1050972, + "TP": 0, + "n_pred": 420, + "n_ref": 0 + }, + "15": { + "Dice": 0.1843687374749499, + "FN": 814, + "FP": 0, + "IoU": 0.10154525386313466, + "TN": 1050486, + "TP": 92, + "n_pred": 92, + "n_ref": 906 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 16, + "FP": 0, + "IoU": 0.0, + "TN": 1051376, + "TP": 0, + "n_pred": 0, + "n_ref": 16 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9455045143916407, + "FN": 4727, + "FP": 1182, + "IoU": 0.89664159524226, + "TN": 994222, + "TP": 51261, + "n_pred": 52443, + "n_ref": 55988 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 152, + "IoU": 0.0, + "TN": 700776, + "TP": 0, + "n_pred": 152, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 592, + "IoU": 0.0, + "TN": 700336, + "TP": 0, + "n_pred": 592, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8206142761189473, + "FN": 66, + "FP": 14623, + "IoU": 0.6957980408805683, + "TN": 1003105, + "TP": 33598, + "n_pred": 48221, + "n_ref": 33664 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 213, + "IoU": 0.0, + "TN": 1051179, + "TP": 0, + "n_pred": 213, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.752002401005421, + "FN": 12939, + "FP": 282, + "IoU": 0.6025671857151446, + "TN": 1018126, + "TP": 20045, + "n_pred": 20327, + "n_ref": 32984 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 413, + "IoU": 0.0, + "TN": 1050979, + "TP": 0, + "n_pred": 413, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 1051376, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.5535603287519857, + "FN": 2479, + "FP": 23377, + "IoU": 0.38270543857136036, + "TN": 1009506, + "TP": 16030, + "n_pred": 39407, + "n_ref": 18509 + }, + "15": { + "Dice": 0.5538438071995119, + "FN": 10771, + "FP": 6779, + "IoU": 0.38297647927433814, + "TN": 1022949, + "TP": 10893, + "n_pred": 17672, + "n_ref": 21664 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 26, + "FP": 0, + "IoU": 0.0, + "TN": 1051366, + "TP": 0, + "n_pred": 0, + "n_ref": 26 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 131, + "IoU": 0.0, + "TN": 876029, + "TP": 0, + "n_pred": 131, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 6394, + "IoU": 0.0, + "TN": 869766, + "TP": 0, + "n_pred": 6394, + "n_ref": 0 + }, + "3": { + "Dice": 0.8064596372175401, + "FN": 10853, + "FP": 8598, + "IoU": 0.6756869414432439, + "TN": 816184, + "TP": 40525, + "n_pred": 49123, + "n_ref": 51378 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0353125, + "FN": 134, + "FP": 6040, + "IoU": 0.017973596309845713, + "TN": 869873, + "TP": 113, + "n_pred": 6153, + "n_ref": 247 + }, + "7": { + "Dice": 0.0, + "FN": 27060, + "FP": 0, + "IoU": 0.0, + "TN": 849100, + "TP": 0, + "n_pred": 0, + "n_ref": 27060 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6893679568838804, + "FN": 2504, + "FP": 32, + "IoU": 0.5259813084112149, + "TN": 695578, + "TP": 2814, + "n_pred": 2846, + "n_ref": 5318 + }, + "10": { + "Dice": 0.639624701743034, + "FN": 6555, + "FP": 2356, + "IoU": 0.4701825316606219, + "TN": 684109, + "TP": 7908, + "n_pred": 10264, + "n_ref": 14463 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3502, + "FP": 0, + "IoU": 0.0, + "TN": 697426, + "TP": 0, + "n_pred": 0, + "n_ref": 3502 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 9848, + "IoU": 0.0, + "TN": 691080, + "TP": 0, + "n_pred": 9848, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2274, + "IoU": 0.0, + "TN": 698654, + "TP": 0, + "n_pred": 2274, + "n_ref": 0 + }, + "3": { + "Dice": 0.9026794742163802, + "FN": 2839, + "FP": 1781, + "IoU": 0.8226215157797743, + "TN": 674882, + "TP": 21426, + "n_pred": 23207, + "n_ref": 24265 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7558178752107926, + "FN": 390, + "FP": 1058, + "IoU": 0.6074817023583627, + "TN": 697239, + "TP": 2241, + "n_pred": 3299, + "n_ref": 2631 + }, + "7": { + "Dice": 0.897548442350926, + "FN": 1370, + "FP": 544, + "IoU": 0.8141386677024665, + "TN": 690630, + "TP": 8384, + "n_pred": 8928, + "n_ref": 9754 + }, + "8": { + "Dice": 0.9518861681005957, + "FN": 432, + "FP": 1022, + "IoU": 0.9081896823893414, + "TN": 685091, + "TP": 14383, + "n_pred": 15405, + "n_ref": 14815 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6656574830961752, + "FN": 67, + "FP": 6559, + "IoU": 0.49886552715171684, + "TN": 1038170, + "TP": 6596, + "n_pred": 13155, + "n_ref": 6663 + }, + "11": { + "Dice": 0.0, + "FN": 3070, + "FP": 0, + "IoU": 0.0, + "TN": 1048322, + "TP": 0, + "n_pred": 0, + "n_ref": 3070 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.07664140338925317, + "FN": 21589, + "FP": 97, + "IoU": 0.039847693261312316, + "TN": 1028806, + "TP": 900, + "n_pred": 997, + "n_ref": 22489 + }, + "14": { + "Dice": 0.8292682926829268, + "FN": 18, + "FP": 17, + "IoU": 0.7083333333333334, + "TN": 1051272, + "TP": 85, + "n_pred": 102, + "n_ref": 103 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 4118, + "FP": 35, + "IoU": 0.0, + "TN": 1047239, + "TP": 0, + "n_pred": 35, + "n_ref": 4118 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 1051383, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 8066, + "FP": 4052, + "IoU": 0.0, + "TN": 1039274, + "TP": 0, + "n_pred": 4052, + "n_ref": 8066 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9808618103379558, + "FN": 2452, + "FP": 5471, + "IoU": 0.9624424050512903, + "TN": 840436, + "TP": 203033, + "n_pred": 208504, + "n_ref": 205485 + }, + "7": { + "Dice": 0.23664464105722927, + "FN": 27126, + "FP": 138, + "IoU": 0.13420133375674817, + "TN": 1019902, + "TP": 4226, + "n_pred": 4364, + "n_ref": 31352 + }, + "8": { + "Dice": 0.9615412506949649, + "FN": 1060, + "FP": 531, + "IoU": 0.9259310986964618, + "TN": 1029912, + "TP": 19889, + "n_pred": 20420, + "n_ref": 20949 + }, + "9": { + "Dice": 0.9238269016040742, + "FN": 1027, + "FP": 1770, + "IoU": 0.8584370887741675, + "TN": 1031634, + "TP": 16961, + "n_pred": 18731, + "n_ref": 17988 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 1401848, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 322, + "IoU": 0.0, + "TN": 1401534, + "TP": 0, + "n_pred": 322, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 114, + "IoU": 0.0, + "TN": 1401742, + "TP": 0, + "n_pred": 114, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 943, + "IoU": 0.0, + "TN": 1400913, + "TP": 0, + "n_pred": 943, + "n_ref": 0 + }, + "3": { + "Dice": 0.449438202247191, + "FN": 4805, + "FP": 46, + "IoU": 0.2898550724637681, + "TN": 1395025, + "TP": 1980, + "n_pred": 2026, + "n_ref": 6785 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0853932584269663, + "FN": 407, + "FP": 0, + "IoU": 0.04460093896713615, + "TN": 1401430, + "TP": 19, + "n_pred": 19, + "n_ref": 426 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 166, + "IoU": 0.0, + "TN": 1401690, + "TP": 0, + "n_pred": 166, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 713, + "IoU": 0.0, + "TN": 875447, + "TP": 0, + "n_pred": 713, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8898821617228769, + "FN": 505, + "FP": 37, + "IoU": 0.801610541727672, + "TN": 873428, + "TP": 2190, + "n_pred": 2227, + "n_ref": 2695 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 876157, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9460687626001199, + "FN": 3833, + "FP": 1116, + "IoU": 0.8976570093264677, + "TN": 1178267, + "TP": 43408, + "n_pred": 44524, + "n_ref": 47241 + }, + "10": { + "Dice": 0.5627052119107824, + "FN": 10825, + "FP": 12349, + "IoU": 0.391502993383048, + "TN": 1188540, + "TP": 14910, + "n_pred": 27259, + "n_ref": 25735 + }, + "11": { + "Dice": 0.0, + "FN": 1130, + "FP": 0, + "IoU": 0.0, + "TN": 1225494, + "TP": 0, + "n_pred": 0, + "n_ref": 1130 + }, + "12": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 1226618, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "13": { + "Dice": 0.13188834154351395, + "FN": 9940, + "FP": 3277, + "IoU": 0.0705998171717882, + "TN": 1212403, + "TP": 1004, + "n_pred": 4281, + "n_ref": 10944 + }, + "14": { + "Dice": 0.750391817206962, + "FN": 273, + "FP": 11831, + "IoU": 0.6005016832794244, + "TN": 1196326, + "TP": 18194, + "n_pred": 30025, + "n_ref": 18467 + }, + "15": { + "Dice": 0.3530110346875155, + "FN": 7741, + "FP": 5334, + "IoU": 0.2143372190842447, + "TN": 1209982, + "TP": 3567, + "n_pred": 8901, + "n_ref": 11308 + }, + "2": { + "Dice": 0.29493087557603687, + "FN": 295, + "FP": 11, + "IoU": 0.17297297297297298, + "TN": 1226254, + "TP": 64, + "n_pred": 75, + "n_ref": 359 + }, + "3": { + "Dice": 0.9603998820223847, + "FN": 1698, + "FP": 853, + "IoU": 0.9238166343138718, + "TN": 1193139, + "TP": 30934, + "n_pred": 31787, + "n_ref": 32632 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 7900, + "FP": 0, + "IoU": 0.0, + "TN": 1218724, + "TP": 0, + "n_pred": 0, + "n_ref": 7900 + }, + "6": { + "Dice": 0.46149059734513276, + "FN": 748, + "FP": 14830, + "IoU": 0.29995955601491936, + "TN": 1204371, + "TP": 6675, + "n_pred": 21505, + "n_ref": 7423 + }, + "7": { + "Dice": 0.9057022838105354, + "FN": 741, + "FP": 1212, + "IoU": 0.8276561948464525, + "TN": 1215292, + "TP": 9379, + "n_pred": 10591, + "n_ref": 10120 + }, + "8": { + "Dice": 0.9293824856120703, + "FN": 781, + "FP": 127, + "IoU": 0.8680807787302048, + "TN": 1219741, + "TP": 5975, + "n_pred": 6102, + "n_ref": 6756 + }, + "9": { + "Dice": 0.8220317620368036, + "FN": 3234, + "FP": 2414, + "IoU": 0.6978386475497539, + "TN": 1207932, + "TP": 13044, + "n_pred": 15458, + "n_ref": 16278 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 761, + "IoU": 0.0, + "TN": 700167, + "TP": 0, + "n_pred": 761, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 306, + "IoU": 0.0, + "TN": 700622, + "TP": 0, + "n_pred": 306, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4274, + "IoU": 0.0, + "TN": 696654, + "TP": 0, + "n_pred": 4274, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9630938171401289, + "FN": 347, + "FP": 426, + "IoU": 0.9288148079933696, + "TN": 865301, + "TP": 10086, + "n_pred": 10512, + "n_ref": 10433 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9587299381643855, + "FN": 797, + "FP": 391, + "IoU": 0.920731300460399, + "TN": 861173, + "TP": 13799, + "n_pred": 14190, + "n_ref": 14596 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 149, + "IoU": 0.0, + "TN": 876011, + "TP": 0, + "n_pred": 149, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9339085418464194, + "FN": 213, + "FP": 170, + "IoU": 0.8760116542570411, + "TN": 873071, + "TP": 2706, + "n_pred": 2876, + "n_ref": 2919 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 76, + "IoU": 0.0, + "TN": 876084, + "TP": 0, + "n_pred": 76, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 8578, + "FP": 0, + "IoU": 0.0, + "TN": 867582, + "TP": 0, + "n_pred": 0, + "n_ref": 8578 + }, + "6": { + "Dice": 0.12650402914228945, + "FN": 232, + "FP": 7681, + "IoU": 0.06752297902427527, + "TN": 867674, + "TP": 573, + "n_pred": 8254, + "n_ref": 805 + }, + "7": { + "Dice": 0.5890909090909091, + "FN": 9261, + "FP": 5, + "IoU": 0.4175257731958763, + "TN": 860252, + "TP": 6642, + "n_pred": 6647, + "n_ref": 15903 + }, + "8": { + "Dice": 0.910846775404764, + "FN": 4462, + "FP": 1474, + "IoU": 0.8362889213712458, + "TN": 839901, + "TP": 30323, + "n_pred": 31797, + "n_ref": 34785 + }, + "9": { + "Dice": 0.10401057734684883, + "FN": 8132, + "FP": 0, + "IoU": 0.05485820548582055, + "TN": 867556, + "TP": 472, + "n_pred": 472, + "n_ref": 8604 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 1657, + "FP": 0, + "IoU": 0.0, + "TN": 1049735, + "TP": 0, + "n_pred": 0, + "n_ref": 1657 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 68, + "FP": 0, + "IoU": 0.0, + "TN": 1051324, + "TP": 0, + "n_pred": 0, + "n_ref": 68 + }, + "5": { + "Dice": 0.0, + "FN": 27, + "FP": 0, + "IoU": 0.0, + "TN": 1051365, + "TP": 0, + "n_pred": 0, + "n_ref": 27 + }, + "6": { + "Dice": 0.8729823020256947, + "FN": 3454, + "FP": 23151, + "IoU": 0.774595025077945, + "TN": 933360, + "TP": 91427, + "n_pred": 114578, + "n_ref": 94881 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 40, + "IoU": 0.0, + "TN": 1051352, + "TP": 0, + "n_pred": 40, + "n_ref": 0 + }, + "8": { + "Dice": 0.5113924050632911, + "FN": 227, + "FP": 159, + "IoU": 0.3435374149659864, + "TN": 1050804, + "TP": 202, + "n_pred": 361, + "n_ref": 429 + }, + "9": { + "Dice": 0.43385892116182573, + "FN": 20113, + "FP": 353, + "IoU": 0.27702416278083936, + "TN": 1023084, + "TP": 7842, + "n_pred": 8195, + "n_ref": 27955 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.2580376217964599, + "FN": 1794.12, + "FP": 1311.5155555555555, + "IoU": 0.2083767329054084, + "TN": 904082.5555555555, + "TP": 4018.208888888889, + "n_pred": 5329.724444444446, + "n_ref": 5812.328888888889 + }, + "mean": { + "1": { + "Dice": 0.3697496815597206, + "FN": 471.53333333333336, + "FP": 368.53333333333336, + "IoU": 0.32054296155782736, + "TN": 904962.8333333334, + "TP": 5403.5, + "n_pred": 5772.033333333334, + "n_ref": 5875.033333333334 + }, + "10": { + "Dice": 0.19046730353023758, + "FN": 1017.7333333333333, + "FP": 610.5666666666667, + "IoU": 0.13470721883921685, + "TN": 908801.0333333333, + "TP": 777.0666666666667, + "n_pred": 1387.6333333333334, + "n_ref": 1794.8 + }, + "11": { + "Dice": 0.0, + "FN": 159.43333333333334, + "FP": 0.0, + "IoU": 0.0, + "TN": 911046.9666666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 159.43333333333334 + }, + "12": { + "Dice": 0.0, + "FN": 105.73333333333333, + "FP": 24.8, + "IoU": 0.0, + "TN": 911075.8666666667, + "TP": 0.0, + "n_pred": 24.8, + "n_ref": 105.73333333333333 + }, + "13": { + "Dice": 0.19838636276922372, + "FN": 1811.9333333333334, + "FP": 883.9666666666667, + "IoU": 0.14587192570009314, + "TN": 907430.1666666666, + "TP": 1080.3333333333333, + "n_pred": 1964.3, + "n_ref": 2892.266666666667 + }, + "14": { + "Dice": 0.22064582272776087, + "FN": 2460.6, + "FP": 1132.6333333333334, + "IoU": 0.1588482299346007, + "TN": 905868.6333333333, + "TP": 1744.5333333333333, + "n_pred": 2877.1666666666665, + "n_ref": 4205.133333333333 + }, + "15": { + "Dice": 0.21341147958773896, + "FN": 549.8333333333334, + "FP": 566.3333333333334, + "IoU": 0.17124692482625628, + "TN": 909428.6, + "TP": 661.6333333333333, + "n_pred": 1227.9666666666667, + "n_ref": 1211.4666666666667 + }, + "2": { + "Dice": 0.2745143267123458, + "FN": 4587.7, + "FP": 1301.6333333333334, + "IoU": 0.21758416385460191, + "TN": 900414.9333333333, + "TP": 4902.133333333333, + "n_pred": 6203.766666666666, + "n_ref": 9489.833333333334 + }, + "3": { + "Dice": 0.20175228862846087, + "FN": 1739.7333333333333, + "FP": 3729.4, + "IoU": 0.16092354871944653, + "TN": 901979.6, + "TP": 3757.6666666666665, + "n_pred": 7487.066666666667, + "n_ref": 5497.4 + }, + "4": { + "Dice": 0.10089470816103562, + "FN": 100.1, + "FP": 1108.1666666666667, + "IoU": 0.0708941406509398, + "TN": 909915.0, + "TP": 83.13333333333334, + "n_pred": 1191.3, + "n_ref": 183.23333333333332 + }, + "5": { + "Dice": 0.17779318239861172, + "FN": 467.93333333333334, + "FP": 40.06666666666667, + "IoU": 0.12120148830954161, + "TN": 910469.5333333333, + "TP": 228.86666666666667, + "n_pred": 268.93333333333334, + "n_ref": 696.8 + }, + "6": { + "Dice": 0.6694616797248912, + "FN": 4858.9, + "FP": 4346.566666666667, + "IoU": 0.5793010979910751, + "TN": 870042.7333333333, + "TP": 31958.2, + "n_pred": 36304.76666666667, + "n_ref": 36817.1 + }, + "7": { + "Dice": 0.25113884834210676, + "FN": 7749.0, + "FP": 4139.233333333334, + "IoU": 0.18940112722372895, + "TN": 894152.5666666667, + "TP": 5165.6, + "n_pred": 9304.833333333334, + "n_ref": 12914.6 + }, + "8": { + "Dice": 0.5445239819253963, + "FN": 389.3333333333333, + "FP": 803.5333333333333, + "IoU": 0.4718772855266414, + "TN": 907325.4333333333, + "TP": 2688.1, + "n_pred": 3491.633333333333, + "n_ref": 3077.4333333333334 + }, + "9": { + "Dice": 0.45782466087936835, + "FN": 442.3, + "FP": 617.3, + "IoU": 0.383250880447157, + "TN": 908324.4333333333, + "TP": 1822.3666666666666, + "n_pred": 2439.6666666666665, + "n_ref": 2264.6666666666665 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 876142, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.816815144766147, + "FN": 566, + "FP": 92, + "IoU": 0.6903529411764706, + "TN": 874035, + "TP": 1467, + "n_pred": 1559, + "n_ref": 2033 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 876154, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 756, + "IoU": 0.0, + "TN": 875404, + "TP": 0, + "n_pred": 756, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9842333744178183, + "FN": 4286, + "FP": 1496, + "IoU": 0.9689562047322727, + "TN": 689907, + "TP": 180471, + "n_pred": 181967, + "n_ref": 184757 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 876152, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 789, + "FP": 0, + "IoU": 0.0, + "TN": 875371, + "TP": 0, + "n_pred": 0, + "n_ref": 789 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9747382965621856, + "FN": 931, + "FP": 2433, + "IoU": 0.9507214531604775, + "TN": 807895, + "TP": 64901, + "n_pred": 67334, + "n_ref": 65832 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 250, + "IoU": 0.0, + "TN": 875910, + "TP": 0, + "n_pred": 250, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.025841346153846152, + "FN": 370, + "FP": 2872, + "IoU": 0.013089802130898021, + "TN": 872875, + "TP": 43, + "n_pred": 2915, + "n_ref": 413 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6491551895499077, + "FN": 2198, + "FP": 273, + "IoU": 0.4805549716207694, + "TN": 871403, + "TP": 2286, + "n_pred": 2559, + "n_ref": 4484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9705164089465339, + "FN": 2966, + "FP": 2817, + "IoU": 0.9427215910779196, + "TN": 775197, + "TP": 95180, + "n_pred": 97997, + "n_ref": 98146 + }, + "7": { + "Dice": 0.8321751216122307, + "FN": 2516, + "FP": 2314, + "IoU": 0.7125855400178518, + "TN": 859355, + "TP": 11975, + "n_pred": 14289, + "n_ref": 14491 + }, + "8": { + "Dice": 0.8417873323265523, + "FN": 1098, + "FP": 2464, + "IoU": 0.7267985887406044, + "TN": 863122, + "TP": 9476, + "n_pred": 11940, + "n_ref": 10574 + }, + "9": { + "Dice": 0.8835327234342013, + "FN": 1984, + "FP": 664, + "IoU": 0.7913646391427671, + "TN": 863468, + "TP": 10044, + "n_pred": 10708, + "n_ref": 12028 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 99, + "IoU": 0.0, + "TN": 876061, + "TP": 0, + "n_pred": 99, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1028, + "IoU": 0.0, + "TN": 875132, + "TP": 0, + "n_pred": 1028, + "n_ref": 0 + }, + "10": { + "Dice": 0.6449915682967959, + "FN": 749, + "FP": 4514, + "IoU": 0.47600557546794103, + "TN": 866116, + "TP": 4781, + "n_pred": 9295, + "n_ref": 5530 + }, + "11": { + "Dice": 0.0, + "FN": 380, + "FP": 0, + "IoU": 0.0, + "TN": 875780, + "TP": 0, + "n_pred": 0, + "n_ref": 380 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 876155, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "13": { + "Dice": 0.6410598261750063, + "FN": 13982, + "FP": 7287, + "IoU": 0.4717351348666236, + "TN": 835898, + "TP": 18993, + "n_pred": 26280, + "n_ref": 32975 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.015953203935123637, + "FN": 3652, + "FP": 49, + "IoU": 0.008040739748056821, + "TN": 872429, + "TP": 30, + "n_pred": 79, + "n_ref": 3682 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4029, + "IoU": 0.0, + "TN": 872131, + "TP": 0, + "n_pred": 4029, + "n_ref": 0 + }, + "4": { + "Dice": 0.46068660022148394, + "FN": 290, + "FP": 197, + "IoU": 0.2992805755395683, + "TN": 875465, + "TP": 208, + "n_pred": 405, + "n_ref": 498 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6728110599078341, + "FN": 2811, + "FP": 1378, + "IoU": 0.5069444444444444, + "TN": 867664, + "TP": 4307, + "n_pred": 5685, + "n_ref": 7118 + }, + "7": { + "Dice": 0.01869836583534043, + "FN": 5984, + "FP": 31907, + "IoU": 0.009437415037122242, + "TN": 837908, + "TP": 361, + "n_pred": 32268, + "n_ref": 6345 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1044, + "IoU": 0.0, + "TN": 875116, + "TP": 0, + "n_pred": 1044, + "n_ref": 0 + }, + "9": { + "Dice": 0.8060721825676084, + "FN": 1187, + "FP": 742, + "IoU": 0.6751431458403503, + "TN": 870222, + "TP": 4009, + "n_pred": 4751, + "n_ref": 5196 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.1182108626198083, + "FN": 552, + "FP": 0, + "IoU": 0.06281833616298811, + "TN": 700339, + "TP": 37, + "n_pred": 37, + "n_ref": 589 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 590, + "IoU": 0.0, + "TN": 700338, + "TP": 0, + "n_pred": 590, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6666666666666666, + "FN": 9, + "FP": 14, + "IoU": 0.5, + "TN": 700882, + "TP": 23, + "n_pred": 37, + "n_ref": 32 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 189, + "IoU": 0.0, + "TN": 700739, + "TP": 0, + "n_pred": 189, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 123, + "IoU": 0.0, + "TN": 1051269, + "TP": 0, + "n_pred": 123, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 1051379, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 13028, + "IoU": 0.0, + "TN": 1038364, + "TP": 0, + "n_pred": 13028, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 679, + "FP": 0, + "IoU": 0.0, + "TN": 1050713, + "TP": 0, + "n_pred": 0, + "n_ref": 679 + }, + "6": { + "Dice": 0.8477700394282177, + "FN": 2599, + "FP": 28636, + "IoU": 0.7357646202911792, + "TN": 933183, + "TP": 86974, + "n_pred": 115610, + "n_ref": 89573 + }, + "7": { + "Dice": 0.5114045618247299, + "FN": 28, + "FP": 786, + "IoU": 0.3435483870967742, + "TN": 1050152, + "TP": 426, + "n_pred": 1212, + "n_ref": 454 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.826452987118369, + "FN": 3034, + "FP": 388, + "IoU": 0.7042350907519447, + "TN": 1039822, + "TP": 8148, + "n_pred": 8536, + "n_ref": 11182 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.055033578980048695, + "FN": 115662, + "FP": 0, + "IoU": 0.028295387717382173, + "TN": 932362, + "TP": 3368, + "n_pred": 3368, + "n_ref": 119030 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 180, + "IoU": 0.0, + "TN": 1051212, + "TP": 0, + "n_pred": 180, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 15, + "FP": 0, + "IoU": 0.0, + "TN": 1051377, + "TP": 0, + "n_pred": 0, + "n_ref": 15 + }, + "10": { + "Dice": 0.0, + "FN": 150, + "FP": 660, + "IoU": 0.0, + "TN": 1050582, + "TP": 0, + "n_pred": 660, + "n_ref": 150 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2705, + "FP": 0, + "IoU": 0.0, + "TN": 1048687, + "TP": 0, + "n_pred": 0, + "n_ref": 2705 + }, + "13": { + "Dice": 0.4386954389406572, + "FN": 3758, + "FP": 820, + "IoU": 0.28098005340034554, + "TN": 1045025, + "TP": 1789, + "n_pred": 2609, + "n_ref": 5547 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.22028358567652007, + "FN": 32257, + "FP": 187, + "IoU": 0.1237745429011262, + "TN": 1014365, + "TP": 4583, + "n_pred": 4770, + "n_ref": 36840 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 30447, + "IoU": 0.0, + "TN": 1020945, + "TP": 0, + "n_pred": 30447, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3889, + "IoU": 0.0, + "TN": 1047503, + "TP": 0, + "n_pred": 3889, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6346439169139466, + "FN": 37, + "FP": 1933, + "IoU": 0.46481934256995383, + "TN": 1047711, + "TP": 1711, + "n_pred": 3644, + "n_ref": 1748 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1669, + "IoU": 0.0, + "TN": 1049723, + "TP": 0, + "n_pred": 1669, + "n_ref": 0 + }, + "8": { + "Dice": 0.4519230769230769, + "FN": 21, + "FP": 93, + "IoU": 0.2919254658385093, + "TN": 1051231, + "TP": 47, + "n_pred": 140, + "n_ref": 68 + }, + "9": { + "Dice": 0.8172121566335476, + "FN": 1158, + "FP": 1344, + "IoU": 0.6909203211859173, + "TN": 1043297, + "TP": 5593, + "n_pred": 6937, + "n_ref": 6751 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 876147, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.21550094517958412, + "FN": 38374, + "FP": 221, + "IoU": 0.12076271186440678, + "TN": 832264, + "TP": 5301, + "n_pred": 5522, + "n_ref": 43675 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 22594, + "IoU": 0.0, + "TN": 853566, + "TP": 0, + "n_pred": 22594, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 7387, + "IoU": 0.0, + "TN": 868773, + "TP": 0, + "n_pred": 7387, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9291136284012612, + "FN": 27400, + "FP": 1129, + "IoU": 0.8676117775354416, + "TN": 660665, + "TP": 186966, + "n_pred": 188095, + "n_ref": 214366 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 700920, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 2201, + "FP": 14, + "IoU": 0.0, + "TN": 698713, + "TP": 0, + "n_pred": 14, + "n_ref": 2201 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 621, + "IoU": 0.0, + "TN": 700307, + "TP": 0, + "n_pred": 621, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.09654471544715447, + "FN": 3556, + "FP": 0, + "IoU": 0.050720768820074744, + "TN": 697182, + "TP": 190, + "n_pred": 190, + "n_ref": 3746 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 230, + "IoU": 0.0, + "TN": 700698, + "TP": 0, + "n_pred": 230, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 92, + "IoU": 0.0, + "TN": 700836, + "TP": 0, + "n_pred": 92, + "n_ref": 0 + }, + "8": { + "Dice": 0.49113475177304966, + "FN": 100, + "FP": 13102, + "IoU": 0.3254994124559342, + "TN": 681355, + "TP": 6371, + "n_pred": 19473, + "n_ref": 6471 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 876143, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 2005, + "FP": 0, + "IoU": 0.0, + "TN": 874155, + "TP": 0, + "n_pred": 0, + "n_ref": 2005 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9472472848454819, + "FN": 5384, + "FP": 1217, + "IoU": 0.8997813743054079, + "TN": 810294, + "TP": 59265, + "n_pred": 60482, + "n_ref": 64649 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2510, + "IoU": 0.0, + "TN": 873650, + "TP": 0, + "n_pred": 2510, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 40, + "IoU": 0.0, + "TN": 876120, + "TP": 0, + "n_pred": 40, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 934, + "FP": 0, + "IoU": 0.0, + "TN": 875226, + "TP": 0, + "n_pred": 0, + "n_ref": 934 + }, + "6": { + "Dice": 0.9584971021251083, + "FN": 3718, + "FP": 1889, + "IoU": 0.9203019061020852, + "TN": 805807, + "TP": 64746, + "n_pred": 66635, + "n_ref": 68464 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 876152, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 5696, + "FP": 0, + "IoU": 0.0, + "TN": 870464, + "TP": 0, + "n_pred": 0, + "n_ref": 5696 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6457668481321569, + "FN": 520, + "FP": 1367, + "IoU": 0.4768505683393402, + "TN": 1223017, + "TP": 1720, + "n_pred": 3087, + "n_ref": 2240 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9372333130143249, + "FN": 6101, + "FP": 489, + "IoU": 0.8818805900593286, + "TN": 1170833, + "TP": 49201, + "n_pred": 49690, + "n_ref": 55302 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7171155764571754, + "FN": 681, + "FP": 1304, + "IoU": 0.5589868918018218, + "TN": 1222123, + "TP": 2516, + "n_pred": 3820, + "n_ref": 3197 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 1226621, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7094525959367946, + "FN": 5994, + "FP": 14600, + "IoU": 0.5497299779172223, + "TN": 655191, + "TP": 25143, + "n_pred": 39743, + "n_ref": 31137 + }, + "15": { + "Dice": 0.8036103622084164, + "FN": 1164, + "FP": 7213, + "IoU": 0.6716961906254899, + "TN": 675412, + "TP": 17139, + "n_pred": 24352, + "n_ref": 18303 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 700926, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 68, + "IoU": 0.0, + "TN": 700860, + "TP": 0, + "n_pred": 68, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5098039215686274, + "FN": 1, + "FP": 374, + "IoU": 0.34210526315789475, + "TN": 875590, + "TP": 195, + "n_pred": 569, + "n_ref": 196 + }, + "10": { + "Dice": 0.576284083703234, + "FN": 867, + "FP": 2474, + "IoU": 0.4047746303224657, + "TN": 870547, + "TP": 2272, + "n_pred": 4746, + "n_ref": 3139 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 400, + "IoU": 0.0, + "TN": 875760, + "TP": 0, + "n_pred": 400, + "n_ref": 0 + }, + "13": { + "Dice": 0.009250693802035153, + "FN": 8566, + "FP": 2, + "IoU": 0.004646840148698885, + "TN": 867552, + "TP": 40, + "n_pred": 42, + "n_ref": 8606 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 309, + "IoU": 0.0, + "TN": 875851, + "TP": 0, + "n_pred": 309, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1704, + "IoU": 0.0, + "TN": 874456, + "TP": 0, + "n_pred": 1704, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 9674, + "IoU": 0.0, + "TN": 866486, + "TP": 0, + "n_pred": 9674, + "n_ref": 0 + }, + "3": { + "Dice": 0.8926610180901913, + "FN": 9826, + "FP": 1335, + "IoU": 0.8061316657981588, + "TN": 818590, + "TP": 46409, + "n_pred": 47744, + "n_ref": 56235 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 876150, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 19432, + "IoU": 0.0, + "TN": 856728, + "TP": 0, + "n_pred": 19432, + "n_ref": 0 + }, + "7": { + "Dice": 0.001430497097741465, + "FN": 718, + "FP": 35581, + "IoU": 0.0007157604955264969, + "TN": 839835, + "TP": 26, + "n_pred": 35607, + "n_ref": 744 + }, + "8": { + "Dice": 0.899316861393092, + "FN": 4, + "FP": 1573, + "IoU": 0.8170533642691415, + "TN": 867540, + "TP": 7043, + "n_pred": 8616, + "n_ref": 7047 + }, + "9": { + "Dice": 0.30493273542600896, + "FN": 185, + "FP": 125, + "IoU": 0.17989417989417988, + "TN": 875782, + "TP": 68, + "n_pred": 193, + "n_ref": 253 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 1685, + "FP": 0, + "IoU": 0.0, + "TN": 1049707, + "TP": 0, + "n_pred": 0, + "n_ref": 1685 + }, + "10": { + "Dice": 0.6235455720749838, + "FN": 8009, + "FP": 1309, + "IoU": 0.45300851188729085, + "TN": 1034357, + "TP": 7717, + "n_pred": 9026, + "n_ref": 15726 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 467, + "FP": 0, + "IoU": 0.0, + "TN": 1050925, + "TP": 0, + "n_pred": 0, + "n_ref": 467 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.18841451192623773, + "FN": 506, + "FP": 15690, + "IoU": 0.10400531090949325, + "TN": 1033316, + "TP": 1880, + "n_pred": 17570, + "n_ref": 2386 + }, + "3": { + "Dice": 0.267069077022574, + "FN": 22955, + "FP": 844, + "IoU": 0.15411409276701618, + "TN": 1023257, + "TP": 4336, + "n_pred": 5180, + "n_ref": 27291 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 118, + "FP": 0, + "IoU": 0.0, + "TN": 1051274, + "TP": 0, + "n_pred": 0, + "n_ref": 118 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 7200, + "IoU": 0.0, + "TN": 1044192, + "TP": 0, + "n_pred": 7200, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.931353959518414, + "FN": 4094, + "FP": 359, + "IoU": 0.8715270765413577, + "TN": 841499, + "TP": 30208, + "n_pred": 30567, + "n_ref": 34302 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 876136, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 748, + "IoU": 0.0, + "TN": 875412, + "TP": 0, + "n_pred": 748, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 581, + "IoU": 0.0, + "TN": 875579, + "TP": 0, + "n_pred": 581, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4581, + "IoU": 0.0, + "TN": 871579, + "TP": 0, + "n_pred": 4581, + "n_ref": 0 + }, + "3": { + "Dice": 0.4605618155848278, + "FN": 4755, + "FP": 2043, + "IoU": 0.29917525773195874, + "TN": 866460, + "TP": 2902, + "n_pred": 4945, + "n_ref": 7657 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6977532852903773, + "FN": 586, + "FP": 127, + "IoU": 0.5358072916666666, + "TN": 874624, + "TP": 823, + "n_pred": 950, + "n_ref": 1409 + }, + "7": { + "Dice": 0.2426260508519866, + "FN": 36572, + "FP": 275, + "IoU": 0.13806170904582563, + "TN": 833411, + "TP": 5902, + "n_pred": 6177, + "n_ref": 42474 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 241, + "IoU": 0.0, + "TN": 875919, + "TP": 0, + "n_pred": 241, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 48, + "IoU": 0.0, + "TN": 876112, + "TP": 0, + "n_pred": 48, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1236, + "IoU": 0.0, + "TN": 874924, + "TP": 0, + "n_pred": 1236, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 79, + "IoU": 0.0, + "TN": 876081, + "TP": 0, + "n_pred": 79, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 84, + "FP": 0, + "IoU": 0.0, + "TN": 876076, + "TP": 0, + "n_pred": 0, + "n_ref": 84 + }, + "15": { + "Dice": 0.0, + "FN": 153, + "FP": 0, + "IoU": 0.0, + "TN": 876007, + "TP": 0, + "n_pred": 0, + "n_ref": 153 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 142, + "IoU": 0.0, + "TN": 876018, + "TP": 0, + "n_pred": 142, + "n_ref": 0 + }, + "3": { + "Dice": 0.009411764705882352, + "FN": 394, + "FP": 2132, + "IoU": 0.004728132387706856, + "TN": 873622, + "TP": 12, + "n_pred": 2144, + "n_ref": 406 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 18584, + "IoU": 0.0, + "TN": 857576, + "TP": 0, + "n_pred": 18584, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9357910189745771, + "FN": 1429, + "FP": 7931, + "IoU": 0.8793301275026751, + "TN": 798593, + "TP": 68207, + "n_pred": 76138, + "n_ref": 69636 + }, + "7": { + "Dice": 0.6994320080187103, + "FN": 33630, + "FP": 2354, + "IoU": 0.5377896521605097, + "TN": 798308, + "TP": 41868, + "n_pred": 44222, + "n_ref": 75498 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5517698663674385, + "FN": 3607, + "FP": 5181, + "IoU": 0.38099598506726773, + "TN": 861963, + "TP": 5409, + "n_pred": 10590, + "n_ref": 9016 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1172, + "IoU": 0.0, + "TN": 874988, + "TP": 0, + "n_pred": 1172, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 800, + "IoU": 0.0, + "TN": 875360, + "TP": 0, + "n_pred": 800, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 379, + "FP": 109, + "IoU": 0.0, + "TN": 875672, + "TP": 0, + "n_pred": 109, + "n_ref": 379 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 55, + "IoU": 0.0, + "TN": 876105, + "TP": 0, + "n_pred": 55, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1106, + "IoU": 0.0, + "TN": 875054, + "TP": 0, + "n_pred": 1106, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.2614909021883559, + "FN": 20957, + "FP": 33511, + "IoU": 0.15041100591162204, + "TN": 812049, + "TP": 9643, + "n_pred": 43154, + "n_ref": 30600 + }, + "7": { + "Dice": 0.7399807826250527, + "FN": 25923, + "FP": 25222, + "IoU": 0.5872773783297424, + "TN": 752239, + "TP": 72776, + "n_pred": 97998, + "n_ref": 98699 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9028169014084507, + "FN": 106, + "FP": 32, + "IoU": 0.8228498074454429, + "TN": 1050613, + "TP": 641, + "n_pred": 673, + "n_ref": 747 + }, + "10": { + "Dice": 0.4407864182878373, + "FN": 20717, + "FP": 957, + "IoU": 0.28269790839290443, + "TN": 1021176, + "TP": 8542, + "n_pred": 9499, + "n_ref": 29259 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 73, + "IoU": 0.0, + "TN": 1051319, + "TP": 0, + "n_pred": 73, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 18185, + "FP": 7335, + "IoU": 0.0, + "TN": 1025872, + "TP": 0, + "n_pred": 7335, + "n_ref": 18185 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 17086, + "IoU": 0.0, + "TN": 1034306, + "TP": 0, + "n_pred": 17086, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8248179705654531, + "FN": 10823, + "FP": 485, + "IoU": 0.7018640090695774, + "TN": 1013463, + "TP": 26621, + "n_pred": 27106, + "n_ref": 37444 + }, + "3": { + "Dice": 0.5903225806451613, + "FN": 129, + "FP": 1141, + "IoU": 0.41876430205949655, + "TN": 1049207, + "TP": 915, + "n_pred": 2056, + "n_ref": 1044 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 395, + "IoU": 0.0, + "TN": 1050997, + "TP": 0, + "n_pred": 395, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7374712215994977, + "FN": 10481, + "FP": 808, + "IoU": 0.5841223061337263, + "TN": 1024247, + "TP": 15856, + "n_pred": 16664, + "n_ref": 26337 + }, + "7": { + "Dice": 0.3315371525808281, + "FN": 4319, + "FP": 395, + "IoU": 0.19870814210436852, + "TN": 1045509, + "TP": 1169, + "n_pred": 1564, + "n_ref": 5488 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1934, + "IoU": 0.0, + "TN": 1049458, + "TP": 0, + "n_pred": 1934, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 876158, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 298, + "IoU": 0.0, + "TN": 875862, + "TP": 0, + "n_pred": 298, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 498, + "FP": 0, + "IoU": 0.0, + "TN": 875662, + "TP": 0, + "n_pred": 0, + "n_ref": 498 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.22530115528512107, + "FN": 37447, + "FP": 239, + "IoU": 0.12695176759486634, + "TN": 832994, + "TP": 5480, + "n_pred": 5719, + "n_ref": 42927 + }, + "15": { + "Dice": 0.0, + "FN": 12768, + "FP": 0, + "IoU": 0.0, + "TN": 863392, + "TP": 0, + "n_pred": 0, + "n_ref": 12768 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 113, + "IoU": 0.0, + "TN": 876047, + "TP": 0, + "n_pred": 113, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 541, + "IoU": 0.0, + "TN": 875619, + "TP": 0, + "n_pred": 541, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7844708376866818, + "FN": 54736, + "FP": 1374, + "IoU": 0.6453739342573457, + "TN": 717937, + "TP": 102113, + "n_pred": 103487, + "n_ref": 156849 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 10035, + "IoU": 0.0, + "TN": 866125, + "TP": 0, + "n_pred": 10035, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.18705799151343705, + "FN": 2564, + "FP": 2034, + "IoU": 0.10317924712307393, + "TN": 871033, + "TP": 529, + "n_pred": 2563, + "n_ref": 3093 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9799570068584297, + "FN": 1691, + "FP": 2225, + "IoU": 0.9607016698779705, + "TN": 601280, + "TP": 95732, + "n_pred": 97957, + "n_ref": 97423 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3823, + "IoU": 0.0, + "TN": 697105, + "TP": 0, + "n_pred": 3823, + "n_ref": 0 + }, + "3": { + "Dice": 0.7954937766875625, + "FN": 4398, + "FP": 104, + "IoU": 0.6604314376225675, + "TN": 687670, + "TP": 8756, + "n_pred": 8860, + "n_ref": 13154 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 673, + "IoU": 0.0, + "TN": 700255, + "TP": 0, + "n_pred": 673, + "n_ref": 0 + }, + "7": { + "Dice": 0.8533307551000677, + "FN": 4383, + "FP": 168, + "IoU": 0.7441821247892074, + "TN": 683138, + "TP": 13239, + "n_pred": 13407, + "n_ref": 17622 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 288, + "IoU": 0.0, + "TN": 1051104, + "TP": 0, + "n_pred": 288, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 92, + "IoU": 0.0, + "TN": 1051300, + "TP": 0, + "n_pred": 92, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6234990953451396, + "FN": 6547, + "FP": 320, + "IoU": 0.4529594519238429, + "TN": 1038839, + "TP": 5686, + "n_pred": 6006, + "n_ref": 12233 + }, + "6": { + "Dice": 0.52462513064437, + "FN": 2466, + "FP": 19821, + "IoU": 0.3555876825213243, + "TN": 1016807, + "TP": 12298, + "n_pred": 32119, + "n_ref": 14764 + }, + "7": { + "Dice": 0.4184988627748294, + "FN": 1030, + "FP": 3572, + "IoU": 0.26462128475551294, + "TN": 1045134, + "TP": 1656, + "n_pred": 5228, + "n_ref": 2686 + }, + "8": { + "Dice": 0.9194314754369293, + "FN": 2669, + "FP": 1231, + "IoU": 0.8508775283906244, + "TN": 1025239, + "TP": 22253, + "n_pred": 23484, + "n_ref": 24922 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9565837749694251, + "FN": 2421, + "FP": 135, + "IoU": 0.9167806212150811, + "TN": 845446, + "TP": 28158, + "n_pred": 28293, + "n_ref": 30579 + }, + "10": { + "Dice": 0.0, + "FN": 40, + "FP": 0, + "IoU": 0.0, + "TN": 876120, + "TP": 0, + "n_pred": 0, + "n_ref": 40 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 173, + "IoU": 0.0, + "TN": 875987, + "TP": 0, + "n_pred": 173, + "n_ref": 0 + }, + "13": { + "Dice": 0.05320600272851296, + "FN": 2726, + "FP": 1438, + "IoU": 0.027330063069376315, + "TN": 871879, + "TP": 117, + "n_pred": 1555, + "n_ref": 2843 + }, + "14": { + "Dice": 0.6636134646210213, + "FN": 2933, + "FP": 5, + "IoU": 0.4965729952021933, + "TN": 870324, + "TP": 2898, + "n_pred": 2903, + "n_ref": 5831 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6171876330806575, + "FN": 20451, + "FP": 2022, + "IoU": 0.44632782280913547, + "TN": 835571, + "TP": 18116, + "n_pred": 20138, + "n_ref": 38567 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 21770, + "IoU": 0.0, + "TN": 854390, + "TP": 0, + "n_pred": 21770, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.265466816647919, + "FN": 5878, + "FP": 652, + "IoU": 0.15304798962386512, + "TN": 868450, + "TP": 1180, + "n_pred": 1832, + "n_ref": 7058 + }, + "6": { + "Dice": 0.7874354061429484, + "FN": 7976, + "FP": 3007, + "IoU": 0.6493966673051139, + "TN": 844834, + "TP": 20343, + "n_pred": 23350, + "n_ref": 28319 + }, + "7": { + "Dice": 0.6980431848852902, + "FN": 1676, + "FP": 114, + "IoU": 0.5361492614667012, + "TN": 872301, + "TP": 2069, + "n_pred": 2183, + "n_ref": 3745 + }, + "8": { + "Dice": 0.9155134846539011, + "FN": 2050, + "FP": 3805, + "IoU": 0.8441907499068604, + "TN": 838582, + "TP": 31723, + "n_pred": 35528, + "n_ref": 33773 + }, + "9": { + "Dice": 0.7395975855130785, + "FN": 2651, + "FP": 10291, + "IoU": 0.5867948022093803, + "TN": 844839, + "TP": 18379, + "n_pred": 28670, + "n_ref": 21030 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8076923076923077, + "FN": 6, + "FP": 14, + "IoU": 0.6774193548387096, + "TN": 876098, + "TP": 42, + "n_pred": 56, + "n_ref": 48 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.393451010488616, + "FN": 11855, + "FP": 0, + "IoU": 0.24490445859872612, + "TN": 860460, + "TP": 3845, + "n_pred": 3845, + "n_ref": 15700 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 7470, + "IoU": 0.0, + "TN": 868690, + "TP": 0, + "n_pred": 7470, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.1875, + "FN": 78, + "FP": 0, + "IoU": 0.10344827586206896, + "TN": 876073, + "TP": 9, + "n_pred": 9, + "n_ref": 87 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 173, + "IoU": 0.0, + "TN": 875987, + "TP": 0, + "n_pred": 173, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 156, + "IoU": 0.0, + "TN": 700772, + "TP": 0, + "n_pred": 156, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 1111, + "FP": 0, + "IoU": 0.0, + "TN": 699817, + "TP": 0, + "n_pred": 0, + "n_ref": 1111 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7736578146838773, + "FN": 1487, + "FP": 1266, + "IoU": 0.6308661839635291, + "TN": 693470, + "TP": 4705, + "n_pred": 5971, + "n_ref": 6192 + }, + "14": { + "Dice": 0.6559316464015774, + "FN": 15505, + "FP": 200, + "IoU": 0.4880195599022005, + "TN": 670253, + "TP": 14970, + "n_pred": 15170, + "n_ref": 30475 + }, + "15": { + "Dice": 0.6902699949057565, + "FN": 2410, + "FP": 22, + "IoU": 0.5270322831583042, + "TN": 695786, + "TP": 2710, + "n_pred": 2732, + "n_ref": 5120 + }, + "2": { + "Dice": 0.7023124115148655, + "FN": 24687, + "FP": 545, + "IoU": 0.5412029965815696, + "TN": 645932, + "TP": 29764, + "n_pred": 30309, + "n_ref": 54451 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 8222, + "IoU": 0.0, + "TN": 692706, + "TP": 0, + "n_pred": 8222, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 515, + "FP": 608, + "IoU": 0.0, + "TN": 699805, + "TP": 0, + "n_pred": 608, + "n_ref": 515 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9735514018691589, + "FN": 1580, + "FP": 684, + "IoU": 0.9484658107985068, + "TN": 656996, + "TP": 41668, + "n_pred": 42352, + "n_ref": 43248 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9290375683461697, + "FN": 506, + "FP": 701, + "IoU": 0.8674791392182697, + "TN": 691820, + "TP": 7901, + "n_pred": 8602, + "n_ref": 8407 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 5418, + "IoU": 0.0, + "TN": 1045974, + "TP": 0, + "n_pred": 5418, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1051391, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "13": { + "Dice": 0.6373115935159731, + "FN": 3083, + "FP": 4569, + "IoU": 0.46768695652173914, + "TN": 1037017, + "TP": 6723, + "n_pred": 11292, + "n_ref": 9806 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 158, + "IoU": 0.0, + "TN": 1051234, + "TP": 0, + "n_pred": 158, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.12286374133949192, + "FN": 29, + "FP": 1870, + "IoU": 0.0654527559055118, + "TN": 1049360, + "TP": 133, + "n_pred": 2003, + "n_ref": 162 + }, + "8": { + "Dice": 0.9261328367473619, + "FN": 42, + "FP": 553, + "IoU": 0.8624277456647399, + "TN": 1047067, + "TP": 3730, + "n_pred": 4283, + "n_ref": 3772 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0383.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.36495314614647545, + "FN": 1573.8822222222223, + "FP": 1210.7422222222224, + "IoU": 0.306711467450476, + "TN": 974136.1466666666, + "TP": 4378.428888888888, + "n_pred": 5589.171111111111, + "n_ref": 5952.311111111111 + }, + "mean": { + "1": { + "Dice": 0.34031033643026537, + "FN": 1575.2333333333333, + "FP": 883.7, + "IoU": 0.2980863310123648, + "TN": 974744.5, + "TP": 4095.766666666667, + "n_pred": 4979.466666666666, + "n_ref": 5671.0 + }, + "10": { + "Dice": 0.3989121593304845, + "FN": 1548.8333333333333, + "FP": 2068.2, + "IoU": 0.3015944549813984, + "TN": 975412.6666666666, + "TP": 2269.5, + "n_pred": 4337.7, + "n_ref": 3818.3333333333335 + }, + "11": { + "Dice": 0.0, + "FN": 328.23333333333335, + "FP": 0.0, + "IoU": 0.0, + "TN": 980970.9666666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 328.23333333333335 + }, + "12": { + "Dice": 0.0, + "FN": 394.6333333333333, + "FP": 0.0, + "IoU": 0.0, + "TN": 980904.5666666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 394.6333333333333 + }, + "13": { + "Dice": 0.27282778458444024, + "FN": 1604.6666666666667, + "FP": 1156.8666666666666, + "IoU": 0.19949839815298, + "TN": 977507.7333333333, + "TP": 1029.9333333333334, + "n_pred": 2186.8, + "n_ref": 2634.6 + }, + "14": { + "Dice": 0.4832299044946565, + "FN": 1232.5, + "FP": 358.2, + "IoU": 0.4191749060935575, + "TN": 977420.3666666667, + "TP": 2288.133333333333, + "n_pred": 2646.3333333333335, + "n_ref": 3520.633333333333 + }, + "15": { + "Dice": 0.23760657791482814, + "FN": 306.5, + "FP": 241.16666666666666, + "IoU": 0.1712718062141839, + "TN": 980475.3666666667, + "TP": 276.1666666666667, + "n_pred": 517.3333333333334, + "n_ref": 582.6666666666666 + }, + "2": { + "Dice": 0.45254162380888374, + "FN": 1349.5, + "FP": 1213.8666666666666, + "IoU": 0.4075931841013166, + "TN": 974618.9666666667, + "TP": 4116.866666666667, + "n_pred": 5330.733333333334, + "n_ref": 5466.366666666667 + }, + "3": { + "Dice": 0.2311781681109404, + "FN": 1357.7, + "FP": 2202.4666666666667, + "IoU": 0.20238724181709933, + "TN": 975163.4666666667, + "TP": 2575.5666666666666, + "n_pred": 4778.033333333334, + "n_ref": 3933.266666666667 + }, + "4": { + "Dice": 0.407863027805712, + "FN": 428.1, + "FP": 157.43333333333334, + "IoU": 0.3465686789666741, + "TN": 979490.1666666666, + "TP": 1223.5, + "n_pred": 1380.9333333333334, + "n_ref": 1651.6 + }, + "5": { + "Dice": 0.1737902280945424, + "FN": 233.43333333333334, + "FP": 0.0, + "IoU": 0.09524163668401975, + "TN": 981039.1333333333, + "TP": 26.633333333333333, + "n_pred": 26.633333333333333, + "n_ref": 260.06666666666666 + }, + "6": { + "Dice": 0.7390301962427266, + "FN": 7363.9, + "FP": 5259.266666666666, + "IoU": 0.6571445260519011, + "TN": 932539.5333333333, + "TP": 36136.5, + "n_pred": 41395.76666666667, + "n_ref": 43500.4 + }, + "7": { + "Dice": 0.24569574734115385, + "FN": 3424.366666666667, + "FP": 3253.0333333333333, + "IoU": 0.2015689689771737, + "TN": 968099.4333333333, + "TP": 6522.366666666667, + "n_pred": 9775.4, + "n_ref": 9946.733333333334 + }, + "8": { + "Dice": 0.8347579186056131, + "FN": 1510.3666666666666, + "FP": 737.5666666666667, + "IoU": 0.7593820011359393, + "TN": 976325.9333333333, + "TP": 2725.3333333333335, + "n_pred": 3462.9, + "n_ref": 4235.7 + }, + "9": { + "Dice": 0.6565535194328846, + "FN": 950.2666666666667, + "FP": 629.3666666666667, + "IoU": 0.5411598775685321, + "TN": 977329.4, + "TP": 2390.1666666666665, + "n_pred": 3019.5333333333333, + "n_ref": 3340.4333333333334 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.3733919413919414, + "FN": 15289, + "FP": 6094, + "IoU": 0.2295524969373784, + "TN": 848406, + "TP": 6371, + "n_pred": 12465, + "n_ref": 21660 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 88, + "FP": 0, + "IoU": 0.0, + "TN": 876072, + "TP": 0, + "n_pred": 0, + "n_ref": 88 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 587, + "IoU": 0.0, + "TN": 875573, + "TP": 0, + "n_pred": 587, + "n_ref": 0 + }, + "14": { + "Dice": 0.3591804335962693, + "FN": 25830, + "FP": 4, + "IoU": 0.21890306585233113, + "TN": 843086, + "TP": 7240, + "n_pred": 7244, + "n_ref": 33070 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 713, + "IoU": 0.0, + "TN": 875447, + "TP": 0, + "n_pred": 713, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 876149, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7625443367226294, + "FN": 260, + "FP": 9782, + "IoU": 0.6162195215164717, + "TN": 849994, + "TP": 16124, + "n_pred": 25906, + "n_ref": 16384 + }, + "7": { + "Dice": 0.7881312928985391, + "FN": 15334, + "FP": 532, + "IoU": 0.6503437940761636, + "TN": 830784, + "TP": 29510, + "n_pred": 30042, + "n_ref": 44844 + }, + "8": { + "Dice": 0.925188610367486, + "FN": 535, + "FP": 1002, + "IoU": 0.8607915949642243, + "TN": 865119, + "TP": 9504, + "n_pred": 10506, + "n_ref": 10039 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 18447, + "IoU": 0.0, + "TN": 1032945, + "TP": 0, + "n_pred": 18447, + "n_ref": 0 + }, + "10": { + "Dice": 0.6449307726663689, + "FN": 607, + "FP": 188, + "IoU": 0.4759393539881345, + "TN": 1049875, + "TP": 722, + "n_pred": 910, + "n_ref": 1329 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5222312045270816, + "FN": 3879, + "FP": 3804, + "IoU": 0.3533916849015317, + "TN": 1039510, + "TP": 4199, + "n_pred": 8003, + "n_ref": 8078 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.698538186157518, + "FN": 3317, + "FP": 725, + "IoU": 0.5367335243553009, + "TN": 1042667, + "TP": 4683, + "n_pred": 5408, + "n_ref": 8000 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8761348616070548, + "FN": 5228, + "FP": 26165, + "IoU": 0.7795729502383811, + "TN": 908973, + "TP": 111026, + "n_pred": 137191, + "n_ref": 116254 + }, + "7": { + "Dice": 0.0, + "FN": 27, + "FP": 0, + "IoU": 0.0, + "TN": 1051365, + "TP": 0, + "n_pred": 0, + "n_ref": 27 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8427984137956125, + "FN": 1782, + "FP": 2539, + "IoU": 0.7283073440643864, + "TN": 1035488, + "TP": 11583, + "n_pred": 14122, + "n_ref": 13365 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8144963376878351, + "FN": 38429, + "FP": 877, + "IoU": 0.6870466651273518, + "TN": 1101027, + "TP": 86291, + "n_pred": 87168, + "n_ref": 124720 + }, + "10": { + "Dice": 0.0, + "FN": 30, + "FP": 0, + "IoU": 0.0, + "TN": 1226594, + "TP": 0, + "n_pred": 0, + "n_ref": 30 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1027, + "FP": 0, + "IoU": 0.0, + "TN": 1225597, + "TP": 0, + "n_pred": 0, + "n_ref": 1027 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 10335, + "IoU": 0.0, + "TN": 1216289, + "TP": 0, + "n_pred": 10335, + "n_ref": 0 + }, + "3": { + "Dice": 0.1667046923720435, + "FN": 10701, + "FP": 256, + "IoU": 0.09093171824442048, + "TN": 1214571, + "TP": 1096, + "n_pred": 1352, + "n_ref": 11797 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.2516399939290713, + "FN": 1384, + "FP": 42993, + "IoU": 0.14392916393379374, + "TN": 1174786, + "TP": 7461, + "n_pred": 50454, + "n_ref": 8845 + }, + "7": { + "Dice": 0.8178600187894243, + "FN": 20294, + "FP": 1420, + "IoU": 0.6918470162492018, + "TN": 1156159, + "TP": 48751, + "n_pred": 50171, + "n_ref": 69045 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 81, + "FP": 0, + "IoU": 0.0, + "TN": 876079, + "TP": 0, + "n_pred": 0, + "n_ref": 81 + }, + "14": { + "Dice": 0.797706163805235, + "FN": 5275, + "FP": 475, + "IoU": 0.6634868613565869, + "TN": 859073, + "TP": 11337, + "n_pred": 11812, + "n_ref": 16612 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.10167922781964829, + "FN": 13588, + "FP": 0, + "IoU": 0.0535627220171345, + "TN": 861803, + "TP": 769, + "n_pred": 769, + "n_ref": 14357 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 10410, + "IoU": 0.0, + "TN": 865750, + "TP": 0, + "n_pred": 10410, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6198083067092651, + "FN": 476, + "FP": 0, + "IoU": 0.44907407407407407, + "TN": 875296, + "TP": 388, + "n_pred": 388, + "n_ref": 864 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8619264824255434, + "FN": 1555, + "FP": 1018, + "IoU": 0.7573557148245945, + "TN": 1391252, + "TP": 8031, + "n_pred": 9049, + "n_ref": 9586 + }, + "11": { + "Dice": 0.0, + "FN": 2470, + "FP": 0, + "IoU": 0.0, + "TN": 1399386, + "TP": 0, + "n_pred": 0, + "n_ref": 2470 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7907133863587508, + "FN": 1124, + "FP": 5691, + "IoU": 0.6538676418304638, + "TN": 1382167, + "TP": 12874, + "n_pred": 18565, + "n_ref": 13998 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9049679248097867, + "FN": 479, + "FP": 158, + "IoU": 0.8264305177111717, + "TN": 1398186, + "TP": 3033, + "n_pred": 3191, + "n_ref": 3512 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1401855, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9136406481439922, + "FN": 2659, + "FP": 1189, + "IoU": 0.8410114448622071, + "TN": 1377653, + "TP": 20355, + "n_pred": 21544, + "n_ref": 23014 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.7876118008276599, + "FN": 1116, + "FP": 6839, + "IoU": 0.6496366439110328, + "TN": 1379151, + "TP": 14750, + "n_pred": 21589, + "n_ref": 15866 + }, + "9": { + "Dice": 0.6064922226481329, + "FN": 12913, + "FP": 6592, + "IoU": 0.4352270094973361, + "TN": 1367320, + "TP": 15031, + "n_pred": 21623, + "n_ref": 27944 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 1051355, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 2054, + "FP": 0, + "IoU": 0.0, + "TN": 1049338, + "TP": 0, + "n_pred": 0, + "n_ref": 2054 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9387704511650967, + "FN": 144, + "FP": 350, + "IoU": 0.8846064003737445, + "TN": 1047111, + "TP": 3787, + "n_pred": 4137, + "n_ref": 3931 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 92, + "IoU": 0.0, + "TN": 1051300, + "TP": 0, + "n_pred": 92, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9305944527121246, + "FN": 14621, + "FP": 3148, + "IoU": 0.8701978917840941, + "TN": 914499, + "TP": 119124, + "n_pred": 122272, + "n_ref": 133745 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8738022648083623, + "FN": 1703, + "FP": 615, + "IoU": 0.7758870733829644, + "TN": 1041049, + "TP": 8025, + "n_pred": 8640, + "n_ref": 9728 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8398492699010833, + "FN": 3790, + "FP": 970, + "IoU": 0.7239139261063744, + "TN": 683687, + "TP": 12481, + "n_pred": 13451, + "n_ref": 16271 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9659297264577869, + "FN": 2814, + "FP": 1914, + "IoU": 0.9341045296167247, + "TN": 629178, + "TP": 67022, + "n_pred": 68936, + "n_ref": 69836 + }, + "7": { + "Dice": 0.4495300367797303, + "FN": 175, + "FP": 1172, + "IoU": 0.28993147074327885, + "TN": 699031, + "TP": 550, + "n_pred": 1722, + "n_ref": 725 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.02249718785151856, + "FN": 2478, + "FP": 129, + "IoU": 0.011376564277588168, + "TN": 1399219, + "TP": 30, + "n_pred": 159, + "n_ref": 2508 + }, + "10": { + "Dice": 0.18339663591969615, + "FN": 6020, + "FP": 0, + "IoU": 0.1009557945041816, + "TN": 1395160, + "TP": 676, + "n_pred": 676, + "n_ref": 6696 + }, + "11": { + "Dice": 0.0, + "FN": 1867, + "FP": 0, + "IoU": 0.0, + "TN": 1399989, + "TP": 0, + "n_pred": 0, + "n_ref": 1867 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.22510460251046024, + "FN": 7403, + "FP": 5, + "IoU": 0.12682696841112684, + "TN": 1393372, + "TP": 1076, + "n_pred": 1081, + "n_ref": 8479 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9090322671116658, + "FN": 9116, + "FP": 3858, + "IoU": 0.8332347875266717, + "TN": 1324058, + "TP": 64824, + "n_pred": 68682, + "n_ref": 73940 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 8756, + "IoU": 0.0, + "TN": 1393100, + "TP": 0, + "n_pred": 8756, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.18912221207773575, + "FN": 6217, + "FP": 0, + "IoU": 0.10443676174013253, + "TN": 1394914, + "TP": 725, + "n_pred": 725, + "n_ref": 6942 + }, + "6": { + "Dice": 0.7679424272162251, + "FN": 10876, + "FP": 24594, + "IoU": 0.6233007646559049, + "TN": 1307696, + "TP": 58690, + "n_pred": 83284, + "n_ref": 69566 + }, + "7": { + "Dice": 0.48990069146973414, + "FN": 30247, + "FP": 1548, + "IoU": 0.32441620806153454, + "TN": 1354793, + "TP": 15268, + "n_pred": 16816, + "n_ref": 45515 + }, + "8": { + "Dice": 0.9457694210786739, + "FN": 648, + "FP": 448, + "IoU": 0.897118182671548, + "TN": 1391203, + "TP": 9557, + "n_pred": 10005, + "n_ref": 10205 + }, + "9": { + "Dice": 0.6843923689349557, + "FN": 525, + "FP": 1576, + "IoU": 0.5202100936286823, + "TN": 1397477, + "TP": 2278, + "n_pred": 3854, + "n_ref": 2803 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9530095676395786, + "FN": 847, + "FP": 1481, + "IoU": 0.9102371312897629, + "TN": 1025457, + "TP": 23607, + "n_pred": 25088, + "n_ref": 24454 + }, + "10": { + "Dice": 0.6372720897615708, + "FN": 13088, + "FP": 3464, + "IoU": 0.467644410137656, + "TN": 1020300, + "TP": 14540, + "n_pred": 18004, + "n_ref": 27628 + }, + "11": { + "Dice": 0.0, + "FN": 434, + "FP": 0, + "IoU": 0.0, + "TN": 1050958, + "TP": 0, + "n_pred": 0, + "n_ref": 434 + }, + "12": { + "Dice": 0.0, + "FN": 2523, + "FP": 0, + "IoU": 0.0, + "TN": 1048869, + "TP": 0, + "n_pred": 0, + "n_ref": 2523 + }, + "13": { + "Dice": 0.5277450427832147, + "FN": 1649, + "FP": 7568, + "IoU": 0.35846036054847913, + "TN": 1037025, + "TP": 5150, + "n_pred": 12718, + "n_ref": 6799 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8983717012914093, + "FN": 64, + "FP": 117, + "IoU": 0.8154943934760448, + "TN": 1050411, + "TP": 800, + "n_pred": 917, + "n_ref": 864 + }, + "3": { + "Dice": 0.9096600107933082, + "FN": 114, + "FP": 723, + "IoU": 0.8342902395565235, + "TN": 1046341, + "TP": 4214, + "n_pred": 4937, + "n_ref": 4328 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7651162790697674, + "FN": 35, + "FP": 369, + "IoU": 0.6195856873822976, + "TN": 1050330, + "TP": 658, + "n_pred": 1027, + "n_ref": 693 + }, + "7": { + "Dice": 0.9533181604710812, + "FN": 4063, + "FP": 2398, + "IoU": 0.9108003258183425, + "TN": 978959, + "TP": 65972, + "n_pred": 68370, + "n_ref": 70035 + }, + "8": { + "Dice": 0.9527088240623302, + "FN": 784, + "FP": 521, + "IoU": 0.9096885813148788, + "TN": 1036942, + "TP": 13145, + "n_pred": 13666, + "n_ref": 13929 + }, + "9": { + "Dice": 0.8727747611519692, + "FN": 1324, + "FP": 2378, + "IoU": 0.7742682926829269, + "TN": 1034992, + "TP": 12698, + "n_pred": 15076, + "n_ref": 14022 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5738575982996812, + "FN": 897, + "FP": 1108, + "IoU": 0.40238450074515647, + "TN": 1048037, + "TP": 1350, + "n_pred": 2458, + "n_ref": 2247 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8470385570248772, + "FN": 1336, + "FP": 1683, + "IoU": 0.7346633854807524, + "TN": 1040014, + "TP": 8359, + "n_pred": 10042, + "n_ref": 9695 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9265882797176391, + "FN": 4115, + "FP": 2884, + "IoU": 0.8632179640016416, + "TN": 1000223, + "TP": 44170, + "n_pred": 47054, + "n_ref": 48285 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 129, + "IoU": 0.0, + "TN": 1051263, + "TP": 0, + "n_pred": 129, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1664, + "IoU": 0.0, + "TN": 699264, + "TP": 0, + "n_pred": 1664, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 3566, + "IoU": 0.0, + "TN": 697362, + "TP": 0, + "n_pred": 3566, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 4, + "FP": 0, + "IoU": 0.0, + "TN": 700924, + "TP": 0, + "n_pred": 0, + "n_ref": 4 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 700927, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8829329962073325, + "FN": 446, + "FP": 17, + "IoU": 0.7904028972385695, + "TN": 873951, + "TP": 1746, + "n_pred": 1763, + "n_ref": 2192 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 876154, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9860918114143921, + "FN": 818, + "FP": 1424, + "IoU": 0.9725651913216921, + "TN": 794439, + "TP": 79479, + "n_pred": 80903, + "n_ref": 80297 + }, + "7": { + "Dice": 0.0014695077149155032, + "FN": 1359, + "FP": 0, + "IoU": 0.0007352941176470588, + "TN": 874800, + "TP": 1, + "n_pred": 1, + "n_ref": 1360 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8997717368748703, + "FN": 856, + "FP": 593, + "IoU": 0.8178046020369671, + "TN": 1043439, + "TP": 6504, + "n_pred": 7097, + "n_ref": 7360 + }, + "10": { + "Dice": 0.8845820075209719, + "FN": 1216, + "FP": 380, + "IoU": 0.7930497925311203, + "TN": 1043680, + "TP": 6116, + "n_pred": 6496, + "n_ref": 7332 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3584, + "FP": 0, + "IoU": 0.0, + "TN": 1047808, + "TP": 0, + "n_pred": 0, + "n_ref": 3584 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 403, + "IoU": 0.0, + "TN": 1050989, + "TP": 0, + "n_pred": 403, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9352662052152715, + "FN": 623, + "FP": 864, + "IoU": 0.878403794259547, + "TN": 1039163, + "TP": 10742, + "n_pred": 11606, + "n_ref": 11365 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 1051376, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "5": { + "Dice": 0.15845824411134904, + "FN": 786, + "FP": 0, + "IoU": 0.08604651162790698, + "TN": 1050532, + "TP": 74, + "n_pred": 74, + "n_ref": 860 + }, + "6": { + "Dice": 0.966628127720921, + "FN": 1635, + "FP": 3041, + "IoU": 0.935411688329627, + "TN": 978995, + "TP": 67721, + "n_pred": 70762, + "n_ref": 69356 + }, + "7": { + "Dice": 0.8924199497514299, + "FN": 1519, + "FP": 6531, + "IoU": 0.8057385554670721, + "TN": 1009953, + "TP": 33389, + "n_pred": 39920, + "n_ref": 34908 + }, + "8": { + "Dice": 0.8575746381435336, + "FN": 297, + "FP": 3944, + "IoU": 0.7506614145452407, + "TN": 1034383, + "TP": 12768, + "n_pred": 16712, + "n_ref": 13065 + }, + "9": { + "Dice": 0.49577464788732395, + "FN": 69, + "FP": 2795, + "IoU": 0.3295880149812734, + "TN": 1047120, + "TP": 1408, + "n_pred": 4203, + "n_ref": 1477 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 6485, + "IoU": 0.0, + "TN": 869675, + "TP": 0, + "n_pred": 6485, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 4551, + "IoU": 0.0, + "TN": 871609, + "TP": 0, + "n_pred": 4551, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 13176, + "IoU": 0.0, + "TN": 862984, + "TP": 0, + "n_pred": 13176, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 653, + "IoU": 0.0, + "TN": 875507, + "TP": 0, + "n_pred": 653, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1433, + "IoU": 0.0, + "TN": 874727, + "TP": 0, + "n_pred": 1433, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3147, + "IoU": 0.0, + "TN": 873013, + "TP": 0, + "n_pred": 3147, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7443040062681705, + "FN": 854, + "FP": 11547, + "IoU": 0.5927422003284072, + "TN": 845710, + "TP": 18049, + "n_pred": 29596, + "n_ref": 18903 + }, + "11": { + "Dice": 0.0, + "FN": 860, + "FP": 0, + "IoU": 0.0, + "TN": 875300, + "TP": 0, + "n_pred": 0, + "n_ref": 860 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.09142382606069757, + "FN": 19480, + "FP": 4590, + "IoU": 0.04790158617143309, + "TN": 850879, + "TP": 1211, + "n_pred": 5801, + "n_ref": 20691 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7516797182707011, + "FN": 14610, + "FP": 1467, + "IoU": 0.6021529324424647, + "TN": 835750, + "TP": 24333, + "n_pred": 25800, + "n_ref": 38943 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 15201, + "IoU": 0.0, + "TN": 860959, + "TP": 0, + "n_pred": 15201, + "n_ref": 0 + }, + "4": { + "Dice": 0.8165120931078378, + "FN": 858, + "FP": 151, + "IoU": 0.6899200983405039, + "TN": 872906, + "TP": 2245, + "n_pred": 2396, + "n_ref": 3103 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8811990212071779, + "FN": 1340, + "FP": 4486, + "IoU": 0.7876280392228339, + "TN": 848727, + "TP": 21607, + "n_pred": 26093, + "n_ref": 22947 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 880, + "IoU": 0.0, + "TN": 875280, + "TP": 0, + "n_pred": 880, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.45535714285714285, + "FN": 4328, + "FP": 64, + "IoU": 0.2947976878612717, + "TN": 869932, + "TP": 1836, + "n_pred": 1900, + "n_ref": 6164 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7697516930022573, + "FN": 14, + "FP": 190, + "IoU": 0.6256880733944954, + "TN": 1050847, + "TP": 341, + "n_pred": 531, + "n_ref": 355 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 28, + "FP": 0, + "IoU": 0.0, + "TN": 1051364, + "TP": 0, + "n_pred": 0, + "n_ref": 28 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1786, + "IoU": 0.0, + "TN": 1049606, + "TP": 0, + "n_pred": 1786, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6417502278942571, + "FN": 722, + "FP": 457, + "IoU": 0.47248322147651006, + "TN": 873925, + "TP": 1056, + "n_pred": 1513, + "n_ref": 1778 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 390, + "FP": 0, + "IoU": 0.0, + "TN": 875770, + "TP": 0, + "n_pred": 0, + "n_ref": 390 + }, + "13": { + "Dice": 0.08741370154009559, + "FN": 4724, + "FP": 12460, + "IoU": 0.04570444827011717, + "TN": 858153, + "TP": 823, + "n_pred": 13283, + "n_ref": 5547 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 48, + "IoU": 0.0, + "TN": 876112, + "TP": 0, + "n_pred": 48, + "n_ref": 0 + }, + "3": { + "Dice": 0.1935483870967742, + "FN": 150, + "FP": 0, + "IoU": 0.10714285714285714, + "TN": 875992, + "TP": 18, + "n_pred": 18, + "n_ref": 168 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3080, + "IoU": 0.0, + "TN": 873080, + "TP": 0, + "n_pred": 3080, + "n_ref": 0 + }, + "10": { + "Dice": 0.40336892765829446, + "FN": 2043, + "FP": 9858, + "IoU": 0.25263752825923136, + "TN": 860236, + "TP": 4023, + "n_pred": 13881, + "n_ref": 6066 + }, + "11": { + "Dice": 0.0, + "FN": 2162, + "FP": 0, + "IoU": 0.0, + "TN": 873998, + "TP": 0, + "n_pred": 0, + "n_ref": 2162 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 2530, + "FP": 0, + "IoU": 0.0, + "TN": 873630, + "TP": 0, + "n_pred": 0, + "n_ref": 2530 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9428974618885775, + "FN": 1936, + "FP": 937, + "IoU": 0.8919640506900313, + "TN": 849567, + "TP": 23720, + "n_pred": 24657, + "n_ref": 25656 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2288, + "IoU": 0.0, + "TN": 873872, + "TP": 0, + "n_pred": 2288, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 1709, + "FP": 2, + "IoU": 0.0, + "TN": 874449, + "TP": 0, + "n_pred": 2, + "n_ref": 1709 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8640120967741935, + "FN": 38769, + "FP": 12493, + "IoU": 0.7605821279616647, + "TN": 662049, + "TP": 162849, + "n_pred": 175342, + "n_ref": 201618 + }, + "7": { + "Dice": 0.024311335867072903, + "FN": 19499, + "FP": 11564, + "IoU": 0.012305246422893481, + "TN": 844710, + "TP": 387, + "n_pred": 11951, + "n_ref": 19886 + }, + "8": { + "Dice": 0.9054527263631816, + "FN": 177, + "FP": 12, + "IoU": 0.8272394881170019, + "TN": 875066, + "TP": 905, + "n_pred": 917, + "n_ref": 1082 + }, + "9": { + "Dice": 0.7766398439405023, + "FN": 5783, + "FP": 1545, + "IoU": 0.6348415387681882, + "TN": 856092, + "TP": 12740, + "n_pred": 14285, + "n_ref": 18523 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6506694129763131, + "FN": 1121, + "FP": 5663, + "IoU": 0.48221645550297665, + "TN": 863058, + "TP": 6318, + "n_pred": 11981, + "n_ref": 7439 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 4227, + "FP": 0, + "IoU": 0.0, + "TN": 871933, + "TP": 0, + "n_pred": 0, + "n_ref": 4227 + }, + "13": { + "Dice": 0.0, + "FN": 3688, + "FP": 0, + "IoU": 0.0, + "TN": 872472, + "TP": 0, + "n_pred": 0, + "n_ref": 3688 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9329411764705883, + "FN": 68, + "FP": 46, + "IoU": 0.8743109151047409, + "TN": 875253, + "TP": 793, + "n_pred": 839, + "n_ref": 861 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9765730405985527, + "FN": 5, + "FP": 377, + "IoU": 0.9542186001917545, + "TN": 867816, + "TP": 7962, + "n_pred": 8339, + "n_ref": 7967 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 111, + "IoU": 0.0, + "TN": 876049, + "TP": 0, + "n_pred": 111, + "n_ref": 0 + }, + "8": { + "Dice": 0.9500052186619351, + "FN": 315, + "FP": 164, + "IoU": 0.9047713717693837, + "TN": 871130, + "TP": 4551, + "n_pred": 4715, + "n_ref": 4866 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1051391, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 9249, + "IoU": 0.0, + "TN": 1042143, + "TP": 0, + "n_pred": 9249, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9282168301137452, + "FN": 3060, + "FP": 1061, + "IoU": 0.8660490817487404, + "TN": 1020627, + "TP": 26644, + "n_pred": 27705, + "n_ref": 29704 + }, + "15": { + "Dice": 0.505288606829858, + "FN": 6083, + "FP": 2102, + "IoU": 0.33805095026283866, + "TN": 1039027, + "TP": 4180, + "n_pred": 6282, + "n_ref": 10263 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1230, + "IoU": 0.0, + "TN": 1050162, + "TP": 0, + "n_pred": 1230, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 23859, + "IoU": 0.0, + "TN": 1027533, + "TP": 0, + "n_pred": 23859, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 145, + "IoU": 0.0, + "TN": 1051247, + "TP": 0, + "n_pred": 145, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.35784340022921796, + "FN": 129381, + "FP": 2290, + "IoU": 0.2179106427968971, + "TN": 883034, + "TP": 36687, + "n_pred": 38977, + "n_ref": 166068 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 52461, + "IoU": 0.0, + "TN": 998931, + "TP": 0, + "n_pred": 52461, + "n_ref": 0 + }, + "8": { + "Dice": 0.24336930674958843, + "FN": 41362, + "FP": 8276, + "IoU": 0.13854323944395272, + "TN": 993771, + "TP": 7983, + "n_pred": 16259, + "n_ref": 49345 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 316, + "IoU": 0.0, + "TN": 1051076, + "TP": 0, + "n_pred": 316, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 151, + "IoU": 0.0, + "TN": 876009, + "TP": 0, + "n_pred": 151, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1336, + "IoU": 0.0, + "TN": 874824, + "TP": 0, + "n_pred": 1336, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1922, + "IoU": 0.0, + "TN": 874238, + "TP": 0, + "n_pred": 1922, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9462995191882245, + "FN": 2013, + "FP": 5269, + "IoU": 0.8980725893369539, + "TN": 804717, + "TP": 64161, + "n_pred": 69430, + "n_ref": 66174 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 12039, + "IoU": 0.0, + "TN": 864121, + "TP": 0, + "n_pred": 12039, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.713328534248851, + "FN": 4647, + "FP": 530, + "IoU": 0.554398347391978, + "TN": 864542, + "TP": 6441, + "n_pred": 6971, + "n_ref": 11088 + }, + "10": { + "Dice": 0.18205660583542782, + "FN": 3023, + "FP": 4462, + "IoU": 0.1001442654484251, + "TN": 867842, + "TP": 833, + "n_pred": 5295, + "n_ref": 3856 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4720, + "IoU": 0.0, + "TN": 871440, + "TP": 0, + "n_pred": 4720, + "n_ref": 0 + }, + "3": { + "Dice": 0.7919083859380018, + "FN": 29075, + "FP": 2670, + "IoU": 0.6555035865825999, + "TN": 784011, + "TP": 60404, + "n_pred": 63074, + "n_ref": 89479 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 339, + "IoU": 0.0, + "TN": 875821, + "TP": 0, + "n_pred": 339, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7447236577379779, + "FN": 2592, + "FP": 10350, + "IoU": 0.593274670018856, + "TN": 844340, + "TP": 18878, + "n_pred": 29228, + "n_ref": 21470 + }, + "7": { + "Dice": 0.25127820573999593, + "FN": 10179, + "FP": 804, + "IoU": 0.14369249961016684, + "TN": 863334, + "TP": 1843, + "n_pred": 2647, + "n_ref": 12022 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8766921718658034, + "FN": 1833, + "FP": 681, + "IoU": 0.7804558553838092, + "TN": 1215173, + "TP": 8937, + "n_pred": 9618, + "n_ref": 10770 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9856026371815123, + "FN": 1854, + "FP": 3387, + "IoU": 0.9716139585014597, + "TN": 1041991, + "TP": 179392, + "n_pred": 182779, + "n_ref": 181246 + }, + "7": { + "Dice": 0.0, + "FN": 14, + "FP": 1069, + "IoU": 0.0, + "TN": 1225541, + "TP": 0, + "n_pred": 1069, + "n_ref": 14 + }, + "8": { + "Dice": 0.9451407211961301, + "FN": 77, + "FP": 921, + "IoU": 0.8959874934861908, + "TN": 1217029, + "TP": 8597, + "n_pred": 9518, + "n_ref": 8674 + }, + "9": { + "Dice": 0.9575035283048455, + "FN": 81, + "FP": 461, + "IoU": 0.9184717208182912, + "TN": 1219976, + "TP": 6106, + "n_pred": 6567, + "n_ref": 6187 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 151, + "IoU": 0.0, + "TN": 1051241, + "TP": 0, + "n_pred": 151, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7564738666485421, + "FN": 3582, + "FP": 1, + "IoU": 0.6083296895496283, + "TN": 1042244, + "TP": 5565, + "n_pred": 5566, + "n_ref": 9147 + }, + "14": { + "Dice": 0.8978028122346704, + "FN": 2364, + "FP": 2571, + "IoU": 0.8145573425522321, + "TN": 1024780, + "TP": 21677, + "n_pred": 24248, + "n_ref": 24041 + }, + "15": { + "Dice": 0.6827442827442828, + "FN": 3112, + "FP": 703, + "IoU": 0.5183080808080808, + "TN": 1043472, + "TP": 4105, + "n_pred": 4808, + "n_ref": 7217 + }, + "2": { + "Dice": 0.8881839809674861, + "FN": 544, + "FP": 20, + "IoU": 0.7988587731811697, + "TN": 1048588, + "TP": 2240, + "n_pred": 2260, + "n_ref": 2784 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 248, + "IoU": 0.0, + "TN": 1051144, + "TP": 0, + "n_pred": 248, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 21, + "FP": 0, + "IoU": 0.0, + "TN": 1051371, + "TP": 0, + "n_pred": 0, + "n_ref": 21 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0392.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.3474877834878091, + "FN": 1365.5244444444443, + "FP": 1314.0800000000002, + "IoU": 0.2971541477691582, + "TN": 898975.42, + "TP": 3710.3088888888888, + "n_pred": 5024.388888888889, + "n_ref": 5075.833333333333 + }, + "mean": { + "1": { + "Dice": 0.4204982087778131, + "FN": 4899.0, + "FP": 441.7, + "IoU": 0.3858141430383716, + "TN": 895663.4333333333, + "TP": 4361.2, + "n_pred": 4802.9, + "n_ref": 9260.2 + }, + "10": { + "Dice": 0.4295534934836831, + "FN": 733.1, + "FP": 910.8666666666667, + "IoU": 0.3301127473016447, + "TN": 902577.8666666667, + "TP": 1143.5, + "n_pred": 2054.366666666667, + "n_ref": 1876.6 + }, + "11": { + "Dice": 0.0, + "FN": 159.43333333333334, + "FP": 0.0, + "IoU": 0.0, + "TN": 905205.9, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 159.43333333333334 + }, + "12": { + "Dice": 0.0, + "FN": 272.53333333333336, + "FP": 0.0, + "IoU": 0.0, + "TN": 905092.8, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 272.53333333333336 + }, + "13": { + "Dice": 0.13648374347844833, + "FN": 1049.7666666666667, + "FP": 401.3333333333333, + "IoU": 0.10521951973237256, + "TN": 903095.1666666666, + "TP": 819.0666666666667, + "n_pred": 1220.4, + "n_ref": 1868.8333333333333 + }, + "14": { + "Dice": 0.49796172514553, + "FN": 1038.1666666666667, + "FP": 863.2333333333333, + "IoU": 0.4097060548429626, + "TN": 900222.9, + "TP": 3241.0333333333333, + "n_pred": 4104.266666666666, + "n_ref": 4279.2 + }, + "15": { + "Dice": 0.3116521362379934, + "FN": 1447.3, + "FP": 402.9, + "IoU": 0.22039341924323677, + "TN": 902983.1, + "TP": 532.0333333333333, + "n_pred": 934.9333333333333, + "n_ref": 1979.3333333333333 + }, + "2": { + "Dice": 0.5747105567907196, + "FN": 2730.0333333333333, + "FP": 810.1, + "IoU": 0.529313977447587, + "TN": 898074.4333333333, + "TP": 3750.766666666667, + "n_pred": 4560.866666666667, + "n_ref": 6480.8 + }, + "3": { + "Dice": 0.26095064952118674, + "FN": 723.6666666666666, + "FP": 2293.4333333333334, + "IoU": 0.23111077103221622, + "TN": 899220.6666666666, + "TP": 3127.5666666666666, + "n_pred": 5421.0, + "n_ref": 3851.233333333333 + }, + "4": { + "Dice": 0.3554039756469775, + "FN": 257.23333333333335, + "FP": 345.8666666666667, + "IoU": 0.305872943543855, + "TN": 904042.8333333334, + "TP": 719.4, + "n_pred": 1065.2666666666667, + "n_ref": 976.6333333333333 + }, + "5": { + "Dice": 0.018360004962163504, + "FN": 545.7333333333333, + "FP": 0.0, + "IoU": 0.009439979589233321, + "TN": 904814.6666666666, + "TP": 4.933333333333334, + "n_pred": 4.933333333333334, + "n_ref": 550.6666666666666 + }, + "6": { + "Dice": 0.6192473165482862, + "FN": 1649.5, + "FP": 9892.533333333333, + "IoU": 0.5666420496480317, + "TN": 867183.8, + "TP": 26639.5, + "n_pred": 36532.03333333333, + "n_ref": 28289.0 + }, + "7": { + "Dice": 0.35279998904600574, + "FN": 3749.6666666666665, + "FP": 2345.3333333333335, + "IoU": 0.2902014758955448, + "TN": 893315.8666666667, + "TP": 5954.466666666666, + "n_pred": 8299.8, + "n_ref": 9704.133333333333 + }, + "8": { + "Dice": 0.7702029804688066, + "FN": 807.8, + "FP": 361.4, + "IoU": 0.6964649910085435, + "TN": 900732.2, + "TP": 3463.9333333333334, + "n_pred": 3825.3333333333335, + "n_ref": 4271.733333333334 + }, + "9": { + "Dice": 0.46449197220952204, + "FN": 419.93333333333334, + "FP": 642.5, + "IoU": 0.3770201442137726, + "TN": 902405.6666666666, + "TP": 1897.2333333333333, + "n_pred": 2539.733333333333, + "n_ref": 2317.1666666666665 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 876157, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.968896080546566, + "FN": 1212, + "FP": 1902, + "IoU": 0.9396687009590236, + "TN": 824545, + "TP": 48501, + "n_pred": 50403, + "n_ref": 49713 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1263, + "IoU": 0.0, + "TN": 874897, + "TP": 0, + "n_pred": 1263, + "n_ref": 0 + }, + "7": { + "Dice": 0.9253150855821974, + "FN": 3043, + "FP": 1028, + "IoU": 0.8610105838170024, + "TN": 846870, + "TP": 25219, + "n_pred": 26247, + "n_ref": 28262 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 1953, + "FP": 0, + "IoU": 0.0, + "TN": 874207, + "TP": 0, + "n_pred": 0, + "n_ref": 1953 + }, + "6": { + "Dice": 0.9445361175869541, + "FN": 5216, + "FP": 4229, + "IoU": 0.8949014109582943, + "TN": 786292, + "TP": 80423, + "n_pred": 84652, + "n_ref": 85639 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.849905303030303, + "FN": 372, + "FP": 262, + "IoU": 0.7389872375463153, + "TN": 873731, + "TP": 1795, + "n_pred": 2057, + "n_ref": 2167 + }, + "9": { + "Dice": 0.8375379499783143, + "FN": 4044, + "FP": 4946, + "IoU": 0.7204862730466686, + "TN": 843997, + "TP": 23173, + "n_pred": 28119, + "n_ref": 27217 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.5663366336633663, + "FN": 438, + "FP": 0, + "IoU": 0.39502762430939226, + "TN": 700204, + "TP": 286, + "n_pred": 286, + "n_ref": 724 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.02640320245294268, + "FN": 125396, + "FP": 345, + "IoU": 0.013378215087174176, + "TN": 748714, + "TP": 1705, + "n_pred": 2050, + "n_ref": 127101 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 124390, + "IoU": 0.0, + "TN": 751770, + "TP": 0, + "n_pred": 124390, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 876145, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6853256979241231, + "FN": 587, + "FP": 3809, + "IoU": 0.5212893389959709, + "TN": 866977, + "TP": 4787, + "n_pred": 8596, + "n_ref": 5374 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9596952928222746, + "FN": 4163, + "FP": 4366, + "IoU": 0.9225136502802737, + "TN": 766089, + "TP": 101542, + "n_pred": 105908, + "n_ref": 105705 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 628, + "FP": 614, + "IoU": 0.0, + "TN": 874918, + "TP": 0, + "n_pred": 614, + "n_ref": 628 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9459072264446857, + "FN": 2808, + "FP": 4366, + "IoU": 0.8973661998025723, + "TN": 631029, + "TP": 62725, + "n_pred": 67091, + "n_ref": 65533 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 1051390, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9378911892152143, + "FN": 103, + "FP": 155, + "IoU": 0.8830462375339981, + "TN": 1049186, + "TP": 1948, + "n_pred": 2103, + "n_ref": 2051 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 151, + "IoU": 0.0, + "TN": 1051241, + "TP": 0, + "n_pred": 151, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8847493036211699, + "FN": 1107, + "FP": 2203, + "IoU": 0.7933187636590696, + "TN": 1035377, + "TP": 12705, + "n_pred": 14908, + "n_ref": 13812 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3266, + "FP": 0, + "IoU": 0.0, + "TN": 1048126, + "TP": 0, + "n_pred": 0, + "n_ref": 3266 + }, + "13": { + "Dice": 0.0, + "FN": 67, + "FP": 866, + "IoU": 0.0, + "TN": 1050459, + "TP": 0, + "n_pred": 866, + "n_ref": 67 + }, + "14": { + "Dice": 0.9473834145229753, + "FN": 993, + "FP": 854, + "IoU": 0.9000270635994587, + "TN": 1032917, + "TP": 16628, + "n_pred": 17482, + "n_ref": 17621 + }, + "15": { + "Dice": 0.6878870448352737, + "FN": 2334, + "FP": 186, + "IoU": 0.5242590145365301, + "TN": 1046095, + "TP": 2777, + "n_pred": 2963, + "n_ref": 5111 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9474648587807241, + "FN": 1504, + "FP": 503, + "IoU": 0.9001740860482467, + "TN": 1031287, + "TP": 18098, + "n_pred": 18601, + "n_ref": 19602 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 9341, + "FP": 0, + "IoU": 0.0, + "TN": 1042051, + "TP": 0, + "n_pred": 0, + "n_ref": 9341 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2827, + "IoU": 0.0, + "TN": 1048565, + "TP": 0, + "n_pred": 2827, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1084, + "IoU": 0.0, + "TN": 1050308, + "TP": 0, + "n_pred": 1084, + "n_ref": 0 + }, + "8": { + "Dice": 0.9438818611693199, + "FN": 2894, + "FP": 2221, + "IoU": 0.8937275352683302, + "TN": 1003261, + "TP": 43016, + "n_pred": 45237, + "n_ref": 45910 + }, + "9": { + "Dice": 0.2820919175911252, + "FN": 220, + "FP": 686, + "IoU": 0.16420664206642066, + "TN": 1050308, + "TP": 178, + "n_pred": 864, + "n_ref": 398 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5770862800565771, + "FN": 2468, + "FP": 522, + "IoU": 0.40556660039761433, + "TN": 871130, + "TP": 2040, + "n_pred": 2562, + "n_ref": 4508 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 414, + "FP": 0, + "IoU": 0.0, + "TN": 875746, + "TP": 0, + "n_pred": 0, + "n_ref": 414 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 876159, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.05508001488649051, + "FN": 5078, + "FP": 0, + "IoU": 0.028319938767699962, + "TN": 870934, + "TP": 148, + "n_pred": 148, + "n_ref": 5226 + }, + "6": { + "Dice": 0.8870127267261249, + "FN": 6956, + "FP": 2064, + "IoU": 0.7969657407824247, + "TN": 831734, + "TP": 35406, + "n_pred": 37470, + "n_ref": 42362 + }, + "7": { + "Dice": 0.9252895670385092, + "FN": 2203, + "FP": 1293, + "IoU": 0.8609663949095248, + "TN": 851015, + "TP": 21649, + "n_pred": 22942, + "n_ref": 23852 + }, + "8": { + "Dice": 0.9177196874698563, + "FN": 748, + "FP": 2664, + "IoU": 0.8479500891265597, + "TN": 853720, + "TP": 19028, + "n_pred": 21692, + "n_ref": 19776 + }, + "9": { + "Dice": 0.7126436781609196, + "FN": 104, + "FP": 96, + "IoU": 0.5535714285714286, + "TN": 875712, + "TP": 248, + "n_pred": 344, + "n_ref": 352 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9359676267555344, + "FN": 127, + "FP": 142, + "IoU": 0.8796420581655481, + "TN": 698693, + "TP": 1966, + "n_pred": 2108, + "n_ref": 2093 + }, + "10": { + "Dice": 0.779489707876248, + "FN": 744, + "FP": 1045, + "IoU": 0.6386588567966067, + "TN": 695977, + "TP": 3162, + "n_pred": 4207, + "n_ref": 3906 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2998, + "FP": 0, + "IoU": 0.0, + "TN": 697930, + "TP": 0, + "n_pred": 0, + "n_ref": 2998 + }, + "13": { + "Dice": 0.0, + "FN": 1385, + "FP": 164, + "IoU": 0.0, + "TN": 699379, + "TP": 0, + "n_pred": 164, + "n_ref": 1385 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 38, + "IoU": 0.0, + "TN": 700890, + "TP": 0, + "n_pred": 38, + "n_ref": 0 + }, + "3": { + "Dice": 0.9444499195164416, + "FN": 667, + "FP": 1024, + "IoU": 0.8947466699863065, + "TN": 684862, + "TP": 14375, + "n_pred": 15399, + "n_ref": 15042 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8637823945170272, + "FN": 147, + "FP": 1125, + "IoU": 0.7602262016965127, + "TN": 695623, + "TP": 4033, + "n_pred": 5158, + "n_ref": 4180 + }, + "8": { + "Dice": 0.9538139583551324, + "FN": 1115, + "FP": 1092, + "IoU": 0.9117058729396703, + "TN": 675932, + "TP": 22789, + "n_pred": 23881, + "n_ref": 23904 + }, + "9": { + "Dice": 0.0, + "FN": 2, + "FP": 0, + "IoU": 0.0, + "TN": 700926, + "TP": 0, + "n_pred": 0, + "n_ref": 2 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9467301862278042, + "FN": 46, + "FP": 200, + "IoU": 0.8988486842105263, + "TN": 873728, + "TP": 2186, + "n_pred": 2386, + "n_ref": 2232 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 876156, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 126, + "IoU": 0.0, + "TN": 876034, + "TP": 0, + "n_pred": 126, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 499, + "IoU": 0.0, + "TN": 875661, + "TP": 0, + "n_pred": 499, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2506, + "IoU": 0.0, + "TN": 873654, + "TP": 0, + "n_pred": 2506, + "n_ref": 0 + }, + "10": { + "Dice": 0.2897270001578034, + "FN": 9171, + "FP": 4332, + "IoU": 0.16940394906809375, + "TN": 859903, + "TP": 2754, + "n_pred": 7086, + "n_ref": 11925 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5860456051451959, + "FN": 9161, + "FP": 7831, + "IoU": 0.41447277739490007, + "TN": 847140, + "TP": 12028, + "n_pred": 19859, + "n_ref": 21189 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8890866964250651, + "FN": 8140, + "FP": 333, + "IoU": 0.800320505267127, + "TN": 833727, + "TP": 33960, + "n_pred": 34293, + "n_ref": 42100 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5356, + "IoU": 0.0, + "TN": 870804, + "TP": 0, + "n_pred": 5356, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9012152751437544, + "FN": 6084, + "FP": 427, + "IoU": 0.8201927591063489, + "TN": 839949, + "TP": 29700, + "n_pred": 30127, + "n_ref": 35784 + }, + "7": { + "Dice": 0.0, + "FN": 273, + "FP": 0, + "IoU": 0.0, + "TN": 875887, + "TP": 0, + "n_pred": 0, + "n_ref": 273 + }, + "8": { + "Dice": 0.8849951080672418, + "FN": 223, + "FP": 2363, + "IoU": 0.7937141033822591, + "TN": 863624, + "TP": 9950, + "n_pred": 12313, + "n_ref": 10173 + }, + "9": { + "Dice": 0.8808873476949386, + "FN": 1995, + "FP": 3020, + "IoU": 0.7871301837938792, + "TN": 852601, + "TP": 18544, + "n_pred": 21564, + "n_ref": 20539 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3637, + "IoU": 0.0, + "TN": 872523, + "TP": 0, + "n_pred": 3637, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 899, + "FP": 0, + "IoU": 0.0, + "TN": 875261, + "TP": 0, + "n_pred": 0, + "n_ref": 899 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9632950406276268, + "FN": 181, + "FP": 212, + "IoU": 0.9291891891891891, + "TN": 870610, + "TP": 5157, + "n_pred": 5369, + "n_ref": 5338 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8512696493349455, + "FN": 4080, + "FP": 963, + "IoU": 0.7410526315789474, + "TN": 856685, + "TP": 14432, + "n_pred": 15395, + "n_ref": 18512 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 559, + "IoU": 0.0, + "TN": 875601, + "TP": 0, + "n_pred": 559, + "n_ref": 0 + }, + "8": { + "Dice": 0.8017464238524732, + "FN": 1371, + "FP": 2080, + "IoU": 0.6690957905839486, + "TN": 865731, + "TP": 6978, + "n_pred": 9058, + "n_ref": 8349 + }, + "9": { + "Dice": 0.6655968619060355, + "FN": 752, + "FP": 2999, + "IoU": 0.49879743452699093, + "TN": 868676, + "TP": 3733, + "n_pred": 6732, + "n_ref": 4485 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 31, + "FP": 0, + "IoU": 0.0, + "TN": 1051361, + "TP": 0, + "n_pred": 0, + "n_ref": 31 + }, + "10": { + "Dice": 0.536996336996337, + "FN": 211, + "FP": 3581, + "IoU": 0.3670505758637957, + "TN": 1045401, + "TP": 2199, + "n_pred": 5780, + "n_ref": 2410 + }, + "11": { + "Dice": 0.0, + "FN": 3880, + "FP": 0, + "IoU": 0.0, + "TN": 1047512, + "TP": 0, + "n_pred": 0, + "n_ref": 3880 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7787918296392873, + "FN": 4588, + "FP": 2538, + "IoU": 0.6377224199288256, + "TN": 1031722, + "TP": 12544, + "n_pred": 15082, + "n_ref": 17132 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.967113187575282, + "FN": 332, + "FP": 569, + "IoU": 0.9363205880274225, + "TN": 1037243, + "TP": 13248, + "n_pred": 13817, + "n_ref": 13580 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.736179501497538, + "FN": 5103, + "FP": 94, + "IoU": 0.5825032133676092, + "TN": 1038944, + "TP": 7251, + "n_pred": 7345, + "n_ref": 12354 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9549490326607032, + "FN": 2056, + "FP": 8772, + "IoU": 0.9137822580003025, + "TN": 925803, + "TP": 114761, + "n_pred": 123533, + "n_ref": 116817 + }, + "7": { + "Dice": 0.0, + "FN": 1, + "FP": 5402, + "IoU": 0.0, + "TN": 1045989, + "TP": 0, + "n_pred": 5402, + "n_ref": 1 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8016699945543656, + "FN": 4853, + "FP": 610, + "IoU": 0.6689893359185652, + "TN": 1034888, + "TP": 11041, + "n_pred": 11651, + "n_ref": 15894 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8641081285087512, + "FN": 9145, + "FP": 2377, + "IoU": 0.7607309729000103, + "TN": 1003237, + "TP": 36633, + "n_pred": 39010, + "n_ref": 45778 + }, + "10": { + "Dice": 0.15878378378378377, + "FN": 994, + "FP": 2, + "IoU": 0.08623853211009175, + "TN": 1050302, + "TP": 94, + "n_pred": 96, + "n_ref": 1088 + }, + "11": { + "Dice": 0.0, + "FN": 4, + "FP": 0, + "IoU": 0.0, + "TN": 1051388, + "TP": 0, + "n_pred": 0, + "n_ref": 4 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7483693216710096, + "FN": 2386, + "FP": 12775, + "IoU": 0.5979154511218374, + "TN": 1013686, + "TP": 22545, + "n_pred": 35320, + "n_ref": 24931 + }, + "15": { + "Dice": 0.04956896551724138, + "FN": 13, + "FP": 1751, + "IoU": 0.02541436464088398, + "TN": 1049582, + "TP": 46, + "n_pred": 1797, + "n_ref": 59 + }, + "2": { + "Dice": 0.9519583053821147, + "FN": 737, + "FP": 194, + "IoU": 0.9083210241260463, + "TN": 1041237, + "TP": 9224, + "n_pred": 9418, + "n_ref": 9961 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 177, + "IoU": 0.0, + "TN": 1051215, + "TP": 0, + "n_pred": 177, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 241, + "IoU": 0.0, + "TN": 1051151, + "TP": 0, + "n_pred": 241, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.3658727730051276, + "FN": 1083, + "FP": 83878, + "IoU": 0.22389491280795829, + "TN": 941921, + "TP": 24510, + "n_pred": 108388, + "n_ref": 25593 + }, + "7": { + "Dice": 0.8492279424755309, + "FN": 15818, + "FP": 1250, + "IoU": 0.7379636452959961, + "TN": 986256, + "TP": 48068, + "n_pred": 49318, + "n_ref": 63886 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 395, + "IoU": 0.0, + "TN": 1050997, + "TP": 0, + "n_pred": 395, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6517565617073752, + "FN": 24235, + "FP": 616, + "IoU": 0.48341163264457654, + "TN": 1003286, + "TP": 23255, + "n_pred": 23871, + "n_ref": 47490 + }, + "15": { + "Dice": 0.483727420145567, + "FN": 24795, + "FP": 2585, + "IoU": 0.31902405053846344, + "TN": 1011185, + "TP": 12827, + "n_pred": 15412, + "n_ref": 37622 + }, + "2": { + "Dice": 0.0, + "FN": 1, + "FP": 0, + "IoU": 0.0, + "TN": 1051391, + "TP": 0, + "n_pred": 0, + "n_ref": 1 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 41, + "IoU": 0.0, + "TN": 1051351, + "TP": 0, + "n_pred": 41, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 162, + "FP": 0, + "IoU": 0.0, + "TN": 1051230, + "TP": 0, + "n_pred": 0, + "n_ref": 162 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9651849941563465, + "FN": 1149, + "FP": 5196, + "IoU": 0.9327125995524778, + "TN": 957095, + "TP": 87952, + "n_pred": 93148, + "n_ref": 89101 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 876153, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8632507634882932, + "FN": 338, + "FP": 65, + "IoU": 0.7594029850746269, + "TN": 874485, + "TP": 1272, + "n_pred": 1337, + "n_ref": 1610 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.941733800818992, + "FN": 1240, + "FP": 937, + "IoU": 0.8898836621143146, + "TN": 856390, + "TP": 17593, + "n_pred": 18530, + "n_ref": 18833 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 165, + "IoU": 0.0, + "TN": 1051227, + "TP": 0, + "n_pred": 165, + "n_ref": 0 + }, + "14": { + "Dice": 0.8824838968209208, + "FN": 2506, + "FP": 5412, + "IoU": 0.7896833829154272, + "TN": 1013744, + "TP": 29730, + "n_pred": 35142, + "n_ref": 32236 + }, + "15": { + "Dice": 0.025425114453891434, + "FN": 16277, + "FP": 7565, + "IoU": 0.012876247257069515, + "TN": 1027239, + "TP": 311, + "n_pred": 7876, + "n_ref": 16588 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 803, + "IoU": 0.0, + "TN": 1050589, + "TP": 0, + "n_pred": 803, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9157314510052742, + "FN": 3283, + "FP": 967, + "IoU": 0.844561480506181, + "TN": 673586, + "TP": 23092, + "n_pred": 24059, + "n_ref": 26375 + }, + "10": { + "Dice": 0.4084507042253521, + "FN": 168, + "FP": 0, + "IoU": 0.25663716814159293, + "TN": 700702, + "TP": 58, + "n_pred": 58, + "n_ref": 226 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2220, + "IoU": 0.0, + "TN": 698708, + "TP": 0, + "n_pred": 2220, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9615016738402679, + "FN": 784, + "FP": 504, + "IoU": 0.9258577020492746, + "TN": 683556, + "TP": 16084, + "n_pred": 16588, + "n_ref": 16868 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3582, + "IoU": 0.0, + "TN": 697346, + "TP": 0, + "n_pred": 3582, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9259326265513623, + "FN": 4299, + "FP": 7983, + "IoU": 0.8620805821317882, + "TN": 611876, + "TP": 76770, + "n_pred": 84753, + "n_ref": 81069 + }, + "7": { + "Dice": 0.47811068198719026, + "FN": 42454, + "FP": 1058, + "IoU": 0.31415601405986476, + "TN": 637485, + "TP": 19931, + "n_pred": 20989, + "n_ref": 62385 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 5, + "FP": 6172, + "IoU": 0.0, + "TN": 1220447, + "TP": 0, + "n_pred": 6172, + "n_ref": 5 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 14375, + "FP": 160, + "IoU": 0.0, + "TN": 1212089, + "TP": 0, + "n_pred": 160, + "n_ref": 14375 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 1226622, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.08420296792723792, + "FN": 38226, + "FP": 36, + "IoU": 0.043951925239249394, + "TN": 1186603, + "TP": 1759, + "n_pred": 1795, + "n_ref": 39985 + }, + "3": { + "Dice": 0.0, + "FN": 2, + "FP": 471, + "IoU": 0.0, + "TN": 1226151, + "TP": 0, + "n_pred": 471, + "n_ref": 2 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 8294, + "IoU": 0.0, + "TN": 1218330, + "TP": 0, + "n_pred": 8294, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.2813651658388079, + "FN": 573, + "FP": 3912, + "IoU": 0.16371433898937163, + "TN": 1221261, + "TP": 878, + "n_pred": 4790, + "n_ref": 1451 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 18332, + "IoU": 0.0, + "TN": 1208292, + "TP": 0, + "n_pred": 18332, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 8, + "FP": 571, + "IoU": 0.0, + "TN": 1050813, + "TP": 0, + "n_pred": 571, + "n_ref": 8 + }, + "10": { + "Dice": 0.6635083828915096, + "FN": 6356, + "FP": 3659, + "IoU": 0.49645532706521195, + "TN": 1031503, + "TP": 9874, + "n_pred": 13533, + "n_ref": 16230 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 208, + "FP": 0, + "IoU": 0.0, + "TN": 1051184, + "TP": 0, + "n_pred": 0, + "n_ref": 208 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 272, + "IoU": 0.0, + "TN": 1051120, + "TP": 0, + "n_pred": 272, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5667670637051057, + "FN": 33397, + "FP": 14214, + "IoU": 0.39544658049114967, + "TN": 972638, + "TP": 31143, + "n_pred": 45357, + "n_ref": 64540 + }, + "3": { + "Dice": 0.39298568187152805, + "FN": 11289, + "FP": 50777, + "IoU": 0.24454398286208115, + "TN": 969235, + "TP": 20091, + "n_pred": 70868, + "n_ref": 31380 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8975507651465839, + "FN": 5905, + "FP": 10149, + "IoU": 0.814142489985876, + "TN": 965014, + "TP": 70324, + "n_pred": 80473, + "n_ref": 76229 + }, + "7": { + "Dice": 0.6423040384917679, + "FN": 43132, + "FP": 9205, + "IoU": 0.47308385433970623, + "TN": 952065, + "TP": 46990, + "n_pred": 56195, + "n_ref": 90122 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8086400386146977, + "FN": 7722, + "FP": 207, + "IoU": 0.6787537476703671, + "TN": 676246, + "TP": 16753, + "n_pred": 16960, + "n_ref": 24475 + }, + "10": { + "Dice": 0.0, + "FN": 624, + "FP": 5474, + "IoU": 0.0, + "TN": 694830, + "TP": 0, + "n_pred": 5474, + "n_ref": 624 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1290, + "FP": 0, + "IoU": 0.0, + "TN": 699638, + "TP": 0, + "n_pred": 0, + "n_ref": 1290 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 700891, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 8048, + "IoU": 0.0, + "TN": 692880, + "TP": 0, + "n_pred": 8048, + "n_ref": 0 + }, + "3": { + "Dice": 0.8465073340855472, + "FN": 8248, + "FP": 6716, + "IoU": 0.7338645134899603, + "TN": 644701, + "TP": 41263, + "n_pred": 47979, + "n_ref": 49511 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 515, + "IoU": 0.0, + "TN": 700413, + "TP": 0, + "n_pred": 515, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 24955, + "IoU": 0.0, + "TN": 675973, + "TP": 0, + "n_pred": 24955, + "n_ref": 0 + }, + "7": { + "Dice": 0.4244505020530693, + "FN": 4840, + "FP": 28520, + "IoU": 0.2693983925012593, + "TN": 655267, + "TP": 12301, + "n_pred": 40821, + "n_ref": 17141 + }, + "8": { + "Dice": 0.03935852133731992, + "FN": 17511, + "FP": 160, + "IoU": 0.02007430821272112, + "TN": 682895, + "TP": 362, + "n_pred": 522, + "n_ref": 17873 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 6304, + "IoU": 0.0, + "TN": 694624, + "TP": 0, + "n_pred": 6304, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8558504221954162, + "FN": 145, + "FP": 333, + "IoU": 0.7480231945176594, + "TN": 874263, + "TP": 1419, + "n_pred": 1752, + "n_ref": 1564 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 1917, + "FP": 0, + "IoU": 0.0, + "TN": 874243, + "TP": 0, + "n_pred": 0, + "n_ref": 1917 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 209, + "IoU": 0.0, + "TN": 875951, + "TP": 0, + "n_pred": 209, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8883975645430117, + "FN": 2114, + "FP": 1167, + "IoU": 0.7992044063647491, + "TN": 859820, + "TP": 13059, + "n_pred": 14226, + "n_ref": 15173 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9434735681807743, + "FN": 3873, + "FP": 5973, + "IoU": 0.8929957072216487, + "TN": 784145, + "TP": 82169, + "n_pred": 88142, + "n_ref": 86042 + }, + "7": { + "Dice": 0.5363196125907991, + "FN": 579, + "FP": 187, + "IoU": 0.3664185277088503, + "TN": 874951, + "TP": 443, + "n_pred": 630, + "n_ref": 1022 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0400.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.344781851683213, + "FN": 1441.362222222222, + "FP": 1240.3333333333333, + "IoU": 0.2847390644814651, + "TN": 916316.7688888888, + "TP": 3890.068888888889, + "n_pred": 5130.402222222223, + "n_ref": 5331.431111111111 + }, + "mean": { + "1": { + "Dice": 0.4825650453876855, + "FN": 1482.3666666666666, + "FP": 462.6666666666667, + "IoU": 0.4329387039944593, + "TN": 918181.0666666667, + "TP": 2762.4333333333334, + "n_pred": 3225.1, + "n_ref": 4244.8 + }, + "10": { + "Dice": 0.45908464562423706, + "FN": 1254.8333333333333, + "FP": 843.5, + "IoU": 0.34837078617758627, + "TN": 918491.7, + "TP": 2298.5, + "n_pred": 3142.0, + "n_ref": 3553.3333333333335 + }, + "11": { + "Dice": 0.0, + "FN": 223.5, + "FP": 0.0, + "IoU": 0.0, + "TN": 922665.0333333333, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 223.5 + }, + "12": { + "Dice": 0.0, + "FN": 357.6, + "FP": 0.0, + "IoU": 0.0, + "TN": 922530.9333333333, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 357.6 + }, + "13": { + "Dice": 0.3356458141002978, + "FN": 1750.1, + "FP": 958.8333333333334, + "IoU": 0.23303755830125095, + "TN": 919015.0666666667, + "TP": 1164.5333333333333, + "n_pred": 2123.366666666667, + "n_ref": 2914.633333333333 + }, + "14": { + "Dice": 0.3311648283632175, + "FN": 265.9, + "FP": 81.76666666666667, + "IoU": 0.2863517200255109, + "TN": 922049.6333333333, + "TP": 491.23333333333335, + "n_pred": 573.0, + "n_ref": 757.1333333333333 + }, + "15": { + "Dice": 0.10341116969762186, + "FN": 555.4666666666667, + "FP": 0.0, + "IoU": 0.05452482269503546, + "TN": 922301.0333333333, + "TP": 32.03333333333333, + "n_pred": 32.03333333333333, + "n_ref": 587.5 + }, + "2": { + "Dice": 0.45063244094508714, + "FN": 522.7666666666667, + "FP": 803.0333333333333, + "IoU": 0.413799646057594, + "TN": 917735.6333333333, + "TP": 3827.1, + "n_pred": 4630.133333333333, + "n_ref": 4349.866666666667 + }, + "3": { + "Dice": 0.4816380271896717, + "FN": 5959.733333333334, + "FP": 355.8666666666667, + "IoU": 0.4036444364099371, + "TN": 913632.5666666667, + "TP": 2940.366666666667, + "n_pred": 3296.233333333333, + "n_ref": 8900.1 + }, + "4": { + "Dice": 0.23039367661803625, + "FN": 3250.6, + "FP": 662.2333333333333, + "IoU": 0.16571358872106964, + "TN": 918047.1333333333, + "TP": 928.5666666666667, + "n_pred": 1590.8, + "n_ref": 4179.166666666667 + }, + "5": { + "Dice": 0.16518198014762026, + "FN": 58.03333333333333, + "FP": 32.03333333333333, + "IoU": 0.0989329268292683, + "TN": 922776.8333333334, + "TP": 21.633333333333333, + "n_pred": 53.666666666666664, + "n_ref": 79.66666666666667 + }, + "6": { + "Dice": 0.645850052440294, + "FN": 1414.8333333333333, + "FP": 9866.766666666666, + "IoU": 0.5912853344183074, + "TN": 875957.9, + "TP": 35649.03333333333, + "n_pred": 45515.8, + "n_ref": 37063.86666666667 + }, + "7": { + "Dice": 0.31175206934067, + "FN": 3572.1, + "FP": 4046.9, + "IoU": 0.24695221927425998, + "TN": 910173.2666666667, + "TP": 5096.266666666666, + "n_pred": 9143.166666666666, + "n_ref": 8668.366666666667 + }, + "8": { + "Dice": 0.5443350374139072, + "FN": 454.2, + "FP": 147.96666666666667, + "IoU": 0.4618305339451533, + "TN": 921133.3666666667, + "TP": 1153.0, + "n_pred": 1300.9666666666667, + "n_ref": 1607.2 + }, + "9": { + "Dice": 0.6300729879798487, + "FN": 498.4, + "FP": 343.43333333333334, + "IoU": 0.5337036903725442, + "TN": 920060.3666666667, + "TP": 1986.3333333333333, + "n_pred": 2329.766666666667, + "n_ref": 2484.733333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.32823142880038464, + "FN": 8289, + "FP": 94, + "IoU": 0.1963378391333525, + "TN": 1040961, + "TP": 2048, + "n_pred": 2142, + "n_ref": 10337 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 639, + "IoU": 0.0, + "TN": 1050753, + "TP": 0, + "n_pred": 639, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 156047, + "FP": 0, + "IoU": 0.0, + "TN": 895345, + "TP": 0, + "n_pred": 0, + "n_ref": 156047 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 324, + "IoU": 0.0, + "TN": 1051068, + "TP": 0, + "n_pred": 324, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 164105, + "IoU": 0.0, + "TN": 887287, + "TP": 0, + "n_pred": 164105, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3143, + "IoU": 0.0, + "TN": 1048249, + "TP": 0, + "n_pred": 3143, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6666666666666666, + "FN": 0, + "FP": 6, + "IoU": 0.5, + "TN": 876148, + "TP": 6, + "n_pred": 12, + "n_ref": 6 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 151, + "IoU": 0.0, + "TN": 1051241, + "TP": 0, + "n_pred": 151, + "n_ref": 0 + }, + "14": { + "Dice": 0.9152285800787163, + "FN": 411, + "FP": 149, + "IoU": 0.8437063912922133, + "TN": 1047809, + "TP": 3023, + "n_pred": 3172, + "n_ref": 3434 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.4240784578965167, + "FN": 6741, + "FP": 71, + "IoU": 0.2690987124463519, + "TN": 1042072, + "TP": 2508, + "n_pred": 2579, + "n_ref": 9249 + }, + "9": { + "Dice": 0.6741410011211502, + "FN": 463, + "FP": 4478, + "IoU": 0.5084560286510147, + "TN": 1041340, + "TP": 5111, + "n_pred": 9589, + "n_ref": 5574 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9539811444039952, + "FN": 948, + "FP": 38, + "IoU": 0.9120114224522577, + "TN": 689722, + "TP": 10220, + "n_pred": 10258, + "n_ref": 11168 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 84, + "IoU": 0.0, + "TN": 700844, + "TP": 0, + "n_pred": 84, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 9090, + "IoU": 0.0, + "TN": 867070, + "TP": 0, + "n_pred": 9090, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1194, + "IoU": 0.0, + "TN": 874966, + "TP": 0, + "n_pred": 1194, + "n_ref": 0 + }, + "3": { + "Dice": 0.5788506953555497, + "FN": 1395, + "FP": 210, + "IoU": 0.40731166912850814, + "TN": 873452, + "TP": 1103, + "n_pred": 1313, + "n_ref": 2498 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 22743, + "IoU": 0.0, + "TN": 853417, + "TP": 0, + "n_pred": 22743, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 172, + "IoU": 0.0, + "TN": 875988, + "TP": 0, + "n_pred": 172, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9869136199873717, + "FN": 1795, + "FP": 319, + "IoU": 0.9741653223835361, + "TN": 794332, + "TP": 79714, + "n_pred": 80033, + "n_ref": 81509 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9372821695479531, + "FN": 1541, + "FP": 2076, + "IoU": 0.8819671061219162, + "TN": 670284, + "TP": 27027, + "n_pred": 29103, + "n_ref": 28568 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1589, + "IoU": 0.0, + "TN": 699339, + "TP": 0, + "n_pred": 1589, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.47540983606557374, + "FN": 128, + "FP": 0, + "IoU": 0.3118279569892473, + "TN": 1226438, + "TP": 58, + "n_pred": 58, + "n_ref": 186 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6351095482823911, + "FN": 755, + "FP": 594, + "IoU": 0.4653190646056282, + "TN": 1224101, + "TP": 1174, + "n_pred": 1768, + "n_ref": 1929 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 212, + "IoU": 0.0, + "TN": 1226412, + "TP": 0, + "n_pred": 212, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8240685733684121, + "FN": 3637, + "FP": 509, + "IoU": 0.7007794457274826, + "TN": 1212768, + "TP": 9710, + "n_pred": 10219, + "n_ref": 13347 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.982746671262665, + "FN": 1323, + "FP": 3382, + "IoU": 0.9660785995977016, + "TN": 1087921, + "TP": 133998, + "n_pred": 137380, + "n_ref": 135321 + }, + "7": { + "Dice": 0.3676923076923077, + "FN": 189, + "FP": 633, + "IoU": 0.22525918944392084, + "TN": 1225563, + "TP": 239, + "n_pred": 872, + "n_ref": 428 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.21183398331568482, + "FN": 30453, + "FP": 64, + "IoU": 0.11846438269108556, + "TN": 1016774, + "TP": 4101, + "n_pred": 4165, + "n_ref": 34554 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1236, + "IoU": 0.0, + "TN": 1050156, + "TP": 0, + "n_pred": 1236, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.6666666666666666, + "FN": 66, + "FP": 1, + "IoU": 0.5, + "TN": 1051258, + "TP": 67, + "n_pred": 68, + "n_ref": 133 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 27343, + "IoU": 0.0, + "TN": 1024049, + "TP": 0, + "n_pred": 27343, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.46409989594172735, + "FN": 839, + "FP": 706, + "IoU": 0.3021680216802168, + "TN": 1049178, + "TP": 669, + "n_pred": 1375, + "n_ref": 1508 + }, + "9": { + "Dice": 0.8294712793733682, + "FN": 1597, + "FP": 493, + "IoU": 0.7086295831590688, + "TN": 1044219, + "TP": 5083, + "n_pred": 5576, + "n_ref": 6680 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 876136, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "10": { + "Dice": 0.714387036936003, + "FN": 1684, + "FP": 3551, + "IoU": 0.5556781531149211, + "TN": 864378, + "TP": 6547, + "n_pred": 10098, + "n_ref": 8231 + }, + "11": { + "Dice": 0.0, + "FN": 2555, + "FP": 0, + "IoU": 0.0, + "TN": 873605, + "TP": 0, + "n_pred": 0, + "n_ref": 2555 + }, + "12": { + "Dice": 0.0, + "FN": 3003, + "FP": 0, + "IoU": 0.0, + "TN": 873157, + "TP": 0, + "n_pred": 0, + "n_ref": 3003 + }, + "13": { + "Dice": 0.5607126113455227, + "FN": 5170, + "FP": 452, + "IoU": 0.38957654723127033, + "TN": 866950, + "TP": 3588, + "n_pred": 4040, + "n_ref": 8758 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9370517334525605, + "FN": 1054, + "FP": 2325, + "IoU": 0.8815591152862, + "TN": 847631, + "TP": 25150, + "n_pred": 27475, + "n_ref": 26204 + }, + "3": { + "Dice": 0.9329050494667865, + "FN": 1176, + "FP": 1435, + "IoU": 0.8742474594230121, + "TN": 855397, + "TP": 18152, + "n_pred": 19587, + "n_ref": 19328 + }, + "4": { + "Dice": 0.46674268339034586, + "FN": 1355, + "FP": 48, + "IoU": 0.30441249380267726, + "TN": 874143, + "TP": 614, + "n_pred": 662, + "n_ref": 1969 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.880628466427283, + "FN": 1377, + "FP": 12785, + "IoU": 0.7867168674698796, + "TN": 809760, + "TP": 52238, + "n_pred": 65023, + "n_ref": 53615 + }, + "7": { + "Dice": 0.8015694218869155, + "FN": 31900, + "FP": 2187, + "IoU": 0.6688492738135716, + "TN": 773225, + "TP": 68848, + "n_pred": 71035, + "n_ref": 100748 + }, + "8": { + "Dice": 0.9105418972840778, + "FN": 993, + "FP": 397, + "IoU": 0.8357750472589792, + "TN": 867696, + "TP": 7074, + "n_pred": 7471, + "n_ref": 8067 + }, + "9": { + "Dice": 0.9067931286734102, + "FN": 1310, + "FP": 2385, + "IoU": 0.8294799021643823, + "TN": 854491, + "TP": 17974, + "n_pred": 20359, + "n_ref": 19284 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 231, + "IoU": 0.0, + "TN": 700697, + "TP": 0, + "n_pred": 231, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.4106241567138074, + "FN": 46690, + "FP": 486, + "IoU": 0.2583556044647068, + "TN": 637318, + "TP": 16434, + "n_pred": 16920, + "n_ref": 63124 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9298636926889715, + "FN": 2242, + "FP": 2852, + "IoU": 0.8689207966651228, + "TN": 662066, + "TP": 33768, + "n_pred": 36620, + "n_ref": 36010 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 44664, + "IoU": 0.0, + "TN": 656264, + "TP": 0, + "n_pred": 44664, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 3349, + "FP": 0, + "IoU": 0.0, + "TN": 697579, + "TP": 0, + "n_pred": 0, + "n_ref": 3349 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7231000300390508, + "FN": 599, + "FP": 4010, + "IoU": 0.5662934035946174, + "TN": 690301, + "TP": 6018, + "n_pred": 10028, + "n_ref": 6617 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9725677287442495, + "FN": 158, + "FP": 3, + "IoU": 0.9466003316749585, + "TN": 873145, + "TP": 2854, + "n_pred": 2857, + "n_ref": 3012 + }, + "10": { + "Dice": 0.10265011741026502, + "FN": 459, + "FP": 4891, + "IoU": 0.0541018387553041, + "TN": 870504, + "TP": 306, + "n_pred": 5197, + "n_ref": 765 + }, + "11": { + "Dice": 0.0, + "FN": 4150, + "FP": 0, + "IoU": 0.0, + "TN": 872010, + "TP": 0, + "n_pred": 0, + "n_ref": 4150 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7166165345000456, + "FN": 2685, + "FP": 9751, + "IoU": 0.5583806818181818, + "TN": 848000, + "TP": 15724, + "n_pred": 25475, + "n_ref": 18409 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.948996187378356, + "FN": 1266, + "FP": 2560, + "IoU": 0.9029426686960934, + "TN": 836740, + "TP": 35594, + "n_pred": 38154, + "n_ref": 36860 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.3693071061492114, + "FN": 3473, + "FP": 86, + "IoU": 0.22647250597696153, + "TN": 871559, + "TP": 1042, + "n_pred": 1128, + "n_ref": 4515 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 71, + "IoU": 0.0, + "TN": 876089, + "TP": 0, + "n_pred": 71, + "n_ref": 0 + }, + "6": { + "Dice": 0.9544828624101734, + "FN": 1712, + "FP": 4337, + "IoU": 0.9129289497927222, + "TN": 806688, + "TP": 63423, + "n_pred": 67760, + "n_ref": 65135 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 7383, + "IoU": 0.0, + "TN": 868777, + "TP": 0, + "n_pred": 7383, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 185, + "IoU": 0.0, + "TN": 875975, + "TP": 0, + "n_pred": 185, + "n_ref": 0 + }, + "9": { + "Dice": 0.8011903991718963, + "FN": 5773, + "FP": 373, + "IoU": 0.6683216405828386, + "TN": 857630, + "TP": 12384, + "n_pred": 12757, + "n_ref": 18157 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8362787984835229, + "FN": 1641, + "FP": 1166, + "IoU": 0.7186246992782679, + "TN": 1041416, + "TP": 7169, + "n_pred": 8335, + "n_ref": 8810 + }, + "10": { + "Dice": 0.6621035736029371, + "FN": 13644, + "FP": 4671, + "IoU": 0.4948840287928514, + "TN": 1015133, + "TP": 17944, + "n_pred": 22615, + "n_ref": 31588 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 804, + "FP": 0, + "IoU": 0.0, + "TN": 1050588, + "TP": 0, + "n_pred": 0, + "n_ref": 804 + }, + "13": { + "Dice": 0.5258773557672481, + "FN": 11455, + "FP": 42, + "IoU": 0.356739215576568, + "TN": 1033519, + "TP": 6376, + "n_pred": 6418, + "n_ref": 17831 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 8740, + "IoU": 0.0, + "TN": 1042652, + "TP": 0, + "n_pred": 8740, + "n_ref": 0 + }, + "3": { + "Dice": 0.8248260402559193, + "FN": 10989, + "FP": 264, + "IoU": 0.7018756954379272, + "TN": 1013646, + "TP": 26493, + "n_pred": 26757, + "n_ref": 37482 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7808003289022886, + "FN": 4873, + "FP": 1525, + "IoU": 0.6404203900410274, + "TN": 1033599, + "TP": 11395, + "n_pred": 12920, + "n_ref": 16268 + }, + "7": { + "Dice": 0.7370081500306721, + "FN": 14722, + "FP": 283, + "IoU": 0.5835414932001111, + "TN": 1015362, + "TP": 21025, + "n_pred": 21308, + "n_ref": 35747 + }, + "8": { + "Dice": 0.9441601779755283, + "FN": 156, + "FP": 95, + "IoU": 0.8942267172355668, + "TN": 1049019, + "TP": 2122, + "n_pred": 2217, + "n_ref": 2278 + }, + "9": { + "Dice": 0.9267705853745937, + "FN": 2418, + "FP": 443, + "IoU": 0.863534462198903, + "TN": 1030427, + "TP": 18104, + "n_pred": 18547, + "n_ref": 20522 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 109, + "IoU": 0.0, + "TN": 876051, + "TP": 0, + "n_pred": 109, + "n_ref": 0 + }, + "10": { + "Dice": 0.7789062874874042, + "FN": 4640, + "FP": 9183, + "IoU": 0.6378759300010479, + "TN": 837988, + "TP": 24349, + "n_pred": 33532, + "n_ref": 28989 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2877524143985953, + "FN": 15478, + "FP": 16972, + "IoU": 0.16805537751570312, + "TN": 837155, + "TP": 6555, + "n_pred": 23527, + "n_ref": 22033 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7601812707199124, + "FN": 6968, + "FP": 917, + "IoU": 0.6131390442547345, + "TN": 855778, + "TP": 12497, + "n_pred": 13414, + "n_ref": 19465 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4292, + "IoU": 0.0, + "TN": 871868, + "TP": 0, + "n_pred": 4292, + "n_ref": 0 + }, + "4": { + "Dice": 0.002800569940549305, + "FN": 39014, + "FP": 1578, + "IoU": 0.0014022485177987158, + "TN": 835511, + "TP": 57, + "n_pred": 1635, + "n_ref": 39071 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9449272343859831, + "FN": 4108, + "FP": 17046, + "IoU": 0.8956038532906945, + "TN": 673528, + "TP": 181478, + "n_pred": 198524, + "n_ref": 185586 + }, + "7": { + "Dice": 0.04772293427870194, + "FN": 18603, + "FP": 37269, + "IoU": 0.02444475485402989, + "TN": 818888, + "TP": 1400, + "n_pred": 38669, + "n_ref": 20003 + }, + "8": { + "Dice": 0.15293484114162628, + "FN": 1449, + "FP": 124, + "IoU": 0.08279883381924198, + "TN": 874445, + "TP": 142, + "n_pred": 266, + "n_ref": 1591 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 526, + "IoU": 0.0, + "TN": 875634, + "TP": 0, + "n_pred": 526, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.1016949152542373, + "FN": 315, + "FP": 3, + "IoU": 0.05357142857142857, + "TN": 875824, + "TP": 18, + "n_pred": 21, + "n_ref": 333 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1341, + "FP": 0, + "IoU": 0.0, + "TN": 874819, + "TP": 0, + "n_pred": 0, + "n_ref": 1341 + }, + "13": { + "Dice": 0.0, + "FN": 1237, + "FP": 675, + "IoU": 0.0, + "TN": 874248, + "TP": 0, + "n_pred": 675, + "n_ref": 1237 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 876157, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "3": { + "Dice": 0.5059288537549407, + "FN": 119, + "FP": 6, + "IoU": 0.3386243386243386, + "TN": 875971, + "TP": 64, + "n_pred": 70, + "n_ref": 183 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 6918, + "IoU": 0.0, + "TN": 869242, + "TP": 0, + "n_pred": 6918, + "n_ref": 0 + }, + "5": { + "Dice": 0.3303639602952405, + "FN": 1741, + "FP": 890, + "IoU": 0.1978658536585366, + "TN": 872880, + "TP": 649, + "n_pred": 1539, + "n_ref": 2390 + }, + "6": { + "Dice": 0.9558167181112872, + "FN": 4180, + "FP": 12768, + "IoU": 0.9153725545025116, + "TN": 675894, + "TP": 183318, + "n_pred": 196086, + "n_ref": 187498 + }, + "7": { + "Dice": 0.6939967585622496, + "FN": 34288, + "FP": 2907, + "IoU": 0.5313897673012233, + "TN": 796787, + "TP": 42178, + "n_pred": 45085, + "n_ref": 76466 + }, + "8": { + "Dice": 0.8803978207612709, + "FN": 1997, + "FP": 1274, + "IoU": 0.7863487916394514, + "TN": 860850, + "TP": 12039, + "n_pred": 13313, + "n_ref": 14036 + }, + "9": { + "Dice": 0.27214452214452217, + "FN": 3391, + "FP": 1605, + "IoU": 0.15750421585160201, + "TN": 870230, + "TP": 934, + "n_pred": 2539, + "n_ref": 4325 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9593545983249364, + "FN": 1456, + "FP": 1053, + "IoU": 0.9218842429714499, + "TN": 1194505, + "TP": 29610, + "n_pred": 30663, + "n_ref": 31066 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9061140734960478, + "FN": 5447, + "FP": 1050, + "IoU": 0.8283442098866549, + "TN": 1188775, + "TP": 31352, + "n_pred": 32402, + "n_ref": 36799 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3170, + "IoU": 0.0, + "TN": 1223454, + "TP": 0, + "n_pred": 3170, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6420802600325041, + "FN": 7871, + "FP": 718, + "IoU": 0.47284109740379304, + "TN": 1210331, + "TP": 7704, + "n_pred": 8422, + "n_ref": 15575 + }, + "7": { + "Dice": 0.34773869346733666, + "FN": 4677, + "FP": 3760, + "IoU": 0.21046228710462286, + "TN": 1215938, + "TP": 2249, + "n_pred": 6009, + "n_ref": 6926 + }, + "8": { + "Dice": 0.7478364667263503, + "FN": 845, + "FP": 0, + "IoU": 0.5972354623450906, + "TN": 1224526, + "TP": 1253, + "n_pred": 1253, + "n_ref": 2098 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.04245189446538385, + "FN": 55, + "FP": 4772, + "IoU": 0.02168625861370085, + "TN": 871226, + "TP": 107, + "n_pred": 4879, + "n_ref": 162 + }, + "7": { + "Dice": 0.01068566340160285, + "FN": 243, + "FP": 5312, + "IoU": 0.005371530886302597, + "TN": 870575, + "TP": 30, + "n_pred": 5342, + "n_ref": 273 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 3957, + "FP": 0, + "IoU": 0.0, + "TN": 1047435, + "TP": 0, + "n_pred": 0, + "n_ref": 3957 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.16391337341661316, + "FN": 14323, + "FP": 0, + "IoU": 0.08927322439117441, + "TN": 1035665, + "TP": 1404, + "n_pred": 1404, + "n_ref": 15727 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 9918, + "IoU": 0.0, + "TN": 1041474, + "TP": 0, + "n_pred": 9918, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9112566252038167, + "FN": 9525, + "FP": 14368, + "IoU": 0.8369801794425682, + "TN": 904827, + "TP": 122672, + "n_pred": 137040, + "n_ref": 132197 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 12417, + "IoU": 0.0, + "TN": 1038975, + "TP": 0, + "n_pred": 12417, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 651, + "IoU": 0.0, + "TN": 1050741, + "TP": 0, + "n_pred": 651, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7568008863749016, + "FN": 6977, + "FP": 1364, + "IoU": 0.6087527557577748, + "TN": 679609, + "TP": 12978, + "n_pred": 14342, + "n_ref": 19955 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 4130, + "FP": 0, + "IoU": 0.0, + "TN": 696798, + "TP": 0, + "n_pred": 0, + "n_ref": 4130 + }, + "13": { + "Dice": 0.13083048919226395, + "FN": 1400, + "FP": 128, + "IoU": 0.06999391357273281, + "TN": 699285, + "TP": 115, + "n_pred": 243, + "n_ref": 1515 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8968558827713757, + "FN": 679, + "FP": 46, + "IoU": 0.8129997420686097, + "TN": 697051, + "TP": 3152, + "n_pred": 3198, + "n_ref": 3831 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9701418973254818, + "FN": 724, + "FP": 427, + "IoU": 0.942015113350126, + "TN": 681078, + "TP": 18699, + "n_pred": 19126, + "n_ref": 19423 + }, + "7": { + "Dice": 0.9272337650237585, + "FN": 2091, + "FP": 252, + "IoU": 0.8643390654854959, + "TN": 683657, + "TP": 14928, + "n_pred": 15180, + "n_ref": 17019 + }, + "8": { + "Dice": 0.919300816411974, + "FN": 606, + "FP": 936, + "IoU": 0.8506537530266344, + "TN": 690603, + "TP": 8783, + "n_pred": 9719, + "n_ref": 9389 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7405955617373712, + "FN": 7566, + "FP": 640, + "IoU": 0.5880522088353414, + "TN": 1031472, + "TP": 11714, + "n_pred": 12354, + "n_ref": 19280 + }, + "15": { + "Dice": 0.10341116969762186, + "FN": 16664, + "FP": 0, + "IoU": 0.05452482269503546, + "TN": 1033767, + "TP": 961, + "n_pred": 961, + "n_ref": 17625 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9813746497445195, + "FN": 65, + "FP": 500, + "IoU": 0.9634304207119742, + "TN": 1035942, + "TP": 14885, + "n_pred": 15385, + "n_ref": 14950 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 216, + "IoU": 0.0, + "TN": 875944, + "TP": 0, + "n_pred": 216, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 95, + "IoU": 0.0, + "TN": 876065, + "TP": 0, + "n_pred": 95, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9609718767935719, + "FN": 618, + "FP": 198, + "IoU": 0.9248757134965936, + "TN": 1215762, + "TP": 10046, + "n_pred": 10244, + "n_ref": 10664 + }, + "10": { + "Dice": 0.6415040727410495, + "FN": 6156, + "FP": 1414, + "IoU": 0.4722164121871296, + "TN": 1212281, + "TP": 6773, + "n_pred": 8187, + "n_ref": 12929 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1450, + "FP": 0, + "IoU": 0.0, + "TN": 1225174, + "TP": 0, + "n_pred": 0, + "n_ref": 1450 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 6625, + "IoU": 0.0, + "TN": 1219999, + "TP": 0, + "n_pred": 6625, + "n_ref": 0 + }, + "3": { + "Dice": 0.8919851108151488, + "FN": 8321, + "FP": 1168, + "IoU": 0.8050298958269124, + "TN": 1177955, + "TP": 39180, + "n_pred": 40348, + "n_ref": 47501 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.7426333457665051, + "FN": 450, + "FP": 930, + "IoU": 0.5906259270246218, + "TN": 1223253, + "TP": 1991, + "n_pred": 2921, + "n_ref": 2441 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0401.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9943048849825503, + "FN": 1572, + "FP": 241, + "IoU": 0.9886742712927448, + "TN": 540850, + "TP": 158265, + "n_pred": 158506, + "n_ref": 159837 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0402.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8611446510504709, + "FN": 424, + "FP": 151, + "IoU": 0.7561492790500424, + "TN": 1049034, + "TP": 1783, + "n_pred": 1934, + "n_ref": 2207 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0404.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 876144, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2682531/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.3205672062169202, + "FN": 1542.4448888888887, + "FP": 1248.3719999999998, + "IoU": 0.26706360653265965, + "TN": 927854.5608888889, + "TP": 3925.2888888888892, + "n_pred": 5173.660888888889, + "n_ref": 5467.7337777777775 + }, + "mean": { + "1": { + "Dice": 0.4279473090115232, + "FN": 2478.9733333333334, + "FP": 549.8933333333333, + "IoU": 0.3796287905552663, + "TN": 927202.0133333333, + "TP": 4339.786666666667, + "n_pred": 4889.68, + "n_ref": 6818.76 + }, + "10": { + "Dice": 0.38461461475103026, + "FN": 1147.8133333333333, + "FP": 1157.6799999999998, + "IoU": 0.28953807612663585, + "TN": 930505.7266666666, + "TP": 1759.4466666666667, + "n_pred": 2917.1266666666666, + "n_ref": 2907.26 + }, + "11": { + "Dice": 0.0, + "FN": 213.22000000000003, + "FP": 0.0, + "IoU": 0.0, + "TN": 934357.4466666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 213.22000000000003 + }, + "12": { + "Dice": 0.0, + "FN": 302.5666666666667, + "FP": 4.96, + "IoU": 0.0, + "TN": 934263.14, + "TP": 0.0, + "n_pred": 4.96, + "n_ref": 302.5666666666667 + }, + "13": { + "Dice": 0.2060815020948215, + "FN": 1610.6799999999998, + "FP": 896.8733333333333, + "IoU": 0.1486678746844699, + "TN": 931127.6333333332, + "TP": 935.4799999999999, + "n_pred": 1832.3533333333332, + "n_ref": 2546.1600000000003 + }, + "14": { + "Dice": 0.3744391117708232, + "FN": 1136.5666666666666, + "FP": 742.7933333333333, + "IoU": 0.3101602844205842, + "TN": 930770.32, + "TP": 1920.9866666666665, + "n_pred": 2663.7799999999997, + "n_ref": 3057.553333333333 + }, + "15": { + "Dice": 0.20892852846900775, + "FN": 779.6800000000001, + "FP": 325.32666666666665, + "IoU": 0.14591742966136775, + "TN": 933060.8200000001, + "TP": 404.84000000000003, + "n_pred": 730.1666666666667, + "n_ref": 1184.52 + }, + "2": { + "Dice": 0.4032219387110699, + "FN": 2055.96, + "FP": 1112.8933333333334, + "IoU": 0.3571159302272509, + "TN": 927810.4600000002, + "TP": 3591.3533333333335, + "n_pred": 4704.246666666666, + "n_ref": 5647.3133333333335 + }, + "3": { + "Dice": 0.3106940861533808, + "FN": 2349.1066666666666, + "FP": 1966.7733333333333, + "IoU": 0.2639865914825865, + "TN": 926723.1199999999, + "TP": 3531.666666666667, + "n_pred": 5498.4400000000005, + "n_ref": 5880.7733333333335 + }, + "4": { + "Dice": 0.2428666972252287, + "FN": 870.28, + "FP": 542.9866666666667, + "IoU": 0.198433649995485, + "TN": 932436.2133333333, + "TP": 721.1866666666667, + "n_pred": 1264.1733333333334, + "n_ref": 1591.4666666666667 + }, + "5": { + "Dice": 0.10702507912058756, + "FN": 437.52666666666676, + "FP": 14.419999999999998, + "IoU": 0.06496320628241259, + "TN": 934062.3066666666, + "TP": 56.413333333333334, + "n_pred": 70.83333333333334, + "n_ref": 493.93999999999994 + }, + "6": { + "Dice": 0.6588523356481214, + "FN": 3447.4, + "FP": 7401.066666666666, + "IoU": 0.5865497475214996, + "TN": 892144.0600000002, + "TP": 31578.140000000003, + "n_pred": 38979.206666666665, + "n_ref": 35025.54 + }, + "7": { + "Dice": 0.28119165523818895, + "FN": 4584.039999999999, + "FP": 2937.1600000000003, + "IoU": 0.22380082353250624, + "TN": 922081.7666666668, + "TP": 4967.7, + "n_pred": 7904.860000000001, + "n_ref": 9551.740000000002 + }, + "8": { + "Dice": 0.6777309753142604, + "FN": 754.4866666666667, + "FP": 498.52666666666676, + "IoU": 0.6026902566758547, + "TN": 930273.1466666668, + "TP": 3044.5066666666667, + "n_pred": 3543.0333333333338, + "n_ref": 3798.9933333333333 + }, + "9": { + "Dice": 0.5249142597457591, + "FN": 968.3733333333333, + "FP": 574.2266666666667, + "IoU": 0.4345014368239755, + "TN": 931000.2399999999, + "TP": 2027.8266666666666, + "n_pred": 2602.0533333333333, + "n_ref": 2996.2 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/loop_004/summary.json b/nnActive_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/loop_004/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7bde94c155bce2cc8a1eb24f51ae3b4dfc61f0b8 --- /dev/null +++ b/nnActive_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/loop_004/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.5244324037861064, + "FN": 44723.836, + "FP": 37151.152, + "IoU": 0.4249731595240972, + "TN": 96233219.15733334, + "TP": 141866.6946666667, + "n_pred": 179017.84666666668, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.7866941015187675, + "FN": 44975.8, + "FP": 26056.32, + "IoU": 0.6912469323418341, + "TN": 96236616.38, + "TP": 149312.34, + "n_pred": 175368.66, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.5384489028748165, + "FN": 34295.52, + "FP": 23502.2, + "IoU": 0.3910127914128618, + "TN": 96359236.08, + "TP": 39927.04, + "n_pred": 63429.24, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.0, + "FN": 3700.38, + "FP": 0.0, + "IoU": 0.0, + "TN": 96453260.46, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.0, + "FN": 4236.66, + "FP": 0.0, + "IoU": 0.0, + "TN": 96452724.18, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.3468982000829199, + "FN": 40578.96, + "FP": 16303.7, + "IoU": 0.2255478677519816, + "TN": 96382799.0, + "TP": 17279.18, + "n_pred": 33582.88, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.6749824649489923, + "FN": 55383.3, + "FP": 28685.4, + "IoU": 0.554294488351975, + "TN": 96289917.3, + "TP": 82974.84, + "n_pred": 111660.24, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.5509491849227699, + "FN": 33786.88, + "FP": 6587.16, + "IoU": 0.4210513429054791, + "TN": 96396326.64, + "TP": 20260.16, + "n_pred": 26847.32, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.7296508440708744, + "FN": 39566.8, + "FP": 45872.6, + "IoU": 0.5894752496697104, + "TN": 96254246.54, + "TP": 117274.9, + "n_pred": 163147.5, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.7010997055072535, + "FN": 54075.16, + "FP": 35453.94, + "IoU": 0.5566232072626329, + "TN": 96258104.32, + "TP": 109327.42, + "n_pred": 144781.36, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.5520282958272034, + "FN": 12103.6, + "FP": 5477.84, + "IoU": 0.44416174928373064, + "TN": 96424905.5, + "TP": 14473.9, + "n_pred": 19951.74, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.007852321277407565, + "FN": 17101.14, + "FP": 1.22, + "IoU": 0.004371704969119342, + "TN": 96439807.46, + "TP": 51.02, + "n_pred": 52.24, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.8728987664760643, + "FN": 102540.66, + "FP": 287285.94, + "IoU": 0.7858758618030182, + "TN": 94810451.28, + "TP": 1256682.96, + "n_pred": 1543968.9, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.5933305313038637, + "FN": 163611.64, + "FP": 60649.36, + "IoU": 0.45409820824319774, + "TN": 96057386.82, + "TP": 175313.02, + "n_pred": 235962.38, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.8290840091092068, + "FN": 36500.38, + "FP": 8917.74, + "IoU": 0.7201937945203915, + "TN": 96315673.92, + "TP": 95868.8, + "n_pred": 104786.54, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.682568728871457, + "FN": 28400.66, + "FP": 12473.86, + "IoU": 0.5366441943455237, + "TN": 96366831.48, + "TP": 49254.84, + "n_pred": 61728.7, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.7705514846230482, + "FN": 9932, + "FP": 39354, + "IoU": 0.626745630244464, + "TN": 119461276, + "TP": 82758, + "n_pred": 122112, + "n_ref": 92690 + }, + "10": { + "Dice": 0.5628592090739543, + "FN": 30971, + "FP": 37939, + "IoU": 0.3916521002171725, + "TN": 119480046, + "TP": 44364, + "n_pred": 82303, + "n_ref": 75335 + }, + "11": { + "Dice": 0.0, + "FN": 3546, + "FP": 0, + "IoU": 0.0, + "TN": 119589774, + "TP": 0, + "n_pred": 0, + "n_ref": 3546 + }, + "12": { + "Dice": 0.0, + "FN": 4465, + "FP": 0, + "IoU": 0.0, + "TN": 119588855, + "TP": 0, + "n_pred": 0, + "n_ref": 4465 + }, + "13": { + "Dice": 0.166791978659196, + "FN": 44660, + "FP": 36237, + "IoU": 0.09098366181989798, + "TN": 119504326, + "TP": 8097, + "n_pred": 44334, + "n_ref": 52757 + }, + "14": { + "Dice": 0.4045141461108046, + "FN": 183324, + "FP": 5579, + "IoU": 0.2535366547592704, + "TN": 119340256, + "TP": 64161, + "n_pred": 69740, + "n_ref": 247485 + }, + "15": { + "Dice": 0.4916543776997664, + "FN": 14026, + "FP": 24927, + "IoU": 0.3259560477591279, + "TN": 119535530, + "TP": 18837, + "n_pred": 43764, + "n_ref": 32863 + }, + "2": { + "Dice": 0.9309196953697034, + "FN": 7683, + "FP": 12073, + "IoU": 0.8707668557149492, + "TN": 119440449, + "TP": 133115, + "n_pred": 145188, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9215625783869656, + "FN": 10562, + "FP": 16643, + "IoU": 0.8545350522133878, + "TN": 119406299, + "TP": 159816, + "n_pred": 176459, + "n_ref": 170378 + }, + "4": { + "Dice": 0.6442212355045911, + "FN": 40344, + "FP": 921, + "IoU": 0.4751669316375199, + "TN": 119514695, + "TP": 37360, + "n_pred": 38281, + "n_ref": 77704 + }, + "5": { + "Dice": 0.0, + "FN": 64264, + "FP": 0, + "IoU": 0.0, + "TN": 119529056, + "TP": 0, + "n_pred": 0, + "n_ref": 64264 + }, + "6": { + "Dice": 0.924842921751372, + "FN": 49345, + "FP": 134734, + "IoU": 0.8601933061333609, + "TN": 118276652, + "TP": 1132589, + "n_pred": 1267323, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 143251, + "IoU": 0.0, + "TN": 119450069, + "TP": 0, + "n_pred": 143251, + "n_ref": 0 + }, + "8": { + "Dice": 0.7710589872692292, + "FN": 98142, + "FP": 13714, + "IoU": 0.6274174100153889, + "TN": 119293102, + "TP": 188362, + "n_pred": 202076, + "n_ref": 286504 + }, + "9": { + "Dice": 0.6093776368497251, + "FN": 42230, + "FP": 1749, + "IoU": 0.43820497426005645, + "TN": 119515037, + "TP": 34304, + "n_pred": 36053, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8635021097046414, + "FN": 20750, + "FP": 32304, + "IoU": 0.7597920920735103, + "TN": 72604793, + "TP": 167813, + "n_pred": 200117, + "n_ref": 188563 + }, + "10": { + "Dice": 0.5802944536434467, + "FN": 23242, + "FP": 42154, + "IoU": 0.4087428235613218, + "TN": 72715055, + "TP": 45209, + "n_pred": 87363, + "n_ref": 68451 + }, + "11": { + "Dice": 0.0, + "FN": 2247, + "FP": 0, + "IoU": 0.0, + "TN": 72823413, + "TP": 0, + "n_pred": 0, + "n_ref": 2247 + }, + "12": { + "Dice": 0.0, + "FN": 2874, + "FP": 0, + "IoU": 0.0, + "TN": 72822786, + "TP": 0, + "n_pred": 0, + "n_ref": 2874 + }, + "13": { + "Dice": 0.3363400542388869, + "FN": 38773, + "FP": 6255, + "IoU": 0.20216875155037387, + "TN": 72769222, + "TP": 11410, + "n_pred": 17665, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8587506627464212, + "FN": 5622, + "FP": 17822, + "IoU": 0.7524654207581036, + "TN": 72730950, + "TP": 71266, + "n_pred": 89088, + "n_ref": 76888 + }, + "15": { + "Dice": 0.5689874474837151, + "FN": 20338, + "FP": 13209, + "IoU": 0.3976117794936254, + "TN": 72769970, + "TP": 22143, + "n_pred": 35352, + "n_ref": 42481 + }, + "2": { + "Dice": 0.8371151995060024, + "FN": 20612, + "FP": 24231, + "IoU": 0.7198608143733524, + "TN": 72665586, + "TP": 115231, + "n_pred": 139462, + "n_ref": 135843 + }, + "3": { + "Dice": 0.82197155857127, + "FN": 23452, + "FP": 21466, + "IoU": 0.6977518790415375, + "TN": 72677047, + "TP": 103695, + "n_pred": 125161, + "n_ref": 127147 + }, + "4": { + "Dice": 0.8241629947651866, + "FN": 5126, + "FP": 4212, + "IoU": 0.7009160207545961, + "TN": 72794438, + "TP": 21884, + "n_pred": 26096, + "n_ref": 27010 + }, + "5": { + "Dice": 0.0, + "FN": 8639, + "FP": 0, + "IoU": 0.0, + "TN": 72817021, + "TP": 0, + "n_pred": 0, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9078195913743122, + "FN": 62731, + "FP": 169808, + "IoU": 0.8311993002297482, + "TN": 71448065, + "TP": 1145056, + "n_pred": 1314864, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.5521968222260725, + "FN": 130519, + "FP": 45233, + "IoU": 0.3814032395446898, + "TN": 72541546, + "TP": 108362, + "n_pred": 153595, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9200413923841492, + "FN": 5293, + "FP": 3902, + "IoU": 0.8519228291677403, + "TN": 72763564, + "TP": 52901, + "n_pred": 56803, + "n_ref": 58194 + }, + "9": { + "Dice": 0.7218181677054792, + "FN": 31488, + "FP": 4351, + "IoU": 0.5647226000777302, + "TN": 72743324, + "TP": 46497, + "n_pred": 50848, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8973853935822393, + "FN": 34288, + "FP": 17341, + "IoU": 0.8138704025495526, + "TN": 71532106, + "TP": 225753, + "n_pred": 243094, + "n_ref": 260041 + }, + "10": { + "Dice": 0.6716184336533296, + "FN": 36210, + "FP": 20026, + "IoU": 0.5055915037276691, + "TN": 71695744, + "TP": 57508, + "n_pred": 77534, + "n_ref": 93718 + }, + "11": { + "Dice": 0.0, + "FN": 3369, + "FP": 0, + "IoU": 0.0, + "TN": 71806119, + "TP": 0, + "n_pred": 0, + "n_ref": 3369 + }, + "12": { + "Dice": 0.0, + "FN": 6509, + "FP": 0, + "IoU": 0.0, + "TN": 71802979, + "TP": 0, + "n_pred": 0, + "n_ref": 6509 + }, + "13": { + "Dice": 0.5048949650489496, + "FN": 36129, + "FP": 18338, + "IoU": 0.3376986587871934, + "TN": 71727249, + "TP": 27772, + "n_pred": 46110, + "n_ref": 63901 + }, + "14": { + "Dice": 0.5096877826375991, + "FN": 343529, + "FP": 173, + "IoU": 0.34200067388540883, + "TN": 71287144, + "TP": 178642, + "n_pred": 178815, + "n_ref": 522171 + }, + "15": { + "Dice": 0.0, + "FN": 180663, + "FP": 0, + "IoU": 0.0, + "TN": 71628825, + "TP": 0, + "n_pred": 0, + "n_ref": 180663 + }, + "2": { + "Dice": 0.7239444881251014, + "FN": 30859, + "FP": 57619, + "IoU": 0.5673299330539432, + "TN": 71604995, + "TP": 116015, + "n_pred": 173634, + "n_ref": 146874 + }, + "3": { + "Dice": 0.8310961731858361, + "FN": 27976, + "FP": 35846, + "IoU": 0.7110047500237727, + "TN": 71588647, + "TP": 157019, + "n_pred": 192865, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7641517897192069, + "FN": 1198, + "FP": 6689, + "IoU": 0.618321718931475, + "TN": 71788824, + "TP": 12777, + "n_pred": 19466, + "n_ref": 13975 + }, + "5": { + "Dice": 0.0, + "FN": 10343, + "FP": 0, + "IoU": 0.0, + "TN": 71799145, + "TP": 0, + "n_pred": 0, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9104681578004336, + "FN": 42630, + "FP": 194471, + "IoU": 0.8356508020567477, + "TN": 70366822, + "TP": 1205565, + "n_pred": 1400036, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.8580532621083861, + "FN": 37889, + "FP": 27373, + "IoU": 0.7513951690011542, + "TN": 71546975, + "TP": 197251, + "n_pred": 224624, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9157750342935528, + "FN": 9468, + "FP": 3733, + "IoU": 0.8446356275303644, + "TN": 71724520, + "TP": 71767, + "n_pred": 75500, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8347760413640852, + "FN": 16311, + "FP": 12129, + "IoU": 0.7164082365259011, + "TN": 71709203, + "TP": 71845, + "n_pred": 83974, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9372419756759772, + "FN": 12597, + "FP": 14401, + "IoU": 0.8818959294822721, + "TN": 135216915, + "TP": 201597, + "n_pred": 215998, + "n_ref": 214194 + }, + "10": { + "Dice": 0.6824441009255606, + "FN": 32379, + "FP": 16718, + "IoU": 0.5179621611538198, + "TN": 135343657, + "TP": 52756, + "n_pred": 69474, + "n_ref": 85135 + }, + "11": { + "Dice": 0.0, + "FN": 3547, + "FP": 0, + "IoU": 0.0, + "TN": 135441963, + "TP": 0, + "n_pred": 0, + "n_ref": 3547 + }, + "12": { + "Dice": 0.0, + "FN": 5508, + "FP": 0, + "IoU": 0.0, + "TN": 135440002, + "TP": 0, + "n_pred": 0, + "n_ref": 5508 + }, + "13": { + "Dice": 0.6100115794657474, + "FN": 17657, + "FP": 11644, + "IoU": 0.43886090736733246, + "TN": 135393293, + "TP": 22916, + "n_pred": 34560, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8353416278948194, + "FN": 15181, + "FP": 35215, + "IoU": 0.7172417662570836, + "TN": 135267280, + "TP": 127834, + "n_pred": 163049, + "n_ref": 143015 + }, + "15": { + "Dice": 0.5539593150212619, + "FN": 27199, + "FP": 11611, + "IoU": 0.3830869496105548, + "TN": 135382600, + "TP": 24100, + "n_pred": 35711, + "n_ref": 51299 + }, + "2": { + "Dice": 0.7899341786328132, + "FN": 57184, + "FP": 23847, + "IoU": 0.6528026531154396, + "TN": 135212124, + "TP": 152355, + "n_pred": 176202, + "n_ref": 209539 + }, + "3": { + "Dice": 0.7905411597223554, + "FN": 41391, + "FP": 56894, + "IoU": 0.6536321314918646, + "TN": 135161751, + "TP": 185474, + "n_pred": 242368, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8641232899891965, + "FN": 3647, + "FP": 6792, + "IoU": 0.7607544748241011, + "TN": 135401877, + "TP": 33194, + "n_pred": 39986, + "n_ref": 36841 + }, + "5": { + "Dice": 0.0, + "FN": 28044, + "FP": 0, + "IoU": 0.0, + "TN": 135417466, + "TP": 0, + "n_pred": 0, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9486221398736928, + "FN": 48610, + "FP": 126195, + "IoU": 0.9022656609487004, + "TN": 133656937, + "TP": 1613768, + "n_pred": 1739963, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.7313802840082085, + "FN": 56767, + "FP": 47689, + "IoU": 0.5765165674068248, + "TN": 135198851, + "TP": 142203, + "n_pred": 189892, + "n_ref": 198970 + }, + "8": { + "Dice": 0.6651477880429378, + "FN": 135773, + "FP": 19137, + "IoU": 0.49829320585815795, + "TN": 135136744, + "TP": 153856, + "n_pred": 172993, + "n_ref": 289629 + }, + "9": { + "Dice": 0.7045894944923465, + "FN": 43856, + "FP": 1574, + "IoU": 0.54391213557144, + "TN": 135345902, + "TP": 54178, + "n_pred": 55752, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6871115142627088, + "FN": 84264, + "FP": 72337, + "IoU": 0.5233586262102383, + "TN": 105425454, + "TP": 171950, + "n_pred": 244287, + "n_ref": 256214 + }, + "10": { + "Dice": 0.15768595634692706, + "FN": 51700, + "FP": 42154, + "IoU": 0.08559124699188418, + "TN": 105651366, + "TP": 8785, + "n_pred": 50939, + "n_ref": 60485 + }, + "11": { + "Dice": 0.0, + "FN": 2469, + "FP": 0, + "IoU": 0.0, + "TN": 105751536, + "TP": 0, + "n_pred": 0, + "n_ref": 2469 + }, + "12": { + "Dice": 0.0, + "FN": 4404, + "FP": 0, + "IoU": 0.0, + "TN": 105749601, + "TP": 0, + "n_pred": 0, + "n_ref": 4404 + }, + "13": { + "Dice": 0.292889938929256, + "FN": 64476, + "FP": 14837, + "IoU": 0.17157062430148634, + "TN": 105658266, + "TP": 16426, + "n_pred": 31263, + "n_ref": 80902 + }, + "14": { + "Dice": 0.8530638646523595, + "FN": 48534, + "FP": 2577, + "IoU": 0.7437762560282337, + "TN": 105554527, + "TP": 148367, + "n_pred": 150944, + "n_ref": 196901 + }, + "15": { + "Dice": 0.8050418276625276, + "FN": 6472, + "FP": 3922, + "IoU": 0.6736987505493816, + "TN": 105722151, + "TP": 21460, + "n_pred": 25382, + "n_ref": 27932 + }, + "2": { + "Dice": 0.8135555048314692, + "FN": 19233, + "FP": 42028, + "IoU": 0.6857088621882023, + "TN": 105559087, + "TP": 133657, + "n_pred": 175685, + "n_ref": 152890 + }, + "3": { + "Dice": 0.8394464645038303, + "FN": 28786, + "FP": 25790, + "IoU": 0.7233155893536122, + "TN": 105556755, + "TP": 142674, + "n_pred": 168464, + "n_ref": 171460 + }, + "4": { + "Dice": 0.306576808576699, + "FN": 32461, + "FP": 5506, + "IoU": 0.18103968938740295, + "TN": 105707645, + "TP": 8393, + "n_pred": 13899, + "n_ref": 40854 + }, + "5": { + "Dice": 0.0, + "FN": 12365, + "FP": 0, + "IoU": 0.0, + "TN": 105741640, + "TP": 0, + "n_pred": 0, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9127674707255337, + "FN": 124282, + "FP": 145667, + "IoU": 0.839532893055217, + "TN": 104071735, + "TP": 1412321, + "n_pred": 1557988, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.6990589075566069, + "FN": 99057, + "FP": 46730, + "IoU": 0.5373486252507045, + "TN": 105438893, + "TP": 169325, + "n_pred": 216055, + "n_ref": 268382 + }, + "8": { + "Dice": 0.8915526138658291, + "FN": 9195, + "FP": 10139, + "IoU": 0.8043256044612224, + "TN": 105655198, + "TP": 79473, + "n_pred": 89612, + "n_ref": 88668 + }, + "9": { + "Dice": 0.7029822232792947, + "FN": 28994, + "FP": 9719, + "IoU": 0.5419989115775028, + "TN": 105669479, + "TP": 45813, + "n_pred": 55532, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8928409086640144, + "FN": 15585, + "FP": 41465, + "IoU": 0.806425125034779, + "TN": 96843162, + "TP": 237668, + "n_pred": 279133, + "n_ref": 253253 + }, + "10": { + "Dice": 0.7965616281653513, + "FN": 15783, + "FP": 33657, + "IoU": 0.6619047944690251, + "TN": 96991649, + "TP": 96791, + "n_pred": 130448, + "n_ref": 112574 + }, + "11": { + "Dice": 0.0, + "FN": 3561, + "FP": 0, + "IoU": 0.0, + "TN": 97134319, + "TP": 0, + "n_pred": 0, + "n_ref": 3561 + }, + "12": { + "Dice": 0.0, + "FN": 4518, + "FP": 0, + "IoU": 0.0, + "TN": 97133362, + "TP": 0, + "n_pred": 0, + "n_ref": 4518 + }, + "13": { + "Dice": 0.6772436075984625, + "FN": 19504, + "FP": 9465, + "IoU": 0.5119942050469998, + "TN": 97078518, + "TP": 30393, + "n_pred": 39858, + "n_ref": 49897 + }, + "14": { + "Dice": 0.8506288373514951, + "FN": 64130, + "FP": 6228, + "IoU": 0.7400819378410228, + "TN": 96867187, + "TP": 200335, + "n_pred": 206563, + "n_ref": 264465 + }, + "15": { + "Dice": 0.37805479259102753, + "FN": 14320, + "FP": 12173, + "IoU": 0.23308727746417715, + "TN": 97103335, + "TP": 8052, + "n_pred": 20225, + "n_ref": 22372 + }, + "2": { + "Dice": 0.7004551590667447, + "FN": 20737, + "FP": 79559, + "IoU": 0.5390003769040549, + "TN": 96920318, + "TP": 117266, + "n_pred": 196825, + "n_ref": 138003 + }, + "3": { + "Dice": 0.5191998754315272, + "FN": 90108, + "FP": 36491, + "IoU": 0.3506211721739487, + "TN": 96942926, + "TP": 68355, + "n_pred": 104846, + "n_ref": 158463 + }, + "4": { + "Dice": 0.7891181672702771, + "FN": 4073, + "FP": 8446, + "IoU": 0.6516888320071226, + "TN": 97101938, + "TP": 23423, + "n_pred": 31869, + "n_ref": 27496 + }, + "5": { + "Dice": 0.0, + "FN": 14633, + "FP": 0, + "IoU": 0.0, + "TN": 97123247, + "TP": 0, + "n_pred": 0, + "n_ref": 14633 + }, + "6": { + "Dice": 0.8685307650909987, + "FN": 69657, + "FP": 363468, + "IoU": 0.76761323975446, + "TN": 95274069, + "TP": 1430686, + "n_pred": 1794154, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.8837695550203465, + "FN": 30229, + "FP": 28696, + "IoU": 0.7917447145391701, + "TN": 96854934, + "TP": 224021, + "n_pred": 252717, + "n_ref": 254250 + }, + "8": { + "Dice": 0.8965838497160058, + "FN": 13534, + "FP": 12885, + "IoU": 0.8125527703081431, + "TN": 96996939, + "TP": 114522, + "n_pred": 127407, + "n_ref": 128056 + }, + "9": { + "Dice": 0.6773911126507731, + "FN": 14807, + "FP": 36412, + "IoU": 0.512162831453825, + "TN": 97032888, + "TP": 53773, + "n_pred": 90185, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9226114784373987, + "FN": 9900, + "FP": 17547, + "IoU": 0.8563405493677246, + "TN": 130575736, + "TP": 163609, + "n_pred": 181156, + "n_ref": 173509 + }, + "10": { + "Dice": 0.678359504803308, + "FN": 22946, + "FP": 28548, + "IoU": 0.5132708230935007, + "TN": 130660996, + "TP": 54302, + "n_pred": 82850, + "n_ref": 77248 + }, + "11": { + "Dice": 0.0, + "FN": 4049, + "FP": 0, + "IoU": 0.0, + "TN": 130762743, + "TP": 0, + "n_pred": 0, + "n_ref": 4049 + }, + "12": { + "Dice": 0.0, + "FN": 3328, + "FP": 0, + "IoU": 0.0, + "TN": 130763464, + "TP": 0, + "n_pred": 0, + "n_ref": 3328 + }, + "13": { + "Dice": 0.38975886716898644, + "FN": 41219, + "FP": 21872, + "IoU": 0.24205000060067997, + "TN": 130683553, + "TP": 20148, + "n_pred": 42020, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9365333434961286, + "FN": 11982, + "FP": 8002, + "IoU": 0.8806419437492907, + "TN": 130599363, + "TP": 147445, + "n_pred": 155447, + "n_ref": 159427 + }, + "15": { + "Dice": 0.7755979177087385, + "FN": 7857, + "FP": 4256, + "IoU": 0.6334503419475882, + "TN": 130733746, + "TP": 20933, + "n_pred": 25189, + "n_ref": 28790 + }, + "2": { + "Dice": 0.7369620462631349, + "FN": 10458, + "FP": 100811, + "IoU": 0.583483690322001, + "TN": 130499650, + "TP": 155873, + "n_pred": 256684, + "n_ref": 166331 + }, + "3": { + "Dice": 0.5288539551575667, + "FN": 104453, + "FP": 5300, + "IoU": 0.35948433332749735, + "TN": 130595441, + "TP": 61598, + "n_pred": 66898, + "n_ref": 166051 + }, + "4": { + "Dice": 0.6213699254979473, + "FN": 13589, + "FP": 6333, + "IoU": 0.4507154870550608, + "TN": 130730523, + "TP": 16347, + "n_pred": 22680, + "n_ref": 29936 + }, + "5": { + "Dice": 0.06244402581760909, + "FN": 30298, + "FP": 61, + "IoU": 0.03222824354478802, + "TN": 130735422, + "TP": 1011, + "n_pred": 1072, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9167849008038031, + "FN": 43485, + "FP": 191355, + "IoU": 0.8463553559067873, + "TN": 129238330, + "TP": 1293622, + "n_pred": 1484977, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.8621365955465216, + "FN": 65096, + "FP": 56581, + "IoU": 0.7576802208175507, + "TN": 130264658, + "TP": 380457, + "n_pred": 437038, + "n_ref": 445553 + }, + "8": { + "Dice": 0.8188173453425442, + "FN": 61671, + "FP": 12919, + "IoU": 0.6932182267610442, + "TN": 130523655, + "TP": 168547, + "n_pred": 181466, + "n_ref": 230218 + }, + "9": { + "Dice": 0.7685311875913386, + "FN": 36031, + "FP": 3724, + "IoU": 0.6240768583397162, + "TN": 130661039, + "TP": 65998, + "n_pred": 69722, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7594040520337497, + "FN": 68268, + "FP": 15738, + "IoU": 0.6121284317256281, + "TN": 72019426, + "TP": 132576, + "n_pred": 148314, + "n_ref": 200844 + }, + "10": { + "Dice": 0.23976699347745825, + "FN": 48051, + "FP": 44610, + "IoU": 0.13621321301725503, + "TN": 72128735, + "TP": 14612, + "n_pred": 59222, + "n_ref": 62663 + }, + "11": { + "Dice": 0.0, + "FN": 2687, + "FP": 0, + "IoU": 0.0, + "TN": 72233321, + "TP": 0, + "n_pred": 0, + "n_ref": 2687 + }, + "12": { + "Dice": 0.0, + "FN": 4071, + "FP": 0, + "IoU": 0.0, + "TN": 72231937, + "TP": 0, + "n_pred": 0, + "n_ref": 4071 + }, + "13": { + "Dice": 0.12510321646800532, + "FN": 63999, + "FP": 26062, + "IoU": 0.06672538860103627, + "TN": 72139508, + "TP": 6439, + "n_pred": 32501, + "n_ref": 70438 + }, + "14": { + "Dice": 0.2563399849648387, + "FN": 33438, + "FP": 201009, + "IoU": 0.1470125957781222, + "TN": 71961154, + "TP": 40407, + "n_pred": 241416, + "n_ref": 73845 + }, + "15": { + "Dice": 0.7210913203279615, + "FN": 7912, + "FP": 7872, + "IoU": 0.5638333149110202, + "TN": 72199820, + "TP": 20404, + "n_pred": 28276, + "n_ref": 28316 + }, + "2": { + "Dice": 0.6331309767932918, + "FN": 49336, + "FP": 41011, + "IoU": 0.46319798462324574, + "TN": 72067702, + "TP": 77959, + "n_pred": 118970, + "n_ref": 127295 + }, + "3": { + "Dice": 0.706066631081607, + "FN": 16788, + "FP": 109315, + "IoU": 0.545674644492562, + "TN": 71958447, + "TP": 151458, + "n_pred": 260773, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 5940, + "IoU": 0.0, + "TN": 72230068, + "TP": 0, + "n_pred": 5940, + "n_ref": 0 + }, + "5": { + "Dice": 0.26306344347091737, + "FN": 6981, + "FP": 0, + "IoU": 0.15145253433815486, + "TN": 72227781, + "TP": 1246, + "n_pred": 1246, + "n_ref": 8227 + }, + "6": { + "Dice": 0.7160421692032664, + "FN": 51023, + "FP": 1107563, + "IoU": 0.557683556288559, + "TN": 69616648, + "TP": 1460774, + "n_pred": 2568337, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.390425392201342, + "FN": 208456, + "FP": 199998, + "IoU": 0.24256433365043514, + "TN": 71696749, + "TP": 130805, + "n_pred": 330803, + "n_ref": 339261 + }, + "8": { + "Dice": 0.8899995299794757, + "FN": 10773, + "FP": 3269, + "IoU": 0.8018010388437218, + "TN": 72165160, + "TP": 56806, + "n_pred": 60075, + "n_ref": 67579 + }, + "9": { + "Dice": 0.29642990236267425, + "FN": 39677, + "FP": 7522, + "IoU": 0.17400511007665115, + "TN": 72178866, + "TP": 9943, + "n_pred": 17465, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2943755598510207, + "FN": 48406, + "FP": 146165, + "IoU": 0.1725910774503842, + "TN": 52317963, + "TP": 40586, + "n_pred": 186751, + "n_ref": 88992 + }, + "10": { + "Dice": 0.027364268659815217, + "FN": 46525, + "FP": 322, + "IoU": 0.013871931966488444, + "TN": 52505614, + "TP": 659, + "n_pred": 981, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0, + "FN": 2042, + "FP": 0, + "IoU": 0.0, + "TN": 52551078, + "TP": 0, + "n_pred": 0, + "n_ref": 2042 + }, + "12": { + "Dice": 0.0, + "FN": 4066, + "FP": 0, + "IoU": 0.0, + "TN": 52549054, + "TP": 0, + "n_pred": 0, + "n_ref": 4066 + }, + "13": { + "Dice": 0.0, + "FN": 21615, + "FP": 240, + "IoU": 0.0, + "TN": 52531265, + "TP": 0, + "n_pred": 240, + "n_ref": 21615 + }, + "14": { + "Dice": 0.27340478981745103, + "FN": 46042, + "FP": 6020, + "IoU": 0.15834909549444687, + "TN": 52491263, + "TP": 9795, + "n_pred": 15815, + "n_ref": 55837 + }, + "15": { + "Dice": 0.48397901413877936, + "FN": 17105, + "FP": 304, + "IoU": 0.3192429515504634, + "TN": 52527547, + "TP": 8164, + "n_pred": 8468, + "n_ref": 25269 + }, + "2": { + "Dice": 0.41264077888276596, + "FN": 96550, + "FP": 13127, + "IoU": 0.25995425193821986, + "TN": 52404917, + "TP": 38526, + "n_pred": 51653, + "n_ref": 135076 + }, + "3": { + "Dice": 0.3941464725829129, + "FN": 104968, + "FP": 12238, + "IoU": 0.24544360108413646, + "TN": 52397789, + "TP": 38125, + "n_pred": 50363, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 145, + "IoU": 0.0, + "TN": 52551095, + "TP": 0, + "n_pred": 145, + "n_ref": 1880 + }, + "5": { + "Dice": 0.0, + "FN": 6282, + "FP": 0, + "IoU": 0.0, + "TN": 52546838, + "TP": 0, + "n_pred": 0, + "n_ref": 6282 + }, + "6": { + "Dice": 0.7855861290601232, + "FN": 218069, + "FP": 84755, + "IoU": 0.6468850100107395, + "TN": 51695541, + "TP": 554755, + "n_pred": 639510, + "n_ref": 772824 + }, + "7": { + "Dice": 0.3406208721169806, + "FN": 148840, + "FP": 22379, + "IoU": 0.20527007143420767, + "TN": 52337677, + "TP": 44224, + "n_pred": 66603, + "n_ref": 193064 + }, + "8": { + "Dice": 0.7024906353363454, + "FN": 25869, + "FP": 2644, + "IoU": 0.5414146937725167, + "TN": 52490944, + "TP": 33663, + "n_pred": 36307, + "n_ref": 59532 + }, + "9": { + "Dice": 0.6356558109605691, + "FN": 33637, + "FP": 17322, + "IoU": 0.4659057560893808, + "TN": 52457708, + "TP": 44453, + "n_pred": 61775, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8979838420317452, + "FN": 23682, + "FP": 37447, + "IoU": 0.8148554225260397, + "TN": 143807081, + "TP": 269040, + "n_pred": 306487, + "n_ref": 292722 + }, + "10": { + "Dice": 0.6843117609554068, + "FN": 34418, + "FP": 24503, + "IoU": 0.5201169552540275, + "TN": 144014468, + "TP": 63861, + "n_pred": 88364, + "n_ref": 98279 + }, + "11": { + "Dice": 0.0, + "FN": 6619, + "FP": 0, + "IoU": 0.0, + "TN": 144130631, + "TP": 0, + "n_pred": 0, + "n_ref": 6619 + }, + "12": { + "Dice": 0.0, + "FN": 5646, + "FP": 0, + "IoU": 0.0, + "TN": 144131604, + "TP": 0, + "n_pred": 0, + "n_ref": 5646 + }, + "13": { + "Dice": 0.5270154268756285, + "FN": 61325, + "FP": 15815, + "IoU": 0.3577874721102934, + "TN": 144017134, + "TP": 42976, + "n_pred": 58791, + "n_ref": 104301 + }, + "14": { + "Dice": 0.7413683913006021, + "FN": 164844, + "FP": 6269, + "IoU": 0.5890273104349351, + "TN": 143720889, + "TP": 245248, + "n_pred": 251517, + "n_ref": 410092 + }, + "15": { + "Dice": 0.6709360378492825, + "FN": 9832, + "FP": 2757, + "IoU": 0.5048184714628486, + "TN": 144111827, + "TP": 12834, + "n_pred": 15591, + "n_ref": 22666 + }, + "2": { + "Dice": 0.7773486744602215, + "FN": 11630, + "FP": 60782, + "IoU": 0.6357893360292527, + "TN": 143938431, + "TP": 126407, + "n_pred": 187189, + "n_ref": 138037 + }, + "3": { + "Dice": 0.7451109251022088, + "FN": 66486, + "FP": 7206, + "IoU": 0.5937663654956092, + "TN": 143955847, + "TP": 107711, + "n_pred": 114917, + "n_ref": 174197 + }, + "4": { + "Dice": 0.8827344674773285, + "FN": 6053, + "FP": 5934, + "IoU": 0.7900847576351919, + "TN": 144080146, + "TP": 45117, + "n_pred": 51051, + "n_ref": 51170 + }, + "5": { + "Dice": 0.0, + "FN": 32132, + "FP": 0, + "IoU": 0.0, + "TN": 144105118, + "TP": 0, + "n_pred": 0, + "n_ref": 32132 + }, + "6": { + "Dice": 0.8233617198080105, + "FN": 44740, + "FP": 518988, + "IoU": 0.6997577196567704, + "TN": 142259673, + "TP": 1313849, + "n_pred": 1832837, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.7242493316684405, + "FN": 76216, + "FP": 55402, + "IoU": 0.5677044501302293, + "TN": 143832787, + "TP": 172845, + "n_pred": 228247, + "n_ref": 249061 + }, + "8": { + "Dice": 0.8309701296781178, + "FN": 54885, + "FP": 15997, + "IoU": 0.7108202713839274, + "TN": 143892136, + "TP": 174232, + "n_pred": 190229, + "n_ref": 229117 + }, + "9": { + "Dice": 0.7601208785278722, + "FN": 24031, + "FP": 20421, + "IoU": 0.613060471270271, + "TN": 144022369, + "TP": 70429, + "n_pred": 90850, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8858375146983583, + "FN": 16635, + "FP": 34239, + "IoU": 0.7950703119020669, + "TN": 111530669, + "TP": 197377, + "n_pred": 231616, + "n_ref": 214012 + }, + "10": { + "Dice": 0.27842612796508764, + "FN": 36113, + "FP": 15144, + "IoU": 0.16172766820397083, + "TN": 111717774, + "TP": 9889, + "n_pred": 25033, + "n_ref": 46002 + }, + "11": { + "Dice": 0.0, + "FN": 3795, + "FP": 0, + "IoU": 0.0, + "TN": 111775125, + "TP": 0, + "n_pred": 0, + "n_ref": 3795 + }, + "12": { + "Dice": 0.0, + "FN": 4660, + "FP": 0, + "IoU": 0.0, + "TN": 111774260, + "TP": 0, + "n_pred": 0, + "n_ref": 4660 + }, + "13": { + "Dice": 0.4102978197881537, + "FN": 35667, + "FP": 13993, + "IoU": 0.25809728696067885, + "TN": 111711984, + "TP": 17276, + "n_pred": 31269, + "n_ref": 52943 + }, + "14": { + "Dice": 0.825477865637258, + "FN": 5799, + "FP": 30640, + "IoU": 0.7028201865988125, + "TN": 111656304, + "TP": 86177, + "n_pred": 116817, + "n_ref": 91976 + }, + "15": { + "Dice": 0.510208915628405, + "FN": 5347, + "FP": 4992, + "IoU": 0.34247010938692446, + "TN": 111763196, + "TP": 5385, + "n_pred": 10377, + "n_ref": 10732 + }, + "2": { + "Dice": 0.8419142176984687, + "FN": 52996, + "FP": 4579, + "IoU": 0.7269877849853951, + "TN": 111568032, + "TP": 153313, + "n_pred": 157892, + "n_ref": 206309 + }, + "3": { + "Dice": 0.6981990566487207, + "FN": 4821, + "FP": 45855, + "IoU": 0.5363331930389591, + "TN": 111669626, + "TP": 58618, + "n_pred": 104473, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8434105923188893, + "FN": 3614, + "FP": 1980, + "IoU": 0.7292221307904545, + "TN": 111758261, + "TP": 15065, + "n_pred": 17045, + "n_ref": 18679 + }, + "5": { + "Dice": 0.0, + "FN": 26416, + "FP": 0, + "IoU": 0.0, + "TN": 111752504, + "TP": 0, + "n_pred": 0, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9368426683430442, + "FN": 105140, + "FP": 47167, + "IoU": 0.8811891151453124, + "TN": 110496992, + "TP": 1129621, + "n_pred": 1176788, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.49802236096994335, + "FN": 152645, + "FP": 20211, + "IoU": 0.33157774658453304, + "TN": 111520317, + "TP": 85747, + "n_pred": 105958, + "n_ref": 238392 + }, + "8": { + "Dice": 0.7148402535483989, + "FN": 120716, + "FP": 4168, + "IoU": 0.5562267691017504, + "TN": 111497506, + "TP": 156530, + "n_pred": 160698, + "n_ref": 277246 + }, + "9": { + "Dice": 0.6543228033780488, + "FN": 38074, + "FP": 6583, + "IoU": 0.48624053749338486, + "TN": 111691998, + "TP": 42265, + "n_pred": 48848, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7328656164296192, + "FN": 50498, + "FP": 33270, + "IoU": 0.5783645570129962, + "TN": 198889201, + "TP": 114906, + "n_pred": 148176, + "n_ref": 165404 + }, + "10": { + "Dice": 0.6100121887515236, + "FN": 28094, + "FP": 16700, + "IoU": 0.4388615380760895, + "TN": 199008048, + "TP": 35033, + "n_pred": 51733, + "n_ref": 63127 + }, + "11": { + "Dice": 0.0, + "FN": 4435, + "FP": 0, + "IoU": 0.0, + "TN": 199083440, + "TP": 0, + "n_pred": 0, + "n_ref": 4435 + }, + "12": { + "Dice": 0.0, + "FN": 3335, + "FP": 0, + "IoU": 0.0, + "TN": 199084540, + "TP": 0, + "n_pred": 0, + "n_ref": 3335 + }, + "13": { + "Dice": 0.04166116640705441, + "FN": 34805, + "FP": 1494, + "IoU": 0.021273727351164798, + "TN": 199050787, + "TP": 789, + "n_pred": 2283, + "n_ref": 35594 + }, + "14": { + "Dice": 0.5062178725730324, + "FN": 22870, + "FP": 24103, + "IoU": 0.3388833373210792, + "TN": 199016824, + "TP": 24078, + "n_pred": 48181, + "n_ref": 46948 + }, + "15": { + "Dice": 0.023600420916088126, + "FN": 136783, + "FP": 10750, + "IoU": 0.011941118165501353, + "TN": 198938559, + "TP": 1783, + "n_pred": 12533, + "n_ref": 138566 + }, + "2": { + "Dice": 0.8585308362337256, + "FN": 13026, + "FP": 25385, + "IoU": 0.7521279273116809, + "TN": 198932912, + "TP": 116552, + "n_pred": 141937, + "n_ref": 129578 + }, + "3": { + "Dice": 0.8539925779591234, + "FN": 23194, + "FP": 16347, + "IoU": 0.7451893954039877, + "TN": 198932697, + "TP": 115637, + "n_pred": 131984, + "n_ref": 138831 + }, + "4": { + "Dice": 0.8035043804755945, + "FN": 3317, + "FP": 3434, + "IoU": 0.6715481171548117, + "TN": 199067321, + "TP": 13803, + "n_pred": 17237, + "n_ref": 17120 + }, + "5": { + "Dice": 0.0, + "FN": 20068, + "FP": 0, + "IoU": 0.0, + "TN": 199067807, + "TP": 0, + "n_pred": 0, + "n_ref": 20068 + }, + "6": { + "Dice": 0.8617278081419534, + "FN": 81938, + "FP": 262430, + "IoU": 0.7570489855640952, + "TN": 197670437, + "TP": 1073070, + "n_pred": 1335500, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.7384951884062009, + "FN": 50158, + "FP": 24925, + "IoU": 0.5854081424177668, + "TN": 198906774, + "TP": 106018, + "n_pred": 130943, + "n_ref": 156176 + }, + "8": { + "Dice": 0.8980438895510198, + "FN": 10605, + "FP": 13861, + "IoU": 0.8149543171779512, + "TN": 198955659, + "TP": 107750, + "n_pred": 121611, + "n_ref": 118355 + }, + "9": { + "Dice": 0.8494553551726213, + "FN": 18710, + "FP": 11308, + "IoU": 0.7383071652122364, + "TN": 198973168, + "TP": 84689, + "n_pred": 95997, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8488888117144225, + "FN": 13270, + "FP": 47647, + "IoU": 0.7374516209669773, + "TN": 130843170, + "TP": 171105, + "n_pred": 218752, + "n_ref": 184375 + }, + "10": { + "Dice": 0.6381113083510525, + "FN": 17298, + "FP": 56908, + "IoU": 0.46854879716964243, + "TN": 130935563, + "TP": 65423, + "n_pred": 122331, + "n_ref": 82721 + }, + "11": { + "Dice": 0.0, + "FN": 4071, + "FP": 0, + "IoU": 0.0, + "TN": 131071121, + "TP": 0, + "n_pred": 0, + "n_ref": 4071 + }, + "12": { + "Dice": 0.0, + "FN": 4635, + "FP": 0, + "IoU": 0.0, + "TN": 131070557, + "TP": 0, + "n_pred": 0, + "n_ref": 4635 + }, + "13": { + "Dice": 0.465937302756154, + "FN": 56939, + "FP": 19213, + "IoU": 0.30372767918369586, + "TN": 130965821, + "TP": 33219, + "n_pred": 52432, + "n_ref": 90158 + }, + "14": { + "Dice": 0.317969441655759, + "FN": 19081, + "FP": 141928, + "IoU": 0.18903903979530676, + "TN": 130876651, + "TP": 37532, + "n_pred": 179460, + "n_ref": 56613 + }, + "15": { + "Dice": 0.6652602628412483, + "FN": 6293, + "FP": 15128, + "IoU": 0.49841946285152317, + "TN": 131032485, + "TP": 21286, + "n_pred": 36414, + "n_ref": 27579 + }, + "2": { + "Dice": 0.6501135546320015, + "FN": 68511, + "FP": 30242, + "IoU": 0.48160610610085147, + "TN": 130884694, + "TP": 91745, + "n_pred": 121987, + "n_ref": 160256 + }, + "3": { + "Dice": 0.7221500358553371, + "FN": 21392, + "FP": 108407, + "IoU": 0.5651289714115325, + "TN": 130776715, + "TP": 168678, + "n_pred": 277085, + "n_ref": 190070 + }, + "4": { + "Dice": 0.5421094095267375, + "FN": 44867, + "FP": 2793, + "IoU": 0.37184505687135083, + "TN": 130999319, + "TP": 28213, + "n_pred": 31006, + "n_ref": 73080 + }, + "5": { + "Dice": 0.0, + "FN": 14699, + "FP": 0, + "IoU": 0.0, + "TN": 131060493, + "TP": 0, + "n_pred": 0, + "n_ref": 14699 + }, + "6": { + "Dice": 0.7428579682891533, + "FN": 53735, + "FP": 925341, + "IoU": 0.5909101354905751, + "TN": 128681889, + "TP": 1414227, + "n_pred": 2339568, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.4947963855039904, + "FN": 394612, + "FP": 386599, + "IoU": 0.3287238887409024, + "TN": 129911422, + "TP": 382559, + "n_pred": 769158, + "n_ref": 777171 + }, + "8": { + "Dice": 0.8686230512412303, + "FN": 24248, + "FP": 7193, + "IoU": 0.76775742354853, + "TN": 130939812, + "TP": 103939, + "n_pred": 111132, + "n_ref": 128187 + }, + "9": { + "Dice": 0.42904916396306464, + "FN": 44053, + "FP": 13142, + "IoU": 0.27311431657876345, + "TN": 130996507, + "TP": 21490, + "n_pred": 34632, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8202517130132478, + "FN": 12392, + "FP": 76642, + "IoU": 0.6952768841125334, + "TN": 101325020, + "TP": 203146, + "n_pred": 279788, + "n_ref": 215538 + }, + "10": { + "Dice": 0.44051557959547716, + "FN": 30512, + "FP": 8380, + "IoU": 0.28247513975241223, + "TN": 101562997, + "TP": 15311, + "n_pred": 23691, + "n_ref": 45823 + }, + "11": { + "Dice": 0.0, + "FN": 4959, + "FP": 0, + "IoU": 0.0, + "TN": 101612241, + "TP": 0, + "n_pred": 0, + "n_ref": 4959 + }, + "12": { + "Dice": 0.0, + "FN": 5490, + "FP": 0, + "IoU": 0.0, + "TN": 101611710, + "TP": 0, + "n_pred": 0, + "n_ref": 5490 + }, + "13": { + "Dice": 0.5952866754147104, + "FN": 20843, + "FP": 32514, + "IoU": 0.42377805136180047, + "TN": 101524602, + "TP": 39241, + "n_pred": 71755, + "n_ref": 60084 + }, + "14": { + "Dice": 0.8901371789309916, + "FN": 2267, + "FP": 12421, + "IoU": 0.802024504319931, + "TN": 101543009, + "TP": 59503, + "n_pred": 71924, + "n_ref": 61770 + }, + "15": { + "Dice": 0.705627304563731, + "FN": 14225, + "FP": 1662, + "IoU": 0.5451500229042602, + "TN": 101582272, + "TP": 19041, + "n_pred": 20703, + "n_ref": 33266 + }, + "2": { + "Dice": 0.6835827939590076, + "FN": 70954, + "FP": 22908, + "IoU": 0.5192751893716293, + "TN": 101421949, + "TP": 101389, + "n_pred": 124297, + "n_ref": 172343 + }, + "3": { + "Dice": 0.7660044493535991, + "FN": 25260, + "FP": 64986, + "IoU": 0.6207513867876954, + "TN": 101379240, + "TP": 147714, + "n_pred": 212700, + "n_ref": 172974 + }, + "4": { + "Dice": 0.24277733215125033, + "FN": 7587, + "FP": 46222, + "IoU": 0.13815968607351645, + "TN": 101554765, + "TP": 8626, + "n_pred": 54848, + "n_ref": 16213 + }, + "5": { + "Dice": 0.0, + "FN": 30371, + "FP": 0, + "IoU": 0.0, + "TN": 101586829, + "TP": 0, + "n_pred": 0, + "n_ref": 30371 + }, + "6": { + "Dice": 0.8369287172645868, + "FN": 199628, + "FP": 320247, + "IoU": 0.7195850587044196, + "TN": 99763251, + "TP": 1334074, + "n_pred": 1654321, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.8368460619792445, + "FN": 66612, + "FP": 74237, + "IoU": 0.719462862674254, + "TN": 101115131, + "TP": 361220, + "n_pred": 435457, + "n_ref": 427832 + }, + "8": { + "Dice": 0.7770565637832826, + "FN": 61830, + "FP": 35784, + "IoU": 0.6353986135181976, + "TN": 101349472, + "TP": 170114, + "n_pred": 205898, + "n_ref": 231944 + }, + "9": { + "Dice": 0.7681469127895548, + "FN": 20430, + "FP": 16133, + "IoU": 0.6235702298957079, + "TN": 101520069, + "TP": 60568, + "n_pred": 76701, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9041666559651524, + "FN": 35569, + "FP": 1744, + "IoU": 0.8250950392109988, + "TN": 118968879, + "TP": 176020, + "n_pred": 177764, + "n_ref": 211589 + }, + "10": { + "Dice": 0.5258644858215435, + "FN": 42296, + "FP": 27043, + "IoU": 0.3567273705596942, + "TN": 119074421, + "TP": 38452, + "n_pred": 65495, + "n_ref": 80748 + }, + "11": { + "Dice": 0.0, + "FN": 4038, + "FP": 0, + "IoU": 0.0, + "TN": 119178174, + "TP": 0, + "n_pred": 0, + "n_ref": 4038 + }, + "12": { + "Dice": 0.0, + "FN": 4135, + "FP": 0, + "IoU": 0.0, + "TN": 119178077, + "TP": 0, + "n_pred": 0, + "n_ref": 4135 + }, + "13": { + "Dice": 0.479291181713327, + "FN": 14791, + "FP": 24937, + "IoU": 0.31517617044749363, + "TN": 119124200, + "TP": 18284, + "n_pred": 43221, + "n_ref": 33075 + }, + "14": { + "Dice": 0.11467381590705987, + "FN": 59451, + "FP": 39617, + "IoU": 0.06082439042888021, + "TN": 119076728, + "TP": 6416, + "n_pred": 46033, + "n_ref": 65867 + }, + "15": { + "Dice": 0.6112446224595758, + "FN": 10419, + "FP": 2684, + "IoU": 0.4401384378738677, + "TN": 119158808, + "TP": 10301, + "n_pred": 12985, + "n_ref": 20720 + }, + "2": { + "Dice": 0.7803599056315863, + "FN": 46458, + "FP": 36307, + "IoU": 0.6398280191302607, + "TN": 118952419, + "TP": 147028, + "n_pred": 183335, + "n_ref": 193486 + }, + "3": { + "Dice": 0.793739621010487, + "FN": 57432, + "FP": 15104, + "IoU": 0.6580168219364085, + "TN": 118970108, + "TP": 139568, + "n_pred": 154672, + "n_ref": 197000 + }, + "4": { + "Dice": 0.13701794537248946, + "FN": 40134, + "FP": 213, + "IoU": 0.07354764638346728, + "TN": 119138662, + "TP": 3203, + "n_pred": 3416, + "n_ref": 43337 + }, + "5": { + "Dice": 0.0, + "FN": 17722, + "FP": 0, + "IoU": 0.0, + "TN": 119164490, + "TP": 0, + "n_pred": 0, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9317712506955942, + "FN": 56958, + "FP": 189363, + "IoU": 0.8722581668976161, + "TN": 117253940, + "TP": 1681951, + "n_pred": 1871314, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.6892712249780802, + "FN": 112099, + "FP": 55175, + "IoU": 0.525868690848382, + "TN": 118829411, + "TP": 185527, + "n_pred": 240702, + "n_ref": 297626 + }, + "8": { + "Dice": 0.8712341346626874, + "FN": 15752, + "FP": 3879, + "IoU": 0.7718466348221238, + "TN": 119096169, + "TP": 66412, + "n_pred": 70291, + "n_ref": 82164 + }, + "9": { + "Dice": 0.7028669591343686, + "FN": 34172, + "FP": 9243, + "IoU": 0.5418618884808577, + "TN": 119087448, + "TP": 51349, + "n_pred": 60592, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 11108, + "IoU": 0.0, + "TN": 61321372, + "TP": 0, + "n_pred": 11108, + "n_ref": 0 + }, + "10": { + "Dice": 0.3397342303214002, + "FN": 25237, + "FP": 10488, + "IoU": 0.2046264137501113, + "TN": 61287564, + "TP": 9191, + "n_pred": 19679, + "n_ref": 34428 + }, + "11": { + "Dice": 0.0, + "FN": 3864, + "FP": 0, + "IoU": 0.0, + "TN": 61328616, + "TP": 0, + "n_pred": 0, + "n_ref": 3864 + }, + "12": { + "Dice": 0.0, + "FN": 4850, + "FP": 0, + "IoU": 0.0, + "TN": 61327630, + "TP": 0, + "n_pred": 0, + "n_ref": 4850 + }, + "13": { + "Dice": 0.19997232739210827, + "FN": 44747, + "FP": 18856, + "IoU": 0.11109402951699464, + "TN": 61260928, + "TP": 7949, + "n_pred": 26805, + "n_ref": 52696 + }, + "14": { + "Dice": 0.7963977225986621, + "FN": 86636, + "FP": 7414, + "IoU": 0.6616784776430806, + "TN": 61054490, + "TP": 183940, + "n_pred": 191354, + "n_ref": 270576 + }, + "15": { + "Dice": 0.14513755236046644, + "FN": 90536, + "FP": 76, + "IoU": 0.0782470703125, + "TN": 61234176, + "TP": 7692, + "n_pred": 7768, + "n_ref": 98228 + }, + "2": { + "Dice": 0.517718557857967, + "FN": 95433, + "FP": 26617, + "IoU": 0.34927142925692717, + "TN": 61144921, + "TP": 65509, + "n_pred": 92126, + "n_ref": 160942 + }, + "3": { + "Dice": 0.5946089529557479, + "FN": 32390, + "FP": 98859, + "IoU": 0.4230914621281384, + "TN": 61104976, + "TP": 96255, + "n_pred": 195114, + "n_ref": 128645 + }, + "4": { + "Dice": 0.755952212839269, + "FN": 15423, + "FP": 1859, + "IoU": 0.6076552851434799, + "TN": 61288432, + "TP": 26766, + "n_pred": 28625, + "n_ref": 42189 + }, + "5": { + "Dice": 0.0, + "FN": 8572, + "FP": 0, + "IoU": 0.0, + "TN": 61323908, + "TP": 0, + "n_pred": 0, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9176937132167454, + "FN": 35607, + "FP": 174350, + "IoU": 0.8479057401987772, + "TN": 59952040, + "TP": 1170483, + "n_pred": 1344833, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.21930725789036273, + "FN": 170714, + "FP": 67886, + "IoU": 0.12315839375553539, + "TN": 61060367, + "TP": 33513, + "n_pred": 101399, + "n_ref": 204227 + }, + "8": { + "Dice": 0.525853919838669, + "FN": 48836, + "FP": 11354, + "IoU": 0.35671764617867413, + "TN": 61238913, + "TP": 33377, + "n_pred": 44731, + "n_ref": 82213 + }, + "9": { + "Dice": 0.6374199593940341, + "FN": 22560, + "FP": 23872, + "IoU": 0.46780368154413954, + "TN": 61245234, + "TP": 40814, + "n_pred": 64686, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9268870011503407, + "FN": 9560, + "FP": 16880, + "IoU": 0.8637366261930776, + "TN": 148913464, + "TP": 167596, + "n_pred": 184476, + "n_ref": 177156 + }, + "10": { + "Dice": 0.6562852152355195, + "FN": 26211, + "FP": 22591, + "IoU": 0.48841109934691224, + "TN": 149012107, + "TP": 46591, + "n_pred": 69182, + "n_ref": 72802 + }, + "11": { + "Dice": 0.0, + "FN": 2604, + "FP": 0, + "IoU": 0.0, + "TN": 149104896, + "TP": 0, + "n_pred": 0, + "n_ref": 2604 + }, + "12": { + "Dice": 0.0, + "FN": 2097, + "FP": 0, + "IoU": 0.0, + "TN": 149105403, + "TP": 0, + "n_pred": 0, + "n_ref": 2097 + }, + "13": { + "Dice": 0.18180565805658055, + "FN": 75129, + "FP": 8020, + "IoU": 0.09999242317642093, + "TN": 149015113, + "TP": 9238, + "n_pred": 17258, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8429486525632918, + "FN": 10425, + "FP": 20369, + "IoU": 0.7285317582756645, + "TN": 148994065, + "TP": 82641, + "n_pred": 103010, + "n_ref": 93066 + }, + "15": { + "Dice": 0.8265846225631006, + "FN": 9699, + "FP": 2194, + "IoU": 0.7044262743246266, + "TN": 149067263, + "TP": 28344, + "n_pred": 30538, + "n_ref": 38043 + }, + "2": { + "Dice": 0.8812711991390936, + "FN": 27614, + "FP": 7250, + "IoU": 0.7877433730685401, + "TN": 148943246, + "TP": 129390, + "n_pred": 136640, + "n_ref": 157004 + }, + "3": { + "Dice": 0.5281639491297395, + "FN": 28876, + "FP": 26887, + "IoU": 0.35884699849378543, + "TN": 149020527, + "TP": 31210, + "n_pred": 58097, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9001129898705572, + "FN": 3129, + "FP": 1910, + "IoU": 0.81836859748405, + "TN": 149079757, + "TP": 22704, + "n_pred": 24614, + "n_ref": 25833 + }, + "5": { + "Dice": 0.0, + "FN": 33716, + "FP": 0, + "IoU": 0.0, + "TN": 149073784, + "TP": 0, + "n_pred": 0, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9277139166732015, + "FN": 76815, + "FP": 83579, + "IoU": 0.8651738851211631, + "TN": 147917864, + "TP": 1029242, + "n_pred": 1112821, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.48636221573602717, + "FN": 183319, + "FP": 10607, + "IoU": 0.3213200811926927, + "TN": 148821760, + "TP": 91814, + "n_pred": 102421, + "n_ref": 275133 + }, + "8": { + "Dice": 0.8567316839954991, + "FN": 51661, + "FP": 7673, + "IoU": 0.7493706175551238, + "TN": 148870760, + "TP": 177406, + "n_pred": 185079, + "n_ref": 229067 + }, + "9": { + "Dice": 0.5755872395519207, + "FN": 51699, + "FP": 1078, + "IoU": 0.40408739343984645, + "TN": 149018935, + "TP": 35788, + "n_pred": 36866, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3274362865747694, + "FN": 411003, + "FP": 16650, + "IoU": 0.19576909623622954, + "TN": 100181046, + "TP": 104101, + "n_pred": 120751, + "n_ref": 515104 + }, + "10": { + "Dice": 0.26403877466015374, + "FN": 31498, + "FP": 7374, + "IoU": 0.15209946559057694, + "TN": 100666955, + "TP": 6973, + "n_pred": 14347, + "n_ref": 38471 + }, + "11": { + "Dice": 0.0, + "FN": 3481, + "FP": 0, + "IoU": 0.0, + "TN": 100709319, + "TP": 0, + "n_pred": 0, + "n_ref": 3481 + }, + "12": { + "Dice": 0.0, + "FN": 5873, + "FP": 0, + "IoU": 0.0, + "TN": 100706927, + "TP": 0, + "n_pred": 0, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0, + "FN": 39155, + "FP": 2449, + "IoU": 0.0, + "TN": 100671196, + "TP": 0, + "n_pred": 2449, + "n_ref": 39155 + }, + "14": { + "Dice": 0.5522291504286828, + "FN": 83044, + "FP": 31854, + "IoU": 0.3814340857824268, + "TN": 100527051, + "TP": 70851, + "n_pred": 102705, + "n_ref": 153895 + }, + "15": { + "Dice": 0.08265608518760359, + "FN": 91152, + "FP": 165, + "IoU": 0.043109681340444926, + "TN": 100617369, + "TP": 4114, + "n_pred": 4279, + "n_ref": 95266 + }, + "2": { + "Dice": 0.36532930404540814, + "FN": 154214, + "FP": 120071, + "IoU": 0.22348801195831575, + "TN": 100359573, + "TP": 78942, + "n_pred": 199013, + "n_ref": 233156 + }, + "3": { + "Dice": 0.2788572382872027, + "FN": 163833, + "FP": 147074, + "IoU": 0.16201865672647492, + "TN": 100341781, + "TP": 60112, + "n_pred": 207186, + "n_ref": 223945 + }, + "4": { + "Dice": 0.02810603641009262, + "FN": 56816, + "FP": 1001, + "IoU": 0.014253320375769355, + "TN": 100654147, + "TP": 836, + "n_pred": 1837, + "n_ref": 57652 + }, + "5": { + "Dice": 0.0, + "FN": 16473, + "FP": 0, + "IoU": 0.0, + "TN": 100696327, + "TP": 0, + "n_pred": 0, + "n_ref": 16473 + }, + "6": { + "Dice": 0.4064542087799681, + "FN": 1360862, + "FP": 733862, + "IoU": 0.25506277323150117, + "TN": 97900853, + "TP": 717223, + "n_pred": 1451085, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.2113680889606843, + "FN": 122184, + "FP": 251775, + "IoU": 0.11817305039462546, + "TN": 100288727, + "TP": 50114, + "n_pred": 301889, + "n_ref": 172298 + }, + "8": { + "Dice": 0.7942955518332403, + "FN": 20645, + "FP": 23565, + "IoU": 0.6587813066800448, + "TN": 100583235, + "TP": 85355, + "n_pred": 108920, + "n_ref": 106000 + }, + "9": { + "Dice": 0.44248054609224735, + "FN": 66657, + "FP": 22041, + "IoU": 0.28409311035061663, + "TN": 100588904, + "TP": 35198, + "n_pred": 57239, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9411910298245957, + "FN": 5583, + "FP": 3446, + "IoU": 0.8889148622047244, + "TN": 78869420, + "TP": 72251, + "n_pred": 75697, + "n_ref": 77834 + }, + "10": { + "Dice": 0.5940361971216747, + "FN": 17150, + "FP": 12638, + "IoU": 0.42251172889767746, + "TN": 78899118, + "TP": 21794, + "n_pred": 34432, + "n_ref": 38944 + }, + "11": { + "Dice": 0.0, + "FN": 1368, + "FP": 0, + "IoU": 0.0, + "TN": 78949332, + "TP": 0, + "n_pred": 0, + "n_ref": 1368 + }, + "12": { + "Dice": 0.0, + "FN": 2560, + "FP": 0, + "IoU": 0.0, + "TN": 78948140, + "TP": 0, + "n_pred": 0, + "n_ref": 2560 + }, + "13": { + "Dice": 0.12211544540684074, + "FN": 55542, + "FP": 0, + "IoU": 0.06502819627977444, + "TN": 78891295, + "TP": 3863, + "n_pred": 3863, + "n_ref": 59405 + }, + "14": { + "Dice": 0.3914910075420615, + "FN": 17147, + "FP": 14319, + "IoU": 0.2433875156295085, + "TN": 78909112, + "TP": 10122, + "n_pred": 24441, + "n_ref": 27269 + }, + "15": { + "Dice": 0.8622458001768346, + "FN": 10359, + "FP": 5221, + "IoU": 0.7578489275722723, + "TN": 78886360, + "TP": 48760, + "n_pred": 53981, + "n_ref": 59119 + }, + "2": { + "Dice": 0.631899772086688, + "FN": 53265, + "FP": 1325, + "IoU": 0.4618811978786744, + "TN": 78849254, + "TP": 46856, + "n_pred": 48181, + "n_ref": 100121 + }, + "3": { + "Dice": 0.8093952594228685, + "FN": 5523, + "FP": 31757, + "IoU": 0.6798186096844564, + "TN": 78834266, + "TP": 79154, + "n_pred": 110911, + "n_ref": 84677 + }, + "4": { + "Dice": 0.7715864138589551, + "FN": 5815, + "FP": 883, + "IoU": 0.6281161512409084, + "TN": 78932689, + "TP": 11313, + "n_pred": 12196, + "n_ref": 17128 + }, + "5": { + "Dice": 0.0, + "FN": 34798, + "FP": 0, + "IoU": 0.0, + "TN": 78915902, + "TP": 0, + "n_pred": 0, + "n_ref": 34798 + }, + "6": { + "Dice": 0.8313064816994766, + "FN": 156261, + "FP": 67293, + "IoU": 0.7113126484250001, + "TN": 78176319, + "TP": 550827, + "n_pred": 618120, + "n_ref": 707088 + }, + "7": { + "Dice": 0.2889410601754603, + "FN": 598347, + "FP": 5886, + "IoU": 0.16886680724457667, + "TN": 78223701, + "TP": 122766, + "n_pred": 128652, + "n_ref": 721113 + }, + "8": { + "Dice": 0.5735329864285514, + "FN": 197798, + "FP": 455, + "IoU": 0.4020653691756921, + "TN": 78619137, + "TP": 133310, + "n_pred": 133765, + "n_ref": 331108 + }, + "9": { + "Dice": 0.14724372137103142, + "FN": 52387, + "FP": 1601, + "IoU": 0.07947279578509438, + "TN": 78892051, + "TP": 4661, + "n_pred": 6262, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9205690438311314, + "FN": 8460, + "FP": 15655, + "IoU": 0.8528280929596719, + "TN": 104840584, + "TP": 139741, + "n_pred": 155396, + "n_ref": 148201 + }, + "10": { + "Dice": 0.6884651983995047, + "FN": 27184, + "FP": 27162, + "IoU": 0.5249309416413162, + "TN": 104890044, + "TP": 60050, + "n_pred": 87212, + "n_ref": 87234 + }, + "11": { + "Dice": 0.0, + "FN": 4331, + "FP": 0, + "IoU": 0.0, + "TN": 105000109, + "TP": 0, + "n_pred": 0, + "n_ref": 4331 + }, + "12": { + "Dice": 0.0, + "FN": 4833, + "FP": 0, + "IoU": 0.0, + "TN": 104999607, + "TP": 0, + "n_pred": 0, + "n_ref": 4833 + }, + "13": { + "Dice": 0.4944005922202233, + "FN": 49100, + "FP": 9637, + "IoU": 0.32837459264764735, + "TN": 104916985, + "TP": 28718, + "n_pred": 38355, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9248935821872953, + "FN": 2291, + "FP": 8719, + "IoU": 0.8602809609015114, + "TN": 104925639, + "TP": 67791, + "n_pred": 76510, + "n_ref": 70082 + }, + "15": { + "Dice": 0.7271737247234116, + "FN": 9670, + "FP": 1353, + "IoU": 0.5713063430949326, + "TN": 104978727, + "TP": 14690, + "n_pred": 16043, + "n_ref": 24360 + }, + "2": { + "Dice": 0.8081978459963628, + "FN": 22318, + "FP": 48134, + "IoU": 0.6781308821110725, + "TN": 104785556, + "TP": 148432, + "n_pred": 196566, + "n_ref": 170750 + }, + "3": { + "Dice": 0.7485501802884615, + "FN": 53896, + "FP": 13050, + "IoU": 0.5981463807002695, + "TN": 104837847, + "TP": 99647, + "n_pred": 112697, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 8500, + "IoU": 0.0, + "TN": 104995940, + "TP": 0, + "n_pred": 8500, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 30080, + "FP": 0, + "IoU": 0.0, + "TN": 104974360, + "TP": 0, + "n_pred": 0, + "n_ref": 30080 + }, + "6": { + "Dice": 0.8264868484920087, + "FN": 43118, + "FP": 457697, + "IoU": 0.7042842659496011, + "TN": 103310871, + "TP": 1192754, + "n_pred": 1650451, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.7598115003547562, + "FN": 35725, + "FP": 87160, + "IoU": 0.6126580762296219, + "TN": 104687188, + "TP": 194367, + "n_pred": 281527, + "n_ref": 230092 + }, + "8": { + "Dice": 0.7694294841484933, + "FN": 132665, + "FP": 7286, + "IoU": 0.625262408157145, + "TN": 104630976, + "TP": 233513, + "n_pred": 240799, + "n_ref": 366178 + }, + "9": { + "Dice": 0.7904747994517224, + "FN": 23197, + "FP": 14101, + "IoU": 0.6535414054154475, + "TN": 104896785, + "TP": 70357, + "n_pred": 84458, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7669732864538059, + "FN": 152098, + "FP": 9551, + "IoU": 0.622024874260822, + "TN": 177248617, + "TP": 266022, + "n_pred": 275573, + "n_ref": 418120 + }, + "10": { + "Dice": 0.21375358166189112, + "FN": 59652, + "FP": 30900, + "IoU": 0.11966634584536413, + "TN": 177573427, + "TP": 12309, + "n_pred": 43209, + "n_ref": 71961 + }, + "11": { + "Dice": 0.0, + "FN": 4743, + "FP": 0, + "IoU": 0.0, + "TN": 177671545, + "TP": 0, + "n_pred": 0, + "n_ref": 4743 + }, + "12": { + "Dice": 0.0, + "FN": 5198, + "FP": 0, + "IoU": 0.0, + "TN": 177671090, + "TP": 0, + "n_pred": 0, + "n_ref": 5198 + }, + "13": { + "Dice": 0.5345163628175991, + "FN": 39100, + "FP": 27055, + "IoU": 0.3647371756707446, + "TN": 177572150, + "TP": 37983, + "n_pred": 65038, + "n_ref": 77083 + }, + "14": { + "Dice": 0.8884687394493723, + "FN": 3877, + "FP": 14292, + "IoU": 0.799319615184952, + "TN": 177585751, + "TP": 72368, + "n_pred": 86660, + "n_ref": 76245 + }, + "15": { + "Dice": 0.7429690429565434, + "FN": 5337, + "FP": 7001, + "IoU": 0.5910507126284389, + "TN": 177646118, + "TP": 17832, + "n_pred": 24833, + "n_ref": 23169 + }, + "2": { + "Dice": 0.678081298761382, + "FN": 53142, + "FP": 99940, + "IoU": 0.5129523458031345, + "TN": 177361982, + "TP": 161224, + "n_pred": 261164, + "n_ref": 214366 + }, + "3": { + "Dice": 0.5487764334310921, + "FN": 114608, + "FP": 37402, + "IoU": 0.3781474102770744, + "TN": 177431841, + "TP": 92437, + "n_pred": 129839, + "n_ref": 207045 + }, + "4": { + "Dice": 0.6364352107545329, + "FN": 7353, + "FP": 23586, + "IoU": 0.46674365294127784, + "TN": 177618269, + "TP": 27080, + "n_pred": 50666, + "n_ref": 34433 + }, + "5": { + "Dice": 0.0, + "FN": 31181, + "FP": 0, + "IoU": 0.0, + "TN": 177645107, + "TP": 0, + "n_pred": 0, + "n_ref": 31181 + }, + "6": { + "Dice": 0.8296111837471647, + "FN": 95827, + "FP": 606476, + "IoU": 0.7088338270381649, + "TN": 175264253, + "TP": 1709732, + "n_pred": 2316208, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.8160439130369337, + "FN": 42907, + "FP": 103745, + "IoU": 0.6892518413669766, + "TN": 177204356, + "TP": 325280, + "n_pred": 429025, + "n_ref": 368187 + }, + "8": { + "Dice": 0.8255813953488372, + "FN": 39340, + "FP": 28310, + "IoU": 0.7029702970297029, + "TN": 177448533, + "TP": 160105, + "n_pred": 188415, + "n_ref": 199445 + }, + "9": { + "Dice": 0.8195467049098072, + "FN": 20074, + "FP": 30635, + "IoU": 0.6942644053081232, + "TN": 177510429, + "TP": 115150, + "n_pred": 145785, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9322705673681214, + "FN": 16766, + "FP": 7978, + "IoU": 0.8731337161607875, + "TN": 193810495, + "TP": 170296, + "n_pred": 178274, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8095161835619851, + "FN": 18805, + "FP": 13310, + "IoU": 0.6799892383116106, + "TN": 193905179, + "TP": 68241, + "n_pred": 81551, + "n_ref": 87046 + }, + "11": { + "Dice": 0.0, + "FN": 3112, + "FP": 0, + "IoU": 0.0, + "TN": 194002423, + "TP": 0, + "n_pred": 0, + "n_ref": 3112 + }, + "12": { + "Dice": 0.0, + "FN": 3950, + "FP": 0, + "IoU": 0.0, + "TN": 194001585, + "TP": 0, + "n_pred": 0, + "n_ref": 3950 + }, + "13": { + "Dice": 0.35979019839933973, + "FN": 50311, + "FP": 8644, + "IoU": 0.21935620555871876, + "TN": 193930014, + "TP": 16566, + "n_pred": 25210, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8589220605754305, + "FN": 4523, + "FP": 18925, + "IoU": 0.7527286532316745, + "TN": 193910708, + "TP": 71379, + "n_pred": 90304, + "n_ref": 75902 + }, + "15": { + "Dice": 0.7744642893344416, + "FN": 1865, + "FP": 9260, + "IoU": 0.6319393899292001, + "TN": 193975309, + "TP": 19101, + "n_pred": 28361, + "n_ref": 20966 + }, + "2": { + "Dice": 0.8663760699320031, + "FN": 10402, + "FP": 29235, + "IoU": 0.7642535120796508, + "TN": 193837401, + "TP": 128497, + "n_pred": 157732, + "n_ref": 138899 + }, + "3": { + "Dice": 0.7894997029707084, + "FN": 39532, + "FP": 11139, + "IoU": 0.6522094252337091, + "TN": 193859841, + "TP": 95023, + "n_pred": 106162, + "n_ref": 134555 + }, + "4": { + "Dice": 0.8825988900995869, + "FN": 3614, + "FP": 1019, + "IoU": 0.7898675616835994, + "TN": 193983487, + "TP": 17415, + "n_pred": 18434, + "n_ref": 21029 + }, + "5": { + "Dice": 0.0, + "FN": 27270, + "FP": 0, + "IoU": 0.0, + "TN": 193978265, + "TP": 0, + "n_pred": 0, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9218639179494791, + "FN": 93222, + "FP": 125790, + "IoU": 0.8550533956679885, + "TN": 192494551, + "TP": 1291972, + "n_pred": 1417762, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.8059392801428703, + "FN": 93622, + "FP": 16346, + "IoU": 0.6749566975449134, + "TN": 193667217, + "TP": 228350, + "n_pred": 244696, + "n_ref": 321972 + }, + "8": { + "Dice": 0.74654870424588, + "FN": 95420, + "FP": 3701, + "IoU": 0.5955945051672155, + "TN": 193760432, + "TP": 145982, + "n_pred": 149683, + "n_ref": 241402 + }, + "9": { + "Dice": 0.5967641958197811, + "FN": 55575, + "FP": 2322, + "IoU": 0.425277201481055, + "TN": 193904796, + "TP": 42842, + "n_pred": 45164, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8715410022599048, + "FN": 4156, + "FP": 28358, + "IoU": 0.7723284620932561, + "TN": 99512989, + "TP": 110297, + "n_pred": 138655, + "n_ref": 114453 + }, + "10": { + "Dice": 0.5611856085586576, + "FN": 41051, + "FP": 6857, + "IoU": 0.3900333579486135, + "TN": 99577258, + "TP": 30634, + "n_pred": 37491, + "n_ref": 71685 + }, + "11": { + "Dice": 0.0, + "FN": 3642, + "FP": 0, + "IoU": 0.0, + "TN": 99652158, + "TP": 0, + "n_pred": 0, + "n_ref": 3642 + }, + "12": { + "Dice": 0.0, + "FN": 3568, + "FP": 0, + "IoU": 0.0, + "TN": 99652232, + "TP": 0, + "n_pred": 0, + "n_ref": 3568 + }, + "13": { + "Dice": 0.3650895559544555, + "FN": 31499, + "FP": 16958, + "IoU": 0.2233085960666143, + "TN": 99593411, + "TP": 13932, + "n_pred": 30890, + "n_ref": 45431 + }, + "14": { + "Dice": 0.4745177349097698, + "FN": 23638, + "FP": 43918, + "IoU": 0.3110608007505762, + "TN": 99557742, + "TP": 30502, + "n_pred": 74420, + "n_ref": 54140 + }, + "15": { + "Dice": 0.6043458955430981, + "FN": 16170, + "FP": 12344, + "IoU": 0.4330198246207075, + "TN": 99605509, + "TP": 21777, + "n_pred": 34121, + "n_ref": 37947 + }, + "2": { + "Dice": 0.7614753140646434, + "FN": 26770, + "FP": 28349, + "IoU": 0.6148244945877387, + "TN": 99512699, + "TP": 87982, + "n_pred": 116331, + "n_ref": 114752 + }, + "3": { + "Dice": 0.792398520979195, + "FN": 36266, + "FP": 9605, + "IoU": 0.6561755138141424, + "TN": 99522386, + "TP": 87543, + "n_pred": 97148, + "n_ref": 123809 + }, + "4": { + "Dice": 0.612470191045256, + "FN": 7477, + "FP": 6986, + "IoU": 0.4414104742777692, + "TN": 99629908, + "TP": 11429, + "n_pred": 18415, + "n_ref": 18906 + }, + "5": { + "Dice": 0.0, + "FN": 6966, + "FP": 0, + "IoU": 0.0, + "TN": 99648834, + "TP": 0, + "n_pred": 0, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9414797891485532, + "FN": 63238, + "FP": 97237, + "IoU": 0.8894301492753274, + "TN": 98204455, + "TP": 1290870, + "n_pred": 1388107, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.7589790625397013, + "FN": 44503, + "FP": 33280, + "IoU": 0.6115763559097741, + "TN": 99455547, + "TP": 122470, + "n_pred": 155750, + "n_ref": 166973 + }, + "8": { + "Dice": 0.935481707348533, + "FN": 10264, + "FP": 2241, + "IoU": 0.8787840601766137, + "TN": 99552637, + "TP": 90658, + "n_pred": 92899, + "n_ref": 100922 + }, + "9": { + "Dice": 0.8632188406464386, + "FN": 20541, + "FP": 3225, + "IoU": 0.7593535779017608, + "TN": 99557041, + "TP": 74993, + "n_pred": 78218, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6713723465647201, + "FN": 220639, + "FP": 882, + "IoU": 0.5053126395712372, + "TN": 62635720, + "TP": 226279, + "n_pred": 227161, + "n_ref": 446918 + }, + "10": { + "Dice": 0.7235869834360705, + "FN": 15322, + "FP": 27098, + "IoU": 0.5668909467751652, + "TN": 62985577, + "TP": 55523, + "n_pred": 82621, + "n_ref": 70845 + }, + "11": { + "Dice": 0.0, + "FN": 3545, + "FP": 0, + "IoU": 0.0, + "TN": 63079975, + "TP": 0, + "n_pred": 0, + "n_ref": 3545 + }, + "12": { + "Dice": 0.0, + "FN": 3502, + "FP": 0, + "IoU": 0.0, + "TN": 63080018, + "TP": 0, + "n_pred": 0, + "n_ref": 3502 + }, + "13": { + "Dice": 0.18836711429921874, + "FN": 38880, + "FP": 19504, + "IoU": 0.10397642689421262, + "TN": 63018361, + "TP": 6775, + "n_pred": 26279, + "n_ref": 45655 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7492170160295931, + "FN": 2449, + "FP": 78905, + "IoU": 0.5989984079023251, + "TN": 62880643, + "TP": 121523, + "n_pred": 200428, + "n_ref": 123972 + }, + "3": { + "Dice": 0.5654427022648335, + "FN": 76633, + "FP": 1689, + "IoU": 0.39415832546914403, + "TN": 62954242, + "TP": 50956, + "n_pred": 52645, + "n_ref": 127589 + }, + "4": { + "Dice": 0.0, + "FN": 18029, + "FP": 0, + "IoU": 0.0, + "TN": 63065491, + "TP": 0, + "n_pred": 0, + "n_ref": 18029 + }, + "5": { + "Dice": 0.0, + "FN": 16954, + "FP": 0, + "IoU": 0.0, + "TN": 63066566, + "TP": 0, + "n_pred": 0, + "n_ref": 16954 + }, + "6": { + "Dice": 0.7968946441776268, + "FN": 186182, + "FP": 294753, + "IoU": 0.6623648048120571, + "TN": 61659098, + "TP": 943487, + "n_pred": 1238240, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.5776385975224563, + "FN": 71161, + "FP": 53866, + "IoU": 0.40611239627024126, + "TN": 62872997, + "TP": 85496, + "n_pred": 139362, + "n_ref": 156657 + }, + "8": { + "Dice": 0.836887095878376, + "FN": 29084, + "FP": 3221, + "IoU": 0.7195235242535531, + "TN": 62968341, + "TP": 82874, + "n_pred": 86095, + "n_ref": 111958 + }, + "9": { + "Dice": 0.7594614035309113, + "FN": 12798, + "FP": 6263, + "IoU": 0.6122029622395834, + "TN": 63034368, + "TP": 30091, + "n_pred": 36354, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8759561649472103, + "FN": 65540, + "FP": 4401, + "IoU": 0.7792900397928625, + "TN": 109291927, + "TP": 246950, + "n_pred": 251351, + "n_ref": 312490 + }, + "10": { + "Dice": 0.3866345594590334, + "FN": 52364, + "FP": 60475, + "IoU": 0.23964475111689118, + "TN": 109460415, + "TP": 35564, + "n_pred": 96039, + "n_ref": 87928 + }, + "11": { + "Dice": 0.0, + "FN": 4466, + "FP": 0, + "IoU": 0.0, + "TN": 109604352, + "TP": 0, + "n_pred": 0, + "n_ref": 4466 + }, + "12": { + "Dice": 0.0, + "FN": 4081, + "FP": 0, + "IoU": 0.0, + "TN": 109604737, + "TP": 0, + "n_pred": 0, + "n_ref": 4081 + }, + "13": { + "Dice": 0.2650261974537205, + "FN": 64365, + "FP": 26674, + "IoU": 0.15275515806910928, + "TN": 109501365, + "TP": 16414, + "n_pred": 43088, + "n_ref": 80779 + }, + "14": { + "Dice": 0.48474112093152416, + "FN": 46294, + "FP": 61324, + "IoU": 0.31990647118301313, + "TN": 109450578, + "TP": 50622, + "n_pred": 111946, + "n_ref": 96916 + }, + "15": { + "Dice": 0.4644262791401756, + "FN": 68259, + "FP": 13115, + "IoU": 0.3024447949526814, + "TN": 109492162, + "TP": 35282, + "n_pred": 48397, + "n_ref": 103541 + }, + "2": { + "Dice": 0.772128534894926, + "FN": 57815, + "FP": 34408, + "IoU": 0.6288349854509013, + "TN": 109360349, + "TP": 156246, + "n_pred": 190654, + "n_ref": 214061 + }, + "3": { + "Dice": 0.7893953686636854, + "FN": 45685, + "FP": 61033, + "IoU": 0.6520670318205529, + "TN": 109302098, + "TP": 200002, + "n_pred": 261035, + "n_ref": 245687 + }, + "4": { + "Dice": 0.28244505577556756, + "FN": 40947, + "FP": 6525, + "IoU": 0.1644460089765027, + "TN": 109552003, + "TP": 9343, + "n_pred": 15868, + "n_ref": 50290 + }, + "5": { + "Dice": 0.0, + "FN": 10552, + "FP": 0, + "IoU": 0.0, + "TN": 109598266, + "TP": 0, + "n_pred": 0, + "n_ref": 10552 + }, + "6": { + "Dice": 0.7311803340450711, + "FN": 33610, + "FP": 861149, + "IoU": 0.5762681282960538, + "TN": 107497202, + "TP": 1216857, + "n_pred": 2078006, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.5530729167581339, + "FN": 725571, + "FP": 37898, + "IoU": 0.38223966028679485, + "TN": 108372952, + "TP": 472397, + "n_pred": 510295, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.8757679027846285, + "FN": 11296, + "FP": 10868, + "IoU": 0.7789920826436392, + "TN": 109508532, + "TP": 78122, + "n_pred": 88990, + "n_ref": 89418 + }, + "9": { + "Dice": 0.42936345355109096, + "FN": 32355, + "FP": 28371, + "IoU": 0.2733690709807112, + "TN": 109525246, + "TP": 22846, + "n_pred": 51217, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8223250723877704, + "FN": 4674, + "FP": 18705, + "IoU": 0.6982615092732412, + "TN": 66989871, + "TP": 54102, + "n_pred": 72807, + "n_ref": 58776 + }, + "10": { + "Dice": 0.39495896834701055, + "FN": 55213, + "FP": 17041, + "IoU": 0.24607406325323206, + "TN": 66971515, + "TP": 23583, + "n_pred": 40624, + "n_ref": 78796 + }, + "11": { + "Dice": 0.0, + "FN": 3126, + "FP": 0, + "IoU": 0.0, + "TN": 67064226, + "TP": 0, + "n_pred": 0, + "n_ref": 3126 + }, + "12": { + "Dice": 0.0, + "FN": 3311, + "FP": 0, + "IoU": 0.0, + "TN": 67064041, + "TP": 0, + "n_pred": 0, + "n_ref": 3311 + }, + "13": { + "Dice": 0.06183632143033536, + "FN": 36959, + "FP": 1031, + "IoU": 0.031904592018755416, + "TN": 67028110, + "TP": 1252, + "n_pred": 2283, + "n_ref": 38211 + }, + "14": { + "Dice": 0.7552933695997739, + "FN": 22022, + "FP": 12615, + "IoU": 0.6068043273433155, + "TN": 66979261, + "TP": 53454, + "n_pred": 66069, + "n_ref": 75476 + }, + "15": { + "Dice": 0.20861752093118235, + "FN": 26254, + "FP": 12500, + "IoU": 0.11645615794993389, + "TN": 67023490, + "TP": 5108, + "n_pred": 17608, + "n_ref": 31362 + }, + "2": { + "Dice": 0.8164066593543249, + "FN": 29180, + "FP": 23378, + "IoU": 0.6897695613165227, + "TN": 66897936, + "TP": 116858, + "n_pred": 140236, + "n_ref": 146038 + }, + "3": { + "Dice": 0.8338303464293871, + "FN": 30769, + "FP": 20886, + "IoU": 0.7150163304938871, + "TN": 66886096, + "TP": 129601, + "n_pred": 150487, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 355, + "IoU": 0.0, + "TN": 67053958, + "TP": 0, + "n_pred": 355, + "n_ref": 13039 + }, + "5": { + "Dice": 0.0, + "FN": 8921, + "FP": 0, + "IoU": 0.0, + "TN": 67058431, + "TP": 0, + "n_pred": 0, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9162622824581064, + "FN": 135109, + "FP": 37574, + "IoU": 0.845464975175312, + "TN": 65949916, + "TP": 944753, + "n_pred": 982327, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.36368451463790447, + "FN": 268527, + "FP": 22203, + "IoU": 0.22225818791748816, + "TN": 66693539, + "TP": 83083, + "n_pred": 105286, + "n_ref": 351610 + }, + "8": { + "Dice": 0.9044163650503149, + "FN": 8376, + "FP": 7971, + "IoU": 0.8255110209745423, + "TN": 66973667, + "TP": 77338, + "n_pred": 85309, + "n_ref": 85714 + }, + "9": { + "Dice": 0.816444615886769, + "FN": 22314, + "FP": 2430, + "IoU": 0.6898237520996816, + "TN": 66987578, + "TP": 55030, + "n_pred": 57460, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5870504635140497, + "FN": 98843, + "FP": 15639, + "IoU": 0.41547871905890044, + "TN": 74323424, + "TP": 81374, + "n_pred": 97013, + "n_ref": 180217 + }, + "10": { + "Dice": 0.6051768433238218, + "FN": 26351, + "FP": 12530, + "IoU": 0.4338735275702908, + "TN": 74450601, + "TP": 29798, + "n_pred": 42328, + "n_ref": 56149 + }, + "11": { + "Dice": 0.0, + "FN": 3387, + "FP": 0, + "IoU": 0.0, + "TN": 74515893, + "TP": 0, + "n_pred": 0, + "n_ref": 3387 + }, + "12": { + "Dice": 0.0, + "FN": 2201, + "FP": 0, + "IoU": 0.0, + "TN": 74517079, + "TP": 0, + "n_pred": 0, + "n_ref": 2201 + }, + "13": { + "Dice": 0.08352326278810727, + "FN": 40453, + "FP": 13028, + "IoU": 0.04358167316427626, + "TN": 74463362, + "TP": 2437, + "n_pred": 15465, + "n_ref": 42890 + }, + "14": { + "Dice": 0.5262633068319633, + "FN": 12398, + "FP": 22758, + "IoU": 0.3570945266353346, + "TN": 74464597, + "TP": 19527, + "n_pred": 42285, + "n_ref": 31925 + }, + "15": { + "Dice": 0.7488337155056535, + "FN": 11418, + "FP": 1288, + "IoU": 0.5985085474136569, + "TN": 74487633, + "TP": 18941, + "n_pred": 20229, + "n_ref": 30359 + }, + "2": { + "Dice": 0.7162581503659348, + "FN": 6341, + "FP": 100275, + "IoU": 0.5579456263501159, + "TN": 74278097, + "TP": 134567, + "n_pred": 234842, + "n_ref": 140908 + }, + "3": { + "Dice": 0.5635408107646375, + "FN": 86370, + "FP": 20930, + "IoU": 0.3923124408878015, + "TN": 74342709, + "TP": 69271, + "n_pred": 90201, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0, + "FN": 13278, + "FP": 2599, + "IoU": 0.0, + "TN": 74503403, + "TP": 0, + "n_pred": 2599, + "n_ref": 13278 + }, + "5": { + "Dice": 0.0, + "FN": 10154, + "FP": 0, + "IoU": 0.0, + "TN": 74509126, + "TP": 0, + "n_pred": 0, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9163283806850463, + "FN": 138254, + "FP": 129780, + "IoU": 0.8455775387605943, + "TN": 72783561, + "TP": 1467685, + "n_pred": 1597465, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.10346928443327012, + "FN": 155133, + "FP": 53825, + "IoU": 0.054557136134940454, + "TN": 74298264, + "TP": 12058, + "n_pred": 65883, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9559652173913044, + "FN": 2540, + "FP": 3157, + "IoU": 0.9156449893390192, + "TN": 74451744, + "TP": 61839, + "n_pred": 64996, + "n_ref": 64379 + }, + "9": { + "Dice": 0.688617858711443, + "FN": 41902, + "FP": 4181, + "IoU": 0.5251084615463886, + "TN": 74422241, + "TP": 50956, + "n_pred": 55137, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.864400099678519, + "FN": 38376, + "FP": 38349, + "IoU": 0.7611836699120994, + "TN": 65729908, + "TP": 244547, + "n_pred": 282896, + "n_ref": 282923 + }, + "10": { + "Dice": 0.3436275639548283, + "FN": 64150, + "FP": 9898, + "IoU": 0.20745791011548628, + "TN": 65957749, + "TP": 19383, + "n_pred": 29281, + "n_ref": 83533 + }, + "11": { + "Dice": 0.0, + "FN": 3637, + "FP": 0, + "IoU": 0.0, + "TN": 66047543, + "TP": 0, + "n_pred": 0, + "n_ref": 3637 + }, + "12": { + "Dice": 0.0, + "FN": 3026, + "FP": 0, + "IoU": 0.0, + "TN": 66048154, + "TP": 0, + "n_pred": 0, + "n_ref": 3026 + }, + "13": { + "Dice": 0.5741389415148087, + "FN": 26564, + "FP": 4681, + "IoU": 0.4026612116925077, + "TN": 65998873, + "TP": 21062, + "n_pred": 25743, + "n_ref": 47626 + }, + "14": { + "Dice": 0.8249965053743664, + "FN": 2601, + "FP": 21186, + "IoU": 0.7021225972074385, + "TN": 65971325, + "TP": 56068, + "n_pred": 77254, + "n_ref": 58669 + }, + "15": { + "Dice": 0.79041558108743, + "FN": 6090, + "FP": 3724, + "IoU": 0.6534604519774011, + "TN": 66022860, + "TP": 18506, + "n_pred": 22230, + "n_ref": 24596 + }, + "2": { + "Dice": 0.6738927409084478, + "FN": 48701, + "FP": 43483, + "IoU": 0.5081736309701652, + "TN": 65863748, + "TP": 95248, + "n_pred": 138731, + "n_ref": 143949 + }, + "3": { + "Dice": 0.6920353866488687, + "FN": 51066, + "FP": 43064, + "IoU": 0.529093355878954, + "TN": 65851289, + "TP": 105761, + "n_pred": 148825, + "n_ref": 156827 + }, + "4": { + "Dice": 0.6446264947973288, + "FN": 12925, + "FP": 5381, + "IoU": 0.4756080093958578, + "TN": 66016271, + "TP": 16603, + "n_pred": 21984, + "n_ref": 29528 + }, + "5": { + "Dice": 0.0, + "FN": 9979, + "FP": 0, + "IoU": 0.0, + "TN": 66041201, + "TP": 0, + "n_pred": 0, + "n_ref": 9979 + }, + "6": { + "Dice": 0.7933934382243705, + "FN": 40284, + "FP": 471779, + "IoU": 0.6575411267918361, + "TN": 64555926, + "TP": 983191, + "n_pred": 1454970, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.5141780198319786, + "FN": 633729, + "FP": 14067, + "IoU": 0.3460562750416667, + "TN": 65060581, + "TP": 342803, + "n_pred": 356870, + "n_ref": 976532 + }, + "8": { + "Dice": 0.8837546873109955, + "FN": 11891, + "FP": 6368, + "IoU": 0.7917208495882098, + "TN": 65963514, + "TP": 69407, + "n_pred": 75775, + "n_ref": 81298 + }, + "9": { + "Dice": 0.7112203371914804, + "FN": 29714, + "FP": 3070, + "IoU": 0.5518556489645273, + "TN": 65978025, + "TP": 40371, + "n_pred": 43441, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9549091433326998, + "FN": 7924, + "FP": 5838, + "IoU": 0.9137092122093753, + "TN": 113313056, + "TP": 145722, + "n_pred": 151560, + "n_ref": 153646 + }, + "10": { + "Dice": 0.7314324896889808, + "FN": 9097, + "FP": 43387, + "IoU": 0.5765814461933152, + "TN": 113348587, + "TP": 71469, + "n_pred": 114856, + "n_ref": 80566 + }, + "11": { + "Dice": 0.0, + "FN": 3230, + "FP": 0, + "IoU": 0.0, + "TN": 113469310, + "TP": 0, + "n_pred": 0, + "n_ref": 3230 + }, + "12": { + "Dice": 0.0, + "FN": 4083, + "FP": 0, + "IoU": 0.0, + "TN": 113468457, + "TP": 0, + "n_pred": 0, + "n_ref": 4083 + }, + "13": { + "Dice": 0.37703041582566604, + "FN": 55301, + "FP": 15996, + "IoU": 0.23230898440864847, + "TN": 113379668, + "TP": 21575, + "n_pred": 37571, + "n_ref": 76876 + }, + "14": { + "Dice": 0.8841090965729465, + "FN": 53574, + "FP": 1486, + "IoU": 0.7922899038407129, + "TN": 113207459, + "TP": 210021, + "n_pred": 211507, + "n_ref": 263595 + }, + "15": { + "Dice": 0.7652780986114319, + "FN": 6975, + "FP": 2170, + "IoU": 0.6197979462021369, + "TN": 113448487, + "TP": 14908, + "n_pred": 17078, + "n_ref": 21883 + }, + "2": { + "Dice": 0.8932280471525217, + "FN": 8654, + "FP": 19660, + "IoU": 0.8070569956660397, + "TN": 113325792, + "TP": 118434, + "n_pred": 138094, + "n_ref": 127088 + }, + "3": { + "Dice": 0.880698221477706, + "FN": 21461, + "FP": 5317, + "IoU": 0.7868282159261883, + "TN": 113346923, + "TP": 98839, + "n_pred": 104156, + "n_ref": 120300 + }, + "4": { + "Dice": 0.8030867576683325, + "FN": 8353, + "FP": 2798, + "IoU": 0.6709648863971673, + "TN": 113438650, + "TP": 22739, + "n_pred": 25537, + "n_ref": 31092 + }, + "5": { + "Dice": 0.0, + "FN": 32826, + "FP": 0, + "IoU": 0.0, + "TN": 113439714, + "TP": 0, + "n_pred": 0, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9483273183544351, + "FN": 62466, + "FP": 55355, + "IoU": 0.9017323877525999, + "TN": 112273559, + "TP": 1081160, + "n_pred": 1136515, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.67234188109635, + "FN": 96158, + "FP": 22622, + "IoU": 0.5064119079477739, + "TN": 113231894, + "TP": 121866, + "n_pred": 144488, + "n_ref": 218024 + }, + "8": { + "Dice": 0.7939205057219745, + "FN": 70899, + "FP": 3689, + "IoU": 0.6582654870500269, + "TN": 113254277, + "TP": 143675, + "n_pred": 147364, + "n_ref": 214574 + }, + "9": { + "Dice": 0.8156436027952721, + "FN": 30606, + "FP": 3584, + "IoU": 0.6886808774118354, + "TN": 113362717, + "TP": 75633, + "n_pred": 79217, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7542683682319415, + "FN": 5434, + "FP": 73898, + "IoU": 0.605482231483047, + "TN": 74995642, + "TP": 121754, + "n_pred": 195652, + "n_ref": 127188 + }, + "10": { + "Dice": 0.5538457746088286, + "FN": 55119, + "FP": 17278, + "IoU": 0.38297836073397934, + "TN": 75079395, + "TP": 44936, + "n_pred": 62214, + "n_ref": 100055 + }, + "11": { + "Dice": 0.0, + "FN": 3544, + "FP": 0, + "IoU": 0.0, + "TN": 75193184, + "TP": 0, + "n_pred": 0, + "n_ref": 3544 + }, + "12": { + "Dice": 0.0, + "FN": 3106, + "FP": 0, + "IoU": 0.0, + "TN": 75193622, + "TP": 0, + "n_pred": 0, + "n_ref": 3106 + }, + "13": { + "Dice": 0.28734150904177924, + "FN": 44892, + "FP": 6537, + "IoU": 0.16777513471527744, + "TN": 75134931, + "TP": 10368, + "n_pred": 16905, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9117951401226879, + "FN": 16302, + "FP": 6287, + "IoU": 0.8378892373495619, + "TN": 75057385, + "TP": 116754, + "n_pred": 123041, + "n_ref": 133056 + }, + "15": { + "Dice": 0.33598558490208164, + "FN": 56098, + "FP": 13919, + "IoU": 0.20191266485050893, + "TN": 75108997, + "TP": 17714, + "n_pred": 31633, + "n_ref": 73812 + }, + "2": { + "Dice": 0.8263444440794288, + "FN": 7965, + "FP": 50182, + "IoU": 0.7040774781927184, + "TN": 75000234, + "TP": 138347, + "n_pred": 188529, + "n_ref": 146312 + }, + "3": { + "Dice": 0.7381123219573689, + "FN": 54418, + "FP": 11645, + "IoU": 0.5849271173661724, + "TN": 75037568, + "TP": 93097, + "n_pred": 104742, + "n_ref": 147515 + }, + "4": { + "Dice": 0.8254124042127515, + "FN": 3097, + "FP": 6153, + "IoU": 0.7027252860264815, + "TN": 75165612, + "TP": 21866, + "n_pred": 28019, + "n_ref": 24963 + }, + "5": { + "Dice": 0.0, + "FN": 7701, + "FP": 0, + "IoU": 0.0, + "TN": 75189027, + "TP": 0, + "n_pred": 0, + "n_ref": 7701 + }, + "6": { + "Dice": 0.8954842422025209, + "FN": 30214, + "FP": 256044, + "IoU": 0.810748272155221, + "TN": 73684150, + "TP": 1226320, + "n_pred": 1482364, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.731782705239905, + "FN": 24441, + "FP": 68930, + "IoU": 0.5770168158590947, + "TN": 74975984, + "TP": 127373, + "n_pred": 196303, + "n_ref": 151814 + }, + "8": { + "Dice": 0.8143903054784145, + "FN": 20223, + "FP": 9185, + "IoU": 0.6868957880839828, + "TN": 75102804, + "TP": 64516, + "n_pred": 73701, + "n_ref": 84739 + }, + "9": { + "Dice": 0.7172373283063199, + "FN": 24728, + "FP": 16671, + "IoU": 0.559134861134776, + "TN": 75102824, + "TP": 52505, + "n_pred": 69176, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9573176925239231, + "FN": 13215, + "FP": 4854, + "IoU": 0.9181297943389986, + "TN": 86707169, + "TP": 202634, + "n_pred": 207488, + "n_ref": 215849 + }, + "10": { + "Dice": 0.6098304712510664, + "FN": 32730, + "FP": 13461, + "IoU": 0.4386734557474268, + "TN": 86845583, + "TP": 36098, + "n_pred": 49559, + "n_ref": 68828 + }, + "11": { + "Dice": 0.0, + "FN": 2590, + "FP": 0, + "IoU": 0.0, + "TN": 86925282, + "TP": 0, + "n_pred": 0, + "n_ref": 2590 + }, + "12": { + "Dice": 0.0, + "FN": 4915, + "FP": 0, + "IoU": 0.0, + "TN": 86922957, + "TP": 0, + "n_pred": 0, + "n_ref": 4915 + }, + "13": { + "Dice": 0.1593315869843201, + "FN": 48944, + "FP": 18771, + "IoU": 0.08656180866562348, + "TN": 86853740, + "TP": 6417, + "n_pred": 25188, + "n_ref": 55361 + }, + "14": { + "Dice": 0.7761658937789833, + "FN": 16747, + "FP": 21626, + "IoU": 0.6342084191260581, + "TN": 86822968, + "TP": 66531, + "n_pred": 88157, + "n_ref": 83278 + }, + "15": { + "Dice": 0.19300159806028544, + "FN": 145141, + "FP": 1305, + "IoU": 0.10680784103245954, + "TN": 86763914, + "TP": 17512, + "n_pred": 18817, + "n_ref": 162653 + }, + "2": { + "Dice": 0.7598093268517049, + "FN": 35675, + "FP": 20306, + "IoU": 0.6126552499567549, + "TN": 86783347, + "TP": 88544, + "n_pred": 108850, + "n_ref": 124219 + }, + "3": { + "Dice": 0.772470938116659, + "FN": 46454, + "FP": 26533, + "IoU": 0.6292893277259706, + "TN": 86730988, + "TP": 123897, + "n_pred": 150430, + "n_ref": 170351 + }, + "4": { + "Dice": 0.5553621169916435, + "FN": 6952, + "FP": 8372, + "IoU": 0.3844299831284647, + "TN": 86902978, + "TP": 9570, + "n_pred": 17942, + "n_ref": 16522 + }, + "5": { + "Dice": 0.0, + "FN": 5473, + "FP": 0, + "IoU": 0.0, + "TN": 86922399, + "TP": 0, + "n_pred": 0, + "n_ref": 5473 + }, + "6": { + "Dice": 0.8027463517263237, + "FN": 25656, + "FP": 538851, + "IoU": 0.6704897937741147, + "TN": 85214702, + "TP": 1148663, + "n_pred": 1687514, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.5756555457676634, + "FN": 598773, + "FP": 26970, + "IoU": 0.40415472820296006, + "TN": 85877695, + "TP": 424434, + "n_pred": 451404, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9185377304910832, + "FN": 5869, + "FP": 2737, + "IoU": 0.8493479212253829, + "TN": 86870747, + "TP": 48519, + "n_pred": 51256, + "n_ref": 54388 + }, + "9": { + "Dice": 0.641605013665442, + "FN": 18716, + "FP": 17083, + "IoU": 0.47232581106377963, + "TN": 86860029, + "TP": 32044, + "n_pred": 49127, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5402587759193599, + "FN": 15705, + "FP": 108124, + "IoU": 0.3701058564401512, + "TN": 37553013, + "TP": 72758, + "n_pred": 180882, + "n_ref": 88463 + }, + "10": { + "Dice": 0.5699710122816386, + "FN": 29357, + "FP": 15741, + "IoU": 0.3985730479429219, + "TN": 37674615, + "TP": 29887, + "n_pred": 45628, + "n_ref": 59244 + }, + "11": { + "Dice": 0.0, + "FN": 2588, + "FP": 0, + "IoU": 0.0, + "TN": 37747012, + "TP": 0, + "n_pred": 0, + "n_ref": 2588 + }, + "12": { + "Dice": 0.0, + "FN": 2917, + "FP": 0, + "IoU": 0.0, + "TN": 37746683, + "TP": 0, + "n_pred": 0, + "n_ref": 2917 + }, + "13": { + "Dice": 0.34119904399636447, + "FN": 34749, + "FP": 4393, + "IoU": 0.20569016599699663, + "TN": 37700322, + "TP": 10136, + "n_pred": 14529, + "n_ref": 44885 + }, + "14": { + "Dice": 0.48781206327308524, + "FN": 32383, + "FP": 110184, + "IoU": 0.32258692945860934, + "TN": 37539142, + "TP": 67891, + "n_pred": 178075, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1041, + "IoU": 0.0, + "TN": 37748559, + "TP": 0, + "n_pred": 1041, + "n_ref": 0 + }, + "2": { + "Dice": 0.4005384473976031, + "FN": 66460, + "FP": 34629, + "IoU": 0.2504208036422687, + "TN": 37614739, + "TP": 33772, + "n_pred": 68401, + "n_ref": 100232 + }, + "3": { + "Dice": 0.5713147410358566, + "FN": 48547, + "FP": 11709, + "IoU": 0.39988845510317905, + "TN": 37649192, + "TP": 40152, + "n_pred": 51861, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 28, + "IoU": 0.0, + "TN": 37737878, + "TP": 0, + "n_pred": 28, + "n_ref": 11694 + }, + "5": { + "Dice": 0.0, + "FN": 10049, + "FP": 0, + "IoU": 0.0, + "TN": 37739551, + "TP": 0, + "n_pred": 0, + "n_ref": 10049 + }, + "6": { + "Dice": 0.8712051035050742, + "FN": 153308, + "FP": 20905, + "IoU": 0.7718010651981987, + "TN": 36986174, + "TP": 589213, + "n_pred": 610118, + "n_ref": 742521 + }, + "7": { + "Dice": 0.6887869891484779, + "FN": 144458, + "FP": 37024, + "IoU": 0.5253051818797687, + "TN": 37367287, + "TP": 200831, + "n_pred": 237855, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9214374831183196, + "FN": 6447, + "FP": 5769, + "IoU": 0.8543199570687496, + "TN": 37665745, + "TP": 71639, + "n_pred": 77408, + "n_ref": 78086 + }, + "9": { + "Dice": 0.8026432549797036, + "FN": 12259, + "FP": 8647, + "IoU": 0.670345958560661, + "TN": 37686182, + "TP": 42512, + "n_pred": 51159, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8263872418340338, + "FN": 23811, + "FP": 49389, + "IoU": 0.7041396202316764, + "TN": 75659274, + "TP": 174214, + "n_pred": 223603, + "n_ref": 198025 + }, + "10": { + "Dice": 0.7807197152774726, + "FN": 25269, + "FP": 24637, + "IoU": 0.6403119324242511, + "TN": 75767940, + "TP": 88842, + "n_pred": 113479, + "n_ref": 114111 + }, + "11": { + "Dice": 0.0, + "FN": 4342, + "FP": 0, + "IoU": 0.0, + "TN": 75902346, + "TP": 0, + "n_pred": 0, + "n_ref": 4342 + }, + "12": { + "Dice": 0.0, + "FN": 4584, + "FP": 0, + "IoU": 0.0, + "TN": 75902104, + "TP": 0, + "n_pred": 0, + "n_ref": 4584 + }, + "13": { + "Dice": 0.35468189359157376, + "FN": 32308, + "FP": 1144, + "IoU": 0.21557040684722711, + "TN": 75864043, + "TP": 9193, + "n_pred": 10337, + "n_ref": 41501 + }, + "14": { + "Dice": 0.895279335008699, + "FN": 7898, + "FP": 19188, + "IoU": 0.8104124086569421, + "TN": 75763820, + "TP": 115782, + "n_pred": 134970, + "n_ref": 123680 + }, + "15": { + "Dice": 0.46972272450951164, + "FN": 126613, + "FP": 10338, + "IoU": 0.30695268892296323, + "TN": 75709081, + "TP": 60656, + "n_pred": 70994, + "n_ref": 187269 + }, + "2": { + "Dice": 0.7476803365530299, + "FN": 23695, + "FP": 90382, + "IoU": 0.5970363305604126, + "TN": 75623593, + "TP": 169018, + "n_pred": 259400, + "n_ref": 192713 + }, + "3": { + "Dice": 0.6679991361921697, + "FN": 105852, + "FP": 38662, + "IoU": 0.501500527771837, + "TN": 75616790, + "TP": 145384, + "n_pred": 184046, + "n_ref": 251236 + }, + "4": { + "Dice": 0.8540530132854117, + "FN": 3563, + "FP": 5533, + "IoU": 0.7452814337720527, + "TN": 75870978, + "TP": 26614, + "n_pred": 32147, + "n_ref": 30177 + }, + "5": { + "Dice": 0.05925627330444422, + "FN": 9335, + "FP": 0, + "IoU": 0.03053276560390487, + "TN": 75897059, + "TP": 294, + "n_pred": 294, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9395924828895316, + "FN": 64079, + "FP": 147165, + "IoU": 0.8860673540393709, + "TN": 74052575, + "TP": 1642869, + "n_pred": 1790034, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.8151701285056171, + "FN": 72012, + "FP": 19464, + "IoU": 0.688006057340091, + "TN": 75613490, + "TP": 201722, + "n_pred": 221186, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9196492644420524, + "FN": 9729, + "FP": 4603, + "IoU": 0.8512506486766995, + "TN": 75810338, + "TP": 82018, + "n_pred": 86621, + "n_ref": 91747 + }, + "9": { + "Dice": 0.7976204430899074, + "FN": 23310, + "FP": 4314, + "IoU": 0.6633682671216183, + "TN": 75824628, + "TP": 54436, + "n_pred": 58750, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.955632580504764, + "FN": 3927, + "FP": 4534, + "IoU": 0.9150348456548372, + "TN": 61288168, + "TP": 91121, + "n_pred": 95655, + "n_ref": 95048 + }, + "10": { + "Dice": 0.7389314879206261, + "FN": 12812, + "FP": 33288, + "IoU": 0.5859566556793994, + "TN": 61276409, + "TP": 65241, + "n_pred": 98529, + "n_ref": 78053 + }, + "11": { + "Dice": 0.0, + "FN": 3342, + "FP": 0, + "IoU": 0.0, + "TN": 61384408, + "TP": 0, + "n_pred": 0, + "n_ref": 3342 + }, + "12": { + "Dice": 0.0, + "FN": 3369, + "FP": 0, + "IoU": 0.0, + "TN": 61384381, + "TP": 0, + "n_pred": 0, + "n_ref": 3369 + }, + "13": { + "Dice": 0.16574212360429558, + "FN": 34794, + "FP": 12128, + "IoU": 0.0903592268770719, + "TN": 61336167, + "TP": 4661, + "n_pred": 16789, + "n_ref": 39455 + }, + "14": { + "Dice": 0.7090548836356972, + "FN": 4551, + "FP": 46255, + "IoU": 0.5492525395910038, + "TN": 61275035, + "TP": 61909, + "n_pred": 108164, + "n_ref": 66460 + }, + "15": { + "Dice": 0.8374232725647665, + "FN": 10875, + "FP": 1494, + "IoU": 0.7203165630299604, + "TN": 61343525, + "TP": 31856, + "n_pred": 33350, + "n_ref": 42731 + }, + "2": { + "Dice": 0.9195757005662532, + "FN": 9499, + "FP": 12132, + "IoU": 0.8511246008148883, + "TN": 61242454, + "TP": 123665, + "n_pred": 135797, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9357023141154277, + "FN": 9122, + "FP": 7988, + "IoU": 0.8791734930229931, + "TN": 61246142, + "TP": 124498, + "n_pred": 132486, + "n_ref": 133620 + }, + "4": { + "Dice": 0.694501558665517, + "FN": 8505, + "FP": 707, + "IoU": 0.5319819133262206, + "TN": 61368067, + "TP": 10471, + "n_pred": 11178, + "n_ref": 18976 + }, + "5": { + "Dice": 0.0, + "FN": 27695, + "FP": 0, + "IoU": 0.0, + "TN": 61360055, + "TP": 0, + "n_pred": 0, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9030219301458053, + "FN": 100834, + "FP": 91153, + "IoU": 0.8231905039503942, + "TN": 60301909, + "TP": 893854, + "n_pred": 985007, + "n_ref": 994688 + }, + "7": { + "Dice": 0.4821308940994589, + "FN": 105289, + "FP": 55499, + "IoU": 0.31763667382466027, + "TN": 61152116, + "TP": 74846, + "n_pred": 130345, + "n_ref": 180135 + }, + "8": { + "Dice": 0.756435127399231, + "FN": 95411, + "FP": 1767, + "IoU": 0.6082795872299258, + "TN": 61139670, + "TP": 150902, + "n_pred": 152669, + "n_ref": 246313 + }, + "9": { + "Dice": 0.6484699612806528, + "FN": 40778, + "FP": 1439, + "IoU": 0.47980432746808616, + "TN": 61306594, + "TP": 38939, + "n_pred": 40378, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9702322360043518, + "FN": 7603, + "FP": 3314, + "IoU": 0.9421854809668058, + "TN": 39559972, + "TP": 177911, + "n_pred": 181225, + "n_ref": 185514 + }, + "10": { + "Dice": 0.4739419154985874, + "FN": 25746, + "FP": 32163, + "IoU": 0.3105661051253051, + "TN": 39664805, + "TP": 26086, + "n_pred": 58249, + "n_ref": 51832 + }, + "11": { + "Dice": 0.0, + "FN": 3031, + "FP": 0, + "IoU": 0.0, + "TN": 39745769, + "TP": 0, + "n_pred": 0, + "n_ref": 3031 + }, + "12": { + "Dice": 0.0, + "FN": 3460, + "FP": 0, + "IoU": 0.0, + "TN": 39745340, + "TP": 0, + "n_pred": 0, + "n_ref": 3460 + }, + "13": { + "Dice": 0.528050396085111, + "FN": 24280, + "FP": 10632, + "IoU": 0.3587421707106515, + "TN": 39694357, + "TP": 19531, + "n_pred": 30163, + "n_ref": 43811 + }, + "14": { + "Dice": 0.19867640660422725, + "FN": 24657, + "FP": 45329, + "IoU": 0.110294678497877, + "TN": 39670138, + "TP": 8676, + "n_pred": 54005, + "n_ref": 33333 + }, + "15": { + "Dice": 0.7209721639044632, + "FN": 22526, + "FP": 68, + "IoU": 0.5636876255213966, + "TN": 39697016, + "TP": 29190, + "n_pred": 29258, + "n_ref": 51716 + }, + "2": { + "Dice": 0.7579329387320652, + "FN": 21361, + "FP": 40270, + "IoU": 0.6102190150331717, + "TN": 39590683, + "TP": 96486, + "n_pred": 136756, + "n_ref": 117847 + }, + "3": { + "Dice": 0.7489733458098208, + "FN": 42628, + "FP": 18805, + "IoU": 0.5986869610661092, + "TN": 39595720, + "TP": 91647, + "n_pred": 110452, + "n_ref": 134275 + }, + "4": { + "Dice": 0.8523319033745498, + "FN": 5196, + "FP": 1241, + "IoU": 0.7426641080994643, + "TN": 39723786, + "TP": 18577, + "n_pred": 19818, + "n_ref": 23773 + }, + "5": { + "Dice": 0.0, + "FN": 6524, + "FP": 0, + "IoU": 0.0, + "TN": 39742276, + "TP": 0, + "n_pred": 0, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9097282907006679, + "FN": 32150, + "FP": 145633, + "IoU": 0.8344051147445701, + "TN": 38675198, + "TP": 895819, + "n_pred": 1041452, + "n_ref": 927969 + }, + "7": { + "Dice": 0.5066940254594768, + "FN": 481932, + "FP": 5145, + "IoU": 0.33931025128013836, + "TN": 39011575, + "TP": 250148, + "n_pred": 255293, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9192658269011889, + "FN": 1478, + "FP": 6963, + "IoU": 0.8505938368408942, + "TN": 39692303, + "TP": 48056, + "n_pred": 55019, + "n_ref": 49534 + }, + "9": { + "Dice": 0.8221725459369166, + "FN": 8160, + "FP": 6318, + "IoU": 0.6980415875862932, + "TN": 39700853, + "TP": 33469, + "n_pred": 39787, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7999305651283779, + "FN": 18616, + "FP": 20571, + "IoU": 0.6665702349247407, + "TN": 101279081, + "TP": 78340, + "n_pred": 98911, + "n_ref": 96956 + }, + "10": { + "Dice": 0.5070173068551959, + "FN": 48613, + "FP": 17073, + "IoU": 0.3396002573795544, + "TN": 101297144, + "TP": 33778, + "n_pred": 50851, + "n_ref": 82391 + }, + "11": { + "Dice": 0.0, + "FN": 5529, + "FP": 0, + "IoU": 0.0, + "TN": 101391079, + "TP": 0, + "n_pred": 0, + "n_ref": 5529 + }, + "12": { + "Dice": 0.0, + "FN": 5225, + "FP": 0, + "IoU": 0.0, + "TN": 101391383, + "TP": 0, + "n_pred": 0, + "n_ref": 5225 + }, + "13": { + "Dice": 0.5225586874945458, + "FN": 28987, + "FP": 9310, + "IoU": 0.3536916715888955, + "TN": 101337353, + "TP": 20958, + "n_pred": 30268, + "n_ref": 49945 + }, + "14": { + "Dice": 0.942366266189376, + "FN": 16687, + "FP": 2746, + "IoU": 0.8910138132546676, + "TN": 101218301, + "TP": 158874, + "n_pred": 161620, + "n_ref": 175561 + }, + "15": { + "Dice": 0.7618811434755163, + "FN": 9977, + "FP": 585, + "IoU": 0.615353800211224, + "TN": 101369149, + "TP": 16897, + "n_pred": 17482, + "n_ref": 26874 + }, + "2": { + "Dice": 0.7394528299356823, + "FN": 16299, + "FP": 100287, + "IoU": 0.5866125818186976, + "TN": 101114582, + "TP": 165440, + "n_pred": 265727, + "n_ref": 181739 + }, + "3": { + "Dice": 0.4548471585170157, + "FN": 115164, + "FP": 9513, + "IoU": 0.29437033431622794, + "TN": 101219919, + "TP": 52012, + "n_pred": 61525, + "n_ref": 167176 + }, + "4": { + "Dice": 0.702083892317324, + "FN": 2296, + "FP": 4366, + "IoU": 0.5409316427783903, + "TN": 101382096, + "TP": 7850, + "n_pred": 12216, + "n_ref": 10146 + }, + "5": { + "Dice": 0.0, + "FN": 38516, + "FP": 0, + "IoU": 0.0, + "TN": 101358092, + "TP": 0, + "n_pred": 0, + "n_ref": 38516 + }, + "6": { + "Dice": 0.8904918363614578, + "FN": 65473, + "FP": 368642, + "IoU": 0.802600526562294, + "TN": 99197438, + "TP": 1765055, + "n_pred": 2133697, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.7025807266676881, + "FN": 199640, + "FP": 21656, + "IoU": 0.5415217278707205, + "TN": 100913933, + "TP": 261379, + "n_pred": 283035, + "n_ref": 461019 + }, + "8": { + "Dice": 0.7564185093272251, + "FN": 89448, + "FP": 17637, + "IoU": 0.6082580956701151, + "TN": 101123252, + "TP": 166271, + "n_pred": 183908, + "n_ref": 255719 + }, + "9": { + "Dice": 0.8889262192049029, + "FN": 9890, + "FP": 9285, + "IoU": 0.8000604771438105, + "TN": 101300704, + "TP": 76729, + "n_pred": 86014, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.09623006408977772, + "FN": 205899, + "FP": 2523, + "IoU": 0.05054710775426161, + "TN": 73663986, + "TP": 11096, + "n_pred": 13619, + "n_ref": 216995 + }, + "10": { + "Dice": 0.007773406766325728, + "FN": 75347, + "FP": 50765, + "IoU": 0.0039018687897887936, + "TN": 73756898, + "TP": 494, + "n_pred": 51259, + "n_ref": 75841 + }, + "11": { + "Dice": 0.0, + "FN": 6259, + "FP": 0, + "IoU": 0.0, + "TN": 73877245, + "TP": 0, + "n_pred": 0, + "n_ref": 6259 + }, + "12": { + "Dice": 0.0, + "FN": 5541, + "FP": 0, + "IoU": 0.0, + "TN": 73877963, + "TP": 0, + "n_pred": 0, + "n_ref": 5541 + }, + "13": { + "Dice": 0.0005860964888478863, + "FN": 61212, + "FP": 30869, + "IoU": 0.0002931341468710644, + "TN": 73791396, + "TP": 27, + "n_pred": 30896, + "n_ref": 61239 + }, + "14": { + "Dice": 0.636082999773431, + "FN": 33763, + "FP": 43335, + "IoU": 0.46636488852897, + "TN": 73739027, + "TP": 67379, + "n_pred": 110714, + "n_ref": 101142 + }, + "15": { + "Dice": 0.22862207497658432, + "FN": 192640, + "FP": 6664, + "IoU": 0.12906453882423888, + "TN": 73654665, + "TP": 29535, + "n_pred": 36199, + "n_ref": 222175 + }, + "2": { + "Dice": 0.32302568021570804, + "FN": 135043, + "FP": 99708, + "IoU": 0.19262410664538895, + "TN": 73592746, + "TP": 56007, + "n_pred": 155715, + "n_ref": 191050 + }, + "3": { + "Dice": 0.5262775376346739, + "FN": 70224, + "FP": 140961, + "IoU": 0.3571076312360727, + "TN": 73555012, + "TP": 117307, + "n_pred": 258268, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 11836, + "IoU": 0.0, + "TN": 73823780, + "TP": 0, + "n_pred": 11836, + "n_ref": 47888 + }, + "5": { + "Dice": 0.0, + "FN": 15128, + "FP": 0, + "IoU": 0.0, + "TN": 73868376, + "TP": 0, + "n_pred": 0, + "n_ref": 15128 + }, + "6": { + "Dice": 0.6261193795553583, + "FN": 315307, + "FP": 1339990, + "IoU": 0.45573055638030735, + "TN": 70842185, + "TP": 1386022, + "n_pred": 2726012, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.21843316709596097, + "FN": 140713, + "FP": 87467, + "IoU": 0.12260733813724209, + "TN": 73623438, + "TP": 31886, + "n_pred": 119353, + "n_ref": 172599 + }, + "8": { + "Dice": 0.4446098408866056, + "FN": 54955, + "FP": 6234, + "IoU": 0.28585100547379233, + "TN": 73797823, + "TP": 24492, + "n_pred": 30726, + "n_ref": 79447 + }, + "9": { + "Dice": 0.6817890840268307, + "FN": 16693, + "FP": 51905, + "IoU": 0.5172078881803978, + "TN": 73741418, + "TP": 73488, + "n_pred": 125393, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9031760502774607, + "FN": 10506, + "FP": 27409, + "IoU": 0.8234466894217023, + "TN": 69281025, + "TP": 176836, + "n_pred": 204245, + "n_ref": 187342 + }, + "10": { + "Dice": 0.47802421406043344, + "FN": 39282, + "FP": 22284, + "IoU": 0.3140813529863966, + "TN": 69406019, + "TP": 28191, + "n_pred": 50475, + "n_ref": 67473 + }, + "11": { + "Dice": 0.0, + "FN": 3461, + "FP": 0, + "IoU": 0.0, + "TN": 69492315, + "TP": 0, + "n_pred": 0, + "n_ref": 3461 + }, + "12": { + "Dice": 0.0, + "FN": 3152, + "FP": 0, + "IoU": 0.0, + "TN": 69492624, + "TP": 0, + "n_pred": 0, + "n_ref": 3152 + }, + "13": { + "Dice": 0.5917495738416241, + "FN": 30086, + "FP": 35775, + "IoU": 0.42020194906376274, + "TN": 69382183, + "TP": 47732, + "n_pred": 83507, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9229852305487566, + "FN": 13207, + "FP": 9794, + "IoU": 0.8569847477755878, + "TN": 69334947, + "TP": 137828, + "n_pred": 147622, + "n_ref": 151035 + }, + "15": { + "Dice": 0.6660247908590083, + "FN": 41769, + "FP": 10609, + "IoU": 0.49927823717795516, + "TN": 69391171, + "TP": 52227, + "n_pred": 62836, + "n_ref": 93996 + }, + "2": { + "Dice": 0.8813940831423983, + "FN": 18973, + "FP": 16331, + "IoU": 0.7879397648980965, + "TN": 69329295, + "TP": 131177, + "n_pred": 147508, + "n_ref": 150150 + }, + "3": { + "Dice": 0.8782869584176537, + "FN": 29565, + "FP": 10070, + "IoU": 0.7829872042663396, + "TN": 69313137, + "TP": 143004, + "n_pred": 153074, + "n_ref": 172569 + }, + "4": { + "Dice": 0.5131530337966089, + "FN": 16978, + "FP": 21239, + "IoU": 0.34512834572809215, + "TN": 69437418, + "TP": 20141, + "n_pred": 41380, + "n_ref": 37119 + }, + "5": { + "Dice": 0.0, + "FN": 19093, + "FP": 0, + "IoU": 0.0, + "TN": 69476683, + "TP": 0, + "n_pred": 0, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9283871620167924, + "FN": 81780, + "FP": 129250, + "IoU": 0.8663456885828577, + "TN": 67916852, + "TP": 1367894, + "n_pred": 1497144, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.8806609399369384, + "FN": 39415, + "FP": 34730, + "IoU": 0.786768702494241, + "TN": 69148055, + "TP": 273576, + "n_pred": 308306, + "n_ref": 312991 + }, + "8": { + "Dice": 0.7579334058569172, + "FN": 19361, + "FP": 24920, + "IoU": 0.6102196206152898, + "TN": 69382171, + "TP": 69324, + "n_pred": 94244, + "n_ref": 88685 + }, + "9": { + "Dice": 0.7040055025652904, + "FN": 30216, + "FP": 11957, + "IoU": 0.5432164287416329, + "TN": 69403450, + "TP": 50153, + "n_pred": 62110, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8813636841792328, + "FN": 9707, + "FP": 42171, + "IoU": 0.7878911776009682, + "TN": 50588970, + "TP": 192704, + "n_pred": 234875, + "n_ref": 202411 + }, + "10": { + "Dice": 0.6260715466135962, + "FN": 31326, + "FP": 21847, + "IoU": 0.45567987552079603, + "TN": 50735865, + "TP": 44514, + "n_pred": 66361, + "n_ref": 75840 + }, + "11": { + "Dice": 0.0, + "FN": 6729, + "FP": 0, + "IoU": 0.0, + "TN": 50826823, + "TP": 0, + "n_pred": 0, + "n_ref": 6729 + }, + "12": { + "Dice": 0.0, + "FN": 6299, + "FP": 0, + "IoU": 0.0, + "TN": 50827253, + "TP": 0, + "n_pred": 0, + "n_ref": 6299 + }, + "13": { + "Dice": 0.39800590090548377, + "FN": 18923, + "FP": 69832, + "IoU": 0.24844404928235742, + "TN": 50715457, + "TP": 29340, + "n_pred": 99172, + "n_ref": 48263 + }, + "14": { + "Dice": 0.44328854459450195, + "FN": 24872, + "FP": 40094, + "IoU": 0.2847596085037047, + "TN": 50742721, + "TP": 25865, + "n_pred": 65959, + "n_ref": 50737 + }, + "15": { + "Dice": 0.7502140929729031, + "FN": 11541, + "FP": 3918, + "IoU": 0.6002740859492165, + "TN": 50794878, + "TP": 23215, + "n_pred": 27133, + "n_ref": 34756 + }, + "2": { + "Dice": 0.7380079733125611, + "FN": 19268, + "FP": 117621, + "IoU": 0.5847960666199563, + "TN": 50503861, + "TP": 192802, + "n_pred": 310423, + "n_ref": 212070 + }, + "3": { + "Dice": 0.5634022760478801, + "FN": 119072, + "FP": 11214, + "IoU": 0.3921781767118111, + "TN": 50619203, + "TP": 84063, + "n_pred": 95277, + "n_ref": 203135 + }, + "4": { + "Dice": 0.6681950812838683, + "FN": 5141, + "FP": 7595, + "IoU": 0.5017214397496088, + "TN": 50807992, + "TP": 12824, + "n_pred": 20419, + "n_ref": 17965 + }, + "5": { + "Dice": 0.0, + "FN": 12844, + "FP": 0, + "IoU": 0.0, + "TN": 50820708, + "TP": 0, + "n_pred": 0, + "n_ref": 12844 + }, + "6": { + "Dice": 0.8848569199126222, + "FN": 47463, + "FP": 511795, + "IoU": 0.7934918269351486, + "TN": 48125388, + "TP": 2148906, + "n_pred": 2660701, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.6735352562381219, + "FN": 33975, + "FP": 154466, + "IoU": 0.5077671754229696, + "TN": 50450723, + "TP": 194388, + "n_pred": 348854, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9483812542449627, + "FN": 6577, + "FP": 3911, + "IoU": 0.9018299246501614, + "TN": 50726717, + "TP": 96347, + "n_pred": 100258, + "n_ref": 102924 + }, + "9": { + "Dice": 0.7448544125454323, + "FN": 42161, + "FP": 7821, + "IoU": 0.593440649427765, + "TN": 50710613, + "TP": 72957, + "n_pred": 80778, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9196405083391925, + "FN": 19681, + "FP": 13921, + "IoU": 0.8512356446514429, + "TN": 76658986, + "TP": 192272, + "n_pred": 206193, + "n_ref": 211953 + }, + "10": { + "Dice": 0.5454803610928439, + "FN": 28462, + "FP": 32360, + "IoU": 0.37502440427871225, + "TN": 76787541, + "TP": 36497, + "n_pred": 68857, + "n_ref": 64959 + }, + "11": { + "Dice": 0.0, + "FN": 2874, + "FP": 0, + "IoU": 0.0, + "TN": 76881986, + "TP": 0, + "n_pred": 0, + "n_ref": 2874 + }, + "12": { + "Dice": 0.0, + "FN": 2609, + "FP": 0, + "IoU": 0.0, + "TN": 76882251, + "TP": 0, + "n_pred": 0, + "n_ref": 2609 + }, + "13": { + "Dice": 0.5095645296821709, + "FN": 22165, + "FP": 17523, + "IoU": 0.3418896958843233, + "TN": 76824554, + "TP": 20618, + "n_pred": 38141, + "n_ref": 42783 + }, + "14": { + "Dice": 0.8449405350744136, + "FN": 4638, + "FP": 23576, + "IoU": 0.7315125850501975, + "TN": 76779775, + "TP": 76871, + "n_pred": 100447, + "n_ref": 81509 + }, + "15": { + "Dice": 0.5775421937497968, + "FN": 22255, + "FP": 3727, + "IoU": 0.4060171002697636, + "TN": 76841118, + "TP": 17760, + "n_pred": 21487, + "n_ref": 40015 + }, + "2": { + "Dice": 0.7734361166359881, + "FN": 9986, + "FP": 45033, + "IoU": 0.6305714093869603, + "TN": 76735930, + "TP": 93911, + "n_pred": 138944, + "n_ref": 103897 + }, + "3": { + "Dice": 0.6370470546119884, + "FN": 41354, + "FP": 22521, + "IoU": 0.4674020895348159, + "TN": 76764929, + "TP": 56056, + "n_pred": 78577, + "n_ref": 97410 + }, + "4": { + "Dice": 0.8536087875895881, + "FN": 2074, + "FP": 5749, + "IoU": 0.7446051385850936, + "TN": 76854229, + "TP": 22808, + "n_pred": 28557, + "n_ref": 24882 + }, + "5": { + "Dice": 0.0, + "FN": 15755, + "FP": 0, + "IoU": 0.0, + "TN": 76869105, + "TP": 0, + "n_pred": 0, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9512806357289271, + "FN": 38580, + "FP": 73320, + "IoU": 0.9070878903720138, + "TN": 75680496, + "TP": 1092464, + "n_pred": 1165784, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.6892325838364003, + "FN": 54805, + "FP": 41100, + "IoU": 0.5258237085673602, + "TN": 76682604, + "TP": 106351, + "n_pred": 147451, + "n_ref": 161156 + }, + "8": { + "Dice": 0.859998283240751, + "FN": 7174, + "FP": 15660, + "IoU": 0.7543833229352667, + "TN": 76791894, + "TP": 70132, + "n_pred": 85792, + "n_ref": 77306 + }, + "9": { + "Dice": 0.7348682648943745, + "FN": 37587, + "FP": 1508, + "IoU": 0.5808630393996248, + "TN": 76791585, + "TP": 54180, + "n_pred": 55688, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.729534369501256, + "FN": 22788, + "FP": 52683, + "IoU": 0.5742259782461524, + "TN": 130822676, + "TP": 101785, + "n_pred": 154468, + "n_ref": 124573 + }, + "10": { + "Dice": 0.486337212425991, + "FN": 34933, + "FP": 12870, + "IoU": 0.3212982550792952, + "TN": 130929499, + "TP": 22630, + "n_pred": 35500, + "n_ref": 57563 + }, + "11": { + "Dice": 0.0, + "FN": 5568, + "FP": 0, + "IoU": 0.0, + "TN": 130994364, + "TP": 0, + "n_pred": 0, + "n_ref": 5568 + }, + "12": { + "Dice": 0.0, + "FN": 7302, + "FP": 0, + "IoU": 0.0, + "TN": 130992630, + "TP": 0, + "n_pred": 0, + "n_ref": 7302 + }, + "13": { + "Dice": 0.20528444607868887, + "FN": 68647, + "FP": 6998, + "IoU": 0.1143827196628227, + "TN": 130914517, + "TP": 9770, + "n_pred": 16768, + "n_ref": 78417 + }, + "14": { + "Dice": 0.0037220113724684696, + "FN": 944322, + "FP": 20903, + "IoU": 0.001864475485714995, + "TN": 130032904, + "TP": 1803, + "n_pred": 22706, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 6706, + "IoU": 0.0, + "TN": 130967916, + "TP": 0, + "n_pred": 6706, + "n_ref": 25310 + }, + "2": { + "Dice": 0.7107782216921199, + "FN": 91029, + "FP": 12998, + "IoU": 0.5513234678869802, + "TN": 130768079, + "TP": 127826, + "n_pred": 140824, + "n_ref": 218855 + }, + "3": { + "Dice": 0.808399492066114, + "FN": 48129, + "FP": 63225, + "IoU": 0.6784148602519451, + "TN": 130653666, + "TP": 234912, + "n_pred": 298137, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 4470, + "IoU": 0.0, + "TN": 130993182, + "TP": 0, + "n_pred": 4470, + "n_ref": 2280 + }, + "5": { + "Dice": 0.0, + "FN": 23719, + "FP": 0, + "IoU": 0.0, + "TN": 130976213, + "TP": 0, + "n_pred": 0, + "n_ref": 23719 + }, + "6": { + "Dice": 0.848042865876463, + "FN": 79607, + "FP": 419748, + "IoU": 0.7361757141438199, + "TN": 129107176, + "TP": 1393401, + "n_pred": 1813149, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.48963759162500975, + "FN": 113120, + "FP": 76473, + "IoU": 0.3241854993940258, + "TN": 130719392, + "TP": 90947, + "n_pred": 167420, + "n_ref": 204067 + }, + "8": { + "Dice": 0.8087297515209265, + "FN": 37755, + "FP": 3997, + "IoU": 0.6788801722811875, + "TN": 130869912, + "TP": 88268, + "n_pred": 92265, + "n_ref": 126023 + }, + "9": { + "Dice": 0.38424890784630733, + "FN": 34878, + "FP": 36724, + "IoU": 0.23781441938196565, + "TN": 130905989, + "TP": 22341, + "n_pred": 59065, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8560502215070426, + "FN": 14326, + "FP": 166, + "IoU": 0.7483284997308234, + "TN": 74369115, + "TP": 43091, + "n_pred": 43257, + "n_ref": 57417 + }, + "10": { + "Dice": 0.40730124606871293, + "FN": 58313, + "FP": 1239, + "IoU": 0.2557302472067388, + "TN": 74346684, + "TP": 20462, + "n_pred": 21701, + "n_ref": 78775 + }, + "11": { + "Dice": 0.0, + "FN": 2388, + "FP": 0, + "IoU": 0.0, + "TN": 74424310, + "TP": 0, + "n_pred": 0, + "n_ref": 2388 + }, + "12": { + "Dice": 0.0, + "FN": 2457, + "FP": 0, + "IoU": 0.0, + "TN": 74424241, + "TP": 0, + "n_pred": 0, + "n_ref": 2457 + }, + "13": { + "Dice": 0.2328283333461571, + "FN": 88197, + "FP": 11510, + "IoU": 0.13175196147583096, + "TN": 74311861, + "TP": 15130, + "n_pred": 26640, + "n_ref": 103327 + }, + "14": { + "Dice": 0.8433791520297096, + "FN": 34408, + "FP": 16285, + "IoU": 0.7291751255476012, + "TN": 74239518, + "TP": 136487, + "n_pred": 152772, + "n_ref": 170895 + }, + "15": { + "Dice": 0.6934602503084788, + "FN": 10416, + "FP": 18, + "IoU": 0.5307609282245008, + "TN": 74404462, + "TP": 11802, + "n_pred": 11820, + "n_ref": 22218 + }, + "2": { + "Dice": 0.6980690697450079, + "FN": 31916, + "FP": 43202, + "IoU": 0.5361798030317063, + "TN": 74264743, + "TP": 86837, + "n_pred": 130039, + "n_ref": 118753 + }, + "3": { + "Dice": 0.7682226048339181, + "FN": 42625, + "FP": 10818, + "IoU": 0.6236699973945681, + "TN": 74284687, + "TP": 88568, + "n_pred": 99386, + "n_ref": 131193 + }, + "4": { + "Dice": 0.32725548060708265, + "FN": 24250, + "FP": 1282, + "IoU": 0.1956398462604751, + "TN": 74394956, + "TP": 6210, + "n_pred": 7492, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9592552913944413, + "FN": 23521, + "FP": 49881, + "IoU": 0.9217008584936253, + "TN": 73489242, + "TP": 864054, + "n_pred": 913935, + "n_ref": 887575 + }, + "7": { + "Dice": 0.3278960613457922, + "FN": 120089, + "FP": 4634, + "IoU": 0.19609789425512578, + "TN": 74271551, + "TP": 30424, + "n_pred": 35058, + "n_ref": 150513 + }, + "8": { + "Dice": 0.8775587280006043, + "FN": 8378, + "FP": 1348, + "IoU": 0.7818304172274563, + "TN": 74382118, + "TP": 34854, + "n_pred": 36202, + "n_ref": 43232 + }, + "9": { + "Dice": 0.34696778779360926, + "FN": 23033, + "FP": 17391, + "IoU": 0.20989777769090945, + "TN": 74375535, + "TP": 10739, + "n_pred": 28130, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9624175214070653, + "FN": 5190, + "FP": 5370, + "IoU": 0.9275576074802259, + "TN": 106500917, + "TP": 135211, + "n_pred": 140581, + "n_ref": 140401 + }, + "10": { + "Dice": 0.7281200146948553, + "FN": 27001, + "FP": 27024, + "IoU": 0.5724754089279638, + "TN": 106520321, + "TP": 72342, + "n_pred": 99366, + "n_ref": 99343 + }, + "11": { + "Dice": 0.0, + "FN": 4651, + "FP": 0, + "IoU": 0.0, + "TN": 106642037, + "TP": 0, + "n_pred": 0, + "n_ref": 4651 + }, + "12": { + "Dice": 0.0, + "FN": 5470, + "FP": 0, + "IoU": 0.0, + "TN": 106641218, + "TP": 0, + "n_pred": 0, + "n_ref": 5470 + }, + "13": { + "Dice": 0.37349491668358503, + "FN": 28985, + "FP": 11132, + "IoU": 0.22963034085453674, + "TN": 106594613, + "TP": 11958, + "n_pred": 23090, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9294263940701221, + "FN": 3360, + "FP": 6799, + "IoU": 0.8681573961118176, + "TN": 106569634, + "TP": 66895, + "n_pred": 73694, + "n_ref": 70255 + }, + "15": { + "Dice": 0.6226645924270114, + "FN": 5948, + "FP": 19035, + "IoU": 0.4520791297482235, + "TN": 106601092, + "TP": 20613, + "n_pred": 39648, + "n_ref": 26561 + }, + "2": { + "Dice": 0.7064435240463921, + "FN": 48345, + "FP": 66617, + "IoU": 0.5461249950649453, + "TN": 106393398, + "TP": 138328, + "n_pred": 204945, + "n_ref": 186673 + }, + "3": { + "Dice": 0.5741954478223992, + "FN": 68579, + "FP": 52909, + "IoU": 0.40271680080235595, + "TN": 106443287, + "TP": 81913, + "n_pred": 134822, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8173698213606994, + "FN": 1481, + "FP": 2363, + "IoU": 0.691145749638438, + "TN": 106634242, + "TP": 8602, + "n_pred": 10965, + "n_ref": 10083 + }, + "5": { + "Dice": 0.0, + "FN": 4442, + "FP": 0, + "IoU": 0.0, + "TN": 106642246, + "TP": 0, + "n_pred": 0, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9729329575971496, + "FN": 31929, + "FP": 37102, + "IoU": 0.9472925499789646, + "TN": 105336987, + "TP": 1240670, + "n_pred": 1277772, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.8769261994348254, + "FN": 56001, + "FP": 22829, + "IoU": 0.7808268690744293, + "TN": 106287018, + "TP": 280840, + "n_pred": 303669, + "n_ref": 336841 + }, + "8": { + "Dice": 0.8667100917987094, + "FN": 13816, + "FP": 3782, + "IoU": 0.7647735019314825, + "TN": 106571875, + "TP": 57215, + "n_pred": 60997, + "n_ref": 71031 + }, + "9": { + "Dice": 0.793900873540186, + "FN": 21693, + "FP": 11220, + "IoU": 0.6582384947665725, + "TN": 106550384, + "TP": 63391, + "n_pred": 74611, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.948334808140938, + "FN": 13279, + "FP": 2135, + "IoU": 0.9017459315778402, + "TN": 107970049, + "TP": 141465, + "n_pred": 143600, + "n_ref": 154744 + }, + "10": { + "Dice": 0.753680736405126, + "FN": 22681, + "FP": 15531, + "IoU": 0.6047252565375704, + "TN": 108030256, + "TP": 58460, + "n_pred": 73991, + "n_ref": 81141 + }, + "11": { + "Dice": 0.0, + "FN": 3037, + "FP": 0, + "IoU": 0.0, + "TN": 108123891, + "TP": 0, + "n_pred": 0, + "n_ref": 3037 + }, + "12": { + "Dice": 0.0, + "FN": 3974, + "FP": 0, + "IoU": 0.0, + "TN": 108122954, + "TP": 0, + "n_pred": 0, + "n_ref": 3974 + }, + "13": { + "Dice": 0.5866132822699974, + "FN": 43724, + "FP": 3770, + "IoU": 0.41504089072815054, + "TN": 108045736, + "TP": 33698, + "n_pred": 37468, + "n_ref": 77422 + }, + "14": { + "Dice": 0.6916507255618032, + "FN": 4098, + "FP": 27818, + "IoU": 0.5286437949520757, + "TN": 108059217, + "TP": 35795, + "n_pred": 63613, + "n_ref": 39893 + }, + "15": { + "Dice": 0.5349533749150868, + "FN": 9906, + "FP": 20216, + "IoU": 0.3651442662339031, + "TN": 108079481, + "TP": 17325, + "n_pred": 37541, + "n_ref": 27231 + }, + "2": { + "Dice": 0.8486241643616741, + "FN": 21501, + "FP": 38754, + "IoU": 0.7370522622538752, + "TN": 107897776, + "TP": 168897, + "n_pred": 207651, + "n_ref": 190398 + }, + "3": { + "Dice": 0.8268492300531399, + "FN": 51017, + "FP": 11479, + "IoU": 0.7048107125144653, + "TN": 107915213, + "TP": 149219, + "n_pred": 160698, + "n_ref": 200236 + }, + "4": { + "Dice": 0.851927183972338, + "FN": 8178, + "FP": 558, + "IoU": 0.742049782974577, + "TN": 108093061, + "TP": 25131, + "n_pred": 25689, + "n_ref": 33309 + }, + "5": { + "Dice": 0.0, + "FN": 3877, + "FP": 0, + "IoU": 0.0, + "TN": 108123051, + "TP": 0, + "n_pred": 0, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9683528099061465, + "FN": 47857, + "FP": 45712, + "IoU": 0.9386472615876084, + "TN": 106601829, + "TP": 1431530, + "n_pred": 1477242, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.7683167755099559, + "FN": 66793, + "FP": 47548, + "IoU": 0.6237941381624837, + "TN": 107822996, + "TP": 189591, + "n_pred": 237139, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9029641038906068, + "FN": 4772, + "FP": 3481, + "IoU": 0.8230944010974878, + "TN": 108080276, + "TP": 38399, + "n_pred": 41880, + "n_ref": 43171 + }, + "9": { + "Dice": 0.7957383053104711, + "FN": 16328, + "FP": 6985, + "IoU": 0.660768592756428, + "TN": 108058205, + "TP": 45410, + "n_pred": 52395, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.592988848182294, + "FN": 65576, + "FP": 15302, + "IoU": 0.4214528416610036, + "TN": 62430365, + "TP": 58917, + "n_pred": 74219, + "n_ref": 124493 + }, + "10": { + "Dice": 0.4995699840518357, + "FN": 29231, + "FP": 30702, + "IoU": 0.3329512064820586, + "TN": 62480312, + "TP": 29915, + "n_pred": 60617, + "n_ref": 59146 + }, + "11": { + "Dice": 0.0, + "FN": 2052, + "FP": 0, + "IoU": 0.0, + "TN": 62568108, + "TP": 0, + "n_pred": 0, + "n_ref": 2052 + }, + "12": { + "Dice": 0.0, + "FN": 4267, + "FP": 0, + "IoU": 0.0, + "TN": 62565893, + "TP": 0, + "n_pred": 0, + "n_ref": 4267 + }, + "13": { + "Dice": 0.5100850755613391, + "FN": 20934, + "FP": 18973, + "IoU": 0.3423585247684651, + "TN": 62509478, + "TP": 20775, + "n_pred": 39748, + "n_ref": 41709 + }, + "14": { + "Dice": 0.749930961942001, + "FN": 141258, + "FP": 913, + "IoU": 0.5999116361661353, + "TN": 62214811, + "TP": 213178, + "n_pred": 214091, + "n_ref": 354436 + }, + "15": { + "Dice": 0.10877069524615575, + "FN": 85620, + "FP": 8099, + "IoU": 0.05751322432068223, + "TN": 62470722, + "TP": 5719, + "n_pred": 13818, + "n_ref": 91339 + }, + "2": { + "Dice": 0.6863447122117523, + "FN": 58702, + "FP": 40292, + "IoU": 0.5224694168949948, + "TN": 62362856, + "TP": 108310, + "n_pred": 148602, + "n_ref": 167012 + }, + "3": { + "Dice": 0.7215262841137349, + "FN": 58102, + "FP": 51559, + "IoU": 0.5643653640650387, + "TN": 62318433, + "TP": 142066, + "n_pred": 193625, + "n_ref": 200168 + }, + "4": { + "Dice": 0.8744373869515837, + "FN": 2692, + "FP": 3278, + "IoU": 0.7768891546453397, + "TN": 62543402, + "TP": 20788, + "n_pred": 24066, + "n_ref": 23480 + }, + "5": { + "Dice": 0.0, + "FN": 8175, + "FP": 0, + "IoU": 0.0, + "TN": 62561985, + "TP": 0, + "n_pred": 0, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9003761279536179, + "FN": 44964, + "FP": 267632, + "IoU": 0.8188037299317926, + "TN": 60844981, + "TP": 1412583, + "n_pred": 1680215, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.7342699320638842, + "FN": 60184, + "FP": 31892, + "IoU": 0.5801157376795005, + "TN": 62350871, + "TP": 127213, + "n_pred": 159105, + "n_ref": 187397 + }, + "8": { + "Dice": 0.8851681811370108, + "FN": 5150, + "FP": 11708, + "IoU": 0.793992570143709, + "TN": 62488328, + "TP": 64974, + "n_pred": 76682, + "n_ref": 70124 + }, + "9": { + "Dice": 0.6442635471191998, + "FN": 15010, + "FP": 23184, + "IoU": 0.4752129705963177, + "TN": 62497380, + "TP": 34586, + "n_pred": 57770, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.31598048355836844, + "FN": 226988, + "FP": 5593, + "IoU": 0.18763469215965015, + "TN": 55094947, + "TP": 53720, + "n_pred": 59313, + "n_ref": 280708 + }, + "10": { + "Dice": 0.7734057345449993, + "FN": 17888, + "FP": 16497, + "IoU": 0.6305310209958525, + "TN": 55288182, + "TP": 58681, + "n_pred": 75178, + "n_ref": 76569 + }, + "11": { + "Dice": 0.0, + "FN": 4327, + "FP": 0, + "IoU": 0.0, + "TN": 55376921, + "TP": 0, + "n_pred": 0, + "n_ref": 4327 + }, + "12": { + "Dice": 0.0, + "FN": 4728, + "FP": 0, + "IoU": 0.0, + "TN": 55376520, + "TP": 0, + "n_pred": 0, + "n_ref": 4728 + }, + "13": { + "Dice": 0.43595632106270404, + "FN": 35508, + "FP": 14596, + "IoU": 0.27873666633077576, + "TN": 55311781, + "TP": 19363, + "n_pred": 33959, + "n_ref": 54871 + }, + "14": { + "Dice": 0.7919428790438202, + "FN": 11501, + "FP": 32470, + "IoU": 0.6555508554239519, + "TN": 55253592, + "TP": 83685, + "n_pred": 116155, + "n_ref": 95186 + }, + "15": { + "Dice": 0.8112802734611748, + "FN": 20930, + "FP": 10208, + "IoU": 0.6824823844922349, + "TN": 55283181, + "TP": 66929, + "n_pred": 77137, + "n_ref": 87859 + }, + "2": { + "Dice": 0.7575714515336252, + "FN": 32764, + "FP": 71305, + "IoU": 0.6097505184251873, + "TN": 55114575, + "TP": 162604, + "n_pred": 233909, + "n_ref": 195368 + }, + "3": { + "Dice": 0.6782862545406293, + "FN": 81656, + "FP": 15323, + "IoU": 0.5131869566090396, + "TN": 55182036, + "TP": 102233, + "n_pred": 117556, + "n_ref": 183889 + }, + "4": { + "Dice": 0.664998483469821, + "FN": 3024, + "FP": 1394, + "IoU": 0.4981256389867091, + "TN": 55372445, + "TP": 4385, + "n_pred": 5779, + "n_ref": 7409 + }, + "5": { + "Dice": 0.0, + "FN": 5640, + "FP": 0, + "IoU": 0.0, + "TN": 55375608, + "TP": 0, + "n_pred": 0, + "n_ref": 5640 + }, + "6": { + "Dice": 0.8931111585660739, + "FN": 37104, + "FP": 312773, + "IoU": 0.806866168611012, + "TN": 53569670, + "TP": 1461701, + "n_pred": 1774474, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.8042727912188579, + "FN": 52338, + "FP": 7487, + "IoU": 0.6726223049140856, + "TN": 55198508, + "TP": 122915, + "n_pred": 130402, + "n_ref": 175253 + }, + "8": { + "Dice": 0.8878805148442457, + "FN": 5766, + "FP": 4661, + "IoU": 0.7983679152244116, + "TN": 55329535, + "TP": 41286, + "n_pred": 45947, + "n_ref": 47052 + }, + "9": { + "Dice": 0.7650485816504076, + "FN": 11783, + "FP": 12253, + "IoU": 0.6194969051275151, + "TN": 55318079, + "TP": 39133, + "n_pred": 51386, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9435613004195136, + "FN": 28284, + "FP": 2874, + "IoU": 0.8931529115642992, + "TN": 110855002, + "TP": 260455, + "n_pred": 263329, + "n_ref": 288739 + }, + "10": { + "Dice": 0.7704263835294681, + "FN": 17985, + "FP": 20329, + "IoU": 0.6265801194896835, + "TN": 111044012, + "TP": 64289, + "n_pred": 84618, + "n_ref": 82274 + }, + "11": { + "Dice": 0.0, + "FN": 3634, + "FP": 0, + "IoU": 0.0, + "TN": 111142981, + "TP": 0, + "n_pred": 0, + "n_ref": 3634 + }, + "12": { + "Dice": 0.0, + "FN": 3104, + "FP": 0, + "IoU": 0.0, + "TN": 111143511, + "TP": 0, + "n_pred": 0, + "n_ref": 3104 + }, + "13": { + "Dice": 0.44994960479550156, + "FN": 32907, + "FP": 39676, + "IoU": 0.290280629705681, + "TN": 111044345, + "TP": 29687, + "n_pred": 69363, + "n_ref": 62594 + }, + "14": { + "Dice": 0.7696453480999281, + "FN": 4701, + "FP": 17097, + "IoU": 0.6255475581055778, + "TN": 111088402, + "TP": 36415, + "n_pred": 53512, + "n_ref": 41116 + }, + "15": { + "Dice": 0.8481524480563674, + "FN": 4178, + "FP": 3408, + "IoU": 0.7363408869734464, + "TN": 111117843, + "TP": 21186, + "n_pred": 24594, + "n_ref": 25364 + }, + "2": { + "Dice": 0.7138573581373341, + "FN": 17091, + "FP": 94179, + "IoU": 0.5550374701078915, + "TN": 110896549, + "TP": 138796, + "n_pred": 232975, + "n_ref": 155887 + }, + "3": { + "Dice": 0.6137847385248284, + "FN": 134750, + "FP": 3444, + "IoU": 0.4427773633596097, + "TN": 110898610, + "TP": 109811, + "n_pred": 113255, + "n_ref": 244561 + }, + "4": { + "Dice": 0.7596058570956732, + "FN": 5039, + "FP": 3695, + "IoU": 0.6123907158389917, + "TN": 111124082, + "TP": 13799, + "n_pred": 17494, + "n_ref": 18838 + }, + "5": { + "Dice": 0.0, + "FN": 4767, + "FP": 0, + "IoU": 0.0, + "TN": 111141848, + "TP": 0, + "n_pred": 0, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9662728150710889, + "FN": 23402, + "FP": 86952, + "IoU": 0.9347464487330271, + "TN": 109455458, + "TP": 1580803, + "n_pred": 1667755, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.35009460007888105, + "FN": 286828, + "FP": 54269, + "IoU": 0.21219071111326676, + "TN": 110713646, + "TP": 91872, + "n_pred": 146141, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9134208541589436, + "FN": 9093, + "FP": 4453, + "IoU": 0.840639043787205, + "TN": 111061613, + "TP": 71456, + "n_pred": 75909, + "n_ref": 80549 + }, + "9": { + "Dice": 0.7922233300099701, + "FN": 16124, + "FP": 4716, + "IoU": 0.655935281492488, + "TN": 111086045, + "TP": 39730, + "n_pred": 44446, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9418714893260738, + "FN": 10952, + "FP": 12653, + "IoU": 0.8901295823946678, + "TN": 96906181, + "TP": 191239, + "n_pred": 203892, + "n_ref": 202191 + }, + "10": { + "Dice": 0.6321255701557875, + "FN": 31370, + "FP": 18715, + "IoU": 0.46212251385368786, + "TN": 97027909, + "TP": 43031, + "n_pred": 61746, + "n_ref": 74401 + }, + "11": { + "Dice": 0.0, + "FN": 3912, + "FP": 0, + "IoU": 0.0, + "TN": 97117113, + "TP": 0, + "n_pred": 0, + "n_ref": 3912 + }, + "12": { + "Dice": 0.0, + "FN": 5283, + "FP": 0, + "IoU": 0.0, + "TN": 97115742, + "TP": 0, + "n_pred": 0, + "n_ref": 5283 + }, + "13": { + "Dice": 0.6566156148043474, + "FN": 19774, + "FP": 13274, + "IoU": 0.4887771676077036, + "TN": 97056380, + "TP": 31597, + "n_pred": 44871, + "n_ref": 51371 + }, + "14": { + "Dice": 0.8876746826762004, + "FN": 14873, + "FP": 15100, + "IoU": 0.7980351331136671, + "TN": 96972618, + "TP": 118434, + "n_pred": 133534, + "n_ref": 133307 + }, + "15": { + "Dice": 0.7824413186430345, + "FN": 23581, + "FP": 1398, + "IoU": 0.6426313003419317, + "TN": 97051128, + "TP": 44918, + "n_pred": 46316, + "n_ref": 68499 + }, + "2": { + "Dice": 0.7280495415486534, + "FN": 61232, + "FP": 18078, + "IoU": 0.5723882850241546, + "TN": 96935553, + "TP": 106162, + "n_pred": 124240, + "n_ref": 167394 + }, + "3": { + "Dice": 0.8080583022221162, + "FN": 50477, + "FP": 29984, + "IoU": 0.6779344188801896, + "TN": 96871197, + "TP": 169367, + "n_pred": 199351, + "n_ref": 219844 + }, + "4": { + "Dice": 0.8458108295249965, + "FN": 1964, + "FP": 3603, + "IoU": 0.7328181992704934, + "TN": 97100189, + "TP": 15269, + "n_pred": 18872, + "n_ref": 17233 + }, + "5": { + "Dice": 0.0, + "FN": 12458, + "FP": 0, + "IoU": 0.0, + "TN": 97108567, + "TP": 0, + "n_pred": 0, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9431856927394705, + "FN": 33036, + "FP": 154256, + "IoU": 0.8924800565809838, + "TN": 95379097, + "TP": 1554636, + "n_pred": 1708892, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.7791425773119303, + "FN": 101234, + "FP": 26625, + "IoU": 0.6381929313223351, + "TN": 96767635, + "TP": 225531, + "n_pred": 252156, + "n_ref": 326765 + }, + "8": { + "Dice": 0.8844630427155735, + "FN": 13133, + "FP": 9590, + "IoU": 0.7928585753614469, + "TN": 97011327, + "TP": 86975, + "n_pred": 96565, + "n_ref": 100108 + }, + "9": { + "Dice": 0.8133802033506129, + "FN": 22327, + "FP": 11225, + "IoU": 0.6854598293803319, + "TN": 97014355, + "TP": 73118, + "n_pred": 84343, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9478729715121874, + "FN": 17379, + "FP": 2392, + "IoU": 0.9009111503147428, + "TN": 78856877, + "TP": 179757, + "n_pred": 182149, + "n_ref": 197136 + }, + "10": { + "Dice": 0.3941645679175991, + "FN": 67736, + "FP": 9963, + "IoU": 0.24545763534838552, + "TN": 78953430, + "TP": 25276, + "n_pred": 35239, + "n_ref": 93012 + }, + "11": { + "Dice": 0.0, + "FN": 3009, + "FP": 0, + "IoU": 0.0, + "TN": 79053396, + "TP": 0, + "n_pred": 0, + "n_ref": 3009 + }, + "12": { + "Dice": 0.0, + "FN": 3004, + "FP": 0, + "IoU": 0.0, + "TN": 79053401, + "TP": 0, + "n_pred": 0, + "n_ref": 3004 + }, + "13": { + "Dice": 0.4572904457145228, + "FN": 43432, + "FP": 8889, + "IoU": 0.29642031090312515, + "TN": 78982041, + "TP": 22043, + "n_pred": 30932, + "n_ref": 65475 + }, + "14": { + "Dice": 0.5710054272835986, + "FN": 6841, + "FP": 39795, + "IoU": 0.39958544153051895, + "TN": 78978732, + "TP": 31037, + "n_pred": 70832, + "n_ref": 37878 + }, + "15": { + "Dice": 0.5469690887193898, + "FN": 19457, + "FP": 12141, + "IoU": 0.3764332090067689, + "TN": 79005732, + "TP": 19075, + "n_pred": 31216, + "n_ref": 38532 + }, + "2": { + "Dice": 0.7423005405937911, + "FN": 22327, + "FP": 40454, + "IoU": 0.5902050247713788, + "TN": 78903204, + "TP": 90420, + "n_pred": 130874, + "n_ref": 112747 + }, + "3": { + "Dice": 0.6624875424419834, + "FN": 44602, + "FP": 33629, + "IoU": 0.49531317536401115, + "TN": 78901396, + "TP": 76778, + "n_pred": 110407, + "n_ref": 121380 + }, + "4": { + "Dice": 0.6639968590498626, + "FN": 4254, + "FP": 25, + "IoU": 0.4970024685553074, + "TN": 79047898, + "TP": 4228, + "n_pred": 4253, + "n_ref": 8482 + }, + "5": { + "Dice": 0.0, + "FN": 4958, + "FP": 0, + "IoU": 0.0, + "TN": 79051447, + "TP": 0, + "n_pred": 0, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9532121114549607, + "FN": 39756, + "FP": 85792, + "IoU": 0.9106067445811373, + "TN": 77651959, + "TP": 1278898, + "n_pred": 1364690, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.6145525847613449, + "FN": 257551, + "FP": 13920, + "IoU": 0.44357698314770255, + "TN": 78568519, + "TP": 216415, + "n_pred": 230335, + "n_ref": 473966 + }, + "8": { + "Dice": 0.8099520383693045, + "FN": 3156, + "FP": 10158, + "IoU": 0.6806045340050377, + "TN": 79014720, + "TP": 28371, + "n_pred": 38529, + "n_ref": 31527 + }, + "9": { + "Dice": 0.7691470809401149, + "FN": 23217, + "FP": 5641, + "IoU": 0.6248895128165133, + "TN": 78979473, + "TP": 48074, + "n_pred": 53715, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9137551567762343, + "FN": 10266, + "FP": 31859, + "IoU": 0.8412055186972256, + "TN": 122446660, + "TP": 223155, + "n_pred": 255014, + "n_ref": 233421 + }, + "10": { + "Dice": 0.6990780838000654, + "FN": 37752, + "FP": 24788, + "IoU": 0.5373712865427861, + "TN": 122576756, + "TP": 72644, + "n_pred": 97432, + "n_ref": 110396 + }, + "11": { + "Dice": 0.0, + "FN": 4182, + "FP": 0, + "IoU": 0.0, + "TN": 122707758, + "TP": 0, + "n_pred": 0, + "n_ref": 4182 + }, + "12": { + "Dice": 0.0, + "FN": 6290, + "FP": 0, + "IoU": 0.0, + "TN": 122705650, + "TP": 0, + "n_pred": 0, + "n_ref": 6290 + }, + "13": { + "Dice": 0.14784444802151292, + "FN": 45993, + "FP": 44004, + "IoU": 0.0798229111283792, + "TN": 122614136, + "TP": 7807, + "n_pred": 51811, + "n_ref": 53800 + }, + "14": { + "Dice": 0.6879342465753424, + "FN": 13534, + "FP": 71894, + "IoU": 0.5243138499574027, + "TN": 122532351, + "TP": 94161, + "n_pred": 166055, + "n_ref": 107695 + }, + "15": { + "Dice": 0.798036594450624, + "FN": 11988, + "FP": 7803, + "IoU": 0.6639441689872988, + "TN": 122653048, + "TP": 39101, + "n_pred": 46904, + "n_ref": 51089 + }, + "2": { + "Dice": 0.7213172215756148, + "FN": 56684, + "FP": 5331, + "IoU": 0.5641095928924876, + "TN": 122569668, + "TP": 80257, + "n_pred": 85588, + "n_ref": 136941 + }, + "3": { + "Dice": 0.751466988019824, + "FN": 7444, + "FP": 84126, + "IoU": 0.6018799509578011, + "TN": 122481934, + "TP": 138436, + "n_pred": 222562, + "n_ref": 145880 + }, + "4": { + "Dice": 0.6946125060459749, + "FN": 24546, + "FP": 11443, + "IoU": 0.5321121193998803, + "TN": 122635022, + "TP": 40929, + "n_pred": 52372, + "n_ref": 65475 + }, + "5": { + "Dice": 0.0, + "FN": 17209, + "FP": 0, + "IoU": 0.0, + "TN": 122694731, + "TP": 0, + "n_pred": 0, + "n_ref": 17209 + }, + "6": { + "Dice": 0.907331322621592, + "FN": 38187, + "FP": 303475, + "IoU": 0.8303810124753573, + "TN": 120697649, + "TP": 1672629, + "n_pred": 1976104, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.5262946524397422, + "FN": 300196, + "FP": 178695, + "IoU": 0.35712339193925785, + "TN": 121967021, + "TP": 266028, + "n_pred": 444723, + "n_ref": 566224 + }, + "8": { + "Dice": 0.8898937116175586, + "FN": 18859, + "FP": 10240, + "IoU": 0.8016292862499148, + "TN": 122565250, + "TP": 117591, + "n_pred": 127831, + "n_ref": 136450 + }, + "9": { + "Dice": 0.6303248663904402, + "FN": 22262, + "FP": 39300, + "IoU": 0.4602002700664644, + "TN": 122597894, + "TP": 52484, + "n_pred": 91784, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/loop_004/summary_cross_val.json b/nnActive_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/loop_004/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..a9145ce3bb6b6d01dc55bece160d50bd83b7cb1e --- /dev/null +++ b/nnActive_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/loop_004/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.28997615900051366, + "FN": 1794.1377777777775, + "FP": 1085.8866666666665, + "IoU": 0.2390690087511684, + "TN": 1114489.968888889, + "TP": 4114.806666666667, + "n_pred": 5200.693333333333, + "n_ref": 5908.944444444446 + }, + "mean": { + "1": { + "Dice": 0.3036740653833941, + "FN": 3527.133333333333, + "FP": 701.7666666666667, + "IoU": 0.2686035423415555, + "TN": 1115116.8666666667, + "TP": 2139.0333333333333, + "n_pred": 2840.8, + "n_ref": 5666.166666666667 + }, + "10": { + "Dice": 0.2546719673711893, + "FN": 686.9, + "FP": 835.2666666666667, + "IoU": 0.17883058921378536, + "TN": 1119330.7, + "TP": 631.9333333333333, + "n_pred": 1467.2, + "n_ref": 1318.8333333333333 + }, + "11": { + "Dice": 0.0, + "FN": 177.86666666666667, + "FP": 0.0, + "IoU": 0.0, + "TN": 1121306.9333333333, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 177.86666666666667 + }, + "12": { + "Dice": 0.0, + "FN": 166.76666666666668, + "FP": 0.0, + "IoU": 0.0, + "TN": 1121318.0333333334, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 166.76666666666668 + }, + "13": { + "Dice": 0.09009267192653156, + "FN": 637.8666666666667, + "FP": 931.6333333333333, + "IoU": 0.06192343697460565, + "TN": 1119282.5666666667, + "TP": 632.7333333333333, + "n_pred": 1564.3666666666666, + "n_ref": 1270.6 + }, + "14": { + "Dice": 0.4386921131181159, + "FN": 3434.266666666667, + "FP": 391.03333333333336, + "IoU": 0.3774320540899392, + "TN": 1115302.2333333334, + "TP": 2357.266666666667, + "n_pred": 2748.3, + "n_ref": 5791.533333333334 + }, + "15": { + "Dice": 0.28525278674796506, + "FN": 786.2333333333333, + "FP": 742.0333333333333, + "IoU": 0.1970023467280922, + "TN": 1119652.2333333334, + "TP": 304.3, + "n_pred": 1046.3333333333333, + "n_ref": 1090.5333333333333 + }, + "2": { + "Dice": 0.27805654157946613, + "FN": 502.0, + "FP": 1234.7333333333333, + "IoU": 0.2521003231924588, + "TN": 1116182.6333333333, + "TP": 3565.4333333333334, + "n_pred": 4800.166666666667, + "n_ref": 4067.4333333333334 + }, + "3": { + "Dice": 0.16986589639969757, + "FN": 2506.0666666666666, + "FP": 1889.0333333333333, + "IoU": 0.14353940841327884, + "TN": 1112994.6, + "TP": 4095.1, + "n_pred": 5984.133333333333, + "n_ref": 6601.166666666667 + }, + "4": { + "Dice": 0.36666433531870823, + "FN": 362.2, + "FP": 594.4333333333333, + "IoU": 0.29717216628887894, + "TN": 1119296.0333333334, + "TP": 1232.1333333333334, + "n_pred": 1826.5666666666666, + "n_ref": 1594.3333333333333 + }, + "5": { + "Dice": 0.13682135664395595, + "FN": 375.9, + "FP": 4.466666666666667, + "IoU": 0.08607629060520285, + "TN": 1120998.0, + "TP": 106.43333333333334, + "n_pred": 110.9, + "n_ref": 482.3333333333333 + }, + "6": { + "Dice": 0.8524256006523898, + "FN": 6951.2, + "FP": 7356.5, + "IoU": 0.7715148209154302, + "TN": 1064462.7666666666, + "TP": 42714.333333333336, + "n_pred": 50070.833333333336, + "n_ref": 49665.53333333333 + }, + "7": { + "Dice": 0.28020125908694926, + "FN": 3544.9, + "FP": 1006.7333333333333, + "IoU": 0.21209037765714472, + "TN": 1115859.6333333333, + "TP": 1073.5333333333333, + "n_pred": 2080.266666666667, + "n_ref": 4618.433333333333 + }, + "8": { + "Dice": 0.5587741268717448, + "FN": 2915.2, + "FP": 456.43333333333334, + "IoU": 0.46016940619307567, + "TN": 1116116.3333333333, + "TP": 1996.8333333333333, + "n_pred": 2453.266666666667, + "n_ref": 4912.033333333334 + }, + "9": { + "Dice": 0.3344496639075973, + "FN": 337.56666666666666, + "FP": 144.23333333333332, + "IoU": 0.2795803686540774, + "TN": 1120129.9666666666, + "TP": 873.0333333333333, + "n_pred": 1017.2666666666667, + "n_ref": 1210.6 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4589, + "IoU": 0.0, + "TN": 1046803, + "TP": 0, + "n_pred": 4589, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 789, + "FP": 0, + "IoU": 0.0, + "TN": 1050603, + "TP": 0, + "n_pred": 0, + "n_ref": 789 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1065, + "IoU": 0.0, + "TN": 1050327, + "TP": 0, + "n_pred": 1065, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 1051389, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9466847343582075, + "FN": 5052, + "FP": 1794, + "IoU": 0.8987667465176116, + "TN": 983766, + "TP": 60780, + "n_pred": 62574, + "n_ref": 65832 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 413, + "FP": 2109, + "IoU": 0.0, + "TN": 1048870, + "TP": 0, + "n_pred": 2109, + "n_ref": 413 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 302, + "IoU": 0.0, + "TN": 1051090, + "TP": 0, + "n_pred": 302, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4639, + "IoU": 0.0, + "TN": 1046753, + "TP": 0, + "n_pred": 4639, + "n_ref": 0 + }, + "4": { + "Dice": 0.5007507507507507, + "FN": 2483, + "FP": 1507, + "IoU": 0.33400100150225337, + "TN": 1045401, + "TP": 2001, + "n_pred": 3508, + "n_ref": 4484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9735011072878289, + "FN": 2096, + "FP": 3133, + "IoU": 0.9483703433090769, + "TN": 950113, + "TP": 96050, + "n_pred": 99183, + "n_ref": 98146 + }, + "7": { + "Dice": 0.8441240569991618, + "FN": 1903, + "FP": 2746, + "IoU": 0.730289493531357, + "TN": 1034155, + "TP": 12588, + "n_pred": 15334, + "n_ref": 14491 + }, + "8": { + "Dice": 0.782653017882173, + "FN": 1361, + "FP": 3756, + "IoU": 0.6429169574319609, + "TN": 1037062, + "TP": 9213, + "n_pred": 12969, + "n_ref": 10574 + }, + "9": { + "Dice": 0.8078372268274303, + "FN": 3452, + "FP": 628, + "IoU": 0.6776232616940582, + "TN": 1038736, + "TP": 8576, + "n_pred": 9204, + "n_ref": 12028 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8802753666566896, + "FN": 2345, + "FP": 55, + "IoU": 0.7861534349104518, + "TN": 864937, + "TP": 8823, + "n_pred": 8878, + "n_ref": 11168 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1556, + "IoU": 0.0, + "TN": 874604, + "TP": 0, + "n_pred": 1556, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.4579339723109691, + "FN": 509, + "FP": 0, + "IoU": 0.2969613259668508, + "TN": 875436, + "TP": 215, + "n_pred": 215, + "n_ref": 724 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6443507990776814, + "FN": 1478, + "FP": 2995, + "IoU": 0.475307917888563, + "TN": 1218099, + "TP": 4052, + "n_pred": 7047, + "n_ref": 5530 + }, + "11": { + "Dice": 0.0, + "FN": 380, + "FP": 0, + "IoU": 0.0, + "TN": 1226244, + "TP": 0, + "n_pred": 0, + "n_ref": 380 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6470080197409007, + "FN": 14621, + "FP": 5406, + "IoU": 0.47820536202808683, + "TN": 1188243, + "TP": 18354, + "n_pred": 23760, + "n_ref": 32975 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8272014475271411, + "FN": 939, + "FP": 207, + "IoU": 0.7053227050655696, + "TN": 1222735, + "TP": 2743, + "n_pred": 2950, + "n_ref": 3682 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 896, + "IoU": 0.0, + "TN": 1225728, + "TP": 0, + "n_pred": 896, + "n_ref": 0 + }, + "4": { + "Dice": 0.6633165829145728, + "FN": 102, + "FP": 300, + "IoU": 0.49624060150375937, + "TN": 1225826, + "TP": 396, + "n_pred": 696, + "n_ref": 498 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7749752720079129, + "FN": 2417, + "FP": 313, + "IoU": 0.6326201049656843, + "TN": 1219193, + "TP": 4701, + "n_pred": 5014, + "n_ref": 7118 + }, + "7": { + "Dice": 0.3531624270018806, + "FN": 2777, + "FP": 10293, + "IoU": 0.21444885202548383, + "TN": 1209986, + "TP": 3568, + "n_pred": 13861, + "n_ref": 6345 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 49, + "IoU": 0.0, + "TN": 1226575, + "TP": 0, + "n_pred": 49, + "n_ref": 0 + }, + "9": { + "Dice": 0.9013895543842837, + "FN": 493, + "FP": 536, + "IoU": 0.8204815073272854, + "TN": 1220892, + "TP": 4703, + "n_pred": 5239, + "n_ref": 5196 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 876155, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 847, + "IoU": 0.0, + "TN": 875313, + "TP": 0, + "n_pred": 847, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.829201886852186, + "FN": 3175, + "FP": 2220, + "IoU": 0.7082364393488724, + "TN": 857669, + "TP": 13096, + "n_pred": 15316, + "n_ref": 16271 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9657748510863199, + "FN": 2535, + "FP": 2257, + "IoU": 0.9338148971727691, + "TN": 803757, + "TP": 67611, + "n_pred": 69868, + "n_ref": 70146 + }, + "7": { + "Dice": 0.7018315018315018, + "FN": 246, + "FP": 161, + "IoU": 0.5406320541760722, + "TN": 875274, + "TP": 479, + "n_pred": 640, + "n_ref": 725 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.959666485900217, + "FN": 254, + "FP": 2126, + "IoU": 0.9224604157164267, + "TN": 845466, + "TP": 28314, + "n_pred": 30440, + "n_ref": 28568 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9889767083365638, + "FN": 453, + "FP": 1964, + "IoU": 0.9781937928545651, + "TN": 765320, + "TP": 108423, + "n_pred": 110387, + "n_ref": 108876 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.18576598311218334, + "FN": 77, + "FP": 598, + "IoU": 0.1023936170212766, + "TN": 875408, + "TP": 77, + "n_pred": 675, + "n_ref": 154 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1920, + "IoU": 0.0, + "TN": 1049472, + "TP": 0, + "n_pred": 1920, + "n_ref": 0 + }, + "14": { + "Dice": 0.8266840127204395, + "FN": 1973, + "FP": 425, + "IoU": 0.7045706541825798, + "TN": 1043275, + "TP": 5719, + "n_pred": 6144, + "n_ref": 7692 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 586, + "IoU": 0.0, + "TN": 1050806, + "TP": 0, + "n_pred": 586, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.6709302325581395, + "FN": 29, + "FP": 537, + "IoU": 0.5048118985126859, + "TN": 1050249, + "TP": 577, + "n_pred": 1114, + "n_ref": 606 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.4031168831168831, + "FN": 1471, + "FP": 827, + "IoU": 0.2524398178269356, + "TN": 1223550, + "TP": 776, + "n_pred": 1603, + "n_ref": 2247 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 245, + "IoU": 0.0, + "TN": 1226379, + "TP": 0, + "n_pred": 245, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8083823600914085, + "FN": 1382, + "FP": 2559, + "IoU": 0.6783907295576954, + "TN": 1214370, + "TP": 8313, + "n_pred": 10872, + "n_ref": 9695 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9168709558630123, + "FN": 4713, + "FP": 3188, + "IoU": 0.8465020496182465, + "TN": 1175151, + "TP": 43572, + "n_pred": 46760, + "n_ref": 48285 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 270, + "IoU": 0.0, + "TN": 1226354, + "TP": 0, + "n_pred": 270, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7864214992927864, + "FN": 77, + "FP": 74, + "IoU": 0.6480186480186481, + "TN": 1226195, + "TP": 278, + "n_pred": 352, + "n_ref": 355 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 111, + "IoU": 0.0, + "TN": 1226513, + "TP": 0, + "n_pred": 111, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 119, + "IoU": 0.0, + "TN": 1226505, + "TP": 0, + "n_pred": 119, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 2005, + "FP": 0, + "IoU": 0.0, + "TN": 1224619, + "TP": 0, + "n_pred": 0, + "n_ref": 2005 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9520510741472554, + "FN": 4179, + "FP": 1912, + "IoU": 0.9084899565811811, + "TN": 1160063, + "TP": 60470, + "n_pred": 62382, + "n_ref": 64649 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1477, + "IoU": 0.0, + "TN": 1225147, + "TP": 0, + "n_pred": 1477, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 1226620, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 934, + "FP": 2, + "IoU": 0.0, + "TN": 1225688, + "TP": 0, + "n_pred": 2, + "n_ref": 934 + }, + "6": { + "Dice": 0.9662506182537605, + "FN": 2042, + "FP": 2598, + "IoU": 0.934704905575413, + "TN": 1155562, + "TP": 66422, + "n_pred": 69020, + "n_ref": 68464 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.1542449773169151, + "FN": 5220, + "FP": 0, + "IoU": 0.08356741573033707, + "TN": 1220928, + "TP": 476, + "n_pred": 476, + "n_ref": 5696 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.003915527312407728, + "FN": 93107, + "FP": 1, + "IoU": 0.0019616040132488665, + "TN": 1308565, + "TP": 183, + "n_pred": 184, + "n_ref": 93290 + }, + "10": { + "Dice": 0.11925144336054151, + "FN": 6548, + "FP": 2300, + "IoU": 0.06340637239335238, + "TN": 1392409, + "TP": 599, + "n_pred": 2899, + "n_ref": 7147 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3553, + "FP": 0, + "IoU": 0.0, + "TN": 1398303, + "TP": 0, + "n_pred": 0, + "n_ref": 3553 + }, + "13": { + "Dice": 0.02897693672383205, + "FN": 38, + "FP": 16382, + "IoU": 0.014701470147014702, + "TN": 1385191, + "TP": 245, + "n_pred": 16627, + "n_ref": 283 + }, + "14": { + "Dice": 0.9002064693737095, + "FN": 1567, + "FP": 318, + "IoU": 0.818523153942428, + "TN": 1391469, + "TP": 8502, + "n_pred": 8820, + "n_ref": 10069 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 16352, + "IoU": 0.0, + "TN": 1385504, + "TP": 0, + "n_pred": 16352, + "n_ref": 0 + }, + "3": { + "Dice": 0.10651196822410369, + "FN": 16569, + "FP": 527, + "IoU": 0.05625172508970466, + "TN": 1383741, + "TP": 1019, + "n_pred": 1546, + "n_ref": 17588 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 51, + "IoU": 0.0, + "TN": 1401805, + "TP": 0, + "n_pred": 51, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7449556710486089, + "FN": 203, + "FP": 113255, + "IoU": 0.5935692101577249, + "TN": 1122699, + "TP": 165699, + "n_pred": 278954, + "n_ref": 165902 + }, + "7": { + "Dice": 0.00012045290291496025, + "FN": 16549, + "FP": 53, + "IoU": 6.023007890140336e-05, + "TN": 1385253, + "TP": 1, + "n_pred": 54, + "n_ref": 16550 + }, + "8": { + "Dice": 0.9102431296081896, + "FN": 210, + "FP": 1263, + "IoU": 0.8352717512860658, + "TN": 1392914, + "TP": 7469, + "n_pred": 8732, + "n_ref": 7679 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 1401848, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3245, + "IoU": 0.0, + "TN": 872915, + "TP": 0, + "n_pred": 3245, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 4597, + "IoU": 0.0, + "TN": 871563, + "TP": 0, + "n_pred": 4597, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 380, + "IoU": 0.0, + "TN": 875780, + "TP": 0, + "n_pred": 380, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 1303, + "FP": 0, + "IoU": 0.0, + "TN": 874857, + "TP": 0, + "n_pred": 0, + "n_ref": 1303 + }, + "6": { + "Dice": 0.9279345528081625, + "FN": 4963, + "FP": 4445, + "IoU": 0.8655577467203979, + "TN": 806182, + "TP": 60570, + "n_pred": 65015, + "n_ref": 65533 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.19754677569885784, + "FN": 36112, + "FP": 0, + "IoU": 0.10959883620583377, + "TN": 835603, + "TP": 4445, + "n_pred": 4445, + "n_ref": 40557 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.30649901238136534, + "FN": 2885, + "FP": 11510, + "IoU": 0.18098543468365955, + "TN": 1209048, + "TP": 3181, + "n_pred": 14691, + "n_ref": 6066 + }, + "11": { + "Dice": 0.0, + "FN": 2162, + "FP": 0, + "IoU": 0.0, + "TN": 1224462, + "TP": 0, + "n_pred": 0, + "n_ref": 2162 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2219626168224299, + "FN": 2150, + "FP": 514, + "IoU": 0.12483574244415244, + "TN": 1223580, + "TP": 380, + "n_pred": 894, + "n_ref": 2530 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8242658980363898, + "FN": 7354, + "FP": 450, + "IoU": 0.7010648892974795, + "TN": 1200518, + "TP": 18302, + "n_pred": 18752, + "n_ref": 25656 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 8210, + "IoU": 0.0, + "TN": 1218414, + "TP": 0, + "n_pred": 8210, + "n_ref": 0 + }, + "4": { + "Dice": 0.00696142991533396, + "FN": 1672, + "FP": 8884, + "IoU": 0.0034928726517511562, + "TN": 1216031, + "TP": 37, + "n_pred": 8921, + "n_ref": 1709 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9086287895008628, + "FN": 21262, + "FP": 15011, + "IoU": 0.8325570445323571, + "TN": 1009995, + "TP": 180356, + "n_pred": 195367, + "n_ref": 201618 + }, + "7": { + "Dice": 0.00221911728445796, + "FN": 19859, + "FP": 4421, + "IoU": 0.0011107911301271238, + "TN": 1202317, + "TP": 27, + "n_pred": 4448, + "n_ref": 19886 + }, + "8": { + "Dice": 0.7908533184606804, + "FN": 373, + "FP": 2, + "IoU": 0.6540590405904059, + "TN": 1225540, + "TP": 709, + "n_pred": 711, + "n_ref": 1082 + }, + "9": { + "Dice": 0.7758198579416654, + "FN": 5689, + "FP": 1728, + "IoU": 0.633746481655227, + "TN": 1206373, + "TP": 12834, + "n_pred": 14562, + "n_ref": 18523 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 75, + "IoU": 0.0, + "TN": 1401781, + "TP": 0, + "n_pred": 75, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 49, + "IoU": 0.0, + "TN": 1401807, + "TP": 0, + "n_pred": 49, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8878301116253744, + "FN": 3616, + "FP": 2976, + "IoU": 0.7982864137086904, + "TN": 1369176, + "TP": 26088, + "n_pred": 29064, + "n_ref": 29704 + }, + "15": { + "Dice": 0.4309679137265344, + "FN": 7026, + "FP": 1522, + "IoU": 0.27467119219346625, + "TN": 1390071, + "TP": 3237, + "n_pred": 4759, + "n_ref": 10263 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 198, + "IoU": 0.0, + "TN": 1401658, + "TP": 0, + "n_pred": 198, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 13878, + "IoU": 0.0, + "TN": 1387978, + "TP": 0, + "n_pred": 13878, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.2467762717105602, + "FN": 142127, + "FP": 4021, + "IoU": 0.14075572200436243, + "TN": 1231767, + "TP": 23941, + "n_pred": 27962, + "n_ref": 166068 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3600, + "IoU": 0.0, + "TN": 1398256, + "TP": 0, + "n_pred": 3600, + "n_ref": 0 + }, + "8": { + "Dice": 0.31197989556528677, + "FN": 38979, + "FP": 6742, + "IoU": 0.18482001176743273, + "TN": 1345769, + "TP": 10366, + "n_pred": 17108, + "n_ref": 49345 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 769, + "IoU": 0.0, + "TN": 1401087, + "TP": 0, + "n_pred": 769, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 99, + "IoU": 0.0, + "TN": 1226525, + "TP": 0, + "n_pred": 99, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1574, + "IoU": 0.0, + "TN": 1225050, + "TP": 0, + "n_pred": 1574, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 1402, + "FP": 193, + "IoU": 0.0, + "TN": 1225029, + "TP": 0, + "n_pred": 193, + "n_ref": 1402 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.757727047524677, + "FN": 1147, + "FP": 5210, + "IoU": 0.6099521413670389, + "TN": 1035094, + "TP": 9941, + "n_pred": 15151, + "n_ref": 11088 + }, + "10": { + "Dice": 0.21693313953488372, + "FN": 3259, + "FP": 1051, + "IoU": 0.12166293050743836, + "TN": 1046485, + "TP": 597, + "n_pred": 1648, + "n_ref": 3856 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4421, + "IoU": 0.0, + "TN": 1046971, + "TP": 0, + "n_pred": 4421, + "n_ref": 0 + }, + "3": { + "Dice": 0.6651836948667451, + "FN": 42531, + "FP": 4731, + "IoU": 0.498333510243074, + "TN": 957182, + "TP": 46948, + "n_pred": 51679, + "n_ref": 89479 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7696089818041038, + "FN": 1591, + "FP": 10311, + "IoU": 0.6254995122872157, + "TN": 1019611, + "TP": 19879, + "n_pred": 30190, + "n_ref": 21470 + }, + "7": { + "Dice": 0.3509076193779628, + "FN": 8987, + "FP": 2241, + "IoU": 0.2127883334501858, + "TN": 1037129, + "TP": 3035, + "n_pred": 5276, + "n_ref": 12022 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8754458718788969, + "FN": 2048, + "FP": 6542, + "IoU": 0.7784826447985972, + "TN": 1187846, + "TP": 30188, + "n_pred": 36730, + "n_ref": 32236 + }, + "15": { + "Dice": 0.058447488584474884, + "FN": 15596, + "FP": 16365, + "IoU": 0.030103480714957668, + "TN": 1193671, + "TP": 992, + "n_pred": 17357, + "n_ref": 16588 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 8207, + "IoU": 0.0, + "TN": 1218417, + "TP": 0, + "n_pred": 8207, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6516402206920149, + "FN": 11139, + "FP": 5151, + "IoU": 0.4832836389012244, + "TN": 844634, + "TP": 15236, + "n_pred": 20387, + "n_ref": 26375 + }, + "10": { + "Dice": 0.0, + "FN": 226, + "FP": 0, + "IoU": 0.0, + "TN": 875934, + "TP": 0, + "n_pred": 0, + "n_ref": 226 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9651108789039824, + "FN": 243, + "FP": 959, + "IoU": 0.9325741852246592, + "TN": 858333, + "TP": 16625, + "n_pred": 17584, + "n_ref": 16868 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6119, + "IoU": 0.0, + "TN": 870041, + "TP": 0, + "n_pred": 6119, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7904350325183348, + "FN": 6810, + "FP": 32566, + "IoU": 0.6534870418445021, + "TN": 762525, + "TP": 74259, + "n_pred": 106825, + "n_ref": 81069 + }, + "7": { + "Dice": 0.24076815701535467, + "FN": 53847, + "FP": 0, + "IoU": 0.1368598220726136, + "TN": 813775, + "TP": 8538, + "n_pred": 8538, + "n_ref": 62385 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 681, + "IoU": 0.0, + "TN": 1050711, + "TP": 0, + "n_pred": 681, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 75, + "IoU": 0.0, + "TN": 1051317, + "TP": 0, + "n_pred": 75, + "n_ref": 0 + }, + "3": { + "Dice": 0.9058271738329691, + "FN": 5177, + "FP": 2493, + "IoU": 0.8278648054221465, + "TN": 1006834, + "TP": 36888, + "n_pred": 39381, + "n_ref": 42065 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3122, + "IoU": 0.0, + "TN": 1048270, + "TP": 0, + "n_pred": 3122, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1401855, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 731, + "IoU": 0.0, + "TN": 1401125, + "TP": 0, + "n_pred": 731, + "n_ref": 0 + }, + "15": { + "Dice": 0.651595744680851, + "FN": 965, + "FP": 4275, + "IoU": 0.4832347140039448, + "TN": 1391716, + "TP": 4900, + "n_pred": 9175, + "n_ref": 5865 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 65, + "IoU": 0.0, + "TN": 1401791, + "TP": 0, + "n_pred": 65, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.41046406993186785, + "FN": 9040, + "FP": 132, + "IoU": 0.25822887181560855, + "TN": 1389491, + "TP": 3193, + "n_pred": 3325, + "n_ref": 12233 + }, + "6": { + "Dice": 0.8672052343437041, + "FN": 1775, + "FP": 2203, + "IoU": 0.7655448812400543, + "TN": 1384889, + "TP": 12989, + "n_pred": 15192, + "n_ref": 14764 + }, + "7": { + "Dice": 0.6105888174171202, + "FN": 835, + "FP": 1526, + "IoU": 0.43945868945868943, + "TN": 1397644, + "TP": 1851, + "n_pred": 3377, + "n_ref": 2686 + }, + "8": { + "Dice": 0.8956023105789096, + "FN": 3681, + "FP": 1271, + "IoU": 0.8109418546940023, + "TN": 1375663, + "TP": 21241, + "n_pred": 22512, + "n_ref": 24922 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 60, + "IoU": 0.0, + "TN": 1401796, + "TP": 0, + "n_pred": 60, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5904421616793212, + "FN": 903, + "FP": 14, + "IoU": 0.4188846641318124, + "TN": 1225046, + "TP": 661, + "n_pred": 675, + "n_ref": 1564 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0029791459781529296, + "FN": 1914, + "FP": 94, + "IoU": 0.0014917951268025858, + "TN": 1224613, + "TP": 3, + "n_pred": 97, + "n_ref": 1917 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 58, + "IoU": 0.0, + "TN": 1226566, + "TP": 0, + "n_pred": 58, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 1226594, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "4": { + "Dice": 0.8580303426628303, + "FN": 2052, + "FP": 2290, + "IoU": 0.7513600183244574, + "TN": 1209161, + "TP": 13121, + "n_pred": 15411, + "n_ref": 15173 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9334390120883933, + "FN": 1836, + "FP": 10173, + "IoU": 0.875185781842748, + "TN": 1130409, + "TP": 84206, + "n_pred": 94379, + "n_ref": 86042 + }, + "7": { + "Dice": 0.0, + "FN": 1022, + "FP": 274, + "IoU": 0.0, + "TN": 1225328, + "TP": 0, + "n_pred": 274, + "n_ref": 1022 + }, + "8": { + "Dice": 0.873687611048296, + "FN": 1491, + "FP": 73, + "IoU": 0.7757062957120321, + "TN": 1219651, + "TP": 5409, + "n_pred": 5482, + "n_ref": 6900 + }, + "9": { + "Dice": 0.004784688995215311, + "FN": 416, + "FP": 0, + "IoU": 0.002398081534772182, + "TN": 1226207, + "TP": 1, + "n_pred": 1, + "n_ref": 417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0400.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9674654377880184, + "FN": 167, + "FP": 539, + "IoU": 0.9369811657591717, + "TN": 1390653, + "TP": 10497, + "n_pred": 11036, + "n_ref": 10664 + }, + "10": { + "Dice": 0.775470169303595, + "FN": 3837, + "FP": 1428, + "IoU": 0.633279933133663, + "TN": 1387499, + "TP": 9092, + "n_pred": 10520, + "n_ref": 12929 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1450, + "FP": 0, + "IoU": 0.0, + "TN": 1400406, + "TP": 0, + "n_pred": 0, + "n_ref": 1450 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 52, + "IoU": 0.0, + "TN": 1401804, + "TP": 0, + "n_pred": 52, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 8267, + "IoU": 0.0, + "TN": 1393589, + "TP": 0, + "n_pred": 8267, + "n_ref": 0 + }, + "3": { + "Dice": 0.8704656090716454, + "FN": 9503, + "FP": 1806, + "IoU": 0.7706410854442574, + "TN": 1352549, + "TP": 37998, + "n_pred": 39804, + "n_ref": 47501 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8190954773869347, + "FN": 322, + "FP": 614, + "IoU": 0.6936170212765957, + "TN": 1398801, + "TP": 2119, + "n_pred": 2733, + "n_ref": 2441 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0401.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 876145, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9941874507909522, + "FN": 1367, + "FP": 486, + "IoU": 0.9884420825458605, + "TN": 715837, + "TP": 158470, + "n_pred": 158956, + "n_ref": 159837 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0402.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 168, + "IoU": 0.0, + "TN": 1226456, + "TP": 0, + "n_pred": 168, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0001285801536532836, + "FN": 93315, + "FP": 0, + "IoU": 6.429421030636192e-05, + "TN": 1133303, + "TP": 6, + "n_pred": 6, + "n_ref": 93321 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 554, + "IoU": 0.0, + "TN": 1226070, + "TP": 0, + "n_pred": 554, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1909, + "IoU": 0.0, + "TN": 1224715, + "TP": 0, + "n_pred": 1909, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.841034068642943, + "FN": 7217, + "FP": 12903, + "IoU": 0.7256762652705061, + "TN": 1153280, + "TP": 53224, + "n_pred": 66127, + "n_ref": 60441 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 881, + "IoU": 0.0, + "TN": 1225743, + "TP": 0, + "n_pred": 881, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.28777553009743145, + "FN": 2010.3177777777776, + "FP": 1548.5311111111112, + "IoU": 0.24392971170937214, + "TN": 1171238.5555555555, + "TP": 5098.062222222222, + "n_pred": 6646.593333333333, + "n_ref": 7108.379999999999 + }, + "mean": { + "1": { + "Dice": 0.350448049570926, + "FN": 1351.4666666666667, + "FP": 959.3333333333334, + "IoU": 0.3157874753818986, + "TN": 1167119.2666666666, + "TP": 10465.4, + "n_pred": 11424.733333333334, + "n_ref": 11816.866666666667 + }, + "10": { + "Dice": 0.31808744414440965, + "FN": 877.6333333333333, + "FP": 1300.0666666666666, + "IoU": 0.2226978093185516, + "TN": 1176841.2, + "TP": 876.5666666666667, + "n_pred": 2176.633333333333, + "n_ref": 1754.2 + }, + "11": { + "Dice": 0.0, + "FN": 115.4, + "FP": 0.0, + "IoU": 0.0, + "TN": 1179780.0666666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 115.4 + }, + "12": { + "Dice": 0.0, + "FN": 267.8, + "FP": 0.0, + "IoU": 0.0, + "TN": 1179627.6666666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 267.8 + }, + "13": { + "Dice": 0.09871161416204903, + "FN": 1793.8666666666666, + "FP": 271.9, + "IoU": 0.06354089016406601, + "TN": 1177673.1666666667, + "TP": 156.53333333333333, + "n_pred": 428.43333333333334, + "n_ref": 1950.4 + }, + "14": { + "Dice": 0.2831341374751889, + "FN": 1016.7, + "FP": 1542.5666666666666, + "IoU": 0.22582284334085348, + "TN": 1175332.4333333333, + "TP": 2003.7666666666667, + "n_pred": 3546.3333333333335, + "n_ref": 3020.4666666666667 + }, + "15": { + "Dice": 0.10148380807971406, + "FN": 1101.8333333333333, + "FP": 407.6333333333333, + "IoU": 0.07869320567733265, + "TN": 1178011.2, + "TP": 374.8, + "n_pred": 782.4333333333333, + "n_ref": 1476.6333333333334 + }, + "2": { + "Dice": 0.35562943474506387, + "FN": 2382.7, + "FP": 405.46666666666664, + "IoU": 0.3088379975307034, + "TN": 1173876.4333333333, + "TP": 3230.866666666667, + "n_pred": 3636.3333333333335, + "n_ref": 5613.566666666667 + }, + "3": { + "Dice": 0.38051554207734356, + "FN": 5654.0, + "FP": 1501.7, + "IoU": 0.3543835124740145, + "TN": 1166612.7666666666, + "TP": 6127.0, + "n_pred": 7628.7, + "n_ref": 11781.0 + }, + "4": { + "Dice": 0.2663276949074482, + "FN": 281.4, + "FP": 661.4, + "IoU": 0.21944310992757718, + "TN": 1177881.3333333333, + "TP": 1071.3333333333333, + "n_pred": 1732.7333333333333, + "n_ref": 1352.7333333333333 + }, + "5": { + "Dice": 0.0, + "FN": 414.4, + "FP": 0.0, + "IoU": 0.0, + "TN": 1179481.0666666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 414.4 + }, + "6": { + "Dice": 0.7102023682861364, + "FN": 3187.6, + "FP": 13440.233333333334, + "IoU": 0.6285970409247006, + "TN": 1126086.4333333333, + "TP": 37181.2, + "n_pred": 50621.433333333334, + "n_ref": 40368.8 + }, + "7": { + "Dice": 0.39430734534188405, + "FN": 10704.266666666666, + "FP": 2275.1, + "IoU": 0.32018342113458764, + "TN": 1156873.9666666666, + "TP": 10042.133333333333, + "n_pred": 12317.233333333334, + "n_ref": 20746.4 + }, + "8": { + "Dice": 0.6860405793783969, + "FN": 432.3666666666667, + "FP": 357.23333333333335, + "IoU": 0.6205630308503305, + "TN": 1175507.3333333333, + "TP": 3598.5333333333333, + "n_pred": 3955.766666666667, + "n_ref": 4030.9 + }, + "9": { + "Dice": 0.3717449332929111, + "FN": 573.3333333333334, + "FP": 105.33333333333333, + "IoU": 0.3003953389159659, + "TN": 1177874.0, + "TP": 1342.8, + "n_pred": 1448.1333333333334, + "n_ref": 1916.1333333333334 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 10337, + "FP": 0, + "IoU": 0.0, + "TN": 1216287, + "TP": 0, + "n_pred": 0, + "n_ref": 10337 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 1226601, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 156047, + "FP": 0, + "IoU": 0.0, + "TN": 1070577, + "TP": 0, + "n_pred": 0, + "n_ref": 156047 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2696, + "IoU": 0.0, + "TN": 1223928, + "TP": 0, + "n_pred": 2696, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 162373, + "IoU": 0.0, + "TN": 1064251, + "TP": 0, + "n_pred": 162373, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2893, + "IoU": 0.0, + "TN": 1223731, + "TP": 0, + "n_pred": 2893, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 598, + "IoU": 0.0, + "TN": 1050794, + "TP": 0, + "n_pred": 598, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 1565, + "FP": 0, + "IoU": 0.0, + "TN": 1049827, + "TP": 0, + "n_pred": 0, + "n_ref": 1565 + }, + "6": { + "Dice": 0.8333333333333334, + "FN": 1, + "FP": 1, + "IoU": 0.7142857142857143, + "TN": 1051385, + "TP": 5, + "n_pred": 6, + "n_ref": 6 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.04193971166448231, + "FN": 4386, + "FP": 0, + "IoU": 0.0214190093708166, + "TN": 1046910, + "TP": 96, + "n_pred": 96, + "n_ref": 4482 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 33, + "FP": 0, + "IoU": 0.0, + "TN": 1051359, + "TP": 0, + "n_pred": 0, + "n_ref": 33 + }, + "10": { + "Dice": 0.3677200771073077, + "FN": 15365, + "FP": 6283, + "IoU": 0.22528003435565258, + "TN": 1023449, + "TP": 6295, + "n_pred": 12578, + "n_ref": 21660 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 88, + "FP": 0, + "IoU": 0.0, + "TN": 1051304, + "TP": 0, + "n_pred": 0, + "n_ref": 88 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 403, + "IoU": 0.0, + "TN": 1050989, + "TP": 0, + "n_pred": 403, + "n_ref": 0 + }, + "14": { + "Dice": 0.6939339505319884, + "FN": 15493, + "FP": 12, + "IoU": 0.5313161235717309, + "TN": 1018310, + "TP": 17577, + "n_pred": 17589, + "n_ref": 33070 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 3454, + "IoU": 0.0, + "TN": 1047938, + "TP": 0, + "n_pred": 3454, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3625, + "IoU": 0.0, + "TN": 1047767, + "TP": 0, + "n_pred": 3625, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6882203262984583, + "FN": 291, + "FP": 14290, + "IoU": 0.5246462802373345, + "TN": 1020718, + "TP": 16093, + "n_pred": 30383, + "n_ref": 16384 + }, + "7": { + "Dice": 0.6975473817017206, + "FN": 19688, + "FP": 2127, + "IoU": 0.5355644972429797, + "TN": 1004421, + "TP": 25156, + "n_pred": 27283, + "n_ref": 44844 + }, + "8": { + "Dice": 0.914519906323185, + "FN": 667, + "FP": 1085, + "IoU": 0.8425026968716289, + "TN": 1040268, + "TP": 9372, + "n_pred": 10457, + "n_ref": 10039 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 281, + "IoU": 0.0, + "TN": 1051111, + "TP": 0, + "n_pred": 281, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8903878583473862, + "FN": 106, + "FP": 89, + "IoU": 0.8024316109422492, + "TN": 1050405, + "TP": 792, + "n_pred": 881, + "n_ref": 898 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 104, + "IoU": 0.0, + "TN": 1051288, + "TP": 0, + "n_pred": 104, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.2222222222222222, + "FN": 28, + "FP": 0, + "IoU": 0.125, + "TN": 1051360, + "TP": 4, + "n_pred": 4, + "n_ref": 32 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.968828320802005, + "FN": 940, + "FP": 2642, + "IoU": 0.9395412425945617, + "TN": 992145, + "TP": 55665, + "n_pred": 58307, + "n_ref": 56605 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 639, + "FP": 0, + "IoU": 0.0, + "TN": 1050753, + "TP": 0, + "n_pred": 0, + "n_ref": 639 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8060898778115898, + "FN": 19645, + "FP": 1192, + "IoU": 0.6751679735607277, + "TN": 987245, + "TP": 43310, + "n_pred": 44502, + "n_ref": 62955 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 14358, + "IoU": 0.0, + "TN": 1037034, + "TP": 0, + "n_pred": 14358, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8075471698113208, + "FN": 46, + "FP": 5, + "IoU": 0.6772151898734177, + "TN": 1051234, + "TP": 107, + "n_pred": 112, + "n_ref": 153 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 216, + "IoU": 0.0, + "TN": 1051176, + "TP": 0, + "n_pred": 216, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 1, + "FP": 0, + "IoU": 0.0, + "TN": 1051391, + "TP": 0, + "n_pred": 0, + "n_ref": 1 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 1226601, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9007521555677858, + "FN": 43, + "FP": 498, + "IoU": 0.8194259012016022, + "TN": 1223628, + "TP": 2455, + "n_pred": 2953, + "n_ref": 2498 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 33961, + "IoU": 0.0, + "TN": 1192663, + "TP": 0, + "n_pred": 33961, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9602589210249645, + "FN": 8267, + "FP": 1372, + "IoU": 0.9235558163880341, + "TN": 1275764, + "TP": 116453, + "n_pred": 117825, + "n_ref": 124720 + }, + "10": { + "Dice": 0.0, + "FN": 30, + "FP": 0, + "IoU": 0.0, + "TN": 1401826, + "TP": 0, + "n_pred": 0, + "n_ref": 30 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1027, + "FP": 0, + "IoU": 0.0, + "TN": 1400829, + "TP": 0, + "n_pred": 0, + "n_ref": 1027 + }, + "13": { + "Dice": 0.5370754265667358, + "FN": 244, + "FP": 2659, + "IoU": 0.3671244822323959, + "TN": 1397269, + "TP": 1684, + "n_pred": 4343, + "n_ref": 1928 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 30931, + "FP": 360, + "IoU": 0.0, + "TN": 1370565, + "TP": 0, + "n_pred": 360, + "n_ref": 30931 + }, + "3": { + "Dice": 0.8443770951003352, + "FN": 2603, + "FP": 786, + "IoU": 0.7306683620758165, + "TN": 1389273, + "TP": 9194, + "n_pred": 9980, + "n_ref": 11797 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1401855, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.590366372260386, + "FN": 1626, + "FP": 8392, + "IoU": 0.41880837732784126, + "TN": 1384619, + "TP": 7219, + "n_pred": 15611, + "n_ref": 8845 + }, + "7": { + "Dice": 0.7309214296760578, + "FN": 28871, + "FP": 708, + "IoU": 0.5759465542700672, + "TN": 1332103, + "TP": 40174, + "n_pred": 40882, + "n_ref": 69045 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 31, + "IoU": 0.0, + "TN": 1401825, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 24, + "FP": 5, + "IoU": 0.0, + "TN": 1401827, + "TP": 0, + "n_pred": 5, + "n_ref": 24 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 26652, + "FP": 25, + "IoU": 0.0, + "TN": 1375179, + "TP": 0, + "n_pred": 25, + "n_ref": 26652 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7456359102244389, + "FN": 717, + "FP": 2139, + "IoU": 0.5944333996023857, + "TN": 1394814, + "TP": 4186, + "n_pred": 6325, + "n_ref": 4903 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1938, + "IoU": 0.0, + "TN": 1399918, + "TP": 0, + "n_pred": 1938, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4556, + "IoU": 0.0, + "TN": 1397300, + "TP": 0, + "n_pred": 4556, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7407988587731812, + "FN": 1710, + "FP": 12826, + "IoU": 0.588308598617877, + "TN": 1366548, + "TP": 20772, + "n_pred": 33598, + "n_ref": 22482 + }, + "7": { + "Dice": 0.0004402312681595398, + "FN": 119000, + "FP": 17232, + "IoU": 0.00022016409563928316, + "TN": 1265594, + "TP": 30, + "n_pred": 17262, + "n_ref": 119030 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 125, + "IoU": 0.0, + "TN": 1051267, + "TP": 0, + "n_pred": 125, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9891718961486403, + "FN": 1119, + "FP": 641, + "IoU": 0.9785757760194765, + "TN": 969242, + "TP": 80390, + "n_pred": 81031, + "n_ref": 81509 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5084745762711864, + "FN": 166, + "FP": 8, + "IoU": 0.3409090909090909, + "TN": 1226360, + "TP": 90, + "n_pred": 98, + "n_ref": 256 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 4417, + "FP": 232, + "IoU": 0.0, + "TN": 1221975, + "TP": 0, + "n_pred": 232, + "n_ref": 4417 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8917247791724779, + "FN": 1670, + "FP": 2988, + "IoU": 0.8046058978984018, + "TN": 1202785, + "TP": 19181, + "n_pred": 22169, + "n_ref": 20851 + }, + "5": { + "Dice": 0.0, + "FN": 5434, + "FP": 0, + "IoU": 0.0, + "TN": 1221190, + "TP": 0, + "n_pred": 0, + "n_ref": 5434 + }, + "6": { + "Dice": 0.9528863466028032, + "FN": 4458, + "FP": 1011, + "IoU": 0.9100123406005759, + "TN": 1165849, + "TP": 55306, + "n_pred": 56317, + "n_ref": 59764 + }, + "7": { + "Dice": 0.8331664998331665, + "FN": 2020, + "FP": 2980, + "IoU": 0.7140406062339147, + "TN": 1209139, + "TP": 12485, + "n_pred": 15465, + "n_ref": 14505 + }, + "8": { + "Dice": 0.9325054784514244, + "FN": 3771, + "FP": 849, + "IoU": 0.8735459148761462, + "TN": 1190089, + "TP": 31915, + "n_pred": 32764, + "n_ref": 35686 + }, + "9": { + "Dice": 0.0, + "FN": 385, + "FP": 0, + "IoU": 0.0, + "TN": 1226239, + "TP": 0, + "n_pred": 0, + "n_ref": 385 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9341595662277304, + "FN": 1574, + "FP": 296, + "IoU": 0.876453488372093, + "TN": 1036256, + "TP": 13266, + "n_pred": 13562, + "n_ref": 14840 + }, + "10": { + "Dice": 0.6387164988737186, + "FN": 1284, + "FP": 6575, + "IoU": 0.46920167499662296, + "TN": 1036586, + "TP": 6947, + "n_pred": 13522, + "n_ref": 8231 + }, + "11": { + "Dice": 0.0, + "FN": 2555, + "FP": 0, + "IoU": 0.0, + "TN": 1048837, + "TP": 0, + "n_pred": 0, + "n_ref": 2555 + }, + "12": { + "Dice": 0.0, + "FN": 3003, + "FP": 0, + "IoU": 0.0, + "TN": 1048389, + "TP": 0, + "n_pred": 0, + "n_ref": 3003 + }, + "13": { + "Dice": 0.45216945678168774, + "FN": 6111, + "FP": 303, + "IoU": 0.29213111135636244, + "TN": 1042331, + "TP": 2647, + "n_pred": 2950, + "n_ref": 8758 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9352873004598303, + "FN": 1186, + "FP": 2276, + "IoU": 0.8784410112359551, + "TN": 1022912, + "TP": 25018, + "n_pred": 27294, + "n_ref": 26204 + }, + "3": { + "Dice": 0.9243278404163053, + "FN": 2148, + "FP": 2040, + "IoU": 0.8593025599677484, + "TN": 1021626, + "TP": 25578, + "n_pred": 27618, + "n_ref": 27726 + }, + "4": { + "Dice": 0.4427767354596623, + "FN": 1379, + "FP": 106, + "IoU": 0.28433734939759037, + "TN": 1049317, + "TP": 590, + "n_pred": 696, + "n_ref": 1969 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8279497229355318, + "FN": 1544, + "FP": 20097, + "IoU": 0.7064114391143912, + "TN": 977680, + "TP": 52071, + "n_pred": 72168, + "n_ref": 53615 + }, + "7": { + "Dice": 0.6970874161689956, + "FN": 46646, + "FP": 373, + "IoU": 0.5350223989082387, + "TN": 950271, + "TP": 54102, + "n_pred": 54475, + "n_ref": 100748 + }, + "8": { + "Dice": 0.9263336155800169, + "FN": 956, + "FP": 175, + "IoU": 0.862776025236593, + "TN": 1043150, + "TP": 7111, + "n_pred": 7286, + "n_ref": 8067 + }, + "9": { + "Dice": 0.8723960438731236, + "FN": 3098, + "FP": 1637, + "IoU": 0.773672386597199, + "TN": 1030471, + "TP": 16186, + "n_pred": 17823, + "n_ref": 19284 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 112, + "IoU": 0.0, + "TN": 1051280, + "TP": 0, + "n_pred": 112, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9164086687306502, + "FN": 268, + "FP": 83, + "IoU": 0.8457142857142858, + "TN": 1049117, + "TP": 1924, + "n_pred": 2007, + "n_ref": 2192 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.002849002849002849, + "FN": 10, + "FP": 1390, + "IoU": 0.0014265335235378032, + "TN": 1049990, + "TP": 2, + "n_pred": 1392, + "n_ref": 12 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9868361041865812, + "FN": 1321, + "FP": 786, + "IoU": 0.9740142816620007, + "TN": 970309, + "TP": 78976, + "n_pred": 79762, + "n_ref": 80297 + }, + "7": { + "Dice": 0.1695827725437416, + "FN": 1234, + "FP": 0, + "IoU": 0.09264705882352942, + "TN": 1050032, + "TP": 126, + "n_pred": 126, + "n_ref": 1360 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9650468269715131, + "FN": 6262, + "FP": 538, + "IoU": 0.9324545806720769, + "TN": 1301183, + "TP": 93873, + "n_pred": 94411, + "n_ref": 100135 + }, + "10": { + "Dice": 0.0, + "FN": 339, + "FP": 6633, + "IoU": 0.0, + "TN": 1394884, + "TP": 0, + "n_pred": 6633, + "n_ref": 339 + }, + "11": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 1401848, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.1369321922317314, + "FN": 1219, + "FP": 92, + "IoU": 0.0734982332155477, + "TN": 1400441, + "TP": 104, + "n_pred": 196, + "n_ref": 1323 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 430, + "IoU": 0.0, + "TN": 1401426, + "TP": 0, + "n_pred": 430, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 219, + "IoU": 0.0, + "TN": 1401637, + "TP": 0, + "n_pred": 219, + "n_ref": 0 + }, + "3": { + "Dice": 0.9675835975048573, + "FN": 624, + "FP": 644, + "IoU": 0.937202852614897, + "TN": 1381664, + "TP": 18924, + "n_pred": 19568, + "n_ref": 19548 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 207, + "FP": 0, + "IoU": 0.0, + "TN": 1401649, + "TP": 0, + "n_pred": 0, + "n_ref": 207 + }, + "6": { + "Dice": 0.9453891466402544, + "FN": 2945, + "FP": 7531, + "IoU": 0.8964341146579934, + "TN": 1300703, + "TP": 90677, + "n_pred": 98208, + "n_ref": 93622 + }, + "7": { + "Dice": 0.8939249762107477, + "FN": 3805, + "FP": 431, + "IoU": 0.8081956078786506, + "TN": 1379771, + "TP": 17849, + "n_pred": 18280, + "n_ref": 21654 + }, + "8": { + "Dice": 0.7027491408934707, + "FN": 667, + "FP": 371, + "IoU": 0.5417218543046357, + "TN": 1399591, + "TP": 1227, + "n_pred": 1598, + "n_ref": 1894 + }, + "9": { + "Dice": 0.7913994037401753, + "FN": 8993, + "FP": 243, + "IoU": 0.6548063985648079, + "TN": 1375100, + "TP": 17520, + "n_pred": 17763, + "n_ref": 26513 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.19239848914069876, + "FN": 2534, + "FP": 4308, + "IoU": 0.10643855295807758, + "TN": 1043735, + "TP": 815, + "n_pred": 5123, + "n_ref": 3349 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7870040691759919, + "FN": 428, + "FP": 2922, + "IoU": 0.6488101478142363, + "TN": 1041853, + "TP": 6189, + "n_pred": 9111, + "n_ref": 6617 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 1051383, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 878, + "IoU": 0.0, + "TN": 1050514, + "TP": 0, + "n_pred": 878, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9766759571659087, + "FN": 2157, + "FP": 228, + "IoU": 0.9544151376146789, + "TN": 999072, + "TP": 49935, + "n_pred": 50163, + "n_ref": 52092 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 692, + "IoU": 0.0, + "TN": 1225932, + "TP": 0, + "n_pred": 692, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 1226607, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5620089830063746, + "FN": 23818, + "FP": 61313, + "IoU": 0.39082927248137733, + "TN": 1086875, + "TP": 54618, + "n_pred": 115931, + "n_ref": 78436 + }, + "7": { + "Dice": 0.00024084778420038535, + "FN": 2702, + "FP": 22204, + "IoU": 0.00012043839576056847, + "TN": 1201715, + "TP": 3, + "n_pred": 22207, + "n_ref": 2705 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9344224037339557, + "FN": 238, + "FP": 43, + "IoU": 0.876916338151555, + "TN": 1399573, + "TP": 2002, + "n_pred": 2045, + "n_ref": 2240 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 750, + "IoU": 0.0, + "TN": 1401106, + "TP": 0, + "n_pred": 750, + "n_ref": 0 + }, + "3": { + "Dice": 0.9444312852337865, + "FN": 5462, + "FP": 403, + "IoU": 0.8947132214343416, + "TN": 1346151, + "TP": 49840, + "n_pred": 50243, + "n_ref": 55302 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.871075249956148, + "FN": 714, + "FP": 21, + "IoU": 0.771597265382225, + "TN": 1398638, + "TP": 2483, + "n_pred": 2504, + "n_ref": 3197 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3988, + "IoU": 0.0, + "TN": 1222636, + "TP": 0, + "n_pred": 3988, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6511497803004697, + "FN": 3203, + "FP": 26728, + "IoU": 0.48274431867277284, + "TN": 993527, + "TP": 27934, + "n_pred": 54662, + "n_ref": 31137 + }, + "15": { + "Dice": 0.7103866565579985, + "FN": 7059, + "FP": 2109, + "IoU": 0.5508524397413286, + "TN": 1030980, + "TP": 11244, + "n_pred": 13353, + "n_ref": 18303 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6801346801346801, + "FN": 95, + "FP": 0, + "IoU": 0.5153061224489796, + "TN": 1051196, + "TP": 101, + "n_pred": 101, + "n_ref": 196 + }, + "10": { + "Dice": 0.6060688529051572, + "FN": 912, + "FP": 1983, + "IoU": 0.4347910972276455, + "TN": 1046270, + "TP": 2227, + "n_pred": 4210, + "n_ref": 3139 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.04456255110384301, + "FN": 8388, + "FP": 960, + "IoU": 0.02278904453272005, + "TN": 1041826, + "TP": 218, + "n_pred": 1178, + "n_ref": 8606 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 68, + "IoU": 0.0, + "TN": 1051324, + "TP": 0, + "n_pred": 68, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 4290, + "IoU": 0.0, + "TN": 1047102, + "TP": 0, + "n_pred": 4290, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 72, + "IoU": 0.0, + "TN": 1051320, + "TP": 0, + "n_pred": 72, + "n_ref": 0 + }, + "3": { + "Dice": 0.951156585202071, + "FN": 2410, + "FP": 3118, + "IoU": 0.9068623321483329, + "TN": 992039, + "TP": 53825, + "n_pred": 56943, + "n_ref": 56235 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 26811, + "IoU": 0.0, + "TN": 1024581, + "TP": 0, + "n_pred": 26811, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 744, + "FP": 7052, + "IoU": 0.0, + "TN": 1043596, + "TP": 0, + "n_pred": 7052, + "n_ref": 744 + }, + "8": { + "Dice": 0.9162869418044526, + "FN": 9, + "FP": 1277, + "IoU": 0.8455069678039404, + "TN": 1043068, + "TP": 7038, + "n_pred": 8315, + "n_ref": 7047 + }, + "9": { + "Dice": 0.0, + "FN": 253, + "FP": 0, + "IoU": 0.0, + "TN": 1051139, + "TP": 0, + "n_pred": 0, + "n_ref": 253 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9243830807143099, + "FN": 3683, + "FP": 797, + "IoU": 0.8593980478925399, + "TN": 1369993, + "TP": 27383, + "n_pred": 28180, + "n_ref": 31066 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 135, + "IoU": 0.0, + "TN": 1401721, + "TP": 0, + "n_pred": 135, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6734770284002781, + "FN": 17911, + "FP": 404, + "IoU": 0.5077009918554956, + "TN": 1364653, + "TP": 18888, + "n_pred": 19292, + "n_ref": 36799 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 276, + "IoU": 0.0, + "TN": 1401580, + "TP": 0, + "n_pred": 276, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9730183331478041, + "FN": 4426, + "FP": 1876, + "IoU": 0.9474544332716327, + "TN": 1281922, + "TP": 113632, + "n_pred": 115508, + "n_ref": 118058 + }, + "7": { + "Dice": 0.01717721156598912, + "FN": 6866, + "FP": 0, + "IoU": 0.008663008951775917, + "TN": 1394930, + "TP": 60, + "n_pred": 60, + "n_ref": 6926 + }, + "8": { + "Dice": 0.8441022821006324, + "FN": 563, + "FP": 4, + "IoU": 0.7302568981921979, + "TN": 1399754, + "TP": 1535, + "n_pred": 1539, + "n_ref": 2098 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 1051387, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "10": { + "Dice": 0.3624123422159888, + "FN": 3216, + "FP": 1330, + "IoU": 0.22130866735183283, + "TN": 1045554, + "TP": 1292, + "n_pred": 2622, + "n_ref": 4508 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 414, + "FP": 0, + "IoU": 0.0, + "TN": 1050978, + "TP": 0, + "n_pred": 0, + "n_ref": 414 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 133, + "IoU": 0.0, + "TN": 1051259, + "TP": 0, + "n_pred": 133, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1012, + "IoU": 0.0, + "TN": 1050380, + "TP": 0, + "n_pred": 1012, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 5226, + "FP": 0, + "IoU": 0.0, + "TN": 1046166, + "TP": 0, + "n_pred": 0, + "n_ref": 5226 + }, + "6": { + "Dice": 0.8876642645188639, + "FN": 6764, + "FP": 2246, + "IoU": 0.7980182926829268, + "TN": 1006784, + "TP": 35598, + "n_pred": 37844, + "n_ref": 42362 + }, + "7": { + "Dice": 0.9233412967852802, + "FN": 1822, + "FP": 1836, + "IoU": 0.8575988788539396, + "TN": 1025704, + "TP": 22030, + "n_pred": 23866, + "n_ref": 23852 + }, + "8": { + "Dice": 0.9367182295907038, + "FN": 792, + "FP": 1773, + "IoU": 0.8809689544758458, + "TN": 1029843, + "TP": 18984, + "n_pred": 20757, + "n_ref": 19776 + }, + "9": { + "Dice": 0.6583850931677019, + "FN": 140, + "FP": 80, + "IoU": 0.49074074074074076, + "TN": 1050960, + "TP": 212, + "n_pred": 292, + "n_ref": 352 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 11909, + "IoU": 0.0, + "TN": 1039483, + "TP": 0, + "n_pred": 11909, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 899, + "FP": 0, + "IoU": 0.0, + "TN": 1050493, + "TP": 0, + "n_pred": 0, + "n_ref": 899 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9279341111873713, + "FN": 606, + "FP": 129, + "IoU": 0.8655569782330346, + "TN": 1045925, + "TP": 4732, + "n_pred": 4861, + "n_ref": 5338 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 562, + "IoU": 0.0, + "TN": 1050830, + "TP": 0, + "n_pred": 562, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.46471333415062727, + "FN": 12826, + "FP": 273, + "IoU": 0.30268831514506256, + "TN": 1032607, + "TP": 5686, + "n_pred": 5959, + "n_ref": 18512 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 522, + "IoU": 0.0, + "TN": 1050870, + "TP": 0, + "n_pred": 522, + "n_ref": 0 + }, + "8": { + "Dice": 0.8447886414972572, + "FN": 495, + "FP": 2391, + "IoU": 0.7312849162011174, + "TN": 1040652, + "TP": 7854, + "n_pred": 10245, + "n_ref": 8349 + }, + "9": { + "Dice": 0.6117980422462648, + "FN": 2110, + "FP": 904, + "IoU": 0.4407125626275747, + "TN": 1046003, + "TP": 2375, + "n_pred": 3279, + "n_ref": 4485 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 83, + "IoU": 0.0, + "TN": 1401773, + "TP": 0, + "n_pred": 83, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 679, + "IoU": 0.0, + "TN": 1401177, + "TP": 0, + "n_pred": 679, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 12760, + "IoU": 0.0, + "TN": 1389096, + "TP": 0, + "n_pred": 12760, + "n_ref": 0 + }, + "4": { + "Dice": 0.8827344092837291, + "FN": 1718, + "FP": 687, + "IoU": 0.7900846643973117, + "TN": 1390399, + "TP": 9052, + "n_pred": 9739, + "n_ref": 10770 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9807684940428303, + "FN": 2039, + "FP": 4989, + "IoU": 0.9622627325690659, + "TN": 1215621, + "TP": 179207, + "n_pred": 184196, + "n_ref": 181246 + }, + "7": { + "Dice": 0.09898719663672845, + "FN": 27, + "FP": 4688, + "IoU": 0.052070767993566545, + "TN": 1396882, + "TP": 259, + "n_pred": 4947, + "n_ref": 286 + }, + "8": { + "Dice": 0.9079052862258806, + "FN": 181, + "FP": 1542, + "IoU": 0.831342991386061, + "TN": 1391640, + "TP": 8493, + "n_pred": 10035, + "n_ref": 8674 + }, + "9": { + "Dice": 0.7834707499018453, + "FN": 2196, + "FP": 10, + "IoU": 0.6440213006293368, + "TN": 1395659, + "TP": 3991, + "n_pred": 4001, + "n_ref": 6187 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.29548001494209936, + "FN": 6643, + "FP": 4673, + "IoU": 0.17335086565855798, + "TN": 1037703, + "TP": 2373, + "n_pred": 7046, + "n_ref": 9016 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 10144, + "IoU": 0.0, + "TN": 1041248, + "TP": 0, + "n_pred": 10144, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1972, + "IoU": 0.0, + "TN": 1049420, + "TP": 0, + "n_pred": 1972, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 10451, + "IoU": 0.0, + "TN": 1040941, + "TP": 0, + "n_pred": 10451, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 334, + "IoU": 0.0, + "TN": 1051058, + "TP": 0, + "n_pred": 334, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 379, + "FP": 0, + "IoU": 0.0, + "TN": 1051013, + "TP": 0, + "n_pred": 0, + "n_ref": 379 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3000, + "IoU": 0.0, + "TN": 1048392, + "TP": 0, + "n_pred": 3000, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 514, + "IoU": 0.0, + "TN": 1050878, + "TP": 0, + "n_pred": 514, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7991064735690084, + "FN": 24223, + "FP": 15977, + "IoU": 0.6654265811090859, + "TN": 931239, + "TP": 79953, + "n_pred": 95930, + "n_ref": 104176 + }, + "7": { + "Dice": 0.7787571617452622, + "FN": 60367, + "FP": 1881, + "IoU": 0.6376759292674125, + "TN": 879590, + "TP": 109554, + "n_pred": 111435, + "n_ref": 169921 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6966952264381885, + "FN": 2472, + "FP": 6, + "IoU": 0.5345604808414726, + "TN": 1046068, + "TP": 2846, + "n_pred": 2852, + "n_ref": 5318 + }, + "10": { + "Dice": 0.6974820940707377, + "FN": 5017, + "FP": 3177, + "IoU": 0.5354875283446712, + "TN": 1033752, + "TP": 9446, + "n_pred": 12623, + "n_ref": 14463 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3502, + "FP": 0, + "IoU": 0.0, + "TN": 1047890, + "TP": 0, + "n_pred": 0, + "n_ref": 3502 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1378, + "IoU": 0.0, + "TN": 1050014, + "TP": 0, + "n_pred": 1378, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 162, + "IoU": 0.0, + "TN": 1051230, + "TP": 0, + "n_pred": 162, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 701, + "FP": 0, + "IoU": 0.0, + "TN": 1050691, + "TP": 0, + "n_pred": 0, + "n_ref": 701 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 103, + "IoU": 0.0, + "TN": 1051289, + "TP": 0, + "n_pred": 103, + "n_ref": 0 + }, + "3": { + "Dice": 0.9332866534406971, + "FN": 273, + "FP": 3157, + "IoU": 0.87491794909197, + "TN": 1023970, + "TP": 23992, + "n_pred": 27149, + "n_ref": 24265 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 125, + "IoU": 0.0, + "TN": 1051267, + "TP": 0, + "n_pred": 125, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9795929390921072, + "FN": 1947, + "FP": 1831, + "IoU": 0.9600021174104071, + "TN": 956937, + "TP": 90677, + "n_pred": 92508, + "n_ref": 92624 + }, + "7": { + "Dice": 0.7659378064962787, + "FN": 3116, + "FP": 941, + "IoU": 0.6206638616175784, + "TN": 1040697, + "TP": 6638, + "n_pred": 7579, + "n_ref": 9754 + }, + "8": { + "Dice": 0.9506782977876547, + "FN": 484, + "FP": 1003, + "IoU": 0.9059931723353142, + "TN": 1035574, + "TP": 14331, + "n_pred": 15334, + "n_ref": 14815 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.569848975188781, + "FN": 11537, + "FP": 7603, + "IoU": 0.39845370544974545, + "TN": 1019574, + "TP": 12678, + "n_pred": 20281, + "n_ref": 24215 + }, + "15": { + "Dice": 0.0, + "FN": 25295, + "FP": 1612, + "IoU": 0.0, + "TN": 1024485, + "TP": 0, + "n_pred": 1612, + "n_ref": 25295 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2869, + "IoU": 0.0, + "TN": 1048523, + "TP": 0, + "n_pred": 2869, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0137997432605905, + "FN": 6146, + "FP": 0, + "IoU": 0.006947810631766037, + "TN": 1045203, + "TP": 43, + "n_pred": 43, + "n_ref": 6189 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3752, + "IoU": 0.0, + "TN": 1047640, + "TP": 0, + "n_pred": 3752, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 1051375, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "4": { + "Dice": 0.7862979258328096, + "FN": 1141, + "FP": 219, + "IoU": 0.6478508544795443, + "TN": 1047530, + "TP": 2502, + "n_pred": 2721, + "n_ref": 3643 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.888709610115032, + "FN": 1197, + "FP": 22806, + "IoU": 0.7997096152401932, + "TN": 931551, + "TP": 95838, + "n_pred": 118644, + "n_ref": 97035 + }, + "7": { + "Dice": 0.49041998773758433, + "FN": 24220, + "FP": 2376, + "IoU": 0.3248718078895263, + "TN": 1011998, + "TP": 12798, + "n_pred": 15174, + "n_ref": 37018 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0379.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.3385068797192869, + "FN": 1790.3555555555554, + "FP": 1404.1733333333332, + "IoU": 0.2773130644919613, + "TN": 1160595.7377777777, + "TP": 4423.066666666667, + "n_pred": 5827.240000000001, + "n_ref": 6213.4222222222215 + }, + "mean": { + "1": { + "Dice": 0.4930832359680102, + "FN": 870.4, + "FP": 389.5, + "IoU": 0.4466415633408736, + "TN": 1161459.4, + "TP": 5494.033333333334, + "n_pred": 5883.533333333334, + "n_ref": 6364.433333333333 + }, + "10": { + "Dice": 0.31608722425315117, + "FN": 3845.0666666666666, + "FP": 2467.233333333333, + "IoU": 0.22180878366867915, + "TN": 1159713.8333333333, + "TP": 2187.2, + "n_pred": 4654.433333333333, + "n_ref": 6032.266666666666 + }, + "11": { + "Dice": 0.0, + "FN": 266.0, + "FP": 0.0, + "IoU": 0.0, + "TN": 1167947.3333333333, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 266.0 + }, + "12": { + "Dice": 0.0, + "FN": 666.3, + "FP": 0.0, + "IoU": 0.0, + "TN": 1167547.0333333334, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 666.3 + }, + "13": { + "Dice": 0.12788338934927312, + "FN": 4591.0, + "FP": 1765.9, + "IoU": 0.08571724732254289, + "TN": 1160817.3333333333, + "TP": 1039.1, + "n_pred": 2805.0, + "n_ref": 5630.1 + }, + "14": { + "Dice": 0.20707909961439622, + "FN": 620.0, + "FP": 1705.5333333333333, + "IoU": 0.16873598692953545, + "TN": 1164234.4666666666, + "TP": 1653.3333333333333, + "n_pred": 3358.866666666667, + "n_ref": 2273.3333333333335 + }, + "15": { + "Dice": 0.20398545954975242, + "FN": 739.2, + "FP": 67.1, + "IoU": 0.15673208263421942, + "TN": 1166638.4666666666, + "TP": 768.5666666666667, + "n_pred": 835.6666666666666, + "n_ref": 1507.7666666666667 + }, + "2": { + "Dice": 0.40284348374510326, + "FN": 1409.7333333333333, + "FP": 1580.9666666666667, + "IoU": 0.3513315940532159, + "TN": 1161214.1666666667, + "TP": 4008.4666666666667, + "n_pred": 5589.433333333333, + "n_ref": 5418.2 + }, + "3": { + "Dice": 0.3488172270705995, + "FN": 997.8666666666667, + "FP": 1776.1666666666667, + "IoU": 0.2935385157164798, + "TN": 1162859.7, + "TP": 2579.6, + "n_pred": 4355.766666666666, + "n_ref": 3577.4666666666667 + }, + "4": { + "Dice": 0.33038133322139307, + "FN": 2340.766666666667, + "FP": 31.6, + "IoU": 0.24807142597322426, + "TN": 1165469.2, + "TP": 371.76666666666665, + "n_pred": 403.3666666666667, + "n_ref": 2712.5333333333333 + }, + "5": { + "Dice": 0.37825894829871853, + "FN": 51.13333333333333, + "FP": 42.666666666666664, + "IoU": 0.2332425068119891, + "TN": 1168091.0, + "TP": 28.533333333333335, + "n_pred": 71.2, + "n_ref": 79.66666666666667 + }, + "6": { + "Dice": 0.7195284770447206, + "FN": 4287.833333333333, + "FP": 6622.4, + "IoU": 0.6500306272629582, + "TN": 1122820.3333333333, + "TP": 34482.76666666667, + "n_pred": 41105.166666666664, + "n_ref": 38770.6 + }, + "7": { + "Dice": 0.3029624588216811, + "FN": 4145.233333333334, + "FP": 2630.633333333333, + "IoU": 0.2481805931290393, + "TN": 1153717.1666666667, + "TP": 7720.3, + "n_pred": 10350.933333333332, + "n_ref": 11865.533333333333 + }, + "8": { + "Dice": 0.746966672657737, + "FN": 253.56666666666666, + "FP": 909.6333333333333, + "IoU": 0.6674076322393784, + "TN": 1163914.3, + "TP": 3135.8333333333335, + "n_pred": 4045.4666666666667, + "n_ref": 3389.4 + }, + "9": { + "Dice": 0.49972618619476755, + "FN": 1771.2333333333333, + "FP": 1073.2666666666667, + "IoU": 0.3882574082972836, + "TN": 1162492.3333333333, + "TP": 2876.5, + "n_pred": 3949.766666666667, + "n_ref": 4647.733333333334 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6451612903225806, + "FN": 518, + "FP": 21, + "IoU": 0.47619047619047616, + "TN": 1050363, + "TP": 490, + "n_pred": 511, + "n_ref": 1008 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9886817865832465, + "FN": 1426, + "FP": 1700, + "IoU": 0.9776169097587696, + "TN": 911733, + "TP": 136533, + "n_pred": 138233, + "n_ref": 137959 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 1051382, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 8172, + "IoU": 0.0, + "TN": 1393684, + "TP": 0, + "n_pred": 8172, + "n_ref": 0 + }, + "10": { + "Dice": 0.5770132916340891, + "FN": 591, + "FP": 491, + "IoU": 0.4054945054945055, + "TN": 1400036, + "TP": 738, + "n_pred": 1229, + "n_ref": 1329 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.12982229997237824, + "FN": 7373, + "FP": 2078, + "IoU": 0.06941709334383615, + "TN": 1391700, + "TP": 705, + "n_pred": 2783, + "n_ref": 8078 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6053880040664181, + "FN": 4427, + "FP": 231, + "IoU": 0.4340906329729073, + "TN": 1393625, + "TP": 3573, + "n_pred": 3804, + "n_ref": 8000 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8541600978213223, + "FN": 5185, + "FP": 32743, + "IoU": 0.745444539151795, + "TN": 1252859, + "TP": 111069, + "n_pred": 143812, + "n_ref": 116254 + }, + "7": { + "Dice": 0.0, + "FN": 27, + "FP": 161, + "IoU": 0.0, + "TN": 1401668, + "TP": 0, + "n_pred": 161, + "n_ref": 27 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8230006314772854, + "FN": 2287, + "FP": 2478, + "IoU": 0.6992362557596414, + "TN": 1386013, + "TP": 11078, + "n_pred": 13556, + "n_ref": 13365 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9382280268266855, + "FN": 928, + "FP": 122, + "IoU": 0.8836436170212766, + "TN": 1217600, + "TP": 7974, + "n_pred": 8096, + "n_ref": 8902 + }, + "10": { + "Dice": 0.12008143931524494, + "FN": 19977, + "FP": 1200, + "IoU": 0.06387587304393953, + "TN": 1204002, + "TP": 1445, + "n_pred": 2645, + "n_ref": 21422 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 267, + "FP": 0, + "IoU": 0.0, + "TN": 1226357, + "TP": 0, + "n_pred": 0, + "n_ref": 267 + }, + "13": { + "Dice": 0.0, + "FN": 4517, + "FP": 220, + "IoU": 0.0, + "TN": 1221887, + "TP": 0, + "n_pred": 220, + "n_ref": 4517 + }, + "14": { + "Dice": 0.1410799025266128, + "FN": 1620, + "FP": 5077, + "IoU": 0.07589347316130812, + "TN": 1219377, + "TP": 550, + "n_pred": 5627, + "n_ref": 2170 + }, + "15": { + "Dice": 0.20184376516254246, + "FN": 11515, + "FP": 0, + "IoU": 0.11225040474905558, + "TN": 1213653, + "TP": 1456, + "n_pred": 1456, + "n_ref": 12971 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 15211, + "IoU": 0.0, + "TN": 1211413, + "TP": 0, + "n_pred": 15211, + "n_ref": 0 + }, + "3": { + "Dice": 0.7255929530575511, + "FN": 16889, + "FP": 338, + "IoU": 0.5693572982026348, + "TN": 1186621, + "TP": 22776, + "n_pred": 23114, + "n_ref": 39665 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8426571106244608, + "FN": 2236, + "FP": 135, + "IoU": 0.7280963302752294, + "TN": 1217904, + "TP": 6349, + "n_pred": 6484, + "n_ref": 8585 + }, + "7": { + "Dice": 0.2657401558222784, + "FN": 9393, + "FP": 1068, + "IoU": 0.15322972316658573, + "TN": 1214270, + "TP": 1893, + "n_pred": 2961, + "n_ref": 11286 + }, + "8": { + "Dice": 0.9523741825419392, + "FN": 251, + "FP": 419, + "IoU": 0.909078572397883, + "TN": 1219255, + "TP": 6699, + "n_pred": 7118, + "n_ref": 6950 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 81, + "IoU": 0.0, + "TN": 1226543, + "TP": 0, + "n_pred": 81, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 15, + "FP": 0, + "IoU": 0.0, + "TN": 1226609, + "TP": 0, + "n_pred": 0, + "n_ref": 15 + }, + "10": { + "Dice": 0.0, + "FN": 150, + "FP": 994, + "IoU": 0.0, + "TN": 1225480, + "TP": 0, + "n_pred": 994, + "n_ref": 150 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2705, + "FP": 0, + "IoU": 0.0, + "TN": 1223919, + "TP": 0, + "n_pred": 0, + "n_ref": 2705 + }, + "13": { + "Dice": 0.055862184311757816, + "FN": 5380, + "FP": 265, + "IoU": 0.02873365450791466, + "TN": 1220812, + "TP": 167, + "n_pred": 432, + "n_ref": 5547 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1862, + "IoU": 0.0, + "TN": 1224762, + "TP": 0, + "n_pred": 1862, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 1226622, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "2": { + "Dice": 0.3647366129734436, + "FN": 28462, + "FP": 722, + "IoU": 0.22304456631702252, + "TN": 1189062, + "TP": 8378, + "n_pred": 9100, + "n_ref": 36840 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 27661, + "IoU": 0.0, + "TN": 1198963, + "TP": 0, + "n_pred": 27661, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 366, + "IoU": 0.0, + "TN": 1226258, + "TP": 0, + "n_pred": 366, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.1520324848273152, + "FN": 7, + "FP": 19414, + "IoU": 0.08227010679519894, + "TN": 1205462, + "TP": 1741, + "n_pred": 21155, + "n_ref": 1748 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3760, + "IoU": 0.0, + "TN": 1222864, + "TP": 0, + "n_pred": 3760, + "n_ref": 0 + }, + "8": { + "Dice": 0.21333333333333335, + "FN": 20, + "FP": 334, + "IoU": 0.11940298507462686, + "TN": 1226222, + "TP": 48, + "n_pred": 382, + "n_ref": 68 + }, + "9": { + "Dice": 0.6276456754638098, + "FN": 3148, + "FP": 1127, + "IoU": 0.45734958111195734, + "TN": 1218746, + "TP": 3603, + "n_pred": 4730, + "n_ref": 6751 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6021820741435946, + "FN": 4453, + "FP": 2329, + "IoU": 0.4308015107007973, + "TN": 1565173, + "TP": 5133, + "n_pred": 7462, + "n_ref": 9586 + }, + "11": { + "Dice": 0.0, + "FN": 2470, + "FP": 0, + "IoU": 0.0, + "TN": 1574618, + "TP": 0, + "n_pred": 0, + "n_ref": 2470 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.737525354969574, + "FN": 3999, + "FP": 3118, + "IoU": 0.5841902313624678, + "TN": 1559972, + "TP": 9999, + "n_pred": 13117, + "n_ref": 13998 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7195671776375113, + "FN": 1517, + "FP": 38, + "IoU": 0.5619718309859155, + "TN": 1573538, + "TP": 1995, + "n_pred": 2033, + "n_ref": 3512 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 529, + "IoU": 0.0, + "TN": 1576559, + "TP": 0, + "n_pred": 529, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9088920007001575, + "FN": 2244, + "FP": 1920, + "IoU": 0.8329991176706505, + "TN": 1552154, + "TP": 20770, + "n_pred": 22690, + "n_ref": 23014 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.7092253047902467, + "FN": 1090, + "FP": 11026, + "IoU": 0.549457087609698, + "TN": 1550196, + "TP": 14776, + "n_pred": 25802, + "n_ref": 15866 + }, + "9": { + "Dice": 0.45068585465533356, + "FN": 17578, + "FP": 7691, + "IoU": 0.29089378420092604, + "TN": 1541453, + "TP": 10366, + "n_pred": 18057, + "n_ref": 27944 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 1226611, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7886962106615286, + "FN": 2245, + "FP": 58, + "IoU": 0.6511134676564156, + "TN": 1220023, + "TP": 4298, + "n_pred": 4356, + "n_ref": 6543 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8387096774193549, + "FN": 3, + "FP": 2, + "IoU": 0.7222222222222222, + "TN": 1226606, + "TP": 13, + "n_pred": 15, + "n_ref": 16 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 1226609, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 120, + "IoU": 0.0, + "TN": 1226504, + "TP": 0, + "n_pred": 120, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8677487649964715, + "FN": 159, + "FP": 778, + "IoU": 0.7663924208426827, + "TN": 1222613, + "TP": 3074, + "n_pred": 3852, + "n_ref": 3233 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9320519761775853, + "FN": 2154, + "FP": 1360, + "IoU": 0.8727503168567807, + "TN": 1374241, + "TP": 24101, + "n_pred": 25461, + "n_ref": 26255 + }, + "10": { + "Dice": 0.2517361580241576, + "FN": 22970, + "FP": 4721, + "IoU": 0.14399208630869578, + "TN": 1369507, + "TP": 4658, + "n_pred": 9379, + "n_ref": 27628 + }, + "11": { + "Dice": 0.0, + "FN": 434, + "FP": 0, + "IoU": 0.0, + "TN": 1401422, + "TP": 0, + "n_pred": 0, + "n_ref": 434 + }, + "12": { + "Dice": 0.0, + "FN": 2523, + "FP": 0, + "IoU": 0.0, + "TN": 1399333, + "TP": 0, + "n_pred": 0, + "n_ref": 2523 + }, + "13": { + "Dice": 0.35874230577274996, + "FN": 1408, + "FP": 17865, + "IoU": 0.21857768407395395, + "TN": 1377192, + "TP": 5391, + "n_pred": 23256, + "n_ref": 6799 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8998849252013809, + "FN": 82, + "FP": 92, + "IoU": 0.8179916317991632, + "TN": 1400900, + "TP": 782, + "n_pred": 874, + "n_ref": 864 + }, + "3": { + "Dice": 0.926606526339236, + "FN": 168, + "FP": 491, + "IoU": 0.8632496368541192, + "TN": 1397037, + "TP": 4160, + "n_pred": 4651, + "n_ref": 4328 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.2358816749903957, + "FN": 79, + "FP": 3899, + "IoU": 0.13371080139372823, + "TN": 1397264, + "TP": 614, + "n_pred": 4513, + "n_ref": 693 + }, + "7": { + "Dice": 0.9527460502506813, + "FN": 3429, + "FP": 3178, + "IoU": 0.9097564640159534, + "TN": 1328643, + "TP": 66606, + "n_pred": 69784, + "n_ref": 70035 + }, + "8": { + "Dice": 0.9380166834997943, + "FN": 1391, + "FP": 266, + "IoU": 0.8832687566044382, + "TN": 1387661, + "TP": 12538, + "n_pred": 12804, + "n_ref": 13929 + }, + "9": { + "Dice": 0.8037251801089439, + "FN": 2587, + "FP": 2998, + "IoU": 0.6718566392479436, + "TN": 1384836, + "TP": 11435, + "n_pred": 14433, + "n_ref": 14022 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 24673, + "IoU": 0.0, + "TN": 851487, + "TP": 0, + "n_pred": 24673, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2594, + "IoU": 0.0, + "TN": 873566, + "TP": 0, + "n_pred": 2594, + "n_ref": 0 + }, + "14": { + "Dice": 0.19718309859154928, + "FN": 7, + "FP": 50, + "IoU": 0.109375, + "TN": 876096, + "TP": 7, + "n_pred": 57, + "n_ref": 14 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 7568, + "IoU": 0.0, + "TN": 868592, + "TP": 0, + "n_pred": 7568, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.07990877993158495, + "FN": 60496, + "FP": 23, + "IoU": 0.04161717896337118, + "TN": 813013, + "TP": 2628, + "n_pred": 2651, + "n_ref": 63124 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9348968863728265, + "FN": 2486, + "FP": 2183, + "IoU": 0.8777524677296887, + "TN": 837967, + "TP": 33524, + "n_pred": 35707, + "n_ref": 36010 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 18729, + "IoU": 0.0, + "TN": 857431, + "TP": 0, + "n_pred": 18729, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 110, + "IoU": 0.0, + "TN": 1051282, + "TP": 0, + "n_pred": 110, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 17290, + "IoU": 0.0, + "TN": 1034102, + "TP": 0, + "n_pred": 17290, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 11424, + "IoU": 0.0, + "TN": 1039968, + "TP": 0, + "n_pred": 11424, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 14563, + "IoU": 0.0, + "TN": 1036829, + "TP": 0, + "n_pred": 14563, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 31983, + "IoU": 0.0, + "TN": 1019409, + "TP": 0, + "n_pred": 31983, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 7588, + "IoU": 0.0, + "TN": 1043804, + "TP": 0, + "n_pred": 7588, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7712921749959641, + "FN": 2181, + "FP": 7736, + "IoU": 0.627726266000976, + "TN": 1199985, + "TP": 16722, + "n_pred": 24458, + "n_ref": 18903 + }, + "11": { + "Dice": 0.0, + "FN": 860, + "FP": 0, + "IoU": 0.0, + "TN": 1225764, + "TP": 0, + "n_pred": 0, + "n_ref": 860 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.1958406959358434, + "FN": 17089, + "FP": 12492, + "IoU": 0.10854955850887503, + "TN": 1193441, + "TP": 3602, + "n_pred": 16094, + "n_ref": 20691 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8996000271168056, + "FN": 5768, + "FP": 1637, + "IoU": 0.8175209462789551, + "TN": 1186044, + "TP": 33175, + "n_pred": 34812, + "n_ref": 38943 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6570, + "IoU": 0.0, + "TN": 1220054, + "TP": 0, + "n_pred": 6570, + "n_ref": 0 + }, + "4": { + "Dice": 0.45879732739420936, + "FN": 2176, + "FP": 11, + "IoU": 0.2976878612716763, + "TN": 1223510, + "TP": 927, + "n_pred": 938, + "n_ref": 3103 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9005493154054276, + "FN": 979, + "FP": 3873, + "IoU": 0.8190902311707681, + "TN": 1199804, + "TP": 21968, + "n_pred": 25841, + "n_ref": 22947 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2398, + "IoU": 0.0, + "TN": 1224226, + "TP": 0, + "n_pred": 2398, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6364451082897685, + "FN": 1903, + "FP": 2965, + "IoU": 0.4667542994851572, + "TN": 1217495, + "TP": 4261, + "n_pred": 7226, + "n_ref": 6164 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.14760147601476015, + "FN": 2772, + "FP": 0, + "IoU": 0.0796812749003984, + "TN": 1048380, + "TP": 240, + "n_pred": 240, + "n_ref": 3012 + }, + "10": { + "Dice": 0.15474675489946552, + "FN": 461, + "FP": 2860, + "IoU": 0.08386206896551725, + "TN": 1047767, + "TP": 304, + "n_pred": 3164, + "n_ref": 765 + }, + "11": { + "Dice": 0.0, + "FN": 4150, + "FP": 0, + "IoU": 0.0, + "TN": 1047242, + "TP": 0, + "n_pred": 0, + "n_ref": 4150 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5664333276421376, + "FN": 10115, + "FP": 2582, + "IoU": 0.39512171883188035, + "TN": 1030401, + "TP": 8294, + "n_pred": 10876, + "n_ref": 18409 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9453042159376133, + "FN": 1646, + "FP": 2429, + "IoU": 0.8962814019191122, + "TN": 1012103, + "TP": 35214, + "n_pred": 37643, + "n_ref": 36860 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 247, + "IoU": 0.0, + "TN": 1051145, + "TP": 0, + "n_pred": 247, + "n_ref": 0 + }, + "4": { + "Dice": 0.6803408926765853, + "FN": 2160, + "FP": 53, + "IoU": 0.5155429071803853, + "TN": 1046824, + "TP": 2355, + "n_pred": 2408, + "n_ref": 4515 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9262690262908747, + "FN": 1542, + "FP": 8582, + "IoU": 0.8626639716754616, + "TN": 977675, + "TP": 63593, + "n_pred": 72175, + "n_ref": 65135 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 21160, + "IoU": 0.0, + "TN": 1030232, + "TP": 0, + "n_pred": 21160, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7839195979899497, + "FN": 6379, + "FP": 114, + "IoU": 0.6446280991735537, + "TN": 1033121, + "TP": 11778, + "n_pred": 11892, + "n_ref": 18157 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7647875590113857, + "FN": 3302, + "FP": 86, + "IoU": 0.6191546762589928, + "TN": 1392960, + "TP": 5508, + "n_pred": 5594, + "n_ref": 8810 + }, + "10": { + "Dice": 0.18901250143365064, + "FN": 27486, + "FP": 7869, + "IoU": 0.10436985433818873, + "TN": 1362381, + "TP": 4120, + "n_pred": 11989, + "n_ref": 31606 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 804, + "FP": 0, + "IoU": 0.0, + "TN": 1401052, + "TP": 0, + "n_pred": 0, + "n_ref": 804 + }, + "13": { + "Dice": 0.17364952619173601, + "FN": 16026, + "FP": 1153, + "IoU": 0.09508006742520017, + "TN": 1382872, + "TP": 1805, + "n_pred": 2958, + "n_ref": 17831 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 1401853, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 6653, + "IoU": 0.0, + "TN": 1395203, + "TP": 0, + "n_pred": 6653, + "n_ref": 0 + }, + "3": { + "Dice": 0.8580606243402201, + "FN": 9033, + "FP": 379, + "IoU": 0.7514064604738385, + "TN": 1363995, + "TP": 28449, + "n_pred": 28828, + "n_ref": 37482 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6561213146069175, + "FN": 83718, + "FP": 4132, + "IoU": 0.48822957141775264, + "TN": 1230197, + "TP": 83809, + "n_pred": 87941, + "n_ref": 167527 + }, + "7": { + "Dice": 0.3623103259658435, + "FN": 27181, + "FP": 4296, + "IoU": 0.22123258863405823, + "TN": 1361437, + "TP": 8942, + "n_pred": 13238, + "n_ref": 36123 + }, + "8": { + "Dice": 0.9234887352219496, + "FN": 208, + "FP": 135, + "IoU": 0.8578532946539578, + "TN": 1399443, + "TP": 2070, + "n_pred": 2205, + "n_ref": 2278 + }, + "9": { + "Dice": 0.8687526928048255, + "FN": 4391, + "FP": 483, + "IoU": 0.7679600095215425, + "TN": 1380851, + "TP": 16131, + "n_pred": 16614, + "n_ref": 20522 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6657503650889098, + "FN": 10617, + "FP": 1056, + "IoU": 0.49896986865825393, + "TN": 1553790, + "TP": 11625, + "n_pred": 12681, + "n_ref": 22242 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.06675673004052851, + "FN": 28312, + "FP": 11, + "IoU": 0.03453095173166076, + "TN": 1547752, + "TP": 1013, + "n_pred": 1024, + "n_ref": 29325 + }, + "14": { + "Dice": 0.572047272994201, + "FN": 10967, + "FP": 693, + "IoU": 0.40060659024315015, + "TN": 1557635, + "TP": 7793, + "n_pred": 8486, + "n_ref": 18760 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 57, + "IoU": 0.0, + "TN": 1577031, + "TP": 0, + "n_pred": 57, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8263157894736842, + "FN": 66, + "FP": 0, + "IoU": 0.7040358744394619, + "TN": 1576865, + "TP": 157, + "n_pred": 157, + "n_ref": 223 + }, + "9": { + "Dice": 0.28058200107777975, + "FN": 6079, + "FP": 1931, + "IoU": 0.16318428750522357, + "TN": 1567516, + "TP": 1562, + "n_pred": 3493, + "n_ref": 7641 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 1778, + "FP": 4138, + "IoU": 0.0, + "TN": 1220708, + "TP": 0, + "n_pred": 4138, + "n_ref": 1778 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 390, + "FP": 0, + "IoU": 0.0, + "TN": 1226234, + "TP": 0, + "n_pred": 0, + "n_ref": 390 + }, + "13": { + "Dice": 0.0, + "FN": 5547, + "FP": 0, + "IoU": 0.0, + "TN": 1221077, + "TP": 0, + "n_pred": 0, + "n_ref": 5547 + }, + "14": { + "Dice": 0.8698188725323927, + "FN": 3735, + "FP": 103, + "IoU": 0.7696278511404562, + "TN": 1209964, + "TP": 12822, + "n_pred": 12925, + "n_ref": 16557 + }, + "15": { + "Dice": 0.8378751215540831, + "FN": 5461, + "FP": 1708, + "IoU": 0.7209854440725462, + "TN": 1200930, + "TP": 18525, + "n_pred": 20233, + "n_ref": 23986 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 65, + "IoU": 0.0, + "TN": 1226559, + "TP": 0, + "n_pred": 65, + "n_ref": 0 + }, + "3": { + "Dice": 0.437125748502994, + "FN": 95, + "FP": 93, + "IoU": 0.2796934865900383, + "TN": 1226363, + "TP": 73, + "n_pred": 166, + "n_ref": 168 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2297, + "IoU": 0.0, + "TN": 1224327, + "TP": 0, + "n_pred": 2297, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 135, + "IoU": 0.0, + "TN": 1226489, + "TP": 0, + "n_pred": 135, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.38336830059126453, + "FN": 4424, + "FP": 5275, + "IoU": 0.2371401604530439, + "TN": 1038678, + "TP": 3015, + "n_pred": 8290, + "n_ref": 7439 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 4227, + "FP": 0, + "IoU": 0.0, + "TN": 1047165, + "TP": 0, + "n_pred": 0, + "n_ref": 4227 + }, + "13": { + "Dice": 0.0, + "FN": 3688, + "FP": 0, + "IoU": 0.0, + "TN": 1047704, + "TP": 0, + "n_pred": 0, + "n_ref": 3688 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 310, + "IoU": 0.0, + "TN": 1051082, + "TP": 0, + "n_pred": 310, + "n_ref": 0 + }, + "3": { + "Dice": 0.41237113402061853, + "FN": 601, + "FP": 140, + "IoU": 0.2597402597402597, + "TN": 1050391, + "TP": 260, + "n_pred": 400, + "n_ref": 861 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.984550474654092, + "FN": 33, + "FP": 216, + "IoU": 0.9695710619577173, + "TN": 1043209, + "TP": 7934, + "n_pred": 8150, + "n_ref": 7967 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 179, + "IoU": 0.0, + "TN": 1051213, + "TP": 0, + "n_pred": 179, + "n_ref": 0 + }, + "8": { + "Dice": 0.9348268839103869, + "FN": 276, + "FP": 364, + "IoU": 0.8776290630975143, + "TN": 1046162, + "TP": 4590, + "n_pred": 4954, + "n_ref": 4866 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 3291, + "IoU": 0.0, + "TN": 1048101, + "TP": 0, + "n_pred": 3291, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 333, + "FP": 0, + "IoU": 0.0, + "TN": 1051059, + "TP": 0, + "n_pred": 0, + "n_ref": 333 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 480, + "IoU": 0.0, + "TN": 1050912, + "TP": 0, + "n_pred": 480, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1341, + "FP": 0, + "IoU": 0.0, + "TN": 1050051, + "TP": 0, + "n_pred": 0, + "n_ref": 1341 + }, + "13": { + "Dice": 0.0, + "FN": 1237, + "FP": 3688, + "IoU": 0.0, + "TN": 1046467, + "TP": 0, + "n_pred": 3688, + "n_ref": 1237 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.5657894736842105, + "FN": 97, + "FP": 35, + "IoU": 0.3944954128440367, + "TN": 1051174, + "TP": 86, + "n_pred": 121, + "n_ref": 183 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.37825894829871853, + "FN": 1534, + "FP": 1280, + "IoU": 0.2332425068119891, + "TN": 1047722, + "TP": 856, + "n_pred": 2136, + "n_ref": 2390 + }, + "6": { + "Dice": 0.9367787996374265, + "FN": 3539, + "FP": 21291, + "IoU": 0.881076110331483, + "TN": 842603, + "TP": 183959, + "n_pred": 205250, + "n_ref": 187498 + }, + "7": { + "Dice": 0.6556113471524827, + "FN": 38275, + "FP": 1848, + "IoU": 0.4876650407334576, + "TN": 973078, + "TP": 38191, + "n_pred": 40039, + "n_ref": 76466 + }, + "8": { + "Dice": 0.8745598591549296, + "FN": 2114, + "FP": 1306, + "IoU": 0.7770825185764568, + "TN": 1036050, + "TP": 11922, + "n_pred": 13228, + "n_ref": 14036 + }, + "9": { + "Dice": 0.5472767600427175, + "FN": 994, + "FP": 4517, + "IoU": 0.376724722913368, + "TN": 1042550, + "TP": 3331, + "n_pred": 7848, + "n_ref": 4325 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.2535008976660682, + "FN": 1981, + "FP": 98, + "IoU": 0.14514802631578946, + "TN": 1048960, + "TP": 353, + "n_pred": 451, + "n_ref": 2334 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 667, + "IoU": 0.0, + "TN": 1050725, + "TP": 0, + "n_pred": 667, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8761904761904762, + "FN": 3, + "FP": 88, + "IoU": 0.7796610169491526, + "TN": 1050979, + "TP": 322, + "n_pred": 410, + "n_ref": 325 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 104, + "IoU": 0.0, + "TN": 1051288, + "TP": 0, + "n_pred": 104, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8587767279960219, + "FN": 11189, + "FP": 2443, + "IoU": 0.7525054466230937, + "TN": 996312, + "TP": 41448, + "n_pred": 43891, + "n_ref": 52637 + }, + "7": { + "Dice": 0.6803649984755433, + "FN": 27390, + "FP": 1964, + "IoU": 0.515570591632973, + "TN": 990797, + "TP": 31241, + "n_pred": 33205, + "n_ref": 58631 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9733124388778264, + "FN": 1462, + "FP": 803, + "IoU": 0.9480123026074183, + "TN": 1183056, + "TP": 41303, + "n_pred": 42106, + "n_ref": 42765 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 290, + "IoU": 0.0, + "TN": 1226334, + "TP": 0, + "n_pred": 290, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 906, + "FP": 0, + "IoU": 0.0, + "TN": 1225718, + "TP": 0, + "n_pred": 0, + "n_ref": 906 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 16, + "FP": 0, + "IoU": 0.0, + "TN": 1226608, + "TP": 0, + "n_pred": 0, + "n_ref": 16 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.96251073608951, + "FN": 2727, + "FP": 2118, + "IoU": 0.9277307916051372, + "TN": 1159583, + "TP": 62196, + "n_pred": 64314, + "n_ref": 64923 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 244, + "IoU": 0.0, + "TN": 1226380, + "TP": 0, + "n_pred": 244, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.950533462657614, + "FN": 133, + "FP": 71, + "IoU": 0.9057301293900185, + "TN": 873996, + "TP": 1960, + "n_pred": 2031, + "n_ref": 2093 + }, + "10": { + "Dice": 0.6838060639932932, + "FN": 1459, + "FP": 804, + "IoU": 0.5195329087048832, + "TN": 871450, + "TP": 2447, + "n_pred": 3251, + "n_ref": 3906 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2998, + "FP": 0, + "IoU": 0.0, + "TN": 873162, + "TP": 0, + "n_pred": 0, + "n_ref": 2998 + }, + "13": { + "Dice": 0.0, + "FN": 1385, + "FP": 2207, + "IoU": 0.0, + "TN": 872568, + "TP": 0, + "n_pred": 2207, + "n_ref": 1385 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 86, + "IoU": 0.0, + "TN": 876074, + "TP": 0, + "n_pred": 86, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 294, + "IoU": 0.0, + "TN": 875866, + "TP": 0, + "n_pred": 294, + "n_ref": 0 + }, + "3": { + "Dice": 0.9260030542829376, + "FN": 1702, + "FP": 430, + "IoU": 0.8622026887280249, + "TN": 860688, + "TP": 13340, + "n_pred": 13770, + "n_ref": 15042 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 101, + "IoU": 0.0, + "TN": 876059, + "TP": 0, + "n_pred": 101, + "n_ref": 0 + }, + "7": { + "Dice": 0.7664969921332716, + "FN": 39, + "FP": 2484, + "IoU": 0.6213985594237695, + "TN": 869496, + "TP": 4141, + "n_pred": 6625, + "n_ref": 4180 + }, + "8": { + "Dice": 0.9577588368012033, + "FN": 981, + "FP": 1041, + "IoU": 0.9189416716776909, + "TN": 851215, + "TP": 22923, + "n_pred": 23964, + "n_ref": 23904 + }, + "9": { + "Dice": 0.0, + "FN": 2, + "FP": 0, + "IoU": 0.0, + "TN": 876158, + "TP": 0, + "n_pred": 0, + "n_ref": 2 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7799081286199321, + "FN": 2187, + "FP": 17, + "IoU": 0.6392208217384188, + "TN": 1045283, + "TP": 3905, + "n_pred": 3922, + "n_ref": 6092 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 3264, + "IoU": 0.0, + "TN": 1048128, + "TP": 0, + "n_pred": 3264, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 21235, + "IoU": 0.0, + "TN": 1030157, + "TP": 0, + "n_pred": 21235, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0090657600906576, + "FN": 26, + "FP": 29705, + "IoU": 0.0045535206080289286, + "TN": 1021525, + "TP": 136, + "n_pred": 29841, + "n_ref": 162 + }, + "7": { + "Dice": 0.08267270668176671, + "FN": 54, + "FP": 4806, + "IoU": 0.04311872415829888, + "TN": 1046313, + "TP": 219, + "n_pred": 5025, + "n_ref": 273 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 671, + "IoU": 0.0, + "TN": 1050721, + "TP": 0, + "n_pred": 671, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 84, + "FP": 455, + "IoU": 0.0, + "TN": 1050853, + "TP": 0, + "n_pred": 455, + "n_ref": 84 + }, + "15": { + "Dice": 0.0, + "FN": 153, + "FP": 0, + "IoU": 0.0, + "TN": 1051239, + "TP": 0, + "n_pred": 0, + "n_ref": 153 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 43, + "IoU": 0.0, + "TN": 1051349, + "TP": 0, + "n_pred": 43, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 406, + "FP": 22, + "IoU": 0.0, + "TN": 1050964, + "TP": 0, + "n_pred": 22, + "n_ref": 406 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 84, + "IoU": 0.0, + "TN": 1051308, + "TP": 0, + "n_pred": 84, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9317025130334773, + "FN": 1993, + "FP": 7924, + "IoU": 0.8721376998452811, + "TN": 973832, + "TP": 67643, + "n_pred": 75567, + "n_ref": 69636 + }, + "7": { + "Dice": 0.8876504648921291, + "FN": 14255, + "FP": 1248, + "IoU": 0.7979959867615251, + "TN": 974646, + "TP": 61243, + "n_pred": 62491, + "n_ref": 75498 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.35918662594438194, + "FN": 7456, + "FP": 8490, + "IoU": 0.2189076659319128, + "TN": 1030977, + "TP": 4469, + "n_pred": 12959, + "n_ref": 11925 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.01726858345021038, + "FN": 20992, + "FP": 1430, + "IoU": 0.0087094920199832, + "TN": 1028773, + "TP": 197, + "n_pred": 1627, + "n_ref": 21189 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9397390507786388, + "FN": 4143, + "FP": 725, + "IoU": 0.8863280793928779, + "TN": 1008567, + "TP": 37957, + "n_pred": 38682, + "n_ref": 42100 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 437, + "IoU": 0.0, + "TN": 1050955, + "TP": 0, + "n_pred": 437, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9564604967522401, + "FN": 4340, + "FP": 7035, + "IoU": 0.9165541829279028, + "TN": 915076, + "TP": 124941, + "n_pred": 131976, + "n_ref": 129281 + }, + "7": { + "Dice": 0.27683789603199016, + "FN": 1607, + "FP": 744, + "IoU": 0.16065690824705461, + "TN": 1048591, + "TP": 450, + "n_pred": 1194, + "n_ref": 2057 + }, + "8": { + "Dice": 0.7034679050258408, + "FN": 781, + "FP": 7137, + "IoU": 0.5425765453495089, + "TN": 1034082, + "TP": 9392, + "n_pred": 16529, + "n_ref": 10173 + }, + "9": { + "Dice": 0.6744069186215651, + "FN": 7789, + "FP": 4522, + "IoU": 0.5087586289453733, + "TN": 1026331, + "TP": 12750, + "n_pred": 17272, + "n_ref": 20539 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 66, + "FP": 0, + "IoU": 0.0, + "TN": 1051326, + "TP": 0, + "n_pred": 0, + "n_ref": 66 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 121, + "IoU": 0.0, + "TN": 1051271, + "TP": 0, + "n_pred": 121, + "n_ref": 0 + }, + "2": { + "Dice": 0.6809338521400778, + "FN": 127, + "FP": 37, + "IoU": 0.5162241887905604, + "TN": 1051053, + "TP": 175, + "n_pred": 212, + "n_ref": 302 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 95, + "IoU": 0.0, + "TN": 1051297, + "TP": 0, + "n_pred": 95, + "n_ref": 0 + }, + "4": { + "Dice": 0.8342170378225522, + "FN": 430, + "FP": 39, + "IoU": 0.7155852031534263, + "TN": 1049743, + "TP": 1180, + "n_pred": 1219, + "n_ref": 1610 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.922233035477307, + "FN": 1287, + "FP": 3108, + "IoU": 0.8556887210638647, + "TN": 1020937, + "TP": 26060, + "n_pred": 29168, + "n_ref": 27347 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6778933888266367, + "FN": 9368, + "FP": 693, + "IoU": 0.512737311119721, + "TN": 855512, + "TP": 10587, + "n_pred": 11280, + "n_ref": 19955 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 4130, + "FP": 0, + "IoU": 0.0, + "TN": 872030, + "TP": 0, + "n_pred": 0, + "n_ref": 4130 + }, + "13": { + "Dice": 0.0, + "FN": 1515, + "FP": 10, + "IoU": 0.0, + "TN": 874635, + "TP": 0, + "n_pred": 10, + "n_ref": 1515 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 33, + "IoU": 0.0, + "TN": 876127, + "TP": 0, + "n_pred": 33, + "n_ref": 0 + }, + "3": { + "Dice": 0.8882226980728052, + "FN": 720, + "FP": 63, + "IoU": 0.7989214175654854, + "TN": 872266, + "TP": 3111, + "n_pred": 3174, + "n_ref": 3831 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9681120120981409, + "FN": 858, + "FP": 365, + "IoU": 0.938194865575096, + "TN": 856372, + "TP": 18565, + "n_pred": 18930, + "n_ref": 19423 + }, + "7": { + "Dice": 0.9474455227980223, + "FN": 1497, + "FP": 225, + "IoU": 0.9001391788448155, + "TN": 858916, + "TP": 15522, + "n_pred": 15747, + "n_ref": 17019 + }, + "8": { + "Dice": 0.9302325581395349, + "FN": 429, + "FP": 915, + "IoU": 0.8695652173913043, + "TN": 865856, + "TP": 8960, + "n_pred": 9875, + "n_ref": 9389 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9236589993983432, + "FN": 12826, + "FP": 370, + "IoU": 0.8581471846580526, + "TN": 1133598, + "TP": 79830, + "n_pred": 80200, + "n_ref": 92656 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 604, + "FP": 0, + "IoU": 0.0, + "TN": 1226020, + "TP": 0, + "n_pred": 0, + "n_ref": 604 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8877551020408163, + "FN": 225, + "FP": 1073, + "IoU": 0.7981651376146789, + "TN": 1220193, + "TP": 5133, + "n_pred": 6206, + "n_ref": 5358 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6819062193634777, + "FN": 337, + "FP": 12966, + "IoU": 0.5173427182352515, + "TN": 1199062, + "TP": 14259, + "n_pred": 27225, + "n_ref": 14596 + }, + "7": { + "Dice": 0.7872976338729764, + "FN": 1189, + "FP": 519, + "IoU": 0.6492092832203737, + "TN": 1221755, + "TP": 3161, + "n_pred": 3680, + "n_ref": 4350 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 9147, + "FP": 0, + "IoU": 0.0, + "TN": 1392709, + "TP": 0, + "n_pred": 0, + "n_ref": 9147 + }, + "14": { + "Dice": 0.9118991483423953, + "FN": 2187, + "FP": 3306, + "IoU": 0.8380649155390466, + "TN": 1367935, + "TP": 28428, + "n_pred": 31734, + "n_ref": 30615 + }, + "15": { + "Dice": 0.5921647896813937, + "FN": 4141, + "FP": 96, + "IoU": 0.4206208122521537, + "TN": 1394543, + "TP": 3076, + "n_pred": 3172, + "n_ref": 7217 + }, + "2": { + "Dice": 0.8922036595067622, + "FN": 541, + "FP": 1, + "IoU": 0.8053859964093357, + "TN": 1399071, + "TP": 2243, + "n_pred": 2244, + "n_ref": 2784 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 21, + "FP": 13, + "IoU": 0.0, + "TN": 1401822, + "TP": 0, + "n_pred": 13, + "n_ref": 21 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 4346, + "IoU": 0.0, + "TN": 1397510, + "TP": 0, + "n_pred": 4346, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0392.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.2424057819899916, + "FN": 2206.477777777778, + "FP": 1896.7822222222223, + "IoU": 0.19739256631433513, + "TN": 1211642.5444444446, + "TP": 5037.128888888889, + "n_pred": 6933.9111111111115, + "n_ref": 7243.606666666665 + }, + "mean": { + "1": { + "Dice": 0.2960688008710554, + "FN": 5082.266666666666, + "FP": 762.9, + "IoU": 0.26149410862451217, + "TN": 1211017.7666666666, + "TP": 3920.0, + "n_pred": 4682.9, + "n_ref": 9002.266666666666 + }, + "10": { + "Dice": 0.19060143209532215, + "FN": 541.2333333333333, + "FP": 2916.4, + "IoU": 0.13494278583406977, + "TN": 1215677.3, + "TP": 1648.0, + "n_pred": 4564.4, + "n_ref": 2189.233333333333 + }, + "11": { + "Dice": 0.0, + "FN": 305.0, + "FP": 0.0, + "IoU": 0.0, + "TN": 1220477.9333333333, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 305.0 + }, + "12": { + "Dice": 0.0, + "FN": 49.93333333333333, + "FP": 0.0, + "IoU": 0.0, + "TN": 1220733.0, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 49.93333333333333 + }, + "13": { + "Dice": 0.13324162259449882, + "FN": 2504.366666666667, + "FP": 1149.6333333333334, + "IoU": 0.08122714396151767, + "TN": 1216345.4, + "TP": 783.5333333333333, + "n_pred": 1933.1666666666667, + "n_ref": 3287.9 + }, + "14": { + "Dice": 0.33580710699242683, + "FN": 1455.9, + "FP": 1036.0666666666666, + "IoU": 0.27743433219368463, + "TN": 1214524.4, + "TP": 3766.5666666666666, + "n_pred": 4802.633333333333, + "n_ref": 5222.466666666666 + }, + "15": { + "Dice": 0.2762182560920374, + "FN": 1900.6, + "FP": 205.36666666666667, + "IoU": 0.21518467604376526, + "TN": 1217586.3, + "TP": 1090.6666666666667, + "n_pred": 1296.0333333333333, + "n_ref": 2991.266666666667 + }, + "2": { + "Dice": 0.34669022929250987, + "FN": 2525.0666666666666, + "FP": 1605.0666666666666, + "IoU": 0.3022254338842517, + "TN": 1211562.4333333333, + "TP": 5090.366666666667, + "n_pred": 6695.433333333333, + "n_ref": 7615.433333333333 + }, + "3": { + "Dice": 0.13128685134804088, + "FN": 1003.7666666666667, + "FP": 2589.0333333333333, + "IoU": 0.09796328957716183, + "TN": 1215117.3666666667, + "TP": 2072.766666666667, + "n_pred": 4661.8, + "n_ref": 3076.5333333333333 + }, + "4": { + "Dice": 0.17621628949515317, + "FN": 1328.5666666666666, + "FP": 950.9666666666667, + "IoU": 0.1317646464864805, + "TN": 1217808.1666666667, + "TP": 695.2333333333333, + "n_pred": 1646.2, + "n_ref": 2023.8 + }, + "5": { + "Dice": 0.0, + "FN": 320.03333333333336, + "FP": 0.0, + "IoU": 0.0, + "TN": 1220462.9, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 320.03333333333336 + }, + "6": { + "Dice": 0.6489078716082404, + "FN": 6526.433333333333, + "FP": 12703.566666666668, + "IoU": 0.5827671243996883, + "TN": 1154274.5666666667, + "TP": 47278.36666666667, + "n_pred": 59981.933333333334, + "n_ref": 53804.8 + }, + "7": { + "Dice": 0.23615942344559007, + "FN": 7758.366666666667, + "FP": 2850.4333333333334, + "IoU": 0.17075445952458507, + "TN": 1205108.6, + "TP": 5065.533333333334, + "n_pred": 7915.966666666666, + "n_ref": 12823.9 + }, + "8": { + "Dice": 0.48061867459155255, + "FN": 821.9, + "FP": 290.43333333333334, + "IoU": 0.4053460299099591, + "TN": 1218068.9666666666, + "TP": 1601.6333333333334, + "n_pred": 1892.0666666666666, + "n_ref": 2423.5333333333333 + }, + "9": { + "Dice": 0.384270171423446, + "FN": 973.7333333333333, + "FP": 1391.8666666666666, + "IoU": 0.29978446427535127, + "TN": 1215873.0666666667, + "TP": 2544.266666666667, + "n_pred": 3936.133333333333, + "n_ref": 3518.0 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 482, + "IoU": 0.0, + "TN": 1050910, + "TP": 0, + "n_pred": 482, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1605, + "IoU": 0.0, + "TN": 1049787, + "TP": 0, + "n_pred": 1605, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 154, + "IoU": 0.0, + "TN": 1051238, + "TP": 0, + "n_pred": 154, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 1953, + "FP": 0, + "IoU": 0.0, + "TN": 1049439, + "TP": 0, + "n_pred": 0, + "n_ref": 1953 + }, + "6": { + "Dice": 0.9214088283094297, + "FN": 7967, + "FP": 5283, + "IoU": 0.8542706935615143, + "TN": 960470, + "TP": 77672, + "n_pred": 82955, + "n_ref": 85639 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 856, + "IoU": 0.0, + "TN": 1050536, + "TP": 0, + "n_pred": 856, + "n_ref": 0 + }, + "8": { + "Dice": 0.7781070934597906, + "FN": 198, + "FP": 925, + "IoU": 0.6368046571798189, + "TN": 1048300, + "TP": 1969, + "n_pred": 2894, + "n_ref": 2167 + }, + "9": { + "Dice": 0.7956550545733515, + "FN": 4400, + "FP": 7320, + "IoU": 0.6606537915858355, + "TN": 1016855, + "TP": 22817, + "n_pred": 30137, + "n_ref": 27217 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 149, + "IoU": 0.0, + "TN": 1226475, + "TP": 0, + "n_pred": 149, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 771, + "IoU": 0.0, + "TN": 1225853, + "TP": 0, + "n_pred": 771, + "n_ref": 0 + }, + "14": { + "Dice": 0.9092030214274703, + "FN": 485, + "FP": 104, + "IoU": 0.8335217637083098, + "TN": 1223086, + "TP": 2949, + "n_pred": 3053, + "n_ref": 3434 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.06282613233145481, + "FN": 8948, + "FP": 32, + "IoU": 0.03243185001616205, + "TN": 1217343, + "TP": 301, + "n_pred": 333, + "n_ref": 9249 + }, + "9": { + "Dice": 0.5251426725530312, + "FN": 697, + "FP": 8123, + "IoU": 0.3560633715412134, + "TN": 1212927, + "TP": 4877, + "n_pred": 13000, + "n_ref": 5574 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 110, + "IoU": 0.0, + "TN": 1226514, + "TP": 0, + "n_pred": 110, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 1226587, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 679, + "FP": 0, + "IoU": 0.0, + "TN": 1225945, + "TP": 0, + "n_pred": 0, + "n_ref": 679 + }, + "6": { + "Dice": 0.7796775071741935, + "FN": 2223, + "FP": 47144, + "IoU": 0.6389110352041077, + "TN": 1089907, + "TP": 87350, + "n_pred": 134494, + "n_ref": 89573 + }, + "7": { + "Dice": 0.6458015267175573, + "FN": 31, + "FP": 433, + "IoU": 0.4768883878241263, + "TN": 1225737, + "TP": 423, + "n_pred": 856, + "n_ref": 454 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.5622684889513347, + "FN": 6780, + "FP": 74, + "IoU": 0.39108031272210375, + "TN": 1215368, + "TP": 4402, + "n_pred": 4476, + "n_ref": 11182 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1115, + "IoU": 0.0, + "TN": 1400741, + "TP": 0, + "n_pred": 1115, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 5496, + "IoU": 0.0, + "TN": 1396360, + "TP": 0, + "n_pred": 5496, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 2054, + "FP": 0, + "IoU": 0.0, + "TN": 1399802, + "TP": 0, + "n_pred": 0, + "n_ref": 2054 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 1401826, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 590, + "IoU": 0.0, + "TN": 1401266, + "TP": 0, + "n_pred": 590, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.943089430894309, + "FN": 219, + "FP": 229, + "IoU": 0.8923076923076924, + "TN": 1397696, + "TP": 3712, + "n_pred": 3941, + "n_ref": 3931 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 13135, + "IoU": 0.0, + "TN": 1388721, + "TP": 0, + "n_pred": 13135, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9479420676787251, + "FN": 9694, + "FP": 4033, + "IoU": 0.9010359967413325, + "TN": 1263149, + "TP": 124980, + "n_pred": 129013, + "n_ref": 134674 + }, + "7": { + "Dice": 0.006174124176205342, + "FN": 27622, + "FP": 1030, + "IoU": 0.0030966215510942557, + "TN": 1373115, + "TP": 89, + "n_pred": 1119, + "n_ref": 27711 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6584010760863208, + "FN": 4099, + "FP": 1742, + "IoU": 0.4907585004359198, + "TN": 1390386, + "TP": 5629, + "n_pred": 7371, + "n_ref": 9728 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5737658674188999, + "FN": 1491, + "FP": 20, + "IoU": 0.40229430379746833, + "TN": 1574560, + "TP": 1017, + "n_pred": 1037, + "n_ref": 2508 + }, + "10": { + "Dice": 0.4190653460081101, + "FN": 3544, + "FP": 5195, + "IoU": 0.26507442603649817, + "TN": 1565197, + "TP": 3152, + "n_pred": 8347, + "n_ref": 6696 + }, + "11": { + "Dice": 0.0, + "FN": 1867, + "FP": 0, + "IoU": 0.0, + "TN": 1575221, + "TP": 0, + "n_pred": 0, + "n_ref": 1867 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2657031014754592, + "FN": 6580, + "FP": 5613, + "IoU": 0.15320508368636712, + "TN": 1562689, + "TP": 2206, + "n_pred": 7819, + "n_ref": 8786 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9177755174060158, + "FN": 7622, + "FP": 4261, + "IoU": 0.8480454214140484, + "TN": 1498887, + "TP": 66318, + "n_pred": 70579, + "n_ref": 73940 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5736, + "IoU": 0.0, + "TN": 1571352, + "TP": 0, + "n_pred": 5736, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 6942, + "FP": 0, + "IoU": 0.0, + "TN": 1570146, + "TP": 0, + "n_pred": 0, + "n_ref": 6942 + }, + "6": { + "Dice": 0.7034047609292416, + "FN": 9478, + "FP": 41195, + "IoU": 0.5425014219806611, + "TN": 1466327, + "TP": 60088, + "n_pred": 101283, + "n_ref": 69566 + }, + "7": { + "Dice": 0.4439821613096209, + "FN": 29188, + "FP": 11706, + "IoU": 0.285332308068716, + "TN": 1519867, + "TP": 16327, + "n_pred": 28033, + "n_ref": 45515 + }, + "8": { + "Dice": 0.9504083439929155, + "FN": 546, + "FP": 462, + "IoU": 0.9055029530327178, + "TN": 1566421, + "TP": 9659, + "n_pred": 10121, + "n_ref": 10205 + }, + "9": { + "Dice": 0.3667981355324489, + "FN": 1780, + "FP": 1752, + "IoU": 0.22458836443468716, + "TN": 1572533, + "TP": 1023, + "n_pred": 2775, + "n_ref": 2803 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.09230769230769231, + "FN": 177, + "FP": 0, + "IoU": 0.04838709677419355, + "TN": 1401670, + "TP": 9, + "n_pred": 9, + "n_ref": 186 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2543450614667232, + "FN": 1629, + "FP": 130, + "IoU": 0.14570179698882954, + "TN": 1399797, + "TP": 300, + "n_pred": 430, + "n_ref": 1929 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 648, + "IoU": 0.0, + "TN": 1401208, + "TP": 0, + "n_pred": 648, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8412939297124601, + "FN": 2814, + "FP": 1160, + "IoU": 0.7260632797959605, + "TN": 1387349, + "TP": 10533, + "n_pred": 11693, + "n_ref": 13347 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9818814170752012, + "FN": 2632, + "FP": 2265, + "IoU": 0.9644077159013271, + "TN": 1264270, + "TP": 132689, + "n_pred": 134954, + "n_ref": 135321 + }, + "7": { + "Dice": 0.0, + "FN": 428, + "FP": 0, + "IoU": 0.0, + "TN": 1401428, + "TP": 0, + "n_pred": 0, + "n_ref": 428 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1080, + "IoU": 0.0, + "TN": 875080, + "TP": 0, + "n_pred": 1080, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1201, + "IoU": 0.0, + "TN": 874959, + "TP": 0, + "n_pred": 1201, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 4, + "FP": 0, + "IoU": 0.0, + "TN": 876156, + "TP": 0, + "n_pred": 0, + "n_ref": 4 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 876159, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1566, + "IoU": 0.0, + "TN": 874594, + "TP": 0, + "n_pred": 1566, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 2201, + "FP": 0, + "IoU": 0.0, + "TN": 873959, + "TP": 0, + "n_pred": 0, + "n_ref": 2201 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 876158, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2163, + "IoU": 0.0, + "TN": 873997, + "TP": 0, + "n_pred": 2163, + "n_ref": 0 + }, + "3": { + "Dice": 0.1128463476070529, + "FN": 3522, + "FP": 0, + "IoU": 0.0597971169247197, + "TN": 872414, + "TP": 224, + "n_pred": 224, + "n_ref": 3746 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.6762851341241851, + "FN": 143, + "FP": 5915, + "IoU": 0.5108994025512675, + "TN": 863774, + "TP": 6328, + "n_pred": 12243, + "n_ref": 6471 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 127101, + "FP": 0, + "IoU": 0.0, + "TN": 1099523, + "TP": 0, + "n_pred": 0, + "n_ref": 127101 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 125306, + "IoU": 0.0, + "TN": 1101318, + "TP": 0, + "n_pred": 125306, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7017513858606587, + "FN": 4367, + "FP": 16562, + "IoU": 0.540536980527321, + "TN": 1181073, + "TP": 24622, + "n_pred": 41184, + "n_ref": 28989 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3745234177469198, + "FN": 12701, + "FP": 18469, + "IoU": 0.2304083748950669, + "TN": 1186122, + "TP": 9332, + "n_pred": 27801, + "n_ref": 22033 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.46783839121003873, + "FN": 12420, + "FP": 13831, + "IoU": 0.305345329452236, + "TN": 1188834, + "TP": 11539, + "n_pred": 25370, + "n_ref": 23959 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 12905, + "IoU": 0.0, + "TN": 1213719, + "TP": 0, + "n_pred": 12905, + "n_ref": 0 + }, + "4": { + "Dice": 0.3944504152418173, + "FN": 28978, + "FP": 2011, + "IoU": 0.24567937296139428, + "TN": 1185542, + "TP": 10093, + "n_pred": 12104, + "n_ref": 39071 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9240730588044185, + "FN": 3609, + "FP": 26305, + "IoU": 0.8588622734714483, + "TN": 1014675, + "TP": 182035, + "n_pred": 208340, + "n_ref": 185644 + }, + "7": { + "Dice": 0.19510367224581565, + "FN": 16098, + "FP": 16122, + "IoU": 0.10809688581314879, + "TN": 1190499, + "TP": 3905, + "n_pred": 20027, + "n_ref": 20003 + }, + "8": { + "Dice": 0.180674671240709, + "FN": 1433, + "FP": 0, + "IoU": 0.09930861093651791, + "TN": 1225033, + "TP": 158, + "n_pred": 158, + "n_ref": 1591 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 5922, + "IoU": 0.0, + "TN": 1220702, + "TP": 0, + "n_pred": 5922, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 116, + "IoU": 0.0, + "TN": 1051276, + "TP": 0, + "n_pred": 116, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1206, + "IoU": 0.0, + "TN": 1050186, + "TP": 0, + "n_pred": 1206, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 92, + "IoU": 0.0, + "TN": 1401764, + "TP": 0, + "n_pred": 92, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9593896135860202, + "FN": 102, + "FP": 63, + "IoU": 0.9219489120151372, + "TN": 1399742, + "TP": 1949, + "n_pred": 2012, + "n_ref": 2051 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 1401831, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1096, + "IoU": 0.0, + "TN": 1225528, + "TP": 0, + "n_pred": 1096, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8843385214007782, + "FN": 7029, + "FP": 105, + "IoU": 0.7926584706600401, + "TN": 1016985, + "TP": 27273, + "n_pred": 27378, + "n_ref": 34302 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 1051364, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 127, + "IoU": 0.0, + "TN": 1051265, + "TP": 0, + "n_pred": 127, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 39, + "IoU": 0.0, + "TN": 1051353, + "TP": 0, + "n_pred": 39, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2325, + "IoU": 0.0, + "TN": 1049067, + "TP": 0, + "n_pred": 2325, + "n_ref": 0 + }, + "3": { + "Dice": 0.6258049129501551, + "FN": 1097, + "FP": 6748, + "IoU": 0.45539743144741407, + "TN": 1036987, + "TP": 6560, + "n_pred": 13308, + "n_ref": 7657 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6186274509803922, + "FN": 778, + "FP": 0, + "IoU": 0.4478353442157559, + "TN": 1049983, + "TP": 631, + "n_pred": 631, + "n_ref": 1409 + }, + "7": { + "Dice": 0.0, + "FN": 42474, + "FP": 0, + "IoU": 0.0, + "TN": 1008918, + "TP": 0, + "n_pred": 0, + "n_ref": 42474 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9627684758748332, + "FN": 112, + "FP": 2483, + "IoU": 0.9282098099427338, + "TN": 1190477, + "TP": 33552, + "n_pred": 36035, + "n_ref": 33664 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 165, + "IoU": 0.0, + "TN": 1226459, + "TP": 0, + "n_pred": 165, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2069, + "IoU": 0.0, + "TN": 1224555, + "TP": 0, + "n_pred": 2069, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 729, + "IoU": 0.0, + "TN": 1225895, + "TP": 0, + "n_pred": 729, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9585777934624377, + "FN": 389, + "FP": 2428, + "IoU": 0.9204506946797696, + "TN": 1191212, + "TP": 32595, + "n_pred": 35023, + "n_ref": 32984 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 380, + "IoU": 0.0, + "TN": 1226244, + "TP": 0, + "n_pred": 380, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 86, + "IoU": 0.0, + "TN": 1401770, + "TP": 0, + "n_pred": 86, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7564287273521065, + "FN": 1183, + "FP": 9975, + "IoU": 0.6082713102092403, + "TN": 1373372, + "TP": 17326, + "n_pred": 27301, + "n_ref": 18509 + }, + "15": { + "Dice": 0.7982611258473328, + "FN": 5413, + "FP": 2801, + "IoU": 0.6642550582464746, + "TN": 1377391, + "TP": 16251, + "n_pred": 19052, + "n_ref": 21664 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 185, + "IoU": 0.0, + "TN": 1401671, + "TP": 0, + "n_pred": 185, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 98, + "IoU": 0.0, + "TN": 1401758, + "TP": 0, + "n_pred": 98, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 26, + "FP": 0, + "IoU": 0.0, + "TN": 1401830, + "TP": 0, + "n_pred": 0, + "n_ref": 26 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 516, + "IoU": 0.0, + "TN": 1401340, + "TP": 0, + "n_pred": 516, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9308971656125556, + "FN": 245, + "FP": 50, + "IoU": 0.8707274320771253, + "TN": 1049110, + "TP": 1987, + "n_pred": 2037, + "n_ref": 2232 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 1051390, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 799, + "IoU": 0.0, + "TN": 1050593, + "TP": 0, + "n_pred": 799, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0837773830669035, + "FN": 3674, + "FP": 2516, + "IoU": 0.04372006797466399, + "TN": 1220151, + "TP": 283, + "n_pred": 2799, + "n_ref": 3957 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.23827948344304306, + "FN": 13356, + "FP": 1803, + "IoU": 0.13525385054192812, + "TN": 1209094, + "TP": 2371, + "n_pred": 4174, + "n_ref": 15727 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 20196, + "IoU": 0.0, + "TN": 1206428, + "TP": 0, + "n_pred": 20196, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9179995494480739, + "FN": 14022, + "FP": 7090, + "IoU": 0.8484280657922132, + "TN": 1087337, + "TP": 118175, + "n_pred": 125265, + "n_ref": 132197 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 12002, + "IoU": 0.0, + "TN": 1214622, + "TP": 0, + "n_pred": 12002, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 115, + "IoU": 0.0, + "TN": 1226509, + "TP": 0, + "n_pred": 115, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 561, + "IoU": 0.0, + "TN": 1226063, + "TP": 0, + "n_pred": 561, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8195158448579635, + "FN": 11823, + "FP": 3133, + "IoU": 0.6942201140847662, + "TN": 1177713, + "TP": 33955, + "n_pred": 37088, + "n_ref": 45778 + }, + "10": { + "Dice": 0.43243243243243246, + "FN": 760, + "FP": 101, + "IoU": 0.27586206896551724, + "TN": 1225435, + "TP": 328, + "n_pred": 429, + "n_ref": 1088 + }, + "11": { + "Dice": 0.0, + "FN": 4, + "FP": 0, + "IoU": 0.0, + "TN": 1226620, + "TP": 0, + "n_pred": 0, + "n_ref": 4 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.787754650132861, + "FN": 3586, + "FP": 7916, + "IoU": 0.6498310347976984, + "TN": 1193777, + "TP": 21345, + "n_pred": 29261, + "n_ref": 24931 + }, + "15": { + "Dice": 0.0, + "FN": 59, + "FP": 0, + "IoU": 0.0, + "TN": 1226565, + "TP": 0, + "n_pred": 0, + "n_ref": 59 + }, + "2": { + "Dice": 0.9358392064735056, + "FN": 998, + "FP": 231, + "IoU": 0.8794152276295133, + "TN": 1216432, + "TP": 8963, + "n_pred": 9194, + "n_ref": 9961 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 352, + "IoU": 0.0, + "TN": 1226272, + "TP": 0, + "n_pred": 352, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 1226598, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.37345817405248477, + "FN": 1023, + "FP": 81418, + "IoU": 0.22960256422236966, + "TN": 1119613, + "TP": 24570, + "n_pred": 105988, + "n_ref": 25593 + }, + "7": { + "Dice": 0.5815675035685437, + "FN": 37607, + "FP": 208, + "IoU": 0.4100071769588417, + "TN": 1162530, + "TP": 26279, + "n_pred": 26487, + "n_ref": 63886 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 44, + "IoU": 0.0, + "TN": 1401812, + "TP": 0, + "n_pred": 44, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 94, + "IoU": 0.0, + "TN": 1401762, + "TP": 0, + "n_pred": 94, + "n_ref": 0 + }, + "14": { + "Dice": 0.8481842676267913, + "FN": 11918, + "FP": 816, + "IoU": 0.7363888543866186, + "TN": 1353550, + "TP": 35572, + "n_pred": 36388, + "n_ref": 47490 + }, + "15": { + "Dice": 0.3259568605502217, + "FN": 30051, + "FP": 1261, + "IoU": 0.19471234215466915, + "TN": 1362973, + "TP": 7571, + "n_pred": 8832, + "n_ref": 37622 + }, + "2": { + "Dice": 0.0, + "FN": 5974, + "FP": 68, + "IoU": 0.0, + "TN": 1395814, + "TP": 0, + "n_pred": 68, + "n_ref": 5974 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1717, + "IoU": 0.0, + "TN": 1400139, + "TP": 0, + "n_pred": 1717, + "n_ref": 0 + }, + "4": { + "Dice": 0.4978165938864629, + "FN": 105, + "FP": 10, + "IoU": 0.3313953488372093, + "TN": 1401684, + "TP": 57, + "n_pred": 67, + "n_ref": 162 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9730311052283256, + "FN": 886, + "FP": 4004, + "IoU": 0.9474786531335588, + "TN": 1308751, + "TP": 88215, + "n_pred": 92219, + "n_ref": 89101 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 1401847, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 471, + "IoU": 0.0, + "TN": 1050921, + "TP": 0, + "n_pred": 471, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2107, + "IoU": 0.0, + "TN": 1049285, + "TP": 0, + "n_pred": 2107, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 498, + "FP": 0, + "IoU": 0.0, + "TN": 1050894, + "TP": 0, + "n_pred": 0, + "n_ref": 498 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6055034217755124, + "FN": 23860, + "FP": 985, + "IoU": 0.4342093277464019, + "TN": 1007480, + "TP": 19067, + "n_pred": 20052, + "n_ref": 42927 + }, + "15": { + "Dice": 0.7715676552781033, + "FN": 4209, + "FP": 859, + "IoU": 0.6280912893520217, + "TN": 1037765, + "TP": 8559, + "n_pred": 9418, + "n_ref": 12768 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 1051385, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 14684, + "IoU": 0.0, + "TN": 1036708, + "TP": 0, + "n_pred": 14684, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6181421418955185, + "FN": 86599, + "FP": 195, + "IoU": 0.4473268638088689, + "TN": 894348, + "TP": 70250, + "n_pred": 70445, + "n_ref": 156849 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2424, + "IoU": 0.0, + "TN": 1048968, + "TP": 0, + "n_pred": 2424, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0198977729098211, + "FN": 2984, + "FP": 7754, + "IoU": 0.010048861436341846, + "TN": 1040545, + "TP": 109, + "n_pred": 7863, + "n_ref": 3093 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 12070, + "IoU": 0.0, + "TN": 1389786, + "TP": 0, + "n_pred": 12070, + "n_ref": 0 + }, + "10": { + "Dice": 0.6500840668578776, + "FN": 90, + "FP": 6986, + "IoU": 0.4815737416660561, + "TN": 1388207, + "TP": 6573, + "n_pred": 13559, + "n_ref": 6663 + }, + "11": { + "Dice": 0.0, + "FN": 3070, + "FP": 0, + "IoU": 0.0, + "TN": 1398786, + "TP": 0, + "n_pred": 0, + "n_ref": 3070 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.259128023417039, + "FN": 19125, + "FP": 111, + "IoU": 0.1488495575221239, + "TN": 1379256, + "TP": 3364, + "n_pred": 3475, + "n_ref": 22489 + }, + "14": { + "Dice": 0.6327272727272727, + "FN": 16, + "FP": 85, + "IoU": 0.4627659574468085, + "TN": 1401668, + "TP": 87, + "n_pred": 172, + "n_ref": 103 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 4118, + "FP": 0, + "IoU": 0.0, + "TN": 1397738, + "TP": 0, + "n_pred": 0, + "n_ref": 4118 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3240, + "IoU": 0.0, + "TN": 1398616, + "TP": 0, + "n_pred": 3240, + "n_ref": 0 + }, + "4": { + "Dice": 0.028601956110791485, + "FN": 7892, + "FP": 3927, + "IoU": 0.014508463270240975, + "TN": 1389863, + "TP": 174, + "n_pred": 4101, + "n_ref": 8066 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.942280650119363, + "FN": 18194, + "FP": 4751, + "IoU": 0.8908607469700718, + "TN": 1191620, + "TP": 187291, + "n_pred": 192042, + "n_ref": 205485 + }, + "7": { + "Dice": 0.7908718330849478, + "FN": 10125, + "FP": 1101, + "IoU": 0.6540843681631898, + "TN": 1369403, + "TP": 21227, + "n_pred": 22328, + "n_ref": 31352 + }, + "8": { + "Dice": 0.960814818416063, + "FN": 1186, + "FP": 426, + "IoU": 0.9245847953216374, + "TN": 1380481, + "TP": 19763, + "n_pred": 20189, + "n_ref": 20949 + }, + "9": { + "Dice": 0.9078847832411987, + "FN": 2386, + "FP": 780, + "IoU": 0.831308610400682, + "TN": 1383088, + "TP": 15602, + "n_pred": 16382, + "n_ref": 17988 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 9.602458229306702e-05, + "FN": 1243, + "FP": 19583, + "IoU": 4.8014596437316946e-05, + "TN": 1556261, + "TP": 1, + "n_pred": 19584, + "n_ref": 1244 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.06502872509473169, + "FN": 15134, + "FP": 164, + "IoU": 0.03360707517372078, + "TN": 1561258, + "TP": 532, + "n_pred": 696, + "n_ref": 15666 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 3109, + "IoU": 0.0, + "TN": 1573979, + "TP": 0, + "n_pred": 3109, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6615564713994773, + "FN": 19358, + "FP": 1747, + "IoU": 0.4942729799674111, + "TN": 1535356, + "TP": 20627, + "n_pred": 22374, + "n_ref": 39985 + }, + "3": { + "Dice": 0.0, + "FN": 2, + "FP": 569, + "IoU": 0.0, + "TN": 1576517, + "TP": 0, + "n_pred": 569, + "n_ref": 2 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1008, + "IoU": 0.0, + "TN": 1576080, + "TP": 0, + "n_pred": 1008, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9415796906754849, + "FN": 2044, + "FP": 8132, + "IoU": 0.8896084876492987, + "TN": 1484907, + "TP": 82005, + "n_pred": 90137, + "n_ref": 84049 + }, + "7": { + "Dice": 0.7201188836930292, + "FN": 16584, + "FP": 3945, + "IoU": 0.5626451351754405, + "TN": 1530149, + "TP": 26410, + "n_pred": 30355, + "n_ref": 42994 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 8, + "FP": 61, + "IoU": 0.0, + "TN": 1226555, + "TP": 0, + "n_pred": 61, + "n_ref": 8 + }, + "10": { + "Dice": 0.6701085824091867, + "FN": 1758, + "FP": 12491, + "IoU": 0.5038821768044288, + "TN": 1197903, + "TP": 14472, + "n_pred": 26963, + "n_ref": 16230 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 208, + "FP": 0, + "IoU": 0.0, + "TN": 1226416, + "TP": 0, + "n_pred": 0, + "n_ref": 208 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 415, + "IoU": 0.0, + "TN": 1226209, + "TP": 0, + "n_pred": 415, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.661555037710792, + "FN": 24937, + "FP": 15584, + "IoU": 0.4942713793619889, + "TN": 1146500, + "TP": 39603, + "n_pred": 55187, + "n_ref": 64540 + }, + "3": { + "Dice": 0.5750307976593779, + "FN": 16443, + "FP": 5635, + "IoU": 0.4035391057679319, + "TN": 1189609, + "TP": 14937, + "n_pred": 20572, + "n_ref": 31380 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9056097927796559, + "FN": 6982, + "FP": 7453, + "IoU": 0.8275017327501732, + "TN": 1142942, + "TP": 69247, + "n_pred": 76700, + "n_ref": 76229 + }, + "7": { + "Dice": 0.5833165270002434, + "FN": 50632, + "FP": 9285, + "IoU": 0.41174795790135094, + "TN": 1124768, + "TP": 41939, + "n_pred": 51224, + "n_ref": 92571 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2441, + "IoU": 0.0, + "TN": 1224183, + "TP": 0, + "n_pred": 2441, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5416165262735659, + "FN": 4405, + "FP": 4737, + "IoU": 0.37138142061472873, + "TN": 1212081, + "TP": 5401, + "n_pred": 10138, + "n_ref": 9806 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 57, + "IoU": 0.0, + "TN": 1226567, + "TP": 0, + "n_pred": 57, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.18118948824343015, + "FN": 31, + "FP": 1153, + "IoU": 0.09961977186311786, + "TN": 1225309, + "TP": 131, + "n_pred": 1284, + "n_ref": 162 + }, + "8": { + "Dice": 0.9021086440441279, + "FN": 542, + "FP": 159, + "IoU": 0.8216738743322309, + "TN": 1222693, + "TP": 3230, + "n_pred": 3389, + "n_ref": 3772 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 343, + "IoU": 0.0, + "TN": 1226281, + "TP": 0, + "n_pred": 343, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8618837396429115, + "FN": 4659, + "FP": 1692, + "IoU": 0.7572897160545725, + "TN": 849993, + "TP": 19816, + "n_pred": 21508, + "n_ref": 24475 + }, + "10": { + "Dice": 0.0, + "FN": 624, + "FP": 11133, + "IoU": 0.0, + "TN": 864403, + "TP": 0, + "n_pred": 11133, + "n_ref": 624 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1290, + "FP": 0, + "IoU": 0.0, + "TN": 874870, + "TP": 0, + "n_pred": 0, + "n_ref": 1290 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 386, + "IoU": 0.0, + "TN": 875774, + "TP": 0, + "n_pred": 386, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 6729, + "IoU": 0.0, + "TN": 869431, + "TP": 0, + "n_pred": 6729, + "n_ref": 0 + }, + "3": { + "Dice": 0.7869075633520684, + "FN": 9049, + "FP": 12865, + "IoU": 0.6486789790945235, + "TN": 813784, + "TP": 40462, + "n_pred": 53327, + "n_ref": 49511 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 5241, + "IoU": 0.0, + "TN": 870919, + "TP": 0, + "n_pred": 5241, + "n_ref": 0 + }, + "7": { + "Dice": 0.5750627488724075, + "FN": 1905, + "FP": 20612, + "IoU": 0.403570577172675, + "TN": 838407, + "TP": 15236, + "n_pred": 35848, + "n_ref": 17141 + }, + "8": { + "Dice": 0.5227883145324573, + "FN": 11547, + "FP": 2, + "IoU": 0.3539020979020979, + "TN": 858285, + "TP": 6326, + "n_pred": 6328, + "n_ref": 17873 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 787, + "IoU": 0.0, + "TN": 875373, + "TP": 0, + "n_pred": 787, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8331123508368149, + "FN": 2629, + "FP": 4042, + "IoU": 0.7139610668038762, + "TN": 1378534, + "TP": 16651, + "n_pred": 20693, + "n_ref": 19280 + }, + "15": { + "Dice": 0.03774215096860387, + "FN": 17286, + "FP": 0, + "IoU": 0.01923404255319149, + "TN": 1384231, + "TP": 339, + "n_pred": 339, + "n_ref": 17625 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9808262502470844, + "FN": 64, + "FP": 518, + "IoU": 0.9623739332816137, + "TN": 1386388, + "TP": 14886, + "n_pred": 15404, + "n_ref": 14950 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 46, + "IoU": 0.0, + "TN": 1401810, + "TP": 0, + "n_pred": 46, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 849, + "IoU": 0.0, + "TN": 1225775, + "TP": 0, + "n_pred": 849, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 962, + "IoU": 0.0, + "TN": 1225662, + "TP": 0, + "n_pred": 962, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 1657, + "FP": 0, + "IoU": 0.0, + "TN": 1224967, + "TP": 0, + "n_pred": 0, + "n_ref": 1657 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 84, + "IoU": 0.0, + "TN": 1226540, + "TP": 0, + "n_pred": 84, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 68, + "FP": 0, + "IoU": 0.0, + "TN": 1226556, + "TP": 0, + "n_pred": 0, + "n_ref": 68 + }, + "5": { + "Dice": 0.0, + "FN": 27, + "FP": 0, + "IoU": 0.0, + "TN": 1226597, + "TP": 0, + "n_pred": 0, + "n_ref": 27 + }, + "6": { + "Dice": 0.7874529365212595, + "FN": 29209, + "FP": 6243, + "IoU": 0.6494205134290574, + "TN": 1125500, + "TP": 65672, + "n_pred": 71915, + "n_ref": 94881 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2681, + "IoU": 0.0, + "TN": 1223943, + "TP": 0, + "n_pred": 2681, + "n_ref": 0 + }, + "8": { + "Dice": 0.7334109429569267, + "FN": 114, + "FP": 115, + "IoU": 0.5790441176470589, + "TN": 1226080, + "TP": 315, + "n_pred": 430, + "n_ref": 429 + }, + "9": { + "Dice": 0.7751940732338449, + "FN": 6086, + "FP": 6598, + "IoU": 0.6329117587474314, + "TN": 1192071, + "TP": 21869, + "n_pred": 28467, + "n_ref": 27955 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.28316417603328536, + "FN": 1448.5, + "FP": 1215.9422222222224, + "IoU": 0.23691599809522174, + "TN": 1143299.033333333, + "TP": 4726.657777777777, + "n_pred": 5942.6, + "n_ref": 6175.157777777779 + }, + "mean": { + "1": { + "Dice": 0.4551535584930531, + "FN": 1775.9666666666667, + "FP": 730.5333333333333, + "IoU": 0.4005550744717583, + "TN": 1139991.2333333334, + "TP": 8192.4, + "n_pred": 8922.933333333332, + "n_ref": 9968.366666666667 + }, + "10": { + "Dice": 0.2797355065091393, + "FN": 2027.7333333333333, + "FP": 873.5666666666667, + "IoU": 0.2073499933654892, + "TN": 1146521.6, + "TP": 1267.2333333333333, + "n_pred": 2140.8, + "n_ref": 3294.9666666666667 + }, + "11": { + "Dice": 0.0, + "FN": 204.03333333333333, + "FP": 0.0, + "IoU": 0.0, + "TN": 1150486.1, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 204.03333333333333 + }, + "12": { + "Dice": 0.0, + "FN": 382.1666666666667, + "FP": 0.0, + "IoU": 0.0, + "TN": 1150307.9666666666, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 382.1666666666667 + }, + "13": { + "Dice": 0.20545087777073848, + "FN": 1018.6, + "FP": 825.5, + "IoU": 0.14844283536552777, + "TN": 1148008.7, + "TP": 837.3333333333334, + "n_pred": 1662.8333333333333, + "n_ref": 1855.9333333333334 + }, + "14": { + "Dice": 0.3722654938143751, + "FN": 1135.4666666666667, + "FP": 1682.5, + "IoU": 0.3159354593781432, + "TN": 1144925.7, + "TP": 2946.4666666666667, + "n_pred": 4628.966666666666, + "n_ref": 4081.9333333333334 + }, + "15": { + "Dice": 0.27317055809889706, + "FN": 250.96666666666667, + "FP": 688.9666666666667, + "IoU": 0.2178651657316118, + "TN": 1149149.9333333333, + "TP": 600.2666666666667, + "n_pred": 1289.2333333333333, + "n_ref": 851.2333333333333 + }, + "2": { + "Dice": 0.27359701323214586, + "FN": 4474.966666666666, + "FP": 1310.5666666666666, + "IoU": 0.20644619290933333, + "TN": 1142293.3666666667, + "TP": 2611.233333333333, + "n_pred": 3921.8, + "n_ref": 7086.2 + }, + "3": { + "Dice": 0.36430471813537996, + "FN": 1811.3333333333333, + "FP": 3647.366666666667, + "IoU": 0.3142780311794952, + "TN": 1140115.6333333333, + "TP": 5115.8, + "n_pred": 8763.166666666666, + "n_ref": 6927.133333333333 + }, + "4": { + "Dice": 0.2415371439401088, + "FN": 116.23333333333333, + "FP": 94.53333333333333, + "IoU": 0.20921933535718087, + "TN": 1150078.7, + "TP": 400.6666666666667, + "n_pred": 495.2, + "n_ref": 516.9 + }, + "5": { + "Dice": 0.0, + "FN": 1268.8666666666666, + "FP": 0.0, + "IoU": 0.0, + "TN": 1149421.2666666666, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 1268.8666666666666 + }, + "6": { + "Dice": 0.5349822436583739, + "FN": 3161.133333333333, + "FP": 4508.1, + "IoU": 0.4771315977068302, + "TN": 1104555.6333333333, + "TP": 38465.26666666667, + "n_pred": 42973.36666666667, + "n_ref": 41626.4 + }, + "7": { + "Dice": 0.2859267368943962, + "FN": 1863.5666666666666, + "FP": 2319.1666666666665, + "IoU": 0.23261331063409882, + "TN": 1143532.5333333334, + "TP": 2974.866666666667, + "n_pred": 5294.033333333334, + "n_ref": 4838.433333333333 + }, + "8": { + "Dice": 0.6607688601760083, + "FN": 500.56666666666666, + "FP": 487.5, + "IoU": 0.5937291954749214, + "TN": 1144186.2, + "TP": 5515.866666666667, + "n_pred": 6003.366666666667, + "n_ref": 6016.433333333333 + }, + "9": { + "Dice": 0.30056992977666497, + "FN": 1735.9, + "FP": 1070.8333333333333, + "IoU": 0.2301737798539357, + "TN": 1145910.9333333333, + "TP": 1972.4666666666667, + "n_pred": 3043.3, + "n_ref": 3708.366666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 911, + "IoU": 0.0, + "TN": 1225713, + "TP": 0, + "n_pred": 911, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.06549596582819174, + "FN": 1964, + "FP": 5, + "IoU": 0.033856722276741906, + "TN": 1224586, + "TP": 69, + "n_pred": 74, + "n_ref": 2033 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1327, + "IoU": 0.0, + "TN": 1225297, + "TP": 0, + "n_pred": 1327, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 58, + "IoU": 0.0, + "TN": 1226566, + "TP": 0, + "n_pred": 58, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.978772009693943, + "FN": 5237, + "FP": 2550, + "IoU": 0.9584265403855702, + "TN": 1039317, + "TP": 179520, + "n_pred": 182070, + "n_ref": 184757 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1354, + "IoU": 0.0, + "TN": 874806, + "TP": 0, + "n_pred": 1354, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 258, + "IoU": 0.0, + "TN": 875902, + "TP": 0, + "n_pred": 258, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5, + "FN": 80, + "FP": 0, + "IoU": 0.3333333333333333, + "TN": 876040, + "TP": 40, + "n_pred": 40, + "n_ref": 120 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 141, + "IoU": 0.0, + "TN": 876019, + "TP": 0, + "n_pred": 141, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 3759, + "IoU": 0.0, + "TN": 872401, + "TP": 0, + "n_pred": 3759, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 317, + "IoU": 0.0, + "TN": 875843, + "TP": 0, + "n_pred": 317, + "n_ref": 0 + }, + "8": { + "Dice": 0.8993010267215144, + "FN": 2519, + "FP": 492, + "IoU": 0.8170272241127856, + "TN": 859704, + "TP": 13445, + "n_pred": 13937, + "n_ref": 15964 + }, + "9": { + "Dice": 0.0, + "FN": 16234, + "FP": 3525, + "IoU": 0.0, + "TN": 856401, + "TP": 0, + "n_pred": 3525, + "n_ref": 16234 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9650410099710518, + "FN": 1708, + "FP": 1770, + "IoU": 0.9324437192859779, + "TN": 999909, + "TP": 48005, + "n_pred": 49775, + "n_ref": 49713 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 76, + "IoU": 0.0, + "TN": 1051316, + "TP": 0, + "n_pred": 76, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 775, + "IoU": 0.0, + "TN": 1050617, + "TP": 0, + "n_pred": 775, + "n_ref": 0 + }, + "7": { + "Dice": 0.8520802466663997, + "FN": 6983, + "FP": 405, + "IoU": 0.742282066487599, + "TN": 1022725, + "TP": 21279, + "n_pred": 21684, + "n_ref": 28262 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 81, + "FP": 0, + "IoU": 0.0, + "TN": 1051311, + "TP": 0, + "n_pred": 0, + "n_ref": 81 + }, + "14": { + "Dice": 0.7691052874215397, + "FN": 5768, + "FP": 743, + "IoU": 0.6248343416882742, + "TN": 1034037, + "TP": 10844, + "n_pred": 11587, + "n_ref": 16612 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.052217550522175506, + "FN": 13972, + "FP": 4, + "IoU": 0.026808718055845695, + "TN": 1037031, + "TP": 385, + "n_pred": 389, + "n_ref": 14357 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 10113, + "IoU": 0.0, + "TN": 1041279, + "TP": 0, + "n_pred": 10113, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.2975369458128079, + "FN": 713, + "FP": 0, + "IoU": 0.17476851851851852, + "TN": 1050528, + "TP": 151, + "n_pred": 151, + "n_ref": 864 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1576, + "IoU": 0.0, + "TN": 1049816, + "TP": 0, + "n_pred": 1576, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 263, + "IoU": 0.0, + "TN": 1051129, + "TP": 0, + "n_pred": 263, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.2240899770590982, + "FN": 38156, + "FP": 63, + "IoU": 0.12618318167268736, + "TN": 1007654, + "TP": 5519, + "n_pred": 5582, + "n_ref": 43675 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 24646, + "IoU": 0.0, + "TN": 1026746, + "TP": 0, + "n_pred": 24646, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9576692589038148, + "FN": 16286, + "FP": 1225, + "IoU": 0.918776757842396, + "TN": 835801, + "TP": 198080, + "n_pred": 199305, + "n_ref": 214366 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.40239089797142924, + "FN": 25836, + "FP": 59, + "IoU": 0.25187068442492705, + "TN": 1367243, + "TP": 8718, + "n_pred": 8777, + "n_ref": 34554 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 99, + "IoU": 0.0, + "TN": 1401757, + "TP": 0, + "n_pred": 99, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.7053140096618358, + "FN": 60, + "FP": 1, + "IoU": 0.5447761194029851, + "TN": 1401722, + "TP": 73, + "n_pred": 74, + "n_ref": 133 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1181, + "IoU": 0.0, + "TN": 1400675, + "TP": 0, + "n_pred": 1181, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9021023547073702, + "FN": 7761, + "FP": 25757, + "IoU": 0.8216634388235043, + "TN": 1213908, + "TP": 154430, + "n_pred": 180187, + "n_ref": 162191 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 553, + "IoU": 0.0, + "TN": 1401303, + "TP": 0, + "n_pred": 553, + "n_ref": 0 + }, + "8": { + "Dice": 0.47539797395079597, + "FN": 851, + "FP": 599, + "IoU": 0.3118177503559563, + "TN": 1399749, + "TP": 657, + "n_pred": 1256, + "n_ref": 1508 + }, + "9": { + "Dice": 0.3446481665014866, + "FN": 5289, + "FP": 1, + "IoU": 0.20820236491543181, + "TN": 1395175, + "TP": 1391, + "n_pred": 1392, + "n_ref": 6680 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.871087375760273, + "FN": 1488, + "FP": 250, + "IoU": 0.77161629434954, + "TN": 1219014, + "TP": 5872, + "n_pred": 6122, + "n_ref": 7360 + }, + "10": { + "Dice": 0.6383408277507571, + "FN": 3854, + "FP": 87, + "IoU": 0.4687963337377005, + "TN": 1219205, + "TP": 3478, + "n_pred": 3565, + "n_ref": 7332 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3584, + "FP": 0, + "IoU": 0.0, + "TN": 1223040, + "TP": 0, + "n_pred": 0, + "n_ref": 3584 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 340, + "IoU": 0.0, + "TN": 1226284, + "TP": 0, + "n_pred": 340, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8948164328320591, + "FN": 714, + "FP": 1790, + "IoU": 0.8096541239072595, + "TN": 1213469, + "TP": 10651, + "n_pred": 12441, + "n_ref": 11365 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 860, + "FP": 0, + "IoU": 0.0, + "TN": 1225764, + "TP": 0, + "n_pred": 0, + "n_ref": 860 + }, + "6": { + "Dice": 0.9502420431782773, + "FN": 1045, + "FP": 6109, + "IoU": 0.9052010865964354, + "TN": 1151159, + "TP": 68311, + "n_pred": 74420, + "n_ref": 69356 + }, + "7": { + "Dice": 0.9069047512225762, + "FN": 4587, + "FP": 1638, + "IoU": 0.829666721392218, + "TN": 1190078, + "TP": 30321, + "n_pred": 31959, + "n_ref": 34908 + }, + "8": { + "Dice": 0.8263897929957037, + "FN": 370, + "FP": 4964, + "IoU": 0.7041433246436297, + "TN": 1208595, + "TP": 12695, + "n_pred": 17659, + "n_ref": 13065 + }, + "9": { + "Dice": 0.476158940397351, + "FN": 758, + "FP": 824, + "IoU": 0.3124728378965667, + "TN": 1224323, + "TP": 719, + "n_pred": 1543, + "n_ref": 1477 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.06743491250533504, + "FN": 33, + "FP": 6522, + "IoU": 0.03489399293286219, + "TN": 869368, + "TP": 237, + "n_pred": 6759, + "n_ref": 270 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.5495949480130127, + "FN": 1066, + "FP": 5995, + "IoU": 0.37892514733046, + "TN": 1040023, + "TP": 4308, + "n_pred": 10303, + "n_ref": 5374 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 3658, + "IoU": 0.0, + "TN": 1047734, + "TP": 0, + "n_pred": 3658, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8765919091769925, + "FN": 19149, + "FP": 5222, + "IoU": 0.7802969520495461, + "TN": 940465, + "TP": 86556, + "n_pred": 91778, + "n_ref": 105705 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 628, + "FP": 0, + "IoU": 0.0, + "TN": 1050764, + "TP": 0, + "n_pred": 0, + "n_ref": 628 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7454289732770746, + "FN": 160, + "FP": 21, + "IoU": 0.594170403587444, + "TN": 1050946, + "TP": 265, + "n_pred": 286, + "n_ref": 425 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 366, + "FP": 0, + "IoU": 0.0, + "TN": 1051026, + "TP": 0, + "n_pred": 0, + "n_ref": 366 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 501, + "IoU": 0.0, + "TN": 1050891, + "TP": 0, + "n_pred": 501, + "n_ref": 0 + }, + "3": { + "Dice": 0.9478485244948394, + "FN": 1420, + "FP": 1450, + "IoU": 0.9008669821422404, + "TN": 1022441, + "TP": 26081, + "n_pred": 27531, + "n_ref": 27501 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 115, + "IoU": 0.0, + "TN": 1051277, + "TP": 0, + "n_pred": 115, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 107, + "IoU": 0.0, + "TN": 1051285, + "TP": 0, + "n_pred": 107, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 1051390, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.810640053119781, + "FN": 9101, + "FP": 310, + "IoU": 0.681576721366943, + "TN": 1372301, + "TP": 20144, + "n_pred": 20454, + "n_ref": 29245 + }, + "10": { + "Dice": 0.6289385671536701, + "FN": 954, + "FP": 3262, + "IoU": 0.45872384131467453, + "TN": 1394067, + "TP": 3573, + "n_pred": 6835, + "n_ref": 4527 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3776, + "FP": 0, + "IoU": 0.0, + "TN": 1398080, + "TP": 0, + "n_pred": 0, + "n_ref": 3776 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 12803, + "IoU": 0.0, + "TN": 1389053, + "TP": 0, + "n_pred": 12803, + "n_ref": 0 + }, + "3": { + "Dice": 0.3694357146207608, + "FN": 12904, + "FP": 539, + "IoU": 0.22656924227604855, + "TN": 1384475, + "TP": 3938, + "n_pred": 4477, + "n_ref": 16842 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 210, + "IoU": 0.0, + "TN": 1401646, + "TP": 0, + "n_pred": 210, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 4329, + "FP": 0, + "IoU": 0.0, + "TN": 1397527, + "TP": 0, + "n_pred": 0, + "n_ref": 4329 + }, + "6": { + "Dice": 0.5783903276400776, + "FN": 12238, + "FP": 21901, + "IoU": 0.4068559316144277, + "TN": 1344300, + "TP": 23417, + "n_pred": 45318, + "n_ref": 35655 + }, + "7": { + "Dice": 0.13643926788685523, + "FN": 518, + "FP": 1, + "IoU": 0.07321428571428572, + "TN": 1401296, + "TP": 41, + "n_pred": 42, + "n_ref": 559 + }, + "8": { + "Dice": 0.9647812930833826, + "FN": 589, + "FP": 1378, + "IoU": 0.9319589055311495, + "TN": 1372947, + "TP": 26942, + "n_pred": 28320, + "n_ref": 27531 + }, + "9": { + "Dice": 0.4967004528790166, + "FN": 9863, + "FP": 1806, + "IoU": 0.3304068399609801, + "TN": 1384429, + "TP": 5758, + "n_pred": 7564, + "n_ref": 15621 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 1685, + "FP": 0, + "IoU": 0.0, + "TN": 1224939, + "TP": 0, + "n_pred": 0, + "n_ref": 1685 + }, + "10": { + "Dice": 0.5046554105225642, + "FN": 10062, + "FP": 1057, + "IoU": 0.33748435917297265, + "TN": 1209841, + "TP": 5664, + "n_pred": 6721, + "n_ref": 15726 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 467, + "FP": 0, + "IoU": 0.0, + "TN": 1226157, + "TP": 0, + "n_pred": 0, + "n_ref": 467 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 333, + "IoU": 0.0, + "TN": 1226291, + "TP": 0, + "n_pred": 333, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 3223, + "IoU": 0.0, + "TN": 1223401, + "TP": 0, + "n_pred": 3223, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.1404402857262208, + "FN": 705, + "FP": 19872, + "IoU": 0.0755234073142241, + "TN": 1204366, + "TP": 1681, + "n_pred": 21553, + "n_ref": 2386 + }, + "3": { + "Dice": 0.14069649211997967, + "FN": 25077, + "FP": 1967, + "IoU": 0.07567161118326611, + "TN": 1197366, + "TP": 2214, + "n_pred": 4181, + "n_ref": 27291 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 118, + "FP": 0, + "IoU": 0.0, + "TN": 1226506, + "TP": 0, + "n_pred": 0, + "n_ref": 118 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 897, + "IoU": 0.0, + "TN": 1225727, + "TP": 0, + "n_pred": 897, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1226623, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9099437148217636, + "FN": 1202, + "FP": 1294, + "IoU": 0.8347676419965576, + "TN": 1211518, + "TP": 12610, + "n_pred": 13904, + "n_ref": 13812 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3266, + "FP": 0, + "IoU": 0.0, + "TN": 1223358, + "TP": 0, + "n_pred": 0, + "n_ref": 3266 + }, + "13": { + "Dice": 0.0, + "FN": 67, + "FP": 646, + "IoU": 0.0, + "TN": 1225911, + "TP": 0, + "n_pred": 646, + "n_ref": 67 + }, + "14": { + "Dice": 0.8860812300724098, + "FN": 2753, + "FP": 1070, + "IoU": 0.7954630570862982, + "TN": 1207933, + "TP": 14868, + "n_pred": 15938, + "n_ref": 17621 + }, + "15": { + "Dice": 0.6530584097648438, + "FN": 376, + "FP": 4655, + "IoU": 0.4848453819373336, + "TN": 1216858, + "TP": 4735, + "n_pred": 9390, + "n_ref": 5111 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 44, + "IoU": 0.0, + "TN": 1226580, + "TP": 0, + "n_pred": 44, + "n_ref": 0 + }, + "3": { + "Dice": 0.950626719657597, + "FN": 945, + "FP": 993, + "IoU": 0.9058994901675164, + "TN": 1206029, + "TP": 18657, + "n_pred": 19650, + "n_ref": 19602 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 9341, + "FP": 0, + "IoU": 0.0, + "TN": 1217283, + "TP": 0, + "n_pred": 0, + "n_ref": 9341 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9161048607556335, + "FN": 3853, + "FP": 3850, + "IoU": 0.8451969453376206, + "TN": 1176864, + "TP": 42057, + "n_pred": 45907, + "n_ref": 45910 + }, + "9": { + "Dice": 0.026016260162601626, + "FN": 262, + "FP": 9921, + "IoU": 0.013179571663920923, + "TN": 1216305, + "TP": 136, + "n_pred": 10057, + "n_ref": 398 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 1051389, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1200, + "IoU": 0.0, + "TN": 1050192, + "TP": 0, + "n_pred": 1200, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1719, + "IoU": 0.0, + "TN": 1049673, + "TP": 0, + "n_pred": 1719, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9779167865743756, + "FN": 1609, + "FP": 1307, + "IoU": 0.9567878365762215, + "TN": 983911, + "TP": 64565, + "n_pred": 65872, + "n_ref": 66174 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 47956, + "IoU": 0.0, + "TN": 1003436, + "TP": 0, + "n_pred": 47956, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 1051379, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 380, + "IoU": 0.0, + "TN": 1226244, + "TP": 0, + "n_pred": 380, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1495, + "IoU": 0.0, + "TN": 1225129, + "TP": 0, + "n_pred": 1495, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 22093, + "IoU": 0.0, + "TN": 1204531, + "TP": 0, + "n_pred": 22093, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 1226605, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 1226603, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "3": { + "Dice": 0.9249603749550268, + "FN": 3817, + "FP": 3900, + "IoU": 0.8603965411194326, + "TN": 1171346, + "TP": 47561, + "n_pred": 51461, + "n_ref": 51378 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.04364805881001608, + "FN": 57, + "FP": 8269, + "IoU": 0.022310944105213715, + "TN": 1218108, + "TP": 190, + "n_pred": 8459, + "n_ref": 247 + }, + "7": { + "Dice": 0.0, + "FN": 27060, + "FP": 166, + "IoU": 0.0, + "TN": 1199398, + "TP": 0, + "n_pred": 166, + "n_ref": 27060 + }, + "8": { + "Dice": 0.8637015781922525, + "FN": 173, + "FP": 17, + "IoU": 0.76010101010101, + "TN": 1225832, + "TP": 602, + "n_pred": 619, + "n_ref": 775 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 437, + "IoU": 0.0, + "TN": 1226187, + "TP": 0, + "n_pred": 437, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 31, + "FP": 0, + "IoU": 0.0, + "TN": 1226593, + "TP": 0, + "n_pred": 0, + "n_ref": 31 + }, + "10": { + "Dice": 0.4511256354393609, + "FN": 857, + "FP": 2922, + "IoU": 0.2912603150787697, + "TN": 1221292, + "TP": 1553, + "n_pred": 4475, + "n_ref": 2410 + }, + "11": { + "Dice": 0.0, + "FN": 3880, + "FP": 0, + "IoU": 0.0, + "TN": 1222744, + "TP": 0, + "n_pred": 0, + "n_ref": 3880 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8246811035301097, + "FN": 3232, + "FP": 2678, + "IoU": 0.701665825340737, + "TN": 1206814, + "TP": 13900, + "n_pred": 16578, + "n_ref": 17132 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9683165425609578, + "FN": 316, + "FP": 552, + "IoU": 0.9385791112369092, + "TN": 1212492, + "TP": 13264, + "n_pred": 13816, + "n_ref": 13580 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 34, + "IoU": 0.0, + "TN": 1226590, + "TP": 0, + "n_pred": 34, + "n_ref": 0 + }, + "4": { + "Dice": 0.8539774174378131, + "FN": 2295, + "FP": 1145, + "IoU": 0.745166308615453, + "TN": 1213125, + "TP": 10059, + "n_pred": 11204, + "n_ref": 12354 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9595610323805842, + "FN": 2623, + "FP": 7002, + "IoU": 0.9222655650586744, + "TN": 1102805, + "TP": 114194, + "n_pred": 121196, + "n_ref": 116817 + }, + "7": { + "Dice": 0.0, + "FN": 1, + "FP": 6977, + "IoU": 0.0, + "TN": 1219646, + "TP": 0, + "n_pred": 6977, + "n_ref": 1 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 51, + "IoU": 0.0, + "TN": 1226573, + "TP": 0, + "n_pred": 51, + "n_ref": 0 + }, + "9": { + "Dice": 0.8412570507655117, + "FN": 3366, + "FP": 1362, + "IoU": 0.7260083449235049, + "TN": 1209368, + "TP": 12528, + "n_pred": 13890, + "n_ref": 15894 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9108236895847516, + "FN": 78, + "FP": 53, + "IoU": 0.83625, + "TN": 1225824, + "TP": 669, + "n_pred": 722, + "n_ref": 747 + }, + "10": { + "Dice": 0.011724501986497375, + "FN": 29048, + "FP": 6523, + "IoU": 0.005896819629981555, + "TN": 1190842, + "TP": 211, + "n_pred": 6734, + "n_ref": 29259 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.043123644251626896, + "FN": 17688, + "FP": 4368, + "IoU": 0.02203697955926041, + "TN": 1204071, + "TP": 497, + "n_pred": 4865, + "n_ref": 18185 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 8980, + "IoU": 0.0, + "TN": 1217644, + "TP": 0, + "n_pred": 8980, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 852, + "IoU": 0.0, + "TN": 1225772, + "TP": 0, + "n_pred": 852, + "n_ref": 0 + }, + "2": { + "Dice": 0.7878044450183191, + "FN": 13039, + "FP": 108, + "IoU": 0.6498988069876438, + "TN": 1189072, + "TP": 24405, + "n_pred": 24513, + "n_ref": 37444 + }, + "3": { + "Dice": 0.1532314107018763, + "FN": 162, + "FP": 9586, + "IoU": 0.08297271872060206, + "TN": 1215994, + "TP": 882, + "n_pred": 10468, + "n_ref": 1044 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 154, + "IoU": 0.0, + "TN": 1226470, + "TP": 0, + "n_pred": 154, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6744230185241421, + "FN": 8570, + "FP": 8584, + "IoU": 0.5087769536954841, + "TN": 1191703, + "TP": 17767, + "n_pred": 26351, + "n_ref": 26337 + }, + "7": { + "Dice": 0.5652768284347232, + "FN": 3007, + "FP": 809, + "IoU": 0.39399714149595044, + "TN": 1220327, + "TP": 2481, + "n_pred": 3290, + "n_ref": 5488 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 51, + "IoU": 0.0, + "TN": 1226573, + "TP": 0, + "n_pred": 51, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 711, + "IoU": 0.0, + "TN": 1225913, + "TP": 0, + "n_pred": 711, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4771, + "IoU": 0.0, + "TN": 1046621, + "TP": 0, + "n_pred": 4771, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8367825901429485, + "FN": 677, + "FP": 88, + "IoU": 0.719369038884813, + "TN": 1048666, + "TP": 1961, + "n_pred": 2049, + "n_ref": 2638 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9764413098434995, + "FN": 6148, + "FP": 1037, + "IoU": 0.953967094641347, + "TN": 895308, + "TP": 148899, + "n_pred": 149936, + "n_ref": 155047 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 280, + "IoU": 0.0, + "TN": 1051112, + "TP": 0, + "n_pred": 280, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 72, + "IoU": 0.0, + "TN": 1577016, + "TP": 0, + "n_pred": 72, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 1577080, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 12378, + "FP": 2269, + "IoU": 0.0, + "TN": 1562441, + "TP": 0, + "n_pred": 2269, + "n_ref": 12378 + }, + "15": { + "Dice": 0.0, + "FN": 3998, + "FP": 332, + "IoU": 0.0, + "TN": 1572758, + "TP": 0, + "n_pred": 332, + "n_ref": 3998 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4087, + "IoU": 0.0, + "TN": 1573001, + "TP": 0, + "n_pred": 4087, + "n_ref": 0 + }, + "3": { + "Dice": 0.2673810435004465, + "FN": 5737, + "FP": 6, + "IoU": 0.15432189662788987, + "TN": 1570297, + "TP": 1048, + "n_pred": 1054, + "n_ref": 6785 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 716, + "IoU": 0.0, + "TN": 1576372, + "TP": 0, + "n_pred": 716, + "n_ref": 0 + }, + "8": { + "Dice": 0.15982721382289417, + "FN": 389, + "FP": 0, + "IoU": 0.08685446009389672, + "TN": 1576662, + "TP": 37, + "n_pred": 37, + "n_ref": 426 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 219, + "IoU": 0.0, + "TN": 1576869, + "TP": 0, + "n_pred": 219, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6450477626948216, + "FN": 1412, + "FP": 0, + "IoU": 0.47606679035250465, + "TN": 1048697, + "TP": 1283, + "n_pred": 1283, + "n_ref": 2695 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1065, + "IoU": 0.0, + "TN": 1050327, + "TP": 0, + "n_pred": 1065, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 32, + "IoU": 0.0, + "TN": 1051360, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9723961048008793, + "FN": 3209, + "FP": 2140, + "IoU": 0.9462752227233008, + "TN": 776597, + "TP": 94214, + "n_pred": 96354, + "n_ref": 97423 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1041, + "IoU": 0.0, + "TN": 875119, + "TP": 0, + "n_pred": 1041, + "n_ref": 0 + }, + "3": { + "Dice": 0.9256225160191418, + "FN": 1742, + "FP": 92, + "IoU": 0.8615431073531632, + "TN": 862914, + "TP": 11412, + "n_pred": 11504, + "n_ref": 13154 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 3636, + "IoU": 0.0, + "TN": 872524, + "TP": 0, + "n_pred": 3636, + "n_ref": 0 + }, + "7": { + "Dice": 0.7673650926022447, + "FN": 6580, + "FP": 115, + "IoU": 0.6225404521621469, + "TN": 858423, + "TP": 11042, + "n_pred": 11157, + "n_ref": 17622 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8265571158045055, + "FN": 7303, + "FP": 9458, + "IoU": 0.7043863207463976, + "TN": 1520389, + "TP": 39938, + "n_pred": 49396, + "n_ref": 47241 + }, + "10": { + "Dice": 0.5113039399624766, + "FN": 14834, + "FP": 6004, + "IoU": 0.3434575758530515, + "TN": 1545349, + "TP": 10901, + "n_pred": 16905, + "n_ref": 25735 + }, + "11": { + "Dice": 0.0, + "FN": 1130, + "FP": 0, + "IoU": 0.0, + "TN": 1575958, + "TP": 0, + "n_pred": 0, + "n_ref": 1130 + }, + "12": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 1577082, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "13": { + "Dice": 0.4621334645946136, + "FN": 4606, + "FP": 10692, + "IoU": 0.3005029721079104, + "TN": 1555218, + "TP": 6572, + "n_pred": 17264, + "n_ref": 11178 + }, + "14": { + "Dice": 0.8951244660480189, + "FN": 236, + "FP": 4036, + "IoU": 0.8101586455139315, + "TN": 1554585, + "TP": 18231, + "n_pred": 22267, + "n_ref": 18467 + }, + "15": { + "Dice": 0.6791953414505029, + "FN": 2327, + "FP": 6157, + "IoU": 0.5142284569138277, + "TN": 1559623, + "TP": 8981, + "n_pred": 15138, + "n_ref": 11308 + }, + "2": { + "Dice": 0.0, + "FN": 359, + "FP": 30, + "IoU": 0.0, + "TN": 1576699, + "TP": 0, + "n_pred": 30, + "n_ref": 359 + }, + "3": { + "Dice": 0.9560514278650019, + "FN": 1698, + "FP": 1146, + "IoU": 0.9158031855053586, + "TN": 1543310, + "TP": 30934, + "n_pred": 32080, + "n_ref": 32632 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 7900, + "FP": 0, + "IoU": 0.0, + "TN": 1569188, + "TP": 0, + "n_pred": 0, + "n_ref": 7900 + }, + "6": { + "Dice": 0.36207474658894534, + "FN": 404, + "FP": 24329, + "IoU": 0.22105694129503653, + "TN": 1545336, + "TP": 7019, + "n_pred": 31348, + "n_ref": 7423 + }, + "7": { + "Dice": 0.7180460206299376, + "FN": 1198, + "FP": 6975, + "IoU": 0.5601184068891281, + "TN": 1558508, + "TP": 10407, + "n_pred": 17382, + "n_ref": 11605 + }, + "8": { + "Dice": 0.9567089923516745, + "FN": 314, + "FP": 269, + "IoU": 0.9170106761565836, + "TN": 1570063, + "TP": 6442, + "n_pred": 6711, + "n_ref": 6756 + }, + "9": { + "Dice": 0.848685692223545, + "FN": 3089, + "FP": 1614, + "IoU": 0.7371450927788956, + "TN": 1559196, + "TP": 13189, + "n_pred": 14803, + "n_ref": 16278 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9523988325852093, + "FN": 2678, + "FP": 111, + "IoU": 0.9091234929944607, + "TN": 1195934, + "TP": 27901, + "n_pred": 28012, + "n_ref": 30579 + }, + "10": { + "Dice": 0.54, + "FN": 13, + "FP": 33, + "IoU": 0.3698630136986301, + "TN": 1226551, + "TP": 27, + "n_pred": 60, + "n_ref": 40 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4148651931017731, + "FN": 1989, + "FP": 420, + "IoU": 0.2617223414036163, + "TN": 1223361, + "TP": 854, + "n_pred": 1274, + "n_ref": 2843 + }, + "14": { + "Dice": 0.7988488025490801, + "FN": 1945, + "FP": 12, + "IoU": 0.6650693137087113, + "TN": 1220781, + "TP": 3886, + "n_pred": 3898, + "n_ref": 5831 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.36928008097507486, + "FN": 29811, + "FP": 99, + "IoU": 0.22645218021000363, + "TN": 1187958, + "TP": 8756, + "n_pred": 8855, + "n_ref": 38567 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 32915, + "IoU": 0.0, + "TN": 1193709, + "TP": 0, + "n_pred": 32915, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 7058, + "FP": 0, + "IoU": 0.0, + "TN": 1219566, + "TP": 0, + "n_pred": 0, + "n_ref": 7058 + }, + "6": { + "Dice": 0.8120282444606769, + "FN": 8309, + "FP": 955, + "IoU": 0.6835417093666735, + "TN": 1197350, + "TP": 20010, + "n_pred": 20965, + "n_ref": 28319 + }, + "7": { + "Dice": 0.33377718597425654, + "FN": 2993, + "FP": 9, + "IoU": 0.2003196590303676, + "TN": 1222870, + "TP": 752, + "n_pred": 761, + "n_ref": 3745 + }, + "8": { + "Dice": 0.936529242569511, + "FN": 2027, + "FP": 2276, + "IoU": 0.8806346916696718, + "TN": 1190575, + "TP": 31746, + "n_pred": 34022, + "n_ref": 33773 + }, + "9": { + "Dice": 0.7480876390580998, + "FN": 2302, + "FP": 10311, + "IoU": 0.5975559171692033, + "TN": 1195283, + "TP": 18728, + "n_pred": 29039, + "n_ref": 21030 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.736, + "FN": 2, + "FP": 31, + "IoU": 0.5822784810126582, + "TN": 1226545, + "TP": 46, + "n_pred": 77, + "n_ref": 48 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7852259215219977, + "FN": 5134, + "FP": 646, + "IoU": 0.6463966719686773, + "TN": 1210278, + "TP": 10566, + "n_pred": 11212, + "n_ref": 15700 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 4346, + "IoU": 0.0, + "TN": 1222278, + "TP": 0, + "n_pred": 4346, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.4144144144144144, + "FN": 64, + "FP": 1, + "IoU": 0.26136363636363635, + "TN": 1226536, + "TP": 23, + "n_pred": 24, + "n_ref": 87 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9538192539769611, + "FN": 1065, + "FP": 1629, + "IoU": 0.9117155497296412, + "TN": 1196109, + "TP": 27821, + "n_pred": 29450, + "n_ref": 28886 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 548, + "IoU": 0.0, + "TN": 875612, + "TP": 0, + "n_pred": 548, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 1111, + "FP": 0, + "IoU": 0.0, + "TN": 875049, + "TP": 0, + "n_pred": 0, + "n_ref": 1111 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.51515625, + "FN": 2895, + "FP": 3311, + "IoU": 0.34694307060928126, + "TN": 866657, + "TP": 3297, + "n_pred": 6608, + "n_ref": 6192 + }, + "14": { + "Dice": 0.9000017515895675, + "FN": 4784, + "FP": 925, + "IoU": 0.8181847133757961, + "TN": 844760, + "TP": 25691, + "n_pred": 26616, + "n_ref": 30475 + }, + "15": { + "Dice": 0.8531107135758299, + "FN": 828, + "FP": 650, + "IoU": 0.7438474870017331, + "TN": 870390, + "TP": 4292, + "n_pred": 4942, + "n_ref": 5120 + }, + "2": { + "Dice": 0.5687733805867297, + "FN": 32785, + "FP": 68, + "IoU": 0.3974027403290596, + "TN": 821641, + "TP": 21666, + "n_pred": 21734, + "n_ref": 54451 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 15484, + "IoU": 0.0, + "TN": 860676, + "TP": 0, + "n_pred": 15484, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 515, + "FP": 0, + "IoU": 0.0, + "TN": 875645, + "TP": 0, + "n_pred": 0, + "n_ref": 515 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9673465981569128, + "FN": 2677, + "FP": 62, + "IoU": 0.936758254444701, + "TN": 832850, + "TP": 40571, + "n_pred": 40633, + "n_ref": 43248 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 767, + "IoU": 0.0, + "TN": 875393, + "TP": 0, + "n_pred": 767, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7444193994037664, + "FN": 3288, + "FP": 227, + "IoU": 0.59288858003243, + "TN": 867526, + "TP": 5119, + "n_pred": 5346, + "n_ref": 8407 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 352, + "IoU": 0.0, + "TN": 1051040, + "TP": 0, + "n_pred": 352, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 1051378, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6032802472070359, + "FN": 1650, + "FP": 19, + "IoU": 0.431926480599047, + "TN": 1048454, + "TP": 1269, + "n_pred": 1288, + "n_ref": 2919 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2225, + "IoU": 0.0, + "TN": 1049167, + "TP": 0, + "n_pred": 2225, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 8578, + "FP": 0, + "IoU": 0.0, + "TN": 1042814, + "TP": 0, + "n_pred": 0, + "n_ref": 8578 + }, + "6": { + "Dice": 0.2278738555442523, + "FN": 133, + "FP": 4421, + "IoU": 0.1285878300803674, + "TN": 1046166, + "TP": 672, + "n_pred": 5093, + "n_ref": 805 + }, + "7": { + "Dice": 0.8667918706821383, + "FN": 2980, + "FP": 992, + "IoU": 0.7649008582420834, + "TN": 1034497, + "TP": 12923, + "n_pred": 13915, + "n_ref": 15903 + }, + "8": { + "Dice": 0.9304843476687376, + "FN": 3932, + "FP": 678, + "IoU": 0.8700053576967544, + "TN": 1015929, + "TP": 30853, + "n_pred": 31531, + "n_ref": 34785 + }, + "9": { + "Dice": 0.28314527503526093, + "FN": 6998, + "FP": 1134, + "IoU": 0.1649209283220374, + "TN": 1041654, + "TP": 1606, + "n_pred": 2740, + "n_ref": 8604 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8106834249803614, + "FN": 659, + "FP": 64, + "IoU": 0.6816380449141347, + "TN": 1224353, + "TP": 1548, + "n_pred": 1612, + "n_ref": 2207 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2683863/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset090_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__unc-random__seed-12347/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.2883657053681018, + "FN": 1849.9577777777777, + "FP": 1430.263111111111, + "IoU": 0.23892406987241172, + "TN": 1160253.168, + "TP": 4679.944444444443, + "n_pred": 6110.207555555557, + "n_ref": 6529.902222222222 + }, + "mean": { + "1": { + "Dice": 0.3796855420572878, + "FN": 2521.4466666666667, + "FP": 708.8066666666666, + "IoU": 0.33861635283211966, + "TN": 1158940.9066666667, + "TP": 6042.173333333334, + "n_pred": 6750.9800000000005, + "n_ref": 8563.62 + }, + "10": { + "Dice": 0.27183671487464234, + "FN": 1595.7133333333336, + "FP": 1678.5066666666667, + "IoU": 0.193125992280115, + "TN": 1163616.9266666665, + "TP": 1322.1866666666667, + "n_pred": 3000.6933333333336, + "n_ref": 2917.9 + }, + "11": { + "Dice": 0.0, + "FN": 213.66, + "FP": 0.0, + "IoU": 0.0, + "TN": 1167999.6733333333, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 213.66 + }, + "12": { + "Dice": 0.0, + "FN": 306.59333333333336, + "FP": 0.0, + "IoU": 0.0, + "TN": 1167906.74, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 306.59333333333336 + }, + "13": { + "Dice": 0.1310760351606182, + "FN": 2109.1400000000003, + "FP": 988.9133333333333, + "IoU": 0.088170310757652, + "TN": 1164425.4333333333, + "TP": 689.8466666666666, + "n_pred": 1678.7600000000002, + "n_ref": 2798.9866666666667 + }, + "14": { + "Dice": 0.3273955902029006, + "FN": 1532.4666666666667, + "FP": 1271.54, + "IoU": 0.2730721351864312, + "TN": 1162863.8466666667, + "TP": 2545.4800000000005, + "n_pred": 3817.0199999999995, + "n_ref": 4077.9466666666667 + }, + "15": { + "Dice": 0.22802217371367317, + "FN": 955.7666666666667, + "FP": 422.21999999999997, + "IoU": 0.17309549536300425, + "TN": 1166207.6266666667, + "TP": 627.72, + "n_pred": 1049.94, + "n_ref": 1583.486666666667 + }, + "2": { + "Dice": 0.3313633405188578, + "FN": 2258.8933333333334, + "FP": 1227.3600000000001, + "IoU": 0.2841883083139926, + "TN": 1161025.8066666666, + "TP": 3701.273333333333, + "n_pred": 4928.633333333333, + "n_ref": 5960.166666666667 + }, + "3": { + "Dice": 0.2789580470062123, + "FN": 2394.6066666666666, + "FP": 2280.6600000000003, + "IoU": 0.24074055147208603, + "TN": 1159540.0133333332, + "TP": 3998.0533333333333, + "n_pred": 6278.713333333333, + "n_ref": 6392.660000000001 + }, + "4": { + "Dice": 0.27622535937656234, + "FN": 885.8333333333334, + "FP": 466.5866666666666, + "IoU": 0.22113413680666838, + "TN": 1166106.6866666668, + "TP": 754.2266666666667, + "n_pred": 1220.8133333333333, + "n_ref": 1640.0600000000002 + }, + "5": { + "Dice": 0.10301606098853489, + "FN": 486.0666666666666, + "FP": 9.426666666666666, + "IoU": 0.06386375948343839, + "TN": 1167690.8466666667, + "TP": 26.993333333333332, + "n_pred": 36.42, + "n_ref": 513.0600000000001 + }, + "6": { + "Dice": 0.6932093122499723, + "FN": 4822.839999999999, + "FP": 8926.16, + "IoU": 0.6220082422419215, + "TN": 1114439.9466666665, + "TP": 40024.386666666665, + "n_pred": 48950.54666666666, + "n_ref": 44847.22666666667 + }, + "7": { + "Dice": 0.2999114447181001, + "FN": 5603.266666666667, + "FP": 2216.413333333333, + "IoU": 0.23676443241589112, + "TN": 1155018.3800000001, + "TP": 5375.2733333333335, + "n_pred": 7591.6866666666665, + "n_ref": 10978.54 + }, + "8": { + "Dice": 0.626633782735088, + "FN": 984.7199999999999, + "FP": 500.2466666666667, + "IoU": 0.5494430589335331, + "TN": 1163558.6266666667, + "TP": 3169.7400000000002, + "n_pred": 3669.9866666666667, + "n_ref": 4154.46 + }, + "9": { + "Dice": 0.3781521769190774, + "FN": 1078.3533333333332, + "FP": 757.1066666666666, + "IoU": 0.2996382719993228, + "TN": 1164456.06, + "TP": 1921.8133333333335, + "n_pred": 2678.9199999999996, + "n_ref": 3000.166666666667 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/loop_000/summary.json b/nnActive_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/loop_000/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b03160e98d8204dd4d4166b7d4d7d93f11667975 --- /dev/null +++ b/nnActive_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/loop_000/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.7207926600088617, + "FN": 31961.664, + "FP": 24424.42666666667, + "IoU": 0.6090184311591156, + "TN": 96245945.88266668, + "TP": 154628.86666666667, + "n_pred": 179053.29333333336, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.8826118280770227, + "FN": 18397.16, + "FP": 20007.78, + "IoU": 0.8143405833259062, + "TN": 96242664.92, + "TP": 175890.98, + "n_pred": 195898.76, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.671389409240686, + "FN": 25529.66, + "FP": 14433.5, + "IoU": 0.5377855351050284, + "TN": 96368304.78, + "TP": 48692.9, + "n_pred": 63126.4, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.5917670733971817, + "FN": 1853.04, + "FP": 329.48, + "IoU": 0.43994971766754837, + "TN": 96452930.98, + "TP": 1847.34, + "n_pred": 2176.82, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.6324050160458285, + "FN": 1990.98, + "FP": 481.86, + "IoU": 0.4809228872047278, + "TN": 96452242.32, + "TP": 2245.68, + "n_pred": 2727.54, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.5770258964620519, + "FN": 29032.5, + "FP": 10190.54, + "IoU": 0.4281726815532363, + "TN": 96388912.16, + "TP": 28825.64, + "n_pred": 39016.18, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.6691667673039768, + "FN": 26094.72, + "FP": 67730.72, + "IoU": 0.5725190231360674, + "TN": 96250871.98, + "TP": 112263.42, + "n_pred": 179994.14, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.5072385927996963, + "FN": 22018.7, + "FP": 26985.36, + "IoU": 0.38774099753192387, + "TN": 96375928.44, + "TP": 32028.34, + "n_pred": 59013.7, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.8230630717631405, + "FN": 37202.02, + "FP": 8482.44, + "IoU": 0.7331146307205243, + "TN": 96291636.7, + "TP": 119639.68, + "n_pred": 128122.12, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.8604895254011921, + "FN": 12322.8, + "FP": 40853.76, + "IoU": 0.7659176584526208, + "TN": 96252704.5, + "TP": 151079.78, + "n_pred": 191933.54, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.6838083496157992, + "FN": 7462.36, + "FP": 5052.26, + "IoU": 0.5824610317895814, + "TN": 96425331.08, + "TP": 19115.14, + "n_pred": 24167.4, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.5914295914068286, + "FN": 10313.84, + "FP": 1312.92, + "IoU": 0.4521295077076048, + "TN": 96438495.76, + "TP": 6838.32, + "n_pred": 8151.24, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9285700013093482, + "FN": 87457.86, + "FP": 117023.28, + "IoU": 0.8714850427049964, + "TN": 94980713.94, + "TP": 1271765.76, + "n_pred": 1388789.04, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.6699057381415962, + "FN": 155386.14, + "FP": 34154.04, + "IoU": 0.5356408720345915, + "TN": 96083882.14, + "TP": 183538.52, + "n_pred": 217692.56, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.8717523651074027, + "FN": 32375.12, + "FP": 9551.48, + "IoU": 0.7850285435724768, + "TN": 96315040.18, + "TP": 99994.06, + "n_pred": 109545.54, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.8512666740611727, + "FN": 11988.06, + "FP": 9776.98, + "IoU": 0.7480677548798984, + "TN": 96369528.36, + "TP": 65667.44, + "n_pred": 75444.42, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9063576047703031, + "FN": 6354, + "FP": 11486, + "IoU": 0.8287513438795884, + "TN": 119489144, + "TP": 86336, + "n_pred": 97822, + "n_ref": 92690 + }, + "10": { + "Dice": 0.692401992748898, + "FN": 22243, + "FP": 24929, + "IoU": 0.5295220617569616, + "TN": 119493056, + "TP": 53092, + "n_pred": 78021, + "n_ref": 75335 + }, + "11": { + "Dice": 0.6253302800775057, + "FN": 1771, + "FP": 356, + "IoU": 0.4548949256791389, + "TN": 119589418, + "TP": 1775, + "n_pred": 2131, + "n_ref": 3546 + }, + "12": { + "Dice": 0.7271939328277356, + "FN": 1109, + "FP": 1409, + "IoU": 0.571331290432414, + "TN": 119587446, + "TP": 3356, + "n_pred": 4765, + "n_ref": 4465 + }, + "13": { + "Dice": 0.42814193599430356, + "FN": 31111, + "FP": 26713, + "IoU": 0.27237951428211904, + "TN": 119513850, + "TP": 21646, + "n_pred": 48359, + "n_ref": 52757 + }, + "14": { + "Dice": 0.3487253487253487, + "FN": 191660, + "FP": 16856, + "IoU": 0.21118555199533937, + "TN": 119328979, + "TP": 55825, + "n_pred": 72681, + "n_ref": 247485 + }, + "15": { + "Dice": 2.2613690328124646e-05, + "FN": 32861, + "FP": 144019, + "IoU": 1.1306973010255424e-05, + "TN": 119416438, + "TP": 2, + "n_pred": 144021, + "n_ref": 32863 + }, + "2": { + "Dice": 0.951118353356816, + "FN": 5383, + "FP": 8536, + "IoU": 0.9067928268177374, + "TN": 119443986, + "TP": 135415, + "n_pred": 143951, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9401609142671317, + "FN": 8479, + "FP": 12130, + "IoU": 0.8870789225677779, + "TN": 119410812, + "TP": 161899, + "n_pred": 174029, + "n_ref": 170378 + }, + "4": { + "Dice": 0.7625059945439823, + "FN": 29209, + "FP": 1000, + "IoU": 0.6161694450091482, + "TN": 119514616, + "TP": 48495, + "n_pred": 49495, + "n_ref": 77704 + }, + "5": { + "Dice": 0.04971813341684936, + "FN": 62359, + "FP": 10463, + "IoU": 0.025492793769320326, + "TN": 119518593, + "TP": 1905, + "n_pred": 12368, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9620862198445714, + "FN": 41756, + "FP": 48108, + "IoU": 0.9269423320504503, + "TN": 118363278, + "TP": 1140178, + "n_pred": 1188286, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 80232, + "IoU": 0.0, + "TN": 119513088, + "TP": 0, + "n_pred": 80232, + "n_ref": 0 + }, + "8": { + "Dice": 0.62804140228092, + "FN": 137542, + "FP": 38904, + "IoU": 0.4577699380470056, + "TN": 119267912, + "TP": 148962, + "n_pred": 187866, + "n_ref": 286504 + }, + "9": { + "Dice": 0.8418277555924656, + "FN": 16981, + "FP": 5398, + "IoU": 0.7268588585656398, + "TN": 119511388, + "TP": 59553, + "n_pred": 64951, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9330604864686362, + "FN": 16209, + "FP": 8521, + "IoU": 0.874520509021534, + "TN": 72628576, + "TP": 172354, + "n_pred": 180875, + "n_ref": 188563 + }, + "10": { + "Dice": 0.675270721242253, + "FN": 18876, + "FP": 28804, + "IoU": 0.5097424296951314, + "TN": 72728405, + "TP": 49575, + "n_pred": 78379, + "n_ref": 68451 + }, + "11": { + "Dice": 0.6810281517747858, + "FN": 856, + "FP": 447, + "IoU": 0.5163325909428359, + "TN": 72822966, + "TP": 1391, + "n_pred": 1838, + "n_ref": 2247 + }, + "12": { + "Dice": 0.6819661458333334, + "FN": 779, + "FP": 1175, + "IoU": 0.5174117065942208, + "TN": 72821611, + "TP": 2095, + "n_pred": 3270, + "n_ref": 2874 + }, + "13": { + "Dice": 0.6516404595416415, + "FN": 22645, + "FP": 6798, + "IoU": 0.48328390165142765, + "TN": 72768679, + "TP": 27538, + "n_pred": 34336, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8885178491920065, + "FN": 9039, + "FP": 7987, + "IoU": 0.79939911634757, + "TN": 72740785, + "TP": 67849, + "n_pred": 75836, + "n_ref": 76888 + }, + "15": { + "Dice": 0.511040180741091, + "FN": 23028, + "FP": 14197, + "IoU": 0.34321959137584246, + "TN": 72768982, + "TP": 19453, + "n_pred": 33650, + "n_ref": 42481 + }, + "2": { + "Dice": 0.9607247145278974, + "FN": 7201, + "FP": 3317, + "IoU": 0.9244179361885599, + "TN": 72686500, + "TP": 128642, + "n_pred": 131959, + "n_ref": 135843 + }, + "3": { + "Dice": 0.9577954068379464, + "FN": 4179, + "FP": 6658, + "IoU": 0.9190090056425395, + "TN": 72691855, + "TP": 122968, + "n_pred": 129626, + "n_ref": 127147 + }, + "4": { + "Dice": 0.764516585331353, + "FN": 5391, + "FP": 7927, + "IoU": 0.6187995534819819, + "TN": 72790723, + "TP": 21619, + "n_pred": 29546, + "n_ref": 27010 + }, + "5": { + "Dice": 0.5914579787665127, + "FN": 4990, + "FP": 51, + "IoU": 0.4199079401611047, + "TN": 72816970, + "TP": 3649, + "n_pred": 3700, + "n_ref": 8639 + }, + "6": { + "Dice": 0.958211673154979, + "FN": 52785, + "FP": 47956, + "IoU": 0.9197757821465061, + "TN": 71569917, + "TP": 1155002, + "n_pred": 1202958, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.8592620277551601, + "FN": 45761, + "FP": 17501, + "IoU": 0.7532510082611104, + "TN": 72569278, + "TP": 193120, + "n_pred": 210621, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9256776046578021, + "FN": 4694, + "FP": 3897, + "IoU": 0.8616385627546665, + "TN": 72763569, + "TP": 53500, + "n_pred": 57397, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8526466188613938, + "FN": 14430, + "FP": 7537, + "IoU": 0.7431421154790581, + "TN": 72740138, + "TP": 63555, + "n_pred": 71092, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9588324589622382, + "FN": 16231, + "FP": 4705, + "IoU": 0.9209204293927009, + "TN": 71544742, + "TP": 243810, + "n_pred": 248515, + "n_ref": 260041 + }, + "10": { + "Dice": 0.8102444839878551, + "FN": 24735, + "FP": 7576, + "IoU": 0.6810176318439394, + "TN": 71708194, + "TP": 68983, + "n_pred": 76559, + "n_ref": 93718 + }, + "11": { + "Dice": 0.6345589504574486, + "FN": 1531, + "FP": 586, + "IoU": 0.4647281921618205, + "TN": 71805533, + "TP": 1838, + "n_pred": 2424, + "n_ref": 3369 + }, + "12": { + "Dice": 0.49047567214542287, + "FN": 4256, + "FP": 425, + "IoU": 0.3249206807037785, + "TN": 71802554, + "TP": 2253, + "n_pred": 2678, + "n_ref": 6509 + }, + "13": { + "Dice": 0.5944084153039377, + "FN": 35167, + "FP": 4046, + "IoU": 0.42288842774515434, + "TN": 71741541, + "TP": 28734, + "n_pred": 32780, + "n_ref": 63901 + }, + "14": { + "Dice": 0.8373058939779521, + "FN": 142974, + "FP": 4387, + "IoU": 0.7201428902419107, + "TN": 71282930, + "TP": 379197, + "n_pred": 383584, + "n_ref": 522171 + }, + "15": { + "Dice": 0.4128493330417669, + "FN": 133464, + "FP": 788, + "IoU": 0.26011981196025374, + "TN": 71628037, + "TP": 47199, + "n_pred": 47987, + "n_ref": 180663 + }, + "2": { + "Dice": 0.821958985721701, + "FN": 40778, + "FP": 5184, + "IoU": 0.6977337594865117, + "TN": 71657430, + "TP": 106096, + "n_pred": 111280, + "n_ref": 146874 + }, + "3": { + "Dice": 0.873299490872226, + "FN": 9264, + "FP": 41727, + "IoU": 0.7750946092571519, + "TN": 71582766, + "TP": 175731, + "n_pred": 217458, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7492946033443226, + "FN": 1361, + "FP": 7080, + "IoU": 0.599097601519829, + "TN": 71788433, + "TP": 12614, + "n_pred": 19694, + "n_ref": 13975 + }, + "5": { + "Dice": 0.7945339721254355, + "FN": 3046, + "FP": 728, + "IoU": 0.6591093848794147, + "TN": 71798417, + "TP": 7297, + "n_pred": 8025, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9404581863431132, + "FN": 48018, + "FP": 103952, + "IoU": 0.8876083739415906, + "TN": 70457341, + "TP": 1200177, + "n_pred": 1304129, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.8128905484292005, + "FN": 65115, + "FP": 13157, + "IoU": 0.6847646165680616, + "TN": 71561191, + "TP": 170025, + "n_pred": 183182, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9347850700079254, + "FN": 6928, + "FP": 3440, + "IoU": 0.8775553587245349, + "TN": 71724813, + "TP": 74307, + "n_pred": 77747, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8700756696255812, + "FN": 15084, + "FP": 6739, + "IoU": 0.7700300331945835, + "TN": 71714593, + "TP": 73072, + "n_pred": 79811, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.940623221164861, + "FN": 15073, + "FP": 10066, + "IoU": 0.8879024346740391, + "TN": 135221250, + "TP": 199121, + "n_pred": 209187, + "n_ref": 214194 + }, + "10": { + "Dice": 0.8024329236472261, + "FN": 18247, + "FP": 14690, + "IoU": 0.6700525920360632, + "TN": 135345685, + "TP": 66888, + "n_pred": 81578, + "n_ref": 85135 + }, + "11": { + "Dice": 0.6733247422680413, + "FN": 1457, + "FP": 571, + "IoU": 0.5075279261777562, + "TN": 135441392, + "TP": 2090, + "n_pred": 2661, + "n_ref": 3547 + }, + "12": { + "Dice": 0.627378759975445, + "FN": 2953, + "FP": 82, + "IoU": 0.45706618962432916, + "TN": 135439920, + "TP": 2555, + "n_pred": 2637, + "n_ref": 5508 + }, + "13": { + "Dice": 0.7175432403812213, + "FN": 15163, + "FP": 4842, + "IoU": 0.5595067708906749, + "TN": 135400095, + "TP": 25410, + "n_pred": 30252, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8936993442756486, + "FN": 11357, + "FP": 19963, + "IoU": 0.8078268232522181, + "TN": 135282532, + "TP": 131658, + "n_pred": 151621, + "n_ref": 143015 + }, + "15": { + "Dice": 0.4486456430216856, + "FN": 25883, + "FP": 36586, + "IoU": 0.28919610855094724, + "TN": 135357625, + "TP": 25416, + "n_pred": 62002, + "n_ref": 51299 + }, + "2": { + "Dice": 0.8752595731934936, + "FN": 13757, + "FP": 42048, + "IoU": 0.7781880621812732, + "TN": 135193923, + "TP": 195782, + "n_pred": 237830, + "n_ref": 209539 + }, + "3": { + "Dice": 0.8287643556678758, + "FN": 49451, + "FP": 23862, + "IoU": 0.7075983041315853, + "TN": 135194783, + "TP": 177414, + "n_pred": 201276, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8534934185735261, + "FN": 3999, + "FP": 7276, + "IoU": 0.7444295849672462, + "TN": 135401393, + "TP": 32842, + "n_pred": 40118, + "n_ref": 36841 + }, + "5": { + "Dice": 0.48571358617143695, + "FN": 18125, + "FP": 2880, + "IoU": 0.3207541068425818, + "TN": 135414586, + "TP": 9919, + "n_pred": 12799, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9628430764518046, + "FN": 65639, + "FP": 57600, + "IoU": 0.928348502132004, + "TN": 133725532, + "TP": 1596739, + "n_pred": 1654339, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.8439533110793668, + "FN": 27934, + "FP": 35315, + "IoU": 0.7300339330302836, + "TN": 135211225, + "TP": 171036, + "n_pred": 206351, + "n_ref": 198970 + }, + "8": { + "Dice": 0.6431287223971631, + "FN": 143906, + "FP": 17817, + "IoU": 0.47397917032584586, + "TN": 135138064, + "TP": 145723, + "n_pred": 163540, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8596939744779708, + "FN": 18842, + "FP": 7007, + "IoU": 0.7539151378985348, + "TN": 135340469, + "TP": 79192, + "n_pred": 86199, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8537036112082313, + "FN": 42564, + "FP": 30661, + "IoU": 0.7447494553376907, + "TN": 105467130, + "TP": 213650, + "n_pred": 244311, + "n_ref": 256214 + }, + "10": { + "Dice": 0.29416348537919634, + "FN": 41799, + "FP": 47874, + "IoU": 0.1724452975756513, + "TN": 105645646, + "TP": 18686, + "n_pred": 66560, + "n_ref": 60485 + }, + "11": { + "Dice": 0.5727229375298045, + "FN": 1268, + "FP": 524, + "IoU": 0.40126962913464753, + "TN": 105751012, + "TP": 1201, + "n_pred": 1725, + "n_ref": 2469 + }, + "12": { + "Dice": 0.48969849246231156, + "FN": 2455, + "FP": 1607, + "IoU": 0.3242388953585094, + "TN": 105747994, + "TP": 1949, + "n_pred": 3556, + "n_ref": 4404 + }, + "13": { + "Dice": 0.44479685726475776, + "FN": 53275, + "FP": 15694, + "IoU": 0.2860056317031761, + "TN": 105657409, + "TP": 27627, + "n_pred": 43321, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9428431261953045, + "FN": 17205, + "FP": 4582, + "IoU": 0.8918668076214866, + "TN": 105552522, + "TP": 179696, + "n_pred": 184278, + "n_ref": 196901 + }, + "15": { + "Dice": 0.795947728090157, + "FN": 8015, + "FP": 2197, + "IoU": 0.6610574529523051, + "TN": 105723876, + "TP": 19917, + "n_pred": 22114, + "n_ref": 27932 + }, + "2": { + "Dice": 0.8898428304368898, + "FN": 24370, + "FP": 7450, + "IoU": 0.801546713234377, + "TN": 105593665, + "TP": 128520, + "n_pred": 135970, + "n_ref": 152890 + }, + "3": { + "Dice": 0.8770128580768579, + "FN": 8479, + "FP": 37232, + "IoU": 0.7809642918751079, + "TN": 105545313, + "TP": 162981, + "n_pred": 200213, + "n_ref": 171460 + }, + "4": { + "Dice": 0.6850822013553347, + "FN": 18310, + "FP": 2416, + "IoU": 0.5210076265310839, + "TN": 105710735, + "TP": 22544, + "n_pred": 24960, + "n_ref": 40854 + }, + "5": { + "Dice": 0.722287402772346, + "FN": 4054, + "FP": 2337, + "IoU": 0.5652972384709564, + "TN": 105739303, + "TP": 8311, + "n_pred": 10648, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9428837311855152, + "FN": 82648, + "FP": 93502, + "IoU": 0.8919394762914046, + "TN": 104123900, + "TP": 1453955, + "n_pred": 1547457, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.6189197956370124, + "FN": 115744, + "FP": 72220, + "IoU": 0.4481418194843248, + "TN": 105413403, + "TP": 152638, + "n_pred": 224858, + "n_ref": 268382 + }, + "8": { + "Dice": 0.8954195059064959, + "FN": 3583, + "FP": 16292, + "IoU": 0.8106421493902439, + "TN": 105649045, + "TP": 85085, + "n_pred": 101377, + "n_ref": 88668 + }, + "9": { + "Dice": 0.8171135598615635, + "FN": 14484, + "FP": 12519, + "IoU": 0.6907793784210888, + "TN": 105666679, + "TP": 60323, + "n_pred": 72842, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.941451189233225, + "FN": 11148, + "FP": 18965, + "IoU": 0.8893791005738049, + "TN": 96865662, + "TP": 242105, + "n_pred": 261070, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8609950206409329, + "FN": 11420, + "FP": 21242, + "IoU": 0.7559185747593711, + "TN": 97004064, + "TP": 101154, + "n_pred": 122396, + "n_ref": 112574 + }, + "11": { + "Dice": 0.7096059503085931, + "FN": 1319, + "FP": 516, + "IoU": 0.5499141525631592, + "TN": 97133803, + "TP": 2242, + "n_pred": 2758, + "n_ref": 3561 + }, + "12": { + "Dice": 0.7765486725663717, + "FN": 1359, + "FP": 459, + "IoU": 0.6347197106690777, + "TN": 97132903, + "TP": 3159, + "n_pred": 3618, + "n_ref": 4518 + }, + "13": { + "Dice": 0.7155663905049583, + "FN": 13060, + "FP": 16225, + "IoU": 0.5571065606001029, + "TN": 97071758, + "TP": 36837, + "n_pred": 53062, + "n_ref": 49897 + }, + "14": { + "Dice": 0.9423014475257586, + "FN": 17811, + "FP": 12395, + "IoU": 0.8908979267499819, + "TN": 96861020, + "TP": 246654, + "n_pred": 259049, + "n_ref": 264465 + }, + "15": { + "Dice": 0.3262204535318536, + "FN": 12863, + "FP": 26417, + "IoU": 0.19490048986451863, + "TN": 97089091, + "TP": 9509, + "n_pred": 35926, + "n_ref": 22372 + }, + "2": { + "Dice": 0.8912878670668688, + "FN": 22788, + "FP": 5318, + "IoU": 0.8038947537346237, + "TN": 96994559, + "TP": 115215, + "n_pred": 120533, + "n_ref": 138003 + }, + "3": { + "Dice": 0.8978964440463799, + "FN": 10091, + "FP": 23653, + "IoU": 0.8147115025588086, + "TN": 96955764, + "TP": 148372, + "n_pred": 172025, + "n_ref": 158463 + }, + "4": { + "Dice": 0.9165722224253281, + "FN": 2425, + "FP": 2139, + "IoU": 0.8459929137843766, + "TN": 97108245, + "TP": 25071, + "n_pred": 27210, + "n_ref": 27496 + }, + "5": { + "Dice": 0.7845434066886154, + "FN": 3314, + "FP": 2903, + "IoU": 0.6454721715328468, + "TN": 97120344, + "TP": 11319, + "n_pred": 14222, + "n_ref": 14633 + }, + "6": { + "Dice": 0.9445818411916388, + "FN": 49368, + "FP": 120888, + "IoU": 0.8949835032762142, + "TN": 95516649, + "TP": 1450975, + "n_pred": 1571863, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.9241242163048289, + "FN": 21434, + "FP": 16797, + "IoU": 0.8589506616933594, + "TN": 96866833, + "TP": 232816, + "n_pred": 249613, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9300877463054187, + "FN": 7219, + "FP": 10947, + "IoU": 0.8693121731185658, + "TN": 96998877, + "TP": 120837, + "n_pred": 131784, + "n_ref": 128056 + }, + "9": { + "Dice": 0.7870047563709335, + "FN": 6614, + "FP": 26927, + "IoU": 0.6488110819102265, + "TN": 97042373, + "TP": 61966, + "n_pred": 88893, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.968834266749637, + "FN": 5362, + "FP": 5456, + "IoU": 0.9395524264520996, + "TN": 130587827, + "TP": 168147, + "n_pred": 173603, + "n_ref": 173509 + }, + "10": { + "Dice": 0.7661728203537077, + "FN": 17983, + "FP": 18191, + "IoU": 0.6209725583880803, + "TN": 130671353, + "TP": 59265, + "n_pred": 77456, + "n_ref": 77248 + }, + "11": { + "Dice": 0.71822272215973, + "FN": 1495, + "FP": 509, + "IoU": 0.5603334795963142, + "TN": 130762234, + "TP": 2554, + "n_pred": 3063, + "n_ref": 4049 + }, + "12": { + "Dice": 0.775047258979206, + "FN": 1073, + "FP": 236, + "IoU": 0.6327160493827161, + "TN": 130763228, + "TP": 2255, + "n_pred": 2491, + "n_ref": 3328 + }, + "13": { + "Dice": 0.6778121974830591, + "FN": 26358, + "FP": 6924, + "IoU": 0.5126444187374617, + "TN": 130698501, + "TP": 35009, + "n_pred": 41933, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9251021528328353, + "FN": 7738, + "FP": 16824, + "IoU": 0.860641925435884, + "TN": 130590541, + "TP": 151689, + "n_pred": 168513, + "n_ref": 159427 + }, + "15": { + "Dice": 0.5363401856234875, + "FN": 8622, + "FP": 26248, + "IoU": 0.36643773392928525, + "TN": 130711754, + "TP": 20168, + "n_pred": 46416, + "n_ref": 28790 + }, + "2": { + "Dice": 0.9019715144829031, + "FN": 11398, + "FP": 22279, + "IoU": 0.8214463708180902, + "TN": 130578182, + "TP": 154933, + "n_pred": 177212, + "n_ref": 166331 + }, + "3": { + "Dice": 0.9019321418049691, + "FN": 19101, + "FP": 12855, + "IoU": 0.8213810604451499, + "TN": 130587886, + "TP": 146950, + "n_pred": 159805, + "n_ref": 166051 + }, + "4": { + "Dice": 0.7278486055776893, + "FN": 11667, + "FP": 1995, + "IoU": 0.5721399267169835, + "TN": 130734861, + "TP": 18269, + "n_pred": 20264, + "n_ref": 29936 + }, + "5": { + "Dice": 0.4966479807802311, + "FN": 20456, + "FP": 1543, + "IoU": 0.33036040423718493, + "TN": 130733940, + "TP": 10853, + "n_pred": 12396, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9563501620025974, + "FN": 42513, + "FP": 75663, + "IoU": 0.9163515646566674, + "TN": 129354022, + "TP": 1294594, + "n_pred": 1370257, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.8895967160606932, + "FN": 69770, + "FP": 23503, + "IoU": 0.8011474109701187, + "TN": 130297736, + "TP": 375783, + "n_pred": 399286, + "n_ref": 445553 + }, + "8": { + "Dice": 0.8340482330816268, + "FN": 41510, + "FP": 33585, + "IoU": 0.7153368233113346, + "TN": 130502989, + "TP": 188708, + "n_pred": 222293, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8753783194071572, + "FN": 14970, + "FP": 9818, + "IoU": 0.7783758169642458, + "TN": 130654945, + "TP": 87059, + "n_pred": 96877, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.729399398119682, + "FN": 21124, + "FP": 112225, + "IoU": 0.5740587538210427, + "TN": 71922939, + "TP": 179720, + "n_pred": 291945, + "n_ref": 200844 + }, + "10": { + "Dice": 0.40086730838726636, + "FN": 38259, + "FP": 34689, + "IoU": 0.25067795217355576, + "TN": 72138656, + "TP": 24404, + "n_pred": 59093, + "n_ref": 62663 + }, + "11": { + "Dice": 0.28824833702882485, + "FN": 2232, + "FP": 15, + "IoU": 0.16839378238341968, + "TN": 72233306, + "TP": 455, + "n_pred": 470, + "n_ref": 2687 + }, + "12": { + "Dice": 0.6761705101327743, + "FN": 1652, + "FP": 665, + "IoU": 0.510768581081081, + "TN": 72231272, + "TP": 2419, + "n_pred": 3084, + "n_ref": 4071 + }, + "13": { + "Dice": 0.5071698707847463, + "FN": 44690, + "FP": 5350, + "IoU": 0.33973716155591915, + "TN": 72160220, + "TP": 25748, + "n_pred": 31098, + "n_ref": 70438 + }, + "14": { + "Dice": 0.1452029709952643, + "FN": 13105, + "FP": 702037, + "IoU": 0.07828510005387417, + "TN": 71460126, + "TP": 60740, + "n_pred": 762777, + "n_ref": 73845 + }, + "15": { + "Dice": 0.3358522603686474, + "FN": 4383, + "FP": 90272, + "IoU": 0.20181637265153304, + "TN": 72117420, + "TP": 23933, + "n_pred": 114205, + "n_ref": 28316 + }, + "2": { + "Dice": 0.24543552184148573, + "FN": 108529, + "FP": 6859, + "IoU": 0.1398840138944795, + "TN": 72101854, + "TP": 18766, + "n_pred": 25625, + "n_ref": 127295 + }, + "3": { + "Dice": 0.6924930053969287, + "FN": 9716, + "FP": 131077, + "IoU": 0.5296285283790421, + "TN": 71936685, + "TP": 158530, + "n_pred": 289607, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 19992, + "IoU": 0.0, + "TN": 72216016, + "TP": 0, + "n_pred": 19992, + "n_ref": 0 + }, + "5": { + "Dice": 0.8481753643043966, + "FN": 1417, + "FP": 1021, + "IoU": 0.7363754325259516, + "TN": 72226760, + "TP": 6810, + "n_pred": 7831, + "n_ref": 8227 + }, + "6": { + "Dice": 0.8214734396465363, + "FN": 253082, + "FP": 294018, + "IoU": 0.6970343030709126, + "TN": 70430193, + "TP": 1258715, + "n_pred": 1552733, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.5340916171321046, + "FN": 167824, + "FP": 131278, + "IoU": 0.36434174425499266, + "TN": 71765469, + "TP": 171437, + "n_pred": 302715, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9292796461367185, + "FN": 5393, + "FP": 4072, + "IoU": 0.8679013551799696, + "TN": 72164357, + "TP": 62186, + "n_pred": 66258, + "n_ref": 67579 + }, + "9": { + "Dice": 0.5579542472746356, + "FN": 26230, + "FP": 10832, + "IoU": 0.3869185469463376, + "TN": 72175556, + "TP": 23390, + "n_pred": 34222, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6037525341170388, + "FN": 44618, + "FP": 13628, + "IoU": 0.43241083609432857, + "TN": 52450500, + "TP": 44374, + "n_pred": 58002, + "n_ref": 88992 + }, + "10": { + "Dice": 0.006930967563071805, + "FN": 47009, + "FP": 3139, + "IoU": 0.0034775351231047433, + "TN": 52502797, + "TP": 175, + "n_pred": 3314, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0, + "FN": 2042, + "FP": 0, + "IoU": 0.0, + "TN": 52551078, + "TP": 0, + "n_pred": 0, + "n_ref": 2042 + }, + "12": { + "Dice": 0.16981845688350983, + "FN": 3617, + "FP": 773, + "IoU": 0.09278776606736928, + "TN": 52548281, + "TP": 449, + "n_pred": 1222, + "n_ref": 4066 + }, + "13": { + "Dice": 0.21058492556558434, + "FN": 18022, + "FP": 8916, + "IoU": 0.1176836657823196, + "TN": 52522589, + "TP": 3593, + "n_pred": 12509, + "n_ref": 21615 + }, + "14": { + "Dice": 0.40095075391814605, + "FN": 39643, + "FP": 8747, + "IoU": 0.2507432181345225, + "TN": 52488536, + "TP": 16194, + "n_pred": 24941, + "n_ref": 55837 + }, + "15": { + "Dice": 0.0, + "FN": 25269, + "FP": 38891, + "IoU": 0.0, + "TN": 52488960, + "TP": 0, + "n_pred": 38891, + "n_ref": 25269 + }, + "2": { + "Dice": 0.6558287675128444, + "FN": 65890, + "FP": 6726, + "IoU": 0.48790567128813417, + "TN": 52411318, + "TP": 69186, + "n_pred": 75912, + "n_ref": 135076 + }, + "3": { + "Dice": 0.8036920478968376, + "FN": 17447, + "FP": 43933, + "IoU": 0.6718103365307497, + "TN": 52366094, + "TP": 125646, + "n_pred": 169579, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 0, + "IoU": 0.0, + "TN": 52551240, + "TP": 0, + "n_pred": 0, + "n_ref": 1880 + }, + "5": { + "Dice": 0.6246068807776612, + "FN": 3005, + "FP": 934, + "IoU": 0.45412971175166295, + "TN": 52545904, + "TP": 3277, + "n_pred": 4211, + "n_ref": 6282 + }, + "6": { + "Dice": 0.8848171865590193, + "FN": 103585, + "FP": 70654, + "IoU": 0.7934279258024513, + "TN": 51709642, + "TP": 669239, + "n_pred": 739893, + "n_ref": 772824 + }, + "7": { + "Dice": 0.4005881110841734, + "FN": 141842, + "FP": 11448, + "IoU": 0.2504596307307151, + "TN": 52348608, + "TP": 51222, + "n_pred": 62670, + "n_ref": 193064 + }, + "8": { + "Dice": 0.8141182172348873, + "FN": 15857, + "FP": 4087, + "IoU": 0.686508747386787, + "TN": 52489501, + "TP": 43675, + "n_pred": 47762, + "n_ref": 59532 + }, + "9": { + "Dice": 0.7651695098250918, + "FN": 21394, + "FP": 13406, + "IoU": 0.6196555040657515, + "TN": 52461624, + "TP": 56696, + "n_pred": 70102, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9295172471744885, + "FN": 16179, + "FP": 25760, + "IoU": 0.8683159487820348, + "TN": 143818768, + "TP": 276543, + "n_pred": 302303, + "n_ref": 292722 + }, + "10": { + "Dice": 0.6315458541125994, + "FN": 47054, + "FP": 12717, + "IoU": 0.4615031172294497, + "TN": 144026254, + "TP": 51225, + "n_pred": 63942, + "n_ref": 98279 + }, + "11": { + "Dice": 0.606284289276808, + "FN": 3580, + "FP": 367, + "IoU": 0.4350128829086745, + "TN": 144130264, + "TP": 3039, + "n_pred": 3406, + "n_ref": 6619 + }, + "12": { + "Dice": 0.6109984223574487, + "FN": 2935, + "FP": 517, + "IoU": 0.4398831737790037, + "TN": 144131087, + "TP": 2711, + "n_pred": 3228, + "n_ref": 5646 + }, + "13": { + "Dice": 0.5679595107975414, + "FN": 59301, + "FP": 9161, + "IoU": 0.3966085561685851, + "TN": 144023788, + "TP": 45000, + "n_pred": 54161, + "n_ref": 104301 + }, + "14": { + "Dice": 0.9560118680269467, + "FN": 23596, + "FP": 11971, + "IoU": 0.915730589983012, + "TN": 143715187, + "TP": 386496, + "n_pred": 398467, + "n_ref": 410092 + }, + "15": { + "Dice": 0.8180637658687857, + "FN": 1562, + "FP": 7825, + "IoU": 0.6921386638680266, + "TN": 144106759, + "TP": 21104, + "n_pred": 28929, + "n_ref": 22666 + }, + "2": { + "Dice": 0.8143961802627329, + "FN": 40985, + "FP": 3252, + "IoU": 0.6869041468196392, + "TN": 143995961, + "TP": 97052, + "n_pred": 100304, + "n_ref": 138037 + }, + "3": { + "Dice": 0.8772768700384377, + "FN": 8157, + "FP": 38298, + "IoU": 0.7813830913668557, + "TN": 143924755, + "TP": 166040, + "n_pred": 204338, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9278292176051047, + "FN": 3622, + "FP": 3775, + "IoU": 0.8653744653744654, + "TN": 144082305, + "TP": 47548, + "n_pred": 51323, + "n_ref": 51170 + }, + "5": { + "Dice": 0.6135635314853389, + "FN": 16815, + "FP": 2479, + "IoU": 0.4425471670856086, + "TN": 144102639, + "TP": 15317, + "n_pred": 17796, + "n_ref": 32132 + }, + "6": { + "Dice": 0.8798815087765728, + "FN": 51961, + "FP": 304792, + "IoU": 0.7855253847434833, + "TN": 142473869, + "TP": 1306628, + "n_pred": 1611420, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.7084044737346875, + "FN": 99486, + "FP": 23651, + "IoU": 0.5484723811200094, + "TN": 143864538, + "TP": 149575, + "n_pred": 173226, + "n_ref": 249061 + }, + "8": { + "Dice": 0.7565664671567421, + "FN": 64602, + "FP": 41267, + "IoU": 0.608449464465353, + "TN": 143866866, + "TP": 164515, + "n_pred": 205782, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8787374288264121, + "FN": 10273, + "FP": 12962, + "IoU": 0.7837035244177171, + "TN": 144029828, + "TP": 84187, + "n_pred": 97149, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9591934119825944, + "FN": 10992, + "FP": 6282, + "IoU": 0.9215866069888422, + "TN": 111558626, + "TP": 203020, + "n_pred": 209302, + "n_ref": 214012 + }, + "10": { + "Dice": 0.5656761975954651, + "FN": 23300, + "FP": 11561, + "IoU": 0.39438528221253233, + "TN": 111721357, + "TP": 22702, + "n_pred": 34263, + "n_ref": 46002 + }, + "11": { + "Dice": 0.5835921797917047, + "FN": 2198, + "FP": 81, + "IoU": 0.4120227038183695, + "TN": 111775044, + "TP": 1597, + "n_pred": 1678, + "n_ref": 3795 + }, + "12": { + "Dice": 0.6402353600448305, + "FN": 2375, + "FP": 193, + "IoU": 0.47084277766330107, + "TN": 111774067, + "TP": 2285, + "n_pred": 2478, + "n_ref": 4660 + }, + "13": { + "Dice": 0.5791295800797248, + "FN": 26429, + "FP": 12108, + "IoU": 0.4075878925765937, + "TN": 111713869, + "TP": 26514, + "n_pred": 38622, + "n_ref": 52943 + }, + "14": { + "Dice": 0.6254028820162644, + "FN": 10188, + "FP": 87789, + "IoU": 0.4549717686980224, + "TN": 111599155, + "TP": 81788, + "n_pred": 169577, + "n_ref": 91976 + }, + "15": { + "Dice": 0.3236839761289748, + "FN": 7098, + "FP": 8088, + "IoU": 0.19309245483528162, + "TN": 111760100, + "TP": 3634, + "n_pred": 11722, + "n_ref": 10732 + }, + "2": { + "Dice": 0.9530613545348045, + "FN": 11874, + "FP": 7278, + "IoU": 0.9103316213065402, + "TN": 111565333, + "TP": 194435, + "n_pred": 201713, + "n_ref": 206309 + }, + "3": { + "Dice": 0.9100627257175442, + "FN": 3591, + "FP": 8238, + "IoU": 0.8349679813608271, + "TN": 111707243, + "TP": 59848, + "n_pred": 68086, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8809834233563048, + "FN": 2124, + "FP": 2349, + "IoU": 0.78728362183755, + "TN": 111757892, + "TP": 16555, + "n_pred": 18904, + "n_ref": 18679 + }, + "5": { + "Dice": 0.3600961681161141, + "FN": 20350, + "FP": 1209, + "IoU": 0.2195837104072398, + "TN": 111751295, + "TP": 6066, + "n_pred": 7275, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9687468502183306, + "FN": 42966, + "FP": 33932, + "IoU": 0.9393880158556877, + "TN": 110510227, + "TP": 1191795, + "n_pred": 1225727, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.46638665575506666, + "FN": 160886, + "FP": 16470, + "IoU": 0.3041096750398255, + "TN": 111524058, + "TP": 77506, + "n_pred": 93976, + "n_ref": 238392 + }, + "8": { + "Dice": 0.7406557403637956, + "FN": 94584, + "FP": 33336, + "IoU": 0.5881280949958465, + "TN": 111468338, + "TP": 182662, + "n_pred": 215998, + "n_ref": 277246 + }, + "9": { + "Dice": 0.8154257550992291, + "FN": 15235, + "FP": 14238, + "IoU": 0.6883703225942882, + "TN": 111684343, + "TP": 65104, + "n_pred": 79342, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8910666397978639, + "FN": 21695, + "FP": 13442, + "IoU": 0.8035348847611912, + "TN": 198909029, + "TP": 143709, + "n_pred": 157151, + "n_ref": 165404 + }, + "10": { + "Dice": 0.7314622693021732, + "FN": 22939, + "FP": 6569, + "IoU": 0.5766184573002755, + "TN": 199018179, + "TP": 40188, + "n_pred": 46757, + "n_ref": 63127 + }, + "11": { + "Dice": 0.6891891891891891, + "FN": 1630, + "FP": 900, + "IoU": 0.5257731958762887, + "TN": 199082540, + "TP": 2805, + "n_pred": 3705, + "n_ref": 4435 + }, + "12": { + "Dice": 0.7503673469387755, + "FN": 1037, + "FP": 492, + "IoU": 0.6004703423046773, + "TN": 199084048, + "TP": 2298, + "n_pred": 2790, + "n_ref": 3335 + }, + "13": { + "Dice": 0.29435331468742915, + "FN": 27806, + "FP": 9534, + "IoU": 0.1725757844353838, + "TN": 199042747, + "TP": 7788, + "n_pred": 17322, + "n_ref": 35594 + }, + "14": { + "Dice": 0.5317247974036762, + "FN": 19423, + "FP": 29058, + "IoU": 0.362142462437176, + "TN": 199011869, + "TP": 27525, + "n_pred": 56583, + "n_ref": 46948 + }, + "15": { + "Dice": 0.6541774894915812, + "FN": 70944, + "FP": 551, + "IoU": 0.48608006210599713, + "TN": 198948758, + "TP": 67622, + "n_pred": 68173, + "n_ref": 138566 + }, + "2": { + "Dice": 0.8973186512380241, + "FN": 14190, + "FP": 12218, + "IoU": 0.8137606138396005, + "TN": 198946079, + "TP": 115388, + "n_pred": 127606, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9228945000264677, + "FN": 8073, + "FP": 13776, + "IoU": 0.8568283237335116, + "TN": 198935268, + "TP": 130758, + "n_pred": 144534, + "n_ref": 138831 + }, + "4": { + "Dice": 0.7589937472735204, + "FN": 4071, + "FP": 4216, + "IoU": 0.6115954255718036, + "TN": 199066539, + "TP": 13049, + "n_pred": 17265, + "n_ref": 17120 + }, + "5": { + "Dice": 0.400373107555428, + "FN": 14488, + "FP": 2226, + "IoU": 0.2502915582667982, + "TN": 199065581, + "TP": 5580, + "n_pred": 7806, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9255255385370856, + "FN": 65614, + "FP": 109707, + "IoU": 0.8613750924121245, + "TN": 197823160, + "TP": 1089394, + "n_pred": 1199101, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.6848738170347003, + "FN": 69334, + "FP": 10582, + "IoU": 0.520766619892299, + "TN": 198921117, + "TP": 86842, + "n_pred": 97424, + "n_ref": 156176 + }, + "8": { + "Dice": 0.79201847938271, + "FN": 37779, + "FP": 4539, + "IoU": 0.6556544664507624, + "TN": 198964981, + "TP": 80576, + "n_pred": 85115, + "n_ref": 118355 + }, + "9": { + "Dice": 0.8690970985235325, + "FN": 15575, + "FP": 10881, + "IoU": 0.7684984249212461, + "TN": 198973595, + "TP": 87824, + "n_pred": 98705, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.75347694215059, + "FN": 14206, + "FP": 97146, + "IoU": 0.6044628997481538, + "TN": 130793671, + "TP": 170169, + "n_pred": 267315, + "n_ref": 184375 + }, + "10": { + "Dice": 0.750122806234091, + "FN": 15531, + "FP": 29233, + "IoU": 0.6001572074244779, + "TN": 130963238, + "TP": 67190, + "n_pred": 96423, + "n_ref": 82721 + }, + "11": { + "Dice": 0.7097290804751101, + "FN": 1412, + "FP": 763, + "IoU": 0.5500620604054614, + "TN": 131070358, + "TP": 2659, + "n_pred": 3422, + "n_ref": 4071 + }, + "12": { + "Dice": 0.7280960404380792, + "FN": 1178, + "FP": 1404, + "IoU": 0.5724457691670807, + "TN": 131069153, + "TP": 3457, + "n_pred": 4861, + "n_ref": 4635 + }, + "13": { + "Dice": 0.4088628627659746, + "FN": 64813, + "FP": 8475, + "IoU": 0.2569626798333215, + "TN": 130976559, + "TP": 25345, + "n_pred": 33820, + "n_ref": 90158 + }, + "14": { + "Dice": 0.0701873138767884, + "FN": 36497, + "FP": 496480, + "IoU": 0.036370013722827804, + "TN": 130522099, + "TP": 20116, + "n_pred": 516596, + "n_ref": 56613 + }, + "15": { + "Dice": 0.5024845681665778, + "FN": 12967, + "FP": 15968, + "IoU": 0.3355455025604519, + "TN": 131031645, + "TP": 14612, + "n_pred": 30580, + "n_ref": 27579 + }, + "2": { + "Dice": 0.682535244087149, + "FN": 72383, + "FP": 9361, + "IoU": 0.5180671748704434, + "TN": 130905575, + "TP": 87873, + "n_pred": 97234, + "n_ref": 160256 + }, + "3": { + "Dice": 0.7391784110667209, + "FN": 10878, + "FP": 115579, + "IoU": 0.5862672542687855, + "TN": 130769543, + "TP": 179192, + "n_pred": 294771, + "n_ref": 190070 + }, + "4": { + "Dice": 0.765293527097974, + "FN": 26580, + "FP": 1942, + "IoU": 0.6198181866652449, + "TN": 131000170, + "TP": 46500, + "n_pred": 48442, + "n_ref": 73080 + }, + "5": { + "Dice": 0.7140472414656539, + "FN": 6144, + "FP": 708, + "IoU": 0.5552670863893036, + "TN": 131059785, + "TP": 8555, + "n_pred": 9263, + "n_ref": 14699 + }, + "6": { + "Dice": 0.8680777955085994, + "FN": 48160, + "FP": 383376, + "IoU": 0.766905881043872, + "TN": 129223854, + "TP": 1419802, + "n_pred": 1803178, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.5272319712171615, + "FN": 441886, + "FP": 159413, + "IoU": 0.357987110606203, + "TN": 130138608, + "TP": 335285, + "n_pred": 494698, + "n_ref": 777171 + }, + "8": { + "Dice": 0.8900884812078903, + "FN": 7572, + "FP": 22216, + "IoU": 0.8019454399180868, + "TN": 130924789, + "TP": 120615, + "n_pred": 142831, + "n_ref": 128187 + }, + "9": { + "Dice": 0.6864969827848939, + "FN": 26124, + "FP": 9879, + "IoU": 0.5226459123332715, + "TN": 130999770, + "TP": 39419, + "n_pred": 49298, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7794851978435484, + "FN": 7767, + "FP": 109789, + "IoU": 0.6386528016426549, + "TN": 101291873, + "TP": 207771, + "n_pred": 317560, + "n_ref": 215538 + }, + "10": { + "Dice": 0.6716349108789182, + "FN": 19597, + "FP": 6047, + "IoU": 0.5056101792943898, + "TN": 101565330, + "TP": 26226, + "n_pred": 32273, + "n_ref": 45823 + }, + "11": { + "Dice": 0.791313789359392, + "FN": 1315, + "FP": 607, + "IoU": 0.6546891843334531, + "TN": 101611634, + "TP": 3644, + "n_pred": 4251, + "n_ref": 4959 + }, + "12": { + "Dice": 0.7504248328990597, + "FN": 2178, + "FP": 25, + "IoU": 0.600543970988214, + "TN": 101611685, + "TP": 3312, + "n_pred": 3337, + "n_ref": 5490 + }, + "13": { + "Dice": 0.8153960677847353, + "FN": 13531, + "FP": 7548, + "IoU": 0.6883280104092737, + "TN": 101549568, + "TP": 46553, + "n_pred": 54101, + "n_ref": 60084 + }, + "14": { + "Dice": 0.9050821214973133, + "FN": 2145, + "FP": 10361, + "IoU": 0.8266210089975184, + "TN": 101545069, + "TP": 59625, + "n_pred": 69986, + "n_ref": 61770 + }, + "15": { + "Dice": 0.5274852074975513, + "FN": 13609, + "FP": 21608, + "IoU": 0.35822065094580313, + "TN": 101562326, + "TP": 19657, + "n_pred": 41265, + "n_ref": 33266 + }, + "2": { + "Dice": 0.2875478606651771, + "FN": 143129, + "FP": 1637, + "IoU": 0.16791585239682721, + "TN": 101443220, + "TP": 29214, + "n_pred": 30851, + "n_ref": 172343 + }, + "3": { + "Dice": 0.7020547803360712, + "FN": 3472, + "FP": 140398, + "IoU": 0.5408970807857754, + "TN": 101303828, + "TP": 169502, + "n_pred": 309900, + "n_ref": 172974 + }, + "4": { + "Dice": 0.4405389040266424, + "FN": 1662, + "FP": 35296, + "IoU": 0.2824943213807296, + "TN": 101565691, + "TP": 14551, + "n_pred": 49847, + "n_ref": 16213 + }, + "5": { + "Dice": 0.6463804190002074, + "FN": 14790, + "FP": 2258, + "IoU": 0.4775199975481933, + "TN": 101584571, + "TP": 15581, + "n_pred": 17839, + "n_ref": 30371 + }, + "6": { + "Dice": 0.8707028649470401, + "FN": 237592, + "FP": 147346, + "IoU": 0.7710130823153176, + "TN": 99936152, + "TP": 1296110, + "n_pred": 1443456, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.8138478387095611, + "FN": 89336, + "FP": 65513, + "IoU": 0.6861243146276946, + "TN": 101123855, + "TP": 338496, + "n_pred": 404009, + "n_ref": 427832 + }, + "8": { + "Dice": 0.7370281869363733, + "FN": 92066, + "FP": 7751, + "IoU": 0.5835666159077161, + "TN": 101377505, + "TP": 139878, + "n_pred": 147629, + "n_ref": 231944 + }, + "9": { + "Dice": 0.8852466671336182, + "FN": 5166, + "FP": 14494, + "IoU": 0.7941188790684036, + "TN": 101521708, + "TP": 75832, + "n_pred": 90326, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9624331743967635, + "FN": 11759, + "FP": 3841, + "IoU": 0.9275866870909344, + "TN": 118966782, + "TP": 199830, + "n_pred": 203671, + "n_ref": 211589 + }, + "10": { + "Dice": 0.7536259301299029, + "FN": 20993, + "FP": 18077, + "IoU": 0.6046546926385024, + "TN": 119083387, + "TP": 59755, + "n_pred": 77832, + "n_ref": 80748 + }, + "11": { + "Dice": 0.4641663572224285, + "FN": 2788, + "FP": 98, + "IoU": 0.30222437137330754, + "TN": 119178076, + "TP": 1250, + "n_pred": 1348, + "n_ref": 4038 + }, + "12": { + "Dice": 0.43584229390681006, + "FN": 2615, + "FP": 1320, + "IoU": 0.27864344637946836, + "TN": 119176757, + "TP": 1520, + "n_pred": 2840, + "n_ref": 4135 + }, + "13": { + "Dice": 0.65229335559805, + "FN": 8856, + "FP": 16964, + "IoU": 0.48400247806710767, + "TN": 119132173, + "TP": 24219, + "n_pred": 41183, + "n_ref": 33075 + }, + "14": { + "Dice": 0.3625556757083765, + "FN": 41895, + "FP": 42400, + "IoU": 0.22141557445943824, + "TN": 119073945, + "TP": 23972, + "n_pred": 66372, + "n_ref": 65867 + }, + "15": { + "Dice": 0.1053111168966415, + "FN": 15057, + "FP": 81165, + "IoU": 0.05558227413260048, + "TN": 119080327, + "TP": 5663, + "n_pred": 86828, + "n_ref": 20720 + }, + "2": { + "Dice": 0.9252999884316468, + "FN": 17518, + "FP": 10894, + "IoU": 0.8609844407476269, + "TN": 118977832, + "TP": 175968, + "n_pred": 186862, + "n_ref": 193486 + }, + "3": { + "Dice": 0.8959008485268288, + "FN": 15925, + "FP": 26155, + "IoU": 0.8114315162107055, + "TN": 118959057, + "TP": 181075, + "n_pred": 207230, + "n_ref": 197000 + }, + "4": { + "Dice": 0.8148030453492221, + "FN": 12568, + "FP": 1419, + "IoU": 0.6874832424702834, + "TN": 119137456, + "TP": 30769, + "n_pred": 32188, + "n_ref": 43337 + }, + "5": { + "Dice": 0.6167155425219941, + "FN": 9310, + "FP": 1146, + "IoU": 0.44583421666313333, + "TN": 119163344, + "TP": 8412, + "n_pred": 9558, + "n_ref": 17722 + }, + "6": { + "Dice": 0.943870346018103, + "FN": 67964, + "FP": 130770, + "IoU": 0.8937068876529073, + "TN": 117312533, + "TP": 1670945, + "n_pred": 1801715, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.6376417716909577, + "FN": 154038, + "FP": 9158, + "IoU": 0.4680426619380411, + "TN": 118875428, + "TP": 143588, + "n_pred": 152746, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9546008343896526, + "FN": 4596, + "FP": 2782, + "IoU": 0.9131448214159583, + "TN": 119097266, + "TP": 77568, + "n_pred": 80350, + "n_ref": 82164 + }, + "9": { + "Dice": 0.9230543766983177, + "FN": 9939, + "FP": 2662, + "IoU": 0.8571039769570099, + "TN": 119094029, + "TP": 75582, + "n_pred": 78244, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 18608, + "IoU": 0.0, + "TN": 61313872, + "TP": 0, + "n_pred": 18608, + "n_ref": 0 + }, + "10": { + "Dice": 0.5984807125364613, + "FN": 15244, + "FP": 10497, + "IoU": 0.427022815804118, + "TN": 61287555, + "TP": 19184, + "n_pred": 29681, + "n_ref": 34428 + }, + "11": { + "Dice": 0.5144166507542486, + "FN": 2517, + "FP": 26, + "IoU": 0.3462724935732648, + "TN": 61328590, + "TP": 1347, + "n_pred": 1373, + "n_ref": 3864 + }, + "12": { + "Dice": 0.6013570822731128, + "FN": 2723, + "FP": 97, + "IoU": 0.42995755003032143, + "TN": 61327533, + "TP": 2127, + "n_pred": 2224, + "n_ref": 4850 + }, + "13": { + "Dice": 0.4855775389237595, + "FN": 31847, + "FP": 12328, + "IoU": 0.32063545767716534, + "TN": 61267456, + "TP": 20849, + "n_pred": 33177, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9334206440339028, + "FN": 18986, + "FP": 16905, + "IoU": 0.8751534884044511, + "TN": 61044999, + "TP": 251590, + "n_pred": 268495, + "n_ref": 270576 + }, + "15": { + "Dice": 0.5063041654231027, + "FN": 53273, + "FP": 34398, + "IoU": 0.33896068644157257, + "TN": 61199854, + "TP": 44955, + "n_pred": 79353, + "n_ref": 98228 + }, + "2": { + "Dice": 0.6986940037633785, + "FN": 73498, + "FP": 1921, + "IoU": 0.5369175319133259, + "TN": 61169617, + "TP": 87444, + "n_pred": 89365, + "n_ref": 160942 + }, + "3": { + "Dice": 0.7703784307373943, + "FN": 6166, + "FP": 66847, + "IoU": 0.6265166861048023, + "TN": 61136988, + "TP": 122479, + "n_pred": 189326, + "n_ref": 128645 + }, + "4": { + "Dice": 0.9160578979246239, + "FN": 5134, + "FP": 1657, + "IoU": 0.8451170004105277, + "TN": 61288634, + "TP": 37055, + "n_pred": 38712, + "n_ref": 42189 + }, + "5": { + "Dice": 0.7291304928542808, + "FN": 3113, + "FP": 943, + "IoU": 0.5737256962690489, + "TN": 61322965, + "TP": 5459, + "n_pred": 6402, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9564733927470067, + "FN": 33687, + "FP": 73019, + "IoU": 0.9165778678752162, + "TN": 60053371, + "TP": 1172403, + "n_pred": 1245422, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.41331923139715643, + "FN": 145999, + "FP": 19303, + "IoU": 0.260492998702635, + "TN": 61108950, + "TP": 58228, + "n_pred": 77531, + "n_ref": 204227 + }, + "8": { + "Dice": 0.9072844667832736, + "FN": 12446, + "FP": 1813, + "IoU": 0.830302525408802, + "TN": 61248454, + "TP": 69767, + "n_pred": 71580, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8216254416961131, + "FN": 11057, + "FP": 11659, + "IoU": 0.6972532085882212, + "TN": 61257447, + "TP": 52317, + "n_pred": 63976, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9682770419649334, + "FN": 9631, + "FP": 1346, + "IoU": 0.9385048907015048, + "TN": 148928998, + "TP": 167525, + "n_pred": 168871, + "n_ref": 177156 + }, + "10": { + "Dice": 0.7781563505583948, + "FN": 19359, + "FP": 11113, + "IoU": 0.636870642912471, + "TN": 149023585, + "TP": 53443, + "n_pred": 64556, + "n_ref": 72802 + }, + "11": { + "Dice": 0.7024870952604411, + "FN": 1107, + "FP": 161, + "IoU": 0.5414104882459313, + "TN": 149104735, + "TP": 1497, + "n_pred": 1658, + "n_ref": 2604 + }, + "12": { + "Dice": 0.6066645904702584, + "FN": 1123, + "FP": 140, + "IoU": 0.43540455967814035, + "TN": 149105263, + "TP": 974, + "n_pred": 1114, + "n_ref": 2097 + }, + "13": { + "Dice": 0.47943142613559403, + "FN": 54281, + "FP": 11054, + "IoU": 0.31529747120654783, + "TN": 149012079, + "TP": 30086, + "n_pred": 41140, + "n_ref": 84367 + }, + "14": { + "Dice": 0.830373979381838, + "FN": 6316, + "FP": 29126, + "IoU": 0.7099482781196805, + "TN": 148985308, + "TP": 86750, + "n_pred": 115876, + "n_ref": 93066 + }, + "15": { + "Dice": 0.6590297838430123, + "FN": 14887, + "FP": 9074, + "IoU": 0.4914574357450602, + "TN": 149060383, + "TP": 23156, + "n_pred": 32230, + "n_ref": 38043 + }, + "2": { + "Dice": 0.9407837409948332, + "FN": 3692, + "FP": 15608, + "IoU": 0.8881885384561907, + "TN": 148934888, + "TP": 153312, + "n_pred": 168920, + "n_ref": 157004 + }, + "3": { + "Dice": 0.6115804123377674, + "FN": 31742, + "FP": 4261, + "IoU": 0.4404867359783673, + "TN": 149043153, + "TP": 28344, + "n_pred": 32605, + "n_ref": 60086 + }, + "4": { + "Dice": 0.8998331230412309, + "FN": 3725, + "FP": 1197, + "IoU": 0.817906030336663, + "TN": 149080470, + "TP": 22108, + "n_pred": 23305, + "n_ref": 25833 + }, + "5": { + "Dice": 0.21511688856274241, + "FN": 29612, + "FP": 336, + "IoU": 0.12052155526841302, + "TN": 149073448, + "TP": 4104, + "n_pred": 4440, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9671826653479362, + "FN": 40154, + "FP": 32180, + "IoU": 0.9364508445956334, + "TN": 147969263, + "TP": 1065903, + "n_pred": 1098083, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.5566781261852037, + "FN": 161380, + "FP": 19799, + "IoU": 0.38569229517312464, + "TN": 148812568, + "TP": 113753, + "n_pred": 133552, + "n_ref": 275133 + }, + "8": { + "Dice": 0.7819325449499216, + "FN": 73550, + "FP": 13192, + "IoU": 0.6419451908907409, + "TN": 148865241, + "TP": 155517, + "n_pred": 168709, + "n_ref": 229067 + }, + "9": { + "Dice": 0.8823464137411446, + "FN": 11948, + "FP": 8197, + "IoU": 0.7894632331424272, + "TN": 149011816, + "TP": 75539, + "n_pred": 83736, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8206229550133891, + "FN": 117330, + "FP": 56566, + "IoU": 0.6958105200552767, + "TN": 100141130, + "TP": 397774, + "n_pred": 454340, + "n_ref": 515104 + }, + "10": { + "Dice": 0.1487570953219808, + "FN": 33531, + "FP": 23006, + "IoU": 0.08035525481074222, + "TN": 100651323, + "TP": 4940, + "n_pred": 27946, + "n_ref": 38471 + }, + "11": { + "Dice": 0.5698667577724633, + "FN": 1813, + "FP": 705, + "IoU": 0.39847109412326803, + "TN": 100708614, + "TP": 1668, + "n_pred": 2373, + "n_ref": 3481 + }, + "12": { + "Dice": 0.5158124318429662, + "FN": 3508, + "FP": 932, + "IoU": 0.3475385745775165, + "TN": 100705995, + "TP": 2365, + "n_pred": 3297, + "n_ref": 5873 + }, + "13": { + "Dice": 0.014122173219480155, + "FN": 38854, + "FP": 3172, + "IoU": 0.0071113001157653505, + "TN": 100670473, + "TP": 301, + "n_pred": 3473, + "n_ref": 39155 + }, + "14": { + "Dice": 0.5651208400424295, + "FN": 5787, + "FP": 222161, + "IoU": 0.39384559746420744, + "TN": 100336744, + "TP": 148108, + "n_pred": 370269, + "n_ref": 153895 + }, + "15": { + "Dice": 0.8772034007343844, + "FN": 6636, + "FP": 18178, + "IoU": 0.7812665279785621, + "TN": 100599356, + "TP": 88630, + "n_pred": 106808, + "n_ref": 95266 + }, + "2": { + "Dice": 0.17031081704877674, + "FN": 211019, + "FP": 4667, + "IoU": 0.09308182976415233, + "TN": 100474977, + "TP": 22137, + "n_pred": 26804, + "n_ref": 233156 + }, + "3": { + "Dice": 0.6103571794084536, + "FN": 15212, + "FP": 251292, + "IoU": 0.43921874769851676, + "TN": 100237563, + "TP": 208733, + "n_pred": 460025, + "n_ref": 223945 + }, + "4": { + "Dice": 0.5645194303927016, + "FN": 28693, + "FP": 15986, + "IoU": 0.39326163122300983, + "TN": 100639162, + "TP": 28959, + "n_pred": 44945, + "n_ref": 57652 + }, + "5": { + "Dice": 0.4788817204301075, + "FN": 10906, + "FP": 1210, + "IoU": 0.3148221455635356, + "TN": 100695117, + "TP": 5567, + "n_pred": 6777, + "n_ref": 16473 + }, + "6": { + "Dice": 0.6845379853336424, + "FN": 843837, + "FP": 293743, + "IoU": 0.5203783748231322, + "TN": 98340972, + "TP": 1234248, + "n_pred": 1527991, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.7278646606892913, + "FN": 19152, + "FP": 95365, + "IoU": 0.5721597680665613, + "TN": 100445137, + "TP": 153146, + "n_pred": 248511, + "n_ref": 172298 + }, + "8": { + "Dice": 0.928476357267951, + "FN": 6595, + "FP": 8720, + "IoU": 0.8665010460251046, + "TN": 100598080, + "TP": 99405, + "n_pred": 108125, + "n_ref": 106000 + }, + "9": { + "Dice": 0.7942315737664575, + "FN": 21171, + "FP": 20636, + "IoU": 0.658693291752047, + "TN": 100590309, + "TP": 80684, + "n_pred": 101320, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9206011018519685, + "FN": 4811, + "FP": 7785, + "IoU": 0.8528831217369977, + "TN": 78865081, + "TP": 73023, + "n_pred": 80808, + "n_ref": 77834 + }, + "10": { + "Dice": 0.48312788375456234, + "FN": 24913, + "FP": 5109, + "IoU": 0.3185027126415908, + "TN": 78906647, + "TP": 14031, + "n_pred": 19140, + "n_ref": 38944 + }, + "11": { + "Dice": 0.2638345444382337, + "FN": 1132, + "FP": 185, + "IoU": 0.1519639407598197, + "TN": 78949147, + "TP": 236, + "n_pred": 421, + "n_ref": 1368 + }, + "12": { + "Dice": 0.3783783783783784, + "FN": 1846, + "FP": 500, + "IoU": 0.23333333333333334, + "TN": 78947640, + "TP": 714, + "n_pred": 1214, + "n_ref": 2560 + }, + "13": { + "Dice": 0.44951204447189624, + "FN": 41211, + "FP": 3351, + "IoU": 0.28991650200777613, + "TN": 78887944, + "TP": 18194, + "n_pred": 21545, + "n_ref": 59405 + }, + "14": { + "Dice": 0.007318806022443041, + "FN": 26893, + "FP": 75104, + "IoU": 0.0036728434255125864, + "TN": 78848327, + "TP": 376, + "n_pred": 75480, + "n_ref": 27269 + }, + "15": { + "Dice": 0.8129682604549788, + "FN": 17343, + "FP": 1879, + "IoU": 0.6848749139316043, + "TN": 78889702, + "TP": 41776, + "n_pred": 43655, + "n_ref": 59119 + }, + "2": { + "Dice": 0.8981832124417646, + "FN": 14618, + "FP": 4767, + "IoU": 0.8151838151170773, + "TN": 78845812, + "TP": 85503, + "n_pred": 90270, + "n_ref": 100121 + }, + "3": { + "Dice": 0.9143264497370238, + "FN": 3232, + "FP": 12031, + "IoU": 0.8421743806096703, + "TN": 78853992, + "TP": 81445, + "n_pred": 93476, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8796425732532961, + "FN": 1082, + "FP": 3309, + "IoU": 0.7851445906933503, + "TN": 78930263, + "TP": 16046, + "n_pred": 19355, + "n_ref": 17128 + }, + "5": { + "Dice": 0.22477075557972268, + "FN": 30251, + "FP": 1114, + "IoU": 0.12661505903319226, + "TN": 78914788, + "TP": 4547, + "n_pred": 5661, + "n_ref": 34798 + }, + "6": { + "Dice": 0.9211365467720799, + "FN": 64645, + "FP": 45361, + "IoU": 0.8538027161973768, + "TN": 78198251, + "TP": 642443, + "n_pred": 687804, + "n_ref": 707088 + }, + "7": { + "Dice": 0.17227026143162188, + "FN": 649472, + "FP": 38974, + "IoU": 0.09425368411773916, + "TN": 78190613, + "TP": 71641, + "n_pred": 110615, + "n_ref": 721113 + }, + "8": { + "Dice": 0.6185719278391693, + "FN": 182433, + "FP": 921, + "IoU": 0.4477771519957594, + "TN": 78618671, + "TP": 148675, + "n_pred": 149596, + "n_ref": 331108 + }, + "9": { + "Dice": 0.6718215291314706, + "FN": 26030, + "FP": 4274, + "IoU": 0.5058217279279867, + "TN": 78889378, + "TP": 31018, + "n_pred": 35292, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9628633355918035, + "FN": 5379, + "FP": 5638, + "IoU": 0.928386169956903, + "TN": 104850601, + "TP": 142822, + "n_pred": 148460, + "n_ref": 148201 + }, + "10": { + "Dice": 0.6079592525543862, + "FN": 37699, + "FP": 26186, + "IoU": 0.43673955210721216, + "TN": 104891020, + "TP": 49535, + "n_pred": 75721, + "n_ref": 87234 + }, + "11": { + "Dice": 0.8186431623931624, + "FN": 1266, + "FP": 92, + "IoU": 0.6929685733664933, + "TN": 105000017, + "TP": 3065, + "n_pred": 3157, + "n_ref": 4331 + }, + "12": { + "Dice": 0.6442241180539543, + "FN": 2039, + "FP": 1047, + "IoU": 0.4751700680272109, + "TN": 104998560, + "TP": 2794, + "n_pred": 3841, + "n_ref": 4833 + }, + "13": { + "Dice": 0.7937136439555377, + "FN": 22693, + "FP": 5961, + "IoU": 0.657981116986357, + "TN": 104920661, + "TP": 55125, + "n_pred": 61086, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9502900725354206, + "FN": 1367, + "FP": 5822, + "IoU": 0.9052882588532883, + "TN": 104928536, + "TP": 68715, + "n_pred": 74537, + "n_ref": 70082 + }, + "15": { + "Dice": 0.4803401466687471, + "FN": 12046, + "FP": 14598, + "IoU": 0.3160839878843883, + "TN": 104965482, + "TP": 12314, + "n_pred": 26912, + "n_ref": 24360 + }, + "2": { + "Dice": 0.7959825792034925, + "FN": 55516, + "FP": 3555, + "IoU": 0.6611055334040905, + "TN": 104830135, + "TP": 115234, + "n_pred": 118789, + "n_ref": 170750 + }, + "3": { + "Dice": 0.7607303205667434, + "FN": 3422, + "FP": 91012, + "IoU": 0.61385373433379, + "TN": 104759885, + "TP": 150121, + "n_pred": 241133, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 11687, + "IoU": 0.0, + "TN": 104992753, + "TP": 0, + "n_pred": 11687, + "n_ref": 0 + }, + "5": { + "Dice": 0.542872925916075, + "FN": 16813, + "FP": 5530, + "IoU": 0.37256388654872225, + "TN": 104968830, + "TP": 13267, + "n_pred": 18797, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9337572862891281, + "FN": 26992, + "FP": 144529, + "IoU": 0.8757455261188597, + "TN": 103624039, + "TP": 1208880, + "n_pred": 1353409, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.8534012282837441, + "FN": 11719, + "FP": 63306, + "IoU": 0.7442893271256109, + "TN": 104711042, + "TP": 218373, + "n_pred": 281679, + "n_ref": 230092 + }, + "8": { + "Dice": 0.7706535060117253, + "FN": 133510, + "FP": 4974, + "IoU": 0.6268806311160926, + "TN": 104633288, + "TP": 232668, + "n_pred": 237642, + "n_ref": 366178 + }, + "9": { + "Dice": 0.8528333980827182, + "FN": 12331, + "FP": 15701, + "IoU": 0.7434259301633792, + "TN": 104895185, + "TP": 81223, + "n_pred": 96924, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9502105913129089, + "FN": 31094, + "FP": 9465, + "IoU": 0.9051440064548569, + "TN": 177248703, + "TP": 387026, + "n_pred": 396491, + "n_ref": 418120 + }, + "10": { + "Dice": 0.09872593004787907, + "FN": 67703, + "FP": 10040, + "IoU": 0.05192619602199973, + "TN": 177594287, + "TP": 4258, + "n_pred": 14298, + "n_ref": 71961 + }, + "11": { + "Dice": 0.7125256673511293, + "FN": 1967, + "FP": 273, + "IoU": 0.5534290271132376, + "TN": 177671272, + "TP": 2776, + "n_pred": 3049, + "n_ref": 4743 + }, + "12": { + "Dice": 0.724541593287061, + "FN": 1701, + "FP": 958, + "IoU": 0.5680636777128005, + "TN": 177670132, + "TP": 3497, + "n_pred": 4455, + "n_ref": 5198 + }, + "13": { + "Dice": 0.7698871554453394, + "FN": 23219, + "FP": 8980, + "IoU": 0.6258670973589116, + "TN": 177590225, + "TP": 53864, + "n_pred": 62844, + "n_ref": 77083 + }, + "14": { + "Dice": 0.768502091683641, + "FN": 6070, + "FP": 36208, + "IoU": 0.6240384871902039, + "TN": 177563835, + "TP": 70175, + "n_pred": 106383, + "n_ref": 76245 + }, + "15": { + "Dice": 0.1805451607713668, + "FN": 10263, + "FP": 106892, + "IoU": 0.09923036113823513, + "TN": 177546227, + "TP": 12906, + "n_pred": 119798, + "n_ref": 23169 + }, + "2": { + "Dice": 0.8870620584539969, + "FN": 42095, + "FP": 1771, + "IoU": 0.7970453925056793, + "TN": 177460151, + "TP": 172271, + "n_pred": 174042, + "n_ref": 214366 + }, + "3": { + "Dice": 0.8580033630726059, + "FN": 6772, + "FP": 59517, + "IoU": 0.7513186425672076, + "TN": 177409726, + "TP": 200273, + "n_pred": 259790, + "n_ref": 207045 + }, + "4": { + "Dice": 0.8479092762771989, + "FN": 4077, + "FP": 6813, + "IoU": 0.7359743975173351, + "TN": 177635042, + "TP": 30356, + "n_pred": 37169, + "n_ref": 34433 + }, + "5": { + "Dice": 0.6036781412097569, + "FN": 17099, + "FP": 1391, + "IoU": 0.4323345204470097, + "TN": 177643716, + "TP": 14082, + "n_pred": 15473, + "n_ref": 31181 + }, + "6": { + "Dice": 0.9079236358425725, + "FN": 161327, + "FP": 172170, + "IoU": 0.8313737625326827, + "TN": 175698559, + "TP": 1644232, + "n_pred": 1816402, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.839379982863848, + "FN": 34123, + "FP": 93727, + "IoU": 0.7232168758686682, + "TN": 177214374, + "TP": 334064, + "n_pred": 427791, + "n_ref": 368187 + }, + "8": { + "Dice": 0.7584363636363637, + "FN": 53446, + "FP": 39556, + "IoU": 0.6108719210379873, + "TN": 177437287, + "TP": 145999, + "n_pred": 185555, + "n_ref": 199445 + }, + "9": { + "Dice": 0.9067016276805361, + "FN": 16962, + "FP": 7376, + "IoU": 0.8293267882187938, + "TN": 177533688, + "TP": 118262, + "n_pred": 125638, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9438913850252297, + "FN": 18054, + "FP": 2039, + "IoU": 0.8937446126673048, + "TN": 193816434, + "TP": 169008, + "n_pred": 171047, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8778312085730827, + "FN": 12749, + "FP": 7931, + "IoU": 0.7822630742179686, + "TN": 193910558, + "TP": 74297, + "n_pred": 82228, + "n_ref": 87046 + }, + "11": { + "Dice": 0.563302752293578, + "FN": 1884, + "FP": 20, + "IoU": 0.39208173690932313, + "TN": 194002403, + "TP": 1228, + "n_pred": 1248, + "n_ref": 3112 + }, + "12": { + "Dice": 0.7459905300137467, + "FN": 1508, + "FP": 155, + "IoU": 0.594884287454324, + "TN": 194001430, + "TP": 2442, + "n_pred": 2597, + "n_ref": 3950 + }, + "13": { + "Dice": 0.6999981796006044, + "FN": 28424, + "FP": 4536, + "IoU": 0.5384593841457438, + "TN": 193934122, + "TP": 38453, + "n_pred": 42989, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8985315267580047, + "FN": 4679, + "FP": 11407, + "IoU": 0.8157578256537127, + "TN": 193918226, + "TP": 71223, + "n_pred": 82630, + "n_ref": 75902 + }, + "15": { + "Dice": 0.6000364099763336, + "FN": 6134, + "FP": 13639, + "IoU": 0.4286085825747724, + "TN": 193970930, + "TP": 14832, + "n_pred": 28471, + "n_ref": 20966 + }, + "2": { + "Dice": 0.926523260530314, + "FN": 4126, + "FP": 17250, + "IoU": 0.8631051111438434, + "TN": 193849386, + "TP": 134773, + "n_pred": 152023, + "n_ref": 138899 + }, + "3": { + "Dice": 0.8947316202004167, + "FN": 21830, + "FP": 4695, + "IoU": 0.8095152603231598, + "TN": 193866285, + "TP": 112725, + "n_pred": 117420, + "n_ref": 134555 + }, + "4": { + "Dice": 0.8631244903805892, + "FN": 1446, + "FP": 4765, + "IoU": 0.7592075676513917, + "TN": 193979741, + "TP": 19583, + "n_pred": 24348, + "n_ref": 21029 + }, + "5": { + "Dice": 0.267524041246669, + "FN": 22652, + "FP": 2636, + "IoU": 0.15441717381127532, + "TN": 193975629, + "TP": 4618, + "n_pred": 7254, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9555539745881041, + "FN": 55490, + "FP": 68208, + "IoU": 0.9148907184660541, + "TN": 192552133, + "TP": 1329704, + "n_pred": 1397912, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.5925230919430198, + "FN": 181776, + "FP": 11049, + "IoU": 0.42098246056554994, + "TN": 193672514, + "TP": 140196, + "n_pred": 151245, + "n_ref": 321972 + }, + "8": { + "Dice": 0.8306402817971604, + "FN": 64307, + "FP": 7909, + "IoU": 0.7103376906755017, + "TN": 193756224, + "TP": 177095, + "n_pred": 185004, + "n_ref": 241402 + }, + "9": { + "Dice": 0.8785186818031522, + "FN": 18709, + "FP": 3335, + "IoU": 0.7833556097177451, + "TN": 193903783, + "TP": 79708, + "n_pred": 83043, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9727520080102741, + "FN": 2730, + "FP": 3529, + "IoU": 0.9469495346747809, + "TN": 99537818, + "TP": 111723, + "n_pred": 115252, + "n_ref": 114453 + }, + "10": { + "Dice": 0.7521355780870371, + "FN": 27881, + "FP": 990, + "IoU": 0.6027382180942552, + "TN": 99583125, + "TP": 43804, + "n_pred": 44794, + "n_ref": 71685 + }, + "11": { + "Dice": 0.5020391517128875, + "FN": 2411, + "FP": 31, + "IoU": 0.33514838007078684, + "TN": 99652127, + "TP": 1231, + "n_pred": 1262, + "n_ref": 3642 + }, + "12": { + "Dice": 0.5197013687266694, + "FN": 2315, + "FP": 1, + "IoU": 0.35107873353880636, + "TN": 99652231, + "TP": 1253, + "n_pred": 1254, + "n_ref": 3568 + }, + "13": { + "Dice": 0.6306626572030338, + "FN": 19530, + "FP": 10807, + "IoU": 0.46056047512358195, + "TN": 99599562, + "TP": 25901, + "n_pred": 36708, + "n_ref": 45431 + }, + "14": { + "Dice": 0.15111256431878023, + "FN": 45359, + "FP": 53297, + "IoU": 0.0817316194607072, + "TN": 99548363, + "TP": 8781, + "n_pred": 62078, + "n_ref": 54140 + }, + "15": { + "Dice": 0.5353099372489126, + "FN": 21824, + "FP": 6168, + "IoU": 0.3654765952623824, + "TN": 99611685, + "TP": 16123, + "n_pred": 22291, + "n_ref": 37947 + }, + "2": { + "Dice": 0.955178934726691, + "FN": 8176, + "FP": 1826, + "IoU": 0.9142033659867214, + "TN": 99539222, + "TP": 106576, + "n_pred": 108402, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9664697481173721, + "FN": 4709, + "FP": 3555, + "IoU": 0.9351151031688704, + "TN": 99528436, + "TP": 119100, + "n_pred": 122655, + "n_ref": 123809 + }, + "4": { + "Dice": 0.8543935024424696, + "FN": 4389, + "FP": 559, + "IoU": 0.7458001541227844, + "TN": 99636335, + "TP": 14517, + "n_pred": 15076, + "n_ref": 18906 + }, + "5": { + "Dice": 0.5647709320695102, + "FN": 4106, + "FP": 302, + "IoU": 0.3935057787561915, + "TN": 99648532, + "TP": 2860, + "n_pred": 3162, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9730010388058951, + "FN": 39515, + "FP": 33440, + "IoU": 0.9474216387469118, + "TN": 98268252, + "TP": 1314593, + "n_pred": 1348033, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.9140452296166119, + "FN": 18740, + "FP": 9139, + "IoU": 0.8416973289724721, + "TN": 99479688, + "TP": 148233, + "n_pred": 157372, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9656228557790794, + "FN": 3818, + "FP": 3096, + "IoU": 0.9335307350650849, + "TN": 99551782, + "TP": 97104, + "n_pred": 100200, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9343272830464632, + "FN": 9930, + "FP": 2104, + "IoU": 0.876748806817018, + "TN": 99558162, + "TP": 85604, + "n_pred": 87708, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8746044546130813, + "FN": 97144, + "FP": 3153, + "IoU": 0.7771529380919899, + "TN": 62633449, + "TP": 349774, + "n_pred": 352927, + "n_ref": 446918 + }, + "10": { + "Dice": 0.9070744511965503, + "FN": 9422, + "FP": 3163, + "IoU": 0.8299508161279862, + "TN": 63009512, + "TP": 61423, + "n_pred": 64586, + "n_ref": 70845 + }, + "11": { + "Dice": 0.7147778160523597, + "FN": 1470, + "FP": 186, + "IoU": 0.5561511659072634, + "TN": 63079789, + "TP": 2075, + "n_pred": 2261, + "n_ref": 3545 + }, + "12": { + "Dice": 0.8131974769529354, + "FN": 988, + "FP": 167, + "IoU": 0.6852003270645952, + "TN": 63079851, + "TP": 2514, + "n_pred": 2681, + "n_ref": 3502 + }, + "13": { + "Dice": 0.5376410437235543, + "FN": 27358, + "FP": 4112, + "IoU": 0.3676532642112243, + "TN": 63033753, + "TP": 18297, + "n_pred": 22409, + "n_ref": 45655 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 232, + "IoU": 0.0, + "TN": 63083288, + "TP": 0, + "n_pred": 232, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9627116501901741, + "FN": 2098, + "FP": 7343, + "IoU": 0.9281041769790199, + "TN": 62952205, + "TP": 121874, + "n_pred": 129217, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9440097016291416, + "FN": 3818, + "FP": 10864, + "IoU": 0.8939567940022968, + "TN": 62945067, + "TP": 123771, + "n_pred": 134635, + "n_ref": 127589 + }, + "4": { + "Dice": 0.4400839724090656, + "FN": 12893, + "FP": 176, + "IoU": 0.2821202966218072, + "TN": 63065315, + "TP": 5136, + "n_pred": 5312, + "n_ref": 18029 + }, + "5": { + "Dice": 0.4675246156503714, + "FN": 11541, + "FP": 789, + "IoU": 0.30507805895282647, + "TN": 63065777, + "TP": 5413, + "n_pred": 6202, + "n_ref": 16954 + }, + "6": { + "Dice": 0.9045361639110676, + "FN": 160937, + "FP": 43541, + "IoU": 0.8257106570861141, + "TN": 61910310, + "TP": 968732, + "n_pred": 1012273, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.7847263753627659, + "FN": 32004, + "FP": 36388, + "IoU": 0.6457199098655754, + "TN": 62890475, + "TP": 124653, + "n_pred": 161041, + "n_ref": 156657 + }, + "8": { + "Dice": 0.884249694002448, + "FN": 21654, + "FP": 1988, + "IoU": 0.7925157530760185, + "TN": 62969574, + "TP": 90304, + "n_pred": 92292, + "n_ref": 111958 + }, + "9": { + "Dice": 0.8990943335737758, + "FN": 3626, + "FP": 5187, + "IoU": 0.8166860803727432, + "TN": 63035444, + "TP": 39263, + "n_pred": 44450, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9231789226686824, + "FN": 19383, + "FP": 29398, + "IoU": 0.8573187710595283, + "TN": 109266930, + "TP": 293107, + "n_pred": 322505, + "n_ref": 312490 + }, + "10": { + "Dice": 0.6363549408938227, + "FN": 31378, + "FP": 33253, + "IoU": 0.46665731426543766, + "TN": 109487637, + "TP": 56550, + "n_pred": 89803, + "n_ref": 87928 + }, + "11": { + "Dice": 0.5202312138728323, + "FN": 2891, + "FP": 14, + "IoU": 0.3515625, + "TN": 109604338, + "TP": 1575, + "n_pred": 1589, + "n_ref": 4466 + }, + "12": { + "Dice": 0.5359454259226867, + "FN": 2549, + "FP": 104, + "IoU": 0.36606929510155317, + "TN": 109604633, + "TP": 1532, + "n_pred": 1636, + "n_ref": 4081 + }, + "13": { + "Dice": 0.48584025045236523, + "FN": 46948, + "FP": 24658, + "IoU": 0.32086459212610374, + "TN": 109503381, + "TP": 33831, + "n_pred": 58489, + "n_ref": 80779 + }, + "14": { + "Dice": 0.5297636288926462, + "FN": 18271, + "FP": 121345, + "IoU": 0.3603254818772021, + "TN": 109390557, + "TP": 78645, + "n_pred": 199990, + "n_ref": 96916 + }, + "15": { + "Dice": 0.8627362048480844, + "FN": 16041, + "FP": 11802, + "IoU": 0.7586069375688165, + "TN": 109493475, + "TP": 87500, + "n_pred": 99302, + "n_ref": 103541 + }, + "2": { + "Dice": 0.6471791579331659, + "FN": 111243, + "FP": 863, + "IoU": 0.47839236195120133, + "TN": 109393894, + "TP": 102818, + "n_pred": 103681, + "n_ref": 214061 + }, + "3": { + "Dice": 0.8068938121554662, + "FN": 14123, + "FP": 96713, + "IoU": 0.6762967289719626, + "TN": 109266418, + "TP": 231564, + "n_pred": 328277, + "n_ref": 245687 + }, + "4": { + "Dice": 0.7329162714184508, + "FN": 19771, + "FP": 2472, + "IoU": 0.5784276562677685, + "TN": 109556056, + "TP": 30519, + "n_pred": 32991, + "n_ref": 50290 + }, + "5": { + "Dice": 0.6363244972015499, + "FN": 5379, + "FP": 534, + "IoU": 0.46662457153166154, + "TN": 109597732, + "TP": 5173, + "n_pred": 5707, + "n_ref": 10552 + }, + "6": { + "Dice": 0.8805285845408068, + "FN": 62335, + "FP": 260080, + "IoU": 0.786557452366593, + "TN": 108098271, + "TP": 1188132, + "n_pred": 1448212, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.5533581760399009, + "FN": 733768, + "FP": 15588, + "IoU": 0.3825122202848488, + "TN": 108395262, + "TP": 464200, + "n_pred": 479788, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.944140136855839, + "FN": 3666, + "FP": 6481, + "IoU": 0.8941907631987821, + "TN": 109512919, + "TP": 85752, + "n_pred": 92233, + "n_ref": 89418 + }, + "9": { + "Dice": 0.6742193340617632, + "FN": 14167, + "FP": 25488, + "IoU": 0.5085451548538215, + "TN": 109528129, + "TP": 41034, + "n_pred": 66522, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9509411259131929, + "FN": 3455, + "FP": 2253, + "IoU": 0.9064706942601058, + "TN": 67006323, + "TP": 55321, + "n_pred": 57574, + "n_ref": 58776 + }, + "10": { + "Dice": 0.5391988203489801, + "FN": 48080, + "FP": 4420, + "IoU": 0.36911170928667564, + "TN": 66984136, + "TP": 30716, + "n_pred": 35136, + "n_ref": 78796 + }, + "11": { + "Dice": 0.0025559105431309905, + "FN": 3122, + "FP": 0, + "IoU": 0.0012795905310300703, + "TN": 67064226, + "TP": 4, + "n_pred": 4, + "n_ref": 3126 + }, + "12": { + "Dice": 0.7414239482200647, + "FN": 1020, + "FP": 578, + "IoU": 0.5890974543584468, + "TN": 67063463, + "TP": 2291, + "n_pred": 2869, + "n_ref": 3311 + }, + "13": { + "Dice": 0.21329634963816432, + "FN": 32213, + "FP": 12032, + "IoU": 0.1193798141034572, + "TN": 67017109, + "TP": 5998, + "n_pred": 18030, + "n_ref": 38211 + }, + "14": { + "Dice": 0.8127554235889572, + "FN": 12930, + "FP": 15889, + "IoU": 0.6845728670716358, + "TN": 66975987, + "TP": 62546, + "n_pred": 78435, + "n_ref": 75476 + }, + "15": { + "Dice": 0.08668504601130456, + "FN": 27919, + "FP": 44632, + "IoU": 0.04530620838487249, + "TN": 66991358, + "TP": 3443, + "n_pred": 48075, + "n_ref": 31362 + }, + "2": { + "Dice": 0.9012024453089476, + "FN": 3338, + "FP": 27950, + "IoU": 0.8201715060808792, + "TN": 66893364, + "TP": 142700, + "n_pred": 170650, + "n_ref": 146038 + }, + "3": { + "Dice": 0.8983265154332466, + "FN": 27512, + "FP": 2562, + "IoU": 0.8154199297866594, + "TN": 66904420, + "TP": 132858, + "n_pred": 135420, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 53, + "IoU": 0.0, + "TN": 67054260, + "TP": 0, + "n_pred": 53, + "n_ref": 13039 + }, + "5": { + "Dice": 0.014671557185728577, + "FN": 8855, + "FP": 10, + "IoU": 0.007389989922741014, + "TN": 67058421, + "TP": 66, + "n_pred": 76, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9401139591015317, + "FN": 74569, + "FP": 53507, + "IoU": 0.8869953210296029, + "TN": 65933983, + "TP": 1005293, + "n_pred": 1058800, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.4926768953605466, + "FN": 235658, + "FP": 3140, + "IoU": 0.32685553206483436, + "TN": 66712602, + "TP": 115952, + "n_pred": 119092, + "n_ref": 351610 + }, + "8": { + "Dice": 0.9097737721709748, + "FN": 8441, + "FP": 6886, + "IoU": 0.8344816414686825, + "TN": 66974752, + "TP": 77273, + "n_pred": 84159, + "n_ref": 85714 + }, + "9": { + "Dice": 0.8907789251426875, + "FN": 9843, + "FP": 6710, + "IoU": 0.80306707592738, + "TN": 66983298, + "TP": 67501, + "n_pred": 74211, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5983887674070664, + "FN": 102226, + "FP": 2462, + "IoU": 0.42692920368515264, + "TN": 74336601, + "TP": 77991, + "n_pred": 80453, + "n_ref": 180217 + }, + "10": { + "Dice": 0.6744111003549532, + "FN": 21664, + "FP": 11633, + "IoU": 0.508763388510224, + "TN": 74451498, + "TP": 34485, + "n_pred": 46118, + "n_ref": 56149 + }, + "11": { + "Dice": 0.5657537110600042, + "FN": 2034, + "FP": 43, + "IoU": 0.3944606413994169, + "TN": 74515850, + "TP": 1353, + "n_pred": 1396, + "n_ref": 3387 + }, + "12": { + "Dice": 0.6415094339622641, + "FN": 1130, + "FP": 67, + "IoU": 0.4722222222222222, + "TN": 74517012, + "TP": 1071, + "n_pred": 1138, + "n_ref": 2201 + }, + "13": { + "Dice": 0.4024871182244739, + "FN": 28908, + "FP": 12606, + "IoU": 0.2519460862044111, + "TN": 74463784, + "TP": 13982, + "n_pred": 26588, + "n_ref": 42890 + }, + "14": { + "Dice": 0.42770418487595013, + "FN": 19349, + "FP": 14306, + "IoU": 0.2720252644329562, + "TN": 74473049, + "TP": 12576, + "n_pred": 26882, + "n_ref": 31925 + }, + "15": { + "Dice": 0.45884370901019067, + "FN": 18990, + "FP": 7827, + "IoU": 0.29772691562352693, + "TN": 74481094, + "TP": 11369, + "n_pred": 19196, + "n_ref": 30359 + }, + "2": { + "Dice": 0.8937538362610703, + "FN": 3307, + "FP": 29408, + "IoU": 0.8079158740224054, + "TN": 74348964, + "TP": 137601, + "n_pred": 167009, + "n_ref": 140908 + }, + "3": { + "Dice": 0.7763871239647256, + "FN": 34058, + "FP": 35978, + "IoU": 0.6345038853140869, + "TN": 74327661, + "TP": 121583, + "n_pred": 157561, + "n_ref": 155641 + }, + "4": { + "Dice": 0.5675704188205507, + "FN": 7898, + "FP": 300, + "IoU": 0.3962291942848726, + "TN": 74505702, + "TP": 5380, + "n_pred": 5680, + "n_ref": 13278 + }, + "5": { + "Dice": 0.44059532974082627, + "FN": 6720, + "FP": 2000, + "IoU": 0.2825407273325654, + "TN": 74507126, + "TP": 3434, + "n_pred": 5434, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9478646889101235, + "FN": 77347, + "FP": 90807, + "IoU": 0.9008961859936608, + "TN": 72822534, + "TP": 1528592, + "n_pred": 1619399, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.7547303382993562, + "FN": 59514, + "FP": 10471, + "IoU": 0.6060778331888642, + "TN": 74341618, + "TP": 107677, + "n_pred": 118148, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9600460170387414, + "FN": 2625, + "FP": 2515, + "IoU": 0.923162017520256, + "TN": 74452386, + "TP": 61754, + "n_pred": 64269, + "n_ref": 64379 + }, + "9": { + "Dice": 0.9072214007715971, + "FN": 12788, + "FP": 3589, + "IoU": 0.8301968957043765, + "TN": 74422833, + "TP": 80070, + "n_pred": 83659, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9370447495980967, + "FN": 14507, + "FP": 21560, + "IoU": 0.8815467530206941, + "TN": 65746697, + "TP": 268416, + "n_pred": 289976, + "n_ref": 282923 + }, + "10": { + "Dice": 0.41835074190160887, + "FN": 57439, + "FP": 15120, + "IoU": 0.26450285343577995, + "TN": 65952527, + "TP": 26094, + "n_pred": 41214, + "n_ref": 83533 + }, + "11": { + "Dice": 0.19648601831229895, + "FN": 3240, + "FP": 7, + "IoU": 0.10894621295279912, + "TN": 66047536, + "TP": 397, + "n_pred": 404, + "n_ref": 3637 + }, + "12": { + "Dice": 0.7081776670817767, + "FN": 1320, + "FP": 86, + "IoU": 0.5482005141388174, + "TN": 66048068, + "TP": 1706, + "n_pred": 1792, + "n_ref": 3026 + }, + "13": { + "Dice": 0.7450703752225469, + "FN": 14356, + "FP": 8411, + "IoU": 0.5937148669628995, + "TN": 65995143, + "TP": 33270, + "n_pred": 41681, + "n_ref": 47626 + }, + "14": { + "Dice": 0.3306507485025564, + "FN": 2114, + "FP": 226859, + "IoU": 0.1980716427110476, + "TN": 65765652, + "TP": 56555, + "n_pred": 283414, + "n_ref": 58669 + }, + "15": { + "Dice": 0.8149420926963158, + "FN": 6336, + "FP": 1957, + "IoU": 0.6876812412910029, + "TN": 66024627, + "TP": 18260, + "n_pred": 20217, + "n_ref": 24596 + }, + "2": { + "Dice": 0.8623856071590041, + "FN": 33317, + "FP": 1991, + "IoU": 0.7580649582020008, + "TN": 65905240, + "TP": 110632, + "n_pred": 112623, + "n_ref": 143949 + }, + "3": { + "Dice": 0.8919128110171056, + "FN": 7024, + "FP": 29284, + "IoU": 0.8049121223355954, + "TN": 65865069, + "TP": 149803, + "n_pred": 179087, + "n_ref": 156827 + }, + "4": { + "Dice": 0.8261961339467786, + "FN": 5016, + "FP": 5297, + "IoU": 0.703862167982771, + "TN": 66016355, + "TP": 24512, + "n_pred": 29809, + "n_ref": 29528 + }, + "5": { + "Dice": 0.5695982173943319, + "FN": 5889, + "FP": 292, + "IoU": 0.39820854833998637, + "TN": 66040909, + "TP": 4090, + "n_pred": 4382, + "n_ref": 9979 + }, + "6": { + "Dice": 0.9537246936409539, + "FN": 28063, + "FP": 68533, + "IoU": 0.9115427725804206, + "TN": 64959172, + "TP": 995412, + "n_pred": 1063945, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.542053978747437, + "FN": 611576, + "FP": 5079, + "IoU": 0.37179289963132034, + "TN": 65069569, + "TP": 364956, + "n_pred": 370035, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9371850616475073, + "FN": 2626, + "FP": 7920, + "IoU": 0.8817951534443722, + "TN": 65961962, + "TP": 78672, + "n_pred": 86592, + "n_ref": 81298 + }, + "9": { + "Dice": 0.9062873714422387, + "FN": 9458, + "FP": 3080, + "IoU": 0.8286339096562564, + "TN": 65978015, + "TP": 60627, + "n_pred": 63707, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.983451225962881, + "FN": 3978, + "FP": 1059, + "IoU": 0.9674412591706797, + "TN": 113317835, + "TP": 149668, + "n_pred": 150727, + "n_ref": 153646 + }, + "10": { + "Dice": 0.8593107209332653, + "FN": 8084, + "FP": 15650, + "IoU": 0.7533258501704498, + "TN": 113376324, + "TP": 72482, + "n_pred": 88132, + "n_ref": 80566 + }, + "11": { + "Dice": 0.6087325137770242, + "FN": 1794, + "FP": 52, + "IoU": 0.43753808653260207, + "TN": 113469258, + "TP": 1436, + "n_pred": 1488, + "n_ref": 3230 + }, + "12": { + "Dice": 0.8673331532018373, + "FN": 873, + "FP": 109, + "IoU": 0.7657442748091603, + "TN": 113468348, + "TP": 3210, + "n_pred": 3319, + "n_ref": 4083 + }, + "13": { + "Dice": 0.44697721289576675, + "FN": 48267, + "FP": 22526, + "IoU": 0.2878111104404338, + "TN": 113373138, + "TP": 28609, + "n_pred": 51135, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9246881664339741, + "FN": 22514, + "FP": 16756, + "IoU": 0.8599255932741456, + "TN": 113192189, + "TP": 241081, + "n_pred": 257837, + "n_ref": 263595 + }, + "15": { + "Dice": 0.5706628400194146, + "FN": 8362, + "FP": 11983, + "IoU": 0.39924998523592986, + "TN": 113438674, + "TP": 13521, + "n_pred": 25504, + "n_ref": 21883 + }, + "2": { + "Dice": 0.9684432917359737, + "FN": 4240, + "FP": 3766, + "IoU": 0.9388173078392712, + "TN": 113341686, + "TP": 122848, + "n_pred": 126614, + "n_ref": 127088 + }, + "3": { + "Dice": 0.9437109605362924, + "FN": 2682, + "FP": 11349, + "IoU": 0.8934211425836884, + "TN": 113340891, + "TP": 117618, + "n_pred": 128967, + "n_ref": 120300 + }, + "4": { + "Dice": 0.7397231734788213, + "FN": 2687, + "FP": 17302, + "IoU": 0.5869529280489317, + "TN": 113424146, + "TP": 28405, + "n_pred": 45707, + "n_ref": 31092 + }, + "5": { + "Dice": 0.4150431063743127, + "FN": 23655, + "FP": 2196, + "IoU": 0.26186397121809146, + "TN": 113437518, + "TP": 9171, + "n_pred": 11367, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9621761852840546, + "FN": 43213, + "FP": 43303, + "IoU": 0.9271093721696917, + "TN": 112285611, + "TP": 1100413, + "n_pred": 1143716, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.800302856300783, + "FN": 60530, + "FP": 18068, + "IoU": 0.6670874066042052, + "TN": 113236448, + "TP": 157494, + "n_pred": 175562, + "n_ref": 218024 + }, + "8": { + "Dice": 0.7860706473552408, + "FN": 73165, + "FP": 3804, + "IoU": 0.6475423348505802, + "TN": 113254162, + "TP": 141409, + "n_pred": 145213, + "n_ref": 214574 + }, + "9": { + "Dice": 0.8935142662439631, + "FN": 15768, + "FP": 5796, + "IoU": 0.807524434328558, + "TN": 113360505, + "TP": 90471, + "n_pred": 96267, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8066766769793042, + "FN": 7117, + "FP": 50434, + "IoU": 0.675991712738287, + "TN": 75019106, + "TP": 120071, + "n_pred": 170505, + "n_ref": 127188 + }, + "10": { + "Dice": 0.7655568907424425, + "FN": 35073, + "FP": 4727, + "IoU": 0.6201637685862076, + "TN": 75091946, + "TP": 64982, + "n_pred": 69709, + "n_ref": 100055 + }, + "11": { + "Dice": 0.5202729827378563, + "FN": 2248, + "FP": 142, + "IoU": 0.35160065111231686, + "TN": 75193042, + "TP": 1296, + "n_pred": 1438, + "n_ref": 3544 + }, + "12": { + "Dice": 0.5069142631371, + "FN": 1823, + "FP": 673, + "IoU": 0.3395078062979624, + "TN": 75192949, + "TP": 1283, + "n_pred": 1956, + "n_ref": 3106 + }, + "13": { + "Dice": 0.6065622168606013, + "FN": 25469, + "FP": 13178, + "IoU": 0.4352991028376048, + "TN": 75128290, + "TP": 29791, + "n_pred": 42969, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9500235545482535, + "FN": 4999, + "FP": 8474, + "IoU": 0.9048046350597047, + "TN": 75055198, + "TP": 128057, + "n_pred": 136531, + "n_ref": 133056 + }, + "15": { + "Dice": 0.7960340779895758, + "FN": 19899, + "FP": 7729, + "IoU": 0.661176586011945, + "TN": 75115187, + "TP": 53913, + "n_pred": 61642, + "n_ref": 73812 + }, + "2": { + "Dice": 0.9124044019017788, + "FN": 16392, + "FP": 8554, + "IoU": 0.8389188072268929, + "TN": 75041862, + "TP": 129920, + "n_pred": 138474, + "n_ref": 146312 + }, + "3": { + "Dice": 0.9213057836972055, + "FN": 3426, + "FP": 21189, + "IoU": 0.8540935603186647, + "TN": 75028024, + "TP": 144089, + "n_pred": 165278, + "n_ref": 147515 + }, + "4": { + "Dice": 0.910913460550911, + "FN": 2790, + "FP": 1547, + "IoU": 0.8364013579781214, + "TN": 75170218, + "TP": 22173, + "n_pred": 23720, + "n_ref": 24963 + }, + "5": { + "Dice": 0.180507974010632, + "FN": 6937, + "FP": 0, + "IoU": 0.09920789507856123, + "TN": 75189027, + "TP": 764, + "n_pred": 764, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9033811843870272, + "FN": 41952, + "FP": 217853, + "IoU": 0.8237877843469862, + "TN": 73722341, + "TP": 1214582, + "n_pred": 1432435, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.9044709155947552, + "FN": 10092, + "FP": 19845, + "IoU": 0.8256019200857514, + "TN": 75025069, + "TP": 141722, + "n_pred": 161567, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9165888821308346, + "FN": 8636, + "FP": 5215, + "IoU": 0.8460212997754408, + "TN": 75106774, + "TP": 76103, + "n_pred": 81318, + "n_ref": 84739 + }, + "9": { + "Dice": 0.813133625482373, + "FN": 15073, + "FP": 13497, + "IoU": 0.685109666042103, + "TN": 75105998, + "TP": 62160, + "n_pred": 75657, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9769458823529412, + "FN": 8248, + "FP": 1550, + "IoU": 0.954930795449841, + "TN": 86710473, + "TP": 207601, + "n_pred": 209151, + "n_ref": 215849 + }, + "10": { + "Dice": 0.7031837390785823, + "FN": 14583, + "FP": 31211, + "IoU": 0.5422385269744799, + "TN": 86827833, + "TP": 54245, + "n_pred": 85456, + "n_ref": 68828 + }, + "11": { + "Dice": 0.38484848484848483, + "FN": 1955, + "FP": 75, + "IoU": 0.23827392120075047, + "TN": 86925207, + "TP": 635, + "n_pred": 710, + "n_ref": 2590 + }, + "12": { + "Dice": 0.7246516098029794, + "FN": 1145, + "FP": 1720, + "IoU": 0.5681989449886963, + "TN": 86921237, + "TP": 3770, + "n_pred": 5490, + "n_ref": 4915 + }, + "13": { + "Dice": 0.6868247755008059, + "FN": 18075, + "FP": 15928, + "IoU": 0.5230259927899115, + "TN": 86856583, + "TP": 37286, + "n_pred": 53214, + "n_ref": 55361 + }, + "14": { + "Dice": 0.5939282947101501, + "FN": 11606, + "FP": 86399, + "IoU": 0.42240256487325917, + "TN": 86758195, + "TP": 71672, + "n_pred": 158071, + "n_ref": 83278 + }, + "15": { + "Dice": 0.8017563212113155, + "FN": 51085, + "FP": 4088, + "IoU": 0.6691095771286006, + "TN": 86761131, + "TP": 111568, + "n_pred": 115656, + "n_ref": 162653 + }, + "2": { + "Dice": 0.945713772435531, + "FN": 8405, + "FP": 4891, + "IoU": 0.8970180466269073, + "TN": 86798762, + "TP": 115814, + "n_pred": 120705, + "n_ref": 124219 + }, + "3": { + "Dice": 0.938279429015402, + "FN": 16377, + "FP": 3880, + "IoU": 0.8837348118302714, + "TN": 86753641, + "TP": 153974, + "n_pred": 157854, + "n_ref": 170351 + }, + "4": { + "Dice": 0.8249816123564965, + "FN": 3623, + "FP": 1850, + "IoU": 0.7021010232963205, + "TN": 86909500, + "TP": 12899, + "n_pred": 14749, + "n_ref": 16522 + }, + "5": { + "Dice": 0.8702261067832034, + "FN": 893, + "FP": 473, + "IoU": 0.7702657248570468, + "TN": 86921926, + "TP": 4580, + "n_pred": 5053, + "n_ref": 5473 + }, + "6": { + "Dice": 0.9247591458997538, + "FN": 31780, + "FP": 154140, + "IoU": 0.860048371835337, + "TN": 85599413, + "TP": 1142539, + "n_pred": 1296679, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.48301582324967496, + "FN": 692751, + "FP": 14640, + "IoU": 0.31840531407808664, + "TN": 85890025, + "TP": 330456, + "n_pred": 345096, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9483430888221275, + "FN": 2461, + "FP": 3196, + "IoU": 0.9017609058071686, + "TN": 86870288, + "TP": 51927, + "n_pred": 55123, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8311915941734855, + "FN": 5709, + "FP": 12590, + "IoU": 0.7111444356748224, + "TN": 86864522, + "TP": 45051, + "n_pred": 57641, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6594137954593865, + "FN": 6425, + "FP": 78320, + "IoU": 0.49188466450417606, + "TN": 37582817, + "TP": 82038, + "n_pred": 160358, + "n_ref": 88463 + }, + "10": { + "Dice": 0.7269810267857143, + "FN": 22767, + "FP": 4631, + "IoU": 0.571068493150685, + "TN": 37685725, + "TP": 36477, + "n_pred": 41108, + "n_ref": 59244 + }, + "11": { + "Dice": 0.7491741907068927, + "FN": 887, + "FP": 252, + "IoU": 0.598943661971831, + "TN": 37746760, + "TP": 1701, + "n_pred": 1953, + "n_ref": 2588 + }, + "12": { + "Dice": 0.19134120496518317, + "FN": 2601, + "FP": 70, + "IoU": 0.10579176431201875, + "TN": 37746613, + "TP": 316, + "n_pred": 386, + "n_ref": 2917 + }, + "13": { + "Dice": 0.6946920879558892, + "FN": 18742, + "FP": 4237, + "IoU": 0.5322055290908351, + "TN": 37700478, + "TP": 26143, + "n_pred": 30380, + "n_ref": 44885 + }, + "14": { + "Dice": 0.32886170418490057, + "FN": 8442, + "FP": 366378, + "IoU": 0.19678904194131816, + "TN": 37282948, + "TP": 91832, + "n_pred": 458210, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 21460, + "IoU": 0.0, + "TN": 37728140, + "TP": 0, + "n_pred": 21460, + "n_ref": 0 + }, + "2": { + "Dice": 0.7172876988505884, + "FN": 40105, + "FP": 7292, + "IoU": 0.559196086455117, + "TN": 37642076, + "TP": 60127, + "n_pred": 67419, + "n_ref": 100232 + }, + "3": { + "Dice": 0.7849146623618622, + "FN": 6770, + "FP": 38131, + "IoU": 0.6459749270677284, + "TN": 37622770, + "TP": 81929, + "n_pred": 120060, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 0, + "IoU": 0.0, + "TN": 37737906, + "TP": 0, + "n_pred": 0, + "n_ref": 11694 + }, + "5": { + "Dice": 0.7828427853553481, + "FN": 3506, + "FP": 124, + "IoU": 0.6431731052786789, + "TN": 37739427, + "TP": 6543, + "n_pred": 6667, + "n_ref": 10049 + }, + "6": { + "Dice": 0.8702358619379504, + "FN": 156170, + "FP": 18696, + "IoU": 0.7702810105397015, + "TN": 36988383, + "TP": 586351, + "n_pred": 605047, + "n_ref": 742521 + }, + "7": { + "Dice": 0.8690723278063918, + "FN": 67467, + "FP": 16242, + "IoU": 0.7684596894872086, + "TN": 37388069, + "TP": 277822, + "n_pred": 294064, + "n_ref": 345289 + }, + "8": { + "Dice": 0.941423870090596, + "FN": 3995, + "FP": 5225, + "IoU": 0.8893303405312624, + "TN": 37666289, + "TP": 74091, + "n_pred": 79316, + "n_ref": 78086 + }, + "9": { + "Dice": 0.8740693313820543, + "FN": 6990, + "FP": 6778, + "IoU": 0.7763083072023916, + "TN": 37688051, + "TP": 47781, + "n_pred": 54559, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9370765803825178, + "FN": 15028, + "FP": 9548, + "IoU": 0.8816030986689021, + "TN": 75699115, + "TP": 182997, + "n_pred": 192545, + "n_ref": 198025 + }, + "10": { + "Dice": 0.8913609424591047, + "FN": 15674, + "FP": 8321, + "IoU": 0.8040136565603764, + "TN": 75784256, + "TP": 98437, + "n_pred": 106758, + "n_ref": 114111 + }, + "11": { + "Dice": 0.6723209477652127, + "FN": 1845, + "FP": 589, + "IoU": 0.5063881565605354, + "TN": 75901757, + "TP": 2497, + "n_pred": 3086, + "n_ref": 4342 + }, + "12": { + "Dice": 0.4551561975142761, + "FN": 3229, + "FP": 15, + "IoU": 0.29462926723200694, + "TN": 75902089, + "TP": 1355, + "n_pred": 1370, + "n_ref": 4584 + }, + "13": { + "Dice": 0.7174178631950922, + "FN": 14195, + "FP": 7316, + "IoU": 0.5593543232890181, + "TN": 75857871, + "TP": 27306, + "n_pred": 34622, + "n_ref": 41501 + }, + "14": { + "Dice": 0.9121085839947616, + "FN": 3190, + "FP": 20031, + "IoU": 0.838418771005699, + "TN": 75762977, + "TP": 120490, + "n_pred": 140521, + "n_ref": 123680 + }, + "15": { + "Dice": 0.7844165725939739, + "FN": 61498, + "FP": 7634, + "IoU": 0.6453004828042668, + "TN": 75711785, + "TP": 125771, + "n_pred": 133405, + "n_ref": 187269 + }, + "2": { + "Dice": 0.9167689623542796, + "FN": 24303, + "FP": 6276, + "IoU": 0.8463281889953717, + "TN": 75707699, + "TP": 168410, + "n_pred": 174686, + "n_ref": 192713 + }, + "3": { + "Dice": 0.9353299013620677, + "FN": 14222, + "FP": 18553, + "IoU": 0.8785161737505977, + "TN": 75636899, + "TP": 237014, + "n_pred": 255567, + "n_ref": 251236 + }, + "4": { + "Dice": 0.9161352304914612, + "FN": 2523, + "FP": 2540, + "IoU": 0.8452486474921295, + "TN": 75873971, + "TP": 27654, + "n_pred": 30194, + "n_ref": 30177 + }, + "5": { + "Dice": 0.8885543847912137, + "FN": 1660, + "FP": 339, + "IoU": 0.7994582664526485, + "TN": 75896720, + "TP": 7969, + "n_pred": 8308, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9728012368344767, + "FN": 70976, + "FP": 20505, + "IoU": 0.9470428428443495, + "TN": 74179235, + "TP": 1635972, + "n_pred": 1656477, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.8223921589746351, + "FN": 75211, + "FP": 10537, + "IoU": 0.6983582567338913, + "TN": 75622417, + "TP": 198523, + "n_pred": 209060, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9630101832328086, + "FN": 3373, + "FP": 3416, + "IoU": 0.9286592478169037, + "TN": 75811525, + "TP": 88374, + "n_pred": 91790, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8413385278975929, + "FN": 17279, + "FP": 5527, + "IoU": 0.726129717915771, + "TN": 75823415, + "TP": 60467, + "n_pred": 65994, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9599657623298952, + "FN": 6447, + "FP": 943, + "IoU": 0.9230136158598202, + "TN": 61291759, + "TP": 88601, + "n_pred": 89544, + "n_ref": 95048 + }, + "10": { + "Dice": 0.8763674158763154, + "FN": 10599, + "FP": 8433, + "IoU": 0.7799412621695997, + "TN": 61301264, + "TP": 67454, + "n_pred": 75887, + "n_ref": 78053 + }, + "11": { + "Dice": 0.8106489184692179, + "FN": 906, + "FP": 232, + "IoU": 0.6815892557358701, + "TN": 61384176, + "TP": 2436, + "n_pred": 2668, + "n_ref": 3342 + }, + "12": { + "Dice": 0.860823122840088, + "FN": 629, + "FP": 257, + "IoU": 0.7556536127964699, + "TN": 61384124, + "TP": 2740, + "n_pred": 2997, + "n_ref": 3369 + }, + "13": { + "Dice": 0.5201693164352843, + "FN": 18810, + "FP": 19278, + "IoU": 0.35150596768426606, + "TN": 61329017, + "TP": 20645, + "n_pred": 39923, + "n_ref": 39455 + }, + "14": { + "Dice": 0.84952066854859, + "FN": 5670, + "FP": 15866, + "IoU": 0.7384058499137575, + "TN": 61305424, + "TP": 60790, + "n_pred": 76656, + "n_ref": 66460 + }, + "15": { + "Dice": 0.7635881822282363, + "FN": 15645, + "FP": 1127, + "IoU": 0.6175840211591956, + "TN": 61343892, + "TP": 27086, + "n_pred": 28213, + "n_ref": 42731 + }, + "2": { + "Dice": 0.9418334920992736, + "FN": 3644, + "FP": 12354, + "IoU": 0.89006171057876, + "TN": 61242232, + "TP": 129520, + "n_pred": 141874, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9231737122855715, + "FN": 12561, + "FP": 7588, + "IoU": 0.8573097841482069, + "TN": 61246542, + "TP": 121059, + "n_pred": 128647, + "n_ref": 133620 + }, + "4": { + "Dice": 0.7476127057890114, + "FN": 5784, + "FP": 3123, + "IoU": 0.5969500882392869, + "TN": 61365651, + "TP": 13192, + "n_pred": 16315, + "n_ref": 18976 + }, + "5": { + "Dice": 0.37810234428745304, + "FN": 20550, + "FP": 2954, + "IoU": 0.23312342980195114, + "TN": 61357101, + "TP": 7145, + "n_pred": 10099, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9673974702442496, + "FN": 47350, + "FP": 16503, + "IoU": 0.9368536705726218, + "TN": 60376559, + "TP": 947338, + "n_pred": 963841, + "n_ref": 994688 + }, + "7": { + "Dice": 0.7590083096299792, + "FN": 57921, + "FP": 19687, + "IoU": 0.6116143367597161, + "TN": 61187928, + "TP": 122214, + "n_pred": 141901, + "n_ref": 180135 + }, + "8": { + "Dice": 0.7211408580729799, + "FN": 97895, + "FP": 16889, + "IoU": 0.5638938913838041, + "TN": 61124548, + "TP": 148418, + "n_pred": 165307, + "n_ref": 246313 + }, + "9": { + "Dice": 0.9111611863638652, + "FN": 7338, + "FP": 6776, + "IoU": 0.8368191645566693, + "TN": 61301257, + "TP": 72379, + "n_pred": 79155, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9782267916409907, + "FN": 4544, + "FP": 3512, + "IoU": 0.9573815242347613, + "TN": 39559774, + "TP": 180970, + "n_pred": 184482, + "n_ref": 185514 + }, + "10": { + "Dice": 0.6475277180608228, + "FN": 25025, + "FP": 4159, + "IoU": 0.478773374292297, + "TN": 39692809, + "TP": 26807, + "n_pred": 30966, + "n_ref": 51832 + }, + "11": { + "Dice": 0.7, + "FN": 1197, + "FP": 375, + "IoU": 0.5384615384615384, + "TN": 39745394, + "TP": 1834, + "n_pred": 2209, + "n_ref": 3031 + }, + "12": { + "Dice": 0.8501404932875429, + "FN": 737, + "FP": 223, + "IoU": 0.739342926961716, + "TN": 39745117, + "TP": 2723, + "n_pred": 2946, + "n_ref": 3460 + }, + "13": { + "Dice": 0.6561184126579048, + "FN": 20672, + "FP": 3583, + "IoU": 0.48822635776680595, + "TN": 39701406, + "TP": 23139, + "n_pred": 26722, + "n_ref": 43811 + }, + "14": { + "Dice": 0.07590829386604611, + "FN": 24069, + "FP": 201487, + "IoU": 0.03945149476194532, + "TN": 39513980, + "TP": 9264, + "n_pred": 210751, + "n_ref": 33333 + }, + "15": { + "Dice": 0.829468462655267, + "FN": 10581, + "FP": 6333, + "IoU": 0.7086254715843512, + "TN": 39690751, + "TP": 41135, + "n_pred": 47468, + "n_ref": 51716 + }, + "2": { + "Dice": 0.8672794560952761, + "FN": 24343, + "FP": 4275, + "IoU": 0.7656605689392575, + "TN": 39626678, + "TP": 93504, + "n_pred": 97779, + "n_ref": 117847 + }, + "3": { + "Dice": 0.9002013804024166, + "FN": 3523, + "FP": 25468, + "IoU": 0.8185147393000006, + "TN": 39589057, + "TP": 130752, + "n_pred": 156220, + "n_ref": 134275 + }, + "4": { + "Dice": 0.8976539903588645, + "FN": 2824, + "FP": 1953, + "IoU": 0.8143123688097644, + "TN": 39723074, + "TP": 20949, + "n_pred": 22902, + "n_ref": 23773 + }, + "5": { + "Dice": 0.8112602858380251, + "FN": 1841, + "FP": 338, + "IoU": 0.6824540950160303, + "TN": 39741938, + "TP": 4683, + "n_pred": 5021, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9279486397307688, + "FN": 32113, + "FP": 107006, + "IoU": 0.8655822604410734, + "TN": 38713825, + "TP": 895856, + "n_pred": 1002862, + "n_ref": 927969 + }, + "7": { + "Dice": 0.47629521066710395, + "FN": 499717, + "FP": 11267, + "IoU": 0.3125902169511682, + "TN": 39005453, + "TP": 232363, + "n_pred": 243630, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9676924938490703, + "FN": 1550, + "FP": 1654, + "IoU": 0.9374072048136282, + "TN": 39697612, + "TP": 47984, + "n_pred": 49638, + "n_ref": 49534 + }, + "9": { + "Dice": 0.9121007978295358, + "FN": 1959, + "FP": 5687, + "IoU": 0.8384056133231887, + "TN": 39701484, + "TP": 39670, + "n_pred": 45357, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9016904315760995, + "FN": 6970, + "FP": 12652, + "IoU": 0.820980220421867, + "TN": 101287000, + "TP": 89986, + "n_pred": 102638, + "n_ref": 96956 + }, + "10": { + "Dice": 0.8065290580881787, + "FN": 24777, + "FP": 2864, + "IoU": 0.675784411471468, + "TN": 101311353, + "TP": 57614, + "n_pred": 60478, + "n_ref": 82391 + }, + "11": { + "Dice": 0.6419928825622776, + "FN": 2823, + "FP": 195, + "IoU": 0.4727463312368973, + "TN": 101390884, + "TP": 2706, + "n_pred": 2901, + "n_ref": 5529 + }, + "12": { + "Dice": 0.505079006772009, + "FN": 3435, + "FP": 73, + "IoU": 0.33786334465836165, + "TN": 101391310, + "TP": 1790, + "n_pred": 1863, + "n_ref": 5225 + }, + "13": { + "Dice": 0.8632774414742593, + "FN": 9658, + "FP": 3103, + "IoU": 0.759444276881315, + "TN": 101343560, + "TP": 40287, + "n_pred": 43390, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9783712965729653, + "FN": 5297, + "FP": 2231, + "IoU": 0.9576583873290136, + "TN": 101218816, + "TP": 170264, + "n_pred": 172495, + "n_ref": 175561 + }, + "15": { + "Dice": 0.8551351570909239, + "FN": 5821, + "FP": 1312, + "IoU": 0.7469311005463706, + "TN": 101368422, + "TP": 21053, + "n_pred": 22365, + "n_ref": 26874 + }, + "2": { + "Dice": 0.9052405331582011, + "FN": 30118, + "FP": 1625, + "IoU": 0.8268853210008508, + "TN": 101213244, + "TP": 151621, + "n_pred": 153246, + "n_ref": 181739 + }, + "3": { + "Dice": 0.9053488205743339, + "FN": 2637, + "FP": 31767, + "IoU": 0.8270660440427661, + "TN": 101197665, + "TP": 164539, + "n_pred": 196306, + "n_ref": 167176 + }, + "4": { + "Dice": 0.5812755925052736, + "FN": 777, + "FP": 12721, + "IoU": 0.40971705951808285, + "TN": 101373741, + "TP": 9369, + "n_pred": 22090, + "n_ref": 10146 + }, + "5": { + "Dice": 0.5990492957746479, + "FN": 21503, + "FP": 1271, + "IoU": 0.42760198054640963, + "TN": 101356821, + "TP": 17013, + "n_pred": 18284, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9433494130910716, + "FN": 67099, + "FP": 144698, + "IoU": 0.892773282652213, + "TN": 99421382, + "TP": 1763429, + "n_pred": 1908127, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.7792855045611478, + "FN": 153142, + "FP": 21256, + "IoU": 0.63838473899746, + "TN": 100914333, + "TP": 307877, + "n_pred": 329133, + "n_ref": 461019 + }, + "8": { + "Dice": 0.6829301847948389, + "FN": 116727, + "FP": 12335, + "IoU": 0.5185223872801749, + "TN": 101128554, + "TP": 138992, + "n_pred": 151327, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9341925182481752, + "FN": 4709, + "FP": 6831, + "IoU": 0.8765115034777956, + "TN": 101303158, + "TP": 81910, + "n_pred": 88741, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9458768115097177, + "FN": 14173, + "FP": 9038, + "IoU": 0.8973114545221273, + "TN": 73657471, + "TP": 202822, + "n_pred": 211860, + "n_ref": 216995 + }, + "10": { + "Dice": 0.1940214029037396, + "FN": 61101, + "FP": 61361, + "IoU": 0.10743283625603126, + "TN": 73746302, + "TP": 14740, + "n_pred": 76101, + "n_ref": 75841 + }, + "11": { + "Dice": 0.6391656288916563, + "FN": 2153, + "FP": 2483, + "IoU": 0.4696865705788149, + "TN": 73874762, + "TP": 4106, + "n_pred": 6589, + "n_ref": 6259 + }, + "12": { + "Dice": 0.2568263379622406, + "FN": 4718, + "FP": 45, + "IoU": 0.1473326172574293, + "TN": 73877918, + "TP": 823, + "n_pred": 868, + "n_ref": 5541 + }, + "13": { + "Dice": 0.0, + "FN": 61239, + "FP": 23029, + "IoU": 0.0, + "TN": 73799236, + "TP": 0, + "n_pred": 23029, + "n_ref": 61239 + }, + "14": { + "Dice": 0.5706133228102661, + "FN": 7152, + "FP": 134303, + "IoU": 0.3992015120304105, + "TN": 73648059, + "TP": 93990, + "n_pred": 228293, + "n_ref": 101142 + }, + "15": { + "Dice": 0.8687262278076524, + "FN": 40027, + "FP": 15022, + "IoU": 0.7679186498986075, + "TN": 73646307, + "TP": 182148, + "n_pred": 197170, + "n_ref": 222175 + }, + "2": { + "Dice": 0.407358290852019, + "FN": 140827, + "FP": 5306, + "IoU": 0.2557752245920675, + "TN": 73687148, + "TP": 50223, + "n_pred": 55529, + "n_ref": 191050 + }, + "3": { + "Dice": 0.6568253095572995, + "FN": 23859, + "FP": 147170, + "IoU": 0.4890095936373061, + "TN": 73548803, + "TP": 163672, + "n_pred": 310842, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 17530, + "IoU": 0.0, + "TN": 73818086, + "TP": 0, + "n_pred": 17530, + "n_ref": 47888 + }, + "5": { + "Dice": 0.402133062468258, + "FN": 11169, + "FP": 603, + "IoU": 0.25166867967707074, + "TN": 73867773, + "TP": 3959, + "n_pred": 4562, + "n_ref": 15128 + }, + "6": { + "Dice": 0.7335633972578982, + "FN": 314004, + "FP": 693773, + "IoU": 0.5792342038042638, + "TN": 71488402, + "TP": 1387325, + "n_pred": 2081098, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.38196138112240585, + "FN": 113869, + "FP": 76189, + "IoU": 0.2360644404070936, + "TN": 73634716, + "TP": 58730, + "n_pred": 134919, + "n_ref": 172599 + }, + "8": { + "Dice": 0.871089025608666, + "FN": 13185, + "FP": 6427, + "IoU": 0.771618883480448, + "TN": 73797630, + "TP": 66262, + "n_pred": 72689, + "n_ref": 79447 + }, + "9": { + "Dice": 0.760309451732257, + "FN": 11067, + "FP": 38815, + "IoU": 0.6133058389407423, + "TN": 73754508, + "TP": 79114, + "n_pred": 117929, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9725652493158, + "FN": 5217, + "FP": 5058, + "IoU": 0.9465956340956341, + "TN": 69303376, + "TP": 182125, + "n_pred": 187183, + "n_ref": 187342 + }, + "10": { + "Dice": 0.5798478914704733, + "FN": 35566, + "FP": 10673, + "IoU": 0.40829984900058863, + "TN": 69417630, + "TP": 31907, + "n_pred": 42580, + "n_ref": 67473 + }, + "11": { + "Dice": 0.8041114255921347, + "FN": 762, + "FP": 553, + "IoU": 0.6723966118584953, + "TN": 69491762, + "TP": 2699, + "n_pred": 3252, + "n_ref": 3461 + }, + "12": { + "Dice": 0.6763572679509632, + "FN": 1221, + "FP": 627, + "IoU": 0.5109817412013761, + "TN": 69491997, + "TP": 1931, + "n_pred": 2558, + "n_ref": 3152 + }, + "13": { + "Dice": 0.6963733663091913, + "FN": 28825, + "FP": 13898, + "IoU": 0.5341816040821666, + "TN": 69404060, + "TP": 48993, + "n_pred": 62891, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9233503188684932, + "FN": 17760, + "FP": 4367, + "IoU": 0.8576144451165365, + "TN": 69340374, + "TP": 133275, + "n_pred": 137642, + "n_ref": 151035 + }, + "15": { + "Dice": 0.5837111292578304, + "FN": 31808, + "FP": 56894, + "IoU": 0.41214129498310026, + "TN": 69344886, + "TP": 62188, + "n_pred": 119082, + "n_ref": 93996 + }, + "2": { + "Dice": 0.9626447579102729, + "FN": 7964, + "FP": 3071, + "IoU": 0.9279798461046462, + "TN": 69342555, + "TP": 142186, + "n_pred": 145257, + "n_ref": 150150 + }, + "3": { + "Dice": 0.966350494845664, + "FN": 8287, + "FP": 3154, + "IoU": 0.9348918468271086, + "TN": 69320053, + "TP": 164282, + "n_pred": 167436, + "n_ref": 172569 + }, + "4": { + "Dice": 0.7761096119153758, + "FN": 11091, + "FP": 3926, + "IoU": 0.6341332683639908, + "TN": 69454731, + "TP": 26028, + "n_pred": 29954, + "n_ref": 37119 + }, + "5": { + "Dice": 0.8522776635486954, + "FN": 4378, + "FP": 723, + "IoU": 0.7425817521194994, + "TN": 69475960, + "TP": 14715, + "n_pred": 15438, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9532302146501074, + "FN": 60330, + "FP": 76005, + "IoU": 0.9106397872684884, + "TN": 67970097, + "TP": 1389344, + "n_pred": 1465349, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.9274437671798343, + "FN": 19788, + "FP": 26088, + "IoU": 0.8647040955057671, + "TN": 69156697, + "TP": 293203, + "n_pred": 319291, + "n_ref": 312991 + }, + "8": { + "Dice": 0.8996705707914073, + "FN": 13446, + "FP": 3335, + "IoU": 0.8176374701151924, + "TN": 69403756, + "TP": 75239, + "n_pred": 78574, + "n_ref": 88685 + }, + "9": { + "Dice": 0.901235180316484, + "FN": 7697, + "FP": 8231, + "IoU": 0.8202257336343115, + "TN": 69407176, + "TP": 72672, + "n_pred": 80903, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9096325442837508, + "FN": 6835, + "FP": 32024, + "IoU": 0.8342440335274169, + "TN": 50599117, + "TP": 195576, + "n_pred": 227600, + "n_ref": 202411 + }, + "10": { + "Dice": 0.8169951331985903, + "FN": 19855, + "FP": 5226, + "IoU": 0.6906101201490144, + "TN": 50752486, + "TP": 55985, + "n_pred": 61211, + "n_ref": 75840 + }, + "11": { + "Dice": 0.7941650411330676, + "FN": 2047, + "FP": 380, + "IoU": 0.6586017724011816, + "TN": 50826443, + "TP": 4682, + "n_pred": 5062, + "n_ref": 6729 + }, + "12": { + "Dice": 0.409255784865541, + "FN": 4663, + "FP": 60, + "IoU": 0.2572731561566284, + "TN": 50827193, + "TP": 1636, + "n_pred": 1696, + "n_ref": 6299 + }, + "13": { + "Dice": 0.6424298104581597, + "FN": 18894, + "FP": 13799, + "IoU": 0.47322032805903774, + "TN": 50771490, + "TP": 29369, + "n_pred": 43168, + "n_ref": 48263 + }, + "14": { + "Dice": 0.24145526220485997, + "FN": 30402, + "FP": 97365, + "IoU": 0.13730402020229301, + "TN": 50685450, + "TP": 20335, + "n_pred": 117700, + "n_ref": 50737 + }, + "15": { + "Dice": 0.29672833318144537, + "FN": 23360, + "FP": 30659, + "IoU": 0.17421080791867308, + "TN": 50768137, + "TP": 11396, + "n_pred": 42055, + "n_ref": 34756 + }, + "2": { + "Dice": 0.9291747247108971, + "FN": 23730, + "FP": 4982, + "IoU": 0.8677183347769198, + "TN": 50616500, + "TP": 188340, + "n_pred": 193322, + "n_ref": 212070 + }, + "3": { + "Dice": 0.9366032200408736, + "FN": 5840, + "FP": 20869, + "IoU": 0.8807655220442492, + "TN": 50609548, + "TP": 197295, + "n_pred": 218164, + "n_ref": 203135 + }, + "4": { + "Dice": 0.6574226370347703, + "FN": 778, + "FP": 17134, + "IoU": 0.48967207042935695, + "TN": 50798453, + "TP": 17187, + "n_pred": 34321, + "n_ref": 17965 + }, + "5": { + "Dice": 0.8723030069060181, + "FN": 2676, + "FP": 301, + "IoU": 0.7735260555344238, + "TN": 50820407, + "TP": 10168, + "n_pred": 10469, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9267051658488563, + "FN": 39788, + "FP": 301348, + "IoU": 0.8634208759439119, + "TN": 48335835, + "TP": 2156581, + "n_pred": 2457929, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.8003564238804, + "FN": 46476, + "FP": 44265, + "IoU": 0.6671618469122761, + "TN": 50560924, + "TP": 181887, + "n_pred": 226152, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9586378517402337, + "FN": 5269, + "FP": 3158, + "IoU": 0.9205614524613035, + "TN": 50727470, + "TP": 97655, + "n_pred": 100813, + "n_ref": 102924 + }, + "9": { + "Dice": 0.8863272465992202, + "FN": 15201, + "FP": 10428, + "IoU": 0.7958596848963726, + "TN": 50708006, + "TP": 99917, + "n_pred": 110345, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9685907002887989, + "FN": 12063, + "FP": 901, + "IoU": 0.9390944027361477, + "TN": 76672006, + "TP": 199890, + "n_pred": 200791, + "n_ref": 211953 + }, + "10": { + "Dice": 0.7152020915986441, + "FN": 17908, + "FP": 19564, + "IoU": 0.5566650497497723, + "TN": 76800337, + "TP": 47051, + "n_pred": 66615, + "n_ref": 64959 + }, + "11": { + "Dice": 0.6900659434162945, + "FN": 1252, + "FP": 205, + "IoU": 0.5267944137707048, + "TN": 76881781, + "TP": 1622, + "n_pred": 1827, + "n_ref": 2874 + }, + "12": { + "Dice": 0.6934125804853888, + "FN": 1209, + "FP": 29, + "IoU": 0.530705079605762, + "TN": 76882222, + "TP": 1400, + "n_pred": 1429, + "n_ref": 2609 + }, + "13": { + "Dice": 0.5630216296147773, + "FN": 20319, + "FP": 14551, + "IoU": 0.3918093975651446, + "TN": 76827526, + "TP": 22464, + "n_pred": 37015, + "n_ref": 42783 + }, + "14": { + "Dice": 0.9172456431382872, + "FN": 6587, + "FP": 6932, + "IoU": 0.847141031874357, + "TN": 76796419, + "TP": 74922, + "n_pred": 81854, + "n_ref": 81509 + }, + "15": { + "Dice": 0.45511861508869417, + "FN": 27238, + "FP": 3356, + "IoU": 0.2945977727052639, + "TN": 76841489, + "TP": 12777, + "n_pred": 16133, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9423425764202645, + "FN": 5973, + "FP": 6010, + "IoU": 0.8909714576869535, + "TN": 76774953, + "TP": 97924, + "n_pred": 103934, + "n_ref": 103897 + }, + "3": { + "Dice": 0.8710727482453224, + "FN": 8301, + "FP": 18077, + "IoU": 0.7715933395100747, + "TN": 76769373, + "TP": 89109, + "n_pred": 107186, + "n_ref": 97410 + }, + "4": { + "Dice": 0.9319521121518516, + "FN": 2346, + "FP": 945, + "IoU": 0.872575211987455, + "TN": 76859033, + "TP": 22536, + "n_pred": 23481, + "n_ref": 24882 + }, + "5": { + "Dice": 0.7843929974446012, + "FN": 5472, + "FP": 181, + "IoU": 0.6452685742971888, + "TN": 76868924, + "TP": 10283, + "n_pred": 10464, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9713925267543041, + "FN": 27647, + "FP": 37343, + "IoU": 0.9443763068229961, + "TN": 75716473, + "TP": 1103397, + "n_pred": 1140740, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.8400520156046815, + "FN": 29695, + "FP": 20366, + "IoU": 0.7242152466367713, + "TN": 76703338, + "TP": 131461, + "n_pred": 151827, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9620488235332855, + "FN": 4261, + "FP": 1502, + "IoU": 0.9268729063039285, + "TN": 76806052, + "TP": 73045, + "n_pred": 74547, + "n_ref": 77306 + }, + "9": { + "Dice": 0.9190016878273428, + "FN": 12544, + "FP": 1421, + "IoU": 0.8501416491393742, + "TN": 76791672, + "TP": 79223, + "n_pred": 80644, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8077273002972039, + "FN": 18037, + "FP": 32683, + "IoU": 0.6774685862542605, + "TN": 130842676, + "TP": 106536, + "n_pred": 139219, + "n_ref": 124573 + }, + "10": { + "Dice": 0.689382756772358, + "FN": 15764, + "FP": 21903, + "IoU": 0.5259985402562102, + "TN": 130920466, + "TP": 41799, + "n_pred": 63702, + "n_ref": 57563 + }, + "11": { + "Dice": 0.4907778668805132, + "FN": 3732, + "FP": 78, + "IoU": 0.32518597236981933, + "TN": 130994286, + "TP": 1836, + "n_pred": 1914, + "n_ref": 5568 + }, + "12": { + "Dice": 0.7229157938835358, + "FN": 2988, + "FP": 319, + "IoU": 0.5660674452171631, + "TN": 130992311, + "TP": 4314, + "n_pred": 4633, + "n_ref": 7302 + }, + "13": { + "Dice": 0.5999381164768653, + "FN": 38669, + "FP": 14342, + "IoU": 0.4285082849103591, + "TN": 130907173, + "TP": 39748, + "n_pred": 54090, + "n_ref": 78417 + }, + "14": { + "Dice": 0.8142402090806001, + "FN": 276914, + "FP": 28432, + "IoU": 0.6866822566561012, + "TN": 130025375, + "TP": 669211, + "n_pred": 697643, + "n_ref": 946125 + }, + "15": { + "Dice": 0.04821559177090561, + "FN": 22739, + "FP": 78765, + "IoU": 0.024703338938265675, + "TN": 130895857, + "TP": 2571, + "n_pred": 81336, + "n_ref": 25310 + }, + "2": { + "Dice": 0.6941598494361104, + "FN": 99169, + "FP": 6296, + "IoU": 0.5315810278435361, + "TN": 130774781, + "TP": 119686, + "n_pred": 125982, + "n_ref": 218855 + }, + "3": { + "Dice": 0.8392300914215023, + "FN": 17791, + "FP": 83836, + "IoU": 0.7229943550563268, + "TN": 130633055, + "TP": 265250, + "n_pred": 349086, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 5287, + "IoU": 0.0, + "TN": 130992365, + "TP": 0, + "n_pred": 5287, + "n_ref": 2280 + }, + "5": { + "Dice": 0.5597311677401288, + "FN": 13725, + "FP": 1997, + "IoU": 0.3886296469124281, + "TN": 130974216, + "TP": 9994, + "n_pred": 11991, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8837169134834257, + "FN": 86446, + "FP": 278453, + "IoU": 0.7916602196680371, + "TN": 129248471, + "TP": 1386562, + "n_pred": 1665015, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.6189325805494309, + "FN": 77888, + "FP": 77485, + "IoU": 0.44815522532249813, + "TN": 130718380, + "TP": 126179, + "n_pred": 203664, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9518865300825067, + "FN": 7941, + "FP": 3996, + "IoU": 0.9081903414116398, + "TN": 130869913, + "TP": 118082, + "n_pred": 122078, + "n_ref": 126023 + }, + "9": { + "Dice": 0.7574703137921888, + "FN": 8675, + "FP": 22411, + "IoU": 0.6096194901419063, + "TN": 130920302, + "TP": 48544, + "n_pred": 70955, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9610713940257296, + "FN": 2770, + "FP": 1657, + "IoU": 0.9250600941192403, + "TN": 74367624, + "TP": 54647, + "n_pred": 56304, + "n_ref": 57417 + }, + "10": { + "Dice": 0.6821840012980691, + "FN": 36732, + "FP": 2442, + "IoU": 0.5176625583313839, + "TN": 74345481, + "TP": 42043, + "n_pred": 44485, + "n_ref": 78775 + }, + "11": { + "Dice": 0.5669515669515669, + "FN": 1393, + "FP": 127, + "IoU": 0.3956262425447316, + "TN": 74424183, + "TP": 995, + "n_pred": 1122, + "n_ref": 2388 + }, + "12": { + "Dice": 0.6494791666666667, + "FN": 1210, + "FP": 136, + "IoU": 0.4809101426918627, + "TN": 74424105, + "TP": 1247, + "n_pred": 1383, + "n_ref": 2457 + }, + "13": { + "Dice": 0.4457002489106078, + "FN": 69216, + "FP": 15629, + "IoU": 0.28675308517435016, + "TN": 74307742, + "TP": 34111, + "n_pred": 49740, + "n_ref": 103327 + }, + "14": { + "Dice": 0.903458500753583, + "FN": 23732, + "FP": 7719, + "IoU": 0.8239163783354049, + "TN": 74248084, + "TP": 147163, + "n_pred": 154882, + "n_ref": 170895 + }, + "15": { + "Dice": 0.3188511844873319, + "FN": 15246, + "FP": 14542, + "IoU": 0.1896626768226333, + "TN": 74389938, + "TP": 6972, + "n_pred": 21514, + "n_ref": 22218 + }, + "2": { + "Dice": 0.9192906508048778, + "FN": 10877, + "FP": 8065, + "IoU": 0.8506363449983441, + "TN": 74299880, + "TP": 107876, + "n_pred": 115941, + "n_ref": 118753 + }, + "3": { + "Dice": 0.9326028089399765, + "FN": 13063, + "FP": 4011, + "IoU": 0.8737167539421911, + "TN": 74291494, + "TP": 118130, + "n_pred": 122141, + "n_ref": 131193 + }, + "4": { + "Dice": 0.6114632562098238, + "FN": 16810, + "FP": 537, + "IoU": 0.44036519663193213, + "TN": 74395701, + "TP": 13650, + "n_pred": 14187, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9741358086452299, + "FN": 21051, + "FP": 24963, + "IoU": 0.9495757984872959, + "TN": 73514160, + "TP": 866524, + "n_pred": 891487, + "n_ref": 887575 + }, + "7": { + "Dice": 0.6722067068880977, + "FN": 71685, + "FP": 5194, + "IoU": 0.506258549711959, + "TN": 74270991, + "TP": 78828, + "n_pred": 84022, + "n_ref": 150513 + }, + "8": { + "Dice": 0.9110299769408148, + "FN": 5304, + "FP": 2104, + "IoU": 0.8365978471854597, + "TN": 74381362, + "TP": 37928, + "n_pred": 40032, + "n_ref": 43232 + }, + "9": { + "Dice": 0.8625730169032367, + "FN": 3205, + "FP": 6535, + "IoU": 0.7583546282283474, + "TN": 74386391, + "TP": 30567, + "n_pred": 37102, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9411838405212016, + "FN": 5183, + "FP": 11717, + "IoU": 0.888902036576868, + "TN": 106494570, + "TP": 135218, + "n_pred": 146935, + "n_ref": 140401 + }, + "10": { + "Dice": 0.8373827253986285, + "FN": 19728, + "FP": 11194, + "IoU": 0.7202565656748419, + "TN": 106536151, + "TP": 79615, + "n_pred": 90809, + "n_ref": 99343 + }, + "11": { + "Dice": 0.5613745704467354, + "FN": 2609, + "FP": 582, + "IoU": 0.39021593732084847, + "TN": 106641455, + "TP": 2042, + "n_pred": 2624, + "n_ref": 4651 + }, + "12": { + "Dice": 0.792803970223325, + "FN": 1636, + "FP": 368, + "IoU": 0.656731757451182, + "TN": 106640850, + "TP": 3834, + "n_pred": 4202, + "n_ref": 5470 + }, + "13": { + "Dice": 0.7128907134340523, + "FN": 17326, + "FP": 1697, + "IoU": 0.5538696060037523, + "TN": 106604048, + "TP": 23617, + "n_pred": 25314, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9290647280861177, + "FN": 3799, + "FP": 6349, + "IoU": 0.8675264999216751, + "TN": 106570084, + "TP": 66456, + "n_pred": 72805, + "n_ref": 70255 + }, + "15": { + "Dice": 0.18447296036448677, + "FN": 18949, + "FP": 48354, + "IoU": 0.10160848962157111, + "TN": 106571773, + "TP": 7612, + "n_pred": 55966, + "n_ref": 26561 + }, + "2": { + "Dice": 0.7505213369909153, + "FN": 72584, + "FP": 3264, + "IoU": 0.6006675897797691, + "TN": 106456751, + "TP": 114089, + "n_pred": 117353, + "n_ref": 186673 + }, + "3": { + "Dice": 0.7760492088586574, + "FN": 4457, + "FP": 79828, + "IoU": 0.6340526224383467, + "TN": 106416368, + "TP": 146035, + "n_pred": 225863, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8783280847409104, + "FN": 879, + "FP": 1671, + "IoU": 0.7830525778458397, + "TN": 106634934, + "TP": 9204, + "n_pred": 10875, + "n_ref": 10083 + }, + "5": { + "Dice": 0.7501372872048325, + "FN": 1710, + "FP": 110, + "IoU": 0.6001757469244289, + "TN": 106642136, + "TP": 2732, + "n_pred": 2842, + "n_ref": 4442 + }, + "6": { + "Dice": 0.975614841491731, + "FN": 37295, + "FP": 24457, + "IoU": 0.9523906446599067, + "TN": 105349632, + "TP": 1235304, + "n_pred": 1259761, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.9335451580773181, + "FN": 35979, + "FP": 6855, + "IoU": 0.8753724221404963, + "TN": 106302992, + "TP": 300862, + "n_pred": 307717, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9583471004660906, + "FN": 2870, + "FP": 3055, + "IoU": 0.9200253759144777, + "TN": 106572602, + "TP": 68161, + "n_pred": 71216, + "n_ref": 71031 + }, + "9": { + "Dice": 0.906684978285884, + "FN": 11803, + "FP": 3281, + "IoU": 0.8292989305720591, + "TN": 106558323, + "TP": 73281, + "n_pred": 76562, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9413134349654795, + "FN": 9609, + "FP": 8488, + "IoU": 0.8891332581846697, + "TN": 107963696, + "TP": 145135, + "n_pred": 153623, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8745207762828908, + "FN": 7690, + "FP": 13388, + "IoU": 0.7770208084291593, + "TN": 108032399, + "TP": 73451, + "n_pred": 86839, + "n_ref": 81141 + }, + "11": { + "Dice": 0.6114842903575298, + "FN": 1626, + "FP": 167, + "IoU": 0.4403870162297129, + "TN": 108123724, + "TP": 1411, + "n_pred": 1578, + "n_ref": 3037 + }, + "12": { + "Dice": 0.7698348226374222, + "FN": 1131, + "FP": 569, + "IoU": 0.6257979308826767, + "TN": 108122385, + "TP": 2843, + "n_pred": 3412, + "n_ref": 3974 + }, + "13": { + "Dice": 0.7376714597084126, + "FN": 29532, + "FP": 4529, + "IoU": 0.5843735890959232, + "TN": 108044977, + "TP": 47890, + "n_pred": 52419, + "n_ref": 77422 + }, + "14": { + "Dice": 0.7035287323130234, + "FN": 9439, + "FP": 16228, + "IoU": 0.542648919299371, + "TN": 108070807, + "TP": 30454, + "n_pred": 46682, + "n_ref": 39893 + }, + "15": { + "Dice": 0.18453159276829809, + "FN": 18693, + "FP": 56768, + "IoU": 0.10164406719127608, + "TN": 108042929, + "TP": 8538, + "n_pred": 65306, + "n_ref": 27231 + }, + "2": { + "Dice": 0.9155379797200515, + "FN": 20698, + "FP": 10613, + "IoU": 0.8442324051917557, + "TN": 107925917, + "TP": 169700, + "n_pred": 180313, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9416067140296659, + "FN": 11635, + "FP": 11757, + "IoU": 0.8896567339487624, + "TN": 107914935, + "TP": 188601, + "n_pred": 200358, + "n_ref": 200236 + }, + "4": { + "Dice": 0.9089601126519117, + "FN": 3616, + "FP": 2332, + "IoU": 0.8331135490025532, + "TN": 108091287, + "TP": 29693, + "n_pred": 32025, + "n_ref": 33309 + }, + "5": { + "Dice": 0.8407809110629068, + "FN": 970, + "FP": 131, + "IoU": 0.7252994011976048, + "TN": 108122920, + "TP": 2907, + "n_pred": 3038, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9774589579260149, + "FN": 40542, + "FP": 25820, + "IoU": 0.9559117118110665, + "TN": 106621721, + "TP": 1438845, + "n_pred": 1464665, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.8810378514165207, + "FN": 29115, + "FP": 32259, + "IoU": 0.7873705580942548, + "TN": 107838285, + "TP": 227269, + "n_pred": 259528, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9579019697663765, + "FN": 1349, + "FP": 2327, + "IoU": 0.9192052397907601, + "TN": 108081430, + "TP": 41822, + "n_pred": 44149, + "n_ref": 43171 + }, + "9": { + "Dice": 0.9253781378457118, + "FN": 3770, + "FP": 5579, + "IoU": 0.8611197765794673, + "TN": 108059611, + "TP": 57968, + "n_pred": 63547, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8832476410663416, + "FN": 9310, + "FP": 21141, + "IoU": 0.7909073430654929, + "TN": 62424526, + "TP": 115183, + "n_pred": 136324, + "n_ref": 124493 + }, + "10": { + "Dice": 0.7606885170402211, + "FN": 19505, + "FP": 5437, + "IoU": 0.6137992970286298, + "TN": 62505577, + "TP": 39641, + "n_pred": 45078, + "n_ref": 59146 + }, + "11": { + "Dice": 0.6084891659246067, + "FN": 1027, + "FP": 292, + "IoU": 0.4372866894197952, + "TN": 62567816, + "TP": 1025, + "n_pred": 1317, + "n_ref": 2052 + }, + "12": { + "Dice": 0.7396496815286624, + "FN": 1480, + "FP": 482, + "IoU": 0.5868603916614024, + "TN": 62565411, + "TP": 2787, + "n_pred": 3269, + "n_ref": 4267 + }, + "13": { + "Dice": 0.8095784854051847, + "FN": 9980, + "FP": 4946, + "IoU": 0.6800771621476798, + "TN": 62523505, + "TP": 31729, + "n_pred": 36675, + "n_ref": 41709 + }, + "14": { + "Dice": 0.9561286784338062, + "FN": 23190, + "FP": 7208, + "IoU": 0.9159449624492595, + "TN": 62208516, + "TP": 331246, + "n_pred": 338454, + "n_ref": 354436 + }, + "15": { + "Dice": 0.606468060388643, + "FN": 34959, + "FP": 38210, + "IoU": 0.43520212429273863, + "TN": 62440611, + "TP": 56380, + "n_pred": 94590, + "n_ref": 91339 + }, + "2": { + "Dice": 0.8664886779392861, + "FN": 35570, + "FP": 4936, + "IoU": 0.7644287807941936, + "TN": 62398212, + "TP": 131442, + "n_pred": 136378, + "n_ref": 167012 + }, + "3": { + "Dice": 0.9049791557547417, + "FN": 9245, + "FP": 30848, + "IoU": 0.8264492502683797, + "TN": 62339144, + "TP": 190923, + "n_pred": 221771, + "n_ref": 200168 + }, + "4": { + "Dice": 0.9267757644890975, + "FN": 2356, + "FP": 982, + "IoU": 0.8635434551549341, + "TN": 62545698, + "TP": 21124, + "n_pred": 22106, + "n_ref": 23480 + }, + "5": { + "Dice": 0.6726749469857619, + "FN": 3734, + "FP": 588, + "IoU": 0.5067899121305489, + "TN": 62561397, + "TP": 4441, + "n_pred": 5029, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9589079516226126, + "FN": 55777, + "FP": 64363, + "IoU": 0.9210597210084697, + "TN": 61048250, + "TP": 1401770, + "n_pred": 1466133, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.7855913694716063, + "FN": 41539, + "FP": 38078, + "IoU": 0.6468921166426433, + "TN": 62344685, + "TP": 145858, + "n_pred": 183936, + "n_ref": 187397 + }, + "8": { + "Dice": 0.9025951731798445, + "FN": 3086, + "FP": 11383, + "IoU": 0.8224815046560419, + "TN": 62488653, + "TP": 67038, + "n_pred": 78421, + "n_ref": 70124 + }, + "9": { + "Dice": 0.8214011481224176, + "FN": 4667, + "FP": 14871, + "IoU": 0.6969302123567096, + "TN": 62505693, + "TP": 44929, + "n_pred": 59800, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8326900714127744, + "FN": 47270, + "FP": 46538, + "IoU": 0.713341033962218, + "TN": 55054002, + "TP": 233438, + "n_pred": 279976, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8322730099290004, + "FN": 15672, + "FP": 8873, + "IoU": 0.7127291027831746, + "TN": 55295806, + "TP": 60897, + "n_pred": 69770, + "n_ref": 76569 + }, + "11": { + "Dice": 0.6615190228836164, + "FN": 1971, + "FP": 440, + "IoU": 0.49423117264526956, + "TN": 55376481, + "TP": 2356, + "n_pred": 2796, + "n_ref": 4327 + }, + "12": { + "Dice": 0.7627737226277372, + "FN": 1593, + "FP": 357, + "IoU": 0.616519174041298, + "TN": 55376163, + "TP": 3135, + "n_pred": 3492, + "n_ref": 4728 + }, + "13": { + "Dice": 0.6558806724205335, + "FN": 22156, + "FP": 12173, + "IoU": 0.4879631286916055, + "TN": 55314204, + "TP": 32715, + "n_pred": 44888, + "n_ref": 54871 + }, + "14": { + "Dice": 0.9429178387713694, + "FN": 6192, + "FP": 4583, + "IoU": 0.8920005212039812, + "TN": 55281479, + "TP": 88994, + "n_pred": 93577, + "n_ref": 95186 + }, + "15": { + "Dice": 0.8180592207902099, + "FN": 10516, + "FP": 23887, + "IoU": 0.6921321568557264, + "TN": 55269502, + "TP": 77343, + "n_pred": 101230, + "n_ref": 87859 + }, + "2": { + "Dice": 0.9333439953087308, + "FN": 20289, + "FP": 4718, + "IoU": 0.8750187419409654, + "TN": 55181162, + "TP": 175079, + "n_pred": 179797, + "n_ref": 195368 + }, + "3": { + "Dice": 0.9237599568232547, + "FN": 13586, + "FP": 14525, + "IoU": 0.8583214894110295, + "TN": 55182834, + "TP": 170303, + "n_pred": 184828, + "n_ref": 183889 + }, + "4": { + "Dice": 0.8671532846715329, + "FN": 1469, + "FP": 351, + "IoU": 0.7654639175257731, + "TN": 55373488, + "TP": 5940, + "n_pred": 6291, + "n_ref": 7409 + }, + "5": { + "Dice": 0.6780679454587474, + "FN": 2706, + "FP": 80, + "IoU": 0.512937062937063, + "TN": 55375528, + "TP": 2934, + "n_pred": 3014, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9545827764085457, + "FN": 110088, + "FP": 22057, + "IoU": 0.9131117747698345, + "TN": 53860386, + "TP": 1388717, + "n_pred": 1410774, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.6534205063881273, + "FN": 86954, + "FP": 6715, + "IoU": 0.4852446584014772, + "TN": 55199280, + "TP": 88299, + "n_pred": 95014, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9553421088860413, + "FN": 1946, + "FP": 2271, + "IoU": 0.9145023619812258, + "TN": 55331925, + "TP": 45106, + "n_pred": 47377, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8932983534663351, + "FN": 5289, + "FP": 5611, + "IoU": 0.8071717940099421, + "TN": 55324721, + "TP": 45627, + "n_pred": 51238, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9633738402778024, + "FN": 16583, + "FP": 4111, + "IoU": 0.9293358374594503, + "TN": 110853765, + "TP": 272156, + "n_pred": 276267, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8503440544541271, + "FN": 13627, + "FP": 10536, + "IoU": 0.7396508996875337, + "TN": 111053805, + "TP": 68647, + "n_pred": 79183, + "n_ref": 82274 + }, + "11": { + "Dice": 0.7910938433950986, + "FN": 987, + "FP": 411, + "IoU": 0.6543881334981458, + "TN": 111142570, + "TP": 2647, + "n_pred": 3058, + "n_ref": 3634 + }, + "12": { + "Dice": 0.772273350303505, + "FN": 1132, + "FP": 31, + "IoU": 0.6290271132376396, + "TN": 111143480, + "TP": 1972, + "n_pred": 2003, + "n_ref": 3104 + }, + "13": { + "Dice": 0.7526997652378055, + "FN": 19310, + "FP": 9132, + "IoU": 0.6034631793213061, + "TN": 111074889, + "TP": 43284, + "n_pred": 52416, + "n_ref": 62594 + }, + "14": { + "Dice": 0.6945952935091803, + "FN": 18285, + "FP": 1792, + "IoU": 0.5320919175911252, + "TN": 111103707, + "TP": 22831, + "n_pred": 24623, + "n_ref": 41116 + }, + "15": { + "Dice": 0.030816685197804956, + "FN": 23216, + "FP": 111893, + "IoU": 0.01564947507230961, + "TN": 111009358, + "TP": 2148, + "n_pred": 114041, + "n_ref": 25364 + }, + "2": { + "Dice": 0.8792383941099259, + "FN": 10195, + "FP": 29826, + "IoU": 0.7845008157748784, + "TN": 110960902, + "TP": 145692, + "n_pred": 175518, + "n_ref": 155887 + }, + "3": { + "Dice": 0.8913151984027952, + "FN": 44557, + "FP": 4219, + "IoU": 0.8039392234102419, + "TN": 110897835, + "TP": 200004, + "n_pred": 204223, + "n_ref": 244561 + }, + "4": { + "Dice": 0.9202206376967577, + "FN": 1738, + "FP": 1227, + "IoU": 0.8522302516820334, + "TN": 111126550, + "TP": 17100, + "n_pred": 18327, + "n_ref": 18838 + }, + "5": { + "Dice": 0.8502236918887376, + "FN": 396, + "FP": 1144, + "IoU": 0.7394687870072746, + "TN": 111140704, + "TP": 4371, + "n_pred": 5515, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9800069619777974, + "FN": 24815, + "FP": 39627, + "IoU": 0.9607976970882669, + "TN": 109502783, + "TP": 1579390, + "n_pred": 1619017, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.425704808281232, + "FN": 273400, + "FP": 10709, + "IoU": 0.27040977481260065, + "TN": 110757206, + "TP": 105300, + "n_pred": 116009, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9165458662289897, + "FN": 4044, + "FP": 9888, + "IoU": 0.8459480080055729, + "TN": 111056178, + "TP": 76505, + "n_pred": 86393, + "n_ref": 80549 + }, + "9": { + "Dice": 0.9058669611127091, + "FN": 7040, + "FP": 3105, + "IoU": 0.8279312742753439, + "TN": 111087656, + "TP": 48814, + "n_pred": 51919, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9727146507837495, + "FN": 8827, + "FP": 2021, + "IoU": 0.9468787338648071, + "TN": 96916813, + "TP": 193364, + "n_pred": 195385, + "n_ref": 202191 + }, + "10": { + "Dice": 0.861771181024075, + "FN": 13728, + "FP": 5736, + "IoU": 0.7571159389545403, + "TN": 97040888, + "TP": 60673, + "n_pred": 66409, + "n_ref": 74401 + }, + "11": { + "Dice": 0.6625366807955657, + "FN": 1880, + "FP": 190, + "IoU": 0.4953681131155534, + "TN": 97116923, + "TP": 2032, + "n_pred": 2222, + "n_ref": 3912 + }, + "12": { + "Dice": 0.7157678713943678, + "FN": 2144, + "FP": 349, + "IoU": 0.5573508522727273, + "TN": 97115393, + "TP": 3139, + "n_pred": 3488, + "n_ref": 5283 + }, + "13": { + "Dice": 0.809932078833092, + "FN": 15001, + "FP": 2069, + "IoU": 0.6805763473053892, + "TN": 97067585, + "TP": 36370, + "n_pred": 38439, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9491519053471494, + "FN": 7038, + "FP": 6491, + "IoU": 0.9032246527132005, + "TN": 96981227, + "TP": 126269, + "n_pred": 132760, + "n_ref": 133307 + }, + "15": { + "Dice": 0.9154577361801697, + "FN": 5900, + "FP": 5662, + "IoU": 0.8440959533986866, + "TN": 97046864, + "TP": 62599, + "n_pred": 68261, + "n_ref": 68499 + }, + "2": { + "Dice": 0.9497074690600925, + "FN": 9045, + "FP": 7726, + "IoU": 0.9042313841936958, + "TN": 96945905, + "TP": 158349, + "n_pred": 166075, + "n_ref": 167394 + }, + "3": { + "Dice": 0.9405446435307863, + "FN": 14153, + "FP": 11852, + "IoU": 0.8877624128167945, + "TN": 96889329, + "TP": 205691, + "n_pred": 217543, + "n_ref": 219844 + }, + "4": { + "Dice": 0.8973108703903764, + "FN": 1867, + "FP": 1650, + "IoU": 0.8137478154954192, + "TN": 97102142, + "TP": 15366, + "n_pred": 17016, + "n_ref": 17233 + }, + "5": { + "Dice": 0.7918402777777778, + "FN": 3336, + "FP": 1460, + "IoU": 0.6554102600948413, + "TN": 97107107, + "TP": 9122, + "n_pred": 10582, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9700207414310085, + "FN": 38739, + "FP": 57003, + "IoU": 0.9417866751789867, + "TN": 95476350, + "TP": 1548933, + "n_pred": 1605936, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.5960440782552945, + "FN": 183130, + "FP": 11561, + "IoU": 0.4245461477982774, + "TN": 96782699, + "TP": 143635, + "n_pred": 155196, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9548208152680011, + "FN": 4751, + "FP": 4273, + "IoU": 0.9135474846954905, + "TN": 97016644, + "TP": 95357, + "n_pred": 99630, + "n_ref": 100108 + }, + "9": { + "Dice": 0.916785920246054, + "FN": 9599, + "FP": 5985, + "IoU": 0.8463570935620625, + "TN": 97019595, + "TP": 85846, + "n_pred": 91831, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9714779156839243, + "FN": 8696, + "FP": 2369, + "IoU": 0.9445377308839378, + "TN": 78856900, + "TP": 188440, + "n_pred": 190809, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8295805415535372, + "FN": 19529, + "FP": 10662, + "IoU": 0.708789088874742, + "TN": 78952731, + "TP": 73483, + "n_pred": 84145, + "n_ref": 93012 + }, + "11": { + "Dice": 0.650532025871062, + "FN": 1450, + "FP": 225, + "IoU": 0.48206555349412494, + "TN": 79053171, + "TP": 1559, + "n_pred": 1784, + "n_ref": 3009 + }, + "12": { + "Dice": 0.6283287044600555, + "FN": 1081, + "FP": 1194, + "IoU": 0.45807527393997144, + "TN": 79052207, + "TP": 1923, + "n_pred": 3117, + "n_ref": 3004 + }, + "13": { + "Dice": 0.7439806744476202, + "FN": 23436, + "FP": 5497, + "IoU": 0.5923321873414867, + "TN": 78985433, + "TP": 42039, + "n_pred": 47536, + "n_ref": 65475 + }, + "14": { + "Dice": 0.5314075600991671, + "FN": 18801, + "FP": 14843, + "IoU": 0.36184821987443333, + "TN": 79003684, + "TP": 19077, + "n_pred": 33920, + "n_ref": 37878 + }, + "15": { + "Dice": 0.16210577558329567, + "FN": 33870, + "FP": 14324, + "IoU": 0.08820190706826093, + "TN": 79003549, + "TP": 4662, + "n_pred": 18986, + "n_ref": 38532 + }, + "2": { + "Dice": 0.9447997700364708, + "FN": 7570, + "FP": 4720, + "IoU": 0.8953748712404335, + "TN": 78938938, + "TP": 105177, + "n_pred": 109897, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9473903629116309, + "FN": 10028, + "FP": 2339, + "IoU": 0.9000396058810692, + "TN": 78932686, + "TP": 111352, + "n_pred": 113691, + "n_ref": 121380 + }, + "4": { + "Dice": 0.9107364244978924, + "FN": 1136, + "FP": 304, + "IoU": 0.8361028909628955, + "TN": 79047619, + "TP": 7346, + "n_pred": 7650, + "n_ref": 8482 + }, + "5": { + "Dice": 0.7962873674059788, + "FN": 1655, + "FP": 35, + "IoU": 0.6615261365912277, + "TN": 79051412, + "TP": 3303, + "n_pred": 3338, + "n_ref": 4958 + }, + "6": { + "Dice": 0.976198561699341, + "FN": 35133, + "FP": 27456, + "IoU": 0.9535037998380519, + "TN": 77710295, + "TP": 1283521, + "n_pred": 1310977, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.7275707432803402, + "FN": 201641, + "FP": 2296, + "IoU": 0.5717966161482545, + "TN": 78580143, + "TP": 272325, + "n_pred": 274621, + "n_ref": 473966 + }, + "8": { + "Dice": 0.9418985905862974, + "FN": 1220, + "FP": 2519, + "IoU": 0.8901779944780591, + "TN": 79022359, + "TP": 30307, + "n_pred": 32826, + "n_ref": 31527 + }, + "9": { + "Dice": 0.926483562990008, + "FN": 6710, + "FP": 3539, + "IoU": 0.8630362154216223, + "TN": 78981575, + "TP": 64581, + "n_pred": 68120, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9211150396245081, + "FN": 9503, + "FP": 28850, + "IoU": 0.8537657613689656, + "TN": 122449669, + "TP": 223918, + "n_pred": 252768, + "n_ref": 233421 + }, + "10": { + "Dice": 0.8343471087522611, + "FN": 26449, + "FP": 6885, + "IoU": 0.7157766390122867, + "TN": 122594659, + "TP": 83947, + "n_pred": 90832, + "n_ref": 110396 + }, + "11": { + "Dice": 0.5738582677165355, + "FN": 2360, + "FP": 346, + "IoU": 0.4023851590106007, + "TN": 122707412, + "TP": 1822, + "n_pred": 2168, + "n_ref": 4182 + }, + "12": { + "Dice": 0.561946452204011, + "FN": 3530, + "FP": 773, + "IoU": 0.3907687951295484, + "TN": 122704877, + "TP": 2760, + "n_pred": 3533, + "n_ref": 6290 + }, + "13": { + "Dice": 0.516259534116677, + "FN": 33765, + "FP": 3781, + "IoU": 0.34794463451485735, + "TN": 122654359, + "TP": 20035, + "n_pred": 23816, + "n_ref": 53800 + }, + "14": { + "Dice": 0.7866117521190955, + "FN": 17261, + "FP": 31804, + "IoU": 0.6482770485809934, + "TN": 122572441, + "TP": 90434, + "n_pred": 122238, + "n_ref": 107695 + }, + "15": { + "Dice": 0.8072974806837832, + "FN": 14206, + "FP": 3402, + "IoU": 0.676864069295847, + "TN": 122657449, + "TP": 36883, + "n_pred": 40285, + "n_ref": 51089 + }, + "2": { + "Dice": 0.5900347948501625, + "FN": 77844, + "FP": 4279, + "IoU": 0.41847472029457583, + "TN": 122570720, + "TP": 59097, + "n_pred": 63376, + "n_ref": 136941 + }, + "3": { + "Dice": 0.7193594175055907, + "FN": 3217, + "FP": 108096, + "IoU": 0.5617184300878824, + "TN": 122457964, + "TP": 142663, + "n_pred": 250759, + "n_ref": 145880 + }, + "4": { + "Dice": 0.8456863326415653, + "FN": 14130, + "FP": 4608, + "IoU": 0.7326313085912418, + "TN": 122641857, + "TP": 51345, + "n_pred": 55953, + "n_ref": 65475 + }, + "5": { + "Dice": 0.6992925388374298, + "FN": 7621, + "FP": 625, + "IoU": 0.5376247616911517, + "TN": 122694106, + "TP": 9588, + "n_pred": 10213, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9640710726448252, + "FN": 68036, + "FP": 54410, + "IoU": 0.9306343776944141, + "TN": 120946714, + "TP": 1642780, + "n_pred": 1697190, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.4387359620548691, + "FN": 376046, + "FP": 110534, + "IoU": 0.28101330165288035, + "TN": 122035182, + "TP": 190178, + "n_pred": 300712, + "n_ref": 566224 + }, + "8": { + "Dice": 0.9160463207168184, + "FN": 5334, + "FP": 18699, + "IoU": 0.8450972935694074, + "TN": 122556791, + "TP": 131116, + "n_pred": 149815, + "n_ref": 136450 + }, + "9": { + "Dice": 0.864885861894835, + "FN": 7950, + "FP": 12920, + "IoU": 0.7619373531357653, + "TN": 122624274, + "TP": 66796, + "n_pred": 79716, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/loop_000/summary_cross_val.json b/nnActive_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/loop_000/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..068fe7d8b0a32132c413d2925167b69fd00ff052 --- /dev/null +++ b/nnActive_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/loop_000/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.5424186312914423, + "FN": 617.3955555555555, + "FP": 707.2355555555555, + "IoU": 0.4657635124174451, + "TN": 229987.28, + "TP": 2330.755555555556, + "n_pred": 3037.991111111111, + "n_ref": 2948.1511111111113 + }, + "mean": { + "1": { + "Dice": 0.5578519306493122, + "FN": 72.5, + "FP": 1347.4666666666667, + "IoU": 0.506436544887728, + "TN": 230513.66666666666, + "TP": 1709.0333333333333, + "n_pred": 3056.5, + "n_ref": 1781.5333333333333 + }, + "10": { + "Dice": 0.5436679105602049, + "FN": 1578.6666666666667, + "FP": 758.7333333333333, + "IoU": 0.4291133701210265, + "TN": 228793.83333333334, + "TP": 2511.4333333333334, + "n_pred": 3270.1666666666665, + "n_ref": 4090.1 + }, + "11": { + "Dice": 0.6721311475409836, + "FN": 0.5666666666666667, + "FP": 0.7666666666666667, + "IoU": 0.5061728395061729, + "TN": 233639.96666666667, + "TP": 1.3666666666666667, + "n_pred": 2.1333333333333333, + "n_ref": 1.9333333333333333 + }, + "12": { + "Dice": 0.23259861683101, + "FN": 243.46666666666667, + "FP": 33.4, + "IoU": 0.1687920873228382, + "TN": 233202.5, + "TP": 163.3, + "n_pred": 196.7, + "n_ref": 406.76666666666665 + }, + "13": { + "Dice": 0.32604127635765556, + "FN": 1824.4333333333334, + "FP": 980.2333333333333, + "IoU": 0.254896845086647, + "TN": 229692.3, + "TP": 1145.7, + "n_pred": 2125.9333333333334, + "n_ref": 2970.133333333333 + }, + "14": { + "Dice": 0.9082912101549341, + "FN": 163.53333333333333, + "FP": 601.7666666666667, + "IoU": 0.8322544354062666, + "TN": 229083.7, + "TP": 3793.6666666666665, + "n_pred": 4395.433333333333, + "n_ref": 3957.2 + }, + "15": { + "Dice": 0.4570898841713376, + "FN": 886.3666666666667, + "FP": 408.76666666666665, + "IoU": 0.35073652445044434, + "TN": 231139.66666666666, + "TP": 1207.8666666666666, + "n_pred": 1616.6333333333334, + "n_ref": 2094.233333333333 + }, + "2": { + "Dice": 0.5442363531900312, + "FN": 7.333333333333333, + "FP": 208.26666666666668, + "IoU": 0.4735053235053235, + "TN": 233363.1, + "TP": 63.96666666666667, + "n_pred": 272.23333333333335, + "n_ref": 71.3 + }, + "3": { + "Dice": 0.46062279953307744, + "FN": 1242.9, + "FP": 108.03333333333333, + "IoU": 0.42935606660699127, + "TN": 229830.26666666666, + "TP": 2461.4666666666667, + "n_pred": 2569.5, + "n_ref": 3704.366666666667 + }, + "4": { + "Dice": 0.4175191161672582, + "FN": 67.26666666666667, + "FP": 130.23333333333332, + "IoU": 0.3492192987908597, + "TN": 232988.96666666667, + "TP": 456.2, + "n_pred": 586.4333333333333, + "n_ref": 523.4666666666667 + }, + "5": { + "Dice": 0.5516040511225074, + "FN": 77.93333333333334, + "FP": 16.066666666666666, + "IoU": 0.47959084767440396, + "TN": 233322.4, + "TP": 226.26666666666668, + "n_pred": 242.33333333333334, + "n_ref": 304.2 + }, + "6": { + "Dice": 0.5408746339888791, + "FN": 319.53333333333336, + "FP": 4639.066666666667, + "IoU": 0.505819690905755, + "TN": 217964.66666666666, + "TP": 10719.4, + "n_pred": 15358.466666666667, + "n_ref": 11038.933333333332 + }, + "7": { + "Dice": 0.4372962257486468, + "FN": 1828.1666666666667, + "FP": 849.1, + "IoU": 0.3946941666310907, + "TN": 226001.33333333334, + "TP": 4964.066666666667, + "n_pred": 5813.166666666667, + "n_ref": 6792.233333333334 + }, + "8": { + "Dice": 0.7358593088287005, + "FN": 287.76666666666665, + "FP": 134.2, + "IoU": 0.6848284091295269, + "TN": 230092.53333333333, + "TP": 3128.1666666666665, + "n_pred": 3262.366666666667, + "n_ref": 3415.9333333333334 + }, + "9": { + "Dice": 0.750595004527097, + "FN": 660.5, + "FP": 392.43333333333334, + "IoU": 0.6210362362366023, + "TN": 230180.3, + "TP": 2409.4333333333334, + "n_pred": 2801.866666666667, + "n_ref": 3069.9333333333334 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 25987, + "FP": 0, + "IoU": 0.0, + "TN": 149245, + "TP": 0, + "n_pred": 0, + "n_ref": 25987 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 32768, + "IoU": 0.0, + "TN": 142464, + "TP": 0, + "n_pred": 32768, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8951854559476851, + "FN": 3909, + "FP": 9138, + "IoU": 0.8102585730490678, + "TN": 281702, + "TP": 55715, + "n_pred": 64853, + "n_ref": 59624 + }, + "15": { + "Dice": 0.6145990768350966, + "FN": 8770, + "FP": 665, + "IoU": 0.443625427526831, + "TN": 333506, + "TP": 7523, + "n_pred": 8188, + "n_ref": 16293 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.4875459371171907, + "FN": 7271, + "FP": 259, + "IoU": 0.32235421166306694, + "TN": 164120, + "TP": 3582, + "n_pred": 3841, + "n_ref": 10853 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7120418848167539, + "FN": 2604, + "FP": 256, + "IoU": 0.5528455284552846, + "TN": 168836, + "TP": 3536, + "n_pred": 3792, + "n_ref": 6140 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9619214251630348, + "FN": 429, + "FP": 768, + "IoU": 0.926636430497671, + "TN": 158916, + "TP": 15119, + "n_pred": 15887, + "n_ref": 15548 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8684862698135489, + "FN": 4381, + "FP": 3526, + "IoU": 0.767543730707041, + "TN": 141217, + "TP": 26108, + "n_pred": 29634, + "n_ref": 30489 + }, + "8": { + "Dice": 0.9535203154769817, + "FN": 342, + "FP": 707, + "IoU": 0.9111694470319248, + "TN": 163423, + "TP": 10760, + "n_pred": 11467, + "n_ref": 11102 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8138666666666666, + "FN": 257, + "FP": 92, + "IoU": 0.6861510791366906, + "TN": 349352, + "TP": 763, + "n_pred": 855, + "n_ref": 1020 + }, + "10": { + "Dice": 0.7630968938340288, + "FN": 1920, + "FP": 2168, + "IoU": 0.6169415292353823, + "TN": 339792, + "TP": 6584, + "n_pred": 8752, + "n_ref": 8504 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.45095119933829614, + "FN": 2581, + "FP": 738, + "IoU": 0.29111490815890645, + "TN": 345782, + "TP": 1363, + "n_pred": 2101, + "n_ref": 3944 + }, + "13": { + "Dice": 0.0, + "FN": 4328, + "FP": 98, + "IoU": 0.0, + "TN": 346038, + "TP": 0, + "n_pred": 98, + "n_ref": 4328 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 6176, + "IoU": 0.0, + "TN": 344288, + "TP": 0, + "n_pred": 6176, + "n_ref": 0 + }, + "3": { + "Dice": 0.8360452630709507, + "FN": 7566, + "FP": 374, + "IoU": 0.7182798751064434, + "TN": 322280, + "TP": 20244, + "n_pred": 20618, + "n_ref": 27810 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8808290155440415, + "FN": 23, + "FP": 0, + "IoU": 0.7870370370370371, + "TN": 350356, + "TP": 85, + "n_pred": 85, + "n_ref": 108 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9421968899076885, + "FN": 716, + "FP": 217, + "IoU": 0.8907110226074734, + "TN": 341927, + "TP": 7604, + "n_pred": 7821, + "n_ref": 8320 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7878609310548026, + "FN": 183, + "FP": 537, + "IoU": 0.6499756927564414, + "TN": 173175, + "TP": 1337, + "n_pred": 1874, + "n_ref": 1520 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8609721229449607, + "FN": 2611, + "FP": 501, + "IoU": 0.7558832758079699, + "TN": 162484, + "TP": 9636, + "n_pred": 10137, + "n_ref": 12247 + }, + "9": { + "Dice": 0.8709052534189147, + "FN": 2461, + "FP": 2004, + "IoU": 0.7713305336474444, + "TN": 155706, + "TP": 15061, + "n_pred": 17065, + "n_ref": 17522 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.921396964362183, + "FN": 997, + "FP": 8915, + "IoU": 0.8542502977634655, + "TN": 107225, + "TP": 58095, + "n_pred": 67010, + "n_ref": 59092 + }, + "15": { + "Dice": 0.7566705756789164, + "FN": 17821, + "FP": 646, + "IoU": 0.6085841458245019, + "TN": 128052, + "TP": 28713, + "n_pred": 29359, + "n_ref": 46534 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 34140, + "IoU": 0.0, + "TN": 491556, + "TP": 0, + "n_pred": 34140, + "n_ref": 0 + }, + "10": { + "Dice": 0.40726481419484434, + "FN": 2031, + "FP": 5051, + "IoU": 0.25570152390961637, + "TN": 516181, + "TP": 2433, + "n_pred": 7484, + "n_ref": 4464 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2003, + "FP": 0, + "IoU": 0.0, + "TN": 523693, + "TP": 0, + "n_pred": 0, + "n_ref": 2003 + }, + "13": { + "Dice": 0.318700983099525, + "FN": 26700, + "FP": 4139, + "IoU": 0.1895563965100389, + "TN": 487644, + "TP": 7213, + "n_pred": 11352, + "n_ref": 33913 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9099753838940335, + "FN": 2779, + "FP": 1829, + "IoU": 0.8348209484890848, + "TN": 497799, + "TP": 23289, + "n_pred": 25118, + "n_ref": 26068 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 7348, + "IoU": 0.0, + "TN": 518348, + "TP": 0, + "n_pred": 7348, + "n_ref": 0 + }, + "7": { + "Dice": 0.5255933028632459, + "FN": 22402, + "FP": 7803, + "IoU": 0.3564778319875578, + "TN": 478759, + "TP": 16732, + "n_pred": 24535, + "n_ref": 39134 + }, + "8": { + "Dice": 0.8093556928508385, + "FN": 359, + "FP": 73, + "IoU": 0.6797627872498146, + "TN": 524347, + "TP": 917, + "n_pred": 990, + "n_ref": 1276 + }, + "9": { + "Dice": 0.6337524654832347, + "FN": 1326, + "FP": 4616, + "IoU": 0.4638635748443562, + "TN": 514613, + "TP": 5141, + "n_pred": 9757, + "n_ref": 6467 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 577, + "FP": 556, + "IoU": 0.0, + "TN": 349331, + "TP": 0, + "n_pred": 556, + "n_ref": 577 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 350456, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "13": { + "Dice": 0.15900353682915577, + "FN": 13438, + "FP": 2969, + "IoU": 0.08636819244904778, + "TN": 332506, + "TP": 1551, + "n_pred": 4520, + "n_ref": 14989 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 69, + "IoU": 0.0, + "TN": 350395, + "TP": 0, + "n_pred": 69, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 185, + "IoU": 0.0, + "TN": 350279, + "TP": 0, + "n_pred": 185, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9022171186290964, + "FN": 3084, + "FP": 237, + "IoU": 0.821853878339234, + "TN": 331822, + "TP": 15321, + "n_pred": 15558, + "n_ref": 18405 + }, + "9": { + "Dice": 0.5796610169491525, + "FN": 842, + "FP": 1390, + "IoU": 0.4081145584725537, + "TN": 346693, + "TP": 1539, + "n_pred": 2929, + "n_ref": 2381 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8928571428571429, + "FN": 29, + "FP": 19, + "IoU": 0.8064516129032258, + "TN": 350216, + "TP": 200, + "n_pred": 219, + "n_ref": 229 + }, + "10": { + "Dice": 0.7296088681740883, + "FN": 7609, + "FP": 977, + "IoU": 0.5743182944967774, + "TN": 330294, + "TP": 11584, + "n_pred": 12561, + "n_ref": 19193 + }, + "11": { + "Dice": 0.6721311475409836, + "FN": 17, + "FP": 23, + "IoU": 0.5061728395061729, + "TN": 350383, + "TP": 41, + "n_pred": 64, + "n_ref": 58 + }, + "12": { + "Dice": 0.0, + "FN": 116, + "FP": 0, + "IoU": 0.0, + "TN": 350348, + "TP": 0, + "n_pred": 0, + "n_ref": 116 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 32, + "IoU": 0.0, + "TN": 350432, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9770403241366005, + "FN": 526, + "FP": 188, + "IoU": 0.955111278762731, + "TN": 334558, + "TP": 15192, + "n_pred": 15380, + "n_ref": 15718 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9323275390838526, + "FN": 486, + "FP": 133, + "IoU": 0.8732336678271554, + "TN": 345581, + "TP": 4264, + "n_pred": 4397, + "n_ref": 4750 + }, + "6": { + "Dice": 0.9383229982459175, + "FN": 1705, + "FP": 8281, + "IoU": 0.8838121167696371, + "TN": 264517, + "TP": 75961, + "n_pred": 84242, + "n_ref": 77666 + }, + "7": { + "Dice": 0.9667114265618006, + "FN": 2124, + "FP": 479, + "IoU": 0.935567712072081, + "TN": 310065, + "TP": 37796, + "n_pred": 38275, + "n_ref": 39920 + }, + "8": { + "Dice": 0.9759056674504992, + "FN": 382, + "FP": 325, + "IoU": 0.9529450915141431, + "TN": 335439, + "TP": 14318, + "n_pred": 14643, + "n_ref": 14700 + }, + "9": { + "Dice": 0.8144110608880617, + "FN": 7019, + "FP": 1357, + "IoU": 0.6869253195783808, + "TN": 323710, + "TP": 18378, + "n_pred": 19735, + "n_ref": 25397 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9342905573835876, + "FN": 642, + "FP": 17, + "IoU": 0.8766841317365269, + "TN": 169888, + "TP": 4685, + "n_pred": 4702, + "n_ref": 5327 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 262, + "FP": 0, + "IoU": 0.0, + "TN": 350202, + "TP": 0, + "n_pred": 0, + "n_ref": 262 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 4920, + "IoU": 0.0, + "TN": 345544, + "TP": 0, + "n_pred": 4920, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 517, + "IoU": 0.0, + "TN": 349947, + "TP": 0, + "n_pred": 517, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 350445, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "9": { + "Dice": 0.758767163884224, + "FN": 4833, + "FP": 51, + "IoU": 0.6113012335853562, + "TN": 337899, + "TP": 7681, + "n_pred": 7732, + "n_ref": 12514 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8589067814368845, + "FN": 6963, + "FP": 1790, + "IoU": 0.7527051843480718, + "TN": 315069, + "TP": 26642, + "n_pred": 28432, + "n_ref": 33605 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8521666016035554, + "FN": 2384, + "FP": 2539, + "IoU": 0.7424131435747174, + "TN": 331352, + "TP": 14189, + "n_pred": 16728, + "n_ref": 16573 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9461418953909891, + "FN": 136, + "FP": 72, + "IoU": 0.8977886977886977, + "TN": 348429, + "TP": 1827, + "n_pred": 1899, + "n_ref": 1963 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 350457, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9524707657487741, + "FN": 199, + "FP": 53, + "IoU": 0.90925459128556, + "TN": 347687, + "TP": 2525, + "n_pred": 2578, + "n_ref": 2724 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 350446, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "9": { + "Dice": 0.9141747366180696, + "FN": 1811, + "FP": 1415, + "IoU": 0.8419169892683883, + "TN": 330057, + "TP": 17181, + "n_pred": 18596, + "n_ref": 18992 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9660633733690677, + "FN": 1244, + "FP": 1833, + "IoU": 0.9343545324600516, + "TN": 128359, + "TP": 43796, + "n_pred": 45629, + "n_ref": 45040 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.33202870189171557, + "FN": 3661, + "FP": 2483, + "IoU": 0.19906140007821665, + "TN": 167561, + "TP": 1527, + "n_pred": 4010, + "n_ref": 5188 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9522903453136011, + "FN": 941, + "FP": 413, + "IoU": 0.9089258088383668, + "TN": 160365, + "TP": 13513, + "n_pred": 13926, + "n_ref": 14454 + }, + "9": { + "Dice": 0.8553596504914963, + "FN": 273, + "FP": 654, + "IoU": 0.7472737186477645, + "TN": 171564, + "TP": 2741, + "n_pred": 3395, + "n_ref": 3014 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2954, + "IoU": 0.0, + "TN": 172278, + "TP": 0, + "n_pred": 2954, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 10952, + "IoU": 0.0, + "TN": 164280, + "TP": 0, + "n_pred": 10952, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 175226, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 67274, + "IoU": 0.0, + "TN": 107958, + "TP": 0, + "n_pred": 67274, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4723, + "IoU": 0.0, + "TN": 170509, + "TP": 0, + "n_pred": 4723, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5570133587786259, + "FN": 974, + "FP": 2740, + "IoU": 0.3860142172259878, + "TN": 344415, + "TP": 2335, + "n_pred": 5075, + "n_ref": 3309 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9831892071884807, + "FN": 1632, + "FP": 1700, + "IoU": 0.9669342754220048, + "TN": 249695, + "TP": 97437, + "n_pred": 99137, + "n_ref": 99069 + }, + "7": { + "Dice": 0.9581923275356996, + "FN": 3706, + "FP": 1075, + "IoU": 0.9197401332908056, + "TN": 290895, + "TP": 54788, + "n_pred": 55863, + "n_ref": 58494 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8577354577166022, + "FN": 1238, + "FP": 271, + "IoU": 0.750907890392869, + "TN": 344406, + "TP": 4549, + "n_pred": 4820, + "n_ref": 5787 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8557377049180328, + "FN": 3, + "FP": 613, + "IoU": 0.7478510028653295, + "TN": 172789, + "TP": 1827, + "n_pred": 2440, + "n_ref": 1830 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7224846142836697, + "FN": 1590, + "FP": 349, + "IoU": 0.5655388751960565, + "TN": 170769, + "TP": 2524, + "n_pred": 2873, + "n_ref": 4114 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.956739473785585, + "FN": 957, + "FP": 166, + "IoU": 0.9170666863599439, + "TN": 161691, + "TP": 12418, + "n_pred": 12584, + "n_ref": 13375 + }, + "8": { + "Dice": 0.962134935713339, + "FN": 198, + "FP": 1516, + "IoU": 0.9270327799063431, + "TN": 151742, + "TP": 21776, + "n_pred": 23292, + "n_ref": 21974 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.00044961501714157256, + "FN": 10525, + "FP": 7260, + "IoU": 0.00022485805835066613, + "TN": 157443, + "TP": 4, + "n_pred": 7264, + "n_ref": 10529 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 1472, + "FP": 12114, + "IoU": 0.0, + "TN": 161646, + "TP": 0, + "n_pred": 12114, + "n_ref": 1472 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.3362372567191844, + "FN": 661, + "FP": 2920, + "IoU": 0.20209447415329768, + "TN": 170744, + "TP": 907, + "n_pred": 3827, + "n_ref": 1568 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9345434352549197, + "FN": 4571, + "FP": 2973, + "IoU": 0.8771295481937522, + "TN": 113834, + "TP": 53854, + "n_pred": 56827, + "n_ref": 58425 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5080, + "IoU": 0.0, + "TN": 170152, + "TP": 0, + "n_pred": 5080, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8537206931702345, + "FN": 433, + "FP": 1289, + "IoU": 0.7447754557581148, + "TN": 168485, + "TP": 5025, + "n_pred": 6314, + "n_ref": 5458 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8106520090978013, + "FN": 2567, + "FP": 1429, + "IoU": 0.681593625498008, + "TN": 162682, + "TP": 8554, + "n_pred": 9983, + "n_ref": 11121 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6865671641791045, + "FN": 84, + "FP": 0, + "IoU": 0.5227272727272727, + "TN": 175056, + "TP": 92, + "n_pred": 92, + "n_ref": 176 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.91632009178259, + "FN": 1357, + "FP": 977, + "IoU": 0.8455634222192814, + "TN": 160119, + "TP": 12779, + "n_pred": 13756, + "n_ref": 14136 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9501683455506716, + "FN": 1216, + "FP": 6051, + "IoU": 0.9050673424865119, + "TN": 98683, + "TP": 69282, + "n_pred": 75333, + "n_ref": 70498 + }, + "7": { + "Dice": 0.012195121951219513, + "FN": 23, + "FP": 139, + "IoU": 0.006134969325153374, + "TN": 175069, + "TP": 1, + "n_pred": 140, + "n_ref": 24 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.47058823529411764, + "FN": 12, + "FP": 15, + "IoU": 0.3076923076923077, + "TN": 175193, + "TP": 12, + "n_pred": 27, + "n_ref": 24 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0400.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 756, + "IoU": 0.0, + "TN": 174476, + "TP": 0, + "n_pred": 756, + "n_ref": 0 + }, + "10": { + "Dice": 0.7790721438790108, + "FN": 9057, + "FP": 672, + "IoU": 0.6380984265148979, + "TN": 148349, + "TP": 17154, + "n_pred": 17826, + "n_ref": 26211 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 3067, + "IoU": 0.0, + "TN": 172165, + "TP": 0, + "n_pred": 3067, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 175222, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8509718403337442, + "FN": 240, + "FP": 7619, + "IoU": 0.7406013796745552, + "TN": 144935, + "TP": 22438, + "n_pred": 30057, + "n_ref": 22678 + }, + "7": { + "Dice": 0.08504433497536946, + "FN": 21252, + "FP": 1965, + "IoU": 0.044410602568324006, + "TN": 150936, + "TP": 1079, + "n_pred": 3044, + "n_ref": 22331 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.5004015502020597, + "FN": 786.8533333333332, + "FP": 653.3222222222223, + "IoU": 0.43076430643502944, + "TN": 235196.69333333336, + "TP": 2846.8644444444453, + "n_pred": 3500.186666666666, + "n_ref": 3633.717777777778 + }, + "mean": { + "1": { + "Dice": 0.46947691029495575, + "FN": 727.1666666666666, + "FP": 325.7, + "IoU": 0.38428953747059824, + "TN": 236091.7, + "TP": 2339.1666666666665, + "n_pred": 2664.866666666667, + "n_ref": 3066.3333333333335 + }, + "10": { + "Dice": 0.4125052329417347, + "FN": 328.03333333333336, + "FP": 597.8333333333334, + "IoU": 0.3335550155543653, + "TN": 237344.56666666668, + "TP": 1213.3, + "n_pred": 1811.1333333333334, + "n_ref": 1541.3333333333333 + }, + "11": { + "Dice": 0.1947222470479429, + "FN": 152.3, + "FP": 64.6, + "IoU": 0.12940414637906064, + "TN": 239187.63333333333, + "TP": 79.2, + "n_pred": 143.8, + "n_ref": 231.5 + }, + "12": { + "Dice": 0.49320150558090975, + "FN": 90.8, + "FP": 12.3, + "IoU": 0.40109425576113295, + "TN": 239286.8, + "TP": 93.83333333333333, + "n_pred": 106.13333333333334, + "n_ref": 184.63333333333333 + }, + "13": { + "Dice": 0.3805605884689749, + "FN": 431.46666666666664, + "FP": 860.3666666666667, + "IoU": 0.3192684150624929, + "TN": 237052.6, + "TP": 1139.3, + "n_pred": 1999.6666666666667, + "n_ref": 1570.7666666666667 + }, + "14": { + "Dice": 0.4808569868793232, + "FN": 401.3666666666667, + "FP": 2080.0, + "IoU": 0.4197002689779894, + "TN": 232200.63333333333, + "TP": 4801.733333333334, + "n_pred": 6881.733333333334, + "n_ref": 5203.1 + }, + "15": { + "Dice": 0.8397230147032687, + "FN": 210.46666666666667, + "FP": 607.1666666666666, + "IoU": 0.7254781779893767, + "TN": 236821.7, + "TP": 1844.4, + "n_pred": 2451.5666666666666, + "n_ref": 2054.866666666667 + }, + "2": { + "Dice": 0.6036351754335212, + "FN": 747.8, + "FP": 846.2333333333333, + "IoU": 0.5350393509792661, + "TN": 235216.8, + "TP": 2672.9, + "n_pred": 3519.133333333333, + "n_ref": 3420.7 + }, + "3": { + "Dice": 0.3608602956782787, + "FN": 881.6, + "FP": 1009.1333333333333, + "IoU": 0.33433330058569005, + "TN": 233644.7, + "TP": 3948.3, + "n_pred": 4957.433333333333, + "n_ref": 4829.9 + }, + "4": { + "Dice": 0.32161412717675064, + "FN": 345.76666666666665, + "FP": 262.76666666666665, + "IoU": 0.2736638180456407, + "TN": 238338.96666666667, + "TP": 536.2333333333333, + "n_pred": 799.0, + "n_ref": 882.0 + }, + "5": { + "Dice": 0.27880550928642184, + "FN": 431.7, + "FP": 54.9, + "IoU": 0.19404348580415162, + "TN": 238753.36666666667, + "TP": 243.76666666666668, + "n_pred": 298.6666666666667, + "n_ref": 675.4666666666667 + }, + "6": { + "Dice": 0.7217910456163792, + "FN": 4773.633333333333, + "FP": 1786.7666666666667, + "IoU": 0.6453852406625786, + "TN": 219070.5, + "TP": 13852.833333333334, + "n_pred": 15639.6, + "n_ref": 18626.466666666667 + }, + "7": { + "Dice": 0.4114051930266046, + "FN": 1006.2666666666667, + "FP": 756.9333333333333, + "IoU": 0.354341888304744, + "TN": 234312.36666666667, + "TP": 3408.1666666666665, + "n_pred": 4165.1, + "n_ref": 4414.433333333333 + }, + "8": { + "Dice": 0.8773520061838249, + "FN": 970.7, + "FP": 82.93333333333334, + "IoU": 0.8224047599251052, + "TN": 234647.7, + "TP": 3782.4, + "n_pred": 3865.3333333333335, + "n_ref": 4753.1 + }, + "9": { + "Dice": 0.6595134147120051, + "FN": 303.73333333333335, + "FP": 452.2, + "IoU": 0.5894629350232483, + "TN": 235980.36666666667, + "TP": 2747.4333333333334, + "n_pred": 3199.633333333333, + "n_ref": 3051.1666666666665 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.735611038107753, + "FN": 3972, + "FP": 8100, + "IoU": 0.5817917272916233, + "TN": 321598, + "TP": 16794, + "n_pred": 24894, + "n_ref": 20766 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4898825408165409, + "FN": 7960, + "FP": 16317, + "IoU": 0.3244002894194913, + "TN": 314530, + "TP": 11657, + "n_pred": 27974, + "n_ref": 19617 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 350437, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8206839032527106, + "FN": 175, + "FP": 40, + "IoU": 0.695898161244696, + "TN": 349757, + "TP": 492, + "n_pred": 532, + "n_ref": 667 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 597, + "IoU": 0.0, + "TN": 349867, + "TP": 0, + "n_pred": 597, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 51, + "IoU": 0.0, + "TN": 350413, + "TP": 0, + "n_pred": 51, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1763, + "IoU": 0.0, + "TN": 348701, + "TP": 0, + "n_pred": 1763, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8111121730542546, + "FN": 1720, + "FP": 4209, + "IoU": 0.6822444932740233, + "TN": 331805, + "TP": 12730, + "n_pred": 16939, + "n_ref": 14450 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 7318, + "IoU": 0.0, + "TN": 167914, + "TP": 0, + "n_pred": 7318, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 60, + "FP": 9, + "IoU": 0.0, + "TN": 175163, + "TP": 0, + "n_pred": 9, + "n_ref": 60 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9197202601906047, + "FN": 4533, + "FP": 2366, + "IoU": 0.851372312464992, + "TN": 128814, + "TP": 39519, + "n_pred": 41885, + "n_ref": 44052 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2863, + "IoU": 0.0, + "TN": 172369, + "TP": 0, + "n_pred": 2863, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9173924675247466, + "FN": 10897, + "FP": 219, + "IoU": 0.8473915431081823, + "TN": 102392, + "TP": 61724, + "n_pred": 61943, + "n_ref": 72621 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7520372526193247, + "FN": 3470, + "FP": 790, + "IoU": 0.6026119402985075, + "TN": 339744, + "TP": 6460, + "n_pred": 7250, + "n_ref": 9930 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7315553927085242, + "FN": 2456, + "FP": 7801, + "IoU": 0.576734205422358, + "TN": 326231, + "TP": 13976, + "n_pred": 21777, + "n_ref": 16432 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9044368600682594, + "FN": 207, + "FP": 633, + "IoU": 0.8255451713395638, + "TN": 345649, + "TP": 3975, + "n_pred": 4608, + "n_ref": 4182 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9649059159289896, + "FN": 1110, + "FP": 1792, + "IoU": 0.9321915087506134, + "TN": 307667, + "TP": 39895, + "n_pred": 41687, + "n_ref": 41005 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1487, + "IoU": 0.0, + "TN": 348977, + "TP": 0, + "n_pred": 1487, + "n_ref": 0 + }, + "8": { + "Dice": 0.9164410241793739, + "FN": 1252, + "FP": 507, + "IoU": 0.8457693993862341, + "TN": 339059, + "TP": 9646, + "n_pred": 10153, + "n_ref": 10898 + }, + "9": { + "Dice": 0.9529040230674173, + "FN": 716, + "FP": 656, + "IoU": 0.9100445843168109, + "TN": 335212, + "TP": 13880, + "n_pred": 14536, + "n_ref": 14596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7539503386004515, + "FN": 0, + "FP": 218, + "IoU": 0.605072463768116, + "TN": 349912, + "TP": 334, + "n_pred": 552, + "n_ref": 334 + }, + "10": { + "Dice": 0.8413582703276297, + "FN": 1474, + "FP": 918, + "IoU": 0.7261591299370349, + "TN": 341729, + "TP": 6343, + "n_pred": 7261, + "n_ref": 7817 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5659232827832292, + "FN": 2323, + "FP": 110, + "IoU": 0.39462552873849216, + "TN": 346445, + "TP": 1586, + "n_pred": 1696, + "n_ref": 3909 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 350459, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9586676882132344, + "FN": 495, + "FP": 530, + "IoU": 0.9206164807930607, + "TN": 337552, + "TP": 11887, + "n_pred": 12417, + "n_ref": 12382 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.918689016762572, + "FN": 185, + "FP": 140, + "IoU": 0.8496066635816751, + "TN": 348303, + "TP": 1836, + "n_pred": 1976, + "n_ref": 2021 + }, + "7": { + "Dice": 0.9522394987236018, + "FN": 605, + "FP": 424, + "IoU": 0.9088331709045805, + "TN": 339177, + "TP": 10258, + "n_pred": 10682, + "n_ref": 10863 + }, + "8": { + "Dice": 0.9614293577204793, + "FN": 394, + "FP": 517, + "IoU": 0.9257236037505095, + "TN": 338199, + "TP": 11354, + "n_pred": 11871, + "n_ref": 11748 + }, + "9": { + "Dice": 0.7723935389133627, + "FN": 205, + "FP": 260, + "IoU": 0.6291866028708134, + "TN": 349210, + "TP": 789, + "n_pred": 1049, + "n_ref": 994 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 175206, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 175231, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.981938216243149, + "FN": 524, + "FP": 56, + "IoU": 0.9645173131041234, + "TN": 158886, + "TP": 15766, + "n_pred": 15822, + "n_ref": 16290 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5420289855072464, + "FN": 1131, + "FP": 133, + "IoU": 0.3717693836978131, + "TN": 348452, + "TP": 748, + "n_pred": 881, + "n_ref": 1879 + }, + "10": { + "Dice": 0.2620232172470978, + "FN": 65, + "FP": 380, + "IoU": 0.15076335877862596, + "TN": 349940, + "TP": 79, + "n_pred": 459, + "n_ref": 144 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 173, + "IoU": 0.0, + "TN": 350291, + "TP": 0, + "n_pred": 173, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9353754123224759, + "FN": 625, + "FP": 5468, + "IoU": 0.8785964772455567, + "TN": 300276, + "TP": 44095, + "n_pred": 49563, + "n_ref": 44720 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.24372875869881858, + "FN": 4472, + "FP": 201, + "IoU": 0.13877626244010322, + "TN": 345038, + "TP": 753, + "n_pred": 954, + "n_ref": 5225 + }, + "6": { + "Dice": 0.8673423810341866, + "FN": 3404, + "FP": 4318, + "IoU": 0.7657586604380271, + "TN": 317498, + "TP": 25244, + "n_pred": 29562, + "n_ref": 28648 + }, + "7": { + "Dice": 0.7458836443468716, + "FN": 294, + "FP": 1558, + "IoU": 0.5947483588621444, + "TN": 345894, + "TP": 2718, + "n_pred": 4276, + "n_ref": 3012 + }, + "8": { + "Dice": 0.9370632483197578, + "FN": 2182, + "FP": 646, + "IoU": 0.8815794983459654, + "TN": 326583, + "TP": 21053, + "n_pred": 21699, + "n_ref": 23235 + }, + "9": { + "Dice": 0.9045856467201316, + "FN": 838, + "FP": 3802, + "IoU": 0.8257931293410925, + "TN": 323829, + "TP": 21995, + "n_pred": 25797, + "n_ref": 22833 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.735768903993203, + "FN": 1532, + "FP": 23, + "IoU": 0.581989247311828, + "TN": 346744, + "TP": 2165, + "n_pred": 2188, + "n_ref": 3697 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 861, + "IoU": 0.0, + "TN": 349603, + "TP": 0, + "n_pred": 861, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 160, + "IoU": 0.0, + "TN": 350304, + "TP": 0, + "n_pred": 160, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 350456, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "6": { + "Dice": 0.6216104395665836, + "FN": 32435, + "FP": 1404, + "IoU": 0.45096862121556286, + "TN": 288830, + "TP": 27795, + "n_pred": 29199, + "n_ref": 60230 + }, + "7": { + "Dice": 0.8530908338044768, + "FN": 2236, + "FP": 16213, + "IoU": 0.7438172602929946, + "TN": 278449, + "TP": 53566, + "n_pred": 69779, + "n_ref": 55802 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3513, + "IoU": 0.0, + "TN": 171719, + "TP": 0, + "n_pred": 3513, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8979100684450178, + "FN": 8895, + "FP": 1710, + "IoU": 0.8147339366199644, + "TN": 117990, + "TP": 46637, + "n_pred": 48347, + "n_ref": 55532 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 175230, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.028328611898016998, + "FN": 103, + "FP": 240, + "IoU": 0.014367816091954023, + "TN": 174884, + "TP": 5, + "n_pred": 245, + "n_ref": 108 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9735849056603774, + "FN": 17, + "FP": 67, + "IoU": 0.9485294117647058, + "TN": 173600, + "TP": 1548, + "n_pred": 1615, + "n_ref": 1565 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9707151869314031, + "FN": 411, + "FP": 30, + "IoU": 0.9430967741935484, + "TN": 167482, + "TP": 7309, + "n_pred": 7339, + "n_ref": 7720 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8851800339978365, + "FN": 558, + "FP": 928, + "IoU": 0.794011644025506, + "TN": 343250, + "TP": 5728, + "n_pred": 6656, + "n_ref": 6286 + }, + "11": { + "Dice": 0.20227729403884795, + "FN": 2829, + "FP": 744, + "IoU": 0.11251862891207154, + "TN": 346438, + "TP": 453, + "n_pred": 1197, + "n_ref": 3282 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8861203719950869, + "FN": 583, + "FP": 66, + "IoU": 0.795526149968494, + "TN": 347290, + "TP": 2525, + "n_pred": 2591, + "n_ref": 3108 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9683987274655356, + "FN": 161, + "FP": 137, + "IoU": 0.938733552631579, + "TN": 345600, + "TP": 4566, + "n_pred": 4703, + "n_ref": 4727 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 46, + "IoU": 0.0, + "TN": 350418, + "TP": 0, + "n_pred": 46, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 81, + "IoU": 0.0, + "TN": 350383, + "TP": 0, + "n_pred": 81, + "n_ref": 0 + }, + "6": { + "Dice": 0.9462822854161231, + "FN": 3071, + "FP": 1047, + "IoU": 0.8980415459654857, + "TN": 310075, + "TP": 36271, + "n_pred": 37318, + "n_ref": 39342 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9090909090909091, + "FN": 7, + "FP": 13, + "IoU": 0.8333333333333334, + "TN": 350344, + "TP": 100, + "n_pred": 113, + "n_ref": 107 + }, + "9": { + "Dice": 0.8723322879216706, + "FN": 354, + "FP": 2984, + "IoU": 0.7735721069054402, + "TN": 335722, + "TP": 11404, + "n_pred": 14388, + "n_ref": 11758 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 698, + "IoU": 0.0, + "TN": 174534, + "TP": 0, + "n_pred": 698, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7066833900734636, + "FN": 3108, + "FP": 166, + "IoU": 0.5464117484067609, + "TN": 168014, + "TP": 3944, + "n_pred": 4110, + "n_ref": 7052 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9513072510110034, + "FN": 3548, + "FP": 594, + "IoU": 0.9071362912808556, + "TN": 130629, + "TP": 40461, + "n_pred": 41055, + "n_ref": 44009 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7589653708699046, + "FN": 17003, + "FP": 600, + "IoU": 0.6115585762517377, + "TN": 129915, + "TP": 27714, + "n_pred": 28314, + "n_ref": 44717 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 15308, + "IoU": 0.0, + "TN": 159924, + "TP": 0, + "n_pred": 15308, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8975791433891993, + "FN": 8150, + "FP": 155, + "IoU": 0.8141891891891891, + "TN": 130536, + "TP": 36391, + "n_pred": 36546, + "n_ref": 44541 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8149963585700263, + "FN": 1248, + "FP": 27965, + "IoU": 0.6877585267050738, + "TN": 81673, + "TP": 64346, + "n_pred": 92311, + "n_ref": 65594 + }, + "15": { + "Dice": 0.891566265060241, + "FN": 30, + "FP": 15, + "IoU": 0.8043478260869565, + "TN": 175002, + "TP": 185, + "n_pred": 200, + "n_ref": 215 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2022, + "IoU": 0.0, + "TN": 348442, + "TP": 0, + "n_pred": 2022, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 554, + "IoU": 0.0, + "TN": 349910, + "TP": 0, + "n_pred": 554, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 41, + "IoU": 0.0, + "TN": 350423, + "TP": 0, + "n_pred": 41, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 350447, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "14": { + "Dice": 0.9244135105450866, + "FN": 4583, + "FP": 1542, + "IoU": 0.8594506528373758, + "TN": 306885, + "TP": 37454, + "n_pred": 38996, + "n_ref": 42037 + }, + "15": { + "Dice": 0.7926520638799197, + "FN": 1209, + "FP": 3543, + "IoU": 0.6565233104445247, + "TN": 336629, + "TP": 9083, + "n_pred": 12626, + "n_ref": 10292 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.44361539765982705, + "FN": 5363, + "FP": 1199, + "IoU": 0.2850294181738941, + "TN": 341286, + "TP": 2616, + "n_pred": 3815, + "n_ref": 7979 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 37007, + "IoU": 0.0, + "TN": 313457, + "TP": 0, + "n_pred": 37007, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1108, + "IoU": 0.0, + "TN": 349356, + "TP": 0, + "n_pred": 1108, + "n_ref": 0 + }, + "8": { + "Dice": 0.31234592577786663, + "FN": 20638, + "FP": 4, + "IoU": 0.1850769838136597, + "TN": 325134, + "TP": 4688, + "n_pred": 4692, + "n_ref": 25326 + }, + "9": { + "Dice": 0.0, + "FN": 13, + "FP": 747, + "IoU": 0.0, + "TN": 349704, + "TP": 0, + "n_pred": 747, + "n_ref": 13 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6488425171177046, + "FN": 302, + "FP": 775, + "IoU": 0.4802123552123552, + "TN": 348392, + "TP": 995, + "n_pred": 1770, + "n_ref": 1297 + }, + "11": { + "Dice": 0.5766116941529236, + "FN": 1680, + "FP": 1144, + "IoU": 0.40509795660417103, + "TN": 345717, + "TP": 1923, + "n_pred": 3067, + "n_ref": 3603 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9376165208661982, + "FN": 213, + "FP": 222, + "IoU": 0.8825593952483801, + "TN": 346760, + "TP": 3269, + "n_pred": 3491, + "n_ref": 3482 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9679728711379051, + "FN": 227, + "FP": 283, + "IoU": 0.9379335523913838, + "TN": 342247, + "TP": 7707, + "n_pred": 7990, + "n_ref": 7934 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9546331737586762, + "FN": 4307, + "FP": 4203, + "IoU": 0.9132040062827652, + "TN": 252418, + "TP": 89536, + "n_pred": 93739, + "n_ref": 93843 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9372679304279852, + "FN": 1981, + "FP": 908, + "IoU": 0.8819418904008827, + "TN": 325993, + "TP": 21582, + "n_pred": 22490, + "n_ref": 23563 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 175211, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3540, + "IoU": 0.0, + "TN": 171692, + "TP": 0, + "n_pred": 3540, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8277361681565596, + "FN": 172, + "FP": 1254, + "IoU": 0.7061005770816158, + "TN": 170380, + "TP": 3426, + "n_pred": 4680, + "n_ref": 3598 + }, + "7": { + "Dice": 0.7400275673378864, + "FN": 24930, + "FP": 155, + "IoU": 0.5873363163782326, + "TN": 114444, + "TP": 35703, + "n_pred": 35858, + "n_ref": 60633 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7221160911094783, + "FN": 3676, + "FP": 106, + "IoU": 0.5650873965041399, + "TN": 166536, + "TP": 4914, + "n_pred": 5020, + "n_ref": 8590 + }, + "15": { + "Dice": 0.8534894837476099, + "FN": 850, + "FP": 376, + "IoU": 0.7444235980821347, + "TN": 170435, + "TP": 3571, + "n_pred": 3947, + "n_ref": 4421 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 4287, + "IoU": 0.0, + "TN": 170945, + "TP": 0, + "n_pred": 4287, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1187, + "IoU": 0.0, + "TN": 174045, + "TP": 0, + "n_pred": 1187, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 21015, + "IoU": 0.0, + "TN": 154217, + "TP": 0, + "n_pred": 21015, + "n_ref": 0 + }, + "3": { + "Dice": 0.49708269063107774, + "FN": 22361, + "FP": 136, + "IoU": 0.33074520303435967, + "TN": 141617, + "TP": 11118, + "n_pred": 11254, + "n_ref": 33479 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8748101540464309, + "FN": 19021, + "FP": 20, + "IoU": 0.7774778249132279, + "TN": 264895, + "TP": 66528, + "n_pred": 66548, + "n_ref": 85549 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 342, + "IoU": 0.0, + "TN": 350122, + "TP": 0, + "n_pred": 342, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7604310583033987, + "FN": 1732, + "FP": 2, + "IoU": 0.613464110566206, + "TN": 345978, + "TP": 2752, + "n_pred": 2754, + "n_ref": 4484 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 27405, + "IoU": 0.0, + "TN": 323059, + "TP": 0, + "n_pred": 27405, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 406, + "IoU": 0.0, + "TN": 350058, + "TP": 0, + "n_pred": 406, + "n_ref": 0 + }, + "4": { + "Dice": 0.7036337758154937, + "FN": 10166, + "FP": 37, + "IoU": 0.5427739188886399, + "TN": 328149, + "TP": 12112, + "n_pred": 12149, + "n_ref": 22278 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5692025330302772, + "FN": 70583, + "FP": 303, + "IoU": 0.3978218763804411, + "TN": 232748, + "TP": 46830, + "n_pred": 47133, + "n_ref": 117413 + }, + "7": { + "Dice": 0.0, + "FN": 2123, + "FP": 0, + "IoU": 0.0, + "TN": 348341, + "TP": 0, + "n_pred": 0, + "n_ref": 2123 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.025511717591219223, + "FN": 3285, + "FP": 0, + "IoU": 0.012920673076923076, + "TN": 347136, + "TP": 43, + "n_pred": 43, + "n_ref": 3328 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9044729479306711, + "FN": 2534, + "FP": 5353, + "IoU": 0.8256053067993366, + "TN": 305239, + "TP": 37338, + "n_pred": 42691, + "n_ref": 39872 + }, + "15": { + "Dice": 0.8211842461253044, + "FN": 4225, + "FP": 14281, + "IoU": 0.6966179773438909, + "TN": 289465, + "TP": 42493, + "n_pred": 56774, + "n_ref": 46718 + }, + "2": { + "Dice": 0.39334027055150883, + "FN": 335, + "FP": 248, + "IoU": 0.24481865284974094, + "TN": 349692, + "TP": 189, + "n_pred": 437, + "n_ref": 524 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4255, + "IoU": 0.0, + "TN": 346209, + "TP": 0, + "n_pred": 4255, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8492569002123143, + "FN": 131, + "FP": 11, + "IoU": 0.7380073800738007, + "TN": 174690, + "TP": 400, + "n_pred": 411, + "n_ref": 531 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8853526220614828, + "FN": 298, + "FP": 19, + "IoU": 0.7942894224529526, + "TN": 173691, + "TP": 1224, + "n_pred": 1243, + "n_ref": 1522 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9656128513121794, + "FN": 2950, + "FP": 597, + "IoU": 0.9335120341905976, + "TN": 121884, + "TP": 49801, + "n_pred": 50398, + "n_ref": 52751 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9558369363804817, + "FN": 165, + "FP": 121, + "IoU": 0.9154096421177167, + "TN": 171851, + "TP": 3095, + "n_pred": 3216, + "n_ref": 3260 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": NaN, + "FN": 1188.8822222222223, + "FP": 708.0644444444446, + "IoU": NaN, + "TN": 223518.6977777778, + "TP": 2385.9555555555557, + "n_pred": 3094.02, + "n_ref": 3574.8377777777782 + }, + "mean": { + "1": { + "Dice": 0.4448272986719933, + "FN": 124.0, + "FP": 727.8333333333334, + "IoU": 0.4296240914465694, + "TN": 222129.9, + "TP": 4819.866666666667, + "n_pred": 5547.7, + "n_ref": 4943.866666666667 + }, + "10": { + "Dice": 0.19678050174242867, + "FN": 358.06666666666666, + "FP": 224.96666666666667, + "IoU": 0.1522357255117484, + "TN": 226657.6, + "TP": 560.9666666666667, + "n_pred": 785.9333333333333, + "n_ref": 919.0333333333333 + }, + "11": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 227801.6, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "12": { + "Dice": 0.1972101972101972, + "FN": 0.7666666666666667, + "FP": 45.4, + "IoU": 0.11094173441734417, + "TN": 227747.6, + "TP": 7.833333333333333, + "n_pred": 53.233333333333334, + "n_ref": 8.6 + }, + "13": { + "Dice": 0.3218846439733578, + "FN": 961.4666666666667, + "FP": 158.43333333333334, + "IoU": 0.2364222807168645, + "TN": 226030.86666666667, + "TP": 650.8333333333334, + "n_pred": 809.2666666666667, + "n_ref": 1612.3 + }, + "14": { + "Dice": 0.5287735460809226, + "FN": 6804.6, + "FP": 386.2, + "IoU": 0.4606608773436665, + "TN": 214756.3, + "TP": 5854.5, + "n_pred": 6240.7, + "n_ref": 12659.1 + }, + "15": { + "Dice": 0.3429124244708787, + "FN": 1666.2666666666667, + "FP": 802.8333333333334, + "IoU": 0.22297299108005683, + "TN": 224522.46666666667, + "TP": 810.0333333333333, + "n_pred": 1612.8666666666666, + "n_ref": 2476.3 + }, + "2": { + "Dice": 0.516729832485188, + "FN": 5537.866666666667, + "FP": 217.1, + "IoU": 0.3858436041933187, + "TN": 217664.6, + "TP": 4382.033333333334, + "n_pred": 4599.133333333333, + "n_ref": 9919.9 + }, + "3": { + "Dice": 0.10206137854657038, + "FN": 171.66666666666666, + "FP": 5872.366666666667, + "IoU": 0.0927123017180845, + "TN": 218998.43333333332, + "TP": 2759.133333333333, + "n_pred": 8631.5, + "n_ref": 2930.8 + }, + "4": { + "Dice": 0.21741389321842242, + "FN": 124.06666666666666, + "FP": 78.93333333333334, + "IoU": 0.19234304872113772, + "TN": 227124.33333333334, + "TP": 474.26666666666665, + "n_pred": 553.2, + "n_ref": 598.3333333333334 + }, + "5": { + "Dice": 0.6852113943539648, + "FN": 173.66666666666666, + "FP": 25.0, + "IoU": 0.5732378107705269, + "TN": 227357.83333333334, + "TP": 245.1, + "n_pred": 270.1, + "n_ref": 418.76666666666665 + }, + "6": { + "Dice": 0.5458991098210543, + "FN": 936.8, + "FP": 1117.2333333333333, + "IoU": 0.4859419370743263, + "TN": 217731.43333333332, + "TP": 8016.133333333333, + "n_pred": 9133.366666666667, + "n_ref": 8952.933333333332 + }, + "7": { + "Dice": 0.4024531567783788, + "FN": 747.0, + "FP": 726.0, + "IoU": 0.3442553853592997, + "TN": 222367.6, + "TP": 3961.0, + "n_pred": 4687.0, + "n_ref": 4708.0 + }, + "8": { + "Dice": 0.8855591863019585, + "FN": 62.233333333333334, + "FP": 38.7, + "IoU": 0.8103370707326273, + "TN": 225935.33333333334, + "TP": 1765.3333333333333, + "n_pred": 1804.0333333333333, + "n_ref": 1827.5666666666666 + }, + "9": { + "Dice": 0.660803891485577, + "FN": 164.76666666666668, + "FP": 199.96666666666667, + "IoU": 0.5745257760426236, + "TN": 225954.56666666668, + "TP": 1482.3, + "n_pred": 1682.2666666666667, + "n_ref": 1647.0666666666666 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.47486930391470794, + "FN": 37993, + "FP": 278, + "IoU": 0.3113630229419703, + "TN": 119657, + "TP": 17304, + "n_pred": 17582, + "n_ref": 55297 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 36661, + "IoU": 0.0, + "TN": 138571, + "TP": 0, + "n_pred": 36661, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.18181818181818182, + "FN": 9, + "FP": 0, + "IoU": 0.1, + "TN": 175222, + "TP": 1, + "n_pred": 1, + "n_ref": 10 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 124, + "IoU": 0.0, + "TN": 175108, + "TP": 0, + "n_pred": 124, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9521805017679744, + "FN": 596, + "FP": 540, + "IoU": 0.9087256950024104, + "TN": 162786, + "TP": 11310, + "n_pred": 11850, + "n_ref": 11906 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1389, + "IoU": 0.0, + "TN": 173843, + "TP": 0, + "n_pred": 1389, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.12987012987012986, + "FN": 0, + "FP": 134, + "IoU": 0.06944444444444445, + "TN": 175088, + "TP": 10, + "n_pred": 144, + "n_ref": 10 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 369, + "IoU": 0.0, + "TN": 174863, + "TP": 0, + "n_pred": 369, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 320, + "IoU": 0.0, + "TN": 174912, + "TP": 0, + "n_pred": 320, + "n_ref": 0 + }, + "5": { + "Dice": 0.4459915152833678, + "FN": 4901, + "FP": 192, + "IoU": 0.28699426011479773, + "TN": 168089, + "TP": 2050, + "n_pred": 2242, + "n_ref": 6951 + }, + "6": { + "Dice": 0.9472500718548701, + "FN": 5899, + "FP": 341, + "IoU": 0.8997864037130422, + "TN": 112965, + "TP": 56027, + "n_pred": 56368, + "n_ref": 61926 + }, + "7": { + "Dice": 0.8242905455080135, + "FN": 2668, + "FP": 917, + "IoU": 0.7011005502751376, + "TN": 163238, + "TP": 8409, + "n_pred": 9326, + "n_ref": 11077 + }, + "8": { + "Dice": 0.9490800486707718, + "FN": 595, + "FP": 786, + "IoU": 0.9030945196828293, + "TN": 160981, + "TP": 12870, + "n_pred": 13656, + "n_ref": 13465 + }, + "9": { + "Dice": 0.4675324675324675, + "FN": 538, + "FP": 610, + "IoU": 0.3050847457627119, + "TN": 173580, + "TP": 504, + "n_pred": 1114, + "n_ref": 1042 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 344, + "IoU": 0.0, + "TN": 174888, + "TP": 0, + "n_pred": 344, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9761434716651773, + "FN": 1912, + "FP": 384, + "IoU": 0.9533986888307049, + "TN": 125963, + "TP": 46973, + "n_pred": 47357, + "n_ref": 48885 + }, + "7": { + "Dice": 0.5247747747747747, + "FN": 457, + "FP": 387, + "IoU": 0.35572519083969467, + "TN": 173922, + "TP": 466, + "n_pred": 853, + "n_ref": 923 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.924431273424562, + "FN": 309, + "FP": 558, + "IoU": 0.8594813614262561, + "TN": 344294, + "TP": 5303, + "n_pred": 5861, + "n_ref": 5612 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 350439, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "7": { + "Dice": 0.8769230769230769, + "FN": 18, + "FP": 14, + "IoU": 0.7808219178082192, + "TN": 350318, + "TP": 114, + "n_pred": 128, + "n_ref": 132 + }, + "8": { + "Dice": 0.9819102024453799, + "FN": 1069, + "FP": 375, + "IoU": 0.9644632573706748, + "TN": 309830, + "TP": 39190, + "n_pred": 39565, + "n_ref": 40259 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 332, + "IoU": 0.0, + "TN": 174900, + "TP": 0, + "n_pred": 332, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 80, + "IoU": 0.0, + "TN": 175152, + "TP": 0, + "n_pred": 80, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2881, + "IoU": 0.0, + "TN": 172351, + "TP": 0, + "n_pred": 2881, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 55, + "IoU": 0.0, + "TN": 175177, + "TP": 0, + "n_pred": 55, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 3290, + "FP": 0, + "IoU": 0.0, + "TN": 171942, + "TP": 0, + "n_pred": 0, + "n_ref": 3290 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9809104258443465, + "FN": 626, + "FP": 258, + "IoU": 0.962536023054755, + "TN": 151636, + "TP": 22712, + "n_pred": 22970, + "n_ref": 23338 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 638, + "IoU": 0.0, + "TN": 174594, + "TP": 0, + "n_pred": 638, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 182, + "IoU": 0.0, + "TN": 175050, + "TP": 0, + "n_pred": 182, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5217851472922914, + "FN": 2698, + "FP": 13, + "IoU": 0.35298329355608593, + "TN": 171042, + "TP": 1479, + "n_pred": 1492, + "n_ref": 4177 + }, + "7": { + "Dice": 0.9458431863495155, + "FN": 2859, + "FP": 4149, + "IoU": 0.8972509346822081, + "TN": 107027, + "TP": 61197, + "n_pred": 65346, + "n_ref": 64056 + }, + "8": { + "Dice": 0.9079497907949791, + "FN": 176, + "FP": 0, + "IoU": 0.8314176245210728, + "TN": 174188, + "TP": 868, + "n_pred": 868, + "n_ref": 1044 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.38388402522827825, + "FN": 6092, + "FP": 453, + "IoU": 0.2375349487418453, + "TN": 166648, + "TP": 2039, + "n_pred": 2492, + "n_ref": 8131 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.657060409310096, + "FN": 33368, + "FP": 2760, + "IoU": 0.48927026492125875, + "TN": 104494, + "TP": 34610, + "n_pred": 37370, + "n_ref": 67978 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 31964, + "IoU": 0.0, + "TN": 143268, + "TP": 0, + "n_pred": 31964, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9675090252707581, + "FN": 43, + "FP": 47, + "IoU": 0.9370629370629371, + "TN": 173802, + "TP": 1340, + "n_pred": 1387, + "n_ref": 1383 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8991682474828542, + "FN": 624, + "FP": 67, + "IoU": 0.8168080593849417, + "TN": 171460, + "TP": 3081, + "n_pred": 3148, + "n_ref": 3705 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1869, + "IoU": 0.0, + "TN": 173363, + "TP": 0, + "n_pred": 1869, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 4132, + "IoU": 0.0, + "TN": 171100, + "TP": 0, + "n_pred": 4132, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 7793, + "IoU": 0.0, + "TN": 167439, + "TP": 0, + "n_pred": 7793, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8840646651270208, + "FN": 803, + "FP": 2460, + "IoU": 0.7922185430463576, + "TN": 159528, + "TP": 12441, + "n_pred": 14901, + "n_ref": 13244 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6761296591934476, + "FN": 7943, + "FP": 1389, + "IoU": 0.5107219629843234, + "TN": 156159, + "TP": 9741, + "n_pred": 11130, + "n_ref": 17684 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 3646, + "IoU": 0.0, + "TN": 171586, + "TP": 0, + "n_pred": 3646, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7350748161298504, + "FN": 5047, + "FP": 176, + "IoU": 0.5811211805277087, + "TN": 162763, + "TP": 7246, + "n_pred": 7422, + "n_ref": 12293 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4293, + "IoU": 0.0, + "TN": 170939, + "TP": 0, + "n_pred": 4293, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 97, + "FP": 0, + "IoU": 0.0, + "TN": 175135, + "TP": 0, + "n_pred": 0, + "n_ref": 97 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.5423159466268546, + "FN": 4685, + "FP": 220, + "IoU": 0.3720394315708616, + "TN": 167421, + "TP": 2906, + "n_pred": 3126, + "n_ref": 7591 + }, + "8": { + "Dice": 0.7032967032967034, + "FN": 27, + "FP": 0, + "IoU": 0.5423728813559322, + "TN": 175173, + "TP": 32, + "n_pred": 32, + "n_ref": 59 + }, + "9": { + "Dice": 0.7372188139059305, + "FN": 391, + "FP": 2693, + "IoU": 0.5838056680161944, + "TN": 167822, + "TP": 4326, + "n_pred": 7019, + "n_ref": 4717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.3253159804780378, + "FN": 53906, + "FP": 8, + "IoU": 0.19425514108082256, + "TN": 283552, + "TP": 12998, + "n_pred": 13006, + "n_ref": 66904 + }, + "15": { + "Dice": 0.01383108935128519, + "FN": 15630, + "FP": 484, + "IoU": 0.006963702471189992, + "TN": 334237, + "TP": 113, + "n_pred": 597, + "n_ref": 15743 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 10414, + "IoU": 0.0, + "TN": 340050, + "TP": 0, + "n_pred": 10414, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 574, + "IoU": 0.0, + "TN": 349890, + "TP": 0, + "n_pred": 574, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 276, + "IoU": 0.0, + "TN": 350188, + "TP": 0, + "n_pred": 276, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 8948, + "IoU": 0.0, + "TN": 341516, + "TP": 0, + "n_pred": 8948, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.3930759997472993, + "FN": 736, + "FP": 8871, + "IoU": 0.24461393300833464, + "TN": 337746, + "TP": 3111, + "n_pred": 11982, + "n_ref": 3847 + }, + "7": { + "Dice": 0.0, + "FN": 5, + "FP": 2196, + "IoU": 0.0, + "TN": 348263, + "TP": 0, + "n_pred": 2196, + "n_ref": 5 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2227, + "IoU": 0.0, + "TN": 348237, + "TP": 0, + "n_pred": 2227, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7668465476684655, + "FN": 674, + "FP": 1011, + "IoU": 0.6218581687612208, + "TN": 346008, + "TP": 2771, + "n_pred": 3782, + "n_ref": 3445 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8455247810273958, + "FN": 13114, + "FP": 1242, + "IoU": 0.7323888526423712, + "TN": 296819, + "TP": 39289, + "n_pred": 40531, + "n_ref": 52403 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 11613, + "IoU": 0.0, + "TN": 338851, + "TP": 0, + "n_pred": 11613, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1408, + "IoU": 0.0, + "TN": 349056, + "TP": 0, + "n_pred": 1408, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9351838909398871, + "FN": 6216, + "FP": 1667, + "IoU": 0.8782585866073634, + "TN": 285712, + "TP": 56869, + "n_pred": 58536, + "n_ref": 63085 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 350463, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1852, + "IoU": 0.0, + "TN": 173380, + "TP": 0, + "n_pred": 1852, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.4061512729975841, + "FN": 37920, + "FP": 426, + "IoU": 0.25482422899784296, + "TN": 123773, + "TP": 13113, + "n_pred": 13539, + "n_ref": 51033 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 37913, + "IoU": 0.0, + "TN": 137319, + "TP": 0, + "n_pred": 37913, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.484629294755877, + "FN": 1942, + "FP": 53, + "IoU": 0.3198090692124105, + "TN": 172299, + "TP": 938, + "n_pred": 991, + "n_ref": 2880 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3903, + "IoU": 0.0, + "TN": 171329, + "TP": 0, + "n_pred": 3903, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9262865090403338, + "FN": 55, + "FP": 104, + "IoU": 0.8626943005181347, + "TN": 174074, + "TP": 999, + "n_pred": 1103, + "n_ref": 1054 + }, + "10": { + "Dice": 0.3564036222509702, + "FN": 3970, + "FP": 10, + "IoU": 0.21684376229830776, + "TN": 170150, + "TP": 1102, + "n_pred": 1112, + "n_ref": 5072 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.26455026455026454, + "FN": 23, + "FP": 1228, + "IoU": 0.1524390243902439, + "TN": 173756, + "TP": 225, + "n_pred": 1453, + "n_ref": 248 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9386478234722672, + "FN": 4996, + "FP": 5614, + "IoU": 0.8843886546151918, + "TN": 83459, + "TP": 81163, + "n_pred": 86777, + "n_ref": 86159 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.11447260834014718, + "FN": 5412, + "FP": 3, + "IoU": 0.060711188204683436, + "TN": 169467, + "TP": 350, + "n_pred": 353, + "n_ref": 5762 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9881782920081018, + "FN": 778, + "FP": 115, + "IoU": 0.9766328239480846, + "TN": 312248, + "TP": 37323, + "n_pred": 37438, + "n_ref": 38101 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.5768818990659726, + "FN": 143822, + "FP": 5171, + "IoU": 0.40536474006433537, + "TN": 99902, + "TP": 101569, + "n_pred": 106740, + "n_ref": 245391 + }, + "15": { + "Dice": 0.45950182894966035, + "FN": 20964, + "FP": 6963, + "IoU": 0.29828132066938035, + "TN": 310666, + "TP": 11871, + "n_pred": 18834, + "n_ref": 32835 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3177, + "IoU": 0.0, + "TN": 347287, + "TP": 0, + "n_pred": 3177, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 16681, + "IoU": 0.0, + "TN": 333783, + "TP": 0, + "n_pred": 16681, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 398, + "IoU": 0.0, + "TN": 350066, + "TP": 0, + "n_pred": 398, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9512195121951219, + "FN": 71, + "FP": 77, + "IoU": 0.9069767441860465, + "TN": 173641, + "TP": 1443, + "n_pred": 1520, + "n_ref": 1514 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 350443, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 81, + "FP": 0, + "IoU": 0.0, + "TN": 350383, + "TP": 0, + "n_pred": 0, + "n_ref": 81 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.1210549843540456, + "FN": 9745, + "FP": 86, + "IoU": 0.06442710315949753, + "TN": 339956, + "TP": 677, + "n_pred": 763, + "n_ref": 10422 + }, + "14": { + "Dice": 0.911383891037498, + "FN": 1802, + "FP": 306, + "IoU": 0.8371949335804757, + "TN": 337516, + "TP": 10840, + "n_pred": 11146, + "n_ref": 12642 + }, + "15": { + "Dice": 0.5321206456483445, + "FN": 12905, + "FP": 110, + "IoU": 0.36250979623824453, + "TN": 330048, + "TP": 7401, + "n_pred": 7511, + "n_ref": 20306 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8696555728736897, + "FN": 3625, + "FP": 640, + "IoU": 0.7693721948845509, + "TN": 331971, + "TP": 14228, + "n_pred": 14868, + "n_ref": 17853 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.953807050502818, + "FN": 2432, + "FP": 912, + "IoU": 0.9116932502376677, + "TN": 312596, + "TP": 34524, + "n_pred": 35436, + "n_ref": 36956 + }, + "7": { + "Dice": 0.0, + "FN": 3031, + "FP": 0, + "IoU": 0.0, + "TN": 347433, + "TP": 0, + "n_pred": 0, + "n_ref": 3031 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9690674753601213, + "FN": 516, + "FP": 2340, + "IoU": 0.9399911751728195, + "TN": 302871, + "TP": 44737, + "n_pred": 47077, + "n_ref": 45253 + }, + "10": { + "Dice": 0.0, + "FN": 376, + "FP": 0, + "IoU": 0.0, + "TN": 350088, + "TP": 0, + "n_pred": 0, + "n_ref": 376 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 544, + "IoU": 0.0, + "TN": 349920, + "TP": 0, + "n_pred": 544, + "n_ref": 0 + }, + "14": { + "Dice": 0.9356525502169758, + "FN": 4012, + "FP": 1341, + "IoU": 0.8790856316776219, + "TN": 306193, + "TP": 38918, + "n_pred": 40259, + "n_ref": 42930 + }, + "15": { + "Dice": 0.36619613393422473, + "FN": 489, + "FP": 16528, + "IoU": 0.22413714494141249, + "TN": 328531, + "TP": 4916, + "n_pred": 21444, + "n_ref": 5405 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8581081081081081, + "FN": 80, + "FP": 4, + "IoU": 0.7514792899408284, + "TN": 350126, + "TP": 254, + "n_pred": 258, + "n_ref": 334 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9670926682878874, + "FN": 1674, + "FP": 870, + "IoU": 0.9362821219255623, + "TN": 310538, + "TP": 37382, + "n_pred": 38252, + "n_ref": 39056 + }, + "10": { + "Dice": 0.530556228303867, + "FN": 5512, + "FP": 303, + "IoU": 0.36105922426107023, + "TN": 341363, + "TP": 3286, + "n_pred": 3589, + "n_ref": 8798 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6271619353426257, + "FN": 4390, + "FP": 719, + "IoU": 0.4568360620880289, + "TN": 341058, + "TP": 4297, + "n_pred": 5016, + "n_ref": 8687 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.4984282440166819, + "FN": 38694, + "FP": 1355, + "IoU": 0.3319376793220791, + "TN": 290516, + "TP": 19899, + "n_pred": 21254, + "n_ref": 58593 + }, + "3": { + "Dice": 0.08196596199343661, + "FN": 154, + "FP": 35933, + "IoU": 0.04273436256565335, + "TN": 312766, + "TP": 1611, + "n_pred": 37544, + "n_ref": 1765 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8585478738790859, + "FN": 785, + "FP": 193, + "IoU": 0.7521540800810947, + "TN": 346518, + "TP": 2968, + "n_pred": 3161, + "n_ref": 3753 + }, + "7": { + "Dice": 0.9476159482668123, + "FN": 3195, + "FP": 1795, + "IoU": 0.9004468917085627, + "TN": 300340, + "TP": 45134, + "n_pred": 46929, + "n_ref": 48329 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9522836617676135, + "FN": 1182, + "FP": 266, + "IoU": 0.9089136315027992, + "TN": 334567, + "TP": 14449, + "n_pred": 14715, + "n_ref": 15631 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9687366395895682, + "FN": 2142, + "FP": 198, + "IoU": 0.9393688138052547, + "TN": 136638, + "TP": 36254, + "n_pred": 36452, + "n_ref": 38396 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9086201582245967, + "FN": 2208, + "FP": 2239, + "IoU": 0.8325425515890947, + "TN": 148676, + "TP": 22109, + "n_pred": 24348, + "n_ref": 24317 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0402.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.5206704122680434, + "FN": 713.4977777777777, + "FP": 477.44444444444446, + "IoU": 0.44823978432722683, + "TN": 229253.06888888887, + "TP": 3198.6555555555556, + "n_pred": 3676.1, + "n_ref": 3912.1533333333336 + }, + "mean": { + "1": { + "Dice": 0.7759537864955384, + "FN": 696.1, + "FP": 158.86666666666667, + "IoU": 0.7301604543735499, + "TN": 227066.9, + "TP": 5720.8, + "n_pred": 5879.666666666667, + "n_ref": 6416.9 + }, + "10": { + "Dice": 0.30408221390072415, + "FN": 1130.1666666666667, + "FP": 1020.2, + "IoU": 0.2358406511806406, + "TN": 230083.43333333332, + "TP": 1408.8666666666666, + "n_pred": 2429.0666666666666, + "n_ref": 2539.0333333333333 + }, + "11": { + "Dice": 0.5428571428571428, + "FN": 15.7, + "FP": 19.5, + "IoU": 0.37254901960784315, + "TN": 233586.56666666668, + "TP": 20.9, + "n_pred": 40.4, + "n_ref": 36.6 + }, + "12": { + "Dice": 0.2952908382713998, + "FN": 22.633333333333333, + "FP": 13.2, + "IoU": 0.24217498532002352, + "TN": 233576.96666666667, + "TP": 29.866666666666667, + "n_pred": 43.06666666666667, + "n_ref": 52.5 + }, + "13": { + "Dice": 0.38654394131059777, + "FN": 1959.0333333333333, + "FP": 665.0, + "IoU": 0.2934325423217531, + "TN": 229536.7, + "TP": 1481.9333333333334, + "n_pred": 2146.9333333333334, + "n_ref": 3440.9666666666667 + }, + "14": { + "Dice": 0.4986848476599973, + "FN": 546.1666666666666, + "FP": 287.03333333333336, + "IoU": 0.44457705491829597, + "TN": 229129.76666666666, + "TP": 3679.7, + "n_pred": 3966.733333333333, + "n_ref": 4225.866666666667 + }, + "15": { + "Dice": 0.24756628432616892, + "FN": 849.9, + "FP": 234.03333333333333, + "IoU": 0.19613268879889426, + "TN": 231571.8, + "TP": 986.9333333333333, + "n_pred": 1220.9666666666667, + "n_ref": 1836.8333333333333 + }, + "2": { + "Dice": 0.29328672800842426, + "FN": 203.2, + "FP": 199.03333333333333, + "IoU": 0.26141720952134445, + "TN": 232449.63333333333, + "TP": 790.8, + "n_pred": 989.8333333333334, + "n_ref": 994.0 + }, + "3": { + "Dice": 0.7109098073921933, + "FN": 370.3, + "FP": 310.4, + "IoU": 0.6766351130712532, + "TN": 226356.03333333333, + "TP": 6605.933333333333, + "n_pred": 6916.333333333333, + "n_ref": 6976.233333333334 + }, + "4": { + "Dice": 0.2967787627566018, + "FN": 1656.4333333333334, + "FP": 346.03333333333336, + "IoU": 0.2208001175520023, + "TN": 229881.1, + "TP": 1759.1, + "n_pred": 2105.133333333333, + "n_ref": 3415.5333333333333 + }, + "5": { + "Dice": 0.7126306369208408, + "FN": 213.1, + "FP": 71.26666666666667, + "IoU": 0.5618922486776209, + "TN": 232956.26666666666, + "TP": 402.03333333333336, + "n_pred": 473.3, + "n_ref": 615.1333333333333 + }, + "6": { + "Dice": 0.7654316948388463, + "FN": 926.7666666666667, + "FP": 1652.0, + "IoU": 0.7095514784788653, + "TN": 215440.03333333333, + "TP": 15623.866666666667, + "n_pred": 17275.866666666665, + "n_ref": 16550.633333333335 + }, + "7": { + "Dice": 0.5253314989777422, + "FN": 1842.3, + "FP": 1599.6333333333334, + "IoU": 0.43426724522490784, + "TN": 224287.3, + "TP": 5913.433333333333, + "n_pred": 7513.066666666667, + "n_ref": 7755.733333333334 + }, + "8": { + "Dice": 0.9436211836639525, + "FN": 58.36666666666667, + "FP": 138.06666666666666, + "IoU": 0.8941693440680781, + "TN": 231646.5, + "TP": 1799.7333333333333, + "n_pred": 1937.8, + "n_ref": 1858.1 + }, + "9": { + "Dice": 0.5110868166404833, + "FN": 212.3, + "FP": 447.4, + "IoU": 0.4499966117933294, + "TN": 231227.03333333333, + "TP": 1755.9333333333334, + "n_pred": 2203.3333333333335, + "n_ref": 1968.2333333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9312988245601227, + "FN": 706, + "FP": 235, + "IoU": 0.8714305232955322, + "TN": 167913, + "TP": 6378, + "n_pred": 6613, + "n_ref": 7084 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 26, + "FP": 0, + "IoU": 0.0, + "TN": 175206, + "TP": 0, + "n_pred": 0, + "n_ref": 26 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 207, + "IoU": 0.0, + "TN": 175025, + "TP": 0, + "n_pred": 207, + "n_ref": 0 + }, + "3": { + "Dice": 0.9366254135522607, + "FN": 5551, + "FP": 4793, + "IoU": 0.8808047751837939, + "TN": 88450, + "TP": 76438, + "n_pred": 81231, + "n_ref": 81989 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 175230, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 45, + "IoU": 0.0, + "TN": 175187, + "TP": 0, + "n_pred": 45, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 83, + "IoU": 0.0, + "TN": 175149, + "TP": 0, + "n_pred": 83, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8872213639373207, + "FN": 460, + "FP": 51, + "IoU": 0.7973026576755256, + "TN": 172711, + "TP": 2010, + "n_pred": 2061, + "n_ref": 2470 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 175223, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9471674496351868, + "FN": 4285, + "FP": 2384, + "IoU": 0.8996373158362052, + "TN": 108783, + "TP": 59780, + "n_pred": 62164, + "n_ref": 64065 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7639787901895759, + "FN": 6937, + "FP": 6372, + "IoU": 0.6180952107664496, + "TN": 140383, + "TP": 21540, + "n_pred": 27912, + "n_ref": 28477 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.41282763164086395, + "FN": 20689, + "FP": 4267, + "IoU": 0.26010258234753475, + "TN": 141503, + "TP": 8773, + "n_pred": 13040, + "n_ref": 29462 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8779168075752452, + "FN": 313, + "FP": 48, + "IoU": 0.7823990355635925, + "TN": 173573, + "TP": 1298, + "n_pred": 1346, + "n_ref": 1611 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 521, + "IoU": 0.0, + "TN": 174711, + "TP": 0, + "n_pred": 521, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9160409556313993, + "FN": 312, + "FP": 303, + "IoU": 0.845088161209068, + "TN": 171262, + "TP": 3355, + "n_pred": 3658, + "n_ref": 3667 + }, + "7": { + "Dice": 0.38300653594771245, + "FN": 534, + "FP": 3242, + "IoU": 0.2368633791430881, + "TN": 170284, + "TP": 1172, + "n_pred": 4414, + "n_ref": 1706 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8906342311033884, + "FN": 1002, + "FP": 2145, + "IoU": 0.8028319027629848, + "TN": 159271, + "TP": 12814, + "n_pred": 14959, + "n_ref": 13816 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 227, + "IoU": 0.0, + "TN": 175005, + "TP": 0, + "n_pred": 227, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.24246832757471054, + "FN": 12456, + "FP": 41, + "IoU": 0.1379595778436918, + "TN": 160735, + "TP": 2000, + "n_pred": 2041, + "n_ref": 14456 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7881096066872961, + "FN": 13346, + "FP": 1787, + "IoU": 0.6503142619465755, + "TN": 131956, + "TP": 28143, + "n_pred": 29930, + "n_ref": 41489 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8862095696778769, + "FN": 3543, + "FP": 10255, + "IoU": 0.7956699443193934, + "TN": 107704, + "TP": 53730, + "n_pred": 63985, + "n_ref": 57273 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4402, + "IoU": 0.0, + "TN": 170830, + "TP": 0, + "n_pred": 4402, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 5135, + "IoU": 0.0, + "TN": 345329, + "TP": 0, + "n_pred": 5135, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1830, + "IoU": 0.0, + "TN": 348634, + "TP": 0, + "n_pred": 1830, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 261, + "IoU": 0.0, + "TN": 350203, + "TP": 0, + "n_pred": 261, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 110, + "IoU": 0.0, + "TN": 350354, + "TP": 0, + "n_pred": 110, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 178, + "IoU": 0.0, + "TN": 350286, + "TP": 0, + "n_pred": 178, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 6828, + "IoU": 0.0, + "TN": 343636, + "TP": 0, + "n_pred": 6828, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.19089370198359304, + "FN": 24450, + "FP": 12832, + "IoU": 0.10551823416506718, + "TN": 133552, + "TP": 4398, + "n_pred": 17230, + "n_ref": 28848 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5640569790439788, + "FN": 8993, + "FP": 10624, + "IoU": 0.39281292559118486, + "TN": 142924, + "TP": 12691, + "n_pred": 23315, + "n_ref": 21684 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0022727272727272726, + "FN": 27, + "FP": 4363, + "IoU": 0.0011376564277588168, + "TN": 170837, + "TP": 5, + "n_pred": 4368, + "n_ref": 32 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 261, + "FP": 0, + "IoU": 0.0, + "TN": 174971, + "TP": 0, + "n_pred": 0, + "n_ref": 261 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8871679110956764, + "FN": 1148, + "FP": 2101, + "IoU": 0.7972163275496192, + "TN": 159210, + "TP": 12773, + "n_pred": 14874, + "n_ref": 13921 + }, + "7": { + "Dice": 0.34600664860183816, + "FN": 23409, + "FP": 2, + "IoU": 0.20919470341845697, + "TN": 145628, + "TP": 6193, + "n_pred": 6195, + "n_ref": 29602 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8115025947169222, + "FN": 1949, + "FP": 2882, + "IoU": 0.6827971109652002, + "TN": 160002, + "TP": 10399, + "n_pred": 13281, + "n_ref": 12348 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2028, + "IoU": 0.0, + "TN": 173204, + "TP": 0, + "n_pred": 2028, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6518189787420556, + "FN": 11400, + "FP": 1310, + "IoU": 0.4834803104807575, + "TN": 150625, + "TP": 11897, + "n_pred": 13207, + "n_ref": 23297 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9471491837062804, + "FN": 833, + "FP": 6399, + "IoU": 0.8996043589921566, + "TN": 103197, + "TP": 64803, + "n_pred": 71202, + "n_ref": 65636 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 3863, + "FP": 270, + "IoU": 0.0, + "TN": 346331, + "TP": 0, + "n_pred": 270, + "n_ref": 3863 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1353, + "IoU": 0.0, + "TN": 349111, + "TP": 0, + "n_pred": 1353, + "n_ref": 0 + }, + "11": { + "Dice": 0.5428571428571428, + "FN": 471, + "FP": 585, + "IoU": 0.37254901960784315, + "TN": 348781, + "TP": 627, + "n_pred": 1212, + "n_ref": 1098 + }, + "12": { + "Dice": 0.5961123110151187, + "FN": 602, + "FP": 333, + "IoU": 0.4246153846153846, + "TN": 348839, + "TP": 690, + "n_pred": 1023, + "n_ref": 1292 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8795308332025733, + "FN": 5756, + "FP": 386, + "IoU": 0.7849665651367154, + "TN": 321901, + "TP": 22421, + "n_pred": 22807, + "n_ref": 28177 + }, + "3": { + "Dice": 0.0, + "FN": 5, + "FP": 442, + "IoU": 0.0, + "TN": 350017, + "TP": 0, + "n_pred": 442, + "n_ref": 5 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7219135056777, + "FN": 2029, + "FP": 273, + "IoU": 0.5648393194706994, + "TN": 345174, + "TP": 2988, + "n_pred": 3261, + "n_ref": 5017 + }, + "6": { + "Dice": 0.9402741724411645, + "FN": 6759, + "FP": 4377, + "IoU": 0.8872806040852683, + "TN": 251670, + "TP": 87658, + "n_pred": 92035, + "n_ref": 94417 + }, + "7": { + "Dice": 0.842980866062437, + "FN": 3526, + "FP": 4270, + "IoU": 0.728579883716882, + "TN": 321741, + "TP": 20927, + "n_pred": 25197, + "n_ref": 24453 + }, + "8": { + "Dice": 0.9202043547013745, + "FN": 181, + "FP": 2443, + "IoU": 0.8522023206038076, + "TN": 332710, + "TP": 15130, + "n_pred": 17573, + "n_ref": 15311 + }, + "9": { + "Dice": 0.9459377012507203, + "FN": 1285, + "FP": 310, + "IoU": 0.897421056016464, + "TN": 334915, + "TP": 13954, + "n_pred": 14264, + "n_ref": 15239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8882894224140515, + "FN": 1165, + "FP": 2562, + "IoU": 0.7990293879751955, + "TN": 156687, + "TP": 14818, + "n_pred": 17380, + "n_ref": 15983 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6180544186503389, + "FN": 10943, + "FP": 722, + "IoU": 0.4472349902857414, + "TN": 154129, + "TP": 9438, + "n_pred": 10160, + "n_ref": 20381 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 13, + "FP": 116, + "IoU": 0.0, + "TN": 175103, + "TP": 0, + "n_pred": 116, + "n_ref": 13 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.7488628202058893, + "FN": 711, + "FP": 338, + "IoU": 0.5985457328740911, + "TN": 172619, + "TP": 1564, + "n_pred": 1902, + "n_ref": 2275 + }, + "8": { + "Dice": 0.9172896069447793, + "FN": 933, + "FP": 96, + "IoU": 0.8472160356347439, + "TN": 168497, + "TP": 5706, + "n_pred": 5802, + "n_ref": 6639 + }, + "9": { + "Dice": 0.9275707481087139, + "FN": 1269, + "FP": 799, + "IoU": 0.8649248856956238, + "TN": 159922, + "TP": 13242, + "n_pred": 14041, + "n_ref": 14511 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 5, + "FP": 1573, + "IoU": 0.0, + "TN": 524118, + "TP": 0, + "n_pred": 1573, + "n_ref": 5 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8803418803418803, + "FN": 51, + "FP": 5, + "IoU": 0.7862595419847328, + "TN": 525434, + "TP": 206, + "n_pred": 211, + "n_ref": 257 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 875, + "IoU": 0.0, + "TN": 524821, + "TP": 0, + "n_pred": 875, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9673240751546271, + "FN": 1280, + "FP": 960, + "IoU": 0.9367160131088259, + "TN": 490300, + "TP": 33156, + "n_pred": 34116, + "n_ref": 34436 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8233680404015213, + "FN": 1004, + "FP": 1829, + "IoU": 0.6997668503603222, + "TN": 516260, + "TP": 6603, + "n_pred": 8432, + "n_ref": 7607 + }, + "6": { + "Dice": 0.856653900474597, + "FN": 7242, + "FP": 15290, + "IoU": 0.7492516052927364, + "TN": 435837, + "TP": 67327, + "n_pred": 82617, + "n_ref": 74569 + }, + "7": { + "Dice": 0.8900916937470246, + "FN": 7983, + "FP": 13257, + "IoU": 0.8019506555023032, + "TN": 418450, + "TP": 86006, + "n_pred": 99263, + "n_ref": 93989 + }, + "8": { + "Dice": 0.9752882241557009, + "FN": 173, + "FP": 858, + "IoU": 0.9517683383233533, + "TN": 504320, + "TP": 20345, + "n_pred": 21203, + "n_ref": 20518 + }, + "9": { + "Dice": 0.8216886970596169, + "FN": 434, + "FP": 227, + "IoU": 0.6973443223443223, + "TN": 523512, + "TP": 1523, + "n_pred": 1750, + "n_ref": 1957 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 175224, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8896609188097558, + "FN": 7465, + "FP": 348, + "IoU": 0.8012515580880669, + "TN": 311153, + "TP": 31498, + "n_pred": 31846, + "n_ref": 38963 + }, + "15": { + "Dice": 0.014793941528707291, + "FN": 0, + "FP": 2797, + "IoU": 0.007452093683463449, + "TN": 347646, + "TP": 21, + "n_pred": 2818, + "n_ref": 21 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 175210, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.51424941774296, + "FN": 22554, + "FP": 388, + "IoU": 0.3461209599270364, + "TN": 140146, + "TP": 12144, + "n_pred": 12532, + "n_ref": 34698 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9705743980154826, + "FN": 1554, + "FP": 1198, + "IoU": 0.9428310274627114, + "TN": 127094, + "TP": 45386, + "n_pred": 46584, + "n_ref": 46940 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 18251, + "IoU": 0.0, + "TN": 156981, + "TP": 0, + "n_pred": 18251, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9716445279305872, + "FN": 373, + "FP": 2163, + "IoU": 0.9448527812812595, + "TN": 129246, + "TP": 43450, + "n_pred": 45613, + "n_ref": 43823 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9710744965497817, + "FN": 610, + "FP": 417, + "IoU": 0.943775320267163, + "TN": 156966, + "TP": 17239, + "n_pred": 17656, + "n_ref": 17849 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8237808135541479, + "FN": 11230, + "FP": 315, + "IoU": 0.7003633532312484, + "TN": 136702, + "TP": 26985, + "n_pred": 27300, + "n_ref": 38215 + }, + "10": { + "Dice": 0.5506257110352674, + "FN": 790, + "FP": 0, + "IoU": 0.37990580847723704, + "TN": 173958, + "TP": 484, + "n_pred": 484, + "n_ref": 1274 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8915779283639884, + "FN": 28, + "FP": 196, + "IoU": 0.8043668122270743, + "TN": 174087, + "TP": 921, + "n_pred": 1117, + "n_ref": 949 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.922434336963485, + "FN": 2928, + "FP": 99, + "IoU": 0.8560353847617236, + "TN": 154206, + "TP": 17999, + "n_pred": 18098, + "n_ref": 20927 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 175231, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9135067017986024, + "FN": 3323, + "FP": 1207, + "IoU": 0.840784479122733, + "TN": 146780, + "TP": 23922, + "n_pred": 25129, + "n_ref": 27245 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 45, + "IoU": 0.0, + "TN": 175187, + "TP": 0, + "n_pred": 45, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 350449, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 857, + "IoU": 0.0, + "TN": 349607, + "TP": 0, + "n_pred": 857, + "n_ref": 0 + }, + "3": { + "Dice": 0.9584477459947991, + "FN": 2478, + "FP": 2092, + "IoU": 0.9202109085830016, + "TN": 293188, + "TP": 52706, + "n_pred": 54798, + "n_ref": 55184 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9444367273232394, + "FN": 3855, + "FP": 945, + "IoU": 0.8947229898670878, + "TN": 304870, + "TP": 40794, + "n_pred": 41739, + "n_ref": 44649 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 31, + "IoU": 0.0, + "TN": 350433, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8055304141568616, + "FN": 2781, + "FP": 3450, + "IoU": 0.6743833612040134, + "TN": 331328, + "TP": 12905, + "n_pred": 16355, + "n_ref": 15686 + }, + "15": { + "Dice": 0.15798619730897176, + "FN": 14898, + "FP": 2061, + "IoU": 0.08576819407008086, + "TN": 331914, + "TP": 1591, + "n_pred": 3652, + "n_ref": 16489 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 923, + "IoU": 0.0, + "TN": 349541, + "TP": 0, + "n_pred": 923, + "n_ref": 0 + }, + "7": { + "Dice": 0.8684714702207413, + "FN": 271, + "FP": 1308, + "IoU": 0.7675206124852768, + "TN": 343672, + "TP": 5213, + "n_pred": 6521, + "n_ref": 5484 + }, + "8": { + "Dice": 0.9412422013222833, + "FN": 259, + "FP": 372, + "IoU": 0.8890061565523307, + "TN": 344779, + "TP": 5054, + "n_pred": 5426, + "n_ref": 5313 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9845618256051327, + "FN": 856, + "FP": 838, + "IoU": 0.9695930785661718, + "TN": 294753, + "TP": 54017, + "n_pred": 54855, + "n_ref": 54873 + }, + "10": { + "Dice": 0.5363636363636364, + "FN": 318, + "FP": 90, + "IoU": 0.36645962732919257, + "TN": 349820, + "TP": 236, + "n_pred": 326, + "n_ref": 554 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 350437, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 550, + "IoU": 0.0, + "TN": 349914, + "TP": 0, + "n_pred": 550, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9622287995220897, + "FN": 1157, + "FP": 234, + "IoU": 0.9272070752001674, + "TN": 331355, + "TP": 17718, + "n_pred": 17952, + "n_ref": 18875 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5926103646833013, + "FN": 3360, + "FP": 36, + "IoU": 0.42107057620184113, + "TN": 344598, + "TP": 2470, + "n_pred": 2506, + "n_ref": 5830 + }, + "6": { + "Dice": 0.8939689914295268, + "FN": 723, + "FP": 5302, + "IoU": 0.808267566191446, + "TN": 319040, + "TP": 25399, + "n_pred": 30701, + "n_ref": 26122 + }, + "7": { + "Dice": 0.819948927926738, + "FN": 13603, + "FP": 2755, + "IoU": 0.6948418990765787, + "TN": 296859, + "TP": 37247, + "n_pred": 40002, + "n_ref": 50850 + }, + "8": { + "Dice": 0.9640815311956251, + "FN": 205, + "FP": 373, + "IoU": 0.9306538692261548, + "TN": 342129, + "TP": 7757, + "n_pred": 8130, + "n_ref": 7962 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8484351510181769, + "FN": 1854, + "FP": 364, + "IoU": 0.7367671492997864, + "TN": 342038, + "TP": 6208, + "n_pred": 6572, + "n_ref": 8062 + }, + "15": { + "Dice": 0.8174849984669966, + "FN": 10599, + "FP": 1902, + "IoU": 0.6913104674420327, + "TN": 309967, + "TP": 27996, + "n_pred": 29898, + "n_ref": 38595 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.718835304822566, + "FN": 240, + "FP": 378, + "IoU": 0.5610795454545454, + "TN": 349056, + "TP": 790, + "n_pred": 1168, + "n_ref": 1030 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7542667509481669, + "FN": 5230, + "FP": 990, + "IoU": 0.6054801471520994, + "TN": 334698, + "TP": 9546, + "n_pred": 10536, + "n_ref": 14776 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.12327333612390122, + "FN": 2119, + "FP": 6259, + "IoU": 0.06568529050964649, + "TN": 341497, + "TP": 589, + "n_pred": 6848, + "n_ref": 2708 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.973634553795551, + "FN": 2366, + "FP": 2203, + "IoU": 0.9486236675212522, + "TN": 261532, + "TP": 84363, + "n_pred": 86566, + "n_ref": 86729 + }, + "7": { + "Dice": 0.482174688057041, + "FN": 2304, + "FP": 20, + "IoU": 0.31767469172049323, + "TN": 347058, + "TP": 1082, + "n_pred": 1102, + "n_ref": 3386 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.713534194165471, + "FN": 430, + "FP": 169, + "IoU": 0.5546468401486989, + "TN": 349119, + "TP": 746, + "n_pred": 915, + "n_ref": 1176 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0392.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.43415759215784283, + "FN": 821.0133333333332, + "FP": 548.4622222222221, + "IoU": 0.3773451445631855, + "TN": 227928.73111111112, + "TP": 4344.460000000001, + "n_pred": 4892.9222222222215, + "n_ref": 5165.473333333332 + }, + "mean": { + "1": { + "Dice": 0.6569028961419405, + "FN": 181.73333333333332, + "FP": 256.9, + "IoU": 0.6116311831699102, + "TN": 229023.43333333332, + "TP": 4180.6, + "n_pred": 4437.5, + "n_ref": 4362.333333333333 + }, + "10": { + "Dice": 0.6459032476269779, + "FN": 2307.7, + "FP": 786.9, + "IoU": 0.5134870234328713, + "TN": 227579.3, + "TP": 2968.766666666667, + "n_pred": 3755.6666666666665, + "n_ref": 5276.466666666666 + }, + "11": { + "Dice": 0.16069637567724374, + "FN": 192.46666666666667, + "FP": 20.966666666666665, + "IoU": 0.10631177651442661, + "TN": 233351.0, + "TP": 78.23333333333333, + "n_pred": 99.2, + "n_ref": 270.7 + }, + "12": { + "Dice": 0.25842814764685257, + "FN": 279.8666666666667, + "FP": 19.9, + "IoU": 0.1876607772005538, + "TN": 233109.56666666668, + "TP": 233.33333333333334, + "n_pred": 253.23333333333332, + "n_ref": 513.2 + }, + "13": { + "Dice": 0.2833603245786738, + "FN": 1542.5666666666666, + "FP": 709.0333333333333, + "IoU": 0.21127961996790764, + "TN": 229770.4, + "TP": 1620.6666666666667, + "n_pred": 2329.7, + "n_ref": 3163.233333333333 + }, + "14": { + "Dice": 0.10092055915444936, + "FN": 0.13333333333333333, + "FP": 204.13333333333333, + "IoU": 0.05946163117717959, + "TN": 233423.6, + "TP": 14.8, + "n_pred": 218.93333333333334, + "n_ref": 14.933333333333334 + }, + "15": { + "Dice": 0.0, + "FN": 0.0, + "FP": 8.766666666666667, + "IoU": 0.0, + "TN": 233633.9, + "TP": 0.0, + "n_pred": 8.766666666666667, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.46019256359226873, + "FN": 439.8333333333333, + "FP": 1653.3333333333333, + "IoU": 0.3870620764608144, + "TN": 229511.06666666668, + "TP": 2038.4333333333334, + "n_pred": 3691.766666666667, + "n_ref": 2478.266666666667 + }, + "3": { + "Dice": 0.5515712431469114, + "FN": 1837.9666666666667, + "FP": 480.5, + "IoU": 0.5026540119403193, + "TN": 226494.06666666668, + "TP": 4830.133333333333, + "n_pred": 5310.633333333333, + "n_ref": 6668.1 + }, + "4": { + "Dice": 0.4485830077922967, + "FN": 363.6333333333333, + "FP": 169.7, + "IoU": 0.3742762599537048, + "TN": 232260.76666666666, + "TP": 848.5666666666667, + "n_pred": 1018.2666666666667, + "n_ref": 1212.2 + }, + "5": { + "Dice": 0.0, + "FN": 0.0, + "FP": 4.6, + "IoU": 0.0, + "TN": 233638.06666666668, + "TP": 0.0, + "n_pred": 4.6, + "n_ref": 0.0 + }, + "6": { + "Dice": 0.7589400693366004, + "FN": 2137.0666666666666, + "FP": 1824.6, + "IoU": 0.7091422267808699, + "TN": 195113.13333333333, + "TP": 34567.86666666667, + "n_pred": 36392.46666666667, + "n_ref": 36704.933333333334 + }, + "7": { + "Dice": 0.599872968799575, + "FN": 2395.233333333333, + "FP": 1403.8, + "IoU": 0.5401685466495123, + "TN": 222273.7, + "TP": 7569.933333333333, + "n_pred": 8973.733333333334, + "n_ref": 9965.166666666666 + }, + "8": { + "Dice": 0.8403568254427026, + "FN": 175.03333333333333, + "FP": 259.23333333333335, + "IoU": 0.7893140737988446, + "TN": 230369.63333333333, + "TP": 2838.766666666667, + "n_pred": 3098.0, + "n_ref": 3013.8 + }, + "9": { + "Dice": 0.7466356534311495, + "FN": 461.96666666666664, + "FP": 424.56666666666666, + "IoU": 0.6677279614008683, + "TN": 229379.33333333334, + "TP": 3376.8, + "n_pred": 3801.366666666667, + "n_ref": 3838.766666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6099034655184388, + "FN": 3771, + "FP": 1846, + "IoU": 0.4387490007993605, + "TN": 165224, + "TP": 4391, + "n_pred": 6237, + "n_ref": 8162 + }, + "11": { + "Dice": 0.12016021361815754, + "FN": 1318, + "FP": 0, + "IoU": 0.06392045454545454, + "TN": 173824, + "TP": 90, + "n_pred": 90, + "n_ref": 1408 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3679838912660458, + "FN": 5856, + "FP": 1677, + "IoU": 0.2254780999383097, + "TN": 165506, + "TP": 2193, + "n_pred": 3870, + "n_ref": 8049 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6100923571141748, + "FN": 2796, + "FP": 117, + "IoU": 0.43894453004622497, + "TN": 170040, + "TP": 2279, + "n_pred": 2396, + "n_ref": 5075 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2158, + "IoU": 0.0, + "TN": 173074, + "TP": 0, + "n_pred": 2158, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 497, + "FP": 0, + "IoU": 0.0, + "TN": 174735, + "TP": 0, + "n_pred": 0, + "n_ref": 497 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7379708551003574, + "FN": 18157, + "FP": 3762, + "IoU": 0.5847494553376906, + "TN": 122447, + "TP": 30866, + "n_pred": 34628, + "n_ref": 49023 + }, + "7": { + "Dice": 0.014510278113663845, + "FN": 0, + "FP": 11410, + "IoU": 0.007308160779537149, + "TN": 163738, + "TP": 84, + "n_pred": 11494, + "n_ref": 84 + }, + "8": { + "Dice": 0.07483870967741936, + "FN": 15, + "FP": 2136, + "IoU": 0.0388739946380697, + "TN": 172994, + "TP": 87, + "n_pred": 2223, + "n_ref": 102 + }, + "9": { + "Dice": 0.9050133382393524, + "FN": 3167, + "FP": 1996, + "IoU": 0.8265062670116603, + "TN": 145473, + "TP": 24596, + "n_pred": 26592, + "n_ref": 27763 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8004032258064516, + "FN": 149, + "FP": 49, + "IoU": 0.6672268907563025, + "TN": 174637, + "TP": 397, + "n_pred": 446, + "n_ref": 546 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7577592005380993, + "FN": 2078, + "FP": 443, + "IoU": 0.6099938118811881, + "TN": 168768, + "TP": 3943, + "n_pred": 4386, + "n_ref": 6021 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9623667242614522, + "FN": 1173, + "FP": 1506, + "IoU": 0.927463244253107, + "TN": 138299, + "TP": 34254, + "n_pred": 35760, + "n_ref": 35427 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 70, + "IoU": 0.0, + "TN": 175162, + "TP": 0, + "n_pred": 70, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.958462742721511, + "FN": 600, + "FP": 1045, + "IoU": 0.9202385570209465, + "TN": 154608, + "TP": 18979, + "n_pred": 20024, + "n_ref": 19579 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 175217, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9685812067085584, + "FN": 2963, + "FP": 2022, + "IoU": 0.9390765545561205, + "TN": 268640, + "TP": 76839, + "n_pred": 78861, + "n_ref": 79802 + }, + "10": { + "Dice": 0.8376530688903914, + "FN": 1574, + "FP": 587, + "IoU": 0.7206566701137539, + "TN": 342728, + "TP": 5575, + "n_pred": 6162, + "n_ref": 7149 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 350461, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "12": { + "Dice": 0.07659574468085106, + "FN": 176, + "FP": 41, + "IoU": 0.03982300884955752, + "TN": 350238, + "TP": 9, + "n_pred": 50, + "n_ref": 185 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 137, + "IoU": 0.0, + "TN": 350327, + "TP": 0, + "n_pred": 137, + "n_ref": 0 + }, + "3": { + "Dice": 0.9602665220965005, + "FN": 1652, + "FP": 2892, + "IoU": 0.9235698787277346, + "TN": 291011, + "TP": 54909, + "n_pred": 57801, + "n_ref": 56561 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9461205800050878, + "FN": 213, + "FP": 1905, + "IoU": 0.8977503137974316, + "TN": 329750, + "TP": 18596, + "n_pred": 20501, + "n_ref": 18809 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7146628269738421, + "FN": 4439, + "FP": 317, + "IoU": 0.5560119492158327, + "TN": 164520, + "TP": 5956, + "n_pred": 6273, + "n_ref": 10395 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9731077800063338, + "FN": 3123, + "FP": 953, + "IoU": 0.9476240651743723, + "TN": 97410, + "TP": 73746, + "n_pred": 74699, + "n_ref": 76869 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 175229, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 334, + "IoU": 0.0, + "TN": 350130, + "TP": 0, + "n_pred": 334, + "n_ref": 0 + }, + "14": { + "Dice": 0.3027616774633481, + "FN": 4, + "FP": 2041, + "IoU": 0.17838489353153877, + "TN": 347975, + "TP": 444, + "n_pred": 2485, + "n_ref": 448 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 263, + "IoU": 0.0, + "TN": 350201, + "TP": 0, + "n_pred": 263, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.4345679012345679, + "FN": 72, + "FP": 157, + "IoU": 0.277602523659306, + "TN": 350147, + "TP": 88, + "n_pred": 245, + "n_ref": 160 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9469869426299826, + "FN": 4928, + "FP": 10768, + "IoU": 0.89931168089706, + "TN": 194577, + "TP": 140191, + "n_pred": 150959, + "n_ref": 145119 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 532, + "IoU": 0.0, + "TN": 174700, + "TP": 0, + "n_pred": 532, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5413232721370909, + "FN": 20669, + "FP": 1092, + "IoU": 0.37110571643257617, + "TN": 315862, + "TP": 12841, + "n_pred": 13933, + "n_ref": 33510 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 350462, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 3551, + "IoU": 0.0, + "TN": 346913, + "TP": 0, + "n_pred": 3551, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7246889408198067, + "FN": 14716, + "FP": 11438, + "IoU": 0.5682448494453248, + "TN": 289888, + "TP": 34422, + "n_pred": 45860, + "n_ref": 49138 + }, + "7": { + "Dice": 0.8570943570094818, + "FN": 3339, + "FP": 2554, + "IoU": 0.7499257373223001, + "TN": 326899, + "TP": 17672, + "n_pred": 20226, + "n_ref": 21011 + }, + "8": { + "Dice": 0.9702477281214988, + "FN": 95, + "FP": 144, + "IoU": 0.9422147001934236, + "TN": 346328, + "TP": 3897, + "n_pred": 4041, + "n_ref": 3992 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.955729334970594, + "FN": 498, + "FP": 187, + "IoU": 0.9152122787473698, + "TN": 342385, + "TP": 7394, + "n_pred": 7581, + "n_ref": 7892 + }, + "10": { + "Dice": 0.8507421910572808, + "FN": 3036, + "FP": 242, + "IoU": 0.7402535657686212, + "TN": 337844, + "TP": 9342, + "n_pred": 9584, + "n_ref": 12378 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 130, + "FP": 0, + "IoU": 0.0, + "TN": 350334, + "TP": 0, + "n_pred": 0, + "n_ref": 130 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 36079, + "IoU": 0.0, + "TN": 314385, + "TP": 0, + "n_pred": 36079, + "n_ref": 0 + }, + "3": { + "Dice": 0.6715140796056565, + "FN": 39169, + "FP": 948, + "IoU": 0.5054732378393038, + "TN": 269342, + "TP": 41005, + "n_pred": 41953, + "n_ref": 80174 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 42, + "IoU": 0.0, + "TN": 350422, + "TP": 0, + "n_pred": 42, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7941987636709462, + "FN": 6084, + "FP": 2572, + "IoU": 0.6586481583721113, + "TN": 325106, + "TP": 16702, + "n_pred": 19274, + "n_ref": 22786 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 4140, + "FP": 682, + "IoU": 0.0, + "TN": 345642, + "TP": 0, + "n_pred": 682, + "n_ref": 4140 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9741998536224071, + "FN": 641, + "FP": 5246, + "IoU": 0.9496975186273839, + "TN": 233432, + "TP": 111145, + "n_pred": 116391, + "n_ref": 111786 + }, + "7": { + "Dice": 0.9665878700208165, + "FN": 1687, + "FP": 207, + "IoU": 0.9353362922499147, + "TN": 321174, + "TP": 27396, + "n_pred": 27603, + "n_ref": 29083 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8167566178360318, + "FN": 374, + "FP": 339, + "IoU": 0.6902693310165073, + "TN": 348162, + "TP": 1589, + "n_pred": 1928, + "n_ref": 1963 + }, + "11": { + "Dice": 0.41367423154266014, + "FN": 2032, + "FP": 9, + "IoU": 0.26077508149221296, + "TN": 347703, + "TP": 720, + "n_pred": 729, + "n_ref": 2752 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 89, + "IoU": 0.0, + "TN": 350375, + "TP": 0, + "n_pred": 89, + "n_ref": 0 + }, + "13": { + "Dice": 0.707660344480933, + "FN": 7946, + "FP": 778, + "IoU": 0.5475807706269771, + "TN": 331181, + "TP": 10559, + "n_pred": 11337, + "n_ref": 18505 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9228115567054765, + "FN": 2766, + "FP": 277, + "IoU": 0.8566853482786229, + "TN": 329231, + "TP": 18190, + "n_pred": 18467, + "n_ref": 20956 + }, + "3": { + "Dice": 0.00404040404040404, + "FN": 0, + "FP": 1479, + "IoU": 0.0020242914979757085, + "TN": 348982, + "TP": 3, + "n_pred": 1482, + "n_ref": 3 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 137, + "IoU": 0.0, + "TN": 350327, + "TP": 0, + "n_pred": 137, + "n_ref": 0 + }, + "6": { + "Dice": 0.967120944704234, + "FN": 2041, + "FP": 1573, + "IoU": 0.9363351301835606, + "TN": 293698, + "TP": 53152, + "n_pred": 54725, + "n_ref": 55193 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9665918480205589, + "FN": 819, + "FP": 208, + "IoU": 0.9353437421304457, + "TN": 334580, + "TP": 14857, + "n_pred": 15065, + "n_ref": 15676 + }, + "9": { + "Dice": 0.945469488391206, + "FN": 1044, + "FP": 1610, + "IoU": 0.8965785987062583, + "TN": 324802, + "TP": 23008, + "n_pred": 24618, + "n_ref": 24052 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9238716693855357, + "FN": 805, + "FP": 315, + "IoU": 0.8585144012127337, + "TN": 167316, + "TP": 6796, + "n_pred": 7111, + "n_ref": 7601 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9947454752703717, + "FN": 953, + "FP": 748, + "IoU": 0.9895458819624979, + "TN": 12521, + "TP": 161010, + "n_pred": 161758, + "n_ref": 161963 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 35, + "IoU": 0.0, + "TN": 175197, + "TP": 0, + "n_pred": 35, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 175226, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3925, + "IoU": 0.0, + "TN": 171307, + "TP": 0, + "n_pred": 3925, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 4114, + "FP": 0, + "IoU": 0.0, + "TN": 171118, + "TP": 0, + "n_pred": 0, + "n_ref": 4114 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8256448183414995, + "FN": 1328, + "FP": 2444, + "IoU": 0.7030622687554121, + "TN": 162529, + "TP": 8931, + "n_pred": 11375, + "n_ref": 10259 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8671624567252212, + "FN": 237, + "FP": 1835, + "IoU": 0.7654782116581778, + "TN": 166397, + "TP": 6763, + "n_pred": 8598, + "n_ref": 7000 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.3386101422055272, + "FN": 2434, + "FP": 31, + "IoU": 0.20381136950904394, + "TN": 172136, + "TP": 631, + "n_pred": 662, + "n_ref": 3065 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9707791361468081, + "FN": 269, + "FP": 852, + "IoU": 0.9432175058251444, + "TN": 155490, + "TP": 18621, + "n_pred": 19473, + "n_ref": 18890 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9482352941176471, + "FN": 1423, + "FP": 1789, + "IoU": 0.901565995525727, + "TN": 142601, + "TP": 29419, + "n_pred": 31208, + "n_ref": 30842 + }, + "8": { + "Dice": 0.9644312708410523, + "FN": 279, + "FP": 105, + "IoU": 0.9313059033989266, + "TN": 169642, + "TP": 5206, + "n_pred": 5311, + "n_ref": 5485 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 4, + "FP": 45, + "IoU": 0.0, + "TN": 175183, + "TP": 0, + "n_pred": 45, + "n_ref": 4 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9070072818431419, + "FN": 714, + "FP": 65, + "IoU": 0.8298383573612932, + "TN": 170654, + "TP": 3799, + "n_pred": 3864, + "n_ref": 4513 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.98573695554345, + "FN": 740, + "FP": 2271, + "IoU": 0.97187505837957, + "TN": 68174, + "TP": 104047, + "n_pred": 106318, + "n_ref": 104787 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 115, + "IoU": 0.0, + "TN": 175117, + "TP": 0, + "n_pred": 115, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9710701484895033, + "FN": 1681, + "FP": 353, + "IoU": 0.9437671062453347, + "TN": 314293, + "TP": 34137, + "n_pred": 34490, + "n_ref": 35818 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 7092, + "IoU": 0.0, + "TN": 343372, + "TP": 0, + "n_pred": 7092, + "n_ref": 0 + }, + "3": { + "Dice": 0.6093933663821741, + "FN": 7576, + "FP": 67, + "IoU": 0.4382212421903712, + "TN": 336859, + "TP": 5962, + "n_pred": 6029, + "n_ref": 13538 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6753098188751192, + "FN": 205, + "FP": 1498, + "IoU": 0.5097869890616005, + "TN": 346990, + "TP": 1771, + "n_pred": 3269, + "n_ref": 1976 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 390, + "IoU": 0.0, + "TN": 350074, + "TP": 0, + "n_pred": 390, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7538318144159072, + "FN": 6678, + "FP": 2830, + "IoU": 0.6049198038726834, + "TN": 326398, + "TP": 14558, + "n_pred": 17388, + "n_ref": 21236 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6666666666666666, + "FN": 6, + "FP": 0, + "IoU": 0.5, + "TN": 350452, + "TP": 6, + "n_pred": 6, + "n_ref": 12 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7110776186887716, + "FN": 1934, + "FP": 3817, + "IoU": 0.5516838166510758, + "TN": 337636, + "TP": 7077, + "n_pred": 10894, + "n_ref": 9011 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9715245552736643, + "FN": 797, + "FP": 4916, + "IoU": 0.9446259123203226, + "TN": 247293, + "TP": 97458, + "n_pred": 102374, + "n_ref": 98255 + }, + "7": { + "Dice": 0.7695511485598949, + "FN": 7024, + "FP": 169, + "IoU": 0.6254231109722439, + "TN": 331261, + "TP": 12010, + "n_pred": 12179, + "n_ref": 19034 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.4825354012137559, + "FN": 27, + "FP": 3810, + "IoU": 0.3179879132598649, + "TN": 169606, + "TP": 1789, + "n_pred": 5599, + "n_ref": 1816 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.34320109024833434, + "FN": 11531, + "FP": 5819, + "IoU": 0.20714710048896404, + "TN": 153349, + "TP": 4533, + "n_pred": 10352, + "n_ref": 16064 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9187705817782656, + "FN": 94, + "FP": 202, + "IoU": 0.849746192893401, + "TN": 173262, + "TP": 1674, + "n_pred": 1876, + "n_ref": 1768 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 36, + "IoU": 0.0, + "TN": 175196, + "TP": 0, + "n_pred": 36, + "n_ref": 0 + }, + "7": { + "Dice": 0.548543995957299, + "FN": 21284, + "FP": 157, + "IoU": 0.377926712507616, + "TN": 140765, + "TP": 13026, + "n_pred": 13183, + "n_ref": 34310 + }, + "8": { + "Dice": 0.9022274325908558, + "FN": 21, + "FP": 396, + "IoU": 0.8218709953011534, + "TN": 172891, + "TP": 1924, + "n_pred": 2320, + "n_ref": 1945 + }, + "9": { + "Dice": 0.9191278493557978, + "FN": 484, + "FP": 1148, + "IoU": 0.8503576013203741, + "TN": 164326, + "TP": 9274, + "n_pred": 10422, + "n_ref": 9758 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1871, + "IoU": 0.0, + "TN": 173361, + "TP": 0, + "n_pred": 1871, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 851, + "IoU": 0.0, + "TN": 174381, + "TP": 0, + "n_pred": 851, + "n_ref": 0 + }, + "11": { + "Dice": 0.5910401845798885, + "FN": 2039, + "FP": 88, + "IoU": 0.4194868995633188, + "TN": 171568, + "TP": 1537, + "n_pred": 1625, + "n_ref": 3576 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 75, + "IoU": 0.0, + "TN": 175157, + "TP": 0, + "n_pred": 75, + "n_ref": 0 + }, + "13": { + "Dice": 0.07597454256165473, + "FN": 4339, + "FP": 307, + "IoU": 0.039487285507546, + "TN": 170395, + "TP": 191, + "n_pred": 498, + "n_ref": 4530 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6116707616707616, + "FN": 6208, + "FP": 114, + "IoU": 0.4405804796035749, + "TN": 163931, + "TP": 4979, + "n_pred": 5093, + "n_ref": 11187 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5916, + "IoU": 0.0, + "TN": 169316, + "TP": 0, + "n_pred": 5916, + "n_ref": 0 + }, + "4": { + "Dice": 0.324455205811138, + "FN": 279, + "FP": 0, + "IoU": 0.1936416184971098, + "TN": 174886, + "TP": 67, + "n_pred": 67, + "n_ref": 346 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8992123242960964, + "FN": 11938, + "FP": 1958, + "IoU": 0.8168808064834948, + "TN": 99347, + "TP": 61989, + "n_pred": 63947, + "n_ref": 73927 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8064372628548999, + "FN": 1422, + "FP": 5975, + "IoU": 0.6756555292466895, + "TN": 152426, + "TP": 15409, + "n_pred": 21384, + "n_ref": 16831 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6239150706549028, + "FN": 3418, + "FP": 1825, + "IoU": 0.4533986655546289, + "TN": 165640, + "TP": 4349, + "n_pred": 6174, + "n_ref": 7767 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7931214174048984, + "FN": 1904, + "FP": 81, + "IoU": 0.657167530224525, + "TN": 169442, + "TP": 3805, + "n_pred": 3886, + "n_ref": 5709 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9518413597733711, + "FN": 376, + "FP": 15, + "IoU": 0.9081081081081082, + "TN": 170977, + "TP": 3864, + "n_pred": 3879, + "n_ref": 4240 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.15606060606060607, + "FN": 2894, + "FP": 448, + "IoU": 0.08463434675431389, + "TN": 171581, + "TP": 309, + "n_pred": 757, + "n_ref": 3203 + }, + "7": { + "Dice": 0.960283927666047, + "FN": 968, + "FP": 207, + "IoU": 0.9236020806241872, + "TN": 159852, + "TP": 14205, + "n_pred": 14412, + "n_ref": 15173 + }, + "8": { + "Dice": 0.9522868383271493, + "FN": 1504, + "FP": 1055, + "IoU": 0.9089194191343963, + "TN": 147136, + "TP": 25537, + "n_pred": 26592, + "n_ref": 27041 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 211, + "IoU": 0.0, + "TN": 175021, + "TP": 0, + "n_pred": 211, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 4, + "FP": 0, + "IoU": 0.0, + "TN": 350460, + "TP": 0, + "n_pred": 0, + "n_ref": 4 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 118, + "IoU": 0.0, + "TN": 350346, + "TP": 0, + "n_pred": 118, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9696317619563358, + "FN": 1955, + "FP": 6569, + "IoU": 0.9410536215648037, + "TN": 205858, + "TP": 136082, + "n_pred": 142651, + "n_ref": 138037 + }, + "7": { + "Dice": 0.9378103355936204, + "FN": 6603, + "FP": 248, + "IoU": 0.8829029005076315, + "TN": 291957, + "TP": 51656, + "n_pred": 51904, + "n_ref": 58259 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7350677557958355, + "FN": 5197, + "FP": 414, + "IoU": 0.5811123553564763, + "TN": 337069, + "TP": 7784, + "n_pred": 8198, + "n_ref": 12981 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8357771260997068, + "FN": 67, + "FP": 45, + "IoU": 0.7178841309823678, + "TN": 174835, + "TP": 285, + "n_pred": 330, + "n_ref": 352 + }, + "10": { + "Dice": 0.8831103573896112, + "FN": 2972, + "FP": 750, + "IoU": 0.7906872117872006, + "TN": 157450, + "TP": 14060, + "n_pred": 14810, + "n_ref": 17032 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 139, + "IoU": 0.0, + "TN": 175093, + "TP": 0, + "n_pred": 139, + "n_ref": 0 + }, + "12": { + "Dice": 0.6562298949174351, + "FN": 1491, + "FP": 112, + "IoU": 0.4883498244494095, + "TN": 172099, + "TP": 1530, + "n_pred": 1642, + "n_ref": 3021 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9457081545064377, + "FN": 502, + "FP": 4, + "IoU": 0.8970079381233462, + "TN": 170319, + "TP": 4407, + "n_pred": 4411, + "n_ref": 4909 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9734306714342471, + "FN": 654, + "FP": 416, + "IoU": 0.9482366600551497, + "TN": 154561, + "TP": 19601, + "n_pred": 20017, + "n_ref": 20255 + }, + "8": { + "Dice": 0.9488221454978765, + "FN": 885, + "FP": 790, + "IoU": 0.9026276014416929, + "TN": 158030, + "TP": 15527, + "n_pred": 16317, + "n_ref": 16412 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0401.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 6, + "FP": 1394, + "IoU": 0.0, + "TN": 349064, + "TP": 0, + "n_pred": 1394, + "n_ref": 6 + }, + "10": { + "Dice": 0.4808909661006922, + "FN": 26952, + "FP": 8146, + "IoU": 0.3165611917047999, + "TN": 299109, + "TP": 16257, + "n_pred": 24403, + "n_ref": 43209 + }, + "11": { + "Dice": 0.0, + "FN": 385, + "FP": 0, + "IoU": 0.0, + "TN": 350079, + "TP": 0, + "n_pred": 0, + "n_ref": 385 + }, + "12": { + "Dice": 0.4612961296129613, + "FN": 2261, + "FP": 133, + "IoU": 0.2997952617724481, + "TN": 347045, + "TP": 1025, + "n_pred": 1158, + "n_ref": 3286 + }, + "13": { + "Dice": 0.6772733360117852, + "FN": 3701, + "FP": 8348, + "IoU": 0.5120281872671311, + "TN": 325772, + "TP": 12643, + "n_pred": 20991, + "n_ref": 16344 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8283175695041559, + "FN": 246, + "FP": 353, + "IoU": 0.7069471624266145, + "TN": 348420, + "TP": 1445, + "n_pred": 1798, + "n_ref": 1691 + }, + "3": { + "Dice": 0.9537406520646744, + "FN": 1481, + "FP": 84, + "IoU": 0.911571929031529, + "TN": 332766, + "TP": 16133, + "n_pred": 16217, + "n_ref": 17614 + }, + "4": { + "Dice": 0.0, + "FN": 2075, + "FP": 30, + "IoU": 0.0, + "TN": 348359, + "TP": 0, + "n_pred": 30, + "n_ref": 2075 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 350463, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "6": { + "Dice": 0.8835913713804495, + "FN": 629, + "FP": 2965, + "IoU": 0.7914587443425786, + "TN": 333230, + "TP": 13640, + "n_pred": 16605, + "n_ref": 14269 + }, + "7": { + "Dice": 0.47605310471624324, + "FN": 28662, + "FP": 22919, + "IoU": 0.3123816887514331, + "TN": 275450, + "TP": 23433, + "n_pred": 46352, + "n_ref": 52095 + }, + "8": { + "Dice": 0.9581206375664132, + "FN": 305, + "FP": 499, + "IoU": 0.9196080391960804, + "TN": 340463, + "TP": 9197, + "n_pred": 9696, + "n_ref": 9502 + }, + "9": { + "Dice": 0.9153338793809545, + "FN": 2545, + "FP": 1383, + "IoU": 0.8438853781646198, + "TN": 325303, + "TP": 21233, + "n_pred": 22616, + "n_ref": 23778 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2747360/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": NaN, + "FN": 825.5284444444444, + "FP": 618.9057777777778, + "IoU": NaN, + "TN": 229176.8942222222, + "TP": 3021.3382222222226, + "n_pred": 3640.244, + "n_ref": 3846.8666666666663 + }, + "mean": { + "1": { + "Dice": 0.5810025644507479, + "FN": 360.3, + "FP": 563.3533333333334, + "IoU": 0.5324283622696712, + "TN": 228965.12000000002, + "TP": 3753.8933333333334, + "n_pred": 4317.246666666667, + "n_ref": 4114.193333333334 + }, + "10": { + "Dice": 0.4205878213544141, + "FN": 1140.5266666666666, + "FP": 677.7266666666667, + "IoU": 0.33284635716013045, + "TN": 230091.74666666667, + "TP": 1732.6666666666667, + "n_pred": 2410.393333333333, + "n_ref": 2873.1933333333336 + }, + "11": { + "Dice": NaN, + "FN": 72.20666666666666, + "FP": 21.166666666666664, + "IoU": NaN, + "TN": 233513.35333333333, + "TP": 35.94, + "n_pred": 57.10666666666667, + "n_ref": 108.14666666666668 + }, + "12": { + "Dice": 0.29534586110807387, + "FN": 127.50666666666666, + "FP": 24.839999999999996, + "IoU": 0.22213276800437853, + "TN": 233384.68666666668, + "TP": 105.63333333333333, + "n_pred": 130.47333333333333, + "n_ref": 233.14000000000001 + }, + "13": { + "Dice": 0.339678154937852, + "FN": 1343.7933333333333, + "FP": 674.6133333333333, + "IoU": 0.263059940631133, + "TN": 230416.57333333333, + "TP": 1207.6866666666667, + "n_pred": 1882.3, + "n_ref": 2551.48 + }, + "14": { + "Dice": 0.5035054299859254, + "FN": 1583.16, + "FP": 711.8266666666666, + "IoU": 0.44333085356467966, + "TN": 227718.8, + "TP": 3628.8799999999997, + "n_pred": 4340.706666666667, + "n_ref": 5212.040000000001 + }, + "15": { + "Dice": 0.37745832153433084, + "FN": 722.6, + "FP": 412.3133333333334, + "IoU": 0.2990640764637545, + "TN": 231537.90666666665, + "TP": 969.8466666666666, + "n_pred": 1382.1599999999999, + "n_ref": 1692.4466666666667 + }, + "2": { + "Dice": 0.4836161305418867, + "FN": 1387.2066666666665, + "FP": 624.7933333333333, + "IoU": 0.4085735129320135, + "TN": 229641.03999999998, + "TP": 1989.626666666667, + "n_pred": 2614.42, + "n_ref": 3376.8333333333335 + }, + "3": { + "Dice": 0.4372051048594063, + "FN": 900.8866666666667, + "FP": 1556.0866666666666, + "IoU": 0.4071381587844677, + "TN": 227064.7, + "TP": 4120.993333333334, + "n_pred": 5677.08, + "n_ref": 5021.88 + }, + "4": { + "Dice": 0.34038178142226594, + "FN": 511.4333333333333, + "FP": 197.53333333333336, + "IoU": 0.28206050861266907, + "TN": 232118.82666666666, + "TP": 814.8733333333333, + "n_pred": 1012.4066666666665, + "n_ref": 1326.3066666666668 + }, + "5": { + "Dice": 0.445650318336747, + "FN": 179.28, + "FP": 34.36666666666667, + "IoU": 0.3617528785853407, + "TN": 233205.58666666667, + "TP": 223.43333333333334, + "n_pred": 257.8, + "n_ref": 402.7133333333333 + }, + "6": { + "Dice": 0.6665873107203519, + "FN": 1818.7599999999998, + "FP": 2203.9333333333334, + "IoU": 0.611168114780479, + "TN": 213063.9533333333, + "TP": 16556.02, + "n_pred": 18759.95333333333, + "n_ref": 18374.780000000002 + }, + "7": { + "Dice": 0.4752718086661895, + "FN": 1563.7933333333335, + "FP": 1067.0933333333335, + "IoU": 0.4135454464339109, + "TN": 225848.46000000002, + "TP": 5163.320000000001, + "n_pred": 6230.413333333333, + "n_ref": 6727.113333333333 + }, + "8": { + "Dice": 0.8565497020842278, + "FN": 310.82, + "FP": 130.62666666666667, + "IoU": 0.8002107315308364, + "TN": 230538.34, + "TP": 2662.88, + "n_pred": 2793.5066666666667, + "n_ref": 2973.7 + }, + "9": { + "Dice": 0.6657269561592625, + "FN": 360.6533333333333, + "FP": 383.31333333333333, + "IoU": 0.5805499040993344, + "TN": 230544.31999999998, + "TP": 2354.38, + "n_pred": 2737.6933333333336, + "n_ref": 2715.0333333333333 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/loop_001/summary.json b/nnActive_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/loop_001/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fa14e8882cfa8ff0787062344935f4df225f74a2 --- /dev/null +++ b/nnActive_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/loop_001/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.7876067166083105, + "FN": 22345.516, + "FP": 19750.90666666667, + "IoU": 0.6858207280772769, + "TN": 96250619.40266666, + "TP": 164245.01466666663, + "n_pred": 183995.92133333336, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.9096781299685608, + "FN": 12101.74, + "FP": 14526.28, + "IoU": 0.8565125692049866, + "TN": 96248146.42, + "TP": 182186.4, + "n_pred": 196712.68, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.7276183303826345, + "FN": 21261.74, + "FP": 13110.08, + "IoU": 0.5972786030255507, + "TN": 96369628.2, + "TP": 52960.82, + "n_pred": 66070.9, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.6899080974639582, + "FN": 1387.72, + "FP": 406.76, + "IoU": 0.5460867972655871, + "TN": 96452853.7, + "TP": 2312.66, + "n_pred": 2719.42, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.7199084776393717, + "FN": 1481.64, + "FP": 563.68, + "IoU": 0.5809396457912521, + "TN": 96452160.5, + "TP": 2755.02, + "n_pred": 3318.7, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.6320699974075775, + "FN": 24655.78, + "FP": 11991.66, + "IoU": 0.4829460414565528, + "TN": 96387111.04, + "TP": 33202.36, + "n_pred": 45194.02, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.7288974832523984, + "FN": 25661.86, + "FP": 45409.44, + "IoU": 0.630555124168342, + "TN": 96273193.26, + "TP": 112696.28, + "n_pred": 158105.72, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.6766283534888721, + "FN": 18449.76, + "FP": 14824.44, + "IoU": 0.5508934525309155, + "TN": 96388089.36, + "TP": 35597.28, + "n_pred": 50421.72, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.8674259673191795, + "FN": 28060.96, + "FP": 6972.92, + "IoU": 0.7931758621408517, + "TN": 96293146.22, + "TP": 128780.74, + "n_pred": 135753.66, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.901808668873832, + "FN": 11074.76, + "FP": 26043.62, + "IoU": 0.8303873615536874, + "TN": 96267514.64, + "TP": 152327.82, + "n_pred": 178371.44, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.7034929663356874, + "FN": 6256.8, + "FP": 6316.08, + "IoU": 0.6094769170508099, + "TN": 96424067.26, + "TP": 20320.7, + "n_pred": 26636.78, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.7270373978936517, + "FN": 7217.24, + "FP": 2503.16, + "IoU": 0.591145930434418, + "TN": 96437305.52, + "TP": 9934.92, + "n_pred": 12438.08, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9464451323677655, + "FN": 69094.9, + "FP": 81524.22, + "IoU": 0.9027069042809002, + "TN": 95016213.0, + "TP": 1290128.72, + "n_pred": 1371652.94, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.7965125788060294, + "FN": 80540.58, + "FP": 52110.14, + "IoU": 0.6892286078866373, + "TN": 96065926.04, + "TP": 258384.08, + "n_pred": 310494.22, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.9132744387812829, + "FN": 17571.54, + "FP": 11796.06, + "IoU": 0.8449395808318171, + "TN": 96312795.6, + "TP": 114797.64, + "n_pred": 126593.7, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.8733947291438536, + "FN": 10365.72, + "FP": 8165.06, + "IoU": 0.7810375235368455, + "TN": 96371140.28, + "TP": 67289.78, + "n_pred": 75454.84, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9343488768688337, + "FN": 3384, + "FP": 9166, + "IoU": 0.8767868363179391, + "TN": 119491464, + "TP": 89306, + "n_pred": 98472, + "n_ref": 92690 + }, + "10": { + "Dice": 0.7624642419288925, + "FN": 15631, + "FP": 21569, + "IoU": 0.616114917856848, + "TN": 119496416, + "TP": 59704, + "n_pred": 81273, + "n_ref": 75335 + }, + "11": { + "Dice": 0.7330915970361028, + "FN": 1221, + "FP": 472, + "IoU": 0.5786460925833748, + "TN": 119589302, + "TP": 2325, + "n_pred": 2797, + "n_ref": 3546 + }, + "12": { + "Dice": 0.7987187435420542, + "FN": 600, + "FP": 1348, + "IoU": 0.6648890418028557, + "TN": 119587507, + "TP": 3865, + "n_pred": 5213, + "n_ref": 4465 + }, + "13": { + "Dice": 0.49633315619112034, + "FN": 27073, + "FP": 25054, + "IoU": 0.3300818650319364, + "TN": 119515509, + "TP": 25684, + "n_pred": 50738, + "n_ref": 52757 + }, + "14": { + "Dice": 0.3922871348663766, + "FN": 184366, + "FP": 11196, + "IoU": 0.2440032317796823, + "TN": 119334639, + "TP": 63119, + "n_pred": 74315, + "n_ref": 247485 + }, + "15": { + "Dice": 0.06292887885551299, + "FN": 27943, + "FP": 118584, + "IoU": 0.03248661247829274, + "TN": 119441873, + "TP": 4920, + "n_pred": 123504, + "n_ref": 32863 + }, + "2": { + "Dice": 0.9574175001497275, + "FN": 4917, + "FP": 7170, + "IoU": 0.9183134191176471, + "TN": 119445352, + "TP": 135881, + "n_pred": 143051, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9525643392858713, + "FN": 7871, + "FP": 8314, + "IoU": 0.909425156134578, + "TN": 119414628, + "TP": 162507, + "n_pred": 170821, + "n_ref": 170378 + }, + "4": { + "Dice": 0.8303529272898962, + "FN": 21426, + "FP": 1570, + "IoU": 0.70991750132452, + "TN": 119514046, + "TP": 56278, + "n_pred": 57848, + "n_ref": 77704 + }, + "5": { + "Dice": 0.07442865264354746, + "FN": 60991, + "FP": 20413, + "IoU": 0.03865276285177793, + "TN": 119508643, + "TP": 3273, + "n_pred": 23686, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9571855797858698, + "FN": 28735, + "FP": 74429, + "IoU": 0.9178867890888223, + "TN": 118336957, + "TP": 1153199, + "n_pred": 1227628, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 164382, + "IoU": 0.0, + "TN": 119428938, + "TP": 0, + "n_pred": 164382, + "n_ref": 0 + }, + "8": { + "Dice": 0.6918692687876156, + "FN": 106481, + "FP": 53869, + "IoU": 0.5288991782544444, + "TN": 119252947, + "TP": 180023, + "n_pred": 233892, + "n_ref": 286504 + }, + "9": { + "Dice": 0.8751207974319987, + "FN": 11786, + "FP": 6693, + "IoU": 0.7779686880459467, + "TN": 119510093, + "TP": 64748, + "n_pred": 71441, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9579061770049312, + "FN": 11404, + "FP": 4166, + "IoU": 0.9192129881854832, + "TN": 72632931, + "TP": 177159, + "n_pred": 181325, + "n_ref": 188563 + }, + "10": { + "Dice": 0.750021165514322, + "FN": 15297, + "FP": 20135, + "IoU": 0.6000270923170704, + "TN": 72737074, + "TP": 53154, + "n_pred": 73289, + "n_ref": 68451 + }, + "11": { + "Dice": 0.7305573914959242, + "FN": 589, + "FP": 634, + "IoU": 0.5754946199236376, + "TN": 72822779, + "TP": 1658, + "n_pred": 2292, + "n_ref": 2247 + }, + "12": { + "Dice": 0.6901248581157775, + "FN": 746, + "FP": 1165, + "IoU": 0.5268630849220104, + "TN": 72821621, + "TP": 2128, + "n_pred": 3293, + "n_ref": 2874 + }, + "13": { + "Dice": 0.6594516282489297, + "FN": 19686, + "FP": 11812, + "IoU": 0.49192676828776516, + "TN": 72763665, + "TP": 30497, + "n_pred": 42309, + "n_ref": 50183 + }, + "14": { + "Dice": 0.907605914775929, + "FN": 6824, + "FP": 7441, + "IoU": 0.830841110412788, + "TN": 72741331, + "TP": 70064, + "n_pred": 77505, + "n_ref": 76888 + }, + "15": { + "Dice": 0.7326191018919535, + "FN": 13555, + "FP": 7559, + "IoU": 0.5780575539568346, + "TN": 72775620, + "TP": 28926, + "n_pred": 36485, + "n_ref": 42481 + }, + "2": { + "Dice": 0.9624918594049457, + "FN": 6525, + "FP": 3554, + "IoU": 0.9276957179853225, + "TN": 72686263, + "TP": 129318, + "n_pred": 132872, + "n_ref": 135843 + }, + "3": { + "Dice": 0.965934649506435, + "FN": 3461, + "FP": 5263, + "IoU": 0.9341137376331092, + "TN": 72693250, + "TP": 123686, + "n_pred": 128949, + "n_ref": 127147 + }, + "4": { + "Dice": 0.7852599628259127, + "FN": 3985, + "FP": 8608, + "IoU": 0.6464428098152619, + "TN": 72790042, + "TP": 23025, + "n_pred": 31633, + "n_ref": 27010 + }, + "5": { + "Dice": 0.7877054088217683, + "FN": 2719, + "FP": 472, + "IoU": 0.6497640215124575, + "TN": 72816549, + "TP": 5920, + "n_pred": 6392, + "n_ref": 8639 + }, + "6": { + "Dice": 0.962276765026332, + "FN": 39749, + "FP": 51830, + "IoU": 0.927296154307222, + "TN": 71566043, + "TP": 1168038, + "n_pred": 1219868, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.8854810720483322, + "FN": 32223, + "FP": 21231, + "IoU": 0.7944962170142092, + "TN": 72565548, + "TP": 206658, + "n_pred": 227889, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9240984603785224, + "FN": 4265, + "FP": 4594, + "IoU": 0.8589061604128178, + "TN": 72762872, + "TP": 53929, + "n_pred": 58523, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8510265966684033, + "FN": 14278, + "FP": 8026, + "IoU": 0.7406843310739324, + "TN": 72739649, + "TP": 63707, + "n_pred": 71733, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.95690426197541, + "FN": 10755, + "FP": 11699, + "IoU": 0.9173695444174579, + "TN": 71537748, + "TP": 249286, + "n_pred": 260985, + "n_ref": 260041 + }, + "10": { + "Dice": 0.8417333638234622, + "FN": 20100, + "FP": 7584, + "IoU": 0.726718129948076, + "TN": 71708186, + "TP": 73618, + "n_pred": 81202, + "n_ref": 93718 + }, + "11": { + "Dice": 0.672179953688389, + "FN": 1337, + "FP": 645, + "IoU": 0.5062282012954659, + "TN": 71805474, + "TP": 2032, + "n_pred": 2677, + "n_ref": 3369 + }, + "12": { + "Dice": 0.6315302820157189, + "FN": 3094, + "FP": 891, + "IoU": 0.4614864864864865, + "TN": 71802088, + "TP": 3415, + "n_pred": 4306, + "n_ref": 6509 + }, + "13": { + "Dice": 0.7588068982445295, + "FN": 22167, + "FP": 4364, + "IoU": 0.611352816230865, + "TN": 71741223, + "TP": 41734, + "n_pred": 46098, + "n_ref": 63901 + }, + "14": { + "Dice": 0.8259495789318659, + "FN": 152025, + "FP": 3975, + "IoU": 0.7035043505034724, + "TN": 71283342, + "TP": 370146, + "n_pred": 374121, + "n_ref": 522171 + }, + "15": { + "Dice": 0.2448593008553008, + "FN": 155198, + "FP": 1869, + "IoU": 0.13950978458571647, + "TN": 71626956, + "TP": 25465, + "n_pred": 27334, + "n_ref": 180663 + }, + "2": { + "Dice": 0.924842009706365, + "FN": 14432, + "FP": 7094, + "IoU": 0.8601917281513042, + "TN": 71655520, + "TP": 132442, + "n_pred": 139536, + "n_ref": 146874 + }, + "3": { + "Dice": 0.9380808070104797, + "FN": 7936, + "FP": 15438, + "IoU": 0.8833824769374304, + "TN": 71609055, + "TP": 177059, + "n_pred": 192497, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7149676099556768, + "FN": 1393, + "FP": 8639, + "IoU": 0.5563810029185461, + "TN": 71786874, + "TP": 12582, + "n_pred": 21221, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8844555278470491, + "FN": 1299, + "FP": 1064, + "IoU": 0.7928464977645305, + "TN": 71798081, + "TP": 9044, + "n_pred": 10108, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9721891768095806, + "FN": 36263, + "FP": 33075, + "IoU": 0.9458833813325841, + "TN": 70528218, + "TP": 1211932, + "n_pred": 1245007, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.939962295885287, + "FN": 15507, + "FP": 12550, + "IoU": 0.886725342161573, + "TN": 71561798, + "TP": 219633, + "n_pred": 232183, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9377203876951113, + "FN": 6110, + "FP": 3869, + "IoU": 0.8827434668170708, + "TN": 71724384, + "TP": 75125, + "n_pred": 78994, + "n_ref": 81235 + }, + "9": { + "Dice": 0.875989229207854, + "FN": 13495, + "FP": 7644, + "IoU": 0.7793423799582464, + "TN": 71713688, + "TP": 74661, + "n_pred": 82305, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9682599262978727, + "FN": 9118, + "FP": 4327, + "IoU": 0.9384727325977824, + "TN": 135226989, + "TP": 205076, + "n_pred": 209403, + "n_ref": 214194 + }, + "10": { + "Dice": 0.8083342939481268, + "FN": 15012, + "FP": 18242, + "IoU": 0.6783230312351877, + "TN": 135342133, + "TP": 70123, + "n_pred": 88365, + "n_ref": 85135 + }, + "11": { + "Dice": 0.703163368481872, + "FN": 1113, + "FP": 942, + "IoU": 0.5422143016261973, + "TN": 135441021, + "TP": 2434, + "n_pred": 3376, + "n_ref": 3547 + }, + "12": { + "Dice": 0.7346368715083799, + "FN": 2089, + "FP": 381, + "IoU": 0.5805739514348786, + "TN": 135439621, + "TP": 3419, + "n_pred": 3800, + "n_ref": 5508 + }, + "13": { + "Dice": 0.6489523011827227, + "FN": 18104, + "FP": 6205, + "IoU": 0.4803326349993587, + "TN": 135398732, + "TP": 22469, + "n_pred": 28674, + "n_ref": 40573 + }, + "14": { + "Dice": 0.9007293931205429, + "FN": 10016, + "FP": 19300, + "IoU": 0.8193882265964328, + "TN": 135283195, + "TP": 132999, + "n_pred": 152299, + "n_ref": 143015 + }, + "15": { + "Dice": 0.6984958205063596, + "FN": 19420, + "FP": 8101, + "IoU": 0.5366835016835017, + "TN": 135386110, + "TP": 31879, + "n_pred": 39980, + "n_ref": 51299 + }, + "2": { + "Dice": 0.9144370985136212, + "FN": 14517, + "FP": 21979, + "IoU": 0.842362148947382, + "TN": 135213992, + "TP": 195022, + "n_pred": 217001, + "n_ref": 209539 + }, + "3": { + "Dice": 0.8919353396072706, + "FN": 42382, + "FP": 2321, + "IoU": 0.8049488188632814, + "TN": 135216324, + "TP": 184483, + "n_pred": 186804, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8654162030413819, + "FN": 4175, + "FP": 5985, + "IoU": 0.762760939616121, + "TN": 135402684, + "TP": 32666, + "n_pred": 38651, + "n_ref": 36841 + }, + "5": { + "Dice": 0.5879638449651785, + "FN": 14156, + "FP": 5309, + "IoU": 0.4163943273468653, + "TN": 135412157, + "TP": 13888, + "n_pred": 19197, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9636710857347524, + "FN": 53413, + "FP": 67898, + "IoU": 0.9298892199857133, + "TN": 133715234, + "TP": 1608965, + "n_pred": 1676863, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.8629082160460054, + "FN": 18381, + "FP": 39000, + "IoU": 0.758872967180737, + "TN": 135207540, + "TP": 180589, + "n_pred": 219589, + "n_ref": 198970 + }, + "8": { + "Dice": 0.8184628219991995, + "FN": 71843, + "FP": 24768, + "IoU": 0.6927101721708541, + "TN": 135131113, + "TP": 217786, + "n_pred": 242554, + "n_ref": 289629 + }, + "9": { + "Dice": 0.860277741039545, + "FN": 16727, + "FP": 9684, + "IoU": 0.7548134944948848, + "TN": 135337792, + "TP": 81307, + "n_pred": 90991, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9103626744364361, + "FN": 18755, + "FP": 28007, + "IoU": 0.8354731001579757, + "TN": 105469784, + "TP": 237459, + "n_pred": 265466, + "n_ref": 256214 + }, + "10": { + "Dice": 0.2584005509336584, + "FN": 44163, + "FP": 49524, + "IoU": 0.14836967884445817, + "TN": 105643996, + "TP": 16322, + "n_pred": 65846, + "n_ref": 60485 + }, + "11": { + "Dice": 0.6825795644891123, + "FN": 839, + "FP": 677, + "IoU": 0.5181182453909726, + "TN": 105750859, + "TP": 1630, + "n_pred": 2307, + "n_ref": 2469 + }, + "12": { + "Dice": 0.6552376711566292, + "FN": 1461, + "FP": 1636, + "IoU": 0.4872516556291391, + "TN": 105747965, + "TP": 2943, + "n_pred": 4579, + "n_ref": 4404 + }, + "13": { + "Dice": 0.4547737510398192, + "FN": 51927, + "FP": 17549, + "IoU": 0.2943088439934587, + "TN": 105655554, + "TP": 28975, + "n_pred": 46524, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9521243469310646, + "FN": 14205, + "FP": 4168, + "IoU": 0.9086234078848554, + "TN": 105552936, + "TP": 182696, + "n_pred": 186864, + "n_ref": 196901 + }, + "15": { + "Dice": 0.870441688625182, + "FN": 4313, + "FP": 2718, + "IoU": 0.7706035889070146, + "TN": 105723355, + "TP": 23619, + "n_pred": 26337, + "n_ref": 27932 + }, + "2": { + "Dice": 0.9302694030349622, + "FN": 13731, + "FP": 7131, + "IoU": 0.8696296111135413, + "TN": 105593984, + "TP": 139159, + "n_pred": 146290, + "n_ref": 152890 + }, + "3": { + "Dice": 0.9143858370362064, + "FN": 8377, + "FP": 22162, + "IoU": 0.8422751546828356, + "TN": 105560383, + "TP": 163083, + "n_pred": 185245, + "n_ref": 171460 + }, + "4": { + "Dice": 0.7197198703306023, + "FN": 14545, + "FP": 5946, + "IoU": 0.5621581196581197, + "TN": 105707205, + "TP": 26309, + "n_pred": 32255, + "n_ref": 40854 + }, + "5": { + "Dice": 0.7861640363071387, + "FN": 2751, + "FP": 2479, + "IoU": 0.6476690918889787, + "TN": 105739161, + "TP": 9614, + "n_pred": 12093, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9523270247222703, + "FN": 65832, + "FP": 81420, + "IoU": 0.908992641019318, + "TN": 104135982, + "TP": 1470771, + "n_pred": 1552191, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.8132037701226124, + "FN": 34394, + "FP": 73102, + "IoU": 0.6852092630987103, + "TN": 105412521, + "TP": 233988, + "n_pred": 307090, + "n_ref": 268382 + }, + "8": { + "Dice": 0.9033608990670059, + "FN": 3463, + "FP": 14767, + "IoU": 0.823754048436216, + "TN": 105650570, + "TP": 85205, + "n_pred": 99972, + "n_ref": 88668 + }, + "9": { + "Dice": 0.8211721399340646, + "FN": 13906, + "FP": 12619, + "IoU": 0.6966005536110539, + "TN": 105666579, + "TP": 60901, + "n_pred": 73520, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9666938157547942, + "FN": 9346, + "FP": 7461, + "IoU": 0.93553472387367, + "TN": 96877166, + "TP": 243907, + "n_pred": 251368, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8596052502651972, + "FN": 11686, + "FP": 21269, + "IoU": 0.7537786809919085, + "TN": 97004037, + "TP": 100888, + "n_pred": 122157, + "n_ref": 112574 + }, + "11": { + "Dice": 0.8030621435004504, + "FN": 886, + "FP": 426, + "IoU": 0.670930524203662, + "TN": 97133893, + "TP": 2675, + "n_pred": 3101, + "n_ref": 3561 + }, + "12": { + "Dice": 0.8237476808905381, + "FN": 966, + "FP": 554, + "IoU": 0.7003154574132492, + "TN": 97132808, + "TP": 3552, + "n_pred": 4106, + "n_ref": 4518 + }, + "13": { + "Dice": 0.6975885413752587, + "FN": 12493, + "FP": 19937, + "IoU": 0.535613025173984, + "TN": 97068046, + "TP": 37404, + "n_pred": 57341, + "n_ref": 49897 + }, + "14": { + "Dice": 0.9195886994626659, + "FN": 30689, + "FP": 10195, + "IoU": 0.8511468724969052, + "TN": 96863220, + "TP": 233776, + "n_pred": 243971, + "n_ref": 264465 + }, + "15": { + "Dice": 0.6326774960238746, + "FN": 4670, + "FP": 15885, + "IoU": 0.46271270617141963, + "TN": 97099623, + "TP": 17702, + "n_pred": 33587, + "n_ref": 22372 + }, + "2": { + "Dice": 0.9395513551362469, + "FN": 9859, + "FP": 6630, + "IoU": 0.8859942060249044, + "TN": 96993247, + "TP": 128144, + "n_pred": 134774, + "n_ref": 138003 + }, + "3": { + "Dice": 0.9436300737565364, + "FN": 10758, + "FP": 6889, + "IoU": 0.8932761623687648, + "TN": 96972528, + "TP": 147705, + "n_pred": 154594, + "n_ref": 158463 + }, + "4": { + "Dice": 0.9160057612718555, + "FN": 2375, + "FP": 2232, + "IoU": 0.845028256189451, + "TN": 97108152, + "TP": 25121, + "n_pred": 27353, + "n_ref": 27496 + }, + "5": { + "Dice": 0.8103408223542296, + "FN": 2424, + "FP": 3291, + "IoU": 0.6811537603213569, + "TN": 97119956, + "TP": 12209, + "n_pred": 15500, + "n_ref": 14633 + }, + "6": { + "Dice": 0.9726476812584359, + "FN": 41104, + "FP": 40968, + "IoU": 0.946751823609901, + "TN": 95596569, + "TP": 1459239, + "n_pred": 1500207, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.9377967785591914, + "FN": 14491, + "FP": 17315, + "IoU": 0.8828788687791137, + "TN": 96866315, + "TP": 239759, + "n_pred": 257074, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9306136573362043, + "FN": 7039, + "FP": 11007, + "IoU": 0.8702314778194056, + "TN": 96998817, + "TP": 121017, + "n_pred": 132024, + "n_ref": 128056 + }, + "9": { + "Dice": 0.8391837397493843, + "FN": 6566, + "FP": 17202, + "IoU": 0.7229255554778392, + "TN": 97052098, + "TP": 62014, + "n_pred": 79216, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9690996407465851, + "FN": 3699, + "FP": 7130, + "IoU": 0.9400517053349499, + "TN": 130586153, + "TP": 169810, + "n_pred": 176940, + "n_ref": 173509 + }, + "10": { + "Dice": 0.8165477773747633, + "FN": 16465, + "FP": 10847, + "IoU": 0.6899710539758216, + "TN": 130678697, + "TP": 60783, + "n_pred": 71630, + "n_ref": 77248 + }, + "11": { + "Dice": 0.758354114713217, + "FN": 1008, + "FP": 930, + "IoU": 0.6107652138983731, + "TN": 130761813, + "TP": 3041, + "n_pred": 3971, + "n_ref": 4049 + }, + "12": { + "Dice": 0.8311979500320308, + "FN": 733, + "FP": 321, + "IoU": 0.7111537407508907, + "TN": 130763143, + "TP": 2595, + "n_pred": 2916, + "n_ref": 3328 + }, + "13": { + "Dice": 0.6828722038620162, + "FN": 23864, + "FP": 10969, + "IoU": 0.5184555408095554, + "TN": 130694456, + "TP": 37503, + "n_pred": 48472, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9529162866590976, + "FN": 5835, + "FP": 9343, + "IoU": 0.9100669550275523, + "TN": 130598022, + "TP": 153592, + "n_pred": 162935, + "n_ref": 159427 + }, + "15": { + "Dice": 0.8818540365083243, + "FN": 3524, + "FP": 3246, + "IoU": 0.7886752403546011, + "TN": 130734756, + "TP": 25266, + "n_pred": 28512, + "n_ref": 28790 + }, + "2": { + "Dice": 0.8955887614796135, + "FN": 8642, + "FP": 28126, + "IoU": 0.8109196377605332, + "TN": 130572335, + "TP": 157689, + "n_pred": 185815, + "n_ref": 166331 + }, + "3": { + "Dice": 0.8992378645064416, + "FN": 23520, + "FP": 8422, + "IoU": 0.8169229622921598, + "TN": 130592319, + "TP": 142531, + "n_pred": 150953, + "n_ref": 166051 + }, + "4": { + "Dice": 0.7321047760833702, + "FN": 11741, + "FP": 1575, + "IoU": 0.5774174097934055, + "TN": 130735281, + "TP": 18195, + "n_pred": 19770, + "n_ref": 29936 + }, + "5": { + "Dice": 0.6750190100300539, + "FN": 12667, + "FP": 5283, + "IoU": 0.5094556187144731, + "TN": 130730200, + "TP": 18642, + "n_pred": 23925, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9644589627755625, + "FN": 32561, + "FP": 63586, + "IoU": 0.9313575494415979, + "TN": 129366099, + "TP": 1304546, + "n_pred": 1368132, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.9466513247115761, + "FN": 26381, + "FP": 20864, + "IoU": 0.8987065222751315, + "TN": 130300375, + "TP": 419172, + "n_pred": 440036, + "n_ref": 445553 + }, + "8": { + "Dice": 0.8631380881829677, + "FN": 15537, + "FP": 52544, + "IoU": 0.7592286092190605, + "TN": 130484030, + "TP": 214681, + "n_pred": 267225, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8809529773026695, + "FN": 14098, + "FP": 9667, + "IoU": 0.7872349949863916, + "TN": 130655096, + "TP": 87931, + "n_pred": 97598, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.81679847238672, + "FN": 14986, + "FP": 68387, + "IoU": 0.6903291225750378, + "TN": 71966777, + "TP": 185858, + "n_pred": 254245, + "n_ref": 200844 + }, + "10": { + "Dice": 0.5230122536384185, + "FN": 29691, + "FP": 30450, + "IoU": 0.3541073749100555, + "TN": 72142895, + "TP": 32972, + "n_pred": 63422, + "n_ref": 62663 + }, + "11": { + "Dice": 0.6682123811731973, + "FN": 1246, + "FP": 185, + "IoU": 0.5017409470752089, + "TN": 72233136, + "TP": 1441, + "n_pred": 1626, + "n_ref": 2687 + }, + "12": { + "Dice": 0.6866132883831999, + "FN": 1627, + "FP": 604, + "IoU": 0.5227807486631016, + "TN": 72231333, + "TP": 2444, + "n_pred": 3048, + "n_ref": 4071 + }, + "13": { + "Dice": 0.5472880690003554, + "FN": 41186, + "FP": 7208, + "IoU": 0.3767354403317621, + "TN": 72158362, + "TP": 29252, + "n_pred": 36460, + "n_ref": 70438 + }, + "14": { + "Dice": 0.21269701377315545, + "FN": 9649, + "FP": 465597, + "IoU": 0.11900445274932245, + "TN": 71696566, + "TP": 64196, + "n_pred": 529793, + "n_ref": 73845 + }, + "15": { + "Dice": 0.4638308761293624, + "FN": 4752, + "FP": 49726, + "IoU": 0.3019399810358525, + "TN": 72157966, + "TP": 23564, + "n_pred": 73290, + "n_ref": 28316 + }, + "2": { + "Dice": 0.36735860199008136, + "FN": 98369, + "FP": 1260, + "IoU": 0.22500875111819843, + "TN": 72107453, + "TP": 28926, + "n_pred": 30186, + "n_ref": 127295 + }, + "3": { + "Dice": 0.7288639214716736, + "FN": 9049, + "FP": 109393, + "IoU": 0.5733956684759706, + "TN": 71958369, + "TP": 159197, + "n_pred": 268590, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 33171, + "IoU": 0.0, + "TN": 72202837, + "TP": 0, + "n_pred": 33171, + "n_ref": 0 + }, + "5": { + "Dice": 0.8191419475466168, + "FN": 122, + "FP": 3457, + "IoU": 0.6936836699760356, + "TN": 72224324, + "TP": 8105, + "n_pred": 11562, + "n_ref": 8227 + }, + "6": { + "Dice": 0.8352683910504308, + "FN": 172242, + "FP": 356132, + "IoU": 0.7171337882756785, + "TN": 70368079, + "TP": 1339555, + "n_pred": 1695687, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.5816653442617398, + "FN": 116035, + "FP": 205054, + "IoU": 0.41010444319925043, + "TN": 71691693, + "TP": 223226, + "n_pred": 428280, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9309536178107607, + "FN": 4856, + "FP": 4448, + "IoU": 0.870826217946048, + "TN": 72163981, + "TP": 62723, + "n_pred": 67171, + "n_ref": 67579 + }, + "9": { + "Dice": 0.5995809091228358, + "FN": 24011, + "FP": 10194, + "IoU": 0.4281439127963353, + "TN": 72176194, + "TP": 25609, + "n_pred": 35803, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7223753339938155, + "FN": 28838, + "FP": 17399, + "IoU": 0.5654049684653777, + "TN": 52446729, + "TP": 60154, + "n_pred": 77553, + "n_ref": 88992 + }, + "10": { + "Dice": 0.22856357220329662, + "FN": 39703, + "FP": 10796, + "IoU": 0.1290272507761297, + "TN": 52495140, + "TP": 7481, + "n_pred": 18277, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0, + "FN": 2042, + "FP": 63, + "IoU": 0.0, + "TN": 52551015, + "TP": 0, + "n_pred": 63, + "n_ref": 2042 + }, + "12": { + "Dice": 0.061834972897008636, + "FN": 3912, + "FP": 761, + "IoU": 0.03190387404184794, + "TN": 52548293, + "TP": 154, + "n_pred": 915, + "n_ref": 4066 + }, + "13": { + "Dice": 0.3913667188315076, + "FN": 12612, + "FP": 15390, + "IoU": 0.243291447101743, + "TN": 52516115, + "TP": 9003, + "n_pred": 24393, + "n_ref": 21615 + }, + "14": { + "Dice": 0.4106984798922455, + "FN": 39829, + "FP": 6110, + "IoU": 0.2584144510630055, + "TN": 52491173, + "TP": 16008, + "n_pred": 22118, + "n_ref": 55837 + }, + "15": { + "Dice": 0.0, + "FN": 25269, + "FP": 43667, + "IoU": 0.0, + "TN": 52484184, + "TP": 0, + "n_pred": 43667, + "n_ref": 25269 + }, + "2": { + "Dice": 0.7560838986743014, + "FN": 50040, + "FP": 4826, + "IoU": 0.6078254778344842, + "TN": 52413218, + "TP": 85036, + "n_pred": 89862, + "n_ref": 135076 + }, + "3": { + "Dice": 0.8605502444233112, + "FN": 14146, + "FP": 27645, + "IoU": 0.7552331642633743, + "TN": 52382382, + "TP": 128947, + "n_pred": 156592, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 708, + "IoU": 0.0, + "TN": 52550532, + "TP": 0, + "n_pred": 708, + "n_ref": 1880 + }, + "5": { + "Dice": 0.7806603773584906, + "FN": 986, + "FP": 1990, + "IoU": 0.6402321083172147, + "TN": 52544848, + "TP": 5296, + "n_pred": 7286, + "n_ref": 6282 + }, + "6": { + "Dice": 0.9291501681602383, + "FN": 54662, + "FP": 54861, + "IoU": 0.8676755045699753, + "TN": 51725435, + "TP": 718162, + "n_pred": 773023, + "n_ref": 772824 + }, + "7": { + "Dice": 0.5178197968995925, + "FN": 121013, + "FP": 13171, + "IoU": 0.3493635900792785, + "TN": 52346885, + "TP": 72051, + "n_pred": 85222, + "n_ref": 193064 + }, + "8": { + "Dice": 0.9029946833203409, + "FN": 7985, + "FP": 3090, + "IoU": 0.8231452205295263, + "TN": 52490498, + "TP": 51547, + "n_pred": 54637, + "n_ref": 59532 + }, + "9": { + "Dice": 0.836727515982428, + "FN": 17426, + "FP": 6249, + "IoU": 0.7192876367991083, + "TN": 52468781, + "TP": 60664, + "n_pred": 66913, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.945815163208974, + "FN": 13803, + "FP": 18155, + "IoU": 0.8972005005194981, + "TN": 143826373, + "TP": 278919, + "n_pred": 297074, + "n_ref": 292722 + }, + "10": { + "Dice": 0.7427429433819889, + "FN": 35284, + "FP": 8354, + "IoU": 0.5907645850721635, + "TN": 144030617, + "TP": 62995, + "n_pred": 71349, + "n_ref": 98279 + }, + "11": { + "Dice": 0.6902607293253292, + "FN": 2767, + "FP": 690, + "IoU": 0.5270214803666712, + "TN": 144129941, + "TP": 3852, + "n_pred": 4542, + "n_ref": 6619 + }, + "12": { + "Dice": 0.6958909682668837, + "FN": 2225, + "FP": 765, + "IoU": 0.5336141007643114, + "TN": 144130839, + "TP": 3421, + "n_pred": 4186, + "n_ref": 5646 + }, + "13": { + "Dice": 0.6730655033802302, + "FN": 45362, + "FP": 11896, + "IoU": 0.5072334053374872, + "TN": 144021053, + "TP": 58939, + "n_pred": 70835, + "n_ref": 104301 + }, + "14": { + "Dice": 0.9564415956586602, + "FN": 20936, + "FP": 14510, + "IoU": 0.9165194699977861, + "TN": 143712648, + "TP": 389156, + "n_pred": 403666, + "n_ref": 410092 + }, + "15": { + "Dice": 0.8582635342185904, + "FN": 1660, + "FP": 5278, + "IoU": 0.751717721156599, + "TN": 144109306, + "TP": 21006, + "n_pred": 26284, + "n_ref": 22666 + }, + "2": { + "Dice": 0.9507605358379597, + "FN": 9681, + "FP": 3614, + "IoU": 0.906142561647994, + "TN": 143995599, + "TP": 128356, + "n_pred": 131970, + "n_ref": 138037 + }, + "3": { + "Dice": 0.9536867167775662, + "FN": 8369, + "FP": 7737, + "IoU": 0.9114733914496466, + "TN": 143955316, + "TP": 165828, + "n_pred": 173565, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9266375630390382, + "FN": 3305, + "FP": 4274, + "IoU": 0.8633035134550177, + "TN": 144081806, + "TP": 47865, + "n_pred": 52139, + "n_ref": 51170 + }, + "5": { + "Dice": 0.7061603561026543, + "FN": 12857, + "FP": 3184, + "IoU": 0.5457866123003737, + "TN": 144101934, + "TP": 19275, + "n_pred": 22459, + "n_ref": 32132 + }, + "6": { + "Dice": 0.9317938550654561, + "FN": 32774, + "FP": 161322, + "IoU": 0.8722977858571982, + "TN": 142617339, + "TP": 1325815, + "n_pred": 1487137, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.8804452310686616, + "FN": 26948, + "FP": 33373, + "IoU": 0.7864244389839751, + "TN": 143854816, + "TP": 222113, + "n_pred": 255486, + "n_ref": 249061 + }, + "8": { + "Dice": 0.8086397745407626, + "FN": 38595, + "FP": 51577, + "IoU": 0.6787533755619999, + "TN": 143856556, + "TP": 190522, + "n_pred": 242099, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8881137896773519, + "FN": 9543, + "FP": 11853, + "IoU": 0.7987452146021653, + "TN": 144030937, + "TP": 84917, + "n_pred": 96770, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9671038811141769, + "FN": 9147, + "FP": 4790, + "IoU": 0.9363031416531842, + "TN": 111560118, + "TP": 204865, + "n_pred": 209655, + "n_ref": 214012 + }, + "10": { + "Dice": 0.5752365653472553, + "FN": 23084, + "FP": 10762, + "IoU": 0.40374180818828836, + "TN": 111722156, + "TP": 22918, + "n_pred": 33680, + "n_ref": 46002 + }, + "11": { + "Dice": 0.6929159802306425, + "FN": 1692, + "FP": 172, + "IoU": 0.5301235190320142, + "TN": 111774953, + "TP": 2103, + "n_pred": 2275, + "n_ref": 3795 + }, + "12": { + "Dice": 0.7116930256676173, + "FN": 1915, + "FP": 309, + "IoU": 0.5524250352183538, + "TN": 111773951, + "TP": 2745, + "n_pred": 3054, + "n_ref": 4660 + }, + "13": { + "Dice": 0.639334658437075, + "FN": 22386, + "FP": 12090, + "IoU": 0.46986914335798746, + "TN": 111713887, + "TP": 30557, + "n_pred": 42647, + "n_ref": 52943 + }, + "14": { + "Dice": 0.6621172240607202, + "FN": 9844, + "FP": 73981, + "IoU": 0.49489928113909026, + "TN": 111612963, + "TP": 82132, + "n_pred": 156113, + "n_ref": 91976 + }, + "15": { + "Dice": 0.6970773246608755, + "FN": 2587, + "FP": 4492, + "IoU": 0.5350105097214923, + "TN": 111763696, + "TP": 8145, + "n_pred": 12637, + "n_ref": 10732 + }, + "2": { + "Dice": 0.9617088950379612, + "FN": 10984, + "FP": 4570, + "IoU": 0.926242062983986, + "TN": 111568041, + "TP": 195325, + "n_pred": 199895, + "n_ref": 206309 + }, + "3": { + "Dice": 0.9384931325009566, + "FN": 3344, + "FP": 4533, + "IoU": 0.8841140469605131, + "TN": 111710948, + "TP": 60095, + "n_pred": 64628, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8701845428790808, + "FN": 2246, + "FP": 2657, + "IoU": 0.7702005999250093, + "TN": 111757584, + "TP": 16433, + "n_pred": 19090, + "n_ref": 18679 + }, + "5": { + "Dice": 0.5901763164727264, + "FN": 13914, + "FP": 3449, + "IoU": 0.4186171103298175, + "TN": 111749055, + "TP": 12502, + "n_pred": 15951, + "n_ref": 26416 + }, + "6": { + "Dice": 0.972889188245795, + "FN": 26509, + "FP": 40830, + "IoU": 0.9472095679571273, + "TN": 110503329, + "TP": 1208252, + "n_pred": 1249082, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.8529729896439374, + "FN": 44794, + "FP": 21947, + "IoU": 0.7436381026277277, + "TN": 111518581, + "TP": 193598, + "n_pred": 215545, + "n_ref": 238392 + }, + "8": { + "Dice": 0.8289586604990368, + "FN": 44457, + "FP": 51607, + "IoU": 0.7078816370840467, + "TN": 111450067, + "TP": 232789, + "n_pred": 284396, + "n_ref": 277246 + }, + "9": { + "Dice": 0.8676140518200604, + "FN": 12112, + "FP": 8709, + "IoU": 0.7661822837121552, + "TN": 111689872, + "TP": 68227, + "n_pred": 76936, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9231835879549735, + "FN": 12943, + "FP": 12429, + "IoU": 0.8573268178572031, + "TN": 198910042, + "TP": 152461, + "n_pred": 164890, + "n_ref": 165404 + }, + "10": { + "Dice": 0.7383639286016411, + "FN": 19486, + "FP": 11442, + "IoU": 0.5852431975754, + "TN": 199013306, + "TP": 43641, + "n_pred": 55083, + "n_ref": 63127 + }, + "11": { + "Dice": 0.737431527693244, + "FN": 1406, + "FP": 751, + "IoU": 0.5840725028924026, + "TN": 199082689, + "TP": 3029, + "n_pred": 3780, + "n_ref": 4435 + }, + "12": { + "Dice": 0.7470134583396341, + "FN": 865, + "FP": 808, + "IoU": 0.5961863384021241, + "TN": 199083732, + "TP": 2470, + "n_pred": 3278, + "n_ref": 3335 + }, + "13": { + "Dice": 0.4288213931990756, + "FN": 22605, + "FP": 11997, + "IoU": 0.27292975562606375, + "TN": 199040284, + "TP": 12989, + "n_pred": 24986, + "n_ref": 35594 + }, + "14": { + "Dice": 0.6944859094404487, + "FN": 16242, + "FP": 10774, + "IoU": 0.5319635494265618, + "TN": 199030153, + "TP": 30706, + "n_pred": 41480, + "n_ref": 46948 + }, + "15": { + "Dice": 0.6043675997804439, + "FN": 76906, + "FP": 3822, + "IoU": 0.433042110290193, + "TN": 198945487, + "TP": 61660, + "n_pred": 65482, + "n_ref": 138566 + }, + "2": { + "Dice": 0.9362028578557516, + "FN": 3882, + "FP": 13249, + "IoU": 0.8800576921730485, + "TN": 198945048, + "TP": 125696, + "n_pred": 138945, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9554621208548428, + "FN": 7143, + "FP": 5134, + "IoU": 0.9147223283436946, + "TN": 198943910, + "TP": 131688, + "n_pred": 136822, + "n_ref": 138831 + }, + "4": { + "Dice": 0.794837185760081, + "FN": 2987, + "FP": 4309, + "IoU": 0.6595268094638107, + "TN": 199066446, + "TP": 14133, + "n_pred": 18442, + "n_ref": 17120 + }, + "5": { + "Dice": 0.6163978573310307, + "FN": 9539, + "FP": 3566, + "IoU": 0.4455022425319455, + "TN": 199064241, + "TP": 10529, + "n_pred": 14095, + "n_ref": 20068 + }, + "6": { + "Dice": 0.954946903789589, + "FN": 49052, + "FP": 55303, + "IoU": 0.9137783594464564, + "TN": 197877564, + "TP": 1105956, + "n_pred": 1161259, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.8925658694234087, + "FN": 21399, + "FP": 11046, + "IoU": 0.8059764863474902, + "TN": 198920653, + "TP": 134777, + "n_pred": 145823, + "n_ref": 156176 + }, + "8": { + "Dice": 0.9143251758815659, + "FN": 12435, + "FP": 7415, + "IoU": 0.8421722191301583, + "TN": 198962105, + "TP": 105920, + "n_pred": 113335, + "n_ref": 118355 + }, + "9": { + "Dice": 0.8877001081867992, + "FN": 14372, + "FP": 8153, + "IoU": 0.7980762335054504, + "TN": 198976323, + "TP": 89027, + "n_pred": 97180, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8372124769640298, + "FN": 12651, + "FP": 54129, + "IoU": 0.7200046959380136, + "TN": 130836688, + "TP": 171724, + "n_pred": 225853, + "n_ref": 184375 + }, + "10": { + "Dice": 0.7817333067618409, + "FN": 17997, + "FP": 18146, + "IoU": 0.6416766633289381, + "TN": 130974325, + "TP": 64724, + "n_pred": 82870, + "n_ref": 82721 + }, + "11": { + "Dice": 0.7473739495798319, + "FN": 1225, + "FP": 699, + "IoU": 0.5966457023060797, + "TN": 131070422, + "TP": 2846, + "n_pred": 3545, + "n_ref": 4071 + }, + "12": { + "Dice": 0.7720861172976986, + "FN": 995, + "FP": 1154, + "IoU": 0.6287787182587666, + "TN": 131069403, + "TP": 3640, + "n_pred": 4794, + "n_ref": 4635 + }, + "13": { + "Dice": 0.5212280850822782, + "FN": 53352, + "FP": 14264, + "IoU": 0.3524736166708165, + "TN": 130970770, + "TP": 36806, + "n_pred": 51070, + "n_ref": 90158 + }, + "14": { + "Dice": 0.2260543985023311, + "FN": 18939, + "FP": 239031, + "IoU": 0.12743028777854445, + "TN": 130779548, + "TP": 37674, + "n_pred": 276705, + "n_ref": 56613 + }, + "15": { + "Dice": 0.759323837106212, + "FN": 1885, + "FP": 14403, + "IoU": 0.6120242008479825, + "TN": 131033210, + "TP": 25694, + "n_pred": 40097, + "n_ref": 27579 + }, + "2": { + "Dice": 0.7020666732735159, + "FN": 68161, + "FP": 10003, + "IoU": 0.5409111999953012, + "TN": 130904933, + "TP": 92095, + "n_pred": 102098, + "n_ref": 160256 + }, + "3": { + "Dice": 0.7499082737112457, + "FN": 10209, + "FP": 109757, + "IoU": 0.5998825989654034, + "TN": 130775365, + "TP": 179861, + "n_pred": 289618, + "n_ref": 190070 + }, + "4": { + "Dice": 0.7662387144868715, + "FN": 26826, + "FP": 1396, + "IoU": 0.621059133143563, + "TN": 131000716, + "TP": 46254, + "n_pred": 47650, + "n_ref": 73080 + }, + "5": { + "Dice": 0.7849184625467442, + "FN": 4519, + "FP": 1060, + "IoU": 0.6459800748778476, + "TN": 131059433, + "TP": 10180, + "n_pred": 11240, + "n_ref": 14699 + }, + "6": { + "Dice": 0.8947507376434917, + "FN": 41188, + "FP": 294474, + "IoU": 0.8095465594211648, + "TN": 129312756, + "TP": 1426774, + "n_pred": 1721248, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.6744076153400682, + "FN": 106389, + "FP": 541295, + "IoU": 0.5087594219342781, + "TN": 129756726, + "TP": 670782, + "n_pred": 1212077, + "n_ref": 777171 + }, + "8": { + "Dice": 0.8889910078157742, + "FN": 7278, + "FP": 22918, + "IoU": 0.800165447867377, + "TN": 130924087, + "TP": 120909, + "n_pred": 143827, + "n_ref": 128187 + }, + "9": { + "Dice": 0.7218723813790643, + "FN": 22039, + "FP": 11484, + "IoU": 0.5647889701013931, + "TN": 130998165, + "TP": 43504, + "n_pred": 54988, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.86052861354508, + "FN": 6109, + "FP": 61778, + "IoU": 0.755199844221033, + "TN": 101339884, + "TP": 209429, + "n_pred": 271207, + "n_ref": 215538 + }, + "10": { + "Dice": 0.7737482535853742, + "FN": 13425, + "FP": 5522, + "IoU": 0.6309864641152985, + "TN": 101565855, + "TP": 32398, + "n_pred": 37920, + "n_ref": 45823 + }, + "11": { + "Dice": 0.8388941849380362, + "FN": 999, + "FP": 522, + "IoU": 0.722495894909688, + "TN": 101611719, + "TP": 3960, + "n_pred": 4482, + "n_ref": 4959 + }, + "12": { + "Dice": 0.8411669367909238, + "FN": 1338, + "FP": 230, + "IoU": 0.7258741258741259, + "TN": 101611480, + "TP": 4152, + "n_pred": 4382, + "n_ref": 5490 + }, + "13": { + "Dice": 0.8401975807487181, + "FN": 11011, + "FP": 7656, + "IoU": 0.7244316504281074, + "TN": 101549460, + "TP": 49073, + "n_pred": 56729, + "n_ref": 60084 + }, + "14": { + "Dice": 0.9192470226661544, + "FN": 1950, + "FP": 8560, + "IoU": 0.8505616379923219, + "TN": 101546870, + "TP": 59820, + "n_pred": 68380, + "n_ref": 61770 + }, + "15": { + "Dice": 0.7906704100206707, + "FN": 7638, + "FP": 5932, + "IoU": 0.6538088677993775, + "TN": 101578002, + "TP": 25628, + "n_pred": 31560, + "n_ref": 33266 + }, + "2": { + "Dice": 0.5644084305639028, + "FN": 104257, + "FP": 836, + "IoU": 0.39315390434175046, + "TN": 101444021, + "TP": 68086, + "n_pred": 68922, + "n_ref": 172343 + }, + "3": { + "Dice": 0.7715830419201067, + "FN": 4071, + "FP": 95932, + "IoU": 0.6281116821491525, + "TN": 101348294, + "TP": 168903, + "n_pred": 264835, + "n_ref": 172974 + }, + "4": { + "Dice": 0.29356514788169463, + "FN": 1523, + "FP": 69177, + "IoU": 0.17203419604169107, + "TN": 101531810, + "TP": 14690, + "n_pred": 83867, + "n_ref": 16213 + }, + "5": { + "Dice": 0.738809229201543, + "FN": 10070, + "FP": 4284, + "IoU": 0.5858029144423604, + "TN": 101582545, + "TP": 20301, + "n_pred": 24585, + "n_ref": 30371 + }, + "6": { + "Dice": 0.9258771832448394, + "FN": 178359, + "FP": 38650, + "IoU": 0.8619844665825463, + "TN": 100044848, + "TP": 1355343, + "n_pred": 1393993, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.9137084833586878, + "FN": 45535, + "FP": 26674, + "IoU": 0.8411264097723682, + "TN": 101162694, + "TP": 382297, + "n_pred": 408971, + "n_ref": 427832 + }, + "8": { + "Dice": 0.9015925743625154, + "FN": 38698, + "FP": 3487, + "IoU": 0.8208179891348208, + "TN": 101381769, + "TP": 193246, + "n_pred": 196733, + "n_ref": 231944 + }, + "9": { + "Dice": 0.9196139950560943, + "FN": 3618, + "FP": 9910, + "IoU": 0.8511902142825714, + "TN": 101526292, + "TP": 77380, + "n_pred": 87290, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9742519004549665, + "FN": 6981, + "FP": 3834, + "IoU": 0.9497964469903399, + "TN": 118966789, + "TP": 204608, + "n_pred": 208442, + "n_ref": 211589 + }, + "10": { + "Dice": 0.7733485617807352, + "FN": 18454, + "FP": 18060, + "IoU": 0.6304550238847056, + "TN": 119083404, + "TP": 62294, + "n_pred": 80354, + "n_ref": 80748 + }, + "11": { + "Dice": 0.6527341294783156, + "FN": 1961, + "FP": 249, + "IoU": 0.48448798693725215, + "TN": 119177925, + "TP": 2077, + "n_pred": 2326, + "n_ref": 4038 + }, + "12": { + "Dice": 0.6895910780669146, + "FN": 1538, + "FP": 800, + "IoU": 0.526241134751773, + "TN": 119177277, + "TP": 2597, + "n_pred": 3397, + "n_ref": 4135 + }, + "13": { + "Dice": 0.703800769280918, + "FN": 6086, + "FP": 16631, + "IoU": 0.542972679354605, + "TN": 119132506, + "TP": 26989, + "n_pred": 43620, + "n_ref": 33075 + }, + "14": { + "Dice": 0.5327504231485656, + "FN": 34549, + "FP": 20386, + "IoU": 0.363094616998829, + "TN": 119095959, + "TP": 31318, + "n_pred": 51704, + "n_ref": 65867 + }, + "15": { + "Dice": 0.45305253795819833, + "FN": 6457, + "FP": 27981, + "IoU": 0.29286872959487487, + "TN": 119133511, + "TP": 14263, + "n_pred": 42244, + "n_ref": 20720 + }, + "2": { + "Dice": 0.9410532208404975, + "FN": 16975, + "FP": 5138, + "IoU": 0.8886690430159497, + "TN": 118983588, + "TP": 176511, + "n_pred": 181649, + "n_ref": 193486 + }, + "3": { + "Dice": 0.9490983911658878, + "FN": 13414, + "FP": 6278, + "IoU": 0.9031277364003975, + "TN": 118978934, + "TP": 183586, + "n_pred": 189864, + "n_ref": 197000 + }, + "4": { + "Dice": 0.8190256599198945, + "FN": 8881, + "FP": 6346, + "IoU": 0.6935168971277902, + "TN": 119132529, + "TP": 34456, + "n_pred": 40802, + "n_ref": 43337 + }, + "5": { + "Dice": 0.8194234623092339, + "FN": 4433, + "FP": 1424, + "IoU": 0.6940875378669173, + "TN": 119163066, + "TP": 13289, + "n_pred": 14713, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9650695775967554, + "FN": 40443, + "FP": 82508, + "IoU": 0.93249706135388, + "TN": 117360795, + "TP": 1698466, + "n_pred": 1780974, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.8471073683074047, + "FN": 46551, + "FP": 44081, + "IoU": 0.7347669201977133, + "TN": 118840505, + "TP": 251075, + "n_pred": 295156, + "n_ref": 297626 + }, + "8": { + "Dice": 0.955818294959552, + "FN": 3060, + "FP": 4253, + "IoU": 0.9153754469606674, + "TN": 119095795, + "TP": 79104, + "n_pred": 83357, + "n_ref": 82164 + }, + "9": { + "Dice": 0.9205126937433565, + "FN": 11046, + "FP": 1816, + "IoU": 0.852731373873616, + "TN": 119094875, + "TP": 74475, + "n_pred": 76291, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 8077, + "IoU": 0.0, + "TN": 61324403, + "TP": 0, + "n_pred": 8077, + "n_ref": 0 + }, + "10": { + "Dice": 0.6180135279458883, + "FN": 14464, + "FP": 10215, + "IoU": 0.44719216898505926, + "TN": 61287837, + "TP": 19964, + "n_pred": 30179, + "n_ref": 34428 + }, + "11": { + "Dice": 0.8114335715327403, + "FN": 1082, + "FP": 211, + "IoU": 0.6826993865030675, + "TN": 61328405, + "TP": 2782, + "n_pred": 2993, + "n_ref": 3864 + }, + "12": { + "Dice": 0.8119836986452252, + "FN": 1164, + "FP": 543, + "IoU": 0.6834785833487854, + "TN": 61327087, + "TP": 3686, + "n_pred": 4229, + "n_ref": 4850 + }, + "13": { + "Dice": 0.5388916487860563, + "FN": 27204, + "FP": 16421, + "IoU": 0.36882387835120156, + "TN": 61263363, + "TP": 25492, + "n_pred": 41913, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9562726871767049, + "FN": 11483, + "FP": 12212, + "IoU": 0.9162093158125522, + "TN": 61049692, + "TP": 259093, + "n_pred": 271305, + "n_ref": 270576 + }, + "15": { + "Dice": 0.5685064504791044, + "FN": 48895, + "FP": 25992, + "IoU": 0.39714216712284656, + "TN": 61208260, + "TP": 49333, + "n_pred": 75325, + "n_ref": 98228 + }, + "2": { + "Dice": 0.6944235418434493, + "FN": 74196, + "FP": 2148, + "IoU": 0.5318903672818689, + "TN": 61169390, + "TP": 86746, + "n_pred": 88894, + "n_ref": 160942 + }, + "3": { + "Dice": 0.7760126857821998, + "FN": 6546, + "FP": 63939, + "IoU": 0.6340038632492835, + "TN": 61139896, + "TP": 122099, + "n_pred": 186038, + "n_ref": 128645 + }, + "4": { + "Dice": 0.9476427896744264, + "FN": 2560, + "FP": 1819, + "IoU": 0.9004953644791857, + "TN": 61288472, + "TP": 39629, + "n_pred": 41448, + "n_ref": 42189 + }, + "5": { + "Dice": 0.7784830907299989, + "FN": 1459, + "FP": 2589, + "IoU": 0.6373084849027865, + "TN": 61321319, + "TP": 7113, + "n_pred": 9702, + "n_ref": 8572 + }, + "6": { + "Dice": 0.965285169375521, + "FN": 26679, + "FP": 58152, + "IoU": 0.9328997138206134, + "TN": 60068238, + "TP": 1179411, + "n_pred": 1237563, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.48836753864486554, + "FN": 130662, + "FP": 23477, + "IoU": 0.32307293679513754, + "TN": 61104776, + "TP": 73565, + "n_pred": 97042, + "n_ref": 204227 + }, + "8": { + "Dice": 0.9483753637245392, + "FN": 3991, + "FP": 4525, + "IoU": 0.901819271830109, + "TN": 61245742, + "TP": 78222, + "n_pred": 82747, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8584448173407023, + "FN": 7612, + "FP": 10778, + "IoU": 0.7519959003128709, + "TN": 61258328, + "TP": 55762, + "n_pred": 66540, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9798756423724483, + "FN": 4595, + "FP": 2493, + "IoU": 0.9605452855290038, + "TN": 148927851, + "TP": 172561, + "n_pred": 175054, + "n_ref": 177156 + }, + "10": { + "Dice": 0.8095069725341555, + "FN": 15565, + "FP": 11373, + "IoU": 0.67997623997624, + "TN": 149023325, + "TP": 57237, + "n_pred": 68610, + "n_ref": 72802 + }, + "11": { + "Dice": 0.7493297587131368, + "FN": 927, + "FP": 195, + "IoU": 0.5991425509110396, + "TN": 149104701, + "TP": 1677, + "n_pred": 1872, + "n_ref": 2604 + }, + "12": { + "Dice": 0.7068965517241379, + "FN": 744, + "FP": 378, + "IoU": 0.5466666666666666, + "TN": 149105025, + "TP": 1353, + "n_pred": 1731, + "n_ref": 2097 + }, + "13": { + "Dice": 0.6013677476285021, + "FN": 40751, + "FP": 17073, + "IoU": 0.4299684542586751, + "TN": 149006060, + "TP": 43616, + "n_pred": 60689, + "n_ref": 84367 + }, + "14": { + "Dice": 0.9208194675540765, + "FN": 4520, + "FP": 10708, + "IoU": 0.8532580415132885, + "TN": 149003726, + "TP": 88546, + "n_pred": 99254, + "n_ref": 93066 + }, + "15": { + "Dice": 0.858639425645302, + "FN": 5094, + "FP": 5755, + "IoU": 0.7522946253253573, + "TN": 149063702, + "TP": 32949, + "n_pred": 38704, + "n_ref": 38043 + }, + "2": { + "Dice": 0.9428781114304935, + "FN": 2834, + "FP": 15846, + "IoU": 0.8919294185710154, + "TN": 148934650, + "TP": 154170, + "n_pred": 170016, + "n_ref": 157004 + }, + "3": { + "Dice": 0.7358576013546774, + "FN": 22714, + "FP": 4116, + "IoU": 0.5821002460982524, + "TN": 149043298, + "TP": 37372, + "n_pred": 41488, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9075415423945462, + "FN": 3468, + "FP": 1089, + "IoU": 0.8307332293291732, + "TN": 149080578, + "TP": 22365, + "n_pred": 23454, + "n_ref": 25833 + }, + "5": { + "Dice": 0.3952644555054194, + "FN": 25219, + "FP": 781, + "IoU": 0.2463112734440676, + "TN": 149073003, + "TP": 8497, + "n_pred": 9278, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9745921270452271, + "FN": 25458, + "FP": 30885, + "IoU": 0.9504433823361262, + "TN": 147970558, + "TP": 1080599, + "n_pred": 1111484, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.8727248067769646, + "FN": 37048, + "FP": 32395, + "IoU": 0.7741896672823287, + "TN": 148799972, + "TP": 238085, + "n_pred": 270480, + "n_ref": 275133 + }, + "8": { + "Dice": 0.8936414322939075, + "FN": 26554, + "FP": 21651, + "IoU": 0.8077321931412982, + "TN": 148856782, + "TP": 202513, + "n_pred": 224164, + "n_ref": 229067 + }, + "9": { + "Dice": 0.8947224755057119, + "FN": 10459, + "FP": 7668, + "IoU": 0.8095002890021544, + "TN": 149012345, + "TP": 77028, + "n_pred": 84696, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9118375297846183, + "FN": 65264, + "FP": 21723, + "IoU": 0.8379608328195117, + "TN": 100175973, + "TP": 449840, + "n_pred": 471563, + "n_ref": 515104 + }, + "10": { + "Dice": 0.4596094769733806, + "FN": 21041, + "FP": 19946, + "IoU": 0.29837204923224403, + "TN": 100654383, + "TP": 17430, + "n_pred": 37376, + "n_ref": 38471 + }, + "11": { + "Dice": 0.5394411036434382, + "FN": 1956, + "FP": 648, + "IoU": 0.3693388229595544, + "TN": 100708671, + "TP": 1525, + "n_pred": 2173, + "n_ref": 3481 + }, + "12": { + "Dice": 0.36719478098788444, + "FN": 4297, + "FP": 1135, + "IoU": 0.22488584474885845, + "TN": 100705792, + "TP": 1576, + "n_pred": 2711, + "n_ref": 5873 + }, + "13": { + "Dice": 0.005055804636077459, + "FN": 39049, + "FP": 2671, + "IoU": 0.0025343088031368048, + "TN": 100670974, + "TP": 106, + "n_pred": 2777, + "n_ref": 39155 + }, + "14": { + "Dice": 0.6846411419078389, + "FN": 8418, + "FP": 125601, + "IoU": 0.5204976099836849, + "TN": 100433304, + "TP": 145477, + "n_pred": 271078, + "n_ref": 153895 + }, + "15": { + "Dice": 0.8546774511339352, + "FN": 10679, + "FP": 18086, + "IoU": 0.7462329733926177, + "TN": 100599448, + "TP": 84587, + "n_pred": 102673, + "n_ref": 95266 + }, + "2": { + "Dice": 0.18510835806869363, + "FN": 208928, + "FP": 4387, + "IoU": 0.1019941652669201, + "TN": 100475257, + "TP": 24228, + "n_pred": 28615, + "n_ref": 233156 + }, + "3": { + "Dice": 0.6230745845930103, + "FN": 20013, + "FP": 226722, + "IoU": 0.45251149962167186, + "TN": 100262133, + "TP": 203932, + "n_pred": 430654, + "n_ref": 223945 + }, + "4": { + "Dice": 0.7073172684973853, + "FN": 13491, + "FP": 23056, + "IoU": 0.5471700451008574, + "TN": 100632092, + "TP": 44161, + "n_pred": 67217, + "n_ref": 57652 + }, + "5": { + "Dice": 0.545698423935318, + "FN": 9150, + "FP": 3043, + "IoU": 0.3752305800368928, + "TN": 100693284, + "TP": 7323, + "n_pred": 10366, + "n_ref": 16473 + }, + "6": { + "Dice": 0.667369315025429, + "FN": 961447, + "FP": 151664, + "IoU": 0.5007908961950426, + "TN": 98483051, + "TP": 1116638, + "n_pred": 1268302, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.6799210314480116, + "FN": 21106, + "FP": 121244, + "IoU": 0.5150608771487556, + "TN": 100419258, + "TP": 151192, + "n_pred": 272436, + "n_ref": 172298 + }, + "8": { + "Dice": 0.9421400858433453, + "FN": 5468, + "FP": 6880, + "IoU": 0.8906094968107725, + "TN": 100599920, + "TP": 100532, + "n_pred": 107412, + "n_ref": 106000 + }, + "9": { + "Dice": 0.8061413983866644, + "FN": 19159, + "FP": 20614, + "IoU": 0.6752402648833582, + "TN": 100590331, + "TP": 82696, + "n_pred": 103310, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9607774514092869, + "FN": 967, + "FP": 5309, + "IoU": 0.9245155936158185, + "TN": 78867557, + "TP": 76867, + "n_pred": 82176, + "n_ref": 77834 + }, + "10": { + "Dice": 0.5964327873093902, + "FN": 20502, + "FP": 4455, + "IoU": 0.42494066683564136, + "TN": 78907301, + "TP": 18442, + "n_pred": 22897, + "n_ref": 38944 + }, + "11": { + "Dice": 0.34825381210034434, + "FN": 1014, + "FP": 311, + "IoU": 0.21083978558665872, + "TN": 78949021, + "TP": 354, + "n_pred": 665, + "n_ref": 1368 + }, + "12": { + "Dice": 0.4106776180698152, + "FN": 1760, + "FP": 536, + "IoU": 0.25839793281653745, + "TN": 78947604, + "TP": 800, + "n_pred": 1336, + "n_ref": 2560 + }, + "13": { + "Dice": 0.4641753233372526, + "FN": 40258, + "FP": 3947, + "IoU": 0.30223197373405736, + "TN": 78887348, + "TP": 19147, + "n_pred": 23094, + "n_ref": 59405 + }, + "14": { + "Dice": 0.028164392023627974, + "FN": 25810, + "FP": 74878, + "IoU": 0.014283336759767786, + "TN": 78848553, + "TP": 1459, + "n_pred": 76337, + "n_ref": 27269 + }, + "15": { + "Dice": 0.8422898420897144, + "FN": 14927, + "FP": 1622, + "IoU": 0.7275481141239031, + "TN": 78889959, + "TP": 44192, + "n_pred": 45814, + "n_ref": 59119 + }, + "2": { + "Dice": 0.9173915563306445, + "FN": 13061, + "FP": 2618, + "IoU": 0.8473899882225835, + "TN": 78847961, + "TP": 87060, + "n_pred": 89678, + "n_ref": 100121 + }, + "3": { + "Dice": 0.9539625693160814, + "FN": 2102, + "FP": 5868, + "IoU": 0.9119774697664145, + "TN": 78860155, + "TP": 82575, + "n_pred": 88443, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8872067024056464, + "FN": 661, + "FP": 3526, + "IoU": 0.7972789774377844, + "TN": 78930046, + "TP": 16467, + "n_pred": 19993, + "n_ref": 17128 + }, + "5": { + "Dice": 0.34308810910897347, + "FN": 27201, + "FP": 1891, + "IoU": 0.20706478781106052, + "TN": 78914011, + "TP": 7597, + "n_pred": 9488, + "n_ref": 34798 + }, + "6": { + "Dice": 0.9479409752074817, + "FN": 31763, + "FP": 42412, + "IoU": 0.9010340226817879, + "TN": 78201200, + "TP": 675325, + "n_pred": 717737, + "n_ref": 707088 + }, + "7": { + "Dice": 0.5837234564013455, + "FN": 409705, + "FP": 34450, + "IoU": 0.41215358613378367, + "TN": 78195137, + "TP": 311408, + "n_pred": 345858, + "n_ref": 721113 + }, + "8": { + "Dice": 0.7709200135095321, + "FN": 116544, + "FP": 10972, + "IoU": 0.627233395696913, + "TN": 78608620, + "TP": 214564, + "n_pred": 225536, + "n_ref": 331108 + }, + "9": { + "Dice": 0.6925240688256961, + "FN": 24427, + "FP": 4540, + "IoU": 0.5296648697798272, + "TN": 78889112, + "TP": 32621, + "n_pred": 37161, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9774097966509202, + "FN": 3884, + "FP": 2787, + "IoU": 0.9558176808753014, + "TN": 104853452, + "TP": 144317, + "n_pred": 147104, + "n_ref": 148201 + }, + "10": { + "Dice": 0.7945512583429589, + "FN": 17414, + "FP": 18693, + "IoU": 0.6591331766216356, + "TN": 104898513, + "TP": 69820, + "n_pred": 88513, + "n_ref": 87234 + }, + "11": { + "Dice": 0.8919607129865406, + "FN": 653, + "FP": 238, + "IoU": 0.8049901510177282, + "TN": 104999871, + "TP": 3678, + "n_pred": 3916, + "n_ref": 4331 + }, + "12": { + "Dice": 0.7507051421132567, + "FN": 1373, + "FP": 925, + "IoU": 0.6009030913511636, + "TN": 104998682, + "TP": 3460, + "n_pred": 4385, + "n_ref": 4833 + }, + "13": { + "Dice": 0.8387706208501609, + "FN": 16550, + "FP": 7004, + "IoU": 0.7223126075782226, + "TN": 104919618, + "TP": 61268, + "n_pred": 68272, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9297944629461432, + "FN": 982, + "FP": 9453, + "IoU": 0.8687998994153517, + "TN": 104924905, + "TP": 69100, + "n_pred": 78553, + "n_ref": 70082 + }, + "15": { + "Dice": 0.9095666865843859, + "FN": 2288, + "FP": 2101, + "IoU": 0.8341332527115377, + "TN": 104977979, + "TP": 22072, + "n_pred": 24173, + "n_ref": 24360 + }, + "2": { + "Dice": 0.8765254705633757, + "FN": 35936, + "FP": 2046, + "IoU": 0.7801916711034977, + "TN": 104831644, + "TP": 134814, + "n_pred": 136860, + "n_ref": 170750 + }, + "3": { + "Dice": 0.8781658660944256, + "FN": 3356, + "FP": 38317, + "IoU": 0.7827947461690816, + "TN": 104812580, + "TP": 150187, + "n_pred": 188504, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1278, + "IoU": 0.0, + "TN": 105003162, + "TP": 0, + "n_pred": 1278, + "n_ref": 0 + }, + "5": { + "Dice": 0.6635571023644649, + "FN": 11586, + "FP": 7168, + "IoU": 0.4965098797250859, + "TN": 104967192, + "TP": 18494, + "n_pred": 25662, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9782404090183672, + "FN": 16690, + "FP": 37548, + "IoU": 0.9574076110002984, + "TN": 103731020, + "TP": 1219182, + "n_pred": 1256730, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.8807346706321585, + "FN": 7400, + "FP": 52912, + "IoU": 0.7868864044324462, + "TN": 104721436, + "TP": 222692, + "n_pred": 275604, + "n_ref": 230092 + }, + "8": { + "Dice": 0.8576761179828735, + "FN": 84485, + "FP": 9004, + "IoU": 0.7508169368466504, + "TN": 104629258, + "TP": 281693, + "n_pred": 290697, + "n_ref": 366178 + }, + "9": { + "Dice": 0.9163852920286292, + "FN": 9691, + "FP": 5613, + "IoU": 0.8456744683211149, + "TN": 104905273, + "TP": 83863, + "n_pred": 89476, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9465700833031511, + "FN": 26098, + "FP": 18158, + "IoU": 0.8985600924181371, + "TN": 177240010, + "TP": 392022, + "n_pred": 410180, + "n_ref": 418120 + }, + "10": { + "Dice": 0.31780587294075224, + "FN": 57859, + "FP": 2683, + "IoU": 0.1889234231820374, + "TN": 177601644, + "TP": 14102, + "n_pred": 16785, + "n_ref": 71961 + }, + "11": { + "Dice": 0.7826829268292683, + "FN": 1534, + "FP": 248, + "IoU": 0.6429573231817272, + "TN": 177671297, + "TP": 3209, + "n_pred": 3457, + "n_ref": 4743 + }, + "12": { + "Dice": 0.7783130060469406, + "FN": 1401, + "FP": 762, + "IoU": 0.6370805369127517, + "TN": 177670328, + "TP": 3797, + "n_pred": 4559, + "n_ref": 5198 + }, + "13": { + "Dice": 0.7673350713252305, + "FN": 22189, + "FP": 11100, + "IoU": 0.622500935554472, + "TN": 177588105, + "TP": 54894, + "n_pred": 65994, + "n_ref": 77083 + }, + "14": { + "Dice": 0.8863616930312099, + "FN": 3683, + "FP": 14923, + "IoU": 0.7959152334152334, + "TN": 177585120, + "TP": 72562, + "n_pred": 87485, + "n_ref": 76245 + }, + "15": { + "Dice": 0.6147174413877219, + "FN": 2757, + "FP": 22830, + "IoU": 0.4437487771473293, + "TN": 177630289, + "TP": 20412, + "n_pred": 43242, + "n_ref": 23169 + }, + "2": { + "Dice": 0.9538620571392689, + "FN": 16897, + "FP": 2206, + "IoU": 0.9117937683541733, + "TN": 177459716, + "TP": 197469, + "n_pred": 199675, + "n_ref": 214366 + }, + "3": { + "Dice": 0.9635245960640539, + "FN": 6259, + "FP": 8943, + "IoU": 0.9296164601737134, + "TN": 177460300, + "TP": 200786, + "n_pred": 209729, + "n_ref": 207045 + }, + "4": { + "Dice": 0.858663400027222, + "FN": 2890, + "FP": 7494, + "IoU": 0.7523314332053331, + "TN": 177634361, + "TP": 31543, + "n_pred": 39037, + "n_ref": 34433 + }, + "5": { + "Dice": 0.6556086811089468, + "FN": 14521, + "FP": 2982, + "IoU": 0.48766209056581683, + "TN": 177642125, + "TP": 16660, + "n_pred": 19642, + "n_ref": 31181 + }, + "6": { + "Dice": 0.9520044016653862, + "FN": 102981, + "FP": 68691, + "IoU": 0.9084049619847939, + "TN": 175802038, + "TP": 1702578, + "n_pred": 1771269, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.857311854402361, + "FN": 19604, + "FP": 96430, + "IoU": 0.7502588153253109, + "TN": 177211671, + "TP": 348583, + "n_pred": 445013, + "n_ref": 368187 + }, + "8": { + "Dice": 0.8523202127000614, + "FN": 20566, + "FP": 41422, + "IoU": 0.7426463567030768, + "TN": 177435421, + "TP": 178879, + "n_pred": 220301, + "n_ref": 199445 + }, + "9": { + "Dice": 0.9086671323149808, + "FN": 15538, + "FP": 8522, + "IoU": 0.8326214294658634, + "TN": 177532542, + "TP": 119686, + "n_pred": 128208, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9590069823271861, + "FN": 12493, + "FP": 2431, + "IoU": 0.9212424733367459, + "TN": 193816042, + "TP": 174569, + "n_pred": 177000, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8994287201201698, + "FN": 11002, + "FP": 6004, + "IoU": 0.817238044062332, + "TN": 193912485, + "TP": 76044, + "n_pred": 82048, + "n_ref": 87046 + }, + "11": { + "Dice": 0.6916354556803995, + "FN": 1450, + "FP": 32, + "IoU": 0.5286259541984732, + "TN": 194002391, + "TP": 1662, + "n_pred": 1694, + "n_ref": 3112 + }, + "12": { + "Dice": 0.8110536346310917, + "FN": 971, + "FP": 417, + "IoU": 0.6821616670483169, + "TN": 194001168, + "TP": 2979, + "n_pred": 3396, + "n_ref": 3950 + }, + "13": { + "Dice": 0.7806633709666645, + "FN": 20134, + "FP": 6132, + "IoU": 0.640236135270994, + "TN": 193932526, + "TP": 46743, + "n_pred": 52875, + "n_ref": 66877 + }, + "14": { + "Dice": 0.9198128397961697, + "FN": 3068, + "FP": 9631, + "IoU": 0.851530988039704, + "TN": 193920002, + "TP": 72834, + "n_pred": 82465, + "n_ref": 75902 + }, + "15": { + "Dice": 0.8353075074821903, + "FN": 1150, + "FP": 6664, + "IoU": 0.7171914585595367, + "TN": 193977905, + "TP": 19816, + "n_pred": 26480, + "n_ref": 20966 + }, + "2": { + "Dice": 0.9387875547655583, + "FN": 3692, + "FP": 13940, + "IoU": 0.884636774645215, + "TN": 193852696, + "TP": 135207, + "n_pred": 149147, + "n_ref": 138899 + }, + "3": { + "Dice": 0.9261660447761194, + "FN": 15413, + "FP": 3583, + "IoU": 0.8624853407462103, + "TN": 193867397, + "TP": 119142, + "n_pred": 122725, + "n_ref": 134555 + }, + "4": { + "Dice": 0.9069783182546308, + "FN": 929, + "FP": 3194, + "IoU": 0.8297898691326425, + "TN": 193981312, + "TP": 20100, + "n_pred": 23294, + "n_ref": 21029 + }, + "5": { + "Dice": 0.6091751116922741, + "FN": 13294, + "FP": 4639, + "IoU": 0.4379955498448714, + "TN": 193973626, + "TP": 13976, + "n_pred": 18615, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9621792558122072, + "FN": 26963, + "FP": 79814, + "IoU": 0.9271150737743412, + "TN": 192540527, + "TP": 1358231, + "n_pred": 1438045, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.8522286871599472, + "FN": 73705, + "FP": 12391, + "IoU": 0.7425073946579017, + "TN": 193671172, + "TP": 248267, + "n_pred": 260658, + "n_ref": 321972 + }, + "8": { + "Dice": 0.8973062869689175, + "FN": 22348, + "FP": 27792, + "IoU": 0.8137402765291946, + "TN": 193736341, + "TP": 219054, + "n_pred": 246846, + "n_ref": 241402 + }, + "9": { + "Dice": 0.8816991366131516, + "FN": 17384, + "FP": 4361, + "IoU": 0.7884274844811147, + "TN": 193902757, + "TP": 81033, + "n_pred": 85394, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9734275404593677, + "FN": 1825, + "FP": 4324, + "IoU": 0.9482307180683129, + "TN": 99537023, + "TP": 112628, + "n_pred": 116952, + "n_ref": 114453 + }, + "10": { + "Dice": 0.8070943334824879, + "FN": 22083, + "FP": 1628, + "IoU": 0.6765785058584426, + "TN": 99582487, + "TP": 49602, + "n_pred": 51230, + "n_ref": 71685 + }, + "11": { + "Dice": 0.7258119658119658, + "FN": 1519, + "FP": 85, + "IoU": 0.569627045881406, + "TN": 99652073, + "TP": 2123, + "n_pred": 2208, + "n_ref": 3642 + }, + "12": { + "Dice": 0.6328871892925431, + "FN": 1913, + "FP": 7, + "IoU": 0.46293706293706294, + "TN": 99652225, + "TP": 1655, + "n_pred": 1662, + "n_ref": 3568 + }, + "13": { + "Dice": 0.7253570419854359, + "FN": 15897, + "FP": 6468, + "IoU": 0.5690668413649589, + "TN": 99603901, + "TP": 29534, + "n_pred": 36002, + "n_ref": 45431 + }, + "14": { + "Dice": 0.19892010867696117, + "FN": 42572, + "FP": 50600, + "IoU": 0.11044491120870728, + "TN": 99551060, + "TP": 11568, + "n_pred": 62168, + "n_ref": 54140 + }, + "15": { + "Dice": 0.7594706684057037, + "FN": 12035, + "FP": 4378, + "IoU": 0.6122150029533373, + "TN": 99613475, + "TP": 25912, + "n_pred": 30290, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9619124438259513, + "FN": 6230, + "FP": 2364, + "IoU": 0.9266197616038799, + "TN": 99538684, + "TP": 108522, + "n_pred": 110886, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9676829740966043, + "FN": 5218, + "FP": 2703, + "IoU": 0.9373893385607689, + "TN": 99529288, + "TP": 118591, + "n_pred": 121294, + "n_ref": 123809 + }, + "4": { + "Dice": 0.8955604176475476, + "FN": 2738, + "FP": 1033, + "IoU": 0.8108731631476002, + "TN": 99635861, + "TP": 16168, + "n_pred": 17201, + "n_ref": 18906 + }, + "5": { + "Dice": 0.8628373521531726, + "FN": 364, + "FP": 1735, + "IoU": 0.7587633605332721, + "TN": 99647099, + "TP": 6602, + "n_pred": 8337, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9743727982529472, + "FN": 32972, + "FP": 36523, + "IoU": 0.9500262830326665, + "TN": 98265169, + "TP": 1321136, + "n_pred": 1357659, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.91493695707113, + "FN": 16728, + "FP": 11209, + "IoU": 0.843210874274618, + "TN": 99477618, + "TP": 150245, + "n_pred": 161454, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9672853598014889, + "FN": 3468, + "FP": 3124, + "IoU": 0.936643407723507, + "TN": 99551754, + "TP": 97454, + "n_pred": 100578, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9425993054875195, + "FN": 8944, + "FP": 1602, + "IoU": 0.8914305715697579, + "TN": 99558664, + "TP": 86590, + "n_pred": 88192, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.924625629161847, + "FN": 62430, + "FP": 256, + "IoU": 0.8598174312460026, + "TN": 62636346, + "TP": 384488, + "n_pred": 384744, + "n_ref": 446918 + }, + "10": { + "Dice": 0.9097969372709888, + "FN": 8523, + "FP": 3835, + "IoU": 0.8345206213176218, + "TN": 63008840, + "TP": 62322, + "n_pred": 66157, + "n_ref": 70845 + }, + "11": { + "Dice": 0.7587135881461525, + "FN": 1292, + "FP": 141, + "IoU": 0.6112316874660879, + "TN": 63079834, + "TP": 2253, + "n_pred": 2394, + "n_ref": 3545 + }, + "12": { + "Dice": 0.8602247191011236, + "FN": 631, + "FP": 302, + "IoU": 0.7547318611987381, + "TN": 63079716, + "TP": 2871, + "n_pred": 3173, + "n_ref": 3502 + }, + "13": { + "Dice": 0.6240993267098027, + "FN": 21879, + "FP": 6762, + "IoU": 0.45359329988362557, + "TN": 63031103, + "TP": 23776, + "n_pred": 30538, + "n_ref": 45655 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9802831102113324, + "FN": 1467, + "FP": 3461, + "IoU": 0.961328698217887, + "TN": 62956087, + "TP": 122505, + "n_pred": 125966, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9857927519153751, + "FN": 1687, + "FP": 1942, + "IoU": 0.97198354061962, + "TN": 62953989, + "TP": 125902, + "n_pred": 127844, + "n_ref": 127589 + }, + "4": { + "Dice": 0.6245723635281868, + "FN": 9631, + "FP": 465, + "IoU": 0.4540932194225154, + "TN": 63065026, + "TP": 8398, + "n_pred": 8863, + "n_ref": 18029 + }, + "5": { + "Dice": 0.5481300299826416, + "FN": 10007, + "FP": 1447, + "IoU": 0.3775338296831694, + "TN": 63065119, + "TP": 6947, + "n_pred": 8394, + "n_ref": 16954 + }, + "6": { + "Dice": 0.9166819257028187, + "FN": 148449, + "FP": 29919, + "IoU": 0.8461798500846852, + "TN": 61923932, + "TP": 981220, + "n_pred": 1011139, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.8595764369387369, + "FN": 13605, + "FP": 33134, + "IoU": 0.7537343709659573, + "TN": 62893729, + "TP": 143052, + "n_pred": 176186, + "n_ref": 156657 + }, + "8": { + "Dice": 0.895195429102221, + "FN": 19440, + "FP": 2223, + "IoU": 0.8102749143903101, + "TN": 62969339, + "TP": 92518, + "n_pred": 94741, + "n_ref": 111958 + }, + "9": { + "Dice": 0.911096480589533, + "FN": 3449, + "FP": 4248, + "IoU": 0.8367100154867726, + "TN": 63036383, + "TP": 39440, + "n_pred": 43688, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9651389990520594, + "FN": 13156, + "FP": 8468, + "IoU": 0.9326266988204064, + "TN": 109287860, + "TP": 299334, + "n_pred": 307802, + "n_ref": 312490 + }, + "10": { + "Dice": 0.5876452010063701, + "FN": 33039, + "FP": 43993, + "IoU": 0.4160747720226499, + "TN": 109476897, + "TP": 54889, + "n_pred": 98882, + "n_ref": 87928 + }, + "11": { + "Dice": 0.6252771618625277, + "FN": 2351, + "FP": 184, + "IoU": 0.45483870967741935, + "TN": 109604168, + "TP": 2115, + "n_pred": 2299, + "n_ref": 4466 + }, + "12": { + "Dice": 0.8080229226361032, + "FN": 1261, + "FP": 79, + "IoU": 0.6778846153846154, + "TN": 109604658, + "TP": 2820, + "n_pred": 2899, + "n_ref": 4081 + }, + "13": { + "Dice": 0.6074366275788152, + "FN": 32889, + "FP": 29010, + "IoU": 0.43620034794013973, + "TN": 109499029, + "TP": 47890, + "n_pred": 76900, + "n_ref": 80779 + }, + "14": { + "Dice": 0.5190943481293104, + "FN": 23229, + "FP": 113303, + "IoU": 0.3505249287647644, + "TN": 109398599, + "TP": 73687, + "n_pred": 186990, + "n_ref": 96916 + }, + "15": { + "Dice": 0.8382740731367835, + "FN": 20730, + "FP": 11223, + "IoU": 0.7215764525460946, + "TN": 109494054, + "TP": 82811, + "n_pred": 94034, + "n_ref": 103541 + }, + "2": { + "Dice": 0.6798846696521685, + "FN": 103233, + "FP": 1131, + "IoU": 0.5150191456931484, + "TN": 109393626, + "TP": 110828, + "n_pred": 111959, + "n_ref": 214061 + }, + "3": { + "Dice": 0.8241429196245332, + "FN": 12975, + "FP": 86338, + "IoU": 0.7008869814020029, + "TN": 109276793, + "TP": 232712, + "n_pred": 319050, + "n_ref": 245687 + }, + "4": { + "Dice": 0.7326522400071537, + "FN": 17517, + "FP": 6401, + "IoU": 0.5780988163906088, + "TN": 109552127, + "TP": 32773, + "n_pred": 39174, + "n_ref": 50290 + }, + "5": { + "Dice": 0.7774037450031559, + "FN": 3162, + "FP": 1070, + "IoU": 0.635863018413354, + "TN": 109597196, + "TP": 7390, + "n_pred": 8460, + "n_ref": 10552 + }, + "6": { + "Dice": 0.911406685436458, + "FN": 42690, + "FP": 192114, + "IoU": 0.8372334031849858, + "TN": 108166237, + "TP": 1207777, + "n_pred": 1399891, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.7419246988276658, + "FN": 475652, + "FP": 26857, + "IoU": 0.5897299614230604, + "TN": 108383993, + "TP": 722316, + "n_pred": 749173, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9553403879678877, + "FN": 3381, + "FP": 4663, + "IoU": 0.9144992081291653, + "TN": 109514737, + "TP": 86037, + "n_pred": 90700, + "n_ref": 89418 + }, + "9": { + "Dice": 0.7104807063440157, + "FN": 11748, + "FP": 23666, + "IoU": 0.5509655495961555, + "TN": 109529951, + "TP": 43453, + "n_pred": 67119, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9471839758175689, + "FN": 1747, + "FP": 4613, + "IoU": 0.8996671346763634, + "TN": 67003963, + "TP": 57029, + "n_pred": 61642, + "n_ref": 58776 + }, + "10": { + "Dice": 0.5978381398183495, + "FN": 43482, + "FP": 4029, + "IoU": 0.4263688499849079, + "TN": 66984527, + "TP": 35314, + "n_pred": 39343, + "n_ref": 78796 + }, + "11": { + "Dice": 0.0, + "FN": 3126, + "FP": 4, + "IoU": 0.0, + "TN": 67064222, + "TP": 0, + "n_pred": 4, + "n_ref": 3126 + }, + "12": { + "Dice": 0.7451891174518912, + "FN": 1065, + "FP": 471, + "IoU": 0.5938656795346378, + "TN": 67063570, + "TP": 2246, + "n_pred": 2717, + "n_ref": 3311 + }, + "13": { + "Dice": 0.41062922257853607, + "FN": 25022, + "FP": 12838, + "IoU": 0.2583596152716018, + "TN": 67016303, + "TP": 13189, + "n_pred": 26027, + "n_ref": 38211 + }, + "14": { + "Dice": 0.8147064521085082, + "FN": 14494, + "FP": 13245, + "IoU": 0.687345724236652, + "TN": 66978631, + "TP": 60982, + "n_pred": 74227, + "n_ref": 75476 + }, + "15": { + "Dice": 0.28016119746689694, + "FN": 19196, + "FP": 43322, + "IoU": 0.1628996840019281, + "TN": 66992668, + "TP": 12166, + "n_pred": 55488, + "n_ref": 31362 + }, + "2": { + "Dice": 0.9480686865482234, + "FN": 2599, + "FP": 13115, + "IoU": 0.9012648206442857, + "TN": 66908199, + "TP": 143439, + "n_pred": 156554, + "n_ref": 146038 + }, + "3": { + "Dice": 0.951105354944604, + "FN": 12028, + "FP": 3224, + "IoU": 0.9067691969143122, + "TN": 66903758, + "TP": 148342, + "n_pred": 151566, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 0, + "IoU": 0.0, + "TN": 67054313, + "TP": 0, + "n_pred": 0, + "n_ref": 13039 + }, + "5": { + "Dice": 0.802463173146583, + "FN": 2275, + "FP": 997, + "IoU": 0.6700947771728171, + "TN": 67057434, + "TP": 6646, + "n_pred": 7643, + "n_ref": 8921 + }, + "6": { + "Dice": 0.968246340364224, + "FN": 43226, + "FP": 24767, + "IoU": 0.9384472071618616, + "TN": 65962723, + "TP": 1036636, + "n_pred": 1061403, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.8504218681009914, + "FN": 86778, + "FP": 6383, + "IoU": 0.7397686546943655, + "TN": 66709359, + "TP": 264832, + "n_pred": 271215, + "n_ref": 351610 + }, + "8": { + "Dice": 0.9162303664921466, + "FN": 6264, + "FP": 8264, + "IoU": 0.8454106280193237, + "TN": 66973374, + "TP": 79450, + "n_pred": 87714, + "n_ref": 85714 + }, + "9": { + "Dice": 0.9095321629713653, + "FN": 8386, + "FP": 5332, + "IoU": 0.8340751850597513, + "TN": 66984676, + "TP": 68958, + "n_pred": 74290, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.694910527374846, + "FN": 81793, + "FP": 4630, + "IoU": 0.5324619820716593, + "TN": 74334433, + "TP": 98424, + "n_pred": 103054, + "n_ref": 180217 + }, + "10": { + "Dice": 0.7351678096276529, + "FN": 17717, + "FP": 9972, + "IoU": 0.5812374283510534, + "TN": 74453159, + "TP": 38432, + "n_pred": 48404, + "n_ref": 56149 + }, + "11": { + "Dice": 0.6709169323082693, + "FN": 1598, + "FP": 157, + "IoU": 0.5047968397291196, + "TN": 74515736, + "TP": 1789, + "n_pred": 1946, + "n_ref": 3387 + }, + "12": { + "Dice": 0.6827489481065918, + "FN": 984, + "FP": 147, + "IoU": 0.518313458262351, + "TN": 74516932, + "TP": 1217, + "n_pred": 1364, + "n_ref": 2201 + }, + "13": { + "Dice": 0.5679714299140078, + "FN": 18716, + "FP": 18060, + "IoU": 0.39662018047579983, + "TN": 74458330, + "TP": 24174, + "n_pred": 42234, + "n_ref": 42890 + }, + "14": { + "Dice": 0.49340704906703525, + "FN": 14076, + "FP": 22576, + "IoU": 0.32749857800774296, + "TN": 74464779, + "TP": 17849, + "n_pred": 40425, + "n_ref": 31925 + }, + "15": { + "Dice": 0.7245500627819375, + "FN": 6989, + "FP": 10780, + "IoU": 0.568074090279297, + "TN": 74478141, + "TP": 23370, + "n_pred": 34150, + "n_ref": 30359 + }, + "2": { + "Dice": 0.9672856126449129, + "FN": 2236, + "FP": 7144, + "IoU": 0.9366438818793397, + "TN": 74371228, + "TP": 138672, + "n_pred": 145816, + "n_ref": 140908 + }, + "3": { + "Dice": 0.9563138071960894, + "FN": 6468, + "FP": 7161, + "IoU": 0.9162848122258941, + "TN": 74356478, + "TP": 149173, + "n_pred": 156334, + "n_ref": 155641 + }, + "4": { + "Dice": 0.6838890184192119, + "FN": 5945, + "FP": 834, + "IoU": 0.5196286848072562, + "TN": 74505168, + "TP": 7333, + "n_pred": 8167, + "n_ref": 13278 + }, + "5": { + "Dice": 0.5793887544323746, + "FN": 5007, + "FP": 2466, + "IoU": 0.4078446909667195, + "TN": 74506660, + "TP": 5147, + "n_pred": 7613, + "n_ref": 10154 + }, + "6": { + "Dice": 0.947865036058694, + "FN": 59228, + "FP": 110918, + "IoU": 0.9008968131882853, + "TN": 72802423, + "TP": 1546711, + "n_pred": 1657629, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.8178611086544225, + "FN": 42349, + "FP": 13256, + "IoU": 0.6918485760361768, + "TN": 74338833, + "TP": 124842, + "n_pred": 138098, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9634113387018322, + "FN": 1988, + "FP": 2751, + "IoU": 0.9294056308654849, + "TN": 74452150, + "TP": 62391, + "n_pred": 65142, + "n_ref": 64379 + }, + "9": { + "Dice": 0.9130086257508017, + "FN": 11991, + "FP": 3419, + "IoU": 0.839941003562637, + "TN": 74423003, + "TP": 80867, + "n_pred": 84286, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9481533440566134, + "FN": 8526, + "FP": 21483, + "IoU": 0.9014178432750997, + "TN": 65746774, + "TP": 274397, + "n_pred": 295880, + "n_ref": 282923 + }, + "10": { + "Dice": 0.6245032110785649, + "FN": 38121, + "FP": 16489, + "IoU": 0.4540201155745736, + "TN": 65951158, + "TP": 45412, + "n_pred": 61901, + "n_ref": 83533 + }, + "11": { + "Dice": 0.5724447772369899, + "FN": 2108, + "FP": 176, + "IoU": 0.4009965906110674, + "TN": 66047367, + "TP": 1529, + "n_pred": 1705, + "n_ref": 3637 + }, + "12": { + "Dice": 0.781649931088797, + "FN": 1041, + "FP": 68, + "IoU": 0.6415643180349063, + "TN": 66048086, + "TP": 1985, + "n_pred": 2053, + "n_ref": 3026 + }, + "13": { + "Dice": 0.7348262167074293, + "FN": 14877, + "FP": 8759, + "IoU": 0.5808104992462534, + "TN": 65994795, + "TP": 32749, + "n_pred": 41508, + "n_ref": 47626 + }, + "14": { + "Dice": 0.7105497510253741, + "FN": 2019, + "FP": 44135, + "IoU": 0.5510485973308431, + "TN": 65948376, + "TP": 56650, + "n_pred": 100785, + "n_ref": 58669 + }, + "15": { + "Dice": 0.8864887581424669, + "FN": 3502, + "FP": 1900, + "IoU": 0.7961201690821256, + "TN": 66024684, + "TP": 21094, + "n_pred": 22994, + "n_ref": 24596 + }, + "2": { + "Dice": 0.9027662299723602, + "FN": 23427, + "FP": 2535, + "IoU": 0.8227656262800033, + "TN": 65904696, + "TP": 120522, + "n_pred": 123057, + "n_ref": 143949 + }, + "3": { + "Dice": 0.9168951120382249, + "FN": 7821, + "FP": 19190, + "IoU": 0.8465432316196732, + "TN": 65875163, + "TP": 149006, + "n_pred": 168196, + "n_ref": 156827 + }, + "4": { + "Dice": 0.885774961704498, + "FN": 4085, + "FP": 2477, + "IoU": 0.7949695360099984, + "TN": 66019175, + "TP": 25443, + "n_pred": 27920, + "n_ref": 29528 + }, + "5": { + "Dice": 0.8454111520937296, + "FN": 2186, + "FP": 664, + "IoU": 0.7322183594851076, + "TN": 66040537, + "TP": 7793, + "n_pred": 8457, + "n_ref": 9979 + }, + "6": { + "Dice": 0.9422251664204393, + "FN": 19299, + "FP": 103848, + "IoU": 0.8907615652301958, + "TN": 64923857, + "TP": 1004176, + "n_pred": 1108024, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.7387730582889953, + "FN": 400364, + "FP": 7097, + "IoU": 0.5857574349678588, + "TN": 65067551, + "TP": 576168, + "n_pred": 583265, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9543591013108399, + "FN": 2268, + "FP": 5291, + "IoU": 0.9127025372737877, + "TN": 65964591, + "TP": 79030, + "n_pred": 84321, + "n_ref": 81298 + }, + "9": { + "Dice": 0.913036137679936, + "FN": 7894, + "FP": 3953, + "IoU": 0.839987573948513, + "TN": 65977142, + "TP": 62191, + "n_pred": 66144, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9863535634907905, + "FN": 2980, + "FP": 1189, + "IoU": 0.9730745632447444, + "TN": 113317705, + "TP": 150666, + "n_pred": 151855, + "n_ref": 153646 + }, + "10": { + "Dice": 0.8955885028767906, + "FN": 9197, + "FP": 7444, + "IoU": 0.810919213725713, + "TN": 113384530, + "TP": 71369, + "n_pred": 78813, + "n_ref": 80566 + }, + "11": { + "Dice": 0.6894260933751615, + "FN": 1362, + "FP": 321, + "IoU": 0.5260490002816108, + "TN": 113468989, + "TP": 1868, + "n_pred": 2189, + "n_ref": 3230 + }, + "12": { + "Dice": 0.8855760428926376, + "FN": 697, + "FP": 178, + "IoU": 0.7946491433935696, + "TN": 113468279, + "TP": 3386, + "n_pred": 3564, + "n_ref": 4083 + }, + "13": { + "Dice": 0.5364654002713705, + "FN": 38920, + "FP": 26672, + "IoU": 0.366554641325762, + "TN": 113368992, + "TP": 37956, + "n_pred": 64628, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9566964753387999, + "FN": 12455, + "FP": 10280, + "IoU": 0.9169876768598814, + "TN": 113198665, + "TP": 251140, + "n_pred": 261420, + "n_ref": 263595 + }, + "15": { + "Dice": 0.7078412103906699, + "FN": 2795, + "FP": 12962, + "IoU": 0.5477973884344957, + "TN": 113437695, + "TP": 19088, + "n_pred": 32050, + "n_ref": 21883 + }, + "2": { + "Dice": 0.972740111879946, + "FN": 3800, + "FP": 3110, + "IoU": 0.9469269881257777, + "TN": 113342342, + "TP": 123288, + "n_pred": 126398, + "n_ref": 127088 + }, + "3": { + "Dice": 0.9571163220777535, + "FN": 2300, + "FP": 8274, + "IoU": 0.917759422589326, + "TN": 113343966, + "TP": 118000, + "n_pred": 126274, + "n_ref": 120300 + }, + "4": { + "Dice": 0.6873190919312011, + "FN": 2360, + "FP": 23782, + "IoU": 0.5235995188978387, + "TN": 113417666, + "TP": 28732, + "n_pred": 52514, + "n_ref": 31092 + }, + "5": { + "Dice": 0.7366246056782334, + "FN": 9475, + "FP": 7223, + "IoU": 0.5830607505805389, + "TN": 113432491, + "TP": 23351, + "n_pred": 30574, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9656146292998047, + "FN": 35182, + "FP": 43761, + "IoU": 0.9335153576719301, + "TN": 112285153, + "TP": 1108444, + "n_pred": 1152205, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.9138183042157147, + "FN": 19836, + "FP": 17546, + "IoU": 0.8413125610222014, + "TN": 113236970, + "TP": 198188, + "n_pred": 215734, + "n_ref": 218024 + }, + "8": { + "Dice": 0.909577490783869, + "FN": 27302, + "FP": 9932, + "IoU": 0.8341514257970833, + "TN": 113248034, + "TP": 187272, + "n_pred": 197204, + "n_ref": 214574 + }, + "9": { + "Dice": 0.9034310203879407, + "FN": 15067, + "FP": 4424, + "IoU": 0.8238706704137788, + "TN": 113361877, + "TP": 91172, + "n_pred": 95596, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8080087262787152, + "FN": 4222, + "FP": 54214, + "IoU": 0.6778646321429753, + "TN": 75015326, + "TP": 122966, + "n_pred": 177180, + "n_ref": 127188 + }, + "10": { + "Dice": 0.8860628787261215, + "FN": 18535, + "FP": 2430, + "IoU": 0.7954334780699615, + "TN": 75094243, + "TP": 81520, + "n_pred": 83950, + "n_ref": 100055 + }, + "11": { + "Dice": 0.6667810569663692, + "FN": 1601, + "FP": 341, + "IoU": 0.5001287001287001, + "TN": 75192843, + "TP": 1943, + "n_pred": 2284, + "n_ref": 3544 + }, + "12": { + "Dice": 0.686084142394822, + "FN": 1092, + "FP": 751, + "IoU": 0.5221674876847291, + "TN": 75192871, + "TP": 2014, + "n_pred": 2765, + "n_ref": 3106 + }, + "13": { + "Dice": 0.7048619080407008, + "FN": 18407, + "FP": 12455, + "IoU": 0.5442368751384479, + "TN": 75129013, + "TP": 36853, + "n_pred": 49308, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9550213745962371, + "FN": 3260, + "FP": 8966, + "IoU": 0.913914745602794, + "TN": 75054706, + "TP": 129796, + "n_pred": 138762, + "n_ref": 133056 + }, + "15": { + "Dice": 0.6339791529752348, + "FN": 35707, + "FP": 8292, + "IoU": 0.46410649907434476, + "TN": 75114624, + "TP": 38105, + "n_pred": 46397, + "n_ref": 73812 + }, + "2": { + "Dice": 0.9515599974587974, + "FN": 4020, + "FP": 10467, + "IoU": 0.9075960428373698, + "TN": 75039949, + "TP": 142292, + "n_pred": 152759, + "n_ref": 146312 + }, + "3": { + "Dice": 0.9598798455536873, + "FN": 3079, + "FP": 8995, + "IoU": 0.9228547696632803, + "TN": 75040218, + "TP": 144436, + "n_pred": 153431, + "n_ref": 147515 + }, + "4": { + "Dice": 0.9359241175058033, + "FN": 1578, + "FP": 1624, + "IoU": 0.8795652010381013, + "TN": 75170141, + "TP": 23385, + "n_pred": 25009, + "n_ref": 24963 + }, + "5": { + "Dice": 0.8775414972335178, + "FN": 1119, + "FP": 718, + "IoU": 0.7818030644969711, + "TN": 75188309, + "TP": 6582, + "n_pred": 7300, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9670654220377246, + "FN": 20445, + "FP": 63748, + "IoU": 0.9362310476095258, + "TN": 73876446, + "TP": 1236089, + "n_pred": 1299837, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.9470728187526815, + "FN": 6122, + "FP": 10162, + "IoU": 0.8994665876426137, + "TN": 75034752, + "TP": 145692, + "n_pred": 155854, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9415828130518326, + "FN": 6090, + "FP": 3669, + "IoU": 0.8896140620758303, + "TN": 75108320, + "TP": 78649, + "n_pred": 82318, + "n_ref": 84739 + }, + "9": { + "Dice": 0.872521993748104, + "FN": 11081, + "FP": 8249, + "IoU": 0.7738705224491705, + "TN": 75111246, + "TP": 66152, + "n_pred": 74401, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9818901816124681, + "FN": 5833, + "FP": 1914, + "IoU": 0.9644246267731433, + "TN": 86710109, + "TP": 210016, + "n_pred": 211930, + "n_ref": 215849 + }, + "10": { + "Dice": 0.7030970736521994, + "FN": 16114, + "FP": 28406, + "IoU": 0.5421354670177099, + "TN": 86830638, + "TP": 52714, + "n_pred": 81120, + "n_ref": 68828 + }, + "11": { + "Dice": 0.5970464135021097, + "FN": 1458, + "FP": 70, + "IoU": 0.4255639097744361, + "TN": 86925212, + "TP": 1132, + "n_pred": 1202, + "n_ref": 2590 + }, + "12": { + "Dice": 0.7615270203272186, + "FN": 1075, + "FP": 1330, + "IoU": 0.6148919135308246, + "TN": 86921627, + "TP": 3840, + "n_pred": 5170, + "n_ref": 4915 + }, + "13": { + "Dice": 0.6925687600119464, + "FN": 17099, + "FP": 16870, + "IoU": 0.529717157453171, + "TN": 86855641, + "TP": 38262, + "n_pred": 55132, + "n_ref": 55361 + }, + "14": { + "Dice": 0.7426697291369214, + "FN": 11496, + "FP": 38248, + "IoU": 0.5906719549725985, + "TN": 86806346, + "TP": 71782, + "n_pred": 110030, + "n_ref": 83278 + }, + "15": { + "Dice": 0.7974080690405416, + "FN": 53068, + "FP": 2615, + "IoU": 0.6630745213834499, + "TN": 86762604, + "TP": 109585, + "n_pred": 112200, + "n_ref": 162653 + }, + "2": { + "Dice": 0.9357169632246796, + "FN": 6896, + "FP": 9224, + "IoU": 0.879199358527611, + "TN": 86794429, + "TP": 117323, + "n_pred": 126547, + "n_ref": 124219 + }, + "3": { + "Dice": 0.9340348238452909, + "FN": 20069, + "FP": 1158, + "IoU": 0.8762339002617938, + "TN": 86756363, + "TP": 150282, + "n_pred": 151440, + "n_ref": 170351 + }, + "4": { + "Dice": 0.8345724907063197, + "FN": 2154, + "FP": 3542, + "IoU": 0.7161084529505582, + "TN": 86907808, + "TP": 14368, + "n_pred": 17910, + "n_ref": 16522 + }, + "5": { + "Dice": 0.8875221164377791, + "FN": 206, + "FP": 1129, + "IoU": 0.7977885489245683, + "TN": 86921270, + "TP": 5267, + "n_pred": 6396, + "n_ref": 5473 + }, + "6": { + "Dice": 0.9321728870948842, + "FN": 20797, + "FP": 147069, + "IoU": 0.8729623698716804, + "TN": 85606484, + "TP": 1153522, + "n_pred": 1300591, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.7828280065019758, + "FN": 357885, + "FP": 11262, + "IoU": 0.6431531539369474, + "TN": 85893403, + "TP": 665322, + "n_pred": 676584, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9528064480834458, + "FN": 2138, + "FP": 3038, + "IoU": 0.9098666109427785, + "TN": 86870446, + "TP": 52250, + "n_pred": 55288, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8474888341992526, + "FN": 4271, + "FP": 12461, + "IoU": 0.7353411050125749, + "TN": 86864651, + "TP": 46489, + "n_pred": 58950, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6486755473893737, + "FN": 3733, + "FP": 88047, + "IoU": 0.4800294600872472, + "TN": 37573090, + "TP": 84730, + "n_pred": 172777, + "n_ref": 88463 + }, + "10": { + "Dice": 0.7645804690457688, + "FN": 20872, + "FP": 2758, + "IoU": 0.6188832618302635, + "TN": 37687598, + "TP": 38372, + "n_pred": 41130, + "n_ref": 59244 + }, + "11": { + "Dice": 0.8229249011857708, + "FN": 506, + "FP": 390, + "IoU": 0.6991269308260577, + "TN": 37746622, + "TP": 2082, + "n_pred": 2472, + "n_ref": 2588 + }, + "12": { + "Dice": 0.7419420231096696, + "FN": 1087, + "FP": 186, + "IoU": 0.5897518530454399, + "TN": 37746497, + "TP": 1830, + "n_pred": 2016, + "n_ref": 2917 + }, + "13": { + "Dice": 0.7449095243678431, + "FN": 16295, + "FP": 3286, + "IoU": 0.593510618421872, + "TN": 37701429, + "TP": 28590, + "n_pred": 31876, + "n_ref": 44885 + }, + "14": { + "Dice": 0.318121134325391, + "FN": 7462, + "FP": 390415, + "IoU": 0.18914628206460712, + "TN": 37258911, + "TP": 92812, + "n_pred": 483227, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 22313, + "IoU": 0.0, + "TN": 37727287, + "TP": 0, + "n_pred": 22313, + "n_ref": 0 + }, + "2": { + "Dice": 0.6970196672672749, + "FN": 45494, + "FP": 2093, + "IoU": 0.5349425849010506, + "TN": 37647275, + "TP": 54738, + "n_pred": 56831, + "n_ref": 100232 + }, + "3": { + "Dice": 0.8490822364448738, + "FN": 4324, + "FP": 25670, + "IoU": 0.7377436193374078, + "TN": 37635231, + "TP": 84375, + "n_pred": 110045, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 0, + "IoU": 0.0, + "TN": 37737906, + "TP": 0, + "n_pred": 0, + "n_ref": 11694 + }, + "5": { + "Dice": 0.8369357750838277, + "FN": 1937, + "FP": 1224, + "IoU": 0.7195954936574115, + "TN": 37738327, + "TP": 8112, + "n_pred": 9336, + "n_ref": 10049 + }, + "6": { + "Dice": 0.8654272582309351, + "FN": 165876, + "FP": 13459, + "IoU": 0.7627781158231699, + "TN": 36993620, + "TP": 576645, + "n_pred": 590104, + "n_ref": 742521 + }, + "7": { + "Dice": 0.8949400125035972, + "FN": 29645, + "FP": 44464, + "IoU": 0.8098564988595341, + "TN": 37359847, + "TP": 315644, + "n_pred": 360108, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9438106502855254, + "FN": 3877, + "FP": 4959, + "IoU": 0.8935998555000301, + "TN": 37666555, + "TP": 74209, + "n_pred": 79168, + "n_ref": 78086 + }, + "9": { + "Dice": 0.9209857700767607, + "FN": 3479, + "FP": 5322, + "IoU": 0.85354367397201, + "TN": 37689507, + "TP": 51292, + "n_pred": 56614, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9706397829408248, + "FN": 8064, + "FP": 3428, + "IoU": 0.942954436022298, + "TN": 75705235, + "TP": 189961, + "n_pred": 193389, + "n_ref": 198025 + }, + "10": { + "Dice": 0.920018132947474, + "FN": 13651, + "FP": 3816, + "IoU": 0.8518829445334826, + "TN": 75788761, + "TP": 100460, + "n_pred": 104276, + "n_ref": 114111 + }, + "11": { + "Dice": 0.7072569128910814, + "FN": 1618, + "FP": 637, + "IoU": 0.5470978108053826, + "TN": 75901709, + "TP": 2724, + "n_pred": 3361, + "n_ref": 4342 + }, + "12": { + "Dice": 0.8456109941810078, + "FN": 1169, + "FP": 78, + "IoU": 0.7325182325182326, + "TN": 75902026, + "TP": 3415, + "n_pred": 3493, + "n_ref": 4584 + }, + "13": { + "Dice": 0.7848223995388022, + "FN": 11551, + "FP": 4872, + "IoU": 0.6458499557932418, + "TN": 75860315, + "TP": 29950, + "n_pred": 34822, + "n_ref": 41501 + }, + "14": { + "Dice": 0.9338853468874208, + "FN": 2323, + "FP": 14860, + "IoU": 0.8759708387469323, + "TN": 75768148, + "TP": 121357, + "n_pred": 136217, + "n_ref": 123680 + }, + "15": { + "Dice": 0.7391073841558424, + "FN": 72952, + "FP": 7752, + "IoU": 0.5861778987903867, + "TN": 75711667, + "TP": 114317, + "n_pred": 122069, + "n_ref": 187269 + }, + "2": { + "Dice": 0.9576429657487266, + "FN": 9118, + "FP": 7123, + "IoU": 0.9187283572529474, + "TN": 75706852, + "TP": 183595, + "n_pred": 190718, + "n_ref": 192713 + }, + "3": { + "Dice": 0.9618609968641489, + "FN": 13980, + "FP": 4835, + "IoU": 0.9265242842805316, + "TN": 75650617, + "TP": 237256, + "n_pred": 242091, + "n_ref": 251236 + }, + "4": { + "Dice": 0.9029780000653788, + "FN": 2554, + "FP": 3382, + "IoU": 0.8231174945618165, + "TN": 75873129, + "TP": 27623, + "n_pred": 31005, + "n_ref": 30177 + }, + "5": { + "Dice": 0.9001756907842198, + "FN": 1175, + "FP": 700, + "IoU": 0.8184722625617195, + "TN": 75896359, + "TP": 8454, + "n_pred": 9154, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9771623696742304, + "FN": 58500, + "FP": 18553, + "IoU": 0.9553445636948341, + "TN": 74181187, + "TP": 1648448, + "n_pred": 1667001, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.9084707396296038, + "FN": 39354, + "FP": 7874, + "IoU": 0.832291696258629, + "TN": 75625080, + "TP": 234380, + "n_pred": 242254, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9643219181100974, + "FN": 4229, + "FP": 2247, + "IoU": 0.9311019852331, + "TN": 75812694, + "TP": 87518, + "n_pred": 89765, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8855344044590501, + "FN": 12131, + "FP": 4832, + "IoU": 0.794582092082637, + "TN": 75824110, + "TP": 65615, + "n_pred": 70447, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9769883396218371, + "FN": 3385, + "FP": 933, + "IoU": 0.9550119294443692, + "TN": 61291769, + "TP": 91663, + "n_pred": 92596, + "n_ref": 95048 + }, + "10": { + "Dice": 0.8856917745479236, + "FN": 8919, + "FP": 8926, + "IoU": 0.7948355350141988, + "TN": 61300771, + "TP": 69134, + "n_pred": 78060, + "n_ref": 78053 + }, + "11": { + "Dice": 0.8781991982732038, + "FN": 494, + "FP": 296, + "IoU": 0.782847718526663, + "TN": 61384112, + "TP": 2848, + "n_pred": 3144, + "n_ref": 3342 + }, + "12": { + "Dice": 0.8684439292958562, + "FN": 372, + "FP": 536, + "IoU": 0.7674775928297055, + "TN": 61383845, + "TP": 2997, + "n_pred": 3533, + "n_ref": 3369 + }, + "13": { + "Dice": 0.61234337860274, + "FN": 13822, + "FP": 18633, + "IoU": 0.44127874948354223, + "TN": 61329662, + "TP": 25633, + "n_pred": 44266, + "n_ref": 39455 + }, + "14": { + "Dice": 0.7402991380271442, + "FN": 3378, + "FP": 40881, + "IoU": 0.5876785198572773, + "TN": 61280409, + "TP": 63082, + "n_pred": 103963, + "n_ref": 66460 + }, + "15": { + "Dice": 0.8772311764778645, + "FN": 7272, + "FP": 2653, + "IoU": 0.7813105940419531, + "TN": 61342366, + "TP": 35459, + "n_pred": 38112, + "n_ref": 42731 + }, + "2": { + "Dice": 0.9693134587208085, + "FN": 3497, + "FP": 4713, + "IoU": 0.9404541729222423, + "TN": 61249873, + "TP": 129667, + "n_pred": 134380, + "n_ref": 133164 + }, + "3": { + "Dice": 0.972523389994996, + "FN": 5350, + "FP": 1898, + "IoU": 0.9465163299340309, + "TN": 61252232, + "TP": 128270, + "n_pred": 130168, + "n_ref": 133620 + }, + "4": { + "Dice": 0.7935140613123891, + "FN": 4882, + "FP": 2453, + "IoU": 0.6577068458630827, + "TN": 61366321, + "TP": 14094, + "n_pred": 16547, + "n_ref": 18976 + }, + "5": { + "Dice": 0.5884658454647257, + "FN": 15083, + "FP": 2557, + "IoU": 0.41689805632685445, + "TN": 61357498, + "TP": 12612, + "n_pred": 15169, + "n_ref": 27695 + }, + "6": { + "Dice": 0.976183991373506, + "FN": 30555, + "FP": 16489, + "IoU": 0.953475998761839, + "TN": 60376573, + "TP": 964133, + "n_pred": 980622, + "n_ref": 994688 + }, + "7": { + "Dice": 0.8834460978538593, + "FN": 13131, + "FP": 30935, + "IoU": 0.7912256597337376, + "TN": 61176680, + "TP": 167004, + "n_pred": 197939, + "n_ref": 180135 + }, + "8": { + "Dice": 0.888752135644823, + "FN": 26793, + "FP": 28163, + "IoU": 0.7997784870079716, + "TN": 61113274, + "TP": 219520, + "n_pred": 247683, + "n_ref": 246313 + }, + "9": { + "Dice": 0.9344042668021207, + "FN": 6135, + "FP": 4196, + "IoU": 0.8768843921680789, + "TN": 61303837, + "TP": 73582, + "n_pred": 77778, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9809221968640038, + "FN": 3061, + "FP": 4036, + "IoU": 0.9625586916380903, + "TN": 39559250, + "TP": 182453, + "n_pred": 186489, + "n_ref": 185514 + }, + "10": { + "Dice": 0.6658963318253666, + "FN": 21289, + "FP": 9360, + "IoU": 0.49913387370898155, + "TN": 39687608, + "TP": 30543, + "n_pred": 39903, + "n_ref": 51832 + }, + "11": { + "Dice": 0.7937024972855592, + "FN": 838, + "FP": 302, + "IoU": 0.6579657965796579, + "TN": 39745467, + "TP": 2193, + "n_pred": 2495, + "n_ref": 3031 + }, + "12": { + "Dice": 0.8868602214905716, + "FN": 497, + "FP": 259, + "IoU": 0.7967195482656628, + "TN": 39745081, + "TP": 2963, + "n_pred": 3222, + "n_ref": 3460 + }, + "13": { + "Dice": 0.7855285111394641, + "FN": 11796, + "FP": 5686, + "IoU": 0.6468068771844758, + "TN": 39699303, + "TP": 32015, + "n_pred": 37701, + "n_ref": 43811 + }, + "14": { + "Dice": 0.1770783263012349, + "FN": 18413, + "FP": 120260, + "IoU": 0.09713984361266464, + "TN": 39595207, + "TP": 14920, + "n_pred": 135180, + "n_ref": 33333 + }, + "15": { + "Dice": 0.7791672063849503, + "FN": 12617, + "FP": 9546, + "IoU": 0.6382259802161209, + "TN": 39687538, + "TP": 39099, + "n_pred": 48645, + "n_ref": 51716 + }, + "2": { + "Dice": 0.9019362504613335, + "FN": 17650, + "FP": 4138, + "IoU": 0.8213878755584703, + "TN": 39626815, + "TP": 100197, + "n_pred": 104335, + "n_ref": 117847 + }, + "3": { + "Dice": 0.9227920951292793, + "FN": 3436, + "FP": 18458, + "IoU": 0.8566518041287737, + "TN": 39596067, + "TP": 130839, + "n_pred": 149297, + "n_ref": 134275 + }, + "4": { + "Dice": 0.8820656559221982, + "FN": 3003, + "FP": 2551, + "IoU": 0.789013827685762, + "TN": 39722476, + "TP": 20770, + "n_pred": 23321, + "n_ref": 23773 + }, + "5": { + "Dice": 0.8619411453211286, + "FN": 827, + "FP": 998, + "IoU": 0.7573783568199947, + "TN": 39741278, + "TP": 5697, + "n_pred": 6695, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9592634187738283, + "FN": 19159, + "FP": 58029, + "IoU": 0.921715865549423, + "TN": 38762802, + "TP": 908810, + "n_pred": 966839, + "n_ref": 927969 + }, + "7": { + "Dice": 0.8349237448862835, + "FN": 199407, + "FP": 11227, + "IoU": 0.7166258356237732, + "TN": 39005493, + "TP": 532673, + "n_pred": 543900, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9677570569652502, + "FN": 2051, + "FP": 1113, + "IoU": 0.937528382727506, + "TN": 39698153, + "TP": 47483, + "n_pred": 48596, + "n_ref": 49534 + }, + "9": { + "Dice": 0.9282589985734329, + "FN": 2262, + "FP": 3823, + "IoU": 0.8661225028601601, + "TN": 39703348, + "TP": 39367, + "n_pred": 43190, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9211603772173488, + "FN": 4600, + "FP": 11209, + "IoU": 0.853843664771414, + "TN": 101288443, + "TP": 92356, + "n_pred": 103565, + "n_ref": 96956 + }, + "10": { + "Dice": 0.8615134609478964, + "FN": 15062, + "FP": 6584, + "IoU": 0.7567181792638381, + "TN": 101307633, + "TP": 67329, + "n_pred": 73913, + "n_ref": 82391 + }, + "11": { + "Dice": 0.7237927620723793, + "FN": 2239, + "FP": 272, + "IoU": 0.5671435959317359, + "TN": 101390807, + "TP": 3290, + "n_pred": 3562, + "n_ref": 5529 + }, + "12": { + "Dice": 0.8404757022759893, + "FN": 1126, + "FP": 430, + "IoU": 0.7248452696728559, + "TN": 101390953, + "TP": 4099, + "n_pred": 4529, + "n_ref": 5225 + }, + "13": { + "Dice": 0.8890325360913596, + "FN": 8685, + "FP": 1615, + "IoU": 0.8002327385570209, + "TN": 101345048, + "TP": 41260, + "n_pred": 42875, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9831100390955441, + "FN": 3560, + "FP": 2350, + "IoU": 0.9667811433806791, + "TN": 101218697, + "TP": 172001, + "n_pred": 174351, + "n_ref": 175561 + }, + "15": { + "Dice": 0.8797565906679744, + "FN": 4899, + "FP": 1108, + "IoU": 0.7853262811807591, + "TN": 101368626, + "TP": 21975, + "n_pred": 23083, + "n_ref": 26874 + }, + "2": { + "Dice": 0.973286746073386, + "FN": 7363, + "FP": 2209, + "IoU": 0.9479635549176941, + "TN": 101212660, + "TP": 174376, + "n_pred": 176585, + "n_ref": 181739 + }, + "3": { + "Dice": 0.9818271105135661, + "FN": 3231, + "FP": 2838, + "IoU": 0.9643029397579023, + "TN": 101226594, + "TP": 163945, + "n_pred": 166783, + "n_ref": 167176 + }, + "4": { + "Dice": 0.8301734570391287, + "FN": 885, + "FP": 2904, + "IoU": 0.7096551724137931, + "TN": 101383558, + "TP": 9261, + "n_pred": 12165, + "n_ref": 10146 + }, + "5": { + "Dice": 0.7679272156497979, + "FN": 12097, + "FP": 3871, + "IoU": 0.623280722863142, + "TN": 101354221, + "TP": 26419, + "n_pred": 30290, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9760169391346988, + "FN": 47103, + "FP": 40543, + "IoU": 0.9531573093698743, + "TN": 99525537, + "TP": 1783425, + "n_pred": 1823968, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.8547083166000244, + "FN": 93894, + "FP": 30921, + "IoU": 0.7462800341505061, + "TN": 100904668, + "TP": 367125, + "n_pred": 398046, + "n_ref": 461019 + }, + "8": { + "Dice": 0.8396628187919463, + "FN": 60235, + "FP": 14422, + "IoU": 0.7236369155367012, + "TN": 101126467, + "TP": 195484, + "n_pred": 209906, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9388037819054985, + "FN": 5297, + "FP": 5305, + "IoU": 0.8846655933162177, + "TN": 101304684, + "TP": 81322, + "n_pred": 86627, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9576887575277562, + "FN": 14157, + "FP": 3766, + "IoU": 0.9188126525971526, + "TN": 73662743, + "TP": 202838, + "n_pred": 206604, + "n_ref": 216995 + }, + "10": { + "Dice": 0.202380209633142, + "FN": 62866, + "FP": 39408, + "IoU": 0.1125823217555033, + "TN": 73768255, + "TP": 12975, + "n_pred": 52383, + "n_ref": 75841 + }, + "11": { + "Dice": 0.7123490263741681, + "FN": 1924, + "FP": 1577, + "IoU": 0.5532159264931087, + "TN": 73875668, + "TP": 4335, + "n_pred": 5912, + "n_ref": 6259 + }, + "12": { + "Dice": 0.31596237121099, + "FN": 4483, + "FP": 98, + "IoU": 0.1876219187799255, + "TN": 73877865, + "TP": 1058, + "n_pred": 1156, + "n_ref": 5541 + }, + "13": { + "Dice": 0.021979333459308397, + "FN": 60134, + "FP": 38205, + "IoU": 0.011111781505168738, + "TN": 73784060, + "TP": 1105, + "n_pred": 39310, + "n_ref": 61239 + }, + "14": { + "Dice": 0.7663207025732359, + "FN": 7557, + "FP": 49518, + "IoU": 0.6211668657905217, + "TN": 73732844, + "TP": 93585, + "n_pred": 143103, + "n_ref": 101142 + }, + "15": { + "Dice": 0.8121771927798945, + "FN": 63904, + "FP": 9299, + "IoU": 0.6837528188911065, + "TN": 73652030, + "TP": 158271, + "n_pred": 167570, + "n_ref": 222175 + }, + "2": { + "Dice": 0.6242817501471536, + "FN": 101960, + "FP": 5276, + "IoU": 0.45378604973360637, + "TN": 73687178, + "TP": 89090, + "n_pred": 94366, + "n_ref": 191050 + }, + "3": { + "Dice": 0.7299341463254176, + "FN": 21102, + "FP": 102051, + "IoU": 0.574721495120553, + "TN": 73593922, + "TP": 166429, + "n_pred": 268480, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 25561, + "IoU": 0.0, + "TN": 73810055, + "TP": 0, + "n_pred": 25561, + "n_ref": 47888 + }, + "5": { + "Dice": 0.7274939172749392, + "FN": 5859, + "FP": 1085, + "IoU": 0.5717017208413002, + "TN": 73867291, + "TP": 9269, + "n_pred": 10354, + "n_ref": 15128 + }, + "6": { + "Dice": 0.798055221239121, + "FN": 156660, + "FP": 625085, + "IoU": 0.6639699554765403, + "TN": 71557090, + "TP": 1544669, + "n_pred": 2169754, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.451718825254318, + "FN": 87719, + "FP": 118330, + "IoU": 0.29175503301492806, + "TN": 73592575, + "TP": 84880, + "n_pred": 203210, + "n_ref": 172599 + }, + "8": { + "Dice": 0.883395351481802, + "FN": 9532, + "FP": 8925, + "IoU": 0.7911442538360567, + "TN": 73795132, + "TP": 69915, + "n_pred": 78840, + "n_ref": 79447 + }, + "9": { + "Dice": 0.8130642513053897, + "FN": 7731, + "FP": 30182, + "IoU": 0.685011174530379, + "TN": 73763141, + "TP": 82450, + "n_pred": 112632, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9619428682666077, + "FN": 4506, + "FP": 9961, + "IoU": 0.9266762289473551, + "TN": 69298473, + "TP": 182836, + "n_pred": 192797, + "n_ref": 187342 + }, + "10": { + "Dice": 0.7489063867016623, + "FN": 18681, + "FP": 14037, + "IoU": 0.5986013986013986, + "TN": 69414266, + "TP": 48792, + "n_pred": 62829, + "n_ref": 67473 + }, + "11": { + "Dice": 0.7931596091205212, + "FN": 539, + "FP": 985, + "IoU": 0.6572199730094467, + "TN": 69491330, + "TP": 2922, + "n_pred": 3907, + "n_ref": 3461 + }, + "12": { + "Dice": 0.7465590016516792, + "FN": 1118, + "FP": 263, + "IoU": 0.5956076134699854, + "TN": 69492361, + "TP": 2034, + "n_pred": 2297, + "n_ref": 3152 + }, + "13": { + "Dice": 0.6919119483392201, + "FN": 29334, + "FP": 13843, + "IoU": 0.5289490623056698, + "TN": 69404115, + "TP": 48484, + "n_pred": 62327, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9322044582162491, + "FN": 10542, + "FP": 9893, + "IoU": 0.8730177470670113, + "TN": 69334848, + "TP": 140493, + "n_pred": 150386, + "n_ref": 151035 + }, + "15": { + "Dice": 0.85232235733314, + "FN": 23448, + "FP": 999, + "IoU": 0.7426496131375335, + "TN": 69400781, + "TP": 70548, + "n_pred": 71547, + "n_ref": 93996 + }, + "2": { + "Dice": 0.9619767871113264, + "FN": 8130, + "FP": 3097, + "IoU": 0.9267391857589382, + "TN": 69342529, + "TP": 142020, + "n_pred": 145117, + "n_ref": 150150 + }, + "3": { + "Dice": 0.9480861344664074, + "FN": 14816, + "FP": 2460, + "IoU": 0.9012963566037628, + "TN": 69320747, + "TP": 157753, + "n_pred": 160213, + "n_ref": 172569 + }, + "4": { + "Dice": 0.6392042759100541, + "FN": 16908, + "FP": 5908, + "IoU": 0.4697283101308481, + "TN": 69452749, + "TP": 20211, + "n_pred": 26119, + "n_ref": 37119 + }, + "5": { + "Dice": 0.8902151983860122, + "FN": 3208, + "FP": 710, + "IoU": 0.8021511892137555, + "TN": 69475973, + "TP": 15885, + "n_pred": 16595, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9717533480614914, + "FN": 51353, + "FP": 29939, + "IoU": 0.9450586065410347, + "TN": 68016163, + "TP": 1398321, + "n_pred": 1428260, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.9335040310238909, + "FN": 12574, + "FP": 30225, + "IoU": 0.8753001025593212, + "TN": 69152560, + "TP": 300417, + "n_pred": 330642, + "n_ref": 312991 + }, + "8": { + "Dice": 0.9271422241914046, + "FN": 10214, + "FP": 2119, + "IoU": 0.8641799920708338, + "TN": 69404972, + "TP": 78471, + "n_pred": 80590, + "n_ref": 88685 + }, + "9": { + "Dice": 0.9178411524843731, + "FN": 6877, + "FP": 6280, + "IoU": 0.848157509030687, + "TN": 69409127, + "TP": 73492, + "n_pred": 79772, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8927079506334109, + "FN": 5593, + "FP": 41717, + "IoU": 0.8062082186394023, + "TN": 50589424, + "TP": 196818, + "n_pred": 238535, + "n_ref": 202411 + }, + "10": { + "Dice": 0.8631876076684124, + "FN": 13457, + "FP": 6318, + "IoU": 0.7593052411207672, + "TN": 50751394, + "TP": 62383, + "n_pred": 68701, + "n_ref": 75840 + }, + "11": { + "Dice": 0.8493193553434517, + "FN": 1301, + "FP": 625, + "IoU": 0.7381017133532771, + "TN": 50826198, + "TP": 5428, + "n_pred": 6053, + "n_ref": 6729 + }, + "12": { + "Dice": 0.5576538546989558, + "FN": 3789, + "FP": 193, + "IoU": 0.3866296980899569, + "TN": 50827060, + "TP": 2510, + "n_pred": 2703, + "n_ref": 6299 + }, + "13": { + "Dice": 0.6829937503175652, + "FN": 14658, + "FP": 16537, + "IoU": 0.5185956790123457, + "TN": 50768752, + "TP": 33605, + "n_pred": 50142, + "n_ref": 48263 + }, + "14": { + "Dice": 0.33493804645175135, + "FN": 25760, + "FP": 73430, + "IoU": 0.20115650696239742, + "TN": 50709385, + "TP": 24977, + "n_pred": 98407, + "n_ref": 50737 + }, + "15": { + "Dice": 0.7256352432525603, + "FN": 9497, + "FP": 9604, + "IoU": 0.569409377817854, + "TN": 50789192, + "TP": 25259, + "n_pred": 34863, + "n_ref": 34756 + }, + "2": { + "Dice": 0.970103875758593, + "FN": 8338, + "FP": 4219, + "IoU": 0.9419434182968158, + "TN": 50617263, + "TP": 203732, + "n_pred": 207951, + "n_ref": 212070 + }, + "3": { + "Dice": 0.9608117872207468, + "FN": 6330, + "FP": 9724, + "IoU": 0.9245791815239196, + "TN": 50620693, + "TP": 196805, + "n_pred": 206529, + "n_ref": 203135 + }, + "4": { + "Dice": 0.8180236931177134, + "FN": 564, + "FP": 7178, + "IoU": 0.692081294992642, + "TN": 50808409, + "TP": 17401, + "n_pred": 24579, + "n_ref": 17965 + }, + "5": { + "Dice": 0.866833860954652, + "FN": 2302, + "FP": 937, + "IoU": 0.7649662578912996, + "TN": 50819771, + "TP": 10542, + "n_pred": 11479, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9784520480067739, + "FN": 26224, + "FP": 69360, + "IoU": 0.9578131365225055, + "TN": 48567823, + "TP": 2170145, + "n_pred": 2239505, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.7924578310104692, + "FN": 16079, + "FP": 95114, + "IoU": 0.6562568590657141, + "TN": 50510075, + "TP": 212284, + "n_pred": 307398, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9605878030859663, + "FN": 4872, + "FP": 3174, + "IoU": 0.9241644517333032, + "TN": 50727454, + "TP": 98052, + "n_pred": 101226, + "n_ref": 102924 + }, + "9": { + "Dice": 0.905722851134279, + "FN": 13908, + "FP": 7162, + "IoU": 0.8276905462872097, + "TN": 50711272, + "TP": 101210, + "n_pred": 108372, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9774455545173578, + "FN": 7965, + "FP": 1449, + "IoU": 0.9558860741698766, + "TN": 76671458, + "TP": 203988, + "n_pred": 205437, + "n_ref": 211953 + }, + "10": { + "Dice": 0.7433249085216341, + "FN": 15697, + "FP": 18324, + "IoU": 0.5915012667651262, + "TN": 76801577, + "TP": 49262, + "n_pred": 67586, + "n_ref": 64959 + }, + "11": { + "Dice": 0.8082939250636595, + "FN": 652, + "FP": 402, + "IoU": 0.6782661782661783, + "TN": 76881584, + "TP": 2222, + "n_pred": 2624, + "n_ref": 2874 + }, + "12": { + "Dice": 0.7843841148754768, + "FN": 861, + "FP": 100, + "IoU": 0.6452565522332964, + "TN": 76882151, + "TP": 1748, + "n_pred": 1848, + "n_ref": 2609 + }, + "13": { + "Dice": 0.608630845053492, + "FN": 17467, + "FP": 15091, + "IoU": 0.4374330441994678, + "TN": 76826986, + "TP": 25316, + "n_pred": 40407, + "n_ref": 42783 + }, + "14": { + "Dice": 0.9122677290836654, + "FN": 9953, + "FP": 3810, + "IoU": 0.8386877483327277, + "TN": 76799541, + "TP": 71556, + "n_pred": 75366, + "n_ref": 81509 + }, + "15": { + "Dice": 0.7296198973356147, + "FN": 16136, + "FP": 1562, + "IoU": 0.5743319623830483, + "TN": 76843283, + "TP": 23879, + "n_pred": 25441, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9538676630107268, + "FN": 4969, + "FP": 4600, + "IoU": 0.9118040130141847, + "TN": 76776363, + "TP": 98928, + "n_pred": 103528, + "n_ref": 103897 + }, + "3": { + "Dice": 0.939851627182556, + "FN": 5688, + "FP": 6052, + "IoU": 0.8865283872339603, + "TN": 76781398, + "TP": 91722, + "n_pred": 97774, + "n_ref": 97410 + }, + "4": { + "Dice": 0.9596041861790935, + "FN": 1317, + "FP": 667, + "IoU": 0.9223452972719088, + "TN": 76859311, + "TP": 23565, + "n_pred": 24232, + "n_ref": 24882 + }, + "5": { + "Dice": 0.8583446579952113, + "FN": 2491, + "FP": 1887, + "IoU": 0.7518421947624986, + "TN": 76867218, + "TP": 13264, + "n_pred": 15151, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9738295872140181, + "FN": 21093, + "FP": 38564, + "IoU": 0.9489940219287146, + "TN": 75715252, + "TP": 1109951, + "n_pred": 1148515, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.8587527706522551, + "FN": 23230, + "FP": 22142, + "IoU": 0.7524686575958276, + "TN": 76701562, + "TP": 137926, + "n_pred": 160068, + "n_ref": 161156 + }, + "8": { + "Dice": 0.96391594121379, + "FN": 3618, + "FP": 1899, + "IoU": 0.9303453064831766, + "TN": 76805655, + "TP": 73688, + "n_pred": 75587, + "n_ref": 77306 + }, + "9": { + "Dice": 0.9231558603704527, + "FN": 10803, + "FP": 2676, + "IoU": 0.8572789936787268, + "TN": 76790417, + "TP": 80964, + "n_pred": 83640, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9195073401343618, + "FN": 13708, + "FP": 5702, + "IoU": 0.8510074841681059, + "TN": 130869657, + "TP": 110865, + "n_pred": 116567, + "n_ref": 124573 + }, + "10": { + "Dice": 0.7367089914318158, + "FN": 14744, + "FP": 15862, + "IoU": 0.5831664964249234, + "TN": 130926507, + "TP": 42819, + "n_pred": 58681, + "n_ref": 57563 + }, + "11": { + "Dice": 0.656733791176813, + "FN": 2747, + "FP": 202, + "IoU": 0.48890814558058926, + "TN": 130994162, + "TP": 2821, + "n_pred": 3023, + "n_ref": 5568 + }, + "12": { + "Dice": 0.7803486529318542, + "FN": 2378, + "FP": 394, + "IoU": 0.6398128898128899, + "TN": 130992236, + "TP": 4924, + "n_pred": 5318, + "n_ref": 7302 + }, + "13": { + "Dice": 0.6690226680012802, + "FN": 29291, + "FP": 19316, + "IoU": 0.5026551932305363, + "TN": 130902199, + "TP": 49126, + "n_pred": 68442, + "n_ref": 78417 + }, + "14": { + "Dice": 0.7700722731975832, + "FN": 348485, + "FP": 8401, + "IoU": 0.6261118083739993, + "TN": 130045406, + "TP": 597640, + "n_pred": 606041, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0812630401583102, + "FN": 21532, + "FP": 63894, + "IoU": 0.042352360880677994, + "TN": 130910728, + "TP": 3778, + "n_pred": 67672, + "n_ref": 25310 + }, + "2": { + "Dice": 0.8257540462785292, + "FN": 61996, + "FP": 4203, + "IoU": 0.7032206869962072, + "TN": 130776874, + "TP": 156859, + "n_pred": 161062, + "n_ref": 218855 + }, + "3": { + "Dice": 0.8929073950383297, + "FN": 19686, + "FP": 43486, + "IoU": 0.8065336097780582, + "TN": 130673405, + "TP": 263355, + "n_pred": 306841, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 1663, + "IoU": 0.0, + "TN": 130995989, + "TP": 0, + "n_pred": 1663, + "n_ref": 2280 + }, + "5": { + "Dice": 0.7420930576799724, + "FN": 8679, + "FP": 1775, + "IoU": 0.589942731623127, + "TN": 130974438, + "TP": 15040, + "n_pred": 16815, + "n_ref": 23719 + }, + "6": { + "Dice": 0.9163506968519869, + "FN": 50982, + "FP": 208638, + "IoU": 0.8456155457212755, + "TN": 129318286, + "TP": 1422026, + "n_pred": 1630664, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.6650462532706138, + "FN": 64525, + "FP": 76037, + "IoU": 0.49817924770799416, + "TN": 130719828, + "TP": 139542, + "n_pred": 215579, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9565376172499891, + "FN": 5538, + "FP": 5411, + "IoU": 0.9166958321286729, + "TN": 130868498, + "TP": 120485, + "n_pred": 125896, + "n_ref": 126023 + }, + "9": { + "Dice": 0.7962573556979151, + "FN": 8371, + "FP": 16627, + "IoU": 0.6614847114264821, + "TN": 130926086, + "TP": 48848, + "n_pred": 65475, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.963038300387698, + "FN": 2024, + "FP": 2228, + "IoU": 0.9287115432978456, + "TN": 74367053, + "TP": 55393, + "n_pred": 57621, + "n_ref": 57417 + }, + "10": { + "Dice": 0.7387853772668268, + "FN": 31253, + "FP": 2352, + "IoU": 0.5857729239340786, + "TN": 74345571, + "TP": 47522, + "n_pred": 49874, + "n_ref": 78775 + }, + "11": { + "Dice": 0.6493846556690233, + "FN": 1148, + "FP": 191, + "IoU": 0.48080651415277237, + "TN": 74424119, + "TP": 1240, + "n_pred": 1431, + "n_ref": 2388 + }, + "12": { + "Dice": 0.7373177243787226, + "FN": 662, + "FP": 617, + "IoU": 0.5839297332465843, + "TN": 74423624, + "TP": 1795, + "n_pred": 2412, + "n_ref": 2457 + }, + "13": { + "Dice": 0.4400753923269186, + "FN": 71106, + "FP": 10886, + "IoU": 0.2821132445518461, + "TN": 74312485, + "TP": 32221, + "n_pred": 43107, + "n_ref": 103327 + }, + "14": { + "Dice": 0.9242302092483184, + "FN": 17275, + "FP": 7913, + "IoU": 0.8591338195159053, + "TN": 74247890, + "TP": 153620, + "n_pred": 161533, + "n_ref": 170895 + }, + "15": { + "Dice": 0.7387844539268827, + "FN": 6203, + "FP": 5122, + "IoU": 0.5857717629846378, + "TN": 74399358, + "TP": 16015, + "n_pred": 21137, + "n_ref": 22218 + }, + "2": { + "Dice": 0.9403941955492404, + "FN": 8228, + "FP": 5783, + "IoU": 0.8874943791353505, + "TN": 74302162, + "TP": 110525, + "n_pred": 116308, + "n_ref": 118753 + }, + "3": { + "Dice": 0.9491649569384774, + "FN": 10678, + "FP": 2231, + "IoU": 0.9032482911620099, + "TN": 74293274, + "TP": 120515, + "n_pred": 122746, + "n_ref": 131193 + }, + "4": { + "Dice": 0.5714155084125823, + "FN": 17962, + "FP": 786, + "IoU": 0.39998719836139024, + "TN": 74395452, + "TP": 12498, + "n_pred": 13284, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9758099767356325, + "FN": 14712, + "FP": 28564, + "IoU": 0.9527626266319849, + "TN": 73510559, + "TP": 872863, + "n_pred": 901427, + "n_ref": 887575 + }, + "7": { + "Dice": 0.8933449558425682, + "FN": 21895, + "FP": 8816, + "IoU": 0.8072478958632766, + "TN": 74267369, + "TP": 128618, + "n_pred": 137434, + "n_ref": 150513 + }, + "8": { + "Dice": 0.9315217145570049, + "FN": 2028, + "FP": 4030, + "IoU": 0.8718209132072278, + "TN": 74379436, + "TP": 41204, + "n_pred": 45234, + "n_ref": 43232 + }, + "9": { + "Dice": 0.8805111085530103, + "FN": 3176, + "FP": 5128, + "IoU": 0.7865295629820052, + "TN": 74387798, + "TP": 30596, + "n_pred": 35724, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9798730864374574, + "FN": 3743, + "FP": 1871, + "IoU": 0.9605403733693207, + "TN": 106504416, + "TP": 136658, + "n_pred": 138529, + "n_ref": 140401 + }, + "10": { + "Dice": 0.8445572345095391, + "FN": 19306, + "FP": 10156, + "IoU": 0.7309381820838546, + "TN": 106537189, + "TP": 80037, + "n_pred": 90193, + "n_ref": 99343 + }, + "11": { + "Dice": 0.6414523449319214, + "FN": 2107, + "FP": 737, + "IoU": 0.47216035634743875, + "TN": 106641300, + "TP": 2544, + "n_pred": 3281, + "n_ref": 4651 + }, + "12": { + "Dice": 0.8434380776340111, + "FN": 907, + "FP": 787, + "IoU": 0.7292632251877896, + "TN": 106640431, + "TP": 4563, + "n_pred": 5350, + "n_ref": 5470 + }, + "13": { + "Dice": 0.6843379219197814, + "FN": 17901, + "FP": 3356, + "IoU": 0.5201471816519561, + "TN": 106602389, + "TP": 23042, + "n_pred": 26398, + "n_ref": 40943 + }, + "14": { + "Dice": 0.951801130256908, + "FN": 1623, + "FP": 5328, + "IoU": 0.9080348755672571, + "TN": 106571105, + "TP": 68632, + "n_pred": 73960, + "n_ref": 70255 + }, + "15": { + "Dice": 0.7192106187661336, + "FN": 3018, + "FP": 15365, + "IoU": 0.5615369937508944, + "TN": 106604762, + "TP": 23543, + "n_pred": 38908, + "n_ref": 26561 + }, + "2": { + "Dice": 0.8771183942070689, + "FN": 37926, + "FP": 3752, + "IoU": 0.7811316791387686, + "TN": 106456263, + "TP": 148747, + "n_pred": 152499, + "n_ref": 186673 + }, + "3": { + "Dice": 0.8804238796798612, + "FN": 4350, + "FP": 35347, + "IoU": 0.7863903701591162, + "TN": 106460849, + "TP": 146142, + "n_pred": 181489, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8622823812280155, + "FN": 400, + "FP": 2693, + "IoU": 0.7579054477144647, + "TN": 106633912, + "TP": 9683, + "n_pred": 12376, + "n_ref": 10083 + }, + "5": { + "Dice": 0.7610167326606208, + "FN": 1463, + "FP": 408, + "IoU": 0.6142268041237113, + "TN": 106641838, + "TP": 2979, + "n_pred": 3387, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9812681441522155, + "FN": 30577, + "FP": 16842, + "IoU": 0.963225149502769, + "TN": 105357247, + "TP": 1242022, + "n_pred": 1258864, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.9480488200212379, + "FN": 23919, + "FP": 10376, + "IoU": 0.9012289144828738, + "TN": 106299471, + "TP": 312922, + "n_pred": 323298, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9629842987108785, + "FN": 2493, + "FP": 2776, + "IoU": 0.9286111073475416, + "TN": 106572881, + "TP": 68538, + "n_pred": 71314, + "n_ref": 71031 + }, + "9": { + "Dice": 0.9296811266263733, + "FN": 7021, + "FP": 4788, + "IoU": 0.8686020117500445, + "TN": 106556816, + "TP": 78063, + "n_pred": 82851, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.974022444241418, + "FN": 6021, + "FP": 1912, + "IoU": 0.9493603819834542, + "TN": 107970272, + "TP": 148723, + "n_pred": 150635, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8812669716243553, + "FN": 8607, + "FP": 10938, + "IoU": 0.7877366174697814, + "TN": 108034849, + "TP": 72534, + "n_pred": 83472, + "n_ref": 81141 + }, + "11": { + "Dice": 0.7337078651685394, + "FN": 1078, + "FP": 344, + "IoU": 0.5794143744454303, + "TN": 108123547, + "TP": 1959, + "n_pred": 2303, + "n_ref": 3037 + }, + "12": { + "Dice": 0.8178051062692153, + "FN": 915, + "FP": 448, + "IoU": 0.6917684305744007, + "TN": 108122506, + "TP": 3059, + "n_pred": 3507, + "n_ref": 3974 + }, + "13": { + "Dice": 0.7396358429711198, + "FN": 27315, + "FP": 7962, + "IoU": 0.586842968237609, + "TN": 108041544, + "TP": 50107, + "n_pred": 58069, + "n_ref": 77422 + }, + "14": { + "Dice": 0.7992681532304173, + "FN": 4945, + "FP": 12609, + "IoU": 0.6656508323492438, + "TN": 108074426, + "TP": 34948, + "n_pred": 47557, + "n_ref": 39893 + }, + "15": { + "Dice": 0.7943529568637909, + "FN": 3402, + "FP": 8936, + "IoU": 0.6588602870019631, + "TN": 108090761, + "TP": 23829, + "n_pred": 32765, + "n_ref": 27231 + }, + "2": { + "Dice": 0.9569830706869269, + "FN": 13804, + "FP": 2072, + "IoU": 0.9175144178313503, + "TN": 107934458, + "TP": 176594, + "n_pred": 178666, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9658248168868604, + "FN": 10421, + "FP": 3012, + "IoU": 0.9339083287412422, + "TN": 107923680, + "TP": 189815, + "n_pred": 192827, + "n_ref": 200236 + }, + "4": { + "Dice": 0.9522322822354043, + "FN": 1284, + "FP": 1929, + "IoU": 0.9088200238379023, + "TN": 108091690, + "TP": 32025, + "n_pred": 33954, + "n_ref": 33309 + }, + "5": { + "Dice": 0.8485821294810059, + "FN": 705, + "FP": 427, + "IoU": 0.7369888475836431, + "TN": 108122624, + "TP": 3172, + "n_pred": 3599, + "n_ref": 3877 + }, + "6": { + "Dice": 0.982131081526645, + "FN": 25778, + "FP": 27116, + "IoU": 0.9648895488425845, + "TN": 106620425, + "TP": 1453609, + "n_pred": 1480725, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.9479498455527863, + "FN": 10109, + "FP": 16936, + "IoU": 0.9010500512220109, + "TN": 107853608, + "TP": 246275, + "n_pred": 263211, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9566549662135123, + "FN": 1336, + "FP": 2455, + "IoU": 0.9169114101608732, + "TN": 108081302, + "TP": 41835, + "n_pred": 44290, + "n_ref": 43171 + }, + "9": { + "Dice": 0.915384921108064, + "FN": 4158, + "FP": 6487, + "IoU": 0.8439721509710517, + "TN": 108058703, + "TP": 57580, + "n_pred": 64067, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8817903825398729, + "FN": 6841, + "FP": 24703, + "IoU": 0.788573420198933, + "TN": 62420964, + "TP": 117652, + "n_pred": 142355, + "n_ref": 124493 + }, + "10": { + "Dice": 0.8265507704464639, + "FN": 15214, + "FP": 3224, + "IoU": 0.7043771043771043, + "TN": 62507790, + "TP": 43932, + "n_pred": 47156, + "n_ref": 59146 + }, + "11": { + "Dice": 0.6025843050740624, + "FN": 1096, + "FP": 165, + "IoU": 0.43121335137573297, + "TN": 62567943, + "TP": 956, + "n_pred": 1121, + "n_ref": 2052 + }, + "12": { + "Dice": 0.7865889906075377, + "FN": 959, + "FP": 836, + "IoU": 0.6482461297276112, + "TN": 62565057, + "TP": 3308, + "n_pred": 4144, + "n_ref": 4267 + }, + "13": { + "Dice": 0.8584308173757544, + "FN": 7146, + "FP": 4254, + "IoU": 0.7519744142027283, + "TN": 62524197, + "TP": 34563, + "n_pred": 38817, + "n_ref": 41709 + }, + "14": { + "Dice": 0.9502292429654303, + "FN": 28944, + "FP": 5153, + "IoU": 0.9051778558298502, + "TN": 62210571, + "TP": 325492, + "n_pred": 330645, + "n_ref": 354436 + }, + "15": { + "Dice": 0.6737800571534124, + "FN": 29329, + "FP": 30717, + "IoU": 0.5080454873172969, + "TN": 62448104, + "TP": 62010, + "n_pred": 92727, + "n_ref": 91339 + }, + "2": { + "Dice": 0.8971870510272976, + "FN": 26818, + "FP": 5313, + "IoU": 0.8135441752502539, + "TN": 62397835, + "TP": 140194, + "n_pred": 145507, + "n_ref": 167012 + }, + "3": { + "Dice": 0.9282978170415046, + "FN": 9083, + "FP": 20436, + "IoU": 0.8661900962811191, + "TN": 62349556, + "TP": 191085, + "n_pred": 211521, + "n_ref": 200168 + }, + "4": { + "Dice": 0.9321245733788396, + "FN": 1631, + "FP": 1551, + "IoU": 0.8728776317366466, + "TN": 62545129, + "TP": 21849, + "n_pred": 23400, + "n_ref": 23480 + }, + "5": { + "Dice": 0.6751117734724292, + "FN": 3645, + "FP": 715, + "IoU": 0.5095613048368954, + "TN": 62561270, + "TP": 4530, + "n_pred": 5245, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9701484054660231, + "FN": 57813, + "FP": 28327, + "IoU": 0.9420273859021694, + "TN": 61084286, + "TP": 1399734, + "n_pred": 1428061, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.8561448032080505, + "FN": 12648, + "FP": 46077, + "IoU": 0.7484730633817899, + "TN": 62336686, + "TP": 174749, + "n_pred": 220826, + "n_ref": 187397 + }, + "8": { + "Dice": 0.9444456028413158, + "FN": 2182, + "FP": 5811, + "IoU": 0.8947389214459736, + "TN": 62494225, + "TP": 67942, + "n_pred": 73753, + "n_ref": 70124 + }, + "9": { + "Dice": 0.8859762117436886, + "FN": 2482, + "FP": 9645, + "IoU": 0.7952937999020948, + "TN": 62510919, + "TP": 47114, + "n_pred": 56759, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9177387075851592, + "FN": 16112, + "FP": 31322, + "IoU": 0.8479825657789315, + "TN": 55069218, + "TP": 264596, + "n_pred": 295918, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8389930824022059, + "FN": 15260, + "FP": 8271, + "IoU": 0.7226426214049977, + "TN": 55296408, + "TP": 61309, + "n_pred": 69580, + "n_ref": 76569 + }, + "11": { + "Dice": 0.7365189535504538, + "FN": 1568, + "FP": 406, + "IoU": 0.5829283752376928, + "TN": 55376515, + "TP": 2759, + "n_pred": 3165, + "n_ref": 4327 + }, + "12": { + "Dice": 0.8395275761187561, + "FN": 854, + "FP": 627, + "IoU": 0.7234360410830999, + "TN": 55375893, + "TP": 3874, + "n_pred": 4501, + "n_ref": 4728 + }, + "13": { + "Dice": 0.737870639464715, + "FN": 16660, + "FP": 10489, + "IoU": 0.5846236230110159, + "TN": 55315888, + "TP": 38211, + "n_pred": 48700, + "n_ref": 54871 + }, + "14": { + "Dice": 0.9381495854097525, + "FN": 5012, + "FP": 6878, + "IoU": 0.8835044677849193, + "TN": 55279184, + "TP": 90174, + "n_pred": 97052, + "n_ref": 95186 + }, + "15": { + "Dice": 0.778297318058849, + "FN": 17950, + "FP": 21878, + "IoU": 0.6370595150222805, + "TN": 55271511, + "TP": 69909, + "n_pred": 91787, + "n_ref": 87859 + }, + "2": { + "Dice": 0.9581583067798338, + "FN": 12091, + "FP": 3916, + "IoU": 0.9196774452540094, + "TN": 55181964, + "TP": 183277, + "n_pred": 187193, + "n_ref": 195368 + }, + "3": { + "Dice": 0.9595672249936984, + "FN": 10678, + "FP": 3919, + "IoU": 0.9222770063043108, + "TN": 55193440, + "TP": 173211, + "n_pred": 177130, + "n_ref": 183889 + }, + "4": { + "Dice": 0.9061054889082502, + "FN": 649, + "FP": 752, + "IoU": 0.8283298615365764, + "TN": 55373087, + "TP": 6760, + "n_pred": 7512, + "n_ref": 7409 + }, + "5": { + "Dice": 0.7050164194315479, + "FN": 2527, + "FP": 78, + "IoU": 0.5444211262679258, + "TN": 55375530, + "TP": 3113, + "n_pred": 3191, + "n_ref": 5640 + }, + "6": { + "Dice": 0.969473070324273, + "FN": 68347, + "FP": 21738, + "IoU": 0.9407547172293056, + "TN": 53860705, + "TP": 1430458, + "n_pred": 1452196, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.8416346808046317, + "FN": 44128, + "FP": 5218, + "IoU": 0.7265710280322046, + "TN": 55200777, + "TP": 131125, + "n_pred": 136343, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9593919376693767, + "FN": 1738, + "FP": 2098, + "IoU": 0.9219532044760936, + "TN": 55332098, + "TP": 45314, + "n_pred": 47412, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8971073783510612, + "FN": 4318, + "FP": 6371, + "IoU": 0.8134131652905546, + "TN": 55323961, + "TP": 46598, + "n_pred": 52969, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9790029935491125, + "FN": 10103, + "FP": 1849, + "IoU": 0.9588696023235647, + "TN": 110856027, + "TP": 278636, + "n_pred": 280485, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8622895393551343, + "FN": 12648, + "FP": 9591, + "IoU": 0.7579165079192293, + "TN": 111054750, + "TP": 69626, + "n_pred": 79217, + "n_ref": 82274 + }, + "11": { + "Dice": 0.8106017191977077, + "FN": 805, + "FP": 517, + "IoU": 0.6815225246928451, + "TN": 111142464, + "TP": 2829, + "n_pred": 3346, + "n_ref": 3634 + }, + "12": { + "Dice": 0.8144613690585428, + "FN": 885, + "FP": 126, + "IoU": 0.6869969040247678, + "TN": 111143385, + "TP": 2219, + "n_pred": 2345, + "n_ref": 3104 + }, + "13": { + "Dice": 0.7611307933792257, + "FN": 15437, + "FP": 14162, + "IoU": 0.6143754234196676, + "TN": 111069859, + "TP": 47157, + "n_pred": 61319, + "n_ref": 62594 + }, + "14": { + "Dice": 0.747562415886182, + "FN": 13898, + "FP": 4484, + "IoU": 0.5968859649122807, + "TN": 111101015, + "TP": 27218, + "n_pred": 31702, + "n_ref": 41116 + }, + "15": { + "Dice": 0.713965159897912, + "FN": 4523, + "FP": 12176, + "IoU": 0.555167820990943, + "TN": 111109075, + "TP": 20841, + "n_pred": 33017, + "n_ref": 25364 + }, + "2": { + "Dice": 0.8580893046829505, + "FN": 9270, + "FP": 39225, + "IoU": 0.7514504489728976, + "TN": 110951503, + "TP": 146617, + "n_pred": 185842, + "n_ref": 155887 + }, + "3": { + "Dice": 0.8732876322740789, + "FN": 52646, + "FP": 3047, + "IoU": 0.7750759264644115, + "TN": 110899007, + "TP": 191915, + "n_pred": 194962, + "n_ref": 244561 + }, + "4": { + "Dice": 0.9215461554490519, + "FN": 1148, + "FP": 1864, + "IoU": 0.8545068109361414, + "TN": 111125913, + "TP": 17690, + "n_pred": 19554, + "n_ref": 18838 + }, + "5": { + "Dice": 0.8150990540781724, + "FN": 200, + "FP": 1872, + "IoU": 0.6879048049405031, + "TN": 111139976, + "TP": 4567, + "n_pred": 6439, + "n_ref": 4767 + }, + "6": { + "Dice": 0.981240633332383, + "FN": 21038, + "FP": 39496, + "IoU": 0.963172134104682, + "TN": 109502914, + "TP": 1583167, + "n_pred": 1622663, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.4821258753752273, + "FN": 249167, + "FP": 29108, + "IoU": 0.31763231716886375, + "TN": 110738807, + "TP": 129533, + "n_pred": 158641, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9263846075267848, + "FN": 3465, + "FP": 8786, + "IoU": 0.8628644987966643, + "TN": 111057280, + "TP": 77084, + "n_pred": 85870, + "n_ref": 80549 + }, + "9": { + "Dice": 0.9131128597369724, + "FN": 6072, + "FP": 3402, + "IoU": 0.8401174564601053, + "TN": 111087359, + "TP": 49782, + "n_pred": 53184, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9760190707983398, + "FN": 6893, + "FP": 2704, + "IoU": 0.953161375338588, + "TN": 96916130, + "TP": 195298, + "n_pred": 198002, + "n_ref": 202191 + }, + "10": { + "Dice": 0.8775736737373601, + "FN": 9572, + "FP": 8516, + "IoU": 0.7818541432999264, + "TN": 97038108, + "TP": 64829, + "n_pred": 73345, + "n_ref": 74401 + }, + "11": { + "Dice": 0.7767468831545375, + "FN": 1233, + "FP": 307, + "IoU": 0.63498459350557, + "TN": 97116806, + "TP": 2679, + "n_pred": 2986, + "n_ref": 3912 + }, + "12": { + "Dice": 0.7712771709743701, + "FN": 1717, + "FP": 398, + "IoU": 0.6277063897201197, + "TN": 97115344, + "TP": 3566, + "n_pred": 3964, + "n_ref": 5283 + }, + "13": { + "Dice": 0.8106909028256375, + "FN": 13729, + "FP": 3851, + "IoU": 0.681648618304299, + "TN": 97065803, + "TP": 37642, + "n_pred": 41493, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9525699042184028, + "FN": 5113, + "FP": 7653, + "IoU": 0.9094353007945516, + "TN": 96980065, + "TP": 128194, + "n_pred": 135847, + "n_ref": 133307 + }, + "15": { + "Dice": 0.8988079700687375, + "FN": 6519, + "FP": 7437, + "IoU": 0.8162136536030341, + "TN": 97045089, + "TP": 61980, + "n_pred": 69417, + "n_ref": 68499 + }, + "2": { + "Dice": 0.9240111204649535, + "FN": 7693, + "FP": 18574, + "IoU": 0.8587552697238234, + "TN": 96935057, + "TP": 159701, + "n_pred": 178275, + "n_ref": 167394 + }, + "3": { + "Dice": 0.9210539941350631, + "FN": 24167, + "FP": 9377, + "IoU": 0.8536608774937724, + "TN": 96891804, + "TP": 195677, + "n_pred": 205054, + "n_ref": 219844 + }, + "4": { + "Dice": 0.9210460075513914, + "FN": 767, + "FP": 2056, + "IoU": 0.8536471564103894, + "TN": 97101736, + "TP": 16466, + "n_pred": 18522, + "n_ref": 17233 + }, + "5": { + "Dice": 0.802846975088968, + "FN": 2306, + "FP": 2680, + "IoU": 0.6706302021403091, + "TN": 97105887, + "TP": 10152, + "n_pred": 12832, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9817301802138378, + "FN": 30725, + "FP": 27224, + "IoU": 0.9641159554547166, + "TN": 95506129, + "TP": 1556947, + "n_pred": 1584171, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.8759745934976076, + "FN": 60661, + "FP": 14692, + "IoU": 0.779319211496616, + "TN": 96779568, + "TP": 266104, + "n_pred": 280796, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9590808466308061, + "FN": 4362, + "FP": 3808, + "IoU": 0.921378805958659, + "TN": 97017109, + "TP": 95746, + "n_pred": 99554, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9254336249117779, + "FN": 8904, + "FP": 5042, + "IoU": 0.8612158786708729, + "TN": 97020538, + "TP": 86541, + "n_pred": 91583, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.974698594934605, + "FN": 6541, + "FP": 3354, + "IoU": 0.9506459175021198, + "TN": 78855915, + "TP": 190595, + "n_pred": 193949, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8233169241989152, + "FN": 20761, + "FP": 10249, + "IoU": 0.6996930109140915, + "TN": 78953144, + "TP": 72251, + "n_pred": 82500, + "n_ref": 93012 + }, + "11": { + "Dice": 0.7473943528519993, + "FN": 1037, + "FP": 296, + "IoU": 0.5966717095310136, + "TN": 79053100, + "TP": 1972, + "n_pred": 2268, + "n_ref": 3009 + }, + "12": { + "Dice": 0.625963808025177, + "FN": 1015, + "FP": 1362, + "IoU": 0.4555657352267522, + "TN": 79052039, + "TP": 1989, + "n_pred": 3351, + "n_ref": 3004 + }, + "13": { + "Dice": 0.7778650395698665, + "FN": 20409, + "FP": 5330, + "IoU": 0.6364804745427582, + "TN": 78985600, + "TP": 45066, + "n_pred": 50396, + "n_ref": 65475 + }, + "14": { + "Dice": 0.6079692307692308, + "FN": 18119, + "FP": 7363, + "IoU": 0.43674985079905393, + "TN": 79011164, + "TP": 19759, + "n_pred": 27122, + "n_ref": 37878 + }, + "15": { + "Dice": 0.6380403597174338, + "FN": 12068, + "FP": 17958, + "IoU": 0.4684722959815897, + "TN": 78999915, + "TP": 26464, + "n_pred": 44422, + "n_ref": 38532 + }, + "2": { + "Dice": 0.9497507326813692, + "FN": 5967, + "FP": 5332, + "IoU": 0.9043098264721077, + "TN": 78938326, + "TP": 106780, + "n_pred": 112112, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9551985976385717, + "FN": 8039, + "FP": 2593, + "IoU": 0.9142393908351012, + "TN": 78932432, + "TP": 113341, + "n_pred": 115934, + "n_ref": 121380 + }, + "4": { + "Dice": 0.8862654765332566, + "FN": 787, + "FP": 1188, + "IoU": 0.795760082730093, + "TN": 79046735, + "TP": 7695, + "n_pred": 8883, + "n_ref": 8482 + }, + "5": { + "Dice": 0.8484318865909312, + "FN": 589, + "FP": 972, + "IoU": 0.7367622259696459, + "TN": 79050475, + "TP": 4369, + "n_pred": 5341, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9801910134656487, + "FN": 26997, + "FP": 25210, + "IoU": 0.961151574861742, + "TN": 77712541, + "TP": 1291657, + "n_pred": 1316867, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.9085397561955306, + "FN": 74745, + "FP": 5632, + "IoU": 0.8324075579964887, + "TN": 78576807, + "TP": 399221, + "n_pred": 404853, + "n_ref": 473966 + }, + "8": { + "Dice": 0.9451879581968492, + "FN": 1229, + "FP": 2285, + "IoU": 0.8960724003312434, + "TN": 79022593, + "TP": 30298, + "n_pred": 32583, + "n_ref": 31527 + }, + "9": { + "Dice": 0.9282110814916731, + "FN": 6526, + "FP": 3492, + "IoU": 0.866039073051362, + "TN": 78981622, + "TP": 64765, + "n_pred": 68257, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9540294269820025, + "FN": 10305, + "FP": 11197, + "IoU": 0.912099681953086, + "TN": 122467322, + "TP": 223116, + "n_pred": 234313, + "n_ref": 233421 + }, + "10": { + "Dice": 0.8193759395246305, + "FN": 25092, + "FP": 12517, + "IoU": 0.6940193470178093, + "TN": 122589027, + "TP": 85304, + "n_pred": 97821, + "n_ref": 110396 + }, + "11": { + "Dice": 0.8193154682939772, + "FN": 1094, + "FP": 268, + "IoU": 0.6939325842696629, + "TN": 122707490, + "TP": 3088, + "n_pred": 3356, + "n_ref": 4182 + }, + "12": { + "Dice": 0.5389848246991105, + "FN": 3715, + "FP": 690, + "IoU": 0.36891117478510027, + "TN": 122704960, + "TP": 2575, + "n_pred": 3265, + "n_ref": 6290 + }, + "13": { + "Dice": 0.5579308462022387, + "FN": 30298, + "FP": 6945, + "IoU": 0.38689604082640544, + "TN": 122651195, + "TP": 23502, + "n_pred": 30447, + "n_ref": 53800 + }, + "14": { + "Dice": 0.7932742188189138, + "FN": 13268, + "FP": 35947, + "IoU": 0.6573773687361635, + "TN": 122568298, + "TP": 94427, + "n_pred": 130374, + "n_ref": 107695 + }, + "15": { + "Dice": 0.860929897671983, + "FN": 11630, + "FP": 1118, + "IoU": 0.7558181853008217, + "TN": 122659733, + "TP": 39459, + "n_pred": 40577, + "n_ref": 51089 + }, + "2": { + "Dice": 0.6609874022421698, + "FN": 68312, + "FP": 2086, + "IoU": 0.4936379264459422, + "TN": 122572913, + "TP": 68629, + "n_pred": 70715, + "n_ref": 136941 + }, + "3": { + "Dice": 0.7747949921156051, + "FN": 3635, + "FP": 79056, + "IoU": 0.6323798769427749, + "TN": 122487004, + "TP": 142245, + "n_pred": 221301, + "n_ref": 145880 + }, + "4": { + "Dice": 0.8661364660724931, + "FN": 5903, + "FP": 12511, + "IoU": 0.7638806965352756, + "TN": 122633954, + "TP": 59572, + "n_pred": 72083, + "n_ref": 65475 + }, + "5": { + "Dice": 0.7583384489461837, + "FN": 6091, + "FP": 995, + "IoU": 0.6107448912326962, + "TN": 122693736, + "TP": 11118, + "n_pred": 12113, + "n_ref": 17209 + }, + "6": { + "Dice": 0.98000440988402, + "FN": 44098, + "FP": 23916, + "IoU": 0.9607927910478391, + "TN": 120977208, + "TP": 1666718, + "n_pred": 1690634, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.6649755286244424, + "FN": 161609, + "FP": 246093, + "IoU": 0.4980998797267569, + "TN": 121899623, + "TP": 404615, + "n_pred": 650708, + "n_ref": 566224 + }, + "8": { + "Dice": 0.9624808687413454, + "FN": 4388, + "FP": 5908, + "IoU": 0.927675297489428, + "TN": 122569582, + "TP": 132062, + "n_pred": 137970, + "n_ref": 136450 + }, + "9": { + "Dice": 0.903051197384877, + "FN": 6511, + "FP": 8140, + "IoU": 0.8232391477450957, + "TN": 122629054, + "TP": 68235, + "n_pred": 76375, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/loop_001/summary_cross_val.json b/nnActive_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/loop_001/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..85b22c29cc275e99dd51c497c054d867dac640dc --- /dev/null +++ b/nnActive_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/loop_001/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.6062892486917959, + "FN": 654.0222222222222, + "FP": 851.0488888888889, + "IoU": 0.536904035705218, + "TN": 471334.6733333334, + "TP": 6127.722222222222, + "n_pred": 6978.771111111111, + "n_ref": 6781.744444444443 + }, + "mean": { + "1": { + "Dice": 0.5600995628230813, + "FN": 343.8666666666667, + "FP": 506.2, + "IoU": 0.5018494312719889, + "TN": 472273.4, + "TP": 5844.0, + "n_pred": 6350.2, + "n_ref": 6187.866666666667 + }, + "10": { + "Dice": 0.46357654301153794, + "FN": 1469.1, + "FP": 842.6, + "IoU": 0.38762545934501685, + "TN": 472950.4, + "TP": 3705.366666666667, + "n_pred": 4547.966666666666, + "n_ref": 5174.466666666666 + }, + "11": { + "Dice": 0.6041832086240873, + "FN": 69.86666666666666, + "FP": 79.66666666666667, + "IoU": 0.46733137211493336, + "TN": 478563.0333333333, + "TP": 254.9, + "n_pred": 334.56666666666666, + "n_ref": 324.76666666666665 + }, + "12": { + "Dice": 0.6367634636766623, + "FN": 250.53333333333333, + "FP": 91.16666666666667, + "IoU": 0.4975640397106724, + "TN": 478118.4, + "TP": 507.3666666666667, + "n_pred": 598.5333333333333, + "n_ref": 757.9 + }, + "13": { + "Dice": 0.3474543381133894, + "FN": 998.1333333333333, + "FP": 1084.9666666666667, + "IoU": 0.27502309921673745, + "TN": 475245.8, + "TP": 1638.5666666666666, + "n_pred": 2723.5333333333333, + "n_ref": 2636.7 + }, + "14": { + "Dice": 0.46146964435045357, + "FN": 65.0, + "FP": 3592.9, + "IoU": 0.40010399311201433, + "TN": 474936.8, + "TP": 372.76666666666665, + "n_pred": 3965.6666666666665, + "n_ref": 437.76666666666665 + }, + "15": { + "Dice": 0.20619824081029395, + "FN": 220.7, + "FP": 1293.9, + "IoU": 0.17423881559945048, + "TN": 476832.5333333333, + "TP": 620.3333333333334, + "n_pred": 1914.2333333333333, + "n_ref": 841.0333333333333 + }, + "2": { + "Dice": 0.7801910731789885, + "FN": 253.2, + "FP": 75.76666666666667, + "IoU": 0.7357942524285016, + "TN": 475554.76666666666, + "TP": 3083.733333333333, + "n_pred": 3159.5, + "n_ref": 3336.9333333333334 + }, + "3": { + "Dice": 0.6911577651734837, + "FN": 187.23333333333332, + "FP": 295.3666666666667, + "IoU": 0.6574328436888088, + "TN": 473516.4, + "TP": 4968.466666666666, + "n_pred": 5263.833333333333, + "n_ref": 5155.7 + }, + "4": { + "Dice": 0.4924284563538353, + "FN": 502.96666666666664, + "FP": 337.53333333333336, + "IoU": 0.42714392686973773, + "TN": 475198.7, + "TP": 2928.266666666667, + "n_pred": 3265.8, + "n_ref": 3431.233333333333 + }, + "5": { + "Dice": 0.812987733974479, + "FN": 236.26666666666668, + "FP": 312.56666666666666, + "IoU": 0.7044539599285623, + "TN": 477382.6, + "TP": 1036.0333333333333, + "n_pred": 1348.6, + "n_ref": 1272.3 + }, + "6": { + "Dice": 0.8777387875581233, + "FN": 3386.9666666666667, + "FP": 2111.633333333333, + "IoU": 0.830455685949852, + "TN": 429106.26666666666, + "TP": 44362.6, + "n_pred": 46474.23333333333, + "n_ref": 47749.566666666666 + }, + "7": { + "Dice": 0.5086560399745326, + "FN": 1183.4666666666667, + "FP": 1601.9, + "IoU": 0.4540511762193091, + "TN": 464077.93333333335, + "TP": 12104.166666666666, + "n_pred": 13706.066666666668, + "n_ref": 13287.633333333333 + }, + "8": { + "Dice": 0.9444697774324163, + "FN": 237.93333333333334, + "FP": 292.3333333333333, + "IoU": 0.9022085393989528, + "TN": 470933.6, + "TP": 7503.6, + "n_pred": 7795.933333333333, + "n_ref": 7741.533333333334 + }, + "9": { + "Dice": 0.7069640953215766, + "FN": 405.1, + "FP": 247.23333333333332, + "IoU": 0.6382839407237325, + "TN": 475329.4666666667, + "TP": 2985.6666666666665, + "n_pred": 3232.9, + "n_ref": 3390.766666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9330332020258864, + "FN": 206, + "FP": 151, + "IoU": 0.8744725738396625, + "TN": 522852, + "TP": 2487, + "n_pred": 2638, + "n_ref": 2693 + }, + "10": { + "Dice": 0.7592214081318197, + "FN": 4494, + "FP": 3163, + "IoU": 0.6118911247402301, + "TN": 505967, + "TP": 12072, + "n_pred": 15235, + "n_ref": 16566 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7178243105209398, + "FN": 1524, + "FP": 686, + "IoU": 0.5598486357299343, + "TN": 520675, + "TP": 2811, + "n_pred": 3497, + "n_ref": 4335 + }, + "13": { + "Dice": 0.2718730695451442, + "FN": 19408, + "FP": 2987, + "IoU": 0.15732239614689947, + "TN": 499120, + "TP": 4181, + "n_pred": 7168, + "n_ref": 23589 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9636412604363048, + "FN": 1807, + "FP": 488, + "IoU": 0.9298336798336798, + "TN": 492988, + "TP": 30413, + "n_pred": 30901, + "n_ref": 32220 + }, + "4": { + "Dice": 0.8322021116138764, + "FN": 1241, + "FP": 1429, + "IoU": 0.7126251210849209, + "TN": 516405, + "TP": 6621, + "n_pred": 8050, + "n_ref": 7862 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9676024556582248, + "FN": 1115, + "FP": 4025, + "IoU": 0.9372382382749063, + "TN": 443799, + "TP": 76757, + "n_pred": 80782, + "n_ref": 77872 + }, + "7": { + "Dice": 0.8988380913754385, + "FN": 5549, + "FP": 7920, + "IoU": 0.8162633345155922, + "TN": 452390, + "TP": 59837, + "n_pred": 67757, + "n_ref": 65386 + }, + "8": { + "Dice": 0.6986027944111777, + "FN": 53, + "FP": 98, + "IoU": 0.5368098159509203, + "TN": 525370, + "TP": 175, + "n_pred": 273, + "n_ref": 228 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7614521360553658, + "FN": 6527, + "FP": 7226, + "IoU": 0.6147942749908971, + "TN": 489993, + "TP": 21950, + "n_pred": 29176, + "n_ref": 28477 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8316959914079035, + "FN": 3133, + "FP": 7523, + "IoU": 0.7118831958902258, + "TN": 488711, + "TP": 26329, + "n_pred": 33852, + "n_ref": 29462 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8717774762550882, + "FN": 326, + "FP": 52, + "IoU": 0.7726999398677089, + "TN": 524033, + "TP": 1285, + "n_pred": 1337, + "n_ref": 1611 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9245794899620184, + "FN": 259, + "FP": 297, + "IoU": 0.8597376387487387, + "TN": 521732, + "TP": 3408, + "n_pred": 3705, + "n_ref": 3667 + }, + "7": { + "Dice": 0.0, + "FN": 1706, + "FP": 0, + "IoU": 0.0, + "TN": 523990, + "TP": 0, + "n_pred": 0, + "n_ref": 1706 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8946494081816294, + "FN": 891, + "FP": 2153, + "IoU": 0.8093806750579248, + "TN": 509727, + "TP": 12925, + "n_pred": 15078, + "n_ref": 13816 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8255871514218139, + "FN": 2890, + "FP": 281, + "IoU": 0.7029786436867741, + "TN": 515020, + "TP": 7505, + "n_pred": 7786, + "n_ref": 10395 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9777461905103445, + "FN": 1892, + "FP": 1521, + "IoU": 0.956461283326955, + "TN": 447306, + "TP": 74977, + "n_pred": 76498, + "n_ref": 76869 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 525672, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "14": { + "Dice": 0.48534201954397393, + "FN": 299, + "FP": 17, + "IoU": 0.3204301075268817, + "TN": 525231, + "TP": 149, + "n_pred": 166, + "n_ref": 448 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 525671, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.43669724770642204, + "FN": 41, + "FP": 266, + "IoU": 0.2793427230046948, + "TN": 525270, + "TP": 119, + "n_pred": 385, + "n_ref": 160 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9336311950263801, + "FN": 15144, + "FP": 3335, + "IoU": 0.8755237312568203, + "TN": 377242, + "TP": 129975, + "n_pred": 133310, + "n_ref": 145119 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 36, + "IoU": 0.0, + "TN": 525660, + "TP": 0, + "n_pred": 36, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 142, + "FP": 0, + "IoU": 0.0, + "TN": 525554, + "TP": 0, + "n_pred": 0, + "n_ref": 142 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9104304611773569, + "FN": 11447, + "FP": 917, + "IoU": 0.8355872927221712, + "TN": 450495, + "TP": 62837, + "n_pred": 63754, + "n_ref": 74284 + }, + "7": { + "Dice": 0.3444639718804921, + "FN": 288, + "FP": 85, + "IoU": 0.208067940552017, + "TN": 525225, + "TP": 98, + "n_pred": 183, + "n_ref": 386 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9699734130940512, + "FN": 1789, + "FP": 1825, + "IoU": 0.9416974526916935, + "TN": 288477, + "TP": 58373, + "n_pred": 60198, + "n_ref": 60162 + }, + "10": { + "Dice": 0.6323050102326991, + "FN": 1865, + "FP": 2986, + "IoU": 0.4623143427178009, + "TN": 341442, + "TP": 4171, + "n_pred": 7157, + "n_ref": 6036 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9329084199932909, + "FN": 251, + "FP": 149, + "IoU": 0.8742533794404276, + "TN": 347283, + "TP": 2781, + "n_pred": 2930, + "n_ref": 3032 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.714827295703454, + "FN": 508, + "FP": 846, + "IoU": 0.5562110783349722, + "TN": 347413, + "TP": 1697, + "n_pred": 2543, + "n_ref": 2205 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9584464043419267, + "FN": 328, + "FP": 162, + "IoU": 0.9202084351082885, + "TN": 519555, + "TP": 5651, + "n_pred": 5813, + "n_ref": 5979 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.908620843362753, + "FN": 516, + "FP": 509, + "IoU": 0.8325437020094756, + "TN": 519575, + "TP": 5096, + "n_pred": 5605, + "n_ref": 5612 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8266666666666667, + "FN": 39, + "FP": 0, + "IoU": 0.7045454545454546, + "TN": 525564, + "TP": 93, + "n_pred": 93, + "n_ref": 132 + }, + "8": { + "Dice": 0.9801361090881695, + "FN": 1229, + "FP": 353, + "IoU": 0.9610459962572638, + "TN": 485084, + "TP": 39030, + "n_pred": 39383, + "n_ref": 40259 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8900488297693214, + "FN": 2153, + "FP": 3071, + "IoU": 0.8018810679611651, + "TN": 324096, + "TP": 21144, + "n_pred": 24215, + "n_ref": 23297 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9648878832753268, + "FN": 1456, + "FP": 3215, + "IoU": 0.9321578481067813, + "TN": 281613, + "TP": 64180, + "n_pred": 67395, + "n_ref": 65636 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 441, + "IoU": 0.0, + "TN": 350023, + "TP": 0, + "n_pred": 441, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8786279683377308, + "FN": 1, + "FP": 91, + "IoU": 0.7835294117647059, + "TN": 525271, + "TP": 333, + "n_pred": 424, + "n_ref": 334 + }, + "10": { + "Dice": 0.8440482963524876, + "FN": 1141, + "FP": 1326, + "IoU": 0.7301760909985782, + "TN": 516553, + "TP": 6676, + "n_pred": 8002, + "n_ref": 7817 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6059800664451828, + "FN": 2085, + "FP": 287, + "IoU": 0.43469971401334606, + "TN": 521500, + "TP": 1824, + "n_pred": 2111, + "n_ref": 3909 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 525675, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9670276189317435, + "FN": 460, + "FP": 353, + "IoU": 0.9361601884570082, + "TN": 512961, + "TP": 11922, + "n_pred": 12275, + "n_ref": 12382 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9442473390775469, + "FN": 158, + "FP": 62, + "IoU": 0.8943831012962074, + "TN": 523613, + "TP": 1863, + "n_pred": 1925, + "n_ref": 2021 + }, + "7": { + "Dice": 0.9426763896266963, + "FN": 1103, + "FP": 84, + "IoU": 0.8915684662464602, + "TN": 514749, + "TP": 9760, + "n_pred": 9844, + "n_ref": 10863 + }, + "8": { + "Dice": 0.926655871084956, + "FN": 17, + "FP": 1840, + "IoU": 0.8633352958492788, + "TN": 512108, + "TP": 11731, + "n_pred": 13571, + "n_ref": 11748 + }, + "9": { + "Dice": 0.7480600103466115, + "FN": 271, + "FP": 216, + "IoU": 0.5975206611570248, + "TN": 524486, + "TP": 723, + "n_pred": 939, + "n_ref": 994 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 525659, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 525675, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1941, + "IoU": 0.0, + "TN": 523755, + "TP": 0, + "n_pred": 1941, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 219, + "IoU": 0.0, + "TN": 525477, + "TP": 0, + "n_pred": 219, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9699177087735873, + "FN": 4159, + "FP": 681, + "IoU": 0.941592450462192, + "TN": 618062, + "TP": 78026, + "n_pred": 78707, + "n_ref": 82185 + }, + "10": { + "Dice": 0.8391908936607546, + "FN": 8154, + "FP": 2173, + "IoU": 0.7229361736377539, + "TN": 663655, + "TP": 26946, + "n_pred": 29119, + "n_ref": 35100 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6705864149775645, + "FN": 1823, + "FP": 306, + "IoU": 0.5044227188081937, + "TN": 696632, + "TP": 2167, + "n_pred": 2473, + "n_ref": 3990 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 6494, + "IoU": 0.0, + "TN": 694434, + "TP": 0, + "n_pred": 6494, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9720907014385769, + "FN": 423, + "FP": 1422, + "IoU": 0.9456969625618084, + "TN": 666952, + "TP": 32131, + "n_pred": 33553, + "n_ref": 32554 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9631301880949765, + "FN": 929, + "FP": 2762, + "IoU": 0.9288824662813102, + "TN": 649028, + "TP": 48209, + "n_pred": 50971, + "n_ref": 49138 + }, + "7": { + "Dice": 0.8976345466214358, + "FN": 3268, + "FP": 1198, + "IoU": 0.8142803676134237, + "TN": 676881, + "TP": 19581, + "n_pred": 20779, + "n_ref": 22849 + }, + "8": { + "Dice": 0.967604659822331, + "FN": 148, + "FP": 461, + "IoU": 0.937242374278648, + "TN": 691224, + "TP": 9095, + "n_pred": 9556, + "n_ref": 9243 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.23255813953488372, + "FN": 29, + "FP": 1291, + "IoU": 0.13157894736842105, + "TN": 524176, + "TP": 200, + "n_pred": 1491, + "n_ref": 229 + }, + "10": { + "Dice": 0.7736603729192401, + "FN": 6040, + "FP": 1656, + "IoU": 0.6308695860712744, + "TN": 504847, + "TP": 13153, + "n_pred": 14809, + "n_ref": 19193 + }, + "11": { + "Dice": 0.5043478260869565, + "FN": 29, + "FP": 28, + "IoU": 0.3372093023255814, + "TN": 525610, + "TP": 29, + "n_pred": 57, + "n_ref": 58 + }, + "12": { + "Dice": 0.4713375796178344, + "FN": 79, + "FP": 4, + "IoU": 0.30833333333333335, + "TN": 525576, + "TP": 37, + "n_pred": 41, + "n_ref": 116 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9592688667090412, + "FN": 1394, + "FP": 977, + "IoU": 0.9217259251923013, + "TN": 495405, + "TP": 27920, + "n_pred": 28897, + "n_ref": 29314 + }, + "3": { + "Dice": 0.9743721828718609, + "FN": 586, + "FP": 210, + "IoU": 0.9500251130085384, + "TN": 509768, + "TP": 15132, + "n_pred": 15342, + "n_ref": 15718 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9472152950955943, + "FN": 192, + "FP": 316, + "IoU": 0.8997236478484011, + "TN": 520630, + "TP": 4558, + "n_pred": 4874, + "n_ref": 4750 + }, + "6": { + "Dice": 0.9676608826746282, + "FN": 4878, + "FP": 6062, + "IoU": 0.9373478796208802, + "TN": 351081, + "TP": 163675, + "n_pred": 169737, + "n_ref": 168553 + }, + "7": { + "Dice": 0.9775179283376004, + "FN": 1549, + "FP": 216, + "IoU": 0.9560245166434124, + "TN": 485560, + "TP": 38371, + "n_pred": 38587, + "n_ref": 39920 + }, + "8": { + "Dice": 0.9809504301515772, + "FN": 333, + "FP": 225, + "IoU": 0.9626130653266332, + "TN": 510771, + "TP": 14367, + "n_pred": 14592, + "n_ref": 14700 + }, + "9": { + "Dice": 0.8562395936518642, + "FN": 5084, + "FP": 1737, + "IoU": 0.7486179700744453, + "TN": 498562, + "TP": 20313, + "n_pred": 22050, + "n_ref": 25397 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 3, + "FP": 0, + "IoU": 0.0, + "TN": 350461, + "TP": 0, + "n_pred": 0, + "n_ref": 3 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9762098279990334, + "FN": 2135, + "FP": 31, + "IoU": 0.9535252971720379, + "TN": 303858, + "TP": 44440, + "n_pred": 44471, + "n_ref": 46575 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4431932435149809, + "FN": 2761, + "FP": 8, + "IoU": 0.28468096099199175, + "TN": 521825, + "TP": 1102, + "n_pred": 1110, + "n_ref": 3863 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 57, + "IoU": 0.0, + "TN": 525639, + "TP": 0, + "n_pred": 57, + "n_ref": 0 + }, + "11": { + "Dice": 0.2979310344827586, + "FN": 882, + "FP": 136, + "IoU": 0.17504051863857376, + "TN": 524462, + "TP": 216, + "n_pred": 352, + "n_ref": 1098 + }, + "12": { + "Dice": 0.4778846153846154, + "FN": 795, + "FP": 291, + "IoU": 0.3139608338597599, + "TN": 524113, + "TP": 497, + "n_pred": 788, + "n_ref": 1292 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9020515961111536, + "FN": 4610, + "FP": 508, + "IoU": 0.821579222590204, + "TN": 497011, + "TP": 23567, + "n_pred": 24075, + "n_ref": 28177 + }, + "3": { + "Dice": 0.0, + "FN": 5, + "FP": 0, + "IoU": 0.0, + "TN": 525691, + "TP": 0, + "n_pred": 0, + "n_ref": 5 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8202860368837034, + "FN": 658, + "FP": 1252, + "IoU": 0.6953262083266869, + "TN": 519427, + "TP": 4359, + "n_pred": 5611, + "n_ref": 5017 + }, + "6": { + "Dice": 0.9597773210894618, + "FN": 2180, + "FP": 5551, + "IoU": 0.9226652528809219, + "TN": 425728, + "TP": 92237, + "n_pred": 97788, + "n_ref": 94417 + }, + "7": { + "Dice": 0.8644990631544142, + "FN": 4844, + "FP": 1303, + "IoU": 0.7613371641559248, + "TN": 499940, + "TP": 19609, + "n_pred": 20912, + "n_ref": 24453 + }, + "8": { + "Dice": 0.9547863848266173, + "FN": 360, + "FP": 1056, + "IoU": 0.9134844504185251, + "TN": 509329, + "TP": 14951, + "n_pred": 16007, + "n_ref": 15311 + }, + "9": { + "Dice": 0.9532167690542092, + "FN": 1119, + "FP": 267, + "IoU": 0.9106152457113376, + "TN": 510190, + "TP": 14120, + "n_pred": 14387, + "n_ref": 15239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 5, + "FP": 44, + "IoU": 0.0, + "TN": 700879, + "TP": 0, + "n_pred": 44, + "n_ref": 5 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7935779816513762, + "FN": 84, + "FP": 6, + "IoU": 0.6577946768060836, + "TN": 700665, + "TP": 173, + "n_pred": 179, + "n_ref": 257 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 9845, + "IoU": 0.0, + "TN": 691083, + "TP": 0, + "n_pred": 9845, + "n_ref": 0 + }, + "15": { + "Dice": 0.00518104209596703, + "FN": 0, + "FP": 33794, + "IoU": 0.00259724927690219, + "TN": 667046, + "TP": 88, + "n_pred": 33882, + "n_ref": 88 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.942375164903023, + "FN": 862, + "FP": 3244, + "IoU": 0.8910297239915075, + "TN": 663248, + "TP": 33574, + "n_pred": 36818, + "n_ref": 34436 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 78, + "IoU": 0.0, + "TN": 700850, + "TP": 0, + "n_pred": 78, + "n_ref": 0 + }, + "5": { + "Dice": 0.5984084880636604, + "FN": 1403, + "FP": 6924, + "IoU": 0.42694928084784256, + "TN": 686397, + "TP": 6204, + "n_pred": 13128, + "n_ref": 7607 + }, + "6": { + "Dice": 0.8687601700698127, + "FN": 8366, + "FP": 11636, + "IoU": 0.7679716953772983, + "TN": 614723, + "TP": 66203, + "n_pred": 77839, + "n_ref": 74569 + }, + "7": { + "Dice": 0.8880679681704082, + "FN": 6604, + "FP": 15424, + "IoU": 0.7986710902726367, + "TN": 591515, + "TP": 87385, + "n_pred": 102809, + "n_ref": 93989 + }, + "8": { + "Dice": 0.969980469220939, + "FN": 404, + "FP": 841, + "IoU": 0.9417107542487945, + "TN": 679569, + "TP": 20114, + "n_pred": 20955, + "n_ref": 20518 + }, + "9": { + "Dice": 0.8303349017437033, + "FN": 457, + "FP": 156, + "IoU": 0.709891150023663, + "TN": 698815, + "TP": 1500, + "n_pred": 1656, + "n_ref": 1957 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 525689, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2459, + "IoU": 0.0, + "TN": 523237, + "TP": 0, + "n_pred": 2459, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 570, + "IoU": 0.0, + "TN": 525126, + "TP": 0, + "n_pred": 570, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4014794985823871, + "FN": 41584, + "FP": 3, + "IoU": 0.25115692806338347, + "TN": 470161, + "TP": 13948, + "n_pred": 13951, + "n_ref": 55532 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 157, + "IoU": 0.0, + "TN": 525539, + "TP": 0, + "n_pred": 157, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 252, + "IoU": 0.0, + "TN": 525444, + "TP": 0, + "n_pred": 252, + "n_ref": 0 + }, + "10": { + "Dice": 0.9002614867388868, + "FN": 627, + "FP": 441, + "IoU": 0.8186141304347826, + "TN": 519808, + "TP": 4820, + "n_pred": 5261, + "n_ref": 5447 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8234991644170202, + "FN": 2943, + "FP": 1176, + "IoU": 0.6999562937062938, + "TN": 511968, + "TP": 9609, + "n_pred": 10785, + "n_ref": 12552 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9500499288248667, + "FN": 1338, + "FP": 1013, + "IoU": 0.9048524829009673, + "TN": 500987, + "TP": 22358, + "n_pred": 23371, + "n_ref": 23696 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9731084274409132, + "FN": 3222, + "FP": 3367, + "IoU": 0.9476252931123564, + "TN": 399891, + "TP": 119216, + "n_pred": 122583, + "n_ref": 122438 + }, + "7": { + "Dice": 0.8847904859239989, + "FN": 3925, + "FP": 8475, + "IoU": 0.7933849870865617, + "TN": 465681, + "TP": 47615, + "n_pred": 56090, + "n_ref": 51540 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.2422907488986784, + "FN": 53, + "FP": 291, + "IoU": 0.13784461152882205, + "TN": 525297, + "TP": 55, + "n_pred": 346, + "n_ref": 108 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9640644361833953, + "FN": 9, + "FP": 107, + "IoU": 0.930622009569378, + "TN": 524024, + "TP": 1556, + "n_pred": 1663, + "n_ref": 1565 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9735121210119558, + "FN": 351, + "FP": 50, + "IoU": 0.9483912483912484, + "TN": 517926, + "TP": 7369, + "n_pred": 7419, + "n_ref": 7720 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8207547169811321, + "FN": 337, + "FP": 5, + "IoU": 0.696, + "TN": 524571, + "TP": 783, + "n_pred": 788, + "n_ref": 1120 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.483325719506624, + "FN": 1184, + "FP": 4471, + "IoU": 0.31867469879518073, + "TN": 517396, + "TP": 2645, + "n_pred": 7116, + "n_ref": 3829 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.7586206896551724, + "FN": 28, + "FP": 0, + "IoU": 0.6111111111111112, + "TN": 525624, + "TP": 44, + "n_pred": 44, + "n_ref": 72 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 525690, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "8": { + "Dice": 0.9621956428876548, + "FN": 191, + "FP": 517, + "IoU": 0.9271455031899568, + "TN": 515978, + "TP": 9010, + "n_pred": 9527, + "n_ref": 9201 + }, + "9": { + "Dice": 0.944979794839913, + "FN": 375, + "FP": 333, + "IoU": 0.8956982911019447, + "TN": 518908, + "TP": 6080, + "n_pred": 6413, + "n_ref": 6455 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 350453, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9048524352706863, + "FN": 4713, + "FP": 1593, + "IoU": 0.8262379102256758, + "TN": 314173, + "TP": 29985, + "n_pred": 31578, + "n_ref": 34698 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9741274485017035, + "FN": 1567, + "FP": 2731, + "IoU": 0.9495599108085906, + "TN": 265254, + "TP": 80912, + "n_pred": 83643, + "n_ref": 82479 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2127, + "IoU": 0.0, + "TN": 348337, + "TP": 0, + "n_pred": 2127, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8636995827538247, + "FN": 1502, + "FP": 458, + "IoU": 0.7600979192166463, + "TN": 342294, + "TP": 6210, + "n_pred": 6668, + "n_ref": 7712 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.02412698412698413, + "FN": 1242, + "FP": 295, + "IoU": 0.012210796915167094, + "TN": 348908, + "TP": 19, + "n_pred": 314, + "n_ref": 1261 + }, + "5": { + "Dice": 0.6811541271000731, + "FN": 3322, + "FP": 170, + "IoU": 0.5164774300747715, + "TN": 343242, + "TP": 3730, + "n_pred": 3900, + "n_ref": 7052 + }, + "6": { + "Dice": 0.9790612763505312, + "FN": 534, + "FP": 3899, + "IoU": 0.9589814292191389, + "TN": 242391, + "TP": 103640, + "n_pred": 107539, + "n_ref": 104174 + }, + "7": { + "Dice": 0.8181379643029426, + "FN": 512, + "FP": 619, + "IoU": 0.6922448979591836, + "TN": 346789, + "TP": 2544, + "n_pred": 3163, + "n_ref": 3056 + }, + "8": { + "Dice": 0.9652656731579494, + "FN": 2199, + "FP": 810, + "IoU": 0.9328632945848859, + "TN": 305645, + "TP": 41810, + "n_pred": 42620, + "n_ref": 44009 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 10290, + "IoU": 0.0, + "TN": 515406, + "TP": 0, + "n_pred": 10290, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.8459911555470102, + "FN": 430, + "FP": 1172, + "IoU": 0.733088970343219, + "TN": 519694, + "TP": 4400, + "n_pred": 5572, + "n_ref": 4830 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5479041916167665, + "FN": 302, + "FP": 0, + "IoU": 0.37731958762886597, + "TN": 525211, + "TP": 183, + "n_pred": 183, + "n_ref": 485 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9710483543275091, + "FN": 407, + "FP": 163, + "IoU": 0.9437259354329154, + "TN": 515567, + "TP": 9559, + "n_pred": 9722, + "n_ref": 9966 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 127, + "IoU": 0.0, + "TN": 525569, + "TP": 0, + "n_pred": 127, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9755162069881501, + "FN": 1783, + "FP": 1996, + "IoU": 0.9522026738170826, + "TN": 446633, + "TP": 75284, + "n_pred": 77280, + "n_ref": 77067 + }, + "7": { + "Dice": 0.0, + "FN": 5, + "FP": 0, + "IoU": 0.0, + "TN": 525691, + "TP": 0, + "n_pred": 0, + "n_ref": 5 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9551635713730671, + "FN": 649, + "FP": 1082, + "IoU": 0.9141752193961029, + "TN": 505527, + "TP": 18438, + "n_pred": 19520, + "n_ref": 19087 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9753949827283538, + "FN": 1369, + "FP": 369, + "IoU": 0.9519717025451129, + "TN": 664741, + "TP": 34449, + "n_pred": 34818, + "n_ref": 35818 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 240, + "IoU": 0.0, + "TN": 700688, + "TP": 0, + "n_pred": 240, + "n_ref": 0 + }, + "11": { + "Dice": 0.7684628183796237, + "FN": 755, + "FP": 1054, + "IoU": 0.6239866971523592, + "TN": 696117, + "TP": 3002, + "n_pred": 4056, + "n_ref": 3757 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 34, + "IoU": 0.0, + "TN": 700894, + "TP": 0, + "n_pred": 34, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9770001456711394, + "FN": 859, + "FP": 562, + "IoU": 0.9550344914878806, + "TN": 669326, + "TP": 30181, + "n_pred": 30743, + "n_ref": 31040 + }, + "3": { + "Dice": 0.9721511365346982, + "FN": 622, + "FP": 118, + "IoU": 0.9458113649677797, + "TN": 687272, + "TP": 12916, + "n_pred": 13034, + "n_ref": 13538 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9719176042570271, + "FN": 1478, + "FP": 691, + "IoU": 0.9453693675540891, + "TN": 661225, + "TP": 37534, + "n_pred": 38225, + "n_ref": 39012 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 833, + "IoU": 0.0, + "TN": 700095, + "TP": 0, + "n_pred": 833, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 97385, + "IoU": 0.0, + "TN": 253079, + "TP": 0, + "n_pred": 97385, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 1, + "FP": 3465, + "IoU": 0.0, + "TN": 346998, + "TP": 0, + "n_pred": 3465, + "n_ref": 1 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6455308971577952, + "FN": 1964, + "FP": 4409, + "IoU": 0.4765932982917214, + "TN": 338288, + "TP": 5803, + "n_pred": 10212, + "n_ref": 7767 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.9105326667815894, + "FN": 427, + "FP": 611, + "IoU": 0.8357594936708861, + "TN": 344144, + "TP": 5282, + "n_pred": 5893, + "n_ref": 5709 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9728581543544961, + "FN": 118, + "FP": 112, + "IoU": 0.9471507352941176, + "TN": 346112, + "TP": 4122, + "n_pred": 4234, + "n_ref": 4240 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8765772298767223, + "FN": 181, + "FP": 670, + "IoU": 0.7802736896462691, + "TN": 346591, + "TP": 3022, + "n_pred": 3692, + "n_ref": 3203 + }, + "7": { + "Dice": 0.9226599077692118, + "FN": 2068, + "FP": 129, + "IoU": 0.8564239968631552, + "TN": 335162, + "TP": 13105, + "n_pred": 13234, + "n_ref": 15173 + }, + "8": { + "Dice": 0.9515150410874041, + "FN": 930, + "FP": 1731, + "IoU": 0.907514249965244, + "TN": 321692, + "TP": 26111, + "n_pred": 27842, + "n_ref": 27041 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9222416133410898, + "FN": 997, + "FP": 206, + "IoU": 0.8557034904641958, + "TN": 517359, + "TP": 7134, + "n_pred": 7340, + "n_ref": 8131 + }, + "6": { + "Dice": 0.952933526734357, + "FN": 856, + "FP": 4790, + "IoU": 0.9100984045094105, + "TN": 462894, + "TP": 57156, + "n_pred": 61946, + "n_ref": 58012 + }, + "7": { + "Dice": 0.2894736842105263, + "FN": 108, + "FP": 0, + "IoU": 0.16923076923076924, + "TN": 525566, + "TP": 22, + "n_pred": 22, + "n_ref": 130 + }, + "8": { + "Dice": 0.9745727913073692, + "FN": 429, + "FP": 376, + "IoU": 0.9504066042385412, + "TN": 509464, + "TP": 15427, + "n_pred": 15803, + "n_ref": 15856 + }, + "9": { + "Dice": 0.8869969040247678, + "FN": 3307, + "FP": 635, + "IoU": 0.7969401947148818, + "TN": 506283, + "TP": 15471, + "n_pred": 16106, + "n_ref": 18778 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 10529, + "FP": 633, + "IoU": 0.0, + "TN": 339302, + "TP": 0, + "n_pred": 633, + "n_ref": 10529 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 1472, + "FP": 9361, + "IoU": 0.0, + "TN": 339631, + "TP": 0, + "n_pred": 9361, + "n_ref": 1472 + }, + "14": { + "Dice": 0.8635597978663672, + "FN": 1323, + "FP": 378, + "IoU": 0.7598814229249012, + "TN": 343380, + "TP": 5383, + "n_pred": 5761, + "n_ref": 6706 + }, + "15": { + "Dice": 0.8196119211452088, + "FN": 6620, + "FP": 1533, + "IoU": 0.6943580131208997, + "TN": 323789, + "TP": 18522, + "n_pred": 20055, + "n_ref": 25142 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.060719874804381846, + "FN": 1471, + "FP": 1530, + "IoU": 0.03131052291801162, + "TN": 347366, + "TP": 97, + "n_pred": 1627, + "n_ref": 1568 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.945339743372719, + "FN": 2580, + "FP": 3878, + "IoU": 0.89634528032358, + "TN": 288161, + "TP": 55845, + "n_pred": 59723, + "n_ref": 58425 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 8506, + "IoU": 0.0, + "TN": 341958, + "TP": 0, + "n_pred": 8506, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 350459, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7583965330444203, + "FN": 2, + "FP": 221, + "IoU": 0.6108202443280978, + "TN": 349891, + "TP": 350, + "n_pred": 571, + "n_ref": 352 + }, + "10": { + "Dice": 0.9043760129659644, + "FN": 2245, + "FP": 882, + "IoU": 0.8254437869822485, + "TN": 332550, + "TP": 14787, + "n_pred": 15669, + "n_ref": 17032 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8408567888121792, + "FN": 646, + "FP": 253, + "IoU": 0.7254123396456933, + "TN": 347190, + "TP": 2375, + "n_pred": 2628, + "n_ref": 3021 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9472567122996922, + "FN": 446, + "FP": 51, + "IoU": 0.8997983870967742, + "TN": 345504, + "TP": 4463, + "n_pred": 4514, + "n_ref": 4909 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9612811676464627, + "FN": 1287, + "FP": 241, + "IoU": 0.9254488680718189, + "TN": 329968, + "TP": 18968, + "n_pred": 19209, + "n_ref": 20255 + }, + "8": { + "Dice": 0.9723291185633132, + "FN": 494, + "FP": 412, + "IoU": 0.9461483594864479, + "TN": 333640, + "TP": 15918, + "n_pred": 16330, + "n_ref": 16412 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0401.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": NaN, + "FN": 905.8022222222223, + "FP": 766.8511111111111, + "IoU": NaN, + "TN": 465977.5044444445, + "TP": 5476.242222222223, + "n_pred": 6243.093333333333, + "n_ref": 6382.044444444445 + }, + "mean": { + "1": { + "Dice": 0.767096410741814, + "FN": 365.1, + "FP": 812.3666666666667, + "IoU": 0.7263744908032299, + "TN": 461277.9666666667, + "TP": 10670.966666666667, + "n_pred": 11483.333333333334, + "n_ref": 11036.066666666668 + }, + "10": { + "Dice": 0.4854726974929028, + "FN": 676.0666666666667, + "FP": 849.3666666666667, + "IoU": 0.3892361579253623, + "TN": 469216.9666666667, + "TP": 2384.0, + "n_pred": 3233.366666666667, + "n_ref": 3060.0666666666666 + }, + "11": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 473126.4, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "12": { + "Dice": 0.7257505201469845, + "FN": 194.43333333333334, + "FP": 165.93333333333334, + "IoU": 0.5727543744479415, + "TN": 472270.1, + "TP": 495.93333333333334, + "n_pred": 661.8666666666667, + "n_ref": 690.3666666666667 + }, + "13": { + "Dice": 0.35439110457420464, + "FN": 1185.9666666666667, + "FP": 853.2666666666667, + "IoU": 0.26691761456641533, + "TN": 469602.4666666667, + "TP": 1484.7, + "n_pred": 2337.9666666666667, + "n_ref": 2670.6666666666665 + }, + "14": { + "Dice": 0.7508175488899421, + "FN": 635.2666666666667, + "FP": 1330.7, + "IoU": 0.6795413588513026, + "TN": 464333.5, + "TP": 6826.933333333333, + "n_pred": 8157.633333333333, + "n_ref": 7462.2 + }, + "15": { + "Dice": 0.5423933091537445, + "FN": 1728.1666666666667, + "FP": 114.73333333333333, + "IoU": 0.41798171862159544, + "TN": 470531.4, + "TP": 752.1, + "n_pred": 866.8333333333334, + "n_ref": 2480.266666666667 + }, + "2": { + "Dice": 0.717063199438004, + "FN": 152.56666666666666, + "FP": 198.2, + "IoU": 0.6870766515017039, + "TN": 469448.36666666664, + "TP": 3327.266666666667, + "n_pred": 3525.4666666666667, + "n_ref": 3479.8333333333335 + }, + "3": { + "Dice": 0.6833816248431491, + "FN": 1077.0666666666666, + "FP": 196.93333333333334, + "IoU": 0.6466554047501057, + "TN": 467536.76666666666, + "TP": 4315.633333333333, + "n_pred": 4512.566666666667, + "n_ref": 5392.7 + }, + "4": { + "Dice": 0.6452865809416611, + "FN": 1804.3, + "FP": 225.96666666666667, + "IoU": 0.549508613773406, + "TN": 468541.56666666665, + "TP": 2554.5666666666666, + "n_pred": 2780.5333333333333, + "n_ref": 4358.866666666667 + }, + "5": { + "Dice": 0.35291703258682344, + "FN": 702.6333333333333, + "FP": 42.266666666666666, + "IoU": 0.267090851317016, + "TN": 472062.1, + "TP": 319.4, + "n_pred": 361.6666666666667, + "n_ref": 1022.0333333333333 + }, + "6": { + "Dice": 0.6991707558843533, + "FN": 1882.7, + "FP": 4740.433333333333, + "IoU": 0.6543210628917118, + "TN": 436179.3333333333, + "TP": 30323.933333333334, + "n_pred": 35064.36666666667, + "n_ref": 32206.633333333335 + }, + "7": { + "Dice": 0.6089512148672628, + "FN": 1605.6333333333334, + "FP": 1378.6666666666667, + "IoU": 0.5538299178897071, + "TN": 457802.73333333334, + "TP": 12339.366666666667, + "n_pred": 13718.033333333333, + "n_ref": 13945.0 + }, + "8": { + "Dice": 0.9017874027261971, + "FN": 844.5666666666667, + "FP": 305.03333333333336, + "IoU": 0.8298634723101247, + "TN": 467212.8333333333, + "TP": 4763.966666666666, + "n_pred": 5069.0, + "n_ref": 5608.533333333334 + }, + "9": { + "Dice": 0.6103355713158581, + "FN": 732.5666666666667, + "FP": 288.9, + "IoU": 0.5169089417366751, + "TN": 470520.06666666665, + "TP": 1584.8666666666666, + "n_pred": 1873.7666666666667, + "n_ref": 2317.4333333333334 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 25987, + "FP": 0, + "IoU": 0.0, + "TN": 499709, + "TP": 0, + "n_pred": 0, + "n_ref": 25987 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 31064, + "IoU": 0.0, + "TN": 494632, + "TP": 0, + "n_pred": 31064, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.555982992508605, + "FN": 539, + "FP": 1654, + "IoU": 0.38502523836231073, + "TN": 522130, + "TP": 1373, + "n_pred": 3027, + "n_ref": 1912 + }, + "7": { + "Dice": 0.9584555159114219, + "FN": 4635, + "FP": 1117, + "IoU": 0.9202252333467401, + "TN": 453593, + "TP": 66351, + "n_pred": 67468, + "n_ref": 70986 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7729035272132679, + "FN": 2581, + "FP": 2280, + "IoU": 0.6298637021244194, + "TN": 512563, + "TP": 8272, + "n_pred": 10552, + "n_ref": 10853 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7656154450947846, + "FN": 1758, + "FP": 925, + "IoU": 0.6202406227883935, + "TN": 518631, + "TP": 4382, + "n_pred": 5307, + "n_ref": 6140 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1623, + "IoU": 0.0, + "TN": 524073, + "TP": 0, + "n_pred": 1623, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.961948056076549, + "FN": 418, + "FP": 779, + "IoU": 0.9266858577815887, + "TN": 509369, + "TP": 15130, + "n_pred": 15909, + "n_ref": 15548 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8584609706587931, + "FN": 7229, + "FP": 441, + "IoU": 0.7520206918849014, + "TN": 494766, + "TP": 23260, + "n_pred": 23701, + "n_ref": 30489 + }, + "8": { + "Dice": 0.951686178577669, + "FN": 209, + "FP": 897, + "IoU": 0.9078256521376782, + "TN": 513697, + "TP": 10893, + "n_pred": 11790, + "n_ref": 11102 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9710187969459603, + "FN": 3104, + "FP": 1580, + "IoU": 0.9436701021009465, + "TN": 442543, + "TP": 78469, + "n_pred": 80049, + "n_ref": 81573 + }, + "10": { + "Dice": 0.8285514345696291, + "FN": 1842, + "FP": 3058, + "IoU": 0.7072879330943848, + "TN": 508956, + "TP": 11840, + "n_pred": 14898, + "n_ref": 13682 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6879734848484849, + "FN": 1038, + "FP": 1598, + "IoU": 0.5243594370263442, + "TN": 520154, + "TP": 2906, + "n_pred": 4504, + "n_ref": 3944 + }, + "13": { + "Dice": 0.2810386800108196, + "FN": 3289, + "FP": 2027, + "IoU": 0.16349331235247835, + "TN": 519341, + "TP": 1039, + "n_pred": 3066, + "n_ref": 4328 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9657807448461183, + "FN": 1563, + "FP": 882, + "IoU": 0.9338259175056837, + "TN": 488748, + "TP": 34503, + "n_pred": 35385, + "n_ref": 36066 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.819672131147541, + "FN": 33, + "FP": 0, + "IoU": 0.6944444444444444, + "TN": 525588, + "TP": 75, + "n_pred": 75, + "n_ref": 108 + }, + "7": { + "Dice": 0.9333333333333333, + "FN": 58, + "FP": 63, + "IoU": 0.875, + "TN": 524728, + "TP": 847, + "n_pred": 910, + "n_ref": 905 + }, + "8": { + "Dice": 0.9423053113779869, + "FN": 709, + "FP": 223, + "IoU": 0.8909048343673183, + "TN": 517153, + "TP": 7611, + "n_pred": 7834, + "n_ref": 8320 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.4787297783103655, + "FN": 6620, + "FP": 340, + "IoU": 0.31469082315872393, + "TN": 340308, + "TP": 3196, + "n_pred": 3536, + "n_ref": 9816 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8052497883149873, + "FN": 1030, + "FP": 350, + "IoU": 0.6739900779588944, + "TN": 346231, + "TP": 2853, + "n_pred": 3203, + "n_ref": 3883 + }, + "13": { + "Dice": 0.769277108433735, + "FN": 243, + "FP": 523, + "IoU": 0.6250611845325502, + "TN": 348421, + "TP": 1277, + "n_pred": 1800, + "n_ref": 1520 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9636042792544391, + "FN": 299, + "FP": 361, + "IoU": 0.9297648185591146, + "TN": 341067, + "TP": 8737, + "n_pred": 9098, + "n_ref": 9036 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 3, + "FP": 0, + "IoU": 0.0, + "TN": 350461, + "TP": 0, + "n_pred": 0, + "n_ref": 3 + }, + "6": { + "Dice": 0.9610009442870633, + "FN": 609, + "FP": 217, + "IoU": 0.9249295646641825, + "TN": 339461, + "TP": 10177, + "n_pred": 10394, + "n_ref": 10786 + }, + "7": { + "Dice": 0.9661954278147759, + "FN": 1955, + "FP": 3253, + "IoU": 0.9346016198907515, + "TN": 270829, + "TP": 74427, + "n_pred": 77680, + "n_ref": 76382 + }, + "8": { + "Dice": 0.8948284262546112, + "FN": 2487, + "FP": 535, + "IoU": 0.8096737624385942, + "TN": 334586, + "TP": 12856, + "n_pred": 13391, + "n_ref": 15343 + }, + "9": { + "Dice": 0.8904428904428905, + "FN": 3197, + "FP": 328, + "IoU": 0.8025210084033614, + "TN": 332614, + "TP": 14325, + "n_pred": 14653, + "n_ref": 17522 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8396412406630939, + "FN": 546, + "FP": 5229, + "IoU": 0.7236048626399924, + "TN": 504802, + "TP": 15119, + "n_pred": 20348, + "n_ref": 15665 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7292601541824877, + "FN": 807, + "FP": 1546, + "IoU": 0.5738862730894604, + "TN": 520174, + "TP": 3169, + "n_pred": 4715, + "n_ref": 3976 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9356267299327797, + "FN": 885, + "FP": 743, + "IoU": 0.8790400475518241, + "TN": 512237, + "TP": 11831, + "n_pred": 12574, + "n_ref": 12716 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 18, + "FP": 0, + "IoU": 0.0, + "TN": 525678, + "TP": 0, + "n_pred": 0, + "n_ref": 18 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8902434573128445, + "FN": 505, + "FP": 2502, + "IoU": 0.8021970793316668, + "TN": 510494, + "TP": 12195, + "n_pred": 14697, + "n_ref": 12700 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.649203431372549, + "FN": 719, + "FP": 1571, + "IoU": 0.48060784758448627, + "TN": 346055, + "TP": 2119, + "n_pred": 3690, + "n_ref": 2838 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.31028688779637814, + "FN": 9085, + "FP": 1998, + "IoU": 0.1836328815556865, + "TN": 336888, + "TP": 2493, + "n_pred": 4491, + "n_ref": 11578 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8702562804174755, + "FN": 8029, + "FP": 1195, + "IoU": 0.7703130058019373, + "TN": 310305, + "TP": 30935, + "n_pred": 32130, + "n_ref": 38964 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9485915204198786, + "FN": 5022, + "FP": 5008, + "IoU": 0.9022102625600826, + "TN": 247897, + "TP": 92537, + "n_pred": 97545, + "n_ref": 97559 + }, + "7": { + "Dice": 0.41996817153865484, + "FN": 284, + "FP": 6641, + "IoU": 0.26579728583545376, + "TN": 341032, + "TP": 2507, + "n_pred": 9148, + "n_ref": 2791 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.18223234624145787, + "FN": 60, + "FP": 299, + "IoU": 0.10025062656641603, + "TN": 350065, + "TP": 40, + "n_pred": 339, + "n_ref": 100 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 668, + "IoU": 0.0, + "TN": 349796, + "TP": 0, + "n_pred": 668, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9946280474792297, + "FN": 1176, + "FP": 284, + "IoU": 0.9893135023166277, + "TN": 213843, + "TP": 135161, + "n_pred": 135445, + "n_ref": 136337 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9054927302100162, + "FN": 653, + "FP": 49, + "IoU": 0.8273062730627306, + "TN": 521631, + "TP": 3363, + "n_pred": 3412, + "n_ref": 4016 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8377372534425009, + "FN": 195, + "FP": 1549, + "IoU": 0.7207813000320205, + "TN": 344218, + "TP": 4502, + "n_pred": 6051, + "n_ref": 4697 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.43846153846153846, + "FN": 5680, + "FP": 598, + "IoU": 0.28078817733990147, + "TN": 341735, + "TP": 2451, + "n_pred": 3049, + "n_ref": 8131 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9414169337999588, + "FN": 3956, + "FP": 4012, + "IoU": 0.8893179608278927, + "TN": 278474, + "TP": 64022, + "n_pred": 68034, + "n_ref": 67978 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 109, + "IoU": 0.0, + "TN": 350355, + "TP": 0, + "n_pred": 109, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.644131455399061, + "FN": 1484, + "FP": 411, + "IoU": 0.47506925207756234, + "TN": 346854, + "TP": 1715, + "n_pred": 2126, + "n_ref": 3199 + }, + "6": { + "Dice": 0.9619118745332338, + "FN": 95, + "FP": 7, + "IoU": 0.9266187050359712, + "TN": 349074, + "TP": 1288, + "n_pred": 1295, + "n_ref": 1383 + }, + "7": { + "Dice": 0.15680361854504335, + "FN": 166, + "FP": 2071, + "IoU": 0.0850715746421268, + "TN": 348019, + "TP": 208, + "n_pred": 2279, + "n_ref": 374 + }, + "8": { + "Dice": 0.8861823210296776, + "FN": 3597, + "FP": 683, + "IoU": 0.7956260147072868, + "TN": 329522, + "TP": 16662, + "n_pred": 17345, + "n_ref": 20259 + }, + "9": { + "Dice": 0.8531757754800591, + "FN": 936, + "FP": 58, + "IoU": 0.743946419371458, + "TN": 346582, + "TP": 2888, + "n_pred": 2946, + "n_ref": 3824 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6578823529411765, + "FN": 107, + "FP": 620, + "IoU": 0.4901823281907433, + "TN": 524270, + "TP": 699, + "n_pred": 1319, + "n_ref": 806 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8293519465671821, + "FN": 1905, + "FP": 3767, + "IoU": 0.708455409920329, + "TN": 506241, + "TP": 13783, + "n_pred": 17550, + "n_ref": 15688 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9699414853284118, + "FN": 273, + "FP": 1828, + "IoU": 0.9416372677018806, + "TN": 489697, + "TP": 33898, + "n_pred": 35726, + "n_ref": 34171 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 270, + "FP": 0, + "IoU": 0.0, + "TN": 525426, + "TP": 0, + "n_pred": 0, + "n_ref": 270 + }, + "6": { + "Dice": 0.9646570844254976, + "FN": 3555, + "FP": 1353, + "IoU": 0.931727131092811, + "TN": 453808, + "TP": 66980, + "n_pred": 68333, + "n_ref": 70535 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9768572089794029, + "FN": 592, + "FP": 8, + "IoU": 0.9547613662067406, + "TN": 512433, + "TP": 12663, + "n_pred": 12671, + "n_ref": 13255 + }, + "9": { + "Dice": 0.7297605473204105, + "FN": 1181, + "FP": 4, + "IoU": 0.5745062836624776, + "TN": 522911, + "TP": 1600, + "n_pred": 1604, + "n_ref": 2781 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9093918855607959, + "FN": 4489, + "FP": 1313, + "IoU": 0.8338392806002635, + "TN": 490778, + "TP": 29116, + "n_pred": 30429, + "n_ref": 33605 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8192652256102573, + "FN": 1621, + "FP": 4976, + "IoU": 0.6938605039677015, + "TN": 504147, + "TP": 14952, + "n_pred": 19928, + "n_ref": 16573 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 26243, + "IoU": 0.0, + "TN": 499453, + "TP": 0, + "n_pred": 26243, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9568943786236451, + "FN": 65, + "FP": 106, + "IoU": 0.9173513774770421, + "TN": 523627, + "TP": 1898, + "n_pred": 2004, + "n_ref": 1963 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.4628562176165803, + "FN": 32865, + "FP": 309, + "IoU": 0.3011144584658816, + "TN": 478229, + "TP": 14293, + "n_pred": 14602, + "n_ref": 47158 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9693172742341359, + "FN": 1153, + "FP": 6492, + "IoU": 0.9404613563440392, + "TN": 397292, + "TP": 120759, + "n_pred": 127251, + "n_ref": 121912 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 525690, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7542126670540383, + "FN": 7310, + "FP": 304, + "IoU": 0.605410447761194, + "TN": 506400, + "TP": 11682, + "n_pred": 11986, + "n_ref": 18992 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9515726126944476, + "FN": 492, + "FP": 1214, + "IoU": 0.9076189960470028, + "TN": 507229, + "TP": 16761, + "n_pred": 17975, + "n_ref": 17253 + }, + "10": { + "Dice": 0.010587756210126238, + "FN": 2589, + "FP": 4700, + "IoU": 0.005322052401746725, + "TN": 518368, + "TP": 39, + "n_pred": 4739, + "n_ref": 2628 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6406537282941778, + "FN": 1200, + "FP": 559, + "IoU": 0.47129546137661554, + "TN": 522369, + "TP": 1568, + "n_pred": 2127, + "n_ref": 2768 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1869, + "IoU": 0.0, + "TN": 523827, + "TP": 0, + "n_pred": 1869, + "n_ref": 0 + }, + "14": { + "Dice": 0.9235877166311949, + "FN": 4066, + "FP": 2217, + "IoU": 0.858024133411669, + "TN": 481442, + "TP": 37971, + "n_pred": 40188, + "n_ref": 42037 + }, + "15": { + "Dice": 0.7332728921124206, + "FN": 4226, + "FP": 187, + "IoU": 0.5788720297738333, + "TN": 515217, + "TP": 6066, + "n_pred": 6253, + "n_ref": 10292 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9299352150460914, + "FN": 1687, + "FP": 768, + "IoU": 0.8690457139809036, + "TN": 506949, + "TP": 16292, + "n_pred": 17060, + "n_ref": 17979 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.24580199855774185, + "FN": 6786, + "FP": 535, + "IoU": 0.14012215175005874, + "TN": 517182, + "TP": 1193, + "n_pred": 1728, + "n_ref": 7979 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 19546, + "IoU": 0.0, + "TN": 506150, + "TP": 0, + "n_pred": 19546, + "n_ref": 0 + }, + "7": { + "Dice": 0.7741260612547741, + "FN": 5752, + "FP": 3533, + "IoU": 0.6314891252579774, + "TN": 500500, + "TP": 15911, + "n_pred": 19444, + "n_ref": 21663 + }, + "8": { + "Dice": 0.7489381374786905, + "FN": 15273, + "FP": 2105, + "IoU": 0.5986419696059864, + "TN": 482398, + "TP": 25920, + "n_pred": 28025, + "n_ref": 41193 + }, + "9": { + "Dice": 0.0, + "FN": 13, + "FP": 6584, + "IoU": 0.0, + "TN": 519099, + "TP": 0, + "n_pred": 6584, + "n_ref": 13 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 4, + "FP": 0, + "IoU": 0.0, + "TN": 350460, + "TP": 0, + "n_pred": 0, + "n_ref": 4 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9517980107115531, + "FN": 159, + "FP": 282, + "IoU": 0.908029197080292, + "TN": 345669, + "TP": 4354, + "n_pred": 4636, + "n_ref": 4513 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.988430146532385, + "FN": 1244, + "FP": 1180, + "IoU": 0.9771249539951117, + "TN": 244497, + "TP": 103543, + "n_pred": 104723, + "n_ref": 104787 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.972137802524457, + "FN": 1217, + "FP": 1295, + "IoU": 0.9457861228013381, + "TN": 304129, + "TP": 43823, + "n_pred": 45118, + "n_ref": 45040 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 5986, + "IoU": 0.0, + "TN": 344478, + "TP": 0, + "n_pred": 5986, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3482669616519174, + "FN": 311, + "FP": 6759, + "IoU": 0.21084942515905794, + "TN": 341505, + "TP": 1889, + "n_pred": 8648, + "n_ref": 2200 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9655529862052468, + "FN": 407, + "FP": 1321, + "IoU": 0.933400138749711, + "TN": 324518, + "TP": 24218, + "n_pred": 25539, + "n_ref": 24625 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9643622550466486, + "FN": 1141, + "FP": 1636, + "IoU": 0.9311771995043371, + "TN": 485346, + "TP": 37573, + "n_pred": 39209, + "n_ref": 38714 + }, + "10": { + "Dice": 0.6950819672131148, + "FN": 532, + "FP": 119, + "IoU": 0.5326633165829145, + "TN": 524303, + "TP": 742, + "n_pred": 861, + "n_ref": 1274 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8296430185268866, + "FN": 31, + "FP": 346, + "IoU": 0.7088803088803088, + "TN": 524401, + "TP": 918, + "n_pred": 1264, + "n_ref": 949 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.06877865777407254, + "FN": 8936, + "FP": 0, + "IoU": 0.03561407295488884, + "TN": 516430, + "TP": 330, + "n_pred": 330, + "n_ref": 9266 + }, + "6": { + "Dice": 0.050400916380297825, + "FN": 2, + "FP": 827, + "IoU": 0.025851938895417155, + "TN": 524845, + "TP": 22, + "n_pred": 849, + "n_ref": 24 + }, + "7": { + "Dice": 0.9481426273879104, + "FN": 2254, + "FP": 390, + "IoU": 0.9013984710050345, + "TN": 498881, + "TP": 24171, + "n_pred": 24561, + "n_ref": 26425 + }, + "8": { + "Dice": 0.7462892647566448, + "FN": 613, + "FP": 122, + "IoU": 0.5952643171806168, + "TN": 523880, + "TP": 1081, + "n_pred": 1203, + "n_ref": 1694 + }, + "9": { + "Dice": 0.8565324048429216, + "FN": 1556, + "FP": 257, + "IoU": 0.7490657439446367, + "TN": 518471, + "TP": 5412, + "n_pred": 5669, + "n_ref": 6968 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 29, + "IoU": 0.0, + "TN": 525667, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3788, + "IoU": 0.0, + "TN": 521908, + "TP": 0, + "n_pred": 3788, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9799495701309354, + "FN": 776, + "FP": 3184, + "IoU": 0.9606873752866546, + "TN": 424965, + "TP": 96771, + "n_pred": 99955, + "n_ref": 97547 + }, + "7": { + "Dice": 0.9165256030469742, + "FN": 8719, + "FP": 749, + "IoU": 0.8459134850112294, + "TN": 464250, + "TP": 51978, + "n_pred": 52727, + "n_ref": 60697 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6712297513118869, + "FN": 4177, + "FP": 146, + "IoU": 0.5051510989010989, + "TN": 516960, + "TP": 4413, + "n_pred": 4559, + "n_ref": 8590 + }, + "15": { + "Dice": 0.8484992853739877, + "FN": 859, + "FP": 413, + "IoU": 0.7368638808440215, + "TN": 520862, + "TP": 3562, + "n_pred": 3975, + "n_ref": 4421 + }, + "2": { + "Dice": 0.0, + "FN": 283, + "FP": 0, + "IoU": 0.0, + "TN": 525413, + "TP": 0, + "n_pred": 0, + "n_ref": 283 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 344, + "IoU": 0.0, + "TN": 525352, + "TP": 0, + "n_pred": 344, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8961960025789814, + "FN": 52, + "FP": 109, + "IoU": 0.8119158878504673, + "TN": 524840, + "TP": 695, + "n_pred": 804, + "n_ref": 747 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.1797752808988764, + "FN": 73, + "FP": 0, + "IoU": 0.09876543209876543, + "TN": 525615, + "TP": 8, + "n_pred": 8, + "n_ref": 81 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.30667726550079494, + "FN": 8493, + "FP": 229, + "IoU": 0.1811097549525866, + "TN": 515045, + "TP": 1929, + "n_pred": 2158, + "n_ref": 10422 + }, + "14": { + "Dice": 0.9044273258274782, + "FN": 1958, + "FP": 300, + "IoU": 0.8255292845000772, + "TN": 512754, + "TP": 10684, + "n_pred": 10984, + "n_ref": 12642 + }, + "15": { + "Dice": 0.0, + "FN": 20306, + "FP": 0, + "IoU": 0.0, + "TN": 505390, + "TP": 0, + "n_pred": 0, + "n_ref": 20306 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8264100072107095, + "FN": 4673, + "FP": 864, + "IoU": 0.704172677245285, + "TN": 506979, + "TP": 13180, + "n_pred": 14044, + "n_ref": 17853 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9587497929206472, + "FN": 2232, + "FP": 756, + "IoU": 0.9207679253288078, + "TN": 487984, + "TP": 34724, + "n_pred": 35480, + "n_ref": 36956 + }, + "7": { + "Dice": 0.0, + "FN": 3031, + "FP": 814, + "IoU": 0.0, + "TN": 521851, + "TP": 0, + "n_pred": 814, + "n_ref": 3031 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9732092599911376, + "FN": 4287, + "FP": 187, + "IoU": 0.9478165531398712, + "TN": 615192, + "TP": 81262, + "n_pred": 81449, + "n_ref": 85549 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8439825506800103, + "FN": 1195, + "FP": 21, + "IoU": 0.7300776914539401, + "TN": 696423, + "TP": 3289, + "n_pred": 3310, + "n_ref": 4484 + }, + "14": { + "Dice": 0.9468498148714902, + "FN": 3294, + "FP": 5563, + "IoU": 0.8990643768020148, + "TN": 613179, + "TP": 78892, + "n_pred": 84455, + "n_ref": 82186 + }, + "15": { + "Dice": 0.49313870209392596, + "FN": 7540, + "FP": 1731, + "IoU": 0.32726217255641826, + "TN": 687147, + "TP": 4510, + "n_pred": 6241, + "n_ref": 12050 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7603989696936483, + "FN": 8403, + "FP": 341, + "IoU": 0.6134223440470401, + "TN": 678309, + "TP": 13875, + "n_pred": 14216, + "n_ref": 22278 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8118709885925799, + "FN": 37026, + "FP": 229, + "IoU": 0.6833188827119566, + "TN": 583286, + "TP": 80387, + "n_pred": 80616, + "n_ref": 117413 + }, + "7": { + "Dice": 0.0, + "FN": 2123, + "FP": 26, + "IoU": 0.0, + "TN": 698779, + "TP": 0, + "n_pred": 26, + "n_ref": 2123 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.11711456859971711, + "FN": 3121, + "FP": 0, + "IoU": 0.06219951923076923, + "TN": 697600, + "TP": 207, + "n_pred": 207, + "n_ref": 3328 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.36925840390043624, + "FN": 3749, + "FP": 1167, + "IoU": 0.22643587726199843, + "TN": 519341, + "TP": 1439, + "n_pred": 2606, + "n_ref": 5188 + }, + "14": { + "Dice": 0.9786409620156519, + "FN": 811, + "FP": 1427, + "IoU": 0.9581752602365957, + "TN": 472187, + "TP": 51271, + "n_pred": 52698, + "n_ref": 52082 + }, + "15": { + "Dice": 0.7305502846299811, + "FN": 266, + "FP": 18, + "IoU": 0.5754857997010463, + "TN": 525027, + "TP": 385, + "n_pred": 403, + "n_ref": 651 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.957191296976547, + "FN": 904, + "FP": 308, + "IoU": 0.917897303888362, + "TN": 510934, + "TP": 13550, + "n_pred": 13858, + "n_ref": 14454 + }, + "9": { + "Dice": 0.9511378848728246, + "FN": 172, + "FP": 120, + "IoU": 0.9068283343969368, + "TN": 522562, + "TP": 2842, + "n_pred": 2962, + "n_ref": 3014 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 13380, + "IoU": 0.0, + "TN": 337084, + "TP": 0, + "n_pred": 13380, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 205, + "IoU": 0.0, + "TN": 350259, + "TP": 0, + "n_pred": 205, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 41, + "IoU": 0.0, + "TN": 350423, + "TP": 0, + "n_pred": 41, + "n_ref": 0 + }, + "14": { + "Dice": 0.8309872715718934, + "FN": 4752, + "FP": 4025, + "IoU": 0.7108453581076629, + "TN": 320110, + "TP": 21577, + "n_pred": 25602, + "n_ref": 26329 + }, + "15": { + "Dice": 0.4488986907121521, + "FN": 18648, + "FP": 1093, + "IoU": 0.2894064288542529, + "TN": 322683, + "TP": 8040, + "n_pred": 9133, + "n_ref": 26688 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 61758, + "IoU": 0.0, + "TN": 288706, + "TP": 0, + "n_pred": 61758, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 20303, + "IoU": 0.0, + "TN": 330161, + "TP": 0, + "n_pred": 20303, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9776635236802603, + "FN": 489, + "FP": 1996, + "IoU": 0.9563030825229915, + "TN": 644059, + "TP": 54384, + "n_pred": 56380, + "n_ref": 54873 + }, + "10": { + "Dice": 0.774869109947644, + "FN": 184, + "FP": 31, + "IoU": 0.6324786324786325, + "TN": 700343, + "TP": 370, + "n_pred": 401, + "n_ref": 554 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9651068433865296, + "FN": 1035, + "FP": 255, + "IoU": 0.9325666492420283, + "TN": 681798, + "TP": 17840, + "n_pred": 18095, + "n_ref": 18875 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7984598236903435, + "FN": 1890, + "FP": 99, + "IoU": 0.6645302749198853, + "TN": 694999, + "TP": 3940, + "n_pred": 4039, + "n_ref": 5830 + }, + "6": { + "Dice": 0.9432285546415982, + "FN": 436, + "FP": 2656, + "IoU": 0.8925568142330947, + "TN": 672150, + "TP": 25686, + "n_pred": 28342, + "n_ref": 26122 + }, + "7": { + "Dice": 0.8992449937520345, + "FN": 8032, + "FP": 1563, + "IoU": 0.8169347299334134, + "TN": 648515, + "TP": 42818, + "n_pred": 44381, + "n_ref": 50850 + }, + "8": { + "Dice": 0.9599608179257989, + "FN": 122, + "FP": 532, + "IoU": 0.9230044737461738, + "TN": 692434, + "TP": 7840, + "n_pred": 8372, + "n_ref": 7962 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.820835204310732, + "FN": 2, + "FP": 796, + "IoU": 0.6961157654226962, + "TN": 347838, + "TP": 1828, + "n_pred": 2624, + "n_ref": 1830 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7132472926865451, + "FN": 1710, + "FP": 223, + "IoU": 0.5543002075167166, + "TN": 346127, + "TP": 2404, + "n_pred": 2627, + "n_ref": 4114 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9354902660481345, + "FN": 1578, + "FP": 49, + "IoU": 0.8787991656734208, + "TN": 337040, + "TP": 11797, + "n_pred": 11846, + "n_ref": 13375 + }, + "8": { + "Dice": 0.9651790093182933, + "FN": 326, + "FP": 1236, + "IoU": 0.9327014218009478, + "TN": 327254, + "TP": 21648, + "n_pred": 22884, + "n_ref": 21974 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 4, + "FP": 0, + "IoU": 0.0, + "TN": 525692, + "TP": 0, + "n_pred": 0, + "n_ref": 4 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9725053025487942, + "FN": 1860, + "FP": 5840, + "IoU": 0.9464820645412401, + "TN": 381819, + "TP": 136177, + "n_pred": 142017, + "n_ref": 138037 + }, + "7": { + "Dice": 0.9764728485843537, + "FN": 2353, + "FP": 341, + "IoU": 0.9540273037542663, + "TN": 467096, + "TP": 55906, + "n_pred": 56247, + "n_ref": 58259 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7687466283042618, + "FN": 4431, + "FP": 713, + "IoU": 0.6243610340295019, + "TN": 512002, + "TP": 8550, + "n_pred": 9263, + "n_ref": 12981 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9695238095238096, + "FN": 26, + "FP": 70, + "IoU": 0.9408502772643254, + "TN": 699305, + "TP": 1527, + "n_pred": 1597, + "n_ref": 1553 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0398.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.5548153028759143, + "FN": 1026.74, + "FP": 732.7022222222222, + "IoU": 0.4891912810840729, + "TN": 454850.20666666667, + "TP": 4834.6177777777775, + "n_pred": 5567.319999999999, + "n_ref": 5861.357777777778 + }, + "mean": { + "1": { + "Dice": 0.713959699456582, + "FN": 145.3, + "FP": 382.3333333333333, + "IoU": 0.6833657577375466, + "TN": 456792.3333333333, + "TP": 4124.3, + "n_pred": 4506.633333333333, + "n_ref": 4269.6 + }, + "10": { + "Dice": 0.6671537144548971, + "FN": 807.8, + "FP": 492.6666666666667, + "IoU": 0.5607119806565855, + "TN": 456542.6, + "TP": 3601.2, + "n_pred": 4093.866666666667, + "n_ref": 4409.0 + }, + "11": { + "Dice": 0.5713990575535826, + "FN": 88.63333333333334, + "FP": 42.8, + "IoU": 0.46064866871574695, + "TN": 461117.3, + "TP": 195.53333333333333, + "n_pred": 238.33333333333334, + "n_ref": 284.1666666666667 + }, + "12": { + "Dice": 0.10084033613445378, + "FN": 3.1333333333333333, + "FP": 0.2, + "IoU": 0.056074766355140186, + "TN": 461440.5333333333, + "TP": 0.4, + "n_pred": 0.6, + "n_ref": 3.533333333333333 + }, + "13": { + "Dice": 0.5385796292188584, + "FN": 935.2, + "FP": 571.1333333333333, + "IoU": 0.4601427287927645, + "TN": 457756.86666666664, + "TP": 2181.0666666666666, + "n_pred": 2752.2, + "n_ref": 3116.266666666667 + }, + "14": { + "Dice": 0.6865894873813018, + "FN": 8293.0, + "FP": 163.66666666666666, + "IoU": 0.6180927898402856, + "TN": 444443.13333333336, + "TP": 8544.466666666667, + "n_pred": 8708.133333333333, + "n_ref": 16837.466666666667 + }, + "15": { + "Dice": 0.3031496797331662, + "FN": 1807.6333333333334, + "FP": 425.6333333333333, + "IoU": 0.2420398392701255, + "TN": 457148.5, + "TP": 2062.5, + "n_pred": 2488.133333333333, + "n_ref": 3870.133333333333 + }, + "2": { + "Dice": 0.9352868110521606, + "FN": 159.63333333333333, + "FP": 164.36666666666667, + "IoU": 0.8867383861658528, + "TN": 456365.6, + "TP": 4754.666666666667, + "n_pred": 4919.033333333334, + "n_ref": 4914.3 + }, + "3": { + "Dice": 0.323966491448654, + "FN": 46.666666666666664, + "FP": 26.3, + "IoU": 0.315111687393175, + "TN": 460302.0, + "TP": 1069.3, + "n_pred": 1095.6, + "n_ref": 1115.9666666666667 + }, + "4": { + "Dice": 0.34659213984982556, + "FN": 135.16666666666666, + "FP": 437.3333333333333, + "IoU": 0.2661279532100028, + "TN": 460319.56666666665, + "TP": 552.2, + "n_pred": 989.5333333333333, + "n_ref": 687.3666666666667 + }, + "5": { + "Dice": 0.43683560041573094, + "FN": 195.5, + "FP": 112.56666666666666, + "IoU": 0.3369211745064246, + "TN": 460706.73333333334, + "TP": 429.46666666666664, + "n_pred": 542.0333333333333, + "n_ref": 624.9666666666667 + }, + "6": { + "Dice": 0.7865280945104078, + "FN": 1246.7666666666667, + "FP": 6128.066666666667, + "IoU": 0.7431291840317221, + "TN": 423290.86666666664, + "TP": 30778.566666666666, + "n_pred": 36906.63333333333, + "n_ref": 32025.333333333332 + }, + "7": { + "Dice": 0.4649441094808129, + "FN": 1105.0, + "FP": 1712.3666666666666, + "IoU": 0.4123094658653981, + "TN": 448798.0, + "TP": 9828.9, + "n_pred": 11541.266666666666, + "n_ref": 10933.9 + }, + "8": { + "Dice": 0.6497908004498226, + "FN": 26.3, + "FP": 48.266666666666666, + "IoU": 0.5783046520133376, + "TN": 460553.63333333336, + "TP": 816.0666666666667, + "n_pred": 864.3333333333334, + "n_ref": 842.3666666666667 + }, + "9": { + "Dice": 0.796613891998458, + "FN": 405.3666666666667, + "FP": 282.8333333333333, + "IoU": 0.7181501817069862, + "TN": 457175.43333333335, + "TP": 3580.633333333333, + "n_pred": 3863.4666666666667, + "n_ref": 3986.0 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 525681, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "10": { + "Dice": 0.7701877752878449, + "FN": 3841, + "FP": 2107, + "IoU": 0.6262645303173107, + "TN": 509781, + "TP": 9967, + "n_pred": 12074, + "n_ref": 13808 + }, + "11": { + "Dice": 0.7511278195488722, + "FN": 409, + "FP": 253, + "IoU": 0.6014449127031909, + "TN": 524035, + "TP": 999, + "n_pred": 1252, + "n_ref": 1408 + }, + "12": { + "Dice": 0.20168067226890757, + "FN": 94, + "FP": 1, + "IoU": 0.11214953271028037, + "TN": 525589, + "TP": 12, + "n_pred": 13, + "n_ref": 106 + }, + "13": { + "Dice": 0.43814789219073946, + "FN": 5513, + "FP": 991, + "IoU": 0.28053097345132744, + "TN": 516656, + "TP": 2536, + "n_pred": 3527, + "n_ref": 8049 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9615183847326332, + "FN": 2049, + "FP": 1637, + "IoU": 0.9258886922953193, + "TN": 475960, + "TP": 46050, + "n_pred": 47687, + "n_ref": 48099 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.5280898876404494, + "FN": 309, + "FP": 27, + "IoU": 0.35877862595419846, + "TN": 525172, + "TP": 188, + "n_pred": 215, + "n_ref": 497 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9447386204322874, + "FN": 6611, + "FP": 4347, + "IoU": 0.8952650392827787, + "TN": 421070, + "TP": 93668, + "n_pred": 98015, + "n_ref": 100279 + }, + "7": { + "Dice": 0.9361367213852035, + "FN": 7035, + "FP": 2621, + "IoU": 0.8799408158951596, + "TN": 445269, + "TP": 70771, + "n_pred": 73392, + "n_ref": 77806 + }, + "8": { + "Dice": 0.25718194254445964, + "FN": 8, + "FP": 535, + "IoU": 0.14756671899529042, + "TN": 525059, + "TP": 94, + "n_pred": 629, + "n_ref": 102 + }, + "9": { + "Dice": 0.9367344048714862, + "FN": 1304, + "FP": 2270, + "IoU": 0.8809975693403922, + "TN": 495663, + "TP": 26459, + "n_pred": 28729, + "n_ref": 27763 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7020785219399538, + "FN": 242, + "FP": 16, + "IoU": 0.5409252669039146, + "TN": 349902, + "TP": 304, + "n_pred": 320, + "n_ref": 546 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6079014737424756, + "FN": 1628, + "FP": 4039, + "IoU": 0.43667992047713716, + "TN": 340404, + "TP": 4393, + "n_pred": 8432, + "n_ref": 6021 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9631496683892589, + "FN": 1227, + "FP": 1390, + "IoU": 0.9289187060325393, + "TN": 313647, + "TP": 34200, + "n_pred": 35590, + "n_ref": 35427 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8709939261622862, + "FN": 1857, + "FP": 2752, + "IoU": 0.7714696548988497, + "TN": 330296, + "TP": 15559, + "n_pred": 18311, + "n_ref": 17416 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9828105952504701, + "FN": 3158, + "FP": 2299, + "IoU": 0.9662021553325901, + "TN": 189004, + "TP": 156003, + "n_pred": 158302, + "n_ref": 159161 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 311, + "IoU": 0.0, + "TN": 350153, + "TP": 0, + "n_pred": 311, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6984039847906289, + "FN": 37242, + "FP": 117, + "IoU": 0.5365750790795758, + "TN": 269849, + "TP": 43256, + "n_pred": 43373, + "n_ref": 80498 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 50, + "IoU": 0.0, + "TN": 350414, + "TP": 0, + "n_pred": 50, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1852, + "IoU": 0.0, + "TN": 348612, + "TP": 0, + "n_pred": 1852, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1467, + "IoU": 0.0, + "TN": 348997, + "TP": 0, + "n_pred": 1467, + "n_ref": 0 + }, + "11": { + "Dice": 0.008583690987124463, + "FN": 231, + "FP": 0, + "IoU": 0.004310344827586207, + "TN": 350232, + "TP": 1, + "n_pred": 1, + "n_ref": 232 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7055839890000764, + "FN": 11301, + "FP": 7970, + "IoU": 0.5450983169275075, + "TN": 308101, + "TP": 23092, + "n_pred": 31062, + "n_ref": 34393 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 8689, + "IoU": 0.0, + "TN": 341775, + "TP": 0, + "n_pred": 8689, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8173700379677086, + "FN": 4071, + "FP": 20124, + "IoU": 0.6911460593836963, + "TN": 272126, + "TP": 54143, + "n_pred": 74267, + "n_ref": 58214 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2307, + "IoU": 0.0, + "TN": 348157, + "TP": 0, + "n_pred": 2307, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7676935886761033, + "FN": 615, + "FP": 222, + "IoU": 0.6229729729729729, + "TN": 348244, + "TP": 1383, + "n_pred": 1605, + "n_ref": 1998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8835202761000863, + "FN": 734, + "FP": 211, + "IoU": 0.7913446676970634, + "TN": 521167, + "TP": 3584, + "n_pred": 3795, + "n_ref": 4318 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 525691, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 162, + "IoU": 0.0, + "TN": 525534, + "TP": 0, + "n_pred": 162, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5375036200405444, + "FN": 3258, + "FP": 3130, + "IoU": 0.3675247524752475, + "TN": 515596, + "TP": 3712, + "n_pred": 6842, + "n_ref": 6970 + }, + "6": { + "Dice": 0.9506343980438592, + "FN": 3714, + "FP": 1414, + "IoU": 0.9059134359576537, + "TN": 471193, + "TP": 49375, + "n_pred": 50789, + "n_ref": 53089 + }, + "7": { + "Dice": 0.8379197551240885, + "FN": 656, + "FP": 4745, + "IoU": 0.7210515442619564, + "TN": 506334, + "TP": 13961, + "n_pred": 18706, + "n_ref": 14617 + }, + "8": { + "Dice": 0.5561643835616439, + "FN": 127, + "FP": 197, + "IoU": 0.38519924098671726, + "TN": 525169, + "TP": 203, + "n_pred": 400, + "n_ref": 330 + }, + "9": { + "Dice": 0.0, + "FN": 17, + "FP": 2, + "IoU": 0.0, + "TN": 525677, + "TP": 0, + "n_pred": 2, + "n_ref": 17 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9526813880126183, + "FN": 344, + "FP": 151, + "IoU": 0.9096385542168675, + "TN": 520218, + "TP": 4983, + "n_pred": 5134, + "n_ref": 5327 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8027928626842513, + "FN": 4677, + "FP": 4220, + "IoU": 0.6705546915500259, + "TN": 673922, + "TP": 18109, + "n_pred": 22329, + "n_ref": 22786 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 4140, + "FP": 113, + "IoU": 0.0, + "TN": 696675, + "TP": 0, + "n_pred": 113, + "n_ref": 4140 + }, + "14": { + "Dice": 0.961577350859454, + "FN": 688, + "FP": 680, + "IoU": 0.9259980525803311, + "TN": 682442, + "TP": 17118, + "n_pred": 17798, + "n_ref": 17806 + }, + "15": { + "Dice": 0.9128292762739287, + "FN": 860, + "FP": 3935, + "IoU": 0.8396374703187185, + "TN": 671027, + "TP": 25106, + "n_pred": 29041, + "n_ref": 25966 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9773264197833891, + "FN": 297, + "FP": 4876, + "IoU": 0.9556582263290532, + "TN": 584266, + "TP": 111489, + "n_pred": 116365, + "n_ref": 111786 + }, + "7": { + "Dice": 0.9808917197452229, + "FN": 285, + "FP": 837, + "IoU": 0.9625, + "TN": 671008, + "TP": 28798, + "n_pred": 29635, + "n_ref": 29083 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8626923651576274, + "FN": 810, + "FP": 109, + "IoU": 0.7585391487125591, + "TN": 521890, + "TP": 2887, + "n_pred": 2996, + "n_ref": 3697 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.3333333333333333, + "FN": 6, + "FP": 2, + "IoU": 0.2, + "TN": 525686, + "TP": 2, + "n_pred": 4, + "n_ref": 8 + }, + "6": { + "Dice": 0.9338443967605732, + "FN": 6265, + "FP": 1381, + "IoU": 0.875898784307997, + "TN": 464085, + "TP": 53965, + "n_pred": 55346, + "n_ref": 60230 + }, + "7": { + "Dice": 0.801180930164747, + "FN": 849, + "FP": 26425, + "IoU": 0.6683084631568706, + "TN": 443469, + "TP": 54953, + "n_pred": 81378, + "n_ref": 55802 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9808074695253739, + "FN": 648, + "FP": 240, + "IoU": 0.9623377724997879, + "TN": 502118, + "TP": 22690, + "n_pred": 22930, + "n_ref": 23338 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 39, + "IoU": 0.0, + "TN": 525657, + "TP": 0, + "n_pred": 39, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9780811898086066, + "FN": 1244, + "FP": 1453, + "IoU": 0.9571026387364604, + "TN": 462825, + "TP": 60174, + "n_pred": 61627, + "n_ref": 61418 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 202, + "IoU": 0.0, + "TN": 525494, + "TP": 0, + "n_pred": 202, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7489992587101557, + "FN": 1651, + "FP": 42, + "IoU": 0.5987200758473572, + "TN": 521477, + "TP": 2526, + "n_pred": 2568, + "n_ref": 4177 + }, + "7": { + "Dice": 0.9681342436354022, + "FN": 1804, + "FP": 2294, + "IoU": 0.9382366239638282, + "TN": 459346, + "TP": 62252, + "n_pred": 64546, + "n_ref": 64056 + }, + "8": { + "Dice": 0.9155877783531848, + "FN": 160, + "FP": 3, + "IoU": 0.8443170964660937, + "TN": 524649, + "TP": 884, + "n_pred": 887, + "n_ref": 1044 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 20, + "FP": 0, + "IoU": 0.0, + "TN": 525676, + "TP": 0, + "n_pred": 0, + "n_ref": 20 + }, + "15": { + "Dice": 0.45611513585953734, + "FN": 27607, + "FP": 396, + "IoU": 0.295433387847528, + "TN": 485951, + "TP": 11742, + "n_pred": 12138, + "n_ref": 39349 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 262, + "FP": 0, + "IoU": 0.0, + "TN": 525434, + "TP": 0, + "n_pred": 0, + "n_ref": 262 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 11963, + "IoU": 0.0, + "TN": 513733, + "TP": 0, + "n_pred": 11963, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1631, + "IoU": 0.0, + "TN": 524065, + "TP": 0, + "n_pred": 1631, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 525691, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "9": { + "Dice": 0.8535312640575798, + "FN": 3027, + "FP": 229, + "IoU": 0.7444871694263517, + "TN": 512953, + "TP": 9487, + "n_pred": 9716, + "n_ref": 12514 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9057938965059709, + "FN": 6195, + "FP": 621, + "IoU": 0.8278092158447857, + "TN": 486112, + "TP": 32768, + "n_pred": 33389, + "n_ref": 38963 + }, + "15": { + "Dice": 0.09190371991247265, + "FN": 0, + "FP": 415, + "IoU": 0.0481651376146789, + "TN": 525260, + "TP": 21, + "n_pred": 436, + "n_ref": 21 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.884767997408697, + "FN": 823, + "FP": 600, + "IoU": 0.7933488237002614, + "TN": 694042, + "TP": 5463, + "n_pred": 6063, + "n_ref": 6286 + }, + "11": { + "Dice": 0.8028008467676274, + "FN": 817, + "FP": 394, + "IoU": 0.6705658324265505, + "TN": 697252, + "TP": 2465, + "n_pred": 2859, + "n_ref": 3282 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9588097102584182, + "FN": 47, + "FP": 216, + "IoU": 0.9208784596871239, + "TN": 697604, + "TP": 3061, + "n_pred": 3277, + "n_ref": 3108 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9768572334354856, + "FN": 105, + "FP": 114, + "IoU": 0.9547614129312125, + "TN": 696087, + "TP": 4622, + "n_pred": 4736, + "n_ref": 4727 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9504975989082435, + "FN": 2428, + "FP": 1417, + "IoU": 0.9056650065016315, + "TN": 660169, + "TP": 36914, + "n_pred": 38331, + "n_ref": 39342 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 700917, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "8": { + "Dice": 0.8717948717948718, + "FN": 5, + "FP": 25, + "IoU": 0.7727272727272727, + "TN": 700796, + "TP": 102, + "n_pred": 127, + "n_ref": 107 + }, + "9": { + "Dice": 0.8826313113535923, + "FN": 474, + "FP": 2527, + "IoU": 0.7899194959747987, + "TN": 686643, + "TP": 11284, + "n_pred": 13811, + "n_ref": 11758 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 9004, + "IoU": 0.0, + "TN": 341460, + "TP": 0, + "n_pred": 9004, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 69, + "IoU": 0.0, + "TN": 350395, + "TP": 0, + "n_pred": 69, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9747037040655808, + "FN": 1154, + "FP": 1435, + "IoU": 0.9506556377220401, + "TN": 297996, + "TP": 49879, + "n_pred": 51314, + "n_ref": 51033 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 310, + "IoU": 0.0, + "TN": 350154, + "TP": 0, + "n_pred": 310, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.935064935064935, + "FN": 72, + "FP": 318, + "IoU": 0.8780487804878049, + "TN": 347266, + "TP": 2808, + "n_pred": 3126, + "n_ref": 2880 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1745, + "IoU": 0.0, + "TN": 348719, + "TP": 0, + "n_pred": 1745, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9847518344408784, + "FN": 1128, + "FP": 17, + "IoU": 0.9699616978855135, + "TN": 487578, + "TP": 36973, + "n_pred": 36990, + "n_ref": 38101 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9209476988926015, + "FN": 3328, + "FP": 4503, + "IoU": 0.8534782771395427, + "TN": 472250, + "TP": 45615, + "n_pred": 50118, + "n_ref": 48943 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8635659336178542, + "FN": 3635, + "FP": 1384, + "IoU": 0.7598909247476439, + "TN": 504793, + "TP": 15884, + "n_pred": 17268, + "n_ref": 19519 + }, + "14": { + "Dice": 0.32200347997306267, + "FN": 198293, + "FP": 42, + "IoU": 0.19189758508432037, + "TN": 280263, + "TP": 47098, + "n_pred": 47140, + "n_ref": 245391 + }, + "15": { + "Dice": 0.4287944000378376, + "FN": 23769, + "FP": 385, + "IoU": 0.2729078868151716, + "TN": 492476, + "TP": 9066, + "n_pred": 9451, + "n_ref": 32835 + }, + "2": { + "Dice": 0.768361581920904, + "FN": 73, + "FP": 9, + "IoU": 0.6238532110091743, + "TN": 525478, + "TP": 136, + "n_pred": 145, + "n_ref": 209 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 525672, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 273, + "IoU": 0.0, + "TN": 525423, + "TP": 0, + "n_pred": 273, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 118176, + "IoU": 0.0, + "TN": 407520, + "TP": 0, + "n_pred": 118176, + "n_ref": 0 + }, + "7": { + "Dice": 0.09277745155607751, + "FN": 25, + "FP": 3065, + "IoU": 0.04864532019704434, + "TN": 522448, + "TP": 158, + "n_pred": 3223, + "n_ref": 183 + }, + "8": { + "Dice": 0.9700802393580852, + "FN": 335, + "FP": 105, + "IoU": 0.9418988511818301, + "TN": 518123, + "TP": 7133, + "n_pred": 7238, + "n_ref": 7468 + }, + "9": { + "Dice": 0.9473908564527015, + "FN": 1345, + "FP": 136, + "IoU": 0.9000404967602592, + "TN": 510880, + "TP": 13335, + "n_pred": 13471, + "n_ref": 14680 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6524541398116014, + "FN": 639, + "FP": 62, + "IoU": 0.4841795437821928, + "TN": 699569, + "TP": 658, + "n_pred": 720, + "n_ref": 1297 + }, + "11": { + "Dice": 0.7230838729107062, + "FN": 1202, + "FP": 637, + "IoU": 0.5662735849056604, + "TN": 696688, + "TP": 2401, + "n_pred": 3038, + "n_ref": 3603 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9338995046001416, + "FN": 183, + "FP": 284, + "IoU": 0.8759957514604355, + "TN": 697162, + "TP": 3299, + "n_pred": 3583, + "n_ref": 3482 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9671302937691012, + "FN": 181, + "FP": 346, + "IoU": 0.936352657004831, + "TN": 692648, + "TP": 7753, + "n_pred": 8099, + "n_ref": 7934 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9636775491454007, + "FN": 2589, + "FP": 4290, + "IoU": 0.9299012564580722, + "TN": 602795, + "TP": 91254, + "n_pred": 95544, + "n_ref": 93843 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 47, + "IoU": 0.0, + "TN": 700881, + "TP": 0, + "n_pred": 47, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9484579996592264, + "FN": 1297, + "FP": 1123, + "IoU": 0.9019687272138054, + "TN": 676242, + "TP": 22266, + "n_pred": 23389, + "n_ref": 23563 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9904560177873568, + "FN": 1427, + "FP": 114, + "IoU": 0.9810924885278889, + "TN": 444194, + "TP": 79961, + "n_pred": 80075, + "n_ref": 81388 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 525695, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 350450, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9718994743459621, + "FN": 1400, + "FP": 455, + "IoU": 0.945335062179525, + "TN": 316530, + "TP": 32079, + "n_pred": 32534, + "n_ref": 33479 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8765054482890461, + "FN": 2339, + "FP": 245, + "IoU": 0.7801599455504509, + "TN": 338710, + "TP": 9170, + "n_pred": 9415, + "n_ref": 11509 + }, + "6": { + "Dice": 0.9527928102048705, + "FN": 1604, + "FP": 350, + "IoU": 0.9098417385687261, + "TN": 328791, + "TP": 19719, + "n_pred": 20069, + "n_ref": 21323 + }, + "7": { + "Dice": 0.7337471688616727, + "FN": 3417, + "FP": 2931, + "IoU": 0.5794633984763167, + "TN": 335369, + "TP": 8747, + "n_pred": 11678, + "n_ref": 12164 + }, + "8": { + "Dice": 0.9777263875365141, + "FN": 154, + "FP": 578, + "IoU": 0.9564233837361591, + "TN": 333666, + "TP": 16066, + "n_pred": 16644, + "n_ref": 16220 + }, + "9": { + "Dice": 0.8645916467145517, + "FN": 169, + "FP": 340, + "IoU": 0.7614807872539832, + "TN": 348330, + "TP": 1625, + "n_pred": 1965, + "n_ref": 1794 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 3086, + "IoU": 0.0, + "TN": 347378, + "TP": 0, + "n_pred": 3086, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9778656837184213, + "FN": 53, + "FP": 1178, + "IoU": 0.9566900045737606, + "TN": 322041, + "TP": 27192, + "n_pred": 28370, + "n_ref": 27245 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9748436565337973, + "FN": 437, + "FP": 1876, + "IoU": 0.9509219376604638, + "TN": 478567, + "TP": 44816, + "n_pred": 46692, + "n_ref": 45253 + }, + "10": { + "Dice": 0.6306306306306306, + "FN": 201, + "FP": 4, + "IoU": 0.4605263157894737, + "TN": 525316, + "TP": 175, + "n_pred": 179, + "n_ref": 376 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9402665097313885, + "FN": 5108, + "FP": 1997, + "IoU": 0.8872669575565252, + "TN": 462671, + "TP": 55920, + "n_pred": 57917, + "n_ref": 61028 + }, + "15": { + "Dice": 0.8387045855147194, + "FN": 1993, + "FP": 4138, + "IoU": 0.7222146708350324, + "TN": 503625, + "TP": 15940, + "n_pred": 20078, + "n_ref": 17933 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9148264984227129, + "FN": 44, + "FP": 10, + "IoU": 0.8430232558139535, + "TN": 525352, + "TP": 290, + "n_pred": 300, + "n_ref": 334 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9559008819823603, + "FN": 992, + "FP": 58, + "IoU": 0.915526950925181, + "TN": 338034, + "TP": 11380, + "n_pred": 11438, + "n_ref": 12372 + }, + "10": { + "Dice": 0.9355361692272061, + "FN": 610, + "FP": 225, + "IoU": 0.8788801856686974, + "TN": 343570, + "TP": 6059, + "n_pred": 6284, + "n_ref": 6669 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9750538831997855, + "FN": 980, + "FP": 1439, + "IoU": 0.9513220911981326, + "TN": 300770, + "TP": 47275, + "n_pred": 48714, + "n_ref": 48255 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7106314948041567, + "FN": 141, + "FP": 583, + "IoU": 0.5511469311841289, + "TN": 524083, + "TP": 889, + "n_pred": 1472, + "n_ref": 1030 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8778877887788779, + "FN": 1609, + "FP": 2054, + "IoU": 0.7823529411764706, + "TN": 508866, + "TP": 13167, + "n_pred": 15221, + "n_ref": 14776 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.33387688544639216, + "FN": 1889, + "FP": 1379, + "IoU": 0.20039148519696598, + "TN": 521609, + "TP": 819, + "n_pred": 2198, + "n_ref": 2708 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9742257398485892, + "FN": 1796, + "FP": 2698, + "IoU": 0.9497467207890234, + "TN": 436269, + "TP": 84933, + "n_pred": 87631, + "n_ref": 86729 + }, + "7": { + "Dice": 0.7416897506925207, + "FN": 1244, + "FP": 248, + "IoU": 0.589433131535498, + "TN": 522062, + "TP": 2142, + "n_pred": 2390, + "n_ref": 3386 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.878657487091222, + "FN": 155, + "FP": 127, + "IoU": 0.7835763622409824, + "TN": 524393, + "TP": 1021, + "n_pred": 1148, + "n_ref": 1176 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9765071801998544, + "FN": 1506, + "FP": 269, + "IoU": 0.9540928488296909, + "TN": 311799, + "TP": 36890, + "n_pred": 37159, + "n_ref": 38396 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8864503611081168, + "FN": 3758, + "FP": 1509, + "IoU": 0.7960582358863161, + "TN": 324638, + "TP": 20559, + "n_pred": 22068, + "n_ref": 24317 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0402.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.779450721126633, + "FN": 8998, + "FP": 743, + "IoU": 0.6386065148029977, + "TN": 323510, + "TP": 17213, + "n_pred": 17956, + "n_ref": 26211 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8672225538716324, + "FN": 161, + "FP": 6734, + "IoU": 0.7655718754249966, + "TN": 321052, + "TP": 22517, + "n_pred": 29251, + "n_ref": 22678 + }, + "7": { + "Dice": 0.386635847867199, + "FN": 16811, + "FP": 703, + "IoU": 0.23964574107840583, + "TN": 327430, + "TP": 5520, + "n_pred": 6223, + "n_ref": 22331 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.6280529734146314, + "FN": 1035.5222222222221, + "FP": 692.7177777777778, + "IoU": 0.5421638821409582, + "TN": 466041.01999999996, + "TP": 5357.139999999999, + "n_pred": 6049.857777777777, + "n_ref": 6392.662222222222 + }, + "mean": { + "1": { + "Dice": 0.9174998508624311, + "FN": 164.9, + "FP": 188.26666666666668, + "IoU": 0.853357027143082, + "TN": 467967.5333333333, + "TP": 4805.7, + "n_pred": 4993.966666666666, + "n_ref": 4970.6 + }, + "10": { + "Dice": 0.5694461904721021, + "FN": 1196.4, + "FP": 572.1333333333333, + "IoU": 0.4782511783450578, + "TN": 468260.43333333335, + "TP": 3097.4333333333334, + "n_pred": 3669.5666666666666, + "n_ref": 4293.833333333333 + }, + "11": { + "Dice": 0.41573221434676155, + "FN": 44.46666666666667, + "FP": 29.233333333333334, + "IoU": 0.2682047325102881, + "TN": 473015.86666666664, + "TP": 36.833333333333336, + "n_pred": 66.06666666666666, + "n_ref": 81.3 + }, + "12": { + "Dice": 0.516069847239722, + "FN": 254.43333333333334, + "FP": 103.43333333333334, + "IoU": 0.401606171386788, + "TN": 472481.3, + "TP": 287.23333333333335, + "n_pred": 390.6666666666667, + "n_ref": 541.6666666666666 + }, + "13": { + "Dice": 0.6252620224434056, + "FN": 1589.1, + "FP": 954.9666666666667, + "IoU": 0.5047370823863807, + "TN": 468003.1666666667, + "TP": 2579.1666666666665, + "n_pred": 3534.133333333333, + "n_ref": 4168.266666666666 + }, + "14": { + "Dice": 0.5082239917524143, + "FN": 2546.766666666667, + "FP": 2396.633333333333, + "IoU": 0.4562495676792651, + "TN": 459473.6, + "TP": 8709.4, + "n_pred": 11106.033333333333, + "n_ref": 11256.166666666666 + }, + "15": { + "Dice": 0.5174592819302435, + "FN": 3474.133333333333, + "FP": 550.8333333333334, + "IoU": 0.38556463688071374, + "TN": 466600.93333333335, + "TP": 2500.5, + "n_pred": 3051.3333333333335, + "n_ref": 5974.633333333333 + }, + "2": { + "Dice": 0.5777049202360621, + "FN": 161.33333333333334, + "FP": 1235.7333333333333, + "IoU": 0.5281214621193465, + "TN": 467801.3333333333, + "TP": 3928.0, + "n_pred": 5163.733333333334, + "n_ref": 4089.3333333333335 + }, + "3": { + "Dice": 0.7280087721948165, + "FN": 1677.6666666666667, + "FP": 306.0, + "IoU": 0.6672524507282461, + "TN": 462502.56666666665, + "TP": 8640.166666666666, + "n_pred": 8946.166666666666, + "n_ref": 10317.833333333334 + }, + "4": { + "Dice": 0.5202100683614606, + "FN": 340.1, + "FP": 311.8333333333333, + "IoU": 0.45842350491949724, + "TN": 470296.8, + "TP": 2177.6666666666665, + "n_pred": 2489.5, + "n_ref": 2517.766666666667 + }, + "5": { + "Dice": 0.5822111778444035, + "FN": 465.1333333333333, + "FP": 111.1, + "IoU": 0.46953366372913513, + "TN": 471889.13333333336, + "TP": 661.0333333333333, + "n_pred": 772.1333333333333, + "n_ref": 1126.1666666666667 + }, + "6": { + "Dice": 0.7724450695707558, + "FN": 922.2, + "FP": 1356.6666666666667, + "IoU": 0.7266799394381037, + "TN": 444226.1, + "TP": 26621.433333333334, + "n_pred": 27978.1, + "n_ref": 27543.633333333335 + }, + "7": { + "Dice": 0.5184089681918042, + "FN": 1685.7, + "FP": 1060.0333333333333, + "IoU": 0.4432717482187876, + "TN": 463415.4666666667, + "TP": 6965.2, + "n_pred": 8025.233333333334, + "n_ref": 8650.9 + }, + "8": { + "Dice": 0.9045766810260192, + "FN": 562.7333333333333, + "FP": 478.2, + "IoU": 0.8354402167313643, + "TN": 465998.0333333333, + "TP": 6087.433333333333, + "n_pred": 6565.633333333333, + "n_ref": 6650.166666666667 + }, + "9": { + "Dice": 0.7475355447470693, + "FN": 447.76666666666665, + "FP": 735.7, + "IoU": 0.6557648498983165, + "TN": 468683.0333333333, + "TP": 3259.9, + "n_pred": 3995.6, + "n_ref": 3707.6666666666665 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9551299223144923, + "FN": 585, + "FP": 85, + "IoU": 0.9141135751826689, + "TN": 342663, + "TP": 7131, + "n_pred": 7216, + "n_ref": 7716 + }, + "10": { + "Dice": 0.8706181633172221, + "FN": 1674, + "FP": 869, + "IoU": 0.7708802594828363, + "TN": 339365, + "TP": 8556, + "n_pred": 9425, + "n_ref": 10230 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7471438681629764, + "FN": 1691, + "FP": 810, + "IoU": 0.5963524854744997, + "TN": 344268, + "TP": 3695, + "n_pred": 4505, + "n_ref": 5386 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9631513787281936, + "FN": 314, + "FP": 1323, + "IoU": 0.9289218878902349, + "TN": 327433, + "TP": 21394, + "n_pred": 22717, + "n_ref": 21708 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9200805910006716, + "FN": 83, + "FP": 36, + "IoU": 0.8519900497512438, + "TN": 349660, + "TP": 685, + "n_pred": 721, + "n_ref": 768 + }, + "7": { + "Dice": 0.9365469749139204, + "FN": 243, + "FP": 15, + "IoU": 0.8806660499537465, + "TN": 348302, + "TP": 1904, + "n_pred": 1919, + "n_ref": 2147 + }, + "8": { + "Dice": 0.9188172211595748, + "FN": 2238, + "FP": 351, + "IoU": 0.8498259860788863, + "TN": 333224, + "TP": 14651, + "n_pred": 15002, + "n_ref": 16889 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9558732575289024, + "FN": 2462, + "FP": 1248, + "IoU": 0.9154762718428907, + "TN": 481803, + "TP": 40183, + "n_pred": 41431, + "n_ref": 42645 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 525689, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6415094339622641, + "FN": 57, + "FP": 0, + "IoU": 0.4722222222222222, + "TN": 525588, + "TP": 51, + "n_pred": 51, + "n_ref": 108 + }, + "13": { + "Dice": 0.8858683926645091, + "FN": 417, + "FP": 112, + "IoU": 0.7951200619674671, + "TN": 523114, + "TP": 2053, + "n_pred": 2165, + "n_ref": 2470 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9545812549225519, + "FN": 69, + "FP": 104, + "IoU": 0.9131089904570567, + "TN": 523705, + "TP": 1818, + "n_pred": 1922, + "n_ref": 1887 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.46321525885558584, + "FN": 2169, + "FP": 392, + "IoU": 0.30141843971631205, + "TN": 522030, + "TP": 1105, + "n_pred": 1497, + "n_ref": 3274 + }, + "6": { + "Dice": 0.0, + "FN": 16, + "FP": 0, + "IoU": 0.0, + "TN": 525680, + "TP": 0, + "n_pred": 0, + "n_ref": 16 + }, + "7": { + "Dice": 0.9651560988344415, + "FN": 1683, + "FP": 586, + "IoU": 0.9326586335846144, + "TN": 492002, + "TP": 31425, + "n_pred": 32011, + "n_ref": 33108 + }, + "8": { + "Dice": 0.8519355028772315, + "FN": 1493, + "FP": 6046, + "IoU": 0.742062405912139, + "TN": 496468, + "TP": 21689, + "n_pred": 27735, + "n_ref": 23182 + }, + "9": { + "Dice": 0.891000891000891, + "FN": 685, + "FP": 783, + "IoU": 0.8034279592929834, + "TN": 518228, + "TP": 6000, + "n_pred": 6783, + "n_ref": 6685 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9086239115740925, + "FN": 2492, + "FP": 8999, + "IoU": 0.832548853882809, + "TN": 457073, + "TP": 57132, + "n_pred": 66131, + "n_ref": 59624 + }, + "15": { + "Dice": 0.7022913392340144, + "FN": 3558, + "FP": 7239, + "IoU": 0.5411779704232534, + "TN": 502164, + "TP": 12735, + "n_pred": 19974, + "n_ref": 16293 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3414656349567592, + "FN": 14391, + "FP": 77, + "IoU": 0.20588396728689828, + "TN": 507477, + "TP": 3751, + "n_pred": 3828, + "n_ref": 18142 + }, + "14": { + "Dice": 0.9477387705043692, + "FN": 2244, + "FP": 4574, + "IoU": 0.9006687160360728, + "TN": 457057, + "TP": 61821, + "n_pred": 66395, + "n_ref": 64065 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8723487824037707, + "FN": 736, + "FP": 564, + "IoU": 0.7735980494601185, + "TN": 519954, + "TP": 4442, + "n_pred": 5006, + "n_ref": 5178 + }, + "6": { + "Dice": 0.9639908859250005, + "FN": 2032, + "FP": 3041, + "IoU": 0.9304849473121668, + "TN": 452719, + "TP": 67904, + "n_pred": 70945, + "n_ref": 69936 + }, + "7": { + "Dice": 0.7230918409752043, + "FN": 699, + "FP": 1300, + "IoU": 0.5662833586461271, + "TN": 521087, + "TP": 2610, + "n_pred": 3910, + "n_ref": 3309 + }, + "8": { + "Dice": 0.7574382249117498, + "FN": 297, + "FP": 4513, + "IoU": 0.609577922077922, + "TN": 513376, + "TP": 7510, + "n_pred": 12023, + "n_ref": 7807 + }, + "9": { + "Dice": 0.7895169732316435, + "FN": 5223, + "FP": 6037, + "IoU": 0.6522329977144975, + "TN": 493318, + "TP": 21118, + "n_pred": 27155, + "n_ref": 26341 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9124415193085401, + "FN": 1558, + "FP": 9484, + "IoU": 0.8389815678954736, + "TN": 281888, + "TP": 57534, + "n_pred": 67018, + "n_ref": 59092 + }, + "15": { + "Dice": 0.15111869925155347, + "FN": 42728, + "FP": 31, + "IoU": 0.0817352088478471, + "TN": 303899, + "TP": 3806, + "n_pred": 3837, + "n_ref": 46534 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9134971018492961, + "FN": 2222, + "FP": 2479, + "IoU": 0.8407682146123362, + "TN": 320941, + "TP": 24822, + "n_pred": 27301, + "n_ref": 27044 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9826598768687892, + "FN": 2011, + "FP": 1704, + "IoU": 0.9659108635608695, + "TN": 241485, + "TP": 105264, + "n_pred": 106968, + "n_ref": 107275 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 176, + "IoU": 0.0, + "TN": 350288, + "TP": 0, + "n_pred": 176, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 350447, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "14": { + "Dice": 0.9501098992244847, + "FN": 451, + "FP": 752, + "IoU": 0.9049612893032074, + "TN": 337806, + "TP": 11455, + "n_pred": 12207, + "n_ref": 11906 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9014604218996599, + "FN": 2893, + "FP": 1540, + "IoU": 0.8205989477944152, + "TN": 325754, + "TP": 20277, + "n_pred": 21817, + "n_ref": 23170 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9822656400208747, + "FN": 2340, + "FP": 1534, + "IoU": 0.9651493342929112, + "TN": 239304, + "TP": 107286, + "n_pred": 108820, + "n_ref": 109626 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9792577727191039, + "FN": 531, + "FP": 2239, + "IoU": 0.9593585398418357, + "TN": 282307, + "TP": 65387, + "n_pred": 67626, + "n_ref": 65918 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8055858079818001, + "FN": 4123, + "FP": 3910, + "IoU": 0.6744610147511753, + "TN": 501020, + "TP": 16643, + "n_pred": 20553, + "n_ref": 20766 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5899090246470319, + "FN": 8691, + "FP": 6500, + "IoU": 0.41834820232032777, + "TN": 499579, + "TP": 10926, + "n_pred": 17426, + "n_ref": 19617 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2714, + "IoU": 0.0, + "TN": 522982, + "TP": 0, + "n_pred": 2714, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8106666666666666, + "FN": 211, + "FP": 2, + "IoU": 0.6816143497757847, + "TN": 525027, + "TP": 456, + "n_pred": 458, + "n_ref": 667 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 525679, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 136, + "IoU": 0.0, + "TN": 525560, + "TP": 0, + "n_pred": 136, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7860104561023977, + "FN": 1370, + "FP": 5752, + "IoU": 0.6474606474606475, + "TN": 505494, + "TP": 13080, + "n_pred": 18832, + "n_ref": 14450 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 804, + "IoU": 0.0, + "TN": 524892, + "TP": 0, + "n_pred": 804, + "n_ref": 0 + }, + "11": { + "Dice": 0.5227963525835866, + "FN": 1022, + "FP": 862, + "IoU": 0.35390946502057613, + "TN": 522780, + "TP": 1032, + "n_pred": 1894, + "n_ref": 2054 + }, + "12": { + "Dice": 0.2535211267605634, + "FN": 1, + "FP": 52, + "IoU": 0.14516129032258066, + "TN": 525634, + "TP": 9, + "n_pred": 61, + "n_ref": 10 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8949919224555735, + "FN": 25, + "FP": 430, + "IoU": 0.8099415204678363, + "TN": 523302, + "TP": 1939, + "n_pred": 2369, + "n_ref": 1964 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8476903870162297, + "FN": 1519, + "FP": 433, + "IoU": 0.7356446370530878, + "TN": 518312, + "TP": 5432, + "n_pred": 5865, + "n_ref": 6951 + }, + "6": { + "Dice": 0.9592215330336311, + "FN": 9308, + "FP": 1441, + "IoU": 0.9216385268130523, + "TN": 388524, + "TP": 126423, + "n_pred": 127864, + "n_ref": 135731 + }, + "7": { + "Dice": 0.791068126866733, + "FN": 2734, + "FP": 1673, + "IoU": 0.6543529411764706, + "TN": 512946, + "TP": 8343, + "n_pred": 10016, + "n_ref": 11077 + }, + "8": { + "Dice": 0.9489435295886909, + "FN": 845, + "FP": 513, + "IoU": 0.9028473315209615, + "TN": 511718, + "TP": 12620, + "n_pred": 13133, + "n_ref": 13465 + }, + "9": { + "Dice": 0.8615107913669064, + "FN": 1157, + "FP": 2539, + "IoU": 0.7567140600315956, + "TN": 510504, + "TP": 11496, + "n_pred": 14035, + "n_ref": 12653 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.44212218649517687, + "FN": 1113, + "FP": 275, + "IoU": 0.2837977296181631, + "TN": 523758, + "TP": 550, + "n_pred": 825, + "n_ref": 1663 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8217898832684825, + "FN": 195, + "FP": 34, + "IoU": 0.6974900924702774, + "TN": 524939, + "TP": 528, + "n_pred": 562, + "n_ref": 723 + }, + "13": { + "Dice": 0.591516103692066, + "FN": 6706, + "FP": 4734, + "IoU": 0.4199665365309537, + "TN": 505973, + "TP": 8283, + "n_pred": 13017, + "n_ref": 14989 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7949511199109022, + "FN": 2609, + "FP": 705, + "IoU": 0.6596837132881496, + "TN": 515958, + "TP": 6424, + "n_pred": 7129, + "n_ref": 9033 + }, + "6": { + "Dice": 0.9393867551762288, + "FN": 1212, + "FP": 1856, + "IoU": 0.8857015125549512, + "TN": 498854, + "TP": 23774, + "n_pred": 25630, + "n_ref": 24986 + }, + "7": { + "Dice": 0.7071043857399333, + "FN": 78, + "FP": 2206, + "IoU": 0.5469152945844079, + "TN": 520655, + "TP": 2757, + "n_pred": 4963, + "n_ref": 2835 + }, + "8": { + "Dice": 0.9509243225534703, + "FN": 3864, + "FP": 1379, + "IoU": 0.9064401577472831, + "TN": 469657, + "TP": 50796, + "n_pred": 52175, + "n_ref": 54660 + }, + "9": { + "Dice": 0.8438509208344244, + "FN": 2854, + "FP": 724, + "IoU": 0.7298807187075343, + "TN": 512450, + "TP": 9668, + "n_pred": 10392, + "n_ref": 12522 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9816354106952747, + "FN": 938, + "FP": 856, + "IoU": 0.9639331738404937, + "TN": 300723, + "TP": 47947, + "n_pred": 48803, + "n_ref": 48885 + }, + "7": { + "Dice": 0.09573672400897532, + "FN": 859, + "FP": 350, + "IoU": 0.05027494108405342, + "TN": 349191, + "TP": 64, + "n_pred": 414, + "n_ref": 923 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9674281691943432, + "FN": 333, + "FP": 176, + "IoU": 0.9369112543381259, + "TN": 517628, + "TP": 7559, + "n_pred": 7735, + "n_ref": 7892 + }, + "10": { + "Dice": 0.9436196830692244, + "FN": 1064, + "FP": 288, + "IoU": 0.8932575398705195, + "TN": 513030, + "TP": 11314, + "n_pred": 11602, + "n_ref": 12378 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.030303030303030304, + "FN": 128, + "FP": 0, + "IoU": 0.015384615384615385, + "TN": 525566, + "TP": 2, + "n_pred": 2, + "n_ref": 130 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 26431, + "IoU": 0.0, + "TN": 499265, + "TP": 0, + "n_pred": 26431, + "n_ref": 0 + }, + "3": { + "Dice": 0.7641675761900764, + "FN": 30113, + "FP": 786, + "IoU": 0.6183423913043479, + "TN": 444736, + "TP": 50061, + "n_pred": 50847, + "n_ref": 80174 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5150615188799321, + "FN": 3333, + "FP": 1239, + "IoU": 0.34685714285714286, + "TN": 518696, + "TP": 2428, + "n_pred": 3667, + "n_ref": 5761 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9083202882712585, + "FN": 5996, + "FP": 212, + "IoU": 0.8320391764292092, + "TN": 488735, + "TP": 30753, + "n_pred": 30965, + "n_ref": 36749 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6311642631023566, + "FN": 1244, + "FP": 30214, + "IoU": 0.46109569328810773, + "TN": 467322, + "TP": 26916, + "n_pred": 57130, + "n_ref": 28160 + }, + "15": { + "Dice": 0.7496864361225587, + "FN": 4896, + "FP": 2089, + "IoU": 0.5995987388936658, + "TN": 508251, + "TP": 10460, + "n_pred": 12549, + "n_ref": 15356 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8642706444090758, + "FN": 1569, + "FP": 2098, + "IoU": 0.7609829226958675, + "TN": 335122, + "TP": 11675, + "n_pred": 13773, + "n_ref": 13244 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6281682780245623, + "FN": 9270, + "FP": 691, + "IoU": 0.4579047619047619, + "TN": 332089, + "TP": 8414, + "n_pred": 9105, + "n_ref": 17684 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 4019, + "IoU": 0.0, + "TN": 346445, + "TP": 0, + "n_pred": 4019, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9551682205107418, + "FN": 511, + "FP": 595, + "IoU": 0.9141837368094351, + "TN": 337576, + "TP": 11782, + "n_pred": 12377, + "n_ref": 12293 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.1346153846153846, + "FN": 90, + "FP": 0, + "IoU": 0.07216494845360824, + "TN": 350367, + "TP": 7, + "n_pred": 7, + "n_ref": 97 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.2986708365910868, + "FN": 6254, + "FP": 25, + "IoU": 0.17555147058823528, + "TN": 342848, + "TP": 1337, + "n_pred": 1362, + "n_ref": 7591 + }, + "8": { + "Dice": 0.7096774193548387, + "FN": 26, + "FP": 1, + "IoU": 0.55, + "TN": 350404, + "TP": 33, + "n_pred": 34, + "n_ref": 59 + }, + "9": { + "Dice": 0.6370197264416798, + "FN": 83, + "FP": 5198, + "IoU": 0.46737266767523955, + "TN": 340549, + "TP": 4634, + "n_pred": 9832, + "n_ref": 4717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 8257, + "FP": 0, + "IoU": 0.0, + "TN": 692671, + "TP": 0, + "n_pred": 0, + "n_ref": 8257 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.16786198875751115, + "FN": 2844, + "FP": 1449, + "IoU": 0.09162082099026661, + "TN": 696202, + "TP": 433, + "n_pred": 1882, + "n_ref": 3277 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.017982254743671402, + "FN": 66297, + "FP": 0, + "IoU": 0.009072701183785723, + "TN": 634024, + "TP": 607, + "n_pred": 607, + "n_ref": 66904 + }, + "15": { + "Dice": 0.17707749243018953, + "FN": 14164, + "FP": 512, + "IoU": 0.09713934174100276, + "TN": 684673, + "TP": 1579, + "n_pred": 2091, + "n_ref": 15743 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.5803407601572739, + "FN": 5502, + "FP": 2503, + "IoU": 0.4087887740029542, + "TN": 687388, + "TP": 5535, + "n_pred": 8038, + "n_ref": 11037 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 3588, + "FP": 0, + "IoU": 0.0, + "TN": 697340, + "TP": 0, + "n_pred": 0, + "n_ref": 3588 + }, + "6": { + "Dice": 0.5101082295282826, + "FN": 387, + "FP": 6810, + "IoU": 0.3423793859649123, + "TN": 689984, + "TP": 3747, + "n_pred": 10557, + "n_ref": 4134 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 967, + "IoU": 0.0, + "TN": 699961, + "TP": 0, + "n_pred": 967, + "n_ref": 0 + }, + "8": { + "Dice": 0.9671750663129973, + "FN": 906, + "FP": 84, + "IoU": 0.9364365971107544, + "TN": 685353, + "TP": 14585, + "n_pred": 14669, + "n_ref": 15491 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9763538348444009, + "FN": 213, + "FP": 173, + "IoU": 0.9538001196888091, + "TN": 517341, + "TP": 7969, + "n_pred": 8142, + "n_ref": 8182 + }, + "9": { + "Dice": 0.9730361041994617, + "FN": 479, + "FP": 52, + "IoU": 0.9474881329113924, + "TN": 515584, + "TP": 9581, + "n_pred": 9633, + "n_ref": 10060 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3372, + "IoU": 0.0, + "TN": 347092, + "TP": 0, + "n_pred": 3372, + "n_ref": 0 + }, + "3": { + "Dice": 0.16748329621380847, + "FN": 3738, + "FP": 0, + "IoU": 0.09139523578026251, + "TN": 346350, + "TP": 376, + "n_pred": 376, + "n_ref": 4114 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9565731749396165, + "FN": 556, + "FP": 325, + "IoU": 0.9167611489040061, + "TN": 339880, + "TP": 9703, + "n_pred": 10028, + "n_ref": 10259 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9447909754479098, + "FN": 272, + "FP": 1392, + "IoU": 0.895359074330273, + "TN": 509794, + "TP": 14238, + "n_pred": 15630, + "n_ref": 14510 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9044097507532183, + "FN": 143, + "FP": 555, + "IoU": 0.8255, + "TN": 521696, + "TP": 3302, + "n_pred": 3857, + "n_ref": 3445 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1118, + "IoU": 0.0, + "TN": 524578, + "TP": 0, + "n_pred": 1118, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9625489100055897, + "FN": 1604, + "FP": 2349, + "IoU": 0.927801724137931, + "TN": 470944, + "TP": 50799, + "n_pred": 53148, + "n_ref": 52403 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1436, + "IoU": 0.0, + "TN": 524260, + "TP": 0, + "n_pred": 1436, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9505568856042469, + "FN": 3727, + "FP": 2448, + "IoU": 0.9057726641539378, + "TN": 460163, + "TP": 59358, + "n_pred": 61806, + "n_ref": 63085 + }, + "7": { + "Dice": 0.9363468255598931, + "FN": 2536, + "FP": 562, + "IoU": 0.8803121619533303, + "TN": 499812, + "TP": 22786, + "n_pred": 23348, + "n_ref": 25322 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9232827832292596, + "FN": 329, + "FP": 187, + "IoU": 0.8574979287489644, + "TN": 522075, + "TP": 3105, + "n_pred": 3292, + "n_ref": 3434 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9733709905184588, + "FN": 1292, + "FP": 1084, + "IoU": 0.9481234034191394, + "TN": 479895, + "TP": 43425, + "n_pred": 44509, + "n_ref": 44717 + }, + "3": { + "Dice": 0.9632311297182645, + "FN": 2790, + "FP": 521, + "IoU": 0.929070265638389, + "TN": 479016, + "TP": 43369, + "n_pred": 43890, + "n_ref": 46159 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9671161316247712, + "FN": 1220, + "FP": 1726, + "IoU": 0.9363261071606113, + "TN": 479429, + "TP": 43321, + "n_pred": 45047, + "n_ref": 44541 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9570542260897591, + "FN": 244, + "FP": 289, + "IoU": 0.9176452410383189, + "TN": 343992, + "TP": 5939, + "n_pred": 6228, + "n_ref": 6183 + }, + "10": { + "Dice": 0.503793626707132, + "FN": 314, + "FP": 13, + "IoU": 0.3367139959432049, + "TN": 349971, + "TP": 166, + "n_pred": 179, + "n_ref": 480 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.2035670356703567, + "FN": 193, + "FP": 4987, + "IoU": 0.11331735706949675, + "TN": 344622, + "TP": 662, + "n_pred": 5649, + "n_ref": 855 + }, + "7": { + "Dice": 0.9540235281842606, + "FN": 7285, + "FP": 1528, + "IoU": 0.9120888986423805, + "TN": 250215, + "TP": 91436, + "n_pred": 92964, + "n_ref": 98721 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8314606741573034, + "FN": 7, + "FP": 8, + "IoU": 0.7115384615384616, + "TN": 700876, + "TP": 37, + "n_pred": 45, + "n_ref": 44 + }, + "10": { + "Dice": 0.8794647919265223, + "FN": 1496, + "FP": 1693, + "IoU": 0.7848613640963368, + "TN": 686105, + "TP": 11634, + "n_pred": 13327, + "n_ref": 13130 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.37695399732023227, + "FN": 1386, + "FP": 9, + "IoU": 0.2322509631260319, + "TN": 699111, + "TP": 422, + "n_pred": 431, + "n_ref": 1808 + }, + "13": { + "Dice": 0.912927536231884, + "FN": 1551, + "FP": 2204, + "IoU": 0.8398037542662116, + "TN": 677488, + "TP": 19685, + "n_pred": 21889, + "n_ref": 21236 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 426, + "IoU": 0.0, + "TN": 700502, + "TP": 0, + "n_pred": 426, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.009907120743034056, + "FN": 4, + "FP": 1595, + "IoU": 0.004978220286247666, + "TN": 699321, + "TP": 8, + "n_pred": 1603, + "n_ref": 12 + }, + "3": { + "Dice": 0.9497447155763218, + "FN": 4343, + "FP": 2616, + "IoU": 0.9042989163320314, + "TN": 628212, + "TP": 65757, + "n_pred": 68373, + "n_ref": 70100 + }, + "4": { + "Dice": 0.7859886777193692, + "FN": 1236, + "FP": 2998, + "IoU": 0.6474310933466567, + "TN": 688919, + "TP": 7775, + "n_pred": 10773, + "n_ref": 9011 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9714288574045251, + "FN": 1201, + "FP": 4508, + "IoU": 0.9444449850627171, + "TN": 598165, + "TP": 97054, + "n_pred": 101562, + "n_ref": 98255 + }, + "7": { + "Dice": 0.7595727198027937, + "FN": 8509, + "FP": 269, + "IoU": 0.6123476417594065, + "TN": 678284, + "TP": 13866, + "n_pred": 14135, + "n_ref": 22375 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8952945300749754, + "FN": 287, + "FP": 8972, + "IoU": 0.8104373106215708, + "TN": 476852, + "TP": 39585, + "n_pred": 48557, + "n_ref": 39872 + }, + "15": { + "Dice": 0.7083551009002661, + "FN": 17566, + "FP": 6439, + "IoU": 0.5484131911131177, + "TN": 472539, + "TP": 29152, + "n_pred": 35591, + "n_ref": 46718 + }, + "2": { + "Dice": 0.45620223398001175, + "FN": 136, + "FP": 789, + "IoU": 0.2955064737242955, + "TN": 524383, + "TP": 388, + "n_pred": 1177, + "n_ref": 524 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 52, + "IoU": 0.0, + "TN": 525644, + "TP": 0, + "n_pred": 52, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8353327524964814, + "FN": 1830, + "FP": 627, + "IoU": 0.7172286799401543, + "TN": 692239, + "TP": 6232, + "n_pred": 6859, + "n_ref": 8062 + }, + "15": { + "Dice": 0.6162266236428788, + "FN": 21312, + "FP": 215, + "IoU": 0.44532337026539554, + "TN": 662118, + "TP": 17283, + "n_pred": 17498, + "n_ref": 38595 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9411454557437554, + "FN": 304, + "FP": 589, + "IoU": 0.8888335615585709, + "TN": 692895, + "TP": 7140, + "n_pred": 7729, + "n_ref": 7444 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8008774067755301, + "FN": 529, + "FP": 1922, + "IoU": 0.6678861788617886, + "TN": 518316, + "TP": 4929, + "n_pred": 6851, + "n_ref": 5458 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7727405674173735, + "FN": 3195, + "FP": 1467, + "IoU": 0.6296472831267874, + "TN": 513108, + "TP": 7926, + "n_pred": 9393, + "n_ref": 11121 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9412941544232573, + "FN": 881, + "FP": 58, + "IoU": 0.8890988543758119, + "TN": 517229, + "TP": 7528, + "n_pred": 7586, + "n_ref": 8409 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9059088924465143, + "FN": 1687, + "FP": 899, + "IoU": 0.8280013302294645, + "TN": 510661, + "TP": 12449, + "n_pred": 13348, + "n_ref": 14136 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9548630420934489, + "FN": 2068, + "FP": 6860, + "IoU": 0.9136247980418525, + "TN": 422333, + "TP": 94435, + "n_pred": 101295, + "n_ref": 96503 + }, + "7": { + "Dice": 0.0, + "FN": 24, + "FP": 3, + "IoU": 0.0, + "TN": 525669, + "TP": 0, + "n_pred": 3, + "n_ref": 24 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 24, + "FP": 1, + "IoU": 0.0, + "TN": 525671, + "TP": 0, + "n_pred": 1, + "n_ref": 24 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0400.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8785425101214575, + "FN": 97, + "FP": 23, + "IoU": 0.7833935018050542, + "TN": 349910, + "TP": 434, + "n_pred": 457, + "n_ref": 531 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.901595744680851, + "FN": 166, + "FP": 130, + "IoU": 0.8208232445520581, + "TN": 348812, + "TP": 1356, + "n_pred": 1486, + "n_ref": 1522 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 309, + "IoU": 0.0, + "TN": 350155, + "TP": 0, + "n_pred": 309, + "n_ref": 0 + }, + "3": { + "Dice": 0.966264665967256, + "FN": 2555, + "FP": 950, + "IoU": 0.9347311968119775, + "TN": 296763, + "TP": 50196, + "n_pred": 51146, + "n_ref": 52751 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9558270676691729, + "FN": 209, + "FP": 73, + "IoU": 0.9153915391539154, + "TN": 347131, + "TP": 3051, + "n_pred": 3124, + "n_ref": 3260 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0403.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7821782178217822, + "FN": 87, + "FP": 1, + "IoU": 0.6422764227642277, + "TN": 525450, + "TP": 158, + "n_pred": 159, + "n_ref": 245 + }, + "10": { + "Dice": 0.7230019749835418, + "FN": 15753, + "FP": 5285, + "IoU": 0.5661731348208026, + "TN": 477202, + "TP": 27456, + "n_pred": 32741, + "n_ref": 43209 + }, + "11": { + "Dice": 0.3086680761099366, + "FN": 312, + "FP": 15, + "IoU": 0.1825, + "TN": 525296, + "TP": 73, + "n_pred": 88, + "n_ref": 385 + }, + "12": { + "Dice": 0.7039495519415865, + "FN": 1165, + "FP": 619, + "IoU": 0.5431498079385403, + "TN": 521791, + "TP": 2121, + "n_pred": 2740, + "n_ref": 3286 + }, + "13": { + "Dice": 0.6256149360466512, + "FN": 3309, + "FP": 12292, + "IoU": 0.4551962564603995, + "TN": 497060, + "TP": 13035, + "n_pred": 25327, + "n_ref": 16344 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9283088235294118, + "FN": 176, + "FP": 58, + "IoU": 0.8662092624356775, + "TN": 523947, + "TP": 1515, + "n_pred": 1573, + "n_ref": 1691 + }, + "3": { + "Dice": 0.9711229444744188, + "FN": 906, + "FP": 325, + "IoU": 0.9438668490652075, + "TN": 503766, + "TP": 20699, + "n_pred": 21024, + "n_ref": 21605 + }, + "4": { + "Dice": 0.0, + "FN": 2075, + "FP": 3, + "IoU": 0.0, + "TN": 523618, + "TP": 0, + "n_pred": 3, + "n_ref": 2075 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9035398523129905, + "FN": 626, + "FP": 2287, + "IoU": 0.8240517033099782, + "TN": 509140, + "TP": 13643, + "n_pred": 15930, + "n_ref": 14269 + }, + "7": { + "Dice": 0.6088164613998198, + "FN": 19667, + "FP": 22005, + "IoU": 0.43762483130904184, + "TN": 451596, + "TP": 32428, + "n_pred": 54433, + "n_ref": 52095 + }, + "8": { + "Dice": 0.952934519829227, + "FN": 239, + "FP": 676, + "IoU": 0.9101002161524857, + "TN": 515518, + "TP": 9263, + "n_pred": 9939, + "n_ref": 9502 + }, + "9": { + "Dice": 0.9458740395462188, + "FN": 1558, + "FP": 985, + "IoU": 0.8973064652909583, + "TN": 500933, + "TP": 22220, + "n_pred": 23205, + "n_ref": 23778 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.6568098332515472, + "FN": 1052.031111111111, + "FP": 640.24, + "IoU": 0.5822710137407618, + "TN": 440854.61333333334, + "TP": 7215.248888888889, + "n_pred": 7855.48888888889, + "n_ref": 8267.28 + }, + "mean": { + "1": { + "Dice": 0.8030184340096829, + "FN": 337.2, + "FP": 1740.1666666666667, + "IoU": 0.7550759566934608, + "TN": 436932.6666666667, + "TP": 10752.1, + "n_pred": 12492.266666666666, + "n_ref": 11089.3 + }, + "10": { + "Dice": 0.6623213522902648, + "FN": 1309.2666666666667, + "FP": 667.1666666666666, + "IoU": 0.5455207324799132, + "TN": 445282.26666666666, + "TP": 2503.4333333333334, + "n_pred": 3170.6, + "n_ref": 3812.7 + }, + "11": { + "Dice": 0.575783539819173, + "FN": 132.8, + "FP": 50.8, + "IoU": 0.4529206708936521, + "TN": 449287.3, + "TP": 291.23333333333335, + "n_pred": 342.03333333333336, + "n_ref": 424.03333333333336 + }, + "12": { + "Dice": 0.25500961663637794, + "FN": 139.33333333333334, + "FP": 55.3, + "IoU": 0.20074122489901816, + "TN": 449367.73333333334, + "TP": 199.76666666666668, + "n_pred": 255.06666666666666, + "n_ref": 339.1 + }, + "13": { + "Dice": 0.49657287736869277, + "FN": 2281.8, + "FP": 1130.7, + "IoU": 0.380816979347277, + "TN": 443168.5, + "TP": 3181.133333333333, + "n_pred": 4311.833333333333, + "n_ref": 5462.933333333333 + }, + "14": { + "Dice": 0.7806397425655288, + "FN": 247.13333333333333, + "FP": 401.8666666666667, + "IoU": 0.7358605665214709, + "TN": 442641.06666666665, + "TP": 6472.066666666667, + "n_pred": 6873.933333333333, + "n_ref": 6719.2 + }, + "15": { + "Dice": 0.4658588930768168, + "FN": 665.5, + "FP": 223.26666666666668, + "IoU": 0.37854826879510817, + "TN": 447547.4666666667, + "TP": 1325.9, + "n_pred": 1549.1666666666667, + "n_ref": 1991.4 + }, + "2": { + "Dice": 0.6121296610369286, + "FN": 396.23333333333335, + "FP": 503.1, + "IoU": 0.5899667556656681, + "TN": 439583.1, + "TP": 9279.7, + "n_pred": 9782.8, + "n_ref": 9675.933333333332 + }, + "3": { + "Dice": 0.8716286605651081, + "FN": 854.9666666666667, + "FP": 923.6333333333333, + "IoU": 0.816105734389344, + "TN": 432158.3333333333, + "TP": 15825.2, + "n_pred": 16748.833333333332, + "n_ref": 16680.166666666668 + }, + "4": { + "Dice": 0.5291442560867374, + "FN": 189.43333333333334, + "FP": 317.8333333333333, + "IoU": 0.46752494312631054, + "TN": 447557.26666666666, + "TP": 1697.6, + "n_pred": 2015.4333333333334, + "n_ref": 1887.0333333333333 + }, + "5": { + "Dice": 0.5264972407750689, + "FN": 446.6, + "FP": 58.53333333333333, + "IoU": 0.4129639428516176, + "TN": 448662.06666666665, + "TP": 594.9333333333333, + "n_pred": 653.4666666666667, + "n_ref": 1041.5333333333333 + }, + "6": { + "Dice": 0.7891738958306892, + "FN": 1371.5666666666666, + "FP": 1364.9, + "IoU": 0.7462725089045024, + "TN": 412973.3, + "TP": 34052.36666666667, + "n_pred": 35417.26666666667, + "n_ref": 35423.933333333334 + }, + "7": { + "Dice": 0.6963188449257356, + "FN": 6138.7, + "FP": 976.1, + "IoU": 0.6212847721652565, + "TN": 430495.93333333335, + "TP": 12151.4, + "n_pred": 13127.5, + "n_ref": 18290.1 + }, + "8": { + "Dice": 0.9281308107159043, + "FN": 278.0, + "FP": 414.5, + "IoU": 0.8695280151073391, + "TN": 444550.4, + "TP": 4519.233333333334, + "n_pred": 4933.733333333334, + "n_ref": 4797.233333333334 + }, + "9": { + "Dice": 0.8599196730705001, + "FN": 991.9333333333333, + "FP": 775.7333333333333, + "IoU": 0.7609341342714904, + "TN": 442611.8, + "TP": 5382.666666666667, + "n_pred": 6158.4, + "n_ref": 6374.6 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.942466916707947, + "FN": 425, + "FP": 388, + "IoU": 0.891193790149893, + "TN": 342992, + "TP": 6659, + "n_pred": 7047, + "n_ref": 7084 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 26, + "FP": 0, + "IoU": 0.0, + "TN": 350438, + "TP": 0, + "n_pred": 0, + "n_ref": 26 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9388516811030148, + "FN": 5520, + "FP": 4441, + "IoU": 0.8847506652782599, + "TN": 264034, + "TP": 76469, + "n_pred": 80910, + "n_ref": 81989 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 230, + "IoU": 0.0, + "TN": 350234, + "TP": 0, + "n_pred": 230, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 87, + "IoU": 0.0, + "TN": 350377, + "TP": 0, + "n_pred": 87, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9712538784449717, + "FN": 2082, + "FP": 1068, + "IoU": 0.944114255300275, + "TN": 294099, + "TP": 53215, + "n_pred": 54283, + "n_ref": 55297 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.28502155172413796, + "FN": 2535, + "FP": 119, + "IoU": 0.16619541313226516, + "TN": 347281, + "TP": 529, + "n_pred": 648, + "n_ref": 3064 + }, + "6": { + "Dice": 0.8792337334292089, + "FN": 7740, + "FP": 5360, + "IoU": 0.7844933949693191, + "TN": 289677, + "TP": 47687, + "n_pred": 53047, + "n_ref": 55427 + }, + "7": { + "Dice": 0.08022922636103152, + "FN": 163, + "FP": 158, + "IoU": 0.041791044776119404, + "TN": 350129, + "TP": 14, + "n_pred": 172, + "n_ref": 177 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7282867340868531, + "FN": 4883, + "FP": 6079, + "IoU": 0.5726815577125483, + "TN": 324811, + "TP": 14691, + "n_pred": 20770, + "n_ref": 19574 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9705261707816482, + "FN": 2305, + "FP": 2402, + "IoU": 0.9427400126514525, + "TN": 443492, + "TP": 77497, + "n_pred": 79899, + "n_ref": 79802 + }, + "10": { + "Dice": 0.9141091658084449, + "FN": 492, + "FP": 759, + "IoU": 0.8418057663125948, + "TN": 517788, + "TP": 6657, + "n_pred": 7416, + "n_ref": 7149 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7473118279569892, + "FN": 46, + "FP": 48, + "IoU": 0.5965665236051502, + "TN": 525463, + "TP": 139, + "n_pred": 187, + "n_ref": 185 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9574846441304068, + "FN": 833, + "FP": 4116, + "IoU": 0.9184369695271685, + "TN": 465019, + "TP": 55728, + "n_pred": 59844, + "n_ref": 56561 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9506782069500065, + "FN": 411, + "FP": 1498, + "IoU": 0.9059930073373713, + "TN": 505389, + "TP": 18398, + "n_pred": 19896, + "n_ref": 18809 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9560254347659541, + "FN": 600, + "FP": 548, + "IoU": 0.9157554854333309, + "TN": 336837, + "TP": 12479, + "n_pred": 13027, + "n_ref": 13079 + }, + "10": { + "Dice": 0.8907235621521336, + "FN": 1116, + "FP": 62, + "IoU": 0.8029770864693092, + "TN": 344485, + "TP": 4801, + "n_pred": 4863, + "n_ref": 5917 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8042600896860986, + "FN": 938, + "FP": 808, + "IoU": 0.6726045377836115, + "TN": 345131, + "TP": 3587, + "n_pred": 4395, + "n_ref": 4525 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9676838255363284, + "FN": 517, + "FP": 667, + "IoU": 0.9373909364919888, + "TN": 331553, + "TP": 17727, + "n_pred": 18394, + "n_ref": 18244 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7668258792878854, + "FN": 146, + "FP": 391, + "IoU": 0.6218309859154929, + "TN": 349044, + "TP": 883, + "n_pred": 1274, + "n_ref": 1029 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9300230645371861, + "FN": 1467, + "FP": 1749, + "IoU": 0.8691991702932444, + "TN": 325877, + "TP": 21371, + "n_pred": 23120, + "n_ref": 22838 + }, + "8": { + "Dice": 0.9530015250242617, + "FN": 605, + "FP": 412, + "IoU": 0.9102224576271186, + "TN": 339136, + "TP": 10311, + "n_pred": 10723, + "n_ref": 10916 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9013071895424837, + "FN": 430, + "FP": 476, + "IoU": 0.8203450327186199, + "TN": 345421, + "TP": 4137, + "n_pred": 4613, + "n_ref": 4567 + }, + "10": { + "Dice": 0.7714175527519145, + "FN": 1819, + "FP": 2330, + "IoU": 0.6278923766816144, + "TN": 339314, + "TP": 7001, + "n_pred": 9331, + "n_ref": 8820 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 106, + "FP": 3, + "IoU": 0.0, + "TN": 350355, + "TP": 0, + "n_pred": 3, + "n_ref": 106 + }, + "13": { + "Dice": 0.0013783597518952446, + "FN": 14446, + "FP": 44, + "IoU": 0.000689655172413793, + "TN": 335964, + "TP": 10, + "n_pred": 54, + "n_ref": 14456 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9384064211650418, + "FN": 1284, + "FP": 2292, + "IoU": 0.8839601518642308, + "TN": 319647, + "TP": 27241, + "n_pred": 29533, + "n_ref": 28525 + }, + "4": { + "Dice": 0.8884778200704351, + "FN": 4025, + "FP": 5380, + "IoU": 0.7993343147922934, + "TN": 303595, + "TP": 37464, + "n_pred": 42844, + "n_ref": 41489 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.903496245022765, + "FN": 3496, + "FP": 7992, + "IoU": 0.8239791618784954, + "TN": 285199, + "TP": 53777, + "n_pred": 61769, + "n_ref": 57273 + }, + "7": { + "Dice": 0.04274619078674335, + "FN": 89109, + "FP": 7767, + "IoU": 0.02183988125889801, + "TN": 251425, + "TP": 2163, + "n_pred": 9930, + "n_ref": 91272 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 15, + "FP": 0, + "IoU": 0.0, + "TN": 525681, + "TP": 0, + "n_pred": 0, + "n_ref": 15 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.6666666666666666, + "FN": 133, + "FP": 9, + "IoU": 0.5, + "TN": 525412, + "TP": 142, + "n_pred": 151, + "n_ref": 275 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 39175, + "IoU": 0.0, + "TN": 661753, + "TP": 0, + "n_pred": 39175, + "n_ref": 0 + }, + "10": { + "Dice": 0.4581856100104275, + "FN": 2267, + "FP": 2929, + "IoU": 0.29717300148789394, + "TN": 693535, + "TP": 2197, + "n_pred": 5126, + "n_ref": 4464 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2003, + "FP": 0, + "IoU": 0.0, + "TN": 698925, + "TP": 0, + "n_pred": 0, + "n_ref": 2003 + }, + "13": { + "Dice": 0.6343371288750168, + "FN": 17451, + "FP": 1528, + "IoU": 0.46449027961964956, + "TN": 665487, + "TP": 16462, + "n_pred": 17990, + "n_ref": 33913 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9130418075622503, + "FN": 2307, + "FP": 2219, + "IoU": 0.8399971718457242, + "TN": 672641, + "TP": 23761, + "n_pred": 25980, + "n_ref": 26068 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 188, + "IoU": 0.0, + "TN": 700740, + "TP": 0, + "n_pred": 188, + "n_ref": 0 + }, + "7": { + "Dice": 0.6015595348997689, + "FN": 21699, + "FP": 1397, + "IoU": 0.43016456539438946, + "TN": 660397, + "TP": 17435, + "n_pred": 18832, + "n_ref": 39134 + }, + "8": { + "Dice": 0.7973273942093542, + "FN": 381, + "FP": 74, + "IoU": 0.662962962962963, + "TN": 699578, + "TP": 895, + "n_pred": 969, + "n_ref": 1276 + }, + "9": { + "Dice": 0.7651985111662531, + "FN": 1533, + "FP": 1495, + "IoU": 0.6196935443355941, + "TN": 692966, + "TP": 4934, + "n_pred": 6429, + "n_ref": 6467 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.41947565543071164, + "FN": 4, + "FP": 151, + "IoU": 0.26540284360189575, + "TN": 350253, + "TP": 56, + "n_pred": 207, + "n_ref": 60 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9683874094943803, + "FN": 1866, + "FP": 2308, + "IoU": 0.9387122825049555, + "TN": 282359, + "TP": 63931, + "n_pred": 66239, + "n_ref": 65797 + }, + "15": { + "Dice": 0.8551915769739376, + "FN": 3985, + "FP": 4666, + "IoU": 0.7470171949935664, + "TN": 316268, + "TP": 25545, + "n_pred": 30211, + "n_ref": 29530 + }, + "2": { + "Dice": 0.9528922143758439, + "FN": 1007, + "FP": 3249, + "IoU": 0.9100230439102768, + "TN": 303163, + "TP": 43045, + "n_pred": 46294, + "n_ref": 44052 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9742683802311342, + "FN": 3408, + "FP": 248, + "IoU": 0.9498277731271185, + "TN": 277595, + "TP": 69213, + "n_pred": 69461, + "n_ref": 72621 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9780572157679135, + "FN": 1395, + "FP": 1219, + "IoU": 0.9570567265200177, + "TN": 640057, + "TP": 58257, + "n_pred": 59476, + "n_ref": 59652 + }, + "10": { + "Dice": 0.8346173600410889, + "FN": 2520, + "FP": 700, + "IoU": 0.7161745262230057, + "TN": 689583, + "TP": 8125, + "n_pred": 8825, + "n_ref": 10645 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 700927, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "13": { + "Dice": 0.7166429834991155, + "FN": 4076, + "FP": 5695, + "IoU": 0.5584127988430424, + "TN": 678801, + "TP": 12356, + "n_pred": 18051, + "n_ref": 16432 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8558951965065502, + "FN": 9, + "FP": 24, + "IoU": 0.7480916030534351, + "TN": 700797, + "TP": 98, + "n_pred": 122, + "n_ref": 107 + }, + "4": { + "Dice": 0.918794570968484, + "FN": 188, + "FP": 518, + "IoU": 0.8497872340425532, + "TN": 696228, + "TP": 3994, + "n_pred": 4512, + "n_ref": 4182 + }, + "5": { + "Dice": 0.9001869158878505, + "FN": 669, + "FP": 666, + "IoU": 0.8184908225696805, + "TN": 693573, + "TP": 6020, + "n_pred": 6686, + "n_ref": 6689 + }, + "6": { + "Dice": 0.9427057352101271, + "FN": 1920, + "FP": 6005, + "IoU": 0.8916209674110744, + "TN": 627805, + "TP": 65198, + "n_pred": 71203, + "n_ref": 67118 + }, + "7": { + "Dice": 0.8725727143928661, + "FN": 734, + "FP": 795, + "IoU": 0.7739503252513306, + "TN": 694164, + "TP": 5235, + "n_pred": 6030, + "n_ref": 5969 + }, + "8": { + "Dice": 0.8740372317749041, + "FN": 1696, + "FP": 7168, + "IoU": 0.7762576671630865, + "TN": 661311, + "TP": 30753, + "n_pred": 37921, + "n_ref": 32449 + }, + "9": { + "Dice": 0.7244690136747163, + "FN": 7804, + "FP": 719, + "IoU": 0.5679744525547445, + "TN": 681200, + "TP": 11205, + "n_pred": 11924, + "n_ref": 19009 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.45629811295047346, + "FN": 18801, + "FP": 5142, + "IoU": 0.29558693733451014, + "TN": 316474, + "TP": 10047, + "n_pred": 15189, + "n_ref": 28848 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7808376942193845, + "FN": 2361, + "FP": 8486, + "IoU": 0.6404706662247266, + "TN": 320294, + "TP": 19323, + "n_pred": 27809, + "n_ref": 21684 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 32, + "FP": 3764, + "IoU": 0.0, + "TN": 346668, + "TP": 0, + "n_pred": 3764, + "n_ref": 32 + }, + "3": { + "Dice": 0.8900523560209425, + "FN": 42, + "FP": 0, + "IoU": 0.8018867924528302, + "TN": 350252, + "TP": 170, + "n_pred": 170, + "n_ref": 212 + }, + "4": { + "Dice": 0.0, + "FN": 261, + "FP": 0, + "IoU": 0.0, + "TN": 350203, + "TP": 0, + "n_pred": 0, + "n_ref": 261 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9283403017633157, + "FN": 1154, + "FP": 817, + "IoU": 0.866264079250916, + "TN": 335726, + "TP": 12767, + "n_pred": 13584, + "n_ref": 13921 + }, + "7": { + "Dice": 0.7925479986983404, + "FN": 10118, + "FP": 82, + "IoU": 0.6563805417059696, + "TN": 320780, + "TP": 19484, + "n_pred": 19566, + "n_ref": 29602 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8497065371382311, + "FN": 1852, + "FP": 1861, + "IoU": 0.7386867478358786, + "TN": 336255, + "TP": 10496, + "n_pred": 12357, + "n_ref": 12348 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 110, + "IoU": 0.0, + "TN": 350354, + "TP": 0, + "n_pred": 110, + "n_ref": 0 + }, + "10": { + "Dice": 0.47803070407623083, + "FN": 1709, + "FP": 263, + "IoU": 0.3140869565217391, + "TN": 347589, + "TP": 903, + "n_pred": 1166, + "n_ref": 2612 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9549166245578575, + "FN": 4007, + "FP": 4915, + "IoU": 0.9137229114891066, + "TN": 247053, + "TP": 94489, + "n_pred": 99404, + "n_ref": 98496 + }, + "7": { + "Dice": 0.9316058590596287, + "FN": 5713, + "FP": 1403, + "IoU": 0.8719683339330695, + "TN": 294884, + "TP": 48464, + "n_pred": 49867, + "n_ref": 54177 + }, + "8": { + "Dice": 0.9844748294700454, + "FN": 342, + "FP": 161, + "IoU": 0.9694243511032764, + "TN": 334013, + "TP": 15948, + "n_pred": 16109, + "n_ref": 16290 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.684154175588865, + "FN": 583, + "FP": 7, + "IoU": 0.5199349064279902, + "TN": 524467, + "TP": 639, + "n_pred": 646, + "n_ref": 1222 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1244, + "IoU": 0.0, + "TN": 524452, + "TP": 0, + "n_pred": 1244, + "n_ref": 0 + }, + "5": { + "Dice": 0.18181818181818182, + "FN": 198, + "FP": 0, + "IoU": 0.1, + "TN": 525476, + "TP": 22, + "n_pred": 22, + "n_ref": 220 + }, + "6": { + "Dice": 0.8586182730257091, + "FN": 6277, + "FP": 5222, + "IoU": 0.7522621509824199, + "TN": 479280, + "TP": 34917, + "n_pred": 40139, + "n_ref": 41194 + }, + "7": { + "Dice": 0.6691080303426629, + "FN": 31558, + "FP": 67, + "IoU": 0.502751572327044, + "TN": 462096, + "TP": 31975, + "n_pred": 32042, + "n_ref": 63533 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.686697965571205, + "FN": 782, + "FP": 219, + "IoU": 0.5228789323164919, + "TN": 523598, + "TP": 1097, + "n_pred": 1316, + "n_ref": 1879 + }, + "10": { + "Dice": 0.7297297297297297, + "FN": 36, + "FP": 44, + "IoU": 0.574468085106383, + "TN": 525508, + "TP": 108, + "n_pred": 152, + "n_ref": 144 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 70, + "IoU": 0.0, + "TN": 525626, + "TP": 0, + "n_pred": 70, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 525689, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9574556153441699, + "FN": 1927, + "FP": 1876, + "IoU": 0.9183835522362435, + "TN": 479100, + "TP": 42793, + "n_pred": 44669, + "n_ref": 44720 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.2565905096660808, + "FN": 4422, + "FP": 231, + "IoU": 0.14717741935483872, + "TN": 520240, + "TP": 803, + "n_pred": 1034, + "n_ref": 5225 + }, + "6": { + "Dice": 0.9462818163676275, + "FN": 2568, + "FP": 393, + "IoU": 0.8980407010777866, + "TN": 496655, + "TP": 26080, + "n_pred": 26473, + "n_ref": 28648 + }, + "7": { + "Dice": 0.8630347799322868, + "FN": 208, + "FP": 682, + "IoU": 0.7590687601515972, + "TN": 522002, + "TP": 2804, + "n_pred": 3486, + "n_ref": 3012 + }, + "8": { + "Dice": 0.9397930593244644, + "FN": 1936, + "FP": 793, + "IoU": 0.8864241717995671, + "TN": 501668, + "TP": 21299, + "n_pred": 22092, + "n_ref": 23235 + }, + "9": { + "Dice": 0.9222561939905113, + "FN": 964, + "FP": 2723, + "IoU": 0.855728596024417, + "TN": 500140, + "TP": 21869, + "n_pred": 24592, + "n_ref": 22833 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 2395, + "FP": 0, + "IoU": 0.0, + "TN": 523301, + "TP": 0, + "n_pred": 0, + "n_ref": 2395 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.19097317586743567, + "FN": 2002, + "FP": 6835, + "IoU": 0.1055668016194332, + "TN": 515816, + "TP": 1043, + "n_pred": 7878, + "n_ref": 3045 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 63, + "FP": 0, + "IoU": 0.0, + "TN": 525633, + "TP": 0, + "n_pred": 0, + "n_ref": 63 + }, + "7": { + "Dice": 0.0, + "FN": 265, + "FP": 38, + "IoU": 0.0, + "TN": 525393, + "TP": 0, + "n_pred": 38, + "n_ref": 265 + }, + "8": { + "Dice": 0.9047200234535326, + "FN": 1514, + "FP": 761, + "IoU": 0.826017130620985, + "TN": 512620, + "TP": 10801, + "n_pred": 11562, + "n_ref": 12315 + }, + "9": { + "Dice": 0.8224378411158277, + "FN": 1096, + "FP": 1832, + "IoU": 0.6984241425481512, + "TN": 515987, + "TP": 6781, + "n_pred": 8613, + "n_ref": 7877 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9079352972955795, + "FN": 1698, + "FP": 1199, + "IoU": 0.8313933185892213, + "TN": 333282, + "TP": 14285, + "n_pred": 15484, + "n_ref": 15983 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8183114890868477, + "FN": 5178, + "FP": 1573, + "IoU": 0.6924933952810421, + "TN": 328510, + "TP": 15203, + "n_pred": 16776, + "n_ref": 20381 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.004204625087596356, + "FN": 10, + "FP": 1411, + "IoU": 0.002106741573033708, + "TN": 349040, + "TP": 3, + "n_pred": 1414, + "n_ref": 13 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.875054993400792, + "FN": 286, + "FP": 282, + "IoU": 0.7778646851779429, + "TN": 347907, + "TP": 1989, + "n_pred": 2271, + "n_ref": 2275 + }, + "8": { + "Dice": 0.920563987980584, + "FN": 665, + "FP": 366, + "IoU": 0.852819414703783, + "TN": 343459, + "TP": 5974, + "n_pred": 6340, + "n_ref": 6639 + }, + "9": { + "Dice": 0.9160379496810543, + "FN": 366, + "FP": 2227, + "IoU": 0.8450830445692437, + "TN": 333726, + "TP": 14145, + "n_pred": 16372, + "n_ref": 14511 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7904849039341263, + "FN": 667, + "FP": 20, + "IoU": 0.653555219364599, + "TN": 523713, + "TP": 1296, + "n_pred": 1316, + "n_ref": 1963 + }, + "11": { + "Dice": 0.7676339758525736, + "FN": 940, + "FP": 157, + "IoU": 0.6228944654520454, + "TN": 522787, + "TP": 1812, + "n_pred": 1969, + "n_ref": 2752 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6109894766579561, + "FN": 9854, + "FP": 1162, + "IoU": 0.4398739004423654, + "TN": 506029, + "TP": 8651, + "n_pred": 9813, + "n_ref": 18505 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.967081483637775, + "FN": 1023, + "FP": 334, + "IoU": 0.9362611554720526, + "TN": 504406, + "TP": 19933, + "n_pred": 20267, + "n_ref": 20956 + }, + "3": { + "Dice": 1.0, + "FN": 0, + "FP": 0, + "IoU": 1.0, + "TN": 525693, + "TP": 3, + "n_pred": 3, + "n_ref": 3 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9792517680084937, + "FN": 775, + "FP": 1531, + "IoU": 0.9593470136097595, + "TN": 468972, + "TP": 54418, + "n_pred": 55949, + "n_ref": 55193 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.973873987854251, + "FN": 281, + "FP": 545, + "IoU": 0.9490783552185439, + "TN": 509475, + "TP": 15395, + "n_pred": 15940, + "n_ref": 15676 + }, + "9": { + "Dice": 0.9459894277177661, + "FN": 1414, + "FP": 1171, + "IoU": 0.8975141735717401, + "TN": 500473, + "TP": 22638, + "n_pred": 23809, + "n_ref": 24052 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.974149385270027, + "FN": 560, + "FP": 977, + "IoU": 0.9496016001573925, + "TN": 495199, + "TP": 28960, + "n_pred": 29937, + "n_ref": 29520 + }, + "10": { + "Dice": 0.8544726301735648, + "FN": 216, + "FP": 2, + "IoU": 0.745920745920746, + "TN": 524838, + "TP": 640, + "n_pred": 642, + "n_ref": 856 + }, + "11": { + "Dice": 0.6942003514938488, + "FN": 624, + "FP": 72, + "IoU": 0.531628532974428, + "TN": 524210, + "TP": 790, + "n_pred": 862, + "n_ref": 1414 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9834542157751587, + "FN": 1784, + "FP": 844, + "IoU": 0.9674470457079153, + "TN": 444966, + "TP": 78102, + "n_pred": 78946, + "n_ref": 79886 + }, + "3": { + "Dice": 0.9176470588235294, + "FN": 24, + "FP": 46, + "IoU": 0.8478260869565217, + "TN": 525236, + "TP": 390, + "n_pred": 436, + "n_ref": 414 + }, + "4": { + "Dice": 0.9309401056584559, + "FN": 288, + "FP": 797, + "IoU": 0.8708025720409621, + "TN": 517298, + "TP": 7313, + "n_pred": 8110, + "n_ref": 7601 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9924702345459537, + "FN": 2019, + "FP": 696, + "IoU": 0.9850530163728654, + "TN": 344054, + "TP": 178927, + "n_pred": 179623, + "n_ref": 180946 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9260273972602739, + "FN": 15, + "FP": 12, + "IoU": 0.8622448979591837, + "TN": 525500, + "TP": 169, + "n_pred": 181, + "n_ref": 184 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 876, + "IoU": 0.0, + "TN": 524820, + "TP": 0, + "n_pred": 876, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9616465709238922, + "FN": 2986, + "FP": 2008, + "IoU": 0.9261264459631372, + "TN": 458094, + "TP": 62608, + "n_pred": 64616, + "n_ref": 65594 + }, + "15": { + "Dice": 0.48036253776435045, + "FN": 56, + "FP": 288, + "IoU": 0.31610337972166996, + "TN": 525193, + "TP": 159, + "n_pred": 447, + "n_ref": 215 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 903, + "IoU": 0.0, + "TN": 524793, + "TP": 0, + "n_pred": 903, + "n_ref": 0 + }, + "3": { + "Dice": 0.9391941391941392, + "FN": 3827, + "FP": 3892, + "IoU": 0.8853591160220995, + "TN": 458364, + "TP": 59613, + "n_pred": 63505, + "n_ref": 63440 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7685404062662767, + "FN": 5428, + "FP": 349, + "IoU": 0.6240890161374284, + "TN": 510328, + "TP": 9591, + "n_pred": 9940, + "n_ref": 15019 + }, + "6": { + "Dice": 0.9390014130946773, + "FN": 425, + "FP": 611, + "IoU": 0.8850166481687014, + "TN": 516686, + "TP": 7974, + "n_pred": 8585, + "n_ref": 8399 + }, + "7": { + "Dice": 0.8930901344694449, + "FN": 4233, + "FP": 2994, + "IoU": 0.8068318498917488, + "TN": 488283, + "TP": 30186, + "n_pred": 33180, + "n_ref": 34419 + }, + "8": { + "Dice": 0.9630373277356941, + "FN": 219, + "FP": 186, + "IoU": 0.9287097342017251, + "TN": 520015, + "TP": 5276, + "n_pred": 5462, + "n_ref": 5495 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9147162765886511, + "FN": 141, + "FP": 1138, + "IoU": 0.8428360776603588, + "TN": 342326, + "TP": 6859, + "n_pred": 7997, + "n_ref": 7000 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7562962962962962, + "FN": 1023, + "FP": 293, + "IoU": 0.6081000595592615, + "TN": 347106, + "TP": 2042, + "n_pred": 2335, + "n_ref": 3065 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9747468069915647, + "FN": 459, + "FP": 496, + "IoU": 0.9507376457237181, + "TN": 331078, + "TP": 18431, + "n_pred": 18927, + "n_ref": 18890 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9486963309914129, + "FN": 460, + "FP": 2826, + "IoU": 0.9023999049542593, + "TN": 316796, + "TP": 30382, + "n_pred": 33208, + "n_ref": 30842 + }, + "8": { + "Dice": 0.963777490297542, + "FN": 270, + "FP": 122, + "IoU": 0.9300873907615481, + "TN": 344857, + "TP": 5215, + "n_pred": 5337, + "n_ref": 5485 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8697478991596639, + "FN": 19, + "FP": 291, + "IoU": 0.7695167286245354, + "TN": 349119, + "TP": 1035, + "n_pred": 1326, + "n_ref": 1054 + }, + "10": { + "Dice": 0.7686126211297566, + "FN": 1820, + "FP": 138, + "IoU": 0.6241842610364683, + "TN": 345254, + "TP": 3252, + "n_pred": 3390, + "n_ref": 5072 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4972375690607735, + "FN": 23, + "FP": 432, + "IoU": 0.33088235294117646, + "TN": 349784, + "TP": 225, + "n_pred": 657, + "n_ref": 248 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 977, + "IoU": 0.0, + "TN": 349487, + "TP": 0, + "n_pred": 977, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 411, + "IoU": 0.0, + "TN": 350053, + "TP": 0, + "n_pred": 411, + "n_ref": 0 + }, + "3": { + "Dice": 0.9413877266387727, + "FN": 5162, + "FP": 4924, + "IoU": 0.8892658344586806, + "TN": 259381, + "TP": 80997, + "n_pred": 85921, + "n_ref": 86159 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9327065378253678, + "FN": 405, + "FP": 368, + "IoU": 0.8738988580750408, + "TN": 344334, + "TP": 5357, + "n_pred": 5725, + "n_ref": 5762 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9657315340909091, + "FN": 311, + "FP": 2777, + "IoU": 0.9337339055793992, + "TN": 303864, + "TP": 43512, + "n_pred": 46289, + "n_ref": 43823 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9719417014015163, + "FN": 477, + "FP": 526, + "IoU": 0.9454149659863945, + "TN": 332089, + "TP": 17372, + "n_pred": 17898, + "n_ref": 17849 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9509638146770375, + "FN": 108, + "FP": 37, + "IoU": 0.9065119277885235, + "TN": 524145, + "TP": 1406, + "n_pred": 1443, + "n_ref": 1514 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.955755666452926, + "FN": 1986, + "FP": 2775, + "IoU": 0.9152605724049552, + "TN": 469512, + "TP": 51423, + "n_pred": 54198, + "n_ref": 53409 + }, + "15": { + "Dice": 0.1300604035471019, + "FN": 12496, + "FP": 1042, + "IoU": 0.069553264604811, + "TN": 511146, + "TP": 1012, + "n_pred": 2054, + "n_ref": 13508 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 874, + "IoU": 0.0, + "TN": 524822, + "TP": 0, + "n_pred": 874, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1372, + "IoU": 0.0, + "TN": 524324, + "TP": 0, + "n_pred": 1372, + "n_ref": 0 + }, + "3": { + "Dice": 0.9546456837000777, + "FN": 3015, + "FP": 1942, + "IoU": 0.9132269019360711, + "TN": 468570, + "TP": 52169, + "n_pred": 54111, + "n_ref": 55184 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5790402824586743, + "FN": 12, + "FP": 2611, + "IoU": 0.4074994352834877, + "TN": 346037, + "TP": 1804, + "n_pred": 4415, + "n_ref": 1816 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6496552907858226, + "FN": 4709, + "FP": 7538, + "IoU": 0.48110329633081944, + "TN": 326862, + "TP": 11355, + "n_pred": 18893, + "n_ref": 16064 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.949244060475162, + "FN": 10, + "FP": 178, + "IoU": 0.9033915724563206, + "TN": 348518, + "TP": 1758, + "n_pred": 1936, + "n_ref": 1768 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 84, + "IoU": 0.0, + "TN": 350380, + "TP": 0, + "n_pred": 84, + "n_ref": 0 + }, + "7": { + "Dice": 0.725245102564576, + "FN": 14670, + "FP": 211, + "IoU": 0.5689290576750384, + "TN": 315943, + "TP": 19640, + "n_pred": 19851, + "n_ref": 34310 + }, + "8": { + "Dice": 0.9422355588897224, + "FN": 61, + "FP": 170, + "IoU": 0.8907801418439716, + "TN": 348349, + "TP": 1884, + "n_pred": 2054, + "n_ref": 1945 + }, + "9": { + "Dice": 0.914479171777636, + "FN": 439, + "FP": 1304, + "IoU": 0.8424335563189297, + "TN": 339402, + "TP": 9319, + "n_pred": 10623, + "n_ref": 9758 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.805783952367451, + "FN": 734, + "FP": 636, + "IoU": 0.6747388414055081, + "TN": 346252, + "TP": 2842, + "n_pred": 3478, + "n_ref": 3576 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6301050175029171, + "FN": 2370, + "FP": 166, + "IoU": 0.4599659284497445, + "TN": 345768, + "TP": 2160, + "n_pred": 2326, + "n_ref": 4530 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9762523523613227, + "FN": 293, + "FP": 237, + "IoU": 0.9536064425770309, + "TN": 339040, + "TP": 10894, + "n_pred": 11131, + "n_ref": 11187 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 350462, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "4": { + "Dice": 0.7764298093587522, + "FN": 122, + "FP": 7, + "IoU": 0.6345609065155807, + "TN": 350111, + "TP": 224, + "n_pred": 231, + "n_ref": 346 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.955253944006597, + "FN": 3264, + "FP": 3356, + "IoU": 0.9143407993996092, + "TN": 273181, + "TP": 70663, + "n_pred": 74019, + "n_ref": 73927 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8703073709340495, + "FN": 2249, + "FP": 2097, + "IoU": 0.7703930684699916, + "TN": 331536, + "TP": 14582, + "n_pred": 16679, + "n_ref": 16831 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9624760216730421, + "FN": 1750, + "FP": 1595, + "IoU": 0.9276662918432661, + "TN": 479452, + "TP": 42899, + "n_pred": 44494, + "n_ref": 44649 + }, + "10": { + "Dice": 0.7267749244712991, + "FN": 519, + "FP": 2375, + "IoU": 0.5708141776657274, + "TN": 518953, + "TP": 3849, + "n_pred": 6224, + "n_ref": 4368 + }, + "11": { + "Dice": 0.7676073037704529, + "FN": 1682, + "FP": 278, + "IoU": 0.6228593419280354, + "TN": 520499, + "TP": 3237, + "n_pred": 3515, + "n_ref": 4919 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 38, + "IoU": 0.0, + "TN": 525658, + "TP": 0, + "n_pred": 38, + "n_ref": 0 + }, + "13": { + "Dice": 0.6642218656887463, + "FN": 2832, + "FP": 98, + "IoU": 0.49725463280713794, + "TN": 519868, + "TP": 2898, + "n_pred": 2996, + "n_ref": 5730 + }, + "14": { + "Dice": 0.8737035126926823, + "FN": 439, + "FP": 3969, + "IoU": 0.7757313660646146, + "TN": 506041, + "TP": 15247, + "n_pred": 19216, + "n_ref": 15686 + }, + "15": { + "Dice": 0.863679947098694, + "FN": 3428, + "FP": 695, + "IoU": 0.7600675046554934, + "TN": 508512, + "TP": 13061, + "n_pred": 13756, + "n_ref": 16489 + }, + "2": { + "Dice": 0.9344368291736713, + "FN": 2210, + "FP": 325, + "IoU": 0.8769417475728155, + "TN": 505096, + "TP": 18065, + "n_pred": 18390, + "n_ref": 20275 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.10596026490066225, + "FN": 675, + "FP": 0, + "IoU": 0.055944055944055944, + "TN": 524981, + "TP": 40, + "n_pred": 40, + "n_ref": 715 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9662558511583812, + "FN": 612, + "FP": 1666, + "IoU": 0.9347146992233399, + "TN": 490803, + "TP": 32615, + "n_pred": 34281, + "n_ref": 33227 + }, + "7": { + "Dice": 0.8869535519125683, + "FN": 290, + "FP": 1034, + "IoU": 0.7968702055845351, + "TN": 519178, + "TP": 5194, + "n_pred": 6228, + "n_ref": 5484 + }, + "8": { + "Dice": 0.9501341474697012, + "FN": 178, + "FP": 361, + "IoU": 0.9050052872752908, + "TN": 520022, + "TP": 5135, + "n_pred": 5496, + "n_ref": 5313 + }, + "9": { + "Dice": 0.8798260869565218, + "FN": 1852, + "FP": 912, + "IoU": 0.7854370439372769, + "TN": 512814, + "TP": 10118, + "n_pred": 11030, + "n_ref": 11970 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8989192625556262, + "FN": 481, + "FP": 155, + "IoU": 0.8163972286374134, + "TN": 522232, + "TP": 2828, + "n_pred": 2983, + "n_ref": 3309 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9243452958292919, + "FN": 137, + "FP": 19, + "IoU": 0.8593327321911632, + "TN": 524587, + "TP": 953, + "n_pred": 972, + "n_ref": 1090 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9853158388955155, + "FN": 2008, + "FP": 885, + "IoU": 0.9710566860755948, + "TN": 425742, + "TP": 97061, + "n_pred": 97946, + "n_ref": 99069 + }, + "7": { + "Dice": 0.9699581068743974, + "FN": 1653, + "FP": 1868, + "IoU": 0.941668599449985, + "TN": 465334, + "TP": 56841, + "n_pred": 58709, + "n_ref": 58494 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9197600625923672, + "FN": 497, + "FP": 426, + "IoU": 0.8514405279253179, + "TN": 519483, + "TP": 5290, + "n_pred": 5716, + "n_ref": 5787 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.717391304347826, + "FN": 104, + "FP": 0, + "IoU": 0.559322033898305, + "TN": 350228, + "TP": 132, + "n_pred": 132, + "n_ref": 236 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9968964019547778, + "FN": 152, + "FP": 927, + "IoU": 0.9938120089464931, + "TN": 176094, + "TP": 173291, + "n_pred": 174218, + "n_ref": 173443 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9724106855487609, + "FN": 1290, + "FP": 853, + "IoU": 0.9463028389586309, + "TN": 485787, + "TP": 37766, + "n_pred": 38619, + "n_ref": 39056 + }, + "10": { + "Dice": 0.8405997983870968, + "FN": 2127, + "FP": 403, + "IoU": 0.7250298880556462, + "TN": 516495, + "TP": 6671, + "n_pred": 7074, + "n_ref": 8798 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 36, + "IoU": 0.0, + "TN": 525660, + "TP": 0, + "n_pred": 36, + "n_ref": 0 + }, + "13": { + "Dice": 0.757994923857868, + "FN": 3175, + "FP": 639, + "IoU": 0.610299376724226, + "TN": 515909, + "TP": 5973, + "n_pred": 6612, + "n_ref": 9148 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9480552976374703, + "FN": 3456, + "FP": 2586, + "IoU": 0.901240621781984, + "TN": 464517, + "TP": 55137, + "n_pred": 57723, + "n_ref": 58593 + }, + "3": { + "Dice": 0.9042145593869731, + "FN": 113, + "FP": 237, + "IoU": 0.8251748251748252, + "TN": 523694, + "TP": 1652, + "n_pred": 1889, + "n_ref": 1765 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7919974595109559, + "FN": 1259, + "FP": 51, + "IoU": 0.6556256572029443, + "TN": 521892, + "TP": 2494, + "n_pred": 2545, + "n_ref": 3753 + }, + "7": { + "Dice": 0.9605665345156311, + "FN": 719, + "FP": 3190, + "IoU": 0.9241250800675479, + "TN": 474177, + "TP": 47610, + "n_pred": 50800, + "n_ref": 48329 + }, + "8": { + "Dice": 0.8987239758226998, + "FN": 192, + "FP": 1316, + "IoU": 0.8160751311135505, + "TN": 517497, + "TP": 6691, + "n_pred": 8007, + "n_ref": 6883 + }, + "9": { + "Dice": 0.8540931248949404, + "FN": 4794, + "FP": 414, + "IoU": 0.7453425260378466, + "TN": 505245, + "TP": 15243, + "n_pred": 15657, + "n_ref": 20037 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2762328/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0390.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": NaN, + "FN": 934.8235555555555, + "FP": 736.7120000000001, + "IoU": NaN, + "TN": 459811.6035555556, + "TP": 5802.194222222222, + "n_pred": 6538.906222222222, + "n_ref": 6737.017777777777 + }, + "mean": { + "1": { + "Dice": 0.7523347915787182, + "FN": 271.2733333333333, + "FP": 725.8666666666666, + "IoU": 0.7040045327298616, + "TN": 459048.77999999997, + "TP": 7239.413333333333, + "n_pred": 7965.279999999999, + "n_ref": 7510.6866666666665 + }, + "10": { + "Dice": 0.5695940995443409, + "FN": 1091.7266666666667, + "FP": 684.7866666666666, + "IoU": 0.47226910175038717, + "TN": 462450.5333333334, + "TP": 3058.286666666667, + "n_pred": 3743.073333333333, + "n_ref": 4150.013333333333 + }, + "11": { + "Dice": NaN, + "FN": 67.15333333333334, + "FP": 40.5, + "IoU": NaN, + "TN": 467021.98, + "TP": 155.7, + "n_pred": 196.2, + "n_ref": 222.85333333333332 + }, + "12": { + "Dice": 0.44688675676684014, + "FN": 168.37333333333333, + "FP": 83.20666666666668, + "IoU": 0.34574811535991207, + "TN": 466735.6133333333, + "TP": 298.14, + "n_pred": 381.3466666666667, + "n_ref": 466.5133333333333 + }, + "13": { + "Dice": 0.47245199434371016, + "FN": 1398.04, + "FP": 919.0066666666668, + "IoU": 0.37752750086191494, + "TN": 462755.36, + "TP": 2212.9266666666667, + "n_pred": 3131.933333333333, + "n_ref": 3610.9666666666662 + }, + "14": { + "Dice": 0.6375480829879281, + "FN": 2357.4333333333334, + "FP": 1577.1533333333334, + "IoU": 0.5779696552008676, + "TN": 457165.61999999994, + "TP": 6185.126666666666, + "n_pred": 7762.280000000001, + "n_ref": 8542.56 + }, + "15": { + "Dice": 0.40701188094085305, + "FN": 1579.2266666666667, + "FP": 521.6733333333334, + "IoU": 0.3196746558333987, + "TN": 463732.1666666667, + "TP": 1452.2666666666669, + "n_pred": 1973.9399999999998, + "n_ref": 3031.493333333333 + }, + "2": { + "Dice": 0.7244751329884288, + "FN": 224.59333333333333, + "FP": 435.4333333333333, + "IoU": 0.6855395015762146, + "TN": 461750.6333333333, + "TP": 4874.673333333334, + "n_pred": 5310.106666666667, + "n_ref": 5099.266666666666 + }, + "3": { + "Dice": 0.6596286628450423, + "FN": 768.72, + "FP": 349.64666666666665, + "IoU": 0.6205116241899359, + "TN": 459203.2133333334, + "TP": 6963.753333333332, + "n_pred": 7313.4, + "n_ref": 7732.473333333333 + }, + "4": { + "Dice": 0.506732300318704, + "FN": 594.3933333333332, + "FP": 326.09999999999997, + "IoU": 0.43374578837979083, + "TN": 464382.77999999997, + "TP": 1982.0600000000002, + "n_pred": 2308.16, + "n_ref": 2576.4533333333334 + }, + "5": { + "Dice": 0.542289757119301, + "FN": 409.22666666666663, + "FP": 127.40666666666667, + "IoU": 0.43819271846655117, + "TN": 466140.5266666667, + "TP": 608.1733333333334, + "n_pred": 735.58, + "n_ref": 1017.4 + }, + "6": { + "Dice": 0.7850113206708659, + "FN": 1762.0400000000002, + "FP": 3140.3399999999997, + "IoU": 0.7401716762431784, + "TN": 429155.1733333332, + "TP": 33227.78, + "n_pred": 36368.12, + "n_ref": 34989.81999999999 + }, + "7": { + "Dice": 0.5594558354880295, + "FN": 2343.7, + "FP": 1345.8133333333335, + "IoU": 0.49694941607169174, + "TN": 452918.0133333333, + "TP": 10677.806666666667, + "n_pred": 12023.62, + "n_ref": 13021.506666666666 + }, + "8": { + "Dice": 0.8657510944700719, + "FN": 389.90666666666664, + "FP": 307.66666666666663, + "IoU": 0.8030689791122236, + "TN": 461849.7, + "TP": 4738.0599999999995, + "n_pred": 5045.726666666667, + "n_ref": 5127.966666666667 + }, + "9": { + "Dice": 0.7442737552906925, + "FN": 596.5466666666666, + "FP": 466.08000000000004, + "IoU": 0.6580084096674401, + "TN": 462863.95999999996, + "TP": 3358.746666666667, + "n_pred": 3824.8266666666664, + "n_ref": 3955.2933333333335 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/loop_003/summary_cross_val.json b/nnActive_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/loop_003/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..85cb45596dc841bf30509c5bbf68973169cf4d28 --- /dev/null +++ b/nnActive_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/loop_003/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.7061276835001183, + "FN": 1306.4733333333331, + "FP": 957.7600000000001, + "IoU": 0.6307880628935475, + "TN": 887241.2399999999, + "TP": 10018.793333333333, + "n_pred": 10976.553333333335, + "n_ref": 11325.266666666666 + }, + "mean": { + "1": { + "Dice": 0.8188042144336556, + "FN": 503.0, + "FP": 441.6333333333333, + "IoU": 0.7849768195227476, + "TN": 883615.2666666667, + "TP": 14964.366666666667, + "n_pred": 15406.0, + "n_ref": 15467.366666666667 + }, + "10": { + "Dice": 0.6973310373021318, + "FN": 1835.3, + "FP": 1962.6333333333334, + "IoU": 0.6024899763012302, + "TN": 887072.8666666667, + "TP": 8653.466666666667, + "n_pred": 10616.1, + "n_ref": 10488.766666666666 + }, + "11": { + "Dice": 0.644952805798138, + "FN": 64.53333333333333, + "FP": 96.73333333333333, + "IoU": 0.5405137458411721, + "TN": 899025.0666666667, + "TP": 337.93333333333334, + "n_pred": 434.6666666666667, + "n_ref": 402.46666666666664 + }, + "12": { + "Dice": 0.47908701976694273, + "FN": 194.83333333333334, + "FP": 88.4, + "IoU": 0.3922261196556706, + "TN": 898772.7, + "TP": 468.3333333333333, + "n_pred": 556.7333333333333, + "n_ref": 663.1666666666666 + }, + "13": { + "Dice": 0.6673575591007004, + "FN": 2874.7, + "FP": 1033.2333333333333, + "IoU": 0.5585530793542759, + "TN": 889806.9333333333, + "TP": 5809.4, + "n_pred": 6842.633333333333, + "n_ref": 8684.1 + }, + "14": { + "Dice": 0.6653694042264396, + "FN": 820.1, + "FP": 2363.3, + "IoU": 0.5974304507395644, + "TN": 887964.2, + "TP": 8376.666666666666, + "n_pred": 10739.966666666667, + "n_ref": 9196.766666666666 + }, + "15": { + "Dice": 0.43955072798667416, + "FN": 879.1666666666666, + "FP": 289.23333333333335, + "IoU": 0.35983267167714167, + "TN": 896310.5333333333, + "TP": 2045.3333333333333, + "n_pred": 2334.5666666666666, + "n_ref": 2924.5 + }, + "2": { + "Dice": 0.6888208697316822, + "FN": 1272.4333333333334, + "FP": 376.4, + "IoU": 0.6342333232019264, + "TN": 890532.5666666667, + "TP": 7342.866666666667, + "n_pred": 7719.266666666666, + "n_ref": 8615.3 + }, + "3": { + "Dice": 0.8148912423946734, + "FN": 525.2333333333333, + "FP": 1332.9, + "IoU": 0.7644605666786272, + "TN": 886575.9, + "TP": 11090.233333333334, + "n_pred": 12423.133333333333, + "n_ref": 11615.466666666667 + }, + "4": { + "Dice": 0.543606002451689, + "FN": 909.1333333333333, + "FP": 330.7, + "IoU": 0.4651527344298239, + "TN": 894752.6666666666, + "TP": 3531.766666666667, + "n_pred": 3862.4666666666667, + "n_ref": 4440.9 + }, + "5": { + "Dice": 0.6856279998769517, + "FN": 404.6333333333333, + "FP": 231.26666666666668, + "IoU": 0.5942423722259428, + "TN": 897204.3333333334, + "TP": 1684.0333333333333, + "n_pred": 1915.3, + "n_ref": 2088.6666666666665 + }, + "6": { + "Dice": 0.9184891887891277, + "FN": 2730.866666666667, + "FP": 2170.633333333333, + "IoU": 0.8618186467341616, + "TN": 847742.2333333333, + "TP": 46880.53333333333, + "n_pred": 49051.166666666664, + "n_ref": 49611.4 + }, + "7": { + "Dice": 0.7459993126207966, + "FN": 4660.166666666667, + "FP": 1804.4, + "IoU": 0.6606080253420297, + "TN": 875143.4, + "TP": 17916.3, + "n_pred": 19720.7, + "n_ref": 22576.466666666667 + }, + "8": { + "Dice": 0.9294899826460986, + "FN": 860.9, + "FP": 569.8333333333334, + "IoU": 0.874860912828162, + "TN": 886244.6666666666, + "TP": 11848.866666666667, + "n_pred": 12418.7, + "n_ref": 12709.766666666666 + }, + "9": { + "Dice": 0.852537885376073, + "FN": 1062.1, + "FP": 1275.1, + "IoU": 0.7704214988707383, + "TN": 887855.2666666667, + "TP": 9331.8, + "n_pred": 10606.9, + "n_ref": 10393.9 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8248301886792453, + "FN": 2879, + "FP": 1763, + "IoU": 0.7018817031661422, + "TN": 860589, + "TP": 10929, + "n_pred": 12692, + "n_ref": 13808 + }, + "11": { + "Dice": 0.8085735402808574, + "FN": 314, + "FP": 204, + "IoU": 0.6786600496277916, + "TN": 874548, + "TP": 1094, + "n_pred": 1298, + "n_ref": 1408 + }, + "12": { + "Dice": 0.0, + "FN": 106, + "FP": 0, + "IoU": 0.0, + "TN": 876054, + "TP": 0, + "n_pred": 0, + "n_ref": 106 + }, + "13": { + "Dice": 0.6755542240862792, + "FN": 3539, + "FP": 793, + "IoU": 0.5100655960190003, + "TN": 867318, + "TP": 4510, + "n_pred": 5303, + "n_ref": 8049 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9620784894405763, + "FN": 2293, + "FP": 1318, + "IoU": 0.9269279802497117, + "TN": 826743, + "TP": 45806, + "n_pred": 47124, + "n_ref": 48099 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.45573294629898403, + "FN": 340, + "FP": 35, + "IoU": 0.2951127819548872, + "TN": 875628, + "TP": 157, + "n_pred": 192, + "n_ref": 497 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9574349189727996, + "FN": 5188, + "FP": 3267, + "IoU": 0.9183454696463408, + "TN": 772614, + "TP": 95091, + "n_pred": 98358, + "n_ref": 100279 + }, + "7": { + "Dice": 0.8482821263282343, + "FN": 18970, + "FP": 2076, + "IoU": 0.7365363911769861, + "TN": 796278, + "TP": 58836, + "n_pred": 60912, + "n_ref": 77806 + }, + "8": { + "Dice": 0.78125, + "FN": 2, + "FP": 54, + "IoU": 0.6410256410256411, + "TN": 876004, + "TP": 100, + "n_pred": 154, + "n_ref": 102 + }, + "9": { + "Dice": 0.9434307210913054, + "FN": 929, + "FP": 2289, + "IoU": 0.8929189405031279, + "TN": 846108, + "TP": 26834, + "n_pred": 29123, + "n_ref": 27763 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9646504320502749, + "FN": 348, + "FP": 192, + "IoU": 0.9317147192716236, + "TN": 693020, + "TP": 7368, + "n_pred": 7560, + "n_ref": 7716 + }, + "10": { + "Dice": 0.9062348960850652, + "FN": 855, + "FP": 1085, + "IoU": 0.8285461776403005, + "TN": 689613, + "TP": 9375, + "n_pred": 10460, + "n_ref": 10230 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8020901371652515, + "FN": 1088, + "FP": 1033, + "IoU": 0.6695747001090513, + "TN": 694509, + "TP": 4298, + "n_pred": 5331, + "n_ref": 5386 + }, + "13": { + "Dice": 0.45962732919254656, + "FN": 261, + "FP": 0, + "IoU": 0.29838709677419356, + "TN": 700556, + "TP": 111, + "n_pred": 111, + "n_ref": 372 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9609758293198902, + "FN": 358, + "FP": 1376, + "IoU": 0.9248830358690002, + "TN": 677844, + "TP": 21350, + "n_pred": 22726, + "n_ref": 21708 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9279038718291055, + "FN": 73, + "FP": 35, + "IoU": 0.8655043586550436, + "TN": 700125, + "TP": 695, + "n_pred": 730, + "n_ref": 768 + }, + "7": { + "Dice": 0.9438528557599225, + "FN": 197, + "FP": 35, + "IoU": 0.8936755270394133, + "TN": 698746, + "TP": 1950, + "n_pred": 1985, + "n_ref": 2147 + }, + "8": { + "Dice": 0.9340359803743413, + "FN": 1469, + "FP": 709, + "IoU": 0.876235935901807, + "TN": 683330, + "TP": 15420, + "n_pred": 16129, + "n_ref": 16889 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9716464410441948, + "FN": 2457, + "FP": 2057, + "IoU": 0.9448563994185123, + "TN": 969533, + "TP": 77345, + "n_pred": 79402, + "n_ref": 79802 + }, + "10": { + "Dice": 0.9042966135724803, + "FN": 393, + "FP": 1037, + "IoU": 0.8253115074517469, + "TN": 1043206, + "TP": 6756, + "n_pred": 7793, + "n_ref": 7149 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7401574803149606, + "FN": 44, + "FP": 55, + "IoU": 0.5875, + "TN": 1051152, + "TP": 141, + "n_pred": 196, + "n_ref": 185 + }, + "13": { + "Dice": 0.8715267692903476, + "FN": 865, + "FP": 462, + "IoU": 0.7723061084420041, + "TN": 1045564, + "TP": 4501, + "n_pred": 4963, + "n_ref": 5366 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.960441137068824, + "FN": 999, + "FP": 3578, + "IoU": 0.9238929812600808, + "TN": 991253, + "TP": 55562, + "n_pred": 59140, + "n_ref": 56561 + }, + "4": { + "Dice": 0.921963622139644, + "FN": 1823, + "FP": 1369, + "IoU": 0.8552249637155298, + "TN": 1029344, + "TP": 18856, + "n_pred": 20225, + "n_ref": 20679 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9848838556929751, + "FN": 1178, + "FP": 1561, + "IoU": 0.9702179018789144, + "TN": 959424, + "TP": 89229, + "n_pred": 90790, + "n_ref": 90407 + }, + "7": { + "Dice": 0.9572260980899375, + "FN": 492, + "FP": 1145, + "IoU": 0.9179613110153353, + "TN": 1031438, + "TP": 18317, + "n_pred": 19462, + "n_ref": 18809 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6165058105180224, + "FN": 347, + "FP": 1600, + "IoU": 0.4456150341685649, + "TN": 872648, + "TP": 1565, + "n_pred": 3165, + "n_ref": 1912 + }, + "7": { + "Dice": 0.963698074756564, + "FN": 3836, + "FP": 1223, + "IoU": 0.9299394812281018, + "TN": 803951, + "TP": 67150, + "n_pred": 68373, + "n_ref": 70986 + }, + "8": { + "Dice": 0.7779057491121989, + "FN": 1372, + "FP": 3256, + "IoU": 0.6365349878269064, + "TN": 863427, + "TP": 8105, + "n_pred": 11361, + "n_ref": 9477 + }, + "9": { + "Dice": 0.7894555082306896, + "FN": 262, + "FP": 3396, + "IoU": 0.6521491061240016, + "TN": 865644, + "TP": 6858, + "n_pred": 10254, + "n_ref": 7120 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 700922, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "14": { + "Dice": 0.9540287208603471, + "FN": 5892, + "FP": 1298, + "IoU": 0.9120983911193702, + "TN": 619132, + "TP": 74606, + "n_pred": 75904, + "n_ref": 80498 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 660, + "IoU": 0.0, + "TN": 700268, + "TP": 0, + "n_pred": 660, + "n_ref": 0 + }, + "2": { + "Dice": 0.9236127234734154, + "FN": 172, + "FP": 486, + "IoU": 0.8580672993960311, + "TN": 696292, + "TP": 3978, + "n_pred": 4464, + "n_ref": 4150 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9084500146871635, + "FN": 722, + "FP": 1148, + "IoU": 0.8322569070685325, + "TN": 689780, + "TP": 9278, + "n_pred": 10426, + "n_ref": 10000 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9918002211475694, + "FN": 1171, + "FP": 1291, + "IoU": 0.9837338213627385, + "TN": 549571, + "TP": 148895, + "n_pred": 150186, + "n_ref": 150066 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7713630767924609, + "FN": 2595, + "FP": 8177, + "IoU": 0.6278201983208375, + "TN": 847217, + "TP": 18171, + "n_pred": 26348, + "n_ref": 20766 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6117586117586118, + "FN": 8988, + "FP": 4503, + "IoU": 0.4406716417910448, + "TN": 852040, + "TP": 10629, + "n_pred": 15132, + "n_ref": 19617 + }, + "14": { + "Dice": 0.8636363636363636, + "FN": 554, + "FP": 622, + "IoU": 0.76, + "TN": 871260, + "TP": 3724, + "n_pred": 4346, + "n_ref": 4278 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7530064754856615, + "FN": 260, + "FP": 7, + "IoU": 0.6038575667655787, + "TN": 875486, + "TP": 407, + "n_pred": 414, + "n_ref": 667 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7656912327886105, + "FN": 1354, + "FP": 6661, + "IoU": 0.620340107053195, + "TN": 855049, + "TP": 13096, + "n_pred": 19757, + "n_ref": 14450 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8967120557954168, + "FN": 517, + "FP": 416, + "IoU": 0.8127633955448526, + "TN": 695945, + "TP": 4050, + "n_pred": 4466, + "n_ref": 4567 + }, + "10": { + "Dice": 0.7866207676103376, + "FN": 1165, + "FP": 2988, + "IoU": 0.6482892953929539, + "TN": 689120, + "TP": 7655, + "n_pred": 10643, + "n_ref": 8820 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 106, + "FP": 0, + "IoU": 0.0, + "TN": 700822, + "TP": 0, + "n_pred": 0, + "n_ref": 106 + }, + "13": { + "Dice": 0.018466676489366927, + "FN": 19975, + "FP": 10, + "IoU": 0.009319387299856244, + "TN": 680755, + "TP": 188, + "n_pred": 198, + "n_ref": 20163 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7995089461332899, + "FN": 25467, + "FP": 4093, + "IoU": 0.6659849263833489, + "TN": 612429, + "TP": 58939, + "n_pred": 63032, + "n_ref": 84406 + }, + "3": { + "Dice": 0.6605943327622545, + "FN": 1727, + "FP": 25810, + "IoU": 0.49319959510444467, + "TN": 646593, + "TP": 26798, + "n_pred": 52608, + "n_ref": 28525 + }, + "4": { + "Dice": 0.8881216827206605, + "FN": 5346, + "FP": 3760, + "IoU": 0.7987579836018476, + "TN": 655679, + "TP": 36143, + "n_pred": 39903, + "n_ref": 41489 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 700907, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "6": { + "Dice": 0.9113213417048476, + "FN": 3394, + "FP": 9148, + "IoU": 0.8370893787262784, + "TN": 623941, + "TP": 64445, + "n_pred": 73593, + "n_ref": 67839 + }, + "7": { + "Dice": 0.5485236393461831, + "FN": 53821, + "FP": 7829, + "IoU": 0.37790738741284147, + "TN": 601827, + "TP": 37451, + "n_pred": 45280, + "n_ref": 91272 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7310672331917021, + "FN": 5126, + "FP": 1330, + "IoU": 0.5761276344297813, + "TN": 1036161, + "TP": 8775, + "n_pred": 10105, + "n_ref": 13901 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 68, + "IoU": 0.0, + "TN": 1051324, + "TP": 0, + "n_pred": 68, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 499, + "FP": 0, + "IoU": 0.0, + "TN": 1050893, + "TP": 0, + "n_pred": 0, + "n_ref": 499 + }, + "13": { + "Dice": 0.7507403969411661, + "FN": 5475, + "FP": 5803, + "IoU": 0.6009482697615173, + "TN": 1023130, + "TP": 16984, + "n_pred": 22787, + "n_ref": 22459 + }, + "14": { + "Dice": 0.3594482556986081, + "FN": 7336, + "FP": 54009, + "IoU": 0.2191020532861489, + "TN": 972835, + "TP": 17212, + "n_pred": 71221, + "n_ref": 24548 + }, + "15": { + "Dice": 0.029411764705882353, + "FN": 12, + "FP": 186, + "IoU": 0.014925373134328358, + "TN": 1051191, + "TP": 3, + "n_pred": 189, + "n_ref": 15 + }, + "2": { + "Dice": 0.6924947317231318, + "FN": 5513, + "FP": 178, + "IoU": 0.5296305479791719, + "TN": 1039293, + "TP": 6408, + "n_pred": 6586, + "n_ref": 11921 + }, + "3": { + "Dice": 0.07463989524225229, + "FN": 104, + "FP": 4136, + "IoU": 0.03876671956472455, + "TN": 1046981, + "TP": 171, + "n_pred": 4307, + "n_ref": 275 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.6736842105263158, + "FN": 174, + "FP": 105, + "IoU": 0.5079365079365079, + "TN": 1050825, + "TP": 288, + "n_pred": 393, + "n_ref": 462 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8699605941194302, + "FN": 1003, + "FP": 1571, + "IoU": 0.7698497854077253, + "TN": 1040208, + "TP": 8610, + "n_pred": 10181, + "n_ref": 9613 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8503895923194656, + "FN": 5057, + "FP": 3545, + "IoU": 0.7397198099791219, + "TN": 667879, + "TP": 24447, + "n_pred": 27992, + "n_ref": 29504 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8793442379733689, + "FN": 3088, + "FP": 3418, + "IoU": 0.7846693585754948, + "TN": 670714, + "TP": 23708, + "n_pred": 27126, + "n_ref": 26796 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.3246753246753247, + "FN": 187, + "FP": 21, + "IoU": 0.1937984496124031, + "TN": 700670, + "TP": 50, + "n_pred": 71, + "n_ref": 237 + }, + "5": { + "Dice": 0.8589987587918908, + "FN": 2717, + "FP": 691, + "IoU": 0.752846471825368, + "TN": 687139, + "TP": 10381, + "n_pred": 11072, + "n_ref": 13098 + }, + "6": { + "Dice": 0.7805140145070296, + "FN": 2141, + "FP": 7663, + "IoU": 0.6400352474665884, + "TN": 673692, + "TP": 17432, + "n_pred": 25095, + "n_ref": 19573 + }, + "7": { + "Dice": 0.6473374910050371, + "FN": 9804, + "FP": 1958, + "IoU": 0.47856541206720754, + "TN": 678371, + "TP": 10795, + "n_pred": 12753, + "n_ref": 20599 + }, + "8": { + "Dice": 0.9635885586805832, + "FN": 905, + "FP": 923, + "IoU": 0.9297355473554736, + "TN": 674912, + "TP": 24188, + "n_pred": 25111, + "n_ref": 25093 + }, + "9": { + "Dice": 0.8619206135996418, + "FN": 5099, + "FP": 1994, + "IoU": 0.7573466525264274, + "TN": 671697, + "TP": 22138, + "n_pred": 24132, + "n_ref": 27237 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9710078994168493, + "FN": 1467, + "FP": 2038, + "IoU": 0.9436495176848875, + "TN": 638728, + "TP": 58695, + "n_pred": 60733, + "n_ref": 60162 + }, + "10": { + "Dice": 0.6732328308207706, + "FN": 1012, + "FP": 3865, + "IoU": 0.5074234925765074, + "TN": 691027, + "TP": 5024, + "n_pred": 8889, + "n_ref": 6036 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9364604125083167, + "FN": 217, + "FP": 165, + "IoU": 0.8805129809196122, + "TN": 697731, + "TP": 2815, + "n_pred": 2980, + "n_ref": 3032 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8452926208651399, + "FN": 544, + "FP": 64, + "IoU": 0.7320405464962538, + "TN": 698659, + "TP": 1661, + "n_pred": 1725, + "n_ref": 2205 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.937800385897211, + "FN": 840, + "FP": 933, + "IoU": 0.8828852632274259, + "TN": 1036253, + "TP": 13366, + "n_pred": 14299, + "n_ref": 14206 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6322205206738132, + "FN": 11436, + "FP": 572, + "IoU": 0.46222401361458193, + "TN": 1029063, + "TP": 10321, + "n_pred": 10893, + "n_ref": 21757 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 1051379, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9197860962566845, + "FN": 0, + "FP": 45, + "IoU": 0.8514851485148515, + "TN": 1051089, + "TP": 258, + "n_pred": 303, + "n_ref": 258 + }, + "8": { + "Dice": 0.9634319798118834, + "FN": 656, + "FP": 141, + "IoU": 0.9294440509915014, + "TN": 1040096, + "TP": 10499, + "n_pred": 10640, + "n_ref": 11155 + }, + "9": { + "Dice": 0.8996731644683086, + "FN": 58, + "FP": 3380, + "IoU": 0.8176417546279107, + "TN": 1032539, + "TP": 15415, + "n_pred": 18795, + "n_ref": 15473 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9710015329586101, + "FN": 291, + "FP": 163, + "IoU": 0.9436374922408441, + "TN": 868105, + "TP": 7601, + "n_pred": 7764, + "n_ref": 7892 + }, + "10": { + "Dice": 0.9475133511348465, + "FN": 1023, + "FP": 235, + "IoU": 0.9002616348212162, + "TN": 863547, + "TP": 11355, + "n_pred": 11590, + "n_ref": 12378 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 130, + "FP": 0, + "IoU": 0.0, + "TN": 876030, + "TP": 0, + "n_pred": 0, + "n_ref": 130 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 334, + "IoU": 0.0, + "TN": 875826, + "TP": 0, + "n_pred": 334, + "n_ref": 0 + }, + "3": { + "Dice": 0.9769449176604202, + "FN": 2756, + "FP": 898, + "IoU": 0.9549289520426287, + "TN": 795088, + "TP": 77418, + "n_pred": 78316, + "n_ref": 80174 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7805571822973312, + "FN": 1096, + "FP": 1527, + "IoU": 0.6400933040614709, + "TN": 868872, + "TP": 4665, + "n_pred": 6192, + "n_ref": 5761 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9766418001712119, + "FN": 812, + "FP": 907, + "IoU": 0.9543499043977055, + "TN": 838504, + "TP": 35937, + "n_pred": 36844, + "n_ref": 36749 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8962108731466227, + "FN": 35, + "FP": 28, + "IoU": 0.8119402985074626, + "TN": 875825, + "TP": 272, + "n_pred": 300, + "n_ref": 307 + }, + "10": { + "Dice": 0.8807870242577482, + "FN": 8054, + "FP": 2743, + "IoU": 0.7869699899374544, + "TN": 825477, + "TP": 39886, + "n_pred": 42629, + "n_ref": 47940 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8169958804267455, + "FN": 5272, + "FP": 1658, + "IoU": 0.6906111879994643, + "TN": 853761, + "TP": 15469, + "n_pred": 17127, + "n_ref": 20741 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0625, + "FN": 1, + "FP": 359, + "IoU": 0.03225806451612903, + "TN": 875788, + "TP": 12, + "n_pred": 371, + "n_ref": 13 + }, + "5": { + "Dice": 0.9150599270453361, + "FN": 157, + "FP": 6, + "IoU": 0.8434197886647454, + "TN": 875119, + "TP": 878, + "n_pred": 884, + "n_ref": 1035 + }, + "6": { + "Dice": 0.9708016931657238, + "FN": 2220, + "FP": 1429, + "IoU": 0.9432600954735582, + "TN": 811849, + "TP": 60662, + "n_pred": 62091, + "n_ref": 62882 + }, + "7": { + "Dice": 0.9057090943865354, + "FN": 1375, + "FP": 2569, + "IoU": 0.8276675696932623, + "TN": 853274, + "TP": 18942, + "n_pred": 21511, + "n_ref": 20317 + }, + "8": { + "Dice": 0.9714982472184118, + "FN": 989, + "FP": 507, + "IoU": 0.9445761707172495, + "TN": 849168, + "TP": 25496, + "n_pred": 26003, + "n_ref": 26485 + }, + "9": { + "Dice": 0.9093667576967066, + "FN": 1273, + "FP": 2610, + "IoU": 0.8337970294910756, + "TN": 852797, + "TP": 19480, + "n_pred": 22090, + "n_ref": 20753 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9555074555074555, + "FN": 421, + "FP": 319, + "IoU": 0.9148054340317753, + "TN": 692242, + "TP": 7946, + "n_pred": 8265, + "n_ref": 8367 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9393585877484537, + "FN": 978, + "FP": 1777, + "IoU": 0.8856514340264807, + "TN": 676835, + "TP": 21338, + "n_pred": 23115, + "n_ref": 22316 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9761183698191572, + "FN": 495, + "FP": 609, + "IoU": 0.9533507986140455, + "TN": 677262, + "TP": 22562, + "n_pred": 23171, + "n_ref": 23057 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.986650467005847, + "FN": 1334, + "FP": 424, + "IoU": 0.9736526587135064, + "TN": 634204, + "TP": 64966, + "n_pred": 65390, + "n_ref": 66300 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 900, + "IoU": 0.0, + "TN": 1225724, + "TP": 0, + "n_pred": 900, + "n_ref": 0 + }, + "10": { + "Dice": 0.9216596996439077, + "FN": 333, + "FP": 679, + "IoU": 0.8547020818377602, + "TN": 1219659, + "TP": 5953, + "n_pred": 6632, + "n_ref": 6286 + }, + "11": { + "Dice": 0.8105326876513317, + "FN": 604, + "FP": 648, + "IoU": 0.6814249363867685, + "TN": 1222694, + "TP": 2678, + "n_pred": 3326, + "n_ref": 3282 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9545313949891742, + "FN": 22, + "FP": 272, + "IoU": 0.91301775147929, + "TN": 1223244, + "TP": 3086, + "n_pred": 3358, + "n_ref": 3108 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9694462126034373, + "FN": 158, + "FP": 130, + "IoU": 0.9407041383570105, + "TN": 1221767, + "TP": 4569, + "n_pred": 4699, + "n_ref": 4727 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9563027163874501, + "FN": 2324, + "FP": 1059, + "IoU": 0.9162644488997798, + "TN": 1186223, + "TP": 37018, + "n_pred": 38077, + "n_ref": 39342 + }, + "7": { + "Dice": 0.918918918918919, + "FN": 36, + "FP": 0, + "IoU": 0.85, + "TN": 1226384, + "TP": 204, + "n_pred": 204, + "n_ref": 240 + }, + "8": { + "Dice": 0.7867647058823529, + "FN": 0, + "FP": 58, + "IoU": 0.6484848484848484, + "TN": 1226459, + "TP": 107, + "n_pred": 165, + "n_ref": 107 + }, + "9": { + "Dice": 0.8897722886916248, + "FN": 231, + "FP": 2625, + "IoU": 0.8014322464020024, + "TN": 1212241, + "TP": 11527, + "n_pred": 14152, + "n_ref": 11758 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9401477905025466, + "FN": 2764, + "FP": 1302, + "IoU": 0.8870555555555556, + "TN": 840160, + "TP": 31934, + "n_pred": 33236, + "n_ref": 34698 + }, + "5": { + "Dice": 0.7113047850498617, + "FN": 1549, + "FP": 1896, + "IoU": 0.5519573416569125, + "TN": 868471, + "TP": 4244, + "n_pred": 6140, + "n_ref": 5793 + }, + "6": { + "Dice": 0.9741574932406335, + "FN": 1772, + "FP": 2510, + "IoU": 0.9496170092600219, + "TN": 791171, + "TP": 80707, + "n_pred": 83217, + "n_ref": 82479 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9457526678102791, + "FN": 566, + "FP": 1869, + "IoU": 0.897088035163349, + "TN": 852499, + "TP": 21226, + "n_pred": 23095, + "n_ref": 21792 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2627, + "IoU": 0.0, + "TN": 873533, + "TP": 0, + "n_pred": 2627, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.8261994823810472, + "FN": 680, + "FP": 1066, + "IoU": 0.7038670284938942, + "TN": 870264, + "TP": 4150, + "n_pred": 5216, + "n_ref": 4830 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8293838862559242, + "FN": 135, + "FP": 9, + "IoU": 0.708502024291498, + "TN": 875666, + "TP": 350, + "n_pred": 359, + "n_ref": 485 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 9404, + "IoU": 0.0, + "TN": 866756, + "TP": 0, + "n_pred": 9404, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9661509769846989, + "FN": 2697, + "FP": 1296, + "IoU": 0.9345184407746929, + "TN": 815181, + "TP": 56986, + "n_pred": 58282, + "n_ref": 59683 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 750, + "IoU": 0.0, + "TN": 875410, + "TP": 0, + "n_pred": 750, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9761425235146659, + "FN": 1542, + "FP": 2912, + "IoU": 0.9533968798719303, + "TN": 780587, + "TP": 91119, + "n_pred": 94031, + "n_ref": 92661 + }, + "7": { + "Dice": 0.0, + "FN": 5, + "FP": 59, + "IoU": 0.0, + "TN": 876096, + "TP": 0, + "n_pred": 59, + "n_ref": 5 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9685606256798053, + "FN": 387, + "FP": 827, + "IoU": 0.9390378628100834, + "TN": 856246, + "TP": 18700, + "n_pred": 19527, + "n_ref": 19087 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.18556701030927836, + "FN": 222, + "FP": 15, + "IoU": 0.10227272727272728, + "TN": 700664, + "TP": 27, + "n_pred": 42, + "n_ref": 249 + }, + "11": { + "Dice": 0.7794583186774534, + "FN": 338, + "FP": 916, + "IoU": 0.6386167146974063, + "TN": 697458, + "TP": 2216, + "n_pred": 3132, + "n_ref": 2554 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8246589186457807, + "FN": 207, + "FP": 487, + "IoU": 0.7016337059329321, + "TN": 698602, + "TP": 1632, + "n_pred": 2119, + "n_ref": 1839 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9616442704475717, + "FN": 1056, + "FP": 394, + "IoU": 0.926122178631477, + "TN": 681301, + "TP": 18177, + "n_pred": 18571, + "n_ref": 19233 + }, + "3": { + "Dice": 0.9524040208308102, + "FN": 182, + "FP": 211, + "IoU": 0.9091329479768786, + "TN": 696603, + "TP": 3932, + "n_pred": 4143, + "n_ref": 4114 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9742422600339583, + "FN": 1725, + "FP": 1840, + "IoU": 0.94977812213848, + "TN": 629943, + "TP": 67420, + "n_pred": 69260, + "n_ref": 69145 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9595566789811394, + "FN": 389, + "FP": 443, + "IoU": 0.9222575219585124, + "TN": 690226, + "TP": 9870, + "n_pred": 10313, + "n_ref": 10259 + }, + "9": { + "Dice": 0.9214109476377593, + "FN": 1068, + "FP": 652, + "IoU": 0.8542743370329577, + "TN": 689125, + "TP": 10083, + "n_pred": 10735, + "n_ref": 11151 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8769665187575635, + "FN": 1348, + "FP": 1397, + "IoU": 0.7808908045977011, + "TN": 863632, + "TP": 9783, + "n_pred": 11180, + "n_ref": 11131 + }, + "6": { + "Dice": 0.7238890998860615, + "FN": 364, + "FP": 363, + "IoU": 0.5672619047619047, + "TN": 874480, + "TP": 953, + "n_pred": 1316, + "n_ref": 1317 + }, + "7": { + "Dice": 0.6048298572996706, + "FN": 740, + "FP": 700, + "IoU": 0.43351691581431945, + "TN": 873618, + "TP": 1102, + "n_pred": 1802, + "n_ref": 1842 + }, + "8": { + "Dice": 0.9789298446223179, + "FN": 683, + "FP": 1823, + "IoU": 0.9587292699395596, + "TN": 815439, + "TP": 58215, + "n_pred": 60038, + "n_ref": 58898 + }, + "9": { + "Dice": 0.9207006369426751, + "FN": 1200, + "FP": 1290, + "IoU": 0.8530539982295663, + "TN": 859215, + "TP": 14455, + "n_pred": 15745, + "n_ref": 15655 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.985721489423817, + "FN": 960, + "FP": 116, + "IoU": 0.9718449904492765, + "TN": 837943, + "TP": 37141, + "n_pred": 37257, + "n_ref": 38101 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6917567507451399, + "FN": 593, + "FP": 6336, + "IoU": 0.5287676822633297, + "TN": 1036688, + "TP": 7775, + "n_pred": 14111, + "n_ref": 8368 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8360823836170275, + "FN": 5419, + "FP": 176, + "IoU": 0.7183346757954088, + "TN": 1031528, + "TP": 14269, + "n_pred": 14445, + "n_ref": 19688 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1459, + "IoU": 0.0, + "TN": 1049933, + "TP": 0, + "n_pred": 1459, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9779661529467498, + "FN": 522, + "FP": 3850, + "IoU": 0.9568823535213073, + "TN": 949995, + "TP": 97025, + "n_pred": 100875, + "n_ref": 97547 + }, + "7": { + "Dice": 0.9322110300109225, + "FN": 6928, + "FP": 892, + "IoU": 0.873029274708146, + "TN": 989803, + "TP": 53769, + "n_pred": 54661, + "n_ref": 60697 + }, + "8": { + "Dice": 0.9640041710114703, + "FN": 335, + "FP": 528, + "IoU": 0.9305097028746276, + "TN": 1038973, + "TP": 11556, + "n_pred": 12084, + "n_ref": 11891 + }, + "9": { + "Dice": 0.9811420472289619, + "FN": 487, + "FP": 298, + "IoU": 0.9629821748561728, + "TN": 1030186, + "TP": 20421, + "n_pred": 20719, + "n_ref": 20908 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.978188276654887, + "FN": 4955, + "FP": 2217, + "IoU": 0.957307744965564, + "TN": 883399, + "TP": 160821, + "n_pred": 163038, + "n_ref": 165776 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 967, + "IoU": 0.0, + "TN": 1050425, + "TP": 0, + "n_pred": 967, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4672386895475819, + "FN": 1345, + "FP": 21, + "IoU": 0.3048346055979644, + "TN": 1049427, + "TP": 599, + "n_pred": 620, + "n_ref": 1944 + }, + "13": { + "Dice": 0.8770186335403727, + "FN": 954, + "FP": 36, + "IoU": 0.7809734513274337, + "TN": 1046872, + "TP": 3530, + "n_pred": 3566, + "n_ref": 4484 + }, + "14": { + "Dice": 0.962610055430821, + "FN": 3084, + "FP": 3061, + "IoU": 0.9279153518598895, + "TN": 966145, + "TP": 79102, + "n_pred": 82163, + "n_ref": 82186 + }, + "15": { + "Dice": 0.5868964396033165, + "FN": 6635, + "FP": 988, + "IoU": 0.41532443626323057, + "TN": 1038354, + "TP": 5415, + "n_pred": 6403, + "n_ref": 12050 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.878360741320804, + "FN": 407, + "FP": 525, + "IoU": 0.7831044915057016, + "TN": 1047095, + "TP": 3365, + "n_pred": 3890, + "n_ref": 3772 + }, + "4": { + "Dice": 0.512219352274985, + "FN": 14544, + "FP": 186, + "IoU": 0.34428418803418803, + "TN": 1028928, + "TP": 7734, + "n_pred": 7920, + "n_ref": 22278 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 142, + "IoU": 0.0, + "TN": 1051250, + "TP": 0, + "n_pred": 142, + "n_ref": 0 + }, + "6": { + "Dice": 0.7845622998322404, + "FN": 44853, + "FP": 351, + "IoU": 0.6454977492667472, + "TN": 923878, + "TP": 82310, + "n_pred": 82661, + "n_ref": 127163 + }, + "7": { + "Dice": 0.0, + "FN": 2123, + "FP": 8394, + "IoU": 0.0, + "TN": 1040875, + "TP": 0, + "n_pred": 8394, + "n_ref": 2123 + }, + "8": { + "Dice": 0.9552772808586762, + "FN": 60, + "FP": 15, + "IoU": 0.9143835616438356, + "TN": 1050516, + "TP": 801, + "n_pred": 816, + "n_ref": 861 + }, + "9": { + "Dice": 0.15418746533555186, + "FN": 3050, + "FP": 0, + "IoU": 0.08353365384615384, + "TN": 1048064, + "TP": 278, + "n_pred": 278, + "n_ref": 3328 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9411764705882353, + "FN": 81, + "FP": 27, + "IoU": 0.8888888888888888, + "TN": 1050420, + "TP": 864, + "n_pred": 891, + "n_ref": 945 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 425, + "IoU": 0.0, + "TN": 1050967, + "TP": 0, + "n_pred": 425, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1989, + "IoU": 0.0, + "TN": 1049403, + "TP": 0, + "n_pred": 1989, + "n_ref": 0 + }, + "3": { + "Dice": 0.9662722384645891, + "FN": 2799, + "FP": 858, + "IoU": 0.9347453695442703, + "TN": 995350, + "TP": 52385, + "n_pred": 53243, + "n_ref": 55184 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8005816368923971, + "FN": 710, + "FP": 250, + "IoU": 0.6674748874263942, + "TN": 1048505, + "TP": 1927, + "n_pred": 2177, + "n_ref": 2637 + }, + "6": { + "Dice": 0.9527222543738593, + "FN": 919, + "FP": 3329, + "IoU": 0.9097130712008502, + "TN": 1004342, + "TP": 42802, + "n_pred": 46131, + "n_ref": 43721 + }, + "7": { + "Dice": 0.7447825441591213, + "FN": 21000, + "FP": 4791, + "IoU": 0.5933494158270659, + "TN": 987969, + "TP": 37632, + "n_pred": 42423, + "n_ref": 58632 + }, + "8": { + "Dice": 0.9653259361997226, + "FN": 127, + "FP": 48, + "IoU": 0.9329758713136729, + "TN": 1048781, + "TP": 2436, + "n_pred": 2484, + "n_ref": 2563 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7006520450503853, + "FN": 43, + "FP": 1472, + "IoU": 0.5392335766423357, + "TN": 872872, + "TP": 1773, + "n_pred": 3245, + "n_ref": 1816 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7631413372990905, + "FN": 2722, + "FP": 5560, + "IoU": 0.6169996300406955, + "TN": 854536, + "TP": 13342, + "n_pred": 18902, + "n_ref": 16064 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9221871713985279, + "FN": 14, + "FP": 282, + "IoU": 0.855609756097561, + "TN": 874110, + "TP": 1754, + "n_pred": 2036, + "n_ref": 1768 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.7768274802764784, + "FN": 12057, + "FP": 729, + "IoU": 0.6350923256942265, + "TN": 841121, + "TP": 22253, + "n_pred": 22982, + "n_ref": 34310 + }, + "8": { + "Dice": 0.9443757725587144, + "FN": 35, + "FP": 190, + "IoU": 0.8946135831381733, + "TN": 874025, + "TP": 1910, + "n_pred": 2100, + "n_ref": 1945 + }, + "9": { + "Dice": 0.9232727806884395, + "FN": 330, + "FP": 1237, + "IoU": 0.8574806730331969, + "TN": 865165, + "TP": 9428, + "n_pred": 10665, + "n_ref": 9758 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6640836094825389, + "FN": 1306, + "FP": 5283, + "IoU": 0.4970996794382537, + "TN": 863058, + "TP": 6513, + "n_pred": 11796, + "n_ref": 7819 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8252751572327044, + "FN": 1510, + "FP": 268, + "IoU": 0.7025263510122135, + "TN": 870183, + "TP": 4199, + "n_pred": 4467, + "n_ref": 5709 + }, + "13": { + "Dice": 0.8446669280178523, + "FN": 4723, + "FP": 428, + "IoU": 0.7311025266235122, + "TN": 857004, + "TP": 14005, + "n_pred": 14433, + "n_ref": 18728 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9506101104009297, + "FN": 62, + "FP": 193, + "IoU": 0.9058693244739756, + "TN": 873451, + "TP": 2454, + "n_pred": 2647, + "n_ref": 2516 + }, + "3": { + "Dice": 0.9730560151264477, + "FN": 123, + "FP": 105, + "IoU": 0.9475258918296893, + "TN": 871815, + "TP": 4117, + "n_pred": 4222, + "n_ref": 4240 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9249452616646622, + "FN": 4879, + "FP": 7290, + "IoU": 0.860370387369194, + "TN": 789008, + "TP": 74983, + "n_pred": 82273, + "n_ref": 79862 + }, + "7": { + "Dice": 0.9862059905412507, + "FN": 159, + "FP": 261, + "IoU": 0.97278735259816, + "TN": 860726, + "TP": 15014, + "n_pred": 15275, + "n_ref": 15173 + }, + "8": { + "Dice": 0.9612178972354589, + "FN": 683, + "FP": 1490, + "IoU": 0.9253315923304241, + "TN": 847058, + "TP": 26929, + "n_pred": 28419, + "n_ref": 27612 + }, + "9": { + "Dice": 0.8212400703737271, + "FN": 7291, + "FP": 6121, + "IoU": 0.6966983265490728, + "TN": 831940, + "TP": 30808, + "n_pred": 36929, + "n_ref": 38099 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9800968553572555, + "FN": 533, + "FP": 1674, + "IoU": 0.9609705200983253, + "TN": 994845, + "TP": 54340, + "n_pred": 56014, + "n_ref": 54873 + }, + "10": { + "Dice": 0.9054913975960406, + "FN": 1180, + "FP": 2028, + "IoU": 0.8273040482342808, + "TN": 1032816, + "TP": 15368, + "n_pred": 17396, + "n_ref": 16548 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8189454870420018, + "FN": 716, + "FP": 297, + "IoU": 0.6934019370460048, + "TN": 1048088, + "TP": 2291, + "n_pred": 2588, + "n_ref": 3007 + }, + "13": { + "Dice": 0.47680335228973364, + "FN": 3450, + "FP": 46, + "IoU": 0.31302809982314794, + "TN": 1046303, + "TP": 1593, + "n_pred": 1639, + "n_ref": 5043 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9578943490753702, + "FN": 1944, + "FP": 342, + "IoU": 0.9191912050620382, + "TN": 1023103, + "TP": 26003, + "n_pred": 26345, + "n_ref": 27947 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8294135159273593, + "FN": 1651, + "FP": 68, + "IoU": 0.7085452695829094, + "TN": 1045494, + "TP": 4179, + "n_pred": 4247, + "n_ref": 5830 + }, + "6": { + "Dice": 0.9619445499430308, + "FN": 794, + "FP": 1210, + "IoU": 0.9266793502122055, + "TN": 1024060, + "TP": 25328, + "n_pred": 26538, + "n_ref": 26122 + }, + "7": { + "Dice": 0.9635587720505812, + "FN": 2173, + "FP": 1533, + "IoU": 0.9296800880421995, + "TN": 998690, + "TP": 48996, + "n_pred": 50529, + "n_ref": 51169 + }, + "8": { + "Dice": 0.9612588570902733, + "FN": 307, + "FP": 956, + "IoU": 0.9254075124025514, + "TN": 1034460, + "TP": 15669, + "n_pred": 16625, + "n_ref": 15976 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9592087677091686, + "FN": 640, + "FP": 123, + "IoU": 0.9216149578795972, + "TN": 1041658, + "TP": 8971, + "n_pred": 9094, + "n_ref": 9611 + }, + "10": { + "Dice": 0.8569913850231942, + "FN": 11092, + "FP": 6172, + "IoU": 0.7497680890538033, + "TN": 982400, + "TP": 51728, + "n_pred": 57900, + "n_ref": 62820 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.748147866722389, + "FN": 5958, + "FP": 671, + "IoU": 0.5976327769347496, + "TN": 1034917, + "TP": 9846, + "n_pred": 10517, + "n_ref": 15804 + }, + "14": { + "Dice": 0.8693705914270211, + "FN": 1653, + "FP": 273, + "IoU": 0.7689262147570486, + "TN": 1043057, + "TP": 6409, + "n_pred": 6682, + "n_ref": 8062 + }, + "15": { + "Dice": 0.83678094131319, + "FN": 9793, + "FP": 1443, + "IoU": 0.7193666017283581, + "TN": 1011354, + "TP": 28802, + "n_pred": 30245, + "n_ref": 38595 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9528908621984264, + "FN": 1235, + "FP": 208, + "IoU": 0.9100205774147284, + "TN": 1035355, + "TP": 14594, + "n_pred": 14802, + "n_ref": 15829 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8931246655965757, + "FN": 411, + "FP": 2785, + "IoU": 0.8068882175226586, + "TN": 1034842, + "TP": 13354, + "n_pred": 16139, + "n_ref": 13765 + }, + "7": { + "Dice": 0.9190521257113359, + "FN": 2418, + "FP": 10754, + "IoU": 0.8502279782141517, + "TN": 963445, + "TP": 74775, + "n_pred": 85529, + "n_ref": 77193 + }, + "8": { + "Dice": 0.9514661701857572, + "FN": 533, + "FP": 614, + "IoU": 0.9074253430185634, + "TN": 1039002, + "TP": 11243, + "n_pred": 11857, + "n_ref": 11776 + }, + "9": { + "Dice": 0.9234632382482925, + "FN": 991, + "FP": 533, + "IoU": 0.8578092927785035, + "TN": 1040674, + "TP": 9194, + "n_pred": 9727, + "n_ref": 10185 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9476379079258467, + "FN": 2806, + "FP": 671, + "IoU": 0.900486548368632, + "TN": 1016452, + "TP": 31463, + "n_pred": 32134, + "n_ref": 34269 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7922871324933181, + "FN": 124, + "FP": 964, + "IoU": 0.6560227631994942, + "TN": 1048229, + "TP": 2075, + "n_pred": 3039, + "n_ref": 2199 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7892576730906495, + "FN": 1869, + "FP": 493, + "IoU": 0.6518791451731761, + "TN": 1044607, + "TP": 4423, + "n_pred": 4916, + "n_ref": 6292 + }, + "15": { + "Dice": 0.8445086705202313, + "FN": 1706, + "FP": 2060, + "IoU": 0.7308654327163582, + "TN": 1037399, + "TP": 10227, + "n_pred": 12287, + "n_ref": 11933 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 265, + "IoU": 0.0, + "TN": 1051127, + "TP": 0, + "n_pred": 265, + "n_ref": 0 + }, + "3": { + "Dice": 0.9580497145325689, + "FN": 2844, + "FP": 749, + "IoU": 0.91947737612335, + "TN": 1006771, + "TP": 41028, + "n_pred": 41777, + "n_ref": 43872 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9284070570186653, + "FN": 869, + "FP": 251, + "IoU": 0.8663803388212837, + "TN": 1043010, + "TP": 7262, + "n_pred": 7513, + "n_ref": 8131 + }, + "6": { + "Dice": 0.9648571525631009, + "FN": 1207, + "FP": 2931, + "IoU": 0.9321004873406298, + "TN": 990449, + "TP": 56805, + "n_pred": 59736, + "n_ref": 58012 + }, + "7": { + "Dice": 0.8214137292682006, + "FN": 454, + "FP": 4273, + "IoU": 0.6969483267085523, + "TN": 1035794, + "TP": 10871, + "n_pred": 15144, + "n_ref": 11325 + }, + "8": { + "Dice": 0.9743348393574297, + "FN": 329, + "FP": 489, + "IoU": 0.9499541144080759, + "TN": 1035047, + "TP": 15527, + "n_pred": 16016, + "n_ref": 15856 + }, + "9": { + "Dice": 0.9301219149568838, + "FN": 1574, + "FP": 1011, + "IoU": 0.8693718732629239, + "TN": 1031603, + "TP": 17204, + "n_pred": 18215, + "n_ref": 18778 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.06280247608328644, + "FN": 9971, + "FP": 6683, + "IoU": 0.032419242389030906, + "TN": 858948, + "TP": 558, + "n_pred": 7241, + "n_ref": 10529 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.019927536231884056, + "FN": 1417, + "FP": 3993, + "IoU": 0.010064043915827997, + "TN": 870695, + "TP": 55, + "n_pred": 4048, + "n_ref": 1472 + }, + "14": { + "Dice": 0.8917769010597973, + "FN": 942, + "FP": 457, + "IoU": 0.8046907720228954, + "TN": 868997, + "TP": 5764, + "n_pred": 6221, + "n_ref": 6706 + }, + "15": { + "Dice": 0.7792572797640988, + "FN": 8229, + "FP": 1353, + "IoU": 0.6383468578977165, + "TN": 849665, + "TP": 16913, + "n_pred": 18266, + "n_ref": 25142 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9604635310156783, + "FN": 15, + "FP": 217, + "IoU": 0.9239344262295082, + "TN": 873110, + "TP": 2818, + "n_pred": 3035, + "n_ref": 2833 + }, + "4": { + "Dice": 0.043668122270742356, + "FN": 1533, + "FP": 0, + "IoU": 0.022321428571428572, + "TN": 874592, + "TP": 35, + "n_pred": 35, + "n_ref": 1568 + }, + "5": { + "Dice": 0.8406186168660637, + "FN": 2042, + "FP": 689, + "IoU": 0.7250578878485855, + "TN": 866227, + "TP": 7202, + "n_pred": 7891, + "n_ref": 9244 + }, + "6": { + "Dice": 0.9561803571726891, + "FN": 1907, + "FP": 3339, + "IoU": 0.9160398194680068, + "TN": 813678, + "TP": 57236, + "n_pred": 60575, + "n_ref": 59143 + }, + "7": { + "Dice": 0.25874125874125875, + "FN": 651, + "FP": 4013, + "IoU": 0.14859437751004015, + "TN": 870682, + "TP": 814, + "n_pred": 4827, + "n_ref": 1465 + }, + "8": { + "Dice": 0.8377672515665187, + "FN": 14919, + "FP": 1418, + "IoU": 0.720825714725132, + "TN": 817641, + "TP": 42182, + "n_pred": 43600, + "n_ref": 57101 + }, + "9": { + "Dice": 0.8350308899649357, + "FN": 1267, + "FP": 709, + "IoU": 0.7167837179303426, + "TN": 869183, + "TP": 5001, + "n_pred": 5710, + "n_ref": 6268 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8799660681464725, + "FN": 899, + "FP": 799, + "IoU": 0.7856601868215097, + "TN": 868238, + "TP": 6224, + "n_pred": 7023, + "n_ref": 7123 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.823963133640553, + "FN": 177, + "FP": 14, + "IoU": 0.700626959247649, + "TN": 875522, + "TP": 447, + "n_pred": 461, + "n_ref": 624 + }, + "13": { + "Dice": 0.8519108280254777, + "FN": 1357, + "FP": 317, + "IoU": 0.7420249653259362, + "TN": 869671, + "TP": 4815, + "n_pred": 5132, + "n_ref": 6172 + }, + "14": { + "Dice": 0.9635654810607883, + "FN": 3273, + "FP": 1269, + "IoU": 0.9296925791771152, + "TN": 811558, + "TP": 60060, + "n_pred": 61329, + "n_ref": 63333 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1987, + "IoU": 0.0, + "TN": 874173, + "TP": 0, + "n_pred": 1987, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8688118811881188, + "FN": 47, + "FP": 59, + "IoU": 0.7680525164113785, + "TN": 875703, + "TP": 351, + "n_pred": 410, + "n_ref": 398 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9763983604503392, + "FN": 1661, + "FP": 4932, + "IoU": 0.953885107960467, + "TN": 733191, + "TP": 136376, + "n_pred": 141308, + "n_ref": 138037 + }, + "7": { + "Dice": 0.9780501759800267, + "FN": 1848, + "FP": 684, + "IoU": 0.9570432451690616, + "TN": 817217, + "TP": 56411, + "n_pred": 57095, + "n_ref": 58259 + }, + "8": { + "Dice": 0.9649052468393339, + "FN": 656, + "FP": 657, + "IoU": 0.9321902597737954, + "TN": 856797, + "TP": 18050, + "n_pred": 18707, + "n_ref": 18706 + }, + "9": { + "Dice": 0.8898183244020389, + "FN": 4009, + "FP": 1049, + "IoU": 0.8015069460795856, + "TN": 850678, + "TP": 20424, + "n_pred": 21473, + "n_ref": 24433 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0391.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.6776668547072452, + "FN": 1194.5577777777778, + "FP": 953.8777777777777, + "IoU": 0.6016203367022095, + "TN": 945587.1733333333, + "TP": 10199.324444444446, + "n_pred": 11153.202222222226, + "n_ref": 11393.882222222222 + }, + "mean": { + "1": { + "Dice": 0.8741330950422076, + "FN": 1123.7, + "FP": 516.7333333333333, + "IoU": 0.8185969155424606, + "TN": 940379.3333333334, + "TP": 15915.166666666666, + "n_pred": 16431.9, + "n_ref": 17038.866666666665 + }, + "10": { + "Dice": 0.6158393337074052, + "FN": 2104.733333333333, + "FP": 763.5333333333333, + "IoU": 0.5370890965247053, + "TN": 946938.9, + "TP": 8127.766666666666, + "n_pred": 8891.3, + "n_ref": 10232.5 + }, + "11": { + "Dice": 0.6187199849531435, + "FN": 137.03333333333333, + "FP": 108.63333333333334, + "IoU": 0.4872927401992628, + "TN": 957321.7, + "TP": 367.56666666666666, + "n_pred": 476.2, + "n_ref": 504.6 + }, + "12": { + "Dice": 0.5600982345484334, + "FN": 135.83333333333334, + "FP": 140.33333333333334, + "IoU": 0.4480945044459716, + "TN": 957335.5, + "TP": 323.26666666666665, + "n_pred": 463.6, + "n_ref": 459.1 + }, + "13": { + "Dice": 0.6117459325270533, + "FN": 1913.8, + "FP": 1159.6, + "IoU": 0.5126782813305832, + "TN": 950006.0666666667, + "TP": 4855.466666666666, + "n_pred": 6015.066666666667, + "n_ref": 6769.266666666666 + }, + "14": { + "Dice": 0.3884912184934548, + "FN": 256.3333333333333, + "FP": 3220.7, + "IoU": 0.348567669601947, + "TN": 949357.9, + "TP": 5100.0, + "n_pred": 8320.7, + "n_ref": 5356.333333333333 + }, + "15": { + "Dice": 0.5076380307327164, + "FN": 1979.3, + "FP": 400.6, + "IoU": 0.4171214579093125, + "TN": 950851.1666666666, + "TP": 4703.866666666667, + "n_pred": 5104.466666666666, + "n_ref": 6683.166666666667 + }, + "2": { + "Dice": 0.9130148805179358, + "FN": 503.9, + "FP": 892.3333333333334, + "IoU": 0.8657419977487548, + "TN": 941856.0333333333, + "TP": 14682.666666666666, + "n_pred": 15575.0, + "n_ref": 15186.566666666668 + }, + "3": { + "Dice": 0.8418024073871831, + "FN": 1552.6333333333334, + "FP": 769.9, + "IoU": 0.8008521706687612, + "TN": 942646.3, + "TP": 12966.1, + "n_pred": 13736.0, + "n_ref": 14518.733333333334 + }, + "4": { + "Dice": 0.4484039904675384, + "FN": 390.6, + "FP": 184.4, + "IoU": 0.3702327257386232, + "TN": 955485.5, + "TP": 1874.4333333333334, + "n_pred": 2058.8333333333335, + "n_ref": 2265.0333333333333 + }, + "5": { + "Dice": 0.5309693471811872, + "FN": 412.1333333333333, + "FP": 427.03333333333336, + "IoU": 0.4378819046332554, + "TN": 955765.4333333333, + "TP": 1330.3333333333333, + "n_pred": 1757.3666666666666, + "n_ref": 1742.4666666666667 + }, + "6": { + "Dice": 0.8249421810653556, + "FN": 2744.7, + "FP": 2914.1, + "IoU": 0.781016937997448, + "TN": 903337.8666666667, + "TP": 48938.26666666667, + "n_pred": 51852.36666666667, + "n_ref": 51682.96666666667 + }, + "7": { + "Dice": 0.748400855025472, + "FN": 3212.9333333333334, + "FP": 1320.7, + "IoU": 0.6608584549444364, + "TN": 938464.6666666666, + "TP": 14936.633333333333, + "n_pred": 16257.333333333334, + "n_ref": 18149.566666666666 + }, + "8": { + "Dice": 0.8701640583560946, + "FN": 549.0333333333333, + "FP": 594.5, + "IoU": 0.8167861969901752, + "TN": 945972.2333333333, + "TP": 10819.166666666666, + "n_pred": 11413.666666666666, + "n_ref": 11368.2 + }, + "9": { + "Dice": 0.810639270603497, + "FN": 901.7, + "FP": 895.0666666666667, + "IoU": 0.7214939962574453, + "TN": 948089.0, + "TP": 8049.166666666667, + "n_pred": 8944.233333333334, + "n_ref": 8950.866666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 73, + "IoU": 0.0, + "TN": 876087, + "TP": 0, + "n_pred": 73, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 302, + "IoU": 0.0, + "TN": 875858, + "TP": 0, + "n_pred": 302, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0405982905982906, + "FN": 1873, + "FP": 1719, + "IoU": 0.020719738276990186, + "TN": 872492, + "TP": 76, + "n_pred": 1795, + "n_ref": 1949 + }, + "15": { + "Dice": 0.8178777436984866, + "FN": 13491, + "FP": 938, + "IoU": 0.6918723840437345, + "TN": 829332, + "TP": 32399, + "n_pred": 33337, + "n_ref": 45890 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 34234, + "FP": 0, + "IoU": 0.0, + "TN": 841926, + "TP": 0, + "n_pred": 0, + "n_ref": 34234 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 32181, + "IoU": 0.0, + "TN": 843979, + "TP": 0, + "n_pred": 32181, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9112413864033735, + "FN": 900, + "FP": 826, + "IoU": 0.8369544681655016, + "TN": 865574, + "TP": 8860, + "n_pred": 9686, + "n_ref": 9760 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7682263329706203, + "FN": 193, + "FP": 20, + "IoU": 0.6236749116607774, + "TN": 700362, + "TP": 353, + "n_pred": 373, + "n_ref": 546 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.842251692478902, + "FN": 1480, + "FP": 221, + "IoU": 0.7274911887215636, + "TN": 694686, + "TP": 4541, + "n_pred": 4762, + "n_ref": 6021 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.963435949481281, + "FN": 1252, + "FP": 1342, + "IoU": 0.9294514400717996, + "TN": 664159, + "TP": 34175, + "n_pred": 35517, + "n_ref": 35427 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8721605040623446, + "FN": 1636, + "FP": 2990, + "IoU": 0.773301970008821, + "TN": 680522, + "TP": 15780, + "n_pred": 18770, + "n_ref": 17416 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 700912, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "6": { + "Dice": 0.9838246533292656, + "FN": 2756, + "FP": 2387, + "IoU": 0.9681642607769827, + "TN": 539380, + "TP": 156405, + "n_pred": 158792, + "n_ref": 159161 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.950946723593837, + "FN": 1663, + "FP": 2565, + "IoU": 0.9064808670648087, + "TN": 830950, + "TP": 40982, + "n_pred": 43547, + "n_ref": 42645 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 876155, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8192771084337349, + "FN": 6, + "FP": 39, + "IoU": 0.6938775510204082, + "TN": 876013, + "TP": 102, + "n_pred": 141, + "n_ref": 108 + }, + "13": { + "Dice": 0.9053912313824208, + "FN": 312, + "FP": 139, + "IoU": 0.8271368340360291, + "TN": 873551, + "TP": 2158, + "n_pred": 2297, + "n_ref": 2470 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9531209531209531, + "FN": 47, + "FP": 134, + "IoU": 0.9104403760514597, + "TN": 874139, + "TP": 1840, + "n_pred": 1974, + "n_ref": 1887 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.417466849565615, + "FN": 2361, + "FP": 187, + "IoU": 0.263796590580757, + "TN": 872699, + "TP": 913, + "n_pred": 1100, + "n_ref": 3274 + }, + "6": { + "Dice": 0.3333333333333333, + "FN": 12, + "FP": 4, + "IoU": 0.2, + "TN": 876140, + "TP": 4, + "n_pred": 8, + "n_ref": 16 + }, + "7": { + "Dice": 0.9549493081780717, + "FN": 2637, + "FP": 238, + "IoU": 0.9137827625502309, + "TN": 842814, + "TP": 30471, + "n_pred": 30709, + "n_ref": 33108 + }, + "8": { + "Dice": 0.9152080018185952, + "FN": 1039, + "FP": 3064, + "IoU": 0.8436714165968148, + "TN": 849914, + "TP": 22143, + "n_pred": 25207, + "n_ref": 23182 + }, + "9": { + "Dice": 0.8827606547706828, + "FN": 699, + "FP": 891, + "IoU": 0.7901267159450898, + "TN": 868584, + "TP": 5986, + "n_pred": 6877, + "n_ref": 6685 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9814533475729907, + "FN": 670, + "FP": 1796, + "IoU": 0.9635821248190921, + "TN": 633214, + "TP": 65248, + "n_pred": 67044, + "n_ref": 65918 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8256181882104769, + "FN": 2018, + "FP": 958, + "IoU": 0.7030236503342979, + "TN": 1216603, + "TP": 7045, + "n_pred": 8003, + "n_ref": 9063 + }, + "11": { + "Dice": 0.6859504132231405, + "FN": 659, + "FP": 709, + "IoU": 0.5220125786163522, + "TN": 1223762, + "TP": 1494, + "n_pred": 2203, + "n_ref": 2153 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8997880211147595, + "FN": 1744, + "FP": 667, + "IoU": 0.8178315073668304, + "TN": 1213389, + "TP": 10824, + "n_pred": 11491, + "n_ref": 12568 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9087195097528737, + "FN": 606, + "FP": 1673, + "IoU": 0.8327093885340967, + "TN": 1213001, + "TP": 11344, + "n_pred": 13017, + "n_ref": 11950 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9258786141575274, + "FN": 2229, + "FP": 2529, + "IoU": 0.8619869470630892, + "TN": 1192149, + "TP": 29717, + "n_pred": 32246, + "n_ref": 31946 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 2, + "FP": 0, + "IoU": 0.0, + "TN": 1226622, + "TP": 0, + "n_pred": 0, + "n_ref": 2 + }, + "9": { + "Dice": 0.8863019351475795, + "FN": 2622, + "FP": 2613, + "IoU": 0.7958188696907056, + "TN": 1200985, + "TP": 20404, + "n_pred": 23017, + "n_ref": 23026 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6445387881126978, + "FN": 828, + "FP": 93, + "IoU": 0.4755125284738041, + "TN": 874404, + "TP": 835, + "n_pred": 928, + "n_ref": 1663 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8614232209737828, + "FN": 148, + "FP": 37, + "IoU": 0.756578947368421, + "TN": 875400, + "TP": 575, + "n_pred": 612, + "n_ref": 723 + }, + "13": { + "Dice": 0.5030769230769231, + "FN": 9430, + "FP": 1552, + "IoU": 0.33607399794450155, + "TN": 859619, + "TP": 5559, + "n_pred": 7111, + "n_ref": 14989 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8537076328817801, + "FN": 1187, + "FP": 1502, + "IoU": 0.7447555766492644, + "TN": 865625, + "TP": 7846, + "n_pred": 9348, + "n_ref": 9033 + }, + "6": { + "Dice": 0.9400356930398572, + "FN": 1283, + "FP": 1741, + "IoU": 0.8868559883264115, + "TN": 849433, + "TP": 23703, + "n_pred": 25444, + "n_ref": 24986 + }, + "7": { + "Dice": 0.7813701751887195, + "FN": 92, + "FP": 1443, + "IoU": 0.6411874707807387, + "TN": 871882, + "TP": 2743, + "n_pred": 4186, + "n_ref": 2835 + }, + "8": { + "Dice": 0.9497368593249016, + "FN": 3860, + "FP": 1517, + "IoU": 0.9042846716627801, + "TN": 819983, + "TP": 50800, + "n_pred": 52317, + "n_ref": 54660 + }, + "9": { + "Dice": 0.8300279515506456, + "FN": 3168, + "FP": 663, + "IoU": 0.7094425483503982, + "TN": 862975, + "TP": 9354, + "n_pred": 10017, + "n_ref": 12522 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.96441242290268, + "FN": 848, + "FP": 1760, + "IoU": 0.9312707531755653, + "TN": 838214, + "TP": 35338, + "n_pred": 37098, + "n_ref": 36186 + }, + "10": { + "Dice": 0.0, + "FN": 142, + "FP": 0, + "IoU": 0.0, + "TN": 876018, + "TP": 0, + "n_pred": 0, + "n_ref": 142 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9437762409523882, + "FN": 1022, + "FP": 6303, + "IoU": 0.8935381663856753, + "TN": 807356, + "TP": 61479, + "n_pred": 67782, + "n_ref": 62501 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9305828142332964, + "FN": 8851, + "FP": 911, + "IoU": 0.8701775384001595, + "TN": 800965, + "TP": 65433, + "n_pred": 66344, + "n_ref": 74284 + }, + "7": { + "Dice": 0.4896626768226333, + "FN": 333, + "FP": 136, + "IoU": 0.3242074927953891, + "TN": 875466, + "TP": 225, + "n_pred": 361, + "n_ref": 558 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.834815144766147, + "FN": 5421, + "FP": 3850, + "IoU": 0.7164658388892287, + "TN": 843462, + "TP": 23427, + "n_pred": 27277, + "n_ref": 28848 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7505005286482352, + "FN": 5003, + "FP": 6088, + "IoU": 0.6006409333141294, + "TN": 848388, + "TP": 16681, + "n_pred": 22769, + "n_ref": 21684 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.3861566484517304, + "FN": 339, + "FP": 4042, + "IoU": 0.23927765237020315, + "TN": 870401, + "TP": 1378, + "n_pred": 5420, + "n_ref": 1717 + }, + "3": { + "Dice": 0.9476190476190476, + "FN": 13, + "FP": 9, + "IoU": 0.9004524886877828, + "TN": 875939, + "TP": 199, + "n_pred": 208, + "n_ref": 212 + }, + "4": { + "Dice": 0.0, + "FN": 261, + "FP": 0, + "IoU": 0.0, + "TN": 875899, + "TP": 0, + "n_pred": 0, + "n_ref": 261 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9755374611914943, + "FN": 3349, + "FP": 827, + "IoU": 0.9522431755543611, + "TN": 788717, + "TP": 83267, + "n_pred": 84094, + "n_ref": 86616 + }, + "7": { + "Dice": 0.8787422331011109, + "FN": 6267, + "FP": 173, + "IoU": 0.7837111670864819, + "TN": 846385, + "TP": 23335, + "n_pred": 23508, + "n_ref": 29602 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8480581954710783, + "FN": 1506, + "FP": 2379, + "IoU": 0.7361988184966388, + "TN": 861433, + "TP": 10842, + "n_pred": 13221, + "n_ref": 12348 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.978753879207448, + "FN": 2235, + "FP": 1236, + "IoU": 0.9583917718560074, + "TN": 1143203, + "TP": 79950, + "n_pred": 81186, + "n_ref": 82185 + }, + "10": { + "Dice": 0.9121965071702399, + "FN": 2977, + "FP": 3207, + "IoU": 0.8385673636672148, + "TN": 1188317, + "TP": 32123, + "n_pred": 35330, + "n_ref": 35100 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7634349030470914, + "FN": 1234, + "FP": 474, + "IoU": 0.6173835125448028, + "TN": 1222160, + "TP": 2756, + "n_pred": 3230, + "n_ref": 3990 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 3158, + "IoU": 0.0, + "TN": 1223466, + "TP": 0, + "n_pred": 3158, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9744016208778747, + "FN": 332, + "FP": 1361, + "IoU": 0.9500810850656052, + "TN": 1192709, + "TP": 32222, + "n_pred": 33583, + "n_ref": 32554 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 35, + "FP": 0, + "IoU": 0.0, + "TN": 1226589, + "TP": 0, + "n_pred": 0, + "n_ref": 35 + }, + "6": { + "Dice": 0.9729611907455653, + "FN": 2269, + "FP": 336, + "IoU": 0.9473460807696972, + "TN": 1177150, + "TP": 46869, + "n_pred": 47205, + "n_ref": 49138 + }, + "7": { + "Dice": 0.9122522364497456, + "FN": 2046, + "FP": 1956, + "IoU": 0.8386615601693207, + "TN": 1201819, + "TP": 20803, + "n_pred": 22759, + "n_ref": 22849 + }, + "8": { + "Dice": 0.9188486637242425, + "FN": 222, + "FP": 2775, + "IoU": 0.8498797836104989, + "TN": 1206660, + "TP": 16967, + "n_pred": 19742, + "n_ref": 17189 + }, + "9": { + "Dice": 0.5287356321839081, + "FN": 40, + "FP": 1, + "IoU": 0.359375, + "TN": 1226560, + "TP": 23, + "n_pred": 24, + "n_ref": 63 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9071274298056156, + "FN": 19, + "FP": 24, + "IoU": 0.8300395256916996, + "TN": 1051139, + "TP": 210, + "n_pred": 234, + "n_ref": 229 + }, + "10": { + "Dice": 0.8944476576055523, + "FN": 6521, + "FP": 2239, + "IoU": 0.8090504839131573, + "TN": 1005516, + "TP": 37116, + "n_pred": 39355, + "n_ref": 43637 + }, + "11": { + "Dice": 0.6144578313253012, + "FN": 7, + "FP": 57, + "IoU": 0.4434782608695652, + "TN": 1051277, + "TP": 51, + "n_pred": 108, + "n_ref": 58 + }, + "12": { + "Dice": 0.45936395759717313, + "FN": 51, + "FP": 102, + "IoU": 0.2981651376146789, + "TN": 1051174, + "TP": 65, + "n_pred": 167, + "n_ref": 116 + }, + "13": { + "Dice": 0.8162102710172312, + "FN": 6258, + "FP": 259, + "IoU": 0.6894892319420621, + "TN": 1030404, + "TP": 14471, + "n_pred": 14730, + "n_ref": 20729 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9532866199532867, + "FN": 744, + "FP": 2056, + "IoU": 0.9107427478482627, + "TN": 1020022, + "TP": 28570, + "n_pred": 30626, + "n_ref": 29314 + }, + "3": { + "Dice": 0.9757415867704781, + "FN": 554, + "FP": 200, + "IoU": 0.9526322402311849, + "TN": 1035474, + "TP": 15164, + "n_pred": 15364, + "n_ref": 15718 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9282682050723849, + "FN": 486, + "FP": 173, + "IoU": 0.8661385334145846, + "TN": 1046469, + "TP": 4264, + "n_pred": 4437, + "n_ref": 4750 + }, + "6": { + "Dice": 0.97489038750935, + "FN": 3681, + "FP": 4812, + "IoU": 0.951010873013584, + "TN": 878027, + "TP": 164872, + "n_pred": 169684, + "n_ref": 168553 + }, + "7": { + "Dice": 0.9761554977963611, + "FN": 1049, + "FP": 850, + "IoU": 0.9534216335540839, + "TN": 1010622, + "TP": 38871, + "n_pred": 39721, + "n_ref": 39920 + }, + "8": { + "Dice": 0.9813610749891634, + "FN": 197, + "FP": 405, + "IoU": 0.963404255319149, + "TN": 1034942, + "TP": 15848, + "n_pred": 16253, + "n_ref": 16045 + }, + "9": { + "Dice": 0.875278485041375, + "FN": 4029, + "FP": 2241, + "IoU": 0.7782179618690531, + "TN": 1023121, + "TP": 22001, + "n_pred": 24242, + "n_ref": 26030 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9488034523342487, + "FN": 490, + "FP": 32, + "IoU": 0.9025937674939354, + "TN": 870801, + "TP": 4837, + "n_pred": 4869, + "n_ref": 5327 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8417408506429278, + "FN": 177, + "FP": 463, + "IoU": 0.726729291204099, + "TN": 1224282, + "TP": 1702, + "n_pred": 2165, + "n_ref": 1879 + }, + "10": { + "Dice": 0.9560672872774784, + "FN": 113, + "FP": 156, + "IoU": 0.9158322903629537, + "TN": 1223428, + "TP": 2927, + "n_pred": 3083, + "n_ref": 3040 + }, + "11": { + "Dice": 0.7119548164417948, + "FN": 1203, + "FP": 633, + "IoU": 0.5527405602923264, + "TN": 1222519, + "TP": 2269, + "n_pred": 2902, + "n_ref": 3472 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 1226604, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "13": { + "Dice": 0.9252336448598131, + "FN": 160, + "FP": 128, + "IoU": 0.8608695652173913, + "TN": 1224554, + "TP": 1782, + "n_pred": 1910, + "n_ref": 1942 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 1226610, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "2": { + "Dice": 0.9560973090232943, + "FN": 766, + "FP": 934, + "IoU": 0.9158873880560091, + "TN": 1206413, + "TP": 18511, + "n_pred": 19445, + "n_ref": 19277 + }, + "3": { + "Dice": 0.9552671755725191, + "FN": 921, + "FP": 3181, + "IoU": 0.9143650445710946, + "TN": 1178723, + "TP": 43799, + "n_pred": 46980, + "n_ref": 44720 + }, + "4": { + "Dice": 0.7641509433962265, + "FN": 84, + "FP": 16, + "IoU": 0.6183206106870229, + "TN": 1226362, + "TP": 162, + "n_pred": 178, + "n_ref": 246 + }, + "5": { + "Dice": 0.6674000733406674, + "FN": 2495, + "FP": 226, + "IoU": 0.5008255365987893, + "TN": 1221173, + "TP": 2730, + "n_pred": 2956, + "n_ref": 5225 + }, + "6": { + "Dice": 0.9737819072763182, + "FN": 5512, + "FP": 2214, + "IoU": 0.9489034681622179, + "TN": 1075420, + "TP": 143478, + "n_pred": 145692, + "n_ref": 148990 + }, + "7": { + "Dice": 0.9450958376774401, + "FN": 2637, + "FP": 786, + "IoU": 0.8959068239873494, + "TN": 1193740, + "TP": 29461, + "n_pred": 30247, + "n_ref": 32098 + }, + "8": { + "Dice": 0.9470105209135232, + "FN": 1301, + "FP": 1177, + "IoU": 0.8993542098208847, + "TN": 1202003, + "TP": 22143, + "n_pred": 23320, + "n_ref": 23444 + }, + "9": { + "Dice": 0.8974875722155045, + "FN": 616, + "FP": 5488, + "IoU": 0.8140385084084816, + "TN": 1193800, + "TP": 26720, + "n_pred": 32208, + "n_ref": 27336 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 95, + "FP": 0, + "IoU": 0.0, + "TN": 1051297, + "TP": 0, + "n_pred": 0, + "n_ref": 95 + }, + "11": { + "Dice": 0.7278028094354625, + "FN": 722, + "FP": 305, + "IoU": 0.5720833333333334, + "TN": 1048992, + "TP": 1373, + "n_pred": 1678, + "n_ref": 2095 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.03730272596843615, + "FN": 671, + "FP": 0, + "IoU": 0.019005847953216373, + "TN": 1050708, + "TP": 13, + "n_pred": 13, + "n_ref": 684 + }, + "14": { + "Dice": 0.0, + "FN": 20, + "FP": 0, + "IoU": 0.0, + "TN": 1051372, + "TP": 0, + "n_pred": 0, + "n_ref": 20 + }, + "15": { + "Dice": 0.8413491842448585, + "FN": 10651, + "FP": 172, + "IoU": 0.7261455934819463, + "TN": 1011871, + "TP": 28698, + "n_pred": 28870, + "n_ref": 39349 + }, + "2": { + "Dice": 0.9666697837209614, + "FN": 1007, + "FP": 3983, + "IoU": 0.9354897093804944, + "TN": 974040, + "TP": 72362, + "n_pred": 76345, + "n_ref": 73369 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.14840989399293286, + "FN": 241, + "FP": 0, + "IoU": 0.08015267175572519, + "TN": 1051130, + "TP": 21, + "n_pred": 21, + "n_ref": 262 + }, + "6": { + "Dice": 0.975535612503772, + "FN": 1355, + "FP": 834, + "IoU": 0.9522396526520193, + "TN": 1005559, + "TP": 43644, + "n_pred": 44478, + "n_ref": 44999 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8808953497976377, + "FN": 2650, + "FP": 234, + "IoU": 0.7871429625802642, + "TN": 1037843, + "TP": 10665, + "n_pred": 10899, + "n_ref": 13315 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 1226611, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 5, + "FP": 0, + "IoU": 0.0, + "TN": 1226619, + "TP": 0, + "n_pred": 0, + "n_ref": 5 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8675623800383877, + "FN": 31, + "FP": 38, + "IoU": 0.7661016949152543, + "TN": 1226329, + "TP": 226, + "n_pred": 264, + "n_ref": 257 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 54124, + "IoU": 0.0, + "TN": 1172500, + "TP": 0, + "n_pred": 54124, + "n_ref": 0 + }, + "15": { + "Dice": 0.12965722801788376, + "FN": 1, + "FP": 1167, + "IoU": 0.06932270916334661, + "TN": 1225369, + "TP": 87, + "n_pred": 1254, + "n_ref": 88 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9680201221703199, + "FN": 761, + "FP": 1464, + "IoU": 0.9380222841225627, + "TN": 1190724, + "TP": 33675, + "n_pred": 35139, + "n_ref": 34436 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 1226607, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "5": { + "Dice": 0.5854682086566144, + "FN": 1608, + "FP": 6887, + "IoU": 0.4138954049951704, + "TN": 1212130, + "TP": 5999, + "n_pred": 12886, + "n_ref": 7607 + }, + "6": { + "Dice": 0.9135658528955937, + "FN": 10317, + "FP": 1841, + "IoU": 0.8408847009553724, + "TN": 1150214, + "TP": 64252, + "n_pred": 66093, + "n_ref": 74569 + }, + "7": { + "Dice": 0.8850445532632255, + "FN": 5789, + "FP": 17123, + "IoU": 0.7937936496508028, + "TN": 1115512, + "TP": 88200, + "n_pred": 105323, + "n_ref": 93989 + }, + "8": { + "Dice": 0.9682376313458915, + "FN": 292, + "FP": 1035, + "IoU": 0.9384308448939823, + "TN": 1205071, + "TP": 20226, + "n_pred": 21261, + "n_ref": 20518 + }, + "9": { + "Dice": 0.7208099956915123, + "FN": 284, + "FP": 1012, + "IoU": 0.563489390367127, + "TN": 1223655, + "TP": 1673, + "n_pred": 2685, + "n_ref": 1957 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8903120870183999, + "FN": 318, + "FP": 761, + "IoU": 0.8023085379259802, + "TN": 870702, + "TP": 4379, + "n_pred": 5140, + "n_ref": 4697 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.45839732586502846, + "FN": 5594, + "FP": 401, + "IoU": 0.29735114861697143, + "TN": 867628, + "TP": 2537, + "n_pred": 2938, + "n_ref": 8131 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9409632125602099, + "FN": 3610, + "FP": 4467, + "IoU": 0.8885085237076403, + "TN": 803715, + "TP": 64368, + "n_pred": 68835, + "n_ref": 67978 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7438102684388845, + "FN": 345, + "FP": 1621, + "IoU": 0.5921161825726141, + "TN": 871340, + "TP": 2854, + "n_pred": 4475, + "n_ref": 3199 + }, + "6": { + "Dice": 0.9519121544869368, + "FN": 126, + "FP": 1, + "IoU": 0.9082369942196532, + "TN": 874776, + "TP": 1257, + "n_pred": 1258, + "n_ref": 1383 + }, + "7": { + "Dice": 0.6228239845261122, + "FN": 52, + "FP": 338, + "IoU": 0.45224719101123595, + "TN": 875448, + "TP": 322, + "n_pred": 660, + "n_ref": 374 + }, + "8": { + "Dice": 0.922389190554363, + "FN": 1998, + "FP": 1075, + "IoU": 0.8559576263241774, + "TN": 854826, + "TP": 18261, + "n_pred": 19336, + "n_ref": 20259 + }, + "9": { + "Dice": 0.9265045510120907, + "FN": 414, + "FP": 127, + "IoU": 0.8630726398380157, + "TN": 872209, + "TP": 3410, + "n_pred": 3537, + "n_ref": 3824 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8637287232270744, + "FN": 7755, + "FP": 427, + "IoU": 0.7601430581613509, + "TN": 1017280, + "TP": 25930, + "n_pred": 26357, + "n_ref": 33685 + }, + "10": { + "Dice": 0.7460957464932705, + "FN": 7967, + "FP": 975, + "IoU": 0.595018115942029, + "TN": 1029312, + "TP": 13138, + "n_pred": 14113, + "n_ref": 21105 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.42513550135501355, + "FN": 1381, + "FP": 2013, + "IoU": 0.2699505269950527, + "TN": 1046743, + "TP": 1255, + "n_pred": 3268, + "n_ref": 2636 + }, + "13": { + "Dice": 0.0, + "FN": 34, + "FP": 0, + "IoU": 0.0, + "TN": 1051358, + "TP": 0, + "n_pred": 0, + "n_ref": 34 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9217180804082568, + "FN": 872, + "FP": 1521, + "IoU": 0.8548024998483101, + "TN": 1034911, + "TP": 14088, + "n_pred": 15609, + "n_ref": 14960 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 830, + "IoU": 0.0, + "TN": 1050562, + "TP": 0, + "n_pred": 830, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8097807811173918, + "FN": 21813, + "FP": 1945, + "IoU": 0.6803627166074696, + "TN": 977064, + "TP": 50570, + "n_pred": 52515, + "n_ref": 72383 + }, + "7": { + "Dice": 0.7736004714201532, + "FN": 1076, + "FP": 4687, + "IoU": 0.6307899288871804, + "TN": 1035783, + "TP": 9846, + "n_pred": 14533, + "n_ref": 10922 + }, + "8": { + "Dice": 0.9523610879359252, + "FN": 522, + "FP": 620, + "IoU": 0.9090547105200286, + "TN": 1038835, + "TP": 11415, + "n_pred": 12035, + "n_ref": 11937 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1030, + "IoU": 0.0, + "TN": 699898, + "TP": 0, + "n_pred": 1030, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 700913, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7601794099095942, + "FN": 13684, + "FP": 4, + "IoU": 0.6131366231417105, + "TN": 840778, + "TP": 21694, + "n_pred": 21698, + "n_ref": 35378 + }, + "10": { + "Dice": 0.8992149055257128, + "FN": 1275, + "FP": 1408, + "IoU": 0.8168850668850669, + "TN": 861508, + "TP": 11969, + "n_pred": 13377, + "n_ref": 13244 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.747599685652783, + "FN": 6744, + "FP": 643, + "IoU": 0.5969334861133846, + "TN": 857833, + "TP": 10940, + "n_pred": 11583, + "n_ref": 17684 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2120, + "IoU": 0.0, + "TN": 874040, + "TP": 0, + "n_pred": 2120, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9528623679776436, + "FN": 700, + "FP": 447, + "IoU": 0.9099686028257457, + "TN": 863420, + "TP": 11593, + "n_pred": 12040, + "n_ref": 12293 + }, + "3": { + "Dice": 0.0, + "FN": 188, + "FP": 0, + "IoU": 0.0, + "TN": 875972, + "TP": 0, + "n_pred": 0, + "n_ref": 188 + }, + "4": { + "Dice": 0.625, + "FN": 52, + "FP": 2, + "IoU": 0.45454545454545453, + "TN": 876061, + "TP": 45, + "n_pred": 47, + "n_ref": 97 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 11849, + "IoU": 0.0, + "TN": 864311, + "TP": 0, + "n_pred": 11849, + "n_ref": 0 + }, + "7": { + "Dice": 0.6619389431808355, + "FN": 3764, + "FP": 145, + "IoU": 0.49470010341261633, + "TN": 868424, + "TP": 3827, + "n_pred": 3972, + "n_ref": 7591 + }, + "8": { + "Dice": 0.5747126436781609, + "FN": 34, + "FP": 3, + "IoU": 0.4032258064516129, + "TN": 876098, + "TP": 25, + "n_pred": 28, + "n_ref": 59 + }, + "9": { + "Dice": 0.7799193186911699, + "FN": 367, + "FP": 2088, + "IoU": 0.639235855988244, + "TN": 869355, + "TP": 4350, + "n_pred": 6438, + "n_ref": 4717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9328214971209213, + "FN": 3162, + "FP": 1808, + "IoU": 0.8741007194244604, + "TN": 836684, + "TP": 34506, + "n_pred": 36314, + "n_ref": 37668 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7934917299714455, + "FN": 2725, + "FP": 8774, + "IoU": 0.6576761632580156, + "TN": 842569, + "TP": 22092, + "n_pred": 30866, + "n_ref": 24817 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 476, + "IoU": 0.0, + "TN": 875684, + "TP": 0, + "n_pred": 476, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9642611738131156, + "FN": 944, + "FP": 3581, + "IoU": 0.930988729430066, + "TN": 810591, + "TP": 61044, + "n_pred": 64625, + "n_ref": 61988 + }, + "3": { + "Dice": 0.8920386007237636, + "FN": 322, + "FP": 36, + "IoU": 0.8051170386499727, + "TN": 874323, + "TP": 1479, + "n_pred": 1515, + "n_ref": 1801 + }, + "4": { + "Dice": 0.891413671074688, + "FN": 8870, + "FP": 458, + "IoU": 0.8040994623655914, + "TN": 828544, + "TP": 38288, + "n_pred": 38746, + "n_ref": 47158 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9677827738245951, + "FN": 1184, + "FP": 7672, + "IoU": 0.9375766546838655, + "TN": 734290, + "TP": 133014, + "n_pred": 140686, + "n_ref": 134198 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1241, + "IoU": 0.0, + "TN": 874919, + "TP": 0, + "n_pred": 1241, + "n_ref": 0 + }, + "8": { + "Dice": 0.9533451795528741, + "FN": 856, + "FP": 273, + "IoU": 0.9108496525584333, + "TN": 863496, + "TP": 11535, + "n_pred": 11808, + "n_ref": 12391 + }, + "9": { + "Dice": 0.9237798205296563, + "FN": 2109, + "FP": 677, + "IoU": 0.8583557882963039, + "TN": 856491, + "TP": 16883, + "n_pred": 17560, + "n_ref": 18992 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9226867806749464, + "FN": 617, + "FP": 572, + "IoU": 0.8564703042008691, + "TN": 867876, + "TP": 7095, + "n_pred": 7667, + "n_ref": 7712 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.4876302083333333, + "FN": 512, + "FP": 1062, + "IoU": 0.3224278949634094, + "TN": 873837, + "TP": 749, + "n_pred": 1811, + "n_ref": 1261 + }, + "5": { + "Dice": 0.8116715036473449, + "FN": 1878, + "FP": 523, + "IoU": 0.683036303630363, + "TN": 868585, + "TP": 5174, + "n_pred": 5697, + "n_ref": 7052 + }, + "6": { + "Dice": 0.9811154571025391, + "FN": 579, + "FP": 3409, + "IoU": 0.9629309463391056, + "TN": 768577, + "TP": 103595, + "n_pred": 107004, + "n_ref": 104174 + }, + "7": { + "Dice": 0.8830749354005168, + "FN": 322, + "FP": 402, + "IoU": 0.7906304222093696, + "TN": 872702, + "TP": 2734, + "n_pred": 3136, + "n_ref": 3056 + }, + "8": { + "Dice": 0.9609452652974615, + "FN": 987, + "FP": 2510, + "IoU": 0.9248264150132204, + "TN": 829641, + "TP": 43022, + "n_pred": 45532, + "n_ref": 44009 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9751999131598943, + "FN": 1155, + "FP": 2272, + "IoU": 0.9516001468802079, + "TN": 980586, + "TP": 67379, + "n_pred": 69651, + "n_ref": 68534 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.21945027044927695, + "FN": 5265, + "FP": 1806, + "IoU": 0.12324860508369498, + "TN": 1043327, + "TP": 994, + "n_pred": 2800, + "n_ref": 6259 + }, + "14": { + "Dice": 0.6800770293465065, + "FN": 1961, + "FP": 28607, + "IoU": 0.515239937835009, + "TN": 988334, + "TP": 32490, + "n_pred": 61097, + "n_ref": 34451 + }, + "15": { + "Dice": 0.7215846836975953, + "FN": 3002, + "FP": 6654, + "IoU": 0.564436826198746, + "TN": 1029223, + "TP": 12513, + "n_pred": 19167, + "n_ref": 15515 + }, + "2": { + "Dice": 0.9740268501652837, + "FN": 1403, + "FP": 907, + "IoU": 0.9493687532877433, + "TN": 1005768, + "TP": 43314, + "n_pred": 44221, + "n_ref": 44717 + }, + "3": { + "Dice": 0.9705555918260756, + "FN": 1561, + "FP": 1145, + "IoU": 0.9427955352612887, + "TN": 1004088, + "TP": 44598, + "n_pred": 45743, + "n_ref": 46159 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9676539622219739, + "FN": 1253, + "FP": 1641, + "IoU": 0.9373348923823135, + "TN": 1005210, + "TP": 43288, + "n_pred": 44929, + "n_ref": 44541 + }, + "7": { + "Dice": 0.564024497677795, + "FN": 61749, + "FP": 112, + "IoU": 0.3927814205504731, + "TN": 949516, + "TP": 40015, + "n_pred": 40127, + "n_ref": 101764 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1658, + "IoU": 0.0, + "TN": 1049734, + "TP": 0, + "n_pred": 1658, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9075584923471108, + "FN": 270, + "FP": 1101, + "IoU": 0.8307616343661276, + "TN": 868059, + "TP": 6730, + "n_pred": 7831, + "n_ref": 7000 + }, + "10": { + "Dice": 0.8738357324301439, + "FN": 948, + "FP": 542, + "IoU": 0.7759398496240602, + "TN": 869510, + "TP": 5160, + "n_pred": 5702, + "n_ref": 6108 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8480080348175427, + "FN": 532, + "FP": 376, + "IoU": 0.7361232199941877, + "TN": 872719, + "TP": 2533, + "n_pred": 2909, + "n_ref": 3065 + }, + "13": { + "Dice": 0.6760089686098655, + "FN": 414, + "FP": 164, + "IoU": 0.5105842506350551, + "TN": 874979, + "TP": 603, + "n_pred": 767, + "n_ref": 1017 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.973366900755267, + "FN": 525, + "FP": 480, + "IoU": 0.9481156427465153, + "TN": 856790, + "TP": 18365, + "n_pred": 18845, + "n_ref": 18890 + }, + "4": { + "Dice": 0.8436845778087927, + "FN": 291, + "FP": 157, + "IoU": 0.7296318648159325, + "TN": 874503, + "TP": 1209, + "n_pred": 1366, + "n_ref": 1500 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9728675329983187, + "FN": 4287, + "FP": 1555, + "IoU": 0.947168514532728, + "TN": 765582, + "TP": 104736, + "n_pred": 106291, + "n_ref": 109023 + }, + "7": { + "Dice": 0.9563599405832226, + "FN": 732, + "FP": 2059, + "IoU": 0.9163695202708777, + "TN": 842787, + "TP": 30582, + "n_pred": 32641, + "n_ref": 31314 + }, + "8": { + "Dice": 0.9605937715203917, + "FN": 326, + "FP": 189, + "IoU": 0.9241755005889282, + "TN": 869368, + "TP": 6277, + "n_pred": 6466, + "n_ref": 6603 + }, + "9": { + "Dice": 0.8677658619549299, + "FN": 316, + "FP": 2483, + "IoU": 0.7664190937160978, + "TN": 864177, + "TP": 9184, + "n_pred": 11667, + "n_ref": 9500 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8929477422628107, + "FN": 174, + "FP": 37, + "IoU": 0.8065994500458296, + "TN": 1050301, + "TP": 880, + "n_pred": 917, + "n_ref": 1054 + }, + "10": { + "Dice": 0.8343571277271764, + "FN": 1133, + "FP": 431, + "IoU": 0.7157913865164456, + "TN": 1045889, + "TP": 3939, + "n_pred": 4370, + "n_ref": 5072 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5015806111696522, + "FN": 10, + "FP": 463, + "IoU": 0.33473980309423346, + "TN": 1050681, + "TP": 238, + "n_pred": 701, + "n_ref": 248 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 1051380, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "14": { + "Dice": 0.8368978282911647, + "FN": 1033, + "FP": 5884, + "IoU": 0.7195393909905526, + "TN": 1026729, + "TP": 17746, + "n_pred": 23630, + "n_ref": 18779 + }, + "15": { + "Dice": 0.8685544813474153, + "FN": 18429, + "FP": 1870, + "IoU": 0.7676502907376036, + "TN": 964028, + "TP": 67065, + "n_pred": 68935, + "n_ref": 85494 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9480262472659098, + "FN": 4241, + "FP": 4741, + "IoU": 0.9011881188118812, + "TN": 960492, + "TP": 81918, + "n_pred": 86659, + "n_ref": 86159 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.27450980392156865, + "FN": 740, + "FP": 0, + "IoU": 0.1590909090909091, + "TN": 1050512, + "TP": 140, + "n_pred": 140, + "n_ref": 880 + }, + "7": { + "Dice": 0.6705882352941176, + "FN": 2855, + "FP": 1, + "IoU": 0.504424778761062, + "TN": 1045629, + "TP": 2907, + "n_pred": 2908, + "n_ref": 5762 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9547435467650017, + "FN": 90, + "FP": 45, + "IoU": 0.9134060295060936, + "TN": 874601, + "TP": 1424, + "n_pred": 1469, + "n_ref": 1514 + }, + "10": { + "Dice": 0.8982819211245607, + "FN": 2947, + "FP": 1221, + "IoU": 0.8153464469253943, + "TN": 853588, + "TP": 18404, + "n_pred": 19625, + "n_ref": 21351 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8100084817642069, + "FN": 675, + "FP": 221, + "IoU": 0.6806842480399145, + "TN": 873354, + "TP": 1910, + "n_pred": 2131, + "n_ref": 2585 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9605826024281342, + "FN": 2099, + "FP": 2112, + "IoU": 0.924154824300715, + "TN": 820639, + "TP": 51310, + "n_pred": 53422, + "n_ref": 53409 + }, + "15": { + "Dice": 0.0, + "FN": 13508, + "FP": 1170, + "IoU": 0.0, + "TN": 861482, + "TP": 0, + "n_pred": 1170, + "n_ref": 13508 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9349112426035503, + "FN": 109, + "FP": 45, + "IoU": 0.8777777777777778, + "TN": 874900, + "TP": 1106, + "n_pred": 1151, + "n_ref": 1215 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0034542314335060447, + "FN": 577, + "FP": 0, + "IoU": 0.0017301038062283738, + "TN": 875582, + "TP": 1, + "n_pred": 1, + "n_ref": 578 + }, + "6": { + "Dice": 0.9640051791109193, + "FN": 164, + "FP": 253, + "IoU": 0.9305115814030995, + "TN": 870159, + "TP": 5584, + "n_pred": 5837, + "n_ref": 5748 + }, + "7": { + "Dice": 0.9499802032466675, + "FN": 436, + "FP": 2217, + "IoU": 0.9047259929612871, + "TN": 848314, + "TP": 25193, + "n_pred": 27410, + "n_ref": 25629 + }, + "8": { + "Dice": 0.9699455026169536, + "FN": 321, + "FP": 236, + "IoU": 0.9416448402304871, + "TN": 866615, + "TP": 8988, + "n_pred": 9224, + "n_ref": 9309 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9650204114304011, + "FN": 1771, + "FP": 1725, + "IoU": 0.9324052590873937, + "TN": 824440, + "TP": 48224, + "n_pred": 49949, + "n_ref": 49995 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1068, + "IoU": 0.0, + "TN": 875092, + "TP": 0, + "n_pred": 1068, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6047497879558948, + "FN": 61, + "FP": 2735, + "IoU": 0.43343465045592705, + "TN": 871225, + "TP": 2139, + "n_pred": 4874, + "n_ref": 2200 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9581047871817556, + "FN": 258, + "FP": 1873, + "IoU": 0.9195788361385765, + "TN": 849662, + "TP": 24367, + "n_pred": 26240, + "n_ref": 24625 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7816164817749603, + "FN": 64, + "FP": 625, + "IoU": 0.641519250780437, + "TN": 1049470, + "TP": 1233, + "n_pred": 1858, + "n_ref": 1297 + }, + "11": { + "Dice": 0.7919350322038644, + "FN": 775, + "FP": 711, + "IoU": 0.6555401019935095, + "TN": 1047078, + "TP": 2828, + "n_pred": 3539, + "n_ref": 3603 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9318343532090508, + "FN": 208, + "FP": 271, + "IoU": 0.8723687716493472, + "TN": 1047639, + "TP": 3274, + "n_pred": 3545, + "n_ref": 3482 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9674295774647887, + "FN": 241, + "FP": 277, + "IoU": 0.9369138959931799, + "TN": 1043181, + "TP": 7693, + "n_pred": 7970, + "n_ref": 7934 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.945200192957067, + "FN": 7491, + "FP": 3869, + "IoU": 0.8960943931217416, + "TN": 942062, + "TP": 97970, + "n_pred": 101839, + "n_ref": 105461 + }, + "7": { + "Dice": 0.9103950403690888, + "FN": 1059, + "FP": 1427, + "IoU": 0.8355276215679789, + "TN": 1036277, + "TP": 12629, + "n_pred": 14056, + "n_ref": 13688 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.941242819843342, + "FN": 1032, + "FP": 1781, + "IoU": 0.88900726010101, + "TN": 1026048, + "TP": 22531, + "n_pred": 24312, + "n_ref": 23563 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9797969898494925, + "FN": 827, + "FP": 616, + "IoU": 0.960394137344239, + "TN": 1190190, + "TP": 34991, + "n_pred": 35607, + "n_ref": 35818 + }, + "10": { + "Dice": 0.5510288374887353, + "FN": 23374, + "FP": 540, + "IoU": 0.38028971986835625, + "TN": 1188035, + "TP": 14675, + "n_pred": 15215, + "n_ref": 38049 + }, + "11": { + "Dice": 0.7989389920424403, + "FN": 745, + "FP": 771, + "IoU": 0.6651943462897526, + "TN": 1222096, + "TP": 3012, + "n_pred": 3783, + "n_ref": 3757 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8909483957963229, + "FN": 2806, + "FP": 2289, + "IoU": 0.8033425968812722, + "TN": 1200716, + "TP": 20813, + "n_pred": 23102, + "n_ref": 23619 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9816492903309624, + "FN": 816, + "FP": 314, + "IoU": 0.9639599413153027, + "TN": 1195270, + "TP": 30224, + "n_pred": 30538, + "n_ref": 31040 + }, + "3": { + "Dice": 0.9739779727459399, + "FN": 494, + "FP": 203, + "IoU": 0.9492758896732406, + "TN": 1212883, + "TP": 13044, + "n_pred": 13247, + "n_ref": 13538 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9758425672390408, + "FN": 879, + "FP": 1009, + "IoU": 0.9528247669973264, + "TN": 1186603, + "TP": 38133, + "n_pred": 39142, + "n_ref": 39012 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.856759476685676, + "FN": 407, + "FP": 20, + "IoU": 0.7494131455399061, + "TN": 1224920, + "TP": 1277, + "n_pred": 1297, + "n_ref": 1684 + }, + "9": { + "Dice": 0.973287819679237, + "FN": 1469, + "FP": 503, + "IoU": 0.9479655918518127, + "TN": 1188726, + "TP": 35926, + "n_pred": 36429, + "n_ref": 37395 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9250389772372934, + "FN": 2478, + "FP": 2330, + "IoU": 0.8605325752741196, + "TN": 841686, + "TP": 29666, + "n_pred": 31996, + "n_ref": 32144 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7158818367943843, + "FN": 5650, + "FP": 4064, + "IoU": 0.5574890670553936, + "TN": 854208, + "TP": 12238, + "n_pred": 16302, + "n_ref": 17888 + }, + "14": { + "Dice": 0.9782652157769971, + "FN": 704, + "FP": 1579, + "IoU": 0.9574551350142562, + "TN": 822499, + "TP": 51378, + "n_pred": 52957, + "n_ref": 52082 + }, + "15": { + "Dice": 0.6820809248554913, + "FN": 297, + "FP": 33, + "IoU": 0.5175438596491229, + "TN": 875476, + "TP": 354, + "n_pred": 387, + "n_ref": 651 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 12, + "FP": 0, + "IoU": 0.0, + "TN": 876148, + "TP": 0, + "n_pred": 0, + "n_ref": 12 + }, + "5": { + "Dice": 0.8476760239300506, + "FN": 466, + "FP": 858, + "IoU": 0.7356230031948882, + "TN": 871152, + "TP": 3684, + "n_pred": 4542, + "n_ref": 4150 + }, + "6": { + "Dice": 0.9657806327354702, + "FN": 1227, + "FP": 1900, + "IoU": 0.9338257078765819, + "TN": 828906, + "TP": 44127, + "n_pred": 46027, + "n_ref": 45354 + }, + "7": { + "Dice": 0.9333235799714714, + "FN": 2147, + "FP": 1499, + "IoU": 0.8749828555753669, + "TN": 846996, + "TP": 25518, + "n_pred": 27017, + "n_ref": 27665 + }, + "8": { + "Dice": 0.970671404619504, + "FN": 1202, + "FP": 1142, + "IoU": 0.9430141249118712, + "TN": 835027, + "TP": 38789, + "n_pred": 39931, + "n_ref": 39991 + }, + "9": { + "Dice": 0.9528275140121694, + "FN": 828, + "FP": 1335, + "IoU": 0.9099050316561146, + "TN": 852152, + "TP": 21845, + "n_pred": 23180, + "n_ref": 22673 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.971670288730208, + "FN": 1565, + "FP": 625, + "IoU": 0.944901502000151, + "TN": 1011645, + "TP": 37557, + "n_pred": 38182, + "n_ref": 39122 + }, + "10": { + "Dice": 0.8861035422343324, + "FN": 1481, + "FP": 400, + "IoU": 0.7954990215264188, + "TN": 1042194, + "TP": 7317, + "n_pred": 7717, + "n_ref": 8798 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.36538461538461536, + "FN": 7, + "FP": 125, + "IoU": 0.2235294117647059, + "TN": 1051222, + "TP": 38, + "n_pred": 163, + "n_ref": 45 + }, + "13": { + "Dice": 0.8176063420694551, + "FN": 2238, + "FP": 845, + "IoU": 0.691484038827179, + "TN": 1041399, + "TP": 6910, + "n_pred": 7755, + "n_ref": 9148 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9536351540377332, + "FN": 2689, + "FP": 2747, + "IoU": 0.9113791979132703, + "TN": 990052, + "TP": 55904, + "n_pred": 58651, + "n_ref": 58593 + }, + "3": { + "Dice": 0.8617971623751971, + "FN": 125, + "FP": 401, + "IoU": 0.7571560480147738, + "TN": 1049226, + "TP": 1640, + "n_pred": 2041, + "n_ref": 1765 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8952686223956519, + "FN": 685, + "FP": 818, + "IoU": 0.8103948530339347, + "TN": 1043465, + "TP": 6424, + "n_pred": 7242, + "n_ref": 7109 + }, + "6": { + "Dice": 0.9471759687026953, + "FN": 984, + "FP": 1703, + "IoU": 0.8996526870075064, + "TN": 1024615, + "TP": 24090, + "n_pred": 25793, + "n_ref": 25074 + }, + "7": { + "Dice": 0.9670356053876258, + "FN": 1346, + "FP": 2773, + "IoU": 0.9361751580513202, + "TN": 986856, + "TP": 60417, + "n_pred": 63190, + "n_ref": 61763 + }, + "8": { + "Dice": 0.9495853894287023, + "FN": 2005, + "FP": 968, + "IoU": 0.904010073614878, + "TN": 1020420, + "TP": 27999, + "n_pred": 28967, + "n_ref": 30004 + }, + "9": { + "Dice": 0.875823393270429, + "FN": 4902, + "FP": 678, + "IoU": 0.7790798954786602, + "TN": 1026134, + "TP": 19678, + "n_pred": 20356, + "n_ref": 24580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0390.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.7166680635060398, + "FN": 1017.2688888888889, + "FP": 1065.6888888888889, + "IoU": 0.6399503666313581, + "TN": 905326.1155555554, + "TP": 9638.393333333333, + "n_pred": 10704.082222222223, + "n_ref": 10655.662222222223 + }, + "mean": { + "1": { + "Dice": 0.7774049973868913, + "FN": 205.66666666666666, + "FP": 1108.1666666666667, + "IoU": 0.7226197795061208, + "TN": 909922.2333333333, + "TP": 5811.4, + "n_pred": 6919.566666666667, + "n_ref": 6017.066666666667 + }, + "10": { + "Dice": 0.7360550016805016, + "FN": 1723.7, + "FP": 1111.6666666666667, + "IoU": 0.6326413364203456, + "TN": 908681.6, + "TP": 5530.5, + "n_pred": 6642.166666666667, + "n_ref": 7254.2 + }, + "11": { + "Dice": 0.7771151854309037, + "FN": 189.66666666666666, + "FP": 134.3, + "IoU": 0.640608935219948, + "TN": 916120.1, + "TP": 603.4, + "n_pred": 737.7, + "n_ref": 793.0666666666667 + }, + "12": { + "Dice": 0.43276487437256317, + "FN": 475.53333333333336, + "FP": 166.86666666666667, + "IoU": 0.34434282509373254, + "TN": 915766.8666666667, + "TP": 638.2, + "n_pred": 805.0666666666667, + "n_ref": 1113.7333333333333 + }, + "13": { + "Dice": 0.6507376067058523, + "FN": 1202.9333333333334, + "FP": 1222.1, + "IoU": 0.5554951656336709, + "TN": 909600.6333333333, + "TP": 5021.8, + "n_pred": 6243.9, + "n_ref": 6224.733333333334 + }, + "14": { + "Dice": 0.600637818165262, + "FN": 3443.6, + "FP": 3910.633333333333, + "IoU": 0.5569601779190132, + "TN": 899184.0666666667, + "TP": 10509.166666666666, + "n_pred": 14419.8, + "n_ref": 13952.766666666666 + }, + "15": { + "Dice": 0.5239293640512362, + "FN": 973.3333333333334, + "FP": 1702.1666666666667, + "IoU": 0.4146874025914471, + "TN": 911342.5, + "TP": 3029.4666666666667, + "n_pred": 4731.633333333333, + "n_ref": 4002.8 + }, + "2": { + "Dice": 0.814129087846124, + "FN": 602.7666666666667, + "FP": 367.93333333333334, + "IoU": 0.7703536704431259, + "TN": 907120.2666666667, + "TP": 8956.5, + "n_pred": 9324.433333333332, + "n_ref": 9559.266666666666 + }, + "3": { + "Dice": 0.795958689887971, + "FN": 530.5333333333333, + "FP": 676.7333333333333, + "IoU": 0.749600951229455, + "TN": 907416.0666666667, + "TP": 8424.133333333333, + "n_pred": 9100.866666666667, + "n_ref": 8954.666666666666 + }, + "4": { + "Dice": 0.6755596811671162, + "FN": 144.63333333333333, + "FP": 218.66666666666666, + "IoU": 0.6043894777383806, + "TN": 914482.6666666666, + "TP": 2201.5, + "n_pred": 2420.1666666666665, + "n_ref": 2346.133333333333 + }, + "5": { + "Dice": 0.55616144662971, + "FN": 380.9, + "FP": 171.6, + "IoU": 0.4387349220351557, + "TN": 915712.0666666667, + "TP": 782.9, + "n_pred": 954.5, + "n_ref": 1163.8 + }, + "6": { + "Dice": 0.9166098744920835, + "FN": 1652.9333333333334, + "FP": 1992.8666666666666, + "IoU": 0.8811385304318985, + "TN": 853414.6333333333, + "TP": 59987.03333333333, + "n_pred": 61979.9, + "n_ref": 61639.96666666667 + }, + "7": { + "Dice": 0.7442869860376832, + "FN": 2659.233333333333, + "FP": 2127.3333333333335, + "IoU": 0.6721773043262428, + "TN": 894662.2, + "TP": 17598.7, + "n_pred": 19726.033333333333, + "n_ref": 20257.933333333334 + }, + "8": { + "Dice": 0.9181686012219404, + "FN": 394.1666666666667, + "FP": 436.43333333333334, + "IoU": 0.8627902241509715, + "TN": 908426.3666666667, + "TP": 7790.5, + "n_pred": 8226.933333333332, + "n_ref": 8184.666666666667 + }, + "9": { + "Dice": 0.8305017375147593, + "FN": 679.4333333333333, + "FP": 637.8666666666667, + "IoU": 0.7527147967308639, + "TN": 908039.4666666667, + "TP": 7690.7, + "n_pred": 8328.566666666668, + "n_ref": 8370.133333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8103448275862069, + "FN": 2252, + "FP": 1774, + "IoU": 0.6811594202898551, + "TN": 863533, + "TP": 8601, + "n_pred": 10375, + "n_ref": 10853 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7727352682497801, + "FN": 1747, + "FP": 837, + "IoU": 0.6296402465242941, + "TN": 869183, + "TP": 4393, + "n_pred": 5230, + "n_ref": 6140 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1498, + "IoU": 0.0, + "TN": 874662, + "TP": 0, + "n_pred": 1498, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9580500320718409, + "FN": 612, + "FP": 696, + "IoU": 0.9194779610933268, + "TN": 859916, + "TP": 14936, + "n_pred": 15632, + "n_ref": 15548 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8450346937252854, + "FN": 7837, + "FP": 471, + "IoU": 0.7316537467700258, + "TN": 845200, + "TP": 22652, + "n_pred": 23123, + "n_ref": 30489 + }, + "8": { + "Dice": 0.9557060046904731, + "FN": 303, + "FP": 698, + "IoU": 0.9151694915254237, + "TN": 864360, + "TP": 10799, + "n_pred": 11497, + "n_ref": 11102 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8062823008255587, + "FN": 8765, + "FP": 5666, + "IoU": 0.6754380046330657, + "TN": 656465, + "TP": 30032, + "n_pred": 35698, + "n_ref": 38797 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.748724292562239, + "FN": 1462, + "FP": 163, + "IoU": 0.5983687592684133, + "TN": 696882, + "TP": 2421, + "n_pred": 2584, + "n_ref": 3883 + }, + "13": { + "Dice": 0.739030203571289, + "FN": 1485, + "FP": 5194, + "IoU": 0.5860808130887457, + "TN": 684792, + "TP": 9457, + "n_pred": 14651, + "n_ref": 10942 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9709587828047014, + "FN": 1967, + "FP": 919, + "IoU": 0.9435567463965109, + "TN": 649797, + "TP": 48245, + "n_pred": 49164, + "n_ref": 50212 + }, + "3": { + "Dice": 0.9625290151431414, + "FN": 328, + "FP": 350, + "IoU": 0.9277647560196036, + "TN": 691542, + "TP": 8708, + "n_pred": 9058, + "n_ref": 9036 + }, + "4": { + "Dice": 0.0, + "FN": 149, + "FP": 0, + "IoU": 0.0, + "TN": 700779, + "TP": 0, + "n_pred": 0, + "n_ref": 149 + }, + "5": { + "Dice": 0.0, + "FN": 3, + "FP": 0, + "IoU": 0.0, + "TN": 700925, + "TP": 0, + "n_pred": 0, + "n_ref": 3 + }, + "6": { + "Dice": 0.9601452873824151, + "FN": 2274, + "FP": 535, + "IoU": 0.92334561331696, + "TN": 664283, + "TP": 33836, + "n_pred": 34371, + "n_ref": 36110 + }, + "7": { + "Dice": 0.9355230433929547, + "FN": 7425, + "FP": 4734, + "IoU": 0.8788570176050374, + "TN": 600559, + "TP": 88210, + "n_pred": 92944, + "n_ref": 95635 + }, + "8": { + "Dice": 0.9022848808945065, + "FN": 2358, + "FP": 456, + "IoU": 0.8219663418954827, + "TN": 685122, + "TP": 12992, + "n_pred": 13448, + "n_ref": 15350 + }, + "9": { + "Dice": 0.8873271757214158, + "FN": 2088, + "FP": 1840, + "IoU": 0.7974735756638309, + "TN": 681533, + "TP": 15467, + "n_pred": 17307, + "n_ref": 17555 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.952366341949835, + "FN": 663, + "FP": 579, + "IoU": 0.9090642846683262, + "TN": 687270, + "TP": 12416, + "n_pred": 12995, + "n_ref": 13079 + }, + "10": { + "Dice": 0.9073955571807295, + "FN": 954, + "FP": 59, + "IoU": 0.8304886211512718, + "TN": 694952, + "TP": 4963, + "n_pred": 5022, + "n_ref": 5917 + }, + "11": { + "Dice": 0.7454829355342405, + "FN": 1555, + "FP": 727, + "IoU": 0.5942389758179232, + "TN": 695304, + "TP": 3342, + "n_pred": 4069, + "n_ref": 4897 + }, + "12": { + "Dice": 0.8518078020932446, + "FN": 944, + "FP": 302, + "IoU": 0.7418686554795939, + "TN": 696101, + "TP": 3581, + "n_pred": 3883, + "n_ref": 4525 + }, + "13": { + "Dice": 0.9342289392667227, + "FN": 670, + "FP": 35, + "IoU": 0.8765756302521008, + "TN": 695216, + "TP": 5007, + "n_pred": 5042, + "n_ref": 5677 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9673852664991404, + "FN": 1026, + "FP": 207, + "IoU": 0.9368307802653825, + "TN": 681409, + "TP": 18286, + "n_pred": 18493, + "n_ref": 19312 + }, + "3": { + "Dice": 0.9537021924813667, + "FN": 714, + "FP": 988, + "IoU": 0.9115016638935108, + "TN": 681696, + "TP": 17530, + "n_pred": 18518, + "n_ref": 18244 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7502799552071668, + "FN": 24, + "FP": 645, + "IoU": 0.600358422939068, + "TN": 699254, + "TP": 1005, + "n_pred": 1650, + "n_ref": 1029 + }, + "6": { + "Dice": 0.9549771233034718, + "FN": 1699, + "FP": 643, + "IoU": 0.9138337012509198, + "TN": 673748, + "TP": 24838, + "n_pred": 25481, + "n_ref": 26537 + }, + "7": { + "Dice": 0.9375111190179684, + "FN": 1759, + "FP": 1051, + "IoU": 0.8823726401272552, + "TN": 677039, + "TP": 21079, + "n_pred": 22130, + "n_ref": 22838 + }, + "8": { + "Dice": 0.9549482670625898, + "FN": 625, + "FP": 346, + "IoU": 0.913780855975848, + "TN": 689666, + "TP": 10291, + "n_pred": 10637, + "n_ref": 10916 + }, + "9": { + "Dice": 0.9547370350009162, + "FN": 921, + "FP": 1549, + "IoU": 0.9133941093969145, + "TN": 672408, + "TP": 26050, + "n_pred": 27599, + "n_ref": 26971 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8549283909014321, + "FN": 443, + "FP": 4723, + "IoU": 0.7466156562683932, + "TN": 1031004, + "TP": 15222, + "n_pred": 19945, + "n_ref": 15665 + }, + "11": { + "Dice": 0.6256662566625666, + "FN": 432, + "FP": 481, + "IoU": 0.4552505966587112, + "TN": 1049716, + "TP": 763, + "n_pred": 1244, + "n_ref": 1195 + }, + "12": { + "Dice": 0.741324550052935, + "FN": 825, + "FP": 1374, + "IoU": 0.5889719626168224, + "TN": 1046042, + "TP": 3151, + "n_pred": 4525, + "n_ref": 3976 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9391036330807007, + "FN": 2584, + "FP": 2711, + "IoU": 0.8851982741799103, + "TN": 1005269, + "TP": 40828, + "n_pred": 43539, + "n_ref": 43412 + }, + "3": { + "Dice": 0.9363435078285623, + "FN": 875, + "FP": 735, + "IoU": 0.8803062969295963, + "TN": 1037941, + "TP": 11841, + "n_pred": 12576, + "n_ref": 12716 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9790207881195147, + "FN": 683, + "FP": 854, + "IoU": 0.958903743315508, + "TN": 1013992, + "TP": 35863, + "n_pred": 36717, + "n_ref": 36546 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9002811066725847, + "FN": 530, + "FP": 2166, + "IoU": 0.8186465760796449, + "TN": 1036526, + "TP": 12170, + "n_pred": 14336, + "n_ref": 12700 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 23504, + "IoU": 0.0, + "TN": 1203120, + "TP": 0, + "n_pred": 23504, + "n_ref": 0 + }, + "10": { + "Dice": 0.3331336129418814, + "FN": 1962, + "FP": 8055, + "IoU": 0.19985621854780733, + "TN": 1214105, + "TP": 2502, + "n_pred": 10557, + "n_ref": 4464 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2003, + "FP": 0, + "IoU": 0.0, + "TN": 1224621, + "TP": 0, + "n_pred": 0, + "n_ref": 2003 + }, + "13": { + "Dice": 0.5941481735759142, + "FN": 19201, + "FP": 898, + "IoU": 0.4226250323173709, + "TN": 1191813, + "TP": 14712, + "n_pred": 15610, + "n_ref": 33913 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9144068114474326, + "FN": 1689, + "FP": 2875, + "IoU": 0.8423107487129876, + "TN": 1197681, + "TP": 24379, + "n_pred": 27254, + "n_ref": 26068 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9516416672426903, + "FN": 1220, + "FP": 5776, + "IoU": 0.9077446494270305, + "TN": 1150791, + "TP": 68837, + "n_pred": 74613, + "n_ref": 70057 + }, + "7": { + "Dice": 0.6697261435626278, + "FN": 18995, + "FP": 868, + "IoU": 0.5034498275086245, + "TN": 1186622, + "TP": 20139, + "n_pred": 21007, + "n_ref": 39134 + }, + "8": { + "Dice": 0.8258333333333333, + "FN": 285, + "FP": 133, + "IoU": 0.7033356990773598, + "TN": 1225215, + "TP": 991, + "n_pred": 1124, + "n_ref": 1276 + }, + "9": { + "Dice": 0.7668299510146956, + "FN": 988, + "FP": 2344, + "IoU": 0.6218363409374645, + "TN": 1217813, + "TP": 5479, + "n_pred": 7823, + "n_ref": 6467 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9191864061419787, + "FN": 1002, + "FP": 3440, + "IoU": 0.8504578507945058, + "TN": 1021688, + "TP": 25262, + "n_pred": 28702, + "n_ref": 26264 + }, + "10": { + "Dice": 0.2293790546802595, + "FN": 2650, + "FP": 676, + "IoU": 0.12954723894268516, + "TN": 1047571, + "TP": 495, + "n_pred": 1171, + "n_ref": 3145 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.19180633147113593, + "FN": 631, + "FP": 237, + "IoU": 0.10607621009268794, + "TN": 1050421, + "TP": 103, + "n_pred": 340, + "n_ref": 734 + }, + "13": { + "Dice": 0.4866672103074289, + "FN": 2754, + "FP": 3541, + "IoU": 0.32158637784243993, + "TN": 1042113, + "TP": 2984, + "n_pred": 6525, + "n_ref": 5738 + }, + "14": { + "Dice": 0.27360308285163776, + "FN": 377, + "FP": 0, + "IoU": 0.15848214285714285, + "TN": 1050944, + "TP": 71, + "n_pred": 71, + "n_ref": 448 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.812805208898535, + "FN": 1310, + "FP": 70, + "IoU": 0.6846435100548446, + "TN": 1047016, + "TP": 2996, + "n_pred": 3066, + "n_ref": 4306 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.41760491299897645, + "FN": 30, + "FP": 539, + "IoU": 0.26390685640362227, + "TN": 1050619, + "TP": 204, + "n_pred": 743, + "n_ref": 234 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9723211012631774, + "FN": 3777, + "FP": 4302, + "IoU": 0.9461331768690701, + "TN": 901411, + "TP": 141902, + "n_pred": 146204, + "n_ref": 145679 + }, + "7": { + "Dice": 0.8132957439068752, + "FN": 298, + "FP": 3808, + "IoU": 0.6853398727871868, + "TN": 1038343, + "TP": 8943, + "n_pred": 12751, + "n_ref": 9241 + }, + "8": { + "Dice": 0.9157904531497162, + "FN": 490, + "FP": 2225, + "IoU": 0.8446618606247854, + "TN": 1033914, + "TP": 14763, + "n_pred": 16988, + "n_ref": 15253 + }, + "9": { + "Dice": 0.8926601254895355, + "FN": 2139, + "FP": 2959, + "IoU": 0.8061302099178582, + "TN": 1025096, + "TP": 21198, + "n_pred": 24157, + "n_ref": 23337 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1862, + "IoU": 0.0, + "TN": 699066, + "TP": 0, + "n_pred": 1862, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8463334890238207, + "FN": 721, + "FP": 266, + "IoU": 0.7336032388663968, + "TN": 697223, + "TP": 2718, + "n_pred": 2984, + "n_ref": 3439 + }, + "7": { + "Dice": 0.9508200399362814, + "FN": 2790, + "FP": 1594, + "IoU": 0.9062506682633706, + "TN": 654165, + "TP": 42379, + "n_pred": 43973, + "n_ref": 45169 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8463016330451489, + "FN": 900, + "FP": 700, + "IoU": 0.7335553705245629, + "TN": 1220619, + "TP": 4405, + "n_pred": 5105, + "n_ref": 5305 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 1226621, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "13": { + "Dice": 0.8441851505311244, + "FN": 786, + "FP": 2045, + "IoU": 0.7303809523809524, + "TN": 1216124, + "TP": 7669, + "n_pred": 9714, + "n_ref": 8455 + }, + "14": { + "Dice": 0.8883630888363089, + "FN": 923, + "FP": 7900, + "IoU": 0.7991486068111455, + "TN": 1182696, + "TP": 35105, + "n_pred": 43005, + "n_ref": 36028 + }, + "15": { + "Dice": 0.6898365715087326, + "FN": 4224, + "FP": 4620, + "IoU": 0.5265271160126345, + "TN": 1207945, + "TP": 9835, + "n_pred": 14455, + "n_ref": 14059 + }, + "2": { + "Dice": 0.942421810050741, + "FN": 5229, + "FP": 2805, + "IoU": 0.8911131290405649, + "TN": 1152841, + "TP": 65749, + "n_pred": 68554, + "n_ref": 70978 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9284895713958286, + "FN": 323, + "FP": 301, + "IoU": 0.866524064171123, + "TN": 1221949, + "TP": 4051, + "n_pred": 4352, + "n_ref": 4374 + }, + "5": { + "Dice": 0.7200476261348415, + "FN": 2132, + "FP": 1630, + "IoU": 0.5625581395348838, + "TN": 1218024, + "TP": 4838, + "n_pred": 6468, + "n_ref": 6970 + }, + "6": { + "Dice": 0.9719794760085432, + "FN": 6171, + "FP": 3708, + "IoU": 0.9454864502458324, + "TN": 1045403, + "TP": 171342, + "n_pred": 175050, + "n_ref": 177513 + }, + "7": { + "Dice": 0.8424977840266528, + "FN": 835, + "FP": 4318, + "IoU": 0.7278584631634539, + "TN": 1207689, + "TP": 13782, + "n_pred": 18100, + "n_ref": 14617 + }, + "8": { + "Dice": 0.5015479876160991, + "FN": 168, + "FP": 154, + "IoU": 0.3347107438016529, + "TN": 1226140, + "TP": 162, + "n_pred": 316, + "n_ref": 330 + }, + "9": { + "Dice": 0.7619047619047619, + "FN": 1, + "FP": 9, + "IoU": 0.6153846153846154, + "TN": 1226598, + "TP": 16, + "n_pred": 25, + "n_ref": 17 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.840422322775264, + "FN": 433, + "FP": 96, + "IoU": 0.7247658688865765, + "TN": 874238, + "TP": 1393, + "n_pred": 1489, + "n_ref": 1826 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8648648648648649, + "FN": 22, + "FP": 13, + "IoU": 0.7619047619047619, + "TN": 876013, + "TP": 112, + "n_pred": 125, + "n_ref": 134 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7493361656930431, + "FN": 243, + "FP": 701, + "IoU": 0.5991507430997877, + "TN": 873805, + "TP": 1411, + "n_pred": 2112, + "n_ref": 1654 + }, + "6": { + "Dice": 0.9599517308997662, + "FN": 294, + "FP": 237, + "IoU": 0.9229876722262509, + "TN": 869265, + "TP": 6364, + "n_pred": 6601, + "n_ref": 6658 + }, + "7": { + "Dice": 0.9318422913719944, + "FN": 1034, + "FP": 508, + "IoU": 0.8723826864189357, + "TN": 864077, + "TP": 10541, + "n_pred": 11049, + "n_ref": 11575 + }, + "8": { + "Dice": 0.9406078416209109, + "FN": 2449, + "FP": 623, + "IoU": 0.8878750273742609, + "TN": 848762, + "TP": 24326, + "n_pred": 24949, + "n_ref": 26775 + }, + "9": { + "Dice": 0.7442680776014109, + "FN": 123, + "FP": 22, + "IoU": 0.5926966292134831, + "TN": 875804, + "TP": 211, + "n_pred": 233, + "n_ref": 334 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 17110, + "FP": 0, + "IoU": 0.0, + "TN": 859050, + "TP": 0, + "n_pred": 0, + "n_ref": 17110 + }, + "15": { + "Dice": 0.1266450505435819, + "FN": 4179, + "FP": 9558, + "IoU": 0.06760333944206882, + "TN": 861427, + "TP": 996, + "n_pred": 10554, + "n_ref": 5175 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 775, + "IoU": 0.0, + "TN": 875385, + "TP": 0, + "n_pred": 775, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 162, + "IoU": 0.0, + "TN": 875998, + "TP": 0, + "n_pred": 162, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9797688818251051, + "FN": 341, + "FP": 270, + "IoU": 0.9603401272231598, + "TN": 860754, + "TP": 14795, + "n_pred": 15065, + "n_ref": 15136 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8478620363808174, + "FN": 1203, + "FP": 1373, + "IoU": 0.7359032191921263, + "TN": 866406, + "TP": 7178, + "n_pred": 8551, + "n_ref": 8381 + }, + "6": { + "Dice": 0.9802163230460006, + "FN": 1941, + "FP": 1002, + "IoU": 0.961200247854346, + "TN": 800309, + "TP": 72908, + "n_pred": 73910, + "n_ref": 74849 + }, + "7": { + "Dice": 0.28532329798152584, + "FN": 4102, + "FP": 76, + "IoU": 0.16640063846767758, + "TN": 871148, + "TP": 834, + "n_pred": 910, + "n_ref": 4936 + }, + "8": { + "Dice": 0.9703189352939174, + "FN": 956, + "FP": 788, + "IoU": 0.9423490132557601, + "TN": 845909, + "TP": 28507, + "n_pred": 29295, + "n_ref": 29463 + }, + "9": { + "Dice": 0.9350666404044383, + "FN": 2518, + "FP": 449, + "IoU": 0.8780517879161529, + "TN": 851830, + "TP": 21363, + "n_pred": 21812, + "n_ref": 23881 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8670264020042397, + "FN": 340, + "FP": 1040, + "IoU": 0.7652662017349889, + "TN": 695049, + "TP": 4499, + "n_pred": 5539, + "n_ref": 4839 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8162243365047571, + "FN": 2325, + "FP": 2813, + "IoU": 0.6895093062605753, + "TN": 684380, + "TP": 11410, + "n_pred": 14223, + "n_ref": 13735 + }, + "14": { + "Dice": 0.9797533923608422, + "FN": 602, + "FP": 1751, + "IoU": 0.9603103651851227, + "TN": 641643, + "TP": 56932, + "n_pred": 58683, + "n_ref": 57534 + }, + "15": { + "Dice": 0.1538189220284981, + "FN": 665, + "FP": 8896, + "IoU": 0.08331735378715245, + "TN": 690498, + "TP": 869, + "n_pred": 9765, + "n_ref": 1534 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9450769097071348, + "FN": 885, + "FP": 379, + "IoU": 0.895872806656232, + "TN": 688789, + "TP": 10875, + "n_pred": 11254, + "n_ref": 11760 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9905019663153347, + "FN": 1446, + "FP": 1544, + "IoU": 0.9811826603564596, + "TN": 542032, + "TP": 155906, + "n_pred": 157450, + "n_ref": 157352 + }, + "7": { + "Dice": 0.8808877458684574, + "FN": 2405, + "FP": 96, + "IoU": 0.787130819644225, + "TN": 689179, + "TP": 9248, + "n_pred": 9344, + "n_ref": 11653 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.793318883080454, + "FN": 560, + "FP": 1061, + "IoU": 0.6574387151310228, + "TN": 1046660, + "TP": 3111, + "n_pred": 4172, + "n_ref": 3671 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8320739490866408, + "FN": 1636, + "FP": 653, + "IoU": 0.7124371859296482, + "TN": 1043432, + "TP": 5671, + "n_pred": 6324, + "n_ref": 7307 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1051391, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9660714285714286, + "FN": 233, + "FP": 831, + "IoU": 0.9343696027633851, + "TN": 1035180, + "TP": 15148, + "n_pred": 15979, + "n_ref": 15381 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 1051371, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "6": { + "Dice": 0.9697342431881582, + "FN": 5228, + "FP": 9191, + "IoU": 0.9412466994816964, + "TN": 805976, + "TP": 230997, + "n_pred": 240188, + "n_ref": 236225 + }, + "7": { + "Dice": 0.9031291283001754, + "FN": 8373, + "FP": 1453, + "IoU": 0.8233686859608125, + "TN": 995762, + "TP": 45804, + "n_pred": 47257, + "n_ref": 54177 + }, + "8": { + "Dice": 0.9449788689877239, + "FN": 488, + "FP": 2246, + "IoU": 0.8956966274988555, + "TN": 1025180, + "TP": 23478, + "n_pred": 25724, + "n_ref": 23966 + }, + "9": { + "Dice": 0.9515064277559935, + "FN": 1342, + "FP": 612, + "IoU": 0.907498579814429, + "TN": 1030268, + "TP": 19170, + "n_pred": 19782, + "n_ref": 20512 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.818327049651735, + "FN": 729, + "FP": 2114, + "IoU": 0.6925156824572788, + "TN": 1042146, + "TP": 6403, + "n_pred": 8517, + "n_ref": 7132 + }, + "10": { + "Dice": 0.32681093689257484, + "FN": 10042, + "FP": 348, + "IoU": 0.19532218091697645, + "TN": 1038480, + "TP": 2522, + "n_pred": 2870, + "n_ref": 12564 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.02838317283324886, + "FN": 1917, + "FP": 0, + "IoU": 0.014395886889460155, + "TN": 1049447, + "TP": 28, + "n_pred": 28, + "n_ref": 1945 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 8149, + "IoU": 0.0, + "TN": 1043243, + "TP": 0, + "n_pred": 8149, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.910675965665236, + "FN": 621, + "FP": 45, + "IoU": 0.8360009849790692, + "TN": 1047331, + "TP": 3395, + "n_pred": 3440, + "n_ref": 4016 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9343577301523116, + "FN": 231, + "FP": 256, + "IoU": 0.8768024285352897, + "TN": 872207, + "TP": 3466, + "n_pred": 3722, + "n_ref": 3697 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5333333333333333, + "FN": 4, + "FP": 3, + "IoU": 0.36363636363636365, + "TN": 876149, + "TP": 4, + "n_pred": 7, + "n_ref": 8 + }, + "6": { + "Dice": 0.950124753318786, + "FN": 5585, + "FP": 152, + "IoU": 0.9049882415289324, + "TN": 815778, + "TP": 54645, + "n_pred": 54797, + "n_ref": 60230 + }, + "7": { + "Dice": 0.8040451049693031, + "FN": 862, + "FP": 25917, + "IoU": 0.672303870580893, + "TN": 794441, + "TP": 54940, + "n_pred": 80857, + "n_ref": 55802 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9608114338404795, + "FN": 453, + "FP": 227, + "IoU": 0.9245785270629991, + "TN": 867144, + "TP": 8336, + "n_pred": 8563, + "n_ref": 8789 + }, + "10": { + "Dice": 0.8081742948826212, + "FN": 2934, + "FP": 2745, + "IoU": 0.678097721346786, + "TN": 858518, + "TP": 11963, + "n_pred": 14708, + "n_ref": 14897 + }, + "11": { + "Dice": 0.8533333333333334, + "FN": 384, + "FP": 430, + "IoU": 0.7441860465116279, + "TN": 872978, + "TP": 2368, + "n_pred": 2798, + "n_ref": 2752 + }, + "12": { + "Dice": 0.0, + "FN": 88, + "FP": 0, + "IoU": 0.0, + "TN": 876072, + "TP": 0, + "n_pred": 0, + "n_ref": 88 + }, + "13": { + "Dice": 0.8822852568912902, + "FN": 869, + "FP": 3837, + "IoU": 0.7893653209202399, + "TN": 853818, + "TP": 17636, + "n_pred": 21473, + "n_ref": 18505 + }, + "14": { + "Dice": 0.9652552830479716, + "FN": 916, + "FP": 886, + "IoU": 0.9328438862594567, + "TN": 849327, + "TP": 25031, + "n_pred": 25917, + "n_ref": 25947 + }, + "15": { + "Dice": 0.9072364672364672, + "FN": 3976, + "FP": 908, + "IoU": 0.8302221295234122, + "TN": 847393, + "TP": 23883, + "n_pred": 24791, + "n_ref": 27859 + }, + "2": { + "Dice": 0.9662970421954238, + "FN": 1044, + "FP": 345, + "IoU": 0.9347917938124971, + "TN": 854859, + "TP": 19912, + "n_pred": 20257, + "n_ref": 20956 + }, + "3": { + "Dice": 0.9807611961084695, + "FN": 736, + "FP": 231, + "IoU": 0.9622486824126488, + "TN": 850545, + "TP": 24648, + "n_pred": 24879, + "n_ref": 25384 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9818049688876777, + "FN": 1152, + "FP": 851, + "IoU": 0.9642602241096282, + "TN": 820116, + "TP": 54041, + "n_pred": 54892, + "n_ref": 55193 + }, + "7": { + "Dice": 0.9754966183917, + "FN": 1256, + "FP": 128, + "IoU": 0.9521653475270453, + "TN": 847227, + "TP": 27549, + "n_pred": 27677, + "n_ref": 28805 + }, + "8": { + "Dice": 0.9741633542761893, + "FN": 481, + "FP": 325, + "IoU": 0.9496281482407349, + "TN": 860159, + "TP": 15195, + "n_pred": 15520, + "n_ref": 15676 + }, + "9": { + "Dice": 0.9631816386353714, + "FN": 887, + "FP": 884, + "IoU": 0.9289781841514276, + "TN": 851224, + "TP": 23165, + "n_pred": 24049, + "n_ref": 24052 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8894840207105874, + "FN": 465, + "FP": 773, + "IoU": 0.8009646302250804, + "TN": 869940, + "TP": 4982, + "n_pred": 5755, + "n_ref": 5447 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8562547966231773, + "FN": 1395, + "FP": 2351, + "IoU": 0.7486412131785547, + "TN": 861257, + "TP": 11157, + "n_pred": 13508, + "n_ref": 12552 + }, + "14": { + "Dice": 0.9614123289848163, + "FN": 1227, + "FP": 4115, + "IoU": 0.9256920294894978, + "TN": 804270, + "TP": 66548, + "n_pred": 70663, + "n_ref": 67775 + }, + "15": { + "Dice": 0.8483692542437535, + "FN": 658, + "FP": 137, + "IoU": 0.7366677707850282, + "TN": 873141, + "TP": 2224, + "n_pred": 2361, + "n_ref": 2882 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9535367396384999, + "FN": 1460, + "FP": 707, + "IoU": 0.9111994426914723, + "TN": 851757, + "TP": 22236, + "n_pred": 22943, + "n_ref": 23696 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9741248222183057, + "FN": 3605, + "FP": 2708, + "IoU": 0.949554919853611, + "TN": 751014, + "TP": 118833, + "n_pred": 121541, + "n_ref": 122438 + }, + "7": { + "Dice": 0.9428837027251823, + "FN": 3361, + "FP": 2476, + "IoU": 0.8919394253554502, + "TN": 822144, + "TP": 48179, + "n_pred": 50655, + "n_ref": 51540 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 876157, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 1051378, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "10": { + "Dice": 0.14927714894093916, + "FN": 7591, + "FP": 0, + "IoU": 0.08065883492793993, + "TN": 1043135, + "TP": 666, + "n_pred": 666, + "n_ref": 8257 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.1423570595099183, + "FN": 2911, + "FP": 1499, + "IoU": 0.07663316582914573, + "TN": 1046616, + "TP": 366, + "n_pred": 1865, + "n_ref": 3277 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.15617808766587205, + "FN": 61237, + "FP": 0, + "IoU": 0.08470345569771613, + "TN": 984488, + "TP": 5667, + "n_pred": 5667, + "n_ref": 66904 + }, + "15": { + "Dice": 0.49544439751402886, + "FN": 7532, + "FP": 9192, + "IoU": 0.3292961700421095, + "TN": 1026457, + "TP": 8211, + "n_pred": 17403, + "n_ref": 15743 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 994, + "IoU": 0.0, + "TN": 1050398, + "TP": 0, + "n_pred": 994, + "n_ref": 0 + }, + "3": { + "Dice": 0.5410967825973687, + "FN": 6883, + "FP": 163, + "IoU": 0.37089285714285714, + "TN": 1040192, + "TP": 4154, + "n_pred": 4317, + "n_ref": 11037 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6519957504932463, + "FN": 6311, + "FP": 568, + "IoU": 0.48367484800720556, + "TN": 1038069, + "TP": 6444, + "n_pred": 7012, + "n_ref": 12755 + }, + "6": { + "Dice": 0.816710361335917, + "FN": 3128, + "FP": 3304, + "IoU": 0.6902032559483672, + "TN": 1030630, + "TP": 14330, + "n_pred": 17634, + "n_ref": 17458 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1146, + "IoU": 0.0, + "TN": 1050246, + "TP": 0, + "n_pred": 1146, + "n_ref": 0 + }, + "8": { + "Dice": 0.9631425197339797, + "FN": 1118, + "FP": 68, + "IoU": 0.9289054070255365, + "TN": 1034710, + "TP": 15496, + "n_pred": 15564, + "n_ref": 16614 + }, + "9": { + "Dice": 0.7949215305942514, + "FN": 2194, + "FP": 1295, + "IoU": 0.6596429616622769, + "TN": 1041141, + "TP": 6762, + "n_pred": 8057, + "n_ref": 8956 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4444444444444444, + "FN": 56, + "FP": 74, + "IoU": 0.2857142857142857, + "TN": 875978, + "TP": 52, + "n_pred": 126, + "n_ref": 108 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.963347109777501, + "FN": 2477, + "FP": 760, + "IoU": 0.9292860887801468, + "TN": 830384, + "TP": 42539, + "n_pred": 43299, + "n_ref": 45016 + }, + "15": { + "Dice": 0.4702842377260982, + "FN": 341, + "FP": 69, + "IoU": 0.30743243243243246, + "TN": 875568, + "TP": 182, + "n_pred": 251, + "n_ref": 523 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9649612403100776, + "FN": 9, + "FP": 104, + "IoU": 0.9322947872977831, + "TN": 874491, + "TP": 1556, + "n_pred": 1660, + "n_ref": 1565 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.97684849284348, + "FN": 315, + "FP": 36, + "IoU": 0.9547447137699845, + "TN": 868404, + "TP": 7405, + "n_pred": 7441, + "n_ref": 7720 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3333333333333333, + "FN": 3, + "FP": 1, + "IoU": 0.2, + "TN": 876155, + "TP": 1, + "n_pred": 2, + "n_ref": 4 + }, + "14": { + "Dice": 0.9834704807208818, + "FN": 1105, + "FP": 966, + "IoU": 0.9674785257769193, + "TN": 812479, + "TP": 61610, + "n_pred": 62576, + "n_ref": 62715 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9524126455906822, + "FN": 220, + "FP": 209, + "IoU": 0.909148665819568, + "TN": 871438, + "TP": 4293, + "n_pred": 4502, + "n_ref": 4513 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9891313674455854, + "FN": 1038, + "FP": 1242, + "IoU": 0.9784964490846844, + "TN": 770131, + "TP": 103749, + "n_pred": 104991, + "n_ref": 104787 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8314606741573034, + "FN": 7, + "FP": 8, + "IoU": 0.7115384615384616, + "TN": 1226572, + "TP": 37, + "n_pred": 45, + "n_ref": 44 + }, + "10": { + "Dice": 0.8835894421585916, + "FN": 2378, + "FP": 1781, + "IoU": 0.7914556485985057, + "TN": 1206681, + "TP": 15784, + "n_pred": 17565, + "n_ref": 18162 + }, + "11": { + "Dice": 0.7747224594363792, + "FN": 1021, + "FP": 298, + "IoU": 0.6322832450515752, + "TN": 1223037, + "TP": 2268, + "n_pred": 2566, + "n_ref": 3289 + }, + "12": { + "Dice": 0.6789772727272727, + "FN": 852, + "FP": 52, + "IoU": 0.513978494623656, + "TN": 1224764, + "TP": 956, + "n_pred": 1008, + "n_ref": 1808 + }, + "13": { + "Dice": 0.8782845143226362, + "FN": 2085, + "FP": 6957, + "IoU": 0.7829833193327733, + "TN": 1184959, + "TP": 32623, + "n_pred": 39580, + "n_ref": 34708 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 113, + "IoU": 0.0, + "TN": 1226511, + "TP": 0, + "n_pred": 113, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.971285826978701, + "FN": 542, + "FP": 550, + "IoU": 0.9441746331987118, + "TN": 1207063, + "TP": 18469, + "n_pred": 19019, + "n_ref": 19011 + }, + "3": { + "Dice": 0.9647815326907755, + "FN": 1683, + "FP": 3312, + "IoU": 0.9319593526943823, + "TN": 1153212, + "TP": 68417, + "n_pred": 71729, + "n_ref": 70100 + }, + "4": { + "Dice": 0.848563696919234, + "FN": 858, + "FP": 2052, + "IoU": 0.7369610413088674, + "TN": 1215561, + "TP": 8153, + "n_pred": 10205, + "n_ref": 9011 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9785422128998427, + "FN": 1607, + "FP": 4531, + "IoU": 0.9579859542486344, + "TN": 1080530, + "TP": 139956, + "n_pred": 144487, + "n_ref": 141563 + }, + "7": { + "Dice": 0.8276290259992239, + "FN": 6379, + "FP": 284, + "IoU": 0.7059446577518866, + "TN": 1203965, + "TP": 15996, + "n_pred": 16280, + "n_ref": 22375 + }, + "8": { + "Dice": 0.9552633755064913, + "FN": 103, + "FP": 438, + "IoU": 0.9143580813677379, + "TN": 1220307, + "TP": 5776, + "n_pred": 6214, + "n_ref": 5879 + }, + "9": { + "Dice": 0.9519776729862381, + "FN": 1895, + "FP": 101, + "IoU": 0.908356290174472, + "TN": 1204844, + "TP": 19784, + "n_pred": 19885, + "n_ref": 21679 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.8260748959778086, + "FN": 598, + "FP": 656, + "IoU": 0.7036862003780718, + "TN": 696696, + "TP": 2978, + "n_pred": 3634, + "n_ref": 3576 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8884968242766408, + "FN": 753, + "FP": 195, + "IoU": 0.7993650793650794, + "TN": 696203, + "TP": 3777, + "n_pred": 3972, + "n_ref": 4530 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9752561635867376, + "FN": 289, + "FP": 264, + "IoU": 0.9517072744738451, + "TN": 689477, + "TP": 10898, + "n_pred": 11162, + "n_ref": 11187 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8683385579937304, + "FN": 69, + "FP": 15, + "IoU": 0.7673130193905817, + "TN": 700567, + "TP": 277, + "n_pred": 292, + "n_ref": 346 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9652186813038611, + "FN": 2357, + "FP": 2801, + "IoU": 0.9327755187154624, + "TN": 624200, + "TP": 71570, + "n_pred": 74371, + "n_ref": 73927 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 700904, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9089200739550813, + "FN": 1837, + "FP": 1168, + "IoU": 0.8330462803489083, + "TN": 682929, + "TP": 14994, + "n_pred": 16162, + "n_ref": 16831 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9266887934400625, + "FN": 556, + "FP": 946, + "IoU": 0.8633924511141428, + "TN": 1040397, + "TP": 9493, + "n_pred": 10439, + "n_ref": 10049 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.874057781749032, + "FN": 1091, + "FP": 4406, + "IoU": 0.7762900862770633, + "TN": 1026820, + "TP": 19075, + "n_pred": 23481, + "n_ref": 20166 + }, + "14": { + "Dice": 0.10601807581973534, + "FN": 16546, + "FP": 99382, + "IoU": 0.05597628703115584, + "TN": 928590, + "TP": 6874, + "n_pred": 106256, + "n_ref": 23420 + }, + "15": { + "Dice": 0.8146471566996183, + "FN": 2527, + "FP": 12623, + "IoU": 0.6872613174246021, + "TN": 1002949, + "TP": 33293, + "n_pred": 45916, + "n_ref": 35820 + }, + "2": { + "Dice": 0.9368522868591957, + "FN": 98, + "FP": 359, + "IoU": 0.8812061346503769, + "TN": 1047545, + "TP": 3390, + "n_pred": 3749, + "n_ref": 3488 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 900, + "IoU": 0.0, + "TN": 1050492, + "TP": 0, + "n_pred": 900, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 10223, + "IoU": 0.0, + "TN": 1041169, + "TP": 0, + "n_pred": 10223, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 11865, + "IoU": 0.0, + "TN": 1039527, + "TP": 0, + "n_pred": 11865, + "n_ref": 0 + }, + "8": { + "Dice": 0.9727604605447908, + "FN": 161, + "FP": 324, + "IoU": 0.946965554948059, + "TN": 1042247, + "TP": 8660, + "n_pred": 8984, + "n_ref": 8821 + }, + "9": { + "Dice": 0.927836267657554, + "FN": 844, + "FP": 1603, + "IoU": 0.8653867312135548, + "TN": 1033214, + "TP": 15731, + "n_pred": 17334, + "n_ref": 16575 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9660992673387319, + "FN": 805, + "FP": 2272, + "IoU": 0.9344216875173164, + "TN": 1179703, + "TP": 43844, + "n_pred": 46116, + "n_ref": 44649 + }, + "10": { + "Dice": 0.9176836032837807, + "FN": 232, + "FP": 510, + "IoU": 0.8478884788847888, + "TN": 1221746, + "TP": 4136, + "n_pred": 4646, + "n_ref": 4368 + }, + "11": { + "Dice": 0.7868177136972193, + "FN": 1099, + "FP": 971, + "IoU": 0.6485568760611206, + "TN": 1220734, + "TP": 3820, + "n_pred": 4791, + "n_ref": 4919 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8973932334997227, + "FN": 876, + "FP": 234, + "IoU": 0.8138832997987927, + "TN": 1220660, + "TP": 4854, + "n_pred": 5088, + "n_ref": 5730 + }, + "14": { + "Dice": 0.9302528879175773, + "FN": 788, + "FP": 1446, + "IoU": 0.8696007471398552, + "TN": 1209492, + "TP": 14898, + "n_pred": 16344, + "n_ref": 15686 + }, + "15": { + "Dice": 0.733011583011583, + "FN": 5098, + "FP": 3200, + "IoU": 0.5785463964650313, + "TN": 1206935, + "TP": 11391, + "n_pred": 14591, + "n_ref": 16489 + }, + "2": { + "Dice": 0.8927420428818751, + "FN": 3516, + "FP": 511, + "IoU": 0.8062638314249976, + "TN": 1205838, + "TP": 16759, + "n_pred": 17270, + "n_ref": 20275 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8449612403100775, + "FN": 61, + "FP": 179, + "IoU": 0.7315436241610739, + "TN": 1225730, + "TP": 654, + "n_pred": 833, + "n_ref": 715 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9654806786050896, + "FN": 447, + "FP": 1897, + "IoU": 0.9332650039858786, + "TN": 1191500, + "TP": 32780, + "n_pred": 34677, + "n_ref": 33227 + }, + "7": { + "Dice": 0.9259737862285398, + "FN": 468, + "FP": 334, + "IoU": 0.8621519422481952, + "TN": 1220806, + "TP": 5016, + "n_pred": 5350, + "n_ref": 5484 + }, + "8": { + "Dice": 0.9308222324299494, + "FN": 247, + "FP": 506, + "IoU": 0.8705963223921636, + "TN": 1220805, + "TP": 5066, + "n_pred": 5572, + "n_ref": 5313 + }, + "9": { + "Dice": 0.9245742092457421, + "FN": 950, + "FP": 848, + "IoU": 0.8597285067873304, + "TN": 1213806, + "TP": 11020, + "n_pred": 11868, + "n_ref": 11970 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9631423190745224, + "FN": 40, + "FP": 97, + "IoU": 0.9289050337311884, + "TN": 699001, + "TP": 1790, + "n_pred": 1887, + "n_ref": 1830 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7525981524249422, + "FN": 1507, + "FP": 207, + "IoU": 0.6033325619069659, + "TN": 696607, + "TP": 2607, + "n_pred": 2814, + "n_ref": 4114 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9653194662180247, + "FN": 752, + "FP": 155, + "IoU": 0.9329637841832964, + "TN": 687398, + "TP": 12623, + "n_pred": 12778, + "n_ref": 13375 + }, + "8": { + "Dice": 0.9667702071554671, + "FN": 343, + "FP": 1144, + "IoU": 0.9356778268016265, + "TN": 677810, + "TP": 21631, + "n_pred": 22775, + "n_ref": 21974 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.980769753103186, + "FN": 2129, + "FP": 703, + "IoU": 0.9622651565622918, + "TN": 801110, + "TP": 72218, + "n_pred": 72921, + "n_ref": 74347 + }, + "10": { + "Dice": 0.9515834348355664, + "FN": 419, + "FP": 217, + "IoU": 0.9076386871914028, + "TN": 869274, + "TP": 6250, + "n_pred": 6467, + "n_ref": 6669 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.16470588235294117, + "FN": 71, + "FP": 0, + "IoU": 0.08974358974358974, + "TN": 876082, + "TP": 7, + "n_pred": 7, + "n_ref": 78 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9769001228716868, + "FN": 606, + "FP": 710, + "IoU": 0.9548433586109872, + "TN": 847017, + "TP": 27827, + "n_pred": 28537, + "n_ref": 28433 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9737646169302634, + "FN": 1299, + "FP": 1234, + "IoU": 0.9488706324054823, + "TN": 826619, + "TP": 47008, + "n_pred": 48242, + "n_ref": 48307 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8794117647058823, + "FN": 53, + "FP": 29, + "IoU": 0.7847769028871391, + "TN": 875779, + "TP": 299, + "n_pred": 328, + "n_ref": 352 + }, + "10": { + "Dice": 0.9041855473408061, + "FN": 1867, + "FP": 1347, + "IoU": 0.8251265030741607, + "TN": 857781, + "TP": 15165, + "n_pred": 16512, + "n_ref": 17032 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.885784716516023, + "FN": 326, + "FP": 369, + "IoU": 0.7949852507374632, + "TN": 872770, + "TP": 2695, + "n_pred": 3064, + "n_ref": 3021 + }, + "13": { + "Dice": 0.8566132171656317, + "FN": 159, + "FP": 1388, + "IoU": 0.749189364461738, + "TN": 869992, + "TP": 4621, + "n_pred": 6009, + "n_ref": 4780 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.955064323246965, + "FN": 128, + "FP": 368, + "IoU": 0.9139934107855038, + "TN": 870393, + "TP": 5271, + "n_pred": 5639, + "n_ref": 5399 + }, + "3": { + "Dice": 0.9482173174872666, + "FN": 441, + "FP": 47, + "IoU": 0.9015334947538337, + "TN": 871204, + "TP": 4468, + "n_pred": 4515, + "n_ref": 4909 + }, + "4": { + "Dice": 0.38166047087980176, + "FN": 51, + "FP": 448, + "IoU": 0.23583460949464014, + "TN": 875507, + "TP": 154, + "n_pred": 602, + "n_ref": 205 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9894439294664162, + "FN": 938, + "FP": 2057, + "IoU": 0.9791083922181377, + "TN": 732801, + "TP": 140364, + "n_pred": 142421, + "n_ref": 141302 + }, + "7": { + "Dice": 0.97354655507398, + "FN": 713, + "FP": 349, + "IoU": 0.9484566103669191, + "TN": 855556, + "TP": 19542, + "n_pred": 19891, + "n_ref": 20255 + }, + "8": { + "Dice": 0.9749665001827262, + "FN": 405, + "FP": 417, + "IoU": 0.9511557430625706, + "TN": 859331, + "TP": 16007, + "n_pred": 16424, + "n_ref": 16412 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0401.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9003322259136213, + "FN": 58, + "FP": 2, + "IoU": 0.8187311178247734, + "TN": 875829, + "TP": 271, + "n_pred": 273, + "n_ref": 329 + }, + "10": { + "Dice": 0.6532831451275617, + "FN": 533, + "FP": 296, + "IoU": 0.48509316770186334, + "TN": 874550, + "TP": 781, + "n_pred": 1077, + "n_ref": 1314 + }, + "11": { + "Dice": 0.827708703374778, + "FN": 601, + "FP": 466, + "IoU": 0.706060606060606, + "TN": 872530, + "TP": 2563, + "n_pred": 3029, + "n_ref": 3164 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9019950487840396, + "FN": 9, + "FP": 664, + "IoU": 0.8214854111405836, + "TN": 872390, + "TP": 3097, + "n_pred": 3761, + "n_ref": 3106 + }, + "3": { + "Dice": 0.9727657324167107, + "FN": 1318, + "FP": 1154, + "IoU": 0.946975546975547, + "TN": 829540, + "TP": 44148, + "n_pred": 45302, + "n_ref": 45466 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9816549044286949, + "FN": 3143, + "FP": 530, + "IoU": 0.96397076855167, + "TN": 774215, + "TP": 98272, + "n_pred": 98802, + "n_ref": 101415 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9223162122687439, + "FN": 1656, + "FP": 3450, + "IoU": 0.8558319451111048, + "TN": 840743, + "TP": 30311, + "n_pred": 33761, + "n_ref": 31967 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0402.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8622290037510332, + "FN": 5868, + "FP": 633, + "IoU": 0.7578229772016093, + "TN": 849316, + "TP": 20343, + "n_pred": 20976, + "n_ref": 26211 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 455, + "IoU": 0.0, + "TN": 875705, + "TP": 0, + "n_pred": 455, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9589011464417045, + "FN": 513, + "FP": 1387, + "IoU": 0.9210471639310202, + "TN": 852095, + "TP": 22165, + "n_pred": 23552, + "n_ref": 22678 + }, + "7": { + "Dice": 0.7343507712396964, + "FN": 8834, + "FP": 931, + "IoU": 0.5802166623678101, + "TN": 852898, + "TP": 13497, + "n_pred": 14428, + "n_ref": 22331 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.7274615348543418, + "FN": 1617.3777777777775, + "FP": 1123.691111111111, + "IoU": 0.6482569127020679, + "TN": 965550.3644444445, + "TP": 13007.766666666666, + "n_pred": 14131.457777777778, + "n_ref": 14625.144444444444 + }, + "mean": { + "1": { + "Dice": 0.8555341052656051, + "FN": 822.9333333333333, + "FP": 553.4666666666667, + "IoU": 0.8176136293829958, + "TN": 962627.7666666667, + "TP": 17295.033333333333, + "n_pred": 17848.5, + "n_ref": 18117.966666666667 + }, + "10": { + "Dice": 0.5784124952047554, + "FN": 1522.9333333333334, + "FP": 1253.0333333333333, + "IoU": 0.48248490039839226, + "TN": 972541.9, + "TP": 5981.333333333333, + "n_pred": 7234.366666666667, + "n_ref": 7504.266666666666 + }, + "11": { + "Dice": 0.4489451558275206, + "FN": 90.83333333333333, + "FP": 128.86666666666667, + "IoU": 0.33720874950392754, + "TN": 980848.3333333334, + "TP": 231.16666666666666, + "n_pred": 360.03333333333336, + "n_ref": 322.0 + }, + "12": { + "Dice": 0.5720524485337318, + "FN": 250.26666666666668, + "FP": 169.4, + "IoU": 0.435101804074909, + "TN": 980472.7666666667, + "TP": 406.76666666666665, + "n_pred": 576.1666666666666, + "n_ref": 657.0333333333333 + }, + "13": { + "Dice": 0.5535157347249169, + "FN": 2783.866666666667, + "FP": 995.6666666666666, + "IoU": 0.44382424314009133, + "TN": 973573.6333333333, + "TP": 3946.0333333333333, + "n_pred": 4941.7, + "n_ref": 6729.9 + }, + "14": { + "Dice": 0.8453409306824489, + "FN": 7273.233333333334, + "FP": 1674.9, + "IoU": 0.7799435579509915, + "TN": 947276.9333333333, + "TP": 25074.133333333335, + "n_pred": 26749.033333333333, + "n_ref": 32347.366666666665 + }, + "15": { + "Dice": 0.6373554946928399, + "FN": 2825.5666666666666, + "FP": 910.2666666666667, + "IoU": 0.5303212688174875, + "TN": 970718.3, + "TP": 6845.066666666667, + "n_pred": 7755.333333333333, + "n_ref": 9670.633333333333 + }, + "2": { + "Dice": 0.7841594062597433, + "FN": 382.46666666666664, + "FP": 369.4, + "IoU": 0.7425625680704228, + "TN": 970610.6666666666, + "TP": 9936.666666666666, + "n_pred": 10306.066666666668, + "n_ref": 10319.133333333333 + }, + "3": { + "Dice": 0.9285912339681641, + "FN": 568.5333333333333, + "FP": 282.06666666666666, + "IoU": 0.8724610907429663, + "TN": 970465.2666666667, + "TP": 9983.333333333334, + "n_pred": 10265.4, + "n_ref": 10551.866666666667 + }, + "4": { + "Dice": 0.7742962290167897, + "FN": 618.2, + "FP": 481.6666666666667, + "IoU": 0.707186399939285, + "TN": 974894.8666666667, + "TP": 5304.466666666666, + "n_pred": 5786.133333333333, + "n_ref": 5922.666666666667 + }, + "5": { + "Dice": 0.6621377885416528, + "FN": 899.4333333333333, + "FP": 312.23333333333335, + "IoU": 0.5489233365266418, + "TN": 978249.9333333333, + "TP": 1837.6, + "n_pred": 2149.8333333333335, + "n_ref": 2737.0333333333333 + }, + "6": { + "Dice": 0.8885901949969259, + "FN": 2306.8333333333335, + "FP": 5682.266666666666, + "IoU": 0.8353166212247566, + "TN": 901167.9333333333, + "TP": 72142.16666666667, + "n_pred": 77824.43333333333, + "n_ref": 74449.0 + }, + "7": { + "Dice": 0.7011316576715128, + "FN": 2722.0666666666666, + "FP": 2514.9, + "IoU": 0.6384742611448454, + "TN": 957104.4333333333, + "TP": 18957.8, + "n_pred": 21472.7, + "n_ref": 21679.866666666665 + }, + "8": { + "Dice": 0.9332966637214085, + "FN": 524.6, + "FP": 741.3333333333334, + "IoU": 0.8799914177970652, + "TN": 968486.3, + "TP": 11546.966666666667, + "n_pred": 12288.3, + "n_ref": 12071.566666666668 + }, + "9": { + "Dice": 0.7485634837071125, + "FN": 668.9, + "FP": 785.9, + "IoU": 0.6724398418162385, + "TN": 974216.4333333333, + "TP": 5627.966666666666, + "n_pred": 6413.866666666667, + "n_ref": 6296.866666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9435066666666667, + "FN": 7923, + "FP": 551, + "IoU": 0.8930550121786539, + "TN": 796923, + "TP": 70763, + "n_pred": 71314, + "n_ref": 78686 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 876148, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 91, + "IoU": 0.0, + "TN": 876069, + "TP": 0, + "n_pred": 91, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 52, + "IoU": 0.0, + "TN": 876108, + "TP": 0, + "n_pred": 52, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9707995301701767, + "FN": 1987, + "FP": 1220, + "IoU": 0.9432560114655767, + "TN": 819643, + "TP": 53310, + "n_pred": 54530, + "n_ref": 55297 + }, + "3": { + "Dice": 0.9529659291434777, + "FN": 1643, + "FP": 1129, + "IoU": 0.9101575160433008, + "TN": 845306, + "TP": 28082, + "n_pred": 29211, + "n_ref": 29725 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.660865475070555, + "FN": 3401, + "FP": 925, + "IoU": 0.49350193185809627, + "TN": 867619, + "TP": 4215, + "n_pred": 5140, + "n_ref": 7616 + }, + "6": { + "Dice": 0.8388022758134658, + "FN": 9916, + "FP": 8840, + "IoU": 0.7223595588779513, + "TN": 808605, + "TP": 48799, + "n_pred": 57639, + "n_ref": 58715 + }, + "7": { + "Dice": 0.9228306115914185, + "FN": 1588, + "FP": 340, + "IoU": 0.856718192627824, + "TN": 862704, + "TP": 11528, + "n_pred": 11868, + "n_ref": 13116 + }, + "8": { + "Dice": 0.9523315271311913, + "FN": 655, + "FP": 2468, + "IoU": 0.9090008450129666, + "TN": 841841, + "TP": 31196, + "n_pred": 33664, + "n_ref": 31851 + }, + "9": { + "Dice": 0.7601827455340956, + "FN": 3850, + "FP": 6071, + "IoU": 0.6131409631507116, + "TN": 850515, + "TP": 15724, + "n_pred": 21795, + "n_ref": 19574 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9374654122855561, + "FN": 152, + "FP": 187, + "IoU": 0.8822916666666667, + "TN": 873280, + "TP": 2541, + "n_pred": 2728, + "n_ref": 2693 + }, + "10": { + "Dice": 0.8021239575208495, + "FN": 3197, + "FP": 3399, + "IoU": 0.6696218382168796, + "TN": 856195, + "TP": 13369, + "n_pred": 16768, + "n_ref": 16566 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7684448140667697, + "FN": 1101, + "FP": 848, + "IoU": 0.6239629558170944, + "TN": 870977, + "TP": 3234, + "n_pred": 4082, + "n_ref": 4335 + }, + "13": { + "Dice": 0.40236254033976737, + "FN": 16981, + "FP": 2649, + "IoU": 0.25184846405976063, + "TN": 849922, + "TP": 6608, + "n_pred": 9257, + "n_ref": 23589 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9640467171717172, + "FN": 1679, + "FP": 599, + "IoU": 0.9305889880861696, + "TN": 843341, + "TP": 30541, + "n_pred": 31140, + "n_ref": 32220 + }, + "4": { + "Dice": 0.8510776001553297, + "FN": 1287, + "FP": 1014, + "IoU": 0.7407616043262731, + "TN": 867284, + "TP": 6575, + "n_pred": 7589, + "n_ref": 7862 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9709551952316008, + "FN": 984, + "FP": 3616, + "IoU": 0.9435499705478108, + "TN": 794672, + "TP": 76888, + "n_pred": 80504, + "n_ref": 77872 + }, + "7": { + "Dice": 0.9122878142901116, + "FN": 4629, + "FP": 7054, + "IoU": 0.8387217007178355, + "TN": 803720, + "TP": 60757, + "n_pred": 67811, + "n_ref": 65386 + }, + "8": { + "Dice": 0.7149321266968326, + "FN": 70, + "FP": 56, + "IoU": 0.5563380281690141, + "TN": 875876, + "TP": 158, + "n_pred": 214, + "n_ref": 228 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9287286985371739, + "FN": 2686, + "FP": 2040, + "IoU": 0.8669407061208402, + "TN": 1191106, + "TP": 30792, + "n_pred": 32832, + "n_ref": 33478 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5302978038404047, + "FN": 2195, + "FP": 1890, + "IoU": 0.3608199029885777, + "TN": 1220233, + "TP": 2306, + "n_pred": 4196, + "n_ref": 4501 + }, + "13": { + "Dice": 0.5926363166826533, + "FN": 10110, + "FP": 932, + "IoU": 0.42109678095837266, + "TN": 1207550, + "TP": 8032, + "n_pred": 8964, + "n_ref": 18142 + }, + "14": { + "Dice": 0.8720327957385178, + "FN": 10779, + "FP": 4860, + "IoU": 0.77310119695321, + "TN": 1157699, + "TP": 53286, + "n_pred": 58146, + "n_ref": 64065 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 1226608, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1088, + "IoU": 0.0, + "TN": 1225536, + "TP": 0, + "n_pred": 1088, + "n_ref": 0 + }, + "3": { + "Dice": 0.930945558739255, + "FN": 2621, + "FP": 271, + "IoU": 0.8708121147145538, + "TN": 1204238, + "TP": 19494, + "n_pred": 19765, + "n_ref": 22115 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 1226601, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "5": { + "Dice": 0.6613765740900466, + "FN": 4113, + "FP": 3739, + "IoU": 0.49407216494845363, + "TN": 1211104, + "TP": 7668, + "n_pred": 11407, + "n_ref": 11781 + }, + "6": { + "Dice": 0.9624228907997913, + "FN": 2615, + "FP": 2642, + "IoU": 0.9275675824630053, + "TN": 1154046, + "TP": 67321, + "n_pred": 69963, + "n_ref": 69936 + }, + "7": { + "Dice": 0.775587875492728, + "FN": 4625, + "FP": 328, + "IoU": 0.6334369449378331, + "TN": 1213112, + "TP": 8559, + "n_pred": 8887, + "n_ref": 13184 + }, + "8": { + "Dice": 0.9346508122592531, + "FN": 1534, + "FP": 6270, + "IoU": 0.8773187448909011, + "TN": 1163012, + "TP": 55808, + "n_pred": 62078, + "n_ref": 57342 + }, + "9": { + "Dice": 0.8283598911102249, + "FN": 2454, + "FP": 7445, + "IoU": 0.7070088202213934, + "TN": 1192838, + "TP": 23887, + "n_pred": 31332, + "n_ref": 26341 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9720310422657144, + "FN": 2983, + "FP": 1540, + "IoU": 0.9455840421564263, + "TN": 793041, + "TP": 78596, + "n_pred": 80136, + "n_ref": 81579 + }, + "10": { + "Dice": 0.647751179848752, + "FN": 3860, + "FP": 20920, + "IoU": 0.4790177445126566, + "TN": 828596, + "TP": 22784, + "n_pred": 43704, + "n_ref": 26644 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7013624647109366, + "FN": 1087, + "FP": 1346, + "IoU": 0.5400756143667297, + "TN": 870870, + "TP": 2857, + "n_pred": 4203, + "n_ref": 3944 + }, + "13": { + "Dice": 0.44849538294405217, + "FN": 21077, + "FP": 4306, + "IoU": 0.28907125252072596, + "TN": 840456, + "TP": 10321, + "n_pred": 14627, + "n_ref": 31398 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8971483498878564, + "FN": 200, + "FP": 121, + "IoU": 0.8134805345729227, + "TN": 874439, + "TP": 1400, + "n_pred": 1521, + "n_ref": 1600 + }, + "3": { + "Dice": 0.9645529184296803, + "FN": 1644, + "FP": 886, + "IoU": 0.9315327993072093, + "TN": 839208, + "TP": 34422, + "n_pred": 35308, + "n_ref": 36066 + }, + "4": { + "Dice": 0.931013947657107, + "FN": 1426, + "FP": 775, + "IoU": 0.8709318008561543, + "TN": 859107, + "TP": 14852, + "n_pred": 15627, + "n_ref": 16278 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6660718269016284, + "FN": 1389, + "FP": 108, + "IoU": 0.49933110367892974, + "TN": 873170, + "TP": 1493, + "n_pred": 1601, + "n_ref": 2882 + }, + "7": { + "Dice": 0.5276349614395887, + "FN": 2595, + "FP": 345, + "IoU": 0.35835879528590137, + "TN": 871578, + "TP": 1642, + "n_pred": 1987, + "n_ref": 4237 + }, + "8": { + "Dice": 0.9431203223949338, + "FN": 718, + "FP": 270, + "IoU": 0.8923630025057195, + "TN": 866981, + "TP": 8191, + "n_pred": 8461, + "n_ref": 8909 + }, + "9": { + "Dice": 0.8760792639773531, + "FN": 1380, + "FP": 2122, + "IoU": 0.7794849190857, + "TN": 860279, + "TP": 12379, + "n_pred": 14501, + "n_ref": 13759 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.956239702123795, + "FN": 1090, + "FP": 2283, + "IoU": 0.9161487595087754, + "TN": 835934, + "TP": 36853, + "n_pred": 39136, + "n_ref": 37943 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.944108065418408, + "FN": 1711, + "FP": 5083, + "IoU": 0.8941332294507207, + "TN": 811985, + "TP": 57381, + "n_pred": 62464, + "n_ref": 59092 + }, + "15": { + "Dice": 0.8548440847417281, + "FN": 10622, + "FP": 1574, + "IoU": 0.7464870707574623, + "TN": 828052, + "TP": 35912, + "n_pred": 37486, + "n_ref": 46534 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9008990100395284, + "FN": 1290, + "FP": 4376, + "IoU": 0.8196690006365372, + "TN": 844740, + "TP": 25754, + "n_pred": 30130, + "n_ref": 27044 + }, + "5": { + "Dice": 0.8765017667844524, + "FN": 715, + "FP": 683, + "IoU": 0.7801541122818053, + "TN": 869801, + "TP": 4961, + "n_pred": 5644, + "n_ref": 5676 + }, + "6": { + "Dice": 0.9731059469688228, + "FN": 3097, + "FP": 2730, + "IoU": 0.947620588605433, + "TN": 764914, + "TP": 105419, + "n_pred": 108149, + "n_ref": 108516 + }, + "7": { + "Dice": 0.925164792555254, + "FN": 719, + "FP": 825, + "IoU": 0.8607503607503607, + "TN": 865072, + "TP": 9544, + "n_pred": 10369, + "n_ref": 10263 + }, + "8": { + "Dice": 0.9300344614297075, + "FN": 1887, + "FP": 2072, + "IoU": 0.8692190803382663, + "TN": 845888, + "TP": 26313, + "n_pred": 28385, + "n_ref": 28200 + }, + "9": { + "Dice": 0.8156827399729608, + "FN": 1775, + "FP": 679, + "IoU": 0.6887366818873668, + "TN": 868276, + "TP": 5430, + "n_pred": 6109, + "n_ref": 7205 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9205587510271158, + "FN": 882, + "FP": 1535, + "IoU": 0.8528104256744413, + "TN": 859739, + "TP": 14004, + "n_pred": 15539, + "n_ref": 14886 + }, + "15": { + "Dice": 0.9062997760797802, + "FN": 6729, + "FP": 1389, + "IoU": 0.8286546498374773, + "TN": 828782, + "TP": 39260, + "n_pred": 40649, + "n_ref": 45989 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8810812024336034, + "FN": 3547, + "FP": 1750, + "IoU": 0.7874398073836276, + "TN": 851240, + "TP": 19623, + "n_pred": 21373, + "n_ref": 23170 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9823720738467177, + "FN": 2405, + "FP": 1443, + "IoU": 0.9653548694955388, + "TN": 765091, + "TP": 107221, + "n_pred": 108664, + "n_ref": 109626 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8966047687067356, + "FN": 763, + "FP": 178, + "IoU": 0.8125871340370444, + "TN": 1046371, + "TP": 4080, + "n_pred": 4258, + "n_ref": 4843 + }, + "10": { + "Dice": 0.14814814814814814, + "FN": 1012, + "FP": 0, + "IoU": 0.08, + "TN": 1050292, + "TP": 88, + "n_pred": 88, + "n_ref": 1100 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.88752597698819, + "FN": 1640, + "FP": 579, + "IoU": 0.7977947876799708, + "TN": 1040418, + "TP": 8755, + "n_pred": 9334, + "n_ref": 10395 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9254568594961938, + "FN": 3730, + "FP": 11791, + "IoU": 0.861256123288161, + "TN": 939524, + "TP": 96347, + "n_pred": 108138, + "n_ref": 100077 + }, + "7": { + "Dice": 0.37244184012594017, + "FN": 5054, + "FP": 23648, + "IoU": 0.22883473494720438, + "TN": 1014173, + "TP": 8517, + "n_pred": 32165, + "n_ref": 13571 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 105, + "IoU": 0.0, + "TN": 876055, + "TP": 0, + "n_pred": 105, + "n_ref": 0 + }, + "11": { + "Dice": 0.554597096570587, + "FN": 736, + "FP": 1381, + "IoU": 0.38369723435225617, + "TN": 872725, + "TP": 1318, + "n_pred": 2699, + "n_ref": 2054 + }, + "12": { + "Dice": 0.3333333333333333, + "FN": 0, + "FP": 40, + "IoU": 0.2, + "TN": 876110, + "TP": 10, + "n_pred": 50, + "n_ref": 10 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8900956556396971, + "FN": 2330, + "FP": 2082, + "IoU": 0.8019570877098483, + "TN": 853882, + "TP": 17866, + "n_pred": 19948, + "n_ref": 20196 + }, + "15": { + "Dice": 0.7969778490069258, + "FN": 1564, + "FP": 1983, + "IoU": 0.6624797792368446, + "TN": 865651, + "TP": 6962, + "n_pred": 8945, + "n_ref": 8526 + }, + "2": { + "Dice": 0.9495504495504495, + "FN": 63, + "FP": 139, + "IoU": 0.9039467427484545, + "TN": 874057, + "TP": 1901, + "n_pred": 2040, + "n_ref": 1964 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8337104955130706, + "FN": 1609, + "FP": 522, + "IoU": 0.714840090994246, + "TN": 868687, + "TP": 5342, + "n_pred": 5864, + "n_ref": 6951 + }, + "6": { + "Dice": 0.955982560709767, + "FN": 10308, + "FP": 1242, + "IoU": 0.9156768122184664, + "TN": 739187, + "TP": 125423, + "n_pred": 126665, + "n_ref": 135731 + }, + "7": { + "Dice": 0.7932738902888157, + "FN": 2892, + "FP": 1374, + "IoU": 0.6573769175166654, + "TN": 863709, + "TP": 8185, + "n_pred": 9559, + "n_ref": 11077 + }, + "8": { + "Dice": 0.948954788526981, + "FN": 777, + "FP": 588, + "IoU": 0.902867715078631, + "TN": 862107, + "TP": 12688, + "n_pred": 13276, + "n_ref": 13465 + }, + "9": { + "Dice": 0.8306172111201239, + "FN": 1389, + "FP": 3205, + "IoU": 0.7103039475343675, + "TN": 860302, + "TP": 11264, + "n_pred": 14469, + "n_ref": 12653 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 32, + "IoU": 0.0, + "TN": 700896, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.3007518796992481, + "FN": 0, + "FP": 279, + "IoU": 0.17699115044247787, + "TN": 700589, + "TP": 60, + "n_pred": 339, + "n_ref": 60 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9604460600086254, + "FN": 3441, + "FP": 1695, + "IoU": 0.9239020920998045, + "TN": 633436, + "TP": 62356, + "n_pred": 64051, + "n_ref": 65797 + }, + "15": { + "Dice": 0.8752740167633785, + "FN": 2379, + "FP": 5359, + "IoU": 0.7782108974175241, + "TN": 666039, + "TP": 27151, + "n_pred": 32510, + "n_ref": 29530 + }, + "2": { + "Dice": 0.9524406627854903, + "FN": 1516, + "FP": 2732, + "IoU": 0.9091997264021888, + "TN": 654144, + "TP": 42536, + "n_pred": 45268, + "n_ref": 44052 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9812702874455815, + "FN": 4793, + "FP": 2310, + "IoU": 0.9632292799088885, + "TN": 507758, + "TP": 186067, + "n_pred": 188377, + "n_ref": 190860 + }, + "7": { + "Dice": 0.9242239966157263, + "FN": 1026, + "FP": 407, + "IoU": 0.8591230829728667, + "TN": 690756, + "TP": 8739, + "n_pred": 9146, + "n_ref": 9765 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9784732529958825, + "FN": 1312, + "FP": 1255, + "IoU": 0.9578537770699591, + "TN": 990485, + "TP": 58340, + "n_pred": 59595, + "n_ref": 59652 + }, + "10": { + "Dice": 0.8830867420945749, + "FN": 1513, + "FP": 905, + "IoU": 0.7906493506493506, + "TN": 1039842, + "TP": 9132, + "n_pred": 10037, + "n_ref": 10645 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.716361511492014, + "FN": 5750, + "FP": 8812, + "IoU": 0.5580710752329217, + "TN": 1018441, + "TP": 18389, + "n_pred": 27201, + "n_ref": 24139 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 1051383, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "3": { + "Dice": 0.9673443999533491, + "FN": 1259, + "FP": 421, + "IoU": 0.936754131686933, + "TN": 1024829, + "TP": 24883, + "n_pred": 25304, + "n_ref": 26142 + }, + "4": { + "Dice": 0.9278473464519976, + "FN": 292, + "FP": 313, + "IoU": 0.8654060066740823, + "TN": 1046897, + "TP": 3890, + "n_pred": 4203, + "n_ref": 4182 + }, + "5": { + "Dice": 0.8892063492063492, + "FN": 1087, + "FP": 309, + "IoU": 0.8005144326950557, + "TN": 1044394, + "TP": 5602, + "n_pred": 5911, + "n_ref": 6689 + }, + "6": { + "Dice": 0.9446885537859656, + "FN": 2404, + "FP": 5174, + "IoU": 0.8951751231118242, + "TN": 979100, + "TP": 64714, + "n_pred": 69888, + "n_ref": 67118 + }, + "7": { + "Dice": 0.8851174934725848, + "FN": 545, + "FP": 863, + "IoU": 0.7939110070257611, + "TN": 1044560, + "TP": 5424, + "n_pred": 6287, + "n_ref": 5969 + }, + "8": { + "Dice": 0.9372533543804262, + "FN": 1574, + "FP": 2560, + "IoU": 0.8819160787226142, + "TN": 1016383, + "TP": 30875, + "n_pred": 33435, + "n_ref": 32449 + }, + "9": { + "Dice": 0.8858718240004433, + "FN": 3023, + "FP": 1096, + "IoU": 0.7951255906490923, + "TN": 1031287, + "TP": 15986, + "n_pred": 17082, + "n_ref": 19009 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9603554340396445, + "FN": 359, + "FP": 105, + "IoU": 0.9237343852728468, + "TN": 1045308, + "TP": 5620, + "n_pred": 5725, + "n_ref": 5979 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9577577738126266, + "FN": 1740, + "FP": 367, + "IoU": 0.9189397145385296, + "TN": 1025399, + "TP": 23886, + "n_pred": 24253, + "n_ref": 25626 + }, + "5": { + "Dice": 0.930503889076767, + "FN": 109, + "FP": 713, + "IoU": 0.8700395256916996, + "TN": 1045067, + "TP": 5503, + "n_pred": 6216, + "n_ref": 5612 + }, + "6": { + "Dice": 0.94042599494029, + "FN": 747, + "FP": 3633, + "IoU": 0.8875510256476086, + "TN": 1012441, + "TP": 34571, + "n_pred": 38204, + "n_ref": 35318 + }, + "7": { + "Dice": 0.9721307877989905, + "FN": 225, + "FP": 29, + "IoU": 0.9457728437233134, + "TN": 1046708, + "TP": 4430, + "n_pred": 4459, + "n_ref": 4655 + }, + "8": { + "Dice": 0.9852465891989244, + "FN": 324, + "FP": 872, + "IoU": 0.9709221754880747, + "TN": 1010261, + "TP": 39935, + "n_pred": 40807, + "n_ref": 40259 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 1051389, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 700917, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.910869053478568, + "FN": 2015, + "FP": 2150, + "IoU": 0.8363264824930248, + "TN": 675481, + "TP": 21282, + "n_pred": 23432, + "n_ref": 23297 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9709859048482787, + "FN": 1398, + "FP": 2441, + "IoU": 0.9436079733243239, + "TN": 632851, + "TP": 64238, + "n_pred": 66679, + "n_ref": 65636 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 700913, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9824013594604641, + "FN": 1449, + "FP": 208, + "IoU": 0.9654114307184903, + "TN": 1003486, + "TP": 46249, + "n_pred": 46457, + "n_ref": 47698 + }, + "10": { + "Dice": 0.8407512878763639, + "FN": 4465, + "FP": 512, + "IoU": 0.7252553132762903, + "TN": 1033277, + "TP": 13138, + "n_pred": 13650, + "n_ref": 17603 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 1051386, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1540, + "IoU": 0.0, + "TN": 1049852, + "TP": 0, + "n_pred": 1540, + "n_ref": 0 + }, + "14": { + "Dice": 0.9667980295566503, + "FN": 350, + "FP": 2346, + "IoU": 0.9357299513683608, + "TN": 1009444, + "TP": 39252, + "n_pred": 41598, + "n_ref": 39602 + }, + "15": { + "Dice": 0.9286330935251799, + "FN": 1692, + "FP": 292, + "IoU": 0.8667741069030351, + "TN": 1036500, + "TP": 12908, + "n_pred": 13200, + "n_ref": 14600 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9796341163664455, + "FN": 583, + "FP": 577, + "IoU": 0.9600812140816959, + "TN": 1022333, + "TP": 27899, + "n_pred": 28476, + "n_ref": 28482 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 144, + "IoU": 0.0, + "TN": 1051248, + "TP": 0, + "n_pred": 144, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9802614822990067, + "FN": 245, + "FP": 685, + "IoU": 0.9612870998626316, + "TN": 852137, + "TP": 23093, + "n_pred": 23778, + "n_ref": 23338 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9784793604176865, + "FN": 1447, + "FP": 1191, + "IoU": 0.9578654825983485, + "TN": 813551, + "TP": 59971, + "n_pred": 61162, + "n_ref": 61418 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 876151, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "6": { + "Dice": 0.8713765842640231, + "FN": 705, + "FP": 320, + "IoU": 0.7720702690682677, + "TN": 871663, + "TP": 3472, + "n_pred": 3792, + "n_ref": 4177 + }, + "7": { + "Dice": 0.9731521637390409, + "FN": 1675, + "FP": 1767, + "IoU": 0.9477082478768819, + "TN": 810337, + "TP": 62381, + "n_pred": 64148, + "n_ref": 64056 + }, + "8": { + "Dice": 0.9209302325581395, + "FN": 153, + "FP": 0, + "IoU": 0.853448275862069, + "TN": 875116, + "TP": 891, + "n_pred": 891, + "n_ref": 1044 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 3, + "FP": 0, + "IoU": 0.0, + "TN": 876157, + "TP": 0, + "n_pred": 0, + "n_ref": 3 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9921610303247123, + "FN": 979, + "FP": 511, + "IoU": 0.9844440036332126, + "TN": 780377, + "TP": 94293, + "n_pred": 94804, + "n_ref": 95272 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9812896174863388, + "FN": 1681, + "FP": 31, + "IoU": 0.9632665322061538, + "TN": 829554, + "TP": 44894, + "n_pred": 44925, + "n_ref": 46575 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9552332541754166, + "FN": 3447, + "FP": 1115, + "IoU": 0.9143028891310065, + "TN": 998158, + "TP": 48672, + "n_pred": 49787, + "n_ref": 52119 + }, + "10": { + "Dice": 0.6844202898550724, + "FN": 8800, + "FP": 1652, + "IoU": 0.520242357477279, + "TN": 1029606, + "TP": 11334, + "n_pred": 12986, + "n_ref": 20134 + }, + "11": { + "Dice": 0.6155454862321367, + "FN": 215, + "FP": 888, + "IoU": 0.4446122860020141, + "TN": 1049406, + "TP": 883, + "n_pred": 1771, + "n_ref": 1098 + }, + "12": { + "Dice": 0.6268796992481203, + "FN": 625, + "FP": 169, + "IoU": 0.45653661875427787, + "TN": 1049931, + "TP": 667, + "n_pred": 836, + "n_ref": 1292 + }, + "13": { + "Dice": 0.4410011918951132, + "FN": 921, + "FP": 955, + "IoU": 0.28287461773700306, + "TN": 1048776, + "TP": 740, + "n_pred": 1695, + "n_ref": 1661 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9449819283706327, + "FN": 2293, + "FP": 721, + "IoU": 0.8957021247145132, + "TN": 1022494, + "TP": 25884, + "n_pred": 26605, + "n_ref": 28177 + }, + "3": { + "Dice": 0.9305210918114144, + "FN": 830, + "FP": 66, + "IoU": 0.8700696055684455, + "TN": 1044496, + "TP": 6000, + "n_pred": 6066, + "n_ref": 6830 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8708835341365462, + "FN": 680, + "FP": 606, + "IoU": 0.7712964609638983, + "TN": 1045769, + "TP": 4337, + "n_pred": 4943, + "n_ref": 5017 + }, + "6": { + "Dice": 0.9581630525056435, + "FN": 3211, + "FP": 8224, + "IoU": 0.9196861896768485, + "TN": 909013, + "TP": 130944, + "n_pred": 139168, + "n_ref": 134155 + }, + "7": { + "Dice": 0.8521724723522346, + "FN": 4663, + "FP": 2475, + "IoU": 0.7424220554272517, + "TN": 1023680, + "TP": 20574, + "n_pred": 23049, + "n_ref": 25237 + }, + "8": { + "Dice": 0.960850004786063, + "FN": 397, + "FP": 830, + "IoU": 0.9246499631540163, + "TN": 1035108, + "TP": 15057, + "n_pred": 15887, + "n_ref": 15454 + }, + "9": { + "Dice": 0.9531043805722746, + "FN": 1078, + "FP": 379, + "IoU": 0.9104101334317162, + "TN": 1035129, + "TP": 14806, + "n_pred": 15185, + "n_ref": 15884 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9785942058484294, + "FN": 673, + "FP": 589, + "IoU": 0.9580856222391976, + "TN": 1196515, + "TP": 28847, + "n_pred": 29436, + "n_ref": 29520 + }, + "10": { + "Dice": 0.9139784946236559, + "FN": 91, + "FP": 53, + "IoU": 0.8415841584158416, + "TN": 1225715, + "TP": 765, + "n_pred": 818, + "n_ref": 856 + }, + "11": { + "Dice": 0.7881292261457551, + "FN": 365, + "FP": 199, + "IoU": 0.6503409795412275, + "TN": 1225011, + "TP": 1049, + "n_pred": 1248, + "n_ref": 1414 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9826548596483686, + "FN": 250, + "FP": 1364, + "IoU": 0.9659011683180867, + "TN": 1179291, + "TP": 45719, + "n_pred": 47083, + "n_ref": 45969 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9828060782021794, + "FN": 1691, + "FP": 1045, + "IoU": 0.9661934240278756, + "TN": 1145693, + "TP": 78195, + "n_pred": 79240, + "n_ref": 79886 + }, + "3": { + "Dice": 0.915576694411415, + "FN": 29, + "FP": 42, + "IoU": 0.8442982456140351, + "TN": 1226168, + "TP": 385, + "n_pred": 427, + "n_ref": 414 + }, + "4": { + "Dice": 0.9383187078723134, + "FN": 223, + "FP": 747, + "IoU": 0.8838045040728318, + "TN": 1218276, + "TP": 7378, + "n_pred": 8125, + "n_ref": 7601 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.992662293297191, + "FN": 2238, + "FP": 404, + "IoU": 0.9854314860766473, + "TN": 1045274, + "TP": 178708, + "n_pred": 179112, + "n_ref": 180946 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9265536723163842, + "FN": 20, + "FP": 6, + "IoU": 0.8631578947368421, + "TN": 1226434, + "TP": 164, + "n_pred": 170, + "n_ref": 184 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8615513900884708, + "FN": 4237, + "FP": 1694, + "IoU": 0.7567767069920033, + "TN": 851775, + "TP": 18454, + "n_pred": 20148, + "n_ref": 22691 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6359832635983264, + "FN": 82, + "FP": 5, + "IoU": 0.4662576687116564, + "TN": 875997, + "TP": 76, + "n_pred": 81, + "n_ref": 158 + }, + "13": { + "Dice": 0.8371163118899212, + "FN": 1505, + "FP": 4035, + "IoU": 0.7198624595469255, + "TN": 856384, + "TP": 14236, + "n_pred": 18271, + "n_ref": 15741 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9734715415419757, + "FN": 503, + "FP": 1332, + "IoU": 0.9483142269667352, + "TN": 840657, + "TP": 33668, + "n_pred": 35000, + "n_ref": 34171 + }, + "3": { + "Dice": 0.9646697388632872, + "FN": 16, + "FP": 7, + "IoU": 0.9317507418397626, + "TN": 875823, + "TP": 314, + "n_pred": 321, + "n_ref": 330 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.2881844380403458, + "FN": 220, + "FP": 27, + "IoU": 0.16835016835016836, + "TN": 875863, + "TP": 50, + "n_pred": 77, + "n_ref": 270 + }, + "6": { + "Dice": 0.9078291877152196, + "FN": 4464, + "FP": 11355, + "IoU": 0.8312153900323294, + "TN": 782437, + "TP": 77904, + "n_pred": 89259, + "n_ref": 82368 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 16941, + "IoU": 0.0, + "TN": 859219, + "TP": 0, + "n_pred": 16941, + "n_ref": 0 + }, + "8": { + "Dice": 0.9810133134563224, + "FN": 774, + "FP": 143, + "IoU": 0.9627341813305157, + "TN": 851553, + "TP": 23690, + "n_pred": 23833, + "n_ref": 24464 + }, + "9": { + "Dice": 0.8111415910529648, + "FN": 859, + "FP": 36, + "IoU": 0.6822861199858005, + "TN": 873343, + "TP": 1922, + "n_pred": 1958, + "n_ref": 2781 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9340778140778141, + "FN": 4877, + "FP": 672, + "IoU": 0.8763095715750524, + "TN": 1006530, + "TP": 39313, + "n_pred": 39985, + "n_ref": 44190 + }, + "15": { + "Dice": 0.8722440066683885, + "FN": 4279, + "FP": 1162, + "IoU": 0.7734332708723715, + "TN": 1027377, + "TP": 18574, + "n_pred": 19736, + "n_ref": 22853 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9755684567005322, + "FN": 116, + "FP": 288, + "IoU": 0.9523022432113342, + "TN": 1042922, + "TP": 8066, + "n_pred": 8354, + "n_ref": 8182 + }, + "9": { + "Dice": 0.9711294093727763, + "FN": 507, + "FP": 61, + "IoU": 0.9438790633336627, + "TN": 1041271, + "TP": 9553, + "n_pred": 9614, + "n_ref": 10060 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9190853122251539, + "FN": 75, + "FP": 109, + "IoU": 0.8502847843775427, + "TN": 1050163, + "TP": 1045, + "n_pred": 1154, + "n_ref": 1120 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7537385431741438, + "FN": 704, + "FP": 1338, + "IoU": 0.6047996903425585, + "TN": 1046225, + "TP": 3125, + "n_pred": 4463, + "n_ref": 3829 + }, + "14": { + "Dice": 0.7144963144963145, + "FN": 961, + "FP": 18793, + "IoU": 0.5558103975535168, + "TN": 1006920, + "TP": 24718, + "n_pred": 43511, + "n_ref": 25679 + }, + "15": { + "Dice": 0.5162042519082579, + "FN": 26514, + "FP": 43, + "IoU": 0.34789441375076735, + "TN": 1010667, + "TP": 14168, + "n_pred": 14211, + "n_ref": 40682 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.7142857142857143, + "FN": 32, + "FP": 0, + "IoU": 0.5555555555555556, + "TN": 1051320, + "TP": 40, + "n_pred": 40, + "n_ref": 72 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 1051386, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "8": { + "Dice": 0.964505191777919, + "FN": 98, + "FP": 572, + "IoU": 0.9314437736621304, + "TN": 1041619, + "TP": 9103, + "n_pred": 9675, + "n_ref": 9201 + }, + "9": { + "Dice": 0.949713658115635, + "FN": 402, + "FP": 239, + "IoU": 0.9042426053181954, + "TN": 1044698, + "TP": 6053, + "n_pred": 6292, + "n_ref": 6455 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8444739404690281, + "FN": 24000, + "FP": 1075, + "IoU": 0.7308134104840528, + "TN": 958241, + "TP": 68076, + "n_pred": 69151, + "n_ref": 92076 + }, + "15": { + "Dice": 0.664330115064145, + "FN": 2488, + "FP": 12740, + "IoU": 0.4973759778195861, + "TN": 1021095, + "TP": 15069, + "n_pred": 27809, + "n_ref": 17557 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.959174552895886, + "FN": 2272, + "FP": 2935, + "IoU": 0.9215517890772128, + "TN": 985017, + "TP": 61168, + "n_pred": 64103, + "n_ref": 63440 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7643161958951432, + "FN": 5616, + "FP": 183, + "IoU": 0.6185370346007104, + "TN": 1036190, + "TP": 9403, + "n_pred": 9586, + "n_ref": 15019 + }, + "6": { + "Dice": 0.9344998817687397, + "FN": 495, + "FP": 613, + "IoU": 0.8770528184642699, + "TN": 1042380, + "TP": 7904, + "n_pred": 8517, + "n_ref": 8399 + }, + "7": { + "Dice": 0.9274473074824112, + "FN": 2979, + "FP": 1940, + "IoU": 0.8647102505569461, + "TN": 1015033, + "TP": 31440, + "n_pred": 33380, + "n_ref": 34419 + }, + "8": { + "Dice": 0.9598078166866858, + "FN": 301, + "FP": 134, + "IoU": 0.9227216201812045, + "TN": 1045763, + "TP": 5194, + "n_pred": 5328, + "n_ref": 5495 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9494339622641509, + "FN": 270, + "FP": 1539, + "IoU": 0.9037356321839081, + "TN": 857368, + "TP": 16983, + "n_pred": 18522, + "n_ref": 17253 + }, + "10": { + "Dice": 0.24245348035837352, + "FN": 10805, + "FP": 187, + "IoU": 0.1379499647086503, + "TN": 863409, + "TP": 1759, + "n_pred": 1946, + "n_ref": 12564 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.49528405352050886, + "FN": 1639, + "FP": 662, + "IoU": 0.3291545189504373, + "TN": 872730, + "TP": 1129, + "n_pred": 1791, + "n_ref": 2768 + }, + "13": { + "Dice": 0.006019563581640331, + "FN": 489, + "FP": 832, + "IoU": 0.0030188679245283017, + "TN": 874835, + "TP": 4, + "n_pred": 836, + "n_ref": 493 + }, + "14": { + "Dice": 0.9245741509953435, + "FN": 3418, + "FP": 2883, + "IoU": 0.8597284060552093, + "TN": 831240, + "TP": 38619, + "n_pred": 41502, + "n_ref": 42037 + }, + "15": { + "Dice": 0.8455240470639267, + "FN": 2495, + "FP": 354, + "IoU": 0.7323877512680819, + "TN": 865514, + "TP": 7797, + "n_pred": 8151, + "n_ref": 10292 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9171448647382597, + "FN": 2316, + "FP": 514, + "IoU": 0.8469691234521171, + "TN": 857667, + "TP": 15663, + "n_pred": 16177, + "n_ref": 17979 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7937579617834395, + "FN": 1748, + "FP": 1490, + "IoU": 0.6580420318935474, + "TN": 866691, + "TP": 6231, + "n_pred": 7721, + "n_ref": 7979 + }, + "6": { + "Dice": 0.9631564928109538, + "FN": 1292, + "FP": 5209, + "IoU": 0.9289314020224105, + "TN": 784685, + "TP": 84974, + "n_pred": 90183, + "n_ref": 86266 + }, + "7": { + "Dice": 0.7627408817607824, + "FN": 13129, + "FP": 4194, + "IoU": 0.6164762663832802, + "TN": 830992, + "TP": 27845, + "n_pred": 32039, + "n_ref": 40974 + }, + "8": { + "Dice": 0.9285766131959062, + "FN": 2814, + "FP": 3090, + "IoU": 0.8666756994783551, + "TN": 831877, + "TP": 38379, + "n_pred": 41469, + "n_ref": 41193 + }, + "9": { + "Dice": 0.0, + "FN": 13, + "FP": 0, + "IoU": 0.0, + "TN": 876147, + "TP": 0, + "n_pred": 0, + "n_ref": 13 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9458152717572524, + "FN": 510, + "FP": 140, + "IoU": 0.8972006958722125, + "TN": 694605, + "TP": 5673, + "n_pred": 5813, + "n_ref": 6183 + }, + "10": { + "Dice": 0.5821727019498607, + "FN": 271, + "FP": 29, + "IoU": 0.4106090373280943, + "TN": 700419, + "TP": 209, + "n_pred": 238, + "n_ref": 480 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8820224719101124, + "FN": 70, + "FP": 140, + "IoU": 0.7889447236180904, + "TN": 699933, + "TP": 785, + "n_pred": 925, + "n_ref": 855 + }, + "7": { + "Dice": 0.9803834689438492, + "FN": 1365, + "FP": 2531, + "IoU": 0.9615217477185636, + "TN": 599676, + "TP": 97356, + "n_pred": 99887, + "n_ref": 98721 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9662447257383966, + "FN": 101, + "FP": 75, + "IoU": 0.9346938775510204, + "TN": 1223929, + "TP": 2519, + "n_pred": 2594, + "n_ref": 2620 + }, + "10": { + "Dice": 0.9478795085216013, + "FN": 1113, + "FP": 4147, + "IoU": 0.9009229610096063, + "TN": 1173534, + "TP": 47830, + "n_pred": 51977, + "n_ref": 48943 + }, + "11": { + "Dice": 0.7249083027675892, + "FN": 997, + "FP": 653, + "IoU": 0.5685146443514645, + "TN": 1222800, + "TP": 2174, + "n_pred": 2827, + "n_ref": 3171 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.893014406088611, + "FN": 3092, + "FP": 844, + "IoU": 0.8067082453469528, + "TN": 1206261, + "TP": 16427, + "n_pred": 17271, + "n_ref": 19519 + }, + "14": { + "Dice": 0.5239430711610487, + "FN": 157958, + "FP": 926, + "IoU": 0.35496128972015734, + "TN": 980307, + "TP": 87433, + "n_pred": 88359, + "n_ref": 245391 + }, + "15": { + "Dice": 0.7461480171760546, + "FN": 12157, + "FP": 1913, + "IoU": 0.5950846091861403, + "TN": 1191876, + "TP": 20678, + "n_pred": 22591, + "n_ref": 32835 + }, + "2": { + "Dice": 0.8431876606683805, + "FN": 45, + "FP": 16, + "IoU": 0.7288888888888889, + "TN": 1226399, + "TP": 164, + "n_pred": 180, + "n_ref": 209 + }, + "3": { + "Dice": 0.9191780821917809, + "FN": 89, + "FP": 29, + "IoU": 0.8504435994930292, + "TN": 1225835, + "TP": 671, + "n_pred": 700, + "n_ref": 760 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 482, + "IoU": 0.0, + "TN": 1226142, + "TP": 0, + "n_pred": 482, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6308599434778934, + "FN": 2070, + "FP": 76562, + "IoU": 0.4607709346262249, + "TN": 1080801, + "TP": 67191, + "n_pred": 143753, + "n_ref": 69261 + }, + "7": { + "Dice": 0.9562607603182728, + "FN": 614, + "FP": 1266, + "IoU": 0.9161874191966475, + "TN": 1204193, + "TP": 20551, + "n_pred": 21817, + "n_ref": 21165 + }, + "8": { + "Dice": 0.9728525121555915, + "FN": 265, + "FP": 137, + "IoU": 0.9471400394477317, + "TN": 1219019, + "TP": 7203, + "n_pred": 7340, + "n_ref": 7468 + }, + "9": { + "Dice": 0.9595762367815648, + "FN": 979, + "FP": 1112, + "IoU": 0.9222936563974878, + "TN": 1199715, + "TP": 24818, + "n_pred": 25930, + "n_ref": 25797 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6524973432518597, + "FN": 155, + "FP": 172, + "IoU": 0.4842271293375394, + "TN": 1050758, + "TP": 307, + "n_pred": 479, + "n_ref": 462 + }, + "11": { + "Dice": 0.2608695652173913, + "FN": 33, + "FP": 1, + "IoU": 0.15, + "TN": 1051352, + "TP": 6, + "n_pred": 7, + "n_ref": 39 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7303761327429966, + "FN": 12391, + "FP": 641, + "IoU": 0.5752696933155167, + "TN": 1020709, + "TP": 17651, + "n_pred": 18292, + "n_ref": 30042 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9577573398032688, + "FN": 2008, + "FP": 2484, + "IoU": 0.918938915456104, + "TN": 995977, + "TP": 50923, + "n_pred": 53407, + "n_ref": 52931 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9772172013109545, + "FN": 1910, + "FP": 3825, + "IoU": 0.9554493901965354, + "TN": 922662, + "TP": 122995, + "n_pred": 126820, + "n_ref": 124905 + }, + "7": { + "Dice": 0.03307732943232151, + "FN": 18373, + "FP": 5422, + "IoU": 0.016816792000661104, + "TN": 1027190, + "TP": 407, + "n_pred": 5829, + "n_ref": 18780 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.691358024691358, + "FN": 50, + "FP": 150, + "IoU": 0.5283018867924528, + "TN": 1050968, + "TP": 224, + "n_pred": 374, + "n_ref": 274 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9596505403494596, + "FN": 708, + "FP": 2488, + "IoU": 0.9224309499538857, + "TN": 1010190, + "TP": 38006, + "n_pred": 40494, + "n_ref": 38714 + }, + "10": { + "Dice": 0.6847389558232931, + "FN": 592, + "FP": 36, + "IoU": 0.5206106870229008, + "TN": 1050082, + "TP": 682, + "n_pred": 718, + "n_ref": 1274 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.905101971678298, + "FN": 2734, + "FP": 4269, + "IoU": 0.8266541251021065, + "TN": 1010993, + "TP": 33396, + "n_pred": 37665, + "n_ref": 36130 + }, + "15": { + "Dice": 0.42424242424242425, + "FN": 184, + "FP": 443, + "IoU": 0.2692307692307692, + "TN": 1050534, + "TP": 231, + "n_pred": 674, + "n_ref": 415 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8763285024154589, + "FN": 42, + "FP": 214, + "IoU": 0.7798796216680998, + "TN": 1050229, + "TP": 907, + "n_pred": 1121, + "n_ref": 949 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.29168969964989866, + "FN": 7683, + "FP": 5, + "IoU": 0.17074749217991586, + "TN": 1042121, + "TP": 1583, + "n_pred": 1588, + "n_ref": 9266 + }, + "6": { + "Dice": 0.862147125489388, + "FN": 59, + "FP": 610, + "IoU": 0.7576964867801521, + "TN": 1048631, + "TP": 2092, + "n_pred": 2702, + "n_ref": 2151 + }, + "7": { + "Dice": 0.9617275213740604, + "FN": 1284, + "FP": 717, + "IoU": 0.9262766192616609, + "TN": 1024250, + "TP": 25141, + "n_pred": 25858, + "n_ref": 26425 + }, + "8": { + "Dice": 0.847792528558197, + "FN": 321, + "FP": 172, + "IoU": 0.7357984994640944, + "TN": 1049526, + "TP": 1373, + "n_pred": 1545, + "n_ref": 1694 + }, + "9": { + "Dice": 0.9205925925925926, + "FN": 754, + "FP": 318, + "IoU": 0.8528685149601977, + "TN": 1044106, + "TP": 6214, + "n_pred": 6532, + "n_ref": 6968 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7952562971674998, + "FN": 2021, + "FP": 68, + "IoU": 0.6601041327692808, + "TN": 1220478, + "TP": 4057, + "n_pred": 4125, + "n_ref": 6078 + }, + "11": { + "Dice": 0.795704845814978, + "FN": 379, + "FP": 363, + "IoU": 0.6607224508459076, + "TN": 1224437, + "TP": 1445, + "n_pred": 1808, + "n_ref": 1824 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7064429252123472, + "FN": 9215, + "FP": 704, + "IoU": 0.5461242793081358, + "TN": 1204770, + "TP": 11935, + "n_pred": 12639, + "n_ref": 21150 + }, + "14": { + "Dice": 0.9017794475868048, + "FN": 1721, + "FP": 658, + "IoU": 0.8211278195488722, + "TN": 1213324, + "TP": 10921, + "n_pred": 11579, + "n_ref": 12642 + }, + "15": { + "Dice": 0.4922552434595716, + "FN": 13664, + "FP": 38, + "IoU": 0.32648446716476603, + "TN": 1206280, + "TP": 6642, + "n_pred": 6680, + "n_ref": 20306 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8776400972551777, + "FN": 2873, + "FP": 1304, + "IoU": 0.7819595970141463, + "TN": 1207467, + "TP": 14980, + "n_pred": 16284, + "n_ref": 17853 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9759689036240997, + "FN": 4408, + "FP": 2949, + "IoU": 0.9530656901710356, + "TN": 1069873, + "TP": 149394, + "n_pred": 152343, + "n_ref": 153802 + }, + "7": { + "Dice": 0.0, + "FN": 3031, + "FP": 0, + "IoU": 0.0, + "TN": 1223593, + "TP": 0, + "n_pred": 0, + "n_ref": 3031 + }, + "8": { + "Dice": 0.893423175476891, + "FN": 2480, + "FP": 889, + "IoU": 0.8073756432246998, + "TN": 1209134, + "TP": 14121, + "n_pred": 15010, + "n_ref": 16601 + }, + "9": { + "Dice": 0.9184798375398897, + "FN": 1258, + "FP": 147, + "IoU": 0.8492489270386266, + "TN": 1217304, + "TP": 7915, + "n_pred": 8062, + "n_ref": 9173 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1052, + "IoU": 0.0, + "TN": 875108, + "TP": 0, + "n_pred": 1052, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9188138065143413, + "FN": 128, + "FP": 39, + "IoU": 0.8498201438848921, + "TN": 875048, + "TP": 945, + "n_pred": 984, + "n_ref": 1073 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8785046728971962, + "FN": 48, + "FP": 4, + "IoU": 0.7833333333333333, + "TN": 875920, + "TP": 188, + "n_pred": 192, + "n_ref": 236 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9812222216250786, + "FN": 438, + "FP": 6550, + "IoU": 0.9631366549732282, + "TN": 686595, + "TP": 182577, + "n_pred": 189127, + "n_ref": 183015 + }, + "7": { + "Dice": 0.9420930171760216, + "FN": 5048, + "FP": 1597, + "IoU": 0.8905253793307962, + "TN": 815461, + "TP": 54054, + "n_pred": 55651, + "n_ref": 59102 + }, + "8": { + "Dice": 0.966823822057675, + "FN": 352, + "FP": 795, + "IoU": 0.9357782754759238, + "TN": 858300, + "TP": 16713, + "n_pred": 17508, + "n_ref": 17065 + }, + "9": { + "Dice": 0.9704169578383415, + "FN": 254, + "FP": 508, + "IoU": 0.9425339366515837, + "TN": 862900, + "TP": 12498, + "n_pred": 13006, + "n_ref": 12752 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9636663914120561, + "FN": 376, + "FP": 1648, + "IoU": 0.9298804780876494, + "TN": 1197759, + "TP": 26841, + "n_pred": 28489, + "n_ref": 27217 + }, + "10": { + "Dice": 0.6172043010752688, + "FN": 334, + "FP": 22, + "IoU": 0.4463452566096423, + "TN": 1225981, + "TP": 287, + "n_pred": 309, + "n_ref": 621 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8054862842892768, + "FN": 595, + "FP": 29, + "IoU": 0.6743215031315241, + "TN": 1224708, + "TP": 1292, + "n_pred": 1321, + "n_ref": 1887 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 1226622, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9724996281053205, + "FN": 2001, + "FP": 772, + "IoU": 0.946471314956374, + "TN": 1174820, + "TP": 49031, + "n_pred": 49803, + "n_ref": 51032 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9743915008324744, + "FN": 132, + "FP": 191, + "IoU": 0.9500618429189858, + "TN": 1220156, + "TP": 6145, + "n_pred": 6336, + "n_ref": 6277 + }, + "7": { + "Dice": 0.8922610015174507, + "FN": 60, + "FP": 11, + "IoU": 0.8054794520547945, + "TN": 1226259, + "TP": 294, + "n_pred": 305, + "n_ref": 354 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.10526315789473684, + "FN": 0, + "FP": 51, + "IoU": 0.05555555555555555, + "TN": 1051338, + "TP": 3, + "n_pred": 54, + "n_ref": 3 + }, + "10": { + "Dice": 0.9235630088710658, + "FN": 3144, + "FP": 2517, + "IoU": 0.8579814856626778, + "TN": 1011531, + "TP": 34200, + "n_pred": 36717, + "n_ref": 37344 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8234527687296417, + "FN": 184, + "FP": 87, + "IoU": 0.6998892580287929, + "TN": 1050489, + "TP": 632, + "n_pred": 719, + "n_ref": 816 + }, + "13": { + "Dice": 0.8563573883161512, + "FN": 1153, + "FP": 2191, + "IoU": 0.7487980769230769, + "TN": 1038080, + "TP": 9968, + "n_pred": 12159, + "n_ref": 11121 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 199, + "IoU": 0.0, + "TN": 1051193, + "TP": 0, + "n_pred": 199, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.937769334136509, + "FN": 1168, + "FP": 175, + "IoU": 0.8828302216018147, + "TN": 1039930, + "TP": 10119, + "n_pred": 10294, + "n_ref": 11287 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8976118171934165, + "FN": 2165, + "FP": 566, + "IoU": 0.8142429601414773, + "TN": 1036690, + "TP": 11971, + "n_pred": 12537, + "n_ref": 14136 + }, + "5": { + "Dice": 0.7467948717948718, + "FN": 2, + "FP": 156, + "IoU": 0.5959079283887468, + "TN": 1051001, + "TP": 233, + "n_pred": 389, + "n_ref": 235 + }, + "6": { + "Dice": 0.9678780334971235, + "FN": 3927, + "FP": 7402, + "IoU": 0.9377554832754604, + "TN": 869384, + "TP": 170679, + "n_pred": 178081, + "n_ref": 174606 + }, + "7": { + "Dice": 0.9561234942053891, + "FN": 3856, + "FP": 1327, + "IoU": 0.9159354472467764, + "TN": 989737, + "TP": 56472, + "n_pred": 57799, + "n_ref": 60328 + }, + "8": { + "Dice": 0.947265625, + "FN": 128, + "FP": 34, + "IoU": 0.8998144712430427, + "TN": 1049775, + "TP": 1455, + "n_pred": 1489, + "n_ref": 1583 + }, + "9": { + "Dice": 0.15384615384615385, + "FN": 22, + "FP": 0, + "IoU": 0.08333333333333333, + "TN": 1051368, + "TP": 2, + "n_pred": 2, + "n_ref": 24 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0400.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.7080087247443765, + "FN": 847.331111111111, + "FP": 1206.6133333333335, + "IoU": 0.6284506929597323, + "TN": 906311.5777777776, + "TP": 8681.944444444443, + "n_pred": 9888.557777777776, + "n_ref": 9529.275555555556 + }, + "mean": { + "1": { + "Dice": 0.8119870368906706, + "FN": 213.56666666666666, + "FP": 1827.4666666666667, + "IoU": 0.760105181988575, + "TN": 905529.2333333333, + "TP": 9477.2, + "n_pred": 11304.666666666666, + "n_ref": 9690.766666666666 + }, + "10": { + "Dice": 0.5982937731656819, + "FN": 1158.5666666666666, + "FP": 1635.6, + "IoU": 0.5085413274931637, + "TN": 908041.5666666667, + "TP": 6211.733333333334, + "n_pred": 7847.333333333333, + "n_ref": 7370.3 + }, + "11": { + "Dice": 0.5447462701863477, + "FN": 133.6, + "FP": 41.166666666666664, + "IoU": 0.4106870524505132, + "TN": 916662.7333333333, + "TP": 209.96666666666667, + "n_pred": 251.13333333333333, + "n_ref": 343.56666666666666 + }, + "12": { + "Dice": 0.696963154395114, + "FN": 176.4, + "FP": 61.833333333333336, + "IoU": 0.5890899447233843, + "TN": 916386.5666666667, + "TP": 422.6666666666667, + "n_pred": 484.5, + "n_ref": 599.0666666666667 + }, + "13": { + "Dice": 0.5125446583678879, + "FN": 1759.7666666666667, + "FP": 1370.2333333333333, + "IoU": 0.4304701503432244, + "TN": 909382.6666666666, + "TP": 4534.8, + "n_pred": 5905.033333333334, + "n_ref": 6294.566666666667 + }, + "14": { + "Dice": 0.7400670946872636, + "FN": 698.4, + "FP": 2259.766666666667, + "IoU": 0.6739555629547874, + "TN": 903639.3333333334, + "TP": 10449.966666666667, + "n_pred": 12709.733333333334, + "n_ref": 11148.366666666667 + }, + "15": { + "Dice": 0.6574436804897039, + "FN": 938.2333333333333, + "FP": 981.2333333333333, + "IoU": 0.5677898634488863, + "TN": 910389.1, + "TP": 4738.9, + "n_pred": 5720.133333333333, + "n_ref": 5677.133333333333 + }, + "2": { + "Dice": 0.6990023905212774, + "FN": 332.9, + "FP": 370.43333333333334, + "IoU": 0.6412527530205723, + "TN": 911225.5666666667, + "TP": 5118.566666666667, + "n_pred": 5489.0, + "n_ref": 5451.466666666666 + }, + "3": { + "Dice": 0.8683730197633884, + "FN": 790.4333333333333, + "FP": 422.8666666666667, + "IoU": 0.8325154509793363, + "TN": 901663.5666666667, + "TP": 14170.6, + "n_pred": 14593.466666666667, + "n_ref": 14961.033333333333 + }, + "4": { + "Dice": 0.4398010718958374, + "FN": 487.6666666666667, + "FP": 635.5, + "IoU": 0.3625847412942528, + "TN": 914083.2666666667, + "TP": 1841.0333333333333, + "n_pred": 2476.5333333333333, + "n_ref": 2328.7 + }, + "5": { + "Dice": 0.7803930700476762, + "FN": 223.0, + "FP": 174.23333333333332, + "IoU": 0.658932810996046, + "TN": 915487.6, + "TP": 1162.6333333333334, + "n_pred": 1336.8666666666666, + "n_ref": 1385.6333333333334 + }, + "6": { + "Dice": 0.861347659343271, + "FN": 2023.1666666666667, + "FP": 3722.733333333333, + "IoU": 0.8006676504542926, + "TN": 868508.5666666667, + "TP": 42793.0, + "n_pred": 46515.73333333333, + "n_ref": 44816.166666666664 + }, + "7": { + "Dice": 0.6336747521225291, + "FN": 3132.0, + "FP": 3782.0666666666666, + "IoU": 0.5478954659249047, + "TN": 893680.4, + "TP": 16453.0, + "n_pred": 20235.066666666666, + "n_ref": 19585.0 + }, + "8": { + "Dice": 0.9602395371731522, + "FN": 377.6, + "FP": 343.8666666666667, + "IoU": 0.9238816379589152, + "TN": 907391.8666666667, + "TP": 8934.133333333333, + "n_pred": 9278.0, + "n_ref": 9311.733333333334 + }, + "9": { + "Dice": 0.8152537021158465, + "FN": 264.6666666666667, + "FP": 470.2, + "IoU": 0.7183908003651288, + "TN": 912601.6333333333, + "TP": 3710.9666666666667, + "n_pred": 4181.166666666667, + "n_ref": 3975.633333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9258095368219702, + "FN": 530, + "FP": 556, + "IoU": 0.8618672093614856, + "TN": 868298, + "TP": 6776, + "n_pred": 7332, + "n_ref": 7306 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 26, + "FP": 0, + "IoU": 0.0, + "TN": 876134, + "TP": 0, + "n_pred": 0, + "n_ref": 26 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.940519918265046, + "FN": 5813, + "FP": 3822, + "IoU": 0.8877183577862978, + "TN": 790349, + "TP": 76176, + "n_pred": 79998, + "n_ref": 81989 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8322374600789029, + "FN": 182, + "FP": 711, + "IoU": 0.7126769626769627, + "TN": 873052, + "TP": 2215, + "n_pred": 2926, + "n_ref": 2397 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.7672576386269332, + "FN": 1219, + "FP": 15, + "IoU": 0.6223990208078335, + "TN": 872892, + "TP": 2034, + "n_pred": 2049, + "n_ref": 3253 + }, + "8": { + "Dice": 0.9484366117111995, + "FN": 3093, + "FP": 535, + "IoU": 0.9019300427096286, + "TN": 839166, + "TP": 33366, + "n_pred": 33901, + "n_ref": 36459 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9738955823293173, + "FN": 2099, + "FP": 449, + "IoU": 0.949119373776908, + "TN": 650850, + "TP": 47530, + "n_pred": 47979, + "n_ref": 49629 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9273778449979265, + "FN": 2600, + "FP": 6331, + "IoU": 0.8645894928360246, + "TN": 634973, + "TP": 57024, + "n_pred": 63355, + "n_ref": 59624 + }, + "15": { + "Dice": 0.5030453598333067, + "FN": 10016, + "FP": 2386, + "IoU": 0.33604582686439316, + "TN": 682249, + "TP": 6277, + "n_pred": 8663, + "n_ref": 16293 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7881146794309091, + "FN": 4685, + "FP": 8108, + "IoU": 0.6503211698783654, + "TN": 1014807, + "TP": 23792, + "n_pred": 31900, + "n_ref": 28477 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8294872625915602, + "FN": 3869, + "FP": 6653, + "IoU": 0.7086529143015368, + "TN": 1015277, + "TP": 25593, + "n_pred": 32246, + "n_ref": 29462 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8812080536912752, + "FN": 298, + "FP": 56, + "IoU": 0.7876424715056989, + "TN": 1049725, + "TP": 1313, + "n_pred": 1369, + "n_ref": 1611 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8378068682940379, + "FN": 1912, + "FP": 2759, + "IoU": 0.7208843740663281, + "TN": 1034657, + "TP": 12064, + "n_pred": 14823, + "n_ref": 13976 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.978002325938604, + "FN": 2723, + "FP": 1287, + "IoU": 0.9569516161930629, + "TN": 958241, + "TP": 89141, + "n_pred": 90428, + "n_ref": 91864 + }, + "7": { + "Dice": 0.43705315511345977, + "FN": 3621, + "FP": 1, + "IoU": 0.27963404932378677, + "TN": 1046364, + "TP": 1406, + "n_pred": 1407, + "n_ref": 5027 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.902911585907782, + "FN": 1117, + "FP": 1614, + "IoU": 0.8230071289695399, + "TN": 1035962, + "TP": 12699, + "n_pred": 14313, + "n_ref": 13816 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 971, + "IoU": 0.0, + "TN": 699957, + "TP": 0, + "n_pred": 971, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2751, + "IoU": 0.0, + "TN": 698177, + "TP": 0, + "n_pred": 2751, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 4820, + "IoU": 0.0, + "TN": 1046572, + "TP": 0, + "n_pred": 4820, + "n_ref": 0 + }, + "11": { + "Dice": 0.13654618473895583, + "FN": 215, + "FP": 0, + "IoU": 0.07327586206896551, + "TN": 1051160, + "TP": 17, + "n_pred": 17, + "n_ref": 232 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6628401290215863, + "FN": 14357, + "FP": 6026, + "IoU": 0.4957074643113387, + "TN": 1010973, + "TP": 20036, + "n_pred": 26062, + "n_ref": 34393 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 9985, + "IoU": 0.0, + "TN": 1041407, + "TP": 0, + "n_pred": 9985, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8630909469569535, + "FN": 4339, + "FP": 12753, + "IoU": 0.7591556639001226, + "TN": 980425, + "TP": 53875, + "n_pred": 66628, + "n_ref": 58214 + }, + "7": { + "Dice": 0.7789719262773155, + "FN": 20521, + "FP": 7901, + "IoU": 0.6379639772756223, + "TN": 972886, + "TP": 50084, + "n_pred": 57985, + "n_ref": 70605 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7901774860199368, + "FN": 373, + "FP": 490, + "IoU": 0.6531350482315113, + "TN": 1048904, + "TP": 1625, + "n_pred": 2115, + "n_ref": 1998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5511448625014382, + "FN": 443, + "FP": 3458, + "IoU": 0.3804002541296061, + "TN": 869864, + "TP": 2395, + "n_pred": 5853, + "n_ref": 2838 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6073870232618136, + "FN": 4515, + "FP": 4616, + "IoU": 0.4361491910584167, + "TN": 859966, + "TP": 7063, + "n_pred": 11679, + "n_ref": 11578 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8617528015639198, + "FN": 7666, + "FP": 2376, + "IoU": 0.7570875665215288, + "TN": 834820, + "TP": 31298, + "n_pred": 33674, + "n_ref": 38964 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9536193567302598, + "FN": 4861, + "FP": 4156, + "IoU": 0.9113503416408593, + "TN": 774445, + "TP": 92698, + "n_pred": 96854, + "n_ref": 97559 + }, + "7": { + "Dice": 0.5608264811300865, + "FN": 131, + "FP": 4035, + "IoU": 0.3896864928215646, + "TN": 869334, + "TP": 2660, + "n_pred": 6695, + "n_ref": 2791 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.2309197651663405, + "FN": 41, + "FP": 352, + "IoU": 0.13053097345132744, + "TN": 875708, + "TP": 59, + "n_pred": 411, + "n_ref": 100 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8431578947368421, + "FN": 296, + "FP": 2, + "IoU": 0.7288444040036397, + "TN": 699829, + "TP": 801, + "n_pred": 803, + "n_ref": 1097 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8756371049949032, + "FN": 127, + "FP": 117, + "IoU": 0.7787851314596554, + "TN": 699825, + "TP": 859, + "n_pred": 976, + "n_ref": 986 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8384756746300416, + "FN": 3193, + "FP": 147, + "IoU": 0.7218752602215005, + "TN": 688919, + "TP": 8669, + "n_pred": 8816, + "n_ref": 11862 + }, + "8": { + "Dice": 0.9628423715762843, + "FN": 825, + "FP": 864, + "IoU": 0.9283471915832343, + "TN": 677356, + "TP": 21883, + "n_pred": 22747, + "n_ref": 22708 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8991945418364446, + "FN": 332, + "FP": 10306, + "IoU": 0.8168514565112596, + "TN": 993308, + "TP": 47446, + "n_pred": 57752, + "n_ref": 47778 + }, + "10": { + "Dice": 0.8377139166935744, + "FN": 1331, + "FP": 1182, + "IoU": 0.7207467496388488, + "TN": 1042393, + "TP": 6486, + "n_pred": 7668, + "n_ref": 7817 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7015522483597375, + "FN": 1717, + "FP": 148, + "IoU": 0.5403007148139019, + "TN": 1047335, + "TP": 2192, + "n_pred": 2340, + "n_ref": 3909 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9633005126535926, + "FN": 544, + "FP": 358, + "IoU": 0.9291993720565149, + "TN": 1038652, + "TP": 11838, + "n_pred": 12196, + "n_ref": 12382 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6420771901575001, + "FN": 6668, + "FP": 445, + "IoU": 0.4728377677314163, + "TN": 1037899, + "TP": 6380, + "n_pred": 6825, + "n_ref": 13048 + }, + "7": { + "Dice": 0.9057288808207034, + "FN": 1230, + "FP": 3236, + "IoU": 0.8277006172839506, + "TN": 1025472, + "TP": 21454, + "n_pred": 24690, + "n_ref": 22684 + }, + "8": { + "Dice": 0.9586150041220115, + "FN": 120, + "FP": 884, + "IoU": 0.9205193160227992, + "TN": 1038760, + "TP": 11628, + "n_pred": 12512, + "n_ref": 11748 + }, + "9": { + "Dice": 0.7030141843971631, + "FN": 201, + "FP": 469, + "IoU": 0.5420369104579631, + "TN": 1049929, + "TP": 793, + "n_pred": 1262, + "n_ref": 994 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7462406015037594, + "FN": 428, + "FP": 112, + "IoU": 0.5952023988005997, + "TN": 1050058, + "TP": 794, + "n_pred": 906, + "n_ref": 1222 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 253, + "IoU": 0.0, + "TN": 1051139, + "TP": 0, + "n_pred": 253, + "n_ref": 0 + }, + "5": { + "Dice": 0.49829351535836175, + "FN": 147, + "FP": 0, + "IoU": 0.33181818181818185, + "TN": 1051172, + "TP": 73, + "n_pred": 73, + "n_ref": 220 + }, + "6": { + "Dice": 0.8727836240449762, + "FN": 8259, + "FP": 2331, + "IoU": 0.7742822431101732, + "TN": 1004475, + "TP": 36327, + "n_pred": 38658, + "n_ref": 44586 + }, + "7": { + "Dice": 0.8762174759983303, + "FN": 13154, + "FP": 1080, + "IoU": 0.7797037747821646, + "TN": 986779, + "TP": 50379, + "n_pred": 51459, + "n_ref": 63533 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8633614482616746, + "FN": 2128, + "FP": 4514, + "IoU": 0.7595743140519801, + "TN": 1374230, + "TP": 20984, + "n_pred": 25498, + "n_ref": 23112 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.015518457559369857, + "FN": 4176, + "FP": 11, + "IoU": 0.007819905213270141, + "TN": 1397636, + "TP": 33, + "n_pred": 44, + "n_ref": 4209 + }, + "14": { + "Dice": 0.9657165301312984, + "FN": 595, + "FP": 627, + "IoU": 0.9337058536320729, + "TN": 1383423, + "TP": 17211, + "n_pred": 17838, + "n_ref": 17806 + }, + "15": { + "Dice": 0.9131047096479196, + "FN": 1004, + "FP": 3747, + "IoU": 0.8401036583313701, + "TN": 1372143, + "TP": 24962, + "n_pred": 28709, + "n_ref": 25966 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.4, + "FN": 9, + "FP": 0, + "IoU": 0.25, + "TN": 1401844, + "TP": 3, + "n_pred": 3, + "n_ref": 12 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9713744784206265, + "FN": 4475, + "FP": 7016, + "IoU": 0.9443421906634764, + "TN": 1195398, + "TP": 194967, + "n_pred": 201983, + "n_ref": 199442 + }, + "7": { + "Dice": 0.9674465681197627, + "FN": 1763, + "FP": 3769, + "IoU": 0.9369457678893017, + "TN": 1314122, + "TP": 82202, + "n_pred": 85971, + "n_ref": 83965 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 2395, + "FP": 0, + "IoU": 0.0, + "TN": 873765, + "TP": 0, + "n_pred": 0, + "n_ref": 2395 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.16137363020869686, + "FN": 1889, + "FP": 10126, + "IoU": 0.08776858249183812, + "TN": 862989, + "TP": 1156, + "n_pred": 11282, + "n_ref": 3045 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.811477472942361, + "FN": 3661, + "FP": 84, + "IoU": 0.6827615417196103, + "TN": 864355, + "TP": 8060, + "n_pred": 8144, + "n_ref": 11721 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7263294422827496, + "FN": 28, + "FP": 183, + "IoU": 0.570264765784114, + "TN": 875669, + "TP": 280, + "n_pred": 463, + "n_ref": 308 + }, + "7": { + "Dice": 0.0, + "FN": 265, + "FP": 0, + "IoU": 0.0, + "TN": 875895, + "TP": 0, + "n_pred": 0, + "n_ref": 265 + }, + "8": { + "Dice": 0.9239482832701847, + "FN": 488, + "FP": 1459, + "IoU": 0.8586467257151155, + "TN": 862386, + "TP": 11827, + "n_pred": 13286, + "n_ref": 12315 + }, + "9": { + "Dice": 0.7261799375669757, + "FN": 84, + "FP": 5793, + "IoU": 0.570080468178493, + "TN": 862490, + "TP": 7793, + "n_pred": 13586, + "n_ref": 7877 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9766920578234524, + "FN": 711, + "FP": 516, + "IoU": 0.9544458882494895, + "TN": 1024457, + "TP": 25708, + "n_pred": 26224, + "n_ref": 26419 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6667925430812028, + "FN": 1674, + "FP": 24797, + "IoU": 0.500141624336726, + "TN": 998435, + "TP": 26486, + "n_pred": 51283, + "n_ref": 28160 + }, + "15": { + "Dice": 0.8270465136727336, + "FN": 1247, + "FP": 4654, + "IoU": 0.7050974512743629, + "TN": 1031382, + "TP": 14109, + "n_pred": 18763, + "n_ref": 15356 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 1547, + "FP": 382, + "IoU": 0.0, + "TN": 874231, + "TP": 0, + "n_pred": 382, + "n_ref": 1547 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 1226618, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 207, + "IoU": 0.0, + "TN": 1226417, + "TP": 0, + "n_pred": 207, + "n_ref": 0 + }, + "14": { + "Dice": 0.9564784227360914, + "FN": 2481, + "FP": 839, + "IoU": 0.916587106175569, + "TN": 1186822, + "TP": 36482, + "n_pred": 37321, + "n_ref": 38963 + }, + "15": { + "Dice": 0.033123028391167195, + "FN": 0, + "FP": 1226, + "IoU": 0.016840417000801924, + "TN": 1225377, + "TP": 21, + "n_pred": 1247, + "n_ref": 21 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6629488574537541, + "FN": 2266, + "FP": 212, + "IoU": 0.4958290946083418, + "TN": 1221709, + "TP": 2437, + "n_pred": 2649, + "n_ref": 4703 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.974248398225727, + "FN": 1351, + "FP": 321, + "IoU": 0.9497897897897898, + "TN": 1193324, + "TP": 31628, + "n_pred": 31949, + "n_ref": 32979 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.946343085106383, + "FN": 277, + "FP": 1337, + "IoU": 0.8981510696030794, + "TN": 860313, + "TP": 14233, + "n_pred": 15570, + "n_ref": 14510 + }, + "10": { + "Dice": 0.0, + "FN": 111, + "FP": 0, + "IoU": 0.0, + "TN": 876049, + "TP": 0, + "n_pred": 0, + "n_ref": 111 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9268961733644219, + "FN": 66, + "FP": 467, + "IoU": 0.8637525562372188, + "TN": 872248, + "TP": 3379, + "n_pred": 3846, + "n_ref": 3445 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9634728271160765, + "FN": 1522, + "FP": 2336, + "IoU": 0.9295200862273699, + "TN": 821421, + "TP": 50881, + "n_pred": 53217, + "n_ref": 52403 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 902, + "IoU": 0.0, + "TN": 875258, + "TP": 0, + "n_pred": 902, + "n_ref": 0 + }, + "5": { + "Dice": 0.8633257403189066, + "FN": 464, + "FP": 976, + "IoU": 0.7595190380761523, + "TN": 870172, + "TP": 4548, + "n_pred": 5524, + "n_ref": 5012 + }, + "6": { + "Dice": 0.965188917485289, + "FN": 4797, + "FP": 3846, + "IoU": 0.9327199271385536, + "TN": 747697, + "TP": 119820, + "n_pred": 123666, + "n_ref": 124617 + }, + "7": { + "Dice": 0.9349826322723956, + "FN": 4526, + "FP": 1445, + "IoU": 0.8779036479633567, + "TN": 827256, + "TP": 42933, + "n_pred": 44378, + "n_ref": 47459 + }, + "8": { + "Dice": 0.9559164733178654, + "FN": 86, + "FP": 218, + "IoU": 0.9155555555555556, + "TN": 872560, + "TP": 3296, + "n_pred": 3514, + "n_ref": 3382 + }, + "9": { + "Dice": 0.8059701492537313, + "FN": 63, + "FP": 2, + "IoU": 0.675, + "TN": 875960, + "TP": 135, + "n_pred": 137, + "n_ref": 198 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2266, + "IoU": 0.0, + "TN": 698662, + "TP": 0, + "n_pred": 2266, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9741278196217563, + "FN": 787, + "FP": 1882, + "IoU": 0.9495606160823963, + "TN": 648013, + "TP": 50246, + "n_pred": 52128, + "n_ref": 51033 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8355519386153578, + "FN": 1244, + "FP": 1585, + "IoU": 0.7175519169329073, + "TN": 690912, + "TP": 7187, + "n_pred": 8772, + "n_ref": 8431 + }, + "6": { + "Dice": 0.9556046946759653, + "FN": 71, + "FP": 190, + "IoU": 0.9149837133550489, + "TN": 697858, + "TP": 2809, + "n_pred": 2999, + "n_ref": 2880 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 278, + "IoU": 0.0, + "TN": 700650, + "TP": 0, + "n_pred": 278, + "n_ref": 0 + }, + "8": { + "Dice": 0.9564794080420602, + "FN": 3184, + "FP": 392, + "IoU": 0.9165889158425079, + "TN": 658056, + "TP": 39296, + "n_pred": 39688, + "n_ref": 42480 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9558205910121871, + "FN": 263, + "FP": 3808, + "IoU": 0.9153796586917209, + "TN": 652819, + "TP": 44038, + "n_pred": 47846, + "n_ref": 44301 + }, + "10": { + "Dice": 0.9079339472563913, + "FN": 3075, + "FP": 1034, + "IoU": 0.8313910545752975, + "TN": 676558, + "TP": 20261, + "n_pred": 21295, + "n_ref": 23336 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8293720290217663, + "FN": 675, + "FP": 689, + "IoU": 0.7084847189570421, + "TN": 696249, + "TP": 3315, + "n_pred": 4004, + "n_ref": 3990 + }, + "13": { + "Dice": 0.8494090735798704, + "FN": 156, + "FP": 239, + "IoU": 0.7382372432074221, + "TN": 699419, + "TP": 1114, + "n_pred": 1353, + "n_ref": 1270 + }, + "14": { + "Dice": 0.7938171506170867, + "FN": 1755, + "FP": 24056, + "IoU": 0.658123393997192, + "TN": 625430, + "TP": 49687, + "n_pred": 73743, + "n_ref": 51442 + }, + "15": { + "Dice": 0.8665587355596411, + "FN": 1128, + "FP": 3735, + "IoU": 0.76453783953905, + "TN": 680275, + "TP": 15790, + "n_pred": 19525, + "n_ref": 16918 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9580305592370855, + "FN": 1568, + "FP": 1187, + "IoU": 0.9194420889499693, + "TN": 666729, + "TP": 31444, + "n_pred": 32631, + "n_ref": 33012 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8695652173913043, + "FN": 4, + "FP": 11, + "IoU": 0.7692307692307693, + "TN": 700863, + "TP": 50, + "n_pred": 61, + "n_ref": 54 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2833, + "IoU": 0.0, + "TN": 698095, + "TP": 0, + "n_pred": 2833, + "n_ref": 0 + }, + "8": { + "Dice": 0.9674190976327294, + "FN": 589, + "FP": 596, + "IoU": 0.9368942379380125, + "TN": 682150, + "TP": 17593, + "n_pred": 18189, + "n_ref": 18182 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.89475676357672, + "FN": 1755, + "FP": 4084, + "IoU": 0.80955642530985, + "TN": 1020732, + "TP": 24821, + "n_pred": 28905, + "n_ref": 26576 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.41973721793773205, + "FN": 7947, + "FP": 179, + "IoU": 0.26561229100768186, + "TN": 1040327, + "TP": 2939, + "n_pred": 3118, + "n_ref": 10886 + }, + "14": { + "Dice": 0.8831670822942643, + "FN": 1507, + "FP": 367, + "IoU": 0.7907781623311376, + "TN": 1042435, + "TP": 7083, + "n_pred": 7450, + "n_ref": 8590 + }, + "15": { + "Dice": 0.8893640967923466, + "FN": 470, + "FP": 513, + "IoU": 0.8007701661937576, + "TN": 1046458, + "TP": 3951, + "n_pred": 4464, + "n_ref": 4421 + }, + "2": { + "Dice": 0.0, + "FN": 283, + "FP": 0, + "IoU": 0.0, + "TN": 1051109, + "TP": 0, + "n_pred": 0, + "n_ref": 283 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 343, + "IoU": 0.0, + "TN": 1051049, + "TP": 0, + "n_pred": 343, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9625627125788115, + "FN": 2463, + "FP": 3932, + "IoU": 0.9278273725552157, + "TN": 962785, + "TP": 82212, + "n_pred": 86144, + "n_ref": 84675 + }, + "7": { + "Dice": 0.5936587179351002, + "FN": 342, + "FP": 7309, + "IoU": 0.4221299093655589, + "TN": 1038152, + "TP": 5589, + "n_pred": 12898, + "n_ref": 5931 + }, + "8": { + "Dice": 0.9413953488372093, + "FN": 100, + "FP": 1034, + "IoU": 0.8892794376098418, + "TN": 1041150, + "TP": 9108, + "n_pred": 10142, + "n_ref": 9208 + }, + "9": { + "Dice": 0.9256679488512319, + "FN": 246, + "FP": 1184, + "IoU": 0.8616218308496226, + "TN": 1041058, + "TP": 8904, + "n_pred": 10088, + "n_ref": 9150 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9606265422165003, + "FN": 726, + "FP": 375, + "IoU": 0.9242361684558217, + "TN": 861628, + "TP": 13431, + "n_pred": 13806, + "n_ref": 14157 + }, + "10": { + "Dice": 0.9376158122297714, + "FN": 983, + "FP": 330, + "IoU": 0.8825581395348837, + "TN": 864980, + "TP": 9867, + "n_pred": 10197, + "n_ref": 10850 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8883888388838884, + "FN": 541, + "FP": 203, + "IoU": 0.7991902834008097, + "TN": 872455, + "TP": 2961, + "n_pred": 3164, + "n_ref": 3502 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 326, + "IoU": 0.0, + "TN": 875834, + "TP": 0, + "n_pred": 326, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9808710201586306, + "FN": 657, + "FP": 532, + "IoU": 0.9624601395510372, + "TN": 844487, + "TP": 30484, + "n_pred": 31016, + "n_ref": 31141 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6394557823129252, + "FN": 249, + "FP": 16, + "IoU": 0.47, + "TN": 875660, + "TP": 235, + "n_pred": 251, + "n_ref": 484 + }, + "6": { + "Dice": 0.984968631200877, + "FN": 2332, + "FP": 246, + "IoU": 0.9703824546488518, + "TN": 789117, + "TP": 84465, + "n_pred": 84711, + "n_ref": 86797 + }, + "7": { + "Dice": 0.6689256527805462, + "FN": 864, + "FP": 17407, + "IoU": 0.5025456723569931, + "TN": 839431, + "TP": 18458, + "n_pred": 35865, + "n_ref": 19322 + }, + "8": { + "Dice": 0.9864398715356251, + "FN": 279, + "FP": 177, + "IoU": 0.9732425771623049, + "TN": 859118, + "TP": 16586, + "n_pred": 16763, + "n_ref": 16865 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9215781782756941, + "FN": 113, + "FP": 48, + "IoU": 0.8545618789521229, + "TN": 875053, + "TP": 946, + "n_pred": 994, + "n_ref": 1059 + }, + "10": { + "Dice": 0.9010259750834623, + "FN": 745, + "FP": 4117, + "IoU": 0.8198792279479865, + "TN": 849167, + "TP": 22131, + "n_pred": 26248, + "n_ref": 22876 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8984164441408433, + "FN": 5281, + "FP": 2898, + "IoU": 0.8155681331318917, + "TN": 831813, + "TP": 36168, + "n_pred": 39066, + "n_ref": 41449 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 5680, + "IoU": 0.0, + "TN": 870480, + "TP": 0, + "n_pred": 5680, + "n_ref": 0 + }, + "3": { + "Dice": 0.8732864704212653, + "FN": 7328, + "FP": 261, + "IoU": 0.7750740960284529, + "TN": 842420, + "TP": 26151, + "n_pred": 26412, + "n_ref": 33479 + }, + "4": { + "Dice": 0.8713711990820424, + "FN": 761, + "FP": 360, + "IoU": 0.7720618137454249, + "TN": 871242, + "TP": 3797, + "n_pred": 4157, + "n_ref": 4558 + }, + "5": { + "Dice": 0.8894274739345162, + "FN": 1784, + "FP": 634, + "IoU": 0.8008729309066952, + "TN": 864017, + "TP": 9725, + "n_pred": 10359, + "n_ref": 11509 + }, + "6": { + "Dice": 0.946694477192346, + "FN": 1499, + "FP": 1440, + "IoU": 0.8987843096738644, + "TN": 847123, + "TP": 26098, + "n_pred": 27538, + "n_ref": 27597 + }, + "7": { + "Dice": 0.7732880416413168, + "FN": 7039, + "FP": 19791, + "IoU": 0.6303745849807817, + "TN": 803573, + "TP": 45757, + "n_pred": 65548, + "n_ref": 52796 + }, + "8": { + "Dice": 0.9809041547190531, + "FN": 142, + "FP": 484, + "IoU": 0.9625239463601533, + "TN": 859456, + "TP": 16078, + "n_pred": 16562, + "n_ref": 16220 + }, + "9": { + "Dice": 0.8472560151392268, + "FN": 227, + "FP": 338, + "IoU": 0.7349906191369606, + "TN": 874028, + "TP": 1567, + "n_pred": 1905, + "n_ref": 1794 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9397257116514924, + "FN": 46, + "FP": 477, + "IoU": 0.8863043478260869, + "TN": 871560, + "TP": 4077, + "n_pred": 4554, + "n_ref": 4123 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 876155, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 425, + "IoU": 0.0, + "TN": 875735, + "TP": 0, + "n_pred": 425, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8235365336884799, + "FN": 766, + "FP": 2149, + "IoU": 0.700010291242153, + "TN": 866443, + "TP": 6802, + "n_pred": 8951, + "n_ref": 7568 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9489008870034709, + "FN": 7264, + "FP": 1746, + "IoU": 0.9027701339203816, + "TN": 783493, + "TP": 83657, + "n_pred": 85403, + "n_ref": 90921 + }, + "7": { + "Dice": 0.8785336166228528, + "FN": 2407, + "FP": 966, + "IoU": 0.7833793590649284, + "TN": 860589, + "TP": 12198, + "n_pred": 13164, + "n_ref": 14605 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.971834289632276, + "FN": 680, + "FP": 2442, + "IoU": 0.9452117298141551, + "TN": 819177, + "TP": 53861, + "n_pred": 56303, + "n_ref": 54541 + }, + "10": { + "Dice": 0.5932835820895522, + "FN": 217, + "FP": 1, + "IoU": 0.4217506631299735, + "TN": 875783, + "TP": 159, + "n_pred": 160, + "n_ref": 376 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.949422713829805, + "FN": 4206, + "FP": 1848, + "IoU": 0.9037152490616451, + "TN": 813284, + "TP": 56822, + "n_pred": 58670, + "n_ref": 61028 + }, + "15": { + "Dice": 0.8934178066831128, + "FN": 1998, + "FP": 1804, + "IoU": 0.8073668743983381, + "TN": 856423, + "TP": 15935, + "n_pred": 17739, + "n_ref": 17933 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9758443589007748, + "FN": 1178, + "FP": 1263, + "IoU": 0.9528281832763252, + "TN": 824413, + "TP": 49306, + "n_pred": 50569, + "n_ref": 50484 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9407531165659941, + "FN": 273, + "FP": 188, + "IoU": 0.8881339480708565, + "TN": 872039, + "TP": 3660, + "n_pred": 3848, + "n_ref": 3933 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 28944, + "IoU": 0.0, + "TN": 671984, + "TP": 0, + "n_pred": 28944, + "n_ref": 0 + }, + "10": { + "Dice": 0.679353386535707, + "FN": 1596, + "FP": 4672, + "IoU": 0.5144096684226837, + "TN": 688020, + "TP": 6640, + "n_pred": 11312, + "n_ref": 8236 + }, + "11": { + "Dice": 0.5827269851312876, + "FN": 2170, + "FP": 468, + "IoU": 0.41116071428571427, + "TN": 696448, + "TP": 1842, + "n_pred": 2310, + "n_ref": 4012 + }, + "12": { + "Dice": 0.8888888888888888, + "FN": 1, + "FP": 1, + "IoU": 0.8, + "TN": 700918, + "TP": 8, + "n_pred": 9, + "n_ref": 9 + }, + "13": { + "Dice": 0.7951816187678923, + "FN": 3778, + "FP": 1731, + "IoU": 0.6600012343393199, + "TN": 684725, + "TP": 10694, + "n_pred": 12425, + "n_ref": 14472 + }, + "14": { + "Dice": 0.8988181711099769, + "FN": 3437, + "FP": 1717, + "IoU": 0.8162304784996078, + "TN": 672882, + "TP": 22892, + "n_pred": 24609, + "n_ref": 26329 + }, + "15": { + "Dice": 0.7809461805555555, + "FN": 8695, + "FP": 1399, + "IoU": 0.6406166553921743, + "TN": 672841, + "TP": 17993, + "n_pred": 19392, + "n_ref": 26688 + }, + "2": { + "Dice": 0.9448875508324159, + "FN": 2147, + "FP": 306, + "IoU": 0.8955325582385759, + "TN": 677447, + "TP": 21028, + "n_pred": 21334, + "n_ref": 23175 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6341958099346987, + "FN": 1689, + "FP": 60715, + "IoU": 0.46433874968883854, + "TN": 584429, + "TP": 54095, + "n_pred": 114810, + "n_ref": 55784 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 16621, + "IoU": 0.0, + "TN": 684307, + "TP": 0, + "n_pred": 16621, + "n_ref": 0 + }, + "8": { + "Dice": 0.9651177959247567, + "FN": 534, + "FP": 803, + "IoU": 0.9325871023042404, + "TN": 681095, + "TP": 18496, + "n_pred": 19299, + "n_ref": 19030 + }, + "9": { + "Dice": 0.9771021878569546, + "FN": 546, + "FP": 757, + "IoU": 0.9552295217152281, + "TN": 671824, + "TP": 27801, + "n_pred": 28558, + "n_ref": 28347 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9346817101241462, + "FN": 257, + "FP": 3205, + "IoU": 0.8773731935392463, + "TN": 1023160, + "TP": 24770, + "n_pred": 27975, + "n_ref": 25027 + }, + "10": { + "Dice": 0.7498450733319562, + "FN": 1174, + "FP": 37, + "IoU": 0.599801718440185, + "TN": 1048366, + "TP": 1815, + "n_pred": 1852, + "n_ref": 2989 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9393584244547816, + "FN": 999, + "FP": 4020, + "IoU": 0.8856511437163948, + "TN": 1007500, + "TP": 38873, + "n_pred": 42893, + "n_ref": 39872 + }, + "15": { + "Dice": 0.8678303737612556, + "FN": 3589, + "FP": 9548, + "IoU": 0.7665197454946149, + "TN": 995126, + "TP": 43129, + "n_pred": 52677, + "n_ref": 46718 + }, + "2": { + "Dice": 0.5039950829748002, + "FN": 114, + "FP": 693, + "IoU": 0.3368940016433854, + "TN": 1050175, + "TP": 410, + "n_pred": 1103, + "n_ref": 524 + }, + "3": { + "Dice": 0.9665728682677835, + "FN": 2985, + "FP": 2123, + "IoU": 0.9353081979255057, + "TN": 972433, + "TP": 73851, + "n_pred": 75974, + "n_ref": 76836 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 817, + "FP": 0, + "IoU": 0.0, + "TN": 1050575, + "TP": 0, + "n_pred": 0, + "n_ref": 817 + }, + "7": { + "Dice": 0.8451629962603407, + "FN": 3615, + "FP": 484, + "IoU": 0.7318461337171268, + "TN": 1036106, + "TP": 11187, + "n_pred": 11671, + "n_ref": 14802 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9303834808259587, + "FN": 155, + "FP": 317, + "IoU": 0.8698290126861555, + "TN": 872534, + "TP": 3154, + "n_pred": 3471, + "n_ref": 3309 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8998562529947293, + "FN": 151, + "FP": 58, + "IoU": 0.8179442508710801, + "TN": 875012, + "TP": 939, + "n_pred": 997, + "n_ref": 1090 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9863963416584055, + "FN": 2962, + "FP": 1292, + "IoU": 0.9731578349591752, + "TN": 717678, + "TP": 154228, + "n_pred": 155520, + "n_ref": 157190 + }, + "7": { + "Dice": 0.9770089400181193, + "FN": 1338, + "FP": 1352, + "IoU": 0.9550512983323864, + "TN": 816314, + "TP": 57156, + "n_pred": 58508, + "n_ref": 58494 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8776522929500342, + "FN": 658, + "FP": 772, + "IoU": 0.7819789602073487, + "TN": 869601, + "TP": 5129, + "n_pred": 5901, + "n_ref": 5787 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9266597573614582, + "FN": 227, + "FP": 976, + "IoU": 0.8633420424855163, + "TN": 867357, + "TP": 7600, + "n_pred": 8576, + "n_ref": 7827 + }, + "6": { + "Dice": 0.9489932079100799, + "FN": 1101, + "FP": 3142, + "IoU": 0.9029372740998307, + "TN": 832446, + "TP": 39471, + "n_pred": 42613, + "n_ref": 40572 + }, + "7": { + "Dice": 0.9534467839630805, + "FN": 1176, + "FP": 438, + "IoU": 0.9110351670157645, + "TN": 858018, + "TP": 16528, + "n_pred": 16966, + "n_ref": 17704 + }, + "8": { + "Dice": 0.957350404864217, + "FN": 48, + "FP": 1411, + "IoU": 0.9181899742065717, + "TN": 858326, + "TP": 16375, + "n_pred": 17786, + "n_ref": 16423 + }, + "9": { + "Dice": 0.8685048239384887, + "FN": 2122, + "FP": 563, + "IoU": 0.7675727146814404, + "TN": 864608, + "TP": 8867, + "n_pred": 9430, + "n_ref": 10989 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8266009186706296, + "FN": 1143, + "FP": 3991, + "IoU": 0.7044499453111508, + "TN": 1034021, + "TP": 12237, + "n_pred": 16228, + "n_ref": 13380 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7258114374034003, + "FN": 554, + "FP": 333, + "IoU": 0.5696263949539059, + "TN": 1049331, + "TP": 1174, + "n_pred": 1507, + "n_ref": 1728 + }, + "13": { + "Dice": 0.864068085106383, + "FN": 3447, + "FP": 546, + "IoU": 0.760668904339487, + "TN": 1034708, + "TP": 12691, + "n_pred": 13237, + "n_ref": 16138 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9453616352201258, + "FN": 127, + "FP": 151, + "IoU": 0.8963846440551622, + "TN": 1048709, + "TP": 2405, + "n_pred": 2556, + "n_ref": 2532 + }, + "4": { + "Dice": 0.5910912090502003, + "FN": 1454, + "FP": 281, + "IoU": 0.41953830712612916, + "TN": 1048403, + "TP": 1254, + "n_pred": 1535, + "n_ref": 2708 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.957921767826371, + "FN": 2255, + "FP": 5217, + "IoU": 0.9192417020632707, + "TN": 958869, + "TP": 85051, + "n_pred": 90268, + "n_ref": 87306 + }, + "7": { + "Dice": 0.889345850096856, + "FN": 6582, + "FP": 844, + "IoU": 0.8007405817323173, + "TN": 1014124, + "TP": 29842, + "n_pred": 30686, + "n_ref": 36424 + }, + "8": { + "Dice": 0.9609148318825739, + "FN": 146, + "FP": 541, + "IoU": 0.9247700394218134, + "TN": 1042260, + "TP": 8445, + "n_pred": 8986, + "n_ref": 8591 + }, + "9": { + "Dice": 0.8547826086956521, + "FN": 193, + "FP": 141, + "IoU": 0.7463933181473045, + "TN": 1050075, + "TP": 983, + "n_pred": 1124, + "n_ref": 1176 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9164467897977133, + "FN": 10, + "FP": 85, + "IoU": 0.8457792207792207, + "TN": 700312, + "TP": 521, + "n_pred": 606, + "n_ref": 531 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1055, + "IoU": 0.0, + "TN": 699873, + "TP": 0, + "n_pred": 1055, + "n_ref": 0 + }, + "11": { + "Dice": 0.7978937290569651, + "FN": 1511, + "FP": 600, + "IoU": 0.6637464160560688, + "TN": 694650, + "TP": 4167, + "n_pred": 4767, + "n_ref": 5678 + }, + "12": { + "Dice": 0.907697666318356, + "FN": 219, + "FP": 46, + "IoU": 0.8309948979591837, + "TN": 699360, + "TP": 1303, + "n_pred": 1349, + "n_ref": 1522 + }, + "13": { + "Dice": 0.9404704752760442, + "FN": 187, + "FP": 61, + "IoU": 0.8876302673312189, + "TN": 698721, + "TP": 1959, + "n_pred": 2020, + "n_ref": 2146 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.974658397131505, + "FN": 988, + "FP": 58, + "IoU": 0.9505694437881007, + "TN": 679767, + "TP": 20115, + "n_pred": 20173, + "n_ref": 21103 + }, + "3": { + "Dice": 0.9764328333372952, + "FN": 2682, + "FP": 2275, + "IoU": 0.953950913178381, + "TN": 593282, + "TP": 102689, + "n_pred": 104964, + "n_ref": 105371 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9851673148197475, + "FN": 1260, + "FP": 689, + "IoU": 0.9707682154962954, + "TN": 634254, + "TP": 64725, + "n_pred": 65414, + "n_ref": 65985 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5721, + "IoU": 0.0, + "TN": 695207, + "TP": 0, + "n_pred": 5721, + "n_ref": 0 + }, + "8": { + "Dice": 0.9585744745659458, + "FN": 113, + "FP": 159, + "IoU": 0.9204445744369699, + "TN": 697509, + "TP": 3147, + "n_pred": 3306, + "n_ref": 3260 + }, + "9": { + "Dice": 0.9586770633216559, + "FN": 540, + "FP": 557, + "IoU": 0.9206337722471423, + "TN": 687106, + "TP": 12725, + "n_pred": 13282, + "n_ref": 13265 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0403.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8259860788863109, + "FN": 67, + "FP": 8, + "IoU": 0.7035573122529645, + "TN": 875907, + "TP": 178, + "n_pred": 186, + "n_ref": 245 + }, + "10": { + "Dice": 0.758501015322134, + "FN": 12393, + "FP": 7230, + "IoU": 0.6109558080057099, + "TN": 825721, + "TP": 30816, + "n_pred": 38046, + "n_ref": 43209 + }, + "11": { + "Dice": 0.6618181818181819, + "FN": 112, + "FP": 167, + "IoU": 0.4945652173913043, + "TN": 875608, + "TP": 273, + "n_pred": 440, + "n_ref": 385 + }, + "12": { + "Dice": 0.6339941262848752, + "FN": 1559, + "FP": 435, + "IoU": 0.4641225477022306, + "TN": 872439, + "TP": 1727, + "n_pred": 2162, + "n_ref": 3286 + }, + "13": { + "Dice": 0.7424736014378791, + "FN": 3125, + "FP": 6045, + "IoU": 0.5904238688641744, + "TN": 853771, + "TP": 13219, + "n_pred": 19264, + "n_ref": 16344 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9361967009025832, + "FN": 187, + "FP": 18, + "IoU": 0.8800468110005851, + "TN": 874451, + "TP": 1504, + "n_pred": 1522, + "n_ref": 1691 + }, + "3": { + "Dice": 0.9718830409356725, + "FN": 831, + "FP": 371, + "IoU": 0.9453039679650528, + "TN": 854184, + "TP": 20774, + "n_pred": 21145, + "n_ref": 21605 + }, + "4": { + "Dice": 0.012452107279693486, + "FN": 2062, + "FP": 0, + "IoU": 0.006265060240963855, + "TN": 874085, + "TP": 13, + "n_pred": 13, + "n_ref": 2075 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9348635019996522, + "FN": 828, + "FP": 1045, + "IoU": 0.8776936136868225, + "TN": 860846, + "TP": 13441, + "n_pred": 14486, + "n_ref": 14269 + }, + "7": { + "Dice": 0.6211099020674646, + "FN": 20701, + "FP": 17601, + "IoU": 0.45044191919191917, + "TN": 806464, + "TP": 31394, + "n_pred": 48995, + "n_ref": 52095 + }, + "8": { + "Dice": 0.965230064542994, + "FN": 230, + "FP": 438, + "IoU": 0.9327967806841047, + "TN": 866220, + "TP": 9272, + "n_pred": 9710, + "n_ref": 9502 + }, + "9": { + "Dice": 0.9447357805566761, + "FN": 1529, + "FP": 1074, + "IoU": 0.8952599388379205, + "TN": 851308, + "TP": 22249, + "n_pred": 23323, + "n_ref": 23778 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2775627/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset196_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200__precomputed-queries__unc-random-label2__seed-12345/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.7071865722624243, + "FN": 1196.6017777777774, + "FP": 1061.5262222222223, + "IoU": 0.6298132743777829, + "TN": 922003.2942222221, + "TP": 10309.244444444445, + "n_pred": 11370.770666666667, + "n_ref": 11505.846222222222 + }, + "mean": { + "1": { + "Dice": 0.827572689803806, + "FN": 573.7733333333333, + "FP": 889.4933333333335, + "IoU": 0.78078246518858, + "TN": 920414.7666666666, + "TP": 12692.633333333335, + "n_pred": 13582.126666666667, + "n_ref": 13266.406666666666 + }, + "10": { + "Dice": 0.6451863282120952, + "FN": 1669.0466666666666, + "FP": 1345.2933333333335, + "IoU": 0.5526493274275674, + "TN": 924655.3666666666, + "TP": 6900.960000000001, + "n_pred": 8246.253333333334, + "n_ref": 8570.006666666668 + }, + "11": { + "Dice": 0.6068958804392107, + "FN": 123.13333333333333, + "FP": 101.94000000000001, + "IoU": 0.4832622446429647, + "TN": 933995.5866666667, + "TP": 350.0066666666667, + "n_pred": 451.9466666666666, + "n_ref": 473.14 + }, + "12": { + "Dice": 0.548193146323357, + "FN": 246.57333333333335, + "FP": 125.36666666666667, + "IoU": 0.4417710395987336, + "TN": 933746.8799999999, + "TP": 451.84666666666664, + "n_pred": 577.2133333333334, + "n_ref": 698.42 + }, + "13": { + "Dice": 0.5991802982852822, + "FN": 2107.0133333333333, + "FP": 1156.1666666666665, + "IoU": 0.500204183960369, + "TN": 926473.9866666667, + "TP": 4833.499999999999, + "n_pred": 5989.666666666666, + "n_ref": 6940.513333333333 + }, + "14": { + "Dice": 0.6479812932509739, + "FN": 2498.333333333333, + "FP": 2685.8599999999997, + "IoU": 0.5913714838332607, + "TN": 917484.4866666667, + "TP": 11901.986666666668, + "n_pred": 14587.846666666668, + "n_ref": 14400.319999999998 + }, + "15": { + "Dice": 0.5531834595906341, + "FN": 1519.1200000000001, + "FP": 856.7, + "IoU": 0.45795053288885496, + "TN": 927922.32, + "TP": 4272.526666666667, + "n_pred": 5129.2266666666665, + "n_ref": 5791.646666666666 + }, + "2": { + "Dice": 0.7798253269753526, + "FN": 618.8933333333334, + "FP": 475.3, + "IoU": 0.7308288624969604, + "TN": 924269.0199999999, + "TP": 9207.453333333333, + "n_pred": 9682.753333333332, + "n_ref": 9826.346666666666 + }, + "3": { + "Dice": 0.849923318680276, + "FN": 793.4733333333334, + "FP": 696.8933333333334, + "IoU": 0.8039780460598293, + "TN": 921753.4199999999, + "TP": 11326.880000000001, + "n_pred": 12023.773333333334, + "n_ref": 12120.353333333334 + }, + "4": { + "Dice": 0.5763333949997941, + "FN": 510.0466666666666, + "FP": 370.18666666666667, + "IoU": 0.501909215828073, + "TN": 930739.7933333333, + "TP": 2950.6400000000003, + "n_pred": 3320.826666666667, + "n_ref": 3460.686666666667 + }, + "5": { + "Dice": 0.6430579304554356, + "FN": 464.02, + "FP": 263.27333333333337, + "IoU": 0.5357430692834083, + "TN": 932483.8733333333, + "TP": 1359.5, + "n_pred": 1622.7733333333333, + "n_ref": 1823.52 + }, + "6": { + "Dice": 0.8819958197373527, + "FN": 2291.7, + "FP": 3296.5199999999995, + "IoU": 0.8319916773685115, + "TN": 874834.2466666667, + "TP": 54148.2, + "n_pred": 57444.719999999994, + "n_ref": 56439.9 + }, + "7": { + "Dice": 0.7146987126955987, + "FN": 3277.28, + "FP": 2309.88, + "IoU": 0.6360027023364918, + "TN": 911811.0200000001, + "TP": 17172.486666666668, + "n_pred": 19482.366666666665, + "n_ref": 20449.766666666666 + }, + "8": { + "Dice": 0.9222717686237388, + "FN": 541.26, + "FP": 537.1933333333334, + "IoU": 0.8716620779450579, + "TN": 923304.2866666667, + "TP": 10187.926666666666, + "n_pred": 10725.12, + "n_ref": 10729.186666666666 + }, + "9": { + "Dice": 0.8114992158634576, + "FN": 715.3599999999999, + "FP": 812.8266666666666, + "IoU": 0.7270921868080829, + "TN": 926160.3600000001, + "TP": 6882.12, + "n_pred": 7694.946666666666, + "n_ref": 7597.4800000000005 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/loop_000/summary.json b/nnActive_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/loop_000/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fad3e4a087aa56d94717d2f089b0440aae28b84e --- /dev/null +++ b/nnActive_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/loop_000/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.8022041955144561, + "FN": 23749.440000000002, + "FP": 21183.84933333333, + "IoU": 0.7032555258264047, + "TN": 96249186.46000001, + "TP": 162841.09066666663, + "n_pred": 184024.94000000003, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.9038203547990755, + "FN": 14071.66, + "FP": 18623.52, + "IoU": 0.8441094537636917, + "TN": 96244049.18, + "TP": 180216.48, + "n_pred": 198840.0, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.7724387470130971, + "FN": 15412.22, + "FP": 16293.08, + "IoU": 0.652137783139473, + "TN": 96366445.2, + "TP": 58810.34, + "n_pred": 75103.42, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.7413880205005574, + "FN": 1085.52, + "FP": 627.64, + "IoU": 0.6010421388833137, + "TN": 96452632.82, + "TP": 2614.86, + "n_pred": 3242.5, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.7346523758154424, + "FN": 1295.66, + "FP": 649.72, + "IoU": 0.5988550816600348, + "TN": 96452074.46, + "TP": 2941.0, + "n_pred": 3590.72, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.684360255637003, + "FN": 19694.38, + "FP": 13109.42, + "IoU": 0.5468149516775626, + "TN": 96385993.28, + "TP": 38163.76, + "n_pred": 51273.18, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.7417682784587861, + "FN": 51175.4, + "FP": 19355.48, + "IoU": 0.6360113101793289, + "TN": 96299247.22, + "TP": 87182.74, + "n_pred": 106538.22, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.6817549562227795, + "FN": 11757.76, + "FP": 23888.92, + "IoU": 0.5644380855035563, + "TN": 96379024.88, + "TP": 42289.28, + "n_pred": 66178.2, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.8746840580921054, + "FN": 24620.96, + "FP": 11337.62, + "IoU": 0.800719418131405, + "TN": 96288781.52, + "TP": 132220.74, + "n_pred": 143558.36, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.8906521296294433, + "FN": 12826.08, + "FP": 29770.94, + "IoU": 0.8139697456845881, + "TN": 96263787.32, + "TP": 150576.5, + "n_pred": 180347.44, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.7044527410731567, + "FN": 6928.28, + "FP": 4884.74, + "IoU": 0.6198726053821875, + "TN": 96425498.6, + "TP": 19649.22, + "n_pred": 24533.96, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.7737134232280085, + "FN": 5571.56, + "FP": 3084.64, + "IoU": 0.645614533639617, + "TN": 96436724.04, + "TP": 11580.6, + "n_pred": 14665.24, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9374970523025733, + "FN": 68266.04, + "FP": 117814.96, + "IoU": 0.8871534758245816, + "TN": 94979922.26, + "TP": 1290957.58, + "n_pred": 1408772.54, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.7830207012633208, + "FN": 102856.32, + "FP": 39618.5, + "IoU": 0.6765969025752004, + "TN": 96078417.68, + "TP": 236068.34, + "n_pred": 275686.84, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.93177650274109, + "FN": 11486.6, + "FP": 9811.8, + "IoU": 0.8741415768754394, + "TN": 96314779.86, + "TP": 120882.58, + "n_pred": 130694.38, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.8770833359404022, + "FN": 9193.16, + "FP": 8886.76, + "IoU": 0.7873558244760888, + "TN": 96370418.58, + "TP": 68462.34, + "n_pred": 77349.1, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9379393305439331, + "FN": 3023, + "FP": 8843, + "IoU": 0.883131592684152, + "TN": 119491787, + "TP": 89667, + "n_pred": 98510, + "n_ref": 92690 + }, + "10": { + "Dice": 0.7459938133074544, + "FN": 13839, + "FP": 28039, + "IoU": 0.5948884632499468, + "TN": 119489946, + "TP": 61496, + "n_pred": 89535, + "n_ref": 75335 + }, + "11": { + "Dice": 0.7739486868073479, + "FN": 997, + "FP": 492, + "IoU": 0.6312530955918771, + "TN": 119589282, + "TP": 2549, + "n_pred": 3041, + "n_ref": 3546 + }, + "12": { + "Dice": 0.7837660920794239, + "FN": 873, + "FP": 1109, + "IoU": 0.6444205238607822, + "TN": 119587746, + "TP": 3592, + "n_pred": 4701, + "n_ref": 4465 + }, + "13": { + "Dice": 0.5194562296356817, + "FN": 26372, + "FP": 22445, + "IoU": 0.3508550304513178, + "TN": 119518118, + "TP": 26385, + "n_pred": 48830, + "n_ref": 52757 + }, + "14": { + "Dice": 0.42460916558315515, + "FN": 178579, + "FP": 8171, + "IoU": 0.2695262383828269, + "TN": 119337664, + "TP": 68906, + "n_pred": 77077, + "n_ref": 247485 + }, + "15": { + "Dice": 0.011623637527144551, + "FN": 31755, + "FP": 156675, + "IoU": 0.005845793455665882, + "TN": 119403782, + "TP": 1108, + "n_pred": 157783, + "n_ref": 32863 + }, + "2": { + "Dice": 0.95242905394741, + "FN": 5024, + "FP": 8539, + "IoU": 0.9091785692762008, + "TN": 119443983, + "TP": 135774, + "n_pred": 144313, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9582045196453646, + "FN": 6262, + "FP": 8055, + "IoU": 0.9197625999674948, + "TN": 119414887, + "TP": 164116, + "n_pred": 172171, + "n_ref": 170378 + }, + "4": { + "Dice": 0.7982134311692455, + "FN": 25162, + "FP": 1403, + "IoU": 0.6641890098221397, + "TN": 119514213, + "TP": 52542, + "n_pred": 53945, + "n_ref": 77704 + }, + "5": { + "Dice": 0.1892547383549749, + "FN": 54783, + "FP": 26448, + "IoU": 0.10451759414410441, + "TN": 119502608, + "TP": 9481, + "n_pred": 35929, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9704972781338173, + "FN": 25356, + "FP": 44963, + "IoU": 0.9426854903060322, + "TN": 118366423, + "TP": 1156578, + "n_pred": 1201541, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 174497, + "IoU": 0.0, + "TN": 119418823, + "TP": 0, + "n_pred": 174497, + "n_ref": 0 + }, + "8": { + "Dice": 0.8606435010094691, + "FN": 44374, + "FP": 34038, + "IoU": 0.7553768304933519, + "TN": 119272778, + "TP": 242130, + "n_pred": 276168, + "n_ref": 286504 + }, + "9": { + "Dice": 0.8441715560466303, + "FN": 16177, + "FP": 6106, + "IoU": 0.7303606001936108, + "TN": 119510680, + "TP": 60357, + "n_pred": 66463, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9089518821603928, + "FN": 15010, + "FP": 19759, + "IoU": 0.833099720624802, + "TN": 72617338, + "TP": 173553, + "n_pred": 193312, + "n_ref": 188563 + }, + "10": { + "Dice": 0.7665275972915669, + "FN": 12414, + "FP": 21722, + "IoU": 0.6214387898816719, + "TN": 72735487, + "TP": 56037, + "n_pred": 77759, + "n_ref": 68451 + }, + "11": { + "Dice": 0.7393915132105685, + "FN": 400, + "FP": 902, + "IoU": 0.5865354080660528, + "TN": 72822511, + "TP": 1847, + "n_pred": 2749, + "n_ref": 2247 + }, + "12": { + "Dice": 0.7308541348276447, + "FN": 722, + "FP": 863, + "IoU": 0.5758629917045759, + "TN": 72821923, + "TP": 2152, + "n_pred": 3015, + "n_ref": 2874 + }, + "13": { + "Dice": 0.7715541301722301, + "FN": 12172, + "FP": 10337, + "IoU": 0.6280733641771316, + "TN": 72765140, + "TP": 38011, + "n_pred": 48348, + "n_ref": 50183 + }, + "14": { + "Dice": 0.7997905643738977, + "FN": 4331, + "FP": 31995, + "IoU": 0.6663758346114637, + "TN": 72716777, + "TP": 72557, + "n_pred": 104552, + "n_ref": 76888 + }, + "15": { + "Dice": 0.5516769935935076, + "FN": 11007, + "FP": 40148, + "IoU": 0.3809074295949364, + "TN": 72743031, + "TP": 31474, + "n_pred": 71622, + "n_ref": 42481 + }, + "2": { + "Dice": 0.9543153228616117, + "FN": 7103, + "FP": 5223, + "IoU": 0.9126224604086031, + "TN": 72684594, + "TP": 128740, + "n_pred": 133963, + "n_ref": 135843 + }, + "3": { + "Dice": 0.9653916925937986, + "FN": 4117, + "FP": 4704, + "IoU": 0.9330987250760328, + "TN": 72693809, + "TP": 123030, + "n_pred": 127734, + "n_ref": 127147 + }, + "4": { + "Dice": 0.862966528436019, + "FN": 3703, + "FP": 3699, + "IoU": 0.7589631704060699, + "TN": 72794951, + "TP": 23307, + "n_pred": 27006, + "n_ref": 27010 + }, + "5": { + "Dice": 0.8300514235544965, + "FN": 2021, + "FP": 689, + "IoU": 0.7094768439108061, + "TN": 72816332, + "TP": 6618, + "n_pred": 7307, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9623328176106307, + "FN": 35324, + "FP": 56460, + "IoU": 0.9274002627651085, + "TN": 71561413, + "TP": 1172463, + "n_pred": 1228923, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.8558972647228638, + "FN": 49132, + "FP": 14762, + "IoU": 0.7480947631119329, + "TN": 72572017, + "TP": 189749, + "n_pred": 204511, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9314924821402474, + "FN": 4017, + "FP": 3952, + "IoU": 0.8717697036011972, + "TN": 72763514, + "TP": 54177, + "n_pred": 58129, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8616673571790269, + "FN": 12472, + "FP": 8563, + "IoU": 0.7569556777741832, + "TN": 72739112, + "TP": 65513, + "n_pred": 74076, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9620897459309713, + "FN": 12427, + "FP": 7087, + "IoU": 0.9269488784402983, + "TN": 71542360, + "TP": 247614, + "n_pred": 254701, + "n_ref": 260041 + }, + "10": { + "Dice": 0.825224170678917, + "FN": 18989, + "FP": 12665, + "IoU": 0.7024524595095081, + "TN": 71703105, + "TP": 74729, + "n_pred": 87394, + "n_ref": 93718 + }, + "11": { + "Dice": 0.6984625039221839, + "FN": 1143, + "FP": 779, + "IoU": 0.5366441658630665, + "TN": 71805340, + "TP": 2226, + "n_pred": 3005, + "n_ref": 3369 + }, + "12": { + "Dice": 0.6913039670724231, + "FN": 2562, + "FP": 963, + "IoU": 0.5282387580299786, + "TN": 71802016, + "TP": 3947, + "n_pred": 4910, + "n_ref": 6509 + }, + "13": { + "Dice": 0.7872422101523258, + "FN": 15708, + "FP": 10341, + "IoU": 0.6491339134182808, + "TN": 71735246, + "TP": 48193, + "n_pred": 58534, + "n_ref": 63901 + }, + "14": { + "Dice": 0.2877963892975668, + "FN": 432286, + "FP": 12587, + "IoU": 0.1680853769368574, + "TN": 71274730, + "TP": 89885, + "n_pred": 102472, + "n_ref": 522171 + }, + "15": { + "Dice": 0.7482703015601742, + "FN": 72080, + "FP": 978, + "IoU": 0.5977890454247664, + "TN": 71627847, + "TP": 108583, + "n_pred": 109561, + "n_ref": 180663 + }, + "2": { + "Dice": 0.915877689996365, + "FN": 9556, + "FP": 15669, + "IoU": 0.8448102963523498, + "TN": 71646945, + "TP": 137318, + "n_pred": 152987, + "n_ref": 146874 + }, + "3": { + "Dice": 0.9384839433206127, + "FN": 8423, + "FP": 14725, + "IoU": 0.8840977368315642, + "TN": 71609768, + "TP": 176572, + "n_pred": 191297, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7281600226982551, + "FN": 1143, + "FP": 8438, + "IoU": 0.5725248739570785, + "TN": 71787075, + "TP": 12832, + "n_pred": 21270, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8773050675185131, + "FN": 1280, + "FP": 1255, + "IoU": 0.781427832384894, + "TN": 71797890, + "TP": 9063, + "n_pred": 10318, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9495352277769935, + "FN": 30662, + "FP": 98754, + "IoU": 0.9039191535833948, + "TN": 70462539, + "TP": 1217533, + "n_pred": 1316287, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.9115055171288887, + "FN": 28375, + "FP": 11773, + "IoU": 0.837400217890512, + "TN": 71562575, + "TP": 206765, + "n_pred": 218538, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9403446641893408, + "FN": 5825, + "FP": 3743, + "IoU": 0.8874061521805644, + "TN": 71724510, + "TP": 75410, + "n_pred": 79153, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8838381459324509, + "FN": 13104, + "FP": 6624, + "IoU": 0.7918548216923401, + "TN": 71714708, + "TP": 75052, + "n_pred": 81676, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9694885896974276, + "FN": 8215, + "FP": 4750, + "IoU": 0.9407839447529962, + "TN": 135226566, + "TP": 205979, + "n_pred": 210729, + "n_ref": 214194 + }, + "10": { + "Dice": 0.8464664641694696, + "FN": 15048, + "FP": 10377, + "IoU": 0.733803082335204, + "TN": 135349998, + "TP": 70087, + "n_pred": 80464, + "n_ref": 85135 + }, + "11": { + "Dice": 0.6963550852439742, + "FN": 1178, + "FP": 888, + "IoU": 0.5341600901916572, + "TN": 135441075, + "TP": 2369, + "n_pred": 3257, + "n_ref": 3547 + }, + "12": { + "Dice": 0.7371463968614496, + "FN": 1938, + "FP": 608, + "IoU": 0.5837148463047743, + "TN": 135439394, + "TP": 3570, + "n_pred": 4178, + "n_ref": 5508 + }, + "13": { + "Dice": 0.7988332661433755, + "FN": 6887, + "FP": 10079, + "IoU": 0.6650477769880755, + "TN": 135394858, + "TP": 33686, + "n_pred": 43765, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8975876883704771, + "FN": 12543, + "FP": 17230, + "IoU": 0.8142032512714905, + "TN": 135285265, + "TP": 130472, + "n_pred": 147702, + "n_ref": 143015 + }, + "15": { + "Dice": 0.6389682139724135, + "FN": 17065, + "FP": 21621, + "IoU": 0.4694733955019199, + "TN": 135372590, + "TP": 34234, + "n_pred": 55855, + "n_ref": 51299 + }, + "2": { + "Dice": 0.8497316636851521, + "FN": 12414, + "FP": 57306, + "IoU": 0.7387247278382582, + "TN": 135178665, + "TP": 197125, + "n_pred": 254431, + "n_ref": 209539 + }, + "3": { + "Dice": 0.7956378525216204, + "FN": 75294, + "FP": 2569, + "IoU": 0.6606300722647908, + "TN": 135216076, + "TP": 151571, + "n_pred": 154140, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8738901075942755, + "FN": 3378, + "FP": 6280, + "IoU": 0.776025602374713, + "TN": 135402389, + "TP": 33463, + "n_pred": 39743, + "n_ref": 36841 + }, + "5": { + "Dice": 0.6605338379161803, + "FN": 11637, + "FP": 5227, + "IoU": 0.4931321571338403, + "TN": 135412239, + "TP": 16407, + "n_pred": 21634, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9645778773162365, + "FN": 42341, + "FP": 76644, + "IoU": 0.931579358973032, + "TN": 133706488, + "TP": 1620037, + "n_pred": 1696681, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.8645264839486296, + "FN": 26066, + "FP": 28123, + "IoU": 0.7613796990660214, + "TN": 135218417, + "TP": 172904, + "n_pred": 201027, + "n_ref": 198970 + }, + "8": { + "Dice": 0.8848481938745739, + "FN": 50036, + "FP": 12324, + "IoU": 0.7934777929015443, + "TN": 135143557, + "TP": 239593, + "n_pred": 251917, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8659788233765672, + "FN": 18047, + "FP": 6711, + "IoU": 0.7636354957277197, + "TN": 135340765, + "TP": 79987, + "n_pred": 86698, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8878366837101331, + "FN": 20235, + "FP": 39389, + "IoU": 0.7982970402871419, + "TN": 105458402, + "TP": 235979, + "n_pred": 275368, + "n_ref": 256214 + }, + "10": { + "Dice": 0.40254014031779484, + "FN": 31453, + "FP": 54727, + "IoU": 0.25198764017637054, + "TN": 105638793, + "TP": 29032, + "n_pred": 83759, + "n_ref": 60485 + }, + "11": { + "Dice": 0.7269338303821062, + "FN": 519, + "FP": 946, + "IoU": 0.5710102489019033, + "TN": 105750590, + "TP": 1950, + "n_pred": 2896, + "n_ref": 2469 + }, + "12": { + "Dice": 0.6689206110693714, + "FN": 1733, + "FP": 911, + "IoU": 0.5025399811853245, + "TN": 105748690, + "TP": 2671, + "n_pred": 3582, + "n_ref": 4404 + }, + "13": { + "Dice": 0.5207546028962723, + "FN": 46452, + "FP": 16956, + "IoU": 0.3520407120521572, + "TN": 105656147, + "TP": 34450, + "n_pred": 51406, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9305220646283895, + "FN": 23635, + "FP": 2239, + "IoU": 0.8700713066184593, + "TN": 105554865, + "TP": 173266, + "n_pred": 175505, + "n_ref": 196901 + }, + "15": { + "Dice": 0.8383203053990184, + "FN": 4874, + "FP": 4020, + "IoU": 0.7216449674511768, + "TN": 105722053, + "TP": 23058, + "n_pred": 27078, + "n_ref": 27932 + }, + "2": { + "Dice": 0.9362698911222781, + "FN": 9798, + "FP": 9682, + "IoU": 0.8801761680978274, + "TN": 105591433, + "TP": 143092, + "n_pred": 152774, + "n_ref": 152890 + }, + "3": { + "Dice": 0.9463012029496117, + "FN": 6814, + "FP": 11872, + "IoU": 0.8980756223681626, + "TN": 105570673, + "TP": 164646, + "n_pred": 176518, + "n_ref": 171460 + }, + "4": { + "Dice": 0.6599347426044195, + "FN": 19516, + "FP": 2475, + "IoU": 0.4924646310784925, + "TN": 105710676, + "TP": 21338, + "n_pred": 23813, + "n_ref": 40854 + }, + "5": { + "Dice": 0.7737921801787613, + "FN": 2539, + "FP": 3206, + "IoU": 0.6310448911437929, + "TN": 105738434, + "TP": 9826, + "n_pred": 13032, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9405947703768248, + "FN": 76094, + "FP": 108389, + "IoU": 0.887851734233358, + "TN": 104109013, + "TP": 1460509, + "n_pred": 1568898, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.8323893637062835, + "FN": 27578, + "FP": 69399, + "IoU": 0.7128997782586942, + "TN": 105416224, + "TP": 240804, + "n_pred": 310203, + "n_ref": 268382 + }, + "8": { + "Dice": 0.8710332713896597, + "FN": 3126, + "FP": 22205, + "IoU": 0.7715313917725686, + "TN": 105643132, + "TP": 85542, + "n_pred": 107747, + "n_ref": 88668 + }, + "9": { + "Dice": 0.8210795659106105, + "FN": 10950, + "FP": 16880, + "IoU": 0.6964673290651892, + "TN": 105662318, + "TP": 63857, + "n_pred": 80737, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9394548867130076, + "FN": 8494, + "FP": 23054, + "IoU": 0.8858226537872729, + "TN": 96861573, + "TP": 244759, + "n_pred": 267813, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8433905640206597, + "FN": 14354, + "FP": 22123, + "IoU": 0.7291921869083944, + "TN": 97003183, + "TP": 98220, + "n_pred": 120343, + "n_ref": 112574 + }, + "11": { + "Dice": 0.7577712609970675, + "FN": 977, + "FP": 675, + "IoU": 0.6100094428706326, + "TN": 97133644, + "TP": 2584, + "n_pred": 3259, + "n_ref": 3561 + }, + "12": { + "Dice": 0.8241487455197133, + "FN": 839, + "FP": 731, + "IoU": 0.7008954086492665, + "TN": 97132631, + "TP": 3679, + "n_pred": 4410, + "n_ref": 4518 + }, + "13": { + "Dice": 0.7612744343543174, + "FN": 10329, + "FP": 14487, + "IoU": 0.6145626242544732, + "TN": 97073496, + "TP": 39568, + "n_pred": 54055, + "n_ref": 49897 + }, + "14": { + "Dice": 0.9059842872813442, + "FN": 40228, + "FP": 6311, + "IoU": 0.8281273081809318, + "TN": 96867104, + "TP": 224237, + "n_pred": 230548, + "n_ref": 264465 + }, + "15": { + "Dice": 0.6038942838771372, + "FN": 4058, + "FP": 19967, + "IoU": 0.4325562719950873, + "TN": 97095541, + "TP": 18314, + "n_pred": 38281, + "n_ref": 22372 + }, + "2": { + "Dice": 0.9334451430517462, + "FN": 10549, + "FP": 7626, + "IoU": 0.8751965611245013, + "TN": 96992251, + "TP": 127454, + "n_pred": 135080, + "n_ref": 138003 + }, + "3": { + "Dice": 0.9350896505401421, + "FN": 8109, + "FP": 12765, + "IoU": 0.8780923680706426, + "TN": 96966652, + "TP": 150354, + "n_pred": 163119, + "n_ref": 158463 + }, + "4": { + "Dice": 0.9226987655659781, + "FN": 1970, + "FP": 2307, + "IoU": 0.8564909572861792, + "TN": 97108077, + "TP": 25526, + "n_pred": 27833, + "n_ref": 27496 + }, + "5": { + "Dice": 0.83524364474611, + "FN": 1589, + "FP": 3557, + "IoU": 0.7170973062122045, + "TN": 97119690, + "TP": 13044, + "n_pred": 16601, + "n_ref": 14633 + }, + "6": { + "Dice": 0.9271423887543093, + "FN": 44048, + "FP": 184832, + "IoU": 0.8641802780126693, + "TN": 95452705, + "TP": 1456295, + "n_pred": 1641127, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.9422751090332905, + "FN": 14000, + "FP": 15436, + "IoU": 0.8908508413488279, + "TN": 96868194, + "TP": 240250, + "n_pred": 255686, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9334333121839611, + "FN": 6684, + "FP": 10627, + "IoU": 0.8751757605474355, + "TN": 96999197, + "TP": 121372, + "n_pred": 131999, + "n_ref": 128056 + }, + "9": { + "Dice": 0.8356076244604702, + "FN": 6242, + "FP": 18286, + "IoU": 0.7176340570533926, + "TN": 97051014, + "TP": 62338, + "n_pred": 80624, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9629549725497766, + "FN": 3897, + "FP": 9153, + "IoU": 0.9285565689634406, + "TN": 130584130, + "TP": 169612, + "n_pred": 178765, + "n_ref": 173509 + }, + "10": { + "Dice": 0.8668490804605391, + "FN": 12461, + "FP": 7442, + "IoU": 0.7649899633959145, + "TN": 130682102, + "TP": 64787, + "n_pred": 72229, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7893320283826768, + "FN": 823, + "FP": 899, + "IoU": 0.6519805982215037, + "TN": 130761844, + "TP": 3226, + "n_pred": 4125, + "n_ref": 4049 + }, + "12": { + "Dice": 0.7956112852664576, + "FN": 790, + "FP": 514, + "IoU": 0.6605934409161894, + "TN": 130762950, + "TP": 2538, + "n_pred": 3052, + "n_ref": 3328 + }, + "13": { + "Dice": 0.7320689977323492, + "FN": 18269, + "FP": 13278, + "IoU": 0.5773728983856923, + "TN": 130692147, + "TP": 43098, + "n_pred": 56376, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9231471079304587, + "FN": 10696, + "FP": 14068, + "IoU": 0.857263898095046, + "TN": 130593297, + "TP": 148731, + "n_pred": 162799, + "n_ref": 159427 + }, + "15": { + "Dice": 0.694134768521061, + "FN": 3511, + "FP": 18767, + "IoU": 0.5315516117501103, + "TN": 130719235, + "TP": 25279, + "n_pred": 44046, + "n_ref": 28790 + }, + "2": { + "Dice": 0.8873810323591983, + "FN": 7827, + "FP": 32405, + "IoU": 0.7975605828838258, + "TN": 130568056, + "TP": 158504, + "n_pred": 190909, + "n_ref": 166331 + }, + "3": { + "Dice": 0.8685092238216948, + "FN": 34887, + "FP": 4829, + "IoU": 0.7675795880149813, + "TN": 130595912, + "TP": 131164, + "n_pred": 135993, + "n_ref": 166051 + }, + "4": { + "Dice": 0.8345655515701632, + "FN": 7134, + "FP": 1906, + "IoU": 0.7160982350354878, + "TN": 130734950, + "TP": 22802, + "n_pred": 24708, + "n_ref": 29936 + }, + "5": { + "Dice": 0.7295350360183366, + "FN": 10143, + "FP": 5551, + "IoU": 0.5742268041237113, + "TN": 130729932, + "TP": 21166, + "n_pred": 26717, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9651529590315094, + "FN": 24526, + "FP": 70256, + "IoU": 0.9326527697544983, + "TN": 129359429, + "TP": 1312581, + "n_pred": 1382837, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.9362536217615123, + "FN": 29517, + "FP": 27136, + "IoU": 0.880147411934697, + "TN": 130294103, + "TP": 416036, + "n_pred": 443172, + "n_ref": 445553 + }, + "8": { + "Dice": 0.8706478846701482, + "FN": 26903, + "FP": 33510, + "IoU": 0.7709268640417399, + "TN": 130503064, + "TP": 203315, + "n_pred": 236825, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8985420946596402, + "FN": 11491, + "FP": 8955, + "IoU": 0.8157752468824335, + "TN": 130655808, + "TP": 90538, + "n_pred": 99493, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.812935935384392, + "FN": 10517, + "FP": 77075, + "IoU": 0.6848290329196637, + "TN": 71958089, + "TP": 190327, + "n_pred": 267402, + "n_ref": 200844 + }, + "10": { + "Dice": 0.567870030097943, + "FN": 28513, + "FP": 23461, + "IoU": 0.3965212948771539, + "TN": 72149884, + "TP": 34150, + "n_pred": 57611, + "n_ref": 62663 + }, + "11": { + "Dice": 0.7158780231335437, + "FN": 985, + "FP": 366, + "IoU": 0.5574844415329184, + "TN": 72232955, + "TP": 1702, + "n_pred": 2068, + "n_ref": 2687 + }, + "12": { + "Dice": 0.7055689458328047, + "FN": 1290, + "FP": 1031, + "IoU": 0.5450803606428851, + "TN": 72230906, + "TP": 2781, + "n_pred": 3812, + "n_ref": 4071 + }, + "13": { + "Dice": 0.5804097714736013, + "FN": 33611, + "FP": 19635, + "IoU": 0.40885726022226415, + "TN": 72145935, + "TP": 36827, + "n_pred": 56462, + "n_ref": 70438 + }, + "14": { + "Dice": 0.32351557624922, + "FN": 40146, + "FP": 100786, + "IoU": 0.19297261081938488, + "TN": 72061377, + "TP": 33699, + "n_pred": 134485, + "n_ref": 73845 + }, + "15": { + "Dice": 0.3245186653674272, + "FN": 4171, + "FP": 96344, + "IoU": 0.19368682817262955, + "TN": 72111348, + "TP": 24145, + "n_pred": 120489, + "n_ref": 28316 + }, + "2": { + "Dice": 0.6617899071540015, + "FN": 62610, + "FP": 3505, + "IoU": 0.4945336391437309, + "TN": 72105208, + "TP": 64685, + "n_pred": 68190, + "n_ref": 127295 + }, + "3": { + "Dice": 0.7642550516774641, + "FN": 7749, + "FP": 91266, + "IoU": 0.6184569499676316, + "TN": 71976496, + "TP": 160497, + "n_pred": 251763, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 32904, + "IoU": 0.0, + "TN": 72203104, + "TP": 0, + "n_pred": 32904, + "n_ref": 0 + }, + "5": { + "Dice": 0.7997257859171482, + "FN": 61, + "FP": 4029, + "IoU": 0.6662859007832899, + "TN": 72223752, + "TP": 8166, + "n_pred": 12195, + "n_ref": 8227 + }, + "6": { + "Dice": 0.7785761482777758, + "FN": 348809, + "FP": 312689, + "IoU": 0.6374332277693553, + "TN": 70411522, + "TP": 1162988, + "n_pred": 1475677, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.7751125910964326, + "FN": 55283, + "FP": 109501, + "IoU": 0.6328031339551923, + "TN": 71787246, + "TP": 283978, + "n_pred": 393479, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9361969168979978, + "FN": 4176, + "FP": 4466, + "IoU": 0.880047192726768, + "TN": 72163963, + "TP": 63403, + "n_pred": 67869, + "n_ref": 67579 + }, + "9": { + "Dice": 0.6439540389669628, + "FN": 19973, + "FP": 12811, + "IoU": 0.47487626339478783, + "TN": 72173577, + "TP": 29647, + "n_pred": 42458, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8540818625216758, + "FN": 7478, + "FP": 20375, + "IoU": 0.7453253723700933, + "TN": 52443753, + "TP": 81514, + "n_pred": 101889, + "n_ref": 88992 + }, + "10": { + "Dice": 0.09437008138830968, + "FN": 44378, + "FP": 9478, + "IoU": 0.04952172531855564, + "TN": 52496458, + "TP": 2806, + "n_pred": 12284, + "n_ref": 47184 + }, + "11": { + "Dice": 0.053456221198156684, + "FN": 1984, + "FP": 70, + "IoU": 0.027462121212121212, + "TN": 52551008, + "TP": 58, + "n_pred": 128, + "n_ref": 2042 + }, + "12": { + "Dice": 0.020343908936788568, + "FN": 4024, + "FP": 21, + "IoU": 0.01027648642035723, + "TN": 52549033, + "TP": 42, + "n_pred": 63, + "n_ref": 4066 + }, + "13": { + "Dice": 0.4417774623781595, + "FN": 11032, + "FP": 15713, + "IoU": 0.2835137162451779, + "TN": 52515792, + "TP": 10583, + "n_pred": 26296, + "n_ref": 21615 + }, + "14": { + "Dice": 0.36150986137443675, + "FN": 41155, + "FP": 10707, + "IoU": 0.22063597018514067, + "TN": 52486576, + "TP": 14682, + "n_pred": 25389, + "n_ref": 55837 + }, + "15": { + "Dice": 0.0001350438892640108, + "FN": 25263, + "FP": 63585, + "IoU": 6.752650415288001e-05, + "TN": 52464266, + "TP": 6, + "n_pred": 63591, + "n_ref": 25269 + }, + "2": { + "Dice": 0.6102818439395615, + "FN": 71643, + "FP": 9372, + "IoU": 0.43914072884359767, + "TN": 52408672, + "TP": 63433, + "n_pred": 72805, + "n_ref": 135076 + }, + "3": { + "Dice": 0.7915872732790799, + "FN": 16593, + "FP": 50018, + "IoU": 0.6550636680458389, + "TN": 52360009, + "TP": 126500, + "n_pred": 176518, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 236, + "IoU": 0.0, + "TN": 52551004, + "TP": 0, + "n_pred": 236, + "n_ref": 1880 + }, + "5": { + "Dice": 0.8132710671220464, + "FN": 448, + "FP": 2231, + "IoU": 0.6853048279102549, + "TN": 52544607, + "TP": 5834, + "n_pred": 8065, + "n_ref": 6282 + }, + "6": { + "Dice": 0.9276392306298619, + "FN": 58584, + "FP": 52845, + "IoU": 0.8650439825159961, + "TN": 51727451, + "TP": 714240, + "n_pred": 767085, + "n_ref": 772824 + }, + "7": { + "Dice": 0.4953305541278815, + "FN": 128011, + "FP": 4548, + "IoU": 0.3291955954091857, + "TN": 52355508, + "TP": 65053, + "n_pred": 69601, + "n_ref": 193064 + }, + "8": { + "Dice": 0.9127997262653647, + "FN": 7512, + "FP": 2427, + "IoU": 0.8395874691328137, + "TN": 52491161, + "TP": 52020, + "n_pred": 54447, + "n_ref": 59532 + }, + "9": { + "Dice": 0.8629193598030163, + "FN": 10803, + "FP": 10575, + "IoU": 0.7588902047030959, + "TN": 52464455, + "TP": 67287, + "n_pred": 77862, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9197142899395159, + "FN": 12858, + "FP": 36003, + "IoU": 0.8513620807665983, + "TN": 143808525, + "TP": 279864, + "n_pred": 315867, + "n_ref": 292722 + }, + "10": { + "Dice": 0.864203349701859, + "FN": 19436, + "FP": 5342, + "IoU": 0.7608785863869293, + "TN": 144033629, + "TP": 78843, + "n_pred": 84185, + "n_ref": 98279 + }, + "11": { + "Dice": 0.672977154819332, + "FN": 2922, + "FP": 671, + "IoU": 0.5071330589849108, + "TN": 144129960, + "TP": 3697, + "n_pred": 4368, + "n_ref": 6619 + }, + "12": { + "Dice": 0.6962266039435492, + "FN": 2168, + "FP": 867, + "IoU": 0.5340089052663903, + "TN": 144130737, + "TP": 3478, + "n_pred": 4345, + "n_ref": 5646 + }, + "13": { + "Dice": 0.8284634604662688, + "FN": 24061, + "FP": 9167, + "IoU": 0.7071597278527867, + "TN": 144023782, + "TP": 80240, + "n_pred": 89407, + "n_ref": 104301 + }, + "14": { + "Dice": 0.7332474068618425, + "FN": 171156, + "FP": 2692, + "IoU": 0.5788402651265553, + "TN": 143724466, + "TP": 238936, + "n_pred": 241628, + "n_ref": 410092 + }, + "15": { + "Dice": 0.7746859718093777, + "FN": 2468, + "FP": 9281, + "IoU": 0.6322346386202148, + "TN": 144105303, + "TP": 20198, + "n_pred": 29479, + "n_ref": 22666 + }, + "2": { + "Dice": 0.855110111662531, + "FN": 5707, + "FP": 39137, + "IoU": 0.7468928849605473, + "TN": 143960076, + "TP": 132330, + "n_pred": 171467, + "n_ref": 138037 + }, + "3": { + "Dice": 0.8514996957889422, + "FN": 42642, + "FP": 3244, + "IoU": 0.7414013672150179, + "TN": 143959809, + "TP": 131555, + "n_pred": 134799, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9367631506795661, + "FN": 3337, + "FP": 3121, + "IoU": 0.8810484242323774, + "TN": 144082959, + "TP": 47833, + "n_pred": 50954, + "n_ref": 51170 + }, + "5": { + "Dice": 0.7463446520108714, + "FN": 10438, + "FP": 4308, + "IoU": 0.5953347969264544, + "TN": 144100810, + "TP": 21694, + "n_pred": 26002, + "n_ref": 32132 + }, + "6": { + "Dice": 0.8843501056812949, + "FN": 26599, + "FP": 321780, + "IoU": 0.7926770846165336, + "TN": 142456881, + "TP": 1331990, + "n_pred": 1653770, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.859161460313414, + "FN": 53579, + "FP": 10510, + "IoU": 0.7530964553050996, + "TN": 143877679, + "TP": 195482, + "n_pred": 205992, + "n_ref": 249061 + }, + "8": { + "Dice": 0.8788817830892944, + "FN": 15554, + "FP": 43308, + "IoU": 0.7839331926218225, + "TN": 143864825, + "TP": 213563, + "n_pred": 256871, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8855270430319779, + "FN": 10346, + "FP": 11401, + "IoU": 0.7945702383313968, + "TN": 144031389, + "TP": 84114, + "n_pred": 95515, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9678461977639318, + "FN": 8892, + "FP": 4737, + "IoU": 0.9376957151804123, + "TN": 111560171, + "TP": 205120, + "n_pred": 209857, + "n_ref": 214012 + }, + "10": { + "Dice": 0.6875995943792554, + "FN": 17523, + "FP": 8355, + "IoU": 0.5239251614327501, + "TN": 111724563, + "TP": 28479, + "n_pred": 36834, + "n_ref": 46002 + }, + "11": { + "Dice": 0.7663934426229508, + "FN": 1177, + "FP": 419, + "IoU": 0.6212624584717608, + "TN": 111774706, + "TP": 2618, + "n_pred": 3037, + "n_ref": 3795 + }, + "12": { + "Dice": 0.74677563529562, + "FN": 1736, + "FP": 247, + "IoU": 0.5958834318320766, + "TN": 111774013, + "TP": 2924, + "n_pred": 3171, + "n_ref": 4660 + }, + "13": { + "Dice": 0.7193736986151902, + "FN": 13385, + "FP": 17478, + "IoU": 0.5617358458414393, + "TN": 111708499, + "TP": 39558, + "n_pred": 57036, + "n_ref": 52943 + }, + "14": { + "Dice": 0.8519620009414182, + "FN": 12338, + "FP": 15338, + "IoU": 0.7421026147566953, + "TN": 111671606, + "TP": 79638, + "n_pred": 94976, + "n_ref": 91976 + }, + "15": { + "Dice": 0.6939144179744835, + "FN": 1513, + "FP": 6620, + "IoU": 0.5312932226832642, + "TN": 111761568, + "TP": 9219, + "n_pred": 15839, + "n_ref": 10732 + }, + "2": { + "Dice": 0.9631030988293202, + "FN": 10057, + "FP": 4980, + "IoU": 0.9288320736053463, + "TN": 111567631, + "TP": 196252, + "n_pred": 201232, + "n_ref": 206309 + }, + "3": { + "Dice": 0.9338416095758006, + "FN": 3054, + "FP": 5502, + "IoU": 0.8758938802744376, + "TN": 111709979, + "TP": 60385, + "n_pred": 65887, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8775774587066825, + "FN": 2421, + "FP": 2115, + "IoU": 0.7818601519669135, + "TN": 111758126, + "TP": 16258, + "n_pred": 18373, + "n_ref": 18679 + }, + "5": { + "Dice": 0.7060759440938157, + "FN": 9467, + "FP": 4644, + "IoU": 0.5456857694784288, + "TN": 111747860, + "TP": 16949, + "n_pred": 21593, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9708704380542649, + "FN": 24271, + "FP": 48367, + "IoU": 0.9433899034235088, + "TN": 110495792, + "TP": 1210490, + "n_pred": 1258857, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.8782127520495338, + "FN": 44927, + "FP": 8731, + "IoU": 0.782869259437608, + "TN": 111531797, + "TP": 193465, + "n_pred": 202196, + "n_ref": 238392 + }, + "8": { + "Dice": 0.8484306533382661, + "FN": 49061, + "FP": 32468, + "IoU": 0.7367603660150978, + "TN": 111469206, + "TP": 228185, + "n_pred": 260653, + "n_ref": 277246 + }, + "9": { + "Dice": 0.8377414797110826, + "FN": 16896, + "FP": 7680, + "IoU": 0.7207875572319613, + "TN": 111690901, + "TP": 63443, + "n_pred": 71123, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8459825774827934, + "FN": 15509, + "FP": 39070, + "IoU": 0.7330760879133777, + "TN": 198883401, + "TP": 149895, + "n_pred": 188965, + "n_ref": 165404 + }, + "10": { + "Dice": 0.7677581778859152, + "FN": 17688, + "FP": 9802, + "IoU": 0.6230580427539113, + "TN": 199014946, + "TP": 45439, + "n_pred": 55241, + "n_ref": 63127 + }, + "11": { + "Dice": 0.7284410744120293, + "FN": 1601, + "FP": 512, + "IoU": 0.5728724479482514, + "TN": 199082928, + "TP": 2834, + "n_pred": 3346, + "n_ref": 4435 + }, + "12": { + "Dice": 0.766306027820711, + "FN": 856, + "FP": 656, + "IoU": 0.6211475820596342, + "TN": 199083884, + "TP": 2479, + "n_pred": 3135, + "n_ref": 3335 + }, + "13": { + "Dice": 0.4770379462002659, + "FN": 19270, + "FP": 16521, + "IoU": 0.3132303559435863, + "TN": 199035760, + "TP": 16324, + "n_pred": 32845, + "n_ref": 35594 + }, + "14": { + "Dice": 0.453572661373835, + "FN": 25267, + "FP": 26972, + "IoU": 0.29330357142857144, + "TN": 199013955, + "TP": 21681, + "n_pred": 48653, + "n_ref": 46948 + }, + "15": { + "Dice": 0.7564591870833847, + "FN": 52546, + "FP": 2842, + "IoU": 0.6083107037791355, + "TN": 198946467, + "TP": 86020, + "n_pred": 88862, + "n_ref": 138566 + }, + "2": { + "Dice": 0.9380641541195175, + "FN": 4194, + "FP": 12363, + "IoU": 0.8833529424197378, + "TN": 198945934, + "TP": 125384, + "n_pred": 137747, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9592938286543164, + "FN": 7225, + "FP": 3944, + "IoU": 0.9217720189108738, + "TN": 198945100, + "TP": 131606, + "n_pred": 135550, + "n_ref": 138831 + }, + "4": { + "Dice": 0.7906031442405403, + "FN": 3894, + "FP": 3112, + "IoU": 0.6537168841439304, + "TN": 199067643, + "TP": 13226, + "n_pred": 16338, + "n_ref": 17120 + }, + "5": { + "Dice": 0.6977160269492046, + "FN": 7589, + "FP": 3224, + "IoU": 0.5357633522239396, + "TN": 199064583, + "TP": 12479, + "n_pred": 15703, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9478609561353982, + "FN": 71338, + "FP": 47881, + "IoU": 0.9008894420017142, + "TN": 197884986, + "TP": 1083670, + "n_pred": 1131551, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.8605155539514094, + "FN": 22664, + "FP": 20619, + "IoU": 0.7551797279334823, + "TN": 198911080, + "TP": 133512, + "n_pred": 154131, + "n_ref": 156176 + }, + "8": { + "Dice": 0.9059405105363499, + "FN": 10963, + "FP": 11337, + "IoU": 0.8280541590846004, + "TN": 198958183, + "TP": 107392, + "n_pred": 118729, + "n_ref": 118355 + }, + "9": { + "Dice": 0.8970651865777419, + "FN": 13213, + "FP": 7484, + "IoU": 0.8133437948107465, + "TN": 198976992, + "TP": 90186, + "n_pred": 97670, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8941539742031942, + "FN": 10340, + "FP": 30863, + "IoU": 0.8085700480398442, + "TN": 130859954, + "TP": 174035, + "n_pred": 204898, + "n_ref": 184375 + }, + "10": { + "Dice": 0.8194373342020757, + "FN": 12292, + "FP": 18746, + "IoU": 0.6941074437994619, + "TN": 130973725, + "TP": 70429, + "n_pred": 89175, + "n_ref": 82721 + }, + "11": { + "Dice": 0.6108716808007786, + "FN": 1874, + "FP": 925, + "IoU": 0.43975180144115295, + "TN": 131070196, + "TP": 2197, + "n_pred": 3122, + "n_ref": 4071 + }, + "12": { + "Dice": 0.7801036269430052, + "FN": 871, + "FP": 1251, + "IoU": 0.6394835202174651, + "TN": 131069306, + "TP": 3764, + "n_pred": 5015, + "n_ref": 4635 + }, + "13": { + "Dice": 0.5803421550769671, + "FN": 41411, + "FP": 29089, + "IoU": 0.40879015824297465, + "TN": 130955945, + "TP": 48747, + "n_pred": 77836, + "n_ref": 90158 + }, + "14": { + "Dice": 0.5855733633792454, + "FN": 5681, + "FP": 66411, + "IoU": 0.4140005202236962, + "TN": 130952168, + "TP": 50932, + "n_pred": 117343, + "n_ref": 56613 + }, + "15": { + "Dice": 0.7135186569700265, + "FN": 1334, + "FP": 19741, + "IoU": 0.5546280642434489, + "TN": 131027872, + "TP": 26245, + "n_pred": 45986, + "n_ref": 27579 + }, + "2": { + "Dice": 0.8977385971636642, + "FN": 19724, + "FP": 12292, + "IoU": 0.814451630850546, + "TN": 130902644, + "TP": 140532, + "n_pred": 152824, + "n_ref": 160256 + }, + "3": { + "Dice": 0.6167348431374217, + "FN": 8770, + "FP": 216565, + "IoU": 0.4458543903008841, + "TN": 130668557, + "TP": 181300, + "n_pred": 397865, + "n_ref": 190070 + }, + "4": { + "Dice": 0.9113905784396488, + "FN": 9922, + "FP": 2359, + "IoU": 0.8372062195946394, + "TN": 130999753, + "TP": 63158, + "n_pred": 65517, + "n_ref": 73080 + }, + "5": { + "Dice": 0.7788281111701186, + "FN": 3700, + "FP": 2547, + "IoU": 0.6377710773512698, + "TN": 131057946, + "TP": 10999, + "n_pred": 13546, + "n_ref": 14699 + }, + "6": { + "Dice": 0.8727960854419362, + "FN": 37708, + "FP": 379191, + "IoU": 0.7743018580485753, + "TN": 129228039, + "TP": 1430254, + "n_pred": 1809445, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.6328919750586262, + "FN": 159945, + "FP": 556097, + "IoU": 0.4629421841670242, + "TN": 129741924, + "TP": 617226, + "n_pred": 1173323, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9189848132127707, + "FN": 7193, + "FP": 14140, + "IoU": 0.8501127684838435, + "TN": 130932865, + "TP": 120994, + "n_pred": 135134, + "n_ref": 128187 + }, + "9": { + "Dice": 0.7138460517474512, + "FN": 22517, + "FP": 11978, + "IoU": 0.5550238000025799, + "TN": 130997671, + "TP": 43026, + "n_pred": 55004, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.864005280950243, + "FN": 4811, + "FP": 61526, + "IoU": 0.7605715646926342, + "TN": 101340136, + "TP": 210727, + "n_pred": 272253, + "n_ref": 215538 + }, + "10": { + "Dice": 0.8475026085378579, + "FN": 8460, + "FP": 4986, + "IoU": 0.7353618453423606, + "TN": 101566391, + "TP": 37363, + "n_pred": 42349, + "n_ref": 45823 + }, + "11": { + "Dice": 0.8657221399873123, + "FN": 865, + "FP": 405, + "IoU": 0.7632363907531693, + "TN": 101611836, + "TP": 4094, + "n_pred": 4499, + "n_ref": 4959 + }, + "12": { + "Dice": 0.7735613010842368, + "FN": 1780, + "FP": 392, + "IoU": 0.6307378442706563, + "TN": 101611318, + "TP": 3710, + "n_pred": 4102, + "n_ref": 5490 + }, + "13": { + "Dice": 0.7944881952589543, + "FN": 10297, + "FP": 15460, + "IoU": 0.6590463835645451, + "TN": 101541656, + "TP": 49787, + "n_pred": 65247, + "n_ref": 60084 + }, + "14": { + "Dice": 0.9414429633269857, + "FN": 467, + "FP": 7159, + "IoU": 0.8893644184595744, + "TN": 101548271, + "TP": 61303, + "n_pred": 68462, + "n_ref": 61770 + }, + "15": { + "Dice": 0.8771813695992298, + "FN": 4112, + "FP": 4052, + "IoU": 0.781231577254944, + "TN": 101579882, + "TP": 29154, + "n_pred": 33206, + "n_ref": 33266 + }, + "2": { + "Dice": 0.8990151025585793, + "FN": 22096, + "FP": 11658, + "IoU": 0.8165553448079087, + "TN": 101433199, + "TP": 150247, + "n_pred": 161905, + "n_ref": 172343 + }, + "3": { + "Dice": 0.913179600555439, + "FN": 14157, + "FP": 16042, + "IoU": 0.8402304566809159, + "TN": 101428184, + "TP": 158817, + "n_pred": 174859, + "n_ref": 172974 + }, + "4": { + "Dice": 0.32285429141716565, + "FN": 1979, + "FP": 57729, + "IoU": 0.19250223147872658, + "TN": 101543258, + "TP": 14234, + "n_pred": 71963, + "n_ref": 16213 + }, + "5": { + "Dice": 0.783939007187479, + "FN": 7030, + "FP": 5836, + "IoU": 0.6446543486066231, + "TN": 101580993, + "TP": 23341, + "n_pred": 29177, + "n_ref": 30371 + }, + "6": { + "Dice": 0.9095942949197554, + "FN": 184237, + "FP": 84013, + "IoU": 0.8341796917256747, + "TN": 99999485, + "TP": 1349465, + "n_pred": 1433478, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.9259009011741102, + "FN": 46190, + "FP": 14895, + "IoU": 0.8620255823566215, + "TN": 101174473, + "TP": 381642, + "n_pred": 396537, + "n_ref": 427832 + }, + "8": { + "Dice": 0.9356869906327144, + "FN": 24425, + "FP": 4102, + "IoU": 0.879146437558781, + "TN": 101381154, + "TP": 207519, + "n_pred": 211621, + "n_ref": 231944 + }, + "9": { + "Dice": 0.9364574481000364, + "FN": 3862, + "FP": 6606, + "IoU": 0.8805077393726314, + "TN": 101529596, + "TP": 77136, + "n_pred": 83742, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9659133705520513, + "FN": 7690, + "FP": 6701, + "IoU": 0.934073938338907, + "TN": 118963922, + "TP": 203899, + "n_pred": 210600, + "n_ref": 211589 + }, + "10": { + "Dice": 0.7944081591340744, + "FN": 14034, + "FP": 20497, + "IoU": 0.6589362437651242, + "TN": 119080967, + "TP": 66714, + "n_pred": 87211, + "n_ref": 80748 + }, + "11": { + "Dice": 0.6879402041109673, + "FN": 1645, + "FP": 526, + "IoU": 0.5243207712532866, + "TN": 119177648, + "TP": 2393, + "n_pred": 2919, + "n_ref": 4038 + }, + "12": { + "Dice": 0.7475631092226943, + "FN": 1144, + "FP": 876, + "IoU": 0.5968868489323488, + "TN": 119177201, + "TP": 2991, + "n_pred": 3867, + "n_ref": 4135 + }, + "13": { + "Dice": 0.7023661270236613, + "FN": 7695, + "FP": 13815, + "IoU": 0.5412667946257198, + "TN": 119135322, + "TP": 25380, + "n_pred": 39195, + "n_ref": 33075 + }, + "14": { + "Dice": 0.44903988183161003, + "FN": 38659, + "FP": 28108, + "IoU": 0.2895238095238095, + "TN": 119088237, + "TP": 27208, + "n_pred": 55316, + "n_ref": 65867 + }, + "15": { + "Dice": 0.225373053633218, + "FN": 4046, + "FP": 110574, + "IoU": 0.12699742562493335, + "TN": 119050918, + "TP": 16674, + "n_pred": 127248, + "n_ref": 20720 + }, + "2": { + "Dice": 0.9511350919057029, + "FN": 10334, + "FP": 8485, + "IoU": 0.9068232568041946, + "TN": 118980241, + "TP": 183152, + "n_pred": 191637, + "n_ref": 193486 + }, + "3": { + "Dice": 0.9539200398859384, + "FN": 9497, + "FP": 8618, + "IoU": 0.9118997364044004, + "TN": 118976594, + "TP": 187503, + "n_pred": 196121, + "n_ref": 197000 + }, + "4": { + "Dice": 0.8509874326750448, + "FN": 9446, + "FP": 2423, + "IoU": 0.740625, + "TN": 119136452, + "TP": 33891, + "n_pred": 36314, + "n_ref": 43337 + }, + "5": { + "Dice": 0.9061360958096961, + "FN": 1190, + "FP": 2235, + "IoU": 0.8283810191912612, + "TN": 119162255, + "TP": 16532, + "n_pred": 18767, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9620610861408572, + "FN": 41738, + "FP": 92118, + "IoU": 0.9268956711179027, + "TN": 117351185, + "TP": 1697171, + "n_pred": 1789289, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.9060463671570377, + "FN": 23431, + "FP": 33435, + "IoU": 0.8282310510751795, + "TN": 118851151, + "TP": 274195, + "n_pred": 307630, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9601869905610313, + "FN": 1648, + "FP": 5029, + "IoU": 0.9234227518264081, + "TN": 119095019, + "TP": 80516, + "n_pred": 85545, + "n_ref": 82164 + }, + "9": { + "Dice": 0.9194884757336895, + "FN": 5674, + "FP": 8309, + "IoU": 0.8509751678567622, + "TN": 119088382, + "TP": 79847, + "n_pred": 88156, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 77756, + "IoU": 0.0, + "TN": 61254724, + "TP": 0, + "n_pred": 77756, + "n_ref": 0 + }, + "10": { + "Dice": 0.7206814039698972, + "FN": 5364, + "FP": 17165, + "IoU": 0.5633322349931192, + "TN": 61280887, + "TP": 29064, + "n_pred": 46229, + "n_ref": 34428 + }, + "11": { + "Dice": 0.8321686604287576, + "FN": 351, + "FP": 1066, + "IoU": 0.7125760649087222, + "TN": 61327550, + "TP": 3513, + "n_pred": 4579, + "n_ref": 3864 + }, + "12": { + "Dice": 0.7702791822378545, + "FN": 1346, + "FP": 744, + "IoU": 0.6263854129424383, + "TN": 61326886, + "TP": 3504, + "n_pred": 4248, + "n_ref": 4850 + }, + "13": { + "Dice": 0.520240821809256, + "FN": 25779, + "FP": 23866, + "IoU": 0.3515712755675139, + "TN": 61255918, + "TP": 26917, + "n_pred": 50783, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9179610674717504, + "FN": 37670, + "FP": 3960, + "IoU": 0.8483623277092986, + "TN": 61057944, + "TP": 232906, + "n_pred": 236866, + "n_ref": 270576 + }, + "15": { + "Dice": 0.7031275076231744, + "FN": 28129, + "FP": 31065, + "IoU": 0.5421716566248753, + "TN": 61203187, + "TP": 70099, + "n_pred": 101164, + "n_ref": 98228 + }, + "2": { + "Dice": 0.9084850172845979, + "FN": 22314, + "FP": 5615, + "IoU": 0.8323156637067191, + "TN": 61165923, + "TP": 138628, + "n_pred": 144243, + "n_ref": 160942 + }, + "3": { + "Dice": 0.9142060241360757, + "FN": 3764, + "FP": 19675, + "IoU": 0.8419700647249191, + "TN": 61184160, + "TP": 124881, + "n_pred": 144556, + "n_ref": 128645 + }, + "4": { + "Dice": 0.9141110519240038, + "FN": 6152, + "FP": 620, + "IoU": 0.841808965404471, + "TN": 61289671, + "TP": 36037, + "n_pred": 36657, + "n_ref": 42189 + }, + "5": { + "Dice": 0.7220260316819695, + "FN": 1416, + "FP": 4094, + "IoU": 0.5649771040581083, + "TN": 61319814, + "TP": 7156, + "n_pred": 11250, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9477633322875382, + "FN": 21909, + "FP": 108625, + "IoU": 0.9007130823030086, + "TN": 60017765, + "TP": 1184181, + "n_pred": 1292806, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.5348263900582629, + "FN": 124824, + "FP": 13300, + "IoU": 0.3650259508015097, + "TN": 61114953, + "TP": 79403, + "n_pred": 92703, + "n_ref": 204227 + }, + "8": { + "Dice": 0.9595041223705719, + "FN": 1796, + "FP": 4992, + "IoU": 0.9221604265810447, + "TN": 61245275, + "TP": 80417, + "n_pred": 85409, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8848057911188885, + "FN": 4215, + "FP": 11189, + "IoU": 0.7934095999356249, + "TN": 61257917, + "TP": 59159, + "n_pred": 70348, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9754165002772359, + "FN": 7395, + "FP": 1162, + "IoU": 0.9520126964187575, + "TN": 148929182, + "TP": 169761, + "n_pred": 170923, + "n_ref": 177156 + }, + "10": { + "Dice": 0.8799377101778079, + "FN": 7255, + "FP": 10632, + "IoU": 0.7856149771076539, + "TN": 149024066, + "TP": 65547, + "n_pred": 76179, + "n_ref": 72802 + }, + "11": { + "Dice": 0.8179749715585893, + "FN": 447, + "FP": 513, + "IoU": 0.6920115495668913, + "TN": 149104383, + "TP": 2157, + "n_pred": 2670, + "n_ref": 2604 + }, + "12": { + "Dice": 0.5213703099510604, + "FN": 1298, + "FP": 169, + "IoU": 0.352603706972639, + "TN": 149105234, + "TP": 799, + "n_pred": 968, + "n_ref": 2097 + }, + "13": { + "Dice": 0.708321985760417, + "FN": 29749, + "FP": 15233, + "IoU": 0.5483734939759036, + "TN": 149007900, + "TP": 54618, + "n_pred": 69851, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8999244986399413, + "FN": 6055, + "FP": 13297, + "IoU": 0.8180570311104426, + "TN": 149001137, + "TP": 87011, + "n_pred": 100308, + "n_ref": 93066 + }, + "15": { + "Dice": 0.8113376125649526, + "FN": 3536, + "FP": 12512, + "IoU": 0.6825635446543369, + "TN": 149056945, + "TP": 34507, + "n_pred": 47019, + "n_ref": 38043 + }, + "2": { + "Dice": 0.9760270389382271, + "FN": 3086, + "FP": 4475, + "IoU": 0.9531765740436837, + "TN": 148946021, + "TP": 153918, + "n_pred": 158393, + "n_ref": 157004 + }, + "3": { + "Dice": 0.8015961957838623, + "FN": 7155, + "FP": 19047, + "IoU": 0.6688865580731174, + "TN": 149028367, + "TP": 52931, + "n_pred": 71978, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9353700601162905, + "FN": 2105, + "FP": 1174, + "IoU": 0.8785870329914467, + "TN": 149080493, + "TP": 23728, + "n_pred": 24902, + "n_ref": 25833 + }, + "5": { + "Dice": 0.5310393905144627, + "FN": 21030, + "FP": 1376, + "IoU": 0.36150689615866866, + "TN": 149072408, + "TP": 12686, + "n_pred": 14062, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9751638950104816, + "FN": 17071, + "FP": 38399, + "IoU": 0.9515315573512656, + "TN": 147963044, + "TP": 1088986, + "n_pred": 1127385, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.873445795547398, + "FN": 58135, + "FP": 4747, + "IoU": 0.7753251393454338, + "TN": 148827620, + "TP": 216998, + "n_pred": 221745, + "n_ref": 275133 + }, + "8": { + "Dice": 0.9431512940986228, + "FN": 19097, + "FP": 6215, + "IoU": 0.8924184595506669, + "TN": 148872218, + "TP": 209970, + "n_pred": 216185, + "n_ref": 229067 + }, + "9": { + "Dice": 0.902898507012517, + "FN": 12648, + "FP": 3449, + "IoU": 0.8229853963226885, + "TN": 149016564, + "TP": 74839, + "n_pred": 78288, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7668384715355342, + "FN": 186447, + "FP": 13413, + "IoU": 0.6218475470041644, + "TN": 100184283, + "TP": 328657, + "n_pred": 342070, + "n_ref": 515104 + }, + "10": { + "Dice": 0.438115306619538, + "FN": 19135, + "FP": 30462, + "IoU": 0.2805042577575327, + "TN": 100643867, + "TP": 19336, + "n_pred": 49798, + "n_ref": 38471 + }, + "11": { + "Dice": 0.5773745997865528, + "FN": 1858, + "FP": 518, + "IoU": 0.40585146286571644, + "TN": 100708801, + "TP": 1623, + "n_pred": 2141, + "n_ref": 3481 + }, + "12": { + "Dice": 0.62268080272624, + "FN": 2584, + "FP": 1402, + "IoU": 0.45209621993127147, + "TN": 100705525, + "TP": 3289, + "n_pred": 4691, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0046701136553170194, + "FN": 39057, + "FP": 2716, + "IoU": 0.002340522079721048, + "TN": 100670929, + "TP": 98, + "n_pred": 2814, + "n_ref": 39155 + }, + "14": { + "Dice": 0.5523656763835294, + "FN": 82610, + "FP": 32928, + "IoU": 0.38156436841288277, + "TN": 100525977, + "TP": 71285, + "n_pred": 104213, + "n_ref": 153895 + }, + "15": { + "Dice": 0.8798057770091346, + "FN": 1407, + "FP": 24238, + "IoU": 0.7854046726469407, + "TN": 100593296, + "TP": 93859, + "n_pred": 118097, + "n_ref": 95266 + }, + "2": { + "Dice": 0.04819801463111625, + "FN": 227065, + "FP": 13502, + "IoU": 0.02469411087416585, + "TN": 100466142, + "TP": 6091, + "n_pred": 19593, + "n_ref": 233156 + }, + "3": { + "Dice": 0.5791574921775409, + "FN": 24043, + "FP": 266473, + "IoU": 0.40761554429078867, + "TN": 100222382, + "TP": 199902, + "n_pred": 466375, + "n_ref": 223945 + }, + "4": { + "Dice": 0.4417410883062111, + "FN": 31362, + "FP": 35087, + "IoU": 0.28348375548582583, + "TN": 100620061, + "TP": 26290, + "n_pred": 61377, + "n_ref": 57652 + }, + "5": { + "Dice": 0.615037155762786, + "FN": 8031, + "FP": 2537, + "IoU": 0.4440820620725934, + "TN": 100693790, + "TP": 8442, + "n_pred": 10979, + "n_ref": 16473 + }, + "6": { + "Dice": 0.7124034005350613, + "FN": 677008, + "FP": 454219, + "IoU": 0.5532815175429174, + "TN": 98180496, + "TP": 1401077, + "n_pred": 1855296, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.6956207956999672, + "FN": 43140, + "FP": 69890, + "IoU": 0.5332964473879795, + "TN": 100470612, + "TP": 129158, + "n_pred": 199048, + "n_ref": 172298 + }, + "8": { + "Dice": 0.9281250414637706, + "FN": 1075, + "FP": 15176, + "IoU": 0.8658892850069321, + "TN": 100591624, + "TP": 104925, + "n_pred": 120101, + "n_ref": 106000 + }, + "9": { + "Dice": 0.817104927486005, + "FN": 16977, + "FP": 21020, + "IoU": 0.690767039674466, + "TN": 100589925, + "TP": 84878, + "n_pred": 105898, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9753939063993569, + "FN": 793, + "FP": 3094, + "IoU": 0.9519696520363781, + "TN": 78869772, + "TP": 77041, + "n_pred": 80135, + "n_ref": 77834 + }, + "10": { + "Dice": 0.7580784324640263, + "FN": 11707, + "FP": 5677, + "IoU": 0.610407655588176, + "TN": 78906079, + "TP": 27237, + "n_pred": 32914, + "n_ref": 38944 + }, + "11": { + "Dice": 0.6420566908371786, + "FN": 394, + "FP": 692, + "IoU": 0.4728155339805825, + "TN": 78948640, + "TP": 974, + "n_pred": 1666, + "n_ref": 1368 + }, + "12": { + "Dice": 0.2853478679063802, + "FN": 2115, + "FP": 114, + "IoU": 0.16641735228122662, + "TN": 78948026, + "TP": 445, + "n_pred": 559, + "n_ref": 2560 + }, + "13": { + "Dice": 0.4124004479057888, + "FN": 43016, + "FP": 3687, + "IoU": 0.2597635199391365, + "TN": 78887608, + "TP": 16389, + "n_pred": 20076, + "n_ref": 59405 + }, + "14": { + "Dice": 0.4172094869796645, + "FN": 13082, + "FP": 26553, + "IoU": 0.26359109657760765, + "TN": 78896878, + "TP": 14187, + "n_pred": 40740, + "n_ref": 27269 + }, + "15": { + "Dice": 0.902455578566332, + "FN": 7263, + "FP": 3947, + "IoU": 0.8222497066565185, + "TN": 78887634, + "TP": 51856, + "n_pred": 55803, + "n_ref": 59119 + }, + "2": { + "Dice": 0.8996619271768493, + "FN": 16694, + "FP": 1915, + "IoU": 0.8176231918146537, + "TN": 78848664, + "TP": 83427, + "n_pred": 85342, + "n_ref": 100121 + }, + "3": { + "Dice": 0.9365611226050193, + "FN": 1383, + "FP": 9901, + "IoU": 0.8806910698048172, + "TN": 78856122, + "TP": 83294, + "n_pred": 93195, + "n_ref": 84677 + }, + "4": { + "Dice": 0.9190893751210202, + "FN": 515, + "FP": 2410, + "IoU": 0.8502917391749412, + "TN": 78931162, + "TP": 16613, + "n_pred": 19023, + "n_ref": 17128 + }, + "5": { + "Dice": 0.5667413213885778, + "FN": 19615, + "FP": 3599, + "IoU": 0.3954215173060395, + "TN": 78912303, + "TP": 15183, + "n_pred": 18782, + "n_ref": 34798 + }, + "6": { + "Dice": 0.9444504790552585, + "FN": 28897, + "FP": 50881, + "IoU": 0.8947476743771843, + "TN": 78192731, + "TP": 678191, + "n_pred": 729072, + "n_ref": 707088 + }, + "7": { + "Dice": 0.23149809274579392, + "FN": 623495, + "FP": 24628, + "IoU": 0.1309006746310046, + "TN": 78204959, + "TP": 97618, + "n_pred": 122246, + "n_ref": 721113 + }, + "8": { + "Dice": 0.87923527067209, + "FN": 67497, + "FP": 4918, + "IoU": 0.7844958425836096, + "TN": 78614674, + "TP": 263611, + "n_pred": 268529, + "n_ref": 331108 + }, + "9": { + "Dice": 0.6785543035243347, + "FN": 23085, + "FP": 9093, + "IoU": 0.5134938993967433, + "TN": 78884559, + "TP": 33963, + "n_pred": 43056, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.884837789813701, + "FN": 3292, + "FP": 34428, + "IoU": 0.7934610604011411, + "TN": 104821811, + "TP": 144909, + "n_pred": 179337, + "n_ref": 148201 + }, + "10": { + "Dice": 0.832741258330642, + "FN": 16324, + "FP": 12161, + "IoU": 0.7134161678152825, + "TN": 104905045, + "TP": 70910, + "n_pred": 83071, + "n_ref": 87234 + }, + "11": { + "Dice": 0.8951065891472868, + "FN": 636, + "FP": 230, + "IoU": 0.8101293575970182, + "TN": 104999879, + "TP": 3695, + "n_pred": 3925, + "n_ref": 4331 + }, + "12": { + "Dice": 0.7623725671918443, + "FN": 720, + "FP": 1844, + "IoU": 0.6159952074284858, + "TN": 104997763, + "TP": 4113, + "n_pred": 5957, + "n_ref": 4833 + }, + "13": { + "Dice": 0.8611161677892493, + "FN": 11593, + "FP": 9769, + "IoU": 0.756105358101088, + "TN": 104916853, + "TP": 66225, + "n_pred": 75994, + "n_ref": 77818 + }, + "14": { + "Dice": 0.962460494873969, + "FN": 1409, + "FP": 3948, + "IoU": 0.9276374442793462, + "TN": 104930410, + "TP": 68673, + "n_pred": 72621, + "n_ref": 70082 + }, + "15": { + "Dice": 0.9273740776387552, + "FN": 1235, + "FP": 2387, + "IoU": 0.8645829438815568, + "TN": 104977693, + "TP": 23125, + "n_pred": 25512, + "n_ref": 24360 + }, + "2": { + "Dice": 0.9042415731994407, + "FN": 17491, + "FP": 14969, + "IoU": 0.8252198213429967, + "TN": 104818721, + "TP": 153259, + "n_pred": 168228, + "n_ref": 170750 + }, + "3": { + "Dice": 0.8962583484136387, + "FN": 15858, + "FP": 16016, + "IoU": 0.8120182355404314, + "TN": 104834881, + "TP": 137685, + "n_pred": 153701, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 370, + "IoU": 0.0, + "TN": 105004070, + "TP": 0, + "n_pred": 370, + "n_ref": 0 + }, + "5": { + "Dice": 0.7673979639199183, + "FN": 5280, + "FP": 9754, + "IoU": 0.6225837224481598, + "TN": 104964606, + "TP": 24800, + "n_pred": 34554, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9795291738124295, + "FN": 17874, + "FP": 33035, + "IoU": 0.9598796444499085, + "TN": 103735533, + "TP": 1217998, + "n_pred": 1251033, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.8899193182099708, + "FN": 14566, + "FP": 38754, + "IoU": 0.8016708450190816, + "TN": 104735594, + "TP": 215526, + "n_pred": 254280, + "n_ref": 230092 + }, + "8": { + "Dice": 0.935402932543256, + "FN": 25993, + "FP": 20992, + "IoU": 0.8786450396466668, + "TN": 104617270, + "TP": 340185, + "n_pred": 361177, + "n_ref": 366178 + }, + "9": { + "Dice": 0.9345450719123649, + "FN": 9180, + "FP": 2639, + "IoU": 0.8771324316738224, + "TN": 104908247, + "TP": 84374, + "n_pred": 87013, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9582648631450249, + "FN": 16045, + "FP": 18978, + "IoU": 0.9198738040439444, + "TN": 177239190, + "TP": 402075, + "n_pred": 421053, + "n_ref": 418120 + }, + "10": { + "Dice": 0.5220247562409238, + "FN": 41765, + "FP": 13531, + "IoU": 0.35320263884340053, + "TN": 177590796, + "TP": 30196, + "n_pred": 43727, + "n_ref": 71961 + }, + "11": { + "Dice": 0.8, + "FN": 1393, + "FP": 282, + "IoU": 0.6666666666666666, + "TN": 177671263, + "TP": 3350, + "n_pred": 3632, + "n_ref": 4743 + }, + "12": { + "Dice": 0.774588967798424, + "FN": 1217, + "FP": 1100, + "IoU": 0.6321054302953318, + "TN": 177669990, + "TP": 3981, + "n_pred": 5081, + "n_ref": 5198 + }, + "13": { + "Dice": 0.8827841789636817, + "FN": 11576, + "FP": 5820, + "IoU": 0.7901644090081179, + "TN": 177593385, + "TP": 65507, + "n_pred": 71327, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9554638987170214, + "FN": 2927, + "FP": 3908, + "IoU": 0.9147255873142615, + "TN": 177596135, + "TP": 73318, + "n_pred": 77226, + "n_ref": 76245 + }, + "15": { + "Dice": 0.4231391347822251, + "FN": 1587, + "FP": 57258, + "IoU": 0.2683427207281137, + "TN": 177595861, + "TP": 21582, + "n_pred": 78840, + "n_ref": 23169 + }, + "2": { + "Dice": 0.8988673086621775, + "FN": 6729, + "FP": 39994, + "IoU": 0.8163115269696494, + "TN": 177421928, + "TP": 207637, + "n_pred": 247631, + "n_ref": 214366 + }, + "3": { + "Dice": 0.874485552137937, + "FN": 45559, + "FP": 797, + "IoU": 0.7769651947152164, + "TN": 177468446, + "TP": 161486, + "n_pred": 162283, + "n_ref": 207045 + }, + "4": { + "Dice": 0.9279317697228145, + "FN": 3969, + "FP": 763, + "IoU": 0.8655529037390612, + "TN": 177641092, + "TP": 30464, + "n_pred": 31227, + "n_ref": 34433 + }, + "5": { + "Dice": 0.6976806748525202, + "FN": 13027, + "FP": 2706, + "IoU": 0.5357216631746687, + "TN": 177642401, + "TP": 18154, + "n_pred": 20860, + "n_ref": 31181 + }, + "6": { + "Dice": 0.8811533379879, + "FN": 198953, + "FP": 234433, + "IoU": 0.7875550492354872, + "TN": 175636296, + "TP": 1606606, + "n_pred": 1841039, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.7884060820178602, + "FN": 23296, + "FP": 161829, + "IoU": 0.6507180915293124, + "TN": 177146272, + "TP": 344891, + "n_pred": 506720, + "n_ref": 368187 + }, + "8": { + "Dice": 0.8633921430251705, + "FN": 15931, + "FP": 42141, + "IoU": 0.7596218323909498, + "TN": 177434702, + "TP": 183514, + "n_pred": 225655, + "n_ref": 199445 + }, + "9": { + "Dice": 0.9372646965644778, + "FN": 8010, + "FP": 9020, + "IoU": 0.8819361637225812, + "TN": 177532044, + "TP": 127214, + "n_pred": 136234, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9654957440467239, + "FN": 10510, + "FP": 2109, + "IoU": 0.9332931580421946, + "TN": 193816364, + "TP": 176552, + "n_pred": 178661, + "n_ref": 187062 + }, + "10": { + "Dice": 0.9235009050037952, + "FN": 7962, + "FP": 5140, + "IoU": 0.85787429761569, + "TN": 193913349, + "TP": 79084, + "n_pred": 84224, + "n_ref": 87046 + }, + "11": { + "Dice": 0.8267890532041475, + "FN": 680, + "FP": 339, + "IoU": 0.704723268617792, + "TN": 194002084, + "TP": 2432, + "n_pred": 2771, + "n_ref": 3112 + }, + "12": { + "Dice": 0.8382801664355063, + "FN": 928, + "FP": 238, + "IoU": 0.721585482330468, + "TN": 194001347, + "TP": 3022, + "n_pred": 3260, + "n_ref": 3950 + }, + "13": { + "Dice": 0.8335334224296101, + "FN": 11680, + "FP": 10367, + "IoU": 0.7145797731862669, + "TN": 193928291, + "TP": 55197, + "n_pred": 65564, + "n_ref": 66877 + }, + "14": { + "Dice": 0.9068028519481487, + "FN": 2835, + "FP": 12184, + "IoU": 0.8294961741934019, + "TN": 193917449, + "TP": 73067, + "n_pred": 85251, + "n_ref": 75902 + }, + "15": { + "Dice": 0.7880194051887788, + "FN": 418, + "FP": 10637, + "IoU": 0.6501914375217542, + "TN": 193973932, + "TP": 20548, + "n_pred": 31185, + "n_ref": 20966 + }, + "2": { + "Dice": 0.9778644606048302, + "FN": 4029, + "FP": 2077, + "IoU": 0.9566876631483373, + "TN": 193864559, + "TP": 134870, + "n_pred": 136947, + "n_ref": 138899 + }, + "3": { + "Dice": 0.9710570048740227, + "FN": 3959, + "FP": 3826, + "IoU": 0.9437422767576473, + "TN": 193867154, + "TP": 130596, + "n_pred": 134422, + "n_ref": 134555 + }, + "4": { + "Dice": 0.9458857007351198, + "FN": 1085, + "FP": 1197, + "IoU": 0.8973274543327634, + "TN": 193983309, + "TP": 19944, + "n_pred": 21141, + "n_ref": 21029 + }, + "5": { + "Dice": 0.6927568738156928, + "FN": 9356, + "FP": 6534, + "IoU": 0.5299372855283399, + "TN": 193971731, + "TP": 17914, + "n_pred": 24448, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9462579999702182, + "FN": 18955, + "FP": 136234, + "IoU": 0.8979978020649022, + "TN": 192484107, + "TP": 1366239, + "n_pred": 1502473, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.9242772683130513, + "FN": 29783, + "FP": 18093, + "IoU": 0.8592151500448444, + "TN": 193665470, + "TP": 292189, + "n_pred": 310282, + "n_ref": 321972 + }, + "8": { + "Dice": 0.9253955456589157, + "FN": 24468, + "FP": 10510, + "IoU": 0.8611499253707644, + "TN": 193753623, + "TP": 216934, + "n_pred": 227444, + "n_ref": 241402 + }, + "9": { + "Dice": 0.932977748488936, + "FN": 7809, + "FP": 5209, + "IoU": 0.874375156813927, + "TN": 193901909, + "TP": 90608, + "n_pred": 95817, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9714760069017372, + "FN": 2691, + "FP": 3872, + "IoU": 0.9445341221212762, + "TN": 99537475, + "TP": 111762, + "n_pred": 115634, + "n_ref": 114453 + }, + "10": { + "Dice": 0.8683942974627776, + "FN": 14031, + "FP": 3444, + "IoU": 0.7674000718763726, + "TN": 99580671, + "TP": 57654, + "n_pred": 61098, + "n_ref": 71685 + }, + "11": { + "Dice": 0.847448041849286, + "FN": 645, + "FP": 434, + "IoU": 0.735279685966634, + "TN": 99651724, + "TP": 2997, + "n_pred": 3431, + "n_ref": 3642 + }, + "12": { + "Dice": 0.8275420336269015, + "FN": 984, + "FP": 93, + "IoU": 0.7058180824911227, + "TN": 99652139, + "TP": 2584, + "n_pred": 2677, + "n_ref": 3568 + }, + "13": { + "Dice": 0.7662372801599906, + "FN": 12864, + "FP": 7007, + "IoU": 0.6210572485602044, + "TN": 99603362, + "TP": 32567, + "n_pred": 39574, + "n_ref": 45431 + }, + "14": { + "Dice": 0.3397263466599338, + "FN": 36648, + "FP": 31345, + "IoU": 0.20462069368895128, + "TN": 99570315, + "TP": 17492, + "n_pred": 48837, + "n_ref": 54140 + }, + "15": { + "Dice": 0.8072237596644889, + "FN": 9653, + "FP": 3861, + "IoU": 0.6767604286261003, + "TN": 99613992, + "TP": 28294, + "n_pred": 32155, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9650015377180264, + "FN": 4930, + "FP": 3036, + "IoU": 0.9323700207151832, + "TN": 99538012, + "TP": 109822, + "n_pred": 112858, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9662536896849461, + "FN": 3508, + "FP": 4895, + "IoU": 0.9347106539035306, + "TN": 99527096, + "TP": 120301, + "n_pred": 125196, + "n_ref": 123809 + }, + "4": { + "Dice": 0.903390772651473, + "FN": 2654, + "FP": 822, + "IoU": 0.8238037307380373, + "TN": 99636072, + "TP": 16252, + "n_pred": 17074, + "n_ref": 18906 + }, + "5": { + "Dice": 0.8863875724065298, + "FN": 233, + "FP": 1493, + "IoU": 0.7959569689088545, + "TN": 99647341, + "TP": 6733, + "n_pred": 8226, + "n_ref": 6966 + }, + "6": { + "Dice": 0.969582053322545, + "FN": 45562, + "FP": 36542, + "IoU": 0.9409599827418833, + "TN": 98265150, + "TP": 1308546, + "n_pred": 1345088, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.9155026170704843, + "FN": 12790, + "FP": 15671, + "IoU": 0.8441722695516962, + "TN": 99473156, + "TP": 154183, + "n_pred": 169854, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9675186995700571, + "FN": 2357, + "FP": 4261, + "IoU": 0.9370810872479393, + "TN": 99550617, + "TP": 98565, + "n_pred": 102826, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9501649188092016, + "FN": 5656, + "FP": 3772, + "IoU": 0.9050611242019616, + "TN": 99556494, + "TP": 89878, + "n_pred": 93650, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9107509245154589, + "FN": 72945, + "FP": 350, + "IoU": 0.8361273330531136, + "TN": 62636252, + "TP": 373973, + "n_pred": 374323, + "n_ref": 446918 + }, + "10": { + "Dice": 0.914407128573109, + "FN": 8658, + "FP": 2984, + "IoU": 0.8423112868926844, + "TN": 63009691, + "TP": 62187, + "n_pred": 65171, + "n_ref": 70845 + }, + "11": { + "Dice": 0.7923755513547575, + "FN": 1030, + "FP": 288, + "IoU": 0.6561440125228281, + "TN": 63079687, + "TP": 2515, + "n_pred": 2803, + "n_ref": 3545 + }, + "12": { + "Dice": 0.8484477748891268, + "FN": 728, + "FP": 263, + "IoU": 0.7367861885790172, + "TN": 63079755, + "TP": 2774, + "n_pred": 3037, + "n_ref": 3502 + }, + "13": { + "Dice": 0.7438754856571203, + "FN": 13681, + "FP": 8337, + "IoU": 0.5921988442732257, + "TN": 63029528, + "TP": 31974, + "n_pred": 40311, + "n_ref": 45655 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.982928598345942, + "FN": 2685, + "FP": 1528, + "IoU": 0.9664302788844622, + "TN": 62958020, + "TP": 121287, + "n_pred": 122815, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9823561721784694, + "FN": 3290, + "FP": 1175, + "IoU": 0.965324158926408, + "TN": 62954756, + "TP": 124299, + "n_pred": 125474, + "n_ref": 127589 + }, + "4": { + "Dice": 0.2785567395774911, + "FN": 15049, + "FP": 387, + "IoU": 0.16181581233709819, + "TN": 63065104, + "TP": 2980, + "n_pred": 3367, + "n_ref": 18029 + }, + "5": { + "Dice": 0.6423056008700381, + "FN": 8095, + "FP": 1772, + "IoU": 0.4730855495033643, + "TN": 63064794, + "TP": 8859, + "n_pred": 10631, + "n_ref": 16954 + }, + "6": { + "Dice": 0.9195952179101828, + "FN": 145286, + "FP": 26853, + "IoU": 0.8511580410921712, + "TN": 61926998, + "TP": 984383, + "n_pred": 1011236, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.8751238286779736, + "FN": 10454, + "FP": 31271, + "IoU": 0.7779734792048019, + "TN": 62895592, + "TP": 146203, + "n_pred": 177474, + "n_ref": 156657 + }, + "8": { + "Dice": 0.948730619841772, + "FN": 9247, + "FP": 1854, + "IoU": 0.902461954802657, + "TN": 62969708, + "TP": 102711, + "n_pred": 104565, + "n_ref": 111958 + }, + "9": { + "Dice": 0.9200469150999269, + "FN": 3275, + "FP": 3610, + "IoU": 0.8519322996193467, + "TN": 63037021, + "TP": 39614, + "n_pred": 43224, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9770321744063538, + "FN": 11100, + "FP": 3070, + "IoU": 0.9550957028774243, + "TN": 109293258, + "TP": 301390, + "n_pred": 304460, + "n_ref": 312490 + }, + "10": { + "Dice": 0.6359951450752285, + "FN": 18498, + "FP": 60977, + "IoU": 0.4662704408851281, + "TN": 109459913, + "TP": 69430, + "n_pred": 130407, + "n_ref": 87928 + }, + "11": { + "Dice": 0.7307552430597648, + "FN": 1452, + "FP": 769, + "IoU": 0.5757402101241643, + "TN": 109603583, + "TP": 3014, + "n_pred": 3783, + "n_ref": 4466 + }, + "12": { + "Dice": 0.817710410849621, + "FN": 1006, + "FP": 365, + "IoU": 0.6916329284750338, + "TN": 109604372, + "TP": 3075, + "n_pred": 3440, + "n_ref": 4081 + }, + "13": { + "Dice": 0.6660885560373144, + "FN": 30083, + "FP": 20745, + "IoU": 0.4993499074110555, + "TN": 109507294, + "TP": 50696, + "n_pred": 71441, + "n_ref": 80779 + }, + "14": { + "Dice": 0.7064383782628979, + "FN": 15902, + "FP": 51429, + "IoU": 0.5461188445852574, + "TN": 109460473, + "TP": 81014, + "n_pred": 132443, + "n_ref": 96916 + }, + "15": { + "Dice": 0.9350857754174149, + "FN": 5645, + "FP": 7947, + "IoU": 0.8780855338691159, + "TN": 109497330, + "TP": 97896, + "n_pred": 105843, + "n_ref": 103541 + }, + "2": { + "Dice": 0.761356270968663, + "FN": 80738, + "FP": 2841, + "IoU": 0.6146692976551622, + "TN": 109391916, + "TP": 133323, + "n_pred": 136164, + "n_ref": 214061 + }, + "3": { + "Dice": 0.8470104237472108, + "FN": 7683, + "FP": 78295, + "IoU": 0.7346210591946466, + "TN": 109284836, + "TP": 238004, + "n_pred": 316299, + "n_ref": 245687 + }, + "4": { + "Dice": 0.5968641538482315, + "FN": 28192, + "FP": 1659, + "IoU": 0.4253787368380527, + "TN": 109556869, + "TP": 22098, + "n_pred": 23757, + "n_ref": 50290 + }, + "5": { + "Dice": 0.7572154418312294, + "FN": 3324, + "FP": 1311, + "IoU": 0.609289387170193, + "TN": 109596955, + "TP": 7228, + "n_pred": 8539, + "n_ref": 10552 + }, + "6": { + "Dice": 0.8735495042938133, + "FN": 38756, + "FP": 312046, + "IoU": 0.7754885879349483, + "TN": 108046305, + "TP": 1211711, + "n_pred": 1523757, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.6171768428467682, + "FN": 660020, + "FP": 7338, + "IoU": 0.4463165370453644, + "TN": 108403512, + "TP": 537948, + "n_pred": 545286, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9585955287340557, + "FN": 2054, + "FP": 5493, + "IoU": 0.9204834002381178, + "TN": 109513907, + "TP": 87364, + "n_pred": 92857, + "n_ref": 89418 + }, + "9": { + "Dice": 0.7690217611049562, + "FN": 7652, + "FP": 20911, + "IoU": 0.624724090813538, + "TN": 109532706, + "TP": 47549, + "n_pred": 68460, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9263575135072902, + "FN": 2453, + "FP": 6502, + "IoU": 0.862817488280891, + "TN": 67002074, + "TP": 56323, + "n_pred": 62825, + "n_ref": 58776 + }, + "10": { + "Dice": 0.7423975944627256, + "FN": 26454, + "FP": 9870, + "IoU": 0.5903277468251641, + "TN": 66978686, + "TP": 52342, + "n_pred": 62212, + "n_ref": 78796 + }, + "11": { + "Dice": 0.604464106173336, + "FN": 1623, + "FP": 344, + "IoU": 0.43314121037463976, + "TN": 67063882, + "TP": 1503, + "n_pred": 1847, + "n_ref": 3126 + }, + "12": { + "Dice": 0.6933621933621934, + "FN": 1389, + "FP": 311, + "IoU": 0.5306460519050249, + "TN": 67063730, + "TP": 1922, + "n_pred": 2233, + "n_ref": 3311 + }, + "13": { + "Dice": 0.5310411915735085, + "FN": 21561, + "FP": 7846, + "IoU": 0.36150856547321797, + "TN": 67021295, + "TP": 16650, + "n_pred": 24496, + "n_ref": 38211 + }, + "14": { + "Dice": 0.7312815303876756, + "FN": 21480, + "FP": 18203, + "IoU": 0.5763938556133178, + "TN": 66973673, + "TP": 53996, + "n_pred": 72199, + "n_ref": 75476 + }, + "15": { + "Dice": 0.2972906555262026, + "FN": 16845, + "FP": 51783, + "IoU": 0.1745985928197727, + "TN": 66984207, + "TP": 14517, + "n_pred": 66300, + "n_ref": 31362 + }, + "2": { + "Dice": 0.9698996201844818, + "FN": 3036, + "FP": 5840, + "IoU": 0.941558356048934, + "TN": 66915474, + "TP": 143002, + "n_pred": 148842, + "n_ref": 146038 + }, + "3": { + "Dice": 0.9708641569747241, + "FN": 6689, + "FP": 2535, + "IoU": 0.9433780424173598, + "TN": 66904447, + "TP": 153681, + "n_pred": 156216, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 0, + "IoU": 0.0, + "TN": 67054313, + "TP": 0, + "n_pred": 0, + "n_ref": 13039 + }, + "5": { + "Dice": 0.8274867356925771, + "FN": 889, + "FP": 2460, + "IoU": 0.7057376328969335, + "TN": 67055971, + "TP": 8032, + "n_pred": 10492, + "n_ref": 8921 + }, + "6": { + "Dice": 0.952081485287817, + "FN": 54326, + "FP": 48905, + "IoU": 0.9085453419527679, + "TN": 65938585, + "TP": 1025536, + "n_pred": 1074441, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.6982807205018042, + "FN": 160802, + "FP": 4090, + "IoU": 0.5364295754849593, + "TN": 66711652, + "TP": 190808, + "n_pred": 194898, + "n_ref": 351610 + }, + "8": { + "Dice": 0.970296911972794, + "FN": 4113, + "FP": 883, + "IoU": 0.9423074702356895, + "TN": 66980755, + "TP": 81601, + "n_pred": 82484, + "n_ref": 85714 + }, + "9": { + "Dice": 0.8991766529123273, + "FN": 6849, + "FP": 8960, + "IoU": 0.8168219317760474, + "TN": 66981048, + "TP": 70495, + "n_pred": 79455, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7181923070096029, + "FN": 79065, + "FP": 316, + "IoU": 0.5602964554956712, + "TN": 74338747, + "TP": 101152, + "n_pred": 101468, + "n_ref": 180217 + }, + "10": { + "Dice": 0.769071085598758, + "FN": 13544, + "FP": 12042, + "IoU": 0.6247891950550659, + "TN": 74451089, + "TP": 42605, + "n_pred": 54647, + "n_ref": 56149 + }, + "11": { + "Dice": 0.7977226000316305, + "FN": 865, + "FP": 414, + "IoU": 0.663509602736122, + "TN": 74515479, + "TP": 2522, + "n_pred": 2936, + "n_ref": 3387 + }, + "12": { + "Dice": 0.5936920222634509, + "FN": 1241, + "FP": 73, + "IoU": 0.42216358839050133, + "TN": 74517006, + "TP": 960, + "n_pred": 1033, + "n_ref": 2201 + }, + "13": { + "Dice": 0.5653943733438574, + "FN": 17819, + "FP": 20724, + "IoU": 0.3941113591347816, + "TN": 74455666, + "TP": 25071, + "n_pred": 45795, + "n_ref": 42890 + }, + "14": { + "Dice": 0.7619711761971176, + "FN": 4062, + "FP": 13346, + "IoU": 0.6154712730003755, + "TN": 74474009, + "TP": 27863, + "n_pred": 41209, + "n_ref": 31925 + }, + "15": { + "Dice": 0.7723489067354475, + "FN": 4008, + "FP": 11526, + "IoU": 0.629127372567745, + "TN": 74477395, + "TP": 26351, + "n_pred": 37877, + "n_ref": 30359 + }, + "2": { + "Dice": 0.9474404356705242, + "FN": 1729, + "FP": 13713, + "IoU": 0.9001299952787785, + "TN": 74364659, + "TP": 139179, + "n_pred": 152892, + "n_ref": 140908 + }, + "3": { + "Dice": 0.9668148712459036, + "FN": 8427, + "FP": 1679, + "IoU": 0.9357615052123062, + "TN": 74361960, + "TP": 147214, + "n_pred": 148893, + "n_ref": 155641 + }, + "4": { + "Dice": 0.6050499241988604, + "FN": 7491, + "FP": 64, + "IoU": 0.4337430670064458, + "TN": 74505938, + "TP": 5787, + "n_pred": 5851, + "n_ref": 13278 + }, + "5": { + "Dice": 0.7370202069032196, + "FN": 2531, + "FP": 2909, + "IoU": 0.583556610273291, + "TN": 74506217, + "TP": 7623, + "n_pred": 10532, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9552963796742114, + "FN": 58762, + "FP": 86040, + "IoU": 0.9144185595684107, + "TN": 72827301, + "TP": 1547177, + "n_pred": 1633217, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.611941552906146, + "FN": 90739, + "FP": 6224, + "IoU": 0.440861517169795, + "TN": 74345865, + "TP": 76452, + "n_pred": 82676, + "n_ref": 167191 + }, + "8": { + "Dice": 0.966343243033455, + "FN": 2132, + "FP": 2204, + "IoU": 0.9348782722316508, + "TN": 74452697, + "TP": 62247, + "n_pred": 64451, + "n_ref": 64379 + }, + "9": { + "Dice": 0.9375058332647067, + "FN": 7477, + "FP": 3906, + "IoU": 0.882363275598363, + "TN": 74422516, + "TP": 85381, + "n_pred": 89287, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9064453806094842, + "FN": 8692, + "FP": 47915, + "IoU": 0.8288981314117484, + "TN": 65720342, + "TP": 274231, + "n_pred": 322146, + "n_ref": 282923 + }, + "10": { + "Dice": 0.7776493812894217, + "FN": 18929, + "FP": 18015, + "IoU": 0.6361917516839327, + "TN": 65949632, + "TP": 64604, + "n_pred": 82619, + "n_ref": 83533 + }, + "11": { + "Dice": 0.665806035178312, + "FN": 1574, + "FP": 497, + "IoU": 0.49903241412675375, + "TN": 66047046, + "TP": 2063, + "n_pred": 2560, + "n_ref": 3637 + }, + "12": { + "Dice": 0.8151347615756738, + "FN": 667, + "FP": 403, + "IoU": 0.6879556722076408, + "TN": 66047751, + "TP": 2359, + "n_pred": 2762, + "n_ref": 3026 + }, + "13": { + "Dice": 0.8419419419419419, + "FN": 5571, + "FP": 10219, + "IoU": 0.7270291295704037, + "TN": 65993335, + "TP": 42055, + "n_pred": 52274, + "n_ref": 47626 + }, + "14": { + "Dice": 0.929864822127977, + "FN": 1334, + "FP": 7315, + "IoU": 0.8689227691561591, + "TN": 65985196, + "TP": 57335, + "n_pred": 64650, + "n_ref": 58669 + }, + "15": { + "Dice": 0.8474000925783058, + "FN": 5374, + "FP": 1549, + "IoU": 0.7352074966532798, + "TN": 66025035, + "TP": 19222, + "n_pred": 20771, + "n_ref": 24596 + }, + "2": { + "Dice": 0.9236515505419631, + "FN": 15234, + "FP": 6045, + "IoU": 0.8581343253730149, + "TN": 65901186, + "TP": 128715, + "n_pred": 134760, + "n_ref": 143949 + }, + "3": { + "Dice": 0.9379847341369506, + "FN": 4079, + "FP": 16119, + "IoU": 0.8832121008869821, + "TN": 65878234, + "TP": 152748, + "n_pred": 168867, + "n_ref": 156827 + }, + "4": { + "Dice": 0.9112316034082107, + "FN": 3059, + "FP": 2098, + "IoU": 0.8369379624359704, + "TN": 66019554, + "TP": 26469, + "n_pred": 28567, + "n_ref": 29528 + }, + "5": { + "Dice": 0.9239353331107826, + "FN": 292, + "FP": 1303, + "IoU": 0.8586243573834427, + "TN": 66039898, + "TP": 9687, + "n_pred": 10990, + "n_ref": 9979 + }, + "6": { + "Dice": 0.938256063129648, + "FN": 21038, + "FP": 110897, + "IoU": 0.8836933563240278, + "TN": 64916808, + "TP": 1002437, + "n_pred": 1113334, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.7028555800788143, + "FN": 445830, + "FP": 2897, + "IoU": 0.5418483626684527, + "TN": 65071751, + "TP": 530702, + "n_pred": 533599, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9680968900249528, + "FN": 1764, + "FP": 3478, + "IoU": 0.9381664622062847, + "TN": 65966404, + "TP": 79534, + "n_pred": 83012, + "n_ref": 81298 + }, + "9": { + "Dice": 0.9209656317262918, + "FN": 4620, + "FP": 6616, + "IoU": 0.8535090807160272, + "TN": 65974479, + "TP": 65465, + "n_pred": 72081, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9813645060676749, + "FN": 3878, + "FP": 1810, + "IoU": 0.9634108686702346, + "TN": 113317084, + "TP": 149768, + "n_pred": 151578, + "n_ref": 153646 + }, + "10": { + "Dice": 0.905165014973295, + "FN": 7268, + "FP": 8091, + "IoU": 0.8267593083456467, + "TN": 113383883, + "TP": 73298, + "n_pred": 81389, + "n_ref": 80566 + }, + "11": { + "Dice": 0.7494086106292382, + "FN": 854, + "FP": 735, + "IoU": 0.5992433795712484, + "TN": 113468575, + "TP": 2376, + "n_pred": 3111, + "n_ref": 3230 + }, + "12": { + "Dice": 0.8962655601659751, + "FN": 519, + "FP": 306, + "IoU": 0.8120300751879699, + "TN": 113468151, + "TP": 3564, + "n_pred": 3870, + "n_ref": 4083 + }, + "13": { + "Dice": 0.730411484839487, + "FN": 23988, + "FP": 15053, + "IoU": 0.5753135572017535, + "TN": 113380611, + "TP": 52888, + "n_pred": 67941, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9085386432669592, + "FN": 34775, + "FP": 11295, + "IoU": 0.8324056895485467, + "TN": 113197650, + "TP": 228820, + "n_pred": 240115, + "n_ref": 263595 + }, + "15": { + "Dice": 0.49525984544706164, + "FN": 3233, + "FP": 34781, + "IoU": 0.32913313567697305, + "TN": 113415876, + "TP": 18650, + "n_pred": 53431, + "n_ref": 21883 + }, + "2": { + "Dice": 0.9748744117390303, + "FN": 4247, + "FP": 2085, + "IoU": 0.9509804680544696, + "TN": 113343367, + "TP": 122841, + "n_pred": 124926, + "n_ref": 127088 + }, + "3": { + "Dice": 0.943237895246941, + "FN": 3513, + "FP": 10543, + "IoU": 0.8925735423369993, + "TN": 113341697, + "TP": 116787, + "n_pred": 127330, + "n_ref": 120300 + }, + "4": { + "Dice": 0.8516146016146016, + "FN": 1977, + "FP": 8169, + "IoU": 0.7415756093833575, + "TN": 113433279, + "TP": 29115, + "n_pred": 37284, + "n_ref": 31092 + }, + "5": { + "Dice": 0.7517938937264527, + "FN": 8781, + "FP": 7096, + "IoU": 0.6022994839937879, + "TN": 113432618, + "TP": 24045, + "n_pred": 31141, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9663478265385075, + "FN": 27071, + "FP": 50695, + "IoU": 0.9348868520272188, + "TN": 112278219, + "TP": 1116555, + "n_pred": 1167250, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.896243487415019, + "FN": 25618, + "FP": 18931, + "IoU": 0.8119938384925408, + "TN": 113235585, + "TP": 192406, + "n_pred": 211337, + "n_ref": 218024 + }, + "8": { + "Dice": 0.9208953287628856, + "FN": 30010, + "FP": 1698, + "IoU": 0.8533883258119406, + "TN": 113256268, + "TP": 184564, + "n_pred": 186262, + "n_ref": 214574 + }, + "9": { + "Dice": 0.9118965240368473, + "FN": 12543, + "FP": 5562, + "IoU": 0.8380604824643787, + "TN": 113360739, + "TP": 93696, + "n_pred": 99258, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8413728717115239, + "FN": 3722, + "FP": 42833, + "IoU": 0.7261808835379159, + "TN": 75026707, + "TP": 123466, + "n_pred": 166299, + "n_ref": 127188 + }, + "10": { + "Dice": 0.9066929944511026, + "FN": 14188, + "FP": 3485, + "IoU": 0.8293123430558238, + "TN": 75093188, + "TP": 85867, + "n_pred": 89352, + "n_ref": 100055 + }, + "11": { + "Dice": 0.72833528134914, + "FN": 1363, + "FP": 264, + "IoU": 0.5727415966386554, + "TN": 75192920, + "TP": 2181, + "n_pred": 2445, + "n_ref": 3544 + }, + "12": { + "Dice": 0.6967213114754098, + "FN": 1151, + "FP": 551, + "IoU": 0.5345911949685535, + "TN": 75193071, + "TP": 1955, + "n_pred": 2506, + "n_ref": 3106 + }, + "13": { + "Dice": 0.7203852854523729, + "FN": 15771, + "FP": 14884, + "IoU": 0.5629704607664233, + "TN": 75126584, + "TP": 39489, + "n_pred": 54373, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9389758486307155, + "FN": 9091, + "FP": 7022, + "IoU": 0.8849712303145391, + "TN": 75056650, + "TP": 123965, + "n_pred": 130987, + "n_ref": 133056 + }, + "15": { + "Dice": 0.8259105829737826, + "FN": 16194, + "FP": 8096, + "IoU": 0.7034477706695317, + "TN": 75114820, + "TP": 57618, + "n_pred": 65714, + "n_ref": 73812 + }, + "2": { + "Dice": 0.9454389345367051, + "FN": 4265, + "FP": 12130, + "IoU": 0.8965236490324535, + "TN": 75038286, + "TP": 142047, + "n_pred": 154177, + "n_ref": 146312 + }, + "3": { + "Dice": 0.9405921773421488, + "FN": 11440, + "FP": 5749, + "IoU": 0.8878471134773985, + "TN": 75043464, + "TP": 136075, + "n_pred": 141824, + "n_ref": 147515 + }, + "4": { + "Dice": 0.9161886162984662, + "FN": 2444, + "FP": 1676, + "IoU": 0.845339539772514, + "TN": 75170089, + "TP": 22519, + "n_pred": 24195, + "n_ref": 24963 + }, + "5": { + "Dice": 0.9005653883972468, + "FN": 374, + "FP": 1244, + "IoU": 0.8191168250419228, + "TN": 75187783, + "TP": 7327, + "n_pred": 8571, + "n_ref": 7701 + }, + "6": { + "Dice": 0.924101449924592, + "FN": 18811, + "FP": 184503, + "IoU": 0.8589113256633938, + "TN": 73755691, + "TP": 1237723, + "n_pred": 1422226, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.9424523258478079, + "FN": 9900, + "FP": 7431, + "IoU": 0.8911676975729222, + "TN": 75037483, + "TP": 141914, + "n_pred": 149345, + "n_ref": 151814 + }, + "8": { + "Dice": 0.955137938993428, + "FN": 6113, + "FP": 1273, + "IoU": 0.9141282611728596, + "TN": 75110716, + "TP": 78626, + "n_pred": 79899, + "n_ref": 84739 + }, + "9": { + "Dice": 0.8857422003934461, + "FN": 10146, + "FP": 7162, + "IoU": 0.7949167604715919, + "TN": 75112333, + "TP": 67087, + "n_pred": 74249, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9799344531694973, + "FN": 5949, + "FP": 2647, + "IoU": 0.9606583186877563, + "TN": 86709376, + "TP": 209900, + "n_pred": 212547, + "n_ref": 215849 + }, + "10": { + "Dice": 0.7162236445545243, + "FN": 12150, + "FP": 32763, + "IoU": 0.5579037513165537, + "TN": 86826281, + "TP": 56678, + "n_pred": 89441, + "n_ref": 68828 + }, + "11": { + "Dice": 0.7011494252873564, + "FN": 1065, + "FP": 235, + "IoU": 0.5398230088495575, + "TN": 86925047, + "TP": 1525, + "n_pred": 1760, + "n_ref": 2590 + }, + "12": { + "Dice": 0.7509535770769374, + "FN": 879, + "FP": 1798, + "IoU": 0.601221510502011, + "TN": 86921159, + "TP": 4036, + "n_pred": 5834, + "n_ref": 4915 + }, + "13": { + "Dice": 0.6586299726057678, + "FN": 13647, + "FP": 29594, + "IoU": 0.4910128891766229, + "TN": 86842917, + "TP": 41714, + "n_pred": 71308, + "n_ref": 55361 + }, + "14": { + "Dice": 0.8548710645131966, + "FN": 12749, + "FP": 11198, + "IoU": 0.7465282188068928, + "TN": 86833396, + "TP": 70529, + "n_pred": 81727, + "n_ref": 83278 + }, + "15": { + "Dice": 0.8954484506555472, + "FN": 22745, + "FP": 9926, + "IoU": 0.8106895972279362, + "TN": 86755293, + "TP": 139908, + "n_pred": 149834, + "n_ref": 162653 + }, + "2": { + "Dice": 0.9255572108541479, + "FN": 12700, + "FP": 5239, + "IoU": 0.8614299618409059, + "TN": 86798414, + "TP": 111519, + "n_pred": 116758, + "n_ref": 124219 + }, + "3": { + "Dice": 0.9319329686954498, + "FN": 10189, + "FP": 13207, + "IoU": 0.8725416489610913, + "TN": 86744314, + "TP": 160162, + "n_pred": 173369, + "n_ref": 170351 + }, + "4": { + "Dice": 0.8714219299993359, + "FN": 3401, + "FP": 471, + "IoU": 0.7721414700170659, + "TN": 86910879, + "TP": 13121, + "n_pred": 13592, + "n_ref": 16522 + }, + "5": { + "Dice": 0.8924887032142552, + "FN": 239, + "FP": 1022, + "IoU": 0.8058506543494997, + "TN": 86921377, + "TP": 5234, + "n_pred": 6256, + "n_ref": 5473 + }, + "6": { + "Dice": 0.9321840581673521, + "FN": 25198, + "FP": 141998, + "IoU": 0.8729819640709646, + "TN": 85611555, + "TP": 1149121, + "n_pred": 1291119, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.5693142061029716, + "FN": 613547, + "FP": 6268, + "IoU": 0.3979309842395396, + "TN": 85898397, + "TP": 409660, + "n_pred": 415928, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.950357178426242, + "FN": 1905, + "FP": 3578, + "IoU": 0.9054100679708795, + "TN": 86869906, + "TP": 52483, + "n_pred": 56061, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8621528060233015, + "FN": 3067, + "FP": 12184, + "IoU": 0.7577052618200305, + "TN": 86864928, + "TP": 47693, + "n_pred": 59877, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8385157207023275, + "FN": 6322, + "FP": 25316, + "IoU": 0.721934627655367, + "TN": 37635821, + "TP": 82141, + "n_pred": 107457, + "n_ref": 88463 + }, + "10": { + "Dice": 0.839630965168022, + "FN": 15469, + "FP": 1253, + "IoU": 0.7235895994842719, + "TN": 37689103, + "TP": 43775, + "n_pred": 45028, + "n_ref": 59244 + }, + "11": { + "Dice": 0.8447981807845367, + "FN": 359, + "FP": 460, + "IoU": 0.7312992125984252, + "TN": 37746552, + "TP": 2229, + "n_pred": 2689, + "n_ref": 2588 + }, + "12": { + "Dice": 0.6300736067297581, + "FN": 1419, + "FP": 340, + "IoU": 0.45993245317777093, + "TN": 37746343, + "TP": 1498, + "n_pred": 1838, + "n_ref": 2917 + }, + "13": { + "Dice": 0.7665260955380351, + "FN": 9350, + "FP": 12297, + "IoU": 0.6214368157811899, + "TN": 37692418, + "TP": 35535, + "n_pred": 47832, + "n_ref": 44885 + }, + "14": { + "Dice": 0.5068968289175566, + "FN": 15146, + "FP": 150477, + "IoU": 0.33949216553473366, + "TN": 37498849, + "TP": 85128, + "n_pred": 235605, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 24884, + "IoU": 0.0, + "TN": 37724716, + "TP": 0, + "n_pred": 24884, + "n_ref": 0 + }, + "2": { + "Dice": 0.7741289358466822, + "FN": 26413, + "FP": 16664, + "IoU": 0.6314929509991788, + "TN": 37632704, + "TP": 73819, + "n_pred": 90483, + "n_ref": 100232 + }, + "3": { + "Dice": 0.8531114053338377, + "FN": 21043, + "FP": 2255, + "IoU": 0.743848538821822, + "TN": 37658646, + "TP": 67656, + "n_pred": 69911, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 0, + "IoU": 0.0, + "TN": 37737906, + "TP": 0, + "n_pred": 0, + "n_ref": 11694 + }, + "5": { + "Dice": 0.845702450811184, + "FN": 1474, + "FP": 1655, + "IoU": 0.7326555023923444, + "TN": 37737896, + "TP": 8575, + "n_pred": 10230, + "n_ref": 10049 + }, + "6": { + "Dice": 0.9608311593587275, + "FN": 46971, + "FP": 9738, + "IoU": 0.9246150594409638, + "TN": 36997341, + "TP": 695550, + "n_pred": 705288, + "n_ref": 742521 + }, + "7": { + "Dice": 0.9235019631346552, + "FN": 43278, + "FP": 6756, + "IoU": 0.8578761237909927, + "TN": 37397555, + "TP": 302011, + "n_pred": 308767, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9472153795362775, + "FN": 3489, + "FP": 4825, + "IoU": 0.8997238002195125, + "TN": 37666689, + "TP": 74597, + "n_pred": 79422, + "n_ref": 78086 + }, + "9": { + "Dice": 0.8821989528795812, + "FN": 8602, + "FP": 3728, + "IoU": 0.7892271662763466, + "TN": 37691101, + "TP": 46169, + "n_pred": 49897, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9383421664227832, + "FN": 7253, + "FP": 17818, + "IoU": 0.8838461288992462, + "TN": 75690845, + "TP": 190772, + "n_pred": 208590, + "n_ref": 198025 + }, + "10": { + "Dice": 0.9272133683491024, + "FN": 11016, + "FP": 5170, + "IoU": 0.8643036191849498, + "TN": 75787407, + "TP": 103095, + "n_pred": 108265, + "n_ref": 114111 + }, + "11": { + "Dice": 0.70995670995671, + "FN": 1390, + "FP": 1022, + "IoU": 0.5503355704697986, + "TN": 75901324, + "TP": 2952, + "n_pred": 3974, + "n_ref": 4342 + }, + "12": { + "Dice": 0.8699484092863284, + "FN": 537, + "FP": 673, + "IoU": 0.7698307019212478, + "TN": 75901431, + "TP": 4047, + "n_pred": 4720, + "n_ref": 4584 + }, + "13": { + "Dice": 0.809074873791132, + "FN": 8246, + "FP": 7449, + "IoU": 0.6793667007150154, + "TN": 75857738, + "TP": 33255, + "n_pred": 40704, + "n_ref": 41501 + }, + "14": { + "Dice": 0.9097692392877463, + "FN": 4558, + "FP": 19071, + "IoU": 0.8344740141925451, + "TN": 75763937, + "TP": 119122, + "n_pred": 138193, + "n_ref": 123680 + }, + "15": { + "Dice": 0.827154238849927, + "FN": 47683, + "FP": 10654, + "IoU": 0.7052540634489171, + "TN": 75708765, + "TP": 139586, + "n_pred": 150240, + "n_ref": 187269 + }, + "2": { + "Dice": 0.9320147345704277, + "FN": 17374, + "FP": 8206, + "IoU": 0.8726850123681683, + "TN": 75705769, + "TP": 175339, + "n_pred": 183545, + "n_ref": 192713 + }, + "3": { + "Dice": 0.9476216431723238, + "FN": 5232, + "FP": 21963, + "IoU": 0.9004571759047434, + "TN": 75633489, + "TP": 246004, + "n_pred": 267967, + "n_ref": 251236 + }, + "4": { + "Dice": 0.9439698026725983, + "FN": 2168, + "FP": 1157, + "IoU": 0.8938852364843302, + "TN": 75875354, + "TP": 28009, + "n_pred": 29166, + "n_ref": 30177 + }, + "5": { + "Dice": 0.9184012902575475, + "FN": 518, + "FP": 1101, + "IoU": 0.8491146318732525, + "TN": 75895958, + "TP": 9111, + "n_pred": 10212, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9722118013068413, + "FN": 43200, + "FP": 51908, + "IoU": 0.9459262156765534, + "TN": 74147832, + "TP": 1663748, + "n_pred": 1715656, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.908263483193633, + "FN": 37729, + "FP": 9945, + "IoU": 0.8319438520299353, + "TN": 75623009, + "TP": 236005, + "n_pred": 245950, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9662280318265279, + "FN": 3341, + "FP": 2839, + "IoU": 0.9346626350622713, + "TN": 75812102, + "TP": 88406, + "n_pred": 91245, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8640596936263462, + "FN": 15446, + "FP": 4157, + "IoU": 0.7606558978303603, + "TN": 75824785, + "TP": 62300, + "n_pred": 66457, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9733817948580897, + "FN": 3993, + "FP": 987, + "IoU": 0.9481439058676524, + "TN": 61291715, + "TP": 91055, + "n_pred": 92042, + "n_ref": 95048 + }, + "10": { + "Dice": 0.909213630406291, + "FN": 8680, + "FP": 5174, + "IoU": 0.8335395965251661, + "TN": 61304523, + "TP": 69373, + "n_pred": 74547, + "n_ref": 78053 + }, + "11": { + "Dice": 0.874368960046156, + "FN": 311, + "FP": 560, + "IoU": 0.7767811378780113, + "TN": 61383848, + "TP": 3031, + "n_pred": 3591, + "n_ref": 3342 + }, + "12": { + "Dice": 0.8802816901408451, + "FN": 619, + "FP": 129, + "IoU": 0.7861635220125787, + "TN": 61384252, + "TP": 2750, + "n_pred": 2879, + "n_ref": 3369 + }, + "13": { + "Dice": 0.7262127114573883, + "FN": 12238, + "FP": 8284, + "IoU": 0.5701208655397055, + "TN": 61340011, + "TP": 27217, + "n_pred": 35501, + "n_ref": 39455 + }, + "14": { + "Dice": 0.9010954233886919, + "FN": 3819, + "FP": 9932, + "IoU": 0.8199942402345796, + "TN": 61311358, + "TP": 62641, + "n_pred": 72573, + "n_ref": 66460 + }, + "15": { + "Dice": 0.9106955242698046, + "FN": 3725, + "FP": 3925, + "IoU": 0.8360339506172839, + "TN": 61341094, + "TP": 39006, + "n_pred": 42931, + "n_ref": 42731 + }, + "2": { + "Dice": 0.9668236824396718, + "FN": 4575, + "FP": 4250, + "IoU": 0.9357780138850481, + "TN": 61250336, + "TP": 128589, + "n_pred": 132839, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9705590823452858, + "FN": 5348, + "FP": 2434, + "IoU": 0.9428021226865804, + "TN": 61251696, + "TP": 128272, + "n_pred": 130706, + "n_ref": 133620 + }, + "4": { + "Dice": 0.77160255458191, + "FN": 5988, + "FP": 1701, + "IoU": 0.6281375441311602, + "TN": 61367073, + "TP": 12988, + "n_pred": 14689, + "n_ref": 18976 + }, + "5": { + "Dice": 0.7246258561827669, + "FN": 10821, + "FP": 2004, + "IoU": 0.5681672783595407, + "TN": 61358051, + "TP": 16874, + "n_pred": 18878, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9761080853217272, + "FN": 24480, + "FP": 23015, + "IoU": 0.9533311781531547, + "TN": 60370047, + "TP": 970208, + "n_pred": 993223, + "n_ref": 994688 + }, + "7": { + "Dice": 0.8949497085985577, + "FN": 23581, + "FP": 13172, + "IoU": 0.8098723791688868, + "TN": 61194443, + "TP": 156554, + "n_pred": 169726, + "n_ref": 180135 + }, + "8": { + "Dice": 0.9463491342701211, + "FN": 21239, + "FP": 4281, + "IoU": 0.8981619671660136, + "TN": 61137156, + "TP": 225074, + "n_pred": 229355, + "n_ref": 246313 + }, + "9": { + "Dice": 0.9426891756171517, + "FN": 6035, + "FP": 2924, + "IoU": 0.8915913408598638, + "TN": 61305109, + "TP": 73682, + "n_pred": 76606, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9758812913575295, + "FN": 3012, + "FP": 6009, + "IoU": 0.9528986074779531, + "TN": 39557277, + "TP": 182502, + "n_pred": 188511, + "n_ref": 185514 + }, + "10": { + "Dice": 0.7825981408615964, + "FN": 13147, + "FP": 8346, + "IoU": 0.6428428993984513, + "TN": 39688622, + "TP": 38685, + "n_pred": 47031, + "n_ref": 51832 + }, + "11": { + "Dice": 0.805249343832021, + "FN": 730, + "FP": 383, + "IoU": 0.6739894551845342, + "TN": 39745386, + "TP": 2301, + "n_pred": 2684, + "n_ref": 3031 + }, + "12": { + "Dice": 0.9013072834362879, + "FN": 323, + "FP": 364, + "IoU": 0.8203451882845189, + "TN": 39744976, + "TP": 3137, + "n_pred": 3501, + "n_ref": 3460 + }, + "13": { + "Dice": 0.8724714783945144, + "FN": 6912, + "FP": 3875, + "IoU": 0.7737910497840037, + "TN": 39701114, + "TP": 36899, + "n_pred": 40774, + "n_ref": 43811 + }, + "14": { + "Dice": 0.46233901958436296, + "FN": 12098, + "FP": 37291, + "IoU": 0.30067682374263704, + "TN": 39678176, + "TP": 21235, + "n_pred": 58526, + "n_ref": 33333 + }, + "15": { + "Dice": 0.8300059025728274, + "FN": 3906, + "FP": 15678, + "IoU": 0.7094103332640888, + "TN": 39681406, + "TP": 47810, + "n_pred": 63488, + "n_ref": 51716 + }, + "2": { + "Dice": 0.9696887410474865, + "FN": 3575, + "FP": 3569, + "IoU": 0.9411609672530803, + "TN": 39627384, + "TP": 114272, + "n_pred": 117841, + "n_ref": 117847 + }, + "3": { + "Dice": 0.9704554078284613, + "FN": 3839, + "FP": 4103, + "IoU": 0.9426064836896039, + "TN": 39610422, + "TP": 130436, + "n_pred": 134539, + "n_ref": 134275 + }, + "4": { + "Dice": 0.9157368218545594, + "FN": 2353, + "FP": 1589, + "IoU": 0.8445706174591909, + "TN": 39723438, + "TP": 21420, + "n_pred": 23009, + "n_ref": 23773 + }, + "5": { + "Dice": 0.8854089357280689, + "FN": 559, + "FP": 985, + "IoU": 0.7943800772406445, + "TN": 39741291, + "TP": 5965, + "n_pred": 6950, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9728995932220734, + "FN": 15288, + "FP": 35558, + "IoU": 0.9472292940415785, + "TN": 38785273, + "TP": 912681, + "n_pred": 948239, + "n_ref": 927969 + }, + "7": { + "Dice": 0.600968517951339, + "FN": 415189, + "FP": 5630, + "IoU": 0.42956039636171395, + "TN": 39011090, + "TP": 316891, + "n_pred": 322521, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9695803315028465, + "FN": 1421, + "FP": 1598, + "IoU": 0.9409567394195416, + "TN": 39697668, + "TP": 48113, + "n_pred": 49711, + "n_ref": 49534 + }, + "9": { + "Dice": 0.9234336030350222, + "FN": 2197, + "FP": 4342, + "IoU": 0.8577581518783581, + "TN": 39702829, + "TP": 39432, + "n_pred": 43774, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9168536223380389, + "FN": 3982, + "FP": 12881, + "IoU": 0.846472500159327, + "TN": 101286771, + "TP": 92974, + "n_pred": 105855, + "n_ref": 96956 + }, + "10": { + "Dice": 0.8556146839859624, + "FN": 19123, + "FP": 2230, + "IoU": 0.7476631096299973, + "TN": 101311987, + "TP": 63268, + "n_pred": 65498, + "n_ref": 82391 + }, + "11": { + "Dice": 0.7248381077818022, + "FN": 2227, + "FP": 280, + "IoU": 0.5684283009123774, + "TN": 101390799, + "TP": 3302, + "n_pred": 3582, + "n_ref": 5529 + }, + "12": { + "Dice": 0.7402990909979474, + "FN": 1438, + "FP": 1219, + "IoU": 0.5876784605834885, + "TN": 101390164, + "TP": 3787, + "n_pred": 5006, + "n_ref": 5225 + }, + "13": { + "Dice": 0.9309041118286602, + "FN": 4394, + "FP": 2368, + "IoU": 0.8707395867184066, + "TN": 101344295, + "TP": 45551, + "n_pred": 47919, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9531936083893551, + "FN": 12858, + "FP": 3121, + "IoU": 0.9105729732149853, + "TN": 101217926, + "TP": 162703, + "n_pred": 165824, + "n_ref": 175561 + }, + "15": { + "Dice": 0.9072062393060364, + "FN": 4075, + "FP": 589, + "IoU": 0.830171503477406, + "TN": 101369145, + "TP": 22799, + "n_pred": 23388, + "n_ref": 26874 + }, + "2": { + "Dice": 0.8390675585059209, + "FN": 7184, + "FP": 59775, + "IoU": 0.7227531323235921, + "TN": 101155094, + "TP": 174555, + "n_pred": 234330, + "n_ref": 181739 + }, + "3": { + "Dice": 0.7807795811195084, + "FN": 59681, + "FP": 682, + "IoU": 0.6403924745916191, + "TN": 101228750, + "TP": 107495, + "n_pred": 108177, + "n_ref": 167176 + }, + "4": { + "Dice": 0.9350407222058679, + "FN": 617, + "FP": 707, + "IoU": 0.8780060812678522, + "TN": 101385755, + "TP": 9529, + "n_pred": 10236, + "n_ref": 10146 + }, + "5": { + "Dice": 0.8311486789987341, + "FN": 7985, + "FP": 4420, + "IoU": 0.7110816098378983, + "TN": 101353672, + "TP": 30531, + "n_pred": 34951, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9654127209367428, + "FN": 30348, + "FP": 98640, + "IoU": 0.9331380159737255, + "TN": 99467440, + "TP": 1800180, + "n_pred": 1898820, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.9070115033643865, + "FN": 66269, + "FP": 14672, + "IoU": 0.8298454248661421, + "TN": 100920917, + "TP": 394750, + "n_pred": 409422, + "n_ref": 461019 + }, + "8": { + "Dice": 0.9243610125963068, + "FN": 28964, + "FP": 8146, + "IoU": 0.8593598999488374, + "TN": 101132743, + "TP": 226755, + "n_pred": 234901, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9449112978524743, + "FN": 4647, + "FP": 4911, + "IoU": 0.8955752212389381, + "TN": 101305078, + "TP": 81972, + "n_pred": 86883, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8855778860775648, + "FN": 12295, + "FP": 40602, + "IoU": 0.7946521116317349, + "TN": 73625907, + "TP": 204700, + "n_pred": 245302, + "n_ref": 216995 + }, + "10": { + "Dice": 0.4315354689976466, + "FN": 30916, + "FP": 87444, + "IoU": 0.2751324371497688, + "TN": 73720219, + "TP": 44925, + "n_pred": 132369, + "n_ref": 75841 + }, + "11": { + "Dice": 0.6331070007024117, + "FN": 2203, + "FP": 2498, + "IoU": 0.4631723192874272, + "TN": 73874747, + "TP": 4056, + "n_pred": 6554, + "n_ref": 6259 + }, + "12": { + "Dice": 0.6637329612536224, + "FN": 2449, + "FP": 684, + "IoU": 0.49670682730923693, + "TN": 73877279, + "TP": 3092, + "n_pred": 3776, + "n_ref": 5541 + }, + "13": { + "Dice": 0.01766117013221968, + "FN": 60131, + "FP": 63126, + "IoU": 0.008909259035902384, + "TN": 73759139, + "TP": 1108, + "n_pred": 64234, + "n_ref": 61239 + }, + "14": { + "Dice": 0.7893160832594293, + "FN": 25490, + "FP": 14896, + "IoU": 0.6519588410693049, + "TN": 73767466, + "TP": 75652, + "n_pred": 90548, + "n_ref": 101142 + }, + "15": { + "Dice": 0.871080481085563, + "FN": 26769, + "FP": 31071, + "IoU": 0.7716054745188473, + "TN": 73630258, + "TP": 195406, + "n_pred": 226477, + "n_ref": 222175 + }, + "2": { + "Dice": 0.7156197377149563, + "FN": 78858, + "FP": 10310, + "IoU": 0.557171235597934, + "TN": 73682144, + "TP": 112192, + "n_pred": 122502, + "n_ref": 191050 + }, + "3": { + "Dice": 0.7343646014983994, + "FN": 24769, + "FP": 92980, + "IoU": 0.5802339302202053, + "TN": 73602993, + "TP": 162762, + "n_pred": 255742, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 6433, + "IoU": 0.0, + "TN": 73829183, + "TP": 0, + "n_pred": 6433, + "n_ref": 47888 + }, + "5": { + "Dice": 0.700179147259047, + "FN": 5357, + "FP": 3011, + "IoU": 0.5386735762721209, + "TN": 73865365, + "TP": 9771, + "n_pred": 12782, + "n_ref": 15128 + }, + "6": { + "Dice": 0.7464117688015357, + "FN": 350573, + "FP": 567247, + "IoU": 0.5954202107401295, + "TN": 71614928, + "TP": 1350756, + "n_pred": 1918003, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.6002362067058441, + "FN": 88487, + "FP": 23552, + "IoU": 0.42881249649504716, + "TN": 73687353, + "TP": 84112, + "n_pred": 107664, + "n_ref": 172599 + }, + "8": { + "Dice": 0.8998780365654625, + "FN": 3082, + "FP": 13911, + "IoU": 0.8179802480772939, + "TN": 73790146, + "TP": 76365, + "n_pred": 90276, + "n_ref": 79447 + }, + "9": { + "Dice": 0.7426712865491555, + "FN": 11518, + "FP": 42994, + "IoU": 0.5906739252862775, + "TN": 73750329, + "TP": 78663, + "n_pred": 121657, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9701764383211465, + "FN": 5171, + "FP": 6029, + "IoU": 0.9420802498823505, + "TN": 69302405, + "TP": 182171, + "n_pred": 188200, + "n_ref": 187342 + }, + "10": { + "Dice": 0.7930264150943396, + "FN": 14935, + "FP": 12489, + "IoU": 0.657037092618994, + "TN": 69415814, + "TP": 52538, + "n_pred": 65027, + "n_ref": 67473 + }, + "11": { + "Dice": 0.8016866854076157, + "FN": 324, + "FP": 1228, + "IoU": 0.6690125826402218, + "TN": 69491087, + "TP": 3137, + "n_pred": 4365, + "n_ref": 3461 + }, + "12": { + "Dice": 0.8086553323029366, + "FN": 536, + "FP": 702, + "IoU": 0.6787752983912818, + "TN": 69491922, + "TP": 2616, + "n_pred": 3318, + "n_ref": 3152 + }, + "13": { + "Dice": 0.7943108081536344, + "FN": 17224, + "FP": 14158, + "IoU": 0.658802296251196, + "TN": 69403800, + "TP": 60594, + "n_pred": 74752, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9206078018437679, + "FN": 19018, + "FP": 3752, + "IoU": 0.8528946229334505, + "TN": 69340989, + "TP": 132017, + "n_pred": 135769, + "n_ref": 151035 + }, + "15": { + "Dice": 0.8267136919007432, + "FN": 11955, + "FP": 22438, + "IoU": 0.7046137726093753, + "TN": 69379342, + "TP": 82041, + "n_pred": 104479, + "n_ref": 93996 + }, + "2": { + "Dice": 0.9185725659217859, + "FN": 6505, + "FP": 18962, + "IoU": 0.8494074932589053, + "TN": 69326664, + "TP": 143645, + "n_pred": 162607, + "n_ref": 150150 + }, + "3": { + "Dice": 0.9179287198535246, + "FN": 23921, + "FP": 2660, + "IoU": 0.8483070724594673, + "TN": 69320547, + "TP": 148648, + "n_pred": 151308, + "n_ref": 172569 + }, + "4": { + "Dice": 0.5421835699364795, + "FN": 18042, + "FP": 14175, + "IoU": 0.37191484384138496, + "TN": 69444482, + "TP": 19077, + "n_pred": 33252, + "n_ref": 37119 + }, + "5": { + "Dice": 0.9113604044872807, + "FN": 1789, + "FP": 1577, + "IoU": 0.837155297532656, + "TN": 69475106, + "TP": 17304, + "n_pred": 18881, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9706688439874195, + "FN": 48051, + "FP": 36656, + "IoU": 0.9430092913417613, + "TN": 68009446, + "TP": 1401623, + "n_pred": 1438279, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.943328012983548, + "FN": 14231, + "FP": 21666, + "IoU": 0.892734949515474, + "TN": 69161119, + "TP": 298760, + "n_pred": 320426, + "n_ref": 312991 + }, + "8": { + "Dice": 0.9531025938120203, + "FN": 5604, + "FP": 2572, + "IoU": 0.9104068728974216, + "TN": 69404519, + "TP": 83081, + "n_pred": 85653, + "n_ref": 88685 + }, + "9": { + "Dice": 0.9123947518111752, + "FN": 7387, + "FP": 6628, + "IoU": 0.8389024908904905, + "TN": 69408779, + "TP": 72982, + "n_pred": 79610, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.901843067609582, + "FN": 4874, + "FP": 38126, + "IoU": 0.8212333237713948, + "TN": 50593015, + "TP": 197537, + "n_pred": 235663, + "n_ref": 202411 + }, + "10": { + "Dice": 0.9040965598542493, + "FN": 8351, + "FP": 5967, + "IoU": 0.8249783025902429, + "TN": 50751745, + "TP": 67489, + "n_pred": 73456, + "n_ref": 75840 + }, + "11": { + "Dice": 0.8414041686256073, + "FN": 1360, + "FP": 664, + "IoU": 0.7262275125118355, + "TN": 50826159, + "TP": 5369, + "n_pred": 6033, + "n_ref": 6729 + }, + "12": { + "Dice": 0.8571428571428571, + "FN": 1274, + "FP": 401, + "IoU": 0.75, + "TN": 50826852, + "TP": 5025, + "n_pred": 5426, + "n_ref": 6299 + }, + "13": { + "Dice": 0.7628986801350559, + "FN": 7253, + "FP": 18238, + "IoU": 0.6166824559029187, + "TN": 50767051, + "TP": 41010, + "n_pred": 59248, + "n_ref": 48263 + }, + "14": { + "Dice": 0.7338778929730861, + "FN": 15698, + "FP": 9714, + "IoU": 0.579626474334585, + "TN": 50773101, + "TP": 35039, + "n_pred": 44753, + "n_ref": 50737 + }, + "15": { + "Dice": 0.7620700084366693, + "FN": 10819, + "FP": 4128, + "IoU": 0.6156002468881803, + "TN": 50794668, + "TP": 23937, + "n_pred": 28065, + "n_ref": 34756 + }, + "2": { + "Dice": 0.9591219022323167, + "FN": 7684, + "FP": 9738, + "IoU": 0.9214545913582919, + "TN": 50611744, + "TP": 204386, + "n_pred": 214124, + "n_ref": 212070 + }, + "3": { + "Dice": 0.9651230642627366, + "FN": 9623, + "FP": 4363, + "IoU": 0.9325969406934043, + "TN": 50626054, + "TP": 193512, + "n_pred": 197875, + "n_ref": 203135 + }, + "4": { + "Dice": 0.9381550787466388, + "FN": 869, + "FP": 1385, + "IoU": 0.8835142118863049, + "TN": 50814202, + "TP": 17096, + "n_pred": 18481, + "n_ref": 17965 + }, + "5": { + "Dice": 0.8852621923253325, + "FN": 1263, + "FP": 1739, + "IoU": 0.7941438661455119, + "TN": 50818969, + "TP": 11581, + "n_pred": 13320, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9338246644664276, + "FN": 30697, + "FP": 276243, + "IoU": 0.8758640660160187, + "TN": 48360940, + "TP": 2165672, + "n_pred": 2441915, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.9103445941944381, + "FN": 13163, + "FP": 29225, + "IoU": 0.8354426448437039, + "TN": 50575964, + "TP": 215200, + "n_pred": 244425, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9635653429742854, + "FN": 3512, + "FP": 4006, + "IoU": 0.9296923220798653, + "TN": 50726622, + "TP": 99412, + "n_pred": 103418, + "n_ref": 102924 + }, + "9": { + "Dice": 0.9363746659164439, + "FN": 8611, + "FP": 5863, + "IoU": 0.8803613790595217, + "TN": 50712571, + "TP": 106507, + "n_pred": 112370, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9250089719589909, + "FN": 21218, + "FP": 9708, + "IoU": 0.8604806438660838, + "TN": 76663199, + "TP": 190735, + "n_pred": 200443, + "n_ref": 211953 + }, + "10": { + "Dice": 0.8029207924469436, + "FN": 10914, + "FP": 15617, + "IoU": 0.6707332208101668, + "TN": 76804284, + "TP": 54045, + "n_pred": 69662, + "n_ref": 64959 + }, + "11": { + "Dice": 0.8050738599871547, + "FN": 367, + "FP": 847, + "IoU": 0.6737436173071755, + "TN": 76881139, + "TP": 2507, + "n_pred": 3354, + "n_ref": 2874 + }, + "12": { + "Dice": 0.8057946672265379, + "FN": 690, + "FP": 235, + "IoU": 0.6747538677918424, + "TN": 76882016, + "TP": 1919, + "n_pred": 2154, + "n_ref": 2609 + }, + "13": { + "Dice": 0.620245823016351, + "FN": 14978, + "FP": 19070, + "IoU": 0.4495335715325045, + "TN": 76823007, + "TP": 27805, + "n_pred": 46875, + "n_ref": 42783 + }, + "14": { + "Dice": 0.8387542266527103, + "FN": 4984, + "FP": 24439, + "IoU": 0.7222882923698418, + "TN": 76778912, + "TP": 76525, + "n_pred": 100964, + "n_ref": 81509 + }, + "15": { + "Dice": 0.7612440441907953, + "FN": 10937, + "FP": 7303, + "IoU": 0.6145230144976541, + "TN": 76837542, + "TP": 29078, + "n_pred": 36381, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9306232151856207, + "FN": 4177, + "FP": 10691, + "IoU": 0.8702481935281181, + "TN": 76770272, + "TP": 99720, + "n_pred": 110411, + "n_ref": 103897 + }, + "3": { + "Dice": 0.8620576951119558, + "FN": 11690, + "FP": 15743, + "IoU": 0.7575583501984039, + "TN": 76771707, + "TP": 85720, + "n_pred": 101463, + "n_ref": 97410 + }, + "4": { + "Dice": 0.9487606748594043, + "FN": 2107, + "FP": 353, + "IoU": 0.902516346344363, + "TN": 76859625, + "TP": 22775, + "n_pred": 23128, + "n_ref": 24882 + }, + "5": { + "Dice": 0.918784410090516, + "FN": 986, + "FP": 1625, + "IoU": 0.8497698504027618, + "TN": 76867480, + "TP": 14769, + "n_pred": 16394, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9657685446901706, + "FN": 23321, + "FP": 55205, + "IoU": 0.9338031054188455, + "TN": 75698611, + "TP": 1107723, + "n_pred": 1162928, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.8519179839384736, + "FN": 12058, + "FP": 39775, + "IoU": 0.7420358232428047, + "TN": 76683929, + "TP": 149098, + "n_pred": 188873, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9664402768130483, + "FN": 2173, + "FP": 3045, + "IoU": 0.9350599245809013, + "TN": 76804509, + "TP": 75133, + "n_pred": 78178, + "n_ref": 77306 + }, + "9": { + "Dice": 0.9542922808773154, + "FN": 4987, + "FP": 3326, + "IoU": 0.9125803161115961, + "TN": 76789767, + "TP": 86780, + "n_pred": 90106, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.888544089054935, + "FN": 8036, + "FP": 21200, + "IoU": 0.7994415975523588, + "TN": 130854159, + "TP": 116537, + "n_pred": 137737, + "n_ref": 124573 + }, + "10": { + "Dice": 0.602849107361213, + "FN": 8262, + "FP": 56696, + "IoU": 0.431484609527477, + "TN": 130885673, + "TP": 49301, + "n_pred": 105997, + "n_ref": 57563 + }, + "11": { + "Dice": 0.7671968601528609, + "FN": 1854, + "FP": 400, + "IoU": 0.6223190348525469, + "TN": 130993964, + "TP": 3714, + "n_pred": 4114, + "n_ref": 5568 + }, + "12": { + "Dice": 0.8489867073436479, + "FN": 1458, + "FP": 621, + "IoU": 0.7375993941688754, + "TN": 130992009, + "TP": 5844, + "n_pred": 6465, + "n_ref": 7302 + }, + "13": { + "Dice": 0.641104340630407, + "FN": 35806, + "FP": 11902, + "IoU": 0.4717833456969187, + "TN": 130909613, + "TP": 42611, + "n_pred": 54513, + "n_ref": 78417 + }, + "14": { + "Dice": 0.010572429601549731, + "FN": 941063, + "FP": 6398, + "IoU": 0.005314307371055607, + "TN": 130047409, + "TP": 5062, + "n_pred": 11460, + "n_ref": 946125 + }, + "15": { + "Dice": 0.15489964972858114, + "FN": 15979, + "FP": 85837, + "IoU": 0.08395188354161606, + "TN": 130888785, + "TP": 9331, + "n_pred": 95168, + "n_ref": 25310 + }, + "2": { + "Dice": 0.7212614995236674, + "FN": 92041, + "FP": 5976, + "IoU": 0.5640414355671594, + "TN": 130775101, + "TP": 126814, + "n_pred": 132790, + "n_ref": 218855 + }, + "3": { + "Dice": 0.8482828674446555, + "FN": 9544, + "FP": 88287, + "IoU": 0.736537508617718, + "TN": 130628604, + "TP": 273497, + "n_pred": 361784, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0016722408026755853, + "FN": 2276, + "FP": 2500, + "IoU": 0.0008368200836820083, + "TN": 130995152, + "TP": 4, + "n_pred": 2504, + "n_ref": 2280 + }, + "5": { + "Dice": 0.8406177091434285, + "FN": 4803, + "FP": 2370, + "IoU": 0.7250565372379164, + "TN": 130973843, + "TP": 18916, + "n_pred": 21286, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8877279382612089, + "FN": 54571, + "FP": 304212, + "IoU": 0.7981212230337268, + "TN": 129222712, + "TP": 1418437, + "n_pred": 1722649, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.7930946968861033, + "FN": 60317, + "FP": 14687, + "IoU": 0.6571308410360496, + "TN": 130781178, + "TP": 143750, + "n_pred": 158437, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9521193882050766, + "FN": 2953, + "FP": 9425, + "IoU": 0.9086143759966925, + "TN": 130864484, + "TP": 123070, + "n_pred": 132495, + "n_ref": 126023 + }, + "9": { + "Dice": 0.7710504971612244, + "FN": 5884, + "FP": 24602, + "IoU": 0.6274061671209102, + "TN": 130918111, + "TP": 51335, + "n_pred": 75937, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9706711491656599, + "FN": 1981, + "FP": 1369, + "IoU": 0.9430136427040452, + "TN": 74367912, + "TP": 55436, + "n_pred": 56805, + "n_ref": 57417 + }, + "10": { + "Dice": 0.7317762131624436, + "FN": 26704, + "FP": 11468, + "IoU": 0.5770087430604036, + "TN": 74336455, + "TP": 52071, + "n_pred": 63539, + "n_ref": 78775 + }, + "11": { + "Dice": 0.832220367278798, + "FN": 394, + "FP": 410, + "IoU": 0.7126518942101501, + "TN": 74423900, + "TP": 1994, + "n_pred": 2404, + "n_ref": 2388 + }, + "12": { + "Dice": 0.7660335195530726, + "FN": 743, + "FP": 304, + "IoU": 0.6207895689967403, + "TN": 74423937, + "TP": 1714, + "n_pred": 2018, + "n_ref": 2457 + }, + "13": { + "Dice": 0.5292919938167778, + "FN": 64464, + "FP": 4659, + "IoU": 0.35988924490211693, + "TN": 74318712, + "TP": 38863, + "n_pred": 43522, + "n_ref": 103327 + }, + "14": { + "Dice": 0.9136442927569207, + "FN": 20315, + "FP": 8150, + "IoU": 0.8410176212683962, + "TN": 74247653, + "TP": 150580, + "n_pred": 158730, + "n_ref": 170895 + }, + "15": { + "Dice": 0.7563851625531103, + "FN": 6374, + "FP": 3832, + "IoU": 0.6082149712092131, + "TN": 74400648, + "TP": 15844, + "n_pred": 19676, + "n_ref": 22218 + }, + "2": { + "Dice": 0.9525184882254711, + "FN": 6954, + "FP": 4192, + "IoU": 0.9093415755012404, + "TN": 74303753, + "TP": 111799, + "n_pred": 115991, + "n_ref": 118753 + }, + "3": { + "Dice": 0.9583152159274124, + "FN": 6670, + "FP": 4163, + "IoU": 0.9199666065782086, + "TN": 74291342, + "TP": 124523, + "n_pred": 128686, + "n_ref": 131193 + }, + "4": { + "Dice": 0.6773162939297125, + "FN": 14772, + "FP": 176, + "IoU": 0.5120772946859904, + "TN": 74396062, + "TP": 15688, + "n_pred": 15864, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9717235245997039, + "FN": 15097, + "FP": 35680, + "IoU": 0.9450021933268707, + "TN": 73503443, + "TP": 872478, + "n_pred": 908158, + "n_ref": 887575 + }, + "7": { + "Dice": 0.7228719271960491, + "FN": 46298, + "FP": 33608, + "IoU": 0.5660136540644467, + "TN": 74242577, + "TP": 104215, + "n_pred": 137823, + "n_ref": 150513 + }, + "8": { + "Dice": 0.9441739769439214, + "FN": 2117, + "FP": 2745, + "IoU": 0.8942514735628684, + "TN": 74380721, + "TP": 41115, + "n_pred": 43860, + "n_ref": 43232 + }, + "9": { + "Dice": 0.8673749484433446, + "FN": 3279, + "FP": 6046, + "IoU": 0.765809432919785, + "TN": 74386880, + "TP": 30493, + "n_pred": 36539, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9786631372786849, + "FN": 3235, + "FP": 2746, + "IoU": 0.9582177761322277, + "TN": 106503541, + "TP": 137166, + "n_pred": 139912, + "n_ref": 140401 + }, + "10": { + "Dice": 0.8698520705469925, + "FN": 15227, + "FP": 9944, + "IoU": 0.7696798338320203, + "TN": 106537401, + "TP": 84116, + "n_pred": 94060, + "n_ref": 99343 + }, + "11": { + "Dice": 0.6136112814224403, + "FN": 2149, + "FP": 1002, + "IoU": 0.4425968512294357, + "TN": 106641035, + "TP": 2502, + "n_pred": 3504, + "n_ref": 4651 + }, + "12": { + "Dice": 0.8240154227485541, + "FN": 982, + "FP": 935, + "IoU": 0.7007025761124122, + "TN": 106640283, + "TP": 4488, + "n_pred": 5423, + "n_ref": 5470 + }, + "13": { + "Dice": 0.8494828233024277, + "FN": 9242, + "FP": 1992, + "IoU": 0.73834866658903, + "TN": 106603753, + "TP": 31701, + "n_pred": 33693, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9480100594230461, + "FN": 2213, + "FP": 5250, + "IoU": 0.9011588636514138, + "TN": 106571183, + "TP": 68042, + "n_pred": 73292, + "n_ref": 70255 + }, + "15": { + "Dice": 0.8979957117553836, + "FN": 2479, + "FP": 2992, + "IoU": 0.8148749703921767, + "TN": 106617135, + "TP": 24082, + "n_pred": 27074, + "n_ref": 26561 + }, + "2": { + "Dice": 0.6276964693203722, + "FN": 99888, + "FP": 3061, + "IoU": 0.4574035228266942, + "TN": 106456954, + "TP": 86785, + "n_pred": 89846, + "n_ref": 186673 + }, + "3": { + "Dice": 0.7342527206951481, + "FN": 2532, + "FP": 104570, + "IoU": 0.5800942515937302, + "TN": 106391626, + "TP": 147960, + "n_pred": 252530, + "n_ref": 150492 + }, + "4": { + "Dice": 0.89521463436887, + "FN": 271, + "FP": 2026, + "IoU": 0.8103063836815592, + "TN": 106634579, + "TP": 9812, + "n_pred": 11838, + "n_ref": 10083 + }, + "5": { + "Dice": 0.807725427481855, + "FN": 1159, + "FP": 404, + "IoU": 0.6774659513000413, + "TN": 106641842, + "TP": 3283, + "n_pred": 3687, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9821640773327205, + "FN": 18374, + "FP": 27179, + "IoU": 0.9649532458619856, + "TN": 105346910, + "TP": 1254225, + "n_pred": 1281404, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.9515717434172369, + "FN": 25108, + "FP": 6622, + "IoU": 0.9076174143939812, + "TN": 106303225, + "TP": 311733, + "n_pred": 318355, + "n_ref": 336841 + }, + "8": { + "Dice": 0.963119102127422, + "FN": 2037, + "FP": 3247, + "IoU": 0.9288618433452704, + "TN": 106572410, + "TP": 68994, + "n_pred": 72241, + "n_ref": 71031 + }, + "9": { + "Dice": 0.9199140729655688, + "FN": 8859, + "FP": 4413, + "IoU": 0.8517045264087064, + "TN": 106557191, + "TP": 76225, + "n_pred": 80638, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.969474035591479, + "FN": 5175, + "FP": 4244, + "IoU": 0.9407565350844089, + "TN": 107967940, + "TP": 149569, + "n_pred": 153813, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8776288208601111, + "FN": 4940, + "FP": 16310, + "IoU": 0.7819416937743071, + "TN": 108029477, + "TP": 76201, + "n_pred": 92511, + "n_ref": 81141 + }, + "11": { + "Dice": 0.8142811399295549, + "FN": 494, + "FP": 666, + "IoU": 0.6867404806913313, + "TN": 108123225, + "TP": 2543, + "n_pred": 3209, + "n_ref": 3037 + }, + "12": { + "Dice": 0.8225726959093149, + "FN": 636, + "FP": 804, + "IoU": 0.6986186688991209, + "TN": 108122150, + "TP": 3338, + "n_pred": 4142, + "n_ref": 3974 + }, + "13": { + "Dice": 0.829451001220917, + "FN": 17298, + "FP": 7427, + "IoU": 0.7085999835001002, + "TN": 108042079, + "TP": 60124, + "n_pred": 67551, + "n_ref": 77422 + }, + "14": { + "Dice": 0.7509444466536764, + "FN": 2125, + "FP": 22927, + "IoU": 0.601209805794333, + "TN": 108064108, + "TP": 37768, + "n_pred": 60695, + "n_ref": 39893 + }, + "15": { + "Dice": 0.44774795201151407, + "FN": 4521, + "FP": 51500, + "IoU": 0.28845054679859267, + "TN": 108048197, + "TP": 22710, + "n_pred": 74210, + "n_ref": 27231 + }, + "2": { + "Dice": 0.9524010796900038, + "FN": 12389, + "FP": 5404, + "IoU": 0.9091275880736662, + "TN": 107931126, + "TP": 178009, + "n_pred": 183413, + "n_ref": 190398 + }, + "3": { + "Dice": 0.962867390654578, + "FN": 6950, + "FP": 7958, + "IoU": 0.9283937097130561, + "TN": 107918734, + "TP": 193286, + "n_pred": 201244, + "n_ref": 200236 + }, + "4": { + "Dice": 0.9441629143852273, + "FN": 3219, + "FP": 340, + "IoU": 0.8942316264970728, + "TN": 108093279, + "TP": 30090, + "n_pred": 30430, + "n_ref": 33309 + }, + "5": { + "Dice": 0.8610848099553632, + "FN": 694, + "FP": 333, + "IoU": 0.7560570071258907, + "TN": 108122718, + "TP": 3183, + "n_pred": 3516, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9813222991279051, + "FN": 28212, + "FP": 27029, + "IoU": 0.9633295185393677, + "TN": 106620512, + "TP": 1451175, + "n_pred": 1478204, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.9249208662404412, + "FN": 20285, + "FP": 18045, + "IoU": 0.8603281723141505, + "TN": 107852499, + "TP": 236099, + "n_pred": 254144, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9630293833632225, + "FN": 1285, + "FP": 1931, + "IoU": 0.9286949580949847, + "TN": 108081826, + "TP": 41886, + "n_pred": 43817, + "n_ref": 43171 + }, + "9": { + "Dice": 0.9179805165673268, + "FN": 4445, + "FP": 5793, + "IoU": 0.8483955516725652, + "TN": 108059397, + "TP": 57293, + "n_pred": 63086, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8063775810218242, + "FN": 4502, + "FP": 53121, + "IoU": 0.6755717454705147, + "TN": 62392546, + "TP": 119991, + "n_pred": 173112, + "n_ref": 124493 + }, + "10": { + "Dice": 0.8875769544968376, + "FN": 6451, + "FP": 6898, + "IoU": 0.797877172793895, + "TN": 62504116, + "TP": 52695, + "n_pred": 59593, + "n_ref": 59146 + }, + "11": { + "Dice": 0.7303014278159704, + "FN": 671, + "FP": 349, + "IoU": 0.5751770095793419, + "TN": 62567759, + "TP": 1381, + "n_pred": 1730, + "n_ref": 2052 + }, + "12": { + "Dice": 0.7609538353107013, + "FN": 1028, + "FP": 1007, + "IoU": 0.6141448615851346, + "TN": 62564886, + "TP": 3239, + "n_pred": 4246, + "n_ref": 4267 + }, + "13": { + "Dice": 0.8560955198547872, + "FN": 5393, + "FP": 6816, + "IoU": 0.748397733127254, + "TN": 62521635, + "TP": 36316, + "n_pred": 43132, + "n_ref": 41709 + }, + "14": { + "Dice": 0.821151169057909, + "FN": 106101, + "FP": 2075, + "IoU": 0.6965703723026779, + "TN": 62213649, + "TP": 248335, + "n_pred": 250410, + "n_ref": 354436 + }, + "15": { + "Dice": 0.6083751927805615, + "FN": 42227, + "FP": 21002, + "IoU": 0.43716897659803633, + "TN": 62457819, + "TP": 49112, + "n_pred": 70114, + "n_ref": 91339 + }, + "2": { + "Dice": 0.8838700781467954, + "FN": 29195, + "FP": 7020, + "IoU": 0.7919060862370139, + "TN": 62396128, + "TP": 137817, + "n_pred": 144837, + "n_ref": 167012 + }, + "3": { + "Dice": 0.9169974042585208, + "FN": 5163, + "FP": 30139, + "IoU": 0.8467176421038006, + "TN": 62339853, + "TP": 195005, + "n_pred": 225144, + "n_ref": 200168 + }, + "4": { + "Dice": 0.9166078362160254, + "FN": 2706, + "FP": 1074, + "IoU": 0.8460535961554125, + "TN": 62545606, + "TP": 20774, + "n_pred": 21848, + "n_ref": 23480 + }, + "5": { + "Dice": 0.717320951174898, + "FN": 3077, + "FP": 941, + "IoU": 0.5592365072400175, + "TN": 62561044, + "TP": 5098, + "n_pred": 6039, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9708075502737531, + "FN": 41248, + "FP": 43929, + "IoU": 0.9432711545172883, + "TN": 61068684, + "TP": 1416299, + "n_pred": 1460228, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.9077721558604142, + "FN": 13368, + "FP": 21994, + "IoU": 0.8311197711458468, + "TN": 62360769, + "TP": 174029, + "n_pred": 196023, + "n_ref": 187397 + }, + "8": { + "Dice": 0.9179722363344273, + "FN": 3269, + "FP": 8679, + "IoU": 0.8483814067992336, + "TN": 62491357, + "TP": 66855, + "n_pred": 75534, + "n_ref": 70124 + }, + "9": { + "Dice": 0.8318324607329843, + "FN": 3918, + "FP": 14551, + "IoU": 0.712083183936895, + "TN": 62506013, + "TP": 45678, + "n_pred": 60229, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9266283827687336, + "FN": 16883, + "FP": 24897, + "IoU": 0.86328757710116, + "TN": 55075643, + "TP": 263825, + "n_pred": 288722, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8739512485727051, + "FN": 6153, + "FP": 14159, + "IoU": 0.7761220350939071, + "TN": 55290520, + "TP": 70416, + "n_pred": 84575, + "n_ref": 76569 + }, + "11": { + "Dice": 0.7799616490891659, + "FN": 1073, + "FP": 763, + "IoU": 0.6392927308447938, + "TN": 55376158, + "TP": 3254, + "n_pred": 4017, + "n_ref": 4327 + }, + "12": { + "Dice": 0.8385645420460632, + "FN": 814, + "FP": 693, + "IoU": 0.722007009776794, + "TN": 55375827, + "TP": 3914, + "n_pred": 4607, + "n_ref": 4728 + }, + "13": { + "Dice": 0.7578983485476429, + "FN": 12902, + "FP": 13911, + "IoU": 0.6101741734756186, + "TN": 55312466, + "TP": 41969, + "n_pred": 55880, + "n_ref": 54871 + }, + "14": { + "Dice": 0.9220980933460615, + "FN": 5837, + "FP": 9260, + "IoU": 0.8554564080960496, + "TN": 55276802, + "TP": 89349, + "n_pred": 98609, + "n_ref": 95186 + }, + "15": { + "Dice": 0.856854046749873, + "FN": 6059, + "FP": 21272, + "IoU": 0.7495578708158085, + "TN": 55272117, + "TP": 81800, + "n_pred": 103072, + "n_ref": 87859 + }, + "2": { + "Dice": 0.8524848923445999, + "FN": 45765, + "FP": 6010, + "IoU": 0.7428964435042557, + "TN": 55179870, + "TP": 149603, + "n_pred": 155613, + "n_ref": 195368 + }, + "3": { + "Dice": 0.8740226407608089, + "FN": 7662, + "FP": 43139, + "IoU": 0.7762346494705499, + "TN": 55154220, + "TP": 176227, + "n_pred": 219366, + "n_ref": 183889 + }, + "4": { + "Dice": 0.8680654073023221, + "FN": 1596, + "FP": 171, + "IoU": 0.76688654353562, + "TN": 55373668, + "TP": 5813, + "n_pred": 5984, + "n_ref": 7409 + }, + "5": { + "Dice": 0.7517993456924754, + "FN": 2193, + "FP": 83, + "IoU": 0.6023064826140136, + "TN": 55375525, + "TP": 3447, + "n_pred": 3530, + "n_ref": 5640 + }, + "6": { + "Dice": 0.968163721365501, + "FN": 58706, + "FP": 36004, + "IoU": 0.9382919959421661, + "TN": 53846439, + "TP": 1440099, + "n_pred": 1476103, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.9378437681994929, + "FN": 15828, + "FP": 5304, + "IoU": 0.8829621670718942, + "TN": 55200691, + "TP": 159425, + "n_pred": 164729, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9577983957107253, + "FN": 1320, + "FP": 2710, + "IoU": 0.9190145090631405, + "TN": 55331486, + "TP": 45732, + "n_pred": 48442, + "n_ref": 47052 + }, + "9": { + "Dice": 0.9097224910012772, + "FN": 3907, + "FP": 5423, + "IoU": 0.8343953566800972, + "TN": 55324909, + "TP": 47009, + "n_pred": 52432, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9773676684983739, + "FN": 9853, + "FP": 3063, + "IoU": 0.9557371094098053, + "TN": 110854813, + "TP": 278886, + "n_pred": 281949, + "n_ref": 288739 + }, + "10": { + "Dice": 0.871815192961383, + "FN": 11871, + "FP": 8832, + "IoU": 0.772759203565078, + "TN": 111055509, + "TP": 70403, + "n_pred": 79235, + "n_ref": 82274 + }, + "11": { + "Dice": 0.8130021913805697, + "FN": 295, + "FP": 1241, + "IoU": 0.684923076923077, + "TN": 111141740, + "TP": 3339, + "n_pred": 4580, + "n_ref": 3634 + }, + "12": { + "Dice": 0.872437743520244, + "FN": 529, + "FP": 224, + "IoU": 0.7737379807692307, + "TN": 111143287, + "TP": 2575, + "n_pred": 2799, + "n_ref": 3104 + }, + "13": { + "Dice": 0.8828421017335614, + "FN": 9936, + "FP": 4040, + "IoU": 0.79025722604076, + "TN": 111079981, + "TP": 52658, + "n_pred": 56698, + "n_ref": 62594 + }, + "14": { + "Dice": 0.9139416040881937, + "FN": 3022, + "FP": 4152, + "IoU": 0.8415216046655474, + "TN": 111101347, + "TP": 38094, + "n_pred": 42246, + "n_ref": 41116 + }, + "15": { + "Dice": 0.6873713860389089, + "FN": 1815, + "FP": 19606, + "IoU": 0.5236602179230598, + "TN": 111101645, + "TP": 23549, + "n_pred": 43155, + "n_ref": 25364 + }, + "2": { + "Dice": 0.9679235176678732, + "FN": 6805, + "FP": 3076, + "IoU": 0.9378408812113511, + "TN": 110987652, + "TP": 149082, + "n_pred": 152158, + "n_ref": 155887 + }, + "3": { + "Dice": 0.9715502883029616, + "FN": 7152, + "FP": 6752, + "IoU": 0.9446745691627572, + "TN": 110895302, + "TP": 237409, + "n_pred": 244161, + "n_ref": 244561 + }, + "4": { + "Dice": 0.9292129457405538, + "FN": 1353, + "FP": 1311, + "IoU": 0.8677850017370589, + "TN": 111126466, + "TP": 17485, + "n_pred": 18796, + "n_ref": 18838 + }, + "5": { + "Dice": 0.8412842372573917, + "FN": 129, + "FP": 1621, + "IoU": 0.7260488415779587, + "TN": 111140227, + "TP": 4638, + "n_pred": 6259, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9815236122915298, + "FN": 17417, + "FP": 42323, + "IoU": 0.9637175924126404, + "TN": 109500087, + "TP": 1586788, + "n_pred": 1629111, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.4520490485860114, + "FN": 263385, + "FP": 16173, + "IoU": 0.29203060224426586, + "TN": 110751742, + "TP": 115315, + "n_pred": 131488, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9503394549184331, + "FN": 2720, + "FP": 5414, + "IoU": 0.9053778951409327, + "TN": 111060652, + "TP": 77829, + "n_pred": 83243, + "n_ref": 80549 + }, + "9": { + "Dice": 0.9096030018066429, + "FN": 6765, + "FP": 2992, + "IoU": 0.8341943377629746, + "TN": 111087769, + "TP": 49089, + "n_pred": 52081, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9748795595320028, + "FN": 6714, + "FP": 3360, + "IoU": 0.950990265189661, + "TN": 96915474, + "TP": 195477, + "n_pred": 198837, + "n_ref": 202191 + }, + "10": { + "Dice": 0.9140592958187064, + "FN": 8655, + "FP": 3708, + "IoU": 0.8417211844985854, + "TN": 97042916, + "TP": 65746, + "n_pred": 69454, + "n_ref": 74401 + }, + "11": { + "Dice": 0.806380027739251, + "FN": 1005, + "FP": 391, + "IoU": 0.6755751801069022, + "TN": 97116722, + "TP": 2907, + "n_pred": 3298, + "n_ref": 3912 + }, + "12": { + "Dice": 0.7590165709953428, + "FN": 1779, + "FP": 446, + "IoU": 0.6116250654564497, + "TN": 97115296, + "TP": 3504, + "n_pred": 3950, + "n_ref": 5283 + }, + "13": { + "Dice": 0.8256727870649493, + "FN": 13710, + "FP": 2193, + "IoU": 0.7031028302591292, + "TN": 97067461, + "TP": 37661, + "n_pred": 39854, + "n_ref": 51371 + }, + "14": { + "Dice": 0.918095132233964, + "FN": 17672, + "FP": 2960, + "IoU": 0.8485913684164178, + "TN": 96984758, + "TP": 115635, + "n_pred": 118595, + "n_ref": 133307 + }, + "15": { + "Dice": 0.9365551514278512, + "FN": 3481, + "FP": 5328, + "IoU": 0.8806805098405732, + "TN": 97047198, + "TP": 65018, + "n_pred": 70346, + "n_ref": 68499 + }, + "2": { + "Dice": 0.9271785617392524, + "FN": 15314, + "FP": 8575, + "IoU": 0.8642431337337827, + "TN": 96945056, + "TP": 152080, + "n_pred": 160655, + "n_ref": 167394 + }, + "3": { + "Dice": 0.9181385905860981, + "FN": 5034, + "FP": 33271, + "IoU": 0.8486656262963476, + "TN": 96867910, + "TP": 214810, + "n_pred": 248081, + "n_ref": 219844 + }, + "4": { + "Dice": 0.8905558429614301, + "FN": 1740, + "FP": 2068, + "IoU": 0.8027045230817056, + "TN": 97101724, + "TP": 15493, + "n_pred": 17561, + "n_ref": 17233 + }, + "5": { + "Dice": 0.7760543098127958, + "FN": 3027, + "FP": 2416, + "IoU": 0.6340594325668952, + "TN": 97106151, + "TP": 9431, + "n_pred": 11847, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9629207392793093, + "FN": 21713, + "FP": 98888, + "IoU": 0.9284929086424438, + "TN": 95434465, + "TP": 1565959, + "n_pred": 1664847, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.9161940646989678, + "FN": 42273, + "FP": 9773, + "IoU": 0.8453488164783769, + "TN": 96784487, + "TP": 284492, + "n_pred": 294265, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9635349207930657, + "FN": 3398, + "FP": 3922, + "IoU": 0.9296356820148034, + "TN": 97016995, + "TP": 96710, + "n_pred": 100632, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9344886628962797, + "FN": 5393, + "FP": 7233, + "IoU": 0.8770330547926528, + "TN": 97018347, + "TP": 90052, + "n_pred": 97285, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9722869414785642, + "FN": 9138, + "FP": 1579, + "IoU": 0.946068490048562, + "TN": 78857690, + "TP": 187998, + "n_pred": 189577, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8619712190024933, + "FN": 9693, + "FP": 16991, + "IoU": 0.7574247975055226, + "TN": 78946402, + "TP": 83319, + "n_pred": 100310, + "n_ref": 93012 + }, + "11": { + "Dice": 0.7723785166240409, + "FN": 593, + "FP": 831, + "IoU": 0.6291666666666667, + "TN": 79052565, + "TP": 2416, + "n_pred": 3247, + "n_ref": 3009 + }, + "12": { + "Dice": 0.6761406133133882, + "FN": 1196, + "FP": 536, + "IoU": 0.5107344632768361, + "TN": 79052865, + "TP": 1808, + "n_pred": 2344, + "n_ref": 3004 + }, + "13": { + "Dice": 0.8134667732893919, + "FN": 15121, + "FP": 7972, + "IoU": 0.6855828012035889, + "TN": 78982958, + "TP": 50354, + "n_pred": 58326, + "n_ref": 65475 + }, + "14": { + "Dice": 0.6081375230228275, + "FN": 10638, + "FP": 24467, + "IoU": 0.43692357045472774, + "TN": 78994060, + "TP": 27240, + "n_pred": 51707, + "n_ref": 37878 + }, + "15": { + "Dice": 0.6866073967826097, + "FN": 10768, + "FP": 14577, + "IoU": 0.5227739177917113, + "TN": 79003296, + "TP": 27764, + "n_pred": 42341, + "n_ref": 38532 + }, + "2": { + "Dice": 0.9533338330812546, + "FN": 4648, + "FP": 5935, + "IoU": 0.9108289378338754, + "TN": 78937723, + "TP": 108099, + "n_pred": 114034, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9456340442781679, + "FN": 9407, + "FP": 3468, + "IoU": 0.8968745995130079, + "TN": 78931557, + "TP": 111973, + "n_pred": 115441, + "n_ref": 121380 + }, + "4": { + "Dice": 0.9090684457622931, + "FN": 1124, + "FP": 348, + "IoU": 0.8332955832389581, + "TN": 79047575, + "TP": 7358, + "n_pred": 7706, + "n_ref": 8482 + }, + "5": { + "Dice": 0.8897066136250622, + "FN": 485, + "FP": 624, + "IoU": 0.8013256897169473, + "TN": 79050823, + "TP": 4473, + "n_pred": 5097, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9800267462382417, + "FN": 25936, + "FP": 26756, + "IoU": 0.9608357303721542, + "TN": 77710995, + "TP": 1292718, + "n_pred": 1319474, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.8360386009472296, + "FN": 130982, + "FP": 3548, + "IoU": 0.7182700402501287, + "TN": 78578891, + "TP": 342984, + "n_pred": 346532, + "n_ref": 473966 + }, + "8": { + "Dice": 0.9471243620067222, + "FN": 1094, + "FP": 2304, + "IoU": 0.8995595755372292, + "TN": 79022574, + "TP": 30433, + "n_pred": 32737, + "n_ref": 31527 + }, + "9": { + "Dice": 0.9354600523316248, + "FN": 6045, + "FP": 2958, + "IoU": 0.8787458416948376, + "TN": 78982156, + "TP": 65246, + "n_pred": 68204, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9680212426978226, + "FN": 5573, + "FP": 9481, + "IoU": 0.9380243884364888, + "TN": 122469038, + "TP": 227848, + "n_pred": 237329, + "n_ref": 233421 + }, + "10": { + "Dice": 0.8333899778865549, + "FN": 15990, + "FP": 21757, + "IoU": 0.7143689511399666, + "TN": 122579787, + "TP": 94406, + "n_pred": 116163, + "n_ref": 110396 + }, + "11": { + "Dice": 0.8067742365648753, + "FN": 1157, + "FP": 292, + "IoU": 0.6761287438533751, + "TN": 122707466, + "TP": 3025, + "n_pred": 3317, + "n_ref": 4182 + }, + "12": { + "Dice": 0.42371134020618556, + "FN": 4235, + "FP": 1355, + "IoU": 0.26880313930673644, + "TN": 122704295, + "TP": 2055, + "n_pred": 3410, + "n_ref": 6290 + }, + "13": { + "Dice": 0.46988594243799664, + "FN": 35735, + "FP": 5026, + "IoU": 0.30709210213171045, + "TN": 122653114, + "TP": 18065, + "n_pred": 23091, + "n_ref": 53800 + }, + "14": { + "Dice": 0.8710440021352855, + "FN": 16319, + "FP": 10737, + "IoU": 0.7715482302080519, + "TN": 122593508, + "TP": 91376, + "n_pred": 102113, + "n_ref": 107695 + }, + "15": { + "Dice": 0.9131290413269609, + "FN": 7241, + "FP": 1102, + "IoU": 0.8401448525607863, + "TN": 122659749, + "TP": 43848, + "n_pred": 44950, + "n_ref": 51089 + }, + "2": { + "Dice": 0.6746917959877528, + "FN": 66096, + "FP": 2221, + "IoU": 0.5090829393081444, + "TN": 122572778, + "TP": 70845, + "n_pred": 73066, + "n_ref": 136941 + }, + "3": { + "Dice": 0.7482452607096917, + "FN": 1912, + "FP": 94967, + "IoU": 0.5977570822970599, + "TN": 122471093, + "TP": 143968, + "n_pred": 238935, + "n_ref": 145880 + }, + "4": { + "Dice": 0.8062586740121312, + "FN": 8252, + "FP": 19249, + "IoU": 0.67540484396393, + "TN": 122627216, + "TP": 57223, + "n_pred": 76472, + "n_ref": 65475 + }, + "5": { + "Dice": 0.7658600612526504, + "FN": 5831, + "FP": 1126, + "IoU": 0.6205617671120807, + "TN": 122693605, + "TP": 11378, + "n_pred": 12504, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9730379030781037, + "FN": 31987, + "FP": 61051, + "IoU": 0.9474915442298999, + "TN": 120940073, + "TP": 1678829, + "n_pred": 1739880, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.7252517977992184, + "FN": 155350, + "FP": 155954, + "IoU": 0.5689372980068625, + "TN": 121989762, + "TP": 410874, + "n_pred": 566828, + "n_ref": 566224 + }, + "8": { + "Dice": 0.863163393571347, + "FN": 4263, + "FP": 37648, + "IoU": 0.7592677687279579, + "TN": 122537842, + "TP": 132187, + "n_pred": 169835, + "n_ref": 136450 + }, + "9": { + "Dice": 0.9010058442332922, + "FN": 6757, + "FP": 8183, + "IoU": 0.8198458922692906, + "TN": 122629011, + "TP": 67989, + "n_pred": 76172, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/loop_000/summary_cross_val.json b/nnActive_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/loop_000/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..10636f2f2de5e18687570eab5da17e56d0301b5e --- /dev/null +++ b/nnActive_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/loop_000/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.6623303198223299, + "FN": 633.6577777777778, + "FP": 548.2511111111111, + "IoU": 0.5830776846123581, + "TN": 571650.4311111111, + "TP": 5433.26, + "n_pred": 5981.51111111111, + "n_ref": 6066.917777777779 + }, + "mean": { + "1": { + "Dice": 0.6515137368639268, + "FN": 638.6333333333333, + "FP": 188.23333333333332, + "IoU": 0.5961482786603719, + "TN": 572565.0, + "TP": 4873.733333333334, + "n_pred": 5061.966666666666, + "n_ref": 5512.366666666667 + }, + "10": { + "Dice": 0.8088308415770247, + "FN": 1139.8333333333333, + "FP": 942.0333333333333, + "IoU": 0.6925554532858443, + "TN": 570952.3333333334, + "TP": 5231.4, + "n_pred": 6173.433333333333, + "n_ref": 6371.233333333334 + }, + "11": { + "Dice": 0.46304047851722335, + "FN": 75.6, + "FP": 64.0, + "IoU": 0.3514892442507852, + "TN": 578006.2666666667, + "TP": 119.73333333333333, + "n_pred": 183.73333333333332, + "n_ref": 195.33333333333334 + }, + "12": { + "Dice": 0.5546812970104708, + "FN": 171.96666666666667, + "FP": 92.0, + "IoU": 0.45581596315519185, + "TN": 577519.9666666667, + "TP": 481.6666666666667, + "n_pred": 573.6666666666666, + "n_ref": 653.6333333333333 + }, + "13": { + "Dice": 0.5085600929216962, + "FN": 1855.4, + "FP": 949.5, + "IoU": 0.3832837703823953, + "TN": 573437.4333333333, + "TP": 2023.2666666666667, + "n_pred": 2972.766666666667, + "n_ref": 3878.6666666666665 + }, + "14": { + "Dice": 0.609815871536267, + "FN": 507.5, + "FP": 1070.6, + "IoU": 0.5380844225150633, + "TN": 572940.2, + "TP": 3747.3, + "n_pred": 4817.9, + "n_ref": 4254.8 + }, + "15": { + "Dice": 0.8288492545886634, + "FN": 728.6, + "FP": 365.8666666666667, + "IoU": 0.7131068741208078, + "TN": 573576.9333333333, + "TP": 3594.2, + "n_pred": 3960.0666666666666, + "n_ref": 4322.8 + }, + "2": { + "Dice": 0.639479964370455, + "FN": 276.5, + "FP": 521.9666666666667, + "IoU": 0.5881027349847052, + "TN": 572427.1666666666, + "TP": 5039.966666666666, + "n_pred": 5561.933333333333, + "n_ref": 5316.466666666666 + }, + "3": { + "Dice": 0.6862925156014082, + "FN": 717.0, + "FP": 253.1, + "IoU": 0.6363678370926824, + "TN": 570977.4, + "TP": 6318.1, + "n_pred": 6571.2, + "n_ref": 7035.1 + }, + "4": { + "Dice": 0.4690068110860251, + "FN": 195.9, + "FP": 126.26666666666667, + "IoU": 0.3959773316238313, + "TN": 577353.7666666667, + "TP": 589.6666666666666, + "n_pred": 715.9333333333333, + "n_ref": 785.5666666666667 + }, + "5": { + "Dice": 0.6857374959094833, + "FN": 70.0, + "FP": 61.666666666666664, + "IoU": 0.631845017419499, + "TN": 577466.6333333333, + "TP": 667.3, + "n_pred": 728.9666666666667, + "n_ref": 737.3 + }, + "6": { + "Dice": 0.7836174325428635, + "FN": 919.6, + "FP": 1192.5666666666666, + "IoU": 0.7223151870627975, + "TN": 547521.9, + "TP": 28631.533333333333, + "n_pred": 29824.1, + "n_ref": 29551.133333333335 + }, + "7": { + "Dice": 0.7698893686835138, + "FN": 1526.4666666666667, + "FP": 1417.5, + "IoU": 0.7065195235585235, + "TN": 563195.3, + "TP": 12126.333333333334, + "n_pred": 13543.833333333334, + "n_ref": 13652.8 + }, + "8": { + "Dice": 0.8587179850258279, + "FN": 238.96666666666667, + "FP": 270.7, + "IoU": 0.8088503041322508, + "TN": 572372.3666666667, + "TP": 5383.566666666667, + "n_pred": 5654.266666666666, + "n_ref": 5622.533333333334 + }, + "9": { + "Dice": 0.6169216511001012, + "FN": 442.9, + "FP": 707.7666666666667, + "IoU": 0.5257033269406238, + "TN": 574443.8, + "TP": 2671.133333333333, + "n_pred": 3378.9, + "n_ref": 3114.0333333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8640076886112446, + "FN": 235, + "FP": 331, + "IoU": 0.760575296108291, + "TN": 698564, + "TP": 1798, + "n_pred": 2129, + "n_ref": 2033 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9752440247504947, + "FN": 6813, + "FP": 2221, + "IoU": 0.9516841553551755, + "TN": 513950, + "TP": 177944, + "n_pred": 180165, + "n_ref": 184757 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7941952506596306, + "FN": 112, + "FP": 44, + "IoU": 0.6586433260393874, + "TN": 700471, + "TP": 301, + "n_pred": 345, + "n_ref": 413 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7332910589727331, + "FN": 1593, + "FP": 510, + "IoU": 0.57889467360833, + "TN": 695934, + "TP": 2891, + "n_pred": 3401, + "n_ref": 4484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9807891792942134, + "FN": 1705, + "FP": 2073, + "IoU": 0.9623025573992955, + "TN": 600709, + "TP": 96441, + "n_pred": 98514, + "n_ref": 98146 + }, + "7": { + "Dice": 0.9485948312385256, + "FN": 1057, + "FP": 399, + "IoU": 0.9022162525184688, + "TN": 686038, + "TP": 13434, + "n_pred": 13833, + "n_ref": 14491 + }, + "8": { + "Dice": 0.8800777273989081, + "FN": 1063, + "FP": 1529, + "IoU": 0.7858382219284475, + "TN": 688825, + "TP": 9511, + "n_pred": 11040, + "n_ref": 10574 + }, + "9": { + "Dice": 0.8771743134285598, + "FN": 1312, + "FP": 1689, + "IoU": 0.7812203834657724, + "TN": 687211, + "TP": 10716, + "n_pred": 12405, + "n_ref": 12028 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7470008121591832, + "FN": 5180, + "FP": 5723, + "IoU": 0.5961702285269824, + "TN": 498697, + "TP": 16096, + "n_pred": 21819, + "n_ref": 21276 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.08108108108108109, + "FN": 263, + "FP": 9, + "IoU": 0.04225352112676056, + "TN": 525412, + "TP": 12, + "n_pred": 21, + "n_ref": 275 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9728432108027006, + "FN": 1162, + "FP": 1915, + "IoU": 0.9471224072451067, + "TN": 467505, + "TP": 55114, + "n_pred": 57029, + "n_ref": 56276 + }, + "7": { + "Dice": 0.6777033636842501, + "FN": 16680, + "FP": 452, + "IoU": 0.5125199180514455, + "TN": 490552, + "TP": 18012, + "n_pred": 18464, + "n_ref": 34692 + }, + "8": { + "Dice": 0.9189877447079421, + "FN": 275, + "FP": 234, + "IoU": 0.8501177856301532, + "TN": 522300, + "TP": 2887, + "n_pred": 3121, + "n_ref": 3162 + }, + "9": { + "Dice": 0.8461059190031153, + "FN": 12, + "FP": 235, + "IoU": 0.7332613390928726, + "TN": 524770, + "TP": 679, + "n_pred": 914, + "n_ref": 691 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.884700882641386, + "FN": 5274, + "FP": 1780, + "IoU": 0.7932409062930504, + "TN": 491579, + "TP": 27063, + "n_pred": 28843, + "n_ref": 32337 + }, + "15": { + "Dice": 0.8817824561403509, + "FN": 16015, + "FP": 831, + "IoU": 0.7885607420330601, + "TN": 446023, + "TP": 62827, + "n_pred": 63658, + "n_ref": 78842 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9504267031718755, + "FN": 594, + "FP": 2810, + "IoU": 0.9055362841681698, + "TN": 489661, + "TP": 32631, + "n_pred": 35441, + "n_ref": 33225 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9106189755436948, + "FN": 3588, + "FP": 900, + "IoU": 0.8359049360146252, + "TN": 498346, + "TP": 22862, + "n_pred": 23762, + "n_ref": 26450 + }, + "15": { + "Dice": 0.8981680660606481, + "FN": 3327, + "FP": 2543, + "IoU": 0.8151588626129672, + "TN": 493939, + "TP": 25887, + "n_pred": 28430, + "n_ref": 29214 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9577713701051065, + "FN": 175, + "FP": 733, + "IoU": 0.9189647478804105, + "TN": 514491, + "TP": 10297, + "n_pred": 11030, + "n_ref": 10472 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9524771680271559, + "FN": 884, + "FP": 1468, + "IoU": 0.9092662603194198, + "TN": 675006, + "TP": 23570, + "n_pred": 25038, + "n_ref": 24454 + }, + "10": { + "Dice": 0.7438749319436883, + "FN": 8500, + "FP": 4672, + "IoU": 0.5921981424148607, + "TN": 668628, + "TP": 19128, + "n_pred": 23800, + "n_ref": 27628 + }, + "11": { + "Dice": 0.743988684582744, + "FN": 171, + "FP": 10, + "IoU": 0.5923423423423423, + "TN": 700484, + "TP": 263, + "n_pred": 273, + "n_ref": 434 + }, + "12": { + "Dice": 0.6855855855855856, + "FN": 1001, + "FP": 395, + "IoU": 0.5215901302261823, + "TN": 698010, + "TP": 1522, + "n_pred": 1917, + "n_ref": 2523 + }, + "13": { + "Dice": 0.6696418732782369, + "FN": 722, + "FP": 5274, + "IoU": 0.5033545928932328, + "TN": 688855, + "TP": 6077, + "n_pred": 11351, + "n_ref": 6799 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.909297052154195, + "FN": 62, + "FP": 98, + "IoU": 0.8336798336798337, + "TN": 699966, + "TP": 802, + "n_pred": 900, + "n_ref": 864 + }, + "3": { + "Dice": 0.9375691830861191, + "FN": 93, + "FP": 471, + "IoU": 0.8824755157324442, + "TN": 696129, + "TP": 4235, + "n_pred": 4706, + "n_ref": 4328 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5428206220707286, + "FN": 56, + "FP": 1017, + "IoU": 0.3725146198830409, + "TN": 699218, + "TP": 637, + "n_pred": 1654, + "n_ref": 693 + }, + "7": { + "Dice": 0.9633076119167944, + "FN": 2747, + "FP": 2379, + "IoU": 0.9292125832021433, + "TN": 628514, + "TP": 67288, + "n_pred": 69667, + "n_ref": 70035 + }, + "8": { + "Dice": 0.9528803437477241, + "FN": 845, + "FP": 449, + "IoU": 0.9100013910140492, + "TN": 686550, + "TP": 13084, + "n_pred": 13533, + "n_ref": 13929 + }, + "9": { + "Dice": 0.9083538338934894, + "FN": 914, + "FP": 1731, + "IoU": 0.8320954738779915, + "TN": 685175, + "TP": 13108, + "n_pred": 14839, + "n_ref": 14022 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8221179655953131, + "FN": 2215, + "FP": 5406, + "IoU": 0.6979629042485732, + "TN": 675696, + "TP": 17611, + "n_pred": 23017, + "n_ref": 19826 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 40, + "FP": 0, + "IoU": 0.0, + "TN": 700888, + "TP": 0, + "n_pred": 0, + "n_ref": 40 + }, + "13": { + "Dice": 0.8495238095238096, + "FN": 145, + "FP": 487, + "IoU": 0.7384105960264901, + "TN": 698512, + "TP": 1784, + "n_pred": 2271, + "n_ref": 1929 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9109058754175673, + "FN": 1758, + "FP": 509, + "IoU": 0.8363885681293303, + "TN": 687072, + "TP": 11589, + "n_pred": 12098, + "n_ref": 13347 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 140, + "IoU": 0.0, + "TN": 700788, + "TP": 0, + "n_pred": 140, + "n_ref": 0 + }, + "6": { + "Dice": 0.9835836593414543, + "FN": 2608, + "FP": 3292, + "IoU": 0.967697605790341, + "TN": 518279, + "TP": 176749, + "n_pred": 180041, + "n_ref": 179357 + }, + "7": { + "Dice": 0.9260485221387126, + "FN": 2525, + "FP": 1273, + "IoU": 0.8622815287548046, + "TN": 673350, + "TP": 23780, + "n_pred": 25053, + "n_ref": 26305 + }, + "8": { + "Dice": 0.6238532110091743, + "FN": 115, + "FP": 8, + "IoU": 0.4533333333333333, + "TN": 700703, + "TP": 102, + "n_pred": 110, + "n_ref": 217 + }, + "9": { + "Dice": 0.0, + "FN": 4, + "FP": 0, + "IoU": 0.0, + "TN": 700924, + "TP": 0, + "n_pred": 0, + "n_ref": 4 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.4, + "FN": 3, + "FP": 0, + "IoU": 0.25, + "TN": 525692, + "TP": 1, + "n_pred": 1, + "n_ref": 4 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8799657808907662, + "FN": 2499, + "FP": 1991, + "IoU": 0.7856597288523964, + "TN": 504748, + "TP": 16458, + "n_pred": 18449, + "n_ref": 18957 + }, + "15": { + "Dice": 0.7323047933105641, + "FN": 216, + "FP": 2057, + "IoU": 0.5776662950575994, + "TN": 520314, + "TP": 3109, + "n_pred": 5166, + "n_ref": 3325 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7958833619210978, + "FN": 126, + "FP": 112, + "IoU": 0.6609686609686609, + "TN": 524994, + "TP": 464, + "n_pred": 576, + "n_ref": 590 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 356, + "IoU": 0.0, + "TN": 525340, + "TP": 0, + "n_pred": 356, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.49540247598500026, + "FN": 9708, + "FP": 115, + "IoU": 0.3292591328098327, + "TN": 511051, + "TP": 4822, + "n_pred": 4937, + "n_ref": 14530 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9695021430926476, + "FN": 240, + "FP": 500, + "IoU": 0.9408094704847224, + "TN": 513194, + "TP": 11762, + "n_pred": 12262, + "n_ref": 12002 + }, + "9": { + "Dice": 0.7901827980482121, + "FN": 124, + "FP": 8519, + "IoU": 0.6531423067661931, + "TN": 500778, + "TP": 16275, + "n_pred": 24794, + "n_ref": 16399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8879391274272445, + "FN": 932, + "FP": 3604, + "IoU": 0.7984627004931799, + "TN": 678421, + "TP": 17971, + "n_pred": 21575, + "n_ref": 18903 + }, + "11": { + "Dice": 0.1902834008097166, + "FN": 766, + "FP": 34, + "IoU": 0.10514541387024609, + "TN": 700034, + "TP": 94, + "n_pred": 128, + "n_ref": 860 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5072043912479988, + "FN": 7385, + "FP": 18471, + "IoU": 0.3397681425872019, + "TN": 661766, + "TP": 13306, + "n_pred": 31777, + "n_ref": 20691 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9699289229086933, + "FN": 1689, + "FP": 621, + "IoU": 0.9416135881104034, + "TN": 661364, + "TP": 37254, + "n_pred": 37875, + "n_ref": 38943 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 700926, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "4": { + "Dice": 0.8900648685558211, + "FN": 496, + "FP": 148, + "IoU": 0.8019071055059982, + "TN": 697677, + "TP": 2607, + "n_pred": 2755, + "n_ref": 3103 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9367324925323598, + "FN": 368, + "FP": 2682, + "IoU": 0.8809941862733622, + "TN": 675299, + "TP": 22579, + "n_pred": 25261, + "n_ref": 22947 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.801662791516945, + "FN": 475, + "FP": 2340, + "IoU": 0.6689793038570084, + "TN": 692424, + "TP": 5689, + "n_pred": 8029, + "n_ref": 6164 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8, + "FN": 20, + "FP": 0, + "IoU": 0.6666666666666666, + "TN": 700868, + "TP": 40, + "n_pred": 40, + "n_ref": 60 + }, + "10": { + "Dice": 0.9351864983690257, + "FN": 2460, + "FP": 282, + "IoU": 0.8782631859350026, + "TN": 678404, + "TP": 19782, + "n_pred": 20064, + "n_ref": 22242 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.498494278257378, + "FN": 19393, + "FP": 591, + "IoU": 0.3319962561839818, + "TN": 671012, + "TP": 9932, + "n_pred": 10523, + "n_ref": 29325 + }, + "14": { + "Dice": 0.9058211598052236, + "FN": 2390, + "FP": 1014, + "IoU": 0.8278547587741478, + "TN": 681154, + "TP": 16370, + "n_pred": 17384, + "n_ref": 18760 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7521291783586865, + "FN": 114, + "FP": 4921, + "IoU": 0.6027299984219663, + "TN": 688254, + "TP": 7639, + "n_pred": 12560, + "n_ref": 7753 + }, + "7": { + "Dice": 0.9829329923585106, + "FN": 1245, + "FP": 1558, + "IoU": 0.9664387744106131, + "TN": 617409, + "TP": 80716, + "n_pred": 82274, + "n_ref": 81961 + }, + "8": { + "Dice": 0.9277389277389277, + "FN": 24, + "FP": 7, + "IoU": 0.8652173913043478, + "TN": 700698, + "TP": 199, + "n_pred": 206, + "n_ref": 223 + }, + "9": { + "Dice": 0.8519345238095238, + "FN": 1916, + "FP": 74, + "IoU": 0.7420609202851588, + "TN": 693213, + "TP": 5725, + "n_pred": 5799, + "n_ref": 7641 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7456740442655936, + "FN": 834, + "FP": 430, + "IoU": 0.5944818735964068, + "TN": 522579, + "TP": 1853, + "n_pred": 2283, + "n_ref": 2687 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9833207831325301, + "FN": 782, + "FP": 104, + "IoU": 0.967188830870644, + "TN": 498693, + "TP": 26117, + "n_pred": 26221, + "n_ref": 26899 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.983182931930915, + "FN": 745, + "FP": 662, + "IoU": 0.9669221365431634, + "TN": 483160, + "TP": 41129, + "n_pred": 41791, + "n_ref": 41874 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 61, + "IoU": 0.0, + "TN": 525635, + "TP": 0, + "n_pred": 61, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5625494612528155, + "FN": 14367, + "FP": 5, + "IoU": 0.391352221234066, + "TN": 502083, + "TP": 9241, + "n_pred": 9246, + "n_ref": 23608 + }, + "10": { + "Dice": 0.5674747474747475, + "FN": 4075, + "FP": 207, + "IoU": 0.3961359469750388, + "TN": 518605, + "TP": 2809, + "n_pred": 3016, + "n_ref": 6884 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6876043018727981, + "FN": 1471, + "FP": 25485, + "IoU": 0.5239306276712232, + "TN": 469074, + "TP": 29666, + "n_pred": 55151, + "n_ref": 31137 + }, + "15": { + "Dice": 0.8031417028430905, + "FN": 2300, + "FP": 5545, + "IoU": 0.6710415967796042, + "TN": 501848, + "TP": 16003, + "n_pred": 21548, + "n_ref": 18303 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6793656932894991, + "FN": 1673, + "FP": 4959, + "IoU": 0.514423780934251, + "TN": 512038, + "TP": 7026, + "n_pred": 11985, + "n_ref": 8699 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 31610, + "IoU": 0.0, + "TN": 494086, + "TP": 0, + "n_pred": 31610, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6504455106237149, + "FN": 963, + "FP": 57, + "IoU": 0.4819705434230574, + "TN": 523727, + "TP": 949, + "n_pred": 1006, + "n_ref": 1912 + }, + "11": { + "Dice": 0.6352562629280625, + "FN": 497, + "FP": 1090, + "IoU": 0.465476591444931, + "TN": 522727, + "TP": 1382, + "n_pred": 2472, + "n_ref": 1879 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 525675, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "13": { + "Dice": 0.7628532102663752, + "FN": 2212, + "FP": 717, + "IoU": 0.6166230366492147, + "TN": 518056, + "TP": 4711, + "n_pred": 5428, + "n_ref": 6923 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9536432321680113, + "FN": 402, + "FP": 322, + "IoU": 0.9113939542283687, + "TN": 517525, + "TP": 7447, + "n_pred": 7769, + "n_ref": 7849 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.024800708591674048, + "FN": 1101, + "FP": 0, + "IoU": 0.012556053811659192, + "TN": 524581, + "TP": 14, + "n_pred": 14, + "n_ref": 1115 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9406004089238964, + "FN": 2390, + "FP": 5483, + "IoU": 0.8878617821330902, + "TN": 455488, + "TP": 62335, + "n_pred": 67818, + "n_ref": 64725 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9282492824928249, + "FN": 733, + "FP": 142, + "IoU": 0.8661055853098699, + "TN": 519161, + "TP": 5660, + "n_pred": 5802, + "n_ref": 6393 + }, + "9": { + "Dice": 0.4794556398848469, + "FN": 6922, + "FP": 1034, + "IoU": 0.3153184165232358, + "TN": 514076, + "TP": 3664, + "n_pred": 4698, + "n_ref": 10586 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 3, + "FP": 788, + "IoU": 0.0, + "TN": 524905, + "TP": 0, + "n_pred": 788, + "n_ref": 3 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 42, + "IoU": 0.0, + "TN": 525654, + "TP": 0, + "n_pred": 42, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2382, + "IoU": 0.0, + "TN": 523314, + "TP": 0, + "n_pred": 2382, + "n_ref": 0 + }, + "3": { + "Dice": 0.6240245261984393, + "FN": 2693, + "FP": 5, + "IoU": 0.4535142799270812, + "TN": 520759, + "TP": 2239, + "n_pred": 2244, + "n_ref": 4932 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9319171164896396, + "FN": 637, + "FP": 145, + "IoU": 0.872513857189436, + "TN": 694794, + "TP": 5352, + "n_pred": 5497, + "n_ref": 5989 + }, + "6": { + "Dice": 0.923832192799762, + "FN": 36, + "FP": 2012, + "IoU": 0.8584462261542715, + "TN": 686460, + "TP": 12420, + "n_pred": 14432, + "n_ref": 12456 + }, + "7": { + "Dice": 0.9009384040076202, + "FN": 5094, + "FP": 522, + "IoU": 0.8197342235346986, + "TN": 669774, + "TP": 25538, + "n_pred": 26060, + "n_ref": 30632 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7272727272727273, + "FN": 151, + "FP": 14, + "IoU": 0.5714285714285714, + "TN": 700543, + "TP": 220, + "n_pred": 234, + "n_ref": 371 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9193690407305845, + "FN": 3198, + "FP": 7, + "IoU": 0.8507705917958747, + "TN": 504219, + "TP": 18272, + "n_pred": 18279, + "n_ref": 21470 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 7755, + "IoU": 0.0, + "TN": 693173, + "TP": 0, + "n_pred": 7755, + "n_ref": 0 + }, + "3": { + "Dice": 0.8908344964682993, + "FN": 9254, + "FP": 1070, + "IoU": 0.8031574130567419, + "TN": 648480, + "TP": 42124, + "n_pred": 43194, + "n_ref": 51378 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 1, + "FP": 344, + "IoU": 0.0, + "TN": 525351, + "TP": 0, + "n_pred": 344, + "n_ref": 1 + }, + "10": { + "Dice": 0.8914666740142727, + "FN": 2941, + "FP": 998, + "IoU": 0.8041857228077153, + "TN": 505580, + "TP": 16177, + "n_pred": 17175, + "n_ref": 19118 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8376928970121484, + "FN": 622, + "FP": 861, + "IoU": 0.7207156308851224, + "TN": 520386, + "TP": 3827, + "n_pred": 4688, + "n_ref": 4449 + }, + "13": { + "Dice": 0.621280887544125, + "FN": 581, + "FP": 170, + "IoU": 0.45062179956108267, + "TN": 524329, + "TP": 616, + "n_pred": 786, + "n_ref": 1197 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9761561122204868, + "FN": 1911, + "FP": 501, + "IoU": 0.9534228058318046, + "TN": 473911, + "TP": 49373, + "n_pred": 49874, + "n_ref": 51284 + }, + "3": { + "Dice": 0.9636466141863815, + "FN": 914, + "FP": 827, + "IoU": 0.9298436492585429, + "TN": 500880, + "TP": 23075, + "n_pred": 23902, + "n_ref": 23989 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5, + "FN": 3, + "FP": 1, + "IoU": 0.3333333333333333, + "TN": 525690, + "TP": 2, + "n_pred": 3, + "n_ref": 5 + }, + "7": { + "Dice": 0.9221471738357625, + "FN": 842, + "FP": 1129, + "IoU": 0.8555408970976254, + "TN": 512052, + "TP": 11673, + "n_pred": 12802, + "n_ref": 12515 + }, + "8": { + "Dice": 0.9694503568298485, + "FN": 153, + "FP": 335, + "IoU": 0.9407119426558134, + "TN": 517465, + "TP": 7743, + "n_pred": 8078, + "n_ref": 7896 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 101, + "IoU": 0.0, + "TN": 525595, + "TP": 0, + "n_pred": 101, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9130794245714601, + "FN": 789, + "FP": 788, + "IoU": 0.8400608519269777, + "TN": 515836, + "TP": 8283, + "n_pred": 9071, + "n_ref": 9072 + }, + "6": { + "Dice": 0.8798198705319449, + "FN": 289, + "FP": 138, + "IoU": 0.785427135678392, + "TN": 523706, + "TP": 1563, + "n_pred": 1701, + "n_ref": 1852 + }, + "7": { + "Dice": 0.9424274646817561, + "FN": 322, + "FP": 815, + "IoU": 0.8911232404481471, + "TN": 515253, + "TP": 9306, + "n_pred": 10121, + "n_ref": 9628 + }, + "8": { + "Dice": 0.9713666170285028, + "FN": 1766, + "FP": 426, + "IoU": 0.9443273309120463, + "TN": 486323, + "TP": 37181, + "n_pred": 37607, + "n_ref": 38947 + }, + "9": { + "Dice": 0.8605167777388051, + "FN": 805, + "FP": 388, + "IoU": 0.7551816129694233, + "TN": 520823, + "TP": 3680, + "n_pred": 4068, + "n_ref": 4485 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9646239104702464, + "FN": 2124, + "FP": 506, + "IoU": 0.9316652376127004, + "TN": 487209, + "TP": 35857, + "n_pred": 36363, + "n_ref": 37981 + }, + "10": { + "Dice": 0.9124877089478859, + "FN": 2206, + "FP": 553, + "IoU": 0.8390596745027125, + "TN": 508553, + "TP": 14384, + "n_pred": 14937, + "n_ref": 16590 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8322999279019466, + "FN": 616, + "FP": 547, + "IoU": 0.7127685848357619, + "TN": 521647, + "TP": 2886, + "n_pred": 3433, + "n_ref": 3502 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 525693, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9658700137551581, + "FN": 393, + "FP": 401, + "IoU": 0.9339928506110233, + "TN": 513667, + "TP": 11235, + "n_pred": 11636, + "n_ref": 11628 + }, + "3": { + "Dice": 0.9703505026730163, + "FN": 1089, + "FP": 536, + "IoU": 0.9424085625177204, + "TN": 497480, + "TP": 26591, + "n_pred": 27127, + "n_ref": 27680 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 108, + "IoU": 0.0, + "TN": 525588, + "TP": 0, + "n_pred": 108, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9874745744566963, + "FN": 871, + "FP": 416, + "IoU": 0.9752590399661663, + "TN": 473677, + "TP": 50732, + "n_pred": 51148, + "n_ref": 51603 + }, + "7": { + "Dice": 0.8840701459624069, + "FN": 1675, + "FP": 533, + "IoU": 0.7922273454408582, + "TN": 515069, + "TP": 8419, + "n_pred": 8952, + "n_ref": 10094 + }, + "8": { + "Dice": 0.9789559989068052, + "FN": 487, + "FP": 129, + "IoU": 0.958779443254818, + "TN": 510752, + "TP": 14328, + "n_pred": 14457, + "n_ref": 14815 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.888593446094, + "FN": 1909, + "FP": 2616, + "IoU": 0.7995215099020867, + "TN": 503125, + "TP": 18046, + "n_pred": 20662, + "n_ref": 19955 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.749003984063745, + "FN": 1404, + "FP": 423, + "IoU": 0.5987261146496815, + "TN": 521143, + "TP": 2726, + "n_pred": 3149, + "n_ref": 4130 + }, + "13": { + "Dice": 0.46276732800824527, + "FN": 617, + "FP": 1468, + "IoU": 0.30103922225947033, + "TN": 522713, + "TP": 898, + "n_pred": 2366, + "n_ref": 1515 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9272479564032697, + "FN": 428, + "FP": 106, + "IoU": 0.8643637287274575, + "TN": 521759, + "TP": 3403, + "n_pred": 3509, + "n_ref": 3831 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9660403322248251, + "FN": 593, + "FP": 1480, + "IoU": 0.9343114265796312, + "TN": 494138, + "TP": 29485, + "n_pred": 30965, + "n_ref": 30078 + }, + "7": { + "Dice": 0.9602937886809335, + "FN": 5247, + "FP": 1143, + "IoU": 0.9236203248825617, + "TN": 442035, + "TP": 77271, + "n_pred": 78414, + "n_ref": 82518 + }, + "8": { + "Dice": 0.9568183010651136, + "FN": 271, + "FP": 552, + "IoU": 0.9172115481339905, + "TN": 515755, + "TP": 9118, + "n_pred": 9670, + "n_ref": 9389 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7445961563155417, + "FN": 2259, + "FP": 3708, + "IoU": 0.5931128537333787, + "TN": 511031, + "TP": 8698, + "n_pred": 12406, + "n_ref": 10957 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7781866845098695, + "FN": 1476, + "FP": 513, + "IoU": 0.6369112814895947, + "TN": 520218, + "TP": 3489, + "n_pred": 4002, + "n_ref": 4965 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 766, + "IoU": 0.0, + "TN": 524930, + "TP": 0, + "n_pred": 766, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 160, + "IoU": 0.0, + "TN": 525536, + "TP": 0, + "n_pred": 160, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9527535803927358, + "FN": 137, + "FP": 503, + "IoU": 0.9097701959678556, + "TN": 518603, + "TP": 6453, + "n_pred": 6956, + "n_ref": 6590 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 153, + "IoU": 0.0, + "TN": 525543, + "TP": 0, + "n_pred": 153, + "n_ref": 0 + }, + "7": { + "Dice": 0.86884418729817, + "FN": 7118, + "FP": 680, + "IoU": 0.7681030124602254, + "TN": 492069, + "TP": 25829, + "n_pred": 26509, + "n_ref": 32947 + }, + "8": { + "Dice": 0.9766378137393973, + "FN": 488, + "FP": 319, + "IoU": 0.9543422913719943, + "TN": 508021, + "TP": 16868, + "n_pred": 17187, + "n_ref": 17356 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 41, + "IoU": 0.0, + "TN": 700887, + "TP": 0, + "n_pred": 41, + "n_ref": 0 + }, + "10": { + "Dice": 0.9277339996156064, + "FN": 429, + "FP": 323, + "IoU": 0.8652088187847284, + "TN": 695349, + "TP": 4827, + "n_pred": 5150, + "n_ref": 5256 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7337134410305142, + "FN": 9718, + "FP": 370, + "IoU": 0.5794213291086467, + "TN": 676942, + "TP": 13898, + "n_pred": 14268, + "n_ref": 23616 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9339987030928416, + "FN": 642, + "FP": 1699, + "IoU": 0.8761703253107643, + "TN": 682023, + "TP": 16564, + "n_pred": 18263, + "n_ref": 17206 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.25497835497835497, + "FN": 929, + "FP": 2513, + "IoU": 0.14611758868767055, + "TN": 696897, + "TP": 589, + "n_pred": 3102, + "n_ref": 1518 + }, + "5": { + "Dice": 0.8979534425768338, + "FN": 674, + "FP": 777, + "IoU": 0.8148053605615826, + "TN": 693093, + "TP": 6384, + "n_pred": 7161, + "n_ref": 7058 + }, + "6": { + "Dice": 0.9649038062756464, + "FN": 4848, + "FP": 2345, + "IoU": 0.9321875707066898, + "TN": 594856, + "TP": 98879, + "n_pred": 101224, + "n_ref": 103727 + }, + "7": { + "Dice": 0.8011426757657515, + "FN": 1221, + "FP": 32, + "IoU": 0.6682552290177389, + "TN": 697151, + "TP": 2524, + "n_pred": 2556, + "n_ref": 3745 + }, + "8": { + "Dice": 0.9675333226037719, + "FN": 709, + "FP": 1510, + "IoU": 0.9371085225179265, + "TN": 665645, + "TP": 33064, + "n_pred": 34574, + "n_ref": 33773 + }, + "9": { + "Dice": 0.877322139705091, + "FN": 652, + "FP": 5047, + "IoU": 0.7814549219618822, + "TN": 674851, + "TP": 20378, + "n_pred": 25425, + "n_ref": 21030 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9820326519893202, + "FN": 1169, + "FP": 473, + "IoU": 0.9646995592819521, + "TN": 479181, + "TP": 44873, + "n_pred": 45346, + "n_ref": 46042 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6436832740213523, + "FN": 4806, + "FP": 0, + "IoU": 0.4745818301082322, + "TN": 516549, + "TP": 4341, + "n_pred": 4341, + "n_ref": 9147 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.357017028772754, + "FN": 2176, + "FP": 14, + "IoU": 0.21729807005003574, + "TN": 522898, + "TP": 608, + "n_pred": 622, + "n_ref": 2784 + }, + "3": { + "Dice": 0.06481916392672617, + "FN": 3, + "FP": 1988, + "IoU": 0.03349514563106796, + "TN": 523636, + "TP": 69, + "n_pred": 2057, + "n_ref": 72 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 116, + "FP": 0, + "IoU": 0.0, + "TN": 525580, + "TP": 0, + "n_pred": 0, + "n_ref": 116 + }, + "7": { + "Dice": 0.0, + "FN": 21, + "FP": 0, + "IoU": 0.0, + "TN": 525675, + "TP": 0, + "n_pred": 0, + "n_ref": 21 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1981, + "IoU": 0.0, + "TN": 523715, + "TP": 0, + "n_pred": 1981, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1431, + "IoU": 0.0, + "TN": 524265, + "TP": 0, + "n_pred": 1431, + "n_ref": 0 + }, + "3": { + "Dice": 0.9464927937768068, + "FN": 6724, + "FP": 1310, + "IoU": 0.8984208064128661, + "TN": 446605, + "TP": 71057, + "n_pred": 72367, + "n_ref": 77781 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.5911763618340021, + "FN": 1968.3911111111113, + "FP": 1397.6244444444444, + "IoU": 0.5086748768998839, + "TN": 574858.8711111111, + "TP": 5881.78, + "n_pred": 7279.404444444445, + "n_ref": 7850.171111111112 + }, + "mean": { + "1": { + "Dice": 0.4015096196237469, + "FN": 4852.233333333334, + "FP": 167.96666666666667, + "IoU": 0.3349711697617302, + "TN": 576704.4, + "TP": 2382.0666666666666, + "n_pred": 2550.0333333333333, + "n_ref": 7234.3 + }, + "10": { + "Dice": 0.5259971746057149, + "FN": 1427.1, + "FP": 2251.0333333333333, + "IoU": 0.4370841980003496, + "TN": 575162.0333333333, + "TP": 5266.5, + "n_pred": 7517.533333333334, + "n_ref": 6693.6 + }, + "11": { + "Dice": 0.43870528799977554, + "FN": 146.6, + "FP": 65.1, + "IoU": 0.3409134498200854, + "TN": 583652.1, + "TP": 242.86666666666667, + "n_pred": 307.96666666666664, + "n_ref": 389.46666666666664 + }, + "12": { + "Dice": 0.4581834479461316, + "FN": 128.2, + "FP": 155.0, + "IoU": 0.36829253603770207, + "TN": 583403.0333333333, + "TP": 420.43333333333334, + "n_pred": 575.4333333333333, + "n_ref": 548.6333333333333 + }, + "13": { + "Dice": 0.47441690197457687, + "FN": 3674.2, + "FP": 2049.6666666666665, + "IoU": 0.36769039296454353, + "TN": 573496.4, + "TP": 4886.4, + "n_pred": 6936.066666666667, + "n_ref": 8560.6 + }, + "14": { + "Dice": 0.6077552592597317, + "FN": 1430.3, + "FP": 556.7666666666667, + "IoU": 0.5153763253655856, + "TN": 577070.5666666667, + "TP": 5049.033333333334, + "n_pred": 5605.8, + "n_ref": 6479.333333333333 + }, + "15": { + "Dice": 0.6316913537244676, + "FN": 576.1333333333333, + "FP": 981.5333333333333, + "IoU": 0.5167696831063587, + "TN": 579927.6, + "TP": 2621.4, + "n_pred": 3602.9333333333334, + "n_ref": 3197.5333333333333 + }, + "2": { + "Dice": 0.7259798737563852, + "FN": 553.2666666666667, + "FP": 933.5, + "IoU": 0.6681986869152458, + "TN": 578370.6, + "TP": 4249.3, + "n_pred": 5182.8, + "n_ref": 4802.566666666667 + }, + "3": { + "Dice": 0.6113782152018374, + "FN": 977.9, + "FP": 621.2, + "IoU": 0.5656413931085287, + "TN": 579153.8, + "TP": 3353.766666666667, + "n_pred": 3974.9666666666667, + "n_ref": 4331.666666666667 + }, + "4": { + "Dice": 0.4669237826481473, + "FN": 1380.0666666666666, + "FP": 291.73333333333335, + "IoU": 0.3878321976951362, + "TN": 579404.6666666666, + "TP": 3030.2, + "n_pred": 3321.9333333333334, + "n_ref": 4410.266666666666 + }, + "5": { + "Dice": 0.6367937637784501, + "FN": 519.9, + "FP": 209.3, + "IoU": 0.5422495069173529, + "TN": 581640.4666666667, + "TP": 1737.0, + "n_pred": 1946.3, + "n_ref": 2256.9 + }, + "6": { + "Dice": 0.7356567570651806, + "FN": 9441.533333333333, + "FP": 6462.3, + "IoU": 0.6578495772183003, + "TN": 535701.5666666667, + "TP": 32501.266666666666, + "n_pred": 38963.566666666666, + "n_ref": 41942.8 + }, + "7": { + "Dice": 0.5701643768172135, + "FN": 2678.6, + "FP": 5204.566666666667, + "IoU": 0.476174400260725, + "TN": 568031.8333333334, + "TP": 8191.666666666667, + "n_pred": 13396.233333333334, + "n_ref": 10870.266666666666 + }, + "8": { + "Dice": 0.8765325485538997, + "FN": 792.2, + "FP": 356.9, + "IoU": 0.8252214461119819, + "TN": 573375.6333333333, + "TP": 9581.933333333332, + "n_pred": 9938.833333333334, + "n_ref": 10374.133333333333 + }, + "9": { + "Dice": 0.7059570645547725, + "FN": 947.6333333333333, + "FP": 657.8, + "IoU": 0.6258581902146326, + "TN": 577788.3666666667, + "TP": 4712.866666666667, + "n_pred": 5370.666666666667, + "n_ref": 5660.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.5252525252525253, + "FN": 47, + "FP": 0, + "IoU": 0.3561643835616438, + "TN": 525623, + "TP": 26, + "n_pred": 26, + "n_ref": 73 + }, + "10": { + "Dice": 0.8950151057401813, + "FN": 173, + "FP": 105, + "IoU": 0.8099794941900205, + "TN": 524233, + "TP": 1185, + "n_pred": 1290, + "n_ref": 1358 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 525684, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7466802860061287, + "FN": 110, + "FP": 882, + "IoU": 0.5957620211898941, + "TN": 523242, + "TP": 1462, + "n_pred": 2344, + "n_ref": 1572 + }, + "15": { + "Dice": 0.8379928315412186, + "FN": 6846, + "FP": 4454, + "IoU": 0.7211597779148674, + "TN": 485171, + "TP": 29225, + "n_pred": 33679, + "n_ref": 36071 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9102222222222223, + "FN": 100, + "FP": 1, + "IoU": 0.835236541598695, + "TN": 525083, + "TP": 512, + "n_pred": 513, + "n_ref": 612 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7867592970984879, + "FN": 1769, + "FP": 840, + "IoU": 0.6484774993263271, + "TN": 518274, + "TP": 4813, + "n_pred": 5653, + "n_ref": 6582 + }, + "6": { + "Dice": 0.9010614598348841, + "FN": 3215, + "FP": 560, + "IoU": 0.8199379918912473, + "TN": 504731, + "TP": 17190, + "n_pred": 17750, + "n_ref": 20405 + }, + "7": { + "Dice": 0.852017937219731, + "FN": 663, + "FP": 888, + "IoU": 0.7421875, + "TN": 519680, + "TP": 4465, + "n_pred": 5353, + "n_ref": 5128 + }, + "8": { + "Dice": 0.9463361210673039, + "FN": 583, + "FP": 1573, + "IoU": 0.8981385240480015, + "TN": 504530, + "TP": 19010, + "n_pred": 20583, + "n_ref": 19593 + }, + "9": { + "Dice": 0.8796844181459567, + "FN": 217, + "FP": 88, + "IoU": 0.7852112676056338, + "TN": 524276, + "TP": 1115, + "n_pred": 1203, + "n_ref": 1332 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 405, + "FP": 0, + "IoU": 0.0, + "TN": 525291, + "TP": 0, + "n_pred": 0, + "n_ref": 405 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 29, + "IoU": 0.0, + "TN": 525667, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 214, + "IoU": 0.0, + "TN": 525482, + "TP": 0, + "n_pred": 214, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 65, + "IoU": 0.0, + "TN": 525631, + "TP": 0, + "n_pred": 65, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 916, + "IoU": 0.0, + "TN": 524780, + "TP": 0, + "n_pred": 916, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.691429321433259, + "FN": 1394, + "FP": 957, + "IoU": 0.5283851554663992, + "TN": 520711, + "TP": 2634, + "n_pred": 3591, + "n_ref": 4028 + }, + "6": { + "Dice": 0.5211452587339113, + "FN": 1135, + "FP": 688, + "IoU": 0.35239786856127886, + "TN": 522881, + "TP": 992, + "n_pred": 1680, + "n_ref": 2127 + }, + "7": { + "Dice": 0.6104962513388076, + "FN": 5468, + "FP": 2169, + "IoU": 0.4393627954779034, + "TN": 512074, + "TP": 5985, + "n_pred": 8154, + "n_ref": 11453 + }, + "8": { + "Dice": 0.9641058540497194, + "FN": 1400, + "FP": 838, + "IoU": 0.9306992010899857, + "TN": 493402, + "TP": 30056, + "n_pred": 30894, + "n_ref": 31456 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1279, + "IoU": 0.0, + "TN": 524417, + "TP": 0, + "n_pred": 1279, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8295667620645416, + "FN": 2296, + "FP": 1158, + "IoU": 0.7087689713322091, + "TN": 513836, + "TP": 8406, + "n_pred": 9564, + "n_ref": 10702 + }, + "6": { + "Dice": 0.8833121558661584, + "FN": 1353, + "FP": 1953, + "IoU": 0.7910108097857007, + "TN": 509877, + "TP": 12513, + "n_pred": 14466, + "n_ref": 13866 + }, + "7": { + "Dice": 0.6344647519582245, + "FN": 37, + "FP": 243, + "IoU": 0.4646271510516252, + "TN": 525173, + "TP": 243, + "n_pred": 486, + "n_ref": 280 + }, + "8": { + "Dice": 0.9638517618469016, + "FN": 947, + "FP": 481, + "IoU": 0.9302257402521255, + "TN": 505230, + "TP": 19038, + "n_pred": 19519, + "n_ref": 19985 + }, + "9": { + "Dice": 0.8776663902917012, + "FN": 2598, + "FP": 648, + "IoU": 0.7820013431833446, + "TN": 510806, + "TP": 11644, + "n_pred": 12292, + "n_ref": 14242 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5903968529445794, + "FN": 9925, + "FP": 7776, + "IoU": 0.418839057062184, + "TN": 495238, + "TP": 12757, + "n_pred": 20533, + "n_ref": 22682 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.12406015037593984, + "FN": 55, + "FP": 411, + "IoU": 0.06613226452905811, + "TN": 525197, + "TP": 33, + "n_pred": 444, + "n_ref": 88 + }, + "13": { + "Dice": 0.7325633822356328, + "FN": 3933, + "FP": 3778, + "IoU": 0.5779881786339754, + "TN": 507424, + "TP": 10561, + "n_pred": 14339, + "n_ref": 14494 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.828901025981318, + "FN": 145, + "FP": 6559, + "IoU": 0.7077975853201413, + "TN": 502753, + "TP": 16239, + "n_pred": 22798, + "n_ref": 16384 + }, + "7": { + "Dice": 0.85286027320621, + "FN": 8258, + "FP": 4366, + "IoU": 0.7434667750457224, + "TN": 476486, + "TP": 36586, + "n_pred": 40952, + "n_ref": 44844 + }, + "8": { + "Dice": 0.9190621451314822, + "FN": 2406, + "FP": 1229, + "IoU": 0.8502451283318914, + "TN": 501423, + "TP": 20638, + "n_pred": 21867, + "n_ref": 23044 + }, + "9": { + "Dice": 0.9455382436260623, + "FN": 1167, + "FP": 371, + "IoU": 0.8967022634159446, + "TN": 510807, + "TP": 13351, + "n_pred": 13722, + "n_ref": 14518 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6954530585541381, + "FN": 215, + "FP": 4440, + "IoU": 0.533099297893681, + "TN": 515726, + "TP": 5315, + "n_pred": 9755, + "n_ref": 5530 + }, + "11": { + "Dice": 0.0, + "FN": 380, + "FP": 0, + "IoU": 0.0, + "TN": 525316, + "TP": 0, + "n_pred": 0, + "n_ref": 380 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7858200445889141, + "FN": 9888, + "FP": 2697, + "IoU": 0.6472022875084099, + "TN": 490024, + "TP": 23087, + "n_pred": 25784, + "n_ref": 32975 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9292096219931272, + "FN": 302, + "FP": 213, + "IoU": 0.8677792041078306, + "TN": 521801, + "TP": 3380, + "n_pred": 3593, + "n_ref": 3682 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 68, + "IoU": 0.0, + "TN": 525628, + "TP": 0, + "n_pred": 68, + "n_ref": 0 + }, + "4": { + "Dice": 0.5306666666666666, + "FN": 299, + "FP": 53, + "IoU": 0.36116152450090744, + "TN": 525145, + "TP": 199, + "n_pred": 252, + "n_ref": 498 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9321307112228301, + "FN": 814, + "FP": 104, + "IoU": 0.8728883965660482, + "TN": 518474, + "TP": 6304, + "n_pred": 6408, + "n_ref": 7118 + }, + "7": { + "Dice": 0.6323090055484422, + "FN": 3382, + "FP": 64, + "IoU": 0.4623186144484319, + "TN": 519287, + "TP": 2963, + "n_pred": 3027, + "n_ref": 6345 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9279656886636124, + "FN": 436, + "FP": 303, + "IoU": 0.8656119294417167, + "TN": 520197, + "TP": 4760, + "n_pred": 5063, + "n_ref": 5196 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 6485, + "IoU": 0.0, + "TN": 519211, + "TP": 0, + "n_pred": 6485, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.32928038790728426, + "FN": 3488, + "FP": 14771, + "IoU": 0.1970889582692054, + "TN": 502955, + "TP": 4482, + "n_pred": 19253, + "n_ref": 7970 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 10191, + "IoU": 0.0, + "TN": 515505, + "TP": 0, + "n_pred": 10191, + "n_ref": 0 + }, + "8": { + "Dice": 0.9478045206019954, + "FN": 1005, + "FP": 847, + "IoU": 0.9007874859377512, + "TN": 507029, + "TP": 16815, + "n_pred": 17662, + "n_ref": 17820 + }, + "9": { + "Dice": 0.0, + "FN": 184, + "FP": 569, + "IoU": 0.0, + "TN": 524943, + "TP": 0, + "n_pred": 569, + "n_ref": 184 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.840733770396873, + "FN": 2781, + "FP": 4920, + "IoU": 0.7252292432297427, + "TN": 497669, + "TP": 20326, + "n_pred": 25246, + "n_ref": 23107 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7011126812737525, + "FN": 18979, + "FP": 2806, + "IoU": 0.5397794490451242, + "TN": 478360, + "TP": 25551, + "n_pred": 28357, + "n_ref": 44530 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.901442408486729, + "FN": 5894, + "FP": 3508, + "IoU": 0.820569094830054, + "TN": 473297, + "TP": 42997, + "n_pred": 46505, + "n_ref": 48891 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2348, + "IoU": 0.0, + "TN": 523348, + "TP": 0, + "n_pred": 2348, + "n_ref": 0 + }, + "4": { + "Dice": 0.020209310718152292, + "FN": 34, + "FP": 2681, + "IoU": 0.01020780167699599, + "TN": 522953, + "TP": 28, + "n_pred": 2709, + "n_ref": 62 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9230717001629549, + "FN": 2084, + "FP": 2448, + "IoU": 0.8571338503246958, + "TN": 493974, + "TP": 27190, + "n_pred": 29638, + "n_ref": 29274 + }, + "7": { + "Dice": 0.4906293706293706, + "FN": 21518, + "FP": 13081, + "IoU": 0.3250555967383247, + "TN": 474434, + "TP": 16663, + "n_pred": 29744, + "n_ref": 38181 + }, + "8": { + "Dice": 0.0, + "FN": 12, + "FP": 2, + "IoU": 0.0, + "TN": 525682, + "TP": 0, + "n_pred": 2, + "n_ref": 12 + }, + "9": { + "Dice": 0.6705477010811453, + "FN": 1377, + "FP": 1396, + "IoU": 0.50437890974084, + "TN": 520101, + "TP": 2822, + "n_pred": 4218, + "n_ref": 4199 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8826201365829208, + "FN": 7016, + "FP": 478, + "IoU": 0.7899015952227424, + "TN": 665259, + "TP": 28175, + "n_pred": 28653, + "n_ref": 35191 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7056261343012704, + "FN": 721, + "FP": 90, + "IoU": 0.5451486259113854, + "TN": 699145, + "TP": 972, + "n_pred": 1062, + "n_ref": 1693 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 700907, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8699234844025897, + "FN": 144, + "FP": 77, + "IoU": 0.7697916666666667, + "TN": 699968, + "TP": 739, + "n_pred": 816, + "n_ref": 883 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8529843770863934, + "FN": 899, + "FP": 202, + "IoU": 0.7436554132712456, + "TN": 696633, + "TP": 3194, + "n_pred": 3396, + "n_ref": 4093 + }, + "6": { + "Dice": 0.746036881268198, + "FN": 823, + "FP": 747, + "IoU": 0.5949432404540763, + "TN": 697052, + "TP": 2306, + "n_pred": 3053, + "n_ref": 3129 + }, + "7": { + "Dice": 0.6455918510713031, + "FN": 537, + "FP": 6526, + "IoU": 0.4766597510373444, + "TN": 687432, + "TP": 6433, + "n_pred": 12959, + "n_ref": 6970 + }, + "8": { + "Dice": 0.9599625380472957, + "FN": 1927, + "FP": 467, + "IoU": 0.9230076542098155, + "TN": 669834, + "TP": 28700, + "n_pred": 29167, + "n_ref": 30627 + }, + "9": { + "Dice": 0.8584905660377359, + "FN": 147, + "FP": 273, + "IoU": 0.7520661157024794, + "TN": 699234, + "TP": 1274, + "n_pred": 1547, + "n_ref": 1421 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.8062973760932944, + "FN": 693, + "FP": 968, + "IoU": 0.6754591637358343, + "TN": 520578, + "TP": 3457, + "n_pred": 4425, + "n_ref": 4150 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9757868504445744, + "FN": 245, + "FP": 542, + "IoU": 0.9527185340943226, + "TN": 509051, + "TP": 15858, + "n_pred": 16400, + "n_ref": 16103 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9761406789531097, + "FN": 1698, + "FP": 1211, + "IoU": 0.9533933606767495, + "TN": 463280, + "TP": 59507, + "n_pred": 60718, + "n_ref": 61205 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9408518374237113, + "FN": 1492, + "FP": 330, + "IoU": 0.8883099368601729, + "TN": 509383, + "TP": 14491, + "n_pred": 14821, + "n_ref": 15983 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.25267750892502977, + "FN": 3768, + "FP": 0, + "IoU": 0.1446083995459705, + "TN": 521291, + "TP": 637, + "n_pred": 637, + "n_ref": 4405 + }, + "10": { + "Dice": 0.5721606483136694, + "FN": 2943, + "FP": 4237, + "IoU": 0.4007178031883816, + "TN": 513715, + "TP": 4801, + "n_pred": 9038, + "n_ref": 7744 + }, + "11": { + "Dice": 0.6017250126839168, + "FN": 1415, + "FP": 155, + "IoU": 0.43033381712626995, + "TN": 522940, + "TP": 1186, + "n_pred": 1341, + "n_ref": 2601 + }, + "12": { + "Dice": 0.6431718061674009, + "FN": 925, + "FP": 1991, + "IoU": 0.474025974025974, + "TN": 520152, + "TP": 2628, + "n_pred": 4619, + "n_ref": 3553 + }, + "13": { + "Dice": 0.5086128739800544, + "FN": 4179, + "FP": 7745, + "IoU": 0.34103343465045594, + "TN": 507601, + "TP": 6171, + "n_pred": 13916, + "n_ref": 10350 + }, + "14": { + "Dice": 0.882745204403251, + "FN": 11671, + "FP": 866, + "IoU": 0.7901019605216897, + "TN": 465967, + "TP": 47192, + "n_pred": 48058, + "n_ref": 58863 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7945552389996834, + "FN": 186, + "FP": 463, + "IoU": 0.6591386554621849, + "TN": 523792, + "TP": 1255, + "n_pred": 1718, + "n_ref": 1441 + }, + "3": { + "Dice": 0.9441427911275416, + "FN": 1243, + "FP": 691, + "IoU": 0.8941955249193063, + "TN": 507417, + "TP": 16345, + "n_pred": 17036, + "n_ref": 17588 + }, + "4": { + "Dice": 0.8745688567342474, + "FN": 1920, + "FP": 1062, + "IoU": 0.7770967259680072, + "TN": 512318, + "TP": 10396, + "n_pred": 11458, + "n_ref": 12316 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 36, + "IoU": 0.0, + "TN": 525660, + "TP": 0, + "n_pred": 36, + "n_ref": 0 + }, + "6": { + "Dice": 0.9481882925782725, + "FN": 4188, + "FP": 6921, + "IoU": 0.901481021638879, + "TN": 412936, + "TP": 101651, + "n_pred": 108572, + "n_ref": 105839 + }, + "7": { + "Dice": 0.03487672880336741, + "FN": 3209, + "FP": 1, + "IoU": 0.017747858017135864, + "TN": 522428, + "TP": 58, + "n_pred": 59, + "n_ref": 3267 + }, + "8": { + "Dice": 0.9534783234912861, + "FN": 160, + "FP": 486, + "IoU": 0.9110927608037435, + "TN": 518430, + "TP": 6620, + "n_pred": 7106, + "n_ref": 6780 + }, + "9": { + "Dice": 0.8739380022962112, + "FN": 554, + "FP": 544, + "IoU": 0.7761011419249593, + "TN": 520792, + "TP": 3806, + "n_pred": 4350, + "n_ref": 4360 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.01353473942500801, + "FN": 126235, + "FP": 0, + "IoU": 0.0068134790442246716, + "TN": 398595, + "TP": 866, + "n_pred": 866, + "n_ref": 127101 + }, + "10": { + "Dice": 0.9018947368421053, + "FN": 223, + "FP": 10, + "IoU": 0.821319018404908, + "TN": 524392, + "TP": 1071, + "n_pred": 1081, + "n_ref": 1294 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9117975437290659, + "FN": 79, + "FP": 632, + "IoU": 0.8378932968536251, + "TN": 521310, + "TP": 3675, + "n_pred": 4307, + "n_ref": 3754 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9393859184753838, + "FN": 860, + "FP": 56, + "IoU": 0.8857000249563264, + "TN": 517682, + "TP": 7098, + "n_pred": 7154, + "n_ref": 7958 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4031055119242313, + "FN": 2683, + "FP": 130169, + "IoU": 0.2524308994327901, + "TN": 347984, + "TP": 44860, + "n_pred": 175029, + "n_ref": 47543 + }, + "7": { + "Dice": 0.9507530834914611, + "FN": 1952, + "FP": 1370, + "IoU": 0.9061290231427844, + "TN": 490307, + "TP": 32067, + "n_pred": 33437, + "n_ref": 34019 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6924529999100477, + "FN": 6656, + "FP": 3601, + "IoU": 0.5295817281232801, + "TN": 503892, + "TP": 11547, + "n_pred": 15148, + "n_ref": 18203 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.29428461295861513, + "FN": 8603, + "FP": 11536, + "IoU": 0.1725285561673104, + "TN": 501358, + "TP": 4199, + "n_pred": 15735, + "n_ref": 12802 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8872722826751437, + "FN": 991, + "FP": 853, + "IoU": 0.7973849027579387, + "TN": 516595, + "TP": 7257, + "n_pred": 8110, + "n_ref": 8248 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.4885123492245836, + "FN": 7103, + "FP": 21, + "IoU": 0.3231996959908797, + "TN": 515170, + "TP": 3402, + "n_pred": 3423, + "n_ref": 10505 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8898803157626687, + "FN": 7085, + "FP": 3726, + "IoU": 0.8016075459233296, + "TN": 471203, + "TP": 43682, + "n_pred": 47408, + "n_ref": 50767 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 204, + "IoU": 0.0, + "TN": 525492, + "TP": 0, + "n_pred": 204, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8974974721941354, + "FN": 2751, + "FP": 2115, + "IoU": 0.814054797661355, + "TN": 499527, + "TP": 21303, + "n_pred": 23418, + "n_ref": 24054 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8840301031064549, + "FN": 2324, + "FP": 4672, + "IoU": 0.7921630373429192, + "TN": 667267, + "TP": 26665, + "n_pred": 31337, + "n_ref": 28989 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7776077071984874, + "FN": 4760, + "FP": 5120, + "IoU": 0.6361359702426987, + "TN": 673775, + "TP": 17273, + "n_pred": 22393, + "n_ref": 22033 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6641042212320147, + "FN": 19547, + "FP": 203, + "IoU": 0.49712277842847685, + "TN": 661654, + "TP": 19524, + "n_pred": 19727, + "n_ref": 39071 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 237, + "IoU": 0.0, + "TN": 700691, + "TP": 0, + "n_pred": 237, + "n_ref": 0 + }, + "6": { + "Dice": 0.9494649608065102, + "FN": 3295, + "FP": 1437, + "IoU": 0.9037918064450544, + "TN": 651743, + "TP": 44453, + "n_pred": 45890, + "n_ref": 47748 + }, + "7": { + "Dice": 0.8523163414238607, + "FN": 4236, + "FP": 1228, + "IoU": 0.7426404785455231, + "TN": 679697, + "TP": 15767, + "n_pred": 16995, + "n_ref": 20003 + }, + "8": { + "Dice": 0.9221801224132906, + "FN": 9, + "FP": 258, + "IoU": 0.8555976203353164, + "TN": 699079, + "TP": 1582, + "n_pred": 1840, + "n_ref": 1591 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 657, + "IoU": 0.0, + "TN": 700271, + "TP": 0, + "n_pred": 657, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.696921071106208, + "FN": 5396, + "FP": 12736, + "IoU": 0.5348264450088509, + "TN": 661949, + "TP": 20847, + "n_pred": 33583, + "n_ref": 26243 + }, + "11": { + "Dice": 0.7503201024327785, + "FN": 697, + "FP": 278, + "IoU": 0.6004098360655737, + "TN": 698488, + "TP": 1465, + "n_pred": 1743, + "n_ref": 2162 + }, + "12": { + "Dice": 0.8545112781954888, + "FN": 704, + "FP": 70, + "IoU": 0.7459796521168363, + "TN": 697881, + "TP": 2273, + "n_pred": 2343, + "n_ref": 2977 + }, + "13": { + "Dice": 0.5041436464088398, + "FN": 1965, + "FP": 189, + "IoU": 0.33702677746999077, + "TN": 697679, + "TP": 1095, + "n_pred": 1284, + "n_ref": 3060 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.974445270614018, + "FN": 435, + "FP": 871, + "IoU": 0.9501640845607876, + "TN": 674722, + "TP": 24900, + "n_pred": 25771, + "n_ref": 25335 + }, + "3": { + "Dice": 0.9565563238083583, + "FN": 811, + "FP": 609, + "IoU": 0.9167301941007447, + "TN": 683875, + "TP": 15633, + "n_pred": 16242, + "n_ref": 16444 + }, + "4": { + "Dice": 0.0, + "FN": 1709, + "FP": 0, + "IoU": 0.0, + "TN": 699219, + "TP": 0, + "n_pred": 0, + "n_ref": 1709 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6532472689984649, + "FN": 51541, + "FP": 6960, + "IoU": 0.48505360632360967, + "TN": 587322, + "TP": 55105, + "n_pred": 62065, + "n_ref": 106646 + }, + "7": { + "Dice": 0.07356020942408377, + "FN": 18869, + "FP": 44833, + "IoU": 0.038184535942383475, + "TN": 634697, + "TP": 2529, + "n_pred": 47362, + "n_ref": 21398 + }, + "8": { + "Dice": 0.9653478644614145, + "FN": 739, + "FP": 164, + "IoU": 0.9330168385134634, + "TN": 687447, + "TP": 12578, + "n_pred": 12742, + "n_ref": 13317 + }, + "9": { + "Dice": 0.9013183555659567, + "FN": 1192, + "FP": 2603, + "IoU": 0.8203635330871911, + "TN": 679802, + "TP": 17331, + "n_pred": 19934, + "n_ref": 18523 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 22, + "FP": 0, + "IoU": 0.0, + "TN": 525674, + "TP": 0, + "n_pred": 0, + "n_ref": 22 + }, + "10": { + "Dice": 0.8919603147451248, + "FN": 921, + "FP": 658, + "IoU": 0.8049895022847968, + "TN": 517599, + "TP": 6518, + "n_pred": 7176, + "n_ref": 7439 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8936067551266587, + "FN": 523, + "FP": 359, + "IoU": 0.8076755342346271, + "TN": 521110, + "TP": 3704, + "n_pred": 4063, + "n_ref": 4227 + }, + "13": { + "Dice": 0.2957486136783734, + "FN": 3048, + "FP": 0, + "IoU": 0.1735357917570499, + "TN": 522008, + "TP": 640, + "n_pred": 640, + "n_ref": 3688 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.945054945054945, + "FN": 44, + "FP": 51, + "IoU": 0.8958333333333334, + "TN": 524784, + "TP": 817, + "n_pred": 868, + "n_ref": 861 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 525693, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9605742013748484, + "FN": 115, + "FP": 275, + "IoU": 0.9241392725150749, + "TN": 520555, + "TP": 4751, + "n_pred": 5026, + "n_ref": 4866 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 181, + "IoU": 0.0, + "TN": 525515, + "TP": 0, + "n_pred": 181, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 387, + "IoU": 0.0, + "TN": 525309, + "TP": 0, + "n_pred": 387, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 30756, + "IoU": 0.0, + "TN": 494940, + "TP": 0, + "n_pred": 30756, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7744666666666666, + "FN": 4372, + "FP": 2394, + "IoU": 0.6319425556220422, + "TN": 682545, + "TP": 11617, + "n_pred": 14011, + "n_ref": 15989 + }, + "11": { + "Dice": 0.6547085201793722, + "FN": 90, + "FP": 64, + "IoU": 0.4866666666666667, + "TN": 700628, + "TP": 146, + "n_pred": 210, + "n_ref": 236 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6048888510348351, + "FN": 20527, + "FP": 2668, + "IoU": 0.4335775335775336, + "TN": 659978, + "TP": 17755, + "n_pred": 20423, + "n_ref": 38282 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.928438504483167, + "FN": 189, + "FP": 234, + "IoU": 0.8664351120934638, + "TN": 697761, + "TP": 2744, + "n_pred": 2978, + "n_ref": 2933 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2570, + "IoU": 0.0, + "TN": 698358, + "TP": 0, + "n_pred": 2570, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.917297042962105, + "FN": 1169, + "FP": 3401, + "IoU": 0.8472287223373671, + "TN": 671014, + "TP": 25344, + "n_pred": 28745, + "n_ref": 26513 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9082531927394168, + "FN": 2248, + "FP": 719, + "IoU": 0.8319265847164787, + "TN": 683275, + "TP": 14686, + "n_pred": 15405, + "n_ref": 16934 + }, + "9": { + "Dice": 0.8123855501914433, + "FN": 1625, + "FP": 2883, + "IoU": 0.6840482197925427, + "TN": 686660, + "TP": 9760, + "n_pred": 12643, + "n_ref": 11385 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8233153025630656, + "FN": 873, + "FP": 2622, + "IoU": 0.6996906684997423, + "TN": 514058, + "TP": 8143, + "n_pred": 10765, + "n_ref": 9016 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3676, + "IoU": 0.0, + "TN": 522020, + "TP": 0, + "n_pred": 3676, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.924164412252378, + "FN": 1360, + "FP": 1247, + "IoU": 0.859020116807268, + "TN": 507204, + "TP": 15885, + "n_pred": 17132, + "n_ref": 17245 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8320241291306221, + "FN": 8594, + "FP": 1542, + "IoU": 0.7123641420017595, + "TN": 490457, + "TP": 25103, + "n_pred": 26645, + "n_ref": 33697 + }, + "6": { + "Dice": 0.38639637785552583, + "FN": 23415, + "FP": 437, + "IoU": 0.23946176901983293, + "TN": 494334, + "TP": 7510, + "n_pred": 7947, + "n_ref": 30925 + }, + "7": { + "Dice": 0.9190544333144752, + "FN": 2829, + "FP": 11765, + "IoU": 0.8502319280817701, + "TN": 428252, + "TP": 82850, + "n_pred": 94615, + "n_ref": 85679 + }, + "8": { + "Dice": 0.9763221353733578, + "FN": 1374, + "FP": 904, + "IoU": 0.9537396178136994, + "TN": 476453, + "TP": 46965, + "n_pred": 47869, + "n_ref": 48339 + }, + "9": { + "Dice": 0.9306070287539936, + "FN": 355, + "FP": 188, + "IoU": 0.8702198852772467, + "TN": 521512, + "TP": 3641, + "n_pred": 3829, + "n_ref": 3996 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7731958762886598, + "FN": 251, + "FP": 57, + "IoU": 0.6302521008403361, + "TN": 700095, + "TP": 525, + "n_pred": 582, + "n_ref": 776 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.595953460118686, + "FN": 7868, + "FP": 779, + "IoU": 0.4244542066027689, + "TN": 685904, + "TP": 6377, + "n_pred": 7156, + "n_ref": 14245 + }, + "14": { + "Dice": 0.8781872213967311, + "FN": 2685, + "FP": 5513, + "IoU": 0.7828286842035551, + "TN": 663179, + "TP": 29551, + "n_pred": 35064, + "n_ref": 32236 + }, + "15": { + "Dice": 0.6579001949641183, + "FN": 728, + "FP": 15766, + "IoU": 0.4902021388390925, + "TN": 668574, + "TP": 15860, + "n_pred": 31626, + "n_ref": 16588 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8137227630968938, + "FN": 5237, + "FP": 790, + "IoU": 0.6859465374394247, + "TN": 681737, + "TP": 13164, + "n_pred": 13954, + "n_ref": 18401 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9653254131013836, + "FN": 2224, + "FP": 718, + "IoU": 0.9329748940629699, + "TN": 657034, + "TP": 40952, + "n_pred": 41670, + "n_ref": 43176 + }, + "7": { + "Dice": 0.7642847114979643, + "FN": 342, + "FP": 1337, + "IoU": 0.6184957964099068, + "TN": 696527, + "TP": 2722, + "n_pred": 4059, + "n_ref": 3064 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8473310415830527, + "FN": 4980, + "FP": 3769, + "IoU": 0.7351035485042994, + "TN": 667900, + "TP": 24279, + "n_pred": 28048, + "n_ref": 29259 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.09704203425012974, + "FN": 17250, + "FP": 150, + "IoU": 0.05099536405781293, + "TN": 682593, + "TP": 935, + "n_pred": 1085, + "n_ref": 18185 + }, + "14": { + "Dice": 0.695134024469973, + "FN": 9700, + "FP": 6621, + "IoU": 0.5327244617498855, + "TN": 666000, + "TP": 18607, + "n_pred": 25228, + "n_ref": 28307 + }, + "15": { + "Dice": 0.8368461843821478, + "FN": 3244, + "FP": 5387, + "IoU": 0.71946304361958, + "TN": 670162, + "TP": 22135, + "n_pred": 27522, + "n_ref": 25379 + }, + "2": { + "Dice": 0.8686485598674093, + "FN": 8356, + "FP": 441, + "IoU": 0.7677972812458757, + "TN": 663043, + "TP": 29088, + "n_pred": 29529, + "n_ref": 37444 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6754, + "IoU": 0.0, + "TN": 694174, + "TP": 0, + "n_pred": 6754, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 51, + "IoU": 0.0, + "TN": 700877, + "TP": 0, + "n_pred": 51, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9715459410567574, + "FN": 558, + "FP": 952, + "IoU": 0.9446663490783832, + "TN": 673639, + "TP": 25779, + "n_pred": 26731, + "n_ref": 26337 + }, + "7": { + "Dice": 0.8596893752206142, + "FN": 617, + "FP": 973, + "IoU": 0.7539080637672188, + "TN": 694467, + "TP": 4871, + "n_pred": 5844, + "n_ref": 5488 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1622, + "IoU": 0.0, + "TN": 699306, + "TP": 0, + "n_pred": 1622, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2135, + "IoU": 0.0, + "TN": 698793, + "TP": 0, + "n_pred": 2135, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 498, + "FP": 0, + "IoU": 0.0, + "TN": 700430, + "TP": 0, + "n_pred": 0, + "n_ref": 498 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 89, + "IoU": 0.0, + "TN": 700839, + "TP": 0, + "n_pred": 89, + "n_ref": 0 + }, + "14": { + "Dice": 0.8687491316045421, + "FN": 8538, + "FP": 1853, + "IoU": 0.7679544439481911, + "TN": 656148, + "TP": 34389, + "n_pred": 36242, + "n_ref": 42927 + }, + "15": { + "Dice": 0.6194833153928956, + "FN": 5862, + "FP": 2622, + "IoU": 0.4487329434697856, + "TN": 685538, + "TP": 6906, + "n_pred": 9528, + "n_ref": 12768 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5582, + "IoU": 0.0, + "TN": 695346, + "TP": 0, + "n_pred": 5582, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 58, + "IoU": 0.0, + "TN": 700870, + "TP": 0, + "n_pred": 58, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5473145098540807, + "FN": 169547, + "FP": 335, + "IoU": 0.3767604987911761, + "TN": 428349, + "TP": 102697, + "n_pred": 103032, + "n_ref": 272244 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 21034, + "IoU": 0.0, + "TN": 679894, + "TP": 0, + "n_pred": 21034, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.3359918977085707, + "FN": 1766, + "FP": 3479, + "IoU": 0.20191722458916617, + "TN": 694356, + "TP": 1327, + "n_pred": 4806, + "n_ref": 3093 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 20876, + "IoU": 0.0, + "TN": 680052, + "TP": 0, + "n_pred": 20876, + "n_ref": 0 + }, + "3": { + "Dice": 0.4540479986212245, + "FN": 25342, + "FP": 0, + "IoU": 0.29370122630992196, + "TN": 665048, + "TP": 10538, + "n_pred": 10538, + "n_ref": 35880 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8718234093860138, + "FN": 426, + "FP": 1647, + "IoU": 0.7727721144360408, + "TN": 516573, + "TP": 7050, + "n_pred": 8697, + "n_ref": 7476 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8113471996411953, + "FN": 2479, + "FP": 886, + "IoU": 0.6825771153664748, + "TN": 515095, + "TP": 7236, + "n_pred": 8122, + "n_ref": 9715 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8541606817964187, + "FN": 718, + "FP": 805, + "IoU": 0.7454454287146917, + "TN": 519713, + "TP": 4460, + "n_pred": 5265, + "n_ref": 5178 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9721871352893431, + "FN": 1813, + "FP": 3978, + "IoU": 0.9458795162707239, + "TN": 418694, + "TP": 101211, + "n_pred": 105189, + "n_ref": 103024 + }, + "7": { + "Dice": 0.8574644716476713, + "FN": 559, + "FP": 454, + "IoU": 0.7504926108374385, + "TN": 521636, + "TP": 3047, + "n_pred": 3501, + "n_ref": 3606 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9604857036258183, + "FN": 1132, + "FP": 33, + "IoU": 0.9239754633255025, + "TN": 510372, + "TP": 14159, + "n_pred": 14192, + "n_ref": 15291 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 175, + "FP": 0, + "IoU": 0.0, + "TN": 525521, + "TP": 0, + "n_pred": 0, + "n_ref": 175 + }, + "14": { + "Dice": 0.790546206197227, + "FN": 10205, + "FP": 536, + "IoU": 0.6536390313114702, + "TN": 494685, + "TP": 20270, + "n_pred": 20806, + "n_ref": 30475 + }, + "15": { + "Dice": 0.8379255960664255, + "FN": 604, + "FP": 1143, + "IoU": 0.7210601947948267, + "TN": 519433, + "TP": 4516, + "n_pred": 5659, + "n_ref": 5120 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9378090856814261, + "FN": 3925, + "FP": 401, + "IoU": 0.8829006848388057, + "TN": 488753, + "TP": 32617, + "n_pred": 33018, + "n_ref": 36542 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9730274169419223, + "FN": 909, + "FP": 2733, + "IoU": 0.9474716589263564, + "TN": 456362, + "TP": 65692, + "n_pred": 68425, + "n_ref": 66601 + }, + "7": { + "Dice": 0.966099185788305, + "FN": 9, + "FP": 220, + "IoU": 0.9344215349369989, + "TN": 522204, + "TP": 3263, + "n_pred": 3483, + "n_ref": 3272 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 165, + "IoU": 0.0, + "TN": 525531, + "TP": 0, + "n_pred": 165, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 5026, + "IoU": 0.0, + "TN": 520670, + "TP": 0, + "n_pred": 5026, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9387351778656127, + "FN": 110, + "FP": 14, + "IoU": 0.8845437616387337, + "TN": 524622, + "TP": 950, + "n_pred": 964, + "n_ref": 1060 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8755498533724341, + "FN": 5329, + "FP": 103, + "IoU": 0.7786471067644661, + "TN": 501156, + "TP": 19108, + "n_pred": 19211, + "n_ref": 24437 + }, + "10": { + "Dice": 0.0, + "FN": 614, + "FP": 386, + "IoU": 0.0, + "TN": 524696, + "TP": 0, + "n_pred": 386, + "n_ref": 614 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5952797202797203, + "FN": 609, + "FP": 317, + "IoU": 0.4237710018668326, + "TN": 524089, + "TP": 681, + "n_pred": 998, + "n_ref": 1290 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 525692, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "3": { + "Dice": 0.965249733265528, + "FN": 1110, + "FP": 2375, + "IoU": 0.932833519639209, + "TN": 473810, + "TP": 48401, + "n_pred": 50776, + "n_ref": 49511 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9691707546994288, + "FN": 1197, + "FP": 3774, + "IoU": 0.9401855439373338, + "TN": 442589, + "TP": 78136, + "n_pred": 81910, + "n_ref": 79333 + }, + "7": { + "Dice": 0.7842559605371334, + "FN": 5694, + "FP": 604, + "IoU": 0.6450831220061989, + "TN": 507951, + "TP": 11447, + "n_pred": 12051, + "n_ref": 17141 + }, + "8": { + "Dice": 0.7106134792626728, + "FN": 8004, + "FP": 34, + "IoU": 0.5511252582788854, + "TN": 507789, + "TP": 9869, + "n_pred": 9903, + "n_ref": 17873 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 74, + "IoU": 0.0, + "TN": 700854, + "TP": 0, + "n_pred": 74, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8909223600741032, + "FN": 643, + "FP": 1300, + "IoU": 0.8033002632111763, + "TN": 691050, + "TP": 7935, + "n_pred": 9235, + "n_ref": 8578 + }, + "6": { + "Dice": 0.11408730158730158, + "FN": 85, + "FP": 1701, + "IoU": 0.060494476591267755, + "TN": 699027, + "TP": 115, + "n_pred": 1816, + "n_ref": 200 + }, + "7": { + "Dice": 0.8219456135637743, + "FN": 2135, + "FP": 3830, + "IoU": 0.6977144884204125, + "TN": 681195, + "TP": 13768, + "n_pred": 17598, + "n_ref": 15903 + }, + "8": { + "Dice": 0.9553110006975982, + "FN": 1234, + "FP": 1905, + "IoU": 0.9144453529572091, + "TN": 664238, + "TP": 33551, + "n_pred": 35456, + "n_ref": 34785 + }, + "9": { + "Dice": 0.8630846946139211, + "FN": 2026, + "FP": 61, + "IoU": 0.7591459896133872, + "TN": 692263, + "TP": 6578, + "n_pred": 6639, + "n_ref": 8604 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.48467966573816157, + "FN": 740, + "FP": 0, + "IoU": 0.31985294117647056, + "TN": 524608, + "TP": 348, + "n_pred": 348, + "n_ref": 1088 + }, + "10": { + "Dice": 0.6441021857419533, + "FN": 613, + "FP": 3246, + "IoU": 0.4750374098762073, + "TN": 518345, + "TP": 3492, + "n_pred": 6738, + "n_ref": 4105 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7655786350148368, + "FN": 309, + "FP": 1113, + "IoU": 0.6201923076923077, + "TN": 521952, + "TP": 2322, + "n_pred": 3435, + "n_ref": 2631 + }, + "13": { + "Dice": 0.6139705882352942, + "FN": 1645, + "FP": 455, + "IoU": 0.44297082228116713, + "TN": 521926, + "TP": 1670, + "n_pred": 2125, + "n_ref": 3315 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 411, + "IoU": 0.0, + "TN": 525285, + "TP": 0, + "n_pred": 411, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9639841212558643, + "FN": 433, + "FP": 66, + "IoU": 0.9304723422042637, + "TN": 518519, + "TP": 6678, + "n_pred": 6744, + "n_ref": 7111 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.08829174664107485, + "FN": 3, + "FP": 472, + "IoU": 0.04618473895582329, + "TN": 525198, + "TP": 23, + "n_pred": 495, + "n_ref": 26 + }, + "7": { + "Dice": 0.5111111111111111, + "FN": 44, + "FP": 0, + "IoU": 0.34328358208955223, + "TN": 525629, + "TP": 23, + "n_pred": 23, + "n_ref": 67 + }, + "8": { + "Dice": 0.9562837997974706, + "FN": 1581, + "FP": 448, + "IoU": 0.9162297180132942, + "TN": 501475, + "TP": 22192, + "n_pred": 22640, + "n_ref": 23773 + }, + "9": { + "Dice": 0.927981220657277, + "FN": 887, + "FP": 647, + "IoU": 0.8656389594464395, + "TN": 514279, + "TP": 9883, + "n_pred": 10530, + "n_ref": 10770 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0400.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.6965912926088423, + "FN": 625, + "FP": 274, + "IoU": 0.5344381149663386, + "TN": 698997, + "TP": 1032, + "n_pred": 1306, + "n_ref": 1657 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 222, + "IoU": 0.0, + "TN": 700706, + "TP": 0, + "n_pred": 222, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.41379310344827586, + "FN": 50, + "FP": 1, + "IoU": 0.2608695652173913, + "TN": 700859, + "TP": 18, + "n_pred": 19, + "n_ref": 68 + }, + "5": { + "Dice": 0.847457627118644, + "FN": 2, + "FP": 7, + "IoU": 0.7352941176470589, + "TN": 700894, + "TP": 25, + "n_pred": 32, + "n_ref": 27 + }, + "6": { + "Dice": 0.9310890645470795, + "FN": 2267, + "FP": 11882, + "IoU": 0.8710632791426697, + "TN": 591192, + "TP": 95587, + "n_pred": 107469, + "n_ref": 97854 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.891566265060241, + "FN": 22, + "FP": 77, + "IoU": 0.8043478260869565, + "TN": 700422, + "TP": 407, + "n_pred": 484, + "n_ref": 429 + }, + "9": { + "Dice": 0.7696351592892441, + "FN": 9655, + "FP": 1300, + "IoU": 0.6255340967356008, + "TN": 671673, + "TP": 18300, + "n_pred": 19600, + "n_ref": 27955 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.6003270429449911, + "FN": 862.0133333333334, + "FP": 759.7177777777778, + "IoU": 0.5182586171165567, + "TN": 560035.1155555554, + "TP": 4926.62, + "n_pred": 5686.337777777778, + "n_ref": 5788.633333333333 + }, + "mean": { + "1": { + "Dice": 0.387337245400877, + "FN": 831.3666666666667, + "FP": 1191.3666666666666, + "IoU": 0.3563631215329647, + "TN": 560971.1, + "TP": 3589.633333333333, + "n_pred": 4781.0, + "n_ref": 4421.0 + }, + "10": { + "Dice": 0.514974054465791, + "FN": 300.26666666666665, + "FP": 331.0, + "IoU": 0.4263650497354592, + "TN": 564572.3333333334, + "TP": 1379.8666666666666, + "n_pred": 1710.8666666666666, + "n_ref": 1680.1333333333334 + }, + "11": { + "Dice": 0.5596708680870571, + "FN": 194.76666666666668, + "FP": 162.86666666666667, + "IoU": 0.42968264931122596, + "TN": 565914.5666666667, + "TP": 311.26666666666665, + "n_pred": 474.1333333333333, + "n_ref": 506.03333333333336 + }, + "12": { + "Dice": 0.524550509333628, + "FN": 201.03333333333333, + "FP": 73.9, + "IoU": 0.4089735630359028, + "TN": 566146.4333333333, + "TP": 162.1, + "n_pred": 236.0, + "n_ref": 363.1333333333333 + }, + "13": { + "Dice": 0.5079379184673266, + "FN": 979.3333333333334, + "FP": 776.5, + "IoU": 0.37113446744120265, + "TN": 563075.5333333333, + "TP": 1752.1, + "n_pred": 2528.6, + "n_ref": 2731.4333333333334 + }, + "14": { + "Dice": 0.48042981650715433, + "FN": 151.93333333333334, + "FP": 648.1333333333333, + "IoU": 0.4222534272652381, + "TN": 563124.2666666667, + "TP": 2659.133333333333, + "n_pred": 3307.266666666667, + "n_ref": 2811.0666666666666 + }, + "15": { + "Dice": 0.7755052751334153, + "FN": 565.6, + "FP": 209.4, + "IoU": 0.6477693292019181, + "TN": 564059.8333333334, + "TP": 1748.6333333333334, + "n_pred": 1958.0333333333333, + "n_ref": 2314.233333333333 + }, + "2": { + "Dice": 0.6050532008043602, + "FN": 338.6, + "FP": 1160.3666666666666, + "IoU": 0.5777338030441626, + "TN": 560261.1, + "TP": 4823.4, + "n_pred": 5983.766666666666, + "n_ref": 5162.0 + }, + "3": { + "Dice": 0.4477058918787099, + "FN": 1452.4, + "FP": 720.7333333333333, + "IoU": 0.4181629711805944, + "TN": 554744.6666666666, + "TP": 9665.666666666666, + "n_pred": 10386.4, + "n_ref": 11118.066666666668 + }, + "4": { + "Dice": 0.6235839945518149, + "FN": 1635.2333333333333, + "FP": 308.76666666666665, + "IoU": 0.5423056841702707, + "TN": 562321.0, + "TP": 2318.4666666666667, + "n_pred": 2627.233333333333, + "n_ref": 3953.7 + }, + "5": { + "Dice": 0.7588335558101452, + "FN": 512.8333333333334, + "FP": 191.23333333333332, + "IoU": 0.6299160653307504, + "TN": 564739.6333333333, + "TP": 1139.7666666666667, + "n_pred": 1331.0, + "n_ref": 1652.6 + }, + "6": { + "Dice": 0.6524892334120608, + "FN": 2105.8, + "FP": 3351.4666666666667, + "IoU": 0.5941586818934063, + "TN": 532732.6333333333, + "TP": 28393.566666666666, + "n_pred": 31745.033333333333, + "n_ref": 30499.366666666665 + }, + "7": { + "Dice": 0.47636980694189385, + "FN": 3017.4333333333334, + "FP": 1227.9666666666667, + "IoU": 0.39364323387140254, + "TN": 555897.6333333333, + "TP": 6440.433333333333, + "n_pred": 7668.4, + "n_ref": 9457.866666666667 + }, + "8": { + "Dice": 0.9250866838049944, + "FN": 251.86666666666667, + "FP": 442.06666666666666, + "IoU": 0.8638842073695848, + "TN": 560642.5333333333, + "TP": 5247.0, + "n_pred": 5689.066666666667, + "n_ref": 5498.866666666667 + }, + "9": { + "Dice": 0.7653775895756373, + "FN": 391.73333333333335, + "FP": 600.0, + "IoU": 0.6915330023642673, + "TN": 561323.4666666667, + "TP": 4268.266666666666, + "n_pred": 4868.266666666666, + "n_ref": 4660.0 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8443357783211084, + "FN": 399, + "FP": 174, + "IoU": 0.7306064880112835, + "TN": 523569, + "TP": 1554, + "n_pred": 1728, + "n_ref": 1953 + }, + "6": { + "Dice": 0.9559580088987765, + "FN": 3136, + "FP": 4466, + "IoU": 0.9156317629432329, + "TN": 435591, + "TP": 82503, + "n_pred": 86969, + "n_ref": 85639 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8807785888077859, + "FN": 176, + "FP": 363, + "IoU": 0.7869565217391304, + "TN": 523166, + "TP": 1991, + "n_pred": 2354, + "n_ref": 2167 + }, + "9": { + "Dice": 0.8551778272001794, + "FN": 4338, + "FP": 3411, + "IoU": 0.746996212615907, + "TN": 495068, + "TP": 22879, + "n_pred": 26290, + "n_ref": 27217 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9626704707560627, + "FN": 2472, + "FP": 799, + "IoU": 0.928027635979581, + "TN": 480248, + "TP": 42177, + "n_pred": 42976, + "n_ref": 44649 + }, + "3": { + "Dice": 0.9627600444656186, + "FN": 3180, + "FP": 1510, + "IoU": 0.9281941361096226, + "TN": 460381, + "TP": 60625, + "n_pred": 62135, + "n_ref": 63805 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6534653465346535, + "FN": 69, + "FP": 36, + "IoU": 0.4852941176470588, + "TN": 525492, + "TP": 99, + "n_pred": 135, + "n_ref": 168 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7165354330708661, + "FN": 32, + "FP": 184, + "IoU": 0.558282208588957, + "TN": 525207, + "TP": 273, + "n_pred": 457, + "n_ref": 305 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4724, + "IoU": 0.0, + "TN": 520972, + "TP": 0, + "n_pred": 4724, + "n_ref": 0 + }, + "10": { + "Dice": 0.8853247794707297, + "FN": 714, + "FP": 859, + "IoU": 0.7942446043165468, + "TN": 518051, + "TP": 6072, + "n_pred": 6931, + "n_ref": 6786 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 44, + "IoU": 0.0, + "TN": 525652, + "TP": 0, + "n_pred": 44, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1796, + "IoU": 0.0, + "TN": 523900, + "TP": 0, + "n_pred": 1796, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8415017961787489, + "FN": 8345, + "FP": 6612, + "IoU": 0.7263729830595295, + "TN": 471034, + "TP": 39705, + "n_pred": 46317, + "n_ref": 48050 + }, + "7": { + "Dice": 0.9212580060639768, + "FN": 20867, + "FP": 1078, + "IoU": 0.8540114422565194, + "TN": 375376, + "TP": 128375, + "n_pred": 129453, + "n_ref": 149242 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 15, + "FP": 0, + "IoU": 0.0, + "TN": 700913, + "TP": 0, + "n_pred": 0, + "n_ref": 15 + }, + "10": { + "Dice": 0.0, + "FN": 150, + "FP": 438, + "IoU": 0.0, + "TN": 700340, + "TP": 0, + "n_pred": 438, + "n_ref": 150 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 2003, + "IoU": 0.0, + "TN": 698925, + "TP": 0, + "n_pred": 2003, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2705, + "FP": 0, + "IoU": 0.0, + "TN": 698223, + "TP": 0, + "n_pred": 0, + "n_ref": 2705 + }, + "13": { + "Dice": 0.37029501525940994, + "FN": 2999, + "FP": 5667, + "IoU": 0.2272159800249688, + "TN": 689714, + "TP": 2548, + "n_pred": 8215, + "n_ref": 5547 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8813535244481063, + "FN": 5819, + "FP": 2533, + "IoU": 0.7878749396794757, + "TN": 661555, + "TP": 31021, + "n_pred": 33554, + "n_ref": 36840 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2531, + "IoU": 0.0, + "TN": 698397, + "TP": 0, + "n_pred": 2531, + "n_ref": 0 + }, + "4": { + "Dice": 0.6161004111664142, + "FN": 6665, + "FP": 431, + "IoU": 0.44519155590304926, + "TN": 688138, + "TP": 5694, + "n_pred": 6125, + "n_ref": 12359 + }, + "5": { + "Dice": 0.6285360824742268, + "FN": 6512, + "FP": 2496, + "IoU": 0.4582957483913645, + "TN": 684299, + "TP": 7621, + "n_pred": 10117, + "n_ref": 14133 + }, + "6": { + "Dice": 0.8389536246085678, + "FN": 974, + "FP": 14146, + "IoU": 0.7225840779406638, + "TN": 646425, + "TP": 39383, + "n_pred": 53529, + "n_ref": 40357 + }, + "7": { + "Dice": 0.5201085318058487, + "FN": 1693, + "FP": 6266, + "IoU": 0.35145045632333766, + "TN": 688656, + "TP": 4313, + "n_pred": 10579, + "n_ref": 6006 + }, + "8": { + "Dice": 0.9187686906774152, + "FN": 1674, + "FP": 3324, + "IoU": 0.8497429576406217, + "TN": 667665, + "TP": 28265, + "n_pred": 31589, + "n_ref": 29939 + }, + "9": { + "Dice": 0.8556675153297235, + "FN": 2043, + "FP": 1982, + "IoU": 0.747743795437453, + "TN": 684972, + "TP": 11931, + "n_pred": 13913, + "n_ref": 13974 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.6731728475384949, + "FN": 502, + "FP": 1005, + "IoU": 0.507355344883949, + "TN": 522637, + "TP": 1552, + "n_pred": 2557, + "n_ref": 2054 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9296344802952733, + "FN": 27, + "FP": 564, + "IoU": 0.8685205784204671, + "TN": 521201, + "TP": 3904, + "n_pred": 4468, + "n_ref": 3931 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9739832140284862, + "FN": 2311, + "FP": 1229, + "IoU": 0.9492858473131527, + "TN": 455893, + "TP": 66263, + "n_pred": 67492, + "n_ref": 68574 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8689588377723971, + "FN": 756, + "FP": 1950, + "IoU": 0.7682822401096078, + "TN": 514018, + "TP": 8972, + "n_pred": 10922, + "n_ref": 9728 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3076, + "IoU": 0.0, + "TN": 522620, + "TP": 0, + "n_pred": 3076, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 107, + "IoU": 0.0, + "TN": 525589, + "TP": 0, + "n_pred": 107, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 737, + "IoU": 0.0, + "TN": 524959, + "TP": 0, + "n_pred": 737, + "n_ref": 0 + }, + "7": { + "Dice": 0.1261610235385594, + "FN": 61252, + "FP": 559, + "IoU": 0.06732756929669699, + "TN": 459423, + "TP": 4462, + "n_pred": 5021, + "n_ref": 65714 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 525695, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.575, + "FN": 141, + "FP": 29, + "IoU": 0.40350877192982454, + "TN": 700643, + "TP": 115, + "n_pred": 144, + "n_ref": 256 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3177151390703752, + "FN": 3566, + "FP": 89, + "IoU": 0.18885929871282733, + "TN": 696422, + "TP": 851, + "n_pred": 940, + "n_ref": 4417 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.914435069699193, + "FN": 909, + "FP": 2823, + "IoU": 0.8423587057531469, + "TN": 677254, + "TP": 19942, + "n_pred": 22765, + "n_ref": 20851 + }, + "5": { + "Dice": 0.8875909785245755, + "FN": 495, + "FP": 756, + "IoU": 0.7978998384491115, + "TN": 694738, + "TP": 4939, + "n_pred": 5695, + "n_ref": 5434 + }, + "6": { + "Dice": 0.9473568861225563, + "FN": 6361, + "FP": 845, + "IoU": 0.899979179679367, + "TN": 628883, + "TP": 64839, + "n_pred": 65684, + "n_ref": 71200 + }, + "7": { + "Dice": 0.895941675582871, + "FN": 3338, + "FP": 5026, + "IoU": 0.8114985012733542, + "TN": 656557, + "TP": 36007, + "n_pred": 41033, + "n_ref": 39345 + }, + "8": { + "Dice": 0.9576754602177495, + "FN": 1689, + "FP": 1316, + "IoU": 0.9187881736122372, + "TN": 663926, + "TP": 33997, + "n_pred": 35313, + "n_ref": 35686 + }, + "9": { + "Dice": 0.24187841749758765, + "FN": 9, + "FP": 2348, + "IoU": 0.1375777533845591, + "TN": 698195, + "TP": 376, + "n_pred": 2724, + "n_ref": 385 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.976833261259035, + "FN": 744, + "FP": 6, + "IoU": 0.9547156140562734, + "TN": 509134, + "TP": 15812, + "n_pred": 15818, + "n_ref": 16556 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8245614035087719, + "FN": 12, + "FP": 8, + "IoU": 0.7014925373134329, + "TN": 525629, + "TP": 47, + "n_pred": 55, + "n_ref": 59 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9750931743158343, + "FN": 2868, + "FP": 1810, + "IoU": 0.9513968976301053, + "TN": 429447, + "TP": 91571, + "n_pred": 93381, + "n_ref": 94439 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 21655, + "IoU": 0.0, + "TN": 504041, + "TP": 0, + "n_pred": 21655, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1312, + "IoU": 0.0, + "TN": 524384, + "TP": 0, + "n_pred": 1312, + "n_ref": 0 + }, + "11": { + "Dice": 0.7781899109792285, + "FN": 745, + "FP": 451, + "IoU": 0.6369156041287188, + "TN": 522402, + "TP": 2098, + "n_pred": 2549, + "n_ref": 2843 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6142364377547821, + "FN": 3480, + "FP": 2671, + "IoU": 0.44324764663287475, + "TN": 514648, + "TP": 4897, + "n_pred": 7568, + "n_ref": 8377 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9674187949417308, + "FN": 311, + "FP": 346, + "IoU": 0.9368936701565652, + "TN": 515285, + "TP": 9754, + "n_pred": 10100, + "n_ref": 10065 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5083, + "IoU": 0.0, + "TN": 520613, + "TP": 0, + "n_pred": 5083, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 9484, + "FP": 300, + "IoU": 0.0, + "TN": 515912, + "TP": 0, + "n_pred": 300, + "n_ref": 9484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8300350243881476, + "FN": 28322, + "FP": 3318, + "IoU": 0.7094528825139121, + "TN": 416798, + "TP": 77258, + "n_pred": 80576, + "n_ref": 105580 + }, + "7": { + "Dice": 0.0019709981697874136, + "FN": 23, + "FP": 7066, + "IoU": 0.0009864712514092446, + "TN": 518600, + "TP": 7, + "n_pred": 7073, + "n_ref": 30 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9742137801272287, + "FN": 754, + "FP": 685, + "IoU": 0.9497239885402837, + "TN": 497074, + "TP": 27183, + "n_pred": 27868, + "n_ref": 27937 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5395948434622467, + "FN": 3443, + "FP": 57, + "IoU": 0.3694829760403531, + "TN": 520145, + "TP": 2051, + "n_pred": 2108, + "n_ref": 5494 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8255939524838013, + "FN": 479, + "FP": 167, + "IoU": 0.7029885057471265, + "TN": 523521, + "TP": 1529, + "n_pred": 1696, + "n_ref": 2008 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9801998844888632, + "FN": 1360, + "FP": 1794, + "IoU": 0.96116863450008, + "TN": 444473, + "TP": 78069, + "n_pred": 79863, + "n_ref": 79429 + }, + "7": { + "Dice": 0.043633627985706226, + "FN": 16, + "FP": 10154, + "IoU": 0.022303403191693907, + "TN": 515294, + "TP": 232, + "n_pred": 10386, + "n_ref": 248 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7821923390383048, + "FN": 1001, + "FP": 1137, + "IoU": 0.6422954659528192, + "TN": 519719, + "TP": 3839, + "n_pred": 4976, + "n_ref": 4840 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6982227618942488, + "FN": 10630, + "FP": 3039, + "IoU": 0.5363611695271692, + "TN": 496214, + "TP": 15813, + "n_pred": 18852, + "n_ref": 26443 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 28298, + "IoU": 0.0, + "TN": 497398, + "TP": 0, + "n_pred": 28298, + "n_ref": 0 + }, + "3": { + "Dice": 0.6105270398862686, + "FN": 32753, + "FP": 1218, + "IoU": 0.4393946895060812, + "TN": 465099, + "TP": 26626, + "n_pred": 27844, + "n_ref": 59379 + }, + "4": { + "Dice": 0.8586466165413534, + "FN": 1937, + "FP": 3703, + "IoU": 0.7523056653491436, + "TN": 502926, + "TP": 17130, + "n_pred": 20833, + "n_ref": 19067 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9534719570474769, + "FN": 606, + "FP": 7436, + "IoU": 0.911081134870967, + "TN": 435254, + "TP": 82400, + "n_pred": 89836, + "n_ref": 83006 + }, + "7": { + "Dice": 0.8333688623605485, + "FN": 1646, + "FP": 699, + "IoU": 0.7143379217931538, + "TN": 517487, + "TP": 5864, + "n_pred": 6563, + "n_ref": 7510 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 525693, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8115803249385554, + "FN": 23564, + "FP": 48, + "IoU": 0.6829071766222604, + "TN": 451232, + "TP": 50852, + "n_pred": 50900, + "n_ref": 74416 + }, + "10": { + "Dice": 0.7367737747484583, + "FN": 2380, + "FP": 1675, + "IoU": 0.5832476875642343, + "TN": 515966, + "TP": 5675, + "n_pred": 7350, + "n_ref": 8055 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6294542174109157, + "FN": 2381, + "FP": 905, + "IoU": 0.45927266743458944, + "TN": 519619, + "TP": 2791, + "n_pred": 3696, + "n_ref": 5172 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 256, + "IoU": 0.0, + "TN": 525440, + "TP": 0, + "n_pred": 256, + "n_ref": 0 + }, + "3": { + "Dice": 0.9541336940370346, + "FN": 4544, + "FP": 4747, + "IoU": 0.9122903076589036, + "TN": 419767, + "TP": 96638, + "n_pred": 101385, + "n_ref": 101182 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 15714, + "IoU": 0.0, + "TN": 509982, + "TP": 0, + "n_pred": 15714, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1565, + "IoU": 0.0, + "TN": 524131, + "TP": 0, + "n_pred": 1565, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 140, + "IoU": 0.0, + "TN": 525556, + "TP": 0, + "n_pred": 140, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.5823891870403498, + "FN": 1362, + "FP": 739, + "IoU": 0.4108244531688166, + "TN": 522130, + "TP": 1465, + "n_pred": 2204, + "n_ref": 2827 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.46557377049180326, + "FN": 319, + "FP": 7, + "IoU": 0.3034188034188034, + "TN": 525228, + "TP": 142, + "n_pred": 149, + "n_ref": 461 + }, + "14": { + "Dice": 0.8490699830906017, + "FN": 42, + "FP": 2725, + "IoU": 0.7377251184834123, + "TN": 515146, + "TP": 7783, + "n_pred": 10508, + "n_ref": 7825 + }, + "15": { + "Dice": 0.8682510664229128, + "FN": 4237, + "FP": 1168, + "IoU": 0.7671763945724747, + "TN": 502481, + "TP": 17810, + "n_pred": 18978, + "n_ref": 22047 + }, + "2": { + "Dice": 0.972096341054045, + "FN": 843, + "FP": 487, + "IoU": 0.9457076376699187, + "TN": 501199, + "TP": 23167, + "n_pred": 23654, + "n_ref": 24010 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9795774588823376, + "FN": 1034, + "FP": 1401, + "IoU": 0.9599723834103201, + "TN": 464863, + "TP": 58398, + "n_pred": 59799, + "n_ref": 59432 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9482097886784189, + "FN": 171, + "FP": 302, + "IoU": 0.9015198834062045, + "TN": 520893, + "TP": 4330, + "n_pred": 4632, + "n_ref": 4501 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 36, + "IoU": 0.0, + "TN": 700892, + "TP": 0, + "n_pred": 36, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7444968553459119, + "FN": 94, + "FP": 1206, + "IoU": 0.5929868503443957, + "TN": 697734, + "TP": 1894, + "n_pred": 3100, + "n_ref": 1988 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 394, + "IoU": 0.0, + "TN": 700534, + "TP": 0, + "n_pred": 394, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 25322, + "FP": 0, + "IoU": 0.0, + "TN": 675606, + "TP": 0, + "n_pred": 0, + "n_ref": 25322 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9613127604362948, + "FN": 2807, + "FP": 786, + "IoU": 0.9255074326705782, + "TN": 652695, + "TP": 44640, + "n_pred": 45426, + "n_ref": 47447 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9061056952283222, + "FN": 1732, + "FP": 1745, + "IoU": 0.8283302063789869, + "TN": 680674, + "TP": 16777, + "n_pred": 18522, + "n_ref": 18509 + }, + "15": { + "Dice": 0.9061919291564385, + "FN": 1914, + "FP": 2175, + "IoU": 0.8284743487562398, + "TN": 677089, + "TP": 19750, + "n_pred": 21925, + "n_ref": 21664 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 700924, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8009478672985783, + "FN": 382, + "FP": 626, + "IoU": 0.6679841897233202, + "TN": 697892, + "TP": 2028, + "n_pred": 2654, + "n_ref": 2410 + }, + "11": { + "Dice": 0.8022535211267605, + "FN": 1032, + "FP": 372, + "IoU": 0.6698024459078081, + "TN": 696676, + "TP": 2848, + "n_pred": 3220, + "n_ref": 3880 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8979143179255918, + "FN": 1203, + "FP": 2419, + "IoU": 0.814740933967572, + "TN": 681377, + "TP": 15929, + "n_pred": 18348, + "n_ref": 17132 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9716010326897204, + "FN": 220, + "FP": 561, + "IoU": 0.9447705254225303, + "TN": 686787, + "TP": 13360, + "n_pred": 13921, + "n_ref": 13580 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8615054915617466, + "FN": 2706, + "FP": 396, + "IoU": 0.7567058823529412, + "TN": 688178, + "TP": 9648, + "n_pred": 10044, + "n_ref": 12354 + }, + "5": { + "Dice": 0.8212864721485411, + "FN": 1694, + "FP": 462, + "IoU": 0.6967651195499297, + "TN": 693818, + "TP": 4954, + "n_pred": 5416, + "n_ref": 6648 + }, + "6": { + "Dice": 0.9575626968527245, + "FN": 5878, + "FP": 4874, + "IoU": 0.9185806129171494, + "TN": 568871, + "TP": 121305, + "n_pred": 126179, + "n_ref": 127183 + }, + "7": { + "Dice": 0.0, + "FN": 1, + "FP": 0, + "IoU": 0.0, + "TN": 700927, + "TP": 0, + "n_pred": 0, + "n_ref": 1 + }, + "8": { + "Dice": 0.8679245283018868, + "FN": 261, + "FP": 1048, + "IoU": 0.7666666666666667, + "TN": 695318, + "TP": 4301, + "n_pred": 5349, + "n_ref": 4562 + }, + "9": { + "Dice": 0.8833027004100099, + "FN": 2979, + "FP": 5275, + "IoU": 0.7909956446875317, + "TN": 661436, + "TP": 31238, + "n_pred": 36513, + "n_ref": 34217 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9229471316085489, + "FN": 618, + "FP": 6232, + "IoU": 0.8569190600522193, + "TN": 477821, + "TP": 41025, + "n_pred": 47257, + "n_ref": 41643 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5855495947951147, + "FN": 3298, + "FP": 333, + "IoU": 0.4139767591994835, + "TN": 519500, + "TP": 2565, + "n_pred": 2898, + "n_ref": 5863 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 591, + "IoU": 0.0, + "TN": 525105, + "TP": 0, + "n_pred": 591, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9712892096601499, + "FN": 1321, + "FP": 127, + "IoU": 0.9441810261747813, + "TN": 499755, + "TP": 24493, + "n_pred": 24620, + "n_ref": 25814 + }, + "9": { + "Dice": 0.9481413492427719, + "FN": 161, + "FP": 65, + "IoU": 0.9013961605584643, + "TN": 523404, + "TP": 2066, + "n_pred": 2131, + "n_ref": 2227 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.046511627906976744, + "FN": 4, + "FP": 242, + "IoU": 0.023809523809523808, + "TN": 525444, + "TP": 6, + "n_pred": 248, + "n_ref": 10 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9123904149620106, + "FN": 1555, + "FP": 1443, + "IoU": 0.8388951582567575, + "TN": 507087, + "TP": 15611, + "n_pred": 17054, + "n_ref": 17166 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9598853245878852, + "FN": 1004, + "FP": 2690, + "IoU": 0.9228648987262477, + "TN": 477806, + "TP": 44196, + "n_pred": 46886, + "n_ref": 45200 + }, + "7": { + "Dice": 0.9225203497135966, + "FN": 130, + "FP": 898, + "IoU": 0.8561835478455512, + "TN": 518548, + "TP": 6120, + "n_pred": 7018, + "n_ref": 6250 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6157467957101752, + "FN": 1706, + "FP": 1232, + "IoU": 0.444822373393802, + "TN": 520404, + "TP": 2354, + "n_pred": 3586, + "n_ref": 4060 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.848340513975189, + "FN": 1247, + "FP": 5758, + "IoU": 0.7366244313268414, + "TN": 499099, + "TP": 19592, + "n_pred": 25350, + "n_ref": 20839 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.5220197418375095, + "FN": 2202, + "FP": 316, + "IoU": 0.3531980477780632, + "TN": 521803, + "TP": 1375, + "n_pred": 1691, + "n_ref": 3577 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.29177057356608477, + "FN": 4, + "FP": 2836, + "IoU": 0.1708029197080292, + "TN": 522271, + "TP": 585, + "n_pred": 3421, + "n_ref": 589 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1670, + "IoU": 0.0, + "TN": 524026, + "TP": 0, + "n_pred": 1670, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9708105646630237, + "FN": 466, + "FP": 816, + "IoU": 0.9432768461572497, + "TN": 503095, + "TP": 21319, + "n_pred": 22135, + "n_ref": 21785 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2002, + "IoU": 0.0, + "TN": 523694, + "TP": 0, + "n_pred": 2002, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7552033020110652, + "FN": 261, + "FP": 33189, + "IoU": 0.6066880665984691, + "TN": 440649, + "TP": 51597, + "n_pred": 84786, + "n_ref": 51858 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9445424398504199, + "FN": 380, + "FP": 1192, + "IoU": 0.8949127615482318, + "TN": 510737, + "TP": 13387, + "n_pred": 14579, + "n_ref": 13767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9424467265454315, + "FN": 2759, + "FP": 2694, + "IoU": 0.8911576846307385, + "TN": 475596, + "TP": 44647, + "n_pred": 47341, + "n_ref": 47406 + }, + "15": { + "Dice": 0.6302491519475962, + "FN": 3118, + "FP": 43, + "IoU": 0.4601195559350982, + "TN": 519841, + "TP": 2694, + "n_pred": 2737, + "n_ref": 5812 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7146007940008823, + "FN": 641, + "FP": 6, + "IoU": 0.5559368565545642, + "TN": 524239, + "TP": 810, + "n_pred": 816, + "n_ref": 1451 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8545277296360485, + "FN": 4240, + "FP": 3818, + "IoU": 0.7460047281323877, + "TN": 493971, + "TP": 23667, + "n_pred": 27485, + "n_ref": 27907 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6441864164148242, + "FN": 933, + "FP": 1304, + "IoU": 0.4751290473955889, + "TN": 521434, + "TP": 2025, + "n_pred": 3329, + "n_ref": 2958 + }, + "13": { + "Dice": 0.4463955637707948, + "FN": 1196, + "FP": 2, + "IoU": 0.2873289708506841, + "TN": 524015, + "TP": 483, + "n_pred": 485, + "n_ref": 1679 + }, + "14": { + "Dice": 0.6653863106857251, + "FN": 25, + "FP": 10603, + "IoU": 0.4985609813635291, + "TN": 504501, + "TP": 10567, + "n_pred": 21170, + "n_ref": 10592 + }, + "15": { + "Dice": 0.6973289530067134, + "FN": 7699, + "FP": 2896, + "IoU": 0.5353070175438597, + "TN": 502896, + "TP": 12205, + "n_pred": 15101, + "n_ref": 19904 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9745449660823426, + "FN": 227, + "FP": 531, + "IoU": 0.9503536809012313, + "TN": 510428, + "TP": 14510, + "n_pred": 15041, + "n_ref": 14737 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 659, + "IoU": 0.0, + "TN": 525037, + "TP": 0, + "n_pred": 659, + "n_ref": 0 + }, + "7": { + "Dice": 0.7618332832983088, + "FN": 1453, + "FP": 3307, + "IoU": 0.6152913602198335, + "TN": 513323, + "TP": 7613, + "n_pred": 10920, + "n_ref": 9066 + }, + "8": { + "Dice": 0.9499876410974706, + "FN": 416, + "FP": 191, + "IoU": 0.9047394852479598, + "TN": 519324, + "TP": 5765, + "n_pred": 5956, + "n_ref": 6181 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6625281151596941, + "FN": 2442, + "FP": 5060, + "IoU": 0.49535853625723125, + "TN": 861294, + "TP": 7364, + "n_pred": 12424, + "n_ref": 9806 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 876154, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9154518950437318, + "FN": 51, + "FP": 7, + "IoU": 0.8440860215053764, + "TN": 875788, + "TP": 314, + "n_pred": 321, + "n_ref": 365 + }, + "7": { + "Dice": 0.5551020408163265, + "FN": 26, + "FP": 192, + "IoU": 0.384180790960452, + "TN": 875806, + "TP": 136, + "n_pred": 328, + "n_ref": 162 + }, + "8": { + "Dice": 0.9523316062176166, + "FN": 96, + "FP": 272, + "IoU": 0.9090009891196835, + "TN": 872116, + "TP": 3676, + "n_pred": 3948, + "n_ref": 3772 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9287891886972744, + "FN": 1281, + "FP": 284, + "IoU": 0.8670461303202787, + "TN": 513925, + "TP": 10206, + "n_pred": 10490, + "n_ref": 11487 + }, + "6": { + "Dice": 0.7887323943661971, + "FN": 14, + "FP": 1, + "IoU": 0.6511627906976745, + "TN": 525653, + "TP": 28, + "n_pred": 29, + "n_ref": 42 + }, + "7": { + "Dice": 0.610909090909091, + "FN": 78, + "FP": 29, + "IoU": 0.4397905759162304, + "TN": 525505, + "TP": 84, + "n_pred": 113, + "n_ref": 162 + }, + "8": { + "Dice": 0.9786839152896855, + "FN": 676, + "FP": 863, + "IoU": 0.95825761479834, + "TN": 488827, + "TP": 35330, + "n_pred": 36193, + "n_ref": 36006 + }, + "9": { + "Dice": 0.9479029857280449, + "FN": 129, + "FP": 466, + "IoU": 0.900965379494008, + "TN": 519688, + "TP": 5413, + "n_pred": 5879, + "n_ref": 5542 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0402.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.6772996545997315, + "FN": 827.1155555555556, + "FP": 522.3555555555556, + "IoU": 0.604719024498982, + "TN": 570681.0666666668, + "TP": 6235.062222222221, + "n_pred": 6757.417777777778, + "n_ref": 7062.177777777776 + }, + "mean": { + "1": { + "Dice": 0.8388801859008218, + "FN": 835.1666666666666, + "FP": 438.26666666666665, + "IoU": 0.7832285809889923, + "TN": 565325.8, + "TP": 11666.366666666667, + "n_pred": 12104.633333333333, + "n_ref": 12501.533333333333 + }, + "10": { + "Dice": 0.7443923878919624, + "FN": 1408.8666666666666, + "FP": 689.0333333333333, + "IoU": 0.6256064318534074, + "TN": 571067.8666666667, + "TP": 5099.833333333333, + "n_pred": 5788.866666666667, + "n_ref": 6508.7 + }, + "11": { + "Dice": 0.40226030184710304, + "FN": 54.4, + "FP": 31.1, + "IoU": 0.31428035951758615, + "TN": 578105.1666666666, + "TP": 74.93333333333334, + "n_pred": 106.03333333333333, + "n_ref": 129.33333333333334 + }, + "12": { + "Dice": 0.5644480071828188, + "FN": 191.16666666666666, + "FP": 82.4, + "IoU": 0.44197845761367366, + "TN": 577687.4666666667, + "TP": 304.56666666666666, + "n_pred": 386.96666666666664, + "n_ref": 495.73333333333335 + }, + "13": { + "Dice": 0.6769049885337283, + "FN": 605.3666666666667, + "FP": 598.1, + "IoU": 0.5891368677576927, + "TN": 573967.0333333333, + "TP": 3095.1, + "n_pred": 3693.2, + "n_ref": 3700.4666666666667 + }, + "14": { + "Dice": 0.6286891722787231, + "FN": 389.5, + "FP": 415.6666666666667, + "IoU": 0.595281483597842, + "TN": 573128.2333333333, + "TP": 4332.2, + "n_pred": 4747.866666666667, + "n_ref": 4721.7 + }, + "15": { + "Dice": 0.48180504421344283, + "FN": 600.0666666666667, + "FP": 117.36666666666666, + "IoU": 0.4258855581775427, + "TN": 575936.2666666667, + "TP": 1611.9, + "n_pred": 1729.2666666666667, + "n_ref": 2211.9666666666667 + }, + "2": { + "Dice": 0.7236436150849468, + "FN": 1610.8, + "FP": 712.3333333333334, + "IoU": 0.6664093570007105, + "TN": 566500.2333333333, + "TP": 9442.233333333334, + "n_pred": 10154.566666666668, + "n_ref": 11053.033333333333 + }, + "3": { + "Dice": 0.6737219328486619, + "FN": 712.1666666666666, + "FP": 1150.1333333333334, + "IoU": 0.6257470605203793, + "TN": 566353.3666666667, + "TP": 10049.933333333332, + "n_pred": 11200.066666666668, + "n_ref": 10762.1 + }, + "4": { + "Dice": 0.45537628006668257, + "FN": 32.46666666666667, + "FP": 88.9, + "IoU": 0.41806504509428805, + "TN": 577634.3333333334, + "TP": 509.9, + "n_pred": 598.8, + "n_ref": 542.3666666666667 + }, + "5": { + "Dice": 0.6348261702892719, + "FN": 247.7, + "FP": 133.1, + "IoU": 0.5452456104915276, + "TN": 576914.4666666667, + "TP": 970.3333333333334, + "n_pred": 1103.4333333333334, + "n_ref": 1218.0333333333333 + }, + "6": { + "Dice": 0.8780296118534113, + "FN": 869.1666666666666, + "FP": 2031.8666666666666, + "IoU": 0.8151779704871815, + "TN": 549402.0666666667, + "TP": 25962.5, + "n_pred": 27994.366666666665, + "n_ref": 26831.666666666668 + }, + "7": { + "Dice": 0.8254693318677145, + "FN": 1261.7666666666667, + "FP": 440.96666666666664, + "IoU": 0.7612800593800123, + "TN": 566467.4333333333, + "TP": 10095.433333333332, + "n_pred": 10536.4, + "n_ref": 11357.2 + }, + "8": { + "Dice": 0.8172555360347183, + "FN": 3329.3, + "FP": 376.3666666666667, + "IoU": 0.7522047485978637, + "TN": 567831.5, + "TP": 6728.433333333333, + "n_pred": 7104.8, + "n_ref": 10057.733333333334 + }, + "9": { + "Dice": 0.8137922531019652, + "FN": 258.8333333333333, + "FP": 529.7333333333333, + "IoU": 0.7112577764060283, + "TN": 573894.7666666667, + "TP": 3582.266666666667, + "n_pred": 4112.0, + "n_ref": 3841.1 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9744189272197674, + "FN": 537, + "FP": 2045, + "IoU": 0.9501139920398779, + "TN": 473938, + "TP": 49176, + "n_pred": 51221, + "n_ref": 49713 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9464355387102168, + "FN": 2792, + "FP": 91, + "IoU": 0.8983176383451487, + "TN": 497343, + "TP": 25470, + "n_pred": 25561, + "n_ref": 28262 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6936085335183418, + "FN": 1903, + "FP": 1630, + "IoU": 0.5309346787041954, + "TN": 518164, + "TP": 3999, + "n_pred": 5629, + "n_ref": 5902 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7782503037667071, + "FN": 721, + "FP": 9, + "IoU": 0.6369965191447041, + "TN": 523685, + "TP": 1281, + "n_pred": 1290, + "n_ref": 2002 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1475, + "IoU": 0.0, + "TN": 524221, + "TP": 0, + "n_pred": 1475, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8498722735311456, + "FN": 924, + "FP": 604, + "IoU": 0.7389372971125918, + "TN": 519843, + "TP": 4325, + "n_pred": 4929, + "n_ref": 5249 + }, + "6": { + "Dice": 0.9955061739760867, + "FN": 227, + "FP": 1335, + "IoU": 0.9910525562079335, + "TN": 351121, + "TP": 173013, + "n_pred": 174348, + "n_ref": 173240 + }, + "7": { + "Dice": 0.8541188922208502, + "FN": 6397, + "FP": 219, + "IoU": 0.7453817733990148, + "TN": 499712, + "TP": 19368, + "n_pred": 19587, + "n_ref": 25765 + }, + "8": { + "Dice": 0.942522490851856, + "FN": 1972, + "FP": 1625, + "IoU": 0.8912931790020853, + "TN": 492607, + "TP": 29492, + "n_pred": 31117, + "n_ref": 31464 + }, + "9": { + "Dice": 0.44501278772378516, + "FN": 155, + "FP": 279, + "IoU": 0.28618421052631576, + "TN": 525088, + "TP": 174, + "n_pred": 453, + "n_ref": 329 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9786711093937072, + "FN": 3016, + "FP": 351, + "IoU": 0.9582330612548688, + "TN": 620314, + "TP": 77247, + "n_pred": 77598, + "n_ref": 80263 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8289669102358462, + "FN": 2272, + "FP": 607, + "IoU": 0.7078936688311688, + "TN": 691072, + "TP": 6977, + "n_pred": 7584, + "n_ref": 9249 + }, + "9": { + "Dice": 0.790353320627474, + "FN": 183, + "FP": 2677, + "IoU": 0.653375348442613, + "TN": 692677, + "TP": 5391, + "n_pred": 8068, + "n_ref": 5574 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 878, + "IoU": 0.0, + "TN": 524818, + "TP": 0, + "n_pred": 878, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 54, + "IoU": 0.0, + "TN": 525642, + "TP": 0, + "n_pred": 54, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.20301998386952236, + "FN": 35562, + "FP": 12, + "IoU": 0.11297843161700537, + "TN": 485591, + "TP": 4531, + "n_pred": 4543, + "n_ref": 40093 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.909271523178808, + "FN": 149, + "FP": 1221, + "IoU": 0.8336369156041287, + "TN": 517461, + "TP": 6865, + "n_pred": 8086, + "n_ref": 7014 + }, + "10": { + "Dice": 0.6518087552198188, + "FN": 4169, + "FP": 3252, + "IoU": 0.48346906104266724, + "TN": 511329, + "TP": 6946, + "n_pred": 10198, + "n_ref": 11115 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5202061296446976, + "FN": 1752, + "FP": 17, + "IoU": 0.35153958944281527, + "TN": 522968, + "TP": 959, + "n_pred": 976, + "n_ref": 2711 + }, + "13": { + "Dice": 0.8615532734274711, + "FN": 2587, + "FP": 1727, + "IoU": 0.7567796132378644, + "TN": 507959, + "TP": 13423, + "n_pred": 15150, + "n_ref": 16010 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8504396311387519, + "FN": 9616, + "FP": 4332, + "IoU": 0.7397955376464443, + "TN": 472092, + "TP": 39656, + "n_pred": 43988, + "n_ref": 49272 + }, + "3": { + "Dice": 0.8482287334340773, + "FN": 1795, + "FP": 9554, + "IoU": 0.7364558902073706, + "TN": 482633, + "TP": 31714, + "n_pred": 41268, + "n_ref": 33509 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.962364339279892, + "FN": 1490, + "FP": 126, + "IoU": 0.9274588140234322, + "TN": 503419, + "TP": 20661, + "n_pred": 20787, + "n_ref": 22151 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8287128712871287, + "FN": 297, + "FP": 395, + "IoU": 0.7075232459847844, + "TN": 523330, + "TP": 1674, + "n_pred": 2069, + "n_ref": 1971 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9742000395989995, + "FN": 4172, + "FP": 2213, + "IoU": 0.9496978721057566, + "TN": 573995, + "TP": 120548, + "n_pred": 122761, + "n_ref": 124720 + }, + "10": { + "Dice": 0.8434933764910387, + "FN": 1981, + "FP": 630, + "IoU": 0.7293459106457966, + "TN": 691281, + "TP": 7036, + "n_pred": 7666, + "n_ref": 9017 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6874059207225288, + "FN": 342, + "FP": 281, + "IoU": 0.5237003058103975, + "TN": 699620, + "TP": 685, + "n_pred": 966, + "n_ref": 1027 + }, + "13": { + "Dice": 0.8754063268056766, + "FN": 2914, + "FP": 3372, + "IoU": 0.7784201064542282, + "TN": 672559, + "TP": 22083, + "n_pred": 25455, + "n_ref": 24997 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9248240957906432, + "FN": 559, + "FP": 1268, + "IoU": 0.8601607347876005, + "TN": 687863, + "TP": 11238, + "n_pred": 12506, + "n_ref": 11797 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9690429087932328, + "FN": 2063, + "FP": 206, + "IoU": 0.9399449473294161, + "TN": 663146, + "TP": 35513, + "n_pred": 35719, + "n_ref": 37576 + }, + "8": { + "Dice": 0.9445278914383384, + "FN": 309, + "FP": 762, + "IoU": 0.8948866424575522, + "TN": 690739, + "TP": 9118, + "n_pred": 9880, + "n_ref": 9427 + }, + "9": { + "Dice": 0.9123790919688711, + "FN": 592, + "FP": 2189, + "IoU": 0.8388760139049826, + "TN": 683668, + "TP": 14479, + "n_pred": 16668, + "n_ref": 15071 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8628663619252487, + "FN": 788, + "FP": 232, + "IoU": 0.7588082288957201, + "TN": 521467, + "TP": 3209, + "n_pred": 3441, + "n_ref": 3997 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9168209673758526, + "FN": 5301, + "FP": 1662, + "IoU": 0.8464168339325496, + "TN": 480359, + "TP": 38374, + "n_pred": 40036, + "n_ref": 43675 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 643, + "IoU": 0.0, + "TN": 525053, + "TP": 0, + "n_pred": 643, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.966866934205541, + "FN": 1760, + "FP": 2525, + "IoU": 0.9358590545759363, + "TN": 458890, + "TP": 62521, + "n_pred": 65046, + "n_ref": 64281 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8640777981845329, + "FN": 5698, + "FP": 4589, + "IoU": 0.7606839595207631, + "TN": 482711, + "TP": 32698, + "n_pred": 37287, + "n_ref": 38396 + }, + "11": { + "Dice": 0.7692307692307693, + "FN": 3, + "FP": 0, + "IoU": 0.625, + "TN": 525688, + "TP": 5, + "n_pred": 5, + "n_ref": 8 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8998978162964084, + "FN": 1500, + "FP": 1145, + "IoU": 0.8180129351864593, + "TN": 511162, + "TP": 11889, + "n_pred": 13034, + "n_ref": 13389 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9107525601333651, + "FN": 974, + "FP": 2024, + "IoU": 0.8361300901885761, + "TN": 507401, + "TP": 15297, + "n_pred": 17321, + "n_ref": 16271 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9714458035697457, + "FN": 2737, + "FP": 1808, + "IoU": 0.9444770211830242, + "TN": 443838, + "TP": 77313, + "n_pred": 79121, + "n_ref": 80050 + }, + "7": { + "Dice": 0.9054565970822922, + "FN": 557, + "FP": 1789, + "IoU": 0.8272459499263622, + "TN": 512116, + "TP": 11234, + "n_pred": 13023, + "n_ref": 11791 + }, + "8": { + "Dice": 0.8522540309312274, + "FN": 294, + "FP": 155, + "IoU": 0.742545871559633, + "TN": 523952, + "TP": 1295, + "n_pred": 1450, + "n_ref": 1589 + }, + "9": { + "Dice": 0.8040452588364875, + "FN": 1169, + "FP": 788, + "IoU": 0.6723040857334226, + "TN": 519724, + "TP": 4015, + "n_pred": 4803, + "n_ref": 5184 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7404075152156655, + "FN": 2499, + "FP": 444, + "IoU": 0.5878151260504202, + "TN": 693788, + "TP": 4197, + "n_pred": 4641, + "n_ref": 6696 + }, + "11": { + "Dice": 0.7927254608868959, + "FN": 276, + "FP": 556, + "IoU": 0.6566240198101527, + "TN": 698505, + "TP": 1591, + "n_pred": 2147, + "n_ref": 1867 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8900617919670443, + "FN": 1565, + "FP": 143, + "IoU": 0.8019021108791464, + "TN": 692306, + "TP": 6914, + "n_pred": 7057, + "n_ref": 8479 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9470201391832215, + "FN": 4674, + "FP": 3076, + "IoU": 0.8993715591565389, + "TN": 623912, + "TP": 69266, + "n_pred": 72342, + "n_ref": 73940 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1642, + "IoU": 0.0, + "TN": 699286, + "TP": 0, + "n_pred": 1642, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8858973436037723, + "FN": 789, + "FP": 796, + "IoU": 0.79516670974412, + "TN": 693190, + "TP": 6153, + "n_pred": 6949, + "n_ref": 6942 + }, + "6": { + "Dice": 0.8873598934635446, + "FN": 2892, + "FP": 13348, + "IoU": 0.7975264312786754, + "TN": 620720, + "TP": 63968, + "n_pred": 77316, + "n_ref": 66860 + }, + "7": { + "Dice": 0.6700520556676937, + "FN": 14337, + "FP": 1192, + "IoU": 0.5038182573409592, + "TN": 669631, + "TP": 15768, + "n_pred": 16960, + "n_ref": 30105 + }, + "8": { + "Dice": 0.9485698048872893, + "FN": 190, + "FP": 896, + "IoU": 0.9021709755877849, + "TN": 689827, + "TP": 10015, + "n_pred": 10911, + "n_ref": 10205 + }, + "9": { + "Dice": 0.7265917602996255, + "FN": 1057, + "FP": 257, + "IoU": 0.5705882352941176, + "TN": 697868, + "TP": 1746, + "n_pred": 2003, + "n_ref": 2803 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9215698746899053, + "FN": 116, + "FP": 1117, + "IoU": 0.8545475993865754, + "TN": 517219, + "TP": 7244, + "n_pred": 8361, + "n_ref": 7360 + }, + "10": { + "Dice": 0.905852772733622, + "FN": 847, + "FP": 501, + "IoU": 0.8279075705349164, + "TN": 517863, + "TP": 6485, + "n_pred": 6986, + "n_ref": 7332 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7418359057676686, + "FN": 1301, + "FP": 288, + "IoU": 0.5896177685950413, + "TN": 521824, + "TP": 2283, + "n_pred": 2571, + "n_ref": 3584 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9718578997654825, + "FN": 176, + "FP": 472, + "IoU": 0.9452563994255301, + "TN": 513859, + "TP": 11189, + "n_pred": 11661, + "n_ref": 11365 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8242264647794602, + "FN": 234, + "FP": 33, + "IoU": 0.7010078387458006, + "TN": 524803, + "TP": 626, + "n_pred": 659, + "n_ref": 860 + }, + "6": { + "Dice": 0.7159763313609467, + "FN": 479, + "FP": 1, + "IoU": 0.5576036866359447, + "TN": 524611, + "TP": 605, + "n_pred": 606, + "n_ref": 1084 + }, + "7": { + "Dice": 0.9527888153053716, + "FN": 2537, + "FP": 671, + "IoU": 0.909834452907614, + "TN": 490117, + "TP": 32371, + "n_pred": 33042, + "n_ref": 34908 + }, + "8": { + "Dice": 0.9685816194885027, + "FN": 302, + "FP": 526, + "IoU": 0.9390773305864175, + "TN": 512105, + "TP": 12763, + "n_pred": 13289, + "n_ref": 13065 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9576890893877106, + "FN": 742, + "FP": 421, + "IoU": 0.9188132635253055, + "TN": 511371, + "TP": 13162, + "n_pred": 13583, + "n_ref": 13904 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.44934527911784977, + "FN": 1353, + "FP": 245, + "IoU": 0.2897777777777778, + "TN": 348214, + "TP": 652, + "n_pred": 897, + "n_ref": 2005 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9757574335265542, + "FN": 2282, + "FP": 817, + "IoU": 0.9526624507377875, + "TN": 284998, + "TP": 62367, + "n_pred": 63184, + "n_ref": 64649 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9761172685019663, + "FN": 209, + "FP": 3131, + "IoU": 0.953348697534744, + "TN": 278869, + "TP": 68255, + "n_pred": 71386, + "n_ref": 68464 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9945792191744093, + "FN": 138, + "FP": 327, + "IoU": 0.9892168912181435, + "TN": 482573, + "TP": 42658, + "n_pred": 42985, + "n_ref": 42796 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7897416943862675, + "FN": 10014, + "FP": 226, + "IoU": 0.6525397848732652, + "TN": 671457, + "TP": 19231, + "n_pred": 19457, + "n_ref": 29245 + }, + "10": { + "Dice": 0.8517399574801388, + "FN": 721, + "FP": 604, + "IoU": 0.7417657376729683, + "TN": 695797, + "TP": 3806, + "n_pred": 4410, + "n_ref": 4527 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 33, + "IoU": 0.0, + "TN": 700895, + "TP": 0, + "n_pred": 33, + "n_ref": 0 + }, + "12": { + "Dice": 0.658974358974359, + "FN": 1720, + "FP": 408, + "IoU": 0.491395793499044, + "TN": 696744, + "TP": 2056, + "n_pred": 2464, + "n_ref": 3776 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 9462, + "IoU": 0.0, + "TN": 691466, + "TP": 0, + "n_pred": 9462, + "n_ref": 0 + }, + "3": { + "Dice": 0.5756373459395576, + "FN": 10023, + "FP": 31, + "IoU": 0.40413678658211344, + "TN": 684055, + "TP": 6819, + "n_pred": 6850, + "n_ref": 16842 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9257101238164603, + "FN": 444, + "FP": 168, + "IoU": 0.8616949152542372, + "TN": 696503, + "TP": 3813, + "n_pred": 3981, + "n_ref": 4257 + }, + "6": { + "Dice": 0.8293570351889391, + "FN": 3743, + "FP": 9389, + "IoU": 0.708462836337803, + "TN": 655884, + "TP": 31912, + "n_pred": 41301, + "n_ref": 35655 + }, + "7": { + "Dice": 0.375, + "FN": 430, + "FP": 0, + "IoU": 0.23076923076923078, + "TN": 700369, + "TP": 129, + "n_pred": 129, + "n_ref": 559 + }, + "8": { + "Dice": 0.9681557079917461, + "FN": 98, + "FP": 473, + "IoU": 0.9382769430331857, + "TN": 691677, + "TP": 8680, + "n_pred": 9153, + "n_ref": 8778 + }, + "9": { + "Dice": 0.8874877897167214, + "FN": 630, + "FP": 3171, + "IoU": 0.7977330779054917, + "TN": 682136, + "TP": 14991, + "n_pred": 18162, + "n_ref": 15621 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.11891891891891893, + "FN": 163, + "FP": 0, + "IoU": 0.06321839080459771, + "TN": 700754, + "TP": 11, + "n_pred": 11, + "n_ref": 174 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1272, + "IoU": 0.0, + "TN": 699656, + "TP": 0, + "n_pred": 1272, + "n_ref": 0 + }, + "3": { + "Dice": 0.9626730964333241, + "FN": 4817, + "FP": 849, + "IoU": 0.9280325161945892, + "TN": 622198, + "TP": 73064, + "n_pred": 73913, + "n_ref": 77881 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7409192632122569, + "FN": 1318, + "FP": 187, + "IoU": 0.5884604867377632, + "TN": 697271, + "TP": 2152, + "n_pred": 2339, + "n_ref": 3470 + }, + "6": { + "Dice": 0.9249314736571108, + "FN": 3536, + "FP": 1421, + "IoU": 0.8603465276799549, + "TN": 665433, + "TP": 30538, + "n_pred": 31959, + "n_ref": 34074 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9240552325581395, + "FN": 48, + "FP": 370, + "IoU": 0.8588314758527524, + "TN": 697967, + "TP": 2543, + "n_pred": 2913, + "n_ref": 2591 + }, + "9": { + "Dice": 0.8541255727854824, + "FN": 2024, + "FP": 2783, + "IoU": 0.7453919491525424, + "TN": 682048, + "TP": 14073, + "n_pred": 16856, + "n_ref": 16097 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9559939301972686, + "FN": 36, + "FP": 22, + "IoU": 0.9156976744186046, + "TN": 700240, + "TP": 630, + "n_pred": 652, + "n_ref": 666 + }, + "10": { + "Dice": 0.8876782678094313, + "FN": 3099, + "FP": 138, + "IoU": 0.7980409283753431, + "TN": 684900, + "TP": 12791, + "n_pred": 12929, + "n_ref": 15890 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6655082536924414, + "FN": 101, + "FP": 669, + "IoU": 0.4986979166666667, + "TN": 699392, + "TP": 766, + "n_pred": 1435, + "n_ref": 867 + }, + "13": { + "Dice": 0.0, + "FN": 12, + "FP": 55, + "IoU": 0.0, + "TN": 700861, + "TP": 0, + "n_pred": 55, + "n_ref": 12 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9782565580016492, + "FN": 1114, + "FP": 969, + "IoU": 0.9574385484563045, + "TN": 651987, + "TP": 46858, + "n_pred": 47827, + "n_ref": 47972 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 237, + "IoU": 0.0, + "TN": 700691, + "TP": 0, + "n_pred": 237, + "n_ref": 0 + }, + "6": { + "Dice": 0.9859391687362946, + "FN": 1909, + "FP": 316, + "IoU": 0.9722682686675059, + "TN": 620695, + "TP": 78008, + "n_pred": 78324, + "n_ref": 79917 + }, + "7": { + "Dice": 0.9649937426168728, + "FN": 296, + "FP": 2697, + "IoU": 0.9323554671608733, + "TN": 656682, + "TP": 41253, + "n_pred": 43950, + "n_ref": 41549 + }, + "8": { + "Dice": 0.7525171334292241, + "FN": 21329, + "FP": 2071, + "IoU": 0.6032284319045035, + "TN": 641952, + "TP": 35576, + "n_pred": 37647, + "n_ref": 56905 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 9606, + "IoU": 0.0, + "TN": 340858, + "TP": 0, + "n_pred": 9606, + "n_ref": 0 + }, + "15": { + "Dice": 0.004945054945054945, + "FN": 10866, + "FP": 0, + "IoU": 0.0024786560176259984, + "TN": 339571, + "TP": 27, + "n_pred": 27, + "n_ref": 10893 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8687008384475754, + "FN": 1113, + "FP": 406, + "IoU": 0.7678789731051344, + "TN": 343920, + "TP": 5025, + "n_pred": 5431, + "n_ref": 6138 + }, + "7": { + "Dice": 0.9321326729701336, + "FN": 98, + "FP": 2163, + "IoU": 0.8728918371936136, + "TN": 332676, + "TP": 15527, + "n_pred": 17690, + "n_ref": 15625 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6384976525821596, + "FN": 77, + "FP": 0, + "IoU": 0.4689655172413793, + "TN": 525551, + "TP": 68, + "n_pred": 68, + "n_ref": 145 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8077455048409405, + "FN": 29, + "FP": 110, + "IoU": 0.6774941995359629, + "TN": 525265, + "TP": 292, + "n_pred": 402, + "n_ref": 321 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8487957460118861, + "FN": 1381, + "FP": 1036, + "IoU": 0.7373111618302358, + "TN": 516495, + "TP": 6784, + "n_pred": 7820, + "n_ref": 8165 + }, + "6": { + "Dice": 0.9208063807071531, + "FN": 594, + "FP": 667, + "IoU": 0.8532355679702048, + "TN": 517104, + "TP": 7331, + "n_pred": 7998, + "n_ref": 7925 + }, + "7": { + "Dice": 0.9294702457037353, + "FN": 712, + "FP": 1771, + "IoU": 0.8682339206113352, + "TN": 506852, + "TP": 16361, + "n_pred": 18132, + "n_ref": 17073 + }, + "8": { + "Dice": 0.9675491660747961, + "FN": 679, + "FP": 646, + "IoU": 0.9371382484106652, + "TN": 504618, + "TP": 19753, + "n_pred": 20399, + "n_ref": 20432 + }, + "9": { + "Dice": 0.8237523689197725, + "FN": 240, + "FP": 39, + "IoU": 0.7003222341568206, + "TN": 524765, + "TP": 652, + "n_pred": 691, + "n_ref": 892 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8464386843824875, + "FN": 2479, + "FP": 1751, + "IoU": 0.7337613293051359, + "TN": 509808, + "TP": 11658, + "n_pred": 13409, + "n_ref": 14137 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7344586249485385, + "FN": 238, + "FP": 407, + "IoU": 0.5803513337670787, + "TN": 524159, + "TP": 892, + "n_pred": 1299, + "n_ref": 1130 + }, + "13": { + "Dice": 0.8659604714082634, + "FN": 2274, + "FP": 649, + "IoU": 0.7636069551152447, + "TN": 513331, + "TP": 9442, + "n_pred": 10091, + "n_ref": 11716 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.872791519434629, + "FN": 26, + "FP": 46, + "IoU": 0.774294670846395, + "TN": 525377, + "TP": 247, + "n_pred": 293, + "n_ref": 273 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8796727860743841, + "FN": 602, + "FP": 663, + "IoU": 0.7851927322125998, + "TN": 519807, + "TP": 4624, + "n_pred": 5287, + "n_ref": 5226 + }, + "6": { + "Dice": 0.9562852707954805, + "FN": 2625, + "FP": 1008, + "IoU": 0.9162324187226193, + "TN": 482326, + "TP": 39737, + "n_pred": 40745, + "n_ref": 42362 + }, + "7": { + "Dice": 0.9479938692813202, + "FN": 1388, + "FP": 1089, + "IoU": 0.9011296052368978, + "TN": 500643, + "TP": 22576, + "n_pred": 23665, + "n_ref": 23964 + }, + "8": { + "Dice": 0.9604297621355191, + "FN": 807, + "FP": 2051, + "IoU": 0.9238719301049492, + "TN": 488154, + "TP": 34684, + "n_pred": 36735, + "n_ref": 35491 + }, + "9": { + "Dice": 0.9588857640283915, + "FN": 178, + "FP": 436, + "IoU": 0.9210187805505531, + "TN": 517922, + "TP": 7160, + "n_pred": 7596, + "n_ref": 7338 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.39316770186335404, + "FN": 1739, + "FP": 215, + "IoU": 0.2446849632779281, + "TN": 523109, + "TP": 633, + "n_pred": 848, + "n_ref": 2372 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.1226454365698824, + "FN": 33553, + "FP": 169, + "IoU": 0.06532886166468028, + "TN": 489617, + "TP": 2357, + "n_pred": 2526, + "n_ref": 35910 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5422710199364346, + "FN": 7233, + "FP": 688, + "IoU": 0.37199714580195037, + "TN": 513083, + "TP": 4692, + "n_pred": 5380, + "n_ref": 11925 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8583730095450715, + "FN": 2349, + "FP": 3868, + "IoU": 0.751885700602626, + "TN": 500639, + "TP": 18840, + "n_pred": 22708, + "n_ref": 21189 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 388, + "IoU": 0.0, + "TN": 525308, + "TP": 0, + "n_pred": 388, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 273, + "FP": 0, + "IoU": 0.0, + "TN": 525423, + "TP": 0, + "n_pred": 0, + "n_ref": 273 + }, + "8": { + "Dice": 0.9527739113143766, + "FN": 590, + "FP": 360, + "IoU": 0.9098072723820374, + "TN": 515163, + "TP": 9583, + "n_pred": 9943, + "n_ref": 10173 + }, + "9": { + "Dice": 0.9696439846519986, + "FN": 575, + "FP": 675, + "IoU": 0.941076647496936, + "TN": 504482, + "TP": 19964, + "n_pred": 20639, + "n_ref": 20539 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.916038244780368, + "FN": 5874, + "FP": 1441, + "IoU": 0.8450835468773163, + "TN": 478477, + "TP": 39904, + "n_pred": 41345, + "n_ref": 45778 + }, + "10": { + "Dice": 0.8677440714128062, + "FN": 2293, + "FP": 3100, + "IoU": 0.7663850985488413, + "TN": 502611, + "TP": 17692, + "n_pred": 20792, + "n_ref": 19985 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.1136724960254372, + "FN": 3992, + "FP": 468, + "IoU": 0.06026127265065318, + "TN": 520950, + "TP": 286, + "n_pred": 754, + "n_ref": 4278 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8192371475953566, + "FN": 3, + "FP": 106, + "IoU": 0.6938202247191011, + "TN": 525340, + "TP": 247, + "n_pred": 353, + "n_ref": 250 + }, + "7": { + "Dice": 0.9525942160179142, + "FN": 739, + "FP": 256, + "IoU": 0.9094796215429404, + "TN": 514704, + "TP": 9997, + "n_pred": 10253, + "n_ref": 10736 + }, + "8": { + "Dice": 0.9222639587445088, + "FN": 1874, + "FP": 568, + "IoU": 0.855741965973535, + "TN": 508768, + "TP": 14486, + "n_pred": 15054, + "n_ref": 16360 + }, + "9": { + "Dice": 0.93140345424677, + "FN": 224, + "FP": 1321, + "IoU": 0.8716137610104704, + "TN": 513662, + "TP": 10489, + "n_pred": 11810, + "n_ref": 10713 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9781874893180653, + "FN": 629, + "FP": 1413, + "IoU": 0.9573062368019403, + "TN": 653099, + "TP": 45787, + "n_pred": 47200, + "n_ref": 46416 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9480071023191469, + "FN": 3976, + "FP": 797, + "IoU": 0.9011535195808396, + "TN": 652641, + "TP": 43514, + "n_pred": 44311, + "n_ref": 47490 + }, + "15": { + "Dice": 0.9341958327658995, + "FN": 3323, + "FP": 1509, + "IoU": 0.8765173391939894, + "TN": 661797, + "TP": 34299, + "n_pred": 35808, + "n_ref": 37622 + }, + "2": { + "Dice": 1.0, + "FN": 0, + "FP": 0, + "IoU": 1.0, + "TN": 700927, + "TP": 1, + "n_pred": 1, + "n_ref": 1 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9491884029224107, + "FN": 306, + "FP": 1231, + "IoU": 0.9032907569370163, + "TN": 685035, + "TP": 14356, + "n_pred": 15587, + "n_ref": 14662 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9585934021623166, + "FN": 3922, + "FP": 1007, + "IoU": 0.9204794785751161, + "TN": 463712, + "TP": 57055, + "n_pred": 58062, + "n_ref": 60977 + }, + "15": { + "Dice": 0.12628865979381443, + "FN": 121, + "FP": 1235, + "IoU": 0.06740027510316368, + "TN": 524242, + "TP": 98, + "n_pred": 1333, + "n_ref": 219 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 99, + "IoU": 0.0, + "TN": 700829, + "TP": 0, + "n_pred": 99, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 700903, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8450707527814577, + "FN": 25717, + "FP": 713, + "IoU": 0.7317078122462238, + "TN": 602416, + "TP": 72082, + "n_pred": 72795, + "n_ref": 97799 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 14939, + "IoU": 0.0, + "TN": 685989, + "TP": 0, + "n_pred": 14939, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.20069819973988637, + "FN": 0, + "FP": 23354, + "IoU": 0.11154226584493647, + "TN": 674642, + "TP": 2932, + "n_pred": 26286, + "n_ref": 2932 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.5064377682403434, + "FN": 115, + "FP": 0, + "IoU": 0.3390804597701149, + "TN": 700754, + "TP": 59, + "n_pred": 59, + "n_ref": 174 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9784409874873182, + "FN": 1276, + "FP": 764, + "IoU": 0.9577919390879749, + "TN": 827828, + "TP": 46292, + "n_pred": 47056, + "n_ref": 47568 + }, + "10": { + "Dice": 0.8633566859579653, + "FN": 7563, + "FP": 3652, + "IoU": 0.7595669417944045, + "TN": 829515, + "TP": 35430, + "n_pred": 39082, + "n_ref": 42993 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 6, + "FP": 14, + "IoU": 0.0, + "TN": 876140, + "TP": 0, + "n_pred": 14, + "n_ref": 6 + }, + "13": { + "Dice": 0.727219711328182, + "FN": 968, + "FP": 6516, + "IoU": 0.5713631156930126, + "TN": 858700, + "TP": 9976, + "n_pred": 16492, + "n_ref": 10944 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9230769230769231, + "FN": 13, + "FP": 27, + "IoU": 0.8571428571428571, + "TN": 875880, + "TP": 240, + "n_pred": 267, + "n_ref": 253 + }, + "3": { + "Dice": 0.9753485924756643, + "FN": 1577, + "FP": 2171, + "IoU": 0.9518833286260816, + "TN": 798266, + "TP": 74146, + "n_pred": 76317, + "n_ref": 75723 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.941979801283886, + "FN": 3381, + "FP": 876, + "IoU": 0.8903230793012831, + "TN": 837346, + "TP": 34557, + "n_pred": 35433, + "n_ref": 37938 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9542597500946611, + "FN": 326, + "FP": 882, + "IoU": 0.9125208197552321, + "TN": 862351, + "TP": 12601, + "n_pred": 13483, + "n_ref": 12927 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.907845439803165, + "FN": 3045, + "FP": 251, + "IoU": 0.8312426399057908, + "TN": 506165, + "TP": 16235, + "n_pred": 16486, + "n_ref": 19280 + }, + "15": { + "Dice": 0.8617906293490026, + "FN": 3692, + "FP": 777, + "IoU": 0.7571459623953918, + "TN": 507294, + "TP": 13933, + "n_pred": 14710, + "n_ref": 17625 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9750909864347497, + "FN": 349, + "FP": 178, + "IoU": 0.9513927319682716, + "TN": 690086, + "TP": 10315, + "n_pred": 10493, + "n_ref": 10664 + }, + "10": { + "Dice": 0.7992079541624536, + "FN": 3444, + "FP": 1322, + "IoU": 0.6655673286085187, + "TN": 686677, + "TP": 9485, + "n_pred": 10807, + "n_ref": 12929 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8283453732370141, + "FN": 246, + "FP": 253, + "IoU": 0.7069876688197299, + "TN": 699225, + "TP": 1204, + "n_pred": 1457, + "n_ref": 1450 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9750453529089145, + "FN": 1278, + "FP": 1088, + "IoU": 0.9513058511185659, + "TN": 652339, + "TP": 46223, + "n_pred": 47311, + "n_ref": 47501 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9030856149500217, + "FN": 363, + "FP": 83, + "IoU": 0.8232963549920761, + "TN": 698404, + "TP": 2078, + "n_pred": 2161, + "n_ref": 2441 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0401.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.6051644111870881, + "FN": 1319.7933333333335, + "FP": 938.6711111111111, + "IoU": 0.531332009952304, + "TN": 605534.1666666665, + "TP": 5519.368888888889, + "n_pred": 6458.04, + "n_ref": 6839.16222222222 + }, + "mean": { + "1": { + "Dice": 0.6439724771716394, + "FN": 251.0, + "FP": 34.46666666666667, + "IoU": 0.6018204625374118, + "TN": 610185.0666666667, + "TP": 2841.4666666666667, + "n_pred": 2875.9333333333334, + "n_ref": 3092.4666666666667 + }, + "10": { + "Dice": 0.7557515246645177, + "FN": 1874.1, + "FP": 851.3, + "IoU": 0.6424171439217474, + "TN": 604845.6666666666, + "TP": 5740.933333333333, + "n_pred": 6592.233333333334, + "n_ref": 7615.033333333334 + }, + "11": { + "Dice": 0.4838316091836731, + "FN": 92.56666666666666, + "FP": 51.5, + "IoU": 0.36146088597967035, + "TN": 613027.5333333333, + "TP": 140.4, + "n_pred": 191.9, + "n_ref": 232.96666666666667 + }, + "12": { + "Dice": 0.33176134715970074, + "FN": 205.23333333333332, + "FP": 54.6, + "IoU": 0.2619403022328696, + "TN": 612854.9333333333, + "TP": 197.23333333333332, + "n_pred": 251.83333333333334, + "n_ref": 402.46666666666664 + }, + "13": { + "Dice": 0.5667003202758875, + "FN": 1044.6, + "FP": 1009.0666666666667, + "IoU": 0.4329932918067937, + "TN": 609259.6666666666, + "TP": 1998.6666666666667, + "n_pred": 3007.733333333333, + "n_ref": 3043.266666666667 + }, + "14": { + "Dice": 0.13041573939261333, + "FN": 1668.7, + "FP": 869.5, + "IoU": 0.11775317053074592, + "TN": 610395.7333333333, + "TP": 378.06666666666666, + "n_pred": 1247.5666666666666, + "n_ref": 2046.7666666666667 + }, + "15": { + "Dice": 0.5574211503469162, + "FN": 318.6333333333333, + "FP": 186.0, + "IoU": 0.5219247410113959, + "TN": 608735.6666666666, + "TP": 4071.7, + "n_pred": 4257.7, + "n_ref": 4390.333333333333 + }, + "2": { + "Dice": 0.6061542386830013, + "FN": 230.6, + "FP": 242.23333333333332, + "IoU": 0.5791207273819823, + "TN": 608003.9, + "TP": 4835.266666666666, + "n_pred": 5077.5, + "n_ref": 5065.866666666667 + }, + "3": { + "Dice": 0.5694669004318852, + "FN": 5168.733333333334, + "FP": 1126.0, + "IoU": 0.5032133181584074, + "TN": 603449.3, + "TP": 3567.9666666666667, + "n_pred": 4693.966666666666, + "n_ref": 8736.7 + }, + "4": { + "Dice": 0.4723930532866771, + "FN": 218.3, + "FP": 220.4, + "IoU": 0.41492535598396657, + "TN": 611048.8, + "TP": 1824.5, + "n_pred": 2044.9, + "n_ref": 2042.8 + }, + "5": { + "Dice": 0.7608974366465892, + "FN": 141.6, + "FP": 277.1666666666667, + "IoU": 0.6473789952553822, + "TN": 611438.9333333333, + "TP": 1454.3, + "n_pred": 1731.4666666666667, + "n_ref": 1595.9 + }, + "6": { + "Dice": 0.8300453383494778, + "FN": 1268.5333333333333, + "FP": 6283.066666666667, + "IoU": 0.7782922475309471, + "TN": 570806.4666666667, + "TP": 34953.933333333334, + "n_pred": 41237.0, + "n_ref": 36222.46666666667 + }, + "7": { + "Dice": 0.6577746008431777, + "FN": 5515.9, + "FP": 1640.4666666666667, + "IoU": 0.5633507457373861, + "TN": 598555.0333333333, + "TP": 7600.6, + "n_pred": 9241.066666666668, + "n_ref": 13116.5 + }, + "8": { + "Dice": 0.9269439318194831, + "FN": 908.7, + "FP": 883.6333333333333, + "IoU": 0.8698837540308192, + "TN": 602773.6666666666, + "TP": 8746.0, + "n_pred": 9629.633333333333, + "n_ref": 9654.7 + }, + "9": { + "Dice": 0.7839364995510824, + "FN": 889.7, + "FP": 350.6666666666667, + "IoU": 0.6735050071850341, + "TN": 607632.1333333333, + "TP": 4439.5, + "n_pred": 4790.166666666667, + "n_ref": 5329.2 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.3791016247212488, + "FN": 1355, + "FP": 594, + "IoU": 0.23388364779874213, + "TN": 523152, + "TP": 595, + "n_pred": 1189, + "n_ref": 1950 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5914221218961625, + "FN": 161, + "FP": 20, + "IoU": 0.4198717948717949, + "TN": 525384, + "TP": 131, + "n_pred": 151, + "n_ref": 292 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9113288718929254, + "FN": 1869, + "FP": 1099, + "IoU": 0.8371020856201976, + "TN": 507476, + "TP": 15252, + "n_pred": 16351, + "n_ref": 17121 + }, + "3": { + "Dice": 0.0, + "FN": 144468, + "FP": 0, + "IoU": 0.0, + "TN": 381228, + "TP": 0, + "n_pred": 0, + "n_ref": 144468 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 613, + "IoU": 0.0, + "TN": 525083, + "TP": 0, + "n_pred": 613, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4174778127683939, + "FN": 1998, + "FP": 144504, + "IoU": 0.2638053457555063, + "TN": 326697, + "TP": 52497, + "n_pred": 197001, + "n_ref": 54495 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9116051111500088, + "FN": 330, + "FP": 175, + "IoU": 0.837568349951753, + "TN": 522587, + "TP": 2604, + "n_pred": 2779, + "n_ref": 2934 + }, + "9": { + "Dice": 0.5749235474006116, + "FN": 245, + "FP": 33, + "IoU": 0.4034334763948498, + "TN": 525230, + "TP": 188, + "n_pred": 221, + "n_ref": 433 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 442, + "IoU": 0.0, + "TN": 700486, + "TP": 0, + "n_pred": 442, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.46120218579234973, + "FN": 468, + "FP": 25, + "IoU": 0.2997159090909091, + "TN": 700224, + "TP": 211, + "n_pred": 236, + "n_ref": 679 + }, + "6": { + "Dice": 0.9635490690202917, + "FN": 1641, + "FP": 4463, + "IoU": 0.9296620227930077, + "TN": 614147, + "TP": 80677, + "n_pred": 85140, + "n_ref": 82318 + }, + "7": { + "Dice": 0.7105517909002904, + "FN": 87, + "FP": 212, + "IoU": 0.551051051051051, + "TN": 700262, + "TP": 367, + "n_pred": 579, + "n_ref": 454 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7584691252144082, + "FN": 4107, + "FP": 399, + "IoU": 0.6109144288058026, + "TN": 689347, + "TP": 7075, + "n_pred": 7474, + "n_ref": 11182 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 525690, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "7": { + "Dice": 0.08323021293692245, + "FN": 113851, + "FP": 241, + "IoU": 0.04342212272891147, + "TN": 406425, + "TP": 5179, + "n_pred": 5420, + "n_ref": 119030 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8996038365304421, + "FN": 957, + "FP": 969, + "IoU": 0.8175272382756987, + "TN": 865605, + "TP": 8629, + "n_pred": 9598, + "n_ref": 9586 + }, + "11": { + "Dice": 0.6962327134000954, + "FN": 1010, + "FP": 264, + "IoU": 0.5340160936356986, + "TN": 873426, + "TP": 1460, + "n_pred": 1724, + "n_ref": 2470 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8391875283006662, + "FN": 1025, + "FP": 3947, + "IoU": 0.7229311786012816, + "TN": 858215, + "TP": 12973, + "n_pred": 16920, + "n_ref": 13998 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9448909299655568, + "FN": 220, + "FP": 164, + "IoU": 0.8955386289445049, + "TN": 872484, + "TP": 3292, + "n_pred": 3456, + "n_ref": 3512 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.88355787737146, + "FN": 1392, + "FP": 1996, + "IoU": 0.7914049993843123, + "TN": 859918, + "TP": 12854, + "n_pred": 14850, + "n_ref": 14246 + }, + "6": { + "Dice": 0.8971139017404715, + "FN": 4096, + "FP": 6645, + "IoU": 0.8134238913304035, + "TN": 818591, + "TP": 46828, + "n_pred": 53473, + "n_ref": 50924 + }, + "7": { + "Dice": 0.8501722692988174, + "FN": 2152, + "FP": 1066, + "IoU": 0.7393909944930354, + "TN": 863812, + "TP": 9130, + "n_pred": 10196, + "n_ref": 11282 + }, + "8": { + "Dice": 0.9463316744260716, + "FN": 3092, + "FP": 3594, + "IoU": 0.8981305136135785, + "TN": 810527, + "TP": 58947, + "n_pred": 62541, + "n_ref": 62039 + }, + "9": { + "Dice": 0.7963916416882987, + "FN": 10510, + "FP": 3687, + "IoU": 0.661670082455555, + "TN": 834198, + "TP": 27765, + "n_pred": 31452, + "n_ref": 38275 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 525690, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9559031154895994, + "FN": 2794, + "FP": 2828, + "IoU": 0.9155310485749057, + "TN": 459139, + "TP": 60935, + "n_pred": 63763, + "n_ref": 63729 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 525689, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9471938775510204, + "FN": 598, + "FP": 644, + "IoU": 0.8996850012115338, + "TN": 513315, + "TP": 11139, + "n_pred": 11783, + "n_ref": 11737 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8427658859128095, + "FN": 711, + "FP": 2095, + "IoU": 0.7282587642843308, + "TN": 690602, + "TP": 7520, + "n_pred": 9615, + "n_ref": 8231 + }, + "11": { + "Dice": 0.7983691623424759, + "FN": 401, + "FP": 687, + "IoU": 0.6644046884639112, + "TN": 697686, + "TP": 2154, + "n_pred": 2841, + "n_ref": 2555 + }, + "12": { + "Dice": 0.8064923354373309, + "FN": 767, + "FP": 306, + "IoU": 0.6757328498035661, + "TN": 697619, + "TP": 2236, + "n_pred": 2542, + "n_ref": 3003 + }, + "13": { + "Dice": 0.7726576311137301, + "FN": 2202, + "FP": 1656, + "IoU": 0.6295371615133474, + "TN": 690514, + "TP": 6556, + "n_pred": 8212, + "n_ref": 8758 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.968704175349232, + "FN": 1101, + "FP": 521, + "IoU": 0.9393077642656689, + "TN": 674203, + "TP": 25103, + "n_pred": 25624, + "n_ref": 26204 + }, + "3": { + "Dice": 0.9454775458570525, + "FN": 643, + "FP": 1512, + "IoU": 0.8965930902111324, + "TN": 680088, + "TP": 18685, + "n_pred": 20197, + "n_ref": 19328 + }, + "4": { + "Dice": 0.7363304981773997, + "FN": 757, + "FP": 111, + "IoU": 0.5826923076923077, + "TN": 698848, + "TP": 1212, + "n_pred": 1323, + "n_ref": 1969 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9610448351896873, + "FN": 942, + "FP": 3192, + "IoU": 0.9250108837614279, + "TN": 645800, + "TP": 50994, + "n_pred": 54186, + "n_ref": 51936 + }, + "7": { + "Dice": 0.9379253675354138, + "FN": 3431, + "FP": 44, + "IoU": 0.8831068353067815, + "TN": 671200, + "TP": 26253, + "n_pred": 26297, + "n_ref": 29684 + }, + "8": { + "Dice": 0.9331059314004169, + "FN": 681, + "FP": 378, + "IoU": 0.8746003552397869, + "TN": 692483, + "TP": 7386, + "n_pred": 7764, + "n_ref": 8067 + }, + "9": { + "Dice": 0.9063978920979253, + "FN": 1568, + "FP": 2091, + "IoU": 0.8288187134502923, + "TN": 679553, + "TP": 17716, + "n_pred": 19807, + "n_ref": 19284 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7874690793263529, + "FN": 11033, + "FP": 1511, + "IoU": 0.6494424726825587, + "TN": 665145, + "TP": 23239, + "n_pred": 24750, + "n_ref": 34272 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.07425990968389362, + "FN": 1783, + "FP": 62, + "IoU": 0.0385617509119333, + "TN": 699009, + "TP": 74, + "n_pred": 136, + "n_ref": 1857 + }, + "13": { + "Dice": 0.3580097087378641, + "FN": 470, + "FP": 588, + "IoU": 0.2180339985218034, + "TN": 699575, + "TP": 295, + "n_pred": 883, + "n_ref": 765 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.6608695652173913, + "FN": 0, + "FP": 39, + "IoU": 0.4935064935064935, + "TN": 700851, + "TP": 38, + "n_pred": 77, + "n_ref": 38 + }, + "4": { + "Dice": 0.8703569880040468, + "FN": 662, + "FP": 2029, + "IoU": 0.7704708290685772, + "TN": 689204, + "TP": 9033, + "n_pred": 11062, + "n_ref": 9695 + }, + "5": { + "Dice": 0.46696472925981125, + "FN": 37, + "FP": 1036, + "IoU": 0.304601425793908, + "TN": 699385, + "TP": 470, + "n_pred": 1506, + "n_ref": 507 + }, + "6": { + "Dice": 0.9337327444206353, + "FN": 2823, + "FP": 6269, + "IoU": 0.8757023527964236, + "TN": 627781, + "TP": 64055, + "n_pred": 70324, + "n_ref": 66878 + }, + "7": { + "Dice": 0.744688181922591, + "FN": 3629, + "FP": 817, + "IoU": 0.5932296431838975, + "TN": 689998, + "TP": 6484, + "n_pred": 7301, + "n_ref": 10113 + }, + "8": { + "Dice": 0.9388710032194205, + "FN": 1168, + "FP": 1889, + "IoU": 0.8847849847359891, + "TN": 674395, + "TP": 23476, + "n_pred": 25365, + "n_ref": 24644 + }, + "9": { + "Dice": 0.3739130434782609, + "FN": 101, + "FP": 43, + "IoU": 0.22994652406417113, + "TN": 700741, + "TP": 43, + "n_pred": 86, + "n_ref": 144 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8321863419798835, + "FN": 156, + "FP": 161, + "IoU": 0.7126019945602902, + "TN": 524593, + "TP": 786, + "n_pred": 947, + "n_ref": 942 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.5454545454545454, + "FN": 5, + "FP": 0, + "IoU": 0.375, + "TN": 700920, + "TP": 3, + "n_pred": 3, + "n_ref": 8 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8217391304347826, + "FN": 34, + "FP": 48, + "IoU": 0.6974169741697417, + "TN": 700657, + "TP": 189, + "n_pred": 237, + "n_ref": 223 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1455, + "IoU": 0.0, + "TN": 699473, + "TP": 0, + "n_pred": 1455, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 33, + "IoU": 0.0, + "TN": 700895, + "TP": 0, + "n_pred": 33, + "n_ref": 0 + }, + "5": { + "Dice": 0.8506224066390041, + "FN": 2, + "FP": 70, + "IoU": 0.740072202166065, + "TN": 700651, + "TP": 205, + "n_pred": 275, + "n_ref": 207 + }, + "6": { + "Dice": 0.9750552640690334, + "FN": 2096, + "FP": 2587, + "IoU": 0.9513247201405274, + "TN": 604719, + "TP": 91526, + "n_pred": 94113, + "n_ref": 93622 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9226331705047686, + "FN": 1352, + "FP": 311, + "IoU": 0.8563779255548838, + "TN": 689349, + "TP": 9916, + "n_pred": 10227, + "n_ref": 11268 + }, + "9": { + "Dice": 0.8949568479107396, + "FN": 5973, + "FP": 636, + "IoU": 0.8098840721456722, + "TN": 666165, + "TP": 28154, + "n_pred": 28790, + "n_ref": 34127 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6416052832105664, + "FN": 15169, + "FP": 3174, + "IoU": 0.4723261032161556, + "TN": 666166, + "TP": 16419, + "n_pred": 19593, + "n_ref": 31588 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6718798442936375, + "FN": 8079, + "FP": 1446, + "IoU": 0.5058878456191316, + "TN": 681651, + "TP": 9752, + "n_pred": 11198, + "n_ref": 17831 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8964379503063766, + "FN": 2955, + "FP": 121, + "IoU": 0.8123131368600891, + "TN": 684539, + "TP": 13313, + "n_pred": 13434, + "n_ref": 16268 + }, + "7": { + "Dice": 0.8448776709056872, + "FN": 9571, + "FP": 41, + "IoU": 0.7314183525203979, + "TN": 665140, + "TP": 26176, + "n_pred": 26217, + "n_ref": 35747 + }, + "8": { + "Dice": 0.898186215235792, + "FN": 421, + "FP": 0, + "IoU": 0.815188762071993, + "TN": 698650, + "TP": 1857, + "n_pred": 1857, + "n_ref": 2278 + }, + "9": { + "Dice": 0.9505480628378037, + "FN": 1704, + "FP": 254, + "IoU": 0.9057566422795533, + "TN": 680152, + "TP": 18818, + "n_pred": 19072, + "n_ref": 20522 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8331108144192256, + "FN": 43, + "FP": 82, + "IoU": 0.7139588100686499, + "TN": 525259, + "TP": 312, + "n_pred": 394, + "n_ref": 355 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.961376324484448, + "FN": 135, + "FP": 204, + "IoU": 0.925625274243089, + "TN": 521138, + "TP": 4219, + "n_pred": 4423, + "n_ref": 4354 + }, + "10": { + "Dice": 0.8117148014440433, + "FN": 15593, + "FP": 5269, + "IoU": 0.6830976287767161, + "TN": 459865, + "TP": 44969, + "n_pred": 50238, + "n_ref": 60562 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4363213038416764, + "FN": 2336, + "FP": 85, + "IoU": 0.27903513996426443, + "TN": 522338, + "TP": 937, + "n_pred": 1022, + "n_ref": 3273 + }, + "13": { + "Dice": 0.19111271676300579, + "FN": 149, + "FP": 4329, + "IoU": 0.10565208707809068, + "TN": 520689, + "TP": 529, + "n_pred": 4858, + "n_ref": 678 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 525695, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 149, + "IoU": 0.0, + "TN": 525547, + "TP": 0, + "n_pred": 149, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 14168, + "IoU": 0.0, + "TN": 511528, + "TP": 0, + "n_pred": 14168, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9514947772841877, + "FN": 206, + "FP": 602, + "IoU": 0.9074773846330012, + "TN": 516963, + "TP": 7925, + "n_pred": 8527, + "n_ref": 8131 + }, + "7": { + "Dice": 0.9343082459229768, + "FN": 961, + "FP": 2471, + "IoU": 0.8767152812702061, + "TN": 497858, + "TP": 24406, + "n_pred": 26877, + "n_ref": 25367 + }, + "8": { + "Dice": 0.966809341443268, + "FN": 608, + "FP": 276, + "IoU": 0.9357511447052839, + "TN": 511937, + "TP": 12875, + "n_pred": 13151, + "n_ref": 13483 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8745842371655821, + "FN": 4240, + "FP": 2698, + "IoU": 0.7771210125606348, + "TN": 494567, + "TP": 24191, + "n_pred": 26889, + "n_ref": 28431 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.41849978672841387, + "FN": 5520, + "FP": 13566, + "IoU": 0.26462202358018033, + "TN": 499742, + "TP": 6868, + "n_pred": 20434, + "n_ref": 12388 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 27, + "FP": 513, + "IoU": 0.0, + "TN": 525156, + "TP": 0, + "n_pred": 513, + "n_ref": 27 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9640923094809045, + "FN": 12340, + "FP": 3103, + "IoU": 0.9306739570567295, + "TN": 302937, + "TP": 207316, + "n_pred": 210419, + "n_ref": 219656 + }, + "7": { + "Dice": 0.6982167844713143, + "FN": 15154, + "FP": 1668, + "IoU": 0.5363541149881484, + "TN": 489414, + "TP": 19460, + "n_pred": 21128, + "n_ref": 34614 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7742410303587857, + "FN": 1035, + "FP": 192, + "IoU": 0.6316421495046532, + "TN": 522365, + "TP": 2104, + "n_pred": 2296, + "n_ref": 3139 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5694393550751191, + "FN": 4721, + "FP": 1154, + "IoU": 0.3980532786885246, + "TN": 515936, + "TP": 3885, + "n_pred": 5039, + "n_ref": 8606 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8735806207418623, + "FN": 167, + "FP": 0, + "IoU": 0.7755376344086021, + "TN": 524952, + "TP": 577, + "n_pred": 577, + "n_ref": 744 + }, + "8": { + "Dice": 0.9708981785190872, + "FN": 91, + "FP": 326, + "IoU": 0.9434422894344229, + "TN": 518323, + "TP": 6956, + "n_pred": 7282, + "n_ref": 7047 + }, + "9": { + "Dice": 0.675392670157068, + "FN": 124, + "FP": 0, + "IoU": 0.5098814229249012, + "TN": 525443, + "TP": 129, + "n_pred": 129, + "n_ref": 253 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 1685, + "FP": 0, + "IoU": 0.0, + "TN": 699243, + "TP": 0, + "n_pred": 0, + "n_ref": 1685 + }, + "10": { + "Dice": 0.7690262545696245, + "FN": 5313, + "FP": 942, + "IoU": 0.6247300215982722, + "TN": 684260, + "TP": 10413, + "n_pred": 11355, + "n_ref": 15726 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.06086956521739131, + "FN": 439, + "FP": 425, + "IoU": 0.03139013452914798, + "TN": 700036, + "TP": 28, + "n_pred": 453, + "n_ref": 467 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0017720771275473609, + "FN": 47318, + "FP": 0, + "IoU": 0.0008868243243243244, + "TN": 653568, + "TP": 42, + "n_pred": 42, + "n_ref": 47360 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9718339244731901, + "FN": 57, + "FP": 78, + "IoU": 0.945211038961039, + "TN": 698464, + "TP": 2329, + "n_pred": 2407, + "n_ref": 2386 + }, + "3": { + "Dice": 0.9138855330715796, + "FN": 3084, + "FP": 1478, + "IoU": 0.8414265355069693, + "TN": 672159, + "TP": 24207, + "n_pred": 25685, + "n_ref": 27291 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.07289293849658314, + "FN": 38, + "FP": 1997, + "IoU": 0.037825059101654845, + "TN": 698813, + "TP": 80, + "n_pred": 2077, + "n_ref": 118 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 106, + "IoU": 0.0, + "TN": 700822, + "TP": 0, + "n_pred": 106, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8808899643745379, + "FN": 707, + "FP": 2837, + "IoU": 0.7871343624241696, + "TN": 684279, + "TP": 13105, + "n_pred": 15942, + "n_ref": 13812 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8703122418635387, + "FN": 632, + "FP": 153, + "IoU": 0.7704007019596373, + "TN": 697509, + "TP": 2634, + "n_pred": 2787, + "n_ref": 3266 + }, + "13": { + "Dice": 0.6666666666666666, + "FN": 16, + "FP": 35, + "IoU": 0.5, + "TN": 700826, + "TP": 51, + "n_pred": 86, + "n_ref": 67 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.956163708086785, + "FN": 211, + "FP": 1567, + "IoU": 0.9160092588218621, + "TN": 679759, + "TP": 19391, + "n_pred": 20958, + "n_ref": 19602 + }, + "4": { + "Dice": 0.9458697812311652, + "FN": 1724, + "FP": 1599, + "IoU": 0.8972988008406478, + "TN": 668572, + "TP": 29033, + "n_pred": 30632, + "n_ref": 30757 + }, + "5": { + "Dice": 0.8885563204629352, + "FN": 435, + "FP": 1799, + "IoU": 0.7994614003590664, + "TN": 689788, + "TP": 8906, + "n_pred": 10705, + "n_ref": 9341 + }, + "6": { + "Dice": 0.9662845042074913, + "FN": 2336, + "FP": 3125, + "IoU": 0.934768326624222, + "TN": 617211, + "TP": 78256, + "n_pred": 81381, + "n_ref": 80592 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9777978087542522, + "FN": 350, + "FP": 1719, + "IoU": 0.9565600789435008, + "TN": 653299, + "TP": 45560, + "n_pred": 47279, + "n_ref": 45910 + }, + "9": { + "Dice": 0.8487394957983193, + "FN": 95, + "FP": 13, + "IoU": 0.7372262773722628, + "TN": 700517, + "TP": 303, + "n_pred": 316, + "n_ref": 398 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.940695468914647, + "FN": 915, + "FP": 492, + "IoU": 0.8880311952888748, + "TN": 513130, + "TP": 11159, + "n_pred": 11651, + "n_ref": 12074 + }, + "15": { + "Dice": 0.8775350140056022, + "FN": 3967, + "FP": 405, + "IoU": 0.7817927730085845, + "TN": 505660, + "TP": 15664, + "n_pred": 16069, + "n_ref": 19631 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9709955719457867, + "FN": 727, + "FP": 1428, + "IoU": 0.9436262327674158, + "TN": 662701, + "TP": 36072, + "n_pred": 37500, + "n_ref": 36799 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9447659126775382, + "FN": 147, + "FP": 63, + "IoU": 0.8953140578265204, + "TN": 698922, + "TP": 1796, + "n_pred": 1859, + "n_ref": 1943 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9440400363967243, + "FN": 150, + "FP": 96, + "IoU": 0.894011202068074, + "TN": 698607, + "TP": 2075, + "n_pred": 2171, + "n_ref": 2225 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9777567327611719, + "FN": 501, + "FP": 1378, + "IoU": 0.9564814600365935, + "TN": 657751, + "TP": 41298, + "n_pred": 42676, + "n_ref": 41799 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9758188012678213, + "FN": 1664, + "FP": 373, + "IoU": 0.9527794519912838, + "TN": 482558, + "TP": 41101, + "n_pred": 41474, + "n_ref": 42765 + }, + "10": { + "Dice": 0.07503607503607504, + "FN": 146, + "FP": 495, + "IoU": 0.038980509745127435, + "TN": 525029, + "TP": 26, + "n_pred": 521, + "n_ref": 172 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6648488441019561, + "FN": 2767, + "FP": 60, + "IoU": 0.4979577339726514, + "TN": 520065, + "TP": 2804, + "n_pred": 2864, + "n_ref": 5571 + }, + "14": { + "Dice": 0.10085836909871244, + "FN": 1744, + "FP": 770, + "IoU": 0.05310734463276836, + "TN": 523041, + "TP": 141, + "n_pred": 911, + "n_ref": 1885 + }, + "15": { + "Dice": 0.9705043946472405, + "FN": 2201, + "FP": 779, + "IoU": 0.942698919355459, + "TN": 473690, + "TP": 49026, + "n_pred": 49805, + "n_ref": 51227 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 971, + "IoU": 0.0, + "TN": 524725, + "TP": 0, + "n_pred": 971, + "n_ref": 0 + }, + "3": { + "Dice": 0.9486895355559838, + "FN": 1919, + "FP": 2341, + "IoU": 0.9023876082672655, + "TN": 482054, + "TP": 39382, + "n_pred": 41723, + "n_ref": 41301 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 84, + "FP": 0, + "IoU": 0.0, + "TN": 525612, + "TP": 0, + "n_pred": 0, + "n_ref": 84 + }, + "15": { + "Dice": 0.0, + "FN": 153, + "FP": 28, + "IoU": 0.0, + "TN": 525515, + "TP": 0, + "n_pred": 28, + "n_ref": 153 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 60, + "IoU": 0.0, + "TN": 525636, + "TP": 0, + "n_pred": 60, + "n_ref": 0 + }, + "3": { + "Dice": 0.6398659966499163, + "FN": 215, + "FP": 0, + "IoU": 0.47044334975369456, + "TN": 525290, + "TP": 191, + "n_pred": 191, + "n_ref": 406 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1735, + "IoU": 0.0, + "TN": 699193, + "TP": 0, + "n_pred": 1735, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9015998867336825, + "FN": 1218, + "FP": 867, + "IoU": 0.8208301108533127, + "TN": 689291, + "TP": 9552, + "n_pred": 10419, + "n_ref": 10770 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9917858346574221, + "FN": 456, + "FP": 2103, + "IoU": 0.9837055149095494, + "TN": 543881, + "TP": 154488, + "n_pred": 156591, + "n_ref": 154944 + }, + "7": { + "Dice": 0.2692307692307692, + "FN": 0, + "FP": 76, + "IoU": 0.15555555555555556, + "TN": 700838, + "TP": 14, + "n_pred": 90, + "n_ref": 14 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8311920455814993, + "FN": 2890, + "FP": 132, + "IoU": 0.7111450965398586, + "TN": 690466, + "TP": 7440, + "n_pred": 7572, + "n_ref": 10330 + }, + "10": { + "Dice": 0.8279023042632009, + "FN": 109, + "FP": 2632, + "IoU": 0.7063424041139919, + "TN": 691594, + "TP": 6593, + "n_pred": 9225, + "n_ref": 6702 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 607, + "IoU": 0.0, + "TN": 700321, + "TP": 0, + "n_pred": 607, + "n_ref": 0 + }, + "13": { + "Dice": 0.8016408294745319, + "FN": 6194, + "FP": 1688, + "IoU": 0.6689487168717712, + "TN": 677119, + "TP": 15927, + "n_pred": 17615, + "n_ref": 22121 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 700907, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "3": { + "Dice": 0.2783300198807157, + "FN": 4244, + "FP": 11365, + "IoU": 0.16166281755196305, + "TN": 682309, + "TP": 3010, + "n_pred": 14375, + "n_ref": 7254 + }, + "4": { + "Dice": 0.7973803254337992, + "FN": 2161, + "FP": 840, + "IoU": 0.6630361554008534, + "TN": 692022, + "TP": 5905, + "n_pred": 6745, + "n_ref": 8066 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9715322325068028, + "FN": 1208, + "FP": 4002, + "IoU": 0.9446404284257055, + "TN": 606816, + "TP": 88902, + "n_pred": 92904, + "n_ref": 90110 + }, + "7": { + "Dice": 0.9226915407307306, + "FN": 3358, + "FP": 1333, + "IoU": 0.8564785069603794, + "TN": 668243, + "TP": 27994, + "n_pred": 29327, + "n_ref": 31352 + }, + "8": { + "Dice": 0.7275200808120306, + "FN": 18026, + "FP": 15422, + "IoU": 0.571734036696073, + "TN": 622827, + "TP": 44653, + "n_pred": 60075, + "n_ref": 62679 + }, + "9": { + "Dice": 0.9410893767261752, + "FN": 1462, + "FP": 607, + "IoU": 0.8887335305189568, + "TN": 682333, + "TP": 16526, + "n_pred": 17133, + "n_ref": 17988 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.11594202898550725, + "FN": 0, + "FP": 122, + "IoU": 0.06153846153846154, + "TN": 700798, + "TP": 8, + "n_pred": 130, + "n_ref": 8 + }, + "10": { + "Dice": 0.8841795437821928, + "FN": 1210, + "FP": 2725, + "IoU": 0.79240305987866, + "TN": 681973, + "TP": 15020, + "n_pred": 17745, + "n_ref": 16230 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.07407407407407407, + "FN": 200, + "FP": 0, + "IoU": 0.038461538461538464, + "TN": 700720, + "TP": 8, + "n_pred": 8, + "n_ref": 208 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9208540004313134, + "FN": 278, + "FP": 89, + "IoU": 0.8533173461231015, + "TN": 698426, + "TP": 2135, + "n_pred": 2224, + "n_ref": 2413 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9548792590142243, + "FN": 1510, + "FP": 2582, + "IoU": 0.9136544913591188, + "TN": 653537, + "TP": 43299, + "n_pred": 45881, + "n_ref": 44809 + }, + "7": { + "Dice": 0.7707047051309346, + "FN": 12292, + "FP": 34019, + "IoU": 0.626948389331486, + "TN": 576787, + "TP": 77830, + "n_pred": 111849, + "n_ref": 90122 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 525695, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1221, + "IoU": 0.0, + "TN": 524475, + "TP": 0, + "n_pred": 1221, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8778815665438341, + "FN": 420, + "FP": 2430, + "IoU": 0.7823430578891095, + "TN": 512602, + "TP": 10244, + "n_pred": 12674, + "n_ref": 10664 + }, + "6": { + "Dice": 0.8927185478823284, + "FN": 1829, + "FP": 742, + "IoU": 0.8062255049743744, + "TN": 512428, + "TP": 10697, + "n_pred": 11439, + "n_ref": 12526 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6393, + "IoU": 0.0, + "TN": 519303, + "TP": 0, + "n_pred": 6393, + "n_ref": 0 + }, + "8": { + "Dice": 0.9769926218435, + "FN": 866, + "FP": 241, + "IoU": 0.9550201129576206, + "TN": 501085, + "TP": 23504, + "n_pred": 23745, + "n_ref": 24370 + }, + "9": { + "Dice": 0.9024797917522949, + "FN": 802, + "FP": 2757, + "IoU": 0.8222899086233585, + "TN": 505669, + "TP": 16468, + "n_pred": 19225, + "n_ref": 17270 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8974969704567297, + "FN": 1494, + "FP": 959, + "IoU": 0.8140539721043056, + "TN": 687736, + "TP": 10739, + "n_pred": 11698, + "n_ref": 12233 + }, + "6": { + "Dice": 0.9180327868852459, + "FN": 293, + "FP": 282, + "IoU": 0.8484848484848485, + "TN": 697133, + "TP": 3220, + "n_pred": 3502, + "n_ref": 3513 + }, + "7": { + "Dice": 0.8274972355326207, + "FN": 441, + "FP": 495, + "IoU": 0.7057529078906004, + "TN": 697747, + "TP": 2245, + "n_pred": 2740, + "n_ref": 2686 + }, + "8": { + "Dice": 0.9525760445251807, + "FN": 276, + "FP": 2178, + "IoU": 0.9094464944649446, + "TN": 673828, + "TP": 24646, + "n_pred": 26824, + "n_ref": 24922 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9795056627105608, + "FN": 1156, + "FP": 203, + "IoU": 0.9598344909117777, + "TN": 491861, + "TP": 32476, + "n_pred": 32679, + "n_ref": 33632 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.882306477093207, + "FN": 227, + "FP": 71, + "IoU": 0.789399293286219, + "TN": 524281, + "TP": 1117, + "n_pred": 1188, + "n_ref": 1344 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 22925, + "IoU": 0.0, + "TN": 502771, + "TP": 0, + "n_pred": 22925, + "n_ref": 0 + }, + "15": { + "Dice": 0.9390663430817379, + "FN": 3238, + "FP": 4219, + "IoU": 0.8851320126929357, + "TN": 460778, + "TP": 57461, + "n_pred": 61680, + "n_ref": 60699 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2804668/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.6272595580776286, + "FN": 1122.1942222222224, + "FP": 833.324, + "IoU": 0.5492124426160169, + "TN": 576551.9302222222, + "TP": 5599.218222222222, + "n_pred": 6432.542222222222, + "n_ref": 6721.412444444444 + }, + "mean": { + "1": { + "Dice": 0.5846426529922024, + "FN": 1481.68, + "FP": 404.06, + "IoU": 0.5345063226962943, + "TN": 577150.2733333332, + "TP": 5070.653333333334, + "n_pred": 5474.713333333333, + "n_ref": 6552.333333333334 + }, + "10": { + "Dice": 0.6699891966410021, + "FN": 1230.0333333333333, + "FP": 1012.8800000000001, + "IoU": 0.5648056553593616, + "TN": 577320.0466666666, + "TP": 4543.706666666667, + "n_pred": 5556.586666666667, + "n_ref": 5773.74 + }, + "11": { + "Dice": 0.4695017091269665, + "FN": 112.78666666666668, + "FP": 74.91333333333334, + "IoU": 0.35956531777587064, + "TN": 583741.1266666667, + "TP": 177.83999999999997, + "n_pred": 252.75333333333333, + "n_ref": 290.62666666666667 + }, + "12": { + "Dice": 0.48672492172655, + "FN": 179.51999999999998, + "FP": 91.58, + "IoU": 0.387400164415068, + "TN": 583522.3666666666, + "TP": 313.2, + "n_pred": 404.78, + "n_ref": 492.71999999999997 + }, + "13": { + "Dice": 0.5469040444346431, + "FN": 1631.78, + "FP": 1076.5666666666666, + "IoU": 0.42884775807052555, + "TN": 578647.2133333333, + "TP": 2751.1066666666666, + "n_pred": 3827.6733333333336, + "n_ref": 4382.886666666667 + }, + "14": { + "Dice": 0.4914211717948979, + "FN": 829.5866666666667, + "FP": 712.1333333333333, + "IoU": 0.43774976585489495, + "TN": 579331.8, + "TP": 3233.146666666667, + "n_pred": 3945.28, + "n_ref": 4062.7333333333336 + }, + "15": { + "Dice": 0.655054415601381, + "FN": 557.8066666666666, + "FP": 372.03333333333336, + "IoU": 0.5650912371236047, + "TN": 580447.26, + "TP": 2729.5666666666666, + "n_pred": 3101.6, + "n_ref": 3287.373333333334 + }, + "2": { + "Dice": 0.6600621785398297, + "FN": 601.9533333333334, + "FP": 714.0799999999999, + "IoU": 0.6159130618653613, + "TN": 577112.6, + "TP": 5678.033333333334, + "n_pred": 6392.113333333333, + "n_ref": 6279.986666666667 + }, + "3": { + "Dice": 0.5977130911925006, + "FN": 1805.64, + "FP": 774.2333333333333, + "IoU": 0.5498265160121185, + "TN": 574935.7066666667, + "TP": 6591.086666666667, + "n_pred": 7365.32, + "n_ref": 8396.726666666666 + }, + "4": { + "Dice": 0.49745678432786944, + "FN": 692.3933333333333, + "FP": 207.2133333333333, + "IoU": 0.43182112291349856, + "TN": 581552.5133333333, + "TP": 1654.5466666666666, + "n_pred": 1861.7600000000002, + "n_ref": 2346.9399999999996 + }, + "5": { + "Dice": 0.6954176844867879, + "FN": 298.40666666666664, + "FP": 174.49333333333334, + "IoU": 0.5993270390829024, + "TN": 582440.0266666667, + "TP": 1193.74, + "n_pred": 1368.2333333333331, + "n_ref": 1492.1466666666663 + }, + "6": { + "Dice": 0.7759676746445988, + "FN": 2920.9266666666667, + "FP": 3864.253333333333, + "IoU": 0.7135587328385264, + "TN": 547232.9266666668, + "TP": 30088.559999999998, + "n_pred": 33952.81333333333, + "n_ref": 33009.48666666667 + }, + "7": { + "Dice": 0.6599334970307027, + "FN": 2800.0333333333333, + "FP": 1986.2933333333335, + "IoU": 0.58019359256161, + "TN": 570429.4466666667, + "TP": 8890.893333333333, + "n_pred": 10877.186666666666, + "n_ref": 11690.926666666666 + }, + "8": { + "Dice": 0.8809073370477847, + "FN": 1104.2066666666667, + "FP": 465.9333333333333, + "IoU": 0.8240088920485, + "TN": 575399.1399999999, + "TP": 7137.386666666667, + "n_pred": 7603.32, + "n_ref": 8241.593333333334 + }, + "9": { + "Dice": 0.7371970115767117, + "FN": 586.1600000000001, + "FP": 569.1933333333334, + "IoU": 0.6455714606221171, + "TN": 579016.5066666666, + "TP": 3934.8066666666664, + "n_pred": 4504.000000000001, + "n_ref": 4520.966666666666 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/loop_001/summary.json b/nnActive_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/loop_001/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..edf3e109c6e1bee86b990f02f5a863d37e5c7ed7 --- /dev/null +++ b/nnActive_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/loop_001/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.8272317151252445, + "FN": 14484.233333333334, + "FP": 11114.413333333332, + "IoU": 0.7375066767533139, + "TN": 96259255.896, + "TP": 172106.29733333332, + "n_pred": 183220.71066666665, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.9401045051634168, + "FN": 6232.3, + "FP": 9436.12, + "IoU": 0.9048044581585052, + "TN": 96253236.58, + "TP": 188055.84, + "n_pred": 197491.96, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.7939438370418739, + "FN": 15739.66, + "FP": 11213.52, + "IoU": 0.6773628506584659, + "TN": 96371524.76, + "TP": 58482.9, + "n_pred": 69696.42, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.6945439904312578, + "FN": 1262.34, + "FP": 777.04, + "IoU": 0.5468494171885996, + "TN": 96452483.42, + "TP": 2438.04, + "n_pred": 3215.08, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.6884547923247629, + "FN": 1467.68, + "FP": 871.42, + "IoU": 0.5424247872764603, + "TN": 96451852.76, + "TP": 2768.98, + "n_pred": 3640.4, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.6978379743917413, + "FN": 18903.78, + "FP": 11809.72, + "IoU": 0.5625775704070987, + "TN": 96387292.98, + "TP": 38954.36, + "n_pred": 50764.08, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.8139314240536373, + "FN": 23310.28, + "FP": 12897.1, + "IoU": 0.7266284019996326, + "TN": 96305705.6, + "TP": 115047.86, + "n_pred": 127944.96, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.7558246115648904, + "FN": 8885.04, + "FP": 16129.4, + "IoU": 0.6429952557561278, + "TN": 96386784.4, + "TP": 45162.0, + "n_pred": 61291.4, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.9305097680755506, + "FN": 12872.62, + "FP": 7640.98, + "IoU": 0.8773189516123365, + "TN": 96292478.16, + "TP": 143969.08, + "n_pred": 151610.06, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.9377271869272487, + "FN": 8312.0, + "FP": 12580.2, + "IoU": 0.8868317989189254, + "TN": 96280978.06, + "TP": 155090.58, + "n_pred": 167670.78, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.742394924828751, + "FN": 5458.76, + "FP": 4833.94, + "IoU": 0.6567309056614486, + "TN": 96425549.4, + "TP": 21118.74, + "n_pred": 25952.68, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.7536401365102156, + "FN": 6284.3, + "FP": 3013.08, + "IoU": 0.6227024043866466, + "TN": 96436795.6, + "TP": 10867.86, + "n_pred": 13880.94, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9677498633139302, + "FN": 50349.9, + "FP": 37161.66, + "IoU": 0.9384561280078377, + "TN": 95060575.56, + "TP": 1308873.72, + "n_pred": 1346035.38, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.8746743153602471, + "FN": 39495.34, + "FP": 21964.14, + "IoU": 0.8029957489885501, + "TN": 96096072.04, + "TP": 299429.32, + "n_pred": 321393.46, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.9380616351555849, + "FN": 9378.72, + "FP": 8094.48, + "IoU": 0.8843208186674729, + "TN": 96316497.18, + "TP": 122990.46, + "n_pred": 131084.94, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.8790767617355597, + "FN": 9310.78, + "FP": 8293.4, + "IoU": 0.7896006536115989, + "TN": 96371011.94, + "TP": 68344.72, + "n_pred": 76638.12, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9169781875857427, + "FN": 2789, + "FP": 13490, + "IoU": 0.8466848747410058, + "TN": 119487140, + "TP": 89901, + "n_pred": 103391, + "n_ref": 92690 + }, + "10": { + "Dice": 0.7449893220496359, + "FN": 19171, + "FP": 19279, + "IoU": 0.5936119390365062, + "TN": 119498706, + "TP": 56164, + "n_pred": 75443, + "n_ref": 75335 + }, + "11": { + "Dice": 0.7563986750978621, + "FN": 1034, + "FP": 584, + "IoU": 0.6082324455205811, + "TN": 119589190, + "TP": 2512, + "n_pred": 3096, + "n_ref": 3546 + }, + "12": { + "Dice": 0.7572205943909586, + "FN": 847, + "FP": 1473, + "IoU": 0.6092960592792186, + "TN": 119587382, + "TP": 3618, + "n_pred": 5091, + "n_ref": 4465 + }, + "13": { + "Dice": 0.5429937596239566, + "FN": 25957, + "FP": 19155, + "IoU": 0.37267771720992326, + "TN": 119521408, + "TP": 26800, + "n_pred": 45955, + "n_ref": 52757 + }, + "14": { + "Dice": 0.3178859425589585, + "FN": 200456, + "FP": 1372, + "IoU": 0.18898001663606007, + "TN": 119344463, + "TP": 47029, + "n_pred": 48401, + "n_ref": 247485 + }, + "15": { + "Dice": 0.026920633698435004, + "FN": 30066, + "FP": 172136, + "IoU": 0.013643968994970708, + "TN": 119388321, + "TP": 2797, + "n_pred": 174933, + "n_ref": 32863 + }, + "2": { + "Dice": 0.9568481885959197, + "FN": 4949, + "FP": 7304, + "IoU": 0.9172664785080552, + "TN": 119445218, + "TP": 135849, + "n_pred": 143153, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9567861556027132, + "FN": 7389, + "FP": 7334, + "IoU": 0.9171524714144234, + "TN": 119415608, + "TP": 162989, + "n_pred": 170323, + "n_ref": 170378 + }, + "4": { + "Dice": 0.8499263222649823, + "FN": 18295, + "FP": 2685, + "IoU": 0.7390190200151762, + "TN": 119512931, + "TP": 59409, + "n_pred": 62094, + "n_ref": 77704 + }, + "5": { + "Dice": 0.06383884556780496, + "FN": 61415, + "FP": 22143, + "IoU": 0.0329718657053248, + "TN": 119506913, + "TP": 2849, + "n_pred": 24992, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9698618211641172, + "FN": 27748, + "FP": 43984, + "IoU": 0.9414871141462969, + "TN": 118367402, + "TP": 1154186, + "n_pred": 1198170, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 67612, + "IoU": 0.0, + "TN": 119525708, + "TP": 0, + "n_pred": 67612, + "n_ref": 0 + }, + "8": { + "Dice": 0.901484532740413, + "FN": 30669, + "FP": 25247, + "IoU": 0.820638907333096, + "TN": 119281569, + "TP": 255835, + "n_pred": 281082, + "n_ref": 286504 + }, + "9": { + "Dice": 0.8492998927226706, + "FN": 15970, + "FP": 5523, + "IoU": 0.7380723155855077, + "TN": 119511263, + "TP": 60564, + "n_pred": 66087, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9570962887332557, + "FN": 8582, + "FP": 7554, + "IoU": 0.9177225839677335, + "TN": 72629543, + "TP": 179981, + "n_pred": 187535, + "n_ref": 188563 + }, + "10": { + "Dice": 0.8232090117098799, + "FN": 12984, + "FP": 10840, + "IoU": 0.6995371479739189, + "TN": 72746369, + "TP": 55467, + "n_pred": 66307, + "n_ref": 68451 + }, + "11": { + "Dice": 0.691202519189136, + "FN": 491, + "FP": 1078, + "IoU": 0.5281203007518797, + "TN": 72822335, + "TP": 1756, + "n_pred": 2834, + "n_ref": 2247 + }, + "12": { + "Dice": 0.6831215970961887, + "FN": 992, + "FP": 754, + "IoU": 0.5187431091510474, + "TN": 72822032, + "TP": 1882, + "n_pred": 2636, + "n_ref": 2874 + }, + "13": { + "Dice": 0.7784701180781349, + "FN": 11516, + "FP": 10491, + "IoU": 0.637291096680621, + "TN": 72764986, + "TP": 38667, + "n_pred": 49158, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8934906552029025, + "FN": 3624, + "FP": 13843, + "IoU": 0.8074858648091612, + "TN": 72734929, + "TP": 73264, + "n_pred": 87107, + "n_ref": 76888 + }, + "15": { + "Dice": 0.8816109045848822, + "FN": 6908, + "FP": 2646, + "IoU": 0.7882863917388703, + "TN": 72780533, + "TP": 35573, + "n_pred": 38219, + "n_ref": 42481 + }, + "2": { + "Dice": 0.9612588342707711, + "FN": 7923, + "FP": 2388, + "IoU": 0.9254074701043905, + "TN": 72687429, + "TP": 127920, + "n_pred": 130308, + "n_ref": 135843 + }, + "3": { + "Dice": 0.9635460630925973, + "FN": 4437, + "FP": 4848, + "IoU": 0.9296564263797871, + "TN": 72693665, + "TP": 122710, + "n_pred": 127558, + "n_ref": 127147 + }, + "4": { + "Dice": 0.8629282365668951, + "FN": 3081, + "FP": 4521, + "IoU": 0.7589039358092037, + "TN": 72794129, + "TP": 23929, + "n_pred": 28450, + "n_ref": 27010 + }, + "5": { + "Dice": 0.8009928637914986, + "FN": 2185, + "FP": 1022, + "IoU": 0.6680467860469931, + "TN": 72815999, + "TP": 6454, + "n_pred": 7476, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9621471152641401, + "FN": 40564, + "FP": 51278, + "IoU": 0.9270553942806765, + "TN": 71566595, + "TP": 1167223, + "n_pred": 1218501, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.9075794242680846, + "FN": 27739, + "FP": 15263, + "IoU": 0.8307967136741375, + "TN": 72571516, + "TP": 211142, + "n_pred": 226405, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9335739884242588, + "FN": 4401, + "FP": 3254, + "IoU": 0.8754231219893243, + "TN": 72764212, + "TP": 53793, + "n_pred": 57047, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8690631014930031, + "FN": 11161, + "FP": 8975, + "IoU": 0.7684452621895124, + "TN": 72738700, + "TP": 66824, + "n_pred": 75799, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9667409345449443, + "FN": 8597, + "FP": 8704, + "IoU": 0.9356229883346667, + "TN": 71540743, + "TP": 251444, + "n_pred": 260148, + "n_ref": 260041 + }, + "10": { + "Dice": 0.8393159010600707, + "FN": 19491, + "FP": 8930, + "IoU": 0.7231217364196088, + "TN": 71706840, + "TP": 74227, + "n_pred": 83157, + "n_ref": 93718 + }, + "11": { + "Dice": 0.6663597298956415, + "FN": 1198, + "FP": 976, + "IoU": 0.4996547756041427, + "TN": 71805143, + "TP": 2171, + "n_pred": 3147, + "n_ref": 3369 + }, + "12": { + "Dice": 0.6389427312775331, + "FN": 2883, + "FP": 1215, + "IoU": 0.46944588296219575, + "TN": 71801764, + "TP": 3626, + "n_pred": 4841, + "n_ref": 6509 + }, + "13": { + "Dice": 0.7784317727254174, + "FN": 16224, + "FP": 10917, + "IoU": 0.6372397016760672, + "TN": 71734670, + "TP": 47677, + "n_pred": 58594, + "n_ref": 63901 + }, + "14": { + "Dice": 0.9395547509717419, + "FN": 52994, + "FP": 7374, + "IoU": 0.886000245493773, + "TN": 71279943, + "TP": 469177, + "n_pred": 476551, + "n_ref": 522171 + }, + "15": { + "Dice": 0.8021334761462919, + "FN": 51854, + "FP": 11694, + "IoU": 0.6696351055589347, + "TN": 71617131, + "TP": 128809, + "n_pred": 140503, + "n_ref": 180663 + }, + "2": { + "Dice": 0.9397356864523844, + "FN": 10134, + "FP": 7404, + "IoU": 0.8863220938824719, + "TN": 71655210, + "TP": 136740, + "n_pred": 144144, + "n_ref": 146874 + }, + "3": { + "Dice": 0.9462358668973565, + "FN": 8619, + "FP": 11424, + "IoU": 0.8979579368594688, + "TN": 71613069, + "TP": 176376, + "n_pred": 187800, + "n_ref": 184995 + }, + "4": { + "Dice": 0.774504057014161, + "FN": 1423, + "FP": 5886, + "IoU": 0.6319923468103318, + "TN": 71789627, + "TP": 12552, + "n_pred": 18438, + "n_ref": 13975 + }, + "5": { + "Dice": 0.873194377120698, + "FN": 1336, + "FP": 1280, + "IoU": 0.7749290200464596, + "TN": 71797865, + "TP": 9007, + "n_pred": 10287, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9720667611270886, + "FN": 36976, + "FP": 32635, + "IoU": 0.9456516477596558, + "TN": 70528658, + "TP": 1211219, + "n_pred": 1243854, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.940419282878134, + "FN": 16769, + "FP": 10901, + "IoU": 0.8875390686918034, + "TN": 71563447, + "TP": 218371, + "n_pred": 229272, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9332711446705787, + "FN": 7200, + "FP": 3387, + "IoU": 0.8748906903642079, + "TN": 71724866, + "TP": 74035, + "n_pred": 77422, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8606261831949905, + "FN": 14282, + "FP": 9645, + "IoU": 0.7553501497939694, + "TN": 71711687, + "TP": 73874, + "n_pred": 83519, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9713530579150759, + "FN": 5441, + "FP": 6872, + "IoU": 0.9443017017542272, + "TN": 135224444, + "TP": 208753, + "n_pred": 215625, + "n_ref": 214194 + }, + "10": { + "Dice": 0.8489305220760992, + "FN": 15580, + "FP": 9175, + "IoU": 0.7375145795779875, + "TN": 135351200, + "TP": 69555, + "n_pred": 78730, + "n_ref": 85135 + }, + "11": { + "Dice": 0.6710785694170656, + "FN": 1164, + "FP": 1172, + "IoU": 0.5049798686162322, + "TN": 135440791, + "TP": 2383, + "n_pred": 3555, + "n_ref": 3547 + }, + "12": { + "Dice": 0.727634590506518, + "FN": 1852, + "FP": 885, + "IoU": 0.5718754888158923, + "TN": 135439117, + "TP": 3656, + "n_pred": 4541, + "n_ref": 5508 + }, + "13": { + "Dice": 0.7909227047575165, + "FN": 6243, + "FP": 11907, + "IoU": 0.6541539634146342, + "TN": 135393030, + "TP": 34330, + "n_pred": 46237, + "n_ref": 40573 + }, + "14": { + "Dice": 0.9103597172406589, + "FN": 12301, + "FP": 13441, + "IoU": 0.8354681188321317, + "TN": 135289054, + "TP": 130714, + "n_pred": 144155, + "n_ref": 143015 + }, + "15": { + "Dice": 0.7851445770181662, + "FN": 14778, + "FP": 5210, + "IoU": 0.6462864322497301, + "TN": 135389001, + "TP": 36521, + "n_pred": 41731, + "n_ref": 51299 + }, + "2": { + "Dice": 0.9592626772877404, + "FN": 12046, + "FP": 4728, + "IoU": 0.9217144963993522, + "TN": 135231243, + "TP": 197493, + "n_pred": 202221, + "n_ref": 209539 + }, + "3": { + "Dice": 0.9083098110308536, + "FN": 18184, + "FP": 23947, + "IoU": 0.8320215938631326, + "TN": 135194698, + "TP": 208681, + "n_pred": 232628, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8721741956451089, + "FN": 3295, + "FP": 6538, + "IoU": 0.773323497544895, + "TN": 135402131, + "TP": 33546, + "n_pred": 40084, + "n_ref": 36841 + }, + "5": { + "Dice": 0.6000209183139839, + "FN": 13702, + "FP": 5419, + "IoU": 0.4285927741087171, + "TN": 135412047, + "TP": 14342, + "n_pred": 19761, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9676585830774118, + "FN": 40454, + "FP": 67963, + "IoU": 0.9373435640720529, + "TN": 133715169, + "TP": 1621924, + "n_pred": 1689887, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.9129832853259767, + "FN": 18937, + "FP": 15381, + "IoU": 0.8398981110421692, + "TN": 135231159, + "TP": 180033, + "n_pred": 195414, + "n_ref": 198970 + }, + "8": { + "Dice": 0.9103846450568831, + "FN": 35918, + "FP": 14031, + "IoU": 0.8355101099914378, + "TN": 135141850, + "TP": 253711, + "n_pred": 267742, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8610518008400136, + "FN": 18388, + "FP": 7317, + "IoU": 0.7560061128987859, + "TN": 135340159, + "TP": 79646, + "n_pred": 86963, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9224751359707734, + "FN": 9772, + "FP": 31650, + "IoU": 0.8561056610065865, + "TN": 105466141, + "TP": 246442, + "n_pred": 278092, + "n_ref": 256214 + }, + "10": { + "Dice": 0.40651279847768707, + "FN": 33995, + "FP": 43353, + "IoU": 0.2551089196633217, + "TN": 105650167, + "TP": 26490, + "n_pred": 69843, + "n_ref": 60485 + }, + "11": { + "Dice": 0.70931326434619, + "FN": 584, + "FP": 961, + "IoU": 0.5495626822157434, + "TN": 105750575, + "TP": 1885, + "n_pred": 2846, + "n_ref": 2469 + }, + "12": { + "Dice": 0.6800780297488418, + "FN": 1615, + "FP": 1009, + "IoU": 0.5152410862737853, + "TN": 105748592, + "TP": 2789, + "n_pred": 3798, + "n_ref": 4404 + }, + "13": { + "Dice": 0.5082403405792427, + "FN": 49385, + "FP": 11605, + "IoU": 0.34069854173197706, + "TN": 105661498, + "TP": 31517, + "n_pred": 43122, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9507388002898179, + "FN": 15163, + "FP": 3670, + "IoU": 0.9061030757188228, + "TN": 105553434, + "TP": 181738, + "n_pred": 185408, + "n_ref": 196901 + }, + "15": { + "Dice": 0.8436905572134095, + "FN": 3759, + "FP": 5198, + "IoU": 0.7296408089345005, + "TN": 105720875, + "TP": 24173, + "n_pred": 29371, + "n_ref": 27932 + }, + "2": { + "Dice": 0.9399259213411039, + "FN": 8625, + "FP": 9816, + "IoU": 0.8866606025592172, + "TN": 105591299, + "TP": 144265, + "n_pred": 154081, + "n_ref": 152890 + }, + "3": { + "Dice": 0.9524991950245264, + "FN": 7282, + "FP": 9093, + "IoU": 0.9093064086445531, + "TN": 105573452, + "TP": 164178, + "n_pred": 173271, + "n_ref": 171460 + }, + "4": { + "Dice": 0.5697079371671834, + "FN": 21650, + "FP": 7359, + "IoU": 0.39831580694003693, + "TN": 105705792, + "TP": 19204, + "n_pred": 26563, + "n_ref": 40854 + }, + "5": { + "Dice": 0.7644479872459147, + "FN": 2775, + "FP": 3135, + "IoU": 0.6187096774193548, + "TN": 105738505, + "TP": 9590, + "n_pred": 12725, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9596924817733106, + "FN": 72714, + "FP": 50254, + "IoU": 0.9225084553932711, + "TN": 104167148, + "TP": 1463889, + "n_pred": 1514143, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.8665191537392118, + "FN": 16575, + "FP": 61003, + "IoU": 0.7644762208358, + "TN": 105424620, + "TP": 251807, + "n_pred": 312810, + "n_ref": 268382 + }, + "8": { + "Dice": 0.9072651782049984, + "FN": 3557, + "FP": 13842, + "IoU": 0.8302702175397522, + "TN": 105651495, + "TP": 85111, + "n_pred": 98953, + "n_ref": 88668 + }, + "9": { + "Dice": 0.8340105549998276, + "FN": 14360, + "FP": 9701, + "IoU": 0.7152813934775406, + "TN": 105669497, + "TP": 60447, + "n_pred": 70148, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9691272359015561, + "FN": 7791, + "FP": 7848, + "IoU": 0.9401036380557716, + "TN": 96876779, + "TP": 245462, + "n_pred": 253310, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8214060087776184, + "FN": 14409, + "FP": 28278, + "IoU": 0.6969372106892341, + "TN": 96997028, + "TP": 98165, + "n_pred": 126443, + "n_ref": 112574 + }, + "11": { + "Dice": 0.6272317963049215, + "FN": 1541, + "FP": 860, + "IoU": 0.4569102013119204, + "TN": 97133459, + "TP": 2020, + "n_pred": 2880, + "n_ref": 3561 + }, + "12": { + "Dice": 0.7608991113434396, + "FN": 879, + "FP": 1408, + "IoU": 0.614073574080324, + "TN": 97131954, + "TP": 3639, + "n_pred": 5047, + "n_ref": 4518 + }, + "13": { + "Dice": 0.7515498330948974, + "FN": 10497, + "FP": 15553, + "IoU": 0.6019862490450726, + "TN": 97072430, + "TP": 39400, + "n_pred": 54953, + "n_ref": 49897 + }, + "14": { + "Dice": 0.9564777231993054, + "FN": 12205, + "FP": 10752, + "IoU": 0.9165858213700462, + "TN": 96862663, + "TP": 252260, + "n_pred": 263012, + "n_ref": 264465 + }, + "15": { + "Dice": 0.7583108071821127, + "FN": 1192, + "FP": 12309, + "IoU": 0.6107090337648857, + "TN": 97103199, + "TP": 21180, + "n_pred": 33489, + "n_ref": 22372 + }, + "2": { + "Dice": 0.9427107290708372, + "FN": 6838, + "FP": 9104, + "IoU": 0.8916299020440903, + "TN": 96990773, + "TP": 131165, + "n_pred": 140269, + "n_ref": 138003 + }, + "3": { + "Dice": 0.9414325900471159, + "FN": 9703, + "FP": 8806, + "IoU": 0.8893459039032935, + "TN": 96970611, + "TP": 148760, + "n_pred": 157566, + "n_ref": 158463 + }, + "4": { + "Dice": 0.9123102262961902, + "FN": 2017, + "FP": 2881, + "IoU": 0.8387595878460677, + "TN": 97107503, + "TP": 25479, + "n_pred": 28360, + "n_ref": 27496 + }, + "5": { + "Dice": 0.8245318411598258, + "FN": 1666, + "FP": 3853, + "IoU": 0.7014497457535432, + "TN": 97119394, + "TP": 12967, + "n_pred": 16820, + "n_ref": 14633 + }, + "6": { + "Dice": 0.9750547163118194, + "FN": 43543, + "FP": 30997, + "IoU": 0.951323677302232, + "TN": 95606540, + "TP": 1456800, + "n_pred": 1487797, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.9484118310757725, + "FN": 13425, + "FP": 12774, + "IoU": 0.9018852238001078, + "TN": 96870856, + "TP": 240825, + "n_pred": 253599, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9334230669559802, + "FN": 7391, + "FP": 9822, + "IoU": 0.8751577481541652, + "TN": 97000002, + "TP": 120665, + "n_pred": 130487, + "n_ref": 128056 + }, + "9": { + "Dice": 0.8373026637009711, + "FN": 6844, + "FP": 17148, + "IoU": 0.7201381112355356, + "TN": 97052152, + "TP": 61736, + "n_pred": 78884, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.966703854790313, + "FN": 3242, + "FP": 8487, + "IoU": 0.9355535286489813, + "TN": 130584796, + "TP": 170267, + "n_pred": 178754, + "n_ref": 173509 + }, + "10": { + "Dice": 0.8669732022871598, + "FN": 11443, + "FP": 8751, + "IoU": 0.7651833160850707, + "TN": 130680793, + "TP": 65805, + "n_pred": 74556, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7748768472906404, + "FN": 903, + "FP": 925, + "IoU": 0.6324889425010052, + "TN": 130761818, + "TP": 3146, + "n_pred": 4071, + "n_ref": 4049 + }, + "12": { + "Dice": 0.7793050193050193, + "FN": 805, + "FP": 624, + "IoU": 0.6384109311740891, + "TN": 130762840, + "TP": 2523, + "n_pred": 3147, + "n_ref": 3328 + }, + "13": { + "Dice": 0.7837729046710653, + "FN": 16583, + "FP": 8127, + "IoU": 0.644429734941146, + "TN": 130697298, + "TP": 44784, + "n_pred": 52911, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9509146369616138, + "FN": 4959, + "FP": 10988, + "IoU": 0.9064225566998211, + "TN": 130596377, + "TP": 154468, + "n_pred": 165456, + "n_ref": 159427 + }, + "15": { + "Dice": 0.8205136265048879, + "FN": 2687, + "FP": 8733, + "IoU": 0.695653332622658, + "TN": 130729269, + "TP": 26103, + "n_pred": 34836, + "n_ref": 28790 + }, + "2": { + "Dice": 0.9631532860869644, + "FN": 7390, + "FP": 4771, + "IoU": 0.9289254362894648, + "TN": 130595690, + "TP": 158941, + "n_pred": 163712, + "n_ref": 166331 + }, + "3": { + "Dice": 0.9611244593945218, + "FN": 6043, + "FP": 6901, + "IoU": 0.9251584254590869, + "TN": 130593840, + "TP": 160008, + "n_pred": 166909, + "n_ref": 166051 + }, + "4": { + "Dice": 0.9049411277234902, + "FN": 3728, + "FP": 1778, + "IoU": 0.8263858232957053, + "TN": 130735078, + "TP": 26208, + "n_pred": 27986, + "n_ref": 29936 + }, + "5": { + "Dice": 0.6546486710026693, + "FN": 13896, + "FP": 4476, + "IoU": 0.4866005309487215, + "TN": 130731007, + "TP": 17413, + "n_pred": 21889, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9667799737362172, + "FN": 29234, + "FP": 60647, + "IoU": 0.9356961239245246, + "TN": 129369038, + "TP": 1307873, + "n_pred": 1368520, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.9506406330275435, + "FN": 21823, + "FP": 22179, + "IoU": 0.9059247603328402, + "TN": 130299060, + "TP": 423730, + "n_pred": 445909, + "n_ref": 445553 + }, + "8": { + "Dice": 0.9039410917506806, + "FN": 13057, + "FP": 33097, + "IoU": 0.8247194424928318, + "TN": 130503477, + "TP": 217161, + "n_pred": 250258, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8917245147841574, + "FN": 13907, + "FP": 7493, + "IoU": 0.8046054673946786, + "TN": 130657270, + "TP": 88122, + "n_pred": 95615, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9135427527428905, + "FN": 9835, + "FP": 26319, + "IoU": 0.8408455602364822, + "TN": 72008845, + "TP": 191009, + "n_pred": 217328, + "n_ref": 200844 + }, + "10": { + "Dice": 0.5526727939661212, + "FN": 35844, + "FP": 7570, + "IoU": 0.381857531359902, + "TN": 72165775, + "TP": 26819, + "n_pred": 34389, + "n_ref": 62663 + }, + "11": { + "Dice": 0.6202830188679245, + "FN": 1372, + "FP": 238, + "IoU": 0.4495726495726496, + "TN": 72233083, + "TP": 1315, + "n_pred": 1553, + "n_ref": 2687 + }, + "12": { + "Dice": 0.6591881918819188, + "FN": 1838, + "FP": 471, + "IoU": 0.4916336415675914, + "TN": 72231466, + "TP": 2233, + "n_pred": 2704, + "n_ref": 4071 + }, + "13": { + "Dice": 0.5581517994607147, + "FN": 37629, + "FP": 14316, + "IoU": 0.3871085730466999, + "TN": 72151254, + "TP": 32809, + "n_pred": 47125, + "n_ref": 70438 + }, + "14": { + "Dice": 0.45828562857785665, + "FN": 28013, + "FP": 80338, + "IoU": 0.2972571554581244, + "TN": 72081825, + "TP": 45832, + "n_pred": 126170, + "n_ref": 73845 + }, + "15": { + "Dice": 0.6139799907241767, + "FN": 5149, + "FP": 23982, + "IoU": 0.44298061111323567, + "TN": 72183710, + "TP": 23167, + "n_pred": 47149, + "n_ref": 28316 + }, + "2": { + "Dice": 0.9372109221534392, + "FN": 7541, + "FP": 8505, + "IoU": 0.881840942562592, + "TN": 72100208, + "TP": 119754, + "n_pred": 128259, + "n_ref": 127295 + }, + "3": { + "Dice": 0.9356919741718921, + "FN": 7685, + "FP": 14385, + "IoU": 0.879155236515159, + "TN": 72053377, + "TP": 160561, + "n_pred": 174946, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 63782, + "IoU": 0.0, + "TN": 72172226, + "TP": 0, + "n_pred": 63782, + "n_ref": 0 + }, + "5": { + "Dice": 0.8181499474132319, + "FN": 59, + "FP": 3572, + "IoU": 0.6922620561064498, + "TN": 72224209, + "TP": 8168, + "n_pred": 11740, + "n_ref": 8227 + }, + "6": { + "Dice": 0.935706292435492, + "FN": 126707, + "FP": 63636, + "IoU": 0.8791805173561809, + "TN": 70660575, + "TP": 1385090, + "n_pred": 1448726, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.6505005166411089, + "FN": 141583, + "FP": 70833, + "IoU": 0.48203094900193616, + "TN": 71825914, + "TP": 197678, + "n_pred": 268511, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9323113956390433, + "FN": 4448, + "FP": 4719, + "IoU": 0.8732053445461838, + "TN": 72163710, + "TP": 63131, + "n_pred": 67850, + "n_ref": 67579 + }, + "9": { + "Dice": 0.6520242307922989, + "FN": 22442, + "FP": 6567, + "IoU": 0.4837061953832737, + "TN": 72179821, + "TP": 27178, + "n_pred": 33745, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8367740739070073, + "FN": 5515, + "FP": 27052, + "IoU": 0.7193564510013443, + "TN": 52437076, + "TP": 83477, + "n_pred": 110529, + "n_ref": 88992 + }, + "10": { + "Dice": 0.4305014675148179, + "FN": 28336, + "FP": 21531, + "IoU": 0.2742923670232118, + "TN": 52484405, + "TP": 18848, + "n_pred": 40379, + "n_ref": 47184 + }, + "11": { + "Dice": 0.05058781617385109, + "FN": 1971, + "FP": 694, + "IoU": 0.025950292397660817, + "TN": 52550384, + "TP": 71, + "n_pred": 765, + "n_ref": 2042 + }, + "12": { + "Dice": 0.07997206216169024, + "FN": 3837, + "FP": 1432, + "IoU": 0.04165150963986904, + "TN": 52547622, + "TP": 229, + "n_pred": 1661, + "n_ref": 4066 + }, + "13": { + "Dice": 0.5348381372892896, + "FN": 8654, + "FP": 13891, + "IoU": 0.36503689517264687, + "TN": 52517614, + "TP": 12961, + "n_pred": 26852, + "n_ref": 21615 + }, + "14": { + "Dice": 0.6271792142337312, + "FN": 26967, + "FP": 7356, + "IoU": 0.45685439843020587, + "TN": 52489927, + "TP": 28870, + "n_pred": 36226, + "n_ref": 55837 + }, + "15": { + "Dice": 0.2795026431390068, + "FN": 14007, + "FP": 44055, + "IoU": 0.16245456119092955, + "TN": 52483796, + "TP": 11262, + "n_pred": 55317, + "n_ref": 25269 + }, + "2": { + "Dice": 0.5911059029157066, + "FN": 75554, + "FP": 6794, + "IoU": 0.4195531120039473, + "TN": 52411250, + "TP": 59522, + "n_pred": 66316, + "n_ref": 135076 + }, + "3": { + "Dice": 0.7912031870597693, + "FN": 11220, + "FP": 58382, + "IoU": 0.6545377838441494, + "TN": 52351645, + "TP": 131873, + "n_pred": 190255, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 3927, + "IoU": 0.0, + "TN": 52547313, + "TP": 0, + "n_pred": 3927, + "n_ref": 1880 + }, + "5": { + "Dice": 0.8057298772169168, + "FN": 376, + "FP": 2472, + "IoU": 0.6746630111948824, + "TN": 52544366, + "TP": 5906, + "n_pred": 8378, + "n_ref": 6282 + }, + "6": { + "Dice": 0.9356276017619586, + "FN": 53935, + "FP": 44986, + "IoU": 0.8790415866766119, + "TN": 51735310, + "TP": 718889, + "n_pred": 763875, + "n_ref": 772824 + }, + "7": { + "Dice": 0.578541072771472, + "FN": 110363, + "FP": 10130, + "IoU": 0.40700512810417633, + "TN": 52349926, + "TP": 82701, + "n_pred": 92831, + "n_ref": 193064 + }, + "8": { + "Dice": 0.9105370642399054, + "FN": 8704, + "FP": 1284, + "IoU": 0.8357669034464614, + "TN": 52492304, + "TP": 50828, + "n_pred": 52112, + "n_ref": 59532 + }, + "9": { + "Dice": 0.8546557003061775, + "FN": 14028, + "FP": 7761, + "IoU": 0.7461998113009749, + "TN": 52467269, + "TP": 64062, + "n_pred": 71823, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9747102066834341, + "FN": 11368, + "FP": 3232, + "IoU": 0.9506680092176487, + "TN": 143841296, + "TP": 281354, + "n_pred": 284586, + "n_ref": 292722 + }, + "10": { + "Dice": 0.8700491969094385, + "FN": 16132, + "FP": 8407, + "IoU": 0.7699885645726712, + "TN": 144030564, + "TP": 82147, + "n_pred": 90554, + "n_ref": 98279 + }, + "11": { + "Dice": 0.6551286698079014, + "FN": 3004, + "FP": 802, + "IoU": 0.4871311144050667, + "TN": 144129829, + "TP": 3615, + "n_pred": 4417, + "n_ref": 6619 + }, + "12": { + "Dice": 0.6671338472319551, + "FN": 2314, + "FP": 1011, + "IoU": 0.5005257623554153, + "TN": 144130593, + "TP": 3332, + "n_pred": 4343, + "n_ref": 5646 + }, + "13": { + "Dice": 0.7667538384134374, + "FN": 34960, + "FP": 7227, + "IoU": 0.6217362456064844, + "TN": 144025722, + "TP": 69341, + "n_pred": 76568, + "n_ref": 104301 + }, + "14": { + "Dice": 0.9626304926674821, + "FN": 16212, + "FP": 14369, + "IoU": 0.9279533337574005, + "TN": 143712789, + "TP": 393880, + "n_pred": 408249, + "n_ref": 410092 + }, + "15": { + "Dice": 0.5914824493255173, + "FN": 1729, + "FP": 27192, + "IoU": 0.419932608608448, + "TN": 144087392, + "TP": 20937, + "n_pred": 48129, + "n_ref": 22666 + }, + "2": { + "Dice": 0.8899358574104558, + "FN": 4774, + "FP": 28189, + "IoU": 0.8016976886888935, + "TN": 143971024, + "TP": 133263, + "n_pred": 161452, + "n_ref": 138037 + }, + "3": { + "Dice": 0.8960993834658139, + "FN": 28489, + "FP": 5300, + "IoU": 0.8117572995648953, + "TN": 143957753, + "TP": 145708, + "n_pred": 151008, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9295620121839722, + "FN": 2876, + "FP": 4443, + "IoU": 0.8683940805207415, + "TN": 144081637, + "TP": 48294, + "n_pred": 52737, + "n_ref": 51170 + }, + "5": { + "Dice": 0.7481579774417711, + "FN": 10707, + "FP": 3717, + "IoU": 0.5976456804931797, + "TN": 144101401, + "TP": 21425, + "n_pred": 25142, + "n_ref": 32132 + }, + "6": { + "Dice": 0.976820457651909, + "FN": 32902, + "FP": 30014, + "IoU": 0.9546911536270626, + "TN": 142748647, + "TP": 1325687, + "n_pred": 1355701, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.9452460703383505, + "FN": 16668, + "FP": 10255, + "IoU": 0.8961768652917675, + "TN": 143877934, + "TP": 232393, + "n_pred": 242648, + "n_ref": 249061 + }, + "8": { + "Dice": 0.885347392142229, + "FN": 16179, + "FP": 38972, + "IoU": 0.7942810036965336, + "TN": 143869161, + "TP": 212938, + "n_pred": 251910, + "n_ref": 229117 + }, + "9": { + "Dice": 0.890704435647104, + "FN": 9750, + "FP": 11039, + "IoU": 0.8029459994881468, + "TN": 144031751, + "TP": 84710, + "n_pred": 95749, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9655628052994717, + "FN": 7944, + "FP": 6755, + "IoU": 0.9334184909882365, + "TN": 111558153, + "TP": 206068, + "n_pred": 212823, + "n_ref": 214012 + }, + "10": { + "Dice": 0.6533054142985343, + "FN": 19794, + "FP": 8022, + "IoU": 0.4851177254553532, + "TN": 111724896, + "TP": 26208, + "n_pred": 34230, + "n_ref": 46002 + }, + "11": { + "Dice": 0.7313536874390074, + "FN": 1172, + "FP": 755, + "IoU": 0.5764835164835165, + "TN": 111774370, + "TP": 2623, + "n_pred": 3378, + "n_ref": 3795 + }, + "12": { + "Dice": 0.615764261866744, + "FN": 2539, + "FP": 108, + "IoU": 0.44484060402684567, + "TN": 111774152, + "TP": 2121, + "n_pred": 2229, + "n_ref": 4660 + }, + "13": { + "Dice": 0.6990042802432981, + "FN": 14157, + "FP": 19246, + "IoU": 0.5372840737508484, + "TN": 111706731, + "TP": 38786, + "n_pred": 58032, + "n_ref": 52943 + }, + "14": { + "Dice": 0.8660627697554217, + "FN": 10709, + "FP": 14427, + "IoU": 0.7637660592276534, + "TN": 111672517, + "TP": 81267, + "n_pred": 95694, + "n_ref": 91976 + }, + "15": { + "Dice": 0.7404708520179372, + "FN": 1485, + "FP": 4997, + "IoU": 0.5878949710725412, + "TN": 111763191, + "TP": 9247, + "n_pred": 14244, + "n_ref": 10732 + }, + "2": { + "Dice": 0.9546905606568216, + "FN": 12819, + "FP": 5547, + "IoU": 0.9133090401027113, + "TN": 111567064, + "TP": 193490, + "n_pred": 199037, + "n_ref": 206309 + }, + "3": { + "Dice": 0.911300139996348, + "FN": 3552, + "FP": 8106, + "IoU": 0.8370536026277168, + "TN": 111707375, + "TP": 59887, + "n_pred": 67993, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8553236845057781, + "FN": 3432, + "FP": 1726, + "IoU": 0.7472188189169321, + "TN": 111758515, + "TP": 15247, + "n_pred": 16973, + "n_ref": 18679 + }, + "5": { + "Dice": 0.613060235656866, + "FN": 12498, + "FP": 5071, + "IoU": 0.44202369231746436, + "TN": 111747433, + "TP": 13918, + "n_pred": 18989, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9714318796855846, + "FN": 26648, + "FP": 44409, + "IoU": 0.9444506984998084, + "TN": 110499750, + "TP": 1208113, + "n_pred": 1252522, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.9288215446696417, + "FN": 19955, + "FP": 13524, + "IoU": 0.867102526238905, + "TN": 111527004, + "TP": 218437, + "n_pred": 231961, + "n_ref": 238392 + }, + "8": { + "Dice": 0.8987118044296835, + "FN": 37498, + "FP": 16543, + "IoU": 0.816055059923959, + "TN": 111485131, + "TP": 239748, + "n_pred": 256291, + "n_ref": 277246 + }, + "9": { + "Dice": 0.8473233644613448, + "FN": 16053, + "FP": 7114, + "IoU": 0.7350919922701337, + "TN": 111691467, + "TP": 64286, + "n_pred": 71400, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8980644063470455, + "FN": 7073, + "FP": 28870, + "IoU": 0.8149881095771951, + "TN": 198893601, + "TP": 158331, + "n_pred": 187201, + "n_ref": 165404 + }, + "10": { + "Dice": 0.7466509744193291, + "FN": 19987, + "FP": 9289, + "IoU": 0.5957247017233761, + "TN": 199015459, + "TP": 43140, + "n_pred": 52429, + "n_ref": 63127 + }, + "11": { + "Dice": 0.7421913733267228, + "FN": 1441, + "FP": 639, + "IoU": 0.5900670082774931, + "TN": 199082801, + "TP": 2994, + "n_pred": 3633, + "n_ref": 4435 + }, + "12": { + "Dice": 0.7253381972944216, + "FN": 949, + "FP": 858, + "IoU": 0.5690436441688529, + "TN": 199083682, + "TP": 2386, + "n_pred": 3244, + "n_ref": 3335 + }, + "13": { + "Dice": 0.4026854515990343, + "FN": 23418, + "FP": 12704, + "IoU": 0.25210153629549875, + "TN": 199039577, + "TP": 12176, + "n_pred": 24880, + "n_ref": 35594 + }, + "14": { + "Dice": 0.543874528997094, + "FN": 27390, + "FP": 5415, + "IoU": 0.3735080113820828, + "TN": 199035512, + "TP": 19558, + "n_pred": 24973, + "n_ref": 46948 + }, + "15": { + "Dice": 0.8409658273678642, + "FN": 36831, + "FP": 1647, + "IoU": 0.7255746614080006, + "TN": 198947662, + "TP": 101735, + "n_pred": 103382, + "n_ref": 138566 + }, + "2": { + "Dice": 0.9361560968337092, + "FN": 3995, + "FP": 13134, + "IoU": 0.87997505465553, + "TN": 198945163, + "TP": 125583, + "n_pred": 138717, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9561259851730541, + "FN": 8054, + "FP": 3948, + "IoU": 0.9159400191904972, + "TN": 198945096, + "TP": 130777, + "n_pred": 134725, + "n_ref": 138831 + }, + "4": { + "Dice": 0.8489723495490167, + "FN": 2766, + "FP": 2341, + "IoU": 0.7375777195416474, + "TN": 199068414, + "TP": 14354, + "n_pred": 16695, + "n_ref": 17120 + }, + "5": { + "Dice": 0.6837611301146304, + "FN": 6975, + "FP": 5136, + "IoU": 0.5194810347563878, + "TN": 199062671, + "TP": 13093, + "n_pred": 18229, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9591610733249152, + "FN": 61949, + "FP": 31131, + "IoU": 0.9215269036765505, + "TN": 197901736, + "TP": 1093059, + "n_pred": 1124190, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.9022620788539562, + "FN": 13961, + "FP": 16850, + "IoU": 0.8219284962953545, + "TN": 198914849, + "TP": 142215, + "n_pred": 159065, + "n_ref": 156176 + }, + "8": { + "Dice": 0.9115308026075838, + "FN": 9639, + "FP": 11464, + "IoU": 0.8374429012702301, + "TN": 198958056, + "TP": 108716, + "n_pred": 120180, + "n_ref": 118355 + }, + "9": { + "Dice": 0.9135393671817513, + "FN": 9045, + "FP": 8815, + "IoU": 0.8408398239078902, + "TN": 198975661, + "TP": 94354, + "n_pred": 103169, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9459780236609365, + "FN": 11419, + "FP": 8335, + "IoU": 0.8974936432982201, + "TN": 130882482, + "TP": 172956, + "n_pred": 181291, + "n_ref": 184375 + }, + "10": { + "Dice": 0.8397655339747516, + "FN": 12808, + "FP": 13872, + "IoU": 0.7237895085565207, + "TN": 130978599, + "TP": 69913, + "n_pred": 83785, + "n_ref": 82721 + }, + "11": { + "Dice": 0.549700773609692, + "FN": 2188, + "FP": 897, + "IoU": 0.37902576489533013, + "TN": 131070224, + "TP": 1883, + "n_pred": 2780, + "n_ref": 4071 + }, + "12": { + "Dice": 0.7667844522968198, + "FN": 729, + "FP": 1647, + "IoU": 0.6217765042979942, + "TN": 131068910, + "TP": 3906, + "n_pred": 5553, + "n_ref": 4635 + }, + "13": { + "Dice": 0.5304380257759728, + "FN": 51758, + "FP": 16228, + "IoU": 0.3609497490271276, + "TN": 130968806, + "TP": 38400, + "n_pred": 54628, + "n_ref": 90158 + }, + "14": { + "Dice": 0.8699164441978989, + "FN": 6431, + "FP": 8577, + "IoU": 0.7697806412026384, + "TN": 131010002, + "TP": 50182, + "n_pred": 58759, + "n_ref": 56613 + }, + "15": { + "Dice": 0.7855254655466134, + "FN": 835, + "FP": 13769, + "IoU": 0.6468027474122086, + "TN": 131033844, + "TP": 26744, + "n_pred": 40513, + "n_ref": 27579 + }, + "2": { + "Dice": 0.9247925327234233, + "FN": 10650, + "FP": 13683, + "IoU": 0.8601061291602229, + "TN": 130901253, + "TP": 149606, + "n_pred": 163289, + "n_ref": 160256 + }, + "3": { + "Dice": 0.9377129993434149, + "FN": 10121, + "FP": 13785, + "IoU": 0.8827303720781928, + "TN": 130871337, + "TP": 179949, + "n_pred": 193734, + "n_ref": 190070 + }, + "4": { + "Dice": 0.8571686624568164, + "FN": 16137, + "FP": 2840, + "IoU": 0.7500395152792413, + "TN": 130999272, + "TP": 56943, + "n_pred": 59783, + "n_ref": 73080 + }, + "5": { + "Dice": 0.7745471152382403, + "FN": 4523, + "FP": 1401, + "IoU": 0.6320496894409938, + "TN": 131059092, + "TP": 10176, + "n_pred": 11577, + "n_ref": 14699 + }, + "6": { + "Dice": 0.9730526605672393, + "FN": 47544, + "FP": 31129, + "IoU": 0.9475195301686156, + "TN": 129576101, + "TP": 1420418, + "n_pred": 1451547, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.9403241299760432, + "FN": 45927, + "FP": 46887, + "IoU": 0.8873695783549216, + "TN": 130251134, + "TP": 731244, + "n_pred": 778131, + "n_ref": 777171 + }, + "8": { + "Dice": 0.925658140817263, + "FN": 8162, + "FP": 11117, + "IoU": 0.861604835467754, + "TN": 130935888, + "TP": 120025, + "n_pred": 131142, + "n_ref": 128187 + }, + "9": { + "Dice": 0.6988510520487264, + "FN": 25155, + "FP": 9653, + "IoU": 0.5371030373956062, + "TN": 130999996, + "TP": 40388, + "n_pred": 50041, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9812967262891991, + "FN": 4019, + "FP": 4044, + "IoU": 0.9632802324416391, + "TN": 101397618, + "TP": 211519, + "n_pred": 215563, + "n_ref": 215538 + }, + "10": { + "Dice": 0.836697042544865, + "FN": 8408, + "FP": 6197, + "IoU": 0.7192425990003845, + "TN": 101565180, + "TP": 37415, + "n_pred": 43612, + "n_ref": 45823 + }, + "11": { + "Dice": 0.8157443157443157, + "FN": 1156, + "FP": 562, + "IoU": 0.6888244883173338, + "TN": 101611679, + "TP": 3803, + "n_pred": 4365, + "n_ref": 4959 + }, + "12": { + "Dice": 0.7803325805789366, + "FN": 1689, + "FP": 451, + "IoU": 0.6397912809291365, + "TN": 101611259, + "TP": 3801, + "n_pred": 4252, + "n_ref": 5490 + }, + "13": { + "Dice": 0.8850395198947193, + "FN": 4265, + "FP": 10236, + "IoU": 0.7937855517633675, + "TN": 101546880, + "TP": 55819, + "n_pred": 66055, + "n_ref": 60084 + }, + "14": { + "Dice": 0.936387430548115, + "FN": 593, + "FP": 7719, + "IoU": 0.8803839456604643, + "TN": 101547711, + "TP": 61177, + "n_pred": 68896, + "n_ref": 61770 + }, + "15": { + "Dice": 0.8722255054218606, + "FN": 1534, + "FP": 7763, + "IoU": 0.7734041775329645, + "TN": 101576171, + "TP": 31732, + "n_pred": 39495, + "n_ref": 33266 + }, + "2": { + "Dice": 0.9590629974982943, + "FN": 3663, + "FP": 10737, + "IoU": 0.9213458597334498, + "TN": 101434120, + "TP": 168680, + "n_pred": 179417, + "n_ref": 172343 + }, + "3": { + "Dice": 0.9499395857896415, + "FN": 10626, + "FP": 6485, + "IoU": 0.9046523161279177, + "TN": 101437741, + "TP": 162348, + "n_pred": 168833, + "n_ref": 172974 + }, + "4": { + "Dice": 0.8229229503701673, + "FN": 1207, + "FP": 5251, + "IoU": 0.6991241147968692, + "TN": 101595736, + "TP": 15006, + "n_pred": 20257, + "n_ref": 16213 + }, + "5": { + "Dice": 0.7815948224877068, + "FN": 7244, + "FP": 5681, + "IoU": 0.6414900698990347, + "TN": 101581148, + "TP": 23127, + "n_pred": 28808, + "n_ref": 30371 + }, + "6": { + "Dice": 0.9855298988506079, + "FN": 34304, + "FP": 9726, + "IoU": 0.9714725921779312, + "TN": 100073772, + "TP": 1499398, + "n_pred": 1509124, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.9679404303286746, + "FN": 21675, + "FP": 5230, + "IoU": 0.9378726371743538, + "TN": 101184138, + "TP": 406157, + "n_pred": 411387, + "n_ref": 427832 + }, + "8": { + "Dice": 0.9497302370266917, + "FN": 18419, + "FP": 4185, + "IoU": 0.9042726645181236, + "TN": 101381071, + "TP": 213525, + "n_pred": 217710, + "n_ref": 231944 + }, + "9": { + "Dice": 0.9328474815543235, + "FN": 3685, + "FP": 7446, + "IoU": 0.8741463524942337, + "TN": 101528756, + "TP": 77313, + "n_pred": 84759, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.976222829303398, + "FN": 5400, + "FP": 4644, + "IoU": 0.9535501056730471, + "TN": 118965979, + "TP": 206189, + "n_pred": 210833, + "n_ref": 211589 + }, + "10": { + "Dice": 0.8579244706840391, + "FN": 13322, + "FP": 9010, + "IoU": 0.7511976648321042, + "TN": 119092454, + "TP": 67426, + "n_pred": 76436, + "n_ref": 80748 + }, + "11": { + "Dice": 0.6482343279496304, + "FN": 1670, + "FP": 900, + "IoU": 0.4795463750506278, + "TN": 119177274, + "TP": 2368, + "n_pred": 3268, + "n_ref": 4038 + }, + "12": { + "Dice": 0.6697168294794114, + "FN": 1427, + "FP": 1244, + "IoU": 0.5034393009853133, + "TN": 119176833, + "TP": 2708, + "n_pred": 3952, + "n_ref": 4135 + }, + "13": { + "Dice": 0.7313298850083358, + "FN": 7413, + "FP": 11442, + "IoU": 0.5764539389446728, + "TN": 119137695, + "TP": 25662, + "n_pred": 37104, + "n_ref": 33075 + }, + "14": { + "Dice": 0.0593827078194787, + "FN": 63640, + "FP": 6911, + "IoU": 0.030599906565170792, + "TN": 119109434, + "TP": 2227, + "n_pred": 9138, + "n_ref": 65867 + }, + "15": { + "Dice": 0.6511666299801893, + "FN": 8887, + "FP": 3791, + "IoU": 0.4827628411733507, + "TN": 119157701, + "TP": 11833, + "n_pred": 15624, + "n_ref": 20720 + }, + "2": { + "Dice": 0.9450513291253287, + "FN": 12546, + "FP": 8495, + "IoU": 0.89582683519737, + "TN": 118980231, + "TP": 180940, + "n_pred": 189435, + "n_ref": 193486 + }, + "3": { + "Dice": 0.9613802991131158, + "FN": 11257, + "FP": 3666, + "IoU": 0.9256326432978182, + "TN": 118981546, + "TP": 185743, + "n_pred": 189409, + "n_ref": 197000 + }, + "4": { + "Dice": 0.8885457198443579, + "FN": 6800, + "FP": 2366, + "IoU": 0.799444237796206, + "TN": 119136509, + "TP": 36537, + "n_pred": 38903, + "n_ref": 43337 + }, + "5": { + "Dice": 0.8800251256281407, + "FN": 2311, + "FP": 1891, + "IoU": 0.7857543466068424, + "TN": 119162599, + "TP": 15411, + "n_pred": 17302, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9687603929807573, + "FN": 58163, + "FP": 50235, + "IoU": 0.9394134848843917, + "TN": 117393068, + "TP": 1680746, + "n_pred": 1730981, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.9487090109927481, + "FN": 18651, + "FP": 11514, + "IoU": 0.9024228504884518, + "TN": 118873072, + "TP": 278975, + "n_pred": 290489, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9648344186159312, + "FN": 2597, + "FP": 3203, + "IoU": 0.9320580552204013, + "TN": 119096845, + "TP": 79567, + "n_pred": 82770, + "n_ref": 82164 + }, + "9": { + "Dice": 0.9186107401109667, + "FN": 7457, + "FP": 6376, + "IoU": 0.8494727793072679, + "TN": 119090315, + "TP": 78064, + "n_pred": 84440, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 67833, + "IoU": 0.0, + "TN": 61264647, + "TP": 0, + "n_pred": 67833, + "n_ref": 0 + }, + "10": { + "Dice": 0.7504214976785205, + "FN": 5497, + "FP": 13747, + "IoU": 0.6005396990140114, + "TN": 61284305, + "TP": 28931, + "n_pred": 42678, + "n_ref": 34428 + }, + "11": { + "Dice": 0.823402727925341, + "FN": 423, + "FP": 1053, + "IoU": 0.699816961561928, + "TN": 61327563, + "TP": 3441, + "n_pred": 4494, + "n_ref": 3864 + }, + "12": { + "Dice": 0.7469395946217138, + "FN": 1128, + "FP": 1394, + "IoU": 0.5960922485586163, + "TN": 61326236, + "TP": 3722, + "n_pred": 5116, + "n_ref": 4850 + }, + "13": { + "Dice": 0.5420270916023834, + "FN": 24906, + "FP": 22055, + "IoU": 0.37176760177121376, + "TN": 61257729, + "TP": 27790, + "n_pred": 49845, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9534830633284241, + "FN": 11610, + "FP": 13658, + "IoU": 0.9111014164385682, + "TN": 61048246, + "TP": 258966, + "n_pred": 272624, + "n_ref": 270576 + }, + "15": { + "Dice": 0.6806368037383983, + "FN": 19284, + "FP": 54799, + "IoU": 0.515882818064786, + "TN": 61179453, + "TP": 78944, + "n_pred": 133743, + "n_ref": 98228 + }, + "2": { + "Dice": 0.957305403592549, + "FN": 5377, + "FP": 8499, + "IoU": 0.9181071877526691, + "TN": 61163039, + "TP": 155565, + "n_pred": 164064, + "n_ref": 160942 + }, + "3": { + "Dice": 0.9645525039877446, + "FN": 6496, + "FP": 2482, + "IoU": 0.9315320262036041, + "TN": 61201353, + "TP": 122149, + "n_pred": 124631, + "n_ref": 128645 + }, + "4": { + "Dice": 0.9493272124696982, + "FN": 1657, + "FP": 2670, + "IoU": 0.9035422100358902, + "TN": 61287621, + "TP": 40532, + "n_pred": 43202, + "n_ref": 42189 + }, + "5": { + "Dice": 0.7197988299291799, + "FN": 1559, + "FP": 3901, + "IoU": 0.5622544696544536, + "TN": 61320007, + "TP": 7013, + "n_pred": 10914, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9724461339497864, + "FN": 27813, + "FP": 38959, + "IoU": 0.9463699822255992, + "TN": 60087431, + "TP": 1178277, + "n_pred": 1217236, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.5770682091821419, + "FN": 114840, + "FP": 16183, + "IoU": 0.4055487500567125, + "TN": 61112070, + "TP": 89387, + "n_pred": 105570, + "n_ref": 204227 + }, + "8": { + "Dice": 0.9418848261827437, + "FN": 3762, + "FP": 5919, + "IoU": 0.890153406254255, + "TN": 61244348, + "TP": 78451, + "n_pred": 84370, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8736986779859218, + "FN": 5844, + "FP": 10789, + "IoU": 0.7757237436457532, + "TN": 61258317, + "TP": 57530, + "n_pred": 68319, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9771236233889826, + "FN": 3121, + "FP": 5028, + "IoU": 0.9552704957625258, + "TN": 148925316, + "TP": 174035, + "n_pred": 179063, + "n_ref": 177156 + }, + "10": { + "Dice": 0.881639545594105, + "FN": 9629, + "FP": 7333, + "IoU": 0.7883321894303363, + "TN": 149027365, + "TP": 63173, + "n_pred": 70506, + "n_ref": 72802 + }, + "11": { + "Dice": 0.8265820421877916, + "FN": 390, + "FP": 539, + "IoU": 0.7044225262488069, + "TN": 149104357, + "TP": 2214, + "n_pred": 2753, + "n_ref": 2604 + }, + "12": { + "Dice": 0.3918088737201365, + "FN": 1523, + "FP": 259, + "IoU": 0.2436332767402377, + "TN": 149105144, + "TP": 574, + "n_pred": 833, + "n_ref": 2097 + }, + "13": { + "Dice": 0.7500046716456027, + "FN": 24163, + "FP": 15972, + "IoU": 0.6000059797287196, + "TN": 149007161, + "TP": 60204, + "n_pred": 76176, + "n_ref": 84367 + }, + "14": { + "Dice": 0.9207732099101552, + "FN": 5134, + "FP": 9998, + "IoU": 0.8531786074672049, + "TN": 149004436, + "TP": 87932, + "n_pred": 97930, + "n_ref": 93066 + }, + "15": { + "Dice": 0.8830294825115997, + "FN": 4453, + "FP": 4446, + "IoU": 0.7905575560733367, + "TN": 149065011, + "TP": 33590, + "n_pred": 38036, + "n_ref": 38043 + }, + "2": { + "Dice": 0.9393819551342505, + "FN": 2610, + "FP": 17316, + "IoU": 0.8856929784304727, + "TN": 148933180, + "TP": 154394, + "n_pred": 171710, + "n_ref": 157004 + }, + "3": { + "Dice": 0.7885781702213948, + "FN": 17308, + "FP": 5630, + "IoU": 0.6509525838456388, + "TN": 149041784, + "TP": 42778, + "n_pred": 48408, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9300154320987655, + "FN": 1727, + "FP": 1901, + "IoU": 0.8691858368789211, + "TN": 149079766, + "TP": 24106, + "n_pred": 26007, + "n_ref": 25833 + }, + "5": { + "Dice": 0.4588331398598392, + "FN": 23044, + "FP": 2130, + "IoU": 0.29771801595715003, + "TN": 149071654, + "TP": 10672, + "n_pred": 12802, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9753846292629461, + "FN": 24809, + "FP": 29765, + "IoU": 0.9519519783909802, + "TN": 147971678, + "TP": 1081248, + "n_pred": 1111013, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.9485711131148445, + "FN": 17392, + "FP": 10556, + "IoU": 0.9021733423407972, + "TN": 148821811, + "TP": 257741, + "n_pred": 268297, + "n_ref": 275133 + }, + "8": { + "Dice": 0.9560799810885671, + "FN": 14711, + "FP": 4983, + "IoU": 0.9158555864131596, + "TN": 148873450, + "TP": 214356, + "n_pred": 219339, + "n_ref": 229067 + }, + "9": { + "Dice": 0.8936570993878068, + "FN": 13477, + "FP": 4137, + "IoU": 0.8077577927180651, + "TN": 149015876, + "TP": 74010, + "n_pred": 78147, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9828069123807609, + "FN": 11756, + "FP": 5855, + "IoU": 0.9661950364616025, + "TN": 100191841, + "TP": 503348, + "n_pred": 509203, + "n_ref": 515104 + }, + "10": { + "Dice": 0.4879626411159304, + "FN": 22327, + "FP": 11554, + "IoU": 0.32271864067966016, + "TN": 100662775, + "TP": 16144, + "n_pred": 27698, + "n_ref": 38471 + }, + "11": { + "Dice": 0.43947198969735995, + "FN": 2116, + "FP": 1366, + "IoU": 0.2816174953579534, + "TN": 100707953, + "TP": 1365, + "n_pred": 2731, + "n_ref": 3481 + }, + "12": { + "Dice": 0.5731577073691705, + "FN": 2653, + "FP": 2143, + "IoU": 0.40169660678642716, + "TN": 100704784, + "TP": 3220, + "n_pred": 5363, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0014502912668294217, + "FN": 39125, + "FP": 2186, + "IoU": 0.0007256718511888924, + "TN": 100671459, + "TP": 30, + "n_pred": 2216, + "n_ref": 39155 + }, + "14": { + "Dice": 0.7883146418219168, + "FN": 42799, + "FP": 16866, + "IoU": 0.6505935195975662, + "TN": 100542039, + "TP": 111096, + "n_pred": 127962, + "n_ref": 153895 + }, + "15": { + "Dice": 0.8701217927295681, + "FN": 1533, + "FP": 26449, + "IoU": 0.7701022881321119, + "TN": 100591085, + "TP": 93733, + "n_pred": 120182, + "n_ref": 95266 + }, + "2": { + "Dice": 0.7530854678448244, + "FN": 86650, + "FP": 9420, + "IoU": 0.6039591715586043, + "TN": 100470224, + "TP": 146506, + "n_pred": 155926, + "n_ref": 233156 + }, + "3": { + "Dice": 0.7985872859474589, + "FN": 10380, + "FP": 97347, + "IoU": 0.664706871008304, + "TN": 100391508, + "TP": 213565, + "n_pred": 310912, + "n_ref": 223945 + }, + "4": { + "Dice": 0.6631906614785992, + "FN": 2259, + "FP": 54005, + "IoU": 0.4960996623588311, + "TN": 100601143, + "TP": 55393, + "n_pred": 109398, + "n_ref": 57652 + }, + "5": { + "Dice": 0.6205713840277507, + "FN": 8512, + "FP": 1223, + "IoU": 0.44987567811934903, + "TN": 100695104, + "TP": 7961, + "n_pred": 9184, + "n_ref": 16473 + }, + "6": { + "Dice": 0.9363463193274839, + "FN": 168402, + "FP": 91242, + "IoU": 0.880311267042728, + "TN": 98543473, + "TP": 1909683, + "n_pred": 2000925, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.6120154991531516, + "FN": 71843, + "FP": 55523, + "IoU": 0.44093828049214073, + "TN": 100484979, + "TP": 100455, + "n_pred": 155978, + "n_ref": 172298 + }, + "8": { + "Dice": 0.9313388761596946, + "FN": 2552, + "FP": 12701, + "IoU": 0.8715006613255154, + "TN": 100594099, + "TP": 103448, + "n_pred": 116149, + "n_ref": 106000 + }, + "9": { + "Dice": 0.7963759819983419, + "FN": 21163, + "FP": 20101, + "IoU": 0.6616484633802355, + "TN": 100590844, + "TP": 80692, + "n_pred": 100793, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.967080227447981, + "FN": 705, + "FP": 4546, + "IoU": 0.9362588006797766, + "TN": 78868320, + "TP": 77129, + "n_pred": 81675, + "n_ref": 77834 + }, + "10": { + "Dice": 0.7496849646735667, + "FN": 12470, + "FP": 5209, + "IoU": 0.5995968563857496, + "TN": 78906547, + "TP": 26474, + "n_pred": 31683, + "n_ref": 38944 + }, + "11": { + "Dice": 0.5908564814814815, + "FN": 347, + "FP": 1067, + "IoU": 0.41930184804928133, + "TN": 78948265, + "TP": 1021, + "n_pred": 2088, + "n_ref": 1368 + }, + "12": { + "Dice": 0.29636255217650564, + "FN": 2063, + "FP": 297, + "IoU": 0.17395869793489674, + "TN": 78947843, + "TP": 497, + "n_pred": 794, + "n_ref": 2560 + }, + "13": { + "Dice": 0.5048569410102437, + "FN": 36537, + "FP": 8319, + "IoU": 0.337664638828185, + "TN": 78882976, + "TP": 22868, + "n_pred": 31187, + "n_ref": 59405 + }, + "14": { + "Dice": 0.32224263455126895, + "FN": 20165, + "FP": 9718, + "IoU": 0.19206748316976235, + "TN": 78913713, + "TP": 7104, + "n_pred": 16822, + "n_ref": 27269 + }, + "15": { + "Dice": 0.9116293466485293, + "FN": 3160, + "FP": 7689, + "IoU": 0.8376092683510957, + "TN": 78883892, + "TP": 55959, + "n_pred": 63648, + "n_ref": 59119 + }, + "2": { + "Dice": 0.903057967827239, + "FN": 15942, + "FP": 2131, + "IoU": 0.8232504009701521, + "TN": 78848448, + "TP": 84179, + "n_pred": 86310, + "n_ref": 100121 + }, + "3": { + "Dice": 0.9067243700501998, + "FN": 1500, + "FP": 15613, + "IoU": 0.8293648419583208, + "TN": 78850410, + "TP": 83177, + "n_pred": 98790, + "n_ref": 84677 + }, + "4": { + "Dice": 0.875, + "FN": 286, + "FP": 4526, + "IoU": 0.7777777777777778, + "TN": 78929046, + "TP": 16842, + "n_pred": 21368, + "n_ref": 17128 + }, + "5": { + "Dice": 0.5566749179667262, + "FN": 20293, + "FP": 2810, + "IoU": 0.3856892150606254, + "TN": 78913092, + "TP": 14505, + "n_pred": 17315, + "n_ref": 34798 + }, + "6": { + "Dice": 0.9656431071232148, + "FN": 23221, + "FP": 25442, + "IoU": 0.9335685910474656, + "TN": 78218170, + "TP": 683867, + "n_pred": 709309, + "n_ref": 707088 + }, + "7": { + "Dice": 0.819521567783396, + "FN": 199474, + "FP": 30281, + "IoU": 0.6942283276150728, + "TN": 78199306, + "TP": 521639, + "n_pred": 551920, + "n_ref": 721113 + }, + "8": { + "Dice": 0.8928874250205338, + "FN": 62052, + "FP": 2501, + "IoU": 0.8065010236534386, + "TN": 78617091, + "TP": 269056, + "n_pred": 271557, + "n_ref": 331108 + }, + "9": { + "Dice": 0.7208445355242625, + "FN": 18707, + "FP": 10989, + "IoU": 0.5635316078016374, + "TN": 78882663, + "TP": 38341, + "n_pred": 49330, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.98238208347472, + "FN": 3447, + "FP": 1745, + "IoU": 0.9653742013791632, + "TN": 104854494, + "TP": 144754, + "n_pred": 146499, + "n_ref": 148201 + }, + "10": { + "Dice": 0.8725664235287225, + "FN": 12767, + "FP": 8984, + "IoU": 0.7739404269471408, + "TN": 104908222, + "TP": 74467, + "n_pred": 83451, + "n_ref": 87234 + }, + "11": { + "Dice": 0.8432445882060214, + "FN": 942, + "FP": 318, + "IoU": 0.7289739728973973, + "TN": 104999791, + "TP": 3389, + "n_pred": 3707, + "n_ref": 4331 + }, + "12": { + "Dice": 0.7490556900726393, + "FN": 966, + "FP": 1625, + "IoU": 0.598792195726231, + "TN": 104997982, + "TP": 3867, + "n_pred": 5492, + "n_ref": 4833 + }, + "13": { + "Dice": 0.8982415257074745, + "FN": 10749, + "FP": 4447, + "IoU": 0.8152798881662918, + "TN": 104922175, + "TP": 67069, + "n_pred": 71516, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9613265824900583, + "FN": 1065, + "FP": 4488, + "IoU": 0.9255330561888159, + "TN": 104929870, + "TP": 69017, + "n_pred": 73505, + "n_ref": 70082 + }, + "15": { + "Dice": 0.9087584783249779, + "FN": 1248, + "FP": 3393, + "IoU": 0.8327748351529565, + "TN": 104976687, + "TP": 23112, + "n_pred": 26505, + "n_ref": 24360 + }, + "2": { + "Dice": 0.9716635980281523, + "FN": 7151, + "FP": 2391, + "IoU": 0.9448888478176746, + "TN": 104831299, + "TP": 163599, + "n_pred": 165990, + "n_ref": 170750 + }, + "3": { + "Dice": 0.9762079576566258, + "FN": 3965, + "FP": 3326, + "IoU": 0.9535217283210832, + "TN": 104847571, + "TP": 149578, + "n_pred": 152904, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 105004419, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "5": { + "Dice": 0.7448216478242151, + "FN": 6725, + "FP": 9278, + "IoU": 0.5933990548300219, + "TN": 104965082, + "TP": 23355, + "n_pred": 32633, + "n_ref": 30080 + }, + "6": { + "Dice": 0.982728489422542, + "FN": 23216, + "FP": 19409, + "IoU": 0.9660434595919161, + "TN": 103749159, + "TP": 1212656, + "n_pred": 1232065, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.9317000232020556, + "FN": 13250, + "FP": 18542, + "IoU": 0.8721333365509142, + "TN": 104755806, + "TP": 216842, + "n_pred": 235384, + "n_ref": 230092 + }, + "8": { + "Dice": 0.9629843512763374, + "FN": 17660, + "FP": 9133, + "IoU": 0.928611205107231, + "TN": 104629129, + "TP": 348518, + "n_pred": 357651, + "n_ref": 366178 + }, + "9": { + "Dice": 0.935379573522781, + "FN": 8499, + "FP": 3253, + "IoU": 0.8786038199716962, + "TN": 104907633, + "TP": 85055, + "n_pred": 88308, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9876164536831736, + "FN": 8552, + "FP": 1719, + "IoU": 0.9755358601749718, + "TN": 177256449, + "TP": 409568, + "n_pred": 411287, + "n_ref": 418120 + }, + "10": { + "Dice": 0.7445809396589168, + "FN": 26533, + "FP": 4634, + "IoU": 0.5930935439650108, + "TN": 177599693, + "TP": 45428, + "n_pred": 50062, + "n_ref": 71961 + }, + "11": { + "Dice": 0.7848280751506558, + "FN": 1422, + "FP": 399, + "IoU": 0.6458576429404901, + "TN": 177671146, + "TP": 3321, + "n_pred": 3720, + "n_ref": 4743 + }, + "12": { + "Dice": 0.7635672312478397, + "FN": 780, + "FP": 1956, + "IoU": 0.6175566116857703, + "TN": 177669134, + "TP": 4418, + "n_pred": 6374, + "n_ref": 5198 + }, + "13": { + "Dice": 0.8995209098817206, + "FN": 7801, + "FP": 7677, + "IoU": 0.8173902784332232, + "TN": 177591528, + "TP": 69282, + "n_pred": 76959, + "n_ref": 77083 + }, + "14": { + "Dice": 0.943623110289777, + "FN": 2716, + "FP": 6070, + "IoU": 0.8932636821964405, + "TN": 177593973, + "TP": 73529, + "n_pred": 79599, + "n_ref": 76245 + }, + "15": { + "Dice": 0.3936469420393757, + "FN": 1755, + "FP": 64215, + "IoU": 0.2450563032134029, + "TN": 177588904, + "TP": 21414, + "n_pred": 85629, + "n_ref": 23169 + }, + "2": { + "Dice": 0.9786233553714345, + "FN": 6250, + "FP": 2842, + "IoU": 0.9581415049169459, + "TN": 177459080, + "TP": 208116, + "n_pred": 210958, + "n_ref": 214366 + }, + "3": { + "Dice": 0.9824521199828373, + "FN": 5548, + "FP": 1650, + "IoU": 0.9655094755504444, + "TN": 177467593, + "TP": 201497, + "n_pred": 203147, + "n_ref": 207045 + }, + "4": { + "Dice": 0.9000564971751412, + "FN": 2571, + "FP": 4505, + "IoU": 0.8182752067389183, + "TN": 177637350, + "TP": 31862, + "n_pred": 36367, + "n_ref": 34433 + }, + "5": { + "Dice": 0.7166614254795686, + "FN": 11810, + "FP": 3507, + "IoU": 0.5584351937269373, + "TN": 177641600, + "TP": 19371, + "n_pred": 22878, + "n_ref": 31181 + }, + "6": { + "Dice": 0.9633954420419643, + "FN": 89968, + "FP": 40401, + "IoU": 0.9293760428178292, + "TN": 175830328, + "TP": 1715591, + "n_pred": 1755992, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.8893797519407335, + "FN": 12054, + "FP": 76537, + "IoU": 0.800795549599302, + "TN": 177231564, + "TP": 356133, + "n_pred": 432670, + "n_ref": 368187 + }, + "8": { + "Dice": 0.8893619732969551, + "FN": 11035, + "FP": 35842, + "IoU": 0.8007667231933766, + "TN": 177441001, + "TP": 188410, + "n_pred": 224252, + "n_ref": 199445 + }, + "9": { + "Dice": 0.9373187232157152, + "FN": 9351, + "FP": 7484, + "IoU": 0.8820318412422569, + "TN": 177533580, + "TP": 125873, + "n_pred": 133357, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9755661517689658, + "FN": 4257, + "FP": 4900, + "IoU": 0.9522978506162678, + "TN": 193813573, + "TP": 182805, + "n_pred": 187705, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8995615025371059, + "FN": 11347, + "FP": 5557, + "IoU": 0.8174573177974795, + "TN": 193912932, + "TP": 75699, + "n_pred": 81256, + "n_ref": 87046 + }, + "11": { + "Dice": 0.7825943629470908, + "FN": 738, + "FP": 581, + "IoU": 0.6428378012455997, + "TN": 194001842, + "TP": 2374, + "n_pred": 2955, + "n_ref": 3112 + }, + "12": { + "Dice": 0.7682982270040916, + "FN": 1415, + "FP": 114, + "IoU": 0.62376968503937, + "TN": 194001471, + "TP": 2535, + "n_pred": 2649, + "n_ref": 3950 + }, + "13": { + "Dice": 0.8277331208189975, + "FN": 12867, + "FP": 9614, + "IoU": 0.7060961420297813, + "TN": 193929044, + "TP": 54010, + "n_pred": 63624, + "n_ref": 66877 + }, + "14": { + "Dice": 0.9114130301619582, + "FN": 1507, + "FP": 12955, + "IoU": 0.8372441113249378, + "TN": 193916678, + "TP": 74395, + "n_pred": 87350, + "n_ref": 75902 + }, + "15": { + "Dice": 0.8098013512150852, + "FN": 889, + "FP": 8542, + "IoU": 0.6803917581672767, + "TN": 193976027, + "TP": 20077, + "n_pred": 28619, + "n_ref": 20966 + }, + "2": { + "Dice": 0.9733780419651475, + "FN": 4786, + "FP": 2550, + "IoU": 0.9481367842826743, + "TN": 193864086, + "TP": 134113, + "n_pred": 136663, + "n_ref": 138899 + }, + "3": { + "Dice": 0.9669480943062156, + "FN": 4851, + "FP": 4016, + "IoU": 0.9360111423025019, + "TN": 193866964, + "TP": 129704, + "n_pred": 133720, + "n_ref": 134555 + }, + "4": { + "Dice": 0.9284660766961652, + "FN": 885, + "FP": 2219, + "IoU": 0.8664831383344804, + "TN": 193982287, + "TP": 20144, + "n_pred": 22363, + "n_ref": 21029 + }, + "5": { + "Dice": 0.6506059225512528, + "FN": 9419, + "FP": 9754, + "IoU": 0.48214671564390665, + "TN": 193968511, + "TP": 17851, + "n_pred": 27605, + "n_ref": 27270 + }, + "6": { + "Dice": 0.96702945170442, + "FN": 27885, + "FP": 64669, + "IoU": 0.936163623735484, + "TN": 192555672, + "TP": 1357309, + "n_pred": 1421978, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.9557008492894168, + "FN": 19324, + "FP": 8733, + "IoU": 0.9151600368908847, + "TN": 193674830, + "TP": 302648, + "n_pred": 311381, + "n_ref": 321972 + }, + "8": { + "Dice": 0.9513532031517643, + "FN": 13688, + "FP": 9600, + "IoU": 0.9072198627899379, + "TN": 193754533, + "TP": 227714, + "n_pred": 237314, + "n_ref": 241402 + }, + "9": { + "Dice": 0.9299808577784676, + "FN": 8539, + "FP": 4995, + "IoU": 0.8691254399876224, + "TN": 193902123, + "TP": 89878, + "n_pred": 94873, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9706630006225357, + "FN": 2190, + "FP": 4596, + "IoU": 0.9429982612201698, + "TN": 99536751, + "TP": 112263, + "n_pred": 116859, + "n_ref": 114453 + }, + "10": { + "Dice": 0.8715035626219687, + "FN": 14076, + "FP": 2912, + "IoU": 0.77226966231886, + "TN": 99581203, + "TP": 57609, + "n_pred": 60521, + "n_ref": 71685 + }, + "11": { + "Dice": 0.7745366150106351, + "FN": 1093, + "FP": 391, + "IoU": 0.6320357054302008, + "TN": 99651767, + "TP": 2549, + "n_pred": 2940, + "n_ref": 3642 + }, + "12": { + "Dice": 0.6324005330287454, + "FN": 1907, + "FP": 24, + "IoU": 0.4624164810690423, + "TN": 99652208, + "TP": 1661, + "n_pred": 1685, + "n_ref": 3568 + }, + "13": { + "Dice": 0.6944226237234878, + "FN": 17143, + "FP": 7753, + "IoU": 0.5318892900120337, + "TN": 99602616, + "TP": 28288, + "n_pred": 36041, + "n_ref": 45431 + }, + "14": { + "Dice": 0.6636218578729506, + "FN": 25443, + "FP": 3649, + "IoU": 0.49658239457336173, + "TN": 99598011, + "TP": 28697, + "n_pred": 32346, + "n_ref": 54140 + }, + "15": { + "Dice": 0.7449853113055565, + "FN": 14363, + "FP": 1783, + "IoU": 0.5936068462119305, + "TN": 99616070, + "TP": 23584, + "n_pred": 25367, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9647246284949644, + "FN": 5167, + "FP": 2847, + "IoU": 0.9318531620166838, + "TN": 99538201, + "TP": 109585, + "n_pred": 112432, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9660713488232356, + "FN": 4832, + "FP": 3525, + "IoU": 0.9343694535630703, + "TN": 99528466, + "TP": 118977, + "n_pred": 122502, + "n_ref": 123809 + }, + "4": { + "Dice": 0.9155017507668087, + "FN": 2042, + "FP": 1071, + "IoU": 0.8441707964158782, + "TN": 99635823, + "TP": 16864, + "n_pred": 17935, + "n_ref": 18906 + }, + "5": { + "Dice": 0.8931801183110084, + "FN": 398, + "FP": 1173, + "IoU": 0.8069787443174837, + "TN": 99647661, + "TP": 6568, + "n_pred": 7741, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9726060712274079, + "FN": 44367, + "FP": 29412, + "IoU": 0.9466729790678848, + "TN": 98272280, + "TP": 1309741, + "n_pred": 1339153, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.9104336333761966, + "FN": 14042, + "FP": 16048, + "IoU": 0.8355926369105184, + "TN": 99472779, + "TP": 152931, + "n_pred": 168979, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9675461728321489, + "FN": 3508, + "FP": 3027, + "IoU": 0.9371326323485556, + "TN": 99551851, + "TP": 97414, + "n_pred": 100441, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9332680417363978, + "FN": 8818, + "FP": 3583, + "IoU": 0.874885236639527, + "TN": 99556683, + "TP": 86716, + "n_pred": 90299, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9730090793257188, + "FN": 21570, + "FP": 2028, + "IoU": 0.947436885505161, + "TN": 62634574, + "TP": 425348, + "n_pred": 427376, + "n_ref": 446918 + }, + "10": { + "Dice": 0.9076532633092259, + "FN": 8973, + "FP": 3617, + "IoU": 0.8309204695012221, + "TN": 63009058, + "TP": 61872, + "n_pred": 65489, + "n_ref": 70845 + }, + "11": { + "Dice": 0.761723096487045, + "FN": 1149, + "FP": 350, + "IoU": 0.6151476251604622, + "TN": 63079625, + "TP": 2396, + "n_pred": 2746, + "n_ref": 3545 + }, + "12": { + "Dice": 0.7975516449885234, + "FN": 896, + "FP": 427, + "IoU": 0.6632730974802749, + "TN": 63079591, + "TP": 2606, + "n_pred": 3033, + "n_ref": 3502 + }, + "13": { + "Dice": 0.763420899259611, + "FN": 10288, + "FP": 11632, + "IoU": 0.6173651962923525, + "TN": 63026233, + "TP": 35367, + "n_pred": 46999, + "n_ref": 45655 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9819572917720878, + "FN": 2688, + "FP": 1769, + "IoU": 0.9645541231579199, + "TN": 62957779, + "TP": 121284, + "n_pred": 123053, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9852521725484041, + "FN": 2026, + "FP": 1733, + "IoU": 0.970933019903806, + "TN": 62954198, + "TP": 125563, + "n_pred": 127296, + "n_ref": 127589 + }, + "4": { + "Dice": 0.14905496081544845, + "FN": 16574, + "FP": 39, + "IoU": 0.08052911224263892, + "TN": 63065452, + "TP": 1455, + "n_pred": 1494, + "n_ref": 18029 + }, + "5": { + "Dice": 0.6619637492827488, + "FN": 7148, + "FP": 2867, + "IoU": 0.4947278139347157, + "TN": 63063699, + "TP": 9806, + "n_pred": 12673, + "n_ref": 16954 + }, + "6": { + "Dice": 0.9324300666741163, + "FN": 128351, + "FP": 16773, + "IoU": 0.8734135699843516, + "TN": 61937078, + "TP": 1001318, + "n_pred": 1018091, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.894012483715929, + "FN": 5336, + "FP": 30543, + "IoU": 0.8083386752136752, + "TN": 62896320, + "TP": 151321, + "n_pred": 181864, + "n_ref": 156657 + }, + "8": { + "Dice": 0.945510961338379, + "FN": 9267, + "FP": 2569, + "IoU": 0.8966531909506056, + "TN": 62968993, + "TP": 102691, + "n_pred": 105260, + "n_ref": 111958 + }, + "9": { + "Dice": 0.9071546177470019, + "FN": 4046, + "FP": 3905, + "IoU": 0.8300850536393555, + "TN": 63036726, + "TP": 38843, + "n_pred": 42748, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9812678076420913, + "FN": 7353, + "FP": 4297, + "IoU": 0.9632245010054075, + "TN": 109292031, + "TP": 305137, + "n_pred": 309434, + "n_ref": 312490 + }, + "10": { + "Dice": 0.6449869719059544, + "FN": 24311, + "FP": 45721, + "IoU": 0.4760005686537123, + "TN": 109475169, + "TP": 63617, + "n_pred": 109338, + "n_ref": 87928 + }, + "11": { + "Dice": 0.6987648673376029, + "FN": 1411, + "FP": 1223, + "IoU": 0.5370012304447179, + "TN": 109603129, + "TP": 3055, + "n_pred": 4278, + "n_ref": 4466 + }, + "12": { + "Dice": 0.7961990497624406, + "FN": 897, + "FP": 733, + "IoU": 0.661404237640216, + "TN": 109604004, + "TP": 3184, + "n_pred": 3917, + "n_ref": 4081 + }, + "13": { + "Dice": 0.6384089654879653, + "FN": 35662, + "FP": 15446, + "IoU": 0.4688698363211224, + "TN": 109512593, + "TP": 45117, + "n_pred": 60563, + "n_ref": 80779 + }, + "14": { + "Dice": 0.7543670399485074, + "FN": 33628, + "FP": 7587, + "IoU": 0.6056094083423442, + "TN": 109504315, + "TP": 63288, + "n_pred": 70875, + "n_ref": 96916 + }, + "15": { + "Dice": 0.9205436437752409, + "FN": 6211, + "FP": 10591, + "IoU": 0.8527844951459713, + "TN": 109494686, + "TP": 97330, + "n_pred": 107921, + "n_ref": 103541 + }, + "2": { + "Dice": 0.882474927058194, + "FN": 42567, + "FP": 3111, + "IoU": 0.7896690181054647, + "TN": 109391646, + "TP": 171494, + "n_pred": 174605, + "n_ref": 214061 + }, + "3": { + "Dice": 0.9116229903614226, + "FN": 8526, + "FP": 37457, + "IoU": 0.837598536433758, + "TN": 109325674, + "TP": 237161, + "n_pred": 274618, + "n_ref": 245687 + }, + "4": { + "Dice": 0.6694175487884413, + "FN": 23603, + "FP": 2755, + "IoU": 0.50310114054105, + "TN": 109555773, + "TP": 26687, + "n_pred": 29442, + "n_ref": 50290 + }, + "5": { + "Dice": 0.7177893309222423, + "FN": 4201, + "FP": 793, + "IoU": 0.559806081974438, + "TN": 109597473, + "TP": 6351, + "n_pred": 7144, + "n_ref": 10552 + }, + "6": { + "Dice": 0.9680535620803391, + "FN": 47568, + "FP": 31825, + "IoU": 0.9380850851444132, + "TN": 108326526, + "TP": 1202899, + "n_pred": 1234724, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.8737780752784787, + "FN": 254192, + "FP": 18475, + "IoU": 0.7758489300361793, + "TN": 108392375, + "TP": 943776, + "n_pred": 962251, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9574102241915218, + "FN": 2556, + "FP": 5172, + "IoU": 0.9183000317158262, + "TN": 109514228, + "TP": 86862, + "n_pred": 92034, + "n_ref": 89418 + }, + "9": { + "Dice": 0.7946154673016975, + "FN": 7151, + "FP": 17688, + "IoU": 0.6592215560647011, + "TN": 109535929, + "TP": 48050, + "n_pred": 65738, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9446523864456856, + "FN": 1864, + "FP": 4805, + "IoU": 0.8951101744231768, + "TN": 67003771, + "TP": 56912, + "n_pred": 61717, + "n_ref": 58776 + }, + "10": { + "Dice": 0.7490921119812454, + "FN": 26712, + "FP": 8179, + "IoU": 0.5988387467663122, + "TN": 66980377, + "TP": 52084, + "n_pred": 60263, + "n_ref": 78796 + }, + "11": { + "Dice": 0.4735891647855531, + "FN": 2077, + "FP": 255, + "IoU": 0.3102632357290742, + "TN": 67063971, + "TP": 1049, + "n_pred": 1304, + "n_ref": 3126 + }, + "12": { + "Dice": 0.4878048780487805, + "FN": 2221, + "FP": 68, + "IoU": 0.3225806451612903, + "TN": 67063973, + "TP": 1090, + "n_pred": 1158, + "n_ref": 3311 + }, + "13": { + "Dice": 0.5203325774754346, + "FN": 21001, + "FP": 10729, + "IoU": 0.351655087862689, + "TN": 67018412, + "TP": 17210, + "n_pred": 27939, + "n_ref": 38211 + }, + "14": { + "Dice": 0.8308259091163781, + "FN": 16165, + "FP": 7989, + "IoU": 0.7106092374049002, + "TN": 66983887, + "TP": 59311, + "n_pred": 67300, + "n_ref": 75476 + }, + "15": { + "Dice": 0.3067099414379454, + "FN": 18321, + "FP": 40635, + "IoU": 0.18113254718946623, + "TN": 66995355, + "TP": 13041, + "n_pred": 53676, + "n_ref": 31362 + }, + "2": { + "Dice": 0.9084672795670804, + "FN": 10561, + "FP": 16739, + "IoU": 0.8322858880554378, + "TN": 66904575, + "TP": 135477, + "n_pred": 152216, + "n_ref": 146038 + }, + "3": { + "Dice": 0.912044577247137, + "FN": 18133, + "FP": 9301, + "IoU": 0.8383106128920087, + "TN": 66897681, + "TP": 142237, + "n_pred": 151538, + "n_ref": 160370 + }, + "4": { + "Dice": 0.014617434335744195, + "FN": 12943, + "FP": 0, + "IoU": 0.0073625278012117495, + "TN": 67054313, + "TP": 96, + "n_pred": 96, + "n_ref": 13039 + }, + "5": { + "Dice": 0.7837614830298696, + "FN": 1797, + "FP": 2134, + "IoU": 0.6444142921754862, + "TN": 67056297, + "TP": 7124, + "n_pred": 9258, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9724243895687749, + "FN": 43508, + "FP": 15269, + "IoU": 0.9463287953678601, + "TN": 65972221, + "TP": 1036354, + "n_pred": 1051623, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.9343410282575811, + "FN": 27026, + "FP": 18593, + "IoU": 0.8767730137249022, + "TN": 66697149, + "TP": 324584, + "n_pred": 343177, + "n_ref": 351610 + }, + "8": { + "Dice": 0.9635372632260618, + "FN": 5368, + "FP": 713, + "IoU": 0.9296400430421049, + "TN": 66980925, + "TP": 80346, + "n_pred": 81059, + "n_ref": 85714 + }, + "9": { + "Dice": 0.9008247786717785, + "FN": 5914, + "FP": 9814, + "IoU": 0.8195461116592855, + "TN": 66980194, + "TP": 71430, + "n_pred": 81244, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9175690124703895, + "FN": 24890, + "FP": 3018, + "IoU": 0.8476928534395721, + "TN": 74336045, + "TP": 155327, + "n_pred": 158345, + "n_ref": 180217 + }, + "10": { + "Dice": 0.7574127337531414, + "FN": 16517, + "FP": 8870, + "IoU": 0.6095449022593395, + "TN": 74454261, + "TP": 39632, + "n_pred": 48502, + "n_ref": 56149 + }, + "11": { + "Dice": 0.7272188472366277, + "FN": 933, + "FP": 908, + "IoU": 0.5713620488940628, + "TN": 74514985, + "TP": 2454, + "n_pred": 3362, + "n_ref": 3387 + }, + "12": { + "Dice": 0.5423297262889879, + "FN": 1349, + "FP": 89, + "IoU": 0.3720524017467249, + "TN": 74516990, + "TP": 852, + "n_pred": 941, + "n_ref": 2201 + }, + "13": { + "Dice": 0.5890345284847248, + "FN": 14017, + "FP": 26272, + "IoU": 0.4174691304473555, + "TN": 74450118, + "TP": 28873, + "n_pred": 55145, + "n_ref": 42890 + }, + "14": { + "Dice": 0.774447537176865, + "FN": 6745, + "FP": 7922, + "IoU": 0.6319170828418702, + "TN": 74479433, + "TP": 25180, + "n_pred": 33102, + "n_ref": 31925 + }, + "15": { + "Dice": 0.830416854360858, + "FN": 6394, + "FP": 3394, + "IoU": 0.710010961988564, + "TN": 74485527, + "TP": 23965, + "n_pred": 27359, + "n_ref": 30359 + }, + "2": { + "Dice": 0.9732588580695078, + "FN": 3169, + "FP": 4400, + "IoU": 0.9479106449748121, + "TN": 74373972, + "TP": 137739, + "n_pred": 142139, + "n_ref": 140908 + }, + "3": { + "Dice": 0.977061697240286, + "FN": 4641, + "FP": 2449, + "IoU": 0.9551521285343791, + "TN": 74361190, + "TP": 151000, + "n_pred": 153449, + "n_ref": 155641 + }, + "4": { + "Dice": 0.7848614552827213, + "FN": 4568, + "FP": 207, + "IoU": 0.6459028550241008, + "TN": 74505795, + "TP": 8710, + "n_pred": 8917, + "n_ref": 13278 + }, + "5": { + "Dice": 0.7337255824899976, + "FN": 2360, + "FP": 3297, + "IoU": 0.5794364731246747, + "TN": 74505829, + "TP": 7794, + "n_pred": 11091, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9711094992319413, + "FN": 42863, + "FP": 50140, + "IoU": 0.9438414471773388, + "TN": 72863201, + "TP": 1563076, + "n_pred": 1613216, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.7934962420477955, + "FN": 53750, + "FP": 5295, + "IoU": 0.657682362626532, + "TN": 74346794, + "TP": 113441, + "n_pred": 118736, + "n_ref": 167191 + }, + "8": { + "Dice": 0.966366013274131, + "FN": 1916, + "FP": 2432, + "IoU": 0.934920896259598, + "TN": 74452469, + "TP": 62463, + "n_pred": 64895, + "n_ref": 64379 + }, + "9": { + "Dice": 0.943243477883405, + "FN": 5940, + "FP": 4520, + "IoU": 0.8925835404300766, + "TN": 74421902, + "TP": 86918, + "n_pred": 91438, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9550510087988681, + "FN": 3806, + "FP": 22467, + "IoU": 0.9139690232162153, + "TN": 65745790, + "TP": 279117, + "n_pred": 301584, + "n_ref": 282923 + }, + "10": { + "Dice": 0.8121185701830863, + "FN": 20191, + "FP": 9117, + "IoU": 0.6836697247706423, + "TN": 65958530, + "TP": 63342, + "n_pred": 72459, + "n_ref": 83533 + }, + "11": { + "Dice": 0.6268834850067134, + "FN": 1536, + "FP": 965, + "IoU": 0.4565406345067362, + "TN": 66046578, + "TP": 2101, + "n_pred": 3066, + "n_ref": 3637 + }, + "12": { + "Dice": 0.7711176368975643, + "FN": 794, + "FP": 531, + "IoU": 0.6274950801236997, + "TN": 66047623, + "TP": 2232, + "n_pred": 2763, + "n_ref": 3026 + }, + "13": { + "Dice": 0.7585500377702122, + "FN": 10974, + "FP": 12359, + "IoU": 0.6110194215220471, + "TN": 65991195, + "TP": 36652, + "n_pred": 49011, + "n_ref": 47626 + }, + "14": { + "Dice": 0.9470364545628531, + "FN": 1763, + "FP": 4602, + "IoU": 0.8994009893948254, + "TN": 65987909, + "TP": 56906, + "n_pred": 61508, + "n_ref": 58669 + }, + "15": { + "Dice": 0.8549796641985609, + "FN": 4100, + "FP": 2853, + "IoU": 0.7466938686290939, + "TN": 66023731, + "TP": 20496, + "n_pred": 23349, + "n_ref": 24596 + }, + "2": { + "Dice": 0.9675560158357954, + "FN": 4276, + "FP": 5091, + "IoU": 0.937151100375738, + "TN": 65902140, + "TP": 139673, + "n_pred": 144764, + "n_ref": 143949 + }, + "3": { + "Dice": 0.9684562648656212, + "FN": 4545, + "FP": 5375, + "IoU": 0.9388416912245225, + "TN": 65888978, + "TP": 152282, + "n_pred": 157657, + "n_ref": 156827 + }, + "4": { + "Dice": 0.9137036784276258, + "FN": 2751, + "FP": 2307, + "IoU": 0.8411182660593686, + "TN": 66019345, + "TP": 26777, + "n_pred": 29084, + "n_ref": 29528 + }, + "5": { + "Dice": 0.9297990679961918, + "FN": 701, + "FP": 700, + "IoU": 0.8688079408184287, + "TN": 66040501, + "TP": 9278, + "n_pred": 9978, + "n_ref": 9979 + }, + "6": { + "Dice": 0.9742276511831727, + "FN": 27487, + "FP": 25209, + "IoU": 0.9497503537767336, + "TN": 65002496, + "TP": 995988, + "n_pred": 1021197, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.9545850759690185, + "FN": 76343, + "FP": 9311, + "IoU": 0.9131159829709193, + "TN": 65065337, + "TP": 900189, + "n_pred": 909500, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9687222157498758, + "FN": 2305, + "FP": 2796, + "IoU": 0.9393416890622399, + "TN": 65967086, + "TP": 78993, + "n_pred": 81789, + "n_ref": 81298 + }, + "9": { + "Dice": 0.9243203098833569, + "FN": 6611, + "FP": 3783, + "IoU": 0.8592895435100449, + "TN": 65977312, + "TP": 63474, + "n_pred": 67257, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.984572586372017, + "FN": 2521, + "FP": 2215, + "IoU": 0.9696139508921411, + "TN": 113316679, + "TP": 151125, + "n_pred": 153340, + "n_ref": 153646 + }, + "10": { + "Dice": 0.9028016599729008, + "FN": 6274, + "FP": 9723, + "IoU": 0.8228244858177629, + "TN": 113382251, + "TP": 74292, + "n_pred": 84015, + "n_ref": 80566 + }, + "11": { + "Dice": 0.7169270003187759, + "FN": 981, + "FP": 795, + "IoU": 0.5587577639751553, + "TN": 113468515, + "TP": 2249, + "n_pred": 3044, + "n_ref": 3230 + }, + "12": { + "Dice": 0.8791575703094902, + "FN": 660, + "FP": 281, + "IoU": 0.784372135655362, + "TN": 113468176, + "TP": 3423, + "n_pred": 3704, + "n_ref": 4083 + }, + "13": { + "Dice": 0.7186185168198768, + "FN": 22819, + "FP": 19514, + "IoU": 0.5608154372860256, + "TN": 113376150, + "TP": 54057, + "n_pred": 73571, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9732920511651747, + "FN": 6296, + "FP": 7825, + "IoU": 0.9479736202195859, + "TN": 113201120, + "TP": 257299, + "n_pred": 265124, + "n_ref": 263595 + }, + "15": { + "Dice": 0.8317925067168758, + "FN": 2224, + "FP": 5727, + "IoU": 0.7120246287576965, + "TN": 113444930, + "TP": 19659, + "n_pred": 25386, + "n_ref": 21883 + }, + "2": { + "Dice": 0.9743209308414625, + "FN": 4288, + "FP": 2185, + "IoU": 0.9499276724451355, + "TN": 113343267, + "TP": 122800, + "n_pred": 124985, + "n_ref": 127088 + }, + "3": { + "Dice": 0.9660728628210145, + "FN": 3026, + "FP": 5211, + "IoU": 0.9343722860944459, + "TN": 113347029, + "TP": 117274, + "n_pred": 122485, + "n_ref": 120300 + }, + "4": { + "Dice": 0.8692735087535381, + "FN": 2070, + "FP": 6659, + "IoU": 0.7687743371036528, + "TN": 113434789, + "TP": 29022, + "n_pred": 35681, + "n_ref": 31092 + }, + "5": { + "Dice": 0.701135721905001, + "FN": 10478, + "FP": 8574, + "IoU": 0.5398067632850242, + "TN": 113431140, + "TP": 22348, + "n_pred": 30922, + "n_ref": 32826 + }, + "6": { + "Dice": 0.966360119848403, + "FN": 32035, + "FP": 45356, + "IoU": 0.9349098640685898, + "TN": 112283558, + "TP": 1111591, + "n_pred": 1156947, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.9380832623199551, + "FN": 14921, + "FP": 11890, + "IoU": 0.8833868315979019, + "TN": 113242626, + "TP": 203103, + "n_pred": 214993, + "n_ref": 218024 + }, + "8": { + "Dice": 0.9563396870417998, + "FN": 15641, + "FP": 2523, + "IoU": 0.9163323307093143, + "TN": 113255443, + "TP": 198933, + "n_pred": 201456, + "n_ref": 214574 + }, + "9": { + "Dice": 0.915135019121205, + "FN": 12434, + "FP": 4964, + "IoU": 0.8435473863115204, + "TN": 113361337, + "TP": 93805, + "n_pred": 98769, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8829423009767109, + "FN": 4561, + "FP": 27954, + "IoU": 0.7904178107798018, + "TN": 75041586, + "TP": 122627, + "n_pred": 150581, + "n_ref": 127188 + }, + "10": { + "Dice": 0.8960707603333901, + "FN": 15767, + "FP": 3785, + "IoU": 0.8117103235747304, + "TN": 75092888, + "TP": 84288, + "n_pred": 88073, + "n_ref": 100055 + }, + "11": { + "Dice": 0.7649036991745644, + "FN": 1042, + "FP": 496, + "IoU": 0.6193069306930693, + "TN": 75192688, + "TP": 2502, + "n_pred": 2998, + "n_ref": 3544 + }, + "12": { + "Dice": 0.6532929598788796, + "FN": 1380, + "FP": 452, + "IoU": 0.48510399100618323, + "TN": 75193170, + "TP": 1726, + "n_pred": 2178, + "n_ref": 3106 + }, + "13": { + "Dice": 0.7200116574530286, + "FN": 15731, + "FP": 15012, + "IoU": 0.5625142304189436, + "TN": 75126456, + "TP": 39529, + "n_pred": 54541, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9405424997595958, + "FN": 5905, + "FP": 10171, + "IoU": 0.887758593002716, + "TN": 75053501, + "TP": 127151, + "n_pred": 137322, + "n_ref": 133056 + }, + "15": { + "Dice": 0.8790845623166853, + "FN": 9972, + "FP": 7590, + "IoU": 0.7842559150880813, + "TN": 75115326, + "TP": 63840, + "n_pred": 71430, + "n_ref": 73812 + }, + "2": { + "Dice": 0.9581083934010918, + "FN": 3356, + "FP": 9145, + "IoU": 0.9195854802292596, + "TN": 75041271, + "TP": 142956, + "n_pred": 152101, + "n_ref": 146312 + }, + "3": { + "Dice": 0.9629962476484929, + "FN": 3926, + "FP": 7109, + "IoU": 0.928633329884106, + "TN": 75042104, + "TP": 143589, + "n_pred": 150698, + "n_ref": 147515 + }, + "4": { + "Dice": 0.9201168113000435, + "FN": 2750, + "FP": 1107, + "IoU": 0.8520521672420407, + "TN": 75170658, + "TP": 22213, + "n_pred": 23320, + "n_ref": 24963 + }, + "5": { + "Dice": 0.8980002515406867, + "FN": 561, + "FP": 1061, + "IoU": 0.8148824469299246, + "TN": 75187966, + "TP": 7140, + "n_pred": 8201, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9833068276826745, + "FN": 24571, + "FP": 17258, + "IoU": 0.9671618286188012, + "TN": 73922936, + "TP": 1231963, + "n_pred": 1249221, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.9482702942719896, + "FN": 10865, + "FP": 4513, + "IoU": 0.9016292770922489, + "TN": 75040401, + "TP": 140949, + "n_pred": 145462, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9334575029490284, + "FN": 9563, + "FP": 1155, + "IoU": 0.8752182923137821, + "TN": 75110834, + "TP": 75176, + "n_pred": 76331, + "n_ref": 84739 + }, + "9": { + "Dice": 0.8784532176053373, + "FN": 9423, + "FP": 9342, + "IoU": 0.7832515160265665, + "TN": 75110153, + "TP": 67810, + "n_pred": 77152, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9803210987889193, + "FN": 4580, + "FP": 3902, + "IoU": 0.9614017683651042, + "TN": 86708121, + "TP": 211269, + "n_pred": 215171, + "n_ref": 215849 + }, + "10": { + "Dice": 0.7212190575847749, + "FN": 13689, + "FP": 28938, + "IoU": 0.5639895260110876, + "TN": 86830106, + "TP": 55139, + "n_pred": 84077, + "n_ref": 68828 + }, + "11": { + "Dice": 0.6591841139650334, + "FN": 1063, + "FP": 516, + "IoU": 0.49162910495814555, + "TN": 86924766, + "TP": 1527, + "n_pred": 2043, + "n_ref": 2590 + }, + "12": { + "Dice": 0.7101745265503157, + "FN": 1090, + "FP": 2032, + "IoU": 0.5505973801640996, + "TN": 86920925, + "TP": 3825, + "n_pred": 5857, + "n_ref": 4915 + }, + "13": { + "Dice": 0.6811622880452982, + "FN": 10610, + "FP": 31284, + "IoU": 0.5164868140111951, + "TN": 86841227, + "TP": 44751, + "n_pred": 76035, + "n_ref": 55361 + }, + "14": { + "Dice": 0.9043874070620568, + "FN": 9565, + "FP": 6021, + "IoU": 0.8254627711396544, + "TN": 86838573, + "TP": 73713, + "n_pred": 79734, + "n_ref": 83278 + }, + "15": { + "Dice": 0.9062703294579885, + "FN": 21950, + "FP": 7154, + "IoU": 0.8286054167378258, + "TN": 86758065, + "TP": 140703, + "n_pred": 147857, + "n_ref": 162653 + }, + "2": { + "Dice": 0.9232119656004455, + "FN": 4844, + "FP": 15014, + "IoU": 0.8573757658026474, + "TN": 86788639, + "TP": 119375, + "n_pred": 134389, + "n_ref": 124219 + }, + "3": { + "Dice": 0.9321313578662982, + "FN": 19232, + "FP": 2774, + "IoU": 0.8728895306859206, + "TN": 86754747, + "TP": 151119, + "n_pred": 153893, + "n_ref": 170351 + }, + "4": { + "Dice": 0.8818346639524158, + "FN": 2660, + "FP": 1055, + "IoU": 0.7886442510098424, + "TN": 86910295, + "TP": 13862, + "n_pred": 14917, + "n_ref": 16522 + }, + "5": { + "Dice": 0.8973622355706451, + "FN": 319, + "FP": 860, + "IoU": 0.8138323069635244, + "TN": 86921539, + "TP": 5154, + "n_pred": 6014, + "n_ref": 5473 + }, + "6": { + "Dice": 0.9676727109398328, + "FN": 30316, + "FP": 46120, + "IoU": 0.9373700774885103, + "TN": 85707433, + "TP": 1144003, + "n_pred": 1190123, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.9547892251829327, + "FN": 70546, + "FP": 19674, + "IoU": 0.9134896503052602, + "TN": 85884991, + "TP": 952661, + "n_pred": 972335, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9463845020384918, + "FN": 2043, + "FP": 3888, + "IoU": 0.8982256846729357, + "TN": 86869596, + "TP": 52345, + "n_pred": 56233, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8391225182954585, + "FN": 2831, + "FP": 15547, + "IoU": 0.7228346931696502, + "TN": 86861565, + "TP": 47929, + "n_pred": 63476, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9672830397491469, + "FN": 4557, + "FP": 1119, + "IoU": 0.9366390569534058, + "TN": 37660018, + "TP": 83906, + "n_pred": 85025, + "n_ref": 88463 + }, + "10": { + "Dice": 0.8519504377003393, + "FN": 13795, + "FP": 2001, + "IoU": 0.7420850681688301, + "TN": 37688355, + "TP": 45449, + "n_pred": 47450, + "n_ref": 59244 + }, + "11": { + "Dice": 0.8144002984517814, + "FN": 405, + "FP": 590, + "IoU": 0.6869100062932662, + "TN": 37746422, + "TP": 2183, + "n_pred": 2773, + "n_ref": 2588 + }, + "12": { + "Dice": 0.5976578837306566, + "FN": 1488, + "FP": 436, + "IoU": 0.42618550551744705, + "TN": 37746247, + "TP": 1429, + "n_pred": 1865, + "n_ref": 2917 + }, + "13": { + "Dice": 0.7753543922312758, + "FN": 10153, + "FP": 9973, + "IoU": 0.6331255240803529, + "TN": 37694742, + "TP": 34732, + "n_pred": 44705, + "n_ref": 44885 + }, + "14": { + "Dice": 0.523608970873677, + "FN": 7341, + "FP": 161764, + "IoU": 0.35465466840687226, + "TN": 37487562, + "TP": 92933, + "n_pred": 254697, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 14130, + "IoU": 0.0, + "TN": 37735470, + "TP": 0, + "n_pred": 14130, + "n_ref": 0 + }, + "2": { + "Dice": 0.8532789901841772, + "FN": 22561, + "FP": 4150, + "IoU": 0.7441033894732808, + "TN": 37645218, + "TP": 77671, + "n_pred": 81821, + "n_ref": 100232 + }, + "3": { + "Dice": 0.9343650452722191, + "FN": 4957, + "FP": 6808, + "IoU": 0.8768153119666622, + "TN": 37654093, + "TP": 83742, + "n_pred": 90550, + "n_ref": 88699 + }, + "4": { + "Dice": 0.6997497007291327, + "FN": 5264, + "FP": 254, + "IoU": 0.5381653833277535, + "TN": 37737652, + "TP": 6430, + "n_pred": 6684, + "n_ref": 11694 + }, + "5": { + "Dice": 0.844633182017865, + "FN": 1397, + "FP": 1786, + "IoU": 0.7310519645120406, + "TN": 37737765, + "TP": 8652, + "n_pred": 10438, + "n_ref": 10049 + }, + "6": { + "Dice": 0.9675556743470904, + "FN": 40242, + "FP": 6856, + "IoU": 0.9371504596484813, + "TN": 37000223, + "TP": 702279, + "n_pred": 709135, + "n_ref": 742521 + }, + "7": { + "Dice": 0.9354734793202067, + "FN": 36021, + "FP": 6644, + "IoU": 0.8787695385201161, + "TN": 37397667, + "TP": 309268, + "n_pred": 315912, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9479126160985778, + "FN": 3736, + "FP": 4435, + "IoU": 0.9009827801408127, + "TN": 37667079, + "TP": 74350, + "n_pred": 78785, + "n_ref": 78086 + }, + "9": { + "Dice": 0.8879761893992165, + "FN": 5693, + "FP": 6690, + "IoU": 0.7985226403735702, + "TN": 37688139, + "TP": 49078, + "n_pred": 55768, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9783349382468247, + "FN": 5497, + "FP": 3030, + "IoU": 0.9575887195046132, + "TN": 75705633, + "TP": 192528, + "n_pred": 195558, + "n_ref": 198025 + }, + "10": { + "Dice": 0.9199536067995034, + "FN": 12584, + "FP": 5084, + "IoU": 0.8517723058853139, + "TN": 75787493, + "TP": 101527, + "n_pred": 106611, + "n_ref": 114111 + }, + "11": { + "Dice": 0.7099116543628222, + "FN": 1409, + "FP": 988, + "IoU": 0.550281425891182, + "TN": 75901358, + "TP": 2933, + "n_pred": 3921, + "n_ref": 4342 + }, + "12": { + "Dice": 0.837265979838263, + "FN": 805, + "FP": 664, + "IoU": 0.7200838414634146, + "TN": 75901440, + "TP": 3779, + "n_pred": 4443, + "n_ref": 4584 + }, + "13": { + "Dice": 0.8098538496308573, + "FN": 9251, + "FP": 5893, + "IoU": 0.6804658817571845, + "TN": 75859294, + "TP": 32250, + "n_pred": 38143, + "n_ref": 41501 + }, + "14": { + "Dice": 0.9229692143202304, + "FN": 2394, + "FP": 17851, + "IoU": 0.856957133066254, + "TN": 75765157, + "TP": 121286, + "n_pred": 139137, + "n_ref": 123680 + }, + "15": { + "Dice": 0.8800178616409811, + "FN": 33551, + "FP": 8365, + "IoU": 0.7857427645501294, + "TN": 75711054, + "TP": 153718, + "n_pred": 162083, + "n_ref": 187269 + }, + "2": { + "Dice": 0.9671031307076892, + "FN": 4742, + "FP": 8046, + "IoU": 0.9363017349159938, + "TN": 75705929, + "TP": 187971, + "n_pred": 196017, + "n_ref": 192713 + }, + "3": { + "Dice": 0.9720812284099758, + "FN": 7822, + "FP": 6160, + "IoU": 0.9456790315311815, + "TN": 75649292, + "TP": 243414, + "n_pred": 249574, + "n_ref": 251236 + }, + "4": { + "Dice": 0.9302930095585937, + "FN": 1904, + "FP": 2333, + "IoU": 0.8696708705013841, + "TN": 75874178, + "TP": 28273, + "n_pred": 30606, + "n_ref": 30177 + }, + "5": { + "Dice": 0.9093488885385465, + "FN": 977, + "FP": 748, + "IoU": 0.8337669846776525, + "TN": 75896311, + "TP": 8652, + "n_pred": 9400, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9794606972268612, + "FN": 51608, + "FP": 17817, + "IoU": 0.9597481396016269, + "TN": 74181923, + "TP": 1655340, + "n_pred": 1673157, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.9317170710031917, + "FN": 15824, + "FP": 21979, + "IoU": 0.8721632123038217, + "TN": 75610975, + "TP": 257910, + "n_pred": 279889, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9591243035353286, + "FN": 4213, + "FP": 3248, + "IoU": 0.9214590241591663, + "TN": 75811693, + "TP": 87534, + "n_pred": 90782, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8489137029538281, + "FN": 15482, + "FP": 6681, + "IoU": 0.7374891918462103, + "TN": 75822261, + "TP": 62264, + "n_pred": 68945, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9783517899886893, + "FN": 2063, + "FP": 2052, + "IoU": 0.957621009268795, + "TN": 61290650, + "TP": 92985, + "n_pred": 95037, + "n_ref": 95048 + }, + "10": { + "Dice": 0.9239196117034756, + "FN": 6956, + "FP": 4753, + "IoU": 0.8585972031012246, + "TN": 61304944, + "TP": 71097, + "n_pred": 75850, + "n_ref": 78053 + }, + "11": { + "Dice": 0.8361678004535147, + "FN": 392, + "FP": 764, + "IoU": 0.7184607890891378, + "TN": 61383644, + "TP": 2950, + "n_pred": 3714, + "n_ref": 3342 + }, + "12": { + "Dice": 0.8603442676193569, + "FN": 720, + "FP": 140, + "IoU": 0.7549159304645198, + "TN": 61384241, + "TP": 2649, + "n_pred": 2789, + "n_ref": 3369 + }, + "13": { + "Dice": 0.7993563495074504, + "FN": 8904, + "FP": 6433, + "IoU": 0.6657731868898187, + "TN": 61341862, + "TP": 30551, + "n_pred": 36984, + "n_ref": 39455 + }, + "14": { + "Dice": 0.9157341858871888, + "FN": 2300, + "FP": 9508, + "IoU": 0.8445661331086773, + "TN": 61311782, + "TP": 64160, + "n_pred": 73668, + "n_ref": 66460 + }, + "15": { + "Dice": 0.9094627422179538, + "FN": 2485, + "FP": 5528, + "IoU": 0.8339584326239665, + "TN": 61339491, + "TP": 40246, + "n_pred": 45774, + "n_ref": 42731 + }, + "2": { + "Dice": 0.9752046668210128, + "FN": 4692, + "FP": 1841, + "IoU": 0.9516091996592719, + "TN": 61252745, + "TP": 128472, + "n_pred": 130313, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9675073252406865, + "FN": 4183, + "FP": 4511, + "IoU": 0.9370597476308722, + "TN": 61249619, + "TP": 129437, + "n_pred": 133948, + "n_ref": 133620 + }, + "4": { + "Dice": 0.7938126104890985, + "FN": 5505, + "FP": 1493, + "IoU": 0.6581171527675997, + "TN": 61367281, + "TP": 13471, + "n_pred": 14964, + "n_ref": 18976 + }, + "5": { + "Dice": 0.6890142569754221, + "FN": 11940, + "FP": 2282, + "IoU": 0.525569603362578, + "TN": 61357773, + "TP": 15755, + "n_pred": 18037, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9740071682699177, + "FN": 33490, + "FP": 17812, + "IoU": 0.9493313580246914, + "TN": 60375250, + "TP": 961198, + "n_pred": 979010, + "n_ref": 994688 + }, + "7": { + "Dice": 0.9469345175160359, + "FN": 12208, + "FP": 6613, + "IoU": 0.8992171268233127, + "TN": 61201002, + "TP": 167927, + "n_pred": 174540, + "n_ref": 180135 + }, + "8": { + "Dice": 0.954310289809422, + "FN": 14543, + "FP": 7650, + "IoU": 0.9126132546867063, + "TN": 61133787, + "TP": 231770, + "n_pred": 239420, + "n_ref": 246313 + }, + "9": { + "Dice": 0.9355011703543871, + "FN": 5579, + "FP": 4644, + "IoU": 0.8788184113512167, + "TN": 61303389, + "TP": 74138, + "n_pred": 78782, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9796341394651982, + "FN": 3088, + "FP": 4497, + "IoU": 0.9600812584534579, + "TN": 39558789, + "TP": 182426, + "n_pred": 186923, + "n_ref": 185514 + }, + "10": { + "Dice": 0.8467146025400045, + "FN": 9263, + "FP": 6150, + "IoU": 0.7341761236245732, + "TN": 39690818, + "TP": 42569, + "n_pred": 48719, + "n_ref": 51832 + }, + "11": { + "Dice": 0.7973833097595474, + "FN": 776, + "FP": 370, + "IoU": 0.6630402822699206, + "TN": 39745399, + "TP": 2255, + "n_pred": 2625, + "n_ref": 3031 + }, + "12": { + "Dice": 0.863742609652138, + "FN": 319, + "FP": 672, + "IoU": 0.760164569215876, + "TN": 39744668, + "TP": 3141, + "n_pred": 3813, + "n_ref": 3460 + }, + "13": { + "Dice": 0.8713992928087205, + "FN": 5120, + "FP": 6300, + "IoU": 0.77210592484684, + "TN": 39698689, + "TP": 38691, + "n_pred": 44991, + "n_ref": 43811 + }, + "14": { + "Dice": 0.49760721196741636, + "FN": 11861, + "FP": 31496, + "IoU": 0.3312097980841907, + "TN": 39683971, + "TP": 21472, + "n_pred": 52968, + "n_ref": 33333 + }, + "15": { + "Dice": 0.8804414578790442, + "FN": 2255, + "FP": 11178, + "IoU": 0.7864184182910929, + "TN": 39685906, + "TP": 49461, + "n_pred": 60639, + "n_ref": 51716 + }, + "2": { + "Dice": 0.967929857843775, + "FN": 2538, + "FP": 5103, + "IoU": 0.9378527856852379, + "TN": 39625850, + "TP": 115309, + "n_pred": 120412, + "n_ref": 117847 + }, + "3": { + "Dice": 0.9690823151434843, + "FN": 3367, + "FP": 4986, + "IoU": 0.9400191008250695, + "TN": 39609539, + "TP": 130908, + "n_pred": 135894, + "n_ref": 134275 + }, + "4": { + "Dice": 0.9264087293323893, + "FN": 1529, + "FP": 2005, + "IoU": 0.8629063542555667, + "TN": 39723022, + "TP": 22244, + "n_pred": 24249, + "n_ref": 23773 + }, + "5": { + "Dice": 0.8760119940029985, + "FN": 681, + "FP": 973, + "IoU": 0.7793784180338802, + "TN": 39741303, + "TP": 5843, + "n_pred": 6816, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9798587367501934, + "FN": 15624, + "FP": 21883, + "IoU": 0.9605127956776424, + "TN": 38798948, + "TP": 912345, + "n_pred": 934228, + "n_ref": 927969 + }, + "7": { + "Dice": 0.9759288582887464, + "FN": 13142, + "FP": 22323, + "IoU": 0.9529893173807633, + "TN": 38994397, + "TP": 718938, + "n_pred": 741261, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9611130349758612, + "FN": 2352, + "FP": 1466, + "IoU": 0.9251372549019607, + "TN": 39697800, + "TP": 47182, + "n_pred": 48648, + "n_ref": 49534 + }, + "9": { + "Dice": 0.9196569468267581, + "FN": 1417, + "FP": 5609, + "IoU": 0.8512638130318811, + "TN": 39701562, + "TP": 40212, + "n_pred": 45821, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9641421067611975, + "FN": 3803, + "FP": 3126, + "IoU": 0.930766771247577, + "TN": 101296526, + "TP": 93153, + "n_pred": 96279, + "n_ref": 96956 + }, + "10": { + "Dice": 0.8795141846717778, + "FN": 14248, + "FP": 4422, + "IoU": 0.7849400435418659, + "TN": 101309795, + "TP": 68143, + "n_pred": 72565, + "n_ref": 82391 + }, + "11": { + "Dice": 0.7155662439877569, + "FN": 2256, + "FP": 346, + "IoU": 0.5571063829787234, + "TN": 101390733, + "TP": 3273, + "n_pred": 3619, + "n_ref": 5529 + }, + "12": { + "Dice": 0.7472748923696987, + "FN": 1146, + "FP": 1613, + "IoU": 0.5965194501316174, + "TN": 101389770, + "TP": 4079, + "n_pred": 5692, + "n_ref": 5225 + }, + "13": { + "Dice": 0.9282877832282177, + "FN": 4244, + "FP": 2817, + "IoU": 0.8661726242371404, + "TN": 101343846, + "TP": 45701, + "n_pred": 48518, + "n_ref": 49945 + }, + "14": { + "Dice": 0.983657188443786, + "FN": 2939, + "FP": 2797, + "IoU": 0.9678399623229684, + "TN": 101218250, + "TP": 172622, + "n_pred": 175419, + "n_ref": 175561 + }, + "15": { + "Dice": 0.9329072288255962, + "FN": 1915, + "FP": 1675, + "IoU": 0.8742512872604995, + "TN": 101368059, + "TP": 24959, + "n_pred": 26634, + "n_ref": 26874 + }, + "2": { + "Dice": 0.9778752463703745, + "FN": 5609, + "FP": 2361, + "IoU": 0.9567083107007062, + "TN": 101212508, + "TP": 176130, + "n_pred": 178491, + "n_ref": 181739 + }, + "3": { + "Dice": 0.9451101952227571, + "FN": 3447, + "FP": 15571, + "IoU": 0.8959326281689987, + "TN": 101213861, + "TP": 163729, + "n_pred": 179300, + "n_ref": 167176 + }, + "4": { + "Dice": 0.9070171088519713, + "FN": 1001, + "FP": 874, + "IoU": 0.8298548094373865, + "TN": 101385588, + "TP": 9145, + "n_pred": 10019, + "n_ref": 10146 + }, + "5": { + "Dice": 0.7833061212798258, + "FN": 11170, + "FP": 3960, + "IoU": 0.6437988511159243, + "TN": 101354132, + "TP": 27346, + "n_pred": 31306, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9797333574762925, + "FN": 44986, + "FP": 28885, + "IoU": 0.9602718707463054, + "TN": 99537195, + "TP": 1785542, + "n_pred": 1814427, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.9592403549516447, + "FN": 18249, + "FP": 19379, + "IoU": 0.9216732792392974, + "TN": 100916210, + "TP": 442770, + "n_pred": 462149, + "n_ref": 461019 + }, + "8": { + "Dice": 0.9574633665612082, + "FN": 10887, + "FP": 10867, + "IoU": 0.9183978153391401, + "TN": 101130022, + "TP": 244832, + "n_pred": 255699, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9386078513033209, + "FN": 4358, + "FP": 6403, + "IoU": 0.8843176882887919, + "TN": 101303586, + "TP": 82261, + "n_pred": 88664, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.963814724306544, + "FN": 10130, + "FP": 5403, + "IoU": 0.930156746013903, + "TN": 73661106, + "TP": 206865, + "n_pred": 212268, + "n_ref": 216995 + }, + "10": { + "Dice": 0.2504080522306855, + "FN": 62954, + "FP": 14200, + "IoU": 0.14312368809764442, + "TN": 73793463, + "TP": 12887, + "n_pred": 27087, + "n_ref": 75841 + }, + "11": { + "Dice": 0.3009150080181115, + "FN": 4664, + "FP": 2747, + "IoU": 0.17710415278703087, + "TN": 73874498, + "TP": 1595, + "n_pred": 4342, + "n_ref": 6259 + }, + "12": { + "Dice": 0.49008421624558546, + "FN": 2835, + "FP": 2796, + "IoU": 0.32457718603814323, + "TN": 73875167, + "TP": 2706, + "n_pred": 5502, + "n_ref": 5541 + }, + "13": { + "Dice": 0.04237913858775271, + "FN": 59431, + "FP": 22278, + "IoU": 0.021648287175066155, + "TN": 73799987, + "TP": 1808, + "n_pred": 24086, + "n_ref": 61239 + }, + "14": { + "Dice": 0.895013188796753, + "FN": 11395, + "FP": 9660, + "IoU": 0.8099763542174329, + "TN": 73772702, + "TP": 89747, + "n_pred": 99407, + "n_ref": 101142 + }, + "15": { + "Dice": 0.8883013786349254, + "FN": 33514, + "FP": 13932, + "IoU": 0.7990487363779981, + "TN": 73647397, + "TP": 188661, + "n_pred": 202593, + "n_ref": 222175 + }, + "2": { + "Dice": 0.6900719332254602, + "FN": 83366, + "FP": 13361, + "IoU": 0.5268013952282411, + "TN": 73679093, + "TP": 107684, + "n_pred": 121045, + "n_ref": 191050 + }, + "3": { + "Dice": 0.7473103349428026, + "FN": 20685, + "FP": 92147, + "IoU": 0.5965646207424252, + "TN": 73603826, + "TP": 166846, + "n_pred": 258993, + "n_ref": 187531 + }, + "4": { + "Dice": 0.026675969055875895, + "FN": 47238, + "FP": 195, + "IoU": 0.0135182912879812, + "TN": 73835421, + "TP": 650, + "n_pred": 845, + "n_ref": 47888 + }, + "5": { + "Dice": 0.7206053550640279, + "FN": 5224, + "FP": 2456, + "IoU": 0.5632393084622384, + "TN": 73865920, + "TP": 9904, + "n_pred": 12360, + "n_ref": 15128 + }, + "6": { + "Dice": 0.8255906018975749, + "FN": 365078, + "FP": 199499, + "IoU": 0.7029836471264101, + "TN": 71982676, + "TP": 1336251, + "n_pred": 1535750, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.62896831518218, + "FN": 91052, + "FP": 5158, + "IoU": 0.45875549204813315, + "TN": 73705747, + "TP": 81547, + "n_pred": 86705, + "n_ref": 172599 + }, + "8": { + "Dice": 0.9122900237902593, + "FN": 3903, + "FP": 10623, + "IoU": 0.8387254357721772, + "TN": 73793434, + "TP": 75544, + "n_pred": 86167, + "n_ref": 79447 + }, + "9": { + "Dice": 0.8084015043234093, + "FN": 10433, + "FP": 27369, + "IoU": 0.6784176945980434, + "TN": 73765954, + "TP": 79748, + "n_pred": 107117, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9715141078288515, + "FN": 3993, + "FP": 6759, + "IoU": 0.9446061586493629, + "TN": 69301675, + "TP": 183349, + "n_pred": 190108, + "n_ref": 187342 + }, + "10": { + "Dice": 0.8171834142697049, + "FN": 12783, + "FP": 11687, + "IoU": 0.6908792319353209, + "TN": 69416616, + "TP": 54690, + "n_pred": 66377, + "n_ref": 67473 + }, + "11": { + "Dice": 0.8002112769047933, + "FN": 431, + "FP": 1082, + "IoU": 0.6669601584855822, + "TN": 69491233, + "TP": 3030, + "n_pred": 4112, + "n_ref": 3461 + }, + "12": { + "Dice": 0.7258165829145728, + "FN": 841, + "FP": 905, + "IoU": 0.5696327335469559, + "TN": 69491719, + "TP": 2311, + "n_pred": 3216, + "n_ref": 3152 + }, + "13": { + "Dice": 0.8393235614223795, + "FN": 11882, + "FP": 13363, + "IoU": 0.7231331088713657, + "TN": 69404595, + "TP": 65936, + "n_pred": 79299, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9620369331123773, + "FN": 5322, + "FP": 6178, + "IoU": 0.9268508329463848, + "TN": 69338563, + "TP": 145713, + "n_pred": 151891, + "n_ref": 151035 + }, + "15": { + "Dice": 0.9422262455142091, + "FN": 6564, + "FP": 4158, + "IoU": 0.8907634941011064, + "TN": 69397622, + "TP": 87432, + "n_pred": 91590, + "n_ref": 93996 + }, + "2": { + "Dice": 0.9677249576117335, + "FN": 4894, + "FP": 4795, + "IoU": 0.9374681338539482, + "TN": 69340831, + "TP": 145256, + "n_pred": 150051, + "n_ref": 150150 + }, + "3": { + "Dice": 0.968095742178311, + "FN": 7954, + "FP": 2896, + "IoU": 0.9381643062719061, + "TN": 69320311, + "TP": 164615, + "n_pred": 167511, + "n_ref": 172569 + }, + "4": { + "Dice": 0.8421449603295476, + "FN": 8089, + "FP": 2794, + "IoU": 0.7273319469846917, + "TN": 69455863, + "TP": 29030, + "n_pred": 31824, + "n_ref": 37119 + }, + "5": { + "Dice": 0.8905005998473116, + "FN": 2763, + "FP": 1253, + "IoU": 0.802614764572889, + "TN": 69475430, + "TP": 16330, + "n_pred": 17583, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9819713123772927, + "FN": 23969, + "FP": 28382, + "IoU": 0.9645811796034791, + "TN": 68017720, + "TP": 1425705, + "n_pred": 1454087, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.9633610740664752, + "FN": 12484, + "FP": 10374, + "IoU": 0.9293120776831135, + "TN": 69172411, + "TP": 300507, + "n_pred": 310881, + "n_ref": 312991 + }, + "8": { + "Dice": 0.9441619066948882, + "FN": 7277, + "FP": 2352, + "IoU": 0.8942298186451663, + "TN": 69404739, + "TP": 81408, + "n_pred": 83760, + "n_ref": 88685 + }, + "9": { + "Dice": 0.9174257278300365, + "FN": 6441, + "FP": 6867, + "IoU": 0.8474483011600715, + "TN": 69408540, + "TP": 73928, + "n_pred": 80795, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9768602205617972, + "FN": 4082, + "FP": 5314, + "IoU": 0.9547671199903719, + "TN": 50625827, + "TP": 198329, + "n_pred": 203643, + "n_ref": 202411 + }, + "10": { + "Dice": 0.8964414497407417, + "FN": 7723, + "FP": 8015, + "IoU": 0.8123188837874903, + "TN": 50749697, + "TP": 68117, + "n_pred": 76132, + "n_ref": 75840 + }, + "11": { + "Dice": 0.854667801067368, + "FN": 1204, + "FP": 675, + "IoU": 0.7462182603997839, + "TN": 50826148, + "TP": 5525, + "n_pred": 6200, + "n_ref": 6729 + }, + "12": { + "Dice": 0.769063575439232, + "FN": 2053, + "FP": 497, + "IoU": 0.6247792819305473, + "TN": 50826756, + "TP": 4246, + "n_pred": 4743, + "n_ref": 6299 + }, + "13": { + "Dice": 0.8737944600988888, + "FN": 7175, + "FP": 4694, + "IoU": 0.7758747663198444, + "TN": 50780595, + "TP": 41088, + "n_pred": 45782, + "n_ref": 48263 + }, + "14": { + "Dice": 0.6892164574711858, + "FN": 20509, + "FP": 6752, + "IoU": 0.5258049365965664, + "TN": 50776063, + "TP": 30228, + "n_pred": 36980, + "n_ref": 50737 + }, + "15": { + "Dice": 0.8083470620538166, + "FN": 5316, + "FP": 8644, + "IoU": 0.6783410138248848, + "TN": 50790152, + "TP": 29440, + "n_pred": 38084, + "n_ref": 34756 + }, + "2": { + "Dice": 0.9530658447047111, + "FN": 12945, + "FP": 6667, + "IoU": 0.9103398144804034, + "TN": 50614815, + "TP": 199125, + "n_pred": 205792, + "n_ref": 212070 + }, + "3": { + "Dice": 0.9552089649986659, + "FN": 6233, + "FP": 12233, + "IoU": 0.9142583856468928, + "TN": 50618184, + "TP": 196902, + "n_pred": 209135, + "n_ref": 203135 + }, + "4": { + "Dice": 0.8553612911113828, + "FN": 475, + "FP": 5440, + "IoU": 0.7472762230292672, + "TN": 50810147, + "TP": 17490, + "n_pred": 22930, + "n_ref": 17965 + }, + "5": { + "Dice": 0.8700911152667807, + "FN": 1910, + "FP": 1355, + "IoU": 0.7700542291710684, + "TN": 50819353, + "TP": 10934, + "n_pred": 12289, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9865805854905352, + "FN": 26716, + "FP": 32307, + "IoU": 0.9735165631971628, + "TN": 48604876, + "TP": 2169653, + "n_pred": 2201960, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.9581654488173753, + "FN": 10297, + "FP": 8745, + "IoU": 0.9196906051250907, + "TN": 50596444, + "TP": 218066, + "n_pred": 226811, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9647639907683714, + "FN": 4479, + "FP": 2712, + "IoU": 0.9319266159263887, + "TN": 50727916, + "TP": 98445, + "n_pred": 101157, + "n_ref": 102924 + }, + "9": { + "Dice": 0.9455544521102298, + "FN": 7052, + "FP": 5393, + "IoU": 0.8967314187086656, + "TN": 50713041, + "TP": 108066, + "n_pred": 113459, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9778313207296597, + "FN": 5789, + "FP": 3559, + "IoU": 0.9566242251011544, + "TN": 76669348, + "TP": 206164, + "n_pred": 209723, + "n_ref": 211953 + }, + "10": { + "Dice": 0.8035117899125153, + "FN": 13112, + "FP": 12245, + "IoU": 0.6715584684731362, + "TN": 76807656, + "TP": 51847, + "n_pred": 64092, + "n_ref": 64959 + }, + "11": { + "Dice": 0.7847358121330724, + "FN": 468, + "FP": 852, + "IoU": 0.6457326892109501, + "TN": 76881134, + "TP": 2406, + "n_pred": 3258, + "n_ref": 2874 + }, + "12": { + "Dice": 0.7987643424536628, + "FN": 799, + "FP": 113, + "IoU": 0.6649522409992652, + "TN": 76882138, + "TP": 1810, + "n_pred": 1923, + "n_ref": 2609 + }, + "13": { + "Dice": 0.6376723370196264, + "FN": 14500, + "FP": 17641, + "IoU": 0.4680755990996955, + "TN": 76824436, + "TP": 28283, + "n_pred": 45924, + "n_ref": 42783 + }, + "14": { + "Dice": 0.9386760214110745, + "FN": 3911, + "FP": 6228, + "IoU": 0.8844387202662503, + "TN": 76797123, + "TP": 77598, + "n_pred": 83826, + "n_ref": 81509 + }, + "15": { + "Dice": 0.8115896273122569, + "FN": 11738, + "FP": 1391, + "IoU": 0.6829203497077718, + "TN": 76843454, + "TP": 28277, + "n_pred": 29668, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9576758151626488, + "FN": 4066, + "FP": 4758, + "IoU": 0.9187888270213059, + "TN": 76776205, + "TP": 99831, + "n_pred": 104589, + "n_ref": 103897 + }, + "3": { + "Dice": 0.9611215070512351, + "FN": 5472, + "FP": 1966, + "IoU": 0.9251529544356787, + "TN": 76785484, + "TP": 91938, + "n_pred": 93904, + "n_ref": 97410 + }, + "4": { + "Dice": 0.9539305376476126, + "FN": 1577, + "FP": 674, + "IoU": 0.9119189231491627, + "TN": 76859304, + "TP": 23305, + "n_pred": 23979, + "n_ref": 24882 + }, + "5": { + "Dice": 0.9209186919455401, + "FN": 1280, + "FP": 1206, + "IoU": 0.8534284535109958, + "TN": 76867899, + "TP": 14475, + "n_pred": 15681, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9746981043866381, + "FN": 26058, + "FP": 31310, + "IoU": 0.9506449842302775, + "TN": 75722506, + "TP": 1104986, + "n_pred": 1136296, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.9206144649750124, + "FN": 8995, + "FP": 17247, + "IoU": 0.8529060609967322, + "TN": 76706457, + "TP": 152161, + "n_pred": 169408, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9646468585094492, + "FN": 3088, + "FP": 2352, + "IoU": 0.9317080519219664, + "TN": 76805202, + "TP": 74218, + "n_pred": 76570, + "n_ref": 77306 + }, + "9": { + "Dice": 0.9424436404119121, + "FN": 7112, + "FP": 3228, + "IoU": 0.8911521659034686, + "TN": 76789865, + "TP": 84655, + "n_pred": 87883, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9412728650730249, + "FN": 9693, + "FP": 4642, + "IoU": 0.8890608675463375, + "TN": 130870717, + "TP": 114880, + "n_pred": 119522, + "n_ref": 124573 + }, + "10": { + "Dice": 0.8264431711280253, + "FN": 9245, + "FP": 11049, + "IoU": 0.7042208360053634, + "TN": 130931320, + "TP": 48318, + "n_pred": 59367, + "n_ref": 57563 + }, + "11": { + "Dice": 0.7431050511310815, + "FN": 1971, + "FP": 516, + "IoU": 0.5912228796844181, + "TN": 130993848, + "TP": 3597, + "n_pred": 4113, + "n_ref": 5568 + }, + "12": { + "Dice": 0.7551164431898377, + "FN": 2487, + "FP": 636, + "IoU": 0.6065759637188208, + "TN": 130991994, + "TP": 4815, + "n_pred": 5451, + "n_ref": 7302 + }, + "13": { + "Dice": 0.6870818391050688, + "FN": 27070, + "FP": 19700, + "IoU": 0.523324194584017, + "TN": 130901815, + "TP": 51347, + "n_pred": 71047, + "n_ref": 78417 + }, + "14": { + "Dice": 0.8018355124675782, + "FN": 311301, + "FP": 2478, + "IoU": 0.6692198949402437, + "TN": 130051329, + "TP": 634824, + "n_pred": 637302, + "n_ref": 946125 + }, + "15": { + "Dice": 0.5774994723140786, + "FN": 8894, + "FP": 15126, + "IoU": 0.40597487387476505, + "TN": 130959496, + "TP": 16416, + "n_pred": 31542, + "n_ref": 25310 + }, + "2": { + "Dice": 0.9391843926236434, + "FN": 17098, + "FP": 9031, + "IoU": 0.8853417937038695, + "TN": 130772046, + "TP": 201757, + "n_pred": 210788, + "n_ref": 218855 + }, + "3": { + "Dice": 0.9565208188923048, + "FN": 11886, + "FP": 12765, + "IoU": 0.9166649763696477, + "TN": 130704126, + "TP": 271155, + "n_pred": 283920, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 1074, + "IoU": 0.0, + "TN": 130996578, + "TP": 0, + "n_pred": 1074, + "n_ref": 2280 + }, + "5": { + "Dice": 0.8095951343500363, + "FN": 5882, + "FP": 2508, + "IoU": 0.6801006596255766, + "TN": 130973705, + "TP": 17837, + "n_pred": 20345, + "n_ref": 23719 + }, + "6": { + "Dice": 0.9718135277564315, + "FN": 51583, + "FP": 30871, + "IoU": 0.9451724507091328, + "TN": 129496053, + "TP": 1421425, + "n_pred": 1452296, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.8942200746105827, + "FN": 36035, + "FP": 3719, + "IoU": 0.8086781592600079, + "TN": 130792146, + "TP": 168032, + "n_pred": 171751, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9584732270928894, + "FN": 4410, + "FP": 6128, + "IoU": 0.9202578868112992, + "TN": 130867781, + "TP": 121613, + "n_pred": 127741, + "n_ref": 126023 + }, + "9": { + "Dice": 0.7946604466438669, + "FN": 6797, + "FP": 19261, + "IoU": 0.6592834728033473, + "TN": 130923452, + "TP": 50422, + "n_pred": 69683, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9592109000456177, + "FN": 1695, + "FP": 3044, + "IoU": 0.9216188948247631, + "TN": 74366237, + "TP": 55722, + "n_pred": 58766, + "n_ref": 57417 + }, + "10": { + "Dice": 0.8189456844132034, + "FN": 20930, + "FP": 4647, + "IoU": 0.6934022200378797, + "TN": 74343276, + "TP": 57845, + "n_pred": 62492, + "n_ref": 78775 + }, + "11": { + "Dice": 0.7796244334124757, + "FN": 582, + "FP": 439, + "IoU": 0.6388397594623275, + "TN": 74423871, + "TP": 1806, + "n_pred": 2245, + "n_ref": 2388 + }, + "12": { + "Dice": 0.7409719126170308, + "FN": 795, + "FP": 367, + "IoU": 0.5885269121813032, + "TN": 74423874, + "TP": 1662, + "n_pred": 2029, + "n_ref": 2457 + }, + "13": { + "Dice": 0.605131150679686, + "FN": 55918, + "FP": 5954, + "IoU": 0.4338265572240371, + "TN": 74317417, + "TP": 47409, + "n_pred": 53363, + "n_ref": 103327 + }, + "14": { + "Dice": 0.933144707808385, + "FN": 13578, + "FP": 8964, + "IoU": 0.8746684903174153, + "TN": 74246839, + "TP": 157317, + "n_pred": 166281, + "n_ref": 170895 + }, + "15": { + "Dice": 0.7731404958677686, + "FN": 7250, + "FP": 1534, + "IoU": 0.6301785112832604, + "TN": 74402946, + "TP": 14968, + "n_pred": 16502, + "n_ref": 22218 + }, + "2": { + "Dice": 0.9454695409578072, + "FN": 6409, + "FP": 6550, + "IoU": 0.8965786932475679, + "TN": 74301395, + "TP": 112344, + "n_pred": 118894, + "n_ref": 118753 + }, + "3": { + "Dice": 0.9579780778941043, + "FN": 8442, + "FP": 2327, + "IoU": 0.9193454164170162, + "TN": 74293178, + "TP": 122751, + "n_pred": 125078, + "n_ref": 131193 + }, + "4": { + "Dice": 0.7108299218459249, + "FN": 13270, + "FP": 716, + "IoU": 0.5513856812933026, + "TN": 74395522, + "TP": 17190, + "n_pred": 17906, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9716347889655573, + "FN": 18334, + "FP": 32418, + "IoU": 0.9448343628701523, + "TN": 73506705, + "TP": 869241, + "n_pred": 901659, + "n_ref": 887575 + }, + "7": { + "Dice": 0.8660281477529296, + "FN": 17414, + "FP": 23766, + "IoU": 0.7637122085850848, + "TN": 74252419, + "TP": 133099, + "n_pred": 156865, + "n_ref": 150513 + }, + "8": { + "Dice": 0.9424894269461829, + "FN": 1893, + "FP": 3152, + "IoU": 0.8912340462228354, + "TN": 74380314, + "TP": 41339, + "n_pred": 44491, + "n_ref": 43232 + }, + "9": { + "Dice": 0.8804266334714894, + "FN": 2652, + "FP": 5801, + "IoU": 0.7863947641068405, + "TN": 74387125, + "TP": 31120, + "n_pred": 36921, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9793076801991958, + "FN": 3531, + "FP": 2253, + "IoU": 0.9594543440772779, + "TN": 106504034, + "TP": 136870, + "n_pred": 139123, + "n_ref": 140401 + }, + "10": { + "Dice": 0.8816042110540168, + "FN": 11414, + "FP": 12203, + "IoU": 0.7882756889534362, + "TN": 106535142, + "TP": 87929, + "n_pred": 100132, + "n_ref": 99343 + }, + "11": { + "Dice": 0.6248778103616813, + "FN": 2094, + "FP": 976, + "IoU": 0.45441620757064155, + "TN": 106641061, + "TP": 2557, + "n_pred": 3533, + "n_ref": 4651 + }, + "12": { + "Dice": 0.7989914797426535, + "FN": 875, + "FP": 1437, + "IoU": 0.6652671203127262, + "TN": 106639781, + "TP": 4595, + "n_pred": 6032, + "n_ref": 5470 + }, + "13": { + "Dice": 0.8308150213844235, + "FN": 9959, + "FP": 2660, + "IoU": 0.710593307799922, + "TN": 106603085, + "TP": 30984, + "n_pred": 33644, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9577843242902826, + "FN": 1817, + "FP": 4216, + "IoU": 0.9189885995891018, + "TN": 106572217, + "TP": 68438, + "n_pred": 72654, + "n_ref": 70255 + }, + "15": { + "Dice": 0.9028318221593342, + "FN": 2315, + "FP": 2904, + "IoU": 0.8228745969794672, + "TN": 106617223, + "TP": 24246, + "n_pred": 27150, + "n_ref": 26561 + }, + "2": { + "Dice": 0.9569332067924569, + "FN": 8204, + "FP": 7860, + "IoU": 0.9174227508957349, + "TN": 106452155, + "TP": 178469, + "n_pred": 186329, + "n_ref": 186673 + }, + "3": { + "Dice": 0.9566184069400117, + "FN": 3774, + "FP": 9533, + "IoU": 0.9168442430870176, + "TN": 106486663, + "TP": 146718, + "n_pred": 156251, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8609183718566314, + "FN": 343, + "FP": 2804, + "IoU": 0.7558004190269264, + "TN": 106633801, + "TP": 9740, + "n_pred": 12544, + "n_ref": 10083 + }, + "5": { + "Dice": 0.8048870788596816, + "FN": 1181, + "FP": 400, + "IoU": 0.6734820322180917, + "TN": 106641846, + "TP": 3261, + "n_pred": 3661, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9801165616213924, + "FN": 29476, + "FP": 20962, + "IoU": 0.9610084101174974, + "TN": 105353127, + "TP": 1243123, + "n_pred": 1264085, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.9708448574475733, + "FN": 10042, + "FP": 9586, + "IoU": 0.9433415986629218, + "TN": 106300261, + "TP": 326799, + "n_pred": 336385, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9501477104874446, + "FN": 4133, + "FP": 2887, + "IoU": 0.9050298979950756, + "TN": 106572770, + "TP": 66898, + "n_pred": 69785, + "n_ref": 71031 + }, + "9": { + "Dice": 0.919710707606354, + "FN": 7385, + "FP": 6181, + "IoU": 0.8513559414890703, + "TN": 106555423, + "TP": 77699, + "n_pred": 83880, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9714684633492978, + "FN": 5150, + "FP": 3637, + "IoU": 0.9445198603367828, + "TN": 107968547, + "TP": 149594, + "n_pred": 153231, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8825446335048067, + "FN": 5311, + "FP": 14873, + "IoU": 0.7897806569875226, + "TN": 108030914, + "TP": 75830, + "n_pred": 90703, + "n_ref": 81141 + }, + "11": { + "Dice": 0.7512054001928641, + "FN": 700, + "FP": 848, + "IoU": 0.6015444015444016, + "TN": 108123043, + "TP": 2337, + "n_pred": 3185, + "n_ref": 3037 + }, + "12": { + "Dice": 0.7781921049247782, + "FN": 948, + "FP": 777, + "IoU": 0.6369185434645338, + "TN": 108122177, + "TP": 3026, + "n_pred": 3803, + "n_ref": 3974 + }, + "13": { + "Dice": 0.8322883901749426, + "FN": 18548, + "FP": 5179, + "IoU": 0.7127516616021597, + "TN": 108044327, + "TP": 58874, + "n_pred": 64053, + "n_ref": 77422 + }, + "14": { + "Dice": 0.8520267384000831, + "FN": 2993, + "FP": 9824, + "IoU": 0.7422008568497697, + "TN": 108077211, + "TP": 36900, + "n_pred": 46724, + "n_ref": 39893 + }, + "15": { + "Dice": 0.8158582259979903, + "FN": 4903, + "FP": 5176, + "IoU": 0.6889869472644798, + "TN": 108094521, + "TP": 22328, + "n_pred": 27504, + "n_ref": 27231 + }, + "2": { + "Dice": 0.9589375740324014, + "FN": 8652, + "FP": 6913, + "IoU": 0.9211143828777919, + "TN": 107929617, + "TP": 181746, + "n_pred": 188659, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9698315233938902, + "FN": 9121, + "FP": 2769, + "IoU": 0.9414300140390631, + "TN": 107923923, + "TP": 191115, + "n_pred": 193884, + "n_ref": 200236 + }, + "4": { + "Dice": 0.9554722251742094, + "FN": 1841, + "FP": 1092, + "IoU": 0.9147408505566699, + "TN": 108092527, + "TP": 31468, + "n_pred": 32560, + "n_ref": 33309 + }, + "5": { + "Dice": 0.8815412652954959, + "FN": 491, + "FP": 419, + "IoU": 0.7881750465549349, + "TN": 108122632, + "TP": 3386, + "n_pred": 3805, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9833470173053516, + "FN": 24796, + "FP": 24471, + "IoU": 0.9672395930998804, + "TN": 106623070, + "TP": 1454591, + "n_pred": 1479062, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.9696243505592325, + "FN": 8357, + "FP": 7183, + "IoU": 0.9410396597449605, + "TN": 107863361, + "TP": 248027, + "n_pred": 255210, + "n_ref": 256384 + }, + "8": { + "Dice": 0.8821694366662053, + "FN": 1743, + "FP": 9324, + "IoU": 0.7891799218973236, + "TN": 108074433, + "TP": 41428, + "n_pred": 50752, + "n_ref": 43171 + }, + "9": { + "Dice": 0.9194521246504067, + "FN": 4041, + "FP": 6068, + "IoU": 0.8509128985635489, + "TN": 108059122, + "TP": 57697, + "n_pred": 63765, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9241941114860933, + "FN": 5369, + "FP": 14173, + "IoU": 0.8590714378434512, + "TN": 62431494, + "TP": 119124, + "n_pred": 133297, + "n_ref": 124493 + }, + "10": { + "Dice": 0.8997974318478336, + "FN": 6731, + "FP": 4943, + "IoU": 0.8178470564371421, + "TN": 62506071, + "TP": 52415, + "n_pred": 57358, + "n_ref": 59146 + }, + "11": { + "Dice": 0.718501411342058, + "FN": 652, + "FP": 445, + "IoU": 0.5606728073688426, + "TN": 62567663, + "TP": 1400, + "n_pred": 1845, + "n_ref": 2052 + }, + "12": { + "Dice": 0.76904296875, + "FN": 1117, + "FP": 775, + "IoU": 0.6247520825069417, + "TN": 62565118, + "TP": 3150, + "n_pred": 3925, + "n_ref": 4267 + }, + "13": { + "Dice": 0.8340743129621524, + "FN": 5501, + "FP": 8905, + "IoU": 0.7153751926344489, + "TN": 62519546, + "TP": 36208, + "n_pred": 45113, + "n_ref": 41709 + }, + "14": { + "Dice": 0.9350555387525872, + "FN": 39096, + "FP": 4708, + "IoU": 0.8780322099213685, + "TN": 62211016, + "TP": 315340, + "n_pred": 320048, + "n_ref": 354436 + }, + "15": { + "Dice": 0.7817250221588136, + "FN": 8876, + "FP": 37175, + "IoU": 0.641665499478656, + "TN": 62441646, + "TP": 82463, + "n_pred": 119638, + "n_ref": 91339 + }, + "2": { + "Dice": 0.9569180728027633, + "FN": 3146, + "FP": 11609, + "IoU": 0.917394931167108, + "TN": 62391539, + "TP": 163866, + "n_pred": 175475, + "n_ref": 167012 + }, + "3": { + "Dice": 0.9734898698174437, + "FN": 5930, + "FP": 4649, + "IoU": 0.9483490139978615, + "TN": 62365343, + "TP": 194238, + "n_pred": 198887, + "n_ref": 200168 + }, + "4": { + "Dice": 0.9093652946065351, + "FN": 2691, + "FP": 1453, + "IoU": 0.8337945694461156, + "TN": 62545227, + "TP": 20789, + "n_pred": 22242, + "n_ref": 23480 + }, + "5": { + "Dice": 0.666570083303151, + "FN": 3574, + "FP": 1029, + "IoU": 0.49989135158626685, + "TN": 62560956, + "TP": 4601, + "n_pred": 5630, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9747015456008383, + "FN": 51117, + "FP": 21891, + "IoU": 0.9506515311895463, + "TN": 61090722, + "TP": 1406430, + "n_pred": 1428321, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.9112424212075222, + "FN": 9974, + "FP": 24589, + "IoU": 0.8369562140896097, + "TN": 62358174, + "TP": 177423, + "n_pred": 202012, + "n_ref": 187397 + }, + "8": { + "Dice": 0.9396750614888973, + "FN": 2310, + "FP": 6397, + "IoU": 0.8862142418421087, + "TN": 62493639, + "TP": 67814, + "n_pred": 74211, + "n_ref": 70124 + }, + "9": { + "Dice": 0.8535156607538397, + "FN": 2971, + "FP": 13033, + "IoU": 0.7444634274856696, + "TN": 62507531, + "TP": 46625, + "n_pred": 59658, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9360701560756745, + "FN": 7610, + "FP": 29693, + "IoU": 0.8798231964458877, + "TN": 55070847, + "TP": 273098, + "n_pred": 302791, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8751579103812143, + "FN": 5907, + "FP": 14253, + "IoU": 0.778027350201493, + "TN": 55290426, + "TP": 70662, + "n_pred": 84915, + "n_ref": 76569 + }, + "11": { + "Dice": 0.6968933669185559, + "FN": 1422, + "FP": 1105, + "IoU": 0.5347938144329897, + "TN": 55375816, + "TP": 2905, + "n_pred": 4010, + "n_ref": 4327 + }, + "12": { + "Dice": 0.8069376693766938, + "FN": 1006, + "FP": 775, + "IoU": 0.676358349990914, + "TN": 55375745, + "TP": 3722, + "n_pred": 4497, + "n_ref": 4728 + }, + "13": { + "Dice": 0.7929434881038828, + "FN": 8462, + "FP": 15775, + "IoU": 0.6569232511394842, + "TN": 55310602, + "TP": 46409, + "n_pred": 62184, + "n_ref": 54871 + }, + "14": { + "Dice": 0.9446595474510294, + "FN": 4425, + "FP": 6209, + "IoU": 0.8951230336801618, + "TN": 55279853, + "TP": 90761, + "n_pred": 96970, + "n_ref": 95186 + }, + "15": { + "Dice": 0.8344350916291466, + "FN": 4738, + "FP": 28247, + "IoU": 0.7159061547206863, + "TN": 55265142, + "TP": 83121, + "n_pred": 111368, + "n_ref": 87859 + }, + "2": { + "Dice": 0.9649807224025974, + "FN": 5151, + "FP": 8655, + "IoU": 0.9323311587419065, + "TN": 55177225, + "TP": 190217, + "n_pred": 198872, + "n_ref": 195368 + }, + "3": { + "Dice": 0.9674915921762988, + "FN": 8982, + "FP": 2772, + "IoU": 0.937030231274878, + "TN": 55194587, + "TP": 174907, + "n_pred": 177679, + "n_ref": 183889 + }, + "4": { + "Dice": 0.8369333738971707, + "FN": 1907, + "FP": 237, + "IoU": 0.7195919434998692, + "TN": 55373602, + "TP": 5502, + "n_pred": 5739, + "n_ref": 7409 + }, + "5": { + "Dice": 0.7937434827945777, + "FN": 1834, + "FP": 144, + "IoU": 0.6580221300138313, + "TN": 55375464, + "TP": 3806, + "n_pred": 3950, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9724418625135341, + "FN": 63580, + "FP": 17766, + "IoU": 0.9463618913984245, + "TN": 53864677, + "TP": 1435225, + "n_pred": 1452991, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.9503485989283703, + "FN": 11545, + "FP": 5561, + "IoU": 0.9053944937891978, + "TN": 55200434, + "TP": 163708, + "n_pred": 169269, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9527231192565287, + "FN": 1176, + "FP": 3377, + "IoU": 0.9097146483174364, + "TN": 55330819, + "TP": 45876, + "n_pred": 49253, + "n_ref": 47052 + }, + "9": { + "Dice": 0.9052402160523074, + "FN": 3151, + "FP": 6849, + "IoU": 0.8268847918289621, + "TN": 55323483, + "TP": 47765, + "n_pred": 54614, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9824414817177497, + "FN": 5368, + "FP": 4761, + "IoU": 0.9654889267461669, + "TN": 110853115, + "TP": 283371, + "n_pred": 288132, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8796538824210974, + "FN": 10909, + "FP": 8618, + "IoU": 0.7851626105707873, + "TN": 111055723, + "TP": 71365, + "n_pred": 79983, + "n_ref": 82274 + }, + "11": { + "Dice": 0.7877576514678326, + "FN": 481, + "FP": 1218, + "IoU": 0.6498351195383347, + "TN": 111141763, + "TP": 3153, + "n_pred": 4371, + "n_ref": 3634 + }, + "12": { + "Dice": 0.84732955521209, + "FN": 637, + "FP": 252, + "IoU": 0.7351013110846245, + "TN": 111143259, + "TP": 2467, + "n_pred": 2719, + "n_ref": 3104 + }, + "13": { + "Dice": 0.8829934991822612, + "FN": 8874, + "FP": 5363, + "IoU": 0.7904998749209059, + "TN": 111078658, + "TP": 53720, + "n_pred": 59083, + "n_ref": 62594 + }, + "14": { + "Dice": 0.8994521553196604, + "FN": 5571, + "FP": 2376, + "IoU": 0.8172767405499862, + "TN": 111103123, + "TP": 35545, + "n_pred": 37921, + "n_ref": 41116 + }, + "15": { + "Dice": 0.7452798121195265, + "FN": 1246, + "FP": 15240, + "IoU": 0.5939808885824057, + "TN": 111106011, + "TP": 24118, + "n_pred": 39358, + "n_ref": 25364 + }, + "2": { + "Dice": 0.9674785465553465, + "FN": 5997, + "FP": 4080, + "IoU": 0.9370057574374715, + "TN": 110986648, + "TP": 149890, + "n_pred": 153970, + "n_ref": 155887 + }, + "3": { + "Dice": 0.9730622215185579, + "FN": 7940, + "FP": 5161, + "IoU": 0.9475376618800105, + "TN": 110896893, + "TP": 236621, + "n_pred": 241782, + "n_ref": 244561 + }, + "4": { + "Dice": 0.9306105106620283, + "FN": 1316, + "FP": 1297, + "IoU": 0.870225974670971, + "TN": 111126480, + "TP": 17522, + "n_pred": 18819, + "n_ref": 18838 + }, + "5": { + "Dice": 0.8296228986824171, + "FN": 202, + "FP": 1673, + "IoU": 0.7088509316770186, + "TN": 111140175, + "TP": 4565, + "n_pred": 6238, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9835607007402491, + "FN": 18415, + "FP": 34595, + "IoU": 0.967653160849402, + "TN": 109507815, + "TP": 1585790, + "n_pred": 1620385, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.8704312201225437, + "FN": 78171, + "FP": 11300, + "IoU": 0.7705871794871795, + "TN": 110756615, + "TP": 300529, + "n_pred": 311829, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9527260050548438, + "FN": 4027, + "FP": 3567, + "IoU": 0.9097199105996481, + "TN": 111062499, + "TP": 76522, + "n_pred": 80089, + "n_ref": 80549 + }, + "9": { + "Dice": 0.9132039441067921, + "FN": 6120, + "FP": 3334, + "IoU": 0.8402716766912212, + "TN": 111087427, + "TP": 49734, + "n_pred": 53068, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9751739020182081, + "FN": 6065, + "FP": 3921, + "IoU": 0.9515506132588107, + "TN": 96914913, + "TP": 196126, + "n_pred": 200047, + "n_ref": 202191 + }, + "10": { + "Dice": 0.9200436175287944, + "FN": 6902, + "FP": 4830, + "IoU": 0.8519266448738498, + "TN": 97041794, + "TP": 67499, + "n_pred": 72329, + "n_ref": 74401 + }, + "11": { + "Dice": 0.7375182481751825, + "FN": 1386, + "FP": 412, + "IoU": 0.5841813135985199, + "TN": 97116701, + "TP": 2526, + "n_pred": 2938, + "n_ref": 3912 + }, + "12": { + "Dice": 0.7233953146338901, + "FN": 1840, + "FP": 793, + "IoU": 0.5666556945358788, + "TN": 97114949, + "TP": 3443, + "n_pred": 4236, + "n_ref": 5283 + }, + "13": { + "Dice": 0.8930511811023623, + "FN": 6004, + "FP": 4862, + "IoU": 0.8067682677431401, + "TN": 97064792, + "TP": 45367, + "n_pred": 50229, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9247135021634495, + "FN": 13521, + "FP": 5984, + "IoU": 0.8599694165452183, + "TN": 96981734, + "TP": 119786, + "n_pred": 125770, + "n_ref": 133307 + }, + "15": { + "Dice": 0.9133664199758921, + "FN": 682, + "FP": 12183, + "IoU": 0.8405468382043083, + "TN": 97040343, + "TP": 67817, + "n_pred": 80000, + "n_ref": 68499 + }, + "2": { + "Dice": 0.9472248707058449, + "FN": 3472, + "FP": 14794, + "IoU": 0.8997409269545744, + "TN": 96938837, + "TP": 163922, + "n_pred": 178716, + "n_ref": 167394 + }, + "3": { + "Dice": 0.9514274067593996, + "FN": 12116, + "FP": 9094, + "IoU": 0.9073548296918816, + "TN": 96892087, + "TP": 207728, + "n_pred": 216822, + "n_ref": 219844 + }, + "4": { + "Dice": 0.8885687116387632, + "FN": 1815, + "FP": 2052, + "IoU": 0.7994814622763806, + "TN": 97101740, + "TP": 15418, + "n_pred": 17470, + "n_ref": 17233 + }, + "5": { + "Dice": 0.6985022026431718, + "FN": 4530, + "FP": 2314, + "IoU": 0.5366910370972109, + "TN": 97106253, + "TP": 7928, + "n_pred": 10242, + "n_ref": 12458 + }, + "6": { + "Dice": 0.984510833005405, + "FN": 29023, + "FP": 20021, + "IoU": 0.9694941758159051, + "TN": 95513332, + "TP": 1558649, + "n_pred": 1578670, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.9585537025930224, + "FN": 19110, + "FP": 7495, + "IoU": 0.9204062705678214, + "TN": 96786765, + "TP": 307655, + "n_pred": 315150, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9591242912518808, + "FN": 3857, + "FP": 4347, + "IoU": 0.9214590014838926, + "TN": 97016570, + "TP": 96251, + "n_pred": 100598, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9451787694523133, + "FN": 5524, + "FP": 4907, + "IoU": 0.8960558832908163, + "TN": 97020673, + "TP": 89921, + "n_pred": 94828, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9769074394134353, + "FN": 4674, + "FP": 4425, + "IoU": 0.9548573384732165, + "TN": 78854844, + "TP": 192462, + "n_pred": 196887, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8701132598813468, + "FN": 8313, + "FP": 16974, + "IoU": 0.7700889204080519, + "TN": 78946419, + "TP": 84699, + "n_pred": 101673, + "n_ref": 93012 + }, + "11": { + "Dice": 0.7288732394366197, + "FN": 732, + "FP": 962, + "IoU": 0.5734072022160664, + "TN": 79052434, + "TP": 2277, + "n_pred": 3239, + "n_ref": 3009 + }, + "12": { + "Dice": 0.5803089521682486, + "FN": 1445, + "FP": 810, + "IoU": 0.40875721027792344, + "TN": 79052591, + "TP": 1559, + "n_pred": 2369, + "n_ref": 3004 + }, + "13": { + "Dice": 0.8039063662492462, + "FN": 14150, + "FP": 10889, + "IoU": 0.6721098947147871, + "TN": 78980041, + "TP": 51325, + "n_pred": 62214, + "n_ref": 65475 + }, + "14": { + "Dice": 0.5553699897225077, + "FN": 20586, + "FP": 7102, + "IoU": 0.38443752779012896, + "TN": 79011425, + "TP": 17292, + "n_pred": 24394, + "n_ref": 37878 + }, + "15": { + "Dice": 0.747397859922179, + "FN": 7799, + "FP": 12975, + "IoU": 0.5966761799367076, + "TN": 79004898, + "TP": 30733, + "n_pred": 43708, + "n_ref": 38532 + }, + "2": { + "Dice": 0.9491118031492609, + "FN": 4553, + "FP": 7049, + "IoU": 0.9031520251093526, + "TN": 78936609, + "TP": 108194, + "n_pred": 115243, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9509858390340516, + "FN": 9264, + "FP": 2293, + "IoU": 0.9065519555602274, + "TN": 78932732, + "TP": 112116, + "n_pred": 114409, + "n_ref": 121380 + }, + "4": { + "Dice": 0.9024108823708022, + "FN": 1052, + "FP": 555, + "IoU": 0.8221755007192653, + "TN": 79047368, + "TP": 7430, + "n_pred": 7985, + "n_ref": 8482 + }, + "5": { + "Dice": 0.8913680627777253, + "FN": 244, + "FP": 905, + "IoU": 0.8040252430496333, + "TN": 79050542, + "TP": 4714, + "n_pred": 5619, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9817500163400928, + "FN": 26885, + "FP": 21141, + "IoU": 0.9641542176228453, + "TN": 77716610, + "TP": 1291769, + "n_pred": 1312910, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.9642114238252394, + "FN": 14836, + "FP": 19247, + "IoU": 0.9308959820604891, + "TN": 78563192, + "TP": 459130, + "n_pred": 478377, + "n_ref": 473966 + }, + "8": { + "Dice": 0.9456581943504215, + "FN": 795, + "FP": 2737, + "IoU": 0.8969180480971282, + "TN": 79022141, + "TP": 30732, + "n_pred": 33469, + "n_ref": 31527 + }, + "9": { + "Dice": 0.9330001628099583, + "FN": 5389, + "FP": 4076, + "IoU": 0.8744145315589051, + "TN": 78981038, + "TP": 65902, + "n_pred": 69978, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9761616178920635, + "FN": 5498, + "FP": 5634, + "IoU": 0.9534333103260756, + "TN": 122472885, + "TP": 227923, + "n_pred": 233557, + "n_ref": 233421 + }, + "10": { + "Dice": 0.8651110331820034, + "FN": 19119, + "FP": 9345, + "IoU": 0.7622869359701355, + "TN": 122592199, + "TP": 91277, + "n_pred": 100622, + "n_ref": 110396 + }, + "11": { + "Dice": 0.5404871626069783, + "FN": 2540, + "FP": 252, + "IoU": 0.37032025259359497, + "TN": 122707506, + "TP": 1642, + "n_pred": 1894, + "n_ref": 4182 + }, + "12": { + "Dice": 0.3817883669335391, + "FN": 4311, + "FP": 2098, + "IoU": 0.23593228421554602, + "TN": 122703552, + "TP": 1979, + "n_pred": 4077, + "n_ref": 6290 + }, + "13": { + "Dice": 0.6017732884399551, + "FN": 26991, + "FP": 8491, + "IoU": 0.4303832014255671, + "TN": 122649649, + "TP": 26809, + "n_pred": 35300, + "n_ref": 53800 + }, + "14": { + "Dice": 0.9172399175289516, + "FN": 12491, + "FP": 4689, + "IoU": 0.8471312642369021, + "TN": 122599556, + "TP": 95204, + "n_pred": 99893, + "n_ref": 107695 + }, + "15": { + "Dice": 0.8645271838075179, + "FN": 2653, + "FP": 12527, + "IoU": 0.7613807847082495, + "TN": 122648324, + "TP": 48436, + "n_pred": 60963, + "n_ref": 51089 + }, + "2": { + "Dice": 0.8178416282966988, + "FN": 36407, + "FP": 8377, + "IoU": 0.6918206966790074, + "TN": 122566622, + "TP": 100534, + "n_pred": 108911, + "n_ref": 136941 + }, + "3": { + "Dice": 0.8739232146991093, + "FN": 2429, + "FP": 38961, + "IoU": 0.7760778182329678, + "TN": 122527099, + "TP": 143451, + "n_pred": 182412, + "n_ref": 145880 + }, + "4": { + "Dice": 0.8758178583506094, + "FN": 5908, + "FP": 10984, + "IoU": 0.7790711361644803, + "TN": 122635481, + "TP": 59567, + "n_pred": 70551, + "n_ref": 65475 + }, + "5": { + "Dice": 0.676719731269169, + "FN": 7942, + "FP": 912, + "IoU": 0.5113956183433586, + "TN": 122693819, + "TP": 9267, + "n_pred": 10179, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9836438926436738, + "FN": 36750, + "FP": 18923, + "IoU": 0.967814219370668, + "TN": 120982201, + "TP": 1674066, + "n_pred": 1692989, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.8331625878721296, + "FN": 71762, + "FP": 126266, + "IoU": 0.7140348597091655, + "TN": 122019450, + "TP": 494462, + "n_pred": 620728, + "n_ref": 566224 + }, + "8": { + "Dice": 0.9209388123004255, + "FN": 4648, + "FP": 17982, + "IoU": 0.8534630128470784, + "TN": 122557508, + "TP": 131802, + "n_pred": 149784, + "n_ref": 136450 + }, + "9": { + "Dice": 0.9099402542202976, + "FN": 6667, + "FP": 6809, + "IoU": 0.8347618171785911, + "TN": 122630385, + "TP": 68079, + "n_pred": 74888, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/loop_001/summary_cross_val.json b/nnActive_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/loop_001/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..5a2dbd191c617f10bac15e019ea3bc44fa52d0ba --- /dev/null +++ b/nnActive_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/loop_001/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.6459696825458423, + "FN": 3159.8622222222216, + "FP": 3958.4133333333334, + "IoU": 0.5662923992879575, + "TN": 1109448.173333333, + "TP": 16600.484444444442, + "n_pred": 20558.89777777778, + "n_ref": 19760.346666666665 + }, + "mean": { + "1": { + "Dice": 0.7040182871109856, + "FN": 1728.6333333333334, + "FP": 1293.9333333333334, + "IoU": 0.6601956223905119, + "TN": 1102517.6333333333, + "TP": 27626.733333333334, + "n_pred": 28920.666666666668, + "n_ref": 29355.366666666665 + }, + "10": { + "Dice": 0.6729513433640246, + "FN": 2770.5333333333333, + "FP": 2222.6, + "IoU": 0.5550808700189324, + "TN": 1119163.0333333334, + "TP": 9010.766666666666, + "n_pred": 11233.366666666667, + "n_ref": 11781.3 + }, + "11": { + "Dice": 0.44314212942395403, + "FN": 124.03333333333333, + "FP": 36.96666666666667, + "IoU": 0.3356420870338699, + "TN": 1132842.2, + "TP": 163.73333333333332, + "n_pred": 200.7, + "n_ref": 287.76666666666665 + }, + "12": { + "Dice": 0.47992887650529986, + "FN": 176.3, + "FP": 140.06666666666666, + "IoU": 0.37989352844192315, + "TN": 1132353.7333333334, + "TP": 496.8333333333333, + "n_pred": 636.9, + "n_ref": 673.1333333333333 + }, + "13": { + "Dice": 0.557717387424356, + "FN": 2802.1666666666665, + "FP": 2558.8, + "IoU": 0.43650123397604224, + "TN": 1121621.6, + "TP": 6184.366666666667, + "n_pred": 8743.166666666666, + "n_ref": 8986.533333333333 + }, + "14": { + "Dice": 0.6232254840323478, + "FN": 7066.2, + "FP": 2986.4, + "IoU": 0.5822665326172367, + "TN": 1085311.8333333333, + "TP": 37802.5, + "n_pred": 40788.9, + "n_ref": 44868.7 + }, + "15": { + "Dice": 0.4882334188775512, + "FN": 1294.7, + "FP": 7622.666666666667, + "IoU": 0.3717577450941419, + "TN": 1121843.2, + "TP": 2406.366666666667, + "n_pred": 10029.033333333333, + "n_ref": 3701.0666666666666 + }, + "2": { + "Dice": 0.7250371071303571, + "FN": 306.6, + "FP": 1334.5, + "IoU": 0.6630432449454455, + "TN": 1123883.0333333334, + "TP": 7642.8, + "n_pred": 8977.3, + "n_ref": 7949.4 + }, + "3": { + "Dice": 0.7170082161561789, + "FN": 1364.4666666666667, + "FP": 3076.866666666667, + "IoU": 0.6660143285703717, + "TN": 1113998.0, + "TP": 14727.6, + "n_pred": 17804.466666666667, + "n_ref": 16092.066666666668 + }, + "4": { + "Dice": 0.39371447733283876, + "FN": 322.46666666666664, + "FP": 1109.0666666666666, + "IoU": 0.3490988891843462, + "TN": 1129157.4666666666, + "TP": 2577.9333333333334, + "n_pred": 3687.0, + "n_ref": 2900.4 + }, + "5": { + "Dice": 0.6103190863763868, + "FN": 461.73333333333335, + "FP": 129.8, + "IoU": 0.5172871683337104, + "TN": 1131242.2666666666, + "TP": 1333.1333333333334, + "n_pred": 1462.9333333333334, + "n_ref": 1794.8666666666666 + }, + "6": { + "Dice": 0.8602320339137413, + "FN": 20770.933333333334, + "FP": 27351.933333333334, + "IoU": 0.7855650327259884, + "TN": 1015619.3, + "TP": 69424.76666666666, + "n_pred": 96776.7, + "n_ref": 90195.7 + }, + "7": { + "Dice": 0.7670072045784482, + "FN": 5032.166666666667, + "FP": 8141.2, + "IoU": 0.6945233577717554, + "TN": 1065399.8333333333, + "TP": 54593.73333333333, + "n_pred": 62734.933333333334, + "n_ref": 59625.9 + }, + "8": { + "Dice": 0.8862082489519622, + "FN": 2574.3, + "FP": 461.3666666666667, + "IoU": 0.8335646066575283, + "TN": 1119986.5333333334, + "TP": 10144.733333333334, + "n_pred": 10606.1, + "n_ref": 12719.033333333333 + }, + "9": { + "Dice": 0.7608019370092007, + "FN": 602.7, + "FP": 910.0333333333333, + "IoU": 0.6639517415575579, + "TN": 1126782.9333333333, + "TP": 4871.266666666666, + "n_pred": 5781.3, + "n_ref": 5473.966666666666 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9847630820702528, + "FN": 2245, + "FP": 2710, + "IoU": 0.9699835227410405, + "TN": 1061548, + "TP": 160121, + "n_pred": 162831, + "n_ref": 162366 + }, + "10": { + "Dice": 0.6626414490783318, + "FN": 6146, + "FP": 10728, + "IoU": 0.4954852598218023, + "TN": 1193178, + "TP": 16572, + "n_pred": 27300, + "n_ref": 22718 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.100418410041841, + "FN": 64, + "FP": 366, + "IoU": 0.05286343612334802, + "TN": 1226170, + "TP": 24, + "n_pred": 390, + "n_ref": 88 + }, + "13": { + "Dice": 0.7539111000744971, + "FN": 3868, + "FP": 3069, + "IoU": 0.6050219210840972, + "TN": 1209061, + "TP": 10626, + "n_pred": 13695, + "n_ref": 14494 + }, + "14": { + "Dice": 0.9915338856378633, + "FN": 2414, + "FP": 384, + "IoU": 0.9832099180298357, + "TN": 1059978, + "TP": 163848, + "n_pred": 164232, + "n_ref": 166262 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 7402, + "IoU": 0.0, + "TN": 1219222, + "TP": 0, + "n_pred": 7402, + "n_ref": 0 + }, + "3": { + "Dice": 0.9221151670464173, + "FN": 13313, + "FP": 1488, + "IoU": 0.8554857985334753, + "TN": 1124205, + "TP": 87618, + "n_pred": 89106, + "n_ref": 100931 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.887424937289381, + "FN": 1647, + "FP": 7239, + "IoU": 0.7976315190161695, + "TN": 1182714, + "TP": 35024, + "n_pred": 42263, + "n_ref": 36671 + }, + "7": { + "Dice": 0.8714528477716666, + "FN": 12160, + "FP": 1910, + "IoU": 0.7721900197532463, + "TN": 1164862, + "TP": 47692, + "n_pred": 49602, + "n_ref": 59852 + }, + "8": { + "Dice": 0.9179868280526878, + "FN": 2415, + "FP": 1271, + "IoU": 0.8484063335389677, + "TN": 1202309, + "TP": 20629, + "n_pred": 21900, + "n_ref": 23044 + }, + "9": { + "Dice": 0.948875674936778, + "FN": 635, + "FP": 861, + "IoU": 0.9027244944404708, + "TN": 1211245, + "TP": 13883, + "n_pred": 14744, + "n_ref": 14518 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7321261624760124, + "FN": 6397, + "FP": 4491, + "IoU": 0.5774440175418171, + "TN": 675161, + "TP": 14879, + "n_pred": 19370, + "n_ref": 21276 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.46384039900249374, + "FN": 182, + "FP": 33, + "IoU": 0.30194805194805197, + "TN": 700620, + "TP": 93, + "n_pred": 126, + "n_ref": 275 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9663338951553654, + "FN": 1534, + "FP": 2361, + "IoU": 0.9348607743122335, + "TN": 641133, + "TP": 55900, + "n_pred": 58261, + "n_ref": 57434 + }, + "7": { + "Dice": 0.8193897880888479, + "FN": 9810, + "FP": 1159, + "IoU": 0.6940392178739784, + "TN": 665077, + "TP": 24882, + "n_pred": 26041, + "n_ref": 34692 + }, + "8": { + "Dice": 0.9247015610651974, + "FN": 141, + "FP": 351, + "IoU": 0.8599487617421008, + "TN": 697415, + "TP": 3021, + "n_pred": 3372, + "n_ref": 3162 + }, + "9": { + "Dice": 0.8399222294232016, + "FN": 43, + "FP": 204, + "IoU": 0.7240223463687151, + "TN": 700033, + "TP": 648, + "n_pred": 852, + "n_ref": 691 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.985715310318447, + "FN": 2344, + "FP": 2436, + "IoU": 0.9718329778081578, + "TN": 706458, + "TP": 164922, + "n_pred": 167358, + "n_ref": 167266 + }, + "7": { + "Dice": 0.8350951374207188, + "FN": 64, + "FP": 1184, + "IoU": 0.7168784029038112, + "TN": 871752, + "TP": 3160, + "n_pred": 4344, + "n_ref": 3224 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9751420968429176, + "FN": 3425, + "FP": 2759, + "IoU": 0.9514900493414602, + "TN": 1274377, + "TP": 121295, + "n_pred": 124054, + "n_ref": 124720 + }, + "10": { + "Dice": 0.7112180239380427, + "FN": 4315, + "FP": 607, + "IoU": 0.5518528635163434, + "TN": 1390873, + "TP": 6061, + "n_pred": 6668, + "n_ref": 10376 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6082852648138437, + "FN": 447, + "FP": 300, + "IoU": 0.4370761115297664, + "TN": 1400529, + "TP": 580, + "n_pred": 880, + "n_ref": 1027 + }, + "13": { + "Dice": 0.7855307295446966, + "FN": 4975, + "FP": 5958, + "IoU": 0.6468098853173962, + "TN": 1370901, + "TP": 20022, + "n_pred": 25980, + "n_ref": 24997 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 149, + "IoU": 0.0, + "TN": 1401707, + "TP": 0, + "n_pred": 149, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8648648648648649, + "FN": 2, + "FP": 8, + "IoU": 0.7619047619047619, + "TN": 1401814, + "TP": 32, + "n_pred": 40, + "n_ref": 34 + }, + "3": { + "Dice": 0.9265656979124027, + "FN": 479, + "FP": 1315, + "IoU": 0.8631787675411836, + "TN": 1388744, + "TP": 11318, + "n_pred": 12633, + "n_ref": 11797 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2772, + "IoU": 0.0, + "TN": 1399084, + "TP": 0, + "n_pred": 2772, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9840238315036695, + "FN": 3399, + "FP": 3160, + "IoU": 0.9685501117216644, + "TN": 1193302, + "TP": 201995, + "n_pred": 205155, + "n_ref": 205394 + }, + "7": { + "Dice": 0.9703015454783587, + "FN": 4224, + "FP": 5413, + "IoU": 0.9423162103599775, + "TN": 1234790, + "TP": 157429, + "n_pred": 162842, + "n_ref": 161653 + }, + "8": { + "Dice": 0.9344051446945337, + "FN": 709, + "FP": 515, + "IoU": 0.8768859384429692, + "TN": 1391914, + "TP": 8718, + "n_pred": 9233, + "n_ref": 9427 + }, + "9": { + "Dice": 0.9086435739721592, + "FN": 1037, + "FP": 1785, + "IoU": 0.8325818699572852, + "TN": 1385000, + "TP": 14034, + "n_pred": 15819, + "n_ref": 15071 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8428652321630804, + "FN": 1020, + "FP": 90, + "IoU": 0.7284071446048447, + "TN": 696841, + "TP": 2977, + "n_pred": 3067, + "n_ref": 3997 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 6841, + "IoU": 0.0, + "TN": 869319, + "TP": 0, + "n_pred": 6841, + "n_ref": 0 + }, + "10": { + "Dice": 0.7903650572743818, + "FN": 6132, + "FP": 3659, + "IoU": 0.6533913905409232, + "TN": 847912, + "TP": 18457, + "n_pred": 22116, + "n_ref": 24589 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7077702494989118, + "FN": 16407, + "FP": 7358, + "IoU": 0.5477123934226553, + "TN": 823616, + "TP": 28779, + "n_pred": 36137, + "n_ref": 45186 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.926422400953232, + "FN": 3796, + "FP": 3367, + "IoU": 0.8629300776914539, + "TN": 823902, + "TP": 45095, + "n_pred": 48462, + "n_ref": 48891 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 62, + "FP": 2964, + "IoU": 0.0, + "TN": 873134, + "TP": 0, + "n_pred": 2964, + "n_ref": 62 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8865690090029898, + "FN": 2753, + "FP": 4038, + "IoU": 0.7962496249624963, + "TN": 842830, + "TP": 26539, + "n_pred": 30577, + "n_ref": 29292 + }, + "7": { + "Dice": 0.781815556609806, + "FN": 33170, + "FP": 19719, + "IoU": 0.6417875066882497, + "TN": 728513, + "TP": 94758, + "n_pred": 114477, + "n_ref": 127928 + }, + "8": { + "Dice": 0.0, + "FN": 12, + "FP": 2, + "IoU": 0.0, + "TN": 876146, + "TP": 0, + "n_pred": 2, + "n_ref": 12 + }, + "9": { + "Dice": 0.6675137653536637, + "FN": 1835, + "FP": 520, + "IoU": 0.5009535918626827, + "TN": 871441, + "TP": 2364, + "n_pred": 2884, + "n_ref": 4199 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8751352946964479, + "FN": 13366, + "FP": 593, + "IoU": 0.7779916025192443, + "TN": 813284, + "TP": 48917, + "n_pred": 49510, + "n_ref": 62283 + }, + "10": { + "Dice": 0.8610049650367828, + "FN": 6003, + "FP": 4691, + "IoU": 0.7559339054226767, + "TN": 832344, + "TP": 33122, + "n_pred": 37813, + "n_ref": 39125 + }, + "11": { + "Dice": 0.4, + "FN": 6, + "FP": 0, + "IoU": 0.25, + "TN": 876152, + "TP": 2, + "n_pred": 2, + "n_ref": 8 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8869545809619462, + "FN": 1467, + "FP": 1572, + "IoU": 0.7968718668538199, + "TN": 861199, + "TP": 11922, + "n_pred": 13494, + "n_ref": 13389 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9009025380095705, + "FN": 1398, + "FP": 1874, + "IoU": 0.8196748415541472, + "TN": 858015, + "TP": 14873, + "n_pred": 16747, + "n_ref": 16271 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9526452713733503, + "FN": 7367, + "FP": 1625, + "IoU": 0.9095727028630618, + "TN": 776721, + "TP": 90447, + "n_pred": 92072, + "n_ref": 97814 + }, + "7": { + "Dice": 0.961749708734926, + "FN": 4411, + "FP": 5701, + "IoU": 0.9263177837042219, + "TN": 738922, + "TP": 127126, + "n_pred": 132827, + "n_ref": 131537 + }, + "8": { + "Dice": 0.8570520965692503, + "FN": 240, + "FP": 210, + "IoU": 0.7498610339077265, + "TN": 874361, + "TP": 1349, + "n_pred": 1559, + "n_ref": 1589 + }, + "9": { + "Dice": 0.7683106367316893, + "FN": 1009, + "FP": 1509, + "IoU": 0.623786045121769, + "TN": 869467, + "TP": 4175, + "n_pred": 5684, + "n_ref": 5184 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9486266223966193, + "FN": 883, + "FP": 1670, + "IoU": 0.9022737712448323, + "TN": 1025268, + "TP": 23571, + "n_pred": 25241, + "n_ref": 24454 + }, + "10": { + "Dice": 0.6937884960707459, + "FN": 9662, + "FP": 6197, + "IoU": 0.5311456023651145, + "TN": 1017567, + "TP": 17966, + "n_pred": 24163, + "n_ref": 27628 + }, + "11": { + "Dice": 0.7854251012145749, + "FN": 143, + "FP": 16, + "IoU": 0.6466666666666666, + "TN": 1050942, + "TP": 291, + "n_pred": 307, + "n_ref": 434 + }, + "12": { + "Dice": 0.6804663335712586, + "FN": 1093, + "FP": 250, + "IoU": 0.5156869816083663, + "TN": 1048619, + "TP": 1430, + "n_pred": 1680, + "n_ref": 2523 + }, + "13": { + "Dice": 0.6119864526579296, + "FN": 565, + "FP": 7340, + "IoU": 0.4409081264587312, + "TN": 1037253, + "TP": 6234, + "n_pred": 13574, + "n_ref": 6799 + }, + "14": { + "Dice": 0.9819851160633284, + "FN": 3289, + "FP": 1993, + "IoU": 0.9646078181745085, + "TN": 902150, + "TP": 143960, + "n_pred": 145953, + "n_ref": 147249 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9145248057381948, + "FN": 99, + "FP": 44, + "IoU": 0.8425110132158591, + "TN": 1050484, + "TP": 765, + "n_pred": 809, + "n_ref": 864 + }, + "3": { + "Dice": 0.9249426417568011, + "FN": 95, + "FP": 592, + "IoU": 0.8603658536585366, + "TN": 1046472, + "TP": 4233, + "n_pred": 4825, + "n_ref": 4328 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8261973261127095, + "FN": 852, + "FP": 175, + "IoU": 0.7038638985005767, + "TN": 1047924, + "TP": 2441, + "n_pred": 2616, + "n_ref": 3293 + }, + "7": { + "Dice": 0.9785566393561383, + "FN": 3084, + "FP": 6092, + "IoU": 0.9580136080568482, + "TN": 832845, + "TP": 209371, + "n_pred": 215463, + "n_ref": 212455 + }, + "8": { + "Dice": 0.9529123767009864, + "FN": 694, + "FP": 614, + "IoU": 0.9100598225950629, + "TN": 1036849, + "TP": 13235, + "n_pred": 13849, + "n_ref": 13929 + }, + "9": { + "Dice": 0.9007291843310158, + "FN": 743, + "FP": 2184, + "IoU": 0.8193878810317167, + "TN": 1035186, + "TP": 13279, + "n_pred": 15463, + "n_ref": 14022 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6150121065375302, + "FN": 129, + "FP": 30, + "IoU": 0.44405594405594406, + "TN": 875874, + "TP": 127, + "n_pred": 157, + "n_ref": 256 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8375617035931581, + "FN": 769, + "FP": 646, + "IoU": 0.720521429982224, + "TN": 871097, + "TP": 3648, + "n_pred": 4294, + "n_ref": 4417 + }, + "14": { + "Dice": 0.9797404901255888, + "FN": 3448, + "FP": 2582, + "IoU": 0.9602855750358945, + "TN": 724326, + "TP": 145804, + "n_pred": 148386, + "n_ref": 149252 + }, + "15": { + "Dice": 0.827154046997389, + "FN": 169, + "FP": 162, + "IoU": 0.705253784505788, + "TN": 875037, + "TP": 792, + "n_pred": 954, + "n_ref": 961 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.911959476729326, + "FN": 1227, + "FP": 2562, + "IoU": 0.8381668303933713, + "TN": 852747, + "TP": 19624, + "n_pred": 22186, + "n_ref": 20851 + }, + "5": { + "Dice": 0.9004687069203198, + "FN": 535, + "FP": 548, + "IoU": 0.8189568706118355, + "TN": 870178, + "TP": 4899, + "n_pred": 5447, + "n_ref": 5434 + }, + "6": { + "Dice": 0.9537264655695983, + "FN": 5246, + "FP": 1154, + "IoU": 0.9115460098957902, + "TN": 803806, + "TP": 65954, + "n_pred": 67108, + "n_ref": 71200 + }, + "7": { + "Dice": 0.9291235290335027, + "FN": 3223, + "FP": 2288, + "IoU": 0.8676290442677683, + "TN": 834527, + "TP": 36122, + "n_pred": 38410, + "n_ref": 39345 + }, + "8": { + "Dice": 0.9597982160722589, + "FN": 1629, + "FP": 1224, + "IoU": 0.9227038742888106, + "TN": 839250, + "TP": 34057, + "n_pred": 35281, + "n_ref": 35686 + }, + "9": { + "Dice": 0.2945945945945946, + "FN": 58, + "FP": 1508, + "IoU": 0.17274167987321712, + "TN": 874267, + "TP": 327, + "n_pred": 1835, + "n_ref": 385 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7605726150147525, + "FN": 2034, + "FP": 6730, + "IoU": 0.6136483865279492, + "TN": 678244, + "TP": 13920, + "n_pred": 20650, + "n_ref": 15954 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7085491308974814, + "FN": 6725, + "FP": 1491, + "IoU": 0.5486458276108334, + "TN": 682725, + "TP": 9987, + "n_pred": 11478, + "n_ref": 16712 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 132, + "FP": 0, + "IoU": 0.0, + "TN": 700796, + "TP": 0, + "n_pred": 0, + "n_ref": 132 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9225601791378989, + "FN": 441, + "FP": 389, + "IoU": 0.856252164877035, + "TN": 695154, + "TP": 4944, + "n_pred": 5333, + "n_ref": 5385 + }, + "7": { + "Dice": 0.9263881640155212, + "FN": 2421, + "FP": 4067, + "IoU": 0.862870669794771, + "TN": 653615, + "TP": 40825, + "n_pred": 44892, + "n_ref": 43246 + }, + "8": { + "Dice": 0.9384522200997065, + "FN": 385, + "FP": 936, + "IoU": 0.8840414325842697, + "TN": 689536, + "TP": 10071, + "n_pred": 11007, + "n_ref": 10456 + }, + "9": { + "Dice": 0.809004572634541, + "FN": 264, + "FP": 279, + "IoU": 0.6792675723567632, + "TN": 699235, + "TP": 1150, + "n_pred": 1429, + "n_ref": 1414 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9448015960984261, + "FN": 92, + "FP": 406, + "IoU": 0.8953781512605042, + "TN": 696168, + "TP": 4262, + "n_pred": 4668, + "n_ref": 4354 + }, + "10": { + "Dice": 0.8504077427844244, + "FN": 11445, + "FP": 5835, + "IoU": 0.7397472777384521, + "TN": 634531, + "TP": 49117, + "n_pred": 54952, + "n_ref": 60562 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8145896656534954, + "FN": 727, + "FP": 432, + "IoU": 0.6871794871794872, + "TN": 697223, + "TP": 2546, + "n_pred": 2978, + "n_ref": 3273 + }, + "13": { + "Dice": 0.28268376911692156, + "FN": 105, + "FP": 2803, + "IoU": 0.16460787130135018, + "TN": 697447, + "TP": 573, + "n_pred": 3376, + "n_ref": 678 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 8185, + "IoU": 0.0, + "TN": 692743, + "TP": 0, + "n_pred": 8185, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.935044939279047, + "FN": 2331, + "FP": 1044, + "IoU": 0.8780135179094227, + "TN": 673261, + "TP": 24292, + "n_pred": 25336, + "n_ref": 26623 + }, + "7": { + "Dice": 0.9334744081470705, + "FN": 3640, + "FP": 1893, + "IoU": 0.8752480158730159, + "TN": 656576, + "TP": 38819, + "n_pred": 40712, + "n_ref": 42459 + }, + "8": { + "Dice": 0.9192787794729542, + "FN": 1884, + "FP": 153, + "IoU": 0.8506160164271047, + "TN": 687292, + "TP": 11599, + "n_pred": 11752, + "n_ref": 13483 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6361733931240657, + "FN": 1214, + "FP": 3, + "IoU": 0.46646207803594913, + "TN": 873879, + "TP": 1064, + "n_pred": 1067, + "n_ref": 2278 + }, + "10": { + "Dice": 0.8028585888018157, + "FN": 7293, + "FP": 5562, + "IoU": 0.6706464092644309, + "TN": 837129, + "TP": 26176, + "n_pred": 31738, + "n_ref": 33469 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 876142, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6975892453196028, + "FN": 7810, + "FP": 6227, + "IoU": 0.535613855162603, + "TN": 845933, + "TP": 16190, + "n_pred": 22417, + "n_ref": 24000 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 220, + "IoU": 0.0, + "TN": 875940, + "TP": 0, + "n_pred": 220, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 72, + "IoU": 0.0, + "TN": 876088, + "TP": 0, + "n_pred": 72, + "n_ref": 0 + }, + "6": { + "Dice": 0.9003528100657694, + "FN": 1049, + "FP": 16208, + "IoU": 0.8187651624150643, + "TN": 780941, + "TP": 77962, + "n_pred": 94170, + "n_ref": 79011 + }, + "7": { + "Dice": 0.912953000676481, + "FN": 9689, + "FP": 3822, + "IoU": 0.8398468522930669, + "TN": 791797, + "TP": 70852, + "n_pred": 74674, + "n_ref": 80541 + }, + "8": { + "Dice": 0.9471979044599159, + "FN": 1194, + "FP": 338, + "IoU": 0.8996922673999869, + "TN": 860887, + "TP": 13741, + "n_pred": 14079, + "n_ref": 14935 + }, + "9": { + "Dice": 0.8315226203988973, + "FN": 1865, + "FP": 3330, + "IoU": 0.7116291978906467, + "TN": 858145, + "TP": 12820, + "n_pred": 16150, + "n_ref": 14685 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7873523648111859, + "FN": 2107, + "FP": 1908, + "IoU": 0.6492837176799441, + "TN": 1215176, + "TP": 7433, + "n_pred": 9341, + "n_ref": 9540 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3555311957613958, + "FN": 11508, + "FP": 2602, + "IoU": 0.2161982001999778, + "TN": 1208622, + "TP": 3892, + "n_pred": 6494, + "n_ref": 15400 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9701443079262152, + "FN": 3225, + "FP": 1370, + "IoU": 0.9420196590579298, + "TN": 1147373, + "TP": 74656, + "n_pred": 76026, + "n_ref": 77881 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7915319023816525, + "FN": 778, + "FP": 640, + "IoU": 0.6549878345498783, + "TN": 1222514, + "TP": 2692, + "n_pred": 3332, + "n_ref": 3470 + }, + "6": { + "Dice": 0.894810254437016, + "FN": 3380, + "FP": 11929, + "IoU": 0.8096440073113412, + "TN": 1146201, + "TP": 65114, + "n_pred": 77043, + "n_ref": 68494 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 26301, + "IoU": 0.0, + "TN": 1200323, + "TP": 0, + "n_pred": 26301, + "n_ref": 0 + }, + "8": { + "Dice": 0.9660495935514721, + "FN": 272, + "FP": 225, + "IoU": 0.9343287526427061, + "TN": 1219056, + "TP": 7071, + "n_pred": 7296, + "n_ref": 7343 + }, + "9": { + "Dice": 0.8504113297927731, + "FN": 3458, + "FP": 2288, + "IoU": 0.7397527061914035, + "TN": 1204545, + "TP": 16333, + "n_pred": 18621, + "n_ref": 19791 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 1685, + "FP": 0, + "IoU": 0.0, + "TN": 1400171, + "TP": 0, + "n_pred": 0, + "n_ref": 1685 + }, + "10": { + "Dice": 0.6777262919599589, + "FN": 7934, + "FP": 1177, + "IoU": 0.5125461452035739, + "TN": 1383165, + "TP": 9580, + "n_pred": 10757, + "n_ref": 17514 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.2074074074074074, + "FN": 383, + "FP": 259, + "IoU": 0.11570247933884298, + "TN": 1401130, + "TP": 84, + "n_pred": 343, + "n_ref": 467 + }, + "13": { + "Dice": 0.14061054579093432, + "FN": 2616, + "FP": 1100, + "IoU": 0.07562189054726368, + "TN": 1397836, + "TP": 304, + "n_pred": 1404, + "n_ref": 2920 + }, + "14": { + "Dice": 0.18951396675279092, + "FN": 131753, + "FP": 1251, + "IoU": 0.10467574080805633, + "TN": 1253302, + "TP": 15550, + "n_pred": 16801, + "n_ref": 147303 + }, + "15": { + "Dice": 0.5176076020122974, + "FN": 4183, + "FP": 132, + "IoU": 0.3491704374057315, + "TN": 1395226, + "TP": 2315, + "n_pred": 2447, + "n_ref": 6498 + }, + "2": { + "Dice": 0.2907687359279511, + "FN": 126, + "FP": 10899, + "IoU": 0.17011667293940536, + "TN": 1388571, + "TP": 2260, + "n_pred": 13159, + "n_ref": 2386 + }, + "3": { + "Dice": 0.7523279932918487, + "FN": 10244, + "FP": 980, + "IoU": 0.6029853913904708, + "TN": 1373585, + "TP": 17047, + "n_pred": 18027, + "n_ref": 27291 + }, + "4": { + "Dice": 0.6229610389610389, + "FN": 1421, + "FP": 13095, + "IoU": 0.45239173079824957, + "TN": 1375348, + "TP": 11992, + "n_pred": 25087, + "n_ref": 13413 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9156468089410337, + "FN": 4479, + "FP": 7197, + "IoU": 0.8444174983676895, + "TN": 1326809, + "TP": 63371, + "n_pred": 70568, + "n_ref": 67850 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 476, + "IoU": 0.0, + "TN": 1401380, + "TP": 0, + "n_pred": 476, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9944203532411457, + "FN": 769, + "FP": 730, + "IoU": 0.9889026259096664, + "TN": 565851, + "TP": 133578, + "n_pred": 134308, + "n_ref": 134347 + }, + "10": { + "Dice": 0.8712382190445239, + "FN": 737, + "FP": 1244, + "IoU": 0.7718530461821951, + "TN": 692245, + "TP": 6702, + "n_pred": 7946, + "n_ref": 7439 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8251220594762538, + "FN": 509, + "FP": 1067, + "IoU": 0.702304495655459, + "TN": 695634, + "TP": 3718, + "n_pred": 4785, + "n_ref": 4227 + }, + "13": { + "Dice": 0.018269747447608814, + "FN": 3654, + "FP": 0, + "IoU": 0.009219088937093275, + "TN": 697240, + "TP": 34, + "n_pred": 34, + "n_ref": 3688 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9505804311774461, + "FN": 90, + "FP": 59, + "IoU": 0.9058154235145386, + "TN": 699346, + "TP": 1433, + "n_pred": 1492, + "n_ref": 1523 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9663456560008284, + "FN": 200, + "FP": 125, + "IoU": 0.9348827890202365, + "TN": 695937, + "TP": 4666, + "n_pred": 4791, + "n_ref": 4866 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 700921, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9324140887333, + "FN": 2062, + "FP": 1722, + "IoU": 0.8733855316870776, + "TN": 671042, + "TP": 26102, + "n_pred": 27824, + "n_ref": 28164 + }, + "7": { + "Dice": 0.9338720218644169, + "FN": 316, + "FP": 797, + "IoU": 0.8759473918858671, + "TN": 691956, + "TP": 7859, + "n_pred": 8656, + "n_ref": 8175 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9443980431929364, + "FN": 2223, + "FP": 573, + "IoU": 0.8946535548773595, + "TN": 1200083, + "TP": 23745, + "n_pred": 24318, + "n_ref": 25968 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 4107, + "IoU": 0.0, + "TN": 1222517, + "TP": 0, + "n_pred": 4107, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.887412040656763, + "FN": 201, + "FP": 87, + "IoU": 0.797610681658468, + "TN": 1225201, + "TP": 1135, + "n_pred": 1222, + "n_ref": 1336 + }, + "3": { + "Dice": 0.0, + "FN": 127, + "FP": 0, + "IoU": 0.0, + "TN": 1226497, + "TP": 0, + "n_pred": 0, + "n_ref": 127 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 493, + "IoU": 0.0, + "TN": 1226131, + "TP": 0, + "n_pred": 493, + "n_ref": 0 + }, + "5": { + "Dice": 0.35740191229805474, + "FN": 1830, + "FP": 119, + "IoU": 0.21758329987956643, + "TN": 1224133, + "TP": 542, + "n_pred": 661, + "n_ref": 2372 + }, + "6": { + "Dice": 0.911633944507545, + "FN": 1074, + "FP": 1649, + "IoU": 0.837617031427038, + "TN": 1209855, + "TP": 14046, + "n_pred": 15695, + "n_ref": 15120 + }, + "7": { + "Dice": 0.8602858486515222, + "FN": 5673, + "FP": 1160, + "IoU": 0.7548259777538572, + "TN": 1198754, + "TP": 21037, + "n_pred": 22197, + "n_ref": 26710 + }, + "8": { + "Dice": 0.572361638587553, + "FN": 63182, + "FP": 1113, + "IoU": 0.400915003447569, + "TN": 1119302, + "TP": 43027, + "n_pred": 44140, + "n_ref": 106209 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9053371799495131, + "FN": 968, + "FP": 82, + "IoU": 0.8270466150551804, + "TN": 694857, + "TP": 5021, + "n_pred": 5103, + "n_ref": 5989 + }, + "6": { + "Dice": 0.8866417158485678, + "FN": 137, + "FP": 3013, + "IoU": 0.7963669274031935, + "TN": 685459, + "TP": 12319, + "n_pred": 15332, + "n_ref": 12456 + }, + "7": { + "Dice": 0.9379675491033305, + "FN": 3173, + "FP": 459, + "IoU": 0.8831816281238943, + "TN": 669837, + "TP": 27459, + "n_pred": 27918, + "n_ref": 30632 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 371, + "FP": 0, + "IoU": 0.0, + "TN": 700557, + "TP": 0, + "n_pred": 0, + "n_ref": 371 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9734239802224969, + "FN": 113, + "FP": 231, + "IoU": 0.9482239614689946, + "TN": 1920908, + "TP": 6300, + "n_pred": 6531, + "n_ref": 6413 + }, + "10": { + "Dice": 0.7272727272727273, + "FN": 2, + "FP": 1, + "IoU": 0.5714285714285714, + "TN": 1927545, + "TP": 4, + "n_pred": 5, + "n_ref": 6 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.08519845831361147, + "FN": 44, + "FP": 27014, + "IoU": 0.04449466770252136, + "TN": 1899234, + "TP": 1260, + "n_pred": 28274, + "n_ref": 1304 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 38651, + "IoU": 0.0, + "TN": 1888901, + "TP": 0, + "n_pred": 38651, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 1927550, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "3": { + "Dice": 0.972972972972973, + "FN": 1950, + "FP": 796, + "IoU": 0.9473684210526315, + "TN": 1875378, + "TP": 49428, + "n_pred": 50224, + "n_ref": 51378 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8452557382974878, + "FN": 785, + "FP": 3496, + "IoU": 0.731985225067301, + "TN": 1911579, + "TP": 11692, + "n_pred": 15188, + "n_ref": 12477 + }, + "7": { + "Dice": 0.7602732578208411, + "FN": 13856, + "FP": 16007, + "IoU": 0.6132587383607236, + "TN": 1850335, + "TP": 47354, + "n_pred": 63361, + "n_ref": 61210 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8900013421017313, + "FN": 13345, + "FP": 3047, + "IoU": 0.8018039803641815, + "TN": 1494382, + "TP": 66314, + "n_pred": 69361, + "n_ref": 79659 + }, + "10": { + "Dice": 0.857907506065381, + "FN": 3421, + "FP": 2260, + "IoU": 0.7511716525776356, + "TN": 1554257, + "TP": 17150, + "n_pred": 19410, + "n_ref": 20571 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8308710033076075, + "FN": 681, + "FP": 853, + "IoU": 0.7106752168992833, + "TN": 1571786, + "TP": 3768, + "n_pred": 4621, + "n_ref": 4449 + }, + "13": { + "Dice": 0.6483253588516746, + "FN": 1313, + "FP": 157, + "IoU": 0.479646017699115, + "TN": 1574263, + "TP": 1355, + "n_pred": 1512, + "n_ref": 2668 + }, + "14": { + "Dice": 0.9433620705854842, + "FN": 53321, + "FP": 931, + "IoU": 0.8927959562346981, + "TN": 1071025, + "TP": 451811, + "n_pred": 452742, + "n_ref": 505132 + }, + "15": { + "Dice": 0.7114772188289501, + "FN": 22447, + "FP": 7360, + "IoU": 0.5521650289972655, + "TN": 1510530, + "TP": 36751, + "n_pred": 44111, + "n_ref": 59198 + }, + "2": { + "Dice": 0.9739787242456598, + "FN": 2026, + "FP": 606, + "IoU": 0.949277317402197, + "TN": 1525198, + "TP": 49258, + "n_pred": 49864, + "n_ref": 51284 + }, + "3": { + "Dice": 0.9619315225309606, + "FN": 881, + "FP": 948, + "IoU": 0.9266551710309981, + "TN": 1552151, + "TP": 23108, + "n_pred": 24056, + "n_ref": 23989 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.39706250939896737, + "FN": 5251, + "FP": 18805, + "IoU": 0.2477092910529443, + "TN": 1545111, + "TP": 7921, + "n_pred": 26726, + "n_ref": 13172 + }, + "7": { + "Dice": 0.27080188533933025, + "FN": 660, + "FP": 94022, + "IoU": 0.15660547108130016, + "TN": 1464825, + "TP": 17581, + "n_pred": 111603, + "n_ref": 18241 + }, + "8": { + "Dice": 0.9700462288645431, + "FN": 237, + "FP": 236, + "IoU": 0.9418347270044269, + "TN": 1568956, + "TP": 7659, + "n_pred": 7895, + "n_ref": 7896 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8004424778761062, + "FN": 601, + "FP": 301, + "IoU": 0.6672814459609, + "TN": 873449, + "TP": 1809, + "n_pred": 2110, + "n_ref": 2410 + }, + "11": { + "Dice": 0.8220417942233462, + "FN": 792, + "FP": 545, + "IoU": 0.6978531073446328, + "TN": 871735, + "TP": 3088, + "n_pred": 3633, + "n_ref": 3880 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.875641510453244, + "FN": 923, + "FP": 3681, + "IoU": 0.7787921010906644, + "TN": 855347, + "TP": 16209, + "n_pred": 19890, + "n_ref": 17132 + }, + "14": { + "Dice": 0.9920687720946008, + "FN": 1606, + "FP": 826, + "IoU": 0.9842623629751381, + "TN": 721626, + "TP": 152102, + "n_pred": 152928, + "n_ref": 153708 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9711601485689316, + "FN": 245, + "FP": 547, + "IoU": 0.943937141643661, + "TN": 862033, + "TP": 13335, + "n_pred": 13882, + "n_ref": 13580 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9198724417712832, + "FN": 960, + "FP": 1025, + "IoU": 0.8516331564391958, + "TN": 862781, + "TP": 11394, + "n_pred": 12419, + "n_ref": 12354 + }, + "5": { + "Dice": 0.801898576067949, + "FN": 1833, + "FP": 546, + "IoU": 0.6693077564637198, + "TN": 868966, + "TP": 4815, + "n_pred": 5361, + "n_ref": 6648 + }, + "6": { + "Dice": 0.9712882538522056, + "FN": 4959, + "FP": 2267, + "IoU": 0.9441792197759753, + "TN": 746710, + "TP": 122224, + "n_pred": 124491, + "n_ref": 127183 + }, + "7": { + "Dice": 0.0, + "FN": 1, + "FP": 0, + "IoU": 0.0, + "TN": 876159, + "TP": 0, + "n_pred": 0, + "n_ref": 1 + }, + "8": { + "Dice": 0.9230932879480906, + "FN": 223, + "FP": 500, + "IoU": 0.8571710786250494, + "TN": 871098, + "TP": 4339, + "n_pred": 4839, + "n_ref": 4562 + }, + "9": { + "Dice": 0.9050181525966106, + "FN": 2683, + "FP": 3936, + "IoU": 0.8265142976961183, + "TN": 838007, + "TP": 31534, + "n_pred": 35470, + "n_ref": 34217 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7016434399031893, + "FN": 7002, + "FP": 641, + "IoU": 0.540408899579074, + "TN": 1034762, + "TP": 8987, + "n_pred": 9628, + "n_ref": 15989 + }, + "11": { + "Dice": 0.5817174515235457, + "FN": 26, + "FP": 276, + "IoU": 0.41015625, + "TN": 1050880, + "TP": 210, + "n_pred": 486, + "n_ref": 236 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7554700013224986, + "FN": 12576, + "FP": 4065, + "IoU": 0.607032375374879, + "TN": 1009045, + "TP": 25706, + "n_pred": 29771, + "n_ref": 38282 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9251767801348463, + "FN": 120, + "FP": 335, + "IoU": 0.8607711138310894, + "TN": 1048124, + "TP": 2813, + "n_pred": 3148, + "n_ref": 2933 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4832, + "IoU": 0.0, + "TN": 1046560, + "TP": 0, + "n_pred": 4832, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.972170741471081, + "FN": 4728, + "FP": 4657, + "IoU": 0.9458484796030234, + "TN": 878082, + "TP": 163925, + "n_pred": 168582, + "n_ref": 168653 + }, + "7": { + "Dice": 0.8501396214706795, + "FN": 227, + "FP": 256, + "IoU": 0.7393416082029142, + "TN": 1049539, + "TP": 1370, + "n_pred": 1626, + "n_ref": 1597 + }, + "8": { + "Dice": 0.9533739456419869, + "FN": 658, + "FP": 934, + "IoU": 0.9109021714797403, + "TN": 1033524, + "TP": 16276, + "n_pred": 17210, + "n_ref": 16934 + }, + "9": { + "Dice": 0.8785332947067831, + "FN": 1253, + "FP": 1682, + "IoU": 0.7833788471473909, + "TN": 1037843, + "TP": 10614, + "n_pred": 12296, + "n_ref": 11867 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9545876908838501, + "FN": 9798, + "FP": 2469, + "IoU": 0.9131207682937194, + "TN": 1085428, + "TP": 128929, + "n_pred": 131398, + "n_ref": 138727 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 10, + "FP": 0, + "IoU": 0.0, + "TN": 1226614, + "TP": 0, + "n_pred": 0, + "n_ref": 10 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9755757095186176, + "FN": 4502, + "FP": 1412, + "IoU": 0.9523160653094134, + "TN": 1102599, + "TP": 118111, + "n_pred": 119523, + "n_ref": 122613 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5911262798634812, + "FN": 3265, + "FP": 329, + "IoU": 0.41957364341085274, + "TN": 1220432, + "TP": 2598, + "n_pred": 2927, + "n_ref": 5863 + }, + "6": { + "Dice": 0.7981192304374083, + "FN": 620, + "FP": 8740, + "IoU": 0.6640585744024119, + "TN": 1198762, + "TP": 18502, + "n_pred": 27242, + "n_ref": 19122 + }, + "7": { + "Dice": 0.968094804010939, + "FN": 4567, + "FP": 5233, + "IoU": 0.9381625441696113, + "TN": 1068144, + "TP": 148680, + "n_pred": 153913, + "n_ref": 153247 + }, + "8": { + "Dice": 0.9574919698705787, + "FN": 1264, + "FP": 999, + "IoU": 0.9184504504504505, + "TN": 1198874, + "TP": 25487, + "n_pred": 26486, + "n_ref": 26751 + }, + "9": { + "Dice": 0.9144530432963816, + "FN": 41, + "FP": 368, + "IoU": 0.8423892100192678, + "TN": 1224029, + "TP": 2186, + "n_pred": 2554, + "n_ref": 2227 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5642923219241444, + "FN": 471, + "FP": 0, + "IoU": 0.39304123711340205, + "TN": 875384, + "TP": 305, + "n_pred": 305, + "n_ref": 776 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7872947629813573, + "FN": 3624, + "FP": 2115, + "IoU": 0.6492053789731052, + "TN": 859800, + "TP": 10621, + "n_pred": 12736, + "n_ref": 14245 + }, + "14": { + "Dice": 0.8865570642858207, + "FN": 2496, + "FP": 5115, + "IoU": 0.7962303552783058, + "TN": 838809, + "TP": 29740, + "n_pred": 34855, + "n_ref": 32236 + }, + "15": { + "Dice": 0.7387562189054726, + "FN": 1739, + "FP": 8763, + "IoU": 0.5857362628693148, + "TN": 850809, + "TP": 14849, + "n_pred": 23612, + "n_ref": 16588 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8640310853374937, + "FN": 3725, + "FP": 894, + "IoU": 0.7606115573982897, + "TN": 856865, + "TP": 14676, + "n_pred": 15570, + "n_ref": 18401 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9547799443477536, + "FN": 2496, + "FP": 1843, + "IoU": 0.9134726598332868, + "TN": 826014, + "TP": 45807, + "n_pred": 47650, + "n_ref": 48303 + }, + "7": { + "Dice": 0.9198159540919195, + "FN": 3190, + "FP": 3014, + "IoU": 0.851536326218053, + "TN": 834372, + "TP": 35584, + "n_pred": 38598, + "n_ref": 38774 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.16024537236332329, + "FN": 233, + "FP": 15373, + "IoU": 0.08710149166422931, + "TN": 1910457, + "TP": 1489, + "n_pred": 16862, + "n_ref": 1722 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3089, + "IoU": 0.0, + "TN": 1924463, + "TP": 0, + "n_pred": 3089, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 498, + "FP": 0, + "IoU": 0.0, + "TN": 1927054, + "TP": 0, + "n_pred": 0, + "n_ref": 498 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 517, + "IoU": 0.0, + "TN": 1927035, + "TP": 0, + "n_pred": 517, + "n_ref": 0 + }, + "14": { + "Dice": 0.8055205004967376, + "FN": 12927, + "FP": 1559, + "IoU": 0.6743694645506452, + "TN": 1883066, + "TP": 30000, + "n_pred": 31559, + "n_ref": 42927 + }, + "15": { + "Dice": 0.5322899697463347, + "FN": 3619, + "FP": 12459, + "IoU": 0.3626669837872121, + "TN": 1902325, + "TP": 9149, + "n_pred": 21608, + "n_ref": 12768 + }, + "2": { + "Dice": 0.7913669064748201, + "FN": 23, + "FP": 6, + "IoU": 0.6547619047619048, + "TN": 1927468, + "TP": 55, + "n_pred": 61, + "n_ref": 78 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 165, + "IoU": 0.0, + "TN": 1927387, + "TP": 0, + "n_pred": 165, + "n_ref": 0 + }, + "4": { + "Dice": 0.8985616245181912, + "FN": 749, + "FP": 330, + "IoU": 0.8158074428132468, + "TN": 1921694, + "TP": 4779, + "n_pred": 5109, + "n_ref": 5528 + }, + "5": { + "Dice": 0.0, + "FN": 350, + "FP": 408, + "IoU": 0.0, + "TN": 1926794, + "TP": 0, + "n_pred": 408, + "n_ref": 350 + }, + "6": { + "Dice": 0.7091536010449037, + "FN": 559494, + "FP": 764, + "IoU": 0.5493710185959719, + "TN": 684272, + "TP": 683022, + "n_pred": 683786, + "n_ref": 1242516 + }, + "7": { + "Dice": 0.5741888360955701, + "FN": 20799, + "FP": 35750, + "IoU": 0.40271029616798343, + "TN": 1832876, + "TP": 38127, + "n_pred": 73877, + "n_ref": 58926 + }, + "8": { + "Dice": 0.926605504587156, + "FN": 11, + "FP": 21, + "IoU": 0.8632478632478633, + "TN": 1927318, + "TP": 202, + "n_pred": 223, + "n_ref": 213 + }, + "9": { + "Dice": 0.5520287054926856, + "FN": 2034, + "FP": 4458, + "IoU": 0.3812428516965307, + "TN": 1917060, + "TP": 4000, + "n_pred": 8458, + "n_ref": 6034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9092355536269617, + "FN": 1097, + "FP": 2668, + "IoU": 0.8335764487468506, + "TN": 503073, + "TP": 18858, + "n_pred": 21526, + "n_ref": 19955 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7321286207812915, + "FN": 1375, + "FP": 641, + "IoU": 0.5774470760846783, + "TN": 520925, + "TP": 2755, + "n_pred": 3396, + "n_ref": 4130 + }, + "13": { + "Dice": 0.5639763779527559, + "FN": 369, + "FP": 1403, + "IoU": 0.39273474982864975, + "TN": 522778, + "TP": 1146, + "n_pred": 2549, + "n_ref": 1515 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9248839114995903, + "FN": 445, + "FP": 105, + "IoU": 0.8602642276422764, + "TN": 521760, + "TP": 3386, + "n_pred": 3491, + "n_ref": 3831 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9648902821316614, + "FN": 837, + "FP": 1291, + "IoU": 0.9321623258631133, + "TN": 494327, + "TP": 29241, + "n_pred": 30532, + "n_ref": 30078 + }, + "7": { + "Dice": 0.973961103672591, + "FN": 2866, + "FP": 1393, + "IoU": 0.949243841689409, + "TN": 441785, + "TP": 79652, + "n_pred": 81045, + "n_ref": 82518 + }, + "8": { + "Dice": 0.961180041535758, + "FN": 364, + "FP": 365, + "IoU": 0.9252614312077097, + "TN": 515942, + "TP": 9025, + "n_pred": 9390, + "n_ref": 9389 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.982573726541555, + "FN": 2468, + "FP": 1406, + "IoU": 0.9657444005270093, + "TN": 3917245, + "TP": 109217, + "n_pred": 110623, + "n_ref": 111685 + }, + "10": { + "Dice": 0.8472770323599053, + "FN": 128, + "FP": 646, + "IoU": 0.735022252653201, + "TN": 4027415, + "TP": 2147, + "n_pred": 2793, + "n_ref": 2275 + }, + "11": { + "Dice": 0.5128105590062112, + "FN": 2256, + "FP": 254, + "IoU": 0.3448185852257896, + "TN": 4026505, + "TP": 1321, + "n_pred": 1575, + "n_ref": 3577 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 34, + "IoU": 0.0, + "TN": 4030302, + "TP": 0, + "n_pred": 34, + "n_ref": 0 + }, + "13": { + "Dice": 0.07065078472470733, + "FN": 173, + "FP": 18006, + "IoU": 0.03661897191308956, + "TN": 4011466, + "TP": 691, + "n_pred": 18697, + "n_ref": 864 + }, + "14": { + "Dice": 0.0, + "FN": 688, + "FP": 47788, + "IoU": 0.0, + "TN": 3981860, + "TP": 0, + "n_pred": 47788, + "n_ref": 688 + }, + "15": { + "Dice": 0.09034887565241427, + "FN": 6684, + "FP": 161153, + "IoU": 0.04731171809368118, + "TN": 3854164, + "TP": 8335, + "n_pred": 169488, + "n_ref": 15019 + }, + "2": { + "Dice": 0.9671822979186012, + "FN": 470, + "FP": 979, + "IoU": 0.9364501556949256, + "TN": 4007535, + "TP": 21352, + "n_pred": 22331, + "n_ref": 21822 + }, + "3": { + "Dice": 0.9658613202753268, + "FN": 452, + "FP": 287, + "IoU": 0.9339765925131779, + "TN": 4019143, + "TP": 10454, + "n_pred": 10741, + "n_ref": 10906 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2211, + "IoU": 0.0, + "TN": 4028125, + "TP": 0, + "n_pred": 2211, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.14033204746560524, + "FN": 1696, + "FP": 712762, + "IoU": 0.07546080862143038, + "TN": 3257564, + "TP": 58314, + "n_pred": 771076, + "n_ref": 60010 + }, + "7": { + "Dice": 0.9793466031654725, + "FN": 5944, + "FP": 3822, + "IoU": 0.9595290685386786, + "TN": 3789027, + "TP": 231543, + "n_pred": 235365, + "n_ref": 237487 + }, + "8": { + "Dice": 0.9602206736353078, + "FN": 371, + "FP": 177, + "IoU": 0.9234850600390953, + "TN": 4023174, + "TP": 6614, + "n_pred": 6791, + "n_ref": 6985 + }, + "9": { + "Dice": 0.911665086031703, + "FN": 543, + "FP": 2065, + "IoU": 0.8376696128470061, + "TN": 4014270, + "TP": 13458, + "n_pred": 15523, + "n_ref": 14001 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8565780803865584, + "FN": 2483, + "FP": 782, + "IoU": 0.749135612754514, + "TN": 863145, + "TP": 9750, + "n_pred": 10532, + "n_ref": 12233 + }, + "6": { + "Dice": 0.9360365505425471, + "FN": 235, + "FP": 213, + "IoU": 0.8797638217928073, + "TN": 872434, + "TP": 3278, + "n_pred": 3491, + "n_ref": 3513 + }, + "7": { + "Dice": 0.7487938243808299, + "FN": 358, + "FP": 1204, + "IoU": 0.5984575835475578, + "TN": 872270, + "TP": 2328, + "n_pred": 3532, + "n_ref": 2686 + }, + "8": { + "Dice": 0.9541489863272041, + "FN": 637, + "FP": 1697, + "IoU": 0.9123182689056689, + "TN": 849541, + "TP": 24285, + "n_pred": 25982, + "n_ref": 24922 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9264490988796883, + "FN": 45, + "FP": 106, + "IoU": 0.8629764065335753, + "TN": 1575986, + "TP": 951, + "n_pred": 1057, + "n_ref": 996 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7599174899576593, + "FN": 4436, + "FP": 6621, + "IoU": 0.6127959097912873, + "TN": 1548532, + "TP": 17499, + "n_pred": 24120, + "n_ref": 21935 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.912624687210777, + "FN": 2090, + "FP": 15753, + "IoU": 0.8392913435470651, + "TN": 1466061, + "TP": 93184, + "n_pred": 108937, + "n_ref": 95274 + }, + "3": { + "Dice": 0.507221566434085, + "FN": 5131, + "FP": 74604, + "IoU": 0.33978355731094384, + "TN": 1456317, + "TP": 41036, + "n_pred": 115640, + "n_ref": 46167 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9302201467645097, + "FN": 429, + "FP": 94, + "IoU": 0.8695435270641058, + "TN": 1573079, + "TP": 3486, + "n_pred": 3580, + "n_ref": 3915 + }, + "7": { + "Dice": 0.7955390334572491, + "FN": 55, + "FP": 0, + "IoU": 0.6604938271604939, + "TN": 1576926, + "TP": 107, + "n_pred": 107, + "n_ref": 162 + }, + "8": { + "Dice": 0.9464424320827943, + "FN": 114, + "FP": 300, + "IoU": 0.8983300589390962, + "TN": 1573016, + "TP": 3658, + "n_pred": 3958, + "n_ref": 3772 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 15, + "FP": 0, + "IoU": 0.0, + "TN": 700913, + "TP": 0, + "n_pred": 0, + "n_ref": 15 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8988482258963403, + "FN": 1810, + "FP": 368, + "IoU": 0.8162800506115563, + "TN": 689073, + "TP": 9677, + "n_pred": 10045, + "n_ref": 11487 + }, + "6": { + "Dice": 0.7428139183055976, + "FN": 483, + "FP": 197, + "IoU": 0.5908543922984356, + "TN": 699266, + "TP": 982, + "n_pred": 1179, + "n_ref": 1465 + }, + "7": { + "Dice": 0.9828210597388248, + "FN": 3384, + "FP": 1094, + "IoU": 0.966222383139855, + "TN": 568355, + "TP": 128095, + "n_pred": 129189, + "n_ref": 131479 + }, + "8": { + "Dice": 0.9736446400743637, + "FN": 393, + "FP": 1535, + "IoU": 0.9486428171865428, + "TN": 663387, + "TP": 35613, + "n_pred": 37148, + "n_ref": 36006 + }, + "9": { + "Dice": 0.9524064648629342, + "FN": 209, + "FP": 324, + "IoU": 0.9091374019774975, + "TN": 695062, + "TP": 5333, + "n_pred": 5657, + "n_ref": 5542 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0402.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.6008797201145235, + "FN": 2591.031111111111, + "FP": 4184.977777777777, + "IoU": 0.523892287585189, + "TN": 1327895.5800000003, + "TP": 20455.877777777776, + "n_pred": 24640.855555555554, + "n_ref": 23046.908888888887 + }, + "mean": { + "1": { + "Dice": 0.579414560510353, + "FN": 1116.9666666666667, + "FP": 3254.1666666666665, + "IoU": 0.5272834041234994, + "TN": 1314391.2666666666, + "TP": 36365.066666666666, + "n_pred": 39619.23333333333, + "n_ref": 37482.03333333333 + }, + "10": { + "Dice": 0.6640729615598565, + "FN": 2943.7, + "FP": 1706.3333333333333, + "IoU": 0.5646105732730781, + "TN": 1344486.4, + "TP": 5991.033333333334, + "n_pred": 7697.366666666667, + "n_ref": 8934.733333333334 + }, + "11": { + "Dice": 0.30565712391726413, + "FN": 90.63333333333334, + "FP": 247.86666666666667, + "IoU": 0.24278725387743808, + "TN": 1354428.5333333334, + "TP": 360.43333333333334, + "n_pred": 608.3, + "n_ref": 451.06666666666666 + }, + "12": { + "Dice": 0.2738060878769966, + "FN": 169.06666666666666, + "FP": 61.96666666666667, + "IoU": 0.21275132748920939, + "TN": 1354699.8666666667, + "TP": 196.56666666666666, + "n_pred": 258.53333333333336, + "n_ref": 365.6333333333333 + }, + "13": { + "Dice": 0.4426944281083351, + "FN": 2431.766666666667, + "FP": 3446.5666666666666, + "IoU": 0.3429948077595783, + "TN": 1344669.0666666667, + "TP": 4580.066666666667, + "n_pred": 8026.633333333333, + "n_ref": 7011.833333333333 + }, + "14": { + "Dice": 0.49992245712028377, + "FN": 1851.1333333333334, + "FP": 12079.766666666666, + "IoU": 0.4415936010228597, + "TN": 1325086.0333333334, + "TP": 16110.533333333333, + "n_pred": 28190.3, + "n_ref": 17961.666666666668 + }, + "15": { + "Dice": 0.45246742843638854, + "FN": 4185.466666666666, + "FP": 1099.9666666666667, + "IoU": 0.35848711382521503, + "TN": 1343311.9666666666, + "TP": 6530.066666666667, + "n_pred": 7630.033333333334, + "n_ref": 10715.533333333333 + }, + "2": { + "Dice": 0.8342746044702859, + "FN": 1361.9666666666667, + "FP": 3373.0333333333333, + "IoU": 0.7805406504039359, + "TN": 1330210.0666666667, + "TP": 20182.4, + "n_pred": 23555.433333333334, + "n_ref": 21544.366666666665 + }, + "3": { + "Dice": 0.5191390124106653, + "FN": 1474.2, + "FP": 789.6, + "IoU": 0.4681719611256285, + "TN": 1341503.0333333334, + "TP": 11360.633333333333, + "n_pred": 12150.233333333334, + "n_ref": 12834.833333333334 + }, + "4": { + "Dice": 0.5393862741743756, + "FN": 3630.6666666666665, + "FP": 483.96666666666664, + "IoU": 0.4341331961616542, + "TN": 1347437.1666666667, + "TP": 3575.6666666666665, + "n_pred": 4059.633333333333, + "n_ref": 7206.333333333333 + }, + "5": { + "Dice": 0.6963368577118123, + "FN": 448.0, + "FP": 186.96666666666667, + "IoU": 0.5967768412264647, + "TN": 1353203.7, + "TP": 1288.8, + "n_pred": 1475.7666666666667, + "n_ref": 1736.8 + }, + "6": { + "Dice": 0.8837707619466098, + "FN": 5070.366666666667, + "FP": 15548.7, + "IoU": 0.8139169694394447, + "TN": 1237900.2666666666, + "TP": 96608.13333333333, + "n_pred": 112156.83333333333, + "n_ref": 101678.5 + }, + "7": { + "Dice": 0.7690762410134278, + "FN": 11709.933333333332, + "FP": 17043.4, + "IoU": 0.6822159332910492, + "TN": 1238009.5333333334, + "TP": 88364.6, + "n_pred": 105408.0, + "n_ref": 100074.53333333334 + }, + "8": { + "Dice": 0.7875532869892804, + "FN": 746.5, + "FP": 2466.4333333333334, + "IoU": 0.7325050970788288, + "TN": 1342511.6333333333, + "TP": 9402.9, + "n_pred": 11869.333333333334, + "n_ref": 10149.4 + }, + "9": { + "Dice": 0.7656237154719155, + "FN": 1635.1, + "FP": 985.9333333333333, + "IoU": 0.6596155836799514, + "TN": 1346585.1666666667, + "TP": 5921.266666666666, + "n_pred": 6907.2, + "n_ref": 7556.366666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9842373620810811, + "FN": 2433, + "FP": 2300, + "IoU": 0.9689639344262295, + "TN": 2300748, + "TP": 147767, + "n_pred": 150067, + "n_ref": 150200 + }, + "10": { + "Dice": 0.0, + "FN": 23028, + "FP": 11867, + "IoU": 0.0, + "TN": 2418353, + "TP": 0, + "n_pred": 11867, + "n_ref": 23028 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 2453246, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 2453229, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "13": { + "Dice": 0.0007078142695356738, + "FN": 6936, + "FP": 7182, + "IoU": 0.00035403242937053034, + "TN": 2439125, + "TP": 5, + "n_pred": 7187, + "n_ref": 6941 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 164, + "IoU": 0.0, + "TN": 2453084, + "TP": 0, + "n_pred": 164, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.470817523283891, + "FN": 30595, + "FP": 87, + "IoU": 0.30788838510297534, + "TN": 2408917, + "TP": 13649, + "n_pred": 13736, + "n_ref": 44244 + }, + "5": { + "Dice": 0.5690417690417691, + "FN": 2291, + "FP": 340, + "IoU": 0.39766483516483514, + "TN": 2448880, + "TP": 1737, + "n_pred": 2077, + "n_ref": 4028 + }, + "6": { + "Dice": 0.957854136189771, + "FN": 20871, + "FP": 44931, + "IoU": 0.9191171499618338, + "TN": 1639701, + "TP": 747745, + "n_pred": 792676, + "n_ref": 768616 + }, + "7": { + "Dice": 0.8549579831932773, + "FN": 19688, + "FP": 13106, + "IoU": 0.7466607955379422, + "TN": 2323801, + "TP": 96653, + "n_pred": 109759, + "n_ref": 116341 + }, + "8": { + "Dice": 0.9244678227993753, + "FN": 5455, + "FP": 978, + "IoU": 0.8595445514290081, + "TN": 2407447, + "TP": 39368, + "n_pred": 40346, + "n_ref": 44823 + }, + "9": { + "Dice": 0.464654926863596, + "FN": 24566, + "FP": 7385, + "IoU": 0.30263875853940675, + "TN": 2407431, + "TP": 13866, + "n_pred": 21251, + "n_ref": 38432 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9754994488478295, + "FN": 6962, + "FP": 4707, + "IoU": 0.952170740904694, + "TN": 1333116, + "TP": 232303, + "n_pred": 237010, + "n_ref": 239265 + }, + "10": { + "Dice": 0.0, + "FN": 2958, + "FP": 0, + "IoU": 0.0, + "TN": 1574130, + "TP": 0, + "n_pred": 0, + "n_ref": 2958 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.014127144298688193, + "FN": 3905, + "FP": 3, + "IoU": 0.007113821138211382, + "TN": 1573152, + "TP": 28, + "n_pred": 31, + "n_ref": 3933 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.6834733893557423, + "FN": 113, + "FP": 0, + "IoU": 0.5191489361702127, + "TN": 1576853, + "TP": 122, + "n_pred": 122, + "n_ref": 235 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 445, + "IoU": 0.0, + "TN": 1576643, + "TP": 0, + "n_pred": 445, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7816880681483724, + "FN": 11165, + "FP": 14796, + "IoU": 0.6416157042477119, + "TN": 1504649, + "TP": 46478, + "n_pred": 61274, + "n_ref": 57643 + }, + "7": { + "Dice": 0.8166953908701224, + "FN": 45387, + "FP": 20981, + "IoU": 0.6901818725025208, + "TN": 1362872, + "TP": 147848, + "n_pred": 168829, + "n_ref": 193235 + }, + "8": { + "Dice": 0.8993217802960619, + "FN": 4546, + "FP": 3663, + "IoU": 0.8170614846344126, + "TN": 1532215, + "TP": 36664, + "n_pred": 40327, + "n_ref": 41210 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8230450126927126, + "FN": 2642, + "FP": 3074, + "IoU": 0.699300331421958, + "TN": 1032383, + "TP": 13293, + "n_pred": 16367, + "n_ref": 15935 + }, + "11": { + "Dice": 0.0, + "FN": 380, + "FP": 0, + "IoU": 0.0, + "TN": 1051012, + "TP": 0, + "n_pred": 0, + "n_ref": 380 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8048606857275301, + "FN": 8667, + "FP": 3120, + "IoU": 0.6734450754952209, + "TN": 1015297, + "TP": 24308, + "n_pred": 27428, + "n_ref": 32975 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9361136937176252, + "FN": 158, + "FP": 323, + "IoU": 0.8799001248439451, + "TN": 1047387, + "TP": 3524, + "n_pred": 3847, + "n_ref": 3682 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 1051379, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "4": { + "Dice": 0.551048951048951, + "FN": 301, + "FP": 20, + "IoU": 0.3803088803088803, + "TN": 1050874, + "TP": 197, + "n_pred": 217, + "n_ref": 498 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8592490999485685, + "FN": 2093, + "FP": 1191, + "IoU": 0.7532311391644124, + "TN": 1038084, + "TP": 10024, + "n_pred": 11215, + "n_ref": 12117 + }, + "7": { + "Dice": 0.8680006078719417, + "FN": 10012, + "FP": 3017, + "IoU": 0.7667854010417599, + "TN": 995525, + "TP": 42838, + "n_pred": 45855, + "n_ref": 52850 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9263098379193366, + "FN": 281, + "FP": 501, + "IoU": 0.8627347726873793, + "TN": 1045695, + "TP": 4915, + "n_pred": 5416, + "n_ref": 5196 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4074795891493284, + "FN": 313, + "FP": 22185, + "IoU": 0.25587087385063173, + "TN": 3299174, + "TP": 7736, + "n_pred": 29921, + "n_ref": 8049 + }, + "10": { + "Dice": 0.02053915275994865, + "FN": 150, + "FP": 2139, + "IoU": 0.010376134889753566, + "TN": 3327095, + "TP": 24, + "n_pred": 2163, + "n_ref": 174 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1967, + "IoU": 0.0, + "TN": 3327441, + "TP": 0, + "n_pred": 1967, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2705, + "FP": 4, + "IoU": 0.0, + "TN": 3326699, + "TP": 0, + "n_pred": 4, + "n_ref": 2705 + }, + "13": { + "Dice": 0.5804315743289059, + "FN": 3144, + "FP": 7375, + "IoU": 0.4088788985670132, + "TN": 3311613, + "TP": 7276, + "n_pred": 14651, + "n_ref": 10420 + }, + "14": { + "Dice": 0.0, + "FN": 42, + "FP": 73687, + "IoU": 0.0, + "TN": 3255679, + "TP": 0, + "n_pred": 73687, + "n_ref": 42 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 763, + "IoU": 0.0, + "TN": 3328645, + "TP": 0, + "n_pred": 763, + "n_ref": 0 + }, + "2": { + "Dice": 0.8451707708064301, + "FN": 8370, + "FP": 2061, + "IoU": 0.7318577928587954, + "TN": 3290507, + "TP": 28470, + "n_pred": 30531, + "n_ref": 36840 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 8121, + "IoU": 0.0, + "TN": 3321287, + "TP": 0, + "n_pred": 8121, + "n_ref": 0 + }, + "4": { + "Dice": 0.702964263952113, + "FN": 2553, + "FP": 5734, + "IoU": 0.5419775603824684, + "TN": 3311315, + "TP": 9806, + "n_pred": 15540, + "n_ref": 12359 + }, + "5": { + "Dice": 0.5785153621888316, + "FN": 7684, + "FP": 1713, + "IoU": 0.40697967941436325, + "TN": 3313562, + "TP": 6449, + "n_pred": 8162, + "n_ref": 14133 + }, + "6": { + "Dice": 0.8044781004186934, + "FN": 1569, + "FP": 33081, + "IoU": 0.6729095474540752, + "TN": 3223474, + "TP": 71284, + "n_pred": 104365, + "n_ref": 72853 + }, + "7": { + "Dice": 0.7724881315942195, + "FN": 8381, + "FP": 39447, + "IoU": 0.6293121488083705, + "TN": 3200383, + "TP": 81197, + "n_pred": 120644, + "n_ref": 89578 + }, + "8": { + "Dice": 0.9034918453120456, + "FN": 3360, + "FP": 7593, + "IoU": 0.8239718432091028, + "TN": 3267185, + "TP": 51270, + "n_pred": 58863, + "n_ref": 54630 + }, + "9": { + "Dice": 0.8594635032595918, + "FN": 1911, + "FP": 2034, + "IoU": 0.7535607196401799, + "TN": 3313400, + "TP": 12063, + "n_pred": 14097, + "n_ref": 13974 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5555555555555556, + "FN": 57, + "FP": 15, + "IoU": 0.38461538461538464, + "TN": 1051275, + "TP": 45, + "n_pred": 60, + "n_ref": 102 + }, + "10": { + "Dice": 0.6280359739350531, + "FN": 19972, + "FP": 7656, + "IoU": 0.45776417019940335, + "TN": 1000440, + "TP": 23324, + "n_pred": 30980, + "n_ref": 43296 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4744726383369, + "FN": 4359, + "FP": 5955, + "IoU": 0.31102204408817635, + "TN": 1036422, + "TP": 4656, + "n_pred": 10611, + "n_ref": 9015 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9424521280194871, + "FN": 8383, + "FP": 5225, + "IoU": 0.8911673438049842, + "TN": 926356, + "TP": 111428, + "n_pred": 116653, + "n_ref": 119811 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 183, + "IoU": 0.0, + "TN": 1051209, + "TP": 0, + "n_pred": 183, + "n_ref": 0 + }, + "4": { + "Dice": 0.7585080315818132, + "FN": 811, + "FP": 76, + "IoU": 0.6109649122807017, + "TN": 1049112, + "TP": 1393, + "n_pred": 1469, + "n_ref": 2204 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9501558233551711, + "FN": 5364, + "FP": 4968, + "IoU": 0.9050446194708158, + "TN": 942583, + "TP": 98477, + "n_pred": 103445, + "n_ref": 103841 + }, + "7": { + "Dice": 0.8533546922636139, + "FN": 13904, + "FP": 32417, + "IoU": 0.7442185360250917, + "TN": 870296, + "TP": 134775, + "n_pred": 167192, + "n_ref": 148679 + }, + "8": { + "Dice": 0.8954598760261351, + "FN": 182, + "FP": 1066, + "IoU": 0.8107083270134992, + "TN": 1044799, + "TP": 5345, + "n_pred": 6411, + "n_ref": 5527 + }, + "9": { + "Dice": 0.7452380952380953, + "FN": 200, + "FP": 442, + "IoU": 0.5939278937381404, + "TN": 1049811, + "TP": 939, + "n_pred": 1381, + "n_ref": 1139 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9526655400215087, + "FN": 3106, + "FP": 3056, + "IoU": 0.9096096580657465, + "TN": 1684149, + "TP": 62009, + "n_pred": 65065, + "n_ref": 65115 + }, + "10": { + "Dice": 0.680565371024735, + "FN": 4691, + "FP": 733, + "IoU": 0.5158007498660954, + "TN": 1741118, + "TP": 5778, + "n_pred": 6511, + "n_ref": 10469 + }, + "11": { + "Dice": 0.8064848172928462, + "FN": 300, + "FP": 452, + "IoU": 0.6757222940922811, + "TN": 1750001, + "TP": 1567, + "n_pred": 2019, + "n_ref": 1867 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6439786403124252, + "FN": 4439, + "FP": 28, + "IoU": 0.47490302104149523, + "TN": 1743813, + "TP": 4040, + "n_pred": 4068, + "n_ref": 8479 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9502801026371294, + "FN": 3204, + "FP": 4198, + "IoU": 0.9052701630448693, + "TN": 1674182, + "TP": 70736, + "n_pred": 74934, + "n_ref": 73940 + }, + "3": { + "Dice": 0.5977933801404213, + "FN": 50, + "FP": 351, + "IoU": 0.4263233190271817, + "TN": 1751621, + "TP": 298, + "n_pred": 649, + "n_ref": 348 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8832057096126682, + "FN": 1002, + "FP": 569, + "IoU": 0.7908401011849288, + "TN": 1744809, + "TP": 5940, + "n_pred": 6509, + "n_ref": 6942 + }, + "6": { + "Dice": 0.6427733624050344, + "FN": 3576, + "FP": 69823, + "IoU": 0.4735932412467547, + "TN": 1612886, + "TP": 66035, + "n_pred": 135858, + "n_ref": 69611 + }, + "7": { + "Dice": 0.9157393165125366, + "FN": 83271, + "FP": 6349, + "IoU": 0.8445748614319508, + "TN": 1175708, + "TP": 486992, + "n_pred": 493341, + "n_ref": 570263 + }, + "8": { + "Dice": 0.9523855514776898, + "FN": 344, + "FP": 642, + "IoU": 0.9090992901263022, + "TN": 1741473, + "TP": 9861, + "n_pred": 10503, + "n_ref": 10205 + }, + "9": { + "Dice": 0.7384815055158988, + "FN": 1096, + "FP": 113, + "IoU": 0.5853909465020576, + "TN": 1749404, + "TP": 1707, + "n_pred": 1820, + "n_ref": 2803 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 876154, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 6829, + "IoU": 0.0, + "TN": 869331, + "TP": 0, + "n_pred": 6829, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9419105369540381, + "FN": 4780, + "FP": 2491, + "IoU": 0.8901993355481728, + "TN": 809940, + "TP": 58949, + "n_pred": 61440, + "n_ref": 63729 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9405875378737979, + "FN": 1027, + "FP": 326, + "IoU": 0.8878388460581945, + "TN": 864097, + "TP": 10710, + "n_pred": 11036, + "n_ref": 11737 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 876154, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "9": { + "Dice": 0.8, + "FN": 437, + "FP": 64, + "IoU": 0.6666666666666666, + "TN": 874657, + "TP": 1002, + "n_pred": 1066, + "n_ref": 1439 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 876158, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "10": { + "Dice": 0.8314025286680388, + "FN": 1162, + "FP": 1705, + "IoU": 0.7114533011272142, + "TN": 866224, + "TP": 7069, + "n_pred": 8774, + "n_ref": 8231 + }, + "11": { + "Dice": 0.7064814814814815, + "FN": 266, + "FP": 1636, + "IoU": 0.5461703650680029, + "TN": 871969, + "TP": 2289, + "n_pred": 3925, + "n_ref": 2555 + }, + "12": { + "Dice": 0.7787153435508869, + "FN": 742, + "FP": 543, + "IoU": 0.637619853355894, + "TN": 872614, + "TP": 2261, + "n_pred": 2804, + "n_ref": 3003 + }, + "13": { + "Dice": 0.7603748326639893, + "FN": 2226, + "FP": 1891, + "IoU": 0.6133909287257019, + "TN": 865511, + "TP": 6532, + "n_pred": 8423, + "n_ref": 8758 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 113, + "IoU": 0.0, + "TN": 876047, + "TP": 0, + "n_pred": 113, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9634689060020897, + "FN": 1307, + "FP": 581, + "IoU": 0.9295127870076535, + "TN": 849375, + "TP": 24897, + "n_pred": 25478, + "n_ref": 26204 + }, + "3": { + "Dice": 0.9470127399694641, + "FN": 861, + "FP": 1256, + "IoU": 0.8993582125029712, + "TN": 855125, + "TP": 18918, + "n_pred": 20174, + "n_ref": 19779 + }, + "4": { + "Dice": 0.7584699453551913, + "FN": 581, + "FP": 303, + "IoU": 0.6109154929577465, + "TN": 873888, + "TP": 1388, + "n_pred": 1691, + "n_ref": 1969 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9531508254649771, + "FN": 1765, + "FP": 3167, + "IoU": 0.910494891385224, + "TN": 821057, + "TP": 50171, + "n_pred": 53338, + "n_ref": 51936 + }, + "7": { + "Dice": 0.9404482390608324, + "FN": 3248, + "FP": 100, + "IoU": 0.8875906526994359, + "TN": 846376, + "TP": 26436, + "n_pred": 26536, + "n_ref": 29684 + }, + "8": { + "Dice": 0.933649289099526, + "FN": 778, + "FP": 258, + "IoU": 0.8755555555555555, + "TN": 867835, + "TP": 7289, + "n_pred": 7547, + "n_ref": 8067 + }, + "9": { + "Dice": 0.9078950788987964, + "FN": 1822, + "FP": 1721, + "IoU": 0.8313258747917163, + "TN": 855155, + "TP": 17462, + "n_pred": 19183, + "n_ref": 19284 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8054618664844063, + "FN": 9950, + "FP": 3143, + "IoU": 0.6742872779740285, + "TN": 1011194, + "TP": 27105, + "n_pred": 30248, + "n_ref": 37055 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7472279972279973, + "FN": 1415, + "FP": 10257, + "IoU": 0.5964596874567833, + "TN": 1022468, + "TP": 17252, + "n_pred": 27509, + "n_ref": 18667 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7350499819342406, + "FN": 2059, + "FP": 52938, + "IoU": 0.5810901390856603, + "TN": 920106, + "TP": 76289, + "n_pred": 129227, + "n_ref": 78348 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9619984823482649, + "FN": 1787, + "FP": 1368, + "IoU": 0.92677945647381, + "TN": 1008303, + "TP": 39934, + "n_pred": 41302, + "n_ref": 41721 + }, + "7": { + "Dice": 0.9789223278174517, + "FN": 5120, + "FP": 3767, + "IoU": 0.9587148504824421, + "TN": 836133, + "TP": 206372, + "n_pred": 210139, + "n_ref": 211492 + }, + "8": { + "Dice": 0.9204265791632485, + "FN": 71, + "FP": 26, + "IoU": 0.8525835866261399, + "TN": 1050734, + "TP": 561, + "n_pred": 587, + "n_ref": 632 + }, + "9": { + "Dice": 0.8230270906949352, + "FN": 740, + "FP": 462, + "IoU": 0.6992744558418814, + "TN": 1047395, + "TP": 2795, + "n_pred": 3257, + "n_ref": 3535 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7574468085106383, + "FN": 455, + "FP": 1, + "IoU": 0.6095890410958904, + "TN": 1225456, + "TP": 712, + "n_pred": 713, + "n_ref": 1167 + }, + "11": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 1226616, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.225, + "FN": 43, + "FP": 1197, + "IoU": 0.1267605633802817, + "TN": 1225204, + "TP": 180, + "n_pred": 1377, + "n_ref": 223 + }, + "14": { + "Dice": 0.969046382894708, + "FN": 2883, + "FP": 5583, + "IoU": 0.9399514845445647, + "TN": 1085638, + "TP": 132520, + "n_pred": 138103, + "n_ref": 135403 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 220, + "IoU": 0.0, + "TN": 1226404, + "TP": 0, + "n_pred": 220, + "n_ref": 0 + }, + "5": { + "Dice": 0.8414096916299559, + "FN": 16, + "FP": 56, + "IoU": 0.7262357414448669, + "TN": 1226361, + "TP": 191, + "n_pred": 247, + "n_ref": 207 + }, + "6": { + "Dice": 0.9719685205169374, + "FN": 2394, + "FP": 2931, + "IoU": 0.9454657176506733, + "TN": 1128979, + "TP": 92320, + "n_pred": 95251, + "n_ref": 94714 + }, + "7": { + "Dice": 0.9940473633022291, + "FN": 1589, + "FP": 1459, + "IoU": 0.988165175017958, + "TN": 969079, + "TP": 254497, + "n_pred": 255956, + "n_ref": 256086 + }, + "8": { + "Dice": 0.8709831675592961, + "FN": 2161, + "FP": 537, + "IoU": 0.7714527742481999, + "TN": 1214819, + "TP": 9107, + "n_pred": 9644, + "n_ref": 11268 + }, + "9": { + "Dice": 0.8762265726628873, + "FN": 6847, + "FP": 860, + "IoU": 0.7797181810386715, + "TN": 1191637, + "TP": 27280, + "n_pred": 28140, + "n_ref": 34127 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8140633199230366, + "FN": 4995, + "FP": 1383, + "IoU": 0.6864306784660767, + "TN": 1031052, + "TP": 13962, + "n_pred": 15345, + "n_ref": 18957 + }, + "15": { + "Dice": 0.6150621350501572, + "FN": 1271, + "FP": 1300, + "IoU": 0.44410810810810813, + "TN": 1046767, + "TP": 2054, + "n_pred": 3354, + "n_ref": 3325 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9515537678425231, + "FN": 2449, + "FP": 273, + "IoU": 0.9075847083587968, + "TN": 1021938, + "TP": 26732, + "n_pred": 27005, + "n_ref": 29181 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4139, + "IoU": 0.0, + "TN": 1047253, + "TP": 0, + "n_pred": 4139, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.991024628956889, + "FN": 1413, + "FP": 986, + "IoU": 0.9822089392849462, + "TN": 916549, + "TP": 132444, + "n_pred": 133430, + "n_ref": 133857 + }, + "10": { + "Dice": 0.916632102861883, + "FN": 30, + "FP": 372, + "IoU": 0.8460949464012251, + "TN": 1048780, + "TP": 2210, + "n_pred": 2582, + "n_ref": 2240 + }, + "11": { + "Dice": 0.77807980863325, + "FN": 572, + "FP": 1469, + "IoU": 0.6367681082043068, + "TN": 1045773, + "TP": 3578, + "n_pred": 5047, + "n_ref": 4150 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9979543851399012, + "FN": 159, + "FP": 537, + "IoU": 0.9959171222751484, + "TN": 880924, + "TP": 169772, + "n_pred": 170309, + "n_ref": 169931 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9723395726047673, + "FN": 337, + "FP": 560, + "IoU": 0.9461681569945388, + "TN": 1034729, + "TP": 15766, + "n_pred": 16326, + "n_ref": 16103 + }, + "3": { + "Dice": 0.9664123650054494, + "FN": 711, + "FP": 645, + "IoU": 0.9350076687116564, + "TN": 1030528, + "TP": 19508, + "n_pred": 20153, + "n_ref": 20219 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9757272847775066, + "FN": 2194, + "FP": 919, + "IoU": 0.9526049754879571, + "TN": 985710, + "TP": 62569, + "n_pred": 63488, + "n_ref": 64763 + }, + "7": { + "Dice": 0.699304628784154, + "FN": 1307, + "FP": 2974, + "IoU": 0.537639053893509, + "TN": 1042133, + "TP": 4978, + "n_pred": 7952, + "n_ref": 6285 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9509103776619701, + "FN": 1203, + "FP": 323, + "IoU": 0.9064148166319146, + "TN": 1035086, + "TP": 14780, + "n_pred": 15103, + "n_ref": 15983 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9748986874735378, + "FN": 10355, + "FP": 435, + "IoU": 0.9510266698135473, + "TN": 480604, + "TP": 209534, + "n_pred": 209969, + "n_ref": 219889 + }, + "10": { + "Dice": 0.9162150896206753, + "FN": 195, + "FP": 6, + "IoU": 0.8453846153846154, + "TN": 699628, + "TP": 1099, + "n_pred": 1105, + "n_ref": 1294 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9228130360205832, + "FN": 257, + "FP": 328, + "IoU": 0.856687898089172, + "TN": 696846, + "TP": 3497, + "n_pred": 3825, + "n_ref": 3754 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.957764614988411, + "FN": 520, + "FP": 136, + "IoU": 0.9189523103533481, + "TN": 692834, + "TP": 7438, + "n_pred": 7574, + "n_ref": 7958 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.909854055202128, + "FN": 2563, + "FP": 6350, + "IoU": 0.8346167405785538, + "TN": 647035, + "TP": 44980, + "n_pred": 51330, + "n_ref": 47543 + }, + "7": { + "Dice": 0.9566291677567512, + "FN": 1110, + "FP": 1874, + "IoU": 0.9168640124815424, + "TN": 665035, + "TP": 32909, + "n_pred": 34783, + "n_ref": 34019 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7842244066171182, + "FN": 5119, + "FP": 2081, + "IoU": 0.6450404259514888, + "TN": 1031108, + "TP": 13084, + "n_pred": 15165, + "n_ref": 18203 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 1051387, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3530984260134123, + "FN": 5522, + "FP": 22549, + "IoU": 0.214401656778238, + "TN": 1015660, + "TP": 7661, + "n_pred": 30210, + "n_ref": 13183 + }, + "14": { + "Dice": 0.5403278346754228, + "FN": 14028, + "FP": 3611, + "IoU": 0.37017067771191886, + "TN": 1023386, + "TP": 10367, + "n_pred": 13978, + "n_ref": 24395 + }, + "15": { + "Dice": 0.6418301932087953, + "FN": 36055, + "FP": 4228, + "IoU": 0.4725699172514926, + "TN": 975016, + "TP": 36093, + "n_pred": 40321, + "n_ref": 72148 + }, + "2": { + "Dice": 0.9131575182412133, + "FN": 834, + "FP": 987, + "IoU": 0.8401930671347082, + "TN": 1039997, + "TP": 9574, + "n_pred": 10561, + "n_ref": 10408 + }, + "3": { + "Dice": 0.9299363057324841, + "FN": 7046, + "FP": 1380, + "IoU": 0.8690476190476191, + "TN": 987048, + "TP": 55918, + "n_pred": 57298, + "n_ref": 62964 + }, + "4": { + "Dice": 0.5031588747755537, + "FN": 6722, + "FP": 749, + "IoU": 0.3361471476808246, + "TN": 1040138, + "TP": 3783, + "n_pred": 4532, + "n_ref": 10505 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9084659855864418, + "FN": 7265, + "FP": 4293, + "IoU": 0.8322837159358041, + "TN": 982478, + "TP": 57356, + "n_pred": 61649, + "n_ref": 64621 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1719, + "IoU": 0.0, + "TN": 1049673, + "TP": 0, + "n_pred": 1719, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9093939905469277, + "FN": 2505, + "FP": 1789, + "IoU": 0.8338428201060248, + "TN": 1025549, + "TP": 21549, + "n_pred": 23338, + "n_ref": 24054 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.970716731609399, + "FN": 1242, + "FP": 742, + "IoU": 0.9430996902604107, + "TN": 666060, + "TP": 32884, + "n_pred": 33626, + "n_ref": 34126 + }, + "10": { + "Dice": 0.7877070619006102, + "FN": 1226, + "FP": 722, + "IoU": 0.6497662711254945, + "TN": 695366, + "TP": 3614, + "n_pred": 4336, + "n_ref": 4840 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6070921985815603, + "FN": 11035, + "FP": 8909, + "IoU": 0.43584521384928715, + "TN": 665576, + "TP": 15408, + "n_pred": 24317, + "n_ref": 26443 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3832, + "IoU": 0.0, + "TN": 697096, + "TP": 0, + "n_pred": 3832, + "n_ref": 0 + }, + "3": { + "Dice": 0.8845158549302846, + "FN": 14283, + "FP": 3657, + "IoU": 0.7929434576365084, + "TN": 614285, + "TP": 68703, + "n_pred": 72360, + "n_ref": 82986 + }, + "4": { + "Dice": 0.8387300661221314, + "FN": 1816, + "FP": 4818, + "IoU": 0.7222524597027423, + "TN": 677043, + "TP": 17251, + "n_pred": 22069, + "n_ref": 19067 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9489093062566839, + "FN": 486, + "FP": 8400, + "IoU": 0.9027853751394875, + "TN": 609522, + "TP": 82520, + "n_pred": 90920, + "n_ref": 83006 + }, + "7": { + "Dice": 0.7811059907834101, + "FN": 730, + "FP": 3070, + "IoU": 0.6408317580340265, + "TN": 690348, + "TP": 6780, + "n_pred": 9850, + "n_ref": 7510 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9262122276879832, + "FN": 390, + "FP": 30, + "IoU": 0.862565445026178, + "TN": 873104, + "TP": 2636, + "n_pred": 2666, + "n_ref": 3026 + }, + "11": { + "Dice": 0.7416425120772947, + "FN": 768, + "FP": 569, + "IoU": 0.5893734643734644, + "TN": 872904, + "TP": 1919, + "n_pred": 2488, + "n_ref": 2687 + }, + "12": { + "Dice": 0.6666666666666666, + "FN": 21, + "FP": 40, + "IoU": 0.5, + "TN": 876038, + "TP": 61, + "n_pred": 101, + "n_ref": 82 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.980354413180094, + "FN": 925, + "FP": 116, + "IoU": 0.9614658523042754, + "TN": 849145, + "TP": 25974, + "n_pred": 26090, + "n_ref": 26899 + }, + "3": { + "Dice": 0.933758995158969, + "FN": 11661, + "FP": 996, + "IoU": 0.8757485323856832, + "TN": 774294, + "TP": 89209, + "n_pred": 90205, + "n_ref": 100870 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9904489371190724, + "FN": 1481, + "FP": 2117, + "IoU": 0.9810785937787594, + "TN": 686005, + "TP": 186557, + "n_pred": 188674, + "n_ref": 188038 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 80, + "IoU": 0.0, + "TN": 876080, + "TP": 0, + "n_pred": 80, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8622535743528374, + "FN": 822, + "FP": 1365, + "IoU": 0.7578609388839681, + "TN": 1042360, + "TP": 6845, + "n_pred": 8210, + "n_ref": 7667 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.576647564469914, + "FN": 4581, + "FP": 1329, + "IoU": 0.4051333668847509, + "TN": 1041457, + "TP": 4025, + "n_pred": 5354, + "n_ref": 8606 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 167153, + "IoU": 0.0, + "TN": 884239, + "TP": 0, + "n_pred": 167153, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.3120783460282916, + "FN": 114, + "FP": 3047, + "IoU": 0.1848891181021145, + "TN": 1047514, + "TP": 717, + "n_pred": 3764, + "n_ref": 831 + }, + "7": { + "Dice": 0.43721362842788203, + "FN": 5255, + "FP": 142383, + "IoU": 0.2797654473964076, + "TN": 846406, + "TP": 57348, + "n_pred": 199731, + "n_ref": 62603 + }, + "8": { + "Dice": 0.9652777777777778, + "FN": 97, + "FP": 403, + "IoU": 0.9328859060402684, + "TN": 1043942, + "TP": 6950, + "n_pred": 7353, + "n_ref": 7047 + }, + "9": { + "Dice": 0.8372093023255814, + "FN": 19, + "FP": 72, + "IoU": 0.72, + "TN": 1051067, + "TP": 234, + "n_pred": 306, + "n_ref": 253 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 108, + "FP": 0, + "IoU": 0.0, + "TN": 1226516, + "TP": 0, + "n_pred": 0, + "n_ref": 108 + }, + "10": { + "Dice": 0.7287170023268876, + "FN": 1794, + "FP": 1587, + "IoU": 0.5732138348901793, + "TN": 1218702, + "TP": 4541, + "n_pred": 6128, + "n_ref": 6335 + }, + "11": { + "Dice": 0.6351968675222972, + "FN": 419, + "FP": 1258, + "IoU": 0.4654128147912018, + "TN": 1223487, + "TP": 1460, + "n_pred": 2718, + "n_ref": 1879 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 1226596, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "13": { + "Dice": 0.7792850844468562, + "FN": 4506, + "FP": 2002, + "IoU": 0.6383841751403012, + "TN": 1208627, + "TP": 11489, + "n_pred": 13491, + "n_ref": 15995 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9509550851832731, + "FN": 481, + "FP": 279, + "IoU": 0.906496062992126, + "TN": 1218496, + "TP": 7368, + "n_pred": 7647, + "n_ref": 7849 + }, + "3": { + "Dice": 0.9016323286666259, + "FN": 492, + "FP": 1117, + "IoU": 0.8208838917956139, + "TN": 1217641, + "TP": 7374, + "n_pred": 8491, + "n_ref": 7866 + }, + "4": { + "Dice": 0.9135741585501171, + "FN": 1946, + "FP": 858, + "IoU": 0.8408987743985474, + "TN": 1209000, + "TP": 14820, + "n_pred": 15678, + "n_ref": 16766 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.936335938306882, + "FN": 8428, + "FP": 6366, + "IoU": 0.8802929158069345, + "TN": 1103039, + "TP": 108791, + "n_pred": 115157, + "n_ref": 117219 + }, + "7": { + "Dice": 0.6179022639269665, + "FN": 2434, + "FP": 24604, + "IoU": 0.4470756646216769, + "TN": 1177724, + "TP": 21862, + "n_pred": 46466, + "n_ref": 24296 + }, + "8": { + "Dice": 0.9324191968658179, + "FN": 681, + "FP": 147, + "IoU": 0.8733944954128441, + "TN": 1220084, + "TP": 5712, + "n_pred": 5859, + "n_ref": 6393 + }, + "9": { + "Dice": 0.653472344937268, + "FN": 3190, + "FP": 4654, + "IoU": 0.4853018372703412, + "TN": 1211384, + "TP": 7396, + "n_pred": 12050, + "n_ref": 10586 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9595451448933606, + "FN": 177, + "FP": 2911, + "IoU": 0.9222362125409217, + "TN": 661218, + "TP": 36622, + "n_pred": 39533, + "n_ref": 36799 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9356475300400534, + "FN": 191, + "FP": 50, + "IoU": 0.8790767686904165, + "TN": 698935, + "TP": 1752, + "n_pred": 1802, + "n_ref": 1943 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3412, + "IoU": 0.0, + "TN": 872748, + "TP": 0, + "n_pred": 3412, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.20689655172413793, + "FN": 92, + "FP": 0, + "IoU": 0.11538461538461539, + "TN": 876056, + "TP": 12, + "n_pred": 12, + "n_ref": 104 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9464164594166855, + "FN": 132, + "FP": 105, + "IoU": 0.8982832618025751, + "TN": 873830, + "TP": 2093, + "n_pred": 2198, + "n_ref": 2225 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 876156, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "4": { + "Dice": 0.9077809798270894, + "FN": 27, + "FP": 37, + "IoU": 0.8311345646437994, + "TN": 875781, + "TP": 315, + "n_pred": 352, + "n_ref": 342 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9661421335822948, + "FN": 6098, + "FP": 1409, + "IoU": 0.9345018933114628, + "TN": 761546, + "TP": 107107, + "n_pred": 108516, + "n_ref": 113205 + }, + "7": { + "Dice": 0.8601921024546425, + "FN": 78, + "FP": 53, + "IoU": 0.7546816479400749, + "TN": 875626, + "TP": 403, + "n_pred": 456, + "n_ref": 481 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 248, + "IoU": 0.0, + "TN": 3153928, + "TP": 0, + "n_pred": 248, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6688434438907028, + "FN": 42, + "FP": 1885, + "IoU": 0.5024528789052414, + "TN": 3150303, + "TP": 1946, + "n_pred": 3831, + "n_ref": 1988 + }, + "14": { + "Dice": 0.8682884288796071, + "FN": 10328, + "FP": 18368, + "IoU": 0.7672347363383435, + "TN": 3030893, + "TP": 94587, + "n_pred": 112955, + "n_ref": 104915 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.06525297902310884, + "FN": 24465, + "FP": 88, + "IoU": 0.033726879181424634, + "TN": 3128766, + "TP": 857, + "n_pred": 945, + "n_ref": 25322 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9127900996032864, + "FN": 4517, + "FP": 14982, + "IoU": 0.8395711805698395, + "TN": 3032633, + "TP": 102044, + "n_pred": 117026, + "n_ref": 106561 + }, + "7": { + "Dice": 0.925285722023616, + "FN": 2023, + "FP": 20047, + "IoU": 0.8609597369133943, + "TN": 2995445, + "TP": 136661, + "n_pred": 156708, + "n_ref": 138684 + }, + "8": { + "Dice": 0.33166666666666667, + "FN": 29, + "FP": 773, + "IoU": 0.19880119880119881, + "TN": 3153175, + "TP": 199, + "n_pred": 972, + "n_ref": 228 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6122448979591837, + "FN": 1, + "FP": 94, + "IoU": 0.4411764705882353, + "TN": 1226454, + "TP": 75, + "n_pred": 169, + "n_ref": 76 + }, + "10": { + "Dice": 0.5157863676600767, + "FN": 1, + "FP": 3281, + "IoU": 0.3475149105367793, + "TN": 1221594, + "TP": 1748, + "n_pred": 5029, + "n_ref": 1749 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0642939150401837, + "FN": 1769, + "FP": 1491, + "IoU": 0.033214709371293, + "TN": 1223252, + "TP": 112, + "n_pred": 1603, + "n_ref": 1881 + }, + "14": { + "Dice": 0.663410016733997, + "FN": 16048, + "FP": 3865, + "IoU": 0.49634519563952756, + "TN": 1187087, + "TP": 19624, + "n_pred": 23489, + "n_ref": 35672 + }, + "15": { + "Dice": 0.7927595797481877, + "FN": 29568, + "FP": 2249, + "IoU": 0.6566708390883977, + "TN": 1133952, + "TP": 60855, + "n_pred": 63104, + "n_ref": 90423 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1482, + "IoU": 0.0, + "TN": 1225142, + "TP": 0, + "n_pred": 1482, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9448780850431162, + "FN": 2552, + "FP": 414, + "IoU": 0.8955155528939304, + "TN": 1198237, + "TP": 25421, + "n_pred": 25835, + "n_ref": 27973 + }, + "7": { + "Dice": 0.9464163186305423, + "FN": 26191, + "FP": 829, + "IoU": 0.8982830081426296, + "TN": 960985, + "TP": 238619, + "n_pred": 239448, + "n_ref": 264810 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 576, + "IoU": 0.0, + "TN": 1050816, + "TP": 0, + "n_pred": 576, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 78, + "IoU": 0.0, + "TN": 1051314, + "TP": 0, + "n_pred": 78, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 1051382, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 60, + "IoU": 0.0, + "TN": 1051332, + "TP": 0, + "n_pred": 60, + "n_ref": 0 + }, + "14": { + "Dice": 0.8839476545802243, + "FN": 479, + "FP": 2616, + "IoU": 0.7920306410428706, + "TN": 1036510, + "TP": 11787, + "n_pred": 14403, + "n_ref": 12266 + }, + "15": { + "Dice": 0.7533043027007513, + "FN": 54477, + "FP": 192, + "IoU": 0.6042407175485207, + "TN": 913255, + "TP": 83468, + "n_pred": 83660, + "n_ref": 137945 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 1051380, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9044479213232007, + "FN": 979, + "FP": 731, + "IoU": 0.82556360297868, + "TN": 1041589, + "TP": 8093, + "n_pred": 8824, + "n_ref": 9072 + }, + "6": { + "Dice": 0.9166374497694113, + "FN": 1451, + "FP": 1640, + "IoU": 0.8461040577545432, + "TN": 1031307, + "TP": 16994, + "n_pred": 18634, + "n_ref": 18445 + }, + "7": { + "Dice": 0.933524238085498, + "FN": 500, + "FP": 800, + "IoU": 0.8753356348293058, + "TN": 1040964, + "TP": 9128, + "n_pred": 9928, + "n_ref": 9628 + }, + "8": { + "Dice": 0.9630278238822745, + "FN": 2103, + "FP": 726, + "IoU": 0.92869205757064, + "TN": 1011719, + "TP": 36844, + "n_pred": 37570, + "n_ref": 38947 + }, + "9": { + "Dice": 0.7164436771687527, + "FN": 1165, + "FP": 1463, + "IoU": 0.5581708137188971, + "TN": 1045444, + "TP": 3320, + "n_pred": 4783, + "n_ref": 4485 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.970840381913582, + "FN": 1040, + "FP": 994, + "IoU": 0.9433331476012704, + "TN": 1541194, + "TP": 33860, + "n_pred": 34854, + "n_ref": 34900 + }, + "10": { + "Dice": 0.7825863222353728, + "FN": 3561, + "FP": 664, + "IoU": 0.6428269507143461, + "TN": 1565259, + "TP": 7604, + "n_pred": 8268, + "n_ref": 11165 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7926788685524127, + "FN": 1392, + "FP": 477, + "IoU": 0.6565600882028666, + "TN": 1571646, + "TP": 3573, + "n_pred": 4050, + "n_ref": 4965 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 579, + "FP": 25528, + "IoU": 0.0, + "TN": 1550981, + "TP": 0, + "n_pred": 25528, + "n_ref": 579 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9586607447898873, + "FN": 188, + "FP": 175, + "IoU": 0.9206036745406824, + "TN": 1572516, + "TP": 4209, + "n_pred": 4384, + "n_ref": 4397 + }, + "3": { + "Dice": 0.9556194349014934, + "FN": 176, + "FP": 457, + "IoU": 0.9150107411385607, + "TN": 1569640, + "TP": 6815, + "n_pred": 7272, + "n_ref": 6991 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 1577084, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7982700030892802, + "FN": 105, + "FP": 548, + "IoU": 0.6642673521850899, + "TN": 1575143, + "TP": 1292, + "n_pred": 1840, + "n_ref": 1397 + }, + "7": { + "Dice": 0.985331027218227, + "FN": 2882, + "FP": 6142, + "IoU": 0.9710861903236142, + "TN": 1264988, + "TP": 303076, + "n_pred": 309218, + "n_ref": 305958 + }, + "8": { + "Dice": 0.9596341570662211, + "FN": 988, + "FP": 389, + "IoU": 0.9224006762468301, + "TN": 1559343, + "TP": 16368, + "n_pred": 16757, + "n_ref": 17356 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.855697500178938, + "FN": 5377, + "FP": 57122, + "IoU": 0.747789592623232, + "TN": 3081603, + "TP": 185306, + "n_pred": 242428, + "n_ref": 190683 + }, + "10": { + "Dice": 0.9317807316269362, + "FN": 490, + "FP": 131, + "IoU": 0.8722747840394899, + "TN": 3324546, + "TP": 4241, + "n_pred": 4372, + "n_ref": 4731 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0848254657261711, + "FN": 3492, + "FP": 16748, + "IoU": 0.04429124563225989, + "TN": 3308230, + "TP": 938, + "n_pred": 17686, + "n_ref": 4430 + }, + "14": { + "Dice": 0.9305143058782015, + "FN": 796, + "FP": 1567, + "IoU": 0.8700577398955183, + "TN": 3311223, + "TP": 15822, + "n_pred": 17389, + "n_ref": 16618 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 21321, + "IoU": 0.0, + "TN": 3308087, + "TP": 0, + "n_pred": 21321, + "n_ref": 0 + }, + "2": { + "Dice": 0.8801353452575373, + "FN": 7823, + "FP": 16691, + "IoU": 0.7859301046160295, + "TN": 3214894, + "TP": 90000, + "n_pred": 106691, + "n_ref": 97823 + }, + "3": { + "Dice": 0.7116854750637058, + "FN": 741, + "FP": 2427, + "IoU": 0.552415936705284, + "TN": 3322330, + "TP": 3910, + "n_pred": 6337, + "n_ref": 4651 + }, + "4": { + "Dice": 0.46719564724552254, + "FN": 11652, + "FP": 99, + "IoU": 0.3047979648583092, + "TN": 3312505, + "TP": 5152, + "n_pred": 5251, + "n_ref": 16804 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 3329380, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "6": { + "Dice": 0.6549974425194478, + "FN": 12289, + "FP": 207597, + "IoU": 0.4869860201205741, + "TN": 2900792, + "TP": 208730, + "n_pred": 416327, + "n_ref": 221019 + }, + "7": { + "Dice": 0.4447531609889667, + "FN": 76403, + "FP": 61487, + "IoU": 0.285969500038837, + "TN": 3136293, + "TP": 55225, + "n_pred": 116712, + "n_ref": 131628 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 54544, + "IoU": 0.0, + "TN": 3274864, + "TP": 0, + "n_pred": 54544, + "n_ref": 0 + }, + "9": { + "Dice": 0.6024096385542169, + "FN": 99, + "FP": 0, + "IoU": 0.43103448275862066, + "TN": 3329234, + "TP": 75, + "n_pred": 75, + "n_ref": 174 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.47058823529411764, + "FN": 0, + "FP": 18, + "IoU": 0.3076923076923077, + "TN": 700902, + "TP": 8, + "n_pred": 26, + "n_ref": 8 + }, + "10": { + "Dice": 0.7897333454402373, + "FN": 3184, + "FP": 3763, + "IoU": 0.6525283849347272, + "TN": 680935, + "TP": 13046, + "n_pred": 16809, + "n_ref": 16230 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 208, + "FP": 0, + "IoU": 0.0, + "TN": 700720, + "TP": 0, + "n_pred": 0, + "n_ref": 208 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9327713382507903, + "FN": 200, + "FP": 119, + "IoU": 0.8740126382306477, + "TN": 698396, + "TP": 2213, + "n_pred": 2332, + "n_ref": 2413 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9624764637317313, + "FN": 1871, + "FP": 1477, + "IoU": 0.9276671131659681, + "TN": 654642, + "TP": 42938, + "n_pred": 44415, + "n_ref": 44809 + }, + "7": { + "Dice": 0.838533995373815, + "FN": 7287, + "FP": 24614, + "IoU": 0.7219617208199693, + "TN": 586192, + "TP": 82835, + "n_pred": 107449, + "n_ref": 90122 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9820163257547757, + "FN": 1071, + "FP": 632, + "IoU": 0.9646680497925311, + "TN": 827960, + "TP": 46497, + "n_pred": 47129, + "n_ref": 47568 + }, + "10": { + "Dice": 0.8990269542103174, + "FN": 5620, + "FP": 2775, + "IoU": 0.8165748994930956, + "TN": 830392, + "TP": 37373, + "n_pred": 40148, + "n_ref": 42993 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5, + "FN": 4, + "FP": 0, + "IoU": 0.3333333333333333, + "TN": 876154, + "TP": 2, + "n_pred": 2, + "n_ref": 6 + }, + "13": { + "Dice": 0.8075075609322184, + "FN": 1866, + "FP": 2462, + "IoU": 0.6771594808294793, + "TN": 862754, + "TP": 9078, + "n_pred": 11540, + "n_ref": 10944 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.08347886831994411, + "FN": 14, + "FP": 5234, + "IoU": 0.04355749954437762, + "TN": 870673, + "TP": 239, + "n_pred": 5473, + "n_ref": 253 + }, + "3": { + "Dice": 0.9381686410378761, + "FN": 7892, + "FP": 1049, + "IoU": 0.8835382691606315, + "TN": 799388, + "TP": 67831, + "n_pred": 68880, + "n_ref": 75723 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9714026448883729, + "FN": 1541, + "FP": 602, + "IoU": 0.9443954333160353, + "TN": 837620, + "TP": 36397, + "n_pred": 36999, + "n_ref": 37938 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9515151515151515, + "FN": 838, + "FP": 394, + "IoU": 0.9075144508670521, + "TN": 862839, + "TP": 12089, + "n_pred": 12483, + "n_ref": 12927 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8848263254113345, + "FN": 31, + "FP": 95, + "IoU": 0.7934426229508197, + "TN": 2803102, + "TP": 484, + "n_pred": 579, + "n_ref": 515 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3841, + "IoU": 0.0, + "TN": 2799871, + "TP": 0, + "n_pred": 3841, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 255, + "IoU": 0.0, + "TN": 2803457, + "TP": 0, + "n_pred": 255, + "n_ref": 0 + }, + "14": { + "Dice": 0.005771002450937788, + "FN": 626, + "FP": 56571, + "IoU": 0.0028938514373376568, + "TN": 2746349, + "TP": 166, + "n_pred": 56737, + "n_ref": 792 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1113, + "IoU": 0.0, + "TN": 2802599, + "TP": 0, + "n_pred": 1113, + "n_ref": 0 + }, + "2": { + "Dice": 0.9685844370860928, + "FN": 414, + "FP": 1104, + "IoU": 0.9390826277137927, + "TN": 2778793, + "TP": 23401, + "n_pred": 24505, + "n_ref": 23815 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 2803694, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "4": { + "Dice": 0.6948613728740435, + "FN": 26033, + "FP": 843, + "IoU": 0.5324042660542477, + "TN": 2746235, + "TP": 30601, + "n_pred": 31444, + "n_ref": 56634 + }, + "5": { + "Dice": 0.9076404084609774, + "FN": 709, + "FP": 1317, + "IoU": 0.8308989232952174, + "TN": 2791731, + "TP": 9955, + "n_pred": 11272, + "n_ref": 10664 + }, + "6": { + "Dice": 0.9346142682445197, + "FN": 40241, + "FP": 28466, + "IoU": 0.8772543505951753, + "TN": 2243961, + "TP": 491044, + "n_pred": 519510, + "n_ref": 531285 + }, + "7": { + "Dice": 0.7431600091966263, + "FN": 32079, + "FP": 95271, + "IoU": 0.5912924593699453, + "TN": 2492120, + "TP": 184242, + "n_pred": 279513, + "n_ref": 216321 + }, + "8": { + "Dice": 0.9733622813243706, + "FN": 1057, + "FP": 219, + "IoU": 0.9481068770588474, + "TN": 2779123, + "TP": 23313, + "n_pred": 23532, + "n_ref": 24370 + }, + "9": { + "Dice": 0.9322386746811318, + "FN": 1373, + "FP": 938, + "IoU": 0.8730777680140598, + "TN": 2785504, + "TP": 15897, + "n_pred": 16835, + "n_ref": 17270 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 700922, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "10": { + "Dice": 0.8863062152602325, + "FN": 871, + "FP": 254, + "IoU": 0.7958257713248639, + "TN": 695418, + "TP": 4385, + "n_pred": 4639, + "n_ref": 5256 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 738, + "IoU": 0.0, + "TN": 700190, + "TP": 0, + "n_pred": 738, + "n_ref": 0 + }, + "13": { + "Dice": 0.8594872724799963, + "FN": 4657, + "FP": 1542, + "IoU": 0.7535972652834089, + "TN": 675770, + "TP": 18959, + "n_pred": 20501, + "n_ref": 23616 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.923143775891538, + "FN": 1273, + "FP": 1380, + "IoU": 0.8572581512966749, + "TN": 682342, + "TP": 15933, + "n_pred": 17313, + "n_ref": 17206 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 401, + "IoU": 0.0, + "TN": 700527, + "TP": 0, + "n_pred": 401, + "n_ref": 0 + }, + "4": { + "Dice": 0.5794392523364486, + "FN": 898, + "FP": 2, + "IoU": 0.40789473684210525, + "TN": 699408, + "TP": 620, + "n_pred": 622, + "n_ref": 1518 + }, + "5": { + "Dice": 0.8864339994370954, + "FN": 759, + "FP": 855, + "IoU": 0.796031846328826, + "TN": 693015, + "TP": 6299, + "n_pred": 7154, + "n_ref": 7058 + }, + "6": { + "Dice": 0.9618502810928099, + "FN": 6205, + "FP": 1531, + "IoU": 0.926504398715537, + "TN": 595670, + "TP": 97522, + "n_pred": 99053, + "n_ref": 103727 + }, + "7": { + "Dice": 0.8605733153234278, + "FN": 878, + "FP": 51, + "IoU": 0.7552687038988409, + "TN": 697132, + "TP": 2867, + "n_pred": 2918, + "n_ref": 3745 + }, + "8": { + "Dice": 0.9628320635012602, + "FN": 537, + "FP": 2029, + "IoU": 0.9283280263672421, + "TN": 665126, + "TP": 33236, + "n_pred": 35265, + "n_ref": 33773 + }, + "9": { + "Dice": 0.8519608255222563, + "FN": 761, + "FP": 6283, + "IoU": 0.7421008311060667, + "TN": 673615, + "TP": 20269, + "n_pred": 26552, + "n_ref": 21030 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8255135256482209, + "FN": 4571, + "FP": 1647, + "IoU": 0.7028718879915898, + "TN": 680001, + "TP": 14709, + "n_pred": 16356, + "n_ref": 19280 + }, + "15": { + "Dice": 0.8167832167832167, + "FN": 4193, + "FP": 1833, + "IoU": 0.6903073286052009, + "TN": 681470, + "TP": 13432, + "n_pred": 15265, + "n_ref": 17625 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0390.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.6218664462481465, + "FN": 4998.008888888889, + "FP": 3984.1066666666666, + "IoU": 0.5394544015607882, + "TN": 1200766.448888889, + "TP": 22716.502222222225, + "n_pred": 26700.60888888889, + "n_ref": 27714.511111111107 + }, + "mean": { + "1": { + "Dice": 0.8068899264215341, + "FN": 994.7, + "FP": 752.1333333333333, + "IoU": 0.7489771148248322, + "TN": 1209387.6666666667, + "TP": 21330.566666666666, + "n_pred": 22082.7, + "n_ref": 22325.266666666666 + }, + "10": { + "Dice": 0.6072896541865858, + "FN": 2676.4666666666667, + "FP": 2357.5, + "IoU": 0.4980630539299789, + "TN": 1220192.3666666667, + "TP": 7238.733333333334, + "n_pred": 9596.233333333334, + "n_ref": 9915.2 + }, + "11": { + "Dice": 0.33178345439591406, + "FN": 113.66666666666667, + "FP": 54.166666666666664, + "IoU": 0.24054233546676906, + "TN": 1232195.8666666667, + "TP": 101.36666666666666, + "n_pred": 155.53333333333333, + "n_ref": 215.03333333333333 + }, + "12": { + "Dice": 0.35746092255261447, + "FN": 217.86666666666667, + "FP": 165.93333333333334, + "IoU": 0.2837274894427507, + "TN": 1231719.3666666667, + "TP": 361.9, + "n_pred": 527.8333333333334, + "n_ref": 579.7666666666667 + }, + "13": { + "Dice": 0.4842885001227819, + "FN": 4242.933333333333, + "FP": 896.8666666666667, + "IoU": 0.364457479712504, + "TN": 1224851.6, + "TP": 2473.6666666666665, + "n_pred": 3370.5333333333333, + "n_ref": 6716.6 + }, + "14": { + "Dice": 0.5536781154129086, + "FN": 2715.9, + "FP": 8539.0, + "IoU": 0.47347080624965954, + "TN": 1212343.7333333334, + "TP": 8866.433333333332, + "n_pred": 17405.433333333334, + "n_ref": 11582.333333333334 + }, + "15": { + "Dice": 0.4563118978095925, + "FN": 1457.6666666666667, + "FP": 5814.133333333333, + "IoU": 0.37524189141745223, + "TN": 1221218.7666666666, + "TP": 3974.5, + "n_pred": 9788.633333333333, + "n_ref": 5432.166666666667 + }, + "2": { + "Dice": 0.7354509533796013, + "FN": 6463.466666666666, + "FP": 2629.9666666666667, + "IoU": 0.6584575624193189, + "TN": 1201851.6333333333, + "TP": 21520.0, + "n_pred": 24149.966666666667, + "n_ref": 27983.466666666667 + }, + "3": { + "Dice": 0.6675696265218982, + "FN": 21256.0, + "FP": 4040.1666666666665, + "IoU": 0.6173044035416877, + "TN": 1193038.3333333333, + "TP": 14130.566666666668, + "n_pred": 18170.733333333334, + "n_ref": 35386.566666666666 + }, + "4": { + "Dice": 0.4504933900542309, + "FN": 2126.733333333333, + "FP": 1400.7333333333333, + "IoU": 0.39385051468271154, + "TN": 1223765.8333333333, + "TP": 5171.766666666666, + "n_pred": 6572.5, + "n_ref": 7298.5 + }, + "5": { + "Dice": 0.6936113066962043, + "FN": 561.9666666666667, + "FP": 356.6, + "IoU": 0.5681919106287446, + "TN": 1229947.9666666666, + "TP": 1598.5333333333333, + "n_pred": 1955.1333333333334, + "n_ref": 2160.5 + }, + "6": { + "Dice": 0.8426467997803614, + "FN": 17826.633333333335, + "FP": 21728.166666666668, + "IoU": 0.7857365339609165, + "TN": 1055352.9, + "TP": 137557.36666666667, + "n_pred": 159285.53333333333, + "n_ref": 155384.0 + }, + "7": { + "Dice": 0.8052902923460196, + "FN": 12791.666666666666, + "FP": 9283.333333333334, + "IoU": 0.7240867651593924, + "TN": 1107183.4666666666, + "TP": 103206.6, + "n_pred": 112489.93333333333, + "n_ref": 115998.26666666666 + }, + "8": { + "Dice": 0.8639440979772153, + "FN": 479.9, + "FP": 738.8333333333334, + "IoU": 0.8021135668787204, + "TN": 1222137.7333333334, + "TP": 9108.6, + "n_pred": 9847.433333333332, + "n_ref": 9588.5 + }, + "9": { + "Dice": 0.6712877560647329, + "FN": 1044.5666666666666, + "FP": 1004.0666666666667, + "IoU": 0.557594595096385, + "TN": 1226309.5, + "TP": 4106.933333333333, + "n_pred": 5111.0, + "n_ref": 5151.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9699224698878582, + "FN": 2305, + "FP": 4647, + "IoU": 0.9416014246833103, + "TN": 1107580, + "TP": 112092, + "n_pred": 116739, + "n_ref": 114397 + }, + "10": { + "Dice": 0.7946336429308566, + "FN": 43, + "FP": 156, + "IoU": 0.6592465753424658, + "TN": 1226040, + "TP": 385, + "n_pred": 541, + "n_ref": 428 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 296, + "FP": 0, + "IoU": 0.0, + "TN": 1226328, + "TP": 0, + "n_pred": 0, + "n_ref": 296 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8569411764705882, + "FN": 212, + "FP": 396, + "IoU": 0.7496912309592425, + "TN": 1224195, + "TP": 1821, + "n_pred": 2217, + "n_ref": 2033 + }, + "3": { + "Dice": 0.9003147258572138, + "FN": 1909, + "FP": 1100, + "IoU": 0.818702175091884, + "TN": 1210027, + "TP": 13588, + "n_pred": 14688, + "n_ref": 15497 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9697773721953934, + "FN": 8943, + "FP": 2516, + "IoU": 0.9413279673947549, + "TN": 1031318, + "TP": 183847, + "n_pred": 186363, + "n_ref": 192790 + }, + "7": { + "Dice": 0.9233392443050061, + "FN": 19825, + "FP": 4903, + "IoU": 0.8575953376409476, + "TN": 1052978, + "TP": 148918, + "n_pred": 153821, + "n_ref": 168743 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7384615384615385, + "FN": 25, + "FP": 9, + "IoU": 0.5853658536585366, + "TN": 525614, + "TP": 48, + "n_pred": 57, + "n_ref": 73 + }, + "10": { + "Dice": 0.8346138293570562, + "FN": 326, + "FP": 83, + "IoU": 0.7161693268563497, + "TN": 524255, + "TP": 1032, + "n_pred": 1115, + "n_ref": 1358 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8769465648854962, + "FN": 136, + "FP": 267, + "IoU": 0.7808591625883632, + "TN": 523857, + "TP": 1436, + "n_pred": 1703, + "n_ref": 1572 + }, + "15": { + "Dice": 0.8451189260178025, + "FN": 7113, + "FP": 3501, + "IoU": 0.7317800464975235, + "TN": 486124, + "TP": 28958, + "n_pred": 32459, + "n_ref": 36071 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9045495093666369, + "FN": 105, + "FP": 2, + "IoU": 0.8257328990228013, + "TN": 525082, + "TP": 507, + "n_pred": 509, + "n_ref": 612 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8125539427226364, + "FN": 1404, + "FP": 985, + "IoU": 0.6842870358134003, + "TN": 518129, + "TP": 5178, + "n_pred": 6163, + "n_ref": 6582 + }, + "6": { + "Dice": 0.9175511898891859, + "FN": 2727, + "FP": 450, + "IoU": 0.8476624310716855, + "TN": 504841, + "TP": 17678, + "n_pred": 18128, + "n_ref": 20405 + }, + "7": { + "Dice": 0.8177574059927001, + "FN": 311, + "FP": 1836, + "IoU": 0.6917001723147617, + "TN": 518732, + "TP": 4817, + "n_pred": 6653, + "n_ref": 5128 + }, + "8": { + "Dice": 0.9436014602528124, + "FN": 595, + "FP": 1676, + "IoU": 0.8932248812826179, + "TN": 504427, + "TP": 18998, + "n_pred": 20674, + "n_ref": 19593 + }, + "9": { + "Dice": 0.8867699642431466, + "FN": 216, + "FP": 69, + "IoU": 0.7965738758029979, + "TN": 524295, + "TP": 1116, + "n_pred": 1185, + "n_ref": 1332 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9412563667232597, + "FN": 2683, + "FP": 1815, + "IoU": 0.8890314304041051, + "TN": 1536554, + "TP": 36036, + "n_pred": 37851, + "n_ref": 38719 + }, + "10": { + "Dice": 0.39995365542810796, + "FN": 8348, + "FP": 2010, + "IoU": 0.2499637943519189, + "TN": 1563278, + "TP": 3452, + "n_pred": 5462, + "n_ref": 11800 + }, + "11": { + "Dice": 0.47578434358818156, + "FN": 1169, + "FP": 552, + "IoU": 0.31215027977617904, + "TN": 1574586, + "TP": 781, + "n_pred": 1333, + "n_ref": 1950 + }, + "12": { + "Dice": 0.0, + "FN": 78, + "FP": 0, + "IoU": 0.0, + "TN": 1577010, + "TP": 0, + "n_pred": 0, + "n_ref": 78 + }, + "13": { + "Dice": 0.40266222961730447, + "FN": 197, + "FP": 162, + "IoU": 0.2520833333333333, + "TN": 1576608, + "TP": 121, + "n_pred": 283, + "n_ref": 318 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7535861033880373, + "FN": 1807, + "FP": 8208, + "IoU": 0.6046034190058825, + "TN": 1551759, + "TP": 15314, + "n_pred": 23522, + "n_ref": 17121 + }, + "3": { + "Dice": 0.010583058797966468, + "FN": 619051, + "FP": 231, + "IoU": 0.005319678634872807, + "TN": 954494, + "TP": 3312, + "n_pred": 3543, + "n_ref": 622363 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.2791193537300335, + "FN": 4712, + "FP": 427368, + "IoU": 0.16219564926540878, + "TN": 1061359, + "TP": 83649, + "n_pred": 511017, + "n_ref": 88361 + }, + "7": { + "Dice": 0.8181896127690107, + "FN": 55857, + "FP": 24721, + "IoU": 0.6923188538611925, + "TN": 1315200, + "TP": 181310, + "n_pred": 206031, + "n_ref": 237167 + }, + "8": { + "Dice": 0.9133555049886224, + "FN": 325, + "FP": 170, + "IoU": 0.8405283505154639, + "TN": 1573984, + "TP": 2609, + "n_pred": 2779, + "n_ref": 2934 + }, + "9": { + "Dice": 0.650137741046832, + "FN": 197, + "FP": 57, + "IoU": 0.4816326530612245, + "TN": 1576598, + "TP": 236, + "n_pred": 293, + "n_ref": 433 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.982093306450003, + "FN": 3925, + "FP": 560, + "IoU": 0.9648166307119043, + "TN": 748685, + "TP": 122990, + "n_pred": 123550, + "n_ref": 126915 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9475014037057833, + "FN": 353, + "FP": 1517, + "IoU": 0.9002400640170712, + "TN": 857415, + "TP": 16875, + "n_pred": 18392, + "n_ref": 17228 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8097083418315317, + "FN": 1843, + "FP": 23, + "IoU": 0.6802604523646333, + "TN": 870324, + "TP": 3970, + "n_pred": 3993, + "n_ref": 5813 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 492, + "FP": 0, + "IoU": 0.0, + "TN": 875668, + "TP": 0, + "n_pred": 0, + "n_ref": 492 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9731275470043741, + "FN": 880, + "FP": 1817, + "IoU": 0.9476615563749272, + "TN": 1175094, + "TP": 48833, + "n_pred": 50650, + "n_ref": 49713 + }, + "10": { + "Dice": 0.661464429704773, + "FN": 2153, + "FP": 450, + "IoU": 0.49417022930431403, + "TN": 1221478, + "TP": 2543, + "n_pred": 2993, + "n_ref": 4696 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.31857111485249984, + "FN": 8660, + "FP": 649, + "IoU": 0.18946451893774488, + "TN": 1215139, + "TP": 2176, + "n_pred": 2825, + "n_ref": 10836 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8764446661677892, + "FN": 2097, + "FP": 875, + "IoU": 0.7800636424184119, + "TN": 1213111, + "TP": 10541, + "n_pred": 11416, + "n_ref": 12638 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8960843925130948, + "FN": 961, + "FP": 1876, + "IoU": 0.8117326962638529, + "TN": 1211555, + "TP": 12232, + "n_pred": 14108, + "n_ref": 13193 + }, + "7": { + "Dice": 0.9477903189193772, + "FN": 31683, + "FP": 6497, + "IoU": 0.9007618309936033, + "TN": 841893, + "TP": 346551, + "n_pred": 353048, + "n_ref": 378234 + }, + "8": { + "Dice": 0.8727440999537251, + "FN": 222, + "FP": 328, + "IoU": 0.7742200328407225, + "TN": 1224188, + "TP": 1886, + "n_pred": 2214, + "n_ref": 2108 + }, + "9": { + "Dice": 0.4931506849315068, + "FN": 0, + "FP": 74, + "IoU": 0.32727272727272727, + "TN": 1226514, + "TP": 36, + "n_pred": 110, + "n_ref": 36 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1126, + "IoU": 0.0, + "TN": 524570, + "TP": 0, + "n_pred": 1126, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8365809301117173, + "FN": 343, + "FP": 286, + "IoU": 0.7190710138454667, + "TN": 523457, + "TP": 1610, + "n_pred": 1896, + "n_ref": 1953 + }, + "6": { + "Dice": 0.9524237717648982, + "FN": 4082, + "FP": 4066, + "IoU": 0.9091689426453375, + "TN": 435991, + "TP": 81557, + "n_pred": 85623, + "n_ref": 85639 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8785249457700651, + "FN": 142, + "FP": 418, + "IoU": 0.7833655705996132, + "TN": 523111, + "TP": 2025, + "n_pred": 2443, + "n_ref": 2167 + }, + "9": { + "Dice": 0.8435691197474254, + "FN": 4773, + "FP": 3551, + "IoU": 0.7294591783671347, + "TN": 494928, + "TP": 22444, + "n_pred": 25995, + "n_ref": 27217 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.866002546625721, + "FN": 1145, + "FP": 644, + "IoU": 0.7636723910171731, + "TN": 868590, + "TP": 5781, + "n_pred": 6425, + "n_ref": 6926 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.16009023964585195, + "FN": 849, + "FP": 38615, + "IoU": 0.08700983227299017, + "TN": 832935, + "TP": 3761, + "n_pred": 42376, + "n_ref": 4610 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1703, + "IoU": 0.0, + "TN": 874457, + "TP": 0, + "n_pred": 1703, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7179946284691137, + "FN": 2041, + "FP": 479, + "IoU": 0.5600558659217877, + "TN": 870432, + "TP": 3208, + "n_pred": 3687, + "n_ref": 5249 + }, + "6": { + "Dice": 0.991326516774701, + "FN": 1009, + "FP": 2189, + "IoU": 0.982802198393151, + "TN": 690206, + "TP": 182756, + "n_pred": 184945, + "n_ref": 183765 + }, + "7": { + "Dice": 0.9075575340507648, + "FN": 16467, + "FP": 6168, + "IoU": 0.8307600284122771, + "TN": 742415, + "TP": 111110, + "n_pred": 117278, + "n_ref": 127577 + }, + "8": { + "Dice": 0.9432647696863173, + "FN": 1679, + "FP": 1904, + "IoU": 0.892621673459602, + "TN": 842792, + "TP": 29785, + "n_pred": 31689, + "n_ref": 31464 + }, + "9": { + "Dice": 0.4629080118694362, + "FN": 173, + "FP": 189, + "IoU": 0.30115830115830117, + "TN": 875642, + "TP": 156, + "n_pred": 345, + "n_ref": 329 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2219, + "IoU": 0.0, + "TN": 873941, + "TP": 0, + "n_pred": 2219, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2939, + "IoU": 0.0, + "TN": 873221, + "TP": 0, + "n_pred": 2939, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2871, + "IoU": 0.0, + "TN": 873289, + "TP": 0, + "n_pred": 2871, + "n_ref": 0 + }, + "5": { + "Dice": 0.6008891438405277, + "FN": 4445, + "FP": 3904, + "IoU": 0.42947929479294794, + "TN": 861526, + "TP": 6285, + "n_pred": 10189, + "n_ref": 10730 + }, + "6": { + "Dice": 0.886270218331287, + "FN": 11430, + "FP": 14136, + "IoU": 0.795767728329379, + "TN": 750979, + "TP": 99615, + "n_pred": 113751, + "n_ref": 111045 + }, + "7": { + "Dice": 0.4290777467762612, + "FN": 28779, + "FP": 1505, + "IoU": 0.27313748079877115, + "TN": 834496, + "TP": 11380, + "n_pred": 12885, + "n_ref": 40159 + }, + "8": { + "Dice": 0.7751182855552463, + "FN": 1601, + "FP": 6479, + "IoU": 0.6328107248352647, + "TN": 854155, + "TP": 13925, + "n_pred": 20404, + "n_ref": 15526 + }, + "9": { + "Dice": 0.7212605944848991, + "FN": 4181, + "FP": 5159, + "IoU": 0.5640403286034354, + "TN": 854736, + "TP": 12084, + "n_pred": 17243, + "n_ref": 16265 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6282674439788668, + "FN": 49766, + "FP": 1245, + "IoU": 0.45801015746190954, + "TN": 782042, + "TP": 43107, + "n_pred": 44352, + "n_ref": 92873 + }, + "15": { + "Dice": 0.25325745739145394, + "FN": 13453, + "FP": 38642, + "IoU": 0.14498842915524626, + "TN": 815231, + "TP": 8834, + "n_pred": 47476, + "n_ref": 22287 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 876157, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9574468085106383, + "FN": 1957, + "FP": 567, + "IoU": 0.9183673469387755, + "TN": 845241, + "TP": 28395, + "n_pred": 28962, + "n_ref": 30352 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8997293550729422, + "FN": 199, + "FP": 1320, + "IoU": 0.8177345812335013, + "TN": 867826, + "TP": 6815, + "n_pred": 8135, + "n_ref": 7014 + }, + "10": { + "Dice": 0.6934090029665936, + "FN": 7793, + "FP": 4092, + "IoU": 0.5307008884501481, + "TN": 850835, + "TP": 13440, + "n_pred": 17532, + "n_ref": 21233 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.799505969534788, + "FN": 769, + "FP": 205, + "IoU": 0.6659807956104252, + "TN": 873244, + "TP": 1942, + "n_pred": 2147, + "n_ref": 2711 + }, + "13": { + "Dice": 0.6975652883569097, + "FN": 6569, + "FP": 2325, + "IoU": 0.535585609106574, + "TN": 857009, + "TP": 10257, + "n_pred": 12582, + "n_ref": 16826 + }, + "14": { + "Dice": 0.9804965172352206, + "FN": 1360, + "FP": 4100, + "IoU": 0.9617392523037035, + "TN": 733455, + "TP": 137245, + "n_pred": 141345, + "n_ref": 138605 + }, + "15": { + "Dice": 0.874453781512605, + "FN": 1137, + "FP": 357, + "IoU": 0.7769150365835449, + "TN": 869463, + "TP": 5203, + "n_pred": 5560, + "n_ref": 6340 + }, + "2": { + "Dice": 0.8250692567378114, + "FN": 12490, + "FP": 3107, + "IoU": 0.7022279921342522, + "TN": 823781, + "TP": 36782, + "n_pred": 39889, + "n_ref": 49272 + }, + "3": { + "Dice": 0.8112247601886693, + "FN": 2895, + "FP": 11353, + "IoU": 0.6824038161472962, + "TN": 831298, + "TP": 30614, + "n_pred": 41967, + "n_ref": 33509 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.966802562609202, + "FN": 148, + "FP": 80, + "IoU": 0.9357384441939121, + "TN": 872612, + "TP": 3320, + "n_pred": 3400, + "n_ref": 3468 + }, + "7": { + "Dice": 0.9665921596394045, + "FN": 4767, + "FP": 2452, + "IoU": 0.9353443257234467, + "TN": 764507, + "TP": 104434, + "n_pred": 106886, + "n_ref": 109201 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8250840941854878, + "FN": 254, + "FP": 474, + "IoU": 0.7022494887525562, + "TN": 873715, + "TP": 1717, + "n_pred": 2191, + "n_ref": 1971 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8691196356131237, + "FN": 680, + "FP": 1159, + "IoU": 0.7685336689741976, + "TN": 692983, + "TP": 6106, + "n_pred": 7265, + "n_ref": 6786 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.5377836114757172, + "FN": 7966, + "FP": 1894, + "IoU": 0.3677866119517825, + "TN": 685332, + "TP": 5736, + "n_pred": 7630, + "n_ref": 13702 + }, + "15": { + "Dice": 0.2741738066095471, + "FN": 1469, + "FP": 25216, + "IoU": 0.15886524822695036, + "TN": 669203, + "TP": 5040, + "n_pred": 30256, + "n_ref": 6509 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 40, + "IoU": 0.0, + "TN": 700888, + "TP": 0, + "n_pred": 40, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9703799508099398, + "FN": 2283, + "FP": 511, + "IoU": 0.9424641172957723, + "TN": 652367, + "TP": 45767, + "n_pred": 46278, + "n_ref": 48050 + }, + "7": { + "Dice": 0.9890373038504511, + "FN": 968, + "FP": 2319, + "IoU": 0.9783123626790533, + "TN": 549367, + "TP": 148274, + "n_pred": 150593, + "n_ref": 149242 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8811524609843937, + "FN": 98, + "FP": 1, + "IoU": 0.7875536480686696, + "TN": 1751854, + "TP": 367, + "n_pred": 368, + "n_ref": 465 + }, + "10": { + "Dice": 0.2507042253521127, + "FN": 143, + "FP": 389, + "IoU": 0.143317230273752, + "TN": 1751699, + "TP": 89, + "n_pred": 478, + "n_ref": 232 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7748663570239243, + "FN": 1135, + "FP": 1434, + "IoU": 0.6324749642346209, + "TN": 1745330, + "TP": 4421, + "n_pred": 5855, + "n_ref": 5556 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.91829148939407, + "FN": 7406, + "FP": 8707, + "IoU": 0.848926934003394, + "TN": 1645663, + "TP": 90544, + "n_pred": 99251, + "n_ref": 97950 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 292, + "IoU": 0.0, + "TN": 1752028, + "TP": 0, + "n_pred": 292, + "n_ref": 0 + }, + "5": { + "Dice": 0.17227456258411844, + "FN": 615, + "FP": 0, + "IoU": 0.09425625920471281, + "TN": 1751641, + "TP": 64, + "n_pred": 64, + "n_ref": 679 + }, + "6": { + "Dice": 0.9639769521312269, + "FN": 9190, + "FP": 13423, + "IoU": 0.9304589836242023, + "TN": 1427145, + "TP": 302562, + "n_pred": 315985, + "n_ref": 311752 + }, + "7": { + "Dice": 0.9707118935278058, + "FN": 21989, + "FP": 9240, + "IoU": 0.9430905568848417, + "TN": 1203571, + "TP": 517520, + "n_pred": 526760, + "n_ref": 539509 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7363128491620111, + "FN": 4592, + "FP": 128, + "IoU": 0.5826702033598585, + "TN": 1741010, + "TP": 6590, + "n_pred": 6718, + "n_ref": 11182 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9050675851991024, + "FN": 915, + "FP": 904, + "IoU": 0.8265967588179218, + "TN": 865670, + "TP": 8671, + "n_pred": 9575, + "n_ref": 9586 + }, + "11": { + "Dice": 0.7777777777777778, + "FN": 755, + "FP": 225, + "IoU": 0.6363636363636364, + "TN": 873465, + "TP": 1715, + "n_pred": 1940, + "n_ref": 2470 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 876137, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "13": { + "Dice": 0.8497183819764464, + "FN": 722, + "FP": 3974, + "IoU": 0.7387046516803917, + "TN": 858188, + "TP": 13276, + "n_pred": 17250, + "n_ref": 13998 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9407271184043005, + "FN": 187, + "FP": 232, + "IoU": 0.8880876068376068, + "TN": 872416, + "TP": 3325, + "n_pred": 3557, + "n_ref": 3512 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8094472887626593, + "FN": 3416, + "FP": 1683, + "IoU": 0.6798920208424886, + "TN": 860231, + "TP": 10830, + "n_pred": 12513, + "n_ref": 14246 + }, + "6": { + "Dice": 0.8983757449717417, + "FN": 4270, + "FP": 6285, + "IoU": 0.8155010575259137, + "TN": 818951, + "TP": 46654, + "n_pred": 52939, + "n_ref": 50924 + }, + "7": { + "Dice": 0.7964448958862367, + "FN": 3441, + "FP": 567, + "IoU": 0.6617436070554478, + "TN": 864311, + "TP": 7841, + "n_pred": 8408, + "n_ref": 11282 + }, + "8": { + "Dice": 0.943562210938258, + "FN": 3691, + "FP": 3289, + "IoU": 0.8931545432280186, + "TN": 810832, + "TP": 58348, + "n_pred": 61637, + "n_ref": 62039 + }, + "9": { + "Dice": 0.8102570811800877, + "FN": 7309, + "FP": 7194, + "IoU": 0.6810354307330269, + "TN": 830691, + "TP": 30966, + "n_pred": 38160, + "n_ref": 38275 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8299731510861607, + "FN": 8769, + "FP": 1680, + "IoU": 0.7093624833110814, + "TN": 840208, + "TP": 25503, + "n_pred": 27183, + "n_ref": 34272 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4286246738725307, + "FN": 1282, + "FP": 251, + "IoU": 0.27277039848197343, + "TN": 874052, + "TP": 575, + "n_pred": 826, + "n_ref": 1857 + }, + "13": { + "Dice": 0.437403400309119, + "FN": 482, + "FP": 246, + "IoU": 0.2799208704253215, + "TN": 875149, + "TP": 283, + "n_pred": 529, + "n_ref": 765 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.7037037037037037, + "FN": 0, + "FP": 32, + "IoU": 0.5428571428571428, + "TN": 876090, + "TP": 38, + "n_pred": 70, + "n_ref": 38 + }, + "4": { + "Dice": 0.8489509808693959, + "FN": 975, + "FP": 2128, + "IoU": 0.7375454622346275, + "TN": 864337, + "TP": 8720, + "n_pred": 10848, + "n_ref": 9695 + }, + "5": { + "Dice": 0.454178674351585, + "FN": 113, + "FP": 834, + "IoU": 0.29381058911260255, + "TN": 874819, + "TP": 394, + "n_pred": 1228, + "n_ref": 507 + }, + "6": { + "Dice": 0.9345882630631693, + "FN": 3526, + "FP": 5342, + "IoU": 0.8772085294932152, + "TN": 803940, + "TP": 63352, + "n_pred": 68694, + "n_ref": 66878 + }, + "7": { + "Dice": 0.8082918036263387, + "FN": 2490, + "FP": 1126, + "IoU": 0.678263190675327, + "TN": 864921, + "TP": 7623, + "n_pred": 8749, + "n_ref": 10113 + }, + "8": { + "Dice": 0.9322733219281474, + "FN": 1484, + "FP": 1881, + "IoU": 0.873138548539114, + "TN": 849635, + "TP": 23160, + "n_pred": 25041, + "n_ref": 24644 + }, + "9": { + "Dice": 0.0, + "FN": 144, + "FP": 0, + "IoU": 0.0, + "TN": 876016, + "TP": 0, + "n_pred": 0, + "n_ref": 144 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9071952808834625, + "FN": 747, + "FP": 606, + "IoU": 0.8301531508912879, + "TN": 692962, + "TP": 6613, + "n_pred": 7219, + "n_ref": 7360 + }, + "10": { + "Dice": 0.9159561510353228, + "FN": 564, + "FP": 678, + "IoU": 0.8449438202247191, + "TN": 692918, + "TP": 6768, + "n_pred": 7446, + "n_ref": 7332 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6999522976625855, + "FN": 1383, + "FP": 504, + "IoU": 0.5384050880626223, + "TN": 696840, + "TP": 2201, + "n_pred": 2705, + "n_ref": 3584 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.20638595419129657, + "FN": 5197, + "FP": 62334, + "IoU": 0.11506709298668623, + "TN": 624616, + "TP": 8781, + "n_pred": 71115, + "n_ref": 13978 + }, + "15": { + "Dice": 0.8911543122069437, + "FN": 29, + "FP": 4103, + "IoU": 0.803677483726897, + "TN": 679881, + "TP": 16915, + "n_pred": 21018, + "n_ref": 16944 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9633480857646199, + "FN": 155, + "FP": 698, + "IoU": 0.9292879051645527, + "TN": 688865, + "TP": 11210, + "n_pred": 11908, + "n_ref": 11365 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8422837761447145, + "FN": 115, + "FP": 164, + "IoU": 0.7275390625, + "TN": 699904, + "TP": 745, + "n_pred": 909, + "n_ref": 860 + }, + "6": { + "Dice": 0.7470422535211267, + "FN": 421, + "FP": 28, + "IoU": 0.5962230215827338, + "TN": 699816, + "TP": 663, + "n_pred": 691, + "n_ref": 1084 + }, + "7": { + "Dice": 0.943402162100326, + "FN": 1921, + "FP": 2037, + "IoU": 0.8928677764244146, + "TN": 663983, + "TP": 32987, + "n_pred": 35024, + "n_ref": 34908 + }, + "8": { + "Dice": 0.9527448071216618, + "FN": 222, + "FP": 1052, + "IoU": 0.9097541970673656, + "TN": 686811, + "TP": 12843, + "n_pred": 13895, + "n_ref": 13065 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 700906, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9772112234724398, + "FN": 183, + "FP": 137, + "IoU": 0.9554379612867289, + "TN": 2621299, + "TP": 6861, + "n_pred": 6998, + "n_ref": 7044 + }, + "10": { + "Dice": 0.8256606750436694, + "FN": 2291, + "FP": 3897, + "IoU": 0.7030852646226189, + "TN": 2607639, + "TP": 14653, + "n_pred": 18550, + "n_ref": 16944 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 113, + "IoU": 0.0, + "TN": 2628367, + "TP": 0, + "n_pred": 113, + "n_ref": 0 + }, + "12": { + "Dice": 0.858020897357099, + "FN": 282, + "FP": 411, + "IoU": 0.751345532831001, + "TN": 2625693, + "TP": 2094, + "n_pred": 2505, + "n_ref": 2376 + }, + "13": { + "Dice": 0.6544132832183718, + "FN": 6608, + "FP": 1759, + "IoU": 0.4863404751672908, + "TN": 2612191, + "TP": 7922, + "n_pred": 9681, + "n_ref": 14530 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 55154, + "IoU": 0.0, + "TN": 2573326, + "TP": 0, + "n_pred": 55154, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9735930905622411, + "FN": 1557, + "FP": 464, + "IoU": 0.9485449499707208, + "TN": 2589203, + "TP": 37256, + "n_pred": 37720, + "n_ref": 38813 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 2628456, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 6267, + "IoU": 0.0, + "TN": 2622213, + "TP": 0, + "n_pred": 6267, + "n_ref": 0 + }, + "7": { + "Dice": 0.8933306525055883, + "FN": 8160, + "FP": 18897, + "IoU": 0.8072245377792028, + "TN": 2488125, + "TP": 113298, + "n_pred": 132195, + "n_ref": 121458 + }, + "8": { + "Dice": 0.9683546894829492, + "FN": 175, + "FP": 598, + "IoU": 0.9386507936507936, + "TN": 2615880, + "TP": 11827, + "n_pred": 12425, + "n_ref": 12002 + }, + "9": { + "Dice": 0.8922088265180018, + "FN": 155, + "FP": 3770, + "IoU": 0.8053944171748724, + "TN": 2608311, + "TP": 16244, + "n_pred": 20014, + "n_ref": 16399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6719534760771875, + "FN": 1015, + "FP": 226, + "IoU": 0.5059713375796179, + "TN": 873648, + "TP": 1271, + "n_pred": 1497, + "n_ref": 2286 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7277807063784923, + "FN": 4174, + "FP": 990, + "IoU": 0.5720560205519185, + "TN": 864093, + "TP": 6903, + "n_pred": 7893, + "n_ref": 11077 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6286591580549857, + "FN": 56646, + "FP": 920, + "IoU": 0.4584266280316857, + "TN": 769866, + "TP": 48728, + "n_pred": 49648, + "n_ref": 105374 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.021464646464646464, + "FN": 107, + "FP": 12293, + "IoU": 0.010848755583918315, + "TN": 863624, + "TP": 136, + "n_pred": 12429, + "n_ref": 243 + }, + "5": { + "Dice": 0.44728005372733376, + "FN": 1630, + "FP": 16, + "IoU": 0.2880622837370242, + "TN": 873848, + "TP": 666, + "n_pred": 682, + "n_ref": 2296 + }, + "6": { + "Dice": 0.9492787592247833, + "FN": 5526, + "FP": 2048, + "IoU": 0.9034544295729764, + "TN": 797710, + "TP": 70876, + "n_pred": 72924, + "n_ref": 76402 + }, + "7": { + "Dice": 0.9518706823829826, + "FN": 3368, + "FP": 854, + "IoU": 0.9081614896023666, + "TN": 830188, + "TP": 41750, + "n_pred": 42604, + "n_ref": 45118 + }, + "8": { + "Dice": 0.845287166804067, + "FN": 355, + "FP": 208, + "IoU": 0.732032365540219, + "TN": 874059, + "TP": 1538, + "n_pred": 1746, + "n_ref": 1893 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.405355150613611, + "FN": 1460, + "FP": 139, + "IoU": 0.25419776119402987, + "TN": 348320, + "TP": 545, + "n_pred": 684, + "n_ref": 2005 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.976392940320796, + "FN": 1554, + "FP": 1497, + "IoU": 0.9538747618903637, + "TN": 284318, + "TP": 63095, + "n_pred": 64592, + "n_ref": 64649 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9747674620139811, + "FN": 975, + "FP": 2519, + "IoU": 0.9507769465928462, + "TN": 279481, + "TP": 67489, + "n_pred": 70008, + "n_ref": 68464 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 7360, + "IoU": 0.0, + "TN": 2621120, + "TP": 0, + "n_pred": 7360, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.17594023699124162, + "FN": 12166, + "FP": 630, + "IoU": 0.09645530292331592, + "TN": 2614318, + "TP": 1366, + "n_pred": 1996, + "n_ref": 13532 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 121074, + "IoU": 0.0, + "TN": 2507406, + "TP": 0, + "n_pred": 121074, + "n_ref": 0 + }, + "15": { + "Dice": 0.14394674236004043, + "FN": 2851, + "FP": 80990, + "IoU": 0.07755528661018814, + "TN": 2537590, + "TP": 7049, + "n_pred": 88039, + "n_ref": 9900 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 330, + "IoU": 0.0, + "TN": 2628150, + "TP": 0, + "n_pred": 330, + "n_ref": 0 + }, + "4": { + "Dice": 0.6529861307670535, + "FN": 13770, + "FP": 3394, + "IoU": 0.4847657070813196, + "TN": 2595167, + "TP": 16149, + "n_pred": 19543, + "n_ref": 29919 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8051748028792505, + "FN": 6442, + "FP": 72997, + "IoU": 0.6738850208545437, + "TN": 2384888, + "TP": 164153, + "n_pred": 237150, + "n_ref": 170595 + }, + "7": { + "Dice": 0.3892018610881864, + "FN": 10910, + "FP": 40157, + "IoU": 0.24162050581403982, + "TN": 2561143, + "TP": 16270, + "n_pred": 56427, + "n_ref": 27180 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9345609926920546, + "FN": 14381, + "FP": 4119, + "IoU": 0.8771604815309124, + "TN": 3178805, + "TP": 132103, + "n_pred": 136222, + "n_ref": 146484 + }, + "10": { + "Dice": 0.8431897540933039, + "FN": 7238, + "FP": 5471, + "IoU": 0.7288920175775417, + "TN": 3282530, + "TP": 34169, + "n_pred": 39640, + "n_ref": 41407 + }, + "11": { + "Dice": 0.0, + "FN": 26, + "FP": 596, + "IoU": 0.0, + "TN": 3328786, + "TP": 0, + "n_pred": 596, + "n_ref": 26 + }, + "12": { + "Dice": 0.14246386785960083, + "FN": 60, + "FP": 2432, + "IoU": 0.0766950722489811, + "TN": 3326709, + "TP": 207, + "n_pred": 2639, + "n_ref": 267 + }, + "13": { + "Dice": 0.4901149425287356, + "FN": 5459, + "FP": 8958, + "IoU": 0.32460414129110843, + "TN": 3308062, + "TP": 6929, + "n_pred": 15887, + "n_ref": 12388 + }, + "14": { + "Dice": 0.8549119943535224, + "FN": 6697, + "FP": 3170, + "IoU": 0.7465906464288466, + "TN": 3290471, + "TP": 29070, + "n_pred": 32240, + "n_ref": 35767 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 63, + "IoU": 0.0, + "TN": 3329345, + "TP": 0, + "n_pred": 63, + "n_ref": 0 + }, + "2": { + "Dice": 0.9574376195386799, + "FN": 5326, + "FP": 4332, + "IoU": 0.9183504387670561, + "TN": 3211122, + "TP": 108628, + "n_pred": 112960, + "n_ref": 113954 + }, + "3": { + "Dice": 0.9531254591941694, + "FN": 972, + "FP": 623, + "IoU": 0.9104485991802819, + "TN": 3311597, + "TP": 16216, + "n_pred": 16839, + "n_ref": 17188 + }, + "4": { + "Dice": 0.0, + "FN": 27, + "FP": 15172, + "IoU": 0.0, + "TN": 3314209, + "TP": 0, + "n_pred": 15172, + "n_ref": 27 + }, + "5": { + "Dice": 0.8571428571428571, + "FN": 761, + "FP": 250, + "IoU": 0.75, + "TN": 3325364, + "TP": 3033, + "n_pred": 3283, + "n_ref": 3794 + }, + "6": { + "Dice": 0.8597452308072844, + "FN": 411135, + "FP": 42491, + "IoU": 0.7539939792718183, + "TN": 1485445, + "TP": 1390337, + "n_pred": 1432828, + "n_ref": 1801472 + }, + "7": { + "Dice": 0.4866551602876325, + "FN": 118753, + "FP": 8248, + "IoU": 0.3215758547008547, + "TN": 3142208, + "TP": 60199, + "n_pred": 68447, + "n_ref": 178952 + }, + "8": { + "Dice": 0.9003368893879843, + "FN": 148, + "FP": 562, + "IoU": 0.8187388307378095, + "TN": 3325491, + "TP": 3207, + "n_pred": 3769, + "n_ref": 3355 + }, + "9": { + "Dice": 0.7123762376237623, + "FN": 6086, + "FP": 7858, + "IoU": 0.5532487504805844, + "TN": 3298196, + "TP": 17268, + "n_pred": 25126, + "n_ref": 23354 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8539012043986735, + "FN": 342, + "FP": 1332, + "IoU": 0.7450502589095339, + "TN": 1044826, + "TP": 4892, + "n_pred": 6224, + "n_ref": 5234 + }, + "10": { + "Dice": 0.6608695652173913, + "FN": 45, + "FP": 384, + "IoU": 0.4935064935064935, + "TN": 1050545, + "TP": 418, + "n_pred": 802, + "n_ref": 463 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 94, + "IoU": 0.0, + "TN": 1051298, + "TP": 0, + "n_pred": 94, + "n_ref": 0 + }, + "13": { + "Dice": 0.5383190480675646, + "FN": 13516, + "FP": 1189, + "IoU": 0.36828765357848614, + "TN": 1028114, + "TP": 8573, + "n_pred": 9762, + "n_ref": 22089 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9211295034079844, + "FN": 469, + "FP": 98, + "IoU": 0.8537906137184116, + "TN": 1047514, + "TP": 3311, + "n_pred": 3409, + "n_ref": 3780 + }, + "4": { + "Dice": 0.9025034360181048, + "FN": 12941, + "FP": 608, + "IoU": 0.8223291677047955, + "TN": 975133, + "TP": 62710, + "n_pred": 63318, + "n_ref": 75651 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9586593251369679, + "FN": 3825, + "FP": 2204, + "IoU": 0.9206010561942766, + "TN": 975459, + "TP": 69904, + "n_pred": 72108, + "n_ref": 73729 + }, + "7": { + "Dice": 0.0018976618095560827, + "FN": 87, + "FP": 73548, + "IoU": 0.0009497320398887456, + "TN": 977687, + "TP": 70, + "n_pred": 73618, + "n_ref": 157 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8748984565393989, + "FN": 82, + "FP": 226, + "IoU": 0.7776173285198555, + "TN": 1050007, + "TP": 1077, + "n_pred": 1303, + "n_ref": 1159 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8633587534251098, + "FN": 736, + "FP": 3403, + "IoU": 0.7595701423177461, + "TN": 1209409, + "TP": 13076, + "n_pred": 16479, + "n_ref": 13812 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8761031907671419, + "FN": 685, + "FP": 45, + "IoU": 0.7795228027786167, + "TN": 1223313, + "TP": 2581, + "n_pred": 2626, + "n_ref": 3266 + }, + "13": { + "Dice": 0.8539493293591655, + "FN": 191, + "FP": 5, + "IoU": 0.7451235370611183, + "TN": 1225855, + "TP": 573, + "n_pred": 578, + "n_ref": 764 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9671674152083011, + "FN": 1878, + "FP": 5330, + "IoU": 0.9364222522117259, + "TN": 1113251, + "TP": 106165, + "n_pred": 111495, + "n_ref": 108043 + }, + "3": { + "Dice": 0.9510337323177367, + "FN": 374, + "FP": 1606, + "IoU": 0.9066390041493776, + "TN": 1205416, + "TP": 19228, + "n_pred": 20834, + "n_ref": 19602 + }, + "4": { + "Dice": 0.9471153059722245, + "FN": 1807, + "FP": 1426, + "IoU": 0.8995432371127614, + "TN": 1194441, + "TP": 28950, + "n_pred": 30376, + "n_ref": 30757 + }, + "5": { + "Dice": 0.8901132228063081, + "FN": 536, + "FP": 1638, + "IoU": 0.8019856088896985, + "TN": 1215645, + "TP": 8805, + "n_pred": 10443, + "n_ref": 9341 + }, + "6": { + "Dice": 0.9716378419308495, + "FN": 5602, + "FP": 4249, + "IoU": 0.9448401366257909, + "TN": 1048034, + "TP": 168739, + "n_pred": 172988, + "n_ref": 174341 + }, + "7": { + "Dice": 0.8533333333333334, + "FN": 99, + "FP": 0, + "IoU": 0.7441860465116279, + "TN": 1226237, + "TP": 288, + "n_pred": 288, + "n_ref": 387 + }, + "8": { + "Dice": 0.9754820639879349, + "FN": 633, + "FP": 1643, + "IoU": 0.9521376148718272, + "TN": 1179071, + "TP": 45277, + "n_pred": 46920, + "n_ref": 45910 + }, + "9": { + "Dice": 0.8126801152737753, + "FN": 116, + "FP": 14, + "IoU": 0.6844660194174758, + "TN": 1226212, + "TP": 282, + "n_pred": 296, + "n_ref": 398 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8523076923076923, + "FN": 152, + "FP": 40, + "IoU": 0.7426273458445041, + "TN": 875414, + "TP": 554, + "n_pred": 594, + "n_ref": 706 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9457792207792208, + "FN": 422, + "FP": 914, + "IoU": 0.8971358176778564, + "TN": 863172, + "TP": 11652, + "n_pred": 12566, + "n_ref": 12074 + }, + "15": { + "Dice": 0.9002831242369932, + "FN": 2301, + "FP": 1538, + "IoU": 0.818649912608059, + "TN": 854991, + "TP": 17330, + "n_pred": 18868, + "n_ref": 19631 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9755611817067664, + "FN": 3850, + "FP": 2212, + "IoU": 0.9522883790484435, + "TN": 749105, + "TP": 120993, + "n_pred": 123205, + "n_ref": 124843 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9300560164069913, + "FN": 1621, + "FP": 664, + "IoU": 0.8692567374263318, + "TN": 858683, + "TP": 15192, + "n_pred": 15856, + "n_ref": 16813 + }, + "7": { + "Dice": 0.9642263827382431, + "FN": 4344, + "FP": 2999, + "IoU": 0.9309238685643867, + "TN": 769857, + "TP": 98960, + "n_pred": 101959, + "n_ref": 103304 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 49, + "IoU": 0.0, + "TN": 1401807, + "TP": 0, + "n_pred": 49, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9445008871496974, + "FN": 6774, + "FP": 4643, + "IoU": 0.8948381629607797, + "TN": 1293290, + "TP": 97149, + "n_pred": 101792, + "n_ref": 103923 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3503, + "IoU": 0.0, + "TN": 1398353, + "TP": 0, + "n_pred": 3503, + "n_ref": 0 + }, + "4": { + "Dice": 0.9065521915951198, + "FN": 739, + "FP": 1329, + "IoU": 0.8290767832052236, + "TN": 1389757, + "TP": 10031, + "n_pred": 11360, + "n_ref": 10770 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9803753913869369, + "FN": 2408, + "FP": 5671, + "IoU": 0.9615062083686713, + "TN": 1191978, + "TP": 201799, + "n_pred": 207470, + "n_ref": 204207 + }, + "7": { + "Dice": 0.9261952534921467, + "FN": 1722, + "FP": 4053, + "IoU": 0.8625360024755421, + "TN": 1359845, + "TP": 36236, + "n_pred": 40289, + "n_ref": 37958 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 1401851, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "10": { + "Dice": 0.7749669364651114, + "FN": 16740, + "FP": 4529, + "IoU": 0.632608996061632, + "TN": 1343964, + "TP": 36623, + "n_pred": 41152, + "n_ref": 53363 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.10107795999912182, + "FN": 39908, + "FP": 1037, + "IoU": 0.0532291257197031, + "TN": 1358609, + "TP": 2302, + "n_pred": 3339, + "n_ref": 42210 + }, + "14": { + "Dice": 0.7763736033811776, + "FN": 9754, + "FP": 934, + "IoU": 0.6344858246981977, + "TN": 1372615, + "TP": 18553, + "n_pred": 19487, + "n_ref": 28307 + }, + "15": { + "Dice": 0.7926309553385441, + "FN": 4641, + "FP": 6210, + "IoU": 0.6564943492988066, + "TN": 1370267, + "TP": 20738, + "n_pred": 26948, + "n_ref": 25379 + }, + "2": { + "Dice": 0.9571750962431966, + "FN": 1392, + "FP": 1834, + "IoU": 0.9178675085289475, + "TN": 1362578, + "TP": 36052, + "n_pred": 37886, + "n_ref": 37444 + }, + "3": { + "Dice": 0.9684022337391025, + "FN": 4726, + "FP": 1566, + "IoU": 0.9387401421477948, + "TN": 1299146, + "TP": 96418, + "n_pred": 97984, + "n_ref": 101144 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 1401841, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9521728910581696, + "FN": 2005, + "FP": 1454, + "IoU": 0.9087118313055871, + "TN": 1363965, + "TP": 34432, + "n_pred": 35886, + "n_ref": 36437 + }, + "7": { + "Dice": 0.8828642132530643, + "FN": 3238, + "FP": 37233, + "IoU": 0.7902926606835659, + "TN": 1208868, + "TP": 152517, + "n_pred": 189750, + "n_ref": 155755 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9854204394153423, + "FN": 2506, + "FP": 1447, + "IoU": 0.971259896904968, + "TN": 2140473, + "TP": 133590, + "n_pred": 135037, + "n_ref": 136096 + }, + "10": { + "Dice": 0.5111337954610199, + "FN": 20719, + "FP": 20467, + "IoU": 0.3433040483441491, + "TN": 2215299, + "TP": 21531, + "n_pred": 41998, + "n_ref": 42250 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 43, + "IoU": 0.0, + "TN": 2277973, + "TP": 0, + "n_pred": 43, + "n_ref": 0 + }, + "13": { + "Dice": 0.12711268784095853, + "FN": 25003, + "FP": 1078, + "IoU": 0.0678699070764832, + "TN": 2250036, + "TP": 1899, + "n_pred": 2977, + "n_ref": 26902 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.4102748467581025, + "FN": 97383, + "FP": 1038, + "IoU": 0.258079106266537, + "TN": 2145359, + "TP": 34236, + "n_pred": 35274, + "n_ref": 131619 + }, + "3": { + "Dice": 0.45066927620312447, + "FN": 1133, + "FP": 93175, + "IoU": 0.2908799711262999, + "TN": 2145023, + "TP": 38685, + "n_pred": 131860, + "n_ref": 39818 + }, + "4": { + "Dice": 0.04391801969656641, + "FN": 28732, + "FP": 4, + "IoU": 0.022452034290379643, + "TN": 2248620, + "TP": 660, + "n_pred": 664, + "n_ref": 29392 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9684210981297302, + "FN": 31906, + "FP": 11930, + "IoU": 0.9387755957144593, + "TN": 1562027, + "TP": 672153, + "n_pred": 684083, + "n_ref": 704059 + }, + "7": { + "Dice": 0.6707401910768945, + "FN": 24311, + "FP": 4087, + "IoU": 0.504596758718141, + "TN": 2220693, + "TP": 28925, + "n_pred": 33012, + "n_ref": 53236 + }, + "8": { + "Dice": 0.9281930238657226, + "FN": 649, + "FP": 720, + "IoU": 0.866007634334932, + "TN": 2267799, + "TP": 8848, + "n_pred": 9568, + "n_ref": 9497 + }, + "9": { + "Dice": 0.7405030987969377, + "FN": 2369, + "FP": 1190, + "IoU": 0.587935625795994, + "TN": 2269379, + "TP": 5078, + "n_pred": 6268, + "n_ref": 7447 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9547863247863247, + "FN": 270, + "FP": 1846, + "IoU": 0.9134843405020852, + "TN": 1026934, + "TP": 22342, + "n_pred": 24188, + "n_ref": 22612 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2545454545454545, + "FN": 3, + "FP": 38, + "IoU": 0.14583333333333334, + "TN": 1051344, + "TP": 7, + "n_pred": 45, + "n_ref": 10 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.92222254360339, + "FN": 1224, + "FP": 1465, + "IoU": 0.855670656432827, + "TN": 1032761, + "TP": 15942, + "n_pred": 17407, + "n_ref": 17166 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9244090305444888, + "FN": 1572, + "FP": 6966, + "IoU": 0.8594429079415251, + "TN": 990648, + "TP": 52206, + "n_pred": 59172, + "n_ref": 53778 + }, + "7": { + "Dice": 0.9843820359068163, + "FN": 8156, + "FP": 4122, + "IoU": 0.9692444114906366, + "TN": 652180, + "TP": 386934, + "n_pred": 391056, + "n_ref": 395090 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8437786514584078, + "FN": 1754, + "FP": 8299, + "IoU": 0.729772592871351, + "TN": 1364654, + "TP": 27149, + "n_pred": 35448, + "n_ref": 28903 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4848601735776278, + "FN": 1701, + "FP": 970, + "IoU": 0.320010183299389, + "TN": 1397928, + "TP": 1257, + "n_pred": 2227, + "n_ref": 2958 + }, + "13": { + "Dice": 0.8288640810219818, + "FN": 2495, + "FP": 479, + "IoU": 0.7077437106918238, + "TN": 1391680, + "TP": 7202, + "n_pred": 7681, + "n_ref": 9697 + }, + "14": { + "Dice": 0.837192474674385, + "FN": 179, + "FP": 3871, + "IoU": 0.7199751088985687, + "TN": 1387393, + "TP": 10413, + "n_pred": 14284, + "n_ref": 10592 + }, + "15": { + "Dice": 0.5007236680411808, + "FN": 10736, + "FP": 7547, + "IoU": 0.3339769043022112, + "TN": 1374405, + "TP": 9168, + "n_pred": 16715, + "n_ref": 19904 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9665317405469445, + "FN": 52, + "FP": 965, + "IoU": 0.9352311807413068, + "TN": 1386154, + "TP": 14685, + "n_pred": 15650, + "n_ref": 14737 + }, + "4": { + "Dice": 0.6352429296591733, + "FN": 1383, + "FP": 126, + "IoU": 0.46546227417640806, + "TN": 1399033, + "TP": 1314, + "n_pred": 1440, + "n_ref": 2697 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.938806851742469, + "FN": 2280, + "FP": 3936, + "IoU": 0.8846710453078036, + "TN": 1347958, + "TP": 47682, + "n_pred": 51618, + "n_ref": 49962 + }, + "7": { + "Dice": 0.9860556076181312, + "FN": 7900, + "FP": 3751, + "IoU": 0.9724947591078207, + "TN": 978264, + "TP": 411941, + "n_pred": 415692, + "n_ref": 419841 + }, + "8": { + "Dice": 0.9525148908007942, + "FN": 424, + "FP": 150, + "IoU": 0.909335018164587, + "TN": 1395525, + "TP": 5757, + "n_pred": 5907, + "n_ref": 6181 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.2105654761904762, + "FN": 22, + "FP": 2100, + "IoU": 0.11767151767151768, + "TN": 698523, + "TP": 283, + "n_pred": 2383, + "n_ref": 305 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1953, + "IoU": 0.0, + "TN": 698975, + "TP": 0, + "n_pred": 1953, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9501210653753026, + "FN": 79, + "FP": 24, + "IoU": 0.9049815498154982, + "TN": 699844, + "TP": 981, + "n_pred": 1005, + "n_ref": 1060 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9207659873506676, + "FN": 1819, + "FP": 887, + "IoU": 0.8531662054370829, + "TN": 682499, + "TP": 15723, + "n_pred": 16610, + "n_ref": 17542 + }, + "7": { + "Dice": 0.9748610326294072, + "FN": 3070, + "FP": 2669, + "IoU": 0.9509550057684912, + "TN": 583913, + "TP": 111276, + "n_pred": 113945, + "n_ref": 114346 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1213, + "IoU": 0.0, + "TN": 1400643, + "TP": 0, + "n_pred": 1213, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 5131, + "IoU": 0.0, + "TN": 1396725, + "TP": 0, + "n_pred": 5131, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.882596599690881, + "FN": 1440, + "FP": 459, + "IoU": 0.7898638928848069, + "TN": 1392819, + "TP": 7138, + "n_pred": 7597, + "n_ref": 8578 + }, + "6": { + "Dice": 0.0042596121511041364, + "FN": 181, + "FP": 8702, + "IoU": 0.0021343518310492026, + "TN": 1392954, + "TP": 19, + "n_pred": 8721, + "n_ref": 200 + }, + "7": { + "Dice": 0.6537414514308478, + "FN": 1134, + "FP": 14511, + "IoU": 0.4855987374235549, + "TN": 1371442, + "TP": 14769, + "n_pred": 29280, + "n_ref": 15903 + }, + "8": { + "Dice": 0.961691535088354, + "FN": 1560, + "FP": 1087, + "IoU": 0.9262098572702944, + "TN": 1365984, + "TP": 33225, + "n_pred": 34312, + "n_ref": 34785 + }, + "9": { + "Dice": 0.9497749774977498, + "FN": 690, + "FP": 147, + "IoU": 0.9043537881384984, + "TN": 1393105, + "TP": 7914, + "n_pred": 8061, + "n_ref": 8604 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0398.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.654258450519765, + "FN": 3927.646666666667, + "FP": 2874.175555555556, + "IoU": 0.5721744971105314, + "TN": 1076275.0044444443, + "TP": 20884.77333333333, + "n_pred": 23758.948888888888, + "n_ref": 24812.42 + }, + "mean": { + "1": { + "Dice": 0.9061728485494549, + "FN": 2643.4, + "FP": 3516.9333333333334, + "IoU": 0.8586180792593407, + "TN": 1033670.5, + "TP": 64130.76666666667, + "n_pred": 67647.7, + "n_ref": 66774.16666666667 + }, + "10": { + "Dice": 0.6796886179247349, + "FN": 2004.0666666666666, + "FP": 2304.5333333333333, + "IoU": 0.5727017292076652, + "TN": 1093143.4, + "TP": 6509.6, + "n_pred": 8814.133333333333, + "n_ref": 8513.666666666666 + }, + "11": { + "Dice": 0.28804866601388657, + "FN": 318.06666666666666, + "FP": 33.333333333333336, + "IoU": 0.20312806035036074, + "TN": 1103488.2666666666, + "TP": 121.93333333333334, + "n_pred": 155.26666666666668, + "n_ref": 440.0 + }, + "12": { + "Dice": 0.3659532609031904, + "FN": 262.8333333333333, + "FP": 221.6, + "IoU": 0.26409203867155717, + "TN": 1103139.7666666666, + "TP": 337.4, + "n_pred": 559.0, + "n_ref": 600.2333333333333 + }, + "13": { + "Dice": 0.5216767226581505, + "FN": 5003.933333333333, + "FP": 1872.9, + "IoU": 0.4020439823042767, + "TN": 1091801.1333333333, + "TP": 5283.633333333333, + "n_pred": 7156.533333333334, + "n_ref": 10287.566666666668 + }, + "14": { + "Dice": 0.7133891207818815, + "FN": 1126.8333333333333, + "FP": 1217.3, + "IoU": 0.6384582791838969, + "TN": 1090341.4333333333, + "TP": 11276.033333333333, + "n_pred": 12493.333333333334, + "n_ref": 12402.866666666667 + }, + "15": { + "Dice": 0.708303067864728, + "FN": 1776.0333333333333, + "FP": 470.03333333333336, + "IoU": 0.6026232114103941, + "TN": 1094289.4333333333, + "TP": 7426.1, + "n_pred": 7896.133333333333, + "n_ref": 9202.133333333333 + }, + "2": { + "Dice": 0.6728072737454055, + "FN": 3659.0, + "FP": 381.6666666666667, + "IoU": 0.623543648012882, + "TN": 1092300.4666666666, + "TP": 7620.466666666666, + "n_pred": 8002.133333333333, + "n_ref": 11279.466666666667 + }, + "3": { + "Dice": 0.7377678534722767, + "FN": 691.4666666666667, + "FP": 2042.2333333333333, + "IoU": 0.6944795733764131, + "TN": 1083397.9, + "TP": 17830.0, + "n_pred": 19872.233333333334, + "n_ref": 18521.466666666667 + }, + "4": { + "Dice": 0.5563934625549068, + "FN": 1544.9333333333334, + "FP": 1618.5666666666666, + "IoU": 0.47995856937266895, + "TN": 1093905.8, + "TP": 6892.3, + "n_pred": 8510.866666666667, + "n_ref": 8437.233333333334 + }, + "5": { + "Dice": 0.5841471503467608, + "FN": 763.9666666666667, + "FP": 208.83333333333334, + "IoU": 0.49612294752083674, + "TN": 1101272.2, + "TP": 1716.6, + "n_pred": 1925.4333333333334, + "n_ref": 2480.5666666666666 + }, + "6": { + "Dice": 0.8773560401565728, + "FN": 24425.666666666668, + "FP": 5430.466666666666, + "IoU": 0.8185442145648731, + "TN": 960112.5333333333, + "TP": 113992.93333333333, + "n_pred": 119423.4, + "n_ref": 138418.6 + }, + "7": { + "Dice": 0.7753998138513098, + "FN": 9667.1, + "FP": 21478.166666666668, + "IoU": 0.6796222083751715, + "TN": 1020716.6333333333, + "TP": 52099.7, + "n_pred": 73577.86666666667, + "n_ref": 61766.8 + }, + "8": { + "Dice": 0.7048318894099108, + "FN": 3374.9, + "FP": 1356.0666666666666, + "IoU": 0.6253066938821548, + "TN": 1087416.3333333333, + "TP": 11814.3, + "n_pred": 13170.366666666667, + "n_ref": 15189.2 + }, + "9": { + "Dice": 0.7219409695633047, + "FN": 1652.5, + "FP": 960.0, + "IoU": 0.6233742211654785, + "TN": 1095129.2666666666, + "TP": 6219.833333333333, + "n_pred": 7179.833333333333, + "n_ref": 7872.333333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9621300603781056, + "FN": 8477, + "FP": 1088, + "IoU": 0.9270237277790494, + "TN": 745090, + "TP": 121505, + "n_pred": 122593, + "n_ref": 129982 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.19090909090909092, + "FN": 178, + "FP": 0, + "IoU": 0.10552763819095477, + "TN": 875961, + "TP": 21, + "n_pred": 21, + "n_ref": 199 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9626552446735944, + "FN": 2923, + "FP": 3154, + "IoU": 0.9279993365086135, + "TN": 791758, + "TP": 78325, + "n_pred": 81479, + "n_ref": 81248 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7953377735490009, + "FN": 2343, + "FP": 1959, + "IoU": 0.6602164126056393, + "TN": 863499, + "TP": 8359, + "n_pred": 10318, + "n_ref": 10702 + }, + "6": { + "Dice": 0.8909754825247783, + "FN": 1910, + "FP": 1016, + "IoU": 0.8033866415804327, + "TN": 861278, + "TP": 11956, + "n_pred": 12972, + "n_ref": 13866 + }, + "7": { + "Dice": 0.9276765375854215, + "FN": 583, + "FP": 687, + "IoU": 0.865108868826341, + "TN": 866745, + "TP": 8145, + "n_pred": 8832, + "n_ref": 8728 + }, + "8": { + "Dice": 0.964831958140471, + "FN": 808, + "FP": 590, + "IoU": 0.9320534629404618, + "TN": 855585, + "TP": 19177, + "n_pred": 19767, + "n_ref": 19985 + }, + "9": { + "Dice": 0.8829007185804371, + "FN": 2201, + "FP": 993, + "IoU": 0.7903511650804069, + "TN": 860925, + "TP": 12041, + "n_pred": 13034, + "n_ref": 14242 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8455684346095305, + "FN": 1482, + "FP": 1156, + "IoU": 0.7324543610547667, + "TN": 691068, + "TP": 7222, + "n_pred": 8378, + "n_ref": 8704 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1139, + "IoU": 0.0, + "TN": 699789, + "TP": 0, + "n_pred": 1139, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9625767479800262, + "FN": 987, + "FP": 2408, + "IoU": 0.9278534543213549, + "TN": 653871, + "TP": 43662, + "n_pred": 46070, + "n_ref": 44649 + }, + "3": { + "Dice": 0.9641223781737897, + "FN": 2670, + "FP": 1880, + "IoU": 0.9307299992387912, + "TN": 635243, + "TP": 61135, + "n_pred": 63015, + "n_ref": 63805 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9003783102143758, + "FN": 577, + "FP": 1398, + "IoU": 0.8188073394495413, + "TN": 690028, + "TP": 8925, + "n_pred": 10323, + "n_ref": 9502 + }, + "7": { + "Dice": 0.7601247493873914, + "FN": 9818, + "FP": 950, + "IoU": 0.6130655072047145, + "TN": 673099, + "TP": 17061, + "n_pred": 18011, + "n_ref": 26879 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6074429771908764, + "FN": 52, + "FP": 275, + "IoU": 0.4362068965517241, + "TN": 700348, + "TP": 253, + "n_pred": 528, + "n_ref": 305 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 10, + "FP": 0, + "IoU": 0.0, + "TN": 1051382, + "TP": 0, + "n_pred": 0, + "n_ref": 10 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8801043279810905, + "FN": 5342, + "FP": 2013, + "IoU": 0.7858806404657933, + "TN": 1017042, + "TP": 26995, + "n_pred": 29008, + "n_ref": 32337 + }, + "15": { + "Dice": 0.9001289503989187, + "FN": 13575, + "FP": 908, + "IoU": 0.8183949843260188, + "TN": 971642, + "TP": 65267, + "n_pred": 66175, + "n_ref": 78842 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9842215469769469, + "FN": 3745, + "FP": 5742, + "IoU": 0.9689332787556283, + "TN": 746017, + "TP": 295888, + "n_pred": 301630, + "n_ref": 299633 + }, + "7": { + "Dice": 0.2782509937535491, + "FN": 212, + "FP": 1059, + "IoU": 0.1616094986807388, + "TN": 1049876, + "TP": 245, + "n_pred": 1304, + "n_ref": 457 + }, + "8": { + "Dice": 0.0, + "FN": 2336, + "FP": 0, + "IoU": 0.0, + "TN": 1049056, + "TP": 0, + "n_pred": 0, + "n_ref": 2336 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7027786077083956, + "FN": 6538, + "FP": 3410, + "IoU": 0.5417568750287899, + "TN": 1204915, + "TP": 11761, + "n_pred": 15171, + "n_ref": 18299 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.38949822955350205, + "FN": 7032, + "FP": 37, + "IoU": 0.24184899184899186, + "TN": 1217300, + "TP": 2255, + "n_pred": 2292, + "n_ref": 9287 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8428788792237246, + "FN": 1678, + "FP": 9268, + "IoU": 0.7284275294000894, + "TN": 1186318, + "TP": 29360, + "n_pred": 38628, + "n_ref": 31038 + }, + "7": { + "Dice": 0.8560605290761548, + "FN": 78057, + "FP": 49424, + "IoU": 0.7483442532014395, + "TN": 720055, + "TP": 379088, + "n_pred": 428512, + "n_ref": 457145 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.010516431924882629, + "FN": 0, + "FP": 5269, + "IoU": 0.00528601094959411, + "TN": 695631, + "TP": 28, + "n_pred": 5297, + "n_ref": 28 + }, + "11": { + "Dice": 0.20854526958290945, + "FN": 1533, + "FP": 23, + "IoU": 0.11641113003975014, + "TN": 699167, + "TP": 205, + "n_pred": 228, + "n_ref": 1738 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4312934240999368, + "FN": 27903, + "FP": 4511, + "IoU": 0.2749356895201879, + "TN": 656223, + "TP": 12291, + "n_pred": 16802, + "n_ref": 40194 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.82, + "FN": 75, + "FP": 51, + "IoU": 0.6949152542372882, + "TN": 700515, + "TP": 287, + "n_pred": 338, + "n_ref": 362 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 13758, + "IoU": 0.0, + "TN": 687170, + "TP": 0, + "n_pred": 13758, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7258219292389854, + "FN": 1681, + "FP": 24605, + "IoU": 0.5696393195697376, + "TN": 639849, + "TP": 34793, + "n_pred": 59398, + "n_ref": 36474 + }, + "7": { + "Dice": 0.5692749616638949, + "FN": 39356, + "FP": 530, + "IoU": 0.3978926393333736, + "TN": 634684, + "TP": 26358, + "n_pred": 26888, + "n_ref": 65714 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.4915395705288717, + "FN": 5321, + "FP": 1380, + "IoU": 0.32585513078470824, + "TN": 690988, + "TP": 3239, + "n_pred": 4619, + "n_ref": 8560 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7696105087454665, + "FN": 6883, + "FP": 41840, + "IoU": 0.6255015295691073, + "TN": 1622218, + "TP": 81379, + "n_pred": 123219, + "n_ref": 88262 + }, + "10": { + "Dice": 0.4741532976827095, + "FN": 261, + "FP": 34, + "IoU": 0.3107476635514019, + "TN": 1751892, + "TP": 133, + "n_pred": 167, + "n_ref": 394 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6650799047942877, + "FN": 715, + "FP": 270, + "IoU": 0.49821701477330615, + "TN": 1750357, + "TP": 978, + "n_pred": 1248, + "n_ref": 1693 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 1752300, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9417924237757931, + "FN": 131, + "FP": 58, + "IoU": 0.889988358556461, + "TN": 1750602, + "TP": 1529, + "n_pred": 1587, + "n_ref": 1660 + }, + "3": { + "Dice": 0.8858397365532382, + "FN": 76, + "FP": 132, + "IoU": 0.7950738916256158, + "TN": 1751305, + "TP": 807, + "n_pred": 939, + "n_ref": 883 + }, + "4": { + "Dice": 0.43080625752105894, + "FN": 552, + "FP": 2759, + "IoU": 0.2745398773006135, + "TN": 1747756, + "TP": 1253, + "n_pred": 4012, + "n_ref": 1805 + }, + "5": { + "Dice": 0.833596214511041, + "FN": 922, + "FP": 344, + "IoU": 0.7146720757268424, + "TN": 1747883, + "TP": 3171, + "n_pred": 3515, + "n_ref": 4093 + }, + "6": { + "Dice": 0.9167259298441526, + "FN": 73900, + "FP": 11112, + "IoU": 0.8462548445494185, + "TN": 1199379, + "TP": 467929, + "n_pred": 479041, + "n_ref": 541829 + }, + "7": { + "Dice": 0.8669701955082832, + "FN": 1497, + "FP": 1980, + "IoU": 0.7651786317282366, + "TN": 1737513, + "TP": 11330, + "n_pred": 13310, + "n_ref": 12827 + }, + "8": { + "Dice": 0.9255443912643824, + "FN": 1427, + "FP": 3271, + "IoU": 0.861407752669774, + "TN": 1718422, + "TP": 29200, + "n_pred": 32471, + "n_ref": 30627 + }, + "9": { + "Dice": 0.5009891949474966, + "FN": 1803, + "FP": 1476, + "IoU": 0.33421319796954313, + "TN": 1747395, + "TP": 1646, + "n_pred": 3122, + "n_ref": 3449 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8571428571428571, + "FN": 1, + "FP": 0, + "IoU": 0.75, + "TN": 700924, + "TP": 3, + "n_pred": 3, + "n_ref": 4 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9690646298901822, + "FN": 1466, + "FP": 1920, + "IoU": 0.9399858206309819, + "TN": 644508, + "TP": 53034, + "n_pred": 54954, + "n_ref": 54500 + }, + "7": { + "Dice": 0.9470533208606174, + "FN": 619, + "FP": 230, + "IoU": 0.8994314143567875, + "TN": 692486, + "TP": 7593, + "n_pred": 7823, + "n_ref": 8212 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9216589861751152, + "FN": 44, + "FP": 7, + "IoU": 0.8547008547008547, + "TN": 700577, + "TP": 300, + "n_pred": 307, + "n_ref": 344 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9210455220856409, + "FN": 267, + "FP": 2071, + "IoU": 0.8536463223787167, + "TN": 684953, + "TP": 13637, + "n_pred": 15708, + "n_ref": 13904 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9843155373877099, + "FN": 4113, + "FP": 334, + "IoU": 0.9691154818457094, + "TN": 1082636, + "TP": 139541, + "n_pred": 139875, + "n_ref": 143654 + }, + "10": { + "Dice": 0.8881852065088937, + "FN": 2560, + "FP": 4820, + "IoU": 0.7988607560437164, + "TN": 1189933, + "TP": 29311, + "n_pred": 34131, + "n_ref": 31871 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8584563271231551, + "FN": 3639, + "FP": 1041, + "IoU": 0.7520135650699449, + "TN": 1207752, + "TP": 14192, + "n_pred": 15233, + "n_ref": 17831 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9107142857142857, + "FN": 87, + "FP": 3, + "IoU": 0.8360655737704918, + "TN": 1226075, + "TP": 459, + "n_pred": 462, + "n_ref": 546 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9891145555816905, + "FN": 4062, + "FP": 2741, + "IoU": 0.978463545046742, + "TN": 910741, + "TP": 309080, + "n_pred": 311821, + "n_ref": 313142 + }, + "7": { + "Dice": 0.9570653672887744, + "FN": 2879, + "FP": 390, + "IoU": 0.9176657263751763, + "TN": 1186920, + "TP": 36435, + "n_pred": 36825, + "n_ref": 39314 + }, + "8": { + "Dice": 0.9117577478116867, + "FN": 351, + "FP": 22, + "IoU": 0.8378260869565217, + "TN": 1224324, + "TP": 1927, + "n_pred": 1949, + "n_ref": 2278 + }, + "9": { + "Dice": 0.937761466006211, + "FN": 2253, + "FP": 172, + "IoU": 0.8828162752488644, + "TN": 1205930, + "TP": 18269, + "n_pred": 18441, + "n_ref": 20522 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9389861896412459, + "FN": 3473, + "FP": 18206, + "IoU": 0.8849896019013667, + "TN": 1038128, + "TP": 166817, + "n_pred": 185023, + "n_ref": 170290 + }, + "10": { + "Dice": 0.6980945166365596, + "FN": 4720, + "FP": 5642, + "IoU": 0.5362098290215738, + "TN": 1204282, + "TP": 11980, + "n_pred": 17622, + "n_ref": 16700 + }, + "11": { + "Dice": 0.6783598009006874, + "FN": 1170, + "FP": 187, + "IoU": 0.513271162123386, + "TN": 1223836, + "TP": 1431, + "n_pred": 1618, + "n_ref": 2601 + }, + "12": { + "Dice": 0.5612676056338028, + "FN": 1959, + "FP": 533, + "IoU": 0.3901125795398923, + "TN": 1222538, + "TP": 1594, + "n_pred": 2127, + "n_ref": 3553 + }, + "13": { + "Dice": 0.7110794949315312, + "FN": 2616, + "FP": 5507, + "IoU": 0.5516860753904741, + "TN": 1208505, + "TP": 9996, + "n_pred": 15503, + "n_ref": 12612 + }, + "14": { + "Dice": 0.9604076494628477, + "FN": 3168, + "FP": 1424, + "IoU": 0.9238310083434239, + "TN": 1166337, + "TP": 55695, + "n_pred": 57119, + "n_ref": 58863 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9050991501416431, + "FN": 163, + "FP": 105, + "IoU": 0.8266494178525227, + "TN": 1225078, + "TP": 1278, + "n_pred": 1383, + "n_ref": 1441 + }, + "3": { + "Dice": 0.95224893856212, + "FN": 1102, + "FP": 3273, + "IoU": 0.9088503687653652, + "TN": 1178626, + "TP": 43623, + "n_pred": 46896, + "n_ref": 44725 + }, + "4": { + "Dice": 0.706321243523316, + "FN": 388, + "FP": 9531, + "IoU": 0.5459788529317526, + "TN": 1204777, + "TP": 11928, + "n_pred": 21459, + "n_ref": 12316 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9636446537076498, + "FN": 3779, + "FP": 4035, + "IoU": 0.929839998563399, + "TN": 1115250, + "TP": 103560, + "n_pred": 107595, + "n_ref": 107339 + }, + "7": { + "Dice": 0.6966246858508273, + "FN": 85294, + "FP": 533, + "IoU": 0.5344774281731546, + "TN": 1042257, + "TP": 98540, + "n_pred": 99073, + "n_ref": 183834 + }, + "8": { + "Dice": 0.9326641572563781, + "FN": 93, + "FP": 873, + "IoU": 0.8738244514106583, + "TN": 1218968, + "TP": 6690, + "n_pred": 7563, + "n_ref": 6783 + }, + "9": { + "Dice": 0.8816264072576238, + "FN": 327, + "FP": 756, + "IoU": 0.7883111806098514, + "TN": 1221508, + "TP": 4033, + "n_pred": 4789, + "n_ref": 4360 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9769437477606593, + "FN": 3008, + "FP": 2140, + "IoU": 0.9549267165146129, + "TN": 1462874, + "TP": 109066, + "n_pred": 111206, + "n_ref": 112074 + }, + "10": { + "Dice": 0.8969812881215755, + "FN": 1027, + "FP": 2959, + "IoU": 0.8132058671915272, + "TN": 1555749, + "TP": 17353, + "n_pred": 20312, + "n_ref": 18380 + }, + "11": { + "Dice": 0.6272835112692764, + "FN": 1521, + "FP": 50, + "IoU": 0.4569650881437954, + "TN": 1574195, + "TP": 1322, + "n_pred": 1372, + "n_ref": 2843 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 561, + "IoU": 0.0, + "TN": 1576527, + "TP": 0, + "n_pred": 561, + "n_ref": 0 + }, + "13": { + "Dice": 0.8188177204773008, + "FN": 2407, + "FP": 235, + "IoU": 0.6932187645146307, + "TN": 1568476, + "TP": 5970, + "n_pred": 6205, + "n_ref": 8377 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9670372728608513, + "FN": 193, + "FP": 480, + "IoU": 0.9361782835467046, + "TN": 1566543, + "TP": 9872, + "n_pred": 10352, + "n_ref": 10065 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8787121520311502, + "FN": 1924, + "FP": 163, + "IoU": 0.7836633150202136, + "TN": 1567441, + "TP": 7560, + "n_pred": 7723, + "n_ref": 9484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9765021552219693, + "FN": 11825, + "FP": 1460, + "IoU": 0.9540832549908754, + "TN": 1287760, + "TP": 276043, + "n_pred": 277503, + "n_ref": 287868 + }, + "7": { + "Dice": 0.6970002325401131, + "FN": 1070, + "FP": 61474, + "IoU": 0.5349196906603212, + "TN": 1442608, + "TP": 71936, + "n_pred": 133410, + "n_ref": 73006 + }, + "8": { + "Dice": 0.5293072824156305, + "FN": 246, + "FP": 19, + "IoU": 0.35990338164251207, + "TN": 1576674, + "TP": 149, + "n_pred": 168, + "n_ref": 395 + }, + "9": { + "Dice": 0.9597328411986994, + "FN": 635, + "FP": 1656, + "IoU": 0.9225830432872639, + "TN": 1547495, + "TP": 27302, + "n_pred": 28958, + "n_ref": 27937 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9434891298028679, + "FN": 30687, + "FP": 14027, + "IoU": 0.8930235896454376, + "TN": 1509572, + "TP": 373266, + "n_pred": 387293, + "n_ref": 403953 + }, + "10": { + "Dice": 0.7, + "FN": 7, + "FP": 125, + "IoU": 0.5384615384615384, + "TN": 1927266, + "TP": 154, + "n_pred": 279, + "n_ref": 161 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9921622382874847, + "FN": 538, + "FP": 1549, + "IoU": 0.9844463821256363, + "TN": 1793371, + "TP": 132094, + "n_pred": 133643, + "n_ref": 132632 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 235, + "IoU": 0.0, + "TN": 1927317, + "TP": 0, + "n_pred": 235, + "n_ref": 0 + }, + "3": { + "Dice": 0.9223712876963651, + "FN": 473, + "FP": 204, + "IoU": 0.855926792934667, + "TN": 1922853, + "TP": 4022, + "n_pred": 4226, + "n_ref": 4495 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.07463670100232372, + "FN": 160, + "FP": 26521, + "IoU": 0.038764996217170444, + "TN": 1899795, + "TP": 1076, + "n_pred": 27597, + "n_ref": 1236 + }, + "7": { + "Dice": 0.8965949446417381, + "FN": 684, + "FP": 306, + "IoU": 0.812570995834911, + "TN": 1922270, + "TP": 4292, + "n_pred": 4598, + "n_ref": 4976 + }, + "8": { + "Dice": 0.0, + "FN": 453, + "FP": 812, + "IoU": 0.0, + "TN": 1926287, + "TP": 0, + "n_pred": 812, + "n_ref": 453 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.988653317844736, + "FN": 1411, + "FP": 650, + "IoU": 0.9775612411540555, + "TN": 609078, + "TP": 89789, + "n_pred": 90439, + "n_ref": 91200 + }, + "10": { + "Dice": 0.8905775075987842, + "FN": 237, + "FP": 123, + "IoU": 0.8027397260273973, + "TN": 699103, + "TP": 1465, + "n_pred": 1588, + "n_ref": 1702 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9748207071497917, + "FN": 712, + "FP": 896, + "IoU": 0.9508782648541316, + "TN": 668193, + "TP": 31127, + "n_pred": 32023, + "n_ref": 31839 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.6373626373626373, + "FN": 33, + "FP": 0, + "IoU": 0.46774193548387094, + "TN": 700866, + "TP": 29, + "n_pred": 29, + "n_ref": 62 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9514390851019747, + "FN": 2687, + "FP": 13954, + "IoU": 0.9073760728479033, + "TN": 871730, + "TP": 163021, + "n_pred": 176975, + "n_ref": 165708 + }, + "10": { + "Dice": 0.7710413694721826, + "FN": 1722, + "FP": 2772, + "IoU": 0.6273940800928612, + "TN": 1039331, + "TP": 7567, + "n_pred": 10339, + "n_ref": 9289 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6779022296660735, + "FN": 1934, + "FP": 1143, + "IoU": 0.5127474267616785, + "TN": 1045077, + "TP": 3238, + "n_pred": 4381, + "n_ref": 5172 + }, + "13": { + "Dice": 0.36791825884698454, + "FN": 5208, + "FP": 10010, + "IoU": 0.22542881864915762, + "TN": 1031745, + "TP": 4429, + "n_pred": 14439, + "n_ref": 9637 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9315870246980659, + "FN": 3452, + "FP": 10902, + "IoU": 0.8719353342136255, + "TN": 939308, + "TP": 97730, + "n_pred": 108632, + "n_ref": 101182 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 33, + "IoU": 0.0, + "TN": 1051359, + "TP": 0, + "n_pred": 33, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.974894051241508, + "FN": 2394, + "FP": 337, + "IoU": 0.9510178459331001, + "TN": 995637, + "TP": 53024, + "n_pred": 53361, + "n_ref": 55418 + }, + "7": { + "Dice": 0.7886096178991718, + "FN": 153, + "FP": 1302, + "IoU": 0.6509954425521708, + "TN": 1047223, + "TP": 2714, + "n_pred": 4016, + "n_ref": 2867 + }, + "8": { + "Dice": 0.7532133676092545, + "FN": 8, + "FP": 184, + "IoU": 0.6041237113402061, + "TN": 1050907, + "TP": 293, + "n_pred": 477, + "n_ref": 301 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8783332172944371, + "FN": 3758, + "FP": 3232, + "IoU": 0.7830607367865677, + "TN": 1194403, + "TP": 25231, + "n_pred": 28463, + "n_ref": 28989 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.80352943541093, + "FN": 2044, + "FP": 7731, + "IoU": 0.6715831205483134, + "TN": 1196860, + "TP": 19989, + "n_pred": 27720, + "n_ref": 22033 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.92645834186564, + "FN": 5166, + "FP": 221, + "IoU": 0.8629924463999593, + "TN": 1187305, + "TP": 33932, + "n_pred": 34153, + "n_ref": 39098 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9553547604608854, + "FN": 5654, + "FP": 1708, + "IoU": 0.9145255482927169, + "TN": 1140493, + "TP": 78769, + "n_pred": 80477, + "n_ref": 84423 + }, + "7": { + "Dice": 0.8888494570232096, + "FN": 4699, + "FP": 1565, + "IoU": 0.7999361226445225, + "TN": 1195314, + "TP": 25046, + "n_pred": 26611, + "n_ref": 29745 + }, + "8": { + "Dice": 0.906929544795593, + "FN": 27, + "FP": 294, + "IoU": 0.8297082228116711, + "TN": 1224739, + "TP": 1564, + "n_pred": 1858, + "n_ref": 1591 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 213, + "IoU": 0.0, + "TN": 1226411, + "TP": 0, + "n_pred": 213, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.987387858453524, + "FN": 4062, + "FP": 1148, + "IoU": 0.9750898867809058, + "TN": 842240, + "TP": 203942, + "n_pred": 205090, + "n_ref": 208004 + }, + "10": { + "Dice": 0.8355146058004398, + "FN": 1255, + "FP": 316, + "IoU": 0.7174968530839777, + "TN": 1045831, + "TP": 3990, + "n_pred": 4306, + "n_ref": 5245 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 305, + "IoU": 0.0, + "TN": 1051087, + "TP": 0, + "n_pred": 305, + "n_ref": 0 + }, + "12": { + "Dice": 0.6774660109921897, + "FN": 1434, + "FP": 796, + "IoU": 0.5122484689413823, + "TN": 1046820, + "TP": 2342, + "n_pred": 3138, + "n_ref": 3776 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2051, + "IoU": 0.0, + "TN": 1049341, + "TP": 0, + "n_pred": 2051, + "n_ref": 0 + }, + "3": { + "Dice": 0.9654890001239271, + "FN": 4212, + "FP": 2193, + "IoU": 0.9332805550057813, + "TN": 955393, + "TP": 89594, + "n_pred": 91787, + "n_ref": 93806 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8899625558642348, + "FN": 573, + "FP": 338, + "IoU": 0.801741022850925, + "TN": 1046797, + "TP": 3684, + "n_pred": 4022, + "n_ref": 4257 + }, + "6": { + "Dice": 0.9270518933263345, + "FN": 3865, + "FP": 1138, + "IoU": 0.8640230478623652, + "TN": 1014599, + "TP": 31790, + "n_pred": 32928, + "n_ref": 35655 + }, + "7": { + "Dice": 0.2532299741602067, + "FN": 567, + "FP": 11, + "IoU": 0.14497041420118342, + "TN": 1050716, + "TP": 98, + "n_pred": 109, + "n_ref": 665 + }, + "8": { + "Dice": 0.9726320531591396, + "FN": 142, + "FP": 344, + "IoU": 0.9467222100416576, + "TN": 1042270, + "TP": 8636, + "n_pred": 8980, + "n_ref": 8778 + }, + "9": { + "Dice": 0.8455495071355009, + "FN": 1253, + "FP": 3996, + "IoU": 0.7324259570780446, + "TN": 1031775, + "TP": 14368, + "n_pred": 18364, + "n_ref": 15621 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2842794759825327, + "FN": 15, + "FP": 3263, + "IoU": 0.16569101552557902, + "TN": 1573159, + "TP": 651, + "n_pred": 3914, + "n_ref": 666 + }, + "10": { + "Dice": 0.6878912538007512, + "FN": 4682, + "FP": 5788, + "IoU": 0.5242639040348964, + "TN": 1555080, + "TP": 11538, + "n_pred": 17326, + "n_ref": 16220 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 1577084, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "12": { + "Dice": 0.4230769230769231, + "FN": 191, + "FP": 1669, + "IoU": 0.2682926829268293, + "TN": 1574546, + "TP": 682, + "n_pred": 2351, + "n_ref": 873 + }, + "13": { + "Dice": 0.7913419913419913, + "FN": 305, + "FP": 659, + "IoU": 0.6547277936962751, + "TN": 1574296, + "TP": 1828, + "n_pred": 2487, + "n_ref": 2133 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9477521263669502, + "FN": 154, + "FP": 18, + "IoU": 0.9006928406466512, + "TN": 1575356, + "TP": 1560, + "n_pred": 1578, + "n_ref": 1714 + }, + "3": { + "Dice": 0.9703941803417357, + "FN": 2084, + "FP": 716, + "IoU": 0.9424909628655932, + "TN": 1528400, + "TP": 45888, + "n_pred": 46604, + "n_ref": 47972 + }, + "4": { + "Dice": 0.0, + "FN": 5055, + "FP": 0, + "IoU": 0.0, + "TN": 1572033, + "TP": 0, + "n_pred": 0, + "n_ref": 5055 + }, + "5": { + "Dice": 0.03961136023916293, + "FN": 2333, + "FP": 237, + "IoU": 0.020205871139916128, + "TN": 1574465, + "TP": 53, + "n_pred": 290, + "n_ref": 2386 + }, + "6": { + "Dice": 0.4891787353358609, + "FN": 557761, + "FP": 2991, + "IoU": 0.3237833268415156, + "TN": 747839, + "TP": 268497, + "n_pred": 271488, + "n_ref": 826258 + }, + "7": { + "Dice": 0.16277694966397924, + "FN": 2605, + "FP": 459085, + "IoU": 0.08859944884438935, + "TN": 1070516, + "TP": 44882, + "n_pred": 503967, + "n_ref": 47487 + }, + "8": { + "Dice": 0.8583916408381433, + "FN": 10654, + "FP": 4606, + "IoU": 0.7519142917526946, + "TN": 1515577, + "TP": 46251, + "n_pred": 50857, + "n_ref": 56905 + }, + "9": { + "Dice": 0.646155847534799, + "FN": 2649, + "FP": 8231, + "IoU": 0.4772749111175171, + "TN": 1556274, + "TP": 9934, + "n_pred": 18165, + "n_ref": 12583 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7966804979253111, + "FN": 49, + "FP": 0, + "IoU": 0.6620689655172414, + "TN": 700783, + "TP": 96, + "n_pred": 96, + "n_ref": 145 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6446601941747573, + "FN": 155, + "FP": 28, + "IoU": 0.47564469914040114, + "TN": 700579, + "TP": 166, + "n_pred": 194, + "n_ref": 321 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7910540742586594, + "FN": 1816, + "FP": 1538, + "IoU": 0.654333711223333, + "TN": 691225, + "TP": 6349, + "n_pred": 7887, + "n_ref": 8165 + }, + "6": { + "Dice": 0.9415773496065919, + "FN": 326, + "FP": 617, + "IoU": 0.889604308124561, + "TN": 692386, + "TP": 7599, + "n_pred": 8216, + "n_ref": 7925 + }, + "7": { + "Dice": 0.9208763764331933, + "FN": 849, + "FP": 1939, + "IoU": 0.8533557752998107, + "TN": 681916, + "TP": 16224, + "n_pred": 18163, + "n_ref": 17073 + }, + "8": { + "Dice": 0.6625179733762118, + "FN": 40686, + "FP": 2970, + "IoU": 0.49534719733663174, + "TN": 614421, + "TP": 42851, + "n_pred": 45821, + "n_ref": 83537 + }, + "9": { + "Dice": 0.882494004796163, + "FN": 156, + "FP": 40, + "IoU": 0.7896995708154506, + "TN": 699996, + "TP": 736, + "n_pred": 776, + "n_ref": 892 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7796208530805687, + "FN": 2989, + "FP": 3335, + "IoU": 0.6388349514563106, + "TN": 858650, + "TP": 11186, + "n_pred": 14521, + "n_ref": 14175 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7177177177177178, + "FN": 174, + "FP": 578, + "IoU": 0.5597189695550351, + "TN": 874452, + "TP": 956, + "n_pred": 1534, + "n_ref": 1130 + }, + "13": { + "Dice": 0.8835807666740527, + "FN": 1751, + "FP": 876, + "IoU": 0.79144172753255, + "TN": 863564, + "TP": 9969, + "n_pred": 10845, + "n_ref": 11720 + }, + "14": { + "Dice": 0.14218786601077535, + "FN": 712, + "FP": 13936, + "IoU": 0.07653511537006683, + "TN": 860298, + "TP": 1214, + "n_pred": 15150, + "n_ref": 1926 + }, + "15": { + "Dice": 0.9053688933604874, + "FN": 22770, + "FP": 556, + "IoU": 0.8270995478467126, + "TN": 741250, + "TP": 111584, + "n_pred": 112140, + "n_ref": 134354 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8576576576576577, + "FN": 35, + "FP": 44, + "IoU": 0.750788643533123, + "TN": 875843, + "TP": 238, + "n_pred": 282, + "n_ref": 273 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8359641835133389, + "FN": 698, + "FP": 1079, + "IoU": 0.7181601903251388, + "TN": 869855, + "TP": 4528, + "n_pred": 5607, + "n_ref": 5226 + }, + "6": { + "Dice": 0.952377498972611, + "FN": 2965, + "FP": 975, + "IoU": 0.9090846159171148, + "TN": 832823, + "TP": 39397, + "n_pred": 40372, + "n_ref": 42362 + }, + "7": { + "Dice": 0.9713673904020048, + "FN": 1525, + "FP": 5856, + "IoU": 0.9443287927471301, + "TN": 743578, + "TP": 125201, + "n_pred": 131057, + "n_ref": 126726 + }, + "8": { + "Dice": 0.9592986850344396, + "FN": 1021, + "FP": 1904, + "IoU": 0.9217809867629362, + "TN": 838765, + "TP": 34470, + "n_pred": 36374, + "n_ref": 35491 + }, + "9": { + "Dice": 0.9542684968195514, + "FN": 212, + "FP": 471, + "IoU": 0.9125368164937893, + "TN": 868351, + "TP": 7126, + "n_pred": 7597, + "n_ref": 7338 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8929380993897122, + "FN": 110, + "FP": 1118, + "IoU": 0.806583713970704, + "TN": 1395507, + "TP": 5121, + "n_pred": 6239, + "n_ref": 5231 + }, + "10": { + "Dice": 0.19114519559193144, + "FN": 8311, + "FP": 4240, + "IoU": 0.10567193957531709, + "TN": 1387822, + "TP": 1483, + "n_pred": 5723, + "n_ref": 9794 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.40016505054672996, + "FN": 23161, + "FP": 5913, + "IoU": 0.25012895904260807, + "TN": 1363084, + "TP": 9698, + "n_pred": 15611, + "n_ref": 32859 + }, + "14": { + "Dice": 0.0, + "FN": 3, + "FP": 168, + "IoU": 0.0, + "TN": 1401685, + "TP": 0, + "n_pred": 168, + "n_ref": 3 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9614230471771075, + "FN": 1464, + "FP": 1030, + "IoU": 0.9257119027761229, + "TN": 1368284, + "TP": 31078, + "n_pred": 32108, + "n_ref": 32542 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 1401834, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "4": { + "Dice": 0.9292700597717805, + "FN": 695, + "FP": 867, + "IoU": 0.8678846316501734, + "TN": 1390033, + "TP": 10261, + "n_pred": 11128, + "n_ref": 10956 + }, + "5": { + "Dice": 0.016771488469601678, + "FN": 2, + "FP": 467, + "IoU": 0.008456659619450317, + "TN": 1401383, + "TP": 4, + "n_pred": 471, + "n_ref": 6 + }, + "6": { + "Dice": 0.9515552497545667, + "FN": 12316, + "FP": 10778, + "IoU": 0.9075874046122264, + "TN": 1151955, + "TP": 226807, + "n_pred": 237585, + "n_ref": 239123 + }, + "7": { + "Dice": 0.9383940031751953, + "FN": 35639, + "FP": 3670, + "IoU": 0.8839381144999853, + "TN": 1063166, + "TP": 299381, + "n_pred": 303051, + "n_ref": 335020 + }, + "8": { + "Dice": 0.42035652673950546, + "FN": 19, + "FP": 1997, + "IoU": 0.2661084819803422, + "TN": 1399109, + "TP": 731, + "n_pred": 2728, + "n_ref": 750 + }, + "9": { + "Dice": 0.15233302836230558, + "FN": 4992, + "FP": 2420, + "IoU": 0.0824461500371379, + "TN": 1393778, + "TP": 666, + "n_pred": 3086, + "n_ref": 5658 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9659947057625738, + "FN": 188, + "FP": 146, + "IoU": 0.9342260732571879, + "TN": 695850, + "TP": 4744, + "n_pred": 4890, + "n_ref": 4932 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 3008, + "IoU": 0.0, + "TN": 697920, + "TP": 0, + "n_pred": 3008, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.723404255319149, + "FN": 12, + "FP": 1, + "IoU": 0.5666666666666667, + "TN": 1051362, + "TP": 17, + "n_pred": 18, + "n_ref": 29 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7602552798421296, + "FN": 402, + "FP": 11018, + "IoU": 0.6132353439225116, + "TN": 1021865, + "TP": 18107, + "n_pred": 29125, + "n_ref": 18509 + }, + "15": { + "Dice": 0.8516333417506485, + "FN": 3115, + "FP": 3348, + "IoU": 0.7416040300655685, + "TN": 1026380, + "TP": 18549, + "n_pred": 21897, + "n_ref": 21664 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6947898390418796, + "FN": 770, + "FP": 7232, + "IoU": 0.5323202805376972, + "TN": 1034282, + "TP": 9108, + "n_pred": 16340, + "n_ref": 9878 + }, + "7": { + "Dice": 0.9785492576263815, + "FN": 2284, + "FP": 3141, + "IoU": 0.9579994580575233, + "TN": 922227, + "TP": 123740, + "n_pred": 126881, + "n_ref": 126024 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9567907307208832, + "FN": 2012, + "FP": 1941, + "IoU": 0.9171608793143192, + "TN": 653209, + "TP": 43766, + "n_pred": 45707, + "n_ref": 45778 + }, + "10": { + "Dice": 0.8688969960412948, + "FN": 3194, + "FP": 1873, + "IoU": 0.7681855613505353, + "TN": 679070, + "TP": 16791, + "n_pred": 18664, + "n_ref": 19985 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3544093178036606, + "FN": 2787, + "FP": 2645, + "IoU": 0.21536905965621841, + "TN": 694005, + "TP": 1491, + "n_pred": 4136, + "n_ref": 4278 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.911823305060625, + "FN": 912, + "FP": 637, + "IoU": 0.8379368068633606, + "TN": 691370, + "TP": 8009, + "n_pred": 8646, + "n_ref": 8921 + }, + "7": { + "Dice": 0.9069363815907595, + "FN": 2549, + "FP": 561, + "IoU": 0.8297196671046868, + "TN": 682664, + "TP": 15154, + "n_pred": 15715, + "n_ref": 17703 + }, + "8": { + "Dice": 0.9321706633447524, + "FN": 1394, + "FP": 784, + "IoU": 0.8729584694353709, + "TN": 683784, + "TP": 14966, + "n_pred": 15750, + "n_ref": 16360 + }, + "9": { + "Dice": 0.930675042104784, + "FN": 490, + "FP": 1033, + "IoU": 0.8703388387536183, + "TN": 689182, + "TP": 10223, + "n_pred": 11256, + "n_ref": 10713 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9848285478752966, + "FN": 7012, + "FP": 3607, + "IoU": 0.9701105619293169, + "TN": 2448436, + "TP": 344657, + "n_pred": 348264, + "n_ref": 351669 + }, + "10": { + "Dice": 0.9061590497915519, + "FN": 713, + "FP": 2866, + "IoU": 0.8284193873148281, + "TN": 2782853, + "TP": 17280, + "n_pred": 20146, + "n_ref": 17993 + }, + "11": { + "Dice": 0.0, + "FN": 4361, + "FP": 0, + "IoU": 0.0, + "TN": 2799351, + "TP": 0, + "n_pred": 0, + "n_ref": 4361 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 192, + "IoU": 0.0, + "TN": 2803520, + "TP": 0, + "n_pred": 192, + "n_ref": 0 + }, + "13": { + "Dice": 0.5931386099081667, + "FN": 38379, + "FP": 1362, + "IoU": 0.42160415666069945, + "TN": 2735003, + "TP": 28968, + "n_pred": 30330, + "n_ref": 67347 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.07202216066481995, + "FN": 320, + "FP": 15, + "IoU": 0.03735632183908046, + "TN": 2803364, + "TP": 13, + "n_pred": 28, + "n_ref": 333 + }, + "3": { + "Dice": 0.9573403942335981, + "FN": 664, + "FP": 1366, + "IoU": 0.9181715575620768, + "TN": 2778904, + "TP": 22778, + "n_pred": 24144, + "n_ref": 23442 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 728, + "IoU": 0.0, + "TN": 2802984, + "TP": 0, + "n_pred": 728, + "n_ref": 0 + }, + "5": { + "Dice": 0.8535564853556485, + "FN": 8401, + "FP": 279, + "IoU": 0.7445255474452555, + "TN": 2769736, + "TP": 25296, + "n_pred": 25575, + "n_ref": 33697 + }, + "6": { + "Dice": 0.950404633069775, + "FN": 23364, + "FP": 11850, + "IoU": 0.9054962159841125, + "TN": 2431092, + "TP": 337406, + "n_pred": 349256, + "n_ref": 360770 + }, + "7": { + "Dice": 0.8992254108150004, + "FN": 4154, + "FP": 16519, + "IoU": 0.8169024064052716, + "TN": 2690805, + "TP": 92234, + "n_pred": 108753, + "n_ref": 96388 + }, + "8": { + "Dice": 0.9689950586845949, + "FN": 1569, + "FP": 1424, + "IoU": 0.9398549122842272, + "TN": 2753949, + "TP": 46770, + "n_pred": 48194, + "n_ref": 48339 + }, + "9": { + "Dice": 0.8291876424142864, + "FN": 15711, + "FP": 406, + "IoU": 0.7082156564559345, + "TN": 2748476, + "TP": 39119, + "n_pred": 39525, + "n_ref": 54830 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9634929190963885, + "FN": 499, + "FP": 246, + "IoU": 0.9295574886535553, + "TN": 1040816, + "TP": 9831, + "n_pred": 10077, + "n_ref": 10330 + }, + "10": { + "Dice": 0.7791141097095923, + "FN": 62, + "FP": 3703, + "IoU": 0.6381547333012975, + "TN": 1040987, + "TP": 6640, + "n_pred": 10343, + "n_ref": 6702 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 293, + "IoU": 0.0, + "TN": 1051099, + "TP": 0, + "n_pred": 293, + "n_ref": 0 + }, + "13": { + "Dice": 0.7327038723093351, + "FN": 9084, + "FP": 428, + "IoU": 0.5781631114461838, + "TN": 1028843, + "TP": 13037, + "n_pred": 13465, + "n_ref": 22121 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.09796868935179195, + "FN": 104574, + "FP": 3, + "IoU": 0.051507400957771, + "TN": 941136, + "TP": 5679, + "n_pred": 5682, + "n_ref": 110253 + }, + "3": { + "Dice": 0.26680111762357933, + "FN": 904, + "FP": 33997, + "IoU": 0.15393566216576568, + "TN": 1010141, + "TP": 6350, + "n_pred": 40347, + "n_ref": 7254 + }, + "4": { + "Dice": 0.4956821406851814, + "FN": 1953, + "FP": 10486, + "IoU": 0.32950625269512723, + "TN": 1032840, + "TP": 6113, + "n_pred": 16599, + "n_ref": 8066 + }, + "5": { + "Dice": 0.009497964721845319, + "FN": 5830, + "FP": 10, + "IoU": 0.004771642808452625, + "TN": 1045524, + "TP": 28, + "n_pred": 38, + "n_ref": 5858 + }, + "6": { + "Dice": 0.9786967899798653, + "FN": 915, + "FP": 2968, + "IoU": 0.9582823008659404, + "TN": 958314, + "TP": 89195, + "n_pred": 92163, + "n_ref": 90110 + }, + "7": { + "Dice": 0.8576304078696423, + "FN": 5720, + "FP": 2790, + "IoU": 0.7507468806748286, + "TN": 1017250, + "TP": 25632, + "n_pred": 28422, + "n_ref": 31352 + }, + "8": { + "Dice": 0.7848483230079043, + "FN": 31099, + "FP": 17243, + "IoU": 0.6458850675749918, + "TN": 914877, + "TP": 88173, + "n_pred": 105416, + "n_ref": 119272 + }, + "9": { + "Dice": 0.9551428571428572, + "FN": 1273, + "FP": 297, + "IoU": 0.9141372709871479, + "TN": 1033107, + "TP": 16715, + "n_pred": 17012, + "n_ref": 17988 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9460232755221051, + "FN": 4603, + "FP": 1830, + "IoU": 0.8975751110545003, + "TN": 462889, + "TP": 56374, + "n_pred": 58204, + "n_ref": 60977 + }, + "15": { + "Dice": 0.12214374740340674, + "FN": 72, + "FP": 2041, + "IoU": 0.06504424778761062, + "TN": 523436, + "TP": 147, + "n_pred": 2188, + "n_ref": 219 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8238535269471389, + "FN": 312, + "FP": 2757, + "IoU": 0.7004684755026351, + "TN": 865914, + "TP": 7177, + "n_pred": 9934, + "n_ref": 7489 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.700459041830995, + "FN": 4298, + "FP": 335, + "IoU": 0.5390049751243781, + "TN": 866110, + "TP": 5417, + "n_pred": 5752, + "n_ref": 9715 + }, + "14": { + "Dice": 0.8283356907119284, + "FN": 4891, + "FP": 2391, + "IoU": 0.7069735624320953, + "TN": 851309, + "TP": 17569, + "n_pred": 19960, + "n_ref": 22460 + }, + "15": { + "Dice": 0.7143983903420523, + "FN": 13674, + "FP": 4069, + "IoU": 0.5556918916211749, + "TN": 836226, + "TP": 22191, + "n_pred": 26260, + "n_ref": 35865 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 876140, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "4": { + "Dice": 0.706199460916442, + "FN": 855, + "FP": 2742, + "IoU": 0.5458333333333333, + "TN": 868240, + "TP": 4323, + "n_pred": 7065, + "n_ref": 5178 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9671867460189802, + "FN": 1380, + "FP": 6372, + "IoU": 0.936458495561439, + "TN": 754161, + "TP": 114247, + "n_pred": 120619, + "n_ref": 115627 + }, + "7": { + "Dice": 0.9586137346546942, + "FN": 2134, + "FP": 6402, + "IoU": 0.9205169748775537, + "TN": 768766, + "TP": 98858, + "n_pred": 105260, + "n_ref": 100992 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9601838707496789, + "FN": 1087, + "FP": 91, + "IoU": 0.9234169808867507, + "TN": 685546, + "TP": 14204, + "n_pred": 14295, + "n_ref": 15291 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 175, + "FP": 0, + "IoU": 0.0, + "TN": 700753, + "TP": 0, + "n_pred": 0, + "n_ref": 175 + }, + "14": { + "Dice": 0.7033693579148125, + "FN": 13879, + "FP": 119, + "IoU": 0.5424593057462247, + "TN": 670334, + "TP": 16596, + "n_pred": 16715, + "n_ref": 30475 + }, + "15": { + "Dice": 0.7561450839328537, + "FN": 75, + "FP": 3179, + "IoU": 0.6079045668152789, + "TN": 692629, + "TP": 5045, + "n_pred": 8224, + "n_ref": 5120 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9632845447779708, + "FN": 1595, + "FP": 1069, + "IoU": 0.9291696578128739, + "TN": 663317, + "TP": 34947, + "n_pred": 36016, + "n_ref": 36542 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.975574227167947, + "FN": 1974, + "FP": 1279, + "IoU": 0.9523132402955319, + "TN": 632712, + "TP": 64963, + "n_pred": 66242, + "n_ref": 66937 + }, + "7": { + "Dice": 0.9535326391221588, + "FN": 193, + "FP": 222, + "IoU": 0.9111919537770169, + "TN": 696255, + "TP": 4258, + "n_pred": 4480, + "n_ref": 4451 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9532964978604961, + "FN": 3766, + "FP": 1855, + "IoU": 0.910760779831079, + "TN": 988404, + "TP": 57367, + "n_pred": 59222, + "n_ref": 61133 + }, + "10": { + "Dice": 0.028142031379025597, + "FN": 14794, + "FP": 14629, + "IoU": 0.014271834902341787, + "TN": 1021543, + "TP": 426, + "n_pred": 15055, + "n_ref": 15220 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.19931271477663232, + "FN": 1145, + "FP": 20, + "IoU": 0.11068702290076336, + "TN": 1050082, + "TP": 145, + "n_pred": 165, + "n_ref": 1290 + }, + "13": { + "Dice": 0.3574924646738379, + "FN": 10936, + "FP": 12299, + "IoU": 0.21765042594026734, + "TN": 1021693, + "TP": 6464, + "n_pred": 18763, + "n_ref": 17400 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9647311357786678, + "FN": 1249, + "FP": 2300, + "IoU": 0.9318653048686838, + "TN": 999304, + "TP": 48539, + "n_pred": 50839, + "n_ref": 49788 + }, + "4": { + "Dice": 0.7925989672977625, + "FN": 25711, + "FP": 5619, + "IoU": 0.6564504632929437, + "TN": 960197, + "TP": 59865, + "n_pred": 65484, + "n_ref": 85576 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9350233547509923, + "FN": 5582, + "FP": 9233, + "IoU": 0.8779754550695988, + "TN": 929982, + "TP": 106595, + "n_pred": 115828, + "n_ref": 112177 + }, + "7": { + "Dice": 0.5333934170750484, + "FN": 2994, + "FP": 21857, + "IoU": 0.36369222890795033, + "TN": 1012337, + "TP": 14204, + "n_pred": 36061, + "n_ref": 17198 + }, + "8": { + "Dice": 0.7269905694162588, + "FN": 8886, + "FP": 262, + "IoU": 0.5710802700675168, + "TN": 1030064, + "TP": 12180, + "n_pred": 12442, + "n_ref": 21066 + }, + "9": { + "Dice": 0.8171848793704038, + "FN": 50, + "FP": 1367, + "IoU": 0.6908813263525305, + "TN": 1046808, + "TP": 3167, + "n_pred": 4534, + "n_ref": 3217 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8939042089985486, + "FN": 1383, + "FP": 79, + "IoU": 0.8081616585749901, + "TN": 1394235, + "TP": 6159, + "n_pred": 6238, + "n_ref": 7542 + }, + "11": { + "Dice": 0.5021520803443329, + "FN": 957, + "FP": 431, + "IoU": 0.33524904214559387, + "TN": 1399768, + "TP": 700, + "n_pred": 1131, + "n_ref": 1657 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 565, + "IoU": 0.0, + "TN": 1401291, + "TP": 0, + "n_pred": 565, + "n_ref": 0 + }, + "13": { + "Dice": 0.7179737249727497, + "FN": 8393, + "FP": 1439, + "IoU": 0.5600304291403768, + "TN": 1379509, + "TP": 12515, + "n_pred": 13954, + "n_ref": 20908 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9757730712595513, + "FN": 1621, + "FP": 4993, + "IoU": 0.9526922636758983, + "TN": 1262048, + "TP": 133194, + "n_pred": 138187, + "n_ref": 134815 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 1401834, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "4": { + "Dice": 0.9601753073783936, + "FN": 2454, + "FP": 581, + "IoU": 0.9234011407803745, + "TN": 1362234, + "TP": 36587, + "n_pred": 37168, + "n_ref": 39041 + }, + "5": { + "Dice": 0.7761194029850746, + "FN": 1, + "FP": 14, + "IoU": 0.6341463414634146, + "TN": 1401815, + "TP": 26, + "n_pred": 40, + "n_ref": 27 + }, + "6": { + "Dice": 0.9718038368556886, + "FN": 7809, + "FP": 14981, + "IoU": 0.9451541171714061, + "TN": 986328, + "TP": 392738, + "n_pred": 407719, + "n_ref": 400547 + }, + "7": { + "Dice": 0.8337508009553213, + "FN": 3846, + "FP": 1862, + "IoU": 0.7148993556765396, + "TN": 1381835, + "TP": 14313, + "n_pred": 16175, + "n_ref": 18159 + }, + "8": { + "Dice": 0.8861878453038674, + "FN": 28, + "FP": 75, + "IoU": 0.7956349206349206, + "TN": 1401352, + "TP": 401, + "n_pred": 476, + "n_ref": 429 + }, + "9": { + "Dice": 0.7199529707486165, + "FN": 10197, + "FP": 3618, + "IoU": 0.5624425933550818, + "TN": 1370283, + "TP": 17758, + "n_pred": 21376, + "n_ref": 27955 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.6188904027297347, + "FN": 2488.297777777778, + "FP": 1482.5800000000002, + "IoU": 0.5392182452082589, + "TN": 996831.8, + "TP": 15542.922222222222, + "n_pred": 17025.50222222222, + "n_ref": 18031.219999999994 + }, + "mean": { + "1": { + "Dice": 0.8327306028025661, + "FN": 1666.5333333333333, + "FP": 1715.1666666666667, + "IoU": 0.7842456158356753, + "TN": 982722.8666666667, + "TP": 30241.033333333333, + "n_pred": 31956.2, + "n_ref": 31907.566666666666 + }, + "10": { + "Dice": 0.6374935378449708, + "FN": 6065.466666666666, + "FP": 878.3, + "IoU": 0.5254423313216425, + "TN": 1003748.3666666667, + "TP": 5653.466666666666, + "n_pred": 6531.766666666666, + "n_ref": 11718.933333333332 + }, + "11": { + "Dice": 0.34488028338617704, + "FN": 106.46666666666667, + "FP": 138.56666666666666, + "IoU": 0.24725175849719924, + "TN": 1015943.6, + "TP": 156.96666666666667, + "n_pred": 295.53333333333336, + "n_ref": 263.43333333333334 + }, + "12": { + "Dice": 0.48897963799646, + "FN": 120.4, + "FP": 98.0, + "IoU": 0.3890681901557535, + "TN": 1015816.4333333333, + "TP": 310.76666666666665, + "n_pred": 408.76666666666665, + "n_ref": 431.1666666666667 + }, + "13": { + "Dice": 0.503347908017825, + "FN": 2085.4333333333334, + "FP": 2130.233333333333, + "IoU": 0.3891005363105111, + "TN": 1007814.1666666666, + "TP": 4315.766666666666, + "n_pred": 6446.0, + "n_ref": 6401.2 + }, + "14": { + "Dice": 0.42637304638752843, + "FN": 2456.6, + "FP": 978.4666666666667, + "IoU": 0.36318410055311695, + "TN": 999508.2, + "TP": 13402.333333333334, + "n_pred": 14380.8, + "n_ref": 15858.933333333332 + }, + "15": { + "Dice": 0.5210666037675629, + "FN": 3034.6666666666665, + "FP": 2016.0333333333333, + "IoU": 0.43280848118009413, + "TN": 1002903.2666666667, + "TP": 8391.633333333333, + "n_pred": 10407.666666666666, + "n_ref": 11426.3 + }, + "2": { + "Dice": 0.5787955521171444, + "FN": 3659.9, + "FP": 569.3, + "IoU": 0.5308600743538527, + "TN": 1005941.6666666666, + "TP": 6174.733333333334, + "n_pred": 6744.033333333334, + "n_ref": 9834.633333333333 + }, + "3": { + "Dice": 0.7531183523522719, + "FN": 4796.733333333334, + "FP": 1082.2333333333333, + "IoU": 0.7047642672247756, + "TN": 992250.0, + "TP": 18216.633333333335, + "n_pred": 19298.866666666665, + "n_ref": 23013.366666666665 + }, + "4": { + "Dice": 0.610920546297497, + "FN": 328.6333333333333, + "FP": 1242.7333333333333, + "IoU": 0.5243439029350603, + "TN": 1011361.4666666667, + "TP": 3412.766666666667, + "n_pred": 4655.5, + "n_ref": 3741.4 + }, + "5": { + "Dice": 0.4708577037831348, + "FN": 83.1, + "FP": 11.133333333333333, + "IoU": 0.37982010670940647, + "TN": 1016189.2333333333, + "TP": 62.13333333333333, + "n_pred": 73.26666666666667, + "n_ref": 145.23333333333332 + }, + "6": { + "Dice": 0.844217463675814, + "FN": 5311.666666666667, + "FP": 2250.4333333333334, + "IoU": 0.7779606082514626, + "TN": 950756.3666666667, + "TP": 58027.13333333333, + "n_pred": 60277.566666666666, + "n_ref": 63338.8 + }, + "7": { + "Dice": 0.746074386006509, + "FN": 6712.766666666666, + "FP": 8524.8, + "IoU": 0.6749698600853792, + "TN": 923495.5666666667, + "TP": 77612.46666666666, + "n_pred": 86137.26666666666, + "n_ref": 84325.23333333334 + }, + "8": { + "Dice": 0.8210009251359881, + "FN": 613.2333333333333, + "FP": 121.06666666666666, + "IoU": 0.7345550887635942, + "TN": 1011532.7333333333, + "TP": 4078.5666666666666, + "n_pred": 4199.633333333333, + "n_ref": 4691.8 + }, + "9": { + "Dice": 0.7034994913745728, + "FN": 282.8666666666667, + "FP": 482.23333333333335, + "IoU": 0.6298987559463605, + "TN": 1012493.0666666667, + "TP": 3087.4333333333334, + "n_pred": 3569.6666666666665, + "n_ref": 3370.3 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6515380736258195, + "FN": 690, + "FP": 1, + "IoU": 0.4831712789827973, + "TN": 1400519, + "TP": 646, + "n_pred": 647, + "n_ref": 1336 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.24789915966386555, + "FN": 354, + "FP": 4, + "IoU": 0.14148681055155876, + "TN": 1401439, + "TP": 59, + "n_pred": 63, + "n_ref": 413 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7888015717092338, + "FN": 1272, + "FP": 448, + "IoU": 0.6512570965125709, + "TN": 1396924, + "TP": 3212, + "n_pred": 3660, + "n_ref": 4484 + }, + "5": { + "Dice": 0.8655616942909761, + "FN": 62, + "FP": 11, + "IoU": 0.762987012987013, + "TN": 1401548, + "TP": 235, + "n_pred": 246, + "n_ref": 297 + }, + "6": { + "Dice": 0.9741487398391164, + "FN": 3135, + "FP": 2370, + "IoU": 0.9496003735340163, + "TN": 1292629, + "TP": 103722, + "n_pred": 106092, + "n_ref": 106857 + }, + "7": { + "Dice": 0.968049543850303, + "FN": 10563, + "FP": 6230, + "IoU": 0.9380775385886119, + "TN": 1130662, + "TP": 254401, + "n_pred": 260631, + "n_ref": 264964 + }, + "8": { + "Dice": 0.7406380647901809, + "FN": 10761, + "FP": 840, + "IoU": 0.5881058050772235, + "TN": 1373691, + "TP": 16564, + "n_pred": 17404, + "n_ref": 27325 + }, + "9": { + "Dice": 0.7941030216164039, + "FN": 1742, + "FP": 5297, + "IoU": 0.6585164701887158, + "TN": 1381243, + "TP": 13574, + "n_pred": 18871, + "n_ref": 15316 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9512082499615206, + "FN": 648, + "FP": 303, + "IoU": 0.9069562665101262, + "TN": 865939, + "TP": 9270, + "n_pred": 9573, + "n_ref": 9918 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9795123197547227, + "FN": 2306, + "FP": 1543, + "IoU": 0.959847275686164, + "TN": 780301, + "TP": 92010, + "n_pred": 93553, + "n_ref": 94316 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.943000550603669, + "FN": 5954, + "FP": 1189, + "IoU": 0.8921485731541597, + "TN": 985162, + "TP": 59087, + "n_pred": 60276, + "n_ref": 65041 + }, + "10": { + "Dice": 0.0011332728921124207, + "FN": 8814, + "FP": 0, + "IoU": 0.0005669577049552103, + "TN": 1042573, + "TP": 5, + "n_pred": 5, + "n_ref": 8819 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.35009484508635896, + "FN": 2710, + "FP": 16819, + "IoU": 0.21219089112106176, + "TN": 1026603, + "TP": 5260, + "n_pred": 22079, + "n_ref": 7970 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.924483576024382, + "FN": 193, + "FP": 253, + "IoU": 0.8595717884130982, + "TN": 1048216, + "TP": 2730, + "n_pred": 2983, + "n_ref": 2923 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9386210301135429, + "FN": 2085, + "FP": 3137, + "IoU": 0.8843410852713178, + "TN": 1006242, + "TP": 39928, + "n_pred": 43065, + "n_ref": 42013 + }, + "7": { + "Dice": 0.35540995218700194, + "FN": 7514, + "FP": 7046, + "IoU": 0.21610853881770217, + "TN": 1032818, + "TP": 4014, + "n_pred": 11060, + "n_ref": 11528 + }, + "8": { + "Dice": 0.9450291056117913, + "FN": 1342, + "FP": 575, + "IoU": 0.8957868986137537, + "TN": 1032997, + "TP": 16478, + "n_pred": 17053, + "n_ref": 17820 + }, + "9": { + "Dice": 0.17882352941176471, + "FN": 146, + "FP": 203, + "IoU": 0.09819121447028424, + "TN": 1051005, + "TP": 38, + "n_pred": 241, + "n_ref": 184 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 83, + "IoU": 0.0, + "TN": 700845, + "TP": 0, + "n_pred": 83, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.5734929810074318, + "FN": 665, + "FP": 1401, + "IoU": 0.4020260492040521, + "TN": 697473, + "TP": 1389, + "n_pred": 2790, + "n_ref": 2054 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 700923, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9489733185786303, + "FN": 72, + "FP": 343, + "IoU": 0.9029012634534394, + "TN": 696654, + "TP": 3859, + "n_pred": 4202, + "n_ref": 3931 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.960324537358125, + "FN": 12500, + "FP": 1916, + "IoU": 0.9236772164631887, + "TN": 512046, + "TP": 174466, + "n_pred": 176382, + "n_ref": 186966 + }, + "7": { + "Dice": 0.8919038206904493, + "FN": 5500, + "FP": 133, + "IoU": 0.8048974785259074, + "TN": 672056, + "TP": 23239, + "n_pred": 23372, + "n_ref": 28739 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8549241450244279, + "FN": 1416, + "FP": 1405, + "IoU": 0.7466091799155663, + "TN": 689795, + "TP": 8312, + "n_pred": 9717, + "n_ref": 9728 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7632782817709545, + "FN": 1885, + "FP": 1168, + "IoU": 0.6171786833855799, + "TN": 1218649, + "TP": 4922, + "n_pred": 6090, + "n_ref": 6807 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2345465049104564, + "FN": 3815, + "FP": 160, + "IoU": 0.13285340314136126, + "TN": 1222040, + "TP": 609, + "n_pred": 769, + "n_ref": 4424 + }, + "14": { + "Dice": 0.0, + "FN": 66, + "FP": 1219, + "IoU": 0.0, + "TN": 1225339, + "TP": 0, + "n_pred": 1219, + "n_ref": 66 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 31443, + "IoU": 0.0, + "TN": 1195181, + "TP": 0, + "n_pred": 31443, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8681408681408681, + "FN": 624, + "FP": 20, + "IoU": 0.7670043415340086, + "TN": 1223860, + "TP": 2120, + "n_pred": 2140, + "n_ref": 2744 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.08280467445742905, + "FN": 27, + "FP": 2720, + "IoU": 0.04319052594914664, + "TN": 1223753, + "TP": 124, + "n_pred": 2844, + "n_ref": 151 + }, + "7": { + "Dice": 0.16712143725516682, + "FN": 5447, + "FP": 87040, + "IoU": 0.09117976534402453, + "TN": 1124858, + "TP": 9279, + "n_pred": 96319, + "n_ref": 14726 + }, + "8": { + "Dice": 0.7875, + "FN": 67, + "FP": 35, + "IoU": 0.6494845360824743, + "TN": 1226333, + "TP": 189, + "n_pred": 224, + "n_ref": 256 + }, + "9": { + "Dice": 0.933201189296333, + "FN": 175, + "FP": 499, + "IoU": 0.8747677443329617, + "TN": 1221242, + "TP": 4708, + "n_pred": 5207, + "n_ref": 4883 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9484611235037689, + "FN": 698, + "FP": 2837, + "IoU": 0.9019743774610394, + "TN": 489634, + "TP": 32527, + "n_pred": 35364, + "n_ref": 33225 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7307314030752993, + "FN": 11219, + "FP": 6, + "IoU": 0.5757106138494104, + "TN": 499240, + "TP": 15231, + "n_pred": 15237, + "n_ref": 26450 + }, + "15": { + "Dice": 0.8477354369370182, + "FN": 5733, + "FP": 2702, + "IoU": 0.7357124953001629, + "TN": 493780, + "TP": 23481, + "n_pred": 26183, + "n_ref": 29214 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9555974784889338, + "FN": 88, + "FP": 877, + "IoU": 0.9149704819807912, + "TN": 514347, + "TP": 10384, + "n_pred": 11261, + "n_ref": 10472 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9321555779719874, + "FN": 25567, + "FP": 20033, + "IoU": 0.8729320102657561, + "TN": 1042993, + "TP": 313263, + "n_pred": 333296, + "n_ref": 338830 + }, + "10": { + "Dice": 0.6908502024291499, + "FN": 1510, + "FP": 399, + "IoU": 0.5277090549233053, + "TN": 1397814, + "TP": 2133, + "n_pred": 2532, + "n_ref": 3643 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9377913518726892, + "FN": 334, + "FP": 1214, + "IoU": 0.8828692493946732, + "TN": 1388640, + "TP": 11668, + "n_pred": 12882, + "n_ref": 12002 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.27297036526533425, + "FN": 10574, + "FP": 15799, + "IoU": 0.15805771932064872, + "TN": 1370532, + "TP": 4951, + "n_pred": 20750, + "n_ref": 15525 + }, + "7": { + "Dice": 0.8162730980313176, + "FN": 172, + "FP": 3477, + "IoU": 0.6895789025946406, + "TN": 1390101, + "TP": 8106, + "n_pred": 11583, + "n_ref": 8278 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.813076043586812, + "FN": 2403, + "FP": 5608, + "IoU": 0.6850279153888496, + "TN": 850726, + "TP": 17423, + "n_pred": 23031, + "n_ref": 19826 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 40, + "FP": 0, + "IoU": 0.0, + "TN": 876120, + "TP": 0, + "n_pred": 0, + "n_ref": 40 + }, + "13": { + "Dice": 0.7605263157894737, + "FN": 195, + "FP": 897, + "IoU": 0.613588110403397, + "TN": 873334, + "TP": 1734, + "n_pred": 2631, + "n_ref": 1929 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.91393193558189, + "FN": 1316, + "FP": 950, + "IoU": 0.8415052108834021, + "TN": 861863, + "TP": 12031, + "n_pred": 12981, + "n_ref": 13347 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 56, + "IoU": 0.0, + "TN": 876104, + "TP": 0, + "n_pred": 56, + "n_ref": 0 + }, + "6": { + "Dice": 0.9761151312236742, + "FN": 3969, + "FP": 4877, + "IoU": 0.9533446200745769, + "TN": 686557, + "TP": 180757, + "n_pred": 185634, + "n_ref": 184726 + }, + "7": { + "Dice": 0.9188656989949602, + "FN": 5407, + "FP": 2916, + "IoU": 0.8499089318882658, + "TN": 820707, + "TP": 47130, + "n_pred": 50046, + "n_ref": 52537 + }, + "8": { + "Dice": 0.41025641025641024, + "FN": 161, + "FP": 0, + "IoU": 0.25806451612903225, + "TN": 875943, + "TP": 56, + "n_pred": 56, + "n_ref": 217 + }, + "9": { + "Dice": 0.0, + "FN": 4, + "FP": 0, + "IoU": 0.0, + "TN": 876156, + "TP": 0, + "n_pred": 0, + "n_ref": 4 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9785949675074687, + "FN": 669, + "FP": 26, + "IoU": 0.9580870823784827, + "TN": 684346, + "TP": 15887, + "n_pred": 15913, + "n_ref": 16556 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.784, + "FN": 10, + "FP": 17, + "IoU": 0.6447368421052632, + "TN": 700852, + "TP": 49, + "n_pred": 66, + "n_ref": 59 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9737308724441457, + "FN": 2456, + "FP": 2507, + "IoU": 0.9488065521011697, + "TN": 603982, + "TP": 91983, + "n_pred": 94490, + "n_ref": 94439 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9419490620228026, + "FN": 1172, + "FP": 6165, + "IoU": 0.8902681602680107, + "TN": 984529, + "TP": 59526, + "n_pred": 65691, + "n_ref": 60698 + }, + "10": { + "Dice": 0.6884708761818289, + "FN": 14519, + "FP": 1264, + "IoU": 0.5249375432682178, + "TN": 1018169, + "TP": 17440, + "n_pred": 18704, + "n_ref": 31959 + }, + "11": { + "Dice": 0.1980495123780945, + "FN": 728, + "FP": 341, + "IoU": 0.10990840965861781, + "TN": 1050191, + "TP": 132, + "n_pred": 473, + "n_ref": 860 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.544536720403843, + "FN": 5643, + "FP": 19530, + "IoU": 0.37413291564108303, + "TN": 1011171, + "TP": 15048, + "n_pred": 34578, + "n_ref": 20691 + }, + "14": { + "Dice": 0.7947496805668487, + "FN": 4037, + "FP": 3031, + "IoU": 0.6594063222821896, + "TN": 1030640, + "TP": 13684, + "n_pred": 16715, + "n_ref": 17721 + }, + "15": { + "Dice": 0.8660188457008245, + "FN": 24471, + "FP": 1009, + "IoU": 0.7636977408465334, + "TN": 943564, + "TP": 82348, + "n_pred": 83357, + "n_ref": 106819 + }, + "2": { + "Dice": 0.9803030303030303, + "FN": 770, + "FP": 764, + "IoU": 0.9613670133729569, + "TN": 1011685, + "TP": 38173, + "n_pred": 38937, + "n_ref": 38943 + }, + "3": { + "Dice": 0.9796417726532588, + "FN": 1038, + "FP": 1275, + "IoU": 0.9600959216065144, + "TN": 993428, + "TP": 55651, + "n_pred": 56926, + "n_ref": 56689 + }, + "4": { + "Dice": 0.8915989159891599, + "FN": 471, + "FP": 169, + "IoU": 0.80440097799511, + "TN": 1048120, + "TP": 2632, + "n_pred": 2801, + "n_ref": 3103 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9529484191548305, + "FN": 1276, + "FP": 864, + "IoU": 0.9101255722145227, + "TN": 1027581, + "TP": 21671, + "n_pred": 22535, + "n_ref": 22947 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8307838738187504, + "FN": 54, + "FP": 2435, + "IoU": 0.7105477381090824, + "TN": 1042793, + "TP": 6110, + "n_pred": 8545, + "n_ref": 6164 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8495575221238938, + "FN": 12, + "FP": 5, + "IoU": 0.7384615384615385, + "TN": 2277951, + "TP": 48, + "n_pred": 53, + "n_ref": 60 + }, + "10": { + "Dice": 0.9421746220635551, + "FN": 865, + "FP": 1759, + "IoU": 0.8906712220324153, + "TN": 2254015, + "TP": 21377, + "n_pred": 23136, + "n_ref": 22242 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8408872855662586, + "FN": 7414, + "FP": 878, + "IoU": 0.7254577359864914, + "TN": 2247813, + "TP": 21911, + "n_pred": 22789, + "n_ref": 29325 + }, + "14": { + "Dice": 0.869065259913461, + "FN": 4098, + "FP": 320, + "IoU": 0.7684486373165619, + "TN": 2258936, + "TP": 14662, + "n_pred": 14982, + "n_ref": 18760 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9473231705300751, + "FN": 545, + "FP": 1048, + "IoU": 0.8999183263177735, + "TN": 2262099, + "TP": 14324, + "n_pred": 15372, + "n_ref": 14869 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9769830568840948, + "FN": 3038, + "FP": 4200, + "IoU": 0.9550018339954368, + "TN": 2117165, + "TP": 153613, + "n_pred": 157813, + "n_ref": 156651 + }, + "7": { + "Dice": 0.9071488281370941, + "FN": 1669, + "FP": 25322, + "IoU": 0.8300753583772452, + "TN": 2119175, + "TP": 131850, + "n_pred": 157172, + "n_ref": 133519 + }, + "8": { + "Dice": 0.927400468384075, + "FN": 25, + "FP": 6, + "IoU": 0.8646288209606987, + "TN": 2277787, + "TP": 198, + "n_pred": 204, + "n_ref": 223 + }, + "9": { + "Dice": 0.8869414065329181, + "FN": 1518, + "FP": 43, + "IoU": 0.7968505986465383, + "TN": 2270332, + "TP": 6123, + "n_pred": 6166, + "n_ref": 7641 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.4756980351602896, + "FN": 283, + "FP": 224, + "IoU": 0.3120759837177748, + "TN": 1050655, + "TP": 230, + "n_pred": 454, + "n_ref": 513 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3573802541544477, + "FN": 3580, + "FP": 12855, + "IoU": 0.2175672458938348, + "TN": 1030387, + "TP": 4570, + "n_pred": 17425, + "n_ref": 8150 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 15915, + "IoU": 0.0, + "TN": 1035477, + "TP": 0, + "n_pred": 15915, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8144878324844369, + "FN": 904, + "FP": 735, + "IoU": 0.6870345617720068, + "TN": 1046155, + "TP": 3598, + "n_pred": 4333, + "n_ref": 4502 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9736067260278832, + "FN": 2895, + "FP": 1569, + "IoU": 0.94857083606954, + "TN": 964593, + "TP": 82335, + "n_pred": 83904, + "n_ref": 85230 + }, + "7": { + "Dice": 0.9448044259789464, + "FN": 3949, + "FP": 1179, + "IoU": 0.8953832343880694, + "TN": 1002375, + "TP": 43889, + "n_pred": 45068, + "n_ref": 47838 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8758562447217791, + "FN": 519, + "FP": 2127, + "IoU": 0.7791318864774625, + "TN": 688948, + "TP": 9334, + "n_pred": 11461, + "n_ref": 9853 + }, + "7": { + "Dice": 0.9595529971735567, + "FN": 6639, + "FP": 788, + "IoU": 0.922250719706883, + "TN": 605403, + "TP": 88098, + "n_pred": 88886, + "n_ref": 94737 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8676965688498365, + "FN": 5438, + "FP": 103, + "IoU": 0.7663109948968833, + "TN": 677217, + "TP": 18170, + "n_pred": 18273, + "n_ref": 23608 + }, + "10": { + "Dice": 0.3806504637783257, + "FN": 5263, + "FP": 12, + "IoU": 0.23506380510440836, + "TN": 694032, + "TP": 1621, + "n_pred": 1633, + "n_ref": 6884 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.11418685121107267, + "FN": 7, + "FP": 505, + "IoU": 0.060550458715596334, + "TN": 700383, + "TP": 33, + "n_pred": 538, + "n_ref": 40 + }, + "14": { + "Dice": 0.7198081003782637, + "FN": 7731, + "FP": 10491, + "IoU": 0.5622657826462958, + "TN": 659300, + "TP": 23406, + "n_pred": 33897, + "n_ref": 31137 + }, + "15": { + "Dice": 0.7993901593901593, + "FN": 3884, + "FP": 3353, + "IoU": 0.6658200960472849, + "TN": 679272, + "TP": 14419, + "n_pred": 17772, + "n_ref": 18303 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.20283822138126775, + "FN": 0, + "FP": 4213, + "IoU": 0.11286586649821015, + "TN": 696179, + "TP": 536, + "n_pred": 4749, + "n_ref": 536 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8672850746588402, + "FN": 2033, + "FP": 4162, + "IoU": 0.765669327079472, + "TN": 674491, + "TP": 20242, + "n_pred": 24404, + "n_ref": 22275 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 10914, + "IoU": 0.0, + "TN": 690014, + "TP": 0, + "n_pred": 10914, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1602, + "IoU": 0.0, + "TN": 874558, + "TP": 0, + "n_pred": 1602, + "n_ref": 0 + }, + "11": { + "Dice": 0.5663210582767251, + "FN": 1243, + "FP": 1183, + "IoU": 0.3950124688279302, + "TN": 872150, + "TP": 1584, + "n_pred": 2767, + "n_ref": 2827 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 876146, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "13": { + "Dice": 0.3175182481751825, + "FN": 374, + "FP": 0, + "IoU": 0.18872017353579176, + "TN": 875699, + "TP": 87, + "n_pred": 87, + "n_ref": 461 + }, + "14": { + "Dice": 0.877861301079523, + "FN": 59, + "FP": 2102, + "IoU": 0.7823108693462275, + "TN": 866233, + "TP": 7766, + "n_pred": 9868, + "n_ref": 7825 + }, + "15": { + "Dice": 0.8790042362796897, + "FN": 3580, + "FP": 1504, + "IoU": 0.7841280625026538, + "TN": 852609, + "TP": 18467, + "n_pred": 19971, + "n_ref": 22047 + }, + "2": { + "Dice": 0.9639786975300877, + "FN": 1022, + "FP": 696, + "IoU": 0.9304622358941148, + "TN": 851454, + "TP": 22988, + "n_pred": 23684, + "n_ref": 24010 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 323, + "IoU": 0.0, + "TN": 875837, + "TP": 0, + "n_pred": 323, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9760184276756387, + "FN": 2230, + "FP": 581, + "IoU": 0.9531601486344625, + "TN": 816147, + "TP": 57202, + "n_pred": 57783, + "n_ref": 59432 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9473915431081823, + "FN": 188, + "FP": 291, + "IoU": 0.9000417362270451, + "TN": 871368, + "TP": 4313, + "n_pred": 4604, + "n_ref": 4501 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8330657151352958, + "FN": 5244, + "FP": 3177, + "IoU": 0.7138925695647742, + "TN": 1547655, + "TP": 21012, + "n_pred": 24189, + "n_ref": 26256 + }, + "11": { + "Dice": 0.7314181486548108, + "FN": 558, + "FP": 620, + "IoU": 0.5765636232925953, + "TN": 1574306, + "TP": 1604, + "n_pred": 2224, + "n_ref": 2162 + }, + "12": { + "Dice": 0.8151571164510166, + "FN": 772, + "FP": 228, + "IoU": 0.6879875195007801, + "TN": 1573883, + "TP": 2205, + "n_pred": 2433, + "n_ref": 2977 + }, + "13": { + "Dice": 0.5484024797329519, + "FN": 2757, + "FP": 1031, + "IoU": 0.37779237844940866, + "TN": 1571000, + "TP": 2300, + "n_pred": 3331, + "n_ref": 5057 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8749544450875726, + "FN": 4928, + "FP": 905, + "IoU": 0.7777057926829268, + "TN": 1550848, + "TP": 20407, + "n_pred": 21312, + "n_ref": 25335 + }, + "3": { + "Dice": 0.8432906841493074, + "FN": 494, + "FP": 5434, + "IoU": 0.7290428741201207, + "TN": 1555210, + "TP": 15950, + "n_pred": 21384, + "n_ref": 16444 + }, + "4": { + "Dice": 0.23112047769582017, + "FN": 1769, + "FP": 4798, + "IoU": 0.130659253375695, + "TN": 1569534, + "TP": 987, + "n_pred": 5785, + "n_ref": 2756 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9208363864131267, + "FN": 93347, + "FP": 6372, + "IoU": 0.8532870964324808, + "TN": 897400, + "TP": 579969, + "n_pred": 586341, + "n_ref": 673316 + }, + "7": { + "Dice": 0.1251018112709925, + "FN": 17262, + "FP": 72968, + "IoU": 0.06672458911264881, + "TN": 1480407, + "TP": 6451, + "n_pred": 79419, + "n_ref": 23713 + }, + "8": { + "Dice": 0.954959106093768, + "FN": 1032, + "FP": 141, + "IoU": 0.9138007054673721, + "TN": 1563480, + "TP": 12435, + "n_pred": 12576, + "n_ref": 13467 + }, + "9": { + "Dice": 0.9026374423545261, + "FN": 1103, + "FP": 2655, + "IoU": 0.8225517045991123, + "TN": 1555910, + "TP": 17420, + "n_pred": 20075, + "n_ref": 18523 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9200019867878607, + "FN": 2345, + "FP": 5708, + "IoU": 0.8518552585588403, + "TN": 1172265, + "TP": 46306, + "n_pred": 52014, + "n_ref": 48651 + }, + "10": { + "Dice": 0.561092542874363, + "FN": 30115, + "FP": 1927, + "IoU": 0.3899434533442492, + "TN": 1174101, + "TP": 20481, + "n_pred": 22408, + "n_ref": 50596 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7085908994964267, + "FN": 14961, + "FP": 4367, + "IoU": 0.5486959161276764, + "TN": 1183797, + "TP": 23499, + "n_pred": 27866, + "n_ref": 38460 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 3016, + "IoU": 0.0, + "TN": 1223608, + "TP": 0, + "n_pred": 3016, + "n_ref": 0 + }, + "15": { + "Dice": 0.48823815141211574, + "FN": 7375, + "FP": 0, + "IoU": 0.3229596988891949, + "TN": 1215731, + "TP": 3518, + "n_pred": 3518, + "n_ref": 10893 + }, + "2": { + "Dice": 0.6609749380335995, + "FN": 79, + "FP": 1152, + "IoU": 0.49362402303578773, + "TN": 1224193, + "TP": 1200, + "n_pred": 2352, + "n_ref": 1279 + }, + "3": { + "Dice": 0.9101701888281571, + "FN": 1120, + "FP": 9579, + "IoU": 0.835148919122972, + "TN": 1161723, + "TP": 54202, + "n_pred": 63781, + "n_ref": 55322 + }, + "4": { + "Dice": 0.0847457627118644, + "FN": 732, + "FP": 22812, + "IoU": 0.04424778761061947, + "TN": 1201990, + "TP": 1090, + "n_pred": 23902, + "n_ref": 1822 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8539034661483641, + "FN": 3758, + "FP": 5262, + "IoU": 0.7450537026568683, + "TN": 1191244, + "TP": 26360, + "n_pred": 31622, + "n_ref": 30118 + }, + "7": { + "Dice": 0.9167900570346074, + "FN": 64991, + "FP": 8627, + "IoU": 0.846364144816475, + "TN": 747452, + "TP": 405554, + "n_pred": 414181, + "n_ref": 470545 + }, + "8": { + "Dice": 0.9549134082323505, + "FN": 665, + "FP": 254, + "IoU": 0.9137170218758802, + "TN": 1215973, + "TP": 9732, + "n_pred": 9986, + "n_ref": 10397 + }, + "9": { + "Dice": 0.8365079365079365, + "FN": 561, + "FP": 263, + "IoU": 0.7189631650750341, + "TN": 1223692, + "TP": 2108, + "n_pred": 2371, + "n_ref": 2669 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9765835203440213, + "FN": 1206, + "FP": 787, + "IoU": 0.9542386113152094, + "TN": 657376, + "TP": 41559, + "n_pred": 42346, + "n_ref": 42765 + }, + "10": { + "Dice": 0.271356783919598, + "FN": 145, + "FP": 0, + "IoU": 0.1569767441860465, + "TN": 700756, + "TP": 27, + "n_pred": 27, + "n_ref": 172 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6197010536633178, + "FN": 3042, + "FP": 62, + "IoU": 0.448961477010474, + "TN": 695295, + "TP": 2529, + "n_pred": 2591, + "n_ref": 5571 + }, + "14": { + "Dice": 0.0, + "FN": 1885, + "FP": 0, + "IoU": 0.0, + "TN": 699043, + "TP": 0, + "n_pred": 0, + "n_ref": 1885 + }, + "15": { + "Dice": 0.8758604112492625, + "FN": 11145, + "FP": 217, + "IoU": 0.7791384806780188, + "TN": 649484, + "TP": 40082, + "n_pred": 40299, + "n_ref": 51227 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 665, + "IoU": 0.0, + "TN": 700263, + "TP": 0, + "n_pred": 665, + "n_ref": 0 + }, + "3": { + "Dice": 0.9508477437715553, + "FN": 1876, + "FP": 2200, + "IoU": 0.9063010045746075, + "TN": 657427, + "TP": 39425, + "n_pred": 41625, + "n_ref": 41301 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 1.0, + "FN": 0, + "FP": 0, + "IoU": 1.0, + "TN": 876148, + "TP": 12, + "n_pred": 12, + "n_ref": 12 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 84, + "FP": 0, + "IoU": 0.0, + "TN": 876076, + "TP": 0, + "n_pred": 0, + "n_ref": 84 + }, + "15": { + "Dice": 0.42414355628058725, + "FN": 23, + "FP": 330, + "IoU": 0.2691511387163561, + "TN": 875677, + "TP": 130, + "n_pred": 460, + "n_ref": 153 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 378, + "IoU": 0.0, + "TN": 875782, + "TP": 0, + "n_pred": 378, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 406, + "FP": 0, + "IoU": 0.0, + "TN": 875754, + "TP": 0, + "n_pred": 0, + "n_ref": 406 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9065348370152942, + "FN": 577, + "FP": 28, + "IoU": 0.8290477536027127, + "TN": 872621, + "TP": 2934, + "n_pred": 2962, + "n_ref": 3511 + }, + "7": { + "Dice": 0.994034782389366, + "FN": 1106, + "FP": 786, + "IoU": 0.9881403104079433, + "TN": 716628, + "TP": 157640, + "n_pred": 158426, + "n_ref": 158746 + }, + "8": { + "Dice": 0.5988571428571429, + "FN": 321, + "FP": 30, + "IoU": 0.4274061990212072, + "TN": 875547, + "TP": 262, + "n_pred": 292, + "n_ref": 583 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7451175519343202, + "FN": 3660, + "FP": 2487, + "IoU": 0.5937747819191118, + "TN": 1036260, + "TP": 8985, + "n_pred": 11472, + "n_ref": 12645 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8449975977487474, + "FN": 2722, + "FP": 4053, + "IoU": 0.7315981301006259, + "TN": 1026150, + "TP": 18467, + "n_pred": 22520, + "n_ref": 21189 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8841113593816051, + "FN": 1091, + "FP": 828, + "IoU": 0.7922935382617167, + "TN": 1042153, + "TP": 7320, + "n_pred": 8148, + "n_ref": 8411 + }, + "7": { + "Dice": 0.9860058659355184, + "FN": 10659, + "FP": 2152, + "IoU": 0.9723979979876458, + "TN": 587259, + "TP": 451322, + "n_pred": 453474, + "n_ref": 461981 + }, + "8": { + "Dice": 0.9355465829220876, + "FN": 789, + "FP": 504, + "IoU": 0.878898567013206, + "TN": 1040715, + "TP": 9384, + "n_pred": 9888, + "n_ref": 10173 + }, + "9": { + "Dice": 0.9591683790644264, + "FN": 701, + "FP": 988, + "IoU": 0.921540391136712, + "TN": 1029865, + "TP": 19838, + "n_pred": 20826, + "n_ref": 20539 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9780512951330208, + "FN": 407, + "FP": 1658, + "IoU": 0.9570453883596123, + "TN": 1178550, + "TP": 46009, + "n_pred": 47667, + "n_ref": 46416 + }, + "10": { + "Dice": 0.7866154690071311, + "FN": 72, + "FP": 317, + "IoU": 0.6482820976491862, + "TN": 1225518, + "TP": 717, + "n_pred": 1034, + "n_ref": 789 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.46407169464989473, + "FN": 9813, + "FP": 114, + "IoU": 0.30214411247803163, + "TN": 1212399, + "TP": 4298, + "n_pred": 4412, + "n_ref": 14111 + }, + "14": { + "Dice": 0.5810659875798597, + "FN": 27981, + "FP": 150, + "IoU": 0.4095088161209068, + "TN": 1178984, + "TP": 19509, + "n_pred": 19659, + "n_ref": 47490 + }, + "15": { + "Dice": 0.46766381214399194, + "FN": 25553, + "FP": 1923, + "IoU": 0.3051966114553041, + "TN": 1187079, + "TP": 12069, + "n_pred": 13992, + "n_ref": 37622 + }, + "2": { + "Dice": 0.2, + "FN": 0, + "FP": 8, + "IoU": 0.1111111111111111, + "TN": 1226615, + "TP": 1, + "n_pred": 9, + "n_ref": 1 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9590941793141252, + "FN": 2551, + "FP": 4613, + "IoU": 0.9214034163841622, + "TN": 1135475, + "TP": 83985, + "n_pred": 88598, + "n_ref": 86536 + }, + "7": { + "Dice": 0.36358620689655174, + "FN": 243, + "FP": 8985, + "IoU": 0.22218476062036413, + "TN": 1214760, + "TP": 2636, + "n_pred": 11621, + "n_ref": 2879 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9673979200296382, + "FN": 1424, + "FP": 1040, + "IoU": 0.9368545142359243, + "TN": 486675, + "TP": 36557, + "n_pred": 37597, + "n_ref": 37981 + }, + "10": { + "Dice": 0.8751134742575541, + "FN": 3094, + "FP": 758, + "IoU": 0.7779571132118976, + "TN": 508348, + "TP": 13496, + "n_pred": 14254, + "n_ref": 16590 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 141, + "IoU": 0.0, + "TN": 525555, + "TP": 0, + "n_pred": 141, + "n_ref": 0 + }, + "12": { + "Dice": 0.8049825877310474, + "FN": 497, + "FP": 959, + "IoU": 0.6736157812149742, + "TN": 521235, + "TP": 3005, + "n_pred": 3964, + "n_ref": 3502 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 34, + "IoU": 0.0, + "TN": 525662, + "TP": 0, + "n_pred": 34, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9702290408101177, + "FN": 466, + "FP": 219, + "IoU": 0.9421794547142737, + "TN": 513849, + "TP": 11162, + "n_pred": 11381, + "n_ref": 11628 + }, + "3": { + "Dice": 0.9718451845184518, + "FN": 687, + "FP": 877, + "IoU": 0.9452323423328781, + "TN": 497139, + "TP": 26993, + "n_pred": 27870, + "n_ref": 27680 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9819625526909127, + "FN": 1518, + "FP": 322, + "IoU": 0.9645642753972075, + "TN": 473771, + "TP": 50085, + "n_pred": 50407, + "n_ref": 51603 + }, + "7": { + "Dice": 0.9159883274458609, + "FN": 1148, + "FP": 493, + "IoU": 0.8449985831680362, + "TN": 515109, + "TP": 8946, + "n_pred": 9439, + "n_ref": 10094 + }, + "8": { + "Dice": 0.9743959858404646, + "FN": 639, + "FP": 106, + "IoU": 0.9500703706185912, + "TN": 510775, + "TP": 14176, + "n_pred": 14282, + "n_ref": 14815 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8447627649072693, + "FN": 1085, + "FP": 6306, + "IoU": 0.7312461365041272, + "TN": 1023891, + "TP": 20110, + "n_pred": 26416, + "n_ref": 21195 + }, + "10": { + "Dice": 0.47264272797726686, + "FN": 18522, + "FP": 1892, + "IoU": 0.30945132264393477, + "TN": 1021830, + "TP": 9148, + "n_pred": 11040, + "n_ref": 27670 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 20, + "FP": 0, + "IoU": 0.0, + "TN": 1051372, + "TP": 0, + "n_pred": 0, + "n_ref": 20 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 1051389, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "3": { + "Dice": 0.9728935471830026, + "FN": 1244, + "FP": 3331, + "IoU": 0.9472178317200641, + "TN": 964715, + "TP": 82102, + "n_pred": 85433, + "n_ref": 83346 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5470114170584285, + "FN": 2431, + "FP": 267, + "IoU": 0.37647330714120636, + "TN": 1047065, + "TP": 1629, + "n_pred": 1896, + "n_ref": 4060 + }, + "6": { + "Dice": 0.8562250390692828, + "FN": 3092, + "FP": 220, + "IoU": 0.7485957188401396, + "TN": 1038218, + "TP": 9862, + "n_pred": 10082, + "n_ref": 12954 + }, + "7": { + "Dice": 0.9820659512297563, + "FN": 5787, + "FP": 5144, + "IoU": 0.964763829656922, + "TN": 741171, + "TP": 299290, + "n_pred": 304434, + "n_ref": 305077 + }, + "8": { + "Dice": 0.9692852779474649, + "FN": 1005, + "FP": 252, + "IoU": 0.9404011189606941, + "TN": 1030301, + "TP": 19834, + "n_pred": 20086, + "n_ref": 20839 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9826425841832773, + "FN": 1048, + "FP": 3535, + "IoU": 0.9658774476956296, + "TN": 917082, + "TP": 129727, + "n_pred": 133262, + "n_ref": 130775 + }, + "10": { + "Dice": 0.7990703570673992, + "FN": 1156, + "FP": 746, + "IoU": 0.6653764954257565, + "TN": 1045708, + "TP": 3782, + "n_pred": 4528, + "n_ref": 4938 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5202312138728323, + "FN": 37, + "FP": 46, + "IoU": 0.3515625, + "TN": 1051264, + "TP": 45, + "n_pred": 91, + "n_ref": 82 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8383777438924054, + "FN": 9194, + "FP": 5539, + "IoU": 0.7217300972707527, + "TN": 998447, + "TP": 38212, + "n_pred": 43751, + "n_ref": 47406 + }, + "15": { + "Dice": 0.17616902283672517, + "FN": 5245, + "FP": 58, + "IoU": 0.09659284497444634, + "TN": 1045522, + "TP": 567, + "n_pred": 625, + "n_ref": 5812 + }, + "2": { + "Dice": 0.43620996212023605, + "FN": 99598, + "FP": 9797, + "IoU": 0.27894407276801897, + "TN": 899677, + "TP": 42320, + "n_pred": 52117, + "n_ref": 141918 + }, + "3": { + "Dice": 0.2771179820439956, + "FN": 126322, + "FP": 1378, + "IoU": 0.16084559427508757, + "TN": 899215, + "TP": 24477, + "n_pred": 25855, + "n_ref": 150799 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8987252124645893, + "FN": 182, + "FP": 104, + "IoU": 0.8160771704180064, + "TN": 1049837, + "TP": 1269, + "n_pred": 1373, + "n_ref": 1451 + }, + "7": { + "Dice": 0.9336016096579477, + "FN": 15, + "FP": 18, + "IoU": 0.8754716981132076, + "TN": 1051127, + "TP": 232, + "n_pred": 250, + "n_ref": 247 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9856972230516572, + "FN": 621, + "FP": 337, + "IoU": 0.9717978156554505, + "TN": 491727, + "TP": 33011, + "n_pred": 33348, + "n_ref": 33632 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1231, + "IoU": 0.0, + "TN": 524465, + "TP": 0, + "n_pred": 1231, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9152024446142093, + "FN": 146, + "FP": 76, + "IoU": 0.8436619718309859, + "TN": 524276, + "TP": 1198, + "n_pred": 1274, + "n_ref": 1344 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9794720117868256, + "FN": 1501, + "FP": 366, + "IoU": 0.9597698672642648, + "TN": 829752, + "TP": 44541, + "n_pred": 44907, + "n_ref": 46042 + }, + "10": { + "Dice": 0.6981369299348497, + "FN": 1585, + "FP": 1056, + "IoU": 0.5362598770851624, + "TN": 870465, + "TP": 3054, + "n_pred": 4110, + "n_ref": 4639 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8175118782119655, + "FN": 3020, + "FP": 744, + "IoU": 0.6913489134891349, + "TN": 863965, + "TP": 8431, + "n_pred": 9175, + "n_ref": 11451 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 48, + "IoU": 0.0, + "TN": 876112, + "TP": 0, + "n_pred": 48, + "n_ref": 0 + }, + "2": { + "Dice": 0.9595113438045375, + "FN": 35, + "FP": 197, + "IoU": 0.9221737671922173, + "TN": 873179, + "TP": 2749, + "n_pred": 2946, + "n_ref": 2784 + }, + "3": { + "Dice": 0.8520710059171598, + "FN": 0, + "FP": 25, + "IoU": 0.7422680412371134, + "TN": 876063, + "TP": 72, + "n_pred": 97, + "n_ref": 72 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8685671973343206, + "FN": 305, + "FP": 50, + "IoU": 0.7676701570680629, + "TN": 874632, + "TP": 1173, + "n_pred": 1223, + "n_ref": 1478 + }, + "7": { + "Dice": 0.9875606682553744, + "FN": 2937, + "FP": 3045, + "IoU": 0.9754270081088409, + "TN": 632722, + "TP": 237456, + "n_pred": 240501, + "n_ref": 240393 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7516930022573364, + "FN": 422, + "FP": 18, + "IoU": 0.6021699819168174, + "TN": 524590, + "TP": 666, + "n_pred": 684, + "n_ref": 1088 + }, + "10": { + "Dice": 0.8903678606001936, + "FN": 426, + "FP": 480, + "IoU": 0.8023991275899672, + "TN": 521111, + "TP": 3679, + "n_pred": 4159, + "n_ref": 4105 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 471, + "IoU": 0.0, + "TN": 525225, + "TP": 0, + "n_pred": 471, + "n_ref": 0 + }, + "12": { + "Dice": 0.7601688411358404, + "FN": 650, + "FP": 600, + "IoU": 0.613122872175797, + "TN": 522465, + "TP": 1981, + "n_pred": 2581, + "n_ref": 2631 + }, + "13": { + "Dice": 0.8747855917667239, + "FN": 510, + "FP": 293, + "IoU": 0.7774390243902439, + "TN": 522088, + "TP": 2805, + "n_pred": 3098, + "n_ref": 3315 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 550, + "IoU": 0.0, + "TN": 525146, + "TP": 0, + "n_pred": 550, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 79, + "IoU": 0.0, + "TN": 525617, + "TP": 0, + "n_pred": 79, + "n_ref": 0 + }, + "3": { + "Dice": 0.9575041912675851, + "FN": 543, + "FP": 40, + "IoU": 0.9184729408474339, + "TN": 518545, + "TP": 6568, + "n_pred": 6608, + "n_ref": 7111 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.3597122302158273, + "FN": 1, + "FP": 88, + "IoU": 0.21929824561403508, + "TN": 525582, + "TP": 25, + "n_pred": 113, + "n_ref": 26 + }, + "7": { + "Dice": 0.36585365853658536, + "FN": 52, + "FP": 0, + "IoU": 0.22388059701492538, + "TN": 525629, + "TP": 15, + "n_pred": 15, + "n_ref": 67 + }, + "8": { + "Dice": 0.959650713969332, + "FN": 1024, + "FP": 889, + "IoU": 0.9224312707809585, + "TN": 501034, + "TP": 22749, + "n_pred": 23638, + "n_ref": 23773 + }, + "9": { + "Dice": 0.9488459726801696, + "FN": 698, + "FP": 388, + "IoU": 0.9026707295214196, + "TN": 514538, + "TP": 10072, + "n_pred": 10460, + "n_ref": 10770 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0400.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9741637721844222, + "FN": 427, + "FP": 116, + "IoU": 0.9496289424860853, + "TN": 865380, + "TP": 10237, + "n_pred": 10353, + "n_ref": 10664 + }, + "10": { + "Dice": 0.9116297626171953, + "FN": 1504, + "FP": 711, + "IoU": 0.8376099706744868, + "TN": 862520, + "TP": 11425, + "n_pred": 12136, + "n_ref": 12929 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7981137636310051, + "FN": 96, + "FP": 589, + "IoU": 0.6640510053948013, + "TN": 874121, + "TP": 1354, + "n_pred": 1943, + "n_ref": 1450 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9749731177127917, + "FN": 1259, + "FP": 1115, + "IoU": 0.9511683396412703, + "TN": 827544, + "TP": 46242, + "n_pred": 47357, + "n_ref": 47501 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8313227953410982, + "FN": 1075, + "FP": 547, + "IoU": 0.7113365367503114, + "TN": 870541, + "TP": 3997, + "n_pred": 4544, + "n_ref": 5072 + }, + "7": { + "Dice": 0.7782813168020521, + "FN": 1348, + "FP": 1245, + "IoU": 0.6370380739081747, + "TN": 869016, + "TP": 4551, + "n_pred": 5796, + "n_ref": 5899 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0401.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9034841810172206, + "FN": 69, + "FP": 172, + "IoU": 0.8239590942293645, + "TN": 1050023, + "TP": 1128, + "n_pred": 1300, + "n_ref": 1197 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.917972872107688, + "FN": 1626, + "FP": 1561, + "IoU": 0.8483824928639391, + "TN": 1030372, + "TP": 17833, + "n_pred": 19394, + "n_ref": 19459 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 240, + "IoU": 0.0, + "TN": 1051152, + "TP": 0, + "n_pred": 240, + "n_ref": 0 + }, + "15": { + "Dice": 0.9496422167479429, + "FN": 4031, + "FP": 1979, + "IoU": 0.9041130859312677, + "TN": 988714, + "TP": 56668, + "n_pred": 58647, + "n_ref": 60699 + }, + "2": { + "Dice": 0.9458581892320471, + "FN": 1634, + "FP": 517, + "IoU": 0.8972779369627507, + "TN": 1030452, + "TP": 18789, + "n_pred": 19306, + "n_ref": 20423 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 769, + "IoU": 0.0, + "TN": 1050623, + "TP": 0, + "n_pred": 769, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9387940154148405, + "FN": 151, + "FP": 254, + "IoU": 0.88464824836229, + "TN": 1047881, + "TP": 3106, + "n_pred": 3360, + "n_ref": 3257 + }, + "7": { + "Dice": 0.8208149165584427, + "FN": 45065, + "FP": 2812, + "IoU": 0.696086583933729, + "TN": 893857, + "TP": 109658, + "n_pred": 112470, + "n_ref": 154723 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.07216494845360824, + "FN": 180, + "FP": 0, + "IoU": 0.0374331550802139, + "TN": 1051205, + "TP": 7, + "n_pred": 7, + "n_ref": 187 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0404.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1143, + "IoU": 0.0, + "TN": 1926409, + "TP": 0, + "n_pred": 1143, + "n_ref": 0 + }, + "10": { + "Dice": 0.14528168044806303, + "FN": 80140, + "FP": 589, + "IoU": 0.0783308596871789, + "TN": 1839962, + "TP": 6861, + "n_pred": 7450, + "n_ref": 87001 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.40714285714285714, + "FN": 1510, + "FP": 482, + "IoU": 0.2556053811659193, + "TN": 1924876, + "TP": 684, + "n_pred": 1166, + "n_ref": 2194 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9839362193272665, + "FN": 7344, + "FP": 1459, + "IoU": 0.9683803694644095, + "TN": 1649149, + "TP": 269600, + "n_pred": 271059, + "n_ref": 276944 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 1927547, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "3": { + "Dice": 0.9591491296768815, + "FN": 5218, + "FP": 1250, + "IoU": 0.921504854368932, + "TN": 1845152, + "TP": 75932, + "n_pred": 77182, + "n_ref": 81150 + }, + "4": { + "Dice": 0.9598396528263028, + "FN": 3395, + "FP": 3157, + "IoU": 0.9227804688328678, + "TN": 1842703, + "TP": 78297, + "n_pred": 81454, + "n_ref": 81692 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8826700376327681, + "FN": 5115, + "FP": 2960, + "IoU": 0.7899815339800775, + "TN": 1889103, + "TP": 30374, + "n_pred": 33334, + "n_ref": 35489 + }, + "7": { + "Dice": 0.8917678452301534, + "FN": 3764, + "FP": 4348, + "IoU": 0.8046760251378489, + "TN": 1886021, + "TP": 33419, + "n_pred": 37767, + "n_ref": 37183 + }, + "8": { + "Dice": 0.5145797598627787, + "FN": 566, + "FP": 0, + "IoU": 0.3464203233256351, + "TN": 1926686, + "TP": 300, + "n_pred": 300, + "n_ref": 866 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2806290/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.6283729404316024, + "FN": 3432.969333333333, + "FP": 3296.8506666666667, + "IoU": 0.5482063661505451, + "TN": 1142243.4013333335, + "TP": 19240.111999999997, + "n_pred": 22536.962666666666, + "n_ref": 22673.081333333328 + }, + "mean": { + "1": { + "Dice": 0.7658452450789788, + "FN": 1630.0466666666666, + "FP": 2106.4666666666667, + "IoU": 0.7158639672867719, + "TN": 1128537.9866666668, + "TP": 35938.83333333333, + "n_pred": 38045.3, + "n_ref": 37568.87999999999 + }, + "10": { + "Dice": 0.6522992229760345, + "FN": 3292.0466666666666, + "FP": 1893.8533333333332, + "IoU": 0.5431797115502593, + "TN": 1156146.7133333334, + "TP": 6880.719999999999, + "n_pred": 8774.573333333334, + "n_ref": 10172.766666666666 + }, + "11": { + "Dice": 0.34270233142743917, + "FN": 150.57333333333335, + "FP": 102.18, + "IoU": 0.25387029904512737, + "TN": 1167779.6933333334, + "TP": 180.88666666666668, + "n_pred": 283.06666666666666, + "n_ref": 331.46 + }, + "12": { + "Dice": 0.39322575716691227, + "FN": 189.29333333333332, + "FP": 137.51333333333335, + "IoU": 0.3059065148402388, + "TN": 1167545.8333333335, + "TP": 340.69333333333327, + "n_pred": 478.20666666666676, + "n_ref": 529.9866666666666 + }, + "13": { + "Dice": 0.5019449892662897, + "FN": 3313.246666666667, + "FP": 2181.0733333333333, + "IoU": 0.38701960801258245, + "TN": 1158151.5133333334, + "TP": 4567.5, + "n_pred": 6748.573333333334, + "n_ref": 7880.746666666666 + }, + "14": { + "Dice": 0.56331764474699, + "FN": 3043.3333333333335, + "FP": 5160.1866666666665, + "IoU": 0.4997946639253539, + "TN": 1142518.2466666666, + "TP": 17491.566666666666, + "n_pred": 22651.753333333334, + "n_ref": 20534.9 + }, + "15": { + "Dice": 0.5252764833511646, + "FN": 2349.7066666666665, + "FP": 3404.5666666666666, + "IoU": 0.4281836885854594, + "TN": 1156713.3266666667, + "TP": 5745.733333333333, + "n_pred": 9150.3, + "n_ref": 8095.44 + }, + "2": { + "Dice": 0.7092730981685589, + "FN": 3090.1866666666665, + "FP": 1657.6933333333334, + "IoU": 0.651289036027087, + "TN": 1150837.3733333335, + "TP": 12628.079999999998, + "n_pred": 14285.773333333334, + "n_ref": 15718.266666666666 + }, + "3": { + "Dice": 0.6789206121826582, + "FN": 5916.573333333334, + "FP": 2206.2200000000003, + "IoU": 0.6301469067677753, + "TN": 1144837.4533333331, + "TP": 15253.086666666666, + "n_pred": 17459.306666666667, + "n_ref": 21169.66 + }, + "4": { + "Dice": 0.5101816300827698, + "FN": 1590.6866666666667, + "FP": 1171.0133333333333, + "IoU": 0.4362770144672883, + "TN": 1161125.5466666666, + "TP": 4326.086666666667, + "n_pred": 5497.1, + "n_ref": 5916.7733333333335 + }, + "5": { + "Dice": 0.6110544209828599, + "FN": 463.7533333333334, + "FP": 178.66666666666669, + "IoU": 0.5116397948838326, + "TN": 1166371.0733333335, + "TP": 1199.8400000000001, + "n_pred": 1378.5066666666667, + "n_ref": 1663.593333333333 + }, + "6": { + "Dice": 0.8616446198946198, + "FN": 14681.053333333335, + "FP": 14461.939999999999, + "IoU": 0.7963446717885371, + "TN": 1043948.2733333334, + "TP": 95122.06666666668, + "n_pred": 109584.00666666667, + "n_ref": 109803.12000000002 + }, + "7": { + "Dice": 0.772569587559143, + "FN": 9182.726666666666, + "FP": 12894.180000000002, + "IoU": 0.6910836249365496, + "TN": 1070961.0066666666, + "TP": 75175.42000000001, + "n_pred": 88069.6, + "n_ref": 84358.14666666667 + }, + "8": { + "Dice": 0.8127076896928713, + "FN": 1557.7666666666669, + "FP": 1028.7533333333336, + "IoU": 0.7456090106521653, + "TN": 1156716.9933333334, + "TP": 8909.819999999998, + "n_pred": 9938.573333333334, + "n_ref": 10467.586666666666 + }, + "9": { + "Dice": 0.7246307738967455, + "FN": 1043.5466666666666, + "FP": 868.4533333333333, + "IoU": 0.6268869794891467, + "TN": 1161459.9866666668, + "TP": 4841.346666666666, + "n_pred": 5709.8, + "n_ref": 5884.8933333333325 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/loop_002/summary.json b/nnActive_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/loop_002/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0270250845a370a8f882a0af344d135bd8c9b467 --- /dev/null +++ b/nnActive_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/loop_002/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.8472494465631889, + "FN": 13049.723999999998, + "FP": 9751.662666666667, + "IoU": 0.7628661493456236, + "TN": 96260618.64666666, + "TP": 173540.80666666664, + "n_pred": 183292.4693333333, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.9407655268012668, + "FN": 6365.36, + "FP": 8384.76, + "IoU": 0.9062854606830005, + "TN": 96254287.94, + "TP": 187922.78, + "n_pred": 196307.54, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.819914168938366, + "FN": 13496.98, + "FP": 10892.24, + "IoU": 0.7100205914678976, + "TN": 96371846.04, + "TP": 60725.58, + "n_pred": 71617.82, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.7145228693105227, + "FN": 1220.58, + "FP": 653.12, + "IoU": 0.5676391675844936, + "TN": 96452607.34, + "TP": 2479.8, + "n_pred": 3132.92, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.7261259066256389, + "FN": 1385.1, + "FP": 703.44, + "IoU": 0.5846471774324786, + "TN": 96452020.74, + "TP": 2851.56, + "n_pred": 3555.0, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.725859163016011, + "FN": 15815.72, + "FP": 12871.62, + "IoU": 0.5962114614994349, + "TN": 96386231.08, + "TP": 42042.42, + "n_pred": 54914.04, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.846675121290986, + "FN": 22368.24, + "FP": 9674.86, + "IoU": 0.7639942341993394, + "TN": 96308927.84, + "TP": 115989.9, + "n_pred": 125664.76, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.8126650460424726, + "FN": 8035.16, + "FP": 8942.54, + "IoU": 0.7139871077506798, + "TN": 96393971.26, + "TP": 46011.88, + "n_pred": 54954.42, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.951760837460666, + "FN": 7993.12, + "FP": 6943.42, + "IoU": 0.9102146983907241, + "TN": 96293175.72, + "TP": 148848.58, + "n_pred": 155792.0, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.9545484758464008, + "FN": 7704.06, + "FP": 6818.64, + "IoU": 0.9153392289308995, + "TN": 96286739.62, + "TP": 155698.52, + "n_pred": 162517.16, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.759821958115078, + "FN": 5079.08, + "FP": 4155.96, + "IoU": 0.6775274461650984, + "TN": 96426227.38, + "TP": 21498.42, + "n_pred": 25654.38, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.780051097262457, + "FN": 5504.06, + "FP": 2892.76, + "IoU": 0.6537685455412244, + "TN": 96436915.92, + "TP": 11648.1, + "n_pred": 14540.86, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.968515534684848, + "FN": 48769.8, + "FP": 35861.04, + "IoU": 0.939890723107485, + "TN": 95061876.18, + "TP": 1310453.82, + "n_pred": 1346314.86, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.878654077064846, + "FN": 36551.92, + "FP": 20372.76, + "IoU": 0.8110627069026366, + "TN": 96097663.42, + "TP": 302372.74, + "n_pred": 322745.5, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.9442608873802169, + "FN": 7132.78, + "FP": 8281.6, + "IoU": 0.8951024797560385, + "TN": 96316310.06, + "TP": 125236.4, + "n_pred": 133518.0, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.8846010286080569, + "FN": 8323.9, + "FP": 8826.18, + "IoU": 0.7973012107729257, + "TN": 96370479.16, + "TP": 69331.6, + "n_pred": 78157.78, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9455294204162246, + "FN": 2686, + "FP": 7684, + "IoU": 0.8966863928905892, + "TN": 119492946, + "TP": 90004, + "n_pred": 97688, + "n_ref": 92690 + }, + "10": { + "Dice": 0.8086971930354201, + "FN": 13724, + "FP": 15425, + "IoU": 0.6788342882327016, + "TN": 119502560, + "TP": 61611, + "n_pred": 77036, + "n_ref": 75335 + }, + "11": { + "Dice": 0.7695078031212484, + "FN": 982, + "FP": 554, + "IoU": 0.6253658536585366, + "TN": 119589220, + "TP": 2564, + "n_pred": 3118, + "n_ref": 3546 + }, + "12": { + "Dice": 0.7586792653147892, + "FN": 892, + "FP": 1381, + "IoU": 0.6111871365035922, + "TN": 119587474, + "TP": 3573, + "n_pred": 4954, + "n_ref": 4465 + }, + "13": { + "Dice": 0.6511327815363062, + "FN": 17435, + "FP": 20415, + "IoU": 0.4827256327556989, + "TN": 119520148, + "TP": 35322, + "n_pred": 55737, + "n_ref": 52757 + }, + "14": { + "Dice": 0.40099019376407613, + "FN": 184635, + "FP": 3139, + "IoU": 0.25077406792645557, + "TN": 119342696, + "TP": 62850, + "n_pred": 65989, + "n_ref": 247485 + }, + "15": { + "Dice": 0.09471007421863449, + "FN": 23254, + "FP": 160442, + "IoU": 0.04970900907891674, + "TN": 119400015, + "TP": 9609, + "n_pred": 170051, + "n_ref": 32863 + }, + "2": { + "Dice": 0.9574675404622955, + "FN": 4705, + "FP": 7386, + "IoU": 0.9184054958699994, + "TN": 119445136, + "TP": 136093, + "n_pred": 143479, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9592425034536539, + "FN": 6160, + "FP": 7795, + "IoU": 0.9216772462718819, + "TN": 119415147, + "TP": 164218, + "n_pred": 172013, + "n_ref": 170378 + }, + "4": { + "Dice": 0.878284040914327, + "FN": 14421, + "FP": 3119, + "IoU": 0.7829825668435965, + "TN": 119512497, + "TP": 63283, + "n_pred": 66402, + "n_ref": 77704 + }, + "5": { + "Dice": 0.12231509431906105, + "FN": 58652, + "FP": 21887, + "IoU": 0.06514143770821, + "TN": 119507169, + "TP": 5612, + "n_pred": 27499, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9707655405527691, + "FN": 28699, + "FP": 40760, + "IoU": 0.943191837041811, + "TN": 118370626, + "TP": 1153235, + "n_pred": 1193995, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 32785, + "IoU": 0.0, + "TN": 119560535, + "TP": 0, + "n_pred": 32785, + "n_ref": 0 + }, + "8": { + "Dice": 0.9254877213289938, + "FN": 21057, + "FP": 21686, + "IoU": 0.861309581751517, + "TN": 119285130, + "TP": 265447, + "n_pred": 287133, + "n_ref": 286504 + }, + "9": { + "Dice": 0.8715406968849297, + "FN": 12352, + "FP": 6568, + "IoU": 0.7723279824793627, + "TN": 119510218, + "TP": 64182, + "n_pred": 70750, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9611813330123189, + "FN": 8911, + "FP": 5600, + "IoU": 0.9252638247245871, + "TN": 72631497, + "TP": 179652, + "n_pred": 185252, + "n_ref": 188563 + }, + "10": { + "Dice": 0.8276073803390642, + "FN": 13190, + "FP": 9832, + "IoU": 0.7059131612227432, + "TN": 72747377, + "TP": 55261, + "n_pred": 65093, + "n_ref": 68451 + }, + "11": { + "Dice": 0.6873900293255132, + "FN": 489, + "FP": 1110, + "IoU": 0.5236818588025023, + "TN": 72822303, + "TP": 1758, + "n_pred": 2868, + "n_ref": 2247 + }, + "12": { + "Dice": 0.748109561418249, + "FN": 648, + "FP": 851, + "IoU": 0.5975838926174497, + "TN": 72821935, + "TP": 2226, + "n_pred": 3077, + "n_ref": 2874 + }, + "13": { + "Dice": 0.785614439008346, + "FN": 11966, + "FP": 8892, + "IoU": 0.646923402454507, + "TN": 72766585, + "TP": 38217, + "n_pred": 47109, + "n_ref": 50183 + }, + "14": { + "Dice": 0.9058655113482289, + "FN": 5066, + "FP": 9861, + "IoU": 0.8279288522057892, + "TN": 72738911, + "TP": 71822, + "n_pred": 81683, + "n_ref": 76888 + }, + "15": { + "Dice": 0.8450809721827621, + "FN": 9762, + "FP": 2234, + "IoU": 0.7317231354131724, + "TN": 72780945, + "TP": 32719, + "n_pred": 34953, + "n_ref": 42481 + }, + "2": { + "Dice": 0.9631418851761141, + "FN": 7448, + "FP": 2379, + "IoU": 0.9289042265341263, + "TN": 72687438, + "TP": 128395, + "n_pred": 130774, + "n_ref": 135843 + }, + "3": { + "Dice": 0.9659869264692084, + "FN": 3605, + "FP": 5095, + "IoU": 0.9342115213018557, + "TN": 72693418, + "TP": 123542, + "n_pred": 128637, + "n_ref": 127147 + }, + "4": { + "Dice": 0.8790529917691667, + "FN": 3247, + "FP": 3292, + "IoU": 0.7842056629925418, + "TN": 72795358, + "TP": 23763, + "n_pred": 27055, + "n_ref": 27010 + }, + "5": { + "Dice": 0.8059149722735675, + "FN": 2317, + "FP": 728, + "IoU": 0.6749226006191951, + "TN": 72816293, + "TP": 6322, + "n_pred": 7050, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9647999663902512, + "FN": 36584, + "FP": 48877, + "IoU": 0.9319937548939096, + "TN": 71568996, + "TP": 1171203, + "n_pred": 1220080, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.9167922669518285, + "FN": 21119, + "FP": 18409, + "IoU": 0.8463679116949745, + "TN": 72568370, + "TP": 217762, + "n_pred": 236171, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9332861348782193, + "FN": 4146, + "FP": 3581, + "IoU": 0.8749170376365843, + "TN": 72763885, + "TP": 54048, + "n_pred": 57629, + "n_ref": 58194 + }, + "9": { + "Dice": 0.861064300384433, + "FN": 12582, + "FP": 8524, + "IoU": 0.7560253846420604, + "TN": 72739151, + "TP": 65403, + "n_pred": 73927, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9666380668850999, + "FN": 8240, + "FP": 9141, + "IoU": 0.9354303036607202, + "TN": 71540306, + "TP": 251801, + "n_pred": 260942, + "n_ref": 260041 + }, + "10": { + "Dice": 0.8546340170317108, + "FN": 16342, + "FP": 9980, + "IoU": 0.7461667534571544, + "TN": 71705790, + "TP": 77376, + "n_pred": 87356, + "n_ref": 93718 + }, + "11": { + "Dice": 0.6780279975654291, + "FN": 1141, + "FP": 975, + "IoU": 0.5128913443830571, + "TN": 71805144, + "TP": 2228, + "n_pred": 3203, + "n_ref": 3369 + }, + "12": { + "Dice": 0.6187143120279978, + "FN": 3150, + "FP": 990, + "IoU": 0.44792639018535807, + "TN": 71801989, + "TP": 3359, + "n_pred": 4349, + "n_ref": 6509 + }, + "13": { + "Dice": 0.8023048339308222, + "FN": 14889, + "FP": 9265, + "IoU": 0.6698739851843752, + "TN": 71736322, + "TP": 49012, + "n_pred": 58277, + "n_ref": 63901 + }, + "14": { + "Dice": 0.9590275613165288, + "FN": 32972, + "FP": 8828, + "IoU": 0.921280454388803, + "TN": 71278489, + "TP": 489199, + "n_pred": 498027, + "n_ref": 522171 + }, + "15": { + "Dice": 0.8653982629853672, + "FN": 39819, + "FP": 3994, + "IoU": 0.762733067254423, + "TN": 71624831, + "TP": 140844, + "n_pred": 144838, + "n_ref": 180663 + }, + "2": { + "Dice": 0.9504488305978301, + "FN": 6794, + "FP": 7812, + "IoU": 0.9055764581151494, + "TN": 71654802, + "TP": 140080, + "n_pred": 147892, + "n_ref": 146874 + }, + "3": { + "Dice": 0.954276432178584, + "FN": 6990, + "FP": 10068, + "IoU": 0.9125513295704465, + "TN": 71614425, + "TP": 178005, + "n_pred": 188073, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7757685900348327, + "FN": 1169, + "FP": 6234, + "IoU": 0.6336780642288089, + "TN": 71789279, + "TP": 12806, + "n_pred": 19040, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8746633320507887, + "FN": 1250, + "FP": 1356, + "IoU": 0.7772459184545688, + "TN": 71797789, + "TP": 9093, + "n_pred": 10449, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9730270653696295, + "FN": 37635, + "FP": 29480, + "IoU": 0.9474709922319838, + "TN": 70531813, + "TP": 1210560, + "n_pred": 1240040, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.9387792584999146, + "FN": 15353, + "FP": 13313, + "IoU": 0.8846220411908893, + "TN": 71561035, + "TP": 219787, + "n_pred": 233100, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9353097010218241, + "FN": 7093, + "FP": 3163, + "IoU": 0.8784805327140454, + "TN": 71725090, + "TP": 74142, + "n_pred": 77305, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8608906693178163, + "FN": 14552, + "FP": 9235, + "IoU": 0.7557577188857286, + "TN": 71712097, + "TP": 73604, + "n_pred": 82839, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9711205058315254, + "FN": 4700, + "FP": 7760, + "IoU": 0.9438622417257629, + "TN": 135223556, + "TP": 209494, + "n_pred": 217254, + "n_ref": 214194 + }, + "10": { + "Dice": 0.8484038872341065, + "FN": 14639, + "FP": 10554, + "IoU": 0.7367199991639583, + "TN": 135349821, + "TP": 70496, + "n_pred": 81050, + "n_ref": 85135 + }, + "11": { + "Dice": 0.6932970192162203, + "FN": 1256, + "FP": 771, + "IoU": 0.5305697081982399, + "TN": 135441192, + "TP": 2291, + "n_pred": 3062, + "n_ref": 3547 + }, + "12": { + "Dice": 0.7344632768361582, + "FN": 1933, + "FP": 652, + "IoU": 0.5803571428571429, + "TN": 135439350, + "TP": 3575, + "n_pred": 4227, + "n_ref": 5508 + }, + "13": { + "Dice": 0.7879194941751395, + "FN": 6553, + "FP": 11761, + "IoU": 0.6500554133068368, + "TN": 135393176, + "TP": 34020, + "n_pred": 45781, + "n_ref": 40573 + }, + "14": { + "Dice": 0.9087047341536625, + "FN": 13595, + "FP": 12410, + "IoU": 0.8326845745536432, + "TN": 135290085, + "TP": 129420, + "n_pred": 141830, + "n_ref": 143015 + }, + "15": { + "Dice": 0.8082478227127705, + "FN": 13806, + "FP": 3984, + "IoU": 0.6782012553587903, + "TN": 135390227, + "TP": 37493, + "n_pred": 41477, + "n_ref": 51299 + }, + "2": { + "Dice": 0.9638605411382396, + "FN": 9923, + "FP": 5046, + "IoU": 0.9302420952070275, + "TN": 135230925, + "TP": 199616, + "n_pred": 204662, + "n_ref": 209539 + }, + "3": { + "Dice": 0.9510024503329356, + "FN": 18061, + "FP": 3455, + "IoU": 0.9065821465786732, + "TN": 135215190, + "TP": 208804, + "n_pred": 212259, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8661283248626196, + "FN": 3269, + "FP": 7109, + "IoU": 0.76386803185438, + "TN": 135401560, + "TP": 33572, + "n_pred": 40681, + "n_ref": 36841 + }, + "5": { + "Dice": 0.6633738750170821, + "FN": 11054, + "FP": 6189, + "IoU": 0.4963047351970321, + "TN": 135411277, + "TP": 16990, + "n_pred": 23179, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9670949700980126, + "FN": 43491, + "FP": 66673, + "IoU": 0.9362864368951523, + "TN": 133716459, + "TP": 1618887, + "n_pred": 1685560, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.9055559174102781, + "FN": 18231, + "FP": 19469, + "IoU": 0.8274117717074332, + "TN": 135227071, + "TP": 180739, + "n_pred": 200208, + "n_ref": 198970 + }, + "8": { + "Dice": 0.9208890576438988, + "FN": 27695, + "FP": 17309, + "IoU": 0.8533775550762694, + "TN": 135138572, + "TP": 261934, + "n_pred": 279243, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8597627569502265, + "FN": 18524, + "FP": 7414, + "IoU": 0.7540209392307109, + "TN": 135340062, + "TP": 79510, + "n_pred": 86924, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9355971518475915, + "FN": 10173, + "FP": 23700, + "IoU": 0.8789878319769644, + "TN": 105474091, + "TP": 246041, + "n_pred": 269741, + "n_ref": 256214 + }, + "10": { + "Dice": 0.42740056940729876, + "FN": 33238, + "FP": 39769, + "IoU": 0.271779679613781, + "TN": 105653751, + "TP": 27247, + "n_pred": 67016, + "n_ref": 60485 + }, + "11": { + "Dice": 0.7094097680558175, + "FN": 588, + "FP": 953, + "IoU": 0.5496785505552308, + "TN": 105750583, + "TP": 1881, + "n_pred": 2834, + "n_ref": 2469 + }, + "12": { + "Dice": 0.6874077717658632, + "FN": 1609, + "FP": 933, + "IoU": 0.5237024545624883, + "TN": 105748668, + "TP": 2795, + "n_pred": 3728, + "n_ref": 4404 + }, + "13": { + "Dice": 0.5551387637349204, + "FN": 41166, + "FP": 22519, + "IoU": 0.3842159716111815, + "TN": 105650584, + "TP": 39736, + "n_pred": 62255, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9529805385851466, + "FN": 12758, + "FP": 5413, + "IoU": 0.9101841691627865, + "TN": 105551691, + "TP": 184143, + "n_pred": 189556, + "n_ref": 196901 + }, + "15": { + "Dice": 0.8652132338879327, + "FN": 5311, + "FP": 1737, + "IoU": 0.7624456503421079, + "TN": 105724336, + "TP": 22621, + "n_pred": 24358, + "n_ref": 27932 + }, + "2": { + "Dice": 0.9405784262125735, + "FN": 9029, + "FP": 9148, + "IoU": 0.8878226095113492, + "TN": 105591967, + "TP": 143861, + "n_pred": 153009, + "n_ref": 152890 + }, + "3": { + "Dice": 0.9518823293953167, + "FN": 7375, + "FP": 9214, + "IoU": 0.9081826936914, + "TN": 105573331, + "TP": 164085, + "n_pred": 173299, + "n_ref": 171460 + }, + "4": { + "Dice": 0.6962193362193362, + "FN": 16730, + "FP": 4322, + "IoU": 0.534000354170356, + "TN": 105708829, + "TP": 24124, + "n_pred": 28446, + "n_ref": 40854 + }, + "5": { + "Dice": 0.767699380371777, + "FN": 2763, + "FP": 3048, + "IoU": 0.6229806007915396, + "TN": 105738592, + "TP": 9602, + "n_pred": 12650, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9625832419474253, + "FN": 66787, + "FP": 47480, + "IoU": 0.9278655221980161, + "TN": 104169922, + "TP": 1469816, + "n_pred": 1517296, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.8813370453892281, + "FN": 18452, + "FP": 48849, + "IoU": 0.7878486024379711, + "TN": 105436774, + "TP": 249930, + "n_pred": 298779, + "n_ref": 268382 + }, + "8": { + "Dice": 0.9028847075360189, + "FN": 3879, + "FP": 14361, + "IoU": 0.8229624668782576, + "TN": 105650976, + "TP": 84789, + "n_pred": 99150, + "n_ref": 88668 + }, + "9": { + "Dice": 0.8368329570655105, + "FN": 11978, + "FP": 12523, + "IoU": 0.71944349020955, + "TN": 105666675, + "TP": 62829, + "n_pred": 75352, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9687330419425177, + "FN": 7793, + "FP": 8052, + "IoU": 0.9393620481812441, + "TN": 96876575, + "TP": 245460, + "n_pred": 253512, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8296754433464194, + "FN": 14513, + "FP": 25749, + "IoU": 0.7089276548368674, + "TN": 96999557, + "TP": 98061, + "n_pred": 123810, + "n_ref": 112574 + }, + "11": { + "Dice": 0.7632211538461539, + "FN": 1021, + "FP": 555, + "IoU": 0.6171039844509232, + "TN": 97133764, + "TP": 2540, + "n_pred": 3095, + "n_ref": 3561 + }, + "12": { + "Dice": 0.8191873836381557, + "FN": 778, + "FP": 873, + "IoU": 0.6937488406603599, + "TN": 97132489, + "TP": 3740, + "n_pred": 4613, + "n_ref": 4518 + }, + "13": { + "Dice": 0.7542963394249009, + "FN": 9736, + "FP": 16428, + "IoU": 0.6055182811911044, + "TN": 97071555, + "TP": 40161, + "n_pred": 56589, + "n_ref": 49897 + }, + "14": { + "Dice": 0.9509971217300818, + "FN": 14513, + "FP": 11246, + "IoU": 0.9065724617443628, + "TN": 96862169, + "TP": 249952, + "n_pred": 261198, + "n_ref": 264465 + }, + "15": { + "Dice": 0.8124213553837857, + "FN": 4294, + "FP": 4054, + "IoU": 0.6840989934155756, + "TN": 97111454, + "TP": 18078, + "n_pred": 22132, + "n_ref": 22372 + }, + "2": { + "Dice": 0.9444830854502798, + "FN": 6964, + "FP": 8441, + "IoU": 0.8948062057851466, + "TN": 96991436, + "TP": 131039, + "n_pred": 139480, + "n_ref": 138003 + }, + "3": { + "Dice": 0.9452299383592325, + "FN": 8645, + "FP": 8717, + "IoU": 0.8961478645771025, + "TN": 96970700, + "TP": 149818, + "n_pred": 158535, + "n_ref": 158463 + }, + "4": { + "Dice": 0.9134280921691533, + "FN": 1630, + "FP": 3273, + "IoU": 0.8406513048847867, + "TN": 97107111, + "TP": 25866, + "n_pred": 29139, + "n_ref": 27496 + }, + "5": { + "Dice": 0.8198530612244898, + "FN": 2079, + "FP": 3438, + "IoU": 0.6947042222345194, + "TN": 97119809, + "TP": 12554, + "n_pred": 15992, + "n_ref": 14633 + }, + "6": { + "Dice": 0.9754289112028608, + "FN": 44430, + "FP": 28919, + "IoU": 0.9520363417125385, + "TN": 95608618, + "TP": 1455913, + "n_pred": 1484832, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.9491318986971161, + "FN": 11118, + "FP": 14943, + "IoU": 0.9031884187181688, + "TN": 96868687, + "TP": 243132, + "n_pred": 258075, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9319969824334519, + "FN": 6984, + "FP": 10684, + "IoU": 0.8726538849646821, + "TN": 96999140, + "TP": 121072, + "n_pred": 131756, + "n_ref": 128056 + }, + "9": { + "Dice": 0.834187460120227, + "FN": 6481, + "FP": 18206, + "IoU": 0.7155416772290462, + "TN": 97051094, + "TP": 62099, + "n_pred": 80305, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9689435674935061, + "FN": 3784, + "FP": 7096, + "IoU": 0.9397580354918191, + "TN": 130586187, + "TP": 169725, + "n_pred": 176821, + "n_ref": 173509 + }, + "10": { + "Dice": 0.8727408798177605, + "FN": 10777, + "FP": 8608, + "IoU": 0.7742149645918748, + "TN": 130680936, + "TP": 66471, + "n_pred": 75079, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7775192849271458, + "FN": 874, + "FP": 943, + "IoU": 0.6360176282051282, + "TN": 130761800, + "TP": 3175, + "n_pred": 4118, + "n_ref": 4049 + }, + "12": { + "Dice": 0.8138528138528138, + "FN": 696, + "FP": 508, + "IoU": 0.6861313868613139, + "TN": 130762956, + "TP": 2632, + "n_pred": 3140, + "n_ref": 3328 + }, + "13": { + "Dice": 0.7598365904028426, + "FN": 19239, + "FP": 7392, + "IoU": 0.6126907023080614, + "TN": 130698033, + "TP": 42128, + "n_pred": 49520, + "n_ref": 61367 + }, + "14": { + "Dice": 0.955355864910108, + "FN": 5908, + "FP": 8440, + "IoU": 0.9145275724234067, + "TN": 130598925, + "TP": 153519, + "n_pred": 161959, + "n_ref": 159427 + }, + "15": { + "Dice": 0.8758025682182986, + "FN": 2600, + "FP": 4828, + "IoU": 0.7790469391397465, + "TN": 130733174, + "TP": 26190, + "n_pred": 31018, + "n_ref": 28790 + }, + "2": { + "Dice": 0.9619871467548124, + "FN": 7138, + "FP": 5443, + "IoU": 0.9267584151268528, + "TN": 130595018, + "TP": 159193, + "n_pred": 164636, + "n_ref": 166331 + }, + "3": { + "Dice": 0.9598557555284214, + "FN": 6080, + "FP": 7301, + "IoU": 0.9228102358207577, + "TN": 130593440, + "TP": 159971, + "n_pred": 167272, + "n_ref": 166051 + }, + "4": { + "Dice": 0.908080404685836, + "FN": 2650, + "FP": 2874, + "IoU": 0.8316366961292289, + "TN": 130733982, + "TP": 27286, + "n_pred": 30160, + "n_ref": 29936 + }, + "5": { + "Dice": 0.7455952148754957, + "FN": 8373, + "FP": 7279, + "IoU": 0.594381673058982, + "TN": 130728204, + "TP": 22936, + "n_pred": 30215, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9667776180238766, + "FN": 25576, + "FP": 64563, + "IoU": 0.9356917106023529, + "TN": 129365122, + "TP": 1311531, + "n_pred": 1376094, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.9324496017568478, + "FN": 23924, + "FP": 37165, + "IoU": 0.8734478515406511, + "TN": 130284074, + "TP": 421629, + "n_pred": 458794, + "n_ref": 445553 + }, + "8": { + "Dice": 0.8985858039784246, + "FN": 10813, + "FP": 38711, + "IoU": 0.8158473054226208, + "TN": 130497863, + "TP": 219405, + "n_pred": 258116, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8879650613077996, + "FN": 13280, + "FP": 9115, + "IoU": 0.7985046426257828, + "TN": 130655648, + "TP": 88749, + "n_pred": 97864, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.917500706538158, + "FN": 12549, + "FP": 21313, + "IoU": 0.8475762636333763, + "TN": 72013851, + "TP": 188295, + "n_pred": 209608, + "n_ref": 200844 + }, + "10": { + "Dice": 0.6558459782588358, + "FN": 27610, + "FP": 9178, + "IoU": 0.48792472265141074, + "TN": 72164167, + "TP": 35053, + "n_pred": 44231, + "n_ref": 62663 + }, + "11": { + "Dice": 0.6914451827242525, + "FN": 1022, + "FP": 464, + "IoU": 0.5284036813709934, + "TN": 72232857, + "TP": 1665, + "n_pred": 2129, + "n_ref": 2687 + }, + "12": { + "Dice": 0.6783751173079501, + "FN": 1541, + "FP": 858, + "IoU": 0.5132886995333739, + "TN": 72231079, + "TP": 2530, + "n_pred": 3388, + "n_ref": 4071 + }, + "13": { + "Dice": 0.6258334729435416, + "FN": 33082, + "FP": 11586, + "IoU": 0.4554276797035014, + "TN": 72153984, + "TP": 37356, + "n_pred": 48942, + "n_ref": 70438 + }, + "14": { + "Dice": 0.6034518372311859, + "FN": 21259, + "FP": 47853, + "IoU": 0.43210241745961314, + "TN": 72114310, + "TP": 52586, + "n_pred": 100439, + "n_ref": 73845 + }, + "15": { + "Dice": 0.6467748518669688, + "FN": 5339, + "FP": 19758, + "IoU": 0.4779506594000915, + "TN": 72187934, + "TP": 22977, + "n_pred": 42735, + "n_ref": 28316 + }, + "2": { + "Dice": 0.9427887163733301, + "FN": 5457, + "FP": 9330, + "IoU": 0.8917694419030192, + "TN": 72099383, + "TP": 121838, + "n_pred": 131168, + "n_ref": 127295 + }, + "3": { + "Dice": 0.9429371098612939, + "FN": 8049, + "FP": 11340, + "IoU": 0.8920350138652233, + "TN": 72056422, + "TP": 160197, + "n_pred": 171537, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 58991, + "IoU": 0.0, + "TN": 72177017, + "TP": 0, + "n_pred": 58991, + "n_ref": 0 + }, + "5": { + "Dice": 0.8230070635721494, + "FN": 71, + "FP": 3437, + "IoU": 0.6992455418381345, + "TN": 72224344, + "TP": 8156, + "n_pred": 11593, + "n_ref": 8227 + }, + "6": { + "Dice": 0.9382199361001324, + "FN": 115623, + "FP": 68248, + "IoU": 0.8836292637235016, + "TN": 70655963, + "TP": 1396174, + "n_pred": 1464422, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.6339294758522888, + "FN": 142127, + "FP": 85548, + "IoU": 0.46405325687544285, + "TN": 71811199, + "TP": 197134, + "n_pred": 282682, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9343938433413437, + "FN": 4200, + "FP": 4700, + "IoU": 0.8768660330109713, + "TN": 72163729, + "TP": 63379, + "n_pred": 68079, + "n_ref": 67579 + }, + "9": { + "Dice": 0.69948026097534, + "FN": 17993, + "FP": 9183, + "IoU": 0.5378467085012669, + "TN": 72177205, + "TP": 31627, + "n_pred": 40810, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.898737044798097, + "FN": 9647, + "FP": 8233, + "IoU": 0.8160966829519156, + "TN": 52455895, + "TP": 79345, + "n_pred": 87578, + "n_ref": 88992 + }, + "10": { + "Dice": 0.49715851103829833, + "FN": 24045, + "FP": 22762, + "IoU": 0.33081234094873185, + "TN": 52483174, + "TP": 23139, + "n_pred": 45901, + "n_ref": 47184 + }, + "11": { + "Dice": 0.03571428571428571, + "FN": 2003, + "FP": 103, + "IoU": 0.01818181818181818, + "TN": 52550975, + "TP": 39, + "n_pred": 142, + "n_ref": 2042 + }, + "12": { + "Dice": 0.12874837027379402, + "FN": 3671, + "FP": 1675, + "IoU": 0.0688033443650932, + "TN": 52547379, + "TP": 395, + "n_pred": 2070, + "n_ref": 4066 + }, + "13": { + "Dice": 0.5059788792845308, + "FN": 8942, + "FP": 15805, + "IoU": 0.3386691608765366, + "TN": 52515700, + "TP": 12673, + "n_pred": 28478, + "n_ref": 21615 + }, + "14": { + "Dice": 0.8728987468890539, + "FN": 5857, + "FP": 8698, + "IoU": 0.7744634694351902, + "TN": 52488585, + "TP": 49980, + "n_pred": 58678, + "n_ref": 55837 + }, + "15": { + "Dice": 0.6277118675388994, + "FN": 8285, + "FP": 11861, + "IoU": 0.45741987611096147, + "TN": 52515990, + "TP": 16984, + "n_pred": 28845, + "n_ref": 25269 + }, + "2": { + "Dice": 0.8637993411734235, + "FN": 28351, + "FP": 5305, + "IoU": 0.7602524558166703, + "TN": 52412739, + "TP": 106725, + "n_pred": 112030, + "n_ref": 135076 + }, + "3": { + "Dice": 0.8974239539876058, + "FN": 10154, + "FP": 20236, + "IoU": 0.8139338390610363, + "TN": 52389791, + "TP": 132939, + "n_pred": 153175, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 871, + "IoU": 0.0, + "TN": 52550369, + "TP": 0, + "n_pred": 871, + "n_ref": 1880 + }, + "5": { + "Dice": 0.8056710517347148, + "FN": 372, + "FP": 2479, + "IoU": 0.674580527337062, + "TN": 52544359, + "TP": 5910, + "n_pred": 8389, + "n_ref": 6282 + }, + "6": { + "Dice": 0.9412994161422549, + "FN": 47734, + "FP": 42701, + "IoU": 0.889108243156249, + "TN": 51737595, + "TP": 725090, + "n_pred": 767791, + "n_ref": 772824 + }, + "7": { + "Dice": 0.6272552657068278, + "FN": 97544, + "FP": 15981, + "IoU": 0.45693510966538303, + "TN": 52344075, + "TP": 95520, + "n_pred": 111501, + "n_ref": 193064 + }, + "8": { + "Dice": 0.9139747129266534, + "FN": 7557, + "FP": 2227, + "IoU": 0.8415777457536553, + "TN": 52491361, + "TP": 51975, + "n_pred": 54202, + "n_ref": 59532 + }, + "9": { + "Dice": 0.841720583932113, + "FN": 13368, + "FP": 10973, + "IoU": 0.7266990781806137, + "TN": 52464057, + "TP": 64722, + "n_pred": 75695, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9747653769969985, + "FN": 10988, + "FP": 3599, + "IoU": 0.9507729793028507, + "TN": 143840929, + "TP": 281734, + "n_pred": 285333, + "n_ref": 292722 + }, + "10": { + "Dice": 0.8832055799760236, + "FN": 13187, + "FP": 9318, + "IoU": 0.7908398933055755, + "TN": 144029653, + "TP": 85092, + "n_pred": 94410, + "n_ref": 98279 + }, + "11": { + "Dice": 0.6310292442081276, + "FN": 3296, + "FP": 590, + "IoU": 0.4609515882924123, + "TN": 144130041, + "TP": 3323, + "n_pred": 3913, + "n_ref": 6619 + }, + "12": { + "Dice": 0.6810228802153432, + "FN": 2357, + "FP": 724, + "IoU": 0.5163265306122449, + "TN": 144130880, + "TP": 3289, + "n_pred": 4013, + "n_ref": 5646 + }, + "13": { + "Dice": 0.8679349186483104, + "FN": 17616, + "FP": 8764, + "IoU": 0.7666828815283244, + "TN": 144024185, + "TP": 86685, + "n_pred": 95449, + "n_ref": 104301 + }, + "14": { + "Dice": 0.9602255924193879, + "FN": 18838, + "FP": 13575, + "IoU": 0.9234941593279627, + "TN": 143713583, + "TP": 391254, + "n_pred": 404829, + "n_ref": 410092 + }, + "15": { + "Dice": 0.8406525483838282, + "FN": 1925, + "FP": 5938, + "IoU": 0.725108376450846, + "TN": 144108646, + "TP": 20741, + "n_pred": 26679, + "n_ref": 22666 + }, + "2": { + "Dice": 0.963300823030347, + "FN": 5193, + "FP": 4929, + "IoU": 0.9291999496383756, + "TN": 143994284, + "TP": 132844, + "n_pred": 137773, + "n_ref": 138037 + }, + "3": { + "Dice": 0.962482921286908, + "FN": 6891, + "FP": 6152, + "IoU": 0.9276791110568953, + "TN": 143956901, + "TP": 167306, + "n_pred": 173458, + "n_ref": 174197 + }, + "4": { + "Dice": 0.927010207566501, + "FN": 2311, + "FP": 5383, + "IoU": 0.8639506303821194, + "TN": 144080697, + "TP": 48859, + "n_pred": 54242, + "n_ref": 51170 + }, + "5": { + "Dice": 0.7609018402789767, + "FN": 10094, + "FP": 3756, + "IoU": 0.6140771288452965, + "TN": 144101362, + "TP": 22038, + "n_pred": 25794, + "n_ref": 32132 + }, + "6": { + "Dice": 0.9777252103057668, + "FN": 33896, + "FP": 26463, + "IoU": 0.9564211307589896, + "TN": 142752198, + "TP": 1324693, + "n_pred": 1351156, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.9441915818028104, + "FN": 16204, + "FP": 11323, + "IoU": 0.8942830588669043, + "TN": 143876866, + "TP": 232857, + "n_pred": 244180, + "n_ref": 249061 + }, + "8": { + "Dice": 0.8996507060175254, + "FN": 14181, + "FP": 33768, + "IoU": 0.8176046560283013, + "TN": 143874365, + "TP": 214936, + "n_pred": 248704, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8896679662935479, + "FN": 9575, + "FP": 11479, + "IoU": 0.8012629909664996, + "TN": 144031311, + "TP": 84885, + "n_pred": 96364, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9674394629866098, + "FN": 7558, + "FP": 6339, + "IoU": 0.9369324396077168, + "TN": 111558569, + "TP": 206454, + "n_pred": 212793, + "n_ref": 214012 + }, + "10": { + "Dice": 0.7056249777069685, + "FN": 16328, + "FP": 8431, + "IoU": 0.5451472452372642, + "TN": 111724487, + "TP": 29674, + "n_pred": 38105, + "n_ref": 46002 + }, + "11": { + "Dice": 0.7436260623229461, + "FN": 1170, + "FP": 640, + "IoU": 0.5918827508455468, + "TN": 111774485, + "TP": 2625, + "n_pred": 3265, + "n_ref": 3795 + }, + "12": { + "Dice": 0.7185567010309278, + "FN": 1872, + "FP": 312, + "IoU": 0.5607401448109413, + "TN": 111773948, + "TP": 2788, + "n_pred": 3100, + "n_ref": 4660 + }, + "13": { + "Dice": 0.7735676826976428, + "FN": 9723, + "FP": 15579, + "IoU": 0.6307463296459531, + "TN": 111710398, + "TP": 43220, + "n_pred": 58799, + "n_ref": 52943 + }, + "14": { + "Dice": 0.8754759030550655, + "FN": 11838, + "FP": 10959, + "IoU": 0.7785301403798514, + "TN": 111675985, + "TP": 80138, + "n_pred": 91097, + "n_ref": 91976 + }, + "15": { + "Dice": 0.7647246099968164, + "FN": 2325, + "FP": 2848, + "IoU": 0.6190721649484536, + "TN": 111765340, + "TP": 8407, + "n_pred": 11255, + "n_ref": 10732 + }, + "2": { + "Dice": 0.9660278597332723, + "FN": 7727, + "FP": 6240, + "IoU": 0.9342880935690123, + "TN": 111566371, + "TP": 198582, + "n_pred": 204822, + "n_ref": 206309 + }, + "3": { + "Dice": 0.9372325809617272, + "FN": 3749, + "FP": 4246, + "IoU": 0.8818792937873975, + "TN": 111711235, + "TP": 59690, + "n_pred": 63936, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8728682170542635, + "FN": 2352, + "FP": 2404, + "IoU": 0.7744154057771664, + "TN": 111757837, + "TP": 16327, + "n_pred": 18731, + "n_ref": 18679 + }, + "5": { + "Dice": 0.7022348907340852, + "FN": 9417, + "FP": 4999, + "IoU": 0.5411109342670699, + "TN": 111747505, + "TP": 16999, + "n_pred": 21998, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9721592312806432, + "FN": 24746, + "FP": 44559, + "IoU": 0.9458266891786261, + "TN": 110499600, + "TP": 1210015, + "n_pred": 1254574, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.9196321246659807, + "FN": 25705, + "FP": 11469, + "IoU": 0.8512212790311413, + "TN": 111529059, + "TP": 212687, + "n_pred": 224156, + "n_ref": 238392 + }, + "8": { + "Dice": 0.9088732932762786, + "FN": 32351, + "FP": 16757, + "IoU": 0.8329676908058762, + "TN": 111484917, + "TP": 244895, + "n_pred": 261652, + "n_ref": 277246 + }, + "9": { + "Dice": 0.8608527834624252, + "FN": 13876, + "FP": 7610, + "IoU": 0.7556993257456026, + "TN": 111690971, + "TP": 66463, + "n_pred": 74073, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9159149157990761, + "FN": 7269, + "FP": 21766, + "IoU": 0.8448736442806005, + "TN": 198900705, + "TP": 158135, + "n_pred": 179901, + "n_ref": 165404 + }, + "10": { + "Dice": 0.773947276282867, + "FN": 17812, + "FP": 8659, + "IoU": 0.6312512189006213, + "TN": 199016089, + "TP": 45315, + "n_pred": 53974, + "n_ref": 63127 + }, + "11": { + "Dice": 0.7384919165741084, + "FN": 1443, + "FP": 676, + "IoU": 0.5854040305224026, + "TN": 199082764, + "TP": 2992, + "n_pred": 3668, + "n_ref": 4435 + }, + "12": { + "Dice": 0.7294082216533655, + "FN": 913, + "FP": 884, + "IoU": 0.5740696847594217, + "TN": 199083656, + "TP": 2422, + "n_pred": 3306, + "n_ref": 3335 + }, + "13": { + "Dice": 0.5368862716231138, + "FN": 17360, + "FP": 14097, + "IoU": 0.36694773701475114, + "TN": 199038184, + "TP": 18234, + "n_pred": 32331, + "n_ref": 35594 + }, + "14": { + "Dice": 0.5902747465173416, + "FN": 23283, + "FP": 9570, + "IoU": 0.4187161612229732, + "TN": 199031357, + "TP": 23665, + "n_pred": 33235, + "n_ref": 46948 + }, + "15": { + "Dice": 0.8694494385157842, + "FN": 29514, + "FP": 3235, + "IoU": 0.7690495835713429, + "TN": 198946074, + "TP": 109052, + "n_pred": 112287, + "n_ref": 138566 + }, + "2": { + "Dice": 0.9382731751476678, + "FN": 4167, + "FP": 12334, + "IoU": 0.8837237161057557, + "TN": 198945963, + "TP": 125411, + "n_pred": 137745, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9572816524660899, + "FN": 7491, + "FP": 4231, + "IoU": 0.9180634969453804, + "TN": 198944813, + "TP": 131340, + "n_pred": 135571, + "n_ref": 138831 + }, + "4": { + "Dice": 0.8520582530250316, + "FN": 3283, + "FP": 1522, + "IoU": 0.7422486857633301, + "TN": 199069233, + "TP": 13837, + "n_pred": 15359, + "n_ref": 17120 + }, + "5": { + "Dice": 0.6924936865294719, + "FN": 7180, + "FP": 4266, + "IoU": 0.5296293252239664, + "TN": 199063541, + "TP": 12888, + "n_pred": 17154, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9637409096823946, + "FN": 51489, + "FP": 31547, + "IoU": 0.9300192574301234, + "TN": 197901320, + "TP": 1103519, + "n_pred": 1135066, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.9062201578588365, + "FN": 16677, + "FP": 12195, + "IoU": 0.8285215387447957, + "TN": 198919504, + "TP": 139499, + "n_pred": 151694, + "n_ref": 156176 + }, + "8": { + "Dice": 0.9088066788069282, + "FN": 9061, + "FP": 12873, + "IoU": 0.8328557929710123, + "TN": 198956647, + "TP": 109294, + "n_pred": 122167, + "n_ref": 118355 + }, + "9": { + "Dice": 0.9126007408458561, + "FN": 10149, + "FP": 7712, + "IoU": 0.8392508392508392, + "TN": 198976764, + "TP": 93250, + "n_pred": 100962, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9454840216525155, + "FN": 12330, + "FP": 7510, + "IoU": 0.8966047372123929, + "TN": 130883307, + "TP": 172045, + "n_pred": 179555, + "n_ref": 184375 + }, + "10": { + "Dice": 0.84198148762324, + "FN": 12906, + "FP": 13299, + "IoU": 0.7270881066444491, + "TN": 130979172, + "TP": 69815, + "n_pred": 83114, + "n_ref": 82721 + }, + "11": { + "Dice": 0.6230351529008288, + "FN": 1891, + "FP": 747, + "IoU": 0.45246990452469904, + "TN": 131070374, + "TP": 2180, + "n_pred": 2927, + "n_ref": 4071 + }, + "12": { + "Dice": 0.7839620696763554, + "FN": 832, + "FP": 1264, + "IoU": 0.6446855399220207, + "TN": 131069293, + "TP": 3803, + "n_pred": 5067, + "n_ref": 4635 + }, + "13": { + "Dice": 0.616280521870584, + "FN": 43276, + "FP": 15105, + "IoU": 0.4453796680695021, + "TN": 130969929, + "TP": 46882, + "n_pred": 61987, + "n_ref": 90158 + }, + "14": { + "Dice": 0.9044295805890182, + "FN": 3608, + "FP": 7594, + "IoU": 0.8255330415686764, + "TN": 131010985, + "TP": 53005, + "n_pred": 60599, + "n_ref": 56613 + }, + "15": { + "Dice": 0.8625615682937605, + "FN": 1223, + "FP": 7176, + "IoU": 0.7583369299381384, + "TN": 131040437, + "TP": 26356, + "n_pred": 33532, + "n_ref": 27579 + }, + "2": { + "Dice": 0.9337967459932006, + "FN": 6441, + "FP": 15369, + "IoU": 0.8758149466192171, + "TN": 130899567, + "TP": 153815, + "n_pred": 169184, + "n_ref": 160256 + }, + "3": { + "Dice": 0.9467362513440508, + "FN": 9570, + "FP": 10740, + "IoU": 0.8988596185448932, + "TN": 130874382, + "TP": 180500, + "n_pred": 191240, + "n_ref": 190070 + }, + "4": { + "Dice": 0.824063883099548, + "FN": 20295, + "FP": 2244, + "IoU": 0.7007726620997292, + "TN": 130999868, + "TP": 52785, + "n_pred": 55029, + "n_ref": 73080 + }, + "5": { + "Dice": 0.769025565024083, + "FN": 4321, + "FP": 1913, + "IoU": 0.624729111485673, + "TN": 131058580, + "TP": 10378, + "n_pred": 12291, + "n_ref": 14699 + }, + "6": { + "Dice": 0.972087733661267, + "FN": 49059, + "FP": 32425, + "IoU": 0.945691344966332, + "TN": 129574805, + "TP": 1418903, + "n_pred": 1451328, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.9254117038723103, + "FN": 46986, + "FP": 70720, + "IoU": 0.8611779108399547, + "TN": 130227301, + "TP": 730185, + "n_pred": 800905, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9236618715228188, + "FN": 7572, + "FP": 12365, + "IoU": 0.8581521429791109, + "TN": 130934640, + "TP": 120615, + "n_pred": 132980, + "n_ref": 128187 + }, + "9": { + "Dice": 0.7343469179579346, + "FN": 20189, + "FP": 12625, + "IoU": 0.580211851396991, + "TN": 130997024, + "TP": 45354, + "n_pred": 57979, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9817960544957103, + "FN": 4174, + "FP": 3664, + "IoU": 0.9642430269796809, + "TN": 101397998, + "TP": 211364, + "n_pred": 215028, + "n_ref": 215538 + }, + "10": { + "Dice": 0.8550806087253573, + "FN": 7025, + "FP": 6126, + "IoU": 0.746847870026372, + "TN": 101565251, + "TP": 38798, + "n_pred": 44924, + "n_ref": 45823 + }, + "11": { + "Dice": 0.8214247683952721, + "FN": 1102, + "FP": 575, + "IoU": 0.6969642211781713, + "TN": 101611666, + "TP": 3857, + "n_pred": 4432, + "n_ref": 4959 + }, + "12": { + "Dice": 0.7807464393388086, + "FN": 1735, + "FP": 374, + "IoU": 0.6403478854024557, + "TN": 101611336, + "TP": 3755, + "n_pred": 4129, + "n_ref": 5490 + }, + "13": { + "Dice": 0.8918314381687956, + "FN": 2869, + "FP": 11010, + "IoU": 0.8047795875882634, + "TN": 101546106, + "TP": 57215, + "n_pred": 68225, + "n_ref": 60084 + }, + "14": { + "Dice": 0.9371157156910969, + "FN": 805, + "FP": 7377, + "IoU": 0.8816723791343081, + "TN": 101548053, + "TP": 60965, + "n_pred": 68342, + "n_ref": 61770 + }, + "15": { + "Dice": 0.903122001623736, + "FN": 2675, + "FP": 3888, + "IoU": 0.8233568391021155, + "TN": 101580046, + "TP": 30591, + "n_pred": 34479, + "n_ref": 33266 + }, + "2": { + "Dice": 0.9649937962606426, + "FN": 3182, + "FP": 9091, + "IoU": 0.9323555673137339, + "TN": 101435766, + "TP": 169161, + "n_pred": 178252, + "n_ref": 172343 + }, + "3": { + "Dice": 0.964319571259601, + "FN": 8693, + "FP": 3464, + "IoU": 0.9310976093585283, + "TN": 101440762, + "TP": 164281, + "n_pred": 167745, + "n_ref": 172974 + }, + "4": { + "Dice": 0.8299975756269699, + "FN": 807, + "FP": 5504, + "IoU": 0.7093981673343464, + "TN": 101595483, + "TP": 15406, + "n_pred": 20910, + "n_ref": 16213 + }, + "5": { + "Dice": 0.8118388168030402, + "FN": 6658, + "FP": 4334, + "IoU": 0.6832733035585651, + "TN": 101582495, + "TP": 23713, + "n_pred": 28047, + "n_ref": 30371 + }, + "6": { + "Dice": 0.9856275522315825, + "FN": 32779, + "FP": 10994, + "IoU": 0.9716623853496092, + "TN": 100072504, + "TP": 1500923, + "n_pred": 1511917, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.9667780730252514, + "FN": 24163, + "FP": 3580, + "IoU": 0.9356925630255997, + "TN": 101185788, + "TP": 403669, + "n_pred": 407249, + "n_ref": 427832 + }, + "8": { + "Dice": 0.9583022008992358, + "FN": 12626, + "FP": 6460, + "IoU": 0.9199426184124427, + "TN": 101378796, + "TP": 219318, + "n_pred": 225778, + "n_ref": 231944 + }, + "9": { + "Dice": 0.9331588508054879, + "FN": 2915, + "FP": 8271, + "IoU": 0.8746933425937335, + "TN": 101527931, + "TP": 78083, + "n_pred": 86354, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9755063734749397, + "FN": 6301, + "FP": 4008, + "IoU": 0.9521839357690506, + "TN": 118966615, + "TP": 205288, + "n_pred": 209296, + "n_ref": 211589 + }, + "10": { + "Dice": 0.8703131264792995, + "FN": 13458, + "FP": 6596, + "IoU": 0.7704020882945595, + "TN": 119094868, + "TP": 67290, + "n_pred": 73886, + "n_ref": 80748 + }, + "11": { + "Dice": 0.6739679865206403, + "FN": 1638, + "FP": 684, + "IoU": 0.5082592121982211, + "TN": 119177490, + "TP": 2400, + "n_pred": 3084, + "n_ref": 4038 + }, + "12": { + "Dice": 0.7382500920358326, + "FN": 1127, + "FP": 1006, + "IoU": 0.5851001750632173, + "TN": 119177071, + "TP": 3008, + "n_pred": 4014, + "n_ref": 4135 + }, + "13": { + "Dice": 0.7803587180241106, + "FN": 3881, + "FP": 12553, + "IoU": 0.6398264223722275, + "TN": 119136584, + "TP": 29194, + "n_pred": 41747, + "n_ref": 33075 + }, + "14": { + "Dice": 0.14411873086062085, + "FN": 60196, + "FP": 7161, + "IoU": 0.07765514597140823, + "TN": 119109184, + "TP": 5671, + "n_pred": 12832, + "n_ref": 65867 + }, + "15": { + "Dice": 0.7924288940197397, + "FN": 5104, + "FP": 3077, + "IoU": 0.6562171702315418, + "TN": 119158415, + "TP": 15616, + "n_pred": 18693, + "n_ref": 20720 + }, + "2": { + "Dice": 0.9498813397278759, + "FN": 11171, + "FP": 8068, + "IoU": 0.9045466723557954, + "TN": 118980658, + "TP": 182315, + "n_pred": 190383, + "n_ref": 193486 + }, + "3": { + "Dice": 0.9660471811563787, + "FN": 9426, + "FP": 3759, + "IoU": 0.9343242395110556, + "TN": 118981453, + "TP": 187574, + "n_pred": 191333, + "n_ref": 197000 + }, + "4": { + "Dice": 0.8725723415586721, + "FN": 6473, + "FP": 4294, + "IoU": 0.7739497386156075, + "TN": 119134581, + "TP": 36864, + "n_pred": 41158, + "n_ref": 43337 + }, + "5": { + "Dice": 0.8885312552939183, + "FN": 1987, + "FP": 1961, + "IoU": 0.7994208199969517, + "TN": 119162529, + "TP": 15735, + "n_pred": 17696, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9716297811108783, + "FN": 55540, + "FP": 42764, + "IoU": 0.9448248921098316, + "TN": 117400539, + "TP": 1683369, + "n_pred": 1726133, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.9484428151124763, + "FN": 23131, + "FP": 6712, + "IoU": 0.901941262675052, + "TN": 118877874, + "TP": 274495, + "n_pred": 281207, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9651523159715548, + "FN": 1817, + "FP": 3985, + "IoU": 0.9326515687936018, + "TN": 119096063, + "TP": 80347, + "n_pred": 84332, + "n_ref": 82164 + }, + "9": { + "Dice": 0.9240180867098147, + "FN": 7356, + "FP": 5499, + "IoU": 0.8587673038892552, + "TN": 119091192, + "TP": 78165, + "n_pred": 83664, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 47465, + "IoU": 0.0, + "TN": 61285015, + "TP": 0, + "n_pred": 47465, + "n_ref": 0 + }, + "10": { + "Dice": 0.7967980961652875, + "FN": 4964, + "FP": 10064, + "IoU": 0.6622314123887441, + "TN": 61287988, + "TP": 29464, + "n_pred": 39528, + "n_ref": 34428 + }, + "11": { + "Dice": 0.8311289560699102, + "FN": 345, + "FP": 1085, + "IoU": 0.7110527379268539, + "TN": 61327531, + "TP": 3519, + "n_pred": 4604, + "n_ref": 3864 + }, + "12": { + "Dice": 0.798055038278502, + "FN": 993, + "FP": 959, + "IoU": 0.6639697021862627, + "TN": 61326671, + "TP": 3857, + "n_pred": 4816, + "n_ref": 4850 + }, + "13": { + "Dice": 0.6131652972092679, + "FN": 19563, + "FP": 22243, + "IoU": 0.4421329347869601, + "TN": 61257541, + "TP": 33133, + "n_pred": 55376, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9584460035116054, + "FN": 11832, + "FP": 10604, + "IoU": 0.9202076961377054, + "TN": 61051300, + "TP": 258744, + "n_pred": 269348, + "n_ref": 270576 + }, + "15": { + "Dice": 0.8698549836303225, + "FN": 8823, + "FP": 17930, + "IoU": 0.7696843953924827, + "TN": 61216322, + "TP": 89405, + "n_pred": 107335, + "n_ref": 98228 + }, + "2": { + "Dice": 0.9593192501210371, + "FN": 4407, + "FP": 8869, + "IoU": 0.9218189634358198, + "TN": 61162669, + "TP": 156535, + "n_pred": 165404, + "n_ref": 160942 + }, + "3": { + "Dice": 0.9594520831756227, + "FN": 8240, + "FP": 1937, + "IoU": 0.9220642967637194, + "TN": 61201898, + "TP": 120405, + "n_pred": 122342, + "n_ref": 128645 + }, + "4": { + "Dice": 0.9534378597794737, + "FN": 2024, + "FP": 1899, + "IoU": 0.9110188713482127, + "TN": 61288392, + "TP": 40165, + "n_pred": 42064, + "n_ref": 42189 + }, + "5": { + "Dice": 0.7843059936908517, + "FN": 616, + "FP": 3760, + "IoU": 0.645150827116445, + "TN": 61320148, + "TP": 7956, + "n_pred": 11716, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9714318698127755, + "FN": 28020, + "FP": 41270, + "IoU": 0.9444506798358132, + "TN": 60085120, + "TP": 1178070, + "n_pred": 1219340, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.5297869904993808, + "FN": 127859, + "FP": 7702, + "IoU": 0.3603470973769517, + "TN": 61120551, + "TP": 76368, + "n_pred": 84070, + "n_ref": 204227 + }, + "8": { + "Dice": 0.9376245012604375, + "FN": 2431, + "FP": 8184, + "IoU": 0.8825735367324137, + "TN": 61242083, + "TP": 79782, + "n_pred": 87966, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8576795326995762, + "FN": 7211, + "FP": 11428, + "IoU": 0.7508221705301997, + "TN": 61257678, + "TP": 56163, + "n_pred": 67591, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9808790299660353, + "FN": 2869, + "FP": 3926, + "IoU": 0.9624755635568416, + "TN": 148926418, + "TP": 174287, + "n_pred": 178213, + "n_ref": 177156 + }, + "10": { + "Dice": 0.8913629262768693, + "FN": 7470, + "FP": 8455, + "IoU": 0.8040168846991643, + "TN": 149026243, + "TP": 65332, + "n_pred": 73787, + "n_ref": 72802 + }, + "11": { + "Dice": 0.8094864758918071, + "FN": 539, + "FP": 433, + "IoU": 0.6799473164306882, + "TN": 149104463, + "TP": 2065, + "n_pred": 2498, + "n_ref": 2604 + }, + "12": { + "Dice": 0.6190476190476191, + "FN": 1031, + "FP": 281, + "IoU": 0.4482758620689655, + "TN": 149105122, + "TP": 1066, + "n_pred": 1347, + "n_ref": 2097 + }, + "13": { + "Dice": 0.7512138206180135, + "FN": 24490, + "FP": 15170, + "IoU": 0.6015552005786793, + "TN": 149007963, + "TP": 59877, + "n_pred": 75047, + "n_ref": 84367 + }, + "14": { + "Dice": 0.9279238221874313, + "FN": 6532, + "FP": 6911, + "IoU": 0.865539073987017, + "TN": 149007523, + "TP": 86534, + "n_pred": 93445, + "n_ref": 93066 + }, + "15": { + "Dice": 0.9099282312345015, + "FN": 3367, + "FP": 3498, + "IoU": 0.834741580607111, + "TN": 149065959, + "TP": 34676, + "n_pred": 38174, + "n_ref": 38043 + }, + "2": { + "Dice": 0.9498795521740602, + "FN": 2631, + "FP": 13660, + "IoU": 0.9045434303660995, + "TN": 148936836, + "TP": 154373, + "n_pred": 168033, + "n_ref": 157004 + }, + "3": { + "Dice": 0.7913732552904097, + "FN": 16145, + "FP": 7023, + "IoU": 0.654770597088319, + "TN": 149040391, + "TP": 43941, + "n_pred": 50964, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9309401709401709, + "FN": 1326, + "FP": 2310, + "IoU": 0.8708026862807803, + "TN": 149079357, + "TP": 24507, + "n_pred": 26817, + "n_ref": 25833 + }, + "5": { + "Dice": 0.621911548292154, + "FN": 17657, + "FP": 1869, + "IoU": 0.45128565406772514, + "TN": 149071915, + "TP": 16059, + "n_pred": 17928, + "n_ref": 33716 + }, + "6": { + "Dice": 0.976498303025715, + "FN": 22513, + "FP": 29643, + "IoU": 0.9540759003257903, + "TN": 147971800, + "TP": 1083544, + "n_pred": 1113187, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.9480992078719692, + "FN": 19415, + "FP": 8582, + "IoU": 0.9013199866062774, + "TN": 148823785, + "TP": 255718, + "n_pred": 264300, + "n_ref": 275133 + }, + "8": { + "Dice": 0.9639382573950642, + "FN": 8810, + "FP": 7670, + "IoU": 0.9303868850243097, + "TN": 148870763, + "TP": 220257, + "n_pred": 227927, + "n_ref": 229067 + }, + "9": { + "Dice": 0.9054875867496601, + "FN": 11551, + "FP": 4301, + "IoU": 0.8272976859720225, + "TN": 149015712, + "TP": 75936, + "n_pred": 80237, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9818461293827684, + "FN": 14956, + "FP": 3539, + "IoU": 0.9643396324639492, + "TN": 100194157, + "TP": 500148, + "n_pred": 503687, + "n_ref": 515104 + }, + "10": { + "Dice": 0.6315760957902151, + "FN": 15157, + "FP": 12043, + "IoU": 0.4615354159242982, + "TN": 100662286, + "TP": 23314, + "n_pred": 35357, + "n_ref": 38471 + }, + "11": { + "Dice": 0.5929616941762691, + "FN": 1577, + "FP": 1037, + "IoU": 0.4214254094732182, + "TN": 100708282, + "TP": 1904, + "n_pred": 2941, + "n_ref": 3481 + }, + "12": { + "Dice": 0.6434494195688225, + "FN": 2575, + "FP": 1080, + "IoU": 0.4743276283618582, + "TN": 100705847, + "TP": 3298, + "n_pred": 4378, + "n_ref": 5873 + }, + "13": { + "Dice": 0.01170046801872075, + "FN": 38915, + "FP": 1629, + "IoU": 0.005884660651235779, + "TN": 100672016, + "TP": 240, + "n_pred": 1869, + "n_ref": 39155 + }, + "14": { + "Dice": 0.8525440222268834, + "FN": 29927, + "FP": 12956, + "IoU": 0.7429862571995373, + "TN": 100545949, + "TP": 123968, + "n_pred": 136924, + "n_ref": 153895 + }, + "15": { + "Dice": 0.9104099727498272, + "FN": 5729, + "FP": 11893, + "IoU": 0.835552776714975, + "TN": 100605641, + "TP": 89537, + "n_pred": 101430, + "n_ref": 95266 + }, + "2": { + "Dice": 0.9067404699182152, + "FN": 29046, + "FP": 12940, + "IoU": 0.8293917820687862, + "TN": 100466704, + "TP": 204110, + "n_pred": 217050, + "n_ref": 233156 + }, + "3": { + "Dice": 0.9126027929464073, + "FN": 12536, + "FP": 27956, + "IoU": 0.8392543102250487, + "TN": 100460899, + "TP": 211409, + "n_pred": 239365, + "n_ref": 223945 + }, + "4": { + "Dice": 0.7284926313856406, + "FN": 2115, + "FP": 39282, + "IoU": 0.5729362246476984, + "TN": 100615866, + "TP": 55537, + "n_pred": 94819, + "n_ref": 57652 + }, + "5": { + "Dice": 0.6636178471234772, + "FN": 7839, + "FP": 914, + "IoU": 0.4965779030310002, + "TN": 100695413, + "TP": 8634, + "n_pred": 9548, + "n_ref": 16473 + }, + "6": { + "Dice": 0.9521934702029727, + "FN": 122003, + "FP": 74414, + "IoU": 0.9087493188150145, + "TN": 98560301, + "TP": 1956082, + "n_pred": 2030496, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.8142689527688919, + "FN": 25171, + "FP": 41947, + "IoU": 0.6867231440640388, + "TN": 100498555, + "TP": 147127, + "n_pred": 189074, + "n_ref": 172298 + }, + "8": { + "Dice": 0.9441580205309476, + "FN": 2897, + "FP": 9299, + "IoU": 0.8942228466855741, + "TN": 100597501, + "TP": 103103, + "n_pred": 112402, + "n_ref": 106000 + }, + "9": { + "Dice": 0.817050695469591, + "FN": 12745, + "FP": 27161, + "IoU": 0.690689526880387, + "TN": 100583784, + "TP": 89110, + "n_pred": 116271, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.972850134514955, + "FN": 991, + "FP": 3298, + "IoU": 0.9471355322190997, + "TN": 78869568, + "TP": 76843, + "n_pred": 80141, + "n_ref": 77834 + }, + "10": { + "Dice": 0.7896470836298464, + "FN": 8984, + "FP": 6978, + "IoU": 0.6524106092940203, + "TN": 78904778, + "TP": 29960, + "n_pred": 36938, + "n_ref": 38944 + }, + "11": { + "Dice": 0.6061529089247639, + "FN": 373, + "FP": 920, + "IoU": 0.4348776223776224, + "TN": 78948412, + "TP": 995, + "n_pred": 1915, + "n_ref": 1368 + }, + "12": { + "Dice": 0.3814756671899529, + "FN": 1831, + "FP": 533, + "IoU": 0.23569350145489815, + "TN": 78947607, + "TP": 729, + "n_pred": 1262, + "n_ref": 2560 + }, + "13": { + "Dice": 0.5293679626328497, + "FN": 35945, + "FP": 5769, + "IoU": 0.3599594930493755, + "TN": 78885526, + "TP": 23460, + "n_pred": 29229, + "n_ref": 59405 + }, + "14": { + "Dice": 0.6597724475917011, + "FN": 11989, + "FP": 3770, + "IoU": 0.49228390089886914, + "TN": 78919661, + "TP": 15280, + "n_pred": 19050, + "n_ref": 27269 + }, + "15": { + "Dice": 0.9112099553503217, + "FN": 5446, + "FP": 5014, + "IoU": 0.8369014391966694, + "TN": 78886567, + "TP": 53673, + "n_pred": 58687, + "n_ref": 59119 + }, + "2": { + "Dice": 0.9417829489462134, + "FN": 9141, + "FP": 2107, + "IoU": 0.8899714363970732, + "TN": 78848472, + "TP": 90980, + "n_pred": 93087, + "n_ref": 100121 + }, + "3": { + "Dice": 0.968393296613149, + "FN": 2044, + "FP": 3350, + "IoU": 0.9387233462460381, + "TN": 78862673, + "TP": 82633, + "n_pred": 85983, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8990194761584956, + "FN": 395, + "FP": 3364, + "IoU": 0.8165625609994144, + "TN": 78930208, + "TP": 16733, + "n_pred": 20097, + "n_ref": 17128 + }, + "5": { + "Dice": 0.5803838364355289, + "FN": 19753, + "FP": 2002, + "IoU": 0.40883152173913045, + "TN": 78913900, + "TP": 15045, + "n_pred": 17047, + "n_ref": 34798 + }, + "6": { + "Dice": 0.9659249001286214, + "FN": 26322, + "FP": 21709, + "IoU": 0.9340955025885123, + "TN": 78221903, + "TP": 680766, + "n_pred": 702475, + "n_ref": 707088 + }, + "7": { + "Dice": 0.9274987123824041, + "FN": 73724, + "FP": 27487, + "IoU": 0.8647996259684745, + "TN": 78202100, + "TP": 647389, + "n_pred": 674876, + "n_ref": 721113 + }, + "8": { + "Dice": 0.9338989685944603, + "FN": 38870, + "FP": 2499, + "IoU": 0.8759948082624166, + "TN": 78617093, + "TP": 292238, + "n_pred": 294737, + "n_ref": 331108 + }, + "9": { + "Dice": 0.7545270059319388, + "FN": 18380, + "FP": 6780, + "IoU": 0.6058156295042928, + "TN": 78886872, + "TP": 38668, + "n_pred": 45448, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9830571676520041, + "FN": 3204, + "FP": 1794, + "IoU": 0.9666788892963099, + "TN": 104854445, + "TP": 144997, + "n_pred": 146791, + "n_ref": 148201 + }, + "10": { + "Dice": 0.9062627725292819, + "FN": 9628, + "FP": 6426, + "IoU": 0.8285927824044416, + "TN": 104910780, + "TP": 77606, + "n_pred": 84032, + "n_ref": 87234 + }, + "11": { + "Dice": 0.8639244438921337, + "FN": 855, + "FP": 240, + "IoU": 0.76044629183986, + "TN": 104999869, + "TP": 3476, + "n_pred": 3716, + "n_ref": 4331 + }, + "12": { + "Dice": 0.7701799485861183, + "FN": 1088, + "FP": 1147, + "IoU": 0.6262541806020067, + "TN": 104998460, + "TP": 3745, + "n_pred": 4892, + "n_ref": 4833 + }, + "13": { + "Dice": 0.9162800183551726, + "FN": 5934, + "FP": 7202, + "IoU": 0.8454951776052694, + "TN": 104919420, + "TP": 71884, + "n_pred": 79086, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9639360828649024, + "FN": 1403, + "FP": 3736, + "IoU": 0.9303828334552549, + "TN": 104930622, + "TP": 68679, + "n_pred": 72415, + "n_ref": 70082 + }, + "15": { + "Dice": 0.9224995921031164, + "FN": 1744, + "FP": 2056, + "IoU": 0.8561477892186553, + "TN": 104978024, + "TP": 22616, + "n_pred": 24672, + "n_ref": 24360 + }, + "2": { + "Dice": 0.9775501192263535, + "FN": 4718, + "FP": 2908, + "IoU": 0.9560861002660401, + "TN": 104830782, + "TP": 166032, + "n_pred": 168940, + "n_ref": 170750 + }, + "3": { + "Dice": 0.9825843904536659, + "FN": 2733, + "FP": 2613, + "IoU": 0.9657650042265427, + "TN": 104848284, + "TP": 150810, + "n_pred": 153423, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 105004403, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "5": { + "Dice": 0.7649637338379061, + "FN": 5823, + "FP": 9083, + "IoU": 0.6193856446135383, + "TN": 104965277, + "TP": 24257, + "n_pred": 33340, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9830920252657306, + "FN": 22733, + "FP": 18996, + "IoU": 0.9667463031968303, + "TN": 103749572, + "TP": 1213139, + "n_pred": 1232135, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.9667810434229711, + "FN": 9620, + "FP": 5531, + "IoU": 0.9356981279416695, + "TN": 104768817, + "TP": 220472, + "n_pred": 226003, + "n_ref": 230092 + }, + "8": { + "Dice": 0.9663791566827362, + "FN": 11067, + "FP": 13642, + "IoU": 0.934945500500237, + "TN": 104624620, + "TP": 355111, + "n_pred": 368753, + "n_ref": 366178 + }, + "9": { + "Dice": 0.9275631152111385, + "FN": 9546, + "FP": 3575, + "IoU": 0.8649116123917676, + "TN": 104907311, + "TP": 84008, + "n_pred": 87583, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.987917988331203, + "FN": 8096, + "FP": 1933, + "IoU": 0.9761244414395326, + "TN": 177256235, + "TP": 410024, + "n_pred": 411957, + "n_ref": 418120 + }, + "10": { + "Dice": 0.8313761467889909, + "FN": 17589, + "FP": 4467, + "IoU": 0.7114146647825405, + "TN": 177599860, + "TP": 54372, + "n_pred": 58839, + "n_ref": 71961 + }, + "11": { + "Dice": 0.7946868201076377, + "FN": 1273, + "FP": 520, + "IoU": 0.6593197795933878, + "TN": 177671025, + "TP": 3470, + "n_pred": 3990, + "n_ref": 4743 + }, + "12": { + "Dice": 0.7769012306721363, + "FN": 1505, + "FP": 616, + "IoU": 0.6351909184726522, + "TN": 177670474, + "TP": 3693, + "n_pred": 4309, + "n_ref": 5198 + }, + "13": { + "Dice": 0.8933763221901692, + "FN": 6010, + "FP": 10955, + "IoU": 0.8072991208341852, + "TN": 177588250, + "TP": 71073, + "n_pred": 82028, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9572471460109275, + "FN": 2749, + "FP": 3816, + "IoU": 0.918000024980952, + "TN": 177596227, + "TP": 73496, + "n_pred": 77312, + "n_ref": 76245 + }, + "15": { + "Dice": 0.8783218503937008, + "FN": 1752, + "FP": 4182, + "IoU": 0.7830426675441483, + "TN": 177648937, + "TP": 21417, + "n_pred": 25599, + "n_ref": 23169 + }, + "2": { + "Dice": 0.9802299929593992, + "FN": 5528, + "FP": 2896, + "IoU": 0.9612265375445315, + "TN": 177459026, + "TP": 208838, + "n_pred": 211734, + "n_ref": 214366 + }, + "3": { + "Dice": 0.9850005704589646, + "FN": 4160, + "FP": 2019, + "IoU": 0.9704444571997092, + "TN": 177467224, + "TP": 202885, + "n_pred": 204904, + "n_ref": 207045 + }, + "4": { + "Dice": 0.9419831526895323, + "FN": 1668, + "FP": 2368, + "IoU": 0.8903290671449146, + "TN": 177639487, + "TP": 32765, + "n_pred": 35133, + "n_ref": 34433 + }, + "5": { + "Dice": 0.7572417691112053, + "FN": 9745, + "FP": 3999, + "IoU": 0.6093234792495736, + "TN": 177641108, + "TP": 21436, + "n_pred": 25435, + "n_ref": 31181 + }, + "6": { + "Dice": 0.9617639523649577, + "FN": 91850, + "FP": 44411, + "IoU": 0.9263442109872052, + "TN": 175826318, + "TP": 1713709, + "n_pred": 1758120, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.8856968100942882, + "FN": 12690, + "FP": 79067, + "IoU": 0.7948436458924906, + "TN": 177229034, + "TP": 355497, + "n_pred": 434564, + "n_ref": 368187 + }, + "8": { + "Dice": 0.9354700896194813, + "FN": 6755, + "FP": 19829, + "IoU": 0.8787635560987623, + "TN": 177457014, + "TP": 192690, + "n_pred": 212519, + "n_ref": 199445 + }, + "9": { + "Dice": 0.941775900679111, + "FN": 6115, + "FP": 9849, + "IoU": 0.8899588483039573, + "TN": 177531215, + "TP": 129109, + "n_pred": 138958, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9773229010669848, + "FN": 4006, + "FP": 4489, + "IoU": 0.9556514975124119, + "TN": 193813984, + "TP": 183056, + "n_pred": 187545, + "n_ref": 187062 + }, + "10": { + "Dice": 0.920535316333951, + "FN": 8563, + "FP": 4987, + "IoU": 0.8527702019927634, + "TN": 193913502, + "TP": 78483, + "n_pred": 83470, + "n_ref": 87046 + }, + "11": { + "Dice": 0.8060637741766858, + "FN": 799, + "FP": 314, + "IoU": 0.6751313485113836, + "TN": 194002109, + "TP": 2313, + "n_pred": 2627, + "n_ref": 3112 + }, + "12": { + "Dice": 0.8184519598132164, + "FN": 1058, + "FP": 225, + "IoU": 0.6926946107784431, + "TN": 194001360, + "TP": 2892, + "n_pred": 3117, + "n_ref": 3950 + }, + "13": { + "Dice": 0.8432683787611424, + "FN": 11204, + "FP": 9491, + "IoU": 0.7290095327886026, + "TN": 193929167, + "TP": 55673, + "n_pred": 65164, + "n_ref": 66877 + }, + "14": { + "Dice": 0.9224901822575773, + "FN": 2612, + "FP": 9704, + "IoU": 0.8561315795621802, + "TN": 193919929, + "TP": 73290, + "n_pred": 82994, + "n_ref": 75902 + }, + "15": { + "Dice": 0.8831134622560748, + "FN": 850, + "FP": 4475, + "IoU": 0.7906921897724146, + "TN": 193980094, + "TP": 20116, + "n_pred": 24591, + "n_ref": 20966 + }, + "2": { + "Dice": 0.9700665748227436, + "FN": 4408, + "FP": 3892, + "IoU": 0.9418730872393919, + "TN": 193862744, + "TP": 134491, + "n_pred": 138383, + "n_ref": 138899 + }, + "3": { + "Dice": 0.9651427544264358, + "FN": 5693, + "FP": 3615, + "IoU": 0.9326337120937975, + "TN": 193867365, + "TP": 128862, + "n_pred": 132477, + "n_ref": 134555 + }, + "4": { + "Dice": 0.9391994829416924, + "FN": 685, + "FP": 1949, + "IoU": 0.8853686134563495, + "TN": 193982557, + "TP": 20344, + "n_pred": 22293, + "n_ref": 21029 + }, + "5": { + "Dice": 0.7113302325581395, + "FN": 8153, + "FP": 7363, + "IoU": 0.5519879883348252, + "TN": 193970902, + "TP": 19117, + "n_pred": 26480, + "n_ref": 27270 + }, + "6": { + "Dice": 0.96937400970586, + "FN": 21499, + "FP": 64669, + "IoU": 0.9405681778209389, + "TN": 192555672, + "TP": 1363695, + "n_pred": 1428364, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.9511670732366683, + "FN": 22907, + "FP": 7801, + "IoU": 0.9068814002359199, + "TN": 193675762, + "TP": 299065, + "n_pred": 306866, + "n_ref": 321972 + }, + "8": { + "Dice": 0.9581994897590299, + "FN": 9477, + "FP": 10758, + "IoU": 0.9197533312182741, + "TN": 193753375, + "TP": 231925, + "n_pred": 242683, + "n_ref": 241402 + }, + "9": { + "Dice": 0.9208627095416009, + "FN": 10057, + "FP": 5130, + "IoU": 0.8533323032053077, + "TN": 193901988, + "TP": 88360, + "n_pred": 93490, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9708535080224058, + "FN": 1967, + "FP": 4787, + "IoU": 0.9433579335793358, + "TN": 99536560, + "TP": 112486, + "n_pred": 117273, + "n_ref": 114453 + }, + "10": { + "Dice": 0.8925367832085023, + "FN": 11387, + "FP": 3133, + "IoU": 0.8059290545056003, + "TN": 99580982, + "TP": 60298, + "n_pred": 63431, + "n_ref": 71685 + }, + "11": { + "Dice": 0.7668525896414342, + "FN": 1236, + "FP": 227, + "IoU": 0.6218661152752649, + "TN": 99651931, + "TP": 2406, + "n_pred": 2633, + "n_ref": 3642 + }, + "12": { + "Dice": 0.753032345013477, + "FN": 1333, + "FP": 133, + "IoU": 0.6038908403134288, + "TN": 99652099, + "TP": 2235, + "n_pred": 2368, + "n_ref": 3568 + }, + "13": { + "Dice": 0.7418224027858387, + "FN": 13477, + "FP": 8765, + "IoU": 0.5896007085393756, + "TN": 99601604, + "TP": 31954, + "n_pred": 40719, + "n_ref": 45431 + }, + "14": { + "Dice": 0.7623194748358862, + "FN": 19302, + "FP": 2422, + "IoU": 0.6159258866376719, + "TN": 99599238, + "TP": 34838, + "n_pred": 37260, + "n_ref": 54140 + }, + "15": { + "Dice": 0.7922368824792881, + "FN": 12128, + "FP": 1414, + "IoU": 0.6559538629607987, + "TN": 99616439, + "TP": 25819, + "n_pred": 27233, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9652980179101324, + "FN": 5126, + "FP": 2756, + "IoU": 0.9329237158321135, + "TN": 99538292, + "TP": 109626, + "n_pred": 112382, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9677994681885985, + "FN": 4429, + "FP": 3515, + "IoU": 0.937607992208853, + "TN": 99528476, + "TP": 119380, + "n_pred": 122895, + "n_ref": 123809 + }, + "4": { + "Dice": 0.9021958205155405, + "FN": 1896, + "FP": 1792, + "IoU": 0.8218185331916127, + "TN": 99635102, + "TP": 17010, + "n_pred": 18802, + "n_ref": 18906 + }, + "5": { + "Dice": 0.9017802748256956, + "FN": 305, + "FP": 1146, + "IoU": 0.821129191321499, + "TN": 99647688, + "TP": 6661, + "n_pred": 7807, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9733801484322153, + "FN": 40330, + "FP": 31528, + "IoU": 0.94814078156168, + "TN": 98270164, + "TP": 1313778, + "n_pred": 1345306, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.9205315330306416, + "FN": 12077, + "FP": 14667, + "IoU": 0.8527637084342656, + "TN": 99474160, + "TP": 154896, + "n_pred": 169563, + "n_ref": 166973 + }, + "8": { + "Dice": 0.964750353769543, + "FN": 2407, + "FP": 4792, + "IoU": 0.9319011673004521, + "TN": 99550086, + "TP": 98515, + "n_pred": 103307, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9360424328748486, + "FN": 7473, + "FP": 4561, + "IoU": 0.8797742144962286, + "TN": 99555705, + "TP": 88061, + "n_pred": 92622, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9738467354964574, + "FN": 20620, + "FP": 2277, + "IoU": 0.9490265920146039, + "TN": 62634325, + "TP": 426298, + "n_pred": 428575, + "n_ref": 446918 + }, + "10": { + "Dice": 0.9170481676998226, + "FN": 8046, + "FP": 3315, + "IoU": 0.8468042071197411, + "TN": 63009360, + "TP": 62799, + "n_pred": 66114, + "n_ref": 70845 + }, + "11": { + "Dice": 0.7875764402961055, + "FN": 1098, + "FP": 222, + "IoU": 0.6495885319883197, + "TN": 63079753, + "TP": 2447, + "n_pred": 2669, + "n_ref": 3545 + }, + "12": { + "Dice": 0.8240824992417349, + "FN": 785, + "FP": 375, + "IoU": 0.7007995873097757, + "TN": 63079643, + "TP": 2717, + "n_pred": 3092, + "n_ref": 3502 + }, + "13": { + "Dice": 0.7937176956010559, + "FN": 9875, + "FP": 8723, + "IoU": 0.6579866857920482, + "TN": 63029142, + "TP": 35780, + "n_pred": 44503, + "n_ref": 45655 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9829147680827472, + "FN": 2526, + "FP": 1696, + "IoU": 0.9664035394849922, + "TN": 62957852, + "TP": 121446, + "n_pred": 123142, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9858903361672257, + "FN": 1188, + "FP": 2430, + "IoU": 0.9721732977487906, + "TN": 62953501, + "TP": 126401, + "n_pred": 128831, + "n_ref": 127589 + }, + "4": { + "Dice": 0.39463924477410656, + "FN": 13347, + "FP": 1017, + "IoU": 0.2458258952010921, + "TN": 63064474, + "TP": 4682, + "n_pred": 5699, + "n_ref": 18029 + }, + "5": { + "Dice": 0.6618227547420268, + "FN": 7481, + "FP": 2200, + "IoU": 0.4945703247363475, + "TN": 63064366, + "TP": 9473, + "n_pred": 11673, + "n_ref": 16954 + }, + "6": { + "Dice": 0.9347512571951694, + "FN": 123406, + "FP": 17075, + "IoU": 0.8774957619137314, + "TN": 61936776, + "TP": 1006263, + "n_pred": 1023338, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.8977706307150952, + "FN": 5362, + "FP": 29094, + "IoU": 0.8145043633681649, + "TN": 62897769, + "TP": 151295, + "n_pred": 180389, + "n_ref": 156657 + }, + "8": { + "Dice": 0.9493885057471264, + "FN": 8712, + "FP": 2296, + "IoU": 0.9036532637806991, + "TN": 62969266, + "TP": 103246, + "n_pred": 105542, + "n_ref": 111958 + }, + "9": { + "Dice": 0.9228268388286834, + "FN": 2866, + "FP": 3828, + "IoU": 0.8567116895348589, + "TN": 63036803, + "TP": 40023, + "n_pred": 43851, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9816874266927458, + "FN": 6580, + "FP": 4833, + "IoU": 0.9640334926872619, + "TN": 109291495, + "TP": 305910, + "n_pred": 310743, + "n_ref": 312490 + }, + "10": { + "Dice": 0.6795327678340849, + "FN": 19514, + "FP": 45014, + "IoU": 0.5146153961878113, + "TN": 109475876, + "TP": 68414, + "n_pred": 113428, + "n_ref": 87928 + }, + "11": { + "Dice": 0.6910559448865661, + "FN": 1557, + "FP": 1044, + "IoU": 0.5279491833030853, + "TN": 109603308, + "TP": 2909, + "n_pred": 3953, + "n_ref": 4466 + }, + "12": { + "Dice": 0.7979506043089858, + "FN": 1044, + "FP": 494, + "IoU": 0.6638251366120218, + "TN": 109604243, + "TP": 3037, + "n_pred": 3531, + "n_ref": 4081 + }, + "13": { + "Dice": 0.7620960970300109, + "FN": 19516, + "FP": 18733, + "IoU": 0.6156342953613635, + "TN": 109509306, + "TP": 61263, + "n_pred": 79996, + "n_ref": 80779 + }, + "14": { + "Dice": 0.8712654730268754, + "FN": 14459, + "FP": 9908, + "IoU": 0.7718958286527372, + "TN": 109501994, + "TP": 82457, + "n_pred": 92365, + "n_ref": 96916 + }, + "15": { + "Dice": 0.9348814362491091, + "FN": 6476, + "FP": 7046, + "IoU": 0.877725229909483, + "TN": 109498231, + "TP": 97065, + "n_pred": 104111, + "n_ref": 103541 + }, + "2": { + "Dice": 0.970610086582435, + "FN": 8297, + "FP": 4164, + "IoU": 0.9428983846946959, + "TN": 109390593, + "TP": 205764, + "n_pred": 209928, + "n_ref": 214061 + }, + "3": { + "Dice": 0.9728608919552372, + "FN": 9920, + "FP": 3234, + "IoU": 0.9471559249721799, + "TN": 109359897, + "TP": 235767, + "n_pred": 239001, + "n_ref": 245687 + }, + "4": { + "Dice": 0.7036090429800842, + "FN": 21797, + "FP": 2208, + "IoU": 0.5427444855042097, + "TN": 109556320, + "TP": 28493, + "n_pred": 30701, + "n_ref": 50290 + }, + "5": { + "Dice": 0.8070549964420046, + "FN": 2613, + "FP": 1183, + "IoU": 0.6765232211333617, + "TN": 109597083, + "TP": 7939, + "n_pred": 9122, + "n_ref": 10552 + }, + "6": { + "Dice": 0.9694449141327263, + "FN": 43590, + "FP": 32487, + "IoU": 0.9407016931238377, + "TN": 108325864, + "TP": 1206877, + "n_pred": 1239364, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.8611787326338003, + "FN": 279790, + "FP": 16229, + "IoU": 0.756201835451743, + "TN": 108394621, + "TP": 918178, + "n_pred": 934407, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9585649928579277, + "FN": 2179, + "FP": 5363, + "IoU": 0.9204270898175795, + "TN": 109514037, + "TP": 87239, + "n_pred": 92602, + "n_ref": 89418 + }, + "9": { + "Dice": 0.7985560867002816, + "FN": 6422, + "FP": 18188, + "IoU": 0.6646636416901716, + "TN": 109535429, + "TP": 48779, + "n_pred": 66967, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9473168055982647, + "FN": 1784, + "FP": 4555, + "IoU": 0.8999068386730037, + "TN": 67004021, + "TP": 56992, + "n_pred": 61547, + "n_ref": 58776 + }, + "10": { + "Dice": 0.7939608751959648, + "FN": 20555, + "FP": 9673, + "IoU": 0.6583209937944364, + "TN": 66978883, + "TP": 58241, + "n_pred": 67914, + "n_ref": 78796 + }, + "11": { + "Dice": 0.5044574907588606, + "FN": 1966, + "FP": 313, + "IoU": 0.3373073567897645, + "TN": 67063913, + "TP": 1160, + "n_pred": 1473, + "n_ref": 3126 + }, + "12": { + "Dice": 0.5962235361434294, + "FN": 1748, + "FP": 369, + "IoU": 0.4247282608695652, + "TN": 67063672, + "TP": 1563, + "n_pred": 1932, + "n_ref": 3311 + }, + "13": { + "Dice": 0.5614224534622606, + "FN": 15335, + "FP": 20406, + "IoU": 0.3902622106214921, + "TN": 67008735, + "TP": 22876, + "n_pred": 43282, + "n_ref": 38211 + }, + "14": { + "Dice": 0.8635012327368058, + "FN": 9106, + "FP": 11877, + "IoU": 0.7597907341476537, + "TN": 66979999, + "TP": 66370, + "n_pred": 78247, + "n_ref": 75476 + }, + "15": { + "Dice": 0.44441285994485347, + "FN": 15728, + "FP": 23362, + "IoU": 0.2856881806885462, + "TN": 67012628, + "TP": 15634, + "n_pred": 38996, + "n_ref": 31362 + }, + "2": { + "Dice": 0.9161505676822387, + "FN": 2769, + "FP": 23456, + "IoU": 0.8452747589885188, + "TN": 66897858, + "TP": 143269, + "n_pred": 166725, + "n_ref": 146038 + }, + "3": { + "Dice": 0.9146611378514953, + "FN": 23169, + "FP": 2433, + "IoU": 0.8427424556058549, + "TN": 66904549, + "TP": 137201, + "n_pred": 139634, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 0, + "IoU": 0.0, + "TN": 67054313, + "TP": 0, + "n_pred": 0, + "n_ref": 13039 + }, + "5": { + "Dice": 0.7553881306737479, + "FN": 2805, + "FP": 1156, + "IoU": 0.606926664681949, + "TN": 67057275, + "TP": 6116, + "n_pred": 7272, + "n_ref": 8921 + }, + "6": { + "Dice": 0.973897569658313, + "FN": 32348, + "FP": 23803, + "IoU": 0.9491231487815596, + "TN": 65963687, + "TP": 1047514, + "n_pred": 1071317, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.9395118387368921, + "FN": 27547, + "FP": 14181, + "IoU": 0.8859239292382809, + "TN": 66701561, + "TP": 324063, + "n_pred": 338244, + "n_ref": 351610 + }, + "8": { + "Dice": 0.9553785141033463, + "FN": 4289, + "FP": 3317, + "IoU": 0.9145690826790669, + "TN": 66978321, + "TP": 81425, + "n_pred": 84742, + "n_ref": 85714 + }, + "9": { + "Dice": 0.8968642468990329, + "FN": 5798, + "FP": 10657, + "IoU": 0.8130134884830854, + "TN": 66979351, + "TP": 71546, + "n_pred": 82203, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9225860788293162, + "FN": 22476, + "FP": 3996, + "IoU": 0.8562967868717192, + "TN": 74335067, + "TP": 157741, + "n_pred": 161737, + "n_ref": 180217 + }, + "10": { + "Dice": 0.818184325949629, + "FN": 11659, + "FP": 8114, + "IoU": 0.6923112833201064, + "TN": 74455017, + "TP": 44490, + "n_pred": 52604, + "n_ref": 56149 + }, + "11": { + "Dice": 0.7361749326572651, + "FN": 1064, + "FP": 601, + "IoU": 0.5824974924774323, + "TN": 74515292, + "TP": 2323, + "n_pred": 2924, + "n_ref": 3387 + }, + "12": { + "Dice": 0.6467661691542289, + "FN": 1096, + "FP": 111, + "IoU": 0.47794117647058826, + "TN": 74516968, + "TP": 1105, + "n_pred": 1216, + "n_ref": 2201 + }, + "13": { + "Dice": 0.668333156047229, + "FN": 11475, + "FP": 19705, + "IoU": 0.5018771467369598, + "TN": 74456685, + "TP": 31415, + "n_pred": 51120, + "n_ref": 42890 + }, + "14": { + "Dice": 0.776579777621221, + "FN": 6572, + "FP": 8016, + "IoU": 0.6347612728774943, + "TN": 74479339, + "TP": 25353, + "n_pred": 33369, + "n_ref": 31925 + }, + "15": { + "Dice": 0.8183725057817458, + "FN": 7535, + "FP": 2596, + "IoU": 0.692580791989076, + "TN": 74486325, + "TP": 22824, + "n_pred": 25420, + "n_ref": 30359 + }, + "2": { + "Dice": 0.9765025411726479, + "FN": 2666, + "FP": 3987, + "IoU": 0.9540839918561718, + "TN": 74374385, + "TP": 138242, + "n_pred": 142229, + "n_ref": 140908 + }, + "3": { + "Dice": 0.9784234566463518, + "FN": 4410, + "FP": 2260, + "IoU": 0.957758342252424, + "TN": 74361379, + "TP": 151231, + "n_pred": 153491, + "n_ref": 155641 + }, + "4": { + "Dice": 0.8183435290034274, + "FN": 3847, + "FP": 340, + "IoU": 0.6925392862388016, + "TN": 74505662, + "TP": 9431, + "n_pred": 9771, + "n_ref": 13278 + }, + "5": { + "Dice": 0.731019120103954, + "FN": 2278, + "FP": 3518, + "IoU": 0.5760678759508484, + "TN": 74505608, + "TP": 7876, + "n_pred": 11394, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9773160315579199, + "FN": 37423, + "FP": 35389, + "IoU": 0.9556383611319614, + "TN": 72877952, + "TP": 1568516, + "n_pred": 1603905, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.8559855686023911, + "FN": 38598, + "FP": 4672, + "IoU": 0.7482296945823127, + "TN": 74347417, + "TP": 128593, + "n_pred": 133265, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9634027702713136, + "FN": 1990, + "FP": 2750, + "IoU": 0.9293896825515053, + "TN": 74452151, + "TP": 62389, + "n_pred": 65139, + "n_ref": 64379 + }, + "9": { + "Dice": 0.9415442866801893, + "FN": 5824, + "FP": 4983, + "IoU": 0.8895452826524668, + "TN": 74421439, + "TP": 87034, + "n_pred": 92017, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9779232200355275, + "FN": 3811, + "FP": 8791, + "IoU": 0.956800153575077, + "TN": 65759466, + "TP": 279112, + "n_pred": 287903, + "n_ref": 282923 + }, + "10": { + "Dice": 0.8239072915076578, + "FN": 18764, + "FP": 8922, + "IoU": 0.7005462116705424, + "TN": 65958725, + "TP": 64769, + "n_pred": 73691, + "n_ref": 83533 + }, + "11": { + "Dice": 0.6698891100369633, + "FN": 1281, + "FP": 1041, + "IoU": 0.5036340316374519, + "TN": 66046502, + "TP": 2356, + "n_pred": 3397, + "n_ref": 3637 + }, + "12": { + "Dice": 0.8259885037449921, + "FN": 655, + "FP": 344, + "IoU": 0.7035608308605341, + "TN": 66047810, + "TP": 2371, + "n_pred": 2715, + "n_ref": 3026 + }, + "13": { + "Dice": 0.7142428150006183, + "FN": 7192, + "FP": 25162, + "IoU": 0.5555036544485354, + "TN": 65978392, + "TP": 40434, + "n_pred": 65596, + "n_ref": 47626 + }, + "14": { + "Dice": 0.9568764764026872, + "FN": 1554, + "FP": 3594, + "IoU": 0.9173184716444759, + "TN": 65988917, + "TP": 57115, + "n_pred": 60709, + "n_ref": 58669 + }, + "15": { + "Dice": 0.8380491179522657, + "FN": 6425, + "FP": 598, + "IoU": 0.7212431531316981, + "TN": 66025986, + "TP": 18171, + "n_pred": 18769, + "n_ref": 24596 + }, + "2": { + "Dice": 0.9682355253222821, + "FN": 3535, + "FP": 5678, + "IoU": 0.9384268881953124, + "TN": 65901553, + "TP": 140414, + "n_pred": 146092, + "n_ref": 143949 + }, + "3": { + "Dice": 0.9713140351548061, + "FN": 4422, + "FP": 4580, + "IoU": 0.9442279455042223, + "TN": 65889773, + "TP": 152405, + "n_pred": 156985, + "n_ref": 156827 + }, + "4": { + "Dice": 0.9127070693298793, + "FN": 2751, + "FP": 2371, + "IoU": 0.8394307031568388, + "TN": 66019281, + "TP": 26777, + "n_pred": 29148, + "n_ref": 29528 + }, + "5": { + "Dice": 0.938560794044665, + "FN": 523, + "FP": 715, + "IoU": 0.884234149990649, + "TN": 66040486, + "TP": 9456, + "n_pred": 10171, + "n_ref": 9979 + }, + "6": { + "Dice": 0.9763834699904168, + "FN": 22969, + "FP": 25431, + "IoU": 0.953856684965097, + "TN": 65002274, + "TP": 1000506, + "n_pred": 1025937, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.9566715660959494, + "FN": 73446, + "FP": 8357, + "IoU": 0.9169419091897666, + "TN": 65066291, + "TP": 903086, + "n_pred": 911443, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9657244051180698, + "FN": 1407, + "FP": 4264, + "IoU": 0.9337205768916108, + "TN": 65965618, + "TP": 79891, + "n_pred": 84155, + "n_ref": 81298 + }, + "9": { + "Dice": 0.9314321300491765, + "FN": 5024, + "FP": 4555, + "IoU": 0.8716639871382637, + "TN": 65976540, + "TP": 65061, + "n_pred": 69616, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9857247986037394, + "FN": 2285, + "FP": 2099, + "IoU": 0.9718514238017272, + "TN": 113316795, + "TP": 151361, + "n_pred": 153460, + "n_ref": 153646 + }, + "10": { + "Dice": 0.9111626637554585, + "FN": 7119, + "FP": 7203, + "IoU": 0.8368216568492293, + "TN": 113384771, + "TP": 73447, + "n_pred": 80650, + "n_ref": 80566 + }, + "11": { + "Dice": 0.7021005728835137, + "FN": 1024, + "FP": 848, + "IoU": 0.540951446787641, + "TN": 113468462, + "TP": 2206, + "n_pred": 3054, + "n_ref": 3230 + }, + "12": { + "Dice": 0.8842975206611571, + "FN": 552, + "FP": 372, + "IoU": 0.7925925925925926, + "TN": 113468085, + "TP": 3531, + "n_pred": 3903, + "n_ref": 4083 + }, + "13": { + "Dice": 0.7243075233114055, + "FN": 18851, + "FP": 25321, + "IoU": 0.5677759621123908, + "TN": 113370343, + "TP": 58025, + "n_pred": 83346, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9763306821658, + "FN": 8265, + "FP": 4115, + "IoU": 0.9537559299241717, + "TN": 113204830, + "TP": 255330, + "n_pred": 259445, + "n_ref": 263595 + }, + "15": { + "Dice": 0.8332956685499059, + "FN": 5290, + "FP": 1349, + "IoU": 0.7142303719008265, + "TN": 113449308, + "TP": 16593, + "n_pred": 17942, + "n_ref": 21883 + }, + "2": { + "Dice": 0.9761362778631898, + "FN": 4231, + "FP": 1776, + "IoU": 0.953384963993047, + "TN": 113343676, + "TP": 122857, + "n_pred": 124633, + "n_ref": 127088 + }, + "3": { + "Dice": 0.9792381655883903, + "FN": 2316, + "FP": 2687, + "IoU": 0.9593209038353647, + "TN": 113349553, + "TP": 117984, + "n_pred": 120671, + "n_ref": 120300 + }, + "4": { + "Dice": 0.8784242299613696, + "FN": 1190, + "FP": 7087, + "IoU": 0.783205427067236, + "TN": 113434361, + "TP": 29902, + "n_pred": 36989, + "n_ref": 31092 + }, + "5": { + "Dice": 0.7698619109542386, + "FN": 7961, + "FP": 6905, + "IoU": 0.6258337318466688, + "TN": 113432809, + "TP": 24865, + "n_pred": 31770, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9695268097975938, + "FN": 27387, + "FP": 42782, + "IoU": 0.9408559281461353, + "TN": 112286132, + "TP": 1116239, + "n_pred": 1159021, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.9309078725738126, + "FN": 15195, + "FP": 14913, + "IoU": 0.8707461674186583, + "TN": 113239603, + "TP": 202829, + "n_pred": 217742, + "n_ref": 218024 + }, + "8": { + "Dice": 0.9675484585694226, + "FN": 8894, + "FP": 4903, + "IoU": 0.9371369209529928, + "TN": 113253063, + "TP": 205680, + "n_pred": 210583, + "n_ref": 214574 + }, + "9": { + "Dice": 0.9188238347447445, + "FN": 10651, + "FP": 6239, + "IoU": 0.8498373015167411, + "TN": 113360062, + "TP": 95588, + "n_pred": 101827, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8591702639057495, + "FN": 3687, + "FP": 36800, + "IoU": 0.7531099836573408, + "TN": 75032740, + "TP": 123501, + "n_pred": 160301, + "n_ref": 127188 + }, + "10": { + "Dice": 0.9013533030221984, + "FN": 15801, + "FP": 2641, + "IoU": 0.8204214380306926, + "TN": 75094032, + "TP": 84254, + "n_pred": 86895, + "n_ref": 100055 + }, + "11": { + "Dice": 0.7273604632459385, + "FN": 1283, + "FP": 412, + "IoU": 0.5715369059656218, + "TN": 75192772, + "TP": 2261, + "n_pred": 2673, + "n_ref": 3544 + }, + "12": { + "Dice": 0.6511900117050332, + "FN": 1437, + "FP": 351, + "IoU": 0.48278854498119755, + "TN": 75193271, + "TP": 1669, + "n_pred": 2020, + "n_ref": 3106 + }, + "13": { + "Dice": 0.7613731463194189, + "FN": 9771, + "FP": 18743, + "IoU": 0.6146912962987987, + "TN": 75122725, + "TP": 45489, + "n_pred": 64232, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9461537611312315, + "FN": 4653, + "FP": 9962, + "IoU": 0.8978100658658351, + "TN": 75053710, + "TP": 128403, + "n_pred": 138365, + "n_ref": 133056 + }, + "15": { + "Dice": 0.9021136670400046, + "FN": 10987, + "FP": 2647, + "IoU": 0.8216822087654821, + "TN": 75120269, + "TP": 62825, + "n_pred": 65472, + "n_ref": 73812 + }, + "2": { + "Dice": 0.9557898248540451, + "FN": 3063, + "FP": 10189, + "IoU": 0.9153232247717267, + "TN": 75040227, + "TP": 143249, + "n_pred": 153438, + "n_ref": 146312 + }, + "3": { + "Dice": 0.9628360963767273, + "FN": 2755, + "FP": 8420, + "IoU": 0.9283355244172251, + "TN": 75040793, + "TP": 144760, + "n_pred": 153180, + "n_ref": 147515 + }, + "4": { + "Dice": 0.9294764619382391, + "FN": 1892, + "FP": 1609, + "IoU": 0.8682447689297005, + "TN": 75170156, + "TP": 23071, + "n_pred": 24680, + "n_ref": 24963 + }, + "5": { + "Dice": 0.891295038845048, + "FN": 416, + "FP": 1361, + "IoU": 0.8039064224233061, + "TN": 75187666, + "TP": 7285, + "n_pred": 8646, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9834967118500074, + "FN": 25948, + "FP": 15351, + "IoU": 0.9675292970669518, + "TN": 73924843, + "TP": 1230586, + "n_pred": 1245937, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.951770734688669, + "FN": 10102, + "FP": 4260, + "IoU": 0.9079795481630508, + "TN": 75040654, + "TP": 141712, + "n_pred": 145972, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9581209250756234, + "FN": 5237, + "FP": 1713, + "IoU": 0.9196085689168556, + "TN": 75110276, + "TP": 79502, + "n_pred": 81215, + "n_ref": 84739 + }, + "9": { + "Dice": 0.8968671363051227, + "FN": 7911, + "FP": 8032, + "IoU": 0.8130182372603061, + "TN": 75111463, + "TP": 69322, + "n_pred": 77354, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9815669381217293, + "FN": 4738, + "FP": 3191, + "IoU": 0.9638011322132943, + "TN": 86708832, + "TP": 211111, + "n_pred": 214302, + "n_ref": 215849 + }, + "10": { + "Dice": 0.7087363771693918, + "FN": 10982, + "FP": 36563, + "IoU": 0.5488703969029614, + "TN": 86822481, + "TP": 57846, + "n_pred": 94409, + "n_ref": 68828 + }, + "11": { + "Dice": 0.6332244517032198, + "FN": 1233, + "FP": 339, + "IoU": 0.46329805394332535, + "TN": 86924943, + "TP": 1357, + "n_pred": 1696, + "n_ref": 2590 + }, + "12": { + "Dice": 0.7347725520431766, + "FN": 1103, + "FP": 1649, + "IoU": 0.5807434491163924, + "TN": 86921308, + "TP": 3812, + "n_pred": 5461, + "n_ref": 4915 + }, + "13": { + "Dice": 0.5988399152512938, + "FN": 12258, + "FP": 45491, + "IoU": 0.42738864871296556, + "TN": 86827020, + "TP": 43103, + "n_pred": 88594, + "n_ref": 55361 + }, + "14": { + "Dice": 0.9032444638604997, + "FN": 9879, + "FP": 5846, + "IoU": 0.8235604326556258, + "TN": 86838748, + "TP": 73399, + "n_pred": 79245, + "n_ref": 83278 + }, + "15": { + "Dice": 0.9336244703095797, + "FN": 11291, + "FP": 10231, + "IoU": 0.8755119039355869, + "TN": 86754988, + "TP": 151362, + "n_pred": 161593, + "n_ref": 162653 + }, + "2": { + "Dice": 0.960220914411767, + "FN": 4949, + "FP": 4933, + "IoU": 0.9234855054509415, + "TN": 86798720, + "TP": 119270, + "n_pred": 124203, + "n_ref": 124219 + }, + "3": { + "Dice": 0.9668826235470768, + "FN": 8724, + "FP": 2348, + "IoU": 0.9358884533205172, + "TN": 86755173, + "TP": 161627, + "n_pred": 163975, + "n_ref": 170351 + }, + "4": { + "Dice": 0.901194694427895, + "FN": 2152, + "FP": 999, + "IoU": 0.8201586667427658, + "TN": 86910351, + "TP": 14370, + "n_pred": 15369, + "n_ref": 16522 + }, + "5": { + "Dice": 0.9004839419269688, + "FN": 356, + "FP": 775, + "IoU": 0.8189820742637645, + "TN": 86921624, + "TP": 5117, + "n_pred": 5892, + "n_ref": 5473 + }, + "6": { + "Dice": 0.9686482050383293, + "FN": 24706, + "FP": 49712, + "IoU": 0.9392025201976094, + "TN": 85703841, + "TP": 1149613, + "n_pred": 1199325, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.9511555236369945, + "FN": 80220, + "FP": 16630, + "IoU": 0.9068604021591846, + "TN": 85888035, + "TP": 942987, + "n_pred": 959617, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9531973754857263, + "FN": 2016, + "FP": 3127, + "IoU": 0.9105798487351126, + "TN": 86870357, + "TP": 52372, + "n_pred": 55499, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8449056438548097, + "FN": 2518, + "FP": 15193, + "IoU": 0.7314602823222598, + "TN": 86861919, + "TP": 48242, + "n_pred": 63435, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8107142001485421, + "FN": 3867, + "FP": 35636, + "IoU": 0.6816815606894495, + "TN": 37625501, + "TP": 84596, + "n_pred": 120232, + "n_ref": 88463 + }, + "10": { + "Dice": 0.8702683376268576, + "FN": 11780, + "FP": 2371, + "IoU": 0.7703318996997485, + "TN": 37687985, + "TP": 47464, + "n_pred": 49835, + "n_ref": 59244 + }, + "11": { + "Dice": 0.8223684210526315, + "FN": 463, + "FP": 455, + "IoU": 0.6983240223463687, + "TN": 37746557, + "TP": 2125, + "n_pred": 2580, + "n_ref": 2588 + }, + "12": { + "Dice": 0.8016440314510365, + "FN": 674, + "FP": 436, + "IoU": 0.6689531762600656, + "TN": 37746247, + "TP": 2243, + "n_pred": 2679, + "n_ref": 2917 + }, + "13": { + "Dice": 0.8062045690550363, + "FN": 7619, + "FP": 10297, + "IoU": 0.6753289116016092, + "TN": 37694418, + "TP": 37266, + "n_pred": 47563, + "n_ref": 44885 + }, + "14": { + "Dice": 0.7268126400179532, + "FN": 6352, + "FP": 64253, + "IoU": 0.5708607097923137, + "TN": 37585073, + "TP": 93922, + "n_pred": 158175, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 3262, + "IoU": 0.0, + "TN": 37746338, + "TP": 0, + "n_pred": 3262, + "n_ref": 0 + }, + "2": { + "Dice": 0.910826638915584, + "FN": 14459, + "FP": 2336, + "IoU": 0.8362549723110522, + "TN": 37647032, + "TP": 85773, + "n_pred": 88109, + "n_ref": 100232 + }, + "3": { + "Dice": 0.9587466945382063, + "FN": 4766, + "FP": 2457, + "IoU": 0.9207622098380798, + "TN": 37658444, + "TP": 83933, + "n_pred": 86390, + "n_ref": 88699 + }, + "4": { + "Dice": 0.7866812661755923, + "FN": 3791, + "FP": 495, + "IoU": 0.6483714824842071, + "TN": 37737411, + "TP": 7903, + "n_pred": 8398, + "n_ref": 11694 + }, + "5": { + "Dice": 0.8585750437998833, + "FN": 1228, + "FP": 1678, + "IoU": 0.7521957874989341, + "TN": 37737873, + "TP": 8821, + "n_pred": 10499, + "n_ref": 10049 + }, + "6": { + "Dice": 0.9462580169279265, + "FN": 69662, + "FP": 6767, + "IoU": 0.8979978326090903, + "TN": 37000312, + "TP": 672859, + "n_pred": 679626, + "n_ref": 742521 + }, + "7": { + "Dice": 0.951117218732153, + "FN": 25531, + "FP": 7337, + "IoU": 0.9067907641523881, + "TN": 37396974, + "TP": 319758, + "n_pred": 327095, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9492062270780437, + "FN": 4065, + "FP": 3857, + "IoU": 0.9033230416264965, + "TN": 37667657, + "TP": 74021, + "n_pred": 77878, + "n_ref": 78086 + }, + "9": { + "Dice": 0.9256729393342152, + "FN": 3342, + "FP": 4917, + "IoU": 0.8616304784881383, + "TN": 37689912, + "TP": 51429, + "n_pred": 56346, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9787635077807866, + "FN": 5374, + "FP": 2986, + "IoU": 0.9584102362557273, + "TN": 75705677, + "TP": 192651, + "n_pred": 195637, + "n_ref": 198025 + }, + "10": { + "Dice": 0.9243744249197693, + "FN": 11138, + "FP": 5711, + "IoU": 0.8593830849092821, + "TN": 75786866, + "TP": 102973, + "n_pred": 108684, + "n_ref": 114111 + }, + "11": { + "Dice": 0.7003441494591937, + "FN": 1493, + "FP": 945, + "IoU": 0.5388689237752979, + "TN": 75901401, + "TP": 2849, + "n_pred": 3794, + "n_ref": 4342 + }, + "12": { + "Dice": 0.8580938644180628, + "FN": 717, + "FP": 562, + "IoU": 0.7514574426739214, + "TN": 75901542, + "TP": 3867, + "n_pred": 4429, + "n_ref": 4584 + }, + "13": { + "Dice": 0.8261412758301891, + "FN": 8438, + "FP": 5478, + "IoU": 0.703782541135401, + "TN": 75859709, + "TP": 33063, + "n_pred": 38541, + "n_ref": 41501 + }, + "14": { + "Dice": 0.9320027244828457, + "FN": 1898, + "FP": 15872, + "IoU": 0.8726639532217382, + "TN": 75767136, + "TP": 121782, + "n_pred": 137654, + "n_ref": 123680 + }, + "15": { + "Dice": 0.8776608068170902, + "FN": 31952, + "FP": 11348, + "IoU": 0.7819924779852682, + "TN": 75708071, + "TP": 155317, + "n_pred": 166665, + "n_ref": 187269 + }, + "2": { + "Dice": 0.9671059769271703, + "FN": 5519, + "FP": 7215, + "IoU": 0.9363070705453963, + "TN": 75706760, + "TP": 187194, + "n_pred": 194409, + "n_ref": 192713 + }, + "3": { + "Dice": 0.9724918418116846, + "FN": 6718, + "FP": 7115, + "IoU": 0.9464565649058838, + "TN": 75648337, + "TP": 244518, + "n_pred": 251633, + "n_ref": 251236 + }, + "4": { + "Dice": 0.9317022776839448, + "FN": 1768, + "FP": 2397, + "IoU": 0.8721372874071345, + "TN": 75874114, + "TP": 28409, + "n_pred": 30806, + "n_ref": 30177 + }, + "5": { + "Dice": 0.9112714706779145, + "FN": 663, + "FP": 1083, + "IoU": 0.8370052277819268, + "TN": 75895976, + "TP": 8966, + "n_pred": 10049, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9801492270521679, + "FN": 50980, + "FP": 16096, + "IoU": 0.9610712204679626, + "TN": 74183644, + "TP": 1655968, + "n_pred": 1672064, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.9553860447282461, + "FN": 14597, + "FP": 9605, + "IoU": 0.914582884812892, + "TN": 75623349, + "TP": 259137, + "n_pred": 268742, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9626173324601616, + "FN": 3552, + "FP": 3298, + "IoU": 0.9279288757956757, + "TN": 75811643, + "TP": 88195, + "n_pred": 91493, + "n_ref": 91747 + }, + "9": { + "Dice": 0.874794456189805, + "FN": 12576, + "FP": 6079, + "IoU": 0.7774530271398747, + "TN": 75822863, + "TP": 65170, + "n_pred": 71249, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9772553567192894, + "FN": 2348, + "FP": 1967, + "IoU": 0.9555223419058908, + "TN": 61290735, + "TP": 92700, + "n_pred": 94667, + "n_ref": 95048 + }, + "10": { + "Dice": 0.91849387569938, + "FN": 8202, + "FP": 4195, + "IoU": 0.8492729306487695, + "TN": 61305502, + "TP": 69851, + "n_pred": 74046, + "n_ref": 78053 + }, + "11": { + "Dice": 0.8470795421191665, + "FN": 456, + "FP": 586, + "IoU": 0.734725050916497, + "TN": 61383822, + "TP": 2886, + "n_pred": 3472, + "n_ref": 3342 + }, + "12": { + "Dice": 0.8797789037309995, + "FN": 504, + "FP": 279, + "IoU": 0.7853618421052632, + "TN": 61384102, + "TP": 2865, + "n_pred": 3144, + "n_ref": 3369 + }, + "13": { + "Dice": 0.8649598263879918, + "FN": 5975, + "FP": 4479, + "IoU": 0.7620521691628351, + "TN": 61343816, + "TP": 33480, + "n_pred": 37959, + "n_ref": 39455 + }, + "14": { + "Dice": 0.9257623369298497, + "FN": 3267, + "FP": 6868, + "IoU": 0.8617854025747327, + "TN": 61314422, + "TP": 63193, + "n_pred": 70061, + "n_ref": 66460 + }, + "15": { + "Dice": 0.9249563303917788, + "FN": 1958, + "FP": 4658, + "IoU": 0.8603895418768068, + "TN": 61340361, + "TP": 40773, + "n_pred": 45431, + "n_ref": 42731 + }, + "2": { + "Dice": 0.9731647529351052, + "FN": 4933, + "FP": 2139, + "IoU": 0.9477321271516522, + "TN": 61252447, + "TP": 128231, + "n_pred": 130370, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9783939109770381, + "FN": 3725, + "FP": 2012, + "IoU": 0.9577017223074201, + "TN": 61252118, + "TP": 129895, + "n_pred": 131907, + "n_ref": 133620 + }, + "4": { + "Dice": 0.8117338003502627, + "FN": 5071, + "FP": 1379, + "IoU": 0.6831245394252027, + "TN": 61367395, + "TP": 13905, + "n_pred": 15284, + "n_ref": 18976 + }, + "5": { + "Dice": 0.7690808030529285, + "FN": 9154, + "FP": 1980, + "IoU": 0.6248020219039596, + "TN": 61358075, + "TP": 18541, + "n_pred": 20521, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9749526334777245, + "FN": 28566, + "FP": 21075, + "IoU": 0.9511293480861185, + "TN": 60371987, + "TP": 966122, + "n_pred": 987197, + "n_ref": 994688 + }, + "7": { + "Dice": 0.9430254296461472, + "FN": 12665, + "FP": 7571, + "IoU": 0.8921931105025945, + "TN": 61200044, + "TP": 167470, + "n_pred": 175041, + "n_ref": 180135 + }, + "8": { + "Dice": 0.9631086742262698, + "FN": 10322, + "FP": 7757, + "IoU": 0.9288424449954736, + "TN": 61133680, + "TP": 235991, + "n_pred": 243748, + "n_ref": 246313 + }, + "9": { + "Dice": 0.9368165712035967, + "FN": 5953, + "FP": 3997, + "IoU": 0.8811429390543996, + "TN": 61304036, + "TP": 73764, + "n_pred": 77761, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9796865557390919, + "FN": 3138, + "FP": 4425, + "IoU": 0.9601819531533808, + "TN": 39558861, + "TP": 182376, + "n_pred": 186801, + "n_ref": 185514 + }, + "10": { + "Dice": 0.8947887256544002, + "FN": 5086, + "FP": 5907, + "IoU": 0.8096087566462876, + "TN": 39691061, + "TP": 46746, + "n_pred": 52653, + "n_ref": 51832 + }, + "11": { + "Dice": 0.7904951931797569, + "FN": 852, + "FP": 303, + "IoU": 0.6535692861427714, + "TN": 39745466, + "TP": 2179, + "n_pred": 2482, + "n_ref": 3031 + }, + "12": { + "Dice": 0.8715099715099716, + "FN": 401, + "FP": 501, + "IoU": 0.7722797273415805, + "TN": 39744839, + "TP": 3059, + "n_pred": 3560, + "n_ref": 3460 + }, + "13": { + "Dice": 0.8994166396592435, + "FN": 4958, + "FP": 3732, + "IoU": 0.8172180973013903, + "TN": 39701257, + "TP": 38853, + "n_pred": 42585, + "n_ref": 43811 + }, + "14": { + "Dice": 0.49413972888425445, + "FN": 9639, + "FP": 38873, + "IoU": 0.32814447552834947, + "TN": 39676594, + "TP": 23694, + "n_pred": 62567, + "n_ref": 33333 + }, + "15": { + "Dice": 0.9382271076095674, + "FN": 1997, + "FP": 4550, + "IoU": 0.8836419862794583, + "TN": 39692534, + "TP": 49719, + "n_pred": 54269, + "n_ref": 51716 + }, + "2": { + "Dice": 0.969668912634516, + "FN": 2645, + "FP": 4562, + "IoU": 0.941123610192061, + "TN": 39626391, + "TP": 115202, + "n_pred": 119764, + "n_ref": 117847 + }, + "3": { + "Dice": 0.9702657271037193, + "FN": 3538, + "FP": 4475, + "IoU": 0.9422486486486487, + "TN": 39610050, + "TP": 130737, + "n_pred": 135212, + "n_ref": 134275 + }, + "4": { + "Dice": 0.9332158445869793, + "FN": 1003, + "FP": 2256, + "IoU": 0.8747934995581851, + "TN": 39722771, + "TP": 22770, + "n_pred": 25026, + "n_ref": 23773 + }, + "5": { + "Dice": 0.878203674302563, + "FN": 716, + "FP": 895, + "IoU": 0.7828548321876264, + "TN": 39741381, + "TP": 5808, + "n_pred": 6703, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9797320346020353, + "FN": 16079, + "FP": 21650, + "IoU": 0.960269329067763, + "TN": 38799181, + "TP": 911890, + "n_pred": 933540, + "n_ref": 927969 + }, + "7": { + "Dice": 0.976477783891813, + "FN": 16043, + "FP": 18454, + "IoU": 0.9540367258511939, + "TN": 38998266, + "TP": 716037, + "n_pred": 734491, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9638527212339792, + "FN": 2231, + "FP": 1317, + "IoU": 0.930227527482252, + "TN": 39697949, + "TP": 47303, + "n_pred": 48620, + "n_ref": 49534 + }, + "9": { + "Dice": 0.9159796286569073, + "FN": 1521, + "FP": 5837, + "IoU": 0.8449837778620486, + "TN": 39701334, + "TP": 40108, + "n_pred": 45945, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9676638117412273, + "FN": 3859, + "FP": 2363, + "IoU": 0.9373533764939236, + "TN": 101297289, + "TP": 93097, + "n_pred": 95460, + "n_ref": 96956 + }, + "10": { + "Dice": 0.9096344645893409, + "FN": 9366, + "FP": 5143, + "IoU": 0.8342472639203052, + "TN": 101309074, + "TP": 73025, + "n_pred": 78168, + "n_ref": 82391 + }, + "11": { + "Dice": 0.71041712164228, + "FN": 2276, + "FP": 376, + "IoU": 0.5508890770533447, + "TN": 101390703, + "TP": 3253, + "n_pred": 3629, + "n_ref": 5529 + }, + "12": { + "Dice": 0.7726744186046511, + "FN": 1238, + "FP": 1108, + "IoU": 0.6295594504973946, + "TN": 101390275, + "TP": 3987, + "n_pred": 5095, + "n_ref": 5225 + }, + "13": { + "Dice": 0.938339753116375, + "FN": 3538, + "FP": 2561, + "IoU": 0.8838418466460976, + "TN": 101344102, + "TP": 46407, + "n_pred": 48968, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9828054660999983, + "FN": 3744, + "FP": 2268, + "IoU": 0.9661922408606021, + "TN": 101218779, + "TP": 171817, + "n_pred": 174085, + "n_ref": 175561 + }, + "15": { + "Dice": 0.9342280869941164, + "FN": 2024, + "FP": 1475, + "IoU": 0.8765741295989277, + "TN": 101368259, + "TP": 24850, + "n_pred": 26325, + "n_ref": 26874 + }, + "2": { + "Dice": 0.9792005235921528, + "FN": 5196, + "FP": 2304, + "IoU": 0.9592486538471987, + "TN": 101212565, + "TP": 176543, + "n_pred": 178847, + "n_ref": 181739 + }, + "3": { + "Dice": 0.9833674811441455, + "FN": 2311, + "FP": 3266, + "IoU": 0.9672791917485127, + "TN": 101226166, + "TP": 164865, + "n_pred": 168131, + "n_ref": 167176 + }, + "4": { + "Dice": 0.9299179308629694, + "FN": 798, + "FP": 611, + "IoU": 0.8690155247745655, + "TN": 101385851, + "TP": 9348, + "n_pred": 9959, + "n_ref": 10146 + }, + "5": { + "Dice": 0.8243552655031054, + "FN": 8453, + "FP": 4358, + "IoU": 0.7011941969491999, + "TN": 101353734, + "TP": 30063, + "n_pred": 34421, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9813374476957019, + "FN": 42619, + "FP": 25384, + "IoU": 0.9633587152839144, + "TN": 99540696, + "TP": 1787909, + "n_pred": 1813293, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.9600461156669511, + "FN": 18840, + "FP": 17964, + "IoU": 0.9231621999110615, + "TN": 100917625, + "TP": 442179, + "n_pred": 460143, + "n_ref": 461019 + }, + "8": { + "Dice": 0.9628078111866996, + "FN": 5427, + "FP": 13910, + "IoU": 0.9282829369244406, + "TN": 101126979, + "TP": 250292, + "n_pred": 264202, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9449327005990418, + "FN": 3884, + "FP": 5759, + "IoU": 0.8956136742514451, + "TN": 101304230, + "TP": 82735, + "n_pred": 88494, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9640293421128632, + "FN": 8367, + "FP": 7202, + "IoU": 0.9305566086968158, + "TN": 73659307, + "TP": 208628, + "n_pred": 215830, + "n_ref": 216995 + }, + "10": { + "Dice": 0.33852505509424136, + "FN": 57638, + "FP": 13499, + "IoU": 0.20374972017013657, + "TN": 73794164, + "TP": 18203, + "n_pred": 31702, + "n_ref": 75841 + }, + "11": { + "Dice": 0.5116918844566712, + "FN": 3469, + "FP": 1856, + "IoU": 0.3438077634011091, + "TN": 73875389, + "TP": 2790, + "n_pred": 4646, + "n_ref": 6259 + }, + "12": { + "Dice": 0.6476538958243651, + "FN": 2532, + "FP": 742, + "IoU": 0.4789113480821264, + "TN": 73877221, + "TP": 3009, + "n_pred": 3751, + "n_ref": 5541 + }, + "13": { + "Dice": 0.008183058039096833, + "FN": 60942, + "FP": 11053, + "IoU": 0.004108338405356056, + "TN": 73811212, + "TP": 297, + "n_pred": 11350, + "n_ref": 61239 + }, + "14": { + "Dice": 0.9108361732108772, + "FN": 10001, + "FP": 7843, + "IoU": 0.8362710464742854, + "TN": 73774519, + "TP": 91141, + "n_pred": 98984, + "n_ref": 101142 + }, + "15": { + "Dice": 0.9247148149506658, + "FN": 20491, + "FP": 12349, + "IoU": 0.8599716873326397, + "TN": 73648980, + "TP": 201684, + "n_pred": 214033, + "n_ref": 222175 + }, + "2": { + "Dice": 0.7313604771717844, + "FN": 76772, + "FP": 7180, + "IoU": 0.5764919537910508, + "TN": 73685274, + "TP": 114278, + "n_pred": 121458, + "n_ref": 191050 + }, + "3": { + "Dice": 0.7885075780646068, + "FN": 19228, + "FP": 71056, + "IoU": 0.6508563848917386, + "TN": 73624917, + "TP": 168303, + "n_pred": 239359, + "n_ref": 187531 + }, + "4": { + "Dice": 0.07070483250407912, + "FN": 46133, + "FP": 0, + "IoU": 0.03664801202806549, + "TN": 73835616, + "TP": 1755, + "n_pred": 1755, + "n_ref": 47888 + }, + "5": { + "Dice": 0.7414931437277806, + "FN": 4908, + "FP": 2218, + "IoU": 0.5891848264729621, + "TN": 73866158, + "TP": 10220, + "n_pred": 12438, + "n_ref": 15128 + }, + "6": { + "Dice": 0.8229101981505614, + "FN": 384095, + "FP": 182841, + "IoU": 0.6991057070221901, + "TN": 71999334, + "TP": 1317234, + "n_pred": 1500075, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.398287114429, + "FN": 129117, + "FP": 2264, + "IoU": 0.24866323922156203, + "TN": 73708641, + "TP": 43482, + "n_pred": 45746, + "n_ref": 172599 + }, + "8": { + "Dice": 0.9122014048729293, + "FN": 2958, + "FP": 11766, + "IoU": 0.8385756416300308, + "TN": 73792291, + "TP": 76489, + "n_pred": 88255, + "n_ref": 79447 + }, + "9": { + "Dice": 0.823160495071967, + "FN": 8542, + "FP": 26535, + "IoU": 0.6994670824908324, + "TN": 73766788, + "TP": 81639, + "n_pred": 108174, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9722810200584618, + "FN": 4068, + "FP": 6382, + "IoU": 0.9460572773636721, + "TN": 69302052, + "TP": 183274, + "n_pred": 189656, + "n_ref": 187342 + }, + "10": { + "Dice": 0.8247074724273629, + "FN": 12251, + "FP": 11224, + "IoU": 0.701704003964573, + "TN": 69417079, + "TP": 55222, + "n_pred": 66446, + "n_ref": 67473 + }, + "11": { + "Dice": 0.8000540029701634, + "FN": 498, + "FP": 983, + "IoU": 0.6667416741674167, + "TN": 69491332, + "TP": 2963, + "n_pred": 3946, + "n_ref": 3461 + }, + "12": { + "Dice": 0.7513123359580053, + "FN": 862, + "FP": 654, + "IoU": 0.6016815554387809, + "TN": 69491970, + "TP": 2290, + "n_pred": 2944, + "n_ref": 3152 + }, + "13": { + "Dice": 0.8393079753108942, + "FN": 8808, + "FP": 17617, + "IoU": 0.7231099701367423, + "TN": 69400341, + "TP": 69010, + "n_pred": 86627, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9570480845131926, + "FN": 8576, + "FP": 4211, + "IoU": 0.9176339487007716, + "TN": 69340530, + "TP": 142459, + "n_pred": 146670, + "n_ref": 151035 + }, + "15": { + "Dice": 0.9404154193440121, + "FN": 7135, + "FP": 3872, + "IoU": 0.8875321862099972, + "TN": 69397908, + "TP": 86861, + "n_pred": 90733, + "n_ref": 93996 + }, + "2": { + "Dice": 0.9679461548713848, + "FN": 4900, + "FP": 4720, + "IoU": 0.9378833860657325, + "TN": 69340906, + "TP": 145250, + "n_pred": 149970, + "n_ref": 150150 + }, + "3": { + "Dice": 0.9702279168911481, + "FN": 6889, + "FP": 3279, + "IoU": 0.9421773349711114, + "TN": 69319928, + "TP": 165680, + "n_pred": 168959, + "n_ref": 172569 + }, + "4": { + "Dice": 0.7190710565298418, + "FN": 14547, + "FP": 3090, + "IoU": 0.5613668581660822, + "TN": 69455567, + "TP": 22572, + "n_pred": 25662, + "n_ref": 37119 + }, + "5": { + "Dice": 0.8847130242825607, + "FN": 3062, + "FP": 1116, + "IoU": 0.7932604285219457, + "TN": 69475567, + "TP": 16031, + "n_pred": 17147, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9822507823346629, + "FN": 23383, + "FP": 28163, + "IoU": 0.9651206459169719, + "TN": 68017939, + "TP": 1426291, + "n_pred": 1454454, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.9523612998260296, + "FN": 13001, + "FP": 17011, + "IoU": 0.909055096635778, + "TN": 69165774, + "TP": 299990, + "n_pred": 317001, + "n_ref": 312991 + }, + "8": { + "Dice": 0.9513325140348144, + "FN": 6243, + "FP": 2192, + "IoU": 0.9071822353290712, + "TN": 69404899, + "TP": 82442, + "n_pred": 84634, + "n_ref": 88685 + }, + "9": { + "Dice": 0.9180010666931273, + "FN": 6357, + "FP": 6865, + "IoU": 0.8484306577710525, + "TN": 69408542, + "TP": 74012, + "n_pred": 80877, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9675792858186778, + "FN": 3796, + "FP": 9514, + "IoU": 0.9371947622979828, + "TN": 50621627, + "TP": 198615, + "n_pred": 208129, + "n_ref": 202411 + }, + "10": { + "Dice": 0.9093378344295054, + "FN": 5535, + "FP": 8484, + "IoU": 0.833748399032304, + "TN": 50749228, + "TP": 70305, + "n_pred": 78789, + "n_ref": 75840 + }, + "11": { + "Dice": 0.8347464405695089, + "FN": 1511, + "FP": 555, + "IoU": 0.7163646348160352, + "TN": 50826268, + "TP": 5218, + "n_pred": 5773, + "n_ref": 6729 + }, + "12": { + "Dice": 0.7028044792389258, + "FN": 2753, + "FP": 246, + "IoU": 0.5417876241405654, + "TN": 50827007, + "TP": 3546, + "n_pred": 3792, + "n_ref": 6299 + }, + "13": { + "Dice": 0.7854225288190978, + "FN": 4998, + "FP": 18642, + "IoU": 0.6466631791345938, + "TN": 50766647, + "TP": 43265, + "n_pred": 61907, + "n_ref": 48263 + }, + "14": { + "Dice": 0.6571985067359195, + "FN": 22394, + "FP": 7174, + "IoU": 0.4894234256013538, + "TN": 50775641, + "TP": 28343, + "n_pred": 35517, + "n_ref": 50737 + }, + "15": { + "Dice": 0.7405591821652913, + "FN": 4693, + "FP": 16371, + "IoU": 0.5880063371604045, + "TN": 50782425, + "TP": 30063, + "n_pred": 46434, + "n_ref": 34756 + }, + "2": { + "Dice": 0.9747816784251627, + "FN": 5234, + "FP": 5468, + "IoU": 0.9508039974625123, + "TN": 50616014, + "TP": 206836, + "n_pred": 212304, + "n_ref": 212070 + }, + "3": { + "Dice": 0.9732479053721045, + "FN": 5663, + "FP": 5193, + "IoU": 0.9478898659805691, + "TN": 50625224, + "TP": 197472, + "n_pred": 202665, + "n_ref": 203135 + }, + "4": { + "Dice": 0.8831799332456761, + "FN": 501, + "FP": 4119, + "IoU": 0.790798768339069, + "TN": 50811468, + "TP": 17464, + "n_pred": 21583, + "n_ref": 17965 + }, + "5": { + "Dice": 0.8844332175560468, + "FN": 1640, + "FP": 1288, + "IoU": 0.7928106425134447, + "TN": 50819420, + "TP": 11204, + "n_pred": 12492, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9866178504197023, + "FN": 28149, + "FP": 30669, + "IoU": 0.9735891349855728, + "TN": 48606514, + "TP": 2168220, + "n_pred": 2198889, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.9571645459013708, + "FN": 9280, + "FP": 10329, + "IoU": 0.9178481055083538, + "TN": 50594860, + "TP": 219083, + "n_pred": 229412, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9616899250689895, + "FN": 4998, + "FP": 2804, + "IoU": 0.9262068704600485, + "TN": 50727824, + "TP": 97926, + "n_pred": 100730, + "n_ref": 102924 + }, + "9": { + "Dice": 0.948672442888227, + "FN": 6338, + "FP": 5433, + "IoU": 0.9023566789159775, + "TN": 50713001, + "TP": 108780, + "n_pred": 114213, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9786637026995642, + "FN": 5476, + "FP": 3527, + "IoU": 0.9582188602190459, + "TN": 76669380, + "TP": 206477, + "n_pred": 210004, + "n_ref": 211953 + }, + "10": { + "Dice": 0.830152285843172, + "FN": 11591, + "FP": 10247, + "IoU": 0.7096242321091403, + "TN": 76809654, + "TP": 53368, + "n_pred": 63615, + "n_ref": 64959 + }, + "11": { + "Dice": 0.7853199090613836, + "FN": 456, + "FP": 866, + "IoU": 0.646524064171123, + "TN": 76881120, + "TP": 2418, + "n_pred": 3284, + "n_ref": 2874 + }, + "12": { + "Dice": 0.8547110055423595, + "FN": 450, + "FP": 284, + "IoU": 0.7462841341168337, + "TN": 76881967, + "TP": 2159, + "n_pred": 2443, + "n_ref": 2609 + }, + "13": { + "Dice": 0.6261416745578398, + "FN": 12036, + "FP": 24681, + "IoU": 0.45575418000711493, + "TN": 76817396, + "TP": 30747, + "n_pred": 55428, + "n_ref": 42783 + }, + "14": { + "Dice": 0.9337022930807937, + "FN": 4409, + "FP": 6540, + "IoU": 0.8756487864711695, + "TN": 76796811, + "TP": 77100, + "n_pred": 83640, + "n_ref": 81509 + }, + "15": { + "Dice": 0.8372607087696428, + "FN": 10471, + "FP": 1014, + "IoU": 0.720076043773916, + "TN": 76843831, + "TP": 29544, + "n_pred": 30558, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9599315680863711, + "FN": 4582, + "FP": 3709, + "IoU": 0.9229503931007564, + "TN": 76777254, + "TP": 99315, + "n_pred": 103024, + "n_ref": 103897 + }, + "3": { + "Dice": 0.9639874494622314, + "FN": 4779, + "FP": 2142, + "IoU": 0.930478543876567, + "TN": 76785308, + "TP": 92631, + "n_pred": 94773, + "n_ref": 97410 + }, + "4": { + "Dice": 0.9562107573202203, + "FN": 1353, + "FP": 802, + "IoU": 0.9160956237346207, + "TN": 76859176, + "TP": 23529, + "n_pred": 24331, + "n_ref": 24882 + }, + "5": { + "Dice": 0.9286174877482589, + "FN": 1354, + "FP": 860, + "IoU": 0.8667469154378573, + "TN": 76868245, + "TP": 14401, + "n_pred": 15261, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9751193250556586, + "FN": 25991, + "FP": 30401, + "IoU": 0.9514466892534731, + "TN": 75723415, + "TP": 1105053, + "n_pred": 1135454, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.9271201100724275, + "FN": 10556, + "FP": 13121, + "IoU": 0.8641415677341244, + "TN": 76710583, + "TP": 150600, + "n_pred": 163721, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9628581946408851, + "FN": 2762, + "FP": 2989, + "IoU": 0.9283766112460302, + "TN": 76804565, + "TP": 74544, + "n_pred": 77533, + "n_ref": 77306 + }, + "9": { + "Dice": 0.9383526866528323, + "FN": 6756, + "FP": 4414, + "IoU": 0.8838647965814453, + "TN": 76788679, + "TP": 85011, + "n_pred": 89425, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9482748670596479, + "FN": 9552, + "FP": 2996, + "IoU": 0.9016375451716326, + "TN": 130872363, + "TP": 115021, + "n_pred": 118017, + "n_ref": 124573 + }, + "10": { + "Dice": 0.8441510323688909, + "FN": 7439, + "FP": 11069, + "IoU": 0.7303298752768388, + "TN": 130931300, + "TP": 50124, + "n_pred": 61193, + "n_ref": 57563 + }, + "11": { + "Dice": 0.7129823018577554, + "FN": 2325, + "FP": 286, + "IoU": 0.5539801844892381, + "TN": 130994078, + "TP": 3243, + "n_pred": 3529, + "n_ref": 5568 + }, + "12": { + "Dice": 0.742549095109742, + "FN": 2481, + "FP": 862, + "IoU": 0.5905193532582068, + "TN": 130991768, + "TP": 4821, + "n_pred": 5683, + "n_ref": 7302 + }, + "13": { + "Dice": 0.7315254466245652, + "FN": 24264, + "FP": 15485, + "IoU": 0.5766969819599157, + "TN": 130906030, + "TP": 54153, + "n_pred": 69638, + "n_ref": 78417 + }, + "14": { + "Dice": 0.7364244416732797, + "FN": 393965, + "FP": 1285, + "IoU": 0.582809976673246, + "TN": 130052522, + "TP": 552160, + "n_pred": 553445, + "n_ref": 946125 + }, + "15": { + "Dice": 0.6015477590308731, + "FN": 14311, + "FP": 260, + "IoU": 0.4301525224872898, + "TN": 130974362, + "TP": 10999, + "n_pred": 11259, + "n_ref": 25310 + }, + "2": { + "Dice": 0.9132775251027179, + "FN": 11025, + "FP": 28445, + "IoU": 0.8403962798220784, + "TN": 130752632, + "TP": 207830, + "n_pred": 236275, + "n_ref": 218855 + }, + "3": { + "Dice": 0.9256565897156298, + "FN": 34318, + "FP": 5634, + "IoU": 0.8616021477440028, + "TN": 130711257, + "TP": 248723, + "n_pred": 254357, + "n_ref": 283041 + }, + "4": { + "Dice": 0.006993006993006993, + "FN": 2272, + "FP": 0, + "IoU": 0.0035087719298245615, + "TN": 130997652, + "TP": 8, + "n_pred": 8, + "n_ref": 2280 + }, + "5": { + "Dice": 0.8052051396072741, + "FN": 6517, + "FP": 1806, + "IoU": 0.6739275220372184, + "TN": 130974407, + "TP": 17202, + "n_pred": 19008, + "n_ref": 23719 + }, + "6": { + "Dice": 0.9729605985365093, + "FN": 51353, + "FP": 27665, + "IoU": 0.9473449578955575, + "TN": 129499259, + "TP": 1421655, + "n_pred": 1449320, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.856694190810957, + "FN": 39311, + "FP": 15809, + "IoU": 0.7493132492859612, + "TN": 130780056, + "TP": 164756, + "n_pred": 180565, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9582142114819738, + "FN": 3855, + "FP": 6800, + "IoU": 0.9197804597095383, + "TN": 130867109, + "TP": 122168, + "n_pred": 128968, + "n_ref": 126023 + }, + "9": { + "Dice": 0.8092970294744455, + "FN": 4624, + "FP": 20163, + "IoU": 0.6796800289473004, + "TN": 130922550, + "TP": 52595, + "n_pred": 72758, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.965643959091697, + "FN": 1709, + "FP": 2255, + "IoU": 0.9335701836707333, + "TN": 74367026, + "TP": 55708, + "n_pred": 57963, + "n_ref": 57417 + }, + "10": { + "Dice": 0.8491370558375635, + "FN": 16045, + "FP": 6245, + "IoU": 0.7378263937896965, + "TN": 74341678, + "TP": 62730, + "n_pred": 68975, + "n_ref": 78775 + }, + "11": { + "Dice": 0.8076500329742801, + "FN": 551, + "FP": 324, + "IoU": 0.6773598820058997, + "TN": 74423986, + "TP": 1837, + "n_pred": 2161, + "n_ref": 2388 + }, + "12": { + "Dice": 0.7407955596669751, + "FN": 455, + "FP": 946, + "IoU": 0.58830443726124, + "TN": 74423295, + "TP": 2002, + "n_pred": 2948, + "n_ref": 2457 + }, + "13": { + "Dice": 0.5725490196078431, + "FN": 59162, + "FP": 6783, + "IoU": 0.4010989010989011, + "TN": 74316588, + "TP": 44165, + "n_pred": 50948, + "n_ref": 103327 + }, + "14": { + "Dice": 0.9249732568316639, + "FN": 18711, + "FP": 5977, + "IoU": 0.8604188339590212, + "TN": 74249826, + "TP": 152184, + "n_pred": 158161, + "n_ref": 170895 + }, + "15": { + "Dice": 0.787382436859347, + "FN": 7316, + "FP": 732, + "IoU": 0.6493246187363835, + "TN": 74403748, + "TP": 14902, + "n_pred": 15634, + "n_ref": 22218 + }, + "2": { + "Dice": 0.952597449414519, + "FN": 6447, + "FP": 4730, + "IoU": 0.9094855162249055, + "TN": 74303215, + "TP": 112306, + "n_pred": 117036, + "n_ref": 118753 + }, + "3": { + "Dice": 0.9579875639463122, + "FN": 7786, + "FP": 3038, + "IoU": 0.9193628893474681, + "TN": 74292467, + "TP": 123407, + "n_pred": 126445, + "n_ref": 131193 + }, + "4": { + "Dice": 0.691549829480864, + "FN": 14035, + "FP": 617, + "IoU": 0.5285259194902983, + "TN": 74395621, + "TP": 16425, + "n_pred": 17042, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9721230359157987, + "FN": 16649, + "FP": 33301, + "IoU": 0.945758169395228, + "TN": 73505822, + "TP": 870926, + "n_pred": 904227, + "n_ref": 887575 + }, + "7": { + "Dice": 0.8708343073846074, + "FN": 16408, + "FP": 23374, + "IoU": 0.7712192400812021, + "TN": 74252811, + "TP": 134105, + "n_pred": 157479, + "n_ref": 150513 + }, + "8": { + "Dice": 0.9383579471510213, + "FN": 1773, + "FP": 3674, + "IoU": 0.8838741312412058, + "TN": 74379792, + "TP": 41459, + "n_pred": 45133, + "n_ref": 43232 + }, + "9": { + "Dice": 0.873900293255132, + "FN": 2184, + "FP": 6932, + "IoU": 0.7760416666666666, + "TN": 74385994, + "TP": 31588, + "n_pred": 38520, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9792506771528451, + "FN": 3561, + "FP": 2238, + "IoU": 0.9593449196923702, + "TN": 106504049, + "TP": 136840, + "n_pred": 139078, + "n_ref": 140401 + }, + "10": { + "Dice": 0.8852647248599024, + "FN": 12221, + "FP": 10362, + "IoU": 0.7941479422086505, + "TN": 106536983, + "TP": 87122, + "n_pred": 97484, + "n_ref": 99343 + }, + "11": { + "Dice": 0.6358223765814934, + "FN": 2088, + "FP": 848, + "IoU": 0.4660847426804874, + "TN": 106641189, + "TP": 2563, + "n_pred": 3411, + "n_ref": 4651 + }, + "12": { + "Dice": 0.813770065881043, + "FN": 1085, + "FP": 922, + "IoU": 0.6860137672090113, + "TN": 106640296, + "TP": 4385, + "n_pred": 5307, + "n_ref": 5470 + }, + "13": { + "Dice": 0.8548173142555411, + "FN": 7756, + "FP": 3517, + "IoU": 0.7464462438146648, + "TN": 106602228, + "TP": 33187, + "n_pred": 36704, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9603879559115416, + "FN": 2030, + "FP": 3598, + "IoU": 0.923794564878881, + "TN": 106572835, + "TP": 68225, + "n_pred": 71823, + "n_ref": 70255 + }, + "15": { + "Dice": 0.9314549807895762, + "FN": 1469, + "FP": 2224, + "IoU": 0.8717040125065139, + "TN": 106617903, + "TP": 25092, + "n_pred": 27316, + "n_ref": 26561 + }, + "2": { + "Dice": 0.9716155175939178, + "FN": 3728, + "FP": 6961, + "IoU": 0.9447979177210614, + "TN": 106453054, + "TP": 182945, + "n_pred": 189906, + "n_ref": 186673 + }, + "3": { + "Dice": 0.9743236165713112, + "FN": 3526, + "FP": 4220, + "IoU": 0.9499327783235948, + "TN": 106491976, + "TP": 146966, + "n_pred": 151186, + "n_ref": 150492 + }, + "4": { + "Dice": 0.861617885111782, + "FN": 236, + "FP": 2927, + "IoU": 0.7568793235972329, + "TN": 106633678, + "TP": 9847, + "n_pred": 12774, + "n_ref": 10083 + }, + "5": { + "Dice": 0.7848940452231562, + "FN": 1127, + "FP": 690, + "IoU": 0.6459469992205767, + "TN": 106641556, + "TP": 3315, + "n_pred": 4005, + "n_ref": 4442 + }, + "6": { + "Dice": 0.979438567604882, + "FN": 29356, + "FP": 22843, + "IoU": 0.9597056448687011, + "TN": 105351246, + "TP": 1243243, + "n_pred": 1266086, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.9709802296059985, + "FN": 8890, + "FP": 10713, + "IoU": 0.9435972539519039, + "TN": 106299134, + "TP": 327951, + "n_pred": 338664, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9615690765127288, + "FN": 2174, + "FP": 3330, + "IoU": 0.9259827059883541, + "TN": 106572327, + "TP": 68857, + "n_pred": 72187, + "n_ref": 71031 + }, + "9": { + "Dice": 0.9093364105736516, + "FN": 8647, + "FP": 6595, + "IoU": 0.8337460050829525, + "TN": 106555009, + "TP": 76437, + "n_pred": 83032, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9721050156485641, + "FN": 4877, + "FP": 3724, + "IoU": 0.9457240578539516, + "TN": 107968460, + "TP": 149867, + "n_pred": 153591, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8916556322431713, + "FN": 5048, + "FP": 13444, + "IoU": 0.8044933128931648, + "TN": 108032343, + "TP": 76093, + "n_pred": 89537, + "n_ref": 81141 + }, + "11": { + "Dice": 0.7740869277805321, + "FN": 695, + "FP": 672, + "IoU": 0.6314370450256134, + "TN": 108123219, + "TP": 2342, + "n_pred": 3014, + "n_ref": 3037 + }, + "12": { + "Dice": 0.7930501930501931, + "FN": 893, + "FP": 715, + "IoU": 0.6570697376839412, + "TN": 108122239, + "TP": 3081, + "n_pred": 3796, + "n_ref": 3974 + }, + "13": { + "Dice": 0.8497846399427541, + "FN": 15669, + "FP": 6163, + "IoU": 0.7388048094753843, + "TN": 108043343, + "TP": 61753, + "n_pred": 67916, + "n_ref": 77422 + }, + "14": { + "Dice": 0.8642426925451728, + "FN": 2801, + "FP": 8852, + "IoU": 0.7609395835470305, + "TN": 108078183, + "TP": 37092, + "n_pred": 45944, + "n_ref": 39893 + }, + "15": { + "Dice": 0.8227094948822501, + "FN": 7458, + "FP": 1064, + "IoU": 0.6988160452376745, + "TN": 108098633, + "TP": 19773, + "n_pred": 20837, + "n_ref": 27231 + }, + "2": { + "Dice": 0.9687041862955884, + "FN": 7697, + "FP": 4108, + "IoU": 0.9393077848498247, + "TN": 107932422, + "TP": 182701, + "n_pred": 186809, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9702452509574171, + "FN": 8957, + "FP": 2775, + "IoU": 0.9422100280280379, + "TN": 107923917, + "TP": 191279, + "n_pred": 194054, + "n_ref": 200236 + }, + "4": { + "Dice": 0.9528955924051009, + "FN": 1215, + "FP": 1958, + "IoU": 0.9100292057731023, + "TN": 108091661, + "TP": 32094, + "n_pred": 34052, + "n_ref": 33309 + }, + "5": { + "Dice": 0.8745200049547875, + "FN": 347, + "FP": 666, + "IoU": 0.7770195905789126, + "TN": 108122385, + "TP": 3530, + "n_pred": 4196, + "n_ref": 3877 + }, + "6": { + "Dice": 0.984152468637138, + "FN": 24788, + "FP": 22058, + "IoU": 0.9687993899210428, + "TN": 106625483, + "TP": 1454599, + "n_pred": 1476657, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.9685642683692653, + "FN": 7293, + "FP": 8876, + "IoU": 0.9390447108497323, + "TN": 107861668, + "TP": 249091, + "n_pred": 257967, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9609065155807366, + "FN": 1619, + "FP": 1762, + "IoU": 0.9247546346782988, + "TN": 108081995, + "TP": 41552, + "n_pred": 43314, + "n_ref": 43171 + }, + "9": { + "Dice": 0.9116736361605006, + "FN": 4618, + "FP": 6450, + "IoU": 0.8376840499794685, + "TN": 108058740, + "TP": 57120, + "n_pred": 63570, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9524885412111495, + "FN": 6874, + "FP": 4860, + "IoU": 0.9092869898649432, + "TN": 62440807, + "TP": 117619, + "n_pred": 122479, + "n_ref": 124493 + }, + "10": { + "Dice": 0.9064440013582816, + "FN": 7093, + "FP": 3652, + "IoU": 0.8288958247077932, + "TN": 62507362, + "TP": 52053, + "n_pred": 55705, + "n_ref": 59146 + }, + "11": { + "Dice": 0.7054852320675106, + "FN": 798, + "FP": 249, + "IoU": 0.5449804432855281, + "TN": 62567859, + "TP": 1254, + "n_pred": 1503, + "n_ref": 2052 + }, + "12": { + "Dice": 0.750503733554581, + "FN": 1101, + "FP": 1004, + "IoU": 0.6006450388920509, + "TN": 62564889, + "TP": 3166, + "n_pred": 4170, + "n_ref": 4267 + }, + "13": { + "Dice": 0.868288778236866, + "FN": 4828, + "FP": 6361, + "IoU": 0.7672352818805908, + "TN": 62522090, + "TP": 36881, + "n_pred": 43242, + "n_ref": 41709 + }, + "14": { + "Dice": 0.9567425705249769, + "FN": 21967, + "FP": 8097, + "IoU": 0.917072376859486, + "TN": 62207627, + "TP": 332469, + "n_pred": 340566, + "n_ref": 354436 + }, + "15": { + "Dice": 0.9145149104484245, + "FN": 9029, + "FP": 6359, + "IoU": 0.8424942168724027, + "TN": 62472462, + "TP": 82310, + "n_pred": 88669, + "n_ref": 91339 + }, + "2": { + "Dice": 0.9572193923132577, + "FN": 3618, + "FP": 10987, + "IoU": 0.9179489772414452, + "TN": 62392161, + "TP": 163394, + "n_pred": 174381, + "n_ref": 167012 + }, + "3": { + "Dice": 0.9737562373152638, + "FN": 6094, + "FP": 4367, + "IoU": 0.9488547192412057, + "TN": 62365625, + "TP": 194074, + "n_pred": 198441, + "n_ref": 200168 + }, + "4": { + "Dice": 0.9158797726830744, + "FN": 2287, + "FP": 1606, + "IoU": 0.8448138403890616, + "TN": 62545074, + "TP": 21193, + "n_pred": 22799, + "n_ref": 23480 + }, + "5": { + "Dice": 0.7411714650404198, + "FN": 2949, + "FP": 701, + "IoU": 0.588778729157278, + "TN": 62561284, + "TP": 5226, + "n_pred": 5927, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9724075317329735, + "FN": 59823, + "FP": 19499, + "IoU": 0.9462968655004651, + "TN": 61093114, + "TP": 1397724, + "n_pred": 1417223, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.8952273694221288, + "FN": 8544, + "FP": 33320, + "IoU": 0.8103272516389766, + "TN": 62349443, + "TP": 178853, + "n_pred": 212173, + "n_ref": 187397 + }, + "8": { + "Dice": 0.9472108558038681, + "FN": 2415, + "FP": 5132, + "IoU": 0.8997156372913787, + "TN": 62494904, + "TP": 67709, + "n_pred": 72841, + "n_ref": 70124 + }, + "9": { + "Dice": 0.8797008687177277, + "FN": 2660, + "FP": 10177, + "IoU": 0.7852374818061667, + "TN": 62510387, + "TP": 46936, + "n_pred": 57113, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9393637898145988, + "FN": 6906, + "FP": 28442, + "IoU": 0.8856606825165777, + "TN": 55072098, + "TP": 273802, + "n_pred": 302244, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8817422803375006, + "FN": 6709, + "FP": 12030, + "IoU": 0.7884964841589635, + "TN": 55292649, + "TP": 69860, + "n_pred": 81890, + "n_ref": 76569 + }, + "11": { + "Dice": 0.7094763092269327, + "FN": 1482, + "FP": 848, + "IoU": 0.5497584541062802, + "TN": 55376073, + "TP": 2845, + "n_pred": 3693, + "n_ref": 4327 + }, + "12": { + "Dice": 0.8019247985675918, + "FN": 1145, + "FP": 625, + "IoU": 0.669344292919858, + "TN": 55375895, + "TP": 3583, + "n_pred": 4208, + "n_ref": 4728 + }, + "13": { + "Dice": 0.8300044084234799, + "FN": 5919, + "FP": 14133, + "IoU": 0.7094081502521593, + "TN": 55312244, + "TP": 48952, + "n_pred": 63085, + "n_ref": 54871 + }, + "14": { + "Dice": 0.9461238649543892, + "FN": 4641, + "FP": 5671, + "IoU": 0.8977562291164718, + "TN": 55280391, + "TP": 90545, + "n_pred": 96216, + "n_ref": 95186 + }, + "15": { + "Dice": 0.8899928099875809, + "FN": 6163, + "FP": 14033, + "IoU": 0.8017901307266517, + "TN": 55279356, + "TP": 81696, + "n_pred": 95729, + "n_ref": 87859 + }, + "2": { + "Dice": 0.966261794641654, + "FN": 5356, + "FP": 7913, + "IoU": 0.9347258228757237, + "TN": 55177967, + "TP": 190012, + "n_pred": 197925, + "n_ref": 195368 + }, + "3": { + "Dice": 0.9676353408594842, + "FN": 8777, + "FP": 2937, + "IoU": 0.9372999475447743, + "TN": 55194422, + "TP": 175112, + "n_pred": 178049, + "n_ref": 183889 + }, + "4": { + "Dice": 0.8760559277599766, + "FN": 1394, + "FP": 308, + "IoU": 0.7794479720098484, + "TN": 55373531, + "TP": 6015, + "n_pred": 6323, + "n_ref": 7409 + }, + "5": { + "Dice": 0.8505901544957297, + "FN": 1208, + "FP": 349, + "IoU": 0.7400233761896811, + "TN": 55375259, + "TP": 4432, + "n_pred": 4781, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9726583431980305, + "FN": 62122, + "FP": 18649, + "IoU": 0.9467720273563482, + "TN": 53863794, + "TP": 1436683, + "n_pred": 1455332, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.9520617763308832, + "FN": 11337, + "FP": 5170, + "IoU": 0.9085094472434224, + "TN": 55200825, + "TP": 163916, + "n_pred": 169086, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9548652064026959, + "FN": 1715, + "FP": 2571, + "IoU": 0.9136287608568607, + "TN": 55331625, + "TP": 45337, + "n_pred": 47908, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8945701910157755, + "FN": 3311, + "FP": 7910, + "IoU": 0.8092510114575188, + "TN": 55322422, + "TP": 47605, + "n_pred": 55515, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9815701151260416, + "FN": 5930, + "FP": 4690, + "IoU": 0.9638072583146179, + "TN": 110853186, + "TP": 282809, + "n_pred": 287499, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8714682060788534, + "FN": 12228, + "FP": 8434, + "IoU": 0.7722141376725317, + "TN": 111055907, + "TP": 70046, + "n_pred": 78480, + "n_ref": 82274 + }, + "11": { + "Dice": 0.8091971544715447, + "FN": 449, + "FP": 1053, + "IoU": 0.6795391508427565, + "TN": 111141928, + "TP": 3185, + "n_pred": 4238, + "n_ref": 3634 + }, + "12": { + "Dice": 0.8423662770102728, + "FN": 726, + "FP": 164, + "IoU": 0.7276621787025703, + "TN": 111143347, + "TP": 2378, + "n_pred": 2542, + "n_ref": 3104 + }, + "13": { + "Dice": 0.8847540839416934, + "FN": 7269, + "FP": 7144, + "IoU": 0.7933264504287476, + "TN": 111076877, + "TP": 55325, + "n_pred": 62469, + "n_ref": 62594 + }, + "14": { + "Dice": 0.917756408671792, + "FN": 3990, + "FP": 2664, + "IoU": 0.8480127912288716, + "TN": 111102835, + "TP": 37126, + "n_pred": 39790, + "n_ref": 41116 + }, + "15": { + "Dice": 0.8961727028309346, + "FN": 2698, + "FP": 2554, + "IoU": 0.8118776416648757, + "TN": 111118697, + "TP": 22666, + "n_pred": 25220, + "n_ref": 25364 + }, + "2": { + "Dice": 0.9706871852048721, + "FN": 6142, + "FP": 2902, + "IoU": 0.9430439136212206, + "TN": 110987826, + "TP": 149745, + "n_pred": 152647, + "n_ref": 155887 + }, + "3": { + "Dice": 0.9755517826825127, + "FN": 6102, + "FP": 5850, + "IoU": 0.9522704673516739, + "TN": 110896204, + "TP": 238459, + "n_pred": 244309, + "n_ref": 244561 + }, + "4": { + "Dice": 0.9397710043394155, + "FN": 863, + "FP": 1441, + "IoU": 0.8863849302233838, + "TN": 111126336, + "TP": 17975, + "n_pred": 19416, + "n_ref": 18838 + }, + "5": { + "Dice": 0.8032815198618307, + "FN": 116, + "FP": 2162, + "IoU": 0.6712368307115024, + "TN": 111139686, + "TP": 4651, + "n_pred": 6813, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9837171731838619, + "FN": 18901, + "FP": 33580, + "IoU": 0.9679561114554108, + "TN": 109508830, + "TP": 1585304, + "n_pred": 1618884, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.9183827129508865, + "FN": 43882, + "FP": 15629, + "IoU": 0.8490828724237882, + "TN": 110752286, + "TP": 334818, + "n_pred": 350447, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9464234035085559, + "FN": 3698, + "FP": 5003, + "IoU": 0.8982957733308398, + "TN": 111061063, + "TP": 76851, + "n_pred": 81854, + "n_ref": 80549 + }, + "9": { + "Dice": 0.918026876729367, + "FN": 4926, + "FP": 4169, + "IoU": 0.8484747513453176, + "TN": 111086592, + "TP": 50928, + "n_pred": 55097, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9726820533227218, + "FN": 6643, + "FP": 4341, + "IoU": 0.9468169581469216, + "TN": 96914493, + "TP": 195548, + "n_pred": 199889, + "n_ref": 202191 + }, + "10": { + "Dice": 0.9207880981101729, + "FN": 6846, + "FP": 4777, + "IoU": 0.853204172876304, + "TN": 97041847, + "TP": 67555, + "n_pred": 72332, + "n_ref": 74401 + }, + "11": { + "Dice": 0.7645875251509054, + "FN": 1252, + "FP": 386, + "IoU": 0.6188925081433225, + "TN": 97116727, + "TP": 2660, + "n_pred": 3046, + "n_ref": 3912 + }, + "12": { + "Dice": 0.7592980907184638, + "FN": 1843, + "FP": 338, + "IoU": 0.6119907489770503, + "TN": 97115404, + "TP": 3440, + "n_pred": 3778, + "n_ref": 5283 + }, + "13": { + "Dice": 0.9030342306092642, + "FN": 4690, + "FP": 5335, + "IoU": 0.8232109476951293, + "TN": 97064319, + "TP": 46681, + "n_pred": 52016, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9350489630893634, + "FN": 11659, + "FP": 5241, + "IoU": 0.8780206137944973, + "TN": 96982477, + "TP": 121648, + "n_pred": 126889, + "n_ref": 133307 + }, + "15": { + "Dice": 0.9223958262385746, + "FN": 785, + "FP": 10609, + "IoU": 0.8559690549628356, + "TN": 97041917, + "TP": 67714, + "n_pred": 78323, + "n_ref": 68499 + }, + "2": { + "Dice": 0.9661626729865094, + "FN": 3713, + "FP": 7752, + "IoU": 0.934540326356297, + "TN": 96945879, + "TP": 163681, + "n_pred": 171433, + "n_ref": 167394 + }, + "3": { + "Dice": 0.963941775389663, + "FN": 6542, + "FP": 9416, + "IoU": 0.9303934397627148, + "TN": 96891765, + "TP": 213302, + "n_pred": 222718, + "n_ref": 219844 + }, + "4": { + "Dice": 0.9352070494730174, + "FN": 995, + "FP": 1255, + "IoU": 0.8782994374729555, + "TN": 97102537, + "TP": 16238, + "n_pred": 17493, + "n_ref": 17233 + }, + "5": { + "Dice": 0.8054095889852947, + "FN": 2572, + "FP": 2205, + "IoU": 0.6742140080474665, + "TN": 97106362, + "TP": 9886, + "n_pred": 12091, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9845190450307049, + "FN": 30886, + "FP": 18073, + "IoU": 0.9695101027871798, + "TN": 95515280, + "TP": 1556786, + "n_pred": 1574859, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.9588148064809997, + "FN": 19962, + "FP": 6395, + "IoU": 0.9208878616880778, + "TN": 96787865, + "TP": 306803, + "n_pred": 313198, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9595863585920665, + "FN": 3695, + "FP": 4426, + "IoU": 0.9223123577018004, + "TN": 97016491, + "TP": 96413, + "n_pred": 100839, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9397847670045526, + "FN": 5236, + "FP": 6324, + "IoU": 0.8864094174060864, + "TN": 97019256, + "TP": 90209, + "n_pred": 96533, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9773684905219766, + "FN": 4612, + "FP": 4304, + "IoU": 0.9557386814932486, + "TN": 78854965, + "TP": 192524, + "n_pred": 196828, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8695536771611744, + "FN": 7834, + "FP": 17722, + "IoU": 0.7692127079307168, + "TN": 78945671, + "TP": 85178, + "n_pred": 102900, + "n_ref": 93012 + }, + "11": { + "Dice": 0.7490966221523959, + "FN": 625, + "FP": 972, + "IoU": 0.5988445114292891, + "TN": 79052424, + "TP": 2384, + "n_pred": 3356, + "n_ref": 3009 + }, + "12": { + "Dice": 0.6327260343946876, + "FN": 1146, + "FP": 1011, + "IoU": 0.46276463262764633, + "TN": 79052390, + "TP": 1858, + "n_pred": 2869, + "n_ref": 3004 + }, + "13": { + "Dice": 0.8416524168027174, + "FN": 11087, + "FP": 9378, + "IoU": 0.7265974643634857, + "TN": 78981552, + "TP": 54388, + "n_pred": 63766, + "n_ref": 65475 + }, + "14": { + "Dice": 0.5750611400263372, + "FN": 19537, + "FP": 7569, + "IoU": 0.40356899245274713, + "TN": 79010958, + "TP": 18341, + "n_pred": 25910, + "n_ref": 37878 + }, + "15": { + "Dice": 0.7298935045511977, + "FN": 10226, + "FP": 10724, + "IoU": 0.5746711060581452, + "TN": 79007149, + "TP": 28306, + "n_pred": 39030, + "n_ref": 38532 + }, + "2": { + "Dice": 0.9555298848344826, + "FN": 4388, + "FP": 5698, + "IoU": 0.9148465532525645, + "TN": 78937960, + "TP": 108359, + "n_pred": 114057, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9545060823343995, + "FN": 8429, + "FP": 2338, + "IoU": 0.9129714350377471, + "TN": 78932687, + "TP": 112951, + "n_pred": 115289, + "n_ref": 121380 + }, + "4": { + "Dice": 0.9055264688772542, + "FN": 699, + "FP": 925, + "IoU": 0.8273626023174232, + "TN": 79046998, + "TP": 7783, + "n_pred": 8708, + "n_ref": 8482 + }, + "5": { + "Dice": 0.909055839521651, + "FN": 245, + "FP": 698, + "IoU": 0.8332743988684582, + "TN": 79050749, + "TP": 4713, + "n_pred": 5411, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9819178903864644, + "FN": 22136, + "FP": 25615, + "IoU": 0.9644780918104933, + "TN": 77712136, + "TP": 1296518, + "n_pred": 1322133, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.9656294932151468, + "FN": 13592, + "FP": 19181, + "IoU": 0.93354314230848, + "TN": 78563258, + "TP": 460374, + "n_pred": 479555, + "n_ref": 473966 + }, + "8": { + "Dice": 0.9476200825907412, + "FN": 1007, + "FP": 2367, + "IoU": 0.9004543577034283, + "TN": 79022511, + "TP": 30520, + "n_pred": 32887, + "n_ref": 31527 + }, + "9": { + "Dice": 0.9306750286029069, + "FN": 5402, + "FP": 4414, + "IoU": 0.8703388151377056, + "TN": 78980700, + "TP": 65889, + "n_pred": 70303, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9734558779048162, + "FN": 8138, + "FP": 4148, + "IoU": 0.94828449839836, + "TN": 122474371, + "TP": 225283, + "n_pred": 229431, + "n_ref": 233421 + }, + "10": { + "Dice": 0.8889233531189344, + "FN": 15823, + "FP": 7812, + "IoU": 0.8000558337845154, + "TN": 122593732, + "TP": 94573, + "n_pred": 102385, + "n_ref": 110396 + }, + "11": { + "Dice": 0.6950375939849625, + "FN": 1871, + "FP": 157, + "IoU": 0.5326112007374971, + "TN": 122707601, + "TP": 2311, + "n_pred": 2468, + "n_ref": 4182 + }, + "12": { + "Dice": 0.3477796754910333, + "FN": 4661, + "FP": 1449, + "IoU": 0.21049231166817417, + "TN": 122704201, + "TP": 1629, + "n_pred": 3078, + "n_ref": 6290 + }, + "13": { + "Dice": 0.7829878935116948, + "FN": 15286, + "FP": 6063, + "IoU": 0.6433690259425688, + "TN": 122652077, + "TP": 38514, + "n_pred": 44577, + "n_ref": 53800 + }, + "14": { + "Dice": 0.9294682675814752, + "FN": 12866, + "FP": 1526, + "IoU": 0.8682304684996475, + "TN": 122602719, + "TP": 94829, + "n_pred": 96355, + "n_ref": 107695 + }, + "15": { + "Dice": 0.9498756475665261, + "FN": 2775, + "FP": 2324, + "IoU": 0.9045363488289367, + "TN": 122658527, + "TP": 48314, + "n_pred": 50638, + "n_ref": 51089 + }, + "2": { + "Dice": 0.9697428958051421, + "FN": 2571, + "FP": 5814, + "IoU": 0.9412630030471787, + "TN": 122569185, + "TP": 134370, + "n_pred": 140184, + "n_ref": 136941 + }, + "3": { + "Dice": 0.978190134301594, + "FN": 3232, + "FP": 3129, + "IoU": 0.9573113033440933, + "TN": 122562931, + "TP": 142648, + "n_pred": 145777, + "n_ref": 145880 + }, + "4": { + "Dice": 0.9539885439590454, + "FN": 4352, + "FP": 1544, + "IoU": 0.9120249481490323, + "TN": 122644921, + "TP": 61123, + "n_pred": 62667, + "n_ref": 65475 + }, + "5": { + "Dice": 0.6734918538088948, + "FN": 8032, + "FP": 866, + "IoU": 0.5077178423236515, + "TN": 122693865, + "TP": 9177, + "n_pred": 10043, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9824638320408214, + "FN": 45837, + "FP": 13600, + "IoU": 0.965532098983076, + "TN": 120987524, + "TP": 1664979, + "n_pred": 1678579, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.8698390581844802, + "FN": 74290, + "FP": 72934, + "IoU": 0.7696594582247269, + "TN": 122072782, + "TP": 491934, + "n_pred": 564868, + "n_ref": 566224 + }, + "8": { + "Dice": 0.9116153901602655, + "FN": 3660, + "FP": 22089, + "IoU": 0.8375857044638858, + "TN": 122553401, + "TP": 132790, + "n_pred": 154879, + "n_ref": 136450 + }, + "9": { + "Dice": 0.9158040653460985, + "FN": 4056, + "FP": 8942, + "IoU": 0.8446850205525285, + "TN": 122628252, + "TP": 70690, + "n_pred": 79632, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/loop_002/summary_cross_val.json b/nnActive_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/loop_002/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..aee35f63f4026dbdeb06f9a98c943ce38c7c5263 --- /dev/null +++ b/nnActive_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/loop_002/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.7271454485061868, + "FN": 4377.153333333333, + "FP": 6445.955555555556, + "IoU": 0.6391647306718566, + "TN": 1789542.351111111, + "TP": 27888.40666666667, + "n_pred": 34334.362222222226, + "n_ref": 32265.56 + }, + "mean": { + "1": { + "Dice": 0.9083839114335568, + "FN": 3961.7, + "FP": 4089.4333333333334, + "IoU": 0.837932556695581, + "TN": 1784330.1333333333, + "TP": 35872.6, + "n_pred": 39962.03333333333, + "n_ref": 39834.3 + }, + "10": { + "Dice": 0.7488572050838556, + "FN": 3586.5333333333333, + "FP": 2284.5, + "IoU": 0.6379238672306549, + "TN": 1811218.1, + "TP": 11164.733333333334, + "n_pred": 13449.233333333334, + "n_ref": 14751.266666666666 + }, + "11": { + "Dice": 0.631558765689029, + "FN": 221.13333333333333, + "FP": 100.93333333333334, + "IoU": 0.4970688271863428, + "TN": 1827641.4, + "TP": 290.4, + "n_pred": 391.3333333333333, + "n_ref": 511.53333333333336 + }, + "12": { + "Dice": 0.5368356669986627, + "FN": 155.7, + "FP": 262.73333333333335, + "IoU": 0.4322319753898201, + "TN": 1827425.7, + "TP": 409.73333333333335, + "n_pred": 672.4666666666667, + "n_ref": 565.4333333333333 + }, + "13": { + "Dice": 0.6280438233263322, + "FN": 4101.966666666666, + "FP": 4278.233333333334, + "IoU": 0.5033683948941237, + "TN": 1810465.2333333334, + "TP": 9408.433333333332, + "n_pred": 13686.666666666666, + "n_ref": 13510.4 + }, + "14": { + "Dice": 0.5619328155926493, + "FN": 7030.833333333333, + "FP": 11884.433333333332, + "IoU": 0.5035947899924768, + "TN": 1771195.3666666667, + "TP": 38143.23333333333, + "n_pred": 50027.666666666664, + "n_ref": 45174.066666666666 + }, + "15": { + "Dice": 0.5483601688850879, + "FN": 2658.9, + "FP": 13841.4, + "IoU": 0.44909229129529493, + "TN": 1795405.9666666666, + "TP": 16347.6, + "n_pred": 30189.0, + "n_ref": 19006.5 + }, + "2": { + "Dice": 0.7412343571955677, + "FN": 1791.9, + "FP": 3026.5, + "IoU": 0.697327023288264, + "TN": 1795919.4666666666, + "TP": 27516.0, + "n_pred": 30542.5, + "n_ref": 29307.9 + }, + "3": { + "Dice": 0.8458854679083765, + "FN": 687.5333333333333, + "FP": 2125.2, + "IoU": 0.8033297437839589, + "TN": 1804809.8, + "TP": 20631.333333333332, + "n_pred": 22756.533333333333, + "n_ref": 21318.866666666665 + }, + "4": { + "Dice": 0.8251619943311114, + "FN": 1006.6333333333333, + "FP": 891.3, + "IoU": 0.713301919716098, + "TN": 1819488.6666666667, + "TP": 6867.266666666666, + "n_pred": 7758.566666666667, + "n_ref": 7873.9 + }, + "5": { + "Dice": 0.6465388462069687, + "FN": 192.56666666666666, + "FP": 381.5, + "IoU": 0.5483220944997642, + "TN": 1826326.4333333333, + "TP": 1353.3666666666666, + "n_pred": 1734.8666666666666, + "n_ref": 1545.9333333333334 + }, + "6": { + "Dice": 0.8579380008467353, + "FN": 18334.366666666665, + "FP": 29498.933333333334, + "IoU": 0.7834668523603046, + "TN": 1643397.8, + "TP": 137022.76666666666, + "n_pred": 166521.7, + "n_ref": 155357.13333333333 + }, + "7": { + "Dice": 0.7167790135041946, + "FN": 20329.3, + "FP": 20800.1, + "IoU": 0.6169539968840374, + "TN": 1700790.8666666667, + "TP": 86333.6, + "n_pred": 107133.7, + "n_ref": 106662.9 + }, + "8": { + "Dice": 0.9239087970627098, + "FN": 547.2666666666667, + "FP": 1673.5666666666666, + "IoU": 0.862308526022003, + "TN": 1807805.4333333333, + "TP": 18227.6, + "n_pred": 19901.166666666668, + "n_ref": 18774.866666666665 + }, + "9": { + "Dice": 0.7857628935279645, + "FN": 1050.9666666666667, + "FP": 1550.5666666666666, + "IoU": 0.7012481008391257, + "TN": 1816914.9, + "TP": 8737.433333333332, + "n_pred": 10288.0, + "n_ref": 9788.4 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8817715089616868, + "FN": 1493, + "FP": 11449, + "IoU": 0.7885432324684661, + "TN": 639724, + "TP": 48262, + "n_pred": 59711, + "n_ref": 49755 + }, + "15": { + "Dice": 0.917534046545867, + "FN": 12863, + "FP": 804, + "IoU": 0.8476331690784633, + "TN": 611230, + "TP": 76031, + "n_pred": 76835, + "n_ref": 88894 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8587184873949579, + "FN": 318, + "FP": 220, + "IoU": 0.752416014726185, + "TN": 698755, + "TP": 1635, + "n_pred": 1855, + "n_ref": 1953 + }, + "6": { + "Dice": 0.951969569982593, + "FN": 4426, + "FP": 3769, + "IoU": 0.9083415354330708, + "TN": 611520, + "TP": 81213, + "n_pred": 84982, + "n_ref": 85639 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8917748917748918, + "FN": 210, + "FP": 265, + "IoU": 0.8046875, + "TN": 698496, + "TP": 1957, + "n_pred": 2222, + "n_ref": 2167 + }, + "9": { + "Dice": 0.8377103111194661, + "FN": 4936, + "FP": 3697, + "IoU": 0.7207414116581484, + "TN": 670014, + "TP": 22281, + "n_pred": 25978, + "n_ref": 27217 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8752572604619254, + "FN": 1049, + "FP": 1133, + "IoU": 0.7781844058147809, + "TN": 866323, + "TP": 7655, + "n_pred": 8788, + "n_ref": 8704 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9547261972546787, + "FN": 4032, + "FP": 5589, + "IoU": 0.9133742706907729, + "TN": 765096, + "TP": 101443, + "n_pred": 107032, + "n_ref": 105475 + }, + "15": { + "Dice": 0.40269370460048426, + "FN": 1440, + "FP": 14348, + "IoU": 0.2521080056845097, + "TN": 855050, + "TP": 5322, + "n_pred": 19670, + "n_ref": 6762 + }, + "2": { + "Dice": 0.9650963904613721, + "FN": 920, + "FP": 2243, + "IoU": 0.932547129574341, + "TN": 829268, + "TP": 43729, + "n_pred": 45972, + "n_ref": 44649 + }, + "3": { + "Dice": 0.9645925092930997, + "FN": 2046, + "FP": 2488, + "IoU": 0.9316066553029732, + "TN": 809867, + "TP": 61759, + "n_pred": 64247, + "n_ref": 63805 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8917693445046821, + "FN": 455, + "FP": 1741, + "IoU": 0.8046784666014409, + "TN": 864917, + "TP": 9047, + "n_pred": 10788, + "n_ref": 9502 + }, + "7": { + "Dice": 0.7440311911333071, + "FN": 9895, + "FP": 1791, + "IoU": 0.5923962329961633, + "TN": 847490, + "TP": 16984, + "n_pred": 18775, + "n_ref": 26879 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7780979827089337, + "FN": 35, + "FP": 119, + "IoU": 0.6367924528301887, + "TN": 875736, + "TP": 270, + "n_pred": 389, + "n_ref": 305 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9467213114754098, + "FN": 143, + "FP": 117, + "IoU": 0.8988326848249028, + "TN": 1048822, + "TP": 2310, + "n_pred": 2427, + "n_ref": 2453 + }, + "10": { + "Dice": 0.870326853236488, + "FN": 804, + "FP": 1017, + "IoU": 0.7704236006051437, + "TN": 1043460, + "TP": 6111, + "n_pred": 7128, + "n_ref": 6915 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 1051390, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "14": { + "Dice": 0.3200694859128169, + "FN": 10754, + "FP": 1771, + "IoU": 0.1905254313966264, + "TN": 1035919, + "TP": 2948, + "n_pred": 4719, + "n_ref": 13702 + }, + "15": { + "Dice": 0.26028499195587224, + "FN": 1979, + "FP": 23769, + "IoU": 0.14961358081775547, + "TN": 1021114, + "TP": 4530, + "n_pred": 28299, + "n_ref": 6509 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 41, + "IoU": 0.0, + "TN": 1051351, + "TP": 0, + "n_pred": 41, + "n_ref": 0 + }, + "3": { + "Dice": 0.9235277058311749, + "FN": 1190, + "FP": 14104, + "IoU": 0.8579205529337446, + "TN": 943748, + "TP": 92350, + "n_pred": 106454, + "n_ref": 93540 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9746153278282237, + "FN": 1843, + "FP": 564, + "IoU": 0.9504875138848892, + "TN": 1002778, + "TP": 46207, + "n_pred": 46771, + "n_ref": 48050 + }, + "7": { + "Dice": 0.9895227163525706, + "FN": 964, + "FP": 2176, + "IoU": 0.9792627032453209, + "TN": 899974, + "TP": 148278, + "n_pred": 150454, + "n_ref": 149242 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8870392390011891, + "FN": 92, + "FP": 3, + "IoU": 0.7970085470085471, + "TN": 2102316, + "TP": 373, + "n_pred": 376, + "n_ref": 465 + }, + "10": { + "Dice": 0.4973518670771113, + "FN": 15501, + "FP": 10788, + "IoU": 0.33098358569792596, + "TN": 2063489, + "TP": 13006, + "n_pred": 23794, + "n_ref": 28507 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6582024277043913, + "FN": 7771, + "FP": 7547, + "IoU": 0.49053779891575483, + "TN": 2072717, + "TP": 14749, + "n_pred": 22296, + "n_ref": 22520 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 666, + "IoU": 0.0, + "TN": 2102118, + "TP": 0, + "n_pred": 666, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9292518010375943, + "FN": 3466, + "FP": 10921, + "IoU": 0.8678527798954726, + "TN": 1993913, + "TP": 94484, + "n_pred": 105405, + "n_ref": 97950 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.4172494172494173, + "FN": 500, + "FP": 0, + "IoU": 0.26362297496318116, + "TN": 2102105, + "TP": 179, + "n_pred": 179, + "n_ref": 679 + }, + "6": { + "Dice": 0.9569571376437672, + "FN": 10865, + "FP": 22042, + "IoU": 0.9174667429121772, + "TN": 1704072, + "TP": 365805, + "n_pred": 387847, + "n_ref": 376670 + }, + "7": { + "Dice": 0.9623944601482257, + "FN": 31549, + "FP": 9267, + "IoU": 0.9275147666286624, + "TN": 1539690, + "TP": 522278, + "n_pred": 531545, + "n_ref": 553827 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7428038817917649, + "FN": 4408, + "FP": 283, + "IoU": 0.5908416921064108, + "TN": 2091319, + "TP": 6774, + "n_pred": 7057, + "n_ref": 11182 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9103694910670013, + "FN": 4655, + "FP": 1310, + "IoU": 0.8354845827127806, + "TN": 2241758, + "TP": 30293, + "n_pred": 31603, + "n_ref": 34948 + }, + "10": { + "Dice": 0.6592210181966878, + "FN": 7082, + "FP": 6252, + "IoU": 0.49167016125957835, + "TN": 2251785, + "TP": 12897, + "n_pred": 19149, + "n_ref": 19979 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3069469218531553, + "FN": 45563, + "FP": 11941, + "IoU": 0.1812978729462684, + "TN": 2207778, + "TP": 12734, + "n_pred": 24675, + "n_ref": 58297 + }, + "14": { + "Dice": 0.9405861657852969, + "FN": 4759, + "FP": 3364, + "IoU": 0.8878364010438962, + "TN": 2205595, + "TP": 64298, + "n_pred": 67662, + "n_ref": 69057 + }, + "15": { + "Dice": 0.880414555240631, + "FN": 835, + "FP": 3342, + "IoU": 0.7863754922518283, + "TN": 2258463, + "TP": 15376, + "n_pred": 18718, + "n_ref": 16211 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9404502318724854, + "FN": 1382, + "FP": 4435, + "IoU": 0.8875942028985507, + "TN": 2226266, + "TP": 45933, + "n_pred": 50368, + "n_ref": 47315 + }, + "4": { + "Dice": 0.8871927522012258, + "FN": 2996, + "FP": 5857, + "IoU": 0.7972564466633079, + "TN": 2234350, + "TP": 34813, + "n_pred": 40670, + "n_ref": 37809 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8471188957408445, + "FN": 6115, + "FP": 14065, + "IoU": 0.7347842657940044, + "TN": 2201927, + "TP": 55909, + "n_pred": 69974, + "n_ref": 62024 + }, + "7": { + "Dice": 0.7122294320650633, + "FN": 274104, + "FP": 45515, + "IoU": 0.5530716804680443, + "TN": 1562870, + "TP": 395527, + "n_pred": 441042, + "n_ref": 669631 + }, + "8": { + "Dice": 0.9165667011375388, + "FN": 1079, + "FP": 938, + "IoU": 0.8459835064141723, + "TN": 2264920, + "TP": 11079, + "n_pred": 12017, + "n_ref": 12158 + }, + "9": { + "Dice": 0.03495145631067961, + "FN": 994, + "FP": 0, + "IoU": 0.017786561264822136, + "TN": 2277004, + "TP": 18, + "n_pred": 18, + "n_ref": 1012 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6746554823247454, + "FN": 17250, + "FP": 1755, + "IoU": 0.5090415913200723, + "TN": 1713610, + "TP": 19705, + "n_pred": 21460, + "n_ref": 36955 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7217967201297532, + "FN": 5909, + "FP": 6441, + "IoU": 0.5646963448591872, + "TN": 1723949, + "TP": 16021, + "n_pred": 22462, + "n_ref": 21930 + }, + "14": { + "Dice": 0.0, + "FN": 66, + "FP": 40364, + "IoU": 0.0, + "TN": 1711890, + "TP": 0, + "n_pred": 40364, + "n_ref": 66 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 40927, + "IoU": 0.0, + "TN": 1711393, + "TP": 0, + "n_pred": 40927, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8939602596891599, + "FN": 472, + "FP": 67, + "IoU": 0.808253290643899, + "TN": 1749509, + "TP": 2272, + "n_pred": 2339, + "n_ref": 2744 + }, + "4": { + "Dice": 0.7412731006160165, + "FN": 188, + "FP": 316, + "IoU": 0.5889070146818923, + "TN": 1751094, + "TP": 722, + "n_pred": 1038, + "n_ref": 910 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8625895520093473, + "FN": 1272, + "FP": 3197, + "IoU": 0.7583801903114187, + "TN": 1733824, + "TP": 14027, + "n_pred": 17224, + "n_ref": 15299 + }, + "7": { + "Dice": 0.7603428884092774, + "FN": 9383, + "FP": 6385, + "IoU": 0.6133493538657708, + "TN": 1711539, + "TP": 25013, + "n_pred": 31398, + "n_ref": 34396 + }, + "8": { + "Dice": 0.7984344422700587, + "FN": 52, + "FP": 51, + "IoU": 0.6644951140065146, + "TN": 1752013, + "TP": 204, + "n_pred": 255, + "n_ref": 256 + }, + "9": { + "Dice": 0.8890765034420055, + "FN": 529, + "FP": 2887, + "IoU": 0.8003039869051795, + "TN": 1735214, + "TP": 13690, + "n_pred": 16577, + "n_ref": 14219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9284372464069176, + "FN": 28206, + "FP": 19679, + "IoU": 0.8664329207913888, + "TN": 1569043, + "TP": 310624, + "n_pred": 330303, + "n_ref": 338830 + }, + "10": { + "Dice": 0.7874666666666666, + "FN": 690, + "FP": 904, + "IoU": 0.6494391906751704, + "TN": 1923005, + "TP": 2953, + "n_pred": 3857, + "n_ref": 3643 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.784495149119655, + "FN": 2707, + "FP": 16485, + "IoU": 0.6454068435444534, + "TN": 1873428, + "TP": 34932, + "n_pred": 51417, + "n_ref": 37639 + }, + "15": { + "Dice": 0.4783404910461065, + "FN": 544, + "FP": 31645, + "IoU": 0.31435448484461204, + "TN": 1880605, + "TP": 14758, + "n_pred": 46403, + "n_ref": 15302 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.942121138012554, + "FN": 445, + "FP": 975, + "IoU": 0.8905756338136703, + "TN": 1914575, + "TP": 11557, + "n_pred": 12532, + "n_ref": 12002 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.31046091693701416, + "FN": 10453, + "FP": 12077, + "IoU": 0.1837548003767843, + "TN": 1899950, + "TP": 5072, + "n_pred": 17149, + "n_ref": 15525 + }, + "7": { + "Dice": 0.831313975349906, + "FN": 319, + "FP": 2911, + "IoU": 0.7113236214138886, + "TN": 1916363, + "TP": 7959, + "n_pred": 10870, + "n_ref": 8278 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9561127882857906, + "FN": 1176, + "FP": 961, + "IoU": 0.91591579775723, + "TN": 1025977, + "TP": 23278, + "n_pred": 24239, + "n_ref": 24454 + }, + "10": { + "Dice": 0.7868284860412567, + "FN": 6039, + "FP": 5659, + "IoU": 0.648571514405023, + "TN": 1018105, + "TP": 21589, + "n_pred": 27248, + "n_ref": 27628 + }, + "11": { + "Dice": 0.8188775510204082, + "FN": 113, + "FP": 29, + "IoU": 0.693304535637149, + "TN": 1050929, + "TP": 321, + "n_pred": 350, + "n_ref": 434 + }, + "12": { + "Dice": 0.7059075342465754, + "FN": 874, + "FP": 500, + "IoU": 0.5454846179292094, + "TN": 1048369, + "TP": 1649, + "n_pred": 2149, + "n_ref": 2523 + }, + "13": { + "Dice": 0.7048117392788079, + "FN": 603, + "FP": 4587, + "IoU": 0.5441770595468118, + "TN": 1040006, + "TP": 6196, + "n_pred": 10783, + "n_ref": 6799 + }, + "14": { + "Dice": 0.9822120633187773, + "FN": 3296, + "FP": 1918, + "IoU": 0.965045888165613, + "TN": 902225, + "TP": 143953, + "n_pred": 145871, + "n_ref": 147249 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.909706546275395, + "FN": 58, + "FP": 102, + "IoU": 0.8343685300207039, + "TN": 1050426, + "TP": 806, + "n_pred": 908, + "n_ref": 864 + }, + "3": { + "Dice": 0.9332892270371596, + "FN": 96, + "FP": 509, + "IoU": 0.8749224726069879, + "TN": 1046555, + "TP": 4232, + "n_pred": 4741, + "n_ref": 4328 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8361600526922444, + "FN": 754, + "FP": 241, + "IoU": 0.7184493491794001, + "TN": 1047858, + "TP": 2539, + "n_pred": 2780, + "n_ref": 3293 + }, + "7": { + "Dice": 0.9794379197778695, + "FN": 3631, + "FP": 5137, + "IoU": 0.9597044008970919, + "TN": 833800, + "TP": 208824, + "n_pred": 213961, + "n_ref": 212455 + }, + "8": { + "Dice": 0.9538115452995174, + "FN": 785, + "FP": 488, + "IoU": 0.9117014635499757, + "TN": 1036975, + "TP": 13144, + "n_pred": 13632, + "n_ref": 13929 + }, + "9": { + "Dice": 0.9070126660488106, + "FN": 810, + "FP": 1899, + "IoU": 0.8298473713962691, + "TN": 1035471, + "TP": 13212, + "n_pred": 15111, + "n_ref": 14022 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8208359413032895, + "FN": 7548, + "FP": 5333, + "IoU": 0.6961168255166557, + "TN": 1009004, + "TP": 29507, + "n_pred": 34840, + "n_ref": 37055 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8023636929113137, + "FN": 1898, + "FP": 6363, + "IoU": 0.669956052736716, + "TN": 1026362, + "TP": 16769, + "n_pred": 23132, + "n_ref": 18667 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7355401929567903, + "FN": 1423, + "FP": 53893, + "IoU": 0.5817031026686126, + "TN": 919151, + "TP": 76925, + "n_pred": 130818, + "n_ref": 78348 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9597097666399262, + "FN": 1644, + "FP": 1721, + "IoU": 0.9225403986925096, + "TN": 1007950, + "TP": 40077, + "n_pred": 41798, + "n_ref": 41721 + }, + "7": { + "Dice": 0.9657258990215339, + "FN": 11678, + "FP": 2505, + "IoU": 0.9337233699537844, + "TN": 837395, + "TP": 199814, + "n_pred": 202319, + "n_ref": 211492 + }, + "8": { + "Dice": 0.9088145896656535, + "FN": 34, + "FP": 86, + "IoU": 0.8328690807799443, + "TN": 1050674, + "TP": 598, + "n_pred": 684, + "n_ref": 632 + }, + "9": { + "Dice": 0.8194462498375146, + "FN": 383, + "FP": 1006, + "IoU": 0.6941202378330764, + "TN": 1046851, + "TP": 3152, + "n_pred": 4158, + "n_ref": 3535 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9180467091295117, + "FN": 157, + "FP": 36, + "IoU": 0.8485086342229199, + "TN": 2101510, + "TP": 1081, + "n_pred": 1117, + "n_ref": 1238 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6365270999229387, + "FN": 4003, + "FP": 242, + "IoU": 0.46684250188394877, + "TN": 2094822, + "TP": 3717, + "n_pred": 3959, + "n_ref": 7720 + }, + "14": { + "Dice": 0.830480847595762, + "FN": 9132, + "FP": 2932, + "IoU": 0.7101045296167248, + "TN": 2061169, + "TP": 29551, + "n_pred": 32483, + "n_ref": 38683 + }, + "15": { + "Dice": 0.6074086508869118, + "FN": 992, + "FP": 13040, + "IoU": 0.43617149515811465, + "TN": 2077897, + "TP": 10855, + "n_pred": 23895, + "n_ref": 11847 + }, + "2": { + "Dice": 0.7287381822252527, + "FN": 25290, + "FP": 1365, + "IoU": 0.5732400454698282, + "TN": 2040325, + "TP": 35804, + "n_pred": 37169, + "n_ref": 61094 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 24635, + "IoU": 0.0, + "TN": 2078149, + "TP": 0, + "n_pred": 24635, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9258993089832182, + "FN": 5161, + "FP": 4222, + "IoU": 0.8620228221869302, + "TN": 2034780, + "TP": 58621, + "n_pred": 62843, + "n_ref": 63782 + }, + "7": { + "Dice": 0.12514388723584474, + "FN": 128, + "FP": 40153, + "IoU": 0.06674852879848014, + "TN": 2059622, + "TP": 2881, + "n_pred": 43034, + "n_ref": 3009 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9313040176876521, + "FN": 3486, + "FP": 21122, + "IoU": 0.8714396171608886, + "TN": 1560908, + "TP": 166804, + "n_pred": 187926, + "n_ref": 170290 + }, + "10": { + "Dice": 0.5884445660725892, + "FN": 8099, + "FP": 3932, + "IoU": 0.41687669639395114, + "TN": 1731688, + "TP": 8601, + "n_pred": 12533, + "n_ref": 16700 + }, + "11": { + "Dice": 0.6010957474563006, + "FN": 1449, + "FP": 80, + "IoU": 0.42969041402461766, + "TN": 1749639, + "TP": 1152, + "n_pred": 1232, + "n_ref": 2601 + }, + "12": { + "Dice": 0.6056224899598394, + "FN": 1291, + "FP": 1655, + "IoU": 0.434331797235023, + "TN": 1747112, + "TP": 2262, + "n_pred": 3917, + "n_ref": 3553 + }, + "13": { + "Dice": 0.7106920730499544, + "FN": 3642, + "FP": 3661, + "IoU": 0.5512198119584588, + "TN": 1736047, + "TP": 8970, + "n_pred": 12631, + "n_ref": 12612 + }, + "14": { + "Dice": 0.9612587932900433, + "FN": 2374, + "FP": 2208, + "IoU": 0.9254073941426408, + "TN": 1690893, + "TP": 56845, + "n_pred": 59053, + "n_ref": 59219 + }, + "15": { + "Dice": 0.5476622163617384, + "FN": 10948, + "FP": 46683, + "IoU": 0.377090111220398, + "TN": 1659801, + "TP": 34888, + "n_pred": 81571, + "n_ref": 45836 + }, + "2": { + "Dice": 0.9012208657047724, + "FN": 223, + "FP": 44, + "IoU": 0.8202020202020202, + "TN": 1750835, + "TP": 1218, + "n_pred": 1262, + "n_ref": 1441 + }, + "3": { + "Dice": 0.9569718465972068, + "FN": 1556, + "FP": 2326, + "IoU": 0.9174937833414806, + "TN": 1705269, + "TP": 43169, + "n_pred": 45495, + "n_ref": 44725 + }, + "4": { + "Dice": 0.8816073059360731, + "FN": 249, + "FP": 2992, + "IoU": 0.7882806375751241, + "TN": 1737012, + "TP": 12067, + "n_pred": 15059, + "n_ref": 12316 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9620206557558129, + "FN": 2827, + "FP": 5425, + "IoU": 0.9268206165088149, + "TN": 1639556, + "TP": 104512, + "n_pred": 109937, + "n_ref": 107339 + }, + "7": { + "Dice": 0.6446013371369409, + "FN": 96048, + "FP": 753, + "IoU": 0.475580620520405, + "TN": 1567733, + "TP": 87786, + "n_pred": 88539, + "n_ref": 183834 + }, + "8": { + "Dice": 0.9416037999441185, + "FN": 43, + "FP": 793, + "IoU": 0.8896515311510031, + "TN": 1744744, + "TP": 6740, + "n_pred": 7533, + "n_ref": 6783 + }, + "9": { + "Dice": 0.8956976620049109, + "FN": 165, + "FP": 812, + "IoU": 0.8110982211910286, + "TN": 1747148, + "TP": 4195, + "n_pred": 5007, + "n_ref": 4360 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7699996850029924, + "FN": 2073, + "FP": 63642, + "IoU": 0.6260158437478659, + "TN": 2277532, + "TP": 110001, + "n_pred": 173643, + "n_ref": 112074 + }, + "10": { + "Dice": 0.8890797194790325, + "FN": 3491, + "FP": 2709, + "IoU": 0.8003091986601392, + "TN": 2422200, + "TP": 24848, + "n_pred": 27557, + "n_ref": 28339 + }, + "11": { + "Dice": 0.7984255230992334, + "FN": 916, + "FP": 57, + "IoU": 0.6644827586206896, + "TN": 2450348, + "TP": 1927, + "n_pred": 1984, + "n_ref": 2843 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8646482356993018, + "FN": 4049, + "FP": 13243, + "IoU": 0.7615685841928189, + "TN": 2380724, + "TP": 55232, + "n_pred": 68475, + "n_ref": 59281 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.977103325150636, + "FN": 609, + "FP": 417, + "IoU": 0.9552316956104372, + "TN": 2430330, + "TP": 21892, + "n_pred": 22309, + "n_ref": 22501 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8175056502979248, + "FN": 8119, + "FP": 763, + "IoU": 0.691340005560189, + "TN": 2424472, + "TP": 19894, + "n_pred": 20657, + "n_ref": 28013 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8753140107869983, + "FN": 68355, + "FP": 6593, + "IoU": 0.7782741308971928, + "TN": 2115227, + "TP": 263073, + "n_pred": 269666, + "n_ref": 331428 + }, + "7": { + "Dice": 0.6484307865459052, + "FN": 2835, + "FP": 89627, + "IoU": 0.4797614358858943, + "TN": 2275518, + "TP": 85268, + "n_pred": 174895, + "n_ref": 88103 + }, + "8": { + "Dice": 0.916047614785644, + "FN": 817, + "FP": 1059, + "IoU": 0.8450994963256544, + "TN": 2441137, + "TP": 10235, + "n_pred": 11294, + "n_ref": 11052 + }, + "9": { + "Dice": 0.9678269486201008, + "FN": 946, + "FP": 2106, + "IoU": 0.9376595788140614, + "TN": 2404291, + "TP": 45905, + "n_pred": 48011, + "n_ref": 46851 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9711827572861779, + "FN": 1503, + "FP": 433, + "IoU": 0.9439798605283718, + "TN": 666369, + "TP": 32623, + "n_pred": 33056, + "n_ref": 34126 + }, + "10": { + "Dice": 0.8125206657114515, + "FN": 1154, + "FP": 547, + "IoU": 0.6842398366437721, + "TN": 695541, + "TP": 3686, + "n_pred": 4233, + "n_ref": 4840 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6894348257847244, + "FN": 10475, + "FP": 3911, + "IoU": 0.526059168478619, + "TN": 670574, + "TP": 15968, + "n_pred": 19879, + "n_ref": 26443 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 111, + "IoU": 0.0, + "TN": 700817, + "TP": 0, + "n_pred": 111, + "n_ref": 0 + }, + "3": { + "Dice": 0.940719427954013, + "FN": 5498, + "FP": 4268, + "IoU": 0.888073899190868, + "TN": 613674, + "TP": 77488, + "n_pred": 81756, + "n_ref": 82986 + }, + "4": { + "Dice": 0.9041428055512563, + "FN": 1542, + "FP": 2174, + "IoU": 0.8250553175462548, + "TN": 679687, + "TP": 17525, + "n_pred": 19699, + "n_ref": 19067 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.962970343453288, + "FN": 855, + "FP": 5463, + "IoU": 0.9285851541217828, + "TN": 612459, + "TP": 82151, + "n_pred": 87614, + "n_ref": 83006 + }, + "7": { + "Dice": 0.6610554189521468, + "FN": 520, + "FP": 6648, + "IoU": 0.4937138013843763, + "TN": 686770, + "TP": 6990, + "n_pred": 13638, + "n_ref": 7510 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8447962201357095, + "FN": 8956, + "FP": 9045, + "IoU": 0.7312962741819918, + "TN": 4138576, + "TP": 48991, + "n_pred": 58036, + "n_ref": 57947 + }, + "10": { + "Dice": 0.016826923076923076, + "FN": 1207, + "FP": 429, + "IoU": 0.008484848484848486, + "TN": 4203918, + "TP": 14, + "n_pred": 443, + "n_ref": 1221 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4205568, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4205568, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4910357334212587, + "FN": 7880, + "FP": 4469, + "IoU": 0.3254124330820496, + "TN": 4187262, + "TP": 5957, + "n_pred": 10426, + "n_ref": 13837 + }, + "14": { + "Dice": 0.011788951820946287, + "FN": 3831, + "FP": 133307, + "IoU": 0.0059294267737539505, + "TN": 4067612, + "TP": 818, + "n_pred": 134125, + "n_ref": 4649 + }, + "15": { + "Dice": 0.19211726638337687, + "FN": 721, + "FP": 102894, + "IoU": 0.10626644240307069, + "TN": 4089633, + "TP": 12320, + "n_pred": 115214, + "n_ref": 13041 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4205568, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 860, + "IoU": 0.0, + "TN": 4204708, + "TP": 0, + "n_pred": 860, + "n_ref": 0 + }, + "4": { + "Dice": 0.8380287925203195, + "FN": 6441, + "FP": 2706, + "IoU": 0.7212130448034136, + "TN": 4172758, + "TP": 23663, + "n_pred": 26369, + "n_ref": 30104 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 95, + "IoU": 0.0, + "TN": 4205473, + "TP": 0, + "n_pred": 95, + "n_ref": 0 + }, + "6": { + "Dice": 0.8179888471941419, + "FN": 23449, + "FP": 70357, + "IoU": 0.6920314120999619, + "TN": 3900972, + "TP": 210790, + "n_pred": 281147, + "n_ref": 234239 + }, + "7": { + "Dice": 0.7084313522220715, + "FN": 3934, + "FP": 32629, + "IoU": 0.5485046059618187, + "TN": 4124586, + "TP": 44419, + "n_pred": 77048, + "n_ref": 48353 + }, + "8": { + "Dice": 0.7827476038338658, + "FN": 6, + "FP": 266, + "IoU": 0.6430446194225722, + "TN": 4204806, + "TP": 490, + "n_pred": 756, + "n_ref": 496 + }, + "9": { + "Dice": 0.7937657114127702, + "FN": 1173, + "FP": 2929, + "IoU": 0.6580526842280761, + "TN": 4193572, + "TP": 7894, + "n_pred": 10823, + "n_ref": 9067 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8148350808301079, + "FN": 45222, + "FP": 800, + "IoU": 0.6875288558159746, + "TN": 4759212, + "TP": 101262, + "n_pred": 102062, + "n_ref": 146484 + }, + "10": { + "Dice": 0.7702677956346957, + "FN": 14841, + "FP": 11504, + "IoU": 0.6263703535618556, + "TN": 4835985, + "TP": 44166, + "n_pred": 55670, + "n_ref": 59007 + }, + "11": { + "Dice": 0.15221863062004115, + "FN": 1752, + "FP": 1133, + "IoU": 0.08237913486005088, + "TN": 4903352, + "TP": 259, + "n_pred": 1392, + "n_ref": 2011 + }, + "12": { + "Dice": 0.10174880763116058, + "FN": 714, + "FP": 2676, + "IoU": 0.05360134003350084, + "TN": 4902914, + "TP": 192, + "n_pred": 2868, + "n_ref": 906 + }, + "13": { + "Dice": 0.5511659983375503, + "FN": 11173, + "FP": 37964, + "IoU": 0.38042039164260405, + "TN": 4827189, + "TP": 30170, + "n_pred": 68134, + "n_ref": 41343 + }, + "14": { + "Dice": 0.8462974313255698, + "FN": 5390, + "FP": 5644, + "IoU": 0.7335490570138369, + "TN": 4865085, + "TP": 30377, + "n_pred": 36021, + "n_ref": 35767 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 4906494, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "2": { + "Dice": 0.9517296574985172, + "FN": 9967, + "FP": 10298, + "IoU": 0.9079047826798277, + "TN": 4686452, + "TP": 199779, + "n_pred": 210077, + "n_ref": 209746 + }, + "3": { + "Dice": 0.9464675376200867, + "FN": 489, + "FP": 1400, + "IoU": 0.8983752958898213, + "TN": 4887908, + "TP": 16699, + "n_pred": 18099, + "n_ref": 17188 + }, + "4": { + "Dice": 0.7206818348086912, + "FN": 562, + "FP": 7074, + "IoU": 0.5633327614799566, + "TN": 4889009, + "TP": 9851, + "n_pred": 16925, + "n_ref": 10413 + }, + "5": { + "Dice": 0.8517391879381034, + "FN": 574, + "FP": 547, + "IoU": 0.7417645703754895, + "TN": 4902155, + "TP": 3220, + "n_pred": 3767, + "n_ref": 3794 + }, + "6": { + "Dice": 0.8973263778519174, + "FN": 377040, + "FP": 58701, + "IoU": 0.8137733231560079, + "TN": 2566654, + "TP": 1904101, + "n_pred": 1962802, + "n_ref": 2281141 + }, + "7": { + "Dice": 0.5687952029946622, + "FN": 114281, + "FP": 35009, + "IoU": 0.39742404733746917, + "TN": 4658743, + "TP": 98463, + "n_pred": 133472, + "n_ref": 212744 + }, + "8": { + "Dice": 0.9404996927582465, + "FN": 785, + "FP": 3766, + "IoU": 0.8876823218736889, + "TN": 4865977, + "TP": 35968, + "n_pred": 39734, + "n_ref": 36753 + }, + "9": { + "Dice": 0.7672583826429981, + "FN": 9223, + "FP": 12725, + "IoU": 0.6224, + "TN": 4848371, + "TP": 36177, + "n_pred": 48902, + "n_ref": 45400 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8597701149425288, + "FN": 145, + "FP": 38, + "IoU": 0.7540322580645161, + "TN": 2802968, + "TP": 561, + "n_pred": 599, + "n_ref": 706 + }, + "10": { + "Dice": 0.9244112421992439, + "FN": 4643, + "FP": 3654, + "IoU": 0.8594467313784283, + "TN": 2744681, + "TP": 50734, + "n_pred": 54388, + "n_ref": 55377 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8646145819746968, + "FN": 789, + "FP": 5439, + "IoU": 0.7615163699023549, + "TN": 2777597, + "TP": 19887, + "n_pred": 25326, + "n_ref": 20676 + }, + "14": { + "Dice": 0.9366081679514515, + "FN": 653, + "FP": 893, + "IoU": 0.8807742731549317, + "TN": 2790745, + "TP": 11421, + "n_pred": 12314, + "n_ref": 12074 + }, + "15": { + "Dice": 0.8969342421148486, + "FN": 3379, + "FP": 356, + "IoU": 0.8131285335468055, + "TN": 2783725, + "TP": 16252, + "n_pred": 16608, + "n_ref": 19631 + }, + "2": { + "Dice": 0.97180986077994, + "FN": 3163, + "FP": 2701, + "IoU": 0.9451655133719843, + "TN": 2696772, + "TP": 101076, + "n_pred": 103777, + "n_ref": 104239 + }, + "3": { + "Dice": 0.9772168222959903, + "FN": 2086, + "FP": 3638, + "IoU": 0.9554486655614449, + "TN": 2675231, + "TP": 122757, + "n_pred": 126395, + "n_ref": 124843 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7828882294757665, + "FN": 64, + "FP": 2570, + "IoU": 0.6432344575375863, + "TN": 2796329, + "TP": 4749, + "n_pred": 7319, + "n_ref": 4813 + }, + "6": { + "Dice": 0.9852412828454391, + "FN": 3494, + "FP": 3892, + "IoU": 0.9709118691861152, + "TN": 2549794, + "TP": 246532, + "n_pred": 250424, + "n_ref": 250026 + }, + "7": { + "Dice": 0.9494672164128588, + "FN": 5705, + "FP": 4970, + "IoU": 0.9037958940898686, + "TN": 2692750, + "TP": 100287, + "n_pred": 105257, + "n_ref": 105992 + }, + "8": { + "Dice": 0.9285068661722587, + "FN": 1754, + "FP": 4811, + "IoU": 0.8665541913976746, + "TN": 2754516, + "TP": 42631, + "n_pred": 47442, + "n_ref": 44385 + }, + "9": { + "Dice": 0.947333019439026, + "FN": 1359, + "FP": 207, + "IoU": 0.8999361022364217, + "TN": 2788062, + "TP": 14084, + "n_pred": 14291, + "n_ref": 15443 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9667661490211948, + "FN": 236, + "FP": 421, + "IoU": 0.9356702242240282, + "TN": 1566875, + "TP": 9556, + "n_pred": 9977, + "n_ref": 9792 + }, + "10": { + "Dice": 0.8478784956605593, + "FN": 79, + "FP": 1183, + "IoU": 0.7359280184138941, + "TN": 1572309, + "TP": 3517, + "n_pred": 4700, + "n_ref": 3596 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 170, + "IoU": 0.0, + "TN": 1576918, + "TP": 0, + "n_pred": 170, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.971049521967988, + "FN": 641, + "FP": 1515, + "IoU": 0.9437281411494493, + "TN": 1538774, + "TP": 36158, + "n_pred": 37673, + "n_ref": 36799 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9309425887182098, + "FN": 7078, + "FP": 1603, + "IoU": 0.8708069172842814, + "TN": 1509894, + "TP": 58513, + "n_pred": 60116, + "n_ref": 65591 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8775348862863341, + "FN": 458, + "FP": 6203, + "IoU": 0.7817925702679683, + "TN": 1546562, + "TP": 23865, + "n_pred": 30068, + "n_ref": 24323 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 145, + "FP": 0, + "IoU": 0.0, + "TN": 1051247, + "TP": 0, + "n_pred": 0, + "n_ref": 145 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7870967741935484, + "FN": 77, + "FP": 55, + "IoU": 0.648936170212766, + "TN": 1051016, + "TP": 244, + "n_pred": 299, + "n_ref": 321 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2951, + "IoU": 0.0, + "TN": 1048441, + "TP": 0, + "n_pred": 2951, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8281991232810905, + "FN": 1269, + "FP": 1592, + "IoU": 0.7067746233473404, + "TN": 1041635, + "TP": 6896, + "n_pred": 8488, + "n_ref": 8165 + }, + "6": { + "Dice": 0.9309770777308234, + "FN": 655, + "FP": 423, + "IoU": 0.8708672735984667, + "TN": 1043044, + "TP": 7270, + "n_pred": 7693, + "n_ref": 7925 + }, + "7": { + "Dice": 0.9201552454596629, + "FN": 1544, + "FP": 1151, + "IoU": 0.8521180860403863, + "TN": 1033168, + "TP": 15529, + "n_pred": 16680, + "n_ref": 17073 + }, + "8": { + "Dice": 0.9463669505203985, + "FN": 3663, + "FP": 11755, + "IoU": 0.8981940638515633, + "TN": 899947, + "TP": 136027, + "n_pred": 147782, + "n_ref": 139690 + }, + "9": { + "Dice": 0.8613678373382625, + "FN": 193, + "FP": 32, + "IoU": 0.7564935064935064, + "TN": 1050468, + "TP": 699, + "n_pred": 731, + "n_ref": 892 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8194708223846814, + "FN": 3844, + "FP": 3095, + "IoU": 0.6941555007052186, + "TN": 1028704, + "TP": 15749, + "n_pred": 18844, + "n_ref": 19593 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7016260162601626, + "FN": 267, + "FP": 467, + "IoU": 0.5403882279273639, + "TN": 1049795, + "TP": 863, + "n_pred": 1330, + "n_ref": 1130 + }, + "13": { + "Dice": 0.8460065337388758, + "FN": 3964, + "FP": 4238, + "IoU": 0.7331120655993753, + "TN": 1020660, + "TP": 22530, + "n_pred": 26768, + "n_ref": 26494 + }, + "14": { + "Dice": 0.1402378592666006, + "FN": 794, + "FP": 13086, + "IoU": 0.07540634159339195, + "TN": 1036380, + "TP": 1132, + "n_pred": 14218, + "n_ref": 1926 + }, + "15": { + "Dice": 0.9830841797522529, + "FN": 3883, + "FP": 607, + "IoU": 0.966731129733775, + "TN": 916431, + "TP": 130471, + "n_pred": 131078, + "n_ref": 134354 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8619402985074627, + "FN": 42, + "FP": 32, + "IoU": 0.7573770491803279, + "TN": 1051087, + "TP": 231, + "n_pred": 263, + "n_ref": 273 + }, + "4": { + "Dice": 0.6375321336760925, + "FN": 556, + "FP": 8, + "IoU": 0.4679245283018868, + "TN": 1050332, + "TP": 496, + "n_pred": 504, + "n_ref": 1052 + }, + "5": { + "Dice": 0.8596079902466472, + "FN": 643, + "FP": 854, + "IoU": 0.7537828947368421, + "TN": 1045312, + "TP": 4583, + "n_pred": 5437, + "n_ref": 5226 + }, + "6": { + "Dice": 0.9605899697053525, + "FN": 2080, + "FP": 3761, + "IoU": 0.9241684625970451, + "TN": 974366, + "TP": 71185, + "n_pred": 74946, + "n_ref": 73265 + }, + "7": { + "Dice": 0.9566171589936807, + "FN": 6646, + "FP": 4661, + "IoU": 0.916841950430242, + "TN": 915422, + "TP": 124663, + "n_pred": 129324, + "n_ref": 131309 + }, + "8": { + "Dice": 0.9628727766348993, + "FN": 1089, + "FP": 1564, + "IoU": 0.928403724193766, + "TN": 1014337, + "TP": 34402, + "n_pred": 35966, + "n_ref": 35491 + }, + "9": { + "Dice": 0.9591863176988857, + "FN": 428, + "FP": 202, + "IoU": 0.9215735092742438, + "TN": 1043359, + "TP": 7403, + "n_pred": 7605, + "n_ref": 7831 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 1051364, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "3": { + "Dice": 0.9621015470875298, + "FN": 299, + "FP": 66, + "IoU": 0.9269707883153261, + "TN": 1046394, + "TP": 4633, + "n_pred": 4699, + "n_ref": 4932 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9096803534303535, + "FN": 768, + "FP": 13134, + "IoU": 0.8343244628237061, + "TN": 967481, + "TP": 70009, + "n_pred": 83143, + "n_ref": 70777 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8, + "FN": 9, + "FP": 1, + "IoU": 0.6666666666666666, + "TN": 1927522, + "TP": 20, + "n_pred": 21, + "n_ref": 29 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.19481429572529782, + "FN": 121, + "FP": 1028, + "IoU": 0.10791925465838509, + "TN": 1926264, + "TP": 139, + "n_pred": 1167, + "n_ref": 260 + }, + "14": { + "Dice": 0.8817147948220743, + "FN": 1685, + "FP": 2829, + "IoU": 0.7884525260099353, + "TN": 1906214, + "TP": 16824, + "n_pred": 19653, + "n_ref": 18509 + }, + "15": { + "Dice": 0.89767549976755, + "FN": 2355, + "FP": 2047, + "IoU": 0.8143477710767154, + "TN": 1903841, + "TP": 19309, + "n_pred": 21356, + "n_ref": 21664 + }, + "2": { + "Dice": 0.963888317468629, + "FN": 720, + "FP": 1211, + "IoU": 0.9302938415998845, + "TN": 1899850, + "TP": 25771, + "n_pred": 26982, + "n_ref": 26491 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8292964244521338, + "FN": 324, + "FP": 1156, + "IoU": 0.7083743842364532, + "TN": 1922477, + "TP": 3595, + "n_pred": 4751, + "n_ref": 3919 + }, + "6": { + "Dice": 0.9659156686347222, + "FN": 3068, + "FP": 6059, + "IoU": 0.9340782365007367, + "TN": 1789100, + "TP": 129325, + "n_pred": 135384, + "n_ref": 132393 + }, + "7": { + "Dice": 0.9454478648769677, + "FN": 2514, + "FP": 11739, + "IoU": 0.8965397095010997, + "TN": 1789789, + "TP": 123510, + "n_pred": 135249, + "n_ref": 126024 + }, + "8": { + "Dice": 0.9808264365446352, + "FN": 998, + "FP": 955, + "IoU": 0.9623742919893654, + "TN": 1875646, + "TP": 49953, + "n_pred": 50908, + "n_ref": 50951 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 2537, + "IoU": 0.0, + "TN": 1925015, + "TP": 0, + "n_pred": 2537, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9521233650896173, + "FN": 555, + "FP": 631, + "IoU": 0.9086216195392557, + "TN": 3316429, + "TP": 11793, + "n_pred": 12424, + "n_ref": 12348 + }, + "10": { + "Dice": 0.9058606368251039, + "FN": 253, + "FP": 155, + "IoU": 0.8279207085617882, + "TN": 3327037, + "TP": 1963, + "n_pred": 2118, + "n_ref": 2216 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8731836195508587, + "FN": 244, + "FP": 140, + "IoU": 0.7749120750293084, + "TN": 3327702, + "TP": 1322, + "n_pred": 1462, + "n_ref": 1566 + }, + "14": { + "Dice": 0.03875005752680749, + "FN": 41, + "FP": 62620, + "IoU": 0.01975783743195044, + "TN": 3265484, + "TP": 1263, + "n_pred": 63883, + "n_ref": 1304 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 6606, + "IoU": 0.0, + "TN": 3322802, + "TP": 0, + "n_pred": 6606, + "n_ref": 0 + }, + "2": { + "Dice": 0.9627845690495173, + "FN": 4272, + "FP": 2450, + "IoU": 0.928239727562905, + "TN": 3235735, + "TP": 86951, + "n_pred": 89401, + "n_ref": 91223 + }, + "3": { + "Dice": 0.9664121688506434, + "FN": 2076, + "FP": 1351, + "IoU": 0.9350073014849514, + "TN": 3276679, + "TP": 49302, + "n_pred": 50653, + "n_ref": 51378 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9097239420205404, + "FN": 2551, + "FP": 3646, + "IoU": 0.8343977980278453, + "TN": 3291987, + "TP": 31224, + "n_pred": 34870, + "n_ref": 33775 + }, + "7": { + "Dice": 0.4764071903138101, + "FN": 23627, + "FP": 136983, + "IoU": 0.3126866885201003, + "TN": 3095730, + "TP": 73068, + "n_pred": 210051, + "n_ref": 96695 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8693336688053005, + "FN": 17466, + "FP": 1230, + "IoU": 0.7688684493565257, + "TN": 1671431, + "TP": 62193, + "n_pred": 63423, + "n_ref": 79659 + }, + "10": { + "Dice": 0.8318543568359226, + "FN": 4213, + "FP": 2400, + "IoU": 0.7121152757825083, + "TN": 1729349, + "TP": 16358, + "n_pred": 18758, + "n_ref": 20571 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8342547670089134, + "FN": 752, + "FP": 717, + "IoU": 0.7156407278358498, + "TN": 1747154, + "TP": 3697, + "n_pred": 4414, + "n_ref": 4449 + }, + "13": { + "Dice": 0.827031375703942, + "FN": 612, + "FP": 248, + "IoU": 0.7050754458161865, + "TN": 1749404, + "TP": 2056, + "n_pred": 2304, + "n_ref": 2668 + }, + "14": { + "Dice": 0.8604224604478431, + "FN": 137481, + "FP": 1092, + "IoU": 0.7550363451231067, + "TN": 1186632, + "TP": 427115, + "n_pred": 428207, + "n_ref": 564596 + }, + "15": { + "Dice": 0.6885225684452849, + "FN": 25700, + "FP": 4608, + "IoU": 0.5249976491239069, + "TN": 1688514, + "TP": 33498, + "n_pred": 38106, + "n_ref": 59198 + }, + "2": { + "Dice": 0.9784663659541086, + "FN": 1392, + "FP": 804, + "IoU": 0.9578405774842574, + "TN": 1700232, + "TP": 49892, + "n_pred": 50696, + "n_ref": 51284 + }, + "3": { + "Dice": 0.9580673065040985, + "FN": 730, + "FP": 1306, + "IoU": 0.9195097845423997, + "TN": 1727025, + "TP": 23259, + "n_pred": 24565, + "n_ref": 23989 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5920691009030231, + "FN": 1862, + "FP": 13723, + "IoU": 0.4205242610150586, + "TN": 1725425, + "TP": 11310, + "n_pred": 25033, + "n_ref": 13172 + }, + "7": { + "Dice": 0.19313669727255492, + "FN": 414, + "FP": 148537, + "IoU": 0.10689059708114979, + "TN": 1585542, + "TP": 17827, + "n_pred": 166364, + "n_ref": 18241 + }, + "8": { + "Dice": 0.9664529781539802, + "FN": 132, + "FP": 407, + "IoU": 0.9350837046850536, + "TN": 1744017, + "TP": 7764, + "n_pred": 8171, + "n_ref": 7896 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8166358595194085, + "FN": 201, + "FP": 791, + "IoU": 0.69009684473602, + "TN": 1223423, + "TP": 2209, + "n_pred": 3000, + "n_ref": 2410 + }, + "11": { + "Dice": 0.7937351419381905, + "FN": 1042, + "FP": 433, + "IoU": 0.658010665430095, + "TN": 1222311, + "TP": 2838, + "n_pred": 3271, + "n_ref": 3880 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 29, + "IoU": 0.0, + "TN": 1226595, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + }, + "13": { + "Dice": 0.8723634247068932, + "FN": 1395, + "FP": 3210, + "IoU": 0.7736210795398683, + "TN": 1206282, + "TP": 15737, + "n_pred": 18947, + "n_ref": 17132 + }, + "14": { + "Dice": 0.9894832566248941, + "FN": 2464, + "FP": 751, + "IoU": 0.9791854148997469, + "TN": 1072165, + "TP": 151244, + "n_pred": 151995, + "n_ref": 153708 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9722757167254097, + "FN": 201, + "FP": 562, + "IoU": 0.9460472351859709, + "TN": 1212482, + "TP": 13379, + "n_pred": 13941, + "n_ref": 13580 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.930389401846648, + "FN": 766, + "FP": 968, + "IoU": 0.8698393634589401, + "TN": 1213302, + "TP": 11588, + "n_pred": 12556, + "n_ref": 12354 + }, + "5": { + "Dice": 0.7900419154070876, + "FN": 1422, + "FP": 3537, + "IoU": 0.6529498215410455, + "TN": 1212335, + "TP": 9330, + "n_pred": 12867, + "n_ref": 10752 + }, + "6": { + "Dice": 0.968674603016873, + "FN": 5331, + "FP": 2550, + "IoU": 0.939252156351892, + "TN": 1096891, + "TP": 121852, + "n_pred": 124402, + "n_ref": 127183 + }, + "7": { + "Dice": 0.0, + "FN": 1, + "FP": 0, + "IoU": 0.0, + "TN": 1226623, + "TP": 0, + "n_pred": 0, + "n_ref": 1 + }, + "8": { + "Dice": 0.936115834046286, + "FN": 1204, + "FP": 4695, + "IoU": 0.8799039068384943, + "TN": 1177505, + "TP": 43220, + "n_pred": 47915, + "n_ref": 44424 + }, + "9": { + "Dice": 0.8929376202253366, + "FN": 1723, + "FP": 6069, + "IoU": 0.806582932035943, + "TN": 1186338, + "TP": 32494, + "n_pred": 38563, + "n_ref": 34217 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9624711505857388, + "FN": 1782, + "FP": 1649, + "IoU": 0.927657241655597, + "TN": 653501, + "TP": 43996, + "n_pred": 45645, + "n_ref": 45778 + }, + "10": { + "Dice": 0.8701616590902977, + "FN": 3810, + "FP": 1017, + "IoU": 0.7701647462146463, + "TN": 679926, + "TP": 16175, + "n_pred": 17192, + "n_ref": 19985 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.48142052836725857, + "FN": 1499, + "FP": 4488, + "IoU": 0.3170203057266712, + "TN": 692162, + "TP": 2779, + "n_pred": 7267, + "n_ref": 4278 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9049014537723381, + "FN": 1047, + "FP": 608, + "IoU": 0.8263196557875958, + "TN": 691399, + "TP": 7874, + "n_pred": 8482, + "n_ref": 8921 + }, + "7": { + "Dice": 0.9206621342004139, + "FN": 2130, + "FP": 554, + "IoU": 0.8529878950539519, + "TN": 682671, + "TP": 15573, + "n_pred": 16127, + "n_ref": 17703 + }, + "8": { + "Dice": 0.9173086800205444, + "FN": 286, + "FP": 2612, + "IoU": 0.8472485768500949, + "TN": 681956, + "TP": 16074, + "n_pred": 18686, + "n_ref": 16360 + }, + "9": { + "Dice": 0.9187193227360743, + "FN": 512, + "FP": 1293, + "IoU": 0.8496585040812927, + "TN": 688922, + "TP": 10201, + "n_pred": 11494, + "n_ref": 10713 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9830336224767404, + "FN": 2381, + "FP": 1392, + "IoU": 0.9666333560317306, + "TN": 5494347, + "TP": 109304, + "n_pred": 110696, + "n_ref": 111685 + }, + "10": { + "Dice": 0.8634125384183218, + "FN": 2126, + "FP": 2007, + "IoU": 0.7596534077692486, + "TN": 5590228, + "TP": 13063, + "n_pred": 15070, + "n_ref": 15189 + }, + "11": { + "Dice": 0.625, + "FN": 1362, + "FP": 1296, + "IoU": 0.45454545454545453, + "TN": 5602551, + "TP": 2215, + "n_pred": 3511, + "n_ref": 3577 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5607424, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7087025360406656, + "FN": 3101, + "FP": 7386, + "IoU": 0.548829805541215, + "TN": 5584180, + "TP": 12757, + "n_pred": 20143, + "n_ref": 15858 + }, + "14": { + "Dice": 0.15861817978220094, + "FN": 16898, + "FP": 43212, + "IoU": 0.08614084164436876, + "TN": 5541648, + "TP": 5666, + "n_pred": 48878, + "n_ref": 22564 + }, + "15": { + "Dice": 0.5002483586200113, + "FN": 8221, + "FP": 93396, + "IoU": 0.33355413310947296, + "TN": 5454948, + "TP": 50859, + "n_pred": 144255, + "n_ref": 59080 + }, + "2": { + "Dice": 0.975021062458729, + "FN": 412, + "FP": 685, + "IoU": 0.9512596081219177, + "TN": 5584917, + "TP": 21410, + "n_pred": 22095, + "n_ref": 21822 + }, + "3": { + "Dice": 0.9666359447004609, + "FN": 418, + "FP": 306, + "IoU": 0.9354263289332858, + "TN": 5596212, + "TP": 10488, + "n_pred": 10794, + "n_ref": 10906 + }, + "4": { + "Dice": 0.9083780789226966, + "FN": 1083, + "FP": 2142, + "IoU": 0.8321361648969394, + "TN": 5588212, + "TP": 15987, + "n_pred": 18129, + "n_ref": 17070 + }, + "5": { + "Dice": 0.0, + "FN": 19, + "FP": 0, + "IoU": 0.0, + "TN": 5607405, + "TP": 0, + "n_pred": 0, + "n_ref": 19 + }, + "6": { + "Dice": 0.2336371646206236, + "FN": 6174, + "FP": 631387, + "IoU": 0.13227019949751342, + "TN": 4872678, + "TP": 97185, + "n_pred": 728572, + "n_ref": 103359 + }, + "7": { + "Dice": 0.9729640225193413, + "FN": 5729, + "FP": 7823, + "IoU": 0.9473514500495328, + "TN": 5350019, + "TP": 243853, + "n_pred": 251676, + "n_ref": 249582 + }, + "8": { + "Dice": 0.9537007874015748, + "FN": 902, + "FP": 127, + "IoU": 0.9114990969295605, + "TN": 5595797, + "TP": 10598, + "n_pred": 10725, + "n_ref": 11500 + }, + "9": { + "Dice": 0.9296649656090525, + "FN": 921, + "FP": 1298, + "IoU": 0.8685737976782753, + "TN": 5590540, + "TP": 14665, + "n_pred": 15963, + "n_ref": 15586 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.861011967247533, + "FN": 1155, + "FP": 169, + "IoU": 0.7559447004608295, + "TN": 695503, + "TP": 4101, + "n_pred": 4270, + "n_ref": 5256 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 818, + "IoU": 0.0, + "TN": 700110, + "TP": 0, + "n_pred": 818, + "n_ref": 0 + }, + "13": { + "Dice": 0.7764878406452401, + "FN": 7731, + "FP": 1414, + "IoU": 0.6346384338793448, + "TN": 675898, + "TP": 15885, + "n_pred": 17299, + "n_ref": 23616 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9310047681967025, + "FN": 1000, + "FP": 1402, + "IoU": 0.8709157351676698, + "TN": 682320, + "TP": 16206, + "n_pred": 17608, + "n_ref": 17206 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7042694868781826, + "FN": 619, + "FP": 136, + "IoU": 0.5435308343409916, + "TN": 699274, + "TP": 899, + "n_pred": 1035, + "n_ref": 1518 + }, + "5": { + "Dice": 0.8941865328314513, + "FN": 644, + "FP": 874, + "IoU": 0.8086232980332829, + "TN": 692996, + "TP": 6414, + "n_pred": 7288, + "n_ref": 7058 + }, + "6": { + "Dice": 0.9633063681778321, + "FN": 5962, + "FP": 1486, + "IoU": 0.9292102686930322, + "TN": 595715, + "TP": 97765, + "n_pred": 99251, + "n_ref": 103727 + }, + "7": { + "Dice": 0.8660818713450292, + "FN": 783, + "FP": 133, + "IoU": 0.7637957710159876, + "TN": 697050, + "TP": 2962, + "n_pred": 3095, + "n_ref": 3745 + }, + "8": { + "Dice": 0.9645644594220024, + "FN": 714, + "FP": 1715, + "IoU": 0.9315543282236249, + "TN": 665440, + "TP": 33059, + "n_pred": 34774, + "n_ref": 33773 + }, + "9": { + "Dice": 0.8241284423547766, + "FN": 2012, + "FP": 6105, + "IoU": 0.7008660401695228, + "TN": 673793, + "TP": 19018, + "n_pred": 25123, + "n_ref": 21030 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8882996353994034, + "FN": 304, + "FP": 33, + "IoU": 0.7990459153249851, + "TN": 1400179, + "TP": 1340, + "n_pred": 1373, + "n_ref": 1644 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8430005722311814, + "FN": 3075, + "FP": 2961, + "IoU": 0.7286093251202733, + "TN": 1379615, + "TP": 16205, + "n_pred": 19166, + "n_ref": 19280 + }, + "15": { + "Dice": 0.7709840757320027, + "FN": 4810, + "FP": 26398, + "IoU": 0.6273182149297221, + "TN": 1318117, + "TP": 52531, + "n_pred": 78929, + "n_ref": 57341 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9729961193630403, + "FN": 711, + "FP": 298, + "IoU": 0.9474123104185125, + "TN": 1382669, + "TP": 18178, + "n_pred": 18476, + "n_ref": 18889 + }, + "7": { + "Dice": 0.5756361417569551, + "FN": 350, + "FP": 25383, + "IoU": 0.4041355994998379, + "TN": 1358670, + "TP": 17453, + "n_pred": 42836, + "n_ref": 17803 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8076712328767123, + "FN": 351, + "FP": 0, + "IoU": 0.6773897058823529, + "TN": 699840, + "TP": 737, + "n_pred": 737, + "n_ref": 1088 + }, + "10": { + "Dice": 0.855787476280835, + "FN": 948, + "FP": 116, + "IoU": 0.7479270315091211, + "TN": 696707, + "TP": 3157, + "n_pred": 3273, + "n_ref": 4105 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7686872443287468, + "FN": 564, + "FP": 680, + "IoU": 0.6242826940501359, + "TN": 697617, + "TP": 2067, + "n_pred": 2747, + "n_ref": 2631 + }, + "13": { + "Dice": 0.8627577319587629, + "FN": 637, + "FP": 215, + "IoU": 0.7586402266288952, + "TN": 697398, + "TP": 2678, + "n_pred": 2893, + "n_ref": 3315 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 441, + "IoU": 0.0, + "TN": 700487, + "TP": 0, + "n_pred": 441, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 700926, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "3": { + "Dice": 0.9611996796971682, + "FN": 509, + "FP": 24, + "IoU": 0.9252978276103714, + "TN": 693793, + "TP": 6602, + "n_pred": 6626, + "n_ref": 7111 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7727272727272727, + "FN": 9, + "FP": 1, + "IoU": 0.6296296296296297, + "TN": 700901, + "TP": 17, + "n_pred": 18, + "n_ref": 26 + }, + "7": { + "Dice": 0.4943820224719101, + "FN": 45, + "FP": 0, + "IoU": 0.3283582089552239, + "TN": 700861, + "TP": 22, + "n_pred": 22, + "n_ref": 67 + }, + "8": { + "Dice": 0.961478937437724, + "FN": 1097, + "FP": 720, + "IoU": 0.92581553913363, + "TN": 676435, + "TP": 22676, + "n_pred": 23396, + "n_ref": 23773 + }, + "9": { + "Dice": 0.9482725892179195, + "FN": 779, + "FP": 311, + "IoU": 0.9016334265860482, + "TN": 689847, + "TP": 9991, + "n_pred": 10302, + "n_ref": 10770 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0400.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9792804671312865, + "FN": 266, + "FP": 174, + "IoU": 0.9594021037091714, + "TN": 1040554, + "TP": 10398, + "n_pred": 10572, + "n_ref": 10664 + }, + "10": { + "Dice": 0.8852766021199295, + "FN": 1111, + "FP": 1952, + "IoU": 0.7941670586654123, + "TN": 1036511, + "TP": 11818, + "n_pred": 13770, + "n_ref": 12929 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.863413036357681, + "FN": 132, + "FP": 285, + "IoU": 0.7596541786743516, + "TN": 1049657, + "TP": 1318, + "n_pred": 1603, + "n_ref": 1450 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.8465781924786433, + "FN": 1097, + "FP": 3770, + "IoU": 0.7339710303361574, + "TN": 1033097, + "TP": 13428, + "n_pred": 17198, + "n_ref": 14525 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9761502387088596, + "FN": 1292, + "FP": 966, + "IoU": 0.9534115996451193, + "TN": 1002925, + "TP": 46209, + "n_pred": 47175, + "n_ref": 47501 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8090370067470865, + "FN": 1115, + "FP": 753, + "IoU": 0.67931330472103, + "TN": 1045567, + "TP": 3957, + "n_pred": 4710, + "n_ref": 5072 + }, + "7": { + "Dice": 0.7806193316447422, + "FN": 1122, + "FP": 1563, + "IoU": 0.6401768962744573, + "TN": 1043930, + "TP": 4777, + "n_pred": 6340, + "n_ref": 5899 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0401.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.6767954847390614, + "FN": 3048.1933333333336, + "FP": 2548.606666666667, + "IoU": 0.5934926805274761, + "TN": 1622061.4244444442, + "TP": 25363.642222222225, + "n_pred": 27912.248888888884, + "n_ref": 28411.835555555554 + }, + "mean": { + "1": { + "Dice": 0.804299012715517, + "FN": 2595.0333333333333, + "FP": 2940.9333333333334, + "IoU": 0.7449015216823793, + "TN": 1609140.7666666666, + "TP": 38345.13333333333, + "n_pred": 41286.066666666666, + "n_ref": 40940.166666666664 + }, + "10": { + "Dice": 0.6784251561525619, + "FN": 5057.4, + "FP": 3562.4333333333334, + "IoU": 0.5559787198069313, + "TN": 1634505.2, + "TP": 9896.833333333334, + "n_pred": 13459.266666666666, + "n_ref": 14954.233333333334 + }, + "11": { + "Dice": 0.24184636383363448, + "FN": 57.166666666666664, + "FP": 59.733333333333334, + "IoU": 0.1586614912096016, + "TN": 1652861.5666666667, + "TP": 43.4, + "n_pred": 103.13333333333334, + "n_ref": 100.56666666666666 + }, + "12": { + "Dice": 0.35882709069583607, + "FN": 227.0, + "FP": 123.03333333333333, + "IoU": 0.2782825750138973, + "TN": 1652257.0666666667, + "TP": 414.76666666666665, + "n_pred": 537.8, + "n_ref": 641.7666666666667 + }, + "13": { + "Dice": 0.5738247792125255, + "FN": 3779.3333333333335, + "FP": 5699.633333333333, + "IoU": 0.44126192617374205, + "TN": 1634814.9666666666, + "TP": 8727.933333333332, + "n_pred": 14427.566666666668, + "n_ref": 12507.266666666666 + }, + "14": { + "Dice": 0.7009294510462292, + "FN": 3816.366666666667, + "FP": 1698.8333333333333, + "IoU": 0.642345740499501, + "TN": 1618910.9333333333, + "TP": 28595.733333333334, + "n_pred": 30294.566666666666, + "n_ref": 32412.1 + }, + "15": { + "Dice": 0.6695070100446814, + "FN": 2650.133333333333, + "FP": 1859.5, + "IoU": 0.5768876082351572, + "TN": 1635113.7, + "TP": 13398.533333333333, + "n_pred": 15258.033333333333, + "n_ref": 16048.666666666666 + }, + "2": { + "Dice": 0.8251502284255104, + "FN": 2675.4333333333334, + "FP": 1245.9666666666667, + "IoU": 0.7606266925724712, + "TN": 1621301.8333333333, + "TP": 27798.633333333335, + "n_pred": 29044.6, + "n_ref": 30474.066666666666 + }, + "3": { + "Dice": 0.6901879013217096, + "FN": 1060.7, + "FP": 6399.3, + "IoU": 0.6417159061125897, + "TN": 1619892.3666666667, + "TP": 25669.5, + "n_pred": 32068.8, + "n_ref": 26730.2 + }, + "4": { + "Dice": 0.6859547372305982, + "FN": 2414.6666666666665, + "FP": 687.7333333333333, + "IoU": 0.5904301448457125, + "TN": 1640662.1333333333, + "TP": 9257.333333333334, + "n_pred": 9945.066666666668, + "n_ref": 11672.0 + }, + "5": { + "Dice": 0.5411885658399023, + "FN": 533.6666666666666, + "FP": 317.5, + "IoU": 0.4420944371469616, + "TN": 1650972.1, + "TP": 1198.6, + "n_pred": 1516.1, + "n_ref": 1732.2666666666667 + }, + "6": { + "Dice": 0.9186258069505778, + "FN": 9460.4, + "FP": 5783.166666666667, + "IoU": 0.8726409171849719, + "TN": 1497144.3, + "TP": 140634.0, + "n_pred": 146417.16666666666, + "n_ref": 150094.4 + }, + "7": { + "Dice": 0.8025479027373024, + "FN": 5705.933333333333, + "FP": 5820.9, + "IoU": 0.7211565028450122, + "TN": 1584418.0333333334, + "TP": 57077.0, + "n_pred": 62897.9, + "n_ref": 62782.933333333334 + }, + "8": { + "Dice": 0.8828080118627588, + "FN": 3722.6, + "FP": 681.1666666666666, + "IoU": 0.8119570222875103, + "TN": 1635604.4666666666, + "TP": 13013.633333333333, + "n_pred": 13694.8, + "n_ref": 16736.233333333334 + }, + "9": { + "Dice": 0.777810253016577, + "FN": 1967.0666666666666, + "FP": 1349.2666666666667, + "IoU": 0.6634490022957018, + "TN": 1643321.9333333333, + "TP": 6383.6, + "n_pred": 7732.866666666667, + "n_ref": 8350.666666666666 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9725901525658808, + "FN": 2199, + "FP": 4125, + "IoU": 0.9466428173672399, + "TN": 1283334, + "TP": 112198, + "n_pred": 116323, + "n_ref": 114397 + }, + "10": { + "Dice": 0.7569644572526417, + "FN": 34, + "FP": 219, + "IoU": 0.6089644513137558, + "TN": 1401209, + "TP": 394, + "n_pred": 613, + "n_ref": 428 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 296, + "FP": 0, + "IoU": 0.0, + "TN": 1401560, + "TP": 0, + "n_pred": 0, + "n_ref": 296 + }, + "13": { + "Dice": 0.12373047378460586, + "FN": 498, + "FP": 16499, + "IoU": 0.06594493597845799, + "TN": 1383659, + "TP": 1200, + "n_pred": 17699, + "n_ref": 1698 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8582806277816819, + "FN": 201, + "FP": 404, + "IoU": 0.7517439474764054, + "TN": 1399419, + "TP": 1832, + "n_pred": 2236, + "n_ref": 2033 + }, + "3": { + "Dice": 0.8986429452632946, + "FN": 1657, + "FP": 1465, + "IoU": 0.8159415163306214, + "TN": 1384894, + "TP": 13840, + "n_pred": 15305, + "n_ref": 15497 + }, + "4": { + "Dice": 0.821403343536614, + "FN": 1272, + "FP": 1762, + "IoU": 0.6969333732893817, + "TN": 1391845, + "TP": 6977, + "n_pred": 8739, + "n_ref": 8249 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9508202061662564, + "FN": 17454, + "FP": 6701, + "IoU": 0.9062509702859627, + "TN": 1144200, + "TP": 233501, + "n_pred": 240202, + "n_ref": 250955 + }, + "7": { + "Dice": 0.9465593916149133, + "FN": 11001, + "FP": 6820, + "IoU": 0.8985408233559354, + "TN": 1226209, + "TP": 157826, + "n_pred": 164646, + "n_ref": 168827 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9807886210558864, + "FN": 4292, + "FP": 1424, + "IoU": 0.9623014826148895, + "TN": 2827320, + "TP": 145908, + "n_pred": 147332, + "n_ref": 150200 + }, + "10": { + "Dice": 0.0, + "FN": 23028, + "FP": 3060, + "IoU": 0.0, + "TN": 2952856, + "TP": 0, + "n_pred": 3060, + "n_ref": 23028 + }, + "11": { + "Dice": 0.437414030261348, + "FN": 404, + "FP": 5, + "IoU": 0.27992957746478875, + "TN": 2978376, + "TP": 159, + "n_pred": 164, + "n_ref": 563 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 2978927, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 6941, + "FP": 13719, + "IoU": 0.0, + "TN": 2958284, + "TP": 0, + "n_pred": 13719, + "n_ref": 6941 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1049, + "IoU": 0.0, + "TN": 2977895, + "TP": 0, + "n_pred": 1049, + "n_ref": 0 + }, + "2": { + "Dice": 0.9654329859863456, + "FN": 777, + "FP": 185, + "IoU": 0.9331758821894971, + "TN": 2964548, + "TP": 13434, + "n_pred": 13619, + "n_ref": 14211 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.885362205989593, + "FN": 8428, + "FP": 847, + "IoU": 0.7943048501918343, + "TN": 2933853, + "TP": 35816, + "n_pred": 36663, + "n_ref": 44244 + }, + "5": { + "Dice": 0.6772594752186589, + "FN": 1705, + "FP": 509, + "IoU": 0.5120123429579017, + "TN": 2974407, + "TP": 2323, + "n_pred": 2832, + "n_ref": 4028 + }, + "6": { + "Dice": 0.9634152863089324, + "FN": 43403, + "FP": 15431, + "IoU": 0.9294129785865799, + "TN": 2145448, + "TP": 774662, + "n_pred": 790093, + "n_ref": 818065 + }, + "7": { + "Dice": 0.9075749240162699, + "FN": 15710, + "FP": 4786, + "IoU": 0.8307891716958234, + "TN": 2857817, + "TP": 100631, + "n_pred": 105417, + "n_ref": 116341 + }, + "8": { + "Dice": 0.9225130419140133, + "FN": 5609, + "FP": 1283, + "IoU": 0.8561709587211487, + "TN": 2931026, + "TP": 41026, + "n_pred": 42309, + "n_ref": 46635 + }, + "9": { + "Dice": 0.4980276909053763, + "FN": 25511, + "FP": 6430, + "IoU": 0.331582471853681, + "TN": 2931158, + "TP": 15845, + "n_pred": 22275, + "n_ref": 41356 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7637385416186835, + "FN": 4696, + "FP": 5562, + "IoU": 0.617780758625829, + "TN": 1550250, + "TP": 16580, + "n_pred": 22142, + "n_ref": 21276 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.22388059701492538, + "FN": 230, + "FP": 82, + "IoU": 0.12605042016806722, + "TN": 1576731, + "TP": 45, + "n_pred": 127, + "n_ref": 275 + }, + "14": { + "Dice": 0.8976091948058686, + "FN": 1142, + "FP": 6751, + "IoU": 0.8142386443869146, + "TN": 1534598, + "TP": 34597, + "n_pred": 41348, + "n_ref": 35739 + }, + "15": { + "Dice": 0.783942165507421, + "FN": 8028, + "FP": 3807, + "IoU": 0.6446586200684561, + "TN": 1543782, + "TP": 21471, + "n_pred": 25278, + "n_ref": 29499 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 4079, + "IoU": 0.0, + "TN": 1573009, + "TP": 0, + "n_pred": 4079, + "n_ref": 0 + }, + "6": { + "Dice": 0.9649350984935271, + "FN": 1420, + "FP": 2651, + "IoU": 0.932245984854789, + "TN": 1517003, + "TP": 56014, + "n_pred": 58665, + "n_ref": 57434 + }, + "7": { + "Dice": 0.8286497601096642, + "FN": 9303, + "FP": 1197, + "IoU": 0.7074312463428906, + "TN": 1541199, + "TP": 25389, + "n_pred": 26586, + "n_ref": 34692 + }, + "8": { + "Dice": 0.9484005060545816, + "FN": 2247, + "FP": 2321, + "IoU": 0.9018647417719343, + "TN": 1530540, + "TP": 41980, + "n_pred": 44301, + "n_ref": 44227 + }, + "9": { + "Dice": 0.8608923884514436, + "FN": 35, + "FP": 177, + "IoU": 0.7557603686635944, + "TN": 1576220, + "TP": 656, + "n_pred": 833, + "n_ref": 691 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 1577082, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "10": { + "Dice": 0.7230881281864531, + "FN": 2674, + "FP": 8732, + "IoU": 0.566278804471823, + "TN": 1550790, + "TP": 14892, + "n_pred": 23624, + "n_ref": 17566 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5639524340008808, + "FN": 9353, + "FP": 7478, + "IoU": 0.3927115280534007, + "TN": 1549373, + "TP": 10884, + "n_pred": 18362, + "n_ref": 20237 + }, + "14": { + "Dice": 0.9290681934871563, + "FN": 2480, + "FP": 2079, + "IoU": 0.8675325430032543, + "TN": 1542672, + "TP": 29857, + "n_pred": 31936, + "n_ref": 32337 + }, + "15": { + "Dice": 0.9149310588949195, + "FN": 10993, + "FP": 1624, + "IoU": 0.8432008550195114, + "TN": 1496622, + "TP": 67849, + "n_pred": 69473, + "n_ref": 78842 + }, + "2": { + "Dice": 0.952570292530531, + "FN": 368, + "FP": 133, + "IoU": 0.9094360086767896, + "TN": 1571556, + "TP": 5031, + "n_pred": 5164, + "n_ref": 5399 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8797836806107842, + "FN": 2908, + "FP": 871, + "IoU": 0.7853694553302664, + "TN": 1559481, + "TP": 13828, + "n_pred": 14699, + "n_ref": 16736 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9702814155890509, + "FN": 20355, + "FP": 6706, + "IoU": 0.9422782401699593, + "TN": 1108270, + "TP": 441757, + "n_pred": 448463, + "n_ref": 462112 + }, + "7": { + "Dice": 0.43286644660540635, + "FN": 6861, + "FP": 5853, + "IoU": 0.27621541614482525, + "TN": 1559522, + "TP": 4852, + "n_pred": 10705, + "n_ref": 11713 + }, + "8": { + "Dice": 0.6616947409026617, + "FN": 2515, + "FP": 116, + "IoU": 0.4944273635664873, + "TN": 1571884, + "TP": 2573, + "n_pred": 2689, + "n_ref": 5088 + }, + "9": { + "Dice": 0.597186034392913, + "FN": 742, + "FP": 804, + "IoU": 0.42570579494799404, + "TN": 1574396, + "TP": 1146, + "n_pred": 1950, + "n_ref": 1888 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8188436830835117, + "FN": 157, + "FP": 266, + "IoU": 0.6932559825960841, + "TN": 1225245, + "TP": 956, + "n_pred": 1222, + "n_ref": 1113 + }, + "14": { + "Dice": 0.9473945491552349, + "FN": 6995, + "FP": 2542, + "IoU": 0.9000471623958497, + "TN": 1131209, + "TP": 85878, + "n_pred": 88420, + "n_ref": 92873 + }, + "15": { + "Dice": 0.8011874072338099, + "FN": 6903, + "FP": 732, + "IoU": 0.668317476866936, + "TN": 1203605, + "TP": 15384, + "n_pred": 16116, + "n_ref": 22287 + }, + "2": { + "Dice": 0.9659856213236339, + "FN": 2337, + "FP": 4845, + "IoU": 0.934209079916456, + "TN": 1117460, + "TP": 101982, + "n_pred": 106827, + "n_ref": 104319 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9560337829176933, + "FN": 1952, + "FP": 1135, + "IoU": 0.9157708049113233, + "TN": 1189974, + "TP": 33563, + "n_pred": 34698, + "n_ref": 35515 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9133252328878089, + "FN": 249, + "FP": 1035, + "IoU": 0.8404770778978755, + "TN": 1043343, + "TP": 6765, + "n_pred": 7800, + "n_ref": 7014 + }, + "10": { + "Dice": 0.6898425883197457, + "FN": 7779, + "FP": 4319, + "IoU": 0.5265341264871635, + "TN": 1025840, + "TP": 13454, + "n_pred": 17773, + "n_ref": 21233 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7796108291032149, + "FN": 868, + "FP": 174, + "IoU": 0.6388214904679376, + "TN": 1048507, + "TP": 1843, + "n_pred": 2017, + "n_ref": 2711 + }, + "13": { + "Dice": 0.8534161136900863, + "FN": 1843, + "FP": 3304, + "IoU": 0.7443119721808247, + "TN": 1031262, + "TP": 14983, + "n_pred": 18287, + "n_ref": 16826 + }, + "14": { + "Dice": 0.9643949507409973, + "FN": 4717, + "FP": 5818, + "IoU": 0.9312381698322564, + "TN": 898182, + "TP": 142675, + "n_pred": 148493, + "n_ref": 147392 + }, + "15": { + "Dice": 0.4614813898850006, + "FN": 2608, + "FP": 6102, + "IoU": 0.2999517762417618, + "TN": 1038950, + "TP": 3732, + "n_pred": 9834, + "n_ref": 6340 + }, + "2": { + "Dice": 0.8984659509028813, + "FN": 1656, + "FP": 9106, + "IoU": 0.8156497310630717, + "TN": 993014, + "TP": 47616, + "n_pred": 56722, + "n_ref": 49272 + }, + "3": { + "Dice": 0.9458769428311211, + "FN": 1833, + "FP": 1792, + "IoU": 0.8973116908869437, + "TN": 1016091, + "TP": 31676, + "n_pred": 33468, + "n_ref": 33509 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9662132514260641, + "FN": 165, + "FP": 66, + "IoU": 0.934634974533107, + "TN": 1047858, + "TP": 3303, + "n_pred": 3369, + "n_ref": 3468 + }, + "7": { + "Dice": 0.967140135351457, + "FN": 4378, + "FP": 2745, + "IoU": 0.9363711074982581, + "TN": 939446, + "TP": 104823, + "n_pred": 107568, + "n_ref": 109201 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8113809173411822, + "FN": 317, + "FP": 452, + "IoU": 0.682624845233182, + "TN": 1048969, + "TP": 1654, + "n_pred": 2106, + "n_ref": 1971 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8885301857129646, + "FN": 12197, + "FP": 1062, + "IoU": 0.7994190883923574, + "TN": 1510985, + "TP": 52844, + "n_pred": 53906, + "n_ref": 65041 + }, + "10": { + "Dice": 0.6150050973531522, + "FN": 27294, + "FP": 3295, + "IoU": 0.4440486359753549, + "TN": 1522067, + "TP": 24432, + "n_pred": 27727, + "n_ref": 51726 + }, + "11": { + "Dice": 0.14285714285714285, + "FN": 120, + "FP": 0, + "IoU": 0.07692307692307693, + "TN": 1576958, + "TP": 10, + "n_pred": 10, + "n_ref": 130 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 51, + "IoU": 0.0, + "TN": 1577037, + "TP": 0, + "n_pred": 51, + "n_ref": 0 + }, + "13": { + "Dice": 0.5963383641927286, + "FN": 4520, + "FP": 34395, + "IoU": 0.424844812296778, + "TN": 1509428, + "TP": 28745, + "n_pred": 63140, + "n_ref": 33265 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.39344262295081966, + "FN": 36, + "FP": 1, + "IoU": 0.24489795918367346, + "TN": 1577039, + "TP": 12, + "n_pred": 13, + "n_ref": 48 + }, + "3": { + "Dice": 0.9278671510119356, + "FN": 241, + "FP": 176, + "IoU": 0.8654404646660213, + "TN": 1573989, + "TP": 2682, + "n_pred": 2858, + "n_ref": 2923 + }, + "4": { + "Dice": 0.6614296936370778, + "FN": 339, + "FP": 92, + "IoU": 0.49413145539906106, + "TN": 1576236, + "TP": 421, + "n_pred": 513, + "n_ref": 760 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8634478823877009, + "FN": 2515, + "FP": 10888, + "IoU": 0.7597081286528738, + "TN": 1521310, + "TP": 42375, + "n_pred": 53263, + "n_ref": 44890 + }, + "7": { + "Dice": 0.16753268063228136, + "FN": 27713, + "FP": 2727, + "IoU": 0.09142464853893681, + "TN": 1543585, + "TP": 3063, + "n_pred": 5790, + "n_ref": 30776 + }, + "8": { + "Dice": 0.946591006301862, + "FN": 1222, + "FP": 651, + "IoU": 0.898597801959829, + "TN": 1558617, + "TP": 16598, + "n_pred": 17249, + "n_ref": 17820 + }, + "9": { + "Dice": 0.8211591712021389, + "FN": 3053, + "FP": 2566, + "IoU": 0.6965818888708893, + "TN": 1558569, + "TP": 12900, + "n_pred": 15466, + "n_ref": 15953 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7998411935558016, + "FN": 3759, + "FP": 5820, + "IoU": 0.666446131346194, + "TN": 1022674, + "TP": 19139, + "n_pred": 24959, + "n_ref": 22898 + }, + "11": { + "Dice": 0.579020979020979, + "FN": 1019, + "FP": 486, + "IoU": 0.4074803149606299, + "TN": 1048852, + "TP": 1035, + "n_pred": 1521, + "n_ref": 2054 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.45441190872588383, + "FN": 661, + "FP": 4910, + "IoU": 0.2940058294259283, + "TN": 1043501, + "TP": 2320, + "n_pred": 7230, + "n_ref": 2981 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9595831215048297, + "FN": 156, + "FP": 162, + "IoU": 0.922306376740777, + "TN": 1047299, + "TP": 3775, + "n_pred": 3937, + "n_ref": 3931 + }, + "3": { + "Dice": 0.9282773077786928, + "FN": 2482, + "FP": 5182, + "IoU": 0.8661543835137967, + "TN": 994132, + "TP": 49596, + "n_pred": 54778, + "n_ref": 52078 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9732544004512078, + "FN": 8808, + "FP": 3711, + "IoU": 0.9479021881164221, + "TN": 811094, + "TP": 227779, + "n_pred": 231490, + "n_ref": 236587 + }, + "7": { + "Dice": 0.8336475023562677, + "FN": 7833, + "FP": 3463, + "IoU": 0.7147474747474748, + "TN": 1011792, + "TP": 28304, + "n_pred": 31767, + "n_ref": 36137 + }, + "8": { + "Dice": 0.8748002131060203, + "FN": 15, + "FP": 220, + "IoU": 0.7774621212121212, + "TN": 1050336, + "TP": 821, + "n_pred": 1041, + "n_ref": 836 + }, + "9": { + "Dice": 0.8734149054505006, + "FN": 910, + "FP": 1935, + "IoU": 0.7752764612954186, + "TN": 1038732, + "TP": 9815, + "n_pred": 11750, + "n_ref": 10725 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.744541751804314, + "FN": 6094, + "FP": 50291, + "IoU": 0.5930438171674377, + "TN": 2314695, + "TP": 82168, + "n_pred": 132459, + "n_ref": 88262 + }, + "10": { + "Dice": 0.6753246753246753, + "FN": 186, + "FP": 14, + "IoU": 0.5098039215686274, + "TN": 2452840, + "TP": 208, + "n_pred": 222, + "n_ref": 394 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 2453238, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "12": { + "Dice": 0.623478883321403, + "FN": 822, + "FP": 230, + "IoU": 0.452938117524701, + "TN": 2451325, + "TP": 871, + "n_pred": 1101, + "n_ref": 1693 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8433378583693688, + "FN": 31543, + "FP": 3309, + "IoU": 0.7291133927669265, + "TN": 2324589, + "TP": 93807, + "n_pred": 97116, + "n_ref": 125350 + }, + "15": { + "Dice": 0.7502871686299241, + "FN": 4327, + "FP": 6760, + "IoU": 0.600367660310709, + "TN": 2425505, + "TP": 16656, + "n_pred": 23416, + "n_ref": 20983 + }, + "2": { + "Dice": 0.9548074006672733, + "FN": 86, + "FP": 63, + "IoU": 0.9135229251305862, + "TN": 2451525, + "TP": 1574, + "n_pred": 1637, + "n_ref": 1660 + }, + "3": { + "Dice": 0.8722919042189282, + "FN": 118, + "FP": 106, + "IoU": 0.7735085945399394, + "TN": 2452259, + "TP": 765, + "n_pred": 871, + "n_ref": 883 + }, + "4": { + "Dice": 0.4030776867709109, + "FN": 993, + "FP": 1412, + "IoU": 0.25240907677960833, + "TN": 2450031, + "TP": 812, + "n_pred": 2224, + "n_ref": 1805 + }, + "5": { + "Dice": 0.8473471516099595, + "FN": 843, + "FP": 328, + "IoU": 0.735127799140466, + "TN": 2448827, + "TP": 3250, + "n_pred": 3578, + "n_ref": 4093 + }, + "6": { + "Dice": 0.8780046257552019, + "FN": 111155, + "FP": 8526, + "IoU": 0.7825385433038675, + "TN": 1902893, + "TP": 430674, + "n_pred": 439200, + "n_ref": 541829 + }, + "7": { + "Dice": 0.8669991687448046, + "FN": 1354, + "FP": 2166, + "IoU": 0.7652237710931769, + "TN": 2438255, + "TP": 11473, + "n_pred": 13639, + "n_ref": 12827 + }, + "8": { + "Dice": 0.9275093531161065, + "FN": 1621, + "FP": 2913, + "IoU": 0.8648181276088253, + "TN": 2419708, + "TP": 29006, + "n_pred": 31919, + "n_ref": 30627 + }, + "9": { + "Dice": 0.4791324350969438, + "FN": 1991, + "FP": 1179, + "IoU": 0.3150388936905791, + "TN": 2448620, + "TP": 1458, + "n_pred": 2637, + "n_ref": 3449 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9052070170222255, + "FN": 9537, + "FP": 665, + "IoU": 0.8268293924940165, + "TN": 817247, + "TP": 48711, + "n_pred": 49376, + "n_ref": 58248 + }, + "15": { + "Dice": 0.7746796514607893, + "FN": 710, + "FP": 3686, + "IoU": 0.6322262193591567, + "TN": 864207, + "TP": 7557, + "n_pred": 11243, + "n_ref": 8267 + }, + "2": { + "Dice": 0.6666666666666666, + "FN": 2, + "FP": 0, + "IoU": 0.5, + "TN": 876156, + "TP": 2, + "n_pred": 2, + "n_ref": 4 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9638031509090574, + "FN": 2072, + "FP": 1866, + "IoU": 0.930135187879218, + "TN": 819794, + "TP": 52428, + "n_pred": 54294, + "n_ref": 54500 + }, + "7": { + "Dice": 0.9441466151352699, + "FN": 639, + "FP": 257, + "IoU": 0.8942023851694415, + "TN": 867691, + "TP": 7573, + "n_pred": 7830, + "n_ref": 8212 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9833805995181899, + "FN": 432, + "FP": 113, + "IoU": 0.9673045773591697, + "TN": 1034723, + "TP": 16124, + "n_pred": 16237, + "n_ref": 16556 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 59, + "FP": 0, + "IoU": 0.0, + "TN": 1051333, + "TP": 0, + "n_pred": 0, + "n_ref": 59 + }, + "13": { + "Dice": 0.7619047619047619, + "FN": 20, + "FP": 0, + "IoU": 0.6153846153846154, + "TN": 1051340, + "TP": 32, + "n_pred": 32, + "n_ref": 52 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9748990190421235, + "FN": 50, + "FP": 124, + "IoU": 0.9510273008725021, + "TN": 1047839, + "TP": 3379, + "n_pred": 3503, + "n_ref": 3429 + }, + "3": { + "Dice": 0.9754906374976825, + "FN": 2360, + "FP": 2267, + "IoU": 0.9521539511509111, + "TN": 954686, + "TP": 92079, + "n_pred": 94346, + "n_ref": 94439 + }, + "4": { + "Dice": 0.9212807323099356, + "FN": 5665, + "FP": 2109, + "IoU": 0.8540505022059514, + "TN": 998127, + "TP": 45491, + "n_pred": 47600, + "n_ref": 51156 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 1051376, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "6": { + "Dice": 0.9675223258980418, + "FN": 718, + "FP": 93, + "IoU": 0.9370878907765108, + "TN": 1038501, + "TP": 12080, + "n_pred": 12173, + "n_ref": 12798 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.891588785046729, + "FN": 213, + "FP": 19, + "IoU": 0.8043844856661045, + "TN": 1751134, + "TP": 954, + "n_pred": 973, + "n_ref": 1167 + }, + "11": { + "Dice": 0.5454545454545454, + "FN": 5, + "FP": 0, + "IoU": 0.375, + "TN": 1752312, + "TP": 3, + "n_pred": 3, + "n_ref": 8 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7913385826771654, + "FN": 22, + "FP": 84, + "IoU": 0.6547231270358306, + "TN": 1752013, + "TP": 201, + "n_pred": 285, + "n_ref": 223 + }, + "14": { + "Dice": 0.9704329961005346, + "FN": 1541, + "FP": 7209, + "IoU": 0.9425641968177283, + "TN": 1599976, + "TP": 143594, + "n_pred": 150803, + "n_ref": 145135 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2629, + "IoU": 0.0, + "TN": 1749691, + "TP": 0, + "n_pred": 2629, + "n_ref": 0 + }, + "2": { + "Dice": 0.930895829992457, + "FN": 9908, + "FP": 1727, + "IoU": 0.870725094997889, + "TN": 1662318, + "TP": 78367, + "n_pred": 80094, + "n_ref": 88275 + }, + "3": { + "Dice": 0.9332657341962164, + "FN": 2928, + "FP": 10498, + "IoU": 0.8748811809218496, + "TN": 1645014, + "TP": 93880, + "n_pred": 104378, + "n_ref": 96808 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7423423423423423, + "FN": 1, + "FP": 142, + "IoU": 0.5902578796561605, + "TN": 1751971, + "TP": 206, + "n_pred": 348, + "n_ref": 207 + }, + "6": { + "Dice": 0.9781045907675331, + "FN": 2534, + "FP": 1593, + "IoU": 0.9571474555328273, + "TN": 1656013, + "TP": 92180, + "n_pred": 93773, + "n_ref": 94714 + }, + "7": { + "Dice": 0.9928065719284102, + "FN": 2413, + "FP": 1263, + "IoU": 0.9857158955348574, + "TN": 1494971, + "TP": 253673, + "n_pred": 254936, + "n_ref": 256086 + }, + "8": { + "Dice": 0.9216858959265364, + "FN": 1482, + "FP": 181, + "IoU": 0.8547471394881649, + "TN": 1740871, + "TP": 9786, + "n_pred": 9967, + "n_ref": 11268 + }, + "9": { + "Dice": 0.9329218106995885, + "FN": 2389, + "FP": 2175, + "IoU": 0.8742768993443888, + "TN": 1716018, + "TP": 31738, + "n_pred": 33913, + "n_ref": 34127 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8292682926829268, + "FN": 9, + "FP": 12, + "IoU": 0.7083333333333334, + "TN": 3329336, + "TP": 51, + "n_pred": 63, + "n_ref": 60 + }, + "10": { + "Dice": 0.9195873938564997, + "FN": 3398, + "FP": 835, + "IoU": 0.8511446355100749, + "TN": 3300971, + "TP": 24204, + "n_pred": 25039, + "n_ref": 27602 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9155131021096184, + "FN": 7615, + "FP": 2309, + "IoU": 0.8441900993829777, + "TN": 3265715, + "TP": 53769, + "n_pred": 56078, + "n_ref": 61384 + }, + "14": { + "Dice": 0.9014477884176927, + "FN": 2945, + "FP": 513, + "IoU": 0.820578010688528, + "TN": 3310135, + "TP": 15815, + "n_pred": 16328, + "n_ref": 18760 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 91, + "IoU": 0.0, + "TN": 3329317, + "TP": 0, + "n_pred": 91, + "n_ref": 0 + }, + "2": { + "Dice": 0.9309651403965004, + "FN": 10215, + "FP": 2899, + "IoU": 0.8708463826350726, + "TN": 3227870, + "TP": 88424, + "n_pred": 91323, + "n_ref": 98639 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 7636, + "IoU": 0.0, + "TN": 3321772, + "TP": 0, + "n_pred": 7636, + "n_ref": 0 + }, + "4": { + "Dice": 0.8575488454706928, + "FN": 148, + "FP": 253, + "IoU": 0.7506218905472637, + "TN": 3327800, + "TP": 1207, + "n_pred": 1460, + "n_ref": 1355 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9772711933045356, + "FN": 4932, + "FP": 5844, + "IoU": 0.9555526224612694, + "TN": 3086964, + "TP": 231668, + "n_pred": 237512, + "n_ref": 236600 + }, + "7": { + "Dice": 0.8508240691295694, + "FN": 2139, + "FP": 47027, + "IoU": 0.7403775577557756, + "TN": 3140033, + "TP": 140209, + "n_pred": 187236, + "n_ref": 142348 + }, + "8": { + "Dice": 0.9353448275862069, + "FN": 6, + "FP": 24, + "IoU": 0.8785425101214575, + "TN": 3329161, + "TP": 217, + "n_pred": 241, + "n_ref": 223 + }, + "9": { + "Dice": 0.8989004653461269, + "FN": 1012, + "FP": 1443, + "IoU": 0.8163662203605355, + "TN": 3316039, + "TP": 10914, + "n_pred": 12357, + "n_ref": 11926 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8267854024794832, + "FN": 1749, + "FP": 4203, + "IoU": 0.7047179639827356, + "TN": 680771, + "TP": 14205, + "n_pred": 18408, + "n_ref": 15954 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6062170434013053, + "FN": 8492, + "FP": 2187, + "IoU": 0.4349436478120535, + "TN": 682029, + "TP": 8220, + "n_pred": 10407, + "n_ref": 16712 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 132, + "FP": 0, + "IoU": 0.0, + "TN": 700796, + "TP": 0, + "n_pred": 0, + "n_ref": 132 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9020915428917854, + "FN": 921, + "FP": 48, + "IoU": 0.8216454997239094, + "TN": 695495, + "TP": 4464, + "n_pred": 4512, + "n_ref": 5385 + }, + "7": { + "Dice": 0.9058530596321327, + "FN": 3773, + "FP": 4432, + "IoU": 0.8279080498343051, + "TN": 653250, + "TP": 39473, + "n_pred": 43905, + "n_ref": 43246 + }, + "8": { + "Dice": 0.9434491791009869, + "FN": 371, + "FP": 838, + "IoU": 0.8929520099167699, + "TN": 689634, + "TP": 10085, + "n_pred": 10923, + "n_ref": 10456 + }, + "9": { + "Dice": 0.8875902371949124, + "FN": 123, + "FP": 204, + "IoU": 0.7978986402966626, + "TN": 699310, + "TP": 1291, + "n_pred": 1495, + "n_ref": 1414 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9052020636285468, + "FN": 143, + "FP": 739, + "IoU": 0.8268211270371097, + "TN": 1046299, + "TP": 4211, + "n_pred": 4950, + "n_ref": 4354 + }, + "10": { + "Dice": 0.8379930238797961, + "FN": 13714, + "FP": 4400, + "IoU": 0.7211600628059481, + "TN": 986430, + "TP": 46848, + "n_pred": 51248, + "n_ref": 60562 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8173162749181792, + "FN": 526, + "FP": 702, + "IoU": 0.6910691823899371, + "TN": 1047417, + "TP": 2747, + "n_pred": 3449, + "n_ref": 3273 + }, + "13": { + "Dice": 0.1416451493913685, + "FN": 294, + "FP": 4360, + "IoU": 0.07622072250893211, + "TN": 1046354, + "TP": 384, + "n_pred": 4744, + "n_ref": 678 + }, + "14": { + "Dice": 0.004415378847836048, + "FN": 23901, + "FP": 0, + "IoU": 0.0022125741003590216, + "TN": 1027438, + "TP": 53, + "n_pred": 53, + "n_ref": 23954 + }, + "15": { + "Dice": 0.9231509664663493, + "FN": 1974, + "FP": 3934, + "IoU": 0.8572705529920518, + "TN": 1009999, + "TP": 35485, + "n_pred": 39419, + "n_ref": 37459 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 13139, + "IoU": 0.0, + "TN": 1038253, + "TP": 0, + "n_pred": 13139, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9395272337821298, + "FN": 2060, + "FP": 1102, + "IoU": 0.88595130748422, + "TN": 1023667, + "TP": 24563, + "n_pred": 25665, + "n_ref": 26623 + }, + "7": { + "Dice": 0.9450392915647776, + "FN": 2653, + "FP": 1977, + "IoU": 0.8958052029885678, + "TN": 1006956, + "TP": 39806, + "n_pred": 41783, + "n_ref": 42459 + }, + "8": { + "Dice": 0.9492209820578263, + "FN": 1024, + "FP": 309, + "IoU": 0.9033497679814385, + "TN": 1037600, + "TP": 12459, + "n_pred": 12768, + "n_ref": 13483 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4098791382028376, + "FN": 7817, + "FP": 44, + "IoU": 0.25776602775941837, + "TN": 1566497, + "TP": 2730, + "n_pred": 2774, + "n_ref": 10547 + }, + "10": { + "Dice": 0.7632509720306033, + "FN": 14323, + "FP": 4553, + "IoU": 0.6171429730442367, + "TN": 1527785, + "TP": 30427, + "n_pred": 34980, + "n_ref": 44750 + }, + "11": { + "Dice": 0.0, + "FN": 88, + "FP": 0, + "IoU": 0.0, + "TN": 1577000, + "TP": 0, + "n_pred": 0, + "n_ref": 88 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6607180070095671, + "FN": 6562, + "FP": 11347, + "IoU": 0.4933374826717968, + "TN": 1541741, + "TP": 17438, + "n_pred": 28785, + "n_ref": 24000 + }, + "14": { + "Dice": 0.8548686103944929, + "FN": 5601, + "FP": 5594, + "IoU": 0.7465244758411448, + "TN": 1532922, + "TP": 32971, + "n_pred": 38565, + "n_ref": 38572 + }, + "15": { + "Dice": 0.6799547464774247, + "FN": 4587, + "FP": 10972, + "IoU": 0.5150995730358089, + "TN": 1545001, + "TP": 16528, + "n_pred": 27500, + "n_ref": 21115 + }, + "2": { + "Dice": 0.695534646006588, + "FN": 38704, + "FP": 2520, + "IoU": 0.533195185197767, + "TN": 1488777, + "TP": 47087, + "n_pred": 49607, + "n_ref": 85791 + }, + "3": { + "Dice": 0.7900120591533205, + "FN": 4275, + "FP": 35427, + "IoU": 0.6529090352756043, + "TN": 1462703, + "TP": 74683, + "n_pred": 110110, + "n_ref": 78958 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9062936678786381, + "FN": 7803, + "FP": 19490, + "IoU": 0.8286444370499193, + "TN": 1417811, + "TP": 131984, + "n_pred": 151474, + "n_ref": 139787 + }, + "7": { + "Dice": 0.9247315788504392, + "FN": 7137, + "FP": 5124, + "IoU": 0.8600006850957421, + "TN": 1489509, + "TP": 75318, + "n_pred": 80442, + "n_ref": 82455 + }, + "8": { + "Dice": 0.9640708499983195, + "FN": 593, + "FP": 476, + "IoU": 0.9306339627538771, + "TN": 1561677, + "TP": 14342, + "n_pred": 14818, + "n_ref": 14935 + }, + "9": { + "Dice": 0.8202767645185571, + "FN": 518, + "FP": 5690, + "IoU": 0.6953128834355828, + "TN": 1556713, + "TP": 14167, + "n_pred": 19857, + "n_ref": 14685 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7095785440613027, + "FN": 50, + "FP": 329, + "IoU": 0.5498812351543944, + "TN": 1401014, + "TP": 463, + "n_pred": 792, + "n_ref": 513 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4507217662043589, + "FN": 4181, + "FP": 5522, + "IoU": 0.2909237065185618, + "TN": 1388172, + "TP": 3981, + "n_pred": 9503, + "n_ref": 8162 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9770363807782142, + "FN": 2129, + "FP": 2718, + "IoU": 0.9551037421267136, + "TN": 1293896, + "TP": 103113, + "n_pred": 105831, + "n_ref": 105242 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 842, + "IoU": 0.0, + "TN": 1401014, + "TP": 0, + "n_pred": 842, + "n_ref": 0 + }, + "4": { + "Dice": 0.8473424657534246, + "FN": 636, + "FP": 757, + "IoU": 0.7351207453888572, + "TN": 1396597, + "TP": 3866, + "n_pred": 4623, + "n_ref": 4502 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9799325998379578, + "FN": 1776, + "FP": 1642, + "IoU": 0.9606547564232434, + "TN": 1314984, + "TP": 83454, + "n_pred": 85096, + "n_ref": 85230 + }, + "7": { + "Dice": 0.7680270418054382, + "FN": 9212, + "FP": 14121, + "IoU": 0.6234122564921964, + "TN": 1339897, + "TP": 38626, + "n_pred": 52747, + "n_ref": 47838 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9540521138999786, + "FN": 25180, + "FP": 11304, + "IoU": 0.9121411559588399, + "TN": 1862759, + "TP": 378773, + "n_pred": 390077, + "n_ref": 403953 + }, + "10": { + "Dice": 0.5592057234632793, + "FN": 52, + "FP": 2967, + "IoU": 0.38812322659100124, + "TN": 2273082, + "TP": 1915, + "n_pred": 4882, + "n_ref": 1967 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 358, + "IoU": 0.0, + "TN": 2277658, + "TP": 0, + "n_pred": 358, + "n_ref": 0 + }, + "13": { + "Dice": 0.6942640809370753, + "FN": 13431, + "FP": 742, + "IoU": 0.5317032876259706, + "TN": 2247751, + "TP": 16092, + "n_pred": 16834, + "n_ref": 29523 + }, + "14": { + "Dice": 0.9914113199029401, + "FN": 866, + "FP": 1417, + "IoU": 0.9829689143522145, + "TN": 2143967, + "TP": 131766, + "n_pred": 133183, + "n_ref": 132632 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9677205394649568, + "FN": 118, + "FP": 174, + "IoU": 0.9374598415078175, + "TN": 2273347, + "TP": 4377, + "n_pred": 4551, + "n_ref": 4495 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.09467710035256686, + "FN": 135, + "FP": 20921, + "IoU": 0.049690842623098794, + "TN": 2255859, + "TP": 1101, + "n_pred": 22022, + "n_ref": 1236 + }, + "7": { + "Dice": 0.9305785123966942, + "FN": 472, + "FP": 200, + "IoU": 0.8701700154559505, + "TN": 2272840, + "TP": 4504, + "n_pred": 4704, + "n_ref": 4976 + }, + "8": { + "Dice": 0.9308314015412568, + "FN": 1513, + "FP": 695, + "IoU": 0.8706123644887196, + "TN": 2260951, + "TP": 14857, + "n_pred": 15552, + "n_ref": 16370 + }, + "9": { + "Dice": 0.9519925634951573, + "FN": 1597, + "FP": 4, + "IoU": 0.9083834048640915, + "TN": 2260541, + "TP": 15874, + "n_pred": 15878, + "n_ref": 17471 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9585514200223597, + "FN": 4090, + "FP": 9887, + "IoU": 0.9204020615621173, + "TN": 1401493, + "TP": 161618, + "n_pred": 171505, + "n_ref": 165708 + }, + "10": { + "Dice": 0.8072736231080727, + "FN": 3044, + "FP": 9473, + "IoU": 0.6768305277290096, + "TN": 1538356, + "TP": 26215, + "n_pred": 35688, + "n_ref": 29259 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7068149063207742, + "FN": 1739, + "FP": 1109, + "IoU": 0.5465690176723451, + "TN": 1570807, + "TP": 3433, + "n_pred": 4542, + "n_ref": 5172 + }, + "13": { + "Dice": 0.44849180670076194, + "FN": 7572, + "FP": 2996, + "IoU": 0.28906828119744366, + "TN": 1562223, + "TP": 4297, + "n_pred": 7293, + "n_ref": 11869 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 605, + "IoU": 0.0, + "TN": 1576483, + "TP": 0, + "n_pred": 605, + "n_ref": 0 + }, + "15": { + "Dice": 0.8477081384471469, + "FN": 10017, + "FP": 3007, + "IoU": 0.7356713752232505, + "TN": 1527816, + "TP": 36248, + "n_pred": 39255, + "n_ref": 46265 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9274893601064926, + "FN": 2243, + "FP": 13227, + "IoU": 0.8647833649450655, + "TN": 1462679, + "TP": 98939, + "n_pred": 112166, + "n_ref": 101182 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5026728439059159, + "FN": 5377, + "FP": 205, + "IoU": 0.33571343567773415, + "TN": 1568685, + "TP": 2821, + "n_pred": 3026, + "n_ref": 8198 + }, + "6": { + "Dice": 0.9622683722152929, + "FN": 9371, + "FP": 4121, + "IoU": 0.9272805670089201, + "TN": 1391553, + "TP": 172043, + "n_pred": 176164, + "n_ref": 181414 + }, + "7": { + "Dice": 0.663626209977662, + "FN": 5530, + "FP": 8926, + "IoU": 0.49658726842178574, + "TN": 1548372, + "TP": 14260, + "n_pred": 23186, + "n_ref": 19790 + }, + "8": { + "Dice": 0.938099183335306, + "FN": 1122, + "FP": 447, + "IoU": 0.8834150691038787, + "TN": 1563630, + "TP": 11889, + "n_pred": 12336, + "n_ref": 13011 + }, + "9": { + "Dice": 0.8457834362788352, + "FN": 2098, + "FP": 4019, + "IoU": 0.7327770739591979, + "TN": 1554197, + "TP": 16774, + "n_pred": 20793, + "n_ref": 18872 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8978164427912955, + "FN": 6885, + "FP": 1384, + "IoU": 0.814579782940174, + "TN": 1882956, + "TP": 36327, + "n_pred": 37711, + "n_ref": 43212 + }, + "10": { + "Dice": 0.818683212685281, + "FN": 6908, + "FP": 3612, + "IoU": 0.6930259702363584, + "TN": 1893282, + "TP": 23750, + "n_pred": 27362, + "n_ref": 30658 + }, + "11": { + "Dice": 0.23002421307506055, + "FN": 79, + "FP": 557, + "IoU": 0.12995896032831739, + "TN": 1926821, + "TP": 95, + "n_pred": 652, + "n_ref": 174 + }, + "12": { + "Dice": 0.6054421768707483, + "FN": 273, + "FP": 191, + "IoU": 0.43414634146341463, + "TN": 1926732, + "TP": 356, + "n_pred": 547, + "n_ref": 629 + }, + "13": { + "Dice": 0.6381021764866588, + "FN": 3698, + "FP": 4250, + "IoU": 0.468538950183885, + "TN": 1912597, + "TP": 7007, + "n_pred": 11257, + "n_ref": 10705 + }, + "14": { + "Dice": 0.747716894977169, + "FN": 4937, + "FP": 12743, + "IoU": 0.5970829535095715, + "TN": 1883672, + "TP": 26200, + "n_pred": 38943, + "n_ref": 31137 + }, + "15": { + "Dice": 0.8815671823773268, + "FN": 2035, + "FP": 2336, + "IoU": 0.7882164833567518, + "TN": 1906913, + "TP": 16268, + "n_pred": 18604, + "n_ref": 18303 + }, + "2": { + "Dice": 0.963003918107825, + "FN": 4916, + "FP": 2043, + "IoU": 0.9286475956116067, + "TN": 1830022, + "TP": 90571, + "n_pred": 92614, + "n_ref": 95487 + }, + "3": { + "Dice": 0.9681519274376417, + "FN": 4191, + "FP": 1427, + "IoU": 0.9382698414442527, + "TN": 1836543, + "TP": 85391, + "n_pred": 86818, + "n_ref": 89582 + }, + "4": { + "Dice": 0.254071661237785, + "FN": 140, + "FP": 3982, + "IoU": 0.1455223880597015, + "TN": 1922728, + "TP": 702, + "n_pred": 4684, + "n_ref": 842 + }, + "5": { + "Dice": 0.5940321947389086, + "FN": 3123, + "FP": 1013, + "IoU": 0.4225076794191567, + "TN": 1920390, + "TP": 3026, + "n_pred": 4039, + "n_ref": 6149 + }, + "6": { + "Dice": 0.9220719887741894, + "FN": 9295, + "FP": 5033, + "IoU": 0.855411473838236, + "TN": 1828457, + "TP": 84767, + "n_pred": 89800, + "n_ref": 94062 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6857, + "IoU": 0.0, + "TN": 1920695, + "TP": 0, + "n_pred": 6857, + "n_ref": 0 + }, + "8": { + "Dice": 0.9777639880028959, + "FN": 1200, + "FP": 735, + "IoU": 0.9564953460137596, + "TN": 1883074, + "TP": 42543, + "n_pred": 43278, + "n_ref": 43743 + }, + "9": { + "Dice": 0.9051383399209486, + "FN": 2123, + "FP": 373, + "IoU": 0.8267148014440433, + "TN": 1913148, + "TP": 11908, + "n_pred": 12281, + "n_ref": 14031 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8659171351238809, + "FN": 1072, + "FP": 216, + "IoU": 0.7635395630622361, + "TN": 2097337, + "TP": 4159, + "n_pred": 4375, + "n_ref": 5231 + }, + "10": { + "Dice": 0.30065629683220507, + "FN": 22851, + "FP": 4215, + "IoU": 0.17692494830312613, + "TN": 2069900, + "TP": 5818, + "n_pred": 10033, + "n_ref": 28669 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 734, + "IoU": 0.0, + "TN": 2102050, + "TP": 0, + "n_pred": 734, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 390, + "IoU": 0.0, + "TN": 2102394, + "TP": 0, + "n_pred": 390, + "n_ref": 0 + }, + "13": { + "Dice": 0.6046070528338616, + "FN": 15809, + "FP": 15877, + "IoU": 0.43328802403777367, + "TN": 2046872, + "TP": 24226, + "n_pred": 40103, + "n_ref": 40035 + }, + "14": { + "Dice": 0.0, + "FN": 3, + "FP": 440, + "IoU": 0.0, + "TN": 2102341, + "TP": 0, + "n_pred": 440, + "n_ref": 3 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9645067363237181, + "FN": 1738, + "FP": 2053, + "IoU": 0.9314466546112116, + "TN": 2047484, + "TP": 51509, + "n_pred": 53562, + "n_ref": 53247 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8262850893182647, + "FN": 3228, + "FP": 584, + "IoU": 0.7039913029973598, + "TN": 2089906, + "TP": 9066, + "n_pred": 9650, + "n_ref": 12294 + }, + "5": { + "Dice": 0.014285714285714285, + "FN": 2, + "FP": 550, + "IoU": 0.007194244604316547, + "TN": 2102228, + "TP": 4, + "n_pred": 554, + "n_ref": 6 + }, + "6": { + "Dice": 0.9604708033422168, + "FN": 13893, + "FP": 19228, + "IoU": 0.9239478856680995, + "TN": 1667280, + "TP": 402383, + "n_pred": 421611, + "n_ref": 416276 + }, + "7": { + "Dice": 0.9554922816778487, + "FN": 33527, + "FP": 7271, + "IoU": 0.914777617165632, + "TN": 1624060, + "TP": 437926, + "n_pred": 445197, + "n_ref": 471453 + }, + "8": { + "Dice": 0.4971862001468069, + "FN": 30, + "FP": 2025, + "IoU": 0.3308368609573429, + "TN": 2099713, + "TP": 1016, + "n_pred": 3041, + "n_ref": 1046 + }, + "9": { + "Dice": 0.38362609786700125, + "FN": 9783, + "FP": 5937, + "IoU": 0.23733747331651464, + "TN": 2082172, + "TP": 4892, + "n_pred": 10829, + "n_ref": 14675 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9552215620024078, + "FN": 1372, + "FP": 934, + "IoU": 0.9142814660620028, + "TN": 2952042, + "TP": 24596, + "n_pred": 25530, + "n_ref": 25968 + }, + "10": { + "Dice": 0.3553461914496489, + "FN": 1217, + "FP": 20542, + "IoU": 0.21606139213143105, + "TN": 2951188, + "TP": 5997, + "n_pred": 26539, + "n_ref": 7214 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6937974388185075, + "FN": 5848, + "FP": 16461, + "IoU": 0.5311560851564634, + "TN": 2931361, + "TP": 25274, + "n_pred": 41735, + "n_ref": 31122 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 174, + "IoU": 0.0, + "TN": 2978770, + "TP": 0, + "n_pred": 174, + "n_ref": 0 + }, + "15": { + "Dice": 0.831961008750877, + "FN": 147, + "FP": 4404, + "IoU": 0.7122716064993362, + "TN": 2963127, + "TP": 11266, + "n_pred": 15670, + "n_ref": 11413 + }, + "2": { + "Dice": 0.8872472783825817, + "FN": 195, + "FP": 95, + "IoU": 0.7973445143256463, + "TN": 2977513, + "TP": 1141, + "n_pred": 1236, + "n_ref": 1336 + }, + "3": { + "Dice": 0.0, + "FN": 127, + "FP": 0, + "IoU": 0.0, + "TN": 2978817, + "TP": 0, + "n_pred": 0, + "n_ref": 127 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 101, + "IoU": 0.0, + "TN": 2978843, + "TP": 0, + "n_pred": 101, + "n_ref": 0 + }, + "5": { + "Dice": 0.8105167724388033, + "FN": 2171, + "FP": 546, + "IoU": 0.6814024390243902, + "TN": 2970416, + "TP": 5811, + "n_pred": 6357, + "n_ref": 7982 + }, + "6": { + "Dice": 0.9065764685733858, + "FN": 3075, + "FP": 3471, + "IoU": 0.8291173936878378, + "TN": 2940637, + "TP": 31761, + "n_pred": 35232, + "n_ref": 34836 + }, + "7": { + "Dice": 0.9063453931325975, + "FN": 3681, + "FP": 1504, + "IoU": 0.828730924225408, + "TN": 2948670, + "TP": 25089, + "n_pred": 26593, + "n_ref": 28770 + }, + "8": { + "Dice": 0.5487068330562512, + "FN": 82075, + "FP": 3705, + "IoU": 0.37808131778899134, + "TN": 2841016, + "TP": 52148, + "n_pred": 55853, + "n_ref": 134223 + }, + "9": { + "Dice": 0.870863917971682, + "FN": 5356, + "FP": 4795, + "IoU": 0.77126568872665, + "TN": 2934565, + "TP": 34228, + "n_pred": 39023, + "n_ref": 39584 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 352, + "IoU": 0.0, + "TN": 1226272, + "TP": 0, + "n_pred": 352, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.846734616836542, + "FN": 38, + "FP": 774, + "IoU": 0.7342062193126023, + "TN": 1223569, + "TP": 2243, + "n_pred": 3017, + "n_ref": 2281 + }, + "14": { + "Dice": 0.9425986842105263, + "FN": 804, + "FP": 592, + "IoU": 0.891429460258205, + "TN": 1213766, + "TP": 11462, + "n_pred": 12054, + "n_ref": 12266 + }, + "15": { + "Dice": 0.8928737103095257, + "FN": 26309, + "FP": 479, + "IoU": 0.8064786453216205, + "TN": 1088200, + "TP": 111636, + "n_pred": 112115, + "n_ref": 137945 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 14607, + "IoU": 0.0, + "TN": 1212017, + "TP": 0, + "n_pred": 14607, + "n_ref": 0 + }, + "4": { + "Dice": 0.910265195641746, + "FN": 8795, + "FP": 1681, + "IoU": 0.8353089136928156, + "TN": 1163014, + "TP": 53134, + "n_pred": 54815, + "n_ref": 61929 + }, + "5": { + "Dice": 0.8798904109589041, + "FN": 1043, + "FP": 1149, + "IoU": 0.7855395753840133, + "TN": 1216403, + "TP": 8029, + "n_pred": 9178, + "n_ref": 9072 + }, + "6": { + "Dice": 0.9547568841478541, + "FN": 2280, + "FP": 3556, + "IoU": 0.9134304447147477, + "TN": 1159210, + "TP": 61578, + "n_pred": 65134, + "n_ref": 63858 + }, + "7": { + "Dice": 0.7846075041618645, + "FN": 1094, + "FP": 5634, + "IoU": 0.6455589505847645, + "TN": 1207642, + "TP": 12254, + "n_pred": 17888, + "n_ref": 13348 + }, + "8": { + "Dice": 0.9702701655102911, + "FN": 1399, + "FP": 902, + "IoU": 0.9422570202514492, + "TN": 1186775, + "TP": 37548, + "n_pred": 38450, + "n_ref": 38947 + }, + "9": { + "Dice": 0.6926331778235868, + "FN": 1293, + "FP": 1540, + "IoU": 0.529792531120332, + "TN": 1220599, + "TP": 3192, + "n_pred": 4732, + "n_ref": 4485 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9621742382112106, + "FN": 3574, + "FP": 4316, + "IoU": 0.9271057567050693, + "TN": 1994545, + "TP": 100349, + "n_pred": 104665, + "n_ref": 103923 + }, + "3": { + "Dice": 0.966034359341446, + "FN": 5345, + "FP": 2247, + "IoU": 0.9343002526913358, + "TN": 1987228, + "TP": 107964, + "n_pred": 110211, + "n_ref": 113309 + }, + "4": { + "Dice": 0.9051903727671646, + "FN": 559, + "FP": 1580, + "IoU": 0.8268016194331984, + "TN": 2090434, + "TP": 10211, + "n_pred": 11791, + "n_ref": 10770 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9795744349105651, + "FN": 3166, + "FP": 5218, + "IoU": 0.9599665751462337, + "TN": 1893359, + "TP": 201041, + "n_pred": 206259, + "n_ref": 204207 + }, + "7": { + "Dice": 0.9432927321126079, + "FN": 2876, + "FP": 1342, + "IoU": 0.8926717557251909, + "TN": 2063484, + "TP": 35082, + "n_pred": 36424, + "n_ref": 37958 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9803393021414971, + "FN": 592, + "FP": 1246, + "IoU": 0.9614367840208132, + "TN": 2230354, + "TP": 45824, + "n_pred": 47070, + "n_ref": 46416 + }, + "10": { + "Dice": 0.8874716791138709, + "FN": 304, + "FP": 1037, + "IoU": 0.7977070448031377, + "TN": 2271387, + "TP": 5288, + "n_pred": 6325, + "n_ref": 5592 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8515606385513462, + "FN": 3389, + "FP": 349, + "IoU": 0.74149377593361, + "TN": 2263556, + "TP": 10722, + "n_pred": 11071, + "n_ref": 14111 + }, + "14": { + "Dice": 0.9054880142866956, + "FN": 7941, + "FP": 315, + "IoU": 0.8272983997489802, + "TN": 2230211, + "TP": 39549, + "n_pred": 39864, + "n_ref": 47490 + }, + "15": { + "Dice": 0.9510285165011214, + "FN": 520, + "FP": 3301, + "IoU": 0.9066295237397063, + "TN": 2237093, + "TP": 37102, + "n_pred": 40403, + "n_ref": 37622 + }, + "2": { + "Dice": 0.3333333333333333, + "FN": 0, + "FP": 4, + "IoU": 0.2, + "TN": 2278011, + "TP": 1, + "n_pred": 5, + "n_ref": 1 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7848263488401896, + "FN": 4082, + "FP": 955, + "IoU": 0.6458553047880194, + "TN": 2263793, + "TP": 9186, + "n_pred": 10141, + "n_ref": 13268 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9610427510970323, + "FN": 2710, + "FP": 11974, + "IoU": 0.925007022292587, + "TN": 2082211, + "TP": 181121, + "n_pred": 193095, + "n_ref": 183831 + }, + "7": { + "Dice": 0.9051673008312575, + "FN": 5099, + "FP": 5294, + "IoU": 0.8267631223642758, + "TN": 2218023, + "TP": 49600, + "n_pred": 54894, + "n_ref": 54699 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9090236503982836, + "FN": 1525, + "FP": 2164, + "IoU": 0.8332203083322031, + "TN": 1029273, + "TP": 18430, + "n_pred": 20594, + "n_ref": 19955 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7818475626178293, + "FN": 1227, + "FP": 393, + "IoU": 0.6418306433782888, + "TN": 1046869, + "TP": 2903, + "n_pred": 3296, + "n_ref": 4130 + }, + "13": { + "Dice": 0.5722268790164851, + "FN": 491, + "FP": 1040, + "IoU": 0.40078277886497066, + "TN": 1048837, + "TP": 1024, + "n_pred": 2064, + "n_ref": 1515 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9547829219960368, + "FN": 51, + "FP": 200, + "IoU": 0.9134781109962082, + "TN": 1048491, + "TP": 2650, + "n_pred": 2850, + "n_ref": 2701 + }, + "3": { + "Dice": 0.9232381451401624, + "FN": 479, + "FP": 107, + "IoU": 0.8574209245742093, + "TN": 1047282, + "TP": 3524, + "n_pred": 3631, + "n_ref": 4003 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9664763095963004, + "FN": 715, + "FP": 1322, + "IoU": 0.9351273885350319, + "TN": 1019992, + "TP": 29363, + "n_pred": 30685, + "n_ref": 30078 + }, + "7": { + "Dice": 0.9726546942876925, + "FN": 3145, + "FP": 1318, + "IoU": 0.946765112839353, + "TN": 967556, + "TP": 79373, + "n_pred": 80691, + "n_ref": 82518 + }, + "8": { + "Dice": 0.9667735042735043, + "FN": 340, + "FP": 282, + "IoU": 0.9356840037224693, + "TN": 1041721, + "TP": 9049, + "n_pred": 9331, + "n_ref": 9389 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.938783570300158, + "FN": 102, + "FP": 518, + "IoU": 0.8846296985485672, + "TN": 1221250, + "TP": 4754, + "n_pred": 5272, + "n_ref": 4856 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9761805031973416, + "FN": 679, + "FP": 174, + "IoU": 0.9534693432249618, + "TN": 1208292, + "TP": 17479, + "n_pred": 17653, + "n_ref": 18158 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8847273187397191, + "FN": 1745, + "FP": 988, + "IoU": 0.7932834127524393, + "TN": 1213403, + "TP": 10488, + "n_pred": 11476, + "n_ref": 12233 + }, + "6": { + "Dice": 0.927963043164429, + "FN": 299, + "FP": 200, + "IoU": 0.8656073256127121, + "TN": 1222911, + "TP": 3214, + "n_pred": 3414, + "n_ref": 3513 + }, + "7": { + "Dice": 0.790203802020894, + "FN": 379, + "FP": 846, + "IoU": 0.6531710079275198, + "TN": 1223092, + "TP": 2307, + "n_pred": 3153, + "n_ref": 2686 + }, + "8": { + "Dice": 0.9563058395730288, + "FN": 464, + "FP": 1771, + "IoU": 0.9162701831940958, + "TN": 1199931, + "TP": 24458, + "n_pred": 26229, + "n_ref": 24922 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9724080545847895, + "FN": 683, + "FP": 146, + "IoU": 0.9462978558009976, + "TN": 1211187, + "TP": 14608, + "n_pred": 14754, + "n_ref": 15291 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3412322274881517, + "FN": 139, + "FP": 0, + "IoU": 0.2057142857142857, + "TN": 1226449, + "TP": 36, + "n_pred": 36, + "n_ref": 175 + }, + "14": { + "Dice": 0.8113386681133867, + "FN": 9538, + "FP": 199, + "IoU": 0.6825650387950707, + "TN": 1195950, + "TP": 20937, + "n_pred": 21136, + "n_ref": 30475 + }, + "15": { + "Dice": 0.8868660598179454, + "FN": 346, + "FP": 872, + "IoU": 0.7967289719626168, + "TN": 1220632, + "TP": 4774, + "n_pred": 5646, + "n_ref": 5120 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9638177827451087, + "FN": 754, + "FP": 1933, + "IoU": 0.9301624431448993, + "TN": 1188149, + "TP": 35788, + "n_pred": 37721, + "n_ref": 36542 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9752786910025318, + "FN": 2415, + "FP": 856, + "IoU": 0.9517501806971221, + "TN": 1158831, + "TP": 64522, + "n_pred": 65378, + "n_ref": 66937 + }, + "7": { + "Dice": 0.9521296645307199, + "FN": 457, + "FP": 178, + "IoU": 0.9086330935251798, + "TN": 1219674, + "TP": 6315, + "n_pred": 6493, + "n_ref": 6772 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8509485094850948, + "FN": 211, + "FP": 64, + "IoU": 0.7405660377358491, + "TN": 1751260, + "TP": 785, + "n_pred": 849, + "n_ref": 996 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8268698388661477, + "FN": 4462, + "FP": 2855, + "IoU": 0.7048406615570795, + "TN": 1727530, + "TP": 17473, + "n_pred": 20328, + "n_ref": 21935 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9636902924759757, + "FN": 3164, + "FP": 3777, + "IoU": 0.9299249881374242, + "TN": 1653269, + "TP": 92110, + "n_pred": 95887, + "n_ref": 95274 + }, + "3": { + "Dice": 0.5277803749240335, + "FN": 1008, + "FP": 79802, + "IoU": 0.3584929625542792, + "TN": 1626351, + "TP": 45159, + "n_pred": 124961, + "n_ref": 46167 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9162481335686168, + "FN": 540, + "FP": 77, + "IoU": 0.845440881763527, + "TN": 1748328, + "TP": 3375, + "n_pred": 3452, + "n_ref": 3915 + }, + "7": { + "Dice": 0.9265175718849841, + "FN": 17, + "FP": 6, + "IoU": 0.8630952380952381, + "TN": 1752152, + "TP": 145, + "n_pred": 151, + "n_ref": 162 + }, + "8": { + "Dice": 0.9538623780648563, + "FN": 154, + "FP": 196, + "IoU": 0.9117943548387096, + "TN": 1748352, + "TP": 3618, + "n_pred": 3814, + "n_ref": 3772 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9353846153846154, + "FN": 4437, + "FP": 3396, + "IoU": 0.8786127167630058, + "TN": 1162095, + "TP": 56696, + "n_pred": 60092, + "n_ref": 61133 + }, + "10": { + "Dice": 0.142580902007621, + "FN": 12713, + "FP": 17439, + "IoU": 0.07676291374506261, + "TN": 1193965, + "TP": 2507, + "n_pred": 19946, + "n_ref": 15220 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.3502415458937198, + "FN": 1000, + "FP": 76, + "IoU": 0.212298682284041, + "TN": 1225258, + "TP": 290, + "n_pred": 366, + "n_ref": 1290 + }, + "13": { + "Dice": 0.4389255157993556, + "FN": 7114, + "FP": 19183, + "IoU": 0.28116884891889676, + "TN": 1190041, + "TP": 10286, + "n_pred": 29469, + "n_ref": 17400 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 1226620, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "3": { + "Dice": 0.9656260361926389, + "FN": 1737, + "FP": 1684, + "IoU": 0.9335366801367734, + "TN": 1175152, + "TP": 48051, + "n_pred": 49735, + "n_ref": 49788 + }, + "4": { + "Dice": 0.7395454282908797, + "FN": 34361, + "FP": 1713, + "IoU": 0.5867291411288936, + "TN": 1139335, + "TP": 51215, + "n_pred": 52928, + "n_ref": 85576 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9304169730070371, + "FN": 5875, + "FP": 10025, + "IoU": 0.8698875632150047, + "TN": 1104422, + "TP": 106302, + "n_pred": 116327, + "n_ref": 112177 + }, + "7": { + "Dice": 0.45832737215254266, + "FN": 2782, + "FP": 31293, + "IoU": 0.2972922810418428, + "TN": 1178133, + "TP": 14416, + "n_pred": 45709, + "n_ref": 17198 + }, + "8": { + "Dice": 0.8038881595486159, + "FN": 6676, + "FP": 345, + "IoU": 0.6720844425762459, + "TN": 1205213, + "TP": 14390, + "n_pred": 14735, + "n_ref": 21066 + }, + "9": { + "Dice": 0.8696642003414912, + "FN": 161, + "FP": 755, + "IoU": 0.7693856998992951, + "TN": 1222652, + "TP": 3056, + "n_pred": 3811, + "n_ref": 3217 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0388.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.7318046460086295, + "FN": 5620.388888888888, + "FP": 6189.706666666666, + "IoU": 0.645045432670759, + "TN": 1672997.908888889, + "TP": 26624.528888888886, + "n_pred": 32814.23555555556, + "n_ref": 32244.917777777773 + }, + "mean": { + "1": { + "Dice": 0.8175635715636995, + "FN": 6129.0, + "FP": 4017.9, + "IoU": 0.7666906750334196, + "TN": 1650978.9, + "TP": 50306.73333333333, + "n_pred": 54324.63333333333, + "n_ref": 56435.73333333333 + }, + "10": { + "Dice": 0.7488541515312638, + "FN": 4565.433333333333, + "FP": 3214.366666666667, + "IoU": 0.6291663291226179, + "TN": 1690321.1333333333, + "TP": 13331.6, + "n_pred": 16545.966666666667, + "n_ref": 17897.033333333333 + }, + "11": { + "Dice": 0.554015205379019, + "FN": 115.26666666666667, + "FP": 117.0, + "IoU": 0.40499072164152944, + "TN": 1710982.0666666667, + "TP": 218.2, + "n_pred": 335.2, + "n_ref": 333.46666666666664 + }, + "12": { + "Dice": 0.3393200700964475, + "FN": 207.46666666666667, + "FP": 122.83333333333333, + "IoU": 0.27003924965235526, + "TN": 1710675.6333333333, + "TP": 426.6, + "n_pred": 549.4333333333333, + "n_ref": 634.0666666666667 + }, + "13": { + "Dice": 0.6933818303645753, + "FN": 6317.833333333333, + "FP": 3803.1666666666665, + "IoU": 0.5665932383208041, + "TN": 1689316.5333333334, + "TP": 11995.0, + "n_pred": 15798.166666666666, + "n_ref": 18312.833333333332 + }, + "14": { + "Dice": 0.7159795256519784, + "FN": 2451.6, + "FP": 3878.4666666666667, + "IoU": 0.6313156040256694, + "TN": 1693081.8, + "TP": 12020.666666666666, + "n_pred": 15899.133333333333, + "n_ref": 14472.266666666666 + }, + "15": { + "Dice": 0.6649641678593633, + "FN": 2353.4666666666667, + "FP": 1885.9666666666667, + "IoU": 0.5672605012819302, + "TN": 1700048.8, + "TP": 7144.3, + "n_pred": 9030.266666666666, + "n_ref": 9497.766666666666 + }, + "2": { + "Dice": 0.9024175016464865, + "FN": 1348.6666666666667, + "FP": 1392.1, + "IoU": 0.8542916903518719, + "TN": 1679862.3666666667, + "TP": 28829.4, + "n_pred": 30221.5, + "n_ref": 30178.066666666666 + }, + "3": { + "Dice": 0.8639078686480884, + "FN": 28021.866666666665, + "FP": 1084.7, + "IoU": 0.8267491505541397, + "TN": 1659482.4333333333, + "TP": 22843.533333333333, + "n_pred": 23928.233333333334, + "n_ref": 50865.4 + }, + "4": { + "Dice": 0.5995796106249799, + "FN": 1099.5, + "FP": 1806.4666666666667, + "IoU": 0.5084611425859978, + "TN": 1703156.8666666667, + "TP": 5369.7, + "n_pred": 7176.166666666667, + "n_ref": 6469.2 + }, + "5": { + "Dice": 0.7960050257783772, + "FN": 624.0666666666667, + "FP": 377.4, + "IoU": 0.679364926856857, + "TN": 1707878.5, + "TP": 2552.5666666666666, + "n_pred": 2929.9666666666667, + "n_ref": 3176.633333333333 + }, + "6": { + "Dice": 0.8276933296081341, + "FN": 4274.633333333333, + "FP": 60624.63333333333, + "IoU": 0.7435203660939433, + "TN": 1559787.4666666666, + "TP": 86745.8, + "n_pred": 147370.43333333332, + "n_ref": 91020.43333333333 + }, + "7": { + "Dice": 0.8193405441345576, + "FN": 23408.233333333334, + "FP": 7898.9, + "IoU": 0.7454138014740325, + "TN": 1547874.6, + "TP": 132250.8, + "n_pred": 140149.7, + "n_ref": 155659.03333333333 + }, + "8": { + "Dice": 0.8244364684123598, + "FN": 1642.4, + "FP": 1657.7333333333333, + "IoU": 0.7642861696142136, + "TN": 1692556.1, + "TP": 15576.3, + "n_pred": 17234.033333333333, + "n_ref": 17218.7 + }, + "9": { + "Dice": 0.8096108188301131, + "FN": 1746.4, + "FP": 963.9666666666667, + "IoU": 0.7175379234520021, + "TN": 1698965.4333333333, + "TP": 9756.733333333334, + "n_pred": 10720.7, + "n_ref": 11503.133333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9275262692723166, + "FN": 2417, + "FP": 3487, + "IoU": 0.8648475414339346, + "TN": 2760028, + "TP": 37780, + "n_pred": 41267, + "n_ref": 40197 + }, + "10": { + "Dice": 0.35017645837658296, + "FN": 10994, + "FP": 4657, + "IoU": 0.212250855647272, + "TN": 2783844, + "TP": 4217, + "n_pred": 8874, + "n_ref": 15211 + }, + "11": { + "Dice": 0.4473438956197577, + "FN": 1230, + "FP": 549, + "IoU": 0.28811524609843936, + "TN": 2801213, + "TP": 720, + "n_pred": 1269, + "n_ref": 1950 + }, + "12": { + "Dice": 0.0, + "FN": 78, + "FP": 734, + "IoU": 0.0, + "TN": 2802900, + "TP": 0, + "n_pred": 734, + "n_ref": 78 + }, + "13": { + "Dice": 0.3324528242198004, + "FN": 40840, + "FP": 1363, + "IoU": 0.1993663681894066, + "TN": 2751000, + "TP": 10509, + "n_pred": 11872, + "n_ref": 51349 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 2803693, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "2": { + "Dice": 0.9277073203903301, + "FN": 5832, + "FP": 4799, + "IoU": 0.8651624113745038, + "TN": 2724869, + "TP": 68212, + "n_pred": 73011, + "n_ref": 74044 + }, + "3": { + "Dice": 0.006814678141804542, + "FN": 818168, + "FP": 28, + "IoU": 0.0034189887247671447, + "TN": 1982709, + "TP": 2807, + "n_pred": 2835, + "n_ref": 820975 + }, + "4": { + "Dice": 0.623766014256669, + "FN": 11370, + "FP": 3989, + "IoU": 0.4532412516464348, + "TN": 2775621, + "TP": 12732, + "n_pred": 16721, + "n_ref": 24102 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.20902198394822827, + "FN": 4458, + "FP": 743562, + "IoU": 0.1167082912659192, + "TN": 1956857, + "TP": 98835, + "n_pred": 842397, + "n_ref": 103293 + }, + "7": { + "Dice": 0.8020891364902507, + "FN": 69653, + "FP": 38343, + "IoU": 0.6695733054296013, + "TN": 2476874, + "TP": 218842, + "n_pred": 257185, + "n_ref": 288495 + }, + "8": { + "Dice": 0.9245144266124498, + "FN": 1597, + "FP": 1893, + "IoU": 0.8596251307215831, + "TN": 2778850, + "TP": 21372, + "n_pred": 23265, + "n_ref": 22969 + }, + "9": { + "Dice": 0.4837696335078534, + "FN": 202, + "FP": 291, + "IoU": 0.319060773480663, + "TN": 2802988, + "TP": 231, + "n_pred": 522, + "n_ref": 433 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9827835218796864, + "FN": 2729, + "FP": 1622, + "IoU": 0.9661498245641332, + "TN": 922855, + "TP": 124186, + "n_pred": 125808, + "n_ref": 126915 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9441843307511137, + "FN": 591, + "FP": 1376, + "IoU": 0.8942700494517308, + "TN": 1032788, + "TP": 16637, + "n_pred": 18013, + "n_ref": 17228 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.791601704604511, + "FN": 2005, + "FP": 0, + "IoU": 0.655083433683124, + "TN": 1045579, + "TP": 3808, + "n_pred": 3808, + "n_ref": 5813 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 492, + "FP": 0, + "IoU": 0.0, + "TN": 1050900, + "TP": 0, + "n_pred": 0, + "n_ref": 492 + }, + "9": { + "Dice": 0.0, + "FN": 57, + "FP": 0, + "IoU": 0.0, + "TN": 1051335, + "TP": 0, + "n_pred": 0, + "n_ref": 57 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9632517188074501, + "FN": 8161, + "FP": 1134, + "IoU": 0.9291085756124348, + "TN": 1095508, + "TP": 121821, + "n_pred": 122955, + "n_ref": 129982 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.08653846153846154, + "FN": 190, + "FP": 0, + "IoU": 0.04522613065326633, + "TN": 1226425, + "TP": 9, + "n_pred": 9, + "n_ref": 199 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9677462657424583, + "FN": 1947, + "FP": 3339, + "IoU": 0.9375081277264828, + "TN": 1142037, + "TP": 79301, + "n_pred": 82640, + "n_ref": 81248 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8226903767653545, + "FN": 1935, + "FP": 1844, + "IoU": 0.69878845847282, + "TN": 1214078, + "TP": 8767, + "n_pred": 10611, + "n_ref": 10702 + }, + "6": { + "Dice": 0.8882152066346087, + "FN": 1121, + "FP": 2087, + "IoU": 0.798909296057168, + "TN": 1210671, + "TP": 12745, + "n_pred": 14832, + "n_ref": 13866 + }, + "7": { + "Dice": 0.9337546552307866, + "FN": 454, + "FP": 720, + "IoU": 0.8757408975444538, + "TN": 1217176, + "TP": 8274, + "n_pred": 8994, + "n_ref": 8728 + }, + "8": { + "Dice": 0.9667544850081545, + "FN": 720, + "FP": 605, + "IoU": 0.9356483729966003, + "TN": 1206034, + "TP": 19265, + "n_pred": 19870, + "n_ref": 19985 + }, + "9": { + "Dice": 0.8870166660534933, + "FN": 2187, + "FP": 884, + "IoU": 0.7969721010181146, + "TN": 1211498, + "TP": 12055, + "n_pred": 12939, + "n_ref": 14242 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7494167055529631, + "FN": 533, + "FP": 4, + "IoU": 0.5992537313432836, + "TN": 1750980, + "TP": 803, + "n_pred": 807, + "n_ref": 1336 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7642752562225475, + "FN": 152, + "FP": 9, + "IoU": 0.6184834123222749, + "TN": 1751898, + "TP": 261, + "n_pred": 270, + "n_ref": 413 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9263090266623836, + "FN": 266, + "FP": 881, + "IoU": 0.8627333652465294, + "TN": 1743964, + "TP": 7209, + "n_pred": 8090, + "n_ref": 7475 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7739336492890996, + "FN": 1218, + "FP": 690, + "IoU": 0.6312330885195206, + "TN": 1747146, + "TP": 3266, + "n_pred": 3956, + "n_ref": 4484 + }, + "5": { + "Dice": 0.8301158301158301, + "FN": 82, + "FP": 6, + "IoU": 0.7095709570957096, + "TN": 1752017, + "TP": 215, + "n_pred": 221, + "n_ref": 297 + }, + "6": { + "Dice": 0.9743058942179139, + "FN": 3958, + "FP": 3787, + "IoU": 0.9498990866043936, + "TN": 1597732, + "TP": 146843, + "n_pred": 150630, + "n_ref": 150801 + }, + "7": { + "Dice": 0.9676826320184835, + "FN": 11780, + "FP": 5131, + "IoU": 0.9373886965697255, + "TN": 1482225, + "TP": 253184, + "n_pred": 258315, + "n_ref": 264964 + }, + "8": { + "Dice": 0.8437174333779961, + "FN": 4656, + "FP": 3742, + "IoU": 0.729681012006309, + "TN": 1721253, + "TP": 22669, + "n_pred": 26411, + "n_ref": 27325 + }, + "9": { + "Dice": 0.8766487620379494, + "FN": 1525, + "FP": 2356, + "IoU": 0.7803870529651425, + "TN": 1734648, + "TP": 13791, + "n_pred": 16147, + "n_ref": 15316 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8125521265018594, + "FN": 138660, + "FP": 5855, + "IoU": 0.6842844596690684, + "TN": 2345974, + "TP": 313223, + "n_pred": 319078, + "n_ref": 451883 + }, + "10": { + "Dice": 0.6199257864215256, + "FN": 18697, + "FP": 1686, + "IoU": 0.4491974274441982, + "TN": 2766706, + "TP": 16623, + "n_pred": 18309, + "n_ref": 35320 + }, + "11": { + "Dice": 0.4878640776699029, + "FN": 18, + "FP": 404, + "IoU": 0.32263242375601925, + "TN": 2803089, + "TP": 201, + "n_pred": 605, + "n_ref": 219 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6855658640289626, + "FN": 32998, + "FP": 2351, + "IoU": 0.5215673005346146, + "TN": 2729827, + "TP": 38536, + "n_pred": 40887, + "n_ref": 71534 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.965566129978489, + "FN": 5899, + "FP": 2553, + "IoU": 0.933424705011264, + "TN": 2676758, + "TP": 118502, + "n_pred": 121055, + "n_ref": 124401 + }, + "3": { + "Dice": 0.9239388874502695, + "FN": 1507, + "FP": 1724, + "IoU": 0.8586304966090571, + "TN": 2780857, + "TP": 19624, + "n_pred": 21348, + "n_ref": 21131 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5260930888575458, + "FN": 364, + "FP": 308, + "IoU": 0.3569377990430622, + "TN": 2802667, + "TP": 373, + "n_pred": 681, + "n_ref": 737 + }, + "6": { + "Dice": 0.5845369927615983, + "FN": 19823, + "FP": 144390, + "IoU": 0.412965220406602, + "TN": 2523979, + "TP": 115520, + "n_pred": 259910, + "n_ref": 135343 + }, + "7": { + "Dice": 0.8138410686536037, + "FN": 46435, + "FP": 27119, + "IoU": 0.6861146909966117, + "TN": 2569378, + "TP": 160780, + "n_pred": 187899, + "n_ref": 207215 + }, + "8": { + "Dice": 0.9411369176028913, + "FN": 3254, + "FP": 3049, + "IoU": 0.8888183309520029, + "TN": 2747021, + "TP": 50388, + "n_pred": 53437, + "n_ref": 53642 + }, + "9": { + "Dice": 0.8944473718877618, + "FN": 3078, + "FP": 3332, + "IoU": 0.809050016384164, + "TN": 2770143, + "TP": 27159, + "n_pred": 30491, + "n_ref": 30237 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.973989809939565, + "FN": 4573, + "FP": 1844, + "IoU": 0.9492983786858823, + "TN": 1800988, + "TP": 120147, + "n_pred": 121991, + "n_ref": 124720 + }, + "10": { + "Dice": 0.8163590070019097, + "FN": 2797, + "FP": 665, + "IoU": 0.6897015326700726, + "TN": 1916395, + "TP": 7695, + "n_pred": 8360, + "n_ref": 10492 + }, + "11": { + "Dice": 0.6666666666666666, + "FN": 10, + "FP": 36, + "IoU": 0.5, + "TN": 1927460, + "TP": 46, + "n_pred": 82, + "n_ref": 56 + }, + "12": { + "Dice": 0.6053834433722702, + "FN": 431, + "FP": 346, + "IoU": 0.4340859431900947, + "TN": 1926179, + "TP": 596, + "n_pred": 942, + "n_ref": 1027 + }, + "13": { + "Dice": 0.870589163494349, + "FN": 2928, + "FP": 3633, + "IoU": 0.7708347886831994, + "TN": 1898922, + "TP": 22069, + "n_pred": 25702, + "n_ref": 24997 + }, + "14": { + "Dice": 0.7720694033008887, + "FN": 175, + "FP": 2518, + "IoU": 0.6287565481113868, + "TN": 1920298, + "TP": 4561, + "n_pred": 7079, + "n_ref": 4736 + }, + "15": { + "Dice": 0.8551771291825135, + "FN": 3942, + "FP": 2836, + "IoU": 0.7469951474430758, + "TN": 1900762, + "TP": 20012, + "n_pred": 22848, + "n_ref": 23954 + }, + "2": { + "Dice": 0.09883720930232558, + "FN": 0, + "FP": 620, + "IoU": 0.05198776758409786, + "TN": 1926898, + "TP": 34, + "n_pred": 654, + "n_ref": 34 + }, + "3": { + "Dice": 0.9509027105841645, + "FN": 6005, + "FP": 5006, + "IoU": 0.9064008840530432, + "TN": 1809912, + "TP": 106629, + "n_pred": 111635, + "n_ref": 112634 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1807, + "IoU": 0.0, + "TN": 1925745, + "TP": 0, + "n_pred": 1807, + "n_ref": 0 + }, + "5": { + "Dice": 0.5470012760527435, + "FN": 4690, + "FP": 635, + "IoU": 0.376463700234192, + "TN": 1919012, + "TP": 3215, + "n_pred": 3850, + "n_ref": 7905 + }, + "6": { + "Dice": 0.9555924838997363, + "FN": 8295, + "FP": 14660, + "IoU": 0.9149613241657282, + "TN": 1657616, + "TP": 246981, + "n_pred": 261641, + "n_ref": 255276 + }, + "7": { + "Dice": 0.9643067837773898, + "FN": 7178, + "FP": 4741, + "IoU": 0.9310737665101432, + "TN": 1754628, + "TP": 161005, + "n_pred": 165746, + "n_ref": 168183 + }, + "8": { + "Dice": 0.8665238818074068, + "FN": 829, + "FP": 5590, + "IoU": 0.764483580994313, + "TN": 1900297, + "TP": 20836, + "n_pred": 26426, + "n_ref": 21665 + }, + "9": { + "Dice": 0.8187461371026254, + "FN": 9460, + "FP": 4030, + "IoU": 0.6931161563310433, + "TN": 1883594, + "TP": 30468, + "n_pred": 34498, + "n_ref": 39928 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 40599, + "IoU": 0.0, + "TN": 1010793, + "TP": 0, + "n_pred": 40599, + "n_ref": 0 + }, + "10": { + "Dice": 0.7324603453925411, + "FN": 6196, + "FP": 15849, + "IoU": 0.5778599057868331, + "TN": 999170, + "TP": 30177, + "n_pred": 46026, + "n_ref": 36373 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1051391, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "13": { + "Dice": 0.6585094715480516, + "FN": 40199, + "FP": 5572, + "IoU": 0.4908789570866054, + "TN": 961490, + "TP": 44131, + "n_pred": 49703, + "n_ref": 84330 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9253859787519594, + "FN": 3728, + "FP": 3555, + "IoU": 0.8611333562140105, + "TN": 998946, + "TP": 45163, + "n_pred": 48718, + "n_ref": 48891 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 168, + "IoU": 0.0, + "TN": 1051224, + "TP": 0, + "n_pred": 168, + "n_ref": 0 + }, + "4": { + "Dice": 0.042042042042042045, + "FN": 55, + "FP": 264, + "IoU": 0.02147239263803681, + "TN": 1051066, + "TP": 7, + "n_pred": 271, + "n_ref": 62 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8271409951698229, + "FN": 2715, + "FP": 8558, + "IoU": 0.7052348080744691, + "TN": 1013148, + "TP": 26971, + "n_pred": 35529, + "n_ref": 29686 + }, + "7": { + "Dice": 0.698508679814287, + "FN": 55261, + "FP": 23118, + "IoU": 0.5366986847938525, + "TN": 882217, + "TP": 90796, + "n_pred": 113914, + "n_ref": 146057 + }, + "8": { + "Dice": 0.9113324936066262, + "FN": 1612, + "FP": 711, + "IoU": 0.8371081971811234, + "TN": 1037131, + "TP": 11938, + "n_pred": 12649, + "n_ref": 13550 + }, + "9": { + "Dice": 0.7785034949008823, + "FN": 802, + "FP": 1131, + "IoU": 0.6373358348968106, + "TN": 1046062, + "TP": 3397, + "n_pred": 4528, + "n_ref": 4199 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9340577637975408, + "FN": 4634, + "FP": 8049, + "IoU": 0.8762742783560468, + "TN": 2175507, + "TP": 89826, + "n_pred": 97875, + "n_ref": 94460 + }, + "10": { + "Dice": 0.8125463574077566, + "FN": 4670, + "FP": 10241, + "IoU": 0.6842762767849581, + "TN": 2230788, + "TP": 32317, + "n_pred": 42558, + "n_ref": 36987 + }, + "11": { + "Dice": 0.7771283354510801, + "FN": 338, + "FP": 539, + "IoU": 0.6354945968412302, + "TN": 2275610, + "TP": 1529, + "n_pred": 2068, + "n_ref": 1867 + }, + "12": { + "Dice": 0.7516915613430358, + "FN": 1112, + "FP": 833, + "IoU": 0.6021681325424422, + "TN": 2273127, + "TP": 2944, + "n_pred": 3777, + "n_ref": 4056 + }, + "13": { + "Dice": 0.9173043692915329, + "FN": 1047, + "FP": 293, + "IoU": 0.8472412220702235, + "TN": 2269244, + "TP": 7432, + "n_pred": 7725, + "n_ref": 8479 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9524976602320242, + "FN": 3208, + "FP": 3847, + "IoU": 0.9093036111432502, + "TN": 2200229, + "TP": 70732, + "n_pred": 74579, + "n_ref": 73940 + }, + "3": { + "Dice": 0.9540773610180844, + "FN": 798, + "FP": 1396, + "IoU": 0.9121873123874324, + "TN": 2253031, + "TP": 22791, + "n_pred": 24187, + "n_ref": 23589 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.88565304161431, + "FN": 951, + "FP": 596, + "IoU": 0.7947731493764925, + "TN": 2270478, + "TP": 5991, + "n_pred": 6587, + "n_ref": 6942 + }, + "6": { + "Dice": 0.42389297726525554, + "FN": 2563, + "FP": 179685, + "IoU": 0.2689493614017072, + "TN": 2028720, + "TP": 67048, + "n_pred": 246733, + "n_ref": 69611 + }, + "7": { + "Dice": 0.7734814148257834, + "FN": 262241, + "FP": 4088, + "IoU": 0.6306316301892131, + "TN": 1556977, + "TP": 454710, + "n_pred": 458798, + "n_ref": 716951 + }, + "8": { + "Dice": 0.9543801813157512, + "FN": 362, + "FP": 579, + "IoU": 0.9127410979228486, + "TN": 2267232, + "TP": 9843, + "n_pred": 10422, + "n_ref": 10205 + }, + "9": { + "Dice": 0.7207405774741018, + "FN": 1168, + "FP": 99, + "IoU": 0.5634045485871813, + "TN": 2275114, + "TP": 1635, + "n_pred": 1734, + "n_ref": 2803 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 25394, + "IoU": 0.0, + "TN": 850766, + "TP": 0, + "n_pred": 25394, + "n_ref": 0 + }, + "10": { + "Dice": 0.800596553247901, + "FN": 984, + "FP": 2626, + "IoU": 0.6674956249424334, + "TN": 865303, + "TP": 7247, + "n_pred": 9873, + "n_ref": 8231 + }, + "11": { + "Dice": 0.7622116689280869, + "FN": 308, + "FP": 1094, + "IoU": 0.6157851466155111, + "TN": 872511, + "TP": 2247, + "n_pred": 3341, + "n_ref": 2555 + }, + "12": { + "Dice": 0.742755765819042, + "FN": 1119, + "FP": 186, + "IoU": 0.5907808090310442, + "TN": 872971, + "TP": 1884, + "n_pred": 2070, + "n_ref": 3003 + }, + "13": { + "Dice": 0.7844515326809753, + "FN": 1503, + "FP": 2484, + "IoU": 0.6453478028820494, + "TN": 864918, + "TP": 7255, + "n_pred": 9739, + "n_ref": 8758 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9656745264785466, + "FN": 1222, + "FP": 554, + "IoU": 0.9336273264070558, + "TN": 849402, + "TP": 24982, + "n_pred": 25536, + "n_ref": 26204 + }, + "3": { + "Dice": 0.9391411953966093, + "FN": 806, + "FP": 1653, + "IoU": 0.8852650242627846, + "TN": 854728, + "TP": 18973, + "n_pred": 20626, + "n_ref": 19779 + }, + "4": { + "Dice": 0.380317785750897, + "FN": 485, + "FP": 4351, + "IoU": 0.23481012658227848, + "TN": 869840, + "TP": 1484, + "n_pred": 5835, + "n_ref": 1969 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9640420747741911, + "FN": 1345, + "FP": 2429, + "IoU": 0.93058033661363, + "TN": 821795, + "TP": 50591, + "n_pred": 53020, + "n_ref": 51936 + }, + "7": { + "Dice": 0.7158513650807375, + "FN": 13126, + "FP": 19, + "IoU": 0.5574521092145575, + "TN": 846457, + "TP": 16558, + "n_pred": 16577, + "n_ref": 29684 + }, + "8": { + "Dice": 0.9302056555269923, + "FN": 830, + "FP": 256, + "IoU": 0.8695182025711883, + "TN": 867837, + "TP": 7237, + "n_pred": 7493, + "n_ref": 8067 + }, + "9": { + "Dice": 0.9014216773183774, + "FN": 2006, + "FP": 1773, + "IoU": 0.8205347390416489, + "TN": 855103, + "TP": 17278, + "n_pred": 19051, + "n_ref": 19284 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9936142683262826, + "FN": 1203, + "FP": 628, + "IoU": 0.9873095743058732, + "TN": 1608038, + "TP": 142451, + "n_pred": 143079, + "n_ref": 143654 + }, + "10": { + "Dice": 0.8890832523485585, + "FN": 4425, + "FP": 2423, + "IoU": 0.8003149238933924, + "TN": 1718026, + "TP": 27446, + "n_pred": 29869, + "n_ref": 31871 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9319254100202202, + "FN": 1239, + "FP": 1185, + "IoU": 0.8725283971392511, + "TN": 1733304, + "TP": 16592, + "n_pred": 17777, + "n_ref": 17831 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9352657004830918, + "FN": 62, + "FP": 5, + "IoU": 0.8784029038112523, + "TN": 1751769, + "TP": 484, + "n_pred": 489, + "n_ref": 546 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7533068783068783, + "FN": 305, + "FP": 1187, + "IoU": 0.6042440318302388, + "TN": 1748550, + "TP": 2278, + "n_pred": 3465, + "n_ref": 2583 + }, + "6": { + "Dice": 0.9864994445513479, + "FN": 8107, + "FP": 242, + "IoU": 0.9733585632961479, + "TN": 1438936, + "TP": 305035, + "n_pred": 305277, + "n_ref": 313142 + }, + "7": { + "Dice": 0.9559911145955834, + "FN": 2733, + "FP": 635, + "IoU": 0.9156925079476332, + "TN": 1712371, + "TP": 36581, + "n_pred": 37216, + "n_ref": 39314 + }, + "8": { + "Dice": 0.9753030683053256, + "FN": 2741, + "FP": 213, + "IoU": 0.9517966123821024, + "TN": 1691038, + "TP": 58328, + "n_pred": 58541, + "n_ref": 61069 + }, + "9": { + "Dice": 0.9386842172918219, + "FN": 2266, + "FP": 119, + "IoU": 0.884453272612761, + "TN": 1731679, + "TP": 18256, + "n_pred": 18375, + "n_ref": 20522 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7845564212113596, + "FN": 5716, + "FP": 1142, + "IoU": 0.6454897906435771, + "TN": 1032047, + "TP": 12487, + "n_pred": 13629, + "n_ref": 18203 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5993474534092794, + "FN": 2345, + "FP": 12145, + "IoU": 0.427905874921036, + "TN": 1026064, + "TP": 10838, + "n_pred": 22983, + "n_ref": 13183 + }, + "14": { + "Dice": 0.8134069363892577, + "FN": 6934, + "FP": 1077, + "IoU": 0.6854978015075377, + "TN": 1025920, + "TP": 17461, + "n_pred": 18538, + "n_ref": 24395 + }, + "15": { + "Dice": 0.8129843747825966, + "FN": 13718, + "FP": 13164, + "IoU": 0.6848977869467366, + "TN": 966080, + "TP": 58430, + "n_pred": 71594, + "n_ref": 72148 + }, + "2": { + "Dice": 0.9201634222542658, + "FN": 836, + "FP": 825, + "IoU": 0.852132110745126, + "TN": 1040159, + "TP": 9572, + "n_pred": 10397, + "n_ref": 10408 + }, + "3": { + "Dice": 0.9638788619389486, + "FN": 3017, + "FP": 1476, + "IoU": 0.930276225946617, + "TN": 986952, + "TP": 59947, + "n_pred": 61423, + "n_ref": 62964 + }, + "4": { + "Dice": 0.7922518665483214, + "FN": 2918, + "FP": 1061, + "IoU": 0.6559744077468442, + "TN": 1039826, + "TP": 7587, + "n_pred": 8648, + "n_ref": 10505 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9625054452672849, + "FN": 2755, + "FP": 2065, + "IoU": 0.9277209609213328, + "TN": 984706, + "TP": 61866, + "n_pred": 63931, + "n_ref": 64621 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1080, + "IoU": 0.0, + "TN": 1050312, + "TP": 0, + "n_pred": 1080, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9257444723725131, + "FN": 2324, + "FP": 1162, + "IoU": 0.8617544416243654, + "TN": 1026176, + "TP": 21730, + "n_pred": 22892, + "n_ref": 24054 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9892642427712568, + "FN": 1357, + "FP": 593, + "IoU": 0.9787565500637303, + "TN": 959599, + "TP": 89843, + "n_pred": 90436, + "n_ref": 91200 + }, + "10": { + "Dice": 0.8594187594692622, + "FN": 5077, + "FP": 1047, + "IoU": 0.7534919293161051, + "TN": 1026549, + "TP": 18719, + "n_pred": 19766, + "n_ref": 23796 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7989627187014775, + "FN": 5227, + "FP": 7332, + "IoU": 0.6652272424363588, + "TN": 1013877, + "TP": 24956, + "n_pred": 32288, + "n_ref": 30183 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9448441247002398, + "FN": 223, + "FP": 145, + "IoU": 0.8954545454545455, + "TN": 1047872, + "TP": 3152, + "n_pred": 3297, + "n_ref": 3375 + }, + "3": { + "Dice": 0.9762863673824814, + "FN": 447, + "FP": 1078, + "IoU": 0.9536713552267825, + "TN": 1018475, + "TP": 31392, + "n_pred": 32470, + "n_ref": 31839 + }, + "4": { + "Dice": 0.9384445369347131, + "FN": 2681, + "FP": 1608, + "IoU": 0.884027796555174, + "TN": 1014409, + "TP": 32694, + "n_pred": 34302, + "n_ref": 35375 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9609677082244749, + "FN": 526, + "FP": 968, + "IoU": 0.9248679909479507, + "TN": 1031507, + "TP": 18391, + "n_pred": 19359, + "n_ref": 18917 + }, + "7": { + "Dice": 0.9067963970906989, + "FN": 294, + "FP": 1641, + "IoU": 0.8294853718716955, + "TN": 1040044, + "TP": 9413, + "n_pred": 11054, + "n_ref": 9707 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.5953360768175583, + "FN": 46, + "FP": 544, + "IoU": 0.423828125, + "TN": 1050368, + "TP": 434, + "n_pred": 978, + "n_ref": 480 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9654104284976768, + "FN": 65, + "FP": 69, + "IoU": 0.9331337325349301, + "TN": 1224620, + "TP": 1870, + "n_pred": 1939, + "n_ref": 1935 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9770292105047617, + "FN": 2477, + "FP": 3693, + "IoU": 0.9550900382862882, + "TN": 1089238, + "TP": 131216, + "n_pred": 134909, + "n_ref": 133693 + }, + "7": { + "Dice": 0.943971478301108, + "FN": 4979, + "FP": 5676, + "IoU": 0.8938882415623475, + "TN": 1126211, + "TP": 89758, + "n_pred": 95434, + "n_ref": 94737 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9137626465392645, + "FN": 2448, + "FP": 2385, + "IoU": 0.8412182140745121, + "TN": 1721882, + "TP": 25605, + "n_pred": 27990, + "n_ref": 28053 + }, + "11": { + "Dice": 0.4780426599749059, + "FN": 669, + "FP": 163, + "IoU": 0.31409727947238253, + "TN": 1751107, + "TP": 381, + "n_pred": 544, + "n_ref": 1050 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7089999574872108, + "FN": 8072, + "FP": 12463, + "IoU": 0.5491866259796712, + "TN": 1706769, + "TP": 25016, + "n_pred": 37479, + "n_ref": 33088 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 85045, + "IoU": 0.0, + "TN": 1667275, + "TP": 0, + "n_pred": 85045, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9617349598582003, + "FN": 336, + "FP": 31, + "IoU": 0.9262904197630046, + "TN": 1747341, + "TP": 4612, + "n_pred": 4643, + "n_ref": 4948 + }, + "3": { + "Dice": 0.9770633052774342, + "FN": 19, + "FP": 556, + "IoU": 0.9551552019965684, + "TN": 1739498, + "TP": 12247, + "n_pred": 12803, + "n_ref": 12266 + }, + "4": { + "Dice": 0.8333867692636528, + "FN": 308, + "FP": 1251, + "IoU": 0.7143642359838769, + "TN": 1746862, + "TP": 3899, + "n_pred": 5150, + "n_ref": 4207 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5350753656734107, + "FN": 977, + "FP": 32366, + "IoU": 0.3652579478393299, + "TN": 1699790, + "TP": 19187, + "n_pred": 51553, + "n_ref": 20164 + }, + "7": { + "Dice": 0.6400383820357725, + "FN": 15004, + "FP": 65275, + "IoU": 0.4706297395318167, + "TN": 1600670, + "TP": 71371, + "n_pred": 136646, + "n_ref": 86375 + }, + "8": { + "Dice": 0.9695216593763228, + "FN": 176, + "FP": 256, + "IoU": 0.9408462275777077, + "TN": 1745017, + "TP": 6871, + "n_pred": 7127, + "n_ref": 7047 + }, + "9": { + "Dice": 0.9336129204961185, + "FN": 272, + "FP": 1216, + "IoU": 0.8754915906618693, + "TN": 1740369, + "TP": 10463, + "n_pred": 11679, + "n_ref": 10735 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7294117647058823, + "FN": 46, + "FP": 0, + "IoU": 0.5740740740740741, + "TN": 1752212, + "TP": 62, + "n_pred": 62, + "n_ref": 108 + }, + "10": { + "Dice": 0.766122098022356, + "FN": 989, + "FP": 2275, + "IoU": 0.6209059233449478, + "TN": 1743710, + "TP": 5346, + "n_pred": 7621, + "n_ref": 6335 + }, + "11": { + "Dice": 0.693635660912136, + "FN": 533, + "FP": 656, + "IoU": 0.5309664694280078, + "TN": 1749785, + "TP": 1346, + "n_pred": 2002, + "n_ref": 1879 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1752319, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "13": { + "Dice": 0.844407601071292, + "FN": 2753, + "FP": 2127, + "IoU": 0.7307140492219402, + "TN": 1734198, + "TP": 13242, + "n_pred": 15369, + "n_ref": 15995 + }, + "14": { + "Dice": 0.6145669137475086, + "FN": 26123, + "FP": 3464, + "IoU": 0.4435919134931829, + "TN": 1699145, + "TP": 23588, + "n_pred": 27052, + "n_ref": 49711 + }, + "15": { + "Dice": 0.9087723851544252, + "FN": 1366, + "FP": 1446, + "IoU": 0.832798192412891, + "TN": 1735502, + "TP": 14006, + "n_pred": 15452, + "n_ref": 15372 + }, + "2": { + "Dice": 0.9495911929440546, + "FN": 474, + "FP": 309, + "IoU": 0.9040205932826674, + "TN": 1744162, + "TP": 7375, + "n_pred": 7684, + "n_ref": 7849 + }, + "3": { + "Dice": 0.9190594059405941, + "FN": 440, + "FP": 868, + "IoU": 0.8502404396610945, + "TN": 1743586, + "TP": 7426, + "n_pred": 8294, + "n_ref": 7866 + }, + "4": { + "Dice": 0.9215401267975878, + "FN": 1867, + "FP": 670, + "IoU": 0.8544964441385638, + "TN": 1734884, + "TP": 14899, + "n_pred": 15569, + "n_ref": 16766 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9427766122025134, + "FN": 6002, + "FP": 7499, + "IoU": 0.8917477829984445, + "TN": 1627602, + "TP": 111217, + "n_pred": 118716, + "n_ref": 117219 + }, + "7": { + "Dice": 0.9244074311338886, + "FN": 2651, + "FP": 889, + "IoU": 0.8594401429422275, + "TN": 1727135, + "TP": 21645, + "n_pred": 22534, + "n_ref": 24296 + }, + "8": { + "Dice": 0.9216112318234999, + "FN": 879, + "FP": 59, + "IoU": 0.8546187228766274, + "TN": 1745868, + "TP": 5514, + "n_pred": 5573, + "n_ref": 6393 + }, + "9": { + "Dice": 0.6318762134494322, + "FN": 5216, + "FP": 1041, + "IoU": 0.46185602476993204, + "TN": 1740693, + "TP": 5370, + "n_pred": 6411, + "n_ref": 10586 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9835718551783055, + "FN": 4247, + "FP": 99, + "IoU": 0.9676747541763979, + "TN": 1442642, + "TP": 130100, + "n_pred": 130199, + "n_ref": 134347 + }, + "10": { + "Dice": 0.8892981899015561, + "FN": 438, + "FP": 1305, + "IoU": 0.8006633119853613, + "TN": 1568344, + "TP": 7001, + "n_pred": 8306, + "n_ref": 7439 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8506787330316742, + "FN": 749, + "FP": 472, + "IoU": 0.7401574803149606, + "TN": 1572389, + "TP": 3478, + "n_pred": 3950, + "n_ref": 4227 + }, + "13": { + "Dice": 0.0, + "FN": 3688, + "FP": 38, + "IoU": 0.0, + "TN": 1573362, + "TP": 0, + "n_pred": 38, + "n_ref": 3688 + }, + "14": { + "Dice": 0.978406416179932, + "FN": 3505, + "FP": 1449, + "IoU": 0.9577256862962615, + "TN": 1459901, + "TP": 112233, + "n_pred": 113682, + "n_ref": 115738 + }, + "15": { + "Dice": 0.8719040247678018, + "FN": 9, + "FP": 653, + "IoU": 0.7728987993138936, + "TN": 1574173, + "TP": 2253, + "n_pred": 2906, + "n_ref": 2262 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9509384260783668, + "FN": 79, + "FP": 70, + "IoU": 0.90646578782172, + "TN": 1575495, + "TP": 1444, + "n_pred": 1514, + "n_ref": 1523 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9042676462611868, + "FN": 595, + "FP": 3288, + "IoU": 0.8252632526325263, + "TN": 1554866, + "TP": 18339, + "n_pred": 21627, + "n_ref": 18934 + }, + "7": { + "Dice": 0.07632059360461692, + "FN": 0, + "FP": 15685, + "IoU": 0.03967427906691973, + "TN": 1560755, + "TP": 648, + "n_pred": 16333, + "n_ref": 648 + }, + "8": { + "Dice": 0.9614791987673343, + "FN": 186, + "FP": 189, + "IoU": 0.9258160237388724, + "TN": 1572033, + "TP": 4680, + "n_pred": 4869, + "n_ref": 4866 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9875290272641266, + "FN": 53, + "FP": 92, + "IoU": 0.9753652735304111, + "TN": 1395970, + "TP": 5741, + "n_pred": 5833, + "n_ref": 5794 + }, + "10": { + "Dice": 0.8783797332976839, + "FN": 671, + "FP": 2968, + "IoU": 0.783134684147795, + "TN": 1385076, + "TP": 13141, + "n_pred": 16109, + "n_ref": 13812 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8676470588235294, + "FN": 611, + "FP": 199, + "IoU": 0.7662337662337663, + "TN": 1398391, + "TP": 2655, + "n_pred": 2854, + "n_ref": 3266 + }, + "13": { + "Dice": 0.90646492434663, + "FN": 105, + "FP": 31, + "IoU": 0.8289308176100629, + "TN": 1401061, + "TP": 659, + "n_pred": 690, + "n_ref": 764 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9711534948299171, + "FN": 1725, + "FP": 4591, + "IoU": 0.943924569845695, + "TN": 1289222, + "TP": 106318, + "n_pred": 110909, + "n_ref": 108043 + }, + "3": { + "Dice": 0.9559138179827835, + "FN": 391, + "FP": 1381, + "IoU": 0.9155506838869562, + "TN": 1380873, + "TP": 19211, + "n_pred": 20592, + "n_ref": 19602 + }, + "4": { + "Dice": 0.9410812036407217, + "FN": 1703, + "FP": 1935, + "IoU": 0.888718952648966, + "TN": 1369164, + "TP": 29054, + "n_pred": 30989, + "n_ref": 30757 + }, + "5": { + "Dice": 0.8765944675103796, + "FN": 579, + "FP": 1888, + "IoU": 0.7803010063229139, + "TN": 1390627, + "TP": 8762, + "n_pred": 10650, + "n_ref": 9341 + }, + "6": { + "Dice": 0.9704906923790354, + "FN": 5348, + "FP": 4929, + "IoU": 0.9426730629776315, + "TN": 1222586, + "TP": 168993, + "n_pred": 173922, + "n_ref": 174341 + }, + "7": { + "Dice": 0.9265471370734528, + "FN": 127, + "FP": 0, + "IoU": 0.8631465517241379, + "TN": 1400928, + "TP": 801, + "n_pred": 801, + "n_ref": 928 + }, + "8": { + "Dice": 0.9734897777013002, + "FN": 651, + "FP": 1814, + "IoU": 0.9483488391584947, + "TN": 1354132, + "TP": 45259, + "n_pred": 47073, + "n_ref": 45910 + }, + "9": { + "Dice": 0.8838451268357811, + "FN": 67, + "FP": 20, + "IoU": 0.7918660287081339, + "TN": 1401438, + "TP": 331, + "n_pred": 351, + "n_ref": 398 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9562316708154031, + "FN": 1209, + "FP": 3134, + "IoU": 0.916134015641595, + "TN": 1350071, + "TP": 47442, + "n_pred": 50576, + "n_ref": 48651 + }, + "10": { + "Dice": 0.4065656565656566, + "FN": 35301, + "FP": 9349, + "IoU": 0.2551505546751189, + "TN": 1341911, + "TP": 15295, + "n_pred": 24644, + "n_ref": 50596 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 51, + "IoU": 0.0, + "TN": 1401805, + "TP": 0, + "n_pred": 51, + "n_ref": 0 + }, + "13": { + "Dice": 0.7927862208713272, + "FN": 9117, + "FP": 6222, + "IoU": 0.6567073989525983, + "TN": 1357174, + "TP": 29343, + "n_pred": 35565, + "n_ref": 38460 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1490, + "IoU": 0.0, + "TN": 1400366, + "TP": 0, + "n_pred": 1490, + "n_ref": 0 + }, + "15": { + "Dice": 0.8614984391259105, + "FN": 2614, + "FP": 48, + "IoU": 0.7566950004569967, + "TN": 1390915, + "TP": 8279, + "n_pred": 8327, + "n_ref": 10893 + }, + "2": { + "Dice": 0.764785553047404, + "FN": 432, + "FP": 89, + "IoU": 0.6191520467836257, + "TN": 1400488, + "TP": 847, + "n_pred": 936, + "n_ref": 1279 + }, + "3": { + "Dice": 0.9337677561715625, + "FN": 1156, + "FP": 6528, + "IoU": 0.8757639450282942, + "TN": 1340006, + "TP": 54166, + "n_pred": 60694, + "n_ref": 55322 + }, + "4": { + "Dice": 0.07666753760591244, + "FN": 795, + "FP": 23942, + "IoU": 0.03986182269833877, + "TN": 1376092, + "TP": 1027, + "n_pred": 24969, + "n_ref": 1822 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6459440440659048, + "FN": 3498, + "FP": 25684, + "IoU": 0.47704383355435287, + "TN": 1346054, + "TP": 26620, + "n_pred": 52304, + "n_ref": 30118 + }, + "7": { + "Dice": 0.8956713714022753, + "FN": 86143, + "FP": 3408, + "IoU": 0.8110551046200783, + "TN": 927903, + "TP": 384402, + "n_pred": 387810, + "n_ref": 470545 + }, + "8": { + "Dice": 0.9623041084286319, + "FN": 173, + "FP": 628, + "IoU": 0.9273469387755102, + "TN": 1390831, + "TP": 10224, + "n_pred": 10852, + "n_ref": 10397 + }, + "9": { + "Dice": 0.9056904098686829, + "FN": 393, + "FP": 81, + "IoU": 0.8276363636363636, + "TN": 1399106, + "TP": 2276, + "n_pred": 2357, + "n_ref": 2669 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.81066041081317, + "FN": 3609, + "FP": 3332, + "IoU": 0.681605504587156, + "TN": 1029592, + "TP": 14859, + "n_pred": 18191, + "n_ref": 18468 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7002916028270647, + "FN": 10689, + "FP": 1439, + "IoU": 0.5388067079895045, + "TN": 1025095, + "TP": 14169, + "n_pred": 15608, + "n_ref": 24858 + }, + "14": { + "Dice": 0.8199021702331337, + "FN": 15148, + "FP": 279, + "IoU": 0.6947747462556635, + "TN": 1000849, + "TP": 35116, + "n_pred": 35395, + "n_ref": 50264 + }, + "15": { + "Dice": 0.8258594422732993, + "FN": 493, + "FP": 4765, + "IoU": 0.7033735755387567, + "TN": 1033666, + "TP": 12468, + "n_pred": 17233, + "n_ref": 12961 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7431892062944104, + "FN": 1605, + "FP": 7322, + "IoU": 0.5913294268449002, + "TN": 1029548, + "TP": 12917, + "n_pred": 20239, + "n_ref": 14522 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8634672943364426, + "FN": 10741, + "FP": 8053, + "IoU": 0.7597381844214617, + "TN": 973169, + "TP": 59429, + "n_pred": 67482, + "n_ref": 70170 + }, + "7": { + "Dice": 0.7245200419535774, + "FN": 617, + "FP": 5424, + "IoU": 0.5680371826957454, + "TN": 1037407, + "TP": 7944, + "n_pred": 13368, + "n_ref": 8561 + }, + "8": { + "Dice": 0.0, + "FN": 2, + "FP": 1, + "IoU": 0.0, + "TN": 1051389, + "TP": 0, + "n_pred": 1, + "n_ref": 2 + }, + "9": { + "Dice": 0.8696875879538418, + "FN": 61, + "FP": 402, + "IoU": 0.7694223107569721, + "TN": 1049384, + "TP": 1545, + "n_pred": 1947, + "n_ref": 1606 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7499499405175561, + "FN": 15590, + "FP": 5639, + "IoU": 0.5999359264284637, + "TN": 1524024, + "TP": 31835, + "n_pred": 37474, + "n_ref": 47425 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6151003167898628, + "FN": 299, + "FP": 1159, + "IoU": 0.44414792222645827, + "TN": 1574465, + "TP": 1165, + "n_pred": 2324, + "n_ref": 1464 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9706671240251357, + "FN": 3282, + "FP": 2875, + "IoU": 0.9430060446731896, + "TN": 1469059, + "TP": 101872, + "n_pred": 104747, + "n_ref": 105154 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9087228236950973, + "FN": 918, + "FP": 119, + "IoU": 0.8327149540248427, + "TN": 1570889, + "TP": 5162, + "n_pred": 5281, + "n_ref": 6080 + }, + "6": { + "Dice": 0.8922839865100594, + "FN": 11220, + "FP": 3600, + "IoU": 0.8055169155665206, + "TN": 1500886, + "TP": 61382, + "n_pred": 64982, + "n_ref": 72602 + }, + "7": { + "Dice": 0.9187063081525062, + "FN": 2837, + "FP": 2082, + "IoU": 0.8496362413645534, + "TN": 1544374, + "TP": 27795, + "n_pred": 29877, + "n_ref": 30632 + }, + "8": { + "Dice": 0.6973780043699928, + "FN": 1424, + "FP": 1900, + "IoU": 0.5353648308638523, + "TN": 1569934, + "TP": 3830, + "n_pred": 5730, + "n_ref": 5254 + }, + "9": { + "Dice": 0.7920522682611397, + "FN": 12305, + "FP": 76, + "IoU": 0.6557007786429366, + "TN": 1541128, + "TP": 23579, + "n_pred": 23655, + "n_ref": 35884 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9699039895394878, + "FN": 548, + "FP": 3549, + "IoU": 0.9415665915509028, + "TN": 2032670, + "TP": 66017, + "n_pred": 69566, + "n_ref": 66565 + }, + "10": { + "Dice": 0.7811406578026592, + "FN": 836, + "FP": 1666, + "IoU": 0.6408784268695278, + "TN": 2095817, + "TP": 4465, + "n_pred": 6131, + "n_ref": 5301 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2944276457883369, + "FN": 177, + "FP": 7990, + "IoU": 0.17262688684023908, + "TN": 2092913, + "TP": 1704, + "n_pred": 9694, + "n_ref": 1881 + }, + "14": { + "Dice": 0.7713006985206977, + "FN": 8012, + "FP": 8391, + "IoU": 0.627737557587999, + "TN": 2058721, + "TP": 27660, + "n_pred": 36051, + "n_ref": 35672 + }, + "15": { + "Dice": 0.6857957707289928, + "FN": 41128, + "FP": 4042, + "IoU": 0.5218334833006933, + "TN": 2008319, + "TP": 49295, + "n_pred": 53337, + "n_ref": 90423 + }, + "2": { + "Dice": 0.979240231267704, + "FN": 450, + "FP": 85, + "IoU": 0.9593248688512126, + "TN": 2089631, + "TP": 12618, + "n_pred": 12703, + "n_ref": 13068 + }, + "3": { + "Dice": 0.971039657685033, + "FN": 1174, + "FP": 694, + "IoU": 0.9437095073075185, + "TN": 2069599, + "TP": 31317, + "n_pred": 32011, + "n_ref": 32491 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 328, + "IoU": 0.0, + "TN": 2102456, + "TP": 0, + "n_pred": 328, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9648927042442618, + "FN": 6669, + "FP": 1228, + "IoU": 0.9321668470511433, + "TN": 1986366, + "TP": 108521, + "n_pred": 109749, + "n_ref": 115190 + }, + "7": { + "Dice": 0.9844524141595271, + "FN": 8297, + "FP": 1067, + "IoU": 0.9693808816893487, + "TN": 1796962, + "TP": 296458, + "n_pred": 297525, + "n_ref": 304755 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8263304255075997, + "FN": 1799, + "FP": 2760, + "IoU": 0.7040571243102889, + "TN": 1561683, + "TP": 10846, + "n_pred": 13606, + "n_ref": 12645 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8638432246679669, + "FN": 2587, + "FP": 3277, + "IoU": 0.7603204446987656, + "TN": 1552622, + "TP": 18602, + "n_pred": 21879, + "n_ref": 21189 + }, + "14": { + "Dice": 0.833798103736754, + "FN": 7293, + "FP": 1647, + "IoU": 0.7149689143950263, + "TN": 1545723, + "TP": 22425, + "n_pred": 24072, + "n_ref": 29718 + }, + "15": { + "Dice": 0.8638252584634097, + "FN": 616, + "FP": 4758, + "IoU": 0.7602926089477675, + "TN": 1554669, + "TP": 17045, + "n_pred": 21803, + "n_ref": 17661 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8525415198792149, + "FN": 788, + "FP": 1849, + "IoU": 0.7429824561403509, + "TN": 1566828, + "TP": 7623, + "n_pred": 9472, + "n_ref": 8411 + }, + "7": { + "Dice": 0.9828170646024135, + "FN": 14573, + "FP": 4943, + "IoU": 0.9662146605106579, + "TN": 999441, + "TP": 558131, + "n_pred": 563074, + "n_ref": 572704 + }, + "8": { + "Dice": 0.9485467399842891, + "FN": 513, + "FP": 535, + "IoU": 0.9021292491595069, + "TN": 1566380, + "TP": 9660, + "n_pred": 10195, + "n_ref": 10173 + }, + "9": { + "Dice": 0.9652014215183533, + "FN": 305, + "FP": 1154, + "IoU": 0.9327432812427973, + "TN": 1555395, + "TP": 20234, + "n_pred": 21388, + "n_ref": 20539 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9492332886705375, + "FN": 290, + "FP": 51, + "IoU": 0.9033720600736752, + "TN": 1398327, + "TP": 3188, + "n_pred": 3239, + "n_ref": 3478 + }, + "10": { + "Dice": 0.8080939947780679, + "FN": 157, + "FP": 137, + "IoU": 0.6779846659364732, + "TN": 1400943, + "TP": 619, + "n_pred": 756, + "n_ref": 776 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8020797753235417, + "FN": 3678, + "FP": 1537, + "IoU": 0.6695602585223672, + "TN": 1386074, + "TP": 10567, + "n_pred": 12104, + "n_ref": 14245 + }, + "14": { + "Dice": 0.8839785551375848, + "FN": 2392, + "FP": 5442, + "IoU": 0.7920802590371039, + "TN": 1364178, + "TP": 29844, + "n_pred": 35286, + "n_ref": 32236 + }, + "15": { + "Dice": 0.7508915189415474, + "FN": 2059, + "FP": 7581, + "IoU": 0.6011419587074351, + "TN": 1377687, + "TP": 14529, + "n_pred": 22110, + "n_ref": 16588 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.841556868090262, + "FN": 4509, + "FP": 722, + "IoU": 0.726455054123307, + "TN": 1382733, + "TP": 13892, + "n_pred": 14614, + "n_ref": 18401 + }, + "5": { + "Dice": 0.9001559004948146, + "FN": 399, + "FP": 1074, + "IoU": 0.8184395414766424, + "TN": 1393743, + "TP": 6640, + "n_pred": 7714, + "n_ref": 7039 + }, + "6": { + "Dice": 0.9547297509664847, + "FN": 2739, + "FP": 1582, + "IoU": 0.9133807757843039, + "TN": 1351971, + "TP": 45564, + "n_pred": 47146, + "n_ref": 48303 + }, + "7": { + "Dice": 0.9331448873213869, + "FN": 2791, + "FP": 2365, + "IoU": 0.8746688057560952, + "TN": 1360717, + "TP": 35983, + "n_pred": 38348, + "n_ref": 38774 + }, + "8": { + "Dice": 0.7018885912743451, + "FN": 23587, + "FP": 2679, + "IoU": 0.5406998093972406, + "TN": 1344669, + "TP": 30921, + "n_pred": 33600, + "n_ref": 54508 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9573589639216794, + "FN": 3355, + "FP": 1778, + "IoU": 0.9182057206597084, + "TN": 638173, + "TP": 57622, + "n_pred": 59400, + "n_ref": 60977 + }, + "15": { + "Dice": 0.18970588235294117, + "FN": 90, + "FP": 1012, + "IoU": 0.10479285134037368, + "TN": 699697, + "TP": 129, + "n_pred": 1141, + "n_ref": 219 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8864709594585772, + "FN": 827, + "FP": 4390, + "IoU": 0.7960914598397498, + "TN": 2427663, + "TP": 20368, + "n_pred": 24758, + "n_ref": 21195 + }, + "10": { + "Dice": 0.7989850952469513, + "FN": 7589, + "FP": 7543, + "IoU": 0.6652582678907201, + "TN": 2408043, + "TP": 30073, + "n_pred": 37616, + "n_ref": 37662 + }, + "11": { + "Dice": 0.5303867403314917, + "FN": 82, + "FP": 3, + "IoU": 0.3609022556390977, + "TN": 2453115, + "TP": 48, + "n_pred": 51, + "n_ref": 130 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5839223447365941, + "FN": 3706, + "FP": 13954, + "IoU": 0.41235192333288967, + "TN": 2423196, + "TP": 12392, + "n_pred": 26346, + "n_ref": 16098 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.8760226557583386, + "FN": 460, + "FP": 131, + "IoU": 0.7793952967525196, + "TN": 2450569, + "TP": 2088, + "n_pred": 2219, + "n_ref": 2548 + }, + "2": { + "Dice": 0.9650256043083724, + "FN": 1538, + "FP": 2956, + "IoU": 0.9324149547327578, + "TN": 2386754, + "TP": 62000, + "n_pred": 64956, + "n_ref": 63538 + }, + "3": { + "Dice": 0.9760195127755138, + "FN": 1314, + "FP": 2717, + "IoU": 0.9531622183749114, + "TN": 2367185, + "TP": 82032, + "n_pred": 84749, + "n_ref": 83346 + }, + "4": { + "Dice": 0.7087307410124725, + "FN": 5, + "FP": 392, + "IoU": 0.5488636363636363, + "TN": 2452368, + "TP": 483, + "n_pred": 875, + "n_ref": 488 + }, + "5": { + "Dice": 0.6460591133004926, + "FN": 1437, + "FP": 1437, + "IoU": 0.4771693651082409, + "TN": 2447751, + "TP": 2623, + "n_pred": 4060, + "n_ref": 4060 + }, + "6": { + "Dice": 0.9659956326659207, + "FN": 4133, + "FP": 2127, + "IoU": 0.9342278071382792, + "TN": 2358071, + "TP": 88917, + "n_pred": 91044, + "n_ref": 93050 + }, + "7": { + "Dice": 0.9792776061183792, + "FN": 9367, + "FP": 5763, + "IoU": 0.9593966116432162, + "TN": 2080619, + "TP": 357499, + "n_pred": 363262, + "n_ref": 366866 + }, + "8": { + "Dice": 0.9534044847718568, + "FN": 315, + "FP": 2191, + "IoU": 0.9109579306424105, + "TN": 2425104, + "TP": 25638, + "n_pred": 27829, + "n_ref": 25953 + }, + "9": { + "Dice": 0.9579030085316569, + "FN": 172, + "FP": 578, + "IoU": 0.9192071528600668, + "TN": 2443965, + "TP": 8533, + "n_pred": 9111, + "n_ref": 8705 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9228870113534418, + "FN": 12916, + "FP": 20005, + "IoU": 0.8568154140570633, + "TN": 4676576, + "TP": 196999, + "n_pred": 217004, + "n_ref": 209915 + }, + "10": { + "Dice": 0.886878559024272, + "FN": 824, + "FP": 4778, + "IoU": 0.7967491473768231, + "TN": 4878934, + "TP": 21960, + "n_pred": 26738, + "n_ref": 22784 + }, + "11": { + "Dice": 0.14285714285714285, + "FN": 270, + "FP": 66, + "IoU": 0.07692307692307693, + "TN": 4906132, + "TP": 28, + "n_pred": 94, + "n_ref": 298 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 4906493, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "13": { + "Dice": 0.5742267865948004, + "FN": 8052, + "FP": 16989, + "IoU": 0.40274763279032605, + "TN": 4864569, + "TP": 16886, + "n_pred": 33875, + "n_ref": 24938 + }, + "14": { + "Dice": 0.940927781316963, + "FN": 371, + "FP": 1669, + "IoU": 0.888445343686772, + "TN": 4888209, + "TP": 16247, + "n_pred": 17916, + "n_ref": 16618 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 12681, + "IoU": 0.0, + "TN": 4893815, + "TP": 0, + "n_pred": 12681, + "n_ref": 0 + }, + "2": { + "Dice": 0.9514332266573259, + "FN": 8188, + "FP": 963, + "IoU": 0.9073654161520863, + "TN": 4807710, + "TP": 89635, + "n_pred": 90598, + "n_ref": 97823 + }, + "3": { + "Dice": 0.9413735343383585, + "FN": 155, + "FP": 405, + "IoU": 0.8892405063291139, + "TN": 4901440, + "TP": 4496, + "n_pred": 4901, + "n_ref": 4651 + }, + "4": { + "Dice": 0.9401879556167111, + "FN": 747, + "FP": 1296, + "IoU": 0.8871270718232044, + "TN": 4888396, + "TP": 16057, + "n_pred": 17353, + "n_ref": 16804 + }, + "5": { + "Dice": 0.8354515613163875, + "FN": 4659, + "FP": 1206, + "IoU": 0.7174038739520092, + "TN": 4885742, + "TP": 14889, + "n_pred": 16095, + "n_ref": 19548 + }, + "6": { + "Dice": 0.6015847228343569, + "FN": 11297, + "FP": 607926, + "IoU": 0.4301903251898605, + "TN": 3819777, + "TP": 467496, + "n_pred": 1075422, + "n_ref": 478793 + }, + "7": { + "Dice": 0.6257501496648966, + "FN": 67345, + "FP": 9548, + "IoU": 0.45533943446478153, + "TN": 4765320, + "TP": 64283, + "n_pred": 73831, + "n_ref": 131628 + }, + "8": { + "Dice": 0.5011576048546292, + "FN": 862, + "FP": 19607, + "IoU": 0.3343631101427596, + "TN": 4875745, + "TP": 10282, + "n_pred": 29889, + "n_ref": 11144 + }, + "9": { + "Dice": 0.8595555953767584, + "FN": 6464, + "FP": 6076, + "IoU": 0.7537023215618494, + "TN": 4855582, + "TP": 38374, + "n_pred": 44450, + "n_ref": 44838 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5714285714285714, + "FN": 0, + "FP": 12, + "IoU": 0.4, + "TN": 1226604, + "TP": 8, + "n_pred": 20, + "n_ref": 8 + }, + "10": { + "Dice": 0.8630145187846131, + "FN": 2624, + "FP": 6528, + "IoU": 0.7590374134435639, + "TN": 1188643, + "TP": 28829, + "n_pred": 35357, + "n_ref": 31453 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.01904761904761905, + "FN": 206, + "FP": 0, + "IoU": 0.009615384615384616, + "TN": 1226416, + "TP": 2, + "n_pred": 2, + "n_ref": 208 + }, + "13": { + "Dice": 0.5588323353293413, + "FN": 4622, + "FP": 7166, + "IoU": 0.3877635815934351, + "TN": 1207370, + "TP": 7466, + "n_pred": 14632, + "n_ref": 12088 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9351700044435591, + "FN": 1625, + "FP": 11068, + "IoU": 0.8782340921518405, + "TN": 1122383, + "TP": 91548, + "n_pred": 102616, + "n_ref": 93173 + }, + "3": { + "Dice": 0.9286436223974126, + "FN": 116, + "FP": 237, + "IoU": 0.8667924528301887, + "TN": 1223974, + "TP": 2297, + "n_pred": 2534, + "n_ref": 2413 + }, + "4": { + "Dice": 0.9007493900313698, + "FN": 778, + "FP": 1500, + "IoU": 0.8194213238208482, + "TN": 1214009, + "TP": 10337, + "n_pred": 11837, + "n_ref": 11115 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9569766424634765, + "FN": 2296, + "FP": 5081, + "IoU": 0.9175026000603885, + "TN": 1137203, + "TP": 82044, + "n_pred": 87125, + "n_ref": 84340 + }, + "7": { + "Dice": 0.9456585122039264, + "FN": 6661, + "FP": 3124, + "IoU": 0.8969186199631288, + "TN": 1131699, + "TP": 85140, + "n_pred": 88264, + "n_ref": 91801 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9410551286679387, + "FN": 89, + "FP": 1054, + "IoU": 0.888672445699815, + "TN": 1216357, + "TP": 9124, + "n_pred": 10178, + "n_ref": 9213 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8987085888033146, + "FN": 2006, + "FP": 4057, + "IoU": 0.8160497572815534, + "TN": 2245056, + "TP": 26897, + "n_pred": 30954, + "n_ref": 28903 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4874182682781851, + "FN": 1728, + "FP": 859, + "IoU": 0.3222425988996594, + "TN": 2274199, + "TP": 1230, + "n_pred": 2089, + "n_ref": 2958 + }, + "13": { + "Dice": 0.8418841569080502, + "FN": 1681, + "FP": 1330, + "IoU": 0.726942958193525, + "TN": 2266989, + "TP": 8016, + "n_pred": 9346, + "n_ref": 9697 + }, + "14": { + "Dice": 0.9220178909913206, + "FN": 240, + "FP": 2105, + "IoU": 0.8553183613030603, + "TN": 2261808, + "TP": 13863, + "n_pred": 15968, + "n_ref": 14103 + }, + "15": { + "Dice": 0.8070614684993102, + "FN": 4109, + "FP": 3443, + "IoU": 0.6765323167858825, + "TN": 2254669, + "TP": 15795, + "n_pred": 19238, + "n_ref": 19904 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9801876248856979, + "FN": 266, + "FP": 319, + "IoU": 0.9611450584484591, + "TN": 2262960, + "TP": 14471, + "n_pred": 14790, + "n_ref": 14737 + }, + "4": { + "Dice": 0.3345872980747953, + "FN": 1941, + "FP": 1066, + "IoU": 0.20090353441403136, + "TN": 2274253, + "TP": 756, + "n_pred": 1822, + "n_ref": 2697 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9269583526979219, + "FN": 1096, + "FP": 6605, + "IoU": 0.8638605547403964, + "TN": 2221449, + "TP": 48866, + "n_pred": 55471, + "n_ref": 49962 + }, + "7": { + "Dice": 0.9872396085998786, + "FN": 7743, + "FP": 2910, + "IoU": 0.9748007692471455, + "TN": 1855265, + "TP": 412098, + "n_pred": 415008, + "n_ref": 419841 + }, + "8": { + "Dice": 0.9525205635638081, + "FN": 333, + "FP": 250, + "IoU": 0.9093453584201524, + "TN": 2271585, + "TP": 5848, + "n_pred": 6098, + "n_ref": 6181 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 250, + "IoU": 0.0, + "TN": 2102534, + "TP": 0, + "n_pred": 250, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9743046154632066, + "FN": 1069, + "FP": 943, + "IoU": 0.9498966556266654, + "TN": 2062627, + "TP": 38145, + "n_pred": 39088, + "n_ref": 39214 + }, + "3": { + "Dice": 0.9810879196711638, + "FN": 2260, + "FP": 1522, + "IoU": 0.962877895563408, + "TN": 2000904, + "TP": 98098, + "n_pred": 99620, + "n_ref": 100358 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8855624121708315, + "FN": 1331, + "FP": 542, + "IoU": 0.7946271929824561, + "TN": 2093664, + "TP": 7247, + "n_pred": 7789, + "n_ref": 8578 + }, + "6": { + "Dice": 0.7415795586527294, + "FN": 276, + "FP": 614, + "IoU": 0.5892939547761883, + "TN": 2100617, + "TP": 1277, + "n_pred": 1891, + "n_ref": 1553 + }, + "7": { + "Dice": 0.9364085873443074, + "FN": 942, + "FP": 1090, + "IoU": 0.8804213499676338, + "TN": 2085791, + "TP": 14961, + "n_pred": 16051, + "n_ref": 15903 + }, + "8": { + "Dice": 0.9577076178021757, + "FN": 1463, + "FP": 1480, + "IoU": 0.9188473735006204, + "TN": 2066519, + "TP": 33322, + "n_pred": 34802, + "n_ref": 34785 + }, + "9": { + "Dice": 0.9236217107271506, + "FN": 1040, + "FP": 211, + "IoU": 0.8580828133862733, + "TN": 2093969, + "TP": 7564, + "n_pred": 7775, + "n_ref": 8604 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7777777777777778, + "FN": 1993, + "FP": 1119, + "IoU": 0.6363636363636364, + "TN": 1218066, + "TP": 5446, + "n_pred": 6565, + "n_ref": 7439 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.903894802755166, + "FN": 1831, + "FP": 2006, + "IoU": 0.8246423838032997, + "TN": 1204743, + "TP": 18044, + "n_pred": 20050, + "n_ref": 19875 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9306585649182378, + "FN": 1072, + "FP": 480, + "IoU": 0.8703100192195203, + "TN": 1214657, + "TP": 10415, + "n_pred": 10895, + "n_ref": 11487 + }, + "6": { + "Dice": 0.7781899109792285, + "FN": 416, + "FP": 182, + "IoU": 0.6369156041287188, + "TN": 1224977, + "TP": 1049, + "n_pred": 1231, + "n_ref": 1465 + }, + "7": { + "Dice": 0.984300414518094, + "FN": 3015, + "FP": 1083, + "IoU": 0.9690861634555906, + "TN": 1094062, + "TP": 128464, + "n_pred": 129547, + "n_ref": 131479 + }, + "8": { + "Dice": 0.9715971160148569, + "FN": 1615, + "FP": 1505, + "IoU": 0.9447631187592946, + "TN": 1170140, + "TP": 53364, + "n_pred": 54869, + "n_ref": 54979 + }, + "9": { + "Dice": 0.9454991734709212, + "FN": 887, + "FP": 1289, + "IoU": 0.8966319889791459, + "TN": 1205573, + "TP": 18875, + "n_pred": 20164, + "n_ref": 19762 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0402.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.7003016586366562, + "FN": 5891.824444444444, + "FP": 3723.8422222222225, + "IoU": 0.6187320100474694, + "TN": 1888385.4622222222, + "TP": 29550.871111111115, + "n_pred": 33274.713333333326, + "n_ref": 35442.695555555554 + }, + "mean": { + "1": { + "Dice": 0.7933958848746054, + "FN": 2505.0666666666666, + "FP": 2478.8333333333335, + "IoU": 0.7457472556857031, + "TN": 1884543.6666666667, + "TP": 38024.433333333334, + "n_pred": 40503.26666666667, + "n_ref": 40529.5 + }, + "10": { + "Dice": 0.7078164814161596, + "FN": 4490.266666666666, + "FP": 2846.5666666666666, + "IoU": 0.5969467310724864, + "TN": 1907834.6666666667, + "TP": 12380.5, + "n_pred": 15227.066666666668, + "n_ref": 16870.766666666666 + }, + "11": { + "Dice": 0.48715209631814665, + "FN": 297.06666666666666, + "FP": 151.96666666666667, + "IoU": 0.3689038408808268, + "TN": 1926736.3333333333, + "TP": 366.6333333333333, + "n_pred": 518.6, + "n_ref": 663.7 + }, + "12": { + "Dice": 0.30532305578666025, + "FN": 101.03333333333333, + "FP": 75.96666666666667, + "IoU": 0.24692295912170195, + "TN": 1927118.3666666667, + "TP": 256.6333333333333, + "n_pred": 332.6, + "n_ref": 357.6666666666667 + }, + "13": { + "Dice": 0.6040480779017368, + "FN": 4941.1, + "FP": 3639.233333333333, + "IoU": 0.5002760377771187, + "TN": 1906283.2, + "TP": 12688.466666666667, + "n_pred": 16327.7, + "n_ref": 17629.566666666666 + }, + "14": { + "Dice": 0.7025258415850429, + "FN": 2300.9666666666667, + "FP": 9217.2, + "IoU": 0.6380184138568795, + "TN": 1885047.4666666666, + "TP": 30986.366666666665, + "n_pred": 40203.566666666666, + "n_ref": 33287.333333333336 + }, + "15": { + "Dice": 0.678530775601338, + "FN": 1949.0666666666666, + "FP": 1853.8333333333333, + "IoU": 0.5910406145113014, + "TN": 1906359.8, + "TP": 17389.3, + "n_pred": 19243.133333333335, + "n_ref": 19338.366666666665 + }, + "2": { + "Dice": 0.8577154543654616, + "FN": 6643.466666666666, + "FP": 1835.9666666666667, + "IoU": 0.7958653083036911, + "TN": 1892763.7, + "TP": 26308.866666666665, + "n_pred": 28144.833333333332, + "n_ref": 32952.333333333336 + }, + "3": { + "Dice": 0.7950875511524146, + "FN": 3001.866666666667, + "FP": 3815.5666666666666, + "IoU": 0.737264621675221, + "TN": 1898387.0, + "TP": 22347.566666666666, + "n_pred": 26163.133333333335, + "n_ref": 25349.433333333334 + }, + "4": { + "Dice": 0.551218007281078, + "FN": 4349.333333333333, + "FP": 1719.6, + "IoU": 0.47118595842298144, + "TN": 1914771.1333333333, + "TP": 6711.933333333333, + "n_pred": 8431.533333333333, + "n_ref": 11061.266666666666 + }, + "5": { + "Dice": 0.678618898051239, + "FN": 560.6333333333333, + "FP": 514.0333333333333, + "IoU": 0.5599926763414548, + "TN": 1924117.7333333334, + "TP": 2359.6, + "n_pred": 2873.633333333333, + "n_ref": 2920.233333333333 + }, + "6": { + "Dice": 0.9203387127110177, + "FN": 41473.53333333333, + "FP": 4877.0, + "IoU": 0.8607163690392996, + "TN": 1718172.2, + "TP": 163029.26666666666, + "n_pred": 167906.26666666666, + "n_ref": 204502.8 + }, + "7": { + "Dice": 0.7637732760943717, + "FN": 12978.633333333333, + "FP": 20386.666666666668, + "IoU": 0.6677328333389048, + "TN": 1808602.3666666667, + "TP": 85584.33333333333, + "n_pred": 105971.0, + "n_ref": 98562.96666666666 + }, + "8": { + "Dice": 0.8480441188129825, + "FN": 964.7333333333333, + "FP": 723.7666666666667, + "IoU": 0.7944401142377976, + "TN": 1911553.0, + "TP": 14310.5, + "n_pred": 15034.266666666666, + "n_ref": 15275.233333333334 + }, + "9": { + "Dice": 0.810936647597587, + "FN": 1820.6, + "FP": 1721.4333333333334, + "IoU": 0.7059264164466716, + "TN": 1913491.3, + "TP": 10518.666666666666, + "n_pred": 12240.1, + "n_ref": 12339.266666666666 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9747749371626561, + "FN": 1042, + "FP": 1477, + "IoU": 0.95079117015042, + "TN": 1350666, + "TP": 48671, + "n_pred": 50148, + "n_ref": 49713 + }, + "10": { + "Dice": 0.6627709451654549, + "FN": 3955, + "FP": 1008, + "IoU": 0.495630081300813, + "TN": 1392016, + "TP": 4877, + "n_pred": 5885, + "n_ref": 8832 + }, + "11": { + "Dice": 0.6247476204211133, + "FN": 375, + "FP": 926, + "IoU": 0.45427852348993286, + "TN": 1399472, + "TP": 1083, + "n_pred": 2009, + "n_ref": 1458 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 1401841, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "13": { + "Dice": 0.7845317253075619, + "FN": 11691, + "FP": 4317, + "IoU": 0.6454563575557574, + "TN": 1356705, + "TP": 29143, + "n_pred": 33460, + "n_ref": 40834 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9487292728951701, + "FN": 1871, + "FP": 1960, + "IoU": 0.9024595172624503, + "TN": 1362580, + "TP": 35445, + "n_pred": 37405, + "n_ref": 37316 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8701024223703463, + "FN": 1934, + "FP": 1262, + "IoU": 0.7700719424460432, + "TN": 1387956, + "TP": 10704, + "n_pred": 11966, + "n_ref": 12638 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9200730822720952, + "FN": 3594, + "FP": 5199, + "IoU": 0.851977172870057, + "TN": 1342453, + "TP": 50610, + "n_pred": 55809, + "n_ref": 54204 + }, + "7": { + "Dice": 0.9394492581504256, + "FN": 37298, + "FP": 6651, + "IoU": 0.8858126453356198, + "TN": 1016971, + "TP": 340936, + "n_pred": 347587, + "n_ref": 378234 + }, + "8": { + "Dice": 0.8777115613825983, + "FN": 267, + "FP": 246, + "IoU": 0.7820730671197961, + "TN": 1399502, + "TP": 1841, + "n_pred": 2087, + "n_ref": 2108 + }, + "9": { + "Dice": 0.954086574681964, + "FN": 985, + "FP": 1148, + "IoU": 0.9122041572339987, + "TN": 1377561, + "TP": 22162, + "n_pred": 23310, + "n_ref": 23147 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 5246, + "IoU": 0.0, + "TN": 870914, + "TP": 0, + "n_pred": 5246, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 504, + "IoU": 0.0, + "TN": 875656, + "TP": 0, + "n_pred": 504, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7018983268983269, + "FN": 2004, + "FP": 5408, + "IoU": 0.5407113644813484, + "TN": 860022, + "TP": 8726, + "n_pred": 14134, + "n_ref": 10730 + }, + "6": { + "Dice": 0.9467270289000693, + "FN": 5857, + "FP": 5981, + "IoU": 0.8988429921555894, + "TN": 759134, + "TP": 105188, + "n_pred": 111169, + "n_ref": 111045 + }, + "7": { + "Dice": 0.6548742788183366, + "FN": 20352, + "FP": 525, + "IoU": 0.4868498672696883, + "TN": 835476, + "TP": 19807, + "n_pred": 20332, + "n_ref": 40159 + }, + "8": { + "Dice": 0.8766902660805959, + "FN": 2462, + "FP": 1213, + "IoU": 0.7804528346974132, + "TN": 859421, + "TP": 13064, + "n_pred": 14277, + "n_ref": 15526 + }, + "9": { + "Dice": 0.7433878569448295, + "FN": 2858, + "FP": 6398, + "IoU": 0.5915809910426687, + "TN": 853497, + "TP": 13407, + "n_pred": 19805, + "n_ref": 16265 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9826068973606314, + "FN": 3194, + "FP": 2441, + "IoU": 0.9658084911441869, + "TN": 1587513, + "TP": 159172, + "n_pred": 161613, + "n_ref": 162366 + }, + "10": { + "Dice": 0.6855844740810372, + "FN": 5214, + "FP": 10841, + "IoU": 0.5215888435293066, + "TN": 1718761, + "TP": 17504, + "n_pred": 28345, + "n_ref": 22718 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.17846153846153845, + "FN": 59, + "FP": 208, + "IoU": 0.09797297297297297, + "TN": 1752024, + "TP": 29, + "n_pred": 237, + "n_ref": 88 + }, + "13": { + "Dice": 0.7703184838466826, + "FN": 2727, + "FP": 4290, + "IoU": 0.6264373935264055, + "TN": 1733536, + "TP": 11767, + "n_pred": 16057, + "n_ref": 14494 + }, + "14": { + "Dice": 0.9766188475865896, + "FN": 7624, + "FP": 1816, + "IoU": 0.9543060718711276, + "TN": 1545728, + "TP": 197152, + "n_pred": 198968, + "n_ref": 204776 + }, + "15": { + "Dice": 0.6646587425375141, + "FN": 1075, + "FP": 5160, + "IoU": 0.49774448203641053, + "TN": 1739906, + "TP": 6179, + "n_pred": 11339, + "n_ref": 7254 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 33, + "IoU": 0.0, + "TN": 1752287, + "TP": 0, + "n_pred": 33, + "n_ref": 0 + }, + "3": { + "Dice": 0.9641642187294954, + "FN": 5418, + "FP": 1682, + "IoU": 0.9308079872920585, + "TN": 1649707, + "TP": 95513, + "n_pred": 97195, + "n_ref": 100931 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9044518375642403, + "FN": 1737, + "FP": 5644, + "IoU": 0.8255701287959353, + "TN": 1710005, + "TP": 34934, + "n_pred": 40578, + "n_ref": 36671 + }, + "7": { + "Dice": 0.8151846862471465, + "FN": 9324, + "FP": 13587, + "IoU": 0.688026797750514, + "TN": 1678881, + "TP": 50528, + "n_pred": 64115, + "n_ref": 59852 + }, + "8": { + "Dice": 0.915094975834551, + "FN": 2690, + "FP": 1087, + "IoU": 0.8434793419253243, + "TN": 1728189, + "TP": 20354, + "n_pred": 21441, + "n_ref": 23044 + }, + "9": { + "Dice": 0.943227696595091, + "FN": 1318, + "FP": 271, + "IoU": 0.8925552775711677, + "TN": 1737531, + "TP": 13200, + "n_pred": 13471, + "n_ref": 14518 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9190044937412116, + "FN": 3914, + "FP": 4323, + "IoU": 0.850146451507268, + "TN": 1522121, + "TP": 46730, + "n_pred": 51053, + "n_ref": 50644 + }, + "15": { + "Dice": 0.9221909944387968, + "FN": 10640, + "FP": 2372, + "IoU": 0.8556163380344204, + "TN": 1486967, + "TP": 77109, + "n_pred": 79481, + "n_ref": 87749 + }, + "2": { + "Dice": 0.9495703764320785, + "FN": 635, + "FP": 351, + "IoU": 0.9039828610380758, + "TN": 1566819, + "TP": 9283, + "n_pred": 9634, + "n_ref": 9918 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9772455089820359, + "FN": 1714, + "FP": 2713, + "IoU": 0.955503512880562, + "TN": 1477597, + "TP": 95064, + "n_pred": 97777, + "n_ref": 96778 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8424199288256228, + "FN": 1038, + "FP": 69, + "IoU": 0.7277422528283325, + "TN": 872094, + "TP": 2959, + "n_pred": 3028, + "n_ref": 3997 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6, + "FN": 45, + "FP": 31, + "IoU": 0.42857142857142855, + "TN": 1401723, + "TP": 57, + "n_pred": 88, + "n_ref": 102 + }, + "10": { + "Dice": 0.6007279449997112, + "FN": 22500, + "FP": 5144, + "IoU": 0.42931461601981835, + "TN": 1353416, + "TP": 20796, + "n_pred": 25940, + "n_ref": 43296 + }, + "11": { + "Dice": 0.5, + "FN": 10, + "FP": 10, + "IoU": 0.3333333333333333, + "TN": 1401826, + "TP": 10, + "n_pred": 20, + "n_ref": 20 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2976229597984445, + "FN": 6298, + "FP": 6526, + "IoU": 0.17482787465414065, + "TN": 1386315, + "TP": 2717, + "n_pred": 9243, + "n_ref": 9015 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9270941975528478, + "FN": 10476, + "FP": 6720, + "IoU": 0.8640965455105863, + "TN": 1275325, + "TP": 109335, + "n_pred": 116055, + "n_ref": 119811 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7777777777777778, + "FN": 741, + "FP": 95, + "IoU": 0.6363636363636364, + "TN": 1399557, + "TP": 1463, + "n_pred": 1558, + "n_ref": 2204 + }, + "5": { + "Dice": 0.5629860031104199, + "FN": 196, + "FP": 1209, + "IoU": 0.3917748917748918, + "TN": 1399546, + "TP": 905, + "n_pred": 2114, + "n_ref": 1101 + }, + "6": { + "Dice": 0.9436868249509911, + "FN": 10704, + "FP": 11731, + "IoU": 0.8933778800091248, + "TN": 1191440, + "TP": 187981, + "n_pred": 199712, + "n_ref": 198685 + }, + "7": { + "Dice": 0.8653536718800283, + "FN": 28966, + "FP": 8690, + "IoU": 0.7626637926144421, + "TN": 1243195, + "TP": 121005, + "n_pred": 129695, + "n_ref": 149971 + }, + "8": { + "Dice": 0.9269916204414022, + "FN": 679, + "FP": 2414, + "IoU": 0.8639183422059924, + "TN": 1379127, + "TP": 19636, + "n_pred": 22050, + "n_ref": 20315 + }, + "9": { + "Dice": 0.8493716885350495, + "FN": 6085, + "FP": 4775, + "IoU": 0.7381807661708334, + "TN": 1360377, + "TP": 30619, + "n_pred": 35394, + "n_ref": 36704 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8823794954105432, + "FN": 790, + "FP": 1555, + "IoU": 0.7895162014181851, + "TN": 1040251, + "TP": 8796, + "n_pred": 10351, + "n_ref": 9586 + }, + "11": { + "Dice": 0.8034058656575213, + "FN": 347, + "FP": 692, + "IoU": 0.6714104996837444, + "TN": 1048230, + "TP": 2123, + "n_pred": 2815, + "n_ref": 2470 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8776360150723871, + "FN": 722, + "FP": 2980, + "IoU": 0.7819531157969136, + "TN": 1034414, + "TP": 13276, + "n_pred": 16256, + "n_ref": 13998 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9450171821305842, + "FN": 349, + "FP": 355, + "IoU": 0.8957654723127035, + "TN": 1044638, + "TP": 6050, + "n_pred": 6405, + "n_ref": 6399 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8386659048707328, + "FN": 2503, + "FP": 2015, + "IoU": 0.7221573088985918, + "TN": 1035131, + "TP": 11743, + "n_pred": 13758, + "n_ref": 14246 + }, + "6": { + "Dice": 0.9422635897803419, + "FN": 4527, + "FP": 8363, + "IoU": 0.8908302490831943, + "TN": 933319, + "TP": 105183, + "n_pred": 113546, + "n_ref": 109710 + }, + "7": { + "Dice": 0.8180622533976326, + "FN": 2885, + "FP": 850, + "IoU": 0.6921364985163204, + "TN": 1039260, + "TP": 8397, + "n_pred": 9247, + "n_ref": 11282 + }, + "8": { + "Dice": 0.9473135942946432, + "FN": 2929, + "FP": 3646, + "IoU": 0.8999010428560554, + "TN": 985707, + "TP": 59110, + "n_pred": 62756, + "n_ref": 62039 + }, + "9": { + "Dice": 0.821390262407451, + "FN": 6879, + "FP": 6775, + "IoU": 0.6969145394006659, + "TN": 1006342, + "TP": 31396, + "n_pred": 38171, + "n_ref": 38275 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8379789333874449, + "FN": 16857, + "FP": 709, + "IoU": 0.7211391922783845, + "TN": 813168, + "TP": 45426, + "n_pred": 46135, + "n_ref": 62283 + }, + "10": { + "Dice": 0.8682949391646216, + "FN": 5334, + "FP": 4917, + "IoU": 0.7672449025929794, + "TN": 832118, + "TP": 33791, + "n_pred": 38708, + "n_ref": 39125 + }, + "11": { + "Dice": 0.4, + "FN": 2, + "FP": 16, + "IoU": 0.25, + "TN": 876136, + "TP": 6, + "n_pred": 22, + "n_ref": 8 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8986224470953208, + "FN": 1223, + "FP": 1522, + "IoU": 0.8159077191335256, + "TN": 861249, + "TP": 12166, + "n_pred": 13688, + "n_ref": 13389 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8889969952782945, + "FN": 738, + "FP": 3141, + "IoU": 0.8001751493921285, + "TN": 856748, + "TP": 15533, + "n_pred": 18674, + "n_ref": 16271 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9524258075995207, + "FN": 6814, + "FP": 2277, + "IoU": 0.9091726528858739, + "TN": 776069, + "TP": 91000, + "n_pred": 93277, + "n_ref": 97814 + }, + "7": { + "Dice": 0.9579818362183653, + "FN": 6962, + "FP": 3966, + "IoU": 0.9193523390626038, + "TN": 740657, + "TP": 124575, + "n_pred": 128541, + "n_ref": 131537 + }, + "8": { + "Dice": 0.8614086335605323, + "FN": 262, + "FP": 165, + "IoU": 0.7565564424173318, + "TN": 874406, + "TP": 1327, + "n_pred": 1492, + "n_ref": 1589 + }, + "9": { + "Dice": 0.7618129218900676, + "FN": 1234, + "FP": 1236, + "IoU": 0.6152647975077882, + "TN": 869740, + "TP": 3950, + "n_pred": 5186, + "n_ref": 5184 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 1051386, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 10326, + "IoU": 0.0, + "TN": 1041066, + "TP": 0, + "n_pred": 10326, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9365914506404823, + "FN": 5163, + "FP": 2767, + "IoU": 0.8807447064485082, + "TN": 984896, + "TP": 58566, + "n_pred": 61333, + "n_ref": 63729 + }, + "3": { + "Dice": 0.9027695934001179, + "FN": 90, + "FP": 75, + "IoU": 0.8227712137486574, + "TN": 1050461, + "TP": 766, + "n_pred": 841, + "n_ref": 856 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1051391, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.943643622609792, + "FN": 510, + "FP": 831, + "IoU": 0.8933004455760662, + "TN": 1038824, + "TP": 11227, + "n_pred": 12058, + "n_ref": 11737 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 1051386, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "9": { + "Dice": 0.7777777777777778, + "FN": 480, + "FP": 68, + "IoU": 0.6363636363636364, + "TN": 1049885, + "TP": 959, + "n_pred": 1027, + "n_ref": 1439 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5361930294906166, + "FN": 156, + "FP": 17, + "IoU": 0.3663003663003663, + "TN": 1401583, + "TP": 100, + "n_pred": 117, + "n_ref": 256 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.13302364864864866, + "FN": 4102, + "FP": 4, + "IoU": 0.07125084822438363, + "TN": 1397435, + "TP": 315, + "n_pred": 319, + "n_ref": 4417 + }, + "14": { + "Dice": 0.9783470385897023, + "FN": 3627, + "FP": 2819, + "IoU": 0.9576119049654438, + "TN": 1249785, + "TP": 145625, + "n_pred": 148444, + "n_ref": 149252 + }, + "15": { + "Dice": 0.7985568250150331, + "FN": 297, + "FP": 38, + "IoU": 0.6646646646646647, + "TN": 1400857, + "TP": 664, + "n_pred": 702, + "n_ref": 961 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9118391354900486, + "FN": 853, + "FP": 3014, + "IoU": 0.8379635449402891, + "TN": 1377991, + "TP": 19998, + "n_pred": 23012, + "n_ref": 20851 + }, + "5": { + "Dice": 0.8178897531281705, + "FN": 597, + "FP": 1557, + "IoU": 0.6918895723072522, + "TN": 1394865, + "TP": 4837, + "n_pred": 6394, + "n_ref": 5434 + }, + "6": { + "Dice": 0.9475603796018703, + "FN": 6249, + "FP": 940, + "IoU": 0.9003465483781536, + "TN": 1329716, + "TP": 64951, + "n_pred": 65891, + "n_ref": 71200 + }, + "7": { + "Dice": 0.8906664037368894, + "FN": 3212, + "FP": 5659, + "IoU": 0.8028841880721713, + "TN": 1356852, + "TP": 36133, + "n_pred": 41792, + "n_ref": 39345 + }, + "8": { + "Dice": 0.9595333163424234, + "FN": 1802, + "FP": 1056, + "IoU": 0.9222143595884819, + "TN": 1365114, + "TP": 33884, + "n_pred": 34940, + "n_ref": 35686 + }, + "9": { + "Dice": 0.21803582458307597, + "FN": 32, + "FP": 2500, + "IoU": 0.12235701906412479, + "TN": 1398971, + "TP": 353, + "n_pred": 2853, + "n_ref": 385 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9647887323943662, + "FN": 194, + "FP": 306, + "IoU": 0.9319727891156463, + "TN": 4022986, + "TP": 6850, + "n_pred": 7156, + "n_ref": 7044 + }, + "10": { + "Dice": 0.82928840392491, + "FN": 1858, + "FP": 4353, + "IoU": 0.7083626801896981, + "TN": 4009039, + "TP": 15086, + "n_pred": 19439, + "n_ref": 16944 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8022547914317926, + "FN": 597, + "FP": 280, + "IoU": 0.6698042168674698, + "TN": 4027680, + "TP": 1779, + "n_pred": 2059, + "n_ref": 2376 + }, + "13": { + "Dice": 0.7095941567356802, + "FN": 6824, + "FP": 3752, + "IoU": 0.5498999872324126, + "TN": 4006839, + "TP": 12921, + "n_pred": 16673, + "n_ref": 19745 + }, + "14": { + "Dice": 0.3183702542916162, + "FN": 3628, + "FP": 44219, + "IoU": 0.18932244455363345, + "TN": 3971315, + "TP": 11174, + "n_pred": 55393, + "n_ref": 14802 + }, + "15": { + "Dice": 0.8677252767641783, + "FN": 3205, + "FP": 13905, + "IoU": 0.7663557782906146, + "TN": 3957105, + "TP": 56121, + "n_pred": 70026, + "n_ref": 59326 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9764061072686937, + "FN": 1402, + "FP": 406, + "IoU": 0.9538998954588337, + "TN": 3991117, + "TP": 37411, + "n_pred": 37817, + "n_ref": 38813 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9713354504429216, + "FN": 1158, + "FP": 214, + "IoU": 0.9442684214802177, + "TN": 4005718, + "TP": 23246, + "n_pred": 23460, + "n_ref": 24404 + }, + "7": { + "Dice": 0.9413203691088128, + "FN": 6822, + "FP": 12128, + "IoU": 0.8891456316359063, + "TN": 3859391, + "TP": 151995, + "n_pred": 164123, + "n_ref": 158817 + }, + "8": { + "Dice": 0.9679243690385751, + "FN": 535, + "FP": 225, + "IoU": 0.9378424797579128, + "TN": 4018109, + "TP": 11467, + "n_pred": 11692, + "n_ref": 12002 + }, + "9": { + "Dice": 0.8688006005039944, + "FN": 195, + "FP": 4699, + "IoU": 0.768034884823206, + "TN": 4009238, + "TP": 16204, + "n_pred": 20903, + "n_ref": 16399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9577327417356197, + "FN": 799, + "FP": 4488, + "IoU": 0.9188936274660203, + "TN": 1511902, + "TP": 59899, + "n_pred": 64387, + "n_ref": 60698 + }, + "10": { + "Dice": 0.8683283309408848, + "FN": 5343, + "FP": 2729, + "IoU": 0.7672970479704797, + "TN": 1542400, + "TP": 26616, + "n_pred": 29345, + "n_ref": 31959 + }, + "11": { + "Dice": 0.5396590066716086, + "FN": 496, + "FP": 125, + "IoU": 0.3695431472081218, + "TN": 1576103, + "TP": 364, + "n_pred": 489, + "n_ref": 860 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 1577086, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "13": { + "Dice": 0.6721130414964674, + "FN": 1522, + "FP": 17181, + "IoU": 0.5061523024926067, + "TN": 1539216, + "TP": 19169, + "n_pred": 36350, + "n_ref": 20691 + }, + "14": { + "Dice": 0.8090302567763854, + "FN": 1290, + "FP": 6467, + "IoU": 0.679303787001819, + "TN": 1552900, + "TP": 16431, + "n_pred": 22898, + "n_ref": 17721 + }, + "15": { + "Dice": 0.9432151589242054, + "FN": 14535, + "FP": 2187, + "IoU": 0.8925328243391752, + "TN": 1421487, + "TP": 138879, + "n_pred": 141066, + "n_ref": 153414 + }, + "2": { + "Dice": 0.972565477578301, + "FN": 1401, + "FP": 717, + "IoU": 0.9465960665658094, + "TN": 1537428, + "TP": 37542, + "n_pred": 38259, + "n_ref": 38943 + }, + "3": { + "Dice": 0.9818624510392039, + "FN": 1039, + "FP": 1017, + "IoU": 0.964371122586906, + "TN": 1519382, + "TP": 55650, + "n_pred": 56667, + "n_ref": 56689 + }, + "4": { + "Dice": 0.9074918566775244, + "FN": 317, + "FP": 251, + "IoU": 0.8306499701848539, + "TN": 1573734, + "TP": 2786, + "n_pred": 3037, + "n_ref": 3103 + }, + "5": { + "Dice": 0.5418392709196355, + "FN": 3872, + "FP": 552, + "IoU": 0.3715909090909091, + "TN": 1570048, + "TP": 2616, + "n_pred": 3168, + "n_ref": 6488 + }, + "6": { + "Dice": 0.9594999119563303, + "FN": 1151, + "FP": 689, + "IoU": 0.9221526485022846, + "TN": 1553452, + "TP": 21796, + "n_pred": 22485, + "n_ref": 22947 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9594497695178167, + "FN": 1502, + "FP": 1269, + "IoU": 0.9220600230641577, + "TN": 1541535, + "TP": 32782, + "n_pred": 34051, + "n_ref": 34284 + }, + "9": { + "Dice": 0.8833959429000752, + "FN": 285, + "FP": 1267, + "IoU": 0.7911452025299421, + "TN": 1569657, + "TP": 5879, + "n_pred": 7146, + "n_ref": 6164 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.27906976744186046, + "FN": 260, + "FP": 174, + "IoU": 0.16216216216216217, + "TN": 875642, + "TP": 84, + "n_pred": 258, + "n_ref": 344 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9166860060338826, + "FN": 79, + "FP": 2434, + "IoU": 0.8461868037703514, + "TN": 859822, + "TP": 13825, + "n_pred": 16259, + "n_ref": 13904 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.990353048511453, + "FN": 1426, + "FP": 1154, + "IoU": 0.9808904459636623, + "TN": 1967773, + "TP": 132431, + "n_pred": 133585, + "n_ref": 133857 + }, + "10": { + "Dice": 0.9268498942917548, + "FN": 48, + "FP": 298, + "IoU": 0.863672182821119, + "TN": 2100246, + "TP": 2192, + "n_pred": 2490, + "n_ref": 2240 + }, + "11": { + "Dice": 0.7895758814512008, + "FN": 287, + "FP": 1772, + "IoU": 0.6523134076325565, + "TN": 2096862, + "TP": 3863, + "n_pred": 5635, + "n_ref": 4150 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 2102783, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9973673116212702, + "FN": 779, + "FP": 114, + "IoU": 0.9947484489399865, + "TN": 1932739, + "TP": 169152, + "n_pred": 169266, + "n_ref": 169931 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9751464693185322, + "FN": 291, + "FP": 515, + "IoU": 0.9514983752557468, + "TN": 2086166, + "TP": 15812, + "n_pred": 16327, + "n_ref": 16103 + }, + "3": { + "Dice": 0.9697074606196988, + "FN": 612, + "FP": 613, + "IoU": 0.9411962365591398, + "TN": 2081952, + "TP": 19607, + "n_pred": 20220, + "n_ref": 20219 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.977581685614461, + "FN": 1948, + "FP": 933, + "IoU": 0.9561464929371651, + "TN": 2037088, + "TP": 62815, + "n_pred": 63748, + "n_ref": 64763 + }, + "7": { + "Dice": 0.42414776055293063, + "FN": 854, + "FP": 13893, + "IoU": 0.26915452472990387, + "TN": 2082606, + "TP": 5431, + "n_pred": 19324, + "n_ref": 6285 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9465796159907375, + "FN": 1267, + "FP": 394, + "IoU": 0.8985772730048238, + "TN": 2086407, + "TP": 14716, + "n_pred": 15110, + "n_ref": 15983 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9400195316935795, + "FN": 1800, + "FP": 841, + "IoU": 0.8868272197463147, + "TN": 1378520, + "TP": 20695, + "n_pred": 21536, + "n_ref": 22495 + }, + "10": { + "Dice": 0.8536088337045638, + "FN": 1518, + "FP": 1571, + "IoU": 0.7446052087639521, + "TN": 1389761, + "TP": 9006, + "n_pred": 10577, + "n_ref": 10524 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5390070921985816, + "FN": 128, + "FP": 197, + "IoU": 0.36893203883495146, + "TN": 1401341, + "TP": 190, + "n_pred": 387, + "n_ref": 318 + }, + "13": { + "Dice": 0.9078083407275954, + "FN": 846, + "FP": 1232, + "IoU": 0.8311804370785604, + "TN": 1389547, + "TP": 10231, + "n_pred": 11463, + "n_ref": 11077 + }, + "14": { + "Dice": 0.9257529194837123, + "FN": 16, + "FP": 2400, + "IoU": 0.8617690811305642, + "TN": 1384378, + "TP": 15062, + "n_pred": 17462, + "n_ref": 15078 + }, + "15": { + "Dice": 0.9175897556760154, + "FN": 51, + "FP": 998, + "IoU": 0.8477282624473799, + "TN": 1394967, + "TP": 5840, + "n_pred": 6838, + "n_ref": 5891 + }, + "2": { + "Dice": 0.4695026088541548, + "FN": 64162, + "FP": 28970, + "IoU": 0.3067647233966534, + "TN": 1267512, + "TP": 41212, + "n_pred": 70182, + "n_ref": 105374 + }, + "3": { + "Dice": 0.8070918162406714, + "FN": 70141, + "FP": 2857, + "IoU": 0.6765749679889058, + "TN": 1176153, + "TP": 152705, + "n_pred": 155562, + "n_ref": 222846 + }, + "4": { + "Dice": 0.0006255864873318737, + "FN": 236, + "FP": 22129, + "IoU": 0.00031289111389236547, + "TN": 1379484, + "TP": 7, + "n_pred": 22136, + "n_ref": 243 + }, + "5": { + "Dice": 0.8404229161544136, + "FN": 587, + "FP": 62, + "IoU": 0.7247667514843087, + "TN": 1399498, + "TP": 1709, + "n_pred": 1771, + "n_ref": 2296 + }, + "6": { + "Dice": 0.9522837796652842, + "FN": 4536, + "FP": 2666, + "IoU": 0.9089138463095058, + "TN": 1322788, + "TP": 71866, + "n_pred": 74532, + "n_ref": 76402 + }, + "7": { + "Dice": 0.9382583410213591, + "FN": 4946, + "FP": 341, + "IoU": 0.8836973976550299, + "TN": 1356397, + "TP": 40172, + "n_pred": 40513, + "n_ref": 45118 + }, + "8": { + "Dice": 0.9183941222776174, + "FN": 143, + "FP": 168, + "IoU": 0.849102377486657, + "TN": 1399795, + "TP": 1750, + "n_pred": 1918, + "n_ref": 1893 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.864992311635059, + "FN": 1015, + "FP": 302, + "IoU": 0.7621026011560693, + "TN": 2272480, + "TP": 4219, + "n_pred": 4521, + "n_ref": 5234 + }, + "10": { + "Dice": 0.7932203389830509, + "FN": 2485, + "FP": 3066, + "IoU": 0.6573033707865169, + "TN": 2261818, + "TP": 10647, + "n_pred": 13713, + "n_ref": 13132 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 2278007, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "13": { + "Dice": 0.6566294773928362, + "FN": 10522, + "FP": 4097, + "IoU": 0.4887925306850369, + "TN": 2249419, + "TP": 13978, + "n_pred": 18075, + "n_ref": 24500 + }, + "14": { + "Dice": 0.8746454196562656, + "FN": 8820, + "FP": 3200, + "IoU": 0.7772176298328205, + "TN": 2224062, + "TP": 41934, + "n_pred": 45134, + "n_ref": 50754 + }, + "15": { + "Dice": 0.8636680834866459, + "FN": 5525, + "FP": 922, + "IoU": 0.7600491290754802, + "TN": 2251148, + "TP": 20421, + "n_pred": 21343, + "n_ref": 25946 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9397757164613042, + "FN": 386, + "FP": 49, + "IoU": 0.8863933141812483, + "TN": 2274187, + "TP": 3394, + "n_pred": 3443, + "n_ref": 3780 + }, + "4": { + "Dice": 0.9408233334932394, + "FN": 7017, + "FP": 1618, + "IoU": 0.888259119789847, + "TN": 2200739, + "TP": 68642, + "n_pred": 70260, + "n_ref": 75659 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9612899518074267, + "FN": 5550, + "FP": 3880, + "IoU": 0.9254651512037813, + "TN": 2151498, + "TP": 117088, + "n_pred": 120968, + "n_ref": 122638 + }, + "7": { + "Dice": 0.0, + "FN": 157, + "FP": 13795, + "IoU": 0.0, + "TN": 2264064, + "TP": 0, + "n_pred": 13795, + "n_ref": 157 + }, + "8": { + "Dice": 0.00042052144659377626, + "FN": 675, + "FP": 4079, + "IoU": 0.0002103049421661409, + "TN": 2273261, + "TP": 1, + "n_pred": 4080, + "n_ref": 676 + }, + "9": { + "Dice": 0.7465354940198257, + "FN": 9410, + "FP": 741, + "IoU": 0.5955776892430279, + "TN": 2252916, + "TP": 14949, + "n_pred": 15690, + "n_ref": 24359 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.07628128724672228, + "FN": 43, + "FP": 2282, + "IoU": 0.03965303593556382, + "TN": 2275595, + "TP": 96, + "n_pred": 2378, + "n_ref": 139 + }, + "10": { + "Dice": 0.87988630074961, + "FN": 5055, + "FP": 4495, + "IoU": 0.7855330234229378, + "TN": 2233487, + "TP": 34979, + "n_pred": 39474, + "n_ref": 40034 + }, + "11": { + "Dice": 0.8052230685527747, + "FN": 312, + "FP": 583, + "IoU": 0.6739526411657559, + "TN": 2275271, + "TP": 1850, + "n_pred": 2433, + "n_ref": 2162 + }, + "12": { + "Dice": 0.8119325551232166, + "FN": 786, + "FP": 229, + "IoU": 0.6834061135371179, + "TN": 2274810, + "TP": 2191, + "n_pred": 2420, + "n_ref": 2977 + }, + "13": { + "Dice": 0.7090069866572503, + "FN": 6268, + "FP": 5269, + "IoU": 0.5491950609565489, + "TN": 2252424, + "TP": 14055, + "n_pred": 19324, + "n_ref": 20323 + }, + "14": { + "Dice": 0.9534849524556416, + "FN": 2869, + "FP": 927, + "IoU": 0.9111048662826097, + "TN": 2235314, + "TP": 38906, + "n_pred": 39833, + "n_ref": 41775 + }, + "15": { + "Dice": 0.913404822642642, + "FN": 4798, + "FP": 10206, + "IoU": 0.8406118871833006, + "TN": 2183881, + "TP": 79131, + "n_pred": 89337, + "n_ref": 83929 + }, + "2": { + "Dice": 0.9774560659553067, + "FN": 1792, + "FP": 1637, + "IoU": 0.9559061800786977, + "TN": 2200250, + "TP": 74337, + "n_pred": 75974, + "n_ref": 76129 + }, + "3": { + "Dice": 0.9569291219585915, + "FN": 614, + "FP": 811, + "IoU": 0.9174152419588525, + "TN": 2260761, + "TP": 15830, + "n_pred": 16641, + "n_ref": 16444 + }, + "4": { + "Dice": 0.4554227941176471, + "FN": 1765, + "FP": 605, + "IoU": 0.2948527224040464, + "TN": 2274655, + "TP": 991, + "n_pred": 1596, + "n_ref": 2756 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.947017732261362, + "FN": 71061, + "FP": 9950, + "IoU": 0.8993672175459867, + "TN": 1473000, + "TP": 724005, + "n_pred": 733955, + "n_ref": 795066 + }, + "7": { + "Dice": 0.41729369037482406, + "FN": 26993, + "FP": 40073, + "IoU": 0.2636583223539745, + "TN": 2186936, + "TP": 24014, + "n_pred": 64087, + "n_ref": 51007 + }, + "8": { + "Dice": 0.9596382515491543, + "FN": 1191, + "FP": 496, + "IoU": 0.9224082421120412, + "TN": 2256274, + "TP": 20055, + "n_pred": 20551, + "n_ref": 21246 + }, + "9": { + "Dice": 0.9046664966667881, + "FN": 2191, + "FP": 3043, + "IoU": 0.8259278967673274, + "TN": 2247948, + "TP": 24834, + "n_pred": 27877, + "n_ref": 27025 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9768120375054411, + "FN": 1250, + "FP": 721, + "IoU": 0.9546750678379249, + "TN": 1358370, + "TP": 41515, + "n_pred": 42236, + "n_ref": 42765 + }, + "10": { + "Dice": 0.9168348027970482, + "FN": 2476, + "FP": 533, + "IoU": 0.8464404184741006, + "TN": 1382261, + "TP": 16586, + "n_pred": 17119, + "n_ref": 19062 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8999137368764334, + "FN": 3085, + "FP": 1672, + "IoU": 0.818039245687182, + "TN": 1375713, + "TP": 21386, + "n_pred": 23058, + "n_ref": 24471 + }, + "14": { + "Dice": 0.0, + "FN": 1885, + "FP": 0, + "IoU": 0.0, + "TN": 1399971, + "TP": 0, + "n_pred": 0, + "n_ref": 1885 + }, + "15": { + "Dice": 0.9716507851693532, + "FN": 2129, + "FP": 736, + "IoU": 0.9448646152069742, + "TN": 1349893, + "TP": 49098, + "n_pred": 49834, + "n_ref": 51227 + }, + "2": { + "Dice": 0.8108108108108109, + "FN": 0, + "FP": 28, + "IoU": 0.6818181818181818, + "TN": 1401768, + "TP": 60, + "n_pred": 88, + "n_ref": 60 + }, + "3": { + "Dice": 0.9616518469893179, + "FN": 1015, + "FP": 2198, + "IoU": 0.926136233016851, + "TN": 1358357, + "TP": 40286, + "n_pred": 42484, + "n_ref": 41301 + }, + "4": { + "Dice": 0.5577810676652443, + "FN": 8807, + "FP": 1349, + "IoU": 0.38675200772900187, + "TN": 1385295, + "TP": 6405, + "n_pred": 7754, + "n_ref": 15212 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9749183792840681, + "FN": 8315, + "FP": 2448, + "IoU": 0.9510641490217832, + "TN": 1181915, + "TP": 209178, + "n_pred": 211626, + "n_ref": 217493 + }, + "7": { + "Dice": 0.9305718144979739, + "FN": 148, + "FP": 623, + "IoU": 0.8701583024587403, + "TN": 1395918, + "TP": 5167, + "n_pred": 5790, + "n_ref": 5315 + }, + "8": { + "Dice": 0.9430599231849651, + "FN": 4232, + "FP": 349, + "IoU": 0.892254862760778, + "TN": 1359339, + "TP": 37936, + "n_pred": 38285, + "n_ref": 42168 + }, + "9": { + "Dice": 0.9292490118577075, + "FN": 147, + "FP": 211, + "IoU": 0.8678479143595422, + "TN": 1399147, + "TP": 2351, + "n_pred": 2562, + "n_ref": 2498 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5441, + "IoU": 0.0, + "TN": 4024895, + "TP": 0, + "n_pred": 5441, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.8, + "FN": 219, + "FP": 17, + "IoU": 0.6666666666666666, + "TN": 4029628, + "TP": 472, + "n_pred": 489, + "n_ref": 691 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7626790553619822, + "FN": 18, + "FP": 1208, + "IoU": 0.6163954943679599, + "TN": 4027140, + "TP": 1970, + "n_pred": 3178, + "n_ref": 1988 + }, + "14": { + "Dice": 0.9598889162616738, + "FN": 7440, + "FP": 1515, + "IoU": 0.9228715386934241, + "TN": 3914231, + "TP": 107150, + "n_pred": 108665, + "n_ref": 114590 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 262, + "IoU": 0.0, + "TN": 4030074, + "TP": 0, + "n_pred": 262, + "n_ref": 0 + }, + "2": { + "Dice": 0.971045352082774, + "FN": 2893, + "FP": 1744, + "IoU": 0.943720264103311, + "TN": 3947944, + "TP": 77755, + "n_pred": 79499, + "n_ref": 80648 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.563540569020021, + "FN": 11952, + "FP": 8758, + "IoU": 0.39231220657276994, + "TN": 3996256, + "TP": 13370, + "n_pred": 22128, + "n_ref": 25322 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9285777750336202, + "FN": 23960, + "FP": 23467, + "IoU": 0.866677723679624, + "TN": 3674604, + "TP": 308305, + "n_pred": 331772, + "n_ref": 332265 + }, + "7": { + "Dice": 0.9268895806728069, + "FN": 1870, + "FP": 19713, + "IoU": 0.8637411062078196, + "TN": 3871939, + "TP": 136814, + "n_pred": 156527, + "n_ref": 138684 + }, + "8": { + "Dice": 0.7909090909090909, + "FN": 54, + "FP": 38, + "IoU": 0.6541353383458647, + "TN": 4030070, + "TP": 174, + "n_pred": 212, + "n_ref": 228 + }, + "9": { + "Dice": 0.8432697074863659, + "FN": 678, + "FP": 4380, + "IoU": 0.7290115188856148, + "TN": 4011671, + "TP": 13607, + "n_pred": 17987, + "n_ref": 14285 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7989878542510122, + "FN": 4148, + "FP": 1810, + "IoU": 0.6652620933760324, + "TN": 1384057, + "TP": 11841, + "n_pred": 13651, + "n_ref": 15989 + }, + "11": { + "Dice": 0.7168141592920354, + "FN": 74, + "FP": 54, + "IoU": 0.5586206896551724, + "TN": 1401566, + "TP": 162, + "n_pred": 216, + "n_ref": 236 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8450085567598403, + "FN": 8656, + "FP": 2212, + "IoU": 0.7316145601817553, + "TN": 1361362, + "TP": 29626, + "n_pred": 31838, + "n_ref": 38282 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9253829682095207, + "FN": 124, + "FP": 329, + "IoU": 0.8611281422440221, + "TN": 1398594, + "TP": 2809, + "n_pred": 3138, + "n_ref": 2933 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3597, + "IoU": 0.0, + "TN": 1398259, + "TP": 0, + "n_pred": 3597, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9660974921965402, + "FN": 8325, + "FP": 5621, + "IoU": 0.9344183662432812, + "TN": 1189205, + "TP": 198705, + "n_pred": 204326, + "n_ref": 207030 + }, + "7": { + "Dice": 0.816009928637915, + "FN": 282, + "FP": 311, + "IoU": 0.689203354297694, + "TN": 1399948, + "TP": 1315, + "n_pred": 1626, + "n_ref": 1597 + }, + "8": { + "Dice": 0.9588427658132752, + "FN": 661, + "FP": 736, + "IoU": 0.9209394453876627, + "TN": 1384186, + "TP": 16273, + "n_pred": 17009, + "n_ref": 16934 + }, + "9": { + "Dice": 0.9140493212306209, + "FN": 488, + "FP": 1652, + "IoU": 0.8417042680671647, + "TN": 1388337, + "TP": 11379, + "n_pred": 13031, + "n_ref": 11867 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9856897277324831, + "FN": 6202, + "FP": 3829, + "IoU": 0.9717832449127702, + "TN": 3674838, + "TP": 345467, + "n_pred": 349296, + "n_ref": 351669 + }, + "10": { + "Dice": 0.9186748709351723, + "FN": 1596, + "FP": 2673, + "IoU": 0.8495824671435115, + "TN": 4001955, + "TP": 24112, + "n_pred": 26785, + "n_ref": 25708 + }, + "11": { + "Dice": 0.003189792663476874, + "FN": 4354, + "FP": 21, + "IoU": 0.001597444089456869, + "TN": 4025954, + "TP": 7, + "n_pred": 28, + "n_ref": 4361 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 428, + "IoU": 0.0, + "TN": 4029908, + "TP": 0, + "n_pred": 428, + "n_ref": 0 + }, + "13": { + "Dice": 0.901134197960014, + "FN": 10791, + "FP": 3060, + "IoU": 0.8200584605391361, + "TN": 3953361, + "TP": 63124, + "n_pred": 66184, + "n_ref": 73915 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7705799385065712, + "FN": 37348, + "FP": 1527, + "IoU": 0.6267832798909391, + "TN": 3926174, + "TP": 65287, + "n_pred": 66814, + "n_ref": 102635 + }, + "3": { + "Dice": 0.5955949226936613, + "FN": 867, + "FP": 29814, + "IoU": 0.4240905507376957, + "TN": 3977062, + "TP": 22593, + "n_pred": 52407, + "n_ref": 23460 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 4030330, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "5": { + "Dice": 0.8759643368596111, + "FN": 5254, + "FP": 2801, + "IoU": 0.7793029755055072, + "TN": 3993838, + "TP": 28443, + "n_pred": 31244, + "n_ref": 33697 + }, + "6": { + "Dice": 0.9644560642896892, + "FN": 21463, + "FP": 15774, + "IoU": 0.9313521435748062, + "TN": 3487901, + "TP": 505198, + "n_pred": 520972, + "n_ref": 526661 + }, + "7": { + "Dice": 0.9047185343468666, + "FN": 7976, + "FP": 19224, + "IoU": 0.8260146480314708, + "TN": 3874001, + "TP": 129135, + "n_pred": 148359, + "n_ref": 137111 + }, + "8": { + "Dice": 0.974427798585102, + "FN": 1508, + "FP": 950, + "IoU": 0.9501308608411613, + "TN": 3981047, + "TP": 46831, + "n_pred": 47781, + "n_ref": 48339 + }, + "9": { + "Dice": 0.9127920470369797, + "FN": 7673, + "FP": 1345, + "IoU": 0.8395744756550976, + "TN": 3974123, + "TP": 47195, + "n_pred": 48540, + "n_ref": 54868 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9034935614997583, + "FN": 1641, + "FP": 1754, + "IoU": 0.8239746979830974, + "TN": 2083497, + "TP": 15892, + "n_pred": 17646, + "n_ref": 17533 + }, + "10": { + "Dice": 0.7720231525959332, + "FN": 21244, + "FP": 7469, + "IoU": 0.6286952023794129, + "TN": 2025454, + "TP": 48617, + "n_pred": 56086, + "n_ref": 69861 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6476744678747476, + "FN": 41400, + "FP": 8490, + "IoU": 0.47893384580034676, + "TN": 2007038, + "TP": 45856, + "n_pred": 54346, + "n_ref": 87256 + }, + "14": { + "Dice": 0.7504244482173175, + "FN": 6207, + "FP": 8493, + "IoU": 0.6005434782608695, + "TN": 2065984, + "TP": 22100, + "n_pred": 30593, + "n_ref": 28307 + }, + "15": { + "Dice": 0.7863433646891279, + "FN": 4397, + "FP": 7005, + "IoU": 0.6479125494071146, + "TN": 2070400, + "TP": 20982, + "n_pred": 27987, + "n_ref": 25379 + }, + "2": { + "Dice": 0.97175815433572, + "FN": 985, + "FP": 1145, + "IoU": 0.9450676982591876, + "TN": 2064009, + "TP": 36645, + "n_pred": 37790, + "n_ref": 37630 + }, + "3": { + "Dice": 0.9759361217032885, + "FN": 3120, + "FP": 1714, + "IoU": 0.9530031694180326, + "TN": 1999926, + "TP": 98024, + "n_pred": 99738, + "n_ref": 101144 + }, + "4": { + "Dice": 0.9174333851117218, + "FN": 343, + "FP": 348, + "IoU": 0.8474613686534216, + "TN": 2098254, + "TP": 3839, + "n_pred": 4187, + "n_ref": 4182 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9688411962199596, + "FN": 2586, + "FP": 4226, + "IoU": 0.9395654604008269, + "TN": 1990067, + "TP": 105905, + "n_pred": 110131, + "n_ref": 108491 + }, + "7": { + "Dice": 0.8320848715099817, + "FN": 9221, + "FP": 70424, + "IoU": 0.712453200761063, + "TN": 1825803, + "TP": 197336, + "n_pred": 267760, + "n_ref": 206557 + }, + "8": { + "Dice": 0.9463470319634704, + "FN": 69, + "FP": 25, + "IoU": 0.8981581798483207, + "TN": 2101861, + "TP": 829, + "n_pred": 854, + "n_ref": 898 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.054325913918157824, + "FN": 415, + "FP": 45088, + "IoU": 0.02792138431958983, + "TN": 2581670, + "TP": 1307, + "n_pred": 46395, + "n_ref": 1722 + }, + "10": { + "Dice": 0.8153206017283687, + "FN": 2400, + "FP": 4524, + "IoU": 0.6882204610951008, + "TN": 2606272, + "TP": 15284, + "n_pred": 19808, + "n_ref": 17684 + }, + "11": { + "Dice": 0.36183827806864455, + "FN": 1079, + "FP": 18, + "IoU": 0.22088068181818182, + "TN": 2627072, + "TP": 311, + "n_pred": 329, + "n_ref": 1390 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7850120067056319, + "FN": 3916, + "FP": 5574, + "IoU": 0.6461068019093079, + "TN": 2601664, + "TP": 17326, + "n_pred": 22900, + "n_ref": 21242 + }, + "14": { + "Dice": 0.8976665346123123, + "FN": 7443, + "FP": 8314, + "IoU": 0.8143330151884713, + "TN": 2543613, + "TP": 69110, + "n_pred": 77424, + "n_ref": 76553 + }, + "15": { + "Dice": 0.5835192797024858, + "FN": 6853, + "FP": 3786, + "IoU": 0.41195003316382933, + "TN": 2610388, + "TP": 7453, + "n_pred": 11239, + "n_ref": 14306 + }, + "2": { + "Dice": 0.8026315789473685, + "FN": 17, + "FP": 13, + "IoU": 0.6703296703296703, + "TN": 2628389, + "TP": 61, + "n_pred": 74, + "n_ref": 78 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 58, + "IoU": 0.0, + "TN": 2628422, + "TP": 0, + "n_pred": 58, + "n_ref": 0 + }, + "4": { + "Dice": 0.6753037968698283, + "FN": 6650, + "FP": 217, + "IoU": 0.50978012564249, + "TN": 2614472, + "TP": 7141, + "n_pred": 7358, + "n_ref": 13791 + }, + "5": { + "Dice": 0.0, + "FN": 350, + "FP": 0, + "IoU": 0.0, + "TN": 2628130, + "TP": 0, + "n_pred": 0, + "n_ref": 350 + }, + "6": { + "Dice": 0.5995399353876107, + "FN": 786106, + "FP": 1645, + "IoU": 0.4281021291053721, + "TN": 1251047, + "TP": 589682, + "n_pred": 591327, + "n_ref": 1375788 + }, + "7": { + "Dice": 0.5051009251788905, + "FN": 30258, + "FP": 35377, + "IoU": 0.33788296058671025, + "TN": 2529351, + "TP": 33494, + "n_pred": 68871, + "n_ref": 63752 + }, + "8": { + "Dice": 0.950705114712692, + "FN": 874, + "FP": 297, + "IoU": 0.9060418839765706, + "TN": 2616017, + "TP": 11292, + "n_pred": 11589, + "n_ref": 12166 + }, + "9": { + "Dice": 0.6647996934233411, + "FN": 7202, + "FP": 4169, + "IoU": 0.4979025919547843, + "TN": 2605833, + "TP": 11276, + "n_pred": 15445, + "n_ref": 18478 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8799135032814199, + "FN": 35366, + "FP": 1175, + "IoU": 0.7855763870551301, + "TN": 3859921, + "TP": 133874, + "n_pred": 135049, + "n_ref": 169240 + }, + "10": { + "Dice": 0.3921650115928081, + "FN": 38339, + "FP": 17239, + "IoU": 0.24390874338498375, + "TN": 3956829, + "TP": 17929, + "n_pred": 35168, + "n_ref": 56268 + }, + "11": { + "Dice": 0.0, + "FN": 27, + "FP": 0, + "IoU": 0.0, + "TN": 4030309, + "TP": 0, + "n_pred": 0, + "n_ref": 27 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 4030331, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "13": { + "Dice": 0.3766810288549419, + "FN": 19502, + "FP": 9142, + "IoU": 0.23204375452424997, + "TN": 3993037, + "TP": 8655, + "n_pred": 17797, + "n_ref": 28157 + }, + "14": { + "Dice": 0.0005335230304108127, + "FN": 7980, + "FP": 36980, + "IoU": 0.0002668326958996709, + "TN": 3985364, + "TP": 12, + "n_pred": 36992, + "n_ref": 7992 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1847, + "IoU": 0.0, + "TN": 4028489, + "TP": 0, + "n_pred": 1847, + "n_ref": 0 + }, + "2": { + "Dice": 0.7213056702065291, + "FN": 68135, + "FP": 2696, + "IoU": 0.5640954631612634, + "TN": 3867844, + "TP": 91661, + "n_pred": 94357, + "n_ref": 159796 + }, + "3": { + "Dice": 0.5662695348192863, + "FN": 2125, + "FP": 71450, + "IoU": 0.394962336765238, + "TN": 3908732, + "TP": 48029, + "n_pred": 119479, + "n_ref": 50154 + }, + "4": { + "Dice": 0.007730721213867281, + "FN": 82650, + "FP": 10, + "IoU": 0.0038803595960569762, + "TN": 3947354, + "TP": 322, + "n_pred": 332, + "n_ref": 82972 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8537510541658289, + "FN": 197867, + "FP": 7980, + "IoU": 0.7448216700819037, + "TN": 3223657, + "TP": 600832, + "n_pred": 608812, + "n_ref": 798699 + }, + "7": { + "Dice": 0.3294966788960027, + "FN": 55695, + "FP": 56153, + "IoU": 0.19724395320462212, + "TN": 3891006, + "TP": 27482, + "n_pred": 83635, + "n_ref": 83177 + }, + "8": { + "Dice": 0.9023587799029722, + "FN": 1690, + "FP": 61, + "IoU": 0.8220890062995326, + "TN": 4020494, + "TP": 8091, + "n_pred": 8152, + "n_ref": 9781 + }, + "9": { + "Dice": 0.7136306794497708, + "FN": 1455, + "FP": 3354, + "IoU": 0.5547634478289047, + "TN": 4019535, + "TP": 5992, + "n_pred": 9346, + "n_ref": 7447 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9704098407119778, + "FN": 662, + "FP": 1426, + "IoU": 0.9425205087265319, + "TN": 2416922, + "TP": 34238, + "n_pred": 35664, + "n_ref": 34900 + }, + "10": { + "Dice": 0.8398284897570272, + "FN": 2351, + "FP": 1011, + "IoU": 0.7238830486202366, + "TN": 2441072, + "TP": 8814, + "n_pred": 9825, + "n_ref": 11165 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7804008908685969, + "FN": 1461, + "FP": 511, + "IoU": 0.6398831263696129, + "TN": 2447772, + "TP": 3504, + "n_pred": 4015, + "n_ref": 4965 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1365, + "IoU": 0.0, + "TN": 2451883, + "TP": 0, + "n_pred": 1365, + "n_ref": 0 + }, + "14": { + "Dice": 0.37660706613345674, + "FN": 2477, + "FP": 35247, + "IoU": 0.23198762189783995, + "TN": 2404129, + "TP": 11395, + "n_pred": 46642, + "n_ref": 13872 + }, + "15": { + "Dice": 0.36606441476826396, + "FN": 0, + "FP": 807, + "IoU": 0.22403846153846155, + "TN": 2452208, + "TP": 233, + "n_pred": 1040, + "n_ref": 233 + }, + "2": { + "Dice": 0.9576797201218824, + "FN": 154, + "FP": 221, + "IoU": 0.918796015591165, + "TN": 2448630, + "TP": 4243, + "n_pred": 4464, + "n_ref": 4397 + }, + "3": { + "Dice": 0.9340059994545951, + "FN": 141, + "FP": 827, + "IoU": 0.8761831670503966, + "TN": 2445430, + "TP": 6850, + "n_pred": 7677, + "n_ref": 6991 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6808919646289888, + "FN": 830, + "FP": 830, + "IoU": 0.516176041970271, + "TN": 2449817, + "TP": 1771, + "n_pred": 2601, + "n_ref": 2601 + }, + "6": { + "Dice": 0.7461669505962522, + "FN": 83, + "FP": 811, + "IoU": 0.595108695652174, + "TN": 2451040, + "TP": 1314, + "n_pred": 2125, + "n_ref": 1397 + }, + "7": { + "Dice": 0.7538253752284855, + "FN": 4285, + "FP": 192748, + "IoU": 0.6049115109904433, + "TN": 1954542, + "TP": 301673, + "n_pred": 494421, + "n_ref": 305958 + }, + "8": { + "Dice": 0.9567204800400572, + "FN": 2834, + "FP": 2525, + "IoU": 0.9170317846139555, + "TN": 2388657, + "TP": 59232, + "n_pred": 61757, + "n_ref": 62066 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9792000679528152, + "FN": 1456, + "FP": 503, + "IoU": 0.959247779326413, + "TN": 828089, + "TP": 46112, + "n_pred": 46615, + "n_ref": 47568 + }, + "10": { + "Dice": 0.9163253078343381, + "FN": 5524, + "FP": 1319, + "IoU": 0.8455723054703015, + "TN": 831848, + "TP": 37469, + "n_pred": 38788, + "n_ref": 42993 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8571428571428571, + "FN": 0, + "FP": 2, + "IoU": 0.75, + "TN": 876152, + "TP": 6, + "n_pred": 8, + "n_ref": 6 + }, + "13": { + "Dice": 0.6977115117891817, + "FN": 883, + "FP": 7835, + "IoU": 0.5357580275840034, + "TN": 857381, + "TP": 10061, + "n_pred": 17896, + "n_ref": 10944 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9236641221374046, + "FN": 11, + "FP": 29, + "IoU": 0.8581560283687943, + "TN": 875878, + "TP": 242, + "n_pred": 271, + "n_ref": 253 + }, + "3": { + "Dice": 0.9740972891888996, + "FN": 2993, + "FP": 875, + "IoU": 0.9495025979790596, + "TN": 799562, + "TP": 72730, + "n_pred": 73605, + "n_ref": 75723 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9734525026892787, + "FN": 1288, + "FP": 711, + "IoU": 0.9482780925767808, + "TN": 837511, + "TP": 36650, + "n_pred": 37361, + "n_ref": 37938 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9559705458134062, + "FN": 334, + "FP": 826, + "IoU": 0.9156547662328219, + "TN": 862407, + "TP": 12593, + "n_pred": 13419, + "n_ref": 12927 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9516129032258065, + "FN": 43, + "FP": 5, + "IoU": 0.9076923076923077, + "TN": 4730744, + "TP": 472, + "n_pred": 477, + "n_ref": 515 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1981, + "IoU": 0.0, + "TN": 4729283, + "TP": 0, + "n_pred": 1981, + "n_ref": 0 + }, + "11": { + "Dice": 0.4756756756756757, + "FN": 1324, + "FP": 325, + "IoU": 0.3120567375886525, + "TN": 4728867, + "TP": 748, + "n_pred": 1073, + "n_ref": 2072 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 392, + "IoU": 0.0, + "TN": 4730872, + "TP": 0, + "n_pred": 392, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2080, + "IoU": 0.0, + "TN": 4729184, + "TP": 0, + "n_pred": 2080, + "n_ref": 0 + }, + "14": { + "Dice": 0.06771364795918368, + "FN": 1005, + "FP": 115941, + "IoU": 0.035043278077116664, + "TN": 4610071, + "TP": 4247, + "n_pred": 120188, + "n_ref": 5252 + }, + "15": { + "Dice": 0.15870307167235495, + "FN": 0, + "FP": 1972, + "IoU": 0.08619091751621873, + "TN": 4729106, + "TP": 186, + "n_pred": 2158, + "n_ref": 186 + }, + "2": { + "Dice": 0.973987334729835, + "FN": 2546, + "FP": 2831, + "IoU": 0.9492936760906056, + "TN": 4625222, + "TP": 100665, + "n_pred": 103496, + "n_ref": 103211 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 4731262, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "4": { + "Dice": 0.8958366822054332, + "FN": 6477, + "FP": 5187, + "IoU": 0.811326248362207, + "TN": 4669443, + "TP": 50157, + "n_pred": 55344, + "n_ref": 56634 + }, + "5": { + "Dice": 0.9256305039420905, + "FN": 626, + "FP": 987, + "IoU": 0.8615569479014676, + "TN": 4719613, + "TP": 10038, + "n_pred": 11025, + "n_ref": 10664 + }, + "6": { + "Dice": 0.9311178989478853, + "FN": 66668, + "FP": 19183, + "IoU": 0.8711137533609868, + "TN": 4065165, + "TP": 580248, + "n_pred": 599431, + "n_ref": 646916 + }, + "7": { + "Dice": 0.8564746956486967, + "FN": 20277, + "FP": 83812, + "IoU": 0.7489774755221145, + "TN": 4316604, + "TP": 310571, + "n_pred": 394383, + "n_ref": 330848 + }, + "8": { + "Dice": 0.9755417827877376, + "FN": 917, + "FP": 259, + "IoU": 0.9522514109383248, + "TN": 4706635, + "TP": 23453, + "n_pred": 23712, + "n_ref": 24370 + }, + "9": { + "Dice": 0.8777070063694268, + "FN": 2112, + "FP": 2112, + "IoU": 0.7820658342792282, + "TN": 4711882, + "TP": 15158, + "n_pred": 17270, + "n_ref": 17270 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8743362831858407, + "FN": 58, + "FP": 13, + "IoU": 0.7767295597484277, + "TN": 1051074, + "TP": 247, + "n_pred": 260, + "n_ref": 305 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.954920019389239, + "FN": 75, + "FP": 18, + "IoU": 0.9137291280148423, + "TN": 1050314, + "TP": 985, + "n_pred": 1003, + "n_ref": 1060 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9190294291709259, + "FN": 460, + "FP": 2550, + "IoU": 0.8501891300019908, + "TN": 1031300, + "TP": 17082, + "n_pred": 19632, + "n_ref": 17542 + }, + "7": { + "Dice": 0.9683537788837222, + "FN": 6162, + "FP": 909, + "IoU": 0.9386490824693072, + "TN": 936137, + "TP": 108184, + "n_pred": 109093, + "n_ref": 114346 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9769317205367175, + "FN": 1702, + "FP": 392, + "IoU": 0.9549037343326011, + "TN": 1180190, + "TP": 44340, + "n_pred": 44732, + "n_ref": 46042 + }, + "10": { + "Dice": 0.7867104782767433, + "FN": 1514, + "FP": 1407, + "IoU": 0.6484111699566683, + "TN": 1218316, + "TP": 5387, + "n_pred": 6794, + "n_ref": 6901 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8585834251101322, + "FN": 5743, + "FP": 2475, + "IoU": 0.752208653701191, + "TN": 1193459, + "TP": 24947, + "n_pred": 27422, + "n_ref": 30690 + }, + "14": { + "Dice": 0.9233235120801414, + "FN": 1946, + "FP": 1307, + "IoU": 0.8575681947545865, + "TN": 1203785, + "TP": 19586, + "n_pred": 20893, + "n_ref": 21532 + }, + "15": { + "Dice": 0.8381900717528189, + "FN": 789, + "FP": 316, + "IoU": 0.7214519788253088, + "TN": 1222657, + "TP": 2862, + "n_pred": 3178, + "n_ref": 3651 + }, + "2": { + "Dice": 0.9709251101321585, + "FN": 29, + "FP": 136, + "IoU": 0.9434931506849316, + "TN": 1223704, + "TP": 2755, + "n_pred": 2891, + "n_ref": 2784 + }, + "3": { + "Dice": 0.8503937007874016, + "FN": 18, + "FP": 1, + "IoU": 0.7397260273972602, + "TN": 1226551, + "TP": 54, + "n_pred": 55, + "n_ref": 72 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8865718799368089, + "FN": 81, + "FP": 278, + "IoU": 0.7962542565266743, + "TN": 1224862, + "TP": 1403, + "n_pred": 1681, + "n_ref": 1484 + }, + "7": { + "Dice": 0.9284569359808758, + "FN": 36353, + "FP": 5067, + "IoU": 0.866467216444327, + "TN": 916438, + "TP": 268766, + "n_pred": 273833, + "n_ref": 305119 + }, + "8": { + "Dice": 0.935530963032729, + "FN": 960, + "FP": 409, + "IoU": 0.8788709962838436, + "TN": 1215322, + "TP": 9933, + "n_pred": 10342, + "n_ref": 10893 + }, + "9": { + "Dice": 0.8165285166398615, + "FN": 1204, + "FP": 279, + "IoU": 0.6899435500731759, + "TN": 1221841, + "TP": 3300, + "n_pred": 3579, + "n_ref": 4504 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7058189655172413, + "FN": 542, + "FP": 4, + "IoU": 0.5453788509575354, + "TN": 1050191, + "TP": 655, + "n_pred": 659, + "n_ref": 1197 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9098966774716369, + "FN": 1494, + "FP": 2064, + "IoU": 0.8346884727965432, + "TN": 1029869, + "TP": 17965, + "n_pred": 20029, + "n_ref": 19459 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.9395425379833107, + "FN": 4178, + "FP": 3096, + "IoU": 0.8859785249627714, + "TN": 987597, + "TP": 56521, + "n_pred": 59617, + "n_ref": 60699 + }, + "2": { + "Dice": 0.9682961344621267, + "FN": 922, + "FP": 355, + "IoU": 0.9385407642699009, + "TN": 1030614, + "TP": 19501, + "n_pred": 19856, + "n_ref": 20423 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9409097778449449, + "FN": 144, + "FP": 247, + "IoU": 0.8884132420091324, + "TN": 1047888, + "TP": 3113, + "n_pred": 3360, + "n_ref": 3257 + }, + "7": { + "Dice": 0.706303730681047, + "FN": 66773, + "FP": 6370, + "IoU": 0.5459579249253537, + "TN": 890299, + "TP": 87950, + "n_pred": 94320, + "n_ref": 154723 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6044776119402985, + "FN": 106, + "FP": 0, + "IoU": 0.43315508021390375, + "TN": 1051205, + "TP": 81, + "n_pred": 81, + "n_ref": 187 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.6554385979509881, + "FN": 5620.74, + "FP": 4070.1711111111117, + "IoU": 0.5702514726106797, + "TN": 1608324.4400000002, + "TP": 23324.38222222222, + "n_pred": 27394.553333333337, + "n_ref": 28945.122222222224 + }, + "mean": { + "1": { + "Dice": 0.8266758915501999, + "FN": 2952.766666666667, + "FP": 3825.133333333333, + "IoU": 0.755528278489117, + "TN": 1603923.9333333333, + "TP": 30637.9, + "n_pred": 34463.03333333333, + "n_ref": 33590.666666666664 + }, + "10": { + "Dice": 0.7249959884301388, + "FN": 4173.7, + "FP": 2360.0, + "IoU": 0.6229551217869698, + "TN": 1625104.1, + "TP": 9701.933333333332, + "n_pred": 12061.933333333332, + "n_ref": 13875.633333333333 + }, + "11": { + "Dice": 0.3179796405730529, + "FN": 263.76666666666665, + "FP": 138.93333333333334, + "IoU": 0.22274426349577303, + "TN": 1640736.6666666667, + "TP": 200.36666666666667, + "n_pred": 339.3, + "n_ref": 464.1333333333333 + }, + "12": { + "Dice": 0.39826741188602477, + "FN": 502.3666666666667, + "FP": 154.4, + "IoU": 0.2965980804817111, + "TN": 1640184.6, + "TP": 498.3666666666667, + "n_pred": 652.7666666666667, + "n_ref": 1000.7333333333333 + }, + "13": { + "Dice": 0.5540089979939699, + "FN": 3891.633333333333, + "FP": 1662.9, + "IoU": 0.4362825651823513, + "TN": 1630098.5, + "TP": 5686.7, + "n_pred": 7349.6, + "n_ref": 9578.333333333334 + }, + "14": { + "Dice": 0.5452265636076921, + "FN": 7409.2, + "FP": 9959.166666666666, + "IoU": 0.47160868991448496, + "TN": 1599452.6333333333, + "TP": 24518.733333333334, + "n_pred": 34477.9, + "n_ref": 31927.933333333334 + }, + "15": { + "Dice": 0.6619180057257559, + "FN": 3485.4, + "FP": 2562.866666666667, + "IoU": 0.555354244347618, + "TN": 1621350.8666666667, + "TP": 13940.6, + "n_pred": 16503.466666666667, + "n_ref": 17426.0 + }, + "2": { + "Dice": 0.6995049395928165, + "FN": 11027.766666666666, + "FP": 3099.4666666666667, + "IoU": 0.6466699988537412, + "TN": 1608770.0333333334, + "TP": 18442.466666666667, + "n_pred": 21541.933333333334, + "n_ref": 29470.233333333334 + }, + "3": { + "Dice": 0.7452120795363922, + "FN": 8106.466666666666, + "FP": 3088.3, + "IoU": 0.6913334759907082, + "TN": 1597421.6, + "TP": 32723.366666666665, + "n_pred": 35811.666666666664, + "n_ref": 40829.833333333336 + }, + "4": { + "Dice": 0.6750529760742744, + "FN": 1121.2666666666667, + "FP": 2418.5333333333333, + "IoU": 0.5988645118932943, + "TN": 1629283.1333333333, + "TP": 8516.8, + "n_pred": 10935.333333333334, + "n_ref": 9638.066666666668 + }, + "5": { + "Dice": 0.6126239550763226, + "FN": 636.2666666666667, + "FP": 363.76666666666665, + "IoU": 0.4939300529052674, + "TN": 1638875.9333333333, + "TP": 1463.7666666666667, + "n_pred": 1827.5333333333333, + "n_ref": 2100.0333333333333 + }, + "6": { + "Dice": 0.9078923091400773, + "FN": 31975.8, + "FP": 5944.2, + "IoU": 0.8435813683753921, + "TN": 1478979.9666666666, + "TP": 124439.76666666666, + "n_pred": 130383.96666666666, + "n_ref": 156415.56666666668 + }, + "7": { + "Dice": 0.7520429468200321, + "FN": 6597.966666666666, + "FP": 23037.4, + "IoU": 0.66663328580707, + "TN": 1552735.8, + "TP": 58968.566666666666, + "n_pred": 82005.96666666666, + "n_ref": 65566.53333333334 + }, + "8": { + "Dice": 0.7914376992777062, + "FN": 1150.7666666666667, + "FP": 1128.3, + "IoU": 0.7162256402578844, + "TN": 1623757.2333333334, + "TP": 15303.433333333332, + "n_pred": 16431.733333333334, + "n_ref": 16454.2 + }, + "9": { + "Dice": 0.6187395639803678, + "FN": 1015.9666666666667, + "FP": 1309.2, + "IoU": 0.5354625113788103, + "TN": 1634191.6, + "TP": 4822.966666666666, + "n_pred": 6132.166666666667, + "n_ref": 5838.933333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.7761194029850746, + "FN": 21, + "FP": 9, + "IoU": 0.6341463414634146, + "TN": 525614, + "TP": 52, + "n_pred": 61, + "n_ref": 73 + }, + "10": { + "Dice": 0.8443396226415094, + "FN": 284, + "FP": 112, + "IoU": 0.7306122448979592, + "TN": 524226, + "TP": 1074, + "n_pred": 1186, + "n_ref": 1358 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.872040946896993, + "FN": 209, + "FP": 191, + "IoU": 0.7731140102098696, + "TN": 523933, + "TP": 1363, + "n_pred": 1554, + "n_ref": 1572 + }, + "15": { + "Dice": 0.8805740498411009, + "FN": 5453, + "FP": 2852, + "IoU": 0.7866300131027927, + "TN": 486773, + "TP": 30618, + "n_pred": 33470, + "n_ref": 36071 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9218612818261633, + "FN": 87, + "FP": 2, + "IoU": 0.8550488599348535, + "TN": 525082, + "TP": 525, + "n_pred": 527, + "n_ref": 612 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8076365024818634, + "FN": 1294, + "FP": 1225, + "IoU": 0.6773408479569617, + "TN": 517889, + "TP": 5288, + "n_pred": 6513, + "n_ref": 6582 + }, + "6": { + "Dice": 0.9132923800810352, + "FN": 2936, + "FP": 381, + "IoU": 0.8404214375060136, + "TN": 504910, + "TP": 17469, + "n_pred": 17850, + "n_ref": 20405 + }, + "7": { + "Dice": 0.8294823047674759, + "FN": 874, + "FP": 875, + "IoU": 0.7086456771614192, + "TN": 519693, + "TP": 4254, + "n_pred": 5129, + "n_ref": 5128 + }, + "8": { + "Dice": 0.9456018807993397, + "FN": 689, + "FP": 1486, + "IoU": 0.8968167370368614, + "TN": 504617, + "TP": 18904, + "n_pred": 20390, + "n_ref": 19593 + }, + "9": { + "Dice": 0.8820960698689956, + "FN": 221, + "FP": 76, + "IoU": 0.7890625, + "TN": 524288, + "TP": 1111, + "n_pred": 1187, + "n_ref": 1332 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7397713835238471, + "FN": 2234, + "FP": 1067, + "IoU": 0.5870136369323158, + "TN": 1569095, + "TP": 4692, + "n_pred": 5759, + "n_ref": 6926 + }, + "10": { + "Dice": 0.5735504652827488, + "FN": 5469, + "FP": 13595, + "IoU": 0.4020825492409986, + "TN": 1545204, + "TP": 12820, + "n_pred": 26415, + "n_ref": 18289 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.580828133862734, + "FN": 713, + "FP": 26, + "IoU": 0.40927258193445243, + "TN": 1575837, + "TP": 512, + "n_pred": 538, + "n_ref": 1225 + }, + "13": { + "Dice": 0.582941498086386, + "FN": 29295, + "FP": 1217, + "IoU": 0.41137433443938576, + "TN": 1525252, + "TP": 21324, + "n_pred": 22541, + "n_ref": 50619 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.1493855239769882, + "FN": 763, + "FP": 43742, + "IoU": 0.0807221200917109, + "TN": 1528675, + "TP": 3908, + "n_pred": 47650, + "n_ref": 4671 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 43167, + "IoU": 0.0, + "TN": 1533921, + "TP": 0, + "n_pred": 43167, + "n_ref": 0 + }, + "4": { + "Dice": 0.7995832672751568, + "FN": 6534, + "FP": 2315, + "IoU": 0.6660880721482209, + "TN": 1550587, + "TP": 17652, + "n_pred": 19967, + "n_ref": 24186 + }, + "5": { + "Dice": 0.7157333333333333, + "FN": 1894, + "FP": 771, + "IoU": 0.5573089700996677, + "TN": 1571068, + "TP": 3355, + "n_pred": 4126, + "n_ref": 5249 + }, + "6": { + "Dice": 0.9781064242507257, + "FN": 4757, + "FP": 6112, + "IoU": 0.9571509670501226, + "TN": 1323430, + "TP": 242789, + "n_pred": 248901, + "n_ref": 247546 + }, + "7": { + "Dice": 0.8068210387032749, + "FN": 16780, + "FP": 41618, + "IoU": 0.6761944895729946, + "TN": 1396739, + "TP": 121951, + "n_pred": 163569, + "n_ref": 138731 + }, + "8": { + "Dice": 0.9362578882923613, + "FN": 2577, + "FP": 2837, + "IoU": 0.8801549529607083, + "TN": 1531913, + "TP": 39761, + "n_pred": 42598, + "n_ref": 42338 + }, + "9": { + "Dice": 0.7416153888796496, + "FN": 893, + "FP": 3768, + "IoU": 0.5893392070484581, + "TN": 1565738, + "TP": 6689, + "n_pred": 10457, + "n_ref": 7582 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8149345313099217, + "FN": 1060, + "FP": 5696, + "IoU": 0.6876704729323656, + "TN": 1204993, + "TP": 14875, + "n_pred": 20571, + "n_ref": 15935 + }, + "11": { + "Dice": 0.0, + "FN": 380, + "FP": 0, + "IoU": 0.0, + "TN": 1226244, + "TP": 0, + "n_pred": 0, + "n_ref": 380 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8486495176848875, + "FN": 6582, + "FP": 2832, + "IoU": 0.7370905130281789, + "TN": 1190817, + "TP": 26393, + "n_pred": 29225, + "n_ref": 32975 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.943401287553648, + "FN": 165, + "FP": 257, + "IoU": 0.8928662096978929, + "TN": 1222685, + "TP": 3517, + "n_pred": 3774, + "n_ref": 3682 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.5730180806675939, + "FN": 292, + "FP": 15, + "IoU": 0.4015594541910331, + "TN": 1226111, + "TP": 206, + "n_pred": 221, + "n_ref": 498 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8796698523023457, + "FN": 1992, + "FP": 778, + "IoU": 0.7851880573865839, + "TN": 1213729, + "TP": 10125, + "n_pred": 10903, + "n_ref": 12117 + }, + "7": { + "Dice": 0.8892349277235868, + "FN": 7451, + "FP": 3859, + "IoU": 0.8005607575517114, + "TN": 1169915, + "TP": 45399, + "n_pred": 49258, + "n_ref": 52850 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9313734847761764, + "FN": 317, + "FP": 402, + "IoU": 0.8715612718828153, + "TN": 1221026, + "TP": 4879, + "n_pred": 5281, + "n_ref": 5196 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9856117907289288, + "FN": 2623, + "FP": 2184, + "IoU": 0.9716317497786958, + "TN": 706710, + "TP": 164643, + "n_pred": 166827, + "n_ref": 167266 + }, + "7": { + "Dice": 0.8335953878406709, + "FN": 43, + "FP": 1227, + "IoU": 0.7146708604807909, + "TN": 871709, + "TP": 3181, + "n_pred": 4408, + "n_ref": 3224 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5884877461130144, + "FN": 233, + "FP": 10698, + "IoU": 0.4169200405398197, + "TN": 4011589, + "TP": 7816, + "n_pred": 18514, + "n_ref": 8049 + }, + "10": { + "Dice": 0.23422459893048128, + "FN": 608, + "FP": 2256, + "IoU": 0.13264688067837674, + "TN": 4027034, + "TP": 438, + "n_pred": 2694, + "n_ref": 1046 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1676, + "IoU": 0.0, + "TN": 4028660, + "TP": 0, + "n_pred": 1676, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2705, + "FP": 0, + "IoU": 0.0, + "TN": 4027631, + "TP": 0, + "n_pred": 0, + "n_ref": 2705 + }, + "13": { + "Dice": 0.6899415360085038, + "FN": 4487, + "FP": 4847, + "IoU": 0.5266494244130027, + "TN": 4010617, + "TP": 10385, + "n_pred": 15232, + "n_ref": 14872 + }, + "14": { + "Dice": 0.02248899859132104, + "FN": 1429, + "FP": 155397, + "IoU": 0.011372375969236589, + "TN": 3871706, + "TP": 1804, + "n_pred": 157201, + "n_ref": 3233 + }, + "15": { + "Dice": 0.8654202459154455, + "FN": 441, + "FP": 358, + "IoU": 0.7627672209026128, + "TN": 4026968, + "TP": 2569, + "n_pred": 2927, + "n_ref": 3010 + }, + "2": { + "Dice": 0.9161361558235426, + "FN": 3810, + "FP": 5912, + "IoU": 0.8452502228447727, + "TN": 3967512, + "TP": 53102, + "n_pred": 59014, + "n_ref": 56912 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5567, + "IoU": 0.0, + "TN": 4024769, + "TP": 0, + "n_pred": 5567, + "n_ref": 0 + }, + "4": { + "Dice": 0.7506310319227913, + "FN": 2248, + "FP": 4470, + "IoU": 0.6008081288252421, + "TN": 4013507, + "TP": 10111, + "n_pred": 14581, + "n_ref": 12359 + }, + "5": { + "Dice": 0.6695292748505157, + "FN": 5791, + "FP": 2444, + "IoU": 0.5032273632140918, + "TN": 4013759, + "TP": 8342, + "n_pred": 10786, + "n_ref": 14133 + }, + "6": { + "Dice": 0.9116787561826762, + "FN": 3436, + "FP": 15242, + "IoU": 0.8376926953892143, + "TN": 3915258, + "TP": 96400, + "n_pred": 111642, + "n_ref": 99836 + }, + "7": { + "Dice": 0.8552548260772668, + "FN": 18154, + "FP": 22763, + "IoU": 0.7471137206427688, + "TN": 3868536, + "TP": 120883, + "n_pred": 143646, + "n_ref": 139037 + }, + "8": { + "Dice": 0.9009067299310741, + "FN": 4508, + "FP": 6519, + "IoU": 0.8196817817605023, + "TN": 3969183, + "TP": 50126, + "n_pred": 56645, + "n_ref": 54634 + }, + "9": { + "Dice": 0.8352194787379973, + "FN": 3038, + "FP": 2728, + "IoU": 0.7170616811423525, + "TN": 4009957, + "TP": 14613, + "n_pred": 17341, + "n_ref": 17651 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.89219802953647, + "FN": 4005, + "FP": 1258, + "IoU": 0.8053768212410325, + "TN": 1725278, + "TP": 21779, + "n_pred": 23037, + "n_ref": 25784 + }, + "10": { + "Dice": 0.7401379138969995, + "FN": 1574, + "FP": 6792, + "IoU": 0.5874753451676529, + "TN": 1732040, + "TP": 11914, + "n_pred": 18706, + "n_ref": 13488 + }, + "11": { + "Dice": 0.3953068592057762, + "FN": 1300, + "FP": 40, + "IoU": 0.24634420697412823, + "TN": 1750542, + "TP": 438, + "n_pred": 478, + "n_ref": 1738 + }, + "12": { + "Dice": 0.7353815659068385, + "FN": 216, + "FP": 51, + "IoU": 0.5815047021943573, + "TN": 1751682, + "TP": 371, + "n_pred": 422, + "n_ref": 587 + }, + "13": { + "Dice": 0.3856762262968187, + "FN": 39886, + "FP": 7154, + "IoU": 0.23890884380157265, + "TN": 1690514, + "TP": 14766, + "n_pred": 21920, + "n_ref": 54652 + }, + "14": { + "Dice": 0.8331283217675866, + "FN": 5866, + "FP": 8514, + "IoU": 0.7139845257274698, + "TN": 1702043, + "TP": 35897, + "n_pred": 44411, + "n_ref": 41763 + }, + "15": { + "Dice": 0.6319622062407848, + "FN": 10964, + "FP": 1267, + "IoU": 0.4619479148337146, + "TN": 1729588, + "TP": 10501, + "n_pred": 11768, + "n_ref": 21465 + }, + "2": { + "Dice": 0.9148278526659226, + "FN": 1969, + "FP": 3983, + "IoU": 0.8430255558192895, + "TN": 1714403, + "TP": 31965, + "n_pred": 35948, + "n_ref": 33934 + }, + "3": { + "Dice": 0.9006922373634029, + "FN": 1051, + "FP": 1230, + "IoU": 0.8193267326732673, + "TN": 1739695, + "TP": 10344, + "n_pred": 11574, + "n_ref": 11395 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 7289, + "IoU": 0.0, + "TN": 1745031, + "TP": 0, + "n_pred": 7289, + "n_ref": 0 + }, + "5": { + "Dice": 0.45482866043613707, + "FN": 175, + "FP": 0, + "IoU": 0.29435483870967744, + "TN": 1752072, + "TP": 73, + "n_pred": 73, + "n_ref": 248 + }, + "6": { + "Dice": 0.7734878204543381, + "FN": 3408, + "FP": 21420, + "IoU": 0.6306401463871822, + "TN": 1685101, + "TP": 42391, + "n_pred": 63811, + "n_ref": 45799 + }, + "7": { + "Dice": 0.7608609936196143, + "FN": 44644, + "FP": 8728, + "IoU": 0.6140239228221409, + "TN": 1614042, + "TP": 84906, + "n_pred": 93634, + "n_ref": 129550 + }, + "8": { + "Dice": 0.8453947368421053, + "FN": 54, + "FP": 40, + "IoU": 0.7321937321937322, + "TN": 1751969, + "TP": 257, + "n_pred": 297, + "n_ref": 311 + }, + "9": { + "Dice": 0.5287191829831522, + "FN": 11593, + "FP": 2897, + "IoU": 0.35935980192766825, + "TN": 1729702, + "TP": 8128, + "n_pred": 11025, + "n_ref": 19721 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9446491278567728, + "FN": 406, + "FP": 3440, + "IoU": 0.8951043229237693, + "TN": 839495, + "TP": 32819, + "n_pred": 36259, + "n_ref": 33225 + }, + "10": { + "Dice": 0.7498549042367962, + "FN": 425, + "FP": 437, + "IoU": 0.5998142989786444, + "TN": 874006, + "TP": 1292, + "n_pred": 1729, + "n_ref": 1717 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 45, + "IoU": 0.0, + "TN": 876115, + "TP": 0, + "n_pred": 45, + "n_ref": 0 + }, + "14": { + "Dice": 0.9176792947343341, + "FN": 3341, + "FP": 805, + "IoU": 0.8478811227297743, + "TN": 848905, + "TP": 23109, + "n_pred": 23914, + "n_ref": 26450 + }, + "15": { + "Dice": 0.8551897823349524, + "FN": 5444, + "FP": 2606, + "IoU": 0.7470144563167819, + "TN": 844340, + "TP": 23770, + "n_pred": 26376, + "n_ref": 29214 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9631086142322097, + "FN": 186, + "FP": 602, + "IoU": 0.9288423333935344, + "TN": 865086, + "TP": 10286, + "n_pred": 10888, + "n_ref": 10472 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8290182004614202, + "FN": 292, + "FP": 1042, + "IoU": 0.707968476357268, + "TN": 871592, + "TP": 3234, + "n_pred": 4276, + "n_ref": 3526 + }, + "6": { + "Dice": 0.8716655802510671, + "FN": 59110, + "FP": 1922, + "IoU": 0.7725241426606684, + "TN": 607859, + "TP": 207269, + "n_pred": 209191, + "n_ref": 266379 + }, + "7": { + "Dice": 0.19428571428571428, + "FN": 96, + "FP": 1173, + "IoU": 0.10759493670886076, + "TN": 874738, + "TP": 153, + "n_pred": 1326, + "n_ref": 249 + }, + "8": { + "Dice": 0.7168430884184309, + "FN": 3452, + "FP": 186, + "IoU": 0.5586558291884023, + "TN": 867917, + "TP": 4605, + "n_pred": 4791, + "n_ref": 8057 + }, + "9": { + "Dice": 0.6810517627638251, + "FN": 273, + "FP": 7842, + "IoU": 0.5163597353835151, + "TN": 859381, + "TP": 8664, + "n_pred": 16506, + "n_ref": 8937 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8113551357053803, + "FN": 2906, + "FP": 4962, + "IoU": 0.6825883492012264, + "TN": 1201836, + "TP": 16920, + "n_pred": 21882, + "n_ref": 19826 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 40, + "FP": 0, + "IoU": 0.0, + "TN": 1226584, + "TP": 0, + "n_pred": 0, + "n_ref": 40 + }, + "13": { + "Dice": 0.8039492242595204, + "FN": 219, + "FP": 615, + "IoU": 0.6721698113207547, + "TN": 1224080, + "TP": 1710, + "n_pred": 2325, + "n_ref": 1929 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.907861369399831, + "FN": 996, + "FP": 1511, + "IoU": 0.8312693498452013, + "TN": 1211766, + "TP": 12351, + "n_pred": 13862, + "n_ref": 13347 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 1226594, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "6": { + "Dice": 0.9761871726858464, + "FN": 5315, + "FP": 3438, + "IoU": 0.9534820688335707, + "TN": 1038460, + "TP": 179411, + "n_pred": 182849, + "n_ref": 184726 + }, + "7": { + "Dice": 0.9186985586769195, + "FN": 4987, + "FP": 3429, + "IoU": 0.8496229853839832, + "TN": 1170658, + "TP": 47550, + "n_pred": 50979, + "n_ref": 52537 + }, + "8": { + "Dice": 0.41454545454545455, + "FN": 160, + "FP": 1, + "IoU": 0.26146788990825687, + "TN": 1226406, + "TP": 57, + "n_pred": 58, + "n_ref": 217 + }, + "9": { + "Dice": 0.0, + "FN": 4, + "FP": 0, + "IoU": 0.0, + "TN": 1226620, + "TP": 0, + "n_pred": 0, + "n_ref": 4 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8361475821204811, + "FN": 8448, + "FP": 1673, + "IoU": 0.7184309361524551, + "TN": 840215, + "TP": 25824, + "n_pred": 27497, + "n_ref": 34272 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.25146462370437134, + "FN": 1578, + "FP": 83, + "IoU": 0.1438144329896907, + "TN": 874220, + "TP": 279, + "n_pred": 362, + "n_ref": 1857 + }, + "13": { + "Dice": 0.3004115226337449, + "FN": 619, + "FP": 61, + "IoU": 0.17675544794188863, + "TN": 875334, + "TP": 146, + "n_pred": 207, + "n_ref": 765 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.6972477064220184, + "FN": 0, + "FP": 33, + "IoU": 0.5352112676056338, + "TN": 876089, + "TP": 38, + "n_pred": 71, + "n_ref": 38 + }, + "4": { + "Dice": 0.8472248177910671, + "FN": 628, + "FP": 2642, + "IoU": 0.7349436653967739, + "TN": 863823, + "TP": 9067, + "n_pred": 11709, + "n_ref": 9695 + }, + "5": { + "Dice": 0.3798283261802575, + "FN": 153, + "FP": 1003, + "IoU": 0.23443708609271524, + "TN": 874650, + "TP": 354, + "n_pred": 1357, + "n_ref": 507 + }, + "6": { + "Dice": 0.9287072172480375, + "FN": 4591, + "FP": 4972, + "IoU": 0.8669032707028531, + "TN": 804310, + "TP": 62287, + "n_pred": 67259, + "n_ref": 66878 + }, + "7": { + "Dice": 0.8001888970511072, + "FN": 2488, + "FP": 1320, + "IoU": 0.6669290649873174, + "TN": 864727, + "TP": 7625, + "n_pred": 8945, + "n_ref": 10113 + }, + "8": { + "Dice": 0.9310184153481493, + "FN": 1666, + "FP": 1739, + "IoU": 0.8709396202099837, + "TN": 849777, + "TP": 22978, + "n_pred": 24717, + "n_ref": 24644 + }, + "9": { + "Dice": 0.1761006289308176, + "FN": 130, + "FP": 1, + "IoU": 0.09655172413793103, + "TN": 876015, + "TP": 14, + "n_pred": 15, + "n_ref": 144 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8676711662601084, + "FN": 4568, + "FP": 12303, + "IoU": 0.7662713695935275, + "TN": 1154442, + "TP": 55311, + "n_pred": 67614, + "n_ref": 59879 + }, + "10": { + "Dice": 0.7459272408601667, + "FN": 9904, + "FP": 1403, + "IoU": 0.594803798602401, + "TN": 1198719, + "TP": 16598, + "n_pred": 18001, + "n_ref": 26502 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7225614787918798, + "FN": 1395, + "FP": 286, + "IoU": 0.5656330749354005, + "TN": 1222754, + "TP": 2189, + "n_pred": 2475, + "n_ref": 3584 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.13969710565747034, + "FN": 5791, + "FP": 95834, + "IoU": 0.07509374203647748, + "TN": 1116748, + "TP": 8251, + "n_pred": 104085, + "n_ref": 14042 + }, + "15": { + "Dice": 0.8200159856613461, + "FN": 16, + "FP": 7415, + "IoU": 0.6949382158545097, + "TN": 1202265, + "TP": 16928, + "n_pred": 24343, + "n_ref": 16944 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9557569428905298, + "FN": 4083, + "FP": 3035, + "IoU": 0.9152629135367436, + "TN": 1142623, + "TP": 76883, + "n_pred": 79918, + "n_ref": 80966 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8021286889211418, + "FN": 31, + "FP": 378, + "IoU": 0.6696284329563813, + "TN": 1225386, + "TP": 829, + "n_pred": 1207, + "n_ref": 860 + }, + "6": { + "Dice": 0.7560661369980675, + "FN": 6610, + "FP": 206, + "IoU": 0.6078025202831003, + "TN": 1209245, + "TP": 10563, + "n_pred": 10769, + "n_ref": 17173 + }, + "7": { + "Dice": 0.9211436269740289, + "FN": 1718, + "FP": 8818, + "IoU": 0.8538148821333925, + "TN": 1154551, + "TP": 61537, + "n_pred": 70355, + "n_ref": 63255 + }, + "8": { + "Dice": 0.9521262766945218, + "FN": 247, + "FP": 1042, + "IoU": 0.9086269228042816, + "TN": 1212517, + "TP": 12818, + "n_pred": 13860, + "n_ref": 13065 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.3709677419354839, + "FN": 1522, + "FP": 116, + "IoU": 0.22772277227722773, + "TN": 698807, + "TP": 483, + "n_pred": 599, + "n_ref": 2005 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 548, + "IoU": 0.0, + "TN": 700380, + "TP": 0, + "n_pred": 548, + "n_ref": 0 + }, + "2": { + "Dice": 0.9746571328097526, + "FN": 2288, + "FP": 955, + "IoU": 0.9505670385952076, + "TN": 635324, + "TP": 62361, + "n_pred": 63316, + "n_ref": 64649 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9753588222082147, + "FN": 1154, + "FP": 2247, + "IoU": 0.9519028156863855, + "TN": 630217, + "TP": 67310, + "n_pred": 69557, + "n_ref": 68464 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9783583454284928, + "FN": 8568, + "FP": 781, + "IoU": 0.9576335704898717, + "TN": 830722, + "TP": 211321, + "n_pred": 212102, + "n_ref": 219889 + }, + "10": { + "Dice": 0.9177453027139875, + "FN": 195, + "FP": 2, + "IoU": 0.8479938271604939, + "TN": 1050096, + "TP": 1099, + "n_pred": 1101, + "n_ref": 1294 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9300196206671026, + "FN": 199, + "FP": 336, + "IoU": 0.8691931540342298, + "TN": 1047302, + "TP": 3555, + "n_pred": 3891, + "n_ref": 3754 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 1051366, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9511392241657523, + "FN": 590, + "FP": 167, + "IoU": 0.9068307692307692, + "TN": 1043267, + "TP": 7368, + "n_pred": 7535, + "n_ref": 7958 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9299892353041781, + "FN": 1323, + "FP": 5636, + "IoU": 0.8691400740893962, + "TN": 998213, + "TP": 46220, + "n_pred": 51856, + "n_ref": 47543 + }, + "7": { + "Dice": 0.9603348377198861, + "FN": 1782, + "FP": 881, + "IoU": 0.9236962750716332, + "TN": 1016492, + "TP": 32237, + "n_pred": 33118, + "n_ref": 34019 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9153873616565512, + "FN": 462, + "FP": 12, + "IoU": 0.8439763001974984, + "TN": 1398818, + "TP": 2564, + "n_pred": 2576, + "n_ref": 3026 + }, + "11": { + "Dice": 0.6998635743519782, + "FN": 1148, + "FP": 172, + "IoU": 0.5383001049317944, + "TN": 1398997, + "TP": 1539, + "n_pred": 1711, + "n_ref": 2687 + }, + "12": { + "Dice": 0.6382978723404256, + "FN": 37, + "FP": 14, + "IoU": 0.46875, + "TN": 1401760, + "TP": 45, + "n_pred": 59, + "n_ref": 82 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9804505608445659, + "FN": 895, + "FP": 142, + "IoU": 0.9616508265226877, + "TN": 1374815, + "TP": 26004, + "n_pred": 26146, + "n_ref": 26899 + }, + "3": { + "Dice": 0.9783918947190149, + "FN": 2660, + "FP": 1678, + "IoU": 0.9576978585637945, + "TN": 1299308, + "TP": 98210, + "n_pred": 99888, + "n_ref": 100870 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9893814537194171, + "FN": 2061, + "FP": 1931, + "IoU": 0.9789860450915676, + "TN": 1211887, + "TP": 185977, + "n_pred": 187908, + "n_ref": 188038 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 106, + "IoU": 0.0, + "TN": 1401750, + "TP": 0, + "n_pred": 106, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8958187105183997, + "FN": 2187, + "FP": 4047, + "IoU": 0.8112967671630948, + "TN": 1193588, + "TP": 26802, + "n_pred": 30849, + "n_ref": 28989 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8218230639353933, + "FN": 1833, + "FP": 6926, + "IoU": 0.6975378984080942, + "TN": 1197665, + "TP": 20200, + "n_pred": 27126, + "n_ref": 22033 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9663474970157214, + "FN": 1050, + "FP": 1600, + "IoU": 0.9348862351958327, + "TN": 1185926, + "TP": 38048, + "n_pred": 39648, + "n_ref": 39098 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.956704698809962, + "FN": 6442, + "FP": 616, + "IoU": 0.9170027869565729, + "TN": 1141585, + "TP": 77981, + "n_pred": 78597, + "n_ref": 84423 + }, + "7": { + "Dice": 0.867416690401595, + "FN": 5381, + "FP": 2067, + "IoU": 0.7658745127624795, + "TN": 1194812, + "TP": 24364, + "n_pred": 26431, + "n_ref": 29745 + }, + "8": { + "Dice": 0.9440918706557873, + "FN": 29, + "FP": 156, + "IoU": 0.8941041785918717, + "TN": 1224877, + "TP": 1562, + "n_pred": 1718, + "n_ref": 1591 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 218, + "IoU": 0.0, + "TN": 1226406, + "TP": 0, + "n_pred": 218, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9683486373970297, + "FN": 11222, + "FP": 1642, + "IoU": 0.9386394207378151, + "TN": 1542674, + "TP": 196782, + "n_pred": 198424, + "n_ref": 208004 + }, + "10": { + "Dice": 0.8813451327433628, + "FN": 1778, + "FP": 1574, + "IoU": 0.7878615277514082, + "TN": 1736519, + "TP": 12449, + "n_pred": 14023, + "n_ref": 14227 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.686687306501548, + "FN": 1558, + "FP": 466, + "IoU": 0.5228665723715229, + "TN": 1748078, + "TP": 2218, + "n_pred": 2684, + "n_ref": 3776 + }, + "13": { + "Dice": 0.6849298075133873, + "FN": 6758, + "FP": 8481, + "IoU": 0.5208313681099267, + "TN": 1720517, + "TP": 16564, + "n_pred": 25045, + "n_ref": 23322 + }, + "14": { + "Dice": 0.5174467512365827, + "FN": 616, + "FP": 13725, + "IoU": 0.34902405810258735, + "TN": 1730290, + "TP": 7689, + "n_pred": 21414, + "n_ref": 8305 + }, + "15": { + "Dice": 0.8325092306695744, + "FN": 16669, + "FP": 6602, + "IoU": 0.7130756426854078, + "TN": 1671215, + "TP": 57834, + "n_pred": 64436, + "n_ref": 74503 + }, + "2": { + "Dice": 0.9719416386083053, + "FN": 287, + "FP": 288, + "IoU": 0.9454148471615721, + "TN": 1741786, + "TP": 9959, + "n_pred": 10247, + "n_ref": 10246 + }, + "3": { + "Dice": 0.9799508237816619, + "FN": 1941, + "FP": 1818, + "IoU": 0.9606897849912156, + "TN": 1656696, + "TP": 91865, + "n_pred": 93683, + "n_ref": 93806 + }, + "4": { + "Dice": 0.0024266936299292214, + "FN": 9844, + "FP": 22, + "IoU": 0.0012148208139299453, + "TN": 1742442, + "TP": 12, + "n_pred": 34, + "n_ref": 9856 + }, + "5": { + "Dice": 0.8972215392180969, + "FN": 608, + "FP": 228, + "IoU": 0.8136008918617614, + "TN": 1747835, + "TP": 3649, + "n_pred": 3877, + "n_ref": 4257 + }, + "6": { + "Dice": 0.8267433669875558, + "FN": 3595, + "FP": 11163, + "IoU": 0.7046568872701074, + "TN": 1702351, + "TP": 35211, + "n_pred": 46374, + "n_ref": 38806 + }, + "7": { + "Dice": 0.789529527780205, + "FN": 13826, + "FP": 3035, + "IoU": 0.6522501340593161, + "TN": 1703834, + "TP": 31625, + "n_pred": 34660, + "n_ref": 45451 + }, + "8": { + "Dice": 0.9711739154961359, + "FN": 170, + "FP": 341, + "IoU": 0.9439631538545893, + "TN": 1743201, + "TP": 8608, + "n_pred": 8949, + "n_ref": 8778 + }, + "9": { + "Dice": 0.8297453943282964, + "FN": 1265, + "FP": 5315, + "IoU": 0.7090298045458565, + "TN": 1729706, + "TP": 16034, + "n_pred": 21349, + "n_ref": 17299 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 468, + "IoU": 0.0, + "TN": 1401388, + "TP": 0, + "n_pred": 468, + "n_ref": 0 + }, + "11": { + "Dice": 0.4795465746673238, + "FN": 1854, + "FP": 258, + "IoU": 0.3153970826580227, + "TN": 1398771, + "TP": 973, + "n_pred": 1231, + "n_ref": 2827 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 1401832, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "13": { + "Dice": 0.43463497453310695, + "FN": 333, + "FP": 0, + "IoU": 0.27765726681127983, + "TN": 1401395, + "TP": 128, + "n_pred": 128, + "n_ref": 461 + }, + "14": { + "Dice": 0.9270916091181324, + "FN": 240, + "FP": 953, + "IoU": 0.8640920483025746, + "TN": 1393078, + "TP": 7585, + "n_pred": 8538, + "n_ref": 7825 + }, + "15": { + "Dice": 0.8536933597174561, + "FN": 5006, + "FP": 835, + "IoU": 0.7447338519360196, + "TN": 1378974, + "TP": 17041, + "n_pred": 17876, + "n_ref": 22047 + }, + "2": { + "Dice": 0.974761355292143, + "FN": 779, + "FP": 424, + "IoU": 0.950765327003356, + "TN": 1377422, + "TP": 23231, + "n_pred": 23655, + "n_ref": 24010 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9808602766498745, + "FN": 1215, + "FP": 1057, + "IoU": 0.962439451801154, + "TN": 1341367, + "TP": 58217, + "n_pred": 59274, + "n_ref": 59432 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 1401853, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "9": { + "Dice": 0.9565315315315316, + "FN": 254, + "FP": 132, + "IoU": 0.9166846535721994, + "TN": 1397223, + "TP": 4247, + "n_pred": 4379, + "n_ref": 4501 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9181824876647765, + "FN": 307, + "FP": 1915, + "IoU": 0.8487406398910824, + "TN": 2088094, + "TP": 12468, + "n_pred": 14383, + "n_ref": 12775 + }, + "10": { + "Dice": 0.8211791744011314, + "FN": 4902, + "FP": 5213, + "IoU": 0.6966106778644271, + "TN": 2069444, + "TP": 23225, + "n_pred": 28438, + "n_ref": 28127 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 103, + "IoU": 0.0, + "TN": 2102681, + "TP": 0, + "n_pred": 103, + "n_ref": 0 + }, + "12": { + "Dice": 0.7831715210355987, + "FN": 1339, + "FP": 403, + "IoU": 0.6436170212765957, + "TN": 2097896, + "TP": 3146, + "n_pred": 3549, + "n_ref": 4485 + }, + "13": { + "Dice": 0.5523407603447659, + "FN": 7678, + "FP": 4839, + "IoU": 0.3815405899500964, + "TN": 2082545, + "TP": 7722, + "n_pred": 12561, + "n_ref": 15400 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 2102758, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "3": { + "Dice": 0.9746300600366721, + "FN": 2981, + "FP": 1156, + "IoU": 0.9505155379057917, + "TN": 2019182, + "TP": 79465, + "n_pred": 80621, + "n_ref": 82446 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7786576658444762, + "FN": 471, + "FP": 1234, + "IoU": 0.6375425170068028, + "TN": 2098080, + "TP": 2999, + "n_pred": 4233, + "n_ref": 3470 + }, + "6": { + "Dice": 0.8694689312803351, + "FN": 5990, + "FP": 15229, + "IoU": 0.7690800857556399, + "TN": 2010895, + "TP": 70670, + "n_pred": 85899, + "n_ref": 76660 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 31919, + "IoU": 0.0, + "TN": 2070865, + "TP": 0, + "n_pred": 31919, + "n_ref": 0 + }, + "8": { + "Dice": 0.8699971343967905, + "FN": 4355, + "FP": 9255, + "IoU": 0.7699070160608622, + "TN": 2043634, + "TP": 45540, + "n_pred": 54795, + "n_ref": 49895 + }, + "9": { + "Dice": 0.8467083591922471, + "FN": 2055, + "FP": 4367, + "IoU": 0.7341667356569253, + "TN": 2078626, + "TP": 17736, + "n_pred": 22103, + "n_ref": 19791 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4416893488469476, + "FN": 37215, + "FP": 117, + "IoU": 0.2834411409048158, + "TN": 3102077, + "TP": 14767, + "n_pred": 14884, + "n_ref": 51982 + }, + "10": { + "Dice": 0.5505783517758064, + "FN": 8964, + "FP": 5373, + "IoU": 0.37986072061940396, + "TN": 3131057, + "TP": 8782, + "n_pred": 14155, + "n_ref": 17746 + }, + "11": { + "Dice": 0.5476738015213161, + "FN": 1082, + "FP": 1475, + "IoU": 0.3771010962241169, + "TN": 3150071, + "TP": 1548, + "n_pred": 3023, + "n_ref": 2630 + }, + "12": { + "Dice": 0.35617367706919945, + "FN": 768, + "FP": 1130, + "IoU": 0.21667354519191084, + "TN": 3151753, + "TP": 525, + "n_pred": 1655, + "n_ref": 1293 + }, + "13": { + "Dice": 0.37430537853683404, + "FN": 6798, + "FP": 5475, + "IoU": 0.2302433517310587, + "TN": 3138232, + "TP": 3671, + "n_pred": 9146, + "n_ref": 10469 + }, + "14": { + "Dice": 0.058089489568298125, + "FN": 142876, + "FP": 690, + "IoU": 0.029913576993506448, + "TN": 3006183, + "TP": 4427, + "n_pred": 5117, + "n_ref": 147303 + }, + "15": { + "Dice": 0.4407114624505929, + "FN": 6299, + "FP": 2757, + "IoU": 0.2826362484157161, + "TN": 3141552, + "TP": 3568, + "n_pred": 6325, + "n_ref": 9867 + }, + "2": { + "Dice": 0.9159654800431499, + "FN": 771, + "FP": 787, + "IoU": 0.8449596974823366, + "TN": 3144127, + "TP": 8491, + "n_pred": 9278, + "n_ref": 9262 + }, + "3": { + "Dice": 0.8521468026703718, + "FN": 4988, + "FP": 8101, + "IoU": 0.7423830892772791, + "TN": 3103368, + "TP": 37719, + "n_pred": 45820, + "n_ref": 42707 + }, + "4": { + "Dice": 0.6837590361445783, + "FN": 501, + "FP": 12623, + "IoU": 0.5194786174575279, + "TN": 3126864, + "TP": 14188, + "n_pred": 26811, + "n_ref": 14689 + }, + "5": { + "Dice": 0.0, + "FN": 15, + "FP": 0, + "IoU": 0.0, + "TN": 3154161, + "TP": 0, + "n_pred": 0, + "n_ref": 15 + }, + "6": { + "Dice": 0.8982341671486408, + "FN": 3724, + "FP": 18798, + "IoU": 0.8152677641346162, + "TN": 3032259, + "TP": 99395, + "n_pred": 118193, + "n_ref": 103119 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 622, + "IoU": 0.0, + "TN": 3153554, + "TP": 0, + "n_pred": 622, + "n_ref": 0 + }, + "8": { + "Dice": 0.8253706754530478, + "FN": 204, + "FP": 8, + "IoU": 0.7026647966339411, + "TN": 3153463, + "TP": 501, + "n_pred": 509, + "n_ref": 705 + }, + "9": { + "Dice": 0.8358041716945355, + "FN": 2560, + "FP": 1250, + "IoU": 0.7179240393869846, + "TN": 3140669, + "TP": 9697, + "n_pred": 10947, + "n_ref": 12257 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.018135481054899254, + "FN": 22, + "FP": 69711, + "IoU": 0.009150716853517484, + "TN": 3083799, + "TP": 644, + "n_pred": 70355, + "n_ref": 666 + }, + "10": { + "Dice": 0.8068667147373676, + "FN": 1673, + "FP": 5291, + "IoU": 0.6762586583608386, + "TN": 3132665, + "TP": 14547, + "n_pred": 19838, + "n_ref": 16220 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6193258426966292, + "FN": 184, + "FP": 663, + "IoU": 0.4485677083333333, + "TN": 3152640, + "TP": 689, + "n_pred": 1352, + "n_ref": 873 + }, + "13": { + "Dice": 0.6187389510901591, + "FN": 33, + "FP": 2555, + "IoU": 0.44795221843003413, + "TN": 3149488, + "TP": 2100, + "n_pred": 4655, + "n_ref": 2133 + }, + "14": { + "Dice": 0.07068062827225131, + "FN": 52, + "FP": 4208, + "IoU": 0.036635006784260515, + "TN": 3149754, + "TP": 162, + "n_pred": 4370, + "n_ref": 214 + }, + "15": { + "Dice": 0.581151296424275, + "FN": 1442, + "FP": 31286, + "IoU": 0.4095935634008623, + "TN": 3098743, + "TP": 22705, + "n_pred": 53991, + "n_ref": 24147 + }, + "2": { + "Dice": 0.9608904933814681, + "FN": 117, + "FP": 13, + "IoU": 0.9247249565720903, + "TN": 3152449, + "TP": 1597, + "n_pred": 1610, + "n_ref": 1714 + }, + "3": { + "Dice": 0.978729161029825, + "FN": 947, + "FP": 1097, + "IoU": 0.9583443722105607, + "TN": 3105107, + "TP": 47025, + "n_pred": 48122, + "n_ref": 47972 + }, + "4": { + "Dice": 0.16720196485924807, + "FN": 5086, + "FP": 3730, + "IoU": 0.09122770848366148, + "TN": 3144475, + "TP": 885, + "n_pred": 4615, + "n_ref": 5971 + }, + "5": { + "Dice": 0.17272727272727273, + "FN": 2158, + "FP": 26, + "IoU": 0.0945273631840796, + "TN": 3151764, + "TP": 228, + "n_pred": 254, + "n_ref": 2386 + }, + "6": { + "Dice": 0.6153451681108083, + "FN": 751604, + "FP": 10483, + "IoU": 0.4444032938311748, + "TN": 1782521, + "TP": 609568, + "n_pred": 620051, + "n_ref": 1361172 + }, + "7": { + "Dice": 0.16896785029753383, + "FN": 1161, + "FP": 454528, + "IoU": 0.09228011115205721, + "TN": 2652161, + "TP": 46326, + "n_pred": 500854, + "n_ref": 47487 + }, + "8": { + "Dice": 0.9702005372649466, + "FN": 2550, + "FP": 789, + "IoU": 0.9421256976462024, + "TN": 3096482, + "TP": 54355, + "n_pred": 55144, + "n_ref": 56905 + }, + "9": { + "Dice": 0.7992484250082894, + "FN": 1736, + "FP": 3713, + "IoU": 0.6656234658811978, + "TN": 3137880, + "TP": 10847, + "n_pred": 14560, + "n_ref": 12583 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7080745341614907, + "FN": 47, + "FP": 0, + "IoU": 0.5480769230769231, + "TN": 1752216, + "TP": 57, + "n_pred": 57, + "n_ref": 104 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7942564909520063, + "FN": 206, + "FP": 840, + "IoU": 0.6587275693311583, + "TN": 1749255, + "TP": 2019, + "n_pred": 2859, + "n_ref": 2225 + }, + "3": { + "Dice": 0.9583373597095487, + "FN": 4211, + "FP": 1825, + "IoU": 0.9200074214453264, + "TN": 1676863, + "TP": 69421, + "n_pred": 71246, + "n_ref": 73632 + }, + "4": { + "Dice": 0.9123783031988874, + "FN": 14, + "FP": 49, + "IoU": 0.8388746803069054, + "TN": 1751929, + "TP": 328, + "n_pred": 377, + "n_ref": 342 + }, + "5": { + "Dice": 0.7805184208874663, + "FN": 2736, + "FP": 761, + "IoU": 0.6400411734431292, + "TN": 1742605, + "TP": 6218, + "n_pred": 6979, + "n_ref": 8954 + }, + "6": { + "Dice": 0.9845397567842694, + "FN": 1966, + "FP": 4519, + "IoU": 0.9695502737423347, + "TN": 1539346, + "TP": 206489, + "n_pred": 211008, + "n_ref": 208455 + }, + "7": { + "Dice": 0.8738532110091743, + "FN": 100, + "FP": 10, + "IoU": 0.7759674134419552, + "TN": 1751829, + "TP": 381, + "n_pred": 391, + "n_ref": 481 + }, + "8": { + "Dice": 0.9590869753353527, + "FN": 2956, + "FP": 826, + "IoU": 0.9213901186838769, + "TN": 1704209, + "TP": 44329, + "n_pred": 45155, + "n_ref": 47285 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 1.0, + "FN": 0, + "FP": 0, + "IoU": 1.0, + "TN": 1401844, + "TP": 12, + "n_pred": 12, + "n_ref": 12 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 84, + "FP": 0, + "IoU": 0.0, + "TN": 1401772, + "TP": 0, + "n_pred": 0, + "n_ref": 84 + }, + "15": { + "Dice": 0.1566265060240964, + "FN": 140, + "FP": 0, + "IoU": 0.08496732026143791, + "TN": 1401703, + "TP": 13, + "n_pred": 13, + "n_ref": 153 + }, + "2": { + "Dice": 0.2914780047855697, + "FN": 264, + "FP": 18983, + "IoU": 0.1706024304059295, + "TN": 1378650, + "TP": 3959, + "n_pred": 22942, + "n_ref": 4223 + }, + "3": { + "Dice": 0.7476984018576697, + "FN": 36691, + "FP": 251, + "IoU": 0.5970593688986813, + "TN": 1310175, + "TP": 54739, + "n_pred": 54990, + "n_ref": 91430 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9877708938752205, + "FN": 622, + "FP": 813, + "IoU": 0.9758372762632811, + "TN": 1342467, + "TP": 57954, + "n_pred": 58767, + "n_ref": 58576 + }, + "7": { + "Dice": 0.9951977267345489, + "FN": 1144, + "FP": 377, + "IoU": 0.990441356686337, + "TN": 1242733, + "TP": 157602, + "n_pred": 157979, + "n_ref": 158746 + }, + "8": { + "Dice": 0.7092320966350302, + "FN": 172, + "FP": 165, + "IoU": 0.5494652406417112, + "TN": 1401108, + "TP": 411, + "n_pred": 576, + "n_ref": 583 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9312844127025001, + "FN": 15763, + "FP": 2383, + "IoU": 0.8714052866558004, + "TN": 1961674, + "TP": 122964, + "n_pred": 125347, + "n_ref": 138727 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 221, + "IoU": 0.0, + "TN": 2102563, + "TP": 0, + "n_pred": 221, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 10, + "FP": 0, + "IoU": 0.0, + "TN": 2102774, + "TP": 0, + "n_pred": 0, + "n_ref": 10 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 2102781, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "14": { + "Dice": 0.9124523415581612, + "FN": 516, + "FP": 701, + "IoU": 0.8389998677073687, + "TN": 2095225, + "TP": 6342, + "n_pred": 7043, + "n_ref": 6858 + }, + "15": { + "Dice": 0.8251956113126722, + "FN": 7665, + "FP": 333, + "IoU": 0.7024110730763506, + "TN": 2075908, + "TP": 18878, + "n_pred": 19211, + "n_ref": 26543 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 8532, + "IoU": 0.0, + "TN": 2094252, + "TP": 0, + "n_pred": 8532, + "n_ref": 0 + }, + "3": { + "Dice": 0.9363766734506359, + "FN": 13571, + "FP": 1247, + "IoU": 0.8803649281446795, + "TN": 1978924, + "TP": 109042, + "n_pred": 110289, + "n_ref": 122613 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 25240, + "IoU": 0.0, + "TN": 2077544, + "TP": 0, + "n_pred": 25240, + "n_ref": 0 + }, + "5": { + "Dice": 0.7847017919229741, + "FN": 1462, + "FP": 953, + "IoU": 0.6456866197183099, + "TN": 2095968, + "TP": 4401, + "n_pred": 5354, + "n_ref": 5863 + }, + "6": { + "Dice": 0.6813884758705508, + "FN": 562, + "FP": 16795, + "IoU": 0.516746944343904, + "TN": 2066867, + "TP": 18560, + "n_pred": 35355, + "n_ref": 19122 + }, + "7": { + "Dice": 0.8581983476510117, + "FN": 35815, + "FP": 2992, + "IoU": 0.7516177138870577, + "TN": 1946545, + "TP": 117432, + "n_pred": 120424, + "n_ref": 153247 + }, + "8": { + "Dice": 0.9041503551627017, + "FN": 1230, + "FP": 4181, + "IoU": 0.8250678908573645, + "TN": 2071852, + "TP": 25521, + "n_pred": 29702, + "n_ref": 26751 + }, + "9": { + "Dice": 0.9337375487223907, + "FN": 71, + "FP": 235, + "IoU": 0.875710804224208, + "TN": 2100322, + "TP": 2156, + "n_pred": 2391, + "n_ref": 2227 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9710299440605462, + "FN": 1094, + "FP": 1107, + "IoU": 0.9436911584117887, + "TN": 837072, + "TP": 36887, + "n_pred": 37994, + "n_ref": 37981 + }, + "10": { + "Dice": 0.9019252972197086, + "FN": 2201, + "FP": 942, + "IoU": 0.8213697073032111, + "TN": 858565, + "TP": 14452, + "n_pred": 15394, + "n_ref": 16653 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 876146, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "12": { + "Dice": 0.8067908653846154, + "FN": 817, + "FP": 469, + "IoU": 0.6761521027449006, + "TN": 872189, + "TP": 2685, + "n_pred": 3154, + "n_ref": 3502 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 44, + "IoU": 0.0, + "TN": 876116, + "TP": 0, + "n_pred": 44, + "n_ref": 0 + }, + "14": { + "Dice": 0.8153275964897333, + "FN": 5331, + "FP": 3339, + "IoU": 0.6882304289978065, + "TN": 848351, + "TP": 19139, + "n_pred": 22478, + "n_ref": 24470 + }, + "15": { + "Dice": 0.9129959347501673, + "FN": 13164, + "FP": 362, + "IoU": 0.8399195218651991, + "TN": 791665, + "TP": 70969, + "n_pred": 71331, + "n_ref": 84133 + }, + "2": { + "Dice": 0.9704923808684929, + "FN": 610, + "FP": 60, + "IoU": 0.9426762491444216, + "TN": 864472, + "TP": 11018, + "n_pred": 11078, + "n_ref": 11628 + }, + "3": { + "Dice": 0.9747691861203316, + "FN": 810, + "FP": 581, + "IoU": 0.9507802271681823, + "TN": 847899, + "TP": 26870, + "n_pred": 27451, + "n_ref": 27680 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9754857046691224, + "FN": 3458, + "FP": 475, + "IoU": 0.9521445519255338, + "TN": 793975, + "TP": 78252, + "n_pred": 78727, + "n_ref": 81710 + }, + "7": { + "Dice": 0.6951321101309353, + "FN": 13983, + "FP": 290, + "IoU": 0.5327222131281716, + "TN": 845615, + "TP": 16272, + "n_pred": 16562, + "n_ref": 30255 + }, + "8": { + "Dice": 0.979301864881481, + "FN": 479, + "FP": 127, + "IoU": 0.9594431802971489, + "TN": 861218, + "TP": 14336, + "n_pred": 14463, + "n_ref": 14815 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8538953969429082, + "FN": 526, + "FP": 2829, + "IoU": 0.7450414165210122, + "TN": 1563929, + "TP": 9804, + "n_pred": 12633, + "n_ref": 10330 + }, + "10": { + "Dice": 0.8774030466307456, + "FN": 107, + "FP": 1736, + "IoU": 0.7815833135814174, + "TN": 1568650, + "TP": 6595, + "n_pred": 8331, + "n_ref": 6702 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 298, + "IoU": 0.0, + "TN": 1576790, + "TP": 0, + "n_pred": 298, + "n_ref": 0 + }, + "13": { + "Dice": 0.8982541499713795, + "FN": 3290, + "FP": 976, + "IoU": 0.815300688401091, + "TN": 1553991, + "TP": 18831, + "n_pred": 19807, + "n_ref": 22121 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.08663401730178022, + "FN": 204401, + "FP": 3, + "IoU": 0.0452783304841708, + "TN": 1362990, + "TP": 9694, + "n_pred": 9697, + "n_ref": 214095 + }, + "3": { + "Dice": 0.21279222282231308, + "FN": 4496, + "FP": 15910, + "IoU": 0.11906406492833707, + "TN": 1553924, + "TP": 2758, + "n_pred": 18668, + "n_ref": 7254 + }, + "4": { + "Dice": 0.8769461423134587, + "FN": 462, + "FP": 1672, + "IoU": 0.7808584925035942, + "TN": 1567350, + "TP": 7604, + "n_pred": 9276, + "n_ref": 8066 + }, + "5": { + "Dice": 0.7799158147925436, + "FN": 1967, + "FP": 229, + "IoU": 0.6392311483489403, + "TN": 1571001, + "TP": 3891, + "n_pred": 4120, + "n_ref": 5858 + }, + "6": { + "Dice": 0.9840616909575736, + "FN": 1356, + "FP": 1519, + "IoU": 0.9686234707352476, + "TN": 1485459, + "TP": 88754, + "n_pred": 90273, + "n_ref": 90110 + }, + "7": { + "Dice": 0.9457144271873504, + "FN": 2703, + "FP": 586, + "IoU": 0.8970192247479492, + "TN": 1545150, + "TP": 28649, + "n_pred": 29235, + "n_ref": 31352 + }, + "8": { + "Dice": 0.9495171372308432, + "FN": 8611, + "FP": 3156, + "IoU": 0.903886365864018, + "TN": 1454660, + "TP": 110661, + "n_pred": 113817, + "n_ref": 119272 + }, + "9": { + "Dice": 0.9602019686267835, + "FN": 1063, + "FP": 340, + "IoU": 0.9234504583151463, + "TN": 1558760, + "TP": 16925, + "n_pred": 17265, + "n_ref": 17988 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9658472631923959, + "FN": 511, + "FP": 1052, + "IoU": 0.9339503042596349, + "TN": 1378192, + "TP": 22101, + "n_pred": 23153, + "n_ref": 22612 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7272727272727273, + "FN": 2, + "FP": 4, + "IoU": 0.5714285714285714, + "TN": 1401842, + "TP": 8, + "n_pred": 12, + "n_ref": 10 + }, + "14": { + "Dice": 0.6651098901098901, + "FN": 667, + "FP": 4209, + "IoU": 0.4982506688619057, + "TN": 1392138, + "TP": 4842, + "n_pred": 9051, + "n_ref": 5509 + }, + "15": { + "Dice": 0.9510319973790543, + "FN": 6920, + "FP": 2048, + "IoU": 0.906635850667333, + "TN": 1305802, + "TP": 87086, + "n_pred": 89134, + "n_ref": 94006 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.888671290629675, + "FN": 830, + "FP": 3263, + "IoU": 0.7996475598414019, + "TN": 1381427, + "TP": 16336, + "n_pred": 19599, + "n_ref": 17166 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9756630554667931, + "FN": 3439, + "FP": 6005, + "IoU": 0.9524825407048121, + "TN": 1203108, + "TP": 189304, + "n_pred": 195309, + "n_ref": 192743 + }, + "7": { + "Dice": 0.9860977493701194, + "FN": 5077, + "FP": 5920, + "IoU": 0.9725767437221017, + "TN": 1000846, + "TP": 390013, + "n_pred": 395933, + "n_ref": 395090 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9826898275790341, + "FN": 858, + "FP": 3719, + "IoU": 0.9659687421000194, + "TN": 1968290, + "TP": 129917, + "n_pred": 133636, + "n_ref": 130775 + }, + "10": { + "Dice": 0.8601802166649792, + "FN": 847, + "FP": 534, + "IoU": 0.7546633505063066, + "TN": 2097155, + "TP": 4248, + "n_pred": 4782, + "n_ref": 5095 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 82, + "FP": 0, + "IoU": 0.0, + "TN": 2102702, + "TP": 0, + "n_pred": 0, + "n_ref": 82 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.5763188813623243, + "FN": 27540, + "FP": 1669, + "IoU": 0.4048089658685685, + "TN": 2053709, + "TP": 19866, + "n_pred": 21535, + "n_ref": 47406 + }, + "15": { + "Dice": 0.16505148394912175, + "FN": 5267, + "FP": 247, + "IoU": 0.08994883644165703, + "TN": 2096725, + "TP": 545, + "n_pred": 792, + "n_ref": 5812 + }, + "2": { + "Dice": 0.49743413665426267, + "FN": 105171, + "FP": 3143, + "IoU": 0.33105646067762695, + "TN": 1940866, + "TP": 53604, + "n_pred": 56747, + "n_ref": 158775 + }, + "3": { + "Dice": 0.45112253140581043, + "FN": 156139, + "FP": 1503, + "IoU": 0.291257727323817, + "TN": 1880359, + "TP": 64783, + "n_pred": 66286, + "n_ref": 220922 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9591393464423128, + "FN": 6236, + "FP": 2982, + "IoU": 0.9214867938027546, + "TN": 1985377, + "TP": 108189, + "n_pred": 111171, + "n_ref": 114425 + }, + "7": { + "Dice": 0.9330549799803699, + "FN": 3005, + "FP": 1292, + "IoU": 0.8745108346475089, + "TN": 2068542, + "TP": 29945, + "n_pred": 31237, + "n_ref": 32950 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 120, + "IoU": 0.0, + "TN": 2102664, + "TP": 0, + "n_pred": 120, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 673, + "IoU": 0.0, + "TN": 2102111, + "TP": 0, + "n_pred": 673, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9153694757559492, + "FN": 299, + "FP": 174, + "IoU": 0.8439458924447377, + "TN": 1398825, + "TP": 2558, + "n_pred": 2732, + "n_ref": 2857 + }, + "10": { + "Dice": 0.8744564536189824, + "FN": 5738, + "FP": 7283, + "IoU": 0.7769192550840344, + "TN": 1343487, + "TP": 45348, + "n_pred": 52631, + "n_ref": 51086 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5640935466854229, + "FN": 2123, + "FP": 356, + "IoU": 0.3928483957874112, + "TN": 1397773, + "TP": 1604, + "n_pred": 1960, + "n_ref": 3727 + }, + "13": { + "Dice": 0.8357847880781885, + "FN": 1716, + "FP": 1678, + "IoU": 0.7178954367882969, + "TN": 1389825, + "TP": 8637, + "n_pred": 10315, + "n_ref": 10353 + }, + "14": { + "Dice": 0.970982151550202, + "FN": 3115, + "FP": 4336, + "IoU": 0.9436008840983408, + "TN": 1269744, + "TP": 124661, + "n_pred": 128997, + "n_ref": 127776 + }, + "15": { + "Dice": 0.8782968718053568, + "FN": 5610, + "FP": 3914, + "IoU": 0.7830029619503304, + "TN": 1357966, + "TP": 34366, + "n_pred": 38280, + "n_ref": 39976 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9703760069271339, + "FN": 693, + "FP": 436, + "IoU": 0.9424566768603466, + "TN": 1382236, + "TP": 18491, + "n_pred": 18927, + "n_ref": 19184 + }, + "4": { + "Dice": 0.8977936083902246, + "FN": 641, + "FP": 392, + "IoU": 0.8145421903052065, + "TN": 1396286, + "TP": 4537, + "n_pred": 4929, + "n_ref": 5178 + }, + "5": { + "Dice": 0.7690582959641256, + "FN": 37, + "FP": 581, + "IoU": 0.6247723132969034, + "TN": 1400209, + "TP": 1029, + "n_pred": 1610, + "n_ref": 1066 + }, + "6": { + "Dice": 0.9613165233707316, + "FN": 3790, + "FP": 8250, + "IoU": 0.9255144083839596, + "TN": 1240214, + "TP": 149602, + "n_pred": 157852, + "n_ref": 153392 + }, + "7": { + "Dice": 0.9507750763575724, + "FN": 6694, + "FP": 15563, + "IoU": 0.9061689776267585, + "TN": 1164653, + "TP": 214946, + "n_pred": 230509, + "n_ref": 221640 + }, + "8": { + "Dice": 0.8787416004886989, + "FN": 15, + "FP": 779, + "IoU": 0.7837101607191501, + "TN": 1398185, + "TP": 2877, + "n_pred": 3656, + "n_ref": 2892 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.984229294421318, + "FN": 649, + "FP": 408, + "IoU": 0.9689482961222091, + "TN": 1192584, + "TP": 32983, + "n_pred": 33391, + "n_ref": 33632 + }, + "10": { + "Dice": 0.862453531598513, + "FN": 0, + "FP": 37, + "IoU": 0.7581699346405228, + "TN": 1226471, + "TP": 116, + "n_pred": 153, + "n_ref": 116 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9785966581870756, + "FN": 2803, + "FP": 1875, + "IoU": 0.9580903235054335, + "TN": 1115003, + "TP": 106943, + "n_pred": 108818, + "n_ref": 109746 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8948194662480377, + "FN": 204, + "FP": 64, + "IoU": 0.8096590909090909, + "TN": 1225216, + "TP": 1140, + "n_pred": 1204, + "n_ref": 1344 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9318499766837652, + "FN": 548, + "FP": 475, + "IoU": 0.8723961581639017, + "TN": 2094767, + "TP": 6994, + "n_pred": 7469, + "n_ref": 7542 + }, + "11": { + "Dice": 0.6864378540486504, + "FN": 627, + "FP": 314, + "IoU": 0.5225773718924404, + "TN": 2100813, + "TP": 1030, + "n_pred": 1344, + "n_ref": 1657 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7809258652691342, + "FN": 6603, + "FP": 1423, + "IoU": 0.6405893153015987, + "TN": 2080453, + "TP": 14305, + "n_pred": 15728, + "n_ref": 20908 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9768844444774148, + "FN": 3130, + "FP": 3102, + "IoU": 0.9548134022636803, + "TN": 1964867, + "TP": 131685, + "n_pred": 134787, + "n_ref": 134815 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 377, + "IoU": 0.0, + "TN": 2102407, + "TP": 0, + "n_pred": 377, + "n_ref": 0 + }, + "4": { + "Dice": 0.968378985065331, + "FN": 1725, + "FP": 712, + "IoU": 0.938696450582346, + "TN": 2063031, + "TP": 37316, + "n_pred": 38028, + "n_ref": 39041 + }, + "5": { + "Dice": 0.7931034482758621, + "FN": 4, + "FP": 8, + "IoU": 0.6571428571428571, + "TN": 2102749, + "TP": 23, + "n_pred": 31, + "n_ref": 27 + }, + "6": { + "Dice": 0.937441428554742, + "FN": 59412, + "FP": 10213, + "IoU": 0.8822491801836997, + "TN": 1511493, + "TP": 521666, + "n_pred": 531879, + "n_ref": 581078 + }, + "7": { + "Dice": 0.7091400321913084, + "FN": 3001, + "FP": 47597, + "IoU": 0.5493547324076631, + "TN": 1990505, + "TP": 61681, + "n_pred": 109278, + "n_ref": 64682 + }, + "8": { + "Dice": 0.8834224598930481, + "FN": 16, + "FP": 93, + "IoU": 0.7911877394636015, + "TN": 2102262, + "TP": 413, + "n_pred": 506, + "n_ref": 429 + }, + "9": { + "Dice": 0.8178983195823013, + "FN": 5006, + "FP": 5213, + "IoU": 0.691901833092137, + "TN": 2069616, + "TP": 22949, + "n_pred": 28162, + "n_ref": 27955 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0403.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9688851681317148, + "FN": 82, + "FP": 141, + "IoU": 0.9396481732070365, + "TN": 3150481, + "TP": 3472, + "n_pred": 3613, + "n_ref": 3554 + }, + "10": { + "Dice": 0.40223443323582747, + "FN": 64931, + "FP": 666, + "IoU": 0.25174809221257716, + "TN": 3066509, + "TP": 22070, + "n_pred": 22736, + "n_ref": 87001 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4240369799691834, + "FN": 1506, + "FP": 363, + "IoU": 0.2690653109112241, + "TN": 3151619, + "TP": 688, + "n_pred": 1051, + "n_ref": 2194 + }, + "13": { + "Dice": 0.20952380952380953, + "FN": 371, + "FP": 376, + "IoU": 0.11702127659574468, + "TN": 3153330, + "TP": 99, + "n_pred": 475, + "n_ref": 470 + }, + "14": { + "Dice": 0.9703175744174846, + "FN": 24603, + "FP": 4178, + "IoU": 0.9423464461564965, + "TN": 2654970, + "TP": 470425, + "n_pred": 474603, + "n_ref": 495028 + }, + "15": { + "Dice": 0.6021800728618516, + "FN": 14062, + "FP": 13456, + "IoU": 0.4307994621987796, + "TN": 3105831, + "TP": 20827, + "n_pred": 34283, + "n_ref": 34889 + }, + "2": { + "Dice": 0.9709968962244995, + "FN": 5207, + "FP": 1792, + "IoU": 0.9436287341231807, + "TN": 3030017, + "TP": 117160, + "n_pred": 118952, + "n_ref": 122367 + }, + "3": { + "Dice": 0.9620811843482427, + "FN": 4856, + "FP": 1158, + "IoU": 0.9269329834280994, + "TN": 3071868, + "TP": 76294, + "n_pred": 77452, + "n_ref": 81150 + }, + "4": { + "Dice": 0.9575922568676933, + "FN": 2197, + "FP": 4844, + "IoU": 0.9186350189516502, + "TN": 3067640, + "TP": 79495, + "n_pred": 84339, + "n_ref": 81692 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8655108376688734, + "FN": 6547, + "FP": 2940, + "IoU": 0.7629079822062278, + "TN": 3114162, + "TP": 30527, + "n_pred": 33467, + "n_ref": 37074 + }, + "7": { + "Dice": 0.8673612553615615, + "FN": 6828, + "FP": 29569, + "IoU": 0.76578808509543, + "TN": 2998774, + "TP": 119005, + "n_pred": 148574, + "n_ref": 125833 + }, + "8": { + "Dice": 0.7160859896219421, + "FN": 383, + "FP": 0, + "IoU": 0.5577367205542725, + "TN": 3153310, + "TP": 483, + "n_pred": 483, + "n_ref": 866 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2807759/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.6982971671683044, + "FN": 4911.659999999999, + "FP": 4595.656444444444, + "IoU": 0.6133372653056482, + "TN": 1716262.3173333332, + "TP": 26550.366222222226, + "n_pred": 31146.022666666668, + "n_ref": 31462.026222222215 + }, + "mean": { + "1": { + "Dice": 0.8300636544275157, + "FN": 3628.713333333333, + "FP": 3470.4466666666667, + "IoU": 0.7701600575172399, + "TN": 1706583.48, + "TP": 38637.36, + "n_pred": 42107.806666666664, + "n_ref": 42266.073333333334 + }, + "10": { + "Dice": 0.721789796522796, + "FN": 4374.666666666666, + "FP": 2853.573333333333, + "IoU": 0.608594153803932, + "TN": 1733796.6400000001, + "TP": 11295.119999999999, + "n_pred": 14148.693333333333, + "n_ref": 15669.786666666667 + }, + "11": { + "Dice": 0.4465104143585764, + "FN": 190.88, + "FP": 113.71333333333332, + "IoU": 0.33047382888281474, + "TN": 1751791.6066666667, + "TP": 223.8, + "n_pred": 337.5133333333333, + "n_ref": 414.68 + }, + "12": { + "Dice": 0.38771465909272623, + "FN": 238.7133333333333, + "FP": 147.79333333333332, + "IoU": 0.3048149679318971, + "TN": 1751532.2733333334, + "TP": 401.21999999999997, + "n_pred": 549.0133333333333, + "n_ref": 639.9333333333332 + }, + "13": { + "Dice": 0.6106615017598279, + "FN": 4606.373333333332, + "FP": 3816.6333333333337, + "IoU": 0.489556432469628, + "TN": 1734195.6866666668, + "TP": 9701.306666666665, + "n_pred": 13517.940000000002, + "n_ref": 14307.679999999998 + }, + "14": { + "Dice": 0.6453188394967184, + "FN": 4601.793333333333, + "FP": 7327.62, + "IoU": 0.5773766476578024, + "TN": 1713537.64, + "TP": 26852.946666666667, + "n_pred": 34180.566666666666, + "n_ref": 31454.74 + }, + "15": { + "Dice": 0.6446560256232453, + "FN": 2619.393333333333, + "FP": 4400.713333333333, + "IoU": 0.5479270519342603, + "TN": 1731655.8266666667, + "TP": 13644.06666666667, + "n_pred": 18044.78, + "n_ref": 16263.460000000001 + }, + "2": { + "Dice": 0.8052044962451685, + "FN": 4697.446666666667, + "FP": 2120.0000000000005, + "IoU": 0.7509561426740079, + "TN": 1719723.48, + "TP": 25779.073333333334, + "n_pred": 27899.073333333334, + "n_ref": 30476.52 + }, + "3": { + "Dice": 0.7880561737133962, + "FN": 8175.6866666666665, + "FP": 3302.6133333333332, + "IoU": 0.7400785796233235, + "TN": 1715998.6400000001, + "TP": 24843.06, + "n_pred": 28145.673333333332, + "n_ref": 33018.746666666666 + }, + "4": { + "Dice": 0.6673934651084084, + "FN": 1998.2799999999995, + "FP": 1504.7266666666667, + "IoU": 0.5764487354928168, + "TN": 1741472.3866666663, + "TP": 7344.606666666667, + "n_pred": 8849.333333333334, + "n_ref": 9342.886666666667 + }, + "5": { + "Dice": 0.6549950581905619, + "FN": 509.43999999999994, + "FP": 390.84000000000003, + "IoU": 0.5447408375500611, + "TN": 1749634.14, + "TP": 1785.58, + "n_pred": 2176.4199999999996, + "n_ref": 2295.0199999999995 + }, + "6": { + "Dice": 0.8864976318513085, + "FN": 21103.746666666666, + "FP": 21345.586666666666, + "IoU": 0.8207851746107823, + "TN": 1579496.3466666667, + "TP": 130374.31999999998, + "n_pred": 151719.90666666668, + "n_ref": 151478.06666666665 + }, + "7": { + "Dice": 0.7708967366580917, + "FN": 13804.013333333332, + "FP": 15588.793333333335, + "IoU": 0.6835780840698115, + "TN": 1638884.3333333335, + "TP": 84042.86, + "n_pred": 99631.65333333335, + "n_ref": 97846.87333333332 + }, + "8": { + "Dice": 0.8541270190857034, + "FN": 1605.5533333333333, + "FP": 1172.9066666666665, + "IoU": 0.7898434944838819, + "TN": 1734255.2466666668, + "TP": 15286.293333333331, + "n_pred": 16459.2, + "n_ref": 16891.846666666668 + }, + "9": { + "Dice": 0.7605720353905219, + "FN": 1520.2, + "FP": 1378.8866666666668, + "IoU": 0.6647247908824623, + "TN": 1741377.0333333332, + "TP": 8043.88, + "n_pred": 9422.766666666666, + "n_ref": 9564.079999999998 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/loop_003/summary.json b/nnActive_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/loop_003/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..17e5edad32068c4d61cc7f1186063c0e51ed3d71 --- /dev/null +++ b/nnActive_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/loop_003/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.8654046461492902, + "FN": 11617.357333333335, + "FP": 8732.549333333334, + "IoU": 0.787259934497564, + "TN": 96261637.75999999, + "TP": 174973.17333333334, + "n_pred": 183705.7226666667, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.9483444958846574, + "FN": 5445.02, + "FP": 7075.12, + "IoU": 0.9191525645624357, + "TN": 96255597.58, + "TP": 188843.12, + "n_pred": 195918.24, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.8345844769520777, + "FN": 11947.86, + "FP": 10429.88, + "IoU": 0.7309510711230793, + "TN": 96372308.4, + "TP": 62274.7, + "n_pred": 72704.58, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.7562121745233185, + "FN": 958.52, + "FP": 679.38, + "IoU": 0.6202900069777307, + "TN": 96452581.08, + "TP": 2741.86, + "n_pred": 3421.24, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.7705379158170568, + "FN": 1112.94, + "FP": 675.46, + "IoU": 0.640322809289014, + "TN": 96452048.72, + "TP": 3123.72, + "n_pred": 3799.18, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.761059016311835, + "FN": 13856.1, + "FP": 10582.42, + "IoU": 0.641761417986868, + "TN": 96388520.28, + "TP": 44002.04, + "n_pred": 54584.46, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.865431743139886, + "FN": 17778.14, + "FP": 7812.88, + "IoU": 0.7884180611269087, + "TN": 96310789.82, + "TP": 120580.0, + "n_pred": 128392.88, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.8308534951580843, + "FN": 6975.08, + "FP": 8740.4, + "IoU": 0.7394660652407407, + "TN": 96394173.4, + "TP": 47071.96, + "n_pred": 55812.36, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.9595022465444355, + "FN": 6797.18, + "FP": 5794.72, + "IoU": 0.9232918271032928, + "TN": 96294324.42, + "TP": 150044.52, + "n_pred": 155839.24, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.9608293991199619, + "FN": 6391.38, + "FP": 6073.32, + "IoU": 0.9259397034222105, + "TN": 96287484.94, + "TP": 157011.2, + "n_pred": 163084.52, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.7795004712168975, + "FN": 5030.34, + "FP": 3872.18, + "IoU": 0.7023454940201072, + "TN": 96426511.16, + "TP": 21547.16, + "n_pred": 25419.34, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.8054650454338868, + "FN": 4486.08, + "FP": 2944.38, + "IoU": 0.6827468758129592, + "TN": 96436864.3, + "TP": 12666.08, + "n_pred": 15610.46, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.970374463046986, + "FN": 47838.7, + "FP": 32726.42, + "IoU": 0.9434508324094799, + "TN": 95065010.8, + "TP": 1311384.92, + "n_pred": 1344111.34, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.8922834364013587, + "FN": 31265.16, + "FP": 18447.6, + "IoU": 0.8303917449434411, + "TN": 96099588.58, + "TP": 307659.5, + "n_pred": 326107.1, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.9480002658479441, + "FN": 6637.22, + "FP": 7761.4, + "IoU": 0.9018395976950252, + "TN": 96316830.26, + "TP": 125731.96, + "n_pred": 133493.36, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.8980910468409681, + "FN": 7740.64, + "FP": 7372.68, + "IoU": 0.8185309457501664, + "TN": 96371932.66, + "TP": 69914.86, + "n_pred": 77287.54, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9470621599479024, + "FN": 2524, + "FP": 7556, + "IoU": 0.8994473594956407, + "TN": 119493074, + "TP": 90166, + "n_pred": 97722, + "n_ref": 92690 + }, + "10": { + "Dice": 0.8189065015641975, + "FN": 12773, + "FP": 14897, + "IoU": 0.6933460413157195, + "TN": 119503088, + "TP": 62562, + "n_pred": 77459, + "n_ref": 75335 + }, + "11": { + "Dice": 0.7786499215070644, + "FN": 818, + "FP": 733, + "IoU": 0.6375321336760925, + "TN": 119589041, + "TP": 2728, + "n_pred": 3461, + "n_ref": 3546 + }, + "12": { + "Dice": 0.7921009325287987, + "FN": 855, + "FP": 1040, + "IoU": 0.6557674841053588, + "TN": 119587815, + "TP": 3610, + "n_pred": 4650, + "n_ref": 4465 + }, + "13": { + "Dice": 0.6926616881148557, + "FN": 15053, + "FP": 18406, + "IoU": 0.5298258926689431, + "TN": 119522157, + "TP": 37704, + "n_pred": 56110, + "n_ref": 52757 + }, + "14": { + "Dice": 0.429928486217975, + "FN": 179371, + "FP": 1263, + "IoU": 0.2738273272548925, + "TN": 119344572, + "TP": 68114, + "n_pred": 69377, + "n_ref": 247485 + }, + "15": { + "Dice": 0.0973923745544986, + "FN": 23367, + "FP": 152646, + "IoU": 0.051188891105013776, + "TN": 119407811, + "TP": 9496, + "n_pred": 162142, + "n_ref": 32863 + }, + "2": { + "Dice": 0.9587125839411935, + "FN": 5028, + "FP": 6666, + "IoU": 0.9206992893180709, + "TN": 119445856, + "TP": 135770, + "n_pred": 142436, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9595686383683277, + "FN": 6654, + "FP": 7143, + "IoU": 0.9222796176227038, + "TN": 119415799, + "TP": 163724, + "n_pred": 170867, + "n_ref": 170378 + }, + "4": { + "Dice": 0.886007615558876, + "FN": 13367, + "FP": 3188, + "IoU": 0.7953444098303911, + "TN": 119512428, + "TP": 64337, + "n_pred": 67525, + "n_ref": 77704 + }, + "5": { + "Dice": 0.4000622988267054, + "FN": 44999, + "FP": 12781, + "IoU": 0.25004867285352717, + "TN": 119516275, + "TP": 19265, + "n_pred": 32046, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9717399878096877, + "FN": 30065, + "FP": 36932, + "IoU": 0.9450333342631594, + "TN": 118374454, + "TP": 1151869, + "n_pred": 1188801, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 15714, + "IoU": 0.0, + "TN": 119577606, + "TP": 0, + "n_pred": 15714, + "n_ref": 0 + }, + "8": { + "Dice": 0.9241472720735313, + "FN": 21770, + "FP": 21688, + "IoU": 0.8589904994289275, + "TN": 119285128, + "TP": 264734, + "n_pred": 286422, + "n_ref": 286504 + }, + "9": { + "Dice": 0.8825382448335343, + "FN": 10277, + "FP": 7360, + "IoU": 0.7897704245834029, + "TN": 119509426, + "TP": 66257, + "n_pred": 73617, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9623770842240273, + "FN": 8483, + "FP": 5597, + "IoU": 0.9274824886691388, + "TN": 72631500, + "TP": 180080, + "n_pred": 185677, + "n_ref": 188563 + }, + "10": { + "Dice": 0.842803891262842, + "FN": 12831, + "FP": 7917, + "IoU": 0.7283155248271528, + "TN": 72749292, + "TP": 55620, + "n_pred": 63537, + "n_ref": 68451 + }, + "11": { + "Dice": 0.75497249259416, + "FN": 463, + "FP": 695, + "IoU": 0.6063902107409925, + "TN": 72822718, + "TP": 1784, + "n_pred": 2479, + "n_ref": 2247 + }, + "12": { + "Dice": 0.7150819118392163, + "FN": 757, + "FP": 930, + "IoU": 0.5565194532071503, + "TN": 72821856, + "TP": 2117, + "n_pred": 3047, + "n_ref": 2874 + }, + "13": { + "Dice": 0.7912261846604788, + "FN": 9692, + "FP": 11676, + "IoU": 0.6545692623547099, + "TN": 72763801, + "TP": 40491, + "n_pred": 52167, + "n_ref": 50183 + }, + "14": { + "Dice": 0.914468828653794, + "FN": 4404, + "FP": 9155, + "IoU": 0.8424160013016747, + "TN": 72739617, + "TP": 72484, + "n_pred": 81639, + "n_ref": 76888 + }, + "15": { + "Dice": 0.8373749187784275, + "FN": 10263, + "FP": 2251, + "IoU": 0.7202450147545382, + "TN": 72780928, + "TP": 32218, + "n_pred": 34469, + "n_ref": 42481 + }, + "2": { + "Dice": 0.9640030521102949, + "FN": 6977, + "FP": 2647, + "IoU": 0.9305076178785472, + "TN": 72687170, + "TP": 128866, + "n_pred": 131513, + "n_ref": 135843 + }, + "3": { + "Dice": 0.964768479700344, + "FN": 4030, + "FP": 4962, + "IoU": 0.9319349930739012, + "TN": 72693551, + "TP": 123117, + "n_pred": 128079, + "n_ref": 127147 + }, + "4": { + "Dice": 0.876737651582372, + "FN": 3296, + "FP": 3372, + "IoU": 0.7805279441774735, + "TN": 72795278, + "TP": 23714, + "n_pred": 27086, + "n_ref": 27010 + }, + "5": { + "Dice": 0.7973259625891882, + "FN": 2437, + "FP": 716, + "IoU": 0.6629609834313201, + "TN": 72816305, + "TP": 6202, + "n_pred": 6918, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9662534031240576, + "FN": 38345, + "FP": 43341, + "IoU": 0.9347101175898869, + "TN": 71574532, + "TP": 1169442, + "n_pred": 1212783, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.9190827566577882, + "FN": 22528, + "FP": 15568, + "IoU": 0.8502804098267236, + "TN": 72571211, + "TP": 216353, + "n_pred": 231921, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9357472304840726, + "FN": 3923, + "FP": 3530, + "IoU": 0.8792528027995593, + "TN": 72763936, + "TP": 54271, + "n_pred": 57801, + "n_ref": 58194 + }, + "9": { + "Dice": 0.862938867752957, + "FN": 13454, + "FP": 7045, + "IoU": 0.7589203810419852, + "TN": 72740630, + "TP": 64531, + "n_pred": 71576, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9665707455201118, + "FN": 7955, + "FP": 9482, + "IoU": 0.9353042226451916, + "TN": 71539965, + "TP": 252086, + "n_pred": 261568, + "n_ref": 260041 + }, + "10": { + "Dice": 0.8662375518784609, + "FN": 13779, + "FP": 10909, + "IoU": 0.7640379634320013, + "TN": 71704861, + "TP": 79939, + "n_pred": 90848, + "n_ref": 93718 + }, + "11": { + "Dice": 0.6981818181818182, + "FN": 1161, + "FP": 748, + "IoU": 0.5363128491620112, + "TN": 71805371, + "TP": 2208, + "n_pred": 2956, + "n_ref": 3369 + }, + "12": { + "Dice": 0.6431049029717821, + "FN": 3079, + "FP": 728, + "IoU": 0.4739532955644604, + "TN": 71802251, + "TP": 3430, + "n_pred": 4158, + "n_ref": 6509 + }, + "13": { + "Dice": 0.8275602594407139, + "FN": 13311, + "FP": 7772, + "IoU": 0.7058445997795544, + "TN": 71737815, + "TP": 50590, + "n_pred": 58362, + "n_ref": 63901 + }, + "14": { + "Dice": 0.962735284464481, + "FN": 27908, + "FP": 10355, + "IoU": 0.928148109200302, + "TN": 71276962, + "TP": 494263, + "n_pred": 504618, + "n_ref": 522171 + }, + "15": { + "Dice": 0.872358684465293, + "FN": 37840, + "FP": 3955, + "IoU": 0.773613623806996, + "TN": 71624870, + "TP": 142823, + "n_pred": 146778, + "n_ref": 180663 + }, + "2": { + "Dice": 0.9524460913919769, + "FN": 6923, + "FP": 7052, + "IoU": 0.9092096202071125, + "TN": 71655562, + "TP": 139951, + "n_pred": 147003, + "n_ref": 146874 + }, + "3": { + "Dice": 0.9539665473840739, + "FN": 6650, + "FP": 10562, + "IoU": 0.9119847410217993, + "TN": 71613931, + "TP": 178345, + "n_pred": 188907, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7938037445874245, + "FN": 959, + "FP": 5803, + "IoU": 0.6581049651127515, + "TN": 71789710, + "TP": 13016, + "n_pred": 18819, + "n_ref": 13975 + }, + "5": { + "Dice": 0.879743763952247, + "FN": 1279, + "FP": 1199, + "IoU": 0.7853058395425403, + "TN": 71797946, + "TP": 9064, + "n_pred": 10263, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9735833529556893, + "FN": 36737, + "FP": 29005, + "IoU": 0.948526464140307, + "TN": 70532288, + "TP": 1211458, + "n_pred": 1240463, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.9421185894288289, + "FN": 14493, + "FP": 12619, + "IoU": 0.8905710791535323, + "TN": 71561729, + "TP": 220647, + "n_pred": 233266, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9359674389480276, + "FN": 6498, + "FP": 3728, + "IoU": 0.87964172639855, + "TN": 71724525, + "TP": 74737, + "n_pred": 78465, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8646945337620578, + "FN": 14203, + "FP": 8941, + "IoU": 0.7616404214342358, + "TN": 71712391, + "TP": 73953, + "n_pred": 82894, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9709322696590627, + "FN": 4978, + "FP": 7549, + "IoU": 0.9435066721384666, + "TN": 135223767, + "TP": 209216, + "n_pred": 216765, + "n_ref": 214194 + }, + "10": { + "Dice": 0.8559165936443784, + "FN": 13342, + "FP": 10829, + "IoU": 0.7481242966112293, + "TN": 135349546, + "TP": 71793, + "n_pred": 82622, + "n_ref": 85135 + }, + "11": { + "Dice": 0.712431419777867, + "FN": 885, + "FP": 1264, + "IoU": 0.5533153190604864, + "TN": 135440699, + "TP": 2662, + "n_pred": 3926, + "n_ref": 3547 + }, + "12": { + "Dice": 0.7930254476908577, + "FN": 1301, + "FP": 895, + "IoU": 0.6570357644853975, + "TN": 135439107, + "TP": 4207, + "n_pred": 5102, + "n_ref": 5508 + }, + "13": { + "Dice": 0.7916528494954759, + "FN": 7151, + "FP": 10441, + "IoU": 0.6551534872780022, + "TN": 135394496, + "TP": 33422, + "n_pred": 43863, + "n_ref": 40573 + }, + "14": { + "Dice": 0.912264160753715, + "FN": 11425, + "FP": 13886, + "IoU": 0.8386817164963895, + "TN": 135288609, + "TP": 131590, + "n_pred": 145476, + "n_ref": 143015 + }, + "15": { + "Dice": 0.8180320632220416, + "FN": 13310, + "FP": 3591, + "IoU": 0.6920932774640189, + "TN": 135390620, + "TP": 37989, + "n_pred": 41580, + "n_ref": 51299 + }, + "2": { + "Dice": 0.9636285939850169, + "FN": 9972, + "FP": 5093, + "IoU": 0.929810093555481, + "TN": 135230878, + "TP": 199567, + "n_pred": 204660, + "n_ref": 209539 + }, + "3": { + "Dice": 0.9539076515890502, + "FN": 17105, + "FP": 3166, + "IoU": 0.9118770948263495, + "TN": 135215479, + "TP": 209760, + "n_pred": 212926, + "n_ref": 226865 + }, + "4": { + "Dice": 0.860768701209295, + "FN": 3707, + "FP": 7012, + "IoU": 0.755569744373247, + "TN": 135401657, + "TP": 33134, + "n_pred": 40146, + "n_ref": 36841 + }, + "5": { + "Dice": 0.6863058823529412, + "FN": 9814, + "FP": 6851, + "IoU": 0.5224244161054592, + "TN": 135410615, + "TP": 18230, + "n_pred": 25081, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9681162702092634, + "FN": 46317, + "FP": 60129, + "IoU": 0.9382028636168097, + "TN": 133723003, + "TP": 1616061, + "n_pred": 1676190, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.9165536583477559, + "FN": 15470, + "FP": 17943, + "IoU": 0.8459612840170944, + "TN": 135228597, + "TP": 183500, + "n_pred": 201443, + "n_ref": 198970 + }, + "8": { + "Dice": 0.9206941803100372, + "FN": 27233, + "FP": 17971, + "IoU": 0.8530429128738621, + "TN": 135137910, + "TP": 262396, + "n_pred": 280367, + "n_ref": 289629 + }, + "9": { + "Dice": 0.873787033753506, + "FN": 16722, + "FP": 6768, + "IoU": 0.7758630560485487, + "TN": 135340708, + "TP": 81312, + "n_pred": 88080, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9387469958197757, + "FN": 8964, + "FP": 23302, + "IoU": 0.884564747635198, + "TN": 105474489, + "TP": 247250, + "n_pred": 270552, + "n_ref": 256214 + }, + "10": { + "Dice": 0.4351652014499396, + "FN": 34374, + "FP": 33409, + "IoU": 0.2780901868063987, + "TN": 105660111, + "TP": 26111, + "n_pred": 59520, + "n_ref": 60485 + }, + "11": { + "Dice": 0.7144729451413593, + "FN": 561, + "FP": 964, + "IoU": 0.5557821147684241, + "TN": 105750572, + "TP": 1908, + "n_pred": 2872, + "n_ref": 2469 + }, + "12": { + "Dice": 0.7247739602169981, + "FN": 1398, + "FP": 885, + "IoU": 0.5683494044242768, + "TN": 105748716, + "TP": 3006, + "n_pred": 3891, + "n_ref": 4404 + }, + "13": { + "Dice": 0.6239655809888743, + "FN": 34493, + "FP": 21444, + "IoU": 0.4534520157114103, + "TN": 105651659, + "TP": 46409, + "n_pred": 67853, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9560276220852817, + "FN": 11663, + "FP": 5377, + "IoU": 0.9157594993029395, + "TN": 105551727, + "TP": 185238, + "n_pred": 190615, + "n_ref": 196901 + }, + "15": { + "Dice": 0.8783935220330406, + "FN": 3633, + "FP": 3095, + "IoU": 0.7831566055371129, + "TN": 105722978, + "TP": 24299, + "n_pred": 27394, + "n_ref": 27932 + }, + "2": { + "Dice": 0.9419638925583443, + "FN": 8494, + "FP": 9299, + "IoU": 0.8902946562343932, + "TN": 105591816, + "TP": 144396, + "n_pred": 153695, + "n_ref": 152890 + }, + "3": { + "Dice": 0.9525252525252526, + "FN": 7378, + "FP": 8978, + "IoU": 0.9093539054966249, + "TN": 105573567, + "TP": 164082, + "n_pred": 173060, + "n_ref": 171460 + }, + "4": { + "Dice": 0.6764285931281708, + "FN": 18588, + "FP": 2714, + "IoU": 0.5110631656261476, + "TN": 105710437, + "TP": 22266, + "n_pred": 24980, + "n_ref": 40854 + }, + "5": { + "Dice": 0.7789340402801409, + "FN": 2522, + "FP": 3065, + "IoU": 0.6379131561892417, + "TN": 105738575, + "TP": 9843, + "n_pred": 12908, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9640373577546113, + "FN": 62332, + "FP": 47661, + "IoU": 0.9305715461564487, + "TN": 104169741, + "TP": 1474271, + "n_pred": 1521932, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.8913623003081405, + "FN": 17439, + "FP": 43730, + "IoU": 0.8040158660993489, + "TN": 105441893, + "TP": 250943, + "n_pred": 294673, + "n_ref": 268382 + }, + "8": { + "Dice": 0.9112384978330024, + "FN": 3305, + "FP": 13325, + "IoU": 0.8369495945800202, + "TN": 105652012, + "TP": 85363, + "n_pred": 98688, + "n_ref": 88668 + }, + "9": { + "Dice": 0.8460510869125207, + "FN": 12107, + "FP": 10711, + "IoU": 0.7331789798638884, + "TN": 105668487, + "TP": 62700, + "n_pred": 73411, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.968695676140715, + "FN": 7229, + "FP": 8672, + "IoU": 0.9392917819986637, + "TN": 96875955, + "TP": 246024, + "n_pred": 254696, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8375516111182054, + "FN": 14191, + "FP": 23973, + "IoU": 0.7205064922700608, + "TN": 97001333, + "TP": 98383, + "n_pred": 122356, + "n_ref": 112574 + }, + "11": { + "Dice": 0.8074175824175824, + "FN": 622, + "FP": 780, + "IoU": 0.677032941718498, + "TN": 97133539, + "TP": 2939, + "n_pred": 3719, + "n_ref": 3561 + }, + "12": { + "Dice": 0.8457511972379997, + "FN": 721, + "FP": 664, + "IoU": 0.7327286761868005, + "TN": 97132698, + "TP": 3797, + "n_pred": 4461, + "n_ref": 4518 + }, + "13": { + "Dice": 0.762397328446648, + "FN": 8917, + "FP": 16626, + "IoU": 0.6160275393472934, + "TN": 97071357, + "TP": 40980, + "n_pred": 57606, + "n_ref": 49897 + }, + "14": { + "Dice": 0.9572495878281049, + "FN": 11608, + "FP": 10977, + "IoU": 0.9180045163773135, + "TN": 96862438, + "TP": 252857, + "n_pred": 263834, + "n_ref": 264465 + }, + "15": { + "Dice": 0.8171314394926592, + "FN": 3560, + "FP": 4860, + "IoU": 0.6908049353701528, + "TN": 97110648, + "TP": 18812, + "n_pred": 23672, + "n_ref": 22372 + }, + "2": { + "Dice": 0.9425163161711385, + "FN": 8030, + "FP": 7824, + "IoU": 0.891282135681321, + "TN": 96992053, + "TP": 129973, + "n_pred": 137797, + "n_ref": 138003 + }, + "3": { + "Dice": 0.9445713507228377, + "FN": 9395, + "FP": 8100, + "IoU": 0.8949646680235106, + "TN": 96971317, + "TP": 149068, + "n_pred": 157168, + "n_ref": 158463 + }, + "4": { + "Dice": 0.9141382905408987, + "FN": 1630, + "FP": 3229, + "IoU": 0.8418551668022782, + "TN": 97107155, + "TP": 25866, + "n_pred": 29095, + "n_ref": 27496 + }, + "5": { + "Dice": 0.8251246261216351, + "FN": 2219, + "FP": 3043, + "IoU": 0.7023082145281738, + "TN": 97120204, + "TP": 12414, + "n_pred": 15457, + "n_ref": 14633 + }, + "6": { + "Dice": 0.976206872424498, + "FN": 42359, + "FP": 28712, + "IoU": 0.9535196575662745, + "TN": 95608825, + "TP": 1457984, + "n_pred": 1486696, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.9498398187216752, + "FN": 11129, + "FP": 14549, + "IoU": 0.9044713708012306, + "TN": 96869081, + "TP": 243121, + "n_pred": 257670, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9356302042887568, + "FN": 6367, + "FP": 10377, + "IoU": 0.879046181185122, + "TN": 96999447, + "TP": 121689, + "n_pred": 132066, + "n_ref": 128056 + }, + "9": { + "Dice": 0.8412450994284635, + "FN": 6245, + "FP": 17282, + "IoU": 0.7259905429642916, + "TN": 97052018, + "TP": 62335, + "n_pred": 79617, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9703728447722075, + "FN": 3571, + "FP": 6806, + "IoU": 0.9424507112553032, + "TN": 130586477, + "TP": 169938, + "n_pred": 176744, + "n_ref": 173509 + }, + "10": { + "Dice": 0.8828236583123007, + "FN": 9565, + "FP": 8402, + "IoU": 0.7902276707530648, + "TN": 130681142, + "TP": 67683, + "n_pred": 76085, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7872111124416238, + "FN": 762, + "FP": 1015, + "IoU": 0.6490916271721959, + "TN": 130761728, + "TP": 3287, + "n_pred": 4302, + "n_ref": 4049 + }, + "12": { + "Dice": 0.8356185023353925, + "FN": 555, + "FP": 536, + "IoU": 0.7176501035196687, + "TN": 130762928, + "TP": 2773, + "n_pred": 3309, + "n_ref": 3328 + }, + "13": { + "Dice": 0.8525823775111052, + "FN": 9929, + "FP": 7859, + "IoU": 0.7430445208447694, + "TN": 130697566, + "TP": 51438, + "n_pred": 59297, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9583484267266068, + "FN": 4659, + "FP": 8794, + "IoU": 0.9200278205455918, + "TN": 130598571, + "TP": 154768, + "n_pred": 163562, + "n_ref": 159427 + }, + "15": { + "Dice": 0.8705918273879192, + "FN": 3128, + "FP": 4501, + "IoU": 0.7708389654861675, + "TN": 130733501, + "TP": 25662, + "n_pred": 30163, + "n_ref": 28790 + }, + "2": { + "Dice": 0.9525792038992689, + "FN": 6854, + "FP": 9024, + "IoU": 0.9094522539990305, + "TN": 130591437, + "TP": 159477, + "n_pred": 168501, + "n_ref": 166331 + }, + "3": { + "Dice": 0.9498878675410671, + "FN": 9547, + "FP": 6966, + "IoU": 0.9045585115913465, + "TN": 130593775, + "TP": 156504, + "n_pred": 163470, + "n_ref": 166051 + }, + "4": { + "Dice": 0.9077363513083658, + "FN": 2826, + "FP": 2685, + "IoU": 0.8310597467888783, + "TN": 130734171, + "TP": 27110, + "n_pred": 29795, + "n_ref": 29936 + }, + "5": { + "Dice": 0.7767898633786673, + "FN": 6235, + "FP": 8175, + "IoU": 0.6350420423462668, + "TN": 130727308, + "TP": 25074, + "n_pred": 33249, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9676767094495573, + "FN": 27733, + "FP": 59741, + "IoU": 0.937377581526408, + "TN": 129369944, + "TP": 1309374, + "n_pred": 1369115, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.9521187409281674, + "FN": 22788, + "FP": 19733, + "IoU": 0.9086131970443985, + "TN": 130301506, + "TP": 422765, + "n_pred": 442498, + "n_ref": 445553 + }, + "8": { + "Dice": 0.9026865892265431, + "FN": 10375, + "FP": 37025, + "IoU": 0.8226333337075246, + "TN": 130499549, + "TP": 219843, + "n_pred": 256868, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8949791690517315, + "FN": 12127, + "FP": 8972, + "IoU": 0.8099206313456635, + "TN": 130655791, + "TP": 89902, + "n_pred": 98874, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9230308001515783, + "FN": 8417, + "FP": 23675, + "IoU": 0.8570633220351062, + "TN": 72011489, + "TP": 192427, + "n_pred": 216102, + "n_ref": 200844 + }, + "10": { + "Dice": 0.6363285972073792, + "FN": 26342, + "FP": 15174, + "IoU": 0.46662898107583795, + "TN": 72158171, + "TP": 36321, + "n_pred": 51495, + "n_ref": 62663 + }, + "11": { + "Dice": 0.7100196463654224, + "FN": 880, + "FP": 596, + "IoU": 0.5504112092598233, + "TN": 72232725, + "TP": 1807, + "n_pred": 2403, + "n_ref": 2687 + }, + "12": { + "Dice": 0.6988164190380257, + "FN": 1296, + "FP": 1096, + "IoU": 0.537062125024192, + "TN": 72230841, + "TP": 2775, + "n_pred": 3871, + "n_ref": 4071 + }, + "13": { + "Dice": 0.665310106374179, + "FN": 30222, + "FP": 10240, + "IoU": 0.4984754208086467, + "TN": 72155330, + "TP": 40216, + "n_pred": 50456, + "n_ref": 70438 + }, + "14": { + "Dice": 0.6272593139063076, + "FN": 19429, + "FP": 45243, + "IoU": 0.45693940615343276, + "TN": 72116920, + "TP": 54416, + "n_pred": 99659, + "n_ref": 73845 + }, + "15": { + "Dice": 0.7366774825338361, + "FN": 3115, + "FP": 14901, + "IoU": 0.5831270102043178, + "TN": 72192791, + "TP": 25201, + "n_pred": 40102, + "n_ref": 28316 + }, + "2": { + "Dice": 0.9410454438969688, + "FN": 4777, + "FP": 10574, + "IoU": 0.8886551726639056, + "TN": 72098139, + "TP": 122518, + "n_pred": 133092, + "n_ref": 127295 + }, + "3": { + "Dice": 0.9432633287081678, + "FN": 7812, + "FP": 11488, + "IoU": 0.8926190926591518, + "TN": 72056274, + "TP": 160434, + "n_pred": 171922, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 63497, + "IoU": 0.0, + "TN": 72172511, + "TP": 0, + "n_pred": 63497, + "n_ref": 0 + }, + "5": { + "Dice": 0.8261399410988118, + "FN": 92, + "FP": 3332, + "IoU": 0.7037806038584653, + "TN": 72224449, + "TP": 8135, + "n_pred": 11467, + "n_ref": 8227 + }, + "6": { + "Dice": 0.9214311190766815, + "FN": 165834, + "FP": 63702, + "IoU": 0.8543090157467571, + "TN": 70660509, + "TP": 1345963, + "n_pred": 1409665, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.6551266806914845, + "FN": 138711, + "FP": 72437, + "IoU": 0.48712891488421123, + "TN": 71824310, + "TP": 200550, + "n_pred": 272987, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9342814814814815, + "FN": 4515, + "FP": 4357, + "IoU": 0.8766681494661922, + "TN": 72164072, + "TP": 63064, + "n_pred": 67421, + "n_ref": 67579 + }, + "9": { + "Dice": 0.7419703503123115, + "FN": 17013, + "FP": 5666, + "IoU": 0.5897876496762291, + "TN": 72180722, + "TP": 32607, + "n_pred": 38273, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.933609793506973, + "FN": 6818, + "FP": 4869, + "IoU": 0.8754860911347631, + "TN": 52459259, + "TP": 82174, + "n_pred": 87043, + "n_ref": 88992 + }, + "10": { + "Dice": 0.5182460741356701, + "FN": 22878, + "FP": 22311, + "IoU": 0.34975178070364776, + "TN": 52483625, + "TP": 24306, + "n_pred": 46617, + "n_ref": 47184 + }, + "11": { + "Dice": 0.00876765708718948, + "FN": 2033, + "FP": 2, + "IoU": 0.004403131115459882, + "TN": 52551076, + "TP": 9, + "n_pred": 11, + "n_ref": 2042 + }, + "12": { + "Dice": 0.2633832976445396, + "FN": 3328, + "FP": 800, + "IoU": 0.15166461159062886, + "TN": 52548254, + "TP": 738, + "n_pred": 1538, + "n_ref": 4066 + }, + "13": { + "Dice": 0.5177085701295749, + "FN": 10228, + "FP": 10988, + "IoU": 0.3492623378216729, + "TN": 52520517, + "TP": 11387, + "n_pred": 22375, + "n_ref": 21615 + }, + "14": { + "Dice": 0.8680440486053577, + "FN": 5546, + "FP": 9744, + "IoU": 0.7668532044342111, + "TN": 52487539, + "TP": 50291, + "n_pred": 60035, + "n_ref": 55837 + }, + "15": { + "Dice": 0.4125156572238319, + "FN": 8967, + "FP": 37466, + "IoU": 0.25985494540527615, + "TN": 52490385, + "TP": 16302, + "n_pred": 53768, + "n_ref": 25269 + }, + "2": { + "Dice": 0.9442855217241535, + "FN": 8978, + "FP": 5902, + "IoU": 0.8944516165642866, + "TN": 52412142, + "TP": 126098, + "n_pred": 132000, + "n_ref": 135076 + }, + "3": { + "Dice": 0.9490904564610487, + "FN": 9658, + "FP": 4657, + "IoU": 0.9031133671742809, + "TN": 52405370, + "TP": 133435, + "n_pred": 138092, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 21, + "IoU": 0.0, + "TN": 52551219, + "TP": 0, + "n_pred": 21, + "n_ref": 1880 + }, + "5": { + "Dice": 0.8184517643809129, + "FN": 356, + "FP": 2273, + "IoU": 0.6926943308007013, + "TN": 52544565, + "TP": 5926, + "n_pred": 8199, + "n_ref": 6282 + }, + "6": { + "Dice": 0.9450908510797621, + "FN": 47110, + "FP": 37217, + "IoU": 0.8958978619600736, + "TN": 51743079, + "TP": 725714, + "n_pred": 762931, + "n_ref": 772824 + }, + "7": { + "Dice": 0.6167724102421658, + "FN": 102025, + "FP": 11108, + "IoU": 0.44589365828811, + "TN": 52348948, + "TP": 91039, + "n_pred": 102147, + "n_ref": 193064 + }, + "8": { + "Dice": 0.9163120817811049, + "FN": 7633, + "FP": 1847, + "IoU": 0.8455497808696786, + "TN": 52491741, + "TP": 51899, + "n_pred": 53746, + "n_ref": 59532 + }, + "9": { + "Dice": 0.8501867937173608, + "FN": 14028, + "FP": 8549, + "IoU": 0.7394129664469812, + "TN": 52466481, + "TP": 64062, + "n_pred": 72611, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9745888818139032, + "FN": 11097, + "FP": 3589, + "IoU": 0.9504372095534759, + "TN": 143840939, + "TP": 281625, + "n_pred": 285214, + "n_ref": 292722 + }, + "10": { + "Dice": 0.8922358495407194, + "FN": 11344, + "FP": 9656, + "IoU": 0.8054384583314032, + "TN": 144029315, + "TP": 86935, + "n_pred": 96591, + "n_ref": 98279 + }, + "11": { + "Dice": 0.7035096909376637, + "FN": 2590, + "FP": 806, + "IoU": 0.5426262626262627, + "TN": 144129825, + "TP": 4029, + "n_pred": 4835, + "n_ref": 6619 + }, + "12": { + "Dice": 0.715185043876383, + "FN": 1897, + "FP": 1089, + "IoU": 0.5566443949517447, + "TN": 144130515, + "TP": 3749, + "n_pred": 4838, + "n_ref": 5646 + }, + "13": { + "Dice": 0.8792977103803071, + "FN": 16107, + "FP": 8106, + "IoU": 0.7845952654194134, + "TN": 144024843, + "TP": 88194, + "n_pred": 96300, + "n_ref": 104301 + }, + "14": { + "Dice": 0.9642083776851633, + "FN": 14243, + "FP": 15145, + "IoU": 0.9308903035248579, + "TN": 143712013, + "TP": 395849, + "n_pred": 410994, + "n_ref": 410092 + }, + "15": { + "Dice": 0.851629908774531, + "FN": 1988, + "FP": 5217, + "IoU": 0.7415988236559911, + "TN": 144109367, + "TP": 20678, + "n_pred": 25895, + "n_ref": 22666 + }, + "2": { + "Dice": 0.9631671588379908, + "FN": 5615, + "FP": 4513, + "IoU": 0.9289512451771308, + "TN": 143994700, + "TP": 132422, + "n_pred": 136935, + "n_ref": 138037 + }, + "3": { + "Dice": 0.9621595523636269, + "FN": 6800, + "FP": 6367, + "IoU": 0.9270784874061274, + "TN": 143956686, + "TP": 167397, + "n_pred": 173764, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9300517643489637, + "FN": 2120, + "FP": 5258, + "IoU": 0.8692493088537605, + "TN": 144080822, + "TP": 49050, + "n_pred": 54308, + "n_ref": 51170 + }, + "5": { + "Dice": 0.7791363830696879, + "FN": 9352, + "FP": 3563, + "IoU": 0.6381846196946351, + "TN": 144101555, + "TP": 22780, + "n_pred": 26343, + "n_ref": 32132 + }, + "6": { + "Dice": 0.9780639020441102, + "FN": 35092, + "FP": 24275, + "IoU": 0.9570695310601766, + "TN": 142754386, + "TP": 1323497, + "n_pred": 1347772, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.9473404901762204, + "FN": 15210, + "FP": 10788, + "IoU": 0.8999495861057768, + "TN": 143877401, + "TP": 233851, + "n_pred": 244639, + "n_ref": 249061 + }, + "8": { + "Dice": 0.904746071081276, + "FN": 12799, + "FP": 32750, + "IoU": 0.8260605574585572, + "TN": 143875383, + "TP": 216318, + "n_pred": 249068, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8959302963346026, + "FN": 8702, + "FP": 11221, + "IoU": 0.8114798308115934, + "TN": 144031569, + "TP": 85758, + "n_pred": 96979, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9671514455473392, + "FN": 7692, + "FP": 6323, + "IoU": 0.9363923117071732, + "TN": 111558585, + "TP": 206320, + "n_pred": 212643, + "n_ref": 214012 + }, + "10": { + "Dice": 0.716982437528108, + "FN": 14914, + "FP": 9629, + "IoU": 0.5588251154931603, + "TN": 111723289, + "TP": 31088, + "n_pred": 40717, + "n_ref": 46002 + }, + "11": { + "Dice": 0.7706320728677891, + "FN": 1003, + "FP": 659, + "IoU": 0.6268522676246071, + "TN": 111774466, + "TP": 2792, + "n_pred": 3451, + "n_ref": 3795 + }, + "12": { + "Dice": 0.7360916613621897, + "FN": 1769, + "FP": 304, + "IoU": 0.5823932312651088, + "TN": 111773956, + "TP": 2891, + "n_pred": 3195, + "n_ref": 4660 + }, + "13": { + "Dice": 0.7729468599033816, + "FN": 10623, + "FP": 14240, + "IoU": 0.6299212598425197, + "TN": 111711737, + "TP": 42320, + "n_pred": 56560, + "n_ref": 52943 + }, + "14": { + "Dice": 0.8732277221134812, + "FN": 13234, + "FP": 9629, + "IoU": 0.7749815461837508, + "TN": 111677315, + "TP": 78742, + "n_pred": 88371, + "n_ref": 91976 + }, + "15": { + "Dice": 0.7772776527465199, + "FN": 1407, + "FP": 3937, + "IoU": 0.6356943213579658, + "TN": 111764251, + "TP": 9325, + "n_pred": 13262, + "n_ref": 10732 + }, + "2": { + "Dice": 0.9662868748735178, + "FN": 8154, + "FP": 5673, + "IoU": 0.934772763725222, + "TN": 111566938, + "TP": 198155, + "n_pred": 203828, + "n_ref": 206309 + }, + "3": { + "Dice": 0.9392685099773725, + "FN": 3872, + "FP": 3831, + "IoU": 0.8854913037015014, + "TN": 111711650, + "TP": 59567, + "n_pred": 63398, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8764732248793735, + "FN": 2058, + "FP": 2627, + "IoU": 0.7801088895146907, + "TN": 111757614, + "TP": 16621, + "n_pred": 19248, + "n_ref": 18679 + }, + "5": { + "Dice": 0.7998360991600082, + "FN": 4944, + "FP": 5803, + "IoU": 0.6664390576988733, + "TN": 111746701, + "TP": 21472, + "n_pred": 27275, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9729040146073471, + "FN": 25237, + "FP": 42135, + "IoU": 0.9472376763651855, + "TN": 110502024, + "TP": 1209524, + "n_pred": 1251659, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.9328563437557825, + "FN": 19091, + "FP": 12478, + "IoU": 0.8741619165304739, + "TN": 111528050, + "TP": 219301, + "n_pred": 231779, + "n_ref": 238392 + }, + "8": { + "Dice": 0.9141930407220094, + "FN": 29784, + "FP": 16670, + "IoU": 0.8419480395759332, + "TN": 111485004, + "TP": 247462, + "n_pred": 264132, + "n_ref": 277246 + }, + "9": { + "Dice": 0.879085705678566, + "FN": 10304, + "FP": 8962, + "IoU": 0.784257735075755, + "TN": 111689619, + "TP": 70035, + "n_pred": 78997, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9116850632214242, + "FN": 6490, + "FP": 24298, + "IoU": 0.8377033452467554, + "TN": 198898173, + "TP": 158914, + "n_pred": 183212, + "n_ref": 165404 + }, + "10": { + "Dice": 0.8121351792352852, + "FN": 14848, + "FP": 7488, + "IoU": 0.6836932663031934, + "TN": 199017260, + "TP": 48279, + "n_pred": 55767, + "n_ref": 63127 + }, + "11": { + "Dice": 0.7278972140948988, + "FN": 1574, + "FP": 565, + "IoU": 0.5722, + "TN": 199082875, + "TP": 2861, + "n_pred": 3426, + "n_ref": 4435 + }, + "12": { + "Dice": 0.7578947368421053, + "FN": 815, + "FP": 795, + "IoU": 0.6101694915254238, + "TN": 199083745, + "TP": 2520, + "n_pred": 3315, + "n_ref": 3335 + }, + "13": { + "Dice": 0.594837025814871, + "FN": 15766, + "FP": 11245, + "IoU": 0.42332244497107113, + "TN": 199041036, + "TP": 19828, + "n_pred": 31073, + "n_ref": 35594 + }, + "14": { + "Dice": 0.5871510186482699, + "FN": 25160, + "FP": 5480, + "IoU": 0.41557946135652707, + "TN": 199035447, + "TP": 21788, + "n_pred": 27268, + "n_ref": 46948 + }, + "15": { + "Dice": 0.8749448654319173, + "FN": 28473, + "FP": 2998, + "IoU": 0.7776906558164505, + "TN": 198946311, + "TP": 110093, + "n_pred": 113091, + "n_ref": 138566 + }, + "2": { + "Dice": 0.941746479718978, + "FN": 4111, + "FP": 11411, + "IoU": 0.8899063047471789, + "TN": 198946886, + "TP": 125467, + "n_pred": 136878, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9586892877275289, + "FN": 7028, + "FP": 4331, + "IoU": 0.9206563194143698, + "TN": 198944713, + "TP": 131803, + "n_pred": 136134, + "n_ref": 138831 + }, + "4": { + "Dice": 0.8692843088308714, + "FN": 2320, + "FP": 2131, + "IoU": 0.7687912316243312, + "TN": 199068624, + "TP": 14800, + "n_pred": 16931, + "n_ref": 17120 + }, + "5": { + "Dice": 0.7180305096082114, + "FN": 6112, + "FP": 4849, + "IoU": 0.5600995304410643, + "TN": 199062958, + "TP": 13956, + "n_pred": 18805, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9636343409550989, + "FN": 54924, + "FP": 28106, + "IoU": 0.92982079495298, + "TN": 197904761, + "TP": 1100084, + "n_pred": 1128190, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.9179718470956757, + "FN": 14924, + "FP": 10320, + "IoU": 0.8483807418796848, + "TN": 198921379, + "TP": 141252, + "n_pred": 151572, + "n_ref": 156176 + }, + "8": { + "Dice": 0.9111486192267338, + "FN": 8501, + "FP": 12924, + "IoU": 0.8367979646401937, + "TN": 198956596, + "TP": 109854, + "n_pred": 122778, + "n_ref": 118355 + }, + "9": { + "Dice": 0.9171344638026817, + "FN": 8803, + "FP": 8291, + "IoU": 0.8469513832930432, + "TN": 198976185, + "TP": 94596, + "n_pred": 102887, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9474832246788764, + "FN": 10626, + "FP": 8635, + "IoU": 0.9002072431480235, + "TN": 130882182, + "TP": 173749, + "n_pred": 182384, + "n_ref": 184375 + }, + "10": { + "Dice": 0.8386478177754073, + "FN": 12748, + "FP": 14177, + "IoU": 0.722130487729365, + "TN": 130978294, + "TP": 69973, + "n_pred": 84150, + "n_ref": 82721 + }, + "11": { + "Dice": 0.7146710449161487, + "FN": 1024, + "FP": 1409, + "IoU": 0.5560218978102189, + "TN": 131069712, + "TP": 3047, + "n_pred": 4456, + "n_ref": 4071 + }, + "12": { + "Dice": 0.7871815940838126, + "FN": 803, + "FP": 1269, + "IoU": 0.6490514905149052, + "TN": 131069288, + "TP": 3832, + "n_pred": 5101, + "n_ref": 4635 + }, + "13": { + "Dice": 0.7058265191598525, + "FN": 35130, + "FP": 10739, + "IoU": 0.5453878707989336, + "TN": 130974295, + "TP": 55028, + "n_pred": 65767, + "n_ref": 90158 + }, + "14": { + "Dice": 0.914412319349192, + "FN": 2547, + "FP": 7574, + "IoU": 0.8423200959695889, + "TN": 131011005, + "TP": 54066, + "n_pred": 61640, + "n_ref": 56613 + }, + "15": { + "Dice": 0.8599588114151221, + "FN": 1272, + "FP": 7296, + "IoU": 0.7543225806451613, + "TN": 131040317, + "TP": 26307, + "n_pred": 33603, + "n_ref": 27579 + }, + "2": { + "Dice": 0.9353839035111753, + "FN": 6622, + "FP": 14604, + "IoU": 0.8786114605970491, + "TN": 130900332, + "TP": 153634, + "n_pred": 168238, + "n_ref": 160256 + }, + "3": { + "Dice": 0.947143493877979, + "FN": 9445, + "FP": 10715, + "IoU": 0.8995940931842518, + "TN": 130874407, + "TP": 180625, + "n_pred": 191340, + "n_ref": 190070 + }, + "4": { + "Dice": 0.7986492527781326, + "FN": 23059, + "FP": 2163, + "IoU": 0.6647927381949151, + "TN": 130999949, + "TP": 50021, + "n_pred": 52184, + "n_ref": 73080 + }, + "5": { + "Dice": 0.8038814016172506, + "FN": 3515, + "FP": 1942, + "IoU": 0.6720749954930593, + "TN": 131058551, + "TP": 11184, + "n_pred": 13126, + "n_ref": 14699 + }, + "6": { + "Dice": 0.9719516417071423, + "FN": 50181, + "FP": 31647, + "IoU": 0.9454337764043828, + "TN": 129575583, + "TP": 1417781, + "n_pred": 1449428, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.948329623356569, + "FN": 28855, + "FP": 52690, + "IoU": 0.9017365558810452, + "TN": 130245331, + "TP": 748316, + "n_pred": 801006, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9250989961012529, + "FN": 7055, + "FP": 12560, + "IoU": 0.8606364611679113, + "TN": 130934445, + "TP": 121132, + "n_pred": 133692, + "n_ref": 128187 + }, + "9": { + "Dice": 0.7652657621456374, + "FN": 16980, + "FP": 12812, + "IoU": 0.6197817624912259, + "TN": 130996837, + "TP": 48563, + "n_pred": 61375, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9831256224346385, + "FN": 4282, + "FP": 2970, + "IoU": 0.9668112837973896, + "TN": 101398692, + "TP": 211256, + "n_pred": 214226, + "n_ref": 215538 + }, + "10": { + "Dice": 0.8772978693228308, + "FN": 5616, + "FP": 5631, + "IoU": 0.7814164107746725, + "TN": 101565746, + "TP": 40207, + "n_pred": 45838, + "n_ref": 45823 + }, + "11": { + "Dice": 0.8693670361545633, + "FN": 763, + "FP": 498, + "IoU": 0.7689206523730988, + "TN": 101611743, + "TP": 4196, + "n_pred": 4694, + "n_ref": 4959 + }, + "12": { + "Dice": 0.8052237294998987, + "FN": 1513, + "FP": 411, + "IoU": 0.6739535671920014, + "TN": 101611299, + "TP": 3977, + "n_pred": 4388, + "n_ref": 5490 + }, + "13": { + "Dice": 0.9135073377960865, + "FN": 3315, + "FP": 7435, + "IoU": 0.8407855566581258, + "TN": 101549681, + "TP": 56769, + "n_pred": 64204, + "n_ref": 60084 + }, + "14": { + "Dice": 0.9429452582883577, + "FN": 620, + "FP": 6780, + "IoU": 0.8920495988329686, + "TN": 101548650, + "TP": 61150, + "n_pred": 67930, + "n_ref": 61770 + }, + "15": { + "Dice": 0.9168092289525078, + "FN": 2987, + "FP": 2508, + "IoU": 0.8463968245094202, + "TN": 101581426, + "TP": 30279, + "n_pred": 32787, + "n_ref": 33266 + }, + "2": { + "Dice": 0.9676874303731854, + "FN": 3393, + "FP": 7890, + "IoU": 0.9373977018636986, + "TN": 101436967, + "TP": 168950, + "n_pred": 176840, + "n_ref": 172343 + }, + "3": { + "Dice": 0.9670457482553632, + "FN": 8348, + "FP": 2872, + "IoU": 0.9361941698986613, + "TN": 101441354, + "TP": 164626, + "n_pred": 167498, + "n_ref": 172974 + }, + "4": { + "Dice": 0.9284908907483236, + "FN": 567, + "FP": 1843, + "IoU": 0.8665263624280017, + "TN": 101599144, + "TP": 15646, + "n_pred": 17489, + "n_ref": 16213 + }, + "5": { + "Dice": 0.818400883563707, + "FN": 5918, + "FP": 4934, + "IoU": 0.6926214417221357, + "TN": 101581895, + "TP": 24453, + "n_pred": 29387, + "n_ref": 30371 + }, + "6": { + "Dice": 0.9880070470331701, + "FN": 28495, + "FP": 8047, + "IoU": 0.9762983468774749, + "TN": 100075451, + "TP": 1505207, + "n_pred": 1513254, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.9716946394422075, + "FN": 18802, + "FP": 5028, + "IoU": 0.9449475581019268, + "TN": 101184340, + "TP": 409030, + "n_pred": 414058, + "n_ref": 427832 + }, + "8": { + "Dice": 0.963641151417945, + "FN": 10546, + "FP": 6161, + "IoU": 0.9298334768274501, + "TN": 101379095, + "TP": 221398, + "n_pred": 227559, + "n_ref": 231944 + }, + "9": { + "Dice": 0.9439559516812015, + "FN": 2307, + "FP": 7037, + "IoU": 0.8938603964332368, + "TN": 101529165, + "TP": 78691, + "n_pred": 85728, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.977368927083457, + "FN": 5738, + "FP": 3795, + "IoU": 0.9557395163986183, + "TN": 118966828, + "TP": 205851, + "n_pred": 209646, + "n_ref": 211589 + }, + "10": { + "Dice": 0.8898958326647711, + "FN": 11422, + "FP": 5733, + "IoU": 0.801632728576219, + "TN": 119095731, + "TP": 69326, + "n_pred": 75059, + "n_ref": 80748 + }, + "11": { + "Dice": 0.7105401153644467, + "FN": 1328, + "FP": 880, + "IoU": 0.5510370069133794, + "TN": 119177294, + "TP": 2710, + "n_pred": 3590, + "n_ref": 4038 + }, + "12": { + "Dice": 0.7584187408491947, + "FN": 1027, + "FP": 953, + "IoU": 0.6108490566037735, + "TN": 119177124, + "TP": 3108, + "n_pred": 4061, + "n_ref": 4135 + }, + "13": { + "Dice": 0.801200421769811, + "FN": 3441, + "FP": 11265, + "IoU": 0.6683355886332882, + "TN": 119137872, + "TP": 29634, + "n_pred": 40899, + "n_ref": 33075 + }, + "14": { + "Dice": 0.27310563691699397, + "FN": 55368, + "FP": 520, + "IoU": 0.15814843267507192, + "TN": 119115825, + "TP": 10499, + "n_pred": 11019, + "n_ref": 65867 + }, + "15": { + "Dice": 0.8033410717277362, + "FN": 3937, + "FP": 4280, + "IoU": 0.67132, + "TN": 119157212, + "TP": 16783, + "n_pred": 21063, + "n_ref": 20720 + }, + "2": { + "Dice": 0.9542045528244374, + "FN": 9575, + "FP": 8078, + "IoU": 0.9124198765652597, + "TN": 118980648, + "TP": 183911, + "n_pred": 191989, + "n_ref": 193486 + }, + "3": { + "Dice": 0.9673822264839618, + "FN": 9353, + "FP": 3301, + "IoU": 0.9368250782572228, + "TN": 118981911, + "TP": 187647, + "n_pred": 190948, + "n_ref": 197000 + }, + "4": { + "Dice": 0.8793447393743106, + "FN": 5869, + "FP": 4413, + "IoU": 0.7846701570680629, + "TN": 119134462, + "TP": 37468, + "n_pred": 41881, + "n_ref": 43337 + }, + "5": { + "Dice": 0.9005582886518159, + "FN": 1430, + "FP": 2168, + "IoU": 0.8191050779286073, + "TN": 119162322, + "TP": 16292, + "n_pred": 18460, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9736145121626607, + "FN": 52707, + "FP": 38687, + "IoU": 0.9485856178794282, + "TN": 117404616, + "TP": 1686202, + "n_pred": 1724889, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.9571226152865724, + "FN": 15271, + "FP": 10027, + "IoU": 0.9177709952446425, + "TN": 118874559, + "TP": 282355, + "n_pred": 292382, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9685461643778287, + "FN": 1164, + "FP": 4097, + "IoU": 0.939010676899178, + "TN": 119095951, + "TP": 81000, + "n_pred": 85097, + "n_ref": 82164 + }, + "9": { + "Dice": 0.9456028794241151, + "FN": 6705, + "FP": 2363, + "IoU": 0.8968185335214601, + "TN": 119094328, + "TP": 78816, + "n_pred": 81179, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 34766, + "IoU": 0.0, + "TN": 61297714, + "TP": 0, + "n_pred": 34766, + "n_ref": 0 + }, + "10": { + "Dice": 0.8151866706145191, + "FN": 4143, + "FP": 9589, + "IoU": 0.6880296249176454, + "TN": 61288463, + "TP": 30285, + "n_pred": 39874, + "n_ref": 34428 + }, + "11": { + "Dice": 0.8513816280806572, + "FN": 444, + "FP": 750, + "IoU": 0.741222366710013, + "TN": 61327866, + "TP": 3420, + "n_pred": 4170, + "n_ref": 3864 + }, + "12": { + "Dice": 0.8106619455099833, + "FN": 729, + "FP": 1196, + "IoU": 0.6816076744955343, + "TN": 61326434, + "TP": 4121, + "n_pred": 5317, + "n_ref": 4850 + }, + "13": { + "Dice": 0.669697139757188, + "FN": 16896, + "FP": 18418, + "IoU": 0.5034170486823972, + "TN": 61261366, + "TP": 35800, + "n_pred": 54218, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9599688368120644, + "FN": 8121, + "FP": 13768, + "IoU": 0.9230193005655122, + "TN": 61048136, + "TP": 262455, + "n_pred": 276223, + "n_ref": 270576 + }, + "15": { + "Dice": 0.8744693404711537, + "FN": 7079, + "FP": 19090, + "IoU": 0.7769396000613716, + "TN": 61215162, + "TP": 91149, + "n_pred": 110239, + "n_ref": 98228 + }, + "2": { + "Dice": 0.9641725294844747, + "FN": 5326, + "FP": 6239, + "IoU": 0.9308234787445941, + "TN": 61165299, + "TP": 155616, + "n_pred": 161855, + "n_ref": 160942 + }, + "3": { + "Dice": 0.9684859610722776, + "FN": 5195, + "FP": 2839, + "IoU": 0.9388975084420919, + "TN": 61200996, + "TP": 123450, + "n_pred": 126289, + "n_ref": 128645 + }, + "4": { + "Dice": 0.9555574084882849, + "FN": 2079, + "FP": 1652, + "IoU": 0.9148970142104422, + "TN": 61288639, + "TP": 40110, + "n_pred": 41762, + "n_ref": 42189 + }, + "5": { + "Dice": 0.8107645013354835, + "FN": 528, + "FP": 3227, + "IoU": 0.681752690906009, + "TN": 61320681, + "TP": 8044, + "n_pred": 11271, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9782739324589493, + "FN": 29022, + "FP": 23260, + "IoU": 0.9574718347093992, + "TN": 60103130, + "TP": 1177068, + "n_pred": 1200328, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.6328413997551073, + "FN": 106029, + "FP": 7915, + "IoU": 0.46288806554100553, + "TN": 61120338, + "TP": 98198, + "n_pred": 106113, + "n_ref": 204227 + }, + "8": { + "Dice": 0.9498177139180785, + "FN": 2491, + "FP": 5933, + "IoU": 0.9044312844598734, + "TN": 61244334, + "TP": 79722, + "n_pred": 85655, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8812591621016896, + "FN": 6264, + "FP": 9126, + "IoU": 0.7877241379310345, + "TN": 61259980, + "TP": 57110, + "n_pred": 66236, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9817803081345731, + "FN": 2297, + "FP": 4193, + "IoU": 0.9642126507452481, + "TN": 148926151, + "TP": 174859, + "n_pred": 179052, + "n_ref": 177156 + }, + "10": { + "Dice": 0.9003407558954835, + "FN": 6351, + "FP": 8360, + "IoU": 0.8187452255981863, + "TN": 149026338, + "TP": 66451, + "n_pred": 74811, + "n_ref": 72802 + }, + "11": { + "Dice": 0.8182153392330384, + "FN": 385, + "FP": 601, + "IoU": 0.6923556942277691, + "TN": 149104295, + "TP": 2219, + "n_pred": 2820, + "n_ref": 2604 + }, + "12": { + "Dice": 0.7225939269171384, + "FN": 693, + "FP": 385, + "IoU": 0.5656728444802579, + "TN": 149105018, + "TP": 1404, + "n_pred": 1789, + "n_ref": 2097 + }, + "13": { + "Dice": 0.810512274461164, + "FN": 15099, + "FP": 17289, + "IoU": 0.6813960809002911, + "TN": 149005844, + "TP": 69268, + "n_pred": 86557, + "n_ref": 84367 + }, + "14": { + "Dice": 0.9391733406588763, + "FN": 4177, + "FP": 7337, + "IoU": 0.885322151728534, + "TN": 149007097, + "TP": 88889, + "n_pred": 96226, + "n_ref": 93066 + }, + "15": { + "Dice": 0.913563224051116, + "FN": 940, + "FP": 6081, + "IoU": 0.8408802465778261, + "TN": 149063376, + "TP": 37103, + "n_pred": 43184, + "n_ref": 38043 + }, + "2": { + "Dice": 0.9755975559565644, + "FN": 2923, + "FP": 4785, + "IoU": 0.9523577004617125, + "TN": 148945711, + "TP": 154081, + "n_pred": 158866, + "n_ref": 157004 + }, + "3": { + "Dice": 0.8385151433931922, + "FN": 3773, + "FP": 17917, + "IoU": 0.7219337717780085, + "TN": 149029497, + "TP": 56313, + "n_pred": 74230, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9426047306925049, + "FN": 1026, + "FP": 1995, + "IoU": 0.8914402759810263, + "TN": 149079672, + "TP": 24807, + "n_pred": 26802, + "n_ref": 25833 + }, + "5": { + "Dice": 0.684951030551089, + "FN": 14973, + "FP": 2269, + "IoU": 0.5208559121856329, + "TN": 149071515, + "TP": 18743, + "n_pred": 21012, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9771576373738858, + "FN": 22568, + "FP": 28088, + "IoU": 0.9553355170635148, + "TN": 147973355, + "TP": 1083489, + "n_pred": 1111577, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.9565110879540759, + "FN": 13532, + "FP": 10256, + "IoU": 0.9166471027264541, + "TN": 148822111, + "TP": 261601, + "n_pred": 271857, + "n_ref": 275133 + }, + "8": { + "Dice": 0.9644188869386009, + "FN": 8190, + "FP": 8108, + "IoU": 0.9312828080531254, + "TN": 148870325, + "TP": 220877, + "n_pred": 228985, + "n_ref": 229067 + }, + "9": { + "Dice": 0.9180378159936285, + "FN": 9681, + "FP": 4212, + "IoU": 0.8484934404955343, + "TN": 149015801, + "TP": 77806, + "n_pred": 82018, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9836307759829225, + "FN": 13080, + "FP": 3629, + "IoU": 0.9677888239229044, + "TN": 100194067, + "TP": 502024, + "n_pred": 505653, + "n_ref": 515104 + }, + "10": { + "Dice": 0.6540285674663708, + "FN": 14890, + "FP": 10058, + "IoU": 0.4859156380720806, + "TN": 100664271, + "TP": 23581, + "n_pred": 33639, + "n_ref": 38471 + }, + "11": { + "Dice": 0.639963025727931, + "FN": 1404, + "FP": 933, + "IoU": 0.47054825555052104, + "TN": 100708386, + "TP": 2077, + "n_pred": 3010, + "n_ref": 3481 + }, + "12": { + "Dice": 0.6909288430200978, + "FN": 2057, + "FP": 1357, + "IoU": 0.5278008298755187, + "TN": 100705570, + "TP": 3816, + "n_pred": 5173, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0, + "FN": 39155, + "FP": 500, + "IoU": 0.0, + "TN": 100673145, + "TP": 0, + "n_pred": 500, + "n_ref": 39155 + }, + "14": { + "Dice": 0.8303372745980259, + "FN": 34862, + "FP": 13782, + "IoU": 0.7098946188207088, + "TN": 100545123, + "TP": 119033, + "n_pred": 132815, + "n_ref": 153895 + }, + "15": { + "Dice": 0.9249289128352247, + "FN": 4025, + "FP": 10786, + "IoU": 0.8603420963301022, + "TN": 100606748, + "TP": 91241, + "n_pred": 102027, + "n_ref": 95266 + }, + "2": { + "Dice": 0.9464017991004497, + "FN": 13481, + "FP": 11401, + "IoU": 0.8982568480967628, + "TN": 100468243, + "TP": 219675, + "n_pred": 231076, + "n_ref": 233156 + }, + "3": { + "Dice": 0.9460829380246513, + "FN": 11442, + "FP": 12779, + "IoU": 0.8976825332454673, + "TN": 100476076, + "TP": 212503, + "n_pred": 225282, + "n_ref": 223945 + }, + "4": { + "Dice": 0.7717011350184527, + "FN": 2240, + "FP": 30546, + "IoU": 0.628268214698746, + "TN": 100624602, + "TP": 55412, + "n_pred": 85958, + "n_ref": 57652 + }, + "5": { + "Dice": 0.7063956306757586, + "FN": 5544, + "FP": 3541, + "IoU": 0.5460677525731987, + "TN": 100692786, + "TP": 10929, + "n_pred": 14470, + "n_ref": 16473 + }, + "6": { + "Dice": 0.9571298564928247, + "FN": 95558, + "FP": 82038, + "IoU": 0.9177843113563441, + "TN": 98552677, + "TP": 1982527, + "n_pred": 2064565, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.8483331681369148, + "FN": 18239, + "FP": 36847, + "IoU": 0.7366133543713691, + "TN": 100503655, + "TP": 154059, + "n_pred": 190906, + "n_ref": 172298 + }, + "8": { + "Dice": 0.950383495945377, + "FN": 2163, + "FP": 8679, + "IoU": 0.905457843197098, + "TN": 100598121, + "TP": 103837, + "n_pred": 112516, + "n_ref": 106000 + }, + "9": { + "Dice": 0.8345163046989653, + "FN": 11441, + "FP": 24417, + "IoU": 0.7160257222503801, + "TN": 100586528, + "TP": 90414, + "n_pred": 114831, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9728150438568814, + "FN": 753, + "FP": 3555, + "IoU": 0.9470690142402536, + "TN": 78869311, + "TP": 77081, + "n_pred": 80636, + "n_ref": 77834 + }, + "10": { + "Dice": 0.7912398062336323, + "FN": 9788, + "FP": 5597, + "IoU": 0.6545879077703689, + "TN": 78906159, + "TP": 29156, + "n_pred": 34753, + "n_ref": 38944 + }, + "11": { + "Dice": 0.6675824175824175, + "FN": 396, + "FP": 572, + "IoU": 0.5010309278350515, + "TN": 78948760, + "TP": 972, + "n_pred": 1544, + "n_ref": 1368 + }, + "12": { + "Dice": 0.4777470455116922, + "FN": 1610, + "FP": 467, + "IoU": 0.3138420878757846, + "TN": 78947673, + "TP": 950, + "n_pred": 1417, + "n_ref": 2560 + }, + "13": { + "Dice": 0.5992197198084767, + "FN": 32373, + "FP": 3787, + "IoU": 0.4277756678060514, + "TN": 78887508, + "TP": 27032, + "n_pred": 30819, + "n_ref": 59405 + }, + "14": { + "Dice": 0.6584979221113063, + "FN": 11899, + "FP": 4043, + "IoU": 0.4908661216147164, + "TN": 78919388, + "TP": 15370, + "n_pred": 19413, + "n_ref": 27269 + }, + "15": { + "Dice": 0.9350195805855528, + "FN": 3965, + "FP": 3701, + "IoU": 0.8779687997453041, + "TN": 78887880, + "TP": 55154, + "n_pred": 58855, + "n_ref": 59119 + }, + "2": { + "Dice": 0.9648748203768545, + "FN": 4774, + "FP": 2168, + "IoU": 0.9321334649864599, + "TN": 78848411, + "TP": 95347, + "n_pred": 97515, + "n_ref": 100121 + }, + "3": { + "Dice": 0.966694592045368, + "FN": 2173, + "FP": 3512, + "IoU": 0.9355361779813809, + "TN": 78862511, + "TP": 82504, + "n_pred": 86016, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8955111683848798, + "FN": 450, + "FP": 3442, + "IoU": 0.8107924161400097, + "TN": 78930130, + "TP": 16678, + "n_pred": 20120, + "n_ref": 17128 + }, + "5": { + "Dice": 0.6652330003909999, + "FN": 16083, + "FP": 2753, + "IoU": 0.49838885782003145, + "TN": 78913149, + "TP": 18715, + "n_pred": 21468, + "n_ref": 34798 + }, + "6": { + "Dice": 0.9716892649968324, + "FN": 20728, + "FP": 19267, + "IoU": 0.9449373928726311, + "TN": 78224345, + "TP": 686360, + "n_pred": 705627, + "n_ref": 707088 + }, + "7": { + "Dice": 0.9207418590163204, + "FN": 80418, + "FP": 29885, + "IoU": 0.8531247752990021, + "TN": 78199702, + "TP": 640695, + "n_pred": 670580, + "n_ref": 721113 + }, + "8": { + "Dice": 0.9389441090344952, + "FN": 35150, + "FP": 3340, + "IoU": 0.8849148447591255, + "TN": 78616252, + "TP": 295958, + "n_pred": 299298, + "n_ref": 331108 + }, + "9": { + "Dice": 0.7991403731561981, + "FN": 16144, + "FP": 4418, + "IoU": 0.6654735951582988, + "TN": 78889234, + "TP": 40904, + "n_pred": 45322, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9835782899426361, + "FN": 3315, + "FP": 1523, + "IoU": 0.9676872111351553, + "TN": 104854716, + "TP": 144886, + "n_pred": 146409, + "n_ref": 148201 + }, + "10": { + "Dice": 0.9157243684352585, + "FN": 7506, + "FP": 7169, + "IoU": 0.8445494316917894, + "TN": 104910037, + "TP": 79728, + "n_pred": 86897, + "n_ref": 87234 + }, + "11": { + "Dice": 0.8947935368043088, + "FN": 593, + "FP": 286, + "IoU": 0.8096166341780376, + "TN": 104999823, + "TP": 3738, + "n_pred": 4024, + "n_ref": 4331 + }, + "12": { + "Dice": 0.8163306655860602, + "FN": 804, + "FP": 1009, + "IoU": 0.6896610749743238, + "TN": 104998598, + "TP": 4029, + "n_pred": 5038, + "n_ref": 4833 + }, + "13": { + "Dice": 0.9300685001533585, + "FN": 5042, + "FP": 5902, + "IoU": 0.8692785475394171, + "TN": 104920720, + "TP": 72776, + "n_pred": 78678, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9680887178906868, + "FN": 1642, + "FP": 2870, + "IoU": 0.9381511130606426, + "TN": 104931488, + "TP": 68440, + "n_pred": 71310, + "n_ref": 70082 + }, + "15": { + "Dice": 0.924179509702148, + "FN": 1213, + "FP": 2585, + "IoU": 0.8590462052328818, + "TN": 104977495, + "TP": 23147, + "n_pred": 25732, + "n_ref": 24360 + }, + "2": { + "Dice": 0.9779201038915042, + "FN": 5083, + "FP": 2398, + "IoU": 0.9567941876313905, + "TN": 104831292, + "TP": 165667, + "n_pred": 168065, + "n_ref": 170750 + }, + "3": { + "Dice": 0.9834505208333333, + "FN": 2485, + "FP": 2599, + "IoU": 0.9674398944550473, + "TN": 104848298, + "TP": 151058, + "n_pred": 153657, + "n_ref": 153543 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 105004440, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7892013776274537, + "FN": 4530, + "FP": 9119, + "IoU": 0.6518023418964769, + "TN": 104965241, + "TP": 25550, + "n_pred": 34669, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9848534728872171, + "FN": 22794, + "FP": 14519, + "IoU": 0.9701589342853555, + "TN": 103754049, + "TP": 1213078, + "n_pred": 1227597, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.9692715562894302, + "FN": 9085, + "FP": 4928, + "IoU": 0.9403752872095992, + "TN": 104769420, + "TP": 221007, + "n_pred": 225935, + "n_ref": 230092 + }, + "8": { + "Dice": 0.9699917638330168, + "FN": 9917, + "FP": 12126, + "IoU": 0.9417320461850787, + "TN": 104626136, + "TP": 356261, + "n_pred": 368387, + "n_ref": 366178 + }, + "9": { + "Dice": 0.9483005356917661, + "FN": 7078, + "FP": 2351, + "IoU": 0.9016839580835202, + "TN": 104908535, + "TP": 86476, + "n_pred": 88827, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9873149952898036, + "FN": 8328, + "FP": 2202, + "IoU": 0.9749477781320035, + "TN": 177255966, + "TP": 409792, + "n_pred": 411994, + "n_ref": 418120 + }, + "10": { + "Dice": 0.8688434597395753, + "FN": 12609, + "FP": 5310, + "IoU": 0.7681018752183872, + "TN": 177599017, + "TP": 59352, + "n_pred": 64662, + "n_ref": 71961 + }, + "11": { + "Dice": 0.8205364337515828, + "FN": 1179, + "FP": 380, + "IoU": 0.6956861214132344, + "TN": 177671165, + "TP": 3564, + "n_pred": 3944, + "n_ref": 4743 + }, + "12": { + "Dice": 0.8312772822167395, + "FN": 818, + "FP": 960, + "IoU": 0.7112698928223449, + "TN": 177670130, + "TP": 4380, + "n_pred": 5340, + "n_ref": 5198 + }, + "13": { + "Dice": 0.9254784817146566, + "FN": 3656, + "FP": 8169, + "IoU": 0.861293576690283, + "TN": 177591036, + "TP": 73427, + "n_pred": 81596, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9589466136496969, + "FN": 2689, + "FP": 3609, + "IoU": 0.9211310641921506, + "TN": 177596434, + "TP": 73556, + "n_pred": 77165, + "n_ref": 76245 + }, + "15": { + "Dice": 0.8760313658047213, + "FN": 1775, + "FP": 4280, + "IoU": 0.7794090859412001, + "TN": 177648839, + "TP": 21394, + "n_pred": 25674, + "n_ref": 23169 + }, + "2": { + "Dice": 0.9793250356993058, + "FN": 6564, + "FP": 2210, + "IoU": 0.9594876625295509, + "TN": 177459712, + "TP": 207802, + "n_pred": 210012, + "n_ref": 214366 + }, + "3": { + "Dice": 0.983899568725417, + "FN": 4801, + "FP": 1818, + "IoU": 0.9683093702570584, + "TN": 177467425, + "TP": 202244, + "n_pred": 204062, + "n_ref": 207045 + }, + "4": { + "Dice": 0.9286194419416198, + "FN": 1968, + "FP": 3023, + "IoU": 0.8667503203759077, + "TN": 177638832, + "TP": 32465, + "n_pred": 35488, + "n_ref": 34433 + }, + "5": { + "Dice": 0.7637237834701153, + "FN": 8149, + "FP": 6102, + "IoU": 0.6177614462355497, + "TN": 177639005, + "TP": 23032, + "n_pred": 29134, + "n_ref": 31181 + }, + "6": { + "Dice": 0.9617241708480594, + "FN": 97898, + "FP": 38029, + "IoU": 0.9262704031486427, + "TN": 175832700, + "TP": 1707661, + "n_pred": 1745690, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.8837405598611857, + "FN": 11162, + "FP": 82774, + "IoU": 0.7916981734562413, + "TN": 177225327, + "TP": 357025, + "n_pred": 439799, + "n_ref": 368187 + }, + "8": { + "Dice": 0.9596825239837801, + "FN": 5378, + "FP": 10928, + "IoU": 0.922490053381375, + "TN": 177465915, + "TP": 194067, + "n_pred": 204995, + "n_ref": 199445 + }, + "9": { + "Dice": 0.9614359681406615, + "FN": 5521, + "FP": 4884, + "IoU": 0.9257358609073001, + "TN": 177536180, + "TP": 129703, + "n_pred": 134587, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9789785284702037, + "FN": 4343, + "FP": 3504, + "IoU": 0.9588226651133991, + "TN": 193814969, + "TP": 182719, + "n_pred": 186223, + "n_ref": 187062 + }, + "10": { + "Dice": 0.9300578975515613, + "FN": 7048, + "FP": 4984, + "IoU": 0.8692600239052483, + "TN": 193913505, + "TP": 79998, + "n_pred": 84982, + "n_ref": 87046 + }, + "11": { + "Dice": 0.8577319587628865, + "FN": 616, + "FP": 212, + "IoU": 0.7509025270758123, + "TN": 194002211, + "TP": 2496, + "n_pred": 2708, + "n_ref": 3112 + }, + "12": { + "Dice": 0.8162794053976042, + "FN": 1122, + "FP": 151, + "IoU": 0.6895879053889296, + "TN": 194001434, + "TP": 2828, + "n_pred": 2979, + "n_ref": 3950 + }, + "13": { + "Dice": 0.8579566976257935, + "FN": 10251, + "FP": 8499, + "IoU": 0.7512470812990872, + "TN": 193930159, + "TP": 56626, + "n_pred": 65125, + "n_ref": 66877 + }, + "14": { + "Dice": 0.9259054742601842, + "FN": 2124, + "FP": 9684, + "IoU": 0.8620335101535298, + "TN": 193919949, + "TP": 73778, + "n_pred": 83462, + "n_ref": 75902 + }, + "15": { + "Dice": 0.8903301886792453, + "FN": 581, + "FP": 4441, + "IoU": 0.8023379383634431, + "TN": 193980128, + "TP": 20385, + "n_pred": 24826, + "n_ref": 20966 + }, + "2": { + "Dice": 0.9762058343902881, + "FN": 4207, + "FP": 2359, + "IoU": 0.953517676874938, + "TN": 193864277, + "TP": 134692, + "n_pred": 137051, + "n_ref": 138899 + }, + "3": { + "Dice": 0.9716385810717627, + "FN": 4216, + "FP": 3393, + "IoU": 0.9448415344912576, + "TN": 193867587, + "TP": 130339, + "n_pred": 133732, + "n_ref": 134555 + }, + "4": { + "Dice": 0.941187384044527, + "FN": 737, + "FP": 1799, + "IoU": 0.8889083581566497, + "TN": 193982707, + "TP": 20292, + "n_pred": 22091, + "n_ref": 21029 + }, + "5": { + "Dice": 0.7595964027198947, + "FN": 6492, + "FP": 6660, + "IoU": 0.6123784261715296, + "TN": 193971605, + "TP": 20778, + "n_pred": 27438, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9725917973127898, + "FN": 22731, + "FP": 54059, + "IoU": 0.9466459336892123, + "TN": 192566282, + "TP": 1362463, + "n_pred": 1416522, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.9619249747470384, + "FN": 15811, + "FP": 8426, + "IoU": 0.9266430184202084, + "TN": 193675137, + "TP": 306161, + "n_pred": 314587, + "n_ref": 321972 + }, + "8": { + "Dice": 0.9598153420275081, + "FN": 9788, + "FP": 9606, + "IoU": 0.9227355303416624, + "TN": 193754527, + "TP": 231614, + "n_pred": 241220, + "n_ref": 241402 + }, + "9": { + "Dice": 0.9181757245325043, + "FN": 11435, + "FP": 4068, + "IoU": 0.8487290823047275, + "TN": 193903050, + "TP": 86982, + "n_pred": 91050, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9747684362842364, + "FN": 1954, + "FP": 3870, + "IoU": 0.9507788004022887, + "TN": 99537477, + "TP": 112499, + "n_pred": 116369, + "n_ref": 114453 + }, + "10": { + "Dice": 0.90322814653609, + "FN": 9430, + "FP": 3910, + "IoU": 0.8235333024670943, + "TN": 99580205, + "TP": 62255, + "n_pred": 66165, + "n_ref": 71685 + }, + "11": { + "Dice": 0.861328125, + "FN": 555, + "FP": 439, + "IoU": 0.7564322469982847, + "TN": 99651719, + "TP": 3087, + "n_pred": 3526, + "n_ref": 3642 + }, + "12": { + "Dice": 0.7897838899803536, + "FN": 1156, + "FP": 128, + "IoU": 0.6525974025974026, + "TN": 99652104, + "TP": 2412, + "n_pred": 2540, + "n_ref": 3568 + }, + "13": { + "Dice": 0.8122555692400769, + "FN": 7839, + "FP": 9539, + "IoU": 0.683863925777697, + "TN": 99600830, + "TP": 37592, + "n_pred": 47131, + "n_ref": 45431 + }, + "14": { + "Dice": 0.7958252363588725, + "FN": 17692, + "FP": 1010, + "IoU": 0.6608884859474161, + "TN": 99600650, + "TP": 36448, + "n_pred": 37458, + "n_ref": 54140 + }, + "15": { + "Dice": 0.8174983539787778, + "FN": 11252, + "FP": 667, + "IoU": 0.6913295695861604, + "TN": 99617186, + "TP": 26695, + "n_pred": 27362, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9666880768655469, + "FN": 4885, + "FP": 2687, + "IoU": 0.9355239741482813, + "TN": 99538361, + "TP": 109867, + "n_pred": 112554, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9678292819189065, + "FN": 5142, + "FP": 2747, + "IoU": 0.9376639590378962, + "TN": 99529244, + "TP": 118667, + "n_pred": 121414, + "n_ref": 123809 + }, + "4": { + "Dice": 0.9325916230366492, + "FN": 1806, + "FP": 666, + "IoU": 0.8736971183323115, + "TN": 99636228, + "TP": 17100, + "n_pred": 17766, + "n_ref": 18906 + }, + "5": { + "Dice": 0.8980565973406068, + "FN": 381, + "FP": 1114, + "IoU": 0.8149752475247525, + "TN": 99647720, + "TP": 6585, + "n_pred": 7699, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9743148936925687, + "FN": 36996, + "FP": 32448, + "IoU": 0.949916195234812, + "TN": 98269244, + "TP": 1317112, + "n_pred": 1349560, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.9231520324027195, + "FN": 13811, + "FP": 11689, + "IoU": 0.8572723914430601, + "TN": 99477138, + "TP": 153162, + "n_pred": 164851, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9693886045885263, + "FN": 1945, + "FP": 4306, + "IoU": 0.9405956589500893, + "TN": 99550572, + "TP": 98977, + "n_pred": 103283, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9407630413359179, + "FN": 8663, + "FP": 2277, + "IoU": 0.8881516393861631, + "TN": 99557989, + "TP": 86871, + "n_pred": 89148, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9755672141015206, + "FN": 19043, + "FP": 2389, + "IoU": 0.9522998751410505, + "TN": 62634213, + "TP": 427875, + "n_pred": 430264, + "n_ref": 446918 + }, + "10": { + "Dice": 0.9306322369975725, + "FN": 5865, + "FP": 3822, + "IoU": 0.8702639720358392, + "TN": 63008853, + "TP": 64980, + "n_pred": 68802, + "n_ref": 70845 + }, + "11": { + "Dice": 0.8153022188217292, + "FN": 881, + "FP": 326, + "IoU": 0.6881942650477912, + "TN": 63079649, + "TP": 2664, + "n_pred": 2990, + "n_ref": 3545 + }, + "12": { + "Dice": 0.8628546229604587, + "FN": 567, + "FP": 366, + "IoU": 0.7587900723888314, + "TN": 63079652, + "TP": 2935, + "n_pred": 3301, + "n_ref": 3502 + }, + "13": { + "Dice": 0.8312093684074569, + "FN": 7042, + "FP": 8640, + "IoU": 0.7111704576848696, + "TN": 63029225, + "TP": 38613, + "n_pred": 47253, + "n_ref": 45655 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9844445790185511, + "FN": 2051, + "FP": 1802, + "IoU": 0.9693656876619969, + "TN": 62957746, + "TP": 121921, + "n_pred": 123723, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9871067034149176, + "FN": 1878, + "FP": 1406, + "IoU": 0.9745416489011202, + "TN": 62954525, + "TP": 125711, + "n_pred": 127117, + "n_ref": 127589 + }, + "4": { + "Dice": 0.2834551556107204, + "FN": 14946, + "FP": 641, + "IoU": 0.16513122656668452, + "TN": 63064850, + "TP": 3083, + "n_pred": 3724, + "n_ref": 18029 + }, + "5": { + "Dice": 0.7020699015948422, + "FN": 6609, + "FP": 2171, + "IoU": 0.5409150326797386, + "TN": 63064395, + "TP": 10345, + "n_pred": 12516, + "n_ref": 16954 + }, + "6": { + "Dice": 0.9385896543339315, + "FN": 114497, + "FP": 18345, + "IoU": 0.884285383279298, + "TN": 61935506, + "TP": 1015172, + "n_pred": 1033517, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.9146796845662787, + "FN": 4420, + "FP": 23981, + "IoU": 0.8427739456814181, + "TN": 62902882, + "TP": 152237, + "n_pred": 176218, + "n_ref": 156657 + }, + "8": { + "Dice": 0.9471889878156632, + "FN": 8605, + "FP": 2920, + "IoU": 0.8996761782064451, + "TN": 62968642, + "TP": 103353, + "n_pred": 106273, + "n_ref": 111958 + }, + "9": { + "Dice": 0.9303767341963197, + "FN": 2820, + "FP": 3177, + "IoU": 0.8698172187730647, + "TN": 63037454, + "TP": 40069, + "n_pred": 43246, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9810232781762089, + "FN": 6423, + "FP": 5418, + "IoU": 0.9627533751903067, + "TN": 109290910, + "TP": 306067, + "n_pred": 311485, + "n_ref": 312490 + }, + "10": { + "Dice": 0.7023627314838278, + "FN": 18635, + "FP": 40093, + "IoU": 0.5412627615781785, + "TN": 109480797, + "TP": 69293, + "n_pred": 109386, + "n_ref": 87928 + }, + "11": { + "Dice": 0.7629427792915532, + "FN": 1106, + "FP": 982, + "IoU": 0.6167400881057269, + "TN": 109603370, + "TP": 3360, + "n_pred": 4342, + "n_ref": 4466 + }, + "12": { + "Dice": 0.8640567591536805, + "FN": 671, + "FP": 402, + "IoU": 0.760651349542717, + "TN": 109604335, + "TP": 3410, + "n_pred": 3812, + "n_ref": 4081 + }, + "13": { + "Dice": 0.8400603384572165, + "FN": 12002, + "FP": 14187, + "IoU": 0.7242276183054988, + "TN": 109513852, + "TP": 68777, + "n_pred": 82964, + "n_ref": 80779 + }, + "14": { + "Dice": 0.9089915507167178, + "FN": 10420, + "FP": 6900, + "IoU": 0.8331663712722509, + "TN": 109505002, + "TP": 86496, + "n_pred": 93396, + "n_ref": 96916 + }, + "15": { + "Dice": 0.9419858437520672, + "FN": 3861, + "FP": 8417, + "IoU": 0.8903338752032012, + "TN": 109496860, + "TP": 99680, + "n_pred": 108097, + "n_ref": 103541 + }, + "2": { + "Dice": 0.972033940146284, + "FN": 7340, + "FP": 4555, + "IoU": 0.9455895268415853, + "TN": 109390202, + "TP": 206721, + "n_pred": 211276, + "n_ref": 214061 + }, + "3": { + "Dice": 0.9738903232852324, + "FN": 9373, + "FP": 3298, + "IoU": 0.9491093840994438, + "TN": 109359833, + "TP": 236314, + "n_pred": 239612, + "n_ref": 245687 + }, + "4": { + "Dice": 0.7331383181126332, + "FN": 19463, + "FP": 2979, + "IoU": 0.5787043120764422, + "TN": 109555549, + "TP": 30827, + "n_pred": 33806, + "n_ref": 50290 + }, + "5": { + "Dice": 0.8214541547277937, + "FN": 1378, + "FP": 2610, + "IoU": 0.697006533961404, + "TN": 109595656, + "TP": 9174, + "n_pred": 11784, + "n_ref": 10552 + }, + "6": { + "Dice": 0.971285857561447, + "FN": 40391, + "FP": 31156, + "IoU": 0.9441746909972746, + "TN": 108327195, + "TP": 1210076, + "n_pred": 1241232, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.8876799172035726, + "FN": 227053, + "FP": 18651, + "IoU": 0.7980435945846646, + "TN": 108392199, + "TP": 970915, + "n_pred": 989566, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9624757493519343, + "FN": 2351, + "FP": 4438, + "IoU": 0.9276657858847597, + "TN": 109514962, + "TP": 87067, + "n_pred": 91505, + "n_ref": 89418 + }, + "9": { + "Dice": 0.830946878418278, + "FN": 4684, + "FP": 15871, + "IoU": 0.7107862449347141, + "TN": 109537746, + "TP": 50517, + "n_pred": 66388, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9501458920315361, + "FN": 1953, + "FP": 4010, + "IoU": 0.9050265982862421, + "TN": 67004566, + "TP": 56823, + "n_pred": 60833, + "n_ref": 58776 + }, + "10": { + "Dice": 0.8301899569972573, + "FN": 17501, + "FP": 7574, + "IoU": 0.7096792867893945, + "TN": 66980982, + "TP": 61295, + "n_pred": 68869, + "n_ref": 78796 + }, + "11": { + "Dice": 0.6375838926174496, + "FN": 1606, + "FP": 122, + "IoU": 0.46798029556650245, + "TN": 67064104, + "TP": 1520, + "n_pred": 1642, + "n_ref": 3126 + }, + "12": { + "Dice": 0.8019370460048426, + "FN": 827, + "FP": 400, + "IoU": 0.6693613581244947, + "TN": 67063641, + "TP": 2484, + "n_pred": 2884, + "n_ref": 3311 + }, + "13": { + "Dice": 0.6219163048146205, + "FN": 12144, + "FP": 19550, + "IoU": 0.45129066325029, + "TN": 67009591, + "TP": 26067, + "n_pred": 45617, + "n_ref": 38211 + }, + "14": { + "Dice": 0.8869020779923477, + "FN": 6632, + "FP": 10926, + "IoU": 0.7967871114094581, + "TN": 66980950, + "TP": 68844, + "n_pred": 79770, + "n_ref": 75476 + }, + "15": { + "Dice": 0.7560139962093599, + "FN": 10620, + "FP": 2768, + "IoU": 0.6077351303838265, + "TN": 67033222, + "TP": 20742, + "n_pred": 23510, + "n_ref": 31362 + }, + "2": { + "Dice": 0.9782936603868666, + "FN": 2379, + "FP": 3996, + "IoU": 0.9575096311502727, + "TN": 66917318, + "TP": 143659, + "n_pred": 147655, + "n_ref": 146038 + }, + "3": { + "Dice": 0.9814122449489118, + "FN": 3135, + "FP": 2821, + "IoU": 0.9635028892524711, + "TN": 66904161, + "TP": 157235, + "n_pred": 160056, + "n_ref": 160370 + }, + "4": { + "Dice": 0.020044036140004554, + "FN": 12907, + "FP": 0, + "IoU": 0.010123475726666156, + "TN": 67054313, + "TP": 132, + "n_pred": 132, + "n_ref": 13039 + }, + "5": { + "Dice": 0.8260972998691567, + "FN": 1976, + "FP": 948, + "IoU": 0.7037187151687101, + "TN": 67057483, + "TP": 6945, + "n_pred": 7893, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9760465876728243, + "FN": 32157, + "FP": 19267, + "IoU": 0.9532138629769572, + "TN": 65968223, + "TP": 1047705, + "n_pred": 1066972, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.9474049012515217, + "FN": 23563, + "FP": 12860, + "IoU": 0.9000658490410733, + "TN": 66702882, + "TP": 328047, + "n_pred": 340907, + "n_ref": 351610 + }, + "8": { + "Dice": 0.9667056040131161, + "FN": 4198, + "FP": 1417, + "IoU": 0.9355568052702253, + "TN": 66980221, + "TP": 81516, + "n_pred": 82933, + "n_ref": 85714 + }, + "9": { + "Dice": 0.9030602665999123, + "FN": 5194, + "FP": 10296, + "IoU": 0.8232542218165222, + "TN": 66979712, + "TP": 72150, + "n_pred": 82446, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9487190422171615, + "FN": 13371, + "FP": 4666, + "IoU": 0.9024410032290692, + "TN": 74334397, + "TP": 166846, + "n_pred": 171512, + "n_ref": 180217 + }, + "10": { + "Dice": 0.8419209431345354, + "FN": 7587, + "FP": 10649, + "IoU": 0.7269978143058176, + "TN": 74452482, + "TP": 48562, + "n_pred": 59211, + "n_ref": 56149 + }, + "11": { + "Dice": 0.7450448924275792, + "FN": 1188, + "FP": 317, + "IoU": 0.593682505399568, + "TN": 74515576, + "TP": 2199, + "n_pred": 2516, + "n_ref": 3387 + }, + "12": { + "Dice": 0.775811209439528, + "FN": 623, + "FP": 289, + "IoU": 0.6337349397590362, + "TN": 74516790, + "TP": 1578, + "n_pred": 1867, + "n_ref": 2201 + }, + "13": { + "Dice": 0.7176673980982778, + "FN": 10511, + "FP": 14965, + "IoU": 0.5596577651024112, + "TN": 74461425, + "TP": 32379, + "n_pred": 47344, + "n_ref": 42890 + }, + "14": { + "Dice": 0.8108476740474186, + "FN": 3984, + "FP": 9052, + "IoU": 0.6818703174951802, + "TN": 74478303, + "TP": 27941, + "n_pred": 36993, + "n_ref": 31925 + }, + "15": { + "Dice": 0.8559304201444904, + "FN": 5953, + "FP": 2263, + "IoU": 0.7481454233339464, + "TN": 74486658, + "TP": 24406, + "n_pred": 26669, + "n_ref": 30359 + }, + "2": { + "Dice": 0.9784598891255589, + "FN": 2180, + "FP": 3928, + "IoU": 0.957828164268552, + "TN": 74374444, + "TP": 138728, + "n_pred": 142656, + "n_ref": 140908 + }, + "3": { + "Dice": 0.9791404761596184, + "FN": 4542, + "FP": 1896, + "IoU": 0.959133409929096, + "TN": 74361743, + "TP": 151099, + "n_pred": 152995, + "n_ref": 155641 + }, + "4": { + "Dice": 0.8544691061787643, + "FN": 2595, + "FP": 1044, + "IoU": 0.745915374947633, + "TN": 74504958, + "TP": 10683, + "n_pred": 11727, + "n_ref": 13278 + }, + "5": { + "Dice": 0.743264367816092, + "FN": 2071, + "FP": 3513, + "IoU": 0.5914245994000147, + "TN": 74505613, + "TP": 8083, + "n_pred": 11596, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9807562900337085, + "FN": 38433, + "FP": 23080, + "IoU": 0.9622392372341881, + "TN": 72890261, + "TP": 1567506, + "n_pred": 1590586, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.8510364301595978, + "FN": 40307, + "FP": 4112, + "IoU": 0.7406992288518006, + "TN": 74347977, + "TP": 126884, + "n_pred": 130996, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9653713205090447, + "FN": 2100, + "FP": 2368, + "IoU": 0.9330606619024076, + "TN": 74452533, + "TP": 62279, + "n_pred": 64647, + "n_ref": 64379 + }, + "9": { + "Dice": 0.9431524828079918, + "FN": 5905, + "FP": 4577, + "IoU": 0.892420588084364, + "TN": 74421845, + "TP": 86953, + "n_pred": 91530, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9709165804864908, + "FN": 3617, + "FP": 13116, + "IoU": 0.9434770418762393, + "TN": 65755141, + "TP": 279306, + "n_pred": 292422, + "n_ref": 282923 + }, + "10": { + "Dice": 0.8481705845590283, + "FN": 14997, + "FP": 9540, + "IoU": 0.7363682270905634, + "TN": 65958107, + "TP": 68536, + "n_pred": 78076, + "n_ref": 83533 + }, + "11": { + "Dice": 0.7587907097443882, + "FN": 713, + "FP": 1146, + "IoU": 0.6113318001254443, + "TN": 66046397, + "TP": 2924, + "n_pred": 4070, + "n_ref": 3637 + }, + "12": { + "Dice": 0.8398148148148148, + "FN": 305, + "FP": 733, + "IoU": 0.7238627294493216, + "TN": 66047421, + "TP": 2721, + "n_pred": 3454, + "n_ref": 3026 + }, + "13": { + "Dice": 0.8166904755235614, + "FN": 3891, + "FP": 15742, + "IoU": 0.6901748516601439, + "TN": 65987812, + "TP": 43735, + "n_pred": 59477, + "n_ref": 47626 + }, + "14": { + "Dice": 0.9666937724469743, + "FN": 1607, + "FP": 2325, + "IoU": 0.935534642751746, + "TN": 65990186, + "TP": 57062, + "n_pred": 59387, + "n_ref": 58669 + }, + "15": { + "Dice": 0.8782601414995604, + "FN": 3617, + "FP": 2199, + "IoU": 0.7829445792125397, + "TN": 66024385, + "TP": 20979, + "n_pred": 23178, + "n_ref": 24596 + }, + "2": { + "Dice": 0.9683784676354029, + "FN": 3201, + "FP": 5991, + "IoU": 0.9386954781912765, + "TN": 65901240, + "TP": 140748, + "n_pred": 146739, + "n_ref": 143949 + }, + "3": { + "Dice": 0.9716240948515954, + "FN": 4197, + "FP": 4718, + "IoU": 0.9448141384753475, + "TN": 65889635, + "TP": 152630, + "n_pred": 157348, + "n_ref": 156827 + }, + "4": { + "Dice": 0.909288037585833, + "FN": 3110, + "FP": 2161, + "IoU": 0.8336646785950961, + "TN": 66019491, + "TP": 26418, + "n_pred": 28579, + "n_ref": 29528 + }, + "5": { + "Dice": 0.9385839221305401, + "FN": 481, + "FP": 762, + "IoU": 0.8842752071501723, + "TN": 66040439, + "TP": 9498, + "n_pred": 10260, + "n_ref": 9979 + }, + "6": { + "Dice": 0.9802590812331281, + "FN": 20519, + "FP": 19877, + "IoU": 0.9612824818469702, + "TN": 65007828, + "TP": 1002956, + "n_pred": 1022833, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.9667504556023377, + "FN": 53498, + "FP": 9994, + "IoU": 0.9356408244688939, + "TN": 65064654, + "TP": 923034, + "n_pred": 933028, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9692686557230246, + "FN": 1202, + "FP": 3877, + "IoU": 0.9403698268271207, + "TN": 65966005, + "TP": 80096, + "n_pred": 83973, + "n_ref": 81298 + }, + "9": { + "Dice": 0.9330183928102767, + "FN": 4317, + "FP": 5126, + "IoU": 0.8744465570195848, + "TN": 65975969, + "TP": 65768, + "n_pred": 70894, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9860459050599896, + "FN": 2426, + "FP": 1854, + "IoU": 0.972475884244373, + "TN": 113317040, + "TP": 151220, + "n_pred": 153074, + "n_ref": 153646 + }, + "10": { + "Dice": 0.9184849121679255, + "FN": 6267, + "FP": 6921, + "IoU": 0.849257603986878, + "TN": 113385053, + "TP": 74299, + "n_pred": 81220, + "n_ref": 80566 + }, + "11": { + "Dice": 0.7231766612641816, + "FN": 999, + "FP": 709, + "IoU": 0.5663874079715664, + "TN": 113468601, + "TP": 2231, + "n_pred": 2940, + "n_ref": 3230 + }, + "12": { + "Dice": 0.8982006408676362, + "FN": 439, + "FP": 387, + "IoU": 0.8152125279642058, + "TN": 113468070, + "TP": 3644, + "n_pred": 4031, + "n_ref": 4083 + }, + "13": { + "Dice": 0.8238463294524345, + "FN": 13722, + "FP": 13285, + "IoU": 0.7004580694535332, + "TN": 113382379, + "TP": 63154, + "n_pred": 76439, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9816453279275617, + "FN": 5250, + "FP": 4411, + "IoU": 0.9639522995753826, + "TN": 113204534, + "TP": 258345, + "n_pred": 262756, + "n_ref": 263595 + }, + "15": { + "Dice": 0.8909452644241892, + "FN": 2627, + "FP": 2087, + "IoU": 0.8033375052148519, + "TN": 113448570, + "TP": 19256, + "n_pred": 21343, + "n_ref": 21883 + }, + "2": { + "Dice": 0.9762280333235571, + "FN": 3930, + "FP": 2068, + "IoU": 0.9535600359255474, + "TN": 113343384, + "TP": 123158, + "n_pred": 125226, + "n_ref": 127088 + }, + "3": { + "Dice": 0.9810142092299768, + "FN": 2206, + "FP": 2365, + "IoU": 0.9627359067378632, + "TN": 113349875, + "TP": 118094, + "n_pred": 120459, + "n_ref": 120300 + }, + "4": { + "Dice": 0.8981037274694674, + "FN": 1420, + "FP": 5313, + "IoU": 0.815052877352012, + "TN": 113436135, + "TP": 29672, + "n_pred": 34985, + "n_ref": 31092 + }, + "5": { + "Dice": 0.779008884735757, + "FN": 6566, + "FP": 8333, + "IoU": 0.6380135571806895, + "TN": 113431381, + "TP": 26260, + "n_pred": 34593, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9729215949682539, + "FN": 24323, + "FP": 37982, + "IoU": 0.9472710069667775, + "TN": 112290932, + "TP": 1119303, + "n_pred": 1157285, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.9412110415250968, + "FN": 13032, + "FP": 12576, + "IoU": 0.8889505637467476, + "TN": 113241940, + "TP": 204992, + "n_pred": 217568, + "n_ref": 218024 + }, + "8": { + "Dice": 0.966228710923164, + "FN": 10535, + "FP": 3728, + "IoU": 0.9346639059651308, + "TN": 113254238, + "TP": 204039, + "n_pred": 207767, + "n_ref": 214574 + }, + "9": { + "Dice": 0.9298996387758409, + "FN": 8673, + "FP": 6037, + "IoU": 0.8689835761872529, + "TN": 113360264, + "TP": 97566, + "n_pred": 103603, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.95927787544823, + "FN": 3327, + "FP": 7189, + "IoU": 0.9217425601107332, + "TN": 75062351, + "TP": 123861, + "n_pred": 131050, + "n_ref": 127188 + }, + "10": { + "Dice": 0.9147486068828939, + "FN": 13217, + "FP": 2969, + "IoU": 0.8428909768597609, + "TN": 75093704, + "TP": 86838, + "n_pred": 89807, + "n_ref": 100055 + }, + "11": { + "Dice": 0.7679120168203137, + "FN": 1170, + "FP": 265, + "IoU": 0.6232606983460226, + "TN": 75192919, + "TP": 2374, + "n_pred": 2639, + "n_ref": 3544 + }, + "12": { + "Dice": 0.708807564349501, + "FN": 1082, + "FP": 581, + "IoU": 0.5489557906156767, + "TN": 75193041, + "TP": 2024, + "n_pred": 2605, + "n_ref": 3106 + }, + "13": { + "Dice": 0.822055964449382, + "FN": 7903, + "FP": 12599, + "IoU": 0.6978735318822853, + "TN": 75128869, + "TP": 47357, + "n_pred": 59956, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9532027952470497, + "FN": 3541, + "FP": 9176, + "IoU": 0.9105897407053265, + "TN": 75054496, + "TP": 129515, + "n_pred": 138691, + "n_ref": 133056 + }, + "15": { + "Dice": 0.9134545142022259, + "FN": 10041, + "FP": 2043, + "IoU": 0.8406960648605892, + "TN": 75120873, + "TP": 63771, + "n_pred": 65814, + "n_ref": 73812 + }, + "2": { + "Dice": 0.9605487466585969, + "FN": 3476, + "FP": 8257, + "IoU": 0.92409215301904, + "TN": 75042159, + "TP": 142836, + "n_pred": 151093, + "n_ref": 146312 + }, + "3": { + "Dice": 0.9643711460769722, + "FN": 2381, + "FP": 8343, + "IoU": 0.9311937789526363, + "TN": 75040870, + "TP": 145134, + "n_pred": 153477, + "n_ref": 147515 + }, + "4": { + "Dice": 0.9338185578491032, + "FN": 1484, + "FP": 1844, + "IoU": 0.8758533218935353, + "TN": 75169921, + "TP": 23479, + "n_pred": 25323, + "n_ref": 24963 + }, + "5": { + "Dice": 0.9145689821669993, + "FN": 598, + "FP": 729, + "IoU": 0.8425860023724793, + "TN": 75188298, + "TP": 7103, + "n_pred": 7832, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9840226476721028, + "FN": 25532, + "FP": 14443, + "IoU": 0.9685478179384835, + "TN": 73925751, + "TP": 1231002, + "n_pred": 1245445, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.9558321622164224, + "FN": 8984, + "FP": 4216, + "IoU": 0.915400884445299, + "TN": 75040698, + "TP": 142830, + "n_pred": 147046, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9586468421115791, + "FN": 4854, + "FP": 2038, + "IoU": 0.9205780333498508, + "TN": 75109951, + "TP": 79885, + "n_pred": 81923, + "n_ref": 84739 + }, + "9": { + "Dice": 0.9013445671346699, + "FN": 7482, + "FP": 7787, + "IoU": 0.8204069630675135, + "TN": 75111708, + "TP": 69751, + "n_pred": 77538, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9816797260432991, + "FN": 4432, + "FP": 3459, + "IoU": 0.9640186404508727, + "TN": 86708564, + "TP": 211417, + "n_pred": 214876, + "n_ref": 215849 + }, + "10": { + "Dice": 0.7358211165407967, + "FN": 9200, + "FP": 33616, + "IoU": 0.5820545859201125, + "TN": 86825428, + "TP": 59628, + "n_pred": 93244, + "n_ref": 68828 + }, + "11": { + "Dice": 0.6932814021421616, + "FN": 1166, + "FP": 94, + "IoU": 0.5305514157973175, + "TN": 86925188, + "TP": 1424, + "n_pred": 1518, + "n_ref": 2590 + }, + "12": { + "Dice": 0.809702628641023, + "FN": 926, + "FP": 949, + "IoU": 0.6802523874488404, + "TN": 86922008, + "TP": 3989, + "n_pred": 4938, + "n_ref": 4915 + }, + "13": { + "Dice": 0.6786053882725832, + "FN": 12541, + "FP": 28019, + "IoU": 0.513552410650036, + "TN": 86844492, + "TP": 42820, + "n_pred": 70839, + "n_ref": 55361 + }, + "14": { + "Dice": 0.9146786727519428, + "FN": 9125, + "FP": 4709, + "IoU": 0.842772227715458, + "TN": 86839885, + "TP": 74153, + "n_pred": 78862, + "n_ref": 83278 + }, + "15": { + "Dice": 0.9429328583664975, + "FN": 10185, + "FP": 8270, + "IoU": 0.8920274041527472, + "TN": 86756949, + "TP": 152468, + "n_pred": 160738, + "n_ref": 162653 + }, + "2": { + "Dice": 0.9609499148980793, + "FN": 5091, + "FP": 4591, + "IoU": 0.9248350283363093, + "TN": 86799062, + "TP": 119128, + "n_pred": 123719, + "n_ref": 124219 + }, + "3": { + "Dice": 0.9694319254680513, + "FN": 7088, + "FP": 3208, + "IoU": 0.9406772336784609, + "TN": 86754313, + "TP": 163263, + "n_pred": 166471, + "n_ref": 170351 + }, + "4": { + "Dice": 0.909557251908397, + "FN": 1628, + "FP": 1334, + "IoU": 0.8341173835125448, + "TN": 86910016, + "TP": 14894, + "n_pred": 16228, + "n_ref": 16522 + }, + "5": { + "Dice": 0.8885579548275007, + "FN": 103, + "FP": 1244, + "IoU": 0.7994640464493077, + "TN": 86921155, + "TP": 5370, + "n_pred": 6614, + "n_ref": 5473 + }, + "6": { + "Dice": 0.9726840950348186, + "FN": 22039, + "FP": 42680, + "IoU": 0.9468208272973109, + "TN": 85710873, + "TP": 1152280, + "n_pred": 1194960, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.9565275692314158, + "FN": 67338, + "FP": 19547, + "IoU": 0.9166773754883702, + "TN": 85885118, + "TP": 955869, + "n_pred": 975416, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9557196921220542, + "FN": 2113, + "FP": 2731, + "IoU": 0.9151945937428877, + "TN": 86870753, + "TP": 52275, + "n_pred": 55006, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8769699107159431, + "FN": 3515, + "FP": 9741, + "IoU": 0.7808961835341565, + "TN": 86867371, + "TP": 47245, + "n_pred": 56986, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9680866770394431, + "FN": 3222, + "FP": 2398, + "IoU": 0.9381472799110729, + "TN": 37658739, + "TP": 85241, + "n_pred": 87639, + "n_ref": 88463 + }, + "10": { + "Dice": 0.8795896279183986, + "FN": 10889, + "FP": 2350, + "IoU": 0.7850602331395915, + "TN": 37688006, + "TP": 48355, + "n_pred": 50705, + "n_ref": 59244 + }, + "11": { + "Dice": 0.8384312253706137, + "FN": 354, + "FP": 507, + "IoU": 0.7218093699515348, + "TN": 37746505, + "TP": 2234, + "n_pred": 2741, + "n_ref": 2588 + }, + "12": { + "Dice": 0.8155530142133638, + "FN": 421, + "FP": 708, + "IoU": 0.6885517241379311, + "TN": 37745975, + "TP": 2496, + "n_pred": 3204, + "n_ref": 2917 + }, + "13": { + "Dice": 0.8089618390219593, + "FN": 6738, + "FP": 11279, + "IoU": 0.6792073214158536, + "TN": 37693436, + "TP": 38147, + "n_pred": 49426, + "n_ref": 44885 + }, + "14": { + "Dice": 0.8983608725012868, + "FN": 5156, + "FP": 16367, + "IoU": 0.8154765476976363, + "TN": 37632959, + "TP": 95118, + "n_pred": 111485, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2594, + "IoU": 0.0, + "TN": 37747006, + "TP": 0, + "n_pred": 2594, + "n_ref": 0 + }, + "2": { + "Dice": 0.9242774536442937, + "FN": 11280, + "FP": 3295, + "IoU": 0.859215470360389, + "TN": 37646073, + "TP": 88952, + "n_pred": 92247, + "n_ref": 100232 + }, + "3": { + "Dice": 0.9612966199804781, + "FN": 4003, + "FP": 2817, + "IoU": 0.9254775121290266, + "TN": 37658084, + "TP": 84696, + "n_pred": 87513, + "n_ref": 88699 + }, + "4": { + "Dice": 0.7086455178277273, + "FN": 5026, + "FP": 457, + "IoU": 0.5487614188132663, + "TN": 37737449, + "TP": 6668, + "n_pred": 7125, + "n_ref": 11694 + }, + "5": { + "Dice": 0.8581735520853924, + "FN": 1366, + "FP": 1504, + "IoU": 0.7515796762745607, + "TN": 37738047, + "TP": 8683, + "n_pred": 10187, + "n_ref": 10049 + }, + "6": { + "Dice": 0.9733081401440778, + "FN": 31917, + "FP": 7058, + "IoU": 0.9480041463274719, + "TN": 37000021, + "TP": 710604, + "n_pred": 717662, + "n_ref": 742521 + }, + "7": { + "Dice": 0.9530214479875551, + "FN": 23964, + "FP": 7715, + "IoU": 0.91025880726564, + "TN": 37396596, + "TP": 321325, + "n_pred": 329040, + "n_ref": 345289 + }, + "8": { + "Dice": 0.950515726473959, + "FN": 3442, + "FP": 4330, + "IoU": 0.9056979227334498, + "TN": 37667184, + "TP": 74644, + "n_pred": 78974, + "n_ref": 78086 + }, + "9": { + "Dice": 0.9364954458705307, + "FN": 3002, + "FP": 4019, + "IoU": 0.880574927708794, + "TN": 37690810, + "TP": 51769, + "n_pred": 55788, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9800664619866772, + "FN": 4259, + "FP": 3623, + "IoU": 0.9609120844243434, + "TN": 75705040, + "TP": 193766, + "n_pred": 197389, + "n_ref": 198025 + }, + "10": { + "Dice": 0.931475101785155, + "FN": 10014, + "FP": 5302, + "IoU": 0.8717392578697462, + "TN": 75787275, + "TP": 104097, + "n_pred": 109399, + "n_ref": 114111 + }, + "11": { + "Dice": 0.7492737430167598, + "FN": 989, + "FP": 1255, + "IoU": 0.5990709308558156, + "TN": 75901091, + "TP": 3353, + "n_pred": 4608, + "n_ref": 4342 + }, + "12": { + "Dice": 0.905587668593449, + "FN": 354, + "FP": 528, + "IoU": 0.8274647887323944, + "TN": 75901576, + "TP": 4230, + "n_pred": 4758, + "n_ref": 4584 + }, + "13": { + "Dice": 0.8634516288315207, + "FN": 7402, + "FP": 3383, + "IoU": 0.7597139292398182, + "TN": 75861804, + "TP": 34099, + "n_pred": 37482, + "n_ref": 41501 + }, + "14": { + "Dice": 0.9410151957034177, + "FN": 2521, + "FP": 12668, + "IoU": 0.8886012262739461, + "TN": 75770340, + "TP": 121159, + "n_pred": 133827, + "n_ref": 123680 + }, + "15": { + "Dice": 0.8809863190012617, + "FN": 31208, + "FP": 10957, + "IoU": 0.7872882467486606, + "TN": 75708462, + "TP": 156061, + "n_pred": 167018, + "n_ref": 187269 + }, + "2": { + "Dice": 0.9668139298529442, + "FN": 6261, + "FP": 6539, + "IoU": 0.9357597414329593, + "TN": 75707436, + "TP": 186452, + "n_pred": 192991, + "n_ref": 192713 + }, + "3": { + "Dice": 0.9738863592944024, + "FN": 6549, + "FP": 6573, + "IoU": 0.9491018544736607, + "TN": 75648879, + "TP": 244687, + "n_pred": 251260, + "n_ref": 251236 + }, + "4": { + "Dice": 0.930713580526648, + "FN": 1424, + "FP": 2857, + "IoU": 0.8704062481080099, + "TN": 75873654, + "TP": 28753, + "n_pred": 31610, + "n_ref": 30177 + }, + "5": { + "Dice": 0.9040331023480732, + "FN": 562, + "FP": 1363, + "IoU": 0.824872634643377, + "TN": 75895696, + "TP": 9067, + "n_pred": 10430, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9813131959933145, + "FN": 48014, + "FP": 15167, + "IoU": 0.9633119739390227, + "TN": 74184573, + "TP": 1658934, + "n_pred": 1674101, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.9592661508590257, + "FN": 12875, + "FP": 9279, + "IoU": 0.9217209103468745, + "TN": 75623675, + "TP": 260859, + "n_pred": 270138, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9647166292391428, + "FN": 3036, + "FP": 3453, + "IoU": 0.9318382352941177, + "TN": 75811488, + "TP": 88711, + "n_pred": 92164, + "n_ref": 91747 + }, + "9": { + "Dice": 0.9177776748555965, + "FN": 8390, + "FP": 4037, + "IoU": 0.8480491055598351, + "TN": 75824905, + "TP": 69356, + "n_pred": 73393, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9813345630233606, + "FN": 1412, + "FP": 2150, + "IoU": 0.9633531554147204, + "TN": 61290552, + "TP": 93636, + "n_pred": 95786, + "n_ref": 95048 + }, + "10": { + "Dice": 0.9235286808321398, + "FN": 7446, + "FP": 4247, + "IoU": 0.8579222357229648, + "TN": 61305450, + "TP": 70607, + "n_pred": 74854, + "n_ref": 78053 + }, + "11": { + "Dice": 0.8878856282919488, + "FN": 392, + "FP": 353, + "IoU": 0.7983761840324763, + "TN": 61384055, + "TP": 2950, + "n_pred": 3303, + "n_ref": 3342 + }, + "12": { + "Dice": 0.8812648221343874, + "FN": 582, + "FP": 169, + "IoU": 0.7877331825890334, + "TN": 61384212, + "TP": 2787, + "n_pred": 2956, + "n_ref": 3369 + }, + "13": { + "Dice": 0.8789896320390324, + "FN": 4865, + "FP": 4659, + "IoU": 0.7841048193317314, + "TN": 61343636, + "TP": 34590, + "n_pred": 39249, + "n_ref": 39455 + }, + "14": { + "Dice": 0.9348865690791393, + "FN": 2338, + "FP": 6594, + "IoU": 0.8777342787527035, + "TN": 61314696, + "TP": 64122, + "n_pred": 70716, + "n_ref": 66460 + }, + "15": { + "Dice": 0.9341789509770312, + "FN": 1856, + "FP": 3904, + "IoU": 0.8764876165969765, + "TN": 61341115, + "TP": 40875, + "n_pred": 44779, + "n_ref": 42731 + }, + "2": { + "Dice": 0.9766303441795614, + "FN": 4282, + "FP": 1886, + "IoU": 0.9543280266567937, + "TN": 61252700, + "TP": 128882, + "n_pred": 130768, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9801873497471607, + "FN": 3556, + "FP": 1702, + "IoU": 0.961144529344822, + "TN": 61252428, + "TP": 130064, + "n_pred": 131766, + "n_ref": 133620 + }, + "4": { + "Dice": 0.8889313915680757, + "FN": 2709, + "FP": 1356, + "IoU": 0.8000688569742278, + "TN": 61367418, + "TP": 16267, + "n_pred": 17623, + "n_ref": 18976 + }, + "5": { + "Dice": 0.8077871159333088, + "FN": 6886, + "FP": 3017, + "IoU": 0.6775527481114874, + "TN": 61357038, + "TP": 20809, + "n_pred": 23826, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9770876463738112, + "FN": 28106, + "FP": 17226, + "IoU": 0.9552017266289428, + "TN": 60375836, + "TP": 966582, + "n_pred": 983808, + "n_ref": 994688 + }, + "7": { + "Dice": 0.9511612107792567, + "FN": 10026, + "FP": 7443, + "IoU": 0.9068707417714231, + "TN": 61200172, + "TP": 170109, + "n_pred": 177552, + "n_ref": 180135 + }, + "8": { + "Dice": 0.9708771212430996, + "FN": 8885, + "FP": 5359, + "IoU": 0.9434025239200229, + "TN": 61136078, + "TP": 237428, + "n_pred": 242787, + "n_ref": 246313 + }, + "9": { + "Dice": 0.9528003285213381, + "FN": 4310, + "FP": 3161, + "IoU": 0.9098554501797823, + "TN": 61304872, + "TP": 75407, + "n_pred": 78568, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9797585160708118, + "FN": 2573, + "FP": 4986, + "IoU": 0.9603202099737533, + "TN": 39558300, + "TP": 182941, + "n_pred": 187927, + "n_ref": 185514 + }, + "10": { + "Dice": 0.9021415628432744, + "FN": 3788, + "FP": 6635, + "IoU": 0.8217284964167821, + "TN": 39690333, + "TP": 48044, + "n_pred": 54679, + "n_ref": 51832 + }, + "11": { + "Dice": 0.8362344582593251, + "FN": 677, + "FP": 245, + "IoU": 0.7185592185592186, + "TN": 39745524, + "TP": 2354, + "n_pred": 2599, + "n_ref": 3031 + }, + "12": { + "Dice": 0.8835694050991502, + "FN": 341, + "FP": 481, + "IoU": 0.7914234965744735, + "TN": 39744859, + "TP": 3119, + "n_pred": 3600, + "n_ref": 3460 + }, + "13": { + "Dice": 0.9039236963847165, + "FN": 4244, + "FP": 4167, + "IoU": 0.824690483138105, + "TN": 39700822, + "TP": 39567, + "n_pred": 43734, + "n_ref": 43811 + }, + "14": { + "Dice": 0.6162963691581316, + "FN": 8271, + "FP": 22936, + "IoU": 0.44539622172066323, + "TN": 39692531, + "TP": 25062, + "n_pred": 47998, + "n_ref": 33333 + }, + "15": { + "Dice": 0.93830814620865, + "FN": 2262, + "FP": 4241, + "IoU": 0.8837857640688386, + "TN": 39692843, + "TP": 49454, + "n_pred": 53695, + "n_ref": 51716 + }, + "2": { + "Dice": 0.9700933869545219, + "FN": 2905, + "FP": 4182, + "IoU": 0.9419236411017053, + "TN": 39626771, + "TP": 114942, + "n_pred": 119124, + "n_ref": 117847 + }, + "3": { + "Dice": 0.9692524808036359, + "FN": 3439, + "FP": 4862, + "IoU": 0.940339377735613, + "TN": 39609663, + "TP": 130836, + "n_pred": 135698, + "n_ref": 134275 + }, + "4": { + "Dice": 0.9293077455893738, + "FN": 965, + "FP": 2505, + "IoU": 0.8679503767410001, + "TN": 39722522, + "TP": 22808, + "n_pred": 25313, + "n_ref": 23773 + }, + "5": { + "Dice": 0.8834560777465644, + "FN": 706, + "FP": 829, + "IoU": 0.7912416700666395, + "TN": 39741447, + "TP": 5818, + "n_pred": 6647, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9806848286907471, + "FN": 15303, + "FP": 20648, + "IoU": 0.9621016701155471, + "TN": 38800183, + "TP": 912666, + "n_pred": 933314, + "n_ref": 927969 + }, + "7": { + "Dice": 0.9766871132334397, + "FN": 12538, + "FP": 21812, + "IoU": 0.9544364444774583, + "TN": 38994908, + "TP": 719542, + "n_pred": 741354, + "n_ref": 732080 + }, + "8": { + "Dice": 0.962642033842884, + "FN": 2430, + "FP": 1226, + "IoU": 0.9279747832939322, + "TN": 39698040, + "TP": 47104, + "n_pred": 48330, + "n_ref": 49534 + }, + "9": { + "Dice": 0.9270920404941023, + "FN": 1701, + "FP": 4579, + "IoU": 0.8640927977839336, + "TN": 39702592, + "TP": 39928, + "n_pred": 44507, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9720961618700774, + "FN": 2599, + "FP": 2818, + "IoU": 0.9457072984945978, + "TN": 101296834, + "TP": 94357, + "n_pred": 97175, + "n_ref": 96956 + }, + "10": { + "Dice": 0.9106525198287143, + "FN": 8278, + "FP": 6265, + "IoU": 0.8359614690489081, + "TN": 101307952, + "TP": 74113, + "n_pred": 80378, + "n_ref": 82391 + }, + "11": { + "Dice": 0.7749153238222314, + "FN": 1754, + "FP": 439, + "IoU": 0.6325402144772118, + "TN": 101390640, + "TP": 3775, + "n_pred": 4214, + "n_ref": 5529 + }, + "12": { + "Dice": 0.8323206674526163, + "FN": 636, + "FP": 1213, + "IoU": 0.7127990059024542, + "TN": 101390170, + "TP": 4589, + "n_pred": 5802, + "n_ref": 5225 + }, + "13": { + "Dice": 0.9409736657979861, + "FN": 3547, + "FP": 2274, + "IoU": 0.8885271644420614, + "TN": 101344389, + "TP": 46398, + "n_pred": 48672, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9865818563858944, + "FN": 2775, + "FP": 1925, + "IoU": 0.9735190381213166, + "TN": 101219122, + "TP": 172786, + "n_pred": 174711, + "n_ref": 175561 + }, + "15": { + "Dice": 0.9320911052139216, + "FN": 2463, + "FP": 1094, + "IoU": 0.8728189359267735, + "TN": 101368640, + "TP": 24411, + "n_pred": 25505, + "n_ref": 26874 + }, + "2": { + "Dice": 0.9793090794861602, + "FN": 5599, + "FP": 1844, + "IoU": 0.9594570303350528, + "TN": 101213025, + "TP": 176140, + "n_pred": 177984, + "n_ref": 181739 + }, + "3": { + "Dice": 0.9839390722473371, + "FN": 2195, + "FP": 3191, + "IoU": 0.9683858963296883, + "TN": 101226241, + "TP": 164981, + "n_pred": 168172, + "n_ref": 167176 + }, + "4": { + "Dice": 0.9442211547887462, + "FN": 514, + "FP": 624, + "IoU": 0.8943361188486537, + "TN": 101385838, + "TP": 9632, + "n_pred": 10256, + "n_ref": 10146 + }, + "5": { + "Dice": 0.8353429311353068, + "FN": 8518, + "FP": 3308, + "IoU": 0.717243687834736, + "TN": 101354784, + "TP": 29998, + "n_pred": 33306, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9830314739188689, + "FN": 39975, + "FP": 21840, + "IoU": 0.9666292011090669, + "TN": 99544240, + "TP": 1790553, + "n_pred": 1812393, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.9669451594087252, + "FN": 15090, + "FP": 15398, + "IoU": 0.9360056421160454, + "TN": 100920191, + "TP": 445929, + "n_pred": 461327, + "n_ref": 461019 + }, + "8": { + "Dice": 0.96595615913467, + "FN": 5135, + "FP": 12528, + "IoU": 0.9341539700350796, + "TN": 101128361, + "TP": 250584, + "n_pred": 263112, + "n_ref": 255719 + }, + "9": { + "Dice": 0.952430202425893, + "FN": 3739, + "FP": 4540, + "IoU": 0.9091806623591746, + "TN": 101305449, + "TP": 82880, + "n_pred": 87420, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9686991542488924, + "FN": 6533, + "FP": 7068, + "IoU": 0.93929832234684, + "TN": 73659441, + "TP": 210462, + "n_pred": 217530, + "n_ref": 216995 + }, + "10": { + "Dice": 0.39409568530849465, + "FN": 55363, + "FP": 7605, + "IoU": 0.2454042135033435, + "TN": 73800058, + "TP": 20478, + "n_pred": 28083, + "n_ref": 75841 + }, + "11": { + "Dice": 0.6787026182102384, + "FN": 1917, + "FP": 2194, + "IoU": 0.5136637880042588, + "TN": 73875051, + "TP": 4342, + "n_pred": 6536, + "n_ref": 6259 + }, + "12": { + "Dice": 0.6968641114982579, + "FN": 2241, + "FP": 630, + "IoU": 0.5347593582887701, + "TN": 73877333, + "TP": 3300, + "n_pred": 3930, + "n_ref": 5541 + }, + "13": { + "Dice": 0.03194139194139194, + "FN": 60040, + "FP": 12637, + "IoU": 0.016229898749255508, + "TN": 73809628, + "TP": 1199, + "n_pred": 13836, + "n_ref": 61239 + }, + "14": { + "Dice": 0.9108608108517273, + "FN": 10893, + "FP": 6771, + "IoU": 0.8363125851380279, + "TN": 73775591, + "TP": 90249, + "n_pred": 97020, + "n_ref": 101142 + }, + "15": { + "Dice": 0.92558224328882, + "FN": 19093, + "FP": 13563, + "IoU": 0.861473330561895, + "TN": 73647766, + "TP": 203082, + "n_pred": 216645, + "n_ref": 222175 + }, + "2": { + "Dice": 0.7953345322332372, + "FN": 59036, + "FP": 8907, + "IoU": 0.6602119455682972, + "TN": 73683547, + "TP": 132014, + "n_pred": 140921, + "n_ref": 191050 + }, + "3": { + "Dice": 0.8275476970491458, + "FN": 14876, + "FP": 57083, + "IoU": 0.7058263222873589, + "TN": 73638890, + "TP": 172655, + "n_pred": 229738, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 0, + "IoU": 0.0, + "TN": 73835616, + "TP": 0, + "n_pred": 0, + "n_ref": 47888 + }, + "5": { + "Dice": 0.7402140144977563, + "FN": 4406, + "FP": 3120, + "IoU": 0.5875712406839105, + "TN": 73865256, + "TP": 10722, + "n_pred": 13842, + "n_ref": 15128 + }, + "6": { + "Dice": 0.820189418713336, + "FN": 392100, + "FP": 181946, + "IoU": 0.6951873730602275, + "TN": 72000229, + "TP": 1309229, + "n_pred": 1491175, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.5348762803066504, + "FN": 108236, + "FP": 3703, + "IoU": 0.36507243253054417, + "TN": 73707202, + "TP": 64363, + "n_pred": 68066, + "n_ref": 172599 + }, + "8": { + "Dice": 0.9122967359050446, + "FN": 2586, + "FP": 12192, + "IoU": 0.8387367823743166, + "TN": 73791865, + "TP": 76861, + "n_pred": 89053, + "n_ref": 79447 + }, + "9": { + "Dice": 0.8270921695073816, + "FN": 11496, + "FP": 21403, + "IoU": 0.7051638227702897, + "TN": 73771920, + "TP": 78685, + "n_pred": 100088, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9721393747067198, + "FN": 3997, + "FP": 6512, + "IoU": 0.9457890990126591, + "TN": 69301922, + "TP": 183345, + "n_pred": 189857, + "n_ref": 187342 + }, + "10": { + "Dice": 0.8417036392740456, + "FN": 9895, + "FP": 11762, + "IoU": 0.7266738183883384, + "TN": 69416541, + "TP": 57578, + "n_pred": 69340, + "n_ref": 67473 + }, + "11": { + "Dice": 0.8003159141766487, + "FN": 421, + "FP": 1096, + "IoU": 0.6671055518981787, + "TN": 69491219, + "TP": 3040, + "n_pred": 4136, + "n_ref": 3461 + }, + "12": { + "Dice": 0.8211690363349131, + "FN": 553, + "FP": 579, + "IoU": 0.6965960868399893, + "TN": 69492045, + "TP": 2599, + "n_pred": 3178, + "n_ref": 3152 + }, + "13": { + "Dice": 0.8650426753715619, + "FN": 9051, + "FP": 12406, + "IoU": 0.7621807944671041, + "TN": 69405552, + "TP": 68767, + "n_pred": 81173, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9656521565548355, + "FN": 5911, + "FP": 4413, + "IoU": 0.9335855076938913, + "TN": 69340328, + "TP": 145124, + "n_pred": 149537, + "n_ref": 151035 + }, + "15": { + "Dice": 0.9415916440870553, + "FN": 7814, + "FP": 2878, + "IoU": 0.8896298284369387, + "TN": 69398902, + "TP": 86182, + "n_pred": 89060, + "n_ref": 93996 + }, + "2": { + "Dice": 0.9676843277517482, + "FN": 5472, + "FP": 4191, + "IoU": 0.9373918790211285, + "TN": 69341435, + "TP": 144678, + "n_pred": 148869, + "n_ref": 150150 + }, + "3": { + "Dice": 0.9712226854933838, + "FN": 6251, + "FP": 3605, + "IoU": 0.9440553089559186, + "TN": 69319602, + "TP": 166318, + "n_pred": 169923, + "n_ref": 172569 + }, + "4": { + "Dice": 0.8057299495976655, + "FN": 9783, + "FP": 3399, + "IoU": 0.674663112690656, + "TN": 69455258, + "TP": 27336, + "n_pred": 30735, + "n_ref": 37119 + }, + "5": { + "Dice": 0.9036667389889347, + "FN": 2433, + "FP": 1119, + "IoU": 0.8242628141698001, + "TN": 69475564, + "TP": 16660, + "n_pred": 17779, + "n_ref": 19093 + }, + "6": { + "Dice": 0.982699408209341, + "FN": 24837, + "FP": 25332, + "IoU": 0.9659872570009884, + "TN": 68020770, + "TP": 1424837, + "n_pred": 1450169, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.9607271271271272, + "FN": 13064, + "FP": 11457, + "IoU": 0.9244224035900976, + "TN": 69171328, + "TP": 299927, + "n_pred": 311384, + "n_ref": 312991 + }, + "8": { + "Dice": 0.9559088130965505, + "FN": 5010, + "FP": 2709, + "IoU": 0.915541501630304, + "TN": 69404382, + "TP": 83675, + "n_pred": 86384, + "n_ref": 88685 + }, + "9": { + "Dice": 0.9179107750330474, + "FN": 7111, + "FP": 5992, + "IoU": 0.8482764210696958, + "TN": 69409415, + "TP": 73258, + "n_pred": 79250, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9781093647095829, + "FN": 3399, + "FP": 5509, + "IoU": 0.9571565986918046, + "TN": 50625632, + "TP": 199012, + "n_pred": 204521, + "n_ref": 202411 + }, + "10": { + "Dice": 0.9114650577151696, + "FN": 4537, + "FP": 9315, + "IoU": 0.837331924138336, + "TN": 50748397, + "TP": 71303, + "n_pred": 80618, + "n_ref": 75840 + }, + "11": { + "Dice": 0.8540016913969402, + "FN": 1175, + "FP": 724, + "IoU": 0.7452032738494566, + "TN": 50826099, + "TP": 5554, + "n_pred": 6278, + "n_ref": 6729 + }, + "12": { + "Dice": 0.8901724956480456, + "FN": 674, + "FP": 714, + "IoU": 0.8020818479965778, + "TN": 50826539, + "TP": 5625, + "n_pred": 6339, + "n_ref": 6299 + }, + "13": { + "Dice": 0.7815690847747323, + "FN": 4365, + "FP": 20172, + "IoU": 0.6414553956308906, + "TN": 50765117, + "TP": 43898, + "n_pred": 64070, + "n_ref": 48263 + }, + "14": { + "Dice": 0.6331046913332999, + "FN": 25447, + "FP": 3865, + "IoU": 0.4631698472583422, + "TN": 50778950, + "TP": 25290, + "n_pred": 29155, + "n_ref": 50737 + }, + "15": { + "Dice": 0.8538510832662967, + "FN": 3444, + "FP": 7275, + "IoU": 0.744973947800433, + "TN": 50791521, + "TP": 31312, + "n_pred": 38587, + "n_ref": 34756 + }, + "2": { + "Dice": 0.9745514265412434, + "FN": 4971, + "FP": 5845, + "IoU": 0.9503659683821674, + "TN": 50615637, + "TP": 207099, + "n_pred": 212944, + "n_ref": 212070 + }, + "3": { + "Dice": 0.9731806045990871, + "FN": 5392, + "FP": 5507, + "IoU": 0.9477621955311011, + "TN": 50624910, + "TP": 197743, + "n_pred": 203250, + "n_ref": 203135 + }, + "4": { + "Dice": 0.9494773519163763, + "FN": 525, + "FP": 1331, + "IoU": 0.9038142620232172, + "TN": 50814256, + "TP": 17440, + "n_pred": 18771, + "n_ref": 17965 + }, + "5": { + "Dice": 0.8901858884669198, + "FN": 1710, + "FP": 1037, + "IoU": 0.8021035948418702, + "TN": 50819671, + "TP": 11134, + "n_pred": 12171, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9872022575923218, + "FN": 27805, + "FP": 28420, + "IoU": 0.9747279404923344, + "TN": 48608763, + "TP": 2168564, + "n_pred": 2196984, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.959215432565581, + "FN": 8930, + "FP": 9730, + "IoU": 0.921627263296275, + "TN": 50595459, + "TP": 219433, + "n_pred": 229163, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9649670482136663, + "FN": 4163, + "FP": 3008, + "IoU": 0.9323056300268097, + "TN": 50727620, + "TP": 98761, + "n_pred": 101769, + "n_ref": 102924 + }, + "9": { + "Dice": 0.9555339232012794, + "FN": 5180, + "FP": 5052, + "IoU": 0.9148539568943996, + "TN": 50713382, + "TP": 109938, + "n_pred": 114990, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9785471784386706, + "FN": 5436, + "FP": 3619, + "IoU": 0.9579954725103446, + "TN": 76669288, + "TP": 206517, + "n_pred": 210136, + "n_ref": 211953 + }, + "10": { + "Dice": 0.8586577814292452, + "FN": 8522, + "FP": 10058, + "IoU": 0.7523228068304517, + "TN": 76809843, + "TP": 56437, + "n_pred": 66495, + "n_ref": 64959 + }, + "11": { + "Dice": 0.8234523419587291, + "FN": 360, + "FP": 718, + "IoU": 0.6998886414253898, + "TN": 76881268, + "TP": 2514, + "n_pred": 3232, + "n_ref": 2874 + }, + "12": { + "Dice": 0.8539848749272833, + "FN": 407, + "FP": 346, + "IoU": 0.7451776649746192, + "TN": 76881905, + "TP": 2202, + "n_pred": 2548, + "n_ref": 2609 + }, + "13": { + "Dice": 0.6817484404923229, + "FN": 12346, + "FP": 16071, + "IoU": 0.5171611105447378, + "TN": 76826006, + "TP": 30437, + "n_pred": 46508, + "n_ref": 42783 + }, + "14": { + "Dice": 0.9541602136507201, + "FN": 3265, + "FP": 4253, + "IoU": 0.9123387980690749, + "TN": 76799098, + "TP": 78244, + "n_pred": 82497, + "n_ref": 81509 + }, + "15": { + "Dice": 0.8729566963005448, + "FN": 8053, + "FP": 1250, + "IoU": 0.7745547073791349, + "TN": 76843595, + "TP": 31962, + "n_pred": 33212, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9605197887385591, + "FN": 5145, + "FP": 2973, + "IoU": 0.9240385515111819, + "TN": 76777990, + "TP": 98752, + "n_pred": 101725, + "n_ref": 103897 + }, + "3": { + "Dice": 0.9646545621121893, + "FN": 4753, + "FP": 2037, + "IoU": 0.931722425010307, + "TN": 76785413, + "TP": 92657, + "n_pred": 94694, + "n_ref": 97410 + }, + "4": { + "Dice": 0.959067410035479, + "FN": 1229, + "FP": 790, + "IoU": 0.9213540043627299, + "TN": 76859188, + "TP": 23653, + "n_pred": 24443, + "n_ref": 24882 + }, + "5": { + "Dice": 0.9284052557423245, + "FN": 1588, + "FP": 597, + "IoU": 0.8663772015655578, + "TN": 76868508, + "TP": 14167, + "n_pred": 14764, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9763631657935021, + "FN": 25714, + "FP": 27804, + "IoU": 0.953817929530016, + "TN": 75726012, + "TP": 1105330, + "n_pred": 1133134, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.9342049326276747, + "FN": 9528, + "FP": 11830, + "IoU": 0.8765333610812436, + "TN": 76711874, + "TP": 151628, + "n_pred": 163458, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9653175463034618, + "FN": 2463, + "FP": 2915, + "IoU": 0.9329601974545318, + "TN": 76804639, + "TP": 74843, + "n_pred": 77758, + "n_ref": 77306 + }, + "9": { + "Dice": 0.9508942945010047, + "FN": 6119, + "FP": 2727, + "IoU": 0.9063855906195102, + "TN": 76790366, + "TP": 85648, + "n_pred": 88375, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9591299500771018, + "FN": 6706, + "FP": 3339, + "IoU": 0.9214694477453249, + "TN": 130872020, + "TP": 117867, + "n_pred": 121206, + "n_ref": 124573 + }, + "10": { + "Dice": 0.8697666257238112, + "FN": 7995, + "FP": 6849, + "IoU": 0.7695460473203751, + "TN": 130935520, + "TP": 49568, + "n_pred": 56417, + "n_ref": 57563 + }, + "11": { + "Dice": 0.7640747930928783, + "FN": 1829, + "FP": 480, + "IoU": 0.6182208994708994, + "TN": 130993884, + "TP": 3739, + "n_pred": 4219, + "n_ref": 5568 + }, + "12": { + "Dice": 0.8015290061460051, + "FN": 1955, + "FP": 693, + "IoU": 0.6687929956222639, + "TN": 130991937, + "TP": 5347, + "n_pred": 6040, + "n_ref": 7302 + }, + "13": { + "Dice": 0.7089997040961546, + "FN": 28100, + "FP": 13204, + "IoU": 0.5491863219130986, + "TN": 130908311, + "TP": 50317, + "n_pred": 63521, + "n_ref": 78417 + }, + "14": { + "Dice": 0.8610024863120745, + "FN": 229117, + "FP": 2386, + "IoU": 0.7559300841002371, + "TN": 130051421, + "TP": 717008, + "n_pred": 719394, + "n_ref": 946125 + }, + "15": { + "Dice": 0.6976425125191503, + "FN": 10055, + "FP": 3168, + "IoU": 0.5356766626869864, + "TN": 130971454, + "TP": 15255, + "n_pred": 18423, + "n_ref": 25310 + }, + "2": { + "Dice": 0.9566329799893813, + "FN": 9846, + "FP": 9104, + "IoU": 0.9168710162792432, + "TN": 130771973, + "TP": 209009, + "n_pred": 218113, + "n_ref": 218855 + }, + "3": { + "Dice": 0.9672124107574213, + "FN": 12768, + "FP": 5556, + "IoU": 0.9365066164928949, + "TN": 130711335, + "TP": 270273, + "n_pred": 275829, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 13, + "IoU": 0.0, + "TN": 130997639, + "TP": 0, + "n_pred": 13, + "n_ref": 2280 + }, + "5": { + "Dice": 0.8119208381839348, + "FN": 6283, + "FP": 1795, + "IoU": 0.6833895116406679, + "TN": 130974418, + "TP": 17436, + "n_pred": 19231, + "n_ref": 23719 + }, + "6": { + "Dice": 0.9733005227256551, + "FN": 57630, + "FP": 20023, + "IoU": 0.9479896934490979, + "TN": 129506901, + "TP": 1415378, + "n_pred": 1435401, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.9240994297724433, + "FN": 22481, + "FP": 7348, + "IoU": 0.8589078353002388, + "TN": 130788517, + "TP": 181586, + "n_pred": 188934, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9607475464769876, + "FN": 3312, + "FP": 6715, + "IoU": 0.9244602148593469, + "TN": 130867194, + "TP": 122711, + "n_pred": 129426, + "n_ref": 126023 + }, + "9": { + "Dice": 0.8334457181389077, + "FN": 5307, + "FP": 15441, + "IoU": 0.7144508670520231, + "TN": 130927272, + "TP": 51912, + "n_pred": 67353, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9631640437083362, + "FN": 1357, + "FP": 2931, + "IoU": 0.9289454497249288, + "TN": 74366350, + "TP": 56060, + "n_pred": 58991, + "n_ref": 57417 + }, + "10": { + "Dice": 0.8785040594910705, + "FN": 11851, + "FP": 6660, + "IoU": 0.7833323579329314, + "TN": 74341263, + "TP": 66924, + "n_pred": 73584, + "n_ref": 78775 + }, + "11": { + "Dice": 0.8214525139664804, + "FN": 550, + "FP": 249, + "IoU": 0.6970041714069017, + "TN": 74424061, + "TP": 1838, + "n_pred": 2087, + "n_ref": 2388 + }, + "12": { + "Dice": 0.7887494941319304, + "FN": 508, + "FP": 536, + "IoU": 0.6511861009021049, + "TN": 74423705, + "TP": 1949, + "n_pred": 2485, + "n_ref": 2457 + }, + "13": { + "Dice": 0.5579113839225882, + "FN": 61699, + "FP": 4273, + "IoU": 0.38687732342007436, + "TN": 74319098, + "TP": 41628, + "n_pred": 45901, + "n_ref": 103327 + }, + "14": { + "Dice": 0.9310545690385112, + "FN": 15853, + "FP": 7109, + "IoU": 0.8710028988112627, + "TN": 74248694, + "TP": 155042, + "n_pred": 162151, + "n_ref": 170895 + }, + "15": { + "Dice": 0.8303858323726361, + "FN": 5291, + "FP": 1624, + "IoU": 0.7099656069121718, + "TN": 74402856, + "TP": 16927, + "n_pred": 18551, + "n_ref": 22218 + }, + "2": { + "Dice": 0.956934142313065, + "FN": 6063, + "FP": 4080, + "IoU": 0.9174244706227154, + "TN": 74303865, + "TP": 112690, + "n_pred": 116770, + "n_ref": 118753 + }, + "3": { + "Dice": 0.9630092729221355, + "FN": 7194, + "FP": 2332, + "IoU": 0.9286575547650253, + "TN": 74293173, + "TP": 123999, + "n_pred": 126331, + "n_ref": 131193 + }, + "4": { + "Dice": 0.5740405587266231, + "FN": 18090, + "FP": 268, + "IoU": 0.4025644363447019, + "TN": 74395970, + "TP": 12370, + "n_pred": 12638, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9763779086788612, + "FN": 15464, + "FP": 26735, + "IoU": 0.9538460697137733, + "TN": 73512388, + "TP": 872111, + "n_pred": 898846, + "n_ref": 887575 + }, + "7": { + "Dice": 0.8863677426187939, + "FN": 8243, + "FP": 28235, + "IoU": 0.7959249893705105, + "TN": 74247950, + "TP": 142270, + "n_pred": 170505, + "n_ref": 150513 + }, + "8": { + "Dice": 0.9492767731369607, + "FN": 1788, + "FP": 2641, + "IoU": 0.9034508316438864, + "TN": 74380825, + "TP": 41444, + "n_pred": 44085, + "n_ref": 43232 + }, + "9": { + "Dice": 0.8934904601571269, + "FN": 1928, + "FP": 5664, + "IoU": 0.8074855462014403, + "TN": 74387262, + "TP": 31844, + "n_pred": 37508, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9788622287438073, + "FN": 2980, + "FP": 2955, + "IoU": 0.9585995703005106, + "TN": 106503332, + "TP": 137421, + "n_pred": 140376, + "n_ref": 140401 + }, + "10": { + "Dice": 0.9034867276445512, + "FN": 10542, + "FP": 8430, + "IoU": 0.8239633303332003, + "TN": 106538915, + "TP": 88801, + "n_pred": 97231, + "n_ref": 99343 + }, + "11": { + "Dice": 0.6530075599868522, + "FN": 1671, + "FP": 1496, + "IoU": 0.4847893281275419, + "TN": 106640541, + "TP": 2980, + "n_pred": 4476, + "n_ref": 4651 + }, + "12": { + "Dice": 0.8532804614275414, + "FN": 736, + "FP": 892, + "IoU": 0.74410562716127, + "TN": 106640326, + "TP": 4734, + "n_pred": 5626, + "n_ref": 5470 + }, + "13": { + "Dice": 0.8976720775135271, + "FN": 5274, + "FP": 2858, + "IoU": 0.8143421383073446, + "TN": 106602887, + "TP": 35669, + "n_pred": 38527, + "n_ref": 40943 + }, + "14": { + "Dice": 0.962804520779065, + "FN": 2061, + "FP": 3208, + "IoU": 0.928276819623484, + "TN": 106573225, + "TP": 68194, + "n_pred": 71402, + "n_ref": 70255 + }, + "15": { + "Dice": 0.916017966750774, + "FN": 967, + "FP": 3726, + "IoU": 0.8450490309373658, + "TN": 106616401, + "TP": 25594, + "n_pred": 29320, + "n_ref": 26561 + }, + "2": { + "Dice": 0.9711326950256634, + "FN": 3900, + "FP": 6966, + "IoU": 0.9438852710456055, + "TN": 106453049, + "TP": 182773, + "n_pred": 189739, + "n_ref": 186673 + }, + "3": { + "Dice": 0.9741666335044503, + "FN": 3613, + "FP": 4177, + "IoU": 0.9496343805158112, + "TN": 106492019, + "TP": 146879, + "n_pred": 151056, + "n_ref": 150492 + }, + "4": { + "Dice": 0.868879887284255, + "FN": 216, + "FP": 2762, + "IoU": 0.768158816660179, + "TN": 106633843, + "TP": 9867, + "n_pred": 12629, + "n_ref": 10083 + }, + "5": { + "Dice": 0.7619945773900743, + "FN": 1210, + "FP": 809, + "IoU": 0.6155018091792039, + "TN": 106641437, + "TP": 3232, + "n_pred": 4041, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9799823566358302, + "FN": 30636, + "FP": 20102, + "IoU": 0.9607503978104759, + "TN": 105353987, + "TP": 1241963, + "n_pred": 1262065, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.9736798920170372, + "FN": 7541, + "FP": 10262, + "IoU": 0.9487097489794095, + "TN": 106299585, + "TP": 329300, + "n_pred": 339562, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9583533323594677, + "FN": 2146, + "FP": 3841, + "IoU": 0.9200368629127044, + "TN": 106571816, + "TP": 68885, + "n_pred": 72726, + "n_ref": 71031 + }, + "9": { + "Dice": 0.9243537349744131, + "FN": 7955, + "FP": 4669, + "IoU": 0.8593473198667454, + "TN": 106556935, + "TP": 77129, + "n_pred": 81798, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9718824864455933, + "FN": 4438, + "FP": 4259, + "IoU": 0.9453029188128526, + "TN": 107967925, + "TP": 150306, + "n_pred": 154565, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8951695485532052, + "FN": 4651, + "FP": 13264, + "IoU": 0.8102325088713521, + "TN": 108032523, + "TP": 76490, + "n_pred": 89754, + "n_ref": 81141 + }, + "11": { + "Dice": 0.8192960402262728, + "FN": 430, + "FP": 720, + "IoU": 0.6939047112057493, + "TN": 108123171, + "TP": 2607, + "n_pred": 3327, + "n_ref": 3037 + }, + "12": { + "Dice": 0.8322027390247024, + "FN": 723, + "FP": 588, + "IoU": 0.7126260412099956, + "TN": 108122366, + "TP": 3251, + "n_pred": 3839, + "n_ref": 3974 + }, + "13": { + "Dice": 0.8654984145791398, + "FN": 13141, + "FP": 6838, + "IoU": 0.7628886779017328, + "TN": 108042668, + "TP": 64281, + "n_pred": 71119, + "n_ref": 77422 + }, + "14": { + "Dice": 0.8808018761234718, + "FN": 2898, + "FP": 7115, + "IoU": 0.7869937031994554, + "TN": 108079920, + "TP": 36995, + "n_pred": 44110, + "n_ref": 39893 + }, + "15": { + "Dice": 0.8731132499775119, + "FN": 2965, + "FP": 4088, + "IoU": 0.774801238864587, + "TN": 108095609, + "TP": 24266, + "n_pred": 28354, + "n_ref": 27231 + }, + "2": { + "Dice": 0.9692982804600624, + "FN": 7394, + "FP": 4199, + "IoU": 0.9404255975169196, + "TN": 107932331, + "TP": 183004, + "n_pred": 187203, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9715209437614651, + "FN": 8518, + "FP": 2722, + "IoU": 0.944619083751318, + "TN": 107923970, + "TP": 191718, + "n_pred": 194440, + "n_ref": 200236 + }, + "4": { + "Dice": 0.958470254115058, + "FN": 1079, + "FP": 1714, + "IoU": 0.9202524055620592, + "TN": 108091905, + "TP": 32230, + "n_pred": 33944, + "n_ref": 33309 + }, + "5": { + "Dice": 0.8583547557840617, + "FN": 538, + "FP": 564, + "IoU": 0.7518576897095249, + "TN": 108122487, + "TP": 3339, + "n_pred": 3903, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9852609055401533, + "FN": 22495, + "FP": 21094, + "IoU": 0.9709499820390928, + "TN": 106626447, + "TP": 1456892, + "n_pred": 1477986, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.972816697672875, + "FN": 7215, + "FP": 6710, + "IoU": 0.9470721491178058, + "TN": 107863834, + "TP": 249169, + "n_pred": 255879, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9637617152099848, + "FN": 1164, + "FP": 1995, + "IoU": 0.9300580082362839, + "TN": 108081762, + "TP": 42007, + "n_pred": 44002, + "n_ref": 43171 + }, + "9": { + "Dice": 0.9190490616579237, + "FN": 4098, + "FP": 6056, + "IoU": 0.8502227335752427, + "TN": 108059134, + "TP": 57640, + "n_pred": 63696, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9494743685287076, + "FN": 4732, + "FP": 8014, + "IoU": 0.9038088553812251, + "TN": 62437653, + "TP": 119761, + "n_pred": 127775, + "n_ref": 124493 + }, + "10": { + "Dice": 0.9081737346101231, + "FN": 6036, + "FP": 4704, + "IoU": 0.8317932654659358, + "TN": 62506310, + "TP": 53110, + "n_pred": 57814, + "n_ref": 59146 + }, + "11": { + "Dice": 0.6562237762237763, + "FN": 879, + "FP": 350, + "IoU": 0.48834304746044965, + "TN": 62567758, + "TP": 1173, + "n_pred": 1523, + "n_ref": 2052 + }, + "12": { + "Dice": 0.786010124252186, + "FN": 851, + "FP": 1009, + "IoU": 0.6474601971190296, + "TN": 62564884, + "TP": 3416, + "n_pred": 4425, + "n_ref": 4267 + }, + "13": { + "Dice": 0.8930826534231997, + "FN": 3945, + "FP": 5097, + "IoU": 0.8068196385078836, + "TN": 62523354, + "TP": 37764, + "n_pred": 42861, + "n_ref": 41709 + }, + "14": { + "Dice": 0.9690841959610752, + "FN": 12311, + "FP": 9518, + "IoU": 0.9400226402237646, + "TN": 62206206, + "TP": 342125, + "n_pred": 351643, + "n_ref": 354436 + }, + "15": { + "Dice": 0.914393558665968, + "FN": 5824, + "FP": 10188, + "IoU": 0.8422882582958228, + "TN": 62468633, + "TP": 85515, + "n_pred": 95703, + "n_ref": 91339 + }, + "2": { + "Dice": 0.958867869933774, + "FN": 4633, + "FP": 9298, + "IoU": 0.9209857637116443, + "TN": 62393850, + "TP": 162379, + "n_pred": 171677, + "n_ref": 167012 + }, + "3": { + "Dice": 0.9743242225736014, + "FN": 6068, + "FP": 4162, + "IoU": 0.949933930406695, + "TN": 62365830, + "TP": 194100, + "n_pred": 198262, + "n_ref": 200168 + }, + "4": { + "Dice": 0.9263441550109073, + "FN": 1823, + "FP": 1621, + "IoU": 0.8627943109836261, + "TN": 62545059, + "TP": 21657, + "n_pred": 23278, + "n_ref": 23480 + }, + "5": { + "Dice": 0.7646979865771812, + "FN": 2478, + "FP": 1028, + "IoU": 0.6190372704552863, + "TN": 62560957, + "TP": 5697, + "n_pred": 6725, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9757925147989726, + "FN": 50462, + "FP": 19352, + "IoU": 0.952729333556323, + "TN": 61093261, + "TP": 1407085, + "n_pred": 1426437, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.9234160486540584, + "FN": 7474, + "FP": 22370, + "IoU": 0.8577278599589068, + "TN": 62360393, + "TP": 179923, + "n_pred": 202293, + "n_ref": 187397 + }, + "8": { + "Dice": 0.9472476582885044, + "FN": 2419, + "FP": 5122, + "IoU": 0.8997820482151875, + "TN": 62494914, + "TP": 67705, + "n_pred": 72827, + "n_ref": 70124 + }, + "9": { + "Dice": 0.9097474307278247, + "FN": 2104, + "FP": 7319, + "IoU": 0.8344373188087499, + "TN": 62513245, + "TP": 47492, + "n_pred": 54811, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9439718060949798, + "FN": 5089, + "FP": 27629, + "IoU": 0.8938888294301365, + "TN": 55072911, + "TP": 275619, + "n_pred": 303248, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8929094610277191, + "FN": 6168, + "FP": 10719, + "IoU": 0.80653698102832, + "TN": 55293960, + "TP": 70401, + "n_pred": 81120, + "n_ref": 76569 + }, + "11": { + "Dice": 0.7856213787395058, + "FN": 1005, + "FP": 808, + "IoU": 0.6469328140214217, + "TN": 55376113, + "TP": 3322, + "n_pred": 4130, + "n_ref": 4327 + }, + "12": { + "Dice": 0.8484653359089933, + "FN": 775, + "FP": 637, + "IoU": 0.7368126747437093, + "TN": 55375883, + "TP": 3953, + "n_pred": 4590, + "n_ref": 4728 + }, + "13": { + "Dice": 0.86812338647433, + "FN": 5944, + "FP": 8921, + "IoU": 0.766977050413845, + "TN": 55317456, + "TP": 48927, + "n_pred": 57848, + "n_ref": 54871 + }, + "14": { + "Dice": 0.9481855168519759, + "FN": 5344, + "FP": 4475, + "IoU": 0.9014760036523816, + "TN": 55281587, + "TP": 89842, + "n_pred": 94317, + "n_ref": 95186 + }, + "15": { + "Dice": 0.9048180036553409, + "FN": 5678, + "FP": 11612, + "IoU": 0.826180494817585, + "TN": 55281777, + "TP": 82181, + "n_pred": 93793, + "n_ref": 87859 + }, + "2": { + "Dice": 0.9607841650426786, + "FN": 5310, + "FP": 10205, + "IoU": 0.9245280265404503, + "TN": 55175675, + "TP": 190058, + "n_pred": 200263, + "n_ref": 195368 + }, + "3": { + "Dice": 0.9613907879482096, + "FN": 10992, + "FP": 2895, + "IoU": 0.925652090114785, + "TN": 55194464, + "TP": 172897, + "n_pred": 175792, + "n_ref": 183889 + }, + "4": { + "Dice": 0.9120512106874478, + "FN": 855, + "FP": 409, + "IoU": 0.8383218214377078, + "TN": 55373430, + "TP": 6554, + "n_pred": 6963, + "n_ref": 7409 + }, + "5": { + "Dice": 0.8697247706422019, + "FN": 900, + "FP": 520, + "IoU": 0.7694805194805194, + "TN": 55375088, + "TP": 4740, + "n_pred": 5260, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9753627464417395, + "FN": 54165, + "FP": 18817, + "IoU": 0.9519102912319405, + "TN": 53863626, + "TP": 1444640, + "n_pred": 1463457, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.958009853471583, + "FN": 9775, + "FP": 4731, + "IoU": 0.9194039470175127, + "TN": 55201264, + "TP": 165478, + "n_pred": 170209, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9581498721013125, + "FN": 1354, + "FP": 2638, + "IoU": 0.9196619038035823, + "TN": 55331558, + "TP": 45698, + "n_pred": 48336, + "n_ref": 47052 + }, + "9": { + "Dice": 0.9117955564031658, + "FN": 3106, + "FP": 6144, + "IoU": 0.8378899404135998, + "TN": 55324188, + "TP": 47810, + "n_pred": 53954, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9831266032321506, + "FN": 4552, + "FP": 5203, + "IoU": 0.9668131808315926, + "TN": 110852673, + "TP": 284187, + "n_pred": 289390, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8948944471365913, + "FN": 10252, + "FP": 6666, + "IoU": 0.8097818754216326, + "TN": 111057675, + "TP": 72022, + "n_pred": 78688, + "n_ref": 82274 + }, + "11": { + "Dice": 0.8188166115398751, + "FN": 292, + "FP": 1187, + "IoU": 0.6932171748599876, + "TN": 111141794, + "TP": 3342, + "n_pred": 4529, + "n_ref": 3634 + }, + "12": { + "Dice": 0.854673721340388, + "FN": 681, + "FP": 143, + "IoU": 0.7462272867262089, + "TN": 111143368, + "TP": 2423, + "n_pred": 2566, + "n_ref": 3104 + }, + "13": { + "Dice": 0.8947213596992972, + "FN": 7846, + "FP": 5038, + "IoU": 0.8094984622663828, + "TN": 111078983, + "TP": 54748, + "n_pred": 59786, + "n_ref": 62594 + }, + "14": { + "Dice": 0.9259382674910832, + "FN": 3603, + "FP": 2398, + "IoU": 0.862090361722664, + "TN": 111103101, + "TP": 37513, + "n_pred": 39911, + "n_ref": 41116 + }, + "15": { + "Dice": 0.8960752018639778, + "FN": 3058, + "FP": 2116, + "IoU": 0.8117176128093159, + "TN": 111119135, + "TP": 22306, + "n_pred": 24422, + "n_ref": 25364 + }, + "2": { + "Dice": 0.9714637066761593, + "FN": 5791, + "FP": 3027, + "IoU": 0.9445108675132462, + "TN": 110987701, + "TP": 150096, + "n_pred": 153123, + "n_ref": 155887 + }, + "3": { + "Dice": 0.976705025003423, + "FN": 5594, + "FP": 5805, + "IoU": 0.9544706549611369, + "TN": 110896249, + "TP": 238967, + "n_pred": 244772, + "n_ref": 244561 + }, + "4": { + "Dice": 0.9448122465000655, + "FN": 785, + "FP": 1324, + "IoU": 0.895397282015673, + "TN": 111126453, + "TP": 18053, + "n_pred": 19377, + "n_ref": 18838 + }, + "5": { + "Dice": 0.8270770325564846, + "FN": 118, + "FP": 1826, + "IoU": 0.7051418170787198, + "TN": 111140022, + "TP": 4649, + "n_pred": 6475, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9839107604704842, + "FN": 19355, + "FP": 32477, + "IoU": 0.9683310502589996, + "TN": 109509933, + "TP": 1584850, + "n_pred": 1617327, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.9384419872757774, + "FN": 25721, + "FP": 20587, + "IoU": 0.8840232714814156, + "TN": 110747328, + "TP": 352979, + "n_pred": 373566, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9524464531342111, + "FN": 2997, + "FP": 4747, + "IoU": 0.9092102794972801, + "TN": 111061319, + "TP": 77552, + "n_pred": 82299, + "n_ref": 80549 + }, + "9": { + "Dice": 0.9173637163632995, + "FN": 6337, + "FP": 2584, + "IoU": 0.8473424826311646, + "TN": 111088177, + "TP": 49517, + "n_pred": 52101, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9778960883165039, + "FN": 4921, + "FP": 3997, + "IoU": 0.9567482103711176, + "TN": 96914837, + "TP": 197270, + "n_pred": 201267, + "n_ref": 202191 + }, + "10": { + "Dice": 0.9312580710935907, + "FN": 5893, + "FP": 4221, + "IoU": 0.8713591615578337, + "TN": 97042403, + "TP": 68508, + "n_pred": 72729, + "n_ref": 74401 + }, + "11": { + "Dice": 0.8201360544217687, + "FN": 898, + "FP": 424, + "IoU": 0.6951107011070111, + "TN": 97116689, + "TP": 3014, + "n_pred": 3438, + "n_ref": 3912 + }, + "12": { + "Dice": 0.7803743258961616, + "FN": 1593, + "FP": 484, + "IoU": 0.6398474076642968, + "TN": 97115258, + "TP": 3690, + "n_pred": 4174, + "n_ref": 5283 + }, + "13": { + "Dice": 0.9206950474469925, + "FN": 3975, + "FP": 4190, + "IoU": 0.8530444016486385, + "TN": 97065464, + "TP": 47396, + "n_pred": 51586, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9491447892564031, + "FN": 8811, + "FP": 4530, + "IoU": 0.9032117646205301, + "TN": 96983188, + "TP": 124496, + "n_pred": 129026, + "n_ref": 133307 + }, + "15": { + "Dice": 0.944702703846615, + "FN": 1538, + "FP": 6301, + "IoU": 0.8952005347593582, + "TN": 97046225, + "TP": 66961, + "n_pred": 73262, + "n_ref": 68499 + }, + "2": { + "Dice": 0.9666938509215462, + "FN": 4407, + "FP": 6824, + "IoU": 0.9355347897461801, + "TN": 96946807, + "TP": 162987, + "n_pred": 169811, + "n_ref": 167394 + }, + "3": { + "Dice": 0.9642063565468282, + "FN": 6132, + "FP": 9735, + "IoU": 0.9308865357894233, + "TN": 96891446, + "TP": 213712, + "n_pred": 223447, + "n_ref": 219844 + }, + "4": { + "Dice": 0.9341559040590406, + "FN": 1031, + "FP": 1253, + "IoU": 0.8764470410040031, + "TN": 97102539, + "TP": 16202, + "n_pred": 17455, + "n_ref": 17233 + }, + "5": { + "Dice": 0.8353462310226025, + "FN": 1426, + "FP": 2923, + "IoU": 0.7172485534100513, + "TN": 97105644, + "TP": 11032, + "n_pred": 13955, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9844953987507057, + "FN": 30345, + "FP": 18707, + "IoU": 0.9694642422491828, + "TN": 95514646, + "TP": 1557327, + "n_pred": 1576034, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.9644868245030022, + "FN": 16750, + "FP": 6080, + "IoU": 0.9314095149393862, + "TN": 96788180, + "TP": 310015, + "n_pred": 316095, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9650829200132791, + "FN": 2721, + "FP": 4326, + "IoU": 0.9325219756018155, + "TN": 97016591, + "TP": 97387, + "n_pred": 101713, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9478463499759661, + "FN": 4738, + "FP": 5244, + "IoU": 0.900863053560965, + "TN": 97020336, + "TP": 90707, + "n_pred": 95951, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9769732019634706, + "FN": 3878, + "FP": 5232, + "IoU": 0.9549830012650221, + "TN": 78854037, + "TP": 193258, + "n_pred": 198490, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8805165756620397, + "FN": 6013, + "FP": 17598, + "IoU": 0.7865382876774252, + "TN": 78945795, + "TP": 86999, + "n_pred": 104597, + "n_ref": 93012 + }, + "11": { + "Dice": 0.8057980563333882, + "FN": 563, + "FP": 616, + "IoU": 0.6747586206896552, + "TN": 79052780, + "TP": 2446, + "n_pred": 3062, + "n_ref": 3009 + }, + "12": { + "Dice": 0.704245709123758, + "FN": 1055, + "FP": 582, + "IoU": 0.5435025097601784, + "TN": 79052819, + "TP": 1949, + "n_pred": 2531, + "n_ref": 3004 + }, + "13": { + "Dice": 0.8499878827045804, + "FN": 12865, + "FP": 5705, + "IoU": 0.7391121101432987, + "TN": 78985225, + "TP": 52610, + "n_pred": 58315, + "n_ref": 65475 + }, + "14": { + "Dice": 0.6023966740034238, + "FN": 19404, + "FP": 4983, + "IoU": 0.4310212080912718, + "TN": 79013544, + "TP": 18474, + "n_pred": 23457, + "n_ref": 37878 + }, + "15": { + "Dice": 0.7490083709756128, + "FN": 8602, + "FP": 11457, + "IoU": 0.5987317209786153, + "TN": 79006416, + "TP": 29930, + "n_pred": 41387, + "n_ref": 38532 + }, + "2": { + "Dice": 0.9585752795085951, + "FN": 4289, + "FP": 5085, + "IoU": 0.9204460587955734, + "TN": 78938573, + "TP": 108458, + "n_pred": 113543, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9573234451373672, + "FN": 7784, + "FP": 2344, + "IoU": 0.9181403769680903, + "TN": 78932681, + "TP": 113596, + "n_pred": 115940, + "n_ref": 121380 + }, + "4": { + "Dice": 0.899701526158698, + "FN": 494, + "FP": 1287, + "IoU": 0.8176886068174839, + "TN": 79046636, + "TP": 7988, + "n_pred": 9275, + "n_ref": 8482 + }, + "5": { + "Dice": 0.9018299656881433, + "FN": 227, + "FP": 803, + "IoU": 0.8212115952091651, + "TN": 79050644, + "TP": 4731, + "n_pred": 5534, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9834648985953524, + "FN": 21660, + "FP": 21953, + "IoU": 0.9674677217111354, + "TN": 77715798, + "TP": 1296994, + "n_pred": 1318947, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.9671349920714645, + "FN": 11351, + "FP": 20090, + "IoU": 0.936361465097074, + "TN": 78562349, + "TP": 462615, + "n_pred": 482705, + "n_ref": 473966 + }, + "8": { + "Dice": 0.957691582322248, + "FN": 1059, + "FP": 1633, + "IoU": 0.9188178528347406, + "TN": 79023245, + "TP": 30468, + "n_pred": 32101, + "n_ref": 31527 + }, + "9": { + "Dice": 0.93292311182317, + "FN": 5491, + "FP": 3971, + "IoU": 0.8742791847147299, + "TN": 78981143, + "TP": 65800, + "n_pred": 69771, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9748631389802968, + "FN": 6642, + "FP": 5053, + "IoU": 0.9509590143998926, + "TN": 122473466, + "TP": 226779, + "n_pred": 231832, + "n_ref": 233421 + }, + "10": { + "Dice": 0.899079511849723, + "FN": 13259, + "FP": 8548, + "IoU": 0.816661622276029, + "TN": 122592996, + "TP": 97137, + "n_pred": 105685, + "n_ref": 110396 + }, + "11": { + "Dice": 0.8386601892099207, + "FN": 902, + "FP": 360, + "IoU": 0.722148833113166, + "TN": 122707398, + "TP": 3280, + "n_pred": 3640, + "n_ref": 4182 + }, + "12": { + "Dice": 0.3084384093113482, + "FN": 5018, + "FP": 686, + "IoU": 0.1823394495412844, + "TN": 122704964, + "TP": 1272, + "n_pred": 1958, + "n_ref": 6290 + }, + "13": { + "Dice": 0.8897360808542552, + "FN": 3973, + "FP": 8377, + "IoU": 0.8013734982388986, + "TN": 122649763, + "TP": 49827, + "n_pred": 58204, + "n_ref": 53800 + }, + "14": { + "Dice": 0.9337424031060687, + "FN": 11978, + "FP": 1606, + "IoU": 0.8757193438303401, + "TN": 122602639, + "TP": 95717, + "n_pred": 97323, + "n_ref": 107695 + }, + "15": { + "Dice": 0.9461446503287507, + "FN": 3602, + "FP": 1804, + "IoU": 0.8977936588962623, + "TN": 122659047, + "TP": 47487, + "n_pred": 49291, + "n_ref": 51089 + }, + "2": { + "Dice": 0.9693350011930499, + "FN": 2881, + "FP": 5601, + "IoU": 0.9404947313774186, + "TN": 122569398, + "TP": 134060, + "n_pred": 139661, + "n_ref": 136941 + }, + "3": { + "Dice": 0.9786173243101839, + "FN": 2790, + "FP": 3463, + "IoU": 0.9581299424814018, + "TN": 122562597, + "TP": 143090, + "n_pred": 146553, + "n_ref": 145880 + }, + "4": { + "Dice": 0.953411033898571, + "FN": 4696, + "FP": 1244, + "IoU": 0.9109698886374197, + "TN": 122645221, + "TP": 60779, + "n_pred": 62023, + "n_ref": 65475 + }, + "5": { + "Dice": 0.7853268908391677, + "FN": 5263, + "FP": 1268, + "IoU": 0.6465335281701575, + "TN": 122693463, + "TP": 11946, + "n_pred": 13214, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9822833873155509, + "FN": 46298, + "FP": 13745, + "IoU": 0.9651836032474351, + "TN": 120987379, + "TP": 1664518, + "n_pred": 1678263, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.8736841827577929, + "FN": 69438, + "FP": 74211, + "IoU": 0.7757008908007839, + "TN": 122071505, + "TP": 496786, + "n_pred": 570997, + "n_ref": 566224 + }, + "8": { + "Dice": 0.915930603709207, + "FN": 3303, + "FP": 21139, + "IoU": 0.8449003420289487, + "TN": 122554351, + "TP": 133147, + "n_pred": 154286, + "n_ref": 136450 + }, + "9": { + "Dice": 0.920746311714625, + "FN": 6126, + "FP": 5687, + "IoU": 0.8531324207725685, + "TN": 122631507, + "TP": 68620, + "n_pred": 74307, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/loop_003/summary_cross_val.json b/nnActive_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/loop_003/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..5e6c94ac12813094cf50f7138a8d55106f2e03f5 --- /dev/null +++ b/nnActive_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/loop_003/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.7753137820988134, + "FN": 3644.1888888888884, + "FP": 3097.9177777777777, + "IoU": 0.6854787275428315, + "TN": 1832621.8399999999, + "TP": 29777.386666666665, + "n_pred": 32875.304444444446, + "n_ref": 33421.57555555556 + }, + "mean": { + "1": { + "Dice": 0.7720935877912758, + "FN": 1756.9666666666667, + "FP": 2757.9666666666667, + "IoU": 0.7274397334562898, + "TN": 1834123.9333333333, + "TP": 30502.466666666667, + "n_pred": 33260.433333333334, + "n_ref": 32259.433333333334 + }, + "10": { + "Dice": 0.7816305044105688, + "FN": 7078.766666666666, + "FP": 2998.4333333333334, + "IoU": 0.6690451082517389, + "TN": 1843000.7, + "TP": 16063.433333333332, + "n_pred": 19061.866666666665, + "n_ref": 23142.2 + }, + "11": { + "Dice": 0.6105335717692464, + "FN": 146.26666666666668, + "FP": 132.53333333333333, + "IoU": 0.4775911023405632, + "TN": 1868506.1, + "TP": 356.43333333333334, + "n_pred": 488.96666666666664, + "n_ref": 502.7 + }, + "12": { + "Dice": 0.7127112571119505, + "FN": 510.03333333333336, + "FP": 246.2, + "IoU": 0.5659788431598235, + "TN": 1867362.0, + "TP": 1023.1, + "n_pred": 1269.3, + "n_ref": 1533.1333333333334 + }, + "13": { + "Dice": 0.683599098367009, + "FN": 6134.166666666667, + "FP": 3548.7, + "IoU": 0.546398472480889, + "TN": 1847492.4666666666, + "TP": 11966.0, + "n_pred": 15514.7, + "n_ref": 18100.166666666668 + }, + "14": { + "Dice": 0.7974910727376754, + "FN": 2279.6666666666665, + "FP": 4570.866666666667, + "IoU": 0.7397325893160298, + "TN": 1811683.2, + "TP": 50607.6, + "n_pred": 55178.46666666667, + "n_ref": 52887.26666666667 + }, + "15": { + "Dice": 0.6966350515743749, + "FN": 6598.7, + "FP": 2433.4, + "IoU": 0.596746006821192, + "TN": 1839945.5, + "TP": 20163.733333333334, + "n_pred": 22597.133333333335, + "n_ref": 26762.433333333334 + }, + "2": { + "Dice": 0.8222037112203175, + "FN": 1105.7666666666667, + "FP": 4592.666666666667, + "IoU": 0.7744769447852701, + "TN": 1840485.2666666666, + "TP": 22957.633333333335, + "n_pred": 27550.3, + "n_ref": 24063.4 + }, + "3": { + "Dice": 0.8499245524721225, + "FN": 4122.533333333334, + "FP": 1315.7333333333333, + "IoU": 0.7927230692566282, + "TN": 1837647.7666666666, + "TP": 26055.3, + "n_pred": 27371.033333333333, + "n_ref": 30177.833333333332 + }, + "4": { + "Dice": 0.804940865981924, + "FN": 3514.4333333333334, + "FP": 1231.6, + "IoU": 0.6928994047203108, + "TN": 1850365.6, + "TP": 14029.7, + "n_pred": 15261.3, + "n_ref": 17544.133333333335 + }, + "5": { + "Dice": 0.7834879589120339, + "FN": 1179.9333333333334, + "FP": 912.7333333333333, + "IoU": 0.6722820449230537, + "TN": 1864704.2333333334, + "TP": 2344.4333333333334, + "n_pred": 3257.1666666666665, + "n_ref": 3524.366666666667 + }, + "6": { + "Dice": 0.9397365563469943, + "FN": 11068.766666666666, + "FP": 5586.966666666666, + "IoU": 0.8891776659798248, + "TN": 1707384.7666666666, + "TP": 145100.83333333334, + "n_pred": 150687.8, + "n_ref": 156169.6 + }, + "7": { + "Dice": 0.7837656915033655, + "FN": 6217.6, + "FP": 12592.466666666667, + "IoU": 0.696163823032109, + "TN": 1775827.7666666666, + "TP": 74503.5, + "n_pred": 87095.96666666666, + "n_ref": 80721.1 + }, + "8": { + "Dice": 0.8513098272969339, + "FN": 1056.2, + "FP": 1252.9333333333334, + "IoU": 0.7925528236415952, + "TN": 1849393.0666666667, + "TP": 17439.133333333335, + "n_pred": 18692.066666666666, + "n_ref": 18495.333333333332 + }, + "9": { + "Dice": 0.7396434239864097, + "FN": 1893.0333333333333, + "FP": 2295.5666666666666, + "IoU": 0.6489732809771537, + "TN": 1851405.2333333334, + "TP": 13547.5, + "n_pred": 15843.066666666668, + "n_ref": 15440.533333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9821910244034212, + "FN": 3293, + "FP": 1190, + "IoU": 0.9650052691151789, + "TN": 1624215, + "TP": 123622, + "n_pred": 124812, + "n_ref": 126915 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8630818217595078, + "FN": 4440, + "FP": 3214, + "IoU": 0.759141544464724, + "TN": 1720542, + "TP": 24124, + "n_pred": 27338, + "n_ref": 28564 + }, + "15": { + "Dice": 0.7352606264552423, + "FN": 14674, + "FP": 903, + "IoU": 0.581353472371533, + "TN": 1715112, + "TP": 21631, + "n_pred": 22534, + "n_ref": 36305 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9495390724719898, + "FN": 490, + "FP": 1289, + "IoU": 0.9039261219419993, + "TN": 1733803, + "TP": 16738, + "n_pred": 18027, + "n_ref": 17228 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7585691404164442, + "FN": 2261, + "FP": 0, + "IoU": 0.6110442112506451, + "TN": 1746507, + "TP": 3552, + "n_pred": 3552, + "n_ref": 5813 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 492, + "FP": 0, + "IoU": 0.0, + "TN": 1751828, + "TP": 0, + "n_pred": 0, + "n_ref": 492 + }, + "9": { + "Dice": 0.0, + "FN": 57, + "FP": 0, + "IoU": 0.0, + "TN": 1752263, + "TP": 0, + "n_pred": 0, + "n_ref": 57 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9739113084252008, + "FN": 903, + "FP": 1712, + "IoU": 0.9491492464754497, + "TN": 1350431, + "TP": 48810, + "n_pred": 50522, + "n_ref": 49713 + }, + "10": { + "Dice": 0.6819104316060073, + "FN": 3792, + "FP": 910, + "IoU": 0.517347567234654, + "TN": 1392114, + "TP": 5040, + "n_pred": 5950, + "n_ref": 8832 + }, + "11": { + "Dice": 0.6753078418664938, + "FN": 416, + "FP": 586, + "IoU": 0.5097847358121331, + "TN": 1399812, + "TP": 1042, + "n_pred": 1628, + "n_ref": 1458 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7711548327163318, + "FN": 13025, + "FP": 3480, + "IoU": 0.627544342645665, + "TN": 1357542, + "TP": 27809, + "n_pred": 31289, + "n_ref": 40834 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9527894694512211, + "FN": 1776, + "FP": 1746, + "IoU": 0.9098356458962674, + "TN": 1362794, + "TP": 35540, + "n_pred": 37286, + "n_ref": 37316 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8785515095178434, + "FN": 1769, + "FP": 1236, + "IoU": 0.7834078131757244, + "TN": 1387982, + "TP": 10869, + "n_pred": 12105, + "n_ref": 12638 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9439317738609538, + "FN": 3622, + "FP": 2387, + "IoU": 0.8938170380449189, + "TN": 1345265, + "TP": 50582, + "n_pred": 52969, + "n_ref": 54204 + }, + "7": { + "Dice": 0.9211041448777678, + "FN": 48849, + "FP": 7577, + "IoU": 0.8537470419454085, + "TN": 1016045, + "TP": 329385, + "n_pred": 336962, + "n_ref": 378234 + }, + "8": { + "Dice": 0.8730576141525221, + "FN": 282, + "FP": 249, + "IoU": 0.7747136190072126, + "TN": 1399499, + "TP": 1826, + "n_pred": 2075, + "n_ref": 2108 + }, + "9": { + "Dice": 0.9551275199350108, + "FN": 808, + "FP": 1291, + "IoU": 0.9141091742368442, + "TN": 1377418, + "TP": 22339, + "n_pred": 23630, + "n_ref": 23147 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8930977054034049, + "FN": 1492, + "FP": 10062, + "IoU": 0.8068442081682465, + "TN": 816343, + "TP": 48263, + "n_pred": 58325, + "n_ref": 49755 + }, + "15": { + "Dice": 0.8941517461772375, + "FN": 16706, + "FP": 385, + "IoU": 0.8085664041935954, + "TN": 786881, + "TP": 72188, + "n_pred": 72573, + "n_ref": 88894 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8712771327612318, + "FN": 227, + "FP": 283, + "IoU": 0.7719141323792487, + "TN": 873924, + "TP": 1726, + "n_pred": 2009, + "n_ref": 1953 + }, + "6": { + "Dice": 0.9534534621559434, + "FN": 3386, + "FP": 4645, + "IoU": 0.9110473616587657, + "TN": 785876, + "TP": 82253, + "n_pred": 86898, + "n_ref": 85639 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8752971687918738, + "FN": 142, + "FP": 435, + "IoU": 0.7782475019215987, + "TN": 873558, + "TP": 2025, + "n_pred": 2460, + "n_ref": 2167 + }, + "9": { + "Dice": 0.8461082991118327, + "FN": 5068, + "FP": 2989, + "IoU": 0.7332649142554459, + "TN": 845954, + "TP": 22149, + "n_pred": 25138, + "n_ref": 27217 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.910711620071226, + "FN": 2951, + "FP": 1236, + "IoU": 0.8360610806577917, + "TN": 1902012, + "TP": 21353, + "n_pred": 22589, + "n_ref": 24304 + }, + "10": { + "Dice": 0.6389792080426033, + "FN": 5601, + "FP": 14940, + "IoU": 0.4694852656318603, + "TN": 1888833, + "TP": 18178, + "n_pred": 33118, + "n_ref": 23779 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7609618104667609, + "FN": 418, + "FP": 89, + "IoU": 0.6141552511415526, + "TN": 1926238, + "TP": 807, + "n_pred": 896, + "n_ref": 1225 + }, + "13": { + "Dice": 0.47119660471920854, + "FN": 34894, + "FP": 1613, + "IoU": 0.3082126885469567, + "TN": 1874780, + "TP": 16265, + "n_pred": 17878, + "n_ref": 51159 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.20746062448190108, + "FN": 917, + "FP": 27765, + "IoU": 0.11573560241706746, + "TN": 1895116, + "TP": 3754, + "n_pred": 31519, + "n_ref": 4671 + }, + "3": { + "Dice": 0.6643879061244626, + "FN": 437, + "FP": 9087, + "IoU": 0.4974407682971875, + "TN": 1908601, + "TP": 9427, + "n_pred": 18514, + "n_ref": 9864 + }, + "4": { + "Dice": 0.8016568615680154, + "FN": 4155, + "FP": 5757, + "IoU": 0.6689710449854724, + "TN": 1897609, + "TP": 20031, + "n_pred": 25788, + "n_ref": 24186 + }, + "5": { + "Dice": 0.830525078369906, + "FN": 1010, + "FP": 720, + "IoU": 0.7101692075724577, + "TN": 1921583, + "TP": 4239, + "n_pred": 4959, + "n_ref": 5249 + }, + "6": { + "Dice": 0.9792681604408227, + "FN": 3719, + "FP": 6605, + "IoU": 0.9593784797226845, + "TN": 1673401, + "TP": 243827, + "n_pred": 250432, + "n_ref": 247546 + }, + "7": { + "Dice": 0.8197859687650055, + "FN": 16662, + "FP": 37007, + "IoU": 0.6946078821882575, + "TN": 1751814, + "TP": 122069, + "n_pred": 159076, + "n_ref": 138731 + }, + "8": { + "Dice": 0.9084513578230282, + "FN": 5384, + "FP": 4480, + "IoU": 0.8322591616359153, + "TN": 1868747, + "TP": 48941, + "n_pred": 53421, + "n_ref": 54325 + }, + "9": { + "Dice": 0.7005008978357433, + "FN": 5847, + "FP": 3660, + "IoU": 0.5390545454545455, + "TN": 1906927, + "TP": 11118, + "n_pred": 14778, + "n_ref": 16965 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5151114677239188, + "FN": 53062, + "FP": 8578, + "IoU": 0.3469024485860502, + "TN": 1132243, + "TP": 32741, + "n_pred": 41319, + "n_ref": 85803 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7436582109479306, + "FN": 608, + "FP": 544, + "IoU": 0.59192348565356, + "TN": 1223801, + "TP": 1671, + "n_pred": 2215, + "n_ref": 2279 + }, + "13": { + "Dice": 0.7891841739015176, + "FN": 3657, + "FP": 5886, + "IoU": 0.6517788724685276, + "TN": 1199219, + "TP": 17862, + "n_pred": 23748, + "n_ref": 21519 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.883710407239819, + "FN": 414, + "FP": 100, + "IoU": 0.7916497770571544, + "TN": 1224157, + "TP": 1953, + "n_pred": 2053, + "n_ref": 2367 + }, + "4": { + "Dice": 0.7616935483870968, + "FN": 976, + "FP": 206, + "IoU": 0.6151090849886031, + "TN": 1223553, + "TP": 1889, + "n_pred": 2095, + "n_ref": 2865 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9742229518111325, + "FN": 6463, + "FP": 5471, + "IoU": 0.9497414214241194, + "TN": 989172, + "TP": 225518, + "n_pred": 230989, + "n_ref": 231981 + }, + "7": { + "Dice": 0.9142434033387183, + "FN": 3137, + "FP": 1959, + "IoU": 0.8420334779913206, + "TN": 1194364, + "TP": 27164, + "n_pred": 29123, + "n_ref": 30301 + }, + "8": { + "Dice": 0.7752489331436699, + "FN": 311, + "FP": 637, + "IoU": 0.6329849012775842, + "TN": 1224041, + "TP": 1635, + "n_pred": 2272, + "n_ref": 1946 + }, + "9": { + "Dice": 0.6425109967941549, + "FN": 678, + "FP": 4117, + "IoU": 0.4733084358523726, + "TN": 1217520, + "TP": 4309, + "n_pred": 8426, + "n_ref": 4987 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9023883170224634, + "FN": 688, + "FP": 1237, + "IoU": 0.8221380393606209, + "TN": 1040569, + "TP": 8898, + "n_pred": 10135, + "n_ref": 9586 + }, + "11": { + "Dice": 0.8221692053587815, + "FN": 230, + "FP": 739, + "IoU": 0.6980367715799315, + "TN": 1048183, + "TP": 2240, + "n_pred": 2979, + "n_ref": 2470 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8943100373498435, + "FN": 709, + "FP": 2432, + "IoU": 0.8088253195374315, + "TN": 1034962, + "TP": 13289, + "n_pred": 15721, + "n_ref": 13998 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9390595009596929, + "FN": 528, + "FP": 234, + "IoU": 0.885119855269109, + "TN": 1044759, + "TP": 5871, + "n_pred": 6105, + "n_ref": 6399 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8529264130107419, + "FN": 1502, + "FP": 2893, + "IoU": 0.7435673026430947, + "TN": 1034253, + "TP": 12744, + "n_pred": 15637, + "n_ref": 14246 + }, + "6": { + "Dice": 0.939883045115637, + "FN": 4515, + "FP": 8942, + "IoU": 0.8865842969355763, + "TN": 932740, + "TP": 105195, + "n_pred": 114137, + "n_ref": 109710 + }, + "7": { + "Dice": 0.8064548461461362, + "FN": 3236, + "FP": 626, + "IoU": 0.675680214981525, + "TN": 1039484, + "TP": 8046, + "n_pred": 8672, + "n_ref": 11282 + }, + "8": { + "Dice": 0.9468090245905599, + "FN": 3245, + "FP": 3361, + "IoU": 0.8989908256880734, + "TN": 985992, + "TP": 58794, + "n_pred": 62155, + "n_ref": 62039 + }, + "9": { + "Dice": 0.8270042194092827, + "FN": 7405, + "FP": 5510, + "IoU": 0.7050359712230215, + "TN": 1007607, + "TP": 30870, + "n_pred": 36380, + "n_ref": 38275 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 1051386, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.946996690765092, + "FN": 4063, + "FP": 2616, + "IoU": 0.8993292636973397, + "TN": 985047, + "TP": 59666, + "n_pred": 62282, + "n_ref": 63729 + }, + "3": { + "Dice": 0.8913282107574094, + "FN": 44, + "FP": 154, + "IoU": 0.803960396039604, + "TN": 1050382, + "TP": 812, + "n_pred": 966, + "n_ref": 856 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9428182437031994, + "FN": 657, + "FP": 687, + "IoU": 0.8918222794591114, + "TN": 1038968, + "TP": 11080, + "n_pred": 11767, + "n_ref": 11737 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 6, + "FP": 2, + "IoU": 0.0, + "TN": 1051384, + "TP": 0, + "n_pred": 2, + "n_ref": 6 + }, + "9": { + "Dice": 0.820279984865683, + "FN": 355, + "FP": 120, + "IoU": 0.6953175112251443, + "TN": 1049833, + "TP": 1084, + "n_pred": 1204, + "n_ref": 1439 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9501633168346593, + "FN": 746, + "FP": 1741, + "IoU": 0.9050582172170262, + "TN": 1375661, + "TP": 23708, + "n_pred": 25449, + "n_ref": 24454 + }, + "10": { + "Dice": 0.8195986054838406, + "FN": 5882, + "FP": 3691, + "IoU": 0.6943388997094415, + "TN": 1370537, + "TP": 21746, + "n_pred": 25437, + "n_ref": 27628 + }, + "11": { + "Dice": 0.7535014005602241, + "FN": 165, + "FP": 11, + "IoU": 0.604494382022472, + "TN": 1401411, + "TP": 269, + "n_pred": 280, + "n_ref": 434 + }, + "12": { + "Dice": 0.7158645276292335, + "FN": 515, + "FP": 1079, + "IoU": 0.5574680732926152, + "TN": 1398254, + "TP": 2008, + "n_pred": 3087, + "n_ref": 2523 + }, + "13": { + "Dice": 0.7138786717090607, + "FN": 427, + "FP": 5096, + "IoU": 0.5550632401514541, + "TN": 1389443, + "TP": 6890, + "n_pred": 11986, + "n_ref": 7317 + }, + "14": { + "Dice": 0.9852547189647104, + "FN": 1986, + "FP": 2362, + "IoU": 0.9709379657912854, + "TN": 1252245, + "TP": 145263, + "n_pred": 147625, + "n_ref": 147249 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9149057681324957, + "FN": 63, + "FP": 86, + "IoU": 0.8431578947368421, + "TN": 1400906, + "TP": 801, + "n_pred": 887, + "n_ref": 864 + }, + "3": { + "Dice": 0.9375971574505885, + "FN": 106, + "FP": 456, + "IoU": 0.8825250836120402, + "TN": 1397072, + "TP": 4222, + "n_pred": 4678, + "n_ref": 4328 + }, + "4": { + "Dice": 0.9438148443735036, + "FN": 438, + "FP": 266, + "IoU": 0.8936073749433278, + "TN": 1395239, + "TP": 5913, + "n_pred": 6179, + "n_ref": 6351 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9228225762303608, + "FN": 1380, + "FP": 5669, + "IoU": 0.8567043421694585, + "TN": 1352664, + "TP": 42143, + "n_pred": 47812, + "n_ref": 43523 + }, + "7": { + "Dice": 0.9764265689258326, + "FN": 5571, + "FP": 5234, + "IoU": 0.9539389547275983, + "TN": 1167276, + "TP": 223775, + "n_pred": 229009, + "n_ref": 229346 + }, + "8": { + "Dice": 0.9316575886942441, + "FN": 2055, + "FP": 1659, + "IoU": 0.8720589755072514, + "TN": 1372827, + "TP": 25315, + "n_pred": 26974, + "n_ref": 27370 + }, + "9": { + "Dice": 0.8983305041448983, + "FN": 3492, + "FP": 2677, + "IoU": 0.8154265027077162, + "TN": 1368433, + "TP": 27254, + "n_pred": 29931, + "n_ref": 30746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.734456262941106, + "FN": 6074, + "FP": 53817, + "IoU": 0.5803483842035931, + "TN": 2660996, + "TP": 82825, + "n_pred": 136642, + "n_ref": 88899 + }, + "10": { + "Dice": 0.8678256070640177, + "FN": 825, + "FP": 133, + "IoU": 0.7665123080672679, + "TN": 2799609, + "TP": 3145, + "n_pred": 3278, + "n_ref": 3970 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7754593584553099, + "FN": 448, + "FP": 273, + "IoU": 0.633265513733469, + "TN": 2801746, + "TP": 1245, + "n_pred": 1518, + "n_ref": 1693 + }, + "13": { + "Dice": 0.6700105169484669, + "FN": 8080, + "FP": 78, + "IoU": 0.5037712895377129, + "TN": 2787272, + "TP": 8282, + "n_pred": 8360, + "n_ref": 16362 + }, + "14": { + "Dice": 0.9515041681768757, + "FN": 7216, + "FP": 4826, + "IoU": 0.9074944690265486, + "TN": 2673536, + "TP": 118134, + "n_pred": 122960, + "n_ref": 125350 + }, + "15": { + "Dice": 0.8519231610729445, + "FN": 1514, + "FP": 5254, + "IoU": 0.7420436787742501, + "TN": 2777475, + "TP": 19469, + "n_pred": 24723, + "n_ref": 20983 + }, + "2": { + "Dice": 0.9372071227741331, + "FN": 160, + "FP": 41, + "IoU": 0.8818342151675485, + "TN": 2802011, + "TP": 1500, + "n_pred": 1541, + "n_ref": 1660 + }, + "3": { + "Dice": 0.8639813193228254, + "FN": 143, + "FP": 90, + "IoU": 0.7605344295991778, + "TN": 2802739, + "TP": 740, + "n_pred": 830, + "n_ref": 883 + }, + "4": { + "Dice": 0.8277401939547439, + "FN": 2858, + "FP": 2311, + "IoU": 0.7061064362065045, + "TN": 2786124, + "TP": 12419, + "n_pred": 14730, + "n_ref": 15277 + }, + "5": { + "Dice": 0.8341618865519439, + "FN": 821, + "FP": 480, + "IoU": 0.7155040454843647, + "TN": 2799139, + "TP": 3272, + "n_pred": 3752, + "n_ref": 4093 + }, + "6": { + "Dice": 0.9030087324496666, + "FN": 95242, + "FP": 11474, + "IoU": 0.8231685694874812, + "TN": 2200222, + "TP": 496774, + "n_pred": 508248, + "n_ref": 592016 + }, + "7": { + "Dice": 0.8631726383131755, + "FN": 1979, + "FP": 5250, + "IoU": 0.7592820751889714, + "TN": 2773681, + "TP": 22802, + "n_pred": 28052, + "n_ref": 24781 + }, + "8": { + "Dice": 0.8739792408243846, + "FN": 1409, + "FP": 7017, + "IoU": 0.7761661885028158, + "TN": 2766068, + "TP": 29218, + "n_pred": 36235, + "n_ref": 30627 + }, + "9": { + "Dice": 0.5658582976699953, + "FN": 1664, + "FP": 1075, + "IoU": 0.39456233421750664, + "TN": 2799188, + "TP": 1785, + "n_pred": 2860, + "n_ref": 3449 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6080760095011877, + "FN": 128, + "FP": 37, + "IoU": 0.43686006825938567, + "TN": 1576795, + "TP": 128, + "n_pred": 165, + "n_ref": 256 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.12885624344176286, + "FN": 4110, + "FP": 41, + "IoU": 0.06886496186630776, + "TN": 1572630, + "TP": 307, + "n_pred": 348, + "n_ref": 4417 + }, + "14": { + "Dice": 0.9776710780609481, + "FN": 3054, + "FP": 3624, + "IoU": 0.9563175383971323, + "TN": 1424212, + "TP": 146198, + "n_pred": 149822, + "n_ref": 149252 + }, + "15": { + "Dice": 0.7212990936555891, + "FN": 6, + "FP": 732, + "IoU": 0.564087418783225, + "TN": 1575395, + "TP": 955, + "n_pred": 1687, + "n_ref": 961 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9144533381844643, + "FN": 744, + "FP": 3018, + "IoU": 0.8423897105031631, + "TN": 1553219, + "TP": 20107, + "n_pred": 23125, + "n_ref": 20851 + }, + "5": { + "Dice": 0.8548958603405065, + "FN": 488, + "FP": 1191, + "IoU": 0.7465660377358491, + "TN": 1570463, + "TP": 4946, + "n_pred": 6137, + "n_ref": 5434 + }, + "6": { + "Dice": 0.9726430441008096, + "FN": 6698, + "FP": 3409, + "IoU": 0.9467430366006597, + "TN": 1387310, + "TP": 179671, + "n_pred": 183080, + "n_ref": 186369 + }, + "7": { + "Dice": 0.887200939380596, + "FN": 3078, + "FP": 6144, + "IoU": 0.7972696695904504, + "TN": 1531599, + "TP": 36267, + "n_pred": 42411, + "n_ref": 39345 + }, + "8": { + "Dice": 0.9597423967317295, + "FN": 1857, + "FP": 981, + "IoU": 0.922600703629967, + "TN": 1540421, + "TP": 33829, + "n_pred": 34810, + "n_ref": 35686 + }, + "9": { + "Dice": 0.4642507345739471, + "FN": 148, + "FP": 399, + "IoU": 0.3022959183673469, + "TN": 1576304, + "TP": 237, + "n_pred": 636, + "n_ref": 385 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1051391, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "10": { + "Dice": 0.8252673354646676, + "FN": 745, + "FP": 2425, + "IoU": 0.702515015015015, + "TN": 1040736, + "TP": 7486, + "n_pred": 9911, + "n_ref": 8231 + }, + "11": { + "Dice": 0.7813077828206422, + "FN": 231, + "FP": 1070, + "IoU": 0.6411034482758621, + "TN": 1047767, + "TP": 2324, + "n_pred": 3394, + "n_ref": 2555 + }, + "12": { + "Dice": 0.8100132625994695, + "FN": 560, + "FP": 586, + "IoU": 0.6806910002786292, + "TN": 1047803, + "TP": 2443, + "n_pred": 3029, + "n_ref": 3003 + }, + "13": { + "Dice": 0.8151074076078134, + "FN": 1226, + "FP": 2191, + "IoU": 0.6879167047218924, + "TN": 1040443, + "TP": 7532, + "n_pred": 9723, + "n_ref": 8758 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9645542009114634, + "FN": 1441, + "FP": 379, + "IoU": 0.9315351916638454, + "TN": 1024809, + "TP": 24763, + "n_pred": 25142, + "n_ref": 26204 + }, + "3": { + "Dice": 0.9421777098031476, + "FN": 682, + "FP": 1662, + "IoU": 0.8906767408236557, + "TN": 1029951, + "TP": 19097, + "n_pred": 20759, + "n_ref": 19779 + }, + "4": { + "Dice": 0.5568035352605414, + "FN": 457, + "FP": 1950, + "IoU": 0.38581270732329676, + "TN": 1047473, + "TP": 1512, + "n_pred": 3462, + "n_ref": 1969 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9446663598711459, + "FN": 1178, + "FP": 4834, + "IoU": 0.8951352671329648, + "TN": 994061, + "TP": 51319, + "n_pred": 56153, + "n_ref": 52497 + }, + "7": { + "Dice": 0.9247393570807994, + "FN": 14215, + "FP": 2417, + "IoU": 0.86001413998586, + "TN": 932580, + "TP": 102180, + "n_pred": 104597, + "n_ref": 116395 + }, + "8": { + "Dice": 0.9357206124256612, + "FN": 672, + "FP": 344, + "IoU": 0.8792058019260492, + "TN": 1042981, + "TP": 7395, + "n_pred": 7739, + "n_ref": 8067 + }, + "9": { + "Dice": 0.9065052170552621, + "FN": 1691, + "FP": 1938, + "IoU": 0.8289982094053341, + "TN": 1030170, + "TP": 17593, + "n_pred": 19531, + "n_ref": 19284 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8602138863253895, + "FN": 548, + "FP": 2027, + "IoU": 0.7547151838445418, + "TN": 865662, + "TP": 7923, + "n_pred": 9950, + "n_ref": 8471 + }, + "11": { + "Dice": 0.4117001828153565, + "FN": 1442, + "FP": 167, + "IoU": 0.25920810313075504, + "TN": 873988, + "TP": 563, + "n_pred": 730, + "n_ref": 2005 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5494791666666666, + "FN": 13170, + "FP": 324, + "IoU": 0.37881508078994613, + "TN": 854437, + "TP": 8229, + "n_pred": 8553, + "n_ref": 21399 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2409, + "IoU": 0.0, + "TN": 873751, + "TP": 0, + "n_pred": 2409, + "n_ref": 0 + }, + "2": { + "Dice": 0.9764482903260886, + "FN": 1796, + "FP": 1236, + "IoU": 0.9539804204295363, + "TN": 810275, + "TP": 62853, + "n_pred": 64089, + "n_ref": 64649 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7724719101123596, + "FN": 485, + "FP": 1, + "IoU": 0.6292906178489702, + "TN": 874849, + "TP": 825, + "n_pred": 826, + "n_ref": 1310 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9663657717753042, + "FN": 5705, + "FP": 3502, + "IoU": 0.9349204441836958, + "TN": 734687, + "TP": 132266, + "n_pred": 135768, + "n_ref": 137971 + }, + "7": { + "Dice": 0.6826189721971783, + "FN": 1632, + "FP": 11393, + "IoU": 0.5181636578869488, + "TN": 849128, + "TP": 14007, + "n_pred": 25400, + "n_ref": 15639 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8571428571428571, + "FN": 21, + "FP": 40, + "IoU": 0.75, + "TN": 875916, + "TP": 183, + "n_pred": 223, + "n_ref": 204 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9692343195841229, + "FN": 2272, + "FP": 2794, + "IoU": 0.9403051905968303, + "TN": 1667455, + "TP": 79799, + "n_pred": 82593, + "n_ref": 82071 + }, + "10": { + "Dice": 0.7806644367226317, + "FN": 9352, + "FP": 4156, + "IoU": 0.6402375689136283, + "TN": 1714773, + "TP": 24039, + "n_pred": 28195, + "n_ref": 33391 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5934765314240255, + "FN": 1179, + "FP": 865, + "IoU": 0.42194570135746606, + "TN": 1748784, + "TP": 1492, + "n_pred": 2357, + "n_ref": 2671 + }, + "13": { + "Dice": 0.6721308107886034, + "FN": 3910, + "FP": 12051, + "IoU": 0.5061724575353486, + "TN": 1719999, + "TP": 16360, + "n_pred": 28411, + "n_ref": 20270 + }, + "14": { + "Dice": 0.8618661841510055, + "FN": 3437, + "FP": 3281, + "IoU": 0.7572626102037867, + "TN": 1724644, + "TP": 20958, + "n_pred": 24239, + "n_ref": 24395 + }, + "15": { + "Dice": 0.8677637000412032, + "FN": 4754, + "FP": 15786, + "IoU": 0.7664157208815703, + "TN": 1664386, + "TP": 67394, + "n_pred": 83180, + "n_ref": 72148 + }, + "2": { + "Dice": 0.9472460398197936, + "FN": 631, + "FP": 458, + "IoU": 0.8997791275538377, + "TN": 1741454, + "TP": 9777, + "n_pred": 10235, + "n_ref": 10408 + }, + "3": { + "Dice": 0.9658118257544722, + "FN": 3724, + "FP": 2535, + "IoU": 0.9338840356195929, + "TN": 1657653, + "TP": 88408, + "n_pred": 90943, + "n_ref": 92132 + }, + "4": { + "Dice": 0.6009613442662681, + "FN": 3066, + "FP": 6813, + "IoU": 0.4295530661739231, + "TN": 1735002, + "TP": 7439, + "n_pred": 14252, + "n_ref": 10505 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.920410279122671, + "FN": 6615, + "FP": 9199, + "IoU": 0.8525556156413747, + "TN": 1645066, + "TP": 91440, + "n_pred": 100639, + "n_ref": 98055 + }, + "7": { + "Dice": 0.7918076032950849, + "FN": 10178, + "FP": 15550, + "IoU": 0.65536549100505, + "TN": 1677667, + "TP": 48925, + "n_pred": 64475, + "n_ref": 59103 + }, + "8": { + "Dice": 0.9196321801162839, + "FN": 175, + "FP": 1774, + "IoU": 0.8512213740458016, + "TN": 1739220, + "TP": 11151, + "n_pred": 12925, + "n_ref": 11326 + }, + "9": { + "Dice": 0.8871479201641485, + "FN": 1710, + "FP": 7365, + "IoU": 0.7971840429098224, + "TN": 1707575, + "TP": 35670, + "n_pred": 43035, + "n_ref": 37380 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9676577986437142, + "FN": 80, + "FP": 44, + "IoU": 0.9373420919656392, + "TN": 1224645, + "TP": 1855, + "n_pred": 1899, + "n_ref": 1935 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9717386806951176, + "FN": 2174, + "FP": 5476, + "IoU": 0.9450308617580064, + "TN": 1087455, + "TP": 131519, + "n_pred": 136995, + "n_ref": 133693 + }, + "7": { + "Dice": 0.9575404877675255, + "FN": 7202, + "FP": 561, + "IoU": 0.9185397385044807, + "TN": 1131326, + "TP": 87535, + "n_pred": 88096, + "n_ref": 94737 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8638648702996179, + "FN": 938, + "FP": 416, + "IoU": 0.7603539823008849, + "TN": 2622830, + "TP": 4296, + "n_pred": 4712, + "n_ref": 5234 + }, + "10": { + "Dice": 0.8269847185985837, + "FN": 2038, + "FP": 2604, + "IoU": 0.7050076258261312, + "TN": 2612744, + "TP": 11094, + "n_pred": 13698, + "n_ref": 13132 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6664844856284003, + "FN": 11086, + "FP": 2339, + "IoU": 0.4997950743321286, + "TN": 2601641, + "TP": 13414, + "n_pred": 15753, + "n_ref": 24500 + }, + "14": { + "Dice": 0.8532030171040051, + "FN": 10598, + "FP": 3220, + "IoU": 0.7439878459999258, + "TN": 2574506, + "TP": 40156, + "n_pred": 43376, + "n_ref": 50754 + }, + "15": { + "Dice": 0.8026957725385191, + "FN": 8259, + "FP": 436, + "IoU": 0.6704192252293231, + "TN": 2602098, + "TP": 17687, + "n_pred": 18123, + "n_ref": 25946 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 267, + "IoU": 0.0, + "TN": 2628213, + "TP": 0, + "n_pred": 267, + "n_ref": 0 + }, + "3": { + "Dice": 0.7499481650425046, + "FN": 163, + "FP": 2249, + "IoU": 0.5999336540056394, + "TN": 2622451, + "TP": 3617, + "n_pred": 5866, + "n_ref": 3780 + }, + "4": { + "Dice": 0.9454101274335555, + "FN": 6775, + "FP": 1180, + "IoU": 0.8964718437251916, + "TN": 2551641, + "TP": 68884, + "n_pred": 70064, + "n_ref": 75659 + }, + "5": { + "Dice": 0.1370615948351073, + "FN": 22585, + "FP": 16979, + "IoU": 0.07357280007493092, + "TN": 2585774, + "TP": 3142, + "n_pred": 20121, + "n_ref": 25727 + }, + "6": { + "Dice": 0.9545467283172201, + "FN": 7511, + "FP": 5465, + "IoU": 0.9130458090974884, + "TN": 2479252, + "TP": 136252, + "n_pred": 141717, + "n_ref": 143763 + }, + "7": { + "Dice": 0.0, + "FN": 157, + "FP": 31645, + "IoU": 0.0, + "TN": 2596678, + "TP": 0, + "n_pred": 31645, + "n_ref": 157 + }, + "8": { + "Dice": 0.9145664246048697, + "FN": 1642, + "FP": 3558, + "IoU": 0.842581660763479, + "TN": 2595447, + "TP": 27833, + "n_pred": 31391, + "n_ref": 29475 + }, + "9": { + "Dice": 0.8016583863970331, + "FN": 9806, + "FP": 1532, + "IoU": 0.6689731686666083, + "TN": 2594229, + "TP": 22913, + "n_pred": 24445, + "n_ref": 32719 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9336168591207721, + "FN": 27066, + "FP": 1155, + "IoU": 0.8754985176819369, + "TN": 4154128, + "TP": 198451, + "n_pred": 199606, + "n_ref": 225517 + }, + "10": { + "Dice": 0.9177288282847547, + "FN": 2841, + "FP": 4924, + "IoU": 0.8479656968320476, + "TN": 4329726, + "TP": 43309, + "n_pred": 48233, + "n_ref": 46150 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4380800, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7506766917293233, + "FN": 1280, + "FP": 378, + "IoU": 0.6008666345690901, + "TN": 4376646, + "TP": 2496, + "n_pred": 2874, + "n_ref": 3776 + }, + "13": { + "Dice": 0.8152019917195087, + "FN": 9932, + "FP": 3503, + "IoU": 0.688051453515371, + "TN": 4337732, + "TP": 29633, + "n_pred": 33136, + "n_ref": 39565 + }, + "14": { + "Dice": 0.3951927579210239, + "FN": 709, + "FP": 22541, + "IoU": 0.24625559229721844, + "TN": 4349954, + "TP": 7596, + "n_pred": 30137, + "n_ref": 8305 + }, + "15": { + "Dice": 0.6640267525158434, + "FN": 31910, + "FP": 11191, + "IoU": 0.4970359651784256, + "TN": 4295106, + "TP": 42593, + "n_pred": 53784, + "n_ref": 74503 + }, + "2": { + "Dice": 0.9550075058974908, + "FN": 813, + "FP": 236, + "IoU": 0.9138893449351502, + "TN": 4368618, + "TP": 11133, + "n_pred": 11369, + "n_ref": 11946 + }, + "3": { + "Dice": 0.9782275081526952, + "FN": 2015, + "FP": 2071, + "IoU": 0.9573828968365719, + "TN": 4284923, + "TP": 91791, + "n_pred": 93862, + "n_ref": 93806 + }, + "4": { + "Dice": 0.7236581233553224, + "FN": 14199, + "FP": 1133, + "IoU": 0.5669782811308498, + "TN": 4345393, + "TP": 20075, + "n_pred": 21208, + "n_ref": 34274 + }, + "5": { + "Dice": 0.912189349112426, + "FN": 403, + "FP": 339, + "IoU": 0.8385552654482158, + "TN": 4376204, + "TP": 3854, + "n_pred": 4193, + "n_ref": 4257 + }, + "6": { + "Dice": 0.8682977850851615, + "FN": 4620, + "FP": 30385, + "IoU": 0.7672493467289906, + "TN": 4230403, + "TP": 115392, + "n_pred": 145777, + "n_ref": 120012 + }, + "7": { + "Dice": 0.9357505551156468, + "FN": 6162, + "FP": 5441, + "IoU": 0.8792586734375325, + "TN": 4284702, + "TP": 84495, + "n_pred": 89936, + "n_ref": 90657 + }, + "8": { + "Dice": 0.9695974636245258, + "FN": 215, + "FP": 322, + "IoU": 0.940989010989011, + "TN": 4371700, + "TP": 8563, + "n_pred": 8885, + "n_ref": 8778 + }, + "9": { + "Dice": 0.8303245653781032, + "FN": 2669, + "FP": 4446, + "IoU": 0.7098760397977492, + "TN": 4356276, + "TP": 17409, + "n_pred": 21855, + "n_ref": 20078 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.03475238922675934, + "FN": 39, + "FP": 5516, + "IoU": 0.01768346595932803, + "TN": 2272361, + "TP": 100, + "n_pred": 5616, + "n_ref": 139 + }, + "10": { + "Dice": 0.8950591372626484, + "FN": 3785, + "FP": 4715, + "IoU": 0.8100516212652796, + "TN": 2233267, + "TP": 36249, + "n_pred": 40964, + "n_ref": 40034 + }, + "11": { + "Dice": 0.7915360501567398, + "FN": 647, + "FP": 151, + "IoU": 0.6549935149156939, + "TN": 2275703, + "TP": 1515, + "n_pred": 1666, + "n_ref": 2162 + }, + "12": { + "Dice": 0.7854203409758965, + "FN": 973, + "FP": 122, + "IoU": 0.6466602129719264, + "TN": 2274917, + "TP": 2004, + "n_pred": 2126, + "n_ref": 2977 + }, + "13": { + "Dice": 0.6940261183662129, + "FN": 7834, + "FP": 3178, + "IoU": 0.5314241947151185, + "TN": 2254515, + "TP": 12489, + "n_pred": 15667, + "n_ref": 20323 + }, + "14": { + "Dice": 0.9543559491055016, + "FN": 2059, + "FP": 1740, + "IoU": 0.912696771228312, + "TN": 2234501, + "TP": 39716, + "n_pred": 41456, + "n_ref": 41775 + }, + "15": { + "Dice": 0.9083569614775846, + "FN": 4158, + "FP": 11938, + "IoU": 0.8321007228764852, + "TN": 2182149, + "TP": 79771, + "n_pred": 91709, + "n_ref": 83929 + }, + "2": { + "Dice": 0.9770528962332359, + "FN": 1127, + "FP": 2396, + "IoU": 0.9551353072269978, + "TN": 2199491, + "TP": 75002, + "n_pred": 77398, + "n_ref": 76129 + }, + "3": { + "Dice": 0.9575712790196441, + "FN": 894, + "FP": 484, + "IoU": 0.9185964083175804, + "TN": 2261088, + "TP": 15550, + "n_pred": 16034, + "n_ref": 16444 + }, + "4": { + "Dice": 0.4935, + "FN": 1769, + "FP": 257, + "IoU": 0.3275804845668769, + "TN": 2275003, + "TP": 987, + "n_pred": 1244, + "n_ref": 2756 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9243166718193896, + "FN": 105932, + "FP": 6921, + "IoU": 0.85928325521486, + "TN": 1476029, + "TP": 689134, + "n_pred": 696055, + "n_ref": 795066 + }, + "7": { + "Dice": 0.5271016617790811, + "FN": 7869, + "FP": 69535, + "IoU": 0.35786696752998953, + "TN": 2157474, + "TP": 43138, + "n_pred": 112673, + "n_ref": 51007 + }, + "8": { + "Dice": 0.9649197155907143, + "FN": 754, + "FP": 736, + "IoU": 0.9322172686743699, + "TN": 2256034, + "TP": 20492, + "n_pred": 21228, + "n_ref": 21246 + }, + "9": { + "Dice": 0.9246215139442231, + "FN": 916, + "FP": 3341, + "IoU": 0.8598103141671607, + "TN": 2247650, + "TP": 26109, + "n_pred": 29450, + "n_ref": 27025 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9942606637017786, + "FN": 1215, + "FP": 322, + "IoU": 0.9885868314162873, + "TN": 3545203, + "TP": 133132, + "n_pred": 133454, + "n_ref": 134347 + }, + "10": { + "Dice": 0.8769878391019644, + "FN": 295, + "FP": 1809, + "IoU": 0.7809246147438568, + "TN": 3670268, + "TP": 7500, + "n_pred": 9309, + "n_ref": 7795 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8860209866119889, + "FN": 554, + "FP": 391, + "IoU": 0.7953659592897359, + "TN": 3675254, + "TP": 3673, + "n_pred": 4064, + "n_ref": 4227 + }, + "13": { + "Dice": 0.337990085624155, + "FN": 2938, + "FP": 0, + "IoU": 0.20336225596529284, + "TN": 3676184, + "TP": 750, + "n_pred": 750, + "n_ref": 3688 + }, + "14": { + "Dice": 0.9737876407154695, + "FN": 2635, + "FP": 3454, + "IoU": 0.9489143566682328, + "TN": 3560680, + "TP": 113103, + "n_pred": 116557, + "n_ref": 115738 + }, + "15": { + "Dice": 0.854872280037843, + "FN": 3, + "FP": 764, + "IoU": 0.7465300727032386, + "TN": 3676846, + "TP": 2259, + "n_pred": 3023, + "n_ref": 2262 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9472981987991995, + "FN": 103, + "FP": 55, + "IoU": 0.899873257287706, + "TN": 3678294, + "TP": 1420, + "n_pred": 1475, + "n_ref": 1523 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9298037931642446, + "FN": 650, + "FP": 2137, + "IoU": 0.8688161920451871, + "TN": 3658627, + "TP": 18458, + "n_pred": 20595, + "n_ref": 19108 + }, + "7": { + "Dice": 0.22060043686607853, + "FN": 450, + "FP": 45579, + "IoU": 0.12397464933483052, + "TN": 3627329, + "TP": 6514, + "n_pred": 52093, + "n_ref": 6964 + }, + "8": { + "Dice": 0.9640539705427953, + "FN": 186, + "FP": 163, + "IoU": 0.9306025054682839, + "TN": 3674843, + "TP": 4680, + "n_pred": 4843, + "n_ref": 4866 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 428, + "IoU": 0.0, + "TN": 3679444, + "TP": 0, + "n_pred": 428, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8716577540106952, + "FN": 2315, + "FP": 2773, + "IoU": 0.7725118483412322, + "TN": 1379490, + "TP": 17278, + "n_pred": 20051, + "n_ref": 19593 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7712933753943217, + "FN": 152, + "FP": 428, + "IoU": 0.6277278562259306, + "TN": 1400298, + "TP": 978, + "n_pred": 1406, + "n_ref": 1130 + }, + "13": { + "Dice": 0.8404421037015058, + "FN": 3834, + "FP": 4770, + "IoU": 0.7247952917093142, + "TN": 1370592, + "TP": 22660, + "n_pred": 27430, + "n_ref": 26494 + }, + "14": { + "Dice": 0.10929809384601617, + "FN": 759, + "FP": 58959, + "IoU": 0.057808210532958884, + "TN": 1338474, + "TP": 3664, + "n_pred": 62623, + "n_ref": 4423 + }, + "15": { + "Dice": 0.9635100110644619, + "FN": 9096, + "FP": 534, + "IoU": 0.9295893075185166, + "TN": 1265087, + "TP": 127139, + "n_pred": 127673, + "n_ref": 136235 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8745387453874539, + "FN": 36, + "FP": 32, + "IoU": 0.7770491803278688, + "TN": 1401551, + "TP": 237, + "n_pred": 269, + "n_ref": 273 + }, + "4": { + "Dice": 0.7880741337630943, + "FN": 74, + "FP": 452, + "IoU": 0.6502659574468085, + "TN": 1400352, + "TP": 978, + "n_pred": 1430, + "n_ref": 1052 + }, + "5": { + "Dice": 0.8597736428160369, + "FN": 744, + "FP": 718, + "IoU": 0.7540376850605652, + "TN": 1395912, + "TP": 4482, + "n_pred": 5200, + "n_ref": 5226 + }, + "6": { + "Dice": 0.9652975940927471, + "FN": 1888, + "FP": 3244, + "IoU": 0.9329229241004326, + "TN": 1325347, + "TP": 71377, + "n_pred": 74621, + "n_ref": 73265 + }, + "7": { + "Dice": 0.9579230356819137, + "FN": 7132, + "FP": 3777, + "IoU": 0.9192440371319012, + "TN": 1266770, + "TP": 124177, + "n_pred": 127954, + "n_ref": 131309 + }, + "8": { + "Dice": 0.9599563465413029, + "FN": 1186, + "FP": 1676, + "IoU": 0.922996206312051, + "TN": 1364689, + "TP": 34305, + "n_pred": 35981, + "n_ref": 35491 + }, + "9": { + "Dice": 0.9591503267973857, + "FN": 200, + "FP": 450, + "IoU": 0.9215070643642073, + "TN": 1393575, + "TP": 7631, + "n_pred": 8081, + "n_ref": 7831 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9230153198178825, + "FN": 997, + "FP": 4194, + "IoU": 0.8570366290278161, + "TN": 1716010, + "TP": 31119, + "n_pred": 35313, + "n_ref": 32116 + }, + "10": { + "Dice": 0.804246421103426, + "FN": 6683, + "FP": 619, + "IoU": 0.6725854183481302, + "TN": 1730018, + "TP": 15000, + "n_pred": 15619, + "n_ref": 21683 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7710752145381121, + "FN": 1394, + "FP": 420, + "IoU": 0.6274388991579379, + "TN": 1747451, + "TP": 3055, + "n_pred": 3475, + "n_ref": 4449 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 84, + "FP": 0, + "IoU": 0.0, + "TN": 1752236, + "TP": 0, + "n_pred": 0, + "n_ref": 84 + }, + "15": { + "Dice": 0.31868131868131866, + "FN": 124, + "FP": 0, + "IoU": 0.1895424836601307, + "TN": 1752167, + "TP": 29, + "n_pred": 29, + "n_ref": 153 + }, + "2": { + "Dice": 0.08817535998558931, + "FN": 307, + "FP": 80684, + "IoU": 0.04612105009009858, + "TN": 1667413, + "TP": 3916, + "n_pred": 84600, + "n_ref": 4223 + }, + "3": { + "Dice": 0.14334028635654833, + "FN": 84352, + "FP": 250, + "IoU": 0.07720331588132635, + "TN": 1660640, + "TP": 7078, + "n_pred": 7328, + "n_ref": 91430 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9847334126773467, + "FN": 1072, + "FP": 711, + "IoU": 0.9699259534130585, + "TN": 1693033, + "TP": 57504, + "n_pred": 58215, + "n_ref": 58576 + }, + "7": { + "Dice": 0.988041135932066, + "FN": 2608, + "FP": 1876, + "IoU": 0.9763649205663142, + "TN": 1562602, + "TP": 185234, + "n_pred": 187110, + "n_ref": 187842 + }, + "8": { + "Dice": 0.7124405166553365, + "FN": 59, + "FP": 364, + "IoU": 0.5533262935586061, + "TN": 1751373, + "TP": 524, + "n_pred": 888, + "n_ref": 583 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 86, + "IoU": 0.0, + "TN": 1752234, + "TP": 0, + "n_pred": 86, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.09718670076726342, + "FN": 13, + "FP": 1399, + "IoU": 0.051075268817204304, + "TN": 2101296, + "TP": 76, + "n_pred": 1475, + "n_ref": 89 + }, + "10": { + "Dice": 0.8779426134849427, + "FN": 2250, + "FP": 498, + "IoU": 0.7824400285013063, + "TN": 2090153, + "TP": 9883, + "n_pred": 10381, + "n_ref": 12133 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7290800140994008, + "FN": 1519, + "FP": 10010, + "IoU": 0.5736631905924118, + "TN": 2075742, + "TP": 15513, + "n_pred": 25523, + "n_ref": 17032 + }, + "14": { + "Dice": 0.9253107121720261, + "FN": 540, + "FP": 1353, + "IoU": 0.8610030105000367, + "TN": 2089165, + "TP": 11726, + "n_pred": 13079, + "n_ref": 12266 + }, + "15": { + "Dice": 0.4594529737090302, + "FN": 96781, + "FP": 78, + "IoU": 0.29824014838106694, + "TN": 1964761, + "TP": 41164, + "n_pred": 41242, + "n_ref": 137945 + }, + "2": { + "Dice": 0.8087409916641759, + "FN": 564, + "FP": 10954, + "IoU": 0.678896013381656, + "TN": 2066914, + "TP": 24352, + "n_pred": 35306, + "n_ref": 24916 + }, + "3": { + "Dice": 0.9101491713370217, + "FN": 13437, + "FP": 1537, + "IoU": 0.8351135287510736, + "TN": 2011970, + "TP": 75840, + "n_pred": 77377, + "n_ref": 89277 + }, + "4": { + "Dice": 0.7263860216018909, + "FN": 25512, + "FP": 1923, + "IoU": 0.5703345235857922, + "TN": 2038932, + "TP": 36417, + "n_pred": 38340, + "n_ref": 61929 + }, + "5": { + "Dice": 0.8930954059771112, + "FN": 839, + "FP": 1132, + "IoU": 0.8068404547236377, + "TN": 2092580, + "TP": 8233, + "n_pred": 9365, + "n_ref": 9072 + }, + "6": { + "Dice": 0.9600564638724288, + "FN": 1967, + "FP": 3183, + "IoU": 0.9231813367939022, + "TN": 2035743, + "TP": 61891, + "n_pred": 65074, + "n_ref": 63858 + }, + "7": { + "Dice": 0.40562091708050696, + "FN": 402, + "FP": 37539, + "IoU": 0.25440682296067757, + "TN": 2051897, + "TP": 12946, + "n_pred": 50485, + "n_ref": 13348 + }, + "8": { + "Dice": 0.9616530933804127, + "FN": 2797, + "FP": 1243, + "IoU": 0.9261385450755983, + "TN": 2048087, + "TP": 50657, + "n_pred": 51900, + "n_ref": 53454 + }, + "9": { + "Dice": 0.7308884913536077, + "FN": 378, + "FP": 8648, + "IoU": 0.575905652398628, + "TN": 2081501, + "TP": 12257, + "n_pred": 20905, + "n_ref": 12635 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9551682301068268, + "FN": 915, + "FP": 3630, + "IoU": 0.9141837543899399, + "TN": 1348894, + "TP": 48417, + "n_pred": 52047, + "n_ref": 49332 + }, + "10": { + "Dice": 0.8678921147569146, + "FN": 2952, + "FP": 3200, + "IoU": 0.7666160849772382, + "TN": 1375496, + "TP": 20208, + "n_pred": 23408, + "n_ref": 23160 + }, + "11": { + "Dice": 0.6435331230283912, + "FN": 87, + "FP": 26, + "IoU": 0.4744186046511628, + "TN": 1401641, + "TP": 102, + "n_pred": 128, + "n_ref": 189 + }, + "12": { + "Dice": 0.6405570060922542, + "FN": 293, + "FP": 120, + "IoU": 0.471190781049936, + "TN": 1401075, + "TP": 368, + "n_pred": 488, + "n_ref": 661 + }, + "13": { + "Dice": 0.7781441733117493, + "FN": 6901, + "FP": 4200, + "IoU": 0.6368543295495437, + "TN": 1371287, + "TP": 19468, + "n_pred": 23668, + "n_ref": 26369 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8610478359908884, + "FN": 35, + "FP": 87, + "IoU": 0.756, + "TN": 1401356, + "TP": 378, + "n_pred": 465, + "n_ref": 413 + }, + "3": { + "Dice": 0.9578881206788183, + "FN": 3266, + "FP": 2429, + "IoU": 0.9191797346200241, + "TN": 1331391, + "TP": 64770, + "n_pred": 67199, + "n_ref": 68036 + }, + "4": { + "Dice": 0.895553096310613, + "FN": 5039, + "FP": 1662, + "IoU": 0.8108611589375935, + "TN": 1366427, + "TP": 28728, + "n_pred": 30390, + "n_ref": 33767 + }, + "5": { + "Dice": 0.7927441142416055, + "FN": 1109, + "FP": 1039, + "IoU": 0.6566496163682864, + "TN": 1395600, + "TP": 4108, + "n_pred": 5147, + "n_ref": 5217 + }, + "6": { + "Dice": 0.9443091511682618, + "FN": 5081, + "FP": 5690, + "IoU": 0.894494019923792, + "TN": 1299767, + "TP": 91318, + "n_pred": 97008, + "n_ref": 96399 + }, + "7": { + "Dice": 0.9580699166710142, + "FN": 5424, + "FP": 3417, + "IoU": 0.9195145931576935, + "TN": 1292010, + "TP": 101005, + "n_pred": 104422, + "n_ref": 106429 + }, + "8": { + "Dice": 0.9398876021023412, + "FN": 2341, + "FP": 2943, + "IoU": 0.8865924065846801, + "TN": 1355263, + "TP": 41309, + "n_pred": 44252, + "n_ref": 43650 + }, + "9": { + "Dice": 0.8931175529077006, + "FN": 3904, + "FP": 5712, + "IoU": 0.8068766066838047, + "TN": 1352064, + "TP": 40176, + "n_pred": 45888, + "n_ref": 44080 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9610337285599171, + "FN": 836, + "FP": 518, + "IoU": 0.9249903052462467, + "TN": 3136125, + "TP": 16697, + "n_pred": 17215, + "n_ref": 17533 + }, + "10": { + "Dice": 0.8617873815787472, + "FN": 19734, + "FP": 7533, + "IoU": 0.7571409485637942, + "TN": 3041901, + "TP": 85008, + "n_pred": 92541, + "n_ref": 104742 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5920658682634731, + "FN": 3165, + "FP": 105, + "IoU": 0.4205209994683679, + "TN": 3148533, + "TP": 2373, + "n_pred": 2478, + "n_ref": 5538 + }, + "13": { + "Dice": 0.6754894486240776, + "FN": 40298, + "FP": 4820, + "IoU": 0.5099917459489987, + "TN": 3062100, + "TP": 46958, + "n_pred": 51778, + "n_ref": 87256 + }, + "14": { + "Dice": 0.9243832644434885, + "FN": 3595, + "FP": 448, + "IoU": 0.8593983655016519, + "TN": 3125421, + "TP": 24712, + "n_pred": 25160, + "n_ref": 28307 + }, + "15": { + "Dice": 0.8569895258891891, + "FN": 2224, + "FP": 5504, + "IoU": 0.7497652430139559, + "TN": 3123293, + "TP": 23155, + "n_pred": 28659, + "n_ref": 25379 + }, + "2": { + "Dice": 0.9722847235090134, + "FN": 900, + "FP": 1194, + "IoU": 0.9460642901298166, + "TN": 3115352, + "TP": 36730, + "n_pred": 37924, + "n_ref": 37630 + }, + "3": { + "Dice": 0.9760305556849411, + "FN": 3420, + "FP": 1726, + "IoU": 0.9531832820830073, + "TN": 3044258, + "TP": 104772, + "n_pred": 106498, + "n_ref": 108192 + }, + "4": { + "Dice": 0.918938136999289, + "FN": 305, + "FP": 379, + "IoU": 0.8500328875246657, + "TN": 3149615, + "TP": 3877, + "n_pred": 4256, + "n_ref": 4182 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9700237222342032, + "FN": 2788, + "FP": 3745, + "IoU": 0.9417922948073701, + "TN": 3041940, + "TP": 105703, + "n_pred": 109448, + "n_ref": 108491 + }, + "7": { + "Dice": 0.9419418151159067, + "FN": 11309, + "FP": 13894, + "IoU": 0.8902552133454676, + "TN": 2924525, + "TP": 204448, + "n_pred": 218342, + "n_ref": 215757 + }, + "8": { + "Dice": 0.9266033254156769, + "FN": 1068, + "FP": 168, + "IoU": 0.863244080548794, + "TN": 3145138, + "TP": 7802, + "n_pred": 7970, + "n_ref": 8870 + }, + "9": { + "Dice": 0.9273984018824453, + "FN": 347, + "FP": 1134, + "IoU": 0.8646252285191957, + "TN": 3143236, + "TP": 9459, + "n_pred": 10593, + "n_ref": 9806 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9382110631620243, + "FN": 73, + "FP": 557, + "IoU": 0.8836135230001847, + "TN": 1221211, + "TP": 4783, + "n_pred": 5340, + "n_ref": 4856 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.982742460164305, + "FN": 334, + "FP": 292, + "IoU": 0.966070460704607, + "TN": 1208174, + "TP": 17824, + "n_pred": 18116, + "n_ref": 18158 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8942991338820183, + "FN": 1856, + "FP": 597, + "IoU": 0.8088074824629774, + "TN": 1213794, + "TP": 10377, + "n_pred": 10974, + "n_ref": 12233 + }, + "6": { + "Dice": 0.9481887718285467, + "FN": 228, + "FP": 131, + "IoU": 0.9014818880351262, + "TN": 1222980, + "TP": 3285, + "n_pred": 3416, + "n_ref": 3513 + }, + "7": { + "Dice": 0.8186528497409327, + "FN": 79, + "FP": 1076, + "IoU": 0.6929824561403509, + "TN": 1222862, + "TP": 2607, + "n_pred": 3683, + "n_ref": 2686 + }, + "8": { + "Dice": 0.9627425869372476, + "FN": 490, + "FP": 1401, + "IoU": 0.9281616836986666, + "TN": 1200301, + "TP": 24432, + "n_pred": 25833, + "n_ref": 24922 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9178490103345595, + "FN": 237, + "FP": 232, + "IoU": 0.8481709291032696, + "TN": 1573999, + "TP": 2620, + "n_pred": 2852, + "n_ref": 2857 + }, + "10": { + "Dice": 0.8903622282318958, + "FN": 5433, + "FP": 5878, + "IoU": 0.8023899788605671, + "TN": 1519849, + "TP": 45928, + "n_pred": 51806, + "n_ref": 51361 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7644278963196334, + "FN": 1058, + "FP": 587, + "IoU": 0.6186833565136765, + "TN": 1572774, + "TP": 2669, + "n_pred": 3256, + "n_ref": 3727 + }, + "13": { + "Dice": 0.8577933931340412, + "FN": 1938, + "FP": 5307, + "IoU": 0.750996700577399, + "TN": 1547992, + "TP": 21851, + "n_pred": 27158, + "n_ref": 23789 + }, + "14": { + "Dice": 0.9678868933893772, + "FN": 1128, + "FP": 7276, + "IoU": 0.9377721174066286, + "TN": 1442036, + "TP": 126648, + "n_pred": 133924, + "n_ref": 127776 + }, + "15": { + "Dice": 0.9149096202838772, + "FN": 2268, + "FP": 4746, + "IoU": 0.8431644380841644, + "TN": 1532366, + "TP": 37708, + "n_pred": 42454, + "n_ref": 39976 + }, + "2": { + "Dice": 0.9591121495327103, + "FN": 103, + "FP": 37, + "IoU": 0.9214365881032548, + "TN": 1575306, + "TP": 1642, + "n_pred": 1679, + "n_ref": 1745 + }, + "3": { + "Dice": 0.9705419029615627, + "FN": 701, + "FP": 421, + "IoU": 0.942769701606733, + "TN": 1557483, + "TP": 18483, + "n_pred": 18904, + "n_ref": 19184 + }, + "4": { + "Dice": 0.8559182929053438, + "FN": 485, + "FP": 1095, + "IoU": 0.7481268930336362, + "TN": 1570815, + "TP": 4693, + "n_pred": 5788, + "n_ref": 5178 + }, + "5": { + "Dice": 0.7595682041216879, + "FN": 292, + "FP": 198, + "IoU": 0.6123417721518988, + "TN": 1575824, + "TP": 774, + "n_pred": 972, + "n_ref": 1066 + }, + "6": { + "Dice": 0.9644959534999242, + "FN": 3885, + "FP": 7122, + "IoU": 0.9314265422330762, + "TN": 1416574, + "TP": 149507, + "n_pred": 156629, + "n_ref": 153392 + }, + "7": { + "Dice": 0.9583712425296583, + "FN": 6754, + "FP": 11914, + "IoU": 0.9200698767736798, + "TN": 1343534, + "TP": 214886, + "n_pred": 226800, + "n_ref": 221640 + }, + "8": { + "Dice": 0.9359995605120035, + "FN": 431, + "FP": 734, + "IoU": 0.8796984717059066, + "TN": 1567404, + "TP": 8519, + "n_pred": 9253, + "n_ref": 8950 + }, + "9": { + "Dice": 0.9260297984224365, + "FN": 888, + "FP": 800, + "IoU": 0.8622490615309287, + "TN": 1564834, + "TP": 10566, + "n_pred": 11366, + "n_ref": 11454 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.95912676149302, + "FN": 3008, + "FP": 1946, + "IoU": 0.9214635615656558, + "TN": 1864473, + "TP": 58125, + "n_pred": 60071, + "n_ref": 61133 + }, + "10": { + "Dice": 0.10203550031630261, + "FN": 13965, + "FP": 10166, + "IoU": 0.05376048937338248, + "TN": 1902050, + "TP": 1371, + "n_pred": 11537, + "n_ref": 15336 + }, + "11": { + "Dice": 0.7160859896219421, + "FN": 103, + "FP": 663, + "IoU": 0.5577367205542725, + "TN": 1925820, + "TP": 966, + "n_pred": 1629, + "n_ref": 1069 + }, + "12": { + "Dice": 0.5910338517840805, + "FN": 321, + "FP": 1020, + "IoU": 0.41948051948051945, + "TN": 1925242, + "TP": 969, + "n_pred": 1989, + "n_ref": 1290 + }, + "13": { + "Dice": 0.38347713145931905, + "FN": 9133, + "FP": 17449, + "IoU": 0.23722344974030818, + "TN": 1892703, + "TP": 8267, + "n_pred": 25716, + "n_ref": 17400 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9673608635877591, + "FN": 3820, + "FP": 1949, + "IoU": 0.9367850098619329, + "TN": 1836292, + "TP": 85491, + "n_pred": 87440, + "n_ref": 89311 + }, + "3": { + "Dice": 0.9661507638367143, + "FN": 1565, + "FP": 1814, + "IoU": 0.934518041936359, + "TN": 1875950, + "TP": 48223, + "n_pred": 50037, + "n_ref": 49788 + }, + "4": { + "Dice": 0.76177197985049, + "FN": 31246, + "FP": 2757, + "IoU": 0.6152113887380047, + "TN": 1839184, + "TP": 54365, + "n_pred": 57122, + "n_ref": 85611 + }, + "5": { + "Dice": 0.865270235324541, + "FN": 511, + "FP": 10, + "IoU": 0.7625341841385597, + "TN": 1925358, + "TP": 1673, + "n_pred": 1683, + "n_ref": 2184 + }, + "6": { + "Dice": 0.9530274678969847, + "FN": 25306, + "FP": 14156, + "IoU": 0.9102697909205635, + "TN": 1487767, + "TP": 400323, + "n_pred": 414479, + "n_ref": 425629 + }, + "7": { + "Dice": 0.6927182163187856, + "FN": 5557, + "FP": 46263, + "IoU": 0.529892043908192, + "TN": 1817322, + "TP": 58410, + "n_pred": 104673, + "n_ref": 63967 + }, + "8": { + "Dice": 0.963735423138767, + "FN": 1270, + "FP": 1053, + "IoU": 0.9300090388671286, + "TN": 1894362, + "TP": 30867, + "n_pred": 31920, + "n_ref": 32137 + }, + "9": { + "Dice": 0.8098412618550477, + "FN": 2365, + "FP": 5194, + "IoU": 0.6804481082223631, + "TN": 1903897, + "TP": 16096, + "n_pred": 21290, + "n_ref": 18461 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9829392577449757, + "FN": 936, + "FP": 199, + "IoU": 0.9664508882385977, + "TN": 1368025, + "TP": 32696, + "n_pred": 32895, + "n_ref": 33632 + }, + "10": { + "Dice": 0.862453531598513, + "FN": 0, + "FP": 37, + "IoU": 0.7581699346405228, + "TN": 1401703, + "TP": 116, + "n_pred": 153, + "n_ref": 116 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9777114127977862, + "FN": 2691, + "FP": 2190, + "IoU": 0.9563947255574614, + "TN": 1289920, + "TP": 107055, + "n_pred": 109245, + "n_ref": 109746 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8775344687753447, + "FN": 262, + "FP": 40, + "IoU": 0.7817919075144508, + "TN": 1400472, + "TP": 1082, + "n_pred": 1122, + "n_ref": 1344 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9337779895188185, + "FN": 108, + "FP": 31, + "IoU": 0.8757819481680071, + "TN": 699809, + "TP": 980, + "n_pred": 1011, + "n_ref": 1088 + }, + "10": { + "Dice": 0.8768606224627875, + "FN": 541, + "FP": 460, + "IoU": 0.7807228915662651, + "TN": 696363, + "TP": 3564, + "n_pred": 4024, + "n_ref": 4105 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8076923076923077, + "FN": 699, + "FP": 221, + "IoU": 0.6774193548387096, + "TN": 698076, + "TP": 1932, + "n_pred": 2153, + "n_ref": 2631 + }, + "13": { + "Dice": 0.8971934564010206, + "FN": 326, + "FP": 359, + "IoU": 0.8135547087642896, + "TN": 697254, + "TP": 2989, + "n_pred": 3348, + "n_ref": 3315 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 700926, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9626941500943533, + "FN": 479, + "FP": 35, + "IoU": 0.9280716484746712, + "TN": 693782, + "TP": 6632, + "n_pred": 6667, + "n_ref": 7111 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9056603773584906, + "FN": 2, + "FP": 3, + "IoU": 0.8275862068965517, + "TN": 700899, + "TP": 24, + "n_pred": 27, + "n_ref": 26 + }, + "7": { + "Dice": 0.5111111111111111, + "FN": 44, + "FP": 0, + "IoU": 0.34328358208955223, + "TN": 700861, + "TP": 23, + "n_pred": 23, + "n_ref": 67 + }, + "8": { + "Dice": 0.9571602903080777, + "FN": 1419, + "FP": 582, + "IoU": 0.917840279203449, + "TN": 676573, + "TP": 22354, + "n_pred": 22936, + "n_ref": 23773 + }, + "9": { + "Dice": 0.9633566433566434, + "FN": 438, + "FP": 348, + "IoU": 0.9293038316243929, + "TN": 689810, + "TP": 10332, + "n_pred": 10680, + "n_ref": 10770 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0400.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 2628468, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "10": { + "Dice": 0.9407903549899531, + "FN": 519, + "FP": 365, + "IoU": 0.8882003288225623, + "TN": 2620573, + "TP": 7023, + "n_pred": 7388, + "n_ref": 7542 + }, + "11": { + "Dice": 0.7941336230309615, + "FN": 195, + "FP": 563, + "IoU": 0.6585585585585586, + "TN": 2626260, + "TP": 1462, + "n_pred": 2025, + "n_ref": 1657 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7370029957814506, + "FN": 2826, + "FP": 10079, + "IoU": 0.5835350308193759, + "TN": 2597493, + "TP": 18082, + "n_pred": 28161, + "n_ref": 20908 + }, + "14": { + "Dice": 0.9459845609246386, + "FN": 1987, + "FP": 3079, + "IoU": 0.8975054120217695, + "TN": 2579053, + "TP": 44361, + "n_pred": 47440, + "n_ref": 46348 + }, + "15": { + "Dice": 0.9067116926973406, + "FN": 885, + "FP": 3535, + "IoU": 0.8293436293436294, + "TN": 2602580, + "TP": 21480, + "n_pred": 25015, + "n_ref": 22365 + }, + "2": { + "Dice": 0.9635828215321316, + "FN": 6711, + "FP": 2972, + "IoU": 0.9297248651904751, + "TN": 2490693, + "TP": 128104, + "n_pred": 131076, + "n_ref": 134815 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3704, + "IoU": 0.0, + "TN": 2624776, + "TP": 0, + "n_pred": 3704, + "n_ref": 0 + }, + "4": { + "Dice": 0.9764323549732593, + "FN": 883, + "FP": 959, + "IoU": 0.95395, + "TN": 2588480, + "TP": 38158, + "n_pred": 39117, + "n_ref": 39041 + }, + "5": { + "Dice": 0.6136363636363636, + "FN": 0, + "FP": 34, + "IoU": 0.4426229508196721, + "TN": 2628419, + "TP": 27, + "n_pred": 61, + "n_ref": 27 + }, + "6": { + "Dice": 0.9728817033576936, + "FN": 21026, + "FP": 10196, + "IoU": 0.9471953781157297, + "TN": 2037206, + "TP": 560052, + "n_pred": 570248, + "n_ref": 581078 + }, + "7": { + "Dice": 0.8763388031836494, + "FN": 11171, + "FP": 3931, + "IoU": 0.7798959380875344, + "TN": 2559867, + "TP": 53511, + "n_pred": 57442, + "n_ref": 64682 + }, + "8": { + "Dice": 0.9429099803137864, + "FN": 394, + "FP": 563, + "IoU": 0.8919864559819413, + "TN": 2619620, + "TP": 7903, + "n_pred": 8466, + "n_ref": 8297 + }, + "9": { + "Dice": 0.8911830357142857, + "FN": 4486, + "FP": 4094, + "IoU": 0.8037242073477604, + "TN": 2584766, + "TP": 35134, + "n_pred": 39228, + "n_ref": 39620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0403.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9705882352941176, + "FN": 89, + "FP": 121, + "IoU": 0.9428571428571428, + "TN": 3851429, + "TP": 3465, + "n_pred": 3586, + "n_ref": 3554 + }, + "10": { + "Dice": 0.5679382595253673, + "FN": 68389, + "FP": 6238, + "IoU": 0.39658783100869216, + "TN": 3731429, + "TP": 49048, + "n_pred": 55286, + "n_ref": 117437 + }, + "11": { + "Dice": 0.3265940902021773, + "FN": 866, + "FP": 0, + "IoU": 0.19516728624535315, + "TN": 3854028, + "TP": 210, + "n_pred": 210, + "n_ref": 1076 + }, + "12": { + "Dice": 0.35639412997903563, + "FN": 1684, + "FP": 158, + "IoU": 0.21683673469387754, + "TN": 3852752, + "TP": 510, + "n_pred": 668, + "n_ref": 2194 + }, + "13": { + "Dice": 0.8351453987410914, + "FN": 2252, + "FP": 7255, + "IoU": 0.7169524830296534, + "TN": 3821516, + "TP": 24081, + "n_pred": 31336, + "n_ref": 26333 + }, + "14": { + "Dice": 0.9754696704024823, + "FN": 22671, + "FP": 7687, + "IoU": 0.9521140001640471, + "TN": 3221140, + "TP": 603606, + "n_pred": 611293, + "n_ref": 626277 + }, + "15": { + "Dice": 0.8188256920415224, + "FN": 4599, + "FP": 8805, + "IoU": 0.6932301917883462, + "TN": 3811410, + "TP": 30290, + "n_pred": 39095, + "n_ref": 34889 + }, + "2": { + "Dice": 0.9595872814280793, + "FN": 7338, + "FP": 2399, + "IoU": 0.9223140627742584, + "TN": 3729766, + "TP": 115601, + "n_pred": 118000, + "n_ref": 122939 + }, + "3": { + "Dice": 0.9448229300926778, + "FN": 4180, + "FP": 4810, + "IoU": 0.8954164727780363, + "TN": 3769144, + "TP": 76970, + "n_pred": 81780, + "n_ref": 81150 + }, + "4": { + "Dice": 0.9550279668207873, + "FN": 4198, + "FP": 3593, + "IoU": 0.9139268195678112, + "TN": 3764588, + "TP": 82725, + "n_pred": 86318, + "n_ref": 86923 + }, + "5": { + "Dice": 0.7808949686992812, + "FN": 3011, + "FP": 769, + "IoU": 0.6405477367820464, + "TN": 3844588, + "TP": 6736, + "n_pred": 7505, + "n_ref": 9747 + }, + "6": { + "Dice": 0.9129183159409859, + "FN": 6492, + "FP": 2220, + "IoU": 0.8397881496193313, + "TN": 3800726, + "TP": 45666, + "n_pred": 47886, + "n_ref": 52158 + }, + "7": { + "Dice": 0.9468025746013533, + "FN": 5409, + "FP": 8129, + "IoU": 0.8989791958929051, + "TN": 3721092, + "TP": 120474, + "n_pred": 128603, + "n_ref": 125883 + }, + "8": { + "Dice": 0.9095429200554036, + "FN": 1404, + "FP": 1143, + "IoU": 0.8340932777488275, + "TN": 3839752, + "TP": 12805, + "n_pred": 13948, + "n_ref": 14209 + }, + "9": { + "Dice": 0.9420350209213318, + "FN": 1450, + "FP": 1473, + "IoU": 0.8904217432052484, + "TN": 3828429, + "TP": 23752, + "n_pred": 25225, + "n_ref": 25202 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.7390410292309018, + "FN": 7984.02888888889, + "FP": 4007.237777777778, + "IoU": 0.6526080751354003, + "TN": 2437308.8, + "TP": 38994.33333333333, + "n_pred": 43001.571111111116, + "n_ref": 46978.36222222223 + }, + "mean": { + "1": { + "Dice": 0.8896341093318615, + "FN": 3861.4333333333334, + "FP": 1945.9666666666667, + "IoU": 0.841109058382067, + "TN": 2438044.1666666665, + "TP": 44442.833333333336, + "n_pred": 46388.8, + "n_ref": 48304.26666666667 + }, + "10": { + "Dice": 0.7603122262029028, + "FN": 8172.133333333333, + "FP": 3945.3, + "IoU": 0.6497591374259596, + "TN": 2458450.066666667, + "TP": 17726.9, + "n_pred": 21672.2, + "n_ref": 25899.033333333333 + }, + "11": { + "Dice": 0.5500459494976874, + "FN": 161.3, + "FP": 140.53333333333333, + "IoU": 0.42620198222552885, + "TN": 2487626.6, + "TP": 365.96666666666664, + "n_pred": 506.5, + "n_ref": 527.2666666666667 + }, + "12": { + "Dice": 0.5110601342839717, + "FN": 360.6333333333333, + "FP": 360.23333333333335, + "IoU": 0.39306555967896745, + "TN": 2486894.033333333, + "TP": 679.5, + "n_pred": 1039.7333333333333, + "n_ref": 1040.1333333333334 + }, + "13": { + "Dice": 0.6436101528770938, + "FN": 10570.866666666667, + "FP": 5237.633333333333, + "IoU": 0.5221698030358092, + "TN": 2456695.2, + "TP": 15790.7, + "n_pred": 21028.333333333332, + "n_ref": 26361.566666666666 + }, + "14": { + "Dice": 0.6751739481225745, + "FN": 3189.866666666667, + "FP": 7558.633333333333, + "IoU": 0.6234596640693949, + "TN": 2442096.7333333334, + "TP": 35449.166666666664, + "n_pred": 43007.8, + "n_ref": 38639.03333333333 + }, + "15": { + "Dice": 0.6364666631728848, + "FN": 2912.5333333333333, + "FP": 3359.633333333333, + "IoU": 0.5511963267065716, + "TN": 2466101.0, + "TP": 15921.233333333334, + "n_pred": 19280.866666666665, + "n_ref": 18833.766666666666 + }, + "2": { + "Dice": 0.8414113801978076, + "FN": 2796.5666666666666, + "FP": 2166.1666666666665, + "IoU": 0.7842051106633776, + "TN": 2451115.433333333, + "TP": 32216.233333333334, + "n_pred": 34382.4, + "n_ref": 35012.8 + }, + "3": { + "Dice": 0.8569140235972541, + "FN": 2224.4, + "FP": 10233.766666666666, + "IoU": 0.794363543416555, + "TN": 2440869.433333333, + "TP": 34966.8, + "n_pred": 45200.566666666666, + "n_ref": 37191.2 + }, + "4": { + "Dice": 0.6222511878779761, + "FN": 3807.4, + "FP": 2322.4333333333334, + "IoU": 0.5261394647274298, + "TN": 2474209.933333333, + "TP": 7954.633333333333, + "n_pred": 10277.066666666668, + "n_ref": 11762.033333333333 + }, + "5": { + "Dice": 0.6519323463475116, + "FN": 686.6, + "FP": 352.76666666666665, + "IoU": 0.5382967879422637, + "TN": 2485411.3, + "TP": 1843.7333333333333, + "n_pred": 2196.5, + "n_ref": 2530.3333333333335 + }, + "6": { + "Dice": 0.9150207227423456, + "FN": 42049.23333333333, + "FP": 9127.233333333334, + "IoU": 0.8497296618942082, + "TN": 2234862.2, + "TP": 202255.73333333334, + "n_pred": 211382.96666666667, + "n_ref": 244304.96666666667 + }, + "7": { + "Dice": 0.8614065413110341, + "FN": 31592.1, + "FP": 8450.366666666667, + "IoU": 0.7810961429249562, + "TN": 2310906.7, + "TP": 137345.23333333334, + "n_pred": 145795.6, + "n_ref": 168937.33333333334 + }, + "8": { + "Dice": 0.8645132451137866, + "FN": 4555.7, + "FP": 2187.9666666666667, + "IoU": 0.7951797300940094, + "TN": 2457576.8333333335, + "TP": 23973.9, + "n_pred": 26161.866666666665, + "n_ref": 28529.6 + }, + "9": { + "Dice": 0.8058628077868356, + "FN": 2819.6666666666665, + "FP": 2719.9333333333334, + "IoU": 0.713149153843904, + "TN": 2468772.3666666667, + "TP": 13982.433333333332, + "n_pred": 16702.366666666665, + "n_ref": 16802.1 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9700794227508573, + "FN": 2327, + "FP": 4714, + "IoU": 0.9418973114819033, + "TN": 1631138, + "TP": 114141, + "n_pred": 118855, + "n_ref": 116468 + }, + "10": { + "Dice": 0.7379885993485342, + "FN": 2668, + "FP": 5054, + "IoU": 0.5847717373769963, + "TN": 1733723, + "TP": 10875, + "n_pred": 15929, + "n_ref": 13543 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7142695228380369, + "FN": 1646, + "FP": 875, + "IoU": 0.5555359661495064, + "TN": 1746648, + "TP": 3151, + "n_pred": 4026, + "n_ref": 4797 + }, + "13": { + "Dice": 0.21286167058582967, + "FN": 657, + "FP": 7042, + "IoU": 0.11910755148741418, + "TN": 1743580, + "TP": 1041, + "n_pred": 8083, + "n_ref": 1698 + }, + "14": { + "Dice": 0.8829724794574149, + "FN": 5518, + "FP": 1660, + "IoU": 0.7904661820941705, + "TN": 1718063, + "TP": 27079, + "n_pred": 28739, + "n_ref": 32597 + }, + "15": { + "Dice": 0.7736448054181327, + "FN": 13894, + "FP": 3218, + "IoU": 0.6308488836155755, + "TN": 1705965, + "TP": 29243, + "n_pred": 32461, + "n_ref": 43137 + }, + "2": { + "Dice": 0.852219074598678, + "FN": 228, + "FP": 398, + "IoU": 0.7424928013163308, + "TN": 1749889, + "TP": 1805, + "n_pred": 2203, + "n_ref": 2033 + }, + "3": { + "Dice": 0.9102150537634408, + "FN": 2474, + "FP": 1200, + "IoU": 0.8352244696595955, + "TN": 1730023, + "TP": 18623, + "n_pred": 19823, + "n_ref": 21097 + }, + "4": { + "Dice": 0.8014709858850252, + "FN": 839, + "FP": 2832, + "IoU": 0.6687122100893421, + "TN": 1741239, + "TP": 7410, + "n_pred": 10242, + "n_ref": 8249 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9670010064481256, + "FN": 11240, + "FP": 5121, + "IoU": 0.9361103084168352, + "TN": 1496238, + "TP": 239721, + "n_pred": 244842, + "n_ref": 250961 + }, + "7": { + "Dice": 0.9430556334831243, + "FN": 15595, + "FP": 6733, + "IoU": 0.8922471828776875, + "TN": 1545105, + "TP": 184887, + "n_pred": 191620, + "n_ref": 200482 + }, + "8": { + "Dice": 0.774986638161411, + "FN": 361, + "FP": 60, + "IoU": 0.6326352530541012, + "TN": 1751174, + "TP": 725, + "n_pred": 785, + "n_ref": 1086 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9839245711993045, + "FN": 3071, + "FP": 1737, + "IoU": 0.9683578042632726, + "TN": 3703155, + "TP": 147141, + "n_pred": 148878, + "n_ref": 150212 + }, + "10": { + "Dice": 0.0, + "FN": 23028, + "FP": 9577, + "IoU": 0.0, + "TN": 3822499, + "TP": 0, + "n_pred": 9577, + "n_ref": 23028 + }, + "11": { + "Dice": 0.728038170081392, + "FN": 369, + "FP": 600, + "IoU": 0.5723742277140336, + "TN": 3852838, + "TP": 1297, + "n_pred": 1897, + "n_ref": 1666 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 350, + "IoU": 0.0, + "TN": 3854754, + "TP": 0, + "n_pred": 350, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 33620, + "FP": 20953, + "IoU": 0.0, + "TN": 3800531, + "TP": 0, + "n_pred": 20953, + "n_ref": 33620 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 4216, + "IoU": 0.0, + "TN": 3850888, + "TP": 0, + "n_pred": 4216, + "n_ref": 0 + }, + "2": { + "Dice": 0.9728870340402578, + "FN": 1367, + "FP": 543, + "IoU": 0.9472054839957985, + "TN": 3818926, + "TP": 34268, + "n_pred": 34811, + "n_ref": 35635 + }, + "3": { + "Dice": 0.9621041825229658, + "FN": 1391, + "FP": 2891, + "IoU": 0.9269756812988165, + "TN": 3796466, + "TP": 54356, + "n_pred": 57247, + "n_ref": 55747 + }, + "4": { + "Dice": 0.8650480666255087, + "FN": 9935, + "FP": 776, + "IoU": 0.7621891651865009, + "TN": 3810064, + "TP": 34329, + "n_pred": 35105, + "n_ref": 44264 + }, + "5": { + "Dice": 0.506429277942631, + "FN": 2236, + "FP": 1257, + "IoU": 0.3390728476821192, + "TN": 3849819, + "TP": 1792, + "n_pred": 3049, + "n_ref": 4028 + }, + "6": { + "Dice": 0.9552704000343331, + "FN": 58531, + "FP": 24849, + "IoU": 0.9143709530827175, + "TN": 2881369, + "TP": 890355, + "n_pred": 915204, + "n_ref": 948886 + }, + "7": { + "Dice": 0.8966029861220118, + "FN": 19238, + "FP": 3158, + "IoU": 0.8125842057255709, + "TN": 3735605, + "TP": 97103, + "n_pred": 100261, + "n_ref": 116341 + }, + "8": { + "Dice": 0.9255242065836556, + "FN": 5122, + "FP": 1559, + "IoU": 0.8613727849939826, + "TN": 3806910, + "TP": 41513, + "n_pred": 43072, + "n_ref": 46635 + }, + "9": { + "Dice": 0.5734870000986918, + "FN": 28869, + "FP": 10026, + "IoU": 0.4020201709611955, + "TN": 3790060, + "TP": 26149, + "n_pred": 36175, + "n_ref": 55018 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8216558068225374, + "FN": 6156, + "FP": 3150, + "IoU": 0.6972969456461634, + "TN": 2597737, + "TP": 21437, + "n_pred": 24587, + "n_ref": 27593 + }, + "11": { + "Dice": 0.6760925449871465, + "FN": 6, + "FP": 246, + "IoU": 0.5106796116504855, + "TN": 2627965, + "TP": 263, + "n_pred": 509, + "n_ref": 269 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7911569423839288, + "FN": 4649, + "FP": 3938, + "IoU": 0.6544744889747304, + "TN": 2603628, + "TP": 16265, + "n_pred": 20203, + "n_ref": 20914 + }, + "14": { + "Dice": 0.9209440559440559, + "FN": 3340, + "FP": 1182, + "IoU": 0.8534720197012411, + "TN": 2597619, + "TP": 26339, + "n_pred": 27521, + "n_ref": 29679 + }, + "15": { + "Dice": 0.7548262146233783, + "FN": 5160, + "FP": 6613, + "IoU": 0.6062014985282312, + "TN": 2598584, + "TP": 18123, + "n_pred": 24736, + "n_ref": 23283 + }, + "2": { + "Dice": 0.9347783762736064, + "FN": 273, + "FP": 732, + "IoU": 0.8775435603752894, + "TN": 2620273, + "TP": 7202, + "n_pred": 7934, + "n_ref": 7475 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7807285546415981, + "FN": 1162, + "FP": 704, + "IoU": 0.6403238242097147, + "TN": 2623292, + "TP": 3322, + "n_pred": 4026, + "n_ref": 4484 + }, + "5": { + "Dice": 0.7009952854897852, + "FN": 3759, + "FP": 1949, + "IoU": 0.5396402935720622, + "TN": 2616081, + "TP": 6691, + "n_pred": 8640, + "n_ref": 10450 + }, + "6": { + "Dice": 0.9690104613273881, + "FN": 6008, + "FP": 4834, + "IoU": 0.9398838930751701, + "TN": 2448129, + "TP": 169509, + "n_pred": 174343, + "n_ref": 175517 + }, + "7": { + "Dice": 0.9638557339657607, + "FN": 12219, + "FP": 7304, + "IoU": 0.9302331398839303, + "TN": 2348648, + "TP": 260309, + "n_pred": 267613, + "n_ref": 272528 + }, + "8": { + "Dice": 0.8757528548254983, + "FN": 9588, + "FP": 5884, + "IoU": 0.7789682709752996, + "TN": 2558481, + "TP": 54527, + "n_pred": 60411, + "n_ref": 64115 + }, + "9": { + "Dice": 0.8416536017823253, + "FN": 2877, + "FP": 4799, + "IoU": 0.7265992306596382, + "TN": 2600404, + "TP": 20400, + "n_pred": 25199, + "n_ref": 23277 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9846223107545151, + "FN": 2709, + "FP": 2278, + "IoU": 0.9697104054809164, + "TN": 2113372, + "TP": 159657, + "n_pred": 161935, + "n_ref": 162366 + }, + "10": { + "Dice": 0.7301397644913296, + "FN": 5200, + "FP": 11965, + "IoU": 0.5749764769969792, + "TN": 2237630, + "TP": 23221, + "n_pred": 35186, + "n_ref": 28421 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.18018018018018017, + "FN": 58, + "FP": 215, + "IoU": 0.09900990099009901, + "TN": 2277713, + "TP": 30, + "n_pred": 245, + "n_ref": 88 + }, + "13": { + "Dice": 0.7779319916724496, + "FN": 7309, + "FP": 4851, + "IoU": 0.6365701306076094, + "TN": 2244557, + "TP": 21299, + "n_pred": 26150, + "n_ref": 28608 + }, + "14": { + "Dice": 0.9729428611577658, + "FN": 14655, + "FP": 1519, + "IoU": 0.9473113270548225, + "TN": 1971043, + "TP": 290799, + "n_pred": 292318, + "n_ref": 305454 + }, + "15": { + "Dice": 0.6927996210326859, + "FN": 1404, + "FP": 3784, + "IoU": 0.5299873165428519, + "TN": 2266978, + "TP": 5850, + "n_pred": 9634, + "n_ref": 7254 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 13486, + "IoU": 0.0, + "TN": 2264530, + "TP": 0, + "n_pred": 13486, + "n_ref": 0 + }, + "3": { + "Dice": 0.8891363938645198, + "FN": 18705, + "FP": 1800, + "IoU": 0.8004010473956255, + "TN": 2175285, + "TP": 82226, + "n_pred": 84026, + "n_ref": 100931 + }, + "4": { + "Dice": 0.8934198791001883, + "FN": 1812, + "FP": 6792, + "IoU": 0.8073702592576009, + "TN": 2233350, + "TP": 36062, + "n_pred": 42854, + "n_ref": 37874 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9424367218168244, + "FN": 3692, + "FP": 8259, + "IoU": 0.89113979395717, + "TN": 2168233, + "TP": 97832, + "n_pred": 106091, + "n_ref": 101524 + }, + "7": { + "Dice": 0.8310216355090003, + "FN": 9554, + "FP": 10901, + "IoU": 0.7108956510677993, + "TN": 2207263, + "TP": 50298, + "n_pred": 61199, + "n_ref": 59852 + }, + "8": { + "Dice": 0.9206244066150008, + "FN": 2196, + "FP": 1399, + "IoU": 0.8529231272757026, + "TN": 2253573, + "TP": 20848, + "n_pred": 22247, + "n_ref": 23044 + }, + "9": { + "Dice": 0.9493489935478886, + "FN": 1125, + "FP": 1497, + "IoU": 0.9035816724277415, + "TN": 2250822, + "TP": 24572, + "n_pred": 26069, + "n_ref": 25697 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8649102976552764, + "FN": 7984, + "FP": 1338, + "IoU": 0.7619752834235523, + "TN": 2063620, + "TP": 29842, + "n_pred": 31180, + "n_ref": 37826 + }, + "10": { + "Dice": 0.7409163588245024, + "FN": 5995, + "FP": 8102, + "IoU": 0.5884568225608688, + "TN": 2068530, + "TP": 20157, + "n_pred": 28259, + "n_ref": 26152 + }, + "11": { + "Dice": 0.7556160653505786, + "FN": 262, + "FP": 456, + "IoU": 0.6072210065645515, + "TN": 2100956, + "TP": 1110, + "n_pred": 1566, + "n_ref": 1372 + }, + "12": { + "Dice": 0.6924219910846954, + "FN": 757, + "FP": 899, + "IoU": 0.5295454545454545, + "TN": 2099264, + "TP": 1864, + "n_pred": 2763, + "n_ref": 2621 + }, + "13": { + "Dice": 0.5866577271203487, + "FN": 221, + "FP": 2245, + "IoU": 0.4150853889943074, + "TN": 2098568, + "TP": 1750, + "n_pred": 3995, + "n_ref": 1971 + }, + "14": { + "Dice": 0.9227329145466776, + "FN": 1950, + "FP": 6205, + "IoU": 0.8565498073844746, + "TN": 2045935, + "TP": 48694, + "n_pred": 54899, + "n_ref": 50644 + }, + "15": { + "Dice": 0.9315955960170031, + "FN": 8085, + "FP": 3614, + "IoU": 0.8719503518929983, + "TN": 2011421, + "TP": 79664, + "n_pred": 83278, + "n_ref": 87749 + }, + "2": { + "Dice": 0.951193872953897, + "FN": 669, + "FP": 306, + "IoU": 0.906930126002291, + "TN": 2092308, + "TP": 9501, + "n_pred": 9807, + "n_ref": 10170 + }, + "3": { + "Dice": 0.9611435378201311, + "FN": 648, + "FP": 983, + "IoU": 0.9251937806723846, + "TN": 2080981, + "TP": 20172, + "n_pred": 21155, + "n_ref": 20820 + }, + "4": { + "Dice": 0.0, + "FN": 859, + "FP": 0, + "IoU": 0.0, + "TN": 2101925, + "TP": 0, + "n_pred": 0, + "n_ref": 859 + }, + "5": { + "Dice": 0.8386401326699834, + "FN": 1449, + "FP": 497, + "IoU": 0.7221190918177923, + "TN": 2095781, + "TP": 5057, + "n_pred": 5554, + "n_ref": 6506 + }, + "6": { + "Dice": 0.9505626848437128, + "FN": 8994, + "FP": 14425, + "IoU": 0.9057831955424135, + "TN": 1854219, + "TP": 225146, + "n_pred": 239571, + "n_ref": 234140 + }, + "7": { + "Dice": 0.9248732242814135, + "FN": 3421, + "FP": 3142, + "IoU": 0.8602457358233427, + "TN": 2055823, + "TP": 40398, + "n_pred": 43540, + "n_ref": 43819 + }, + "8": { + "Dice": 0.857984559122308, + "FN": 959, + "FP": 439, + "IoU": 0.7512898060843266, + "TN": 2097163, + "TP": 4223, + "n_pred": 4662, + "n_ref": 5182 + }, + "9": { + "Dice": 0.7476346260876647, + "FN": 8278, + "FP": 10313, + "IoU": 0.5969780398447831, + "TN": 2056655, + "TP": 27538, + "n_pred": 37851, + "n_ref": 35816 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.918363512869055, + "FN": 3377, + "FP": 2272, + "IoU": 0.8490500494348395, + "TN": 3116753, + "TP": 31774, + "n_pred": 34046, + "n_ref": 35151 + }, + "10": { + "Dice": 0.7086248982912937, + "FN": 11685, + "FP": 9801, + "IoU": 0.5487366895595741, + "TN": 3106563, + "TP": 26127, + "n_pred": 35928, + "n_ref": 37812 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6746483088895541, + "FN": 2042, + "FP": 1219, + "IoU": 0.50903342366757, + "TN": 3147534, + "TP": 3381, + "n_pred": 4600, + "n_ref": 5423 + }, + "13": { + "Dice": 0.2166104634357838, + "FN": 73811, + "FP": 7497, + "IoU": 0.12145998336016596, + "TN": 3061627, + "TP": 11241, + "n_pred": 18738, + "n_ref": 85052 + }, + "14": { + "Dice": 0.9399995573556426, + "FN": 5349, + "FP": 2784, + "IoU": 0.8867916649267131, + "TN": 3082335, + "TP": 63708, + "n_pred": 66492, + "n_ref": 69057 + }, + "15": { + "Dice": 0.8834359341445955, + "FN": 784, + "FP": 3287, + "IoU": 0.791209354805621, + "TN": 3134678, + "TP": 15427, + "n_pred": 18714, + "n_ref": 16211 + }, + "2": { + "Dice": 0.8851257424491343, + "FN": 11913, + "FP": 3540, + "IoU": 0.7939242802085695, + "TN": 3079189, + "TP": 59534, + "n_pred": 63074, + "n_ref": 71447 + }, + "3": { + "Dice": 0.8800742176814111, + "FN": 3391, + "FP": 16775, + "IoU": 0.7858326253186066, + "TN": 3060016, + "TP": 73994, + "n_pred": 90769, + "n_ref": 77385 + }, + "4": { + "Dice": 0.9046602447279354, + "FN": 3061, + "FP": 4263, + "IoU": 0.825917474805096, + "TN": 3112104, + "TP": 34748, + "n_pred": 39011, + "n_ref": 37809 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 3154173, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "6": { + "Dice": 0.8483377538785742, + "FN": 6821, + "FP": 14050, + "IoU": 0.7366202692982345, + "TN": 3074933, + "TP": 58372, + "n_pred": 72422, + "n_ref": 65193 + }, + "7": { + "Dice": 0.743892994113, + "FN": 310830, + "FP": 19190, + "IoU": 0.5922210374009497, + "TN": 2344865, + "TP": 479291, + "n_pred": 498481, + "n_ref": 790121 + }, + "8": { + "Dice": 0.9130053908355795, + "FN": 1334, + "FP": 1248, + "IoU": 0.8399355278656004, + "TN": 3138045, + "TP": 13549, + "n_pred": 14797, + "n_ref": 14883 + }, + "9": { + "Dice": 0.621547756041427, + "FN": 1731, + "FP": 3531, + "IoU": 0.4509026400918293, + "TN": 3144593, + "TP": 4321, + "n_pred": 7852, + "n_ref": 6052 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.3790354806822723, + "FN": 27658, + "FP": 1867, + "IoU": 0.23383329873365166, + "TN": 1188088, + "TP": 9011, + "n_pred": 10878, + "n_ref": 36669 + }, + "11": { + "Dice": 0.22832980972515857, + "FN": 9, + "FP": 356, + "IoU": 0.1288782816229117, + "TN": 1226205, + "TP": 54, + "n_pred": 410, + "n_ref": 63 + }, + "12": { + "Dice": 0.7085365853658536, + "FN": 356, + "FP": 600, + "IoU": 0.5486307837582625, + "TN": 1224506, + "TP": 1162, + "n_pred": 1762, + "n_ref": 1518 + }, + "13": { + "Dice": 0.7654434485048137, + "FN": 6678, + "FP": 2507, + "IoU": 0.6200148932649346, + "TN": 1202452, + "TP": 14987, + "n_pred": 17494, + "n_ref": 21665 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.3076923076923077, + "FN": 11, + "FP": 7, + "IoU": 0.18181818181818182, + "TN": 1226602, + "TP": 4, + "n_pred": 11, + "n_ref": 15 + }, + "3": { + "Dice": 0.8717948717948718, + "FN": 15, + "FP": 0, + "IoU": 0.7727272727272727, + "TN": 1226558, + "TP": 51, + "n_pred": 51, + "n_ref": 66 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8058559746768663, + "FN": 171, + "FP": 1301, + "IoU": 0.674839849790148, + "TN": 1222097, + "TP": 3055, + "n_pred": 4356, + "n_ref": 3226 + }, + "6": { + "Dice": 0.912558429417264, + "FN": 4207, + "FP": 4211, + "IoU": 0.8391792755616689, + "TN": 1174280, + "TP": 43926, + "n_pred": 48137, + "n_ref": 48133 + }, + "7": { + "Dice": 0.8477585441633377, + "FN": 8352, + "FP": 1252, + "IoU": 0.7357473035439137, + "TN": 1190280, + "TP": 26740, + "n_pred": 27992, + "n_ref": 35092 + }, + "8": { + "Dice": 0.937419927072041, + "FN": 869, + "FP": 1671, + "IoU": 0.8822110925616768, + "TN": 1205060, + "TP": 19024, + "n_pred": 20695, + "n_ref": 19893 + }, + "9": { + "Dice": 0.8732465504970498, + "FN": 3412, + "FP": 2109, + "IoU": 0.7750112066506377, + "TN": 1202085, + "TP": 19018, + "n_pred": 21127, + "n_ref": 22430 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 11943, + "IoU": 0.0, + "TN": 1740377, + "TP": 0, + "n_pred": 11943, + "n_ref": 0 + }, + "10": { + "Dice": 0.7735397339282314, + "FN": 8468, + "FP": 8180, + "IoU": 0.6307091679421486, + "TN": 1707239, + "TP": 28433, + "n_pred": 36613, + "n_ref": 36901 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 857, + "FP": 18, + "IoU": 0.0, + "TN": 1751445, + "TP": 0, + "n_pred": 18, + "n_ref": 857 + }, + "13": { + "Dice": 0.5817798657930805, + "FN": 47613, + "FP": 5176, + "IoU": 0.4102183093870802, + "TN": 1662814, + "TP": 36717, + "n_pred": 41893, + "n_ref": 84330 + }, + "14": { + "Dice": 0.9205921290167288, + "FN": 912, + "FP": 2387, + "IoU": 0.8528677192043529, + "TN": 1729898, + "TP": 19123, + "n_pred": 21510, + "n_ref": 20035 + }, + "15": { + "Dice": 0.8829125503110136, + "FN": 1621, + "FP": 299, + "IoU": 0.7903701277432034, + "TN": 1743161, + "TP": 7239, + "n_pred": 7538, + "n_ref": 8860 + }, + "2": { + "Dice": 0.928319169507913, + "FN": 3285, + "FP": 3758, + "IoU": 0.8662272787707269, + "TN": 1699671, + "TP": 45606, + "n_pred": 49364, + "n_ref": 48891 + }, + "3": { + "Dice": 0.9360024203307785, + "FN": 2421, + "FP": 3925, + "IoU": 0.8797035239702008, + "TN": 1699567, + "TP": 46407, + "n_pred": 50332, + "n_ref": 48828 + }, + "4": { + "Dice": 0.3103448275862069, + "FN": 76, + "FP": 4, + "IoU": 0.1836734693877551, + "TN": 1752222, + "TP": 18, + "n_pred": 22, + "n_ref": 94 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9262716530992708, + "FN": 3717, + "FP": 7396, + "IoU": 0.8626685285648966, + "TN": 1671399, + "TP": 69808, + "n_pred": 77204, + "n_ref": 73525 + }, + "7": { + "Dice": 0.6089130585063484, + "FN": 87184, + "FP": 48592, + "IoU": 0.4377246600076198, + "TN": 1510844, + "TP": 105700, + "n_pred": 154292, + "n_ref": 192884 + }, + "8": { + "Dice": 0.9188413265118334, + "FN": 1068, + "FP": 1137, + "IoU": 0.8498672295227071, + "TN": 1737633, + "TP": 12482, + "n_pred": 13619, + "n_ref": 13550 + }, + "9": { + "Dice": 0.6905650319829424, + "FN": 1608, + "FP": 714, + "IoU": 0.5273763484632608, + "TN": 1747407, + "TP": 2591, + "n_pred": 3305, + "n_ref": 4199 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9043380190921174, + "FN": 3332, + "FP": 1418, + "IoU": 0.825380486728917, + "TN": 1900350, + "TP": 22452, + "n_pred": 23870, + "n_ref": 25784 + }, + "10": { + "Dice": 0.7762008733624454, + "FN": 1401, + "FP": 5569, + "IoU": 0.6342551293487957, + "TN": 1908495, + "TP": 12087, + "n_pred": 17656, + "n_ref": 13488 + }, + "11": { + "Dice": 0.48497672450275076, + "FN": 1165, + "FP": 52, + "IoU": 0.32011173184357544, + "TN": 1925762, + "TP": 573, + "n_pred": 625, + "n_ref": 1738 + }, + "12": { + "Dice": 0.6981285598047193, + "FN": 158, + "FP": 213, + "IoU": 0.53625, + "TN": 1926752, + "TP": 429, + "n_pred": 642, + "n_ref": 587 + }, + "13": { + "Dice": 0.2805979527187999, + "FN": 43934, + "FP": 11024, + "IoU": 0.1631950788720385, + "TN": 1861876, + "TP": 10718, + "n_pred": 21742, + "n_ref": 54652 + }, + "14": { + "Dice": 0.8849670423134169, + "FN": 4305, + "FP": 5433, + "IoU": 0.7936689549961862, + "TN": 1880356, + "TP": 37458, + "n_pred": 42891, + "n_ref": 41763 + }, + "15": { + "Dice": 0.6900065840322904, + "FN": 9413, + "FP": 1416, + "IoU": 0.5267252305406233, + "TN": 1904671, + "TP": 12052, + "n_pred": 13468, + "n_ref": 21465 + }, + "2": { + "Dice": 0.9226161180093654, + "FN": 1129, + "FP": 4374, + "IoU": 0.8563485433851937, + "TN": 1889244, + "TP": 32805, + "n_pred": 37179, + "n_ref": 33934 + }, + "3": { + "Dice": 0.9504468616707044, + "FN": 3805, + "FP": 5338, + "IoU": 0.9055728833164646, + "TN": 1830726, + "TP": 87683, + "n_pred": 93021, + "n_ref": 91488 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 10691, + "IoU": 0.0, + "TN": 1916861, + "TP": 0, + "n_pred": 10691, + "n_ref": 0 + }, + "5": { + "Dice": 0.6067415730337079, + "FN": 140, + "FP": 0, + "IoU": 0.43548387096774194, + "TN": 1927304, + "TP": 108, + "n_pred": 108, + "n_ref": 248 + }, + "6": { + "Dice": 0.7591861953307737, + "FN": 2793, + "FP": 24490, + "IoU": 0.611845381211854, + "TN": 1857263, + "TP": 43006, + "n_pred": 67496, + "n_ref": 45799 + }, + "7": { + "Dice": 0.7485084054923876, + "FN": 48381, + "FP": 6163, + "IoU": 0.5980930345655906, + "TN": 1791839, + "TP": 81169, + "n_pred": 87332, + "n_ref": 129550 + }, + "8": { + "Dice": 0.8369028006589786, + "FN": 57, + "FP": 42, + "IoU": 0.7195467422096318, + "TN": 1927199, + "TP": 254, + "n_pred": 296, + "n_ref": 311 + }, + "9": { + "Dice": 0.6050163576881135, + "FN": 8625, + "FP": 5863, + "IoU": 0.4337085678549093, + "TN": 1901968, + "TP": 11096, + "n_pred": 16959, + "n_ref": 19721 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.795609719173416, + "FN": 10678, + "FP": 2823, + "IoU": 0.6605912816129519, + "TN": 1712542, + "TP": 26277, + "n_pred": 29100, + "n_ref": 36955 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8012581006058304, + "FN": 2951, + "FP": 6464, + "IoU": 0.6684158625061632, + "TN": 1723926, + "TP": 18979, + "n_pred": 25443, + "n_ref": 21930 + }, + "14": { + "Dice": 0.0, + "FN": 66, + "FP": 4741, + "IoU": 0.0, + "TN": 1747513, + "TP": 0, + "n_pred": 4741, + "n_ref": 66 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 23229, + "IoU": 0.0, + "TN": 1729091, + "TP": 0, + "n_pred": 23229, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8868525896414342, + "FN": 518, + "FP": 50, + "IoU": 0.7967072297780959, + "TN": 1749526, + "TP": 2226, + "n_pred": 2276, + "n_ref": 2744 + }, + "4": { + "Dice": 0.7382053654024052, + "FN": 112, + "FP": 454, + "IoU": 0.5850439882697948, + "TN": 1750956, + "TP": 798, + "n_pred": 1252, + "n_ref": 910 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9073087296888362, + "FN": 1507, + "FP": 1311, + "IoU": 0.8303431667670078, + "TN": 1735710, + "TP": 13792, + "n_pred": 15103, + "n_ref": 15299 + }, + "7": { + "Dice": 0.7774683697560385, + "FN": 8710, + "FP": 5994, + "IoU": 0.6359494924486259, + "TN": 1711930, + "TP": 25686, + "n_pred": 31680, + "n_ref": 34396 + }, + "8": { + "Dice": 0.7628865979381443, + "FN": 71, + "FP": 44, + "IoU": 0.6166666666666667, + "TN": 1752020, + "TP": 185, + "n_pred": 229, + "n_ref": 256 + }, + "9": { + "Dice": 0.9075047157100512, + "FN": 748, + "FP": 1998, + "IoU": 0.8306715175433187, + "TN": 1736103, + "TP": 13471, + "n_pred": 15469, + "n_ref": 14219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8421940928270042, + "FN": 2361, + "FP": 4184, + "IoU": 0.7274052478134111, + "TN": 1377846, + "TP": 17465, + "n_pred": 21649, + "n_ref": 19826 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.18181818181818182, + "FN": 36, + "FP": 0, + "IoU": 0.1, + "TN": 1401816, + "TP": 4, + "n_pred": 4, + "n_ref": 40 + }, + "13": { + "Dice": 0.820657655840226, + "FN": 1244, + "FP": 1423, + "IoU": 0.6958604173794047, + "TN": 1393087, + "TP": 6102, + "n_pred": 7525, + "n_ref": 7346 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9158524352639595, + "FN": 1021, + "FP": 1244, + "IoU": 0.8447673223219793, + "TN": 1387265, + "TP": 12326, + "n_pred": 13570, + "n_ref": 13347 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9774894232458808, + "FN": 3932, + "FP": 4395, + "IoU": 0.9559699874683404, + "TN": 1212735, + "TP": 180794, + "n_pred": 185189, + "n_ref": 184726 + }, + "7": { + "Dice": 0.917531950843345, + "FN": 5836, + "FP": 2559, + "IoU": 0.8476295919848991, + "TN": 1346760, + "TP": 46701, + "n_pred": 49260, + "n_ref": 52537 + }, + "8": { + "Dice": 0.9234786893323479, + "FN": 1104, + "FP": 449, + "IoU": 0.8578359575247162, + "TN": 1390932, + "TP": 9371, + "n_pred": 9820, + "n_ref": 10475 + }, + "9": { + "Dice": 0.8952453116120478, + "FN": 261, + "FP": 845, + "IoU": 0.8103566529492455, + "TN": 1396024, + "TP": 4726, + "n_pred": 5571, + "n_ref": 4987 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.839040656662819, + "FN": 8104, + "FP": 1936, + "IoU": 0.7227132125497128, + "TN": 1015184, + "TP": 26168, + "n_pred": 28104, + "n_ref": 34272 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5970744680851063, + "FN": 959, + "FP": 253, + "IoU": 0.4255924170616114, + "TN": 1049282, + "TP": 898, + "n_pred": 1151, + "n_ref": 1857 + }, + "13": { + "Dice": 0.17972350230414746, + "FN": 687, + "FP": 25, + "IoU": 0.09873417721518987, + "TN": 1050602, + "TP": 78, + "n_pred": 103, + "n_ref": 765 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.6495726495726496, + "FN": 0, + "FP": 41, + "IoU": 0.4810126582278481, + "TN": 1051313, + "TP": 38, + "n_pred": 79, + "n_ref": 38 + }, + "4": { + "Dice": 0.8665794953750787, + "FN": 748, + "FP": 2007, + "IoU": 0.7645701589471885, + "TN": 1039690, + "TP": 8947, + "n_pred": 10954, + "n_ref": 9695 + }, + "5": { + "Dice": 0.48255470136014195, + "FN": 99, + "FP": 776, + "IoU": 0.3180046765393609, + "TN": 1050109, + "TP": 408, + "n_pred": 1184, + "n_ref": 507 + }, + "6": { + "Dice": 0.9336881035850078, + "FN": 3890, + "FP": 5057, + "IoU": 0.8756238270661013, + "TN": 979457, + "TP": 62988, + "n_pred": 68045, + "n_ref": 66878 + }, + "7": { + "Dice": 0.834087406155223, + "FN": 1725, + "FP": 1612, + "IoU": 0.7153944562899787, + "TN": 1039667, + "TP": 8388, + "n_pred": 10000, + "n_ref": 10113 + }, + "8": { + "Dice": 0.9321404047340146, + "FN": 1567, + "FP": 1793, + "IoU": 0.8729053977380187, + "TN": 1024955, + "TP": 23077, + "n_pred": 24870, + "n_ref": 24644 + }, + "9": { + "Dice": 0.0, + "FN": 144, + "FP": 0, + "IoU": 0.0, + "TN": 1051248, + "TP": 0, + "n_pred": 0, + "n_ref": 144 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9063930790282624, + "FN": 6332, + "FP": 885, + "IoU": 0.8288106646425353, + "TN": 2060626, + "TP": 34941, + "n_pred": 35826, + "n_ref": 41273 + }, + "11": { + "Dice": 0.4, + "FN": 6, + "FP": 0, + "IoU": 0.25, + "TN": 2102776, + "TP": 2, + "n_pred": 2, + "n_ref": 8 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8979639370353836, + "FN": 1799, + "FP": 3458, + "IoU": 0.8148226425728275, + "TN": 2074395, + "TP": 23132, + "n_pred": 26590, + "n_ref": 24931 + }, + "14": { + "Dice": 0.9727869539643154, + "FN": 1253, + "FP": 6797, + "IoU": 0.94701577021299, + "TN": 1950852, + "TP": 143882, + "n_pred": 150679, + "n_ref": 145135 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9729769673268002, + "FN": 2690, + "FP": 2064, + "IoU": 0.9473759948637909, + "TN": 2012445, + "TP": 85585, + "n_pred": 87649, + "n_ref": 88275 + }, + "3": { + "Dice": 0.9685284739921373, + "FN": 2945, + "FP": 3155, + "IoU": 0.9389774216460091, + "TN": 2002821, + "TP": 93863, + "n_pred": 97018, + "n_ref": 96808 + }, + "4": { + "Dice": 0.7397260273972602, + "FN": 14, + "FP": 5, + "IoU": 0.5869565217391305, + "TN": 2102738, + "TP": 27, + "n_pred": 32, + "n_ref": 41 + }, + "5": { + "Dice": 0.8791208791208791, + "FN": 7, + "FP": 48, + "IoU": 0.7843137254901961, + "TN": 2102529, + "TP": 200, + "n_pred": 248, + "n_ref": 207 + }, + "6": { + "Dice": 0.9867561415437373, + "FN": 3174, + "FP": 3098, + "IoU": 0.9738584974471189, + "TN": 1862859, + "TP": 233653, + "n_pred": 236751, + "n_ref": 236827 + }, + "7": { + "Dice": 0.9911522405356441, + "FN": 3299, + "FP": 1404, + "IoU": 0.9824596736596737, + "TN": 1834659, + "TP": 263422, + "n_pred": 264826, + "n_ref": 266721 + }, + "8": { + "Dice": 0.928442882852001, + "FN": 1512, + "FP": 158, + "IoU": 0.8664427383237364, + "TN": 2090280, + "TP": 10834, + "n_pred": 10992, + "n_ref": 12346 + }, + "9": { + "Dice": 0.9448031866201538, + "FN": 2816, + "FP": 1646, + "IoU": 0.8953810082063306, + "TN": 2060134, + "TP": 38188, + "n_pred": 39834, + "n_ref": 41004 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9802433786685755, + "FN": 197, + "FP": 79, + "IoU": 0.9612522813421311, + "TN": 5425069, + "TP": 6847, + "n_pred": 6926, + "n_ref": 7044 + }, + "10": { + "Dice": 0.9348452748932032, + "FN": 2244, + "FP": 1508, + "IoU": 0.8776614822785223, + "TN": 5401523, + "TP": 26917, + "n_pred": 28425, + "n_ref": 29161 + }, + "11": { + "Dice": 0.7853589196872779, + "FN": 566, + "FP": 38, + "IoU": 0.6465769455822118, + "TN": 5430483, + "TP": 1105, + "n_pred": 1143, + "n_ref": 1671 + }, + "12": { + "Dice": 0.8318936877076412, + "FN": 498, + "FP": 261, + "IoU": 0.7121729237770194, + "TN": 5429555, + "TP": 1878, + "n_pred": 2139, + "n_ref": 2376 + }, + "13": { + "Dice": 0.8709317166560306, + "FN": 7000, + "FP": 2708, + "IoU": 0.7713720503038011, + "TN": 5389730, + "TP": 32754, + "n_pred": 35462, + "n_ref": 39754 + }, + "14": { + "Dice": 0.12542497052392998, + "FN": 4864, + "FP": 147940, + "IoU": 0.06690848248361943, + "TN": 5268431, + "TP": 10957, + "n_pred": 158897, + "n_ref": 15821 + }, + "15": { + "Dice": 0.8541380349386699, + "FN": 1216, + "FP": 18631, + "IoU": 0.7454109316674578, + "TN": 5354235, + "TP": 58110, + "n_pred": 76741, + "n_ref": 59326 + }, + "2": { + "Dice": 0.9814469829705603, + "FN": 1641, + "FP": 1038, + "IoU": 0.9635698550409312, + "TN": 5358654, + "TP": 70859, + "n_pred": 71897, + "n_ref": 72500 + }, + "3": { + "Dice": 0.968845754264147, + "FN": 1977, + "FP": 392, + "IoU": 0.9395740339242443, + "TN": 5392987, + "TP": 36836, + "n_pred": 37228, + "n_ref": 38813 + }, + "4": { + "Dice": 0.925020181395128, + "FN": 881, + "FP": 698, + "IoU": 0.8605000441735136, + "TN": 5420873, + "TP": 9740, + "n_pred": 10438, + "n_ref": 10621 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5432192, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9631263660649235, + "FN": 4610, + "FP": 856, + "IoU": 0.9288753562087676, + "TN": 5355341, + "TP": 71385, + "n_pred": 72241, + "n_ref": 75995 + }, + "7": { + "Dice": 0.9207993128641354, + "FN": 11501, + "FP": 26766, + "IoU": 0.8532234308596327, + "TN": 5171476, + "TP": 222449, + "n_pred": 249215, + "n_ref": 233950 + }, + "8": { + "Dice": 0.973295242826978, + "FN": 248, + "FP": 397, + "IoU": 0.9479796757803048, + "TN": 5419793, + "TP": 11754, + "n_pred": 12151, + "n_ref": 12002 + }, + "9": { + "Dice": 0.8945301721393246, + "FN": 313, + "FP": 4656, + "IoU": 0.8091855151491878, + "TN": 5406151, + "TP": 21072, + "n_pred": 25728, + "n_ref": 21385 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9843079085018347, + "FN": 3967, + "FP": 1259, + "IoU": 0.9691006917755572, + "TN": 2459350, + "TP": 163904, + "n_pred": 165163, + "n_ref": 167871 + }, + "10": { + "Dice": 0.9267059814658803, + "FN": 40, + "FP": 308, + "IoU": 0.8634222919937206, + "TN": 2625932, + "TP": 2200, + "n_pred": 2508, + "n_ref": 2240 + }, + "11": { + "Dice": 0.8655621301775148, + "FN": 493, + "FP": 643, + "IoU": 0.7629876903818068, + "TN": 2623687, + "TP": 3657, + "n_pred": 4300, + "n_ref": 4150 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.998097381101045, + "FN": 488, + "FP": 158, + "IoU": 0.9962019883707941, + "TN": 2458391, + "TP": 169443, + "n_pred": 169601, + "n_ref": 169931 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9716505091898835, + "FN": 217, + "FP": 710, + "IoU": 0.9448640932611669, + "TN": 2611667, + "TP": 15886, + "n_pred": 16596, + "n_ref": 16103 + }, + "3": { + "Dice": 0.9679025737106794, + "FN": 588, + "FP": 714, + "IoU": 0.9378015573496393, + "TN": 2607547, + "TP": 19631, + "n_pred": 20345, + "n_ref": 20219 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 547, + "IoU": 0.0, + "TN": 2627933, + "TP": 0, + "n_pred": 547, + "n_ref": 0 + }, + "6": { + "Dice": 0.9695900525683068, + "FN": 2327, + "FP": 1948, + "IoU": 0.9409750507407458, + "TN": 2556053, + "TP": 68152, + "n_pred": 70100, + "n_ref": 70479 + }, + "7": { + "Dice": 0.896148080125244, + "FN": 3241, + "FP": 15532, + "IoU": 0.8118372256189236, + "TN": 2528710, + "TP": 80997, + "n_pred": 96529, + "n_ref": 84238 + }, + "8": { + "Dice": 0.8331809737253398, + "FN": 516, + "FP": 5141, + "IoU": 0.7140618681763041, + "TN": 2608696, + "TP": 14127, + "n_pred": 19268, + "n_ref": 14643 + }, + "9": { + "Dice": 0.9598470363288719, + "FN": 672, + "FP": 609, + "IoU": 0.9227941176470589, + "TN": 2611888, + "TP": 15311, + "n_pred": 15920, + "n_ref": 15983 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.954179787919567, + "FN": 2416, + "FP": 17707, + "IoU": 0.912374590677907, + "TN": 3625456, + "TP": 209525, + "n_pred": 227232, + "n_ref": 211941 + }, + "10": { + "Dice": 0.9145645141331825, + "FN": 2471, + "FP": 2362, + "IoU": 0.8425784176411192, + "TN": 3824403, + "TP": 25868, + "n_pred": 28230, + "n_ref": 28339 + }, + "11": { + "Dice": 0.8375425398531255, + "FN": 505, + "FP": 402, + "IoU": 0.7204930662557781, + "TN": 3851859, + "TP": 2338, + "n_pred": 2740, + "n_ref": 2843 + }, + "12": { + "Dice": 0.33901054339010545, + "FN": 775, + "FP": 40, + "IoU": 0.2041015625, + "TN": 3854080, + "TP": 209, + "n_pred": 249, + "n_ref": 984 + }, + "13": { + "Dice": 0.8875703341325389, + "FN": 4308, + "FP": 9619, + "IoU": 0.797866473149492, + "TN": 3786204, + "TP": 54973, + "n_pred": 64592, + "n_ref": 59281 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 878, + "IoU": 0.0, + "TN": 3854226, + "TP": 0, + "n_pred": 878, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.98329966537649, + "FN": 1151, + "FP": 1015, + "IoU": 0.9671479706364132, + "TN": 3789172, + "TP": 63766, + "n_pred": 64781, + "n_ref": 64917 + }, + "3": { + "Dice": 0.9553904667116909, + "FN": 172, + "FP": 1083, + "IoU": 0.9145909895195318, + "TN": 3840410, + "TP": 13439, + "n_pred": 14522, + "n_ref": 13611 + }, + "4": { + "Dice": 0.8917383395836608, + "FN": 7439, + "FP": 2203, + "IoU": 0.8046279786026909, + "TN": 3805752, + "TP": 39710, + "n_pred": 41913, + "n_ref": 47149 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9438516979359182, + "FN": 30864, + "FP": 7021, + "IoU": 0.8936734510591959, + "TN": 3498796, + "TP": 318423, + "n_pred": 325444, + "n_ref": 349287 + }, + "7": { + "Dice": 0.8253173112283945, + "FN": 5067, + "FP": 30083, + "IoU": 0.7025874469057248, + "TN": 3736918, + "TP": 83036, + "n_pred": 113119, + "n_ref": 88103 + }, + "8": { + "Dice": 0.9215366494518438, + "FN": 881, + "FP": 851, + "IoU": 0.8544904645887591, + "TN": 3843201, + "TP": 10171, + "n_pred": 11022, + "n_ref": 11052 + }, + "9": { + "Dice": 0.9647882893274332, + "FN": 847, + "FP": 2511, + "IoU": 0.9319719622381589, + "TN": 3805742, + "TP": 46004, + "n_pred": 48515, + "n_ref": 46851 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8770279167117042, + "FN": 45096, + "FP": 4962, + "IoU": 0.780988173938914, + "TN": 7131181, + "TP": 178505, + "n_pred": 183467, + "n_ref": 223601 + }, + "10": { + "Dice": 0.7854719769659007, + "FN": 18236, + "FP": 9779, + "IoU": 0.6467302211797937, + "TN": 7280442, + "TP": 51287, + "n_pred": 61066, + "n_ref": 69523 + }, + "11": { + "Dice": 0.28898854010961633, + "FN": 1431, + "FP": 1423, + "IoU": 0.168899242865463, + "TN": 7356310, + "TP": 580, + "n_pred": 2003, + "n_ref": 2011 + }, + "12": { + "Dice": 0.3262497470147743, + "FN": 1315, + "FP": 2014, + "IoU": 0.19492140266021765, + "TN": 7355609, + "TP": 806, + "n_pred": 2820, + "n_ref": 2121 + }, + "13": { + "Dice": 0.6316485269815943, + "FN": 13631, + "FP": 18690, + "IoU": 0.46161277963786584, + "TN": 7299711, + "TP": 27712, + "n_pred": 46402, + "n_ref": 41343 + }, + "14": { + "Dice": 0.9005312065978437, + "FN": 4320, + "FP": 2627, + "IoU": 0.8190602698338282, + "TN": 7321350, + "TP": 31447, + "n_pred": 34074, + "n_ref": 35767 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 7359736, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "2": { + "Dice": 0.9609034691746494, + "FN": 6485, + "FP": 10326, + "IoU": 0.9247489917143765, + "TN": 7136345, + "TP": 206588, + "n_pred": 216914, + "n_ref": 213073 + }, + "3": { + "Dice": 0.9359694621637731, + "FN": 2539, + "FP": 7559, + "IoU": 0.8796453004695954, + "TN": 7275842, + "TP": 73804, + "n_pred": 81363, + "n_ref": 76343 + }, + "4": { + "Dice": 0.8231939895973801, + "FN": 1891, + "FP": 2698, + "IoU": 0.6995154531168151, + "TN": 7344472, + "TP": 10683, + "n_pred": 13381, + "n_ref": 12574 + }, + "5": { + "Dice": 0.849312028406569, + "FN": 2301, + "FP": 415, + "IoU": 0.7380906460945034, + "TN": 7349374, + "TP": 7654, + "n_pred": 8069, + "n_ref": 9955 + }, + "6": { + "Dice": 0.8380576715339253, + "FN": 746090, + "FP": 94477, + "IoU": 0.721255823979042, + "TN": 4344194, + "TP": 2174983, + "n_pred": 2269460, + "n_ref": 2921073 + }, + "7": { + "Dice": 0.6836403811628228, + "FN": 97481, + "FP": 17057, + "IoU": 0.5193416535875851, + "TN": 7121450, + "TP": 123756, + "n_pred": 140813, + "n_ref": 221237 + }, + "8": { + "Dice": 0.9586102459314513, + "FN": 1851, + "FP": 4408, + "IoU": 0.9205105410210821, + "TN": 7281004, + "TP": 72481, + "n_pred": 76889, + "n_ref": 74332 + }, + "9": { + "Dice": 0.6838471263250024, + "FN": 10771, + "FP": 21739, + "IoU": 0.5195803162405793, + "TN": 7292074, + "TP": 35160, + "n_pred": 56899, + "n_ref": 45931 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9583764047607758, + "FN": 2014, + "FP": 2375, + "IoU": 0.9200793925378298, + "TN": 2047867, + "TP": 50528, + "n_pred": 52903, + "n_ref": 52542 + }, + "10": { + "Dice": 0.4928047131543365, + "FN": 33175, + "FP": 8837, + "IoU": 0.3269680561340553, + "TN": 2040362, + "TP": 20410, + "n_pred": 29247, + "n_ref": 53585 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8314606741573034, + "FN": 38, + "FP": 172, + "IoU": 0.7115384615384616, + "TN": 2102056, + "TP": 518, + "n_pred": 690, + "n_ref": 556 + }, + "13": { + "Dice": 0.8191461586810423, + "FN": 12832, + "FP": 5871, + "IoU": 0.6936897099526688, + "TN": 2041725, + "TP": 42356, + "n_pred": 48227, + "n_ref": 55188 + }, + "14": { + "Dice": 0.5500927643784786, + "FN": 1009, + "FP": 13541, + "IoU": 0.37939859245041585, + "TN": 2079339, + "TP": 8895, + "n_pred": 22436, + "n_ref": 9904 + }, + "15": { + "Dice": 0.813560410795012, + "FN": 16522, + "FP": 6697, + "IoU": 0.6857158326452714, + "TN": 2028905, + "TP": 50660, + "n_pred": 57357, + "n_ref": 67182 + }, + "2": { + "Dice": 0.407977207977208, + "FN": 961, + "FP": 78, + "IoU": 0.25626342161775234, + "TN": 2101387, + "TP": 358, + "n_pred": 436, + "n_ref": 1319 + }, + "3": { + "Dice": 0.9449475048493863, + "FN": 1005, + "FP": 5324, + "IoU": 0.8956402730600534, + "TN": 2042138, + "TP": 54317, + "n_pred": 59641, + "n_ref": 55322 + }, + "4": { + "Dice": 0.15042550641256142, + "FN": 567, + "FP": 13609, + "IoU": 0.0813297906810965, + "TN": 2087353, + "TP": 1255, + "n_pred": 14864, + "n_ref": 1822 + }, + "5": { + "Dice": 0.8571148761139947, + "FN": 221, + "FP": 1238, + "IoU": 0.7499571550985433, + "TN": 2096949, + "TP": 4376, + "n_pred": 5614, + "n_ref": 4597 + }, + "6": { + "Dice": 0.8605149921453452, + "FN": 4289, + "FP": 5922, + "IoU": 0.7551788625683322, + "TN": 2061076, + "TP": 31497, + "n_pred": 37419, + "n_ref": 35786 + }, + "7": { + "Dice": 0.9160481684091728, + "FN": 78951, + "FP": 6743, + "IoU": 0.845100438701934, + "TN": 1549561, + "TP": 467529, + "n_pred": 474272, + "n_ref": 546480 + }, + "8": { + "Dice": 0.9498810982200764, + "FN": 1013, + "FP": 1769, + "IoU": 0.9045462343455138, + "TN": 2073639, + "TP": 26363, + "n_pred": 28132, + "n_ref": 27376 + }, + "9": { + "Dice": 0.8967843768376095, + "FN": 2557, + "FP": 778, + "IoU": 0.8128822308253381, + "TN": 2084961, + "TP": 14488, + "n_pred": 15266, + "n_ref": 17045 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9609467455621302, + "FN": 200, + "FP": 328, + "IoU": 0.9248291571753986, + "TN": 1570064, + "TP": 6496, + "n_pred": 6824, + "n_ref": 6696 + }, + "10": { + "Dice": 0.8499787505312367, + "FN": 1108, + "FP": 657, + "IoU": 0.7390983000739099, + "TN": 1570323, + "TP": 5000, + "n_pred": 5657, + "n_ref": 6108 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7295825771324864, + "FN": 120, + "FP": 29, + "IoU": 0.5742857142857143, + "TN": 1576738, + "TP": 201, + "n_pred": 230, + "n_ref": 321 + }, + "13": { + "Dice": 0.784920274437618, + "FN": 7905, + "FP": 1092, + "IoU": 0.645982529314551, + "TN": 1551674, + "TP": 16417, + "n_pred": 17509, + "n_ref": 24322 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9654192261176744, + "FN": 2687, + "FP": 2374, + "IoU": 0.9331501710541957, + "TN": 1501381, + "TP": 70646, + "n_pred": 73020, + "n_ref": 73333 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.869193078211251, + "FN": 1158, + "FP": 951, + "IoU": 0.7686485300570426, + "TN": 1567972, + "TP": 7007, + "n_pred": 7958, + "n_ref": 8165 + }, + "6": { + "Dice": 0.9414862227064325, + "FN": 542, + "FP": 747, + "IoU": 0.8894416330731624, + "TN": 1565429, + "TP": 10370, + "n_pred": 11117, + "n_ref": 10912 + }, + "7": { + "Dice": 0.9505714474466539, + "FN": 1362, + "FP": 2379, + "IoU": 0.9057991086042354, + "TN": 1537375, + "TP": 35972, + "n_pred": 38351, + "n_ref": 37334 + }, + "8": { + "Dice": 0.9524137041654129, + "FN": 3535, + "FP": 10856, + "IoU": 0.9091505949938449, + "TN": 1418683, + "TP": 144014, + "n_pred": 154870, + "n_ref": 147549 + }, + "9": { + "Dice": 0.8932714617169374, + "FN": 122, + "FP": 62, + "IoU": 0.8071278825995807, + "TN": 1576134, + "TP": 770, + "n_pred": 832, + "n_ref": 892 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8704213737940134, + "FN": 5684, + "FP": 2173, + "IoU": 0.7705717456053262, + "TN": 1367610, + "TP": 26389, + "n_pred": 28562, + "n_ref": 32073 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.797805490165561, + "FN": 6043, + "FP": 4350, + "IoU": 0.6636243000938602, + "TN": 1370959, + "TP": 20504, + "n_pred": 24854, + "n_ref": 26547 + }, + "14": { + "Dice": 0.9320096842060749, + "FN": 6186, + "FP": 245, + "IoU": 0.8726761567245441, + "TN": 1351347, + "TP": 44078, + "n_pred": 44323, + "n_ref": 50264 + }, + "15": { + "Dice": 0.9107761810180317, + "FN": 1268, + "FP": 1023, + "IoU": 0.8361699084668193, + "TN": 1387872, + "TP": 11693, + "n_pred": 12716, + "n_ref": 12961 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7582707299787385, + "FN": 1148, + "FP": 7379, + "IoU": 0.6106570476233962, + "TN": 1379955, + "TP": 13374, + "n_pred": 20753, + "n_ref": 14522 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8930696178606945, + "FN": 11303, + "FP": 7084, + "IoU": 0.8067983608279921, + "TN": 1306686, + "TP": 76783, + "n_pred": 83867, + "n_ref": 88086 + }, + "7": { + "Dice": 0.9329746796640304, + "FN": 3474, + "FP": 5272, + "IoU": 0.8743697660054297, + "TN": 1332239, + "TP": 60871, + "n_pred": 66143, + "n_ref": 64345 + }, + "8": { + "Dice": 0.0, + "FN": 2, + "FP": 1, + "IoU": 0.0, + "TN": 1401853, + "TP": 0, + "n_pred": 1, + "n_ref": 2 + }, + "9": { + "Dice": 0.8779468815279021, + "FN": 135, + "FP": 274, + "IoU": 0.7824468085106383, + "TN": 1399976, + "TP": 1471, + "n_pred": 1745, + "n_ref": 1606 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9669970368856646, + "FN": 200, + "FP": 123, + "IoU": 0.9361028684470821, + "TN": 1046337, + "TP": 4732, + "n_pred": 4855, + "n_ref": 4932 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9147057866831474, + "FN": 475, + "FP": 12636, + "IoU": 0.8428182657379545, + "TN": 967979, + "TP": 70302, + "n_pred": 82938, + "n_ref": 70777 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9471551910633862, + "FN": 1888, + "FP": 799, + "IoU": 0.899615197818209, + "TN": 4003569, + "TP": 24080, + "n_pred": 24879, + "n_ref": 25968 + }, + "10": { + "Dice": 0.6456259821896281, + "FN": 3734, + "FP": 1678, + "IoU": 0.47669696383678206, + "TN": 4019994, + "TP": 4930, + "n_pred": 6608, + "n_ref": 8664 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6713595468177275, + "FN": 8134, + "FP": 15536, + "IoU": 0.505298137814283, + "TN": 3982489, + "TP": 24177, + "n_pred": 39713, + "n_ref": 32311 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 98, + "IoU": 0.0, + "TN": 4030238, + "TP": 0, + "n_pred": 98, + "n_ref": 0 + }, + "15": { + "Dice": 0.8720894607843137, + "FN": 27, + "FP": 3313, + "IoU": 0.7731902757028385, + "TN": 4015610, + "TP": 11386, + "n_pred": 14699, + "n_ref": 11413 + }, + "2": { + "Dice": 0.8465277777777778, + "FN": 357, + "FP": 85, + "IoU": 0.7338952438290187, + "TN": 4028675, + "TP": 1219, + "n_pred": 1304, + "n_ref": 1576 + }, + "3": { + "Dice": 0.0, + "FN": 127, + "FP": 0, + "IoU": 0.0, + "TN": 4030209, + "TP": 0, + "n_pred": 0, + "n_ref": 127 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2375, + "IoU": 0.0, + "TN": 4027961, + "TP": 0, + "n_pred": 2375, + "n_ref": 0 + }, + "5": { + "Dice": 0.6767686157850702, + "FN": 6375, + "FP": 579, + "IoU": 0.5114514542644373, + "TN": 4016102, + "TP": 7280, + "n_pred": 7859, + "n_ref": 13655 + }, + "6": { + "Dice": 0.9671274862131857, + "FN": 7795, + "FP": 4389, + "IoU": 0.9363473936075731, + "TN": 3838922, + "TP": 179230, + "n_pred": 183619, + "n_ref": 187025 + }, + "7": { + "Dice": 0.9341395071637645, + "FN": 9711, + "FP": 3992, + "IoU": 0.8764181742753557, + "TN": 3919454, + "TP": 97179, + "n_pred": 101171, + "n_ref": 106890 + }, + "8": { + "Dice": 0.5122264892381888, + "FN": 99255, + "FP": 9977, + "IoU": 0.3442906366681474, + "TN": 3863750, + "TP": 57354, + "n_pred": 67331, + "n_ref": 156609 + }, + "9": { + "Dice": 0.9189686247103395, + "FN": 2108, + "FP": 4501, + "IoU": 0.8500850629465805, + "TN": 3986251, + "TP": 37476, + "n_pred": 41977, + "n_ref": 39584 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.848054190463541, + "FN": 3886, + "FP": 690, + "IoU": 0.7361927821976249, + "TN": 1734974, + "TP": 12770, + "n_pred": 13460, + "n_ref": 16656 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8572160431412201, + "FN": 6532, + "FP": 4059, + "IoU": 0.750112073236911, + "TN": 1709937, + "TP": 31792, + "n_pred": 35851, + "n_ref": 38324 + }, + "14": { + "Dice": 0.8744827586206897, + "FN": 5626, + "FP": 1290, + "IoU": 0.7769607843137255, + "TN": 1721312, + "TP": 24092, + "n_pred": 25382, + "n_ref": 29718 + }, + "15": { + "Dice": 0.7158614650013553, + "FN": 495, + "FP": 13132, + "IoU": 0.5574643587828403, + "TN": 1721527, + "TP": 17166, + "n_pred": 30298, + "n_ref": 17661 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7787610619469026, + "FN": 4, + "FP": 21, + "IoU": 0.6376811594202898, + "TN": 1752251, + "TP": 44, + "n_pred": 65, + "n_ref": 48 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.876358556778304, + "FN": 489, + "FP": 3140, + "IoU": 0.7799272286234081, + "TN": 1735830, + "TP": 12861, + "n_pred": 16001, + "n_ref": 13350 + }, + "7": { + "Dice": 0.9226164256882247, + "FN": 81022, + "FP": 9101, + "IoU": 0.8563490735206216, + "TN": 1124945, + "TP": 537252, + "n_pred": 546353, + "n_ref": 618274 + }, + "8": { + "Dice": 0.9578983482821154, + "FN": 401, + "FP": 458, + "IoU": 0.9191985702191704, + "TN": 1741689, + "TP": 9772, + "n_pred": 10230, + "n_ref": 10173 + }, + "9": { + "Dice": 0.9678434457665454, + "FN": 855, + "FP": 453, + "IoU": 0.9376905487804879, + "TN": 1731328, + "TP": 19684, + "n_pred": 20137, + "n_ref": 20539 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9646739130434783, + "FN": 64, + "FP": 118, + "IoU": 0.931758530183727, + "TN": 873493, + "TP": 2485, + "n_pred": 2603, + "n_ref": 2549 + }, + "10": { + "Dice": 0.8943519526995488, + "FN": 304, + "FP": 375, + "IoU": 0.8088938924852238, + "TN": 872607, + "TP": 2874, + "n_pred": 3249, + "n_ref": 3178 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9586197690716145, + "FN": 3525, + "FP": 1435, + "IoU": 0.9205281035698263, + "TN": 813748, + "TP": 57452, + "n_pred": 58887, + "n_ref": 60977 + }, + "15": { + "Dice": 0.18612521150592218, + "FN": 164, + "FP": 317, + "IoU": 0.10261194029850747, + "TN": 875624, + "TP": 55, + "n_pred": 372, + "n_ref": 219 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9735057797425252, + "FN": 476, + "FP": 411, + "IoU": 0.9483792120118723, + "TN": 858977, + "TP": 16296, + "n_pred": 16707, + "n_ref": 16772 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.896551724137931, + "FN": 1, + "FP": 5, + "IoU": 0.8125, + "TN": 876128, + "TP": 26, + "n_pred": 31, + "n_ref": 27 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8919752510648882, + "FN": 31710, + "FP": 3034, + "IoU": 0.8050138337813645, + "TN": 5254005, + "TP": 143443, + "n_pred": 146477, + "n_ref": 175153 + }, + "10": { + "Dice": 0.31350582377522895, + "FN": 43927, + "FP": 10120, + "IoU": 0.18589202867988192, + "TN": 5365804, + "TP": 12341, + "n_pred": 22461, + "n_ref": 56268 + }, + "11": { + "Dice": 0.0, + "FN": 27, + "FP": 0, + "IoU": 0.0, + "TN": 5432165, + "TP": 0, + "n_pred": 0, + "n_ref": 27 + }, + "12": { + "Dice": 0.024493641073951956, + "FN": 41, + "FP": 2030, + "IoU": 0.01239866475917978, + "TN": 5430095, + "TP": 26, + "n_pred": 2056, + "n_ref": 67 + }, + "13": { + "Dice": 0.43215468042325894, + "FN": 17518, + "FP": 10441, + "IoU": 0.27563604331830666, + "TN": 5393594, + "TP": 10639, + "n_pred": 21080, + "n_ref": 28157 + }, + "14": { + "Dice": 0.0009151861210035215, + "FN": 30962, + "FP": 19255, + "IoU": 0.00045780254777070064, + "TN": 5381952, + "TP": 23, + "n_pred": 19278, + "n_ref": 30985 + }, + "15": { + "Dice": 0.0, + "FN": 9696, + "FP": 3833, + "IoU": 0.0, + "TN": 5418663, + "TP": 0, + "n_pred": 3833, + "n_ref": 9696 + }, + "2": { + "Dice": 0.7975876623820126, + "FN": 43018, + "FP": 16254, + "IoU": 0.6633229196251065, + "TN": 5256142, + "TP": 116778, + "n_pred": 133032, + "n_ref": 159796 + }, + "3": { + "Dice": 0.3985477637034705, + "FN": 15093, + "FP": 164485, + "IoU": 0.24886646923990696, + "TN": 5193116, + "TP": 59498, + "n_pred": 223983, + "n_ref": 74591 + }, + "4": { + "Dice": 0.1891307796018717, + "FN": 81794, + "FP": 0, + "IoU": 0.10444198701455115, + "TN": 5340859, + "TP": 9539, + "n_pred": 9539, + "n_ref": 91333 + }, + "5": { + "Dice": 0.8094004796163069, + "FN": 1569, + "FP": 418, + "IoU": 0.6798259748630358, + "TN": 5425986, + "TP": 4219, + "n_pred": 4637, + "n_ref": 5788 + }, + "6": { + "Dice": 0.7535687318096878, + "FN": 329322, + "FP": 13681, + "IoU": 0.604581055563369, + "TN": 4564750, + "TP": 524439, + "n_pred": 538120, + "n_ref": 853761 + }, + "7": { + "Dice": 0.21689721756196384, + "FN": 94374, + "FP": 4582, + "IoU": 0.12164033374755903, + "TN": 5319532, + "TP": 13704, + "n_pred": 18286, + "n_ref": 108078 + }, + "8": { + "Dice": 0.9770295368761608, + "FN": 923, + "FP": 994, + "IoU": 0.9550906620437615, + "TN": 5389506, + "TP": 40769, + "n_pred": 41763, + "n_ref": 41692 + }, + "9": { + "Dice": 0.7312881079264487, + "FN": 3546, + "FP": 2051, + "IoU": 0.5764020283054567, + "TN": 5418979, + "TP": 7616, + "n_pred": 9667, + "n_ref": 11162 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.917796938577795, + "FN": 1008, + "FP": 2386, + "IoU": 0.8480820017009086, + "TN": 1204283, + "TP": 18947, + "n_pred": 21333, + "n_ref": 19955 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8317148125384143, + "FN": 747, + "FP": 622, + "IoU": 0.7119107744107744, + "TN": 1221872, + "TP": 3383, + "n_pred": 4005, + "n_ref": 4130 + }, + "13": { + "Dice": 0.7330316742081447, + "FN": 381, + "FP": 445, + "IoU": 0.5785714285714286, + "TN": 1224664, + "TP": 1134, + "n_pred": 1579, + "n_ref": 1515 + }, + "14": { + "Dice": 0.9674097407317664, + "FN": 340, + "FP": 1812, + "IoU": 0.9368766866126951, + "TN": 1192532, + "TP": 31940, + "n_pred": 33752, + "n_ref": 32280 + }, + "15": { + "Dice": 0.9277570363666076, + "FN": 4694, + "FP": 1053, + "IoU": 0.8652488921193932, + "TN": 1183975, + "TP": 36902, + "n_pred": 37955, + "n_ref": 41596 + }, + "2": { + "Dice": 0.9606938549547888, + "FN": 98, + "FP": 115, + "IoU": 0.9243607954545454, + "TN": 1223808, + "TP": 2603, + "n_pred": 2718, + "n_ref": 2701 + }, + "3": { + "Dice": 0.9195795006570302, + "FN": 504, + "FP": 108, + "IoU": 0.8511311116516662, + "TN": 1222513, + "TP": 3499, + "n_pred": 3607, + "n_ref": 4003 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9675765943023429, + "FN": 818, + "FP": 1143, + "IoU": 0.937189712052785, + "TN": 1195403, + "TP": 29260, + "n_pred": 30403, + "n_ref": 30078 + }, + "7": { + "Dice": 0.9757110158761079, + "FN": 2377, + "FP": 1613, + "IoU": 0.9525739620353971, + "TN": 1142493, + "TP": 80141, + "n_pred": 81754, + "n_ref": 82518 + }, + "8": { + "Dice": 0.9673293927995701, + "FN": 388, + "FP": 220, + "IoU": 0.9367259860547403, + "TN": 1217015, + "TP": 9001, + "n_pred": 9221, + "n_ref": 9389 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9645273200346921, + "FN": 370, + "FP": 1266, + "IoU": 0.9314850489990787, + "TN": 1903674, + "TP": 22242, + "n_pred": 23508, + "n_ref": 22612 + }, + "10": { + "Dice": 0.938688987933471, + "FN": 601, + "FP": 527, + "IoU": 0.8844617433166035, + "TN": 1917789, + "TP": 8635, + "n_pred": 9162, + "n_ref": 9236 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.379746835443038, + "FN": 40, + "FP": 9, + "IoU": 0.234375, + "TN": 1927488, + "TP": 15, + "n_pred": 24, + "n_ref": 55 + }, + "14": { + "Dice": 0.892895189707449, + "FN": 61, + "FP": 1246, + "IoU": 0.8065136935603257, + "TN": 1920797, + "TP": 5448, + "n_pred": 6694, + "n_ref": 5509 + }, + "15": { + "Dice": 0.9683097449426419, + "FN": 4448, + "FP": 1414, + "IoU": 0.9385663382938587, + "TN": 1832132, + "TP": 89558, + "n_pred": 90972, + "n_ref": 94006 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7346984749160866, + "FN": 859, + "FP": 10918, + "IoU": 0.5806509044295685, + "TN": 1899468, + "TP": 16307, + "n_pred": 27225, + "n_ref": 17166 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9719150216472243, + "FN": 2828, + "FP": 9867, + "IoU": 0.9453644806720664, + "TN": 1695194, + "TP": 219663, + "n_pred": 229530, + "n_ref": 222491 + }, + "7": { + "Dice": 0.9721568371377606, + "FN": 19439, + "FP": 7424, + "IoU": 0.9458221567876086, + "TN": 1431722, + "TP": 468967, + "n_pred": 476391, + "n_ref": 488406 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8664723032069971, + "FN": 4905, + "FP": 591, + "IoU": 0.76440329218107, + "TN": 2079456, + "TP": 17832, + "n_pred": 18423, + "n_ref": 22737 + }, + "10": { + "Dice": 0.8379511718247536, + "FN": 3670, + "FP": 2629, + "IoU": 0.7210980739428824, + "TN": 2080199, + "TP": 16286, + "n_pred": 18915, + "n_ref": 19956 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7968072184626063, + "FN": 333, + "FP": 838, + "IoU": 0.6622440149985578, + "TN": 2099317, + "TP": 2296, + "n_pred": 3134, + "n_ref": 2629 + }, + "13": { + "Dice": 0.799098219681123, + "FN": 4744, + "FP": 3900, + "IoU": 0.6654151345074512, + "TN": 2076949, + "TP": 17191, + "n_pred": 21091, + "n_ref": 21935 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 51, + "IoU": 0.0, + "TN": 2102733, + "TP": 0, + "n_pred": 51, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9625523345169326, + "FN": 4462, + "FP": 2604, + "IoU": 0.9278080876192811, + "TN": 2004906, + "TP": 90812, + "n_pred": 93416, + "n_ref": 95274 + }, + "3": { + "Dice": 0.7159161625574526, + "FN": 2911, + "FP": 87020, + "IoU": 0.557530701409116, + "TN": 1899536, + "TP": 113317, + "n_pred": 200337, + "n_ref": 116228 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.937792161093132, + "FN": 411, + "FP": 108, + "IoU": 0.8828706838185512, + "TN": 2098353, + "TP": 3912, + "n_pred": 4020, + "n_ref": 4323 + }, + "7": { + "Dice": 0.9770028992351791, + "FN": 936, + "FP": 817, + "IoU": 0.9550397537830213, + "TN": 2063794, + "TP": 37237, + "n_pred": 38054, + "n_ref": 38173 + }, + "8": { + "Dice": 0.9537579783769702, + "FN": 111, + "FP": 244, + "IoU": 0.9116035856573705, + "TN": 2098768, + "TP": 3661, + "n_pred": 3905, + "n_ref": 3772 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8990113878112876, + "FN": 437, + "FP": 370, + "IoU": 0.8165492157308479, + "TN": 2273617, + "TP": 3592, + "n_pred": 3962, + "n_ref": 4029 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8889532638084202, + "FN": 979, + "FP": 1321, + "IoU": 0.8001042934121328, + "TN": 2266510, + "TP": 9206, + "n_pred": 10527, + "n_ref": 10185 + }, + "14": { + "Dice": 0.9105841620033013, + "FN": 967, + "FP": 3475, + "IoU": 0.8358462675535846, + "TN": 2250956, + "TP": 22618, + "n_pred": 26093, + "n_ref": 23585 + }, + "15": { + "Dice": 0.8714944125260433, + "FN": 8485, + "FP": 1692, + "IoU": 0.7722552924853422, + "TN": 2233330, + "TP": 34509, + "n_pred": 36201, + "n_ref": 42994 + }, + "2": { + "Dice": 0.9648008780181875, + "FN": 396, + "FP": 502, + "IoU": 0.9319954562665657, + "TN": 2264811, + "TP": 12307, + "n_pred": 12809, + "n_ref": 12703 + }, + "3": { + "Dice": 0.9761277588911152, + "FN": 1556, + "FP": 1625, + "IoU": 0.9533687111528087, + "TN": 2209800, + "TP": 65035, + "n_pred": 66660, + "n_ref": 66591 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9311638137672372, + "FN": 1032, + "FP": 1409, + "IoU": 0.8711941322357659, + "TN": 2259065, + "TP": 16510, + "n_pred": 17919, + "n_ref": 17542 + }, + "7": { + "Dice": 0.973852543768949, + "FN": 3208, + "FP": 2760, + "IoU": 0.9490376240329275, + "TN": 2160910, + "TP": 111138, + "n_pred": 113898, + "n_ref": 114346 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9386470027755913, + "FN": 1260, + "FP": 221, + "IoU": 0.8843871975019516, + "TN": 2265206, + "TP": 11329, + "n_pred": 11550, + "n_ref": 12589 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9269238224462105, + "FN": 216, + "FP": 161, + "IoU": 0.8638005780346821, + "TN": 2625712, + "TP": 2391, + "n_pred": 2552, + "n_ref": 2607 + }, + "10": { + "Dice": 0.9279364762285258, + "FN": 4905, + "FP": 867, + "IoU": 0.8655610937718359, + "TN": 2585546, + "TP": 37162, + "n_pred": 38029, + "n_ref": 42067 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5518518518518518, + "FN": 83, + "FP": 159, + "IoU": 0.38107416879795397, + "TN": 2628089, + "TP": 149, + "n_pred": 308, + "n_ref": 232 + }, + "13": { + "Dice": 0.9112481051035877, + "FN": 1906, + "FP": 2485, + "IoU": 0.8369658040322281, + "TN": 2601547, + "TP": 22542, + "n_pred": 25027, + "n_ref": 24448 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.980382133043645, + "FN": 859, + "FP": 676, + "IoU": 0.9615191777387816, + "TN": 2588590, + "TP": 38355, + "n_pred": 39031, + "n_ref": 39214 + }, + "3": { + "Dice": 0.9763355495421229, + "FN": 3271, + "FP": 2011, + "IoU": 0.9537652197508819, + "TN": 2514237, + "TP": 108961, + "n_pred": 110972, + "n_ref": 112232 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8968582927854869, + "FN": 1113, + "FP": 604, + "IoU": 0.8130037028969723, + "TN": 2619298, + "TP": 7465, + "n_pred": 8069, + "n_ref": 8578 + }, + "6": { + "Dice": 0.7695035460992907, + "FN": 251, + "FP": 529, + "IoU": 0.6253602305475504, + "TN": 2626398, + "TP": 1302, + "n_pred": 1831, + "n_ref": 1553 + }, + "7": { + "Dice": 0.9576399636230196, + "FN": 1274, + "FP": 1381, + "IoU": 0.9187228310781853, + "TN": 2595814, + "TP": 30011, + "n_pred": 31392, + "n_ref": 31285 + }, + "8": { + "Dice": 0.9620014862521674, + "FN": 1264, + "FP": 1804, + "IoU": 0.9267850324551355, + "TN": 2586576, + "TP": 38836, + "n_pred": 40640, + "n_ref": 40100 + }, + "9": { + "Dice": 0.9628917298336916, + "FN": 910, + "FP": 402, + "IoU": 0.9284389658557871, + "TN": 2610146, + "TP": 17022, + "n_pred": 17424, + "n_ref": 17932 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0398.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.7526766916319533, + "FN": 5303.946666666667, + "FP": 7838.482222222223, + "IoU": 0.6645658781585911, + "TN": 2489940.548888889, + "TP": 31939.955555555553, + "n_pred": 39778.437777777785, + "n_ref": 37243.90222222222 + }, + "mean": { + "1": { + "Dice": 0.8088676457713434, + "FN": 2749.366666666667, + "FP": 2091.4, + "IoU": 0.7552887551726948, + "TN": 2507320.6333333333, + "TP": 22861.533333333333, + "n_pred": 24952.933333333334, + "n_ref": 25610.9 + }, + "10": { + "Dice": 0.8349629516212967, + "FN": 4151.133333333333, + "FP": 3125.733333333333, + "IoU": 0.7293622499239726, + "TN": 2509342.4, + "TP": 18403.666666666668, + "n_pred": 21529.4, + "n_ref": 22554.8 + }, + "11": { + "Dice": 0.5979912312362585, + "FN": 309.1, + "FP": 185.53333333333333, + "IoU": 0.45888965685163174, + "TN": 2533965.3333333335, + "TP": 562.9666666666667, + "n_pred": 748.5, + "n_ref": 872.0666666666667 + }, + "12": { + "Dice": 0.582467857273538, + "FN": 343.1333333333333, + "FP": 245.66666666666666, + "IoU": 0.47463456424851613, + "TN": 2533803.8, + "TP": 630.3333333333334, + "n_pred": 876.0, + "n_ref": 973.4666666666667 + }, + "13": { + "Dice": 0.7176653743702686, + "FN": 4374.166666666667, + "FP": 5594.1, + "IoU": 0.5823262633720989, + "TN": 2510961.6, + "TP": 14093.066666666668, + "n_pred": 19687.166666666668, + "n_ref": 18467.233333333334 + }, + "14": { + "Dice": 0.6450301578987669, + "FN": 10231.0, + "FP": 16634.333333333332, + "IoU": 0.5655512439035233, + "TN": 2486999.6, + "TP": 21158.0, + "n_pred": 37792.333333333336, + "n_ref": 31389.0 + }, + "15": { + "Dice": 0.6440518372659263, + "FN": 1899.0333333333333, + "FP": 13617.9, + "IoU": 0.5538976321235888, + "TN": 2505453.1, + "TP": 14052.9, + "n_pred": 27670.8, + "n_ref": 15951.933333333332 + }, + "2": { + "Dice": 0.8197081730395767, + "FN": 4104.433333333333, + "FP": 2058.266666666667, + "IoU": 0.7572512797191306, + "TN": 2497089.533333333, + "TP": 31770.7, + "n_pred": 33828.96666666667, + "n_ref": 35875.13333333333 + }, + "3": { + "Dice": 0.8958258275677342, + "FN": 5493.733333333334, + "FP": 1979.4, + "IoU": 0.8509051059140064, + "TN": 2490499.533333333, + "TP": 37050.26666666667, + "n_pred": 39029.666666666664, + "n_ref": 42544.0 + }, + "4": { + "Dice": 0.7244189103114957, + "FN": 2224.5666666666666, + "FP": 959.2, + "IoU": 0.6317343030104593, + "TN": 2522961.7, + "TP": 8877.466666666667, + "n_pred": 9836.666666666666, + "n_ref": 11102.033333333333 + }, + "5": { + "Dice": 0.6209233837624814, + "FN": 833.4333333333333, + "FP": 806.8333333333334, + "IoU": 0.5003805810693782, + "TN": 2531076.6333333333, + "TP": 2306.0333333333333, + "n_pred": 3112.866666666667, + "n_ref": 3139.4666666666667 + }, + "6": { + "Dice": 0.9227961101989088, + "FN": 27623.8, + "FP": 47440.333333333336, + "IoU": 0.8720063435417776, + "TN": 2268598.7, + "TP": 191360.1, + "n_pred": 238800.43333333332, + "n_ref": 218983.9 + }, + "7": { + "Dice": 0.8006155986543061, + "FN": 12541.933333333332, + "FP": 18949.1, + "IoU": 0.723024479458064, + "TN": 2418405.2666666666, + "TP": 85126.63333333333, + "n_pred": 104075.73333333334, + "n_ref": 97668.56666666667 + }, + "8": { + "Dice": 0.8698338855844784, + "FN": 986.8, + "FP": 1017.1666666666666, + "IoU": 0.8061454419143662, + "TN": 2515322.1333333333, + "TP": 17696.833333333332, + "n_pred": 18714.0, + "n_ref": 18683.633333333335 + }, + "9": { + "Dice": 0.8049914299229192, + "FN": 1693.5666666666666, + "FP": 2872.266666666667, + "IoU": 0.70709027215566, + "TN": 2517308.2666666666, + "TP": 13148.833333333334, + "n_pred": 16021.1, + "n_ref": 14842.4 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.8076923076923077, + "FN": 10, + "FP": 20, + "IoU": 0.6774193548387096, + "TN": 1051299, + "TP": 63, + "n_pred": 83, + "n_ref": 73 + }, + "10": { + "Dice": 0.8383775283803288, + "FN": 5755, + "FP": 1748, + "IoU": 0.7217297778437117, + "TN": 1024429, + "TP": 19460, + "n_pred": 21208, + "n_ref": 25215 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 85, + "IoU": 0.0, + "TN": 1051307, + "TP": 0, + "n_pred": 85, + "n_ref": 0 + }, + "13": { + "Dice": 0.7158956109134045, + "FN": 3963, + "FP": 5617, + "IoU": 0.5575057736720554, + "TN": 1029742, + "TP": 12070, + "n_pred": 17687, + "n_ref": 16033 + }, + "14": { + "Dice": 0.7856590147020892, + "FN": 49, + "FP": 782, + "IoU": 0.6469838572642311, + "TN": 1049038, + "TP": 1523, + "n_pred": 2305, + "n_ref": 1572 + }, + "15": { + "Dice": 0.8866534938027663, + "FN": 3987, + "FP": 4216, + "IoU": 0.7963859309454663, + "TN": 1011105, + "TP": 32084, + "n_pred": 36300, + "n_ref": 36071 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9700638889293147, + "FN": 1133, + "FP": 924, + "IoU": 0.9418680231736611, + "TN": 1016007, + "TP": 33328, + "n_pred": 34252, + "n_ref": 34461 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8276893174852359, + "FN": 1046, + "FP": 1259, + "IoU": 0.706032393827318, + "TN": 1043551, + "TP": 5536, + "n_pred": 6795, + "n_ref": 6582 + }, + "6": { + "Dice": 0.9079343394454288, + "FN": 6304, + "FP": 2322, + "IoU": 0.831391712275215, + "TN": 1000232, + "TP": 42534, + "n_pred": 44856, + "n_ref": 48838 + }, + "7": { + "Dice": 0.9347611793171431, + "FN": 6366, + "FP": 6738, + "IoU": 0.8775132497686549, + "TN": 944409, + "TP": 93879, + "n_pred": 100617, + "n_ref": 100245 + }, + "8": { + "Dice": 0.939232309621395, + "FN": 867, + "FP": 2380, + "IoU": 0.8854269583627382, + "TN": 1023052, + "TP": 25093, + "n_pred": 27473, + "n_ref": 25960 + }, + "9": { + "Dice": 0.9329943581528174, + "FN": 666, + "FP": 1258, + "IoU": 0.8744043344865853, + "TN": 1036073, + "TP": 13395, + "n_pred": 14653, + "n_ref": 14061 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 1927546, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "10": { + "Dice": 0.8086426081607546, + "FN": 1791, + "FP": 5675, + "IoU": 0.6787573684436986, + "TN": 1904311, + "TP": 15775, + "n_pred": 21450, + "n_ref": 17566 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5188657613818756, + "FN": 10054, + "FP": 8831, + "IoU": 0.350316499243154, + "TN": 1898484, + "TP": 10183, + "n_pred": 19014, + "n_ref": 20237 + }, + "14": { + "Dice": 0.9232036300348085, + "FN": 2632, + "FP": 2310, + "IoU": 0.8573613877103357, + "TN": 1892905, + "TP": 29705, + "n_pred": 32015, + "n_ref": 32337 + }, + "15": { + "Dice": 0.9386720929469297, + "FN": 7341, + "FP": 2002, + "IoU": 0.8844317450893078, + "TN": 1846708, + "TP": 71501, + "n_pred": 73503, + "n_ref": 78842 + }, + "2": { + "Dice": 0.9476766150358897, + "FN": 382, + "FP": 172, + "IoU": 0.9005564530604918, + "TN": 1921981, + "TP": 5017, + "n_pred": 5189, + "n_ref": 5399 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8623831638351654, + "FN": 2066, + "FP": 2616, + "IoU": 0.7580611823067384, + "TN": 1908200, + "TP": 14670, + "n_pred": 17286, + "n_ref": 16736 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9687343180198511, + "FN": 21009, + "FP": 7464, + "IoU": 0.9393644479274921, + "TN": 1457976, + "TP": 441103, + "n_pred": 448567, + "n_ref": 462112 + }, + "7": { + "Dice": 0.42369020501138954, + "FN": 7435, + "FP": 4203, + "IoU": 0.26878612716763006, + "TN": 1911636, + "TP": 4278, + "n_pred": 8481, + "n_ref": 11713 + }, + "8": { + "Dice": 0.6591317749807346, + "FN": 2522, + "FP": 132, + "IoU": 0.49157088122605364, + "TN": 1922332, + "TP": 2566, + "n_pred": 2698, + "n_ref": 5088 + }, + "9": { + "Dice": 0.49279858187458453, + "FN": 776, + "FP": 1513, + "IoU": 0.32696265804175245, + "TN": 1924151, + "TP": 1112, + "n_pred": 2625, + "n_ref": 1888 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9482088024564995, + "FN": 137, + "FP": 116, + "IoU": 0.9015181004281821, + "TN": 1749751, + "TP": 2316, + "n_pred": 2432, + "n_ref": 2453 + }, + "10": { + "Dice": 0.8450419879298126, + "FN": 3157, + "FP": 4058, + "IoU": 0.7316646831300209, + "TN": 1725432, + "TP": 19673, + "n_pred": 23731, + "n_ref": 22830 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7656414103525881, + "FN": 1689, + "FP": 10807, + "IoU": 0.6202747052388476, + "TN": 1719412, + "TP": 20412, + "n_pred": 31219, + "n_ref": 22101 + }, + "14": { + "Dice": 0.31208584999706795, + "FN": 11041, + "FP": 690, + "IoU": 0.18489438576987216, + "TN": 1737928, + "TP": 2661, + "n_pred": 3351, + "n_ref": 13702 + }, + "15": { + "Dice": 0.3592328153436931, + "FN": 1377, + "FP": 16931, + "IoU": 0.2189419795221843, + "TN": 1728880, + "TP": 5132, + "n_pred": 22063, + "n_ref": 6509 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 1752283, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "3": { + "Dice": 0.9440388788003351, + "FN": 2824, + "FP": 7931, + "IoU": 0.8940091257600694, + "TN": 1650849, + "TP": 90716, + "n_pred": 98647, + "n_ref": 93540 + }, + "4": { + "Dice": 0.0, + "FN": 336, + "FP": 0, + "IoU": 0.0, + "TN": 1751984, + "TP": 0, + "n_pred": 0, + "n_ref": 336 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9482654651784597, + "FN": 13732, + "FP": 4456, + "IoU": 0.9016205456630391, + "TN": 1567444, + "TP": 166688, + "n_pred": 171144, + "n_ref": 180420 + }, + "7": { + "Dice": 0.9663757998836533, + "FN": 10824, + "FP": 2759, + "IoU": 0.934939216569113, + "TN": 1543546, + "TP": 195191, + "n_pred": 197950, + "n_ref": 206015 + }, + "8": { + "Dice": 0.7626339969372129, + "FN": 50, + "FP": 105, + "IoU": 0.6163366336633663, + "TN": 1751916, + "TP": 249, + "n_pred": 354, + "n_ref": 299 + }, + "9": { + "Dice": 0.7485604606525912, + "FN": 970, + "FP": 11606, + "IoU": 0.598159509202454, + "TN": 1721024, + "TP": 18720, + "n_pred": 30326, + "n_ref": 19690 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9528731135862963, + "FN": 1840, + "FP": 2738, + "IoU": 0.9099882029099489, + "TN": 2402388, + "TP": 46282, + "n_pred": 49020, + "n_ref": 48122 + }, + "10": { + "Dice": 0.5584457771114443, + "FN": 26752, + "FP": 8590, + "IoU": 0.3873914475394776, + "TN": 2395557, + "TP": 22349, + "n_pred": 30939, + "n_ref": 49101 + }, + "11": { + "Dice": 0.48484848484848486, + "FN": 12, + "FP": 5, + "IoU": 0.32, + "TN": 2453223, + "TP": 8, + "n_pred": 13, + "n_ref": 20 + }, + "12": { + "Dice": 0.018007878446820485, + "FN": 675, + "FP": 2815, + "IoU": 0.009085746734809767, + "TN": 2449726, + "TP": 32, + "n_pred": 2847, + "n_ref": 707 + }, + "13": { + "Dice": 0.4271689604960308, + "FN": 5881, + "FP": 18509, + "IoU": 0.2715924023414168, + "TN": 2419764, + "TP": 9094, + "n_pred": 27603, + "n_ref": 14975 + }, + "14": { + "Dice": 0.7875545146179939, + "FN": 8970, + "FP": 1552, + "IoU": 0.6495587010824313, + "TN": 2423223, + "TP": 19503, + "n_pred": 21055, + "n_ref": 28473 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1961, + "IoU": 0.0, + "TN": 2451287, + "TP": 0, + "n_pred": 1961, + "n_ref": 0 + }, + "2": { + "Dice": 0.9453551224060378, + "FN": 7266, + "FP": 5745, + "IoU": 0.8963729331931568, + "TN": 2327692, + "TP": 112545, + "n_pred": 118290, + "n_ref": 119811 + }, + "3": { + "Dice": 0.9327699075196564, + "FN": 2233, + "FP": 1649, + "IoU": 0.8740101259249643, + "TN": 2422436, + "TP": 26930, + "n_pred": 28579, + "n_ref": 29163 + }, + "4": { + "Dice": 0.8748740530656417, + "FN": 2659, + "FP": 694, + "IoU": 0.7775787728026534, + "TN": 2438173, + "TP": 11722, + "n_pred": 12416, + "n_ref": 14381 + }, + "5": { + "Dice": 0.5251458738538483, + "FN": 156, + "FP": 1553, + "IoU": 0.3560663149962321, + "TN": 2450594, + "TP": 945, + "n_pred": 2498, + "n_ref": 1101 + }, + "6": { + "Dice": 0.9536806467353848, + "FN": 10660, + "FP": 26170, + "IoU": 0.9114623023647714, + "TN": 2037267, + "TP": 379151, + "n_pred": 405321, + "n_ref": 389811 + }, + "7": { + "Dice": 0.6899010472526428, + "FN": 87228, + "FP": 7319, + "IoU": 0.5266022431403966, + "TN": 2253528, + "TP": 105173, + "n_pred": 112492, + "n_ref": 192401 + }, + "8": { + "Dice": 0.8881436403715357, + "FN": 890, + "FP": 5047, + "IoU": 0.7987935066255465, + "TN": 2423741, + "TP": 23570, + "n_pred": 28617, + "n_ref": 24460 + }, + "9": { + "Dice": 0.8749165419592495, + "FN": 4713, + "FP": 6153, + "IoU": 0.7776459032495703, + "TN": 2404380, + "TP": 38002, + "n_pred": 44155, + "n_ref": 42715 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 7180, + "IoU": 0.0, + "TN": 1569908, + "TP": 0, + "n_pred": 7180, + "n_ref": 0 + }, + "10": { + "Dice": 0.7554670188240034, + "FN": 6022, + "FP": 4903, + "IoU": 0.6070285241538074, + "TN": 1549287, + "TP": 16876, + "n_pred": 21779, + "n_ref": 22898 + }, + "11": { + "Dice": 0.6846171856708031, + "FN": 592, + "FP": 755, + "IoU": 0.5204699181203275, + "TN": 1574279, + "TP": 1462, + "n_pred": 2217, + "n_ref": 2054 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3188488118905614, + "FN": 1297, + "FP": 5898, + "IoU": 0.1896609978601194, + "TN": 1568209, + "TP": 1684, + "n_pred": 7582, + "n_ref": 2981 + }, + "14": { + "Dice": 0.7837352311200165, + "FN": 2199, + "FP": 4061, + "IoU": 0.6443787990683406, + "TN": 1559485, + "TP": 11343, + "n_pred": 15404, + "n_ref": 13542 + }, + "15": { + "Dice": 0.9194390871102539, + "FN": 4300, + "FP": 3720, + "IoU": 0.8508905663183728, + "TN": 1523302, + "TP": 45766, + "n_pred": 49486, + "n_ref": 50066 + }, + "2": { + "Dice": 0.956402590931739, + "FN": 92, + "FP": 258, + "IoU": 0.916447839579852, + "TN": 1572899, + "TP": 3839, + "n_pred": 4097, + "n_ref": 3931 + }, + "3": { + "Dice": 0.9311786599309203, + "FN": 3416, + "FP": 3777, + "IoU": 0.8712201235341509, + "TN": 1521233, + "TP": 48662, + "n_pred": 52439, + "n_ref": 52078 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9496540340828351, + "FN": 19394, + "FP": 3635, + "IoU": 0.9041345089125892, + "TN": 1336866, + "TP": 217193, + "n_pred": 220828, + "n_ref": 236587 + }, + "7": { + "Dice": 0.8485238467313202, + "FN": 8445, + "FP": 1442, + "IoU": 0.7369009287101839, + "TN": 1539509, + "TP": 27692, + "n_pred": 29134, + "n_ref": 36137 + }, + "8": { + "Dice": 0.8496664956387892, + "FN": 8, + "FP": 285, + "IoU": 0.7386262265834077, + "TN": 1575967, + "TP": 828, + "n_pred": 1113, + "n_ref": 836 + }, + "9": { + "Dice": 0.8756583058109435, + "FN": 915, + "FP": 1871, + "IoU": 0.7788186725944745, + "TN": 1564492, + "TP": 9810, + "n_pred": 11681, + "n_ref": 10725 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9488780403007344, + "FN": 474, + "FP": 3055, + "IoU": 0.9027287761852261, + "TN": 1540808, + "TP": 32751, + "n_pred": 35806, + "n_ref": 33225 + }, + "10": { + "Dice": 0.8031551324301233, + "FN": 4781, + "FP": 8121, + "IoU": 0.6710603472452388, + "TN": 1537865, + "TP": 26321, + "n_pred": 34442, + "n_ref": 31102 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.41624365482233505, + "FN": 665, + "FP": 25, + "IoU": 0.26282051282051283, + "TN": 1576152, + "TP": 246, + "n_pred": 271, + "n_ref": 911 + }, + "13": { + "Dice": 0.6038589654955691, + "FN": 4505, + "FP": 8101, + "IoU": 0.43252003241199244, + "TN": 1554874, + "TP": 9608, + "n_pred": 17709, + "n_ref": 14113 + }, + "14": { + "Dice": 0.929573123747881, + "FN": 2322, + "FP": 1334, + "IoU": 0.8684134753815146, + "TN": 1549304, + "TP": 24128, + "n_pred": 25462, + "n_ref": 26450 + }, + "15": { + "Dice": 0.8905838008104904, + "FN": 4051, + "FP": 2132, + "IoU": 0.8027499521470044, + "TN": 1545742, + "TP": 25163, + "n_pred": 27295, + "n_ref": 29214 + }, + "2": { + "Dice": 0.8686868686868687, + "FN": 202, + "FP": 188, + "IoU": 0.7678571428571429, + "TN": 1575408, + "TP": 1290, + "n_pred": 1478, + "n_ref": 1492 + }, + "3": { + "Dice": 0.9595102267983859, + "FN": 128, + "FP": 745, + "IoU": 0.9221717036640813, + "TN": 1565871, + "TP": 10344, + "n_pred": 11089, + "n_ref": 10472 + }, + "4": { + "Dice": 0.9130531862635645, + "FN": 1366, + "FP": 581, + "IoU": 0.8400164338537387, + "TN": 1564918, + "TP": 10223, + "n_pred": 10804, + "n_ref": 11589 + }, + "5": { + "Dice": 0.8531545093745724, + "FN": 568, + "FP": 505, + "IoU": 0.7439140811455848, + "TN": 1572898, + "TP": 3117, + "n_pred": 3622, + "n_ref": 3685 + }, + "6": { + "Dice": 0.9382598762709372, + "FN": 33971, + "FP": 9701, + "IoU": 0.8837001214342018, + "TN": 1201576, + "TP": 331840, + "n_pred": 341541, + "n_ref": 365811 + }, + "7": { + "Dice": 0.8800907651216111, + "FN": 9544, + "FP": 5675, + "IoU": 0.785859012241452, + "TN": 1506018, + "TP": 55851, + "n_pred": 61526, + "n_ref": 65395 + }, + "8": { + "Dice": 0.6796370347585359, + "FN": 3780, + "FP": 386, + "IoU": 0.5147350029120559, + "TN": 1568503, + "TP": 4419, + "n_pred": 4805, + "n_ref": 8199 + }, + "9": { + "Dice": 0.6776591790133291, + "FN": 4175, + "FP": 7965, + "IoU": 0.5124693787398097, + "TN": 1552187, + "TP": 12761, + "n_pred": 20726, + "n_ref": 16936 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9818003854036033, + "FN": 507, + "FP": 88, + "IoU": 0.9642513818793559, + "TN": 1910908, + "TP": 16049, + "n_pred": 16137, + "n_ref": 16556 + }, + "10": { + "Dice": 0.8907278379247507, + "FN": 3975, + "FP": 1122, + "IoU": 0.802984036179506, + "TN": 1901681, + "TP": 20774, + "n_pred": 21896, + "n_ref": 24749 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7377049180327869, + "FN": 14, + "FP": 18, + "IoU": 0.5844155844155844, + "TN": 1927475, + "TP": 45, + "n_pred": 63, + "n_ref": 59 + }, + "13": { + "Dice": 0.8620792374143581, + "FN": 1995, + "FP": 4950, + "IoU": 0.7575916230366492, + "TN": 1898902, + "TP": 21705, + "n_pred": 26655, + "n_ref": 23700 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9696169088507266, + "FN": 158, + "FP": 118, + "IoU": 0.941025641025641, + "TN": 1922872, + "TP": 4404, + "n_pred": 4522, + "n_ref": 4562 + }, + "3": { + "Dice": 0.9760881985737563, + "FN": 2185, + "FP": 2335, + "IoU": 0.9532932399198132, + "TN": 1830778, + "TP": 92254, + "n_pred": 94589, + "n_ref": 94439 + }, + "4": { + "Dice": 0.8869662826160624, + "FN": 9277, + "FP": 1397, + "IoU": 0.7968907579015471, + "TN": 1874999, + "TP": 41879, + "n_pred": 43276, + "n_ref": 51156 + }, + "5": { + "Dice": 0.625996850713669, + "FN": 402, + "FP": 6961, + "IoU": 0.45560073937153417, + "TN": 1914027, + "TP": 6162, + "n_pred": 13123, + "n_ref": 6564 + }, + "6": { + "Dice": 0.9613226538741594, + "FN": 3006, + "FP": 1509, + "IoU": 0.9255257731958763, + "TN": 1866927, + "TP": 56110, + "n_pred": 57619, + "n_ref": 59116 + }, + "7": { + "Dice": 0.9230998527456673, + "FN": 11141, + "FP": 1758, + "IoU": 0.8571823999645697, + "TN": 1837234, + "TP": 77419, + "n_pred": 79177, + "n_ref": 88560 + }, + "8": { + "Dice": 0.9757605169727466, + "FN": 528, + "FP": 1370, + "IoU": 0.9526683291770573, + "TN": 1887452, + "TP": 38202, + "n_pred": 39572, + "n_ref": 38730 + }, + "9": { + "Dice": 0.9577457952090868, + "FN": 942, + "FP": 799, + "IoU": 0.9189176602086438, + "TN": 1906080, + "TP": 19731, + "n_pred": 20530, + "n_ref": 20673 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7202336564752672, + "FN": 677, + "FP": 3825, + "IoU": 0.5627852772652229, + "TN": 2793415, + "TP": 5795, + "n_pred": 9620, + "n_ref": 6472 + }, + "10": { + "Dice": 0.8384587035747922, + "FN": 2107, + "FP": 5783, + "IoU": 0.7218501022350702, + "TN": 2775346, + "TP": 20476, + "n_pred": 26259, + "n_ref": 22583 + }, + "11": { + "Dice": 0.7689463955637708, + "FN": 401, + "FP": 99, + "IoU": 0.6246246246246246, + "TN": 2802380, + "TP": 832, + "n_pred": 931, + "n_ref": 1233 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6829153850164225, + "FN": 10129, + "FP": 2035, + "IoU": 0.5185053239916083, + "TN": 2778449, + "TP": 13099, + "n_pred": 15134, + "n_ref": 23228 + }, + "14": { + "Dice": 0.8794660060556014, + "FN": 6732, + "FP": 2026, + "IoU": 0.784863298042202, + "TN": 2763003, + "TP": 31951, + "n_pred": 33977, + "n_ref": 38683 + }, + "15": { + "Dice": 0.5796122960462381, + "FN": 515, + "FP": 15923, + "IoU": 0.40806625855239465, + "TN": 2775942, + "TP": 11332, + "n_pred": 27255, + "n_ref": 11847 + }, + "2": { + "Dice": 0.970076743190277, + "FN": 2189, + "FP": 1445, + "IoU": 0.9418922592302403, + "TN": 2741173, + "TP": 58905, + "n_pred": 60350, + "n_ref": 61094 + }, + "3": { + "Dice": 0.9002557544757033, + "FN": 58, + "FP": 449, + "IoU": 0.8186046511627907, + "TN": 2800917, + "TP": 2288, + "n_pred": 2737, + "n_ref": 2346 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8190907375966798, + "FN": 729, + "FP": 230, + "IoU": 0.6936102236421725, + "TN": 2800582, + "TP": 2171, + "n_pred": 2401, + "n_ref": 2900 + }, + "6": { + "Dice": 0.9346764046365483, + "FN": 7008, + "FP": 2285, + "IoU": 0.8773638439104213, + "TN": 2727935, + "TP": 66484, + "n_pred": 68769, + "n_ref": 73492 + }, + "7": { + "Dice": 0.3027152209937247, + "FN": 6039, + "FP": 199303, + "IoU": 0.17835263989756517, + "TN": 2553797, + "TP": 44573, + "n_pred": 243876, + "n_ref": 50612 + }, + "8": { + "Dice": 0.9741778006166495, + "FN": 1803, + "FP": 609, + "IoU": 0.9496556042579837, + "TN": 2755802, + "TP": 45498, + "n_pred": 46107, + "n_ref": 47301 + }, + "9": { + "Dice": 0.8596914446002805, + "FN": 579, + "FP": 1922, + "IoU": 0.7539112466791302, + "TN": 2793549, + "TP": 7662, + "n_pred": 9584, + "n_ref": 8241 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9566088117489987, + "FN": 200, + "FP": 320, + "IoU": 0.9168266154830454, + "TN": 1570836, + "TP": 5732, + "n_pred": 6052, + "n_ref": 5932 + }, + "10": { + "Dice": 0.9186179793679384, + "FN": 841, + "FP": 650, + "IoU": 0.8494851605087825, + "TN": 1567182, + "TP": 8415, + "n_pred": 9065, + "n_ref": 9256 + }, + "11": { + "Dice": 0.768586387434555, + "FN": 196, + "FP": 25, + "IoU": 0.6241496598639455, + "TN": 1576500, + "TP": 367, + "n_pred": 392, + "n_ref": 563 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9548365042007968, + "FN": 1941, + "FP": 1494, + "IoU": 0.9135762089266845, + "TN": 1537342, + "TP": 36311, + "n_pred": 37805, + "n_ref": 38252 + }, + "14": { + "Dice": 0.93827660723933, + "FN": 10, + "FP": 1818, + "IoU": 0.8837298053682737, + "TN": 1561366, + "TP": 13894, + "n_pred": 15712, + "n_ref": 13904 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6269472533479092, + "FN": 111, + "FP": 6714, + "IoU": 0.45660828025477707, + "TN": 1564528, + "TP": 5735, + "n_pred": 12449, + "n_ref": 5846 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.482309246106731, + "FN": 7192, + "FP": 753, + "IoU": 0.31779151640048087, + "TN": 1565442, + "TP": 3701, + "n_pred": 4454, + "n_ref": 10893 + }, + "6": { + "Dice": 0.9439186143841349, + "FN": 3009, + "FP": 2217, + "IoU": 0.8937934398244116, + "TN": 1527882, + "TP": 43980, + "n_pred": 46197, + "n_ref": 46989 + }, + "7": { + "Dice": 0.9686362328450077, + "FN": 1357, + "FP": 1150, + "IoU": 0.9391800097040272, + "TN": 1535868, + "TP": 38713, + "n_pred": 39863, + "n_ref": 40070 + }, + "8": { + "Dice": 0.948434900952669, + "FN": 1483, + "FP": 2950, + "IoU": 0.901926948518838, + "TN": 1531887, + "TP": 40768, + "n_pred": 43718, + "n_ref": 42251 + }, + "9": { + "Dice": 0.759570519158384, + "FN": 10961, + "FP": 2900, + "IoU": 0.6123447812954469, + "TN": 1541332, + "TP": 21895, + "n_pred": 24795, + "n_ref": 32856 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8437345952873904, + "FN": 75, + "FP": 1510, + "IoU": 0.729706684856753, + "TN": 1571224, + "TP": 4279, + "n_pred": 5789, + "n_ref": 4354 + }, + "10": { + "Dice": 0.8453617344192572, + "FN": 12660, + "FP": 4865, + "IoU": 0.7321442218044538, + "TN": 1511661, + "TP": 47902, + "n_pred": 52767, + "n_ref": 60562 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.784910884236027, + "FN": 1005, + "FP": 238, + "IoU": 0.6459698091711763, + "TN": 1573577, + "TP": 2268, + "n_pred": 2506, + "n_ref": 3273 + }, + "13": { + "Dice": 0.5724652850464029, + "FN": 1291, + "FP": 4836, + "IoU": 0.4010167171766546, + "TN": 1566859, + "TP": 4102, + "n_pred": 8938, + "n_ref": 5393 + }, + "14": { + "Dice": 0.0, + "FN": 23954, + "FP": 0, + "IoU": 0.0, + "TN": 1553134, + "TP": 0, + "n_pred": 0, + "n_ref": 23954 + }, + "15": { + "Dice": 0.9369873974794959, + "FN": 2329, + "FP": 2396, + "IoU": 0.8814452389913436, + "TN": 1537233, + "TP": 35130, + "n_pred": 37526, + "n_ref": 37459 + }, + "2": { + "Dice": 0.9545800236606389, + "FN": 1018, + "FP": 1132, + "IoU": 0.9131067372590228, + "TN": 1552345, + "TP": 22593, + "n_pred": 23725, + "n_ref": 23611 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1867, + "IoU": 0.0, + "TN": 1575221, + "TP": 0, + "n_pred": 1867, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9782173805637228, + "FN": 2777, + "FP": 1720, + "IoU": 0.9573634958709812, + "TN": 1471615, + "TP": 100976, + "n_pred": 102696, + "n_ref": 103753 + }, + "7": { + "Dice": 0.9479725279894627, + "FN": 2155, + "FP": 2269, + "IoU": 0.9010910391700948, + "TN": 1532360, + "TP": 40304, + "n_pred": 42573, + "n_ref": 42459 + }, + "8": { + "Dice": 0.9450440715038994, + "FN": 2748, + "FP": 1473, + "IoU": 0.8958137927629956, + "TN": 1536574, + "TP": 36293, + "n_pred": 37766, + "n_ref": 39041 + }, + "9": { + "Dice": 0.9424523512852462, + "FN": 598, + "FP": 649, + "IoU": 0.8911677430616164, + "TN": 1565630, + "TP": 10211, + "n_pred": 10860, + "n_ref": 10809 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.922676418632039, + "FN": 335, + "FP": 2160, + "IoU": 0.8564524480754847, + "TN": 2260635, + "TP": 14886, + "n_pred": 17046, + "n_ref": 15221 + }, + "10": { + "Dice": 0.8433131650323388, + "FN": 2242, + "FP": 762, + "IoU": 0.7290764790764791, + "TN": 2266928, + "TP": 8084, + "n_pred": 8846, + "n_ref": 10326 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.848704311417902, + "FN": 896, + "FP": 441, + "IoU": 0.737173186553961, + "TN": 2272929, + "TP": 3750, + "n_pred": 4191, + "n_ref": 4646 + }, + "13": { + "Dice": 0.782331792501284, + "FN": 1990, + "FP": 2248, + "IoU": 0.6424835498565885, + "TN": 2266162, + "TP": 7616, + "n_pred": 9864, + "n_ref": 9606 + }, + "14": { + "Dice": 0.9272862193897595, + "FN": 7795, + "FP": 534, + "IoU": 0.8644302293406254, + "TN": 2216579, + "TP": 53108, + "n_pred": 53642, + "n_ref": 60903 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 22693, + "IoU": 0.0, + "TN": 2255323, + "TP": 0, + "n_pred": 22693, + "n_ref": 0 + }, + "2": { + "Dice": 0.9815347207323178, + "FN": 2306, + "FP": 1567, + "IoU": 0.9637390107575204, + "TN": 2171207, + "TP": 102936, + "n_pred": 104503, + "n_ref": 105242 + }, + "3": { + "Dice": 0.970617865504999, + "FN": 1254, + "FP": 2975, + "IoU": 0.9429130669546436, + "TN": 2203936, + "TP": 69851, + "n_pred": 72826, + "n_ref": 71105 + }, + "4": { + "Dice": 0.8122249388753057, + "FN": 1180, + "FP": 356, + "IoU": 0.6838205022643064, + "TN": 2273158, + "TP": 3322, + "n_pred": 3678, + "n_ref": 4502 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 152, + "IoU": 0.0, + "TN": 2277864, + "TP": 0, + "n_pred": 152, + "n_ref": 0 + }, + "6": { + "Dice": 0.977656011456028, + "FN": 2621, + "FP": 1155, + "IoU": 0.9562887075302425, + "TN": 2191631, + "TP": 82609, + "n_pred": 83764, + "n_ref": 85230 + }, + "7": { + "Dice": 0.9024950420543532, + "FN": 3226, + "FP": 9213, + "IoU": 0.8223152301231323, + "TN": 2208010, + "TP": 57567, + "n_pred": 66780, + "n_ref": 60793 + }, + "8": { + "Dice": 0.8216783216783217, + "FN": 204, + "FP": 0, + "IoU": 0.6973293768545994, + "TN": 2277342, + "TP": 470, + "n_pred": 470, + "n_ref": 674 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9845438421295813, + "FN": 1856, + "FP": 1255, + "IoU": 0.9695581975634816, + "TN": 1825357, + "TP": 99084, + "n_pred": 100339, + "n_ref": 100940 + }, + "10": { + "Dice": 0.9256513262834525, + "FN": 3388, + "FP": 1646, + "IoU": 0.8615930274119491, + "TN": 1891181, + "TP": 31337, + "n_pred": 32983, + "n_ref": 34725 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8404469940178587, + "FN": 6229, + "FP": 2866, + "IoU": 0.7248025658870163, + "TN": 1894503, + "TP": 23954, + "n_pred": 26820, + "n_ref": 30183 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9335595137121855, + "FN": 73, + "FP": 397, + "IoU": 0.8753976670201484, + "TN": 1923780, + "TP": 3302, + "n_pred": 3699, + "n_ref": 3375 + }, + "3": { + "Dice": 0.9784677015523285, + "FN": 575, + "FP": 801, + "IoU": 0.957843137254902, + "TN": 1894912, + "TP": 31264, + "n_pred": 32065, + "n_ref": 31839 + }, + "4": { + "Dice": 0.9462573066227796, + "FN": 2027, + "FP": 1761, + "IoU": 0.8979965532098233, + "TN": 1890416, + "TP": 33348, + "n_pred": 35109, + "n_ref": 35375 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9506222495622959, + "FN": 2090, + "FP": 2084, + "IoU": 0.9058913714968547, + "TN": 1883199, + "TP": 40179, + "n_pred": 42263, + "n_ref": 42269 + }, + "7": { + "Dice": 0.9638502716324289, + "FN": 2315, + "FP": 4958, + "IoU": 0.9302229641568808, + "TN": 1823320, + "TP": 96959, + "n_pred": 101917, + "n_ref": 99274 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8263214670981661, + "FN": 97, + "FP": 64, + "IoU": 0.7040441176470589, + "TN": 1927008, + "TP": 383, + "n_pred": 447, + "n_ref": 480 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.975213927412216, + "FN": 1114, + "FP": 566, + "IoU": 0.9516268355888281, + "TN": 841430, + "TP": 33050, + "n_pred": 33616, + "n_ref": 34164 + }, + "10": { + "Dice": 0.8679245283018868, + "FN": 806, + "FP": 1238, + "IoU": 0.7666666666666667, + "TN": 867400, + "TP": 6716, + "n_pred": 7954, + "n_ref": 7522 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7497606057231934, + "FN": 9609, + "FP": 1628, + "IoU": 0.5996936339995013, + "TN": 848089, + "TP": 16834, + "n_pred": 18462, + "n_ref": 26443 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 876155, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "3": { + "Dice": 0.961189738385614, + "FN": 3424, + "FP": 3001, + "IoU": 0.9252794027004082, + "TN": 790173, + "TP": 79562, + "n_pred": 82563, + "n_ref": 82986 + }, + "4": { + "Dice": 0.9131014295794894, + "FN": 1598, + "FP": 1727, + "IoU": 0.8400981052226604, + "TN": 855366, + "TP": 17469, + "n_pred": 19196, + "n_ref": 19067 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.970538618763854, + "FN": 1217, + "FP": 3900, + "IoU": 0.94276350376394, + "TN": 786759, + "TP": 84284, + "n_pred": 88184, + "n_ref": 85501 + }, + "7": { + "Dice": 0.9105963334646673, + "FN": 5886, + "FP": 9544, + "IoU": 0.8358667787126765, + "TN": 782151, + "TP": 78579, + "n_pred": 88123, + "n_ref": 84465 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8388598356416298, + "FN": 14156, + "FP": 2668, + "IoU": 0.7224449393714427, + "TN": 6247737, + "TP": 43791, + "n_pred": 46459, + "n_ref": 57947 + }, + "10": { + "Dice": 0.8309383739994214, + "FN": 1695, + "FP": 3564, + "IoU": 0.7107737997030193, + "TN": 6290169, + "TP": 12924, + "n_pred": 16488, + "n_ref": 14619 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 6308352, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 6308352, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6292411368297686, + "FN": 11955, + "FP": 13353, + "IoU": 0.4590458276333789, + "TN": 6261568, + "TP": 21476, + "n_pred": 34829, + "n_ref": 33431 + }, + "14": { + "Dice": 0.02440440330795772, + "FN": 3535, + "FP": 85532, + "IoU": 0.01235293465364101, + "TN": 6218171, + "TP": 1114, + "n_pred": 86646, + "n_ref": 4649 + }, + "15": { + "Dice": 0.19077854358232033, + "FN": 1443, + "FP": 96947, + "IoU": 0.10544786704004074, + "TN": 6198364, + "TP": 11598, + "n_pred": 108545, + "n_ref": 13041 + }, + "2": { + "Dice": 0.9689158453373768, + "FN": 552, + "FP": 227, + "IoU": 0.9397058823529412, + "TN": 6295432, + "TP": 12141, + "n_pred": 12368, + "n_ref": 12693 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 6308352, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8947154165096117, + "FN": 433, + "FP": 6550, + "IoU": 0.8094887324712173, + "TN": 6271698, + "TP": 29671, + "n_pred": 36221, + "n_ref": 30104 + }, + "5": { + "Dice": 0.5385711377976796, + "FN": 625, + "FP": 6176, + "IoU": 0.36852367688022286, + "TN": 6297582, + "TP": 3969, + "n_pred": 10145, + "n_ref": 4594 + }, + "6": { + "Dice": 0.8603641587807239, + "FN": 45843, + "FP": 97229, + "IoU": 0.7549465607015621, + "TN": 5724512, + "TP": 440768, + "n_pred": 537997, + "n_ref": 486611 + }, + "7": { + "Dice": 0.7430810311696738, + "FN": 23473, + "FP": 28002, + "IoU": 0.5911924711114641, + "TN": 6182437, + "TP": 74440, + "n_pred": 102442, + "n_ref": 97913 + }, + "8": { + "Dice": 0.9404093951940564, + "FN": 743, + "FP": 2337, + "IoU": 0.8875214549172844, + "TN": 6280969, + "TP": 24303, + "n_pred": 26640, + "n_ref": 25046 + }, + "9": { + "Dice": 0.8247751707350057, + "FN": 4312, + "FP": 8645, + "IoU": 0.7018020298727302, + "TN": 6264901, + "TP": 30494, + "n_pred": 39139, + "n_ref": 34806 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.956418918918919, + "FN": 195, + "FP": 63, + "IoU": 0.9164778245386856, + "TN": 1573999, + "TP": 2831, + "n_pred": 2894, + "n_ref": 3026 + }, + "11": { + "Dice": 0.7706611570247934, + "FN": 822, + "FP": 288, + "IoU": 0.626890756302521, + "TN": 1574113, + "TP": 1865, + "n_pred": 2153, + "n_ref": 2687 + }, + "12": { + "Dice": 0.8531468531468531, + "FN": 21, + "FP": 0, + "IoU": 0.7439024390243902, + "TN": 1577006, + "TP": 61, + "n_pred": 61, + "n_ref": 82 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9829930059440101, + "FN": 687, + "FP": 220, + "IoU": 0.9665548139680666, + "TN": 1549969, + "TP": 26212, + "n_pred": 26432, + "n_ref": 26899 + }, + "3": { + "Dice": 0.9781405182162348, + "FN": 1398, + "FP": 3048, + "IoU": 0.9572162666717989, + "TN": 1473170, + "TP": 99472, + "n_pred": 102520, + "n_ref": 100870 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9909950496623806, + "FN": 1063, + "FP": 2335, + "IoU": 0.9821508302122675, + "TN": 1386715, + "TP": 186975, + "n_pred": 189310, + "n_ref": 188038 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 90, + "IoU": 0.0, + "TN": 1576998, + "TP": 0, + "n_pred": 90, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8557467601444657, + "FN": 217, + "FP": 462, + "IoU": 0.7478648347567768, + "TN": 1749627, + "TP": 2014, + "n_pred": 2476, + "n_ref": 2231 + }, + "10": { + "Dice": 0.8815837180633778, + "FN": 4133, + "FP": 766, + "IoU": 0.7882429219796845, + "TN": 1729185, + "TP": 18236, + "n_pred": 19002, + "n_ref": 22369 + }, + "11": { + "Dice": 0.6988966900702106, + "FN": 1085, + "FP": 416, + "IoU": 0.5371569534381745, + "TN": 1749077, + "TP": 1742, + "n_pred": 2158, + "n_ref": 2827 + }, + "12": { + "Dice": 0.8298347476552033, + "FN": 414, + "FP": 348, + "IoU": 0.7091603053435115, + "TN": 1749700, + "TP": 1858, + "n_pred": 2206, + "n_ref": 2272 + }, + "13": { + "Dice": 0.6907073509015257, + "FN": 212, + "FP": 11, + "IoU": 0.527542372881356, + "TN": 1751848, + "TP": 249, + "n_pred": 260, + "n_ref": 461 + }, + "14": { + "Dice": 0.9348322935326456, + "FN": 258, + "FP": 797, + "IoU": 0.8776385989329621, + "TN": 1743698, + "TP": 7567, + "n_pred": 8364, + "n_ref": 7825 + }, + "15": { + "Dice": 0.8940931202223766, + "FN": 2748, + "FP": 1824, + "IoU": 0.8084705290938796, + "TN": 1728449, + "TP": 19299, + "n_pred": 21123, + "n_ref": 22047 + }, + "2": { + "Dice": 0.9795659382902452, + "FN": 2861, + "FP": 1551, + "IoU": 0.9599502555304412, + "TN": 1642157, + "TP": 105751, + "n_pred": 107302, + "n_ref": 108612 + }, + "3": { + "Dice": 0.9609756097560975, + "FN": 12, + "FP": 20, + "IoU": 0.9248826291079812, + "TN": 1751894, + "TP": 394, + "n_pred": 414, + "n_ref": 406 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7424124513618677, + "FN": 16, + "FP": 315, + "IoU": 0.5903465346534653, + "TN": 1751512, + "TP": 477, + "n_pred": 792, + "n_ref": 493 + }, + "6": { + "Dice": 0.977111378360554, + "FN": 2599, + "FP": 941, + "IoU": 0.9552470891644859, + "TN": 1673219, + "TP": 75561, + "n_pred": 76502, + "n_ref": 78160 + }, + "7": { + "Dice": 0.9475288892234728, + "FN": 2694, + "FP": 2882, + "IoU": 0.900289689209971, + "TN": 1696398, + "TP": 50346, + "n_pred": 53228, + "n_ref": 53040 + }, + "8": { + "Dice": 0.9795406375708292, + "FN": 292, + "FP": 181, + "IoU": 0.9599016615801966, + "TN": 1740524, + "TP": 11323, + "n_pred": 11504, + "n_ref": 11615 + }, + "9": { + "Dice": 0.9552752293577982, + "FN": 336, + "FP": 54, + "IoU": 0.9143798024149287, + "TN": 1747765, + "TP": 4165, + "n_pred": 4219, + "n_ref": 4501 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.01829478145887297, + "FN": 51477, + "FP": 2720, + "IoU": 0.009231837958392747, + "TN": 3800402, + "TP": 505, + "n_pred": 3225, + "n_ref": 51982 + }, + "10": { + "Dice": 0.39041052161144096, + "FN": 11813, + "FP": 7283, + "IoU": 0.2425528539129745, + "TN": 3829893, + "TP": 6115, + "n_pred": 13398, + "n_ref": 17928 + }, + "11": { + "Dice": 0.4884875846501129, + "FN": 1007, + "FP": 2392, + "IoU": 0.32317801672640384, + "TN": 3850082, + "TP": 1623, + "n_pred": 4015, + "n_ref": 2630 + }, + "12": { + "Dice": 0.3380736910148675, + "FN": 770, + "FP": 1278, + "IoU": 0.20342279268767016, + "TN": 3852533, + "TP": 523, + "n_pred": 1801, + "n_ref": 1293 + }, + "13": { + "Dice": 0.41881191292918285, + "FN": 11125, + "FP": 7004, + "IoU": 0.26487165970560805, + "TN": 3830443, + "TP": 6532, + "n_pred": 13536, + "n_ref": 17657 + }, + "14": { + "Dice": 0.34302063445235487, + "FN": 116491, + "FP": 1536, + "IoU": 0.20701563434314932, + "TN": 3706265, + "TP": 30812, + "n_pred": 32348, + "n_ref": 147303 + }, + "15": { + "Dice": 0.3825196163905841, + "FN": 2847, + "FP": 19817, + "IoU": 0.2364910389435386, + "TN": 3825420, + "TP": 7020, + "n_pred": 26837, + "n_ref": 9867 + }, + "2": { + "Dice": 0.8483522754291692, + "FN": 342, + "FP": 2847, + "IoU": 0.7366421669832356, + "TN": 3842995, + "TP": 8920, + "n_pred": 11767, + "n_ref": 9262 + }, + "3": { + "Dice": 0.8520777443197372, + "FN": 3799, + "FP": 9710, + "IoU": 0.7422782685006772, + "TN": 3802687, + "TP": 38908, + "n_pred": 48618, + "n_ref": 42707 + }, + "4": { + "Dice": 0.7768783354320321, + "FN": 2765, + "FP": 4677, + "IoU": 0.6351603098342975, + "TN": 3834706, + "TP": 12956, + "n_pred": 17633, + "n_ref": 15721 + }, + "5": { + "Dice": 0.6181797141699936, + "FN": 6523, + "FP": 76, + "IoU": 0.44736621723473746, + "TN": 3843163, + "TP": 5342, + "n_pred": 5418, + "n_ref": 11865 + }, + "6": { + "Dice": 0.8809292619424577, + "FN": 9682, + "FP": 26493, + "IoU": 0.7871971198814068, + "TN": 3685111, + "TP": 133818, + "n_pred": 160311, + "n_ref": 143500 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1466, + "IoU": 0.0, + "TN": 3853638, + "TP": 0, + "n_pred": 1466, + "n_ref": 0 + }, + "8": { + "Dice": 0.9451321417443277, + "FN": 1522, + "FP": 415, + "IoU": 0.8959720730397422, + "TN": 3836484, + "TP": 16683, + "n_pred": 17098, + "n_ref": 18205 + }, + "9": { + "Dice": 0.8395177755452572, + "FN": 3961, + "FP": 5943, + "IoU": 0.7234214862185484, + "TN": 3819295, + "TP": 25905, + "n_pred": 31848, + "n_ref": 29866 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8975206611570248, + "FN": 5002, + "FP": 4670, + "IoU": 0.8140929535232384, + "TN": 2576454, + "TP": 42354, + "n_pred": 47024, + "n_ref": 47356 + }, + "11": { + "Dice": 0.8726207906295754, + "FN": 71, + "FP": 277, + "IoU": 0.7740259740259741, + "TN": 2626940, + "TP": 1192, + "n_pred": 1469, + "n_ref": 1263 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9004044380041958, + "FN": 3710, + "FP": 5500, + "IoU": 0.8188505566264113, + "TN": 2577638, + "TP": 41632, + "n_pred": 47132, + "n_ref": 45342 + }, + "14": { + "Dice": 0.9765874594620662, + "FN": 1749, + "FP": 2135, + "IoU": 0.9542461331856895, + "TN": 2543591, + "TP": 81005, + "n_pred": 83140, + "n_ref": 82754 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.773690886030078, + "FN": 90, + "FP": 1159, + "IoU": 0.6309101654846335, + "TN": 2625096, + "TP": 2135, + "n_pred": 3294, + "n_ref": 2225 + }, + "3": { + "Dice": 0.9577874416777511, + "FN": 4145, + "FP": 1980, + "IoU": 0.918994339522827, + "TN": 2552868, + "TP": 69487, + "n_pred": 71467, + "n_ref": 73632 + }, + "4": { + "Dice": 0.5538208709942481, + "FN": 251, + "FP": 292, + "IoU": 0.38295454545454544, + "TN": 2627600, + "TP": 337, + "n_pred": 629, + "n_ref": 588 + }, + "5": { + "Dice": 0.8148643059399956, + "FN": 4150, + "FP": 1669, + "IoU": 0.6875704697986578, + "TN": 2609855, + "TP": 12806, + "n_pred": 14475, + "n_ref": 16956 + }, + "6": { + "Dice": 0.9739782424666249, + "FN": 7955, + "FP": 6892, + "IoU": 0.9492764020990488, + "TN": 2335776, + "TP": 277857, + "n_pred": 284749, + "n_ref": 285812 + }, + "7": { + "Dice": 0.8934324659231723, + "FN": 220, + "FP": 1156, + "IoU": 0.8073908174692049, + "TN": 2621336, + "TP": 5768, + "n_pred": 6924, + "n_ref": 5988 + }, + "8": { + "Dice": 0.9684082802175311, + "FN": 3066, + "FP": 1256, + "IoU": 0.9387515057039609, + "TN": 2557915, + "TP": 66243, + "n_pred": 67499, + "n_ref": 69309 + }, + "9": { + "Dice": 0.8934982332155477, + "FN": 2427, + "FP": 6615, + "IoU": 0.8074982435971131, + "TN": 2581509, + "TP": 37929, + "n_pred": 44544, + "n_ref": 40356 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5081728, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7713131313131313, + "FN": 2738, + "FP": 658, + "IoU": 0.627754028280171, + "TN": 5072605, + "TP": 5727, + "n_pred": 6385, + "n_ref": 8465 + }, + "11": { + "Dice": 0.5865580448065173, + "FN": 403, + "FP": 3, + "IoU": 0.414985590778098, + "TN": 5081034, + "TP": 288, + "n_pred": 291, + "n_ref": 691 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5081728, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7755668147980412, + "FN": 6587, + "FP": 1342, + "IoU": 0.6334088492302002, + "TN": 5060099, + "TP": 13700, + "n_pred": 15042, + "n_ref": 20287 + }, + "14": { + "Dice": 0.8071247720561137, + "FN": 4853, + "FP": 75743, + "IoU": 0.6766212870790552, + "TN": 4832497, + "TP": 168635, + "n_pred": 244378, + "n_ref": 173488 + }, + "15": { + "Dice": 0.9397021431166, + "FN": 329, + "FP": 667, + "IoU": 0.8862624186365193, + "TN": 5072971, + "TP": 7761, + "n_pred": 8428, + "n_ref": 8090 + }, + "2": { + "Dice": 0.9718193376371693, + "FN": 1918, + "FP": 2648, + "IoU": 0.9451834421820976, + "TN": 4998432, + "TP": 78730, + "n_pred": 81378, + "n_ref": 80648 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5081728, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.041649561485351747, + "FN": 24764, + "FP": 915, + "IoU": 0.021267675420208104, + "TN": 5055491, + "TP": 558, + "n_pred": 1473, + "n_ref": 25322 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 51, + "IoU": 0.0, + "TN": 5081677, + "TP": 0, + "n_pred": 51, + "n_ref": 0 + }, + "6": { + "Dice": 0.9514275486947833, + "FN": 24424, + "FP": 15877, + "IoU": 0.9073550878725531, + "TN": 4646723, + "TP": 394704, + "n_pred": 410581, + "n_ref": 419128 + }, + "7": { + "Dice": 0.919032204970648, + "FN": 3053, + "FP": 26463, + "IoU": 0.850193881072741, + "TN": 4884700, + "TP": 167512, + "n_pred": 193975, + "n_ref": 170565 + }, + "8": { + "Dice": 0.8143459915611815, + "FN": 35, + "FP": 53, + "IoU": 0.6868327402135231, + "TN": 5081447, + "TP": 193, + "n_pred": 246, + "n_ref": 228 + }, + "9": { + "Dice": 0.8558880043919846, + "FN": 254, + "FP": 4471, + "IoU": 0.7480806142034548, + "TN": 5062972, + "TP": 14031, + "n_pred": 18502, + "n_ref": 14285 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9493726349332802, + "FN": 431, + "FP": 840, + "IoU": 0.9036245071276918, + "TN": 4017148, + "TP": 11917, + "n_pred": 12757, + "n_ref": 12348 + }, + "10": { + "Dice": 0.8823238306614879, + "FN": 6508, + "FP": 1339, + "IoU": 0.7894270763450959, + "TN": 3993071, + "TP": 29418, + "n_pred": 30757, + "n_ref": 35926 + }, + "11": { + "Dice": 0.8307406547480846, + "FN": 580, + "FP": 149, + "IoU": 0.710484511517077, + "TN": 4027818, + "TP": 1789, + "n_pred": 1938, + "n_ref": 2369 + }, + "12": { + "Dice": 0.8612958856861296, + "FN": 249, + "FP": 314, + "IoU": 0.7563825183903072, + "TN": 4028025, + "TP": 1748, + "n_pred": 2062, + "n_ref": 1997 + }, + "13": { + "Dice": 0.896551724137931, + "FN": 326, + "FP": 418, + "IoU": 0.8125, + "TN": 4026368, + "TP": 3224, + "n_pred": 3642, + "n_ref": 3550 + }, + "14": { + "Dice": 0.5807511737089202, + "FN": 67, + "FP": 1719, + "IoU": 0.40919616275223286, + "TN": 4027313, + "TP": 1237, + "n_pred": 2956, + "n_ref": 1304 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 37321, + "IoU": 0.0, + "TN": 3993015, + "TP": 0, + "n_pred": 37321, + "n_ref": 0 + }, + "2": { + "Dice": 0.9635630643495837, + "FN": 3506, + "FP": 3128, + "IoU": 0.9296880796175981, + "TN": 3935985, + "TP": 87717, + "n_pred": 90845, + "n_ref": 91223 + }, + "3": { + "Dice": 0.9675845969899983, + "FN": 1376, + "FP": 2040, + "IoU": 0.9372047280280887, + "TN": 3975937, + "TP": 50983, + "n_pred": 53023, + "n_ref": 52359 + }, + "4": { + "Dice": 0.0, + "FN": 9, + "FP": 0, + "IoU": 0.0, + "TN": 4030327, + "TP": 0, + "n_pred": 0, + "n_ref": 9 + }, + "5": { + "Dice": 0.5652631578947368, + "FN": 40, + "FP": 786, + "IoU": 0.39398385913426265, + "TN": 4028973, + "TP": 537, + "n_pred": 1323, + "n_ref": 577 + }, + "6": { + "Dice": 0.9289842467410157, + "FN": 7141, + "FP": 6658, + "IoU": 0.8673861648759298, + "TN": 3926282, + "TP": 90255, + "n_pred": 96913, + "n_ref": 97396 + }, + "7": { + "Dice": 0.49202353052282594, + "FN": 22135, + "FP": 182260, + "IoU": 0.3262806419608218, + "TN": 3726953, + "TP": 98988, + "n_pred": 281248, + "n_ref": 121123 + }, + "8": { + "Dice": 0.9739009248701381, + "FN": 115, + "FP": 297, + "IoU": 0.94912952216323, + "TN": 4022237, + "TP": 7687, + "n_pred": 7984, + "n_ref": 7802 + }, + "9": { + "Dice": 0.8981751430731023, + "FN": 1058, + "FP": 2714, + "IoU": 0.8151705213641709, + "TN": 4009928, + "TP": 16636, + "n_pred": 19350, + "n_ref": 17694 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9802076747500509, + "FN": 680, + "FP": 1167, + "IoU": 0.96118361599731, + "TN": 2405665, + "TP": 45736, + "n_pred": 46903, + "n_ref": 46416 + }, + "10": { + "Dice": 0.8888329979879276, + "FN": 291, + "FP": 1035, + "IoU": 0.7999094612947035, + "TN": 2446621, + "TP": 5301, + "n_pred": 6336, + "n_ref": 5592 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8886574074074074, + "FN": 2594, + "FP": 292, + "IoU": 0.7996250781087273, + "TN": 2438845, + "TP": 11517, + "n_pred": 11809, + "n_ref": 14111 + }, + "14": { + "Dice": 0.05822463916261193, + "FN": 46066, + "FP": 0, + "IoU": 0.02998526005474837, + "TN": 2405758, + "TP": 1424, + "n_pred": 1424, + "n_ref": 47490 + }, + "15": { + "Dice": 0.8740604351423478, + "FN": 120, + "FP": 10687, + "IoU": 0.7762942722888074, + "TN": 2404939, + "TP": 37502, + "n_pred": 48189, + "n_ref": 37622 + }, + "2": { + "Dice": 0.4, + "FN": 0, + "FP": 3, + "IoU": 0.25, + "TN": 2453244, + "TP": 1, + "n_pred": 4, + "n_ref": 1 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.733263071071805, + "FN": 5267, + "FP": 554, + "IoU": 0.5788597887425843, + "TN": 2439426, + "TP": 8001, + "n_pred": 8555, + "n_ref": 13268 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9615760442975454, + "FN": 3748, + "FP": 10644, + "IoU": 0.9259956292582594, + "TN": 2258773, + "TP": 180083, + "n_pred": 190727, + "n_ref": 183831 + }, + "7": { + "Dice": 0.9098867004626167, + "FN": 5430, + "FP": 4329, + "IoU": 0.8346716812360235, + "TN": 2394220, + "TP": 49269, + "n_pred": 53598, + "n_ref": 54699 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 254, + "IoU": 0.0, + "TN": 2452994, + "TP": 0, + "n_pred": 254, + "n_ref": 0 + }, + "9": { + "Dice": 0.47873739587900044, + "FN": 1188, + "FP": 1, + "IoU": 0.31469740634005766, + "TN": 2451513, + "TP": 546, + "n_pred": 547, + "n_ref": 1734 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9542445196410181, + "FN": 235, + "FP": 76, + "IoU": 0.9124929656724817, + "TN": 1748766, + "TP": 3243, + "n_pred": 3319, + "n_ref": 3478 + }, + "10": { + "Dice": 0.7297171998145573, + "FN": 104, + "FP": 479, + "IoU": 0.5744525547445255, + "TN": 1750950, + "TP": 787, + "n_pred": 1266, + "n_ref": 891 + }, + "11": { + "Dice": 0.4094488188976378, + "FN": 214, + "FP": 11, + "IoU": 0.25742574257425743, + "TN": 1752017, + "TP": 78, + "n_pred": 89, + "n_ref": 292 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.874611656517957, + "FN": 2794, + "FP": 3260, + "IoU": 0.7771643109540636, + "TN": 1725152, + "TP": 21114, + "n_pred": 24374, + "n_ref": 23908 + }, + "14": { + "Dice": 0.8854606490115629, + "FN": 2562, + "FP": 5115, + "IoU": 0.7944633343150116, + "TN": 1714969, + "TP": 29674, + "n_pred": 34789, + "n_ref": 32236 + }, + "15": { + "Dice": 0.9301111178577934, + "FN": 1270, + "FP": 1032, + "IoU": 0.8693530079455165, + "TN": 1734700, + "TP": 15318, + "n_pred": 16350, + "n_ref": 16588 + }, + "2": { + "Dice": 0.7635227219324217, + "FN": 1256, + "FP": 18872, + "IoU": 0.6174983847060165, + "TN": 1699698, + "TP": 32494, + "n_pred": 51366, + "n_ref": 33750 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8708806364507419, + "FN": 3404, + "FP": 1043, + "IoU": 0.771291915243777, + "TN": 1732876, + "TP": 14997, + "n_pred": 16040, + "n_ref": 18401 + }, + "5": { + "Dice": 0.922837980938934, + "FN": 503, + "FP": 590, + "IoU": 0.8567308952680561, + "TN": 1744691, + "TP": 6536, + "n_pred": 7126, + "n_ref": 7039 + }, + "6": { + "Dice": 0.9746270206653052, + "FN": 5750, + "FP": 2313, + "IoU": 0.9505097562622375, + "TN": 1589399, + "TP": 154858, + "n_pred": 157171, + "n_ref": 160608 + }, + "7": { + "Dice": 0.9437876960193003, + "FN": 1610, + "FP": 2817, + "IoU": 0.8935587026039288, + "TN": 1710729, + "TP": 37164, + "n_pred": 39981, + "n_ref": 38774 + }, + "8": { + "Dice": 0.9189044534263514, + "FN": 4719, + "FP": 4069, + "IoU": 0.8499752462570633, + "TN": 1693743, + "TP": 49789, + "n_pred": 53858, + "n_ref": 54508 + }, + "9": { + "Dice": 0.9510440835266821, + "FN": 180, + "FP": 242, + "IoU": 0.9066578190665782, + "TN": 1747799, + "TP": 4099, + "n_pred": 4341, + "n_ref": 4279 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7437423494153899, + "FN": 1557, + "FP": 22727, + "IoU": 0.5920301055036624, + "TN": 3795580, + "TP": 35240, + "n_pred": 57967, + "n_ref": 36797 + }, + "10": { + "Dice": 0.8427171721907084, + "FN": 3475, + "FP": 3235, + "IoU": 0.7281860163655514, + "TN": 3830418, + "TP": 17976, + "n_pred": 21211, + "n_ref": 21451 + }, + "11": { + "Dice": 0.5239320638188368, + "FN": 881, + "FP": 44, + "IoU": 0.35495118549511856, + "TN": 3853670, + "TP": 509, + "n_pred": 553, + "n_ref": 1390 + }, + "12": { + "Dice": 0.5132664437012263, + "FN": 4130, + "FP": 236, + "IoU": 0.34523095380923813, + "TN": 3848436, + "TP": 2302, + "n_pred": 2538, + "n_ref": 6432 + }, + "13": { + "Dice": 0.6905485301363113, + "FN": 7922, + "FP": 7152, + "IoU": 0.527357100304142, + "TN": 3823211, + "TP": 16819, + "n_pred": 23971, + "n_ref": 24741 + }, + "14": { + "Dice": 0.9415324815923513, + "FN": 4369, + "FP": 4596, + "IoU": 0.8895242085546341, + "TN": 3773955, + "TP": 72184, + "n_pred": 76780, + "n_ref": 76553 + }, + "15": { + "Dice": 0.5125480335879311, + "FN": 8904, + "FP": 1371, + "IoU": 0.3445812336543982, + "TN": 3839427, + "TP": 5402, + "n_pred": 6773, + "n_ref": 14306 + }, + "2": { + "Dice": 0.8248337028824834, + "FN": 19, + "FP": 60, + "IoU": 0.7018867924528301, + "TN": 3854839, + "TP": 186, + "n_pred": 246, + "n_ref": 205 + }, + "3": { + "Dice": 0.9541639550750498, + "FN": 5205, + "FP": 5712, + "IoU": 0.9123456393621634, + "TN": 3730558, + "TP": 113629, + "n_pred": 119341, + "n_ref": 118834 + }, + "4": { + "Dice": 0.8663554012530428, + "FN": 2936, + "FP": 413, + "IoU": 0.7642213460996903, + "TN": 3840900, + "TP": 10855, + "n_pred": 11268, + "n_ref": 13791 + }, + "5": { + "Dice": 0.33587786259541985, + "FN": 262, + "FP": 86, + "IoU": 0.2018348623853211, + "TN": 3854668, + "TP": 88, + "n_pred": 174, + "n_ref": 350 + }, + "6": { + "Dice": 0.7672473448639728, + "FN": 559339, + "FP": 2022, + "IoU": 0.6223854734097584, + "TN": 2368506, + "TP": 925237, + "n_pred": 927259, + "n_ref": 1484576 + }, + "7": { + "Dice": 0.27691916021789037, + "FN": 134272, + "FP": 30461, + "IoU": 0.16071164731476434, + "TN": 3658827, + "TP": 31544, + "n_pred": 62005, + "n_ref": 165816 + }, + "8": { + "Dice": 0.9432000513445864, + "FN": 947, + "FP": 1708, + "IoU": 0.8925057694643508, + "TN": 3830405, + "TP": 22044, + "n_pred": 23752, + "n_ref": 22991 + }, + "9": { + "Dice": 0.8072712076890932, + "FN": 5914, + "FP": 3310, + "IoU": 0.6768271319459043, + "TN": 3826562, + "TP": 19318, + "n_pred": 22628, + "n_ref": 25232 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9332011050506481, + "FN": 1434, + "FP": 1395, + "IoU": 0.8747675962815405, + "TN": 2956354, + "TP": 19761, + "n_pred": 21156, + "n_ref": 21195 + }, + "10": { + "Dice": 0.8782734332671122, + "FN": 3621, + "FP": 5815, + "IoU": 0.7829657060054741, + "TN": 2935467, + "TP": 34041, + "n_pred": 39856, + "n_ref": 37662 + }, + "11": { + "Dice": 0.2894736842105263, + "FN": 108, + "FP": 0, + "IoU": 0.16923076923076924, + "TN": 2978814, + "TP": 22, + "n_pred": 22, + "n_ref": 130 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7142410726967984, + "FN": 3527, + "FP": 6532, + "IoU": 0.5555015466195315, + "TN": 2956314, + "TP": 12571, + "n_pred": 19103, + "n_ref": 16098 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.8985985160758451, + "FN": 368, + "FP": 124, + "IoU": 0.8158682634730539, + "TN": 2976272, + "TP": 2180, + "n_pred": 2304, + "n_ref": 2548 + }, + "2": { + "Dice": 0.9644927536231884, + "FN": 981, + "FP": 3625, + "IoU": 0.9314205738278516, + "TN": 2911781, + "TP": 62557, + "n_pred": 66182, + "n_ref": 63538 + }, + "3": { + "Dice": 0.973071154807532, + "FN": 1258, + "FP": 3590, + "IoU": 0.9475546035764125, + "TN": 2886505, + "TP": 87591, + "n_pred": 91181, + "n_ref": 88849 + }, + "4": { + "Dice": 0.8377682403433476, + "FN": 0, + "FP": 189, + "IoU": 0.7208271787296898, + "TN": 2978267, + "TP": 488, + "n_pred": 677, + "n_ref": 488 + }, + "5": { + "Dice": 0.6918706293706294, + "FN": 894, + "FP": 1926, + "IoU": 0.5289007684597394, + "TN": 2972958, + "TP": 3166, + "n_pred": 5092, + "n_ref": 4060 + }, + "6": { + "Dice": 0.9742047413675893, + "FN": 3486, + "FP": 1257, + "IoU": 0.9497068086144189, + "TN": 2884637, + "TP": 89564, + "n_pred": 90821, + "n_ref": 93050 + }, + "7": { + "Dice": 0.9816212611749638, + "FN": 6587, + "FP": 7304, + "IoU": 0.9639058866326279, + "TN": 2594089, + "TP": 370964, + "n_pred": 378268, + "n_ref": 377551 + }, + "8": { + "Dice": 0.9662440870387891, + "FN": 420, + "FP": 1364, + "IoU": 0.9346926822125416, + "TN": 2951627, + "TP": 25533, + "n_pred": 26897, + "n_ref": 25953 + }, + "9": { + "Dice": 0.8785477331367489, + "FN": 637, + "FP": 1999, + "IoU": 0.7834018077239112, + "TN": 2966774, + "TP": 9534, + "n_pred": 11533, + "n_ref": 10171 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9673302636936804, + "FN": 3596, + "FP": 3705, + "IoU": 0.9367276193777624, + "TN": 6893890, + "TP": 108089, + "n_pred": 111794, + "n_ref": 111685 + }, + "10": { + "Dice": 0.906945367405707, + "FN": 1742, + "FP": 2879, + "IoU": 0.8297347089167281, + "TN": 6982140, + "TP": 22519, + "n_pred": 25398, + "n_ref": 24261 + }, + "11": { + "Dice": 0.5913233685745534, + "FN": 1955, + "FP": 287, + "IoU": 0.4197722567287785, + "TN": 7005416, + "TP": 1622, + "n_pred": 1909, + "n_ref": 3577 + }, + "12": { + "Dice": 0.6370106761565836, + "FN": 123, + "FP": 81, + "IoU": 0.46736292428198434, + "TN": 7008897, + "TP": 179, + "n_pred": 260, + "n_ref": 302 + }, + "13": { + "Dice": 0.5474687705456937, + "FN": 1428, + "FP": 26104, + "IoU": 0.3769067125333816, + "TN": 6965094, + "TP": 16654, + "n_pred": 42758, + "n_ref": 18082 + }, + "14": { + "Dice": 0.06887420350163732, + "FN": 10912, + "FP": 304140, + "IoU": 0.035665311719476955, + "TN": 6682576, + "TP": 11652, + "n_pred": 315792, + "n_ref": 22564 + }, + "15": { + "Dice": 0.3939549529817708, + "FN": 4220, + "FP": 164569, + "IoU": 0.24529508292011143, + "TN": 6785631, + "TP": 54860, + "n_pred": 219429, + "n_ref": 59080 + }, + "2": { + "Dice": 0.9738683875658971, + "FN": 393, + "FP": 757, + "IoU": 0.9490677177908676, + "TN": 6986701, + "TP": 21429, + "n_pred": 22186, + "n_ref": 21822 + }, + "3": { + "Dice": 0.9437152953054013, + "FN": 363, + "FP": 975, + "IoU": 0.8934289127837515, + "TN": 6996725, + "TP": 11217, + "n_pred": 12192, + "n_ref": 11580 + }, + "4": { + "Dice": 0.8437734489900051, + "FN": 3014, + "FP": 2191, + "IoU": 0.7297648097191215, + "TN": 6990019, + "TP": 14056, + "n_pred": 16247, + "n_ref": 17070 + }, + "5": { + "Dice": 0.9059781396386348, + "FN": 1344, + "FP": 342, + "IoU": 0.8281170353756754, + "TN": 6999471, + "TP": 8123, + "n_pred": 8465, + "n_ref": 9467 + }, + "6": { + "Dice": 0.3434072852478745, + "FN": 15577, + "FP": 1162915, + "IoU": 0.20729735329015872, + "TN": 5522604, + "TP": 308184, + "n_pred": 1471099, + "n_ref": 323761 + }, + "7": { + "Dice": 0.975843592460903, + "FN": 4561, + "FP": 7634, + "IoU": 0.9528267218536642, + "TN": 6750765, + "TP": 246320, + "n_pred": 253954, + "n_ref": 250881 + }, + "8": { + "Dice": 0.9692621000742278, + "FN": 1054, + "FP": 561, + "IoU": 0.9403574857818155, + "TN": 6982202, + "TP": 25463, + "n_pred": 26024, + "n_ref": 26517 + }, + "9": { + "Dice": 0.8696487296644452, + "FN": 2755, + "FP": 6203, + "IoU": 0.7693614830072091, + "TN": 6970440, + "TP": 29882, + "n_pred": 36085, + "n_ref": 32637 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9831777114126942, + "FN": 735, + "FP": 3715, + "IoU": 0.966912038069745, + "TN": 2318758, + "TP": 130040, + "n_pred": 133755, + "n_ref": 130775 + }, + "10": { + "Dice": 0.8642894056847545, + "FN": 554, + "FP": 3385, + "IoU": 0.7610120131052057, + "TN": 2436766, + "TP": 12543, + "n_pred": 15928, + "n_ref": 13097 + }, + "11": { + "Dice": 0.7987183888316741, + "FN": 946, + "FP": 813, + "IoU": 0.6648885502000381, + "TN": 2447999, + "TP": 3490, + "n_pred": 4303, + "n_ref": 4436 + }, + "12": { + "Dice": 0.0, + "FN": 82, + "FP": 4, + "IoU": 0.0, + "TN": 2453162, + "TP": 0, + "n_pred": 4, + "n_ref": 82 + }, + "13": { + "Dice": 0.7564363226612448, + "FN": 4940, + "FP": 5003, + "IoU": 0.6082811330417996, + "TN": 2427865, + "TP": 15440, + "n_pred": 20443, + "n_ref": 20380 + }, + "14": { + "Dice": 0.12987113352267238, + "FN": 44045, + "FP": 992, + "IoU": 0.06944501838918964, + "TN": 2404850, + "TP": 3361, + "n_pred": 4353, + "n_ref": 47406 + }, + "15": { + "Dice": 0.7192964722531082, + "FN": 2254, + "FP": 523, + "IoU": 0.5616416732438831, + "TN": 2446913, + "TP": 3558, + "n_pred": 4081, + "n_ref": 5812 + }, + "2": { + "Dice": 0.6500538878778777, + "FN": 94054, + "FP": 4979, + "IoU": 0.4815406200592627, + "TN": 2262234, + "TP": 91981, + "n_pred": 96960, + "n_ref": 186035 + }, + "3": { + "Dice": 0.5835623658747788, + "FN": 127922, + "FP": 4810, + "IoU": 0.41199298282919566, + "TN": 2227516, + "TP": 93000, + "n_pred": 97810, + "n_ref": 220922 + }, + "4": { + "Dice": 0.9245200058625238, + "FN": 245, + "FP": 270, + "IoU": 0.8596347778686291, + "TN": 2449579, + "TP": 3154, + "n_pred": 3424, + "n_ref": 3399 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.976635268927345, + "FN": 2153, + "FP": 5420, + "IoU": 0.9543374314880583, + "TN": 2287401, + "TP": 158274, + "n_pred": 163694, + "n_ref": 160427 + }, + "7": { + "Dice": 0.9325401140123332, + "FN": 2932, + "FP": 1411, + "IoU": 0.8736067052763308, + "TN": 2418887, + "TP": 30018, + "n_pred": 31429, + "n_ref": 32950 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8016701461377871, + "FN": 551, + "FP": 1254, + "IoU": 0.6689895470383276, + "TN": 2447795, + "TP": 3648, + "n_pred": 4902, + "n_ref": 4199 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9059447625463118, + "FN": 1771, + "FP": 463, + "IoU": 0.8280612637574079, + "TN": 863167, + "TP": 10759, + "n_pred": 11222, + "n_ref": 12530 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 876158, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8348882538841473, + "FN": 6178, + "FP": 2547, + "IoU": 0.7165735446985447, + "TN": 845376, + "TP": 22059, + "n_pred": 24606, + "n_ref": 28237 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9368448410291952, + "FN": 985, + "FP": 1202, + "IoU": 0.8811929595827901, + "TN": 857752, + "TP": 16221, + "n_pred": 17423, + "n_ref": 17206 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7637422642883145, + "FN": 469, + "FP": 180, + "IoU": 0.6177856301531213, + "TN": 874462, + "TP": 1049, + "n_pred": 1229, + "n_ref": 1518 + }, + "5": { + "Dice": 0.9073789928860371, + "FN": 553, + "FP": 775, + "IoU": 0.8304608706753479, + "TN": 868327, + "TP": 6505, + "n_pred": 7280, + "n_ref": 7058 + }, + "6": { + "Dice": 0.9546145005344671, + "FN": 8558, + "FP": 2736, + "IoU": 0.9131698316291228, + "TN": 746090, + "TP": 118776, + "n_pred": 121512, + "n_ref": 127334 + }, + "7": { + "Dice": 0.7761497113278917, + "FN": 1047, + "FP": 10197, + "IoU": 0.6341868106841917, + "TN": 845423, + "TP": 19493, + "n_pred": 29690, + "n_ref": 20540 + }, + "8": { + "Dice": 0.9640294040735683, + "FN": 594, + "FP": 1882, + "IoU": 0.9305567241621091, + "TN": 840505, + "TP": 33179, + "n_pred": 35061, + "n_ref": 33773 + }, + "9": { + "Dice": 0.8718027062418158, + "FN": 1057, + "FP": 4817, + "IoU": 0.7727395829303207, + "TN": 850313, + "TP": 19973, + "n_pred": 24790, + "n_ref": 21030 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9768696739380779, + "FN": 446, + "FP": 257, + "IoU": 0.9547851813738102, + "TN": 1912004, + "TP": 14845, + "n_pred": 15102, + "n_ref": 15291 + }, + "10": { + "Dice": 0.8926031767129661, + "FN": 3275, + "FP": 3189, + "IoU": 0.8060373282122066, + "TN": 1894226, + "TP": 26862, + "n_pred": 30051, + "n_ref": 30137 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8691607684529828, + "FN": 591, + "FP": 56, + "IoU": 0.7685979971387696, + "TN": 1924756, + "TP": 2149, + "n_pred": 2205, + "n_ref": 2740 + }, + "13": { + "Dice": 0.7992351816443595, + "FN": 5800, + "FP": 500, + "IoU": 0.6656050955414012, + "TN": 1908712, + "TP": 12540, + "n_pred": 13040, + "n_ref": 18340 + }, + "14": { + "Dice": 0.8998166835744923, + "FN": 5196, + "FP": 433, + "IoU": 0.8178788663129287, + "TN": 1896644, + "TP": 25279, + "n_pred": 25712, + "n_ref": 30475 + }, + "15": { + "Dice": 0.870046868342565, + "FN": 1036, + "FP": 184, + "IoU": 0.7699849170437406, + "TN": 1922248, + "TP": 4084, + "n_pred": 4268, + "n_ref": 5120 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9527346387575962, + "FN": 83, + "FP": 57, + "IoU": 0.9097356544165055, + "TN": 1926001, + "TP": 1411, + "n_pred": 1468, + "n_ref": 1494 + }, + "4": { + "Dice": 0.9540394402035624, + "FN": 1549, + "FP": 1919, + "IoU": 0.9121179869241295, + "TN": 1888090, + "TP": 35994, + "n_pred": 37913, + "n_ref": 37543 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9636877476497553, + "FN": 3093, + "FP": 4385, + "IoU": 0.9299202489058824, + "TN": 1820845, + "TP": 99229, + "n_pred": 103614, + "n_ref": 102322 + }, + "7": { + "Dice": 0.9441915968252206, + "FN": 2315, + "FP": 1707, + "IoU": 0.8942830858194244, + "TN": 1889507, + "TP": 34023, + "n_pred": 35730, + "n_ref": 36338 + }, + "8": { + "Dice": 0.9698338870431894, + "FN": 114, + "FP": 794, + "IoU": 0.9414344685242518, + "TN": 1912048, + "TP": 14596, + "n_pred": 15390, + "n_ref": 14710 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8993459723487044, + "FN": 1745, + "FP": 4334, + "IoU": 0.817101423112796, + "TN": 2770475, + "TP": 27158, + "n_pred": 31492, + "n_ref": 28903 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.739742804654011, + "FN": 542, + "FP": 1158, + "IoU": 0.586977648202138, + "TN": 2799596, + "TP": 2416, + "n_pred": 3574, + "n_ref": 2958 + }, + "13": { + "Dice": 0.9162407426723689, + "FN": 913, + "FP": 693, + "IoU": 0.8454282964388835, + "TN": 2793322, + "TP": 8784, + "n_pred": 9477, + "n_ref": 9697 + }, + "14": { + "Dice": 0.9183529078817037, + "FN": 1123, + "FP": 1185, + "IoU": 0.8490319204604919, + "TN": 2788424, + "TP": 12980, + "n_pred": 14165, + "n_ref": 14103 + }, + "15": { + "Dice": 0.8889714862209951, + "FN": 3162, + "FP": 1020, + "IoU": 0.800133817625693, + "TN": 2782788, + "TP": 16742, + "n_pred": 17762, + "n_ref": 19904 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9825238772607193, + "FN": 232, + "FP": 284, + "IoU": 0.9656480926702616, + "TN": 2788691, + "TP": 14505, + "n_pred": 14789, + "n_ref": 14737 + }, + "4": { + "Dice": 0.6669489731103112, + "FN": 1122, + "FP": 451, + "IoU": 0.5003176620076238, + "TN": 2800564, + "TP": 1575, + "n_pred": 2026, + "n_ref": 2697 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9350134017570133, + "FN": 950, + "FP": 5863, + "IoU": 0.8779579041648007, + "TN": 2747887, + "TP": 49012, + "n_pred": 54875, + "n_ref": 49962 + }, + "7": { + "Dice": 0.9929434355129588, + "FN": 3052, + "FP": 2872, + "IoU": 0.9859857633902908, + "TN": 2380999, + "TP": 416789, + "n_pred": 419661, + "n_ref": 419841 + }, + "8": { + "Dice": 0.9490949214206901, + "FN": 1100, + "FP": 607, + "IoU": 0.9031214528944381, + "TN": 2786092, + "TP": 15913, + "n_pred": 16520, + "n_ref": 17013 + }, + "9": { + "Dice": 0.9208782217373517, + "FN": 617, + "FP": 2284, + "IoU": 0.8533589445483496, + "TN": 2783929, + "TP": 16882, + "n_pred": 19166, + "n_ref": 17499 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9781799330788444, + "FN": 286, + "FP": 177, + "IoU": 0.9572917627525136, + "TN": 1391015, + "TP": 10378, + "n_pred": 10555, + "n_ref": 10664 + }, + "10": { + "Dice": 0.8905245772144627, + "FN": 1595, + "FP": 1454, + "IoU": 0.8026537216828479, + "TN": 1386406, + "TP": 12401, + "n_pred": 13855, + "n_ref": 13996 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8723821989528796, + "FN": 117, + "FP": 273, + "IoU": 0.7736506094022054, + "TN": 1400133, + "TP": 1333, + "n_pred": 1606, + "n_ref": 1450 + }, + "13": { + "Dice": 0.683569216520506, + "FN": 641, + "FP": 10292, + "IoU": 0.5192595198311494, + "TN": 1379114, + "TP": 11809, + "n_pred": 22101, + "n_ref": 12450 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.8073299678022021, + "FN": 4370, + "FP": 477, + "IoU": 0.6769097453672843, + "TN": 1386854, + "TP": 10155, + "n_pred": 10632, + "n_ref": 14525 + }, + "2": { + "Dice": 0.9751676635852818, + "FN": 1692, + "FP": 2692, + "IoU": 0.9515387336399009, + "TN": 1311392, + "TP": 86080, + "n_pred": 88772, + "n_ref": 87772 + }, + "3": { + "Dice": 0.9734760155459724, + "FN": 1789, + "FP": 702, + "IoU": 0.9483227185029978, + "TN": 1353653, + "TP": 45712, + "n_pred": 46414, + "n_ref": 47501 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8855994510342123, + "FN": 555, + "FP": 612, + "IoU": 0.7946868402533427, + "TN": 1396172, + "TP": 4517, + "n_pred": 5129, + "n_ref": 5072 + }, + "7": { + "Dice": 0.8261626461079333, + "FN": 916, + "FP": 1181, + "IoU": 0.7038135593220339, + "TN": 1394776, + "TP": 4983, + "n_pred": 6164, + "n_ref": 5899 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9396698227725176, + "FN": 168, + "FP": 826, + "IoU": 0.8862049227246709, + "TN": 1393121, + "TP": 7741, + "n_pred": 8567, + "n_ref": 7909 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0401.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.7362245377196397, + "FN": 8777.506666666666, + "FP": 9429.253333333332, + "IoU": 0.6513192742469907, + "TN": 2714092.9977777777, + "TP": 42206.908888888895, + "n_pred": 51636.16222222222, + "n_ref": 50984.41555555556 + }, + "mean": { + "1": { + "Dice": 0.838227522527666, + "FN": 9531.666666666666, + "FP": 4181.6, + "IoU": 0.7644252209075826, + "TN": 2690065.1666666665, + "TP": 70728.23333333334, + "n_pred": 74909.83333333333, + "n_ref": 80259.9 + }, + "10": { + "Dice": 0.7918309881744579, + "FN": 5690.3, + "FP": 4134.833333333333, + "IoU": 0.6794528316852436, + "TN": 2741165.066666667, + "TP": 23516.466666666667, + "n_pred": 27651.3, + "n_ref": 29206.766666666666 + }, + "11": { + "Dice": 0.5457654158210783, + "FN": 219.7, + "FP": 272.46666666666664, + "IoU": 0.41795261603307354, + "TN": 2773488.2, + "TP": 526.3, + "n_pred": 798.7666666666667, + "n_ref": 746.0 + }, + "12": { + "Dice": 0.32110983097453627, + "FN": 430.7, + "FP": 136.5, + "IoU": 0.24892395453142743, + "TN": 2773386.6333333333, + "TP": 552.8333333333334, + "n_pred": 689.3333333333334, + "n_ref": 983.5333333333333 + }, + "13": { + "Dice": 0.7148137458644375, + "FN": 9019.566666666668, + "FP": 3990.4, + "IoU": 0.5791869312300932, + "TN": 2743600.2, + "TP": 17896.5, + "n_pred": 21886.9, + "n_ref": 26916.066666666666 + }, + "14": { + "Dice": 0.6615932090201804, + "FN": 2341.4, + "FP": 16035.7, + "IoU": 0.5971727133546257, + "TN": 2726379.1, + "TP": 29750.466666666667, + "n_pred": 45786.166666666664, + "n_ref": 32091.866666666665 + }, + "15": { + "Dice": 0.730112729019126, + "FN": 3157.6666666666665, + "FP": 5589.733333333334, + "IoU": 0.6435930031769058, + "TN": 2744448.8333333335, + "TP": 21310.433333333334, + "n_pred": 26900.166666666668, + "n_ref": 24468.1 + }, + "2": { + "Dice": 0.8084018127683694, + "FN": 15068.6, + "FP": 4600.7, + "IoU": 0.7533039622678971, + "TN": 2708809.466666667, + "TP": 46027.9, + "n_pred": 50628.6, + "n_ref": 61096.5 + }, + "3": { + "Dice": 0.8674254585190482, + "FN": 32668.966666666667, + "FP": 2924.2, + "IoU": 0.8114671668557435, + "TN": 2694651.2333333334, + "TP": 44262.26666666667, + "n_pred": 47186.46666666667, + "n_ref": 76931.23333333334 + }, + "4": { + "Dice": 0.728947272310705, + "FN": 2274.4333333333334, + "FP": 2483.7, + "IoU": 0.6377727197830727, + "TN": 2759502.966666667, + "TP": 10245.566666666668, + "n_pred": 12729.266666666666, + "n_ref": 12520.0 + }, + "5": { + "Dice": 0.579797241514473, + "FN": 1165.0333333333333, + "FP": 783.9333333333333, + "IoU": 0.47413341494266287, + "TN": 2769619.6666666665, + "TP": 2938.0333333333333, + "n_pred": 3721.9666666666667, + "n_ref": 4103.066666666667 + }, + "6": { + "Dice": 0.8820114226694973, + "FN": 32767.866666666665, + "FP": 65652.8, + "IoU": 0.8146978916250294, + "TN": 2464927.2666666666, + "TP": 211158.73333333334, + "n_pred": 276811.5333333333, + "n_ref": 243926.6 + }, + "7": { + "Dice": 0.845112763227551, + "FN": 13899.2, + "FP": 25195.433333333334, + "IoU": 0.771815852537896, + "TN": 2622988.3333333335, + "TP": 112423.7, + "n_pred": 137619.13333333333, + "n_ref": 126322.9 + }, + "8": { + "Dice": 0.8843950720059719, + "FN": 1430.3, + "FP": 2782.9, + "IoU": 0.8251297746235058, + "TN": 2744679.6, + "TP": 25613.866666666665, + "n_pred": 28396.766666666666, + "n_ref": 27044.166666666668 + }, + "9": { + "Dice": 0.8438235813774958, + "FN": 1997.2, + "FP": 2673.9, + "IoU": 0.7507610601501011, + "TN": 2753683.2333333334, + "TP": 16152.333333333334, + "n_pred": 18826.233333333334, + "n_ref": 18149.533333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9272046589018302, + "FN": 2304, + "FP": 3646, + "IoU": 0.8642884839084917, + "TN": 3460797, + "TP": 37893, + "n_pred": 41539, + "n_ref": 40197 + }, + "10": { + "Dice": 0.39919864117416487, + "FN": 10628, + "FP": 3167, + "IoU": 0.24937425182283166, + "TN": 3486262, + "TP": 4583, + "n_pred": 7750, + "n_ref": 15211 + }, + "11": { + "Dice": 0.5946512847404299, + "FN": 816, + "FP": 730, + "IoU": 0.42313432835820897, + "TN": 3501960, + "TP": 1134, + "n_pred": 1864, + "n_ref": 1950 + }, + "12": { + "Dice": 0.0, + "FN": 78, + "FP": 367, + "IoU": 0.0, + "TN": 3504195, + "TP": 0, + "n_pred": 367, + "n_ref": 78 + }, + "13": { + "Dice": 0.4597788405577064, + "FN": 39976, + "FP": 2722, + "IoU": 0.2985148189524873, + "TN": 3443772, + "TP": 18170, + "n_pred": 20892, + "n_ref": 58146 + }, + "14": { + "Dice": 0.12096878642662867, + "FN": 675, + "FP": 33260, + "IoU": 0.06437827405569341, + "TN": 3468370, + "TP": 2335, + "n_pred": 35595, + "n_ref": 3010 + }, + "15": { + "Dice": 0.872040556784725, + "FN": 6962, + "FP": 383, + "IoU": 0.773113396966608, + "TN": 3472267, + "TP": 25028, + "n_pred": 25411, + "n_ref": 31990 + }, + "2": { + "Dice": 0.927890429263404, + "FN": 4603, + "FP": 6190, + "IoU": 0.8654809681681083, + "TN": 3424406, + "TP": 69441, + "n_pred": 75631, + "n_ref": 74044 + }, + "3": { + "Dice": 0.0, + "FN": 820975, + "FP": 0, + "IoU": 0.0, + "TN": 2683665, + "TP": 0, + "n_pred": 0, + "n_ref": 820975 + }, + "4": { + "Dice": 0.7387988937178981, + "FN": 5403, + "FP": 7819, + "IoU": 0.585789918862191, + "TN": 3472719, + "TP": 18699, + "n_pred": 26518, + "n_ref": 24102 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 3504635, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "6": { + "Dice": 0.21728906029536263, + "FN": 5118, + "FP": 702167, + "IoU": 0.12188687209793161, + "TN": 2699180, + "TP": 98175, + "n_pred": 800342, + "n_ref": 103293 + }, + "7": { + "Dice": 0.8351382251226734, + "FN": 73919, + "FP": 18945, + "IoU": 0.7169419094472589, + "TN": 3176566, + "TP": 235210, + "n_pred": 254155, + "n_ref": 309129 + }, + "8": { + "Dice": 0.9229383990337103, + "FN": 1956, + "FP": 1553, + "IoU": 0.8569040045673273, + "TN": 3480118, + "TP": 21013, + "n_pred": 22566, + "n_ref": 22969 + }, + "9": { + "Dice": 0.5473071324599709, + "FN": 2180, + "FP": 308, + "IoU": 0.37675350701402804, + "TN": 3500648, + "TP": 1504, + "n_pred": 1812, + "n_ref": 3684 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9688810901214597, + "FN": 6299, + "FP": 1646, + "IoU": 0.9396405020208466, + "TN": 1445460, + "TP": 123683, + "n_pred": 125329, + "n_ref": 129982 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 199, + "FP": 0, + "IoU": 0.0, + "TN": 1576889, + "TP": 0, + "n_pred": 0, + "n_ref": 199 + }, + "13": { + "Dice": 0.07476635514018691, + "FN": 99, + "FP": 0, + "IoU": 0.038834951456310676, + "TN": 1576985, + "TP": 4, + "n_pred": 4, + "n_ref": 103 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 903, + "IoU": 0.0, + "TN": 1576185, + "TP": 0, + "n_pred": 903, + "n_ref": 0 + }, + "3": { + "Dice": 0.963395225464191, + "FN": 7373, + "FP": 3253, + "IoU": 0.9293756397134084, + "TN": 1426630, + "TP": 139832, + "n_pred": 143085, + "n_ref": 147205 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7932914908941249, + "FN": 2992, + "FP": 1026, + "IoU": 0.6574010914051842, + "TN": 1565360, + "TP": 7710, + "n_pred": 8736, + "n_ref": 10702 + }, + "6": { + "Dice": 0.9054655643260634, + "FN": 1764, + "FP": 763, + "IoU": 0.8272609200902318, + "TN": 1562459, + "TP": 12102, + "n_pred": 12865, + "n_ref": 13866 + }, + "7": { + "Dice": 0.9341789509770312, + "FN": 553, + "FP": 599, + "IoU": 0.8764876165969765, + "TN": 1567761, + "TP": 8175, + "n_pred": 8774, + "n_ref": 8728 + }, + "8": { + "Dice": 0.9169025288121797, + "FN": 2314, + "FP": 6670, + "IoU": 0.8465558762745734, + "TN": 1518539, + "TP": 49565, + "n_pred": 56235, + "n_ref": 51879 + }, + "9": { + "Dice": 0.8873532960403642, + "FN": 2107, + "FP": 974, + "IoU": 0.7975157728706624, + "TN": 1561872, + "TP": 12135, + "n_pred": 13109, + "n_ref": 14242 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7359509560648081, + "FN": 4704, + "FP": 9768, + "IoU": 0.582217090069284, + "TN": 1717680, + "TP": 20168, + "n_pred": 29936, + "n_ref": 24872 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.632183908045977, + "FN": 104, + "FP": 88, + "IoU": 0.46218487394957986, + "TN": 1751963, + "TP": 165, + "n_pred": 253, + "n_ref": 269 + }, + "13": { + "Dice": 0.6790117319546629, + "FN": 7027, + "FP": 5887, + "IoU": 0.5140179881834945, + "TN": 1725747, + "TP": 13659, + "n_pred": 19546, + "n_ref": 20686 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2994, + "IoU": 0.0, + "TN": 1749326, + "TP": 0, + "n_pred": 2994, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.5532544378698225, + "FN": 260, + "FP": 42, + "IoU": 0.3824130879345603, + "TN": 1751831, + "TP": 187, + "n_pred": 229, + "n_ref": 447 + }, + "5": { + "Dice": 0.6127432634730539, + "FN": 4181, + "FP": 4097, + "IoU": 0.4416942065151413, + "TN": 1737493, + "TP": 6549, + "n_pred": 10646, + "n_ref": 10730 + }, + "6": { + "Dice": 0.9548576774021115, + "FN": 8729, + "FP": 9850, + "IoU": 0.9136149754500819, + "TN": 1537248, + "TP": 196493, + "n_pred": 206343, + "n_ref": 205222 + }, + "7": { + "Dice": 0.8723503866457872, + "FN": 29217, + "FP": 2411, + "IoU": 0.7736005726556908, + "TN": 1612620, + "TP": 108072, + "n_pred": 110483, + "n_ref": 137289 + }, + "8": { + "Dice": 0.848578911630614, + "FN": 2104, + "FP": 5701, + "IoU": 0.7369839932603202, + "TN": 1722645, + "TP": 21870, + "n_pred": 27571, + "n_ref": 23974 + }, + "9": { + "Dice": 0.8299143421919614, + "FN": 2790, + "FP": 4954, + "IoU": 0.7092765701843301, + "TN": 1725683, + "TP": 18893, + "n_pred": 23847, + "n_ref": 21683 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7846735218047504, + "FN": 164884, + "FP": 3039, + "IoU": 0.6456483388479979, + "TN": 3731680, + "TP": 305965, + "n_pred": 309004, + "n_ref": 470849 + }, + "10": { + "Dice": 0.6489820713718282, + "FN": 14488, + "FP": 8047, + "IoU": 0.4803652546867434, + "TN": 4162201, + "TP": 20832, + "n_pred": 28879, + "n_ref": 35320 + }, + "11": { + "Dice": 0.66015625, + "FN": 50, + "FP": 124, + "IoU": 0.49271137026239065, + "TN": 4205225, + "TP": 169, + "n_pred": 293, + "n_ref": 219 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4205568, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6478606484980377, + "FN": 35959, + "FP": 2714, + "IoU": 0.4791374851847861, + "TN": 4131320, + "TP": 35575, + "n_pred": 38289, + "n_ref": 71534 + }, + "14": { + "Dice": 0.9586267011736512, + "FN": 9546, + "FP": 5785, + "IoU": 0.9205408879352345, + "TN": 4012626, + "TP": 177611, + "n_pred": 183396, + "n_ref": 187157 + }, + "15": { + "Dice": 0.8014581434709023, + "FN": 4377, + "FP": 198, + "IoU": 0.6686943297849228, + "TN": 4191759, + "TP": 9234, + "n_pred": 9432, + "n_ref": 13611 + }, + "2": { + "Dice": 0.9330509754124064, + "FN": 3897, + "FP": 13396, + "IoU": 0.8745037990667431, + "TN": 4067771, + "TP": 120504, + "n_pred": 133900, + "n_ref": 124401 + }, + "3": { + "Dice": 0.7256074347777405, + "FN": 12055, + "FP": 198, + "IoU": 0.5693751317916638, + "TN": 4177114, + "TP": 16201, + "n_pred": 16399, + "n_ref": 28256 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4205568, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.48494623655913977, + "FN": 286, + "FP": 672, + "IoU": 0.32008516678495386, + "TN": 4204159, + "TP": 451, + "n_pred": 1123, + "n_ref": 737 + }, + "6": { + "Dice": 0.7523939258373086, + "FN": 38340, + "FP": 158696, + "IoU": 0.6030701047542305, + "TN": 3709168, + "TP": 299364, + "n_pred": 458060, + "n_ref": 337704 + }, + "7": { + "Dice": 0.7920401445004747, + "FN": 46615, + "FP": 37720, + "IoU": 0.6556841611039663, + "TN": 3960633, + "TP": 160600, + "n_pred": 198320, + "n_ref": 207215 + }, + "8": { + "Dice": 0.9370981902631057, + "FN": 4010, + "FP": 2653, + "IoU": 0.8816413535837996, + "TN": 4149273, + "TP": 49632, + "n_pred": 52285, + "n_ref": 53642 + }, + "9": { + "Dice": 0.9021361936094461, + "FN": 3329, + "FP": 5357, + "IoU": 0.8217195870363909, + "TN": 4156847, + "TP": 40035, + "n_pred": 45392, + "n_ref": 43364 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.71188572455305, + "FN": 125, + "FP": 6289, + "IoU": 0.5526572743757846, + "TN": 5067390, + "TP": 7924, + "n_pred": 14213, + "n_ref": 8049 + }, + "10": { + "Dice": 0.2667989090007439, + "FN": 508, + "FP": 2449, + "IoU": 0.15393419170243205, + "TN": 5078233, + "TP": 538, + "n_pred": 2987, + "n_ref": 1046 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1951, + "IoU": 0.0, + "TN": 5079777, + "TP": 0, + "n_pred": 1951, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2705, + "FP": 0, + "IoU": 0.0, + "TN": 5079023, + "TP": 0, + "n_pred": 0, + "n_ref": 2705 + }, + "13": { + "Dice": 0.7434103325984855, + "FN": 3238, + "FP": 4793, + "IoU": 0.5916094584286804, + "TN": 5062063, + "TP": 11634, + "n_pred": 16427, + "n_ref": 14872 + }, + "14": { + "Dice": 0.02549556398279203, + "FN": 332, + "FP": 221435, + "IoU": 0.012912386276639308, + "TN": 4857060, + "TP": 2901, + "n_pred": 224336, + "n_ref": 3233 + }, + "15": { + "Dice": 0.897569153394803, + "FN": 333, + "FP": 278, + "IoU": 0.8141727493917275, + "TN": 5078440, + "TP": 2677, + "n_pred": 2955, + "n_ref": 3010 + }, + "2": { + "Dice": 0.9218627082121968, + "FN": 3007, + "FP": 6131, + "IoU": 0.8550513141823834, + "TN": 5018685, + "TP": 53905, + "n_pred": 60036, + "n_ref": 56912 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5081728, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7474033773758214, + "FN": 1781, + "FP": 5369, + "IoU": 0.5966832129963899, + "TN": 5064000, + "TP": 10578, + "n_pred": 15947, + "n_ref": 12359 + }, + "5": { + "Dice": 0.5540367175403672, + "FN": 7871, + "FP": 2210, + "IoU": 0.3831609863550144, + "TN": 5065385, + "TP": 6262, + "n_pred": 8472, + "n_ref": 14133 + }, + "6": { + "Dice": 0.8671126488770321, + "FN": 3779, + "FP": 35473, + "IoU": 0.7654005916982937, + "TN": 4914413, + "TP": 128063, + "n_pred": 163536, + "n_ref": 131842 + }, + "7": { + "Dice": 0.7813815886790593, + "FN": 20331, + "FP": 46176, + "IoU": 0.6412028420217846, + "TN": 4896367, + "TP": 118854, + "n_pred": 165030, + "n_ref": 139185 + }, + "8": { + "Dice": 0.9066253181801885, + "FN": 4057, + "FP": 6361, + "IoU": 0.8291991146815313, + "TN": 5020733, + "TP": 50577, + "n_pred": 56938, + "n_ref": 54634 + }, + "9": { + "Dice": 0.8471851312346578, + "FN": 1948, + "FP": 3717, + "IoU": 0.7348839385997754, + "TN": 5060360, + "TP": 15703, + "n_pred": 19420, + "n_ref": 17651 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9146505152695042, + "FN": 24592, + "FP": 36960, + "IoU": 0.8427244202328267, + "TN": 2237116, + "TP": 329812, + "n_pred": 366772, + "n_ref": 354404 + }, + "10": { + "Dice": 0.7020738043429993, + "FN": 5256, + "FP": 8162, + "IoU": 0.5409196660736281, + "TN": 2599252, + "TP": 15810, + "n_pred": 23972, + "n_ref": 21066 + }, + "11": { + "Dice": 0.5852287247636084, + "FN": 900, + "FP": 723, + "IoU": 0.4136560693641618, + "TN": 2625712, + "TP": 1145, + "n_pred": 1868, + "n_ref": 2045 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7032301697207819, + "FN": 4786, + "FP": 4429, + "IoU": 0.5422937465852083, + "TN": 2608347, + "TP": 10918, + "n_pred": 15347, + "n_ref": 15704 + }, + "14": { + "Dice": 0.9020249280434148, + "FN": 2069, + "FP": 5658, + "IoU": 0.8215349793288219, + "TN": 2585183, + "TP": 35570, + "n_pred": 41228, + "n_ref": 37639 + }, + "15": { + "Dice": 0.531524197195839, + "FN": 612, + "FP": 25283, + "IoU": 0.36195638782801526, + "TN": 2587895, + "TP": 14690, + "n_pred": 39973, + "n_ref": 15302 + }, + "2": { + "Dice": 0.9417527294187076, + "FN": 2013, + "FP": 4896, + "IoU": 0.8899174659826009, + "TN": 2565718, + "TP": 55853, + "n_pred": 60749, + "n_ref": 57866 + }, + "3": { + "Dice": 0.9443672902540642, + "FN": 442, + "FP": 920, + "IoU": 0.8945983593870918, + "TN": 2615558, + "TP": 11560, + "n_pred": 12480, + "n_ref": 12002 + }, + "4": { + "Dice": 0.9113363084170075, + "FN": 3536, + "FP": 2186, + "IoU": 0.837114634632355, + "TN": 2593351, + "TP": 29407, + "n_pred": 31593, + "n_ref": 32943 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8061936439221374, + "FN": 34044, + "FP": 17261, + "IoU": 0.675313579809384, + "TN": 2470466, + "TP": 106709, + "n_pred": 123970, + "n_ref": 140753 + }, + "7": { + "Dice": 0.8407582938388626, + "FN": 855, + "FP": 5193, + "IoU": 0.7252657399836467, + "TN": 2606466, + "TP": 15966, + "n_pred": 21159, + "n_ref": 16821 + }, + "8": { + "Dice": 0.864131473342251, + "FN": 375, + "FP": 336, + "IoU": 0.7607671601615074, + "TN": 2625508, + "TP": 2261, + "n_pred": 2597, + "n_ref": 2636 + }, + "9": { + "Dice": 0.8884179682390184, + "FN": 1954, + "FP": 2311, + "IoU": 0.799237431745434, + "TN": 2607236, + "TP": 16979, + "n_pred": 19290, + "n_ref": 18933 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.868142770347697, + "FN": 3438, + "FP": 13707, + "IoU": 0.767007311173321, + "TN": 1503502, + "TP": 56441, + "n_pred": 70148, + "n_ref": 59879 + }, + "10": { + "Dice": 0.8351584512156156, + "FN": 13239, + "FP": 3786, + "IoU": 0.716971722108623, + "TN": 1516935, + "TP": 43128, + "n_pred": 46914, + "n_ref": 56367 + }, + "11": { + "Dice": 0.6952965235173824, + "FN": 53, + "FP": 245, + "IoU": 0.5329153605015674, + "TN": 1576450, + "TP": 340, + "n_pred": 585, + "n_ref": 393 + }, + "12": { + "Dice": 0.7630708140304434, + "FN": 1278, + "FP": 154, + "IoU": 0.6169074371321562, + "TN": 1573350, + "TP": 2306, + "n_pred": 2460, + "n_ref": 3584 + }, + "13": { + "Dice": 0.6688949237518279, + "FN": 3538, + "FP": 9142, + "IoU": 0.502510985561833, + "TN": 1551600, + "TP": 12808, + "n_pred": 21950, + "n_ref": 16346 + }, + "14": { + "Dice": 0.23075219509653214, + "FN": 4992, + "FP": 113106, + "IoU": 0.13042389791695813, + "TN": 1441277, + "TP": 17713, + "n_pred": 130819, + "n_ref": 22705 + }, + "15": { + "Dice": 0.8967488912509621, + "FN": 349, + "FP": 5285, + "IoU": 0.8128239202657808, + "TN": 1546988, + "TP": 24466, + "n_pred": 29751, + "n_ref": 24815 + }, + "2": { + "Dice": 0.5142857142857142, + "FN": 9, + "FP": 8, + "IoU": 0.34615384615384615, + "TN": 1577062, + "TP": 9, + "n_pred": 17, + "n_ref": 18 + }, + "3": { + "Dice": 0.9606164489712419, + "FN": 3487, + "FP": 2866, + "IoU": 0.9242174825842161, + "TN": 1493256, + "TP": 77479, + "n_pred": 80345, + "n_ref": 80966 + }, + "4": { + "Dice": 0.860096180421204, + "FN": 669, + "FP": 4393, + "IoU": 0.7545339928231986, + "TN": 1556466, + "TP": 15560, + "n_pred": 19953, + "n_ref": 16229 + }, + "5": { + "Dice": 0.7872559095580678, + "FN": 94, + "FP": 320, + "IoU": 0.6491525423728813, + "TN": 1575908, + "TP": 766, + "n_pred": 1086, + "n_ref": 860 + }, + "6": { + "Dice": 0.8863236359871622, + "FN": 7661, + "FP": 1123, + "IoU": 0.7958538626010969, + "TN": 1534060, + "TP": 34244, + "n_pred": 35367, + "n_ref": 41905 + }, + "7": { + "Dice": 0.9237550925556096, + "FN": 2549, + "FP": 7950, + "IoU": 0.8583130904183536, + "TN": 1502988, + "TP": 63601, + "n_pred": 71551, + "n_ref": 66150 + }, + "8": { + "Dice": 0.9672936022358184, + "FN": 259, + "FP": 607, + "IoU": 0.9366588648332358, + "TN": 1563416, + "TP": 12806, + "n_pred": 13413, + "n_ref": 13065 + }, + "9": { + "Dice": 0.8923091539594319, + "FN": 617, + "FP": 1650, + "IoU": 0.8055579380735912, + "TN": 1565429, + "TP": 9392, + "n_pred": 11042, + "n_ref": 10009 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9566996299934271, + "FN": 1640, + "FP": 4223, + "IoU": 0.9169934733056786, + "TN": 2557847, + "TP": 64770, + "n_pred": 68993, + "n_ref": 66410 + }, + "10": { + "Dice": 0.8719377159224008, + "FN": 9335, + "FP": 3676, + "IoU": 0.7729517494110462, + "TN": 2571175, + "TP": 44294, + "n_pred": 47970, + "n_ref": 53629 + }, + "11": { + "Dice": 0.45395799676898224, + "FN": 579, + "FP": 97, + "IoU": 0.2936259143155695, + "TN": 2627523, + "TP": 281, + "n_pred": 378, + "n_ref": 860 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7502599653379549, + "FN": 6706, + "FP": 10586, + "IoU": 0.6003328248509222, + "TN": 2585214, + "TP": 25974, + "n_pred": 36560, + "n_ref": 32680 + }, + "14": { + "Dice": 0.7358942629209342, + "FN": 3746, + "FP": 6285, + "IoU": 0.5821461301341332, + "TN": 2604474, + "TP": 13975, + "n_pred": 20260, + "n_ref": 17721 + }, + "15": { + "Dice": 0.9417879204196231, + "FN": 15969, + "FP": 1022, + "IoU": 0.8899803154704862, + "TN": 2474044, + "TP": 137445, + "n_pred": 138467, + "n_ref": 153414 + }, + "2": { + "Dice": 0.97188692266625, + "FN": 1624, + "FP": 535, + "IoU": 0.9453113126298192, + "TN": 2589002, + "TP": 37319, + "n_pred": 37854, + "n_ref": 38943 + }, + "3": { + "Dice": 0.9832359017186058, + "FN": 765, + "FP": 1142, + "IoU": 0.9670246061800765, + "TN": 2570649, + "TP": 55924, + "n_pred": 57066, + "n_ref": 56689 + }, + "4": { + "Dice": 0.8376500315855969, + "FN": 1966, + "FP": 90, + "IoU": 0.7206521739130435, + "TN": 2621120, + "TP": 5304, + "n_pred": 5394, + "n_ref": 7270 + }, + "5": { + "Dice": 0.42683549474114163, + "FN": 4398, + "FP": 1215, + "IoU": 0.27132286122290017, + "TN": 2620777, + "TP": 2090, + "n_pred": 3305, + "n_ref": 6488 + }, + "6": { + "Dice": 0.9338547064920381, + "FN": 7822, + "FP": 2006, + "IoU": 0.8759169244365886, + "TN": 2549275, + "TP": 69377, + "n_pred": 71383, + "n_ref": 77199 + }, + "7": { + "Dice": 0.9365509940785338, + "FN": 6458, + "FP": 5050, + "IoU": 0.8806731576818988, + "TN": 2532039, + "TP": 84933, + "n_pred": 89983, + "n_ref": 91391 + }, + "8": { + "Dice": 0.9455778452458644, + "FN": 959, + "FP": 2877, + "IoU": 0.8967734990985172, + "TN": 2591319, + "TP": 33325, + "n_pred": 36202, + "n_ref": 34284 + }, + "9": { + "Dice": 0.8933414596983087, + "FN": 301, + "FP": 1099, + "IoU": 0.8072421864243425, + "TN": 2621217, + "TP": 5863, + "n_pred": 6962, + "n_ref": 6164 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9561157796451915, + "FN": 991, + "FP": 983, + "IoU": 0.9159212880143113, + "TN": 2079306, + "TP": 21504, + "n_pred": 22487, + "n_ref": 22495 + }, + "10": { + "Dice": 0.8561483483961022, + "FN": 12790, + "FP": 3493, + "IoU": 0.748478482498687, + "TN": 2038046, + "TP": 48455, + "n_pred": 51948, + "n_ref": 61245 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.518095238095238, + "FN": 182, + "FP": 71, + "IoU": 0.3496143958868895, + "TN": 2102395, + "TP": 136, + "n_pred": 207, + "n_ref": 318 + }, + "13": { + "Dice": 0.8159176029962547, + "FN": 2796, + "FP": 5068, + "IoU": 0.6890716432073383, + "TN": 2077492, + "TP": 17428, + "n_pred": 22496, + "n_ref": 20224 + }, + "14": { + "Dice": 0.950692591180582, + "FN": 116, + "FP": 1436, + "IoU": 0.9060191352791571, + "TN": 2086270, + "TP": 14962, + "n_pred": 16398, + "n_ref": 15078 + }, + "15": { + "Dice": 0.9415046353269341, + "FN": 153, + "FP": 560, + "IoU": 0.8894745000775074, + "TN": 2096333, + "TP": 5738, + "n_pred": 6298, + "n_ref": 5891 + }, + "2": { + "Dice": 0.65603616434963, + "FN": 42047, + "FP": 24607, + "IoU": 0.4881352808367507, + "TN": 1972566, + "TP": 63564, + "n_pred": 88171, + "n_ref": 105611 + }, + "3": { + "Dice": 0.8561796445651652, + "FN": 53578, + "FP": 3289, + "IoU": 0.7485263227717956, + "TN": 1876649, + "TP": 169268, + "n_pred": 172557, + "n_ref": 222846 + }, + "4": { + "Dice": 0.02851610631930998, + "FN": 0, + "FP": 16557, + "IoU": 0.014464285714285714, + "TN": 2085984, + "TP": 243, + "n_pred": 16800, + "n_ref": 243 + }, + "5": { + "Dice": 0.8757136583223539, + "FN": 302, + "FP": 264, + "IoU": 0.77890625, + "TN": 2100224, + "TP": 1994, + "n_pred": 2258, + "n_ref": 2296 + }, + "6": { + "Dice": 0.9787084994897045, + "FN": 5937, + "FP": 4640, + "IoU": 0.9583047533448442, + "TN": 1849110, + "TP": 243097, + "n_pred": 247737, + "n_ref": 249034 + }, + "7": { + "Dice": 0.957982091157386, + "FN": 8850, + "FP": 3965, + "IoU": 0.9193528086493562, + "TN": 1943882, + "TP": 146087, + "n_pred": 150052, + "n_ref": 154937 + }, + "8": { + "Dice": 0.9547845170078323, + "FN": 965, + "FP": 230, + "IoU": 0.9134810309875471, + "TN": 2088972, + "TP": 12617, + "n_pred": 12847, + "n_ref": 13582 + }, + "9": { + "Dice": 0.9099268227270986, + "FN": 516, + "FP": 1835, + "IoU": 0.834739209897371, + "TN": 2088558, + "TP": 11875, + "n_pred": 13710, + "n_ref": 12391 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8392857142857143, + "FN": 13, + "FP": 5, + "IoU": 0.7230769230769231, + "TN": 4030271, + "TP": 47, + "n_pred": 52, + "n_ref": 60 + }, + "10": { + "Dice": 0.9389994148624927, + "FN": 1926, + "FP": 1410, + "IoU": 0.885013098028402, + "TN": 4001324, + "TP": 25676, + "n_pred": 27086, + "n_ref": 27602 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9433780947323167, + "FN": 5428, + "FP": 1289, + "IoU": 0.892824661337418, + "TN": 3967663, + "TP": 55956, + "n_pred": 57245, + "n_ref": 61384 + }, + "14": { + "Dice": 0.8855965180295737, + "FN": 3398, + "FP": 571, + "IoU": 0.7946821168072009, + "TN": 4011005, + "TP": 15362, + "n_pred": 15933, + "n_ref": 18760 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 4030316, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "2": { + "Dice": 0.7851928715356121, + "FN": 33563, + "FP": 2043, + "IoU": 0.6463518801771916, + "TN": 3929654, + "TP": 65076, + "n_pred": 67119, + "n_ref": 98639 + }, + "3": { + "Dice": 0.7833412660637792, + "FN": 1629, + "FP": 34787, + "IoU": 0.643846334402629, + "TN": 3928088, + "TP": 65832, + "n_pred": 100619, + "n_ref": 67461 + }, + "4": { + "Dice": 0.9597087110833226, + "FN": 1431, + "FP": 760, + "IoU": 0.9225384479406046, + "TN": 4002051, + "TP": 26094, + "n_pred": 26854, + "n_ref": 27525 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9764593393124842, + "FN": 5359, + "FP": 6434, + "IoU": 0.9540015133903845, + "TN": 3773958, + "TP": 244585, + "n_pred": 251019, + "n_ref": 249944 + }, + "7": { + "Dice": 0.870489899872656, + "FN": 2899, + "FP": 38595, + "IoU": 0.7706791641566682, + "TN": 3849393, + "TP": 139449, + "n_pred": 178044, + "n_ref": 142348 + }, + "8": { + "Dice": 0.9434782608695652, + "FN": 6, + "FP": 20, + "IoU": 0.8930041152263375, + "TN": 4030093, + "TP": 217, + "n_pred": 237, + "n_ref": 223 + }, + "9": { + "Dice": 0.9360783662626598, + "FN": 650, + "FP": 890, + "IoU": 0.8798377028714107, + "TN": 4017520, + "TP": 11276, + "n_pred": 12166, + "n_ref": 11926 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8733216579100992, + "FN": 1501, + "FP": 18, + "IoU": 0.7751295336787565, + "TN": 1044637, + "TP": 5236, + "n_pred": 5254, + "n_ref": 6737 + }, + "10": { + "Dice": 0.8433365429192967, + "FN": 5436, + "FP": 7743, + "IoU": 0.7291114262810631, + "TN": 1002741, + "TP": 35472, + "n_pred": 43215, + "n_ref": 40908 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5699745547073791, + "FN": 935, + "FP": 924, + "IoU": 0.398576512455516, + "TN": 1048301, + "TP": 1232, + "n_pred": 2156, + "n_ref": 2167 + }, + "13": { + "Dice": 0.6181361106123182, + "FN": 16688, + "FP": 4578, + "IoU": 0.44732054680596706, + "TN": 1012914, + "TP": 17212, + "n_pred": 21790, + "n_ref": 33900 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9381964450725662, + "FN": 1521, + "FP": 1890, + "IoU": 0.883587590867206, + "TN": 1022091, + "TP": 25890, + "n_pred": 27780, + "n_ref": 27411 + }, + "3": { + "Dice": 0.9629820788530465, + "FN": 1084, + "FP": 207, + "IoU": 0.9286069789304872, + "TN": 1033309, + "TP": 16792, + "n_pred": 16999, + "n_ref": 17876 + }, + "4": { + "Dice": 0.6779661016949152, + "FN": 13350, + "FP": 64, + "IoU": 0.5128205128205128, + "TN": 1023858, + "TP": 14120, + "n_pred": 14184, + "n_ref": 27470 + }, + "5": { + "Dice": 0.2718006795016987, + "FN": 4, + "FP": 639, + "IoU": 0.15727391874180865, + "TN": 1050629, + "TP": 120, + "n_pred": 759, + "n_ref": 124 + }, + "6": { + "Dice": 0.926922855237264, + "FN": 1957, + "FP": 6918, + "IoU": 0.8637988981139025, + "TN": 986231, + "TP": 56286, + "n_pred": 63204, + "n_ref": 58243 + }, + "7": { + "Dice": 0.9298728450967423, + "FN": 8229, + "FP": 6932, + "IoU": 0.8689367808639574, + "TN": 935715, + "TP": 100516, + "n_pred": 107448, + "n_ref": 108745 + }, + "8": { + "Dice": 0.9506356505274547, + "FN": 580, + "FP": 880, + "IoU": 0.9059157107874726, + "TN": 1035874, + "TP": 14058, + "n_pred": 14938, + "n_ref": 14638 + }, + "9": { + "Dice": 0.9311531841652324, + "FN": 497, + "FP": 863, + "IoU": 0.8711755233494364, + "TN": 1040835, + "TP": 9197, + "n_pred": 10060, + "n_ref": 9694 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9770576413417311, + "FN": 9469, + "FP": 417, + "IoU": 0.9551443764859616, + "TN": 1531924, + "TP": 210510, + "n_pred": 210927, + "n_ref": 219979 + }, + "10": { + "Dice": 0.944422231107557, + "FN": 113, + "FP": 26, + "IoU": 0.8946969696969697, + "TN": 1751000, + "TP": 1181, + "n_pred": 1207, + "n_ref": 1294 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9279154610642848, + "FN": 66, + "FP": 507, + "IoU": 0.8655245247594462, + "TN": 1748059, + "TP": 3688, + "n_pred": 4195, + "n_ref": 3754 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 337, + "IoU": 0.0, + "TN": 1751983, + "TP": 0, + "n_pred": 337, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9597705219916425, + "FN": 542, + "FP": 594, + "IoU": 0.9226526860488867, + "TN": 1737633, + "TP": 13551, + "n_pred": 14145, + "n_ref": 14093 + }, + "4": { + "Dice": 0.9611039794608472, + "FN": 471, + "FP": 135, + "IoU": 0.925120474484122, + "TN": 1744227, + "TP": 7487, + "n_pred": 7622, + "n_ref": 7958 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9235807386737416, + "FN": 2613, + "FP": 7958, + "IoU": 0.8580120886501007, + "TN": 1677870, + "TP": 63879, + "n_pred": 71837, + "n_ref": 66492 + }, + "7": { + "Dice": 0.9716644807708775, + "FN": 2167, + "FP": 4120, + "IoU": 0.9448905173471713, + "TN": 1638238, + "TP": 107795, + "n_pred": 111915, + "n_ref": 109962 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1060, + "IoU": 0.0, + "TN": 1751260, + "TP": 0, + "n_pred": 1060, + "n_ref": 0 + }, + "9": { + "Dice": 0.4294990723562152, + "FN": 28, + "FP": 4892, + "IoU": 0.2734790313053751, + "TN": 1745548, + "TP": 1852, + "n_pred": 6744, + "n_ref": 1880 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7837768548428447, + "FN": 2904, + "FP": 1313, + "IoU": 0.6444350758853289, + "TN": 1915692, + "TP": 7643, + "n_pred": 8956, + "n_ref": 10547 + }, + "10": { + "Dice": 0.724530134786891, + "FN": 17900, + "FP": 2517, + "IoU": 0.5680495906234794, + "TN": 1880285, + "TP": 26850, + "n_pred": 29367, + "n_ref": 44750 + }, + "11": { + "Dice": 0.0, + "FN": 88, + "FP": 0, + "IoU": 0.0, + "TN": 1927464, + "TP": 0, + "n_pred": 0, + "n_ref": 88 + }, + "12": { + "Dice": 0.0, + "FN": 130, + "FP": 0, + "IoU": 0.0, + "TN": 1927422, + "TP": 0, + "n_pred": 0, + "n_ref": 130 + }, + "13": { + "Dice": 0.6955755115430352, + "FN": 8689, + "FP": 6159, + "IoU": 0.5332432177548647, + "TN": 1895741, + "TP": 16963, + "n_pred": 23122, + "n_ref": 25652 + }, + "14": { + "Dice": 0.8619099125980629, + "FN": 3909, + "FP": 7198, + "IoU": 0.7573301289053965, + "TN": 1881782, + "TP": 34663, + "n_pred": 41861, + "n_ref": 38572 + }, + "15": { + "Dice": 0.5862396204033214, + "FN": 6289, + "FP": 14639, + "IoU": 0.41466689041785537, + "TN": 1891798, + "TP": 14826, + "n_pred": 29465, + "n_ref": 21115 + }, + "2": { + "Dice": 0.8914345288800173, + "FN": 15677, + "FP": 1401, + "IoU": 0.8041334067345628, + "TN": 1840360, + "TP": 70114, + "n_pred": 71515, + "n_ref": 85791 + }, + "3": { + "Dice": 0.8952361248866686, + "FN": 5396, + "FP": 11821, + "IoU": 0.8103415988279228, + "TN": 1836773, + "TP": 73562, + "n_pred": 85383, + "n_ref": 78958 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.876724722913368, + "FN": 195, + "FP": 895, + "IoU": 0.7805074506645188, + "TN": 1922586, + "TP": 3876, + "n_pred": 4771, + "n_ref": 4071 + }, + "6": { + "Dice": 0.9277942587715646, + "FN": 18676, + "FP": 14280, + "IoU": 0.8653136455962107, + "TN": 1682865, + "TP": 211731, + "n_pred": 226011, + "n_ref": 230407 + }, + "7": { + "Dice": 0.8940188083029007, + "FN": 11979, + "FP": 4824, + "IoU": 0.8083490162532079, + "TN": 1839877, + "TP": 70872, + "n_pred": 75696, + "n_ref": 82851 + }, + "8": { + "Dice": 0.9585864823409892, + "FN": 1329, + "FP": 750, + "IoU": 0.9204667176740627, + "TN": 1901412, + "TP": 24061, + "n_pred": 24811, + "n_ref": 25390 + }, + "9": { + "Dice": 0.8101364018359299, + "FN": 2457, + "FP": 12228, + "IoU": 0.6808649353471694, + "TN": 1881537, + "TP": 31330, + "n_pred": 43558, + "n_ref": 33787 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9555670856210619, + "FN": 33773, + "FP": 653, + "IoU": 0.9149147565780043, + "TN": 2048642, + "TP": 370180, + "n_pred": 370833, + "n_ref": 403953 + }, + "10": { + "Dice": 0.7667860340196956, + "FN": 254, + "FP": 788, + "IoU": 0.6217785843920145, + "TN": 2450493, + "TP": 1713, + "n_pred": 2501, + "n_ref": 1967 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 468, + "IoU": 0.0, + "TN": 2452780, + "TP": 0, + "n_pred": 468, + "n_ref": 0 + }, + "13": { + "Dice": 0.6653439743189621, + "FN": 14600, + "FP": 412, + "IoU": 0.4985134457992317, + "TN": 2423313, + "TP": 14923, + "n_pred": 15335, + "n_ref": 29523 + }, + "14": { + "Dice": 0.9935752235814631, + "FN": 1259, + "FP": 440, + "IoU": 0.9872324756522785, + "TN": 2320176, + "TP": 131373, + "n_pred": 131813, + "n_ref": 132632 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9650620234437237, + "FN": 255, + "FP": 52, + "IoU": 0.9324829557950297, + "TN": 2448701, + "TP": 4240, + "n_pred": 4292, + "n_ref": 4495 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.763440705726847, + "FN": 2627, + "FP": 30303, + "IoU": 0.6173911022807812, + "TN": 2367181, + "TP": 53137, + "n_pred": 83440, + "n_ref": 55764 + }, + "7": { + "Dice": 0.9263884658340948, + "FN": 414, + "FP": 311, + "IoU": 0.8628711934934745, + "TN": 2447961, + "TP": 4562, + "n_pred": 4873, + "n_ref": 4976 + }, + "8": { + "Dice": 0.9395431023602171, + "FN": 1482, + "FP": 434, + "IoU": 0.8859795286836467, + "TN": 2436444, + "TP": 14888, + "n_pred": 15322, + "n_ref": 16370 + }, + "9": { + "Dice": 0.9666715867158672, + "FN": 1098, + "FP": 31, + "IoU": 0.9354930865043996, + "TN": 2435746, + "TP": 16373, + "n_pred": 16404, + "n_ref": 17471 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8624991704824474, + "FN": 2995, + "FP": 5293, + "IoU": 0.7582404760515723, + "TN": 1893270, + "TP": 25994, + "n_pred": 31287, + "n_ref": 28989 + }, + "11": { + "Dice": 0.7054409005628518, + "FN": 925, + "FP": 645, + "IoU": 0.5449275362318841, + "TN": 1924102, + "TP": 1880, + "n_pred": 2525, + "n_ref": 2805 + }, + "12": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 1927546, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "13": { + "Dice": 0.7903038975197602, + "FN": 5219, + "FP": 7091, + "IoU": 0.653307798462275, + "TN": 1892045, + "TP": 23197, + "n_pred": 30288, + "n_ref": 28416 + }, + "14": { + "Dice": 0.955531988358901, + "FN": 924, + "FP": 2682, + "IoU": 0.9148504096909018, + "TN": 1885203, + "TP": 38743, + "n_pred": 41425, + "n_ref": 39667 + }, + "15": { + "Dice": 0.8264786061396231, + "FN": 512, + "FP": 2416, + "IoU": 0.7042722957277042, + "TN": 1917651, + "TP": 6973, + "n_pred": 9389, + "n_ref": 7485 + }, + "2": { + "Dice": 0.9608065369213, + "FN": 1382, + "FP": 2249, + "IoU": 0.9245694580052766, + "TN": 1879415, + "TP": 44506, + "n_pred": 46755, + "n_ref": 45888 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9691213827084849, + "FN": 1138, + "FP": 1281, + "IoU": 0.9400926224027341, + "TN": 1887173, + "TP": 37960, + "n_pred": 39241, + "n_ref": 39098 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9729576322724508, + "FN": 6151, + "FP": 1853, + "IoU": 0.9473393336491395, + "TN": 1775560, + "TP": 143988, + "n_pred": 145841, + "n_ref": 150139 + }, + "7": { + "Dice": 0.9210822413405113, + "FN": 3140, + "FP": 1419, + "IoU": 0.8537094082916186, + "TN": 1896388, + "TP": 26605, + "n_pred": 28024, + "n_ref": 29745 + }, + "8": { + "Dice": 0.9179196660561401, + "FN": 148, + "FP": 1779, + "IoU": 0.8482916076208471, + "TN": 1914850, + "TP": 10775, + "n_pred": 12554, + "n_ref": 10923 + }, + "9": { + "Dice": 0.8338305333123986, + "FN": 1166, + "FP": 2009, + "IoU": 0.7150166053316579, + "TN": 1916411, + "TP": 7966, + "n_pred": 9975, + "n_ref": 9132 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9474420067809248, + "FN": 2553, + "FP": 1958, + "IoU": 0.9001328315253487, + "TN": 2057614, + "TP": 40659, + "n_pred": 42617, + "n_ref": 43212 + }, + "10": { + "Dice": 0.8706878645042742, + "FN": 4460, + "FP": 3633, + "IoU": 0.7709895582783893, + "TN": 2067445, + "TP": 27246, + "n_pred": 30879, + "n_ref": 31706 + }, + "11": { + "Dice": 0.3651226158038147, + "FN": 107, + "FP": 126, + "IoU": 0.22333333333333333, + "TN": 2102484, + "TP": 67, + "n_pred": 193, + "n_ref": 174 + }, + "12": { + "Dice": 0.49510763209393344, + "FN": 478, + "FP": 38, + "IoU": 0.328998699609883, + "TN": 2102015, + "TP": 253, + "n_pred": 291, + "n_ref": 731 + }, + "13": { + "Dice": 0.6504251731190126, + "FN": 5289, + "FP": 4454, + "IoU": 0.48194821077258465, + "TN": 2083977, + "TP": 9064, + "n_pred": 13518, + "n_ref": 14353 + }, + "14": { + "Dice": 0.7345622509188717, + "FN": 5056, + "FP": 13793, + "IoU": 0.5804807478299577, + "TN": 2057854, + "TP": 26081, + "n_pred": 39874, + "n_ref": 31137 + }, + "15": { + "Dice": 0.8246080549554041, + "FN": 3418, + "FP": 2914, + "IoU": 0.7015600697553849, + "TN": 2081567, + "TP": 14885, + "n_pred": 17799, + "n_ref": 18303 + }, + "2": { + "Dice": 0.964098744413705, + "FN": 4881, + "FP": 1867, + "IoU": 0.9306859502434415, + "TN": 2005430, + "TP": 90606, + "n_pred": 92473, + "n_ref": 95487 + }, + "3": { + "Dice": 0.9624253455434845, + "FN": 5598, + "FP": 1008, + "IoU": 0.9275721427944917, + "TN": 2011576, + "TP": 84602, + "n_pred": 85610, + "n_ref": 90200 + }, + "4": { + "Dice": 0.3292217986095537, + "FN": 108, + "FP": 2883, + "IoU": 0.1970469798657718, + "TN": 2099059, + "TP": 734, + "n_pred": 3617, + "n_ref": 842 + }, + "5": { + "Dice": 0.6599477416946622, + "FN": 2613, + "FP": 1031, + "IoU": 0.4924791086350975, + "TN": 2095604, + "TP": 3536, + "n_pred": 4567, + "n_ref": 6149 + }, + "6": { + "Dice": 0.932995347203933, + "FN": 9040, + "FP": 3172, + "IoU": 0.8744060719501409, + "TN": 2005550, + "TP": 85022, + "n_pred": 88194, + "n_ref": 94062 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4983, + "IoU": 0.0, + "TN": 2097801, + "TP": 0, + "n_pred": 4983, + "n_ref": 0 + }, + "8": { + "Dice": 0.9810333098891977, + "FN": 1200, + "FP": 445, + "IoU": 0.9627726984701729, + "TN": 2058596, + "TP": 42543, + "n_pred": 42988, + "n_ref": 43743 + }, + "9": { + "Dice": 0.8969865275640785, + "FN": 2080, + "FP": 665, + "IoU": 0.8132144801306478, + "TN": 2088088, + "TP": 11951, + "n_pred": 12616, + "n_ref": 14031 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8477064220183487, + "FN": 1273, + "FP": 221, + "IoU": 0.7356687898089171, + "TN": 2097132, + "TP": 4158, + "n_pred": 4379, + "n_ref": 5431 + }, + "10": { + "Dice": 0.8023144061979014, + "FN": 3045, + "FP": 7034, + "IoU": 0.669887331324512, + "TN": 2072252, + "TP": 20453, + "n_pred": 27487, + "n_ref": 23498 + }, + "11": { + "Dice": 0.7453954496208017, + "FN": 503, + "FP": 437, + "IoU": 0.5941278065630398, + "TN": 2100468, + "TP": 1376, + "n_pred": 1813, + "n_ref": 1879 + }, + "12": { + "Dice": 0.7407665505226481, + "FN": 1360, + "FP": 128, + "IoU": 0.5882678472606531, + "TN": 2099170, + "TP": 2126, + "n_pred": 2254, + "n_ref": 3486 + }, + "13": { + "Dice": 0.8604460747388072, + "FN": 2859, + "FP": 1402, + "IoU": 0.7550727136862677, + "TN": 2085387, + "TP": 13136, + "n_pred": 14538, + "n_ref": 15995 + }, + "14": { + "Dice": 0.8027754983328312, + "FN": 11069, + "FP": 7918, + "IoU": 0.6705304620937376, + "TN": 2045155, + "TP": 38642, + "n_pred": 46560, + "n_ref": 49711 + }, + "15": { + "Dice": 0.8574711948468261, + "FN": 1195, + "FP": 3518, + "IoU": 0.7505029115934356, + "TN": 2083894, + "TP": 14177, + "n_pred": 17695, + "n_ref": 15372 + }, + "2": { + "Dice": 0.954327234981186, + "FN": 494, + "FP": 210, + "IoU": 0.9126442486660876, + "TN": 2094725, + "TP": 7355, + "n_pred": 7565, + "n_ref": 7849 + }, + "3": { + "Dice": 0.9251429672942235, + "FN": 1084, + "FP": 1246, + "IoU": 0.8607125777140124, + "TN": 2086056, + "TP": 14398, + "n_pred": 15644, + "n_ref": 15482 + }, + "4": { + "Dice": 0.9171861086375779, + "FN": 1831, + "FP": 866, + "IoU": 0.8470394736842105, + "TN": 2085152, + "TP": 14935, + "n_pred": 15801, + "n_ref": 16766 + }, + "5": { + "Dice": 0.16906170752324598, + "FN": 983, + "FP": 0, + "IoU": 0.09233610341643583, + "TN": 2101701, + "TP": 100, + "n_pred": 100, + "n_ref": 1083 + }, + "6": { + "Dice": 0.9393674470746205, + "FN": 6965, + "FP": 7530, + "IoU": 0.885667184628369, + "TN": 1976005, + "TP": 112284, + "n_pred": 119814, + "n_ref": 119249 + }, + "7": { + "Dice": 0.9374729519626858, + "FN": 5507, + "FP": 6196, + "IoU": 0.8823050233821089, + "TN": 2003349, + "TP": 87732, + "n_pred": 93928, + "n_ref": 93239 + }, + "8": { + "Dice": 0.9056574864978741, + "FN": 933, + "FP": 1530, + "IoU": 0.8275813790689535, + "TN": 2088499, + "TP": 11822, + "n_pred": 13352, + "n_ref": 12755 + }, + "9": { + "Dice": 0.6881438898059081, + "FN": 4541, + "FP": 938, + "IoU": 0.5245574453314821, + "TN": 2091260, + "TP": 6045, + "n_pred": 6983, + "n_ref": 10586 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.12594897324206597, + "FN": 20, + "FP": 14026, + "IoU": 0.06720680037189534, + "TN": 4015278, + "TP": 1012, + "n_pred": 15038, + "n_ref": 1032 + }, + "10": { + "Dice": 0.948756329819421, + "FN": 1325, + "FP": 284, + "IoU": 0.9025084827920504, + "TN": 4013832, + "TP": 14895, + "n_pred": 15179, + "n_ref": 16220 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6100660904931368, + "FN": 273, + "FP": 494, + "IoU": 0.4389173372348208, + "TN": 4028969, + "TP": 600, + "n_pred": 1094, + "n_ref": 873 + }, + "13": { + "Dice": 0.6622307827000525, + "FN": 242, + "FP": 1687, + "IoU": 0.4950261780104712, + "TN": 4026516, + "TP": 1891, + "n_pred": 3578, + "n_ref": 2133 + }, + "14": { + "Dice": 0.13484740951029098, + "FN": 24, + "FP": 2414, + "IoU": 0.07229832572298325, + "TN": 4027708, + "TP": 190, + "n_pred": 2604, + "n_ref": 214 + }, + "15": { + "Dice": 0.4586908338669162, + "FN": 865, + "FP": 54086, + "IoU": 0.2975982002479772, + "TN": 3952103, + "TP": 23282, + "n_pred": 77368, + "n_ref": 24147 + }, + "2": { + "Dice": 0.9638913757087436, + "FN": 99, + "FP": 22, + "IoU": 0.9302995391705069, + "TN": 4028600, + "TP": 1615, + "n_pred": 1637, + "n_ref": 1714 + }, + "3": { + "Dice": 0.9710182392646848, + "FN": 1460, + "FP": 1567, + "IoU": 0.9436690486824475, + "TN": 3976600, + "TP": 50709, + "n_pred": 52276, + "n_ref": 52169 + }, + "4": { + "Dice": 0.09406456091634849, + "FN": 5158, + "FP": 10502, + "IoU": 0.04935348752504098, + "TN": 4013863, + "TP": 813, + "n_pred": 11315, + "n_ref": 5971 + }, + "5": { + "Dice": 0.12175962293794187, + "FN": 2231, + "FP": 5, + "IoU": 0.06482643245503973, + "TN": 4027945, + "TP": 155, + "n_pred": 160, + "n_ref": 2386 + }, + "6": { + "Dice": 0.7008788027382387, + "FN": 652625, + "FP": 8006, + "IoU": 0.5395022452220197, + "TN": 2595734, + "TP": 773971, + "n_pred": 781977, + "n_ref": 1426596 + }, + "7": { + "Dice": 0.1687866096424166, + "FN": 1786, + "FP": 448336, + "IoU": 0.09217200492917836, + "TN": 3534513, + "TP": 45701, + "n_pred": 494037, + "n_ref": 47487 + }, + "8": { + "Dice": 0.9691396312576971, + "FN": 3000, + "FP": 433, + "IoU": 0.9401269664097108, + "TN": 3972998, + "TP": 53905, + "n_pred": 54338, + "n_ref": 56905 + }, + "9": { + "Dice": 0.7360120434424173, + "FN": 2892, + "FP": 4473, + "IoU": 0.5822935571687841, + "TN": 4012704, + "TP": 10267, + "n_pred": 14740, + "n_ref": 13159 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8584544758990054, + "FN": 145, + "FP": 40, + "IoU": 0.7520107238605898, + "TN": 2978198, + "TP": 561, + "n_pred": 601, + "n_ref": 706 + }, + "10": { + "Dice": 0.9408837794144064, + "FN": 2998, + "FP": 3584, + "IoU": 0.8883668865860485, + "TN": 2919983, + "TP": 52379, + "n_pred": 55963, + "n_ref": 55377 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9193246667140252, + "FN": 1264, + "FP": 2143, + "IoU": 0.8506945966080898, + "TN": 2956125, + "TP": 19412, + "n_pred": 21555, + "n_ref": 20676 + }, + "14": { + "Dice": 0.941395425782704, + "FN": 693, + "FP": 724, + "IoU": 0.8892795749335833, + "TN": 2966146, + "TP": 11381, + "n_pred": 12105, + "n_ref": 12074 + }, + "15": { + "Dice": 0.909829237817576, + "FN": 2155, + "FP": 1309, + "IoU": 0.8345749761222541, + "TN": 2958004, + "TP": 17476, + "n_pred": 18785, + "n_ref": 19631 + }, + "2": { + "Dice": 0.9702684416661108, + "FN": 3363, + "FP": 2877, + "IoU": 0.9422537687744658, + "TN": 2870885, + "TP": 101819, + "n_pred": 104696, + "n_ref": 105182 + }, + "3": { + "Dice": 0.9784198710985589, + "FN": 3244, + "FP": 2120, + "IoU": 0.9577514709009711, + "TN": 2851981, + "TP": 121599, + "n_pred": 123719, + "n_ref": 124843 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7578648584719704, + "FN": 7, + "FP": 3064, + "IoU": 0.6101307604417926, + "TN": 2971067, + "TP": 4806, + "n_pred": 7870, + "n_ref": 4813 + }, + "6": { + "Dice": 0.9850733750946018, + "FN": 3372, + "FP": 4103, + "IoU": 0.9705858048471445, + "TN": 2724815, + "TP": 246654, + "n_pred": 250757, + "n_ref": 250026 + }, + "7": { + "Dice": 0.956838358238273, + "FN": 6133, + "FP": 2876, + "IoU": 0.9172484109196458, + "TN": 2870076, + "TP": 99859, + "n_pred": 102735, + "n_ref": 105992 + }, + "8": { + "Dice": 0.9274292205522544, + "FN": 1931, + "FP": 4713, + "IoU": 0.8646788056539981, + "TN": 2929846, + "TP": 42454, + "n_pred": 47167, + "n_ref": 44385 + }, + "9": { + "Dice": 0.9487339896611899, + "FN": 1036, + "FP": 521, + "IoU": 0.9024680531195189, + "TN": 2962980, + "TP": 14407, + "n_pred": 14928, + "n_ref": 15443 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9279427942794279, + "FN": 170, + "FP": 616, + "IoU": 0.8655720882503848, + "TN": 2622633, + "TP": 5061, + "n_pred": 5677, + "n_ref": 5231 + }, + "10": { + "Dice": 0.5965270188221008, + "FN": 16411, + "FP": 202, + "IoU": 0.42503633972451027, + "TN": 2599586, + "TP": 12281, + "n_pred": 12483, + "n_ref": 28692 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 189, + "IoU": 0.0, + "TN": 2628291, + "TP": 0, + "n_pred": 189, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.46204254625478847, + "FN": 25863, + "FP": 7138, + "IoU": 0.30042609119623515, + "TN": 2581307, + "TP": 14172, + "n_pred": 21310, + "n_ref": 40035 + }, + "14": { + "Dice": 0.0, + "FN": 3, + "FP": 0, + "IoU": 0.0, + "TN": 2628477, + "TP": 0, + "n_pred": 0, + "n_ref": 3 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.966970076338752, + "FN": 1883, + "FP": 1626, + "IoU": 0.9360523390374137, + "TN": 2573607, + "TP": 51364, + "n_pred": 52990, + "n_ref": 53247 + }, + "3": { + "Dice": 0.965976162803947, + "FN": 1566, + "FP": 1420, + "IoU": 0.9341913871380085, + "TN": 2583106, + "TP": 42388, + "n_pred": 43808, + "n_ref": 43954 + }, + "4": { + "Dice": 0.8978581048790025, + "FN": 1961, + "FP": 390, + "IoU": 0.8146483759066541, + "TN": 2615796, + "TP": 10333, + "n_pred": 10723, + "n_ref": 12294 + }, + "5": { + "Dice": 0.005095541401273885, + "FN": 4, + "FP": 777, + "IoU": 0.002554278416347382, + "TN": 2627697, + "TP": 2, + "n_pred": 779, + "n_ref": 6 + }, + "6": { + "Dice": 0.9667571031754105, + "FN": 12376, + "FP": 15401, + "IoU": 0.9356532777979832, + "TN": 2196803, + "TP": 403900, + "n_pred": 419301, + "n_ref": 416276 + }, + "7": { + "Dice": 0.9043571499657032, + "FN": 85286, + "FP": 4091, + "IoU": 0.8254123594539899, + "TN": 2116548, + "TP": 422555, + "n_pred": 426646, + "n_ref": 507841 + }, + "8": { + "Dice": 0.6756569847856155, + "FN": 69, + "FP": 869, + "IoU": 0.5101827676240209, + "TN": 2626565, + "TP": 977, + "n_pred": 1846, + "n_ref": 1046 + }, + "9": { + "Dice": 0.423770749921274, + "FN": 9965, + "FP": 2844, + "IoU": 0.26885096181288887, + "TN": 2610961, + "TP": 4710, + "n_pred": 7554, + "n_ref": 14675 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9668607977467103, + "FN": 657, + "FP": 3861, + "IoU": 0.93584755630023, + "TN": 2558054, + "TP": 65908, + "n_pred": 69769, + "n_ref": 66565 + }, + "10": { + "Dice": 0.8712730504332371, + "FN": 2954, + "FP": 2840, + "IoU": 0.7719077238012755, + "TN": 2603078, + "TP": 19608, + "n_pred": 22448, + "n_ref": 22562 + }, + "11": { + "Dice": 0.6557377049180327, + "FN": 47, + "FP": 16, + "IoU": 0.4878048780487805, + "TN": 2628357, + "TP": 60, + "n_pred": 76, + "n_ref": 107 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 46, + "IoU": 0.0, + "TN": 2628434, + "TP": 0, + "n_pred": 46, + "n_ref": 0 + }, + "13": { + "Dice": 0.6442066770501794, + "FN": 4858, + "FP": 5650, + "IoU": 0.47515109135407824, + "TN": 2608459, + "TP": 9513, + "n_pred": 15163, + "n_ref": 14371 + }, + "14": { + "Dice": 0.8190272111646818, + "FN": 5859, + "FP": 7316, + "IoU": 0.6935191216153345, + "TN": 2585492, + "TP": 29813, + "n_pred": 37129, + "n_ref": 35672 + }, + "15": { + "Dice": 0.8393012747638311, + "FN": 17703, + "FP": 10144, + "IoU": 0.7231000228703253, + "TN": 2527913, + "TP": 72720, + "n_pred": 82864, + "n_ref": 90423 + }, + "2": { + "Dice": 0.9668231488421634, + "FN": 816, + "FP": 25, + "IoU": 0.9357770141275296, + "TN": 2615385, + "TP": 12254, + "n_pred": 12279, + "n_ref": 13070 + }, + "3": { + "Dice": 0.9669177857844743, + "FN": 1495, + "FP": 626, + "IoU": 0.9359543436905516, + "TN": 2595363, + "TP": 30996, + "n_pred": 31622, + "n_ref": 32491 + }, + "4": { + "Dice": 0.9454235733473105, + "FN": 205, + "FP": 628, + "IoU": 0.8964960238568589, + "TN": 2620432, + "TP": 7215, + "n_pred": 7843, + "n_ref": 7420 + }, + "5": { + "Dice": 0.0, + "FN": 492, + "FP": 0, + "IoU": 0.0, + "TN": 2627988, + "TP": 0, + "n_pred": 0, + "n_ref": 492 + }, + "6": { + "Dice": 0.9652008637589435, + "FN": 11696, + "FP": 2292, + "IoU": 0.9327422394891718, + "TN": 2420504, + "TP": 193988, + "n_pred": 196280, + "n_ref": 205684 + }, + "7": { + "Dice": 0.9860592012922806, + "FN": 6458, + "FP": 3087, + "IoU": 0.9725017501505273, + "TN": 2281367, + "TP": 337568, + "n_pred": 340655, + "n_ref": 344026 + }, + "8": { + "Dice": 0.9505586233466033, + "FN": 882, + "FP": 658, + "IoU": 0.9057758198727361, + "TN": 2612136, + "TP": 14804, + "n_pred": 15462, + "n_ref": 15686 + }, + "9": { + "Dice": 0.9200946836414817, + "FN": 1788, + "FP": 1959, + "IoU": 0.8520142180094786, + "TN": 2603160, + "TP": 21573, + "n_pred": 23532, + "n_ref": 23361 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9136771300448431, + "FN": 59, + "FP": 95, + "IoU": 0.8410732714138287, + "TN": 1751351, + "TP": 815, + "n_pred": 910, + "n_ref": 874 + }, + "10": { + "Dice": 0.7378184649252328, + "FN": 16938, + "FP": 2594, + "IoU": 0.5845581197490163, + "TN": 1705305, + "TP": 27483, + "n_pred": 30077, + "n_ref": 44421 + }, + "11": { + "Dice": 0.8292480265891151, + "FN": 886, + "FP": 347, + "IoU": 0.7083037615330021, + "TN": 1748093, + "TP": 2994, + "n_pred": 3341, + "n_ref": 3880 + }, + "12": { + "Dice": 0.0, + "FN": 861, + "FP": 2, + "IoU": 0.0, + "TN": 1751457, + "TP": 0, + "n_pred": 2, + "n_ref": 861 + }, + "13": { + "Dice": 0.863108145676953, + "FN": 2148, + "FP": 2776, + "IoU": 0.7591822761285274, + "TN": 1731873, + "TP": 15523, + "n_pred": 18299, + "n_ref": 17671 + }, + "14": { + "Dice": 0.9913070080753623, + "FN": 1313, + "FP": 1699, + "IoU": 0.982763849864663, + "TN": 1577571, + "TP": 171737, + "n_pred": 173436, + "n_ref": 173050 + }, + "15": { + "Dice": 0.9279517912721011, + "FN": 3493, + "FP": 3035, + "IoU": 0.8655877447649639, + "TN": 1703753, + "TP": 42039, + "n_pred": 45074, + "n_ref": 45532 + }, + "2": { + "Dice": 0.8533963779284065, + "FN": 27437, + "FP": 1956, + "IoU": 0.7442819484440114, + "TN": 1637377, + "TP": 85550, + "n_pred": 87506, + "n_ref": 112987 + }, + "3": { + "Dice": 0.9547226386806597, + "FN": 160, + "FP": 142, + "IoU": 0.9133677567412507, + "TN": 1748834, + "TP": 3184, + "n_pred": 3326, + "n_ref": 3344 + }, + "4": { + "Dice": 0.7649209092117506, + "FN": 845, + "FP": 6229, + "IoU": 0.6193294946994565, + "TN": 1733737, + "TP": 11509, + "n_pred": 17738, + "n_ref": 12354 + }, + "5": { + "Dice": 0.8311995086691548, + "FN": 1955, + "FP": 1618, + "IoU": 0.7111560226354082, + "TN": 1739950, + "TP": 8797, + "n_pred": 10415, + "n_ref": 10752 + }, + "6": { + "Dice": 0.9661720712726565, + "FN": 6610, + "FP": 2425, + "IoU": 0.9345579128066579, + "TN": 1614259, + "TP": 129026, + "n_pred": 131451, + "n_ref": 135636 + }, + "7": { + "Dice": 0.9435401831129197, + "FN": 107, + "FP": 337, + "IoU": 0.8931150698122292, + "TN": 1748166, + "TP": 3710, + "n_pred": 4047, + "n_ref": 3817 + }, + "8": { + "Dice": 0.9670376472434238, + "FN": 1283, + "FP": 1658, + "IoU": 0.9361789852870969, + "TN": 1706238, + "TP": 43141, + "n_pred": 44799, + "n_ref": 44424 + }, + "9": { + "Dice": 0.8956933582993721, + "FN": 1689, + "FP": 5887, + "IoU": 0.8110911629762617, + "TN": 1712216, + "TP": 32528, + "n_pred": 38415, + "n_ref": 34217 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8138434672170186, + "FN": 3173, + "FP": 2690, + "IoU": 0.6861181005407142, + "TN": 1733641, + "TP": 12816, + "n_pred": 15506, + "n_ref": 15989 + }, + "11": { + "Dice": 0.5447570332480819, + "FN": 23, + "FP": 333, + "IoU": 0.37434094903339193, + "TN": 1751751, + "TP": 213, + "n_pred": 546, + "n_ref": 236 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7021210893019126, + "FN": 26981, + "FP": 3887, + "IoU": 0.5409758056121463, + "TN": 1685073, + "TP": 36379, + "n_pred": 40266, + "n_ref": 63360 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 52, + "IoU": 0.0, + "TN": 1752268, + "TP": 0, + "n_pred": 52, + "n_ref": 0 + }, + "15": { + "Dice": 0.9081855166802278, + "FN": 517, + "FP": 2304, + "IoU": 0.8318130328504143, + "TN": 1735547, + "TP": 13952, + "n_pred": 16256, + "n_ref": 14469 + }, + "2": { + "Dice": 0.919811019600332, + "FN": 349, + "FP": 2163, + "IoU": 0.8515278680773095, + "TN": 1735401, + "TP": 14407, + "n_pred": 16570, + "n_ref": 14756 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2933, + "IoU": 0.0, + "TN": 1749387, + "TP": 0, + "n_pred": 2933, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.968567602456297, + "FN": 6321, + "FP": 6706, + "IoU": 0.9390509787775574, + "TN": 1538584, + "TP": 200709, + "n_pred": 207415, + "n_ref": 207030 + }, + "7": { + "Dice": 0.8617683686176837, + "FN": 213, + "FP": 231, + "IoU": 0.7571115973741794, + "TN": 1750492, + "TP": 1384, + "n_pred": 1615, + "n_ref": 1597 + }, + "8": { + "Dice": 0.9593518189034571, + "FN": 632, + "FP": 853, + "IoU": 0.9218791098953127, + "TN": 1733311, + "TP": 17524, + "n_pred": 18377, + "n_ref": 18156 + }, + "9": { + "Dice": 0.8955445912776139, + "FN": 1128, + "FP": 3085, + "IoU": 0.8108472141157456, + "TN": 1730047, + "TP": 18060, + "n_pred": 21145, + "n_ref": 19188 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5771619241820373, + "FN": 196, + "FP": 8928, + "IoU": 0.40564132629796107, + "TN": 3314057, + "TP": 6227, + "n_pred": 15155, + "n_ref": 6423 + }, + "10": { + "Dice": 0.9118773946360154, + "FN": 2135, + "FP": 3408, + "IoU": 0.8380281690140845, + "TN": 3295186, + "TP": 28679, + "n_pred": 32087, + "n_ref": 30814 + }, + "11": { + "Dice": 0.75, + "FN": 136, + "FP": 66, + "IoU": 0.6, + "TN": 3328903, + "TP": 303, + "n_pred": 369, + "n_ref": 439 + }, + "12": { + "Dice": 0.8349666797334379, + "FN": 609, + "FP": 654, + "IoU": 0.7166890982503364, + "TN": 3324950, + "TP": 3195, + "n_pred": 3849, + "n_ref": 3804 + }, + "13": { + "Dice": 0.8, + "FN": 3, + "FP": 3, + "IoU": 0.6666666666666666, + "TN": 3329390, + "TP": 12, + "n_pred": 15, + "n_ref": 15 + }, + "14": { + "Dice": 0.9304347826086956, + "FN": 2581, + "FP": 955, + "IoU": 0.8699186991869918, + "TN": 3302225, + "TP": 23647, + "n_pred": 24602, + "n_ref": 26228 + }, + "15": { + "Dice": 0.9425209323376329, + "FN": 678, + "FP": 846, + "IoU": 0.8912903916113846, + "TN": 3315389, + "TP": 12495, + "n_pred": 13341, + "n_ref": 13173 + }, + "2": { + "Dice": 0.9616567876940798, + "FN": 3740, + "FP": 4249, + "IoU": 0.9261453980697408, + "TN": 3221236, + "TP": 100183, + "n_pred": 104432, + "n_ref": 103923 + }, + "3": { + "Dice": 0.9659036750983248, + "FN": 4965, + "FP": 2690, + "IoU": 0.9340558048982194, + "TN": 3213325, + "TP": 108428, + "n_pred": 111118, + "n_ref": 113393 + }, + "4": { + "Dice": 0.9132671480144404, + "FN": 651, + "FP": 1271, + "IoU": 0.8403787060875343, + "TN": 3317367, + "TP": 10119, + "n_pred": 11390, + "n_ref": 10770 + }, + "5": { + "Dice": 0.948993823470811, + "FN": 213, + "FP": 299, + "IoU": 0.9029383886255924, + "TN": 3324133, + "TP": 4763, + "n_pred": 5062, + "n_ref": 4976 + }, + "6": { + "Dice": 0.9430717212795463, + "FN": 24691, + "FP": 11845, + "IoU": 0.8922759852932071, + "TN": 2990245, + "TP": 302627, + "n_pred": 314472, + "n_ref": 327318 + }, + "7": { + "Dice": 0.9427559785097566, + "FN": 2725, + "FP": 7525, + "IoU": 0.8917108627210684, + "TN": 3234754, + "TP": 84404, + "n_pred": 91929, + "n_ref": 87129 + }, + "8": { + "Dice": 0.9174311926605505, + "FN": 39, + "FP": 42, + "IoU": 0.847457627118644, + "TN": 3328877, + "TP": 450, + "n_pred": 492, + "n_ref": 489 + }, + "9": { + "Dice": 0.8401725879004865, + "FN": 2263, + "FP": 4701, + "IoU": 0.7243944910558809, + "TN": 3304140, + "TP": 18304, + "n_pred": 23005, + "n_ref": 20567 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9611819618508581, + "FN": 7999, + "FP": 2563, + "IoU": 0.925264990164584, + "TN": 2487154, + "TP": 130764, + "n_pred": 133327, + "n_ref": 138763 + }, + "10": { + "Dice": 0.8917766051011433, + "FN": 2839, + "FP": 2083, + "IoU": 0.8046902900678544, + "TN": 2603279, + "TP": 20279, + "n_pred": 22362, + "n_ref": 23118 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 10, + "FP": 0, + "IoU": 0.0, + "TN": 2628470, + "TP": 0, + "n_pred": 0, + "n_ref": 10 + }, + "13": { + "Dice": 0.8082559204500851, + "FN": 8148, + "FP": 3576, + "IoU": 0.6782126585057913, + "TN": 2592046, + "TP": 24710, + "n_pred": 28286, + "n_ref": 32858 + }, + "14": { + "Dice": 0.9192461969272686, + "FN": 785, + "FP": 282, + "IoU": 0.8505602240896358, + "TN": 2621340, + "TP": 6073, + "n_pred": 6355, + "n_ref": 6858 + }, + "15": { + "Dice": 0.9167110427390884, + "FN": 3303, + "FP": 920, + "IoU": 0.8462294723810218, + "TN": 2601017, + "TP": 23240, + "n_pred": 24160, + "n_ref": 26543 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 37261, + "IoU": 0.0, + "TN": 2591219, + "TP": 0, + "n_pred": 37261, + "n_ref": 0 + }, + "3": { + "Dice": 0.783221883300235, + "FN": 43143, + "FP": 848, + "IoU": 0.6436850503397834, + "TN": 2505019, + "TP": 79470, + "n_pred": 80318, + "n_ref": 122613 + }, + "4": { + "Dice": 0.8225513120290985, + "FN": 457, + "FP": 226, + "IoU": 0.6985878199470432, + "TN": 2626214, + "TP": 1583, + "n_pred": 1809, + "n_ref": 2040 + }, + "5": { + "Dice": 0.7468016039717396, + "FN": 1952, + "FP": 700, + "IoU": 0.5959165015998781, + "TN": 2621917, + "TP": 3911, + "n_pred": 4611, + "n_ref": 5863 + }, + "6": { + "Dice": 0.874314538071916, + "FN": 2755, + "FP": 9255, + "IoU": 0.7766952382723166, + "TN": 2574697, + "TP": 41773, + "n_pred": 51028, + "n_ref": 44528 + }, + "7": { + "Dice": 0.9687530830046407, + "FN": 7582, + "FP": 8571, + "IoU": 0.939399737385106, + "TN": 2361930, + "TP": 250397, + "n_pred": 258968, + "n_ref": 257979 + }, + "8": { + "Dice": 0.9142693573779876, + "FN": 1199, + "FP": 3593, + "IoU": 0.8420775112048511, + "TN": 2598136, + "TP": 25552, + "n_pred": 29145, + "n_ref": 26751 + }, + "9": { + "Dice": 0.9421266066396315, + "FN": 1328, + "FP": 356, + "IoU": 0.8905854070560717, + "TN": 2613089, + "TP": 13707, + "n_pred": 14063, + "n_ref": 15035 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9741313453280999, + "FN": 1002, + "FP": 962, + "IoU": 0.9495673163341294, + "TN": 1012449, + "TP": 36979, + "n_pred": 37941, + "n_ref": 37981 + }, + "10": { + "Dice": 0.9333501358201014, + "FN": 2862, + "FP": 1898, + "IoU": 0.8750295360865342, + "TN": 1013303, + "TP": 33329, + "n_pred": 35227, + "n_ref": 36191 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8895741556534508, + "FN": 473, + "FP": 279, + "IoU": 0.8011108172441153, + "TN": 1047611, + "TP": 3029, + "n_pred": 3308, + "n_ref": 3502 + }, + "13": { + "Dice": 0.8938832954422431, + "FN": 2084, + "FP": 2817, + "IoU": 0.8081274713228673, + "TN": 1025849, + "TP": 20642, + "n_pred": 23459, + "n_ref": 22726 + }, + "14": { + "Dice": 0.8498934643649172, + "FN": 4925, + "FP": 1979, + "IoU": 0.7389693372150176, + "TN": 1024943, + "TP": 19545, + "n_pred": 21524, + "n_ref": 24470 + }, + "15": { + "Dice": 0.9258358012814467, + "FN": 10511, + "FP": 1284, + "IoU": 0.8619127339990869, + "TN": 965975, + "TP": 73622, + "n_pred": 74906, + "n_ref": 84133 + }, + "2": { + "Dice": 0.9786662041453473, + "FN": 343, + "FP": 149, + "IoU": 0.9582236562791883, + "TN": 1039615, + "TP": 11285, + "n_pred": 11434, + "n_ref": 11628 + }, + "3": { + "Dice": 0.9779250647398634, + "FN": 679, + "FP": 540, + "IoU": 0.9568036853295535, + "TN": 1023172, + "TP": 27001, + "n_pred": 27541, + "n_ref": 27680 + }, + "4": { + "Dice": 0.8997936809741495, + "FN": 582, + "FP": 1895, + "IoU": 0.8178408589498456, + "TN": 1037794, + "TP": 11121, + "n_pred": 13016, + "n_ref": 11703 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9765344590171335, + "FN": 3406, + "FP": 752, + "IoU": 0.9541449320114251, + "TN": 960715, + "TP": 86519, + "n_pred": 87271, + "n_ref": 89925 + }, + "7": { + "Dice": 0.6920419598095799, + "FN": 13953, + "FP": 667, + "IoU": 0.5291010403581666, + "TN": 1020345, + "TP": 16427, + "n_pred": 17094, + "n_ref": 30380 + }, + "8": { + "Dice": 0.9777141688816193, + "FN": 469, + "FP": 185, + "IoU": 0.9564, + "TN": 1036392, + "TP": 14346, + "n_pred": 14531, + "n_ref": 14815 + }, + "9": { + "Dice": 0.9555016581695788, + "FN": 470, + "FP": 429, + "IoU": 0.914794806179509, + "TN": 1040841, + "TP": 9652, + "n_pred": 10081, + "n_ref": 10122 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9654161781946072, + "FN": 448, + "FP": 260, + "IoU": 0.9331444759206798, + "TN": 2793122, + "TP": 9882, + "n_pred": 10142, + "n_ref": 10330 + }, + "10": { + "Dice": 0.8941540948275862, + "FN": 2708, + "FP": 5150, + "IoU": 0.8085702453165728, + "TN": 2762663, + "TP": 33191, + "n_pred": 38341, + "n_ref": 35899 + }, + "11": { + "Dice": 0.8969372873116188, + "FN": 260, + "FP": 164, + "IoU": 0.8131335390039665, + "TN": 2801443, + "TP": 1845, + "n_pred": 2009, + "n_ref": 2105 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 223, + "IoU": 0.0, + "TN": 2803489, + "TP": 0, + "n_pred": 223, + "n_ref": 0 + }, + "13": { + "Dice": 0.8507373973773171, + "FN": 13699, + "FP": 2373, + "IoU": 0.7402463070110225, + "TN": 2741838, + "TP": 45802, + "n_pred": 48175, + "n_ref": 59501 + }, + "14": { + "Dice": 0.9652015507496847, + "FN": 384, + "FP": 1106, + "IoU": 0.9327435226144263, + "TN": 2781558, + "TP": 20664, + "n_pred": 21770, + "n_ref": 21048 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.024535644671886826, + "FN": 291239, + "FP": 21, + "IoU": 0.012420191032913676, + "TN": 2508789, + "TP": 3663, + "n_pred": 3684, + "n_ref": 294902 + }, + "3": { + "Dice": 0.3373048004626952, + "FN": 2880, + "FP": 14307, + "IoU": 0.2028662863503548, + "TN": 2782151, + "TP": 4374, + "n_pred": 18681, + "n_ref": 7254 + }, + "4": { + "Dice": 0.813239761181523, + "FN": 304, + "FP": 3262, + "IoU": 0.6852603706972639, + "TN": 2792382, + "TP": 7764, + "n_pred": 11026, + "n_ref": 8068 + }, + "5": { + "Dice": 0.7576580796252927, + "FN": 1814, + "FP": 773, + "IoU": 0.609862765797014, + "TN": 2797081, + "TP": 4044, + "n_pred": 4817, + "n_ref": 5858 + }, + "6": { + "Dice": 0.9710593068561445, + "FN": 4203, + "FP": 7674, + "IoU": 0.9437466253658814, + "TN": 2592578, + "TP": 199257, + "n_pred": 206931, + "n_ref": 203460 + }, + "7": { + "Dice": 0.9603588025505242, + "FN": 3831, + "FP": 3505, + "IoU": 0.923740618308073, + "TN": 2707514, + "TP": 88862, + "n_pred": 92367, + "n_ref": 92693 + }, + "8": { + "Dice": 0.9471648935717145, + "FN": 8096, + "FP": 4310, + "IoU": 0.8996327039140495, + "TN": 2680106, + "TP": 111200, + "n_pred": 115510, + "n_ref": 119296 + }, + "9": { + "Dice": 0.9254579251864073, + "FN": 2902, + "FP": 667, + "IoU": 0.8612579692116311, + "TN": 2777988, + "TP": 22155, + "n_pred": 22822, + "n_ref": 25057 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9353675170497601, + "FN": 19451, + "FP": 18931, + "IoU": 0.8785825456478001, + "TN": 6167468, + "TP": 277734, + "n_pred": 296665, + "n_ref": 297185 + }, + "10": { + "Dice": 0.8600001805168197, + "FN": 3755, + "FP": 11756, + "IoU": 0.7543862427159869, + "TN": 6420432, + "TP": 47641, + "n_pred": 59397, + "n_ref": 51396 + }, + "11": { + "Dice": 0.39675174013921116, + "FN": 127, + "FP": 393, + "IoU": 0.24746743849493488, + "TN": 6482893, + "TP": 171, + "n_pred": 564, + "n_ref": 298 + }, + "12": { + "Dice": 0.6895008270896176, + "FN": 3032, + "FP": 159, + "IoU": 0.5261360261360262, + "TN": 6476850, + "TP": 3543, + "n_pred": 3702, + "n_ref": 6575 + }, + "13": { + "Dice": 0.6709665940127219, + "FN": 9854, + "FP": 4940, + "IoU": 0.504853069147868, + "TN": 6453706, + "TP": 15084, + "n_pred": 20024, + "n_ref": 24938 + }, + "14": { + "Dice": 0.9346399659139327, + "FN": 166, + "FP": 2135, + "IoU": 0.8772996320588706, + "TN": 6464831, + "TP": 16452, + "n_pred": 18587, + "n_ref": 16618 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 29737, + "IoU": 0.0, + "TN": 6453847, + "TP": 0, + "n_pred": 29737, + "n_ref": 0 + }, + "2": { + "Dice": 0.9664487927158972, + "FN": 4523, + "FP": 1955, + "IoU": 0.9350758684279099, + "TN": 6383806, + "TP": 93300, + "n_pred": 95255, + "n_ref": 97823 + }, + "3": { + "Dice": 0.9667768396896889, + "FN": 5955, + "FP": 1805, + "IoU": 0.9356902524323338, + "TN": 6362918, + "TP": 112906, + "n_pred": 114711, + "n_ref": 118861 + }, + "4": { + "Dice": 0.9170913610938471, + "FN": 2048, + "FP": 620, + "IoU": 0.8468778696051423, + "TN": 6466160, + "TP": 14756, + "n_pred": 15376, + "n_ref": 16804 + }, + "5": { + "Dice": 0.8890952440707742, + "FN": 1835, + "FP": 2584, + "IoU": 0.8003343574914151, + "TN": 6461452, + "TP": 17713, + "n_pred": 20297, + "n_ref": 19548 + }, + "6": { + "Dice": 0.5724633703015718, + "FN": 19195, + "FP": 837461, + "IoU": 0.40101483800279547, + "TN": 5053405, + "TP": 573523, + "n_pred": 1410984, + "n_ref": 592718 + }, + "7": { + "Dice": 0.8135114110725203, + "FN": 36932, + "FP": 14131, + "IoU": 0.6856462157869464, + "TN": 6321146, + "TP": 111375, + "n_pred": 125506, + "n_ref": 148307 + }, + "8": { + "Dice": 0.5394632340820883, + "FN": 844, + "FP": 29889, + "IoU": 0.369359571542897, + "TN": 6434851, + "TP": 18000, + "n_pred": 47889, + "n_ref": 18844 + }, + "9": { + "Dice": 0.9201779076513182, + "FN": 2012, + "FP": 5418, + "IoU": 0.8521569563833175, + "TN": 6433328, + "TP": 42826, + "n_pred": 48244, + "n_ref": 44838 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.16494845360824742, + "FN": 0, + "FP": 81, + "IoU": 0.0898876404494382, + "TN": 2277927, + "TP": 8, + "n_pred": 89, + "n_ref": 8 + }, + "10": { + "Dice": 0.8692036438436673, + "FN": 3581, + "FP": 5321, + "IoU": 0.7686650554819261, + "TN": 2239535, + "TP": 29579, + "n_pred": 34900, + "n_ref": 33160 + }, + "11": { + "Dice": 0.70525956284153, + "FN": 765, + "FP": 961, + "IoU": 0.5447111580058032, + "TN": 2274225, + "TP": 2065, + "n_pred": 3026, + "n_ref": 2830 + }, + "12": { + "Dice": 0.0, + "FN": 208, + "FP": 0, + "IoU": 0.0, + "TN": 2277808, + "TP": 0, + "n_pred": 0, + "n_ref": 208 + }, + "13": { + "Dice": 0.6800955658330228, + "FN": 5458, + "FP": 9137, + "IoU": 0.5152612175761401, + "TN": 2247907, + "TP": 15514, + "n_pred": 24651, + "n_ref": 20972 + }, + "14": { + "Dice": 0.9613914948983086, + "FN": 356, + "FP": 2463, + "IoU": 0.9256534008492233, + "TN": 2240099, + "TP": 35098, + "n_pred": 37561, + "n_ref": 35454 + }, + "15": { + "Dice": 0.9187430640733601, + "FN": 11655, + "FP": 2257, + "IoU": 0.849699117338836, + "TN": 2185455, + "TP": 78649, + "n_pred": 80906, + "n_ref": 90304 + }, + "2": { + "Dice": 0.9184613549399425, + "FN": 1499, + "FP": 16273, + "IoU": 0.8492173249056123, + "TN": 2160151, + "TP": 100093, + "n_pred": 116366, + "n_ref": 101592 + }, + "3": { + "Dice": 0.9300872282254915, + "FN": 259, + "FP": 278, + "IoU": 0.869311267948406, + "TN": 2273907, + "TP": 3572, + "n_pred": 3850, + "n_ref": 3831 + }, + "4": { + "Dice": 0.9076788064940764, + "FN": 772, + "FP": 1332, + "IoU": 0.8309632843255403, + "TN": 2265569, + "TP": 10343, + "n_pred": 11675, + "n_ref": 11115 + }, + "5": { + "Dice": 0.8431105047748977, + "FN": 52, + "FP": 63, + "IoU": 0.7287735849056604, + "TN": 2277592, + "TP": 309, + "n_pred": 372, + "n_ref": 361 + }, + "6": { + "Dice": 0.9659541570867762, + "FN": 4515, + "FP": 9049, + "IoU": 0.9341502252602144, + "TN": 2072032, + "TP": 192420, + "n_pred": 201469, + "n_ref": 196935 + }, + "7": { + "Dice": 0.9417826273795759, + "FN": 7964, + "FP": 5177, + "IoU": 0.8899708620805145, + "TN": 2158584, + "TP": 106291, + "n_pred": 111468, + "n_ref": 114255 + }, + "8": { + "Dice": 0.9561659444434853, + "FN": 576, + "FP": 1963, + "IoU": 0.916013363765671, + "TN": 2247785, + "TP": 27692, + "n_pred": 29655, + "n_ref": 28268 + }, + "9": { + "Dice": 0.9146206940023323, + "FN": 3023, + "FP": 2395, + "IoU": 0.8426737905801731, + "TN": 2243578, + "TP": 29020, + "n_pred": 31415, + "n_ref": 32043 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9486404833836858, + "FN": 44, + "FP": 7, + "IoU": 0.9022988505747126, + "TN": 6483062, + "TP": 471, + "n_pred": 478, + "n_ref": 515 + }, + "10": { + "Dice": 0.6238097953133018, + "FN": 1953, + "FP": 11243, + "IoU": 0.4532874839458093, + "TN": 6459447, + "TP": 10941, + "n_pred": 22184, + "n_ref": 12894 + }, + "11": { + "Dice": 0.7856017997750281, + "FN": 326, + "FP": 627, + "IoU": 0.6469062615783624, + "TN": 6480885, + "TP": 1746, + "n_pred": 2373, + "n_ref": 2072 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 6483584, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7927848269154251, + "FN": 7022, + "FP": 2352, + "IoU": 0.6567054859737786, + "TN": 6456278, + "TP": 17932, + "n_pred": 20284, + "n_ref": 24954 + }, + "14": { + "Dice": 0.2572257129047849, + "FN": 6062, + "FP": 40042, + "IoU": 0.14759554051805424, + "TN": 6429497, + "TP": 7983, + "n_pred": 48025, + "n_ref": 14045 + }, + "15": { + "Dice": 0.7975050274378813, + "FN": 3681, + "FP": 2260, + "IoU": 0.6632086167800454, + "TN": 6465944, + "TP": 11699, + "n_pred": 13959, + "n_ref": 15380 + }, + "2": { + "Dice": 0.975097715081618, + "FN": 2049, + "FP": 3118, + "IoU": 0.9514055431726057, + "TN": 6377255, + "TP": 101162, + "n_pred": 104280, + "n_ref": 103211 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 6483584, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7564291717247176, + "FN": 23306, + "FP": 2778, + "IoU": 0.6082718849024584, + "TN": 6416997, + "TP": 40503, + "n_pred": 43281, + "n_ref": 63809 + }, + "5": { + "Dice": 0.9214001447178003, + "FN": 477, + "FP": 1261, + "IoU": 0.8542557651991615, + "TN": 6471659, + "TP": 10187, + "n_pred": 11448, + "n_ref": 10664 + }, + "6": { + "Dice": 0.9385776220738522, + "FN": 64689, + "FP": 44188, + "IoU": 0.8842640230627934, + "TN": 5542848, + "TP": 831859, + "n_pred": 876047, + "n_ref": 896548 + }, + "7": { + "Dice": 0.8877037028947721, + "FN": 20324, + "FP": 61940, + "IoU": 0.7980820445101162, + "TN": 6076171, + "TP": 325149, + "n_pred": 387089, + "n_ref": 345473 + }, + "8": { + "Dice": 0.9696846987796572, + "FN": 1212, + "FP": 435, + "IoU": 0.9411533514363298, + "TN": 6455596, + "TP": 26341, + "n_pred": 26776, + "n_ref": 27553 + }, + "9": { + "Dice": 0.9064095833532191, + "FN": 1161, + "FP": 2761, + "IoU": 0.8288382648162695, + "TN": 6460670, + "TP": 18992, + "n_pred": 21753, + "n_ref": 20153 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0362.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.7770913659213663, + "FN": 3588.4355555555553, + "FP": 4887.804444444445, + "IoU": 0.694189935535134, + "TN": 1972398.946666667, + "TP": 34292.81333333333, + "n_pred": 39180.617777777785, + "n_ref": 37881.248888888884 + }, + "mean": { + "1": { + "Dice": 0.9526132151315189, + "FN": 1701.0, + "FP": 2391.5, + "IoU": 0.9108963554240725, + "TN": 1961416.9333333333, + "TP": 49658.566666666666, + "n_pred": 52050.066666666666, + "n_ref": 51359.566666666666 + }, + "10": { + "Dice": 0.8429009039743748, + "FN": 4679.2, + "FP": 5017.866666666667, + "IoU": 0.7342202006883226, + "TN": 1980987.5333333334, + "TP": 24483.4, + "n_pred": 29501.266666666666, + "n_ref": 29162.6 + }, + "11": { + "Dice": 0.4411718300836982, + "FN": 214.33333333333334, + "FP": 49.96666666666667, + "IoU": 0.33733403395612016, + "TN": 2014670.2333333334, + "TP": 233.46666666666667, + "n_pred": 283.43333333333334, + "n_ref": 447.8 + }, + "12": { + "Dice": 0.5556376475536561, + "FN": 296.1333333333333, + "FP": 357.26666666666665, + "IoU": 0.4479716925029379, + "TN": 2013505.2333333334, + "TP": 1009.3666666666667, + "n_pred": 1366.6333333333334, + "n_ref": 1305.5 + }, + "13": { + "Dice": 0.7767388847221317, + "FN": 4970.866666666667, + "FP": 5483.6, + "IoU": 0.6640041066836562, + "TN": 1982681.7, + "TP": 22031.833333333332, + "n_pred": 27515.433333333334, + "n_ref": 27002.7 + }, + "14": { + "Dice": 0.7661585517750701, + "FN": 6556.0, + "FP": 1848.4666666666667, + "IoU": 0.7039323889162874, + "TN": 1958690.3666666667, + "TP": 48073.166666666664, + "n_pred": 49921.63333333333, + "n_ref": 54629.166666666664 + }, + "15": { + "Dice": 0.7438051545470977, + "FN": 4385.433333333333, + "FP": 2538.6, + "IoU": 0.6409534061379564, + "TN": 1991263.8666666667, + "TP": 16980.1, + "n_pred": 19518.7, + "n_ref": 21365.533333333333 + }, + "2": { + "Dice": 0.8684029665632903, + "FN": 2746.1, + "FP": 3054.233333333333, + "IoU": 0.8017335395736304, + "TN": 1978507.7666666666, + "TP": 30859.9, + "n_pred": 33914.13333333333, + "n_ref": 33606.0 + }, + "3": { + "Dice": 0.8730539580220384, + "FN": 1031.7, + "FP": 2844.8333333333335, + "IoU": 0.8265895314262367, + "TN": 1980632.5, + "TP": 30658.966666666667, + "n_pred": 33503.8, + "n_ref": 31690.666666666668 + }, + "4": { + "Dice": 0.6809625388494838, + "FN": 1076.2666666666667, + "FP": 682.6333333333333, + "IoU": 0.5849663997590822, + "TN": 2007917.0333333334, + "TP": 5492.066666666667, + "n_pred": 6174.7, + "n_ref": 6568.333333333333 + }, + "5": { + "Dice": 0.6742154636381127, + "FN": 1031.5, + "FP": 678.8666666666667, + "IoU": 0.5591090386332774, + "TN": 2010178.6666666667, + "TP": 3278.9666666666667, + "n_pred": 3957.8333333333335, + "n_ref": 4310.466666666666 + }, + "6": { + "Dice": 0.9125491980735772, + "FN": 4719.333333333333, + "FP": 10850.0, + "IoU": 0.8565999125048855, + "TN": 1882025.3666666667, + "TP": 117573.3, + "n_pred": 128423.3, + "n_ref": 122292.63333333333 + }, + "7": { + "Dice": 0.7811897718351047, + "FN": 16642.3, + "FP": 33352.23333333333, + "IoU": 0.7004351100859939, + "TN": 1839807.6333333333, + "TP": 125365.83333333333, + "n_pred": 158718.06666666668, + "n_ref": 142008.13333333333 + }, + "8": { + "Dice": 0.9115162667015463, + "FN": 1376.4333333333334, + "FP": 2507.366666666667, + "IoU": 0.8581694629050685, + "TN": 1987919.7666666666, + "TP": 23364.433333333334, + "n_pred": 25871.8, + "n_ref": 24740.866666666665 + }, + "9": { + "Dice": 0.8754541373497928, + "FN": 2399.9333333333334, + "FP": 1659.6333333333334, + "IoU": 0.7859338538294826, + "TN": 1995779.6, + "TP": 15328.833333333334, + "n_pred": 16988.466666666667, + "n_ref": 17728.766666666666 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8351734746197231, + "FN": 5350, + "FP": 4294, + "IoU": 0.7169938668310004, + "TN": 1192547, + "TP": 24433, + "n_pred": 28727, + "n_ref": 29783 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5910838481143894, + "FN": 13615, + "FP": 5317, + "IoU": 0.41953089069446575, + "TN": 1194009, + "TP": 13683, + "n_pred": 19000, + "n_ref": 27298 + }, + "14": { + "Dice": 0.9552378064425836, + "FN": 3503, + "FP": 6092, + "IoU": 0.9143112301853092, + "TN": 1114649, + "TP": 102380, + "n_pred": 108472, + "n_ref": 105883 + }, + "15": { + "Dice": 0.9011611050517043, + "FN": 9241, + "FP": 5077, + "IoU": 0.8201030280185952, + "TN": 1147034, + "TP": 65272, + "n_pred": 70349, + "n_ref": 74513 + }, + "2": { + "Dice": 0.9626206079993352, + "FN": 1360, + "FP": 2239, + "IoU": 0.9279349632566428, + "TN": 1176683, + "TP": 46342, + "n_pred": 48581, + "n_ref": 47702 + }, + "3": { + "Dice": 0.9645634312222353, + "FN": 2466, + "FP": 2041, + "IoU": 0.9315524101691827, + "TN": 1160778, + "TP": 61339, + "n_pred": 63380, + "n_ref": 63805 + }, + "4": { + "Dice": 0.8521773871354374, + "FN": 507, + "FP": 973, + "IoU": 0.7424295161851723, + "TN": 1220878, + "TP": 4266, + "n_pred": 5239, + "n_ref": 4773 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8860622462787551, + "FN": 632, + "FP": 2736, + "IoU": 0.7954324586977648, + "TN": 1210160, + "TP": 13096, + "n_pred": 15832, + "n_ref": 13728 + }, + "7": { + "Dice": 0.8198950766747377, + "FN": 6562, + "FP": 2364, + "IoU": 0.6947645590397702, + "TN": 1197381, + "TP": 20317, + "n_pred": 22681, + "n_ref": 26879 + }, + "8": { + "Dice": 0.932380340507549, + "FN": 686, + "FP": 156, + "IoU": 0.8733263126222356, + "TN": 1219977, + "TP": 5805, + "n_pred": 5961, + "n_ref": 6491 + }, + "9": { + "Dice": 0.955020054752658, + "FN": 1697, + "FP": 1129, + "IoU": 0.9139123282663661, + "TN": 1193797, + "TP": 30001, + "n_pred": 31130, + "n_ref": 31698 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7859985381304313, + "FN": 8062, + "FP": 7748, + "IoU": 0.6474444741771475, + "TN": 1882708, + "TP": 29034, + "n_pred": 36782, + "n_ref": 37096 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.811835734814729, + "FN": 2861, + "FP": 6894, + "IoU": 0.6832689373031592, + "TN": 1896753, + "TP": 21044, + "n_pred": 27938, + "n_ref": 23905 + }, + "14": { + "Dice": 0.9030950921063154, + "FN": 1863, + "FP": 5407, + "IoU": 0.8233121081028533, + "TN": 1886406, + "TP": 33876, + "n_pred": 39283, + "n_ref": 35739 + }, + "15": { + "Dice": 0.7458495363446006, + "FN": 9552, + "FP": 4042, + "IoU": 0.5947049879252259, + "TN": 1894011, + "TP": 19947, + "n_pred": 23989, + "n_ref": 29499 + }, + "2": { + "Dice": 0.6325581395348837, + "FN": 10, + "FP": 69, + "IoU": 0.46258503401360546, + "TN": 1927405, + "TP": 68, + "n_pred": 137, + "n_ref": 78 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8255652393583428, + "FN": 3301, + "FP": 2223, + "IoU": 0.702946870294687, + "TN": 1908956, + "TP": 13072, + "n_pred": 15295, + "n_ref": 16373 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 5413, + "IoU": 0.0, + "TN": 1922139, + "TP": 0, + "n_pred": 5413, + "n_ref": 0 + }, + "6": { + "Dice": 0.9593285736136535, + "FN": 3797, + "FP": 4446, + "IoU": 0.9218361812285459, + "TN": 1822094, + "TP": 97215, + "n_pred": 101661, + "n_ref": 101012 + }, + "7": { + "Dice": 0.8357116934020469, + "FN": 9654, + "FP": 1663, + "IoU": 0.7177875863444801, + "TN": 1887451, + "TP": 28784, + "n_pred": 30447, + "n_ref": 38438 + }, + "8": { + "Dice": 0.9463138038923339, + "FN": 2337, + "FP": 2416, + "IoU": 0.8980983212915121, + "TN": 1880909, + "TP": 41890, + "n_pred": 44306, + "n_ref": 44227 + }, + "9": { + "Dice": 0.941758900135591, + "FN": 347, + "FP": 1500, + "IoU": 0.8899284862932062, + "TN": 1910772, + "TP": 14933, + "n_pred": 16433, + "n_ref": 15280 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8358862144420132, + "FN": 158, + "FP": 217, + "IoU": 0.7180451127819549, + "TN": 1400526, + "TP": 955, + "n_pred": 1172, + "n_ref": 1113 + }, + "14": { + "Dice": 0.8664344343384077, + "FN": 20618, + "FP": 1659, + "IoU": 0.764344349003512, + "TN": 1307324, + "TP": 72255, + "n_pred": 73914, + "n_ref": 92873 + }, + "15": { + "Dice": 0.8520253101489712, + "FN": 5186, + "FP": 754, + "IoU": 0.7421986892929995, + "TN": 1378815, + "TP": 17101, + "n_pred": 17855, + "n_ref": 22287 + }, + "2": { + "Dice": 0.9695997130356393, + "FN": 1603, + "FP": 4838, + "IoU": 0.9409932482570976, + "TN": 1292699, + "TP": 102716, + "n_pred": 107554, + "n_ref": 104319 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9542589668075178, + "FN": 1979, + "FP": 1236, + "IoU": 0.9125193872275584, + "TN": 1365105, + "TP": 33536, + "n_pred": 34772, + "n_ref": 35515 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8291209400288216, + "FN": 976, + "FP": 5190, + "IoU": 0.7081183431952662, + "TN": 1555963, + "TP": 14959, + "n_pred": 20149, + "n_ref": 15935 + }, + "11": { + "Dice": 0.0, + "FN": 380, + "FP": 0, + "IoU": 0.0, + "TN": 1576708, + "TP": 0, + "n_pred": 0, + "n_ref": 380 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8313793156573048, + "FN": 5993, + "FP": 4952, + "IoU": 0.7114193055079495, + "TN": 1539161, + "TP": 26982, + "n_pred": 31934, + "n_ref": 32975 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9394930498773508, + "FN": 235, + "FP": 209, + "IoU": 0.8858905165767155, + "TN": 1573197, + "TP": 3447, + "n_pred": 3656, + "n_ref": 3682 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.5959079283887468, + "FN": 265, + "FP": 51, + "IoU": 0.424408014571949, + "TN": 1576539, + "TP": 233, + "n_pred": 284, + "n_ref": 498 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.895793991416309, + "FN": 1681, + "FP": 747, + "IoU": 0.8112562189054726, + "TN": 1564224, + "TP": 10436, + "n_pred": 11183, + "n_ref": 12117 + }, + "7": { + "Dice": 0.886913399901973, + "FN": 6707, + "FP": 5060, + "IoU": 0.7968053876705232, + "TN": 1519178, + "TP": 46143, + "n_pred": 51203, + "n_ref": 52850 + }, + "8": { + "Dice": 0.8672183322724379, + "FN": 3369, + "FP": 7061, + "IoU": 0.7655652955720387, + "TN": 1532598, + "TP": 34060, + "n_pred": 41121, + "n_ref": 37429 + }, + "9": { + "Dice": 0.8848703799277462, + "FN": 4662, + "FP": 1138, + "IoU": 0.7935134750258108, + "TN": 1548999, + "TP": 22289, + "n_pred": 23427, + "n_ref": 26951 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9176470588235294, + "FN": 228, + "FP": 990, + "IoU": 0.8478260869565217, + "TN": 1744316, + "TP": 6786, + "n_pred": 7776, + "n_ref": 7014 + }, + "10": { + "Dice": 0.7970219559616205, + "FN": 6062, + "FP": 6779, + "IoU": 0.6625407337327867, + "TN": 1714268, + "TP": 25211, + "n_pred": 31990, + "n_ref": 31273 + }, + "11": { + "Dice": 0.045060658578856154, + "FN": 551, + "FP": 0, + "IoU": 0.02304964539007092, + "TN": 1751756, + "TP": 13, + "n_pred": 13, + "n_ref": 564 + }, + "12": { + "Dice": 0.7786092352619091, + "FN": 578, + "FP": 635, + "IoU": 0.6374775851763299, + "TN": 1748974, + "TP": 2133, + "n_pred": 2768, + "n_ref": 2711 + }, + "13": { + "Dice": 0.8565025906735751, + "FN": 3339, + "FP": 7739, + "IoU": 0.7490201409184621, + "TN": 1708181, + "TP": 33061, + "n_pred": 40800, + "n_ref": 36400 + }, + "14": { + "Dice": 0.9615108456546495, + "FN": 7623, + "FP": 9209, + "IoU": 0.9258747109985688, + "TN": 1525245, + "TP": 210243, + "n_pred": 219452, + "n_ref": 217866 + }, + "15": { + "Dice": 0.7524479081512162, + "FN": 8316, + "FP": 5311, + "IoU": 0.6031394705419809, + "TN": 1717983, + "TP": 20710, + "n_pred": 26021, + "n_ref": 29026 + }, + "2": { + "Dice": 0.9372482320293617, + "FN": 1880, + "FP": 5130, + "IoU": 0.8819070080862533, + "TN": 1692960, + "TP": 52350, + "n_pred": 57480, + "n_ref": 54230 + }, + "3": { + "Dice": 0.954212355669382, + "FN": 2382, + "FP": 1873, + "IoU": 0.9124341455383602, + "TN": 1703728, + "TP": 44337, + "n_pred": 46210, + "n_ref": 46719 + }, + "4": { + "Dice": 0.8058581457274268, + "FN": 2208, + "FP": 1000, + "IoU": 0.6748428947901886, + "TN": 1742454, + "TP": 6658, + "n_pred": 7658, + "n_ref": 8866 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9500214747383748, + "FN": 2621, + "FP": 2150, + "IoU": 0.9048008620001596, + "TN": 1702204, + "TP": 45345, + "n_pred": 47495, + "n_ref": 47966 + }, + "7": { + "Dice": 0.9559976614622738, + "FN": 6692, + "FP": 3544, + "IoU": 0.9157045211232809, + "TN": 1630890, + "TP": 111194, + "n_pred": 114738, + "n_ref": 117886 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8205101455323144, + "FN": 2096, + "FP": 1345, + "IoU": 0.6956483283212453, + "TN": 1741014, + "TP": 7865, + "n_pred": 9210, + "n_ref": 9961 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.94603851130223, + "FN": 2891, + "FP": 4199, + "IoU": 0.8976025418833045, + "TN": 2208776, + "TP": 62150, + "n_pred": 66349, + "n_ref": 65041 + }, + "10": { + "Dice": 0.7207049053036697, + "FN": 21636, + "FP": 3183, + "IoU": 0.5633609542407769, + "TN": 2221175, + "TP": 32022, + "n_pred": 35205, + "n_ref": 53658 + }, + "11": { + "Dice": 0.0, + "FN": 130, + "FP": 0, + "IoU": 0.0, + "TN": 2277886, + "TP": 0, + "n_pred": 0, + "n_ref": 130 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 71, + "IoU": 0.0, + "TN": 2277945, + "TP": 0, + "n_pred": 71, + "n_ref": 0 + }, + "13": { + "Dice": 0.615647829731903, + "FN": 10176, + "FP": 34754, + "IoU": 0.444719084460044, + "TN": 2197102, + "TP": 35984, + "n_pred": 70738, + "n_ref": 46160 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8426252646436133, + "FN": 65, + "FP": 158, + "IoU": 0.7280487804878049, + "TN": 2277196, + "TP": 597, + "n_pred": 755, + "n_ref": 662 + }, + "3": { + "Dice": 0.9284503221430993, + "FN": 185, + "FP": 237, + "IoU": 0.8664556962025316, + "TN": 2274856, + "TP": 2738, + "n_pred": 2975, + "n_ref": 2923 + }, + "4": { + "Dice": 0.5796610169491525, + "FN": 418, + "FP": 78, + "IoU": 0.4081145584725537, + "TN": 2277178, + "TP": 342, + "n_pred": 420, + "n_ref": 760 + }, + "5": { + "Dice": 0.4859596194012532, + "FN": 5923, + "FP": 722, + "IoU": 0.32096873083997546, + "TN": 2268230, + "TP": 3141, + "n_pred": 3863, + "n_ref": 9064 + }, + "6": { + "Dice": 0.9492318784315901, + "FN": 2101, + "FP": 2476, + "IoU": 0.9033695055525061, + "TN": 2230650, + "TP": 42789, + "n_pred": 45265, + "n_ref": 44890 + }, + "7": { + "Dice": 0.08322885266892523, + "FN": 29216, + "FP": 5151, + "IoU": 0.043421382247334876, + "TN": 2242089, + "TP": 1560, + "n_pred": 6711, + "n_ref": 30776 + }, + "8": { + "Dice": 0.9145762984402637, + "FN": 1640, + "FP": 2610, + "IoU": 0.8425984222806563, + "TN": 2251015, + "TP": 22751, + "n_pred": 25361, + "n_ref": 24391 + }, + "9": { + "Dice": 0.8066134466090523, + "FN": 5506, + "FP": 5056, + "IoU": 0.6759029120255301, + "TN": 2245427, + "TP": 22027, + "n_pred": 27083, + "n_ref": 27533 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9749672952683801, + "FN": 3612, + "FP": 2607, + "IoU": 0.9511572565127585, + "TN": 2325921, + "TP": 121108, + "n_pred": 123715, + "n_ref": 124720 + }, + "10": { + "Dice": 0.874054472376863, + "FN": 2357, + "FP": 2688, + "IoU": 0.7762848654161678, + "TN": 2430697, + "TP": 17506, + "n_pred": 20194, + "n_ref": 19863 + }, + "11": { + "Dice": 0.696969696969697, + "FN": 10, + "FP": 30, + "IoU": 0.5348837209302325, + "TN": 2453162, + "TP": 46, + "n_pred": 76, + "n_ref": 56 + }, + "12": { + "Dice": 0.6317907444668008, + "FN": 399, + "FP": 333, + "IoU": 0.46176470588235297, + "TN": 2451888, + "TP": 628, + "n_pred": 961, + "n_ref": 1027 + }, + "13": { + "Dice": 0.8329001727634643, + "FN": 8162, + "FP": 2961, + "IoU": 0.713649469673566, + "TN": 2414404, + "TP": 27721, + "n_pred": 30682, + "n_ref": 35883 + }, + "14": { + "Dice": 0.8286947735831726, + "FN": 225, + "FP": 1640, + "IoU": 0.7074968632371392, + "TN": 2446872, + "TP": 4511, + "n_pred": 6151, + "n_ref": 4736 + }, + "15": { + "Dice": 0.8615029182879378, + "FN": 2699, + "FP": 4135, + "IoU": 0.7567019117804122, + "TN": 2425159, + "TP": 21255, + "n_pred": 25390, + "n_ref": 23954 + }, + "2": { + "Dice": 0.7951807228915663, + "FN": 1, + "FP": 16, + "IoU": 0.66, + "TN": 2453198, + "TP": 33, + "n_pred": 49, + "n_ref": 34 + }, + "3": { + "Dice": 0.9515841399685923, + "FN": 5380, + "FP": 5534, + "IoU": 0.9076399702119017, + "TN": 2335080, + "TP": 107254, + "n_pred": 112788, + "n_ref": 112634 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7000209628956746, + "FN": 2896, + "FP": 1397, + "IoU": 0.5384863470221458, + "TN": 2443946, + "TP": 5009, + "n_pred": 6406, + "n_ref": 7905 + }, + "6": { + "Dice": 0.9491625707638557, + "FN": 9116, + "FP": 22503, + "IoU": 0.9032439693871618, + "TN": 2126457, + "TP": 295172, + "n_pred": 317675, + "n_ref": 304288 + }, + "7": { + "Dice": 0.9537690966070734, + "FN": 12731, + "FP": 14147, + "IoU": 0.9116239001486197, + "TN": 2149116, + "TP": 277254, + "n_pred": 291401, + "n_ref": 289985 + }, + "8": { + "Dice": 0.8984653741993724, + "FN": 764, + "FP": 3960, + "IoU": 0.8156487804878049, + "TN": 2427623, + "TP": 20901, + "n_pred": 24861, + "n_ref": 21665 + }, + "9": { + "Dice": 0.8189940660439843, + "FN": 9633, + "FP": 3758, + "IoU": 0.6934715927299364, + "TN": 2409562, + "TP": 30295, + "n_pred": 34053, + "n_ref": 39928 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8796937440746919, + "FN": 8335, + "FP": 1690, + "IoU": 0.7852261285001179, + "TN": 3282731, + "TP": 36652, + "n_pred": 38342, + "n_ref": 44987 + }, + "10": { + "Dice": 0.6616910275926282, + "FN": 20969, + "FP": 24813, + "IoU": 0.49442321708593767, + "TN": 3238854, + "TP": 44772, + "n_pred": 69585, + "n_ref": 65741 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6594202898550725, + "FN": 263, + "FP": 1053, + "IoU": 0.4918918918918919, + "TN": 3326818, + "TP": 1274, + "n_pred": 2327, + "n_ref": 1537 + }, + "13": { + "Dice": 0.5472142236848119, + "FN": 13946, + "FP": 25680, + "IoU": 0.37666546066602696, + "TN": 3265837, + "TP": 23945, + "n_pred": 49625, + "n_ref": 37891 + }, + "14": { + "Dice": 0.9018987045345973, + "FN": 5068, + "FP": 5405, + "IoU": 0.8213255992493389, + "TN": 3270793, + "TP": 48142, + "n_pred": 53547, + "n_ref": 53210 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 7122, + "IoU": 0.0, + "TN": 3322286, + "TP": 0, + "n_pred": 7122, + "n_ref": 0 + }, + "2": { + "Dice": 0.9416982009989417, + "FN": 6307, + "FP": 7852, + "IoU": 0.8898200890216952, + "TN": 3200900, + "TP": 114349, + "n_pred": 122201, + "n_ref": 120656 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 118, + "IoU": 0.0, + "TN": 3329290, + "TP": 0, + "n_pred": 118, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.3571097730430755, + "FN": 2725, + "FP": 51, + "IoU": 0.21736678883563576, + "TN": 3325861, + "TP": 771, + "n_pred": 822, + "n_ref": 3496 + }, + "6": { + "Dice": 0.9606135199185677, + "FN": 10850, + "FP": 19215, + "IoU": 0.9242120600253593, + "TN": 2932709, + "TP": 366634, + "n_pred": 385849, + "n_ref": 377484 + }, + "7": { + "Dice": 0.9461471166336551, + "FN": 48733, + "FP": 22366, + "IoU": 0.8977981002541428, + "TN": 2633736, + "TP": 624573, + "n_pred": 646939, + "n_ref": 673306 + }, + "8": { + "Dice": 0.8956513778266044, + "FN": 1993, + "FP": 3706, + "IoU": 0.8110223165434227, + "TN": 3299251, + "TP": 24458, + "n_pred": 28164, + "n_ref": 26451 + }, + "9": { + "Dice": 0.7694232105628909, + "FN": 7744, + "FP": 5528, + "IoU": 0.6252541224305399, + "TN": 3293992, + "TP": 22144, + "n_pred": 27672, + "n_ref": 29888 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9206979665274807, + "FN": 8041, + "FP": 1303, + "IoU": 0.8530494133928852, + "TN": 987806, + "TP": 54242, + "n_pred": 55545, + "n_ref": 62283 + }, + "10": { + "Dice": 0.8722878880936564, + "FN": 4329, + "FP": 5860, + "IoU": 0.7735022785372903, + "TN": 1006407, + "TP": 34796, + "n_pred": 40656, + "n_ref": 39125 + }, + "11": { + "Dice": 0.48, + "FN": 2, + "FP": 11, + "IoU": 0.3157894736842105, + "TN": 1051373, + "TP": 6, + "n_pred": 17, + "n_ref": 8 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8790854572713643, + "FN": 1662, + "FP": 1564, + "IoU": 0.7842573396642815, + "TN": 1036439, + "TP": 11727, + "n_pred": 13291, + "n_ref": 13389 + }, + "14": { + "Dice": 0.9527163148182634, + "FN": 1153, + "FP": 1640, + "IoU": 0.9097022404707251, + "TN": 1020461, + "TP": 28138, + "n_pred": 29778, + "n_ref": 29291 + }, + "15": { + "Dice": 0.8749626722409454, + "FN": 11488, + "FP": 6098, + "IoU": 0.7777187926588807, + "TN": 972276, + "TP": 61530, + "n_pred": 67628, + "n_ref": 73018 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.909107158816695, + "FN": 1013, + "FP": 2038, + "IoU": 0.8333606423070621, + "TN": 1033083, + "TP": 15258, + "n_pred": 17296, + "n_ref": 16271 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9564763213011663, + "FN": 6251, + "FP": 2082, + "IoU": 0.9165832465764395, + "TN": 951496, + "TP": 91563, + "n_pred": 93645, + "n_ref": 97814 + }, + "7": { + "Dice": 0.9612317446286439, + "FN": 5396, + "FP": 4779, + "IoU": 0.9253572581355086, + "TN": 915076, + "TP": 126141, + "n_pred": 130920, + "n_ref": 131537 + }, + "8": { + "Dice": 0.8452779638312123, + "FN": 327, + "FP": 135, + "IoU": 0.7320185614849188, + "TN": 1049668, + "TP": 1262, + "n_pred": 1397, + "n_ref": 1589 + }, + "9": { + "Dice": 0.8064275037369207, + "FN": 868, + "FP": 1204, + "IoU": 0.6756418284283031, + "TN": 1045004, + "TP": 4316, + "n_pred": 5520, + "n_ref": 5184 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9372302251807166, + "FN": 5674, + "FP": 6396, + "IoU": 0.8818751223331376, + "TN": 3227228, + "TP": 90110, + "n_pred": 96506, + "n_ref": 95784 + }, + "10": { + "Dice": 0.8253433963587276, + "FN": 6561, + "FP": 13364, + "IoU": 0.7026252555855708, + "TN": 3262405, + "TP": 47078, + "n_pred": 60442, + "n_ref": 53639 + }, + "11": { + "Dice": 0.7738124538518336, + "FN": 295, + "FP": 624, + "IoU": 0.6310718586912887, + "TN": 3326917, + "TP": 1572, + "n_pred": 2196, + "n_ref": 1867 + }, + "12": { + "Dice": 0.7505714669893775, + "FN": 1265, + "FP": 590, + "IoU": 0.600731812311666, + "TN": 3324762, + "TP": 2791, + "n_pred": 3381, + "n_ref": 4056 + }, + "13": { + "Dice": 0.852966160790131, + "FN": 7315, + "FP": 4282, + "IoU": 0.7436277218967614, + "TN": 3284173, + "TP": 33638, + "n_pred": 37920, + "n_ref": 40953 + }, + "14": { + "Dice": 0.904832209409042, + "FN": 1424, + "FP": 961, + "IoU": 0.826204182758872, + "TN": 3315685, + "TP": 11338, + "n_pred": 12299, + "n_ref": 12762 + }, + "15": { + "Dice": 0.45863501483679525, + "FN": 80, + "FP": 4481, + "IoU": 0.29755120899430154, + "TN": 3322915, + "TP": 1932, + "n_pred": 6413, + "n_ref": 2012 + }, + "2": { + "Dice": 0.9537997766024735, + "FN": 3066, + "FP": 3800, + "IoU": 0.9116799588371495, + "TN": 3251668, + "TP": 70874, + "n_pred": 74674, + "n_ref": 73940 + }, + "3": { + "Dice": 0.9540529551053601, + "FN": 2239, + "FP": 7366, + "IoU": 0.9121426938028813, + "TN": 3220083, + "TP": 99720, + "n_pred": 107086, + "n_ref": 101959 + }, + "4": { + "Dice": 0.8714723926380368, + "FN": 310, + "FP": 528, + "IoU": 0.7722207121500407, + "TN": 3325729, + "TP": 2841, + "n_pred": 3369, + "n_ref": 3151 + }, + "5": { + "Dice": 0.8762357268756227, + "FN": 1225, + "FP": 390, + "IoU": 0.7797326786688489, + "TN": 3322076, + "TP": 5717, + "n_pred": 6107, + "n_ref": 6942 + }, + "6": { + "Dice": 0.7459109392586138, + "FN": 6049, + "FP": 105925, + "IoU": 0.5947830681320591, + "TN": 3053077, + "TP": 164357, + "n_pred": 270282, + "n_ref": 170406 + }, + "7": { + "Dice": 0.9036205169173548, + "FN": 134899, + "FP": 12285, + "IoU": 0.8241859053917007, + "TN": 2492251, + "TP": 689973, + "n_pred": 702258, + "n_ref": 824872 + }, + "8": { + "Dice": 0.9575753617035174, + "FN": 1264, + "FP": 1334, + "IoU": 0.9186039225515383, + "TN": 3297490, + "TP": 29320, + "n_pred": 30654, + "n_ref": 30584 + }, + "9": { + "Dice": 0.8932266905307903, + "FN": 2675, + "FP": 1143, + "IoU": 0.8070547806751567, + "TN": 3309620, + "TP": 15970, + "n_pred": 17113, + "n_ref": 18645 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9481331454737584, + "FN": 4413, + "FP": 1477, + "IoU": 0.901381331100879, + "TN": 816435, + "TP": 53835, + "n_pred": 55312, + "n_ref": 58248 + }, + "15": { + "Dice": 0.7925284244721169, + "FN": 948, + "FP": 2884, + "IoU": 0.6563536902519953, + "TN": 865009, + "TP": 7319, + "n_pred": 10203, + "n_ref": 8267 + }, + "2": { + "Dice": 0.6666666666666666, + "FN": 2, + "FP": 0, + "IoU": 0.5, + "TN": 876156, + "TP": 2, + "n_pred": 2, + "n_ref": 4 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9681519357195033, + "FN": 1484, + "FP": 2004, + "IoU": 0.9382698570012743, + "TN": 819656, + "TP": 53016, + "n_pred": 55020, + "n_ref": 54500 + }, + "7": { + "Dice": 0.9494591456334412, + "FN": 444, + "FP": 383, + "IoU": 0.9037812681791739, + "TN": 867565, + "TP": 7768, + "n_pred": 8151, + "n_ref": 8212 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.870800421274355, + "FN": 4508, + "FP": 5306, + "IoU": 0.7711660876256208, + "TN": 1183737, + "TP": 33073, + "n_pred": 38379, + "n_ref": 37581 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 1226599, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "13": { + "Dice": 0.814876709525596, + "FN": 5602, + "FP": 5254, + "IoU": 0.6875881320325765, + "TN": 1191875, + "TP": 23893, + "n_pred": 29147, + "n_ref": 29495 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7403267494792068, + "FN": 1585, + "FP": 52265, + "IoU": 0.5877133210323627, + "TN": 1096011, + "TP": 76763, + "n_pred": 129028, + "n_ref": 78348 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9651459133493665, + "FN": 1389, + "FP": 1524, + "IoU": 0.9326396115157821, + "TN": 1183379, + "TP": 40332, + "n_pred": 41856, + "n_ref": 41721 + }, + "7": { + "Dice": 0.9823375964324135, + "FN": 4265, + "FP": 5898, + "IoU": 0.965288285180492, + "TN": 933841, + "TP": 282620, + "n_pred": 288518, + "n_ref": 286885 + }, + "8": { + "Dice": 0.9307720188474085, + "FN": 184, + "FP": 198, + "IoU": 0.8705084745762712, + "TN": 1223674, + "TP": 2568, + "n_pred": 2766, + "n_ref": 2752 + }, + "9": { + "Dice": 0.8775715724356208, + "FN": 485, + "FP": 366, + "IoU": 0.7818508074852601, + "TN": 1222723, + "TP": 3050, + "n_pred": 3416, + "n_ref": 3535 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9933958475212601, + "FN": 1432, + "FP": 459, + "IoU": 0.9868783524040163, + "TN": 2309135, + "TP": 142222, + "n_pred": 142681, + "n_ref": 143654 + }, + "10": { + "Dice": 0.9311410596338192, + "FN": 2196, + "FP": 2193, + "IoU": 0.8711542977923908, + "TN": 2419184, + "TP": 29675, + "n_pred": 31868, + "n_ref": 31871 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9279065104688798, + "FN": 1633, + "FP": 884, + "IoU": 0.8655089500400748, + "TN": 2434533, + "TP": 16198, + "n_pred": 17082, + "n_ref": 17831 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9337175792507204, + "FN": 60, + "FP": 9, + "IoU": 0.8756756756756757, + "TN": 2452693, + "TP": 486, + "n_pred": 495, + "n_ref": 546 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8220670866678018, + "FN": 169, + "FP": 876, + "IoU": 0.6978895634576467, + "TN": 2449789, + "TP": 2414, + "n_pred": 3290, + "n_ref": 2583 + }, + "6": { + "Dice": 0.994193026495721, + "FN": 3429, + "FP": 189, + "IoU": 0.9884531055018495, + "TN": 2139917, + "TP": 309713, + "n_pred": 309902, + "n_ref": 313142 + }, + "7": { + "Dice": 0.9668703187709298, + "FN": 1491, + "FP": 1101, + "IoU": 0.9358653965111964, + "TN": 2412833, + "TP": 37823, + "n_pred": 38924, + "n_ref": 39314 + }, + "8": { + "Dice": 0.9787071103933941, + "FN": 2281, + "FP": 277, + "IoU": 0.9583020897858051, + "TN": 2391902, + "TP": 58788, + "n_pred": 59065, + "n_ref": 61069 + }, + "9": { + "Dice": 0.9651006711409396, + "FN": 1109, + "FP": 295, + "IoU": 0.9325551232166018, + "TN": 2432431, + "TP": 19413, + "n_pred": 19708, + "n_ref": 20522 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9424395664868821, + "FN": 4606, + "FP": 16941, + "IoU": 0.8911448808236756, + "TN": 1729610, + "TP": 176395, + "n_pred": 193336, + "n_ref": 181001 + }, + "10": { + "Dice": 0.6612662785137682, + "FN": 6400, + "FP": 5643, + "IoU": 0.4939490713505337, + "TN": 1903754, + "TP": 11755, + "n_pred": 17398, + "n_ref": 18155 + }, + "11": { + "Dice": 0.6883900555153271, + "FN": 1175, + "FP": 116, + "IoU": 0.5248435774751564, + "TN": 1924835, + "TP": 1426, + "n_pred": 1542, + "n_ref": 2601 + }, + "12": { + "Dice": 0.5801886792452831, + "FN": 1339, + "FP": 1865, + "IoU": 0.40863787375415284, + "TN": 1922134, + "TP": 2214, + "n_pred": 4079, + "n_ref": 3553 + }, + "13": { + "Dice": 0.7855039802260914, + "FN": 1807, + "FP": 4094, + "IoU": 0.6467736142703221, + "TN": 1910846, + "TP": 10805, + "n_pred": 14899, + "n_ref": 12612 + }, + "14": { + "Dice": 0.9642498374992614, + "FN": 2106, + "FP": 2129, + "IoU": 0.9309675947056139, + "TN": 1866204, + "TP": 57113, + "n_pred": 59242, + "n_ref": 59219 + }, + "15": { + "Dice": 0.24967742963187153, + "FN": 37999, + "FP": 9104, + "IoU": 0.1426465234801602, + "TN": 1872612, + "TP": 7837, + "n_pred": 16941, + "n_ref": 45836 + }, + "2": { + "Dice": 0.931546541108294, + "FN": 155, + "FP": 34, + "IoU": 0.871864406779661, + "TN": 1926077, + "TP": 1286, + "n_pred": 1320, + "n_ref": 1441 + }, + "3": { + "Dice": 0.9584898113375259, + "FN": 1592, + "FP": 2144, + "IoU": 0.9202884635900062, + "TN": 1880683, + "TP": 43133, + "n_pred": 45277, + "n_ref": 44725 + }, + "4": { + "Dice": 0.8787603875603295, + "FN": 208, + "FP": 3133, + "IoU": 0.7837400478995404, + "TN": 1912103, + "TP": 12108, + "n_pred": 15241, + "n_ref": 12316 + }, + "5": { + "Dice": 0.7551728569592597, + "FN": 1479, + "FP": 426, + "IoU": 0.6066487714226719, + "TN": 1922709, + "TP": 2938, + "n_pred": 3364, + "n_ref": 4417 + }, + "6": { + "Dice": 0.9032819309144925, + "FN": 5574, + "FP": 17996, + "IoU": 0.8236227307421764, + "TN": 1793918, + "TP": 110064, + "n_pred": 128060, + "n_ref": 115638 + }, + "7": { + "Dice": 0.7292172387936403, + "FN": 81705, + "FP": 3519, + "IoU": 0.5738331216433807, + "TN": 1727574, + "TP": 114754, + "n_pred": 118273, + "n_ref": 196459 + }, + "8": { + "Dice": 0.948453302488359, + "FN": 1523, + "FP": 1953, + "IoU": 0.9019602312790862, + "TN": 1892097, + "TP": 31979, + "n_pred": 33932, + "n_ref": 33502 + }, + "9": { + "Dice": 0.875725072102142, + "FN": 400, + "FP": 3435, + "IoU": 0.778924309678907, + "TN": 1910205, + "TP": 13512, + "n_pred": 16947, + "n_ref": 13912 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9635536246217606, + "FN": 2033, + "FP": 10349, + "IoU": 0.9296705044389033, + "TN": 1576263, + "TP": 163675, + "n_pred": 174024, + "n_ref": 165708 + }, + "10": { + "Dice": 0.7999693251533743, + "FN": 3180, + "FP": 9862, + "IoU": 0.6666240638020501, + "TN": 1713199, + "TP": 26079, + "n_pred": 35941, + "n_ref": 29259 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.765225744476465, + "FN": 1189, + "FP": 1255, + "IoU": 0.6197292671541933, + "TN": 1745893, + "TP": 3983, + "n_pred": 5238, + "n_ref": 5172 + }, + "13": { + "Dice": 0.4903661447115664, + "FN": 7657, + "FP": 1098, + "IoU": 0.32482455463869825, + "TN": 1739353, + "TP": 4212, + "n_pred": 5310, + "n_ref": 11869 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 237, + "IoU": 0.0, + "TN": 1752083, + "TP": 0, + "n_pred": 237, + "n_ref": 0 + }, + "15": { + "Dice": 0.9008691410580462, + "FN": 5634, + "FP": 3308, + "IoU": 0.8196195509652432, + "TN": 1702747, + "TP": 40631, + "n_pred": 43939, + "n_ref": 46265 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 1752306, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "3": { + "Dice": 0.9521130045627487, + "FN": 3211, + "FP": 6644, + "IoU": 0.9086027488731846, + "TN": 1644494, + "TP": 97971, + "n_pred": 104615, + "n_ref": 101182 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1080, + "IoU": 0.0, + "TN": 1751240, + "TP": 0, + "n_pred": 1080, + "n_ref": 0 + }, + "5": { + "Dice": 0.783681592039801, + "FN": 2291, + "FP": 970, + "IoU": 0.6443062827225131, + "TN": 1743152, + "TP": 5907, + "n_pred": 6877, + "n_ref": 8198 + }, + "6": { + "Dice": 0.969294433634819, + "FN": 8551, + "FP": 2401, + "IoU": 0.940418355411691, + "TN": 1568505, + "TP": 172863, + "n_pred": 175264, + "n_ref": 181414 + }, + "7": { + "Dice": 0.7734525909129084, + "FN": 1371, + "FP": 9419, + "IoU": 0.6305933102810778, + "TN": 1723111, + "TP": 18419, + "n_pred": 27838, + "n_ref": 19790 + }, + "8": { + "Dice": 0.9620302208446339, + "FN": 596, + "FP": 384, + "IoU": 0.9268383725270624, + "TN": 1738925, + "TP": 12415, + "n_pred": 12799, + "n_ref": 13011 + }, + "9": { + "Dice": 0.9089662736495749, + "FN": 2297, + "FP": 1023, + "IoU": 0.833123900477507, + "TN": 1732425, + "TP": 16575, + "n_pred": 17598, + "n_ref": 18872 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9598464824939353, + "FN": 244, + "FP": 865, + "IoU": 0.9227930938457254, + "TN": 2088420, + "TP": 13255, + "n_pred": 14120, + "n_ref": 13499 + }, + "10": { + "Dice": 0.9373521317174448, + "FN": 2380, + "FP": 2810, + "IoU": 0.8820910102914783, + "TN": 2058767, + "TP": 38827, + "n_pred": 41637, + "n_ref": 41207 + }, + "11": { + "Dice": 0.6677524429967426, + "FN": 435, + "FP": 177, + "IoU": 0.5012224938875306, + "TN": 2101557, + "TP": 615, + "n_pred": 792, + "n_ref": 1050 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7487749743762548, + "FN": 6545, + "FP": 11348, + "IoU": 0.5984335024013645, + "TN": 2058226, + "TP": 26665, + "n_pred": 38013, + "n_ref": 33210 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 6569, + "IoU": 0.0, + "TN": 2096215, + "TP": 0, + "n_pred": 6569, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9591581579495728, + "FN": 345, + "FP": 47, + "IoU": 0.9215215215215216, + "TN": 2097789, + "TP": 4603, + "n_pred": 4650, + "n_ref": 4948 + }, + "3": { + "Dice": 0.9725344727468127, + "FN": 1096, + "FP": 2073, + "IoU": 0.9465373260227752, + "TN": 2043509, + "TP": 56106, + "n_pred": 58179, + "n_ref": 57202 + }, + "4": { + "Dice": 0.7797545428598611, + "FN": 109, + "FP": 2206, + "IoU": 0.6390145017932325, + "TN": 2096371, + "TP": 4098, + "n_pred": 6304, + "n_ref": 4207 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.943802430031427, + "FN": 1094, + "FP": 1177, + "IoU": 0.8935851178482733, + "TN": 2081443, + "TP": 19070, + "n_pred": 20247, + "n_ref": 20164 + }, + "7": { + "Dice": 0.208868527861737, + "FN": 14818, + "FP": 527255, + "IoU": 0.11661261672343269, + "TN": 1489154, + "TP": 71557, + "n_pred": 598812, + "n_ref": 86375 + }, + "8": { + "Dice": 0.9580963352293181, + "FN": 462, + "FP": 702, + "IoU": 0.9195632644599544, + "TN": 2088313, + "TP": 13307, + "n_pred": 14009, + "n_ref": 13769 + }, + "9": { + "Dice": 0.9408724040990296, + "FN": 360, + "FP": 944, + "IoU": 0.8883466050175529, + "TN": 2091105, + "TP": 10375, + "n_pred": 11319, + "n_ref": 10735 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9254840162089149, + "FN": 442, + "FP": 1544, + "IoU": 0.861303163628745, + "TN": 2263697, + "TP": 12333, + "n_pred": 13877, + "n_ref": 12775 + }, + "10": { + "Dice": 0.831038062283737, + "FN": 5970, + "FP": 3796, + "IoU": 0.7109196933368854, + "TN": 2244233, + "TP": 24017, + "n_pred": 27813, + "n_ref": 29987 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 2278014, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "12": { + "Dice": 0.8368688748294256, + "FN": 1112, + "FP": 203, + "IoU": 0.7194965870307167, + "TN": 2273328, + "TP": 3373, + "n_pred": 3576, + "n_ref": 4485 + }, + "13": { + "Dice": 0.6395210362322387, + "FN": 14018, + "FP": 8079, + "IoU": 0.47007050697875197, + "TN": 2236318, + "TP": 19601, + "n_pred": 27680, + "n_ref": 33619 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9144648454993283, + "FN": 45, + "FP": 146, + "IoU": 0.8424092409240924, + "TN": 2276804, + "TP": 1021, + "n_pred": 1167, + "n_ref": 1066 + }, + "3": { + "Dice": 0.9761903307203998, + "FN": 2558, + "FP": 1339, + "IoU": 0.95348809452766, + "TN": 2194231, + "TP": 79888, + "n_pred": 81227, + "n_ref": 82446 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 2277998, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "5": { + "Dice": 0.7023980815347722, + "FN": 541, + "FP": 1941, + "IoU": 0.5413047495841804, + "TN": 2272605, + "TP": 2929, + "n_pred": 4870, + "n_ref": 3470 + }, + "6": { + "Dice": 0.9189390493893075, + "FN": 5537, + "FP": 19059, + "IoU": 0.8500344489089147, + "TN": 2114005, + "TP": 139415, + "n_pred": 158474, + "n_ref": 144952 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 35013, + "IoU": 0.0, + "TN": 2243003, + "TP": 0, + "n_pred": 35013, + "n_ref": 0 + }, + "8": { + "Dice": 0.9382090516371271, + "FN": 3418, + "FP": 2704, + "IoU": 0.8836099545618737, + "TN": 2225417, + "TP": 46477, + "n_pred": 49181, + "n_ref": 49895 + }, + "9": { + "Dice": 0.8936027467540155, + "FN": 1853, + "FP": 3539, + "IoU": 0.8076689851970751, + "TN": 2249981, + "TP": 22643, + "n_pred": 26182, + "n_ref": 24496 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.983395635921064, + "FN": 138, + "FP": 53, + "IoU": 0.9673336753890884, + "TN": 1396009, + "TP": 5656, + "n_pred": 5709, + "n_ref": 5794 + }, + "10": { + "Dice": 0.8563734852991828, + "FN": 137, + "FP": 4450, + "IoU": 0.7488226919285949, + "TN": 1383594, + "TP": 13675, + "n_pred": 18125, + "n_ref": 13812 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.9039758863212286, + "FN": 117, + "FP": 552, + "IoU": 0.8247773703509691, + "TN": 1398038, + "TP": 3149, + "n_pred": 3701, + "n_ref": 3266 + }, + "13": { + "Dice": 0.9137466307277629, + "FN": 86, + "FP": 42, + "IoU": 0.8411910669975186, + "TN": 1401050, + "TP": 678, + "n_pred": 720, + "n_ref": 764 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9708675020626593, + "FN": 1550, + "FP": 4841, + "IoU": 0.9433843591651607, + "TN": 1288972, + "TP": 106493, + "n_pred": 111334, + "n_ref": 108043 + }, + "3": { + "Dice": 0.9649957434022736, + "FN": 332, + "FP": 1066, + "IoU": 0.9323592026320883, + "TN": 1381188, + "TP": 19270, + "n_pred": 20336, + "n_ref": 19602 + }, + "4": { + "Dice": 0.9545132071736153, + "FN": 1830, + "FP": 927, + "IoU": 0.912984471657619, + "TN": 1370172, + "TP": 28927, + "n_pred": 29854, + "n_ref": 30757 + }, + "5": { + "Dice": 0.8848917248655982, + "FN": 535, + "FP": 1756, + "IoU": 0.7935478057132558, + "TN": 1390759, + "TP": 8806, + "n_pred": 10562, + "n_ref": 9341 + }, + "6": { + "Dice": 0.9714656179403037, + "FN": 4267, + "FP": 5724, + "IoU": 0.9445144808819037, + "TN": 1221791, + "TP": 170074, + "n_pred": 175798, + "n_ref": 174341 + }, + "7": { + "Dice": 0.9328743545611016, + "FN": 115, + "FP": 2, + "IoU": 0.8741935483870967, + "TN": 1400926, + "TP": 813, + "n_pred": 815, + "n_ref": 928 + }, + "8": { + "Dice": 0.9796606141781613, + "FN": 562, + "FP": 1321, + "IoU": 0.9601321166183228, + "TN": 1354625, + "TP": 45348, + "n_pred": 46669, + "n_ref": 45910 + }, + "9": { + "Dice": 0.8610729023383769, + "FN": 85, + "FP": 16, + "IoU": 0.7560386473429952, + "TN": 1401442, + "TP": 313, + "n_pred": 329, + "n_ref": 398 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9682442748091603, + "FN": 279, + "FP": 345, + "IoU": 0.9384433264279373, + "TN": 1742183, + "TP": 9513, + "n_pred": 9858, + "n_ref": 9792 + }, + "10": { + "Dice": 0.8781159964925467, + "FN": 91, + "FP": 882, + "IoU": 0.7827154979901741, + "TN": 1747842, + "TP": 3505, + "n_pred": 4387, + "n_ref": 3596 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1018, + "IoU": 0.0, + "TN": 1751302, + "TP": 0, + "n_pred": 1018, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9728868477780604, + "FN": 468, + "FP": 1557, + "IoU": 0.9472051308791324, + "TN": 1713964, + "TP": 36331, + "n_pred": 37888, + "n_ref": 36799 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9007732796153096, + "FN": 10143, + "FP": 2073, + "IoU": 0.8194608654528257, + "TN": 1684656, + "TP": 55448, + "n_pred": 57521, + "n_ref": 65591 + }, + "5": { + "Dice": 0.8381986082541906, + "FN": 2315, + "FP": 1382, + "IoU": 0.7214646274391622, + "TN": 1739047, + "TP": 9576, + "n_pred": 10958, + "n_ref": 11891 + }, + "6": { + "Dice": 0.8877775300226165, + "FN": 1617, + "FP": 5429, + "IoU": 0.7982013976400504, + "TN": 1717404, + "TP": 27870, + "n_pred": 33299, + "n_ref": 29487 + }, + "7": { + "Dice": 0.7893934775982933, + "FN": 171, + "FP": 520, + "IoU": 0.6520644511581067, + "TN": 1750334, + "TP": 1295, + "n_pred": 1815, + "n_ref": 1466 + }, + "8": { + "Dice": 0.949859943977591, + "FN": 1009, + "FP": 65, + "IoU": 0.904507868765004, + "TN": 1741073, + "TP": 10173, + "n_pred": 10238, + "n_ref": 11182 + }, + "9": { + "Dice": 0.8692186577445384, + "FN": 1383, + "FP": 1275, + "IoU": 0.7686885388564964, + "TN": 1740829, + "TP": 8833, + "n_pred": 10108, + "n_ref": 10216 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9763051116132161, + "FN": 1500, + "FP": 503, + "IoU": 0.9537071276694092, + "TN": 1709052, + "TP": 41265, + "n_pred": 41768, + "n_ref": 42765 + }, + "10": { + "Dice": 0.8925332969325871, + "FN": 4505, + "FP": 1006, + "IoU": 0.8059233694886604, + "TN": 1723924, + "TP": 22885, + "n_pred": 23891, + "n_ref": 27390 + }, + "11": { + "Dice": 0.8761904761904762, + "FN": 192, + "FP": 328, + "IoU": 0.7796610169491526, + "TN": 1749960, + "TP": 1840, + "n_pred": 2168, + "n_ref": 2032 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.906359529163881, + "FN": 2606, + "FP": 6638, + "IoU": 0.8287545617902595, + "TN": 1698339, + "TP": 44737, + "n_pred": 51375, + "n_ref": 47343 + }, + "14": { + "Dice": 0.028242677824267783, + "FN": 1858, + "FP": 0, + "IoU": 0.014323607427055704, + "TN": 1750435, + "TP": 27, + "n_pred": 27, + "n_ref": 1885 + }, + "15": { + "Dice": 0.9744903970778839, + "FN": 1604, + "FP": 994, + "IoU": 0.9502498994657321, + "TN": 1700099, + "TP": 49623, + "n_pred": 50617, + "n_ref": 51227 + }, + "2": { + "Dice": 0.873015873015873, + "FN": 5, + "FP": 11, + "IoU": 0.7746478873239436, + "TN": 1752249, + "TP": 55, + "n_pred": 66, + "n_ref": 60 + }, + "3": { + "Dice": 0.9631609085703379, + "FN": 933, + "FP": 2155, + "IoU": 0.928939617083947, + "TN": 1708864, + "TP": 40368, + "n_pred": 42523, + "n_ref": 41301 + }, + "4": { + "Dice": 0.5574302678228183, + "FN": 8701, + "FP": 1660, + "IoU": 0.38641478147577873, + "TN": 1735434, + "TP": 6525, + "n_pred": 8185, + "n_ref": 15226 + }, + "5": { + "Dice": 0.1935483870967742, + "FN": 75, + "FP": 0, + "IoU": 0.10714285714285714, + "TN": 1752236, + "TP": 9, + "n_pred": 9, + "n_ref": 84 + }, + "6": { + "Dice": 0.9694361913186732, + "FN": 10813, + "FP": 8259, + "IoU": 0.9406852667950077, + "TN": 1430781, + "TP": 302467, + "n_pred": 310726, + "n_ref": 313280 + }, + "7": { + "Dice": 0.9258406264394289, + "FN": 290, + "FP": 515, + "IoU": 0.8619210977701544, + "TN": 1746490, + "TP": 5025, + "n_pred": 5540, + "n_ref": 5315 + }, + "8": { + "Dice": 0.9385592350094885, + "FN": 5954, + "FP": 1525, + "IoU": 0.8842313824435398, + "TN": 1687717, + "TP": 57124, + "n_pred": 58649, + "n_ref": 63078 + }, + "9": { + "Dice": 0.861079585756845, + "FN": 5702, + "FP": 2132, + "IoU": 0.7560489521377636, + "TN": 1720207, + "TP": 24279, + "n_pred": 26411, + "n_ref": 29981 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8240496398259753, + "FN": 10148, + "FP": 7121, + "IoU": 0.7007520621057739, + "TN": 2045076, + "TP": 40439, + "n_pred": 47560, + "n_ref": 50587 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.767717454757735, + "FN": 5222, + "FP": 2736, + "IoU": 0.6230044057037283, + "TN": 2081675, + "TP": 13151, + "n_pred": 15887, + "n_ref": 18373 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9702393122566104, + "FN": 3128, + "FP": 3131, + "IoU": 0.9421988271690447, + "TN": 1994499, + "TP": 102026, + "n_pred": 105157, + "n_ref": 105154 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9268710395615688, + "FN": 323, + "FP": 104, + "IoU": 0.8637089052026812, + "TN": 2099651, + "TP": 2706, + "n_pred": 2810, + "n_ref": 3029 + }, + "5": { + "Dice": 0.937526634279383, + "FN": 580, + "FP": 153, + "IoU": 0.8824001283491095, + "TN": 2096551, + "TP": 5500, + "n_pred": 5653, + "n_ref": 6080 + }, + "6": { + "Dice": 0.9455147068794836, + "FN": 12412, + "FP": 7677, + "IoU": 0.8966599278795455, + "TN": 1908387, + "TP": 174308, + "n_pred": 181985, + "n_ref": 186720 + }, + "7": { + "Dice": 0.6702095353780747, + "FN": 1941, + "FP": 26295, + "IoU": 0.503996346197762, + "TN": 2045857, + "TP": 28691, + "n_pred": 54986, + "n_ref": 30632 + }, + "8": { + "Dice": 0.20925491571494334, + "FN": 1326, + "FP": 34747, + "IoU": 0.1168535474709886, + "TN": 2061938, + "TP": 4773, + "n_pred": 39520, + "n_ref": 6099 + }, + "9": { + "Dice": 0.8987791277807126, + "FN": 6143, + "FP": 755, + "IoU": 0.8161660848013218, + "TN": 2065261, + "TP": 30625, + "n_pred": 31380, + "n_ref": 36768 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.885789659942734, + "FN": 2415, + "FP": 4685, + "IoU": 0.7949932145641441, + "TN": 2418615, + "TP": 27533, + "n_pred": 32218, + "n_ref": 29948 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8626676602086438, + "FN": 4156, + "FP": 3216, + "IoU": 0.7585009500098276, + "TN": 2422722, + "TP": 23154, + "n_pred": 26370, + "n_ref": 27310 + }, + "14": { + "Dice": 0.9079571357455394, + "FN": 1182, + "FP": 2331, + "IoU": 0.831429942418426, + "TN": 2432408, + "TP": 17327, + "n_pred": 19658, + "n_ref": 18509 + }, + "15": { + "Dice": 0.924941953920343, + "FN": 949, + "FP": 2413, + "IoU": 0.8603646633716825, + "TN": 2429171, + "TP": 20715, + "n_pred": 23128, + "n_ref": 21664 + }, + "2": { + "Dice": 0.9672014660234115, + "FN": 629, + "FP": 1125, + "IoU": 0.9364860950173812, + "TN": 2425632, + "TP": 25862, + "n_pred": 26987, + "n_ref": 26491 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8258845437616388, + "FN": 168, + "FP": 1328, + "IoU": 0.7034099920697859, + "TN": 2448204, + "TP": 3548, + "n_pred": 4876, + "n_ref": 3716 + }, + "5": { + "Dice": 0.5995607059001742, + "FN": 4086, + "FP": 1201, + "IoU": 0.42812330989724173, + "TN": 2444003, + "TP": 3958, + "n_pred": 5159, + "n_ref": 8044 + }, + "6": { + "Dice": 0.9527602815857725, + "FN": 3611, + "FP": 11179, + "IoU": 0.9097824164160623, + "TN": 2289311, + "TP": 149147, + "n_pred": 160326, + "n_ref": 152758 + }, + "7": { + "Dice": 0.9717564283997757, + "FN": 5919, + "FP": 2543, + "IoU": 0.9450644334079917, + "TN": 2299213, + "TP": 145573, + "n_pred": 148116, + "n_ref": 151492 + }, + "8": { + "Dice": 0.9819042819242509, + "FN": 955, + "FP": 948, + "IoU": 0.964451833448527, + "TN": 2399715, + "TP": 51630, + "n_pred": 52578, + "n_ref": 52585 + }, + "9": { + "Dice": 0.5817051509769094, + "FN": 136, + "FP": 3632, + "IoU": 0.41014402003757044, + "TN": 2446860, + "TP": 2620, + "n_pred": 6252, + "n_ref": 2756 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9343427060802691, + "FN": 1903, + "FP": 9025, + "IoU": 0.8767759686076406, + "TN": 3065492, + "TP": 77756, + "n_pred": 86781, + "n_ref": 79659 + }, + "10": { + "Dice": 0.8584479444874323, + "FN": 3375, + "FP": 2296, + "IoU": 0.7520006996982551, + "TN": 3131309, + "TP": 17196, + "n_pred": 19492, + "n_ref": 20571 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7829750459112024, + "FN": 825, + "FP": 1184, + "IoU": 0.64335167761406, + "TN": 3148543, + "TP": 3624, + "n_pred": 4808, + "n_ref": 4449 + }, + "13": { + "Dice": 0.8037535699714402, + "FN": 698, + "FP": 264, + "IoU": 0.6718963165075034, + "TN": 3151244, + "TP": 1970, + "n_pred": 2234, + "n_ref": 2668 + }, + "14": { + "Dice": 0.9123828641394752, + "FN": 139482, + "FP": 4208, + "IoU": 0.838882391658528, + "TN": 2262343, + "TP": 748143, + "n_pred": 752351, + "n_ref": 887625 + }, + "15": { + "Dice": 0.7933779966502512, + "FN": 27999, + "FP": 5063, + "IoU": 0.6575199146441261, + "TN": 3057639, + "TP": 63475, + "n_pred": 68538, + "n_ref": 91474 + }, + "2": { + "Dice": 0.9790878039761393, + "FN": 977, + "FP": 1172, + "IoU": 0.9590323318590819, + "TN": 3101720, + "TP": 50307, + "n_pred": 51479, + "n_ref": 51284 + }, + "3": { + "Dice": 0.9720733665793255, + "FN": 2912, + "FP": 3696, + "IoU": 0.9456641505089874, + "TN": 3032562, + "TP": 115006, + "n_pred": 118702, + "n_ref": 117918 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.28600499729527834, + "FN": 2069, + "FP": 53367, + "IoU": 0.16686454560483324, + "TN": 3087637, + "TP": 11103, + "n_pred": 64470, + "n_ref": 13172 + }, + "7": { + "Dice": 0.3904490330311671, + "FN": 646, + "FP": 54291, + "IoU": 0.24258258423868087, + "TN": 3081644, + "TP": 17595, + "n_pred": 71886, + "n_ref": 18241 + }, + "8": { + "Dice": 0.9705403033721951, + "FN": 154, + "FP": 316, + "IoU": 0.9427666829030686, + "TN": 3145964, + "TP": 7742, + "n_pred": 8058, + "n_ref": 7896 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9750006969806797, + "FN": 5889, + "FP": 12045, + "IoU": 0.9512208389885137, + "TN": 4188375, + "TP": 349723, + "n_pred": 361768, + "n_ref": 355612 + }, + "10": { + "Dice": 0.9225474652952322, + "FN": 1850, + "FP": 2156, + "IoU": 0.8562302612690209, + "TN": 4528168, + "TP": 23858, + "n_pred": 26014, + "n_ref": 25708 + }, + "11": { + "Dice": 0.4402031167921555, + "FN": 3104, + "FP": 93, + "IoU": 0.2822182308037719, + "TN": 4551578, + "TP": 1257, + "n_pred": 1350, + "n_ref": 4361 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 479, + "IoU": 0.0, + "TN": 4555553, + "TP": 0, + "n_pred": 479, + "n_ref": 0 + }, + "13": { + "Dice": 0.9208802024746907, + "FN": 8422, + "FP": 2832, + "IoU": 0.8533623464109347, + "TN": 4479285, + "TP": 65493, + "n_pred": 68325, + "n_ref": 73915 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4556032, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4556032, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7721090124329176, + "FN": 57661, + "FP": 2002, + "IoU": 0.6288090883073898, + "TN": 4395298, + "TP": 101071, + "n_pred": 103073, + "n_ref": 158732 + }, + "3": { + "Dice": 0.48901021218284046, + "FN": 978, + "FP": 46007, + "IoU": 0.3236356831301193, + "TN": 4486565, + "TP": 22482, + "n_pred": 68489, + "n_ref": 23460 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4556032, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9011085089773614, + "FN": 4839, + "FP": 1495, + "IoU": 0.8200159127074335, + "TN": 4520840, + "TP": 28858, + "n_pred": 30353, + "n_ref": 33697 + }, + "6": { + "Dice": 0.9587301179715929, + "FN": 27272, + "FP": 17730, + "IoU": 0.9207316321336159, + "TN": 3988315, + "TP": 522715, + "n_pred": 540445, + "n_ref": 549987 + }, + "7": { + "Dice": 0.9082945271796763, + "FN": 5746, + "FP": 22100, + "IoU": 0.8319959456035139, + "TN": 4390286, + "TP": 137900, + "n_pred": 160000, + "n_ref": 143646 + }, + "8": { + "Dice": 0.9612570346926107, + "FN": 1111, + "FP": 2696, + "IoU": 0.9254041344175565, + "TN": 4504997, + "TP": 47228, + "n_pred": 49924, + "n_ref": 48339 + }, + "9": { + "Dice": 0.8930884446494095, + "FN": 10327, + "FP": 337, + "IoU": 0.8068290915677928, + "TN": 4500827, + "TP": 44541, + "n_pred": 44878, + "n_ref": 54868 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9730005962013457, + "FN": 628, + "FP": 1274, + "IoU": 0.9474207994692321, + "TN": 2942770, + "TP": 34272, + "n_pred": 35546, + "n_ref": 34900 + }, + "10": { + "Dice": 0.8520661357089254, + "FN": 3660, + "FP": 2451, + "IoU": 0.7422606495149726, + "TN": 2955234, + "TP": 17599, + "n_pred": 20050, + "n_ref": 21259 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8158597841188415, + "FN": 1148, + "FP": 575, + "IoU": 0.6889891696750903, + "TN": 2973404, + "TP": 3817, + "n_pred": 4392, + "n_ref": 4965 + }, + "13": { + "Dice": 0.9293002591632729, + "FN": 5557, + "FP": 3991, + "IoU": 0.8679373158688225, + "TN": 2906645, + "TP": 62751, + "n_pred": 66742, + "n_ref": 68308 + }, + "14": { + "Dice": 0.9193096661872682, + "FN": 1727, + "FP": 405, + "IoU": 0.8506689080339007, + "TN": 2964667, + "TP": 12145, + "n_pred": 12550, + "n_ref": 13872 + }, + "15": { + "Dice": 0.6883116883116883, + "FN": 21, + "FP": 171, + "IoU": 0.5247524752475248, + "TN": 2978540, + "TP": 212, + "n_pred": 383, + "n_ref": 233 + }, + "2": { + "Dice": 0.9589573568080485, + "FN": 203, + "FP": 156, + "IoU": 0.9211508895233912, + "TN": 2974391, + "TP": 4194, + "n_pred": 4350, + "n_ref": 4397 + }, + "3": { + "Dice": 0.9476236663433559, + "FN": 152, + "FP": 604, + "IoU": 0.9004608294930876, + "TN": 2971349, + "TP": 6839, + "n_pred": 7443, + "n_ref": 6991 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6862894616440446, + "FN": 365, + "FP": 1692, + "IoU": 0.522405386579986, + "TN": 2974637, + "TP": 2250, + "n_pred": 3942, + "n_ref": 2615 + }, + "6": { + "Dice": 0.9105389632681085, + "FN": 444, + "FP": 859, + "IoU": 0.8357701033526594, + "TN": 2971010, + "TP": 6631, + "n_pred": 7490, + "n_ref": 7075 + }, + "7": { + "Dice": 0.7400905533109469, + "FN": 2250, + "FP": 211066, + "IoU": 0.587415671226094, + "TN": 2461920, + "TP": 303708, + "n_pred": 514774, + "n_ref": 305958 + }, + "8": { + "Dice": 0.9509631684388966, + "FN": 2518, + "FP": 3846, + "IoU": 0.9065107533200141, + "TN": 2910872, + "TP": 61708, + "n_pred": 65554, + "n_ref": 64226 + }, + "9": { + "Dice": 0.9179436612211177, + "FN": 1733, + "FP": 1346, + "IoU": 0.8483325944534752, + "TN": 2958643, + "TP": 17222, + "n_pred": 18568, + "n_ref": 18955 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9803586678052946, + "FN": 1074, + "FP": 789, + "IoU": 0.9614740368509213, + "TN": 1003035, + "TP": 46494, + "n_pred": 47283, + "n_ref": 47568 + }, + "10": { + "Dice": 0.9245392019009625, + "FN": 4278, + "FP": 2645, + "IoU": 0.8596679707295319, + "TN": 1002059, + "TP": 42410, + "n_pred": 45055, + "n_ref": 46688 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.10526315789473684, + "FN": 4, + "FP": 30, + "IoU": 0.05555555555555555, + "TN": 1051356, + "TP": 2, + "n_pred": 32, + "n_ref": 6 + }, + "13": { + "Dice": 0.8650389519954738, + "FN": 1410, + "FP": 1691, + "IoU": 0.7621750134212746, + "TN": 1038353, + "TP": 9938, + "n_pred": 11629, + "n_ref": 11348 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9312977099236641, + "FN": 9, + "FP": 27, + "IoU": 0.8714285714285714, + "TN": 1051112, + "TP": 244, + "n_pred": 271, + "n_ref": 253 + }, + "3": { + "Dice": 0.9770032625129307, + "FN": 2055, + "FP": 1413, + "IoU": 0.9550404480398258, + "TN": 974256, + "TP": 73668, + "n_pred": 75081, + "n_ref": 75723 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9690040196516302, + "FN": 1956, + "FP": 1167, + "IoU": 0.9398717726563853, + "TN": 999453, + "TP": 48816, + "n_pred": 49983, + "n_ref": 50772 + }, + "7": { + "Dice": 0.971870126187438, + "FN": 3391, + "FP": 2561, + "IoU": 0.9452795322282593, + "TN": 942621, + "TP": 102819, + "n_pred": 105380, + "n_ref": 106210 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9609640057715556, + "FN": 606, + "FP": 395, + "IoU": 0.9248611319621678, + "TN": 1038070, + "TP": 12321, + "n_pred": 12716, + "n_ref": 12927 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9118903971845148, + "FN": 896, + "FP": 3310, + "IoU": 0.8380501328404759, + "TN": 1551117, + "TP": 21765, + "n_pred": 25075, + "n_ref": 22661 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8327212393504968, + "FN": 5001, + "FP": 3972, + "IoU": 0.7133867825087041, + "TN": 1545781, + "TP": 22334, + "n_pred": 26306, + "n_ref": 27335 + }, + "14": { + "Dice": 0.8995748501412765, + "FN": 2247, + "FP": 1556, + "IoU": 0.8174793626415818, + "TN": 1556252, + "TP": 17033, + "n_pred": 18589, + "n_ref": 19280 + }, + "15": { + "Dice": 0.8619058976404503, + "FN": 4941, + "FP": 11850, + "IoU": 0.7573239294127849, + "TN": 1507897, + "TP": 52400, + "n_pred": 64250, + "n_ref": 57341 + }, + "2": { + "Dice": 0.8593155893536122, + "FN": 124, + "FP": 24, + "IoU": 0.7533333333333333, + "TN": 1576488, + "TP": 452, + "n_pred": 476, + "n_ref": 576 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8900727650727651, + "FN": 233, + "FP": 613, + "IoU": 0.8019199250760946, + "TN": 1572817, + "TP": 3425, + "n_pred": 4038, + "n_ref": 3658 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9433140626173137, + "FN": 1268, + "FP": 1752, + "IoU": 0.8927099616313771, + "TN": 1548940, + "TP": 25128, + "n_pred": 26880, + "n_ref": 26396 + }, + "7": { + "Dice": 0.6828378297541425, + "FN": 3069, + "FP": 18139, + "IoU": 0.5184159135292248, + "TN": 1533050, + "TP": 22830, + "n_pred": 40969, + "n_ref": 25899 + }, + "8": { + "Dice": 0.9519394220367795, + "FN": 164, + "FP": 147, + "IoU": 0.9082866411088174, + "TN": 1573697, + "TP": 3080, + "n_pred": 3227, + "n_ref": 3244 + }, + "9": { + "Dice": 0.9358733099794447, + "FN": 1608, + "FP": 607, + "IoU": 0.879475459788878, + "TN": 1558710, + "TP": 16163, + "n_pred": 16770, + "n_ref": 17771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9764908636956185, + "FN": 1847, + "FP": 281, + "IoU": 0.9540616972130476, + "TN": 1530765, + "TP": 44195, + "n_pred": 44476, + "n_ref": 46042 + }, + "10": { + "Dice": 0.8598361109573114, + "FN": 2961, + "FP": 7165, + "IoU": 0.7541337865727814, + "TN": 1535903, + "TP": 31059, + "n_pred": 38224, + "n_ref": 34020 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8561832423451222, + "FN": 4571, + "FP": 7547, + "IoU": 0.7485318226151196, + "TN": 1528899, + "TP": 36071, + "n_pred": 43618, + "n_ref": 40642 + }, + "14": { + "Dice": 0.9255843877332189, + "FN": 2110, + "FP": 1013, + "IoU": 0.8614770459081836, + "TN": 1554543, + "TP": 19422, + "n_pred": 20435, + "n_ref": 21532 + }, + "15": { + "Dice": 0.8143844221105527, + "FN": 1058, + "FP": 124, + "IoU": 0.6868874172185431, + "TN": 1573313, + "TP": 2593, + "n_pred": 2717, + "n_ref": 3651 + }, + "2": { + "Dice": 0.9743869209809264, + "FN": 102, + "FP": 39, + "IoU": 0.9500531349628055, + "TN": 1574265, + "TP": 2682, + "n_pred": 2721, + "n_ref": 2784 + }, + "3": { + "Dice": 0.8228571428571428, + "FN": 0, + "FP": 31, + "IoU": 0.6990291262135923, + "TN": 1576985, + "TP": 72, + "n_pred": 103, + "n_ref": 72 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 81, + "IoU": 0.0, + "TN": 1577007, + "TP": 0, + "n_pred": 81, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9633113828786454, + "FN": 2125, + "FP": 1697, + "IoU": 0.9292196007259528, + "TN": 1523090, + "TP": 50176, + "n_pred": 51873, + "n_ref": 52301 + }, + "7": { + "Dice": 0.8972463835601922, + "FN": 59816, + "FP": 4177, + "IoU": 0.8136417511437533, + "TN": 1233701, + "TP": 279394, + "n_pred": 283571, + "n_ref": 339210 + }, + "8": { + "Dice": 0.9488347173854809, + "FN": 1139, + "FP": 389, + "IoU": 0.9026503567787971, + "TN": 1561392, + "TP": 14168, + "n_pred": 14557, + "n_ref": 15307 + }, + "9": { + "Dice": 0.8991046831955923, + "FN": 845, + "FP": 327, + "IoU": 0.8167031592117611, + "TN": 1570694, + "TP": 5222, + "n_pred": 5549, + "n_ref": 6067 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8537735849056604, + "FN": 380, + "FP": 2038, + "IoU": 0.7448559670781894, + "TN": 1392379, + "TP": 7059, + "n_pred": 9097, + "n_ref": 7439 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9405466041199265, + "FN": 1429, + "FP": 903, + "IoU": 0.887765906246992, + "TN": 1381078, + "TP": 18446, + "n_pred": 19349, + "n_ref": 19875 + }, + "14": { + "Dice": 0.7771577380952381, + "FN": 78, + "FP": 3516, + "IoU": 0.6355339215089747, + "TN": 1391995, + "TP": 6267, + "n_pred": 9783, + "n_ref": 6345 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9378931514131301, + "FN": 901, + "FP": 501, + "IoU": 0.8830497163830497, + "TN": 1389868, + "TP": 10586, + "n_pred": 11087, + "n_ref": 11487 + }, + "6": { + "Dice": 0.8038932948810382, + "FN": 350, + "FP": 194, + "IoU": 0.67209162145871, + "TN": 1400197, + "TP": 1115, + "n_pred": 1309, + "n_ref": 1465 + }, + "7": { + "Dice": 0.9849359933117038, + "FN": 3066, + "FP": 862, + "IoU": 0.9703190999010133, + "TN": 1269515, + "TP": 128413, + "n_pred": 129275, + "n_ref": 131479 + }, + "8": { + "Dice": 0.9347378365611715, + "FN": 5508, + "FP": 1400, + "IoU": 0.8774721084091595, + "TN": 1345477, + "TP": 49471, + "n_pred": 50871, + "n_ref": 54979 + }, + "9": { + "Dice": 0.8477526858145144, + "FN": 429, + "FP": 6515, + "IoU": 0.7357384785173345, + "TN": 1375579, + "TP": 19333, + "n_pred": 25848, + "n_ref": 19762 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0402.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9241314110139447, + "FN": 234, + "FP": 87, + "IoU": 0.8589630931458699, + "TN": 1750044, + "TP": 1955, + "n_pred": 2042, + "n_ref": 2189 + }, + "10": { + "Dice": 0.8482985153067928, + "FN": 4744, + "FP": 6802, + "IoU": 0.7365611024915579, + "TN": 1708492, + "TP": 32282, + "n_pred": 39084, + "n_ref": 37026 + }, + "11": { + "Dice": 0.6256830601092896, + "FN": 156, + "FP": 118, + "IoU": 0.4552683896620278, + "TN": 1751817, + "TP": 229, + "n_pred": 347, + "n_ref": 385 + }, + "12": { + "Dice": 0.7238158039344983, + "FN": 645, + "FP": 1868, + "IoU": 0.5671718911470892, + "TN": 1746514, + "TP": 3293, + "n_pred": 5161, + "n_ref": 3938 + }, + "13": { + "Dice": 0.8650614091790563, + "FN": 5479, + "FP": 4541, + "IoU": 0.7622098818168874, + "TN": 1710182, + "TP": 32118, + "n_pred": 36659, + "n_ref": 37597 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.941420965912384, + "FN": 3848, + "FP": 3227, + "IoU": 0.8893251572130275, + "TN": 1688394, + "TP": 56851, + "n_pred": 60078, + "n_ref": 60699 + }, + "2": { + "Dice": 0.9652134215932435, + "FN": 808, + "FP": 716, + "IoU": 0.9327656946221379, + "TN": 1729653, + "TP": 21143, + "n_pred": 21859, + "n_ref": 21951 + }, + "3": { + "Dice": 0.9660561184723305, + "FN": 2480, + "FP": 1004, + "IoU": 0.9343409596321285, + "TN": 1699258, + "TP": 49578, + "n_pred": 50582, + "n_ref": 52058 + }, + "4": { + "Dice": 0.7844789356984478, + "FN": 2551, + "FP": 365, + "IoU": 0.6453848960233491, + "TN": 1744097, + "TP": 5307, + "n_pred": 5672, + "n_ref": 7858 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9450555738338078, + "FN": 1241, + "FP": 2600, + "IoU": 0.8958344633074795, + "TN": 1715446, + "TP": 33033, + "n_pred": 35633, + "n_ref": 34274 + }, + "7": { + "Dice": 0.8319839372043458, + "FN": 48165, + "FP": 3549, + "IoU": 0.7123052188280585, + "TN": 1572567, + "TP": 128039, + "n_pred": 131588, + "n_ref": 176204 + }, + "8": { + "Dice": 0.9481845688350984, + "FN": 49, + "FP": 225, + "IoU": 0.9014742898238044, + "TN": 1749539, + "TP": 2507, + "n_pred": 2732, + "n_ref": 2556 + }, + "9": { + "Dice": 0.9519963552021206, + "FN": 1269, + "FP": 1049, + "IoU": 0.9083903094494724, + "TN": 1727017, + "TP": 22985, + "n_pred": 24034, + "n_ref": 24254 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808588/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.756069481320535, + "FN": 5859.621333333334, + "FP": 5852.139111111111, + "IoU": 0.6696323781237894, + "TN": 2289272.626666667, + "TP": 35442.27955555556, + "n_pred": 41294.41866666667, + "n_ref": 41301.90088888889 + }, + "mean": { + "1": { + "Dice": 0.8522872161107331, + "FN": 3920.086666666667, + "FP": 2673.686666666667, + "IoU": 0.7998318246685414, + "TN": 2286194.1666666665, + "TP": 43638.72666666667, + "n_pred": 46312.41333333333, + "n_ref": 47558.81333333333 + }, + "10": { + "Dice": 0.8023275148767203, + "FN": 5954.306666666666, + "FP": 3844.433333333333, + "IoU": 0.6923679055950475, + "TN": 2306589.1533333333, + "TP": 20038.773333333334, + "n_pred": 23883.206666666665, + "n_ref": 25993.079999999998 + }, + "11": { + "Dice": 0.5491015996815938, + "FN": 210.14000000000001, + "FP": 156.20666666666665, + "IoU": 0.4235938782813834, + "TN": 2335651.293333334, + "TP": 409.0266666666667, + "n_pred": 565.2333333333333, + "n_ref": 619.1666666666667 + }, + "12": { + "Dice": 0.5365973454395305, + "FN": 388.1266666666667, + "FP": 269.17333333333335, + "IoU": 0.4261149228243345, + "TN": 2334990.34, + "TP": 779.0266666666668, + "n_pred": 1048.2, + "n_ref": 1167.1533333333332 + }, + "13": { + "Dice": 0.707285451240188, + "FN": 7013.926666666668, + "FP": 4770.886666666667, + "IoU": 0.5788171153605093, + "TN": 2308286.2333333334, + "TP": 16355.62, + "n_pred": 21126.506666666668, + "n_ref": 23369.54666666667 + }, + "14": { + "Dice": 0.7090893879108535, + "FN": 4919.586666666667, + "FP": 9329.6, + "IoU": 0.6459697199119722, + "TN": 2285169.8, + "TP": 37007.68, + "n_pred": 46337.28, + "n_ref": 41927.26666666666 + }, + "15": { + "Dice": 0.690214287115882, + "FN": 3790.673333333333, + "FP": 5507.8533333333335, + "IoU": 0.5972772749932429, + "TN": 2309442.46, + "TP": 17685.68, + "n_pred": 23193.533333333333, + "n_ref": 21476.353333333333 + }, + "2": { + "Dice": 0.8320256087578723, + "FN": 5164.293333333333, + "FP": 3294.4066666666668, + "IoU": 0.7741941674018611, + "TN": 2295201.493333333, + "TP": 32766.473333333335, + "n_pred": 36060.88, + "n_ref": 37930.76666666667 + }, + "3": { + "Dice": 0.8686287640356394, + "FN": 9108.266666666666, + "FP": 3859.586666666666, + "IoU": 0.8152096833738339, + "TN": 2288860.093333333, + "TP": 34598.72, + "n_pred": 38458.306666666664, + "n_ref": 43706.986666666664 + }, + "4": { + "Dice": 0.712304155066317, + "FN": 2579.4200000000005, + "FP": 1535.9133333333334, + "IoU": 0.6147024584000709, + "TN": 2322991.4466666663, + "TP": 9319.886666666667, + "n_pred": 10855.8, + "n_ref": 11899.306666666667 + }, + "5": { + "Dice": 0.6620712788349226, + "FN": 979.3, + "FP": 707.0266666666668, + "IoU": 0.5488403735021271, + "TN": 2332198.0999999996, + "TP": 2542.2400000000002, + "n_pred": 3249.266666666667, + "n_ref": 3521.54 + }, + "6": { + "Dice": 0.9144228020062647, + "FN": 23645.8, + "FP": 27731.466666666667, + "IoU": 0.8564422951091452, + "TN": 2111559.66, + "TP": 173489.74, + "n_pred": 201221.20666666667, + "n_ref": 197135.53999999998 + }, + "7": { + "Dice": 0.8144180733062722, + "FN": 16178.626666666667, + "FP": 19707.920000000002, + "IoU": 0.7345070816078038, + "TN": 2193587.1399999997, + "TP": 106952.98000000001, + "n_pred": 126660.9, + "n_ref": 123131.60666666666 + }, + "8": { + "Dice": 0.8763136593405434, + "FN": 1881.0866666666668, + "FP": 1949.6666666666667, + "IoU": 0.815435446635709, + "TN": 2310978.28, + "TP": 21617.633333333335, + "n_pred": 23567.3, + "n_ref": 23498.72 + }, + "9": { + "Dice": 0.8139550760846905, + "FN": 2160.6800000000003, + "FP": 2444.2599999999998, + "IoU": 0.7211815241912602, + "TN": 2317389.7399999998, + "TP": 14431.986666666668, + "n_pred": 16876.246666666666, + "n_ref": 16592.666666666664 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/loop_004/summary.json b/nnActive_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/loop_004/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..681311c43e884aac1fde9b0c0c67be8cb38d6e01 --- /dev/null +++ b/nnActive_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/loop_004/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.8717118069330745, + "FN": 11104.521333333336, + "FP": 8596.07733333333, + "IoU": 0.7964698045681238, + "TN": 96261774.23199998, + "TP": 175486.00933333338, + "n_pred": 184082.08666666664, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.9494025881886878, + "FN": 5663.48, + "FP": 6638.44, + "IoU": 0.9210801668014257, + "TN": 96256034.26, + "TP": 188624.66, + "n_pred": 195263.1, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.841197765741829, + "FN": 11041.32, + "FP": 10718.96, + "IoU": 0.7400693891282322, + "TN": 96372019.32, + "TP": 63181.24, + "n_pred": 73900.2, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.7681929552496947, + "FN": 906.72, + "FP": 672.8, + "IoU": 0.634169129133996, + "TN": 96452587.66, + "TP": 2793.66, + "n_pred": 3466.46, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.7934227926610603, + "FN": 998.34, + "FP": 656.72, + "IoU": 0.6665752892482933, + "TN": 96452067.46, + "TP": 3238.32, + "n_pred": 3895.04, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.7709663186602547, + "FN": 13423.94, + "FP": 9892.4, + "IoU": 0.6565170475379662, + "TN": 96389210.3, + "TP": 44434.2, + "n_pred": 54326.6, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.8812636809403286, + "FN": 19225.98, + "FP": 7445.12, + "IoU": 0.8075574127904644, + "TN": 96311157.58, + "TP": 119132.16, + "n_pred": 126577.28, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.8358330654802704, + "FN": 6550.14, + "FP": 8734.26, + "IoU": 0.7474580459532015, + "TN": 96394179.54, + "TP": 47496.9, + "n_pred": 56231.16, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.9610432205724241, + "FN": 6684.84, + "FP": 5489.16, + "IoU": 0.9260180339375378, + "TN": 96294629.98, + "TP": 150156.86, + "n_pred": 155646.02, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.9619306647069442, + "FN": 5914.3, + "FP": 6211.3, + "IoU": 0.9278936008141525, + "TN": 96287346.96, + "TP": 157488.28, + "n_pred": 163699.58, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.7720053577887382, + "FN": 4884.58, + "FP": 3876.54, + "IoU": 0.7011210832305049, + "TN": 96426506.8, + "TP": 21692.92, + "n_pred": 25569.46, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.8240653678736681, + "FN": 3749.26, + "FP": 2984.0, + "IoU": 0.7082601041419109, + "TN": 96436824.68, + "TP": 13402.9, + "n_pred": 16386.9, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9717380654576923, + "FN": 44337.26, + "FP": 32493.92, + "IoU": 0.9460262104048748, + "TN": 95065243.3, + "TP": 1314886.36, + "n_pred": 1347380.28, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.8916877955323881, + "FN": 29920.02, + "FP": 18024.2, + "IoU": 0.8325713023467916, + "TN": 96100011.98, + "TP": 309004.64, + "n_pred": 327028.84, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.949731918689106, + "FN": 6414.28, + "FP": 7425.48, + "IoU": 0.9050264487462277, + "TN": 96317166.18, + "TP": 125954.9, + "n_pred": 133380.38, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.903195546453029, + "FN": 6853.36, + "FP": 7677.86, + "IoU": 0.8267038043062775, + "TN": 96371627.48, + "TP": 70802.14, + "n_pred": 78480.0, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9499196855053472, + "FN": 2801, + "FP": 6677, + "IoU": 0.9046162206768846, + "TN": 119493953, + "TP": 89889, + "n_pred": 96566, + "n_ref": 92690 + }, + "10": { + "Dice": 0.8276728744939271, + "FN": 11449, + "FP": 15154, + "IoU": 0.7060084651173071, + "TN": 119502831, + "TP": 63886, + "n_pred": 79040, + "n_ref": 75335 + }, + "11": { + "Dice": 0.7836757203915621, + "FN": 704, + "FP": 865, + "IoU": 0.6442983450464748, + "TN": 119588909, + "TP": 2842, + "n_pred": 3707, + "n_ref": 3546 + }, + "12": { + "Dice": 0.8153099730458221, + "FN": 684, + "FP": 1029, + "IoU": 0.6882053148889697, + "TN": 119587826, + "TP": 3781, + "n_pred": 4810, + "n_ref": 4465 + }, + "13": { + "Dice": 0.6794139060793593, + "FN": 15430, + "FP": 19796, + "IoU": 0.51447907047262, + "TN": 119520767, + "TP": 37327, + "n_pred": 57123, + "n_ref": 52757 + }, + "14": { + "Dice": 0.45638233214671114, + "FN": 173897, + "FP": 1411, + "IoU": 0.29565762406788376, + "TN": 119344424, + "TP": 73588, + "n_pred": 74999, + "n_ref": 247485 + }, + "15": { + "Dice": 0.13737883253821143, + "FN": 19300, + "FP": 151028, + "IoU": 0.07375564872669135, + "TN": 119409429, + "TP": 13563, + "n_pred": 164591, + "n_ref": 32863 + }, + "2": { + "Dice": 0.959879798111617, + "FN": 4724, + "FP": 6651, + "IoU": 0.9228546819578295, + "TN": 119445871, + "TP": 136074, + "n_pred": 142725, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9590729637975771, + "FN": 7373, + "FP": 6539, + "IoU": 0.9213642555548647, + "TN": 119416403, + "TP": 163005, + "n_pred": 169544, + "n_ref": 170378 + }, + "4": { + "Dice": 0.8927886158321326, + "FN": 12330, + "FP": 3371, + "IoU": 0.8063398088189948, + "TN": 119512245, + "TP": 65374, + "n_pred": 68745, + "n_ref": 77704 + }, + "5": { + "Dice": 0.41171131665629873, + "FN": 44078, + "FP": 13609, + "IoU": 0.2592169301298268, + "TN": 119515447, + "TP": 20186, + "n_pred": 33795, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9722660714684435, + "FN": 28018, + "FP": 37813, + "IoU": 0.9460289715818117, + "TN": 118373573, + "TP": 1153916, + "n_pred": 1191729, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 15083, + "IoU": 0.0, + "TN": 119578237, + "TP": 0, + "n_pred": 15083, + "n_ref": 0 + }, + "8": { + "Dice": 0.9264807156515569, + "FN": 21474, + "FP": 20588, + "IoU": 0.8630312740156044, + "TN": 119286228, + "TP": 265030, + "n_pred": 285618, + "n_ref": 286504 + }, + "9": { + "Dice": 0.8824219666744896, + "FN": 10734, + "FP": 6801, + "IoU": 0.7895842083158336, + "TN": 119509985, + "TP": 65800, + "n_pred": 72601, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9630273125304052, + "FN": 8422, + "FP": 5410, + "IoU": 0.9286911064942028, + "TN": 72631687, + "TP": 180141, + "n_pred": 185551, + "n_ref": 188563 + }, + "10": { + "Dice": 0.8422730946925033, + "FN": 11662, + "FP": 9607, + "IoU": 0.7275231238309975, + "TN": 72747602, + "TP": 56789, + "n_pred": 66396, + "n_ref": 68451 + }, + "11": { + "Dice": 0.7535211267605634, + "FN": 428, + "FP": 762, + "IoU": 0.6045197740112994, + "TN": 72822651, + "TP": 1819, + "n_pred": 2581, + "n_ref": 2247 + }, + "12": { + "Dice": 0.7415615410842141, + "FN": 699, + "FP": 817, + "IoU": 0.5892712002167434, + "TN": 72821969, + "TP": 2175, + "n_pred": 2992, + "n_ref": 2874 + }, + "13": { + "Dice": 0.8074299079025261, + "FN": 8583, + "FP": 11260, + "IoU": 0.6770502742379115, + "TN": 72764217, + "TP": 41600, + "n_pred": 52860, + "n_ref": 50183 + }, + "14": { + "Dice": 0.9209795023455027, + "FN": 4639, + "FP": 7759, + "IoU": 0.8535329072501093, + "TN": 72741013, + "TP": 72249, + "n_pred": 80008, + "n_ref": 76888 + }, + "15": { + "Dice": 0.8219524869092508, + "FN": 11636, + "FP": 1727, + "IoU": 0.6977243937748824, + "TN": 72781452, + "TP": 30845, + "n_pred": 32572, + "n_ref": 42481 + }, + "2": { + "Dice": 0.9642450995062097, + "FN": 6962, + "FP": 2596, + "IoU": 0.9309587616206416, + "TN": 72687221, + "TP": 128881, + "n_pred": 131477, + "n_ref": 135843 + }, + "3": { + "Dice": 0.9650267070204662, + "FN": 3750, + "FP": 5194, + "IoU": 0.9324170136238958, + "TN": 72693319, + "TP": 123397, + "n_pred": 128591, + "n_ref": 127147 + }, + "4": { + "Dice": 0.8770804759610038, + "FN": 3349, + "FP": 3283, + "IoU": 0.7810715346779784, + "TN": 72795367, + "TP": 23661, + "n_pred": 26944, + "n_ref": 27010 + }, + "5": { + "Dice": 0.8075271533215459, + "FN": 2245, + "FP": 803, + "IoU": 0.6771870366447786, + "TN": 72816218, + "TP": 6394, + "n_pred": 7197, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9673585533184068, + "FN": 35628, + "FP": 43476, + "IoU": 0.9367806768041571, + "TN": 71574397, + "TP": 1172159, + "n_pred": 1215635, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.9224940838404327, + "FN": 20582, + "FP": 16100, + "IoU": 0.8561383005008216, + "TN": 72570679, + "TP": 218299, + "n_pred": 234399, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9369010407721636, + "FN": 3642, + "FP": 3706, + "IoU": 0.8812924071082391, + "TN": 72763760, + "TP": 54552, + "n_pred": 58258, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8673057149490863, + "FN": 12614, + "FP": 7389, + "IoU": 0.7657015016281303, + "TN": 72740286, + "TP": 65371, + "n_pred": 72760, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9664696096659625, + "FN": 8194, + "FP": 9281, + "IoU": 0.935114843941453, + "TN": 71540166, + "TP": 251847, + "n_pred": 261128, + "n_ref": 260041 + }, + "10": { + "Dice": 0.8696411602832049, + "FN": 14555, + "FP": 9178, + "IoU": 0.7693496345824911, + "TN": 71706592, + "TP": 79163, + "n_pred": 88341, + "n_ref": 93718 + }, + "11": { + "Dice": 0.7018987341772152, + "FN": 1151, + "FP": 733, + "IoU": 0.5407118478790833, + "TN": 71805386, + "TP": 2218, + "n_pred": 2951, + "n_ref": 3369 + }, + "12": { + "Dice": 0.6685740655283803, + "FN": 2887, + "FP": 704, + "IoU": 0.5021488978233745, + "TN": 71802275, + "TP": 3622, + "n_pred": 4326, + "n_ref": 6509 + }, + "13": { + "Dice": 0.8372482141707961, + "FN": 11861, + "FP": 8371, + "IoU": 0.7200575603276511, + "TN": 71737216, + "TP": 52040, + "n_pred": 60411, + "n_ref": 63901 + }, + "14": { + "Dice": 0.9643496871147091, + "FN": 24717, + "FP": 12063, + "IoU": 0.9311537640809083, + "TN": 71275254, + "TP": 497454, + "n_pred": 509517, + "n_ref": 522171 + }, + "15": { + "Dice": 0.8772571470024604, + "FN": 35548, + "FP": 5060, + "IoU": 0.781351798107935, + "TN": 71623765, + "TP": 145115, + "n_pred": 150175, + "n_ref": 180663 + }, + "2": { + "Dice": 0.9521593846971343, + "FN": 7107, + "FP": 6938, + "IoU": 0.9086872285647414, + "TN": 71655676, + "TP": 139767, + "n_pred": 146705, + "n_ref": 146874 + }, + "3": { + "Dice": 0.9547184058394004, + "FN": 6719, + "FP": 10192, + "IoU": 0.9133600086071306, + "TN": 71614301, + "TP": 178276, + "n_pred": 188468, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7737567405632115, + "FN": 1061, + "FP": 6491, + "IoU": 0.6309977523697841, + "TN": 71789022, + "TP": 12914, + "n_pred": 19405, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8806363458910794, + "FN": 1320, + "FP": 1126, + "IoU": 0.7867294445897637, + "TN": 71798019, + "TP": 9023, + "n_pred": 10149, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9747685299439367, + "FN": 33630, + "FP": 29247, + "IoU": 0.9507789786150761, + "TN": 70532046, + "TP": 1214565, + "n_pred": 1243812, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.9444392066784374, + "FN": 14757, + "FP": 11173, + "IoU": 0.8947274402893879, + "TN": 71563175, + "TP": 220383, + "n_pred": 231556, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9370132959411073, + "FN": 6392, + "FP": 3670, + "IoU": 0.881491078263942, + "TN": 71724583, + "TP": 74843, + "n_pred": 78513, + "n_ref": 81235 + }, + "9": { + "Dice": 0.873349861455447, + "FN": 13299, + "FP": 8412, + "IoU": 0.775173970673515, + "TN": 71712920, + "TP": 74857, + "n_pred": 83269, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9713111518725766, + "FN": 5027, + "FP": 7329, + "IoU": 0.944222496083928, + "TN": 135223987, + "TP": 209167, + "n_pred": 216496, + "n_ref": 214194 + }, + "10": { + "Dice": 0.8618336886993604, + "FN": 12379, + "FP": 10949, + "IoU": 0.7572124391157737, + "TN": 135349426, + "TP": 72756, + "n_pred": 83705, + "n_ref": 85135 + }, + "11": { + "Dice": 0.7296844456855627, + "FN": 934, + "FP": 1002, + "IoU": 0.5744119586722356, + "TN": 135440961, + "TP": 2613, + "n_pred": 3615, + "n_ref": 3547 + }, + "12": { + "Dice": 0.7858668219763153, + "FN": 1460, + "FP": 746, + "IoU": 0.6472657499200511, + "TN": 135439256, + "TP": 4048, + "n_pred": 4794, + "n_ref": 5508 + }, + "13": { + "Dice": 0.807788608795002, + "FN": 7343, + "FP": 8471, + "IoU": 0.6775548487072832, + "TN": 135396466, + "TP": 33230, + "n_pred": 41701, + "n_ref": 40573 + }, + "14": { + "Dice": 0.9136719583381424, + "FN": 12396, + "FP": 12287, + "IoU": 0.8410645065742876, + "TN": 135290208, + "TP": 130619, + "n_pred": 142906, + "n_ref": 143015 + }, + "15": { + "Dice": 0.8107699719691661, + "FN": 14276, + "FP": 3006, + "IoU": 0.6817604272166468, + "TN": 135391205, + "TP": 37023, + "n_pred": 40029, + "n_ref": 51299 + }, + "2": { + "Dice": 0.9641387787565828, + "FN": 9526, + "FP": 5353, + "IoU": 0.9307605680993243, + "TN": 135230618, + "TP": 200013, + "n_pred": 205366, + "n_ref": 209539 + }, + "3": { + "Dice": 0.9582729584628427, + "FN": 14907, + "FP": 3552, + "IoU": 0.9198887234882843, + "TN": 135215093, + "TP": 211958, + "n_pred": 215510, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8649097377783634, + "FN": 4022, + "FP": 6230, + "IoU": 0.7619744143391145, + "TN": 135402439, + "TP": 32819, + "n_pred": 39049, + "n_ref": 36841 + }, + "5": { + "Dice": 0.7421726008628191, + "FN": 8002, + "FP": 5923, + "IoU": 0.5900432772985544, + "TN": 135411543, + "TP": 20042, + "n_pred": 25965, + "n_ref": 28044 + }, + "6": { + "Dice": 0.968772949174878, + "FN": 45060, + "FP": 59204, + "IoU": 0.939437099133239, + "TN": 133723928, + "TP": 1617318, + "n_pred": 1676522, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.9183769270700091, + "FN": 14092, + "FP": 18771, + "IoU": 0.8490729812024378, + "TN": 135227769, + "TP": 184878, + "n_pred": 203649, + "n_ref": 198970 + }, + "8": { + "Dice": 0.9187827364645235, + "FN": 28878, + "FP": 17221, + "IoU": 0.8497669871272608, + "TN": 135138660, + "TP": 260751, + "n_pred": 277972, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8782188382239713, + "FN": 15910, + "FP": 6866, + "IoU": 0.7828789323164919, + "TN": 135340610, + "TP": 82124, + "n_pred": 88990, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9375984818317097, + "FN": 10168, + "FP": 22583, + "IoU": 0.8825274303525504, + "TN": 105475208, + "TP": 246046, + "n_pred": 268629, + "n_ref": 256214 + }, + "10": { + "Dice": 0.47356449285405644, + "FN": 31442, + "FP": 33129, + "IoU": 0.31024205781186576, + "TN": 105660391, + "TP": 29043, + "n_pred": 62172, + "n_ref": 60485 + }, + "11": { + "Dice": 0.7178370531663945, + "FN": 491, + "FP": 1064, + "IoU": 0.5598641381262384, + "TN": 105750472, + "TP": 1978, + "n_pred": 3042, + "n_ref": 2469 + }, + "12": { + "Dice": 0.7031578947368421, + "FN": 1565, + "FP": 832, + "IoU": 0.5422077922077922, + "TN": 105748769, + "TP": 2839, + "n_pred": 3671, + "n_ref": 4404 + }, + "13": { + "Dice": 0.648068669527897, + "FN": 30166, + "FP": 24938, + "IoU": 0.4793650793650794, + "TN": 105648165, + "TP": 50736, + "n_pred": 75674, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9578324599494805, + "FN": 11286, + "FP": 5057, + "IoU": 0.9190772338803117, + "TN": 105552047, + "TP": 185615, + "n_pred": 190672, + "n_ref": 196901 + }, + "15": { + "Dice": 0.8823486796826892, + "FN": 3573, + "FP": 2923, + "IoU": 0.7894668611246152, + "TN": 105723150, + "TP": 24359, + "n_pred": 27282, + "n_ref": 27932 + }, + "2": { + "Dice": 0.9427891784652633, + "FN": 8425, + "FP": 9108, + "IoU": 0.8917702687687502, + "TN": 105592007, + "TP": 144465, + "n_pred": 153573, + "n_ref": 152890 + }, + "3": { + "Dice": 0.9527016649037138, + "FN": 7088, + "FP": 9233, + "IoU": 0.9096755269988323, + "TN": 105573312, + "TP": 164372, + "n_pred": 173605, + "n_ref": 171460 + }, + "4": { + "Dice": 0.7279927519289221, + "FN": 15945, + "FP": 2669, + "IoU": 0.5723180846908531, + "TN": 105710482, + "TP": 24909, + "n_pred": 27578, + "n_ref": 40854 + }, + "5": { + "Dice": 0.7736658195679796, + "FN": 2623, + "FP": 3077, + "IoU": 0.6308768294262401, + "TN": 105738563, + "TP": 9742, + "n_pred": 12819, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9644838900978899, + "FN": 59874, + "FP": 48884, + "IoU": 0.9314040417865299, + "TN": 104168518, + "TP": 1476729, + "n_pred": 1525613, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.8817781278460137, + "FN": 17614, + "FP": 49628, + "IoU": 0.7885538190622936, + "TN": 105435995, + "TP": 250768, + "n_pred": 300396, + "n_ref": 268382 + }, + "8": { + "Dice": 0.9110032965686927, + "FN": 3138, + "FP": 13573, + "IoU": 0.8365528506176583, + "TN": 105651764, + "TP": 85530, + "n_pred": 99103, + "n_ref": 88668 + }, + "9": { + "Dice": 0.8439203634420096, + "FN": 11648, + "FP": 11714, + "IoU": 0.729984628009385, + "TN": 105667484, + "TP": 63159, + "n_pred": 74873, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9688983935275515, + "FN": 7692, + "FP": 8073, + "IoU": 0.93967305204993, + "TN": 96876554, + "TP": 245561, + "n_pred": 253634, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8404799858679239, + "FN": 12659, + "FP": 25268, + "IoU": 0.7248516417347398, + "TN": 97000038, + "TP": 99915, + "n_pred": 125183, + "n_ref": 112574 + }, + "11": { + "Dice": 0.8183733670459334, + "FN": 648, + "FP": 645, + "IoU": 0.6925820256776034, + "TN": 97133674, + "TP": 2913, + "n_pred": 3558, + "n_ref": 3561 + }, + "12": { + "Dice": 0.8413685847589425, + "FN": 731, + "FP": 697, + "IoU": 0.7261744966442953, + "TN": 97132665, + "TP": 3787, + "n_pred": 4484, + "n_ref": 4518 + }, + "13": { + "Dice": 0.7752738475581926, + "FN": 9130, + "FP": 14504, + "IoU": 0.633018120836633, + "TN": 97073479, + "TP": 40767, + "n_pred": 55271, + "n_ref": 49897 + }, + "14": { + "Dice": 0.9592366984646169, + "FN": 9909, + "FP": 11726, + "IoU": 0.9216665278738264, + "TN": 96861689, + "TP": 254556, + "n_pred": 266282, + "n_ref": 264465 + }, + "15": { + "Dice": 0.8444280835225065, + "FN": 1727, + "FP": 5880, + "IoU": 0.7307447260370947, + "TN": 97109628, + "TP": 20645, + "n_pred": 26525, + "n_ref": 22372 + }, + "2": { + "Dice": 0.9425897916500822, + "FN": 7755, + "FP": 8111, + "IoU": 0.8914135538004572, + "TN": 96991766, + "TP": 130248, + "n_pred": 138359, + "n_ref": 138003 + }, + "3": { + "Dice": 0.9437652811735942, + "FN": 9660, + "FP": 8073, + "IoU": 0.8935185185185185, + "TN": 96971344, + "TP": 148803, + "n_pred": 156876, + "n_ref": 158463 + }, + "4": { + "Dice": 0.9174751210448268, + "FN": 1820, + "FP": 2799, + "IoU": 0.8475325961379766, + "TN": 97107585, + "TP": 25676, + "n_pred": 28475, + "n_ref": 27496 + }, + "5": { + "Dice": 0.8437510552797758, + "FN": 2140, + "FP": 2487, + "IoU": 0.7297313084112149, + "TN": 97120760, + "TP": 12493, + "n_pred": 14980, + "n_ref": 14633 + }, + "6": { + "Dice": 0.9767951825518979, + "FN": 39727, + "FP": 29670, + "IoU": 0.9546428690475179, + "TN": 95607867, + "TP": 1460616, + "n_pred": 1490286, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.950634553468163, + "FN": 10956, + "FP": 14312, + "IoU": 0.9059137182475555, + "TN": 96869318, + "TP": 243294, + "n_pred": 257606, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9375512198500244, + "FN": 6217, + "FP": 10014, + "IoU": 0.8824436879843558, + "TN": 96999810, + "TP": 121839, + "n_pred": 131853, + "n_ref": 128056 + }, + "9": { + "Dice": 0.8399349907993177, + "FN": 6046, + "FP": 17788, + "IoU": 0.7240413115968878, + "TN": 97051512, + "TP": 62534, + "n_pred": 80322, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9716242745575697, + "FN": 3997, + "FP": 5904, + "IoU": 0.9448144783265426, + "TN": 130587379, + "TP": 169512, + "n_pred": 175416, + "n_ref": 173509 + }, + "10": { + "Dice": 0.8876063498651172, + "FN": 8810, + "FP": 8522, + "IoU": 0.7979246822898449, + "TN": 130681022, + "TP": 68438, + "n_pred": 76960, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7894547633313361, + "FN": 755, + "FP": 1002, + "IoU": 0.6521480894872302, + "TN": 130761741, + "TP": 3294, + "n_pred": 4296, + "n_ref": 4049 + }, + "12": { + "Dice": 0.8455114822546973, + "FN": 493, + "FP": 543, + "IoU": 0.7323688969258589, + "TN": 130762921, + "TP": 2835, + "n_pred": 3378, + "n_ref": 3328 + }, + "13": { + "Dice": 0.858866144103598, + "FN": 10033, + "FP": 6838, + "IoU": 0.752642768125504, + "TN": 130698587, + "TP": 51334, + "n_pred": 58172, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9588405330127738, + "FN": 4685, + "FP": 8600, + "IoU": 0.9209353258702471, + "TN": 130598765, + "TP": 154742, + "n_pred": 163342, + "n_ref": 159427 + }, + "15": { + "Dice": 0.8761203150461706, + "FN": 2983, + "FP": 4315, + "IoU": 0.7795499169309772, + "TN": 130733687, + "TP": 25807, + "n_pred": 30122, + "n_ref": 28790 + }, + "2": { + "Dice": 0.964497435152923, + "FN": 6888, + "FP": 4850, + "IoU": 0.931429305822492, + "TN": 130595611, + "TP": 159443, + "n_pred": 164293, + "n_ref": 166331 + }, + "3": { + "Dice": 0.962746009143371, + "FN": 5477, + "FP": 6950, + "IoU": 0.9281680452714146, + "TN": 130593791, + "TP": 160574, + "n_pred": 167524, + "n_ref": 166051 + }, + "4": { + "Dice": 0.9210866752910737, + "FN": 2880, + "FP": 1756, + "IoU": 0.8537170263788969, + "TN": 130735100, + "TP": 27056, + "n_pred": 28812, + "n_ref": 29936 + }, + "5": { + "Dice": 0.8187715059667618, + "FN": 3350, + "FP": 9027, + "IoU": 0.6931525188417295, + "TN": 130726456, + "TP": 27959, + "n_pred": 36986, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9680725735673913, + "FN": 28906, + "FP": 57384, + "IoU": 0.9381207910269769, + "TN": 129372301, + "TP": 1308201, + "n_pred": 1365585, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.9431531214573317, + "FN": 23334, + "FP": 27563, + "IoU": 0.8924217316683435, + "TN": 130293676, + "TP": 422219, + "n_pred": 449782, + "n_ref": 445553 + }, + "8": { + "Dice": 0.9074522853096966, + "FN": 10414, + "FP": 34420, + "IoU": 0.830583665233262, + "TN": 130502154, + "TP": 219804, + "n_pred": 254224, + "n_ref": 230218 + }, + "9": { + "Dice": 0.9009412066802959, + "FN": 10806, + "FP": 9254, + "IoU": 0.8197388639774269, + "TN": 130655509, + "TP": 91223, + "n_pred": 100477, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9271156704539742, + "FN": 7170, + "FP": 23281, + "IoU": 0.8641338538761851, + "TN": 72011883, + "TP": 193674, + "n_pred": 216955, + "n_ref": 200844 + }, + "10": { + "Dice": 0.6533485966105196, + "FN": 24709, + "FP": 15566, + "IoU": 0.4851653478888903, + "TN": 72157779, + "TP": 37954, + "n_pred": 53520, + "n_ref": 62663 + }, + "11": { + "Dice": 0.6975520938701194, + "FN": 963, + "FP": 532, + "IoU": 0.5355700528114321, + "TN": 72232789, + "TP": 1724, + "n_pred": 2256, + "n_ref": 2687 + }, + "12": { + "Dice": 0.6784994964753273, + "FN": 1376, + "FP": 1178, + "IoU": 0.5134311297389978, + "TN": 72230759, + "TP": 2695, + "n_pred": 3873, + "n_ref": 4071 + }, + "13": { + "Dice": 0.6271561026986895, + "FN": 34115, + "FP": 9073, + "IoU": 0.4568298725962445, + "TN": 72156497, + "TP": 36323, + "n_pred": 45396, + "n_ref": 70438 + }, + "14": { + "Dice": 0.6383163895966297, + "FN": 23238, + "FP": 34112, + "IoU": 0.46876997323008235, + "TN": 72128051, + "TP": 50607, + "n_pred": 84719, + "n_ref": 73845 + }, + "15": { + "Dice": 0.6429599806337355, + "FN": 3084, + "FP": 24939, + "IoU": 0.4737958877100742, + "TN": 72182753, + "TP": 25232, + "n_pred": 50171, + "n_ref": 28316 + }, + "2": { + "Dice": 0.9428609939730037, + "FN": 4881, + "FP": 9956, + "IoU": 0.891898783979716, + "TN": 72098757, + "TP": 122414, + "n_pred": 132370, + "n_ref": 127295 + }, + "3": { + "Dice": 0.9436284111158565, + "FN": 8058, + "FP": 11081, + "IoU": 0.893273182510163, + "TN": 72056681, + "TP": 160188, + "n_pred": 171269, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 75318, + "IoU": 0.0, + "TN": 72160690, + "TP": 0, + "n_pred": 75318, + "n_ref": 0 + }, + "5": { + "Dice": 0.8336412151067324, + "FN": 104, + "FP": 3138, + "IoU": 0.7147382314122306, + "TN": 72224643, + "TP": 8123, + "n_pred": 11261, + "n_ref": 8227 + }, + "6": { + "Dice": 0.9389997345288765, + "FN": 121714, + "FP": 58894, + "IoU": 0.8850136659597592, + "TN": 70665317, + "TP": 1390083, + "n_pred": 1448977, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.614287680660702, + "FN": 149592, + "FP": 88595, + "IoU": 0.44330101716465353, + "TN": 71808152, + "TP": 189669, + "n_pred": 278264, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9355832309082024, + "FN": 4400, + "FP": 4300, + "IoU": 0.8789632576969629, + "TN": 72164129, + "TP": 63179, + "n_pred": 67479, + "n_ref": 67579 + }, + "9": { + "Dice": 0.7615394877267876, + "FN": 15369, + "FP": 6081, + "IoU": 0.614908170409867, + "TN": 72180307, + "TP": 34251, + "n_pred": 40332, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9392503085671775, + "FN": 5665, + "FP": 5114, + "IoU": 0.8854589505451299, + "TN": 52459014, + "TP": 83327, + "n_pred": 88441, + "n_ref": 88992 + }, + "10": { + "Dice": 0.5536903157292815, + "FN": 20072, + "FP": 23636, + "IoU": 0.38282970912171704, + "TN": 52482300, + "TP": 27112, + "n_pred": 50748, + "n_ref": 47184 + }, + "11": { + "Dice": 0.14394580863674852, + "FN": 1872, + "FP": 150, + "IoU": 0.07755474452554745, + "TN": 52550928, + "TP": 170, + "n_pred": 320, + "n_ref": 2042 + }, + "12": { + "Dice": 0.39412328329607155, + "FN": 2832, + "FP": 962, + "IoU": 0.2454256165473349, + "TN": 52548092, + "TP": 1234, + "n_pred": 2196, + "n_ref": 4066 + }, + "13": { + "Dice": 0.44204137459394766, + "FN": 11273, + "FP": 14835, + "IoU": 0.2837311385459534, + "TN": 52516670, + "TP": 10342, + "n_pred": 25177, + "n_ref": 21615 + }, + "14": { + "Dice": 0.8726021684737281, + "FN": 5617, + "FP": 9047, + "IoU": 0.7739966709820603, + "TN": 52488236, + "TP": 50220, + "n_pred": 59267, + "n_ref": 55837 + }, + "15": { + "Dice": 0.42727036844836536, + "FN": 8802, + "FP": 35344, + "IoU": 0.27167439328196924, + "TN": 52492507, + "TP": 16467, + "n_pred": 51811, + "n_ref": 25269 + }, + "2": { + "Dice": 0.9346637506834335, + "FN": 11992, + "FP": 5216, + "IoU": 0.8773415447780344, + "TN": 52412828, + "TP": 123084, + "n_pred": 128300, + "n_ref": 135076 + }, + "3": { + "Dice": 0.9390154091186181, + "FN": 9850, + "FP": 7457, + "IoU": 0.8850415144470276, + "TN": 52402570, + "TP": 133243, + "n_pred": 140700, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 146, + "IoU": 0.0, + "TN": 52551094, + "TP": 0, + "n_pred": 146, + "n_ref": 1880 + }, + "5": { + "Dice": 0.8415379087315846, + "FN": 427, + "FP": 1778, + "IoU": 0.7264267990074442, + "TN": 52545060, + "TP": 5855, + "n_pred": 7633, + "n_ref": 6282 + }, + "6": { + "Dice": 0.9466986500811305, + "FN": 45856, + "FP": 36004, + "IoU": 0.8987918321324188, + "TN": 51744292, + "TP": 726968, + "n_pred": 762972, + "n_ref": 772824 + }, + "7": { + "Dice": 0.6597812958190427, + "FN": 90916, + "FP": 14430, + "IoU": 0.492293753072378, + "TN": 52345626, + "TP": 102148, + "n_pred": 116578, + "n_ref": 193064 + }, + "8": { + "Dice": 0.917241560672867, + "FN": 7213, + "FP": 2228, + "IoU": 0.847134067357513, + "TN": 52491360, + "TP": 52319, + "n_pred": 54547, + "n_ref": 59532 + }, + "9": { + "Dice": 0.8570449889159617, + "FN": 11786, + "FP": 10333, + "IoU": 0.7498501521097451, + "TN": 52464697, + "TP": 66304, + "n_pred": 76637, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9742935618811581, + "FN": 11252, + "FP": 3601, + "IoU": 0.9498756424577235, + "TN": 143840927, + "TP": 281470, + "n_pred": 285071, + "n_ref": 292722 + }, + "10": { + "Dice": 0.900154408279953, + "FN": 9959, + "FP": 9634, + "IoU": 0.8184370743098607, + "TN": 144029337, + "TP": 88320, + "n_pred": 97954, + "n_ref": 98279 + }, + "11": { + "Dice": 0.7143345293012131, + "FN": 2438, + "FP": 906, + "IoU": 0.5556146179401993, + "TN": 144129725, + "TP": 4181, + "n_pred": 5087, + "n_ref": 6619 + }, + "12": { + "Dice": 0.6919597526077725, + "FN": 1898, + "FP": 1439, + "IoU": 0.5290049400141144, + "TN": 144130165, + "TP": 3748, + "n_pred": 5187, + "n_ref": 5646 + }, + "13": { + "Dice": 0.8678609676754371, + "FN": 17997, + "FP": 8284, + "IoU": 0.7665674823466714, + "TN": 144024665, + "TP": 86304, + "n_pred": 94588, + "n_ref": 104301 + }, + "14": { + "Dice": 0.9660482260007058, + "FN": 11842, + "FP": 16151, + "IoU": 0.9343261942131601, + "TN": 143711007, + "TP": 398250, + "n_pred": 414401, + "n_ref": 410092 + }, + "15": { + "Dice": 0.8613117655532918, + "FN": 1740, + "FP": 4999, + "IoU": 0.7564070124706308, + "TN": 144109585, + "TP": 20926, + "n_pred": 25925, + "n_ref": 22666 + }, + "2": { + "Dice": 0.9632315276662683, + "FN": 5466, + "FP": 4655, + "IoU": 0.929071006083032, + "TN": 143994558, + "TP": 132571, + "n_pred": 137226, + "n_ref": 138037 + }, + "3": { + "Dice": 0.9622526225807284, + "FN": 6473, + "FP": 6686, + "IoU": 0.9272513171497598, + "TN": 143956367, + "TP": 167724, + "n_pred": 174410, + "n_ref": 174197 + }, + "4": { + "Dice": 0.929579613946746, + "FN": 2434, + "FP": 4950, + "IoU": 0.868424803991447, + "TN": 144081130, + "TP": 48736, + "n_pred": 53686, + "n_ref": 51170 + }, + "5": { + "Dice": 0.8289626807377768, + "FN": 6132, + "FP": 4597, + "IoU": 0.7078875003403305, + "TN": 144100521, + "TP": 26000, + "n_pred": 30597, + "n_ref": 32132 + }, + "6": { + "Dice": 0.9786927192370318, + "FN": 33258, + "FP": 24450, + "IoU": 0.9582744955131417, + "TN": 142754211, + "TP": 1325331, + "n_pred": 1349781, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.9485737625694314, + "FN": 14501, + "FP": 10932, + "IoU": 0.9021781355651883, + "TN": 143877257, + "TP": 234560, + "n_pred": 245492, + "n_ref": 249061 + }, + "8": { + "Dice": 0.9066275662267173, + "FN": 11467, + "FP": 33364, + "IoU": 0.8292028756367128, + "TN": 143874769, + "TP": 217650, + "n_pred": 251014, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8957133250272381, + "FN": 8549, + "FP": 11456, + "IoU": 0.8111239095131991, + "TN": 144031334, + "TP": 85911, + "n_pred": 97367, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9670560638048323, + "FN": 7884, + "FP": 6160, + "IoU": 0.9362135058045528, + "TN": 111558748, + "TP": 206128, + "n_pred": 212288, + "n_ref": 214012 + }, + "10": { + "Dice": 0.7441498017464647, + "FN": 13534, + "FP": 8792, + "IoU": 0.5925466291929773, + "TN": 111724126, + "TP": 32468, + "n_pred": 41260, + "n_ref": 46002 + }, + "11": { + "Dice": 0.7689432063263839, + "FN": 1121, + "FP": 486, + "IoU": 0.6246204157907032, + "TN": 111774639, + "TP": 2674, + "n_pred": 3160, + "n_ref": 3795 + }, + "12": { + "Dice": 0.7583312762280918, + "FN": 1588, + "FP": 370, + "IoU": 0.6107355864811134, + "TN": 111773890, + "TP": 3072, + "n_pred": 3442, + "n_ref": 4660 + }, + "13": { + "Dice": 0.76698132078527, + "FN": 12683, + "FP": 11780, + "IoU": 0.6220354433508953, + "TN": 111714197, + "TP": 40260, + "n_pred": 52040, + "n_ref": 52943 + }, + "14": { + "Dice": 0.8790385845828581, + "FN": 12979, + "FP": 8762, + "IoU": 0.7841827314419584, + "TN": 111678182, + "TP": 78997, + "n_pred": 87759, + "n_ref": 91976 + }, + "15": { + "Dice": 0.768715984680508, + "FN": 1198, + "FP": 4539, + "IoU": 0.6243206076877742, + "TN": 111763649, + "TP": 9534, + "n_pred": 14073, + "n_ref": 10732 + }, + "2": { + "Dice": 0.9666548965651597, + "FN": 7833, + "FP": 5860, + "IoU": 0.9354618252430845, + "TN": 111566751, + "TP": 198476, + "n_pred": 204336, + "n_ref": 206309 + }, + "3": { + "Dice": 0.9396072971219721, + "FN": 4053, + "FP": 3581, + "IoU": 0.8860937033721277, + "TN": 111711900, + "TP": 59386, + "n_pred": 62967, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8755221828565385, + "FN": 2122, + "FP": 2586, + "IoU": 0.7786033388196567, + "TN": 111757655, + "TP": 16557, + "n_pred": 19143, + "n_ref": 18679 + }, + "5": { + "Dice": 0.8210248612205265, + "FN": 4009, + "FP": 5760, + "IoU": 0.6963886126305321, + "TN": 111746744, + "TP": 22407, + "n_pred": 28167, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9727482805299933, + "FN": 25381, + "FP": 42381, + "IoU": 0.9469424699837606, + "TN": 110501778, + "TP": 1209380, + "n_pred": 1251761, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.9376590384656096, + "FN": 16931, + "FP": 12517, + "IoU": 0.8826347400850507, + "TN": 111528011, + "TP": 221461, + "n_pred": 233978, + "n_ref": 238392 + }, + "8": { + "Dice": 0.9163484991140732, + "FN": 30039, + "FP": 15095, + "IoU": 0.8456118026551185, + "TN": 111486579, + "TP": 247207, + "n_pred": 262302, + "n_ref": 277246 + }, + "9": { + "Dice": 0.8850991181311259, + "FN": 8276, + "FP": 10434, + "IoU": 0.7938814405164532, + "TN": 111688147, + "TP": 72063, + "n_pred": 82497, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9202411354910442, + "FN": 6494, + "FP": 21052, + "IoU": 0.852265413824173, + "TN": 198901419, + "TP": 158910, + "n_pred": 179962, + "n_ref": 165404 + }, + "10": { + "Dice": 0.8118666052972928, + "FN": 14620, + "FP": 7861, + "IoU": 0.6833126725643771, + "TN": 199016887, + "TP": 48507, + "n_pred": 56368, + "n_ref": 63127 + }, + "11": { + "Dice": 0.7357160835640574, + "FN": 1512, + "FP": 588, + "IoU": 0.581923153493928, + "TN": 199082852, + "TP": 2923, + "n_pred": 3511, + "n_ref": 4435 + }, + "12": { + "Dice": 0.7801571406562934, + "FN": 803, + "FP": 624, + "IoU": 0.639555443293761, + "TN": 199083916, + "TP": 2532, + "n_pred": 3156, + "n_ref": 3335 + }, + "13": { + "Dice": 0.5922433597093136, + "FN": 15872, + "FP": 11285, + "IoU": 0.42070010025811133, + "TN": 199040996, + "TP": 19722, + "n_pred": 31007, + "n_ref": 35594 + }, + "14": { + "Dice": 0.7465337390624815, + "FN": 15423, + "FP": 5984, + "IoU": 0.5955754553011411, + "TN": 199034943, + "TP": 31525, + "n_pred": 37509, + "n_ref": 46948 + }, + "15": { + "Dice": 0.8695513485063557, + "FN": 29526, + "FP": 3190, + "IoU": 0.7692090634611586, + "TN": 198946119, + "TP": 109040, + "n_pred": 112230, + "n_ref": 138566 + }, + "2": { + "Dice": 0.9418913701130983, + "FN": 3949, + "FP": 11552, + "IoU": 0.8901650960107702, + "TN": 198946745, + "TP": 125629, + "n_pred": 137181, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9589111733283947, + "FN": 6799, + "FP": 4516, + "IoU": 0.9210656658318626, + "TN": 198944528, + "TP": 132032, + "n_pred": 136548, + "n_ref": 138831 + }, + "4": { + "Dice": 0.8711425065102218, + "FN": 2568, + "FP": 1737, + "IoU": 0.7717028159304237, + "TN": 199069018, + "TP": 14552, + "n_pred": 16289, + "n_ref": 17120 + }, + "5": { + "Dice": 0.755097980702278, + "FN": 4886, + "FP": 4962, + "IoU": 0.6065521374350779, + "TN": 199062845, + "TP": 15182, + "n_pred": 20144, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9664278065625875, + "FN": 47618, + "FP": 29320, + "IoU": 0.9350365777048251, + "TN": 197903547, + "TP": 1107390, + "n_pred": 1136710, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.9249574461251887, + "FN": 12174, + "FP": 11192, + "IoU": 0.8603914726829501, + "TN": 198920507, + "TP": 144002, + "n_pred": 155194, + "n_ref": 156176 + }, + "8": { + "Dice": 0.9138367126922917, + "FN": 8160, + "FP": 12620, + "IoU": 0.8413437678946364, + "TN": 198956900, + "TP": 110195, + "n_pred": 122815, + "n_ref": 118355 + }, + "9": { + "Dice": 0.92464194886896, + "FN": 6687, + "FP": 9077, + "IoU": 0.8598456559621608, + "TN": 198975399, + "TP": 96712, + "n_pred": 105789, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9455656987070924, + "FN": 12691, + "FP": 7076, + "IoU": 0.8967516492470659, + "TN": 130883741, + "TP": 171684, + "n_pred": 178760, + "n_ref": 184375 + }, + "10": { + "Dice": 0.8453399302554321, + "FN": 11816, + "FP": 14129, + "IoU": 0.7321115126484254, + "TN": 130978342, + "TP": 70905, + "n_pred": 85034, + "n_ref": 82721 + }, + "11": { + "Dice": 0.7377830750893921, + "FN": 976, + "FP": 1224, + "IoU": 0.5845136921624173, + "TN": 131069897, + "TP": 3095, + "n_pred": 4319, + "n_ref": 4071 + }, + "12": { + "Dice": 0.7860946448307043, + "FN": 723, + "FP": 1406, + "IoU": 0.6475749048170832, + "TN": 131069151, + "TP": 3912, + "n_pred": 5318, + "n_ref": 4635 + }, + "13": { + "Dice": 0.7180100240372321, + "FN": 34001, + "FP": 10109, + "IoU": 0.5600746008158217, + "TN": 130974925, + "TP": 56157, + "n_pred": 66266, + "n_ref": 90158 + }, + "14": { + "Dice": 0.9112812315975435, + "FN": 2451, + "FP": 8095, + "IoU": 0.8370216974717191, + "TN": 131010484, + "TP": 54162, + "n_pred": 62257, + "n_ref": 56613 + }, + "15": { + "Dice": 0.8739363747304368, + "FN": 1440, + "FP": 6101, + "IoU": 0.7760985748218527, + "TN": 131041512, + "TP": 26139, + "n_pred": 32240, + "n_ref": 27579 + }, + "2": { + "Dice": 0.9359996353082405, + "FN": 6263, + "FP": 14796, + "IoU": 0.8796986038434293, + "TN": 130900140, + "TP": 153993, + "n_pred": 168789, + "n_ref": 160256 + }, + "3": { + "Dice": 0.9469523294915041, + "FN": 9561, + "FP": 10663, + "IoU": 0.8992492514932772, + "TN": 130874459, + "TP": 180509, + "n_pred": 191172, + "n_ref": 190070 + }, + "4": { + "Dice": 0.7476620030980012, + "FN": 27950, + "FP": 2513, + "IoU": 0.5970129509346104, + "TN": 130999599, + "TP": 45130, + "n_pred": 47643, + "n_ref": 73080 + }, + "5": { + "Dice": 0.8018240950226244, + "FN": 3358, + "FP": 2248, + "IoU": 0.6692039889065912, + "TN": 131058245, + "TP": 11341, + "n_pred": 13589, + "n_ref": 14699 + }, + "6": { + "Dice": 0.9732645395350429, + "FN": 46132, + "FP": 31983, + "IoU": 0.9479214237855388, + "TN": 129575247, + "TP": 1421830, + "n_pred": 1453813, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.9513721750983096, + "FN": 33833, + "FP": 42156, + "IoU": 0.9072543685244109, + "TN": 130255865, + "TP": 743338, + "n_pred": 785494, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9196216148530969, + "FN": 7008, + "FP": 14175, + "IoU": 0.8512032705356767, + "TN": 130932830, + "TP": 121179, + "n_pred": 135354, + "n_ref": 128187 + }, + "9": { + "Dice": 0.7717302748665217, + "FN": 16760, + "FP": 12099, + "IoU": 0.628306844233791, + "TN": 130997550, + "TP": 48783, + "n_pred": 60882, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.984159940279009, + "FN": 4603, + "FP": 2187, + "IoU": 0.9688138707084625, + "TN": 101399475, + "TP": 210935, + "n_pred": 213122, + "n_ref": 215538 + }, + "10": { + "Dice": 0.8878449160321832, + "FN": 4718, + "FP": 5667, + "IoU": 0.7983103515245679, + "TN": 101565710, + "TP": 41105, + "n_pred": 46772, + "n_ref": 45823 + }, + "11": { + "Dice": 0.8783188108662224, + "FN": 675, + "FP": 512, + "IoU": 0.7830378358618169, + "TN": 101611729, + "TP": 4284, + "n_pred": 4796, + "n_ref": 4959 + }, + "12": { + "Dice": 0.8519195612431444, + "FN": 1296, + "FP": 162, + "IoU": 0.7420382165605095, + "TN": 101611548, + "TP": 4194, + "n_pred": 4356, + "n_ref": 5490 + }, + "13": { + "Dice": 0.9185059559862709, + "FN": 3217, + "FP": 6874, + "IoU": 0.849293587024702, + "TN": 101550242, + "TP": 56867, + "n_pred": 63741, + "n_ref": 60084 + }, + "14": { + "Dice": 0.9530914841315818, + "FN": 897, + "FP": 5095, + "IoU": 0.9103865998654004, + "TN": 101550335, + "TP": 60873, + "n_pred": 65968, + "n_ref": 61770 + }, + "15": { + "Dice": 0.9127318061399408, + "FN": 3981, + "FP": 1619, + "IoU": 0.8394725526730686, + "TN": 101582315, + "TP": 29285, + "n_pred": 30904, + "n_ref": 33266 + }, + "2": { + "Dice": 0.9697457493137099, + "FN": 3663, + "FP": 6862, + "IoU": 0.9412683797885104, + "TN": 101437995, + "TP": 168680, + "n_pred": 175542, + "n_ref": 172343 + }, + "3": { + "Dice": 0.9701228374513573, + "FN": 7440, + "FP": 2756, + "IoU": 0.9419791725943208, + "TN": 101441470, + "TP": 165534, + "n_pred": 168290, + "n_ref": 172974 + }, + "4": { + "Dice": 0.9391434114311297, + "FN": 480, + "FP": 1559, + "IoU": 0.8852689624127842, + "TN": 101599428, + "TP": 15733, + "n_pred": 17292, + "n_ref": 16213 + }, + "5": { + "Dice": 0.8656068667320335, + "FN": 3445, + "FP": 4916, + "IoU": 0.7630572165386686, + "TN": 101581913, + "TP": 26926, + "n_pred": 31842, + "n_ref": 30371 + }, + "6": { + "Dice": 0.9889113306337685, + "FN": 25186, + "FP": 8644, + "IoU": 0.978065881455912, + "TN": 100074854, + "TP": 1508516, + "n_pred": 1517160, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.9736782187141272, + "FN": 17302, + "FP": 4894, + "IoU": 0.9487065718260516, + "TN": 101184474, + "TP": 410530, + "n_pred": 415424, + "n_ref": 427832 + }, + "8": { + "Dice": 0.96555340853701, + "FN": 10083, + "FP": 5747, + "IoU": 0.933400928095721, + "TN": 101379509, + "TP": 221861, + "n_pred": 227608, + "n_ref": 231944 + }, + "9": { + "Dice": 0.944363261786125, + "FN": 2155, + "FP": 7135, + "IoU": 0.8945911293159202, + "TN": 101529067, + "TP": 78843, + "n_pred": 85978, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.976545720503764, + "FN": 6302, + "FP": 3559, + "IoU": 0.9541664342685036, + "TN": 118967064, + "TP": 205287, + "n_pred": 208846, + "n_ref": 211589 + }, + "10": { + "Dice": 0.8977453159733249, + "FN": 10073, + "FP": 6027, + "IoU": 0.8144626908671853, + "TN": 119095437, + "TP": 70675, + "n_pred": 76702, + "n_ref": 80748 + }, + "11": { + "Dice": 0.7102981029810298, + "FN": 1417, + "FP": 721, + "IoU": 0.5507459550325698, + "TN": 119177453, + "TP": 2621, + "n_pred": 3342, + "n_ref": 4038 + }, + "12": { + "Dice": 0.7647568370251207, + "FN": 1045, + "FP": 856, + "IoU": 0.6191144059306752, + "TN": 119177221, + "TP": 3090, + "n_pred": 3946, + "n_ref": 4135 + }, + "13": { + "Dice": 0.8036811469224965, + "FN": 3252, + "FP": 11318, + "IoU": 0.6717951028315275, + "TN": 119137819, + "TP": 29823, + "n_pred": 41141, + "n_ref": 33075 + }, + "14": { + "Dice": 0.4415595471184132, + "FN": 45119, + "FP": 7361, + "IoU": 0.28333424373190585, + "TN": 119108984, + "TP": 20748, + "n_pred": 28109, + "n_ref": 65867 + }, + "15": { + "Dice": 0.8568223443223443, + "FN": 2007, + "FP": 4247, + "IoU": 0.7495093523450955, + "TN": 119157245, + "TP": 18713, + "n_pred": 22960, + "n_ref": 20720 + }, + "2": { + "Dice": 0.9568844388471986, + "FN": 9613, + "FP": 6957, + "IoU": 0.9173331071676237, + "TN": 118981769, + "TP": 183873, + "n_pred": 190830, + "n_ref": 193486 + }, + "3": { + "Dice": 0.9684968172228047, + "FN": 9023, + "FP": 3206, + "IoU": 0.9389179145480155, + "TN": 118982006, + "TP": 187977, + "n_pred": 191183, + "n_ref": 197000 + }, + "4": { + "Dice": 0.8877362678442092, + "FN": 5341, + "FP": 4269, + "IoU": 0.7981346889047599, + "TN": 119134606, + "TP": 37996, + "n_pred": 42265, + "n_ref": 43337 + }, + "5": { + "Dice": 0.9098248072880168, + "FN": 1493, + "FP": 1724, + "IoU": 0.8345675203126607, + "TN": 119162766, + "TP": 16229, + "n_pred": 17953, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9762284386533467, + "FN": 46576, + "FP": 35842, + "IoU": 0.9535608093755124, + "TN": 117407461, + "TP": 1692333, + "n_pred": 1728175, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.9610276677167112, + "FN": 13601, + "FP": 9435, + "IoU": 0.9249790758188112, + "TN": 118875151, + "TP": 284025, + "n_pred": 293460, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9690581028046329, + "FN": 1174, + "FP": 3998, + "IoU": 0.9399735382187043, + "TN": 119096050, + "TP": 80990, + "n_pred": 84988, + "n_ref": 82164 + }, + "9": { + "Dice": 0.9424437144843791, + "FN": 6908, + "FP": 2694, + "IoU": 0.8911522983619565, + "TN": 119093997, + "TP": 78613, + "n_pred": 81307, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 39987, + "IoU": 0.0, + "TN": 61292493, + "TP": 0, + "n_pred": 39987, + "n_ref": 0 + }, + "10": { + "Dice": 0.8241641397235459, + "FN": 3036, + "FP": 10359, + "IoU": 0.7009176770044879, + "TN": 61287693, + "TP": 31392, + "n_pred": 41751, + "n_ref": 34428 + }, + "11": { + "Dice": 0.8527651424467321, + "FN": 302, + "FP": 928, + "IoU": 0.743322203672788, + "TN": 61327688, + "TP": 3562, + "n_pred": 4490, + "n_ref": 3864 + }, + "12": { + "Dice": 0.8275012827090816, + "FN": 818, + "FP": 863, + "IoU": 0.705758795729039, + "TN": 61326767, + "TP": 4032, + "n_pred": 4895, + "n_ref": 4850 + }, + "13": { + "Dice": 0.6879101523659814, + "FN": 16374, + "FP": 16583, + "IoU": 0.5242858586295992, + "TN": 61263201, + "TP": 36322, + "n_pred": 52905, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9657723787180347, + "FN": 6910, + "FP": 11779, + "IoU": 0.9338102743000832, + "TN": 61050125, + "TP": 263666, + "n_pred": 275445, + "n_ref": 270576 + }, + "15": { + "Dice": 0.8720475624256837, + "FN": 6554, + "FP": 20348, + "IoU": 0.7731244096613142, + "TN": 61213904, + "TP": 91674, + "n_pred": 112022, + "n_ref": 98228 + }, + "2": { + "Dice": 0.965857129598119, + "FN": 4845, + "FP": 6191, + "IoU": 0.9339687554223284, + "TN": 61165347, + "TP": 156097, + "n_pred": 162288, + "n_ref": 160942 + }, + "3": { + "Dice": 0.9709045968631701, + "FN": 4126, + "FP": 3337, + "IoU": 0.9434544104499099, + "TN": 61200498, + "TP": 124519, + "n_pred": 127856, + "n_ref": 128645 + }, + "4": { + "Dice": 0.9570778209654222, + "FN": 1930, + "FP": 1681, + "IoU": 0.9176886254843857, + "TN": 61288610, + "TP": 40259, + "n_pred": 41940, + "n_ref": 42189 + }, + "5": { + "Dice": 0.8515184381778742, + "FN": 721, + "FP": 2017, + "IoU": 0.7414297856265937, + "TN": 61321891, + "TP": 7851, + "n_pred": 9868, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9776107165100778, + "FN": 25715, + "FP": 28351, + "IoU": 0.9562020380074868, + "TN": 60098039, + "TP": 1180375, + "n_pred": 1208726, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.6414103501712356, + "FN": 104683, + "FP": 6620, + "IoU": 0.47211485105313333, + "TN": 61121633, + "TP": 99544, + "n_pred": 106164, + "n_ref": 204227 + }, + "8": { + "Dice": 0.9522928379949233, + "FN": 1929, + "FP": 6115, + "IoU": 0.908930350511729, + "TN": 61244152, + "TP": 80284, + "n_pred": 86399, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8843694987491892, + "FN": 6104, + "FP": 8872, + "IoU": 0.7927082468233535, + "TN": 61260234, + "TP": 57270, + "n_pred": 66142, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9830216022058947, + "FN": 2824, + "FP": 3198, + "IoU": 0.9666101112257006, + "TN": 148927146, + "TP": 174332, + "n_pred": 177530, + "n_ref": 177156 + }, + "10": { + "Dice": 0.9069585085240716, + "FN": 5717, + "FP": 8047, + "IoU": 0.8297567069475195, + "TN": 149026651, + "TP": 67085, + "n_pred": 75132, + "n_ref": 72802 + }, + "11": { + "Dice": 0.8240208877284595, + "FN": 237, + "FP": 774, + "IoU": 0.7007104795737122, + "TN": 149104122, + "TP": 2367, + "n_pred": 3141, + "n_ref": 2604 + }, + "12": { + "Dice": 0.7296315516346653, + "FN": 691, + "FP": 351, + "IoU": 0.5743464052287581, + "TN": 149105052, + "TP": 1406, + "n_pred": 1757, + "n_ref": 2097 + }, + "13": { + "Dice": 0.8164872669992124, + "FN": 11282, + "FP": 21571, + "IoU": 0.6898846495119787, + "TN": 149001562, + "TP": 73085, + "n_pred": 94656, + "n_ref": 84367 + }, + "14": { + "Dice": 0.9450824538787823, + "FN": 4723, + "FP": 5544, + "IoU": 0.8958827705100902, + "TN": 149008890, + "TP": 88343, + "n_pred": 93887, + "n_ref": 93066 + }, + "15": { + "Dice": 0.9290019668802741, + "FN": 1438, + "FP": 4157, + "IoU": 0.8674170616113744, + "TN": 149065300, + "TP": 36605, + "n_pred": 40762, + "n_ref": 38043 + }, + "2": { + "Dice": 0.9790225786057624, + "FN": 2922, + "FP": 3681, + "IoU": 0.9589071786414414, + "TN": 148946815, + "TP": 154082, + "n_pred": 157763, + "n_ref": 157004 + }, + "3": { + "Dice": 0.8458035714285714, + "FN": 3248, + "FP": 17476, + "IoU": 0.7328073025450608, + "TN": 149029938, + "TP": 56838, + "n_pred": 74314, + "n_ref": 60086 + }, + "4": { + "Dice": 0.94978886756238, + "FN": 1091, + "FP": 1525, + "IoU": 0.9043789750712772, + "TN": 149080142, + "TP": 24742, + "n_pred": 26267, + "n_ref": 25833 + }, + "5": { + "Dice": 0.7176994447302596, + "FN": 13488, + "FP": 2425, + "IoU": 0.5596967433109211, + "TN": 149071359, + "TP": 20228, + "n_pred": 22653, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9783042624101824, + "FN": 19227, + "FP": 28978, + "IoU": 0.9575299440105371, + "TN": 147972465, + "TP": 1086830, + "n_pred": 1115808, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.9576657164389397, + "FN": 12090, + "FP": 11166, + "IoU": 0.9187702367105718, + "TN": 148821201, + "TP": 263043, + "n_pred": 274209, + "n_ref": 275133 + }, + "8": { + "Dice": 0.9690434584326374, + "FN": 8081, + "FP": 6038, + "IoU": 0.939945981582697, + "TN": 148872395, + "TP": 220986, + "n_pred": 227024, + "n_ref": 229067 + }, + "9": { + "Dice": 0.9243778831405893, + "FN": 8235, + "FP": 4732, + "IoU": 0.8593890629913575, + "TN": 149015281, + "TP": 79252, + "n_pred": 83984, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9837718359791372, + "FN": 13948, + "FP": 2586, + "IoU": 0.9680619675867798, + "TN": 100195110, + "TP": 501156, + "n_pred": 503742, + "n_ref": 515104 + }, + "10": { + "Dice": 0.6684769713427012, + "FN": 13115, + "FP": 12035, + "IoU": 0.5020393616600007, + "TN": 100662294, + "TP": 25356, + "n_pred": 37391, + "n_ref": 38471 + }, + "11": { + "Dice": 0.6528605482717521, + "FN": 1290, + "FP": 1040, + "IoU": 0.4846272948462729, + "TN": 100708279, + "TP": 2191, + "n_pred": 3231, + "n_ref": 3481 + }, + "12": { + "Dice": 0.7118914604948124, + "FN": 1859, + "FP": 1390, + "IoU": 0.5526641883519207, + "TN": 100705537, + "TP": 4014, + "n_pred": 5404, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0, + "FN": 39155, + "FP": 506, + "IoU": 0.0, + "TN": 100673139, + "TP": 0, + "n_pred": 506, + "n_ref": 39155 + }, + "14": { + "Dice": 0.8701673889030503, + "FN": 20762, + "FP": 18966, + "IoU": 0.7701737233962548, + "TN": 100539939, + "TP": 133133, + "n_pred": 152099, + "n_ref": 153895 + }, + "15": { + "Dice": 0.9201791581950955, + "FN": 2713, + "FP": 13344, + "IoU": 0.852159101371881, + "TN": 100604190, + "TP": 92553, + "n_pred": 105897, + "n_ref": 95266 + }, + "2": { + "Dice": 0.9349148458463392, + "FN": 19750, + "FP": 9963, + "IoU": 0.8777841304052748, + "TN": 100469681, + "TP": 213406, + "n_pred": 223369, + "n_ref": 233156 + }, + "3": { + "Dice": 0.9379652169713786, + "FN": 10292, + "FP": 17969, + "IoU": 0.8831774928280298, + "TN": 100470886, + "TP": 213653, + "n_pred": 231622, + "n_ref": 223945 + }, + "4": { + "Dice": 0.8024356173215373, + "FN": 1644, + "FP": 25935, + "IoU": 0.6700563484752413, + "TN": 100629213, + "TP": 56008, + "n_pred": 81943, + "n_ref": 57652 + }, + "5": { + "Dice": 0.7398617205158888, + "FN": 5344, + "FP": 2482, + "IoU": 0.5871274070166183, + "TN": 100693845, + "TP": 11129, + "n_pred": 13611, + "n_ref": 16473 + }, + "6": { + "Dice": 0.9624519953197465, + "FN": 75553, + "FP": 80696, + "IoU": 0.9276216531459189, + "TN": 98554019, + "TP": 2002532, + "n_pred": 2083228, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.8296740141469641, + "FN": 18878, + "FP": 44114, + "IoU": 0.7089255678982681, + "TN": 100496388, + "TP": 153420, + "n_pred": 197534, + "n_ref": 172298 + }, + "8": { + "Dice": 0.9517629047368782, + "FN": 1870, + "FP": 8685, + "IoU": 0.9079652962462397, + "TN": 100598115, + "TP": 104130, + "n_pred": 112815, + "n_ref": 106000 + }, + "9": { + "Dice": 0.8344906454416541, + "FN": 10641, + "FP": 25541, + "IoU": 0.7159879431065339, + "TN": 100585404, + "TP": 91214, + "n_pred": 116755, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9784824605998983, + "FN": 847, + "FP": 2539, + "IoU": 0.9578714244833464, + "TN": 78870327, + "TP": 76987, + "n_pred": 79526, + "n_ref": 77834 + }, + "10": { + "Dice": 0.8011666311527808, + "FN": 8865, + "FP": 6065, + "IoU": 0.6682885645093204, + "TN": 78905691, + "TP": 30079, + "n_pred": 36144, + "n_ref": 38944 + }, + "11": { + "Dice": 0.677561282212445, + "FN": 290, + "FP": 736, + "IoU": 0.5123574144486692, + "TN": 78948596, + "TP": 1078, + "n_pred": 1814, + "n_ref": 1368 + }, + "12": { + "Dice": 0.5553292600135777, + "FN": 1333, + "FP": 632, + "IoU": 0.3843984962406015, + "TN": 78947508, + "TP": 1227, + "n_pred": 1859, + "n_ref": 2560 + }, + "13": { + "Dice": 0.6736848821258813, + "FN": 27728, + "FP": 2959, + "IoU": 0.5079372715027901, + "TN": 78888336, + "TP": 31677, + "n_pred": 34636, + "n_ref": 59405 + }, + "14": { + "Dice": 0.749309981930462, + "FN": 8401, + "FP": 4224, + "IoU": 0.599117264153939, + "TN": 78919207, + "TP": 18868, + "n_pred": 23092, + "n_ref": 27269 + }, + "15": { + "Dice": 0.9258504301786896, + "FN": 6658, + "FP": 1745, + "IoU": 0.8619380914826499, + "TN": 78889836, + "TP": 52461, + "n_pred": 54206, + "n_ref": 59119 + }, + "2": { + "Dice": 0.968944099378882, + "FN": 4337, + "FP": 1803, + "IoU": 0.9397590361445783, + "TN": 78848776, + "TP": 95784, + "n_pred": 97587, + "n_ref": 100121 + }, + "3": { + "Dice": 0.9690591727127108, + "FN": 2400, + "FP": 2854, + "IoU": 0.9399755515188905, + "TN": 78863169, + "TP": 82277, + "n_pred": 85131, + "n_ref": 84677 + }, + "4": { + "Dice": 0.9019938067039713, + "FN": 525, + "FP": 3083, + "IoU": 0.8214833506506358, + "TN": 78930489, + "TP": 16603, + "n_pred": 19686, + "n_ref": 17128 + }, + "5": { + "Dice": 0.7310952412734433, + "FN": 12890, + "FP": 3226, + "IoU": 0.5761624237323796, + "TN": 78912676, + "TP": 21908, + "n_pred": 25134, + "n_ref": 34798 + }, + "6": { + "Dice": 0.973713242448581, + "FN": 19089, + "FP": 18058, + "IoU": 0.948773074663585, + "TN": 78225554, + "TP": 687999, + "n_pred": 706057, + "n_ref": 707088 + }, + "7": { + "Dice": 0.9414718634514967, + "FN": 62303, + "FP": 19609, + "IoU": 0.8894160022248563, + "TN": 78209978, + "TP": 658810, + "n_pred": 678419, + "n_ref": 721113 + }, + "8": { + "Dice": 0.9389103057112057, + "FN": 36285, + "FP": 2080, + "IoU": 0.8848547966913575, + "TN": 78617512, + "TP": 294823, + "n_pred": 296903, + "n_ref": 331108 + }, + "9": { + "Dice": 0.8548432016933103, + "FN": 11007, + "FP": 4629, + "IoU": 0.7464857240138139, + "TN": 78889023, + "TP": 46041, + "n_pred": 50670, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.982753576846932, + "FN": 3749, + "FP": 1321, + "IoU": 0.9660919463356563, + "TN": 104854918, + "TP": 144452, + "n_pred": 145773, + "n_ref": 148201 + }, + "10": { + "Dice": 0.9257055752101653, + "FN": 5858, + "FP": 7204, + "IoU": 0.8616870327622356, + "TN": 104910002, + "TP": 81376, + "n_pred": 88580, + "n_ref": 87234 + }, + "11": { + "Dice": 0.8990212461207926, + "FN": 565, + "FP": 281, + "IoU": 0.8165654813529922, + "TN": 104999828, + "TP": 3766, + "n_pred": 4047, + "n_ref": 4331 + }, + "12": { + "Dice": 0.8338174273858922, + "FN": 814, + "FP": 788, + "IoU": 0.7149973314356876, + "TN": 104998819, + "TP": 4019, + "n_pred": 4807, + "n_ref": 4833 + }, + "13": { + "Dice": 0.9389755812384765, + "FN": 4738, + "FP": 4761, + "IoU": 0.8849707552767653, + "TN": 104921861, + "TP": 73080, + "n_pred": 77841, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9710648394819661, + "FN": 1737, + "FP": 2336, + "IoU": 0.9437570769698141, + "TN": 104932022, + "TP": 68345, + "n_pred": 70681, + "n_ref": 70082 + }, + "15": { + "Dice": 0.924706590430334, + "FN": 1314, + "FP": 2439, + "IoU": 0.8599574610992947, + "TN": 104977641, + "TP": 23046, + "n_pred": 25485, + "n_ref": 24360 + }, + "2": { + "Dice": 0.9788368055043762, + "FN": 4729, + "FP": 2450, + "IoU": 0.9585508083140878, + "TN": 104831240, + "TP": 166021, + "n_pred": 168471, + "n_ref": 170750 + }, + "3": { + "Dice": 0.9829086803601118, + "FN": 2495, + "FP": 2758, + "IoU": 0.9663917697263613, + "TN": 104848139, + "TP": 151048, + "n_pred": 153806, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 141, + "IoU": 0.0, + "TN": 105004299, + "TP": 0, + "n_pred": 141, + "n_ref": 0 + }, + "5": { + "Dice": 0.8083974066832301, + "FN": 2586, + "FP": 10447, + "IoU": 0.6784119229155872, + "TN": 104963913, + "TP": 27494, + "n_pred": 37941, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9854029768834462, + "FN": 22094, + "FP": 13866, + "IoU": 0.9712259689630947, + "TN": 103754702, + "TP": 1213778, + "n_pred": 1227644, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.971950763498162, + "FN": 7854, + "FP": 4973, + "IoU": 0.9454321145215153, + "TN": 104769375, + "TP": 222238, + "n_pred": 227211, + "n_ref": 230092 + }, + "8": { + "Dice": 0.9730213600738984, + "FN": 8562, + "FP": 11269, + "IoU": 0.9474601732163721, + "TN": 104626993, + "TP": 357616, + "n_pred": 368885, + "n_ref": 366178 + }, + "9": { + "Dice": 0.9521497427728163, + "FN": 6289, + "FP": 2482, + "IoU": 0.9086696655420884, + "TN": 104908404, + "TP": 87265, + "n_pred": 89747, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9869032336755359, + "FN": 9509, + "FP": 1336, + "IoU": 0.974145083155325, + "TN": 177256832, + "TP": 408611, + "n_pred": 409947, + "n_ref": 418120 + }, + "10": { + "Dice": 0.860200495477329, + "FN": 12239, + "FP": 7173, + "IoU": 0.7546945687062451, + "TN": 177597154, + "TP": 59722, + "n_pred": 66895, + "n_ref": 71961 + }, + "11": { + "Dice": 0.8258831599405511, + "FN": 1131, + "FP": 392, + "IoU": 0.7034079844206427, + "TN": 177671153, + "TP": 3612, + "n_pred": 4004, + "n_ref": 4743 + }, + "12": { + "Dice": 0.8594385285575993, + "FN": 759, + "FP": 693, + "IoU": 0.753522322186386, + "TN": 177670397, + "TP": 4439, + "n_pred": 5132, + "n_ref": 5198 + }, + "13": { + "Dice": 0.926627279997936, + "FN": 5249, + "FP": 6127, + "IoU": 0.8632856627809158, + "TN": 177593078, + "TP": 71834, + "n_pred": 77961, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9596923440391658, + "FN": 3127, + "FP": 3015, + "IoU": 0.922508200857936, + "TN": 177597028, + "TP": 73118, + "n_pred": 76133, + "n_ref": 76245 + }, + "15": { + "Dice": 0.8942281934513384, + "FN": 1471, + "FP": 3662, + "IoU": 0.8086914390071186, + "TN": 177649457, + "TP": 21698, + "n_pred": 25360, + "n_ref": 23169 + }, + "2": { + "Dice": 0.9805648608740766, + "FN": 5515, + "FP": 2764, + "IoU": 0.9618707686639341, + "TN": 177459158, + "TP": 208851, + "n_pred": 211615, + "n_ref": 214366 + }, + "3": { + "Dice": 0.9845579229472612, + "FN": 4071, + "FP": 2296, + "IoU": 0.969585508810983, + "TN": 177466947, + "TP": 202974, + "n_pred": 205270, + "n_ref": 207045 + }, + "4": { + "Dice": 0.9490089139103918, + "FN": 2068, + "FP": 1410, + "IoU": 0.902965711575482, + "TN": 177640445, + "TP": 32365, + "n_pred": 33775, + "n_ref": 34433 + }, + "5": { + "Dice": 0.8264343934793031, + "FN": 5326, + "FP": 5534, + "IoU": 0.7042080893367834, + "TN": 177639573, + "TP": 25855, + "n_pred": 31389, + "n_ref": 31181 + }, + "6": { + "Dice": 0.9634414049544769, + "FN": 90180, + "FP": 40003, + "IoU": 0.9294615948962972, + "TN": 175830726, + "TP": 1715379, + "n_pred": 1755382, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.8927115479386608, + "FN": 12233, + "FP": 73326, + "IoU": 0.8062140865614376, + "TN": 177234775, + "TP": 355954, + "n_pred": 429280, + "n_ref": 368187 + }, + "8": { + "Dice": 0.9649411316667368, + "FN": 4345, + "FP": 9832, + "IoU": 0.9322572475714006, + "TN": 177467011, + "TP": 195100, + "n_pred": 204932, + "n_ref": 199445 + }, + "9": { + "Dice": 0.9634647794868769, + "FN": 4596, + "FP": 5311, + "IoU": 0.9295051054897356, + "TN": 177535753, + "TP": 130628, + "n_pred": 135939, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9802068516598761, + "FN": 4101, + "FP": 3288, + "IoU": 0.9611820330969267, + "TN": 193815185, + "TP": 182961, + "n_pred": 186249, + "n_ref": 187062 + }, + "10": { + "Dice": 0.9339813032081468, + "FN": 6520, + "FP": 4864, + "IoU": 0.8761397018822762, + "TN": 193913625, + "TP": 80526, + "n_pred": 85390, + "n_ref": 87046 + }, + "11": { + "Dice": 0.8677839851024208, + "FN": 549, + "FP": 232, + "IoU": 0.7664473684210527, + "TN": 194002191, + "TP": 2563, + "n_pred": 2795, + "n_ref": 3112 + }, + "12": { + "Dice": 0.8395407448893867, + "FN": 952, + "FP": 194, + "IoU": 0.7234555984555985, + "TN": 194001391, + "TP": 2998, + "n_pred": 3192, + "n_ref": 3950 + }, + "13": { + "Dice": 0.8691222747956804, + "FN": 9292, + "FP": 8051, + "IoU": 0.7685377962844331, + "TN": 193930607, + "TP": 57585, + "n_pred": 65636, + "n_ref": 66877 + }, + "14": { + "Dice": 0.936723401811185, + "FN": 2513, + "FP": 7402, + "IoU": 0.8809781042927111, + "TN": 193922231, + "TP": 73389, + "n_pred": 80791, + "n_ref": 75902 + }, + "15": { + "Dice": 0.8845821450177167, + "FN": 495, + "FP": 4847, + "IoU": 0.7930500135590594, + "TN": 193979722, + "TP": 20471, + "n_pred": 25318, + "n_ref": 20966 + }, + "2": { + "Dice": 0.9767671595065064, + "FN": 4426, + "FP": 1971, + "IoU": 0.9545893376872293, + "TN": 193864665, + "TP": 134473, + "n_pred": 136444, + "n_ref": 138899 + }, + "3": { + "Dice": 0.9723876920320688, + "FN": 4292, + "FP": 3106, + "IoU": 0.946259289123281, + "TN": 193867874, + "TP": 130263, + "n_pred": 133369, + "n_ref": 134555 + }, + "4": { + "Dice": 0.9462135651527126, + "FN": 675, + "FP": 1639, + "IoU": 0.8979177695429681, + "TN": 193982867, + "TP": 20354, + "n_pred": 21993, + "n_ref": 21029 + }, + "5": { + "Dice": 0.8044605896764383, + "FN": 3464, + "FP": 8109, + "IoU": 0.672885044800588, + "TN": 193970156, + "TP": 23806, + "n_pred": 31915, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9740665779437115, + "FN": 22000, + "FP": 50587, + "IoU": 0.9494442397552273, + "TN": 192569754, + "TP": 1363194, + "n_pred": 1413781, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.9661803037926273, + "FN": 13760, + "FP": 7817, + "IoU": 0.9345733180912644, + "TN": 193675746, + "TP": 308212, + "n_pred": 316029, + "n_ref": 321972 + }, + "8": { + "Dice": 0.9653224279916712, + "FN": 9366, + "FP": 7305, + "IoU": 0.9329693173091228, + "TN": 193756828, + "TP": 232036, + "n_pred": 239341, + "n_ref": 241402 + }, + "9": { + "Dice": 0.933416001446692, + "FN": 8088, + "FP": 4799, + "IoU": 0.8751453263059991, + "TN": 193902319, + "TP": 90329, + "n_pred": 95128, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9740908482537983, + "FN": 1645, + "FP": 4356, + "IoU": 0.9494903584745263, + "TN": 99536991, + "TP": 112808, + "n_pred": 117164, + "n_ref": 114453 + }, + "10": { + "Dice": 0.8990979682391406, + "FN": 10086, + "FP": 3740, + "IoU": 0.8166920782234007, + "TN": 99580375, + "TP": 61599, + "n_pred": 65339, + "n_ref": 71685 + }, + "11": { + "Dice": 0.8727806701374984, + "FN": 373, + "FP": 580, + "IoU": 0.7742775935575557, + "TN": 99651578, + "TP": 3269, + "n_pred": 3849, + "n_ref": 3642 + }, + "12": { + "Dice": 0.8181235991034262, + "FN": 1013, + "FP": 123, + "IoU": 0.6922243294500136, + "TN": 99652109, + "TP": 2555, + "n_pred": 2678, + "n_ref": 3568 + }, + "13": { + "Dice": 0.8286109905553144, + "FN": 5337, + "FP": 11249, + "IoU": 0.7073747353563867, + "TN": 99599120, + "TP": 40094, + "n_pred": 51343, + "n_ref": 45431 + }, + "14": { + "Dice": 0.8557499223682848, + "FN": 12803, + "FP": 1133, + "IoU": 0.747869665116784, + "TN": 99600527, + "TP": 41337, + "n_pred": 42470, + "n_ref": 54140 + }, + "15": { + "Dice": 0.8408136226079886, + "FN": 10024, + "FP": 549, + "IoU": 0.7253480881130507, + "TN": 99617304, + "TP": 27923, + "n_pred": 28472, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9655409424360584, + "FN": 5180, + "FP": 2641, + "IoU": 0.9333776289898035, + "TN": 99538407, + "TP": 109572, + "n_pred": 112213, + "n_ref": 114752 + }, + "3": { + "Dice": 0.968763877402191, + "FN": 4916, + "FP": 2751, + "IoU": 0.9394200379266751, + "TN": 99529240, + "TP": 118893, + "n_pred": 121644, + "n_ref": 123809 + }, + "4": { + "Dice": 0.9355005581420676, + "FN": 1726, + "FP": 643, + "IoU": 0.8788173308097601, + "TN": 99636251, + "TP": 17180, + "n_pred": 17823, + "n_ref": 18906 + }, + "5": { + "Dice": 0.902371084992187, + "FN": 325, + "FP": 1112, + "IoU": 0.8221094330279772, + "TN": 99647722, + "TP": 6641, + "n_pred": 7753, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9754344453909446, + "FN": 33261, + "FP": 33268, + "IoU": 0.9520468856315808, + "TN": 98268424, + "TP": 1320847, + "n_pred": 1354115, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.928826078212699, + "FN": 14561, + "FP": 8797, + "IoU": 0.867110428400751, + "TN": 99480030, + "TP": 152412, + "n_pred": 161209, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9700164809100201, + "FN": 1748, + "FP": 4383, + "IoU": 0.9417786429894117, + "TN": 99550495, + "TP": 99174, + "n_pred": 103557, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9409821505935361, + "FN": 8655, + "FP": 2243, + "IoU": 0.8885422952228029, + "TN": 99558023, + "TP": 86879, + "n_pred": 89122, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9742603668603224, + "FN": 20550, + "FP": 1979, + "IoU": 0.9498125405159759, + "TN": 62634623, + "TP": 426368, + "n_pred": 428347, + "n_ref": 446918 + }, + "10": { + "Dice": 0.9337496061638931, + "FN": 5645, + "FP": 3607, + "IoU": 0.8757320152581529, + "TN": 63009068, + "TP": 65200, + "n_pred": 68807, + "n_ref": 70845 + }, + "11": { + "Dice": 0.8175790285273709, + "FN": 894, + "FP": 289, + "IoU": 0.6914449660928534, + "TN": 63079686, + "TP": 2651, + "n_pred": 2940, + "n_ref": 3545 + }, + "12": { + "Dice": 0.8775075987841945, + "FN": 615, + "FP": 191, + "IoU": 0.7817492553479556, + "TN": 63079827, + "TP": 2887, + "n_pred": 3078, + "n_ref": 3502 + }, + "13": { + "Dice": 0.8599910953771976, + "FN": 6058, + "FP": 6835, + "IoU": 0.7543722613831206, + "TN": 63031030, + "TP": 39597, + "n_pred": 46432, + "n_ref": 45655 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9845742683778558, + "FN": 2031, + "FP": 1790, + "IoU": 0.9696172134667069, + "TN": 62957758, + "TP": 121941, + "n_pred": 123731, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9871269153115365, + "FN": 1448, + "FP": 1842, + "IoU": 0.9745810509074333, + "TN": 62954089, + "TP": 126141, + "n_pred": 127983, + "n_ref": 127589 + }, + "4": { + "Dice": 0.22383237050817587, + "FN": 15743, + "FP": 111, + "IoU": 0.12601984564498347, + "TN": 63065380, + "TP": 2286, + "n_pred": 2397, + "n_ref": 18029 + }, + "5": { + "Dice": 0.7660291773936496, + "FN": 4457, + "FP": 3177, + "IoU": 0.6207838656797974, + "TN": 63063389, + "TP": 12497, + "n_pred": 15674, + "n_ref": 16954 + }, + "6": { + "Dice": 0.9414992958529275, + "FN": 104799, + "FP": 22563, + "IoU": 0.8894649688604378, + "TN": 61931288, + "TP": 1024870, + "n_pred": 1047433, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.9276030658212173, + "FN": 4589, + "FP": 19148, + "IoU": 0.8649810869998009, + "TN": 62907715, + "TP": 152068, + "n_pred": 171216, + "n_ref": 156657 + }, + "8": { + "Dice": 0.9497173649860275, + "FN": 7623, + "FP": 3425, + "IoU": 0.9042493261572329, + "TN": 62968137, + "TP": 104335, + "n_pred": 107760, + "n_ref": 111958 + }, + "9": { + "Dice": 0.9373982226771507, + "FN": 2594, + "FP": 2788, + "IoU": 0.8821726470652625, + "TN": 63037843, + "TP": 40295, + "n_pred": 43083, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9815305376316499, + "FN": 6437, + "FP": 5081, + "IoU": 0.9637309452059539, + "TN": 109291247, + "TP": 306053, + "n_pred": 311134, + "n_ref": 312490 + }, + "10": { + "Dice": 0.6902717066877202, + "FN": 16235, + "FP": 48103, + "IoU": 0.5270342789511214, + "TN": 109472787, + "TP": 71693, + "n_pred": 119796, + "n_ref": 87928 + }, + "11": { + "Dice": 0.764650059311981, + "FN": 1243, + "FP": 741, + "IoU": 0.61897445746111, + "TN": 109603611, + "TP": 3223, + "n_pred": 3964, + "n_ref": 4466 + }, + "12": { + "Dice": 0.8761735600101497, + "FN": 628, + "FP": 348, + "IoU": 0.7796342289455859, + "TN": 109604389, + "TP": 3453, + "n_pred": 3801, + "n_ref": 4081 + }, + "13": { + "Dice": 0.8425383214166222, + "FN": 12787, + "FP": 12627, + "IoU": 0.7279189773676209, + "TN": 109515412, + "TP": 67992, + "n_pred": 80619, + "n_ref": 80779 + }, + "14": { + "Dice": 0.9265282763643932, + "FN": 7872, + "FP": 6250, + "IoU": 0.8631138165674738, + "TN": 109505652, + "TP": 89044, + "n_pred": 95294, + "n_ref": 96916 + }, + "15": { + "Dice": 0.943354400528252, + "FN": 3536, + "FP": 8474, + "IoU": 0.8927822166674106, + "TN": 109496803, + "TP": 100005, + "n_pred": 108479, + "n_ref": 103541 + }, + "2": { + "Dice": 0.9722469303137692, + "FN": 7477, + "FP": 4317, + "IoU": 0.9459927282052222, + "TN": 109390440, + "TP": 206584, + "n_pred": 210901, + "n_ref": 214061 + }, + "3": { + "Dice": 0.976164289114697, + "FN": 7827, + "FP": 3789, + "IoU": 0.9534384069008642, + "TN": 109359342, + "TP": 237860, + "n_pred": 241649, + "n_ref": 245687 + }, + "4": { + "Dice": 0.6535228645605737, + "FN": 24866, + "FP": 2092, + "IoU": 0.4853575655759612, + "TN": 109556436, + "TP": 25424, + "n_pred": 27516, + "n_ref": 50290 + }, + "5": { + "Dice": 0.833438542699973, + "FN": 1310, + "FP": 2384, + "IoU": 0.7144403215831787, + "TN": 109595882, + "TP": 9242, + "n_pred": 11626, + "n_ref": 10552 + }, + "6": { + "Dice": 0.9705450231004941, + "FN": 35316, + "FP": 38441, + "IoU": 0.9427755898791845, + "TN": 108319910, + "TP": 1215151, + "n_pred": 1253592, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.9102942969652195, + "FN": 182684, + "FP": 17420, + "IoU": 0.8353579268513429, + "TN": 108393430, + "TP": 1015284, + "n_pred": 1032704, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9665191552525325, + "FN": 2165, + "FP": 3880, + "IoU": 0.9352076143111321, + "TN": 109515520, + "TP": 87253, + "n_pred": 91133, + "n_ref": 89418 + }, + "9": { + "Dice": 0.8309918481627394, + "FN": 4894, + "FP": 15569, + "IoU": 0.7108520559559135, + "TN": 109538048, + "TP": 50307, + "n_pred": 65876, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9545750814740537, + "FN": 1659, + "FP": 3777, + "IoU": 0.9130976931562036, + "TN": 67004799, + "TP": 57117, + "n_pred": 60894, + "n_ref": 58776 + }, + "10": { + "Dice": 0.8386539776991174, + "FN": 15655, + "FP": 8640, + "IoU": 0.7221396221236104, + "TN": 66979916, + "TP": 63141, + "n_pred": 71781, + "n_ref": 78796 + }, + "11": { + "Dice": 0.7549001978061499, + "FN": 1027, + "FP": 336, + "IoU": 0.6062969381860196, + "TN": 67063890, + "TP": 2099, + "n_pred": 2435, + "n_ref": 3126 + }, + "12": { + "Dice": 0.817398919865713, + "FN": 511, + "FP": 740, + "IoU": 0.6911873611453963, + "TN": 67063301, + "TP": 2800, + "n_pred": 3540, + "n_ref": 3311 + }, + "13": { + "Dice": 0.6755339781528797, + "FN": 11217, + "FP": 14714, + "IoU": 0.5100425129900803, + "TN": 67014427, + "TP": 26994, + "n_pred": 41708, + "n_ref": 38211 + }, + "14": { + "Dice": 0.9046223601924427, + "FN": 5247, + "FP": 9562, + "IoU": 0.8258543239492933, + "TN": 66982314, + "TP": 70229, + "n_pred": 79791, + "n_ref": 75476 + }, + "15": { + "Dice": 0.731491217485736, + "FN": 10144, + "FP": 5433, + "IoU": 0.5766544367441229, + "TN": 67030557, + "TP": 21218, + "n_pred": 26651, + "n_ref": 31362 + }, + "2": { + "Dice": 0.9792075831969449, + "FN": 2447, + "FP": 3651, + "IoU": 0.9592622036355377, + "TN": 66917663, + "TP": 143591, + "n_pred": 147242, + "n_ref": 146038 + }, + "3": { + "Dice": 0.982101113881858, + "FN": 3032, + "FP": 2703, + "IoU": 0.9648317011399803, + "TN": 66904279, + "TP": 157338, + "n_pred": 160041, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 0, + "IoU": 0.0, + "TN": 67054313, + "TP": 0, + "n_pred": 0, + "n_ref": 13039 + }, + "5": { + "Dice": 0.8728803367408299, + "FN": 1663, + "FP": 451, + "IoU": 0.7744344857020914, + "TN": 67057980, + "TP": 7258, + "n_pred": 7709, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9778138188267336, + "FN": 29005, + "FP": 18682, + "IoU": 0.9565907237215806, + "TN": 65968808, + "TP": 1050857, + "n_pred": 1069539, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.9516640732186463, + "FN": 20744, + "FP": 12866, + "IoU": 0.9077854234572372, + "TN": 66702876, + "TP": 330866, + "n_pred": 343732, + "n_ref": 351610 + }, + "8": { + "Dice": 0.9718574108818011, + "FN": 3870, + "FP": 870, + "IoU": 0.9452554744525548, + "TN": 66980768, + "TP": 81844, + "n_pred": 82714, + "n_ref": 85714 + }, + "9": { + "Dice": 0.9138320595607028, + "FN": 3330, + "FP": 10628, + "IoU": 0.8413358795980539, + "TN": 66979380, + "TP": 74014, + "n_pred": 84642, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9614559045109807, + "FN": 8887, + "FP": 4850, + "IoU": 0.9257728282189693, + "TN": 74334213, + "TP": 171330, + "n_pred": 176180, + "n_ref": 180217 + }, + "10": { + "Dice": 0.8434213923070304, + "FN": 7142, + "FP": 11054, + "IoU": 0.7292382780530631, + "TN": 74452077, + "TP": 49007, + "n_pred": 60061, + "n_ref": 56149 + }, + "11": { + "Dice": 0.7618722241202597, + "FN": 1157, + "FP": 237, + "IoU": 0.6153421633554084, + "TN": 74515656, + "TP": 2230, + "n_pred": 2467, + "n_ref": 3387 + }, + "12": { + "Dice": 0.8135742617893346, + "FN": 355, + "FP": 491, + "IoU": 0.6857355126300149, + "TN": 74516588, + "TP": 1846, + "n_pred": 2337, + "n_ref": 2201 + }, + "13": { + "Dice": 0.6886641941031432, + "FN": 9653, + "FP": 20399, + "IoU": 0.5251623504874465, + "TN": 74455991, + "TP": 33237, + "n_pred": 53636, + "n_ref": 42890 + }, + "14": { + "Dice": 0.8342494232905192, + "FN": 2632, + "FP": 9008, + "IoU": 0.7156328634598002, + "TN": 74478347, + "TP": 29293, + "n_pred": 38301, + "n_ref": 31925 + }, + "15": { + "Dice": 0.8785529715762274, + "FN": 5369, + "FP": 1540, + "IoU": 0.783410138248848, + "TN": 74487381, + "TP": 24990, + "n_pred": 26530, + "n_ref": 30359 + }, + "2": { + "Dice": 0.9801639871269046, + "FN": 2180, + "FP": 3435, + "IoU": 0.9610996030288964, + "TN": 74374937, + "TP": 138728, + "n_pred": 142163, + "n_ref": 140908 + }, + "3": { + "Dice": 0.9814647159458859, + "FN": 3327, + "FP": 2426, + "IoU": 0.9636040413242486, + "TN": 74361213, + "TP": 152314, + "n_pred": 154740, + "n_ref": 155641 + }, + "4": { + "Dice": 0.888276296617178, + "FN": 2000, + "FP": 837, + "IoU": 0.7990081473609635, + "TN": 74505165, + "TP": 11278, + "n_pred": 12115, + "n_ref": 13278 + }, + "5": { + "Dice": 0.749507626070627, + "FN": 1972, + "FP": 3497, + "IoU": 0.5993700095231118, + "TN": 74505629, + "TP": 8182, + "n_pred": 11679, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9826121232671062, + "FN": 36704, + "FP": 18833, + "IoU": 0.9658185887004453, + "TN": 72894508, + "TP": 1569235, + "n_pred": 1588068, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.8784357177774157, + "FN": 32417, + "FP": 4885, + "IoU": 0.7832236918570864, + "TN": 74347204, + "TP": 134774, + "n_pred": 139659, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9680542259827687, + "FN": 1682, + "FP": 2456, + "IoU": 0.9380863320116706, + "TN": 74452445, + "TP": 62697, + "n_pred": 65153, + "n_ref": 64379 + }, + "9": { + "Dice": 0.9456358780635905, + "FN": 4868, + "FP": 5249, + "IoU": 0.8968778986208935, + "TN": 74421173, + "TP": 87990, + "n_pred": 93239, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.967395223698444, + "FN": 3903, + "FP": 14905, + "IoU": 0.9368494567334166, + "TN": 65753352, + "TP": 279020, + "n_pred": 293925, + "n_ref": 282923 + }, + "10": { + "Dice": 0.8685389170846329, + "FN": 10716, + "FP": 11327, + "IoU": 0.7676259751212313, + "TN": 65956320, + "TP": 72817, + "n_pred": 84144, + "n_ref": 83533 + }, + "11": { + "Dice": 0.7780843515963737, + "FN": 676, + "FP": 1013, + "IoU": 0.636774193548387, + "TN": 66046530, + "TP": 2961, + "n_pred": 3974, + "n_ref": 3637 + }, + "12": { + "Dice": 0.8400697416389286, + "FN": 376, + "FP": 633, + "IoU": 0.7242415960644984, + "TN": 66047521, + "TP": 2650, + "n_pred": 3283, + "n_ref": 3026 + }, + "13": { + "Dice": 0.8441298454995642, + "FN": 3562, + "FP": 12711, + "IoU": 0.7302981586754396, + "TN": 65990843, + "TP": 44064, + "n_pred": 56775, + "n_ref": 47626 + }, + "14": { + "Dice": 0.9686605781258032, + "FN": 2137, + "FP": 1521, + "IoU": 0.9392257850141219, + "TN": 65990990, + "TP": 56532, + "n_pred": 58053, + "n_ref": 58669 + }, + "15": { + "Dice": 0.892268169387586, + "FN": 3062, + "FP": 2138, + "IoU": 0.8054911348844168, + "TN": 66024446, + "TP": 21534, + "n_pred": 23672, + "n_ref": 24596 + }, + "2": { + "Dice": 0.9701921517615925, + "FN": 3357, + "FP": 5282, + "IoU": 0.9421098833352319, + "TN": 65901949, + "TP": 140592, + "n_pred": 145874, + "n_ref": 143949 + }, + "3": { + "Dice": 0.9724204742166531, + "FN": 3751, + "FP": 4932, + "IoU": 0.9463213793359256, + "TN": 65889421, + "TP": 153076, + "n_pred": 158008, + "n_ref": 156827 + }, + "4": { + "Dice": 0.8917772565148935, + "FN": 1775, + "FP": 4961, + "IoU": 0.8046913508654934, + "TN": 66016691, + "TP": 27753, + "n_pred": 32714, + "n_ref": 29528 + }, + "5": { + "Dice": 0.9374321523734334, + "FN": 480, + "FP": 788, + "IoU": 0.8822327482121296, + "TN": 66040413, + "TP": 9499, + "n_pred": 10287, + "n_ref": 9979 + }, + "6": { + "Dice": 0.9822828299259465, + "FN": 21076, + "FP": 15084, + "IoU": 0.9651825269435824, + "TN": 65012621, + "TP": 1002399, + "n_pred": 1017483, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.964275172247894, + "FN": 58570, + "FP": 9448, + "IoU": 0.9310148278869754, + "TN": 65065200, + "TP": 917962, + "n_pred": 927410, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9702163716144652, + "FN": 1146, + "FP": 3775, + "IoU": 0.9421555605186134, + "TN": 65966107, + "TP": 80152, + "n_pred": 83927, + "n_ref": 81298 + }, + "9": { + "Dice": 0.9368182462105114, + "FN": 3955, + "FP": 4965, + "IoU": 0.8811459027315123, + "TN": 65976130, + "TP": 66130, + "n_pred": 71095, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9859500278782227, + "FN": 2455, + "FP": 1854, + "IoU": 0.9722893890675242, + "TN": 113317040, + "TP": 151191, + "n_pred": 153045, + "n_ref": 153646 + }, + "10": { + "Dice": 0.9216432618871643, + "FN": 5747, + "FP": 6975, + "IoU": 0.8546738099861779, + "TN": 113384999, + "TP": 74819, + "n_pred": 81794, + "n_ref": 80566 + }, + "11": { + "Dice": 0.7082125603864734, + "FN": 1031, + "FP": 781, + "IoU": 0.5482423335826477, + "TN": 113468529, + "TP": 2199, + "n_pred": 2980, + "n_ref": 3230 + }, + "12": { + "Dice": 0.9049172102358254, + "FN": 476, + "FP": 282, + "IoU": 0.8263459335624284, + "TN": 113468175, + "TP": 3607, + "n_pred": 3889, + "n_ref": 4083 + }, + "13": { + "Dice": 0.8230623454212572, + "FN": 12815, + "FP": 14728, + "IoU": 0.6993253569713113, + "TN": 113380936, + "TP": 64061, + "n_pred": 78789, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9835548324311173, + "FN": 4865, + "FP": 3787, + "IoU": 0.9676418008691684, + "TN": 113205158, + "TP": 258730, + "n_pred": 262517, + "n_ref": 263595 + }, + "15": { + "Dice": 0.8975971101305471, + "FN": 2253, + "FP": 2226, + "IoU": 0.8142187564809822, + "TN": 113448431, + "TP": 19630, + "n_pred": 21856, + "n_ref": 21883 + }, + "2": { + "Dice": 0.9765361001380229, + "FN": 3980, + "FP": 1936, + "IoU": 0.9541480654761905, + "TN": 113343516, + "TP": 123108, + "n_pred": 125044, + "n_ref": 127088 + }, + "3": { + "Dice": 0.9812361938898846, + "FN": 2586, + "FP": 1916, + "IoU": 0.9631635792367611, + "TN": 113350324, + "TP": 117714, + "n_pred": 119630, + "n_ref": 120300 + }, + "4": { + "Dice": 0.9100789469711836, + "FN": 947, + "FP": 5010, + "IoU": 0.8349952911196056, + "TN": 113436438, + "TP": 30145, + "n_pred": 35155, + "n_ref": 31092 + }, + "5": { + "Dice": 0.8087439641631275, + "FN": 5023, + "FP": 8127, + "IoU": 0.678900202671355, + "TN": 113431587, + "TP": 27803, + "n_pred": 35930, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9744472201667578, + "FN": 22962, + "FP": 35812, + "IoU": 0.9501677917787963, + "TN": 112293102, + "TP": 1120664, + "n_pred": 1156476, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.9483069956735353, + "FN": 11111, + "FP": 11447, + "IoU": 0.9016956391003657, + "TN": 113243069, + "TP": 206913, + "n_pred": 218360, + "n_ref": 218024 + }, + "8": { + "Dice": 0.9676813540787581, + "FN": 11044, + "FP": 2551, + "IoU": 0.9373862982153137, + "TN": 113255415, + "TP": 203530, + "n_pred": 206081, + "n_ref": 214574 + }, + "9": { + "Dice": 0.9312812011737358, + "FN": 8488, + "FP": 5938, + "IoU": 0.8713996630325289, + "TN": 113360363, + "TP": 97751, + "n_pred": 103689, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.96711044557274, + "FN": 3188, + "FP": 5246, + "IoU": 0.9363154476947008, + "TN": 75064294, + "TP": 124000, + "n_pred": 129246, + "n_ref": 127188 + }, + "10": { + "Dice": 0.9219992228278564, + "FN": 12265, + "FP": 2589, + "IoU": 0.8552862320252523, + "TN": 75094084, + "TP": 87790, + "n_pred": 90379, + "n_ref": 100055 + }, + "11": { + "Dice": 0.772197018794556, + "FN": 1161, + "FP": 245, + "IoU": 0.6289258379519662, + "TN": 75192939, + "TP": 2383, + "n_pred": 2628, + "n_ref": 3544 + }, + "12": { + "Dice": 0.717609101715062, + "FN": 993, + "FP": 670, + "IoU": 0.5595868644067796, + "TN": 75192952, + "TP": 2113, + "n_pred": 2783, + "n_ref": 3106 + }, + "13": { + "Dice": 0.8672138460165938, + "FN": 6657, + "FP": 8227, + "IoU": 0.7655583032746861, + "TN": 75133241, + "TP": 48603, + "n_pred": 56830, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9590881575644831, + "FN": 3136, + "FP": 7948, + "IoU": 0.9213923009276332, + "TN": 75055724, + "TP": 129920, + "n_pred": 137868, + "n_ref": 133056 + }, + "15": { + "Dice": 0.8861216280170374, + "FN": 13896, + "FP": 1504, + "IoU": 0.7955281746242499, + "TN": 75121412, + "TP": 59916, + "n_pred": 61420, + "n_ref": 73812 + }, + "2": { + "Dice": 0.9623145729758075, + "FN": 3173, + "FP": 8038, + "IoU": 0.9273663751214771, + "TN": 75042378, + "TP": 143139, + "n_pred": 151177, + "n_ref": 146312 + }, + "3": { + "Dice": 0.9659309820756038, + "FN": 2607, + "FP": 7615, + "IoU": 0.9341068781022368, + "TN": 75041598, + "TP": 144908, + "n_pred": 152523, + "n_ref": 147515 + }, + "4": { + "Dice": 0.9406184329030322, + "FN": 1464, + "FP": 1503, + "IoU": 0.8878939016096123, + "TN": 75170262, + "TP": 23499, + "n_pred": 25002, + "n_ref": 24963 + }, + "5": { + "Dice": 0.9174323634507402, + "FN": 512, + "FP": 782, + "IoU": 0.8474596251326182, + "TN": 75188245, + "TP": 7189, + "n_pred": 7971, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9851400249180438, + "FN": 25803, + "FP": 11326, + "IoU": 0.9707152209234458, + "TN": 73928868, + "TP": 1230731, + "n_pred": 1242057, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.9604411956053929, + "FN": 7877, + "FP": 3980, + "IoU": 0.9238930895926672, + "TN": 75040934, + "TP": 143937, + "n_pred": 147917, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9633783832573141, + "FN": 4689, + "FP": 1397, + "IoU": 0.9293442927463545, + "TN": 75110592, + "TP": 80050, + "n_pred": 81447, + "n_ref": 84739 + }, + "9": { + "Dice": 0.9164107382719631, + "FN": 4574, + "FP": 8681, + "IoU": 0.8457178108340899, + "TN": 75110814, + "TP": 72659, + "n_pred": 81340, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9822750812595403, + "FN": 4458, + "FP": 3171, + "IoU": 0.9651675646059721, + "TN": 86708852, + "TP": 211391, + "n_pred": 214562, + "n_ref": 215849 + }, + "10": { + "Dice": 0.7571581123191348, + "FN": 8205, + "FP": 30682, + "IoU": 0.6092151542558537, + "TN": 86828362, + "TP": 60623, + "n_pred": 91305, + "n_ref": 68828 + }, + "11": { + "Dice": 0.6956729619890031, + "FN": 1135, + "FP": 138, + "IoU": 0.533357771260997, + "TN": 86925144, + "TP": 1455, + "n_pred": 1593, + "n_ref": 2590 + }, + "12": { + "Dice": 0.8171508157580581, + "FN": 808, + "FP": 1030, + "IoU": 0.6908326324642556, + "TN": 86921927, + "TP": 4107, + "n_pred": 5137, + "n_ref": 4915 + }, + "13": { + "Dice": 0.694779212688981, + "FN": 11864, + "FP": 26353, + "IoU": 0.5323078052720464, + "TN": 86846158, + "TP": 43497, + "n_pred": 69850, + "n_ref": 55361 + }, + "14": { + "Dice": 0.9229014934157287, + "FN": 8008, + "FP": 4568, + "IoU": 0.8568403797554812, + "TN": 86840026, + "TP": 75270, + "n_pred": 79838, + "n_ref": 83278 + }, + "15": { + "Dice": 0.9480831434412454, + "FN": 8918, + "FP": 7919, + "IoU": 0.9012909504490773, + "TN": 86757300, + "TP": 153735, + "n_pred": 161654, + "n_ref": 162653 + }, + "2": { + "Dice": 0.9621085851961564, + "FN": 5020, + "FP": 4369, + "IoU": 0.926983855414191, + "TN": 86799284, + "TP": 119199, + "n_pred": 123568, + "n_ref": 124219 + }, + "3": { + "Dice": 0.9696859802860778, + "FN": 7244, + "FP": 2954, + "IoU": 0.9411557658463403, + "TN": 86754567, + "TP": 163107, + "n_pred": 166061, + "n_ref": 170351 + }, + "4": { + "Dice": 0.9106327072944971, + "FN": 1273, + "FP": 1720, + "IoU": 0.8359280780616161, + "TN": 86909630, + "TP": 15249, + "n_pred": 16969, + "n_ref": 16522 + }, + "5": { + "Dice": 0.8987670888199278, + "FN": 115, + "FP": 1092, + "IoU": 0.8161462300076161, + "TN": 86921307, + "TP": 5358, + "n_pred": 6450, + "n_ref": 5473 + }, + "6": { + "Dice": 0.9770249932506229, + "FN": 21685, + "FP": 32524, + "IoU": 0.9550819783517823, + "TN": 85721029, + "TP": 1152634, + "n_pred": 1185158, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.9619921884915885, + "FN": 56844, + "FP": 19517, + "IoU": 0.9267677736390454, + "TN": 85885148, + "TP": 966363, + "n_pred": 985880, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9576399948743295, + "FN": 2075, + "FP": 2553, + "IoU": 0.9187228886039936, + "TN": 86870931, + "TP": 52313, + "n_pred": 54866, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8841863761844363, + "FN": 3357, + "FP": 9061, + "IoU": 0.7924140352050283, + "TN": 86868051, + "TP": 47403, + "n_pred": 56464, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9444008000846886, + "FN": 3712, + "FP": 6267, + "IoU": 0.8946585031141138, + "TN": 37654870, + "TP": 84751, + "n_pred": 91018, + "n_ref": 88463 + }, + "10": { + "Dice": 0.8929390249342076, + "FN": 9197, + "FP": 2804, + "IoU": 0.8065852243424445, + "TN": 37687552, + "TP": 50047, + "n_pred": 52851, + "n_ref": 59244 + }, + "11": { + "Dice": 0.8377243222604047, + "FN": 394, + "FP": 456, + "IoU": 0.7207621550591328, + "TN": 37746556, + "TP": 2194, + "n_pred": 2650, + "n_ref": 2588 + }, + "12": { + "Dice": 0.8597910347152006, + "FN": 366, + "FP": 466, + "IoU": 0.7540644398462902, + "TN": 37746217, + "TP": 2551, + "n_pred": 3017, + "n_ref": 2917 + }, + "13": { + "Dice": 0.8451232466884905, + "FN": 5902, + "FP": 8386, + "IoU": 0.7317865255016801, + "TN": 37696329, + "TP": 38983, + "n_pred": 47369, + "n_ref": 44885 + }, + "14": { + "Dice": 0.9075405054780641, + "FN": 4435, + "FP": 15093, + "IoU": 0.8307314916743956, + "TN": 37634233, + "TP": 95839, + "n_pred": 110932, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2309, + "IoU": 0.0, + "TN": 37747291, + "TP": 0, + "n_pred": 2309, + "n_ref": 0 + }, + "2": { + "Dice": 0.9465974977113213, + "FN": 7172, + "FP": 3328, + "IoU": 0.8986095017381228, + "TN": 37646040, + "TP": 93060, + "n_pred": 96388, + "n_ref": 100232 + }, + "3": { + "Dice": 0.9594407026485847, + "FN": 4368, + "FP": 2762, + "IoU": 0.9220432752758007, + "TN": 37658139, + "TP": 84331, + "n_pred": 87093, + "n_ref": 88699 + }, + "4": { + "Dice": 0.7580893682588598, + "FN": 4314, + "FP": 396, + "IoU": 0.6104218362282878, + "TN": 37737510, + "TP": 7380, + "n_pred": 7776, + "n_ref": 11694 + }, + "5": { + "Dice": 0.8644938271604938, + "FN": 1296, + "FP": 1448, + "IoU": 0.7613290423588762, + "TN": 37738103, + "TP": 8753, + "n_pred": 10201, + "n_ref": 10049 + }, + "6": { + "Dice": 0.9701403695440293, + "FN": 36805, + "FP": 6637, + "IoU": 0.9420122323995739, + "TN": 37000442, + "TP": 705716, + "n_pred": 712353, + "n_ref": 742521 + }, + "7": { + "Dice": 0.9526746244567297, + "FN": 25368, + "FP": 6417, + "IoU": 0.9096262219012471, + "TN": 37397894, + "TP": 319921, + "n_pred": 326338, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9503086654980566, + "FN": 3272, + "FP": 4552, + "IoU": 0.9053220068249473, + "TN": 37666962, + "TP": 74814, + "n_pred": 79366, + "n_ref": 78086 + }, + "9": { + "Dice": 0.9439887887744011, + "FN": 2230, + "FP": 4005, + "IoU": 0.8939192867837212, + "TN": 37690824, + "TP": 52541, + "n_pred": 56546, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9800135037033653, + "FN": 4979, + "FP": 2895, + "IoU": 0.9608102727453713, + "TN": 75705768, + "TP": 193046, + "n_pred": 195941, + "n_ref": 198025 + }, + "10": { + "Dice": 0.9335651332326677, + "FN": 9934, + "FP": 4893, + "IoU": 0.8754075493260731, + "TN": 75787684, + "TP": 104177, + "n_pred": 109070, + "n_ref": 114111 + }, + "11": { + "Dice": 0.7429437835316072, + "FN": 1157, + "FP": 1047, + "IoU": 0.5910187418816107, + "TN": 75901299, + "TP": 3185, + "n_pred": 4232, + "n_ref": 4342 + }, + "12": { + "Dice": 0.9113730626500764, + "FN": 409, + "FP": 403, + "IoU": 0.8371766593142169, + "TN": 75901701, + "TP": 4175, + "n_pred": 4578, + "n_ref": 4584 + }, + "13": { + "Dice": 0.875512788047607, + "FN": 6927, + "FP": 2905, + "IoU": 0.7785884790343647, + "TN": 75862282, + "TP": 34574, + "n_pred": 37479, + "n_ref": 41501 + }, + "14": { + "Dice": 0.9449237564086144, + "FN": 1945, + "FP": 12246, + "IoU": 0.8955976045789621, + "TN": 75770762, + "TP": 121735, + "n_pred": 133981, + "n_ref": 123680 + }, + "15": { + "Dice": 0.9035023260515037, + "FN": 21896, + "FP": 13429, + "IoU": 0.823989277421798, + "TN": 75705990, + "TP": 165373, + "n_pred": 178802, + "n_ref": 187269 + }, + "2": { + "Dice": 0.9659595205507859, + "FN": 6391, + "FP": 6741, + "IoU": 0.9341602575029831, + "TN": 75707234, + "TP": 186322, + "n_pred": 193063, + "n_ref": 192713 + }, + "3": { + "Dice": 0.9732815729450908, + "FN": 5661, + "FP": 7822, + "IoU": 0.9479537400890921, + "TN": 75647630, + "TP": 245575, + "n_pred": 253397, + "n_ref": 251236 + }, + "4": { + "Dice": 0.9333333333333333, + "FN": 1841, + "FP": 2207, + "IoU": 0.875, + "TN": 75874304, + "TP": 28336, + "n_pred": 30543, + "n_ref": 30177 + }, + "5": { + "Dice": 0.9181652859163467, + "FN": 541, + "FP": 1079, + "IoU": 0.8487112439297722, + "TN": 75895980, + "TP": 9088, + "n_pred": 10167, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9814671791856621, + "FN": 46016, + "FP": 16710, + "IoU": 0.9636087901428242, + "TN": 74183030, + "TP": 1660932, + "n_pred": 1677642, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.9607151336458454, + "FN": 12737, + "FP": 8608, + "IoU": 0.9244001955075759, + "TN": 75624346, + "TP": 260997, + "n_pred": 269605, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9691341963182203, + "FN": 2356, + "FP": 3338, + "IoU": 0.9401167376557816, + "TN": 75811603, + "TP": 89391, + "n_pred": 92729, + "n_ref": 91747 + }, + "9": { + "Dice": 0.9255333123160993, + "FN": 7287, + "FP": 4051, + "IoU": 0.8613885594826216, + "TN": 75824891, + "TP": 70459, + "n_pred": 74510, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9815838909175338, + "FN": 2039, + "FP": 1451, + "IoU": 0.9638338221121462, + "TN": 61291251, + "TP": 93009, + "n_pred": 94460, + "n_ref": 95048 + }, + "10": { + "Dice": 0.9331443204682641, + "FN": 6632, + "FP": 3602, + "IoU": 0.8746678096870981, + "TN": 61306095, + "TP": 71421, + "n_pred": 75023, + "n_ref": 78053 + }, + "11": { + "Dice": 0.8940861015939222, + "FN": 341, + "FP": 370, + "IoU": 0.8084590517241379, + "TN": 61384038, + "TP": 3001, + "n_pred": 3371, + "n_ref": 3342 + }, + "12": { + "Dice": 0.8818210165263486, + "FN": 541, + "FP": 217, + "IoU": 0.788622420524261, + "TN": 61384164, + "TP": 2828, + "n_pred": 3045, + "n_ref": 3369 + }, + "13": { + "Dice": 0.9052685883794416, + "FN": 4360, + "FP": 2985, + "IoU": 0.8269321394910462, + "TN": 61345310, + "TP": 35095, + "n_pred": 38080, + "n_ref": 39455 + }, + "14": { + "Dice": 0.9398883545301153, + "FN": 3237, + "FP": 4850, + "IoU": 0.8865937456177254, + "TN": 61316440, + "TP": 63223, + "n_pred": 68073, + "n_ref": 66460 + }, + "15": { + "Dice": 0.9346369769306977, + "FN": 3108, + "FP": 2434, + "IoU": 0.8772943651057235, + "TN": 61342585, + "TP": 39623, + "n_pred": 42057, + "n_ref": 42731 + }, + "2": { + "Dice": 0.9776702007977364, + "FN": 4113, + "FP": 1782, + "IoU": 0.9563158596772042, + "TN": 61252804, + "TP": 129051, + "n_pred": 130833, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9811694597944047, + "FN": 3383, + "FP": 1616, + "IoU": 0.9630349906829543, + "TN": 61252514, + "TP": 130237, + "n_pred": 131853, + "n_ref": 133620 + }, + "4": { + "Dice": 0.8968197879858657, + "FN": 2479, + "FP": 1317, + "IoU": 0.8129404228058936, + "TN": 61367457, + "TP": 16497, + "n_pred": 17814, + "n_ref": 18976 + }, + "5": { + "Dice": 0.8339095145047347, + "FN": 5503, + "FP": 3337, + "IoU": 0.7151327661768497, + "TN": 61356718, + "TP": 22192, + "n_pred": 25529, + "n_ref": 27695 + }, + "6": { + "Dice": 0.978505055274805, + "FN": 24898, + "FP": 17709, + "IoU": 0.957914731078816, + "TN": 60375353, + "TP": 969790, + "n_pred": 987499, + "n_ref": 994688 + }, + "7": { + "Dice": 0.9567589061196144, + "FN": 9299, + "FP": 6143, + "IoU": 0.9171023953445925, + "TN": 61201472, + "TP": 170836, + "n_pred": 176979, + "n_ref": 180135 + }, + "8": { + "Dice": 0.9727344643420734, + "FN": 8994, + "FP": 4310, + "IoU": 0.9469162846187301, + "TN": 61137127, + "TP": 237319, + "n_pred": 241629, + "n_ref": 246313 + }, + "9": { + "Dice": 0.956535387590329, + "FN": 3539, + "FP": 3384, + "IoU": 0.9166917365615336, + "TN": 61304649, + "TP": 76178, + "n_pred": 79562, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9801064889523753, + "FN": 3002, + "FP": 4407, + "IoU": 0.9609890428125378, + "TN": 39558879, + "TP": 182512, + "n_pred": 186919, + "n_ref": 185514 + }, + "10": { + "Dice": 0.907697071490903, + "FN": 3464, + "FP": 6373, + "IoU": 0.830993900867623, + "TN": 39690595, + "TP": 48368, + "n_pred": 54741, + "n_ref": 51832 + }, + "11": { + "Dice": 0.8573859768550034, + "FN": 512, + "FP": 326, + "IoU": 0.7503723562704796, + "TN": 39745443, + "TP": 2519, + "n_pred": 2845, + "n_ref": 3031 + }, + "12": { + "Dice": 0.8976124212684927, + "FN": 396, + "FP": 303, + "IoU": 0.8142439542917884, + "TN": 39745037, + "TP": 3064, + "n_pred": 3367, + "n_ref": 3460 + }, + "13": { + "Dice": 0.9123957779984756, + "FN": 4307, + "FP": 3279, + "IoU": 0.8389042259503079, + "TN": 39701710, + "TP": 39504, + "n_pred": 42783, + "n_ref": 43811 + }, + "14": { + "Dice": 0.6491190829972405, + "FN": 7340, + "FP": 20761, + "IoU": 0.48051539912005026, + "TN": 39694706, + "TP": 25993, + "n_pred": 46754, + "n_ref": 33333 + }, + "15": { + "Dice": 0.9507499161435622, + "FN": 2113, + "FP": 3026, + "IoU": 0.9061232691534836, + "TN": 39694058, + "TP": 49603, + "n_pred": 52629, + "n_ref": 51716 + }, + "2": { + "Dice": 0.9698980841164898, + "FN": 2981, + "FP": 4149, + "IoU": 0.9415554608347815, + "TN": 39626804, + "TP": 114866, + "n_pred": 119015, + "n_ref": 117847 + }, + "3": { + "Dice": 0.9697627400844384, + "FN": 3807, + "FP": 4329, + "IoU": 0.941300395370985, + "TN": 39610196, + "TP": 130468, + "n_pred": 134797, + "n_ref": 134275 + }, + "4": { + "Dice": 0.9355096684233191, + "FN": 962, + "FP": 2183, + "IoU": 0.8788334103868084, + "TN": 39722844, + "TP": 22811, + "n_pred": 24994, + "n_ref": 23773 + }, + "5": { + "Dice": 0.8791309669522643, + "FN": 778, + "FP": 802, + "IoU": 0.7843297843297843, + "TN": 39741474, + "TP": 5746, + "n_pred": 6548, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9811717941544008, + "FN": 14423, + "FP": 20638, + "IoU": 0.9630394884288225, + "TN": 38800193, + "TP": 913546, + "n_pred": 934184, + "n_ref": 927969 + }, + "7": { + "Dice": 0.978182893556942, + "FN": 14307, + "FP": 17711, + "IoU": 0.957297433551483, + "TN": 38999009, + "TP": 717773, + "n_pred": 735484, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9613467986018405, + "FN": 2366, + "FP": 1427, + "IoU": 0.925570534330174, + "TN": 39697839, + "TP": 47168, + "n_pred": 48595, + "n_ref": 49534 + }, + "9": { + "Dice": 0.9299578255702868, + "FN": 1718, + "FP": 4294, + "IoU": 0.8690852078479193, + "TN": 39702877, + "TP": 39911, + "n_pred": 44205, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9759522883443537, + "FN": 2862, + "FP": 1775, + "IoU": 0.9530340014787655, + "TN": 101297877, + "TP": 94094, + "n_pred": 95869, + "n_ref": 96956 + }, + "10": { + "Dice": 0.9118124569516874, + "FN": 8257, + "FP": 6083, + "IoU": 0.8379184845265276, + "TN": 101308134, + "TP": 74134, + "n_pred": 80217, + "n_ref": 82391 + }, + "11": { + "Dice": 0.7873487236855486, + "FN": 1658, + "FP": 433, + "IoU": 0.6492787655149279, + "TN": 101390646, + "TP": 3871, + "n_pred": 4304, + "n_ref": 5529 + }, + "12": { + "Dice": 0.8573041106198852, + "FN": 668, + "FP": 849, + "IoU": 0.7502469542311492, + "TN": 101390534, + "TP": 4557, + "n_pred": 5406, + "n_ref": 5225 + }, + "13": { + "Dice": 0.9454437250536123, + "FN": 3874, + "FP": 1443, + "IoU": 0.8965322643418697, + "TN": 101345220, + "TP": 46071, + "n_pred": 47514, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9865391629433756, + "FN": 2451, + "FP": 2273, + "IoU": 0.9734359008963416, + "TN": 101218774, + "TP": 173110, + "n_pred": 175383, + "n_ref": 175561 + }, + "15": { + "Dice": 0.9320137530155956, + "FN": 2342, + "FP": 1237, + "IoU": 0.8726832912383052, + "TN": 101368497, + "TP": 24532, + "n_pred": 25769, + "n_ref": 26874 + }, + "2": { + "Dice": 0.9801359685894296, + "FN": 4625, + "FP": 2554, + "IoU": 0.9610457260992007, + "TN": 101212315, + "TP": 177114, + "n_pred": 179668, + "n_ref": 181739 + }, + "3": { + "Dice": 0.9840246252229573, + "FN": 2221, + "FP": 3135, + "IoU": 0.9685516496292077, + "TN": 101226297, + "TP": 164955, + "n_pred": 168090, + "n_ref": 167176 + }, + "4": { + "Dice": 0.949925925925926, + "FN": 528, + "FP": 486, + "IoU": 0.904627539503386, + "TN": 101385976, + "TP": 9618, + "n_pred": 10104, + "n_ref": 10146 + }, + "5": { + "Dice": 0.8812701273573028, + "FN": 5267, + "FP": 3692, + "IoU": 0.787741660348749, + "TN": 101354400, + "TP": 33249, + "n_pred": 36941, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9855646676908456, + "FN": 32315, + "FP": 20361, + "IoU": 0.9715401625921382, + "TN": 99545719, + "TP": 1798213, + "n_pred": 1818574, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.9709734528767225, + "FN": 17322, + "FP": 9206, + "IoU": 0.9435844542506246, + "TN": 100926383, + "TP": 443697, + "n_pred": 452903, + "n_ref": 461019 + }, + "8": { + "Dice": 0.9716228970005539, + "FN": 4006, + "FP": 10697, + "IoU": 0.9448118731607711, + "TN": 101130192, + "TP": 251713, + "n_pred": 262410, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9563419328231683, + "FN": 3138, + "FP": 4484, + "IoU": 0.9163364543428866, + "TN": 101305505, + "TP": 83481, + "n_pred": 87965, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9705500236639167, + "FN": 7824, + "FP": 4870, + "IoU": 0.9427850269307912, + "TN": 73661639, + "TP": 209171, + "n_pred": 214041, + "n_ref": 216995 + }, + "10": { + "Dice": 0.3885894596554495, + "FN": 56014, + "FP": 6378, + "IoU": 0.24114863960884952, + "TN": 73801285, + "TP": 19827, + "n_pred": 26205, + "n_ref": 75841 + }, + "11": { + "Dice": 0.6866076413815108, + "FN": 1955, + "FP": 1974, + "IoU": 0.5227742013846715, + "TN": 73875271, + "TP": 4304, + "n_pred": 6278, + "n_ref": 6259 + }, + "12": { + "Dice": 0.6989155857963002, + "FN": 2254, + "FP": 578, + "IoU": 0.5371792776597484, + "TN": 73877385, + "TP": 3287, + "n_pred": 3865, + "n_ref": 5541 + }, + "13": { + "Dice": 0.019077298286023982, + "FN": 60535, + "FP": 11862, + "IoU": 0.009630511210516956, + "TN": 73810403, + "TP": 704, + "n_pred": 12566, + "n_ref": 61239 + }, + "14": { + "Dice": 0.9113476051283821, + "FN": 8699, + "FP": 9286, + "IoU": 0.8371336979751512, + "TN": 73773076, + "TP": 92443, + "n_pred": 101729, + "n_ref": 101142 + }, + "15": { + "Dice": 0.9324633709850896, + "FN": 13237, + "FP": 17029, + "IoU": 0.8734720155181351, + "TN": 73644300, + "TP": 208938, + "n_pred": 225967, + "n_ref": 222175 + }, + "2": { + "Dice": 0.8099877691092824, + "FN": 54627, + "FP": 9379, + "IoU": 0.6806549950356485, + "TN": 73683075, + "TP": 136423, + "n_pred": 145802, + "n_ref": 191050 + }, + "3": { + "Dice": 0.8370212981475362, + "FN": 14001, + "FP": 53576, + "IoU": 0.7197219491760919, + "TN": 73642397, + "TP": 173530, + "n_pred": 227106, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 0, + "IoU": 0.0, + "TN": 73835616, + "TP": 0, + "n_pred": 0, + "n_ref": 47888 + }, + "5": { + "Dice": 0.746410841271971, + "FN": 4002, + "FP": 3558, + "IoU": 0.5954190302900567, + "TN": 73864818, + "TP": 11126, + "n_pred": 14684, + "n_ref": 15128 + }, + "6": { + "Dice": 0.8154082003829273, + "FN": 400048, + "FP": 189119, + "IoU": 0.6883453022775554, + "TN": 71993056, + "TP": 1301281, + "n_pred": 1490400, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.35469762393963145, + "FN": 134361, + "FP": 4772, + "IoU": 0.21558202862925732, + "TN": 73706133, + "TP": 38238, + "n_pred": 43010, + "n_ref": 172599 + }, + "8": { + "Dice": 0.9103697278034371, + "FN": 1787, + "FP": 13505, + "IoU": 0.8354849814958258, + "TN": 73790552, + "TP": 77660, + "n_pred": 91165, + "n_ref": 79447 + }, + "9": { + "Dice": 0.8336184795552759, + "FN": 10029, + "FP": 21966, + "IoU": 0.71470480708356, + "TN": 73771357, + "TP": 80152, + "n_pred": 102118, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.971811417292504, + "FN": 4433, + "FP": 6178, + "IoU": 0.9451684580405126, + "TN": 69302256, + "TP": 182909, + "n_pred": 189087, + "n_ref": 187342 + }, + "10": { + "Dice": 0.8311007996264519, + "FN": 10516, + "FP": 12634, + "IoU": 0.7110115220892057, + "TN": 69415669, + "TP": 56957, + "n_pred": 69591, + "n_ref": 67473 + }, + "11": { + "Dice": 0.8022510142651486, + "FN": 396, + "FP": 1115, + "IoU": 0.669798951048951, + "TN": 69491200, + "TP": 3065, + "n_pred": 4180, + "n_ref": 3461 + }, + "12": { + "Dice": 0.8488937705946964, + "FN": 447, + "FP": 516, + "IoU": 0.7374591057797165, + "TN": 69492108, + "TP": 2705, + "n_pred": 3221, + "n_ref": 3152 + }, + "13": { + "Dice": 0.8643268926195755, + "FN": 9601, + "FP": 11815, + "IoU": 0.7610701415773209, + "TN": 69406143, + "TP": 68217, + "n_pred": 80032, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9650961771371499, + "FN": 5609, + "FP": 4910, + "IoU": 0.9325467312193402, + "TN": 69339831, + "TP": 145426, + "n_pred": 150336, + "n_ref": 151035 + }, + "15": { + "Dice": 0.9405292714740249, + "FN": 7828, + "FP": 3069, + "IoU": 0.8877350229227837, + "TN": 69398711, + "TP": 86168, + "n_pred": 89237, + "n_ref": 93996 + }, + "2": { + "Dice": 0.968539558425342, + "FN": 5102, + "FP": 4321, + "IoU": 0.9389982585728065, + "TN": 69341305, + "TP": 145048, + "n_pred": 149369, + "n_ref": 150150 + }, + "3": { + "Dice": 0.9714871363624419, + "FN": 6213, + "FP": 3552, + "IoU": 0.944555163779447, + "TN": 69319655, + "TP": 166356, + "n_pred": 169908, + "n_ref": 172569 + }, + "4": { + "Dice": 0.8989623900433018, + "FN": 4110, + "FP": 3310, + "IoU": 0.8164683766603181, + "TN": 69455347, + "TP": 33009, + "n_pred": 36319, + "n_ref": 37119 + }, + "5": { + "Dice": 0.9062087186261559, + "FN": 2286, + "FP": 1193, + "IoU": 0.8285024154589372, + "TN": 69475490, + "TP": 16807, + "n_pred": 18000, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9827235905479239, + "FN": 24258, + "FP": 25860, + "IoU": 0.9660339917616266, + "TN": 68020242, + "TP": 1425416, + "n_pred": 1451276, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.9669361333335486, + "FN": 13425, + "FP": 7062, + "IoU": 0.9359887268671127, + "TN": 69175723, + "TP": 299566, + "n_pred": 306628, + "n_ref": 312991 + }, + "8": { + "Dice": 0.9595123086441476, + "FN": 4163, + "FP": 2970, + "IoU": 0.9221755496154056, + "TN": 69404121, + "TP": 84522, + "n_pred": 87492, + "n_ref": 88685 + }, + "9": { + "Dice": 0.919150040471321, + "FN": 5990, + "FP": 7095, + "IoU": 0.8503955913290039, + "TN": 69408312, + "TP": 74379, + "n_pred": 81474, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9778491282242917, + "FN": 3538, + "FP": 5472, + "IoU": 0.9566583126085346, + "TN": 50625669, + "TP": 198873, + "n_pred": 204345, + "n_ref": 202411 + }, + "10": { + "Dice": 0.9184674074453377, + "FN": 4093, + "FP": 8645, + "IoU": 0.8492276735515181, + "TN": 50749067, + "TP": 71747, + "n_pred": 80392, + "n_ref": 75840 + }, + "11": { + "Dice": 0.8554913294797688, + "FN": 1253, + "FP": 597, + "IoU": 0.7474747474747475, + "TN": 50826226, + "TP": 5476, + "n_pred": 6073, + "n_ref": 6729 + }, + "12": { + "Dice": 0.9000394477317554, + "FN": 595, + "FP": 672, + "IoU": 0.818247023382585, + "TN": 50826581, + "TP": 5704, + "n_pred": 6376, + "n_ref": 6299 + }, + "13": { + "Dice": 0.8233393641767899, + "FN": 3666, + "FP": 15472, + "IoU": 0.699725425590335, + "TN": 50769817, + "TP": 44597, + "n_pred": 60069, + "n_ref": 48263 + }, + "14": { + "Dice": 0.6402839308539022, + "FN": 24939, + "FP": 4048, + "IoU": 0.4708953180615132, + "TN": 50778767, + "TP": 25798, + "n_pred": 29846, + "n_ref": 50737 + }, + "15": { + "Dice": 0.9084038470087876, + "FN": 4106, + "FP": 2075, + "IoU": 0.83217941408053, + "TN": 50796721, + "TP": 30650, + "n_pred": 32725, + "n_ref": 34756 + }, + "2": { + "Dice": 0.9751773382815803, + "FN": 4484, + "FP": 6084, + "IoU": 0.9515571568708344, + "TN": 50615398, + "TP": 207586, + "n_pred": 213670, + "n_ref": 212070 + }, + "3": { + "Dice": 0.9730992374644898, + "FN": 4632, + "FP": 6343, + "IoU": 0.9476078633555791, + "TN": 50624074, + "TP": 198503, + "n_pred": 204846, + "n_ref": 203135 + }, + "4": { + "Dice": 0.9480741565104096, + "FN": 501, + "FP": 1412, + "IoU": 0.9012747071270062, + "TN": 50814175, + "TP": 17464, + "n_pred": 18876, + "n_ref": 17965 + }, + "5": { + "Dice": 0.9096091523173636, + "FN": 1196, + "FP": 1119, + "IoU": 0.8342046838072048, + "TN": 50819589, + "TP": 11648, + "n_pred": 12767, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9872684587558433, + "FN": 26231, + "FP": 29740, + "IoU": 0.9748570263181183, + "TN": 48607443, + "TP": 2170138, + "n_pred": 2199878, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.9601339007340474, + "FN": 8946, + "FP": 9275, + "IoU": 0.9233245524705644, + "TN": 50595914, + "TP": 219417, + "n_pred": 228692, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9677752048103679, + "FN": 3458, + "FP": 3166, + "IoU": 0.9375624469789801, + "TN": 50727462, + "TP": 99466, + "n_pred": 102632, + "n_ref": 102924 + }, + "9": { + "Dice": 0.9579691229757346, + "FN": 3551, + "FP": 6239, + "IoU": 0.9193289221058529, + "TN": 50712195, + "TP": 111567, + "n_pred": 117806, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9793275111856691, + "FN": 5002, + "FP": 3735, + "IoU": 0.9594924149697711, + "TN": 76669172, + "TP": 206951, + "n_pred": 210686, + "n_ref": 211953 + }, + "10": { + "Dice": 0.8570494793645967, + "FN": 8578, + "FP": 10230, + "IoU": 0.7498570269587307, + "TN": 76809671, + "TP": 56381, + "n_pred": 66611, + "n_ref": 64959 + }, + "11": { + "Dice": 0.8346935509681549, + "FN": 266, + "FP": 767, + "IoU": 0.7162867344136227, + "TN": 76881219, + "TP": 2608, + "n_pred": 3375, + "n_ref": 2874 + }, + "12": { + "Dice": 0.8574626865671642, + "FN": 311, + "FP": 453, + "IoU": 0.7504898758981058, + "TN": 76881798, + "TP": 2298, + "n_pred": 2751, + "n_ref": 2609 + }, + "13": { + "Dice": 0.688971829734293, + "FN": 11771, + "FP": 16229, + "IoU": 0.525520233172914, + "TN": 76825848, + "TP": 31012, + "n_pred": 47241, + "n_ref": 42783 + }, + "14": { + "Dice": 0.9570594129579393, + "FN": 3189, + "FP": 3839, + "IoU": 0.9176547780850166, + "TN": 76799512, + "TP": 78320, + "n_pred": 82159, + "n_ref": 81509 + }, + "15": { + "Dice": 0.8611662203970644, + "FN": 8979, + "FP": 1028, + "IoU": 0.7561825402626514, + "TN": 76843817, + "TP": 31036, + "n_pred": 32064, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9610559965797681, + "FN": 4988, + "FP": 3028, + "IoU": 0.9250315641805004, + "TN": 76777935, + "TP": 98909, + "n_pred": 101937, + "n_ref": 103897 + }, + "3": { + "Dice": 0.9666789673650344, + "FN": 4415, + "FP": 1996, + "IoU": 0.9355069110516467, + "TN": 76785454, + "TP": 92995, + "n_pred": 94991, + "n_ref": 97410 + }, + "4": { + "Dice": 0.9588182632050134, + "FN": 1320, + "FP": 704, + "IoU": 0.9208942390369733, + "TN": 76859274, + "TP": 23562, + "n_pred": 24266, + "n_ref": 24882 + }, + "5": { + "Dice": 0.9383245596932476, + "FN": 1317, + "FP": 581, + "IoU": 0.8838148873653281, + "TN": 76868524, + "TP": 14438, + "n_pred": 15019, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9766318269092285, + "FN": 25738, + "FP": 27156, + "IoU": 0.9543308582282852, + "TN": 75726660, + "TP": 1105306, + "n_pred": 1132462, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.9370478862816441, + "FN": 9209, + "FP": 11207, + "IoU": 0.8815523053091441, + "TN": 76712497, + "TP": 151947, + "n_pred": 163154, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9664334402824487, + "FN": 2304, + "FP": 2906, + "IoU": 0.9350471251184361, + "TN": 76804648, + "TP": 75002, + "n_pred": 77908, + "n_ref": 77306 + }, + "9": { + "Dice": 0.9541061206516953, + "FN": 5096, + "FP": 3242, + "IoU": 0.9122398930627624, + "TN": 76789851, + "TP": 86671, + "n_pred": 89913, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9635218592556477, + "FN": 6002, + "FP": 2976, + "IoU": 0.9296113650440223, + "TN": 130872383, + "TP": 118571, + "n_pred": 121547, + "n_ref": 124573 + }, + "10": { + "Dice": 0.8661198270120805, + "FN": 6193, + "FP": 9688, + "IoU": 0.7638548125678428, + "TN": 130932681, + "TP": 51370, + "n_pred": 61058, + "n_ref": 57563 + }, + "11": { + "Dice": 0.7728684500551047, + "FN": 1711, + "FP": 556, + "IoU": 0.6298171129980406, + "TN": 130993808, + "TP": 3857, + "n_pred": 4413, + "n_ref": 5568 + }, + "12": { + "Dice": 0.8311556329849012, + "FN": 1577, + "FP": 749, + "IoU": 0.7110917898397715, + "TN": 130991881, + "TP": 5725, + "n_pred": 6474, + "n_ref": 7302 + }, + "13": { + "Dice": 0.7263180954130775, + "FN": 27026, + "FP": 11703, + "IoU": 0.5702507767421217, + "TN": 130909812, + "TP": 51391, + "n_pred": 63094, + "n_ref": 78417 + }, + "14": { + "Dice": 0.7509567073903307, + "FN": 374199, + "FP": 5142, + "IoU": 0.601225523433484, + "TN": 130048665, + "TP": 571926, + "n_pred": 577068, + "n_ref": 946125 + }, + "15": { + "Dice": 0.6309813463098135, + "FN": 11306, + "FP": 5074, + "IoU": 0.4609004739336493, + "TN": 130969548, + "TP": 14004, + "n_pred": 19078, + "n_ref": 25310 + }, + "2": { + "Dice": 0.9581967835188111, + "FN": 10532, + "FP": 7645, + "IoU": 0.919748344370861, + "TN": 130773432, + "TP": 208323, + "n_pred": 215968, + "n_ref": 218855 + }, + "3": { + "Dice": 0.9690886778587176, + "FN": 11388, + "FP": 5942, + "IoU": 0.9400310744922712, + "TN": 130710949, + "TP": 271653, + "n_pred": 277595, + "n_ref": 283041 + }, + "4": { + "Dice": 0.02972749793559042, + "FN": 2244, + "FP": 106, + "IoU": 0.015088013411567477, + "TN": 130997546, + "TP": 36, + "n_pred": 142, + "n_ref": 2280 + }, + "5": { + "Dice": 0.8200689670921921, + "FN": 5764, + "FP": 2115, + "IoU": 0.6950143222110398, + "TN": 130974098, + "TP": 17955, + "n_pred": 20070, + "n_ref": 23719 + }, + "6": { + "Dice": 0.9769890003303799, + "FN": 44696, + "FP": 22586, + "IoU": 0.9550131920828782, + "TN": 129504338, + "TP": 1428312, + "n_pred": 1450898, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.9223163482061444, + "FN": 23008, + "FP": 7492, + "IoU": 0.8558321792029646, + "TN": 130788373, + "TP": 181059, + "n_pred": 188551, + "n_ref": 204067 + }, + "8": { + "Dice": 0.961837737975952, + "FN": 3154, + "FP": 6596, + "IoU": 0.9264811226144067, + "TN": 130867313, + "TP": 122869, + "n_pred": 129465, + "n_ref": 126023 + }, + "9": { + "Dice": 0.8269316446028513, + "FN": 5248, + "FP": 16506, + "IoU": 0.704930484910139, + "TN": 130926207, + "TP": 51971, + "n_pred": 68477, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9666646405529554, + "FN": 1755, + "FP": 2084, + "IoU": 0.9354800759651098, + "TN": 74367197, + "TP": 55662, + "n_pred": 57746, + "n_ref": 57417 + }, + "10": { + "Dice": 0.883992993830388, + "FN": 11146, + "FP": 6604, + "IoU": 0.7921034446409538, + "TN": 74341319, + "TP": 67629, + "n_pred": 74233, + "n_ref": 78775 + }, + "11": { + "Dice": 0.8424756779134754, + "FN": 353, + "FP": 408, + "IoU": 0.7278254649499285, + "TN": 74423902, + "TP": 2035, + "n_pred": 2443, + "n_ref": 2388 + }, + "12": { + "Dice": 0.8007068525427057, + "FN": 418, + "FP": 597, + "IoU": 0.6676489849377865, + "TN": 74423644, + "TP": 2039, + "n_pred": 2636, + "n_ref": 2457 + }, + "13": { + "Dice": 0.5876330796628972, + "FN": 58039, + "FP": 5522, + "IoU": 0.4160626188573161, + "TN": 74317849, + "TP": 45288, + "n_pred": 50810, + "n_ref": 103327 + }, + "14": { + "Dice": 0.9373274283884455, + "FN": 15757, + "FP": 4989, + "IoU": 0.8820472584203225, + "TN": 74250814, + "TP": 155138, + "n_pred": 160127, + "n_ref": 170895 + }, + "15": { + "Dice": 0.8826549056467355, + "FN": 3906, + "FP": 963, + "IoU": 0.7899572926103274, + "TN": 74403517, + "TP": 18312, + "n_pred": 19275, + "n_ref": 22218 + }, + "2": { + "Dice": 0.9592029151695843, + "FN": 5827, + "FP": 3779, + "IoU": 0.9216041523846832, + "TN": 74304166, + "TP": 112926, + "n_pred": 116705, + "n_ref": 118753 + }, + "3": { + "Dice": 0.9646092513883288, + "FN": 6824, + "FP": 2302, + "IoU": 0.9316378890595154, + "TN": 74293203, + "TP": 124369, + "n_pred": 126671, + "n_ref": 131193 + }, + "4": { + "Dice": 0.7192541982219295, + "FN": 12985, + "FP": 657, + "IoU": 0.5615901275829932, + "TN": 74395581, + "TP": 17475, + "n_pred": 18132, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9773841740257045, + "FN": 16259, + "FP": 24064, + "IoU": 0.955768675978101, + "TN": 73515059, + "TP": 871316, + "n_pred": 895380, + "n_ref": 887575 + }, + "7": { + "Dice": 0.8882204443551325, + "FN": 9071, + "FP": 26529, + "IoU": 0.7989177709244134, + "TN": 74249656, + "TP": 141442, + "n_pred": 167971, + "n_ref": 150513 + }, + "8": { + "Dice": 0.9494270225759968, + "FN": 1724, + "FP": 2698, + "IoU": 0.9037230568256042, + "TN": 74380768, + "TP": 41508, + "n_pred": 44206, + "n_ref": 43232 + }, + "9": { + "Dice": 0.904580583291025, + "FN": 1701, + "FP": 5065, + "IoU": 0.82578468985761, + "TN": 74387861, + "TP": 32071, + "n_pred": 37136, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9785318238131451, + "FN": 3363, + "FP": 2650, + "IoU": 0.9579660400836065, + "TN": 106503637, + "TP": 137038, + "n_pred": 139688, + "n_ref": 140401 + }, + "10": { + "Dice": 0.9060741345442486, + "FN": 10550, + "FP": 7859, + "IoU": 0.828277457510121, + "TN": 106539486, + "TP": 88793, + "n_pred": 96652, + "n_ref": 99343 + }, + "11": { + "Dice": 0.6599394550958627, + "FN": 1708, + "FP": 1325, + "IoU": 0.4924698795180723, + "TN": 106640712, + "TP": 2943, + "n_pred": 4268, + "n_ref": 4651 + }, + "12": { + "Dice": 0.8565912851627138, + "FN": 811, + "FP": 749, + "IoU": 0.749155812831645, + "TN": 106640469, + "TP": 4659, + "n_pred": 5408, + "n_ref": 5470 + }, + "13": { + "Dice": 0.9160898786237336, + "FN": 4413, + "FP": 2279, + "IoU": 0.8451714404701309, + "TN": 106603466, + "TP": 36530, + "n_pred": 38809, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9652985206995637, + "FN": 2228, + "FP": 2663, + "IoU": 0.9329246550920212, + "TN": 106573770, + "TP": 68027, + "n_pred": 70690, + "n_ref": 70255 + }, + "15": { + "Dice": 0.9239189335645388, + "FN": 986, + "FP": 3226, + "IoU": 0.8585960318259643, + "TN": 106616901, + "TP": 25575, + "n_pred": 28801, + "n_ref": 26561 + }, + "2": { + "Dice": 0.970464627907409, + "FN": 3902, + "FP": 7223, + "IoU": 0.9426238808433387, + "TN": 106452792, + "TP": 182771, + "n_pred": 189994, + "n_ref": 186673 + }, + "3": { + "Dice": 0.9738313606035194, + "FN": 3591, + "FP": 4304, + "IoU": 0.9489973901134396, + "TN": 106491892, + "TP": 146901, + "n_pred": 151205, + "n_ref": 150492 + }, + "4": { + "Dice": 0.903676947300176, + "FN": 326, + "FP": 1754, + "IoU": 0.8242798006251584, + "TN": 106634851, + "TP": 9757, + "n_pred": 11511, + "n_ref": 10083 + }, + "5": { + "Dice": 0.7483296213808464, + "FN": 1418, + "FP": 616, + "IoU": 0.597864768683274, + "TN": 106641630, + "TP": 3024, + "n_pred": 3640, + "n_ref": 4442 + }, + "6": { + "Dice": 0.982040567402409, + "FN": 27867, + "FP": 17660, + "IoU": 0.9647148363235598, + "TN": 105356429, + "TP": 1244732, + "n_pred": 1262392, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.9745521253827373, + "FN": 6940, + "FP": 10289, + "IoU": 0.9503672975542304, + "TN": 106299558, + "TP": 329901, + "n_pred": 340190, + "n_ref": 336841 + }, + "8": { + "Dice": 0.958985458985459, + "FN": 1915, + "FP": 3997, + "IoU": 0.9212027509729701, + "TN": 106571660, + "TP": 69116, + "n_pred": 73113, + "n_ref": 71031 + }, + "9": { + "Dice": 0.9357956936352807, + "FN": 6137, + "FP": 4696, + "IoU": 0.8793383827132992, + "TN": 106556908, + "TP": 78947, + "n_pred": 83643, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9745934630017304, + "FN": 4373, + "FP": 3467, + "IoU": 0.9504459234819324, + "TN": 107968717, + "TP": 150371, + "n_pred": 153838, + "n_ref": 154744 + }, + "10": { + "Dice": 0.897599474628546, + "FN": 4600, + "FP": 12864, + "IoU": 0.8142226477315037, + "TN": 108032923, + "TP": 76541, + "n_pred": 89405, + "n_ref": 81141 + }, + "11": { + "Dice": 0.830855891096855, + "FN": 382, + "FP": 699, + "IoU": 0.7106531049250535, + "TN": 108123192, + "TP": 2655, + "n_pred": 3354, + "n_ref": 3037 + }, + "12": { + "Dice": 0.8437974683544304, + "FN": 641, + "FP": 593, + "IoU": 0.7298007444712065, + "TN": 108122361, + "TP": 3333, + "n_pred": 3926, + "n_ref": 3974 + }, + "13": { + "Dice": 0.8781982534089168, + "FN": 11504, + "FP": 6781, + "IoU": 0.7828462168806337, + "TN": 108042725, + "TP": 65918, + "n_pred": 72699, + "n_ref": 77422 + }, + "14": { + "Dice": 0.8997336149175647, + "FN": 2402, + "FP": 5954, + "IoU": 0.8177416188627391, + "TN": 108081081, + "TP": 37491, + "n_pred": 43445, + "n_ref": 39893 + }, + "15": { + "Dice": 0.873217795247454, + "FN": 2794, + "FP": 4302, + "IoU": 0.7749659087305363, + "TN": 108095395, + "TP": 24437, + "n_pred": 28739, + "n_ref": 27231 + }, + "2": { + "Dice": 0.9700845459675845, + "FN": 6469, + "FP": 4875, + "IoU": 0.9419069712658689, + "TN": 107931655, + "TP": 183929, + "n_pred": 188804, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9720468708523468, + "FN": 7987, + "FP": 3070, + "IoU": 0.9456140005705685, + "TN": 107923622, + "TP": 192249, + "n_pred": 195319, + "n_ref": 200236 + }, + "4": { + "Dice": 0.9651693490271439, + "FN": 1165, + "FP": 1155, + "IoU": 0.9326833797585887, + "TN": 108092464, + "TP": 32144, + "n_pred": 33299, + "n_ref": 33309 + }, + "5": { + "Dice": 0.8532204259686939, + "FN": 552, + "FP": 592, + "IoU": 0.7440143208771537, + "TN": 108122459, + "TP": 3325, + "n_pred": 3917, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9860547931490299, + "FN": 21787, + "FP": 19441, + "IoU": 0.9724931746671399, + "TN": 106628100, + "TP": 1457600, + "n_pred": 1477041, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.974281073627876, + "FN": 6250, + "FP": 6956, + "IoU": 0.9498519024834814, + "TN": 107863588, + "TP": 250134, + "n_pred": 257090, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9647828139210923, + "FN": 1270, + "FP": 1789, + "IoU": 0.931961743772242, + "TN": 108081968, + "TP": 41901, + "n_pred": 43690, + "n_ref": 43171 + }, + "9": { + "Dice": 0.9231819516880602, + "FN": 3590, + "FP": 6087, + "IoU": 0.8573239955768522, + "TN": 108059103, + "TP": 58148, + "n_pred": 64235, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9583819118912269, + "FN": 5300, + "FP": 5052, + "IoU": 0.9200895441738393, + "TN": 62440615, + "TP": 119193, + "n_pred": 124245, + "n_ref": 124493 + }, + "10": { + "Dice": 0.9211165667102738, + "FN": 4930, + "FP": 4356, + "IoU": 0.8537683852477087, + "TN": 62506658, + "TP": 54216, + "n_pred": 58572, + "n_ref": 59146 + }, + "11": { + "Dice": 0.6486486486486487, + "FN": 936, + "FP": 273, + "IoU": 0.48, + "TN": 62567835, + "TP": 1116, + "n_pred": 1389, + "n_ref": 2052 + }, + "12": { + "Dice": 0.7877906976744186, + "FN": 1015, + "FP": 737, + "IoU": 0.6498800959232613, + "TN": 62565156, + "TP": 3252, + "n_pred": 3989, + "n_ref": 4267 + }, + "13": { + "Dice": 0.9036308313990548, + "FN": 4141, + "FP": 3872, + "IoU": 0.8242030670674184, + "TN": 62524579, + "TP": 37568, + "n_pred": 41440, + "n_ref": 41709 + }, + "14": { + "Dice": 0.9721875316434333, + "FN": 8800, + "FP": 10976, + "IoU": 0.9458802666579095, + "TN": 62204748, + "TP": 345636, + "n_pred": 356612, + "n_ref": 354436 + }, + "15": { + "Dice": 0.9110039594693364, + "FN": 4713, + "FP": 12212, + "IoU": 0.8365539685758708, + "TN": 62466609, + "TP": 86626, + "n_pred": 98838, + "n_ref": 91339 + }, + "2": { + "Dice": 0.959258800417677, + "FN": 4409, + "FP": 9403, + "IoU": 0.9217073378114106, + "TN": 62393745, + "TP": 162603, + "n_pred": 172006, + "n_ref": 167012 + }, + "3": { + "Dice": 0.9750149390312507, + "FN": 5185, + "FP": 4808, + "IoU": 0.9512479509796269, + "TN": 62365184, + "TP": 194983, + "n_pred": 199791, + "n_ref": 200168 + }, + "4": { + "Dice": 0.9357529887331212, + "FN": 1720, + "FP": 1268, + "IoU": 0.8792629707451107, + "TN": 62545412, + "TP": 21760, + "n_pred": 23028, + "n_ref": 23480 + }, + "5": { + "Dice": 0.7560712358337831, + "FN": 2571, + "FP": 1045, + "IoU": 0.6078091106290673, + "TN": 62560940, + "TP": 5604, + "n_pred": 6649, + "n_ref": 8175 + }, + "6": { + "Dice": 0.975800395896046, + "FN": 46948, + "FP": 23017, + "IoU": 0.9527443595818891, + "TN": 61089596, + "TP": 1410599, + "n_pred": 1433616, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.9054510650163665, + "FN": 7181, + "FP": 30456, + "IoU": 0.8272367146653936, + "TN": 62352307, + "TP": 180216, + "n_pred": 210672, + "n_ref": 187397 + }, + "8": { + "Dice": 0.9450776039219262, + "FN": 2748, + "FP": 5083, + "IoU": 0.8958740542768625, + "TN": 62494953, + "TP": 67376, + "n_pred": 72459, + "n_ref": 70124 + }, + "9": { + "Dice": 0.9165509115119699, + "FN": 1758, + "FP": 6953, + "IoU": 0.8459566040071442, + "TN": 62513611, + "TP": 47838, + "n_pred": 54791, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9460801953144504, + "FN": 5963, + "FP": 25354, + "IoU": 0.8976775947357072, + "TN": 55075186, + "TP": 274745, + "n_pred": 300099, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8972397823465996, + "FN": 6242, + "FP": 9867, + "IoU": 0.8136308945346846, + "TN": 55294812, + "TP": 70327, + "n_pred": 80194, + "n_ref": 76569 + }, + "11": { + "Dice": 0.7975900822616151, + "FN": 885, + "FP": 862, + "IoU": 0.6633262671034882, + "TN": 55376059, + "TP": 3442, + "n_pred": 4304, + "n_ref": 4327 + }, + "12": { + "Dice": 0.849624060150376, + "FN": 773, + "FP": 627, + "IoU": 0.738562091503268, + "TN": 55375893, + "TP": 3955, + "n_pred": 4582, + "n_ref": 4728 + }, + "13": { + "Dice": 0.8803372588553361, + "FN": 6842, + "FP": 6215, + "IoU": 0.78625216907311, + "TN": 55320162, + "TP": 48029, + "n_pred": 54244, + "n_ref": 54871 + }, + "14": { + "Dice": 0.9540610225485888, + "FN": 5084, + "FP": 3593, + "IoU": 0.9121574423713542, + "TN": 55282469, + "TP": 90102, + "n_pred": 93695, + "n_ref": 95186 + }, + "15": { + "Dice": 0.9037046884693787, + "FN": 6287, + "FP": 11097, + "IoU": 0.8243259630542867, + "TN": 55282292, + "TP": 81572, + "n_pred": 92669, + "n_ref": 87859 + }, + "2": { + "Dice": 0.9705222815672524, + "FN": 4936, + "FP": 6632, + "IoU": 0.9427326732673267, + "TN": 55179248, + "TP": 190432, + "n_pred": 197064, + "n_ref": 195368 + }, + "3": { + "Dice": 0.9733593527309404, + "FN": 6321, + "FP": 3399, + "IoU": 0.9481013198923582, + "TN": 55193960, + "TP": 177568, + "n_pred": 180967, + "n_ref": 183889 + }, + "4": { + "Dice": 0.9147867901845697, + "FN": 941, + "FP": 264, + "IoU": 0.842955819105956, + "TN": 55373575, + "TP": 6468, + "n_pred": 6732, + "n_ref": 7409 + }, + "5": { + "Dice": 0.8575337468077344, + "FN": 939, + "FP": 623, + "IoU": 0.7505987545904519, + "TN": 55374985, + "TP": 4701, + "n_pred": 5324, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9764101657804403, + "FN": 51274, + "FP": 18670, + "IoU": 0.9539076426300268, + "TN": 53863773, + "TP": 1447531, + "n_pred": 1466201, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.9573015923447298, + "FN": 9535, + "FP": 5248, + "IoU": 0.9181001767303228, + "TN": 55200747, + "TP": 165718, + "n_pred": 170966, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9568707169352642, + "FN": 1393, + "FP": 2723, + "IoU": 0.9173078854846811, + "TN": 55331473, + "TP": 45659, + "n_pred": 48382, + "n_ref": 47052 + }, + "9": { + "Dice": 0.90793758994168, + "FN": 2966, + "FP": 6758, + "IoU": 0.8313971633665083, + "TN": 55323574, + "TP": 47950, + "n_pred": 54708, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9824713047674094, + "FN": 5718, + "FP": 4381, + "IoU": 0.9655465338427948, + "TN": 110853495, + "TP": 283021, + "n_pred": 287402, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8959462165294371, + "FN": 8444, + "FP": 8705, + "IoU": 0.8115059519229713, + "TN": 111055636, + "TP": 73830, + "n_pred": 82535, + "n_ref": 82274 + }, + "11": { + "Dice": 0.836602961650424, + "FN": 329, + "FP": 962, + "IoU": 0.7191035683202786, + "TN": 111142019, + "TP": 3305, + "n_pred": 4267, + "n_ref": 3634 + }, + "12": { + "Dice": 0.870457604306864, + "FN": 517, + "FP": 253, + "IoU": 0.7706285373845696, + "TN": 111143258, + "TP": 2587, + "n_pred": 2840, + "n_ref": 3104 + }, + "13": { + "Dice": 0.9047943611397413, + "FN": 8167, + "FP": 3287, + "IoU": 0.8261410725398826, + "TN": 111080734, + "TP": 54427, + "n_pred": 57714, + "n_ref": 62594 + }, + "14": { + "Dice": 0.9418618735011264, + "FN": 2235, + "FP": 2565, + "IoU": 0.8901124058515144, + "TN": 111102934, + "TP": 38881, + "n_pred": 41446, + "n_ref": 41116 + }, + "15": { + "Dice": 0.9158306874184311, + "FN": 1856, + "FP": 2465, + "IoU": 0.8447303172949082, + "TN": 111118786, + "TP": 23508, + "n_pred": 25973, + "n_ref": 25364 + }, + "2": { + "Dice": 0.9709254298015154, + "FN": 6030, + "FP": 2945, + "IoU": 0.9434937544071723, + "TN": 110987783, + "TP": 149857, + "n_pred": 152802, + "n_ref": 155887 + }, + "3": { + "Dice": 0.9764613173496219, + "FN": 5410, + "FP": 6120, + "IoU": 0.9540052895911537, + "TN": 110895934, + "TP": 239151, + "n_pred": 245271, + "n_ref": 244561 + }, + "4": { + "Dice": 0.9498375465567794, + "FN": 859, + "FP": 1040, + "IoU": 0.904467250226381, + "TN": 111126737, + "TP": 17979, + "n_pred": 19019, + "n_ref": 18838 + }, + "5": { + "Dice": 0.8363407846305773, + "FN": 109, + "FP": 1714, + "IoU": 0.7187162474926709, + "TN": 111140134, + "TP": 4658, + "n_pred": 6372, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9848488891398629, + "FN": 17122, + "FP": 31710, + "IoU": 0.9701500383577386, + "TN": 109510700, + "TP": 1587083, + "n_pred": 1618793, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.940392883339669, + "FN": 27420, + "FP": 17112, + "IoU": 0.8874920416763514, + "TN": 110750803, + "TP": 351280, + "n_pred": 368392, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9594492992986824, + "FN": 2706, + "FP": 3874, + "IoU": 0.9220591544958128, + "TN": 111062192, + "TP": 77843, + "n_pred": 81717, + "n_ref": 80549 + }, + "9": { + "Dice": 0.9222449092213454, + "FN": 5718, + "FP": 2736, + "IoU": 0.8557091653865847, + "TN": 111088025, + "TP": 50136, + "n_pred": 52872, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9786405165183645, + "FN": 4992, + "FP": 3616, + "IoU": 0.9581744061183536, + "TN": 96915218, + "TP": 197199, + "n_pred": 200815, + "n_ref": 202191 + }, + "10": { + "Dice": 0.9316373045062619, + "FN": 5628, + "FP": 4465, + "IoU": 0.8720234321507367, + "TN": 97042159, + "TP": 68773, + "n_pred": 73238, + "n_ref": 74401 + }, + "11": { + "Dice": 0.8417966146874584, + "FN": 754, + "FP": 433, + "IoU": 0.7268124280782509, + "TN": 97116680, + "TP": 3158, + "n_pred": 3591, + "n_ref": 3912 + }, + "12": { + "Dice": 0.7858484658735129, + "FN": 1518, + "FP": 534, + "IoU": 0.6472408457968025, + "TN": 97115208, + "TP": 3765, + "n_pred": 4299, + "n_ref": 5283 + }, + "13": { + "Dice": 0.9169095771854434, + "FN": 5603, + "FP": 2692, + "IoU": 0.8465678930137063, + "TN": 97066962, + "TP": 45768, + "n_pred": 48460, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9638424502057272, + "FN": 5288, + "FP": 4317, + "IoU": 0.9302083938847875, + "TN": 96983401, + "TP": 128019, + "n_pred": 132336, + "n_ref": 133307 + }, + "15": { + "Dice": 0.9513703803999259, + "FN": 1748, + "FP": 5076, + "IoU": 0.9072511043153245, + "TN": 97047450, + "TP": 66751, + "n_pred": 71827, + "n_ref": 68499 + }, + "2": { + "Dice": 0.9673652054012932, + "FN": 4629, + "FP": 6353, + "IoU": 0.9367931532630779, + "TN": 96947278, + "TP": 162765, + "n_pred": 169118, + "n_ref": 167394 + }, + "3": { + "Dice": 0.965551832664192, + "FN": 6164, + "FP": 9083, + "IoU": 0.9333979827630642, + "TN": 96892098, + "TP": 213680, + "n_pred": 222763, + "n_ref": 219844 + }, + "4": { + "Dice": 0.9436799628403878, + "FN": 980, + "FP": 960, + "IoU": 0.8933655801681966, + "TN": 97102832, + "TP": 16253, + "n_pred": 17213, + "n_ref": 17233 + }, + "5": { + "Dice": 0.8431253785584494, + "FN": 1322, + "FP": 2822, + "IoU": 0.7287958115183246, + "TN": 97105745, + "TP": 11136, + "n_pred": 13958, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9855016249513178, + "FN": 27652, + "FP": 18249, + "IoU": 0.9714176475679688, + "TN": 95515104, + "TP": 1560020, + "n_pred": 1578269, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.9681749958307855, + "FN": 13268, + "FP": 7342, + "IoU": 0.9383131751205452, + "TN": 96786918, + "TP": 313497, + "n_pred": 320839, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9666970170820055, + "FN": 2431, + "FP": 4299, + "IoU": 0.9355407204497783, + "TN": 97016618, + "TP": 97677, + "n_pred": 101976, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9426172003961704, + "FN": 4079, + "FP": 7045, + "IoU": 0.8914625817152892, + "TN": 97018535, + "TP": 91366, + "n_pred": 98411, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9775091411844544, + "FN": 4119, + "FP": 4763, + "IoU": 0.9560077068237088, + "TN": 78854506, + "TP": 193017, + "n_pred": 197780, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8861344409802269, + "FN": 5757, + "FP": 16667, + "IoU": 0.7955488288551136, + "TN": 78946726, + "TP": 87255, + "n_pred": 103922, + "n_ref": 93012 + }, + "11": { + "Dice": 0.8177622155021487, + "FN": 440, + "FP": 705, + "IoU": 0.6917070543887991, + "TN": 79052691, + "TP": 2569, + "n_pred": 3274, + "n_ref": 3009 + }, + "12": { + "Dice": 0.7295068170341693, + "FN": 837, + "FP": 770, + "IoU": 0.5741918388977213, + "TN": 79052631, + "TP": 2167, + "n_pred": 2937, + "n_ref": 3004 + }, + "13": { + "Dice": 0.8701453230105344, + "FN": 10628, + "FP": 5742, + "IoU": 0.7701391521687238, + "TN": 78985188, + "TP": 54847, + "n_pred": 60589, + "n_ref": 65475 + }, + "14": { + "Dice": 0.6665906573718158, + "FN": 17415, + "FP": 3055, + "IoU": 0.49991449441770697, + "TN": 79015472, + "TP": 20463, + "n_pred": 23518, + "n_ref": 37878 + }, + "15": { + "Dice": 0.8259247583018074, + "FN": 7094, + "FP": 6158, + "IoU": 0.703468337435668, + "TN": 79011715, + "TP": 31438, + "n_pred": 37596, + "n_ref": 38532 + }, + "2": { + "Dice": 0.9607164862248041, + "FN": 3600, + "FP": 5326, + "IoU": 0.924402700024561, + "TN": 78938332, + "TP": 109147, + "n_pred": 114473, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9593132455701734, + "FN": 7227, + "FP": 2456, + "IoU": 0.9218078749313608, + "TN": 78932569, + "TP": 114153, + "n_pred": 116609, + "n_ref": 121380 + }, + "4": { + "Dice": 0.9127046866177301, + "FN": 400, + "FP": 1146, + "IoU": 0.8394266722060656, + "TN": 79046777, + "TP": 8082, + "n_pred": 9228, + "n_ref": 8482 + }, + "5": { + "Dice": 0.8875305623471883, + "FN": 239, + "FP": 957, + "IoU": 0.7978021978021979, + "TN": 79050490, + "TP": 4719, + "n_pred": 5676, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9836926998096969, + "FN": 23023, + "FP": 19934, + "IoU": 0.9679087217276713, + "TN": 77717817, + "TP": 1295631, + "n_pred": 1315565, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.9698391280480395, + "FN": 11087, + "FP": 17703, + "IoU": 0.941444345687851, + "TN": 78564736, + "TP": 462879, + "n_pred": 480582, + "n_ref": 473966 + }, + "8": { + "Dice": 0.9567414055512843, + "FN": 1039, + "FP": 1718, + "IoU": 0.9170702361257332, + "TN": 79023160, + "TP": 30488, + "n_pred": 32206, + "n_ref": 31527 + }, + "9": { + "Dice": 0.9317753380167332, + "FN": 5305, + "FP": 4358, + "IoU": 0.872265330671919, + "TN": 78980756, + "TP": 65986, + "n_pred": 70344, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9752794134801073, + "FN": 7676, + "FP": 3768, + "IoU": 0.9517515567753986, + "TN": 122474751, + "TP": 225745, + "n_pred": 229513, + "n_ref": 233421 + }, + "10": { + "Dice": 0.907263066298854, + "FN": 12388, + "FP": 7648, + "IoU": 0.8302666802209345, + "TN": 122593896, + "TP": 98008, + "n_pred": 105656, + "n_ref": 110396 + }, + "11": { + "Dice": 0.8553930758655168, + "FN": 760, + "FP": 397, + "IoU": 0.7473247433937541, + "TN": 122707361, + "TP": 3422, + "n_pred": 3819, + "n_ref": 4182 + }, + "12": { + "Dice": 0.6555801921655581, + "FN": 2742, + "FP": 986, + "IoU": 0.4876305662451897, + "TN": 122704664, + "TP": 3548, + "n_pred": 4534, + "n_ref": 6290 + }, + "13": { + "Dice": 0.8968989460289358, + "FN": 5167, + "FP": 6014, + "IoU": 0.8130705186076839, + "TN": 122652126, + "TP": 48633, + "n_pred": 54647, + "n_ref": 53800 + }, + "14": { + "Dice": 0.9353301965234233, + "FN": 12079, + "FP": 1143, + "IoU": 0.8785166945368346, + "TN": 122603102, + "TP": 95616, + "n_pred": 96759, + "n_ref": 107695 + }, + "15": { + "Dice": 0.9413132722603086, + "FN": 4542, + "FP": 1262, + "IoU": 0.889132967851617, + "TN": 122659589, + "TP": 46547, + "n_pred": 47809, + "n_ref": 51089 + }, + "2": { + "Dice": 0.970377588836441, + "FN": 3009, + "FP": 5168, + "IoU": 0.942459661245945, + "TN": 122569831, + "TP": 133932, + "n_pred": 139100, + "n_ref": 136941 + }, + "3": { + "Dice": 0.9775183640512791, + "FN": 3024, + "FP": 3547, + "IoU": 0.9560253501709866, + "TN": 122562513, + "TP": 142856, + "n_pred": 146403, + "n_ref": 145880 + }, + "4": { + "Dice": 0.9595108991190591, + "FN": 3718, + "FP": 1494, + "IoU": 0.92217294569129, + "TN": 122644971, + "TP": 61757, + "n_pred": 63251, + "n_ref": 65475 + }, + "5": { + "Dice": 0.797633525061627, + "FN": 5075, + "FP": 1082, + "IoU": 0.6633863648789022, + "TN": 122693649, + "TP": 12134, + "n_pred": 13216, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9830196188996412, + "FN": 42470, + "FP": 15167, + "IoU": 0.9666062759598444, + "TN": 120985957, + "TP": 1668346, + "n_pred": 1683513, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.8806229165419965, + "FN": 65884, + "FP": 69768, + "IoU": 0.7867080089057724, + "TN": 122075948, + "TP": 500340, + "n_pred": 570108, + "n_ref": 566224 + }, + "8": { + "Dice": 0.918058700093876, + "FN": 3449, + "FP": 20293, + "IoU": 0.8485291209176805, + "TN": 122555197, + "TP": 133001, + "n_pred": 153294, + "n_ref": 136450 + }, + "9": { + "Dice": 0.9176429539568153, + "FN": 6366, + "FP": 5908, + "IoU": 0.8478190790289384, + "TN": 122631286, + "TP": 68380, + "n_pred": 74288, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/loop_004/summary_cross_val.json b/nnActive_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/loop_004/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..d521cfecddb362129aff9bb3ffb021b6c3eb2bf2 --- /dev/null +++ b/nnActive_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/loop_004/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.7951953401966265, + "FN": 5879.251111111112, + "FP": 5146.604444444444, + "IoU": 0.7103892676564033, + "TN": 2737869.455555556, + "TP": 43134.55555555555, + "n_pred": 48281.16000000001, + "n_ref": 49013.806666666664 + }, + "mean": { + "1": { + "Dice": 0.9295451538041564, + "FN": 1207.1, + "FP": 1329.8666666666666, + "IoU": 0.8751917920859906, + "TN": 2761572.533333333, + "TP": 27920.366666666665, + "n_pred": 29250.233333333334, + "n_ref": 29127.466666666667 + }, + "10": { + "Dice": 0.8104082307134374, + "FN": 6276.933333333333, + "FP": 5269.166666666667, + "IoU": 0.7100337599877535, + "TN": 2757795.2666666666, + "TP": 22688.5, + "n_pred": 27957.666666666668, + "n_ref": 28965.433333333334 + }, + "11": { + "Dice": 0.5986034449740624, + "FN": 206.43333333333334, + "FP": 131.96666666666667, + "IoU": 0.4649690744683693, + "TN": 2791305.1666666665, + "TP": 386.3, + "n_pred": 518.2666666666667, + "n_ref": 592.7333333333333 + }, + "12": { + "Dice": 0.6477080660062383, + "FN": 293.3, + "FP": 288.8333333333333, + "IoU": 0.5472148187839969, + "TN": 2790353.0, + "TP": 1094.7333333333333, + "n_pred": 1383.5666666666666, + "n_ref": 1388.0333333333333 + }, + "13": { + "Dice": 0.726363292889321, + "FN": 9530.466666666667, + "FP": 4911.366666666667, + "IoU": 0.6086121882927882, + "TN": 2756202.6333333333, + "TP": 21385.4, + "n_pred": 26296.766666666666, + "n_ref": 30915.866666666665 + }, + "14": { + "Dice": 0.798405444031096, + "FN": 8338.866666666667, + "FP": 3911.3333333333335, + "IoU": 0.7174772266740835, + "TN": 2730416.0, + "TP": 49363.666666666664, + "n_pred": 53275.0, + "n_ref": 57702.53333333333 + }, + "15": { + "Dice": 0.7005449505033323, + "FN": 3577.4666666666667, + "FP": 6981.033333333334, + "IoU": 0.6080839441899825, + "TN": 2757629.6333333333, + "TP": 23841.733333333334, + "n_pred": 30822.766666666666, + "n_ref": 27419.2 + }, + "2": { + "Dice": 0.8817674318817377, + "FN": 2495.2, + "FP": 6356.5, + "IoU": 0.8406094294041268, + "TN": 2731978.6666666665, + "TP": 51199.5, + "n_pred": 57556.0, + "n_ref": 53694.7 + }, + "3": { + "Dice": 0.9055243628794781, + "FN": 5345.0, + "FP": 3040.2, + "IoU": 0.8576654016240153, + "TN": 2733155.8333333335, + "TP": 50488.833333333336, + "n_pred": 53529.03333333333, + "n_ref": 55833.833333333336 + }, + "4": { + "Dice": 0.7481838239156654, + "FN": 1766.9, + "FP": 1066.1, + "IoU": 0.6440545953995119, + "TN": 2779034.8666666667, + "TP": 10162.0, + "n_pred": 11228.1, + "n_ref": 11928.9 + }, + "5": { + "Dice": 0.6990415193746509, + "FN": 508.0, + "FP": 1066.2666666666667, + "IoU": 0.5757240497463852, + "TN": 2788026.8666666667, + "TP": 2428.733333333333, + "n_pred": 3495.0, + "n_ref": 2936.733333333333 + }, + "6": { + "Dice": 0.9304599078034631, + "FN": 28798.2, + "FP": 9097.9, + "IoU": 0.8771954426824864, + "TN": 2560063.1, + "TP": 194070.66666666666, + "n_pred": 203168.56666666668, + "n_ref": 222868.86666666667 + }, + "7": { + "Dice": 0.8420594466151834, + "FN": 14996.966666666667, + "FP": 28632.266666666666, + "IoU": 0.7601901344114931, + "TN": 2604148.8, + "TP": 144251.83333333334, + "n_pred": 172884.1, + "n_ref": 159248.8 + }, + "8": { + "Dice": 0.8784341173621604, + "FN": 1563.6333333333334, + "FP": 2011.0333333333333, + "IoU": 0.822380041808476, + "TN": 2759154.3333333335, + "TP": 29300.866666666665, + "n_pred": 31311.9, + "n_ref": 30864.5 + }, + "9": { + "Dice": 0.8308809101954172, + "FN": 3284.3, + "FP": 3105.233333333333, + "IoU": 0.7464371152865907, + "TN": 2767205.1333333333, + "TP": 18435.2, + "n_pred": 21540.433333333334, + "n_ref": 21719.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9833713683255262, + "FN": 2842, + "FP": 2142, + "IoU": 0.96728671383751, + "TN": 4228446, + "TP": 147370, + "n_pred": 149512, + "n_ref": 150212 + }, + "10": { + "Dice": 0.00048658840703120245, + "FN": 40265, + "FP": 41900, + "IoU": 0.00024335340998965748, + "TN": 4298615, + "TP": 20, + "n_pred": 41920, + "n_ref": 40285 + }, + "11": { + "Dice": 0.7180037563724175, + "FN": 328, + "FP": 723, + "IoU": 0.5600669736291335, + "TN": 4378411, + "TP": 1338, + "n_pred": 2061, + "n_ref": 1666 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 297, + "IoU": 0.0, + "TN": 4380503, + "TP": 0, + "n_pred": 297, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 59159, + "FP": 25047, + "IoU": 0.0, + "TN": 4296594, + "TP": 0, + "n_pred": 25047, + "n_ref": 59159 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4380800, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 10798, + "IoU": 0.0, + "TN": 4370002, + "TP": 0, + "n_pred": 10798, + "n_ref": 0 + }, + "2": { + "Dice": 0.9737408645402527, + "FN": 1260, + "FP": 594, + "IoU": 0.9488255265119103, + "TN": 4344571, + "TP": 34375, + "n_pred": 34969, + "n_ref": 35635 + }, + "3": { + "Dice": 0.962029349807934, + "FN": 1401, + "FP": 2889, + "IoU": 0.9268367555767788, + "TN": 4322164, + "TP": 54346, + "n_pred": 57235, + "n_ref": 55747 + }, + "4": { + "Dice": 0.8564776400361623, + "FN": 10696, + "FP": 893, + "IoU": 0.7489819788598163, + "TN": 4334632, + "TP": 34579, + "n_pred": 35472, + "n_ref": 45275 + }, + "5": { + "Dice": 0.6555489964580874, + "FN": 1807, + "FP": 527, + "IoU": 0.487596048298573, + "TN": 4376245, + "TP": 2221, + "n_pred": 2748, + "n_ref": 4028 + }, + "6": { + "Dice": 0.9581448694676984, + "FN": 58202, + "FP": 30549, + "IoU": 0.9196526862407115, + "TN": 3276208, + "TP": 1015841, + "n_pred": 1046390, + "n_ref": 1074043 + }, + "7": { + "Dice": 0.8968530394883447, + "FN": 18234, + "FP": 5280, + "IoU": 0.8129950691903929, + "TN": 4255060, + "TP": 102226, + "n_pred": 107506, + "n_ref": 120460 + }, + "8": { + "Dice": 0.9255394883203559, + "FN": 5057, + "FP": 1637, + "IoU": 0.8613992587531316, + "TN": 4332503, + "TP": 41603, + "n_pred": 43240, + "n_ref": 46660 + }, + "9": { + "Dice": 0.46524565570696336, + "FN": 32689, + "FP": 18641, + "IoU": 0.3031401458070297, + "TN": 4307141, + "TP": 22329, + "n_pred": 40970, + "n_ref": 55018 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9455128414853591, + "FN": 4367, + "FP": 3960, + "IoU": 0.8966565726767276, + "TN": 2723136, + "TP": 72249, + "n_pred": 76209, + "n_ref": 76616 + }, + "10": { + "Dice": 0.6591883537740553, + "FN": 4133, + "FP": 16375, + "IoU": 0.49163382167026104, + "TN": 2763371, + "TP": 19833, + "n_pred": 36208, + "n_ref": 23966 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.771796093377799, + "FN": 415, + "FP": 64, + "IoU": 0.6283941039565555, + "TN": 2802423, + "TP": 810, + "n_pred": 874, + "n_ref": 1225 + }, + "13": { + "Dice": 0.5702142730653444, + "FN": 30229, + "FP": 1322, + "IoU": 0.39881099826603916, + "TN": 2751231, + "TP": 20930, + "n_pred": 22252, + "n_ref": 51159 + }, + "14": { + "Dice": 0.894754233787691, + "FN": 2696, + "FP": 7496, + "IoU": 0.8095522834292548, + "TN": 2750196, + "TP": 43324, + "n_pred": 50820, + "n_ref": 46020 + }, + "15": { + "Dice": 0.5079418018093134, + "FN": 10228, + "FP": 1575, + "IoU": 0.34043028778988543, + "TN": 2785817, + "TP": 6092, + "n_pred": 7667, + "n_ref": 16320 + }, + "2": { + "Dice": 0.14484720297571294, + "FN": 699, + "FP": 46201, + "IoU": 0.07807831420034597, + "TN": 2752840, + "TP": 3972, + "n_pred": 50173, + "n_ref": 4671 + }, + "3": { + "Dice": 0.5554194376385486, + "FN": 343, + "FP": 14899, + "IoU": 0.38448491701328597, + "TN": 2778949, + "TP": 9521, + "n_pred": 24420, + "n_ref": 9864 + }, + "4": { + "Dice": 0.8063424116015463, + "FN": 5726, + "FP": 3141, + "IoU": 0.6755223771361657, + "TN": 2776385, + "TP": 18460, + "n_pred": 21601, + "n_ref": 24186 + }, + "5": { + "Dice": 0.8027090694935218, + "FN": 1160, + "FP": 850, + "IoU": 0.6704377766847024, + "TN": 2797613, + "TP": 4089, + "n_pred": 4939, + "n_ref": 5249 + }, + "6": { + "Dice": 0.9791931735628078, + "FN": 3581, + "FP": 6787, + "IoU": 0.9592345468342685, + "TN": 2549379, + "TP": 243965, + "n_pred": 250752, + "n_ref": 247546 + }, + "7": { + "Dice": 0.8271517673366142, + "FN": 16329, + "FP": 61433, + "IoU": 0.7052504700103099, + "TN": 2539888, + "TP": 186062, + "n_pred": 247495, + "n_ref": 202391 + }, + "8": { + "Dice": 0.9121976229317176, + "FN": 5397, + "FP": 4022, + "IoU": 0.8385692494901195, + "TN": 2745365, + "TP": 48928, + "n_pred": 52950, + "n_ref": 54325 + }, + "9": { + "Dice": 0.6460562568078426, + "FN": 6882, + "FP": 4166, + "IoU": 0.4771662486394397, + "TN": 2782581, + "TP": 10083, + "n_pred": 14249, + "n_ref": 16965 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9380867614426102, + "FN": 2671, + "FP": 4946, + "IoU": 0.8833930375677413, + "TN": 1686998, + "TP": 57705, + "n_pred": 62651, + "n_ref": 60376 + }, + "10": { + "Dice": 0.862595236378494, + "FN": 5866, + "FP": 5568, + "IoU": 0.7583889781083594, + "TN": 1704996, + "TP": 35890, + "n_pred": 41458, + "n_ref": 41756 + }, + "11": { + "Dice": 0.768141592920354, + "FN": 35, + "FP": 227, + "IoU": 0.6235632183908046, + "TN": 1751624, + "TP": 434, + "n_pred": 661, + "n_ref": 469 + }, + "12": { + "Dice": 0.0, + "FN": 42, + "FP": 0, + "IoU": 0.0, + "TN": 1752278, + "TP": 0, + "n_pred": 0, + "n_ref": 42 + }, + "13": { + "Dice": 0.7862875747709548, + "FN": 6529, + "FP": 4761, + "IoU": 0.6478368008983437, + "TN": 1720261, + "TP": 20769, + "n_pred": 25530, + "n_ref": 27298 + }, + "14": { + "Dice": 0.9574454949970794, + "FN": 5075, + "FP": 3886, + "IoU": 0.9183649299893413, + "TN": 1642551, + "TP": 100808, + "n_pred": 104694, + "n_ref": 105883 + }, + "15": { + "Dice": 0.9415063668382552, + "FN": 5011, + "FP": 3625, + "IoU": 0.8894775909288695, + "TN": 1674182, + "TP": 69502, + "n_pred": 73127, + "n_ref": 74513 + }, + "2": { + "Dice": 0.9626639548397808, + "FN": 1317, + "FP": 2281, + "IoU": 0.9280155252785948, + "TN": 1702337, + "TP": 46385, + "n_pred": 48666, + "n_ref": 47702 + }, + "3": { + "Dice": 0.9589922880342704, + "FN": 4382, + "FP": 2855, + "IoU": 0.9212153541335539, + "TN": 1660462, + "TP": 84621, + "n_pred": 87476, + "n_ref": 89003 + }, + "4": { + "Dice": 0.8541581319131504, + "FN": 603, + "FP": 821, + "IoU": 0.7454415445119771, + "TN": 1746726, + "TP": 4170, + "n_pred": 4991, + "n_ref": 4773 + }, + "5": { + "Dice": 0.7080536912751678, + "FN": 691, + "FP": 179, + "IoU": 0.548051948051948, + "TN": 1750395, + "TP": 1055, + "n_pred": 1234, + "n_ref": 1746 + }, + "6": { + "Dice": 0.9207594455793988, + "FN": 13732, + "FP": 10045, + "IoU": 0.8531549725480024, + "TN": 1590401, + "TP": 138142, + "n_pred": 148187, + "n_ref": 151874 + }, + "7": { + "Dice": 0.8089735722680423, + "FN": 9232, + "FP": 9135, + "IoU": 0.6792238639142129, + "TN": 1695062, + "TP": 38891, + "n_pred": 48026, + "n_ref": 48123 + }, + "8": { + "Dice": 0.9266169830821955, + "FN": 1057, + "FP": 292, + "IoU": 0.8632677883640787, + "TN": 1742454, + "TP": 8517, + "n_pred": 8809, + "n_ref": 9574 + }, + "9": { + "Dice": 0.9168473857787016, + "FN": 4683, + "FP": 5478, + "IoU": 0.8464618685685792, + "TN": 1686141, + "TP": 56018, + "n_pred": 61496, + "n_ref": 60701 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9690975220451632, + "FN": 695, + "FP": 486, + "IoU": 0.9400477181582821, + "TN": 1732621, + "TP": 18518, + "n_pred": 19004, + "n_ref": 19213 + }, + "10": { + "Dice": 0.8345073588921196, + "FN": 1533, + "FP": 3988, + "IoU": 0.7160125507947122, + "TN": 1732879, + "TP": 13920, + "n_pred": 17908, + "n_ref": 15453 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8378748289162623, + "FN": 1282, + "FP": 3930, + "IoU": 0.7209850107066381, + "TN": 1733640, + "TP": 13468, + "n_pred": 17398, + "n_ref": 14750 + }, + "14": { + "Dice": 0.9361015406436194, + "FN": 9054, + "FP": 2389, + "IoU": 0.8798786504587348, + "TN": 1657058, + "TP": 83819, + "n_pred": 86208, + "n_ref": 92873 + }, + "15": { + "Dice": 0.8591543098517183, + "FN": 2761, + "FP": 3641, + "IoU": 0.7530854674483184, + "TN": 1726392, + "TP": 19526, + "n_pred": 23167, + "n_ref": 22287 + }, + "2": { + "Dice": 0.9702588824779836, + "FN": 2093, + "FP": 4175, + "IoU": 0.9422357386415998, + "TN": 1643810, + "TP": 102242, + "n_pred": 106417, + "n_ref": 104335 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8017726673853156, + "FN": 1179, + "FP": 476, + "IoU": 0.6691323470611755, + "TN": 1747318, + "TP": 3347, + "n_pred": 3823, + "n_ref": 4526 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.949129662147554, + "FN": 7177, + "FP": 2470, + "IoU": 0.9031843681944542, + "TN": 1652677, + "TP": 89996, + "n_pred": 92466, + "n_ref": 97173 + }, + "7": { + "Dice": 0.8047347971446643, + "FN": 1148, + "FP": 1013, + "IoU": 0.6732688237072876, + "TN": 1745706, + "TP": 4453, + "n_pred": 5466, + "n_ref": 5601 + }, + "8": { + "Dice": 0.794770206022187, + "FN": 281, + "FP": 237, + "IoU": 0.6594345825115056, + "TN": 1750799, + "TP": 1003, + "n_pred": 1240, + "n_ref": 1284 + }, + "9": { + "Dice": 0.8701667373641792, + "FN": 1080, + "FP": 2899, + "IoU": 0.7701727025934269, + "TN": 1735007, + "TP": 13334, + "n_pred": 16233, + "n_ref": 14414 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8353330920631385, + "FN": 932, + "FP": 4983, + "IoU": 0.717229180610001, + "TN": 1906634, + "TP": 15003, + "n_pred": 19986, + "n_ref": 15935 + }, + "11": { + "Dice": 0.22170900692840648, + "FN": 332, + "FP": 5, + "IoU": 0.12467532467532468, + "TN": 1927167, + "TP": 48, + "n_pred": 53, + "n_ref": 380 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8256939371804237, + "FN": 5846, + "FP": 5608, + "IoU": 0.7031335043931265, + "TN": 1888969, + "TP": 27129, + "n_pred": 32737, + "n_ref": 32975 + }, + "14": { + "Dice": 0.9721355660882269, + "FN": 1499, + "FP": 4280, + "IoU": 0.9457818891432431, + "TN": 1820964, + "TP": 100809, + "n_pred": 105089, + "n_ref": 102308 + }, + "15": { + "Dice": 0.8986547085201794, + "FN": 555, + "FP": 349, + "IoU": 0.8159609120521173, + "TN": 1922640, + "TP": 4008, + "n_pred": 4357, + "n_ref": 4563 + }, + "2": { + "Dice": 0.9395262670371841, + "FN": 132, + "FP": 325, + "IoU": 0.8859495882206139, + "TN": 1923545, + "TP": 3550, + "n_pred": 3875, + "n_ref": 3682 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.5665445665445665, + "FN": 266, + "FP": 89, + "IoU": 0.39522998296422485, + "TN": 1926965, + "TP": 232, + "n_pred": 321, + "n_ref": 498 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 8435, + "IoU": 0.0, + "TN": 1919117, + "TP": 0, + "n_pred": 8435, + "n_ref": 0 + }, + "6": { + "Dice": 0.9019962919846506, + "FN": 1657, + "FP": 616, + "IoU": 0.8214874734940705, + "TN": 1914819, + "TP": 10460, + "n_pred": 11076, + "n_ref": 12117 + }, + "7": { + "Dice": 0.8996013190923857, + "FN": 7157, + "FP": 3042, + "IoU": 0.8175230802261504, + "TN": 1871660, + "TP": 45693, + "n_pred": 48735, + "n_ref": 52850 + }, + "8": { + "Dice": 0.9193373374291259, + "FN": 4948, + "FP": 5608, + "IoU": 0.8507162959086988, + "TN": 1856841, + "TP": 60155, + "n_pred": 65763, + "n_ref": 65103 + }, + "9": { + "Dice": 0.8858627204030227, + "FN": 4443, + "FP": 1357, + "IoU": 0.7951109227073618, + "TN": 1899244, + "TP": 22508, + "n_pred": 23865, + "n_ref": 26951 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9732699239005721, + "FN": 4691, + "FP": 1902, + "IoU": 0.9479316390516656, + "TN": 3728482, + "TP": 120029, + "n_pred": 121931, + "n_ref": 124720 + }, + "10": { + "Dice": 0.8816388085962046, + "FN": 2325, + "FP": 2384, + "IoU": 0.7883310109228211, + "TN": 3832857, + "TP": 17538, + "n_pred": 19922, + "n_ref": 19863 + }, + "11": { + "Dice": 0.7142857142857143, + "FN": 11, + "FP": 25, + "IoU": 0.5555555555555556, + "TN": 3855023, + "TP": 45, + "n_pred": 70, + "n_ref": 56 + }, + "12": { + "Dice": 0.5930493273542601, + "FN": 498, + "FP": 228, + "IoU": 0.42151394422310756, + "TN": 3853849, + "TP": 529, + "n_pred": 757, + "n_ref": 1027 + }, + "13": { + "Dice": 0.8553551605322722, + "FN": 6605, + "FP": 3428, + "IoU": 0.7472668648294625, + "TN": 3815406, + "TP": 29665, + "n_pred": 33093, + "n_ref": 36270 + }, + "14": { + "Dice": 0.8369490527142437, + "FN": 473, + "FP": 1188, + "IoU": 0.7196151249155975, + "TN": 3849180, + "TP": 4263, + "n_pred": 5451, + "n_ref": 4736 + }, + "15": { + "Dice": 0.8776414174252276, + "FN": 2357, + "FP": 3665, + "IoU": 0.7819616930374018, + "TN": 3827485, + "TP": 21597, + "n_pred": 25262, + "n_ref": 23954 + }, + "2": { + "Dice": 0.9563004252705632, + "FN": 4908, + "FP": 4484, + "IoU": 0.9162602423388643, + "TN": 3742947, + "TP": 102765, + "n_pred": 107249, + "n_ref": 107673 + }, + "3": { + "Dice": 0.9501545147701871, + "FN": 5944, + "FP": 5250, + "IoU": 0.9050422449187336, + "TN": 3737220, + "TP": 106690, + "n_pred": 111940, + "n_ref": 112634 + }, + "4": { + "Dice": 0.7326887901750718, + "FN": 100, + "FP": 923, + "IoU": 0.5781443298969072, + "TN": 3852679, + "TP": 1402, + "n_pred": 2325, + "n_ref": 1502 + }, + "5": { + "Dice": 0.7893937624109333, + "FN": 1147, + "FP": 2459, + "IoU": 0.6520648398301814, + "TN": 3844740, + "TP": 6758, + "n_pred": 9217, + "n_ref": 7905 + }, + "6": { + "Dice": 0.9544321619040038, + "FN": 14521, + "FP": 22117, + "IoU": 0.9128361901816409, + "TN": 3434769, + "TP": 383697, + "n_pred": 405814, + "n_ref": 398218 + }, + "7": { + "Dice": 0.9542202178613831, + "FN": 18054, + "FP": 12369, + "IoU": 0.9124485232541073, + "TN": 3507617, + "TP": 317064, + "n_pred": 329433, + "n_ref": 335118 + }, + "8": { + "Dice": 0.9180964007760894, + "FN": 608, + "FP": 3149, + "IoU": 0.8485935359071491, + "TN": 3830290, + "TP": 21057, + "n_pred": 24206, + "n_ref": 21665 + }, + "9": { + "Dice": 0.8326319111999579, + "FN": 8273, + "FP": 4453, + "IoU": 0.7132556724724545, + "TN": 3810723, + "TP": 31655, + "n_pred": 36108, + "n_ref": 39928 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9547480111560509, + "FN": 1762, + "FP": 2635, + "IoU": 0.9134142018825568, + "TN": 2928162, + "TP": 46385, + "n_pred": 49020, + "n_ref": 48147 + }, + "10": { + "Dice": 0.5642990797939148, + "FN": 27086, + "FP": 6910, + "IoU": 0.39304779418328545, + "TN": 2922933, + "TP": 22015, + "n_pred": 28925, + "n_ref": 49101 + }, + "11": { + "Dice": 0.3910386965376782, + "FN": 514, + "FP": 84, + "IoU": 0.2430379746835443, + "TN": 2978154, + "TP": 192, + "n_pred": 276, + "n_ref": 706 + }, + "12": { + "Dice": 0.14293690675600224, + "FN": 451, + "FP": 2619, + "IoU": 0.07696933253156946, + "TN": 2975618, + "TP": 256, + "n_pred": 2875, + "n_ref": 707 + }, + "13": { + "Dice": 0.42503072969046823, + "FN": 5466, + "FP": 20261, + "IoU": 0.26986604608922693, + "TN": 2943708, + "TP": 9509, + "n_pred": 29770, + "n_ref": 14975 + }, + "14": { + "Dice": 0.8603554588320639, + "FN": 5047, + "FP": 4963, + "IoU": 0.75493316359007, + "TN": 2938098, + "TP": 30836, + "n_pred": 35799, + "n_ref": 35883 + }, + "15": { + "Dice": 0.8421030529542687, + "FN": 3619, + "FP": 3901, + "IoU": 0.7272694302397272, + "TN": 2951371, + "TP": 20053, + "n_pred": 23954, + "n_ref": 23672 + }, + "2": { + "Dice": 0.9301434295337089, + "FN": 7685, + "FP": 9157, + "IoU": 0.8694094659140252, + "TN": 2849976, + "TP": 112126, + "n_pred": 121283, + "n_ref": 119811 + }, + "3": { + "Dice": 0.9380464739154333, + "FN": 11698, + "FP": 4195, + "IoU": 0.8833215869380084, + "TN": 2842732, + "TP": 120319, + "n_pred": 124514, + "n_ref": 132017 + }, + "4": { + "Dice": 0.8693065625580964, + "FN": 2691, + "FP": 824, + "IoU": 0.7688260440644524, + "TN": 2963739, + "TP": 11690, + "n_pred": 12514, + "n_ref": 14381 + }, + "5": { + "Dice": 0.5963010204081632, + "FN": 166, + "FP": 1100, + "IoU": 0.42480690595184006, + "TN": 2976743, + "TP": 935, + "n_pred": 2035, + "n_ref": 1101 + }, + "6": { + "Dice": 0.9583403324459882, + "FN": 11692, + "FP": 32205, + "IoU": 0.9200129008511282, + "TN": 2430143, + "TP": 504904, + "n_pred": 537109, + "n_ref": 516596 + }, + "7": { + "Dice": 0.6916077632488087, + "FN": 85799, + "FP": 9270, + "IoU": 0.5285936004680891, + "TN": 2777273, + "TP": 106602, + "n_pred": 115872, + "n_ref": 192401 + }, + "8": { + "Dice": 0.8929385831559744, + "FN": 965, + "FP": 4669, + "IoU": 0.8065845034158399, + "TN": 2949815, + "TP": 23495, + "n_pred": 28164, + "n_ref": 24460 + }, + "9": { + "Dice": 0.8811475409836066, + "FN": 4230, + "FP": 6152, + "IoU": 0.7875457875457875, + "TN": 2930077, + "TP": 38485, + "n_pred": 44637, + "n_ref": 42715 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8949969954835333, + "FN": 2698, + "FP": 2719, + "IoU": 0.8099498298424728, + "TN": 2599977, + "TP": 23086, + "n_pred": 25805, + "n_ref": 25784 + }, + "10": { + "Dice": 0.6655719139297849, + "FN": 1734, + "FP": 10078, + "IoU": 0.49876941356191123, + "TN": 2604914, + "TP": 11754, + "n_pred": 21832, + "n_ref": 13488 + }, + "11": { + "Dice": 0.6778416347381865, + "FN": 1407, + "FP": 611, + "IoU": 0.5126780970780005, + "TN": 2624339, + "TP": 2123, + "n_pred": 2734, + "n_ref": 3530 + }, + "12": { + "Dice": 0.7982532751091703, + "FN": 130, + "FP": 101, + "IoU": 0.6642441860465116, + "TN": 2627792, + "TP": 457, + "n_pred": 558, + "n_ref": 587 + }, + "13": { + "Dice": 0.4335289643663938, + "FN": 35557, + "FP": 14344, + "IoU": 0.27675517421299783, + "TN": 2559484, + "TP": 19095, + "n_pred": 33439, + "n_ref": 54652 + }, + "14": { + "Dice": 0.8470197208065589, + "FN": 3537, + "FP": 10271, + "IoU": 0.7346350463158704, + "TN": 2576446, + "TP": 38226, + "n_pred": 48497, + "n_ref": 41763 + }, + "15": { + "Dice": 0.825812868798473, + "FN": 8967, + "FP": 16951, + "IoU": 0.7033060121800448, + "TN": 2541124, + "TP": 61438, + "n_pred": 78389, + "n_ref": 70405 + }, + "2": { + "Dice": 0.9428811893425304, + "FN": 2659, + "FP": 7046, + "IoU": 0.8919349271214939, + "TN": 2538673, + "TP": 80102, + "n_pred": 87148, + "n_ref": 82761 + }, + "3": { + "Dice": 0.950167229519127, + "FN": 3846, + "FP": 5347, + "IoU": 0.9050653172923013, + "TN": 2531645, + "TP": 87642, + "n_pred": 92989, + "n_ref": 91488 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1965, + "IoU": 0.0, + "TN": 2626515, + "TP": 0, + "n_pred": 1965, + "n_ref": 0 + }, + "5": { + "Dice": 0.5238095238095238, + "FN": 160, + "FP": 0, + "IoU": 0.3548387096774194, + "TN": 2628232, + "TP": 88, + "n_pred": 88, + "n_ref": 248 + }, + "6": { + "Dice": 0.9166672507692631, + "FN": 5870, + "FP": 17908, + "IoU": 0.8461548415481567, + "TN": 2473922, + "TP": 130780, + "n_pred": 148688, + "n_ref": 136650 + }, + "7": { + "Dice": 0.5633300921826705, + "FN": 77698, + "FP": 2689, + "IoU": 0.39210822828363795, + "TN": 2496241, + "TP": 51852, + "n_pred": 54541, + "n_ref": 129550 + }, + "8": { + "Dice": 0.9323347492361577, + "FN": 1499, + "FP": 317, + "IoU": 0.8732463181405737, + "TN": 2614153, + "TP": 12511, + "n_pred": 12828, + "n_ref": 14010 + }, + "9": { + "Dice": 0.5408287452912199, + "FN": 10395, + "FP": 5451, + "IoU": 0.3706410358249265, + "TN": 2603302, + "TP": 9332, + "n_pred": 14783, + "n_ref": 19727 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9404362019208024, + "FN": 405, + "FP": 854, + "IoU": 0.8875692087872834, + "TN": 1565890, + "TP": 9939, + "n_pred": 10793, + "n_ref": 10344 + }, + "10": { + "Dice": 0.8159558823529411, + "FN": 2220, + "FP": 2786, + "IoU": 0.6891262497671241, + "TN": 1560985, + "TP": 11097, + "n_pred": 13883, + "n_ref": 13317 + }, + "11": { + "Dice": 0.7929075572387674, + "FN": 252, + "FP": 951, + "IoU": 0.65687393040502, + "TN": 1573582, + "TP": 2303, + "n_pred": 3254, + "n_ref": 2555 + }, + "12": { + "Dice": 0.8250983074029749, + "FN": 590, + "FP": 433, + "IoU": 0.7022700814901047, + "TN": 1573652, + "TP": 2413, + "n_pred": 2846, + "n_ref": 3003 + }, + "13": { + "Dice": 0.8350225225225225, + "FN": 1343, + "FP": 1587, + "IoU": 0.7167713871435476, + "TN": 1566743, + "TP": 7415, + "n_pred": 9002, + "n_ref": 8758 + }, + "14": { + "Dice": 0.8747384400771345, + "FN": 1459, + "FP": 1594, + "IoU": 0.7773645445927222, + "TN": 1563375, + "TP": 10660, + "n_pred": 12254, + "n_ref": 12119 + }, + "15": { + "Dice": 0.8003839601511626, + "FN": 1468, + "FP": 21615, + "IoU": 0.6672001153402537, + "TN": 1507728, + "TP": 46277, + "n_pred": 67892, + "n_ref": 47745 + }, + "2": { + "Dice": 0.9678313067569647, + "FN": 1052, + "FP": 620, + "IoU": 0.9376677602147331, + "TN": 1550264, + "TP": 25152, + "n_pred": 25772, + "n_ref": 26204 + }, + "3": { + "Dice": 0.9527480069690091, + "FN": 1121, + "FP": 1564, + "IoU": 0.9097600322645695, + "TN": 1547334, + "TP": 27069, + "n_pred": 28633, + "n_ref": 28190 + }, + "4": { + "Dice": 0.7864103239399526, + "FN": 476, + "FP": 335, + "IoU": 0.6480034722222222, + "TN": 1574784, + "TP": 1493, + "n_pred": 1828, + "n_ref": 1969 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9352528447304322, + "FN": 1045, + "FP": 6079, + "IoU": 0.8783802239825185, + "TN": 1518512, + "TP": 51452, + "n_pred": 57531, + "n_ref": 52497 + }, + "7": { + "Dice": 0.951654005192807, + "FN": 14340, + "FP": 1748, + "IoU": 0.9077671016121265, + "TN": 1402660, + "TP": 158340, + "n_pred": 160088, + "n_ref": 172680 + }, + "8": { + "Dice": 0.935878054925674, + "FN": 638, + "FP": 380, + "IoU": 0.879483840416716, + "TN": 1568641, + "TP": 7429, + "n_pred": 7809, + "n_ref": 8067 + }, + "9": { + "Dice": 0.9070574042424852, + "FN": 1239, + "FP": 2459, + "IoU": 0.8299222738352573, + "TN": 1555345, + "TP": 18045, + "n_pred": 20504, + "n_ref": 19284 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9511723284067167, + "FN": 650, + "FP": 612, + "IoU": 0.9068909546997196, + "TN": 1913998, + "TP": 12292, + "n_pred": 12904, + "n_ref": 12942 + }, + "10": { + "Dice": 0.8611346146097748, + "FN": 5235, + "FP": 8551, + "IoU": 0.7561338026923281, + "TN": 1871021, + "TP": 42745, + "n_pred": 51296, + "n_ref": 47980 + }, + "11": { + "Dice": 0.5, + "FN": 90, + "FP": 8, + "IoU": 0.3333333333333333, + "TN": 1927405, + "TP": 49, + "n_pred": 57, + "n_ref": 139 + }, + "12": { + "Dice": 0.8795565977403539, + "FN": 213, + "FP": 352, + "IoU": 0.7850076103500762, + "TN": 1924924, + "TP": 2063, + "n_pred": 2415, + "n_ref": 2276 + }, + "13": { + "Dice": 0.7441673787513918, + "FN": 7753, + "FP": 12007, + "IoU": 0.5925689189467824, + "TN": 1879053, + "TP": 28739, + "n_pred": 40746, + "n_ref": 36492 + }, + "14": { + "Dice": 0.8906245662092005, + "FN": 10128, + "FP": 1691, + "IoU": 0.8028161964664076, + "TN": 1867613, + "TP": 48120, + "n_pred": 49811, + "n_ref": 58248 + }, + "15": { + "Dice": 0.786589016491591, + "FN": 1041, + "FP": 2880, + "IoU": 0.6482461648874136, + "TN": 1916405, + "TP": 7226, + "n_pred": 10106, + "n_ref": 8267 + }, + "2": { + "Dice": 0.9610212765957447, + "FN": 3721, + "FP": 2691, + "IoU": 0.9249672346002621, + "TN": 1842096, + "TP": 79044, + "n_pred": 81735, + "n_ref": 82765 + }, + "3": { + "Dice": 0.9630301037146364, + "FN": 2535, + "FP": 2074, + "IoU": 0.9286962979006482, + "TN": 1862913, + "TP": 60030, + "n_pred": 62104, + "n_ref": 62565 + }, + "4": { + "Dice": 0.3815580286168522, + "FN": 327, + "FP": 62, + "IoU": 0.2357563850687623, + "TN": 1927043, + "TP": 120, + "n_pred": 182, + "n_ref": 447 + }, + "5": { + "Dice": 0.5847953216374269, + "FN": 63, + "FP": 8, + "IoU": 0.4132231404958678, + "TN": 1927431, + "TP": 50, + "n_pred": 58, + "n_ref": 113 + }, + "6": { + "Dice": 0.946212984258682, + "FN": 4372, + "FP": 3135, + "IoU": 0.8979167233267155, + "TN": 1854014, + "TP": 66031, + "n_pred": 69166, + "n_ref": 70403 + }, + "7": { + "Dice": 0.9503920245919187, + "FN": 5088, + "FP": 7193, + "IoU": 0.9054733260981673, + "TN": 1797631, + "TP": 117640, + "n_pred": 124833, + "n_ref": 122728 + }, + "8": { + "Dice": 0.9192687634835925, + "FN": 1585, + "FP": 1259, + "IoU": 0.8505988653078378, + "TN": 1908516, + "TP": 16192, + "n_pred": 17451, + "n_ref": 17777 + }, + "9": { + "Dice": 0.9398691838858332, + "FN": 1598, + "FP": 1638, + "IoU": 0.8865596298114001, + "TN": 1899026, + "TP": 25290, + "n_pred": 26928, + "n_ref": 26888 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9817605075337034, + "FN": 462, + "FP": 136, + "IoU": 0.9641744548286605, + "TN": 2086092, + "TP": 16094, + "n_pred": 16230, + "n_ref": 16556 + }, + "10": { + "Dice": 0.9189700870882241, + "FN": 2415, + "FP": 1865, + "IoU": 0.8500875656742557, + "TN": 2074234, + "TP": 24270, + "n_pred": 26135, + "n_ref": 26685 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.03333333333333333, + "FN": 58, + "FP": 0, + "IoU": 0.01694915254237288, + "TN": 2102725, + "TP": 1, + "n_pred": 1, + "n_ref": 59 + }, + "13": { + "Dice": 0.8609770860354518, + "FN": 4213, + "FP": 3826, + "IoU": 0.7558909267581684, + "TN": 2069852, + "TP": 24893, + "n_pred": 28719, + "n_ref": 29106 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.971182510765154, + "FN": 164, + "FP": 97, + "IoU": 0.943979394719897, + "TN": 2098125, + "TP": 4398, + "n_pred": 4495, + "n_ref": 4562 + }, + "3": { + "Dice": 0.9745967977018927, + "FN": 2497, + "FP": 2296, + "IoU": 0.9504522665012664, + "TN": 2006049, + "TP": 91942, + "n_pred": 94238, + "n_ref": 94439 + }, + "4": { + "Dice": 0.9265043780661989, + "FN": 5896, + "FP": 3572, + "IoU": 0.863072339687039, + "TN": 2033638, + "TP": 59678, + "n_pred": 63250, + "n_ref": 65574 + }, + "5": { + "Dice": 0.709913768810235, + "FN": 266, + "FP": 4881, + "IoU": 0.5502839667977283, + "TN": 2091339, + "TP": 6298, + "n_pred": 11179, + "n_ref": 6564 + }, + "6": { + "Dice": 0.973779982881836, + "FN": 4955, + "FP": 2581, + "IoU": 0.9488998135277166, + "TN": 1955309, + "TP": 139939, + "n_pred": 142520, + "n_ref": 144894 + }, + "7": { + "Dice": 0.9209561909834595, + "FN": 11588, + "FP": 2065, + "IoU": 0.8534928640412062, + "TN": 2009594, + "TP": 79537, + "n_pred": 81602, + "n_ref": 91125 + }, + "8": { + "Dice": 0.978561487288839, + "FN": 411, + "FP": 1268, + "IoU": 0.9580229011450573, + "TN": 2062786, + "TP": 38319, + "n_pred": 39587, + "n_ref": 38730 + }, + "9": { + "Dice": 0.9644673575309414, + "FN": 1019, + "FP": 1028, + "IoU": 0.931373206383264, + "TN": 2072956, + "TP": 27781, + "n_pred": 28809, + "n_ref": 28800 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9202210510593808, + "FN": 3141, + "FP": 598, + "IoU": 0.8522309607556416, + "TN": 3479337, + "TP": 21564, + "n_pred": 22162, + "n_ref": 24705 + }, + "10": { + "Dice": 0.8289320039522141, + "FN": 4126, + "FP": 3492, + "IoU": 0.7078427612655801, + "TN": 3478565, + "TP": 18457, + "n_pred": 21949, + "n_ref": 22583 + }, + "11": { + "Dice": 0.8282016956715752, + "FN": 305, + "FP": 80, + "IoU": 0.7067783701447068, + "TN": 3503327, + "TP": 928, + "n_pred": 1008, + "n_ref": 1233 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6228714619283559, + "FN": 12291, + "FP": 953, + "IoU": 0.4522972581779083, + "TN": 3480459, + "TP": 10937, + "n_pred": 11890, + "n_ref": 23228 + }, + "14": { + "Dice": 0.9240981996726677, + "FN": 3394, + "FP": 2403, + "IoU": 0.8589057099742005, + "TN": 3463554, + "TP": 35289, + "n_pred": 37692, + "n_ref": 38683 + }, + "15": { + "Dice": 0.7624135763670647, + "FN": 930, + "FP": 5874, + "IoU": 0.6160487557135602, + "TN": 3486919, + "TP": 10917, + "n_pred": 16791, + "n_ref": 11847 + }, + "2": { + "Dice": 0.9680443965874265, + "FN": 2658, + "FP": 1200, + "IoU": 0.9380678717051402, + "TN": 3442346, + "TP": 58436, + "n_pred": 59636, + "n_ref": 61094 + }, + "3": { + "Dice": 0.9049104228621165, + "FN": 69, + "FP": 1242, + "IoU": 0.8263346138561399, + "TN": 3497091, + "TP": 6238, + "n_pred": 7480, + "n_ref": 6307 + }, + "4": { + "Dice": 0.8854020340506827, + "FN": 3414, + "FP": 4744, + "IoU": 0.7943689662994984, + "TN": 3464967, + "TP": 31515, + "n_pred": 36259, + "n_ref": 34929 + }, + "5": { + "Dice": 0.8340691685062546, + "FN": 633, + "FP": 269, + "IoU": 0.715367623856106, + "TN": 3501471, + "TP": 2267, + "n_pred": 2536, + "n_ref": 2900 + }, + "6": { + "Dice": 0.9253612858618364, + "FN": 13879, + "FP": 3609, + "IoU": 0.8610905913658208, + "TN": 3378745, + "TP": 108407, + "n_pred": 112016, + "n_ref": 122286 + }, + "7": { + "Dice": 0.9199371148040625, + "FN": 2922, + "FP": 5379, + "IoU": 0.8517440302905824, + "TN": 3448649, + "TP": 47690, + "n_pred": 53069, + "n_ref": 50612 + }, + "8": { + "Dice": 0.9760463673888402, + "FN": 1664, + "FP": 576, + "IoU": 0.9532134427804583, + "TN": 3456763, + "TP": 45637, + "n_pred": 46213, + "n_ref": 47301 + }, + "9": { + "Dice": 0.8697125496611358, + "FN": 798, + "FP": 1432, + "IoU": 0.7694613873668975, + "TN": 3494967, + "TP": 7443, + "n_pred": 8875, + "n_ref": 8241 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9790369893396293, + "FN": 202, + "FP": 91, + "IoU": 0.9589348283111423, + "TN": 6125985, + "TP": 6842, + "n_pred": 6933, + "n_ref": 7044 + }, + "10": { + "Dice": 0.9384660051577204, + "FN": 1686, + "FP": 1917, + "IoU": 0.8840658987064804, + "TN": 6102042, + "TP": 27475, + "n_pred": 29392, + "n_ref": 29161 + }, + "11": { + "Dice": 0.8083209509658247, + "FN": 365, + "FP": 280, + "IoU": 0.6783042394014963, + "TN": 6131115, + "TP": 1360, + "n_pred": 1640, + "n_ref": 1725 + }, + "12": { + "Dice": 0.8435643564356435, + "FN": 459, + "FP": 252, + "IoU": 0.7294520547945206, + "TN": 6130492, + "TP": 1917, + "n_pred": 2169, + "n_ref": 2376 + }, + "13": { + "Dice": 0.8960866823662639, + "FN": 4937, + "FP": 3138, + "IoU": 0.8117364543504616, + "TN": 6090228, + "TP": 34817, + "n_pred": 37955, + "n_ref": 39754 + }, + "14": { + "Dice": 0.36890884376158506, + "FN": 2387, + "FP": 43576, + "IoU": 0.22617303904237587, + "TN": 6073723, + "TP": 13434, + "n_pred": 57010, + "n_ref": 15821 + }, + "15": { + "Dice": 0.8379443817576736, + "FN": 659, + "FP": 22033, + "IoU": 0.7210880173060141, + "TN": 6051761, + "TP": 58667, + "n_pred": 80700, + "n_ref": 59326 + }, + "2": { + "Dice": 0.9850310927528749, + "FN": 1367, + "FP": 1938, + "IoU": 0.9705037126945595, + "TN": 6021072, + "TP": 108743, + "n_pred": 110681, + "n_ref": 110110 + }, + "3": { + "Dice": 0.9772511725195203, + "FN": 1203, + "FP": 548, + "IoU": 0.9555143416071746, + "TN": 6093759, + "TP": 37610, + "n_pred": 38158, + "n_ref": 38813 + }, + "4": { + "Dice": 0.9260566567110146, + "FN": 389, + "FP": 1245, + "IoU": 0.8622956345862127, + "TN": 6121254, + "TP": 10232, + "n_pred": 11477, + "n_ref": 10621 + }, + "5": { + "Dice": 0.8780264263346826, + "FN": 997, + "FP": 600, + "IoU": 0.782573179033356, + "TN": 6125775, + "TP": 5748, + "n_pred": 6348, + "n_ref": 6745 + }, + "6": { + "Dice": 0.9716522202598998, + "FN": 6515, + "FP": 6037, + "IoU": 0.9448673293245896, + "TN": 5905451, + "TP": 215117, + "n_pred": 221154, + "n_ref": 221632 + }, + "7": { + "Dice": 0.9122188628842465, + "FN": 21835, + "FP": 19306, + "IoU": 0.8386051492885697, + "TN": 5878211, + "TP": 213768, + "n_pred": 233074, + "n_ref": 235603 + }, + "8": { + "Dice": 0.9752266256504238, + "FN": 760, + "FP": 754, + "IoU": 0.9516510187136744, + "TN": 6101806, + "TP": 29800, + "n_pred": 30554, + "n_ref": 30560 + }, + "9": { + "Dice": 0.8867263330392033, + "FN": 4291, + "FP": 4695, + "IoU": 0.7965034648308348, + "TN": 6088962, + "TP": 35172, + "n_pred": 39867, + "n_ref": 39463 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8571428571428571, + "FN": 12, + "FP": 4, + "IoU": 0.75, + "TN": 4555968, + "TP": 48, + "n_pred": 52, + "n_ref": 60 + }, + "10": { + "Dice": 0.9407882939425456, + "FN": 1370, + "FP": 1932, + "IoU": 0.8881966547030541, + "TN": 4526498, + "TP": 26232, + "n_pred": 28164, + "n_ref": 27602 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4556032, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4556032, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.903096592625845, + "FN": 9998, + "FP": 1227, + "IoU": 0.8233146023201272, + "TN": 4492501, + "TP": 52306, + "n_pred": 53533, + "n_ref": 62304 + }, + "14": { + "Dice": 0.9213510022484811, + "FN": 3510, + "FP": 3066, + "IoU": 0.8541712866456734, + "TN": 4510938, + "TP": 38518, + "n_pred": 41584, + "n_ref": 42028 + }, + "15": { + "Dice": 0.8856350259317332, + "FN": 1031, + "FP": 3710, + "IoU": 0.7947441336912286, + "TN": 4532934, + "TP": 18357, + "n_pred": 22067, + "n_ref": 19388 + }, + "2": { + "Dice": 0.9451386931420757, + "FN": 8107, + "FP": 2403, + "IoU": 0.8959838483007067, + "TN": 4454990, + "TP": 90532, + "n_pred": 92935, + "n_ref": 98639 + }, + "3": { + "Dice": 0.9380615329895073, + "FN": 1527, + "FP": 7180, + "IoU": 0.8833482938331481, + "TN": 4481391, + "TP": 65934, + "n_pred": 73114, + "n_ref": 67461 + }, + "4": { + "Dice": 0.9511094466810224, + "FN": 2128, + "FP": 483, + "IoU": 0.9067766352470723, + "TN": 4528024, + "TP": 25397, + "n_pred": 25880, + "n_ref": 27525 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4556032, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9771048649166755, + "FN": 6155, + "FP": 6266, + "IoU": 0.9552346388245173, + "TN": 4278563, + "TP": 265048, + "n_pred": 271314, + "n_ref": 271203 + }, + "7": { + "Dice": 0.9416082704515712, + "FN": 2401, + "FP": 14956, + "IoU": 0.8896595127905202, + "TN": 4398728, + "TP": 139947, + "n_pred": 154903, + "n_ref": 142348 + }, + "8": { + "Dice": 0.0890295358649789, + "FN": 12, + "FP": 4306, + "IoU": 0.046588650916317066, + "TN": 4551503, + "TP": 211, + "n_pred": 4517, + "n_ref": 223 + }, + "9": { + "Dice": 0.9353978043126449, + "FN": 1864, + "FP": 1090, + "IoU": 0.8786359901396877, + "TN": 4531692, + "TP": 21386, + "n_pred": 22476, + "n_ref": 23250 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8774452432703561, + "FN": 599, + "FP": 1600, + "IoU": 0.7816502829907656, + "TN": 1917481, + "TP": 7872, + "n_pred": 9472, + "n_ref": 8471 + }, + "11": { + "Dice": 0.4448311869126349, + "FN": 1366, + "FP": 229, + "IoU": 0.28603401969561326, + "TN": 1925318, + "TP": 639, + "n_pred": 868, + "n_ref": 2005 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6565807817421387, + "FN": 19323, + "FP": 630, + "IoU": 0.48873856560842494, + "TN": 1888525, + "TP": 19074, + "n_pred": 19704, + "n_ref": 38397 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9744495538569297, + "FN": 1832, + "FP": 1524, + "IoU": 0.9501722294809359, + "TN": 1860200, + "TP": 63996, + "n_pred": 65520, + "n_ref": 65828 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.789272030651341, + "FN": 383, + "FP": 112, + "IoU": 0.6518987341772152, + "TN": 1926130, + "TP": 927, + "n_pred": 1039, + "n_ref": 1310 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9768263368422047, + "FN": 5746, + "FP": 4068, + "IoU": 0.9547023853482017, + "TN": 1710896, + "TP": 206842, + "n_pred": 210910, + "n_ref": 212588 + }, + "7": { + "Dice": 0.729255374389864, + "FN": 1595, + "FP": 8833, + "IoU": 0.5738803530565544, + "TN": 1903080, + "TP": 14044, + "n_pred": 22877, + "n_ref": 15639 + }, + "8": { + "Dice": 0.9542934212498126, + "FN": 1283, + "FP": 2072, + "IoU": 0.9125824018343365, + "TN": 1889173, + "TP": 35024, + "n_pred": 37096, + "n_ref": 36307 + }, + "9": { + "Dice": 0.9222677075399848, + "FN": 758, + "FP": 2508, + "IoU": 0.8557484210061393, + "TN": 1904911, + "TP": 19375, + "n_pred": 21883, + "n_ref": 20133 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8, + "FN": 3393, + "FP": 184, + "IoU": 0.6666666666666666, + "TN": 2442517, + "TP": 7154, + "n_pred": 7338, + "n_ref": 10547 + }, + "10": { + "Dice": 0.693965753049948, + "FN": 19380, + "FP": 2996, + "IoU": 0.5313534118041302, + "TN": 2405502, + "TP": 25370, + "n_pred": 28366, + "n_ref": 44750 + }, + "11": { + "Dice": 0.0, + "FN": 88, + "FP": 0, + "IoU": 0.0, + "TN": 2453160, + "TP": 0, + "n_pred": 0, + "n_ref": 88 + }, + "12": { + "Dice": 0.0, + "FN": 130, + "FP": 0, + "IoU": 0.0, + "TN": 2453118, + "TP": 0, + "n_pred": 0, + "n_ref": 130 + }, + "13": { + "Dice": 0.6792667937367511, + "FN": 6586, + "FP": 11419, + "IoU": 0.5143103773839389, + "TN": 2416177, + "TP": 19066, + "n_pred": 30485, + "n_ref": 25652 + }, + "14": { + "Dice": 0.8617212770852789, + "FN": 6737, + "FP": 3480, + "IoU": 0.7570389042138305, + "TN": 2411196, + "TP": 31835, + "n_pred": 35315, + "n_ref": 38572 + }, + "15": { + "Dice": 0.6791023842917251, + "FN": 6589, + "FP": 7139, + "IoU": 0.5141218942450626, + "TN": 2424994, + "TP": 14526, + "n_pred": 21665, + "n_ref": 21115 + }, + "2": { + "Dice": 0.8736394425915872, + "FN": 18223, + "FP": 1327, + "IoU": 0.7756303581880574, + "TN": 2366115, + "TP": 67583, + "n_pred": 68910, + "n_ref": 85806 + }, + "3": { + "Dice": 0.8859098586541025, + "FN": 4216, + "FP": 15035, + "IoU": 0.7951868756183971, + "TN": 2359255, + "TP": 74742, + "n_pred": 89777, + "n_ref": 78958 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9086972212197763, + "FN": 294, + "FP": 465, + "IoU": 0.8326719576719577, + "TN": 2448712, + "TP": 3777, + "n_pred": 4242, + "n_ref": 4071 + }, + "6": { + "Dice": 0.9342760740338977, + "FN": 15950, + "FP": 14223, + "IoU": 0.8766586273147202, + "TN": 2208618, + "TP": 214457, + "n_pred": 228680, + "n_ref": 230407 + }, + "7": { + "Dice": 0.8920697218053792, + "FN": 11037, + "FP": 6728, + "IoU": 0.80516774327985, + "TN": 2362067, + "TP": 73416, + "n_pred": 80144, + "n_ref": 84453 + }, + "8": { + "Dice": 0.9582728164867517, + "FN": 978, + "FP": 1148, + "IoU": 0.9198884618283216, + "TN": 2426710, + "TP": 24412, + "n_pred": 25560, + "n_ref": 25390 + }, + "9": { + "Dice": 0.8149174849089355, + "FN": 2332, + "FP": 11956, + "IoU": 0.6876461972323634, + "TN": 2407505, + "TP": 31455, + "n_pred": 43411, + "n_ref": 33787 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9227556109725685, + "FN": 420, + "FP": 2058, + "IoU": 0.8565889229700793, + "TN": 3136897, + "TP": 14801, + "n_pred": 16859, + "n_ref": 15221 + }, + "10": { + "Dice": 0.8618731636459674, + "FN": 4959, + "FP": 3409, + "IoU": 0.7572733865119652, + "TN": 3119701, + "TP": 26107, + "n_pred": 29516, + "n_ref": 31066 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8877762055077827, + "FN": 568, + "FP": 463, + "IoU": 0.7981992562145234, + "TN": 3149067, + "TP": 4078, + "n_pred": 4541, + "n_ref": 4646 + }, + "13": { + "Dice": 0.7727322704782847, + "FN": 2578, + "FP": 1556, + "IoU": 0.629636265902168, + "TN": 3143014, + "TP": 7028, + "n_pred": 8584, + "n_ref": 9606 + }, + "14": { + "Dice": 0.9346740473651245, + "FN": 6973, + "FP": 745, + "IoU": 0.877359689823937, + "TN": 3091244, + "TP": 55214, + "n_pred": 55959, + "n_ref": 62187 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 17269, + "IoU": 0.0, + "TN": 3136907, + "TP": 0, + "n_pred": 17269, + "n_ref": 0 + }, + "2": { + "Dice": 0.9742760955678538, + "FN": 3663, + "FP": 1701, + "IoU": 0.9498424394303507, + "TN": 3047233, + "TP": 101579, + "n_pred": 103280, + "n_ref": 105242 + }, + "3": { + "Dice": 0.9598404036526175, + "FN": 1100, + "FP": 4758, + "IoU": 0.9227818567681215, + "TN": 3078313, + "TP": 70005, + "n_pred": 74763, + "n_ref": 71105 + }, + "4": { + "Dice": 0.8410899445382204, + "FN": 1014, + "FP": 304, + "IoU": 0.7257594673325011, + "TN": 3149370, + "TP": 3488, + "n_pred": 3792, + "n_ref": 4502 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9741835094994, + "FN": 4212, + "FP": 1877, + "IoU": 0.9496664544981112, + "TN": 3033203, + "TP": 114884, + "n_pred": 116761, + "n_ref": 119096 + }, + "7": { + "Dice": 0.9298952245564155, + "FN": 5039, + "FP": 10939, + "IoU": 0.8689758665649832, + "TN": 3032229, + "TP": 105969, + "n_pred": 116908, + "n_ref": 111008 + }, + "8": { + "Dice": 0.7899461400359067, + "FN": 234, + "FP": 0, + "IoU": 0.6528189910979229, + "TN": 3153502, + "TP": 440, + "n_pred": 440, + "n_ref": 674 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9417838312829525, + "FN": 2044, + "FP": 606, + "IoU": 0.8899730122482873, + "TN": 2078699, + "TP": 21435, + "n_pred": 22041, + "n_ref": 23479 + }, + "11": { + "Dice": 0.7272345782626941, + "FN": 954, + "FP": 346, + "IoU": 0.5713814704912628, + "TN": 2099751, + "TP": 1733, + "n_pred": 2079, + "n_ref": 2687 + }, + "12": { + "Dice": 0.935672514619883, + "FN": 2, + "FP": 9, + "IoU": 0.8791208791208791, + "TN": 2102693, + "TP": 80, + "n_pred": 89, + "n_ref": 82 + }, + "13": { + "Dice": 0.652273470722931, + "FN": 142, + "FP": 921, + "IoU": 0.48398058252427184, + "TN": 2100724, + "TP": 997, + "n_pred": 1918, + "n_ref": 1139 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9847191011235955, + "FN": 607, + "FP": 209, + "IoU": 0.9698981850376273, + "TN": 2075676, + "TP": 26292, + "n_pred": 26501, + "n_ref": 26899 + }, + "3": { + "Dice": 0.9757837902934446, + "FN": 3639, + "FP": 1187, + "IoU": 0.9527126997658172, + "TN": 2000727, + "TP": 97231, + "n_pred": 98418, + "n_ref": 100870 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7003576426683253, + "FN": 1805, + "FP": 2049, + "IoU": 0.5388849006939459, + "TN": 2094426, + "TP": 4504, + "n_pred": 6553, + "n_ref": 6309 + }, + "6": { + "Dice": 0.9911006777278213, + "FN": 1218, + "FP": 2137, + "IoU": 0.9823583541474957, + "TN": 1912609, + "TP": 186820, + "n_pred": 188957, + "n_ref": 188038 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9246924209628491, + "FN": 7778, + "FP": 1581, + "IoU": 0.8599329521985094, + "TN": 2035966, + "TP": 57459, + "n_pred": 59040, + "n_ref": 65237 + }, + "9": { + "Dice": 0.8702880340228107, + "FN": 200, + "FP": 471, + "IoU": 0.770362765229295, + "TN": 2099862, + "TP": 2251, + "n_pred": 2722, + "n_ref": 2451 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6537801669907355, + "FN": 118, + "FP": 2909, + "IoU": 0.48564146134239594, + "TN": 4550147, + "TP": 2858, + "n_pred": 5767, + "n_ref": 2976 + }, + "10": { + "Dice": 0.9572843350981003, + "FN": 1184, + "FP": 2245, + "IoU": 0.9180684316161712, + "TN": 4514180, + "TP": 38423, + "n_pred": 40668, + "n_ref": 39607 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4556032, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6424384525205158, + "FN": 325, + "FP": 285, + "IoU": 0.47322970639032813, + "TN": 4554874, + "TP": 548, + "n_pred": 833, + "n_ref": 873 + }, + "13": { + "Dice": 0.7776310135748047, + "FN": 7490, + "FP": 6483, + "IoU": 0.6361671657336284, + "TN": 4517627, + "TP": 24432, + "n_pred": 30915, + "n_ref": 31922 + }, + "14": { + "Dice": 0.0871975806451613, + "FN": 41, + "FP": 3581, + "IoU": 0.0455862977602108, + "TN": 4552237, + "TP": 173, + "n_pred": 3754, + "n_ref": 214 + }, + "15": { + "Dice": 0.4307458571307993, + "FN": 1182, + "FP": 59517, + "IoU": 0.27449082042455536, + "TN": 4472368, + "TP": 22965, + "n_pred": 82482, + "n_ref": 24147 + }, + "2": { + "Dice": 0.9676145339652449, + "FN": 212, + "FP": 34, + "IoU": 0.9372609028309105, + "TN": 4552111, + "TP": 3675, + "n_pred": 3709, + "n_ref": 3887 + }, + "3": { + "Dice": 0.9821752728386152, + "FN": 2180, + "FP": 1895, + "IoU": 0.9649748592548025, + "TN": 4439687, + "TP": 112270, + "n_pred": 114165, + "n_ref": 114450 + }, + "4": { + "Dice": 0.7738507593686818, + "FN": 11721, + "FP": 2708, + "IoU": 0.6311228141936803, + "TN": 4516916, + "TP": 24687, + "n_pred": 27395, + "n_ref": 36408 + }, + "5": { + "Dice": 0.13520906604142244, + "FN": 2213, + "FP": 0, + "IoU": 0.07250628667225482, + "TN": 4553646, + "TP": 173, + "n_pred": 173, + "n_ref": 2386 + }, + "6": { + "Dice": 0.7061773171622838, + "FN": 653422, + "FP": 6016, + "IoU": 0.5458068764209936, + "TN": 3104143, + "TP": 792451, + "n_pred": 798467, + "n_ref": 1445873 + }, + "7": { + "Dice": 0.19393447650696657, + "FN": 1448, + "FP": 413816, + "IoU": 0.10737953522964454, + "TN": 4090813, + "TP": 49955, + "n_pred": 463771, + "n_ref": 51403 + }, + "8": { + "Dice": 0.973682577671409, + "FN": 1982, + "FP": 987, + "IoU": 0.9487148483382851, + "TN": 4498140, + "TP": 54923, + "n_pred": 55910, + "n_ref": 56905 + }, + "9": { + "Dice": 0.854375300651594, + "FN": 2184, + "FP": 4476, + "IoU": 0.7457724166889338, + "TN": 4529835, + "TP": 19537, + "n_pred": 24013, + "n_ref": 21721 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9556512629495985, + "FN": 1953, + "FP": 3762, + "IoU": 0.9150691038787339, + "TN": 2911654, + "TP": 61575, + "n_pred": 65337, + "n_ref": 63528 + }, + "10": { + "Dice": 0.5673753382296096, + "FN": 31568, + "FP": 2008, + "IoU": 0.3960390696670444, + "TN": 2923351, + "TP": 22017, + "n_pred": 24025, + "n_ref": 53585 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8420181968569065, + "FN": 47, + "FP": 144, + "IoU": 0.7271428571428571, + "TN": 2978244, + "TP": 509, + "n_pred": 653, + "n_ref": 556 + }, + "13": { + "Dice": 0.8404233282488748, + "FN": 10559, + "FP": 6389, + "IoU": 0.7247673644380207, + "TN": 2917367, + "TP": 44629, + "n_pred": 51018, + "n_ref": 55188 + }, + "14": { + "Dice": 0.6623756149890874, + "FN": 951, + "FP": 8176, + "IoU": 0.49518805309734515, + "TN": 2960864, + "TP": 8953, + "n_pred": 17129, + "n_ref": 9904 + }, + "15": { + "Dice": 0.8770865660412847, + "FN": 11223, + "FP": 4461, + "IoU": 0.7810811942548469, + "TN": 2907301, + "TP": 55959, + "n_pred": 60420, + "n_ref": 67182 + }, + "2": { + "Dice": 0.4444444444444444, + "FN": 921, + "FP": 74, + "IoU": 0.2857142857142857, + "TN": 2977551, + "TP": 398, + "n_pred": 472, + "n_ref": 1319 + }, + "3": { + "Dice": 0.9315602745492187, + "FN": 1101, + "FP": 6866, + "IoU": 0.8718884672284042, + "TN": 2916756, + "TP": 54221, + "n_pred": 61087, + "n_ref": 55322 + }, + "4": { + "Dice": 0.37630402384500744, + "FN": 812, + "FP": 2536, + "IoU": 0.231757687012391, + "TN": 2974586, + "TP": 1010, + "n_pred": 3546, + "n_ref": 1822 + }, + "5": { + "Dice": 0.8779956427015251, + "FN": 164, + "FP": 1068, + "IoU": 0.7825242718446602, + "TN": 2973279, + "TP": 4433, + "n_pred": 5501, + "n_ref": 4597 + }, + "6": { + "Dice": 0.8609298021857104, + "FN": 4238, + "FP": 6884, + "IoU": 0.7558180381136383, + "TN": 2933396, + "TP": 34426, + "n_pred": 41310, + "n_ref": 38664 + }, + "7": { + "Dice": 0.92273810936059, + "FN": 66801, + "FP": 13959, + "IoU": 0.8565587601106892, + "TN": 2415926, + "TP": 482258, + "n_pred": 496217, + "n_ref": 549059 + }, + "8": { + "Dice": 0.9429534966276181, + "FN": 813, + "FP": 2401, + "IoU": 0.8920643449642341, + "TN": 2949167, + "TP": 26563, + "n_pred": 28964, + "n_ref": 27376 + }, + "9": { + "Dice": 0.9085776457788103, + "FN": 1596, + "FP": 1513, + "IoU": 0.8324711714624421, + "TN": 2960386, + "TP": 15449, + "n_pred": 16962, + "n_ref": 17045 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8667664670658682, + "FN": 127, + "FP": 51, + "IoU": 0.7648612945838837, + "TN": 3679115, + "TP": 579, + "n_pred": 630, + "n_ref": 706 + }, + "10": { + "Dice": 0.9375303840544482, + "FN": 4449, + "FP": 5831, + "IoU": 0.8824067719057423, + "TN": 3592452, + "TP": 77140, + "n_pred": 82971, + "n_ref": 81589 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7920792079207921, + "FN": 406, + "FP": 224, + "IoU": 0.6557377049180327, + "TN": 3678042, + "TP": 1200, + "n_pred": 1424, + "n_ref": 1606 + }, + "13": { + "Dice": 0.8730344334107053, + "FN": 3083, + "FP": 4192, + "IoU": 0.7746771146281786, + "TN": 3647585, + "TP": 25012, + "n_pred": 29204, + "n_ref": 28095 + }, + "14": { + "Dice": 0.9429397192402973, + "FN": 655, + "FP": 727, + "IoU": 0.8920396843996563, + "TN": 3667071, + "TP": 11419, + "n_pred": 12146, + "n_ref": 12074 + }, + "15": { + "Dice": 0.9371437181386706, + "FN": 972, + "FP": 1531, + "IoU": 0.8817219544466497, + "TN": 3658710, + "TP": 18659, + "n_pred": 20190, + "n_ref": 19631 + }, + "2": { + "Dice": 0.9726026107103166, + "FN": 1913, + "FP": 3905, + "IoU": 0.9466664222134626, + "TN": 3570785, + "TP": 103269, + "n_pred": 107174, + "n_ref": 105182 + }, + "3": { + "Dice": 0.9785678697411164, + "FN": 2089, + "FP": 3288, + "IoU": 0.9580351359155864, + "TN": 3551741, + "TP": 122754, + "n_pred": 126042, + "n_ref": 124843 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8002338399866377, + "FN": 22, + "FP": 2370, + "IoU": 0.6669915077265767, + "TN": 3672689, + "TP": 4791, + "n_pred": 7161, + "n_ref": 4813 + }, + "6": { + "Dice": 0.9862221493447022, + "FN": 3432, + "FP": 3458, + "IoU": 0.9728187972416404, + "TN": 3426388, + "TP": 246594, + "n_pred": 250052, + "n_ref": 250026 + }, + "7": { + "Dice": 0.9488943747045538, + "FN": 6629, + "FP": 4074, + "IoU": 0.9027583449930042, + "TN": 3569806, + "TP": 99363, + "n_pred": 103437, + "n_ref": 105992 + }, + "8": { + "Dice": 0.926598504501755, + "FN": 2121, + "FP": 6537, + "IoU": 0.8632357122547626, + "TN": 3616566, + "TP": 54648, + "n_pred": 61185, + "n_ref": 56769 + }, + "9": { + "Dice": 0.9232204599088963, + "FN": 1982, + "FP": 816, + "IoU": 0.8573904179408767, + "TN": 3660252, + "TP": 16822, + "n_pred": 17638, + "n_ref": 18804 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9621420602454444, + "FN": 228, + "FP": 281, + "IoU": 0.9270460083130285, + "TN": 2271039, + "TP": 6468, + "n_pred": 6749, + "n_ref": 6696 + }, + "10": { + "Dice": 0.8149685366180212, + "FN": 1245, + "FP": 1519, + "IoU": 0.6877189018190035, + "TN": 2269165, + "TP": 6087, + "n_pred": 7606, + "n_ref": 7332 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7793103448275862, + "FN": 95, + "FP": 33, + "IoU": 0.6384180790960452, + "TN": 2277662, + "TP": 226, + "n_pred": 259, + "n_ref": 321 + }, + "13": { + "Dice": 0.7527101871538442, + "FN": 16389, + "FP": 2453, + "IoU": 0.6034765772970243, + "TN": 2230498, + "TP": 28676, + "n_pred": 31129, + "n_ref": 45065 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 957, + "IoU": 0.0, + "TN": 2277059, + "TP": 0, + "n_pred": 957, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.965735214324471, + "FN": 2162, + "FP": 2890, + "IoU": 0.9337407864019096, + "TN": 2201770, + "TP": 71194, + "n_pred": 74084, + "n_ref": 73356 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.3118617439120189, + "FN": 319, + "FP": 1433, + "IoU": 0.1847370870172173, + "TN": 2275867, + "TP": 397, + "n_pred": 1830, + "n_ref": 716 + }, + "5": { + "Dice": 0.7674494811578373, + "FN": 1139, + "FP": 3119, + "IoU": 0.6226515420063807, + "TN": 2266732, + "TP": 7026, + "n_pred": 10145, + "n_ref": 8165 + }, + "6": { + "Dice": 0.9526453762413316, + "FN": 1559, + "FP": 5775, + "IoU": 0.9095728940619452, + "TN": 2196912, + "TP": 73770, + "n_pred": 79545, + "n_ref": 75329 + }, + "7": { + "Dice": 0.9435824939624198, + "FN": 2127, + "FP": 2662, + "IoU": 0.8931908914512567, + "TN": 2233179, + "TP": 40048, + "n_pred": 42710, + "n_ref": 42175 + }, + "8": { + "Dice": 0.9576050737035844, + "FN": 3428, + "FP": 9333, + "IoU": 0.9186586096556648, + "TN": 2121134, + "TP": 144121, + "n_pred": 153454, + "n_ref": 147549 + }, + "9": { + "Dice": 0.9246440078993867, + "FN": 1168, + "FP": 282, + "IoU": 0.85984921708873, + "TN": 2267670, + "TP": 8896, + "n_pred": 9178, + "n_ref": 10064 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9405259203606311, + "FN": 820, + "FP": 3138, + "IoU": 0.8877290520224655, + "TN": 2067530, + "TP": 31296, + "n_pred": 34434, + "n_ref": 32116 + }, + "10": { + "Dice": 0.859393784371403, + "FN": 4884, + "FP": 613, + "IoU": 0.7534535342662361, + "TN": 2080488, + "TP": 16799, + "n_pred": 17412, + "n_ref": 21683 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8384236453201971, + "FN": 1045, + "FP": 267, + "IoU": 0.7217981340118744, + "TN": 2098068, + "TP": 3404, + "n_pred": 3671, + "n_ref": 4449 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9598849452976527, + "FN": 1423, + "FP": 139, + "IoU": 0.9228641975308642, + "TN": 2082534, + "TP": 18688, + "n_pred": 18827, + "n_ref": 20111 + }, + "15": { + "Dice": 0.020905923344947737, + "FN": 562, + "FP": 0, + "IoU": 0.01056338028169014, + "TN": 2102216, + "TP": 6, + "n_pred": 6, + "n_ref": 568 + }, + "2": { + "Dice": 0.08285406926227812, + "FN": 218, + "FP": 88448, + "IoU": 0.0432174035027139, + "TN": 2010113, + "TP": 4005, + "n_pred": 92453, + "n_ref": 4223 + }, + "3": { + "Dice": 0.18158350385644578, + "FN": 103441, + "FP": 547, + "IoU": 0.09985803815657353, + "TN": 1987260, + "TP": 11536, + "n_pred": 12083, + "n_ref": 114977 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.875721027792344, + "FN": 1226, + "FP": 670, + "IoU": 0.7789179104477612, + "TN": 2094208, + "TP": 6680, + "n_pred": 7350, + "n_ref": 7906 + }, + "6": { + "Dice": 0.9842068098444793, + "FN": 1430, + "FP": 404, + "IoU": 0.9689047134621905, + "TN": 2043804, + "TP": 57146, + "n_pred": 57550, + "n_ref": 58576 + }, + "7": { + "Dice": 0.988914945215018, + "FN": 2505, + "FP": 1650, + "IoU": 0.9780729529478817, + "TN": 1913292, + "TP": 185337, + "n_pred": 186987, + "n_ref": 187842 + }, + "8": { + "Dice": 0.9704681051258474, + "FN": 200, + "FP": 1181, + "IoU": 0.9426304420073114, + "TN": 2078712, + "TP": 22691, + "n_pred": 23872, + "n_ref": 22891 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 101, + "IoU": 0.0, + "TN": 2102683, + "TP": 0, + "n_pred": 101, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9667447014389612, + "FN": 2230, + "FP": 3097, + "IoU": 0.9356300449514234, + "TN": 3421884, + "TP": 77429, + "n_pred": 80526, + "n_ref": 79659 + }, + "10": { + "Dice": 0.9111526416809779, + "FN": 3699, + "FP": 3337, + "IoU": 0.8368047501971517, + "TN": 3461526, + "TP": 36078, + "n_pred": 39415, + "n_ref": 39777 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8348733557995435, + "FN": 609, + "FP": 910, + "IoU": 0.7165515954469117, + "TN": 3499281, + "TP": 3840, + "n_pred": 4750, + "n_ref": 4449 + }, + "13": { + "Dice": 0.9162377164248947, + "FN": 1654, + "FP": 2642, + "IoU": 0.8454231433506045, + "TN": 3476848, + "TP": 23496, + "n_pred": 26138, + "n_ref": 25150 + }, + "14": { + "Dice": 0.8931233706320554, + "FN": 169491, + "FP": 3103, + "IoU": 0.8068861035958923, + "TN": 2610898, + "TP": 721148, + "n_pred": 724251, + "n_ref": 890639 + }, + "15": { + "Dice": 0.752376069231154, + "FN": 33100, + "FP": 6502, + "IoU": 0.6030471608279456, + "TN": 3404875, + "TP": 60163, + "n_pred": 66665, + "n_ref": 93263 + }, + "2": { + "Dice": 0.9790790077416458, + "FN": 1158, + "FP": 985, + "IoU": 0.959015452876377, + "TN": 3452352, + "TP": 50145, + "n_pred": 51130, + "n_ref": 51303 + }, + "3": { + "Dice": 0.9709783818987794, + "FN": 2374, + "FP": 4533, + "IoU": 0.9435937640362267, + "TN": 3382189, + "TP": 115544, + "n_pred": 120077, + "n_ref": 117918 + }, + "4": { + "Dice": 0.8710841086007215, + "FN": 189, + "FP": 490, + "IoU": 0.7716111671712075, + "TN": 3501667, + "TP": 2294, + "n_pred": 2784, + "n_ref": 2483 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6820624061404973, + "FN": 5098, + "FP": 52064, + "IoU": 0.5175225362098653, + "TN": 3386164, + "TP": 61314, + "n_pred": 113378, + "n_ref": 66412 + }, + "7": { + "Dice": 0.3594443391804701, + "FN": 662, + "FP": 63571, + "IoU": 0.21909914290924565, + "TN": 3422385, + "TP": 18022, + "n_pred": 81593, + "n_ref": 18684 + }, + "8": { + "Dice": 0.9635252730975745, + "FN": 90, + "FP": 501, + "IoU": 0.9296177206145052, + "TN": 3496243, + "TP": 7806, + "n_pred": 8307, + "n_ref": 7896 + }, + "9": { + "Dice": 0.9528694205711117, + "FN": 494, + "FP": 1206, + "IoU": 0.9099814667725709, + "TN": 3485755, + "TP": 17185, + "n_pred": 18391, + "n_ref": 17679 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8550537634408603, + "FN": 1897, + "FP": 3832, + "IoU": 0.7468069120961683, + "TN": 2255389, + "TP": 16898, + "n_pred": 20730, + "n_ref": 18795 + }, + "11": { + "Dice": 0.8761904761904762, + "FN": 20, + "FP": 19, + "IoU": 0.7796610169491526, + "TN": 2277839, + "TP": 138, + "n_pred": 157, + "n_ref": 158 + }, + "12": { + "Dice": 0.8172043010752689, + "FN": 20, + "FP": 31, + "IoU": 0.6909090909090909, + "TN": 2277851, + "TP": 114, + "n_pred": 145, + "n_ref": 134 + }, + "13": { + "Dice": 0.8544949794898001, + "FN": 7467, + "FP": 3068, + "IoU": 0.7459548096168223, + "TN": 2236547, + "TP": 30934, + "n_pred": 34002, + "n_ref": 38401 + }, + "14": { + "Dice": 0.8714511330664414, + "FN": 5991, + "FP": 1009, + "IoU": 0.7721873271064537, + "TN": 2247289, + "TP": 23727, + "n_pred": 24736, + "n_ref": 29718 + }, + "15": { + "Dice": 0.9307228915662651, + "FN": 975, + "FP": 1509, + "IoU": 0.8704225352112676, + "TN": 2258846, + "TP": 16686, + "n_pred": 18195, + "n_ref": 17661 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.930361425853941, + "FN": 604, + "FP": 1080, + "IoU": 0.8697904585169721, + "TN": 2265083, + "TP": 11249, + "n_pred": 12329, + "n_ref": 11853 + }, + "5": { + "Dice": 0.898297284859641, + "FN": 349, + "FP": 756, + "IoU": 0.8153717627401837, + "TN": 2272031, + "TP": 4880, + "n_pred": 5636, + "n_ref": 5229 + }, + "6": { + "Dice": 0.932132115660624, + "FN": 5561, + "FP": 9287, + "IoU": 0.8728908597501991, + "TN": 2161203, + "TP": 101965, + "n_pred": 111252, + "n_ref": 107526 + }, + "7": { + "Dice": 0.9682125103108964, + "FN": 33632, + "FP": 9914, + "IoU": 0.9383836497209677, + "TN": 1571288, + "TP": 663182, + "n_pred": 673096, + "n_ref": 696814 + }, + "8": { + "Dice": 0.9585124861186253, + "FN": 835, + "FP": 622, + "IoU": 0.920330271216098, + "TN": 2259728, + "TP": 16831, + "n_pred": 17453, + "n_ref": 17666 + }, + "9": { + "Dice": 0.9130007699046911, + "FN": 2048, + "FP": 4506, + "IoU": 0.8399277061352091, + "TN": 2237072, + "TP": 34390, + "n_pred": 38896, + "n_ref": 36438 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9625367710676588, + "FN": 362, + "FP": 1370, + "IoU": 0.9277791677091152, + "TN": 2254034, + "TP": 22250, + "n_pred": 23620, + "n_ref": 22612 + }, + "10": { + "Dice": 0.9442808970722046, + "FN": 415, + "FP": 626, + "IoU": 0.8944433177854391, + "TN": 2268154, + "TP": 8821, + "n_pred": 9447, + "n_ref": 9236 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.13114754098360656, + "FN": 51, + "FP": 2, + "IoU": 0.07017543859649122, + "TN": 2277959, + "TP": 4, + "n_pred": 6, + "n_ref": 55 + }, + "14": { + "Dice": 0.9284134147420582, + "FN": 263, + "FP": 546, + "IoU": 0.8663914120561519, + "TN": 2271961, + "TP": 5246, + "n_pred": 5792, + "n_ref": 5509 + }, + "15": { + "Dice": 0.959295252188681, + "FN": 3520, + "FP": 4677, + "IoU": 0.9217746476185023, + "TN": 2173229, + "TP": 96590, + "n_pred": 101267, + "n_ref": 100110 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9253739800543971, + "FN": 835, + "FP": 1799, + "IoU": 0.8611125757975218, + "TN": 2259051, + "TP": 16331, + "n_pred": 18130, + "n_ref": 17166 + }, + "5": { + "Dice": 0.8262138498275404, + "FN": 741, + "FP": 1224, + "IoU": 0.703887884267631, + "TN": 2271380, + "TP": 4671, + "n_pred": 5895, + "n_ref": 5412 + }, + "6": { + "Dice": 0.9753628830432123, + "FN": 3266, + "FP": 7809, + "IoU": 0.9519105514546244, + "TN": 2047716, + "TP": 219225, + "n_pred": 227034, + "n_ref": 222491 + }, + "7": { + "Dice": 0.9839485234409531, + "FN": 9779, + "FP": 5837, + "IoU": 0.9684042060282088, + "TN": 1783773, + "TP": 478627, + "n_pred": 484464, + "n_ref": 488406 + }, + "8": { + "Dice": 0.1953125, + "FN": 19, + "FP": 187, + "IoU": 0.10822510822510822, + "TN": 2277785, + "TP": 25, + "n_pred": 212, + "n_ref": 44 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9707234522634325, + "FN": 483, + "FP": 1593, + "IoU": 0.9431123777162743, + "TN": 3117683, + "TP": 34417, + "n_pred": 36010, + "n_ref": 34900 + }, + "10": { + "Dice": 0.8520585693935219, + "FN": 3016, + "FP": 3319, + "IoU": 0.7422491659207421, + "TN": 3129598, + "TP": 18243, + "n_pred": 21562, + "n_ref": 21259 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8431110654474469, + "FN": 862, + "FP": 665, + "IoU": 0.7287744227353463, + "TN": 3148546, + "TP": 4103, + "n_pred": 4768, + "n_ref": 4965 + }, + "13": { + "Dice": 0.9357231431679688, + "FN": 6809, + "FP": 1640, + "IoU": 0.8792102704866472, + "TN": 3084228, + "TP": 61499, + "n_pred": 63139, + "n_ref": 68308 + }, + "14": { + "Dice": 0.7726299456943367, + "FN": 1423, + "FP": 5904, + "IoU": 0.6295004045307443, + "TN": 3134400, + "TP": 12449, + "n_pred": 18353, + "n_ref": 13872 + }, + "15": { + "Dice": 0.11904761904761904, + "FN": 218, + "FP": 4, + "IoU": 0.06329113924050633, + "TN": 3153939, + "TP": 15, + "n_pred": 19, + "n_ref": 233 + }, + "2": { + "Dice": 0.9567664940328755, + "FN": 148, + "FP": 236, + "IoU": 0.9171163393049859, + "TN": 3149543, + "TP": 4249, + "n_pred": 4485, + "n_ref": 4397 + }, + "3": { + "Dice": 0.9524076147816349, + "FN": 187, + "FP": 493, + "IoU": 0.909139497594869, + "TN": 3146692, + "TP": 6804, + "n_pred": 7297, + "n_ref": 6991 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8070761014686249, + "FN": 197, + "FP": 959, + "IoU": 0.676552881925014, + "TN": 3150602, + "TP": 2418, + "n_pred": 3377, + "n_ref": 2615 + }, + "6": { + "Dice": 0.9261979713186429, + "FN": 455, + "FP": 600, + "IoU": 0.8625407166123779, + "TN": 3146501, + "TP": 6620, + "n_pred": 7220, + "n_ref": 7075 + }, + "7": { + "Dice": 0.7930100542472699, + "FN": 3795, + "FP": 153945, + "IoU": 0.6570146313461752, + "TN": 2694273, + "TP": 302163, + "n_pred": 456108, + "n_ref": 305958 + }, + "8": { + "Dice": 0.9504927784446704, + "FN": 2069, + "FP": 4406, + "IoU": 0.9056562536426157, + "TN": 3085544, + "TP": 62157, + "n_pred": 66563, + "n_ref": 64226 + }, + "9": { + "Dice": 0.9254959366008783, + "FN": 620, + "FP": 2332, + "IoU": 0.8613238126556114, + "TN": 3132889, + "TP": 18335, + "n_pred": 20667, + "n_ref": 18955 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9631996770721205, + "FN": 974, + "FP": 120, + "IoU": 0.9290117448575693, + "TN": 2087373, + "TP": 14317, + "n_pred": 14437, + "n_ref": 15291 + }, + "10": { + "Dice": 0.898104038111072, + "FN": 2047, + "FP": 4327, + "IoU": 0.8150533890436398, + "TN": 2068320, + "TP": 28090, + "n_pred": 32417, + "n_ref": 30137 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8872910998834046, + "FN": 457, + "FP": 123, + "IoU": 0.7974152986377925, + "TN": 2099921, + "TP": 2283, + "n_pred": 2406, + "n_ref": 2740 + }, + "13": { + "Dice": 0.8684567849918253, + "FN": 3901, + "FP": 846, + "IoU": 0.7674976735073713, + "TN": 2082367, + "TP": 15670, + "n_pred": 16516, + "n_ref": 19571 + }, + "14": { + "Dice": 0.956017155832142, + "FN": 2055, + "FP": 560, + "IoU": 0.9157402932173353, + "TN": 2071749, + "TP": 28420, + "n_pred": 28980, + "n_ref": 30475 + }, + "15": { + "Dice": 0.9159613059250302, + "FN": 575, + "FP": 259, + "IoU": 0.8449525934188511, + "TN": 2097405, + "TP": 4545, + "n_pred": 4804, + "n_ref": 5120 + }, + "2": { + "Dice": 0.9683798488122243, + "FN": 3135, + "FP": 2148, + "IoU": 0.9386980737990253, + "TN": 2016604, + "TP": 80897, + "n_pred": 83045, + "n_ref": 84032 + }, + "3": { + "Dice": 0.9441891004596191, + "FN": 56, + "FP": 114, + "IoU": 0.8942786069651741, + "TN": 2101176, + "TP": 1438, + "n_pred": 1552, + "n_ref": 1494 + }, + "4": { + "Dice": 0.9632462290206076, + "FN": 1271, + "FP": 1497, + "IoU": 0.9290983606557377, + "TN": 2063744, + "TP": 36272, + "n_pred": 37769, + "n_ref": 37543 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9642610481338576, + "FN": 2775, + "FP": 4987, + "IoU": 0.9309884951188719, + "TN": 1990310, + "TP": 104712, + "n_pred": 109699, + "n_ref": 107487 + }, + "7": { + "Dice": 0.9434807867872852, + "FN": 2234, + "FP": 1852, + "IoU": 0.8930086410054988, + "TN": 2064594, + "TP": 34104, + "n_pred": 35956, + "n_ref": 36338 + }, + "8": { + "Dice": 0.9743418191549861, + "FN": 147, + "FP": 620, + "IoU": 0.9499673842139595, + "TN": 2087454, + "TP": 14563, + "n_pred": 15183, + "n_ref": 14710 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9769506895900245, + "FN": 322, + "FP": 166, + "IoU": 0.9549399815327794, + "TN": 1391026, + "TP": 10342, + "n_pred": 10508, + "n_ref": 10664 + }, + "10": { + "Dice": 0.8860987192401785, + "FN": 1681, + "FP": 1485, + "IoU": 0.7954912473354434, + "TN": 1386375, + "TP": 12315, + "n_pred": 13800, + "n_ref": 13996 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8313468414779499, + "FN": 55, + "FP": 511, + "IoU": 0.7113717491075982, + "TN": 1399895, + "TP": 1395, + "n_pred": 1906, + "n_ref": 1450 + }, + "13": { + "Dice": 0.8963424635066426, + "FN": 1520, + "FP": 1008, + "IoU": 0.8121563382374796, + "TN": 1388398, + "TP": 10930, + "n_pred": 11938, + "n_ref": 12450 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.8418149533416449, + "FN": 3384, + "FP": 803, + "IoU": 0.7268397703549061, + "TN": 1386528, + "TP": 11141, + "n_pred": 11944, + "n_ref": 14525 + }, + "2": { + "Dice": 0.9729376389070467, + "FN": 2189, + "FP": 2572, + "IoU": 0.9473014256619144, + "TN": 1311512, + "TP": 85583, + "n_pred": 88155, + "n_ref": 87772 + }, + "3": { + "Dice": 0.9759222443119063, + "FN": 1112, + "FP": 1177, + "IoU": 0.9529767040552201, + "TN": 1353178, + "TP": 46389, + "n_pred": 47566, + "n_ref": 47501 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8528240220610765, + "FN": 897, + "FP": 544, + "IoU": 0.7434116809116809, + "TN": 1396240, + "TP": 4175, + "n_pred": 4719, + "n_ref": 5072 + }, + "7": { + "Dice": 0.8221613090788271, + "FN": 950, + "FP": 1191, + "IoU": 0.6980253878702398, + "TN": 1394766, + "TP": 4949, + "n_pred": 6140, + "n_ref": 5899 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9379082972098419, + "FN": 228, + "FP": 789, + "IoU": 0.8830765693262819, + "TN": 1393158, + "TP": 7681, + "n_pred": 8470, + "n_ref": 7909 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0401.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9375438596491228, + "FN": 185, + "FP": 82, + "IoU": 0.8824306472919419, + "TN": 1925281, + "TP": 2004, + "n_pred": 2086, + "n_ref": 2189 + }, + "10": { + "Dice": 0.8460106039053408, + "FN": 4315, + "FP": 7593, + "IoU": 0.7331181783545127, + "TN": 1882933, + "TP": 32711, + "n_pred": 40304, + "n_ref": 37026 + }, + "11": { + "Dice": 0.5103448275862069, + "FN": 126, + "FP": 371, + "IoU": 0.3425925925925926, + "TN": 1926796, + "TP": 259, + "n_pred": 630, + "n_ref": 385 + }, + "12": { + "Dice": 0.7258601553829079, + "FN": 1322, + "FP": 654, + "IoU": 0.5696864111498258, + "TN": 1922960, + "TP": 2616, + "n_pred": 3270, + "n_ref": 3938 + }, + "13": { + "Dice": 0.8612733934052876, + "FN": 7154, + "FP": 2653, + "IoU": 0.7563478260869565, + "TN": 1887302, + "TP": 30443, + "n_pred": 33096, + "n_ref": 37597 + }, + "14": { + "Dice": 0.8052257763492146, + "FN": 5904, + "FP": 1610, + "IoU": 0.6739564349561746, + "TN": 1904506, + "TP": 15532, + "n_pred": 17142, + "n_ref": 21436 + }, + "15": { + "Dice": 0.9241856859421603, + "FN": 6397, + "FP": 5143, + "IoU": 0.8590568779999267, + "TN": 1845675, + "TP": 70337, + "n_pred": 75480, + "n_ref": 76734 + }, + "2": { + "Dice": 0.9533785447301865, + "FN": 653, + "FP": 1430, + "IoU": 0.9109105684102476, + "TN": 1904171, + "TP": 21298, + "n_pred": 22728, + "n_ref": 21951 + }, + "3": { + "Dice": 0.9682590636277857, + "FN": 2289, + "FP": 974, + "IoU": 0.9384711117815658, + "TN": 1874520, + "TP": 49769, + "n_pred": 50743, + "n_ref": 52058 + }, + "4": { + "Dice": 0.829635889851398, + "FN": 1968, + "FP": 451, + "IoU": 0.7088699001083163, + "TN": 1919243, + "TP": 5890, + "n_pred": 6341, + "n_ref": 7858 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9463613640934295, + "FN": 1334, + "FP": 2400, + "IoU": 0.8981839995637236, + "TN": 1890878, + "TP": 32940, + "n_pred": 35340, + "n_ref": 34274 + }, + "7": { + "Dice": 0.956942670762434, + "FN": 9851, + "FP": 5119, + "IoU": 0.9174401482437419, + "TN": 1746229, + "TP": 166353, + "n_pred": 171472, + "n_ref": 176204 + }, + "8": { + "Dice": 0.9380497847651132, + "FN": 50, + "FP": 281, + "IoU": 0.8833274585830102, + "TN": 1924715, + "TP": 2506, + "n_pred": 2787, + "n_ref": 2556 + }, + "9": { + "Dice": 0.9442019240715838, + "FN": 1435, + "FP": 1262, + "IoU": 0.8943016146731463, + "TN": 1902036, + "TP": 22819, + "n_pred": 24081, + "n_ref": 24254 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.8047107737447987, + "FN": 5328.144444444445, + "FP": 5207.56, + "IoU": 0.720549355878988, + "TN": 2769015.6244444447, + "TP": 47524.937777777785, + "n_pred": 52732.497777777775, + "n_ref": 52853.08222222221 + }, + "mean": { + "1": { + "Dice": 0.9053640074252638, + "FN": 2074.1, + "FP": 1748.9333333333334, + "IoU": 0.8464453346672514, + "TN": 2779882.7333333334, + "TP": 43370.5, + "n_pred": 45119.433333333334, + "n_ref": 45444.6 + }, + "10": { + "Dice": 0.8416859547422076, + "FN": 7341.133333333333, + "FP": 4738.366666666667, + "IoU": 0.7371367519588912, + "TN": 2783981.933333333, + "TP": 31014.833333333332, + "n_pred": 35753.2, + "n_ref": 38355.96666666667 + }, + "11": { + "Dice": 0.5131567355738637, + "FN": 315.3, + "FP": 130.86666666666667, + "IoU": 0.37901914048183005, + "TN": 2826232.0, + "TP": 398.1, + "n_pred": 528.9666666666667, + "n_ref": 713.4 + }, + "12": { + "Dice": 0.6123005409119333, + "FN": 419.1, + "FP": 429.53333333333336, + "IoU": 0.49164942196389694, + "TN": 2824926.3, + "TP": 1301.3333333333333, + "n_pred": 1730.8666666666666, + "n_ref": 1720.4333333333334 + }, + "13": { + "Dice": 0.7866364377648984, + "FN": 5974.966666666666, + "FP": 7022.366666666667, + "IoU": 0.6621411000201912, + "TN": 2791755.6666666665, + "TP": 22323.266666666666, + "n_pred": 29345.633333333335, + "n_ref": 28298.233333333334 + }, + "14": { + "Dice": 0.8214320693541147, + "FN": 2053.4333333333334, + "FP": 5173.2, + "IoU": 0.7509940710955206, + "TN": 2780760.566666667, + "TP": 39089.066666666666, + "n_pred": 44262.26666666667, + "n_ref": 41142.5 + }, + "15": { + "Dice": 0.8179563045199058, + "FN": 2873.366666666667, + "FP": 2370.8, + "IoU": 0.7294417787440246, + "TN": 2800181.2333333334, + "TP": 21650.866666666665, + "n_pred": 24021.666666666668, + "n_ref": 24524.233333333334 + }, + "2": { + "Dice": 0.8450780276002773, + "FN": 3265.266666666667, + "FP": 5387.6, + "IoU": 0.7908888516030547, + "TN": 2768203.466666667, + "TP": 50219.933333333334, + "n_pred": 55607.53333333333, + "n_ref": 53485.2 + }, + "3": { + "Dice": 0.8692225711978397, + "FN": 2003.3333333333333, + "FP": 5549.933333333333, + "IoU": 0.827947666155689, + "TN": 2770742.933333333, + "TP": 48780.066666666666, + "n_pred": 54330.0, + "n_ref": 50783.4 + }, + "4": { + "Dice": 0.7632046407639019, + "FN": 2149.866666666667, + "FP": 2131.8333333333335, + "IoU": 0.6749764125964384, + "TN": 2809992.8, + "TP": 12801.766666666666, + "n_pred": 14933.6, + "n_ref": 14951.633333333333 + }, + "5": { + "Dice": 0.7107218100469421, + "FN": 1662.1666666666667, + "FP": 1940.6, + "IoU": 0.5815231776572695, + "TN": 2819499.8333333335, + "TP": 3973.6666666666665, + "n_pred": 5914.266666666666, + "n_ref": 5635.833333333333 + }, + "6": { + "Dice": 0.9448053514261786, + "FN": 36170.76666666667, + "FP": 8804.7, + "IoU": 0.8977370118727006, + "TN": 2511886.533333333, + "TP": 270214.26666666666, + "n_pred": 279018.9666666667, + "n_ref": 306385.0333333333 + }, + "7": { + "Dice": 0.8297008335162743, + "FN": 9739.4, + "FP": 27521.766666666666, + "IoU": 0.7671001781243231, + "TN": 2672401.566666667, + "TP": 117413.53333333334, + "n_pred": 144935.3, + "n_ref": 127152.93333333333 + }, + "8": { + "Dice": 0.9396021982109222, + "FN": 1567.2666666666667, + "FP": 1674.6333333333334, + "IoU": 0.8877277192611409, + "TN": 2794774.533333333, + "TP": 29059.833333333332, + "n_pred": 30734.466666666667, + "n_ref": 30627.1 + }, + "9": { + "Dice": 0.8697941231174601, + "FN": 2312.7, + "FP": 3488.266666666667, + "IoU": 0.7835117219825964, + "TN": 2800012.2666666666, + "TP": 21263.033333333333, + "n_pred": 24751.3, + "n_ref": 23575.733333333334 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.8205128205128205, + "FN": 9, + "FP": 19, + "IoU": 0.6956521739130435, + "TN": 1401764, + "TP": 64, + "n_pred": 83, + "n_ref": 73 + }, + "10": { + "Dice": 0.8281953995731562, + "FN": 7148, + "FP": 1546, + "IoU": 0.7067691996357381, + "TN": 1372207, + "TP": 20955, + "n_pred": 22501, + "n_ref": 28103 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 135, + "IoU": 0.0, + "TN": 1401721, + "TP": 0, + "n_pred": 135, + "n_ref": 0 + }, + "13": { + "Dice": 0.5813789868667918, + "FN": 11641, + "FP": 9779, + "IoU": 0.4098198049264341, + "TN": 1365562, + "TP": 14874, + "n_pred": 24653, + "n_ref": 26515 + }, + "14": { + "Dice": 0.8825480614901737, + "FN": 1829, + "FP": 4757, + "IoU": 0.789786147462496, + "TN": 1370526, + "TP": 24744, + "n_pred": 29501, + "n_ref": 26573 + }, + "15": { + "Dice": 0.8841717420295035, + "FN": 5492, + "FP": 2933, + "IoU": 0.7923905275868017, + "TN": 1361275, + "TP": 32156, + "n_pred": 35089, + "n_ref": 37648 + }, + "2": { + "Dice": 0.0, + "FN": 2, + "FP": 0, + "IoU": 0.0, + "TN": 1401854, + "TP": 0, + "n_pred": 0, + "n_ref": 2 + }, + "3": { + "Dice": 0.9702302939524433, + "FN": 778, + "FP": 1289, + "IoU": 0.9421818181818182, + "TN": 1366106, + "TP": 33683, + "n_pred": 34972, + "n_ref": 34461 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8224618817404239, + "FN": 1053, + "FP": 1334, + "IoU": 0.6984588175846387, + "TN": 1393940, + "TP": 5529, + "n_pred": 6863, + "n_ref": 6582 + }, + "6": { + "Dice": 0.9128714538260796, + "FN": 5462, + "FP": 2818, + "IoU": 0.8397088431159981, + "TN": 1350200, + "TP": 43376, + "n_pred": 46194, + "n_ref": 48838 + }, + "7": { + "Dice": 0.9307247496150818, + "FN": 7455, + "FP": 6358, + "IoU": 0.8704257853906551, + "TN": 1295253, + "TP": 92790, + "n_pred": 99148, + "n_ref": 100245 + }, + "8": { + "Dice": 0.9280588038757099, + "FN": 1897, + "FP": 3486, + "IoU": 0.8657739876321564, + "TN": 1361752, + "TP": 34721, + "n_pred": 38207, + "n_ref": 36618 + }, + "9": { + "Dice": 0.9320165734743956, + "FN": 974, + "FP": 2406, + "IoU": 0.8726882368450789, + "TN": 1375307, + "TP": 23169, + "n_pred": 25575, + "n_ref": 24143 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9616580310880829, + "FN": 25, + "FP": 12, + "IoU": 0.9261477045908184, + "TN": 2102283, + "TP": 464, + "n_pred": 476, + "n_ref": 489 + }, + "10": { + "Dice": 0.7849351495088729, + "FN": 4323, + "FP": 7566, + "IoU": 0.6460026797677535, + "TN": 2069199, + "TP": 21696, + "n_pred": 29262, + "n_ref": 26019 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6454689984101749, + "FN": 113, + "FP": 110, + "IoU": 0.4765258215962441, + "TN": 2102358, + "TP": 203, + "n_pred": 313, + "n_ref": 316 + }, + "13": { + "Dice": 0.6229205950136183, + "FN": 5820, + "FP": 12178, + "IoU": 0.45234907497565724, + "TN": 2069920, + "TP": 14866, + "n_pred": 27044, + "n_ref": 20686 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 3584, + "IoU": 0.0, + "TN": 2099200, + "TP": 0, + "n_pred": 3584, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 2102779, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "3": { + "Dice": 0.967388603405262, + "FN": 2674, + "FP": 3888, + "IoU": 0.9368370391760515, + "TN": 1998894, + "TP": 97328, + "n_pred": 101216, + "n_ref": 100002 + }, + "4": { + "Dice": 0.9096471102370808, + "FN": 1310, + "FP": 344, + "IoU": 0.8342685370741483, + "TN": 2092804, + "TP": 8326, + "n_pred": 8670, + "n_ref": 9636 + }, + "5": { + "Dice": 0.7360120462830877, + "FN": 1443, + "FP": 5219, + "IoU": 0.5822935607248103, + "TN": 2086835, + "TP": 9287, + "n_pred": 14506, + "n_ref": 10730 + }, + "6": { + "Dice": 0.9675991383458312, + "FN": 8889, + "FP": 12996, + "IoU": 0.9372320135373496, + "TN": 1754119, + "TP": 326780, + "n_pred": 339776, + "n_ref": 335669 + }, + "7": { + "Dice": 0.8587301130405819, + "FN": 32873, + "FP": 1482, + "IoU": 0.7524338658653466, + "TN": 1964013, + "TP": 104416, + "n_pred": 105898, + "n_ref": 137289 + }, + "8": { + "Dice": 0.8576093929203196, + "FN": 1915, + "FP": 5410, + "IoU": 0.7507146746528723, + "TN": 2073400, + "TP": 22059, + "n_pred": 27469, + "n_ref": 23974 + }, + "9": { + "Dice": 0.8305539458716975, + "FN": 2334, + "FP": 5561, + "IoU": 0.7102114226985758, + "TN": 2075540, + "TP": 19349, + "n_pred": 24910, + "n_ref": 21683 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9065555377464337, + "FN": 251, + "FP": 332, + "IoU": 0.8290823805335679, + "TN": 3325997, + "TP": 2828, + "n_pred": 3160, + "n_ref": 3079 + }, + "10": { + "Dice": 0.7873578575457973, + "FN": 4594, + "FP": 9730, + "IoU": 0.6492911882085057, + "TN": 3288565, + "TP": 26519, + "n_pred": 36249, + "n_ref": 31113 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7192872380474338, + "FN": 1052, + "FP": 1185, + "IoU": 0.5616304134822654, + "TN": 3324305, + "TP": 2866, + "n_pred": 4051, + "n_ref": 3918 + }, + "13": { + "Dice": 0.6526716212884365, + "FN": 8119, + "FP": 11603, + "IoU": 0.48441911534037435, + "TN": 3291156, + "TP": 18530, + "n_pred": 30133, + "n_ref": 26649 + }, + "14": { + "Dice": 0.927204684010382, + "FN": 1615, + "FP": 3209, + "IoU": 0.8642885275417769, + "TN": 3293862, + "TP": 30722, + "n_pred": 33931, + "n_ref": 32337 + }, + "15": { + "Dice": 0.9403104538714884, + "FN": 7180, + "FP": 1918, + "IoU": 0.8873452204061416, + "TN": 3248648, + "TP": 71662, + "n_pred": 73580, + "n_ref": 78842 + }, + "2": { + "Dice": 0.945517109539285, + "FN": 453, + "FP": 117, + "IoU": 0.8966642494561277, + "TN": 3323892, + "TP": 4946, + "n_pred": 5063, + "n_ref": 5399 + }, + "3": { + "Dice": 0.9395804957777173, + "FN": 757, + "FP": 352, + "IoU": 0.886046033703247, + "TN": 3319676, + "TP": 8623, + "n_pred": 8975, + "n_ref": 9380 + }, + "4": { + "Dice": 0.8921648579135563, + "FN": 2514, + "FP": 924, + "IoU": 0.8053227633069082, + "TN": 3311748, + "TP": 14222, + "n_pred": 15146, + "n_ref": 16736 + }, + "5": { + "Dice": 0.6626850168787328, + "FN": 178, + "FP": 1121, + "IoU": 0.4955339805825243, + "TN": 3326833, + "TP": 1276, + "n_pred": 2397, + "n_ref": 1454 + }, + "6": { + "Dice": 0.9727986455585781, + "FN": 17800, + "FP": 8549, + "IoU": 0.9470379311245872, + "TN": 2831901, + "TP": 471158, + "n_pred": 479707, + "n_ref": 488958 + }, + "7": { + "Dice": 0.7995921759469486, + "FN": 12763, + "FP": 10628, + "IoU": 0.6661004368058926, + "TN": 3259354, + "TP": 46663, + "n_pred": 57291, + "n_ref": 59426 + }, + "8": { + "Dice": 0.8948237601279868, + "FN": 3428, + "FP": 648, + "IoU": 0.8096661218771889, + "TN": 3307993, + "TP": 17339, + "n_pred": 17987, + "n_ref": 20767 + }, + "9": { + "Dice": 0.4349618635332921, + "FN": 833, + "FP": 1908, + "IoU": 0.2779241306638567, + "TN": 3325612, + "TP": 1055, + "n_pred": 2963, + "n_ref": 1888 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9207129686539643, + "FN": 273, + "FP": 888, + "IoU": 0.8530751708428246, + "TN": 1919650, + "TP": 6741, + "n_pred": 7629, + "n_ref": 7014 + }, + "10": { + "Dice": 0.7899495166133237, + "FN": 7332, + "FP": 5400, + "IoU": 0.6528236031958117, + "TN": 1890879, + "TP": 23941, + "n_pred": 29341, + "n_ref": 31273 + }, + "11": { + "Dice": 0.08813559322033898, + "FN": 538, + "FP": 0, + "IoU": 0.04609929078014184, + "TN": 1926988, + "TP": 26, + "n_pred": 26, + "n_ref": 564 + }, + "12": { + "Dice": 0.8177359230920149, + "FN": 627, + "FP": 302, + "IoU": 0.6916694324593429, + "TN": 1924539, + "TP": 2084, + "n_pred": 2386, + "n_ref": 2711 + }, + "13": { + "Dice": 0.8814412541208979, + "FN": 4182, + "FP": 4485, + "IoU": 0.7880151644857527, + "TN": 1886667, + "TP": 32218, + "n_pred": 36703, + "n_ref": 36400 + }, + "14": { + "Dice": 0.9650003490731545, + "FN": 3620, + "FP": 11921, + "IoU": 0.9323678014857237, + "TN": 1697765, + "TP": 214246, + "n_pred": 226167, + "n_ref": 217866 + }, + "15": { + "Dice": 0.8041185668185901, + "FN": 4855, + "FP": 6921, + "IoU": 0.6724065986034996, + "TN": 1891605, + "TP": 24171, + "n_pred": 31092, + "n_ref": 29026 + }, + "2": { + "Dice": 0.9359527145988287, + "FN": 2133, + "FP": 4997, + "IoU": 0.8796157158052915, + "TN": 1868325, + "TP": 52097, + "n_pred": 57094, + "n_ref": 54230 + }, + "3": { + "Dice": 0.9538909215396795, + "FN": 2137, + "FP": 2173, + "IoU": 0.9118465188578908, + "TN": 1878660, + "TP": 44582, + "n_pred": 46755, + "n_ref": 46719 + }, + "4": { + "Dice": 0.8186725944744363, + "FN": 2421, + "FP": 434, + "IoU": 0.693010752688172, + "TN": 1918252, + "TP": 6445, + "n_pred": 6879, + "n_ref": 8866 + }, + "5": { + "Dice": 0.7874210110584519, + "FN": 3094, + "FP": 1212, + "IoU": 0.6493770865564693, + "TN": 1915271, + "TP": 7975, + "n_pred": 9187, + "n_ref": 11069 + }, + "6": { + "Dice": 0.929109667743145, + "FN": 5419, + "FP": 6303, + "IoU": 0.867604870225214, + "TN": 1839014, + "TP": 76816, + "n_pred": 83119, + "n_ref": 82235 + }, + "7": { + "Dice": 0.9547328561882468, + "FN": 5196, + "FP": 5575, + "IoU": 0.9133864599499827, + "TN": 1803195, + "TP": 113586, + "n_pred": 119161, + "n_ref": 118782 + }, + "8": { + "Dice": 0.9409631271408422, + "FN": 589, + "FP": 3220, + "IoU": 0.8885083713850838, + "TN": 1893388, + "TP": 30355, + "n_pred": 33575, + "n_ref": 30944 + }, + "9": { + "Dice": 0.8225132610430456, + "FN": 6765, + "FP": 4578, + "IoU": 0.6985329293573592, + "TN": 1889926, + "TP": 26283, + "n_pred": 30861, + "n_ref": 33048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3673469387755102, + "FN": 93, + "FP": 0, + "IoU": 0.225, + "TN": 2102664, + "TP": 27, + "n_pred": 27, + "n_ref": 120 + }, + "10": { + "Dice": 0.5038905115844633, + "FN": 53974, + "FP": 8701, + "IoU": 0.33680055870650977, + "TN": 2008280, + "TP": 31829, + "n_pred": 40530, + "n_ref": 85803 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7277268942547876, + "FN": 531, + "FP": 777, + "IoU": 0.5719895287958116, + "TN": 2099728, + "TP": 1748, + "n_pred": 2525, + "n_ref": 2279 + }, + "13": { + "Dice": 0.7966832097706431, + "FN": 3163, + "FP": 6792, + "IoU": 0.6620727112257714, + "TN": 2073325, + "TP": 19504, + "n_pred": 26296, + "n_ref": 22667 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9484060797818992, + "FN": 3335, + "FP": 5976, + "IoU": 0.9018748221606298, + "TN": 2007895, + "TP": 85578, + "n_pred": 91554, + "n_ref": 88913 + }, + "3": { + "Dice": 0.9542606326623279, + "FN": 4219, + "FP": 4847, + "IoU": 0.9125224338563075, + "TN": 1999146, + "TP": 94572, + "n_pred": 99419, + "n_ref": 98791 + }, + "4": { + "Dice": 0.7434102141680395, + "FN": 1060, + "FP": 186, + "IoU": 0.5916093084234677, + "TN": 2099733, + "TP": 1805, + "n_pred": 1991, + "n_ref": 2865 + }, + "5": { + "Dice": 0.7101647012961699, + "FN": 1183, + "FP": 4765, + "IoU": 0.5505855685681904, + "TN": 2089549, + "TP": 7287, + "n_pred": 12052, + "n_ref": 8470 + }, + "6": { + "Dice": 0.9680460974332111, + "FN": 11924, + "FP": 9670, + "IoU": 0.9380710659898477, + "TN": 1754094, + "TP": 327096, + "n_pred": 336766, + "n_ref": 339020 + }, + "7": { + "Dice": 0.8706880061212778, + "FN": 6267, + "FP": 1845, + "IoU": 0.7709897803624866, + "TN": 2067362, + "TP": 27310, + "n_pred": 29155, + "n_ref": 33577 + }, + "8": { + "Dice": 0.8987450119953224, + "FN": 6457, + "FP": 1942, + "IoU": 0.816109821780444, + "TN": 2057110, + "TP": 37275, + "n_pred": 39217, + "n_ref": 43732 + }, + "9": { + "Dice": 0.6505996095565678, + "FN": 3835, + "FP": 11199, + "IoU": 0.4821397816127588, + "TN": 2073753, + "TP": 13997, + "n_pred": 25196, + "n_ref": 17832 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5376221408461072, + "FN": 22061, + "FP": 3066, + "IoU": 0.36763558575563104, + "TN": 1362121, + "TP": 14608, + "n_pred": 17674, + "n_ref": 36669 + }, + "11": { + "Dice": 0.44621513944223107, + "FN": 7, + "FP": 132, + "IoU": 0.28717948717948716, + "TN": 1401661, + "TP": 56, + "n_pred": 188, + "n_ref": 63 + }, + "12": { + "Dice": 0.7188118811881188, + "FN": 429, + "FP": 423, + "IoU": 0.5610510046367851, + "TN": 1399915, + "TP": 1089, + "n_pred": 1512, + "n_ref": 1518 + }, + "13": { + "Dice": 0.8150215923460502, + "FN": 4585, + "FP": 3168, + "IoU": 0.687794467039826, + "TN": 1377023, + "TP": 17080, + "n_pred": 20248, + "n_ref": 21665 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.42857142857142855, + "FN": 9, + "FP": 7, + "IoU": 0.2727272727272727, + "TN": 1401834, + "TP": 6, + "n_pred": 13, + "n_ref": 15 + }, + "3": { + "Dice": 0.9, + "FN": 12, + "FP": 0, + "IoU": 0.8181818181818182, + "TN": 1401790, + "TP": 54, + "n_pred": 54, + "n_ref": 66 + }, + "4": { + "Dice": 0.7077255071212775, + "FN": 5373, + "FP": 1399, + "IoU": 0.5476588070269187, + "TN": 1386885, + "TP": 8199, + "n_pred": 9598, + "n_ref": 13572 + }, + "5": { + "Dice": 0.6164924048135727, + "FN": 101, + "FP": 3787, + "IoU": 0.4456010266647654, + "TN": 1394843, + "TP": 3125, + "n_pred": 6912, + "n_ref": 3226 + }, + "6": { + "Dice": 0.9297223016407352, + "FN": 4781, + "FP": 10459, + "IoU": 0.8686738993683594, + "TN": 1285809, + "TP": 100807, + "n_pred": 111266, + "n_ref": 105588 + }, + "7": { + "Dice": 0.822099805573558, + "FN": 9722, + "FP": 1258, + "IoU": 0.6979367262723521, + "TN": 1365506, + "TP": 25370, + "n_pred": 26628, + "n_ref": 35092 + }, + "8": { + "Dice": 0.937143419240606, + "FN": 839, + "FP": 1717, + "IoU": 0.8817214252660805, + "TN": 1380246, + "TP": 19054, + "n_pred": 20771, + "n_ref": 19893 + }, + "9": { + "Dice": 0.8783771654250068, + "FN": 2858, + "FP": 2562, + "IoU": 0.7831306017925737, + "TN": 1376864, + "TP": 19572, + "n_pred": 22134, + "n_ref": 22430 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9409813936823511, + "FN": 5818, + "FP": 1265, + "IoU": 0.8885409454270787, + "TN": 1338308, + "TP": 56465, + "n_pred": 57730, + "n_ref": 62283 + }, + "10": { + "Dice": 0.8698929144434909, + "FN": 4154, + "FP": 6307, + "IoU": 0.7697437929212889, + "TN": 1356424, + "TP": 34971, + "n_pred": 41278, + "n_ref": 39125 + }, + "11": { + "Dice": 0.47619047619047616, + "FN": 3, + "FP": 8, + "IoU": 0.3125, + "TN": 1401840, + "TP": 5, + "n_pred": 13, + "n_ref": 8 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9047691373025516, + "FN": 1475, + "FP": 1033, + "IoU": 0.8260990153931493, + "TN": 1387434, + "TP": 11914, + "n_pred": 12947, + "n_ref": 13389 + }, + "14": { + "Dice": 0.9544701415257163, + "FN": 1640, + "FP": 998, + "IoU": 0.9129056753276767, + "TN": 1371567, + "TP": 27651, + "n_pred": 28649, + "n_ref": 29291 + }, + "15": { + "Dice": 0.8795639629908614, + "FN": 11131, + "FP": 5817, + "IoU": 0.7850193441999113, + "TN": 1323021, + "TP": 61887, + "n_pred": 67704, + "n_ref": 73018 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9126991351843423, + "FN": 1232, + "FP": 1645, + "IoU": 0.8394172806430007, + "TN": 1383940, + "TP": 15039, + "n_pred": 16684, + "n_ref": 16271 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9577145483892874, + "FN": 6143, + "FP": 1952, + "IoU": 0.9188601327105427, + "TN": 1302090, + "TP": 91671, + "n_pred": 93623, + "n_ref": 97814 + }, + "7": { + "Dice": 0.9648494829012423, + "FN": 4983, + "FP": 4238, + "IoU": 0.9320861719756951, + "TN": 1266081, + "TP": 126554, + "n_pred": 130792, + "n_ref": 131537 + }, + "8": { + "Dice": 0.8608837970540099, + "FN": 274, + "FP": 151, + "IoU": 0.7557471264367817, + "TN": 1400116, + "TP": 1315, + "n_pred": 1466, + "n_ref": 1589 + }, + "9": { + "Dice": 0.8038403614457831, + "FN": 914, + "FP": 1170, + "IoU": 0.6720176266918476, + "TN": 1395502, + "TP": 4270, + "n_pred": 5440, + "n_ref": 5184 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9558638083228247, + "FN": 1335, + "FP": 800, + "IoU": 0.9154589371980676, + "TN": 1551834, + "TP": 23119, + "n_pred": 23919, + "n_ref": 24454 + }, + "10": { + "Dice": 0.8270427050337747, + "FN": 5957, + "FP": 3107, + "IoU": 0.7050919147551651, + "TN": 1546353, + "TP": 21671, + "n_pred": 24778, + "n_ref": 27628 + }, + "11": { + "Dice": 0.8200514138817481, + "FN": 115, + "FP": 25, + "IoU": 0.6949891067538126, + "TN": 1576629, + "TP": 319, + "n_pred": 344, + "n_ref": 434 + }, + "12": { + "Dice": 0.6887704756266035, + "FN": 778, + "FP": 799, + "IoU": 0.5252859723058398, + "TN": 1573766, + "TP": 1745, + "n_pred": 2544, + "n_ref": 2523 + }, + "13": { + "Dice": 0.7442304452804762, + "FN": 690, + "FP": 3865, + "IoU": 0.5926489000178858, + "TN": 1565906, + "TP": 6627, + "n_pred": 10492, + "n_ref": 7317 + }, + "14": { + "Dice": 0.9858472151026408, + "FN": 2048, + "FP": 2121, + "IoU": 0.9720894423244293, + "TN": 1427718, + "TP": 145201, + "n_pred": 147322, + "n_ref": 147249 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9163841807909604, + "FN": 53, + "FP": 95, + "IoU": 0.8456725755995829, + "TN": 1576129, + "TP": 811, + "n_pred": 906, + "n_ref": 864 + }, + "3": { + "Dice": 0.9302478613731081, + "FN": 87, + "FP": 549, + "IoU": 0.8695919622718885, + "TN": 1572211, + "TP": 4241, + "n_pred": 4790, + "n_ref": 4328 + }, + "4": { + "Dice": 0.9319120806478268, + "FN": 712, + "FP": 112, + "IoU": 0.8725050286244778, + "TN": 1570625, + "TP": 5639, + "n_pred": 5751, + "n_ref": 6351 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9332215069362589, + "FN": 2353, + "FP": 3539, + "IoU": 0.8748034507670732, + "TN": 1530026, + "TP": 41170, + "n_pred": 44709, + "n_ref": 43523 + }, + "7": { + "Dice": 0.9770691135529865, + "FN": 4028, + "FP": 6548, + "IoU": 0.9551663035092033, + "TN": 1341194, + "TP": 225318, + "n_pred": 231866, + "n_ref": 229346 + }, + "8": { + "Dice": 0.9337811900191939, + "FN": 2072, + "FP": 1516, + "IoU": 0.8757875787578758, + "TN": 1548202, + "TP": 25298, + "n_pred": 26814, + "n_ref": 27370 + }, + "9": { + "Dice": 0.8878869852720168, + "FN": 4160, + "FP": 2554, + "IoU": 0.7983783783783783, + "TN": 1543788, + "TP": 26586, + "n_pred": 29140, + "n_ref": 30746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9547956329513669, + "FN": 312, + "FP": 690, + "IoU": 0.9135013812154696, + "TN": 1915968, + "TP": 10582, + "n_pred": 11272, + "n_ref": 10894 + }, + "10": { + "Dice": 0.8446935041171089, + "FN": 7067, + "FP": 9229, + "IoU": 0.7311423480498911, + "TN": 1866940, + "TP": 44316, + "n_pred": 53545, + "n_ref": 51383 + }, + "11": { + "Dice": 0.7574051407588739, + "FN": 174, + "FP": 817, + "IoU": 0.6095350669818755, + "TN": 1925014, + "TP": 1547, + "n_pred": 2364, + "n_ref": 1721 + }, + "12": { + "Dice": 0.810705596107056, + "FN": 490, + "FP": 288, + "IoU": 0.6816693944353519, + "TN": 1925108, + "TP": 1666, + "n_pred": 1954, + "n_ref": 2156 + }, + "13": { + "Dice": 0.8503501010752058, + "FN": 4714, + "FP": 5502, + "IoU": 0.7396600494380877, + "TN": 1888311, + "TP": 29025, + "n_pred": 34527, + "n_ref": 33739 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7362401067822778, + "FN": 2857, + "FP": 72826, + "IoU": 0.5825791044117566, + "TN": 1746241, + "TP": 105628, + "n_pred": 178454, + "n_ref": 108485 + }, + "3": { + "Dice": 0.9701017027649855, + "FN": 4450, + "FP": 3555, + "IoU": 0.9419393209692978, + "TN": 1789679, + "TP": 129868, + "n_pred": 133423, + "n_ref": 134318 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9742920748298167, + "FN": 4788, + "FP": 2799, + "IoU": 0.9498728155660533, + "TN": 1776197, + "TP": 143768, + "n_pred": 146567, + "n_ref": 148556 + }, + "7": { + "Dice": 0.9659181377526384, + "FN": 23080, + "FP": 3034, + "IoU": 0.9340828545753779, + "TN": 1531388, + "TP": 370050, + "n_pred": 373084, + "n_ref": 393130 + }, + "8": { + "Dice": 0.9303330333033303, + "FN": 168, + "FP": 219, + "IoU": 0.8697408280040391, + "TN": 1924581, + "TP": 2584, + "n_pred": 2803, + "n_ref": 2752 + }, + "9": { + "Dice": 0.8896869244935544, + "FN": 287, + "FP": 911, + "IoU": 0.8012937468900315, + "TN": 1921523, + "TP": 4831, + "n_pred": 5742, + "n_ref": 5118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9465909432374771, + "FN": 1516, + "FP": 7371, + "IoU": 0.8985976882965735, + "TN": 3416999, + "TP": 78754, + "n_pred": 86125, + "n_ref": 80270 + }, + "10": { + "Dice": 0.8631776170286741, + "FN": 9818, + "FP": 4349, + "IoU": 0.7592897799677173, + "TN": 3445785, + "TP": 44688, + "n_pred": 49037, + "n_ref": 54506 + }, + "11": { + "Dice": 0.2561576354679803, + "FN": 730, + "FP": 25, + "IoU": 0.14689265536723164, + "TN": 3503755, + "TP": 130, + "n_pred": 155, + "n_ref": 860 + }, + "12": { + "Dice": 0.760541705140043, + "FN": 1396, + "FP": 160, + "IoU": 0.6136081450211075, + "TN": 3500613, + "TP": 2471, + "n_pred": 2631, + "n_ref": 3867 + }, + "13": { + "Dice": 0.671197115982265, + "FN": 9440, + "FP": 14365, + "IoU": 0.5051141324685045, + "TN": 3456538, + "TP": 24297, + "n_pred": 38662, + "n_ref": 33737 + }, + "14": { + "Dice": 0.8682645615310707, + "FN": 1003, + "FP": 4070, + "IoU": 0.7671974668441099, + "TN": 3482849, + "TP": 16718, + "n_pred": 20788, + "n_ref": 17721 + }, + "15": { + "Dice": 0.9594436847546943, + "FN": 9579, + "FP": 2581, + "IoU": 0.9220487836148594, + "TN": 3348645, + "TP": 143835, + "n_pred": 146416, + "n_ref": 153414 + }, + "2": { + "Dice": 0.9658101619796339, + "FN": 2333, + "FP": 259, + "IoU": 0.9338809244426305, + "TN": 3465438, + "TP": 36610, + "n_pred": 36869, + "n_ref": 38943 + }, + "3": { + "Dice": 0.9799417010591936, + "FN": 1415, + "FP": 2060, + "IoU": 0.9606722498868266, + "TN": 3416280, + "TP": 84885, + "n_pred": 86945, + "n_ref": 86300 + }, + "4": { + "Dice": 0.9229593036932486, + "FN": 4188, + "FP": 2362, + "IoU": 0.8569400458665501, + "TN": 3458855, + "TP": 39235, + "n_pred": 41597, + "n_ref": 43423 + }, + "5": { + "Dice": 0.6904971403431588, + "FN": 4009, + "FP": 1619, + "IoU": 0.527297161095246, + "TN": 3492734, + "TP": 6278, + "n_pred": 7897, + "n_ref": 10287 + }, + "6": { + "Dice": 0.9554643502284561, + "FN": 10897, + "FP": 2515, + "IoU": 0.9147264149743772, + "TN": 3347358, + "TP": 143870, + "n_pred": 146385, + "n_ref": 154767 + }, + "7": { + "Dice": 0.9239186571981923, + "FN": 6111, + "FP": 8031, + "IoU": 0.8585955544890063, + "TN": 3404629, + "TP": 85869, + "n_pred": 93900, + "n_ref": 91980 + }, + "8": { + "Dice": 0.945936461408253, + "FN": 1493, + "FP": 3745, + "IoU": 0.8974188241745329, + "TN": 3453578, + "TP": 45824, + "n_pred": 49569, + "n_ref": 47317 + }, + "9": { + "Dice": 0.8783214449589121, + "FN": 1376, + "FP": 4458, + "IoU": 0.7830420230568985, + "TN": 3477750, + "TP": 21056, + "n_pred": 25514, + "n_ref": 22432 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9888696644845977, + "FN": 1554, + "FP": 2190, + "IoU": 0.9779843703141814, + "TN": 2808883, + "TP": 166317, + "n_pred": 168507, + "n_ref": 167871 + }, + "10": { + "Dice": 0.8985177194454432, + "FN": 2378, + "FP": 2702, + "IoU": 0.8157350647466357, + "TN": 2951375, + "TP": 22489, + "n_pred": 25191, + "n_ref": 24867 + }, + "11": { + "Dice": 0.879794771561202, + "FN": 549, + "FP": 435, + "IoU": 0.7853871319520175, + "TN": 2974359, + "TP": 3601, + "n_pred": 4036, + "n_ref": 4150 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9053110280980997, + "FN": 1574, + "FP": 1341, + "IoU": 0.8270029673590504, + "TN": 2962094, + "TP": 13935, + "n_pred": 15276, + "n_ref": 15509 + }, + "14": { + "Dice": 0.9985585182744581, + "FN": 212, + "FP": 278, + "IoU": 0.997121186306247, + "TN": 2808735, + "TP": 169719, + "n_pred": 169997, + "n_ref": 169931 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9779032958847992, + "FN": 348, + "FP": 364, + "IoU": 0.9567620088662173, + "TN": 2962477, + "TP": 15755, + "n_pred": 16119, + "n_ref": 16103 + }, + "3": { + "Dice": 0.9709587123862841, + "FN": 794, + "FP": 368, + "IoU": 0.9435566133968039, + "TN": 2958357, + "TP": 19425, + "n_pred": 19793, + "n_ref": 20219 + }, + "4": { + "Dice": 0.9438893646715514, + "FN": 510, + "FP": 1259, + "IoU": 0.8937409899086978, + "TN": 2962296, + "TP": 14879, + "n_pred": 16138, + "n_ref": 15389 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.969754390418597, + "FN": 3640, + "FP": 3032, + "IoU": 0.9412846620259959, + "TN": 2865311, + "TP": 106961, + "n_pred": 109993, + "n_ref": 110601 + }, + "7": { + "Dice": 0.955759223580676, + "FN": 4618, + "FP": 2753, + "IoU": 0.9152670965961996, + "TN": 2891953, + "TP": 79620, + "n_pred": 82373, + "n_ref": 84238 + }, + "8": { + "Dice": 0.8730445430889331, + "FN": 437, + "FP": 3710, + "IoU": 0.7746930348799305, + "TN": 2960538, + "TP": 14259, + "n_pred": 17969, + "n_ref": 14696 + }, + "9": { + "Dice": 0.963785275796015, + "FN": 725, + "FP": 1676, + "IoU": 0.9301018922852984, + "TN": 2944594, + "TP": 31949, + "n_pred": 33625, + "n_ref": 32674 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9939644130095789, + "FN": 873, + "FP": 861, + "IoU": 0.9880012455454451, + "TN": 3184893, + "TP": 142781, + "n_pred": 143642, + "n_ref": 143654 + }, + "10": { + "Dice": 0.9324630059924177, + "FN": 1372, + "FP": 3046, + "IoU": 0.8734713749749405, + "TN": 3294491, + "TP": 30499, + "n_pred": 33545, + "n_ref": 31871 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9451038575667656, + "FN": 1131, + "FP": 867, + "IoU": 0.8959212376933896, + "TN": 3310211, + "TP": 17199, + "n_pred": 18066, + "n_ref": 18330 + }, + "14": { + "Dice": 0.9188270293242669, + "FN": 1013, + "FP": 133, + "IoU": 0.8498427672955975, + "TN": 3321776, + "TP": 6486, + "n_pred": 6619, + "n_ref": 7499 + }, + "15": { + "Dice": 0.7220319076049722, + "FN": 125, + "FP": 5555, + "IoU": 0.5649842996094049, + "TN": 3316351, + "TP": 7377, + "n_pred": 12932, + "n_ref": 7502 + }, + "2": { + "Dice": 0.8997995991983968, + "FN": 97, + "FP": 3, + "IoU": 0.8178506375227687, + "TN": 3328859, + "TP": 449, + "n_pred": 452, + "n_ref": 546 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9355832516454278, + "FN": 763, + "FP": 1077, + "IoU": 0.8789632943033812, + "TN": 3314206, + "TP": 13362, + "n_pred": 14439, + "n_ref": 14125 + }, + "5": { + "Dice": 0.8580524344569288, + "FN": 292, + "FP": 466, + "IoU": 0.751393899639226, + "TN": 3326359, + "TP": 2291, + "n_pred": 2757, + "n_ref": 2583 + }, + "6": { + "Dice": 0.9898769009284822, + "FN": 7154, + "FP": 2845, + "IoU": 0.9799567021468519, + "TN": 2830538, + "TP": 488871, + "n_pred": 491716, + "n_ref": 496025 + }, + "7": { + "Dice": 0.9707069233761182, + "FN": 1361, + "FP": 1049, + "IoU": 0.943081174275525, + "TN": 3287067, + "TP": 39931, + "n_pred": 40980, + "n_ref": 41292 + }, + "8": { + "Dice": 0.9807478465802533, + "FN": 1976, + "FP": 344, + "IoU": 0.9622229821047661, + "TN": 3267995, + "TP": 59093, + "n_pred": 59437, + "n_ref": 61069 + }, + "9": { + "Dice": 0.9574345772201255, + "FN": 1369, + "FP": 334, + "IoU": 0.9183448408131952, + "TN": 3308552, + "TP": 19153, + "n_pred": 19487, + "n_ref": 20522 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.942836791024842, + "FN": 1317, + "FP": 1251, + "IoU": 0.8918554703950139, + "TN": 3305662, + "TP": 21178, + "n_pred": 22429, + "n_ref": 22495 + }, + "10": { + "Dice": 0.8480251021498888, + "FN": 13816, + "FP": 3814, + "IoU": 0.7361489419018827, + "TN": 3262590, + "TP": 49188, + "n_pred": 53002, + "n_ref": 63004 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6451612903225806, + "FN": 108, + "FP": 123, + "IoU": 0.47619047619047616, + "TN": 3328967, + "TP": 210, + "n_pred": 333, + "n_ref": 318 + }, + "13": { + "Dice": 0.8136328562901277, + "FN": 4968, + "FP": 7833, + "IoU": 0.6858187708619674, + "TN": 3288664, + "TP": 27943, + "n_pred": 35776, + "n_ref": 32911 + }, + "14": { + "Dice": 0.954785709736993, + "FN": 85, + "FP": 1335, + "IoU": 0.9134832145250716, + "TN": 3312995, + "TP": 14993, + "n_pred": 16328, + "n_ref": 15078 + }, + "15": { + "Dice": 0.9226166410608878, + "FN": 186, + "FP": 771, + "IoU": 0.8563494446112279, + "TN": 3322746, + "TP": 5705, + "n_pred": 6476, + "n_ref": 5891 + }, + "2": { + "Dice": 0.8405917651951755, + "FN": 27797, + "FP": 1716, + "IoU": 0.7250179358409348, + "TN": 3222081, + "TP": 77814, + "n_pred": 79530, + "n_ref": 105611 + }, + "3": { + "Dice": 0.9352482065085413, + "FN": 22955, + "FP": 5576, + "IoU": 0.8783720414705681, + "TN": 3094832, + "TP": 206045, + "n_pred": 211621, + "n_ref": 229000 + }, + "4": { + "Dice": 0.3632146538736024, + "FN": 1121, + "FP": 31001, + "IoU": 0.2219073226267471, + "TN": 3288125, + "TP": 9161, + "n_pred": 40162, + "n_ref": 10282 + }, + "5": { + "Dice": 0.8758882046423496, + "FN": 447, + "FP": 77, + "IoU": 0.7791824694479562, + "TN": 3327035, + "TP": 1849, + "n_pred": 1926, + "n_ref": 2296 + }, + "6": { + "Dice": 0.9546505085763307, + "FN": 18971, + "FP": 8676, + "IoU": 0.9132357325550378, + "TN": 3010763, + "TP": 290998, + "n_pred": 299674, + "n_ref": 309969 + }, + "7": { + "Dice": 0.9600377486358872, + "FN": 9093, + "FP": 3526, + "IoU": 0.9231467270822675, + "TN": 3165212, + "TP": 151577, + "n_pred": 155103, + "n_ref": 160670 + }, + "8": { + "Dice": 0.9572772258527557, + "FN": 911, + "FP": 220, + "IoU": 0.9180553542964788, + "TN": 3315606, + "TP": 12671, + "n_pred": 12891, + "n_ref": 13582 + }, + "9": { + "Dice": 0.9165648524021598, + "FN": 774, + "FP": 1343, + "IoU": 0.8459803564932703, + "TN": 3315663, + "TP": 11628, + "n_pred": 12971, + "n_ref": 12402 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9440086140593755, + "FN": 600, + "FP": 128, + "IoU": 0.8939548434085943, + "TN": 1219759, + "TP": 6137, + "n_pred": 6265, + "n_ref": 6737 + }, + "10": { + "Dice": 0.8709684947491249, + "FN": 3587, + "FP": 7471, + "IoU": 0.7714297525785981, + "TN": 1178245, + "TP": 37321, + "n_pred": 44792, + "n_ref": 40908 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6199484092863284, + "FN": 725, + "FP": 1043, + "IoU": 0.44922118380062304, + "TN": 1223414, + "TP": 1442, + "n_pred": 2485, + "n_ref": 2167 + }, + "13": { + "Dice": 0.7457062156804266, + "FN": 12647, + "FP": 1848, + "IoU": 0.5945227705046436, + "TN": 1190876, + "TP": 21253, + "n_pred": 23101, + "n_ref": 33900 + }, + "14": { + "Dice": 0.8321843186283265, + "FN": 1142, + "FP": 8254, + "IoU": 0.7125990273147157, + "TN": 1193931, + "TP": 23297, + "n_pred": 31551, + "n_ref": 24439 + }, + "15": { + "Dice": 0.6355140186915887, + "FN": 1082, + "FP": 7420, + "IoU": 0.4657534246575342, + "TN": 1210710, + "TP": 7412, + "n_pred": 14832, + "n_ref": 8494 + }, + "2": { + "Dice": 0.9449939642902185, + "FN": 1186, + "FP": 1867, + "IoU": 0.8957237516223786, + "TN": 1197346, + "TP": 26225, + "n_pred": 28092, + "n_ref": 27411 + }, + "3": { + "Dice": 0.9666020745469053, + "FN": 916, + "FP": 256, + "IoU": 0.9353628943304655, + "TN": 1208492, + "TP": 16960, + "n_pred": 17216, + "n_ref": 17876 + }, + "4": { + "Dice": 0.8404785643070788, + "FN": 7238, + "FP": 442, + "IoU": 0.7248495270851246, + "TN": 1198712, + "TP": 20232, + "n_pred": 20674, + "n_ref": 27470 + }, + "5": { + "Dice": 0.35294117647058826, + "FN": 10, + "FP": 408, + "IoU": 0.21428571428571427, + "TN": 1226092, + "TP": 114, + "n_pred": 522, + "n_ref": 124 + }, + "6": { + "Dice": 0.9361364868810745, + "FN": 2138, + "FP": 5517, + "IoU": 0.8799404015056461, + "TN": 1162864, + "TP": 56105, + "n_pred": 61622, + "n_ref": 58243 + }, + "7": { + "Dice": 0.9195086843872949, + "FN": 12923, + "FP": 3853, + "IoU": 0.851009787029965, + "TN": 1114026, + "TP": 95822, + "n_pred": 99675, + "n_ref": 108745 + }, + "8": { + "Dice": 0.9556573893119482, + "FN": 457, + "FP": 859, + "IoU": 0.9150803381299606, + "TN": 1211127, + "TP": 14181, + "n_pred": 15040, + "n_ref": 14638 + }, + "9": { + "Dice": 0.9263803680981595, + "FN": 332, + "FP": 1156, + "IoU": 0.8628571428571429, + "TN": 1215774, + "TP": 9362, + "n_pred": 10518, + "n_ref": 9694 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9361938639395286, + "FN": 143, + "FP": 431, + "IoU": 0.8800417972831766, + "TN": 1572303, + "TP": 4211, + "n_pred": 4642, + "n_ref": 4354 + }, + "10": { + "Dice": 0.8895222677642682, + "FN": 8911, + "FP": 3919, + "IoU": 0.8010266590158341, + "TN": 1512607, + "TP": 51651, + "n_pred": 55570, + "n_ref": 60562 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8307550926635013, + "FN": 561, + "FP": 544, + "IoU": 0.7105056326958344, + "TN": 1573271, + "TP": 2712, + "n_pred": 3256, + "n_ref": 3273 + }, + "13": { + "Dice": 0.7313551253570295, + "FN": 784, + "FP": 2602, + "IoU": 0.5764853033145716, + "TN": 1569093, + "TP": 4609, + "n_pred": 7211, + "n_ref": 5393 + }, + "14": { + "Dice": 0.40541799787007454, + "FN": 17863, + "FP": 3, + "IoU": 0.25424719288725633, + "TN": 1553131, + "TP": 6091, + "n_pred": 6094, + "n_ref": 23954 + }, + "15": { + "Dice": 0.9620725778291117, + "FN": 1642, + "FP": 1182, + "IoU": 0.9269170052534872, + "TN": 1538447, + "TP": 35817, + "n_pred": 36999, + "n_ref": 37459 + }, + "2": { + "Dice": 0.9505744170096022, + "FN": 1436, + "FP": 870, + "IoU": 0.9058045014501042, + "TN": 1552607, + "TP": 22175, + "n_pred": 23045, + "n_ref": 23611 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9770498511723527, + "FN": 3473, + "FP": 1238, + "IoU": 0.9551294872893867, + "TN": 1472097, + "TP": 100280, + "n_pred": 101518, + "n_ref": 103753 + }, + "7": { + "Dice": 0.9534338120290061, + "FN": 2226, + "FP": 1704, + "IoU": 0.9110114801983561, + "TN": 1532925, + "TP": 40233, + "n_pred": 41937, + "n_ref": 42459 + }, + "8": { + "Dice": 0.9416297949801358, + "FN": 3607, + "FP": 786, + "IoU": 0.8896979436060963, + "TN": 1537261, + "TP": 35434, + "n_pred": 36220, + "n_ref": 39041 + }, + "9": { + "Dice": 0.9522246535375638, + "FN": 365, + "FP": 683, + "IoU": 0.9088061260006961, + "TN": 1565596, + "TP": 10444, + "n_pred": 11127, + "n_ref": 10809 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9075772615343501, + "FN": 33420, + "FP": 5314, + "IoU": 0.8307930891378896, + "TN": 8357453, + "TP": 190181, + "n_pred": 195495, + "n_ref": 223601 + }, + "10": { + "Dice": 0.7597545268580953, + "FN": 19383, + "FP": 12327, + "IoU": 0.6125839951130116, + "TN": 8504518, + "TP": 50140, + "n_pred": 62467, + "n_ref": 69523 + }, + "11": { + "Dice": 0.3475198121514529, + "FN": 1419, + "FP": 804, + "IoU": 0.2103019538188277, + "TN": 8583553, + "TP": 592, + "n_pred": 1396, + "n_ref": 2011 + }, + "12": { + "Dice": 0.3897719419488597, + "FN": 993, + "FP": 2539, + "IoU": 0.24206008583690988, + "TN": 8581708, + "TP": 1128, + "n_pred": 3667, + "n_ref": 2121 + }, + "13": { + "Dice": 0.49693848771300936, + "FN": 14033, + "FP": 41260, + "IoU": 0.33061753205089406, + "TN": 8503765, + "TP": 27310, + "n_pred": 68570, + "n_ref": 41343 + }, + "14": { + "Dice": 0.9307560234712553, + "FN": 1962, + "FP": 5378, + "IoU": 0.8704804926682077, + "TN": 8529697, + "TP": 49331, + "n_pred": 54709, + "n_ref": 51293 + }, + "15": { + "Dice": 0.6794346978557505, + "FN": 1635, + "FP": 4943, + "IoU": 0.5145029153443058, + "TN": 8572819, + "TP": 6971, + "n_pred": 11914, + "n_ref": 8606 + }, + "2": { + "Dice": 0.9607554496192217, + "FN": 2265, + "FP": 14957, + "IoU": 0.9244748498004649, + "TN": 8358338, + "TP": 210808, + "n_pred": 225765, + "n_ref": 213073 + }, + "3": { + "Dice": 0.9414738885836499, + "FN": 2499, + "FP": 14864, + "IoU": 0.8894196169841482, + "TN": 8429351, + "TP": 139654, + "n_pred": 154518, + "n_ref": 142153 + }, + "4": { + "Dice": 0.8178960096735187, + "FN": 771, + "FP": 4500, + "IoU": 0.69189852700491, + "TN": 8569260, + "TP": 11837, + "n_pred": 16337, + "n_ref": 12608 + }, + "5": { + "Dice": 0.8423021899416749, + "FN": 2301, + "FP": 565, + "IoU": 0.7275665399239544, + "TN": 8575848, + "TP": 7654, + "n_pred": 8219, + "n_ref": 9955 + }, + "6": { + "Dice": 0.851229888230589, + "FN": 744549, + "FP": 96139, + "IoU": 0.7409923704573659, + "TN": 5340564, + "TP": 2405116, + "n_pred": 2501255, + "n_ref": 3149665 + }, + "7": { + "Dice": 0.7141446539280685, + "FN": 81926, + "FP": 41689, + "IoU": 0.5553849086599503, + "TN": 8308341, + "TP": 154412, + "n_pred": 196101, + "n_ref": 236338 + }, + "8": { + "Dice": 0.9635673800806661, + "FN": 1825, + "FP": 3658, + "IoU": 0.9296961148865239, + "TN": 8508378, + "TP": 72507, + "n_pred": 76165, + "n_ref": 74332 + }, + "9": { + "Dice": 0.6808221594918843, + "FN": 7342, + "FP": 28840, + "IoU": 0.5160958125476455, + "TN": 8511597, + "TP": 38589, + "n_pred": 67429, + "n_ref": 45931 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9475645148639109, + "FN": 722, + "FP": 1952, + "IoU": 0.9003540152785541, + "TN": 3477805, + "TP": 24161, + "n_pred": 26113, + "n_ref": 24883 + }, + "10": { + "Dice": 0.8435220309308433, + "FN": 1569, + "FP": 2721, + "IoU": 0.7293887592253832, + "TN": 3488787, + "TP": 11563, + "n_pred": 14284, + "n_ref": 13132 + }, + "11": { + "Dice": 0.40480274442538594, + "FN": 344, + "FP": 3, + "IoU": 0.2537634408602151, + "TN": 3504175, + "TP": 118, + "n_pred": 121, + "n_ref": 462 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 3504638, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "13": { + "Dice": 0.7200962238470547, + "FN": 10231, + "FP": 7455, + "IoU": 0.562617469581561, + "TN": 3464204, + "TP": 22750, + "n_pred": 30205, + "n_ref": 32981 + }, + "14": { + "Dice": 0.8947815458556897, + "FN": 7562, + "FP": 2596, + "IoU": 0.8095970009372071, + "TN": 3451290, + "TP": 43192, + "n_pred": 45788, + "n_ref": 50754 + }, + "15": { + "Dice": 0.9263849088114171, + "FN": 1539, + "FP": 2340, + "IoU": 0.8628650215654388, + "TN": 3476354, + "TP": 24407, + "n_pred": 26747, + "n_ref": 25946 + }, + "2": { + "Dice": 0.9563723281582907, + "FN": 3140, + "FP": 2573, + "IoU": 0.9163922670530213, + "TN": 3436309, + "TP": 62618, + "n_pred": 65191, + "n_ref": 65758 + }, + "3": { + "Dice": 0.9445136294451363, + "FN": 367, + "FP": 34, + "IoU": 0.894861038280021, + "TN": 3500826, + "TP": 3413, + "n_pred": 3447, + "n_ref": 3780 + }, + "4": { + "Dice": 0.9505410843439013, + "FN": 5741, + "FP": 1535, + "IoU": 0.9057439697385807, + "TN": 3427446, + "TP": 69918, + "n_pred": 71453, + "n_ref": 75659 + }, + "5": { + "Dice": 0.18619165258093875, + "FN": 21431, + "FP": 16123, + "IoU": 0.10265232974910395, + "TN": 3462790, + "TP": 4296, + "n_pred": 20419, + "n_ref": 25727 + }, + "6": { + "Dice": 0.9581434234234234, + "FN": 8548, + "FP": 5971, + "IoU": 0.9196500218597985, + "TN": 3323943, + "TP": 166178, + "n_pred": 172149, + "n_ref": 174726 + }, + "7": { + "Dice": 0.0, + "FN": 157, + "FP": 47314, + "IoU": 0.0, + "TN": 3457169, + "TP": 0, + "n_pred": 47314, + "n_ref": 157 + }, + "8": { + "Dice": 0.9516895148964187, + "FN": 2749, + "FP": 5469, + "IoU": 0.9078317239213575, + "TN": 3415477, + "TP": 80945, + "n_pred": 86414, + "n_ref": 83694 + }, + "9": { + "Dice": 0.8308742380766423, + "FN": 8614, + "FP": 1347, + "IoU": 0.7106799500421157, + "TN": 3470211, + "TP": 24468, + "n_pred": 25815, + "n_ref": 33082 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9472662344416323, + "FN": 2229, + "FP": 2334, + "IoU": 0.8998155710710052, + "TN": 2407702, + "TP": 40983, + "n_pred": 43317, + "n_ref": 43212 + }, + "10": { + "Dice": 0.8190979969415128, + "FN": 8464, + "FP": 5968, + "IoU": 0.6936206347521494, + "TN": 2406143, + "TP": 32673, + "n_pred": 38641, + "n_ref": 41137 + }, + "11": { + "Dice": 0.42196531791907516, + "FN": 101, + "FP": 99, + "IoU": 0.2673992673992674, + "TN": 2452975, + "TP": 73, + "n_pred": 172, + "n_ref": 174 + }, + "12": { + "Dice": 0.6686638705811864, + "FN": 479, + "FP": 74, + "IoU": 0.5022502250225023, + "TN": 2452137, + "TP": 558, + "n_pred": 632, + "n_ref": 1037 + }, + "13": { + "Dice": 0.7686657658594048, + "FN": 3260, + "FP": 3417, + "IoU": 0.6242543612830613, + "TN": 2435478, + "TP": 11093, + "n_pred": 14510, + "n_ref": 14353 + }, + "14": { + "Dice": 0.7869044231559644, + "FN": 6248, + "FP": 7232, + "IoU": 0.6486747113555213, + "TN": 2414879, + "TP": 24889, + "n_pred": 32121, + "n_ref": 31137 + }, + "15": { + "Dice": 0.8760490310767509, + "FN": 1079, + "FP": 3795, + "IoU": 0.7794370531269799, + "TN": 2431150, + "TP": 17224, + "n_pred": 21019, + "n_ref": 18303 + }, + "2": { + "Dice": 0.9644058716382728, + "FN": 5479, + "FP": 1165, + "IoU": 0.9312585357778421, + "TN": 2356596, + "TP": 90008, + "n_pred": 91173, + "n_ref": 95487 + }, + "3": { + "Dice": 0.968930701120347, + "FN": 4407, + "FP": 1095, + "IoU": 0.939733829892108, + "TN": 2361953, + "TP": 85793, + "n_pred": 86888, + "n_ref": 90200 + }, + "4": { + "Dice": 0.8142081069786878, + "FN": 373, + "FP": 4073, + "IoU": 0.6866365943050465, + "TN": 2439060, + "TP": 9742, + "n_pred": 13815, + "n_ref": 10115 + }, + "5": { + "Dice": 0.35957527814205337, + "FN": 1899, + "FP": 13240, + "IoU": 0.2191964515962659, + "TN": 2433859, + "TP": 4250, + "n_pred": 17490, + "n_ref": 6149 + }, + "6": { + "Dice": 0.9568178210605623, + "FN": 9688, + "FP": 9627, + "IoU": 0.9172106659580032, + "TN": 2219945, + "TP": 213988, + "n_pred": 223615, + "n_ref": 223676 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 58852, + "IoU": 0.0, + "TN": 2394396, + "TP": 0, + "n_pred": 58852, + "n_ref": 0 + }, + "8": { + "Dice": 0.9761766414875073, + "FN": 1289, + "FP": 1007, + "IoU": 0.9534619750283768, + "TN": 2403912, + "TP": 47040, + "n_pred": 48047, + "n_ref": 48329 + }, + "9": { + "Dice": 0.9178816386192422, + "FN": 1786, + "FP": 405, + "IoU": 0.848226655583264, + "TN": 2438812, + "TP": 12245, + "n_pred": 12650, + "n_ref": 14031 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9577721150345831, + "FN": 344, + "FP": 816, + "IoU": 0.918966119455117, + "TN": 3139861, + "TP": 13155, + "n_pred": 13971, + "n_ref": 13499 + }, + "10": { + "Dice": 0.9357374017568192, + "FN": 3566, + "FP": 3662, + "IoU": 0.8792354474370113, + "TN": 3094324, + "TP": 52624, + "n_pred": 56286, + "n_ref": 56190 + }, + "11": { + "Dice": 0.7046750285062714, + "FN": 432, + "FP": 86, + "IoU": 0.5440140845070423, + "TN": 3153040, + "TP": 618, + "n_pred": 704, + "n_ref": 1050 + }, + "12": { + "Dice": 0.7731629392971247, + "FN": 142, + "FP": 71, + "IoU": 0.6302083333333334, + "TN": 3153600, + "TP": 363, + "n_pred": 434, + "n_ref": 505 + }, + "13": { + "Dice": 0.7271487384133559, + "FN": 4420, + "FP": 17186, + "IoU": 0.5712754980554012, + "TN": 3103780, + "TP": 28790, + "n_pred": 45976, + "n_ref": 33210 + }, + "14": { + "Dice": 0.30357353461493103, + "FN": 3281, + "FP": 73484, + "IoU": 0.1789488320355951, + "TN": 3060680, + "TP": 16731, + "n_pred": 90215, + "n_ref": 20012 + }, + "15": { + "Dice": 0.9330793122218308, + "FN": 2494, + "FP": 1686, + "IoU": 0.8745535848263858, + "TN": 3120855, + "TP": 29141, + "n_pred": 30827, + "n_ref": 31635 + }, + "2": { + "Dice": 0.9610073111291633, + "FN": 216, + "FP": 168, + "IoU": 0.924941360437842, + "TN": 3149060, + "TP": 4732, + "n_pred": 4900, + "n_ref": 4948 + }, + "3": { + "Dice": 0.9740960985336415, + "FN": 1999, + "FP": 937, + "IoU": 0.9495003354030858, + "TN": 3096037, + "TP": 55203, + "n_pred": 56140, + "n_ref": 57202 + }, + "4": { + "Dice": 0.8306021916155625, + "FN": 76, + "FP": 1609, + "IoU": 0.7102819807427786, + "TN": 3148360, + "TP": 4131, + "n_pred": 5740, + "n_ref": 4207 + }, + "5": { + "Dice": 0.7598023064250412, + "FN": 693, + "FP": 36, + "IoU": 0.6126461211477152, + "TN": 3152294, + "TP": 1153, + "n_pred": 1189, + "n_ref": 1846 + }, + "6": { + "Dice": 0.9557698005135296, + "FN": 3912, + "FP": 3254, + "IoU": 0.9152864961993593, + "TN": 3069585, + "TP": 77425, + "n_pred": 80679, + "n_ref": 81337 + }, + "7": { + "Dice": 0.2649919054787128, + "FN": 23290, + "FP": 494288, + "IoU": 0.1527323741690253, + "TN": 2543297, + "TP": 93301, + "n_pred": 587589, + "n_ref": 116591 + }, + "8": { + "Dice": 0.9637975352535614, + "FN": 720, + "FP": 787, + "IoU": 0.9301247275930821, + "TN": 3132609, + "TP": 20060, + "n_pred": 20847, + "n_ref": 20780 + }, + "9": { + "Dice": 0.9333531510107016, + "FN": 349, + "FP": 1893, + "IoU": 0.875034836408227, + "TN": 3136235, + "TP": 15699, + "n_pred": 17592, + "n_ref": 16048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9640325001293795, + "FN": 478, + "FP": 217, + "IoU": 0.93056249375562, + "TN": 2443239, + "TP": 9314, + "n_pred": 9531, + "n_ref": 9792 + }, + "10": { + "Dice": 0.9175043246528589, + "FN": 3218, + "FP": 3840, + "IoU": 0.8475824389401171, + "TN": 2406941, + "TP": 39249, + "n_pred": 43089, + "n_ref": 42467 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7580333601229502, + "FN": 2307, + "FP": 14854, + "IoU": 0.6103492121157077, + "TN": 2409206, + "TP": 26881, + "n_pred": 41735, + "n_ref": 29188 + }, + "14": { + "Dice": 0.8573667065275659, + "FN": 2310, + "FP": 4608, + "IoU": 0.7503428365211116, + "TN": 2425538, + "TP": 20792, + "n_pred": 25400, + "n_ref": 23102 + }, + "15": { + "Dice": 0.6749427716147209, + "FN": 21, + "FP": 3671, + "IoU": 0.5093687707641196, + "TN": 2445723, + "TP": 3833, + "n_pred": 7504, + "n_ref": 3854 + }, + "2": { + "Dice": 0.9716266666666666, + "FN": 363, + "FP": 1765, + "IoU": 0.9448190021781973, + "TN": 2414684, + "TP": 36436, + "n_pred": 38201, + "n_ref": 36799 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9386707133879028, + "FN": 5675, + "FP": 2327, + "IoU": 0.8844292956281864, + "TN": 2384009, + "TP": 61237, + "n_pred": 63564, + "n_ref": 66912 + }, + "5": { + "Dice": 0.8779007649899568, + "FN": 1620, + "FP": 1237, + "IoU": 0.7823735527117611, + "TN": 2440120, + "TP": 10271, + "n_pred": 11508, + "n_ref": 11891 + }, + "6": { + "Dice": 0.9371637588616823, + "FN": 3256, + "FP": 6742, + "IoU": 0.8817574359884099, + "TN": 2368693, + "TP": 74557, + "n_pred": 81299, + "n_ref": 77813 + }, + "7": { + "Dice": 0.7859220477021525, + "FN": 350, + "FP": 1122, + "IoU": 0.6473406804024916, + "TN": 2449074, + "TP": 2702, + "n_pred": 3824, + "n_ref": 3052 + }, + "8": { + "Dice": 0.9600196037774972, + "FN": 1459, + "FP": 662, + "IoU": 0.9231131733488002, + "TN": 2425662, + "TP": 25465, + "n_pred": 26127, + "n_ref": 26924 + }, + "9": { + "Dice": 0.9265880562951693, + "FN": 3548, + "FP": 2435, + "IoU": 0.8632175761871014, + "TN": 2409507, + "TP": 37758, + "n_pred": 40193, + "n_ref": 41306 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5976277372262774, + "FN": 104, + "FP": 1660, + "IoU": 0.4261548471047495, + "TN": 5779582, + "TP": 1310, + "n_pred": 2970, + "n_ref": 1414 + }, + "10": { + "Dice": 0.9098439449409936, + "FN": 3336, + "FP": 5480, + "IoU": 0.8345997260839384, + "TN": 5729355, + "TP": 44485, + "n_pred": 49965, + "n_ref": 47821 + }, + "11": { + "Dice": 0.5523012552301255, + "FN": 427, + "FP": 1, + "IoU": 0.3815028901734104, + "TN": 5781964, + "TP": 264, + "n_pred": 265, + "n_ref": 691 + }, + "12": { + "Dice": 0.780826675929142, + "FN": 184, + "FP": 447, + "IoU": 0.6404558404558405, + "TN": 5780901, + "TP": 1124, + "n_pred": 1571, + "n_ref": 1308 + }, + "13": { + "Dice": 0.9128558591474193, + "FN": 6422, + "FP": 2403, + "IoU": 0.8396824531763766, + "TN": 5727609, + "TP": 46222, + "n_pred": 48625, + "n_ref": 52644 + }, + "14": { + "Dice": 0.9679586089170983, + "FN": 3840, + "FP": 7685, + "IoU": 0.9379067712598594, + "TN": 5597048, + "TP": 174083, + "n_pred": 181768, + "n_ref": 177923 + }, + "15": { + "Dice": 0.9493346355756318, + "FN": 314, + "FP": 516, + "IoU": 0.9035556588426679, + "TN": 5774050, + "TP": 7776, + "n_pred": 8292, + "n_ref": 8090 + }, + "2": { + "Dice": 0.971206293597312, + "FN": 2749, + "FP": 1870, + "IoU": 0.9440243340846846, + "TN": 5700138, + "TP": 77899, + "n_pred": 79769, + "n_ref": 80648 + }, + "3": { + "Dice": 0.9665130317738712, + "FN": 449, + "FP": 372, + "IoU": 0.9351961480779857, + "TN": 5769987, + "TP": 11848, + "n_pred": 12220, + "n_ref": 12297 + }, + "4": { + "Dice": 0.3807659881970372, + "FN": 18999, + "FP": 1567, + "IoU": 0.23515192085983116, + "TN": 5755767, + "TP": 6323, + "n_pred": 7890, + "n_ref": 25322 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5782656, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9572525071432574, + "FN": 26150, + "FP": 8948, + "IoU": 0.9180098860949925, + "TN": 5354580, + "TP": 392978, + "n_pred": 401926, + "n_ref": 419128 + }, + "7": { + "Dice": 0.9440867350375325, + "FN": 5189, + "FP": 17224, + "IoU": 0.8940949662859762, + "TN": 5571023, + "TP": 189220, + "n_pred": 206444, + "n_ref": 194409 + }, + "8": { + "Dice": 0.959917780061665, + "FN": 308, + "FP": 121, + "IoU": 0.9229249011857708, + "TN": 5777090, + "TP": 5137, + "n_pred": 5258, + "n_ref": 5445 + }, + "9": { + "Dice": 0.9049371248928265, + "FN": 1207, + "FP": 4115, + "IoU": 0.8263791472286562, + "TN": 5752003, + "TP": 25331, + "n_pred": 29446, + "n_ref": 26538 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8200802451584368, + "FN": 3841, + "FP": 1854, + "IoU": 0.6950305237228231, + "TN": 2084110, + "TP": 12979, + "n_pred": 14833, + "n_ref": 16820 + }, + "11": { + "Dice": 0.6025824964131994, + "FN": 26, + "FP": 251, + "IoU": 0.43121149897330596, + "TN": 2102297, + "TP": 210, + "n_pred": 461, + "n_ref": 236 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6671303068818597, + "FN": 38824, + "FP": 2817, + "IoU": 0.5005217766795811, + "TN": 2019415, + "TP": 41728, + "n_pred": 44545, + "n_ref": 80552 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.9141738132216896, + "FN": 931, + "FP": 1611, + "IoU": 0.8419154228855721, + "TN": 2086704, + "TP": 13538, + "n_pred": 15149, + "n_ref": 14469 + }, + "2": { + "Dice": 0.9380097879282219, + "FN": 381, + "FP": 1519, + "IoU": 0.8832565284178188, + "TN": 2086509, + "TP": 14375, + "n_pred": 15894, + "n_ref": 14756 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3738, + "IoU": 0.0, + "TN": 2099046, + "TP": 0, + "n_pred": 3738, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9742378659481031, + "FN": 9015, + "FP": 11177, + "IoU": 0.9497697698195722, + "TN": 1700795, + "TP": 381797, + "n_pred": 392974, + "n_ref": 390812 + }, + "7": { + "Dice": 0.7814392705958971, + "FN": 354, + "FP": 6358, + "IoU": 0.6412805301694191, + "TN": 2084073, + "TP": 11999, + "n_pred": 18357, + "n_ref": 12353 + }, + "8": { + "Dice": 0.955290074008371, + "FN": 924, + "FP": 689, + "IoU": 0.9144070045104802, + "TN": 2083939, + "TP": 17232, + "n_pred": 17921, + "n_ref": 18156 + }, + "9": { + "Dice": 0.8920651043556072, + "FN": 745, + "FP": 3718, + "IoU": 0.8051602200296866, + "TN": 2079878, + "TP": 18443, + "n_pred": 22161, + "n_ref": 19188 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9684390545115976, + "FN": 6113, + "FP": 16734, + "IoU": 0.9388093439821734, + "TN": 5058818, + "TP": 350527, + "n_pred": 367261, + "n_ref": 356640 + }, + "10": { + "Dice": 0.907923553525635, + "FN": 2258, + "FP": 2661, + "IoU": 0.8313736244900758, + "TN": 5403021, + "TP": 24252, + "n_pred": 26913, + "n_ref": 26510 + }, + "11": { + "Dice": 0.3941712204007286, + "FN": 3279, + "FP": 47, + "IoU": 0.2454627949183303, + "TN": 5427784, + "TP": 1082, + "n_pred": 1129, + "n_ref": 4361 + }, + "12": { + "Dice": 0.8598880913355564, + "FN": 1293, + "FP": 1186, + "IoU": 0.7542137616498116, + "TN": 5422106, + "TP": 7607, + "n_pred": 8793, + "n_ref": 8900 + }, + "13": { + "Dice": 0.9103824846926605, + "FN": 5223, + "FP": 8301, + "IoU": 0.8355064707599494, + "TN": 5349976, + "TP": 68692, + "n_pred": 76993, + "n_ref": 73915 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5432192, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5432192, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.879988063347537, + "FN": 31931, + "FP": 2655, + "IoU": 0.7856952542645939, + "TN": 5270805, + "TP": 126801, + "n_pred": 129456, + "n_ref": 158732 + }, + "3": { + "Dice": 0.8944142019480834, + "FN": 3768, + "FP": 22378, + "IoU": 0.80899574101266, + "TN": 5295305, + "TP": 110741, + "n_pred": 133119, + "n_ref": 114509 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 393, + "IoU": 0.0, + "TN": 5431799, + "TP": 0, + "n_pred": 393, + "n_ref": 0 + }, + "5": { + "Dice": 0.8173423565871861, + "FN": 7851, + "FP": 3701, + "IoU": 0.6911064762821542, + "TN": 5394794, + "TP": 25846, + "n_pred": 29547, + "n_ref": 33697 + }, + "6": { + "Dice": 0.955605062366469, + "FN": 37184, + "FP": 10463, + "IoU": 0.9149843875457222, + "TN": 4871742, + "TP": 512803, + "n_pred": 523266, + "n_ref": 549987 + }, + "7": { + "Dice": 0.8058352638943046, + "FN": 5025, + "FP": 62695, + "IoU": 0.6748108025047059, + "TN": 5223944, + "TP": 140528, + "n_pred": 203223, + "n_ref": 145553 + }, + "8": { + "Dice": 0.968239293808899, + "FN": 2624, + "FP": 1636, + "IoU": 0.9384339682631442, + "TN": 5362998, + "TP": 64934, + "n_pred": 66570, + "n_ref": 67558 + }, + "9": { + "Dice": 0.9389914920107906, + "FN": 5014, + "FP": 2042, + "IoU": 0.884999022100528, + "TN": 5370836, + "TP": 54300, + "n_pred": 56342, + "n_ref": 59314 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9298878671477904, + "FN": 803, + "FP": 2811, + "IoU": 0.8689630166787528, + "TN": 3827524, + "TP": 23966, + "n_pred": 26777, + "n_ref": 24769 + }, + "10": { + "Dice": 0.911375749377213, + "FN": 3799, + "FP": 8190, + "IoU": 0.8371811934704076, + "TN": 3781470, + "TP": 61645, + "n_pred": 69835, + "n_ref": 65444 + }, + "11": { + "Dice": 0.08823529411764706, + "FN": 124, + "FP": 0, + "IoU": 0.046153846153846156, + "TN": 3854974, + "TP": 6, + "n_pred": 6, + "n_ref": 130 + }, + "12": { + "Dice": 0.7799526243610523, + "FN": 1142, + "FP": 623, + "IoU": 0.639280604945841, + "TN": 3850211, + "TP": 3128, + "n_pred": 3751, + "n_ref": 4270 + }, + "13": { + "Dice": 0.7635276116288775, + "FN": 5402, + "FP": 8198, + "IoU": 0.6175047811902351, + "TN": 3819548, + "TP": 21956, + "n_pred": 30154, + "n_ref": 27358 + }, + "14": { + "Dice": 0.9660021469099831, + "FN": 2873, + "FP": 1561, + "IoU": 0.93423999288119, + "TN": 3787677, + "TP": 62993, + "n_pred": 64554, + "n_ref": 65866 + }, + "15": { + "Dice": 0.9444453207565027, + "FN": 1082, + "FP": 5962, + "IoU": 0.8947384150988509, + "TN": 3788185, + "TP": 59875, + "n_pred": 65837, + "n_ref": 60957 + }, + "2": { + "Dice": 0.9680185042405551, + "FN": 1758, + "FP": 2390, + "IoU": 0.9380192457115534, + "TN": 3788180, + "TP": 62776, + "n_pred": 65166, + "n_ref": 64534 + }, + "3": { + "Dice": 0.9775524146681218, + "FN": 2267, + "FP": 2793, + "IoU": 0.9560904917691366, + "TN": 3739867, + "TP": 110177, + "n_pred": 112970, + "n_ref": 112444 + }, + "4": { + "Dice": 0.7905882352941176, + "FN": 11, + "FP": 256, + "IoU": 0.6536964980544747, + "TN": 3854333, + "TP": 504, + "n_pred": 760, + "n_ref": 515 + }, + "5": { + "Dice": 0.8236502096346368, + "FN": 1488, + "FP": 2634, + "IoU": 0.7001745708466686, + "TN": 3841356, + "TP": 9626, + "n_pred": 12260, + "n_ref": 11114 + }, + "6": { + "Dice": 0.9659728092550415, + "FN": 14282, + "FP": 4154, + "IoU": 0.9341851141836148, + "TN": 3574985, + "TP": 261683, + "n_pred": 265837, + "n_ref": 275965 + }, + "7": { + "Dice": 0.9753316984446629, + "FN": 7202, + "FP": 13047, + "IoU": 0.9518511473070979, + "TN": 3434554, + "TP": 400301, + "n_pred": 413348, + "n_ref": 407503 + }, + "8": { + "Dice": 0.9673119565488203, + "FN": 668, + "FP": 1956, + "IoU": 0.9366932857246254, + "TN": 3813655, + "TP": 38825, + "n_pred": 40781, + "n_ref": 39493 + }, + "9": { + "Dice": 0.9610191938959062, + "FN": 1339, + "FP": 2605, + "IoU": 0.9249633758870646, + "TN": 3802543, + "TP": 48617, + "n_pred": 51222, + "n_ref": 49956 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9153000372717107, + "FN": 43, + "FP": 1775, + "IoU": 0.843827849841079, + "TN": 2616839, + "TP": 9823, + "n_pred": 11598, + "n_ref": 9866 + }, + "10": { + "Dice": 0.8813009595026803, + "FN": 4389, + "FP": 3516, + "IoU": 0.7877909317870662, + "TN": 2591229, + "TP": 29346, + "n_pred": 32862, + "n_ref": 33735 + }, + "11": { + "Dice": 0.7104693140794224, + "FN": 862, + "FP": 742, + "IoU": 0.5509518477043673, + "TN": 2624908, + "TP": 1968, + "n_pred": 2710, + "n_ref": 2830 + }, + "12": { + "Dice": 0.02843601895734597, + "FN": 205, + "FP": 0, + "IoU": 0.014423076923076924, + "TN": 2628272, + "TP": 3, + "n_pred": 3, + "n_ref": 208 + }, + "13": { + "Dice": 0.7259556031771913, + "FN": 5389, + "FP": 6376, + "IoU": 0.569804007605675, + "TN": 2601132, + "TP": 15583, + "n_pred": 21959, + "n_ref": 20972 + }, + "14": { + "Dice": 0.9474620109925639, + "FN": 288, + "FP": 3612, + "IoU": 0.9001689448625403, + "TN": 2589414, + "TP": 35166, + "n_pred": 38778, + "n_ref": 35454 + }, + "15": { + "Dice": 0.7620730510138451, + "FN": 34023, + "FP": 1120, + "IoU": 0.6156042177108856, + "TN": 2537056, + "TP": 56281, + "n_pred": 57401, + "n_ref": 90304 + }, + "2": { + "Dice": 0.9252604685884388, + "FN": 1817, + "FP": 14302, + "IoU": 0.8609160094569175, + "TN": 2512586, + "TP": 99775, + "n_pred": 114077, + "n_ref": 101592 + }, + "3": { + "Dice": 0.9680457079920148, + "FN": 1067, + "FP": 3575, + "IoU": 0.9380703345962965, + "TN": 2553524, + "TP": 70314, + "n_pred": 73889, + "n_ref": 71381 + }, + "4": { + "Dice": 0.8804740301823906, + "FN": 1605, + "FP": 977, + "IoU": 0.7864703936486933, + "TN": 2616388, + "TP": 9510, + "n_pred": 10487, + "n_ref": 11115 + }, + "5": { + "Dice": 0.8409638554216867, + "FN": 12, + "FP": 120, + "IoU": 0.7255717255717256, + "TN": 2627999, + "TP": 349, + "n_pred": 469, + "n_ref": 361 + }, + "6": { + "Dice": 0.9647667901823751, + "FN": 3876, + "FP": 10225, + "IoU": 0.931931840123576, + "TN": 2421320, + "TP": 193059, + "n_pred": 203284, + "n_ref": 196935 + }, + "7": { + "Dice": 0.950525563198586, + "FN": 7232, + "FP": 3909, + "IoU": 0.9057157848414069, + "TN": 2510316, + "TP": 107023, + "n_pred": 110932, + "n_ref": 114255 + }, + "8": { + "Dice": 0.9566034512215957, + "FN": 273, + "FP": 2267, + "IoU": 0.9168167676436876, + "TN": 2597945, + "TP": 27995, + "n_pred": 30262, + "n_ref": 28268 + }, + "9": { + "Dice": 0.9219949044197293, + "FN": 1826, + "FP": 3287, + "IoU": 0.8552787998867818, + "TN": 2593150, + "TP": 30217, + "n_pred": 33504, + "n_ref": 32043 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9790499875145875, + "FN": 1991, + "FP": 2120, + "IoU": 0.9589597683937306, + "TN": 3579702, + "TP": 96059, + "n_pred": 98179, + "n_ref": 98050 + }, + "10": { + "Dice": 0.8819456225035855, + "FN": 1333, + "FP": 6322, + "IoU": 0.7888217606002924, + "TN": 3643623, + "TP": 28594, + "n_pred": 34916, + "n_ref": 29927 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7154522613065326, + "FN": 680, + "FP": 1132, + "IoU": 0.5569682151589243, + "TN": 3675782, + "TP": 2278, + "n_pred": 3410, + "n_ref": 2958 + }, + "13": { + "Dice": 0.9093953310371221, + "FN": 192, + "FP": 1702, + "IoU": 0.8338450741293096, + "TN": 3668473, + "TP": 9505, + "n_pred": 11207, + "n_ref": 9697 + }, + "14": { + "Dice": 0.9263248886229137, + "FN": 172, + "FP": 2044, + "IoU": 0.8627608843748065, + "TN": 3663725, + "TP": 13931, + "n_pred": 15975, + "n_ref": 14103 + }, + "15": { + "Dice": 0.9013444240255344, + "FN": 1266, + "FP": 2814, + "IoU": 0.8204067259441852, + "TN": 3657154, + "TP": 18638, + "n_pred": 21452, + "n_ref": 19904 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9820786120170808, + "FN": 133, + "FP": 400, + "IoU": 0.9647882671599393, + "TN": 3664735, + "TP": 14604, + "n_pred": 15004, + "n_ref": 14737 + }, + "4": { + "Dice": 0.8423683198769704, + "FN": 506, + "FP": 314, + "IoU": 0.7276652274991697, + "TN": 3676861, + "TP": 2191, + "n_pred": 2505, + "n_ref": 2697 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.948567695444737, + "FN": 2047, + "FP": 3149, + "IoU": 0.9021671593455216, + "TN": 3626761, + "TP": 47915, + "n_pred": 51064, + "n_ref": 49962 + }, + "7": { + "Dice": 0.9895403000417617, + "FN": 6200, + "FP": 3568, + "IoU": 0.9792971457274929, + "TN": 3208053, + "TP": 462051, + "n_pred": 465619, + "n_ref": 468251 + }, + "8": { + "Dice": 0.9498371335504886, + "FN": 975, + "FP": 719, + "IoU": 0.9044665012406948, + "TN": 3662140, + "TP": 16038, + "n_pred": 16757, + "n_ref": 17013 + }, + "9": { + "Dice": 0.8958177278401998, + "FN": 3148, + "FP": 190, + "IoU": 0.811295155181186, + "TN": 3662183, + "TP": 14351, + "n_pred": 14541, + "n_ref": 17499 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9516696750902527, + "FN": 1648, + "FP": 494, + "IoU": 0.9077956179243253, + "TN": 2254785, + "TP": 21089, + "n_pred": 21583, + "n_ref": 22737 + }, + "10": { + "Dice": 0.8865546218487395, + "FN": 3709, + "FP": 449, + "IoU": 0.7962264150943397, + "TN": 2257611, + "TP": 16247, + "n_pred": 16696, + "n_ref": 19956 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8421795097866337, + "FN": 241, + "FP": 654, + "IoU": 0.7273834907097168, + "TN": 2274733, + "TP": 2388, + "n_pred": 3042, + "n_ref": 2629 + }, + "13": { + "Dice": 0.8785301786105899, + "FN": 3908, + "FP": 1077, + "IoU": 0.7833738918824961, + "TN": 2255004, + "TP": 18027, + "n_pred": 19104, + "n_ref": 21935 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8857007250905776, + "FN": 1035, + "FP": 23288, + "IoU": 0.794849951923888, + "TN": 2159454, + "TP": 94239, + "n_pred": 117527, + "n_ref": 95274 + }, + "3": { + "Dice": 0.7053944717047884, + "FN": 1582, + "FP": 94181, + "IoU": 0.5448721299944393, + "TN": 2067607, + "TP": 114646, + "n_pred": 208827, + "n_ref": 116228 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9362311917840936, + "FN": 403, + "FP": 131, + "IoU": 0.880107768298159, + "TN": 2273562, + "TP": 3920, + "n_pred": 4051, + "n_ref": 4323 + }, + "7": { + "Dice": 0.9787629865450878, + "FN": 819, + "FP": 802, + "IoU": 0.958409236690186, + "TN": 2239041, + "TP": 37354, + "n_pred": 38156, + "n_ref": 38173 + }, + "8": { + "Dice": 0.9527263307861676, + "FN": 94, + "FP": 271, + "IoU": 0.90972050457581, + "TN": 2273973, + "TP": 3678, + "n_pred": 3949, + "n_ref": 3772 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8923857868020305, + "FN": 209, + "FP": 3, + "IoU": 0.8056828597616865, + "TN": 875069, + "TP": 879, + "n_pred": 882, + "n_ref": 1088 + }, + "10": { + "Dice": 0.9095107275883573, + "FN": 2920, + "FP": 2449, + "IoU": 0.8340391332570863, + "TN": 843809, + "TP": 26982, + "n_pred": 29431, + "n_ref": 29902 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8719655442443226, + "FN": 404, + "FP": 250, + "IoU": 0.7729954876778896, + "TN": 873279, + "TP": 2227, + "n_pred": 2477, + "n_ref": 2631 + }, + "13": { + "Dice": 0.8865279553644078, + "FN": 2139, + "FP": 2742, + "IoU": 0.7961833973609487, + "TN": 852212, + "TP": 19067, + "n_pred": 21809, + "n_ref": 21206 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 534, + "IoU": 0.0, + "TN": 875626, + "TP": 0, + "n_pred": 534, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9691003161828111, + "FN": 368, + "FP": 62, + "IoU": 0.9400529764394256, + "TN": 868987, + "TP": 6743, + "n_pred": 6805, + "n_ref": 7111 + }, + "4": { + "Dice": 0.9353267260204938, + "FN": 1452, + "FP": 473, + "IoU": 0.8785105711580941, + "TN": 860315, + "TP": 13920, + "n_pred": 14393, + "n_ref": 15372 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9589205521408911, + "FN": 1093, + "FP": 892, + "IoU": 0.9210829722100743, + "TN": 851007, + "TP": 23168, + "n_pred": 24060, + "n_ref": 24261 + }, + "7": { + "Dice": 0.9458288190682557, + "FN": 179, + "FP": 921, + "IoU": 0.8972250770811921, + "TN": 865457, + "TP": 9603, + "n_pred": 10524, + "n_ref": 9782 + }, + "8": { + "Dice": 0.9663931140693234, + "FN": 887, + "FP": 706, + "IoU": 0.9349716291790832, + "TN": 851663, + "TP": 22904, + "n_pred": 23610, + "n_ref": 23791 + }, + "9": { + "Dice": 0.9613390015357565, + "FN": 753, + "FP": 984, + "IoU": 0.9255560793725625, + "TN": 852827, + "TP": 21596, + "n_pred": 22580, + "n_ref": 22349 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0400.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8582301419510722, + "FN": 335, + "FP": 2012, + "IoU": 0.7516664903184849, + "TN": 1918101, + "TP": 7104, + "n_pred": 9116, + "n_ref": 7439 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9441012813313594, + "FN": 1384, + "FP": 806, + "IoU": 0.8941210597563334, + "TN": 1906868, + "TP": 18494, + "n_pred": 19300, + "n_ref": 19878 + }, + "14": { + "Dice": 0.6591771987309513, + "FN": 8, + "FP": 6545, + "IoU": 0.4916214119472459, + "TN": 1914662, + "TP": 6337, + "n_pred": 12882, + "n_ref": 6345 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9665946851174474, + "FN": 2208, + "FP": 2340, + "IoU": 0.9353490553968187, + "TN": 1857205, + "TP": 65799, + "n_pred": 68139, + "n_ref": 68007 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 467, + "IoU": 0.0, + "TN": 1927085, + "TP": 0, + "n_pred": 467, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9434891595936497, + "FN": 760, + "FP": 525, + "IoU": 0.893023643023643, + "TN": 1915540, + "TP": 10727, + "n_pred": 11252, + "n_ref": 11487 + }, + "6": { + "Dice": 0.7928126145947928, + "FN": 384, + "FP": 181, + "IoU": 0.6567436208991495, + "TN": 1925906, + "TP": 1081, + "n_pred": 1262, + "n_ref": 1465 + }, + "7": { + "Dice": 0.9823527145224059, + "FN": 4004, + "FP": 576, + "IoU": 0.9653174813524668, + "TN": 1795497, + "TP": 127475, + "n_pred": 128051, + "n_ref": 131479 + }, + "8": { + "Dice": 0.9368285671054623, + "FN": 5447, + "FP": 1233, + "IoU": 0.8811641642353946, + "TN": 1871340, + "TP": 49532, + "n_pred": 50765, + "n_ref": 54979 + }, + "9": { + "Dice": 0.8560949203473343, + "FN": 389, + "FP": 6124, + "IoU": 0.7483968168121765, + "TN": 1901666, + "TP": 19373, + "n_pred": 25497, + "n_ref": 19762 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0402.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9319428883334769, + "FN": 1622, + "FP": 747, + "IoU": 0.8725590402926462, + "TN": 2960355, + "TP": 16220, + "n_pred": 16967, + "n_ref": 17842 + }, + "11": { + "Dice": 0.7729918509895227, + "FN": 329, + "FP": 451, + "IoU": 0.6299810246679317, + "TN": 2976836, + "TP": 1328, + "n_pred": 1779, + "n_ref": 1657 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 2978925, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "13": { + "Dice": 0.868030803080308, + "FN": 1182, + "FP": 4816, + "IoU": 0.7668325299331363, + "TN": 2953220, + "TP": 19726, + "n_pred": 24542, + "n_ref": 20908 + }, + "14": { + "Dice": 0.9595219207784653, + "FN": 989, + "FP": 2838, + "IoU": 0.9221933070385883, + "TN": 2929758, + "TP": 45359, + "n_pred": 48197, + "n_ref": 46348 + }, + "15": { + "Dice": 0.905976873092653, + "FN": 545, + "FP": 3984, + "IoU": 0.828114918972257, + "TN": 2952595, + "TP": 21820, + "n_pred": 25804, + "n_ref": 22365 + }, + "2": { + "Dice": 0.9774157664632817, + "FN": 2577, + "FP": 3534, + "IoU": 0.9558290988731397, + "TN": 2840595, + "TP": 132238, + "n_pred": 135772, + "n_ref": 134815 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 427, + "IoU": 0.0, + "TN": 2978517, + "TP": 0, + "n_pred": 427, + "n_ref": 0 + }, + "4": { + "Dice": 0.9763179755894945, + "FN": 845, + "FP": 1008, + "IoU": 0.9537316786936003, + "TN": 2938895, + "TP": 38196, + "n_pred": 39204, + "n_ref": 39041 + }, + "5": { + "Dice": 0.6506024096385542, + "FN": 0, + "FP": 29, + "IoU": 0.48214285714285715, + "TN": 2978888, + "TP": 27, + "n_pred": 56, + "n_ref": 27 + }, + "6": { + "Dice": 0.9023608389275737, + "FN": 106904, + "FP": 10180, + "IoU": 0.8220924242953761, + "TN": 2320827, + "TP": 541033, + "n_pred": 551213, + "n_ref": 647937 + }, + "7": { + "Dice": 0.9444935571310645, + "FN": 7556, + "FP": 11406, + "IoU": 0.8948250041599645, + "TN": 2798654, + "TP": 161328, + "n_pred": 172734, + "n_ref": 168884 + }, + "8": { + "Dice": 0.9230327727716238, + "FN": 256, + "FP": 1085, + "IoU": 0.8570667235131102, + "TN": 2969562, + "TP": 8041, + "n_pred": 9126, + "n_ref": 8297 + }, + "9": { + "Dice": 0.8771029954862536, + "FN": 5420, + "FP": 4164, + "IoU": 0.7811072537913393, + "TN": 2935160, + "TP": 34200, + "n_pred": 38364, + "n_ref": 39620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.7982804080045637, + "FN": 11285.868888888892, + "FP": 5912.61111111111, + "IoU": 0.7149204085532891, + "TN": 2847849.2022222225, + "TP": 43803.51777777778, + "n_pred": 49716.128888888896, + "n_ref": 55089.386666666665 + }, + "mean": { + "1": { + "Dice": 0.935085241320499, + "FN": 6725.866666666667, + "FP": 3519.8, + "IoU": 0.8817241086433062, + "TN": 2842998.3666666667, + "TP": 55607.166666666664, + "n_pred": 59126.96666666667, + "n_ref": 62333.03333333333 + }, + "10": { + "Dice": 0.7930036821669323, + "FN": 6712.0, + "FP": 5581.833333333333, + "IoU": 0.6871552226753863, + "TN": 2870925.7, + "TP": 25631.666666666668, + "n_pred": 31213.5, + "n_ref": 32343.666666666668 + }, + "11": { + "Dice": 0.6830495229160403, + "FN": 317.23333333333335, + "FP": 229.63333333333333, + "IoU": 0.5548795071602889, + "TN": 2907396.5, + "TP": 907.8333333333334, + "n_pred": 1137.4666666666667, + "n_ref": 1225.0666666666666 + }, + "12": { + "Dice": 0.49034587186729256, + "FN": 397.3333333333333, + "FP": 302.1, + "IoU": 0.3887681207118258, + "TN": 2907331.7666666666, + "TP": 820.0, + "n_pred": 1122.1, + "n_ref": 1217.3333333333333 + }, + "13": { + "Dice": 0.7825592397047447, + "FN": 7038.4, + "FP": 6864.433333333333, + "IoU": 0.6602028355045572, + "TN": 2871144.5, + "TP": 23803.866666666665, + "n_pred": 30668.3, + "n_ref": 30842.266666666666 + }, + "14": { + "Dice": 0.7983554456921488, + "FN": 2953.0666666666666, + "FP": 5402.766666666666, + "IoU": 0.7392995928093231, + "TN": 2863067.2, + "TP": 37428.166666666664, + "n_pred": 42830.933333333334, + "n_ref": 40381.23333333333 + }, + "15": { + "Dice": 0.6659573399464316, + "FN": 4476.066666666667, + "FP": 1719.5666666666666, + "IoU": 0.5910524398316556, + "TN": 2886536.5, + "TP": 16119.066666666668, + "n_pred": 17838.633333333335, + "n_ref": 20595.133333333335 + }, + "2": { + "Dice": 0.8830831060584337, + "FN": 15713.833333333334, + "FP": 1648.9666666666667, + "IoU": 0.8226561776523549, + "TN": 2852658.2666666666, + "TP": 38830.13333333333, + "n_pred": 40479.1, + "n_ref": 54543.96666666667 + }, + "3": { + "Dice": 0.865523942086736, + "FN": 29165.8, + "FP": 5606.6, + "IoU": 0.8188775783374302, + "TN": 2833099.8, + "TP": 40979.0, + "n_pred": 46585.6, + "n_ref": 70144.8 + }, + "4": { + "Dice": 0.7421468833038305, + "FN": 7326.6, + "FP": 1313.9333333333334, + "IoU": 0.6362879016071527, + "TN": 2888241.2333333334, + "TP": 11969.433333333332, + "n_pred": 13283.366666666667, + "n_ref": 19296.033333333333 + }, + "5": { + "Dice": 0.7995790699446989, + "FN": 818.7, + "FP": 1108.5, + "IoU": 0.6890391057396331, + "TN": 2901675.8, + "TP": 5248.2, + "n_pred": 6356.7, + "n_ref": 6066.9 + }, + "6": { + "Dice": 0.9079857605239496, + "FN": 61979.36666666667, + "FP": 30400.066666666666, + "IoU": 0.852965737253882, + "TN": 2568487.533333333, + "TP": 247984.23333333334, + "n_pred": 278384.3, + "n_ref": 309963.6 + }, + "7": { + "Dice": 0.8155436941587487, + "FN": 21058.966666666667, + "FP": 19146.333333333332, + "IoU": 0.7319725288209049, + "TN": 2774298.533333333, + "TP": 94347.36666666667, + "n_pred": 113493.7, + "n_ref": 115406.33333333333 + }, + "8": { + "Dice": 0.9307249225556707, + "FN": 1808.9666666666667, + "FP": 2491.633333333333, + "IoU": 0.8728569738835099, + "TN": 2871974.2333333334, + "TP": 32576.366666666665, + "n_pred": 35068.0, + "n_ref": 34385.333333333336 + }, + "9": { + "Dice": 0.881262397822298, + "FN": 2795.8333333333335, + "FP": 3353.0, + "IoU": 0.7960682976681276, + "TN": 2877902.1, + "TP": 24800.266666666666, + "n_pred": 28153.266666666666, + "n_ref": 27596.1 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.932244314682041, + "FN": 2360, + "FP": 3140, + "IoU": 0.8730876618132312, + "TN": 3811767, + "TP": 37837, + "n_pred": 40977, + "n_ref": 40197 + }, + "10": { + "Dice": 0.38834283467662667, + "FN": 11260, + "FP": 1186, + "IoU": 0.2409587119595048, + "TN": 3838707, + "TP": 3951, + "n_pred": 5137, + "n_ref": 15211 + }, + "11": { + "Dice": 0.5147338403041825, + "FN": 867, + "FP": 1175, + "IoU": 0.34656, + "TN": 3851979, + "TP": 1083, + "n_pred": 2258, + "n_ref": 1950 + }, + "12": { + "Dice": 0.0, + "FN": 78, + "FP": 53, + "IoU": 0.0, + "TN": 3854973, + "TP": 0, + "n_pred": 53, + "n_ref": 78 + }, + "13": { + "Dice": 0.49303455337794394, + "FN": 38841, + "FP": 3737, + "IoU": 0.3271704434120287, + "TN": 3791822, + "TP": 20704, + "n_pred": 24441, + "n_ref": 59545 + }, + "14": { + "Dice": 0.23663638284386224, + "FN": 1330, + "FP": 9509, + "IoU": 0.13419602204648934, + "TN": 3842585, + "TP": 1680, + "n_pred": 11189, + "n_ref": 3010 + }, + "15": { + "Dice": 0.8730952380952381, + "FN": 6321, + "FP": 1141, + "IoU": 0.7747728713289669, + "TN": 3821973, + "TP": 25669, + "n_pred": 26810, + "n_ref": 31990 + }, + "2": { + "Dice": 0.9274629720877656, + "FN": 5748, + "FP": 6765, + "IoU": 0.8647374850014593, + "TN": 3762595, + "TP": 79996, + "n_pred": 86761, + "n_ref": 85744 + }, + "3": { + "Dice": 0.02309717352130783, + "FN": 811381, + "FP": 182, + "IoU": 0.011683514845516753, + "TN": 3033947, + "TP": 9594, + "n_pred": 9776, + "n_ref": 820975 + }, + "4": { + "Dice": 0.5438534840936808, + "FN": 17294, + "FP": 4773, + "IoU": 0.37348816080858555, + "TN": 3819882, + "TP": 13155, + "n_pred": 17928, + "n_ref": 30449 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.46313072339705535, + "FN": 14942, + "FP": 530813, + "IoU": 0.30134685522554483, + "TN": 3073951, + "TP": 235398, + "n_pred": 766211, + "n_ref": 250340 + }, + "7": { + "Dice": 0.8406273473487968, + "FN": 76912, + "FP": 11139, + "IoU": 0.7250708781395582, + "TN": 3534836, + "TP": 232217, + "n_pred": 243356, + "n_ref": 309129 + }, + "8": { + "Dice": 0.9254317968425879, + "FN": 1778, + "FP": 1637, + "IoU": 0.8612127123465821, + "TN": 3830498, + "TP": 21191, + "n_pred": 22828, + "n_ref": 22969 + }, + "9": { + "Dice": 0.553584102200142, + "FN": 2124, + "FP": 392, + "IoU": 0.38272816486751715, + "TN": 3851028, + "TP": 1560, + "n_pred": 1952, + "n_ref": 3684 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9750214815258877, + "FN": 920, + "FP": 1580, + "IoU": 0.9512604059033396, + "TN": 1701027, + "TP": 48793, + "n_pred": 50373, + "n_ref": 49713 + }, + "10": { + "Dice": 0.7589077655400426, + "FN": 4657, + "FP": 7448, + "IoU": 0.6114837757165325, + "TN": 1721163, + "TP": 19052, + "n_pred": 26500, + "n_ref": 23709 + }, + "11": { + "Dice": 0.7015804152463588, + "FN": 326, + "FP": 637, + "IoU": 0.5403341288782816, + "TN": 1750225, + "TP": 1132, + "n_pred": 1769, + "n_ref": 1458 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7872142924407732, + "FN": 11716, + "FP": 4101, + "IoU": 0.649095951192457, + "TN": 1707245, + "TP": 29258, + "n_pred": 33359, + "n_ref": 40974 + }, + "14": { + "Dice": 0.8898516977458821, + "FN": 3097, + "FP": 2674, + "IoU": 0.8015611030878207, + "TN": 1723238, + "TP": 23311, + "n_pred": 25985, + "n_ref": 26408 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9511325588645945, + "FN": 2233, + "FP": 1372, + "IoU": 0.9068186517783292, + "TN": 1713632, + "TP": 35083, + "n_pred": 36455, + "n_ref": 37316 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8775376017095422, + "FN": 1961, + "FP": 1019, + "IoU": 0.7817968807205097, + "TN": 1738663, + "TP": 10677, + "n_pred": 11696, + "n_ref": 12638 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9726989978113121, + "FN": 4092, + "FP": 3729, + "IoU": 0.9468490692980489, + "TN": 1605173, + "TP": 139326, + "n_pred": 143055, + "n_ref": 143418 + }, + "7": { + "Dice": 0.9024581639152179, + "FN": 65529, + "FP": 7063, + "IoU": 0.8222539991136206, + "TN": 1343917, + "TP": 335811, + "n_pred": 342874, + "n_ref": 401340 + }, + "8": { + "Dice": 0.8743914313534566, + "FN": 312, + "FP": 204, + "IoU": 0.7768166089965398, + "TN": 1750008, + "TP": 1796, + "n_pred": 2000, + "n_ref": 2108 + }, + "9": { + "Dice": 0.95691939482007, + "FN": 757, + "FP": 1259, + "IoU": 0.9173973613045973, + "TN": 1727914, + "TP": 22390, + "n_pred": 23649, + "n_ref": 23147 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8250551974803554, + "FN": 141391, + "FP": 5750, + "IoU": 0.7022076234654102, + "TN": 4762854, + "TP": 346965, + "n_pred": 352715, + "n_ref": 488356 + }, + "10": { + "Dice": 0.6500401198683413, + "FN": 15472, + "FP": 5899, + "IoU": 0.48152551008030275, + "TN": 5215741, + "TP": 19848, + "n_pred": 25747, + "n_ref": 35320 + }, + "11": { + "Dice": 0.7107438016528925, + "FN": 47, + "FP": 93, + "IoU": 0.5512820512820513, + "TN": 5256648, + "TP": 172, + "n_pred": 265, + "n_ref": 219 + }, + "12": { + "Dice": 0.5604508196721312, + "FN": 487, + "FP": 371, + "IoU": 0.3893238434163701, + "TN": 5255555, + "TP": 547, + "n_pred": 918, + "n_ref": 1034 + }, + "13": { + "Dice": 0.7443894597491016, + "FN": 24301, + "FP": 8137, + "IoU": 0.592850598084623, + "TN": 5177289, + "TP": 47233, + "n_pred": 55370, + "n_ref": 71534 + }, + "14": { + "Dice": 0.9479727004436777, + "FN": 8613, + "FP": 17443, + "IoU": 0.9010913508075996, + "TN": 4993525, + "TP": 237379, + "n_pred": 254822, + "n_ref": 245992 + }, + "15": { + "Dice": 0.8514324857960269, + "FN": 3046, + "FP": 641, + "IoU": 0.7412994667415099, + "TN": 5242708, + "TP": 10565, + "n_pred": 11206, + "n_ref": 13611 + }, + "2": { + "Dice": 0.9438120096227928, + "FN": 4350, + "FP": 9944, + "IoU": 0.8936022926048606, + "TN": 5122615, + "TP": 120051, + "n_pred": 129995, + "n_ref": 124401 + }, + "3": { + "Dice": 0.9259471579818151, + "FN": 16941, + "FP": 3469, + "IoU": 0.8621057752074156, + "TN": 5108948, + "TP": 127602, + "n_pred": 131071, + "n_ref": 144543 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5256960, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5702653799758746, + "FN": 1397, + "FP": 1453, + "IoU": 0.398860999789074, + "TN": 5252219, + "TP": 1891, + "n_pred": 3344, + "n_ref": 3288 + }, + "6": { + "Dice": 0.8037662904533267, + "FN": 20906, + "FP": 139591, + "IoU": 0.6719140950792327, + "TN": 4767768, + "TP": 328695, + "n_pred": 468286, + "n_ref": 349601 + }, + "7": { + "Dice": 0.8588172640441537, + "FN": 38046, + "FP": 23193, + "IoU": 0.7525676975167476, + "TN": 5009462, + "TP": 186259, + "n_pred": 209452, + "n_ref": 224305 + }, + "8": { + "Dice": 0.9337451328155261, + "FN": 3970, + "FP": 9030, + "IoU": 0.8757241458424947, + "TN": 5152354, + "TP": 91606, + "n_pred": 100636, + "n_ref": 95576 + }, + "9": { + "Dice": 0.888728787982047, + "FN": 3344, + "FP": 8085, + "IoU": 0.799740673897426, + "TN": 5199889, + "TP": 45642, + "n_pred": 53727, + "n_ref": 48986 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8909026648759454, + "FN": 6317, + "FP": 1400, + "IoU": 0.8032682404527609, + "TN": 3465414, + "TP": 31509, + "n_pred": 32909, + "n_ref": 37826 + }, + "10": { + "Dice": 0.753939367282084, + "FN": 15071, + "FP": 7306, + "IoU": 0.6050583314213099, + "TN": 3447981, + "TP": 34282, + "n_pred": 41588, + "n_ref": 49353 + }, + "11": { + "Dice": 0.7445775331822596, + "FN": 222, + "FP": 567, + "IoU": 0.5930892212480661, + "TN": 3502701, + "TP": 1150, + "n_pred": 1717, + "n_ref": 1372 + }, + "12": { + "Dice": 0.7122410546139359, + "FN": 730, + "FP": 798, + "IoU": 0.5530856975723896, + "TN": 3501221, + "TP": 1891, + "n_pred": 2689, + "n_ref": 2621 + }, + "13": { + "Dice": 0.6619561798930705, + "FN": 1945, + "FP": 14178, + "IoU": 0.4947193581748096, + "TN": 3472731, + "TP": 15786, + "n_pred": 29964, + "n_ref": 17731 + }, + "14": { + "Dice": 0.9317719737253676, + "FN": 2982, + "FP": 3998, + "IoU": 0.8722594341349146, + "TN": 3449998, + "TP": 47662, + "n_pred": 51660, + "n_ref": 50644 + }, + "15": { + "Dice": 0.9164348887763915, + "FN": 10812, + "FP": 3219, + "IoU": 0.8457589482015654, + "TN": 3413672, + "TP": 76937, + "n_pred": 80156, + "n_ref": 87749 + }, + "2": { + "Dice": 0.8864272311288146, + "FN": 5895, + "FP": 1005, + "IoU": 0.7960209300263104, + "TN": 3470813, + "TP": 26927, + "n_pred": 27932, + "n_ref": 32822 + }, + "3": { + "Dice": 0.9575261369052657, + "FN": 4064, + "FP": 5471, + "IoU": 0.918513327578987, + "TN": 3387627, + "TP": 107478, + "n_pred": 112949, + "n_ref": 111542 + }, + "4": { + "Dice": 0.0, + "FN": 859, + "FP": 0, + "IoU": 0.0, + "TN": 3503781, + "TP": 0, + "n_pred": 0, + "n_ref": 859 + }, + "5": { + "Dice": 0.8624701195219123, + "FN": 1094, + "FP": 632, + "IoU": 0.7581955729896329, + "TN": 3497502, + "TP": 5412, + "n_pred": 6044, + "n_ref": 6506 + }, + "6": { + "Dice": 0.9560032273633252, + "FN": 10971, + "FP": 12913, + "IoU": 0.9157147343941335, + "TN": 3221269, + "TP": 259487, + "n_pred": 272400, + "n_ref": 270458 + }, + "7": { + "Dice": 0.9329866202346041, + "FN": 3096, + "FP": 2754, + "IoU": 0.8743907414167007, + "TN": 3458067, + "TP": 40723, + "n_pred": 43477, + "n_ref": 43819 + }, + "8": { + "Dice": 0.8597585513078471, + "FN": 909, + "FP": 485, + "IoU": 0.7540144697370743, + "TN": 3498973, + "TP": 4273, + "n_pred": 4758, + "n_ref": 5182 + }, + "9": { + "Dice": 0.8062224899676438, + "FN": 7914, + "FP": 12029, + "IoU": 0.6753540615334527, + "TN": 3443210, + "TP": 41487, + "n_pred": 53516, + "n_ref": 49401 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9476755642459794, + "FN": 2782, + "FP": 4122, + "IoU": 0.9005545552754771, + "TN": 2909519, + "TP": 62521, + "n_pred": 66643, + "n_ref": 65303 + }, + "10": { + "Dice": 0.7371416064784416, + "FN": 28369, + "FP": 5259, + "IoU": 0.5837088388214905, + "TN": 2898164, + "TP": 47152, + "n_pred": 52411, + "n_ref": 75521 + }, + "11": { + "Dice": 0.7109085730561093, + "FN": 595, + "FP": 420, + "IoU": 0.551480335837384, + "TN": 2976681, + "TP": 1248, + "n_pred": 1668, + "n_ref": 1843 + }, + "12": { + "Dice": 0.7328058429701765, + "FN": 181, + "FP": 258, + "IoU": 0.5782901056676273, + "TN": 2977903, + "TP": 602, + "n_pred": 860, + "n_ref": 783 + }, + "13": { + "Dice": 0.581624158626212, + "FN": 10309, + "FP": 42462, + "IoU": 0.41006349774180567, + "TN": 2889492, + "TP": 36681, + "n_pred": 79143, + "n_ref": 46990 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8488918737407656, + "FN": 105, + "FP": 120, + "IoU": 0.7374562427071178, + "TN": 2978087, + "TP": 632, + "n_pred": 752, + "n_ref": 737 + }, + "3": { + "Dice": 0.9324880054832076, + "FN": 202, + "FP": 192, + "IoU": 0.8735152487961477, + "TN": 2975829, + "TP": 2721, + "n_pred": 2913, + "n_ref": 2923 + }, + "4": { + "Dice": 0.8563798908626494, + "FN": 1792, + "FP": 682, + "IoU": 0.7488324873096447, + "TN": 2969094, + "TP": 7376, + "n_pred": 8058, + "n_ref": 9168 + }, + "5": { + "Dice": 0.7156931578828166, + "FN": 2815, + "FP": 9738, + "IoU": 0.5572602546467746, + "TN": 2950591, + "TP": 15800, + "n_pred": 25538, + "n_ref": 18615 + }, + "6": { + "Dice": 0.9599568643139165, + "FN": 13189, + "FP": 9833, + "IoU": 0.922997163651932, + "TN": 2679968, + "TP": 275954, + "n_pred": 285787, + "n_ref": 289143 + }, + "7": { + "Dice": 0.03633298662171371, + "FN": 53136, + "FP": 600, + "IoU": 0.018502621052439314, + "TN": 2924195, + "TP": 1013, + "n_pred": 1613, + "n_ref": 54149 + }, + "8": { + "Dice": 0.9421502535090394, + "FN": 6192, + "FP": 4054, + "IoU": 0.8906276686592656, + "TN": 2885264, + "TP": 83434, + "n_pred": 87488, + "n_ref": 89626 + }, + "9": { + "Dice": 0.8402971302880896, + "FN": 7839, + "FP": 9296, + "IoU": 0.7245796766001221, + "TN": 2916730, + "TP": 45079, + "n_pred": 54375, + "n_ref": 52918 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8918346227763269, + "FN": 647, + "FP": 1548, + "IoU": 0.8047847741017432, + "TN": 1741076, + "TP": 9049, + "n_pred": 10597, + "n_ref": 9696 + }, + "11": { + "Dice": 0.8314433980395926, + "FN": 307, + "FP": 570, + "IoU": 0.7115131578947368, + "TN": 1749280, + "TP": 2163, + "n_pred": 2733, + "n_ref": 2470 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8457374193852093, + "FN": 1371, + "FP": 5183, + "IoU": 0.7327079934747145, + "TN": 1727800, + "TP": 17966, + "n_pred": 23149, + "n_ref": 19337 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9318960682908592, + "FN": 734, + "FP": 359, + "IoU": 0.8724769571811924, + "TN": 1743749, + "TP": 7478, + "n_pred": 7837, + "n_ref": 8212 + }, + "3": { + "Dice": 0.9393444535168552, + "FN": 1531, + "FP": 3669, + "IoU": 0.8856263059496315, + "TN": 1706855, + "TP": 40265, + "n_pred": 43934, + "n_ref": 41796 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8577745025792188, + "FN": 2024, + "FP": 2029, + "IoU": 0.7509677419354839, + "TN": 1736045, + "TP": 12222, + "n_pred": 14251, + "n_ref": 14246 + }, + "6": { + "Dice": 0.9272839384204484, + "FN": 7418, + "FP": 13927, + "IoU": 0.8644262649102527, + "TN": 1594878, + "TP": 136097, + "n_pred": 150024, + "n_ref": 143515 + }, + "7": { + "Dice": 0.9223594265712617, + "FN": 7054, + "FP": 8495, + "IoU": 0.8559063655487494, + "TN": 1644411, + "TP": 92360, + "n_pred": 100855, + "n_ref": 99414 + }, + "8": { + "Dice": 0.949381417641439, + "FN": 2912, + "FP": 3393, + "IoU": 0.903640420589314, + "TN": 1686888, + "TP": 59127, + "n_pred": 62520, + "n_ref": 62039 + }, + "9": { + "Dice": 0.8249194414607949, + "FN": 7555, + "FP": 5485, + "IoU": 0.7020109689213894, + "TN": 1708560, + "TP": 30720, + "n_pred": 36205, + "n_ref": 38275 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8753038753038753, + "FN": 593, + "FP": 1151, + "IoU": 0.7782581055308329, + "TN": 1919687, + "TP": 6121, + "n_pred": 7272, + "n_ref": 6714 + }, + "10": { + "Dice": 0.8564676444011955, + "FN": 2661, + "FP": 7664, + "IoU": 0.74896669097982, + "TN": 1886422, + "TP": 30805, + "n_pred": 38469, + "n_ref": 33466 + }, + "11": { + "Dice": 0.6593567251461988, + "FN": 721, + "FP": 211, + "IoU": 0.49182115594329334, + "TN": 1925718, + "TP": 902, + "n_pred": 1113, + "n_ref": 1623 + }, + "12": { + "Dice": 0.7035500230520978, + "FN": 402, + "FP": 884, + "IoU": 0.542674253200569, + "TN": 1924740, + "TP": 1526, + "n_pred": 2410, + "n_ref": 1928 + }, + "13": { + "Dice": 0.8180264180264181, + "FN": 1358, + "FP": 2155, + "IoU": 0.6920851958979752, + "TN": 1916143, + "TP": 7896, + "n_pred": 10051, + "n_ref": 9254 + }, + "14": { + "Dice": 0.897889226873369, + "FN": 1986, + "FP": 4627, + "IoU": 0.8146996189195248, + "TN": 1891864, + "TP": 29075, + "n_pred": 33702, + "n_ref": 31061 + }, + "15": { + "Dice": 0.7696856304714388, + "FN": 3480, + "FP": 6491, + "IoU": 0.6256007810153199, + "TN": 1900920, + "TP": 16661, + "n_pred": 23152, + "n_ref": 20141 + }, + "2": { + "Dice": 0.9339581466933131, + "FN": 4182, + "FP": 4443, + "IoU": 0.8760989484571625, + "TN": 1857940, + "TP": 60987, + "n_pred": 65430, + "n_ref": 65169 + }, + "3": { + "Dice": 0.7968714055670577, + "FN": 707, + "FP": 176, + "IoU": 0.6623326959847037, + "TN": 1924937, + "TP": 1732, + "n_pred": 1908, + "n_ref": 2439 + }, + "4": { + "Dice": 0.8695555059191423, + "FN": 669, + "FP": 499, + "IoU": 0.7692155700454456, + "TN": 1922491, + "TP": 3893, + "n_pred": 4392, + "n_ref": 4562 + }, + "5": { + "Dice": 0.6703895016054726, + "FN": 1666, + "FP": 695, + "IoU": 0.50419991600168, + "TN": 1922790, + "TP": 2401, + "n_pred": 3096, + "n_ref": 4067 + }, + "6": { + "Dice": 0.9447721026926199, + "FN": 8958, + "FP": 10435, + "IoU": 0.8953251758254214, + "TN": 1742283, + "TP": 165876, + "n_pred": 176311, + "n_ref": 174834 + }, + "7": { + "Dice": 0.9288177339901478, + "FN": 1838, + "FP": 10300, + "IoU": 0.8670958841112899, + "TN": 1836223, + "TP": 79191, + "n_pred": 89491, + "n_ref": 81029 + }, + "8": { + "Dice": 0.924477012173502, + "FN": 677, + "FP": 1240, + "IoU": 0.8595604395604396, + "TN": 1913902, + "TP": 11733, + "n_pred": 12973, + "n_ref": 12410 + }, + "9": { + "Dice": 0.895526401721058, + "FN": 1629, + "FP": 3810, + "IoU": 0.8108173913043478, + "TN": 1898802, + "TP": 23311, + "n_pred": 27121, + "n_ref": 24940 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8229530484517475, + "FN": 2272, + "FP": 5281, + "IoU": 0.699167562831083, + "TN": 1727213, + "TP": 17554, + "n_pred": 22835, + "n_ref": 19826 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 40, + "FP": 0, + "IoU": 0.0, + "TN": 1752280, + "TP": 0, + "n_pred": 0, + "n_ref": 40 + }, + "13": { + "Dice": 0.8103392983131293, + "FN": 1029, + "FP": 1928, + "IoU": 0.6811516066422256, + "TN": 1743046, + "TP": 6317, + "n_pred": 8245, + "n_ref": 7346 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9211057153530071, + "FN": 1018, + "FP": 1094, + "IoU": 0.8537497403226924, + "TN": 1737879, + "TP": 12329, + "n_pred": 13423, + "n_ref": 13347 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9736764449307609, + "FN": 4305, + "FP": 7916, + "IoU": 0.9487032038985733, + "TN": 1514079, + "TP": 226020, + "n_pred": 233936, + "n_ref": 230325 + }, + "7": { + "Dice": 0.9208316712232806, + "FN": 5215, + "FP": 2922, + "IoU": 0.8532789989000884, + "TN": 1696861, + "TP": 47322, + "n_pred": 50244, + "n_ref": 52537 + }, + "8": { + "Dice": 0.9264923532313765, + "FN": 1085, + "FP": 405, + "IoU": 0.8630514705882353, + "TN": 1741440, + "TP": 9390, + "n_pred": 9795, + "n_ref": 10475 + }, + "9": { + "Dice": 0.8987954092762971, + "FN": 249, + "FP": 818, + "IoU": 0.8161929371231696, + "TN": 1746515, + "TP": 4738, + "n_pred": 5556, + "n_ref": 4987 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8168675632727413, + "FN": 8685, + "FP": 48015, + "IoU": 0.6904278320120553, + "TN": 3496716, + "TP": 126456, + "n_pred": 174471, + "n_ref": 135141 + }, + "10": { + "Dice": 0.7486631016042781, + "FN": 2241, + "FP": 7394, + "IoU": 0.5982905982905983, + "TN": 3655887, + "TP": 14350, + "n_pred": 21744, + "n_ref": 16591 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.778259612604799, + "FN": 549, + "FP": 218, + "IoU": 0.637008991954567, + "TN": 3677759, + "TP": 1346, + "n_pred": 1564, + "n_ref": 1895 + }, + "13": { + "Dice": 0.8299048304280996, + "FN": 11988, + "FP": 3615, + "IoU": 0.7092626753871094, + "TN": 3626205, + "TP": 38064, + "n_pred": 41679, + "n_ref": 50052 + }, + "14": { + "Dice": 0.9497705779973954, + "FN": 8296, + "FP": 4085, + "IoU": 0.9043458106385445, + "TN": 3550437, + "TP": 117054, + "n_pred": 121139, + "n_ref": 125350 + }, + "15": { + "Dice": 0.8231658028624411, + "FN": 3671, + "FP": 3767, + "IoU": 0.6994747474747475, + "TN": 3655122, + "TP": 17312, + "n_pred": 21079, + "n_ref": 20983 + }, + "2": { + "Dice": 0.9446702094404501, + "FN": 149, + "FP": 28, + "IoU": 0.8951421800947867, + "TN": 3678184, + "TP": 1511, + "n_pred": 1539, + "n_ref": 1660 + }, + "3": { + "Dice": 0.881799591002045, + "FN": 142, + "FP": 147, + "IoU": 0.7885881492318947, + "TN": 3678505, + "TP": 1078, + "n_pred": 1225, + "n_ref": 1220 + }, + "4": { + "Dice": 0.7785648062302986, + "FN": 4780, + "FP": 1191, + "IoU": 0.6374180228321593, + "TN": 3663404, + "TP": 10497, + "n_pred": 11688, + "n_ref": 15277 + }, + "5": { + "Dice": 0.8337452982267598, + "FN": 859, + "FP": 688, + "IoU": 0.7148912642830815, + "TN": 3674446, + "TP": 3879, + "n_pred": 4567, + "n_ref": 4738 + }, + "6": { + "Dice": 0.9044288022333301, + "FN": 146612, + "FP": 14701, + "IoU": 0.8255317446068453, + "TN": 2755274, + "TP": 763285, + "n_pred": 777986, + "n_ref": 909897 + }, + "7": { + "Dice": 0.9243222953013562, + "FN": 3487, + "FP": 5787, + "IoU": 0.8592929752693066, + "TN": 3613962, + "TP": 56636, + "n_pred": 62423, + "n_ref": 60123 + }, + "8": { + "Dice": 0.9198075294974977, + "FN": 2745, + "FP": 4738, + "IoU": 0.8515218857891186, + "TN": 3629474, + "TP": 42915, + "n_pred": 47653, + "n_ref": 45660 + }, + "9": { + "Dice": 0.8853612297572007, + "FN": 2518, + "FP": 2501, + "IoU": 0.7943032786885246, + "TN": 3655472, + "TP": 19381, + "n_pred": 21882, + "n_ref": 21899 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9422465753424658, + "FN": 4700, + "FP": 22704, + "IoU": 0.8907998342312474, + "TN": 2552760, + "TP": 223548, + "n_pred": 246252, + "n_ref": 228248 + }, + "10": { + "Dice": 0.5231219642025418, + "FN": 7773, + "FP": 13728, + "IoU": 0.35420796539917104, + "TN": 2770418, + "TP": 11793, + "n_pred": 25521, + "n_ref": 19566 + }, + "11": { + "Dice": 0.7062706270627063, + "FN": 1103, + "FP": 143, + "IoU": 0.5459183673469388, + "TN": 2800968, + "TP": 1498, + "n_pred": 1641, + "n_ref": 2601 + }, + "12": { + "Dice": 0.7062928026876858, + "FN": 820, + "FP": 1453, + "IoU": 0.5459448661606072, + "TN": 2798706, + "TP": 2733, + "n_pred": 4186, + "n_ref": 3553 + }, + "13": { + "Dice": 0.601763228936588, + "FN": 7036, + "FP": 14059, + "IoU": 0.4303729106472606, + "TN": 2766679, + "TP": 15938, + "n_pred": 29997, + "n_ref": 22974 + }, + "14": { + "Dice": 0.9689785326728002, + "FN": 1714, + "FP": 1968, + "IoU": 0.9398238187850361, + "TN": 2742525, + "TP": 57505, + "n_pred": 59473, + "n_ref": 59219 + }, + "15": { + "Dice": 0.005309195352278167, + "FN": 45714, + "FP": 0, + "IoU": 0.0026616633214067544, + "TN": 2757876, + "TP": 122, + "n_pred": 122, + "n_ref": 45836 + }, + "2": { + "Dice": 0.941253836036826, + "FN": 430, + "FP": 374, + "IoU": 0.8890269151138717, + "TN": 2796467, + "TP": 6441, + "n_pred": 6815, + "n_ref": 6871 + }, + "3": { + "Dice": 0.9599915904551666, + "FN": 1196, + "FP": 2610, + "IoU": 0.9230613730088137, + "TN": 2754244, + "TP": 45662, + "n_pred": 48272, + "n_ref": 46858 + }, + "4": { + "Dice": 0.9018276164676257, + "FN": 498, + "FP": 2075, + "IoU": 0.8212076992564797, + "TN": 2789321, + "TP": 11818, + "n_pred": 13893, + "n_ref": 12316 + }, + "5": { + "Dice": 0.7551277644093044, + "FN": 1122, + "FP": 1015, + "IoU": 0.6065905743740795, + "TN": 2798280, + "TP": 3295, + "n_pred": 4310, + "n_ref": 4417 + }, + "6": { + "Dice": 0.9481133257070332, + "FN": 5309, + "FP": 7119, + "IoU": 0.9013455050605279, + "TN": 2677737, + "TP": 113547, + "n_pred": 120666, + "n_ref": 118856 + }, + "7": { + "Dice": 0.7755957417501328, + "FN": 88085, + "FP": 3147, + "IoU": 0.633447439049869, + "TN": 2554820, + "TP": 157660, + "n_pred": 160807, + "n_ref": 245745 + }, + "8": { + "Dice": 0.9546289880396469, + "FN": 1828, + "FP": 1184, + "IoU": 0.9131963457160148, + "TN": 2769013, + "TP": 31687, + "n_pred": 32871, + "n_ref": 33515 + }, + "9": { + "Dice": 0.9183362746115783, + "FN": 1151, + "FP": 3569, + "IoU": 0.8490034869957452, + "TN": 2772453, + "TP": 26539, + "n_pred": 30108, + "n_ref": 27690 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9837637246336345, + "FN": 7217, + "FP": 1796, + "IoU": 0.9680462590050485, + "TN": 4624432, + "TP": 273051, + "n_pred": 274847, + "n_ref": 280268 + }, + "10": { + "Dice": 0.8953676937178312, + "FN": 3006, + "FP": 2930, + "IoU": 0.810557222186762, + "TN": 4875162, + "TP": 25398, + "n_pred": 28328, + "n_ref": 28404 + }, + "11": { + "Dice": 0.8854879366222542, + "FN": 384, + "FP": 252, + "IoU": 0.7945072697899839, + "TN": 4903401, + "TP": 2459, + "n_pred": 2711, + "n_ref": 2843 + }, + "12": { + "Dice": 0.45685997171145687, + "FN": 672, + "FP": 96, + "IoU": 0.29605866177818513, + "TN": 4905405, + "TP": 323, + "n_pred": 419, + "n_ref": 995 + }, + "13": { + "Dice": 0.8258036060562277, + "FN": 4984, + "FP": 17923, + "IoU": 0.7032925755142221, + "TN": 4829292, + "TP": 54297, + "n_pred": 72220, + "n_ref": 59281 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 9340, + "IoU": 0.0, + "TN": 4897156, + "TP": 0, + "n_pred": 9340, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2253, + "IoU": 0.0, + "TN": 4904243, + "TP": 0, + "n_pred": 2253, + "n_ref": 0 + }, + "2": { + "Dice": 0.9833773735635716, + "FN": 907, + "FP": 1257, + "IoU": 0.9672983346933841, + "TN": 4840322, + "TP": 64010, + "n_pred": 65267, + "n_ref": 64917 + }, + "3": { + "Dice": 0.9760508105559484, + "FN": 1730, + "FP": 3451, + "IoU": 0.9532219182534738, + "TN": 4795739, + "TP": 105576, + "n_pred": 109027, + "n_ref": 107306 + }, + "4": { + "Dice": 0.8830558817434552, + "FN": 8797, + "FP": 1361, + "IoU": 0.7905998763141621, + "TN": 4857986, + "TP": 38352, + "n_pred": 39713, + "n_ref": 47149 + }, + "5": { + "Dice": 0.8739520456069751, + "FN": 2817, + "FP": 3197, + "IoU": 0.7761232922607304, + "TN": 4879633, + "TP": 20849, + "n_pred": 24046, + "n_ref": 23666 + }, + "6": { + "Dice": 0.973383503294281, + "FN": 18791, + "FP": 4248, + "IoU": 0.9481471478568133, + "TN": 4462181, + "TP": 421276, + "n_pred": 425524, + "n_ref": 440067 + }, + "7": { + "Dice": 0.9122846450365808, + "FN": 8208, + "FP": 23012, + "IoU": 0.8387163432727874, + "TN": 4712924, + "TP": 162352, + "n_pred": 185364, + "n_ref": 170560 + }, + "8": { + "Dice": 0.9116227984152513, + "FN": 1531, + "FP": 2975, + "IoU": 0.837598212354934, + "TN": 4878750, + "TP": 23240, + "n_pred": 26215, + "n_ref": 24771 + }, + "9": { + "Dice": 0.9499552724800515, + "FN": 1461, + "FP": 5532, + "IoU": 0.9046807698598768, + "TN": 4833132, + "TP": 66371, + "n_pred": 71903, + "n_ref": 67832 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.977979422149664, + "FN": 883, + "FP": 277, + "IoU": 0.956907760317991, + "TN": 2075865, + "TP": 25759, + "n_pred": 26036, + "n_ref": 26642 + }, + "10": { + "Dice": 0.8573146673137179, + "FN": 3078, + "FP": 10447, + "IoU": 0.7502631238805695, + "TN": 2048627, + "TP": 40632, + "n_pred": 51079, + "n_ref": 43710 + }, + "11": { + "Dice": 0.7402950310559007, + "FN": 898, + "FP": 440, + "IoU": 0.587673343605547, + "TN": 2099539, + "TP": 1907, + "n_pred": 2347, + "n_ref": 2805 + }, + "12": { + "Dice": 0.6105006105006106, + "FN": 408, + "FP": 230, + "IoU": 0.43936731107205623, + "TN": 2101646, + "TP": 500, + "n_pred": 730, + "n_ref": 908 + }, + "13": { + "Dice": 0.7661490485585184, + "FN": 4339, + "FP": 10359, + "IoU": 0.6209413281753707, + "TN": 2064009, + "TP": 24077, + "n_pred": 34436, + "n_ref": 28416 + }, + "14": { + "Dice": 0.9617034235971881, + "FN": 1773, + "FP": 1245, + "IoU": 0.9262319123973406, + "TN": 2061872, + "TP": 37894, + "n_pred": 39139, + "n_ref": 39667 + }, + "15": { + "Dice": 0.8683144246353323, + "FN": 1056, + "FP": 894, + "IoU": 0.7672753311851056, + "TN": 2094405, + "TP": 6429, + "n_pred": 7323, + "n_ref": 7485 + }, + "2": { + "Dice": 0.9612763586490657, + "FN": 1031, + "FP": 2583, + "IoU": 0.9254399537868003, + "TN": 2054313, + "TP": 44857, + "n_pred": 47440, + "n_ref": 45888 + }, + "3": { + "Dice": 0.9668849036910523, + "FN": 635, + "FP": 761, + "IoU": 0.9358927259368112, + "TN": 2081008, + "TP": 20380, + "n_pred": 21141, + "n_ref": 21015 + }, + "4": { + "Dice": 0.9679034769071095, + "FN": 1795, + "FP": 679, + "IoU": 0.9378032531362345, + "TN": 2063007, + "TP": 37303, + "n_pred": 37982, + "n_ref": 39098 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9722485639969655, + "FN": 6604, + "FP": 1590, + "IoU": 0.9459958214975384, + "TN": 1951055, + "TP": 143535, + "n_pred": 145125, + "n_ref": 150139 + }, + "7": { + "Dice": 0.9358012599336643, + "FN": 2935, + "FP": 2833, + "IoU": 0.8793482126048486, + "TN": 2054977, + "TP": 42039, + "n_pred": 44872, + "n_ref": 44974 + }, + "8": { + "Dice": 0.9308361088282365, + "FN": 163, + "FP": 1436, + "IoU": 0.8706206003721983, + "TN": 2090425, + "TP": 10760, + "n_pred": 12196, + "n_ref": 10923 + }, + "9": { + "Dice": 0.8590871021775545, + "FN": 926, + "FP": 1766, + "IoU": 0.7529821985685446, + "TN": 2091886, + "TP": 8206, + "n_pred": 9972, + "n_ref": 9132 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9757914779379591, + "FN": 1510, + "FP": 537, + "IoU": 0.9527273567040784, + "TN": 2059482, + "TP": 41255, + "n_pred": 41792, + "n_ref": 42765 + }, + "10": { + "Dice": 0.9141892525555659, + "FN": 3020, + "FP": 1555, + "IoU": 0.8419416134047332, + "TN": 2073839, + "TP": 24370, + "n_pred": 25925, + "n_ref": 27390 + }, + "11": { + "Dice": 0.8738069989395546, + "FN": 384, + "FP": 92, + "IoU": 0.775894538606403, + "TN": 2100660, + "TP": 1648, + "n_pred": 1740, + "n_ref": 2032 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9050615198034683, + "FN": 3686, + "FP": 5473, + "IoU": 0.8265866404119964, + "TN": 2049968, + "TP": 43657, + "n_pred": 49130, + "n_ref": 47343 + }, + "14": { + "Dice": 0.8485189562346409, + "FN": 5940, + "FP": 2135, + "IoU": 0.7368935518555928, + "TN": 2072093, + "TP": 22616, + "n_pred": 24751, + "n_ref": 28556 + }, + "15": { + "Dice": 0.9733251645904445, + "FN": 1586, + "FP": 1157, + "IoU": 0.9480364483679694, + "TN": 2049997, + "TP": 50044, + "n_pred": 51201, + "n_ref": 51630 + }, + "2": { + "Dice": 0.8852459016393442, + "FN": 6, + "FP": 8, + "IoU": 0.7941176470588235, + "TN": 2102716, + "TP": 54, + "n_pred": 62, + "n_ref": 60 + }, + "3": { + "Dice": 0.963991499319468, + "FN": 930, + "FP": 2086, + "IoU": 0.9304860903035471, + "TN": 2059397, + "TP": 40371, + "n_pred": 42457, + "n_ref": 41301 + }, + "4": { + "Dice": 0.539484882418813, + "FN": 9204, + "FP": 1077, + "IoU": 0.3693798687358155, + "TN": 2086481, + "TP": 6022, + "n_pred": 7099, + "n_ref": 15226 + }, + "5": { + "Dice": 0.6821705426356589, + "FN": 40, + "FP": 1, + "IoU": 0.5176470588235295, + "TN": 2102699, + "TP": 44, + "n_pred": 45, + "n_ref": 84 + }, + "6": { + "Dice": 0.9673301905499018, + "FN": 10821, + "FP": 9609, + "IoU": 0.9367274821997652, + "TN": 1779895, + "TP": 302459, + "n_pred": 312068, + "n_ref": 313280 + }, + "7": { + "Dice": 0.9119170984455959, + "FN": 651, + "FP": 250, + "IoU": 0.8380952380952381, + "TN": 2097219, + "TP": 4664, + "n_pred": 4914, + "n_ref": 5315 + }, + "8": { + "Dice": 0.9375505554913581, + "FN": 6284, + "FP": 1282, + "IoU": 0.8824425108763208, + "TN": 2038424, + "TP": 56794, + "n_pred": 58076, + "n_ref": 63078 + }, + "9": { + "Dice": 0.8557781092407131, + "FN": 5884, + "FP": 2238, + "IoU": 0.7479127223067135, + "TN": 2070565, + "TP": 24097, + "n_pred": 26335, + "n_ref": 29981 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9359979025257086, + "FN": 1302, + "FP": 895, + "IoU": 0.8796955426568831, + "TN": 1558826, + "TP": 16065, + "n_pred": 16960, + "n_ref": 17367 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8276981336218555, + "FN": 321, + "FP": 316, + "IoU": 0.7060452238117213, + "TN": 1574921, + "TP": 1530, + "n_pred": 1846, + "n_ref": 1851 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9642712139667072, + "FN": 234, + "FP": 118, + "IoU": 0.9310074480595845, + "TN": 1571986, + "TP": 4750, + "n_pred": 4868, + "n_ref": 4984 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8342694467954144, + "FN": 1792, + "FP": 2516, + "IoU": 0.7156623325193057, + "TN": 1561937, + "TP": 10843, + "n_pred": 13359, + "n_ref": 12635 + }, + "6": { + "Dice": 0.9361766853248966, + "FN": 782, + "FP": 1316, + "IoU": 0.8800114383757507, + "TN": 1559603, + "TP": 15387, + "n_pred": 16703, + "n_ref": 16169 + }, + "7": { + "Dice": 0.9396634259487736, + "FN": 3768, + "FP": 2345, + "IoU": 0.8861935435826787, + "TN": 1523374, + "TP": 47601, + "n_pred": 49946, + "n_ref": 51369 + }, + "8": { + "Dice": 0.9370585194969275, + "FN": 1980, + "FP": 11172, + "IoU": 0.8815711275595656, + "TN": 1466034, + "TP": 97902, + "n_pred": 109074, + "n_ref": 99882 + }, + "9": { + "Dice": 0.9194423379805168, + "FN": 1211, + "FP": 170, + "IoU": 0.8508961347441157, + "TN": 1567826, + "TP": 7881, + "n_pred": 8051, + "n_ref": 9092 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.853888670696311, + "FN": 6017, + "FP": 9236, + "IoU": 0.7450311753004697, + "TN": 2393425, + "TP": 44570, + "n_pred": 53806, + "n_ref": 50587 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7769137889398696, + "FN": 2287, + "FP": 6951, + "IoU": 0.6352077081029853, + "TN": 2427924, + "TP": 16086, + "n_pred": 23037, + "n_ref": 18373 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9715814997413912, + "FN": 2777, + "FP": 3212, + "IoU": 0.9447335880257646, + "TN": 2344882, + "TP": 102377, + "n_pred": 105589, + "n_ref": 105154 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9525122549019608, + "FN": 664, + "FP": 576, + "IoU": 0.909330213512723, + "TN": 2439572, + "TP": 12436, + "n_pred": 13012, + "n_ref": 13100 + }, + "5": { + "Dice": 0.9446693657219973, + "FN": 480, + "FP": 176, + "IoU": 0.8951406649616368, + "TN": 2446992, + "TP": 5600, + "n_pred": 5776, + "n_ref": 6080 + }, + "6": { + "Dice": 0.955952297684829, + "FN": 10583, + "FP": 9569, + "IoU": 0.9156212839365568, + "TN": 2214420, + "TP": 218676, + "n_pred": 228245, + "n_ref": 229259 + }, + "7": { + "Dice": 0.7848013816925734, + "FN": 2232, + "FP": 13343, + "IoU": 0.6458214894826606, + "TN": 2409273, + "TP": 28400, + "n_pred": 41743, + "n_ref": 30632 + }, + "8": { + "Dice": 0.8472070098576122, + "FN": 1458, + "FP": 216, + "IoU": 0.734916864608076, + "TN": 2446933, + "TP": 4641, + "n_pred": 4857, + "n_ref": 6099 + }, + "9": { + "Dice": 0.9241499805868323, + "FN": 3445, + "FP": 2025, + "IoU": 0.858995179542701, + "TN": 2414455, + "TP": 33323, + "n_pred": 35348, + "n_ref": 36768 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9500957442651139, + "FN": 723, + "FP": 554, + "IoU": 0.9049356063425892, + "TN": 4717831, + "TP": 12156, + "n_pred": 12710, + "n_ref": 12879 + }, + "10": { + "Dice": 0.9222711801799425, + "FN": 3351, + "FP": 2541, + "IoU": 0.8557544005679731, + "TN": 4690417, + "TP": 34955, + "n_pred": 37496, + "n_ref": 38306 + }, + "11": { + "Dice": 0.8561721404303511, + "FN": 479, + "FP": 156, + "IoU": 0.7485148514851485, + "TN": 4728739, + "TP": 1890, + "n_pred": 2046, + "n_ref": 2369 + }, + "12": { + "Dice": 0.8662685016878733, + "FN": 329, + "FP": 186, + "IoU": 0.7640861200183234, + "TN": 4729081, + "TP": 1668, + "n_pred": 1854, + "n_ref": 1997 + }, + "13": { + "Dice": 0.7871075166508088, + "FN": 1033, + "FP": 7917, + "IoU": 0.6489507746616984, + "TN": 4705769, + "TP": 16545, + "n_pred": 24462, + "n_ref": 17578 + }, + "14": { + "Dice": 0.8313172043010753, + "FN": 67, + "FP": 435, + "IoU": 0.7113283496262219, + "TN": 4729525, + "TP": 1237, + "n_pred": 1672, + "n_ref": 1304 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 9535, + "IoU": 0.0, + "TN": 4721729, + "TP": 0, + "n_pred": 9535, + "n_ref": 0 + }, + "2": { + "Dice": 0.965906791848251, + "FN": 2900, + "FP": 3335, + "IoU": 0.9340616341293174, + "TN": 4636706, + "TP": 88323, + "n_pred": 91658, + "n_ref": 91223 + }, + "3": { + "Dice": 0.9729067575197864, + "FN": 1529, + "FP": 1302, + "IoU": 0.9472428765770299, + "TN": 4677603, + "TP": 50830, + "n_pred": 52132, + "n_ref": 52359 + }, + "4": { + "Dice": 0.6666666666666666, + "FN": 1, + "FP": 7, + "IoU": 0.5, + "TN": 4731248, + "TP": 8, + "n_pred": 15, + "n_ref": 9 + }, + "5": { + "Dice": 0.9291652810109744, + "FN": 1087, + "FP": 1256, + "IoU": 0.8677018633540373, + "TN": 4713554, + "TP": 15367, + "n_pred": 16623, + "n_ref": 16454 + }, + "6": { + "Dice": 0.9338921135464495, + "FN": 7066, + "FP": 11248, + "IoU": 0.8759827456610213, + "TN": 4583591, + "TP": 129359, + "n_pred": 140607, + "n_ref": 136425 + }, + "7": { + "Dice": 0.5187915547883902, + "FN": 21471, + "FP": 219395, + "IoU": 0.3502488501638769, + "TN": 4360559, + "TP": 129839, + "n_pred": 349234, + "n_ref": 151310 + }, + "8": { + "Dice": 0.9704154836472398, + "FN": 619, + "FP": 746, + "IoU": 0.9425311552711351, + "TN": 4707512, + "TP": 22387, + "n_pred": 23133, + "n_ref": 23006 + }, + "9": { + "Dice": 0.8820293398533008, + "FN": 6297, + "FP": 2967, + "IoU": 0.7889557135046473, + "TN": 4687368, + "TP": 34632, + "n_pred": 37599, + "n_ref": 40929 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8967707781895182, + "FN": 27, + "FP": 168, + "IoU": 0.8128598848368522, + "TN": 1751278, + "TP": 847, + "n_pred": 1015, + "n_ref": 874 + }, + "10": { + "Dice": 0.7890340710428511, + "FN": 13956, + "FP": 2335, + "IoU": 0.6515741295234836, + "TN": 1705564, + "TP": 30465, + "n_pred": 32800, + "n_ref": 44421 + }, + "11": { + "Dice": 0.8359300907736079, + "FN": 795, + "FP": 416, + "IoU": 0.7181098696461825, + "TN": 1748024, + "TP": 3085, + "n_pred": 3501, + "n_ref": 3880 + }, + "12": { + "Dice": 0.0, + "FN": 861, + "FP": 2, + "IoU": 0.0, + "TN": 1751457, + "TP": 0, + "n_pred": 2, + "n_ref": 861 + }, + "13": { + "Dice": 0.8840512414301712, + "FN": 1488, + "FP": 2757, + "IoU": 0.7921969845310358, + "TN": 1731892, + "TP": 16183, + "n_pred": 18940, + "n_ref": 17671 + }, + "14": { + "Dice": 0.9908141205189691, + "FN": 955, + "FP": 2236, + "IoU": 0.9817954656960625, + "TN": 1577034, + "TP": 172095, + "n_pred": 174331, + "n_ref": 173050 + }, + "15": { + "Dice": 0.9132339449541285, + "FN": 5715, + "FP": 1851, + "IoU": 0.8403224785260537, + "TN": 1704937, + "TP": 39817, + "n_pred": 41668, + "n_ref": 45532 + }, + "2": { + "Dice": 0.8630879834997015, + "FN": 25529, + "FP": 2218, + "IoU": 0.7591510785122173, + "TN": 1637115, + "TP": 87458, + "n_pred": 89676, + "n_ref": 112987 + }, + "3": { + "Dice": 0.9523527670908553, + "FN": 126, + "FP": 196, + "IoU": 0.9090395480225989, + "TN": 1748780, + "TP": 3218, + "n_pred": 3414, + "n_ref": 3344 + }, + "4": { + "Dice": 0.6874685455460493, + "FN": 743, + "FP": 9814, + "IoU": 0.5237730061349694, + "TN": 1730152, + "TP": 11611, + "n_pred": 21425, + "n_ref": 12354 + }, + "5": { + "Dice": 0.8396933632628859, + "FN": 839, + "FP": 2946, + "IoU": 0.7236822893853118, + "TN": 1738622, + "TP": 9913, + "n_pred": 12859, + "n_ref": 10752 + }, + "6": { + "Dice": 0.968061430970575, + "FN": 6227, + "FP": 2312, + "IoU": 0.9380998637167628, + "TN": 1614372, + "TP": 129409, + "n_pred": 131721, + "n_ref": 135636 + }, + "7": { + "Dice": 0.8208425720620842, + "FN": 115, + "FP": 1501, + "IoU": 0.6961263632944716, + "TN": 1747002, + "TP": 3702, + "n_pred": 5203, + "n_ref": 3817 + }, + "8": { + "Dice": 0.9658964910905283, + "FN": 1303, + "FP": 1742, + "IoU": 0.9340423688428714, + "TN": 1706154, + "TP": 43121, + "n_pred": 44863, + "n_ref": 44424 + }, + "9": { + "Dice": 0.9064429719441703, + "FN": 2070, + "FP": 4566, + "IoU": 0.8288941030864039, + "TN": 1713537, + "TP": 32147, + "n_pred": 36713, + "n_ref": 34217 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9576907396911574, + "FN": 1175, + "FP": 3080, + "IoU": 0.9188163016103182, + "TN": 1875140, + "TP": 48157, + "n_pred": 51237, + "n_ref": 49332 + }, + "10": { + "Dice": 0.8394400344112931, + "FN": 2967, + "FP": 5245, + "IoU": 0.7233060413086694, + "TN": 1897873, + "TP": 21467, + "n_pred": 26712, + "n_ref": 24434 + }, + "11": { + "Dice": 0.5936599423631124, + "FN": 86, + "FP": 55, + "IoU": 0.42213114754098363, + "TN": 1927308, + "TP": 103, + "n_pred": 158, + "n_ref": 189 + }, + "12": { + "Dice": 0.5095541401273885, + "FN": 421, + "FP": 41, + "IoU": 0.3418803418803419, + "TN": 1926850, + "TP": 240, + "n_pred": 281, + "n_ref": 661 + }, + "13": { + "Dice": 0.83024259141382, + "FN": 8361, + "FP": 3640, + "IoU": 0.7097562155364225, + "TN": 1886204, + "TP": 29347, + "n_pred": 32987, + "n_ref": 37708 + }, + "14": { + "Dice": 0.9457372635032721, + "FN": 1567, + "FP": 1476, + "IoU": 0.897060315956835, + "TN": 1897991, + "TP": 26518, + "n_pred": 27994, + "n_ref": 28085 + }, + "15": { + "Dice": 0.8985120389575255, + "FN": 3507, + "FP": 2120, + "IoU": 0.8157257008121561, + "TN": 1897016, + "TP": 24909, + "n_pred": 27029, + "n_ref": 28416 + }, + "2": { + "Dice": 0.8246753246753247, + "FN": 32, + "FP": 130, + "IoU": 0.7016574585635359, + "TN": 1927009, + "TP": 381, + "n_pred": 511, + "n_ref": 413 + }, + "3": { + "Dice": 0.9595032677799126, + "FN": 3365, + "FP": 2094, + "IoU": 0.9221588478539855, + "TN": 1857422, + "TP": 64671, + "n_pred": 66765, + "n_ref": 68036 + }, + "4": { + "Dice": 0.903097185375885, + "FN": 5002, + "FP": 1171, + "IoU": 0.8233155876123419, + "TN": 1892614, + "TP": 28765, + "n_pred": 29936, + "n_ref": 33767 + }, + "5": { + "Dice": 0.7763304049277997, + "FN": 1373, + "FP": 842, + "IoU": 0.6344281234527149, + "TN": 1921493, + "TP": 3844, + "n_pred": 4686, + "n_ref": 5217 + }, + "6": { + "Dice": 0.9620801609621145, + "FN": 7488, + "FP": 5780, + "IoU": 0.9269310834774372, + "TN": 1745970, + "TP": 168314, + "n_pred": 174094, + "n_ref": 175802 + }, + "7": { + "Dice": 0.9502827747068409, + "FN": 7923, + "FP": 4525, + "IoU": 0.9052750129364138, + "TN": 1796140, + "TP": 118964, + "n_pred": 123489, + "n_ref": 126887 + }, + "8": { + "Dice": 0.809055079511363, + "FN": 2389, + "FP": 17087, + "IoU": 0.6793387885473434, + "TN": 1866815, + "TP": 41261, + "n_pred": 58348, + "n_ref": 43650 + }, + "9": { + "Dice": 0.8975121092029943, + "FN": 3315, + "FP": 5995, + "IoU": 0.8140788816774838, + "TN": 1877477, + "TP": 40765, + "n_pred": 46760, + "n_ref": 44080 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8635893189815773, + "FN": 165, + "FP": 1812, + "IoU": 0.7599271402550091, + "TN": 4197333, + "TP": 6258, + "n_pred": 8070, + "n_ref": 6423 + }, + "10": { + "Dice": 0.9131067733199756, + "FN": 2728, + "FP": 8374, + "IoU": 0.8401071521156782, + "TN": 4136134, + "TP": 58332, + "n_pred": 66706, + "n_ref": 61060 + }, + "11": { + "Dice": 0.7461538461538462, + "FN": 148, + "FP": 50, + "IoU": 0.5950920245398773, + "TN": 4205079, + "TP": 291, + "n_pred": 341, + "n_ref": 439 + }, + "12": { + "Dice": 0.8303667745415318, + "FN": 725, + "FP": 533, + "IoU": 0.7099377449850127, + "TN": 4201231, + "TP": 3079, + "n_pred": 3612, + "n_ref": 3804 + }, + "13": { + "Dice": 0.9447162302603229, + "FN": 566, + "FP": 1615, + "IoU": 0.8952248270561107, + "TN": 4184752, + "TP": 18635, + "n_pred": 20250, + "n_ref": 19201 + }, + "14": { + "Dice": 0.9316886953519155, + "FN": 1944, + "FP": 1617, + "IoU": 0.8721134853654157, + "TN": 4177723, + "TP": 24284, + "n_pred": 25901, + "n_ref": 26228 + }, + "15": { + "Dice": 0.924779605388696, + "FN": 1057, + "FP": 914, + "IoU": 0.8600837651735643, + "TN": 4191481, + "TP": 12116, + "n_pred": 13030, + "n_ref": 13173 + }, + "2": { + "Dice": 0.9615948317423585, + "FN": 4196, + "FP": 3770, + "IoU": 0.9260304755183717, + "TN": 4097875, + "TP": 99727, + "n_pred": 103497, + "n_ref": 103923 + }, + "3": { + "Dice": 0.967076794047056, + "FN": 5004, + "FP": 2376, + "IoU": 0.9362523646226537, + "TN": 4089799, + "TP": 108389, + "n_pred": 110765, + "n_ref": 113393 + }, + "4": { + "Dice": 0.899921335547592, + "FN": 757, + "FP": 1533, + "IoU": 0.8180518035912919, + "TN": 4192982, + "TP": 10296, + "n_pred": 11829, + "n_ref": 11053 + }, + "5": { + "Dice": 0.9406029250820814, + "FN": 249, + "FP": 348, + "IoU": 0.8878662659654395, + "TN": 4200244, + "TP": 4727, + "n_pred": 5075, + "n_ref": 4976 + }, + "6": { + "Dice": 0.9628269493744896, + "FN": 13531, + "FP": 17241, + "IoU": 0.9283185181043961, + "TN": 3776280, + "TP": 398516, + "n_pred": 415757, + "n_ref": 412047 + }, + "7": { + "Dice": 0.9533745354055762, + "FN": 5610, + "FP": 3096, + "IoU": 0.9109032482551118, + "TN": 4107854, + "TP": 89008, + "n_pred": 92104, + "n_ref": 94618 + }, + "8": { + "Dice": 0.9319796954314721, + "FN": 30, + "FP": 37, + "IoU": 0.8726235741444867, + "TN": 4205042, + "TP": 459, + "n_pred": 496, + "n_ref": 489 + }, + "9": { + "Dice": 0.84434958230056, + "FN": 2172, + "FP": 4610, + "IoU": 0.7306271597092584, + "TN": 4180391, + "TP": 18395, + "n_pred": 23005, + "n_ref": 20567 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9479883820998278, + "FN": 1547, + "FP": 2321, + "IoU": 0.9011196891456619, + "TN": 4166450, + "TP": 35250, + "n_pred": 37571, + "n_ref": 36797 + }, + "10": { + "Dice": 0.9135503478405395, + "FN": 2213, + "FP": 1428, + "IoU": 0.8408584291271471, + "TN": 4182689, + "TP": 19238, + "n_pred": 20666, + "n_ref": 21451 + }, + "11": { + "Dice": 0.5796579657965797, + "FN": 746, + "FP": 188, + "IoU": 0.40811153358681873, + "TN": 4203990, + "TP": 644, + "n_pred": 832, + "n_ref": 1390 + }, + "12": { + "Dice": 0.599349218011966, + "FN": 3577, + "FP": 240, + "IoU": 0.4279076738609113, + "TN": 4198896, + "TP": 2855, + "n_pred": 3095, + "n_ref": 6432 + }, + "13": { + "Dice": 0.7286361984198343, + "FN": 5697, + "FP": 8488, + "IoU": 0.5731138463390412, + "TN": 4172339, + "TP": 19044, + "n_pred": 27532, + "n_ref": 24741 + }, + "14": { + "Dice": 0.9177878363509052, + "FN": 3152, + "FP": 9998, + "IoU": 0.8480664579265405, + "TN": 4119017, + "TP": 73401, + "n_pred": 83399, + "n_ref": 76553 + }, + "15": { + "Dice": 0.27795711321189764, + "FN": 11895, + "FP": 631, + "IoU": 0.16141126062797082, + "TN": 4190631, + "TP": 2411, + "n_pred": 3042, + "n_ref": 14306 + }, + "2": { + "Dice": 0.9742910649501257, + "FN": 2123, + "FP": 1158, + "IoU": 0.9498708957846328, + "TN": 4140117, + "TP": 62170, + "n_pred": 63328, + "n_ref": 64293 + }, + "3": { + "Dice": 0.9675390356059125, + "FN": 5004, + "FP": 2634, + "IoU": 0.9371192412816545, + "TN": 4084100, + "TP": 113830, + "n_pred": 116464, + "n_ref": 118834 + }, + "4": { + "Dice": 0.5299280879864636, + "FN": 8780, + "FP": 110, + "IoU": 0.36047766347744764, + "TN": 4191667, + "TP": 5011, + "n_pred": 5121, + "n_ref": 13791 + }, + "5": { + "Dice": 0.22666666666666666, + "FN": 299, + "FP": 49, + "IoU": 0.12781954887218044, + "TN": 4205169, + "TP": 51, + "n_pred": 100, + "n_ref": 350 + }, + "6": { + "Dice": 0.35164529586105725, + "FN": 1192789, + "FP": 974, + "IoU": 0.21333108400642903, + "TN": 2688077, + "TP": 323728, + "n_pred": 324702, + "n_ref": 1516517 + }, + "7": { + "Dice": 0.20401394388601213, + "FN": 144718, + "FP": 19915, + "IoU": 0.11359439188934535, + "TN": 4019837, + "TP": 21098, + "n_pred": 41013, + "n_ref": 165816 + }, + "8": { + "Dice": 0.9437603421227946, + "FN": 1033, + "FP": 1584, + "IoU": 0.8935096642929806, + "TN": 4180993, + "TP": 21958, + "n_pred": 23542, + "n_ref": 22991 + }, + "9": { + "Dice": 0.7870882950336533, + "FN": 5469, + "FP": 5223, + "IoU": 0.6489246429157773, + "TN": 4175113, + "TP": 19763, + "n_pred": 24986, + "n_ref": 25232 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9650294695481336, + "FN": 506, + "FP": 206, + "IoU": 0.932422171602126, + "TN": 3143640, + "TP": 9824, + "n_pred": 10030, + "n_ref": 10330 + }, + "10": { + "Dice": 0.8977122833197874, + "FN": 2211, + "FP": 5466, + "IoU": 0.8144083162093557, + "TN": 3112811, + "TP": 33688, + "n_pred": 39154, + "n_ref": 35899 + }, + "11": { + "Dice": 0.886326194398682, + "FN": 222, + "FP": 261, + "IoU": 0.7958579881656804, + "TN": 3151810, + "TP": 1883, + "n_pred": 2144, + "n_ref": 2105 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 593, + "IoU": 0.0, + "TN": 3153583, + "TP": 0, + "n_pred": 593, + "n_ref": 0 + }, + "13": { + "Dice": 0.8766278210241013, + "FN": 11471, + "FP": 2048, + "IoU": 0.7803538644007214, + "TN": 3092627, + "TP": 48030, + "n_pred": 50078, + "n_ref": 59501 + }, + "14": { + "Dice": 0.9630029325513196, + "FN": 524, + "FP": 1053, + "IoU": 0.9286457626351748, + "TN": 3132075, + "TP": 20524, + "n_pred": 21577, + "n_ref": 21048 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.06636854804867813, + "FN": 284780, + "FP": 0, + "IoU": 0.03432326671233155, + "TN": 2859274, + "TP": 10122, + "n_pred": 10122, + "n_ref": 294902 + }, + "3": { + "Dice": 0.056934374419036995, + "FN": 6029, + "FP": 34553, + "IoU": 0.029301313177219127, + "TN": 3112369, + "TP": 1225, + "n_pred": 35778, + "n_ref": 7254 + }, + "4": { + "Dice": 0.8453075886843286, + "FN": 538, + "FP": 2218, + "IoU": 0.7320629982500486, + "TN": 3143890, + "TP": 7530, + "n_pred": 9748, + "n_ref": 8068 + }, + "5": { + "Dice": 0.8932621747831888, + "FN": 502, + "FP": 778, + "IoU": 0.8071127185051236, + "TN": 3147540, + "TP": 5356, + "n_pred": 6134, + "n_ref": 5858 + }, + "6": { + "Dice": 0.9671973220715022, + "FN": 4670, + "FP": 8814, + "IoU": 0.9364783251834893, + "TN": 2941902, + "TP": 198790, + "n_pred": 207604, + "n_ref": 203460 + }, + "7": { + "Dice": 0.9492440137570028, + "FN": 4924, + "FP": 4462, + "IoU": 0.9033914878287272, + "TN": 3057021, + "TP": 87769, + "n_pred": 92231, + "n_ref": 92693 + }, + "8": { + "Dice": 0.9533044055865633, + "FN": 8788, + "FP": 2038, + "IoU": 0.9107752155207939, + "TN": 3032842, + "TP": 110508, + "n_pred": 112546, + "n_ref": 119296 + }, + "9": { + "Dice": 0.939574641294393, + "FN": 1974, + "FP": 995, + "IoU": 0.8860356210655612, + "TN": 3128124, + "TP": 23083, + "n_pred": 24078, + "n_ref": 25057 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9642097117430838, + "FN": 57, + "FP": 128, + "IoU": 0.9308927904370564, + "TN": 1048715, + "TP": 2492, + "n_pred": 2620, + "n_ref": 2549 + }, + "10": { + "Dice": 0.9057177230418539, + "FN": 545, + "FP": 3922, + "IoU": 0.8276819812521699, + "TN": 1025469, + "TP": 21456, + "n_pred": 25378, + "n_ref": 22001 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8842717515140612, + "FN": 2514, + "FP": 1346, + "IoU": 0.7925511904122104, + "TN": 1032785, + "TP": 14747, + "n_pred": 16093, + "n_ref": 17261 + }, + "14": { + "Dice": 0.9591632376576713, + "FN": 3984, + "FP": 869, + "IoU": 0.9215308993305954, + "TN": 989546, + "TP": 56993, + "n_pred": 57862, + "n_ref": 60977 + }, + "15": { + "Dice": 0.4072727272727273, + "FN": 163, + "FP": 0, + "IoU": 0.2557077625570776, + "TN": 1051173, + "TP": 56, + "n_pred": 56, + "n_ref": 219 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9731968664645676, + "FN": 560, + "FP": 333, + "IoU": 0.9477930429698919, + "TN": 1034287, + "TP": 16212, + "n_pred": 16545, + "n_ref": 16772 + }, + "4": { + "Dice": 0.8455993294216262, + "FN": 215, + "FP": 706, + "IoU": 0.7325007261109497, + "TN": 1047949, + "TP": 2522, + "n_pred": 3228, + "n_ref": 2737 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9123719414768633, + "FN": 1348, + "FP": 1449, + "IoU": 0.8388639244152553, + "TN": 1034034, + "TP": 14561, + "n_pred": 16010, + "n_ref": 15909 + }, + "7": { + "Dice": 0.9437736529104344, + "FN": 622, + "FP": 626, + "IoU": 0.893533526701928, + "TN": 1039670, + "TP": 10474, + "n_pred": 11100, + "n_ref": 11096 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.971710564067252, + "FN": 351, + "FP": 635, + "IoU": 0.9449776785714286, + "TN": 1033472, + "TP": 16934, + "n_pred": 17569, + "n_ref": 17285 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.953804743414153, + "FN": 14631, + "FP": 918, + "IoU": 0.9116890345372037, + "TN": 5431353, + "TP": 160522, + "n_pred": 161440, + "n_ref": 175153 + }, + "10": { + "Dice": 0.47639131277874736, + "FN": 36614, + "FP": 6590, + "IoU": 0.3126730090044227, + "TN": 5544566, + "TP": 19654, + "n_pred": 26244, + "n_ref": 56268 + }, + "11": { + "Dice": 0.0, + "FN": 27, + "FP": 0, + "IoU": 0.0, + "TN": 5607397, + "TP": 0, + "n_pred": 0, + "n_ref": 27 + }, + "12": { + "Dice": 0.01485148514851485, + "FN": 58, + "FP": 1136, + "IoU": 0.007481296758104738, + "TN": 5606221, + "TP": 9, + "n_pred": 1145, + "n_ref": 67 + }, + "13": { + "Dice": 0.45558963795535456, + "FN": 17983, + "FP": 6332, + "IoU": 0.29499260633825275, + "TN": 5572935, + "TP": 10174, + "n_pred": 16506, + "n_ref": 28157 + }, + "14": { + "Dice": 0.0037109375, + "FN": 30833, + "FP": 50783, + "IoU": 0.0018589179140984249, + "TN": 5525656, + "TP": 152, + "n_pred": 50935, + "n_ref": 30985 + }, + "15": { + "Dice": 0.0, + "FN": 9696, + "FP": 0, + "IoU": 0.0, + "TN": 5597728, + "TP": 0, + "n_pred": 0, + "n_ref": 9696 + }, + "2": { + "Dice": 0.49962590950750985, + "FN": 106373, + "FP": 633, + "IoU": 0.3330008913600409, + "TN": 5446995, + "TP": 53423, + "n_pred": 54056, + "n_ref": 159796 + }, + "3": { + "Dice": 0.5932984197672152, + "FN": 3049, + "FP": 95034, + "IoU": 0.4217656595431098, + "TN": 5437799, + "TP": 71542, + "n_pred": 166576, + "n_ref": 74591 + }, + "4": { + "Dice": 0.0, + "FN": 91333, + "FP": 0, + "IoU": 0.0, + "TN": 5516091, + "TP": 0, + "n_pred": 0, + "n_ref": 91333 + }, + "5": { + "Dice": 0.8640131159486292, + "FN": 1045, + "FP": 448, + "IoU": 0.7605837075048107, + "TN": 5601188, + "TP": 4743, + "n_pred": 5191, + "n_ref": 5788 + }, + "6": { + "Dice": 0.8733900494832196, + "FN": 174512, + "FP": 28542, + "IoU": 0.7752372940453722, + "TN": 4704009, + "TP": 700361, + "n_pred": 728903, + "n_ref": 874873 + }, + "7": { + "Dice": 0.527540579336744, + "FN": 50747, + "FP": 51943, + "IoU": 0.3582717268358528, + "TN": 5447403, + "TP": 57331, + "n_pred": 109274, + "n_ref": 108078 + }, + "8": { + "Dice": 0.9745843684311103, + "FN": 892, + "FP": 1236, + "IoU": 0.9504286246738726, + "TN": 5564496, + "TP": 40800, + "n_pred": 42036, + "n_ref": 41692 + }, + "9": { + "Dice": 0.7462896109105496, + "FN": 3720, + "FP": 1340, + "IoU": 0.5952647576387778, + "TN": 5594922, + "TP": 7442, + "n_pred": 8782, + "n_ref": 11162 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9131393298059964, + "FN": 1084, + "FP": 3644, + "IoU": 0.8401622718052738, + "TN": 1372276, + "TP": 24852, + "n_pred": 28496, + "n_ref": 25936 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8317966608522303, + "FN": 792, + "FP": 558, + "IoU": 0.7120307167235495, + "TN": 1397168, + "TP": 3338, + "n_pred": 3896, + "n_ref": 4130 + }, + "13": { + "Dice": 0.8893644465290806, + "FN": 2868, + "FP": 906, + "IoU": 0.8007707332523888, + "TN": 1382913, + "TP": 15169, + "n_pred": 16075, + "n_ref": 18037 + }, + "14": { + "Dice": 0.9687542721735299, + "FN": 392, + "FP": 1665, + "IoU": 0.9394019737811166, + "TN": 1367911, + "TP": 31888, + "n_pred": 33553, + "n_ref": 32280 + }, + "15": { + "Dice": 0.9200921765773652, + "FN": 5861, + "FP": 346, + "IoU": 0.8520099184588241, + "TN": 1359914, + "TP": 35735, + "n_pred": 36081, + "n_ref": 41596 + }, + "2": { + "Dice": 0.958547322083639, + "FN": 88, + "FP": 138, + "IoU": 0.9203945051074321, + "TN": 1399017, + "TP": 2613, + "n_pred": 2751, + "n_ref": 2701 + }, + "3": { + "Dice": 0.9306930693069307, + "FN": 384, + "FP": 155, + "IoU": 0.8703703703703703, + "TN": 1397698, + "TP": 3619, + "n_pred": 3774, + "n_ref": 4003 + }, + "4": { + "Dice": 0.7347766273260444, + "FN": 3367, + "FP": 296, + "IoU": 0.5807485406890237, + "TN": 1393119, + "TP": 5074, + "n_pred": 5370, + "n_ref": 8441 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9429033427193398, + "FN": 5894, + "FP": 2298, + "IoU": 0.891974576047683, + "TN": 1326022, + "TP": 67642, + "n_pred": 69940, + "n_ref": 73536 + }, + "7": { + "Dice": 0.9668631995859306, + "FN": 2999, + "FP": 2891, + "IoU": 0.9358520567638506, + "TN": 1310037, + "TP": 85929, + "n_pred": 88820, + "n_ref": 88928 + }, + "8": { + "Dice": 0.9696293936497823, + "FN": 258, + "FP": 314, + "IoU": 0.9410491600535916, + "TN": 1392153, + "TP": 9131, + "n_pred": 9445, + "n_ref": 9389 + }, + "9": { + "Dice": 0.9651555366811764, + "FN": 299, + "FP": 1342, + "IoU": 0.9326575837163493, + "TN": 1377488, + "TP": 22727, + "n_pred": 24069, + "n_ref": 23026 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9817849489474347, + "FN": 837, + "FP": 897, + "IoU": 0.9642216032188177, + "TN": 1178159, + "TP": 46731, + "n_pred": 47628, + "n_ref": 47568 + }, + "10": { + "Dice": 0.9275016449019192, + "FN": 5103, + "FP": 1398, + "IoU": 0.8648047248679449, + "TN": 1178538, + "TP": 41585, + "n_pred": 42983, + "n_ref": 46688 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 6, + "FP": 2, + "IoU": 0.0, + "TN": 1226616, + "TP": 0, + "n_pred": 2, + "n_ref": 6 + }, + "13": { + "Dice": 0.8797433155080214, + "FN": 1066, + "FP": 1745, + "IoU": 0.7853051248758879, + "TN": 1213531, + "TP": 10282, + "n_pred": 12027, + "n_ref": 11348 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8888888888888888, + "FN": 9, + "FP": 52, + "IoU": 0.8, + "TN": 1226319, + "TP": 244, + "n_pred": 296, + "n_ref": 253 + }, + "3": { + "Dice": 0.9747563242436558, + "FN": 2569, + "FP": 1220, + "IoU": 0.9507557542596468, + "TN": 1149681, + "TP": 73154, + "n_pred": 74374, + "n_ref": 75723 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9688496202133102, + "FN": 1537, + "FP": 1629, + "IoU": 0.9395813057002729, + "TN": 1174223, + "TP": 49235, + "n_pred": 50864, + "n_ref": 50772 + }, + "7": { + "Dice": 0.9705637375534775, + "FN": 3668, + "FP": 2552, + "IoU": 0.9428109082216215, + "TN": 1117862, + "TP": 102542, + "n_pred": 105094, + "n_ref": 106210 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9627509350431265, + "FN": 314, + "FP": 662, + "IoU": 0.9281772021487968, + "TN": 1213035, + "TP": 12613, + "n_pred": 13275, + "n_ref": 12927 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.960960960960961, + "FN": 35, + "FP": 4, + "IoU": 0.9248554913294798, + "TN": 7008761, + "TP": 480, + "n_pred": 484, + "n_ref": 515 + }, + "10": { + "Dice": 0.8244587852990983, + "FN": 4260, + "FP": 14917, + "IoU": 0.7013440064786407, + "TN": 6945069, + "TP": 45034, + "n_pred": 59951, + "n_ref": 49294 + }, + "11": { + "Dice": 0.7342525006758583, + "FN": 714, + "FP": 269, + "IoU": 0.5800939769329346, + "TN": 7006939, + "TP": 1358, + "n_pred": 1627, + "n_ref": 2072 + }, + "12": { + "Dice": 0.9082224496758785, + "FN": 211, + "FP": 58, + "IoU": 0.831875, + "TN": 7007680, + "TP": 1331, + "n_pred": 1389, + "n_ref": 1542 + }, + "13": { + "Dice": 0.8811545437817092, + "FN": 12182, + "FP": 1381, + "IoU": 0.7875569757060289, + "TN": 6945437, + "TP": 50280, + "n_pred": 51661, + "n_ref": 62462 + }, + "14": { + "Dice": 0.43912799050534074, + "FN": 3500, + "FP": 23437, + "IoU": 0.28133504081959343, + "TN": 6971798, + "TP": 10545, + "n_pred": 33982, + "n_ref": 14045 + }, + "15": { + "Dice": 0.8391105297580118, + "FN": 1267, + "FP": 4145, + "IoU": 0.7228169014084507, + "TN": 6989755, + "TP": 14113, + "n_pred": 18258, + "n_ref": 15380 + }, + "2": { + "Dice": 0.9713395313041867, + "FN": 2585, + "FP": 3448, + "IoU": 0.944276134705263, + "TN": 6901014, + "TP": 102233, + "n_pred": 105681, + "n_ref": 104818 + }, + "3": { + "Dice": 0.958005249343832, + "FN": 16, + "FP": 16, + "IoU": 0.9193954659949622, + "TN": 7008883, + "TP": 365, + "n_pred": 381, + "n_ref": 381 + }, + "4": { + "Dice": 0.8819557354746657, + "FN": 10650, + "FP": 3580, + "IoU": 0.7888379409102376, + "TN": 6941891, + "TP": 53159, + "n_pred": 56739, + "n_ref": 63809 + }, + "5": { + "Dice": 0.924927561682325, + "FN": 130, + "FP": 1580, + "IoU": 0.8603397582489383, + "TN": 6997036, + "TP": 10534, + "n_pred": 12114, + "n_ref": 10664 + }, + "6": { + "Dice": 0.915461429931749, + "FN": 122028, + "FP": 30585, + "IoU": 0.8441022340718948, + "TN": 6030350, + "TP": 826317, + "n_pred": 856902, + "n_ref": 948345 + }, + "7": { + "Dice": 0.9075019512696867, + "FN": 13627, + "FP": 62812, + "IoU": 0.8306668852400911, + "TN": 6557868, + "TP": 374973, + "n_pred": 437785, + "n_ref": 388600 + }, + "8": { + "Dice": 0.9681756258793577, + "FN": 973, + "FP": 1877, + "IoU": 0.9383143586857712, + "TN": 6963078, + "TP": 43352, + "n_pred": 45229, + "n_ref": 44325 + }, + "9": { + "Dice": 0.9296265973730111, + "FN": 2586, + "FP": 1368, + "IoU": 0.868506817426006, + "TN": 6979210, + "TP": 26116, + "n_pred": 27484, + "n_ref": 28702 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9680517634738377, + "FN": 558, + "FP": 3713, + "IoU": 0.9380817072109948, + "TN": 2384270, + "TP": 64707, + "n_pred": 68420, + "n_ref": 65265 + }, + "10": { + "Dice": 0.8841046151923257, + "FN": 1347, + "FP": 2362, + "IoU": 0.79228270609319, + "TN": 2435392, + "TP": 14147, + "n_pred": 16509, + "n_ref": 15494 + }, + "11": { + "Dice": 0.7997457088366179, + "FN": 190, + "FP": 125, + "IoU": 0.6663135593220338, + "TN": 2452304, + "TP": 629, + "n_pred": 754, + "n_ref": 819 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8723789106987339, + "FN": 2810, + "FP": 1000, + "IoU": 0.7736454372623575, + "TN": 2436416, + "TP": 13022, + "n_pred": 14022, + "n_ref": 15832 + }, + "14": { + "Dice": 0.9033557787835302, + "FN": 3108, + "FP": 3896, + "IoU": 0.8237455332427399, + "TN": 2413510, + "TP": 32734, + "n_pred": 36630, + "n_ref": 35842 + }, + "15": { + "Dice": 0.8690943272846167, + "FN": 820, + "FP": 5586, + "IoU": 0.7684940912869068, + "TN": 2425577, + "TP": 21265, + "n_pred": 26851, + "n_ref": 22085 + }, + "2": { + "Dice": 0.9392670157068063, + "FN": 108, + "FP": 8, + "IoU": 0.8854886475814413, + "TN": 2452235, + "TP": 897, + "n_pred": 905, + "n_ref": 1005 + }, + "3": { + "Dice": 0.9670255303127785, + "FN": 4918, + "FP": 2001, + "IoU": 0.9361562736449702, + "TN": 2344874, + "TP": 101455, + "n_pred": 103456, + "n_ref": 106373 + }, + "4": { + "Dice": 0.8096108644554714, + "FN": 232, + "FP": 497, + "IoU": 0.6801228609039052, + "TN": 2450969, + "TP": 1550, + "n_pred": 2047, + "n_ref": 1782 + }, + "5": { + "Dice": 0.8993873500733454, + "FN": 1810, + "FP": 522, + "IoU": 0.8171697373578989, + "TN": 2440493, + "TP": 10423, + "n_pred": 10945, + "n_ref": 12233 + }, + "6": { + "Dice": 0.9521272949816402, + "FN": 2505, + "FP": 2384, + "IoU": 0.9086287775431252, + "TN": 2399741, + "TP": 48618, + "n_pred": 51002, + "n_ref": 51123 + }, + "7": { + "Dice": 0.8517971151572475, + "FN": 1150, + "FP": 3864, + "IoU": 0.7418524429799722, + "TN": 2433825, + "TP": 14409, + "n_pred": 18273, + "n_ref": 15559 + }, + "8": { + "Dice": 0.9599345233455453, + "FN": 292, + "FP": 1764, + "IoU": 0.9229558570036723, + "TN": 2426562, + "TP": 24630, + "n_pred": 26394, + "n_ref": 24922 + }, + "9": { + "Dice": 0.9438434616608335, + "FN": 1235, + "FP": 883, + "IoU": 0.8936586835366772, + "TN": 2433331, + "TP": 17799, + "n_pred": 18682, + "n_ref": 19034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9192177907874944, + "FN": 1225, + "FP": 762, + "IoU": 0.8505115859163407, + "TN": 1038100, + "TP": 11305, + "n_pred": 12067, + "n_ref": 12530 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 1051365, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 1051380, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "13": { + "Dice": 0.878142577317735, + "FN": 3804, + "FP": 2977, + "IoU": 0.7827577369129237, + "TN": 1020178, + "TP": 24433, + "n_pred": 27410, + "n_ref": 28237 + }, + "14": { + "Dice": 0.960993561427037, + "FN": 1950, + "FP": 4187, + "IoU": 0.9249158867070411, + "TN": 969657, + "TP": 75598, + "n_pred": 79785, + "n_ref": 77548 + }, + "15": { + "Dice": 0.9536756328808388, + "FN": 2085, + "FP": 314, + "IoU": 0.9114531428782342, + "TN": 1024299, + "TP": 24694, + "n_pred": 25008, + "n_ref": 26779 + }, + "2": { + "Dice": 0.9335032437442076, + "FN": 1090, + "FP": 1206, + "IoU": 0.8752987182272431, + "TN": 1032980, + "TP": 16116, + "n_pred": 17322, + "n_ref": 17206 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8231622746185853, + "FN": 331, + "FP": 179, + "IoU": 0.699469652327637, + "TN": 1049695, + "TP": 1187, + "n_pred": 1366, + "n_ref": 1518 + }, + "5": { + "Dice": 0.88787023977433, + "FN": 763, + "FP": 827, + "IoU": 0.7983512999365885, + "TN": 1043507, + "TP": 6295, + "n_pred": 7122, + "n_ref": 7058 + }, + "6": { + "Dice": 0.9655293060536423, + "FN": 5910, + "FP": 2760, + "IoU": 0.9333558811321044, + "TN": 921298, + "TP": 121424, + "n_pred": 124184, + "n_ref": 127334 + }, + "7": { + "Dice": 0.6853182287048264, + "FN": 1605, + "FP": 15784, + "IoU": 0.5212806959585948, + "TN": 1015068, + "TP": 18935, + "n_pred": 34719, + "n_ref": 20540 + }, + "8": { + "Dice": 0.9650739045508877, + "FN": 670, + "FP": 1726, + "IoU": 0.932505140989887, + "TN": 1015893, + "TP": 33103, + "n_pred": 34829, + "n_ref": 33773 + }, + "9": { + "Dice": 0.8866793850297385, + "FN": 1277, + "FP": 3772, + "IoU": 0.7964277074429481, + "TN": 1026590, + "TP": 19753, + "n_pred": 23525, + "n_ref": 21030 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9260835162210179, + "FN": 4460, + "FP": 491, + "IoU": 0.8623422120891954, + "TN": 2592514, + "TP": 31015, + "n_pred": 31506, + "n_ref": 35475 + }, + "11": { + "Dice": 0.8501406187223784, + "FN": 119, + "FP": 254, + "IoU": 0.7393431167016072, + "TN": 2627049, + "TP": 1058, + "n_pred": 1312, + "n_ref": 1177 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9285142196061481, + "FN": 2940, + "FP": 2683, + "IoU": 0.8665670012576825, + "TN": 2586339, + "TP": 36518, + "n_pred": 39201, + "n_ref": 39458 + }, + "14": { + "Dice": 0.9136279481606697, + "FN": 885, + "FP": 3407, + "IoU": 0.8409899229401304, + "TN": 2601488, + "TP": 22700, + "n_pred": 26107, + "n_ref": 23585 + }, + "15": { + "Dice": 0.9006132120096669, + "FN": 16530, + "FP": 6582, + "IoU": 0.8191959570989369, + "TN": 2500651, + "TP": 104717, + "n_pred": 111299, + "n_ref": 121247 + }, + "2": { + "Dice": 0.9691981969676273, + "FN": 346, + "FP": 556, + "IoU": 0.9402371960511495, + "TN": 2613387, + "TP": 14191, + "n_pred": 14747, + "n_ref": 14537 + }, + "3": { + "Dice": 0.9738985049672705, + "FN": 1351, + "FP": 2146, + "IoU": 0.9491249254404469, + "TN": 2559743, + "TP": 65240, + "n_pred": 67386, + "n_ref": 66591 + }, + "4": { + "Dice": 0.8556311413454271, + "FN": 74, + "FP": 117, + "IoU": 0.7476882430647291, + "TN": 2627723, + "TP": 566, + "n_pred": 683, + "n_ref": 640 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9479121451514888, + "FN": 2360, + "FP": 3640, + "IoU": 0.9009819292020794, + "TN": 2567885, + "TP": 54595, + "n_pred": 58235, + "n_ref": 56955 + }, + "7": { + "Dice": 0.9738651757875497, + "FN": 2456, + "FP": 3621, + "IoU": 0.949061617253837, + "TN": 2509179, + "TP": 113224, + "n_pred": 116845, + "n_ref": 115680 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9383389591019703, + "FN": 2161, + "FP": 981, + "IoU": 0.8838404377241302, + "TN": 2601431, + "TP": 23907, + "n_pred": 24888, + "n_ref": 26068 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9541321276061291, + "FN": 4157, + "FP": 1321, + "IoU": 0.912287443558459, + "TN": 2390794, + "TP": 56976, + "n_pred": 58297, + "n_ref": 61133 + }, + "10": { + "Dice": 0.15021079477437152, + "FN": 12450, + "FP": 20204, + "IoU": 0.08120427687113112, + "TN": 2417708, + "TP": 2886, + "n_pred": 23090, + "n_ref": 15336 + }, + "11": { + "Dice": 0.7488951386098834, + "FN": 137, + "FP": 488, + "IoU": 0.5985870263326911, + "TN": 2451691, + "TP": 932, + "n_pred": 1420, + "n_ref": 1069 + }, + "12": { + "Dice": 0.6288869514675967, + "FN": 252, + "FP": 1025, + "IoU": 0.4586689275116575, + "TN": 2450889, + "TP": 1082, + "n_pred": 2107, + "n_ref": 1334 + }, + "13": { + "Dice": 0.5257591467930677, + "FN": 11179, + "FP": 20837, + "IoU": 0.3566304282298093, + "TN": 2403485, + "TP": 17747, + "n_pred": 38584, + "n_ref": 28926 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9159631711108454, + "FN": 12709, + "FP": 1347, + "IoU": 0.8449557678307485, + "TN": 2362590, + "TP": 76602, + "n_pred": 77949, + "n_ref": 89311 + }, + "3": { + "Dice": 0.968171591420429, + "FN": 1377, + "FP": 1806, + "IoU": 0.938306779858123, + "TN": 2401654, + "TP": 48411, + "n_pred": 50217, + "n_ref": 49788 + }, + "4": { + "Dice": 0.7209124668435013, + "FN": 48444, + "FP": 4164, + "IoU": 0.5636146457189309, + "TN": 2332694, + "TP": 67946, + "n_pred": 72110, + "n_ref": 116390 + }, + "5": { + "Dice": 0.8082933306097436, + "FN": 358, + "FP": 1519, + "IoU": 0.6782653411038738, + "TN": 2447414, + "TP": 3957, + "n_pred": 5476, + "n_ref": 4315 + }, + "6": { + "Dice": 0.9564024547470475, + "FN": 27233, + "FP": 15037, + "IoU": 0.9164475894922022, + "TN": 1947338, + "TP": 463640, + "n_pred": 478677, + "n_ref": 490873 + }, + "7": { + "Dice": 0.7149207277928115, + "FN": 9942, + "FP": 60220, + "IoU": 0.5563242231468717, + "TN": 2295110, + "TP": 87976, + "n_pred": 148196, + "n_ref": 97918 + }, + "8": { + "Dice": 0.9432241372551582, + "FN": 3198, + "FP": 1147, + "IoU": 0.8925489032321884, + "TN": 2412811, + "TP": 36092, + "n_pred": 37239, + "n_ref": 39290 + }, + "9": { + "Dice": 0.8593764806216242, + "FN": 2628, + "FP": 6276, + "IoU": 0.7534269336213342, + "TN": 2417137, + "TP": 27207, + "n_pred": 33483, + "n_ref": 29835 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0388.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.7691122166335925, + "FN": 5127.253333333333, + "FP": 10387.864444444445, + "IoU": 0.6786252162390831, + "TN": 3318129.8622222226, + "TP": 42491.55333333333, + "n_pred": 52879.41777777778, + "n_ref": 47618.80666666667 + }, + "mean": { + "1": { + "Dice": 0.7849557428797508, + "FN": 4071.4333333333334, + "FP": 8109.9, + "IoU": 0.744278561315417, + "TN": 3297049.033333333, + "TP": 66906.16666666667, + "n_pred": 75016.06666666667, + "n_ref": 70977.6 + }, + "10": { + "Dice": 0.817881341167148, + "FN": 4554.3, + "FP": 4360.833333333333, + "IoU": 0.7091332003841252, + "TN": 3343928.2333333334, + "TP": 23293.166666666668, + "n_pred": 27654.0, + "n_ref": 27847.466666666667 + }, + "11": { + "Dice": 0.6069715355337573, + "FN": 192.33333333333334, + "FP": 234.16666666666666, + "IoU": 0.48651060028821613, + "TN": 3375187.433333333, + "TP": 522.6, + "n_pred": 756.7666666666667, + "n_ref": 714.9333333333333 + }, + "12": { + "Dice": 0.5485445507354948, + "FN": 449.4, + "FP": 144.33333333333334, + "IoU": 0.43707647555634077, + "TN": 3374842.0, + "TP": 700.8, + "n_pred": 845.1333333333333, + "n_ref": 1150.2 + }, + "13": { + "Dice": 0.7091493677640754, + "FN": 7365.133333333333, + "FP": 6355.433333333333, + "IoU": 0.5711204409270866, + "TN": 3343228.966666667, + "TP": 19187.0, + "n_pred": 25542.433333333334, + "n_ref": 26552.133333333335 + }, + "14": { + "Dice": 0.7338240998346351, + "FN": 8107.633333333333, + "FP": 27431.633333333335, + "IoU": 0.6609053486968872, + "TN": 3307494.466666667, + "TP": 33102.8, + "n_pred": 60534.433333333334, + "n_ref": 41210.433333333334 + }, + "15": { + "Dice": 0.7101007823461132, + "FN": 5809.7, + "FP": 13474.2, + "IoU": 0.6047607121768481, + "TN": 3323702.466666667, + "TP": 33150.166666666664, + "n_pred": 46624.36666666667, + "n_ref": 38959.86666666667 + }, + "2": { + "Dice": 0.8898119483893926, + "FN": 4210.8, + "FP": 1245.1666666666667, + "IoU": 0.8354627787954478, + "TN": 3346224.7, + "TP": 24455.866666666665, + "n_pred": 25701.033333333333, + "n_ref": 28666.666666666668 + }, + "3": { + "Dice": 0.8599485058819901, + "FN": 6312.366666666667, + "FP": 4899.133333333333, + "IoU": 0.8027383399765817, + "TN": 3325445.0, + "TP": 39480.03333333333, + "n_pred": 44379.166666666664, + "n_ref": 45792.4 + }, + "4": { + "Dice": 0.7712725551885784, + "FN": 1373.8, + "FP": 1487.3666666666666, + "IoU": 0.6697378317323454, + "TN": 3364773.3333333335, + "TP": 8502.033333333333, + "n_pred": 9989.4, + "n_ref": 9875.833333333334 + }, + "5": { + "Dice": 0.7182393182229482, + "FN": 1384.9, + "FP": 586.5333333333333, + "IoU": 0.6008641430931047, + "TN": 3370768.3, + "TP": 3396.8, + "n_pred": 3983.3333333333335, + "n_ref": 4781.7 + }, + "6": { + "Dice": 0.9070962071229525, + "FN": 14907.733333333334, + "FP": 63214.46666666667, + "IoU": 0.8425544583966715, + "TN": 3071475.8333333335, + "TP": 226538.5, + "n_pred": 289752.9666666667, + "n_ref": 241446.23333333334 + }, + "7": { + "Dice": 0.804118903530709, + "FN": 14016.433333333332, + "FP": 17865.733333333334, + "IoU": 0.7167024453759522, + "TN": 3227318.1666666665, + "TP": 116936.2, + "n_pred": 134801.93333333332, + "n_ref": 130952.63333333333 + }, + "8": { + "Dice": 0.8461082847852005, + "FN": 1284.4, + "FP": 2926.9, + "IoU": 0.7649618862132662, + "TN": 3350237.033333333, + "TP": 21688.2, + "n_pred": 24615.1, + "n_ref": 22972.6 + }, + "9": { + "Dice": 0.8286601061211413, + "FN": 2868.4333333333334, + "FP": 3482.1666666666665, + "IoU": 0.7325710206579555, + "TN": 3350272.966666667, + "TP": 19512.966666666667, + "n_pred": 22995.133333333335, + "n_ref": 22381.4 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9690550081300122, + "FN": 2339, + "FP": 4950, + "IoU": 0.9399677148363504, + "TN": 2156598, + "TP": 114129, + "n_pred": 119079, + "n_ref": 116468 + }, + "10": { + "Dice": 0.7404275000825927, + "FN": 2337, + "FP": 5520, + "IoU": 0.5878403189424539, + "TN": 2258953, + "TP": 11206, + "n_pred": 16726, + "n_ref": 13543 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 252, + "IoU": 0.0, + "TN": 2277764, + "TP": 0, + "n_pred": 252, + "n_ref": 0 + }, + "12": { + "Dice": 0.7394957983193278, + "FN": 1629, + "FP": 603, + "IoU": 0.5866666666666667, + "TN": 2272616, + "TP": 3168, + "n_pred": 3771, + "n_ref": 4797 + }, + "13": { + "Dice": 0.42595008261587963, + "FN": 1615, + "FP": 11587, + "IoU": 0.2706077348066298, + "TN": 2259916, + "TP": 4898, + "n_pred": 16485, + "n_ref": 6513 + }, + "14": { + "Dice": 0.8874629970397632, + "FN": 4866, + "FP": 2167, + "IoU": 0.7976930157634334, + "TN": 2243252, + "TP": 27731, + "n_pred": 29898, + "n_ref": 32597 + }, + "15": { + "Dice": 0.7668319959138137, + "FN": 14612, + "FP": 2735, + "IoU": 0.6218390303453086, + "TN": 2232144, + "TP": 28525, + "n_pred": 31260, + "n_ref": 43137 + }, + "2": { + "Dice": 0.9403710854412776, + "FN": 2967, + "FP": 6144, + "IoU": 0.8874532135930725, + "TN": 2197063, + "TP": 71842, + "n_pred": 77986, + "n_ref": 74809 + }, + "3": { + "Dice": 0.9105381220000482, + "FN": 2222, + "FP": 1487, + "IoU": 0.8357686857952533, + "TN": 2255432, + "TP": 18875, + "n_pred": 20362, + "n_ref": 21097 + }, + "4": { + "Dice": 0.8147228668573587, + "FN": 722, + "FP": 2711, + "IoU": 0.6873690920681177, + "TN": 2267035, + "TP": 7548, + "n_pred": 10259, + "n_ref": 8270 + }, + "5": { + "Dice": 0.8462348604528699, + "FN": 470, + "FP": 114, + "IoU": 0.7334550433591968, + "TN": 2275825, + "TP": 1607, + "n_pred": 1721, + "n_ref": 2077 + }, + "6": { + "Dice": 0.9604157155517362, + "FN": 17674, + "FP": 8858, + "IoU": 0.9238459352638785, + "TN": 1929617, + "TP": 321867, + "n_pred": 330725, + "n_ref": 339541 + }, + "7": { + "Dice": 0.9435226279121344, + "FN": 15419, + "FP": 6736, + "IoU": 0.8930836124274918, + "TN": 2070798, + "TP": 185063, + "n_pred": 191799, + "n_ref": 200482 + }, + "8": { + "Dice": 0.8066373179817136, + "FN": 481, + "FP": 90, + "IoU": 0.6759364358683314, + "TN": 2276254, + "TP": 1191, + "n_pred": 1281, + "n_ref": 1672 + }, + "9": { + "Dice": 0.7714475096269174, + "FN": 11268, + "FP": 3214, + "IoU": 0.627932071011998, + "TN": 2239093, + "TP": 24441, + "n_pred": 27655, + "n_ref": 35709 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9829019337611439, + "FN": 2642, + "FP": 1725, + "IoU": 0.9663787262872628, + "TN": 2498592, + "TP": 125521, + "n_pred": 127246, + "n_ref": 128163 + }, + "10": { + "Dice": 0.8712146026263288, + "FN": 4942, + "FP": 3708, + "IoU": 0.7718159755196792, + "TN": 2590572, + "TP": 29258, + "n_pred": 32966, + "n_ref": 34200 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8187947308370501, + "FN": 2877, + "FP": 2364, + "IoU": 0.6931858096241658, + "TN": 2611398, + "TP": 11841, + "n_pred": 14205, + "n_ref": 14718 + }, + "14": { + "Dice": 0.8429248126776333, + "FN": 4096, + "FP": 5023, + "IoU": 0.7284961443415607, + "TN": 2594893, + "TP": 24468, + "n_pred": 29491, + "n_ref": 28564 + }, + "15": { + "Dice": 0.7392643170331693, + "FN": 14218, + "FP": 1362, + "IoU": 0.5863753418111344, + "TN": 2590813, + "TP": 22087, + "n_pred": 23449, + "n_ref": 36305 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9537313606303971, + "FN": 2739, + "FP": 5223, + "IoU": 0.911554953233654, + "TN": 2538458, + "TP": 82060, + "n_pred": 87283, + "n_ref": 84799 + }, + "4": { + "Dice": 0.10217881292261458, + "FN": 1189, + "FP": 6, + "IoU": 0.053840063341250986, + "TN": 2627217, + "TP": 68, + "n_pred": 74, + "n_ref": 1257 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9163018528597459, + "FN": 2758, + "FP": 4316, + "IoU": 0.8455323609048825, + "TN": 2582684, + "TP": 38722, + "n_pred": 43038, + "n_ref": 41480 + }, + "7": { + "Dice": 0.7795207391011453, + "FN": 333, + "FP": 1958, + "IoU": 0.6387005204226462, + "TN": 2622139, + "TP": 4050, + "n_pred": 6008, + "n_ref": 4383 + }, + "8": { + "Dice": 0.2065997130559541, + "FN": 521, + "FP": 32, + "IoU": 0.1152, + "TN": 2627855, + "TP": 72, + "n_pred": 104, + "n_ref": 593 + }, + "9": { + "Dice": 0.7738357081380893, + "FN": 1803, + "FP": 562, + "IoU": 0.6311027920761192, + "TN": 2622069, + "TP": 4046, + "n_pred": 4608, + "n_ref": 5849 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8066067855774552, + "FN": 3707, + "FP": 5379, + "IoU": 0.6758935578226439, + "TN": 1549054, + "TP": 18948, + "n_pred": 24327, + "n_ref": 22655 + }, + "11": { + "Dice": 0.6976127320954907, + "FN": 37, + "FP": 191, + "IoU": 0.5356415478615071, + "TN": 1576597, + "TP": 263, + "n_pred": 454, + "n_ref": 300 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6321443048236725, + "FN": 3186, + "FP": 444, + "IoU": 0.46214253963550156, + "TN": 1570339, + "TP": 3119, + "n_pred": 3563, + "n_ref": 6305 + }, + "14": { + "Dice": 0.9121524778601464, + "FN": 2868, + "FP": 6387, + "IoU": 0.8384929498813346, + "TN": 1519784, + "TP": 48049, + "n_pred": 54436, + "n_ref": 50917 + }, + "15": { + "Dice": 0.9199798409676335, + "FN": 16784, + "FP": 3222, + "IoU": 0.8518172862549904, + "TN": 1442079, + "TP": 115003, + "n_pred": 118225, + "n_ref": 131787 + }, + "2": { + "Dice": 0.8871595330739299, + "FN": 51, + "FP": 65, + "IoU": 0.7972027972027972, + "TN": 1576516, + "TP": 456, + "n_pred": 521, + "n_ref": 507 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8640406607369758, + "FN": 253, + "FP": 282, + "IoU": 0.7606263982102909, + "TN": 1574853, + "TP": 1700, + "n_pred": 1982, + "n_ref": 1953 + }, + "6": { + "Dice": 0.9466532019055565, + "FN": 3644, + "FP": 6076, + "IoU": 0.8987099060044601, + "TN": 1481126, + "TP": 86242, + "n_pred": 92318, + "n_ref": 89886 + }, + "7": { + "Dice": 0.8920553681516808, + "FN": 829, + "FP": 1027, + "IoU": 0.8051443569553806, + "TN": 1567563, + "TP": 7669, + "n_pred": 8696, + "n_ref": 8498 + }, + "8": { + "Dice": 0.9091626964281014, + "FN": 1570, + "FP": 1881, + "IoU": 0.8334539838810868, + "TN": 1556367, + "TP": 17270, + "n_pred": 19151, + "n_ref": 18840 + }, + "9": { + "Dice": 0.8433548568549096, + "FN": 7926, + "FP": 5441, + "IoU": 0.7291388044579534, + "TN": 1527738, + "TP": 35983, + "n_pred": 41424, + "n_ref": 43909 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8249876242336545, + "FN": 5928, + "FP": 3264, + "IoU": 0.7021097319895, + "TN": 2772855, + "TP": 21665, + "n_pred": 24929, + "n_ref": 27593 + }, + "11": { + "Dice": 0.6836086404066074, + "FN": 0, + "FP": 249, + "IoU": 0.5193050193050193, + "TN": 2803194, + "TP": 269, + "n_pred": 518, + "n_ref": 269 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7904678181947777, + "FN": 4279, + "FP": 4540, + "IoU": 0.6535318613970299, + "TN": 2778258, + "TP": 16635, + "n_pred": 21175, + "n_ref": 20914 + }, + "14": { + "Dice": 0.9314021742905769, + "FN": 2863, + "FP": 1087, + "IoU": 0.871611519209517, + "TN": 2772946, + "TP": 26816, + "n_pred": 27903, + "n_ref": 29679 + }, + "15": { + "Dice": 0.762338648443432, + "FN": 3705, + "FP": 8502, + "IoU": 0.6159509202453988, + "TN": 2771927, + "TP": 19578, + "n_pred": 28080, + "n_ref": 23283 + }, + "2": { + "Dice": 0.9331348307333808, + "FN": 267, + "FP": 766, + "IoU": 0.8746511345710472, + "TN": 2795471, + "TP": 7208, + "n_pred": 7974, + "n_ref": 7475 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7746964856230032, + "FN": 1453, + "FP": 310, + "IoU": 0.6322486441385065, + "TN": 2798918, + "TP": 3031, + "n_pred": 3341, + "n_ref": 4484 + }, + "5": { + "Dice": 0.6938798554652214, + "FN": 4305, + "FP": 1117, + "IoU": 0.5312527016512493, + "TN": 2792145, + "TP": 6145, + "n_pred": 7262, + "n_ref": 10450 + }, + "6": { + "Dice": 0.958933969540618, + "FN": 12435, + "FP": 4709, + "IoU": 0.9211077313871031, + "TN": 2586403, + "TP": 200165, + "n_pred": 204874, + "n_ref": 212600 + }, + "7": { + "Dice": 0.9650998282326432, + "FN": 11261, + "FP": 7635, + "IoU": 0.932553549183868, + "TN": 2523549, + "TP": 261267, + "n_pred": 268902, + "n_ref": 272528 + }, + "8": { + "Dice": 0.8924771657051553, + "FN": 6025, + "FP": 7972, + "IoU": 0.8058318420797093, + "TN": 2731625, + "TP": 58090, + "n_pred": 66062, + "n_ref": 64115 + }, + "9": { + "Dice": 0.8152111674926452, + "FN": 2633, + "FP": 6726, + "IoU": 0.6880645268806452, + "TN": 2773709, + "TP": 20644, + "n_pred": 27370, + "n_ref": 23277 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9439707673568819, + "FN": 128, + "FP": 148, + "IoU": 0.8938869665513264, + "TN": 2275415, + "TP": 2325, + "n_pred": 2473, + "n_ref": 2453 + }, + "10": { + "Dice": 0.828564841015322, + "FN": 3065, + "FP": 5114, + "IoU": 0.7073074720870312, + "TN": 2250072, + "TP": 19765, + "n_pred": 24879, + "n_ref": 22830 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.76503650589136, + "FN": 1616, + "FP": 10967, + "IoU": 0.6194810693117213, + "TN": 2244948, + "TP": 20485, + "n_pred": 31452, + "n_ref": 22101 + }, + "14": { + "Dice": 0.5447422483397831, + "FN": 8199, + "FP": 1330, + "IoU": 0.3743269862114248, + "TN": 2262786, + "TP": 5701, + "n_pred": 7031, + "n_ref": 13900 + }, + "15": { + "Dice": 0.38410985777341833, + "FN": 4551, + "FP": 1728, + "IoU": 0.23770790336287484, + "TN": 2269779, + "TP": 1958, + "n_pred": 3686, + "n_ref": 6509 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 40, + "IoU": 0.0, + "TN": 2277976, + "TP": 0, + "n_pred": 40, + "n_ref": 0 + }, + "3": { + "Dice": 0.9474909197177807, + "FN": 2759, + "FP": 7303, + "IoU": 0.9002211358249953, + "TN": 2177173, + "TP": 90781, + "n_pred": 98084, + "n_ref": 93540 + }, + "4": { + "Dice": 0.0, + "FN": 336, + "FP": 0, + "IoU": 0.0, + "TN": 2277680, + "TP": 0, + "n_pred": 0, + "n_ref": 336 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9570178282009725, + "FN": 10657, + "FP": 4592, + "IoU": 0.9175783192441571, + "TN": 2093004, + "TP": 169763, + "n_pred": 174355, + "n_ref": 180420 + }, + "7": { + "Dice": 0.9670275870424723, + "FN": 10468, + "FP": 2867, + "IoU": 0.9361601286850949, + "TN": 2069134, + "TP": 195547, + "n_pred": 198414, + "n_ref": 206015 + }, + "8": { + "Dice": 0.7753623188405797, + "FN": 85, + "FP": 39, + "IoU": 0.6331360946745562, + "TN": 2277678, + "TP": 214, + "n_pred": 253, + "n_ref": 299 + }, + "9": { + "Dice": 0.800138193124892, + "FN": 1162, + "FP": 8094, + "IoU": 0.6668586236682983, + "TN": 2250232, + "TP": 18528, + "n_pred": 26622, + "n_ref": 19690 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6042839862717976, + "FN": 315, + "FP": 68058, + "IoU": 0.43295626067773557, + "TN": 5837310, + "TP": 52205, + "n_pred": 120263, + "n_ref": 52520 + }, + "10": { + "Dice": 0.6589030803906837, + "FN": 2061, + "FP": 3387, + "IoU": 0.49131652661064423, + "TN": 5947178, + "TP": 5262, + "n_pred": 8649, + "n_ref": 7323 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1893, + "IoU": 0.0, + "TN": 5955995, + "TP": 0, + "n_pred": 1893, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2705, + "FP": 0, + "IoU": 0.0, + "TN": 5955183, + "TP": 0, + "n_pred": 0, + "n_ref": 2705 + }, + "13": { + "Dice": 0.6496222489871893, + "FN": 3006, + "FP": 9794, + "IoU": 0.48106705586637477, + "TN": 5933222, + "TP": 11866, + "n_pred": 21660, + "n_ref": 14872 + }, + "14": { + "Dice": 0.04570918891241091, + "FN": 2448, + "FP": 344201, + "IoU": 0.023389143853658673, + "TN": 5602937, + "TP": 8302, + "n_pred": 352503, + "n_ref": 10750 + }, + "15": { + "Dice": 0.7752106371774619, + "FN": 3240, + "FP": 3590, + "IoU": 0.6329338421024345, + "TN": 5939281, + "TP": 11777, + "n_pred": 15367, + "n_ref": 15017 + }, + "2": { + "Dice": 0.9254265888389552, + "FN": 3166, + "FP": 5496, + "IoU": 0.8612036918343802, + "TN": 5895480, + "TP": 53746, + "n_pred": 59242, + "n_ref": 56912 + }, + "3": { + "Dice": 0.2627255493926841, + "FN": 50, + "FP": 41954, + "IoU": 0.15122858066602005, + "TN": 5908400, + "TP": 7484, + "n_pred": 49438, + "n_ref": 7534 + }, + "4": { + "Dice": 0.7640721980452307, + "FN": 1649, + "FP": 4965, + "IoU": 0.6182175017317016, + "TN": 5940564, + "TP": 10710, + "n_pred": 15675, + "n_ref": 12359 + }, + "5": { + "Dice": 0.7293106095501305, + "FN": 4633, + "FP": 2419, + "IoU": 0.5739487675205414, + "TN": 5941336, + "TP": 9500, + "n_pred": 11919, + "n_ref": 14133 + }, + "6": { + "Dice": 0.786901720007108, + "FN": 3422, + "FP": 66132, + "IoU": 0.6486710376109994, + "TN": 5759914, + "TP": 128420, + "n_pred": 194552, + "n_ref": 131842 + }, + "7": { + "Dice": 0.6009557500865094, + "FN": 34191, + "FP": 105344, + "IoU": 0.4295473500024529, + "TN": 5713284, + "TP": 105069, + "n_pred": 210413, + "n_ref": 139260 + }, + "8": { + "Dice": 0.9102349957136924, + "FN": 3137, + "FP": 7020, + "IoU": 0.8352580530054822, + "TN": 5896234, + "TP": 51497, + "n_pred": 58517, + "n_ref": 54634 + }, + "9": { + "Dice": 0.8333464288520468, + "FN": 1742, + "FP": 4621, + "IoU": 0.7143049568965517, + "TN": 5935616, + "TP": 15909, + "n_pred": 20530, + "n_ref": 17651 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 37059, + "IoU": 0.0, + "TN": 3642813, + "TP": 0, + "n_pred": 37059, + "n_ref": 0 + }, + "10": { + "Dice": 0.770587360192586, + "FN": 8412, + "FP": 8551, + "IoU": 0.6267931004136231, + "TN": 3634420, + "TP": 28489, + "n_pred": 37040, + "n_ref": 36901 + }, + "11": { + "Dice": 0.6261491317671093, + "FN": 674, + "FP": 58, + "IoU": 0.4557620817843866, + "TN": 3678527, + "TP": 613, + "n_pred": 671, + "n_ref": 1287 + }, + "12": { + "Dice": 0.0, + "FN": 857, + "FP": 0, + "IoU": 0.0, + "TN": 3679015, + "TP": 0, + "n_pred": 0, + "n_ref": 857 + }, + "13": { + "Dice": 0.6220022332216723, + "FN": 59098, + "FP": 8945, + "IoU": 0.45138116201441636, + "TN": 3555846, + "TP": 55983, + "n_pred": 64928, + "n_ref": 115081 + }, + "14": { + "Dice": 0.9420020830922347, + "FN": 8007, + "FP": 4522, + "IoU": 0.8903628901703755, + "TN": 3565595, + "TP": 101748, + "n_pred": 106270, + "n_ref": 109755 + }, + "15": { + "Dice": 0.876562157421618, + "FN": 436, + "FP": 2379, + "IoU": 0.7802498048399688, + "TN": 3667062, + "TP": 9995, + "n_pred": 12374, + "n_ref": 10431 + }, + "2": { + "Dice": 0.9254027261462205, + "FN": 4020, + "FP": 3505, + "IoU": 0.8611623616236163, + "TN": 3625672, + "TP": 46675, + "n_pred": 50180, + "n_ref": 50695 + }, + "3": { + "Dice": 0.9354734958891994, + "FN": 2291, + "FP": 4129, + "IoU": 0.8787695677625244, + "TN": 3626915, + "TP": 46537, + "n_pred": 50666, + "n_ref": 48828 + }, + "4": { + "Dice": 0.6773922913685042, + "FN": 4907, + "FP": 1630, + "IoU": 0.5121641791044776, + "TN": 3666472, + "TP": 6863, + "n_pred": 8493, + "n_ref": 11770 + }, + "5": { + "Dice": 0.8870336733268129, + "FN": 2157, + "FP": 1077, + "IoU": 0.7969995606051096, + "TN": 3663941, + "TP": 12697, + "n_pred": 13774, + "n_ref": 14854 + }, + "6": { + "Dice": 0.9368476957136634, + "FN": 12531, + "FP": 19218, + "IoU": 0.8811980107991603, + "TN": 3412629, + "TP": 235494, + "n_pred": 254712, + "n_ref": 248025 + }, + "7": { + "Dice": 0.7268141281838977, + "FN": 99481, + "FP": 64498, + "IoU": 0.5708625458961093, + "TN": 3297759, + "TP": 218134, + "n_pred": 282632, + "n_ref": 317615 + }, + "8": { + "Dice": 0.9319280925857987, + "FN": 3175, + "FP": 2948, + "IoU": 0.8725331001748688, + "TN": 3631836, + "TP": 41913, + "n_pred": 44861, + "n_ref": 45088 + }, + "9": { + "Dice": 0.8005702357313782, + "FN": 8311, + "FP": 3440, + "IoU": 0.6674590372697173, + "TN": 3644535, + "TP": 23586, + "n_pred": 27026, + "n_ref": 31897 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8392651932781506, + "FN": 4289, + "FP": 5362, + "IoU": 0.7230464602404798, + "TN": 1892705, + "TP": 25196, + "n_pred": 30558, + "n_ref": 29485 + }, + "11": { + "Dice": 0.7146529562982005, + "FN": 525, + "FP": 696, + "IoU": 0.556, + "TN": 1924802, + "TP": 1529, + "n_pred": 2225, + "n_ref": 2054 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.19345238095238096, + "FN": 13041, + "FP": 7013, + "IoU": 0.1070840197693575, + "TN": 1905093, + "TP": 2405, + "n_pred": 9418, + "n_ref": 15446 + }, + "14": { + "Dice": 0.8322986127079022, + "FN": 2683, + "FP": 1693, + "IoU": 0.7127666557269445, + "TN": 1912317, + "TP": 10859, + "n_pred": 12552, + "n_ref": 13542 + }, + "15": { + "Dice": 0.8978718518750457, + "FN": 7053, + "FP": 2732, + "IoU": 0.8146710102655403, + "TN": 1874754, + "TP": 43013, + "n_pred": 45745, + "n_ref": 50066 + }, + "2": { + "Dice": 0.9623115577889447, + "FN": 101, + "FP": 199, + "IoU": 0.927360774818402, + "TN": 1923422, + "TP": 3830, + "n_pred": 4029, + "n_ref": 3931 + }, + "3": { + "Dice": 0.9362366003062788, + "FN": 3169, + "FP": 3493, + "IoU": 0.8801173273829875, + "TN": 1871981, + "TP": 48909, + "n_pred": 52402, + "n_ref": 52078 + }, + "4": { + "Dice": 0.830938292476754, + "FN": 681, + "FP": 1719, + "IoU": 0.7107736804049168, + "TN": 1919254, + "TP": 5898, + "n_pred": 7617, + "n_ref": 6579 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9688178304833501, + "FN": 19060, + "FP": 5678, + "IoU": 0.939521511448814, + "TN": 1518514, + "TP": 384300, + "n_pred": 389978, + "n_ref": 403360 + }, + "7": { + "Dice": 0.8946850903068881, + "FN": 9295, + "FP": 4950, + "IoU": 0.8094390860567469, + "TN": 1852799, + "TP": 60508, + "n_pred": 65458, + "n_ref": 69803 + }, + "8": { + "Dice": 0.8686440677966102, + "FN": 16, + "FP": 232, + "IoU": 0.7677902621722846, + "TN": 1926484, + "TP": 820, + "n_pred": 1052, + "n_ref": 836 + }, + "9": { + "Dice": 0.8862559241706162, + "FN": 627, + "FP": 1965, + "IoU": 0.7957446808510639, + "TN": 1914862, + "TP": 10098, + "n_pred": 12063, + "n_ref": 10725 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8159329140461216, + "FN": 8738, + "FP": 3993, + "IoU": 0.6890934844192634, + "TN": 1886604, + "TP": 28217, + "n_pred": 32210, + "n_ref": 36955 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7877127510408353, + "FN": 3672, + "FP": 6169, + "IoU": 0.6497740133100822, + "TN": 1899453, + "TP": 18258, + "n_pred": 24427, + "n_ref": 21930 + }, + "14": { + "Dice": 0.0, + "FN": 66, + "FP": 63, + "IoU": 0.0, + "TN": 1927423, + "TP": 0, + "n_pred": 63, + "n_ref": 66 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 8365, + "IoU": 0.0, + "TN": 1919187, + "TP": 0, + "n_pred": 8365, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8837957378367511, + "FN": 546, + "FP": 32, + "IoU": 0.7917867435158501, + "TN": 1924776, + "TP": 2198, + "n_pred": 2230, + "n_ref": 2744 + }, + "4": { + "Dice": 0.7644084934277048, + "FN": 154, + "FP": 312, + "IoU": 0.618657937806874, + "TN": 1926330, + "TP": 756, + "n_pred": 1068, + "n_ref": 910 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8343831941890956, + "FN": 1457, + "FP": 4038, + "IoU": 0.7158297564255055, + "TN": 1908215, + "TP": 13842, + "n_pred": 17880, + "n_ref": 15299 + }, + "7": { + "Dice": 0.5387812876922616, + "FN": 7371, + "FP": 38898, + "IoU": 0.3687204955385161, + "TN": 1854258, + "TP": 27025, + "n_pred": 65923, + "n_ref": 34396 + }, + "8": { + "Dice": 0.786692759295499, + "FN": 55, + "FP": 54, + "IoU": 0.6483870967741936, + "TN": 1927242, + "TP": 201, + "n_pred": 255, + "n_ref": 256 + }, + "9": { + "Dice": 0.8783903157205954, + "FN": 795, + "FP": 2922, + "IoU": 0.783151508080042, + "TN": 1910411, + "TP": 13424, + "n_pred": 16346, + "n_ref": 14219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.943890310155509, + "FN": 388, + "FP": 3516, + "IoU": 0.8937426852834708, + "TN": 1715579, + "TP": 32837, + "n_pred": 36353, + "n_ref": 33225 + }, + "10": { + "Dice": 0.7961338025032293, + "FN": 4291, + "FP": 9440, + "IoU": 0.6613141926890632, + "TN": 1711778, + "TP": 26811, + "n_pred": 36251, + "n_ref": 31102 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.432296047098402, + "FN": 654, + "FP": 21, + "IoU": 0.2757510729613734, + "TN": 1751388, + "TP": 257, + "n_pred": 278, + "n_ref": 911 + }, + "13": { + "Dice": 0.6577839647343475, + "FN": 4190, + "FP": 6135, + "IoU": 0.4900730936388779, + "TN": 1732072, + "TP": 9923, + "n_pred": 16058, + "n_ref": 14113 + }, + "14": { + "Dice": 0.9423517610888659, + "FN": 3879, + "FP": 3190, + "IoU": 0.8909878789748018, + "TN": 1687474, + "TP": 57777, + "n_pred": 60967, + "n_ref": 61656 + }, + "15": { + "Dice": 0.8916176001878785, + "FN": 4193, + "FP": 2268, + "IoU": 0.8044313951024609, + "TN": 1719283, + "TP": 26576, + "n_pred": 28844, + "n_ref": 30769 + }, + "2": { + "Dice": 0.8449931412894376, + "FN": 260, + "FP": 192, + "IoU": 0.7315914489311164, + "TN": 1750636, + "TP": 1232, + "n_pred": 1424, + "n_ref": 1492 + }, + "3": { + "Dice": 0.96271091637923, + "FN": 145, + "FP": 655, + "IoU": 0.9281028129774422, + "TN": 1741193, + "TP": 10327, + "n_pred": 10982, + "n_ref": 10472 + }, + "4": { + "Dice": 0.9228919953699581, + "FN": 1224, + "FP": 508, + "IoU": 0.8568240059518889, + "TN": 1740223, + "TP": 10365, + "n_pred": 10873, + "n_ref": 11589 + }, + "5": { + "Dice": 0.8290696194476264, + "FN": 428, + "FP": 915, + "IoU": 0.7080434782608696, + "TN": 1747720, + "TP": 3257, + "n_pred": 4172, + "n_ref": 3685 + }, + "6": { + "Dice": 0.9632325982620052, + "FN": 17705, + "FP": 8870, + "IoU": 0.9290729980970479, + "TN": 1377639, + "TP": 348106, + "n_pred": 356976, + "n_ref": 365811 + }, + "7": { + "Dice": 0.8810632367367913, + "FN": 8814, + "FP": 6462, + "IoU": 0.7874111081731773, + "TN": 1680463, + "TP": 56581, + "n_pred": 63043, + "n_ref": 65395 + }, + "8": { + "Dice": 0.676777684627696, + "FN": 3759, + "FP": 482, + "IoU": 0.5114618131551665, + "TN": 1743639, + "TP": 4440, + "n_pred": 4922, + "n_ref": 8199 + }, + "9": { + "Dice": 0.719579015895405, + "FN": 3672, + "FP": 6666, + "IoU": 0.5619862723498009, + "TN": 1728718, + "TP": 13264, + "n_pred": 19930, + "n_ref": 16936 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9168116396019445, + "FN": 26609, + "FP": 32877, + "IoU": 0.8464009336889752, + "TN": 2591663, + "TP": 327795, + "n_pred": 360672, + "n_ref": 354404 + }, + "10": { + "Dice": 0.7083414223775318, + "FN": 4647, + "FP": 8874, + "IoU": 0.5483967935871743, + "TN": 2949004, + "TP": 16419, + "n_pred": 25293, + "n_ref": 21066 + }, + "11": { + "Dice": 0.64991114496065, + "FN": 765, + "FP": 614, + "IoU": 0.4813839789394509, + "TN": 2976285, + "TP": 1280, + "n_pred": 1894, + "n_ref": 2045 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7578671061868572, + "FN": 3289, + "FP": 4644, + "IoU": 0.6101336740711618, + "TN": 2958596, + "TP": 12415, + "n_pred": 17059, + "n_ref": 15704 + }, + "14": { + "Dice": 0.8606610158354688, + "FN": 4893, + "FP": 5710, + "IoU": 0.7554038155436111, + "TN": 2935595, + "TP": 32746, + "n_pred": 38456, + "n_ref": 37639 + }, + "15": { + "Dice": 0.5937641957464381, + "FN": 924, + "FP": 18750, + "IoU": 0.4222365793492306, + "TN": 2944892, + "TP": 14378, + "n_pred": 33128, + "n_ref": 15302 + }, + "2": { + "Dice": 0.9426886017264345, + "FN": 3372, + "FP": 3254, + "IoU": 0.8915903141361257, + "TN": 2917824, + "TP": 54494, + "n_pred": 57748, + "n_ref": 57866 + }, + "3": { + "Dice": 0.9394220305509653, + "FN": 348, + "FP": 1155, + "IoU": 0.8857642319677738, + "TN": 2965787, + "TP": 11654, + "n_pred": 12809, + "n_ref": 12002 + }, + "4": { + "Dice": 0.9199471029646943, + "FN": 3030, + "FP": 2176, + "IoU": 0.8517611549303795, + "TN": 2943825, + "TP": 29913, + "n_pred": 32089, + "n_ref": 32943 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8618912909233364, + "FN": 29860, + "FP": 26723, + "IoU": 0.7573013755624279, + "TN": 2745803, + "TP": 176558, + "n_pred": 203281, + "n_ref": 206418 + }, + "7": { + "Dice": 0.8445322793148881, + "FN": 796, + "FP": 5104, + "IoU": 0.7309007981755986, + "TN": 2957019, + "TP": 16025, + "n_pred": 21129, + "n_ref": 16821 + }, + "8": { + "Dice": 0.8656267618868634, + "FN": 333, + "FP": 382, + "IoU": 0.7630881378396289, + "TN": 2975926, + "TP": 2303, + "n_pred": 2685, + "n_ref": 2636 + }, + "9": { + "Dice": 0.8922679597322511, + "FN": 2004, + "FP": 2084, + "IoU": 0.8054907931674359, + "TN": 2957927, + "TP": 16929, + "n_pred": 19013, + "n_ref": 18933 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9479903470084048, + "FN": 236, + "FP": 389, + "IoU": 0.9011232399936719, + "TN": 1745999, + "TP": 5696, + "n_pred": 6085, + "n_ref": 5932 + }, + "10": { + "Dice": 0.9306852706200067, + "FN": 985, + "FP": 247, + "IoU": 0.8703567294538567, + "TN": 1742817, + "TP": 8271, + "n_pred": 8518, + "n_ref": 9256 + }, + "11": { + "Dice": 0.8163265306122449, + "FN": 143, + "FP": 46, + "IoU": 0.6896551724137931, + "TN": 1751711, + "TP": 420, + "n_pred": 466, + "n_ref": 563 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9613425775934685, + "FN": 1161, + "FP": 1822, + "IoU": 0.9255627089883716, + "TN": 1712246, + "TP": 37091, + "n_pred": 38913, + "n_ref": 38252 + }, + "14": { + "Dice": 0.9442442374379547, + "FN": 17, + "FP": 1623, + "IoU": 0.8943775359051974, + "TN": 1736793, + "TP": 13887, + "n_pred": 15510, + "n_ref": 13904 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8277564056035421, + "FN": 144, + "FP": 2229, + "IoU": 0.7061300309597524, + "TN": 1744245, + "TP": 5702, + "n_pred": 7931, + "n_ref": 5846 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.40545865868787856, + "FN": 8115, + "FP": 32, + "IoU": 0.254279176201373, + "TN": 1741395, + "TP": 2778, + "n_pred": 2810, + "n_ref": 10893 + }, + "6": { + "Dice": 0.9535057079570626, + "FN": 2220, + "FP": 2146, + "IoU": 0.9111427699196092, + "TN": 1703185, + "TP": 44769, + "n_pred": 46915, + "n_ref": 46989 + }, + "7": { + "Dice": 0.9669059108835706, + "FN": 598, + "FP": 2104, + "IoU": 0.9359320908616683, + "TN": 1710146, + "TP": 39472, + "n_pred": 41576, + "n_ref": 40070 + }, + "8": { + "Dice": 0.9448394158936512, + "FN": 388, + "FP": 4500, + "IoU": 0.8954460867147227, + "TN": 1705569, + "TP": 41863, + "n_pred": 46363, + "n_ref": 42251 + }, + "9": { + "Dice": 0.8215528984410474, + "FN": 8430, + "FP": 2181, + "IoU": 0.697148728487028, + "TN": 1717283, + "TP": 24426, + "n_pred": 26607, + "n_ref": 32856 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9650953319389198, + "FN": 2247, + "FP": 3527, + "IoU": 0.9325451529241338, + "TN": 2542882, + "TP": 79824, + "n_pred": 83351, + "n_ref": 82071 + }, + "10": { + "Dice": 0.7884375542680327, + "FN": 8420, + "FP": 4981, + "IoU": 0.6507609715417492, + "TN": 2590108, + "TP": 24971, + "n_pred": 29952, + "n_ref": 33391 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5861924686192469, + "FN": 1270, + "FP": 708, + "IoU": 0.4146197099733649, + "TN": 2625101, + "TP": 1401, + "n_pred": 2109, + "n_ref": 2671 + }, + "13": { + "Dice": 0.6641366970131939, + "FN": 3382, + "FP": 13699, + "IoU": 0.4971591745414937, + "TN": 2594511, + "TP": 16888, + "n_pred": 30587, + "n_ref": 20270 + }, + "14": { + "Dice": 0.7657998011616347, + "FN": 9921, + "FP": 12458, + "IoU": 0.6204826428341276, + "TN": 2569513, + "TP": 36588, + "n_pred": 49046, + "n_ref": 46509 + }, + "15": { + "Dice": 0.7807869651794029, + "FN": 20586, + "FP": 8367, + "IoU": 0.6404024094889151, + "TN": 2547965, + "TP": 51562, + "n_pred": 59929, + "n_ref": 72148 + }, + "2": { + "Dice": 0.9643907320452622, + "FN": 1678, + "FP": 635, + "IoU": 0.9312303026699174, + "TN": 2594846, + "TP": 31321, + "n_pred": 31956, + "n_ref": 32999 + }, + "3": { + "Dice": 0.9659499087019322, + "FN": 3523, + "FP": 2724, + "IoU": 0.9341422788226365, + "TN": 2533624, + "TP": 88609, + "n_pred": 91333, + "n_ref": 92132 + }, + "4": { + "Dice": 0.6547440172976142, + "FN": 1572, + "FP": 7849, + "IoU": 0.4867058951727144, + "TN": 2610126, + "TP": 8933, + "n_pred": 16782, + "n_ref": 10505 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9619200479747427, + "FN": 7646, + "FP": 9626, + "IoU": 0.9266338744892151, + "TN": 2393058, + "TP": 218150, + "n_pred": 227776, + "n_ref": 225796 + }, + "7": { + "Dice": 0.8266565253627, + "FN": 8021, + "FP": 13402, + "IoU": 0.7045307220191711, + "TN": 2555975, + "TP": 51082, + "n_pred": 64484, + "n_ref": 59103 + }, + "8": { + "Dice": 0.9281823096436146, + "FN": 166, + "FP": 1561, + "IoU": 0.8659889811437883, + "TN": 2615593, + "TP": 11160, + "n_pred": 12721, + "n_ref": 11326 + }, + "9": { + "Dice": 0.8914137033824805, + "FN": 1407, + "FP": 7357, + "IoU": 0.8040995149428884, + "TN": 2583743, + "TP": 35973, + "n_pred": 43330, + "n_ref": 37380 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.951651089059991, + "FN": 8489, + "FP": 905, + "IoU": 0.9077617948843831, + "TN": 2526635, + "TP": 92451, + "n_pred": 93356, + "n_ref": 100940 + }, + "10": { + "Dice": 0.9145674366746803, + "FN": 6167, + "FP": 3641, + "IoU": 0.8425833788078194, + "TN": 2566174, + "TP": 52498, + "n_pred": 56139, + "n_ref": 58665 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7815205507785953, + "FN": 7453, + "FP": 7335, + "IoU": 0.641390013822538, + "TN": 2587243, + "TP": 26449, + "n_pred": 33784, + "n_ref": 33902 + }, + "14": { + "Dice": 0.9505791071629371, + "FN": 729, + "FP": 2787, + "IoU": 0.9058130190195554, + "TN": 2591150, + "TP": 33814, + "n_pred": 36601, + "n_ref": 34543 + }, + "15": { + "Dice": 0.9334247777221697, + "FN": 4632, + "FP": 6143, + "IoU": 0.8751607558712099, + "TN": 2542169, + "TP": 75536, + "n_pred": 81679, + "n_ref": 80168 + }, + "2": { + "Dice": 0.9445676274944568, + "FN": 180, + "FP": 195, + "IoU": 0.8949579831932774, + "TN": 2624910, + "TP": 3195, + "n_pred": 3390, + "n_ref": 3375 + }, + "3": { + "Dice": 0.9804904802946016, + "FN": 554, + "FP": 691, + "IoU": 0.9617276360282816, + "TN": 2595950, + "TP": 31285, + "n_pred": 31976, + "n_ref": 31839 + }, + "4": { + "Dice": 0.9460996133727542, + "FN": 2095, + "FP": 1697, + "IoU": 0.8977125593439793, + "TN": 2591408, + "TP": 33280, + "n_pred": 34977, + "n_ref": 35375 + }, + "5": { + "Dice": 0.7876923076923077, + "FN": 131, + "FP": 7, + "IoU": 0.649746192893401, + "TN": 2628086, + "TP": 256, + "n_pred": 263, + "n_ref": 387 + }, + "6": { + "Dice": 0.8933362242060312, + "FN": 1242, + "FP": 10073, + "IoU": 0.8072336365804627, + "TN": 2569782, + "TP": 47383, + "n_pred": 57456, + "n_ref": 48625 + }, + "7": { + "Dice": 0.971766061653702, + "FN": 2864, + "FP": 4584, + "IoU": 0.9450826562062202, + "TN": 2492858, + "TP": 128174, + "n_pred": 132758, + "n_ref": 131038 + }, + "8": { + "Dice": 0.8954940222315529, + "FN": 3840, + "FP": 889, + "IoU": 0.810764305722289, + "TN": 2603490, + "TP": 20261, + "n_pred": 21150, + "n_ref": 24101 + }, + "9": { + "Dice": 0.9303559989018029, + "FN": 1124, + "FP": 398, + "IoU": 0.8697809719370294, + "TN": 2616792, + "TP": 10166, + "n_pred": 10564, + "n_ref": 11290 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9088522702254137, + "FN": 4282, + "FP": 6482, + "IoU": 0.8329323751726707, + "TN": 6944851, + "TP": 53665, + "n_pred": 60147, + "n_ref": 57947 + }, + "10": { + "Dice": 0.8171439754713289, + "FN": 2093, + "FP": 3513, + "IoU": 0.6908228546216634, + "TN": 6991148, + "TP": 12526, + "n_pred": 16039, + "n_ref": 14619 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 7009280, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 7009280, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6218393132565785, + "FN": 13474, + "FP": 10799, + "IoU": 0.45120958625367397, + "TN": 6965050, + "TP": 19957, + "n_pred": 30756, + "n_ref": 33431 + }, + "14": { + "Dice": 0.013358351069788282, + "FN": 4544, + "FP": 136380, + "IoU": 0.006724086891554716, + "TN": 6867402, + "TP": 954, + "n_pred": 137334, + "n_ref": 5498 + }, + "15": { + "Dice": 0.22148537439156177, + "FN": 1051, + "FP": 83238, + "IoU": 0.12453390666708213, + "TN": 6913001, + "TP": 11990, + "n_pred": 95228, + "n_ref": 13041 + }, + "2": { + "Dice": 0.9638486084743709, + "FN": 762, + "FP": 133, + "IoU": 0.9302198658973959, + "TN": 6996454, + "TP": 11931, + "n_pred": 12064, + "n_ref": 12693 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 7009280, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8912439919992835, + "FN": 250, + "FP": 7036, + "IoU": 0.8038233710285406, + "TN": 6972140, + "TP": 29854, + "n_pred": 36890, + "n_ref": 30104 + }, + "5": { + "Dice": 0.5949004440624552, + "FN": 441, + "FP": 5215, + "IoU": 0.42338668569680904, + "TN": 6999471, + "TP": 4153, + "n_pred": 9368, + "n_ref": 4594 + }, + "6": { + "Dice": 0.81198049753429, + "FN": 35540, + "FP": 173357, + "IoU": 0.6834740472265322, + "TN": 6349312, + "TP": 451071, + "n_pred": 624428, + "n_ref": 486611 + }, + "7": { + "Dice": 0.8144478724585621, + "FN": 13570, + "FP": 24861, + "IoU": 0.6869776988613224, + "TN": 6886506, + "TP": 84343, + "n_pred": 109204, + "n_ref": 97913 + }, + "8": { + "Dice": 0.9548376979771053, + "FN": 690, + "FP": 1614, + "IoU": 0.9135783945986496, + "TN": 6982620, + "TP": 24356, + "n_pred": 25970, + "n_ref": 25046 + }, + "9": { + "Dice": 0.8556846623879637, + "FN": 4208, + "FP": 6113, + "IoU": 0.7477699846037293, + "TN": 6968361, + "TP": 30598, + "n_pred": 36711, + "n_ref": 34806 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9686200343778204, + "FN": 12363, + "FP": 1475, + "IoU": 0.9391495536695835, + "TN": 4854318, + "TP": 213572, + "n_pred": 215047, + "n_ref": 225935 + }, + "10": { + "Dice": 0.9150316729884282, + "FN": 3331, + "FP": 5495, + "IoU": 0.843371783496007, + "TN": 5025378, + "TP": 47524, + "n_pred": 53019, + "n_ref": 50855 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5081728, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7799857040743388, + "FN": 1048, + "FP": 491, + "IoU": 0.6393250527302554, + "TN": 5077461, + "TP": 2728, + "n_pred": 3219, + "n_ref": 3776 + }, + "13": { + "Dice": 0.7197842419572337, + "FN": 13782, + "FP": 8037, + "IoU": 0.5622366678704707, + "TN": 5031886, + "TP": 28023, + "n_pred": 36060, + "n_ref": 41805 + }, + "14": { + "Dice": 0.630067363155984, + "FN": 495, + "FP": 8676, + "IoU": 0.4599257994228844, + "TN": 5064747, + "TP": 7810, + "n_pred": 16486, + "n_ref": 8305 + }, + "15": { + "Dice": 0.8016943620985069, + "FN": 15548, + "FP": 13618, + "IoU": 0.6690232748153108, + "TN": 4993607, + "TP": 58955, + "n_pred": 72573, + "n_ref": 74503 + }, + "2": { + "Dice": 0.9616549370867989, + "FN": 673, + "FP": 226, + "IoU": 0.9261419651659546, + "TN": 5069556, + "TP": 11273, + "n_pred": 11499, + "n_ref": 11946 + }, + "3": { + "Dice": 0.9796637497931138, + "FN": 2060, + "FP": 1749, + "IoU": 0.9601381403380252, + "TN": 4986173, + "TP": 91746, + "n_pred": 93495, + "n_ref": 93806 + }, + "4": { + "Dice": 0.7095320498954503, + "FN": 14593, + "FP": 1521, + "IoU": 0.5498253946081855, + "TN": 5045933, + "TP": 19681, + "n_pred": 21202, + "n_ref": 34274 + }, + "5": { + "Dice": 0.9399428026692088, + "FN": 313, + "FP": 191, + "IoU": 0.8866906474820144, + "TN": 5077280, + "TP": 3944, + "n_pred": 4135, + "n_ref": 4257 + }, + "6": { + "Dice": 0.9162035688782328, + "FN": 5297, + "FP": 15708, + "IoU": 0.8453649989693454, + "TN": 4945892, + "TP": 114831, + "n_pred": 130539, + "n_ref": 120128 + }, + "7": { + "Dice": 0.925053689341982, + "FN": 13632, + "FP": 6923, + "IoU": 0.860558039197064, + "TN": 4934319, + "TP": 126854, + "n_pred": 133777, + "n_ref": 140486 + }, + "8": { + "Dice": 0.9310551615820285, + "FN": 1216, + "FP": 6027, + "IoU": 0.8710039359561168, + "TN": 5025579, + "TP": 48906, + "n_pred": 54933, + "n_ref": 50122 + }, + "9": { + "Dice": 0.8534767256698438, + "FN": 1587, + "FP": 4762, + "IoU": 0.7444041867954911, + "TN": 5056888, + "TP": 18491, + "n_pred": 23253, + "n_ref": 20078 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.06687223687632352, + "FN": 50182, + "FP": 52, + "IoU": 0.03459276626820925, + "TN": 4854462, + "TP": 1800, + "n_pred": 1852, + "n_ref": 51982 + }, + "10": { + "Dice": 0.21257234085012972, + "FN": 15265, + "FP": 4464, + "IoU": 0.11892640228653091, + "TN": 4884104, + "TP": 2663, + "n_pred": 7127, + "n_ref": 17928 + }, + "11": { + "Dice": 0.647348277747403, + "FN": 854, + "FP": 1081, + "IoU": 0.4785772029102668, + "TN": 4902785, + "TP": 1776, + "n_pred": 2857, + "n_ref": 2630 + }, + "12": { + "Dice": 0.38183217859892227, + "FN": 797, + "FP": 809, + "IoU": 0.23596574690770694, + "TN": 4904394, + "TP": 496, + "n_pred": 1305, + "n_ref": 1293 + }, + "13": { + "Dice": 0.5676529732835393, + "FN": 7777, + "FP": 7273, + "IoU": 0.3963096670677898, + "TN": 4881566, + "TP": 9880, + "n_pred": 17153, + "n_ref": 17657 + }, + "14": { + "Dice": 0.28287531114268727, + "FN": 139950, + "FP": 2372, + "IoU": 0.16473778111648435, + "TN": 4736104, + "TP": 28070, + "n_pred": 30442, + "n_ref": 168020 + }, + "15": { + "Dice": 0.6223263075722092, + "FN": 3888, + "FP": 3369, + "IoU": 0.45172257479601086, + "TN": 4893260, + "TP": 5979, + "n_pred": 9348, + "n_ref": 9867 + }, + "2": { + "Dice": 0.9298377093239611, + "FN": 2401, + "FP": 3029, + "IoU": 0.8688754195745092, + "TN": 4865085, + "TP": 35981, + "n_pred": 39010, + "n_ref": 38382 + }, + "3": { + "Dice": 0.9098044017945607, + "FN": 5865, + "FP": 10339, + "IoU": 0.8345331822034331, + "TN": 4808567, + "TP": 81725, + "n_pred": 92064, + "n_ref": 87590 + }, + "4": { + "Dice": 0.9017287886218734, + "FN": 1012, + "FP": 2194, + "IoU": 0.8210438180295841, + "TN": 4888581, + "TP": 14709, + "n_pred": 16903, + "n_ref": 15721 + }, + "5": { + "Dice": 0.6943996126533247, + "FN": 7137, + "FP": 437, + "IoU": 0.531862290623648, + "TN": 4890317, + "TP": 8605, + "n_pred": 9042, + "n_ref": 15742 + }, + "6": { + "Dice": 0.9218383116917954, + "FN": 11892, + "FP": 31815, + "IoU": 0.8550093382916399, + "TN": 4605049, + "TP": 257740, + "n_pred": 289555, + "n_ref": 269632 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4139, + "IoU": 0.0, + "TN": 4902357, + "TP": 0, + "n_pred": 4139, + "n_ref": 0 + }, + "8": { + "Dice": 0.9351138854068067, + "FN": 3117, + "FP": 4492, + "IoU": 0.8781351100291489, + "TN": 4844058, + "TP": 54829, + "n_pred": 59321, + "n_ref": 57946 + }, + "9": { + "Dice": 0.8167622436498229, + "FN": 4158, + "FP": 7377, + "IoU": 0.6902773675590044, + "TN": 4869253, + "TP": 25708, + "n_pred": 33085, + "n_ref": 29866 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.1348158443363447, + "FN": 42, + "FP": 1203, + "IoU": 0.07228017883755589, + "TN": 3152834, + "TP": 97, + "n_pred": 1300, + "n_ref": 139 + }, + "10": { + "Dice": 0.8962414171422937, + "FN": 3682, + "FP": 4735, + "IoU": 0.8119904398132637, + "TN": 3109407, + "TP": 36352, + "n_pred": 41087, + "n_ref": 40034 + }, + "11": { + "Dice": 0.8295719844357977, + "FN": 563, + "FP": 94, + "IoU": 0.7087765957446809, + "TN": 3151920, + "TP": 1599, + "n_pred": 1693, + "n_ref": 2162 + }, + "12": { + "Dice": 0.8739956172388604, + "FN": 584, + "FP": 106, + "IoU": 0.776192020759001, + "TN": 3151093, + "TP": 2393, + "n_pred": 2499, + "n_ref": 2977 + }, + "13": { + "Dice": 0.6712812544144653, + "FN": 8443, + "FP": 3192, + "IoU": 0.5052094407824793, + "TN": 3130661, + "TP": 11880, + "n_pred": 15072, + "n_ref": 20323 + }, + "14": { + "Dice": 0.9666525449373601, + "FN": 1845, + "FP": 910, + "IoU": 0.9354574206395689, + "TN": 3111491, + "TP": 39930, + "n_pred": 40840, + "n_ref": 41775 + }, + "15": { + "Dice": 0.8990938218250807, + "FN": 5497, + "FP": 12108, + "IoU": 0.816685235898664, + "TN": 3058139, + "TP": 78432, + "n_pred": 90540, + "n_ref": 83929 + }, + "2": { + "Dice": 0.9771716417421608, + "FN": 1541, + "FP": 1944, + "IoU": 0.9553622891396514, + "TN": 3076103, + "TP": 74588, + "n_pred": 76532, + "n_ref": 76129 + }, + "3": { + "Dice": 0.961631419939577, + "FN": 529, + "FP": 741, + "IoU": 0.9260983415769567, + "TN": 3136991, + "TP": 15915, + "n_pred": 16656, + "n_ref": 16444 + }, + "4": { + "Dice": 0.8234309623430962, + "FN": 2392, + "FP": 984, + "IoU": 0.6998577524893315, + "TN": 3142928, + "TP": 7872, + "n_pred": 8856, + "n_ref": 10264 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9212401751008547, + "FN": 120957, + "FP": 7505, + "IoU": 0.8539807970573826, + "TN": 2274415, + "TP": 751299, + "n_pred": 758804, + "n_ref": 872256 + }, + "7": { + "Dice": 0.5028178227897172, + "FN": 6013, + "FP": 96588, + "IoU": 0.3358427788170867, + "TN": 2999693, + "TP": 51882, + "n_pred": 148470, + "n_ref": 57895 + }, + "8": { + "Dice": 0.9683481701285855, + "FN": 687, + "FP": 657, + "IoU": 0.9386385426653883, + "TN": 3132273, + "TP": 20559, + "n_pred": 21216, + "n_ref": 21246 + }, + "9": { + "Dice": 0.9452464091579971, + "FN": 767, + "FP": 2275, + "IoU": 0.8961774744027303, + "TN": 3124876, + "TP": 26258, + "n_pred": 28533, + "n_ref": 27025 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9945425790212282, + "FN": 403, + "FP": 1067, + "IoU": 0.9891444016128318, + "TN": 4771082, + "TP": 133944, + "n_pred": 135011, + "n_ref": 134347 + }, + "10": { + "Dice": 0.8936902712649136, + "FN": 267, + "FP": 1524, + "IoU": 0.8078119969953858, + "TN": 4897177, + "TP": 7528, + "n_pred": 9052, + "n_ref": 7795 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4906496, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8568792830785451, + "FN": 976, + "FP": 110, + "IoU": 0.7495964952732304, + "TN": 4902159, + "TP": 3251, + "n_pred": 3361, + "n_ref": 4227 + }, + "13": { + "Dice": 0.4293015332197615, + "FN": 2680, + "FP": 0, + "IoU": 0.27331887201735355, + "TN": 4902808, + "TP": 1008, + "n_pred": 1008, + "n_ref": 3688 + }, + "14": { + "Dice": 0.9743260590500642, + "FN": 5110, + "FP": 2610, + "IoU": 0.9499374217772215, + "TN": 4752289, + "TP": 146487, + "n_pred": 149097, + "n_ref": 151597 + }, + "15": { + "Dice": 0.9285714285714286, + "FN": 396, + "FP": 898, + "IoU": 0.8666666666666667, + "TN": 4896791, + "TP": 8411, + "n_pred": 9309, + "n_ref": 8807 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4906496, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9585914574502772, + "FN": 53, + "FP": 74, + "IoU": 0.9204758922980588, + "TN": 4904899, + "TP": 1470, + "n_pred": 1544, + "n_ref": 1523 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4906496, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4906496, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9240273918221517, + "FN": 487, + "FP": 2575, + "IoU": 0.8587833786837614, + "TN": 4884813, + "TP": 18621, + "n_pred": 21196, + "n_ref": 19108 + }, + "7": { + "Dice": 0.2916676499044293, + "FN": 784, + "FP": 29233, + "IoU": 0.17073238113655828, + "TN": 4870299, + "TP": 6180, + "n_pred": 35413, + "n_ref": 6964 + }, + "8": { + "Dice": 0.9545681477783325, + "FN": 86, + "FP": 369, + "IoU": 0.9130850047755492, + "TN": 4901261, + "TP": 4780, + "n_pred": 5149, + "n_ref": 4866 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 307, + "IoU": 0.0, + "TN": 4906189, + "TP": 0, + "n_pred": 307, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9003872095928054, + "FN": 4105, + "FP": 5465, + "IoU": 0.81882205940819, + "TN": 2926123, + "TP": 43251, + "n_pred": 48716, + "n_ref": 47356 + }, + "11": { + "Dice": 0.8865593410707601, + "FN": 79, + "FP": 224, + "IoU": 0.7962340282447882, + "TN": 2977457, + "TP": 1184, + "n_pred": 1408, + "n_ref": 1263 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9014368708146703, + "FN": 4689, + "FP": 4201, + "IoU": 0.8205599176472963, + "TN": 2929401, + "TP": 40653, + "n_pred": 44854, + "n_ref": 45342 + }, + "14": { + "Dice": 0.9759335203971509, + "FN": 1367, + "FP": 2647, + "IoU": 0.9529982084518916, + "TN": 2893543, + "TP": 81387, + "n_pred": 84034, + "n_ref": 82754 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.944469525959368, + "FN": 133, + "FP": 113, + "IoU": 0.894781864841745, + "TN": 2976606, + "TP": 2092, + "n_pred": 2205, + "n_ref": 2225 + }, + "3": { + "Dice": 0.9682765216203293, + "FN": 2759, + "FP": 1885, + "IoU": 0.9385039130262061, + "TN": 2903427, + "TP": 70873, + "n_pred": 72758, + "n_ref": 73632 + }, + "4": { + "Dice": 0.6708074534161491, + "FN": 264, + "FP": 54, + "IoU": 0.5046728971962616, + "TN": 2978302, + "TP": 324, + "n_pred": 378, + "n_ref": 588 + }, + "5": { + "Dice": 0.7200290275761974, + "FN": 7034, + "FP": 682, + "IoU": 0.5625354348565597, + "TN": 2961306, + "TP": 9922, + "n_pred": 10604, + "n_ref": 16956 + }, + "6": { + "Dice": 0.9757991442034675, + "FN": 6145, + "FP": 9052, + "IoU": 0.9527419731011428, + "TN": 2657369, + "TP": 306378, + "n_pred": 315430, + "n_ref": 312523 + }, + "7": { + "Dice": 0.9092194125961992, + "FN": 199, + "FP": 957, + "IoU": 0.8335493160547156, + "TN": 2971999, + "TP": 5789, + "n_pred": 6746, + "n_ref": 5988 + }, + "8": { + "Dice": 0.966188901139287, + "FN": 3584, + "FP": 1016, + "IoU": 0.934589406327764, + "TN": 2908619, + "TP": 65725, + "n_pred": 66741, + "n_ref": 69309 + }, + "9": { + "Dice": 0.8908654079502984, + "FN": 3647, + "FP": 5347, + "IoU": 0.8032076668927641, + "TN": 2933241, + "TP": 36709, + "n_pred": 42056, + "n_ref": 40356 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8612007101242718, + "FN": 2372, + "FP": 3179, + "IoU": 0.7562357280871246, + "TN": 1904780, + "TP": 17221, + "n_pred": 20400, + "n_ref": 19593 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.79073756432247, + "FN": 208, + "FP": 280, + "IoU": 0.6539007092198581, + "TN": 1926142, + "TP": 922, + "n_pred": 1202, + "n_ref": 1130 + }, + "13": { + "Dice": 0.8285201561430448, + "FN": 4102, + "FP": 5167, + "IoU": 0.7072423486308076, + "TN": 1895891, + "TP": 22392, + "n_pred": 27559, + "n_ref": 26494 + }, + "14": { + "Dice": 0.24074820337161662, + "FN": 2329, + "FP": 88107, + "IoU": 0.13684692767289594, + "TN": 1822778, + "TP": 14338, + "n_pred": 102445, + "n_ref": 16667 + }, + "15": { + "Dice": 0.9692388294289349, + "FN": 5185, + "FP": 5912, + "IoU": 0.9403136799302934, + "TN": 1741630, + "TP": 174825, + "n_pred": 180737, + "n_ref": 180010 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8700173310225303, + "FN": 22, + "FP": 53, + "IoU": 0.7699386503067485, + "TN": 1927226, + "TP": 251, + "n_pred": 304, + "n_ref": 273 + }, + "4": { + "Dice": 0.7627388535031847, + "FN": 94, + "FP": 502, + "IoU": 0.6164736164736164, + "TN": 1925998, + "TP": 958, + "n_pred": 1460, + "n_ref": 1052 + }, + "5": { + "Dice": 0.869681104236078, + "FN": 658, + "FP": 711, + "IoU": 0.7694121610240863, + "TN": 1921615, + "TP": 4568, + "n_pred": 5279, + "n_ref": 5226 + }, + "6": { + "Dice": 0.965999824218618, + "FN": 1824, + "FP": 3205, + "IoU": 0.9342356479665228, + "TN": 1851082, + "TP": 71441, + "n_pred": 74646, + "n_ref": 73265 + }, + "7": { + "Dice": 0.958383822791649, + "FN": 7136, + "FP": 3648, + "IoU": 0.9200930666804983, + "TN": 1792595, + "TP": 124173, + "n_pred": 127821, + "n_ref": 131309 + }, + "8": { + "Dice": 0.9645855339967755, + "FN": 791, + "FP": 1757, + "IoU": 0.9315936426116839, + "TN": 1890304, + "TP": 34700, + "n_pred": 36457, + "n_ref": 35491 + }, + "9": { + "Dice": 0.9642102567385876, + "FN": 301, + "FP": 258, + "IoU": 0.9308938064037582, + "TN": 1919463, + "TP": 7530, + "n_pred": 7788, + "n_ref": 7831 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9600134861766689, + "FN": 465, + "FP": 721, + "IoU": 0.9231018608571614, + "TN": 3839681, + "TP": 14237, + "n_pred": 14958, + "n_ref": 14702 + }, + "10": { + "Dice": 0.6160958540981868, + "FN": 17598, + "FP": 505, + "IoU": 0.4451867970210549, + "TN": 3822475, + "TP": 14526, + "n_pred": 15031, + "n_ref": 32124 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 219, + "IoU": 0.0, + "TN": 3854885, + "TP": 0, + "n_pred": 219, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5950381886138346, + "FN": 18073, + "FP": 11831, + "IoU": 0.42352623665034506, + "TN": 3803230, + "TP": 21970, + "n_pred": 33801, + "n_ref": 40043 + }, + "14": { + "Dice": 0.9339723476881702, + "FN": 1673, + "FP": 2157, + "IoU": 0.8761239407464907, + "TN": 3824186, + "TP": 27088, + "n_pred": 29245, + "n_ref": 28761 + }, + "15": { + "Dice": 0.8199397685845617, + "FN": 4197, + "FP": 4891, + "IoU": 0.6948287441235729, + "TN": 3825324, + "TP": 20692, + "n_pred": 25583, + "n_ref": 24889 + }, + "2": { + "Dice": 0.9700453459273336, + "FN": 1692, + "FP": 1492, + "IoU": 0.9418330623504265, + "TN": 3800365, + "TP": 51555, + "n_pred": 53047, + "n_ref": 53247 + }, + "3": { + "Dice": 0.9631809471667123, + "FN": 1732, + "FP": 1496, + "IoU": 0.928976897689769, + "TN": 3809654, + "TP": 42222, + "n_pred": 43718, + "n_ref": 43954 + }, + "4": { + "Dice": 0.9034216335540839, + "FN": 835, + "FP": 1615, + "IoU": 0.8238550578761953, + "TN": 3841195, + "TP": 11459, + "n_pred": 13074, + "n_ref": 12294 + }, + "5": { + "Dice": 0.014760147601476014, + "FN": 2, + "FP": 532, + "IoU": 0.007434944237918215, + "TN": 3854566, + "TP": 4, + "n_pred": 536, + "n_ref": 6 + }, + "6": { + "Dice": 0.9624352929833246, + "FN": 19971, + "FP": 26392, + "IoU": 0.9275906229989536, + "TN": 3214814, + "TP": 593927, + "n_pred": 620319, + "n_ref": 613898 + }, + "7": { + "Dice": 0.9250476139848551, + "FN": 77056, + "FP": 4722, + "IoU": 0.8605475237968562, + "TN": 3268682, + "TP": 504644, + "n_pred": 509366, + "n_ref": 581700 + }, + "8": { + "Dice": 0.627823240589198, + "FN": 87, + "FP": 1050, + "IoU": 0.4575381679389313, + "TN": 3853008, + "TP": 959, + "n_pred": 2009, + "n_ref": 1046 + }, + "9": { + "Dice": 0.5860681603029346, + "FN": 7246, + "FP": 3248, + "IoU": 0.4144953411817218, + "TN": 3837181, + "TP": 7429, + "n_pred": 10677, + "n_ref": 14675 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 892, + "IoU": 0.0, + "TN": 2627588, + "TP": 0, + "n_pred": 892, + "n_ref": 0 + }, + "10": { + "Dice": 0.8932868904369854, + "FN": 1738, + "FP": 5002, + "IoU": 0.8071530758226038, + "TN": 2593530, + "TP": 28210, + "n_pred": 33212, + "n_ref": 29948 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8608448172558418, + "FN": 4322, + "FP": 3110, + "IoU": 0.7556870479947403, + "TN": 2598060, + "TP": 22988, + "n_pred": 26098, + "n_ref": 27310 + }, + "14": { + "Dice": 0.9302472382956338, + "FN": 825, + "FP": 1827, + "IoU": 0.8695908733280882, + "TN": 2608144, + "TP": 17684, + "n_pred": 19511, + "n_ref": 18509 + }, + "15": { + "Dice": 0.914126358303683, + "FN": 2652, + "FP": 920, + "IoU": 0.8418349273822175, + "TN": 2605896, + "TP": 19012, + "n_pred": 19932, + "n_ref": 21664 + }, + "2": { + "Dice": 0.9674268339034587, + "FN": 1038, + "FP": 676, + "IoU": 0.9369087495858947, + "TN": 2601313, + "TP": 25453, + "n_pred": 26129, + "n_ref": 26491 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 272, + "IoU": 0.0, + "TN": 2628208, + "TP": 0, + "n_pred": 272, + "n_ref": 0 + }, + "4": { + "Dice": 0.8719582112371003, + "FN": 294, + "FP": 711, + "IoU": 0.7729839620510504, + "TN": 2624053, + "TP": 3422, + "n_pred": 4133, + "n_ref": 3716 + }, + "5": { + "Dice": 0.858440486020998, + "FN": 1454, + "FP": 946, + "IoU": 0.7519892528676243, + "TN": 2618803, + "TP": 7277, + "n_pred": 8223, + "n_ref": 8731 + }, + "6": { + "Dice": 0.9504782963995577, + "FN": 4462, + "FP": 10991, + "IoU": 0.9056299580455454, + "TN": 2464731, + "TP": 148296, + "n_pred": 159287, + "n_ref": 152758 + }, + "7": { + "Dice": 0.9573948586657998, + "FN": 10136, + "FP": 2445, + "IoU": 0.9182717605254097, + "TN": 2474543, + "TP": 141356, + "n_pred": 143801, + "n_ref": 151492 + }, + "8": { + "Dice": 0.9683057750923852, + "FN": 893, + "FP": 2632, + "IoU": 0.9385588788956285, + "TN": 2571108, + "TP": 53847, + "n_pred": 56479, + "n_ref": 54740 + }, + "9": { + "Dice": 0.8878286798590403, + "FN": 300, + "FP": 1769, + "IoU": 0.7982840986643268, + "TN": 2618223, + "TP": 8188, + "n_pred": 9957, + "n_ref": 8488 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9760800928698713, + "FN": 561, + "FP": 2674, + "IoU": 0.9532777769754041, + "TN": 2734473, + "TP": 66004, + "n_pred": 68678, + "n_ref": 66565 + }, + "10": { + "Dice": 0.8699159512381982, + "FN": 3259, + "FP": 2514, + "IoU": 0.7697798691976392, + "TN": 2778636, + "TP": 19303, + "n_pred": 21817, + "n_ref": 22562 + }, + "11": { + "Dice": 0.6854838709677419, + "FN": 22, + "FP": 56, + "IoU": 0.5214723926380368, + "TN": 2803549, + "TP": 85, + "n_pred": 141, + "n_ref": 107 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 61, + "IoU": 0.0, + "TN": 2803651, + "TP": 0, + "n_pred": 61, + "n_ref": 0 + }, + "13": { + "Dice": 0.649876605707777, + "FN": 4101, + "FP": 6965, + "IoU": 0.48134608173978255, + "TN": 2782376, + "TP": 10270, + "n_pred": 17235, + "n_ref": 14371 + }, + "14": { + "Dice": 0.7925902044544746, + "FN": 6171, + "FP": 9269, + "IoU": 0.6564384415122049, + "TN": 2758771, + "TP": 29501, + "n_pred": 38770, + "n_ref": 35672 + }, + "15": { + "Dice": 0.7893871741745335, + "FN": 27750, + "FP": 5693, + "IoU": 0.6520558491822381, + "TN": 2707596, + "TP": 62673, + "n_pred": 68366, + "n_ref": 90423 + }, + "2": { + "Dice": 0.9778002804175105, + "FN": 517, + "FP": 53, + "IoU": 0.9565648098757906, + "TN": 2790589, + "TP": 12553, + "n_pred": 12606, + "n_ref": 13070 + }, + "3": { + "Dice": 0.9707961596641249, + "FN": 1044, + "FP": 848, + "IoU": 0.9432496475599148, + "TN": 2770373, + "TP": 31447, + "n_pred": 32295, + "n_ref": 32491 + }, + "4": { + "Dice": 0.9537343455973006, + "FN": 71, + "FP": 642, + "IoU": 0.9115604068469363, + "TN": 2795650, + "TP": 7349, + "n_pred": 7991, + "n_ref": 7420 + }, + "5": { + "Dice": 0.40404040404040403, + "FN": 352, + "FP": 61, + "IoU": 0.25316455696202533, + "TN": 2803159, + "TP": 140, + "n_pred": 201, + "n_ref": 492 + }, + "6": { + "Dice": 0.9652005842559782, + "FN": 12977, + "FP": 2795, + "IoU": 0.9327417174486885, + "TN": 2569213, + "TP": 218727, + "n_pred": 221522, + "n_ref": 231704 + }, + "7": { + "Dice": 0.9875683682114472, + "FN": 6054, + "FP": 2574, + "IoU": 0.9754420320380722, + "TN": 2452380, + "TP": 342704, + "n_pred": 345278, + "n_ref": 348758 + }, + "8": { + "Dice": 0.9510955859002858, + "FN": 711, + "FP": 829, + "IoU": 0.906751438086588, + "TN": 2787197, + "TP": 14975, + "n_pred": 15804, + "n_ref": 15686 + }, + "9": { + "Dice": 0.9244611386517001, + "FN": 2195, + "FP": 1264, + "IoU": 0.8595329949238578, + "TN": 2779087, + "TP": 21166, + "n_pred": 22430, + "n_ref": 23361 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8978415055993241, + "FN": 3818, + "FP": 65348, + "IoU": 0.8146210460298146, + "TN": 6986638, + "TP": 303940, + "n_pred": 369288, + "n_ref": 307758 + }, + "10": { + "Dice": 0.879454821716147, + "FN": 3066, + "FP": 10183, + "IoU": 0.7848454830380487, + "TN": 7298165, + "TP": 48330, + "n_pred": 58513, + "n_ref": 51396 + }, + "11": { + "Dice": 0.656188605108055, + "FN": 131, + "FP": 44, + "IoU": 0.48830409356725146, + "TN": 7359402, + "TP": 167, + "n_pred": 211, + "n_ref": 298 + }, + "12": { + "Dice": 0.7811158798283262, + "FN": 2116, + "FP": 383, + "IoU": 0.6408450704225352, + "TN": 7352786, + "TP": 4459, + "n_pred": 4842, + "n_ref": 6575 + }, + "13": { + "Dice": 0.7239604870204457, + "FN": 9181, + "FP": 2835, + "IoU": 0.5673495841284701, + "TN": 7331971, + "TP": 15757, + "n_pred": 18592, + "n_ref": 24938 + }, + "14": { + "Dice": 0.9166728869647434, + "FN": 2095, + "FP": 1254, + "IoU": 0.8461644464859899, + "TN": 7337974, + "TP": 18421, + "n_pred": 19675, + "n_ref": 20516 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 7670, + "IoU": 0.0, + "TN": 7352074, + "TP": 0, + "n_pred": 7670, + "n_ref": 0 + }, + "2": { + "Dice": 0.9571799836045558, + "FN": 8925, + "FP": 895, + "IoU": 0.9178764969559109, + "TN": 7240168, + "TP": 109756, + "n_pred": 110651, + "n_ref": 118681 + }, + "3": { + "Dice": 0.7984962300739984, + "FN": 4803, + "FP": 52763, + "IoU": 0.6645807113224258, + "TN": 7188120, + "TP": 114058, + "n_pred": 166821, + "n_ref": 118861 + }, + "4": { + "Dice": 0.9508401116190702, + "FN": 789, + "FP": 867, + "IoU": 0.9062871371173109, + "TN": 7342073, + "TP": 16015, + "n_pred": 16882, + "n_ref": 16804 + }, + "5": { + "Dice": 0.869976971045618, + "FN": 2737, + "FP": 2288, + "IoU": 0.7698754350613666, + "TN": 7337908, + "TP": 16811, + "n_pred": 19099, + "n_ref": 19548 + }, + "6": { + "Dice": 0.5931061082223873, + "FN": 46496, + "FP": 808030, + "IoU": 0.4215713151423216, + "TN": 5882421, + "TP": 622797, + "n_pred": 1430827, + "n_ref": 669293 + }, + "7": { + "Dice": 0.7912732632702921, + "FN": 11954, + "FP": 59982, + "IoU": 0.654633706052648, + "TN": 7151455, + "TP": 136353, + "n_pred": 196335, + "n_ref": 148307 + }, + "8": { + "Dice": 0.49109609650682495, + "FN": 891, + "FP": 36317, + "IoU": 0.32546545566614093, + "TN": 7304583, + "TP": 17953, + "n_pred": 54270, + "n_ref": 18844 + }, + "9": { + "Dice": 0.9194857843921694, + "FN": 1744, + "FP": 5803, + "IoU": 0.8509705574534469, + "TN": 7309103, + "TP": 43094, + "n_pred": 48897, + "n_ref": 44838 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9756163123828387, + "FN": 3330, + "FP": 3564, + "IoU": 0.9523934480567908, + "TN": 8967252, + "TP": 137918, + "n_pred": 141482, + "n_ref": 141248 + }, + "10": { + "Dice": 0.9151872988290121, + "FN": 1526, + "FP": 2769, + "IoU": 0.8436362312509101, + "TN": 9084596, + "TP": 23173, + "n_pred": 25942, + "n_ref": 24699 + }, + "11": { + "Dice": 0.7595208845208845, + "FN": 1104, + "FP": 462, + "IoU": 0.6122802673929191, + "TN": 9108025, + "TP": 2473, + "n_pred": 2935, + "n_ref": 3577 + }, + "12": { + "Dice": 0.7183544303797469, + "FN": 75, + "FP": 103, + "IoU": 0.5604938271604938, + "TN": 9111659, + "TP": 227, + "n_pred": 330, + "n_ref": 302 + }, + "13": { + "Dice": 0.7648709573538207, + "FN": 1456, + "FP": 8766, + "IoU": 0.6192640047675805, + "TN": 9085216, + "TP": 16626, + "n_pred": 25392, + "n_ref": 18082 + }, + "14": { + "Dice": 0.18849137971181879, + "FN": 6134, + "FP": 168118, + "IoU": 0.10405215719140928, + "TN": 8917575, + "TP": 20237, + "n_pred": 188355, + "n_ref": 26371 + }, + "15": { + "Dice": 0.38106043002228024, + "FN": 3330, + "FP": 177794, + "IoU": 0.23537656197230666, + "TN": 8875184, + "TP": 55756, + "n_pred": 233550, + "n_ref": 59086 + }, + "2": { + "Dice": 0.9710286089655016, + "FN": 388, + "FP": 891, + "IoU": 0.9436886364636992, + "TN": 9089351, + "TP": 21434, + "n_pred": 22325, + "n_ref": 21822 + }, + "3": { + "Dice": 0.9730252847331056, + "FN": 2421, + "FP": 1314, + "IoU": 0.9474676155782782, + "TN": 9040965, + "TP": 67364, + "n_pred": 68678, + "n_ref": 69785 + }, + "4": { + "Dice": 0.900719969685487, + "FN": 431, + "FP": 3237, + "IoU": 0.8193726301275422, + "TN": 9091757, + "TP": 16639, + "n_pred": 19876, + "n_ref": 17070 + }, + "5": { + "Dice": 0.9194164827474834, + "FN": 927, + "FP": 570, + "IoU": 0.8508518481618014, + "TN": 9102027, + "TP": 8540, + "n_pred": 9110, + "n_ref": 9467 + }, + "6": { + "Dice": 0.568827383265782, + "FN": 12581, + "FP": 608687, + "IoU": 0.3974554687636387, + "TN": 8080990, + "TP": 409806, + "n_pred": 1018493, + "n_ref": 422387 + }, + "7": { + "Dice": 0.973929958132926, + "FN": 4181, + "FP": 9543, + "IoU": 0.9491846739436307, + "TN": 8841988, + "TP": 256352, + "n_pred": 265895, + "n_ref": 260533 + }, + "8": { + "Dice": 0.9654197962370789, + "FN": 553, + "FP": 1307, + "IoU": 0.9331512363427257, + "TN": 9084240, + "TP": 25964, + "n_pred": 27271, + "n_ref": 26517 + }, + "9": { + "Dice": 0.857565947068132, + "FN": 3102, + "FP": 6709, + "IoU": 0.7506480963757434, + "TN": 9072718, + "TP": 29535, + "n_pred": 36244, + "n_ref": 32637 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9791742262120748, + "FN": 1500, + "FP": 5789, + "IoU": 0.9591981818588925, + "TN": 3150764, + "TP": 171355, + "n_pred": 177144, + "n_ref": 172855 + }, + "10": { + "Dice": 0.9076009322607322, + "FN": 1095, + "FP": 1363, + "IoU": 0.8308327598072952, + "TN": 3314878, + "TP": 12072, + "n_pred": 13435, + "n_ref": 13167 + }, + "11": { + "Dice": 0.8217001475428442, + "FN": 816, + "FP": 755, + "IoU": 0.6973608167983048, + "TN": 3324217, + "TP": 3620, + "n_pred": 4375, + "n_ref": 4436 + }, + "12": { + "Dice": 0.7387387387387387, + "FN": 563, + "FP": 655, + "IoU": 0.5857142857142857, + "TN": 3326468, + "TP": 1722, + "n_pred": 2377, + "n_ref": 2285 + }, + "13": { + "Dice": 0.8924656297557326, + "FN": 3080, + "FP": 1089, + "IoU": 0.805813032744888, + "TN": 3307939, + "TP": 17300, + "n_pred": 18389, + "n_ref": 20380 + }, + "14": { + "Dice": 0.9472381907189557, + "FN": 2999, + "FP": 1948, + "IoU": 0.8997649633261742, + "TN": 3280054, + "TP": 44407, + "n_pred": 46355, + "n_ref": 47406 + }, + "15": { + "Dice": 0.7952089337175793, + "FN": 1397, + "FP": 877, + "IoU": 0.6600388697862162, + "TN": 3322719, + "TP": 4415, + "n_pred": 5292, + "n_ref": 5812 + }, + "2": { + "Dice": 0.6599248913870548, + "FN": 91934, + "FP": 5051, + "IoU": 0.49245365960876253, + "TN": 3138322, + "TP": 94101, + "n_pred": 99152, + "n_ref": 186035 + }, + "3": { + "Dice": 0.6169155740569119, + "FN": 146712, + "FP": 4578, + "IoU": 0.4460433235203656, + "TN": 3056300, + "TP": 121818, + "n_pred": 126396, + "n_ref": 268530 + }, + "4": { + "Dice": 0.8695396381820856, + "FN": 1021, + "FP": 753, + "IoU": 0.7691907364038512, + "TN": 3321722, + "TP": 5912, + "n_pred": 6665, + "n_ref": 6933 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9466688126318287, + "FN": 20814, + "FP": 10665, + "IoU": 0.8987380455307253, + "TN": 3018541, + "TP": 279388, + "n_pred": 290053, + "n_ref": 300202 + }, + "7": { + "Dice": 0.946811754698509, + "FN": 3691, + "FP": 2937, + "IoU": 0.8989957483122781, + "TN": 3263787, + "TP": 58993, + "n_pred": 61930, + "n_ref": 62684 + }, + "8": { + "Dice": 0.8990318118948825, + "FN": 25, + "FP": 413, + "IoU": 0.8165829145728644, + "TN": 3327020, + "TP": 1950, + "n_pred": 2363, + "n_ref": 1975 + }, + "9": { + "Dice": 0.8855256475368207, + "FN": 380, + "FP": 747, + "IoU": 0.7945679912504557, + "TN": 3323922, + "TP": 4359, + "n_pred": 5106, + "n_ref": 4739 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8913560666137986, + "FN": 4147, + "FP": 2429, + "IoU": 0.804005722460658, + "TN": 1894000, + "TP": 26976, + "n_pred": 29405, + "n_ref": 31123 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.858178351917864, + "FN": 6545, + "FP": 7738, + "IoU": 0.7515870393237908, + "TN": 1870055, + "TP": 43214, + "n_pred": 50952, + "n_ref": 49759 + }, + "14": { + "Dice": 0.9020025899877655, + "FN": 10403, + "FP": 3294, + "IoU": 0.8214979213636897, + "TN": 1850819, + "TP": 63036, + "n_pred": 66330, + "n_ref": 73439 + }, + "15": { + "Dice": 0.8514279847568893, + "FN": 7701, + "FP": 16900, + "IoU": 0.7412926429142305, + "TN": 1832460, + "TP": 70491, + "n_pred": 87391, + "n_ref": 78192 + }, + "2": { + "Dice": 0.8864774624373957, + "FN": 57, + "FP": 79, + "IoU": 0.7961019490254873, + "TN": 1926885, + "TP": 531, + "n_pred": 610, + "n_ref": 588 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9000257003341043, + "FN": 156, + "FP": 622, + "IoU": 0.8182242990654206, + "TN": 1923272, + "TP": 3502, + "n_pred": 4124, + "n_ref": 3658 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9563160505131434, + "FN": 1330, + "FP": 960, + "IoU": 0.9162889311302822, + "TN": 1900196, + "TP": 25066, + "n_pred": 26026, + "n_ref": 26396 + }, + "7": { + "Dice": 0.7153913551401869, + "FN": 1404, + "FP": 18086, + "IoU": 0.5568943958167557, + "TN": 1883567, + "TP": 24495, + "n_pred": 42581, + "n_ref": 25899 + }, + "8": { + "Dice": 0.9586974519363444, + "FN": 555, + "FP": 792, + "IoU": 0.9206713780918728, + "TN": 1910572, + "TP": 15633, + "n_pred": 16425, + "n_ref": 16188 + }, + "9": { + "Dice": 0.9515383261603443, + "FN": 1599, + "FP": 1430, + "IoU": 0.9075566135628396, + "TN": 1894786, + "TP": 29737, + "n_pred": 31167, + "n_ref": 31336 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9821302433232637, + "FN": 958, + "FP": 231, + "IoU": 0.9648879307799073, + "TN": 1718457, + "TP": 32674, + "n_pred": 32905, + "n_ref": 33632 + }, + "10": { + "Dice": 0.8961999288228083, + "FN": 1908, + "FP": 717, + "IoU": 0.8119223328795586, + "TN": 1738363, + "TP": 11332, + "n_pred": 12049, + "n_ref": 13240 + }, + "11": { + "Dice": 0.8438818565400844, + "FN": 57, + "FP": 91, + "IoU": 0.7299270072992701, + "TN": 1751772, + "TP": 400, + "n_pred": 491, + "n_ref": 457 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9022682295630994, + "FN": 324, + "FP": 2244, + "IoU": 0.8219387047566218, + "TN": 1737898, + "TP": 11854, + "n_pred": 14098, + "n_ref": 12178 + }, + "14": { + "Dice": 0.980399274047187, + "FN": 68, + "FP": 148, + "IoU": 0.9615521537913848, + "TN": 1746702, + "TP": 5402, + "n_pred": 5550, + "n_ref": 5470 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9770211753073761, + "FN": 3025, + "FP": 1995, + "IoU": 0.9550746816298404, + "TN": 1640579, + "TP": 106721, + "n_pred": 108716, + "n_ref": 109746 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9697325163222152, + "FN": 2005, + "FP": 1917, + "IoU": 0.9412434456928839, + "TN": 1685570, + "TP": 62828, + "n_pred": 64745, + "n_ref": 64833 + }, + "7": { + "Dice": 0.715622076707203, + "FN": 1739, + "FP": 85, + "IoU": 0.5571740713765477, + "TN": 1748201, + "TP": 2295, + "n_pred": 2380, + "n_ref": 4034 + }, + "8": { + "Dice": 0.5, + "FN": 2, + "FP": 0, + "IoU": 0.3333333333333333, + "TN": 1752317, + "TP": 1, + "n_pred": 1, + "n_ref": 3 + }, + "9": { + "Dice": 0.9556010107086993, + "FN": 1192, + "FP": 1022, + "IoU": 0.9149769585253457, + "TN": 1726280, + "TP": 23826, + "n_pred": 24848, + "n_ref": 25018 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.983772841548491, + "FN": 846, + "FP": 645, + "IoU": 0.9680639150084606, + "TN": 1705633, + "TP": 45196, + "n_pred": 45841, + "n_ref": 46042 + }, + "10": { + "Dice": 0.8764195056780227, + "FN": 3188, + "FP": 5507, + "IoU": 0.7800237812128419, + "TN": 1712793, + "TP": 30832, + "n_pred": 36339, + "n_ref": 34020 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7793274697732705, + "FN": 7060, + "FP": 11958, + "IoU": 0.6384410646387833, + "TN": 1699720, + "TP": 33582, + "n_pred": 45540, + "n_ref": 40642 + }, + "14": { + "Dice": 0.9368170124383394, + "FN": 1686, + "FP": 991, + "IoU": 0.8811437197531412, + "TN": 1729797, + "TP": 19846, + "n_pred": 20837, + "n_ref": 21532 + }, + "15": { + "Dice": 0.857397504456328, + "FN": 765, + "FP": 195, + "IoU": 0.750390015600624, + "TN": 1748474, + "TP": 2886, + "n_pred": 3081, + "n_ref": 3651 + }, + "2": { + "Dice": 0.9802300503235083, + "FN": 57, + "FP": 53, + "IoU": 0.9612266478674656, + "TN": 1749483, + "TP": 2727, + "n_pred": 2780, + "n_ref": 2784 + }, + "3": { + "Dice": 0.8727272727272727, + "FN": 0, + "FP": 21, + "IoU": 0.7741935483870968, + "TN": 1752227, + "TP": 72, + "n_pred": 93, + "n_ref": 72 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9628733778699224, + "FN": 2143, + "FP": 1725, + "IoU": 0.9284048421130566, + "TN": 1698294, + "TP": 50158, + "n_pred": 51883, + "n_ref": 52301 + }, + "7": { + "Dice": 0.9095511665662263, + "FN": 53203, + "FP": 3680, + "IoU": 0.8341071480649771, + "TN": 1409430, + "TP": 286007, + "n_pred": 289687, + "n_ref": 339210 + }, + "8": { + "Dice": 0.9484219657036098, + "FN": 1093, + "FP": 453, + "IoU": 0.9019035532994923, + "TN": 1736560, + "TP": 14214, + "n_pred": 14667, + "n_ref": 15307 + }, + "9": { + "Dice": 0.9077628673348055, + "FN": 723, + "FP": 363, + "IoU": 0.831104199066874, + "TN": 1745890, + "TP": 5344, + "n_pred": 5707, + "n_ref": 6067 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0392.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.820176854896581, + "FN": 4979.766666666666, + "FP": 3745.486666666666, + "IoU": 0.7368344678684874, + "TN": 2645708.228888889, + "TP": 44139.317777777775, + "n_pred": 47884.80444444446, + "n_ref": 49119.08444444444 + }, + "mean": { + "1": { + "Dice": 0.9344056616806634, + "FN": 4595.733333333334, + "FP": 2020.4333333333334, + "IoU": 0.8821439352686569, + "TN": 2632010.533333333, + "TP": 59946.1, + "n_pred": 61966.53333333333, + "n_ref": 64541.833333333336 + }, + "10": { + "Dice": 0.8382106109034468, + "FN": 8480.1, + "FP": 5326.066666666667, + "IoU": 0.7293144028816866, + "TN": 2651530.8, + "TP": 33235.833333333336, + "n_pred": 38561.9, + "n_ref": 41715.933333333334 + }, + "11": { + "Dice": 0.6808685344718448, + "FN": 112.36666666666666, + "FP": 175.83333333333334, + "IoU": 0.5475722921472274, + "TN": 2697895.1, + "TP": 389.5, + "n_pred": 565.3333333333334, + "n_ref": 501.8666666666667 + }, + "12": { + "Dice": 0.6308572505798846, + "FN": 665.3666666666667, + "FP": 365.93333333333334, + "IoU": 0.5087393976378674, + "TN": 2696040.1666666665, + "TP": 1501.3333333333333, + "n_pred": 1867.2666666666667, + "n_ref": 2166.7 + }, + "13": { + "Dice": 0.7481569350981663, + "FN": 8923.8, + "FP": 5717.833333333333, + "IoU": 0.6076307472241351, + "TN": 2661556.6333333333, + "TP": 22374.533333333333, + "n_pred": 28092.366666666665, + "n_ref": 31298.333333333332 + }, + "14": { + "Dice": 0.8941300006266578, + "FN": 7206.733333333334, + "FP": 5001.766666666666, + "IoU": 0.8312809244057232, + "TN": 2616521.6666666665, + "TP": 69842.63333333333, + "n_pred": 74844.4, + "n_ref": 77049.36666666667 + }, + "15": { + "Dice": 0.7717446533242006, + "FN": 2646.4, + "FP": 3287.6, + "IoU": 0.6787184327682773, + "TN": 2670516.533333333, + "TP": 22122.266666666666, + "n_pred": 25409.866666666665, + "n_ref": 24768.666666666668 + }, + "2": { + "Dice": 0.8324530618793774, + "FN": 1552.4333333333334, + "FP": 1807.0333333333333, + "IoU": 0.7755916589119525, + "TN": 2662234.0, + "TP": 32979.333333333336, + "n_pred": 34786.36666666667, + "n_ref": 34531.76666666667 + }, + "3": { + "Dice": 0.9068286430278188, + "FN": 2484.9333333333334, + "FP": 2245.1666666666665, + "IoU": 0.8646030612838486, + "TN": 2638806.966666667, + "TP": 55035.73333333333, + "n_pred": 57280.9, + "n_ref": 57520.666666666664 + }, + "4": { + "Dice": 0.7364878983987806, + "FN": 2045.8333333333333, + "FP": 1585.5, + "IoU": 0.6537337607862903, + "TN": 2681156.566666667, + "TP": 13784.9, + "n_pred": 15370.4, + "n_ref": 15830.733333333334 + }, + "5": { + "Dice": 0.7224157542784614, + "FN": 1381.6333333333334, + "FP": 784.6333333333333, + "IoU": 0.6137359583293349, + "TN": 2692094.1666666665, + "TP": 4312.366666666667, + "n_pred": 5097.0, + "n_ref": 5694.0 + }, + "6": { + "Dice": 0.9362968760318588, + "FN": 6066.5, + "FP": 11586.533333333333, + "IoU": 0.885484040652246, + "TN": 2528090.7333333334, + "TP": 152829.03333333333, + "n_pred": 164415.56666666668, + "n_ref": 158895.53333333333 + }, + "7": { + "Dice": 0.8666303861535091, + "FN": 22368.633333333335, + "FP": 12295.666666666666, + "IoU": 0.7976326552071853, + "TN": 2524420.966666667, + "TP": 139487.53333333333, + "n_pred": 151783.2, + "n_ref": 161856.16666666666 + }, + "8": { + "Dice": 0.9089681632537697, + "FN": 4188.766666666666, + "FP": 2019.6666666666667, + "IoU": 0.861904780161011, + "TN": 2656301.566666667, + "TP": 36062.8, + "n_pred": 38082.46666666667, + "n_ref": 40251.566666666666 + }, + "9": { + "Dice": 0.8941983937402753, + "FN": 1977.2666666666667, + "FP": 1962.6333333333334, + "IoU": 0.8144309703618674, + "TN": 2676447.033333333, + "TP": 18185.866666666665, + "n_pred": 20148.5, + "n_ref": 20163.133333333335 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9681697716877049, + "FN": 6688, + "FP": 1419, + "IoU": 0.9383033614660466, + "TN": 1796151, + "TP": 123294, + "n_pred": 124713, + "n_ref": 129982 + }, + "10": { + "Dice": 0.8771892976744728, + "FN": 13941, + "FP": 7109, + "IoU": 0.7812441543865484, + "TN": 1831326, + "TP": 75176, + "n_pred": 82285, + "n_ref": 89117 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 113, + "IoU": 0.0, + "TN": 1927439, + "TP": 0, + "n_pred": 113, + "n_ref": 0 + }, + "12": { + "Dice": 0.6363873662229182, + "FN": 2011, + "FP": 775, + "IoU": 0.4666921898928024, + "TN": 1922328, + "TP": 2438, + "n_pred": 3213, + "n_ref": 4449 + }, + "13": { + "Dice": 0.6867930182036107, + "FN": 8970, + "FP": 3573, + "IoU": 0.5229891614375356, + "TN": 1901257, + "TP": 13752, + "n_pred": 17325, + "n_ref": 22722 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.4788732394366197, + "FN": 15, + "FP": 318, + "IoU": 0.3148148148148148, + "TN": 1927066, + "TP": 153, + "n_pred": 471, + "n_ref": 168 + }, + "3": { + "Dice": 0.9662578558789432, + "FN": 5885, + "FP": 4069, + "IoU": 0.9347184511864006, + "TN": 1775074, + "TP": 142524, + "n_pred": 146593, + "n_ref": 148409 + }, + "4": { + "Dice": 0.0, + "FN": 15, + "FP": 0, + "IoU": 0.0, + "TN": 1927537, + "TP": 0, + "n_pred": 0, + "n_ref": 15 + }, + "5": { + "Dice": 0.8178503718827476, + "FN": 2290, + "FP": 1457, + "IoU": 0.691833209967925, + "TN": 1915393, + "TP": 8412, + "n_pred": 9869, + "n_ref": 10702 + }, + "6": { + "Dice": 0.9102065613608749, + "FN": 1551, + "FP": 1405, + "IoU": 0.8352101683576765, + "TN": 1909614, + "TP": 14982, + "n_pred": 16387, + "n_ref": 16533 + }, + "7": { + "Dice": 0.8383282925488039, + "FN": 2005, + "FP": 1523, + "IoU": 0.7216568047337278, + "TN": 1914877, + "TP": 9147, + "n_pred": 10670, + "n_ref": 11152 + }, + "8": { + "Dice": 0.9441780926497084, + "FN": 2738, + "FP": 4574, + "IoU": 0.8942588575560376, + "TN": 1858402, + "TP": 61838, + "n_pred": 66412, + "n_ref": 64576 + }, + "9": { + "Dice": 0.8854115843033387, + "FN": 4451, + "FP": 2125, + "IoU": 0.7943843411919205, + "TN": 1895570, + "TP": 25406, + "n_pred": 27531, + "n_ref": 29857 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.984209941065273, + "FN": 3048, + "FP": 2064, + "IoU": 0.9689107827038862, + "TN": 2113586, + "TP": 159318, + "n_pred": 161382, + "n_ref": 162366 + }, + "10": { + "Dice": 0.7372785647446033, + "FN": 5572, + "FP": 10712, + "IoU": 0.5838806122709733, + "TN": 2238883, + "TP": 22849, + "n_pred": 33561, + "n_ref": 28421 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.17142857142857143, + "FN": 61, + "FP": 200, + "IoU": 0.09375, + "TN": 2277728, + "TP": 27, + "n_pred": 227, + "n_ref": 88 + }, + "13": { + "Dice": 0.773634159985083, + "FN": 7863, + "FP": 4277, + "IoU": 0.6308347270792154, + "TN": 2245131, + "TP": 20745, + "n_pred": 25022, + "n_ref": 28608 + }, + "14": { + "Dice": 0.947947461887563, + "FN": 29215, + "FP": 1122, + "IoU": 0.9010457439590835, + "TN": 1971440, + "TP": 276239, + "n_pred": 277361, + "n_ref": 305454 + }, + "15": { + "Dice": 0.5580786465938271, + "FN": 1712, + "FP": 7065, + "IoU": 0.38703820099168934, + "TN": 2263697, + "TP": 5542, + "n_pred": 12607, + "n_ref": 7254 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 10592, + "IoU": 0.0, + "TN": 2267424, + "TP": 0, + "n_pred": 10592, + "n_ref": 0 + }, + "3": { + "Dice": 0.9086433347273911, + "FN": 15111, + "FP": 2146, + "IoU": 0.8325814682227849, + "TN": 2174939, + "TP": 85820, + "n_pred": 87966, + "n_ref": 100931 + }, + "4": { + "Dice": 0.8999119607596529, + "FN": 2098, + "FP": 5860, + "IoU": 0.8180363104220972, + "TN": 2234282, + "TP": 35776, + "n_pred": 41636, + "n_ref": 37874 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.943847779307136, + "FN": 4151, + "FP": 7435, + "IoU": 0.893666424985545, + "TN": 2169057, + "TP": 97373, + "n_pred": 104808, + "n_ref": 101524 + }, + "7": { + "Dice": 0.8846678098755661, + "FN": 9552, + "FP": 3563, + "IoU": 0.7931877316092407, + "TN": 2214601, + "TP": 50300, + "n_pred": 53863, + "n_ref": 59852 + }, + "8": { + "Dice": 0.9258810305688405, + "FN": 2039, + "FP": 1324, + "IoU": 0.8619911359159553, + "TN": 2253648, + "TP": 21005, + "n_pred": 22329, + "n_ref": 23044 + }, + "9": { + "Dice": 0.9444326576272494, + "FN": 1214, + "FP": 1667, + "IoU": 0.8947156848413974, + "TN": 2250652, + "TP": 24483, + "n_pred": 26150, + "n_ref": 25697 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8003660002185076, + "FN": 7793, + "FP": 6825, + "IoU": 0.6671751553926368, + "TN": 1883631, + "TP": 29303, + "n_pred": 36128, + "n_ref": 37096 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8179196383335282, + "FN": 2918, + "FP": 6426, + "IoU": 0.691932346444232, + "TN": 1897221, + "TP": 20987, + "n_pred": 27413, + "n_ref": 23905 + }, + "14": { + "Dice": 0.8913848018672066, + "FN": 1176, + "FP": 7247, + "IoU": 0.8040524822035081, + "TN": 1884566, + "TP": 34563, + "n_pred": 41810, + "n_ref": 35739 + }, + "15": { + "Dice": 0.7612285150746689, + "FN": 9237, + "FP": 3474, + "IoU": 0.6145027749977254, + "TN": 1894579, + "TP": 20262, + "n_pred": 23736, + "n_ref": 29499 + }, + "2": { + "Dice": 0.65, + "FN": 13, + "FP": 57, + "IoU": 0.48148148148148145, + "TN": 1927417, + "TP": 65, + "n_pred": 122, + "n_ref": 78 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8236977676016027, + "FN": 3422, + "FP": 2122, + "IoU": 0.7002433090024331, + "TN": 1909057, + "TP": 12951, + "n_pred": 15073, + "n_ref": 16373 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 4519, + "IoU": 0.0, + "TN": 1923033, + "TP": 0, + "n_pred": 4519, + "n_ref": 0 + }, + "6": { + "Dice": 0.9574207981311279, + "FN": 4290, + "FP": 4313, + "IoU": 0.9183194873012105, + "TN": 1822227, + "TP": 96722, + "n_pred": 101035, + "n_ref": 101012 + }, + "7": { + "Dice": 0.831972284088097, + "FN": 9861, + "FP": 1682, + "IoU": 0.7122881355932204, + "TN": 1887432, + "TP": 28577, + "n_pred": 30259, + "n_ref": 38438 + }, + "8": { + "Dice": 0.9481599092713354, + "FN": 2425, + "FP": 2146, + "IoU": 0.9014297112543938, + "TN": 1881179, + "TP": 41802, + "n_pred": 43948, + "n_ref": 44227 + }, + "9": { + "Dice": 0.9418964103211154, + "FN": 350, + "FP": 1492, + "IoU": 0.8901740996899594, + "TN": 1910780, + "TP": 14930, + "n_pred": 16422, + "n_ref": 15280 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9060371899368406, + "FN": 6470, + "FP": 1519, + "IoU": 0.8282157141014063, + "TN": 3808598, + "TP": 38517, + "n_pred": 40036, + "n_ref": 44987 + }, + "10": { + "Dice": 0.6763555369945012, + "FN": 17155, + "FP": 29343, + "IoU": 0.510979765260191, + "TN": 3760020, + "TP": 48586, + "n_pred": 77929, + "n_ref": 65741 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6336088154269972, + "FN": 272, + "FP": 1191, + "IoU": 0.4637096774193548, + "TN": 3852376, + "TP": 1265, + "n_pred": 2456, + "n_ref": 1537 + }, + "13": { + "Dice": 0.550359380759307, + "FN": 14001, + "FP": 25035, + "IoU": 0.3796522899914185, + "TN": 3792178, + "TP": 23890, + "n_pred": 48925, + "n_ref": 37891 + }, + "14": { + "Dice": 0.9073505035085075, + "FN": 8205, + "FP": 5936, + "IoU": 0.8304131438508124, + "TN": 3771719, + "TP": 69244, + "n_pred": 75180, + "n_ref": 77449 + }, + "15": { + "Dice": 0.8177182433975189, + "FN": 2438, + "FP": 9537, + "IoU": 0.6916441354448307, + "TN": 3816269, + "TP": 26860, + "n_pred": 36397, + "n_ref": 29298 + }, + "2": { + "Dice": 0.9447359303073801, + "FN": 6137, + "FP": 7261, + "IoU": 0.8952602077909895, + "TN": 3727187, + "TP": 114519, + "n_pred": 121780, + "n_ref": 120656 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 132, + "IoU": 0.0, + "TN": 3854972, + "TP": 0, + "n_pred": 132, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 443, + "IoU": 0.0, + "TN": 3854661, + "TP": 0, + "n_pred": 443, + "n_ref": 0 + }, + "5": { + "Dice": 0.8323944811821373, + "FN": 6360, + "FP": 1852, + "IoU": 0.7129072856943085, + "TN": 3826500, + "TP": 20392, + "n_pred": 22244, + "n_ref": 26752 + }, + "6": { + "Dice": 0.9627508816466057, + "FN": 11694, + "FP": 24461, + "IoU": 0.9281771028882121, + "TN": 3351713, + "TP": 467236, + "n_pred": 491697, + "n_ref": 478930 + }, + "7": { + "Dice": 0.9529119296649993, + "FN": 46610, + "FP": 15518, + "IoU": 0.9100590071283391, + "TN": 3164340, + "TP": 628636, + "n_pred": 644154, + "n_ref": 675246 + }, + "8": { + "Dice": 0.9080473234157198, + "FN": 2786, + "FP": 5849, + "IoU": 0.8315812057498391, + "TN": 3803833, + "TP": 42636, + "n_pred": 48485, + "n_ref": 45422 + }, + "9": { + "Dice": 0.8147463002114165, + "FN": 9854, + "FP": 4166, + "IoU": 0.6874024526198439, + "TN": 3810254, + "TP": 30830, + "n_pred": 34996, + "n_ref": 40684 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8982685487796398, + "FN": 4594, + "FP": 7110, + "IoU": 0.8153244130270134, + "TN": 3616496, + "TP": 51672, + "n_pred": 58782, + "n_ref": 56266 + }, + "10": { + "Dice": 0.7748543302812059, + "FN": 7732, + "FP": 10931, + "IoU": 0.6324589389105518, + "TN": 3629094, + "TP": 32115, + "n_pred": 43046, + "n_ref": 39847 + }, + "11": { + "Dice": 0.5709619467581251, + "FN": 1009, + "FP": 1618, + "IoU": 0.39954285714285714, + "TN": 3675497, + "TP": 1748, + "n_pred": 3366, + "n_ref": 2757 + }, + "12": { + "Dice": 0.6705951679434295, + "FN": 2009, + "FP": 1345, + "IoU": 0.5044326241134752, + "TN": 3673104, + "TP": 3414, + "n_pred": 4759, + "n_ref": 5423 + }, + "13": { + "Dice": 0.6161432999669195, + "FN": 51423, + "FP": 11237, + "IoU": 0.4452363456073095, + "TN": 3566923, + "TP": 50289, + "n_pred": 61526, + "n_ref": 101712 + }, + "14": { + "Dice": 0.9398553119606331, + "FN": 5074, + "FP": 3115, + "IoU": 0.8865349442997285, + "TN": 3607700, + "TP": 63983, + "n_pred": 67098, + "n_ref": 69057 + }, + "15": { + "Dice": 0.8362864721485411, + "FN": 447, + "FP": 5725, + "IoU": 0.7186360320933625, + "TN": 3657936, + "TP": 15764, + "n_pred": 21489, + "n_ref": 16211 + }, + "2": { + "Dice": 0.9490708550419568, + "FN": 3040, + "FP": 7654, + "IoU": 0.9030778712296984, + "TN": 3569536, + "TP": 99642, + "n_pred": 107296, + "n_ref": 102682 + }, + "3": { + "Dice": 0.9349044804357901, + "FN": 3758, + "FP": 6495, + "IoU": 0.8777658559847401, + "TN": 3595992, + "TP": 73627, + "n_pred": 80122, + "n_ref": 77385 + }, + "4": { + "Dice": 0.9047713011563203, + "FN": 3420, + "FP": 3819, + "IoU": 0.8261026232343615, + "TN": 3638244, + "TP": 34389, + "n_pred": 38208, + "n_ref": 37809 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 3679865, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "6": { + "Dice": 0.9120833146046049, + "FN": 7548, + "FP": 17879, + "IoU": 0.8383760694626308, + "TN": 3522550, + "TP": 131895, + "n_pred": 149774, + "n_ref": 139443 + }, + "7": { + "Dice": 0.7002707934419949, + "FN": 373589, + "FP": 26982, + "IoU": 0.5387820708411101, + "TN": 2811365, + "TP": 467936, + "n_pred": 494918, + "n_ref": 841525 + }, + "8": { + "Dice": 0.9133084200249133, + "FN": 1319, + "FP": 1256, + "IoU": 0.8404486027634922, + "TN": 3663733, + "TP": 13564, + "n_pred": 14820, + "n_ref": 14883 + }, + "9": { + "Dice": 0.692817835473402, + "FN": 2878, + "FP": 5830, + "IoU": 0.5300086355785838, + "TN": 3661344, + "TP": 9820, + "n_pred": 15650, + "n_ref": 12698 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9375080016182473, + "FN": 4249, + "FP": 7954, + "IoU": 0.8823671171605391, + "TN": 3225670, + "TP": 91535, + "n_pred": 99489, + "n_ref": 95784 + }, + "10": { + "Dice": 0.821262605238342, + "FN": 5304, + "FP": 15735, + "IoU": 0.6967307636866837, + "TN": 3260034, + "TP": 48335, + "n_pred": 64070, + "n_ref": 53639 + }, + "11": { + "Dice": 0.752465233881163, + "FN": 379, + "FP": 600, + "IoU": 0.6031617349006891, + "TN": 3326941, + "TP": 1488, + "n_pred": 2088, + "n_ref": 1867 + }, + "12": { + "Dice": 0.7572526655095463, + "FN": 1002, + "FP": 956, + "IoU": 0.6093375897845171, + "TN": 3324396, + "TP": 3054, + "n_pred": 4010, + "n_ref": 4056 + }, + "13": { + "Dice": 0.8308502692715909, + "FN": 9249, + "FP": 3660, + "IoU": 0.7106448792952726, + "TN": 3284795, + "TP": 31704, + "n_pred": 35364, + "n_ref": 40953 + }, + "14": { + "Dice": 0.9146155696304017, + "FN": 1354, + "FP": 776, + "IoU": 0.8426650908553701, + "TN": 3315870, + "TP": 11408, + "n_pred": 12184, + "n_ref": 12762 + }, + "15": { + "Dice": 0.48996779786970523, + "FN": 34, + "FP": 4084, + "IoU": 0.3244750656167979, + "TN": 3323312, + "TP": 1978, + "n_pred": 6062, + "n_ref": 2012 + }, + "2": { + "Dice": 0.9543399820257273, + "FN": 2793, + "FP": 4015, + "IoU": 0.9126675646206145, + "TN": 3251453, + "TP": 71147, + "n_pred": 75162, + "n_ref": 73940 + }, + "3": { + "Dice": 0.9542368414748089, + "FN": 2382, + "FP": 7169, + "IoU": 0.9124789238325636, + "TN": 3220280, + "TP": 99577, + "n_pred": 106746, + "n_ref": 101959 + }, + "4": { + "Dice": 0.8636363636363636, + "FN": 339, + "FP": 549, + "IoU": 0.76, + "TN": 3325708, + "TP": 2812, + "n_pred": 3361, + "n_ref": 3151 + }, + "5": { + "Dice": 0.8823573405130506, + "FN": 1043, + "FP": 530, + "IoU": 0.7894807280513919, + "TN": 3321936, + "TP": 5899, + "n_pred": 6429, + "n_ref": 6942 + }, + "6": { + "Dice": 0.8277744724040178, + "FN": 4842, + "FP": 64052, + "IoU": 0.7061563265062399, + "TN": 3094950, + "TP": 165564, + "n_pred": 229616, + "n_ref": 170406 + }, + "7": { + "Dice": 0.9203814552890363, + "FN": 113043, + "FP": 10112, + "IoU": 0.8525061558065783, + "TN": 2494424, + "TP": 711829, + "n_pred": 721941, + "n_ref": 824872 + }, + "8": { + "Dice": 0.9570228560265677, + "FN": 1190, + "FP": 1450, + "IoU": 0.9175875632140851, + "TN": 3297374, + "TP": 29394, + "n_pred": 30844, + "n_ref": 30584 + }, + "9": { + "Dice": 0.8884080370942813, + "FN": 2838, + "FP": 1133, + "IoU": 0.7992213570634038, + "TN": 3309630, + "TP": 15807, + "n_pred": 16940, + "n_ref": 18645 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8819504498353891, + "FN": 5229, + "FP": 2552, + "IoU": 0.788829484082829, + "TN": 1715473, + "TP": 29066, + "n_pred": 31618, + "n_ref": 34295 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7297422066720121, + "FN": 5103, + "FP": 6020, + "IoU": 0.5744835501147666, + "TN": 1726180, + "TP": 15017, + "n_pred": 21037, + "n_ref": 20120 + }, + "14": { + "Dice": 0.982199347141306, + "FN": 3169, + "FP": 2126, + "IoU": 0.9650213373145371, + "TN": 1600942, + "TP": 146083, + "n_pred": 148209, + "n_ref": 149252 + }, + "15": { + "Dice": 0.8145421076852278, + "FN": 76, + "FP": 327, + "IoU": 0.687111801242236, + "TN": 1751032, + "TP": 885, + "n_pred": 1212, + "n_ref": 961 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9204254619737491, + "FN": 1251, + "FP": 2138, + "IoU": 0.8525816694941059, + "TN": 1729331, + "TP": 19600, + "n_pred": 21738, + "n_ref": 20851 + }, + "5": { + "Dice": 0.8955027696929866, + "FN": 665, + "FP": 448, + "IoU": 0.8107786467188032, + "TN": 1746438, + "TP": 4769, + "n_pred": 5217, + "n_ref": 5434 + }, + "6": { + "Dice": 0.9730848973214647, + "FN": 6377, + "FP": 3580, + "IoU": 0.9475806663893993, + "TN": 1562371, + "TP": 179992, + "n_pred": 183572, + "n_ref": 186369 + }, + "7": { + "Dice": 0.9020063384638695, + "FN": 3626, + "FP": 4135, + "IoU": 0.8215041398344066, + "TN": 1708840, + "TP": 35719, + "n_pred": 39854, + "n_ref": 39345 + }, + "8": { + "Dice": 0.946717581417435, + "FN": 2321, + "FP": 3065, + "IoU": 0.8988259603644219, + "TN": 1699085, + "TP": 47849, + "n_pred": 50914, + "n_ref": 50170 + }, + "9": { + "Dice": 0.9288256227758007, + "FN": 2230, + "FP": 1130, + "IoU": 0.867109634551495, + "TN": 1727036, + "TP": 21924, + "n_pred": 23054, + "n_ref": 24154 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8329271335086069, + "FN": 12863, + "FP": 4549, + "IoU": 0.713689056976075, + "TN": 1516273, + "TP": 43403, + "n_pred": 47952, + "n_ref": 56266 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.431013916500994, + "FN": 1315, + "FP": 116, + "IoU": 0.2747085656360872, + "TN": 1575115, + "TP": 542, + "n_pred": 658, + "n_ref": 1857 + }, + "13": { + "Dice": 0.8421493370551291, + "FN": 5105, + "FP": 5074, + "IoU": 0.7273384763741563, + "TN": 1539756, + "TP": 27153, + "n_pred": 32227, + "n_ref": 32258 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8603839441535777, + "FN": 81, + "FP": 239, + "IoU": 0.7549770290964778, + "TN": 1575782, + "TP": 986, + "n_pred": 1225, + "n_ref": 1067 + }, + "3": { + "Dice": 0.7102803738317757, + "FN": 0, + "FP": 31, + "IoU": 0.5507246376811594, + "TN": 1577019, + "TP": 38, + "n_pred": 69, + "n_ref": 38 + }, + "4": { + "Dice": 0.8722896359657848, + "FN": 925, + "FP": 1643, + "IoU": 0.7735050273416828, + "TN": 1565750, + "TP": 8770, + "n_pred": 10413, + "n_ref": 9695 + }, + "5": { + "Dice": 0.5716004813477737, + "FN": 32, + "FP": 680, + "IoU": 0.4001684919966302, + "TN": 1575901, + "TP": 475, + "n_pred": 1155, + "n_ref": 507 + }, + "6": { + "Dice": 0.9601508858971858, + "FN": 6117, + "FP": 11039, + "IoU": 0.9233559685489635, + "TN": 1353248, + "TP": 206684, + "n_pred": 217723, + "n_ref": 212801 + }, + "7": { + "Dice": 0.7983392645314353, + "FN": 2269, + "FP": 2491, + "IoU": 0.6643632773938796, + "TN": 1562906, + "TP": 9422, + "n_pred": 11913, + "n_ref": 11691 + }, + "8": { + "Dice": 0.9330485819680701, + "FN": 1745, + "FP": 2738, + "IoU": 0.8744995940763136, + "TN": 1541367, + "TP": 31238, + "n_pred": 33976, + "n_ref": 32983 + }, + "9": { + "Dice": 0.860493157291855, + "FN": 3173, + "FP": 1455, + "IoU": 0.7551452304110894, + "TN": 1558187, + "TP": 14273, + "n_pred": 15728, + "n_ref": 17446 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8910515873015873, + "FN": 9753, + "FP": 1229, + "IoU": 0.8035104041795638, + "TN": 2222125, + "TP": 44909, + "n_pred": 46138, + "n_ref": 54662 + }, + "11": { + "Dice": 0.6666666666666666, + "FN": 4, + "FP": 0, + "IoU": 0.5, + "TN": 2278008, + "TP": 4, + "n_pred": 4, + "n_ref": 8 + }, + "12": { + "Dice": 0.9519065613191343, + "FN": 191, + "FP": 89, + "IoU": 0.9082268108816781, + "TN": 2274965, + "TP": 2771, + "n_pred": 2860, + "n_ref": 2962 + }, + "13": { + "Dice": 0.8068732966880687, + "FN": 8364, + "FP": 4179, + "IoU": 0.6762679055361982, + "TN": 2239271, + "TP": 26202, + "n_pred": 30381, + "n_ref": 34566 + }, + "14": { + "Dice": 0.9760988889305318, + "FN": 1892, + "FP": 5123, + "IoU": 0.9533136338830545, + "TN": 2127758, + "TP": 143243, + "n_pred": 148366, + "n_ref": 145135 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2757, + "IoU": 0.0, + "TN": 2275259, + "TP": 0, + "n_pred": 2757, + "n_ref": 0 + }, + "2": { + "Dice": 0.972437921324345, + "FN": 2805, + "FP": 2040, + "IoU": 0.9463544261750539, + "TN": 2187701, + "TP": 85470, + "n_pred": 87510, + "n_ref": 88275 + }, + "3": { + "Dice": 0.9668771374636349, + "FN": 2748, + "FP": 3867, + "IoU": 0.9358781733761136, + "TN": 2174853, + "TP": 96548, + "n_pred": 100415, + "n_ref": 99296 + }, + "4": { + "Dice": 0.7256637168141593, + "FN": 0, + "FP": 31, + "IoU": 0.5694444444444444, + "TN": 2277944, + "TP": 41, + "n_pred": 72, + "n_ref": 41 + }, + "5": { + "Dice": 0.8953229398663697, + "FN": 6, + "FP": 41, + "IoU": 0.8104838709677419, + "TN": 2277768, + "TP": 201, + "n_pred": 242, + "n_ref": 207 + }, + "6": { + "Dice": 0.9847027668167386, + "FN": 3127, + "FP": 4134, + "IoU": 0.969866492917941, + "TN": 2037055, + "TP": 233700, + "n_pred": 237834, + "n_ref": 236827 + }, + "7": { + "Dice": 0.9899959983993597, + "FN": 4038, + "FP": 1287, + "IoU": 0.9801901743264659, + "TN": 2009210, + "TP": 263481, + "n_pred": 264768, + "n_ref": 267519 + }, + "8": { + "Dice": 0.957435698765349, + "FN": 1549, + "FP": 978, + "IoU": 0.9183469044849425, + "TN": 2247068, + "TP": 28421, + "n_pred": 29399, + "n_ref": 29970 + }, + "9": { + "Dice": 0.9417650490981093, + "FN": 3073, + "FP": 1618, + "IoU": 0.8899394678804373, + "TN": 2235394, + "TP": 37931, + "n_pred": 39549, + "n_ref": 41004 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8804026583854659, + "FN": 1194, + "FP": 14750, + "IoU": 0.7863565102038081, + "TN": 1852923, + "TP": 58685, + "n_pred": 73435, + "n_ref": 59879 + }, + "10": { + "Dice": 0.8589429934350352, + "FN": 10901, + "FP": 4032, + "IoU": 0.7527608072981341, + "TN": 1867153, + "TP": 45466, + "n_pred": 49498, + "n_ref": 56367 + }, + "11": { + "Dice": 0.7475192943770672, + "FN": 54, + "FP": 175, + "IoU": 0.596830985915493, + "TN": 1926984, + "TP": 339, + "n_pred": 514, + "n_ref": 393 + }, + "12": { + "Dice": 0.739490235021516, + "FN": 1350, + "FP": 224, + "IoU": 0.5866596638655462, + "TN": 1923744, + "TP": 2234, + "n_pred": 2458, + "n_ref": 3584 + }, + "13": { + "Dice": 0.7319304136393898, + "FN": 3703, + "FP": 5558, + "IoU": 0.5772005113221329, + "TN": 1905648, + "TP": 12643, + "n_pred": 18201, + "n_ref": 16346 + }, + "14": { + "Dice": 0.2402336800470008, + "FN": 8189, + "FP": 83628, + "IoU": 0.1365145345283214, + "TN": 1821219, + "TP": 14516, + "n_pred": 98144, + "n_ref": 22705 + }, + "15": { + "Dice": 0.8340424100761767, + "FN": 16, + "FP": 9853, + "IoU": 0.7153282566055151, + "TN": 1892884, + "TP": 24799, + "n_pred": 34652, + "n_ref": 24815 + }, + "2": { + "Dice": 0.6511627906976745, + "FN": 4, + "FP": 11, + "IoU": 0.4827586206896552, + "TN": 1927523, + "TP": 14, + "n_pred": 25, + "n_ref": 18 + }, + "3": { + "Dice": 0.9595387958138, + "FN": 3904, + "FP": 2595, + "IoU": 0.9222244827132274, + "TN": 1843991, + "TP": 77062, + "n_pred": 79657, + "n_ref": 80966 + }, + "4": { + "Dice": 0.8646554892702649, + "FN": 938, + "FP": 3849, + "IoU": 0.7615798386293455, + "TN": 1907474, + "TP": 15291, + "n_pred": 19140, + "n_ref": 16229 + }, + "5": { + "Dice": 0.8784596871239471, + "FN": 130, + "FP": 72, + "IoU": 0.7832618025751072, + "TN": 1926620, + "TP": 730, + "n_pred": 802, + "n_ref": 860 + }, + "6": { + "Dice": 0.8891921397379913, + "FN": 7696, + "FP": 830, + "IoU": 0.8004914004914004, + "TN": 1884817, + "TP": 34209, + "n_pred": 35039, + "n_ref": 41905 + }, + "7": { + "Dice": 0.9346903280959821, + "FN": 2735, + "FP": 6127, + "IoU": 0.8773883808127066, + "TN": 1855275, + "TP": 63415, + "n_pred": 69542, + "n_ref": 66150 + }, + "8": { + "Dice": 0.9610602949411984, + "FN": 194, + "FP": 849, + "IoU": 0.9250395285324134, + "TN": 1913638, + "TP": 12871, + "n_pred": 13720, + "n_ref": 13065 + }, + "9": { + "Dice": 0.9002574303767844, + "FN": 392, + "FP": 1739, + "IoU": 0.8186074225400068, + "TN": 1915804, + "TP": 9617, + "n_pred": 11356, + "n_ref": 10009 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9533127057472698, + "FN": 20942, + "FP": 771, + "IoU": 0.9107903678413102, + "TN": 2209855, + "TP": 221680, + "n_pred": 222451, + "n_ref": 242622 + }, + "10": { + "Dice": 0.8271045677614194, + "FN": 1992, + "FP": 756, + "IoU": 0.7051818474412617, + "TN": 2443927, + "TP": 6573, + "n_pred": 7329, + "n_ref": 8565 + }, + "11": { + "Dice": 0.8085106382978723, + "FN": 7, + "FP": 11, + "IoU": 0.6785714285714286, + "TN": 2453192, + "TP": 38, + "n_pred": 49, + "n_ref": 45 + }, + "12": { + "Dice": 0.8989447326059739, + "FN": 518, + "FP": 47, + "IoU": 0.8164392462638077, + "TN": 2450170, + "TP": 2513, + "n_pred": 2560, + "n_ref": 3031 + }, + "13": { + "Dice": 0.6569144684252598, + "FN": 5311, + "FP": 3273, + "IoU": 0.48910843947149146, + "TN": 2436446, + "TP": 8218, + "n_pred": 11491, + "n_ref": 13529 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9632516703786191, + "FN": 253, + "FP": 803, + "IoU": 0.9291084854994629, + "TN": 2438352, + "TP": 13840, + "n_pred": 14643, + "n_ref": 14093 + }, + "4": { + "Dice": 0.9592375555412455, + "FN": 510, + "FP": 123, + "IoU": 0.9216681103823784, + "TN": 2445167, + "TP": 7448, + "n_pred": 7571, + "n_ref": 7958 + }, + "5": { + "Dice": 0.7706629055007053, + "FN": 711, + "FP": 102, + "IoU": 0.6268930702156953, + "TN": 2451069, + "TP": 1366, + "n_pred": 1468, + "n_ref": 2077 + }, + "6": { + "Dice": 0.9026895164163304, + "FN": 6448, + "FP": 22233, + "IoU": 0.8226381957714165, + "TN": 2291539, + "TP": 133028, + "n_pred": 155261, + "n_ref": 139476 + }, + "7": { + "Dice": 0.9618781926538555, + "FN": 2682, + "FP": 7348, + "IoU": 0.9265561958599076, + "TN": 2316681, + "TP": 126537, + "n_pred": 133885, + "n_ref": 129219 + }, + "8": { + "Dice": 0.9807919742261735, + "FN": 390, + "FP": 1023, + "IoU": 0.9623079385403329, + "TN": 2415760, + "TP": 36075, + "n_pred": 37098, + "n_ref": 36465 + }, + "9": { + "Dice": 0.831200098268026, + "FN": 1703, + "FP": 5168, + "IoU": 0.7111568858247856, + "TN": 2429460, + "TP": 16917, + "n_pred": 22085, + "n_ref": 18620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9177441163038171, + "FN": 72437, + "FP": 687, + "IoU": 0.8479918013191894, + "TN": 2848355, + "TP": 407929, + "n_pred": 408616, + "n_ref": 480366 + }, + "10": { + "Dice": 0.9184510516559384, + "FN": 3200, + "FP": 2387, + "IoU": 0.8491997084941564, + "TN": 3292359, + "TP": 31462, + "n_pred": 33849, + "n_ref": 34662 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 830, + "IoU": 0.0, + "TN": 3328578, + "TP": 0, + "n_pred": 830, + "n_ref": 0 + }, + "13": { + "Dice": 0.6262498517962297, + "FN": 15583, + "FP": 3331, + "IoU": 0.45586881472957425, + "TN": 3294648, + "TP": 15846, + "n_pred": 19177, + "n_ref": 31429 + }, + "14": { + "Dice": 0.9933147192670617, + "FN": 468, + "FP": 1311, + "IoU": 0.9867182308892589, + "TN": 3195465, + "TP": 132164, + "n_pred": 133475, + "n_ref": 132632 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 245, + "IoU": 0.0, + "TN": 3329163, + "TP": 0, + "n_pred": 245, + "n_ref": 0 + }, + "3": { + "Dice": 0.9785901327740595, + "FN": 2486, + "FP": 2853, + "IoU": 0.9580778139845314, + "TN": 3202053, + "TP": 122016, + "n_pred": 124869, + "n_ref": 124502 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6598601293990052, + "FN": 3279, + "FP": 69481, + "IoU": 0.49238153708768206, + "TN": 3186072, + "TP": 70576, + "n_pred": 140057, + "n_ref": 73855 + }, + "7": { + "Dice": 0.9680545237249265, + "FN": 1082, + "FP": 896, + "IoU": 0.9380868911981971, + "TN": 3297460, + "TP": 29970, + "n_pred": 30866, + "n_ref": 31052 + }, + "8": { + "Dice": 0.9793502220652395, + "FN": 1934, + "FP": 1223, + "IoU": 0.9595360164060497, + "TN": 3251388, + "TP": 74863, + "n_pred": 76086, + "n_ref": 76797 + }, + "9": { + "Dice": 0.9686754088698983, + "FN": 1035, + "FP": 28, + "IoU": 0.9392536716383794, + "TN": 3311909, + "TP": 16436, + "n_pred": 16464, + "n_ref": 17471 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9690401164351623, + "FN": 1752, + "FP": 439, + "IoU": 0.9399396929824562, + "TN": 1540608, + "TP": 34289, + "n_pred": 34728, + "n_ref": 36041 + }, + "10": { + "Dice": 0.8497753707920488, + "FN": 618, + "FP": 1823, + "IoU": 0.7387907972177635, + "TN": 1567743, + "TP": 6904, + "n_pred": 8727, + "n_ref": 7522 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7492844876931883, + "FN": 9426, + "FP": 1962, + "IoU": 0.5990846681922197, + "TN": 1548683, + "TP": 17017, + "n_pred": 18979, + "n_ref": 26443 + }, + "14": { + "Dice": 0.9274518849734436, + "FN": 2727, + "FP": 3406, + "IoU": 0.8647182088893791, + "TN": 1531753, + "TP": 39202, + "n_pred": 42608, + "n_ref": 41929 + }, + "15": { + "Dice": 0.8562038816890928, + "FN": 491, + "FP": 4147, + "IoU": 0.7485633741732625, + "TN": 1558642, + "TP": 13808, + "n_pred": 17955, + "n_ref": 14299 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.958099660977056, + "FN": 5750, + "FP": 3507, + "IoU": 0.9195693917093133, + "TN": 1461995, + "TP": 105836, + "n_pred": 109343, + "n_ref": 111586 + }, + "4": { + "Dice": 0.9177493580127635, + "FN": 1019, + "FP": 2216, + "IoU": 0.8480007517737161, + "TN": 1555805, + "TP": 18048, + "n_pred": 20264, + "n_ref": 19067 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9708951762523191, + "FN": 1771, + "FP": 3249, + "IoU": 0.9434366197183098, + "TN": 1488338, + "TP": 83730, + "n_pred": 86979, + "n_ref": 85501 + }, + "7": { + "Dice": 0.9254143959393163, + "FN": 2787, + "FP": 10379, + "IoU": 0.8611825734890979, + "TN": 1482244, + "TP": 81678, + "n_pred": 92057, + "n_ref": 84465 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.921777963854581, + "FN": 765, + "FP": 356, + "IoU": 0.8549055138493399, + "TN": 2270290, + "TP": 6605, + "n_pred": 6961, + "n_ref": 7370 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5589576547231271, + "FN": 259, + "FP": 418, + "IoU": 0.38788426763110306, + "TN": 2276910, + "TP": 429, + "n_pred": 847, + "n_ref": 688 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9724388975559022, + "FN": 65, + "FP": 41, + "IoU": 0.9463562753036437, + "TN": 2276040, + "TP": 1870, + "n_pred": 1911, + "n_ref": 1935 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8056315473410289, + "FN": 1023, + "FP": 1890, + "IoU": 0.6745251396648044, + "TN": 2269066, + "TP": 6037, + "n_pred": 7927, + "n_ref": 7060 + }, + "6": { + "Dice": 0.9657518638932663, + "FN": 3013, + "FP": 7658, + "IoU": 0.9337719162141195, + "TN": 2116891, + "TP": 150454, + "n_pred": 158112, + "n_ref": 153467 + }, + "7": { + "Dice": 0.9597306766990135, + "FN": 8864, + "FP": 1112, + "IoU": 0.9225790429478324, + "TN": 2149162, + "TP": 118878, + "n_pred": 119990, + "n_ref": 127742 + }, + "8": { + "Dice": 0.9654316498422962, + "FN": 1064, + "FP": 3309, + "IoU": 0.9331733854946667, + "TN": 2212578, + "TP": 61065, + "n_pred": 64374, + "n_ref": 62129 + }, + "9": { + "Dice": 0.9201355426368638, + "FN": 528, + "FP": 2041, + "IoU": 0.8520842929525564, + "TN": 2260648, + "TP": 14799, + "n_pred": 16840, + "n_ref": 15327 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9616663250118094, + "FN": 3861, + "FP": 9042, + "IoU": 0.9261630901287554, + "TN": 2453730, + "TP": 161847, + "n_pred": 170889, + "n_ref": 165708 + }, + "10": { + "Dice": 0.8246682594698882, + "FN": 4632, + "FP": 10999, + "IoU": 0.7016472294859805, + "TN": 2576089, + "TP": 36760, + "n_pred": 47759, + "n_ref": 41392 + }, + "11": { + "Dice": 0.7863903811716552, + "FN": 200, + "FP": 635, + "IoU": 0.6479763912310287, + "TN": 2626108, + "TP": 1537, + "n_pred": 2172, + "n_ref": 1737 + }, + "12": { + "Dice": 0.6941246290801187, + "FN": 2248, + "FP": 329, + "IoU": 0.5315397200508999, + "TN": 2622979, + "TP": 2924, + "n_pred": 3253, + "n_ref": 5172 + }, + "13": { + "Dice": 0.5485495085111484, + "FN": 7293, + "FP": 239, + "IoU": 0.3779319458209448, + "TN": 2616372, + "TP": 4576, + "n_pred": 4815, + "n_ref": 11869 + }, + "14": { + "Dice": 0.9514228033875872, + "FN": 3071, + "FP": 2728, + "IoU": 0.9073464561896849, + "TN": 2565892, + "TP": 56789, + "n_pred": 59517, + "n_ref": 59860 + }, + "15": { + "Dice": 0.927920199720655, + "FN": 7594, + "FP": 5514, + "IoU": 0.865532770488608, + "TN": 2530999, + "TP": 84373, + "n_pred": 89887, + "n_ref": 91967 + }, + "2": { + "Dice": 0.8622109597719354, + "FN": 367, + "FP": 68, + "IoU": 0.7577951002227171, + "TN": 2626684, + "TP": 1361, + "n_pred": 1429, + "n_ref": 1728 + }, + "3": { + "Dice": 0.9478377947968092, + "FN": 2977, + "FP": 7832, + "IoU": 0.9008475975562772, + "TN": 2519466, + "TP": 98205, + "n_pred": 106037, + "n_ref": 101182 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 431, + "IoU": 0.0, + "TN": 2628049, + "TP": 0, + "n_pred": 431, + "n_ref": 0 + }, + "5": { + "Dice": 0.6985199287600565, + "FN": 3776, + "FP": 1133, + "IoU": 0.536711966779917, + "TN": 2617884, + "TP": 5687, + "n_pred": 6820, + "n_ref": 9463 + }, + "6": { + "Dice": 0.9762766773874175, + "FN": 11045, + "FP": 5153, + "IoU": 0.9536528628613449, + "TN": 2278987, + "TP": 333295, + "n_pred": 338448, + "n_ref": 344340 + }, + "7": { + "Dice": 0.8917935815266972, + "FN": 6784, + "FP": 30460, + "IoU": 0.8047179358113246, + "TN": 2437761, + "TP": 153475, + "n_pred": 183935, + "n_ref": 160259 + }, + "8": { + "Dice": 0.9569855072463768, + "FN": 630, + "FP": 483, + "IoU": 0.9175188972876834, + "TN": 2614986, + "TP": 12381, + "n_pred": 12864, + "n_ref": 13011 + }, + "9": { + "Dice": 0.9079469148204938, + "FN": 1700, + "FP": 1782, + "IoU": 0.831412801394403, + "TN": 2607826, + "TP": 17172, + "n_pred": 18954, + "n_ref": 18872 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8593844296922148, + "FN": 1159, + "FP": 239, + "IoU": 0.7534391534391535, + "TN": 2272346, + "TP": 4272, + "n_pred": 4511, + "n_ref": 5431 + }, + "10": { + "Dice": 0.8609709094246123, + "FN": 2349, + "FP": 5226, + "IoU": 0.7558814050918466, + "TN": 2246986, + "TP": 23455, + "n_pred": 28681, + "n_ref": 25804 + }, + "11": { + "Dice": 0.7395704764255739, + "FN": 381, + "FP": 674, + "IoU": 0.5867606737171954, + "TN": 2275463, + "TP": 1498, + "n_pred": 2172, + "n_ref": 1879 + }, + "12": { + "Dice": 0.6958637469586375, + "FN": 1484, + "FP": 266, + "IoU": 0.5335820895522388, + "TN": 2274264, + "TP": 2002, + "n_pred": 2268, + "n_ref": 3486 + }, + "13": { + "Dice": 0.9004289285960043, + "FN": 4126, + "FP": 4556, + "IoU": 0.8188910676290209, + "TN": 2230078, + "TP": 39256, + "n_pred": 43812, + "n_ref": 43382 + }, + "14": { + "Dice": 0.7199457686208525, + "FN": 19974, + "FP": 3161, + "IoU": 0.5624338023906794, + "TN": 2225144, + "TP": 29737, + "n_pred": 32898, + "n_ref": 49711 + }, + "15": { + "Dice": 0.8216984577352024, + "FN": 747, + "FP": 5600, + "IoU": 0.6973583826053786, + "TN": 2257044, + "TP": 14625, + "n_pred": 20225, + "n_ref": 15372 + }, + "2": { + "Dice": 0.9582106907954504, + "FN": 2505, + "FP": 2095, + "IoU": 0.9197739718860093, + "TN": 2220678, + "TP": 52738, + "n_pred": 54833, + "n_ref": 55243 + }, + "3": { + "Dice": 0.9359860474129578, + "FN": 992, + "FP": 990, + "IoU": 0.8796745993200583, + "TN": 2261544, + "TP": 14490, + "n_pred": 15480, + "n_ref": 15482 + }, + "4": { + "Dice": 0.9329358209912163, + "FN": 2495, + "FP": 1689, + "IoU": 0.874301508141561, + "TN": 2244730, + "TP": 29102, + "n_pred": 30791, + "n_ref": 31597 + }, + "5": { + "Dice": 0.2679425837320574, + "FN": 915, + "FP": 3, + "IoU": 0.15469613259668508, + "TN": 2276930, + "TP": 168, + "n_pred": 171, + "n_ref": 1083 + }, + "6": { + "Dice": 0.9374045291775528, + "FN": 8260, + "FP": 6738, + "IoU": 0.8821838177533385, + "TN": 2150716, + "TP": 112302, + "n_pred": 119040, + "n_ref": 120562 + }, + "7": { + "Dice": 0.9168873942772481, + "FN": 7218, + "FP": 8377, + "IoU": 0.8465300740040939, + "TN": 2176400, + "TP": 86021, + "n_pred": 94398, + "n_ref": 93239 + }, + "8": { + "Dice": 0.919810045944172, + "FN": 843, + "FP": 1234, + "IoU": 0.8515261991564801, + "TN": 2264027, + "TP": 11912, + "n_pred": 13146, + "n_ref": 12755 + }, + "9": { + "Dice": 0.7173634651600753, + "FN": 4937, + "FP": 2567, + "IoU": 0.5592881893463323, + "TN": 2260989, + "TP": 9523, + "n_pred": 12090, + "n_ref": 14460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6957617772175831, + "FN": 534, + "FP": 1397, + "IoU": 0.5334621889345252, + "TN": 2799573, + "TP": 2208, + "n_pred": 3605, + "n_ref": 2742 + }, + "10": { + "Dice": 0.8894913262376304, + "FN": 4971, + "FP": 3304, + "IoU": 0.8009764779450671, + "TN": 2762134, + "TP": 33303, + "n_pred": 36607, + "n_ref": 38274 + }, + "11": { + "Dice": 0.7538461538461538, + "FN": 720, + "FP": 656, + "IoU": 0.6049382716049383, + "TN": 2800229, + "TP": 2107, + "n_pred": 2763, + "n_ref": 2827 + }, + "12": { + "Dice": 0.7571970228900435, + "FN": 795, + "FP": 934, + "IoU": 0.6092655367231639, + "TN": 2799287, + "TP": 2696, + "n_pred": 3630, + "n_ref": 3491 + }, + "13": { + "Dice": 0.8003106871526008, + "FN": 7004, + "FP": 1223, + "IoU": 0.667098288350261, + "TN": 2778999, + "TP": 16486, + "n_pred": 17709, + "n_ref": 23490 + }, + "14": { + "Dice": 0.9337760560782143, + "FN": 232, + "FP": 845, + "IoU": 0.8757785467128028, + "TN": 2795042, + "TP": 7593, + "n_pred": 8438, + "n_ref": 7825 + }, + "15": { + "Dice": 0.8947638718320866, + "FN": 2011, + "FP": 2702, + "IoU": 0.8095680633560952, + "TN": 2778963, + "TP": 20036, + "n_pred": 22738, + "n_ref": 22047 + }, + "2": { + "Dice": 0.9789264413518887, + "FN": 2746, + "FP": 1812, + "IoU": 0.9587227414330218, + "TN": 2693288, + "TP": 105866, + "n_pred": 107678, + "n_ref": 108612 + }, + "3": { + "Dice": 0.9459684123025769, + "FN": 10, + "FP": 55, + "IoU": 0.8974763406940063, + "TN": 2803078, + "TP": 569, + "n_pred": 624, + "n_ref": 579 + }, + "4": { + "Dice": 0.7294117647058823, + "FN": 19, + "FP": 4, + "IoU": 0.5740740740740741, + "TN": 2803658, + "TP": 31, + "n_pred": 35, + "n_ref": 50 + }, + "5": { + "Dice": 0.7052501353127658, + "FN": 5749, + "FP": 1875, + "IoU": 0.5446999104210212, + "TN": 2786967, + "TP": 9121, + "n_pred": 10996, + "n_ref": 14870 + }, + "6": { + "Dice": 0.9543141973186662, + "FN": 11623, + "FP": 4325, + "IoU": 0.9126204017226076, + "TN": 2621198, + "TP": 166566, + "n_pred": 170891, + "n_ref": 178189 + }, + "7": { + "Dice": 0.9463083970658618, + "FN": 5037, + "FP": 5957, + "IoU": 0.8980885815458203, + "TN": 2695834, + "TP": 96884, + "n_pred": 102841, + "n_ref": 101921 + }, + "8": { + "Dice": 0.9760247121727494, + "FN": 1482, + "FP": 2585, + "IoU": 0.9531721358664363, + "TN": 2716862, + "TP": 82783, + "n_pred": 85368, + "n_ref": 84265 + }, + "9": { + "Dice": 0.8944365443022418, + "FN": 2715, + "FP": 3298, + "IoU": 0.8090322990440499, + "TN": 2772225, + "TP": 25474, + "n_pred": 28772, + "n_ref": 28189 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9276264008095648, + "FN": 400, + "FP": 1531, + "IoU": 0.8650216692296938, + "TN": 2614174, + "TP": 12375, + "n_pred": 13906, + "n_ref": 12775 + }, + "10": { + "Dice": 0.8372002448116619, + "FN": 7745, + "FP": 3959, + "IoU": 0.7199866022297717, + "TN": 2586682, + "TP": 30094, + "n_pred": 34053, + "n_ref": 37839 + }, + "11": { + "Dice": 0.8353909465020576, + "FN": 4, + "FP": 76, + "IoU": 0.7173144876325088, + "TN": 2628197, + "TP": 203, + "n_pred": 279, + "n_ref": 207 + }, + "12": { + "Dice": 0.8626760563380281, + "FN": 810, + "FP": 360, + "IoU": 0.7585139318885449, + "TN": 2623635, + "TP": 3675, + "n_pred": 4035, + "n_ref": 4485 + }, + "13": { + "Dice": 0.6567422951603743, + "FN": 15594, + "FP": 7372, + "IoU": 0.4889175716574684, + "TN": 2583544, + "TP": 21970, + "n_pred": 29342, + "n_ref": 37564 + }, + "14": { + "Dice": 0.9468562216034002, + "FN": 2952, + "FP": 4300, + "IoU": 0.8990759296370519, + "TN": 2556624, + "TP": 64604, + "n_pred": 68904, + "n_ref": 67556 + }, + "15": { + "Dice": 0.8882943143812709, + "FN": 1237, + "FP": 2437, + "IoU": 0.7990373044524669, + "TN": 2610198, + "TP": 14608, + "n_pred": 17045, + "n_ref": 15845 + }, + "2": { + "Dice": 0.9422098936662043, + "FN": 47, + "FP": 78, + "IoU": 0.8907342657342657, + "TN": 2627336, + "TP": 1019, + "n_pred": 1097, + "n_ref": 1066 + }, + "3": { + "Dice": 0.9742053361057624, + "FN": 3266, + "FP": 927, + "IoU": 0.949707939021026, + "TN": 2545107, + "TP": 79180, + "n_pred": 80107, + "n_ref": 82446 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 48, + "IoU": 0.0, + "TN": 2628432, + "TP": 0, + "n_pred": 48, + "n_ref": 0 + }, + "5": { + "Dice": 0.7195781878729014, + "FN": 877, + "FP": 1144, + "IoU": 0.5619852622453403, + "TN": 2623866, + "TP": 2593, + "n_pred": 3737, + "n_ref": 3470 + }, + "6": { + "Dice": 0.9345931926169196, + "FN": 8814, + "FP": 21498, + "IoU": 0.8772172151898734, + "TN": 2381605, + "TP": 216563, + "n_pred": 238061, + "n_ref": 225377 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 62283, + "IoU": 0.0, + "TN": 2566197, + "TP": 0, + "n_pred": 62283, + "n_ref": 0 + }, + "8": { + "Dice": 0.9556612401682825, + "FN": 3981, + "FP": 867, + "IoU": 0.9150873997267663, + "TN": 2571386, + "TP": 52246, + "n_pred": 53113, + "n_ref": 56227 + }, + "9": { + "Dice": 0.9224566246056782, + "FN": 3799, + "FP": 4067, + "IoU": 0.8560737745411963, + "TN": 2573827, + "TP": 46787, + "n_pred": 50854, + "n_ref": 50586 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9771432493650902, + "FN": 176, + "FP": 157, + "IoU": 0.955308012347336, + "TN": 2095333, + "TP": 7118, + "n_pred": 7275, + "n_ref": 7294 + }, + "10": { + "Dice": 0.8910718726684904, + "FN": 970, + "FP": 2534, + "IoU": 0.8035433953801301, + "TN": 2084948, + "TP": 14332, + "n_pred": 16866, + "n_ref": 15302 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.9066978648727698, + "FN": 166, + "FP": 472, + "IoU": 0.8293204922418406, + "TN": 2099046, + "TP": 3100, + "n_pred": 3572, + "n_ref": 3266 + }, + "13": { + "Dice": 0.6929460580912863, + "FN": 993, + "FP": 43, + "IoU": 0.5301587301587302, + "TN": 2100579, + "TP": 1169, + "n_pred": 1212, + "n_ref": 2162 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9706150039561123, + "FN": 1931, + "FP": 4494, + "IoU": 0.9429076659232075, + "TN": 1990247, + "TP": 106112, + "n_pred": 110606, + "n_ref": 108043 + }, + "3": { + "Dice": 0.9666531110207401, + "FN": 586, + "FP": 726, + "IoU": 0.9354584809130264, + "TN": 2082456, + "TP": 19016, + "n_pred": 19742, + "n_ref": 19602 + }, + "4": { + "Dice": 0.9519265832016531, + "FN": 1746, + "FP": 1418, + "IoU": 0.90826326471441, + "TN": 2068294, + "TP": 31326, + "n_pred": 32744, + "n_ref": 33072 + }, + "5": { + "Dice": 0.8953634399959813, + "FN": 429, + "FP": 1654, + "IoU": 0.8105502501136881, + "TN": 2091789, + "TP": 8912, + "n_pred": 10566, + "n_ref": 9341 + }, + "6": { + "Dice": 0.9682901429282944, + "FN": 7767, + "FP": 9041, + "IoU": 0.938529506422072, + "TN": 1829352, + "TP": 256624, + "n_pred": 265665, + "n_ref": 264391 + }, + "7": { + "Dice": 0.9381455853861057, + "FN": 3506, + "FP": 2081, + "IoU": 0.8834973725915423, + "TN": 2054828, + "TP": 42369, + "n_pred": 44450, + "n_ref": 45875 + }, + "8": { + "Dice": 0.9787412768157147, + "FN": 469, + "FP": 1505, + "IoU": 0.9583676051882316, + "TN": 2055369, + "TP": 45441, + "n_pred": 46946, + "n_ref": 45910 + }, + "9": { + "Dice": 0.8700410396716827, + "FN": 80, + "FP": 15, + "IoU": 0.7699757869249395, + "TN": 2102371, + "TP": 318, + "n_pred": 333, + "n_ref": 398 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8865627887709907, + "FN": 4250, + "FP": 2870, + "IoU": 0.7962395901897376, + "TN": 1366913, + "TP": 27823, + "n_pred": 30693, + "n_ref": 32073 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8059800405426477, + "FN": 5872, + "FP": 4082, + "IoU": 0.675013875738679, + "TN": 1371227, + "TP": 20675, + "n_pred": 24757, + "n_ref": 26547 + }, + "14": { + "Dice": 0.952657961507519, + "FN": 4082, + "FP": 508, + "IoU": 0.9095958402268968, + "TN": 1351084, + "TP": 46182, + "n_pred": 46690, + "n_ref": 50264 + }, + "15": { + "Dice": 0.9195202090178536, + "FN": 1347, + "FP": 686, + "IoU": 0.8510295302996995, + "TN": 1388209, + "TP": 11614, + "n_pred": 12300, + "n_ref": 12961 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7813667590695432, + "FN": 1556, + "FP": 5700, + "IoU": 0.6411828701414302, + "TN": 1381634, + "TP": 12966, + "n_pred": 18666, + "n_ref": 14522 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9062105944766946, + "FN": 8315, + "FP": 8197, + "IoU": 0.8285055513434355, + "TN": 1305573, + "TP": 79771, + "n_pred": 87968, + "n_ref": 88086 + }, + "7": { + "Dice": 0.9347221373112429, + "FN": 3188, + "FP": 5354, + "IoU": 0.877444439661975, + "TN": 1332157, + "TP": 61157, + "n_pred": 66511, + "n_ref": 64345 + }, + "8": { + "Dice": 0.0, + "FN": 2, + "FP": 0, + "IoU": 0.0, + "TN": 1401854, + "TP": 0, + "n_pred": 0, + "n_ref": 2 + }, + "9": { + "Dice": 0.8676513176947582, + "FN": 108, + "FP": 349, + "IoU": 0.7662404092071611, + "TN": 1399901, + "TP": 1498, + "n_pred": 1847, + "n_ref": 1606 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9522464279893519, + "FN": 1616, + "FP": 1900, + "IoU": 0.9088457948771129, + "TN": 5218388, + "TP": 35056, + "n_pred": 36956, + "n_ref": 36672 + }, + "10": { + "Dice": 0.5907713034691815, + "FN": 6692, + "FP": 1813, + "IoU": 0.41921606118546845, + "TN": 5242316, + "TP": 6139, + "n_pred": 7952, + "n_ref": 12831 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5256960, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6664632285627098, + "FN": 584, + "FP": 1602, + "IoU": 0.4997711670480549, + "TN": 5252590, + "TP": 2184, + "n_pred": 3786, + "n_ref": 2768 + }, + "13": { + "Dice": 0.7407475772958007, + "FN": 4264, + "FP": 15399, + "IoU": 0.5882439167399589, + "TN": 5209206, + "TP": 28091, + "n_pred": 43490, + "n_ref": 32355 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5256960, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.8933092224231465, + "FN": 298, + "FP": 2357, + "IoU": 0.8071895424836601, + "TN": 5243190, + "TP": 11115, + "n_pred": 13472, + "n_ref": 11413 + }, + "2": { + "Dice": 0.8820614469772051, + "FN": 241, + "FP": 116, + "IoU": 0.7890070921985816, + "TN": 5255268, + "TP": 1335, + "n_pred": 1451, + "n_ref": 1576 + }, + "3": { + "Dice": 0.9169915932295071, + "FN": 2829, + "FP": 854, + "IoU": 0.846707733288937, + "TN": 5232934, + "TP": 20343, + "n_pred": 21197, + "n_ref": 23172 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5256960, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6691879254624218, + "FN": 8717, + "FP": 905, + "IoU": 0.5028417898108918, + "TN": 5237606, + "TP": 9732, + "n_pred": 10637, + "n_ref": 18449 + }, + "6": { + "Dice": 0.9719859983679079, + "FN": 5979, + "FP": 4457, + "IoU": 0.9454987936202881, + "TN": 5065478, + "TP": 181046, + "n_pred": 185503, + "n_ref": 187025 + }, + "7": { + "Dice": 0.938839883057125, + "FN": 6817, + "FP": 7764, + "IoU": 0.8847297105001027, + "TN": 5130466, + "TP": 111913, + "n_pred": 119677, + "n_ref": 118730 + }, + "8": { + "Dice": 0.7300650239561944, + "FN": 79657, + "FP": 8683, + "IoU": 0.5748837836016978, + "TN": 5049158, + "TP": 119462, + "n_pred": 128145, + "n_ref": 199119 + }, + "9": { + "Dice": 0.9143629956821678, + "FN": 2737, + "FP": 4165, + "IoU": 0.8422363939747194, + "TN": 5213211, + "TP": 36847, + "n_pred": 41012, + "n_ref": 39584 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9212121212121213, + "FN": 13, + "FP": 0, + "IoU": 0.8539325842696629, + "TN": 3154087, + "TP": 76, + "n_pred": 76, + "n_ref": 89 + }, + "10": { + "Dice": 0.9199034093234559, + "FN": 895, + "FP": 1062, + "IoU": 0.851686244789693, + "TN": 3140981, + "TP": 11238, + "n_pred": 12300, + "n_ref": 12133 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6907502457136617, + "FN": 1219, + "FP": 12940, + "IoU": 0.5275924195916188, + "TN": 3124204, + "TP": 15813, + "n_pred": 28753, + "n_ref": 17032 + }, + "14": { + "Dice": 0.9343288375080283, + "FN": 628, + "FP": 1008, + "IoU": 0.8767515443724574, + "TN": 3140902, + "TP": 11638, + "n_pred": 12646, + "n_ref": 12266 + }, + "15": { + "Dice": 0.9139529448426301, + "FN": 21695, + "FP": 395, + "IoU": 0.8415408342598902, + "TN": 3014771, + "TP": 117315, + "n_pred": 117710, + "n_ref": 139010 + }, + "2": { + "Dice": 0.974334295797241, + "FN": 620, + "FP": 660, + "IoU": 0.9499530810134501, + "TN": 3128600, + "TP": 24296, + "n_pred": 24956, + "n_ref": 24916 + }, + "3": { + "Dice": 0.9657901669852409, + "FN": 3129, + "FP": 2974, + "IoU": 0.9338435355714301, + "TN": 3061925, + "TP": 86148, + "n_pred": 89122, + "n_ref": 89277 + }, + "4": { + "Dice": 0.7688370605170559, + "FN": 29804, + "FP": 1992, + "IoU": 0.6244803476946335, + "TN": 3069504, + "TP": 52876, + "n_pred": 54868, + "n_ref": 82680 + }, + "5": { + "Dice": 0.9071111111111111, + "FN": 908, + "FP": 764, + "IoU": 0.8300122000813339, + "TN": 3144340, + "TP": 8164, + "n_pred": 8928, + "n_ref": 9072 + }, + "6": { + "Dice": 0.9551792169272937, + "FN": 2442, + "FP": 4328, + "IoU": 0.9142038830029908, + "TN": 3075268, + "TP": 72138, + "n_pred": 76466, + "n_ref": 74580 + }, + "7": { + "Dice": 0.4588412989535009, + "FN": 659, + "FP": 29437, + "IoU": 0.2977248862443122, + "TN": 3111321, + "TP": 12759, + "n_pred": 42196, + "n_ref": 13418 + }, + "8": { + "Dice": 0.966679188580015, + "FN": 1988, + "FP": 1560, + "IoU": 0.9355073254080779, + "TN": 3099162, + "TP": 51466, + "n_pred": 53026, + "n_ref": 53454 + }, + "9": { + "Dice": 0.8524104395395662, + "FN": 1416, + "FP": 2469, + "IoU": 0.7427833686440678, + "TN": 3139072, + "TP": 11219, + "n_pred": 13688, + "n_ref": 12635 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9809636929793586, + "FN": 579, + "FP": 1200, + "IoU": 0.9626386088709677, + "TN": 3106560, + "TP": 45837, + "n_pred": 47037, + "n_ref": 46416 + }, + "10": { + "Dice": 0.923254899238796, + "FN": 1242, + "FP": 2075, + "IoU": 0.8574498259486871, + "TN": 3130907, + "TP": 19952, + "n_pred": 22027, + "n_ref": 21194 + }, + "11": { + "Dice": 0.8054465728132933, + "FN": 223, + "FP": 620, + "IoU": 0.6742658423493045, + "TN": 3151588, + "TP": 1745, + "n_pred": 2365, + "n_ref": 1968 + }, + "12": { + "Dice": 0.7721518987341772, + "FN": 21, + "FP": 51, + "IoU": 0.6288659793814433, + "TN": 3153982, + "TP": 122, + "n_pred": 173, + "n_ref": 143 + }, + "13": { + "Dice": 0.8246705054382597, + "FN": 10051, + "FP": 3651, + "IoU": 0.7016504812089013, + "TN": 3108250, + "TP": 32224, + "n_pred": 35875, + "n_ref": 42275 + }, + "14": { + "Dice": 0.9189350300972572, + "FN": 11798, + "FP": 713, + "IoU": 0.8500275706648126, + "TN": 3070754, + "TP": 70911, + "n_pred": 71624, + "n_ref": 82709 + }, + "15": { + "Dice": 0.9218788506087042, + "FN": 271, + "FP": 6069, + "IoU": 0.8550790893297979, + "TN": 3110428, + "TP": 37408, + "n_pred": 43477, + "n_ref": 37679 + }, + "2": { + "Dice": 0.9465284974093264, + "FN": 370, + "FP": 662, + "IoU": 0.898485146566988, + "TN": 3144010, + "TP": 9134, + "n_pred": 9796, + "n_ref": 9504 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8452366898831307, + "FN": 2613, + "FP": 1320, + "IoU": 0.7319566550807606, + "TN": 3139503, + "TP": 10740, + "n_pred": 12060, + "n_ref": 13353 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9626083371659927, + "FN": 6591, + "FP": 9100, + "IoU": 0.9279121585923322, + "TN": 2936511, + "TP": 201974, + "n_pred": 211074, + "n_ref": 208565 + }, + "7": { + "Dice": 0.9202609196378844, + "FN": 5956, + "FP": 2491, + "IoU": 0.8522993530337472, + "TN": 3096986, + "TP": 48743, + "n_pred": 51234, + "n_ref": 54699 + }, + "8": { + "Dice": 0.9626041391789497, + "FN": 540, + "FP": 1444, + "IoU": 0.9279043569897162, + "TN": 3126657, + "TP": 25535, + "n_pred": 26979, + "n_ref": 26075 + }, + "9": { + "Dice": 0.9184471486220165, + "FN": 1652, + "FP": 955, + "IoU": 0.8491930352287846, + "TN": 3136889, + "TP": 14680, + "n_pred": 15635, + "n_ref": 16332 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9765512460873615, + "FN": 3517, + "FP": 2978, + "IoU": 0.9541769847821026, + "TN": 2837203, + "TP": 135246, + "n_pred": 138224, + "n_ref": 138763 + }, + "10": { + "Dice": 0.76129618806416, + "FN": 17041, + "FP": 1338, + "IoU": 0.614590978673433, + "TN": 2931257, + "TP": 29308, + "n_pred": 30646, + "n_ref": 46349 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 10, + "FP": 0, + "IoU": 0.0, + "TN": 2978934, + "TP": 0, + "n_pred": 0, + "n_ref": 10 + }, + "13": { + "Dice": 0.7883183299937195, + "FN": 9439, + "FP": 18873, + "IoU": 0.6505985437492287, + "TN": 2897914, + "TP": 52718, + "n_pred": 71591, + "n_ref": 62157 + }, + "14": { + "Dice": 0.9312217194570136, + "FN": 684, + "FP": 228, + "IoU": 0.8712955122777307, + "TN": 2971858, + "TP": 6174, + "n_pred": 6402, + "n_ref": 6858 + }, + "15": { + "Dice": 0.9361366521755857, + "FN": 2210, + "FP": 1110, + "IoU": 0.8799406935956315, + "TN": 2951291, + "TP": 24333, + "n_pred": 25443, + "n_ref": 26543 + }, + "2": { + "Dice": 0.943126022913257, + "FN": 113, + "FP": 165, + "IoU": 0.8923732094463802, + "TN": 2976361, + "TP": 2305, + "n_pred": 2470, + "n_ref": 2418 + }, + "3": { + "Dice": 0.9766522056187968, + "FN": 4086, + "FP": 1581, + "IoU": 0.9543697763176965, + "TN": 2854750, + "TP": 118527, + "n_pred": 120108, + "n_ref": 122613 + }, + "4": { + "Dice": 0.8364189703271621, + "FN": 391, + "FP": 254, + "IoU": 0.7188317349607672, + "TN": 2976650, + "TP": 1649, + "n_pred": 1903, + "n_ref": 2040 + }, + "5": { + "Dice": 0.8299930891499654, + "FN": 1059, + "FP": 909, + "IoU": 0.70939161252215, + "TN": 2972172, + "TP": 4804, + "n_pred": 5713, + "n_ref": 5863 + }, + "6": { + "Dice": 0.924110156144535, + "FN": 3455, + "FP": 3291, + "IoU": 0.8589263681800121, + "TN": 2931125, + "TP": 41073, + "n_pred": 44364, + "n_ref": 44528 + }, + "7": { + "Dice": 0.9664138172482203, + "FN": 9543, + "FP": 7725, + "IoU": 0.9350103874988709, + "TN": 2713240, + "TP": 248436, + "n_pred": 256161, + "n_ref": 257979 + }, + "8": { + "Dice": 0.9446440354864726, + "FN": 983, + "FP": 2037, + "IoU": 0.8950951785466167, + "TN": 2950156, + "TP": 25768, + "n_pred": 27805, + "n_ref": 26751 + }, + "9": { + "Dice": 0.9750247885680956, + "FN": 1264, + "FP": 877, + "IoU": 0.9512667015682972, + "TN": 2935011, + "TP": 41792, + "n_pred": 42669, + "n_ref": 43056 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9634909090909091, + "FN": 166, + "FP": 85, + "IoU": 0.9295537468425484, + "TN": 2099221, + "TP": 3312, + "n_pred": 3397, + "n_ref": 3478 + }, + "10": { + "Dice": 0.8151912518716821, + "FN": 2952, + "FP": 1121, + "IoU": 0.6880361519607843, + "TN": 2089728, + "TP": 8983, + "n_pred": 10104, + "n_ref": 11935 + }, + "11": { + "Dice": 0.5258215962441315, + "FN": 180, + "FP": 22, + "IoU": 0.35668789808917195, + "TN": 2102470, + "TP": 112, + "n_pred": 134, + "n_ref": 292 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8769939592505375, + "FN": 2981, + "FP": 3026, + "IoU": 0.7809343204113636, + "TN": 2075363, + "TP": 21414, + "n_pred": 24440, + "n_ref": 24395 + }, + "14": { + "Dice": 0.8996364737958195, + "FN": 2539, + "FP": 4087, + "IoU": 0.8175811469316961, + "TN": 2066461, + "TP": 29697, + "n_pred": 33784, + "n_ref": 32236 + }, + "15": { + "Dice": 0.8993189312459552, + "FN": 1997, + "FP": 1270, + "IoU": 0.8170567812744989, + "TN": 2084926, + "TP": 14591, + "n_pred": 15861, + "n_ref": 16588 + }, + "2": { + "Dice": 0.9248935402381812, + "FN": 1714, + "FP": 3489, + "IoU": 0.8602808883160128, + "TN": 2065545, + "TP": 32036, + "n_pred": 35525, + "n_ref": 33750 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8600550641438697, + "FN": 3719, + "FP": 1059, + "IoU": 0.7544707091469681, + "TN": 2083324, + "TP": 14682, + "n_pred": 15741, + "n_ref": 18401 + }, + "5": { + "Dice": 0.9260536128896081, + "FN": 458, + "FP": 593, + "IoU": 0.86229035639413, + "TN": 2095152, + "TP": 6581, + "n_pred": 7174, + "n_ref": 7039 + }, + "6": { + "Dice": 0.9758656099423365, + "FN": 6271, + "FP": 2895, + "IoU": 0.9528687049434897, + "TN": 1908306, + "TP": 185312, + "n_pred": 188207, + "n_ref": 191583 + }, + "7": { + "Dice": 0.9365755513290055, + "FN": 3876, + "FP": 4194, + "IoU": 0.8807165873414727, + "TN": 2035130, + "TP": 59584, + "n_pred": 63778, + "n_ref": 63460 + }, + "8": { + "Dice": 0.8840472948337315, + "FN": 9922, + "FP": 5661, + "IoU": 0.7921906463787056, + "TN": 2027797, + "TP": 59404, + "n_pred": 65065, + "n_ref": 69326 + }, + "9": { + "Dice": 0.9164017426115625, + "FN": 491, + "FP": 929, + "IoU": 0.8457024883190264, + "TN": 2093581, + "TP": 7783, + "n_pred": 8712, + "n_ref": 8274 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9797077696602683, + "FN": 1439, + "FP": 1483, + "IoU": 0.9602227092663935, + "TN": 1153165, + "TP": 70537, + "n_pred": 72020, + "n_ref": 71976 + }, + "10": { + "Dice": 0.9112602338795797, + "FN": 4851, + "FP": 1880, + "IoU": 0.8369862681940374, + "TN": 1185333, + "TP": 34560, + "n_pred": 36440, + "n_ref": 39411 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8867170146601511, + "FN": 508, + "FP": 257, + "IoU": 0.7964884277733439, + "TN": 1222865, + "TP": 2994, + "n_pred": 3251, + "n_ref": 3502 + }, + "13": { + "Dice": 0.8733551547637354, + "FN": 2848, + "FP": 2917, + "IoU": 0.7751823109620559, + "TN": 1200981, + "TP": 19878, + "n_pred": 22795, + "n_ref": 22726 + }, + "14": { + "Dice": 0.8477249833901284, + "FN": 4693, + "FP": 2412, + "IoU": 0.735696748753813, + "TN": 1199742, + "TP": 19777, + "n_pred": 22189, + "n_ref": 24470 + }, + "15": { + "Dice": 0.9369997897106667, + "FN": 8385, + "FP": 1801, + "IoU": 0.8814671724812065, + "TN": 1140690, + "TP": 75748, + "n_pred": 77549, + "n_ref": 84133 + }, + "2": { + "Dice": 0.9793551179398399, + "FN": 314, + "FP": 163, + "IoU": 0.9595454159952506, + "TN": 1214833, + "TP": 11314, + "n_pred": 11477, + "n_ref": 11628 + }, + "3": { + "Dice": 0.9800374747765926, + "FN": 605, + "FP": 503, + "IoU": 0.9608563555429944, + "TN": 1198318, + "TP": 27198, + "n_pred": 27701, + "n_ref": 27803 + }, + "4": { + "Dice": 0.7966053140442598, + "FN": 580, + "FP": 5100, + "IoU": 0.6619651252752484, + "TN": 1209821, + "TP": 11123, + "n_pred": 16223, + "n_ref": 11703 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9712713465170965, + "FN": 5037, + "FP": 925, + "IoU": 0.9441472668509063, + "TN": 1119879, + "TP": 100783, + "n_pred": 101708, + "n_ref": 105820 + }, + "7": { + "Dice": 0.9037305801101102, + "FN": 11115, + "FP": 2629, + "IoU": 0.8243690499009648, + "TN": 1148369, + "TP": 64511, + "n_pred": 67140, + "n_ref": 75626 + }, + "8": { + "Dice": 0.9834213019353092, + "FN": 282, + "FP": 208, + "IoU": 0.9673833455368435, + "TN": 1211601, + "TP": 14533, + "n_pred": 14741, + "n_ref": 14815 + }, + "9": { + "Dice": 0.9592769072063664, + "FN": 358, + "FP": 471, + "IoU": 0.9217407722080619, + "TN": 1216031, + "TP": 9764, + "n_pred": 10235, + "n_ref": 10122 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9711753076972132, + "FN": 1483, + "FP": 1229, + "IoU": 0.9439657844170334, + "TN": 3631473, + "TP": 45687, + "n_pred": 46916, + "n_ref": 47170 + }, + "10": { + "Dice": 0.8741768712617219, + "FN": 16009, + "FP": 10665, + "IoU": 0.7764779821510873, + "TN": 3560537, + "TP": 92661, + "n_pred": 103326, + "n_ref": 108670 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7818257956448911, + "FN": 1804, + "FP": 280, + "IoU": 0.6418013062908215, + "TN": 3674054, + "TP": 3734, + "n_pred": 4014, + "n_ref": 5538 + }, + "13": { + "Dice": 0.7138024210198419, + "FN": 37989, + "FP": 1518, + "IoU": 0.5549710500822312, + "TN": 3591098, + "TP": 49267, + "n_pred": 50785, + "n_ref": 87256 + }, + "14": { + "Dice": 0.9113021040848465, + "FN": 4291, + "FP": 384, + "IoU": 0.8370569168031787, + "TN": 3651181, + "TP": 24016, + "n_pred": 24400, + "n_ref": 28307 + }, + "15": { + "Dice": 0.8840688932595628, + "FN": 1331, + "FP": 4976, + "IoU": 0.7922253335529567, + "TN": 3649517, + "TP": 24048, + "n_pred": 29024, + "n_ref": 25379 + }, + "2": { + "Dice": 0.9700943421018053, + "FN": 715, + "FP": 1561, + "IoU": 0.9419254420657804, + "TN": 3640681, + "TP": 36915, + "n_pred": 38476, + "n_ref": 37630 + }, + "3": { + "Dice": 0.9744715765526373, + "FN": 3681, + "FP": 1795, + "IoU": 0.9502141084270531, + "TN": 3569881, + "TP": 104515, + "n_pred": 106310, + "n_ref": 108196 + }, + "4": { + "Dice": 0.9210241615578796, + "FN": 351, + "FP": 306, + "IoU": 0.8536096256684492, + "TN": 3675384, + "TP": 3831, + "n_pred": 4137, + "n_ref": 4182 + }, + "5": { + "Dice": 0.813934175444731, + "FN": 2927, + "FP": 1330, + "IoU": 0.6862470518867925, + "TN": 3666304, + "TP": 9311, + "n_pred": 10641, + "n_ref": 12238 + }, + "6": { + "Dice": 0.9621870472261125, + "FN": 8203, + "FP": 4298, + "IoU": 0.9271295416523366, + "TN": 3508321, + "TP": 159050, + "n_pred": 163348, + "n_ref": 167253 + }, + "7": { + "Dice": 0.8208198351664583, + "FN": 10639, + "FP": 80346, + "IoU": 0.6960936586669338, + "TN": 3380487, + "TP": 208400, + "n_pred": 288746, + "n_ref": 219039 + }, + "8": { + "Dice": 0.961825703101141, + "FN": 941, + "FP": 434, + "IoU": 0.9264587901802428, + "TN": 3661175, + "TP": 17322, + "n_pred": 17756, + "n_ref": 18263 + }, + "9": { + "Dice": 0.8651789754459501, + "FN": 1136, + "FP": 4525, + "IoU": 0.7623924449108079, + "TN": 3656047, + "TP": 18164, + "n_pred": 22689, + "n_ref": 19300 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.97969815459444, + "FN": 1106, + "FP": 2300, + "IoU": 0.9602042366247211, + "TN": 2542893, + "TP": 82181, + "n_pred": 84481, + "n_ref": 83287 + }, + "10": { + "Dice": 0.9020219788533923, + "FN": 3672, + "FP": 6688, + "IoU": 0.8215300866509329, + "TN": 2570431, + "TP": 47689, + "n_pred": 54377, + "n_ref": 51361 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.700016241676141, + "FN": 1572, + "FP": 275, + "IoU": 0.5384807596201899, + "TN": 2624478, + "TP": 2155, + "n_pred": 2430, + "n_ref": 3727 + }, + "13": { + "Dice": 0.8390985961079419, + "FN": 3049, + "FP": 4905, + "IoU": 0.7227991914685997, + "TN": 2599786, + "TP": 20740, + "n_pred": 25645, + "n_ref": 23789 + }, + "14": { + "Dice": 0.9737813791712874, + "FN": 3163, + "FP": 5159, + "IoU": 0.9489024652319406, + "TN": 2465615, + "TP": 154543, + "n_pred": 159702, + "n_ref": 157706 + }, + "15": { + "Dice": 0.8877323602165021, + "FN": 12391, + "FP": 5945, + "IoU": 0.7981283716833645, + "TN": 2537650, + "TP": 72494, + "n_pred": 78439, + "n_ref": 84885 + }, + "2": { + "Dice": 0.963237389569678, + "FN": 55, + "FP": 74, + "IoU": 0.9290819131390874, + "TN": 2626661, + "TP": 1690, + "n_pred": 1764, + "n_ref": 1745 + }, + "3": { + "Dice": 0.9699051525249935, + "FN": 972, + "FP": 789, + "IoU": 0.9415687835954609, + "TN": 2598342, + "TP": 28377, + "n_pred": 29166, + "n_ref": 29349 + }, + "4": { + "Dice": 0.8728188858822432, + "FN": 501, + "FP": 862, + "IoU": 0.7743377483443709, + "TN": 2622440, + "TP": 4677, + "n_pred": 5539, + "n_ref": 5178 + }, + "5": { + "Dice": 0.81474738279472, + "FN": 171, + "FP": 236, + "IoU": 0.6874039938556068, + "TN": 2627178, + "TP": 895, + "n_pred": 1131, + "n_ref": 1066 + }, + "6": { + "Dice": 0.9629135959871088, + "FN": 3852, + "FP": 7667, + "IoU": 0.9284796254788618, + "TN": 2467421, + "TP": 149540, + "n_pred": 157207, + "n_ref": 153392 + }, + "7": { + "Dice": 0.9466671045573473, + "FN": 5452, + "FP": 18907, + "IoU": 0.8987349665553925, + "TN": 2387933, + "TP": 216188, + "n_pred": 235095, + "n_ref": 221640 + }, + "8": { + "Dice": 0.9392133492252682, + "FN": 282, + "FP": 840, + "IoU": 0.8853932584269663, + "TN": 2618690, + "TP": 8668, + "n_pred": 9508, + "n_ref": 8950 + }, + "9": { + "Dice": 0.9322190455245216, + "FN": 857, + "FP": 684, + "IoU": 0.8730433349810512, + "TN": 2616342, + "TP": 10597, + "n_pred": 11281, + "n_ref": 11454 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9230769230769231, + "FN": 321, + "FP": 60, + "IoU": 0.8571428571428571, + "TN": 3151509, + "TP": 2286, + "n_pred": 2346, + "n_ref": 2607 + }, + "10": { + "Dice": 0.9219512195121952, + "FN": 5212, + "FP": 1028, + "IoU": 0.8552036199095022, + "TN": 3111081, + "TP": 36855, + "n_pred": 37883, + "n_ref": 42067 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.2740740740740741, + "FN": 195, + "FP": 1, + "IoU": 0.15879828326180256, + "TN": 3153943, + "TP": 37, + "n_pred": 38, + "n_ref": 232 + }, + "13": { + "Dice": 0.8711000407979215, + "FN": 4164, + "FP": 1839, + "IoU": 0.7716361699699471, + "TN": 3127889, + "TP": 20284, + "n_pred": 22123, + "n_ref": 24448 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1172, + "IoU": 0.0, + "TN": 3153004, + "TP": 0, + "n_pred": 1172, + "n_ref": 0 + }, + "2": { + "Dice": 0.9739199022950485, + "FN": 937, + "FP": 1113, + "IoU": 0.9491655714533687, + "TN": 3113849, + "TP": 38277, + "n_pred": 39390, + "n_ref": 39214 + }, + "3": { + "Dice": 0.9731285815813384, + "FN": 4060, + "FP": 1914, + "IoU": 0.9476635186515515, + "TN": 3040030, + "TP": 108172, + "n_pred": 110086, + "n_ref": 112232 + }, + "4": { + "Dice": 0.8806693086745927, + "FN": 158, + "FP": 384, + "IoU": 0.7867820613690008, + "TN": 3151634, + "TP": 2000, + "n_pred": 2384, + "n_ref": 2158 + }, + "5": { + "Dice": 0.8962270073450939, + "FN": 1440, + "FP": 213, + "IoU": 0.811966784211125, + "TN": 3145385, + "TP": 7138, + "n_pred": 7351, + "n_ref": 8578 + }, + "6": { + "Dice": 0.9575200095568033, + "FN": 2584, + "FP": 8084, + "IoU": 0.91850205119978, + "TN": 3023277, + "TP": 120231, + "n_pred": 128315, + "n_ref": 122815 + }, + "7": { + "Dice": 0.9665688771398175, + "FN": 1322, + "FP": 752, + "IoU": 0.9353007237334664, + "TN": 3122120, + "TP": 29982, + "n_pred": 30734, + "n_ref": 31304 + }, + "8": { + "Dice": 0.966010689391887, + "FN": 879, + "FP": 1881, + "IoU": 0.9342559729401396, + "TN": 3112195, + "TP": 39221, + "n_pred": 41102, + "n_ref": 40100 + }, + "9": { + "Dice": 0.9598022783443653, + "FN": 1039, + "FP": 376, + "IoU": 0.9227113830019663, + "TN": 3135868, + "TP": 16893, + "n_pred": 17269, + "n_ref": 17932 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9413380958922929, + "FN": 128, + "FP": 299, + "IoU": 0.8891772644692447, + "TN": 5603571, + "TP": 3426, + "n_pred": 3725, + "n_ref": 3554 + }, + "10": { + "Dice": 0.6672381169497321, + "FN": 68102, + "FP": 4881, + "IoU": 0.5006431572177292, + "TN": 5461270, + "TP": 73171, + "n_pred": 78052, + "n_ref": 141273 + }, + "11": { + "Dice": 0.858701041150223, + "FN": 210, + "FP": 75, + "IoU": 0.7523892267593397, + "TN": 5606273, + "TP": 866, + "n_pred": 941, + "n_ref": 1076 + }, + "12": { + "Dice": 0.6212811578665237, + "FN": 1035, + "FP": 378, + "IoU": 0.45062208398133746, + "TN": 5604852, + "TP": 1159, + "n_pred": 1537, + "n_ref": 2194 + }, + "13": { + "Dice": 0.8431122212970673, + "FN": 3550, + "FP": 4929, + "IoU": 0.728776149958416, + "TN": 5576162, + "TP": 22783, + "n_pred": 27712, + "n_ref": 26333 + }, + "14": { + "Dice": 0.9229485064975146, + "FN": 96626, + "FP": 10730, + "IoU": 0.8569214304658357, + "TN": 4857095, + "TP": 642973, + "n_pred": 653703, + "n_ref": 739599 + }, + "15": { + "Dice": 0.8282089080762346, + "FN": 3427, + "FP": 9625, + "IoU": 0.7067888754099834, + "TN": 5562910, + "TP": 31462, + "n_pred": 41087, + "n_ref": 34889 + }, + "2": { + "Dice": 0.9406125035374602, + "FN": 18945, + "FP": 5188, + "IoU": 0.8878833351142166, + "TN": 5392175, + "TP": 191116, + "n_pred": 196304, + "n_ref": 210061 + }, + "3": { + "Dice": 0.9355796960038162, + "FN": 5078, + "FP": 12748, + "IoU": 0.8789570177225504, + "TN": 5460154, + "TP": 129444, + "n_pred": 142192, + "n_ref": 134522 + }, + "4": { + "Dice": 0.955828263036678, + "FN": 3505, + "FP": 4205, + "IoU": 0.9153937318936002, + "TN": 5516296, + "TP": 83418, + "n_pred": 87623, + "n_ref": 86923 + }, + "5": { + "Dice": 0.8442869983609158, + "FN": 1763, + "FP": 1182, + "IoU": 0.730533443132949, + "TN": 5596495, + "TP": 7984, + "n_pred": 9166, + "n_ref": 9747 + }, + "6": { + "Dice": 0.9477644460263656, + "FN": 9853, + "FP": 5850, + "IoU": 0.9007150941129608, + "TN": 5449263, + "TP": 142458, + "n_pred": 148308, + "n_ref": 152311 + }, + "7": { + "Dice": 0.9436943384223918, + "FN": 7204, + "FP": 6958, + "IoU": 0.8933913475508315, + "TN": 5474583, + "TP": 118679, + "n_pred": 125637, + "n_ref": 125883 + }, + "8": { + "Dice": 0.9139095911402103, + "FN": 1088, + "FP": 1384, + "IoU": 0.8414673250817675, + "TN": 5591831, + "TP": 13121, + "n_pred": 14505, + "n_ref": 14209 + }, + "9": { + "Dice": 0.939668056320302, + "FN": 1310, + "FP": 1758, + "IoU": 0.8862017804154303, + "TN": 5580464, + "TP": 23892, + "n_pred": 25650, + "n_ref": 25202 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2795738/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset278_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-mutual_information__seed-12347/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.7974951186952326, + "FN": 6520.05688888889, + "FP": 6080.025333333333, + "IoU": 0.7122637432392502, + "TN": 2863714.474666667, + "TP": 44218.77644444445, + "n_pred": 50298.80177777778, + "n_ref": 50738.83333333333 + }, + "mean": { + "1": { + "Dice": 0.8978711614220666, + "FN": 3734.846666666667, + "FP": 3345.786666666667, + "IoU": 0.8459567463961243, + "TN": 2862702.6399999997, + "TP": 50750.060000000005, + "n_pred": 54095.846666666665, + "n_ref": 54484.90666666666 + }, + "10": { + "Dice": 0.8202379639386346, + "FN": 6672.893333333333, + "FP": 5055.253333333332, + "IoU": 0.7145546675775687, + "TN": 2881632.3866666667, + "TP": 27172.8, + "n_pred": 32228.053333333333, + "n_ref": 33845.693333333336 + }, + "11": { + "Dice": 0.6165299546939137, + "FN": 228.7333333333333, + "FP": 180.49333333333334, + "IoU": 0.48659012290918635, + "TN": 2919603.2399999998, + "TP": 520.8666666666667, + "n_pred": 701.3599999999999, + "n_ref": 749.6 + }, + "12": { + "Dice": 0.5859512560201687, + "FN": 444.9, + "FP": 306.14666666666665, + "IoU": 0.47468964693078564, + "TN": 2918698.6466666665, + "TP": 1083.6399999999999, + "n_pred": 1389.7866666666664, + "n_ref": 1528.54 + }, + "13": { + "Dice": 0.7505730546442412, + "FN": 7766.553333333332, + "FP": 6174.286666666667, + "IoU": 0.6219414623937516, + "TN": 2884777.68, + "TP": 21814.813333333335, + "n_pred": 27989.1, + "n_ref": 29581.36666666667 + }, + "14": { + "Dice": 0.8092294119077306, + "FN": 5731.946666666667, + "FP": 9384.14, + "IoU": 0.7399914327363074, + "TN": 2859651.98, + "TP": 45765.26666666667, + "n_pred": 55149.40666666666, + "n_ref": 51497.21333333333 + }, + "15": { + "Dice": 0.7332608061279967, + "FN": 3876.600000000001, + "FP": 5566.64, + "IoU": 0.6424114615421577, + "TN": 2887713.2733333334, + "TP": 23376.82, + "n_pred": 28943.46, + "n_ref": 27253.420000000002 + }, + "2": { + "Dice": 0.8664387151618438, + "FN": 5447.506666666667, + "FP": 3289.0533333333333, + "IoU": 0.8130417792733873, + "TN": 2872259.82, + "TP": 39536.95333333333, + "n_pred": 42826.00666666667, + "n_ref": 44984.46 + }, + "3": { + "Dice": 0.8814096050147725, + "FN": 9062.286666666667, + "FP": 4268.206666666667, + "IoU": 0.834366409475513, + "TN": 2860250.1066666665, + "TP": 46952.73333333333, + "n_pred": 51220.939999999995, + "n_ref": 56015.02 + }, + "4": { + "Dice": 0.7522591603141514, + "FN": 2932.6, + "FP": 1516.9466666666667, + "IoU": 0.6557581004243478, + "TN": 2904639.76, + "TP": 11444.026666666667, + "n_pred": 12960.973333333333, + "n_ref": 14376.626666666667 + }, + "5": { + "Dice": 0.7299994943735403, + "FN": 1151.08, + "FP": 1097.3066666666666, + "IoU": 0.6121772869131454, + "TN": 2914412.993333333, + "TP": 3871.9533333333325, + "n_pred": 4969.26, + "n_ref": 5023.033333333333 + }, + "6": { + "Dice": 0.9253288205816806, + "FN": 29584.513333333336, + "FP": 24620.73333333333, + "IoU": 0.8711873381715973, + "TN": 2648000.746666667, + "TP": 218327.34000000003, + "n_pred": 242948.0733333333, + "n_ref": 247911.85333333333 + }, + "7": { + "Dice": 0.8316106527948849, + "FN": 16436.08, + "FP": 21092.353333333336, + "IoU": 0.7547195883879716, + "TN": 2760517.6066666665, + "TP": 122487.29333333336, + "n_pred": 143579.64666666667, + "n_ref": 138923.37333333332 + }, + "8": { + "Dice": 0.9007675372335446, + "FN": 2082.6066666666666, + "FP": 2224.7733333333335, + "IoU": 0.8419662802654809, + "TN": 2886488.3400000003, + "TP": 29737.61333333333, + "n_pred": 31962.38666666667, + "n_ref": 31820.219999999994 + }, + "9": { + "Dice": 0.8609591861993184, + "FN": 2647.7066666666665, + "FP": 3078.2599999999998, + "IoU": 0.7746038251914276, + "TN": 2894367.9, + "TP": 20439.466666666667, + "n_pred": 23517.726666666666, + "n_ref": 23087.173333333332 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/loop_003/summary.json b/nnActive_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/loop_003/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6733a73802386addd0f21b5d8744af4cf5673cd1 --- /dev/null +++ b/nnActive_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/loop_003/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.8633919562194813, + "FN": 11947.361333333332, + "FP": 9056.854666666668, + "IoU": 0.7851531516118979, + "TN": 96261313.45466667, + "TP": 174643.16933333332, + "n_pred": 183700.02400000003, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.9482412934311389, + "FN": 6327.36, + "FP": 6340.0, + "IoU": 0.9189978982225933, + "TN": 96256332.7, + "TP": 187960.78, + "n_pred": 194300.78, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.8356859856375876, + "FN": 11377.86, + "FP": 11090.92, + "IoU": 0.7323904815712861, + "TN": 96371647.36, + "TP": 62844.7, + "n_pred": 73935.62, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.7591124991823773, + "FN": 926.94, + "FP": 726.02, + "IoU": 0.6220706804978838, + "TN": 96452534.44, + "TP": 2773.44, + "n_pred": 3499.46, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.7763693075326004, + "FN": 1101.0, + "FP": 641.56, + "IoU": 0.6473130978529484, + "TN": 96452082.62, + "TP": 3135.66, + "n_pred": 3777.22, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.7538601885719319, + "FN": 14382.56, + "FP": 10824.44, + "IoU": 0.6335266496677346, + "TN": 96388278.26, + "TP": 43475.58, + "n_pred": 54300.02, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.8584619044261321, + "FN": 19841.86, + "FP": 8853.94, + "IoU": 0.7826703805962778, + "TN": 96309748.76, + "TP": 118516.28, + "n_pred": 127370.22, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.8202910841866398, + "FN": 6960.56, + "FP": 9948.92, + "IoU": 0.7293411381474044, + "TN": 96392964.88, + "TP": 47086.48, + "n_pred": 57035.4, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.9573701216182746, + "FN": 7625.62, + "FP": 5519.3, + "IoU": 0.9195486124089756, + "TN": 96294599.84, + "TP": 149216.08, + "n_pred": 154735.38, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.9591823921897205, + "FN": 5880.16, + "FP": 7008.0, + "IoU": 0.9233501089199883, + "TN": 96286550.26, + "TP": 157522.42, + "n_pred": 164530.42, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.7721660963626903, + "FN": 5201.2, + "FP": 4526.3, + "IoU": 0.6938804944581694, + "TN": 96425857.04, + "TP": 21376.3, + "n_pred": 25902.6, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.8028951763905418, + "FN": 4728.22, + "FP": 2612.8, + "IoU": 0.681576947119297, + "TN": 96437195.88, + "TP": 12423.94, + "n_pred": 15036.74, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9705867065772951, + "FN": 47298.06, + "FP": 32590.26, + "IoU": 0.9439955788401139, + "TN": 95065146.96, + "TP": 1311925.56, + "n_pred": 1344515.82, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.8869639255030506, + "FN": 33974.74, + "FP": 19758.04, + "IoU": 0.822340732679558, + "TN": 96098278.14, + "TP": 304949.92, + "n_pred": 324707.96, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.9482584183822773, + "FN": 6709.08, + "FP": 7535.26, + "IoU": 0.9023294716119924, + "TN": 96317056.4, + "TP": 125660.1, + "n_pred": 133195.36, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.9014342432999608, + "FN": 6875.2, + "FP": 7877.06, + "IoU": 0.8239650015842467, + "TN": 96371428.28, + "TP": 70780.3, + "n_pred": 78657.36, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9504751043204382, + "FN": 3515, + "FP": 5778, + "IoU": 0.9056241621643579, + "TN": 119494852, + "TP": 89175, + "n_pred": 94953, + "n_ref": 92690 + }, + "10": { + "Dice": 0.8240386025076332, + "FN": 10697, + "FP": 16908, + "IoU": 0.7007360992162007, + "TN": 119501077, + "TP": 64638, + "n_pred": 81546, + "n_ref": 75335 + }, + "11": { + "Dice": 0.7895953757225433, + "FN": 814, + "FP": 642, + "IoU": 0.6523400191021967, + "TN": 119589132, + "TP": 2732, + "n_pred": 3374, + "n_ref": 3546 + }, + "12": { + "Dice": 0.8133333333333334, + "FN": 744, + "FP": 964, + "IoU": 0.6853932584269663, + "TN": 119587891, + "TP": 3721, + "n_pred": 4685, + "n_ref": 4465 + }, + "13": { + "Dice": 0.6471163245356794, + "FN": 18664, + "FP": 18519, + "IoU": 0.47832369942196534, + "TN": 119522044, + "TP": 34093, + "n_pred": 52612, + "n_ref": 52757 + }, + "14": { + "Dice": 0.4280277577165824, + "FN": 179328, + "FP": 2828, + "IoU": 0.272287096555113, + "TN": 119343007, + "TP": 68157, + "n_pred": 70985, + "n_ref": 247485 + }, + "15": { + "Dice": 0.11561612606487222, + "FN": 21300, + "FP": 155598, + "IoU": 0.06135486917717724, + "TN": 119404859, + "TP": 11563, + "n_pred": 167161, + "n_ref": 32863 + }, + "2": { + "Dice": 0.958485311165776, + "FN": 5203, + "FP": 6543, + "IoU": 0.9202801664166796, + "TN": 119445979, + "TP": 135595, + "n_pred": 142138, + "n_ref": 140798 + }, + "3": { + "Dice": 0.959047927651928, + "FN": 7594, + "FP": 6308, + "IoU": 0.9213180444404198, + "TN": 119416634, + "TP": 162784, + "n_pred": 169092, + "n_ref": 170378 + }, + "4": { + "Dice": 0.8853463288385955, + "FN": 13392, + "FP": 3265, + "IoU": 0.7942792920747447, + "TN": 119512351, + "TP": 64312, + "n_pred": 67577, + "n_ref": 77704 + }, + "5": { + "Dice": 0.2250177022481855, + "FN": 54095, + "FP": 15951, + "IoU": 0.12677180078538927, + "TN": 119513105, + "TP": 10169, + "n_pred": 26120, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9716253264643354, + "FN": 29770, + "FP": 37524, + "IoU": 0.9448164676438221, + "TN": 118373862, + "TP": 1152164, + "n_pred": 1189688, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 40276, + "IoU": 0.0, + "TN": 119553044, + "TP": 0, + "n_pred": 40276, + "n_ref": 0 + }, + "8": { + "Dice": 0.9223198298132049, + "FN": 23552, + "FP": 20741, + "IoU": 0.8558381747465378, + "TN": 119286075, + "TP": 262952, + "n_pred": 283693, + "n_ref": 286504 + }, + "9": { + "Dice": 0.8779891016823617, + "FN": 10151, + "FP": 8299, + "IoU": 0.7825138802117101, + "TN": 119508487, + "TP": 66383, + "n_pred": 74682, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9606134748050592, + "FN": 10118, + "FP": 4515, + "IoU": 0.9242119765069039, + "TN": 72632582, + "TP": 178445, + "n_pred": 182960, + "n_ref": 188563 + }, + "10": { + "Dice": 0.8379794008040142, + "FN": 11336, + "FP": 10750, + "IoU": 0.7211398845974167, + "TN": 72746459, + "TP": 57115, + "n_pred": 67865, + "n_ref": 68451 + }, + "11": { + "Dice": 0.7246611369613595, + "FN": 456, + "FP": 905, + "IoU": 0.5682106598984772, + "TN": 72822508, + "TP": 1791, + "n_pred": 2696, + "n_ref": 2247 + }, + "12": { + "Dice": 0.7295081967213115, + "FN": 649, + "FP": 1001, + "IoU": 0.5741935483870968, + "TN": 72821785, + "TP": 2225, + "n_pred": 3226, + "n_ref": 2874 + }, + "13": { + "Dice": 0.7912820361577255, + "FN": 9938, + "FP": 11293, + "IoU": 0.6546457154011321, + "TN": 72764184, + "TP": 40245, + "n_pred": 51538, + "n_ref": 50183 + }, + "14": { + "Dice": 0.914108370016151, + "FN": 4726, + "FP": 8835, + "IoU": 0.841804416550984, + "TN": 72739937, + "TP": 72162, + "n_pred": 80997, + "n_ref": 76888 + }, + "15": { + "Dice": 0.8504196949534241, + "FN": 9250, + "FP": 2440, + "IoU": 0.7397653658645177, + "TN": 72780739, + "TP": 33231, + "n_pred": 35671, + "n_ref": 42481 + }, + "2": { + "Dice": 0.9631026043677222, + "FN": 7355, + "FP": 2490, + "IoU": 0.9288311538100091, + "TN": 72687327, + "TP": 128488, + "n_pred": 130978, + "n_ref": 135843 + }, + "3": { + "Dice": 0.9648830738448071, + "FN": 3696, + "FP": 5290, + "IoU": 0.9321488707838443, + "TN": 72693223, + "TP": 123451, + "n_pred": 128741, + "n_ref": 127147 + }, + "4": { + "Dice": 0.8748714936113967, + "FN": 3182, + "FP": 3634, + "IoU": 0.7775747291476308, + "TN": 72795016, + "TP": 23828, + "n_pred": 27462, + "n_ref": 27010 + }, + "5": { + "Dice": 0.7939409767563332, + "FN": 2559, + "FP": 597, + "IoU": 0.6582936336076224, + "TN": 72816424, + "TP": 6080, + "n_pred": 6677, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9663877458328219, + "FN": 38611, + "FP": 42720, + "IoU": 0.934961579583321, + "TN": 71575153, + "TP": 1169176, + "n_pred": 1211896, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.917521409545472, + "FN": 24281, + "FP": 14301, + "IoU": 0.8476115995607902, + "TN": 72572478, + "TP": 214600, + "n_pred": 228901, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9363293280700994, + "FN": 4231, + "FP": 3108, + "IoU": 0.8802812306286908, + "TN": 72764358, + "TP": 53963, + "n_pred": 57071, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8716246955870153, + "FN": 12845, + "FP": 6343, + "IoU": 0.7724599184138128, + "TN": 72741332, + "TP": 65140, + "n_pred": 71483, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9672930252695301, + "FN": 9811, + "FP": 7111, + "IoU": 0.9366577828352398, + "TN": 71542336, + "TP": 250230, + "n_pred": 257341, + "n_ref": 260041 + }, + "10": { + "Dice": 0.8680329039131055, + "FN": 14681, + "FP": 9351, + "IoU": 0.7668358090211411, + "TN": 71706419, + "TP": 79037, + "n_pred": 88388, + "n_ref": 93718 + }, + "11": { + "Dice": 0.6987732848705134, + "FN": 1062, + "FP": 927, + "IoU": 0.5370111731843575, + "TN": 71805192, + "TP": 2307, + "n_pred": 3234, + "n_ref": 3369 + }, + "12": { + "Dice": 0.6714364336818932, + "FN": 2849, + "FP": 733, + "IoU": 0.5053852526926264, + "TN": 71802246, + "TP": 3660, + "n_pred": 4393, + "n_ref": 6509 + }, + "13": { + "Dice": 0.8237469286473074, + "FN": 13110, + "FP": 8625, + "IoU": 0.7003143700190276, + "TN": 71736962, + "TP": 50791, + "n_pred": 59416, + "n_ref": 63901 + }, + "14": { + "Dice": 0.9594247439852667, + "FN": 31431, + "FP": 10077, + "IoU": 0.9220137980790909, + "TN": 71277240, + "TP": 490740, + "n_pred": 500817, + "n_ref": 522171 + }, + "15": { + "Dice": 0.861560932437576, + "FN": 41455, + "FP": 3282, + "IoU": 0.756791432221588, + "TN": 71625543, + "TP": 139208, + "n_pred": 142490, + "n_ref": 180663 + }, + "2": { + "Dice": 0.9502912951167728, + "FN": 7003, + "FP": 7630, + "IoU": 0.9052904779164294, + "TN": 71654984, + "TP": 139871, + "n_pred": 147501, + "n_ref": 146874 + }, + "3": { + "Dice": 0.9528841683172841, + "FN": 7719, + "FP": 9812, + "IoU": 0.9100083672557968, + "TN": 71614681, + "TP": 177276, + "n_pred": 187088, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7455977757182577, + "FN": 1103, + "FP": 7681, + "IoU": 0.5943849279645363, + "TN": 71787832, + "TP": 12872, + "n_pred": 20553, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8879152623976889, + "FN": 1122, + "FP": 1206, + "IoU": 0.798424105983202, + "TN": 71797939, + "TP": 9221, + "n_pred": 10427, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9734278321340346, + "FN": 35704, + "FP": 30492, + "IoU": 0.9482312716090803, + "TN": 70530801, + "TP": 1212491, + "n_pred": 1242983, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.94074631957721, + "FN": 15924, + "FP": 11691, + "IoU": 0.8881218323468284, + "TN": 71562657, + "TP": 219216, + "n_pred": 230907, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9359579361647459, + "FN": 6561, + "FP": 3658, + "IoU": 0.8796249396298871, + "TN": 71724595, + "TP": 74674, + "n_pred": 78332, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8685333099271483, + "FN": 13942, + "FP": 8525, + "IoU": 0.7676172153784094, + "TN": 71712807, + "TP": 74214, + "n_pred": 82739, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9715976469217776, + "FN": 5677, + "FP": 6514, + "IoU": 0.9447641227322979, + "TN": 135224802, + "TP": 208517, + "n_pred": 215031, + "n_ref": 214194 + }, + "10": { + "Dice": 0.8554546951061779, + "FN": 12382, + "FP": 12204, + "IoU": 0.7474188146580507, + "TN": 135348171, + "TP": 72753, + "n_pred": 84957, + "n_ref": 85135 + }, + "11": { + "Dice": 0.7197856437737977, + "FN": 995, + "FP": 992, + "IoU": 0.5622383784974664, + "TN": 135440971, + "TP": 2552, + "n_pred": 3544, + "n_ref": 3547 + }, + "12": { + "Dice": 0.7907835893447405, + "FN": 1441, + "FP": 711, + "IoU": 0.6539636597523718, + "TN": 135439291, + "TP": 4067, + "n_pred": 4778, + "n_ref": 5508 + }, + "13": { + "Dice": 0.792362999214549, + "FN": 7787, + "FP": 9396, + "IoU": 0.6561267986151413, + "TN": 135395541, + "TP": 32786, + "n_pred": 42182, + "n_ref": 40573 + }, + "14": { + "Dice": 0.912267613931486, + "FN": 12168, + "FP": 12999, + "IoU": 0.83868755368108, + "TN": 135289496, + "TP": 130847, + "n_pred": 143846, + "n_ref": 143015 + }, + "15": { + "Dice": 0.7998057116363275, + "FN": 15073, + "FP": 3062, + "IoU": 0.6663968653998271, + "TN": 135391149, + "TP": 36226, + "n_pred": 39288, + "n_ref": 51299 + }, + "2": { + "Dice": 0.964306978784745, + "FN": 9521, + "FP": 5286, + "IoU": 0.9310741301059001, + "TN": 135230685, + "TP": 200018, + "n_pred": 205304, + "n_ref": 209539 + }, + "3": { + "Dice": 0.9600775228818996, + "FN": 14348, + "FP": 3326, + "IoU": 0.9232202822873179, + "TN": 135215319, + "TP": 212517, + "n_pred": 215843, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8637578840812936, + "FN": 3563, + "FP": 6935, + "IoU": 0.760188230994152, + "TN": 135401734, + "TP": 33278, + "n_pred": 40213, + "n_ref": 36841 + }, + "5": { + "Dice": 0.71623891558264, + "FN": 9709, + "FP": 4819, + "IoU": 0.5579222834190427, + "TN": 135412647, + "TP": 18335, + "n_pred": 23154, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9684351889899332, + "FN": 45620, + "FP": 59772, + "IoU": 0.9388020787968527, + "TN": 133723360, + "TP": 1616758, + "n_pred": 1676530, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.9164351432425358, + "FN": 16889, + "FP": 16317, + "IoU": 0.8457593816626178, + "TN": 135230223, + "TP": 182081, + "n_pred": 198398, + "n_ref": 198970 + }, + "8": { + "Dice": 0.9200896559374169, + "FN": 28347, + "FP": 17038, + "IoU": 0.8520055956460917, + "TN": 135138843, + "TP": 261282, + "n_pred": 278320, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8753377280163708, + "FN": 15905, + "FP": 7488, + "IoU": 0.7783116316976555, + "TN": 135339988, + "TP": 82129, + "n_pred": 89617, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9356649006952196, + "FN": 11874, + "FP": 21727, + "IoU": 0.8791074364703301, + "TN": 105476064, + "TP": 244340, + "n_pred": 266067, + "n_ref": 256214 + }, + "10": { + "Dice": 0.45139813581890814, + "FN": 33026, + "FP": 33718, + "IoU": 0.29148753224419605, + "TN": 105659802, + "TP": 27459, + "n_pred": 61177, + "n_ref": 60485 + }, + "11": { + "Dice": 0.7336339044183949, + "FN": 435, + "FP": 1042, + "IoU": 0.5793221304471661, + "TN": 105750494, + "TP": 2034, + "n_pred": 3076, + "n_ref": 2469 + }, + "12": { + "Dice": 0.6971386101820884, + "FN": 1590, + "FP": 855, + "IoU": 0.5350827153451226, + "TN": 105748746, + "TP": 2814, + "n_pred": 3669, + "n_ref": 4404 + }, + "13": { + "Dice": 0.6374941212272112, + "FN": 34815, + "FP": 17599, + "IoU": 0.46788357478604276, + "TN": 105655504, + "TP": 46087, + "n_pred": 63686, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9576313079299691, + "FN": 10929, + "FP": 5527, + "IoU": 0.918706898255182, + "TN": 105551577, + "TP": 185972, + "n_pred": 191499, + "n_ref": 196901 + }, + "15": { + "Dice": 0.8689514290404363, + "FN": 4111, + "FP": 3074, + "IoU": 0.7682706572921371, + "TN": 105722999, + "TP": 23821, + "n_pred": 26895, + "n_ref": 27932 + }, + "2": { + "Dice": 0.9419351884858018, + "FN": 8878, + "FP": 8877, + "IoU": 0.890243374730322, + "TN": 105592238, + "TP": 144012, + "n_pred": 152889, + "n_ref": 152890 + }, + "3": { + "Dice": 0.9526744914291017, + "FN": 7177, + "FP": 9145, + "IoU": 0.9096259793471941, + "TN": 105573400, + "TP": 164283, + "n_pred": 173428, + "n_ref": 171460 + }, + "4": { + "Dice": 0.709168292250399, + "FN": 16860, + "FP": 2820, + "IoU": 0.5493886522874021, + "TN": 105710331, + "TP": 23994, + "n_pred": 26814, + "n_ref": 40854 + }, + "5": { + "Dice": 0.7788708466674569, + "FN": 2508, + "FP": 3089, + "IoU": 0.6378283939433157, + "TN": 105738551, + "TP": 9857, + "n_pred": 12946, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9638352643395331, + "FN": 60657, + "FP": 50103, + "IoU": 0.9301950077708158, + "TN": 104167299, + "TP": 1475946, + "n_pred": 1526049, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.8870613898076961, + "FN": 19913, + "FP": 43356, + "IoU": 0.7970443128524595, + "TN": 105442267, + "TP": 248469, + "n_pred": 291825, + "n_ref": 268382 + }, + "8": { + "Dice": 0.9113369452548115, + "FN": 3386, + "FP": 13208, + "IoU": 0.8371157092936511, + "TN": 105652129, + "TP": 85282, + "n_pred": 98490, + "n_ref": 88668 + }, + "9": { + "Dice": 0.8440884000462827, + "FN": 12799, + "FP": 10108, + "IoU": 0.7302361184714126, + "TN": 105669090, + "TP": 62008, + "n_pred": 72116, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9687192322748247, + "FN": 8261, + "FP": 7561, + "IoU": 0.9393360785847386, + "TN": 96877066, + "TP": 244992, + "n_pred": 252553, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8321236542054887, + "FN": 14378, + "FP": 25243, + "IoU": 0.7125100676984697, + "TN": 97000063, + "TP": 98196, + "n_pred": 123439, + "n_ref": 112574 + }, + "11": { + "Dice": 0.79773851590106, + "FN": 739, + "FP": 692, + "IoU": 0.6635316247354809, + "TN": 97133627, + "TP": 2822, + "n_pred": 3514, + "n_ref": 3561 + }, + "12": { + "Dice": 0.8376951589351904, + "FN": 789, + "FP": 656, + "IoU": 0.7207189795129494, + "TN": 97132706, + "TP": 3729, + "n_pred": 4385, + "n_ref": 4518 + }, + "13": { + "Dice": 0.7591998720999126, + "FN": 9533, + "FP": 16072, + "IoU": 0.6118631478421683, + "TN": 97071911, + "TP": 40364, + "n_pred": 56436, + "n_ref": 49897 + }, + "14": { + "Dice": 0.9581708573822907, + "FN": 10635, + "FP": 11527, + "IoU": 0.9197005710310444, + "TN": 96861888, + "TP": 253830, + "n_pred": 265357, + "n_ref": 264465 + }, + "15": { + "Dice": 0.8261799925928974, + "FN": 2295, + "FP": 6153, + "IoU": 0.7038387379491674, + "TN": 97109355, + "TP": 20077, + "n_pred": 26230, + "n_ref": 22372 + }, + "2": { + "Dice": 0.9437196083704635, + "FN": 8167, + "FP": 7319, + "IoU": 0.8934366441419743, + "TN": 96992558, + "TP": 129836, + "n_pred": 137155, + "n_ref": 138003 + }, + "3": { + "Dice": 0.9437382550760217, + "FN": 9308, + "FP": 8476, + "IoU": 0.8934700699057739, + "TN": 96970941, + "TP": 149155, + "n_pred": 157631, + "n_ref": 158463 + }, + "4": { + "Dice": 0.9124934957744962, + "FN": 2068, + "FP": 2809, + "IoU": 0.8390694604850685, + "TN": 97107575, + "TP": 25428, + "n_pred": 28237, + "n_ref": 27496 + }, + "5": { + "Dice": 0.8459954841280383, + "FN": 1894, + "FP": 2744, + "IoU": 0.733095471024918, + "TN": 97120503, + "TP": 12739, + "n_pred": 15483, + "n_ref": 14633 + }, + "6": { + "Dice": 0.9761907471537145, + "FN": 42120, + "FP": 29012, + "IoU": 0.9534888891068457, + "TN": 95608525, + "TP": 1458223, + "n_pred": 1487235, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.9494390054268318, + "FN": 11853, + "FP": 13964, + "IoU": 0.9037447709664671, + "TN": 96869666, + "TP": 242397, + "n_pred": 256361, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9360878134617084, + "FN": 6234, + "FP": 10401, + "IoU": 0.8798543952273992, + "TN": 96999423, + "TP": 121822, + "n_pred": 132223, + "n_ref": 128056 + }, + "9": { + "Dice": 0.8354046156201532, + "FN": 5829, + "FP": 18898, + "IoU": 0.7173346441390979, + "TN": 97050402, + "TP": 62751, + "n_pred": 81649, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9723052218048347, + "FN": 3973, + "FP": 5685, + "IoU": 0.9461031061307856, + "TN": 130587598, + "TP": 169536, + "n_pred": 175221, + "n_ref": 173509 + }, + "10": { + "Dice": 0.8888357421723505, + "FN": 8493, + "FP": 8705, + "IoU": 0.7999139064372389, + "TN": 130680839, + "TP": 68755, + "n_pred": 77460, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7803433984606276, + "FN": 754, + "FP": 1101, + "IoU": 0.6398058252427185, + "TN": 130761642, + "TP": 3295, + "n_pred": 4396, + "n_ref": 4049 + }, + "12": { + "Dice": 0.8455557249580729, + "FN": 555, + "FP": 458, + "IoU": 0.7324352879027998, + "TN": 130763006, + "TP": 2773, + "n_pred": 3231, + "n_ref": 3328 + }, + "13": { + "Dice": 0.844944204540596, + "FN": 11961, + "FP": 6172, + "IoU": 0.731518085846696, + "TN": 130699253, + "TP": 49406, + "n_pred": 55578, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9538157250201023, + "FN": 4627, + "FP": 10364, + "IoU": 0.911709101189109, + "TN": 130597001, + "TP": 154800, + "n_pred": 165164, + "n_ref": 159427 + }, + "15": { + "Dice": 0.8717468957305664, + "FN": 3165, + "FP": 4375, + "IoU": 0.7726518920548772, + "TN": 130733627, + "TP": 25625, + "n_pred": 30000, + "n_ref": 28790 + }, + "2": { + "Dice": 0.9437735077424512, + "FN": 14022, + "FP": 4126, + "IoU": 0.8935332664542964, + "TN": 130596335, + "TP": 152309, + "n_pred": 156435, + "n_ref": 166331 + }, + "3": { + "Dice": 0.9458419284493429, + "FN": 5570, + "FP": 12808, + "IoU": 0.8972486707406393, + "TN": 130587933, + "TP": 160481, + "n_pred": 173289, + "n_ref": 166051 + }, + "4": { + "Dice": 0.9067046120364946, + "FN": 2855, + "FP": 2718, + "IoU": 0.8293317817112758, + "TN": 130734138, + "TP": 27081, + "n_pred": 29799, + "n_ref": 29936 + }, + "5": { + "Dice": 0.7779053084648494, + "FN": 6910, + "FP": 7022, + "IoU": 0.6365343977459498, + "TN": 130728461, + "TP": 24399, + "n_pred": 31421, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9678265374762909, + "FN": 28546, + "FP": 58455, + "IoU": 0.9376588069895856, + "TN": 129371230, + "TP": 1308561, + "n_pred": 1367016, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.9403029694576445, + "FN": 24081, + "FP": 29435, + "IoU": 0.887331890489865, + "TN": 130291804, + "TP": 421472, + "n_pred": 450907, + "n_ref": 445553 + }, + "8": { + "Dice": 0.9023037323302023, + "FN": 10863, + "FP": 36638, + "IoU": 0.8219976316815061, + "TN": 130499936, + "TP": 219355, + "n_pred": 255993, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8964371151809875, + "FN": 10596, + "FP": 10530, + "IoU": 0.8123117653852646, + "TN": 130654233, + "TP": 91433, + "n_pred": 101963, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.924648325985998, + "FN": 8611, + "FP": 22720, + "IoU": 0.8598566853339535, + "TN": 72012444, + "TP": 192233, + "n_pred": 214953, + "n_ref": 200844 + }, + "10": { + "Dice": 0.7020343451924486, + "FN": 21925, + "FP": 12656, + "IoU": 0.5408728209349567, + "TN": 72160689, + "TP": 40738, + "n_pred": 53394, + "n_ref": 62663 + }, + "11": { + "Dice": 0.7163886162904809, + "FN": 862, + "FP": 583, + "IoU": 0.5581039755351682, + "TN": 72232738, + "TP": 1825, + "n_pred": 2408, + "n_ref": 2687 + }, + "12": { + "Dice": 0.7002222512746764, + "FN": 1393, + "FP": 900, + "IoU": 0.5387246026956347, + "TN": 72231037, + "TP": 2678, + "n_pred": 3578, + "n_ref": 4071 + }, + "13": { + "Dice": 0.6914529420984467, + "FN": 28528, + "FP": 8875, + "IoU": 0.5284127444429034, + "TN": 72156695, + "TP": 41910, + "n_pred": 50785, + "n_ref": 70438 + }, + "14": { + "Dice": 0.5692307692307692, + "FN": 22193, + "FP": 55983, + "IoU": 0.3978494623655914, + "TN": 72106180, + "TP": 51652, + "n_pred": 107635, + "n_ref": 73845 + }, + "15": { + "Dice": 0.7238078459008691, + "FN": 3666, + "FP": 15146, + "IoU": 0.5671621186323685, + "TN": 72192546, + "TP": 24650, + "n_pred": 39796, + "n_ref": 28316 + }, + "2": { + "Dice": 0.9429098174132385, + "FN": 5059, + "FP": 9743, + "IoU": 0.8919861644215473, + "TN": 72098970, + "TP": 122236, + "n_pred": 131979, + "n_ref": 127295 + }, + "3": { + "Dice": 0.9431688966659008, + "FN": 8161, + "FP": 11131, + "IoU": 0.8924499796517948, + "TN": 72056631, + "TP": 160085, + "n_pred": 171216, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 78376, + "IoU": 0.0, + "TN": 72157632, + "TP": 0, + "n_pred": 78376, + "n_ref": 0 + }, + "5": { + "Dice": 0.8305943787436646, + "FN": 115, + "FP": 3194, + "IoU": 0.7102705542421854, + "TN": 72224587, + "TP": 8112, + "n_pred": 11306, + "n_ref": 8227 + }, + "6": { + "Dice": 0.9284032427853746, + "FN": 148331, + "FP": 61965, + "IoU": 0.8663736956413994, + "TN": 70662246, + "TP": 1363466, + "n_pred": 1425431, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.6509443231268046, + "FN": 133877, + "FP": 86389, + "IoU": 0.4825185011159403, + "TN": 71810358, + "TP": 205384, + "n_pred": 291773, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9330716186611383, + "FN": 4118, + "FP": 4986, + "IoU": 0.8745400675256666, + "TN": 72163443, + "TP": 63461, + "n_pred": 68447, + "n_ref": 67579 + }, + "9": { + "Dice": 0.745358788676761, + "FN": 15654, + "FP": 7554, + "IoU": 0.5940812257319761, + "TN": 72178834, + "TP": 33966, + "n_pred": 41520, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9277470782341798, + "FN": 6474, + "FP": 6379, + "IoU": 0.8652315693449791, + "TN": 52457749, + "TP": 82518, + "n_pred": 88897, + "n_ref": 88992 + }, + "10": { + "Dice": 0.5278143631300082, + "FN": 20935, + "FP": 26030, + "IoU": 0.3585243259485891, + "TN": 52479906, + "TP": 26249, + "n_pred": 52279, + "n_ref": 47184 + }, + "11": { + "Dice": 0.13939651508712284, + "FN": 1878, + "FP": 147, + "IoU": 0.0749200548195523, + "TN": 52550931, + "TP": 164, + "n_pred": 311, + "n_ref": 2042 + }, + "12": { + "Dice": 0.2328407224958949, + "FN": 3357, + "FP": 1315, + "IoU": 0.13175989593012452, + "TN": 52547739, + "TP": 709, + "n_pred": 2024, + "n_ref": 4066 + }, + "13": { + "Dice": 0.4436284013411491, + "FN": 11890, + "FP": 12503, + "IoU": 0.28504015475701977, + "TN": 52519002, + "TP": 9725, + "n_pred": 22228, + "n_ref": 21615 + }, + "14": { + "Dice": 0.8748695029464293, + "FN": 5137, + "FP": 9366, + "IoU": 0.7775715841295646, + "TN": 52487917, + "TP": 50700, + "n_pred": 60066, + "n_ref": 55837 + }, + "15": { + "Dice": 0.32215463006291273, + "FN": 9779, + "FP": 55406, + "IoU": 0.19200495816547877, + "TN": 52472445, + "TP": 15490, + "n_pred": 70896, + "n_ref": 25269 + }, + "2": { + "Dice": 0.916835009016958, + "FN": 16620, + "FP": 4870, + "IoU": 0.84644077001129, + "TN": 52413174, + "TP": 118456, + "n_pred": 123326, + "n_ref": 135076 + }, + "3": { + "Dice": 0.929003740700786, + "FN": 10474, + "FP": 9796, + "IoU": 0.8674201544911668, + "TN": 52400231, + "TP": 132619, + "n_pred": 142415, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 89, + "IoU": 0.0, + "TN": 52551151, + "TP": 0, + "n_pred": 89, + "n_ref": 1880 + }, + "5": { + "Dice": 0.8160886867538374, + "FN": 540, + "FP": 2048, + "IoU": 0.6893157262905162, + "TN": 52544790, + "TP": 5742, + "n_pred": 7790, + "n_ref": 6282 + }, + "6": { + "Dice": 0.9451636969353208, + "FN": 48796, + "FP": 35217, + "IoU": 0.8960287906182979, + "TN": 51745079, + "TP": 724028, + "n_pred": 759245, + "n_ref": 772824 + }, + "7": { + "Dice": 0.5890891932775442, + "FN": 108168, + "FP": 10268, + "IoU": 0.41752404933802845, + "TN": 52349788, + "TP": 84896, + "n_pred": 95164, + "n_ref": 193064 + }, + "8": { + "Dice": 0.9140044774528269, + "FN": 8090, + "FP": 1590, + "IoU": 0.8416282189718923, + "TN": 52491998, + "TP": 51442, + "n_pred": 53032, + "n_ref": 59532 + }, + "9": { + "Dice": 0.8677526032060368, + "FN": 11047, + "FP": 9388, + "IoU": 0.7663984087427697, + "TN": 52465642, + "TP": 67043, + "n_pred": 76431, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9737855146918444, + "FN": 12189, + "FP": 2915, + "IoU": 0.9489103190737289, + "TN": 143841613, + "TP": 280533, + "n_pred": 283448, + "n_ref": 292722 + }, + "10": { + "Dice": 0.8971856559237403, + "FN": 11313, + "FP": 8619, + "IoU": 0.8135418810454826, + "TN": 144030352, + "TP": 86966, + "n_pred": 95585, + "n_ref": 98279 + }, + "11": { + "Dice": 0.7052767052767053, + "FN": 2509, + "FP": 926, + "IoU": 0.5447316103379721, + "TN": 144129705, + "TP": 4110, + "n_pred": 5036, + "n_ref": 6619 + }, + "12": { + "Dice": 0.7280832095096582, + "FN": 1971, + "FP": 774, + "IoU": 0.572429906542056, + "TN": 144130830, + "TP": 3675, + "n_pred": 4449, + "n_ref": 5646 + }, + "13": { + "Dice": 0.8845139863731297, + "FN": 13882, + "FP": 9729, + "IoU": 0.7929404542664211, + "TN": 144023220, + "TP": 90419, + "n_pred": 100148, + "n_ref": 104301 + }, + "14": { + "Dice": 0.9644457460828818, + "FN": 14920, + "FP": 14216, + "IoU": 0.9313328996860771, + "TN": 143712942, + "TP": 395172, + "n_pred": 409388, + "n_ref": 410092 + }, + "15": { + "Dice": 0.8501682120292114, + "FN": 1944, + "FP": 5360, + "IoU": 0.7393848569185756, + "TN": 144109224, + "TP": 20722, + "n_pred": 26082, + "n_ref": 22666 + }, + "2": { + "Dice": 0.961656670980914, + "FN": 6153, + "FP": 4364, + "IoU": 0.9261451815647362, + "TN": 143994849, + "TP": 131884, + "n_pred": 136248, + "n_ref": 138037 + }, + "3": { + "Dice": 0.9618384441272725, + "FN": 7407, + "FP": 5828, + "IoU": 0.9264824329954173, + "TN": 143957225, + "TP": 166790, + "n_pred": 172618, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9274038691187008, + "FN": 2632, + "FP": 4967, + "IoU": 0.8646347328856191, + "TN": 144081113, + "TP": 48538, + "n_pred": 53505, + "n_ref": 51170 + }, + "5": { + "Dice": 0.8162867525602907, + "FN": 7423, + "FP": 3699, + "IoU": 0.6895983924534621, + "TN": 144101419, + "TP": 24709, + "n_pred": 28408, + "n_ref": 32132 + }, + "6": { + "Dice": 0.9779240784021548, + "FN": 35534, + "FP": 24200, + "IoU": 0.9568017969480521, + "TN": 142754461, + "TP": 1323055, + "n_pred": 1347255, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.9447517076022677, + "FN": 17175, + "FP": 9946, + "IoU": 0.8952885443250569, + "TN": 143878243, + "TP": 231886, + "n_pred": 241832, + "n_ref": 249061 + }, + "8": { + "Dice": 0.9055251752188536, + "FN": 12773, + "FP": 32370, + "IoU": 0.8273604423929297, + "TN": 143875763, + "TP": 216344, + "n_pred": 248714, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8941899256128136, + "FN": 8151, + "FP": 12275, + "IoU": 0.8086288471447979, + "TN": 144030515, + "TP": 86309, + "n_pred": 98584, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9672074884462226, + "FN": 8286, + "FP": 5664, + "IoU": 0.9364973870609443, + "TN": 111559244, + "TP": 205726, + "n_pred": 211390, + "n_ref": 214012 + }, + "10": { + "Dice": 0.7174373817717711, + "FN": 14523, + "FP": 10273, + "IoU": 0.5593780541981341, + "TN": 111722645, + "TP": 31479, + "n_pred": 41752, + "n_ref": 46002 + }, + "11": { + "Dice": 0.7399103139013453, + "FN": 1320, + "FP": 420, + "IoU": 0.5871886120996441, + "TN": 111774705, + "TP": 2475, + "n_pred": 2895, + "n_ref": 3795 + }, + "12": { + "Dice": 0.7430890185138219, + "FN": 1730, + "FP": 296, + "IoU": 0.5912025827280064, + "TN": 111773964, + "TP": 2930, + "n_pred": 3226, + "n_ref": 4660 + }, + "13": { + "Dice": 0.7788503769035646, + "FN": 9496, + "FP": 15177, + "IoU": 0.6378009395184968, + "TN": 111710800, + "TP": 43447, + "n_pred": 58624, + "n_ref": 52943 + }, + "14": { + "Dice": 0.8869719233796903, + "FN": 10850, + "FP": 9826, + "IoU": 0.7968998644427417, + "TN": 111677118, + "TP": 81126, + "n_pred": 90952, + "n_ref": 91976 + }, + "15": { + "Dice": 0.7631356444014977, + "FN": 1255, + "FP": 4628, + "IoU": 0.6169921875, + "TN": 111763560, + "TP": 9477, + "n_pred": 14105, + "n_ref": 10732 + }, + "2": { + "Dice": 0.9643239177261871, + "FN": 8882, + "FP": 5726, + "IoU": 0.9311057136793454, + "TN": 111566885, + "TP": 197427, + "n_pred": 203153, + "n_ref": 206309 + }, + "3": { + "Dice": 0.9404260647706106, + "FN": 3358, + "FP": 4254, + "IoU": 0.8875511500450564, + "TN": 111711227, + "TP": 60081, + "n_pred": 64335, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8804215855958255, + "FN": 1638, + "FP": 2991, + "IoU": 0.7863867097369636, + "TN": 111757250, + "TP": 17041, + "n_pred": 20032, + "n_ref": 18679 + }, + "5": { + "Dice": 0.8021273385636692, + "FN": 5150, + "FP": 5342, + "IoU": 0.669626550790352, + "TN": 111747162, + "TP": 21266, + "n_pred": 26608, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9733077674469086, + "FN": 24117, + "FP": 42285, + "IoU": 0.9480034391869987, + "TN": 110501874, + "TP": 1210644, + "n_pred": 1252929, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.9324388339073323, + "FN": 19902, + "FP": 11760, + "IoU": 0.8734289551952413, + "TN": 111528768, + "TP": 218490, + "n_pred": 230250, + "n_ref": 238392 + }, + "8": { + "Dice": 0.9161085199348644, + "FN": 28583, + "FP": 16959, + "IoU": 0.8452031746571268, + "TN": 111484715, + "TP": 248663, + "n_pred": 265622, + "n_ref": 277246 + }, + "9": { + "Dice": 0.8862653520152223, + "FN": 8610, + "FP": 9800, + "IoU": 0.7957598819600838, + "TN": 111688781, + "TP": 71729, + "n_pred": 81529, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.915896635459248, + "FN": 7557, + "FP": 21432, + "IoU": 0.8448425356997581, + "TN": 198901039, + "TP": 157847, + "n_pred": 179279, + "n_ref": 165404 + }, + "10": { + "Dice": 0.789232781168265, + "FN": 16054, + "FP": 9088, + "IoU": 0.6518451845184519, + "TN": 199015660, + "TP": 47073, + "n_pred": 56161, + "n_ref": 63127 + }, + "11": { + "Dice": 0.7366183091545773, + "FN": 1490, + "FP": 616, + "IoU": 0.5830528608196397, + "TN": 199082824, + "TP": 2945, + "n_pred": 3561, + "n_ref": 4435 + }, + "12": { + "Dice": 0.7524846190250828, + "FN": 950, + "FP": 619, + "IoU": 0.6031866464339909, + "TN": 199083921, + "TP": 2385, + "n_pred": 3004, + "n_ref": 3335 + }, + "13": { + "Dice": 0.5287131523744933, + "FN": 18833, + "FP": 11048, + "IoU": 0.3593542300930492, + "TN": 199041233, + "TP": 16761, + "n_pred": 27809, + "n_ref": 35594 + }, + "14": { + "Dice": 0.7376564609714265, + "FN": 16627, + "FP": 4940, + "IoU": 0.584354764107308, + "TN": 199035987, + "TP": 30321, + "n_pred": 35261, + "n_ref": 46948 + }, + "15": { + "Dice": 0.8785174309014068, + "FN": 27875, + "FP": 2738, + "IoU": 0.7833536205627583, + "TN": 198946571, + "TP": 110691, + "n_pred": 113429, + "n_ref": 138566 + }, + "2": { + "Dice": 0.93874189539254, + "FN": 4194, + "FP": 12170, + "IoU": 0.8845556903801112, + "TN": 198946127, + "TP": 125384, + "n_pred": 137554, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9588896607660496, + "FN": 7011, + "FP": 4292, + "IoU": 0.9210259706685857, + "TN": 198944752, + "TP": 131820, + "n_pred": 136112, + "n_ref": 138831 + }, + "4": { + "Dice": 0.8630922619922944, + "FN": 2447, + "FP": 2208, + "IoU": 0.7591576986754967, + "TN": 199068547, + "TP": 14673, + "n_pred": 16881, + "n_ref": 17120 + }, + "5": { + "Dice": 0.736414449849912, + "FN": 5839, + "FP": 4347, + "IoU": 0.5827974605775138, + "TN": 199063460, + "TP": 14229, + "n_pred": 18576, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9646573692662151, + "FN": 49665, + "FP": 31329, + "IoU": 0.931727662544454, + "TN": 197901538, + "TP": 1105343, + "n_pred": 1136672, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.920428749968118, + "FN": 11827, + "FP": 13131, + "IoU": 0.8525873118063636, + "TN": 198918568, + "TP": 144349, + "n_pred": 157480, + "n_ref": 156176 + }, + "8": { + "Dice": 0.9118766908252898, + "FN": 9145, + "FP": 11963, + "IoU": 0.8380269801562332, + "TN": 198957557, + "TP": 109210, + "n_pred": 121173, + "n_ref": 118355 + }, + "9": { + "Dice": 0.9178462593510188, + "FN": 8373, + "FP": 8638, + "IoU": 0.848166230798754, + "TN": 198975838, + "TP": 95026, + "n_pred": 103664, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9473374084476017, + "FN": 12348, + "FP": 6778, + "IoU": 0.8999440238970877, + "TN": 130884039, + "TP": 172027, + "n_pred": 178805, + "n_ref": 184375 + }, + "10": { + "Dice": 0.8479446984801633, + "FN": 11698, + "FP": 13774, + "IoU": 0.7360277734597648, + "TN": 130978697, + "TP": 71023, + "n_pred": 84797, + "n_ref": 82721 + }, + "11": { + "Dice": 0.7251570863393065, + "FN": 955, + "FP": 1407, + "IoU": 0.5688207374954363, + "TN": 131069714, + "TP": 3116, + "n_pred": 4523, + "n_ref": 4071 + }, + "12": { + "Dice": 0.7749172096998184, + "FN": 1008, + "FP": 1099, + "IoU": 0.6325427275898151, + "TN": 131069458, + "TP": 3627, + "n_pred": 4726, + "n_ref": 4635 + }, + "13": { + "Dice": 0.6285614801025841, + "FN": 43223, + "FP": 12248, + "IoU": 0.458322754526102, + "TN": 130972786, + "TP": 46935, + "n_pred": 59183, + "n_ref": 90158 + }, + "14": { + "Dice": 0.9069836051755384, + "FN": 2813, + "FP": 8222, + "IoU": 0.8297987198272538, + "TN": 131010357, + "TP": 53800, + "n_pred": 62022, + "n_ref": 56613 + }, + "15": { + "Dice": 0.8555046616639054, + "FN": 1244, + "FP": 7652, + "IoU": 0.747495103743862, + "TN": 131039961, + "TP": 26335, + "n_pred": 33987, + "n_ref": 27579 + }, + "2": { + "Dice": 0.935982876878922, + "FN": 6328, + "FP": 14728, + "IoU": 0.8796689983084167, + "TN": 130900208, + "TP": 153928, + "n_pred": 168656, + "n_ref": 160256 + }, + "3": { + "Dice": 0.9471824997056245, + "FN": 9080, + "FP": 11105, + "IoU": 0.8996644712315148, + "TN": 130874017, + "TP": 180990, + "n_pred": 192095, + "n_ref": 190070 + }, + "4": { + "Dice": 0.8005023379249336, + "FN": 22405, + "FP": 2853, + "IoU": 0.6673646504154979, + "TN": 130999259, + "TP": 50675, + "n_pred": 53528, + "n_ref": 73080 + }, + "5": { + "Dice": 0.8062431142122659, + "FN": 3722, + "FP": 1554, + "IoU": 0.6753830062142374, + "TN": 131058939, + "TP": 10977, + "n_pred": 12531, + "n_ref": 14699 + }, + "6": { + "Dice": 0.9734116155842873, + "FN": 48009, + "FP": 29562, + "IoU": 0.9482004962858692, + "TN": 129577668, + "TP": 1419953, + "n_pred": 1449515, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.9495084040066969, + "FN": 32247, + "FP": 46978, + "IoU": 0.9038705379731092, + "TN": 130251043, + "TP": 744924, + "n_pred": 791902, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9256529242569511, + "FN": 7505, + "FP": 11881, + "IoU": 0.861595796327498, + "TN": 130935124, + "TP": 120682, + "n_pred": 132563, + "n_ref": 128187 + }, + "9": { + "Dice": 0.7634292924799198, + "FN": 18352, + "FP": 10895, + "IoU": 0.6173761741542165, + "TN": 130998754, + "TP": 47191, + "n_pred": 58086, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9844406406822486, + "FN": 4754, + "FP": 1909, + "IoU": 0.9693580504674703, + "TN": 101399753, + "TP": 210784, + "n_pred": 212693, + "n_ref": 215538 + }, + "10": { + "Dice": 0.8887836281232843, + "FN": 4543, + "FP": 5788, + "IoU": 0.7998294937125806, + "TN": 101565589, + "TP": 41280, + "n_pred": 47068, + "n_ref": 45823 + }, + "11": { + "Dice": 0.8713172015794269, + "FN": 656, + "FP": 615, + "IoU": 0.7719770362396843, + "TN": 101611626, + "TP": 4303, + "n_pred": 4918, + "n_ref": 4959 + }, + "12": { + "Dice": 0.8740329299742114, + "FN": 1084, + "FP": 186, + "IoU": 0.7762508809020436, + "TN": 101611524, + "TP": 4406, + "n_pred": 4592, + "n_ref": 5490 + }, + "13": { + "Dice": 0.9180650739768141, + "FN": 2749, + "FP": 7485, + "IoU": 0.8485400109517678, + "TN": 101549631, + "TP": 57335, + "n_pred": 64820, + "n_ref": 60084 + }, + "14": { + "Dice": 0.9488931186175632, + "FN": 1697, + "FP": 4774, + "IoU": 0.9027560711709546, + "TN": 101550656, + "TP": 60073, + "n_pred": 64847, + "n_ref": 61770 + }, + "15": { + "Dice": 0.9141778286529799, + "FN": 2519, + "FP": 3254, + "IoU": 0.8419222343921139, + "TN": 101580680, + "TP": 30747, + "n_pred": 34001, + "n_ref": 33266 + }, + "2": { + "Dice": 0.9751030184628973, + "FN": 5635, + "FP": 2878, + "IoU": 0.9514156408193082, + "TN": 101441979, + "TP": 166708, + "n_pred": 169586, + "n_ref": 172343 + }, + "3": { + "Dice": 0.9780940969264751, + "FN": 3595, + "FP": 3992, + "IoU": 0.957127357797543, + "TN": 101440234, + "TP": 169379, + "n_pred": 173371, + "n_ref": 172974 + }, + "4": { + "Dice": 0.9087212848139866, + "FN": 568, + "FP": 2575, + "IoU": 0.8327123695976155, + "TN": 101598412, + "TP": 15645, + "n_pred": 18220, + "n_ref": 16213 + }, + "5": { + "Dice": 0.8296185587107674, + "FN": 4837, + "FP": 5651, + "IoU": 0.7088445949697407, + "TN": 101581178, + "TP": 25534, + "n_pred": 31185, + "n_ref": 30371 + }, + "6": { + "Dice": 0.9879363792343951, + "FN": 27715, + "FP": 9064, + "IoU": 0.9761603509540656, + "TN": 100074434, + "TP": 1505987, + "n_pred": 1515051, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.9702261403748966, + "FN": 20354, + "FP": 4655, + "IoU": 0.942173984420341, + "TN": 101184713, + "TP": 407478, + "n_pred": 412133, + "n_ref": 427832 + }, + "8": { + "Dice": 0.9619362433161468, + "FN": 10488, + "FP": 7038, + "IoU": 0.926663932848499, + "TN": 101378218, + "TP": 221456, + "n_pred": 228494, + "n_ref": 231944 + }, + "9": { + "Dice": 0.9432204049611029, + "FN": 2249, + "FP": 7232, + "IoU": 0.8925422191998187, + "TN": 101528970, + "TP": 78749, + "n_pred": 85981, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9691818839420642, + "FN": 8605, + "FP": 4304, + "IoU": 0.9402064911785004, + "TN": 118966319, + "TP": 202984, + "n_pred": 207288, + "n_ref": 211589 + }, + "10": { + "Dice": 0.9001904930669383, + "FN": 9628, + "FP": 6143, + "IoU": 0.8184967372915491, + "TN": 119095321, + "TP": 71120, + "n_pred": 77263, + "n_ref": 80748 + }, + "11": { + "Dice": 0.7052962768746722, + "FN": 1348, + "FP": 900, + "IoU": 0.5447549615228837, + "TN": 119177274, + "TP": 2690, + "n_pred": 3590, + "n_ref": 4038 + }, + "12": { + "Dice": 0.7393126571668064, + "FN": 1048, + "FP": 1129, + "IoU": 0.586436170212766, + "TN": 119176948, + "TP": 3087, + "n_pred": 4216, + "n_ref": 4135 + }, + "13": { + "Dice": 0.8018153499113808, + "FN": 3217, + "FP": 11543, + "IoU": 0.6691918059975794, + "TN": 119137594, + "TP": 29858, + "n_pred": 41401, + "n_ref": 33075 + }, + "14": { + "Dice": 0.007242266916801187, + "FN": 65618, + "FP": 2647, + "IoU": 0.0036342937209913303, + "TN": 119113698, + "TP": 249, + "n_pred": 2896, + "n_ref": 65867 + }, + "15": { + "Dice": 0.818748977732084, + "FN": 3200, + "FP": 4557, + "IoU": 0.6931202278751434, + "TN": 119156935, + "TP": 17520, + "n_pred": 22077, + "n_ref": 20720 + }, + "2": { + "Dice": 0.9533059917457077, + "FN": 9507, + "FP": 8516, + "IoU": 0.9107781111078108, + "TN": 118980210, + "TP": 183979, + "n_pred": 192495, + "n_ref": 193486 + }, + "3": { + "Dice": 0.9689217563144569, + "FN": 8723, + "FP": 3355, + "IoU": 0.9397170023208804, + "TN": 118981857, + "TP": 188277, + "n_pred": 191632, + "n_ref": 197000 + }, + "4": { + "Dice": 0.8860180767382155, + "FN": 5547, + "FP": 4176, + "IoU": 0.7953612695472818, + "TN": 119134699, + "TP": 37790, + "n_pred": 41966, + "n_ref": 43337 + }, + "5": { + "Dice": 0.9005707762557078, + "FN": 1944, + "FP": 1540, + "IoU": 0.8191257397985672, + "TN": 119162950, + "TP": 15778, + "n_pred": 17318, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9732192460690247, + "FN": 55447, + "FP": 37203, + "IoU": 0.9478354968605583, + "TN": 117406100, + "TP": 1683462, + "n_pred": 1720665, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.9589085396664982, + "FN": 12974, + "FP": 11422, + "IoU": 0.9210608060883746, + "TN": 118873164, + "TP": 284652, + "n_pred": 296074, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9657169814700912, + "FN": 1305, + "FP": 4436, + "IoU": 0.9337066974595843, + "TN": 119095612, + "TP": 80859, + "n_pred": 85295, + "n_ref": 82164 + }, + "9": { + "Dice": 0.9460365653221131, + "FN": 6377, + "FP": 2652, + "IoU": 0.897599038254341, + "TN": 119094039, + "TP": 79144, + "n_pred": 81796, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 41458, + "IoU": 0.0, + "TN": 61291022, + "TP": 0, + "n_pred": 41458, + "n_ref": 0 + }, + "10": { + "Dice": 0.8210911070498114, + "FN": 2754, + "FP": 11049, + "IoU": 0.696483936935154, + "TN": 61287003, + "TP": 31674, + "n_pred": 42723, + "n_ref": 34428 + }, + "11": { + "Dice": 0.8664131209888282, + "FN": 219, + "FP": 905, + "IoU": 0.7643111763472427, + "TN": 61327711, + "TP": 3645, + "n_pred": 4550, + "n_ref": 3864 + }, + "12": { + "Dice": 0.8151433876624716, + "FN": 899, + "FP": 893, + "IoU": 0.6879679609959951, + "TN": 61326737, + "TP": 3951, + "n_pred": 4844, + "n_ref": 4850 + }, + "13": { + "Dice": 0.6395148058106471, + "FN": 15474, + "FP": 26489, + "IoU": 0.4700637747048052, + "TN": 61253295, + "TP": 37222, + "n_pred": 63711, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9618282813649025, + "FN": 8334, + "FP": 12481, + "IoU": 0.9264635744743992, + "TN": 61049423, + "TP": 262242, + "n_pred": 274723, + "n_ref": 270576 + }, + "15": { + "Dice": 0.8771649186347745, + "FN": 11040, + "FP": 13379, + "IoU": 0.7812054799430144, + "TN": 61220873, + "TP": 87188, + "n_pred": 100567, + "n_ref": 98228 + }, + "2": { + "Dice": 0.9651261677891927, + "FN": 5465, + "FP": 5771, + "IoU": 0.9326027364392698, + "TN": 61165767, + "TP": 155477, + "n_pred": 161248, + "n_ref": 160942 + }, + "3": { + "Dice": 0.9675942440290229, + "FN": 5224, + "FP": 3043, + "IoU": 0.9372228297187292, + "TN": 61200792, + "TP": 123421, + "n_pred": 126464, + "n_ref": 128645 + }, + "4": { + "Dice": 0.9500363610352761, + "FN": 2344, + "FP": 1847, + "IoU": 0.9048278681079117, + "TN": 61288444, + "TP": 39845, + "n_pred": 41692, + "n_ref": 42189 + }, + "5": { + "Dice": 0.8042918924837138, + "FN": 1226, + "FP": 2349, + "IoU": 0.6726490248145774, + "TN": 61321559, + "TP": 7346, + "n_pred": 9695, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9802519194386351, + "FN": 26571, + "FP": 20954, + "IoU": 0.9612687075606091, + "TN": 60105436, + "TP": 1179519, + "n_pred": 1200473, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.5607080367608337, + "FN": 121709, + "FP": 7590, + "IoU": 0.3895721306599565, + "TN": 61120663, + "TP": 82518, + "n_pred": 90108, + "n_ref": 204227 + }, + "8": { + "Dice": 0.9603441178400759, + "FN": 1728, + "FP": 4919, + "IoU": 0.9237134462654364, + "TN": 61245348, + "TP": 80485, + "n_pred": 85404, + "n_ref": 82213 + }, + "9": { + "Dice": 0.881594191704642, + "FN": 6304, + "FP": 9026, + "IoU": 0.7882596685082873, + "TN": 61260080, + "TP": 57070, + "n_pred": 66096, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9835751792671221, + "FN": 2955, + "FP": 2863, + "IoU": 0.9676811892078059, + "TN": 148927481, + "TP": 174201, + "n_pred": 177064, + "n_ref": 177156 + }, + "10": { + "Dice": 0.9017146273199098, + "FN": 6434, + "FP": 8034, + "IoU": 0.821020337473403, + "TN": 149026664, + "TP": 66368, + "n_pred": 74402, + "n_ref": 72802 + }, + "11": { + "Dice": 0.8350943396226415, + "FN": 391, + "FP": 483, + "IoU": 0.7168772270813087, + "TN": 149104413, + "TP": 2213, + "n_pred": 2696, + "n_ref": 2604 + }, + "12": { + "Dice": 0.752222475495783, + "FN": 447, + "FP": 640, + "IoU": 0.6028498355864085, + "TN": 149104763, + "TP": 1650, + "n_pred": 2290, + "n_ref": 2097 + }, + "13": { + "Dice": 0.8055523058564776, + "FN": 15510, + "FP": 17732, + "IoU": 0.6744140491091979, + "TN": 149005401, + "TP": 68857, + "n_pred": 86589, + "n_ref": 84367 + }, + "14": { + "Dice": 0.9460847172310436, + "FN": 3424, + "FP": 6793, + "IoU": 0.8976857368890135, + "TN": 149007641, + "TP": 89642, + "n_pred": 96435, + "n_ref": 93066 + }, + "15": { + "Dice": 0.9069478431322306, + "FN": 2648, + "FP": 4615, + "IoU": 0.8297388532045572, + "TN": 149064842, + "TP": 35395, + "n_pred": 40010, + "n_ref": 38043 + }, + "2": { + "Dice": 0.9778252806433245, + "FN": 3306, + "FP": 3665, + "IoU": 0.9566126633015704, + "TN": 148946831, + "TP": 153698, + "n_pred": 157363, + "n_ref": 157004 + }, + "3": { + "Dice": 0.7960095418005323, + "FN": 2357, + "FP": 27231, + "IoU": 0.6611427328011728, + "TN": 149020183, + "TP": 57729, + "n_pred": 84960, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9417402852358682, + "FN": 1368, + "FP": 1659, + "IoU": 0.8898952422522916, + "TN": 149080008, + "TP": 24465, + "n_pred": 26124, + "n_ref": 25833 + }, + "5": { + "Dice": 0.6441182151825382, + "FN": 17043, + "FP": 1381, + "IoU": 0.4750548479927059, + "TN": 149072403, + "TP": 16673, + "n_pred": 18054, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9781251775041496, + "FN": 21190, + "FP": 27334, + "IoU": 0.9571868843144158, + "TN": 147974109, + "TP": 1084867, + "n_pred": 1112201, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.9532380617847701, + "FN": 17325, + "FP": 7969, + "IoU": 0.9106541105325996, + "TN": 148824398, + "TP": 257808, + "n_pred": 265777, + "n_ref": 275133 + }, + "8": { + "Dice": 0.9664546903316493, + "FN": 8019, + "FP": 7326, + "IoU": 0.9350869103569056, + "TN": 148871107, + "TP": 221048, + "n_pred": 228374, + "n_ref": 229067 + }, + "9": { + "Dice": 0.9238965169047924, + "FN": 7885, + "FP": 5229, + "IoU": 0.8585573148108201, + "TN": 149014784, + "TP": 79602, + "n_pred": 84831, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9832119386127373, + "FN": 13690, + "FP": 3433, + "IoU": 0.9669782484181456, + "TN": 100194263, + "TP": 501414, + "n_pred": 504847, + "n_ref": 515104 + }, + "10": { + "Dice": 0.6256680701455932, + "FN": 16404, + "FP": 10001, + "IoU": 0.455252516916983, + "TN": 100664328, + "TP": 22067, + "n_pred": 32068, + "n_ref": 38471 + }, + "11": { + "Dice": 0.6247233638950364, + "FN": 1505, + "FP": 869, + "IoU": 0.4542528735632184, + "TN": 100708450, + "TP": 1976, + "n_pred": 2845, + "n_ref": 3481 + }, + "12": { + "Dice": 0.6996635381618559, + "FN": 1922, + "FP": 1470, + "IoU": 0.538063461800354, + "TN": 100705457, + "TP": 3951, + "n_pred": 5421, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0030345525184487, + "FN": 39089, + "FP": 4278, + "IoU": 0.0015195818847420165, + "TN": 100669367, + "TP": 66, + "n_pred": 4344, + "n_ref": 39155 + }, + "14": { + "Dice": 0.8511732880765019, + "FN": 33777, + "FP": 8228, + "IoU": 0.7409065956095063, + "TN": 100550677, + "TP": 120118, + "n_pred": 128346, + "n_ref": 153895 + }, + "15": { + "Dice": 0.9279973494108965, + "FN": 2837, + "FP": 11506, + "IoU": 0.8656670288090511, + "TN": 100606028, + "TP": 92429, + "n_pred": 103935, + "n_ref": 95266 + }, + "2": { + "Dice": 0.9532035302265589, + "FN": 8128, + "FP": 13967, + "IoU": 0.9105910821736544, + "TN": 100465677, + "TP": 225028, + "n_pred": 238995, + "n_ref": 233156 + }, + "3": { + "Dice": 0.955938235923785, + "FN": 9616, + "FP": 10142, + "IoU": 0.9155954837304079, + "TN": 100478713, + "TP": 214329, + "n_pred": 224471, + "n_ref": 223945 + }, + "4": { + "Dice": 0.7325737973279822, + "FN": 2161, + "FP": 38353, + "IoU": 0.5780011457736576, + "TN": 100616795, + "TP": 55491, + "n_pred": 93844, + "n_ref": 57652 + }, + "5": { + "Dice": 0.7084878450762258, + "FN": 6156, + "FP": 2334, + "IoU": 0.5485723400861381, + "TN": 100693993, + "TP": 10317, + "n_pred": 12651, + "n_ref": 16473 + }, + "6": { + "Dice": 0.9575455355584297, + "FN": 95069, + "FP": 80772, + "IoU": 0.9185490284905392, + "TN": 98553943, + "TP": 1983016, + "n_pred": 2063788, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.7693209423900952, + "FN": 18073, + "FP": 74415, + "IoU": 0.6251190654728369, + "TN": 100466087, + "TP": 154225, + "n_pred": 228640, + "n_ref": 172298 + }, + "8": { + "Dice": 0.9494123186866962, + "FN": 3172, + "FP": 7786, + "IoU": 0.9036964125639358, + "TN": 100599014, + "TP": 102828, + "n_pred": 110614, + "n_ref": 106000 + }, + "9": { + "Dice": 0.846793022616379, + "FN": 11003, + "FP": 21872, + "IoU": 0.7342940506114267, + "TN": 100589073, + "TP": 90852, + "n_pred": 112724, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9762641110814148, + "FN": 1126, + "FP": 2604, + "IoU": 0.9536288818717522, + "TN": 78870262, + "TP": 76708, + "n_pred": 79312, + "n_ref": 77834 + }, + "10": { + "Dice": 0.7914892470220449, + "FN": 9575, + "FP": 5899, + "IoU": 0.6549294204223625, + "TN": 78905857, + "TP": 29369, + "n_pred": 35268, + "n_ref": 38944 + }, + "11": { + "Dice": 0.6229151559100797, + "FN": 509, + "FP": 531, + "IoU": 0.4523433385992628, + "TN": 78948801, + "TP": 859, + "n_pred": 1390, + "n_ref": 1368 + }, + "12": { + "Dice": 0.40727667662231876, + "FN": 1810, + "FP": 373, + "IoU": 0.2557108762359359, + "TN": 78947767, + "TP": 750, + "n_pred": 1123, + "n_ref": 2560 + }, + "13": { + "Dice": 0.6167100202316637, + "FN": 31666, + "FP": 2814, + "IoU": 0.44582844468731414, + "TN": 78888481, + "TP": 27739, + "n_pred": 30553, + "n_ref": 59405 + }, + "14": { + "Dice": 0.641811641743773, + "FN": 13084, + "FP": 2749, + "IoU": 0.4725498034512626, + "TN": 78920682, + "TP": 14185, + "n_pred": 16934, + "n_ref": 27269 + }, + "15": { + "Dice": 0.942294694876248, + "FN": 4048, + "FP": 2697, + "IoU": 0.8908858547948751, + "TN": 78888884, + "TP": 55071, + "n_pred": 57768, + "n_ref": 59119 + }, + "2": { + "Dice": 0.9669983382644997, + "FN": 4686, + "FP": 1828, + "IoU": 0.9361053075557386, + "TN": 78848751, + "TP": 95435, + "n_pred": 97263, + "n_ref": 100121 + }, + "3": { + "Dice": 0.9675197712084512, + "FN": 1792, + "FP": 3773, + "IoU": 0.9370830977953646, + "TN": 78862250, + "TP": 82885, + "n_pred": 86658, + "n_ref": 84677 + }, + "4": { + "Dice": 0.896647448216955, + "FN": 332, + "FP": 3540, + "IoU": 0.812657247919489, + "TN": 78930032, + "TP": 16796, + "n_pred": 20336, + "n_ref": 17128 + }, + "5": { + "Dice": 0.6820292961772061, + "FN": 15708, + "FP": 2092, + "IoU": 0.5174844131200868, + "TN": 78913810, + "TP": 19090, + "n_pred": 21182, + "n_ref": 34798 + }, + "6": { + "Dice": 0.9739672000305669, + "FN": 18837, + "FP": 17955, + "IoU": 0.9492554234714354, + "TN": 78225657, + "TP": 688251, + "n_pred": 706206, + "n_ref": 707088 + }, + "7": { + "Dice": 0.927699222523342, + "FN": 79102, + "FP": 20969, + "IoU": 0.8651483259262454, + "TN": 78208618, + "TP": 642011, + "n_pred": 662980, + "n_ref": 721113 + }, + "8": { + "Dice": 0.9423831645820925, + "FN": 34434, + "FP": 1843, + "IoU": 0.8910440274995419, + "TN": 78617749, + "TP": 296674, + "n_pred": 298517, + "n_ref": 331108 + }, + "9": { + "Dice": 0.854360228959876, + "FN": 11300, + "FP": 4297, + "IoU": 0.7457494498329122, + "TN": 78889355, + "TP": 45748, + "n_pred": 50045, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9818262426464319, + "FN": 4253, + "FP": 1076, + "IoU": 0.964301265432719, + "TN": 104855163, + "TP": 143948, + "n_pred": 145024, + "n_ref": 148201 + }, + "10": { + "Dice": 0.9224512484259964, + "FN": 5919, + "FP": 7753, + "IoU": 0.8560645140914019, + "TN": 104909453, + "TP": 81315, + "n_pred": 89068, + "n_ref": 87234 + }, + "11": { + "Dice": 0.8932617769827073, + "FN": 586, + "FP": 309, + "IoU": 0.8071120689655172, + "TN": 104999800, + "TP": 3745, + "n_pred": 4054, + "n_ref": 4331 + }, + "12": { + "Dice": 0.8112081823993181, + "FN": 1026, + "FP": 746, + "IoU": 0.6823803549023122, + "TN": 104998861, + "TP": 3807, + "n_pred": 4553, + "n_ref": 4833 + }, + "13": { + "Dice": 0.9332874470792967, + "FN": 5953, + "FP": 4321, + "IoU": 0.8749193440387636, + "TN": 104922301, + "TP": 71865, + "n_pred": 76186, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9659148189956905, + "FN": 2056, + "FP": 2745, + "IoU": 0.9340766473972565, + "TN": 104931613, + "TP": 68026, + "n_pred": 70771, + "n_ref": 70082 + }, + "15": { + "Dice": 0.9269683916524065, + "FN": 796, + "FP": 2917, + "IoU": 0.8638779924478498, + "TN": 104977163, + "TP": 23564, + "n_pred": 26481, + "n_ref": 24360 + }, + "2": { + "Dice": 0.9282550984965018, + "FN": 21093, + "FP": 2041, + "IoU": 0.8661157120451876, + "TN": 104831649, + "TP": 149657, + "n_pred": 151698, + "n_ref": 170750 + }, + "3": { + "Dice": 0.936480951771939, + "FN": 3434, + "FP": 16929, + "IoU": 0.8805492984185086, + "TN": 104833968, + "TP": 150109, + "n_pred": 167038, + "n_ref": 153543 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 105004440, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8239625895256887, + "FN": 3562, + "FP": 7769, + "IoU": 0.7006261724219927, + "TN": 104966591, + "TP": 26518, + "n_pred": 34287, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9850393598735041, + "FN": 19835, + "FP": 17103, + "IoU": 0.9705197629641453, + "TN": 103751465, + "TP": 1216037, + "n_pred": 1233140, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.9652910835965133, + "FN": 10941, + "FP": 4819, + "IoU": 0.932910761948142, + "TN": 104769529, + "TP": 219151, + "n_pred": 223970, + "n_ref": 230092 + }, + "8": { + "Dice": 0.970110273174565, + "FN": 9402, + "FP": 12583, + "IoU": 0.9419554811609432, + "TN": 104625679, + "TP": 356776, + "n_pred": 369359, + "n_ref": 366178 + }, + "9": { + "Dice": 0.9497899148332534, + "FN": 5508, + "FP": 3801, + "IoU": 0.9043808741204868, + "TN": 104907085, + "TP": 88046, + "n_pred": 91847, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9867358882340649, + "FN": 9674, + "FP": 1307, + "IoU": 0.973819043599959, + "TN": 177256861, + "TP": 408446, + "n_pred": 409753, + "n_ref": 418120 + }, + "10": { + "Dice": 0.8290952704827516, + "FN": 15277, + "FP": 8092, + "IoU": 0.7080808964061309, + "TN": 177596235, + "TP": 56684, + "n_pred": 64776, + "n_ref": 71961 + }, + "11": { + "Dice": 0.8240099852490639, + "FN": 1112, + "FP": 439, + "IoU": 0.7006947124662293, + "TN": 177671106, + "TP": 3631, + "n_pred": 4070, + "n_ref": 4743 + }, + "12": { + "Dice": 0.8215509854327335, + "FN": 1363, + "FP": 303, + "IoU": 0.697145973459371, + "TN": 177670787, + "TP": 3835, + "n_pred": 4138, + "n_ref": 5198 + }, + "13": { + "Dice": 0.9195423293193649, + "FN": 6601, + "FP": 5733, + "IoU": 0.851067426584235, + "TN": 177593472, + "TP": 70482, + "n_pred": 76215, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9541219714429349, + "FN": 3175, + "FP": 3852, + "IoU": 0.9122688739902868, + "TN": 177596191, + "TP": 73070, + "n_pred": 76922, + "n_ref": 76245 + }, + "15": { + "Dice": 0.8682386680474787, + "FN": 1371, + "FP": 5245, + "IoU": 0.7671570352643063, + "TN": 177647874, + "TP": 21798, + "n_pred": 27043, + "n_ref": 23169 + }, + "2": { + "Dice": 0.9806853027921392, + "FN": 5050, + "FP": 3195, + "IoU": 0.9621025827239257, + "TN": 177458727, + "TP": 209316, + "n_pred": 212511, + "n_ref": 214366 + }, + "3": { + "Dice": 0.9827301850250314, + "FN": 5347, + "FP": 1742, + "IoU": 0.9660467366263226, + "TN": 177467501, + "TP": 201698, + "n_pred": 203440, + "n_ref": 207045 + }, + "4": { + "Dice": 0.9412468589206653, + "FN": 2969, + "FP": 959, + "IoU": 0.8890144665461122, + "TN": 177640896, + "TP": 31464, + "n_pred": 32423, + "n_ref": 34433 + }, + "5": { + "Dice": 0.8071975082944004, + "FN": 7338, + "FP": 4052, + "IoU": 0.676723526239605, + "TN": 177641055, + "TP": 23843, + "n_pred": 27895, + "n_ref": 31181 + }, + "6": { + "Dice": 0.961015484432862, + "FN": 97452, + "FP": 41130, + "IoU": 0.9249565032336251, + "TN": 175829599, + "TP": 1708107, + "n_pred": 1749237, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.8799556184624224, + "FN": 12886, + "FP": 84055, + "IoU": 0.7856435271381251, + "TN": 177224046, + "TP": 355301, + "n_pred": 439356, + "n_ref": 368187 + }, + "8": { + "Dice": 0.9582735595446042, + "FN": 6063, + "FP": 10778, + "IoU": 0.9198898312744086, + "TN": 177466065, + "TP": 193382, + "n_pred": 204160, + "n_ref": 199445 + }, + "9": { + "Dice": 0.9613943194393213, + "FN": 4907, + "FP": 5559, + "IoU": 0.9256586377616616, + "TN": 177535505, + "TP": 130317, + "n_pred": 135876, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9792405909089684, + "FN": 5336, + "FP": 2369, + "IoU": 0.9593255591745807, + "TN": 193816104, + "TP": 181726, + "n_pred": 184095, + "n_ref": 187062 + }, + "10": { + "Dice": 0.9252955303224603, + "FN": 7676, + "FP": 5140, + "IoU": 0.8609767209771548, + "TN": 193913349, + "TP": 79370, + "n_pred": 84510, + "n_ref": 87046 + }, + "11": { + "Dice": 0.8172888015717092, + "FN": 824, + "FP": 199, + "IoU": 0.6910299003322259, + "TN": 194002224, + "TP": 2288, + "n_pred": 2487, + "n_ref": 3112 + }, + "12": { + "Dice": 0.8319008031562632, + "FN": 998, + "FP": 195, + "IoU": 0.712183353437877, + "TN": 194001390, + "TP": 2952, + "n_pred": 3147, + "n_ref": 3950 + }, + "13": { + "Dice": 0.8615937038097523, + "FN": 11209, + "FP": 6676, + "IoU": 0.7568420050847688, + "TN": 193931982, + "TP": 55668, + "n_pred": 62344, + "n_ref": 66877 + }, + "14": { + "Dice": 0.9284551409063947, + "FN": 2334, + "FP": 9004, + "IoU": 0.8664640896991967, + "TN": 193920629, + "TP": 73568, + "n_pred": 82572, + "n_ref": 75902 + }, + "15": { + "Dice": 0.8575564319879164, + "FN": 527, + "FP": 6263, + "IoU": 0.7506335157368982, + "TN": 193978306, + "TP": 20439, + "n_pred": 26702, + "n_ref": 20966 + }, + "2": { + "Dice": 0.9768476744396731, + "FN": 4116, + "FP": 2273, + "IoU": 0.9547431501997563, + "TN": 193864363, + "TP": 134783, + "n_pred": 137056, + "n_ref": 138899 + }, + "3": { + "Dice": 0.9716947277131494, + "FN": 4585, + "FP": 2987, + "IoU": 0.9449477250585275, + "TN": 193867993, + "TP": 129970, + "n_pred": 132957, + "n_ref": 134555 + }, + "4": { + "Dice": 0.943827671913836, + "FN": 1093, + "FP": 1280, + "IoU": 0.8936303733919047, + "TN": 193983226, + "TP": 19936, + "n_pred": 21216, + "n_ref": 21029 + }, + "5": { + "Dice": 0.7447362751434671, + "FN": 8258, + "FP": 4775, + "IoU": 0.593290684974255, + "TN": 193973490, + "TP": 19012, + "n_pred": 23787, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9731741384030701, + "FN": 22014, + "FP": 53139, + "IoU": 0.9477499299536338, + "TN": 192567202, + "TP": 1363180, + "n_pred": 1416319, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.9611597356975051, + "FN": 16353, + "FP": 8347, + "IoU": 0.9252237988126629, + "TN": 193675216, + "TP": 305619, + "n_pred": 313966, + "n_ref": 321972 + }, + "8": { + "Dice": 0.9616012137965436, + "FN": 10072, + "FP": 8403, + "IoU": 0.9260423130041432, + "TN": 193755730, + "TP": 231330, + "n_pred": 239733, + "n_ref": 241402 + }, + "9": { + "Dice": 0.9314542026643462, + "FN": 8500, + "FP": 4734, + "IoU": 0.8717026495138196, + "TN": 193902384, + "TP": 89917, + "n_pred": 94651, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9753628459593335, + "FN": 1822, + "FP": 3868, + "IoU": 0.9519104808106761, + "TN": 99537479, + "TP": 112631, + "n_pred": 116499, + "n_ref": 114453 + }, + "10": { + "Dice": 0.8966212808875441, + "FN": 10344, + "FP": 3801, + "IoU": 0.8126142595978062, + "TN": 99580314, + "TP": 61341, + "n_pred": 65142, + "n_ref": 71685 + }, + "11": { + "Dice": 0.8664388243335612, + "FN": 473, + "FP": 504, + "IoU": 0.7643511818620357, + "TN": 99651654, + "TP": 3169, + "n_pred": 3673, + "n_ref": 3642 + }, + "12": { + "Dice": 0.8237110219203457, + "FN": 900, + "FP": 242, + "IoU": 0.700262467191601, + "TN": 99651990, + "TP": 2668, + "n_pred": 2910, + "n_ref": 3568 + }, + "13": { + "Dice": 0.8110935227175494, + "FN": 7514, + "FP": 10148, + "IoU": 0.6822181039601288, + "TN": 99600221, + "TP": 37917, + "n_pred": 48065, + "n_ref": 45431 + }, + "14": { + "Dice": 0.8392696611798258, + "FN": 13529, + "FP": 2026, + "IoU": 0.72305309261831, + "TN": 99599634, + "TP": 40611, + "n_pred": 42637, + "n_ref": 54140 + }, + "15": { + "Dice": 0.8726985796948974, + "FN": 8085, + "FP": 627, + "IoU": 0.7741483901073262, + "TN": 99617226, + "TP": 29862, + "n_pred": 30489, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9645876231595262, + "FN": 5838, + "FP": 2159, + "IoU": 0.9315975400090667, + "TN": 99538889, + "TP": 108914, + "n_pred": 111073, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9690580993064466, + "FN": 4485, + "FP": 3135, + "IoU": 0.939973531635997, + "TN": 99528856, + "TP": 119324, + "n_pred": 122459, + "n_ref": 123809 + }, + "4": { + "Dice": 0.9349670633522188, + "FN": 1661, + "FP": 738, + "IoU": 0.8778761962940338, + "TN": 99636156, + "TP": 17245, + "n_pred": 17983, + "n_ref": 18906 + }, + "5": { + "Dice": 0.9022494887525563, + "FN": 348, + "FP": 1086, + "IoU": 0.8219076005961252, + "TN": 99647748, + "TP": 6618, + "n_pred": 7704, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9766544732892709, + "FN": 30770, + "FP": 32495, + "IoU": 0.9543741070803972, + "TN": 98269197, + "TP": 1323338, + "n_pred": 1355833, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.9259028870430678, + "FN": 15149, + "FP": 9151, + "IoU": 0.86202902500511, + "TN": 99479676, + "TP": 151824, + "n_pred": 160975, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9707187049128213, + "FN": 1683, + "FP": 4304, + "IoU": 0.9431034155056734, + "TN": 99550574, + "TP": 99239, + "n_pred": 103543, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9438491305307234, + "FN": 7849, + "FP": 2584, + "IoU": 0.893668847713977, + "TN": 99557682, + "TP": 87685, + "n_pred": 90269, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9772494013000342, + "FN": 18443, + "FP": 1507, + "IoU": 0.9555109550091989, + "TN": 62635095, + "TP": 428475, + "n_pred": 429982, + "n_ref": 446918 + }, + "10": { + "Dice": 0.928561167614779, + "FN": 6206, + "FP": 3740, + "IoU": 0.8666487899711738, + "TN": 63008935, + "TP": 64639, + "n_pred": 68379, + "n_ref": 70845 + }, + "11": { + "Dice": 0.8054898248935163, + "FN": 992, + "FP": 241, + "IoU": 0.6743264659270999, + "TN": 63079734, + "TP": 2553, + "n_pred": 2794, + "n_ref": 3545 + }, + "12": { + "Dice": 0.8678387390118217, + "FN": 639, + "FP": 233, + "IoU": 0.766532797858099, + "TN": 63079785, + "TP": 2863, + "n_pred": 3096, + "n_ref": 3502 + }, + "13": { + "Dice": 0.8296160755129592, + "FN": 8477, + "FP": 6794, + "IoU": 0.70884096932258, + "TN": 63031071, + "TP": 37178, + "n_pred": 43972, + "n_ref": 45655 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9827954471124534, + "FN": 2269, + "FP": 1992, + "IoU": 0.9661728747896224, + "TN": 62957556, + "TP": 121703, + "n_pred": 123695, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9865043061789069, + "FN": 1532, + "FP": 1917, + "IoU": 0.9733680292804967, + "TN": 62954014, + "TP": 126057, + "n_pred": 127974, + "n_ref": 127589 + }, + "4": { + "Dice": 0.17026535306031376, + "FN": 15549, + "FP": 8622, + "IoU": 0.09305466961840081, + "TN": 63056869, + "TP": 2480, + "n_pred": 11102, + "n_ref": 18029 + }, + "5": { + "Dice": 0.7387245750221086, + "FN": 5677, + "FP": 2300, + "IoU": 0.5856964786537863, + "TN": 63064266, + "TP": 11277, + "n_pred": 13577, + "n_ref": 16954 + }, + "6": { + "Dice": 0.9380267091740147, + "FN": 115157, + "FP": 18896, + "IoU": 0.8832865358077253, + "TN": 61934955, + "TP": 1014512, + "n_pred": 1033408, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.9139573804762221, + "FN": 5387, + "FP": 23095, + "IoU": 0.8415483555120388, + "TN": 62903768, + "TP": 151270, + "n_pred": 174365, + "n_ref": 156657 + }, + "8": { + "Dice": 0.9491902787640012, + "FN": 8361, + "FP": 2730, + "IoU": 0.9032941545758929, + "TN": 62968832, + "TP": 103597, + "n_pred": 106327, + "n_ref": 111958 + }, + "9": { + "Dice": 0.9284355435647331, + "FN": 2626, + "FP": 3581, + "IoU": 0.8664299548095545, + "TN": 63037050, + "TP": 40263, + "n_pred": 43844, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9807894753837907, + "FN": 8765, + "FP": 3133, + "IoU": 0.9623031274653622, + "TN": 109293195, + "TP": 303725, + "n_pred": 306858, + "n_ref": 312490 + }, + "10": { + "Dice": 0.7006590357266737, + "FN": 18238, + "FP": 41309, + "IoU": 0.5392418579818473, + "TN": 109479581, + "TP": 69690, + "n_pred": 110999, + "n_ref": 87928 + }, + "11": { + "Dice": 0.754155350353069, + "FN": 995, + "FP": 1268, + "IoU": 0.6053365887687479, + "TN": 109603084, + "TP": 3471, + "n_pred": 4739, + "n_ref": 4466 + }, + "12": { + "Dice": 0.8551972247205448, + "FN": 753, + "FP": 374, + "IoU": 0.7470258136924803, + "TN": 109604363, + "TP": 3328, + "n_pred": 3702, + "n_ref": 4081 + }, + "13": { + "Dice": 0.834562335004301, + "FN": 10440, + "FP": 17447, + "IoU": 0.7160934986663409, + "TN": 109510592, + "TP": 70339, + "n_pred": 87786, + "n_ref": 80779 + }, + "14": { + "Dice": 0.8586415872457063, + "FN": 11552, + "FP": 16555, + "IoU": 0.7522979439680624, + "TN": 109495347, + "TP": 85364, + "n_pred": 101919, + "n_ref": 96916 + }, + "15": { + "Dice": 0.9378461770728164, + "FN": 4149, + "FP": 9025, + "IoU": 0.8829664374677967, + "TN": 109496252, + "TP": 99392, + "n_pred": 108417, + "n_ref": 103541 + }, + "2": { + "Dice": 0.9707492274116932, + "FN": 8782, + "FP": 3589, + "IoU": 0.9431610383643464, + "TN": 109391168, + "TP": 205279, + "n_pred": 208868, + "n_ref": 214061 + }, + "3": { + "Dice": 0.9739977953447699, + "FN": 8445, + "FP": 4222, + "IoU": 0.9493135501322482, + "TN": 109358909, + "TP": 237242, + "n_pred": 241464, + "n_ref": 245687 + }, + "4": { + "Dice": 0.6820751161914332, + "FN": 23140, + "FP": 2170, + "IoU": 0.5175371711780404, + "TN": 109556358, + "TP": 27150, + "n_pred": 29320, + "n_ref": 50290 + }, + "5": { + "Dice": 0.8169740992067285, + "FN": 2004, + "FP": 1826, + "IoU": 0.6905800613992568, + "TN": 109596440, + "TP": 8548, + "n_pred": 10374, + "n_ref": 10552 + }, + "6": { + "Dice": 0.9691458888484941, + "FN": 37547, + "FP": 39683, + "IoU": 0.9401387435569507, + "TN": 108318668, + "TP": 1212920, + "n_pred": 1252603, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.8612143226358739, + "FN": 277444, + "FP": 19243, + "IoU": 0.7562567213079737, + "TN": 108391607, + "TP": 920524, + "n_pred": 939767, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9593513058129739, + "FN": 2873, + "FP": 4461, + "IoU": 0.9218781623153208, + "TN": 109514939, + "TP": 86545, + "n_pred": 91006, + "n_ref": 89418 + }, + "9": { + "Dice": 0.8198063975119882, + "FN": 4853, + "FP": 17280, + "IoU": 0.6946372152702087, + "TN": 109536337, + "TP": 50348, + "n_pred": 67628, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9580339756932787, + "FN": 1704, + "FP": 3296, + "IoU": 0.9194483825235211, + "TN": 67005280, + "TP": 57072, + "n_pred": 60368, + "n_ref": 58776 + }, + "10": { + "Dice": 0.8298958212992097, + "FN": 17736, + "FP": 7295, + "IoU": 0.7092495150480306, + "TN": 66981261, + "TP": 61060, + "n_pred": 68355, + "n_ref": 78796 + }, + "11": { + "Dice": 0.7236066197451018, + "FN": 1224, + "FP": 229, + "IoU": 0.5669150521609538, + "TN": 67063997, + "TP": 1902, + "n_pred": 2131, + "n_ref": 3126 + }, + "12": { + "Dice": 0.7926829268292683, + "FN": 711, + "FP": 649, + "IoU": 0.6565656565656566, + "TN": 67063392, + "TP": 2600, + "n_pred": 3249, + "n_ref": 3311 + }, + "13": { + "Dice": 0.6326405331930194, + "FN": 12962, + "FP": 16361, + "IoU": 0.46267316572601336, + "TN": 67012780, + "TP": 25249, + "n_pred": 41610, + "n_ref": 38211 + }, + "14": { + "Dice": 0.8987687109264579, + "FN": 7117, + "FP": 8282, + "IoU": 0.8161489051792068, + "TN": 66983594, + "TP": 68359, + "n_pred": 76641, + "n_ref": 75476 + }, + "15": { + "Dice": 0.6091991182953711, + "FN": 10634, + "FP": 15960, + "IoU": 0.4380203710747644, + "TN": 67020030, + "TP": 20728, + "n_pred": 36688, + "n_ref": 31362 + }, + "2": { + "Dice": 0.978663668268084, + "FN": 2424, + "FP": 3838, + "IoU": 0.958218794203208, + "TN": 66917476, + "TP": 143614, + "n_pred": 147452, + "n_ref": 146038 + }, + "3": { + "Dice": 0.9806206143770466, + "FN": 3152, + "FP": 3062, + "IoU": 0.9619780703901317, + "TN": 66903920, + "TP": 157218, + "n_pred": 160280, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 0, + "IoU": 0.0, + "TN": 67054313, + "TP": 0, + "n_pred": 0, + "n_ref": 13039 + }, + "5": { + "Dice": 0.8113975576662144, + "FN": 2642, + "FP": 277, + "IoU": 0.682648401826484, + "TN": 67058154, + "TP": 6279, + "n_pred": 6556, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9792106534830124, + "FN": 26153, + "FP": 18589, + "IoU": 0.9592680966196945, + "TN": 65968901, + "TP": 1053709, + "n_pred": 1072298, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.9489940140875602, + "FN": 23278, + "FP": 12016, + "IoU": 0.902938733753912, + "TN": 66703726, + "TP": 328332, + "n_pred": 340348, + "n_ref": 351610 + }, + "8": { + "Dice": 0.9595366841001093, + "FN": 4530, + "FP": 2317, + "IoU": 0.9222205813861026, + "TN": 66979321, + "TP": 81184, + "n_pred": 83501, + "n_ref": 85714 + }, + "9": { + "Dice": 0.9125825189809138, + "FN": 3663, + "FP": 10453, + "IoU": 0.839220018907252, + "TN": 66979555, + "TP": 73681, + "n_pred": 84134, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9565844519882242, + "FN": 10440, + "FP": 4971, + "IoU": 0.9167818649156533, + "TN": 74334092, + "TP": 169777, + "n_pred": 174748, + "n_ref": 180217 + }, + "10": { + "Dice": 0.8493806453867254, + "FN": 7533, + "FP": 9709, + "IoU": 0.7381942968204318, + "TN": 74453422, + "TP": 48616, + "n_pred": 58325, + "n_ref": 56149 + }, + "11": { + "Dice": 0.7493829192035544, + "FN": 1110, + "FP": 413, + "IoU": 0.5992105263157895, + "TN": 74515480, + "TP": 2277, + "n_pred": 2690, + "n_ref": 3387 + }, + "12": { + "Dice": 0.745288099084545, + "FN": 817, + "FP": 129, + "IoU": 0.5939914163090129, + "TN": 74516950, + "TP": 1384, + "n_pred": 1513, + "n_ref": 2201 + }, + "13": { + "Dice": 0.6454657278588395, + "FN": 12455, + "FP": 20979, + "IoU": 0.4765222564937607, + "TN": 74455411, + "TP": 30435, + "n_pred": 51414, + "n_ref": 42890 + }, + "14": { + "Dice": 0.8278351911187328, + "FN": 4409, + "FP": 7036, + "IoU": 0.7062447062447063, + "TN": 74480319, + "TP": 27516, + "n_pred": 34552, + "n_ref": 31925 + }, + "15": { + "Dice": 0.8824142196757602, + "FN": 3253, + "FP": 3971, + "IoU": 0.7895718030876784, + "TN": 74484950, + "TP": 27106, + "n_pred": 31077, + "n_ref": 30359 + }, + "2": { + "Dice": 0.9778285682037825, + "FN": 2292, + "FP": 3994, + "IoU": 0.9566189562600931, + "TN": 74374378, + "TP": 138616, + "n_pred": 142610, + "n_ref": 140908 + }, + "3": { + "Dice": 0.9794357601851492, + "FN": 4136, + "FP": 2226, + "IoU": 0.959700254011288, + "TN": 74361413, + "TP": 151505, + "n_pred": 153731, + "n_ref": 155641 + }, + "4": { + "Dice": 0.8210790681562311, + "FN": 3797, + "FP": 335, + "IoU": 0.6964666127965915, + "TN": 74505667, + "TP": 9481, + "n_pred": 9816, + "n_ref": 13278 + }, + "5": { + "Dice": 0.7149285467042477, + "FN": 2925, + "FP": 2840, + "IoU": 0.5563336924734493, + "TN": 74506286, + "TP": 7229, + "n_pred": 10069, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9825968459709442, + "FN": 31867, + "FP": 23891, + "IoU": 0.9657890700257082, + "TN": 72889450, + "TP": 1574072, + "n_pred": 1597963, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.8800455792035228, + "FN": 30490, + "FP": 6776, + "IoU": 0.7857869595957854, + "TN": 74345313, + "TP": 136701, + "n_pred": 143477, + "n_ref": 167191 + }, + "8": { + "Dice": 0.968565479520169, + "FN": 2046, + "FP": 2000, + "IoU": 0.9390469877521506, + "TN": 74452901, + "TP": 62333, + "n_pred": 64333, + "n_ref": 64379 + }, + "9": { + "Dice": 0.9478085865207703, + "FN": 5026, + "FP": 4647, + "IoU": 0.9007948310343059, + "TN": 74421775, + "TP": 87832, + "n_pred": 92479, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9676475087260642, + "FN": 4585, + "FP": 14027, + "IoU": 0.9373227816130661, + "TN": 65754230, + "TP": 278338, + "n_pred": 292365, + "n_ref": 282923 + }, + "10": { + "Dice": 0.8547526585126847, + "FN": 12880, + "FP": 11132, + "IoU": 0.7463476469656156, + "TN": 65956515, + "TP": 70653, + "n_pred": 81785, + "n_ref": 83533 + }, + "11": { + "Dice": 0.7596039603960396, + "FN": 760, + "FP": 1061, + "IoU": 0.6123882503192848, + "TN": 66046482, + "TP": 2877, + "n_pred": 3938, + "n_ref": 3637 + }, + "12": { + "Dice": 0.8255595421151546, + "FN": 610, + "FP": 411, + "IoU": 0.7029386092522548, + "TN": 66047743, + "TP": 2416, + "n_pred": 2827, + "n_ref": 3026 + }, + "13": { + "Dice": 0.8128196060064423, + "FN": 5107, + "FP": 14476, + "IoU": 0.6846639399697272, + "TN": 65989078, + "TP": 42519, + "n_pred": 56995, + "n_ref": 47626 + }, + "14": { + "Dice": 0.9619893730074389, + "FN": 2092, + "FP": 2379, + "IoU": 0.9267625475036038, + "TN": 65990132, + "TP": 56577, + "n_pred": 58956, + "n_ref": 58669 + }, + "15": { + "Dice": 0.8822747593539813, + "FN": 2690, + "FP": 3156, + "IoU": 0.7893485154223119, + "TN": 66023428, + "TP": 21906, + "n_pred": 25062, + "n_ref": 24596 + }, + "2": { + "Dice": 0.9697732910337001, + "FN": 3793, + "FP": 4944, + "IoU": 0.9413202769774267, + "TN": 65902287, + "TP": 140156, + "n_pred": 145100, + "n_ref": 143949 + }, + "3": { + "Dice": 0.972990292494131, + "FN": 3474, + "FP": 5040, + "IoU": 0.9474012615295273, + "TN": 65889313, + "TP": 153353, + "n_pred": 158393, + "n_ref": 156827 + }, + "4": { + "Dice": 0.8778740223698596, + "FN": 3431, + "FP": 3830, + "IoU": 0.7823310750044967, + "TN": 66017822, + "TP": 26097, + "n_pred": 29927, + "n_ref": 29528 + }, + "5": { + "Dice": 0.939822394205487, + "FN": 507, + "FP": 706, + "IoU": 0.886476368741226, + "TN": 66040495, + "TP": 9472, + "n_pred": 10178, + "n_ref": 9979 + }, + "6": { + "Dice": 0.9799083632024959, + "FN": 21504, + "FP": 19584, + "IoU": 0.9606081726920529, + "TN": 65008121, + "TP": 1001971, + "n_pred": 1021555, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.9631225718638882, + "FN": 60888, + "FP": 9231, + "IoU": 0.9288682979580285, + "TN": 65065417, + "TP": 915644, + "n_pred": 924875, + "n_ref": 976532 + }, + "8": { + "Dice": 0.971037170081281, + "FN": 1554, + "FP": 3203, + "IoU": 0.9437048082271215, + "TN": 65966679, + "TP": 79744, + "n_pred": 82947, + "n_ref": 81298 + }, + "9": { + "Dice": 0.9455706304868317, + "FN": 4921, + "FP": 2581, + "IoU": 0.8967605207387224, + "TN": 65978514, + "TP": 65164, + "n_pred": 67745, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9866611769011581, + "FN": 2675, + "FP": 1407, + "IoU": 0.9736735180873637, + "TN": 113317487, + "TP": 150971, + "n_pred": 152378, + "n_ref": 153646 + }, + "10": { + "Dice": 0.918027961736571, + "FN": 5710, + "FP": 7658, + "IoU": 0.8484766050054406, + "TN": 113384316, + "TP": 74856, + "n_pred": 82514, + "n_ref": 80566 + }, + "11": { + "Dice": 0.6956521739130435, + "FN": 1166, + "FP": 640, + "IoU": 0.5333333333333333, + "TN": 113468670, + "TP": 2064, + "n_pred": 2704, + "n_ref": 3230 + }, + "12": { + "Dice": 0.8950164432076904, + "FN": 545, + "FP": 285, + "IoU": 0.809981684981685, + "TN": 113468172, + "TP": 3538, + "n_pred": 3823, + "n_ref": 4083 + }, + "13": { + "Dice": 0.8023137798592362, + "FN": 16402, + "FP": 13399, + "IoU": 0.6698864580448629, + "TN": 113382265, + "TP": 60474, + "n_pred": 73873, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9775479266139673, + "FN": 5015, + "FP": 6863, + "IoU": 0.9560819055084339, + "TN": 113202082, + "TP": 258580, + "n_pred": 265443, + "n_ref": 263595 + }, + "15": { + "Dice": 0.8698705921970462, + "FN": 3801, + "FP": 1609, + "IoU": 0.769708837050911, + "TN": 113449048, + "TP": 18082, + "n_pred": 19691, + "n_ref": 21883 + }, + "2": { + "Dice": 0.973747054702923, + "FN": 4762, + "FP": 1834, + "IoU": 0.948837281457005, + "TN": 113343618, + "TP": 122326, + "n_pred": 124160, + "n_ref": 127088 + }, + "3": { + "Dice": 0.9798551962646276, + "FN": 2152, + "FP": 2706, + "IoU": 0.9605059915776466, + "TN": 113349534, + "TP": 118148, + "n_pred": 120854, + "n_ref": 120300 + }, + "4": { + "Dice": 0.8906340464066745, + "FN": 1095, + "FP": 6272, + "IoU": 0.80283160261214, + "TN": 113435176, + "TP": 29997, + "n_pred": 36269, + "n_ref": 31092 + }, + "5": { + "Dice": 0.8024386526444139, + "FN": 6502, + "FP": 6460, + "IoU": 0.67006058137759, + "TN": 113433254, + "TP": 26324, + "n_pred": 32784, + "n_ref": 32826 + }, + "6": { + "Dice": 0.97295854304129, + "FN": 24712, + "FP": 37484, + "IoU": 0.9473410605278085, + "TN": 112291430, + "TP": 1118914, + "n_pred": 1156398, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.940157972653628, + "FN": 13534, + "FP": 12498, + "IoU": 0.8870736849411336, + "TN": 113242018, + "TP": 204490, + "n_pred": 216988, + "n_ref": 218024 + }, + "8": { + "Dice": 0.9685474746614025, + "FN": 9979, + "FP": 3309, + "IoU": 0.9390131400797675, + "TN": 113254657, + "TP": 204595, + "n_pred": 207904, + "n_ref": 214574 + }, + "9": { + "Dice": 0.9319553252560082, + "FN": 7859, + "FP": 6507, + "IoU": 0.872580845440193, + "TN": 113359794, + "TP": 98380, + "n_pred": 104887, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9233990120109211, + "FN": 3911, + "FP": 16542, + "IoU": 0.857698462394768, + "TN": 75052998, + "TP": 123277, + "n_pred": 139819, + "n_ref": 127188 + }, + "10": { + "Dice": 0.926410149040773, + "FN": 10454, + "FP": 3781, + "IoU": 0.862908817751069, + "TN": 75092892, + "TP": 89601, + "n_pred": 93382, + "n_ref": 100055 + }, + "11": { + "Dice": 0.7562972292191436, + "FN": 1142, + "FP": 406, + "IoU": 0.6081012658227848, + "TN": 75192778, + "TP": 2402, + "n_pred": 2808, + "n_ref": 3544 + }, + "12": { + "Dice": 0.7201280227596017, + "FN": 1081, + "FP": 493, + "IoU": 0.5626562934148375, + "TN": 75193129, + "TP": 2025, + "n_pred": 2518, + "n_ref": 3106 + }, + "13": { + "Dice": 0.8403530022495241, + "FN": 6696, + "FP": 11756, + "IoU": 0.7246627671003939, + "TN": 75129712, + "TP": 48564, + "n_pred": 60320, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9557414113192287, + "FN": 3068, + "FP": 8971, + "IoU": 0.9152344272567892, + "TN": 75054701, + "TP": 129988, + "n_pred": 138959, + "n_ref": 133056 + }, + "15": { + "Dice": 0.9001335811360205, + "FN": 11818, + "FP": 1938, + "IoU": 0.8184026402640264, + "TN": 75120978, + "TP": 61994, + "n_pred": 63932, + "n_ref": 73812 + }, + "2": { + "Dice": 0.9475170193677767, + "FN": 2676, + "FP": 13236, + "IoU": 0.9002682578283652, + "TN": 75037180, + "TP": 143636, + "n_pred": 156872, + "n_ref": 146312 + }, + "3": { + "Dice": 0.9627684472965212, + "FN": 2511, + "FP": 8704, + "IoU": 0.9282097568157522, + "TN": 75040509, + "TP": 145004, + "n_pred": 153708, + "n_ref": 147515 + }, + "4": { + "Dice": 0.9367193675889328, + "FN": 1264, + "FP": 1938, + "IoU": 0.8809709676220215, + "TN": 75169827, + "TP": 23699, + "n_pred": 25637, + "n_ref": 24963 + }, + "5": { + "Dice": 0.9052317278982215, + "FN": 728, + "FP": 732, + "IoU": 0.8268706272975216, + "TN": 75188295, + "TP": 6973, + "n_pred": 7705, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9845859660193068, + "FN": 25421, + "FP": 13126, + "IoU": 0.9696399035962384, + "TN": 73927068, + "TP": 1231113, + "n_pred": 1244239, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.9569769201028762, + "FN": 9490, + "FP": 3307, + "IoU": 0.9175031104750485, + "TN": 75041607, + "TP": 142324, + "n_pred": 145631, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9609028327456766, + "FN": 4617, + "FP": 1903, + "IoU": 0.9247478128390388, + "TN": 75110086, + "TP": 80122, + "n_pred": 82025, + "n_ref": 84739 + }, + "9": { + "Dice": 0.9088585491769052, + "FN": 5405, + "FP": 9001, + "IoU": 0.832942922745089, + "TN": 75110494, + "TP": 71828, + "n_pred": 80829, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9819122048940705, + "FN": 5084, + "FP": 2681, + "IoU": 0.9644671212190546, + "TN": 86709342, + "TP": 210765, + "n_pred": 213446, + "n_ref": 215849 + }, + "10": { + "Dice": 0.7471435294117647, + "FN": 9290, + "FP": 31009, + "IoU": 0.5963520538477719, + "TN": 86828035, + "TP": 59538, + "n_pred": 90547, + "n_ref": 68828 + }, + "11": { + "Dice": 0.7034058656575213, + "FN": 1103, + "FP": 151, + "IoU": 0.5425027362276541, + "TN": 86925131, + "TP": 1487, + "n_pred": 1638, + "n_ref": 2590 + }, + "12": { + "Dice": 0.793139391642187, + "FN": 730, + "FP": 1453, + "IoU": 0.6571922110552764, + "TN": 86921504, + "TP": 4185, + "n_pred": 5638, + "n_ref": 4915 + }, + "13": { + "Dice": 0.7095663632994276, + "FN": 12285, + "FP": 22978, + "IoU": 0.5498666053945034, + "TN": 86849533, + "TP": 43076, + "n_pred": 66054, + "n_ref": 55361 + }, + "14": { + "Dice": 0.9178638370098114, + "FN": 8110, + "FP": 5343, + "IoU": 0.848196251452816, + "TN": 86839251, + "TP": 75168, + "n_pred": 80511, + "n_ref": 83278 + }, + "15": { + "Dice": 0.9442201398408794, + "FN": 11811, + "FP": 6011, + "IoU": 0.8943342977754589, + "TN": 86759208, + "TP": 150842, + "n_pred": 156853, + "n_ref": 162653 + }, + "2": { + "Dice": 0.9613483818044426, + "FN": 5268, + "FP": 4297, + "IoU": 0.9255734694512745, + "TN": 86799356, + "TP": 118951, + "n_pred": 123248, + "n_ref": 124219 + }, + "3": { + "Dice": 0.9695825392018905, + "FN": 7051, + "FP": 3195, + "IoU": 0.9409608979751766, + "TN": 86754326, + "TP": 163300, + "n_pred": 166495, + "n_ref": 170351 + }, + "4": { + "Dice": 0.9092967053137141, + "FN": 1660, + "FP": 1305, + "IoU": 0.8336792505749705, + "TN": 86910045, + "TP": 14862, + "n_pred": 16167, + "n_ref": 16522 + }, + "5": { + "Dice": 0.8821192052980132, + "FN": 145, + "FP": 1279, + "IoU": 0.7890995260663507, + "TN": 86921120, + "TP": 5328, + "n_pred": 6607, + "n_ref": 5473 + }, + "6": { + "Dice": 0.972551726121152, + "FN": 24439, + "FP": 40467, + "IoU": 0.9465700131545803, + "TN": 85713086, + "TP": 1149880, + "n_pred": 1190347, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.9534081586149761, + "FN": 75515, + "FP": 17110, + "IoU": 0.9109646386630229, + "TN": 85887555, + "TP": 947692, + "n_pred": 964802, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9514527801010946, + "FN": 2060, + "FP": 3280, + "IoU": 0.9074009849483249, + "TN": 86870204, + "TP": 52328, + "n_pred": 55608, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8661545708177832, + "FN": 2950, + "FP": 11826, + "IoU": 0.7639088614067043, + "TN": 86865286, + "TP": 47810, + "n_pred": 59636, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.962602804082164, + "FN": 3431, + "FP": 3176, + "IoU": 0.9279018758388895, + "TN": 37657961, + "TP": 85032, + "n_pred": 88208, + "n_ref": 88463 + }, + "10": { + "Dice": 0.8864228146311222, + "FN": 9201, + "FP": 3623, + "IoU": 0.7960138069257321, + "TN": 37686733, + "TP": 50043, + "n_pred": 53666, + "n_ref": 59244 + }, + "11": { + "Dice": 0.8530193695404482, + "FN": 342, + "FP": 432, + "IoU": 0.7437086092715232, + "TN": 37746580, + "TP": 2246, + "n_pred": 2678, + "n_ref": 2588 + }, + "12": { + "Dice": 0.8374433819828888, + "FN": 421, + "FP": 548, + "IoU": 0.7203463203463204, + "TN": 37746135, + "TP": 2496, + "n_pred": 3044, + "n_ref": 2917 + }, + "13": { + "Dice": 0.8102319399505398, + "FN": 7699, + "FP": 9720, + "IoU": 0.6809999084332936, + "TN": 37694995, + "TP": 37186, + "n_pred": 46906, + "n_ref": 44885 + }, + "14": { + "Dice": 0.7980656444393629, + "FN": 6042, + "FP": 41645, + "IoU": 0.6639843854593113, + "TN": 37607681, + "TP": 94232, + "n_pred": 135877, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 6414, + "IoU": 0.0, + "TN": 37743186, + "TP": 0, + "n_pred": 6414, + "n_ref": 0 + }, + "2": { + "Dice": 0.9213107713901153, + "FN": 12274, + "FP": 2751, + "IoU": 0.854102133361817, + "TN": 37646617, + "TP": 87958, + "n_pred": 90709, + "n_ref": 100232 + }, + "3": { + "Dice": 0.961497301851135, + "FN": 4243, + "FP": 2521, + "IoU": 0.9258495943871958, + "TN": 37658380, + "TP": 84456, + "n_pred": 86977, + "n_ref": 88699 + }, + "4": { + "Dice": 0.7947914626982573, + "FN": 3576, + "FP": 616, + "IoU": 0.659463850528026, + "TN": 37737290, + "TP": 8118, + "n_pred": 8734, + "n_ref": 11694 + }, + "5": { + "Dice": 0.8746853561028577, + "FN": 1188, + "FP": 1351, + "IoU": 0.777280701754386, + "TN": 37738200, + "TP": 8861, + "n_pred": 10212, + "n_ref": 10049 + }, + "6": { + "Dice": 0.9723945923653537, + "FN": 32812, + "FP": 7484, + "IoU": 0.9462723581842788, + "TN": 36999595, + "TP": 709709, + "n_pred": 717193, + "n_ref": 742521 + }, + "7": { + "Dice": 0.9519508982071542, + "FN": 25166, + "FP": 7150, + "IoU": 0.908307536907096, + "TN": 37397161, + "TP": 320123, + "n_pred": 327273, + "n_ref": 345289 + }, + "8": { + "Dice": 0.949707825203252, + "FN": 3325, + "FP": 4593, + "IoU": 0.904232029898765, + "TN": 37666921, + "TP": 74761, + "n_pred": 79354, + "n_ref": 78086 + }, + "9": { + "Dice": 0.9334805955138912, + "FN": 2792, + "FP": 4616, + "IoU": 0.8752588950443699, + "TN": 37690213, + "TP": 51979, + "n_pred": 56595, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9779347587523415, + "FN": 6429, + "FP": 2217, + "IoU": 0.956822245083449, + "TN": 75706446, + "TP": 191596, + "n_pred": 193813, + "n_ref": 198025 + }, + "10": { + "Dice": 0.9309241315374261, + "FN": 9679, + "FP": 5819, + "IoU": 0.8707746185274744, + "TN": 75786758, + "TP": 104432, + "n_pred": 110251, + "n_ref": 114111 + }, + "11": { + "Dice": 0.7590158409167509, + "FN": 964, + "FP": 1181, + "IoU": 0.6116241173275394, + "TN": 75901165, + "TP": 3378, + "n_pred": 4559, + "n_ref": 4342 + }, + "12": { + "Dice": 0.8933007985803016, + "FN": 557, + "FP": 405, + "IoU": 0.8071757867308078, + "TN": 75901699, + "TP": 4027, + "n_pred": 4432, + "n_ref": 4584 + }, + "13": { + "Dice": 0.8445759719558508, + "FN": 8253, + "FP": 3984, + "IoU": 0.7309662526107508, + "TN": 75861203, + "TP": 33248, + "n_pred": 37232, + "n_ref": 41501 + }, + "14": { + "Dice": 0.9369574849261235, + "FN": 2084, + "FP": 14279, + "IoU": 0.881392297711639, + "TN": 75768729, + "TP": 121596, + "n_pred": 135875, + "n_ref": 123680 + }, + "15": { + "Dice": 0.8758879390888428, + "FN": 30242, + "FP": 14259, + "IoU": 0.7791820491445357, + "TN": 75705160, + "TP": 157027, + "n_pred": 171286, + "n_ref": 187269 + }, + "2": { + "Dice": 0.9609898608008249, + "FN": 8177, + "FP": 6805, + "IoU": 0.9249090307641415, + "TN": 75707170, + "TP": 184536, + "n_pred": 191341, + "n_ref": 192713 + }, + "3": { + "Dice": 0.9706903314955244, + "FN": 5017, + "FP": 9852, + "IoU": 0.9430498529231524, + "TN": 75645600, + "TP": 246219, + "n_pred": 256071, + "n_ref": 251236 + }, + "4": { + "Dice": 0.921906444804398, + "FN": 2004, + "FP": 2769, + "IoU": 0.8551265707521398, + "TN": 75873742, + "TP": 28173, + "n_pred": 30942, + "n_ref": 30177 + }, + "5": { + "Dice": 0.9087225310405735, + "FN": 883, + "FP": 874, + "IoU": 0.832714462534514, + "TN": 75896185, + "TP": 8746, + "n_pred": 9620, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9814084270357684, + "FN": 48355, + "FP": 14485, + "IoU": 0.9634955295965628, + "TN": 74185255, + "TP": 1658593, + "n_pred": 1673078, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.9567573349858722, + "FN": 14359, + "FP": 9087, + "IoU": 0.9170995081694783, + "TN": 75623867, + "TP": 259375, + "n_pred": 268462, + "n_ref": 273734 + }, + "8": { + "Dice": 0.965353179323214, + "FN": 3283, + "FP": 3067, + "IoU": 0.9330267681987892, + "TN": 75811874, + "TP": 88464, + "n_pred": 91531, + "n_ref": 91747 + }, + "9": { + "Dice": 0.9229248369201153, + "FN": 6792, + "FP": 5059, + "IoU": 0.856880623150776, + "TN": 75823883, + "TP": 70954, + "n_pred": 76013, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9801458347737753, + "FN": 2904, + "FP": 829, + "IoU": 0.9610646974769758, + "TN": 61291873, + "TP": 92144, + "n_pred": 92973, + "n_ref": 95048 + }, + "10": { + "Dice": 0.9329576369996113, + "FN": 6038, + "FP": 4312, + "IoU": 0.8743398288107813, + "TN": 61305385, + "TP": 72015, + "n_pred": 76327, + "n_ref": 78053 + }, + "11": { + "Dice": 0.8918276374442794, + "FN": 341, + "FP": 387, + "IoU": 0.8047733976937517, + "TN": 61384021, + "TP": 3001, + "n_pred": 3388, + "n_ref": 3342 + }, + "12": { + "Dice": 0.8822708236389019, + "FN": 525, + "FP": 234, + "IoU": 0.7893422148209825, + "TN": 61384147, + "TP": 2844, + "n_pred": 3078, + "n_ref": 3369 + }, + "13": { + "Dice": 0.8945284148065145, + "FN": 4330, + "FP": 3953, + "IoU": 0.8091826391448581, + "TN": 61344342, + "TP": 35125, + "n_pred": 39078, + "n_ref": 39455 + }, + "14": { + "Dice": 0.9403661994534118, + "FN": 2288, + "FP": 5851, + "IoU": 0.8874445105170721, + "TN": 61315439, + "TP": 64172, + "n_pred": 70023, + "n_ref": 66460 + }, + "15": { + "Dice": 0.9328507587747882, + "FN": 2652, + "FP": 3118, + "IoU": 0.8741521080067177, + "TN": 61341901, + "TP": 40079, + "n_pred": 43197, + "n_ref": 42731 + }, + "2": { + "Dice": 0.9731228182253759, + "FN": 5211, + "FP": 1857, + "IoU": 0.9476525873752972, + "TN": 61252729, + "TP": 127953, + "n_pred": 129810, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9797201401934248, + "FN": 3497, + "FP": 1890, + "IoU": 0.9602464762748136, + "TN": 61252240, + "TP": 130123, + "n_pred": 132013, + "n_ref": 133620 + }, + "4": { + "Dice": 0.894675986755663, + "FN": 1953, + "FP": 2055, + "IoU": 0.8094241833483905, + "TN": 61366719, + "TP": 17023, + "n_pred": 19078, + "n_ref": 18976 + }, + "5": { + "Dice": 0.8151371576143319, + "FN": 7652, + "FP": 1439, + "IoU": 0.6879590856044484, + "TN": 61358616, + "TP": 20043, + "n_pred": 21482, + "n_ref": 27695 + }, + "6": { + "Dice": 0.977311362611907, + "FN": 27699, + "FP": 17199, + "IoU": 0.9556294329307522, + "TN": 60375863, + "TP": 966989, + "n_pred": 984188, + "n_ref": 994688 + }, + "7": { + "Dice": 0.9496044552014701, + "FN": 10642, + "FP": 7348, + "IoU": 0.9040446333800931, + "TN": 61200267, + "TP": 169493, + "n_pred": 176841, + "n_ref": 180135 + }, + "8": { + "Dice": 0.9717993521555645, + "FN": 8555, + "FP": 5244, + "IoU": 0.9451456329976904, + "TN": 61136193, + "TP": 237758, + "n_pred": 243002, + "n_ref": 246313 + }, + "9": { + "Dice": 0.9516391844027404, + "FN": 4085, + "FP": 3602, + "IoU": 0.907740131302584, + "TN": 61304431, + "TP": 75632, + "n_pred": 79234, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9802103157962646, + "FN": 3189, + "FP": 4173, + "IoU": 0.9611886950608107, + "TN": 39559113, + "TP": 182325, + "n_pred": 186498, + "n_ref": 185514 + }, + "10": { + "Dice": 0.8994619088077032, + "FN": 4192, + "FP": 6458, + "IoU": 0.8172928461142563, + "TN": 39690510, + "TP": 47640, + "n_pred": 54098, + "n_ref": 51832 + }, + "11": { + "Dice": 0.844746640764125, + "FN": 422, + "FP": 537, + "IoU": 0.7312219730941704, + "TN": 39745232, + "TP": 2609, + "n_pred": 3146, + "n_ref": 3031 + }, + "12": { + "Dice": 0.8903495667762175, + "FN": 480, + "FP": 254, + "IoU": 0.8023694130317717, + "TN": 39745086, + "TP": 2980, + "n_pred": 3234, + "n_ref": 3460 + }, + "13": { + "Dice": 0.9072179512838323, + "FN": 5281, + "FP": 2600, + "IoU": 0.830191118484842, + "TN": 39702389, + "TP": 38530, + "n_pred": 41130, + "n_ref": 43811 + }, + "14": { + "Dice": 0.6224023958219204, + "FN": 7770, + "FP": 23247, + "IoU": 0.4518027571580064, + "TN": 39692220, + "TP": 25563, + "n_pred": 48810, + "n_ref": 33333 + }, + "15": { + "Dice": 0.9483157673253123, + "FN": 2139, + "FP": 3265, + "IoU": 0.9017115003364798, + "TN": 39693819, + "TP": 49577, + "n_pred": 52842, + "n_ref": 51716 + }, + "2": { + "Dice": 0.9696810915652163, + "FN": 3109, + "FP": 4066, + "IoU": 0.9411465553304406, + "TN": 39626887, + "TP": 114738, + "n_pred": 118804, + "n_ref": 117847 + }, + "3": { + "Dice": 0.9692060869017493, + "FN": 3485, + "FP": 4826, + "IoU": 0.940252047073709, + "TN": 39609699, + "TP": 130790, + "n_pred": 135616, + "n_ref": 134275 + }, + "4": { + "Dice": 0.9325193325193325, + "FN": 861, + "FP": 2455, + "IoU": 0.8735702302882415, + "TN": 39722572, + "TP": 22912, + "n_pred": 25367, + "n_ref": 23773 + }, + "5": { + "Dice": 0.8571863117870723, + "FN": 888, + "FP": 990, + "IoU": 0.7500665424540857, + "TN": 39741286, + "TP": 5636, + "n_pred": 6626, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9805689986229577, + "FN": 14366, + "FP": 21842, + "IoU": 0.9618787316634573, + "TN": 38798989, + "TP": 913603, + "n_pred": 935445, + "n_ref": 927969 + }, + "7": { + "Dice": 0.9773152642833283, + "FN": 13830, + "FP": 19513, + "IoU": 0.9556368939040145, + "TN": 38997207, + "TP": 718250, + "n_pred": 737763, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9631466682996029, + "FN": 2348, + "FP": 1263, + "IoU": 0.9289131247908341, + "TN": 39698003, + "TP": 47186, + "n_pred": 48449, + "n_ref": 49534 + }, + "9": { + "Dice": 0.9211389128559103, + "FN": 1594, + "FP": 5261, + "IoU": 0.8538067818298145, + "TN": 39701910, + "TP": 40035, + "n_pred": 45296, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9752516626085692, + "FN": 3030, + "FP": 1737, + "IoU": 0.9516987020356054, + "TN": 101297915, + "TP": 93926, + "n_pred": 95663, + "n_ref": 96956 + }, + "10": { + "Dice": 0.9085067281719846, + "FN": 8732, + "FP": 6104, + "IoU": 0.8323521102887169, + "TN": 101308113, + "TP": 73659, + "n_pred": 79763, + "n_ref": 82391 + }, + "11": { + "Dice": 0.765143684101716, + "FN": 1828, + "FP": 444, + "IoU": 0.6196216306713545, + "TN": 101390635, + "TP": 3701, + "n_pred": 4145, + "n_ref": 5529 + }, + "12": { + "Dice": 0.8675090943901972, + "FN": 694, + "FP": 690, + "IoU": 0.7660185967878276, + "TN": 101390693, + "TP": 4531, + "n_pred": 5221, + "n_ref": 5225 + }, + "13": { + "Dice": 0.9426002480363787, + "FN": 4342, + "FP": 1212, + "IoU": 0.8914322575600602, + "TN": 101345451, + "TP": 45603, + "n_pred": 46815, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9858355813153609, + "FN": 2154, + "FP": 2829, + "IoU": 0.9720668198890072, + "TN": 101218218, + "TP": 173407, + "n_pred": 176236, + "n_ref": 175561 + }, + "15": { + "Dice": 0.9367429851539659, + "FN": 2203, + "FP": 1129, + "IoU": 0.881012748634075, + "TN": 101368605, + "TP": 24671, + "n_pred": 25800, + "n_ref": 26874 + }, + "2": { + "Dice": 0.9784858123029486, + "FN": 5614, + "FP": 2131, + "IoU": 0.9578778484799043, + "TN": 101212738, + "TP": 176125, + "n_pred": 178256, + "n_ref": 181739 + }, + "3": { + "Dice": 0.984714386249508, + "FN": 2065, + "FP": 3061, + "IoU": 0.9698890370483503, + "TN": 101226371, + "TP": 165111, + "n_pred": 168172, + "n_ref": 167176 + }, + "4": { + "Dice": 0.9290884243559245, + "FN": 968, + "FP": 433, + "IoU": 0.8675678230456565, + "TN": 101386029, + "TP": 9178, + "n_pred": 9611, + "n_ref": 10146 + }, + "5": { + "Dice": 0.8609836331884824, + "FN": 6716, + "FP": 3553, + "IoU": 0.7559010197532625, + "TN": 101354539, + "TP": 31800, + "n_pred": 35353, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9832219481822954, + "FN": 39778, + "FP": 21338, + "IoU": 0.9669976121382433, + "TN": 99544742, + "TP": 1790750, + "n_pred": 1812088, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.9641705590527481, + "FN": 15766, + "FP": 17326, + "IoU": 0.9308198057887089, + "TN": 100918263, + "TP": 445253, + "n_pred": 462579, + "n_ref": 461019 + }, + "8": { + "Dice": 0.9705796487809027, + "FN": 4714, + "FP": 10503, + "IoU": 0.9428409372628859, + "TN": 101130386, + "TP": 251005, + "n_pred": 261508, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9536846203169369, + "FN": 3328, + "FP": 4762, + "IoU": 0.9114695615062212, + "TN": 101305227, + "TP": 83291, + "n_pred": 88053, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9691635062080988, + "FN": 7960, + "FP": 5342, + "IoU": 0.9401719012130235, + "TN": 73661167, + "TP": 209035, + "n_pred": 214377, + "n_ref": 216995 + }, + "10": { + "Dice": 0.3803877316955862, + "FN": 55278, + "FP": 11712, + "IoU": 0.2348634541363517, + "TN": 73795951, + "TP": 20563, + "n_pred": 32275, + "n_ref": 75841 + }, + "11": { + "Dice": 0.6490752921148341, + "FN": 2065, + "FP": 2470, + "IoU": 0.48046740749226713, + "TN": 73874775, + "TP": 4194, + "n_pred": 6664, + "n_ref": 6259 + }, + "12": { + "Dice": 0.6537610619469026, + "FN": 2586, + "FP": 544, + "IoU": 0.485620377978636, + "TN": 73877419, + "TP": 2955, + "n_pred": 3499, + "n_ref": 5541 + }, + "13": { + "Dice": 0.01876808189708464, + "FN": 60480, + "FP": 18884, + "IoU": 0.009472935361881108, + "TN": 73803381, + "TP": 759, + "n_pred": 19643, + "n_ref": 61239 + }, + "14": { + "Dice": 0.8748234471616917, + "FN": 8545, + "FP": 17954, + "IoU": 0.7774988244777322, + "TN": 73764408, + "TP": 92597, + "n_pred": 110551, + "n_ref": 101142 + }, + "15": { + "Dice": 0.9349299065420561, + "FN": 14097, + "FP": 14867, + "IoU": 0.8778106833388176, + "TN": 73646462, + "TP": 208078, + "n_pred": 222945, + "n_ref": 222175 + }, + "2": { + "Dice": 0.7848555062302728, + "FN": 60131, + "FP": 11644, + "IoU": 0.6458947970832881, + "TN": 73680810, + "TP": 130919, + "n_pred": 142563, + "n_ref": 191050 + }, + "3": { + "Dice": 0.8193946833768693, + "FN": 15318, + "FP": 60598, + "IoU": 0.6940462420756945, + "TN": 73635375, + "TP": 172213, + "n_pred": 232811, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 0, + "IoU": 0.0, + "TN": 73835616, + "TP": 0, + "n_pred": 0, + "n_ref": 47888 + }, + "5": { + "Dice": 0.7426047658175843, + "FN": 4283, + "FP": 3235, + "IoU": 0.5905897729129227, + "TN": 73865141, + "TP": 10845, + "n_pred": 14080, + "n_ref": 15128 + }, + "6": { + "Dice": 0.8037886120831975, + "FN": 449081, + "FP": 162287, + "IoU": 0.6719452934510114, + "TN": 72019888, + "TP": 1252248, + "n_pred": 1414535, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.5920192105085298, + "FN": 98144, + "FP": 4475, + "IoU": 0.42047392615516677, + "TN": 73706430, + "TP": 74455, + "n_pred": 78930, + "n_ref": 172599 + }, + "8": { + "Dice": 0.9150999477593568, + "FN": 3248, + "FP": 10891, + "IoU": 0.8434877902986562, + "TN": 73793166, + "TP": 76199, + "n_pred": 87090, + "n_ref": 79447 + }, + "9": { + "Dice": 0.8312216989903356, + "FN": 7484, + "FP": 26099, + "IoU": 0.7111885104919161, + "TN": 73767224, + "TP": 82697, + "n_pred": 108796, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9716143334458588, + "FN": 4576, + "FP": 6103, + "IoU": 0.9447956783581897, + "TN": 69302331, + "TP": 182766, + "n_pred": 188869, + "n_ref": 187342 + }, + "10": { + "Dice": 0.8297838409904751, + "FN": 10237, + "FP": 13245, + "IoU": 0.7090859535667385, + "TN": 69415058, + "TP": 57236, + "n_pred": 70481, + "n_ref": 67473 + }, + "11": { + "Dice": 0.7925831202046035, + "FN": 362, + "FP": 1260, + "IoU": 0.6564287227282355, + "TN": 69491055, + "TP": 3099, + "n_pred": 4359, + "n_ref": 3461 + }, + "12": { + "Dice": 0.8315520096342014, + "FN": 390, + "FP": 729, + "IoU": 0.7116722494202525, + "TN": 69491895, + "TP": 2762, + "n_pred": 3491, + "n_ref": 3152 + }, + "13": { + "Dice": 0.8203113380595906, + "FN": 11632, + "FP": 17364, + "IoU": 0.6953625685528776, + "TN": 69400594, + "TP": 66186, + "n_pred": 83550, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9632869749758007, + "FN": 6239, + "FP": 4798, + "IoU": 0.929174180051722, + "TN": 69339943, + "TP": 144796, + "n_pred": 149594, + "n_ref": 151035 + }, + "15": { + "Dice": 0.9380111712283428, + "FN": 8266, + "FP": 3065, + "IoU": 0.8832589814652642, + "TN": 69398715, + "TP": 85730, + "n_pred": 88795, + "n_ref": 93996 + }, + "2": { + "Dice": 0.9684579711884354, + "FN": 4906, + "FP": 4555, + "IoU": 0.9388448983549336, + "TN": 69341071, + "TP": 145244, + "n_pred": 149799, + "n_ref": 150150 + }, + "3": { + "Dice": 0.9710770849161359, + "FN": 6408, + "FP": 3490, + "IoU": 0.9437802100432241, + "TN": 69319717, + "TP": 166161, + "n_pred": 169651, + "n_ref": 172569 + }, + "4": { + "Dice": 0.7319786903022016, + "FN": 13830, + "FP": 3225, + "IoU": 0.5772605591909578, + "TN": 69455432, + "TP": 23289, + "n_pred": 26514, + "n_ref": 37119 + }, + "5": { + "Dice": 0.9118152268703258, + "FN": 1841, + "FP": 1496, + "IoU": 0.8379231628539512, + "TN": 69475187, + "TP": 17252, + "n_pred": 18748, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9824620488398728, + "FN": 26086, + "FP": 24739, + "IoU": 0.965528654454349, + "TN": 68021363, + "TP": 1423588, + "n_pred": 1448327, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.9671823828345567, + "FN": 13237, + "FP": 7105, + "IoU": 0.9364503149055283, + "TN": 69175680, + "TP": 299754, + "n_pred": 306859, + "n_ref": 312991 + }, + "8": { + "Dice": 0.9539486822510427, + "FN": 5090, + "FP": 2981, + "IoU": 0.9119520869242685, + "TN": 69404110, + "TP": 83595, + "n_pred": 86576, + "n_ref": 88685 + }, + "9": { + "Dice": 0.9288987327097558, + "FN": 4249, + "FP": 7404, + "IoU": 0.8672370774611783, + "TN": 69408003, + "TP": 76120, + "n_pred": 83524, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9780866507126222, + "FN": 4391, + "FP": 4482, + "IoU": 0.957113097108167, + "TN": 50626659, + "TP": 198020, + "n_pred": 202502, + "n_ref": 202411 + }, + "10": { + "Dice": 0.9171934341808818, + "FN": 4597, + "FP": 8267, + "IoU": 0.8470519695150225, + "TN": 50749445, + "TP": 71243, + "n_pred": 79510, + "n_ref": 75840 + }, + "11": { + "Dice": 0.853548687684423, + "FN": 1233, + "FP": 653, + "IoU": 0.7445136819290166, + "TN": 50826170, + "TP": 5496, + "n_pred": 6149, + "n_ref": 6729 + }, + "12": { + "Dice": 0.8885423506237689, + "FN": 886, + "FP": 472, + "IoU": 0.7994387830453404, + "TN": 50826781, + "TP": 5413, + "n_pred": 5885, + "n_ref": 6299 + }, + "13": { + "Dice": 0.8319243175128598, + "FN": 4030, + "FP": 13843, + "IoU": 0.712217821144495, + "TN": 50771446, + "TP": 44233, + "n_pred": 58076, + "n_ref": 48263 + }, + "14": { + "Dice": 0.6099886492622021, + "FN": 26554, + "FP": 4370, + "IoU": 0.4388371713212478, + "TN": 50778445, + "TP": 24183, + "n_pred": 28553, + "n_ref": 50737 + }, + "15": { + "Dice": 0.8499674621830883, + "FN": 2756, + "FP": 8541, + "IoU": 0.7390812296463958, + "TN": 50790255, + "TP": 32000, + "n_pred": 40541, + "n_ref": 34756 + }, + "2": { + "Dice": 0.9747345122324519, + "FN": 5090, + "FP": 5640, + "IoU": 0.9507142529052409, + "TN": 50615842, + "TP": 206980, + "n_pred": 212620, + "n_ref": 212070 + }, + "3": { + "Dice": 0.9737600149563241, + "FN": 5210, + "FP": 5457, + "IoU": 0.9488618930735598, + "TN": 50624960, + "TP": 197925, + "n_pred": 203382, + "n_ref": 203135 + }, + "4": { + "Dice": 0.9490847308999233, + "FN": 648, + "FP": 1210, + "IoU": 0.903102998696219, + "TN": 50814377, + "TP": 17317, + "n_pred": 18527, + "n_ref": 17965 + }, + "5": { + "Dice": 0.9063714521257802, + "FN": 1300, + "FP": 1085, + "IoU": 0.8287744992461771, + "TN": 50819623, + "TP": 11544, + "n_pred": 12629, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9871508871281359, + "FN": 24756, + "FP": 31777, + "IoU": 0.9746277847142871, + "TN": 48605406, + "TP": 2171613, + "n_pred": 2203390, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.959770896881652, + "FN": 9684, + "FP": 8648, + "IoU": 0.9226533789570949, + "TN": 50596541, + "TP": 218679, + "n_pred": 227327, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9658148025224029, + "FN": 3984, + "FP": 3020, + "IoU": 0.9338896020539152, + "TN": 50727608, + "TP": 98940, + "n_pred": 101960, + "n_ref": 102924 + }, + "9": { + "Dice": 0.9579092230992937, + "FN": 4445, + "FP": 5281, + "IoU": 0.9192185981611143, + "TN": 50713153, + "TP": 110673, + "n_pred": 115954, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9800805756357809, + "FN": 6755, + "FP": 1586, + "IoU": 0.9609392195336683, + "TN": 76671321, + "TP": 205198, + "n_pred": 206784, + "n_ref": 211953 + }, + "10": { + "Dice": 0.8589728187415527, + "FN": 7760, + "FP": 11022, + "IoU": 0.7528066227083087, + "TN": 76808879, + "TP": 57199, + "n_pred": 68221, + "n_ref": 64959 + }, + "11": { + "Dice": 0.8086847073631215, + "FN": 304, + "FP": 912, + "IoU": 0.6788166930797676, + "TN": 76881074, + "TP": 2570, + "n_pred": 3482, + "n_ref": 2874 + }, + "12": { + "Dice": 0.8697743248242693, + "FN": 258, + "FP": 446, + "IoU": 0.7695581014729951, + "TN": 76881805, + "TP": 2351, + "n_pred": 2797, + "n_ref": 2609 + }, + "13": { + "Dice": 0.6484428390120082, + "FN": 12894, + "FP": 19515, + "IoU": 0.47977463160936146, + "TN": 76822562, + "TP": 29889, + "n_pred": 49404, + "n_ref": 42783 + }, + "14": { + "Dice": 0.9537851416614965, + "FN": 3105, + "FP": 4493, + "IoU": 0.911653217367038, + "TN": 76798858, + "TP": 78404, + "n_pred": 82897, + "n_ref": 81509 + }, + "15": { + "Dice": 0.872636451249474, + "FN": 7871, + "FP": 1512, + "IoU": 0.7740506176704313, + "TN": 76843333, + "TP": 32144, + "n_pred": 33656, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9562266180893464, + "FN": 6130, + "FP": 2821, + "IoU": 0.91612473996889, + "TN": 76778142, + "TP": 97767, + "n_pred": 100588, + "n_ref": 103897 + }, + "3": { + "Dice": 0.965566856600685, + "FN": 4802, + "FP": 1803, + "IoU": 0.9334260631167286, + "TN": 76785647, + "TP": 92608, + "n_pred": 94411, + "n_ref": 97410 + }, + "4": { + "Dice": 0.9542542338298307, + "FN": 1498, + "FP": 744, + "IoU": 0.9125107312885351, + "TN": 76859234, + "TP": 23384, + "n_pred": 24128, + "n_ref": 24882 + }, + "5": { + "Dice": 0.9141303627080433, + "FN": 1969, + "FP": 621, + "IoU": 0.8418417195896434, + "TN": 76868484, + "TP": 13786, + "n_pred": 14407, + "n_ref": 15755 + }, + "6": { + "Dice": 0.975689016010923, + "FN": 27348, + "FP": 27653, + "IoU": 0.952532025197269, + "TN": 75726163, + "TP": 1103696, + "n_pred": 1131349, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.9273030439492229, + "FN": 8776, + "FP": 15116, + "IoU": 0.8644594717255151, + "TN": 76708588, + "TP": 152380, + "n_pred": 167496, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9634565639494004, + "FN": 2628, + "FP": 3037, + "IoU": 0.9294898124292098, + "TN": 76804517, + "TP": 74678, + "n_pred": 77715, + "n_ref": 77306 + }, + "9": { + "Dice": 0.9445863396804284, + "FN": 7261, + "FP": 2654, + "IoU": 0.8949915802628653, + "TN": 76790439, + "TP": 84506, + "n_pred": 87160, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9631002170575467, + "FN": 6325, + "FP": 2736, + "IoU": 0.9288267129582355, + "TN": 130872623, + "TP": 118248, + "n_pred": 120984, + "n_ref": 124573 + }, + "10": { + "Dice": 0.8620944076465163, + "FN": 6152, + "FP": 10296, + "IoU": 0.7576150547458701, + "TN": 130932073, + "TP": 51411, + "n_pred": 61707, + "n_ref": 57563 + }, + "11": { + "Dice": 0.7885909220126978, + "FN": 1407, + "FP": 824, + "IoU": 0.6509699624530664, + "TN": 130993540, + "TP": 4161, + "n_pred": 4985, + "n_ref": 5568 + }, + "12": { + "Dice": 0.8344556677890012, + "FN": 1354, + "FP": 1006, + "IoU": 0.7159364467982667, + "TN": 130991624, + "TP": 5948, + "n_pred": 6954, + "n_ref": 7302 + }, + "13": { + "Dice": 0.765581469394253, + "FN": 20709, + "FP": 14631, + "IoU": 0.6201960278565901, + "TN": 130906884, + "TP": 57708, + "n_pred": 72339, + "n_ref": 78417 + }, + "14": { + "Dice": 0.781355023984855, + "FN": 337342, + "FP": 3367, + "IoU": 0.641167066178546, + "TN": 130050440, + "TP": 608783, + "n_pred": 612150, + "n_ref": 946125 + }, + "15": { + "Dice": 0.36480053081197644, + "FN": 14314, + "FP": 23979, + "IoU": 0.22309237355190814, + "TN": 130950643, + "TP": 10996, + "n_pred": 34975, + "n_ref": 25310 + }, + "2": { + "Dice": 0.9586993593584366, + "FN": 10846, + "FP": 7076, + "IoU": 0.9206748963179023, + "TN": 130774001, + "TP": 208009, + "n_pred": 215085, + "n_ref": 218855 + }, + "3": { + "Dice": 0.9686681471358615, + "FN": 10853, + "FP": 6755, + "IoU": 0.9392400171154881, + "TN": 130710136, + "TP": 272188, + "n_pred": 278943, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 0, + "IoU": 0.0, + "TN": 130997652, + "TP": 0, + "n_pred": 0, + "n_ref": 2280 + }, + "5": { + "Dice": 0.8121277747698972, + "FN": 6469, + "FP": 1512, + "IoU": 0.6836827711941659, + "TN": 130974701, + "TP": 17250, + "n_pred": 18762, + "n_ref": 23719 + }, + "6": { + "Dice": 0.9754414969461958, + "FN": 48721, + "FP": 22997, + "IoU": 0.9520603206540085, + "TN": 129503927, + "TP": 1424287, + "n_pred": 1447284, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.8758625363652109, + "FN": 29600, + "FP": 19855, + "IoU": 0.7791418440349764, + "TN": 130776010, + "TP": 174467, + "n_pred": 194322, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9612639237984004, + "FN": 4215, + "FP": 5602, + "IoU": 0.9254169040835708, + "TN": 130868307, + "TP": 121808, + "n_pred": 127410, + "n_ref": 126023 + }, + "9": { + "Dice": 0.8258737303696357, + "FN": 3920, + "FP": 18555, + "IoU": 0.7033943041148679, + "TN": 130924158, + "TP": 53299, + "n_pred": 71854, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9686405060857864, + "FN": 1988, + "FP": 1601, + "IoU": 0.93918804432546, + "TN": 74367680, + "TP": 55429, + "n_pred": 57030, + "n_ref": 57417 + }, + "10": { + "Dice": 0.8768293399682621, + "FN": 11641, + "FP": 7220, + "IoU": 0.7806732949590093, + "TN": 74340703, + "TP": 67134, + "n_pred": 74354, + "n_ref": 78775 + }, + "11": { + "Dice": 0.8441502988898377, + "FN": 411, + "FP": 319, + "IoU": 0.7303287772441818, + "TN": 74423991, + "TP": 1977, + "n_pred": 2296, + "n_ref": 2388 + }, + "12": { + "Dice": 0.7997750281214848, + "FN": 324, + "FP": 744, + "IoU": 0.6663542642924086, + "TN": 74423497, + "TP": 2133, + "n_pred": 2877, + "n_ref": 2457 + }, + "13": { + "Dice": 0.5834834427679534, + "FN": 58140, + "FP": 6373, + "IoU": 0.4119143117593437, + "TN": 74316998, + "TP": 45187, + "n_pred": 51560, + "n_ref": 103327 + }, + "14": { + "Dice": 0.9385066104423188, + "FN": 13766, + "FP": 6825, + "IoU": 0.8841379698401981, + "TN": 74248978, + "TP": 157129, + "n_pred": 163954, + "n_ref": 170895 + }, + "15": { + "Dice": 0.8098562628336755, + "FN": 6442, + "FP": 966, + "IoU": 0.6804692891649413, + "TN": 74403514, + "TP": 15776, + "n_pred": 16742, + "n_ref": 22218 + }, + "2": { + "Dice": 0.9562280349218022, + "FN": 6925, + "FP": 3313, + "IoU": 0.916127340946701, + "TN": 74304632, + "TP": 111828, + "n_pred": 115141, + "n_ref": 118753 + }, + "3": { + "Dice": 0.9634438387644644, + "FN": 6678, + "FP": 2771, + "IoU": 0.9294661252276731, + "TN": 74292734, + "TP": 124515, + "n_pred": 127286, + "n_ref": 131193 + }, + "4": { + "Dice": 0.5612629921988935, + "FN": 18337, + "FP": 616, + "IoU": 0.39010812202342643, + "TN": 74395622, + "TP": 12123, + "n_pred": 12739, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9757546974784751, + "FN": 14377, + "FP": 29017, + "IoU": 0.9526572346256568, + "TN": 73510106, + "TP": 873198, + "n_pred": 902215, + "n_ref": 887575 + }, + "7": { + "Dice": 0.8782410433839826, + "FN": 12807, + "FP": 25376, + "IoU": 0.782914224311924, + "TN": 74250809, + "TP": 137706, + "n_pred": 163082, + "n_ref": 150513 + }, + "8": { + "Dice": 0.9481547374663565, + "FN": 1663, + "FP": 2883, + "IoU": 0.9014203621381329, + "TN": 74380583, + "TP": 41569, + "n_pred": 44452, + "n_ref": 43232 + }, + "9": { + "Dice": 0.9097324656543746, + "FN": 2318, + "FP": 3924, + "IoU": 0.8344121392190152, + "TN": 74389002, + "TP": 31454, + "n_pred": 35378, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9785113380398253, + "FN": 4430, + "FP": 1542, + "IoU": 0.9579267734231346, + "TN": 106504745, + "TP": 135971, + "n_pred": 137513, + "n_ref": 140401 + }, + "10": { + "Dice": 0.9001189239639314, + "FN": 9652, + "FP": 10253, + "IoU": 0.8183784079710938, + "TN": 106537092, + "TP": 89691, + "n_pred": 99944, + "n_ref": 99343 + }, + "11": { + "Dice": 0.6643309222423146, + "FN": 1712, + "FP": 1258, + "IoU": 0.4973768827212726, + "TN": 106640779, + "TP": 2939, + "n_pred": 4197, + "n_ref": 4651 + }, + "12": { + "Dice": 0.8419679463287365, + "FN": 952, + "FP": 744, + "IoU": 0.7270679111683296, + "TN": 106640474, + "TP": 4518, + "n_pred": 5262, + "n_ref": 5470 + }, + "13": { + "Dice": 0.8996513373883389, + "FN": 5593, + "FP": 2293, + "IoU": 0.8176056989545749, + "TN": 106603452, + "TP": 35350, + "n_pred": 37643, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9589336414425712, + "FN": 2199, + "FP": 3630, + "IoU": 0.9211071259389592, + "TN": 106572803, + "TP": 68056, + "n_pred": 71686, + "n_ref": 70255 + }, + "15": { + "Dice": 0.9154477848658936, + "FN": 587, + "FP": 4211, + "IoU": 0.8440790328870401, + "TN": 106615916, + "TP": 25974, + "n_pred": 30185, + "n_ref": 26561 + }, + "2": { + "Dice": 0.9719605364624325, + "FN": 3283, + "FP": 7298, + "IoU": 0.9454506085961304, + "TN": 106452717, + "TP": 183390, + "n_pred": 190688, + "n_ref": 186673 + }, + "3": { + "Dice": 0.9737449586075143, + "FN": 3698, + "FP": 4218, + "IoU": 0.9488333010148019, + "TN": 106491978, + "TP": 146794, + "n_pred": 151012, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8772437491522358, + "FN": 382, + "FP": 2333, + "IoU": 0.7813305412371134, + "TN": 106634272, + "TP": 9701, + "n_pred": 12034, + "n_ref": 10083 + }, + "5": { + "Dice": 0.7513082481933715, + "FN": 1427, + "FP": 569, + "IoU": 0.6016763121133506, + "TN": 106641677, + "TP": 3015, + "n_pred": 3584, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9821299909345316, + "FN": 26718, + "FP": 18620, + "IoU": 0.9648874435707653, + "TN": 105355469, + "TP": 1245881, + "n_pred": 1264501, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.9711880944401771, + "FN": 9369, + "FP": 10061, + "IoU": 0.9439899452871416, + "TN": 106299786, + "TP": 327472, + "n_pred": 337533, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9635836377324819, + "FN": 1917, + "FP": 3307, + "IoU": 0.9297263848906346, + "TN": 106572350, + "TP": 69114, + "n_pred": 72421, + "n_ref": 71031 + }, + "9": { + "Dice": 0.9296381115961736, + "FN": 7145, + "FP": 4653, + "IoU": 0.8685269175479456, + "TN": 106556951, + "TP": 77939, + "n_pred": 82592, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9753324031382646, + "FN": 5504, + "FP": 2045, + "IoU": 0.9518524896516976, + "TN": 107970139, + "TP": 149240, + "n_pred": 151285, + "n_ref": 154744 + }, + "10": { + "Dice": 0.890526865195581, + "FN": 4362, + "FP": 14515, + "IoU": 0.8026574391569792, + "TN": 108031272, + "TP": 76779, + "n_pred": 91294, + "n_ref": 81141 + }, + "11": { + "Dice": 0.8128627450980392, + "FN": 446, + "FP": 747, + "IoU": 0.6847251585623678, + "TN": 108123144, + "TP": 2591, + "n_pred": 3338, + "n_ref": 3037 + }, + "12": { + "Dice": 0.8389042472983161, + "FN": 636, + "FP": 646, + "IoU": 0.7225108225108225, + "TN": 108122308, + "TP": 3338, + "n_pred": 3984, + "n_ref": 3974 + }, + "13": { + "Dice": 0.8818894464260524, + "FN": 11779, + "FP": 5804, + "IoU": 0.788731886670031, + "TN": 108043702, + "TP": 65643, + "n_pred": 71447, + "n_ref": 77422 + }, + "14": { + "Dice": 0.8941238687035011, + "FN": 2697, + "FP": 6112, + "IoU": 0.8085208129551136, + "TN": 108080923, + "TP": 37196, + "n_pred": 43308, + "n_ref": 39893 + }, + "15": { + "Dice": 0.8665972421717897, + "FN": 3098, + "FP": 4332, + "IoU": 0.7645977885498844, + "TN": 108095365, + "TP": 24133, + "n_pred": 28465, + "n_ref": 27231 + }, + "2": { + "Dice": 0.9691764799175291, + "FN": 7071, + "FP": 4590, + "IoU": 0.9401963197735245, + "TN": 107931940, + "TP": 183327, + "n_pred": 187917, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9726482669310617, + "FN": 7959, + "FP": 2855, + "IoU": 0.9467529334140853, + "TN": 107923837, + "TP": 192277, + "n_pred": 195132, + "n_ref": 200236 + }, + "4": { + "Dice": 0.9625164700358934, + "FN": 1532, + "FP": 943, + "IoU": 0.9277414457549924, + "TN": 108092676, + "TP": 31777, + "n_pred": 32720, + "n_ref": 33309 + }, + "5": { + "Dice": 0.8629592850049652, + "FN": 401, + "FP": 703, + "IoU": 0.7589519650655022, + "TN": 108122348, + "TP": 3476, + "n_pred": 4179, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9848537062206772, + "FN": 23300, + "FP": 21487, + "IoU": 0.970159387130432, + "TN": 106626054, + "TP": 1456087, + "n_pred": 1477574, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.971924065142719, + "FN": 7102, + "FP": 7300, + "IoU": 0.9453815931190365, + "TN": 107863244, + "TP": 249282, + "n_pred": 256582, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9619627671799587, + "FN": 1316, + "FP": 1994, + "IoU": 0.9267131628473375, + "TN": 108081763, + "TP": 41855, + "n_pred": 43849, + "n_ref": 43171 + }, + "9": { + "Dice": 0.9189257623953536, + "FN": 3672, + "FP": 6574, + "IoU": 0.8500117109731818, + "TN": 108058616, + "TP": 58066, + "n_pred": 64640, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.956073698350007, + "FN": 5273, + "FP": 5682, + "IoU": 0.9158440560783561, + "TN": 62439985, + "TP": 119220, + "n_pred": 124902, + "n_ref": 124493 + }, + "10": { + "Dice": 0.9206953065955622, + "FN": 4935, + "FP": 4404, + "IoU": 0.853044846577498, + "TN": 62506610, + "TP": 54211, + "n_pred": 58615, + "n_ref": 59146 + }, + "11": { + "Dice": 0.697371985911677, + "FN": 765, + "FP": 352, + "IoU": 0.5353577371048253, + "TN": 62567756, + "TP": 1287, + "n_pred": 1639, + "n_ref": 2052 + }, + "12": { + "Dice": 0.7806691449814126, + "FN": 907, + "FP": 981, + "IoU": 0.6402439024390244, + "TN": 62564912, + "TP": 3360, + "n_pred": 4341, + "n_ref": 4267 + }, + "13": { + "Dice": 0.886964898266059, + "FN": 3958, + "FP": 5664, + "IoU": 0.7968885229983323, + "TN": 62522787, + "TP": 37751, + "n_pred": 43415, + "n_ref": 41709 + }, + "14": { + "Dice": 0.9714141194356295, + "FN": 10671, + "FP": 9561, + "IoU": 0.9444171243169587, + "TN": 62206163, + "TP": 343765, + "n_pred": 353326, + "n_ref": 354436 + }, + "15": { + "Dice": 0.9113196768138415, + "FN": 7591, + "FP": 8708, + "IoU": 0.8370865693124232, + "TN": 62470113, + "TP": 83748, + "n_pred": 92456, + "n_ref": 91339 + }, + "2": { + "Dice": 0.9591639054757222, + "FN": 4615, + "FP": 9213, + "IoU": 0.9215321322173358, + "TN": 62393935, + "TP": 162397, + "n_pred": 171610, + "n_ref": 167012 + }, + "3": { + "Dice": 0.9743724675051307, + "FN": 5750, + "FP": 4477, + "IoU": 0.9500256541816317, + "TN": 62365515, + "TP": 194418, + "n_pred": 198895, + "n_ref": 200168 + }, + "4": { + "Dice": 0.9243129696602205, + "FN": 2139, + "FP": 1356, + "IoU": 0.859276856176518, + "TN": 62545324, + "TP": 21341, + "n_pred": 22697, + "n_ref": 23480 + }, + "5": { + "Dice": 0.7074033947273384, + "FN": 3278, + "FP": 773, + "IoU": 0.5472731336611534, + "TN": 62561212, + "TP": 4897, + "n_pred": 5670, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9787470032479364, + "FN": 42133, + "FP": 19337, + "IoU": 0.9583785862667616, + "TN": 61093276, + "TP": 1415414, + "n_pred": 1434751, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.9161633158247368, + "FN": 8266, + "FP": 24518, + "IoU": 0.8452964632045867, + "TN": 62358245, + "TP": 179131, + "n_pred": 203649, + "n_ref": 187397 + }, + "8": { + "Dice": 0.9462903169808701, + "FN": 1984, + "FP": 5751, + "IoU": 0.8980560131795716, + "TN": 62494285, + "TP": 68140, + "n_pred": 73891, + "n_ref": 70124 + }, + "9": { + "Dice": 0.899307978051402, + "FN": 1903, + "FP": 8777, + "IoU": 0.8170386993986946, + "TN": 62511787, + "TP": 47693, + "n_pred": 56470, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9463503119006903, + "FN": 7332, + "FP": 23664, + "IoU": 0.8981640886809562, + "TN": 55076876, + "TP": 273376, + "n_pred": 297040, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8969901057530411, + "FN": 5448, + "FP": 10887, + "IoU": 0.8132203622392975, + "TN": 55293792, + "TP": 71121, + "n_pred": 82008, + "n_ref": 76569 + }, + "11": { + "Dice": 0.799074074074074, + "FN": 875, + "FP": 861, + "IoU": 0.6653816499614496, + "TN": 55376060, + "TP": 3452, + "n_pred": 4313, + "n_ref": 4327 + }, + "12": { + "Dice": 0.8420123565754634, + "FN": 912, + "FP": 520, + "IoU": 0.7271341463414634, + "TN": 55376000, + "TP": 3816, + "n_pred": 4336, + "n_ref": 4728 + }, + "13": { + "Dice": 0.8710440160058203, + "FN": 6981, + "FP": 7199, + "IoU": 0.7715482519735782, + "TN": 55319178, + "TP": 47890, + "n_pred": 55089, + "n_ref": 54871 + }, + "14": { + "Dice": 0.9519261180340313, + "FN": 4892, + "FP": 4228, + "IoU": 0.9082624177681212, + "TN": 55281834, + "TP": 90294, + "n_pred": 94522, + "n_ref": 95186 + }, + "15": { + "Dice": 0.9043654440175813, + "FN": 6174, + "FP": 11102, + "IoU": 0.825426177989309, + "TN": 55282287, + "TP": 81685, + "n_pred": 92787, + "n_ref": 87859 + }, + "2": { + "Dice": 0.9699470403237728, + "FN": 5077, + "FP": 6715, + "IoU": 0.9416477388003939, + "TN": 55179165, + "TP": 190291, + "n_pred": 197006, + "n_ref": 195368 + }, + "3": { + "Dice": 0.9730147167558508, + "FN": 6235, + "FP": 3619, + "IoU": 0.9474475755701091, + "TN": 55193740, + "TP": 177654, + "n_pred": 181273, + "n_ref": 183889 + }, + "4": { + "Dice": 0.8998947737635917, + "FN": 995, + "FP": 432, + "IoU": 0.8180079071546996, + "TN": 55373407, + "TP": 6414, + "n_pred": 6846, + "n_ref": 7409 + }, + "5": { + "Dice": 0.8374469726185885, + "FN": 1297, + "FP": 389, + "IoU": 0.7203516337701111, + "TN": 55375219, + "TP": 4343, + "n_pred": 4732, + "n_ref": 5640 + }, + "6": { + "Dice": 0.976463781477464, + "FN": 49909, + "FP": 19938, + "IoU": 0.9540099937909179, + "TN": 53862505, + "TP": 1448896, + "n_pred": 1468834, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.955740132340012, + "FN": 10017, + "FP": 5287, + "IoU": 0.9152320815331783, + "TN": 55200708, + "TP": 165236, + "n_pred": 170523, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9576923884073787, + "FN": 1417, + "FP": 2615, + "IoU": 0.9188193367829746, + "TN": 55331581, + "TP": 45635, + "n_pred": 48250, + "n_ref": 47052 + }, + "9": { + "Dice": 0.9116423822322818, + "FN": 2583, + "FP": 6786, + "IoU": 0.8376312779453052, + "TN": 55323546, + "TP": 48333, + "n_pred": 55119, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9838953553975818, + "FN": 5355, + "FP": 3922, + "IoU": 0.9683012085655417, + "TN": 110853954, + "TP": 283384, + "n_pred": 287306, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8876152202727157, + "FN": 8945, + "FP": 9624, + "IoU": 0.7979390193475375, + "TN": 111054717, + "TP": 73329, + "n_pred": 82953, + "n_ref": 82274 + }, + "11": { + "Dice": 0.814043583535109, + "FN": 272, + "FP": 1264, + "IoU": 0.6864026133115557, + "TN": 111141717, + "TP": 3362, + "n_pred": 4626, + "n_ref": 3634 + }, + "12": { + "Dice": 0.8625, + "FN": 620, + "FP": 172, + "IoU": 0.7582417582417582, + "TN": 111143339, + "TP": 2484, + "n_pred": 2656, + "n_ref": 3104 + }, + "13": { + "Dice": 0.8977827822026461, + "FN": 8376, + "FP": 3970, + "IoU": 0.81452436752599, + "TN": 111080051, + "TP": 54218, + "n_pred": 58188, + "n_ref": 62594 + }, + "14": { + "Dice": 0.926991510059142, + "FN": 4047, + "FP": 1792, + "IoU": 0.8639181504614524, + "TN": 111103707, + "TP": 37069, + "n_pred": 38861, + "n_ref": 41116 + }, + "15": { + "Dice": 0.9084008843036109, + "FN": 710, + "FP": 4262, + "IoU": 0.8321744413690677, + "TN": 111116989, + "TP": 24654, + "n_pred": 28916, + "n_ref": 25364 + }, + "2": { + "Dice": 0.9711517872784962, + "FN": 6216, + "FP": 2676, + "IoU": 0.9439213435669103, + "TN": 110988052, + "TP": 149671, + "n_pred": 152347, + "n_ref": 155887 + }, + "3": { + "Dice": 0.9764715715995295, + "FN": 5075, + "FP": 6466, + "IoU": 0.9540248658510837, + "TN": 110895588, + "TP": 239486, + "n_pred": 245952, + "n_ref": 244561 + }, + "4": { + "Dice": 0.9346660038200895, + "FN": 977, + "FP": 1520, + "IoU": 0.8773455152765498, + "TN": 111126257, + "TP": 17861, + "n_pred": 19381, + "n_ref": 18838 + }, + "5": { + "Dice": 0.8067632850241546, + "FN": 91, + "FP": 2149, + "IoU": 0.6761133603238867, + "TN": 111139699, + "TP": 4676, + "n_pred": 6825, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9840204431947929, + "FN": 20584, + "FP": 30849, + "IoU": 0.968543546573997, + "TN": 109511561, + "TP": 1583621, + "n_pred": 1614470, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.8988337371119499, + "FN": 59632, + "FP": 12192, + "IoU": 0.8162561525945785, + "TN": 110755723, + "TP": 319068, + "n_pred": 331260, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9600237006313996, + "FN": 2777, + "FP": 3700, + "IoU": 0.9231207492077057, + "TN": 111062366, + "TP": 77772, + "n_pred": 81472, + "n_ref": 80549 + }, + "9": { + "Dice": 0.9269104191530143, + "FN": 4594, + "FP": 3490, + "IoU": 0.8637772984631976, + "TN": 111087271, + "TP": 51260, + "n_pred": 54750, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9795562116897173, + "FN": 5789, + "FP": 2409, + "IoU": 0.9599315738025416, + "TN": 96916425, + "TP": 196402, + "n_pred": 198811, + "n_ref": 202191 + }, + "10": { + "Dice": 0.9289021808528513, + "FN": 5293, + "FP": 5286, + "IoU": 0.8672430885840853, + "TN": 97041338, + "TP": 69108, + "n_pred": 74394, + "n_ref": 74401 + }, + "11": { + "Dice": 0.822947312115539, + "FN": 835, + "FP": 489, + "IoU": 0.6991592819813679, + "TN": 97116624, + "TP": 3077, + "n_pred": 3566, + "n_ref": 3912 + }, + "12": { + "Dice": 0.770752688172043, + "FN": 1699, + "FP": 433, + "IoU": 0.6270118964310707, + "TN": 97115309, + "TP": 3584, + "n_pred": 4017, + "n_ref": 5283 + }, + "13": { + "Dice": 0.9158706904971189, + "FN": 4483, + "FP": 4131, + "IoU": 0.8447983856437605, + "TN": 97065523, + "TP": 46888, + "n_pred": 51019, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9616848629570438, + "FN": 4836, + "FP": 5401, + "IoU": 0.9261974795974277, + "TN": 96982317, + "TP": 128471, + "n_pred": 133872, + "n_ref": 133307 + }, + "15": { + "Dice": 0.9396132565807858, + "FN": 1249, + "FP": 7395, + "IoU": 0.8861043033704904, + "TN": 97045131, + "TP": 67250, + "n_pred": 74645, + "n_ref": 68499 + }, + "2": { + "Dice": 0.9665715827155857, + "FN": 5255, + "FP": 5960, + "IoU": 0.9353057904634448, + "TN": 96947671, + "TP": 162139, + "n_pred": 168099, + "n_ref": 167394 + }, + "3": { + "Dice": 0.964913704851199, + "FN": 5885, + "FP": 9675, + "IoU": 0.9322060483010122, + "TN": 96891506, + "TP": 213959, + "n_pred": 223634, + "n_ref": 219844 + }, + "4": { + "Dice": 0.9320627995752131, + "FN": 996, + "FP": 1371, + "IoU": 0.8727692969253924, + "TN": 97102421, + "TP": 16237, + "n_pred": 17608, + "n_ref": 17233 + }, + "5": { + "Dice": 0.8189601005340873, + "FN": 2031, + "FP": 2579, + "IoU": 0.693422890204163, + "TN": 97105988, + "TP": 10427, + "n_pred": 13006, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9846458680445643, + "FN": 29272, + "FP": 19330, + "IoU": 0.9697561048461669, + "TN": 95514023, + "TP": 1558400, + "n_pred": 1577730, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.9646088827012035, + "FN": 15328, + "FP": 7525, + "IoU": 0.9316372012324629, + "TN": 96786735, + "TP": 311437, + "n_pred": 318962, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9644140443265395, + "FN": 2680, + "FP": 4510, + "IoU": 0.931273776979105, + "TN": 97016407, + "TP": 97428, + "n_pred": 101938, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9552226348954639, + "FN": 3885, + "FP": 4699, + "IoU": 0.9142834318581243, + "TN": 97020881, + "TP": 91560, + "n_pred": 96259, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.977331206913243, + "FN": 5324, + "FP": 3574, + "IoU": 0.9556673807981665, + "TN": 78855695, + "TP": 191812, + "n_pred": 195386, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8763662861306777, + "FN": 6420, + "FP": 18012, + "IoU": 0.7799394725464764, + "TN": 78945381, + "TP": 86592, + "n_pred": 104604, + "n_ref": 93012 + }, + "11": { + "Dice": 0.7765856737141054, + "FN": 548, + "FP": 868, + "IoU": 0.6347691514057261, + "TN": 79052528, + "TP": 2461, + "n_pred": 3329, + "n_ref": 3009 + }, + "12": { + "Dice": 0.7133260428058116, + "FN": 721, + "FP": 1114, + "IoU": 0.5543953375424964, + "TN": 79052287, + "TP": 2283, + "n_pred": 3397, + "n_ref": 3004 + }, + "13": { + "Dice": 0.8375187331995908, + "FN": 12664, + "FP": 7827, + "IoU": 0.7204578319827563, + "TN": 78983103, + "TP": 52811, + "n_pred": 60638, + "n_ref": 65475 + }, + "14": { + "Dice": 0.5965202982601492, + "FN": 19518, + "FP": 5319, + "IoU": 0.42502951593860683, + "TN": 79013208, + "TP": 18360, + "n_pred": 23679, + "n_ref": 37878 + }, + "15": { + "Dice": 0.8207516785174541, + "FN": 5404, + "FP": 9066, + "IoU": 0.6959956300684903, + "TN": 79008807, + "TP": 33128, + "n_pred": 42194, + "n_ref": 38532 + }, + "2": { + "Dice": 0.9572243472402591, + "FN": 4763, + "FP": 4888, + "IoU": 0.9179580907042972, + "TN": 78938770, + "TP": 107984, + "n_pred": 112872, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9604473563410257, + "FN": 6304, + "FP": 3174, + "IoU": 0.9239044912246897, + "TN": 78931851, + "TP": 115076, + "n_pred": 118250, + "n_ref": 121380 + }, + "4": { + "Dice": 0.8841713629151392, + "FN": 402, + "FP": 1715, + "IoU": 0.7923899186035108, + "TN": 79046208, + "TP": 8080, + "n_pred": 9795, + "n_ref": 8482 + }, + "5": { + "Dice": 0.8749885015177996, + "FN": 202, + "FP": 1157, + "IoU": 0.7777596075224857, + "TN": 79050290, + "TP": 4756, + "n_pred": 5913, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9831309177340012, + "FN": 21311, + "FP": 23210, + "IoU": 0.9668215258774362, + "TN": 77714541, + "TP": 1297343, + "n_pred": 1320553, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.9678257840157377, + "FN": 10030, + "FP": 20816, + "IoU": 0.9376573925486376, + "TN": 78561623, + "TP": 463936, + "n_pred": 484752, + "n_ref": 473966 + }, + "8": { + "Dice": 0.9542584273192799, + "FN": 1152, + "FP": 1760, + "IoU": 0.9125184005768018, + "TN": 79023118, + "TP": 30375, + "n_pred": 32135, + "n_ref": 31527 + }, + "9": { + "Dice": 0.9375543843514555, + "FN": 5027, + "FP": 3800, + "IoU": 0.8824492948555752, + "TN": 78981314, + "TP": 66264, + "n_pred": 70064, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9727753953801066, + "FN": 9867, + "FP": 2646, + "IoU": 0.9469938619120842, + "TN": 122475873, + "TP": 223554, + "n_pred": 226200, + "n_ref": 233421 + }, + "10": { + "Dice": 0.9028057679743073, + "FN": 12289, + "FP": 8835, + "IoU": 0.8228313106490761, + "TN": 122592709, + "TP": 98107, + "n_pred": 106942, + "n_ref": 110396 + }, + "11": { + "Dice": 0.8363908648446274, + "FN": 831, + "FP": 480, + "IoU": 0.7187902187902188, + "TN": 122707278, + "TP": 3351, + "n_pred": 3831, + "n_ref": 4182 + }, + "12": { + "Dice": 0.5316377171215881, + "FN": 3719, + "FP": 811, + "IoU": 0.3620616814533164, + "TN": 122704839, + "TP": 2571, + "n_pred": 3382, + "n_ref": 6290 + }, + "13": { + "Dice": 0.7652081501026092, + "FN": 12038, + "FP": 13590, + "IoU": 0.6197061878617005, + "TN": 122644550, + "TP": 41762, + "n_pred": 55352, + "n_ref": 53800 + }, + "14": { + "Dice": 0.930878417058504, + "FN": 12569, + "FP": 1558, + "IoU": 0.8706946262345199, + "TN": 122602687, + "TP": 95126, + "n_pred": 96684, + "n_ref": 107695 + }, + "15": { + "Dice": 0.9374464438731791, + "FN": 4594, + "FP": 1611, + "IoU": 0.882258064516129, + "TN": 122659240, + "TP": 46495, + "n_pred": 48106, + "n_ref": 51089 + }, + "2": { + "Dice": 0.9700926798273483, + "FN": 4113, + "FP": 4077, + "IoU": 0.9419223077904948, + "TN": 122570922, + "TP": 132828, + "n_pred": 136905, + "n_ref": 136941 + }, + "3": { + "Dice": 0.9763144587040605, + "FN": 3012, + "FP": 3920, + "IoU": 0.9537249666221629, + "TN": 122562140, + "TP": 142868, + "n_pred": 146788, + "n_ref": 145880 + }, + "4": { + "Dice": 0.9586258309001677, + "FN": 3751, + "FP": 1577, + "IoU": 0.9205392829445803, + "TN": 122644888, + "TP": 61724, + "n_pred": 63301, + "n_ref": 65475 + }, + "5": { + "Dice": 0.7857308623147565, + "FN": 5359, + "FP": 1104, + "IoU": 0.6470813083601813, + "TN": 122693627, + "TP": 11850, + "n_pred": 12954, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9836415082001594, + "FN": 41117, + "FP": 14419, + "IoU": 0.9678096027497703, + "TN": 120986705, + "TP": 1669699, + "n_pred": 1684118, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.872780001037619, + "FN": 69953, + "FP": 74724, + "IoU": 0.7742765403745702, + "TN": 122070992, + "TP": 496271, + "n_pred": 570995, + "n_ref": 566224 + }, + "8": { + "Dice": 0.9101703842023543, + "FN": 3384, + "FP": 22882, + "IoU": 0.8351492481108629, + "TN": 122552608, + "TP": 133066, + "n_pred": 155948, + "n_ref": 136450 + }, + "9": { + "Dice": 0.923602344154895, + "FN": 5244, + "FP": 6254, + "IoU": 0.8580493827160494, + "TN": 122630940, + "TP": 69502, + "n_pred": 75756, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2808603/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/loop_004/summary.json b/nnActive_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/loop_004/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..84b1573c4763f7319df725be36f9c2a93b037be6 --- /dev/null +++ b/nnActive_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/loop_004/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.8692150027997767, + "FN": 11507.881333333333, + "FP": 8638.498666666668, + "IoU": 0.7930553942196388, + "TN": 96261731.81066665, + "TP": 175082.6493333334, + "n_pred": 183721.14800000002, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.9479095147478722, + "FN": 6510.3, + "FP": 6129.64, + "IoU": 0.9184279260543797, + "TN": 96256543.06, + "TP": 187777.84, + "n_pred": 193907.48, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.8399138706029236, + "FN": 10888.42, + "FP": 11249.26, + "IoU": 0.7380249665889221, + "TN": 96371489.02, + "TP": 63334.14, + "n_pred": 74583.4, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.7682158181483283, + "FN": 905.88, + "FP": 672.24, + "IoU": 0.6342717880975068, + "TN": 96452588.22, + "TP": 2794.5, + "n_pred": 3466.74, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.7875980454802511, + "FN": 1042.94, + "FP": 600.32, + "IoU": 0.6626401417423041, + "TN": 96452123.86, + "TP": 3193.72, + "n_pred": 3794.04, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.7627986370992275, + "FN": 13831.18, + "FP": 10431.06, + "IoU": 0.6448137642244428, + "TN": 96388671.64, + "TP": 44026.96, + "n_pred": 54458.02, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.8755506669216377, + "FN": 16289.92, + "FP": 7349.12, + "IoU": 0.8041326370928951, + "TN": 96311253.58, + "TP": 122068.22, + "n_pred": 129417.34, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.8299082590639006, + "FN": 6586.3, + "FP": 9107.54, + "IoU": 0.7415515579729355, + "TN": 96393806.26, + "TP": 47460.74, + "n_pred": 56568.28, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.9599578765325647, + "FN": 6921.54, + "FP": 5447.56, + "IoU": 0.9242985291831254, + "TN": 96294671.58, + "TP": 149920.16, + "n_pred": 155367.72, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.9611158250026597, + "FN": 5992.34, + "FP": 6285.4, + "IoU": 0.9268273094359358, + "TN": 96287272.86, + "TP": 157410.24, + "n_pred": 163695.64, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.7823088949949526, + "FN": 4922.32, + "FP": 4576.68, + "IoU": 0.707081353535943, + "TN": 96425806.66, + "TP": 21655.18, + "n_pred": 26231.86, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.8145392396978083, + "FN": 4443.86, + "FP": 2452.02, + "IoU": 0.6954742171499423, + "TN": 96437356.66, + "TP": 12708.3, + "n_pred": 15160.32, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9710684647121794, + "FN": 45473.0, + "FP": 33249.68, + "IoU": 0.9448855555034891, + "TN": 95064487.54, + "TP": 1313750.62, + "n_pred": 1347000.3, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.885379781317344, + "FN": 35064.76, + "FP": 17270.28, + "IoU": 0.8232042365977773, + "TN": 96100765.9, + "TP": 303859.9, + "n_pred": 321130.18, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.9495400748880739, + "FN": 6778.24, + "FP": 7110.72, + "IoU": 0.9046523958793982, + "TN": 96317480.94, + "TP": 125590.94, + "n_pred": 132701.66, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.9024200727869268, + "FN": 6967.22, + "FP": 7645.96, + "IoU": 0.8255445342355846, + "TN": 96371659.38, + "TP": 70688.28, + "n_pred": 78334.24, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9505197106864013, + "FN": 3392, + "FP": 5905, + "IoU": 0.9057051574623459, + "TN": 119494725, + "TP": 89298, + "n_pred": 95203, + "n_ref": 92690 + }, + "10": { + "Dice": 0.8273863337629279, + "FN": 10815, + "FP": 16106, + "IoU": 0.7055915836440984, + "TN": 119501879, + "TP": 64520, + "n_pred": 80626, + "n_ref": 75335 + }, + "11": { + "Dice": 0.7937508958004873, + "FN": 777, + "FP": 662, + "IoU": 0.658032319391635, + "TN": 119589112, + "TP": 2769, + "n_pred": 3431, + "n_ref": 3546 + }, + "12": { + "Dice": 0.8125135781012384, + "FN": 725, + "FP": 1001, + "IoU": 0.6842297841200147, + "TN": 119587854, + "TP": 3740, + "n_pred": 4741, + "n_ref": 4465 + }, + "13": { + "Dice": 0.6666233790327069, + "FN": 16824, + "FP": 19116, + "IoU": 0.49995130299277896, + "TN": 119521447, + "TP": 35933, + "n_pred": 55049, + "n_ref": 52757 + }, + "14": { + "Dice": 0.4644268042764376, + "FN": 172246, + "FP": 1284, + "IoU": 0.30244524036355014, + "TN": 119344551, + "TP": 75239, + "n_pred": 76523, + "n_ref": 247485 + }, + "15": { + "Dice": 0.12641981980109532, + "FN": 20698, + "FP": 147426, + "IoU": 0.06747499847467123, + "TN": 119413031, + "TP": 12165, + "n_pred": 159591, + "n_ref": 32863 + }, + "2": { + "Dice": 0.958305435939361, + "FN": 4825, + "FP": 7007, + "IoU": 0.9199485809005108, + "TN": 119445515, + "TP": 135973, + "n_pred": 142980, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9599501471189091, + "FN": 7090, + "FP": 6535, + "IoU": 0.9229847439136751, + "TN": 119416407, + "TP": 163288, + "n_pred": 169823, + "n_ref": 170378 + }, + "4": { + "Dice": 0.8892508814978246, + "FN": 13015, + "FP": 3098, + "IoU": 0.8005866191430905, + "TN": 119512518, + "TP": 64689, + "n_pred": 67787, + "n_ref": 77704 + }, + "5": { + "Dice": 0.3741501311296947, + "FN": 45361, + "FP": 17878, + "IoU": 0.23012587957439556, + "TN": 119511178, + "TP": 18903, + "n_pred": 36781, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9725126645506019, + "FN": 28834, + "FP": 36349, + "IoU": 0.9464960111895183, + "TN": 118375037, + "TP": 1153100, + "n_pred": 1189449, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 20164, + "IoU": 0.0, + "TN": 119573156, + "TP": 0, + "n_pred": 20164, + "n_ref": 0 + }, + "8": { + "Dice": 0.9245425878591443, + "FN": 23363, + "FP": 19590, + "IoU": 0.8596738256875339, + "TN": 119287226, + "TP": 263141, + "n_pred": 282731, + "n_ref": 286504 + }, + "9": { + "Dice": 0.8781561500455509, + "FN": 10505, + "FP": 7818, + "IoU": 0.7827793057663126, + "TN": 119508968, + "TP": 66029, + "n_pred": 73847, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9614751063727042, + "FN": 9370, + "FP": 4990, + "IoU": 0.9258084348989682, + "TN": 72632107, + "TP": 179193, + "n_pred": 184183, + "n_ref": 188563 + }, + "10": { + "Dice": 0.8520673176812799, + "FN": 11037, + "FP": 8899, + "IoU": 0.742262443438914, + "TN": 72748310, + "TP": 57414, + "n_pred": 66313, + "n_ref": 68451 + }, + "11": { + "Dice": 0.7518337408312958, + "FN": 402, + "FP": 816, + "IoU": 0.6023506366307542, + "TN": 72822597, + "TP": 1845, + "n_pred": 2661, + "n_ref": 2247 + }, + "12": { + "Dice": 0.7341230667982889, + "FN": 643, + "FP": 973, + "IoU": 0.5799324148687289, + "TN": 72821813, + "TP": 2231, + "n_pred": 3204, + "n_ref": 2874 + }, + "13": { + "Dice": 0.7983808009252567, + "FN": 8765, + "FP": 12154, + "IoU": 0.6644208094711006, + "TN": 72763323, + "TP": 41418, + "n_pred": 53572, + "n_ref": 50183 + }, + "14": { + "Dice": 0.9226437825753623, + "FN": 5283, + "FP": 6724, + "IoU": 0.8563962110701813, + "TN": 72742048, + "TP": 71605, + "n_pred": 78329, + "n_ref": 76888 + }, + "15": { + "Dice": 0.8383315015439368, + "FN": 10445, + "FP": 1911, + "IoU": 0.7216615606415571, + "TN": 72781268, + "TP": 32036, + "n_pred": 33947, + "n_ref": 42481 + }, + "2": { + "Dice": 0.9644108551192351, + "FN": 6895, + "FP": 2622, + "IoU": 0.9312678294153758, + "TN": 72687195, + "TP": 128948, + "n_pred": 131570, + "n_ref": 135843 + }, + "3": { + "Dice": 0.9656493922945768, + "FN": 3681, + "FP": 5103, + "IoU": 0.9335803402646503, + "TN": 72693410, + "TP": 123466, + "n_pred": 128569, + "n_ref": 127147 + }, + "4": { + "Dice": 0.8763466735774315, + "FN": 3339, + "FP": 3341, + "IoU": 0.7799084049948931, + "TN": 72795309, + "TP": 23671, + "n_pred": 27012, + "n_ref": 27010 + }, + "5": { + "Dice": 0.7780818260695455, + "FN": 2810, + "FP": 515, + "IoU": 0.6367708105746122, + "TN": 72816506, + "TP": 5829, + "n_pred": 6344, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9678169106792888, + "FN": 35196, + "FP": 42789, + "IoU": 0.9376407351492432, + "TN": 71575084, + "TP": 1172591, + "n_pred": 1215380, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.9201351368666527, + "FN": 23447, + "FP": 13951, + "IoU": 0.8520835970130364, + "TN": 72572828, + "TP": 215434, + "n_pred": 229385, + "n_ref": 238881 + }, + "8": { + "Dice": 0.938247544475393, + "FN": 3793, + "FP": 3368, + "IoU": 0.8836782430720249, + "TN": 72764098, + "TP": 54401, + "n_pred": 57769, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8642775676811333, + "FN": 13194, + "FP": 7155, + "IoU": 0.7609936575052854, + "TN": 72740520, + "TP": 64791, + "n_pred": 71946, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9673385663735958, + "FN": 9628, + "FP": 7282, + "IoU": 0.9367431908215904, + "TN": 71542165, + "TP": 250413, + "n_pred": 257695, + "n_ref": 260041 + }, + "10": { + "Dice": 0.8689948375341634, + "FN": 15024, + "FP": 8703, + "IoU": 0.768338524326066, + "TN": 71707067, + "TP": 78694, + "n_pred": 87397, + "n_ref": 93718 + }, + "11": { + "Dice": 0.7102659245516388, + "FN": 1072, + "FP": 802, + "IoU": 0.5507072644449772, + "TN": 71805317, + "TP": 2297, + "n_pred": 3099, + "n_ref": 3369 + }, + "12": { + "Dice": 0.6840606338998622, + "FN": 2786, + "FP": 653, + "IoU": 0.519826864004468, + "TN": 71802326, + "TP": 3723, + "n_pred": 4376, + "n_ref": 6509 + }, + "13": { + "Dice": 0.8317805383022774, + "FN": 12477, + "FP": 8323, + "IoU": 0.7120070890562694, + "TN": 71737264, + "TP": 51424, + "n_pred": 59747, + "n_ref": 63901 + }, + "14": { + "Dice": 0.9621092397109371, + "FN": 26310, + "FP": 12747, + "IoU": 0.9269850706089532, + "TN": 71274570, + "TP": 495861, + "n_pred": 508608, + "n_ref": 522171 + }, + "15": { + "Dice": 0.883606517744899, + "FN": 34465, + "FP": 4051, + "IoU": 0.7914830494710742, + "TN": 71624774, + "TP": 146198, + "n_pred": 150249, + "n_ref": 180663 + }, + "2": { + "Dice": 0.9526053958605701, + "FN": 6610, + "FP": 7347, + "IoU": 0.9095000032421007, + "TN": 71655267, + "TP": 140264, + "n_pred": 147611, + "n_ref": 146874 + }, + "3": { + "Dice": 0.9537682789651294, + "FN": 6936, + "FP": 10326, + "IoU": 0.9116224061928825, + "TN": 71614167, + "TP": 178059, + "n_pred": 188385, + "n_ref": 184995 + }, + "4": { + "Dice": 0.763509898341359, + "FN": 1132, + "FP": 6824, + "IoU": 0.6174816096927737, + "TN": 71788689, + "TP": 12843, + "n_pred": 19667, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8818602818011627, + "FN": 1393, + "FP": 1005, + "IoU": 0.7886852308776877, + "TN": 71798140, + "TP": 8950, + "n_pred": 9955, + "n_ref": 10343 + }, + "6": { + "Dice": 0.974409449607796, + "FN": 32494, + "FP": 31361, + "IoU": 0.9500959707898677, + "TN": 70529932, + "TP": 1215701, + "n_pred": 1247062, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.9414192379843457, + "FN": 16839, + "FP": 10329, + "IoU": 0.889322073255686, + "TN": 71564019, + "TP": 218301, + "n_pred": 228630, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9396090586412038, + "FN": 6055, + "FP": 3609, + "IoU": 0.8860968365470746, + "TN": 71724644, + "TP": 75180, + "n_pred": 78789, + "n_ref": 81235 + }, + "9": { + "Dice": 0.871508051676429, + "FN": 13985, + "FP": 7886, + "IoU": 0.7722767122717145, + "TN": 71713446, + "TP": 74171, + "n_pred": 82057, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9720250521920668, + "FN": 5838, + "FP": 6155, + "IoU": 0.9455727051177905, + "TN": 135225161, + "TP": 208356, + "n_pred": 214511, + "n_ref": 214194 + }, + "10": { + "Dice": 0.8566009149259779, + "FN": 12201, + "FP": 12218, + "IoU": 0.7491705443078283, + "TN": 135348157, + "TP": 72934, + "n_pred": 85152, + "n_ref": 85135 + }, + "11": { + "Dice": 0.7243967828418231, + "FN": 845, + "FP": 1211, + "IoU": 0.567885666246322, + "TN": 135440752, + "TP": 2702, + "n_pred": 3913, + "n_ref": 3547 + }, + "12": { + "Dice": 0.7988500239578342, + "FN": 1340, + "FP": 759, + "IoU": 0.6650710068613371, + "TN": 135439243, + "TP": 4168, + "n_pred": 4927, + "n_ref": 5508 + }, + "13": { + "Dice": 0.778807563906331, + "FN": 8263, + "FP": 10090, + "IoU": 0.6377435209126976, + "TN": 135394847, + "TP": 32310, + "n_pred": 42400, + "n_ref": 40573 + }, + "14": { + "Dice": 0.9134204154498715, + "FN": 13054, + "FP": 11583, + "IoU": 0.8406383006248463, + "TN": 135290912, + "TP": 129961, + "n_pred": 141544, + "n_ref": 143015 + }, + "15": { + "Dice": 0.810145117580208, + "FN": 14230, + "FP": 3144, + "IoU": 0.6808772477637162, + "TN": 135391067, + "TP": 37069, + "n_pred": 40213, + "n_ref": 51299 + }, + "2": { + "Dice": 0.9641025393826042, + "FN": 9534, + "FP": 5360, + "IoU": 0.9306930232341705, + "TN": 135230611, + "TP": 200005, + "n_pred": 205365, + "n_ref": 209539 + }, + "3": { + "Dice": 0.9561724250562532, + "FN": 16094, + "FP": 3228, + "IoU": 0.9160252593516535, + "TN": 135215417, + "TP": 210771, + "n_pred": 213999, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8632127229221475, + "FN": 4193, + "FP": 6154, + "IoU": 0.759344109780207, + "TN": 135402515, + "TP": 32648, + "n_pred": 38802, + "n_ref": 36841 + }, + "5": { + "Dice": 0.7113736483780536, + "FN": 10281, + "FP": 4133, + "IoU": 0.5520402772166454, + "TN": 135413333, + "TP": 17763, + "n_pred": 21896, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9687450035659942, + "FN": 44631, + "FP": 59757, + "IoU": 0.9393845430236305, + "TN": 133723375, + "TP": 1617747, + "n_pred": 1677504, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.9165335392929113, + "FN": 16814, + "FP": 16363, + "IoU": 0.8459270060789568, + "TN": 135230177, + "TP": 182156, + "n_pred": 198519, + "n_ref": 198970 + }, + "8": { + "Dice": 0.9197876623273521, + "FN": 28946, + "FP": 16521, + "IoU": 0.8514878327617181, + "TN": 135139360, + "TP": 260683, + "n_pred": 277204, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8686051804257391, + "FN": 15976, + "FP": 8850, + "IoU": 0.7677295011414244, + "TN": 135338626, + "TP": 82058, + "n_pred": 90908, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9373553334528163, + "FN": 10401, + "FP": 22455, + "IoU": 0.8820966810086518, + "TN": 105475336, + "TP": 245813, + "n_pred": 268268, + "n_ref": 256214 + }, + "10": { + "Dice": 0.4498862352883403, + "FN": 33001, + "FP": 34213, + "IoU": 0.29022788232064034, + "TN": 105659307, + "TP": 27484, + "n_pred": 61697, + "n_ref": 60485 + }, + "11": { + "Dice": 0.7196606418295832, + "FN": 518, + "FP": 1002, + "IoU": 0.5620858542206857, + "TN": 105750534, + "TP": 1951, + "n_pred": 2953, + "n_ref": 2469 + }, + "12": { + "Dice": 0.70752847944527, + "FN": 1547, + "FP": 815, + "IoU": 0.5474228779459667, + "TN": 105748786, + "TP": 2857, + "n_pred": 3672, + "n_ref": 4404 + }, + "13": { + "Dice": 0.6611737239830433, + "FN": 32474, + "FP": 17161, + "IoU": 0.49384579301061565, + "TN": 105655942, + "TP": 48428, + "n_pred": 65589, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9580814219029409, + "FN": 11255, + "FP": 4990, + "IoU": 0.9195357891139279, + "TN": 105552114, + "TP": 185646, + "n_pred": 190636, + "n_ref": 196901 + }, + "15": { + "Dice": 0.8686012747228665, + "FN": 4151, + "FP": 3044, + "IoU": 0.7677233987603306, + "TN": 105723029, + "TP": 23781, + "n_pred": 26825, + "n_ref": 27932 + }, + "2": { + "Dice": 0.9419465369324126, + "FN": 8840, + "FP": 8916, + "IoU": 0.8902636490612215, + "TN": 105592199, + "TP": 144050, + "n_pred": 152966, + "n_ref": 152890 + }, + "3": { + "Dice": 0.9525779399044789, + "FN": 6815, + "FP": 9578, + "IoU": 0.9094499497343099, + "TN": 105572967, + "TP": 164645, + "n_pred": 174223, + "n_ref": 171460 + }, + "4": { + "Dice": 0.7442790938660373, + "FN": 14997, + "FP": 2771, + "IoU": 0.5927106017191978, + "TN": 105710380, + "TP": 25857, + "n_pred": 28628, + "n_ref": 40854 + }, + "5": { + "Dice": 0.7822275353656106, + "FN": 2550, + "FP": 2915, + "IoU": 0.6423429319371727, + "TN": 105738725, + "TP": 9815, + "n_pred": 12730, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9643640490329397, + "FN": 57987, + "FP": 51291, + "IoU": 0.9311805447970708, + "TN": 104166111, + "TP": 1478616, + "n_pred": 1529907, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.8959926643790985, + "FN": 20188, + "FP": 37433, + "IoU": 0.8115821656884064, + "TN": 105448190, + "TP": 248194, + "n_pred": 285627, + "n_ref": 268382 + }, + "8": { + "Dice": 0.9112312670299727, + "FN": 3056, + "FP": 13624, + "IoU": 0.8369373949086928, + "TN": 105651713, + "TP": 85612, + "n_pred": 99236, + "n_ref": 88668 + }, + "9": { + "Dice": 0.8436158436158436, + "FN": 12317, + "FP": 10851, + "IoU": 0.7295290574143688, + "TN": 105668347, + "TP": 62490, + "n_pred": 73341, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9684476797665493, + "FN": 8995, + "FP": 6921, + "IoU": 0.9388255552053626, + "TN": 96877706, + "TP": 244258, + "n_pred": 251179, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8275139841022837, + "FN": 14195, + "FP": 26817, + "IoU": 0.7057772739990387, + "TN": 96998489, + "TP": 98379, + "n_pred": 125196, + "n_ref": 112574 + }, + "11": { + "Dice": 0.8225406448057316, + "FN": 576, + "FP": 712, + "IoU": 0.6985724315469225, + "TN": 97133607, + "TP": 2985, + "n_pred": 3697, + "n_ref": 3561 + }, + "12": { + "Dice": 0.8402339717857552, + "FN": 855, + "FP": 538, + "IoU": 0.7244857594936709, + "TN": 97132824, + "TP": 3663, + "n_pred": 4201, + "n_ref": 4518 + }, + "13": { + "Dice": 0.7623774498262401, + "FN": 9422, + "FP": 15809, + "IoU": 0.6160015828082671, + "TN": 97072174, + "TP": 40475, + "n_pred": 56284, + "n_ref": 49897 + }, + "14": { + "Dice": 0.9595387504364319, + "FN": 10252, + "FP": 11187, + "IoU": 0.9222243988797469, + "TN": 96862228, + "TP": 254213, + "n_pred": 265400, + "n_ref": 264465 + }, + "15": { + "Dice": 0.8501287626124034, + "FN": 2235, + "FP": 4865, + "IoU": 0.7393251826559459, + "TN": 97110643, + "TP": 20137, + "n_pred": 25002, + "n_ref": 22372 + }, + "2": { + "Dice": 0.9430809209689437, + "FN": 8261, + "FP": 7400, + "IoU": 0.8922924561391443, + "TN": 96992477, + "TP": 129742, + "n_pred": 137142, + "n_ref": 138003 + }, + "3": { + "Dice": 0.9442516903055259, + "FN": 9868, + "FP": 7678, + "IoU": 0.894390908926755, + "TN": 96971739, + "TP": 148595, + "n_pred": 156273, + "n_ref": 158463 + }, + "4": { + "Dice": 0.9136591886131281, + "FN": 2205, + "FP": 2575, + "IoU": 0.8410428652189817, + "TN": 97107809, + "TP": 25291, + "n_pred": 27866, + "n_ref": 27496 + }, + "5": { + "Dice": 0.8569167784773111, + "FN": 2179, + "FP": 1980, + "IoU": 0.7496538855113465, + "TN": 97121267, + "TP": 12454, + "n_pred": 14434, + "n_ref": 14633 + }, + "6": { + "Dice": 0.9768677503595222, + "FN": 40906, + "FP": 28213, + "IoU": 0.954781506205857, + "TN": 95609324, + "TP": 1459437, + "n_pred": 1487650, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.9500503192125044, + "FN": 12580, + "FP": 12832, + "IoU": 0.9048531911547765, + "TN": 96870798, + "TP": 241670, + "n_pred": 254502, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9336151082592073, + "FN": 6567, + "FP": 10710, + "IoU": 0.8754954383638643, + "TN": 96999114, + "TP": 121489, + "n_pred": 132199, + "n_ref": 128056 + }, + "9": { + "Dice": 0.8396572004705092, + "FN": 6120, + "FP": 17735, + "IoU": 0.723628569773504, + "TN": 97051565, + "TP": 62460, + "n_pred": 80195, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9721324334341841, + "FN": 4339, + "FP": 5360, + "IoU": 0.945775958942019, + "TN": 130587923, + "TP": 169170, + "n_pred": 174530, + "n_ref": 173509 + }, + "10": { + "Dice": 0.8889031479794156, + "FN": 7982, + "FP": 9332, + "IoU": 0.8000231000231001, + "TN": 130680212, + "TP": 69266, + "n_pred": 78598, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7868653822852296, + "FN": 802, + "FP": 957, + "IoU": 0.6486216540151818, + "TN": 130761786, + "TP": 3247, + "n_pred": 4204, + "n_ref": 4049 + }, + "12": { + "Dice": 0.8489080374387163, + "FN": 471, + "FP": 546, + "IoU": 0.7374806401652039, + "TN": 130762918, + "TP": 2857, + "n_pred": 3403, + "n_ref": 3328 + }, + "13": { + "Dice": 0.8411649746631846, + "FN": 12730, + "FP": 5638, + "IoU": 0.7258712036415192, + "TN": 130699787, + "TP": 48637, + "n_pred": 54275, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9584489775598343, + "FN": 5410, + "FP": 7944, + "IoU": 0.9202131791051018, + "TN": 130599421, + "TP": 154017, + "n_pred": 161961, + "n_ref": 159427 + }, + "15": { + "Dice": 0.8756917401106784, + "FN": 3155, + "FP": 4123, + "IoU": 0.7788715705040562, + "TN": 130733879, + "TP": 25635, + "n_pred": 29758, + "n_ref": 28790 + }, + "2": { + "Dice": 0.9580184693108634, + "FN": 9318, + "FP": 4443, + "IoU": 0.9194198180050828, + "TN": 130596018, + "TP": 157013, + "n_pred": 161456, + "n_ref": 166331 + }, + "3": { + "Dice": 0.957535014673952, + "FN": 5526, + "FP": 8712, + "IoU": 0.9185296658903772, + "TN": 130592029, + "TP": 160525, + "n_pred": 169237, + "n_ref": 166051 + }, + "4": { + "Dice": 0.903079634136108, + "FN": 3031, + "FP": 2744, + "IoU": 0.8232864137086904, + "TN": 130734112, + "TP": 26905, + "n_pred": 29649, + "n_ref": 29936 + }, + "5": { + "Dice": 0.7795952866305375, + "FN": 7789, + "FP": 5510, + "IoU": 0.6388006192454982, + "TN": 130729973, + "TP": 23520, + "n_pred": 29030, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9681830828747925, + "FN": 28716, + "FP": 57278, + "IoU": 0.9383283669861624, + "TN": 129372407, + "TP": 1308391, + "n_pred": 1365669, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.9227721079676022, + "FN": 24523, + "FP": 45950, + "IoU": 0.85661735533659, + "TN": 130275289, + "TP": 421030, + "n_pred": 466980, + "n_ref": 445553 + }, + "8": { + "Dice": 0.9064398893984801, + "FN": 11233, + "FP": 33973, + "IoU": 0.828888947768849, + "TN": 130502601, + "TP": 218985, + "n_pred": 252958, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8999916671976785, + "FN": 10224, + "FP": 10179, + "IoU": 0.8181680450591758, + "TN": 130654584, + "TP": 91805, + "n_pred": 101984, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9274036103443964, + "FN": 7983, + "FP": 22211, + "IoU": 0.8646342830243662, + "TN": 72012953, + "TP": 192861, + "n_pred": 215072, + "n_ref": 200844 + }, + "10": { + "Dice": 0.7237811453077284, + "FN": 18698, + "FP": 14859, + "IoU": 0.5671293310286112, + "TN": 72158486, + "TP": 43965, + "n_pred": 58824, + "n_ref": 62663 + }, + "11": { + "Dice": 0.7065573770491803, + "FN": 963, + "FP": 469, + "IoU": 0.5462610899873257, + "TN": 72232852, + "TP": 1724, + "n_pred": 2193, + "n_ref": 2687 + }, + "12": { + "Dice": 0.6839095399012217, + "FN": 1440, + "FP": 992, + "IoU": 0.5196523800118507, + "TN": 72230945, + "TP": 2631, + "n_pred": 3623, + "n_ref": 4071 + }, + "13": { + "Dice": 0.6667669399112581, + "FN": 30541, + "FP": 9338, + "IoU": 0.5001128158844765, + "TN": 72156232, + "TP": 39897, + "n_pred": 49235, + "n_ref": 70438 + }, + "14": { + "Dice": 0.6275833488489421, + "FN": 21599, + "FP": 40408, + "IoU": 0.4572833973724979, + "TN": 72121755, + "TP": 52246, + "n_pred": 92654, + "n_ref": 73845 + }, + "15": { + "Dice": 0.727222067428253, + "FN": 3521, + "FP": 15080, + "IoU": 0.5713660245183888, + "TN": 72192612, + "TP": 24795, + "n_pred": 39875, + "n_ref": 28316 + }, + "2": { + "Dice": 0.941618907055644, + "FN": 4482, + "FP": 10747, + "IoU": 0.8896785036438185, + "TN": 72097966, + "TP": 122813, + "n_pred": 133560, + "n_ref": 127295 + }, + "3": { + "Dice": 0.9439130717678443, + "FN": 8669, + "FP": 10295, + "IoU": 0.8937835007085208, + "TN": 72057467, + "TP": 159577, + "n_pred": 169872, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 98435, + "IoU": 0.0, + "TN": 72137573, + "TP": 0, + "n_pred": 98435, + "n_ref": 0 + }, + "5": { + "Dice": 0.8408345907695509, + "FN": 147, + "FP": 2912, + "IoU": 0.7253792979621151, + "TN": 72224869, + "TP": 8080, + "n_pred": 10992, + "n_ref": 8227 + }, + "6": { + "Dice": 0.92716132262443, + "FN": 153495, + "FP": 59924, + "IoU": 0.8642131777840978, + "TN": 70664287, + "TP": 1358302, + "n_pred": 1418226, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.6480788200758251, + "FN": 148406, + "FP": 58871, + "IoU": 0.47937618679232014, + "TN": 71837876, + "TP": 190855, + "n_pred": 249726, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9330503398140821, + "FN": 4495, + "FP": 4558, + "IoU": 0.8745026823959965, + "TN": 72163871, + "TP": 63084, + "n_pred": 67642, + "n_ref": 67579 + }, + "9": { + "Dice": 0.7535056257611817, + "FN": 15901, + "FP": 6160, + "IoU": 0.6044998207242739, + "TN": 72180228, + "TP": 33719, + "n_pred": 39879, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9295634020150676, + "FN": 7064, + "FP": 5352, + "IoU": 0.868396506402103, + "TN": 52458776, + "TP": 81928, + "n_pred": 87280, + "n_ref": 88992 + }, + "10": { + "Dice": 0.5424372201674129, + "FN": 19319, + "FP": 27691, + "IoU": 0.3721535893155259, + "TN": 52478245, + "TP": 27865, + "n_pred": 55556, + "n_ref": 47184 + }, + "11": { + "Dice": 0.14039408866995073, + "FN": 1871, + "FP": 223, + "IoU": 0.07549668874172186, + "TN": 52550855, + "TP": 171, + "n_pred": 394, + "n_ref": 2042 + }, + "12": { + "Dice": 0.18022480472470948, + "FN": 3593, + "FP": 710, + "IoU": 0.09903685092127303, + "TN": 52548344, + "TP": 473, + "n_pred": 1183, + "n_ref": 4066 + }, + "13": { + "Dice": 0.4460593515872837, + "FN": 11702, + "FP": 12919, + "IoU": 0.2870504430416401, + "TN": 52518586, + "TP": 9913, + "n_pred": 22832, + "n_ref": 21615 + }, + "14": { + "Dice": 0.8768610207049373, + "FN": 5186, + "FP": 9040, + "IoU": 0.7807235229742435, + "TN": 52488243, + "TP": 50651, + "n_pred": 59691, + "n_ref": 55837 + }, + "15": { + "Dice": 0.3691508768788262, + "FN": 8777, + "FP": 47590, + "IoU": 0.22635501448002307, + "TN": 52480261, + "TP": 16492, + "n_pred": 64082, + "n_ref": 25269 + }, + "2": { + "Dice": 0.9067669819096615, + "FN": 19013, + "FP": 4854, + "IoU": 0.829436146644751, + "TN": 52413190, + "TP": 116063, + "n_pred": 120917, + "n_ref": 135076 + }, + "3": { + "Dice": 0.9222708209960555, + "FN": 9936, + "FP": 12509, + "IoU": 0.8557537820850631, + "TN": 52397518, + "TP": 133157, + "n_pred": 145666, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 0, + "IoU": 0.0, + "TN": 52551240, + "TP": 0, + "n_pred": 0, + "n_ref": 1880 + }, + "5": { + "Dice": 0.8387286207149673, + "FN": 569, + "FP": 1628, + "IoU": 0.7222503160556258, + "TN": 52545210, + "TP": 5713, + "n_pred": 7341, + "n_ref": 6282 + }, + "6": { + "Dice": 0.9461831102294995, + "FN": 43973, + "FP": 38938, + "IoU": 0.8978629204126333, + "TN": 51741358, + "TP": 728851, + "n_pred": 767789, + "n_ref": 772824 + }, + "7": { + "Dice": 0.6175756200180899, + "FN": 101912, + "FP": 10977, + "IoU": 0.44673374468856747, + "TN": 52349079, + "TP": 91152, + "n_pred": 102129, + "n_ref": 193064 + }, + "8": { + "Dice": 0.9116927830500993, + "FN": 7896, + "FP": 2107, + "IoU": 0.8377163808627655, + "TN": 52491481, + "TP": 51636, + "n_pred": 53743, + "n_ref": 59532 + }, + "9": { + "Dice": 0.8539184465011902, + "FN": 12261, + "FP": 10262, + "IoU": 0.7450765121332851, + "TN": 52464768, + "TP": 65829, + "n_pred": 76091, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9732465754852336, + "FN": 12572, + "FP": 2830, + "IoU": 0.9478873430056302, + "TN": 143841698, + "TP": 280150, + "n_pred": 282980, + "n_ref": 292722 + }, + "10": { + "Dice": 0.8999144834020057, + "FN": 11462, + "FP": 7849, + "IoU": 0.8180404794210764, + "TN": 144031122, + "TP": 86817, + "n_pred": 94666, + "n_ref": 98279 + }, + "11": { + "Dice": 0.7099130434782609, + "FN": 2537, + "FP": 799, + "IoU": 0.5502830951739013, + "TN": 144129832, + "TP": 4082, + "n_pred": 4881, + "n_ref": 6619 + }, + "12": { + "Dice": 0.7204871341583186, + "FN": 1978, + "FP": 868, + "IoU": 0.5630948725821308, + "TN": 144130736, + "TP": 3668, + "n_pred": 4536, + "n_ref": 5646 + }, + "13": { + "Dice": 0.8781723609995961, + "FN": 16255, + "FP": 8174, + "IoU": 0.7828050677928429, + "TN": 144024775, + "TP": 88046, + "n_pred": 96220, + "n_ref": 104301 + }, + "14": { + "Dice": 0.9643058649571485, + "FN": 13581, + "FP": 15773, + "IoU": 0.9310720533502401, + "TN": 143711385, + "TP": 396511, + "n_pred": 412284, + "n_ref": 410092 + }, + "15": { + "Dice": 0.8522234557298758, + "FN": 2323, + "FP": 4732, + "IoU": 0.7424994525147821, + "TN": 144109852, + "TP": 20343, + "n_pred": 25075, + "n_ref": 22666 + }, + "2": { + "Dice": 0.9618142076502733, + "FN": 6028, + "FP": 4454, + "IoU": 0.92643745920795, + "TN": 143994759, + "TP": 132009, + "n_pred": 136463, + "n_ref": 138037 + }, + "3": { + "Dice": 0.9624456814405469, + "FN": 7089, + "FP": 5952, + "IoU": 0.9276099228971574, + "TN": 143957101, + "TP": 167108, + "n_pred": 173060, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9318912880174124, + "FN": 2789, + "FP": 4283, + "IoU": 0.8724685769931293, + "TN": 144081797, + "TP": 48381, + "n_pred": 52664, + "n_ref": 51170 + }, + "5": { + "Dice": 0.8183836954912572, + "FN": 7256, + "FP": 3785, + "IoU": 0.692596820447142, + "TN": 144101333, + "TP": 24876, + "n_pred": 28661, + "n_ref": 32132 + }, + "6": { + "Dice": 0.9784999253392628, + "FN": 34888, + "FP": 23282, + "IoU": 0.9579048985035507, + "TN": 142755379, + "TP": 1323701, + "n_pred": 1346983, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.9467982745827116, + "FN": 16836, + "FP": 9262, + "IoU": 0.8989714427286769, + "TN": 143878927, + "TP": 232225, + "n_pred": 241487, + "n_ref": 249061 + }, + "8": { + "Dice": 0.9050925683775793, + "FN": 12813, + "FP": 32550, + "IoU": 0.8266384374032645, + "TN": 143875583, + "TP": 216304, + "n_pred": 248854, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8919973503901965, + "FN": 8277, + "FP": 12593, + "IoU": 0.8050498351283943, + "TN": 144030197, + "TP": 86183, + "n_pred": 98776, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.966653861472943, + "FN": 8933, + "FP": 5216, + "IoU": 0.9354598865108471, + "TN": 111559692, + "TP": 205079, + "n_pred": 210295, + "n_ref": 214012 + }, + "10": { + "Dice": 0.7377639455241427, + "FN": 13526, + "FP": 9561, + "IoU": 0.5844896783830966, + "TN": 111723357, + "TP": 32476, + "n_pred": 42037, + "n_ref": 46002 + }, + "11": { + "Dice": 0.7575356565210999, + "FN": 1219, + "FP": 430, + "IoU": 0.6097041420118343, + "TN": 111774695, + "TP": 2576, + "n_pred": 3006, + "n_ref": 3795 + }, + "12": { + "Dice": 0.7620689655172413, + "FN": 1566, + "FP": 366, + "IoU": 0.6155988857938719, + "TN": 111773894, + "TP": 3094, + "n_pred": 3460, + "n_ref": 4660 + }, + "13": { + "Dice": 0.7878139738949216, + "FN": 9848, + "FP": 13366, + "IoU": 0.6499117766818984, + "TN": 111712611, + "TP": 43095, + "n_pred": 56461, + "n_ref": 52943 + }, + "14": { + "Dice": 0.8839697123340335, + "FN": 12649, + "FP": 8176, + "IoU": 0.7920660595894241, + "TN": 111678768, + "TP": 79327, + "n_pred": 87503, + "n_ref": 91976 + }, + "15": { + "Dice": 0.7571019944359547, + "FN": 1071, + "FP": 5128, + "IoU": 0.6091424968474148, + "TN": 111763060, + "TP": 9661, + "n_pred": 14789, + "n_ref": 10732 + }, + "2": { + "Dice": 0.9656694386390541, + "FN": 8087, + "FP": 6007, + "IoU": 0.933617814955067, + "TN": 111566604, + "TP": 198222, + "n_pred": 204229, + "n_ref": 206309 + }, + "3": { + "Dice": 0.9404562108497814, + "FN": 3760, + "FP": 3797, + "IoU": 0.8876048545422095, + "TN": 111711684, + "TP": 59679, + "n_pred": 63476, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8775246191620244, + "FN": 2060, + "FP": 2579, + "IoU": 0.7817762724621319, + "TN": 111757662, + "TP": 16619, + "n_pred": 19198, + "n_ref": 18679 + }, + "5": { + "Dice": 0.8124377267685597, + "FN": 4808, + "FP": 5169, + "IoU": 0.6841222099097672, + "TN": 111747335, + "TP": 21608, + "n_pred": 26777, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9733300115725858, + "FN": 23627, + "FP": 42745, + "IoU": 0.9480456451867937, + "TN": 110501414, + "TP": 1211134, + "n_pred": 1253879, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.9366276949067941, + "FN": 18846, + "FP": 10863, + "IoU": 0.8808088102545586, + "TN": 111529665, + "TP": 219546, + "n_pred": 230409, + "n_ref": 238392 + }, + "8": { + "Dice": 0.9187704924099445, + "FN": 28974, + "FP": 14926, + "IoU": 0.8497460400038334, + "TN": 111486748, + "TP": 248272, + "n_pred": 263198, + "n_ref": 277246 + }, + "9": { + "Dice": 0.8929581274126528, + "FN": 7704, + "FP": 9710, + "IoU": 0.8066163977390087, + "TN": 111688871, + "TP": 72635, + "n_pred": 82345, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.913313327164284, + "FN": 6993, + "FP": 23078, + "IoU": 0.8404569136575376, + "TN": 198899393, + "TP": 158411, + "n_pred": 181489, + "n_ref": 165404 + }, + "10": { + "Dice": 0.8104108018812265, + "FN": 15051, + "FP": 7443, + "IoU": 0.6812526569363753, + "TN": 199017305, + "TP": 48076, + "n_pred": 55519, + "n_ref": 63127 + }, + "11": { + "Dice": 0.73652917131178, + "FN": 1462, + "FP": 665, + "IoU": 0.5829411764705882, + "TN": 199082775, + "TP": 2973, + "n_pred": 3638, + "n_ref": 4435 + }, + "12": { + "Dice": 0.7636588763349327, + "FN": 868, + "FP": 659, + "IoU": 0.6176765147721582, + "TN": 199083881, + "TP": 2467, + "n_pred": 3126, + "n_ref": 3335 + }, + "13": { + "Dice": 0.580546973686213, + "FN": 16521, + "FP": 11040, + "IoU": 0.4089934382639276, + "TN": 199041241, + "TP": 19073, + "n_pred": 30113, + "n_ref": 35594 + }, + "14": { + "Dice": 0.7445930408472012, + "FN": 16187, + "FP": 4916, + "IoU": 0.5931089002005244, + "TN": 199036011, + "TP": 30761, + "n_pred": 35677, + "n_ref": 46948 + }, + "15": { + "Dice": 0.8725356002209255, + "FN": 29561, + "FP": 2287, + "IoU": 0.7738919298843475, + "TN": 198947022, + "TP": 109005, + "n_pred": 111292, + "n_ref": 138566 + }, + "2": { + "Dice": 0.9403087542908592, + "FN": 4256, + "FP": 11655, + "IoU": 0.8873421933967274, + "TN": 198946642, + "TP": 125322, + "n_pred": 136977, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9588703342739942, + "FN": 6994, + "FP": 4316, + "IoU": 0.9209903106596715, + "TN": 198944728, + "TP": 131837, + "n_pred": 136153, + "n_ref": 138831 + }, + "4": { + "Dice": 0.854606761001758, + "FN": 2293, + "FP": 2752, + "IoU": 0.7461252012882448, + "TN": 199068003, + "TP": 14827, + "n_pred": 17579, + "n_ref": 17120 + }, + "5": { + "Dice": 0.7440211116608939, + "FN": 6535, + "FP": 2777, + "IoU": 0.5923834537097833, + "TN": 199065030, + "TP": 13533, + "n_pred": 16310, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9647824614487402, + "FN": 48266, + "FP": 32533, + "IoU": 0.9319610859751368, + "TN": 197900334, + "TP": 1106742, + "n_pred": 1139275, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.9254665397828997, + "FN": 12731, + "FP": 10374, + "IoU": 0.8612728910237166, + "TN": 198921325, + "TP": 143445, + "n_pred": 153819, + "n_ref": 156176 + }, + "8": { + "Dice": 0.9176364774957656, + "FN": 9187, + "FP": 10410, + "IoU": 0.8478080223663262, + "TN": 198959110, + "TP": 109168, + "n_pred": 119578, + "n_ref": 118355 + }, + "9": { + "Dice": 0.9209918343920167, + "FN": 7923, + "FP": 8458, + "IoU": 0.8535540913845356, + "TN": 198976018, + "TP": 95476, + "n_pred": 103934, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9456963837274658, + "FN": 13595, + "FP": 6018, + "IoU": 0.8969867589669789, + "TN": 130884799, + "TP": 170780, + "n_pred": 176798, + "n_ref": 184375 + }, + "10": { + "Dice": 0.8434836216196991, + "FN": 11574, + "FP": 14830, + "IoU": 0.729331324127892, + "TN": 130977641, + "TP": 71147, + "n_pred": 85977, + "n_ref": 82721 + }, + "11": { + "Dice": 0.7362121567707111, + "FN": 934, + "FP": 1314, + "IoU": 0.582544103992572, + "TN": 131069807, + "TP": 3137, + "n_pred": 4451, + "n_ref": 4071 + }, + "12": { + "Dice": 0.7803399372090506, + "FN": 1031, + "FP": 998, + "IoU": 0.6398011716669625, + "TN": 131069559, + "TP": 3604, + "n_pred": 4602, + "n_ref": 4635 + }, + "13": { + "Dice": 0.6997764438274381, + "FN": 36475, + "FP": 9588, + "IoU": 0.538197020431897, + "TN": 130975446, + "TP": 53683, + "n_pred": 63271, + "n_ref": 90158 + }, + "14": { + "Dice": 0.9132445619028258, + "FN": 2706, + "FP": 7536, + "IoU": 0.8403404573726793, + "TN": 131011043, + "TP": 53907, + "n_pred": 61443, + "n_ref": 56613 + }, + "15": { + "Dice": 0.8670399575906169, + "FN": 1410, + "FP": 6616, + "IoU": 0.7652873227079983, + "TN": 131040997, + "TP": 26169, + "n_pred": 32785, + "n_ref": 27579 + }, + "2": { + "Dice": 0.9360267103715935, + "FN": 6625, + "FP": 14375, + "IoU": 0.8797464367723944, + "TN": 130900561, + "TP": 153631, + "n_pred": 168006, + "n_ref": 160256 + }, + "3": { + "Dice": 0.9470413628106399, + "FN": 9169, + "FP": 11063, + "IoU": 0.8994098432380564, + "TN": 130874059, + "TP": 180901, + "n_pred": 191964, + "n_ref": 190070 + }, + "4": { + "Dice": 0.7595699491249156, + "FN": 26946, + "FP": 2260, + "IoU": 0.6123440403504115, + "TN": 130999852, + "TP": 46134, + "n_pred": 48394, + "n_ref": 73080 + }, + "5": { + "Dice": 0.7960144128244724, + "FN": 3874, + "FP": 1674, + "IoU": 0.6611494533683503, + "TN": 131058819, + "TP": 10825, + "n_pred": 12499, + "n_ref": 14699 + }, + "6": { + "Dice": 0.973451933507928, + "FN": 46582, + "FP": 30946, + "IoU": 0.9482770123316441, + "TN": 129576284, + "TP": 1421380, + "n_pred": 1452326, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.9458894025547269, + "FN": 43149, + "FP": 40832, + "IoU": 0.8973341173565378, + "TN": 130257189, + "TP": 734022, + "n_pred": 774854, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9256563844912756, + "FN": 7418, + "FP": 11981, + "IoU": 0.8616017921351521, + "TN": 130935024, + "TP": 120769, + "n_pred": 132750, + "n_ref": 128187 + }, + "9": { + "Dice": 0.7610958461289801, + "FN": 18454, + "FP": 11108, + "IoU": 0.6143298848025466, + "TN": 130998541, + "TP": 47089, + "n_pred": 58197, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9826531282551778, + "FN": 6113, + "FP": 1281, + "IoU": 0.9658978226077973, + "TN": 101400381, + "TP": 209425, + "n_pred": 210706, + "n_ref": 215538 + }, + "10": { + "Dice": 0.8926991625509985, + "FN": 4250, + "FP": 5744, + "IoU": 0.8061938836853026, + "TN": 101565633, + "TP": 41573, + "n_pred": 47317, + "n_ref": 45823 + }, + "11": { + "Dice": 0.8773642464917633, + "FN": 645, + "FP": 561, + "IoU": 0.7815217391304348, + "TN": 101611680, + "TP": 4314, + "n_pred": 4875, + "n_ref": 4959 + }, + "12": { + "Dice": 0.8642615108630656, + "FN": 1154, + "FP": 208, + "IoU": 0.760968760968761, + "TN": 101611502, + "TP": 4336, + "n_pred": 4544, + "n_ref": 5490 + }, + "13": { + "Dice": 0.9204473075279567, + "FN": 3002, + "FP": 6865, + "IoU": 0.8526191578664356, + "TN": 101550251, + "TP": 57082, + "n_pred": 63947, + "n_ref": 60084 + }, + "14": { + "Dice": 0.9587863261548315, + "FN": 1889, + "FP": 3259, + "IoU": 0.9208353196266281, + "TN": 101552171, + "TP": 59881, + "n_pred": 63140, + "n_ref": 61770 + }, + "15": { + "Dice": 0.9214959211780909, + "FN": 2823, + "FP": 2364, + "IoU": 0.8544204322200393, + "TN": 101581570, + "TP": 30443, + "n_pred": 32807, + "n_ref": 33266 + }, + "2": { + "Dice": 0.9807641480663947, + "FN": 3502, + "FP": 3121, + "IoU": 0.9622543655678658, + "TN": 101441736, + "TP": 168841, + "n_pred": 171962, + "n_ref": 172343 + }, + "3": { + "Dice": 0.9820319342060237, + "FN": 3655, + "FP": 2541, + "IoU": 0.9646981739452468, + "TN": 101441685, + "TP": 169319, + "n_pred": 171860, + "n_ref": 172974 + }, + "4": { + "Dice": 0.9227975632614808, + "FN": 459, + "FP": 2177, + "IoU": 0.8566612289287656, + "TN": 101598810, + "TP": 15754, + "n_pred": 17931, + "n_ref": 16213 + }, + "5": { + "Dice": 0.8290716037767548, + "FN": 5697, + "FP": 4477, + "IoU": 0.7080463728191001, + "TN": 101582352, + "TP": 24674, + "n_pred": 29151, + "n_ref": 30371 + }, + "6": { + "Dice": 0.9891166388764819, + "FN": 23402, + "FP": 9834, + "IoU": 0.9784676223942946, + "TN": 100073664, + "TP": 1510300, + "n_pred": 1520134, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.9711397595675315, + "FN": 20485, + "FP": 3726, + "IoU": 0.943898618493922, + "TN": 101185642, + "TP": 407347, + "n_pred": 411073, + "n_ref": 427832 + }, + "8": { + "Dice": 0.9641670051670445, + "FN": 11197, + "FP": 5211, + "IoU": 0.9308131812527671, + "TN": 101380045, + "TP": 220747, + "n_pred": 225958, + "n_ref": 231944 + }, + "9": { + "Dice": 0.9452866791205633, + "FN": 2059, + "FP": 7079, + "IoU": 0.896249872270854, + "TN": 101529123, + "TP": 78939, + "n_pred": 86018, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9771697111021659, + "FN": 6463, + "FP": 3122, + "IoU": 0.9553585983019035, + "TN": 118967501, + "TP": 205126, + "n_pred": 208248, + "n_ref": 211589 + }, + "10": { + "Dice": 0.8942550746840291, + "FN": 10701, + "FP": 5865, + "IoU": 0.8087354092341796, + "TN": 119095599, + "TP": 70047, + "n_pred": 75912, + "n_ref": 80748 + }, + "11": { + "Dice": 0.7186205052800427, + "FN": 1350, + "FP": 755, + "IoU": 0.56081785937826, + "TN": 119177419, + "TP": 2688, + "n_pred": 3443, + "n_ref": 4038 + }, + "12": { + "Dice": 0.7446655478302565, + "FN": 1029, + "FP": 1101, + "IoU": 0.5932009167303285, + "TN": 119176976, + "TP": 3106, + "n_pred": 4207, + "n_ref": 4135 + }, + "13": { + "Dice": 0.7994798507854779, + "FN": 2642, + "FP": 12624, + "IoU": 0.6659445502089761, + "TN": 119136513, + "TP": 30433, + "n_pred": 43057, + "n_ref": 33075 + }, + "14": { + "Dice": 0.12140915486223995, + "FN": 61423, + "FP": 2896, + "IoU": 0.06462777947442665, + "TN": 119113449, + "TP": 4444, + "n_pred": 7340, + "n_ref": 65867 + }, + "15": { + "Dice": 0.7849486082315056, + "FN": 2926, + "FP": 6824, + "IoU": 0.6460209119953529, + "TN": 119154668, + "TP": 17794, + "n_pred": 24618, + "n_ref": 20720 + }, + "2": { + "Dice": 0.9541804757743871, + "FN": 8937, + "FP": 8787, + "IoU": 0.912375848482002, + "TN": 118979939, + "TP": 184549, + "n_pred": 193336, + "n_ref": 193486 + }, + "3": { + "Dice": 0.96915081024838, + "FN": 8851, + "FP": 3127, + "IoU": 0.9401480060161798, + "TN": 118982085, + "TP": 188149, + "n_pred": 191276, + "n_ref": 197000 + }, + "4": { + "Dice": 0.8809596042099368, + "FN": 5587, + "FP": 4615, + "IoU": 0.7872455789122456, + "TN": 119134260, + "TP": 37750, + "n_pred": 42365, + "n_ref": 43337 + }, + "5": { + "Dice": 0.8981887401938163, + "FN": 2151, + "FP": 1379, + "IoU": 0.815192921836553, + "TN": 119163111, + "TP": 15571, + "n_pred": 16950, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9750667432470265, + "FN": 49718, + "FP": 36670, + "IoU": 0.9513465748355888, + "TN": 117406633, + "TP": 1689191, + "n_pred": 1725861, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.960651375515703, + "FN": 11337, + "FP": 12116, + "IoU": 0.9242821444944502, + "TN": 118872470, + "TP": 286289, + "n_pred": 298405, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9687274650257199, + "FN": 1562, + "FP": 3642, + "IoU": 0.9393515604969349, + "TN": 119096406, + "TP": 80602, + "n_pred": 84244, + "n_ref": 82164 + }, + "9": { + "Dice": 0.9452165520569429, + "FN": 7172, + "FP": 1910, + "IoU": 0.8961238004826664, + "TN": 119094781, + "TP": 78349, + "n_pred": 80259, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 34626, + "IoU": 0.0, + "TN": 61297854, + "TP": 0, + "n_pred": 34626, + "n_ref": 0 + }, + "10": { + "Dice": 0.7953532903555244, + "FN": 3276, + "FP": 12755, + "IoU": 0.6602377975118157, + "TN": 61285297, + "TP": 31152, + "n_pred": 43907, + "n_ref": 34428 + }, + "11": { + "Dice": 0.8737910447761194, + "FN": 205, + "FP": 852, + "IoU": 0.7758693808312129, + "TN": 61327764, + "TP": 3659, + "n_pred": 4511, + "n_ref": 3864 + }, + "12": { + "Dice": 0.8267936639403665, + "FN": 857, + "FP": 816, + "IoU": 0.7047299682315566, + "TN": 61326814, + "TP": 3993, + "n_pred": 4809, + "n_ref": 4850 + }, + "13": { + "Dice": 0.6689939758496917, + "FN": 15327, + "FP": 21652, + "IoU": 0.5026228008823371, + "TN": 61258132, + "TP": 37369, + "n_pred": 59021, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9631507059433638, + "FN": 6848, + "FP": 13332, + "IoU": 0.9289206362624512, + "TN": 61048572, + "TP": 263728, + "n_pred": 277060, + "n_ref": 270576 + }, + "15": { + "Dice": 0.8806380771983814, + "FN": 7801, + "FP": 16712, + "IoU": 0.7867322081085784, + "TN": 61217540, + "TP": 90427, + "n_pred": 107139, + "n_ref": 98228 + }, + "2": { + "Dice": 0.9663280178989748, + "FN": 4809, + "FP": 6072, + "IoU": 0.9348497730729161, + "TN": 61165466, + "TP": 156133, + "n_pred": 162205, + "n_ref": 160942 + }, + "3": { + "Dice": 0.9699264869681443, + "FN": 4556, + "FP": 3139, + "IoU": 0.9416089965397924, + "TN": 61200696, + "TP": 124089, + "n_pred": 127228, + "n_ref": 128645 + }, + "4": { + "Dice": 0.9542477433491319, + "FN": 2123, + "FP": 1719, + "IoU": 0.9124988612553521, + "TN": 61288572, + "TP": 40066, + "n_pred": 41785, + "n_ref": 42189 + }, + "5": { + "Dice": 0.8336110185493725, + "FN": 1067, + "FP": 1929, + "IoU": 0.7146938386820303, + "TN": 61321979, + "TP": 7505, + "n_pred": 9434, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9772833701351156, + "FN": 25927, + "FP": 28938, + "IoU": 0.9555759059713625, + "TN": 60097452, + "TP": 1180163, + "n_pred": 1209101, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.6565585106721987, + "FN": 101211, + "FP": 6563, + "IoU": 0.4887138858579629, + "TN": 61121690, + "TP": 103016, + "n_pred": 109579, + "n_ref": 204227 + }, + "8": { + "Dice": 0.9560937779633717, + "FN": 2078, + "FP": 5282, + "IoU": 0.9158809074804275, + "TN": 61244985, + "TP": 80135, + "n_pred": 85417, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8838405287908389, + "FN": 6144, + "FP": 8899, + "IoU": 0.7918586470742878, + "TN": 61260207, + "TP": 57230, + "n_pred": 66129, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9835258612894475, + "FN": 3127, + "FP": 2703, + "IoU": 0.9675857199250524, + "TN": 148927641, + "TP": 174029, + "n_pred": 176732, + "n_ref": 177156 + }, + "10": { + "Dice": 0.9049580103359173, + "FN": 5560, + "FP": 8564, + "IoU": 0.8264139812698179, + "TN": 149026134, + "TP": 67242, + "n_pred": 75806, + "n_ref": 72802 + }, + "11": { + "Dice": 0.8406216118539935, + "FN": 278, + "FP": 604, + "IoU": 0.7250623441396509, + "TN": 149104292, + "TP": 2326, + "n_pred": 2930, + "n_ref": 2604 + }, + "12": { + "Dice": 0.7430939226519337, + "FN": 483, + "FP": 633, + "IoU": 0.5912087912087912, + "TN": 149104770, + "TP": 1614, + "n_pred": 2247, + "n_ref": 2097 + }, + "13": { + "Dice": 0.816683331286801, + "FN": 14532, + "FP": 16819, + "IoU": 0.690164647283221, + "TN": 149006314, + "TP": 69835, + "n_pred": 86654, + "n_ref": 84367 + }, + "14": { + "Dice": 0.9480354475330792, + "FN": 3899, + "FP": 5876, + "IoU": 0.9012047462149542, + "TN": 149008558, + "TP": 89167, + "n_pred": 95043, + "n_ref": 93066 + }, + "15": { + "Dice": 0.9190321917103774, + "FN": 2300, + "FP": 3998, + "IoU": 0.8501938583763469, + "TN": 149065459, + "TP": 35743, + "n_pred": 39741, + "n_ref": 38043 + }, + "2": { + "Dice": 0.9769861256220288, + "FN": 3179, + "FP": 4068, + "IoU": 0.9550076984205821, + "TN": 148946428, + "TP": 153825, + "n_pred": 157893, + "n_ref": 157004 + }, + "3": { + "Dice": 0.8126946985608164, + "FN": 2431, + "FP": 24145, + "IoU": 0.6844867091688334, + "TN": 149023269, + "TP": 57655, + "n_pred": 81800, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9477770481671752, + "FN": 1296, + "FP": 1408, + "IoU": 0.9007378583752432, + "TN": 149080259, + "TP": 24537, + "n_pred": 25945, + "n_ref": 25833 + }, + "5": { + "Dice": 0.7125446714927152, + "FN": 14276, + "FP": 1409, + "IoU": 0.5534519572953737, + "TN": 149072375, + "TP": 19440, + "n_pred": 20849, + "n_ref": 33716 + }, + "6": { + "Dice": 0.978512987618211, + "FN": 19456, + "FP": 28265, + "IoU": 0.9579299352388475, + "TN": 147973178, + "TP": 1086601, + "n_pred": 1114866, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.9557996357747672, + "FN": 14550, + "FP": 9551, + "IoU": 0.9153412204409099, + "TN": 148822816, + "TP": 260583, + "n_pred": 270134, + "n_ref": 275133 + }, + "8": { + "Dice": 0.9711456872408806, + "FN": 8177, + "FP": 4949, + "IoU": 0.9439098181320935, + "TN": 148873484, + "TP": 220890, + "n_pred": 225839, + "n_ref": 229067 + }, + "9": { + "Dice": 0.9247354297596506, + "FN": 7883, + "FP": 5075, + "IoU": 0.8600073464272595, + "TN": 149014938, + "TP": 79604, + "n_pred": 84679, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9838285187582122, + "FN": 13440, + "FP": 3052, + "IoU": 0.9681717475046125, + "TN": 100194644, + "TP": 501664, + "n_pred": 504716, + "n_ref": 515104 + }, + "10": { + "Dice": 0.6647583510108109, + "FN": 12461, + "FP": 13773, + "IoU": 0.4978562131536636, + "TN": 100660556, + "TP": 26010, + "n_pred": 39783, + "n_ref": 38471 + }, + "11": { + "Dice": 0.6335650446871897, + "FN": 1567, + "FP": 647, + "IoU": 0.4636627906976744, + "TN": 100708672, + "TP": 1914, + "n_pred": 2561, + "n_ref": 3481 + }, + "12": { + "Dice": 0.7050579462761657, + "FN": 1949, + "FP": 1334, + "IoU": 0.544470653531289, + "TN": 100705593, + "TP": 3924, + "n_pred": 5258, + "n_ref": 5873 + }, + "13": { + "Dice": 0.006311884169698138, + "FN": 39024, + "FP": 2223, + "IoU": 0.00316593358789695, + "TN": 100671422, + "TP": 131, + "n_pred": 2354, + "n_ref": 39155 + }, + "14": { + "Dice": 0.8726550668057752, + "FN": 24249, + "FP": 13589, + "IoU": 0.7740799121110076, + "TN": 100545316, + "TP": 129646, + "n_pred": 143235, + "n_ref": 153895 + }, + "15": { + "Dice": 0.929082961542901, + "FN": 2701, + "FP": 11430, + "IoU": 0.8675582964684712, + "TN": 100606104, + "TP": 92565, + "n_pred": 103995, + "n_ref": 95266 + }, + "2": { + "Dice": 0.9564506114629976, + "FN": 7481, + "FP": 13070, + "IoU": 0.9165360278768286, + "TN": 100466574, + "TP": 225675, + "n_pred": 238745, + "n_ref": 233156 + }, + "3": { + "Dice": 0.9592303223215948, + "FN": 10134, + "FP": 8041, + "IoU": 0.9216547550283207, + "TN": 100480814, + "TP": 213811, + "n_pred": 221852, + "n_ref": 223945 + }, + "4": { + "Dice": 0.77029108894835, + "FN": 652, + "FP": 33344, + "IoU": 0.626401160490571, + "TN": 100621804, + "TP": 57000, + "n_pred": 90344, + "n_ref": 57652 + }, + "5": { + "Dice": 0.7630481803078274, + "FN": 4302, + "FP": 3257, + "IoU": 0.6168778509883426, + "TN": 100693070, + "TP": 12171, + "n_pred": 15428, + "n_ref": 16473 + }, + "6": { + "Dice": 0.9587814548910405, + "FN": 70958, + "FP": 101617, + "IoU": 0.9208263331409523, + "TN": 98533098, + "TP": 2007127, + "n_pred": 2108744, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.7848564469203184, + "FN": 33099, + "FP": 43215, + "IoU": 0.6458960712346818, + "TN": 100497287, + "TP": 139199, + "n_pred": 182414, + "n_ref": 172298 + }, + "8": { + "Dice": 0.9518471878185701, + "FN": 2825, + "FP": 7614, + "IoU": 0.9081187177636559, + "TN": 100599186, + "TP": 103175, + "n_pred": 110789, + "n_ref": 106000 + }, + "9": { + "Dice": 0.822946658584634, + "FN": 14965, + "FP": 22423, + "IoU": 0.699158338563543, + "TN": 100588522, + "TP": 86890, + "n_pred": 109313, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9789872545642438, + "FN": 1100, + "FP": 2194, + "IoU": 0.9588394062078273, + "TN": 78870672, + "TP": 76734, + "n_pred": 78928, + "n_ref": 77834 + }, + "10": { + "Dice": 0.792169580625335, + "FN": 8655, + "FP": 7238, + "IoU": 0.6558615910960981, + "TN": 78904518, + "TP": 30289, + "n_pred": 37527, + "n_ref": 38944 + }, + "11": { + "Dice": 0.6276310753922695, + "FN": 548, + "FP": 425, + "IoU": 0.45733407696597883, + "TN": 78948907, + "TP": 820, + "n_pred": 1245, + "n_ref": 1368 + }, + "12": { + "Dice": 0.4061052057781412, + "FN": 1815, + "FP": 364, + "IoU": 0.2547879616963064, + "TN": 78947776, + "TP": 745, + "n_pred": 1109, + "n_ref": 2560 + }, + "13": { + "Dice": 0.6235588306888845, + "FN": 31227, + "FP": 2795, + "IoU": 0.45302250803858524, + "TN": 78888500, + "TP": 28178, + "n_pred": 30973, + "n_ref": 59405 + }, + "14": { + "Dice": 0.6719863086961172, + "FN": 11563, + "FP": 3770, + "IoU": 0.5060085698637198, + "TN": 78919661, + "TP": 15706, + "n_pred": 19476, + "n_ref": 27269 + }, + "15": { + "Dice": 0.9348149965821254, + "FN": 5785, + "FP": 1653, + "IoU": 0.8776081089975647, + "TN": 78889928, + "TP": 53334, + "n_pred": 54987, + "n_ref": 59119 + }, + "2": { + "Dice": 0.9642924157517052, + "FN": 5049, + "FP": 1992, + "IoU": 0.9310469773682097, + "TN": 78848587, + "TP": 95072, + "n_pred": 97064, + "n_ref": 100121 + }, + "3": { + "Dice": 0.9713471898766686, + "FN": 1468, + "FP": 3441, + "IoU": 0.9442906103179827, + "TN": 78862582, + "TP": 83209, + "n_pred": 86650, + "n_ref": 84677 + }, + "4": { + "Dice": 0.892512693764608, + "FN": 517, + "FP": 3484, + "IoU": 0.8058897729477974, + "TN": 78930088, + "TP": 16611, + "n_pred": 20095, + "n_ref": 17128 + }, + "5": { + "Dice": 0.6931768415520715, + "FN": 15013, + "FP": 2502, + "IoU": 0.5304289544235925, + "TN": 78913400, + "TP": 19785, + "n_pred": 22287, + "n_ref": 34798 + }, + "6": { + "Dice": 0.9749191904983718, + "FN": 17456, + "FP": 18027, + "IoU": 0.9510656930280025, + "TN": 78225585, + "TP": 689632, + "n_pred": 707659, + "n_ref": 707088 + }, + "7": { + "Dice": 0.9408180446076965, + "FN": 65670, + "FP": 16791, + "IoU": 0.8882496910167176, + "TN": 78212796, + "TP": 655443, + "n_pred": 672234, + "n_ref": 721113 + }, + "8": { + "Dice": 0.9410027666152206, + "FN": 35707, + "FP": 1334, + "IoU": 0.8885790604075298, + "TN": 78618258, + "TP": 295401, + "n_pred": 296735, + "n_ref": 331108 + }, + "9": { + "Dice": 0.8674369955378386, + "FN": 8740, + "FP": 6025, + "IoU": 0.7659061722131498, + "TN": 78887627, + "TP": 48308, + "n_pred": 54333, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9803491285458902, + "FN": 4797, + "FP": 952, + "IoU": 0.9614556864427802, + "TN": 104855287, + "TP": 143404, + "n_pred": 144356, + "n_ref": 148201 + }, + "10": { + "Dice": 0.9247067553297754, + "FN": 6232, + "FP": 6959, + "IoU": 0.8599577463293451, + "TN": 104910247, + "TP": 81002, + "n_pred": 87961, + "n_ref": 87234 + }, + "11": { + "Dice": 0.888431752178122, + "FN": 660, + "FP": 262, + "IoU": 0.7992597430873067, + "TN": 104999847, + "TP": 3671, + "n_pred": 3933, + "n_ref": 4331 + }, + "12": { + "Dice": 0.8161523309258043, + "FN": 1104, + "FP": 576, + "IoU": 0.6894065446478093, + "TN": 104999031, + "TP": 3729, + "n_pred": 4305, + "n_ref": 4833 + }, + "13": { + "Dice": 0.9443600700164745, + "FN": 4445, + "FP": 4201, + "IoU": 0.8945854009436838, + "TN": 104922421, + "TP": 73373, + "n_pred": 77574, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9694031242379471, + "FN": 2502, + "FP": 1764, + "IoU": 0.9406229991927177, + "TN": 104932594, + "TP": 67580, + "n_pred": 69344, + "n_ref": 70082 + }, + "15": { + "Dice": 0.9324134046747395, + "FN": 1183, + "FP": 2177, + "IoU": 0.8733843313109997, + "TN": 104977903, + "TP": 23177, + "n_pred": 25354, + "n_ref": 24360 + }, + "2": { + "Dice": 0.977888848237363, + "FN": 5035, + "FP": 2459, + "IoU": 0.9567343498317062, + "TN": 104831231, + "TP": 165715, + "n_pred": 168174, + "n_ref": 170750 + }, + "3": { + "Dice": 0.9819691337678147, + "FN": 3096, + "FP": 2429, + "IoU": 0.9645769753545508, + "TN": 104848468, + "TP": 150447, + "n_pred": 152876, + "n_ref": 153543 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 105004440, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8386125114937062, + "FN": 3631, + "FP": 6549, + "IoU": 0.7220781348112152, + "TN": 104967811, + "TP": 26449, + "n_pred": 32998, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9856155990620509, + "FN": 20914, + "FP": 14549, + "IoU": 0.9716391519336287, + "TN": 103754019, + "TP": 1214958, + "n_pred": 1229507, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.9684082838156183, + "FN": 9752, + "FP": 4624, + "IoU": 0.9387515124661293, + "TN": 104769724, + "TP": 220340, + "n_pred": 224964, + "n_ref": 230092 + }, + "8": { + "Dice": 0.970548648961289, + "FN": 9596, + "FP": 12045, + "IoU": 0.942782432586067, + "TN": 104626217, + "TP": 356582, + "n_pred": 368627, + "n_ref": 366178 + }, + "9": { + "Dice": 0.9477230558901077, + "FN": 6209, + "FP": 3427, + "IoU": 0.9006403316113466, + "TN": 104907459, + "TP": 87345, + "n_pred": 90772, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.98642016497916, + "FN": 10109, + "FP": 1125, + "IoU": 0.9732042123340767, + "TN": 177257043, + "TP": 408011, + "n_pred": 409136, + "n_ref": 418120 + }, + "10": { + "Dice": 0.8279088507856919, + "FN": 16482, + "FP": 6582, + "IoU": 0.7063519346090676, + "TN": 177597745, + "TP": 55479, + "n_pred": 62061, + "n_ref": 71961 + }, + "11": { + "Dice": 0.8184137291280148, + "FN": 1214, + "FP": 352, + "IoU": 0.6926398429833169, + "TN": 177671193, + "TP": 3529, + "n_pred": 3881, + "n_ref": 4743 + }, + "12": { + "Dice": 0.8564647611185636, + "FN": 1048, + "FP": 343, + "IoU": 0.748962281176683, + "TN": 177670747, + "TP": 4150, + "n_pred": 4493, + "n_ref": 5198 + }, + "13": { + "Dice": 0.9341376927200739, + "FN": 4770, + "FP": 5427, + "IoU": 0.8764149800024239, + "TN": 177593778, + "TP": 72313, + "n_pred": 77740, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9559721874051693, + "FN": 3789, + "FP": 2885, + "IoU": 0.9156577783394414, + "TN": 177597158, + "TP": 72456, + "n_pred": 75341, + "n_ref": 76245 + }, + "15": { + "Dice": 0.8861612613348583, + "FN": 1474, + "FP": 4100, + "IoU": 0.7955920642487807, + "TN": 177649019, + "TP": 21695, + "n_pred": 25795, + "n_ref": 23169 + }, + "2": { + "Dice": 0.9810207000023443, + "FN": 5129, + "FP": 2967, + "IoU": 0.9627484091233269, + "TN": 177458955, + "TP": 209237, + "n_pred": 212204, + "n_ref": 214366 + }, + "3": { + "Dice": 0.9842813898458265, + "FN": 4473, + "FP": 1997, + "IoU": 0.9690492819624764, + "TN": 177467246, + "TP": 202572, + "n_pred": 204569, + "n_ref": 207045 + }, + "4": { + "Dice": 0.9453500662468551, + "FN": 2682, + "FP": 989, + "IoU": 0.8963638416803117, + "TN": 177640866, + "TP": 31751, + "n_pred": 32740, + "n_ref": 34433 + }, + "5": { + "Dice": 0.8245050379316725, + "FN": 6673, + "FP": 3760, + "IoU": 0.7014109498869523, + "TN": 177641347, + "TP": 24508, + "n_pred": 28268, + "n_ref": 31181 + }, + "6": { + "Dice": 0.9615042466968182, + "FN": 96203, + "FP": 40672, + "IoU": 0.9258624733308021, + "TN": 175830057, + "TP": 1709356, + "n_pred": 1750028, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.8826885953883128, + "FN": 15413, + "FP": 78356, + "IoU": 0.7900112643127314, + "TN": 177229745, + "TP": 352774, + "n_pred": 431130, + "n_ref": 368187 + }, + "8": { + "Dice": 0.9618045277368032, + "FN": 6117, + "FP": 9238, + "IoU": 0.9264194975153702, + "TN": 177467605, + "TP": 193328, + "n_pred": 202566, + "n_ref": 199445 + }, + "9": { + "Dice": 0.9600976840376069, + "FN": 4307, + "FP": 6575, + "IoU": 0.9232575688121919, + "TN": 177534489, + "TP": 130917, + "n_pred": 137492, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9803652193120689, + "FN": 5092, + "FP": 2197, + "IoU": 0.9614866400012682, + "TN": 193816276, + "TP": 181970, + "n_pred": 184167, + "n_ref": 187062 + }, + "10": { + "Dice": 0.930680633098831, + "FN": 6282, + "FP": 5749, + "IoU": 0.8703486179212242, + "TN": 193912740, + "TP": 80764, + "n_pred": 86513, + "n_ref": 87046 + }, + "11": { + "Dice": 0.8419360600107162, + "FN": 755, + "FP": 130, + "IoU": 0.7270203578038248, + "TN": 194002293, + "TP": 2357, + "n_pred": 2487, + "n_ref": 3112 + }, + "12": { + "Dice": 0.8406119610570236, + "FN": 928, + "FP": 218, + "IoU": 0.7250479846449136, + "TN": 194001367, + "TP": 3022, + "n_pred": 3240, + "n_ref": 3950 + }, + "13": { + "Dice": 0.8668470553967147, + "FN": 10333, + "FP": 7038, + "IoU": 0.7649868091726983, + "TN": 193931620, + "TP": 56544, + "n_pred": 63582, + "n_ref": 66877 + }, + "14": { + "Dice": 0.9336317411206776, + "FN": 2273, + "FP": 8195, + "IoU": 0.8755246917250318, + "TN": 193921438, + "TP": 73629, + "n_pred": 81824, + "n_ref": 75902 + }, + "15": { + "Dice": 0.8747839078006616, + "FN": 472, + "FP": 5395, + "IoU": 0.7774363643260878, + "TN": 193979174, + "TP": 20494, + "n_pred": 25889, + "n_ref": 20966 + }, + "2": { + "Dice": 0.9771286576398398, + "FN": 4023, + "FP": 2291, + "IoU": 0.9552801189885969, + "TN": 193864345, + "TP": 134876, + "n_pred": 137167, + "n_ref": 138899 + }, + "3": { + "Dice": 0.971958015352595, + "FN": 4265, + "FP": 3253, + "IoU": 0.945445837687217, + "TN": 193867727, + "TP": 130290, + "n_pred": 133543, + "n_ref": 134555 + }, + "4": { + "Dice": 0.9411847639636253, + "FN": 1002, + "FP": 1501, + "IoU": 0.8889036839769197, + "TN": 193983005, + "TP": 20027, + "n_pred": 21528, + "n_ref": 21029 + }, + "5": { + "Dice": 0.7771995507300636, + "FN": 6511, + "FP": 5391, + "IoU": 0.6355898472183951, + "TN": 193972874, + "TP": 20759, + "n_pred": 26150, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9741745253134625, + "FN": 20526, + "FP": 51829, + "IoU": 0.9496493793070814, + "TN": 192568512, + "TP": 1364668, + "n_pred": 1416497, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.9650284473371221, + "FN": 14457, + "FP": 7831, + "IoU": 0.9324202630054912, + "TN": 193675732, + "TP": 307515, + "n_pred": 315346, + "n_ref": 321972 + }, + "8": { + "Dice": 0.9637495545028043, + "FN": 10198, + "FP": 7195, + "IoU": 0.9300353584315176, + "TN": 193756938, + "TP": 231204, + "n_pred": 238399, + "n_ref": 241402 + }, + "9": { + "Dice": 0.9305648235799231, + "FN": 8470, + "FP": 4953, + "IoU": 0.8701460771984134, + "TN": 193902165, + "TP": 89947, + "n_pred": 94900, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.977286411113341, + "FN": 2455, + "FP": 2751, + "IoU": 0.9555817207603836, + "TN": 99538596, + "TP": 111998, + "n_pred": 114749, + "n_ref": 114453 + }, + "10": { + "Dice": 0.8990642837777436, + "FN": 10336, + "FP": 3439, + "IoU": 0.8166364943293755, + "TN": 99580676, + "TP": 61349, + "n_pred": 64788, + "n_ref": 71685 + }, + "11": { + "Dice": 0.8688592266409798, + "FN": 485, + "FP": 468, + "IoU": 0.7681265206812652, + "TN": 99651690, + "TP": 3157, + "n_pred": 3625, + "n_ref": 3642 + }, + "12": { + "Dice": 0.7923015236567763, + "FN": 1098, + "FP": 197, + "IoU": 0.6560424966799469, + "TN": 99652035, + "TP": 2470, + "n_pred": 2667, + "n_ref": 3568 + }, + "13": { + "Dice": 0.8135661890139884, + "FN": 7278, + "FP": 10208, + "IoU": 0.6857240424881828, + "TN": 99600161, + "TP": 38153, + "n_pred": 48361, + "n_ref": 45431 + }, + "14": { + "Dice": 0.8706537128350339, + "FN": 9556, + "FP": 3691, + "IoU": 0.7709360031816845, + "TN": 99597969, + "TP": 44584, + "n_pred": 48275, + "n_ref": 54140 + }, + "15": { + "Dice": 0.8581181359453844, + "FN": 9037, + "FP": 523, + "IoU": 0.751494671172342, + "TN": 99617330, + "TP": 28910, + "n_pred": 29433, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9660782308126411, + "FN": 5191, + "FP": 2503, + "IoU": 0.934382329111765, + "TN": 99538545, + "TP": 109561, + "n_pred": 112064, + "n_ref": 114752 + }, + "3": { + "Dice": 0.968772404353777, + "FN": 4898, + "FP": 2768, + "IoU": 0.939436074484306, + "TN": 99529223, + "TP": 118911, + "n_pred": 121679, + "n_ref": 123809 + }, + "4": { + "Dice": 0.9368324025375481, + "FN": 1628, + "FP": 702, + "IoU": 0.8811709506323949, + "TN": 99636192, + "TP": 17278, + "n_pred": 17980, + "n_ref": 18906 + }, + "5": { + "Dice": 0.907667798018979, + "FN": 414, + "FP": 919, + "IoU": 0.8309448319594166, + "TN": 99647915, + "TP": 6552, + "n_pred": 7471, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9761318299446835, + "FN": 31076, + "FP": 33625, + "IoU": 0.9533764780400841, + "TN": 98268067, + "TP": 1323032, + "n_pred": 1356657, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.9258156257525277, + "FN": 15111, + "FP": 9226, + "IoU": 0.8618777632109149, + "TN": 99479601, + "TP": 151862, + "n_pred": 161088, + "n_ref": 166973 + }, + "8": { + "Dice": 0.969310150881569, + "FN": 1827, + "FP": 4448, + "IoU": 0.9404479453354845, + "TN": 99550430, + "TP": 99095, + "n_pred": 103543, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9486671072923551, + "FN": 7261, + "FP": 2292, + "IoU": 0.902347024308466, + "TN": 99557974, + "TP": 88273, + "n_pred": 90565, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9755993487683301, + "FN": 19365, + "FP": 2022, + "IoU": 0.9523611172985255, + "TN": 62634580, + "TP": 427553, + "n_pred": 429575, + "n_ref": 446918 + }, + "10": { + "Dice": 0.9309945367695432, + "FN": 5748, + "FP": 3902, + "IoU": 0.8708978286753983, + "TN": 63008773, + "TP": 65097, + "n_pred": 68999, + "n_ref": 70845 + }, + "11": { + "Dice": 0.8044361137144642, + "FN": 970, + "FP": 282, + "IoU": 0.6728507969689052, + "TN": 63079693, + "TP": 2575, + "n_pred": 2857, + "n_ref": 3545 + }, + "12": { + "Dice": 0.8763425253991292, + "FN": 483, + "FP": 369, + "IoU": 0.779901834151382, + "TN": 63079649, + "TP": 3019, + "n_pred": 3388, + "n_ref": 3502 + }, + "13": { + "Dice": 0.8467631559095171, + "FN": 6369, + "FP": 7850, + "IoU": 0.7342491355948042, + "TN": 63030015, + "TP": 39286, + "n_pred": 47136, + "n_ref": 45655 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9835403413107139, + "FN": 2222, + "FP": 1853, + "IoU": 0.9676137492549175, + "TN": 62957695, + "TP": 121750, + "n_pred": 123603, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9867381677330592, + "FN": 1362, + "FP": 2031, + "IoU": 0.9738234840302422, + "TN": 62953900, + "TP": 126227, + "n_pred": 128258, + "n_ref": 127589 + }, + "4": { + "Dice": 0.2460886954475944, + "FN": 14891, + "FP": 4336, + "IoU": 0.1403085177733065, + "TN": 63061155, + "TP": 3138, + "n_pred": 7474, + "n_ref": 18029 + }, + "5": { + "Dice": 0.7659060490320896, + "FN": 5223, + "FP": 1948, + "IoU": 0.6206221563855676, + "TN": 63064618, + "TP": 11731, + "n_pred": 13679, + "n_ref": 16954 + }, + "6": { + "Dice": 0.9425493452477183, + "FN": 103557, + "FP": 21531, + "IoU": 0.8913412091730368, + "TN": 61932320, + "TP": 1026112, + "n_pred": 1047643, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.9280119198354277, + "FN": 5308, + "FP": 18173, + "IoU": 0.8656923868901218, + "TN": 62908690, + "TP": 151349, + "n_pred": 169522, + "n_ref": 156657 + }, + "8": { + "Dice": 0.950870052363204, + "FN": 7997, + "FP": 2746, + "IoU": 0.9063415399637328, + "TN": 62968816, + "TP": 103961, + "n_pred": 106707, + "n_ref": 111958 + }, + "9": { + "Dice": 0.9350805844253652, + "FN": 2537, + "FP": 3066, + "IoU": 0.8780763790664781, + "TN": 63037565, + "TP": 40352, + "n_pred": 43418, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9822960241357815, + "FN": 7575, + "FP": 3416, + "IoU": 0.9652080049128539, + "TN": 109292912, + "TP": 304915, + "n_pred": 308331, + "n_ref": 312490 + }, + "10": { + "Dice": 0.7049351601067544, + "FN": 16744, + "FP": 42847, + "IoU": 0.5443242209902505, + "TN": 109478043, + "TP": 71184, + "n_pred": 114031, + "n_ref": 87928 + }, + "11": { + "Dice": 0.7564229793803066, + "FN": 1036, + "FP": 1173, + "IoU": 0.6082638765738606, + "TN": 109603179, + "TP": 3430, + "n_pred": 4603, + "n_ref": 4466 + }, + "12": { + "Dice": 0.8575146389069617, + "FN": 786, + "FP": 309, + "IoU": 0.7505694760820045, + "TN": 109604428, + "TP": 3295, + "n_pred": 3604, + "n_ref": 4081 + }, + "13": { + "Dice": 0.8220233998623537, + "FN": 12101, + "FP": 17638, + "IoU": 0.6978265949988315, + "TN": 109510401, + "TP": 68678, + "n_pred": 86316, + "n_ref": 80779 + }, + "14": { + "Dice": 0.9278127643575524, + "FN": 8077, + "FP": 5747, + "IoU": 0.8653458402735162, + "TN": 109506155, + "TP": 88839, + "n_pred": 94586, + "n_ref": 96916 + }, + "15": { + "Dice": 0.9452282551897772, + "FN": 4051, + "FP": 7479, + "IoU": 0.8961448387677896, + "TN": 109497798, + "TP": 99490, + "n_pred": 106969, + "n_ref": 103541 + }, + "2": { + "Dice": 0.9720162843490622, + "FN": 7891, + "FP": 3980, + "IoU": 0.9455561110066455, + "TN": 109390777, + "TP": 206170, + "n_pred": 210150, + "n_ref": 214061 + }, + "3": { + "Dice": 0.975525652498748, + "FN": 8047, + "FP": 3877, + "IoU": 0.9522206728534565, + "TN": 109359254, + "TP": 237640, + "n_pred": 241517, + "n_ref": 245687 + }, + "4": { + "Dice": 0.7708859319913568, + "FN": 16398, + "FP": 3748, + "IoU": 0.6271882749176505, + "TN": 109554780, + "TP": 33892, + "n_pred": 37640, + "n_ref": 50290 + }, + "5": { + "Dice": 0.8196443691786621, + "FN": 2324, + "FP": 1297, + "IoU": 0.6944045911047346, + "TN": 109596969, + "TP": 8228, + "n_pred": 9525, + "n_ref": 10552 + }, + "6": { + "Dice": 0.970881578952633, + "FN": 37216, + "FP": 35559, + "IoU": 0.9434109419249689, + "TN": 108322792, + "TP": 1213251, + "n_pred": 1248810, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.8560144025625486, + "FN": 289090, + "FP": 16665, + "IoU": 0.7482737584109768, + "TN": 108394185, + "TP": 908878, + "n_pred": 925543, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9603207443774674, + "FN": 3549, + "FP": 3547, + "IoU": 0.9236701984617867, + "TN": 109515853, + "TP": 85869, + "n_pred": 89416, + "n_ref": 89418 + }, + "9": { + "Dice": 0.8270356044827928, + "FN": 5167, + "FP": 15761, + "IoU": 0.705081592965249, + "TN": 109537856, + "TP": 50034, + "n_pred": 65795, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9575867543660694, + "FN": 1779, + "FP": 3270, + "IoU": 0.9186248912097476, + "TN": 67005306, + "TP": 56997, + "n_pred": 60267, + "n_ref": 58776 + }, + "10": { + "Dice": 0.8353019686353019, + "FN": 16211, + "FP": 8469, + "IoU": 0.7171832922706698, + "TN": 66980087, + "TP": 62585, + "n_pred": 71054, + "n_ref": 78796 + }, + "11": { + "Dice": 0.7620470676129997, + "FN": 1086, + "FP": 188, + "IoU": 0.6155703077851539, + "TN": 67064038, + "TP": 2040, + "n_pred": 2228, + "n_ref": 3126 + }, + "12": { + "Dice": 0.8125286478227655, + "FN": 652, + "FP": 575, + "IoU": 0.684251158003088, + "TN": 67063466, + "TP": 2659, + "n_pred": 3234, + "n_ref": 3311 + }, + "13": { + "Dice": 0.6489510489510489, + "FN": 12227, + "FP": 15885, + "IoU": 0.4803312629399586, + "TN": 67013256, + "TP": 25984, + "n_pred": 41869, + "n_ref": 38211 + }, + "14": { + "Dice": 0.9076148033326875, + "FN": 5213, + "FP": 9091, + "IoU": 0.8308560076625634, + "TN": 66982785, + "TP": 70263, + "n_pred": 79354, + "n_ref": 75476 + }, + "15": { + "Dice": 0.7265367067606802, + "FN": 9466, + "FP": 7017, + "IoU": 0.5705203366424346, + "TN": 67028973, + "TP": 21896, + "n_pred": 28913, + "n_ref": 31362 + }, + "2": { + "Dice": 0.9780278159948782, + "FN": 2442, + "FP": 4010, + "IoU": 0.957000426530177, + "TN": 66917304, + "TP": 143596, + "n_pred": 147606, + "n_ref": 146038 + }, + "3": { + "Dice": 0.9811323108786311, + "FN": 3094, + "FP": 2955, + "IoU": 0.9629634165008418, + "TN": 66904027, + "TP": 157276, + "n_pred": 160231, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 0, + "IoU": 0.0, + "TN": 67054313, + "TP": 0, + "n_pred": 0, + "n_ref": 13039 + }, + "5": { + "Dice": 0.8462998102466793, + "FN": 2231, + "FP": 199, + "IoU": 0.7335526315789473, + "TN": 67058232, + "TP": 6690, + "n_pred": 6889, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9796193527763046, + "FN": 24161, + "FP": 19766, + "IoU": 0.9600528542379787, + "TN": 65967724, + "TP": 1055701, + "n_pred": 1075467, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.9524324215555368, + "FN": 20284, + "FP": 12811, + "IoU": 0.90918470669912, + "TN": 66702931, + "TP": 331326, + "n_pred": 344137, + "n_ref": 351610 + }, + "8": { + "Dice": 0.967748100721487, + "FN": 4698, + "FP": 702, + "IoU": 0.9375115719311239, + "TN": 66980936, + "TP": 81016, + "n_pred": 81718, + "n_ref": 85714 + }, + "9": { + "Dice": 0.9118097591105621, + "FN": 3533, + "FP": 10745, + "IoU": 0.837913927959223, + "TN": 66979263, + "TP": 73811, + "n_pred": 84556, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9424528328949142, + "FN": 15947, + "FP": 4114, + "IoU": 0.8911686043042136, + "TN": 74334949, + "TP": 164270, + "n_pred": 168384, + "n_ref": 180217 + }, + "10": { + "Dice": 0.8400782564864888, + "FN": 6983, + "FP": 11736, + "IoU": 0.7242542535169773, + "TN": 74451395, + "TP": 49166, + "n_pred": 60902, + "n_ref": 56149 + }, + "11": { + "Dice": 0.7835355854378485, + "FN": 998, + "FP": 322, + "IoU": 0.6441089242383392, + "TN": 74515571, + "TP": 2389, + "n_pred": 2711, + "n_ref": 3387 + }, + "12": { + "Dice": 0.8178629880757541, + "FN": 452, + "FP": 327, + "IoU": 0.6918512658227848, + "TN": 74516752, + "TP": 1749, + "n_pred": 2076, + "n_ref": 2201 + }, + "13": { + "Dice": 0.667370007535795, + "FN": 9680, + "FP": 23425, + "IoU": 0.5007916760913821, + "TN": 74452965, + "TP": 33210, + "n_pred": 56635, + "n_ref": 42890 + }, + "14": { + "Dice": 0.847713465229375, + "FN": 2553, + "FP": 8000, + "IoU": 0.7356793988728867, + "TN": 74479355, + "TP": 29372, + "n_pred": 37372, + "n_ref": 31925 + }, + "15": { + "Dice": 0.8898430711036139, + "FN": 4247, + "FP": 2218, + "IoU": 0.8015471037848789, + "TN": 74486703, + "TP": 26112, + "n_pred": 28330, + "n_ref": 30359 + }, + "2": { + "Dice": 0.9779512346462467, + "FN": 2213, + "FP": 4041, + "IoU": 0.9568537899537078, + "TN": 74374331, + "TP": 138695, + "n_pred": 142736, + "n_ref": 140908 + }, + "3": { + "Dice": 0.9798570709872164, + "FN": 3722, + "FP": 2524, + "IoU": 0.9605095944109, + "TN": 74361115, + "TP": 151919, + "n_pred": 154443, + "n_ref": 155641 + }, + "4": { + "Dice": 0.8635779169604711, + "FN": 2868, + "FP": 421, + "IoU": 0.759909482443974, + "TN": 74505581, + "TP": 10410, + "n_pred": 10831, + "n_ref": 13278 + }, + "5": { + "Dice": 0.7237913358126444, + "FN": 2953, + "FP": 2543, + "IoU": 0.567141844530204, + "TN": 74506583, + "TP": 7201, + "n_pred": 9744, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9817878520690838, + "FN": 29792, + "FP": 28683, + "IoU": 0.9642272035981407, + "TN": 72884658, + "TP": 1576147, + "n_pred": 1604830, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.8503863434546924, + "FN": 38866, + "FP": 6288, + "IoU": 0.7397148934453162, + "TN": 74345801, + "TP": 128325, + "n_pred": 134613, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9672737444057683, + "FN": 2133, + "FP": 2079, + "IoU": 0.9366216256884047, + "TN": 74452822, + "TP": 62246, + "n_pred": 64325, + "n_ref": 64379 + }, + "9": { + "Dice": 0.9497665813308092, + "FN": 4562, + "FP": 4778, + "IoU": 0.9043385636445573, + "TN": 74421644, + "TP": 88296, + "n_pred": 93074, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9602618852147997, + "FN": 4545, + "FP": 18495, + "IoU": 0.9235613002541322, + "TN": 65749762, + "TP": 278378, + "n_pred": 296873, + "n_ref": 282923 + }, + "10": { + "Dice": 0.8550597567362407, + "FN": 10879, + "FP": 13752, + "IoU": 0.7468160559181786, + "TN": 65953895, + "TP": 72654, + "n_pred": 86406, + "n_ref": 83533 + }, + "11": { + "Dice": 0.775291192252323, + "FN": 675, + "FP": 1042, + "IoU": 0.6330412481299423, + "TN": 66046501, + "TP": 2962, + "n_pred": 4004, + "n_ref": 3637 + }, + "12": { + "Dice": 0.8382919145957298, + "FN": 631, + "FP": 293, + "IoU": 0.7216028924374812, + "TN": 66047861, + "TP": 2395, + "n_pred": 2688, + "n_ref": 3026 + }, + "13": { + "Dice": 0.8293725909434184, + "FN": 5345, + "FP": 12052, + "IoU": 0.70848553905962, + "TN": 65991502, + "TP": 42281, + "n_pred": 54333, + "n_ref": 47626 + }, + "14": { + "Dice": 0.9675853254762701, + "FN": 2267, + "FP": 1512, + "IoU": 0.9372060949469102, + "TN": 65990999, + "TP": 56402, + "n_pred": 57914, + "n_ref": 58669 + }, + "15": { + "Dice": 0.8935797355424566, + "FN": 2160, + "FP": 3184, + "IoU": 0.807631389488841, + "TN": 66023400, + "TP": 22436, + "n_pred": 25620, + "n_ref": 24596 + }, + "2": { + "Dice": 0.9694412699947176, + "FN": 3555, + "FP": 5296, + "IoU": 0.9406948306475929, + "TN": 65901935, + "TP": 140394, + "n_pred": 145690, + "n_ref": 143949 + }, + "3": { + "Dice": 0.9734251968503937, + "FN": 3532, + "FP": 4838, + "IoU": 0.9482262703739214, + "TN": 65889515, + "TP": 153295, + "n_pred": 158133, + "n_ref": 156827 + }, + "4": { + "Dice": 0.8973070607553366, + "FN": 2205, + "FP": 4049, + "IoU": 0.8137415492748012, + "TN": 66017603, + "TP": 27323, + "n_pred": 31372, + "n_ref": 29528 + }, + "5": { + "Dice": 0.9383499546690843, + "FN": 664, + "FP": 560, + "IoU": 0.8838599487617421, + "TN": 66040641, + "TP": 9315, + "n_pred": 9875, + "n_ref": 9979 + }, + "6": { + "Dice": 0.9813338603020841, + "FN": 20357, + "FP": 17804, + "IoU": 0.9633518010062625, + "TN": 65009901, + "TP": 1003118, + "n_pred": 1020922, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.9604216650640129, + "FN": 66641, + "FP": 8351, + "IoU": 0.9238569454442812, + "TN": 65066297, + "TP": 909891, + "n_pred": 918242, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9698046396565733, + "FN": 1325, + "FP": 3655, + "IoU": 0.941379350935223, + "TN": 65966227, + "TP": 79973, + "n_pred": 83628, + "n_ref": 81298 + }, + "9": { + "Dice": 0.9424901568450268, + "FN": 4376, + "FP": 3643, + "IoU": 0.8912353515625, + "TN": 65977452, + "TP": 65709, + "n_pred": 69352, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9860601854276885, + "FN": 3047, + "FP": 1211, + "IoU": 0.9725036646712774, + "TN": 113317683, + "TP": 150599, + "n_pred": 151810, + "n_ref": 153646 + }, + "10": { + "Dice": 0.9225970070433346, + "FN": 5444, + "FP": 7161, + "IoU": 0.8563156154889601, + "TN": 113384813, + "TP": 75122, + "n_pred": 82283, + "n_ref": 80566 + }, + "11": { + "Dice": 0.7072424345460727, + "FN": 1150, + "FP": 572, + "IoU": 0.5470804839558128, + "TN": 113468738, + "TP": 2080, + "n_pred": 2652, + "n_ref": 3230 + }, + "12": { + "Dice": 0.9036083774917991, + "FN": 502, + "FP": 262, + "IoU": 0.8241657077100115, + "TN": 113468195, + "TP": 3581, + "n_pred": 3843, + "n_ref": 4083 + }, + "13": { + "Dice": 0.8028902223699041, + "FN": 15261, + "FP": 14992, + "IoU": 0.6706905560151522, + "TN": 113380672, + "TP": 61615, + "n_pred": 76607, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9787441937090388, + "FN": 5162, + "FP": 6063, + "IoU": 0.9583731986442086, + "TN": 113202882, + "TP": 258433, + "n_pred": 264496, + "n_ref": 263595 + }, + "15": { + "Dice": 0.8808184143222506, + "FN": 2941, + "FP": 2185, + "IoU": 0.7870201096892139, + "TN": 113448472, + "TP": 18942, + "n_pred": 21127, + "n_ref": 21883 + }, + "2": { + "Dice": 0.9753596444232792, + "FN": 4200, + "FP": 2009, + "IoU": 0.9519043819763434, + "TN": 113343443, + "TP": 122888, + "n_pred": 124897, + "n_ref": 127088 + }, + "3": { + "Dice": 0.9804996293180285, + "FN": 2592, + "FP": 2090, + "IoU": 0.961745240624234, + "TN": 113350150, + "TP": 117708, + "n_pred": 119798, + "n_ref": 120300 + }, + "4": { + "Dice": 0.9376122994234646, + "FN": 1087, + "FP": 2906, + "IoU": 0.8825519148185187, + "TN": 113438542, + "TP": 30005, + "n_pred": 32911, + "n_ref": 31092 + }, + "5": { + "Dice": 0.8166728832525177, + "FN": 6552, + "FP": 5244, + "IoU": 0.6901497241922774, + "TN": 113434470, + "TP": 26274, + "n_pred": 31518, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9747575934516044, + "FN": 20966, + "FP": 37179, + "IoU": 0.9507581692150694, + "TN": 112291735, + "TP": 1122660, + "n_pred": 1159839, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.9440334763319034, + "FN": 12051, + "FP": 12371, + "IoU": 0.8939994357516439, + "TN": 113242145, + "TP": 205973, + "n_pred": 218344, + "n_ref": 218024 + }, + "8": { + "Dice": 0.9666826193894631, + "FN": 11575, + "FP": 2418, + "IoU": 0.9355137516590474, + "TN": 113255548, + "TP": 202999, + "n_pred": 205417, + "n_ref": 214574 + }, + "9": { + "Dice": 0.9336515872679595, + "FN": 7081, + "FP": 7012, + "IoU": 0.8755595977077465, + "TN": 113359289, + "TP": 99158, + "n_pred": 106170, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9658240710589399, + "FN": 4100, + "FP": 4611, + "IoU": 0.9339069340435057, + "TN": 75064929, + "TP": 123088, + "n_pred": 127699, + "n_ref": 127188 + }, + "10": { + "Dice": 0.9283286659549559, + "FN": 10054, + "FP": 3843, + "IoU": 0.866243816050357, + "TN": 75092830, + "TP": 90001, + "n_pred": 93844, + "n_ref": 100055 + }, + "11": { + "Dice": 0.7830960315056044, + "FN": 959, + "FP": 473, + "IoU": 0.6435150609907891, + "TN": 75192711, + "TP": 2585, + "n_pred": 3058, + "n_ref": 3544 + }, + "12": { + "Dice": 0.7289080769922648, + "FN": 1080, + "FP": 427, + "IoU": 0.5734503255024059, + "TN": 75193195, + "TP": 2026, + "n_pred": 2453, + "n_ref": 3106 + }, + "13": { + "Dice": 0.8284741343077464, + "FN": 6967, + "FP": 13030, + "IoU": 0.7071752818860741, + "TN": 75128438, + "TP": 48293, + "n_pred": 61323, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9591882834342425, + "FN": 3544, + "FP": 7477, + "IoU": 0.9215771384656984, + "TN": 75056195, + "TP": 129512, + "n_pred": 136989, + "n_ref": 133056 + }, + "15": { + "Dice": 0.8993235757187008, + "FN": 12122, + "FP": 1690, + "IoU": 0.8170644486238775, + "TN": 75121226, + "TP": 61690, + "n_pred": 63380, + "n_ref": 73812 + }, + "2": { + "Dice": 0.9635034530130948, + "FN": 3238, + "FP": 7601, + "IoU": 0.9295770987505929, + "TN": 75042815, + "TP": 143074, + "n_pred": 150675, + "n_ref": 146312 + }, + "3": { + "Dice": 0.9660567090331821, + "FN": 2834, + "FP": 7333, + "IoU": 0.9343420644761314, + "TN": 75041880, + "TP": 144681, + "n_pred": 152014, + "n_ref": 147515 + }, + "4": { + "Dice": 0.942713125575069, + "FN": 1398, + "FP": 1466, + "IoU": 0.8916341897158424, + "TN": 75170299, + "TP": 23565, + "n_pred": 25031, + "n_ref": 24963 + }, + "5": { + "Dice": 0.9193106149627889, + "FN": 660, + "FP": 576, + "IoU": 0.8506705328017398, + "TN": 75188451, + "TP": 7041, + "n_pred": 7617, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9848261874232569, + "FN": 24188, + "FP": 13787, + "IoU": 0.9701059810866702, + "TN": 73926407, + "TP": 1232346, + "n_pred": 1246133, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.9586237898112676, + "FN": 8934, + "FP": 3400, + "IoU": 0.9205355187032097, + "TN": 75041514, + "TP": 142880, + "n_pred": 146280, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9632862214080898, + "FN": 4281, + "FP": 1852, + "IoU": 0.9291727777713619, + "TN": 75110137, + "TP": 80458, + "n_pred": 82310, + "n_ref": 84739 + }, + "9": { + "Dice": 0.9077986478227174, + "FN": 5196, + "FP": 9437, + "IoU": 0.8311641859928465, + "TN": 75110058, + "TP": 72037, + "n_pred": 81474, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.980548838187362, + "FN": 6014, + "FP": 2311, + "IoU": 0.9618399339933993, + "TN": 86709712, + "TP": 209835, + "n_pred": 212146, + "n_ref": 215849 + }, + "10": { + "Dice": 0.7311366036286839, + "FN": 7898, + "FP": 36914, + "IoU": 0.5762138034082956, + "TN": 86822130, + "TP": 60930, + "n_pred": 97844, + "n_ref": 68828 + }, + "11": { + "Dice": 0.6984356197352587, + "FN": 1139, + "FP": 114, + "IoU": 0.536612426035503, + "TN": 86925168, + "TP": 1451, + "n_pred": 1565, + "n_ref": 2590 + }, + "12": { + "Dice": 0.8235647129425885, + "FN": 798, + "FP": 966, + "IoU": 0.7000510117326986, + "TN": 86921991, + "TP": 4117, + "n_pred": 5083, + "n_ref": 4915 + }, + "13": { + "Dice": 0.6847166645152962, + "FN": 12925, + "FP": 26155, + "IoU": 0.5205849158447421, + "TN": 86846356, + "TP": 42436, + "n_pred": 68591, + "n_ref": 55361 + }, + "14": { + "Dice": 0.9221333728219556, + "FN": 8552, + "FP": 4068, + "IoU": 0.8555171387356032, + "TN": 86840526, + "TP": 74726, + "n_pred": 78794, + "n_ref": 83278 + }, + "15": { + "Dice": 0.9519739468955879, + "FN": 10063, + "FP": 5333, + "IoU": 0.9083495053159192, + "TN": 86759886, + "TP": 152590, + "n_pred": 157923, + "n_ref": 162653 + }, + "2": { + "Dice": 0.9623401901162181, + "FN": 5063, + "FP": 4263, + "IoU": 0.927413956818854, + "TN": 86799390, + "TP": 119156, + "n_pred": 123419, + "n_ref": 124219 + }, + "3": { + "Dice": 0.9697352016115834, + "FN": 7403, + "FP": 2768, + "IoU": 0.9412485053633628, + "TN": 86754753, + "TP": 162948, + "n_pred": 165716, + "n_ref": 170351 + }, + "4": { + "Dice": 0.9082760500257396, + "FN": 1525, + "FP": 1504, + "IoU": 0.8319649395317874, + "TN": 86909846, + "TP": 14997, + "n_pred": 16501, + "n_ref": 16522 + }, + "5": { + "Dice": 0.9084092126405999, + "FN": 385, + "FP": 641, + "IoU": 0.8321884200196271, + "TN": 86921758, + "TP": 5088, + "n_pred": 5729, + "n_ref": 5473 + }, + "6": { + "Dice": 0.972930850315699, + "FN": 22562, + "FP": 41527, + "IoU": 0.9472885546360312, + "TN": 85712026, + "TP": 1151757, + "n_pred": 1193284, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.9473340720334245, + "FN": 91305, + "FP": 12311, + "IoU": 0.8999380020434218, + "TN": 85892354, + "TP": 931902, + "n_pred": 944213, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9602816591484211, + "FN": 2020, + "FP": 2312, + "IoU": 0.9235978835978836, + "TN": 86871172, + "TP": 52368, + "n_pred": 54680, + "n_ref": 54388 + }, + "9": { + "Dice": 0.873965142610912, + "FN": 3097, + "FP": 10650, + "IoU": 0.7761439504966617, + "TN": 86866462, + "TP": 47663, + "n_pred": 58313, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9152529532405829, + "FN": 3895, + "FP": 11766, + "IoU": 0.8437478174979297, + "TN": 37649371, + "TP": 84568, + "n_pred": 96334, + "n_ref": 88463 + }, + "10": { + "Dice": 0.8893232521567617, + "FN": 9196, + "FP": 3261, + "IoU": 0.8007039436845053, + "TN": 37687095, + "TP": 50048, + "n_pred": 53309, + "n_ref": 59244 + }, + "11": { + "Dice": 0.8578403755868544, + "FN": 304, + "FP": 453, + "IoU": 0.7510687273923051, + "TN": 37746559, + "TP": 2284, + "n_pred": 2737, + "n_ref": 2588 + }, + "12": { + "Dice": 0.8551791850760923, + "FN": 304, + "FP": 581, + "IoU": 0.7469982847341338, + "TN": 37746102, + "TP": 2613, + "n_pred": 3194, + "n_ref": 2917 + }, + "13": { + "Dice": 0.8009977592694373, + "FN": 6993, + "FP": 11835, + "IoU": 0.6680535966149507, + "TN": 37692880, + "TP": 37892, + "n_pred": 49727, + "n_ref": 44885 + }, + "14": { + "Dice": 0.8539827952184114, + "FN": 4724, + "FP": 27951, + "IoU": 0.7451744979528173, + "TN": 37621375, + "TP": 95550, + "n_pred": 123501, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2888, + "IoU": 0.0, + "TN": 37746712, + "TP": 0, + "n_pred": 2888, + "n_ref": 0 + }, + "2": { + "Dice": 0.946470866887731, + "FN": 7325, + "FP": 3184, + "IoU": 0.8983812949640287, + "TN": 37646184, + "TP": 92907, + "n_pred": 96091, + "n_ref": 100232 + }, + "3": { + "Dice": 0.9638885389346374, + "FN": 4539, + "FP": 1767, + "IoU": 0.9302942541949462, + "TN": 37659134, + "TP": 84160, + "n_pred": 85927, + "n_ref": 88699 + }, + "4": { + "Dice": 0.6956845634012664, + "FN": 5157, + "FP": 562, + "IoU": 0.533371409921671, + "TN": 37737344, + "TP": 6537, + "n_pred": 7099, + "n_ref": 11694 + }, + "5": { + "Dice": 0.8707859514944148, + "FN": 1396, + "FP": 1172, + "IoU": 0.7711433918545584, + "TN": 37738379, + "TP": 8653, + "n_pred": 9825, + "n_ref": 10049 + }, + "6": { + "Dice": 0.9685738883524845, + "FN": 38808, + "FP": 6857, + "IoU": 0.9390627960788814, + "TN": 37000222, + "TP": 703713, + "n_pred": 710570, + "n_ref": 742521 + }, + "7": { + "Dice": 0.9529500517343686, + "FN": 25701, + "FP": 5857, + "IoU": 0.9101285505174486, + "TN": 37398454, + "TP": 319588, + "n_pred": 325445, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9472878224112182, + "FN": 3237, + "FP": 5093, + "IoU": 0.8998545305906539, + "TN": 37666421, + "TP": 74849, + "n_pred": 79942, + "n_ref": 78086 + }, + "9": { + "Dice": 0.943342218723724, + "FN": 2041, + "FP": 4293, + "IoU": 0.892760395503183, + "TN": 37690536, + "TP": 52730, + "n_pred": 57023, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9782815516893969, + "FN": 6251, + "FP": 2264, + "IoU": 0.9574864321056074, + "TN": 75706399, + "TP": 191774, + "n_pred": 194038, + "n_ref": 198025 + }, + "10": { + "Dice": 0.9345060917290141, + "FN": 9565, + "FP": 5089, + "IoU": 0.8770637583892618, + "TN": 75787488, + "TP": 104546, + "n_pred": 109635, + "n_ref": 114111 + }, + "11": { + "Dice": 0.7661137704553045, + "FN": 901, + "FP": 1200, + "IoU": 0.6208949837603753, + "TN": 75901146, + "TP": 3441, + "n_pred": 4641, + "n_ref": 4342 + }, + "12": { + "Dice": 0.9040850587576945, + "FN": 545, + "FP": 312, + "IoU": 0.8249591503267973, + "TN": 75901792, + "TP": 4039, + "n_pred": 4351, + "n_ref": 4584 + }, + "13": { + "Dice": 0.8602387135565249, + "FN": 7879, + "FP": 3046, + "IoU": 0.7547534065144679, + "TN": 75862141, + "TP": 33622, + "n_pred": 36668, + "n_ref": 41501 + }, + "14": { + "Dice": 0.9417602183216522, + "FN": 2208, + "FP": 12816, + "IoU": 0.8899308404641895, + "TN": 75770192, + "TP": 121472, + "n_pred": 134288, + "n_ref": 123680 + }, + "15": { + "Dice": 0.9014613397137137, + "FN": 24507, + "FP": 11076, + "IoU": 0.8206004688799818, + "TN": 75708343, + "TP": 162762, + "n_pred": 173838, + "n_ref": 187269 + }, + "2": { + "Dice": 0.9664608174415142, + "FN": 6087, + "FP": 6866, + "IoU": 0.9350983820943085, + "TN": 75707109, + "TP": 186626, + "n_pred": 193492, + "n_ref": 192713 + }, + "3": { + "Dice": 0.9740248395908774, + "FN": 5922, + "FP": 7162, + "IoU": 0.9493649331651174, + "TN": 75648290, + "TP": 245314, + "n_pred": 252476, + "n_ref": 251236 + }, + "4": { + "Dice": 0.9276567656765676, + "FN": 2069, + "FP": 2315, + "IoU": 0.8650744798719685, + "TN": 75874196, + "TP": 28108, + "n_pred": 30423, + "n_ref": 30177 + }, + "5": { + "Dice": 0.9119473876507125, + "FN": 893, + "FP": 794, + "IoU": 0.8381464069845533, + "TN": 75896265, + "TP": 8736, + "n_pred": 9530, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9820624833742204, + "FN": 45642, + "FP": 15046, + "IoU": 0.9647571362037266, + "TN": 74184694, + "TP": 1661306, + "n_pred": 1676352, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.9606585919897678, + "FN": 13860, + "FP": 7425, + "IoU": 0.9242955053901885, + "TN": 75625529, + "TP": 259874, + "n_pred": 267299, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9686881645610907, + "FN": 2649, + "FP": 3111, + "IoU": 0.9392776571296042, + "TN": 75811830, + "TP": 89098, + "n_pred": 92209, + "n_ref": 91747 + }, + "9": { + "Dice": 0.9312462356299264, + "FN": 6623, + "FP": 3879, + "IoU": 0.8713384379785605, + "TN": 75825063, + "TP": 71123, + "n_pred": 75002, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9816325233565664, + "FN": 2376, + "FP": 1092, + "IoU": 0.9639276055752029, + "TN": 61291610, + "TP": 92672, + "n_pred": 93764, + "n_ref": 95048 + }, + "10": { + "Dice": 0.9381527974492798, + "FN": 5523, + "FP": 4040, + "IoU": 0.8835101653003301, + "TN": 61305657, + "TP": 72530, + "n_pred": 76570, + "n_ref": 78053 + }, + "11": { + "Dice": 0.9020081534048014, + "FN": 355, + "FP": 294, + "IoU": 0.8215071507150715, + "TN": 61384114, + "TP": 2987, + "n_pred": 3281, + "n_ref": 3342 + }, + "12": { + "Dice": 0.8885477433220755, + "FN": 475, + "FP": 251, + "IoU": 0.7994475138121547, + "TN": 61384130, + "TP": 2894, + "n_pred": 3145, + "n_ref": 3369 + }, + "13": { + "Dice": 0.9040414246021723, + "FN": 3664, + "FP": 3934, + "IoU": 0.8248864919680103, + "TN": 61344361, + "TP": 35791, + "n_pred": 39725, + "n_ref": 39455 + }, + "14": { + "Dice": 0.9438563341094902, + "FN": 3022, + "FP": 4525, + "IoU": 0.8936817637529055, + "TN": 61316765, + "TP": 63438, + "n_pred": 67963, + "n_ref": 66460 + }, + "15": { + "Dice": 0.9385767790262173, + "FN": 2635, + "FP": 2613, + "IoU": 0.8842625264643613, + "TN": 61342406, + "TP": 40096, + "n_pred": 42709, + "n_ref": 42731 + }, + "2": { + "Dice": 0.9763694219259035, + "FN": 4293, + "FP": 1945, + "IoU": 0.9538298706969928, + "TN": 61252641, + "TP": 128871, + "n_pred": 130816, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9813841872622324, + "FN": 2959, + "FP": 1998, + "IoU": 0.9634488047309354, + "TN": 61252132, + "TP": 130661, + "n_pred": 132659, + "n_ref": 133620 + }, + "4": { + "Dice": 0.899497892221357, + "FN": 2226, + "FP": 1517, + "IoU": 0.8173522666276289, + "TN": 61367257, + "TP": 16750, + "n_pred": 18267, + "n_ref": 18976 + }, + "5": { + "Dice": 0.8341477547078706, + "FN": 6101, + "FP": 2486, + "IoU": 0.7154832510519864, + "TN": 61357569, + "TP": 21594, + "n_pred": 24080, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9792291301552078, + "FN": 23868, + "FP": 17317, + "IoU": 0.9593035607531584, + "TN": 60375745, + "TP": 970820, + "n_pred": 988137, + "n_ref": 994688 + }, + "7": { + "Dice": 0.9552449797387296, + "FN": 10526, + "FP": 5367, + "IoU": 0.9143243738611982, + "TN": 61202248, + "TP": 169609, + "n_pred": 174976, + "n_ref": 180135 + }, + "8": { + "Dice": 0.9749437986003906, + "FN": 8221, + "FP": 4017, + "IoU": 0.9511125314584749, + "TN": 61137420, + "TP": 238092, + "n_pred": 242109, + "n_ref": 246313 + }, + "9": { + "Dice": 0.9604736135002448, + "FN": 3222, + "FP": 3074, + "IoU": 0.9239530866881666, + "TN": 61304959, + "TP": 76495, + "n_pred": 79569, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9807604288383563, + "FN": 3376, + "FP": 3770, + "IoU": 0.962247205257708, + "TN": 39559516, + "TP": 182138, + "n_pred": 185908, + "n_ref": 185514 + }, + "10": { + "Dice": 0.9028883201619934, + "FN": 3676, + "FP": 6683, + "IoU": 0.8229684696231735, + "TN": 39690285, + "TP": 48156, + "n_pred": 54839, + "n_ref": 51832 + }, + "11": { + "Dice": 0.864044393667374, + "FN": 384, + "FP": 449, + "IoU": 0.760632183908046, + "TN": 39745320, + "TP": 2647, + "n_pred": 3096, + "n_ref": 3031 + }, + "12": { + "Dice": 0.8913422428820453, + "FN": 392, + "FP": 356, + "IoU": 0.8039832285115304, + "TN": 39744984, + "TP": 3068, + "n_pred": 3424, + "n_ref": 3460 + }, + "13": { + "Dice": 0.9097790171771377, + "FN": 4988, + "FP": 2712, + "IoU": 0.8344904670807988, + "TN": 39702277, + "TP": 38823, + "n_pred": 41535, + "n_ref": 43811 + }, + "14": { + "Dice": 0.6672160870281852, + "FN": 9045, + "FP": 15183, + "IoU": 0.5006183527083848, + "TN": 39700284, + "TP": 24288, + "n_pred": 39471, + "n_ref": 33333 + }, + "15": { + "Dice": 0.9508717227218283, + "FN": 1703, + "FP": 3465, + "IoU": 0.906344575125496, + "TN": 39693619, + "TP": 50013, + "n_pred": 53478, + "n_ref": 51716 + }, + "2": { + "Dice": 0.9705730511099638, + "FN": 3167, + "FP": 3787, + "IoU": 0.9428284854563691, + "TN": 39627166, + "TP": 114680, + "n_pred": 118467, + "n_ref": 117847 + }, + "3": { + "Dice": 0.9696475014191213, + "FN": 3599, + "FP": 4582, + "IoU": 0.9410832727194164, + "TN": 39609943, + "TP": 130676, + "n_pred": 135258, + "n_ref": 134275 + }, + "4": { + "Dice": 0.9322283008083613, + "FN": 939, + "FP": 2381, + "IoU": 0.8730595702378221, + "TN": 39722646, + "TP": 22834, + "n_pred": 25215, + "n_ref": 23773 + }, + "5": { + "Dice": 0.8782622284731989, + "FN": 904, + "FP": 654, + "IoU": 0.7829478963499582, + "TN": 39741622, + "TP": 5620, + "n_pred": 6274, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9809310410356782, + "FN": 14321, + "FP": 21201, + "IoU": 0.9625757240536469, + "TN": 38799630, + "TP": 913648, + "n_pred": 934849, + "n_ref": 927969 + }, + "7": { + "Dice": 0.9779620371721061, + "FN": 14738, + "FP": 17592, + "IoU": 0.9568744731029036, + "TN": 38999128, + "TP": 717342, + "n_pred": 734934, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9634575993445309, + "FN": 2498, + "FP": 1070, + "IoU": 0.9294917397834164, + "TN": 39698196, + "TP": 47036, + "n_pred": 48106, + "n_ref": 49534 + }, + "9": { + "Dice": 0.920982689685456, + "FN": 1779, + "FP": 5059, + "IoU": 0.8535383824537355, + "TN": 39702112, + "TP": 39850, + "n_pred": 44909, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9748444091725492, + "FN": 3601, + "FP": 1217, + "IoU": 0.9509233699693398, + "TN": 101298435, + "TP": 93355, + "n_pred": 94572, + "n_ref": 96956 + }, + "10": { + "Dice": 0.9158417965517875, + "FN": 7678, + "FP": 6053, + "IoU": 0.8447492198453258, + "TN": 101308164, + "TP": 74713, + "n_pred": 80766, + "n_ref": 82391 + }, + "11": { + "Dice": 0.771594684385382, + "FN": 1813, + "FP": 387, + "IoU": 0.6281271129141311, + "TN": 101390692, + "TP": 3716, + "n_pred": 4103, + "n_ref": 5529 + }, + "12": { + "Dice": 0.8704238472286911, + "FN": 553, + "FP": 838, + "IoU": 0.7705756226290615, + "TN": 101390545, + "TP": 4672, + "n_pred": 5510, + "n_ref": 5225 + }, + "13": { + "Dice": 0.9393557525073163, + "FN": 4847, + "FP": 976, + "IoU": 0.8856463934329648, + "TN": 101345687, + "TP": 45098, + "n_pred": 46074, + "n_ref": 49945 + }, + "14": { + "Dice": 0.986704168461409, + "FN": 2611, + "FP": 2050, + "IoU": 0.9737572560258092, + "TN": 101218997, + "TP": 172950, + "n_pred": 175000, + "n_ref": 175561 + }, + "15": { + "Dice": 0.9368626102899049, + "FN": 2346, + "FP": 960, + "IoU": 0.881224401810735, + "TN": 101368774, + "TP": 24528, + "n_pred": 25488, + "n_ref": 26874 + }, + "2": { + "Dice": 0.9795313127953547, + "FN": 5034, + "FP": 2351, + "IoU": 0.9598837525123581, + "TN": 101212518, + "TP": 176705, + "n_pred": 179056, + "n_ref": 181739 + }, + "3": { + "Dice": 0.9847123052532453, + "FN": 1959, + "FP": 3171, + "IoU": 0.9698849994423148, + "TN": 101226261, + "TP": 165217, + "n_pred": 168388, + "n_ref": 167176 + }, + "4": { + "Dice": 0.9220335525980318, + "FN": 1105, + "FP": 424, + "IoU": 0.8553453169347209, + "TN": 101386038, + "TP": 9041, + "n_pred": 9465, + "n_ref": 10146 + }, + "5": { + "Dice": 0.8580448508600044, + "FN": 6988, + "FP": 3444, + "IoU": 0.7513822688274547, + "TN": 101354648, + "TP": 31528, + "n_pred": 34972, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9836389706851844, + "FN": 40069, + "FP": 19493, + "IoU": 0.9678046897846024, + "TN": 99546587, + "TP": 1790459, + "n_pred": 1809952, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.9634124402038325, + "FN": 16540, + "FP": 17220, + "IoU": 0.9294076810966901, + "TN": 100918369, + "TP": 444479, + "n_pred": 461699, + "n_ref": 461019 + }, + "8": { + "Dice": 0.9695080419201536, + "FN": 5202, + "FP": 10556, + "IoU": 0.9408205802272087, + "TN": 101130333, + "TP": 250517, + "n_pred": 261073, + "n_ref": 255719 + }, + "9": { + "Dice": 0.950877152776982, + "FN": 3635, + "FP": 4939, + "IoU": 0.9063544419930536, + "TN": 101305050, + "TP": 82984, + "n_pred": 87923, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9686300660787815, + "FN": 9281, + "FP": 4173, + "IoU": 0.9391684149605729, + "TN": 73662336, + "TP": 207714, + "n_pred": 211887, + "n_ref": 216995 + }, + "10": { + "Dice": 0.40545192352421267, + "FN": 54051, + "FP": 9854, + "IoU": 0.2542738782892818, + "TN": 73797809, + "TP": 21790, + "n_pred": 31644, + "n_ref": 75841 + }, + "11": { + "Dice": 0.69416088199265, + "FN": 2009, + "FP": 1736, + "IoU": 0.5315822388993121, + "TN": 73875509, + "TP": 4250, + "n_pred": 5986, + "n_ref": 6259 + }, + "12": { + "Dice": 0.7036260741982813, + "FN": 2184, + "FP": 644, + "IoU": 0.5427647534357316, + "TN": 73877319, + "TP": 3357, + "n_pred": 4001, + "n_ref": 5541 + }, + "13": { + "Dice": 0.024451770817723165, + "FN": 60260, + "FP": 17858, + "IoU": 0.012377207732278088, + "TN": 73804407, + "TP": 979, + "n_pred": 18837, + "n_ref": 61239 + }, + "14": { + "Dice": 0.9015599415634713, + "FN": 9191, + "FP": 10889, + "IoU": 0.8207638957074381, + "TN": 73771473, + "TP": 91951, + "n_pred": 102840, + "n_ref": 101142 + }, + "15": { + "Dice": 0.9383498132082706, + "FN": 11690, + "FP": 15968, + "IoU": 0.8838596977446325, + "TN": 73645361, + "TP": 210485, + "n_pred": 226453, + "n_ref": 222175 + }, + "2": { + "Dice": 0.7846876795033182, + "FN": 62639, + "FP": 7831, + "IoU": 0.6456675097168658, + "TN": 73684623, + "TP": 128411, + "n_pred": 136242, + "n_ref": 191050 + }, + "3": { + "Dice": 0.8171817150400228, + "FN": 17909, + "FP": 57986, + "IoU": 0.6908768028283174, + "TN": 73637987, + "TP": 169622, + "n_pred": 227608, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 0, + "IoU": 0.0, + "TN": 73835616, + "TP": 0, + "n_pred": 0, + "n_ref": 47888 + }, + "5": { + "Dice": 0.7297023556702715, + "FN": 3961, + "FP": 4312, + "IoU": 0.5744341563786008, + "TN": 73864064, + "TP": 11167, + "n_pred": 15479, + "n_ref": 15128 + }, + "6": { + "Dice": 0.8057002498488212, + "FN": 441580, + "FP": 166013, + "IoU": 0.6746214673048644, + "TN": 72016162, + "TP": 1259749, + "n_pred": 1425762, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.2948094654086514, + "FN": 142431, + "FP": 1894, + "IoU": 0.17288945688365723, + "TN": 73709011, + "TP": 30168, + "n_pred": 32062, + "n_ref": 172599 + }, + "8": { + "Dice": 0.9162148313214248, + "FN": 2561, + "FP": 11501, + "IoU": 0.8453841755728548, + "TN": 73792556, + "TP": 76886, + "n_pred": 88387, + "n_ref": 79447 + }, + "9": { + "Dice": 0.8488665785997358, + "FN": 9857, + "FP": 18745, + "IoU": 0.7374180636395351, + "TN": 73774578, + "TP": 80324, + "n_pred": 99069, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9729709529834452, + "FN": 5088, + "FP": 5038, + "IoU": 0.9473645909138164, + "TN": 69303396, + "TP": 182254, + "n_pred": 187292, + "n_ref": 187342 + }, + "10": { + "Dice": 0.8309046885318072, + "FN": 10851, + "FP": 12195, + "IoU": 0.7107245067028167, + "TN": 69416108, + "TP": 56622, + "n_pred": 68817, + "n_ref": 67473 + }, + "11": { + "Dice": 0.8008407777193904, + "FN": 413, + "FP": 1103, + "IoU": 0.6678352322524101, + "TN": 69491212, + "TP": 3048, + "n_pred": 4151, + "n_ref": 3461 + }, + "12": { + "Dice": 0.8492088116661496, + "FN": 415, + "FP": 557, + "IoU": 0.737934753302777, + "TN": 69492067, + "TP": 2737, + "n_pred": 3294, + "n_ref": 3152 + }, + "13": { + "Dice": 0.8332818504194828, + "FN": 10378, + "FP": 16608, + "IoU": 0.7142100692605851, + "TN": 69401350, + "TP": 67440, + "n_pred": 84048, + "n_ref": 77818 + }, + "14": { + "Dice": 0.964604964932573, + "FN": 6760, + "FP": 3828, + "IoU": 0.9316298922273235, + "TN": 69340913, + "TP": 144275, + "n_pred": 148103, + "n_ref": 151035 + }, + "15": { + "Dice": 0.9367445122686276, + "FN": 8519, + "FP": 3025, + "IoU": 0.881015450263345, + "TN": 69398755, + "TP": 85477, + "n_pred": 88502, + "n_ref": 93996 + }, + "2": { + "Dice": 0.968573241176667, + "FN": 5111, + "FP": 4301, + "IoU": 0.9390615794005865, + "TN": 69341325, + "TP": 145039, + "n_pred": 149340, + "n_ref": 150150 + }, + "3": { + "Dice": 0.9719154785201752, + "FN": 5695, + "FP": 3949, + "IoU": 0.9453653451772623, + "TN": 69319258, + "TP": 166874, + "n_pred": 170823, + "n_ref": 172569 + }, + "4": { + "Dice": 0.8344901000638706, + "FN": 7722, + "FP": 3939, + "IoU": 0.7159871401432121, + "TN": 69454718, + "TP": 29397, + "n_pred": 33336, + "n_ref": 37119 + }, + "5": { + "Dice": 0.9093919406093947, + "FN": 2066, + "FP": 1327, + "IoU": 0.8338393731635652, + "TN": 69475356, + "TP": 17027, + "n_pred": 18354, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9823170536258053, + "FN": 24635, + "FP": 26670, + "IoU": 0.965248614144129, + "TN": 68019432, + "TP": 1425039, + "n_pred": 1451709, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.9659362707868098, + "FN": 14749, + "FP": 6286, + "IoU": 0.9341167700773936, + "TN": 69176499, + "TP": 298242, + "n_pred": 304528, + "n_ref": 312991 + }, + "8": { + "Dice": 0.9577260722495707, + "FN": 4736, + "FP": 2675, + "IoU": 0.9188813485113836, + "TN": 69404416, + "TP": 83949, + "n_pred": 86624, + "n_ref": 88685 + }, + "9": { + "Dice": 0.9160780335737349, + "FN": 6316, + "FP": 7252, + "IoU": 0.8451512765204688, + "TN": 69408155, + "TP": 74053, + "n_pred": 81305, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9787874221542612, + "FN": 4301, + "FP": 4286, + "IoU": 0.9584560975727756, + "TN": 50626855, + "TP": 198110, + "n_pred": 202396, + "n_ref": 202411 + }, + "10": { + "Dice": 0.9165183304951322, + "FN": 4528, + "FP": 8463, + "IoU": 0.8459010948602066, + "TN": 50749249, + "TP": 71312, + "n_pred": 79775, + "n_ref": 75840 + }, + "11": { + "Dice": 0.8607261748083921, + "FN": 1170, + "FP": 629, + "IoU": 0.7555042131013863, + "TN": 50826194, + "TP": 5559, + "n_pred": 6188, + "n_ref": 6729 + }, + "12": { + "Dice": 0.8871455422080575, + "FN": 871, + "FP": 510, + "IoU": 0.7971802026729329, + "TN": 50826743, + "TP": 5428, + "n_pred": 5938, + "n_ref": 6299 + }, + "13": { + "Dice": 0.8644017373713334, + "FN": 4679, + "FP": 8995, + "IoU": 0.7611862097872786, + "TN": 50776294, + "TP": 43584, + "n_pred": 52579, + "n_ref": 48263 + }, + "14": { + "Dice": 0.6653120464441219, + "FN": 23233, + "FP": 4439, + "IoU": 0.49847759895606786, + "TN": 50778376, + "TP": 27504, + "n_pred": 31943, + "n_ref": 50737 + }, + "15": { + "Dice": 0.8948305060420793, + "FN": 3581, + "FP": 3747, + "IoU": 0.8096771680128821, + "TN": 50795049, + "TP": 31175, + "n_pred": 34922, + "n_ref": 34756 + }, + "2": { + "Dice": 0.9752110027036558, + "FN": 4667, + "FP": 5877, + "IoU": 0.951621265720565, + "TN": 50615605, + "TP": 207403, + "n_pred": 213280, + "n_ref": 212070 + }, + "3": { + "Dice": 0.9742248418984466, + "FN": 4795, + "FP": 5700, + "IoU": 0.9497450140062729, + "TN": 50624717, + "TP": 198340, + "n_pred": 204040, + "n_ref": 203135 + }, + "4": { + "Dice": 0.9499848605797022, + "FN": 709, + "FP": 1108, + "IoU": 0.904734441356892, + "TN": 50814479, + "TP": 17256, + "n_pred": 18364, + "n_ref": 17965 + }, + "5": { + "Dice": 0.9024587512131996, + "FN": 1686, + "FP": 726, + "IoU": 0.8222549742078114, + "TN": 50819982, + "TP": 11158, + "n_pred": 11884, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9873126455180442, + "FN": 25229, + "FP": 30571, + "IoU": 0.9749431955957503, + "TN": 48606612, + "TP": 2171140, + "n_pred": 2201711, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.9593709100810737, + "FN": 9920, + "FP": 8582, + "IoU": 0.9219143683133216, + "TN": 50596607, + "TP": 218443, + "n_pred": 227025, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9658607156297806, + "FN": 4115, + "FP": 2870, + "IoU": 0.9339754617464129, + "TN": 50727758, + "TP": 98809, + "n_pred": 101679, + "n_ref": 102924 + }, + "9": { + "Dice": 0.9567819177726299, + "FN": 4636, + "FP": 5345, + "IoU": 0.9171446834297668, + "TN": 50713089, + "TP": 110482, + "n_pred": 115827, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9801162289218922, + "FN": 6281, + "FP": 2064, + "IoU": 0.9610077704107618, + "TN": 76670843, + "TP": 205672, + "n_pred": 207736, + "n_ref": 211953 + }, + "10": { + "Dice": 0.8573606436129266, + "FN": 8158, + "FP": 10742, + "IoU": 0.7503335490944637, + "TN": 76809159, + "TP": 56801, + "n_pred": 67543, + "n_ref": 64959 + }, + "11": { + "Dice": 0.827831715210356, + "FN": 316, + "FP": 748, + "IoU": 0.7062396466040861, + "TN": 76881238, + "TP": 2558, + "n_pred": 3306, + "n_ref": 2874 + }, + "12": { + "Dice": 0.8745573159366263, + "FN": 263, + "FP": 410, + "IoU": 0.7770785028155018, + "TN": 76881841, + "TP": 2346, + "n_pred": 2756, + "n_ref": 2609 + }, + "13": { + "Dice": 0.6703146688692341, + "FN": 13567, + "FP": 15172, + "IoU": 0.5041152618410836, + "TN": 76826905, + "TP": 29216, + "n_pred": 44388, + "n_ref": 42783 + }, + "14": { + "Dice": 0.9530439916604653, + "FN": 4027, + "FP": 3608, + "IoU": 0.9102999400824747, + "TN": 76799743, + "TP": 77482, + "n_pred": 81090, + "n_ref": 81509 + }, + "15": { + "Dice": 0.8668744131615116, + "FN": 8163, + "FP": 1620, + "IoU": 0.7650294223609944, + "TN": 76843225, + "TP": 31852, + "n_pred": 33472, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9592077662324991, + "FN": 5583, + "FP": 2779, + "IoU": 0.9216131088529753, + "TN": 76778184, + "TP": 98314, + "n_pred": 101093, + "n_ref": 103897 + }, + "3": { + "Dice": 0.9650217570514761, + "FN": 4931, + "FP": 1773, + "IoU": 0.9324077714930986, + "TN": 76785677, + "TP": 92479, + "n_pred": 94252, + "n_ref": 97410 + }, + "4": { + "Dice": 0.9577711653690947, + "FN": 1385, + "FP": 687, + "IoU": 0.9189643709179084, + "TN": 76859291, + "TP": 23497, + "n_pred": 24184, + "n_ref": 24882 + }, + "5": { + "Dice": 0.9152654355653926, + "FN": 1902, + "FP": 663, + "IoU": 0.8437690339870874, + "TN": 76868442, + "TP": 13853, + "n_pred": 14516, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9763725855063942, + "FN": 25242, + "FP": 28277, + "IoU": 0.9538359091226675, + "TN": 75725539, + "TP": 1105802, + "n_pred": 1134079, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.9310370274708042, + "FN": 9761, + "FP": 12667, + "IoU": 0.8709721958544037, + "TN": 76711037, + "TP": 151395, + "n_pred": 164062, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9661285012491204, + "FN": 2475, + "FP": 2772, + "IoU": 0.9344763855241139, + "TN": 76804782, + "TP": 74831, + "n_pred": 77603, + "n_ref": 77306 + }, + "9": { + "Dice": 0.9490171168761701, + "FN": 6606, + "FP": 2544, + "IoU": 0.9029805643032096, + "TN": 76790549, + "TP": 85161, + "n_pred": 87705, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9663202714607328, + "FN": 6106, + "FP": 2152, + "IoU": 0.9348352732294338, + "TN": 130873207, + "TP": 118467, + "n_pred": 120619, + "n_ref": 124573 + }, + "10": { + "Dice": 0.8827250773783205, + "FN": 5657, + "FP": 8135, + "IoU": 0.7900697129288563, + "TN": 130934234, + "TP": 51906, + "n_pred": 60041, + "n_ref": 57563 + }, + "11": { + "Dice": 0.7799864249006109, + "FN": 1546, + "FP": 723, + "IoU": 0.6393260213002703, + "TN": 130993641, + "TP": 4022, + "n_pred": 4745, + "n_ref": 5568 + }, + "12": { + "Dice": 0.8467142754093631, + "FN": 1433, + "FP": 692, + "IoU": 0.7341756317237929, + "TN": 130991938, + "TP": 5869, + "n_pred": 6561, + "n_ref": 7302 + }, + "13": { + "Dice": 0.7463236289776574, + "FN": 23301, + "FP": 14167, + "IoU": 0.5953080445865376, + "TN": 130907348, + "TP": 55116, + "n_pred": 69283, + "n_ref": 78417 + }, + "14": { + "Dice": 0.8840505686296523, + "FN": 194076, + "FP": 3197, + "IoU": 0.7921959040241351, + "TN": 130050610, + "TP": 752049, + "n_pred": 755246, + "n_ref": 946125 + }, + "15": { + "Dice": 0.4324647349037593, + "FN": 9751, + "FP": 31086, + "IoU": 0.2758883608766579, + "TN": 130943536, + "TP": 15559, + "n_pred": 46645, + "n_ref": 25310 + }, + "2": { + "Dice": 0.9581369533756712, + "FN": 9973, + "FP": 8280, + "IoU": 0.9196381006890175, + "TN": 130772797, + "TP": 208882, + "n_pred": 217162, + "n_ref": 218855 + }, + "3": { + "Dice": 0.9680541867956352, + "FN": 12420, + "FP": 5441, + "IoU": 0.9380862584147365, + "TN": 130711450, + "TP": 270621, + "n_pred": 276062, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 0, + "IoU": 0.0, + "TN": 130997652, + "TP": 0, + "n_pred": 0, + "n_ref": 2280 + }, + "5": { + "Dice": 0.8203173153749572, + "FN": 5752, + "FP": 2119, + "IoU": 0.6953711587584178, + "TN": 130974094, + "TP": 17967, + "n_pred": 20086, + "n_ref": 23719 + }, + "6": { + "Dice": 0.9761063643099682, + "FN": 49617, + "FP": 20068, + "IoU": 0.9533278948961741, + "TN": 129506856, + "TP": 1423391, + "n_pred": 1443459, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.899310393128444, + "FN": 24298, + "FP": 15957, + "IoU": 0.8170426862524088, + "TN": 130779908, + "TP": 179769, + "n_pred": 195726, + "n_ref": 204067 + }, + "8": { + "Dice": 0.961450996056904, + "FN": 4473, + "FP": 5274, + "IoU": 0.9257637265131724, + "TN": 130868635, + "TP": 121550, + "n_pred": 126824, + "n_ref": 126023 + }, + "9": { + "Dice": 0.8362684772614754, + "FN": 4011, + "FP": 16824, + "IoU": 0.7186094566670719, + "TN": 130925889, + "TP": 53208, + "n_pred": 70032, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9691750404904129, + "FN": 1766, + "FP": 1774, + "IoU": 0.9401936105151121, + "TN": 74367507, + "TP": 55651, + "n_pred": 57425, + "n_ref": 57417 + }, + "10": { + "Dice": 0.8860604340309137, + "FN": 10100, + "FP": 7562, + "IoU": 0.7954295377416403, + "TN": 74340361, + "TP": 68675, + "n_pred": 76237, + "n_ref": 78775 + }, + "11": { + "Dice": 0.8600814227555175, + "FN": 381, + "FP": 272, + "IoU": 0.7545112781954887, + "TN": 74424038, + "TP": 2007, + "n_pred": 2279, + "n_ref": 2388 + }, + "12": { + "Dice": 0.8049684835001854, + "FN": 286, + "FP": 766, + "IoU": 0.673596028544834, + "TN": 74423475, + "TP": 2171, + "n_pred": 2937, + "n_ref": 2457 + }, + "13": { + "Dice": 0.5974415981955856, + "FN": 56973, + "FP": 5494, + "IoU": 0.4259655764971835, + "TN": 74317877, + "TP": 46354, + "n_pred": 51848, + "n_ref": 103327 + }, + "14": { + "Dice": 0.9376787564140897, + "FN": 15659, + "FP": 4976, + "IoU": 0.8826696840297719, + "TN": 74250827, + "TP": 155236, + "n_pred": 160212, + "n_ref": 170895 + }, + "15": { + "Dice": 0.8402571092714404, + "FN": 5420, + "FP": 967, + "IoU": 0.7245201638990727, + "TN": 74403513, + "TP": 16798, + "n_pred": 17765, + "n_ref": 22218 + }, + "2": { + "Dice": 0.9592711591399132, + "FN": 6195, + "FP": 3363, + "IoU": 0.9217301582102263, + "TN": 74304582, + "TP": 112558, + "n_pred": 115921, + "n_ref": 118753 + }, + "3": { + "Dice": 0.9637718277066356, + "FN": 7011, + "FP": 2325, + "IoU": 0.9300768435716532, + "TN": 74293180, + "TP": 124182, + "n_pred": 126507, + "n_ref": 131193 + }, + "4": { + "Dice": 0.6336332363059011, + "FN": 16093, + "FP": 521, + "IoU": 0.46373583809431584, + "TN": 74395717, + "TP": 14367, + "n_pred": 14888, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9771501414307298, + "FN": 14100, + "FP": 26751, + "IoU": 0.9553211874101797, + "TN": 73512372, + "TP": 873475, + "n_pred": 900226, + "n_ref": 887575 + }, + "7": { + "Dice": 0.8849779262617826, + "FN": 9590, + "FP": 27042, + "IoU": 0.7936864633493848, + "TN": 74249143, + "TP": 140923, + "n_pred": 167965, + "n_ref": 150513 + }, + "8": { + "Dice": 0.9482095227285625, + "FN": 1461, + "FP": 3102, + "IoU": 0.9015194025985238, + "TN": 74380364, + "TP": 41771, + "n_pred": 44873, + "n_ref": 43232 + }, + "9": { + "Dice": 0.9033386874713171, + "FN": 2278, + "FP": 4462, + "IoU": 0.823717110425276, + "TN": 74388464, + "TP": 31494, + "n_pred": 35956, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9773255457830847, + "FN": 4779, + "FP": 1514, + "IoU": 0.9556565549800937, + "TN": 106504773, + "TP": 135622, + "n_pred": 137136, + "n_ref": 140401 + }, + "10": { + "Dice": 0.9034364966867183, + "FN": 9157, + "FP": 10122, + "IoU": 0.8238797789247705, + "TN": 106537223, + "TP": 90186, + "n_pred": 100308, + "n_ref": 99343 + }, + "11": { + "Dice": 0.6657774813826831, + "FN": 1656, + "FP": 1351, + "IoU": 0.49900033322225923, + "TN": 106640686, + "TP": 2995, + "n_pred": 4346, + "n_ref": 4651 + }, + "12": { + "Dice": 0.8569057717130739, + "FN": 823, + "FP": 729, + "IoU": 0.7496370382319729, + "TN": 106640489, + "TP": 4647, + "n_pred": 5376, + "n_ref": 5470 + }, + "13": { + "Dice": 0.8998083556918359, + "FN": 5729, + "FP": 2113, + "IoU": 0.8178651059085842, + "TN": 106603632, + "TP": 35214, + "n_pred": 37327, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9597297702618743, + "FN": 3060, + "FP": 2579, + "IoU": 0.9225773677128813, + "TN": 106573854, + "TP": 67195, + "n_pred": 69774, + "n_ref": 70255 + }, + "15": { + "Dice": 0.9219586286706206, + "FN": 1067, + "FP": 3249, + "IoU": 0.8552163703455217, + "TN": 106616878, + "TP": 25494, + "n_pred": 28743, + "n_ref": 26561 + }, + "2": { + "Dice": 0.9713347323292751, + "FN": 3607, + "FP": 7198, + "IoU": 0.9442670641818529, + "TN": 106452817, + "TP": 183066, + "n_pred": 190264, + "n_ref": 186673 + }, + "3": { + "Dice": 0.9741431987247609, + "FN": 3825, + "FP": 3961, + "IoU": 0.9495898428648197, + "TN": 106492235, + "TP": 146667, + "n_pred": 150628, + "n_ref": 150492 + }, + "4": { + "Dice": 0.9035234899328859, + "FN": 390, + "FP": 1680, + "IoU": 0.8240244835501148, + "TN": 106634925, + "TP": 9693, + "n_pred": 11373, + "n_ref": 10083 + }, + "5": { + "Dice": 0.7209863307424283, + "FN": 1752, + "FP": 330, + "IoU": 0.5637049455155071, + "TN": 106641916, + "TP": 2690, + "n_pred": 3020, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9839169206314448, + "FN": 23484, + "FP": 17352, + "IoU": 0.9683429835706938, + "TN": 105356737, + "TP": 1249115, + "n_pred": 1266467, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.9722462301017654, + "FN": 10053, + "FP": 8604, + "IoU": 0.9459914023940135, + "TN": 106301243, + "TP": 326788, + "n_pred": 335392, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9647157365720866, + "FN": 1926, + "FP": 3129, + "IoU": 0.9318365695792881, + "TN": 106572528, + "TP": 69105, + "n_pred": 72234, + "n_ref": 71031 + }, + "9": { + "Dice": 0.9311324018946942, + "FN": 7043, + "FP": 4501, + "IoU": 0.8711391415973656, + "TN": 106557103, + "TP": 78041, + "n_pred": 82542, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9751208453310055, + "FN": 5061, + "FP": 2577, + "IoU": 0.9514495839716249, + "TN": 107969607, + "TP": 149683, + "n_pred": 152260, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8974405369910988, + "FN": 4264, + "FP": 13307, + "IoU": 0.8139611214636625, + "TN": 108032480, + "TP": 76877, + "n_pred": 90184, + "n_ref": 81141 + }, + "11": { + "Dice": 0.8165884194053208, + "FN": 428, + "FP": 744, + "IoU": 0.690029092832584, + "TN": 108123147, + "TP": 2609, + "n_pred": 3353, + "n_ref": 3037 + }, + "12": { + "Dice": 0.8318004283734408, + "FN": 673, + "FP": 662, + "IoU": 0.7120362381363244, + "TN": 108122292, + "TP": 3301, + "n_pred": 3963, + "n_ref": 3974 + }, + "13": { + "Dice": 0.8784700148336512, + "FN": 11094, + "FP": 7258, + "IoU": 0.7832782239017477, + "TN": 108042248, + "TP": 66328, + "n_pred": 73586, + "n_ref": 77422 + }, + "14": { + "Dice": 0.9008703188761692, + "FN": 2474, + "FP": 5761, + "IoU": 0.8196215008542516, + "TN": 108081274, + "TP": 37419, + "n_pred": 43180, + "n_ref": 39893 + }, + "15": { + "Dice": 0.8485173408267396, + "FN": 4282, + "FP": 3912, + "IoU": 0.7368911151783707, + "TN": 108095785, + "TP": 22949, + "n_pred": 26861, + "n_ref": 27231 + }, + "2": { + "Dice": 0.9697108801810858, + "FN": 6615, + "FP": 4866, + "IoU": 0.9412026794493609, + "TN": 107931664, + "TP": 183783, + "n_pred": 188649, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9725663963013826, + "FN": 7964, + "FP": 2883, + "IoU": 0.9465978071967664, + "TN": 107923809, + "TP": 192272, + "n_pred": 195155, + "n_ref": 200236 + }, + "4": { + "Dice": 0.9633599015325498, + "FN": 1219, + "FP": 1222, + "IoU": 0.9293098954562568, + "TN": 108092397, + "TP": 32090, + "n_pred": 33312, + "n_ref": 33309 + }, + "5": { + "Dice": 0.8549872122762149, + "FN": 534, + "FP": 600, + "IoU": 0.7467053830690195, + "TN": 108122451, + "TP": 3343, + "n_pred": 3943, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9858620254633035, + "FN": 21964, + "FP": 19837, + "IoU": 0.9721182425041222, + "TN": 106627704, + "TP": 1457423, + "n_pred": 1477260, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.9718899498020779, + "FN": 9142, + "FP": 5160, + "IoU": 0.945317040345028, + "TN": 107865384, + "TP": 247242, + "n_pred": 252402, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9630069690391866, + "FN": 1025, + "FP": 2213, + "IoU": 0.9286532698748458, + "TN": 108081544, + "TP": 42146, + "n_pred": 44359, + "n_ref": 43171 + }, + "9": { + "Dice": 0.923022964775653, + "FN": 3840, + "FP": 5817, + "IoU": 0.8570498112648953, + "TN": 108059373, + "TP": 57898, + "n_pred": 63715, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9562346363329638, + "FN": 5459, + "FP": 5437, + "IoU": 0.9161394597090741, + "TN": 62440230, + "TP": 119034, + "n_pred": 124471, + "n_ref": 124493 + }, + "10": { + "Dice": 0.921014097936389, + "FN": 5053, + "FP": 4225, + "IoU": 0.853592337188935, + "TN": 62506789, + "TP": 54093, + "n_pred": 58318, + "n_ref": 59146 + }, + "11": { + "Dice": 0.6891068115557911, + "FN": 752, + "FP": 421, + "IoU": 0.5256773150020219, + "TN": 62567687, + "TP": 1300, + "n_pred": 1721, + "n_ref": 2052 + }, + "12": { + "Dice": 0.7894055326662743, + "FN": 914, + "FP": 875, + "IoU": 0.6520809023726176, + "TN": 62565018, + "TP": 3353, + "n_pred": 4228, + "n_ref": 4267 + }, + "13": { + "Dice": 0.8992018918120012, + "FN": 3684, + "FP": 4841, + "IoU": 0.8168635875402793, + "TN": 62523610, + "TP": 38025, + "n_pred": 42866, + "n_ref": 41709 + }, + "14": { + "Dice": 0.9718562477720997, + "FN": 9549, + "FP": 10426, + "IoU": 0.9452532738405205, + "TN": 62205298, + "TP": 344887, + "n_pred": 355313, + "n_ref": 354436 + }, + "15": { + "Dice": 0.9162537620696922, + "FN": 6553, + "FP": 8946, + "IoU": 0.8454504661714115, + "TN": 62469875, + "TP": 84786, + "n_pred": 93732, + "n_ref": 91339 + }, + "2": { + "Dice": 0.9581393152859664, + "FN": 4662, + "FP": 9524, + "IoU": 0.9196424525309286, + "TN": 62393624, + "TP": 162350, + "n_pred": 171874, + "n_ref": 167012 + }, + "3": { + "Dice": 0.9745977325947659, + "FN": 6014, + "FP": 4107, + "IoU": 0.950454044792559, + "TN": 62365885, + "TP": 194154, + "n_pred": 198261, + "n_ref": 200168 + }, + "4": { + "Dice": 0.9316200488891773, + "FN": 1947, + "FP": 1214, + "IoU": 0.8719931967279501, + "TN": 62545466, + "TP": 21533, + "n_pred": 22747, + "n_ref": 23480 + }, + "5": { + "Dice": 0.7172702956697752, + "FN": 3214, + "FP": 697, + "IoU": 0.5591749323715058, + "TN": 62561288, + "TP": 4961, + "n_pred": 5658, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9760331731713086, + "FN": 48098, + "FP": 21121, + "IoU": 0.9531882748527729, + "TN": 61091492, + "TP": 1409449, + "n_pred": 1430570, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.9006309505533087, + "FN": 8470, + "FP": 31013, + "IoU": 0.8192253101964195, + "TN": 62351750, + "TP": 178927, + "n_pred": 209940, + "n_ref": 187397 + }, + "8": { + "Dice": 0.9501961548092708, + "FN": 1822, + "FP": 5338, + "IoU": 0.9051178076382815, + "TN": 62494698, + "TP": 68302, + "n_pred": 73640, + "n_ref": 70124 + }, + "9": { + "Dice": 0.9063564887966647, + "FN": 1986, + "FP": 7852, + "IoU": 0.8287494777886089, + "TN": 62512712, + "TP": 47610, + "n_pred": 55462, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9408333290415394, + "FN": 6687, + "FP": 27778, + "IoU": 0.8882769396342135, + "TN": 55072762, + "TP": 274021, + "n_pred": 301799, + "n_ref": 280708 + }, + "10": { + "Dice": 0.9007043331802175, + "FN": 5979, + "FP": 9585, + "IoU": 0.8193467511665158, + "TN": 55295094, + "TP": 70590, + "n_pred": 80175, + "n_ref": 76569 + }, + "11": { + "Dice": 0.794477494668313, + "FN": 788, + "FP": 1043, + "IoU": 0.6590316573556797, + "TN": 55375878, + "TP": 3539, + "n_pred": 4582, + "n_ref": 4327 + }, + "12": { + "Dice": 0.8549183024454435, + "FN": 830, + "FP": 493, + "IoU": 0.7466002681478644, + "TN": 55376027, + "TP": 3898, + "n_pred": 4391, + "n_ref": 4728 + }, + "13": { + "Dice": 0.8690149449707757, + "FN": 7219, + "FP": 7146, + "IoU": 0.7683699630746408, + "TN": 55319231, + "TP": 47652, + "n_pred": 54798, + "n_ref": 54871 + }, + "14": { + "Dice": 0.9527361591326248, + "FN": 5907, + "FP": 2951, + "IoU": 0.9097384268930169, + "TN": 55283111, + "TP": 89279, + "n_pred": 92230, + "n_ref": 95186 + }, + "15": { + "Dice": 0.9009258845104442, + "FN": 7291, + "FP": 10429, + "IoU": 0.8197134950349992, + "TN": 55282960, + "TP": 80568, + "n_pred": 90997, + "n_ref": 87859 + }, + "2": { + "Dice": 0.968295989196282, + "FN": 5719, + "FP": 6700, + "IoU": 0.9385404913197537, + "TN": 55179180, + "TP": 189649, + "n_pred": 196349, + "n_ref": 195368 + }, + "3": { + "Dice": 0.9725200354721892, + "FN": 6779, + "FP": 3230, + "IoU": 0.9465099749357361, + "TN": 55194129, + "TP": 177110, + "n_pred": 180340, + "n_ref": 183889 + }, + "4": { + "Dice": 0.9086916483672168, + "FN": 995, + "FP": 294, + "IoU": 0.8326625989874075, + "TN": 55373545, + "TP": 6414, + "n_pred": 6708, + "n_ref": 7409 + }, + "5": { + "Dice": 0.8497625830959165, + "FN": 1166, + "FP": 416, + "IoU": 0.7387714663143989, + "TN": 55375192, + "TP": 4474, + "n_pred": 4890, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9757177429523735, + "FN": 51799, + "FP": 20223, + "IoU": 0.9525867857603678, + "TN": 53862220, + "TP": 1447006, + "n_pred": 1467229, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.956111408832177, + "FN": 10221, + "FP": 4930, + "IoU": 0.9159132659573878, + "TN": 55201065, + "TP": 165032, + "n_pred": 169962, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9611556509479621, + "FN": 1375, + "FP": 2317, + "IoU": 0.9252162288075513, + "TN": 55331879, + "TP": 45677, + "n_pred": 47994, + "n_ref": 47052 + }, + "9": { + "Dice": 0.9148698352042035, + "FN": 3034, + "FP": 5877, + "IoU": 0.8430968605285862, + "TN": 55324455, + "TP": 47882, + "n_pred": 53759, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9826105751967118, + "FN": 6886, + "FP": 3090, + "IoU": 0.9658155974903111, + "TN": 110854786, + "TP": 281853, + "n_pred": 284943, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8930153939028072, + "FN": 8310, + "FP": 9412, + "IoU": 0.8067098575573152, + "TN": 111054929, + "TP": 73964, + "n_pred": 83376, + "n_ref": 82274 + }, + "11": { + "Dice": 0.8255552782630396, + "FN": 326, + "FP": 1072, + "IoU": 0.7029324266893328, + "TN": 111141909, + "TP": 3308, + "n_pred": 4380, + "n_ref": 3634 + }, + "12": { + "Dice": 0.8784511784511785, + "FN": 495, + "FP": 227, + "IoU": 0.7832482737916542, + "TN": 111143284, + "TP": 2609, + "n_pred": 2836, + "n_ref": 3104 + }, + "13": { + "Dice": 0.8999966726558861, + "FN": 8497, + "FP": 3525, + "IoU": 0.818176318456117, + "TN": 111080496, + "TP": 54097, + "n_pred": 57622, + "n_ref": 62594 + }, + "14": { + "Dice": 0.9435893659326902, + "FN": 2677, + "FP": 1919, + "IoU": 0.8932032066922273, + "TN": 111103580, + "TP": 38439, + "n_pred": 40358, + "n_ref": 41116 + }, + "15": { + "Dice": 0.9245980799816046, + "FN": 1238, + "FP": 2697, + "IoU": 0.859769787249207, + "TN": 111118554, + "TP": 24126, + "n_pred": 26823, + "n_ref": 25364 + }, + "2": { + "Dice": 0.9700373436296448, + "FN": 6655, + "FP": 2564, + "IoU": 0.9418179752731128, + "TN": 110988164, + "TP": 149232, + "n_pred": 151796, + "n_ref": 155887 + }, + "3": { + "Dice": 0.9764058831554663, + "FN": 4806, + "FP": 6781, + "IoU": 0.9538994676576139, + "TN": 110895273, + "TP": 239755, + "n_pred": 246536, + "n_ref": 244561 + }, + "4": { + "Dice": 0.9435098375808795, + "FN": 975, + "FP": 1164, + "IoU": 0.8930606939306069, + "TN": 111126613, + "TP": 17863, + "n_pred": 19027, + "n_ref": 18838 + }, + "5": { + "Dice": 0.8212900951709552, + "FN": 107, + "FP": 1921, + "IoU": 0.6967703349282297, + "TN": 111139927, + "TP": 4660, + "n_pred": 6581, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9838144450152759, + "FN": 18607, + "FP": 33565, + "IoU": 0.9681444891529336, + "TN": 109508845, + "TP": 1585598, + "n_pred": 1619163, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.9396227428341277, + "FN": 28761, + "FP": 16211, + "IoU": 0.8861211766701864, + "TN": 110751704, + "TP": 349939, + "n_pred": 366150, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9523289754470309, + "FN": 2898, + "FP": 4876, + "IoU": 0.9089961954931226, + "TN": 111061190, + "TP": 77651, + "n_pred": 82527, + "n_ref": 80549 + }, + "9": { + "Dice": 0.9270960123535289, + "FN": 4822, + "FP": 3204, + "IoU": 0.8640996986013749, + "TN": 111087557, + "TP": 51032, + "n_pred": 54236, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9790109251017755, + "FN": 6077, + "FP": 2332, + "IoU": 0.9588848198002181, + "TN": 96916502, + "TP": 196114, + "n_pred": 198446, + "n_ref": 202191 + }, + "10": { + "Dice": 0.9323818723554782, + "FN": 5870, + "FP": 4070, + "IoU": 0.873329000522486, + "TN": 97042554, + "TP": 68531, + "n_pred": 72601, + "n_ref": 74401 + }, + "11": { + "Dice": 0.8335342172224455, + "FN": 800, + "FP": 443, + "IoU": 0.7145809414466131, + "TN": 97116670, + "TP": 3112, + "n_pred": 3555, + "n_ref": 3912 + }, + "12": { + "Dice": 0.7903765690376569, + "FN": 1505, + "FP": 499, + "IoU": 0.6534071255620892, + "TN": 97115243, + "TP": 3778, + "n_pred": 4277, + "n_ref": 5283 + }, + "13": { + "Dice": 0.9251543587385148, + "FN": 4097, + "FP": 3552, + "IoU": 0.8607322979443949, + "TN": 97066102, + "TP": 47274, + "n_pred": 50826, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9636293389494098, + "FN": 6106, + "FP": 3496, + "IoU": 0.9298114807423814, + "TN": 96984222, + "TP": 127201, + "n_pred": 130697, + "n_ref": 133307 + }, + "15": { + "Dice": 0.9478486041644496, + "FN": 1697, + "FP": 5654, + "IoU": 0.9008671260771648, + "TN": 97046872, + "TP": 66802, + "n_pred": 72456, + "n_ref": 68499 + }, + "2": { + "Dice": 0.9662932729547756, + "FN": 5221, + "FP": 6093, + "IoU": 0.9347847389141549, + "TN": 96947538, + "TP": 162173, + "n_pred": 168266, + "n_ref": 167394 + }, + "3": { + "Dice": 0.9652035530073024, + "FN": 6049, + "FP": 9366, + "IoU": 0.9327472623358493, + "TN": 96891815, + "TP": 213795, + "n_pred": 223161, + "n_ref": 219844 + }, + "4": { + "Dice": 0.9426114426114426, + "FN": 1120, + "FP": 842, + "IoU": 0.8914522821576764, + "TN": 97102950, + "TP": 16113, + "n_pred": 16955, + "n_ref": 17233 + }, + "5": { + "Dice": 0.8186079489502501, + "FN": 2067, + "FP": 2538, + "IoU": 0.692918111496399, + "TN": 97106029, + "TP": 10391, + "n_pred": 12929, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9852989004646076, + "FN": 27464, + "FP": 19094, + "IoU": 0.9710237831768908, + "TN": 95514259, + "TP": 1560208, + "n_pred": 1579302, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.9647678282249016, + "FN": 16377, + "FP": 6293, + "IoU": 0.9319337773000499, + "TN": 96787967, + "TP": 310388, + "n_pred": 316681, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9648879465789526, + "FN": 2718, + "FP": 4370, + "IoU": 0.932157966270411, + "TN": 97016547, + "TP": 97390, + "n_pred": 101760, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9491609721222043, + "FN": 3841, + "FP": 5972, + "IoU": 0.9032410739816796, + "TN": 97019608, + "TP": 91604, + "n_pred": 97576, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9779110684173379, + "FN": 5241, + "FP": 3428, + "IoU": 0.9567768891725335, + "TN": 78855841, + "TP": 191895, + "n_pred": 195323, + "n_ref": 197136 + }, + "10": { + "Dice": 0.88313054916146, + "FN": 5730, + "FP": 17371, + "IoU": 0.7907195854434107, + "TN": 78946022, + "TP": 87282, + "n_pred": 104653, + "n_ref": 93012 + }, + "11": { + "Dice": 0.7999353587588882, + "FN": 534, + "FP": 704, + "IoU": 0.6665768920010773, + "TN": 79052692, + "TP": 2475, + "n_pred": 3179, + "n_ref": 3009 + }, + "12": { + "Dice": 0.7617114831726703, + "FN": 752, + "FP": 657, + "IoU": 0.6151324774651734, + "TN": 79052744, + "TP": 2252, + "n_pred": 2909, + "n_ref": 3004 + }, + "13": { + "Dice": 0.8481199195043496, + "FN": 11951, + "FP": 7219, + "IoU": 0.7362918535229868, + "TN": 78983711, + "TP": 53524, + "n_pred": 60743, + "n_ref": 65475 + }, + "14": { + "Dice": 0.6511198104806868, + "FN": 18501, + "FP": 2264, + "IoU": 0.48271137462009867, + "TN": 79016263, + "TP": 19377, + "n_pred": 21641, + "n_ref": 37878 + }, + "15": { + "Dice": 0.8282895240037733, + "FN": 6044, + "FP": 7426, + "IoU": 0.7069063057574307, + "TN": 79010447, + "TP": 32488, + "n_pred": 39914, + "n_ref": 38532 + }, + "2": { + "Dice": 0.9607983523817101, + "FN": 4049, + "FP": 4821, + "IoU": 0.9245543004899293, + "TN": 78938837, + "TP": 108698, + "n_pred": 113519, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9592087335363084, + "FN": 7332, + "FP": 2368, + "IoU": 0.9216148947861784, + "TN": 78932657, + "TP": 114048, + "n_pred": 116416, + "n_ref": 121380 + }, + "4": { + "Dice": 0.8947952502496949, + "FN": 419, + "FP": 1477, + "IoU": 0.8096194397027814, + "TN": 79046446, + "TP": 8063, + "n_pred": 9540, + "n_ref": 8482 + }, + "5": { + "Dice": 0.8654766286345233, + "FN": 255, + "FP": 1207, + "IoU": 0.7628548256285482, + "TN": 79050240, + "TP": 4703, + "n_pred": 5910, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9838079737470374, + "FN": 18750, + "FP": 24039, + "IoU": 0.9681319557039472, + "TN": 77713712, + "TP": 1299904, + "n_pred": 1323943, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.970727281710885, + "FN": 12275, + "FP": 15570, + "IoU": 0.943119607138188, + "TN": 78566869, + "TP": 461691, + "n_pred": 477261, + "n_ref": 473966 + }, + "8": { + "Dice": 0.9581017461542095, + "FN": 1102, + "FP": 1559, + "IoU": 0.9195732333917669, + "TN": 79023319, + "TP": 30425, + "n_pred": 31984, + "n_ref": 31527 + }, + "9": { + "Dice": 0.9324164668095734, + "FN": 5392, + "FP": 4161, + "IoU": 0.8733897047129301, + "TN": 78980953, + "TP": 65899, + "n_pred": 70060, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9732705833409171, + "FN": 8832, + "FP": 3504, + "IoU": 0.9479328901551124, + "TN": 122475015, + "TP": 224589, + "n_pred": 228093, + "n_ref": 233421 + }, + "10": { + "Dice": 0.900706957217298, + "FN": 12994, + "FP": 8481, + "IoU": 0.8193510939879035, + "TN": 122593063, + "TP": 97402, + "n_pred": 105883, + "n_ref": 110396 + }, + "11": { + "Dice": 0.844390243902439, + "FN": 720, + "FP": 556, + "IoU": 0.7306880540312368, + "TN": 122707202, + "TP": 3462, + "n_pred": 4018, + "n_ref": 4182 + }, + "12": { + "Dice": 0.6694971223700349, + "FN": 2742, + "FP": 761, + "IoU": 0.5031910367323784, + "TN": 122704889, + "TP": 3548, + "n_pred": 4309, + "n_ref": 6290 + }, + "13": { + "Dice": 0.8451458885941645, + "FN": 6007, + "FP": 11507, + "IoU": 0.731820478662318, + "TN": 122646633, + "TP": 47793, + "n_pred": 59300, + "n_ref": 53800 + }, + "14": { + "Dice": 0.9329788695089172, + "FN": 12589, + "FP": 1075, + "IoU": 0.8743771260457847, + "TN": 122603170, + "TP": 95106, + "n_pred": 96181, + "n_ref": 107695 + }, + "15": { + "Dice": 0.932827471163822, + "FN": 5234, + "FP": 1370, + "IoU": 0.8741112106597533, + "TN": 122659481, + "TP": 45855, + "n_pred": 47225, + "n_ref": 51089 + }, + "2": { + "Dice": 0.9708170498293416, + "FN": 3542, + "FP": 4478, + "IoU": 0.9432890912819353, + "TN": 122570521, + "TP": 133399, + "n_pred": 137877, + "n_ref": 136941 + }, + "3": { + "Dice": 0.9780838429981302, + "FN": 3069, + "FP": 3331, + "IoU": 0.9571077199402189, + "TN": 122562729, + "TP": 142811, + "n_pred": 146142, + "n_ref": 145880 + }, + "4": { + "Dice": 0.9566990336767934, + "FN": 4241, + "FP": 1302, + "IoU": 0.9169923776150471, + "TN": 122645163, + "TP": 61234, + "n_pred": 62536, + "n_ref": 65475 + }, + "5": { + "Dice": 0.8030818491094657, + "FN": 5170, + "FP": 734, + "IoU": 0.6709580337736164, + "TN": 122693997, + "TP": 12039, + "n_pred": 12773, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9834766181060475, + "FN": 42343, + "FP": 13721, + "IoU": 0.9674904046709348, + "TN": 120987403, + "TP": 1668473, + "n_pred": 1682194, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.8709604062068059, + "FN": 75990, + "FP": 69274, + "IoU": 0.771417061894766, + "TN": 122076442, + "TP": 490234, + "n_pred": 559508, + "n_ref": 566224 + }, + "8": { + "Dice": 0.9130977817690108, + "FN": 3760, + "FP": 21497, + "IoU": 0.8400919295713118, + "TN": 122553993, + "TP": 132690, + "n_pred": 154187, + "n_ref": 136450 + }, + "9": { + "Dice": 0.9212833052727224, + "FN": 5799, + "FP": 5983, + "IoU": 0.8540549245004893, + "TN": 122631211, + "TP": 68947, + "n_pred": 74930, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/loop_004/summary_cross_val.json b/nnActive_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/loop_004/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..be80c9cc017c02dab9c6b8c27099cee31ace06fe --- /dev/null +++ b/nnActive_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/loop_004/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.8065304070461913, + "FN": 4505.1866666666665, + "FP": 3767.235555555556, + "IoU": 0.7250592484605709, + "TN": 2644344.7711111107, + "TP": 40114.54, + "n_pred": 43881.775555555556, + "n_ref": 44619.72666666667 + }, + "mean": { + "1": { + "Dice": 0.9506189302647706, + "FN": 1557.4333333333334, + "FP": 1810.2333333333333, + "IoU": 0.9069591770496305, + "TN": 2650040.1, + "TP": 39323.96666666667, + "n_pred": 41134.2, + "n_ref": 40881.4 + }, + "10": { + "Dice": 0.8209679415306588, + "FN": 6130.8, + "FP": 4402.766666666666, + "IoU": 0.7079516852805771, + "TN": 2657572.5, + "TP": 24625.666666666668, + "n_pred": 29028.433333333334, + "n_ref": 30756.466666666667 + }, + "11": { + "Dice": 0.6019782081260526, + "FN": 182.73333333333332, + "FP": 219.66666666666666, + "IoU": 0.4870956664849526, + "TN": 2691794.566666667, + "TP": 534.7666666666667, + "n_pred": 754.4333333333333, + "n_ref": 717.5 + }, + "12": { + "Dice": 0.5908269694351556, + "FN": 314.53333333333336, + "FP": 296.1333333333333, + "IoU": 0.47031500008055294, + "TN": 2691151.3333333335, + "TP": 969.7333333333333, + "n_pred": 1265.8666666666666, + "n_ref": 1284.2666666666667 + }, + "13": { + "Dice": 0.7441181670170393, + "FN": 6225.3, + "FP": 5465.566666666667, + "IoU": 0.6219335251616683, + "TN": 2661526.033333333, + "TP": 19514.833333333332, + "n_pred": 24980.4, + "n_ref": 25740.133333333335 + }, + "14": { + "Dice": 0.7409926180609784, + "FN": 3279.9, + "FP": 4351.1, + "IoU": 0.6768739475084661, + "TN": 2653069.1, + "TP": 32031.633333333335, + "n_pred": 36382.73333333333, + "n_ref": 35311.53333333333 + }, + "15": { + "Dice": 0.7425753272356381, + "FN": 3292.133333333333, + "FP": 5924.3, + "IoU": 0.6564727557813644, + "TN": 2660813.6333333333, + "TP": 22701.666666666668, + "n_pred": 28625.966666666667, + "n_ref": 25993.8 + }, + "2": { + "Dice": 0.9096807602317735, + "FN": 5453.0, + "FP": 2598.0333333333333, + "IoU": 0.8512628296649843, + "TN": 2646577.0, + "TP": 38103.7, + "n_pred": 40701.73333333333, + "n_ref": 43556.7 + }, + "3": { + "Dice": 0.9382321489701291, + "FN": 2359.3, + "FP": 4192.633333333333, + "IoU": 0.8880288198940357, + "TN": 2644978.933333333, + "TP": 41200.86666666667, + "n_pred": 45393.5, + "n_ref": 43560.166666666664 + }, + "4": { + "Dice": 0.7063369656809135, + "FN": 6210.766666666666, + "FP": 1298.8, + "IoU": 0.6313329882681451, + "TN": 2675226.1, + "TP": 9996.066666666668, + "n_pred": 11294.866666666667, + "n_ref": 16206.833333333334 + }, + "5": { + "Dice": 0.758296885960388, + "FN": 643.5333333333333, + "FP": 752.6333333333333, + "IoU": 0.6283309727084591, + "TN": 2688962.1, + "TP": 2373.4666666666667, + "n_pred": 3126.1, + "n_ref": 3017.0 + }, + "6": { + "Dice": 0.9556240847928669, + "FN": 8139.8, + "FP": 9328.833333333334, + "IoU": 0.9183862787947753, + "TN": 2457195.5, + "TP": 218067.6, + "n_pred": 227396.43333333332, + "n_ref": 226207.4 + }, + "7": { + "Dice": 0.8672430164213697, + "FN": 21068.966666666667, + "FP": 12334.633333333333, + "IoU": 0.7877049507492349, + "TN": 2546137.533333333, + "TP": 113190.6, + "n_pred": 125525.23333333334, + "n_ref": 134259.56666666668 + }, + "8": { + "Dice": 0.8649785178570393, + "FN": 1215.6666666666667, + "FP": 1387.9333333333334, + "IoU": 0.8110217064046593, + "TN": 2669941.7333333334, + "TP": 20186.4, + "n_pred": 21574.333333333332, + "n_ref": 21402.066666666666 + }, + "9": { + "Dice": 0.9054855641080971, + "FN": 1503.9333333333334, + "FP": 2145.266666666667, + "IoU": 0.8322184230770562, + "TN": 2670185.4, + "TP": 18897.133333333335, + "n_pred": 21042.4, + "n_ref": 20401.066666666666 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.956332088203398, + "FN": 1671, + "FP": 1953, + "IoU": 0.9163183780913017, + "TN": 1533781, + "TP": 39683, + "n_pred": 41636, + "n_ref": 41354 + }, + "10": { + "Dice": 0.8194414508729254, + "FN": 5326, + "FP": 6402, + "IoU": 0.6941133512427949, + "TN": 1538747, + "TP": 26613, + "n_pred": 33015, + "n_ref": 31939 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.763900666262871, + "FN": 1182, + "FP": 767, + "IoU": 0.6179929439435515, + "TN": 1571986, + "TP": 3153, + "n_pred": 3920, + "n_ref": 4335 + }, + "13": { + "Dice": 0.6403776160145587, + "FN": 26216, + "FP": 5402, + "IoU": 0.47099667051481536, + "TN": 1517319, + "TP": 28151, + "n_pred": 33553, + "n_ref": 54367 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9703149736411465, + "FN": 2745, + "FP": 2824, + "IoU": 0.9423415401818069, + "TN": 1480502, + "TP": 91017, + "n_pred": 93841, + "n_ref": 93762 + }, + "3": { + "Dice": 0.9671670105837715, + "FN": 2328, + "FP": 1618, + "IoU": 0.9364214935954241, + "TN": 1515023, + "TP": 58119, + "n_pred": 59737, + "n_ref": 60447 + }, + "4": { + "Dice": 0.8091763820985333, + "FN": 1656, + "FP": 881, + "IoU": 0.6795098534613441, + "TN": 1569172, + "TP": 5379, + "n_pred": 6260, + "n_ref": 7035 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9636368294307527, + "FN": 3872, + "FP": 10322, + "IoU": 0.9298254287649493, + "TN": 1374821, + "TP": 188073, + "n_pred": 198395, + "n_ref": 191945 + }, + "7": { + "Dice": 0.7811159126544036, + "FN": 46489, + "FP": 10747, + "IoU": 0.6408451146125512, + "TN": 1417725, + "TP": 102127, + "n_pred": 112874, + "n_ref": 148616 + }, + "8": { + "Dice": 0.9234742188172506, + "FN": 639, + "FP": 250, + "IoU": 0.8578282424436271, + "TN": 1570835, + "TP": 5364, + "n_pred": 5614, + "n_ref": 6003 + }, + "9": { + "Dice": 0.9041902938360704, + "FN": 479, + "FP": 822, + "IoU": 0.8251344086021506, + "TN": 1569648, + "TP": 6139, + "n_pred": 6961, + "n_ref": 6618 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7306855277475517, + "FN": 814, + "FP": 176, + "IoU": 0.5756536648092585, + "TN": 1925219, + "TP": 1343, + "n_pred": 1519, + "n_ref": 2157 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9147109752053937, + "FN": 1473, + "FP": 842, + "IoU": 0.8428270758367846, + "TN": 1912823, + "TP": 12414, + "n_pred": 13256, + "n_ref": 13887 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9314641339794977, + "FN": 1897, + "FP": 8653, + "IoU": 0.8717200457187325, + "TN": 1845310, + "TP": 71692, + "n_pred": 80345, + "n_ref": 73589 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9560374253321955, + "FN": 4424, + "FP": 1346, + "IoU": 0.9157774890890248, + "TN": 1859043, + "TP": 62739, + "n_pred": 64085, + "n_ref": 67163 + }, + "7": { + "Dice": 0.9546549966516953, + "FN": 4467, + "FP": 6164, + "IoU": 0.9132439468250925, + "TN": 1805013, + "TP": 111908, + "n_pred": 118072, + "n_ref": 116375 + }, + "8": { + "Dice": 0.8159645232815964, + "FN": 77, + "FP": 6, + "IoU": 0.6891385767790262, + "TN": 1927285, + "TP": 184, + "n_pred": 190, + "n_ref": 261 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9632733073241981, + "FN": 696, + "FP": 1215, + "IoU": 0.9291487468485837, + "TN": 2776740, + "TP": 25061, + "n_pred": 26276, + "n_ref": 25757 + }, + "10": { + "Dice": 0.7755453743012063, + "FN": 3071, + "FP": 7609, + "IoU": 0.6333802478459373, + "TN": 2774581, + "TP": 18451, + "n_pred": 26060, + "n_ref": 21522 + }, + "11": { + "Dice": 0.8282097649186256, + "FN": 342, + "FP": 38, + "IoU": 0.7067901234567902, + "TN": 2802416, + "TP": 916, + "n_pred": 954, + "n_ref": 1258 + }, + "12": { + "Dice": 0.8363937594919232, + "FN": 465, + "FP": 720, + "IoU": 0.7187944945420028, + "TN": 2799498, + "TP": 3029, + "n_pred": 3749, + "n_ref": 3494 + }, + "13": { + "Dice": 0.6455657398608259, + "FN": 9022, + "FP": 14102, + "IoU": 0.4766312835253378, + "TN": 2759529, + "TP": 21059, + "n_pred": 35161, + "n_ref": 30081 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 125, + "IoU": 0.0, + "TN": 2803587, + "TP": 0, + "n_pred": 125, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9537856640827926, + "FN": 2081, + "FP": 2456, + "IoU": 0.9116541719404148, + "TN": 2752357, + "TP": 46818, + "n_pred": 49274, + "n_ref": 48899 + }, + "4": { + "Dice": 0.941312339999615, + "FN": 2466, + "FP": 583, + "IoU": 0.8891313043162067, + "TN": 2776211, + "TP": 24452, + "n_pred": 25035, + "n_ref": 26918 + }, + "5": { + "Dice": 0.5791205504038289, + "FN": 2515, + "FP": 4520, + "IoU": 0.40757894736842104, + "TN": 2791837, + "TP": 4840, + "n_pred": 9360, + "n_ref": 7355 + }, + "6": { + "Dice": 0.9672810280689889, + "FN": 8234, + "FP": 8794, + "IoU": 0.9366352844862873, + "TN": 2534982, + "TP": 251702, + "n_pred": 260496, + "n_ref": 259936 + }, + "7": { + "Dice": 0.8782967517747825, + "FN": 31895, + "FP": 3969, + "IoU": 0.7830027711557777, + "TN": 2638438, + "TP": 129410, + "n_pred": 133379, + "n_ref": 161305 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8576255845527229, + "FN": 3870, + "FP": 5568, + "IoU": 0.7507394886963871, + "TN": 2765848, + "TP": 28426, + "n_pred": 33994, + "n_ref": 32296 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8397860585917725, + "FN": 3153, + "FP": 4126, + "IoU": 0.723820003035362, + "TN": 1375500, + "TP": 19077, + "n_pred": 23203, + "n_ref": 22230 + }, + "11": { + "Dice": 0.7910792104588567, + "FN": 484, + "FP": 331, + "IoU": 0.6543681085665819, + "TN": 1399498, + "TP": 1543, + "n_pred": 1874, + "n_ref": 2027 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7059064807219032, + "FN": 318, + "FP": 2550, + "IoU": 0.5454833597464342, + "TN": 1395546, + "TP": 3442, + "n_pred": 5992, + "n_ref": 3760 + }, + "14": { + "Dice": 0.8810425205719471, + "FN": 6606, + "FP": 998, + "IoU": 0.78737801638565, + "TN": 1366093, + "TP": 28159, + "n_pred": 29157, + "n_ref": 34765 + }, + "15": { + "Dice": 0.807642331199769, + "FN": 3374, + "FP": 623, + "IoU": 0.677349047465289, + "TN": 1389468, + "TP": 8391, + "n_pred": 9014, + "n_ref": 11765 + }, + "2": { + "Dice": 0.9753246262309335, + "FN": 1934, + "FP": 3288, + "IoU": 0.9518376758127738, + "TN": 1293431, + "TP": 103203, + "n_pred": 106491, + "n_ref": 105137 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 68, + "FP": 0, + "IoU": 0.0, + "TN": 1401788, + "TP": 0, + "n_pred": 0, + "n_ref": 68 + }, + "5": { + "Dice": 0.835214446952596, + "FN": 15, + "FP": 496, + "IoU": 0.7170542635658915, + "TN": 1400050, + "TP": 1295, + "n_pred": 1791, + "n_ref": 1310 + }, + "6": { + "Dice": 0.9371105469651512, + "FN": 11648, + "FP": 2522, + "IoU": 0.8816632287482358, + "TN": 1282113, + "TP": 105573, + "n_pred": 108095, + "n_ref": 117221 + }, + "7": { + "Dice": 0.916521315103434, + "FN": 1947, + "FP": 2504, + "IoU": 0.8459061796780336, + "TN": 1372971, + "TP": 24434, + "n_pred": 26938, + "n_ref": 26381 + }, + "8": { + "Dice": 0.8976740363277719, + "FN": 3335, + "FP": 400, + "IoU": 0.8143453623620638, + "TN": 1381738, + "TP": 16383, + "n_pred": 16783, + "n_ref": 19718 + }, + "9": { + "Dice": 0.7042402716764806, + "FN": 2409, + "FP": 7084, + "IoU": 0.5434960327001683, + "TN": 1381061, + "TP": 11302, + "n_pred": 18386, + "n_ref": 13711 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.959562519924471, + "FN": 844, + "FP": 2454, + "IoU": 0.922268313377958, + "TN": 1709892, + "TP": 39130, + "n_pred": 41584, + "n_ref": 39974 + }, + "10": { + "Dice": 0.9070718164622613, + "FN": 1257, + "FP": 266, + "IoU": 0.8299464046449307, + "TN": 1743364, + "TP": 7433, + "n_pred": 7699, + "n_ref": 8690 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9621883771106344, + "FN": 992, + "FP": 4949, + "IoU": 0.9271320111368682, + "TN": 1670789, + "TP": 75590, + "n_pred": 80539, + "n_ref": 76582 + }, + "15": { + "Dice": 0.8803850937696868, + "FN": 4660, + "FP": 2745, + "IoU": 0.7863284856879039, + "TN": 1717664, + "TP": 27251, + "n_pred": 29996, + "n_ref": 31911 + }, + "2": { + "Dice": 0.9629629629629629, + "FN": 35, + "FP": 73, + "IoU": 0.9285714285714286, + "TN": 1750808, + "TP": 1404, + "n_pred": 1477, + "n_ref": 1439 + }, + "3": { + "Dice": 0.8461538461538461, + "FN": 21, + "FP": 11, + "IoU": 0.7333333333333333, + "TN": 1752200, + "TP": 88, + "n_pred": 99, + "n_ref": 109 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9917841144138141, + "FN": 1385, + "FP": 748, + "IoU": 0.9837021302607047, + "TN": 1621444, + "TP": 128743, + "n_pred": 129491, + "n_ref": 130128 + }, + "7": { + "Dice": 0.9644444444444444, + "FN": 521, + "FP": 247, + "IoU": 0.9313304721030042, + "TN": 1741136, + "TP": 10416, + "n_pred": 10663, + "n_ref": 10937 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1773, + "IoU": 0.0, + "TN": 1750547, + "TP": 0, + "n_pred": 1773, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9724003664681631, + "FN": 226, + "FP": 256, + "IoU": 0.9462832943274267, + "TN": 1568115, + "TP": 8491, + "n_pred": 8747, + "n_ref": 8717 + }, + "10": { + "Dice": 0.8679884133603585, + "FN": 5442, + "FP": 11557, + "IoU": 0.7667663684759344, + "TN": 1504204, + "TP": 55885, + "n_pred": 67442, + "n_ref": 61327 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7897231992659428, + "FN": 1255, + "FP": 120, + "IoU": 0.6525145312105131, + "TN": 1573131, + "TP": 2582, + "n_pred": 2702, + "n_ref": 3837 + }, + "13": { + "Dice": 0.7813205336990372, + "FN": 3400, + "FP": 11908, + "IoU": 0.6411206189192358, + "TN": 1534433, + "TP": 27347, + "n_pred": 39255, + "n_ref": 30747 + }, + "14": { + "Dice": 0.6615083153293473, + "FN": 9355, + "FP": 4119, + "IoU": 0.49421921921921924, + "TN": 1550448, + "TP": 13166, + "n_pred": 17285, + "n_ref": 22521 + }, + "15": { + "Dice": 0.24341333750293176, + "FN": 1861, + "FP": 36849, + "IoU": 0.13857177826735206, + "TN": 1532151, + "TP": 6227, + "n_pred": 43076, + "n_ref": 8088 + }, + "2": { + "Dice": 0.9563791465796878, + "FN": 1843, + "FP": 3025, + "IoU": 0.9164047876633524, + "TN": 1518855, + "TP": 53365, + "n_pred": 56390, + "n_ref": 55208 + }, + "3": { + "Dice": 0.9403843639691463, + "FN": 1532, + "FP": 7588, + "IoU": 0.8874768661320173, + "TN": 1496038, + "TP": 71930, + "n_pred": 79518, + "n_ref": 73462 + }, + "4": { + "Dice": 0.0, + "FN": 24, + "FP": 0, + "IoU": 0.0, + "TN": 1577064, + "TP": 0, + "n_pred": 0, + "n_ref": 24 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9387076598966392, + "FN": 4534, + "FP": 2914, + "IoU": 0.8844948978009367, + "TN": 1512606, + "TP": 57034, + "n_pred": 59948, + "n_ref": 61568 + }, + "7": { + "Dice": 0.9625550272713772, + "FN": 12295, + "FP": 2582, + "IoU": 0.927813091367849, + "TN": 1370998, + "TP": 191213, + "n_pred": 193795, + "n_ref": 203508 + }, + "8": { + "Dice": 0.8790477857517942, + "FN": 976, + "FP": 1097, + "IoU": 0.7841973766396002, + "TN": 1567482, + "TP": 7533, + "n_pred": 8630, + "n_ref": 8509 + }, + "9": { + "Dice": 0.8419267521116656, + "FN": 904, + "FP": 3943, + "IoU": 0.7270064770487187, + "TN": 1559333, + "TP": 12908, + "n_pred": 16851, + "n_ref": 13812 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.930664258478828, + "FN": 1850, + "FP": 5060, + "IoU": 0.8703199774795909, + "TN": 4502747, + "TP": 46375, + "n_pred": 51435, + "n_ref": 48225 + }, + "10": { + "Dice": 0.6306130734876167, + "FN": 28665, + "FP": 7727, + "IoU": 0.4605075901328273, + "TN": 4488576, + "TP": 31064, + "n_pred": 38791, + "n_ref": 59729 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4556032, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.1925925925925926, + "FN": 629, + "FP": 25, + "IoU": 0.10655737704918032, + "TN": 4555300, + "TP": 78, + "n_pred": 103, + "n_ref": 707 + }, + "13": { + "Dice": 0.3931093623890234, + "FN": 3921, + "FP": 20141, + "IoU": 0.24463977397582798, + "TN": 4524177, + "TP": 7793, + "n_pred": 27934, + "n_ref": 11714 + }, + "14": { + "Dice": 0.8413511017284602, + "FN": 8865, + "FP": 3159, + "IoU": 0.7261484501332361, + "TN": 4512125, + "TP": 31883, + "n_pred": 35042, + "n_ref": 40748 + }, + "15": { + "Dice": 0.8279094137509461, + "FN": 2712, + "FP": 3200, + "IoU": 0.7063527541846719, + "TN": 4535899, + "TP": 14221, + "n_pred": 17421, + "n_ref": 16933 + }, + "2": { + "Dice": 0.9301962916332838, + "FN": 10415, + "FP": 9101, + "IoU": 0.869501838849883, + "TN": 4406482, + "TP": 130034, + "n_pred": 139135, + "n_ref": 140449 + }, + "3": { + "Dice": 0.9310348289675806, + "FN": 10358, + "FP": 3380, + "IoU": 0.8709683478914249, + "TN": 4449562, + "TP": 92732, + "n_pred": 96112, + "n_ref": 103090 + }, + "4": { + "Dice": 0.866439217094631, + "FN": 2376, + "FP": 1343, + "IoU": 0.7643517931821062, + "TN": 4540250, + "TP": 12063, + "n_pred": 13406, + "n_ref": 14439 + }, + "5": { + "Dice": 0.7949039264828739, + "FN": 1969, + "FP": 977, + "IoU": 0.6596187175043328, + "TN": 4547377, + "TP": 5709, + "n_pred": 6686, + "n_ref": 7678 + }, + "6": { + "Dice": 0.9584685251273806, + "FN": 16021, + "FP": 28818, + "IoU": 0.9202492178593089, + "TN": 3993793, + "TP": 517400, + "n_pred": 546218, + "n_ref": 533421 + }, + "7": { + "Dice": 0.7955457120320233, + "FN": 56302, + "FP": 16533, + "IoU": 0.6605030344274674, + "TN": 4341494, + "TP": 141703, + "n_pred": 158236, + "n_ref": 198005 + }, + "8": { + "Dice": 0.9220504078899306, + "FN": 825, + "FP": 2376, + "IoU": 0.8553743279266254, + "TN": 4533899, + "TP": 18932, + "n_pred": 21308, + "n_ref": 19757 + }, + "9": { + "Dice": 0.8813581175459332, + "FN": 3533, + "FP": 7509, + "IoU": 0.7878822806208698, + "TN": 4503976, + "TP": 41014, + "n_pred": 48523, + "n_ref": 44547 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8504795865830171, + "FN": 1849, + "FP": 5992, + "IoU": 0.7398560100859295, + "TN": 2948803, + "TP": 22300, + "n_pred": 28292, + "n_ref": 24149 + }, + "11": { + "Dice": 0.6323435163426618, + "FN": 483, + "FP": 1238, + "IoU": 0.46235551390190566, + "TN": 2975743, + "TP": 1480, + "n_pred": 2718, + "n_ref": 1963 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 2978943, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "13": { + "Dice": 0.7640026671746999, + "FN": 2564, + "FP": 7346, + "IoU": 0.6181264691148703, + "TN": 2952993, + "TP": 16041, + "n_pred": 23387, + "n_ref": 18605 + }, + "14": { + "Dice": 0.8120136003022289, + "FN": 3266, + "FP": 1710, + "IoU": 0.6835209565604529, + "TN": 2963221, + "TP": 10747, + "n_pred": 12457, + "n_ref": 14013 + }, + "15": { + "Dice": 0.8920707166487557, + "FN": 7731, + "FP": 2513, + "IoU": 0.8051693641948307, + "TN": 2926365, + "TP": 42335, + "n_pred": 44848, + "n_ref": 50066 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9281816954903889, + "FN": 2336, + "FP": 5114, + "IoU": 0.8659879119297741, + "TN": 2923352, + "TP": 48142, + "n_pred": 53256, + "n_ref": 50478 + }, + "4": { + "Dice": 0.7902973395931142, + "FN": 2, + "FP": 266, + "IoU": 0.6532988357050453, + "TN": 2978171, + "TP": 505, + "n_pred": 771, + "n_ref": 507 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9833497476995472, + "FN": 19560, + "FP": 9992, + "IoU": 0.9672448764700015, + "TN": 2076734, + "TP": 872658, + "n_pred": 882650, + "n_ref": 892218 + }, + "7": { + "Dice": 0.8413321112129545, + "FN": 7807, + "FP": 5176, + "IoU": 0.726120158636402, + "TN": 2931540, + "TP": 34421, + "n_pred": 39597, + "n_ref": 42228 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 2978919, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "9": { + "Dice": 0.9029552557661115, + "FN": 928, + "FP": 1525, + "IoU": 0.8230796970789759, + "TN": 2965079, + "TP": 11412, + "n_pred": 12937, + "n_ref": 12340 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9436923179440477, + "FN": 4223, + "FP": 5917, + "IoU": 0.8933877259202405, + "TN": 2182905, + "TP": 84971, + "n_pred": 90888, + "n_ref": 89194 + }, + "10": { + "Dice": 0.803578490869666, + "FN": 4868, + "FP": 9535, + "IoU": 0.6716516584976633, + "TN": 2234151, + "TP": 29462, + "n_pred": 38997, + "n_ref": 34330 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 85, + "FP": 100, + "IoU": 0.0, + "TN": 2277831, + "TP": 0, + "n_pred": 100, + "n_ref": 85 + }, + "13": { + "Dice": 0.8618841439994414, + "FN": 9824, + "FP": 5998, + "IoU": 0.7572903403948519, + "TN": 2212827, + "TP": 49367, + "n_pred": 55365, + "n_ref": 59191 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.905276541640178, + "FN": 162, + "FP": 583, + "IoU": 0.826945412311266, + "TN": 2273711, + "TP": 3560, + "n_pred": 4143, + "n_ref": 3722 + }, + "3": { + "Dice": 0.945955568214184, + "FN": 1018, + "FP": 2018, + "IoU": 0.8974532189421063, + "TN": 2248410, + "TP": 26570, + "n_pred": 28588, + "n_ref": 27588 + }, + "4": { + "Dice": 0.9167136353782788, + "FN": 1146, + "FP": 775, + "IoU": 0.8462338909789482, + "TN": 2265523, + "TP": 10572, + "n_pred": 11347, + "n_ref": 11718 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7163969500962388, + "FN": 2410, + "FP": 66252, + "IoU": 0.5581140915409566, + "TN": 2122632, + "TP": 86722, + "n_pred": 152974, + "n_ref": 89132 + }, + "7": { + "Dice": 0.8752046622929046, + "FN": 123974, + "FP": 6820, + "IoU": 0.7781012535818442, + "TN": 1688585, + "TP": 458637, + "n_pred": 465457, + "n_ref": 582611 + }, + "8": { + "Dice": 0.9487437185929648, + "FN": 42, + "FP": 9, + "IoU": 0.9024856596558317, + "TN": 2277493, + "TP": 472, + "n_pred": 481, + "n_ref": 514 + }, + "9": { + "Dice": 0.9014589728555168, + "FN": 1030, + "FP": 1827, + "IoU": 0.820596546310832, + "TN": 2262091, + "TP": 13068, + "n_pred": 14895, + "n_ref": 14098 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7742192455780607, + "FN": 10804, + "FP": 4501, + "IoU": 0.6316131516872864, + "TN": 3287862, + "TP": 26241, + "n_pred": 30742, + "n_ref": 37045 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.32622333751568383, + "FN": 98, + "FP": 439, + "IoU": 0.19490254872563717, + "TN": 3328741, + "TP": 130, + "n_pred": 569, + "n_ref": 228 + }, + "13": { + "Dice": 0.8326935518654303, + "FN": 5953, + "FP": 9563, + "IoU": 0.7133461424770914, + "TN": 3275280, + "TP": 38612, + "n_pred": 48175, + "n_ref": 44565 + }, + "14": { + "Dice": 0.7804641823657946, + "FN": 3798, + "FP": 14789, + "IoU": 0.6399682330608608, + "TN": 3277782, + "TP": 33039, + "n_pred": 47828, + "n_ref": 36837 + }, + "15": { + "Dice": 0.4380686019223969, + "FN": 497, + "FP": 34463, + "IoU": 0.28046596826311565, + "TN": 3280821, + "TP": 13627, + "n_pred": 48090, + "n_ref": 14124 + }, + "2": { + "Dice": 0.888569374550683, + "FN": 146, + "FP": 319, + "IoU": 0.7994825355756792, + "TN": 3327089, + "TP": 1854, + "n_pred": 2173, + "n_ref": 2000 + }, + "3": { + "Dice": 0.964571038199518, + "FN": 1431, + "FP": 2303, + "IoU": 0.931566600689099, + "TN": 3274844, + "TP": 50830, + "n_pred": 53133, + "n_ref": 52261 + }, + "4": { + "Dice": 0.9351381147792001, + "FN": 4350, + "FP": 2004, + "IoU": 0.878177844242494, + "TN": 3277250, + "TP": 45804, + "n_pred": 47808, + "n_ref": 50154 + }, + "5": { + "Dice": 0.727112676056338, + "FN": 606, + "FP": 14, + "IoU": 0.5712309820193637, + "TN": 3327962, + "TP": 826, + "n_pred": 840, + "n_ref": 1432 + }, + "6": { + "Dice": 0.931577228692718, + "FN": 4864, + "FP": 7708, + "IoU": 0.8719181710746159, + "TN": 3231252, + "TP": 85584, + "n_pred": 93292, + "n_ref": 90448 + }, + "7": { + "Dice": 0.8543191746026989, + "FN": 17618, + "FP": 1825, + "IoU": 0.7456868926006828, + "TN": 3252955, + "TP": 57010, + "n_pred": 58835, + "n_ref": 74628 + }, + "8": { + "Dice": 0.9213718308519241, + "FN": 1010, + "FP": 643, + "IoU": 0.8542070911977421, + "TN": 3318070, + "TP": 9685, + "n_pred": 10328, + "n_ref": 10695 + }, + "9": { + "Dice": 0.9111212237896874, + "FN": 1126, + "FP": 1413, + "IoU": 0.8367517520735549, + "TN": 3313855, + "TP": 13014, + "n_pred": 14427, + "n_ref": 14140 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9484533392477397, + "FN": 642, + "FP": 3309, + "IoU": 0.9019602977667494, + "TN": 1536788, + "TP": 36349, + "n_pred": 39658, + "n_ref": 36991 + }, + "10": { + "Dice": 0.7941645771597903, + "FN": 1753, + "FP": 53, + "IoU": 0.6586011342155009, + "TN": 1571798, + "TP": 3484, + "n_pred": 3537, + "n_ref": 5237 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8679859504840229, + "FN": 1378, + "FP": 1704, + "IoU": 0.7667625245951264, + "TN": 1563874, + "TP": 10132, + "n_pred": 11836, + "n_ref": 11510 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8905025797821517, + "FN": 400, + "FP": 173, + "IoU": 0.8026179813985532, + "TN": 1574185, + "TP": 2330, + "n_pred": 2503, + "n_ref": 2730 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8110609609781181, + "FN": 590, + "FP": 2717, + "IoU": 0.6821720326765978, + "TN": 1566683, + "TP": 7098, + "n_pred": 9815, + "n_ref": 7688 + }, + "6": { + "Dice": 0.9583613475320136, + "FN": 2744, + "FP": 10695, + "IoU": 0.9200516371597183, + "TN": 1408992, + "TP": 154657, + "n_pred": 165352, + "n_ref": 157401 + }, + "7": { + "Dice": 0.8765046697755682, + "FN": 5371, + "FP": 4242, + "IoU": 0.7801587120085988, + "TN": 1533361, + "TP": 34114, + "n_pred": 38356, + "n_ref": 39485 + }, + "8": { + "Dice": 0.9392310872261265, + "FN": 1906, + "FP": 1181, + "IoU": 0.8854247856586126, + "TN": 1550145, + "TP": 23856, + "n_pred": 25037, + "n_ref": 25762 + }, + "9": { + "Dice": 0.9159916995782851, + "FN": 1049, + "FP": 2716, + "IoU": 0.845004322588613, + "TN": 1552797, + "TP": 20526, + "n_pred": 23242, + "n_ref": 21575 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9814220844745567, + "FN": 1801, + "FP": 261, + "IoU": 0.963521856811789, + "TN": 3097649, + "TP": 54465, + "n_pred": 54726, + "n_ref": 56266 + }, + "10": { + "Dice": 0.8785315571384542, + "FN": 497, + "FP": 3050, + "IoU": 0.7833760840356663, + "TN": 3137802, + "TP": 12827, + "n_pred": 15877, + "n_ref": 13324 + }, + "11": { + "Dice": 0.8549307253463733, + "FN": 351, + "FP": 717, + "IoU": 0.7466192170818505, + "TN": 3149961, + "TP": 3147, + "n_pred": 3864, + "n_ref": 3498 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9397687550416779, + "FN": 206, + "FP": 242, + "IoU": 0.8863809282272381, + "TN": 3150233, + "TP": 3495, + "n_pred": 3737, + "n_ref": 3701 + }, + "14": { + "Dice": 0.991211009626037, + "FN": 2877, + "FP": 1407, + "IoU": 0.9825751659508005, + "TN": 2908320, + "TP": 241572, + "n_pred": 242979, + "n_ref": 244449 + }, + "15": { + "Dice": 0.9115932016028742, + "FN": 1843, + "FP": 1356, + "IoU": 0.8375482429412959, + "TN": 3134484, + "TP": 16493, + "n_pred": 17849, + "n_ref": 18336 + }, + "2": { + "Dice": 0.9381663113006397, + "FN": 9, + "FP": 20, + "IoU": 0.8835341365461847, + "TN": 3153927, + "TP": 220, + "n_pred": 240, + "n_ref": 229 + }, + "3": { + "Dice": 0.9716112779769402, + "FN": 1007, + "FP": 1044, + "IoU": 0.9447899001319012, + "TN": 3117027, + "TP": 35098, + "n_pred": 36142, + "n_ref": 36105 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.49809047388521327, + "FN": 1301, + "FP": 8030, + "IoU": 0.33163813480409715, + "TN": 3140215, + "TP": 4630, + "n_pred": 12660, + "n_ref": 5931 + }, + "6": { + "Dice": 0.979552133272844, + "FN": 9260, + "FP": 5749, + "IoU": 0.9599237405576873, + "TN": 2779665, + "TP": 359502, + "n_pred": 365251, + "n_ref": 368762 + }, + "7": { + "Dice": 0.8656103466241687, + "FN": 6236, + "FP": 2534, + "IoU": 0.7630626249527206, + "TN": 3117162, + "TP": 28244, + "n_pred": 30778, + "n_ref": 34480 + }, + "8": { + "Dice": 0.9582787370951185, + "FN": 1461, + "FP": 3538, + "IoU": 0.9198993734877983, + "TN": 3091767, + "TP": 57410, + "n_pred": 60948, + "n_ref": 58871 + }, + "9": { + "Dice": 0.9449900490393746, + "FN": 1963, + "FP": 2266, + "IoU": 0.8957167163958277, + "TN": 3113623, + "TP": 36324, + "n_pred": 38590, + "n_ref": 38287 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9505393061898747, + "FN": 68, + "FP": 441, + "IoU": 0.9057407407407407, + "TN": 3148776, + "TP": 4891, + "n_pred": 5332, + "n_ref": 4959 + }, + "10": { + "Dice": 0.8607696746105292, + "FN": 13634, + "FP": 2292, + "IoU": 0.75557124439806, + "TN": 3089020, + "TP": 49230, + "n_pred": 51522, + "n_ref": 62864 + }, + "11": { + "Dice": 0.785242718446602, + "FN": 254, + "FP": 299, + "IoU": 0.6464194373401535, + "TN": 3152612, + "TP": 1011, + "n_pred": 1310, + "n_ref": 1265 + }, + "12": { + "Dice": 0.7167346938775511, + "FN": 296, + "FP": 1092, + "IoU": 0.5585241730279898, + "TN": 3151032, + "TP": 1756, + "n_pred": 2848, + "n_ref": 2052 + }, + "13": { + "Dice": 0.7946997745177184, + "FN": 5397, + "FP": 9353, + "IoU": 0.6593376137465934, + "TN": 3110878, + "TP": 28548, + "n_pred": 37901, + "n_ref": 33945 + }, + "14": { + "Dice": 0.9607170559338102, + "FN": 1505, + "FP": 3053, + "IoU": 0.9244037549341559, + "TN": 3093882, + "TP": 55736, + "n_pred": 58789, + "n_ref": 57241 + }, + "15": { + "Dice": 0.9330157049585318, + "FN": 2822, + "FP": 974, + "IoU": 0.8744418350808719, + "TN": 3123943, + "TP": 26437, + "n_pred": 27411, + "n_ref": 29259 + }, + "2": { + "Dice": 0.7036666728614173, + "FN": 61448, + "FP": 18279, + "IoU": 0.5428130698565252, + "TN": 2979790, + "TP": 94659, + "n_pred": 112938, + "n_ref": 156107 + }, + "3": { + "Dice": 0.882077849955792, + "FN": 29892, + "FP": 2384, + "IoU": 0.7890333418305652, + "TN": 3001185, + "TP": 120715, + "n_pred": 123099, + "n_ref": 150607 + }, + "4": { + "Dice": 0.034690659493553475, + "FN": 8, + "FP": 20806, + "IoU": 0.017651500849537476, + "TN": 3132988, + "TP": 374, + "n_pred": 21180, + "n_ref": 382 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9801451458304806, + "FN": 7700, + "FP": 2740, + "IoU": 0.9610633727175081, + "TN": 2886048, + "TP": 257688, + "n_pred": 260428, + "n_ref": 265388 + }, + "7": { + "Dice": 0.9382660558388798, + "FN": 7173, + "FP": 3540, + "IoU": 0.883711085059268, + "TN": 3062052, + "TP": 81411, + "n_pred": 84951, + "n_ref": 88584 + }, + "8": { + "Dice": 0.9652657735522904, + "FN": 934, + "FP": 352, + "IoU": 0.9328634821195511, + "TN": 3135021, + "TP": 17869, + "n_pred": 18221, + "n_ref": 18803 + }, + "9": { + "Dice": 0.9514954408507752, + "FN": 267, + "FP": 2164, + "IoU": 0.9074785918173168, + "TN": 3127901, + "TP": 23844, + "n_pred": 26008, + "n_ref": 24111 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9440076932323597, + "FN": 3067, + "FP": 17894, + "IoU": 0.8939531918768783, + "TN": 2080358, + "TP": 176697, + "n_pred": 194591, + "n_ref": 179764 + }, + "10": { + "Dice": 0.7130503997973877, + "FN": 4172, + "FP": 11690, + "IoU": 0.554062412145066, + "TN": 2242446, + "TP": 19708, + "n_pred": 31398, + "n_ref": 23880 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.20580474934036938, + "FN": 31, + "FP": 270, + "IoU": 0.11470588235294117, + "TN": 2277676, + "TP": 39, + "n_pred": 309, + "n_ref": 70 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 552, + "IoU": 0.0, + "TN": 2277464, + "TP": 0, + "n_pred": 552, + "n_ref": 0 + }, + "14": { + "Dice": 0.93398392652124, + "FN": 1219, + "FP": 1081, + "IoU": 0.8761443187937533, + "TN": 2259446, + "TP": 16270, + "n_pred": 17351, + "n_ref": 17489 + }, + "15": { + "Dice": 0.5550606418375014, + "FN": 20783, + "FP": 28963, + "IoU": 0.38414113277623024, + "TN": 2197241, + "TP": 31029, + "n_pred": 59992, + "n_ref": 51812 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8841022627093741, + "FN": 377, + "FP": 3567, + "IoU": 0.7922789276873651, + "TN": 2259029, + "TP": 15043, + "n_pred": 18610, + "n_ref": 15420 + }, + "5": { + "Dice": 0.8180007031524669, + "FN": 927, + "FP": 626, + "IoU": 0.6920483838984731, + "TN": 2272973, + "TP": 3490, + "n_pred": 4116, + "n_ref": 4417 + }, + "6": { + "Dice": 0.9669671122661985, + "FN": 7880, + "FP": 1678, + "IoU": 0.9360467839387634, + "TN": 2128563, + "TP": 139895, + "n_pred": 141573, + "n_ref": 147775 + }, + "7": { + "Dice": 0.8362191134825042, + "FN": 64378, + "FP": 2999, + "IoU": 0.7185365588747645, + "TN": 2038635, + "TP": 172004, + "n_pred": 175003, + "n_ref": 236382 + }, + "8": { + "Dice": 0.9609029687944608, + "FN": 1251, + "FP": 810, + "IoU": 0.9247480648459179, + "TN": 2250628, + "TP": 25327, + "n_pred": 26137, + "n_ref": 26578 + }, + "9": { + "Dice": 0.922954436887241, + "FN": 459, + "FP": 2928, + "IoU": 0.856931654980147, + "TN": 2254342, + "TP": 20287, + "n_pred": 23215, + "n_ref": 20746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9823003618329968, + "FN": 2475, + "FP": 3214, + "IoU": 0.9652163811340597, + "TN": 4392478, + "TP": 157865, + "n_pred": 161079, + "n_ref": 160340 + }, + "10": { + "Dice": 0.9127669390983391, + "FN": 2640, + "FP": 2654, + "IoU": 0.839531993574005, + "TN": 4523041, + "TP": 27697, + "n_pred": 30351, + "n_ref": 30337 + }, + "11": { + "Dice": 0.6101190476190477, + "FN": 120, + "FP": 142, + "IoU": 0.43897216274089934, + "TN": 4555565, + "TP": 205, + "n_pred": 347, + "n_ref": 325 + }, + "12": { + "Dice": 0.7447081462475946, + "FN": 149, + "FP": 647, + "IoU": 0.5932549821154829, + "TN": 4554075, + "TP": 1161, + "n_pred": 1808, + "n_ref": 1310 + }, + "13": { + "Dice": 0.8721782933442086, + "FN": 6193, + "FP": 10732, + "IoU": 0.7733299405367762, + "TN": 4481364, + "TP": 57743, + "n_pred": 68475, + "n_ref": 63936 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 186, + "IoU": 0.0, + "TN": 4555846, + "TP": 0, + "n_pred": 186, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4556032, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9816957118977873, + "FN": 1164, + "FP": 1048, + "IoU": 0.9640494726064133, + "TN": 4494503, + "TP": 59317, + "n_pred": 60365, + "n_ref": 60481 + }, + "3": { + "Dice": 0.9801858001974688, + "FN": 934, + "FP": 2598, + "IoU": 0.9611415494972165, + "TN": 4465138, + "TP": 87362, + "n_pred": 89960, + "n_ref": 88296 + }, + "4": { + "Dice": 0.8587794133708724, + "FN": 10446, + "FP": 1191, + "IoU": 0.7525095703955763, + "TN": 4509012, + "TP": 35383, + "n_pred": 36574, + "n_ref": 45829 + }, + "5": { + "Dice": 0.5093167701863354, + "FN": 78, + "FP": 1, + "IoU": 0.3416666666666667, + "TN": 4555912, + "TP": 41, + "n_pred": 42, + "n_ref": 119 + }, + "6": { + "Dice": 0.9814814814814815, + "FN": 13552, + "FP": 3008, + "IoU": 0.9636363636363636, + "TN": 4100632, + "TP": 438840, + "n_pred": 441848, + "n_ref": 452392 + }, + "7": { + "Dice": 0.9114537569796775, + "FN": 5068, + "FP": 19924, + "IoU": 0.8373128498893373, + "TN": 4402412, + "TP": 128628, + "n_pred": 148552, + "n_ref": 133696 + }, + "8": { + "Dice": 0.939432443879712, + "FN": 886, + "FP": 830, + "IoU": 0.8857827476038339, + "TN": 4541008, + "TP": 13308, + "n_pred": 14138, + "n_ref": 14194 + }, + "9": { + "Dice": 0.9589320918743023, + "FN": 350, + "FP": 1379, + "IoU": 0.9211042664841432, + "TN": 4534117, + "TP": 20186, + "n_pred": 21565, + "n_ref": 20536 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9758607416950111, + "FN": 1349, + "FP": 1724, + "IoU": 0.9528594219795055, + "TN": 2563292, + "TP": 62115, + "n_pred": 63839, + "n_ref": 63464 + }, + "10": { + "Dice": 0.854883178040289, + "FN": 4771, + "FP": 9651, + "IoU": 0.7465466943165442, + "TN": 2571578, + "TP": 42480, + "n_pred": 52131, + "n_ref": 47251 + }, + "11": { + "Dice": 0.834555307618744, + "FN": 76, + "FP": 443, + "IoU": 0.7160831509846827, + "TN": 2626652, + "TP": 1309, + "n_pred": 1752, + "n_ref": 1385 + }, + "12": { + "Dice": 0.6688264938804895, + "FN": 1304, + "FP": 536, + "IoU": 0.5024337479718767, + "TN": 2624782, + "TP": 1858, + "n_pred": 2394, + "n_ref": 3162 + }, + "13": { + "Dice": 0.8357644247523274, + "FN": 2136, + "FP": 4462, + "IoU": 0.717865389549303, + "TN": 2605094, + "TP": 16788, + "n_pred": 21250, + "n_ref": 18924 + }, + "14": { + "Dice": 0.9667416854213553, + "FN": 1094, + "FP": 768, + "IoU": 0.9356243949661182, + "TN": 2599556, + "TP": 27062, + "n_pred": 27830, + "n_ref": 28156 + }, + "15": { + "Dice": 0.9028132290380129, + "FN": 1238, + "FP": 5844, + "IoU": 0.8228437062237343, + "TN": 2588504, + "TP": 32894, + "n_pred": 38738, + "n_ref": 34132 + }, + "2": { + "Dice": 0.9629002202270032, + "FN": 74, + "FP": 145, + "IoU": 0.9284547533485789, + "TN": 2625419, + "TP": 2842, + "n_pred": 2987, + "n_ref": 2916 + }, + "3": { + "Dice": 0.9669555045942161, + "FN": 753, + "FP": 1394, + "IoU": 0.9360250297973778, + "TN": 2594920, + "TP": 31413, + "n_pred": 32807, + "n_ref": 32166 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7334276952111347, + "FN": 536, + "FP": 1724, + "IoU": 0.5790650027938163, + "TN": 2623111, + "TP": 3109, + "n_pred": 4833, + "n_ref": 3645 + }, + "6": { + "Dice": 0.9653072978087376, + "FN": 5199, + "FP": 3656, + "IoU": 0.9329410517387616, + "TN": 2496432, + "TP": 123193, + "n_pred": 126849, + "n_ref": 128392 + }, + "7": { + "Dice": 0.9559134710529922, + "FN": 4308, + "FP": 1484, + "IoU": 0.9155500473864547, + "TN": 2559895, + "TP": 62793, + "n_pred": 64277, + "n_ref": 67101 + }, + "8": { + "Dice": 0.9637741575875669, + "FN": 2407, + "FP": 1460, + "IoU": 0.930081183213698, + "TN": 2573173, + "TP": 51440, + "n_pred": 52900, + "n_ref": 53847 + }, + "9": { + "Dice": 0.8727914637413905, + "FN": 5205, + "FP": 2866, + "IoU": 0.7742945831818563, + "TN": 2592721, + "TP": 27688, + "n_pred": 30554, + "n_ref": 32893 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9187862561356537, + "FN": 172, + "FP": 192, + "IoU": 0.8497730086669418, + "TN": 2801289, + "TP": 2059, + "n_pred": 2251, + "n_ref": 2231 + }, + "10": { + "Dice": 0.8995282162946834, + "FN": 4025, + "FP": 7049, + "IoU": 0.8174023447161443, + "TN": 2743065, + "TP": 49573, + "n_pred": 56622, + "n_ref": 53598 + }, + "11": { + "Dice": 0.544, + "FN": 0, + "FP": 171, + "IoU": 0.37362637362637363, + "TN": 2803439, + "TP": 102, + "n_pred": 273, + "n_ref": 102 + }, + "12": { + "Dice": 0.7119831814996496, + "FN": 748, + "FP": 485, + "IoU": 0.5527747551686616, + "TN": 2800955, + "TP": 1524, + "n_pred": 2009, + "n_ref": 2272 + }, + "13": { + "Dice": 0.8861267154945602, + "FN": 5114, + "FP": 2893, + "IoU": 0.7955363754756007, + "TN": 2764551, + "TP": 31154, + "n_pred": 34047, + "n_ref": 36268 + }, + "14": { + "Dice": 0.9480827171862567, + "FN": 3432, + "FP": 2375, + "IoU": 0.9012901800132588, + "TN": 2744883, + "TP": 53022, + "n_pred": 55397, + "n_ref": 56454 + }, + "15": { + "Dice": 0.9074435386876921, + "FN": 1524, + "FP": 1939, + "IoU": 0.8305690102255492, + "TN": 2783273, + "TP": 16976, + "n_pred": 18915, + "n_ref": 18500 + }, + "2": { + "Dice": 0.9805813728488768, + "FN": 1770, + "FP": 1341, + "IoU": 0.9619025459532936, + "TN": 2722053, + "TP": 78548, + "n_pred": 79889, + "n_ref": 80318 + }, + "3": { + "Dice": 0.9597069597069597, + "FN": 13, + "FP": 20, + "IoU": 0.9225352112676056, + "TN": 2803286, + "TP": 393, + "n_pred": 413, + "n_ref": 406 + }, + "4": { + "Dice": 0.9331325301204819, + "FN": 227, + "FP": 217, + "IoU": 0.8746470920383964, + "TN": 2800170, + "TP": 3098, + "n_pred": 3315, + "n_ref": 3325 + }, + "5": { + "Dice": 0.6618313689936537, + "FN": 128, + "FP": 245, + "IoU": 0.494579945799458, + "TN": 2802974, + "TP": 365, + "n_pred": 610, + "n_ref": 493 + }, + "6": { + "Dice": 0.9888901192189865, + "FN": 4293, + "FP": 1426, + "IoU": 0.9780243849018033, + "TN": 2543469, + "TP": 254524, + "n_pred": 255950, + "n_ref": 258817 + }, + "7": { + "Dice": 0.9485466367738076, + "FN": 5016, + "FP": 4187, + "IoU": 0.9021290624468266, + "TN": 2709680, + "TP": 84829, + "n_pred": 89016, + "n_ref": 89845 + }, + "8": { + "Dice": 0.9762001950246049, + "FN": 3166, + "FP": 1032, + "IoU": 0.9535069163722548, + "TN": 2713419, + "TP": 86095, + "n_pred": 87127, + "n_ref": 89261 + }, + "9": { + "Dice": 0.9703509647371923, + "FN": 1025, + "FP": 401, + "IoU": 0.9424094341908646, + "TN": 2778951, + "TP": 23335, + "n_pred": 23736, + "n_ref": 24360 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9328010645375915, + "FN": 46, + "FP": 55, + "IoU": 0.8740648379052369, + "TN": 1751518, + "TP": 701, + "n_pred": 756, + "n_ref": 747 + }, + "10": { + "Dice": 0.8305065957210952, + "FN": 714, + "FP": 815, + "IoU": 0.7101421800947867, + "TN": 1747045, + "TP": 3746, + "n_pred": 4561, + "n_ref": 4460 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6741475364494843, + "FN": 2830, + "FP": 5417, + "IoU": 0.5084634640600787, + "TN": 1735542, + "TP": 8531, + "n_pred": 13948, + "n_ref": 11361 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9492937879322185, + "FN": 4501, + "FP": 963, + "IoU": 0.9034816555086467, + "TN": 1695709, + "TP": 51147, + "n_pred": 52110, + "n_ref": 55648 + }, + "5": { + "Dice": 0.7920048455481526, + "FN": 2956, + "FP": 478, + "IoU": 0.6556357801845166, + "TN": 1742348, + "TP": 6538, + "n_pred": 7016, + "n_ref": 9494 + }, + "6": { + "Dice": 0.9612436878484367, + "FN": 4710, + "FP": 8276, + "IoU": 0.925379395151327, + "TN": 1578293, + "TP": 161041, + "n_pred": 169317, + "n_ref": 165751 + }, + "7": { + "Dice": 0.9360789180320973, + "FN": 918, + "FP": 2121, + "IoU": 0.8798386777905184, + "TN": 1727029, + "TP": 22252, + "n_pred": 24373, + "n_ref": 23170 + }, + "8": { + "Dice": 0.9664574587472463, + "FN": 1651, + "FP": 770, + "IoU": 0.9350920936218129, + "TN": 1715021, + "TP": 34878, + "n_pred": 35648, + "n_ref": 36529 + }, + "9": { + "Dice": 0.8825682214526073, + "FN": 2514, + "FP": 2267, + "IoU": 0.7898184375961665, + "TN": 1729573, + "TP": 17966, + "n_pred": 20233, + "n_ref": 20480 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8665906499429875, + "FN": 27, + "FP": 90, + "IoU": 0.7645875251509054, + "TN": 4029839, + "TP": 380, + "n_pred": 470, + "n_ref": 407 + }, + "10": { + "Dice": 0.9089528630180322, + "FN": 2201, + "FP": 677, + "IoU": 0.833101368591974, + "TN": 4013092, + "TP": 14366, + "n_pred": 15043, + "n_ref": 16567 + }, + "11": { + "Dice": 0.7178871548619448, + "FN": 205, + "FP": 30, + "IoU": 0.5599250936329588, + "TN": 4029802, + "TP": 299, + "n_pred": 329, + "n_ref": 504 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7053707878450146, + "FN": 12813, + "FP": 22082, + "IoU": 0.5448438682075496, + "TN": 3953670, + "TP": 41771, + "n_pred": 63853, + "n_ref": 54584 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 13387, + "IoU": 0.0, + "TN": 4016949, + "TP": 0, + "n_pred": 13387, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9019607843137255, + "FN": 39, + "FP": 16, + "IoU": 0.8214285714285714, + "TN": 4030028, + "TP": 253, + "n_pred": 269, + "n_ref": 292 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9407124368297793, + "FN": 152, + "FP": 329, + "IoU": 0.8880614382127066, + "TN": 4026039, + "TP": 3816, + "n_pred": 4145, + "n_ref": 3968 + }, + "6": { + "Dice": 0.9278918987944255, + "FN": 4415, + "FP": 8008, + "IoU": 0.8654835251697292, + "TN": 3937983, + "TP": 79930, + "n_pred": 87938, + "n_ref": 84345 + }, + "7": { + "Dice": 0.6525442405168514, + "FN": 45117, + "FP": 134617, + "IoU": 0.48427878683538494, + "TN": 3681826, + "TP": 168776, + "n_pred": 303393, + "n_ref": 213893 + }, + "8": { + "Dice": 0.9686772327799895, + "FN": 251, + "FP": 166, + "IoU": 0.9392571012381646, + "TN": 4023471, + "TP": 6448, + "n_pred": 6614, + "n_ref": 6699 + }, + "9": { + "Dice": 0.9036558987269955, + "FN": 1608, + "FP": 1109, + "IoU": 0.8242447765055955, + "TN": 4014877, + "TP": 12742, + "n_pred": 13851, + "n_ref": 14350 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.892704479327562, + "FN": 4176, + "FP": 1798, + "IoU": 0.8062025562836567, + "TN": 2772886, + "TP": 24852, + "n_pred": 26650, + "n_ref": 29028 + }, + "11": { + "Dice": 0.8878241262683202, + "FN": 137, + "FP": 261, + "IoU": 0.7982767359351242, + "TN": 2801739, + "TP": 1575, + "n_pred": 1836, + "n_ref": 1712 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.832788450942218, + "FN": 6818, + "FP": 2286, + "IoU": 0.7134854445318647, + "TN": 2771937, + "TP": 22671, + "n_pred": 24957, + "n_ref": 29489 + }, + "14": { + "Dice": 0.8537188194487715, + "FN": 5820, + "FP": 1223, + "IoU": 0.7447726037325603, + "TN": 2776117, + "TP": 20552, + "n_pred": 21775, + "n_ref": 26372 + }, + "15": { + "Dice": 0.7858667154441802, + "FN": 456, + "FP": 13592, + "IoU": 0.6472656053834178, + "TN": 2763886, + "TP": 25778, + "n_pred": 39370, + "n_ref": 26234 + }, + "2": { + "Dice": 0.9748698158824624, + "FN": 1008, + "FP": 1154, + "IoU": 0.950971721432297, + "TN": 2759615, + "TP": 41935, + "n_pred": 43089, + "n_ref": 42943 + }, + "3": { + "Dice": 0.9689320835540407, + "FN": 1986, + "FP": 2061, + "IoU": 0.9397364306455216, + "TN": 2736557, + "TP": 63108, + "n_pred": 65169, + "n_ref": 65094 + }, + "4": { + "Dice": 0.8409893992932862, + "FN": 100, + "FP": 530, + "IoU": 0.725609756097561, + "TN": 2801416, + "TP": 1666, + "n_pred": 2196, + "n_ref": 1766 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9743089130930511, + "FN": 2534, + "FP": 7493, + "IoU": 0.9499048256635975, + "TN": 2603553, + "TP": 190132, + "n_pred": 197625, + "n_ref": 192666 + }, + "7": { + "Dice": 0.9414907357296698, + "FN": 61412, + "FP": 7671, + "IoU": 0.8894496888307107, + "TN": 2178811, + "TP": 555818, + "n_pred": 563489, + "n_ref": 617230 + }, + "8": { + "Dice": 0.94996915907066, + "FN": 706, + "FP": 754, + "IoU": 0.9047059591410482, + "TN": 2788391, + "TP": 13861, + "n_pred": 14615, + "n_ref": 14567 + }, + "9": { + "Dice": 0.9655982685767288, + "FN": 1054, + "FP": 615, + "IoU": 0.9334847760242309, + "TN": 2778620, + "TP": 23423, + "n_pred": 24038, + "n_ref": 24477 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9562469876291972, + "FN": 724, + "FP": 910, + "IoU": 0.9161621344279117, + "TN": 2959454, + "TP": 17856, + "n_pred": 18766, + "n_ref": 18580 + }, + "10": { + "Dice": 0.9217891950009827, + "FN": 4780, + "FP": 1985, + "IoU": 0.8549248354099205, + "TN": 2932313, + "TP": 39866, + "n_pred": 41851, + "n_ref": 44646 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8539026017344896, + "FN": 676, + "FP": 419, + "IoU": 0.7450523864959255, + "TN": 2974649, + "TP": 3200, + "n_pred": 3619, + "n_ref": 3876 + }, + "13": { + "Dice": 0.8311032807961526, + "FN": 1787, + "FP": 5307, + "IoU": 0.7110151539840313, + "TN": 2954396, + "TP": 17454, + "n_pred": 22761, + "n_ref": 19241 + }, + "14": { + "Dice": 0.9130383200854194, + "FN": 484, + "FP": 249, + "IoU": 0.8399912682820345, + "TN": 2974363, + "TP": 3848, + "n_pred": 4097, + "n_ref": 4332 + }, + "15": { + "Dice": 0.9766470197999592, + "FN": 6409, + "FP": 913, + "IoU": 0.9543598725916137, + "TN": 2818515, + "TP": 153107, + "n_pred": 154020, + "n_ref": 159516 + }, + "2": { + "Dice": 0.9738570561394654, + "FN": 1614, + "FP": 2219, + "IoU": 0.949046194749086, + "TN": 2903719, + "TP": 71392, + "n_pred": 73611, + "n_ref": 73006 + }, + "3": { + "Dice": 0.974858665769447, + "FN": 3066, + "FP": 2613, + "IoU": 0.9509505013776008, + "TN": 2863163, + "TP": 110102, + "n_pred": 112715, + "n_ref": 113168 + }, + "4": { + "Dice": 0.6155955390772996, + "FN": 49395, + "FP": 2756, + "IoU": 0.4446645156481274, + "TN": 2885035, + "TP": 41758, + "n_pred": 44514, + "n_ref": 91153 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9709458523750173, + "FN": 5736, + "FP": 5803, + "IoU": 0.9435323249179093, + "TN": 2774597, + "TP": 192808, + "n_pred": 198611, + "n_ref": 198544 + }, + "7": { + "Dice": 0.44449722486124305, + "FN": 1013, + "FP": 43425, + "IoU": 0.2857579118247424, + "TN": 2916727, + "TP": 17779, + "n_pred": 61204, + "n_ref": 18792 + }, + "8": { + "Dice": 0.9578531821189786, + "FN": 1225, + "FP": 622, + "IoU": 0.9191153930370046, + "TN": 2956109, + "TP": 20988, + "n_pred": 21610, + "n_ref": 22213 + }, + "9": { + "Dice": 0.8053316800991941, + "FN": 384, + "FP": 2756, + "IoU": 0.6741048261546445, + "TN": 2969309, + "TP": 6495, + "n_pred": 9251, + "n_ref": 6879 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9349510821862088, + "FN": 11042, + "FP": 1112, + "IoU": 0.877848018573051, + "TN": 3229909, + "TP": 87345, + "n_pred": 88457, + "n_ref": 98387 + }, + "10": { + "Dice": 0.8336177474402731, + "FN": 17242, + "FP": 2258, + "IoU": 0.7147037307973665, + "TN": 3261058, + "TP": 48850, + "n_pred": 51108, + "n_ref": 66092 + }, + "11": { + "Dice": 0.7904349463377895, + "FN": 640, + "FP": 473, + "IoU": 0.6534869240348692, + "TN": 3326196, + "TP": 2099, + "n_pred": 2572, + "n_ref": 2739 + }, + "12": { + "Dice": 0.8150240983879009, + "FN": 520, + "FP": 593, + "IoU": 0.6877980364656382, + "TN": 3325843, + "TP": 2452, + "n_pred": 3045, + "n_ref": 2972 + }, + "13": { + "Dice": 0.7900879655624181, + "FN": 13669, + "FP": 14370, + "IoU": 0.6530127340453179, + "TN": 3248601, + "TP": 52768, + "n_pred": 67138, + "n_ref": 66437 + }, + "14": { + "Dice": 0.9658743847179804, + "FN": 4219, + "FP": 3636, + "IoU": 0.9340010250636464, + "TN": 3210391, + "TP": 111162, + "n_pred": 114798, + "n_ref": 115381 + }, + "15": { + "Dice": 0.9307948020550015, + "FN": 2300, + "FP": 448, + "IoU": 0.8705483323911815, + "TN": 3308180, + "TP": 18480, + "n_pred": 18928, + "n_ref": 20780 + }, + "2": { + "Dice": 0.974688963723617, + "FN": 1758, + "FP": 2203, + "IoU": 0.9506275942014534, + "TN": 3249181, + "TP": 76266, + "n_pred": 78469, + "n_ref": 78024 + }, + "3": { + "Dice": 0.9435201074386331, + "FN": 290, + "FP": 467, + "IoU": 0.8930790960451978, + "TN": 3322328, + "TP": 6323, + "n_pred": 6790, + "n_ref": 6613 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9114762967471428, + "FN": 775, + "FP": 534, + "IoU": 0.8373508946322068, + "TN": 3321360, + "TP": 6739, + "n_pred": 7273, + "n_ref": 7514 + }, + "6": { + "Dice": 0.9601282560471176, + "FN": 6021, + "FP": 18675, + "IoU": 0.923314112178263, + "TN": 3007367, + "TP": 297345, + "n_pred": 316020, + "n_ref": 303366 + }, + "7": { + "Dice": 0.9575348583337469, + "FN": 2126, + "FP": 2153, + "IoU": 0.9185293781653402, + "TN": 3276886, + "TP": 48243, + "n_pred": 50396, + "n_ref": 50369 + }, + "8": { + "Dice": 0.8255175234032206, + "FN": 1590, + "FP": 14197, + "IoU": 0.7028776843016581, + "TN": 3276275, + "TP": 37346, + "n_pred": 51543, + "n_ref": 38936 + }, + "9": { + "Dice": 0.9554868861250861, + "FN": 4240, + "FP": 2732, + "IoU": 0.9147677261613691, + "TN": 3247608, + "TP": 74828, + "n_pred": 77560, + "n_ref": 79068 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9410038771874673, + "FN": 306, + "FP": 257, + "IoU": 0.888581040965763, + "TN": 2448195, + "TP": 4490, + "n_pred": 4747, + "n_ref": 4796 + }, + "10": { + "Dice": 0.8854359199273206, + "FN": 2206, + "FP": 1451, + "IoU": 0.7944235201529035, + "TN": 2435459, + "TP": 14132, + "n_pred": 15583, + "n_ref": 16338 + }, + "11": { + "Dice": 0.5943600867678959, + "FN": 155, + "FP": 32, + "IoU": 0.4228395061728395, + "TN": 2452924, + "TP": 137, + "n_pred": 169, + "n_ref": 292 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8919605324614666, + "FN": 3575, + "FP": 3827, + "IoU": 0.8049898569433833, + "TN": 2415291, + "TP": 30555, + "n_pred": 34382, + "n_ref": 34130 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5190785587714117, + "FN": 326, + "FP": 7816, + "IoU": 0.35051052967453733, + "TN": 2440712, + "TP": 4394, + "n_pred": 12210, + "n_ref": 4720 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8422354660969301, + "FN": 1146, + "FP": 257, + "IoU": 0.7274669774669774, + "TN": 2448100, + "TP": 3745, + "n_pred": 4002, + "n_ref": 4891 + }, + "5": { + "Dice": 0.9090116912352044, + "FN": 780, + "FP": 473, + "IoU": 0.8332002129925452, + "TN": 2445736, + "TP": 6259, + "n_pred": 6732, + "n_ref": 7039 + }, + "6": { + "Dice": 0.9700556924887634, + "FN": 7728, + "FP": 2805, + "IoU": 0.941852569516901, + "TN": 2272105, + "TP": 170610, + "n_pred": 173415, + "n_ref": 178338 + }, + "7": { + "Dice": 0.9237966022690384, + "FN": 7548, + "FP": 1607, + "IoU": 0.8583847665011524, + "TN": 2388601, + "TP": 55492, + "n_pred": 57099, + "n_ref": 63040 + }, + "8": { + "Dice": 0.893404428175222, + "FN": 8235, + "FP": 3180, + "IoU": 0.8073450237126799, + "TN": 2393997, + "TP": 47836, + "n_pred": 51016, + "n_ref": 56071 + }, + "9": { + "Dice": 0.9462796129462796, + "FN": 492, + "FP": 474, + "IoU": 0.8980367321089296, + "TN": 2443774, + "TP": 8508, + "n_pred": 8982, + "n_ref": 9000 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9552872606161532, + "FN": 1319, + "FP": 829, + "IoU": 0.9144018490475812, + "TN": 3479546, + "TP": 22946, + "n_pred": 23775, + "n_ref": 24265 + }, + "10": { + "Dice": 0.8706810886551949, + "FN": 8990, + "FP": 9099, + "IoU": 0.7709789324420135, + "TN": 3425656, + "TP": 60895, + "n_pred": 69994, + "n_ref": 69885 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 63, + "IoU": 0.0, + "TN": 3504577, + "TP": 0, + "n_pred": 63, + "n_ref": 0 + }, + "12": { + "Dice": 0.6775956284153005, + "FN": 226, + "FP": 10, + "IoU": 0.512396694214876, + "TN": 3504156, + "TP": 248, + "n_pred": 258, + "n_ref": 474 + }, + "13": { + "Dice": 0.6357491338471328, + "FN": 50019, + "FP": 1497, + "IoU": 0.4660060327760099, + "TN": 3408167, + "TP": 44957, + "n_pred": 46454, + "n_ref": 94976 + }, + "14": { + "Dice": 0.7914819271150961, + "FN": 11557, + "FP": 1094, + "IoU": 0.6549193966340252, + "TN": 3467979, + "TP": 24010, + "n_pred": 25104, + "n_ref": 35567 + }, + "15": { + "Dice": 0.8740235870730587, + "FN": 2387, + "FP": 903, + "IoU": 0.7762361422838876, + "TN": 3489937, + "TP": 11413, + "n_pred": 12316, + "n_ref": 13800 + }, + "2": { + "Dice": 0.9750403531010332, + "FN": 1135, + "FP": 1602, + "IoU": 0.9512963325444419, + "TN": 3448443, + "TP": 53460, + "n_pred": 55062, + "n_ref": 54595 + }, + "3": { + "Dice": 0.9785951078430035, + "FN": 1157, + "FP": 412, + "IoU": 0.9580873514091092, + "TN": 3467205, + "TP": 35866, + "n_pred": 36278, + "n_ref": 37023 + }, + "4": { + "Dice": 0.956821313734497, + "FN": 456, + "FP": 672, + "IoU": 0.9172170849845883, + "TN": 3491014, + "TP": 12498, + "n_pred": 13170, + "n_ref": 12954 + }, + "5": { + "Dice": 0.8010869565217391, + "FN": 4419, + "FP": 339, + "IoU": 0.6681776971894833, + "TN": 3490301, + "TP": 9581, + "n_pred": 9920, + "n_ref": 14000 + }, + "6": { + "Dice": 0.9822304315237177, + "FN": 3497, + "FP": 3141, + "IoU": 0.9650813523479871, + "TN": 3314541, + "TP": 183461, + "n_pred": 186602, + "n_ref": 186958 + }, + "7": { + "Dice": 0.8667316896820525, + "FN": 5698, + "FP": 29691, + "IoU": 0.764807135071909, + "TN": 3354172, + "TP": 115079, + "n_pred": 144770, + "n_ref": 120777 + }, + "8": { + "Dice": 0.976216970634277, + "FN": 598, + "FP": 663, + "IoU": 0.9535389263475922, + "TN": 3477499, + "TP": 25880, + "n_pred": 26543, + "n_ref": 26478 + }, + "9": { + "Dice": 0.920081135902637, + "FN": 364, + "FP": 2394, + "IoU": 0.8519909842223892, + "TN": 3486006, + "TP": 15876, + "n_pred": 18270, + "n_ref": 16240 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9761355171557583, + "FN": 1163, + "FP": 1432, + "IoU": 0.9533835126735768, + "TN": 1346189, + "TP": 53072, + "n_pred": 54504, + "n_ref": 54235 + }, + "10": { + "Dice": 0.911146575558003, + "FN": 544, + "FP": 3409, + "IoU": 0.8367945171545353, + "TN": 1377635, + "TP": 20268, + "n_pred": 23677, + "n_ref": 20812 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8645308180191901, + "FN": 3167, + "FP": 1831, + "IoU": 0.7613864222285878, + "TN": 1380910, + "TP": 15948, + "n_pred": 17779, + "n_ref": 19115 + }, + "14": { + "Dice": 0.9673483482331274, + "FN": 1153, + "FP": 549, + "IoU": 0.9367615367466746, + "TN": 1374942, + "TP": 25212, + "n_pred": 25761, + "n_ref": 26365 + }, + "15": { + "Dice": 0.8797700010871797, + "FN": 5515, + "FP": 4438, + "IoU": 0.7853476535541752, + "TN": 1355488, + "TP": 36415, + "n_pred": 40853, + "n_ref": 41930 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9718641044352551, + "FN": 658, + "FP": 383, + "IoU": 0.9452681388012618, + "TN": 1382836, + "TP": 17979, + "n_pred": 18362, + "n_ref": 18637 + }, + "4": { + "Dice": 0.9483576170359513, + "FN": 1414, + "FP": 982, + "IoU": 0.9017871782259387, + "TN": 1377460, + "TP": 22000, + "n_pred": 22982, + "n_ref": 23414 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9601753486645573, + "FN": 628, + "FP": 1625, + "IoU": 0.9234012171488798, + "TN": 1372443, + "TP": 27160, + "n_pred": 28785, + "n_ref": 27788 + }, + "7": { + "Dice": 0.9444164025116598, + "FN": 1814, + "FP": 939, + "IoU": 0.894686507784706, + "TN": 1375715, + "TP": 23388, + "n_pred": 24327, + "n_ref": 25202 + }, + "8": { + "Dice": 0.9603667680706114, + "FN": 389, + "FP": 536, + "IoU": 0.9237553577316189, + "TN": 1389724, + "TP": 11207, + "n_pred": 11743, + "n_ref": 11596 + }, + "9": { + "Dice": 0.9647390691114246, + "FN": 440, + "FP": 260, + "IoU": 0.9318801089918256, + "TN": 1391580, + "TP": 9576, + "n_pred": 9836, + "n_ref": 10016 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9618235865935955, + "FN": 11154, + "FP": 2395, + "IoU": 0.9264548627508454, + "TN": 4897501, + "TP": 170678, + "n_pred": 173073, + "n_ref": 181832 + }, + "10": { + "Dice": 0.4327317320913179, + "FN": 35170, + "FP": 10625, + "IoU": 0.27610571907306125, + "TN": 5018466, + "TP": 17467, + "n_pred": 28092, + "n_ref": 52637 + }, + "11": { + "Dice": 0.0, + "FN": 1335, + "FP": 1566, + "IoU": 0.0, + "TN": 5078827, + "TP": 0, + "n_pred": 1566, + "n_ref": 1335 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5081728, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.48370079236638014, + "FN": 15554, + "FP": 9011, + "IoU": 0.31900088711465957, + "TN": 5045656, + "TP": 11507, + "n_pred": 20518, + "n_ref": 27061 + }, + "14": { + "Dice": 0.0023544880517375817, + "FN": 11123, + "FP": 54130, + "IoU": 0.0011786315628348385, + "TN": 5016398, + "TP": 77, + "n_pred": 54207, + "n_ref": 11200 + }, + "15": { + "Dice": 0.0, + "FN": 3898, + "FP": 0, + "IoU": 0.0, + "TN": 5077830, + "TP": 0, + "n_pred": 0, + "n_ref": 3898 + }, + "2": { + "Dice": 0.6966382194248398, + "FN": 69378, + "FP": 2533, + "IoU": 0.5344933615572344, + "TN": 4927249, + "TP": 82568, + "n_pred": 85101, + "n_ref": 151946 + }, + "3": { + "Dice": 0.7290505189124281, + "FN": 3030, + "FP": 79104, + "IoU": 0.5736266702658929, + "TN": 4889094, + "TP": 110500, + "n_pred": 189604, + "n_ref": 113530 + }, + "4": { + "Dice": 0.11690117252931323, + "FN": 105364, + "FP": 78, + "IoU": 0.06207914891345923, + "TN": 4969307, + "TP": 6979, + "n_pred": 7057, + "n_ref": 112343 + }, + "5": { + "Dice": 0.5949506037321625, + "FN": 738, + "FP": 0, + "IoU": 0.4234375, + "TN": 5080448, + "TP": 542, + "n_pred": 542, + "n_ref": 1280 + }, + "6": { + "Dice": 0.9338169404736505, + "FN": 68828, + "FP": 39742, + "IoU": 0.8758504762667093, + "TN": 4207218, + "TP": 765940, + "n_pred": 805682, + "n_ref": 834768 + }, + "7": { + "Dice": 0.36007294061682393, + "FN": 82657, + "FP": 38414, + "IoU": 0.21956643654154823, + "TN": 4926595, + "TP": 34062, + "n_pred": 72476, + "n_ref": 116719 + }, + "8": { + "Dice": 0.9497292599772712, + "FN": 1725, + "FP": 1283, + "IoU": 0.904270893004901, + "TN": 5050306, + "TP": 28414, + "n_pred": 29697, + "n_ref": 30139 + }, + "9": { + "Dice": 0.8126286008230452, + "FN": 4288, + "FP": 1540, + "IoU": 0.6843929383732265, + "TN": 5063262, + "TP": 12638, + "n_pred": 14178, + "n_ref": 16926 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9183114824953177, + "FN": 430, + "FP": 137, + "IoU": 0.8489611081513053, + "TN": 2099030, + "TP": 3187, + "n_pred": 3324, + "n_ref": 3617 + }, + "10": { + "Dice": 0.8601466765688823, + "FN": 4213, + "FP": 1813, + "IoU": 0.7546117196725984, + "TN": 2078227, + "TP": 18531, + "n_pred": 20344, + "n_ref": 22744 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 289, + "IoU": 0.0, + "TN": 2102495, + "TP": 0, + "n_pred": 289, + "n_ref": 0 + }, + "12": { + "Dice": 0.8057413939909986, + "FN": 605, + "FP": 992, + "IoU": 0.6746791607251986, + "TN": 2097875, + "TP": 3312, + "n_pred": 4304, + "n_ref": 3917 + }, + "13": { + "Dice": 0.7081909102418028, + "FN": 2571, + "FP": 8954, + "IoU": 0.5482163857310859, + "TN": 2077274, + "TP": 13985, + "n_pred": 22939, + "n_ref": 16556 + }, + "14": { + "Dice": 0.9538340232603982, + "FN": 634, + "FP": 2879, + "IoU": 0.9117425384383478, + "TN": 2062980, + "TP": 36291, + "n_pred": 39170, + "n_ref": 36925 + }, + "15": { + "Dice": 0.8459616985845129, + "FN": 23551, + "FP": 2164, + "IoU": 0.733044733044733, + "TN": 2006457, + "TP": 70612, + "n_pred": 72776, + "n_ref": 94163 + }, + "2": { + "Dice": 0.8786357441554357, + "FN": 1328, + "FP": 9091, + "IoU": 0.7835417791997341, + "TN": 2054650, + "TP": 37715, + "n_pred": 46806, + "n_ref": 39043 + }, + "3": { + "Dice": 0.9652012692979641, + "FN": 342, + "FP": 1610, + "IoU": 0.9327429969334665, + "TN": 2073761, + "TP": 27071, + "n_pred": 28681, + "n_ref": 27413 + }, + "4": { + "Dice": 0.8867631232811192, + "FN": 801, + "FP": 1093, + "IoU": 0.7965628356605801, + "TN": 2093474, + "TP": 7416, + "n_pred": 8509, + "n_ref": 8217 + }, + "5": { + "Dice": 0.8609397247271001, + "FN": 32, + "FP": 261, + "IoU": 0.7558333333333334, + "TN": 2101584, + "TP": 907, + "n_pred": 1168, + "n_ref": 939 + }, + "6": { + "Dice": 0.9468263713133034, + "FN": 2692, + "FP": 5796, + "IoU": 0.8990221037854814, + "TN": 2018726, + "TP": 75570, + "n_pred": 81366, + "n_ref": 78262 + }, + "7": { + "Dice": 0.927871232096429, + "FN": 4245, + "FP": 3606, + "IoU": 0.865447565510977, + "TN": 2044435, + "TP": 50498, + "n_pred": 54104, + "n_ref": 54743 + }, + "8": { + "Dice": 0.9581356332083781, + "FN": 555, + "FP": 1042, + "IoU": 0.9196356682769726, + "TN": 2082912, + "TP": 18275, + "n_pred": 19317, + "n_ref": 18830 + }, + "9": { + "Dice": 0.9284266915104228, + "FN": 1408, + "FP": 1665, + "IoU": 0.86641453660233, + "TN": 2079780, + "TP": 19931, + "n_pred": 21596, + "n_ref": 21339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9717384626290791, + "FN": 613, + "FP": 1779, + "IoU": 0.9450304492703665, + "TN": 3461125, + "TP": 41123, + "n_pred": 42902, + "n_ref": 41736 + }, + "10": { + "Dice": 0.8489731888191672, + "FN": 3638, + "FP": 598, + "IoU": 0.7375789864948581, + "TN": 3488498, + "TP": 11906, + "n_pred": 12504, + "n_ref": 15544 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7606663957740756, + "FN": 473, + "FP": 705, + "IoU": 0.6137704918032787, + "TN": 3501590, + "TP": 1872, + "n_pred": 2577, + "n_ref": 2345 + }, + "13": { + "Dice": 0.8567056508908077, + "FN": 1223, + "FP": 88, + "IoU": 0.7493307839388146, + "TN": 3499410, + "TP": 3919, + "n_pred": 4007, + "n_ref": 5142 + }, + "14": { + "Dice": 0.9107016934002086, + "FN": 6534, + "FP": 2457, + "IoU": 0.8360443488092199, + "TN": 3449802, + "TP": 45847, + "n_pred": 48304, + "n_ref": 52381 + }, + "15": { + "Dice": 0.8955238108856572, + "FN": 3982, + "FP": 17937, + "IoU": 0.8108131435624336, + "TN": 3388781, + "TP": 93940, + "n_pred": 111877, + "n_ref": 97922 + }, + "2": { + "Dice": 0.9646384467328847, + "FN": 2533, + "FP": 2501, + "IoU": 0.9316923577941815, + "TN": 3430944, + "TP": 68662, + "n_pred": 71163, + "n_ref": 71195 + }, + "3": { + "Dice": 0.9542835990097864, + "FN": 1238, + "FP": 2714, + "IoU": 0.9125644372663112, + "TN": 3459441, + "TP": 41247, + "n_pred": 43961, + "n_ref": 42485 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8710818196431442, + "FN": 789, + "FP": 815, + "IoU": 0.7716075751103517, + "TN": 3497617, + "TP": 5419, + "n_pred": 6234, + "n_ref": 6208 + }, + "6": { + "Dice": 0.966457038888092, + "FN": 4910, + "FP": 3976, + "IoU": 0.9350913075237399, + "TN": 3367740, + "TP": 128014, + "n_pred": 131990, + "n_ref": 132924 + }, + "7": { + "Dice": 0.9708113138564829, + "FN": 1980, + "FP": 2411, + "IoU": 0.9432782607572372, + "TN": 3427227, + "TP": 73022, + "n_pred": 75433, + "n_ref": 75002 + }, + "8": { + "Dice": 0.9603302240806262, + "FN": 401, + "FP": 1079, + "IoU": 0.9236877384758173, + "TN": 3485246, + "TP": 17914, + "n_pred": 18993, + "n_ref": 18315 + }, + "9": { + "Dice": 0.9074074074074074, + "FN": 2872, + "FP": 2448, + "IoU": 0.8305084745762712, + "TN": 3473252, + "TP": 26068, + "n_pred": 28516, + "n_ref": 28940 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8998569049238782, + "FN": 1284, + "FP": 2985, + "IoU": 0.8179453281589834, + "TN": 1553639, + "TP": 19180, + "n_pred": 22165, + "n_ref": 20464 + }, + "11": { + "Dice": 0.7606647250299812, + "FN": 900, + "FP": 497, + "IoU": 0.6137683162842135, + "TN": 1573471, + "TP": 2220, + "n_pred": 2717, + "n_ref": 3120 + }, + "12": { + "Dice": 0.7650645115553665, + "FN": 694, + "FP": 963, + "IoU": 0.6195177956371987, + "TN": 1572733, + "TP": 2698, + "n_pred": 3661, + "n_ref": 3392 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.980795549208616, + "FN": 1051, + "FP": 1531, + "IoU": 0.9623148215719186, + "TN": 1508573, + "TP": 65933, + "n_pred": 67464, + "n_ref": 66984 + }, + "15": { + "Dice": 0.8969968820086428, + "FN": 419, + "FP": 3347, + "IoU": 0.8132315016861734, + "TN": 1556924, + "TP": 16398, + "n_pred": 19745, + "n_ref": 16817 + }, + "2": { + "Dice": 0.9680312268137682, + "FN": 868, + "FP": 123, + "IoU": 0.9380431384807753, + "TN": 1561093, + "TP": 15004, + "n_pred": 15127, + "n_ref": 15872 + }, + "3": { + "Dice": 0.9754585894936773, + "FN": 1863, + "FP": 2556, + "IoU": 0.9520928871109376, + "TN": 1484847, + "TP": 87822, + "n_pred": 90378, + "n_ref": 89685 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.960972741365769, + "FN": 3748, + "FP": 5743, + "IoU": 0.9248773151812569, + "TN": 1450748, + "TP": 116849, + "n_pred": 122592, + "n_ref": 120597 + }, + "7": { + "Dice": 0.973446072363437, + "FN": 6891, + "FP": 5272, + "IoU": 0.948265888577918, + "TN": 1341982, + "TP": 222943, + "n_pred": 228215, + "n_ref": 229834 + }, + "8": { + "Dice": 0.7961476725521669, + "FN": 106, + "FP": 21, + "IoU": 0.6613333333333333, + "TN": 1576713, + "TP": 248, + "n_pred": 269, + "n_ref": 354 + }, + "9": { + "Dice": 0.9716254128342626, + "FN": 554, + "FP": 245, + "IoU": 0.9448166309828027, + "TN": 1562609, + "TP": 13680, + "n_pred": 13925, + "n_ref": 14234 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9726697142298384, + "FN": 815, + "FP": 1421, + "IoU": 0.9467935752528257, + "TN": 1885527, + "TP": 39789, + "n_pred": 41210, + "n_ref": 40604 + }, + "10": { + "Dice": 0.6193916988741388, + "FN": 2025, + "FP": 240, + "IoU": 0.44863680623174296, + "TN": 1923444, + "TP": 1843, + "n_pred": 2083, + "n_ref": 3868 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7861304533181753, + "FN": 2431, + "FP": 3589, + "IoU": 0.6476235073753219, + "TN": 1910468, + "TP": 11064, + "n_pred": 14653, + "n_ref": 13495 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1984, + "IoU": 0.0, + "TN": 1925568, + "TP": 0, + "n_pred": 1984, + "n_ref": 0 + }, + "15": { + "Dice": 0.9516568713267475, + "FN": 802, + "FP": 1131, + "IoU": 0.9077723173815545, + "TN": 1906593, + "TP": 19026, + "n_pred": 20157, + "n_ref": 19828 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9638049063105094, + "FN": 3006, + "FP": 1742, + "IoU": 0.9301384576902137, + "TN": 1859589, + "TP": 63215, + "n_pred": 64957, + "n_ref": 66221 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9886146777759375, + "FN": 1167, + "FP": 414, + "IoU": 0.9774856882458489, + "TN": 1857330, + "TP": 68641, + "n_pred": 69055, + "n_ref": 69808 + }, + "7": { + "Dice": 0.9614941032032441, + "FN": 9785, + "FP": 2635, + "IoU": 0.9258436626782259, + "TN": 1760068, + "TP": 155064, + "n_pred": 157699, + "n_ref": 164849 + }, + "8": { + "Dice": 0.9101596203623814, + "FN": 123, + "FP": 1543, + "IoU": 0.8351311232063335, + "TN": 1917447, + "TP": 8439, + "n_pred": 9982, + "n_ref": 8562 + }, + "9": { + "Dice": 0.9473842906678728, + "FN": 303, + "FP": 1442, + "IoU": 0.9000286450873675, + "TN": 1910097, + "TP": 15710, + "n_pred": 17152, + "n_ref": 16013 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.7976889072611802, + "FN": 5292.084444444446, + "FP": 4360.166666666666, + "IoU": 0.7159226834588125, + "TN": 2998837.922222222, + "TP": 46387.69333333334, + "n_pred": 50747.86000000001, + "n_ref": 51679.77777777777 + }, + "mean": { + "1": { + "Dice": 0.8817256551454298, + "FN": 2352.0333333333333, + "FP": 3152.9, + "IoU": 0.8409087329045097, + "TN": 3010200.466666667, + "TP": 39172.46666666667, + "n_pred": 42325.36666666667, + "n_ref": 41524.5 + }, + "10": { + "Dice": 0.8363084467104643, + "FN": 5209.833333333333, + "FP": 2873.5333333333333, + "IoU": 0.7314784724607742, + "TN": 3026928.7333333334, + "TP": 19865.766666666666, + "n_pred": 22739.3, + "n_ref": 25075.6 + }, + "11": { + "Dice": 0.5910059070339676, + "FN": 333.8666666666667, + "FP": 266.2, + "IoU": 0.4545426408114514, + "TN": 3053825.2, + "TP": 452.6, + "n_pred": 718.8, + "n_ref": 786.4666666666667 + }, + "12": { + "Dice": 0.5801132941478921, + "FN": 504.96666666666664, + "FP": 202.53333333333333, + "IoU": 0.45988520771032093, + "TN": 3053448.0, + "TP": 722.3666666666667, + "n_pred": 924.9, + "n_ref": 1227.3333333333333 + }, + "13": { + "Dice": 0.7483372879493952, + "FN": 5358.233333333334, + "FP": 4898.8, + "IoU": 0.6192014128223183, + "TN": 3029632.1666666665, + "TP": 14988.666666666666, + "n_pred": 19887.466666666667, + "n_ref": 20346.9 + }, + "14": { + "Dice": 0.7913134491564303, + "FN": 7229.8, + "FP": 14541.366666666667, + "IoU": 0.7270364690015813, + "TN": 2973478.7333333334, + "TP": 59627.96666666667, + "n_pred": 74169.33333333333, + "n_ref": 66857.76666666666 + }, + "15": { + "Dice": 0.7532977664678494, + "FN": 3802.4333333333334, + "FP": 4021.1666666666665, + "IoU": 0.6591061046354134, + "TN": 3024845.5, + "TP": 22208.766666666666, + "n_pred": 26229.933333333334, + "n_ref": 26011.2 + }, + "2": { + "Dice": 0.8896658772151577, + "FN": 10513.133333333333, + "FP": 2283.9, + "IoU": 0.8516341127046857, + "TN": 2984028.033333333, + "TP": 58052.8, + "n_pred": 60336.7, + "n_ref": 68565.93333333333 + }, + "3": { + "Dice": 0.8806397916842554, + "FN": 1432.0, + "FP": 5468.233333333334, + "IoU": 0.8273772068553886, + "TN": 3009190.3666666667, + "TP": 38787.26666666667, + "n_pred": 44255.5, + "n_ref": 40219.26666666667 + }, + "4": { + "Dice": 0.7393868557350607, + "FN": 1026.5333333333333, + "FP": 1684.2333333333333, + "IoU": 0.6591281820133364, + "TN": 3040128.2, + "TP": 12038.9, + "n_pred": 13723.133333333333, + "n_ref": 13065.433333333332 + }, + "5": { + "Dice": 0.7291315160856836, + "FN": 1098.2, + "FP": 389.96666666666664, + "IoU": 0.6241012693655665, + "TN": 3049733.1, + "TP": 3656.6, + "n_pred": 4046.5666666666666, + "n_ref": 4754.8 + }, + "6": { + "Dice": 0.9572729035597738, + "FN": 20435.1, + "FP": 12325.366666666667, + "IoU": 0.9193610945201383, + "TN": 2758517.566666667, + "TP": 263599.8333333333, + "n_pred": 275925.2, + "n_ref": 284034.93333333335 + }, + "7": { + "Dice": 0.8535771774190213, + "FN": 15085.1, + "FP": 9020.0, + "IoU": 0.7846172318046071, + "TN": 2913557.7666666666, + "TP": 117215.0, + "n_pred": 126235.0, + "n_ref": 132300.1 + }, + "8": { + "Dice": 0.8979325106400305, + "FN": 2237.266666666667, + "FP": 2127.8, + "IoU": 0.8372396664959227, + "TN": 3020517.3666666667, + "TP": 29995.433333333334, + "n_pred": 32123.233333333334, + "n_ref": 32232.7 + }, + "9": { + "Dice": 0.8356251699672924, + "FN": 2762.766666666667, + "FP": 2146.5, + "IoU": 0.7432224477761723, + "TN": 3034537.6333333333, + "TP": 15430.966666666667, + "n_pred": 17577.466666666667, + "n_ref": 18193.733333333334 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9710749512013958, + "FN": 4589, + "FP": 2109, + "IoU": 0.9437761791641135, + "TN": 2334117, + "TP": 112433, + "n_pred": 114542, + "n_ref": 117022 + }, + "10": { + "Dice": 0.8555346208195949, + "FN": 14020, + "FP": 4382, + "IoU": 0.7475408486644441, + "TN": 2380357, + "TP": 54489, + "n_pred": 58871, + "n_ref": 68509 + }, + "11": { + "Dice": 0.5540322580645162, + "FN": 2167, + "FP": 45, + "IoU": 0.38315672058003347, + "TN": 2449662, + "TP": 1374, + "n_pred": 1419, + "n_ref": 3541 + }, + "12": { + "Dice": 0.5189826760044232, + "FN": 1287, + "FP": 18, + "IoU": 0.3504230960676954, + "TN": 2451239, + "TP": 704, + "n_pred": 722, + "n_ref": 1991 + }, + "13": { + "Dice": 0.5463655968539896, + "FN": 2548, + "FP": 4604, + "IoU": 0.3758617680425866, + "TN": 2441789, + "TP": 4307, + "n_pred": 8911, + "n_ref": 6855 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9502220015995146, + "FN": 793, + "FP": 1012, + "IoU": 0.905164713917932, + "TN": 2434215, + "TP": 17228, + "n_pred": 18240, + "n_ref": 18021 + }, + "3": { + "Dice": 0.9610475100171723, + "FN": 1902, + "FP": 820, + "IoU": 0.925015839784028, + "TN": 2416947, + "TP": 33579, + "n_pred": 34399, + "n_ref": 35481 + }, + "4": { + "Dice": 0.85636025998143, + "FN": 3034, + "FP": 3154, + "IoU": 0.7488024681334741, + "TN": 2428614, + "TP": 18446, + "n_pred": 21600, + "n_ref": 21480 + }, + "5": { + "Dice": 0.8553036663867898, + "FN": 684, + "FP": 350, + "IoU": 0.7471882640586797, + "TN": 2449158, + "TP": 3056, + "n_pred": 3406, + "n_ref": 3740 + }, + "6": { + "Dice": 0.969086166879733, + "FN": 10450, + "FP": 6985, + "IoU": 0.940026349192153, + "TN": 2162537, + "TP": 273276, + "n_pred": 280261, + "n_ref": 283726 + }, + "7": { + "Dice": 0.9130259351149953, + "FN": 7539, + "FP": 2592, + "IoU": 0.8399703034419574, + "TN": 2389941, + "TP": 53176, + "n_pred": 55768, + "n_ref": 60715 + }, + "8": { + "Dice": 0.9313654907607392, + "FN": 3310, + "FP": 4126, + "IoU": 0.871547271502358, + "TN": 2395359, + "TP": 50453, + "n_pred": 54579, + "n_ref": 53763 + }, + "9": { + "Dice": 0.8549062693126416, + "FN": 2421, + "FP": 10257, + "IoU": 0.7465819141280883, + "TN": 2403220, + "TP": 37350, + "n_pred": 47607, + "n_ref": 39771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8568411825643477, + "FN": 1316, + "FP": 5870, + "IoU": 0.749538182705378, + "TN": 1723629, + "TP": 21505, + "n_pred": 27375, + "n_ref": 22821 + }, + "15": { + "Dice": 0.9166784975653929, + "FN": 19568, + "FP": 2147, + "IoU": 0.8461740079055863, + "TN": 1611154, + "TP": 119451, + "n_pred": 121598, + "n_ref": 139019 + }, + "2": { + "Dice": 0.9575219357810083, + "FN": 1235, + "FP": 2362, + "IoU": 0.9185055960850061, + "TN": 1708182, + "TP": 40541, + "n_pred": 42903, + "n_ref": 41776 + }, + "3": { + "Dice": 0.9559791666666667, + "FN": 989, + "FP": 3237, + "IoU": 0.9156705844790772, + "TN": 1702207, + "TP": 45887, + "n_pred": 49124, + "n_ref": 46876 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9731019921050216, + "FN": 1879, + "FP": 1344, + "IoU": 0.9476130877883068, + "TN": 1690797, + "TP": 58300, + "n_pred": 59644, + "n_ref": 60179 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8698950766747376, + "FN": 1053, + "FP": 559, + "IoU": 0.7697471789744322, + "TN": 1745319, + "TP": 5389, + "n_pred": 5948, + "n_ref": 6442 + }, + "9": { + "Dice": 0.8802864728036056, + "FN": 914, + "FP": 1025, + "IoU": 0.7861711513012792, + "TN": 1743252, + "TP": 7129, + "n_pred": 8154, + "n_ref": 8043 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5664593905605985, + "FN": 304, + "FP": 17893, + "IoU": 0.3951470832640851, + "TN": 5051643, + "TP": 11888, + "n_pred": 29781, + "n_ref": 12192 + }, + "10": { + "Dice": 0.8495699026373004, + "FN": 4792, + "FP": 3165, + "IoU": 0.7384802471570368, + "TN": 5051302, + "TP": 22469, + "n_pred": 25634, + "n_ref": 27261 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 3809, + "IoU": 0.0, + "TN": 5077919, + "TP": 0, + "n_pred": 3809, + "n_ref": 0 + }, + "12": { + "Dice": 0.163769123783032, + "FN": 4490, + "FP": 320, + "IoU": 0.08918765385343685, + "TN": 5076447, + "TP": 471, + "n_pred": 791, + "n_ref": 4961 + }, + "13": { + "Dice": 0.7474231408206649, + "FN": 3277, + "FP": 10862, + "IoU": 0.596708405830172, + "TN": 5046669, + "TP": 20920, + "n_pred": 31782, + "n_ref": 24197 + }, + "14": { + "Dice": 0.09948347651926422, + "FN": 7119, + "FP": 266249, + "IoU": 0.05234549412759821, + "TN": 4793260, + "TP": 15100, + "n_pred": 281349, + "n_ref": 22219 + }, + "15": { + "Dice": 0.7858898279685907, + "FN": 4420, + "FP": 17012, + "IoU": 0.6472969637126635, + "TN": 5020963, + "TP": 39333, + "n_pred": 56345, + "n_ref": 43753 + }, + "2": { + "Dice": 0.939281929330266, + "FN": 3574, + "FP": 5822, + "IoU": 0.8855151574227508, + "TN": 4999656, + "TP": 72676, + "n_pred": 78498, + "n_ref": 76250 + }, + "3": { + "Dice": 0.45994385661844095, + "FN": 326, + "FP": 7177, + "IoU": 0.29865395401009537, + "TN": 5071030, + "TP": 3195, + "n_pred": 10372, + "n_ref": 3521 + }, + "4": { + "Dice": 0.04181913225300575, + "FN": 564, + "FP": 1269, + "IoU": 0.021356113187399894, + "TN": 5079855, + "TP": 40, + "n_pred": 1309, + "n_ref": 604 + }, + "5": { + "Dice": 0.0, + "FN": 12, + "FP": 0, + "IoU": 0.0, + "TN": 5081716, + "TP": 0, + "n_pred": 0, + "n_ref": 12 + }, + "6": { + "Dice": 0.8982587435865061, + "FN": 5045, + "FP": 39274, + "IoU": 0.815308257140714, + "TN": 4841766, + "TP": 195643, + "n_pred": 234917, + "n_ref": 200688 + }, + "7": { + "Dice": 0.7957108082143296, + "FN": 18644, + "FP": 37920, + "IoU": 0.660730673032515, + "TN": 4915005, + "TP": 110159, + "n_pred": 148079, + "n_ref": 128803 + }, + "8": { + "Dice": 0.8002693255400837, + "FN": 7658, + "FP": 6284, + "IoU": 0.6670408138896186, + "TN": 5039855, + "TP": 27931, + "n_pred": 34215, + "n_ref": 35589 + }, + "9": { + "Dice": 0.7286084245018762, + "FN": 2142, + "FP": 2993, + "IoU": 0.5730794812105088, + "TN": 5069700, + "TP": 6893, + "n_pred": 9886, + "n_ref": 9035 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 38432, + "IoU": 0.0, + "TN": 3290976, + "TP": 0, + "n_pred": 38432, + "n_ref": 0 + }, + "10": { + "Dice": 0.7566043417558652, + "FN": 5129, + "FP": 3762, + "IoU": 0.6084984588287098, + "TN": 3306698, + "TP": 13819, + "n_pred": 17581, + "n_ref": 18948 + }, + "11": { + "Dice": 0.6853146853146853, + "FN": 320, + "FP": 85, + "IoU": 0.5212765957446809, + "TN": 3328562, + "TP": 441, + "n_pred": 526, + "n_ref": 761 + }, + "12": { + "Dice": 0.0, + "FN": 685, + "FP": 8, + "IoU": 0.0, + "TN": 3328715, + "TP": 0, + "n_pred": 8, + "n_ref": 685 + }, + "13": { + "Dice": 0.7138221031752396, + "FN": 47728, + "FP": 5799, + "IoU": 0.5549948455322403, + "TN": 3209124, + "TP": 66757, + "n_pred": 72556, + "n_ref": 114485 + }, + "14": { + "Dice": 0.9282864601290449, + "FN": 7500, + "FP": 7060, + "IoU": 0.866170320327221, + "TN": 3220613, + "TP": 94235, + "n_pred": 101295, + "n_ref": 101735 + }, + "15": { + "Dice": 0.8787086301740463, + "FN": 1515, + "FP": 2520, + "IoU": 0.7836577127231784, + "TN": 3310757, + "TP": 14616, + "n_pred": 17136, + "n_ref": 16131 + }, + "2": { + "Dice": 0.9104268719384184, + "FN": 2362, + "FP": 3270, + "IoU": 0.8355812459858702, + "TN": 3295154, + "TP": 28622, + "n_pred": 31892, + "n_ref": 30984 + }, + "3": { + "Dice": 0.9492259507829978, + "FN": 1032, + "FP": 1805, + "IoU": 0.9033587682245537, + "TN": 3300052, + "TP": 26519, + "n_pred": 28324, + "n_ref": 27551 + }, + "4": { + "Dice": 0.5416751303405782, + "FN": 4355, + "FP": 2414, + "IoU": 0.3714365307828025, + "TN": 3318639, + "TP": 4000, + "n_pred": 6414, + "n_ref": 8355 + }, + "5": { + "Dice": 0.8914242538723083, + "FN": 905, + "FP": 532, + "IoU": 0.8041166848418757, + "TN": 3322072, + "TP": 5899, + "n_pred": 6431, + "n_ref": 6804 + }, + "6": { + "Dice": 0.9535543965944486, + "FN": 11330, + "FP": 16972, + "IoU": 0.9112316908697425, + "TN": 3010578, + "TP": 290528, + "n_pred": 307500, + "n_ref": 301858 + }, + "7": { + "Dice": 0.710162016541549, + "FN": 100584, + "FP": 37558, + "IoU": 0.5505823410761923, + "TN": 3022028, + "TP": 169238, + "n_pred": 206796, + "n_ref": 269822 + }, + "8": { + "Dice": 0.9249334246366887, + "FN": 2746, + "FP": 2187, + "IoU": 0.8603499037481599, + "TN": 3294084, + "TP": 30391, + "n_pred": 32578, + "n_ref": 33137 + }, + "9": { + "Dice": 0.809681602074629, + "FN": 5381, + "FP": 5187, + "IoU": 0.6802227063664972, + "TN": 3296360, + "TP": 22480, + "n_pred": 27667, + "n_ref": 27861 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9468533113751323, + "FN": 2865, + "FP": 1653, + "IoU": 0.8990706817978733, + "TN": 2934180, + "TP": 40246, + "n_pred": 41899, + "n_ref": 43111 + }, + "10": { + "Dice": 0.6876983671752515, + "FN": 1289, + "FP": 6878, + "IoU": 0.5240398624628475, + "TN": 2961785, + "TP": 8992, + "n_pred": 15870, + "n_ref": 10281 + }, + "11": { + "Dice": 0.649482163406214, + "FN": 1340, + "FP": 183, + "IoU": 0.4809134287661895, + "TN": 2976010, + "TP": 1411, + "n_pred": 1594, + "n_ref": 2751 + }, + "12": { + "Dice": 0.6858988159311087, + "FN": 1238, + "FP": 221, + "IoU": 0.5219528178243774, + "TN": 2975892, + "TP": 1593, + "n_pred": 1814, + "n_ref": 2831 + }, + "13": { + "Dice": 0.49087070298560725, + "FN": 22063, + "FP": 12179, + "IoU": 0.3252674929555262, + "TN": 2928195, + "TP": 16507, + "n_pred": 28686, + "n_ref": 38570 + }, + "14": { + "Dice": 0.8592475973400381, + "FN": 2567, + "FP": 9413, + "IoU": 0.753228829793808, + "TN": 2930397, + "TP": 36567, + "n_pred": 45980, + "n_ref": 39134 + }, + "15": { + "Dice": 0.6945503667857936, + "FN": 13347, + "FP": 4516, + "IoU": 0.5320391910300744, + "TN": 2940772, + "TP": 20309, + "n_pred": 24825, + "n_ref": 33656 + }, + "2": { + "Dice": 0.9579781812355065, + "FN": 2000, + "FP": 7441, + "IoU": 0.9193456067660501, + "TN": 2861889, + "TP": 107614, + "n_pred": 115055, + "n_ref": 109614 + }, + "3": { + "Dice": 0.9172743516685179, + "FN": 1247, + "FP": 466, + "IoU": 0.8471900089206066, + "TN": 2967734, + "TP": 9497, + "n_pred": 9963, + "n_ref": 10744 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2869, + "IoU": 0.0, + "TN": 2976075, + "TP": 0, + "n_pred": 2869, + "n_ref": 0 + }, + "5": { + "Dice": 0.7634187394800823, + "FN": 1936, + "FP": 594, + "IoU": 0.617362371445856, + "TN": 2972332, + "TP": 4082, + "n_pred": 4676, + "n_ref": 6018 + }, + "6": { + "Dice": 0.8966299471680192, + "FN": 8962, + "FP": 39796, + "IoU": 0.8126284965471656, + "TN": 2718723, + "TP": 211463, + "n_pred": 251259, + "n_ref": 220425 + }, + "7": { + "Dice": 0.9055611453128464, + "FN": 13718, + "FP": 13971, + "IoU": 0.8274205008663567, + "TN": 2818502, + "TP": 132753, + "n_pred": 146724, + "n_ref": 146471 + }, + "8": { + "Dice": 0.9478605167259873, + "FN": 6558, + "FP": 2041, + "IoU": 0.9008886481253098, + "TN": 2892183, + "TP": 78162, + "n_pred": 80203, + "n_ref": 84720 + }, + "9": { + "Dice": 0.6309273634401223, + "FN": 18438, + "FP": 7379, + "IoU": 0.46084287026981874, + "TN": 2931060, + "TP": 22067, + "n_pred": 29446, + "n_ref": 40505 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9774903741731662, + "FN": 327, + "FP": 129, + "IoU": 0.955971806507676, + "TN": 2968587, + "TP": 9901, + "n_pred": 10030, + "n_ref": 10228 + }, + "10": { + "Dice": 0.8689024390243902, + "FN": 3247, + "FP": 1741, + "IoU": 0.7681940700808625, + "TN": 2957426, + "TP": 16530, + "n_pred": 18271, + "n_ref": 19777 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8766368022053757, + "FN": 38, + "FP": 499, + "IoU": 0.7803680981595092, + "TN": 2976499, + "TP": 1908, + "n_pred": 2407, + "n_ref": 1946 + }, + "13": { + "Dice": 0.7455182072829132, + "FN": 3285, + "FP": 3983, + "IoU": 0.5942838003795914, + "TN": 2961030, + "TP": 10646, + "n_pred": 14629, + "n_ref": 13931 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9717823807408411, + "FN": 3166, + "FP": 8077, + "IoU": 0.9451135270770988, + "TN": 2774103, + "TP": 193598, + "n_pred": 201675, + "n_ref": 196764 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9277144797404361, + "FN": 8328, + "FP": 1252, + "IoU": 0.8651748645415523, + "TN": 2907889, + "TP": 61475, + "n_pred": 62727, + "n_ref": 69803 + }, + "5": { + "Dice": 0.849748778305458, + "FN": 387, + "FP": 1796, + "IoU": 0.738750598372427, + "TN": 2970588, + "TP": 6173, + "n_pred": 7969, + "n_ref": 6560 + }, + "6": { + "Dice": 0.9864198674406158, + "FN": 7560, + "FP": 2996, + "IoU": 0.9732036330958993, + "TN": 2585010, + "TP": 383378, + "n_pred": 386374, + "n_ref": 390938 + }, + "7": { + "Dice": 0.9499571060909351, + "FN": 2237, + "FP": 3888, + "IoU": 0.9046840958605664, + "TN": 2914684, + "TP": 58135, + "n_pred": 62023, + "n_ref": 60372 + }, + "8": { + "Dice": 0.9755884571111023, + "FN": 621, + "FP": 1839, + "IoU": 0.9523403595784253, + "TN": 2927328, + "TP": 49156, + "n_pred": 50995, + "n_ref": 49777 + }, + "9": { + "Dice": 0.9658563638044182, + "FN": 985, + "FP": 862, + "IoU": 0.9339673232991312, + "TN": 2950973, + "TP": 26124, + "n_pred": 26986, + "n_ref": 27109 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.981999267036023, + "FN": 2208, + "FP": 1132, + "IoU": 0.9646351276947186, + "TN": 2008340, + "TP": 91104, + "n_pred": 92236, + "n_ref": 93312 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9784121432348799, + "FN": 2271, + "FP": 5975, + "IoU": 0.957736661370509, + "TN": 1907674, + "TP": 186864, + "n_pred": 192839, + "n_ref": 189135 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 753, + "IoU": 0.0, + "TN": 2102031, + "TP": 0, + "n_pred": 753, + "n_ref": 0 + }, + "2": { + "Dice": 0.9693423126522425, + "FN": 3712, + "FP": 1637, + "IoU": 0.9405084971972596, + "TN": 2012872, + "TP": 84563, + "n_pred": 86200, + "n_ref": 88275 + }, + "3": { + "Dice": 0.966829681911279, + "FN": 1331, + "FP": 4224, + "IoU": 0.9357892546698724, + "TN": 2016272, + "TP": 80957, + "n_pred": 85181, + "n_ref": 82288 + }, + "4": { + "Dice": 0.9675982731197456, + "FN": 242, + "FP": 471, + "IoU": 0.9372303899991197, + "TN": 2091425, + "TP": 10646, + "n_pred": 11117, + "n_ref": 10888 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9791876330724941, + "FN": 4164, + "FP": 7996, + "IoU": 0.9592239130288988, + "TN": 1804570, + "TP": 286054, + "n_pred": 294050, + "n_ref": 290218 + }, + "7": { + "Dice": 0.981139954596187, + "FN": 3605, + "FP": 1363, + "IoU": 0.9629781430945443, + "TN": 1968593, + "TP": 129223, + "n_pred": 130586, + "n_ref": 132828 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.4635416666666667, + "FN": 191, + "FP": 15, + "IoU": 0.3016949152542373, + "TN": 2102489, + "TP": 89, + "n_pred": 104, + "n_ref": 280 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8743587094997073, + "FN": 785, + "FP": 13811, + "IoU": 0.776764957787838, + "TN": 2563096, + "TP": 50788, + "n_pred": 64599, + "n_ref": 51573 + }, + "10": { + "Dice": 0.7800373565027597, + "FN": 7741, + "FP": 2740, + "IoU": 0.6393944606915534, + "TN": 2599415, + "TP": 18584, + "n_pred": 21324, + "n_ref": 26325 + }, + "11": { + "Dice": 0.7325227963525835, + "FN": 511, + "FP": 369, + "IoU": 0.5779376498800959, + "TN": 2626395, + "TP": 1205, + "n_pred": 1574, + "n_ref": 1716 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5651234857733121, + "FN": 1952, + "FP": 2679, + "IoU": 0.393848167539267, + "TN": 2620840, + "TP": 3009, + "n_pred": 5688, + "n_ref": 4961 + }, + "14": { + "Dice": 0.276900438815461, + "FN": 4995, + "FP": 77562, + "IoU": 0.16069903623276807, + "TN": 2530116, + "TP": 15807, + "n_pred": 93369, + "n_ref": 20802 + }, + "15": { + "Dice": 0.880308124163593, + "FN": 347, + "FP": 10654, + "IoU": 0.7862056902985075, + "TN": 2577024, + "TP": 40455, + "n_pred": 51109, + "n_ref": 40802 + }, + "2": { + "Dice": 0.9596266323615203, + "FN": 1856, + "FP": 843, + "IoU": 0.9223867721063983, + "TN": 2593705, + "TP": 32076, + "n_pred": 32919, + "n_ref": 33932 + }, + "3": { + "Dice": 0.9616528347359624, + "FN": 3122, + "FP": 2797, + "IoU": 0.9261380652890087, + "TN": 2548344, + "TP": 74217, + "n_pred": 77014, + "n_ref": 77339 + }, + "4": { + "Dice": 0.8445551128818061, + "FN": 415, + "FP": 4267, + "IoU": 0.7309350037354175, + "TN": 2611079, + "TP": 12719, + "n_pred": 16986, + "n_ref": 13134 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9649702056751363, + "FN": 9832, + "FP": 2613, + "IoU": 0.9323115247175794, + "TN": 2444623, + "TP": 171412, + "n_pred": 174025, + "n_ref": 181244 + }, + "7": { + "Dice": 0.9301759133964818, + "FN": 851, + "FP": 3277, + "IoU": 0.8694662281811283, + "TN": 2596856, + "TP": 27496, + "n_pred": 30773, + "n_ref": 28347 + }, + "8": { + "Dice": 0.8125, + "FN": 21, + "FP": 117, + "IoU": 0.6842105263157895, + "TN": 2628043, + "TP": 299, + "n_pred": 416, + "n_ref": 320 + }, + "9": { + "Dice": 0.8967730433232305, + "FN": 635, + "FP": 1681, + "IoU": 0.812863606981254, + "TN": 2616104, + "TP": 10060, + "n_pred": 11741, + "n_ref": 10695 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9856704906435101, + "FN": 1755, + "FP": 311, + "IoU": 0.9717458494023686, + "TN": 3081054, + "TP": 71056, + "n_pred": 71367, + "n_ref": 72811 + }, + "10": { + "Dice": 0.8412916275373835, + "FN": 860, + "FP": 1337, + "IoU": 0.7260598503740648, + "TN": 3146156, + "TP": 5823, + "n_pred": 7160, + "n_ref": 6683 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9398918578403066, + "FN": 1229, + "FP": 1061, + "IoU": 0.8865999801921363, + "TN": 3133982, + "TP": 17904, + "n_pred": 18965, + "n_ref": 19133 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9476190476190476, + "FN": 19, + "FP": 3, + "IoU": 0.9004524886877828, + "TN": 3153955, + "TP": 199, + "n_pred": 202, + "n_ref": 218 + }, + "4": { + "Dice": 0.9491036472285185, + "FN": 931, + "FP": 798, + "IoU": 0.9031372549019608, + "TN": 3136326, + "TP": 16121, + "n_pred": 16919, + "n_ref": 17052 + }, + "5": { + "Dice": 0.8684485184008712, + "FN": 1593, + "FP": 1306, + "IoU": 0.7674847609881296, + "TN": 3141708, + "TP": 9569, + "n_pred": 10875, + "n_ref": 11162 + }, + "6": { + "Dice": 0.9735492700549216, + "FN": 9424, + "FP": 3931, + "IoU": 0.9484617640702664, + "TN": 2895048, + "TP": 245773, + "n_pred": 249704, + "n_ref": 255197 + }, + "7": { + "Dice": 0.9723823558606366, + "FN": 2735, + "FP": 882, + "IoU": 0.9462491826665874, + "TN": 3086884, + "TP": 63675, + "n_pred": 64557, + "n_ref": 66410 + }, + "8": { + "Dice": 0.964377809558993, + "FN": 8261, + "FP": 1478, + "IoU": 0.9312062047920434, + "TN": 3012608, + "TP": 131829, + "n_pred": 133307, + "n_ref": 140090 + }, + "9": { + "Dice": 0.9320426037799937, + "FN": 2657, + "FP": 144, + "IoU": 0.8727338815938934, + "TN": 3132167, + "TP": 19208, + "n_pred": 19352, + "n_ref": 21865 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9706091417622152, + "FN": 1560, + "FP": 2244, + "IoU": 0.942896601417077, + "TN": 4138952, + "TP": 62812, + "n_pred": 65056, + "n_ref": 64372 + }, + "10": { + "Dice": 0.8273519824122508, + "FN": 5772, + "FP": 5615, + "IoU": 0.705541620335652, + "TN": 4166897, + "TP": 27284, + "n_pred": 32899, + "n_ref": 33056 + }, + "11": { + "Dice": 0.6292134831460674, + "FN": 115, + "FP": 50, + "IoU": 0.45901639344262296, + "TN": 4205263, + "TP": 140, + "n_pred": 190, + "n_ref": 255 + }, + "12": { + "Dice": 0.8551316984559492, + "FN": 880, + "FP": 396, + "IoU": 0.7469258230860769, + "TN": 4200526, + "TP": 3766, + "n_pred": 4162, + "n_ref": 4646 + }, + "13": { + "Dice": 0.6547878930910378, + "FN": 10866, + "FP": 18389, + "IoU": 0.4867543859649123, + "TN": 4148568, + "TP": 27745, + "n_pred": 46134, + "n_ref": 38611 + }, + "14": { + "Dice": 0.9420950801547816, + "FN": 12314, + "FP": 5284, + "IoU": 0.8905290659699543, + "TN": 4044813, + "TP": 143157, + "n_pred": 148441, + "n_ref": 155471 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 23977, + "IoU": 0.0, + "TN": 4181591, + "TP": 0, + "n_pred": 23977, + "n_ref": 0 + }, + "2": { + "Dice": 0.9817230891674483, + "FN": 2295, + "FP": 1563, + "IoU": 0.9641022778025904, + "TN": 4098096, + "TP": 103614, + "n_pred": 105177, + "n_ref": 105909 + }, + "3": { + "Dice": 0.9712255881900661, + "FN": 4392, + "FP": 4964, + "IoU": 0.9440607941262638, + "TN": 4038315, + "TP": 157897, + "n_pred": 162861, + "n_ref": 162289 + }, + "4": { + "Dice": 0.9319796588163163, + "FN": 2678, + "FP": 1094, + "IoU": 0.8726235099449566, + "TN": 4175955, + "TP": 25841, + "n_pred": 26935, + "n_ref": 28519 + }, + "5": { + "Dice": 0.8940831932317371, + "FN": 1224, + "FP": 729, + "IoU": 0.8084542958022753, + "TN": 4195372, + "TP": 8243, + "n_pred": 8972, + "n_ref": 9467 + }, + "6": { + "Dice": 0.966829332629913, + "FN": 4797, + "FP": 2245, + "IoU": 0.9357886002425481, + "TN": 4095899, + "TP": 102627, + "n_pred": 104872, + "n_ref": 107424 + }, + "7": { + "Dice": 0.9029556566904089, + "FN": 6110, + "FP": 5362, + "IoU": 0.8230803633391423, + "TN": 4140725, + "TP": 53371, + "n_pred": 58733, + "n_ref": 59481 + }, + "8": { + "Dice": 0.9675784091159552, + "FN": 1624, + "FP": 1318, + "IoU": 0.937193117287904, + "TN": 4158726, + "TP": 43900, + "n_pred": 45218, + "n_ref": 45524 + }, + "9": { + "Dice": 0.9304352748061357, + "FN": 972, + "FP": 2715, + "IoU": 0.8699195596951735, + "TN": 4177224, + "TP": 24657, + "n_pred": 27372, + "n_ref": 25629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9325509049773756, + "FN": 2892, + "FP": 1878, + "IoU": 0.8736256457808982, + "TN": 2765967, + "TP": 32975, + "n_pred": 34853, + "n_ref": 35867 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8604297073253256, + "FN": 4753, + "FP": 3497, + "IoU": 0.7550475059382423, + "TN": 2770032, + "TP": 25430, + "n_pred": 28927, + "n_ref": 30183 + }, + "14": { + "Dice": 0.9126287371262873, + "FN": 668, + "FP": 3701, + "IoU": 0.8392981939897746, + "TN": 2776525, + "TP": 22818, + "n_pred": 26519, + "n_ref": 23486 + }, + "15": { + "Dice": 0.9068940745144669, + "FN": 10980, + "FP": 4054, + "IoU": 0.8296488504640069, + "TN": 2715459, + "TP": 73219, + "n_pred": 77273, + "n_ref": 84199 + }, + "2": { + "Dice": 0.943734793187348, + "FN": 272, + "FP": 98, + "IoU": 0.8934638640944429, + "TN": 2800239, + "TP": 3103, + "n_pred": 3201, + "n_ref": 3375 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9437381064011694, + "FN": 1156, + "FP": 2924, + "IoU": 0.8934698033891224, + "TN": 2765413, + "TP": 34219, + "n_pred": 37143, + "n_ref": 35375 + }, + "5": { + "Dice": 0.41437276738810674, + "FN": 2699, + "FP": 88, + "IoU": 0.26133050622846543, + "TN": 2799939, + "TP": 986, + "n_pred": 1074, + "n_ref": 3685 + }, + "6": { + "Dice": 0.9768943301610291, + "FN": 2571, + "FP": 4193, + "IoU": 0.9548322905050316, + "TN": 2653959, + "TP": 142989, + "n_pred": 147182, + "n_ref": 145560 + }, + "7": { + "Dice": 0.9641779687809793, + "FN": 3889, + "FP": 2796, + "IoU": 0.9308336178622053, + "TN": 2707061, + "TP": 89966, + "n_pred": 92762, + "n_ref": 93855 + }, + "8": { + "Dice": 0.8197064989517819, + "FN": 13, + "FP": 159, + "IoU": 0.69449378330373, + "TN": 2803149, + "TP": 391, + "n_pred": 550, + "n_ref": 404 + }, + "9": { + "Dice": 0.8732106339468303, + "FN": 53, + "FP": 71, + "IoU": 0.7749546279491834, + "TN": 2803161, + "TP": 427, + "n_pred": 498, + "n_ref": 480 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9680020017820743, + "FN": 7387, + "FP": 3099, + "IoU": 0.9379882552617729, + "TN": 7891575, + "TP": 158611, + "n_pred": 161710, + "n_ref": 165998 + }, + "10": { + "Dice": 0.8154452567603276, + "FN": 7032, + "FP": 9730, + "IoU": 0.6883981187143309, + "TN": 8006879, + "TP": 37031, + "n_pred": 46761, + "n_ref": 44063 + }, + "11": { + "Dice": 0.2941302945603096, + "FN": 1842, + "FP": 1441, + "IoU": 0.17242248550541972, + "TN": 8056705, + "TP": 684, + "n_pred": 2125, + "n_ref": 2526 + }, + "12": { + "Dice": 0.26118067978533094, + "FN": 184, + "FP": 229, + "IoU": 0.15020576131687244, + "TN": 8060186, + "TP": 73, + "n_pred": 302, + "n_ref": 257 + }, + "13": { + "Dice": 0.6016698585492054, + "FN": 14297, + "FP": 33125, + "IoU": 0.4302774006751805, + "TN": 7977435, + "TP": 35815, + "n_pred": 68940, + "n_ref": 50112 + }, + "14": { + "Dice": 0.8837416633805956, + "FN": 5919, + "FP": 862, + "IoU": 0.7916999447072557, + "TN": 8028118, + "TP": 25773, + "n_pred": 26635, + "n_ref": 31692 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 8060672, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.955954469576238, + "FN": 6754, + "FP": 11874, + "IoU": 0.9156252689365287, + "TN": 7839895, + "TP": 202149, + "n_pred": 214023, + "n_ref": 208903 + }, + "3": { + "Dice": 0.9526557183015238, + "FN": 1161, + "FP": 3319, + "IoU": 0.9095917502472101, + "TN": 8011119, + "TP": 45073, + "n_pred": 48392, + "n_ref": 46234 + }, + "4": { + "Dice": 0.7837725019566919, + "FN": 438, + "FP": 7850, + "IoU": 0.6444291904414604, + "TN": 8037363, + "TP": 15021, + "n_pred": 22871, + "n_ref": 15459 + }, + "5": { + "Dice": 0.8347968143761486, + "FN": 3195, + "FP": 850, + "IoU": 0.7164388363126534, + "TN": 8046407, + "TP": 10220, + "n_pred": 11070, + "n_ref": 13415 + }, + "6": { + "Dice": 0.9043096737146765, + "FN": 452555, + "FP": 118029, + "IoU": 0.8253332643544665, + "TN": 4793971, + "TP": 2696117, + "n_pred": 2814146, + "n_ref": 3148672 + }, + "7": { + "Dice": 0.780843925719416, + "FN": 66256, + "FP": 17228, + "IoU": 0.6404790511995659, + "TN": 7828463, + "TP": 148725, + "n_pred": 165953, + "n_ref": 214981 + }, + "8": { + "Dice": 0.9589286009899515, + "FN": 573, + "FP": 1908, + "IoU": 0.9210978247042361, + "TN": 8029228, + "TP": 28963, + "n_pred": 30871, + "n_ref": 29536 + }, + "9": { + "Dice": 0.8754895401222178, + "FN": 10258, + "FP": 3699, + "IoU": 0.7785517088185828, + "TN": 7997646, + "TP": 49069, + "n_pred": 52768, + "n_ref": 59327 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.28934059333036216, + "FN": 33643, + "FP": 3032, + "IoU": 0.16913980199814233, + "TN": 3810963, + "TP": 7466, + "n_pred": 10498, + "n_ref": 41109 + }, + "10": { + "Dice": 0.4789735667696533, + "FN": 8623, + "FP": 3519, + "IoU": 0.314901540371269, + "TN": 3837381, + "TP": 5581, + "n_pred": 9100, + "n_ref": 14204 + }, + "11": { + "Dice": 0.21876675603217158, + "FN": 1316, + "FP": 141, + "IoU": 0.12281757977122215, + "TN": 3853443, + "TP": 204, + "n_pred": 345, + "n_ref": 1520 + }, + "12": { + "Dice": 0.5770609318996416, + "FN": 653, + "FP": 527, + "IoU": 0.40554156171284633, + "TN": 3853119, + "TP": 805, + "n_pred": 1332, + "n_ref": 1458 + }, + "13": { + "Dice": 0.6987871369756314, + "FN": 6019, + "FP": 4809, + "IoU": 0.5370275354882846, + "TN": 3831716, + "TP": 12560, + "n_pred": 17369, + "n_ref": 18579 + }, + "14": { + "Dice": 0.2173130609325612, + "FN": 134176, + "FP": 1520, + "IoU": 0.12190197626412311, + "TN": 3700570, + "TP": 18838, + "n_pred": 20358, + "n_ref": 153014 + }, + "15": { + "Dice": 0.5652426861702128, + "FN": 9121, + "FP": 1341, + "IoU": 0.393963969182645, + "TN": 3837841, + "TP": 6801, + "n_pred": 8142, + "n_ref": 15922 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 261, + "IoU": 0.0, + "TN": 3854843, + "TP": 0, + "n_pred": 261, + "n_ref": 0 + }, + "3": { + "Dice": 0.908430606756098, + "FN": 5343, + "FP": 11374, + "IoU": 0.8322243298306888, + "TN": 3755465, + "TP": 82922, + "n_pred": 94296, + "n_ref": 88265 + }, + "4": { + "Dice": 0.8634772462077013, + "FN": 485, + "FP": 3259, + "IoU": 0.7597535934291582, + "TN": 3839520, + "TP": 11840, + "n_pred": 15099, + "n_ref": 12325 + }, + "5": { + "Dice": 0.6800247882668871, + "FN": 5775, + "FP": 421, + "IoU": 0.5151799687010955, + "TN": 3842324, + "TP": 6584, + "n_pred": 7005, + "n_ref": 12359 + }, + "6": { + "Dice": 0.892472092849429, + "FN": 4413, + "FP": 37306, + "IoU": 0.8058235707536852, + "TN": 3640253, + "TP": 173132, + "n_pred": 210438, + "n_ref": 177545 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1861, + "IoU": 0.0, + "TN": 3853243, + "TP": 0, + "n_pred": 1861, + "n_ref": 0 + }, + "8": { + "Dice": 0.965039971363799, + "FN": 1648, + "FP": 110, + "IoU": 0.9324417800322804, + "TN": 3829082, + "TP": 24264, + "n_pred": 24374, + "n_ref": 25912 + }, + "9": { + "Dice": 0.8539333907550962, + "FN": 1977, + "FP": 2093, + "IoU": 0.7450992672386798, + "TN": 3839137, + "TP": 11897, + "n_pred": 13990, + "n_ref": 13874 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9473684210526315, + "FN": 6, + "FP": 0, + "IoU": 0.9, + "TN": 3329348, + "TP": 54, + "n_pred": 54, + "n_ref": 60 + }, + "10": { + "Dice": 0.9069983461338046, + "FN": 1945, + "FP": 2160, + "IoU": 0.8298233977282149, + "TN": 3305286, + "TP": 20017, + "n_pred": 22177, + "n_ref": 21962 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8780914861019917, + "FN": 392, + "FP": 165, + "IoU": 0.7826765509168943, + "TN": 3326845, + "TP": 2006, + "n_pred": 2171, + "n_ref": 2398 + }, + "13": { + "Dice": 0.8535886880257741, + "FN": 662, + "FP": 974, + "IoU": 0.7445745511319282, + "TN": 3323003, + "TP": 4769, + "n_pred": 5743, + "n_ref": 5431 + }, + "14": { + "Dice": 0.9772153227829272, + "FN": 3696, + "FP": 4116, + "IoU": 0.9554457986620052, + "TN": 3154071, + "TP": 167525, + "n_pred": 171641, + "n_ref": 171221 + }, + "15": { + "Dice": 0.9068560502594919, + "FN": 137, + "FP": 545, + "IoU": 0.8295852073963018, + "TN": 3325406, + "TP": 3320, + "n_pred": 3865, + "n_ref": 3457 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9419756580809511, + "FN": 582, + "FP": 1058, + "IoU": 0.8903156768325308, + "TN": 3314456, + "TP": 13312, + "n_pred": 14370, + "n_ref": 13894 + }, + "5": { + "Dice": 0.8584651948214398, + "FN": 1862, + "FP": 401, + "IoU": 0.7520271751040982, + "TN": 3320282, + "TP": 6863, + "n_pred": 7264, + "n_ref": 8725 + }, + "6": { + "Dice": 0.9544475880353743, + "FN": 4467, + "FP": 10893, + "IoU": 0.9128644122602495, + "TN": 3153131, + "TP": 160917, + "n_pred": 171810, + "n_ref": 165384 + }, + "7": { + "Dice": 0.6648172000396314, + "FN": 1606, + "FP": 45756, + "IoU": 0.497922232116355, + "TN": 3235076, + "TP": 46970, + "n_pred": 92726, + "n_ref": 48576 + }, + "8": { + "Dice": 0.9534574120963742, + "FN": 1022, + "FP": 761, + "IoU": 0.911054574478699, + "TN": 3309362, + "TP": 18263, + "n_pred": 19024, + "n_ref": 19285 + }, + "9": { + "Dice": 0.9332861554297478, + "FN": 1639, + "FP": 435, + "IoU": 0.8749170737591219, + "TN": 3312827, + "TP": 14507, + "n_pred": 14942, + "n_ref": 16146 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9840064097625615, + "FN": 1315, + "FP": 761, + "IoU": 0.968516356026024, + "TN": 2387309, + "TP": 63863, + "n_pred": 64624, + "n_ref": 65178 + }, + "10": { + "Dice": 0.9020788260746873, + "FN": 5819, + "FP": 4591, + "IoU": 0.8216244002741604, + "TN": 2394888, + "TP": 47950, + "n_pred": 52541, + "n_ref": 53769 + }, + "11": { + "Dice": 0.7879272436538077, + "FN": 527, + "FP": 534, + "IoU": 0.650065963060686, + "TN": 2450216, + "TP": 1971, + "n_pred": 2505, + "n_ref": 2498 + }, + "12": { + "Dice": 0.8270181219110379, + "FN": 27, + "FP": 78, + "IoU": 0.7050561797752809, + "TN": 2452892, + "TP": 251, + "n_pred": 329, + "n_ref": 278 + }, + "13": { + "Dice": 0.9240656596667894, + "FN": 2264, + "FP": 5156, + "IoU": 0.8588494901841425, + "TN": 2400680, + "TP": 45148, + "n_pred": 50304, + "n_ref": 47412 + }, + "14": { + "Dice": 0.974073473240226, + "FN": 1738, + "FP": 1778, + "IoU": 0.949457342054194, + "TN": 2383683, + "TP": 66049, + "n_pred": 67827, + "n_ref": 67787 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9719316855839609, + "FN": 1412, + "FP": 2557, + "IoU": 0.9453960130422221, + "TN": 2380561, + "TP": 68718, + "n_pred": 71275, + "n_ref": 70130 + }, + "3": { + "Dice": 0.9681496203434745, + "FN": 1258, + "FP": 617, + "IoU": 0.9382655077044646, + "TN": 2422876, + "TP": 28497, + "n_pred": 29114, + "n_ref": 29755 + }, + "4": { + "Dice": 0.5709487825356843, + "FN": 480, + "FP": 31, + "IoU": 0.399529964747356, + "TN": 2452397, + "TP": 340, + "n_pred": 371, + "n_ref": 820 + }, + "5": { + "Dice": 0.8818082475412664, + "FN": 1462, + "FP": 593, + "IoU": 0.7886019956794569, + "TN": 2443527, + "TP": 7666, + "n_pred": 8259, + "n_ref": 9128 + }, + "6": { + "Dice": 0.9595805824625279, + "FN": 4389, + "FP": 5780, + "IoU": 0.9223016855392044, + "TN": 2322370, + "TP": 120709, + "n_pred": 126489, + "n_ref": 125098 + }, + "7": { + "Dice": 0.965297299074485, + "FN": 2611, + "FP": 1611, + "IoU": 0.9329223729782975, + "TN": 2390306, + "TP": 58720, + "n_pred": 60331, + "n_ref": 61331 + }, + "8": { + "Dice": 0.9580425333534437, + "FN": 4763, + "FP": 1357, + "IoU": 0.9194641470700478, + "TN": 2377257, + "TP": 69871, + "n_pred": 71228, + "n_ref": 74634 + }, + "9": { + "Dice": 0.874208553266716, + "FN": 3862, + "FP": 6171, + "IoU": 0.7765279757662152, + "TN": 2408352, + "TP": 34863, + "n_pred": 41034, + "n_ref": 38725 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9781239386872552, + "FN": 2466, + "FP": 2365, + "IoU": 0.9571845116233726, + "TN": 2690879, + "TP": 108002, + "n_pred": 110367, + "n_ref": 110468 + }, + "10": { + "Dice": 0.7828491424571229, + "FN": 12007, + "FP": 401, + "IoU": 0.6431816874676483, + "TN": 2768938, + "TP": 22366, + "n_pred": 22767, + "n_ref": 34373 + }, + "11": { + "Dice": 0.689784442361762, + "FN": 302, + "FP": 360, + "IoU": 0.5264663805436338, + "TN": 2802314, + "TP": 736, + "n_pred": 1096, + "n_ref": 1038 + }, + "12": { + "Dice": 0.4709418837675351, + "FN": 1838, + "FP": 274, + "IoU": 0.30799475753604194, + "TN": 2800660, + "TP": 940, + "n_pred": 1214, + "n_ref": 2778 + }, + "13": { + "Dice": 0.7725239616613419, + "FN": 12938, + "FP": 3438, + "IoU": 0.629359708485164, + "TN": 2759529, + "TP": 27807, + "n_pred": 31245, + "n_ref": 40745 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 108, + "IoU": 0.0, + "TN": 2803604, + "TP": 0, + "n_pred": 108, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9758245050473108, + "FN": 887, + "FP": 2018, + "IoU": 0.9527903272987291, + "TN": 2742178, + "TP": 58629, + "n_pred": 60647, + "n_ref": 59516 + }, + "3": { + "Dice": 0.9704453404937451, + "FN": 1586, + "FP": 1705, + "IoU": 0.9425874882244164, + "TN": 2746390, + "TP": 54031, + "n_pred": 55736, + "n_ref": 55617 + }, + "4": { + "Dice": 0.9034446210916799, + "FN": 635, + "FP": 1187, + "IoU": 0.8238932920935628, + "TN": 2793366, + "TP": 8524, + "n_pred": 9711, + "n_ref": 9159 + }, + "5": { + "Dice": 0.8809467455621302, + "FN": 206, + "FP": 297, + "IoU": 0.7872250423011844, + "TN": 2801348, + "TP": 1861, + "n_pred": 2158, + "n_ref": 2067 + }, + "6": { + "Dice": 0.9485342332496667, + "FN": 6657, + "FP": 14770, + "IoU": 0.9021066241473678, + "TN": 2584831, + "TP": 197454, + "n_pred": 212224, + "n_ref": 204111 + }, + "7": { + "Dice": 0.8529946944931258, + "FN": 117305, + "FP": 5414, + "IoU": 0.7436710975945994, + "TN": 2324956, + "TP": 356037, + "n_pred": 361451, + "n_ref": 473342 + }, + "8": { + "Dice": 0.9437165318445938, + "FN": 1039, + "FP": 937, + "IoU": 0.893431129328012, + "TN": 2785170, + "TP": 16566, + "n_pred": 17503, + "n_ref": 17605 + }, + "9": { + "Dice": 0.300169014084507, + "FN": 14676, + "FP": 3957, + "IoU": 0.17658756462945777, + "TN": 2781083, + "TP": 3996, + "n_pred": 7953, + "n_ref": 18672 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9052132701421801, + "FN": 0, + "FP": 40, + "IoU": 0.8268398268398268, + "TN": 2102553, + "TP": 191, + "n_pred": 231, + "n_ref": 191 + }, + "10": { + "Dice": 0.92105986980838, + "FN": 790, + "FP": 932, + "IoU": 0.8536709721278042, + "TN": 2091016, + "TP": 10046, + "n_pred": 10978, + "n_ref": 10836 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9240140525838622, + "FN": 1344, + "FP": 1338, + "IoU": 0.8587603349307494, + "TN": 2083795, + "TP": 16307, + "n_pred": 17645, + "n_ref": 17651 + }, + "14": { + "Dice": 0.9002219041741619, + "FN": 3916, + "FP": 3683, + "IoU": 0.8185486759473722, + "TN": 2060905, + "TP": 34280, + "n_pred": 37963, + "n_ref": 38196 + }, + "15": { + "Dice": 0.9494612604395679, + "FN": 6237, + "FP": 1188, + "IoU": 0.9037851006206995, + "TN": 2025613, + "TP": 69746, + "n_pred": 70934, + "n_ref": 75983 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8850267379679144, + "FN": 1520, + "FP": 1920, + "IoU": 0.7937649880095923, + "TN": 2086104, + "TP": 13240, + "n_pred": 15160, + "n_ref": 14760 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9760908967670996, + "FN": 7095, + "FP": 2429, + "IoU": 0.9532983872154089, + "TN": 1898851, + "TP": 194409, + "n_pred": 196838, + "n_ref": 201504 + }, + "7": { + "Dice": 0.9069566291857161, + "FN": 149, + "FP": 604, + "IoU": 0.8297535609314944, + "TN": 2098361, + "TP": 3670, + "n_pred": 4274, + "n_ref": 3819 + }, + "8": { + "Dice": 0.7261995207761089, + "FN": 4496, + "FP": 189, + "IoU": 0.570104606349789, + "TN": 2091886, + "TP": 6213, + "n_pred": 6402, + "n_ref": 10709 + }, + "9": { + "Dice": 0.95656836461126, + "FN": 133, + "FP": 29, + "IoU": 0.9167523124357657, + "TN": 2100838, + "TP": 1784, + "n_pred": 1813, + "n_ref": 1917 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.962436234348431, + "FN": 362, + "FP": 367, + "IoU": 0.9275923718712753, + "TN": 2793644, + "TP": 9339, + "n_pred": 9706, + "n_ref": 9701 + }, + "10": { + "Dice": 0.9153866642990323, + "FN": 1483, + "FP": 423, + "IoU": 0.8439751146037983, + "TN": 2791496, + "TP": 10310, + "n_pred": 10733, + "n_ref": 11793 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.604242727945212, + "FN": 3626, + "FP": 12959, + "IoU": 0.43291390275593244, + "TN": 2774466, + "TP": 12661, + "n_pred": 25620, + "n_ref": 16287 + }, + "14": { + "Dice": 0.9529411764705882, + "FN": 29, + "FP": 107, + "IoU": 0.9101123595505618, + "TN": 2802199, + "TP": 1377, + "n_pred": 1484, + "n_ref": 1406 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9751645011376714, + "FN": 3032, + "FP": 2622, + "IoU": 0.9515327115622, + "TN": 2687056, + "TP": 111002, + "n_pred": 113624, + "n_ref": 114034 + }, + "3": { + "Dice": 0.9776875498045763, + "FN": 2069, + "FP": 2635, + "IoU": 0.956349059054972, + "TN": 2695948, + "TP": 103060, + "n_pred": 105695, + "n_ref": 105129 + }, + "4": { + "Dice": 0.9672548084565252, + "FN": 424, + "FP": 400, + "IoU": 0.936586116669232, + "TN": 2790718, + "TP": 12170, + "n_pred": 12570, + "n_ref": 12594 + }, + "5": { + "Dice": 0.919052488070893, + "FN": 687, + "FP": 263, + "IoU": 0.8502285984549898, + "TN": 2797369, + "TP": 5393, + "n_pred": 5656, + "n_ref": 6080 + }, + "6": { + "Dice": 0.9680128373580538, + "FN": 9817, + "FP": 7346, + "IoU": 0.9380086035953059, + "TN": 2526851, + "TP": 259698, + "n_pred": 267044, + "n_ref": 269515 + }, + "7": { + "Dice": 0.3975519462455329, + "FN": 3041, + "FP": 25112, + "IoU": 0.24809037978740453, + "TN": 2766270, + "TP": 9289, + "n_pred": 34401, + "n_ref": 12330 + }, + "8": { + "Dice": 0.2154474823238433, + "FN": 2798, + "FP": 26385, + "IoU": 0.12072913528171136, + "TN": 2770522, + "TP": 4007, + "n_pred": 30392, + "n_ref": 6805 + }, + "9": { + "Dice": 0.9216821522673693, + "FN": 2932, + "FP": 6104, + "IoU": 0.8547407002539948, + "TN": 2741506, + "TP": 53170, + "n_pred": 59274, + "n_ref": 56102 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9548813892190811, + "FN": 410, + "FP": 463, + "IoU": 0.9136583918504599, + "TN": 2267905, + "TP": 9238, + "n_pred": 9701, + "n_ref": 9648 + }, + "10": { + "Dice": 0.9262743756414642, + "FN": 3755, + "FP": 555, + "IoU": 0.8626732515532898, + "TN": 2246631, + "TP": 27075, + "n_pred": 27630, + "n_ref": 30830 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.42857142857142855, + "FN": 3, + "FP": 5, + "IoU": 0.2727272727272727, + "TN": 2278005, + "TP": 3, + "n_pred": 8, + "n_ref": 6 + }, + "13": { + "Dice": 0.8748339368048139, + "FN": 2100, + "FP": 2705, + "IoU": 0.7775153956568042, + "TN": 2256419, + "TP": 16792, + "n_pred": 19497, + "n_ref": 18892 + }, + "14": { + "Dice": 0.8469249020287383, + "FN": 7916, + "FP": 3568, + "IoU": 0.7344924051510878, + "TN": 2234763, + "TP": 31769, + "n_pred": 35337, + "n_ref": 39685 + }, + "15": { + "Dice": 0.8557809009516103, + "FN": 23926, + "FP": 671, + "IoU": 0.7479169869331284, + "TN": 2180441, + "TP": 72978, + "n_pred": 73649, + "n_ref": 96904 + }, + "2": { + "Dice": 0.9877216916780355, + "FN": 566, + "FP": 271, + "IoU": 0.9757412398921833, + "TN": 2243513, + "TP": 33666, + "n_pred": 33937, + "n_ref": 34232 + }, + "3": { + "Dice": 0.9842333994080138, + "FN": 1806, + "FP": 1129, + "IoU": 0.9689562531731257, + "TN": 2183472, + "TP": 91609, + "n_pred": 92738, + "n_ref": 93415 + }, + "4": { + "Dice": 0.8570211557574897, + "FN": 543, + "FP": 3485, + "IoU": 0.7498136645962733, + "TN": 2261916, + "TP": 12072, + "n_pred": 15557, + "n_ref": 12615 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9693672160020128, + "FN": 3241, + "FP": 655, + "IoU": 0.9405553860238023, + "TN": 2212476, + "TP": 61644, + "n_pred": 62299, + "n_ref": 64885 + }, + "7": { + "Dice": 0.7989183874139626, + "FN": 4720, + "FP": 188, + "IoU": 0.6651657797789603, + "TN": 2263358, + "TP": 9750, + "n_pred": 9938, + "n_ref": 14470 + }, + "8": { + "Dice": 0.9154553940525403, + "FN": 27, + "FP": 1241, + "IoU": 0.8440919709824173, + "TN": 2269883, + "TP": 6865, + "n_pred": 8106, + "n_ref": 6892 + }, + "9": { + "Dice": 0.9598134607634291, + "FN": 812, + "FP": 584, + "IoU": 0.9227320529141528, + "TN": 2259949, + "TP": 16671, + "n_pred": 17255, + "n_ref": 17483 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9723006947035517, + "FN": 1023, + "FP": 536, + "IoU": 0.9460945333840461, + "TN": 3125255, + "TP": 27362, + "n_pred": 27898, + "n_ref": 28385 + }, + "10": { + "Dice": 0.8986917178079532, + "FN": 3596, + "FP": 5797, + "IoU": 0.8160219371266282, + "TN": 3103121, + "TP": 41662, + "n_pred": 47459, + "n_ref": 45258 + }, + "11": { + "Dice": 0.7965895249695494, + "FN": 75, + "FP": 92, + "IoU": 0.6619433198380567, + "TN": 3153682, + "TP": 327, + "n_pred": 419, + "n_ref": 402 + }, + "12": { + "Dice": 0.8163351671603893, + "FN": 698, + "FP": 170, + "IoU": 0.6896675008938148, + "TN": 3151379, + "TP": 1929, + "n_pred": 2099, + "n_ref": 2627 + }, + "13": { + "Dice": 0.8619257300385446, + "FN": 9660, + "FP": 1409, + "IoU": 0.7573545530273138, + "TN": 3108558, + "TP": 34549, + "n_pred": 35958, + "n_ref": 44209 + }, + "14": { + "Dice": 0.9577978037130054, + "FN": 2487, + "FP": 1798, + "IoU": 0.919013419013419, + "TN": 3101266, + "TP": 48625, + "n_pred": 50423, + "n_ref": 51112 + }, + "15": { + "Dice": 0.940782431545872, + "FN": 1250, + "FP": 2180, + "IoU": 0.8881862041987221, + "TN": 3123500, + "TP": 27246, + "n_pred": 29426, + "n_ref": 28496 + }, + "2": { + "Dice": 0.24619931758479918, + "FN": 236035, + "FP": 130, + "IoU": 0.14038044348674344, + "TN": 2879444, + "TP": 38567, + "n_pred": 38697, + "n_ref": 274602 + }, + "3": { + "Dice": 0.02779717837686828, + "FN": 3430, + "FP": 80090, + "IoU": 0.01409448261208301, + "TN": 3069462, + "TP": 1194, + "n_pred": 81284, + "n_ref": 4624 + }, + "4": { + "Dice": 0.0, + "FN": 2, + "FP": 736, + "IoU": 0.0, + "TN": 3153438, + "TP": 0, + "n_pred": 736, + "n_ref": 2 + }, + "5": { + "Dice": 0.888499768244322, + "FN": 1180, + "FP": 985, + "IoU": 0.7993698452414049, + "TN": 3143385, + "TP": 8626, + "n_pred": 9611, + "n_ref": 9806 + }, + "6": { + "Dice": 0.9711874120773198, + "FN": 3666, + "FP": 3523, + "IoU": 0.943988655930315, + "TN": 3025827, + "TP": 121160, + "n_pred": 124683, + "n_ref": 124826 + }, + "7": { + "Dice": 0.969419540877779, + "FN": 6395, + "FP": 3913, + "IoU": 0.9406539123626168, + "TN": 2980483, + "TP": 163385, + "n_pred": 167298, + "n_ref": 169780 + }, + "8": { + "Dice": 0.9494344588629208, + "FN": 11584, + "FP": 558, + "IoU": 0.9037365320732877, + "TN": 3028043, + "TP": 113991, + "n_pred": 114549, + "n_ref": 125575 + }, + "9": { + "Dice": 0.865076772296635, + "FN": 1503, + "FP": 149, + "IoU": 0.7622337363270005, + "TN": 3147228, + "TP": 5296, + "n_pred": 5445, + "n_ref": 6799 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9376626449018216, + "FN": 325, + "FP": 729, + "IoU": 0.8826411312771406, + "TN": 2444267, + "TP": 7927, + "n_pred": 8656, + "n_ref": 8252 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5984251968503937, + "FN": 7, + "FP": 44, + "IoU": 0.42696629213483145, + "TN": 2453159, + "TP": 38, + "n_pred": 82, + "n_ref": 45 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.8506998444790047, + "FN": 60, + "FP": 132, + "IoU": 0.7401894451962111, + "TN": 2452509, + "TP": 547, + "n_pred": 679, + "n_ref": 607 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8880503144654088, + "FN": 59, + "FP": 119, + "IoU": 0.7986425339366516, + "TN": 2452364, + "TP": 706, + "n_pred": 825, + "n_ref": 765 + }, + "4": { + "Dice": 0.7313131313131314, + "FN": 331, + "FP": 2595, + "IoU": 0.5764331210191083, + "TN": 2446340, + "TP": 3982, + "n_pred": 6577, + "n_ref": 4313 + }, + "5": { + "Dice": 0.6019359819466714, + "FN": 5054, + "FP": 1649, + "IoU": 0.4305496559340753, + "TN": 2441477, + "TP": 5068, + "n_pred": 6717, + "n_ref": 10122 + }, + "6": { + "Dice": 0.9751544565250311, + "FN": 1880, + "FP": 11246, + "IoU": 0.951513584396875, + "TN": 2182533, + "TP": 257589, + "n_pred": 268835, + "n_ref": 259469 + }, + "7": { + "Dice": 0.9755564311282873, + "FN": 12462, + "FP": 2117, + "IoU": 0.9522793258419611, + "TN": 2147741, + "TP": 290928, + "n_pred": 293045, + "n_ref": 303390 + }, + "8": { + "Dice": 0.9558866896802956, + "FN": 797, + "FP": 1746, + "IoU": 0.915500913773052, + "TN": 2423153, + "TP": 27552, + "n_pred": 29298, + "n_ref": 28349 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9837170961228535, + "FN": 517, + "FP": 1241, + "IoU": 0.9679559622325107, + "TN": 2924082, + "TP": 53104, + "n_pred": 54345, + "n_ref": 53621 + }, + "10": { + "Dice": 0.9055907927575627, + "FN": 1808, + "FP": 4131, + "IoU": 0.8274700055195654, + "TN": 2944521, + "TP": 28484, + "n_pred": 32615, + "n_ref": 30292 + }, + "11": { + "Dice": 0.7174677608440797, + "FN": 628, + "FP": 95, + "IoU": 0.5594149908592322, + "TN": 2977303, + "TP": 918, + "n_pred": 1013, + "n_ref": 1546 + }, + "12": { + "Dice": 0.680560818491853, + "FN": 367, + "FP": 476, + "IoU": 0.5157955198161975, + "TN": 2977203, + "TP": 898, + "n_pred": 1374, + "n_ref": 1265 + }, + "13": { + "Dice": 0.426959812578843, + "FN": 1532, + "FP": 14367, + "IoU": 0.2714233342498396, + "TN": 2957122, + "TP": 5923, + "n_pred": 20290, + "n_ref": 7455 + }, + "14": { + "Dice": 0.9139124755062051, + "FN": 208, + "FP": 3087, + "IoU": 0.8414722155400529, + "TN": 2958159, + "TP": 17490, + "n_pred": 20577, + "n_ref": 17698 + }, + "15": { + "Dice": 0.940610233562846, + "FN": 5438, + "FP": 3360, + "IoU": 0.8878792899106653, + "TN": 2900475, + "TP": 69671, + "n_pred": 73031, + "n_ref": 75109 + }, + "2": { + "Dice": 0.9664880333331125, + "FN": 1385, + "FP": 3674, + "IoU": 0.9351493398282271, + "TN": 2900934, + "TP": 72951, + "n_pred": 76625, + "n_ref": 74336 + }, + "3": { + "Dice": 0.8781386777240268, + "FN": 62, + "FP": 467, + "IoU": 0.7827515400410677, + "TN": 2976509, + "TP": 1906, + "n_pred": 2373, + "n_ref": 1968 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.1282051282051282, + "FN": 136, + "FP": 0, + "IoU": 0.0684931506849315, + "TN": 2978798, + "TP": 10, + "n_pred": 10, + "n_ref": 146 + }, + "6": { + "Dice": 0.950989877939863, + "FN": 6311, + "FP": 4225, + "IoU": 0.9065592961793607, + "TN": 2866188, + "TP": 102220, + "n_pred": 106445, + "n_ref": 108531 + }, + "7": { + "Dice": 0.9305134719023864, + "FN": 50579, + "FP": 7326, + "IoU": 0.8700562816415928, + "TN": 2533328, + "TP": 387711, + "n_pred": 395037, + "n_ref": 438290 + }, + "8": { + "Dice": 0.9487179487179487, + "FN": 735, + "FP": 281, + "IoU": 0.9024390243902439, + "TN": 2968530, + "TP": 9398, + "n_pred": 9679, + "n_ref": 10133 + }, + "9": { + "Dice": 0.6966381015161502, + "FN": 396, + "FP": 1905, + "IoU": 0.5344932227392272, + "TN": 2974001, + "TP": 2642, + "n_pred": 4547, + "n_ref": 3038 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.6531165311653117, + "FN": 255, + "FP": 257, + "IoU": 0.48490945674044267, + "TN": 1576094, + "TP": 482, + "n_pred": 739, + "n_ref": 737 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9823583004334502, + "FN": 124, + "FP": 515, + "IoU": 0.9653282691264243, + "TN": 1558658, + "TP": 17791, + "n_pred": 18306, + "n_ref": 17915 + }, + "15": { + "Dice": 0.8503184713375797, + "FN": 58, + "FP": 36, + "IoU": 0.739612188365651, + "TN": 1576727, + "TP": 267, + "n_pred": 303, + "n_ref": 325 + }, + "2": { + "Dice": 0.9679977666235564, + "FN": 3863, + "FP": 1754, + "IoU": 0.9379803020934546, + "TN": 1486520, + "TP": 84951, + "n_pred": 86705, + "n_ref": 88814 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9842499491505938, + "FN": 1052, + "FP": 729, + "IoU": 0.9689883336235418, + "TN": 1519658, + "TP": 55649, + "n_pred": 56378, + "n_ref": 56701 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.96781135785978, + "FN": 360, + "FP": 1375, + "IoU": 0.9376303113092243, + "TN": 1724502, + "TP": 26083, + "n_pred": 27458, + "n_ref": 26443 + }, + "10": { + "Dice": 0.8, + "FN": 0, + "FP": 6, + "IoU": 0.6666666666666666, + "TN": 1752302, + "TP": 12, + "n_pred": 18, + "n_ref": 12 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9268732654949121, + "FN": 4149, + "FP": 5337, + "IoU": 0.86371277100125, + "TN": 1682717, + "TP": 60117, + "n_pred": 65454, + "n_ref": 64266 + }, + "15": { + "Dice": 0.898968808590421, + "FN": 988, + "FP": 3754, + "IoU": 0.8164789659042533, + "TN": 1726481, + "TP": 21097, + "n_pred": 24851, + "n_ref": 22085 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9666231637321002, + "FN": 4853, + "FP": 2538, + "IoU": 0.9354023912739478, + "TN": 1637904, + "TP": 107025, + "n_pred": 109563, + "n_ref": 111878 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5120633777457688, + "FN": 1318, + "FP": 37, + "IoU": 0.3441432720232333, + "TN": 1750254, + "TP": 711, + "n_pred": 748, + "n_ref": 2029 + }, + "6": { + "Dice": 0.9183545998036942, + "FN": 749, + "FP": 166, + "IoU": 0.8490348127371721, + "TN": 1746259, + "TP": 5146, + "n_pred": 5312, + "n_ref": 5895 + }, + "7": { + "Dice": 0.9740537637203177, + "FN": 2502, + "FP": 3488, + "IoU": 0.9494198909023356, + "TN": 1633894, + "TP": 112436, + "n_pred": 115924, + "n_ref": 114938 + }, + "8": { + "Dice": 0.9611472974517198, + "FN": 270, + "FP": 1090, + "IoU": 0.9252007479925201, + "TN": 1734138, + "TP": 16822, + "n_pred": 17912, + "n_ref": 17092 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9760541738621993, + "FN": 1113, + "FP": 648, + "IoU": 0.9532283339087939, + "TN": 2065133, + "TP": 35890, + "n_pred": 36538, + "n_ref": 37003 + }, + "10": { + "Dice": 0.9204211002943175, + "FN": 2000, + "FP": 3624, + "IoU": 0.8525741847541155, + "TN": 2064636, + "TP": 32524, + "n_pred": 36148, + "n_ref": 34524 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8640483383685801, + "FN": 78, + "FP": 102, + "IoU": 0.7606382978723404, + "TN": 2102032, + "TP": 572, + "n_pred": 674, + "n_ref": 650 + }, + "13": { + "Dice": 0.713089802130898, + "FN": 3445, + "FP": 325, + "IoU": 0.5541099940863394, + "TN": 2094329, + "TP": 4685, + "n_pred": 5010, + "n_ref": 8130 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9627069834413247, + "FN": 226, + "FP": 33, + "IoU": 0.9280955024986118, + "TN": 2099182, + "TP": 3343, + "n_pred": 3376, + "n_ref": 3569 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8731397648038297, + "FN": 378, + "FP": 2060, + "IoU": 0.7748429996305873, + "TN": 2091956, + "TP": 8390, + "n_pred": 10450, + "n_ref": 8768 + }, + "5": { + "Dice": 0.73501303214596, + "FN": 539, + "FP": 71, + "IoU": 0.5810439560439561, + "TN": 2101328, + "TP": 846, + "n_pred": 917, + "n_ref": 1385 + }, + "6": { + "Dice": 0.9874457216625385, + "FN": 5307, + "FP": 2823, + "IoU": 0.9752027548427831, + "TN": 1774925, + "TP": 319729, + "n_pred": 322552, + "n_ref": 325036 + }, + "7": { + "Dice": 0.9627795658991499, + "FN": 2975, + "FP": 3339, + "IoU": 0.928230426479949, + "TN": 2014808, + "TP": 81662, + "n_pred": 85001, + "n_ref": 84637 + }, + "8": { + "Dice": 0.9407669915200607, + "FN": 180, + "FP": 756, + "IoU": 0.8881586808459792, + "TN": 2094415, + "TP": 7433, + "n_pred": 8189, + "n_ref": 7613 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9558559262442379, + "FN": 938, + "FP": 192, + "IoU": 0.915444477701287, + "TN": 2264652, + "TP": 12234, + "n_pred": 12426, + "n_ref": 13172 + }, + "10": { + "Dice": 0.8961524984231551, + "FN": 2982, + "FP": 4427, + "IoU": 0.8118444777408131, + "TN": 2238639, + "TP": 31968, + "n_pred": 36395, + "n_ref": 34950 + }, + "11": { + "Dice": 0.8657347586044872, + "FN": 618, + "FP": 525, + "IoU": 0.7632560066280033, + "TN": 2273188, + "TP": 3685, + "n_pred": 4210, + "n_ref": 4303 + }, + "12": { + "Dice": 0.8395615346287992, + "FN": 612, + "FP": 676, + "IoU": 0.7234864748819235, + "TN": 2273358, + "TP": 3370, + "n_pred": 4046, + "n_ref": 3982 + }, + "13": { + "Dice": 0.8291603586817282, + "FN": 1403, + "FP": 64, + "IoU": 0.7081758504077978, + "TN": 2272989, + "TP": 3560, + "n_pred": 3624, + "n_ref": 4963 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9621758511914459, + "FN": 2228, + "FP": 2880, + "IoU": 0.9271087518015897, + "TN": 2207939, + "TP": 64969, + "n_pred": 67849, + "n_ref": 67197 + }, + "3": { + "Dice": 0.9592787377911345, + "FN": 1019, + "FP": 1149, + "IoU": 0.9217441524689576, + "TN": 2250312, + "TP": 25536, + "n_pred": 26685, + "n_ref": 26555 + }, + "4": { + "Dice": 0.9548633184996821, + "FN": 23, + "FP": 48, + "IoU": 0.9136253041362531, + "TN": 2277194, + "TP": 751, + "n_pred": 799, + "n_ref": 774 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9844387193661561, + "FN": 3513, + "FP": 3699, + "IoU": 0.9693543246860858, + "TN": 2042681, + "TP": 228123, + "n_pred": 231822, + "n_ref": 231636 + }, + "7": { + "Dice": 0.9789465741020223, + "FN": 4435, + "FP": 1145, + "IoU": 0.9587613627965412, + "TN": 2142706, + "TP": 129730, + "n_pred": 130875, + "n_ref": 134165 + }, + "8": { + "Dice": 0.9704920278810091, + "FN": 415, + "FP": 1308, + "IoU": 0.9426755830588548, + "TN": 2247959, + "TP": 28334, + "n_pred": 29642, + "n_ref": 28749 + }, + "9": { + "Dice": 0.9661068702290077, + "FN": 712, + "FP": 620, + "IoU": 0.9344359125812167, + "TN": 2257700, + "TP": 18984, + "n_pred": 19604, + "n_ref": 19696 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9724409608213865, + "FN": 4780, + "FP": 2027, + "IoU": 0.9463601834486454, + "TN": 5130058, + "TP": 120095, + "n_pred": 122122, + "n_ref": 124875 + }, + "10": { + "Dice": 0.810798975279718, + "FN": 1018, + "FP": 7623, + "IoU": 0.6818014435115628, + "TN": 5229804, + "TP": 18515, + "n_pred": 26138, + "n_ref": 19533 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5256960, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.10909090909090909, + "FN": 15, + "FP": 279, + "IoU": 0.057692307692307696, + "TN": 5256648, + "TP": 18, + "n_pred": 297, + "n_ref": 33 + }, + "13": { + "Dice": 0.9164595679602371, + "FN": 320, + "FP": 1428, + "IoU": 0.8458009880028229, + "TN": 5245624, + "TP": 9588, + "n_pred": 11016, + "n_ref": 9908 + }, + "14": { + "Dice": 0.9381224489795918, + "FN": 484, + "FP": 2548, + "IoU": 0.8834563345633456, + "TN": 5230944, + "TP": 22984, + "n_pred": 25532, + "n_ref": 23468 + }, + "15": { + "Dice": 0.718845293758894, + "FN": 1772, + "FP": 13441, + "IoU": 0.561091716915265, + "TN": 5222299, + "TP": 19448, + "n_pred": 32889, + "n_ref": 21220 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5256960, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8678500986193294, + "FN": 221, + "FP": 47, + "IoU": 0.7665505226480837, + "TN": 5255812, + "TP": 880, + "n_pred": 927, + "n_ref": 1101 + }, + "4": { + "Dice": 0.44873096446700506, + "FN": 1813, + "FP": 359, + "IoU": 0.2892670157068063, + "TN": 5253904, + "TP": 884, + "n_pred": 1243, + "n_ref": 2697 + }, + "5": { + "Dice": 0.9288911719380641, + "FN": 541, + "FP": 428, + "IoU": 0.8672238969580707, + "TN": 5249662, + "TP": 6329, + "n_pred": 6757, + "n_ref": 6870 + }, + "6": { + "Dice": 0.9648370692997058, + "FN": 5032, + "FP": 10388, + "IoU": 0.9320630025333186, + "TN": 5029985, + "TP": 211555, + "n_pred": 221943, + "n_ref": 216587 + }, + "7": { + "Dice": 0.9851024501709643, + "FN": 11374, + "FP": 6607, + "IoU": 0.9706422587549941, + "TN": 4644481, + "TP": 594498, + "n_pred": 601105, + "n_ref": 605872 + }, + "8": { + "Dice": 0.9654602062658104, + "FN": 449, + "FP": 1681, + "IoU": 0.9332267469199661, + "TN": 5225061, + "TP": 29769, + "n_pred": 31450, + "n_ref": 30218 + }, + "9": { + "Dice": 0.9153152264997289, + "FN": 1843, + "FP": 1593, + "IoU": 0.8438536696205408, + "TN": 5234955, + "TP": 18569, + "n_pred": 20162, + "n_ref": 20412 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.988166385724745, + "FN": 1550, + "FP": 535, + "IoU": 0.9766095648369401, + "TN": 1312717, + "TP": 87054, + "n_pred": 87589, + "n_ref": 88604 + }, + "10": { + "Dice": 0.9245261076869403, + "FN": 210, + "FP": 439, + "IoU": 0.8596453287197232, + "TN": 1397232, + "TP": 3975, + "n_pred": 4414, + "n_ref": 4185 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8037383177570093, + "FN": 158, + "FP": 10, + "IoU": 0.671875, + "TN": 1401344, + "TP": 344, + "n_pred": 354, + "n_ref": 502 + }, + "14": { + "Dice": 0.8962564574340103, + "FN": 1227, + "FP": 1705, + "IoU": 0.812015131114958, + "TN": 1386259, + "TP": 12665, + "n_pred": 14370, + "n_ref": 13892 + }, + "15": { + "Dice": 0.848472659300097, + "FN": 12155, + "FP": 653, + "IoU": 0.7368237203854768, + "TN": 1353189, + "TP": 35859, + "n_pred": 36512, + "n_ref": 48014 + }, + "2": { + "Dice": 0.9763914081145585, + "FN": 2195, + "FP": 2751, + "IoU": 0.9538718371991084, + "TN": 1294633, + "TP": 102277, + "n_pred": 105028, + "n_ref": 104472 + }, + "3": { + "Dice": 0.9731875490813694, + "FN": 1234, + "FP": 1873, + "IoU": 0.9477753685307515, + "TN": 1342363, + "TP": 56386, + "n_pred": 58259, + "n_ref": 57620 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9732343841544265, + "FN": 2588, + "FP": 2620, + "IoU": 0.9478642147097395, + "TN": 1301963, + "TP": 94685, + "n_pred": 97305, + "n_ref": 97273 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8616198217608462, + "FN": 291, + "FP": 2535, + "IoU": 0.7568823124569856, + "TN": 2441624, + "TP": 8798, + "n_pred": 11333, + "n_ref": 9089 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9414413248803208, + "FN": 1498, + "FP": 765, + "IoU": 0.8893614940842867, + "TN": 2432794, + "TP": 18191, + "n_pred": 18956, + "n_ref": 19689 + }, + "14": { + "Dice": 0.7913859275053305, + "FN": 286, + "FP": 4606, + "IoU": 0.6547879472161456, + "TN": 2439077, + "TP": 9279, + "n_pred": 13885, + "n_ref": 9565 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9676238988337511, + "FN": 1494, + "FP": 2523, + "IoU": 0.9372784760715123, + "TN": 2389203, + "TP": 60028, + "n_pred": 62551, + "n_ref": 61522 + }, + "3": { + "Dice": 0.972367286923896, + "FN": 2821, + "FP": 2084, + "IoU": 0.9462206433787251, + "TN": 2362042, + "TP": 86301, + "n_pred": 88385, + "n_ref": 89122 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9252591818693241, + "FN": 1551, + "FP": 309, + "IoU": 0.8609137815000374, + "TN": 2439875, + "TP": 11513, + "n_pred": 11822, + "n_ref": 13064 + }, + "6": { + "Dice": 0.9427203184277629, + "FN": 1315, + "FP": 527, + "IoU": 0.8916470588235295, + "TN": 2436248, + "TP": 15158, + "n_pred": 15685, + "n_ref": 16473 + }, + "7": { + "Dice": 0.9359681937897368, + "FN": 2371, + "FP": 9080, + "IoU": 0.879643059847386, + "TN": 2358106, + "TP": 83691, + "n_pred": 92771, + "n_ref": 86062 + }, + "8": { + "Dice": 0.9453589708120071, + "FN": 4257, + "FP": 1273, + "IoU": 0.896379853095488, + "TN": 2399880, + "TP": 47838, + "n_pred": 49111, + "n_ref": 52095 + }, + "9": { + "Dice": 0.8954085947359519, + "FN": 4650, + "FP": 3389, + "IoU": 0.8106242638398116, + "TN": 2410798, + "TP": 34411, + "n_pred": 37800, + "n_ref": 39061 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0402.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9629068887206662, + "FN": 298, + "FP": 192, + "IoU": 0.9284671532846716, + "TN": 5074878, + "TP": 6360, + "n_pred": 6552, + "n_ref": 6658 + }, + "10": { + "Dice": 0.5762568114835782, + "FN": 56869, + "FP": 3086, + "IoU": 0.40474772145112287, + "TN": 4981006, + "TP": 40767, + "n_pred": 43853, + "n_ref": 97636 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5081728, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5891588785046729, + "FN": 1664, + "FP": 1633, + "IoU": 0.4175940646528882, + "TN": 5076067, + "TP": 2364, + "n_pred": 3997, + "n_ref": 4028 + }, + "13": { + "Dice": 0.8476106584452764, + "FN": 1773, + "FP": 995, + "IoU": 0.735524555704185, + "TN": 5071262, + "TP": 7698, + "n_pred": 8693, + "n_ref": 9471 + }, + "14": { + "Dice": 0.9784894817939191, + "FN": 11789, + "FP": 19789, + "IoU": 0.9578848816087447, + "TN": 4331926, + "TP": 718224, + "n_pred": 738013, + "n_ref": 730013 + }, + "15": { + "Dice": 0.6768871677895072, + "FN": 2754, + "FP": 27701, + "IoU": 0.5115868815652314, + "TN": 5019373, + "TP": 31900, + "n_pred": 59601, + "n_ref": 34654 + }, + "2": { + "Dice": 0.8941608130239034, + "FN": 34052, + "FP": 3044, + "IoU": 0.8085812327459428, + "TN": 4887933, + "TP": 156699, + "n_pred": 159743, + "n_ref": 190751 + }, + "3": { + "Dice": 0.7496617703904136, + "FN": 1678, + "FP": 29408, + "IoU": 0.5995671832128917, + "TN": 5004097, + "TP": 46545, + "n_pred": 75953, + "n_ref": 48223 + }, + "4": { + "Dice": 0.959772045740167, + "FN": 1439, + "FP": 5027, + "IoU": 0.9226555023923445, + "TN": 4998128, + "TP": 77134, + "n_pred": 82161, + "n_ref": 78573 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5081728, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9702390731740925, + "FN": 15580, + "FP": 6882, + "IoU": 0.942198376243229, + "TN": 4693123, + "TP": 366143, + "n_pred": 373025, + "n_ref": 381723 + }, + "7": { + "Dice": 0.8219576492163099, + "FN": 1272, + "FP": 23582, + "IoU": 0.6977318333840073, + "TN": 4999503, + "TP": 57371, + "n_pred": 80953, + "n_ref": 58643 + }, + "8": { + "Dice": 0.9565507402123362, + "FN": 200, + "FP": 2145, + "IoU": 0.9167199374955608, + "TN": 5053570, + "TP": 25813, + "n_pred": 27958, + "n_ref": 26013 + }, + "9": { + "Dice": 0.9106633341443454, + "FN": 2701, + "FP": 1338, + "IoU": 0.8359796954314721, + "TN": 5057103, + "TP": 20586, + "n_pred": 21924, + "n_ref": 23287 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.7781318308193005, + "FN": 7589.384444444445, + "FP": 7800.062222222221, + "IoU": 0.6901533181479711, + "TN": 3024181.051111111, + "TP": 44512.702222222215, + "n_pred": 52312.764444444445, + "n_ref": 52102.08666666667 + }, + "mean": { + "1": { + "Dice": 0.9370964817439933, + "FN": 5832.633333333333, + "FP": 2248.6666666666665, + "IoU": 0.8849022686016288, + "TN": 3019646.2333333334, + "TP": 56355.666666666664, + "n_pred": 58604.333333333336, + "n_ref": 62188.3 + }, + "10": { + "Dice": 0.7824714106013207, + "FN": 6365.433333333333, + "FP": 4192.433333333333, + "IoU": 0.6640837503009028, + "TN": 3051256.7333333334, + "TP": 22268.6, + "n_pred": 26461.033333333333, + "n_ref": 28634.033333333333 + }, + "11": { + "Dice": 0.6261402373753309, + "FN": 326.53333333333336, + "FP": 246.5, + "IoU": 0.4855372489349949, + "TN": 3082821.0, + "TP": 689.1666666666666, + "n_pred": 935.6666666666666, + "n_ref": 1015.7 + }, + "12": { + "Dice": 0.5770811334903929, + "FN": 442.8333333333333, + "FP": 227.76666666666668, + "IoU": 0.4667910054913449, + "TN": 3082459.1, + "TP": 953.5, + "n_pred": 1181.2666666666667, + "n_ref": 1396.3333333333333 + }, + "13": { + "Dice": 0.6710640822631087, + "FN": 9015.833333333334, + "FP": 5606.066666666667, + "IoU": 0.5368303320188461, + "TN": 3051042.3, + "TP": 18419.0, + "n_pred": 24025.066666666666, + "n_ref": 27434.833333333332 + }, + "14": { + "Dice": 0.6982395881178644, + "FN": 3856.366666666667, + "FP": 16787.2, + "IoU": 0.6060183013641943, + "TN": 3034452.2, + "TP": 28987.433333333334, + "n_pred": 45774.63333333333, + "n_ref": 32843.8 + }, + "15": { + "Dice": 0.8179792361981837, + "FN": 3809.6666666666665, + "FP": 5301.333333333333, + "IoU": 0.7199183044571241, + "TN": 3050773.0, + "TP": 24199.2, + "n_pred": 29500.533333333333, + "n_ref": 28008.866666666665 + }, + "2": { + "Dice": 0.878066882923956, + "FN": 4723.7, + "FP": 3684.2, + "IoU": 0.8221436406330531, + "TN": 3028953.6333333333, + "TP": 46721.666666666664, + "n_pred": 50405.86666666667, + "n_ref": 51445.36666666667 + }, + "3": { + "Dice": 0.8761442922325225, + "FN": 36600.4, + "FP": 1282.3666666666666, + "IoU": 0.8189000165912154, + "TN": 3011647.966666667, + "TP": 34552.46666666667, + "n_pred": 35834.833333333336, + "n_ref": 71152.86666666667 + }, + "4": { + "Dice": 0.6976227974302044, + "FN": 2926.0666666666666, + "FP": 1720.3, + "IoU": 0.6037029186779733, + "TN": 3067544.8, + "TP": 11892.033333333333, + "n_pred": 13612.333333333334, + "n_ref": 14818.1 + }, + "5": { + "Dice": 0.6053650234746151, + "FN": 1621.9, + "FP": 1533.8666666666666, + "IoU": 0.5001471954297685, + "TN": 3077399.6333333333, + "TP": 3527.8, + "n_pred": 5061.666666666667, + "n_ref": 5149.7 + }, + "6": { + "Dice": 0.9317529884069514, + "FN": 13788.333333333334, + "FP": 37604.03333333333, + "IoU": 0.8863143913890605, + "TN": 2777475.2333333334, + "TP": 255215.6, + "n_pred": 292819.63333333336, + "n_ref": 269003.93333333335 + }, + "7": { + "Dice": 0.7688201115096975, + "FN": 19720.1, + "FP": 31803.966666666667, + "IoU": 0.6960034691709431, + "TN": 2919134.7, + "TP": 113424.43333333333, + "n_pred": 145228.4, + "n_ref": 133144.53333333333 + }, + "8": { + "Dice": 0.9471852791603919, + "FN": 1806.1666666666667, + "FP": 1554.5, + "IoU": 0.900470453465364, + "TN": 3050774.433333333, + "TP": 29948.1, + "n_pred": 31502.6, + "n_ref": 31754.266666666666 + }, + "9": { + "Dice": 0.856947917360975, + "FN": 3004.8, + "FP": 3207.733333333333, + "IoU": 0.760536475693152, + "TN": 3057334.8, + "TP": 20535.866666666665, + "n_pred": 23743.6, + "n_ref": 23540.666666666668 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9631984969875549, + "FN": 3925, + "FP": 6966, + "IoU": 0.9290095492618062, + "TN": 2475065, + "TP": 142524, + "n_pred": 149490, + "n_ref": 146449 + }, + "10": { + "Dice": 0.6985984487685399, + "FN": 4700, + "FP": 8590, + "IoU": 0.5368046842325387, + "TN": 2599788, + "TP": 15402, + "n_pred": 23992, + "n_ref": 20102 + }, + "11": { + "Dice": 0.5015346838551259, + "FN": 1105, + "FP": 519, + "IoU": 0.33469889389594426, + "TN": 2626039, + "TP": 817, + "n_pred": 1336, + "n_ref": 1922 + }, + "12": { + "Dice": 0.6109008327024981, + "FN": 816, + "FP": 212, + "IoU": 0.43978201634877384, + "TN": 2626645, + "TP": 807, + "n_pred": 1019, + "n_ref": 1623 + }, + "13": { + "Dice": 0.5401462577419596, + "FN": 11478, + "FP": 13172, + "IoU": 0.3700002555779896, + "TN": 2589353, + "TP": 14477, + "n_pred": 27649, + "n_ref": 25955 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9423064749112297, + "FN": 2544, + "FP": 7481, + "IoU": 0.8909069144884323, + "TN": 2536586, + "TP": 81869, + "n_pred": 89350, + "n_ref": 84413 + }, + "3": { + "Dice": 0.836799436023969, + "FN": 845, + "FP": 81, + "IoU": 0.7193939393939394, + "TN": 2625180, + "TP": 2374, + "n_pred": 2455, + "n_ref": 3219 + }, + "4": { + "Dice": 0.7960199004975125, + "FN": 1329, + "FP": 1992, + "IoU": 0.6611570247933884, + "TN": 2618679, + "TP": 6480, + "n_pred": 8472, + "n_ref": 7809 + }, + "5": { + "Dice": 0.8664168618266979, + "FN": 2099, + "FP": 753, + "IoU": 0.7643169985951574, + "TN": 2616379, + "TP": 9249, + "n_pred": 10002, + "n_ref": 11348 + }, + "6": { + "Dice": 0.9515846988532014, + "FN": 17045, + "FP": 9396, + "IoU": 0.9076409871282114, + "TN": 2342195, + "TP": 259844, + "n_pred": 269240, + "n_ref": 276889 + }, + "7": { + "Dice": 0.9414926513682151, + "FN": 11495, + "FP": 6574, + "IoU": 0.8894531082709803, + "TN": 2465029, + "TP": 145382, + "n_pred": 151956, + "n_ref": 156877 + }, + "8": { + "Dice": 0.9287181504304882, + "FN": 6971, + "FP": 1184, + "IoU": 0.8669223237597912, + "TN": 2567200, + "TP": 53125, + "n_pred": 54309, + "n_ref": 60096 + }, + "9": { + "Dice": 0.8005267956640665, + "FN": 12547, + "FP": 7143, + "IoU": 0.6673986486486486, + "TN": 2569280, + "TP": 39510, + "n_pred": 46653, + "n_ref": 52057 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9101969514268929, + "FN": 2141, + "FP": 9477, + "IoU": 0.8351939853890347, + "TN": 4660769, + "TP": 58877, + "n_pred": 68354, + "n_ref": 61018 + }, + "10": { + "Dice": 0.5428218839983546, + "FN": 7745, + "FP": 3369, + "IoU": 0.37251580849141824, + "TN": 4713552, + "TP": 6598, + "n_pred": 9967, + "n_ref": 14343 + }, + "11": { + "Dice": 0.43649491302920906, + "FN": 1422, + "FP": 295, + "IoU": 0.2791771620486986, + "TN": 4728882, + "TP": 665, + "n_pred": 960, + "n_ref": 2087 + }, + "12": { + "Dice": 0.0, + "FN": 243, + "FP": 135, + "IoU": 0.0, + "TN": 4730886, + "TP": 0, + "n_pred": 135, + "n_ref": 243 + }, + "13": { + "Dice": 0.5666719986218947, + "FN": 28672, + "FP": 6545, + "IoU": 0.39535402788270035, + "TN": 4673020, + "TP": 23027, + "n_pred": 29572, + "n_ref": 51699 + }, + "14": { + "Dice": 0.6065991549862517, + "FN": 2996, + "FP": 8736, + "IoU": 0.43533715165808345, + "TN": 4710487, + "TP": 9045, + "n_pred": 17781, + "n_ref": 12041 + }, + "15": { + "Dice": 0.8423277199729645, + "FN": 13229, + "FP": 3334, + "IoU": 0.7276046377764986, + "TN": 4670459, + "TP": 44242, + "n_pred": 47576, + "n_ref": 57471 + }, + "2": { + "Dice": 0.9347189502190714, + "FN": 3978, + "FP": 4917, + "IoU": 0.8774388227513228, + "TN": 4658688, + "TP": 63681, + "n_pred": 68598, + "n_ref": 67659 + }, + "3": { + "Dice": 0.00039192444461438457, + "FN": 836568, + "FP": 0, + "IoU": 0.00019600063102642184, + "TN": 3894532, + "TP": 164, + "n_pred": 164, + "n_ref": 836732 + }, + "4": { + "Dice": 0.4125533708629083, + "FN": 21490, + "FP": 111, + "IoU": 0.25988487631055984, + "TN": 4702078, + "TP": 7585, + "n_pred": 7696, + "n_ref": 29075 + }, + "5": { + "Dice": 0.45161290322580644, + "FN": 13, + "FP": 4, + "IoU": 0.2916666666666667, + "TN": 4731240, + "TP": 7, + "n_pred": 11, + "n_ref": 20 + }, + "6": { + "Dice": 0.34979595558269394, + "FN": 7621, + "FP": 698366, + "IoU": 0.2119713357666678, + "TN": 3835374, + "TP": 189903, + "n_pred": 888269, + "n_ref": 197524 + }, + "7": { + "Dice": 0.7428003694829434, + "FN": 95013, + "FP": 33906, + "IoU": 0.5908372476831281, + "TN": 4416184, + "TP": 186161, + "n_pred": 220067, + "n_ref": 281174 + }, + "8": { + "Dice": 0.9390336788422691, + "FN": 910, + "FP": 2772, + "IoU": 0.8850739746550971, + "TN": 4699226, + "TP": 28356, + "n_pred": 31128, + "n_ref": 29266 + }, + "9": { + "Dice": 0.7852927825692237, + "FN": 1884, + "FP": 2846, + "IoU": 0.6464872944693573, + "TN": 4717884, + "TP": 8650, + "n_pred": 11496, + "n_ref": 10534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8725772813083009, + "FN": 117459, + "FP": 8828, + "IoU": 0.7739575110929734, + "TN": 3997345, + "TP": 432400, + "n_pred": 441228, + "n_ref": 549859 + }, + "10": { + "Dice": 0.48456723079049746, + "FN": 23380, + "FP": 2721, + "IoU": 0.31975501694031794, + "TN": 4517662, + "TP": 12269, + "n_pred": 14990, + "n_ref": 35649 + }, + "11": { + "Dice": 0.8299559471365638, + "FN": 106, + "FP": 87, + "IoU": 0.7093373493975904, + "TN": 4555368, + "TP": 471, + "n_pred": 558, + "n_ref": 577 + }, + "12": { + "Dice": 0.568075117370892, + "FN": 3013, + "FP": 1587, + "IoU": 0.39672131147540984, + "TN": 4548407, + "TP": 3025, + "n_pred": 4612, + "n_ref": 6038 + }, + "13": { + "Dice": 0.6247027846485279, + "FN": 38025, + "FP": 9011, + "IoU": 0.45423111286448603, + "TN": 4469849, + "TP": 39147, + "n_pred": 48158, + "n_ref": 77172 + }, + "14": { + "Dice": 0.9677441683394477, + "FN": 3449, + "FP": 4007, + "IoU": 0.9375041909743177, + "TN": 4436728, + "TP": 111848, + "n_pred": 115855, + "n_ref": 115297 + }, + "15": { + "Dice": 0.8002575936460234, + "FN": 985, + "FP": 876, + "IoU": 0.6670245124351405, + "TN": 4550443, + "TP": 3728, + "n_pred": 4604, + "n_ref": 4713 + }, + "2": { + "Dice": 0.8992389452633138, + "FN": 3269, + "FP": 18497, + "IoU": 0.8169247461960956, + "TN": 4437141, + "TP": 97125, + "n_pred": 115622, + "n_ref": 100394 + }, + "3": { + "Dice": 0.8897882833092424, + "FN": 23205, + "FP": 2719, + "IoU": 0.8014581993076617, + "TN": 4425460, + "TP": 104648, + "n_pred": 107367, + "n_ref": 127853 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4556032, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6853017767083099, + "FN": 6648, + "FP": 2899, + "IoU": 0.5212616588105506, + "TN": 4536090, + "TP": 10395, + "n_pred": 13294, + "n_ref": 17043 + }, + "6": { + "Dice": 0.8269399754699089, + "FN": 35078, + "FP": 114206, + "IoU": 0.7049425930281511, + "TN": 4050083, + "TP": 356665, + "n_pred": 470871, + "n_ref": 391743 + }, + "7": { + "Dice": 0.7673496640654343, + "FN": 41096, + "FP": 36954, + "IoU": 0.6225201435439095, + "TN": 4349266, + "TP": 128716, + "n_pred": 165670, + "n_ref": 169812 + }, + "8": { + "Dice": 0.9513436922116285, + "FN": 2977, + "FP": 5127, + "IoU": 0.9072025649833964, + "TN": 4468702, + "TP": 79226, + "n_pred": 84353, + "n_ref": 82203 + }, + "9": { + "Dice": 0.8873478193866543, + "FN": 2159, + "FP": 6613, + "IoU": 0.7975069252077562, + "TN": 4512712, + "TP": 34548, + "n_pred": 41161, + "n_ref": 36707 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9742458928090493, + "FN": 1274, + "FP": 1786, + "IoU": 0.9497850274049033, + "TN": 3794166, + "TP": 57878, + "n_pred": 59664, + "n_ref": 59152 + }, + "10": { + "Dice": 0.8782322519981194, + "FN": 2269, + "FP": 2911, + "IoU": 0.7829002514668902, + "TN": 3831244, + "TP": 18680, + "n_pred": 21591, + "n_ref": 20949 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2087, + "IoU": 0.0, + "TN": 3853017, + "TP": 0, + "n_pred": 2087, + "n_ref": 0 + }, + "14": { + "Dice": 0.7965883559103898, + "FN": 6502, + "FP": 2823, + "IoU": 0.6619417053364269, + "TN": 3827520, + "TP": 18259, + "n_pred": 21082, + "n_ref": 24761 + }, + "15": { + "Dice": 0.9168046266251683, + "FN": 7590, + "FP": 11255, + "IoU": 0.8463889794587545, + "TN": 3732424, + "TP": 103835, + "n_pred": 115090, + "n_ref": 111425 + }, + "2": { + "Dice": 0.9737542491238241, + "FN": 2211, + "FP": 1773, + "IoU": 0.9488509436384645, + "TN": 3777214, + "TP": 73906, + "n_pred": 75679, + "n_ref": 76117 + }, + "3": { + "Dice": 0.9663159381399619, + "FN": 240, + "FP": 237, + "IoU": 0.9348271621806258, + "TN": 3847785, + "TP": 6842, + "n_pred": 7079, + "n_ref": 7082 + }, + "4": { + "Dice": 0.0, + "FN": 49, + "FP": 0, + "IoU": 0.0, + "TN": 3855055, + "TP": 0, + "n_pred": 0, + "n_ref": 49 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9844263199285458, + "FN": 7396, + "FP": 10110, + "IoU": 0.9693302802602003, + "TN": 3284313, + "TP": 553285, + "n_pred": 563395, + "n_ref": 560681 + }, + "7": { + "Dice": 0.9226452194335965, + "FN": 6907, + "FP": 4423, + "IoU": 0.8563986869288585, + "TN": 3776205, + "TP": 67569, + "n_pred": 71992, + "n_ref": 74476 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.42857142857142855, + "FN": 2, + "FP": 14, + "IoU": 0.2727272727272727, + "TN": 3855082, + "TP": 6, + "n_pred": 20, + "n_ref": 8 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9634620433814126, + "FN": 5689, + "FP": 2939, + "IoU": 0.9295000122566043, + "TN": 2681329, + "TP": 113755, + "n_pred": 116694, + "n_ref": 119444 + }, + "10": { + "Dice": 0.729647025334472, + "FN": 4797, + "FP": 2801, + "IoU": 0.5743655817601255, + "TN": 2785861, + "TP": 10253, + "n_pred": 13054, + "n_ref": 15050 + }, + "11": { + "Dice": 0.6311996608732514, + "FN": 1136, + "FP": 604, + "IoU": 0.46113347785692166, + "TN": 2800483, + "TP": 1489, + "n_pred": 2093, + "n_ref": 2625 + }, + "12": { + "Dice": 0.7315738654650789, + "FN": 953, + "FP": 715, + "IoU": 0.5767571682314133, + "TN": 2799771, + "TP": 2273, + "n_pred": 2988, + "n_ref": 3226 + }, + "13": { + "Dice": 0.7515364916773367, + "FN": 2184, + "FP": 5578, + "IoU": 0.601969129788216, + "TN": 2784211, + "TP": 11739, + "n_pred": 17317, + "n_ref": 13923 + }, + "14": { + "Dice": 0.9280838472137517, + "FN": 3343, + "FP": 12576, + "IoU": 0.8658175779900031, + "TN": 2685075, + "TP": 102718, + "n_pred": 115294, + "n_ref": 106061 + }, + "15": { + "Dice": 0.8929182898187575, + "FN": 20980, + "FP": 5601, + "IoU": 0.806551387857881, + "TN": 2666306, + "TP": 110825, + "n_pred": 116426, + "n_ref": 131805 + }, + "2": { + "Dice": 0.9017568001467823, + "FN": 8464, + "FP": 2245, + "IoU": 0.8210902651318976, + "TN": 2743855, + "TP": 49148, + "n_pred": 51393, + "n_ref": 57612 + }, + "3": { + "Dice": 0.9545728764478765, + "FN": 1678, + "FP": 2840, + "IoU": 0.9130936580298921, + "TN": 2751725, + "TP": 47469, + "n_pred": 50309, + "n_ref": 49147 + }, + "4": { + "Dice": 0.9160053900284474, + "FN": 1177, + "FP": 1067, + "IoU": 0.8450276243093923, + "TN": 2789232, + "TP": 12236, + "n_pred": 13303, + "n_ref": 13413 + }, + "5": { + "Dice": 0.8175923598894195, + "FN": 2186, + "FP": 1443, + "IoU": 0.6914640367284476, + "TN": 2791950, + "TP": 8133, + "n_pred": 9576, + "n_ref": 10319 + }, + "6": { + "Dice": 0.9530669219623932, + "FN": 5113, + "FP": 9496, + "IoU": 0.9103417801535525, + "TN": 2640771, + "TP": 148332, + "n_pred": 157828, + "n_ref": 153445 + }, + "7": { + "Dice": 0.9441886166881562, + "FN": 638, + "FP": 271, + "IoU": 0.8942777390090719, + "TN": 2795114, + "TP": 7689, + "n_pred": 7960, + "n_ref": 8327 + }, + "8": { + "Dice": 0.8992632424316491, + "FN": 1541, + "FP": 1344, + "IoU": 0.8169648521761198, + "TN": 2787950, + "TP": 12877, + "n_pred": 14221, + "n_ref": 14418 + }, + "9": { + "Dice": 0.8187576817623144, + "FN": 4304, + "FP": 5281, + "IoU": 0.6931327036977749, + "TN": 2772477, + "TP": 21650, + "n_pred": 26931, + "n_ref": 25954 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8652984770746803, + "FN": 2110, + "FP": 1198, + "IoU": 0.7625780521065098, + "TN": 2789779, + "TP": 10625, + "n_pred": 11823, + "n_ref": 12735 + }, + "10": { + "Dice": 0.6927600177832954, + "FN": 33130, + "FP": 3497, + "IoU": 0.5299409650924025, + "TN": 2725792, + "TP": 41293, + "n_pred": 44790, + "n_ref": 74423 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 340, + "IoU": 0.0, + "TN": 2803372, + "TP": 0, + "n_pred": 340, + "n_ref": 0 + }, + "13": { + "Dice": 0.4828827221082062, + "FN": 3438, + "FP": 31334, + "IoU": 0.31828964651910524, + "TN": 2752705, + "TP": 16235, + "n_pred": 47569, + "n_ref": 19673 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9675486598914674, + "FN": 1845, + "FP": 3842, + "IoU": 0.9371372986834978, + "TN": 2713245, + "TP": 84780, + "n_pred": 88622, + "n_ref": 86625 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9082594158445937, + "FN": 3381, + "FP": 3259, + "IoU": 0.8319370270065048, + "TN": 2764203, + "TP": 32869, + "n_pred": 36128, + "n_ref": 36250 + }, + "5": { + "Dice": 0.0007276255154014067, + "FN": 3, + "FP": 8237, + "IoU": 0.0003639451655950503, + "TN": 2795469, + "TP": 3, + "n_pred": 8240, + "n_ref": 6 + }, + "6": { + "Dice": 0.957619473283278, + "FN": 10730, + "FP": 9799, + "IoU": 0.9186851142543659, + "TN": 2551249, + "TP": 231934, + "n_pred": 241733, + "n_ref": 242664 + }, + "7": { + "Dice": 0.35747037818535954, + "FN": 34746, + "FP": 28592, + "IoU": 0.21763405264523142, + "TN": 2722755, + "TP": 17619, + "n_pred": 46211, + "n_ref": 52365 + }, + "8": { + "Dice": 0.9372349448685326, + "FN": 1766, + "FP": 1046, + "IoU": 0.8818834796488427, + "TN": 2779905, + "TP": 20995, + "n_pred": 22041, + "n_ref": 22761 + }, + "9": { + "Dice": 0.7876239006003072, + "FN": 5335, + "FP": 6835, + "IoU": 0.6496531076373895, + "TN": 2768975, + "TP": 22567, + "n_pred": 29402, + "n_ref": 27902 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9435931822506547, + "FN": 2901, + "FP": 3324, + "IoU": 0.8932100459754341, + "TN": 2920652, + "TP": 52067, + "n_pred": 55391, + "n_ref": 54968 + }, + "10": { + "Dice": 0.6718826912614316, + "FN": 17608, + "FP": 7722, + "IoU": 0.5058910736579276, + "TN": 2927680, + "TP": 25934, + "n_pred": 33656, + "n_ref": 43542 + }, + "11": { + "Dice": 0.5479508196721311, + "FN": 1053, + "FP": 1153, + "IoU": 0.3773638159751623, + "TN": 2975401, + "TP": 1337, + "n_pred": 2490, + "n_ref": 2390 + }, + "12": { + "Dice": 0.6724890829694323, + "FN": 1428, + "FP": 447, + "IoU": 0.506578947368421, + "TN": 2975144, + "TP": 1925, + "n_pred": 2372, + "n_ref": 3353 + }, + "13": { + "Dice": 0.6554654921988474, + "FN": 29332, + "FP": 7435, + "IoU": 0.4875036589955534, + "TN": 2907203, + "TP": 34974, + "n_pred": 42409, + "n_ref": 64306 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9188755973759981, + "FN": 765, + "FP": 1968, + "IoU": 0.8499258689802867, + "TN": 2960733, + "TP": 15478, + "n_pred": 17446, + "n_ref": 16243 + }, + "3": { + "Dice": 0.9458994345543681, + "FN": 3438, + "FP": 4044, + "IoU": 0.8973521745095349, + "TN": 2906054, + "TP": 65408, + "n_pred": 69452, + "n_ref": 68846 + }, + "4": { + "Dice": 0.8927940081875698, + "FN": 3913, + "FP": 5305, + "IoU": 0.8063486061217201, + "TN": 2931343, + "TP": 38383, + "n_pred": 43688, + "n_ref": 42296 + }, + "5": { + "Dice": 0.7366932252133327, + "FN": 3069, + "FP": 2516, + "IoU": 0.5831467383191521, + "TN": 2965546, + "TP": 7813, + "n_pred": 10329, + "n_ref": 10882 + }, + "6": { + "Dice": 0.9374507979675087, + "FN": 6201, + "FP": 14775, + "IoU": 0.8822657775981679, + "TN": 2800780, + "TP": 157188, + "n_pred": 171963, + "n_ref": 163389 + }, + "7": { + "Dice": 0.8438543850313182, + "FN": 177403, + "FP": 45013, + "IoU": 0.7298859020056715, + "TN": 2155529, + "TP": 600999, + "n_pred": 646012, + "n_ref": 778402 + }, + "8": { + "Dice": 0.9104713772907613, + "FN": 4156, + "FP": 3426, + "IoU": 0.8356562262924028, + "TN": 2932809, + "TP": 38553, + "n_pred": 41979, + "n_ref": 42709 + }, + "9": { + "Dice": 0.771530815109344, + "FN": 4703, + "FP": 6789, + "IoU": 0.6280424650440186, + "TN": 2948048, + "TP": 19404, + "n_pred": 26193, + "n_ref": 24107 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8916499665998664, + "FN": 332, + "FP": 1290, + "IoU": 0.8044840887174542, + "TN": 1568792, + "TP": 6674, + "n_pred": 7964, + "n_ref": 7006 + }, + "10": { + "Dice": 0.8700486624139583, + "FN": 2811, + "FP": 7497, + "IoU": 0.7699877273234408, + "TN": 1532273, + "TP": 34507, + "n_pred": 42004, + "n_ref": 37318 + }, + "11": { + "Dice": 0.4406417112299465, + "FN": 500, + "FP": 23, + "IoU": 0.2825788751714678, + "TN": 1576359, + "TP": 206, + "n_pred": 229, + "n_ref": 706 + }, + "12": { + "Dice": 0.4896626768226333, + "FN": 400, + "FP": 69, + "IoU": 0.3242074927953891, + "TN": 1576394, + "TP": 225, + "n_pred": 294, + "n_ref": 625 + }, + "13": { + "Dice": 0.8157847441526098, + "FN": 3500, + "FP": 3675, + "IoU": 0.6888821437863152, + "TN": 1554026, + "TP": 15887, + "n_pred": 19562, + "n_ref": 19387 + }, + "14": { + "Dice": 0.9028803646448282, + "FN": 1897, + "FP": 5177, + "IoU": 0.8229552507758534, + "TN": 1537132, + "TP": 32882, + "n_pred": 38059, + "n_ref": 34779 + }, + "15": { + "Dice": 0.7738602114529015, + "FN": 2421, + "FP": 7033, + "IoU": 0.6311353882169333, + "TN": 1551458, + "TP": 16176, + "n_pred": 23209, + "n_ref": 18597 + }, + "2": { + "Dice": 0.9569090007165298, + "FN": 4261, + "FP": 3557, + "IoU": 0.9173782549881637, + "TN": 1482464, + "TP": 86806, + "n_pred": 90363, + "n_ref": 91067 + }, + "3": { + "Dice": 0.8567066706246554, + "FN": 2827, + "FP": 552, + "IoU": 0.7493323442136498, + "TN": 1563608, + "TP": 10101, + "n_pred": 10653, + "n_ref": 12928 + }, + "4": { + "Dice": 0.9002450627072222, + "FN": 853, + "FP": 531, + "IoU": 0.8185869707694324, + "TN": 1569459, + "TP": 6245, + "n_pred": 6776, + "n_ref": 7098 + }, + "5": { + "Dice": 0.7110792741165234, + "FN": 2898, + "FP": 732, + "IoU": 0.551685809559096, + "TN": 1568991, + "TP": 4467, + "n_pred": 5199, + "n_ref": 7365 + }, + "6": { + "Dice": 0.9491733885432575, + "FN": 10179, + "FP": 9657, + "IoU": 0.9032635624134366, + "TN": 1372036, + "TP": 185216, + "n_pred": 194873, + "n_ref": 195395 + }, + "7": { + "Dice": 0.9212258999789255, + "FN": 3554, + "FP": 8781, + "IoU": 0.8539562638377476, + "TN": 1492627, + "TP": 72126, + "n_pred": 80907, + "n_ref": 75680 + }, + "8": { + "Dice": 0.9342006203511308, + "FN": 1348, + "FP": 837, + "IoU": 0.8765257685352622, + "TN": 1559392, + "TP": 15511, + "n_pred": 16348, + "n_ref": 16859 + }, + "9": { + "Dice": 0.9132660230032719, + "FN": 2125, + "FP": 2196, + "IoU": 0.8403768008865903, + "TN": 1550018, + "TP": 22749, + "n_pred": 24945, + "n_ref": 24874 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9769215596028668, + "FN": 222, + "FP": 129, + "IoU": 0.9548843187660668, + "TN": 5249180, + "TP": 7429, + "n_pred": 7558, + "n_ref": 7651 + }, + "10": { + "Dice": 0.9026683179464084, + "FN": 978, + "FP": 2480, + "IoU": 0.8226029856871697, + "TN": 5237467, + "TP": 16035, + "n_pred": 18515, + "n_ref": 17013 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5256960, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5771704180064309, + "FN": 512, + "FP": 14, + "IoU": 0.4056497175141243, + "TN": 5256075, + "TP": 359, + "n_pred": 373, + "n_ref": 871 + }, + "13": { + "Dice": 0.690253548762915, + "FN": 6114, + "FP": 14092, + "IoU": 0.5270131086142322, + "TN": 5214240, + "TP": 22514, + "n_pred": 36606, + "n_ref": 28628 + }, + "14": { + "Dice": 0.17671349379566156, + "FN": 7478, + "FP": 72869, + "IoU": 0.09692031021692706, + "TN": 5167990, + "TP": 8623, + "n_pred": 81492, + "n_ref": 16101 + }, + "15": { + "Dice": 0.8916670468890207, + "FN": 1848, + "FP": 5275, + "IoU": 0.8045118972473035, + "TN": 5220523, + "TP": 29314, + "n_pred": 34589, + "n_ref": 31162 + }, + "2": { + "Dice": 0.9817665132784213, + "FN": 1825, + "FP": 703, + "IoU": 0.9641860399223653, + "TN": 5186373, + "TP": 68059, + "n_pred": 68762, + "n_ref": 69884 + }, + "3": { + "Dice": 0.9801196129109816, + "FN": 2227, + "FP": 419, + "IoU": 0.9610142770844691, + "TN": 5189089, + "TP": 65225, + "n_pred": 65644, + "n_ref": 67452 + }, + "4": { + "Dice": 0.899564307135178, + "FN": 454, + "FP": 1321, + "IoU": 0.817461949814891, + "TN": 5247236, + "TP": 7949, + "n_pred": 9270, + "n_ref": 8403 + }, + "5": { + "Dice": 0.8999605211212002, + "FN": 1021, + "FP": 246, + "IoU": 0.8181165661785816, + "TN": 5249994, + "TP": 5699, + "n_pred": 5945, + "n_ref": 6720 + }, + "6": { + "Dice": 0.9561706289554704, + "FN": 8768, + "FP": 2749, + "IoU": 0.9160219624771224, + "TN": 5119817, + "TP": 125626, + "n_pred": 128375, + "n_ref": 134394 + }, + "7": { + "Dice": 0.9207487172541013, + "FN": 28725, + "FP": 20423, + "IoU": 0.8531365512130548, + "TN": 4922309, + "TP": 285503, + "n_pred": 305926, + "n_ref": 314228 + }, + "8": { + "Dice": 0.9640672538030425, + "FN": 1365, + "FP": 879, + "IoU": 0.9306272606424089, + "TN": 5224613, + "TP": 30103, + "n_pred": 30982, + "n_ref": 31468 + }, + "9": { + "Dice": 0.8798675002502571, + "FN": 4119, + "FP": 9082, + "IoU": 0.7855030547250748, + "TN": 5195416, + "TP": 48343, + "n_pred": 57425, + "n_ref": 52462 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9716183355714442, + "FN": 559, + "FP": 1005, + "IoU": 0.9448032468678313, + "TN": 2249681, + "TP": 26771, + "n_pred": 27776, + "n_ref": 27330 + }, + "10": { + "Dice": 0.7870372357549094, + "FN": 1224, + "FP": 8699, + "IoU": 0.648855231961499, + "TN": 2249757, + "TP": 18336, + "n_pred": 27035, + "n_ref": 19560 + }, + "11": { + "Dice": 0.3151862464183381, + "FN": 1, + "FP": 238, + "IoU": 0.1870748299319728, + "TN": 2277722, + "TP": 55, + "n_pred": 293, + "n_ref": 56 + }, + "12": { + "Dice": 0.0, + "FN": 74, + "FP": 0, + "IoU": 0.0, + "TN": 2277942, + "TP": 0, + "n_pred": 0, + "n_ref": 74 + }, + "13": { + "Dice": 0.7223215984776403, + "FN": 11104, + "FP": 3488, + "IoU": 0.565339131988919, + "TN": 2244445, + "TP": 18979, + "n_pred": 22467, + "n_ref": 30083 + }, + "14": { + "Dice": 0.8202282941574196, + "FN": 1119, + "FP": 7921, + "IoU": 0.6952432323096113, + "TN": 2248353, + "TP": 20623, + "n_pred": 28544, + "n_ref": 21742 + }, + "15": { + "Dice": 0.8712366472245888, + "FN": 14342, + "FP": 5306, + "IoU": 0.7718505788501957, + "TN": 2191897, + "TP": 66471, + "n_pred": 71777, + "n_ref": 80813 + }, + "2": { + "Dice": 0.90110522680175, + "FN": 1186, + "FP": 532, + "IoU": 0.8200104766893661, + "TN": 2268471, + "TP": 7827, + "n_pred": 8359, + "n_ref": 9013 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.758892106631024, + "FN": 12809, + "FP": 179, + "IoU": 0.6114634438195524, + "TN": 2244588, + "TP": 20440, + "n_pred": 20619, + "n_ref": 33249 + }, + "5": { + "Dice": 0.4574468085106383, + "FN": 92, + "FP": 112, + "IoU": 0.296551724137931, + "TN": 2277726, + "TP": 86, + "n_pred": 198, + "n_ref": 178 + }, + "6": { + "Dice": 0.9484261244242566, + "FN": 4466, + "FP": 7683, + "IoU": 0.9019110748685985, + "TN": 2154159, + "TP": 111708, + "n_pred": 119391, + "n_ref": 116174 + }, + "7": { + "Dice": 0.9171903506993716, + "FN": 5684, + "FP": 5754, + "IoU": 0.8470467097257325, + "TN": 2203235, + "TP": 63343, + "n_pred": 69097, + "n_ref": 69027 + }, + "8": { + "Dice": 0.9523981340687095, + "FN": 698, + "FP": 1149, + "IoU": 0.9091222200354261, + "TN": 2257692, + "TP": 18477, + "n_pred": 19626, + "n_ref": 19175 + }, + "9": { + "Dice": 0.9468206280369925, + "FN": 3397, + "FP": 1692, + "IoU": 0.8990117478964915, + "TN": 2227624, + "TP": 45303, + "n_pred": 46995, + "n_ref": 48700 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9470330545599362, + "FN": 827, + "FP": 769, + "IoU": 0.8993948562783661, + "TN": 2086920, + "TP": 14268, + "n_pred": 15037, + "n_ref": 15095 + }, + "10": { + "Dice": 0.6703553478529231, + "FN": 12319, + "FP": 2635, + "IoU": 0.5041612785569813, + "TN": 2072625, + "TP": 15205, + "n_pred": 17840, + "n_ref": 27524 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7931906286870049, + "FN": 998, + "FP": 229, + "IoU": 0.6572625698324023, + "TN": 2099204, + "TP": 2353, + "n_pred": 2582, + "n_ref": 3351 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.4361367879422613, + "FN": 12383, + "FP": 0, + "IoU": 0.2788842301420918, + "TN": 2085612, + "TP": 4789, + "n_pred": 4789, + "n_ref": 17172 + }, + "15": { + "Dice": 0.9293174261685899, + "FN": 3354, + "FP": 2067, + "IoU": 0.8679672658190852, + "TN": 2061726, + "TP": 35637, + "n_pred": 37704, + "n_ref": 38991 + }, + "2": { + "Dice": 0.9592189679218968, + "FN": 2704, + "FP": 951, + "IoU": 0.9216337907375644, + "TN": 2056144, + "TP": 42985, + "n_pred": 43936, + "n_ref": 45689 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9792157049602135, + "FN": 2728, + "FP": 1634, + "IoU": 0.9592777922999365, + "TN": 1995668, + "TP": 102754, + "n_pred": 104388, + "n_ref": 105482 + }, + "7": { + "Dice": 0.9601125108471229, + "FN": 709, + "FP": 624, + "IoU": 0.9232849907918969, + "TN": 2085408, + "TP": 16043, + "n_pred": 16667, + "n_ref": 16752 + }, + "8": { + "Dice": 0.9402346498317139, + "FN": 1203, + "FP": 1940, + "IoU": 0.8872102203401995, + "TN": 2074918, + "TP": 24723, + "n_pred": 26663, + "n_ref": 25926 + }, + "9": { + "Dice": 0.8770358306188925, + "FN": 223, + "FP": 2797, + "IoU": 0.7810007251631617, + "TN": 2088994, + "TP": 10770, + "n_pred": 13567, + "n_ref": 10993 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9785540413283346, + "FN": 1727, + "FP": 687, + "IoU": 0.9580086278875591, + "TN": 1694832, + "TP": 55074, + "n_pred": 55761, + "n_ref": 56801 + }, + "10": { + "Dice": 0.8657782962976466, + "FN": 2548, + "FP": 4815, + "IoU": 0.7633236901317905, + "TN": 1721210, + "TP": 23747, + "n_pred": 28562, + "n_ref": 26295 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8231511254019293, + "FN": 746, + "FP": 409, + "IoU": 0.6994535519125683, + "TN": 1748477, + "TP": 2688, + "n_pred": 3097, + "n_ref": 3434 + }, + "13": { + "Dice": 0.0, + "FN": 72, + "FP": 0, + "IoU": 0.0, + "TN": 1752248, + "TP": 0, + "n_pred": 0, + "n_ref": 72 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9578292143120619, + "FN": 4018, + "FP": 5128, + "IoU": 0.9190712572889844, + "TN": 1639307, + "TP": 103867, + "n_pred": 108995, + "n_ref": 107885 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8821188219118605, + "FN": 915, + "FP": 714, + "IoU": 0.7890989124805801, + "TN": 1744596, + "TP": 6095, + "n_pred": 6809, + "n_ref": 7010 + }, + "6": { + "Dice": 0.9451637063984593, + "FN": 1164, + "FP": 4986, + "IoU": 0.8960288076279352, + "TN": 1693169, + "TP": 53001, + "n_pred": 57987, + "n_ref": 54165 + }, + "7": { + "Dice": 0.9550034666050381, + "FN": 7525, + "FP": 4157, + "IoU": 0.913881947055311, + "TN": 1616669, + "TP": 123969, + "n_pred": 128126, + "n_ref": 131494 + }, + "8": { + "Dice": 0.9756196154720699, + "FN": 536, + "FP": 429, + "IoU": 0.9523997435012085, + "TN": 1732047, + "TP": 19308, + "n_pred": 19737, + "n_ref": 19844 + }, + "9": { + "Dice": 0.8938858009095503, + "FN": 3030, + "FP": 330, + "IoU": 0.8081315669255368, + "TN": 1734808, + "TP": 14152, + "n_pred": 14482, + "n_ref": 17182 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.863635404133156, + "FN": 10928, + "FP": 1992, + "IoU": 0.7599985139226868, + "TN": 5728823, + "TP": 40913, + "n_pred": 42905, + "n_ref": 51841 + }, + "10": { + "Dice": 0.45255209906372695, + "FN": 716, + "FP": 8347, + "IoU": 0.2924506206573503, + "TN": 5769847, + "TP": 3746, + "n_pred": 12093, + "n_ref": 4462 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5782656, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8010610079575596, + "FN": 28, + "FP": 47, + "IoU": 0.668141592920354, + "TN": 5782430, + "TP": 151, + "n_pred": 198, + "n_ref": 179 + }, + "13": { + "Dice": 0.6333597088146858, + "FN": 16186, + "FP": 6982, + "IoU": 0.4634428773246254, + "TN": 5739477, + "TP": 20011, + "n_pred": 26993, + "n_ref": 36197 + }, + "14": { + "Dice": 0.027154057930052655, + "FN": 4387, + "FP": 88548, + "IoU": 0.013763901859241022, + "TN": 5688424, + "TP": 1297, + "n_pred": 89845, + "n_ref": 5684 + }, + "15": { + "Dice": 0.20742532406537667, + "FN": 459, + "FP": 67043, + "IoU": 0.11571363070675313, + "TN": 5706321, + "TP": 8833, + "n_pred": 75876, + "n_ref": 9292 + }, + "2": { + "Dice": 0.9358214161144053, + "FN": 2811, + "FP": 133, + "IoU": 0.8793838085873484, + "TN": 5758248, + "TP": 21464, + "n_pred": 21597, + "n_ref": 24275 + }, + "3": { + "Dice": 0.9636572444707887, + "FN": 1288, + "FP": 674, + "IoU": 0.9298634446271538, + "TN": 5754682, + "TP": 26012, + "n_pred": 26686, + "n_ref": 27300 + }, + "4": { + "Dice": 0.8130166402413682, + "FN": 197, + "FP": 11950, + "IoU": 0.6849435870833873, + "TN": 5744101, + "TP": 26408, + "n_pred": 38358, + "n_ref": 26605 + }, + "5": { + "Dice": 0.6636372919432247, + "FN": 652, + "FP": 5936, + "IoU": 0.49659967907083363, + "TN": 5769569, + "TP": 6499, + "n_pred": 12435, + "n_ref": 7151 + }, + "6": { + "Dice": 0.8832406316788637, + "FN": 43284, + "FP": 71605, + "IoU": 0.7908961023596968, + "TN": 5233221, + "TP": 434546, + "n_pred": 506151, + "n_ref": 477830 + }, + "7": { + "Dice": 0.8358053697293614, + "FN": 20741, + "FP": 25034, + "IoU": 0.717925807246734, + "TN": 5620376, + "TP": 116505, + "n_pred": 141539, + "n_ref": 137246 + }, + "8": { + "Dice": 0.9748904868170923, + "FN": 469, + "FP": 1050, + "IoU": 0.9510110620182539, + "TN": 5751649, + "TP": 29488, + "n_pred": 30538, + "n_ref": 29957 + }, + "9": { + "Dice": 0.7320147992509021, + "FN": 818, + "FP": 5049, + "IoU": 0.5773054755043228, + "TN": 5768776, + "TP": 8013, + "n_pred": 13062, + "n_ref": 8831 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9812108236785358, + "FN": 1137, + "FP": 1294, + "IoU": 0.9631146919143642, + "TN": 2737805, + "TP": 63476, + "n_pred": 64770, + "n_ref": 64613 + }, + "10": { + "Dice": 0.8716958288893373, + "FN": 2118, + "FP": 6784, + "IoU": 0.7725716621531858, + "TN": 2764570, + "TP": 30240, + "n_pred": 37024, + "n_ref": 32358 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.82899366643209, + "FN": 210, + "FP": 276, + "IoU": 0.7079326923076923, + "TN": 2802048, + "TP": 1178, + "n_pred": 1454, + "n_ref": 1388 + }, + "13": { + "Dice": 0.6634696585836651, + "FN": 13855, + "FP": 8461, + "IoU": 0.4964119691293948, + "TN": 2759398, + "TP": 21998, + "n_pred": 30459, + "n_ref": 35853 + }, + "14": { + "Dice": 0.7477000919963201, + "FN": 18054, + "FP": 1692, + "IoU": 0.5970615243342516, + "TN": 2754707, + "TP": 29259, + "n_pred": 30951, + "n_ref": 47313 + }, + "15": { + "Dice": 0.9133690409571775, + "FN": 3077, + "FP": 174, + "IoU": 0.840551277649713, + "TN": 2783323, + "TP": 17138, + "n_pred": 17312, + "n_ref": 20215 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9392997298812497, + "FN": 1102, + "FP": 89, + "IoU": 0.8855467999231212, + "TN": 2793306, + "TP": 9215, + "n_pred": 9304, + "n_ref": 10317 + }, + "4": { + "Dice": 0.9157023703557182, + "FN": 8271, + "FP": 1957, + "IoU": 0.844512009729401, + "TN": 2737932, + "TP": 55552, + "n_pred": 57509, + "n_ref": 63823 + }, + "5": { + "Dice": 0.05862497779356902, + "FN": 19570, + "FP": 1626, + "IoU": 0.03019765739385066, + "TN": 2781856, + "TP": 660, + "n_pred": 2286, + "n_ref": 20230 + }, + "6": { + "Dice": 0.9486694541848554, + "FN": 8204, + "FP": 6859, + "IoU": 0.9023512709309788, + "TN": 2649455, + "TP": 139194, + "n_pred": 146053, + "n_ref": 147398 + }, + "7": { + "Dice": 0.0008472872447367665, + "FN": 98, + "FP": 139052, + "IoU": 0.0004238231723523623, + "TN": 2664503, + "TP": 59, + "n_pred": 139111, + "n_ref": 157 + }, + "8": { + "Dice": 0.9363576204276294, + "FN": 3814, + "FP": 1764, + "IoU": 0.8803312451729168, + "TN": 2757100, + "TP": 41034, + "n_pred": 42798, + "n_ref": 44848 + }, + "9": { + "Dice": 0.8409506933969862, + "FN": 8986, + "FP": 1875, + "IoU": 0.7255521301864861, + "TN": 2764138, + "TP": 28713, + "n_pred": 30588, + "n_ref": 37699 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9289164416384589, + "FN": 3335, + "FP": 403, + "IoU": 0.8672679497194802, + "TN": 1724158, + "TP": 24424, + "n_pred": 24827, + "n_ref": 27759 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8762677484787018, + "FN": 29, + "FP": 32, + "IoU": 0.779783393501805, + "TN": 1752043, + "TP": 216, + "n_pred": 248, + "n_ref": 245 + }, + "13": { + "Dice": 0.6480857580398163, + "FN": 115, + "FP": 1034, + "IoU": 0.47938377888536476, + "TN": 1750113, + "TP": 1058, + "n_pred": 2092, + "n_ref": 1173 + }, + "14": { + "Dice": 0.9884545153915831, + "FN": 426, + "FP": 1180, + "IoU": 0.9771725843590983, + "TN": 1681966, + "TP": 68748, + "n_pred": 69928, + "n_ref": 69174 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9831939333110293, + "FN": 1491, + "FP": 1523, + "IoU": 0.9669434177478969, + "TN": 1661143, + "TP": 88163, + "n_pred": 89686, + "n_ref": 89654 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 48, + "IoU": 0.0, + "TN": 1752272, + "TP": 0, + "n_pred": 48, + "n_ref": 0 + }, + "6": { + "Dice": 0.9640933572710951, + "FN": 9, + "FP": 71, + "IoU": 0.9306759098786829, + "TN": 1751166, + "TP": 1074, + "n_pred": 1145, + "n_ref": 1083 + }, + "7": { + "Dice": 0.9569620253164557, + "FN": 8, + "FP": 9, + "IoU": 0.9174757281553398, + "TN": 1752114, + "TP": 189, + "n_pred": 198, + "n_ref": 197 + }, + "8": { + "Dice": 0.9715587934468589, + "FN": 2867, + "FP": 303, + "IoU": 0.9446906514987612, + "TN": 1695006, + "TP": 54144, + "n_pred": 54447, + "n_ref": 57011 + }, + "9": { + "Dice": 0.9375511317152986, + "FN": 90, + "FP": 139, + "IoU": 0.8824435318275154, + "TN": 1750372, + "TP": 1719, + "n_pred": 1858, + "n_ref": 1809 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9744795910808208, + "FN": 1283, + "FP": 1473, + "IoU": 0.9502293495142125, + "TN": 2748338, + "TP": 52618, + "n_pred": 54091, + "n_ref": 53901 + }, + "10": { + "Dice": 0.5459834834834835, + "FN": 2435, + "FP": 2403, + "IoU": 0.3755001936233381, + "TN": 2795965, + "TP": 2909, + "n_pred": 5312, + "n_ref": 5344 + }, + "11": { + "Dice": 0.22929936305732485, + "FN": 0, + "FP": 847, + "IoU": 0.12949640287769784, + "TN": 2802739, + "TP": 126, + "n_pred": 973, + "n_ref": 126 + }, + "12": { + "Dice": 0.6422018348623854, + "FN": 154, + "FP": 80, + "IoU": 0.47297297297297297, + "TN": 2803268, + "TP": 210, + "n_pred": 290, + "n_ref": 364 + }, + "13": { + "Dice": 0.6781754830535318, + "FN": 1036, + "FP": 3028, + "IoU": 0.5130601485741673, + "TN": 2795366, + "TP": 4282, + "n_pred": 7310, + "n_ref": 5318 + }, + "14": { + "Dice": 0.6334494773519164, + "FN": 491, + "FP": 1613, + "IoU": 0.46353901070882203, + "TN": 2799790, + "TP": 1818, + "n_pred": 3431, + "n_ref": 2309 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.4300341296928328, + "FN": 18, + "FP": 316, + "IoU": 0.27391304347826084, + "TN": 2803252, + "TP": 126, + "n_pred": 442, + "n_ref": 144 + }, + "3": { + "Dice": 0.9504749194565796, + "FN": 4648, + "FP": 4852, + "IoU": 0.9056238265067901, + "TN": 2703051, + "TP": 91161, + "n_pred": 96013, + "n_ref": 95809 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 395, + "IoU": 0.0, + "TN": 2803317, + "TP": 0, + "n_pred": 395, + "n_ref": 0 + }, + "5": { + "Dice": 0.32446636481241914, + "FN": 1167, + "FP": 15543, + "IoU": 0.193649568112725, + "TN": 2782989, + "TP": 4013, + "n_pred": 19556, + "n_ref": 5180 + }, + "6": { + "Dice": 0.96649866221218, + "FN": 8436, + "FP": 7829, + "IoU": 0.9351692415618373, + "TN": 2552828, + "TP": 234619, + "n_pred": 242448, + "n_ref": 243055 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 34027, + "IoU": 0.0, + "TN": 2769685, + "TP": 0, + "n_pred": 34027, + "n_ref": 0 + }, + "8": { + "Dice": 0.9235799968056758, + "FN": 4795, + "FP": 4296, + "IoU": 0.8580108081092056, + "TN": 2739686, + "TP": 54935, + "n_pred": 59231, + "n_ref": 59730 + }, + "9": { + "Dice": 0.8300528701553542, + "FN": 18268, + "FP": 1565, + "IoU": 0.7094789576222772, + "TN": 2735445, + "TP": 48434, + "n_pred": 49999, + "n_ref": 66702 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9764617197702443, + "FN": 937, + "FP": 1280, + "IoU": 0.9540060578399236, + "TN": 3281206, + "TP": 45985, + "n_pred": 47265, + "n_ref": 46922 + }, + "10": { + "Dice": 0.882847027022545, + "FN": 7483, + "FP": 6646, + "IoU": 0.7902651189027106, + "TN": 3262042, + "TP": 53237, + "n_pred": 59883, + "n_ref": 60720 + }, + "11": { + "Dice": 0.7720364741641338, + "FN": 1054, + "FP": 296, + "IoU": 0.6287128712871287, + "TN": 3325772, + "TP": 2286, + "n_pred": 2582, + "n_ref": 3340 + }, + "12": { + "Dice": 0.8361581920903954, + "FN": 41, + "FP": 17, + "IoU": 0.7184466019417476, + "TN": 3329202, + "TP": 148, + "n_pred": 165, + "n_ref": 189 + }, + "13": { + "Dice": 0.6308973172987974, + "FN": 6440, + "FP": 12712, + "IoU": 0.4608108108108108, + "TN": 3293888, + "TP": 16368, + "n_pred": 29080, + "n_ref": 22808 + }, + "14": { + "Dice": 0.09211841538625651, + "FN": 3016, + "FP": 226777, + "IoU": 0.04828308849414581, + "TN": 3087957, + "TP": 11658, + "n_pred": 238435, + "n_ref": 14674 + }, + "15": { + "Dice": 0.918883505500198, + "FN": 1480, + "FP": 3844, + "IoU": 0.8499394007722878, + "TN": 3293929, + "TP": 30155, + "n_pred": 33999, + "n_ref": 31635 + }, + "2": { + "Dice": 0.9830657829201946, + "FN": 439, + "FP": 445, + "IoU": 0.9666955506159817, + "TN": 3302865, + "TP": 25659, + "n_pred": 26104, + "n_ref": 26098 + }, + "3": { + "Dice": 0.9704024289754801, + "FN": 2925, + "FP": 1062, + "IoU": 0.942506525156099, + "TN": 3260061, + "TP": 65360, + "n_pred": 66422, + "n_ref": 68285 + }, + "4": { + "Dice": 0.9095256727968349, + "FN": 479, + "FP": 1602, + "IoU": 0.8340642691970337, + "TN": 3316867, + "TP": 10460, + "n_pred": 12062, + "n_ref": 10939 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.97528542606042, + "FN": 4082, + "FP": 4211, + "IoU": 0.9517630088063191, + "TN": 3157486, + "TP": 163629, + "n_pred": 167840, + "n_ref": 167711 + }, + "7": { + "Dice": 0.32740035479478996, + "FN": 18708, + "FP": 333521, + "IoU": 0.19574340801359041, + "TN": 2891452, + "TP": 85727, + "n_pred": 419248, + "n_ref": 104435 + }, + "8": { + "Dice": 0.9595657289108135, + "FN": 1003, + "FP": 956, + "IoU": 0.9222742421837804, + "TN": 3304204, + "TP": 23245, + "n_pred": 24201, + "n_ref": 24248 + }, + "9": { + "Dice": 0.9281183932346723, + "FN": 1523, + "FP": 1741, + "IoU": 0.8658777120315582, + "TN": 3305072, + "TP": 21072, + "n_pred": 22813, + "n_ref": 22595 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.95576659415899, + "FN": 14842, + "FP": 999, + "IoU": 0.9152806152463874, + "TN": 2967194, + "TP": 171141, + "n_pred": 172140, + "n_ref": 185983 + }, + "10": { + "Dice": 0.9054382146855698, + "FN": 2126, + "FP": 5391, + "IoU": 0.8272152626134927, + "TN": 3110671, + "TP": 35988, + "n_pred": 41379, + "n_ref": 38114 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7625005343631104, + "FN": 14126, + "FP": 2541, + "IoU": 0.6161623140343605, + "TN": 3110754, + "TP": 26755, + "n_pred": 29296, + "n_ref": 40881 + }, + "14": { + "Dice": 0.5488338567677495, + "FN": 1680, + "FP": 7083, + "IoU": 0.37820194422763076, + "TN": 3140083, + "TP": 5330, + "n_pred": 12413, + "n_ref": 7010 + }, + "15": { + "Dice": 0.8407061557329432, + "FN": 8897, + "FP": 20717, + "IoU": 0.7251881478456955, + "TN": 3046415, + "TP": 78147, + "n_pred": 98864, + "n_ref": 87044 + }, + "2": { + "Dice": 0.9534211513426447, + "FN": 1154, + "FP": 957, + "IoU": 0.9109883622870636, + "TN": 3130460, + "TP": 21605, + "n_pred": 22562, + "n_ref": 22759 + }, + "3": { + "Dice": 0.9787071273747291, + "FN": 307, + "FP": 194, + "IoU": 0.9583021223470661, + "TN": 3142161, + "TP": 11514, + "n_pred": 11708, + "n_ref": 11821 + }, + "4": { + "Dice": 0.6437490469816851, + "FN": 17412, + "FP": 3615, + "IoU": 0.4746533416614616, + "TN": 3114151, + "TP": 18998, + "n_pred": 22613, + "n_ref": 36410 + }, + "5": { + "Dice": 0.832391713747646, + "FN": 610, + "FP": 1170, + "IoU": 0.7129032258064516, + "TN": 3147976, + "TP": 4420, + "n_pred": 5590, + "n_ref": 5030 + }, + "6": { + "Dice": 0.9591430619046625, + "FN": 2916, + "FP": 20572, + "IoU": 0.9214936527778707, + "TN": 2854990, + "TP": 275698, + "n_pred": 296270, + "n_ref": 278614 + }, + "7": { + "Dice": 0.858959752422046, + "FN": 11267, + "FP": 6188, + "IoU": 0.7527865509085502, + "TN": 3083569, + "TP": 53152, + "n_pred": 59340, + "n_ref": 64419 + }, + "8": { + "Dice": 0.9509463335879953, + "FN": 3358, + "FP": 3448, + "IoU": 0.906480158293943, + "TN": 3081400, + "TP": 65970, + "n_pred": 69418, + "n_ref": 69328 + }, + "9": { + "Dice": 0.8081321473951716, + "FN": 112, + "FP": 2002, + "IoU": 0.6780383795309168, + "TN": 3147610, + "TP": 4452, + "n_pred": 6454, + "n_ref": 4564 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9296296296296296, + "FN": 37, + "FP": 1, + "IoU": 0.8685121107266436, + "TN": 2978655, + "TP": 251, + "n_pred": 252, + "n_ref": 288 + }, + "10": { + "Dice": 0.9048158334681551, + "FN": 1187, + "FP": 578, + "IoU": 0.8261768761079378, + "TN": 2968790, + "TP": 8389, + "n_pred": 8967, + "n_ref": 9576 + }, + "11": { + "Dice": 0.6568100358422939, + "FN": 330, + "FP": 436, + "IoU": 0.48899266177451634, + "TN": 2977445, + "TP": 733, + "n_pred": 1169, + "n_ref": 1063 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8899206079593351, + "FN": 3682, + "FP": 5067, + "IoU": 0.8016729382962325, + "TN": 2934830, + "TP": 35365, + "n_pred": 40432, + "n_ref": 39047 + }, + "14": { + "Dice": 0.6497946927215442, + "FN": 28514, + "FP": 2275, + "IoU": 0.4812562128283322, + "TN": 2919591, + "TP": 28564, + "n_pred": 30839, + "n_ref": 57078 + }, + "15": { + "Dice": 0.8751015670342426, + "FN": 294, + "FP": 4010, + "IoU": 0.7779382932617893, + "TN": 2959562, + "TP": 15078, + "n_pred": 19088, + "n_ref": 15372 + }, + "2": { + "Dice": 0.9576102581795182, + "FN": 4549, + "FP": 2823, + "IoU": 0.9186681523813727, + "TN": 2888303, + "TP": 83269, + "n_pred": 86092, + "n_ref": 87818 + }, + "3": { + "Dice": 0.9445464398681679, + "FN": 1188, + "FP": 1319, + "IoU": 0.89491994299606, + "TN": 2955086, + "TP": 21351, + "n_pred": 22670, + "n_ref": 22539 + }, + "4": { + "Dice": 0.9209261909629932, + "FN": 5198, + "FP": 990, + "IoU": 0.8534413339017574, + "TN": 2936722, + "TP": 36034, + "n_pred": 37024, + "n_ref": 41232 + }, + "5": { + "Dice": 0.9135546692909308, + "FN": 1436, + "FP": 233, + "IoU": 0.8408657513348589, + "TN": 2968456, + "TP": 8819, + "n_pred": 9052, + "n_ref": 10255 + }, + "6": { + "Dice": 0.9439568843086559, + "FN": 6845, + "FP": 8545, + "IoU": 0.8938620689655172, + "TN": 2833944, + "TP": 129610, + "n_pred": 138155, + "n_ref": 136455 + }, + "7": { + "Dice": 0.7486763436130525, + "FN": 2157, + "FP": 13270, + "IoU": 0.5983075120427028, + "TN": 2940539, + "TP": 22978, + "n_pred": 36248, + "n_ref": 25135 + }, + "8": { + "Dice": 0.9693181059239965, + "FN": 768, + "FP": 1529, + "IoU": 0.9404629221637594, + "TN": 2940363, + "TP": 36284, + "n_pred": 37813, + "n_ref": 37052 + }, + "9": { + "Dice": 0.8577722946774762, + "FN": 5018, + "FP": 3052, + "IoU": 0.7509643573522604, + "TN": 2946539, + "TP": 24335, + "n_pred": 27387, + "n_ref": 29353 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9719351596526041, + "FN": 1521, + "FP": 1746, + "IoU": 0.9454025869848591, + "TN": 2568642, + "TP": 56571, + "n_pred": 58317, + "n_ref": 58092 + }, + "10": { + "Dice": 0.8607967357457318, + "FN": 6886, + "FP": 6078, + "IoU": 0.755612947009256, + "TN": 2575433, + "TP": 40083, + "n_pred": 46161, + "n_ref": 46969 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.889198606271777, + "FN": 162, + "FP": 156, + "IoU": 0.8005018820577164, + "TN": 2626886, + "TP": 1276, + "n_pred": 1432, + "n_ref": 1438 + }, + "13": { + "Dice": 0.690155841641661, + "FN": 4576, + "FP": 5027, + "IoU": 0.526899201891812, + "TN": 2608182, + "TP": 10695, + "n_pred": 15722, + "n_ref": 15271 + }, + "14": { + "Dice": 0.9489285616042692, + "FN": 3489, + "FP": 5794, + "IoU": 0.902820233658557, + "TN": 2532956, + "TP": 86241, + "n_pred": 92035, + "n_ref": 89730 + }, + "15": { + "Dice": 0.8248868117423689, + "FN": 1928, + "FP": 4067, + "IoU": 0.701963708675118, + "TN": 2608365, + "TP": 14120, + "n_pred": 18187, + "n_ref": 16048 + }, + "2": { + "Dice": 0.9780569362855852, + "FN": 1180, + "FP": 1248, + "IoU": 0.9570561913015795, + "TN": 2571941, + "TP": 54111, + "n_pred": 55359, + "n_ref": 55291 + }, + "3": { + "Dice": 0.9268626110731374, + "FN": 66, + "FP": 41, + "IoU": 0.8636942675159236, + "TN": 2627695, + "TP": 678, + "n_pred": 719, + "n_ref": 744 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.48865845755022685, + "FN": 263, + "FP": 1315, + "IoU": 0.32332761578044594, + "TN": 2626148, + "TP": 754, + "n_pred": 2069, + "n_ref": 1017 + }, + "6": { + "Dice": 0.957231232679169, + "FN": 9159, + "FP": 10178, + "IoU": 0.9179707550491446, + "TN": 2392747, + "TP": 216396, + "n_pred": 226574, + "n_ref": 225555 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 100778, + "IoU": 0.0, + "TN": 2527702, + "TP": 0, + "n_pred": 100778, + "n_ref": 0 + }, + "8": { + "Dice": 0.9350188835051672, + "FN": 3695, + "FP": 1656, + "IoU": 0.8779675705261237, + "TN": 2584631, + "TP": 38498, + "n_pred": 40154, + "n_ref": 42193 + }, + "9": { + "Dice": 0.8770983543398095, + "FN": 1110, + "FP": 3356, + "IoU": 0.7810998921674346, + "TN": 2608078, + "TP": 15936, + "n_pred": 19292, + "n_ref": 17046 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8583264291632146, + "FN": 198, + "FP": 144, + "IoU": 0.7518142235123367, + "TN": 4028958, + "TP": 1036, + "n_pred": 1180, + "n_ref": 1234 + }, + "10": { + "Dice": 0.8442826410723151, + "FN": 5010, + "FP": 4400, + "IoU": 0.7305269186712485, + "TN": 3995416, + "TP": 25510, + "n_pred": 29910, + "n_ref": 30520 + }, + "11": { + "Dice": 0.8943089430894309, + "FN": 77, + "FP": 40, + "IoU": 0.8088235294117647, + "TN": 4029724, + "TP": 495, + "n_pred": 535, + "n_ref": 572 + }, + "12": { + "Dice": 0.8764984666852523, + "FN": 619, + "FP": 267, + "IoU": 0.7801488833746898, + "TN": 4026306, + "TP": 3144, + "n_pred": 3411, + "n_ref": 3763 + }, + "13": { + "Dice": 0.6637504754659567, + "FN": 14271, + "FP": 5177, + "IoU": 0.4967264446342158, + "TN": 3991693, + "TP": 19195, + "n_pred": 24372, + "n_ref": 33466 + }, + "14": { + "Dice": 0.9788787066309176, + "FN": 3875, + "FP": 4042, + "IoU": 0.95863117632305, + "TN": 3838960, + "TP": 183459, + "n_pred": 187501, + "n_ref": 187334 + }, + "15": { + "Dice": 0.8771468549672968, + "FN": 5775, + "FP": 13102, + "IoU": 0.7811768251686644, + "TN": 3944070, + "TP": 67389, + "n_pred": 80491, + "n_ref": 73164 + }, + "2": { + "Dice": 0.9795882065193223, + "FN": 687, + "FP": 2526, + "IoU": 0.9599930271071211, + "TN": 3950025, + "TP": 77098, + "n_pred": 79624, + "n_ref": 77785 + }, + "3": { + "Dice": 0.9643461806592969, + "FN": 288, + "FP": 428, + "IoU": 0.9311472256947784, + "TN": 4019937, + "TP": 9683, + "n_pred": 10111, + "n_ref": 9971 + }, + "4": { + "Dice": 0.7049761207826221, + "FN": 589, + "FP": 5156, + "IoU": 0.5443730668570069, + "TN": 4017727, + "TP": 6864, + "n_pred": 12020, + "n_ref": 7453 + }, + "5": { + "Dice": 0.8488448844884489, + "FN": 867, + "FP": 965, + "IoU": 0.7373853211009175, + "TN": 4023360, + "TP": 5144, + "n_pred": 6109, + "n_ref": 6011 + }, + "6": { + "Dice": 0.9488264672585103, + "FN": 87088, + "FP": 10006, + "IoU": 0.9026354238428593, + "TN": 3033115, + "TP": 900127, + "n_pred": 910133, + "n_ref": 987215 + }, + "7": { + "Dice": 0.6938319129050567, + "FN": 8931, + "FP": 62810, + "IoU": 0.5311964974188068, + "TN": 3877306, + "TP": 81289, + "n_pred": 144099, + "n_ref": 90220 + }, + "8": { + "Dice": 0.9611783746133202, + "FN": 1762, + "FP": 2028, + "IoU": 0.9252583418789935, + "TN": 3979628, + "TP": 46918, + "n_pred": 48946, + "n_ref": 48680 + }, + "9": { + "Dice": 0.8753552917572313, + "FN": 910, + "FP": 8036, + "IoU": 0.7783394038504423, + "TN": 3989977, + "TP": 31413, + "n_pred": 39449, + "n_ref": 32323 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9493617911697008, + "FN": 809, + "FP": 159, + "IoU": 0.9036048595897231, + "TN": 1742278, + "TP": 9074, + "n_pred": 9233, + "n_ref": 9883 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9704784346951203, + "FN": 2567, + "FP": 3008, + "IoU": 0.9426499331344512, + "TN": 1655110, + "TP": 91635, + "n_pred": 94643, + "n_ref": 94202 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9177730192719487, + "FN": 1568, + "FP": 352, + "IoU": 0.84804115552038, + "TN": 1739685, + "TP": 10715, + "n_pred": 11067, + "n_ref": 12283 + }, + "6": { + "Dice": 0.9853292189600744, + "FN": 2292, + "FP": 2662, + "IoU": 0.9710826776249737, + "TN": 1581004, + "TP": 166362, + "n_pred": 169024, + "n_ref": 168654 + }, + "7": { + "Dice": 0.8656551130115127, + "FN": 15767, + "FP": 1702, + "IoU": 0.7631322033898305, + "TN": 1678570, + "TP": 56281, + "n_pred": 57983, + "n_ref": 72048 + }, + "8": { + "Dice": 0.9803981004344751, + "FN": 231, + "FP": 157, + "IoU": 0.9615498959468833, + "TN": 1742229, + "TP": 9703, + "n_pred": 9860, + "n_ref": 9934 + }, + "9": { + "Dice": 0.9189749915890995, + "FN": 1726, + "FP": 1164, + "IoU": 0.8500959593339904, + "TN": 1733041, + "TP": 16389, + "n_pred": 17553, + "n_ref": 18115 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9731067859297536, + "FN": 2722, + "FP": 5480, + "IoU": 0.947622179790923, + "TN": 2471887, + "TP": 148391, + "n_pred": 153871, + "n_ref": 151113 + }, + "10": { + "Dice": 0.49371218247218585, + "FN": 17232, + "FP": 925, + "IoU": 0.32776749352091816, + "TN": 2601470, + "TP": 8853, + "n_pred": 9778, + "n_ref": 26085 + }, + "11": { + "Dice": 0.7181467181467182, + "FN": 717, + "FP": 378, + "IoU": 0.5602409638554217, + "TN": 2625990, + "TP": 1395, + "n_pred": 1773, + "n_ref": 2112 + }, + "12": { + "Dice": 0.7578785549577248, + "FN": 642, + "FP": 618, + "IoU": 0.6101485148514851, + "TN": 2625248, + "TP": 1972, + "n_pred": 2590, + "n_ref": 2614 + }, + "13": { + "Dice": 0.7812238792837974, + "FN": 10784, + "FP": 4135, + "IoU": 0.640990470690153, + "TN": 2586924, + "TP": 26637, + "n_pred": 30772, + "n_ref": 37421 + }, + "14": { + "Dice": 0.9120237894854962, + "FN": 1285, + "FP": 8123, + "IoU": 0.8382754886287453, + "TN": 2570307, + "TP": 48765, + "n_pred": 56888, + "n_ref": 50050 + }, + "15": { + "Dice": 0.9269863933437019, + "FN": 6332, + "FP": 2259, + "IoU": 0.863909262280799, + "TN": 2565353, + "TP": 54536, + "n_pred": 56795, + "n_ref": 60868 + }, + "2": { + "Dice": 0.9236136034109017, + "FN": 1600, + "FP": 9042, + "IoU": 0.8580688183515605, + "TN": 2553500, + "TP": 64338, + "n_pred": 73380, + "n_ref": 65938 + }, + "3": { + "Dice": 0.9033050047214353, + "FN": 357, + "FP": 1691, + "IoU": 0.8236610986740142, + "TN": 2616866, + "TP": 9566, + "n_pred": 11257, + "n_ref": 9923 + }, + "4": { + "Dice": 0.36040494938132733, + "FN": 1001, + "FP": 4685, + "IoU": 0.21981339187705817, + "TN": 2621192, + "TP": 1602, + "n_pred": 6287, + "n_ref": 2603 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9452551727938138, + "FN": 6310, + "FP": 11573, + "IoU": 0.896193229311786, + "TN": 2456208, + "TP": 154389, + "n_pred": 165962, + "n_ref": 160699 + }, + "7": { + "Dice": 0.9353543149964092, + "FN": 48435, + "FP": 15386, + "IoU": 0.8785592504357489, + "TN": 2102948, + "TP": 461711, + "n_pred": 477097, + "n_ref": 510146 + }, + "8": { + "Dice": 0.9504926209067496, + "FN": 602, + "FP": 1820, + "IoU": 0.9056559675911499, + "TN": 2602808, + "TP": 23250, + "n_pred": 25070, + "n_ref": 23852 + }, + "9": { + "Dice": 0.924081515499426, + "FN": 907, + "FP": 151, + "IoU": 0.8588768840869682, + "TN": 2620983, + "TP": 6439, + "n_pred": 6590, + "n_ref": 7346 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8377232429654375, + "FN": 117, + "FP": 1146, + "IoU": 0.7207605571523326, + "TN": 1572565, + "TP": 3260, + "n_pred": 4406, + "n_ref": 3377 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8551105574587355, + "FN": 8849, + "FP": 2782, + "IoU": 0.7468935651644071, + "TN": 1531135, + "TP": 34322, + "n_pred": 37104, + "n_ref": 43171 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9044430919050518, + "FN": 58, + "FP": 99, + "IoU": 0.8255555555555556, + "TN": 1576188, + "TP": 743, + "n_pred": 842, + "n_ref": 801 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9162532174432051, + "FN": 1707, + "FP": 538, + "IoU": 0.8454495387580889, + "TN": 1562562, + "TP": 12281, + "n_pred": 12819, + "n_ref": 13988 + }, + "5": { + "Dice": 0.6285714285714286, + "FN": 38, + "FP": 27, + "IoU": 0.4583333333333333, + "TN": 1576968, + "TP": 55, + "n_pred": 82, + "n_ref": 93 + }, + "6": { + "Dice": 0.9455709860429501, + "FN": 5113, + "FP": 2706, + "IoU": 0.896761160331146, + "TN": 1501351, + "TP": 67918, + "n_pred": 70624, + "n_ref": 73031 + }, + "7": { + "Dice": 0.9360760218295615, + "FN": 1063, + "FP": 612, + "IoU": 0.8798335605136667, + "TN": 1563149, + "TP": 12264, + "n_pred": 12876, + "n_ref": 13327 + }, + "8": { + "Dice": 0.896716760792572, + "FN": 3576, + "FP": 740, + "IoU": 0.8127711261495749, + "TN": 1554036, + "TP": 18736, + "n_pred": 19476, + "n_ref": 22312 + }, + "9": { + "Dice": 0.9725397760754272, + "FN": 320, + "FP": 146, + "IoU": 0.9465473732507456, + "TN": 1568370, + "TP": 8252, + "n_pred": 8398, + "n_ref": 8572 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9198497963628938, + "FN": 3438, + "FP": 3627, + "IoU": 0.8515943368482964, + "TN": 2580874, + "TP": 40541, + "n_pred": 44168, + "n_ref": 43979 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 67, + "FP": 0, + "IoU": 0.0, + "TN": 2628413, + "TP": 0, + "n_pred": 0, + "n_ref": 67 + }, + "13": { + "Dice": 0.8446615021892894, + "FN": 3019, + "FP": 1593, + "IoU": 0.7310943968281732, + "TN": 2611329, + "TP": 12539, + "n_pred": 14132, + "n_ref": 15558 + }, + "14": { + "Dice": 0.9448174474469924, + "FN": 1906, + "FP": 1735, + "IoU": 0.8954066243428801, + "TN": 2593669, + "TP": 31170, + "n_pred": 32905, + "n_ref": 33076 + }, + "15": { + "Dice": 0.9101876675603218, + "FN": 773, + "FP": 1103, + "IoU": 0.8351783517835178, + "TN": 2617098, + "TP": 9506, + "n_pred": 10609, + "n_ref": 10279 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3378, + "IoU": 0.0, + "TN": 2625102, + "TP": 0, + "n_pred": 3378, + "n_ref": 0 + }, + "3": { + "Dice": 0.9118385900554249, + "FN": 445, + "FP": 1766, + "IoU": 0.8379626236716746, + "TN": 2614835, + "TP": 11434, + "n_pred": 13200, + "n_ref": 11879 + }, + "4": { + "Dice": 0.8614283748451906, + "FN": 284, + "FP": 723, + "IoU": 0.7565868987188784, + "TN": 2624343, + "TP": 3130, + "n_pred": 3853, + "n_ref": 3414 + }, + "5": { + "Dice": 0.7888386925325538, + "FN": 3292, + "FP": 681, + "IoU": 0.6513077058100755, + "TN": 2617086, + "TP": 7421, + "n_pred": 8102, + "n_ref": 10713 + }, + "6": { + "Dice": 0.9673836930174826, + "FN": 2955, + "FP": 10972, + "IoU": 0.9368278289584099, + "TN": 2408019, + "TP": 206534, + "n_pred": 217506, + "n_ref": 209489 + }, + "7": { + "Dice": 0.9548444808885741, + "FN": 4347, + "FP": 2922, + "IoU": 0.9135908134517314, + "TN": 2544357, + "TP": 76854, + "n_pred": 79776, + "n_ref": 81201 + }, + "8": { + "Dice": 0.9690486378547996, + "FN": 922, + "FP": 814, + "IoU": 0.939955727725512, + "TN": 2599568, + "TP": 27176, + "n_pred": 27990, + "n_ref": 28098 + }, + "9": { + "Dice": 0.9008219178082192, + "FN": 220, + "FP": 323, + "IoU": 0.8195413758723828, + "TN": 2625471, + "TP": 2466, + "n_pred": 2789, + "n_ref": 2686 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8410003087372646, + "FN": 623, + "FP": 4527, + "IoU": 0.7256259989344699, + "TN": 3135406, + "TP": 13620, + "n_pred": 18147, + "n_ref": 14243 + }, + "10": { + "Dice": 0.8762762583634068, + "FN": 10579, + "FP": 1866, + "IoU": 0.7797968716823555, + "TN": 3097660, + "TP": 44071, + "n_pred": 45937, + "n_ref": 54650 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8584567070435173, + "FN": 875, + "FP": 387, + "IoU": 0.7520141481627038, + "TN": 3149087, + "TP": 3827, + "n_pred": 4214, + "n_ref": 4702 + }, + "13": { + "Dice": 0.9024250456710965, + "FN": 2327, + "FP": 3121, + "IoU": 0.8221990143924807, + "TN": 3123535, + "TP": 25193, + "n_pred": 28314, + "n_ref": 27520 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8571754023399997, + "FN": 1726, + "FP": 33382, + "IoU": 0.7500498362523138, + "TN": 3013716, + "TP": 105352, + "n_pred": 138734, + "n_ref": 107078 + }, + "3": { + "Dice": 0.7590267354882796, + "FN": 38931, + "FP": 565, + "IoU": 0.6116382658629879, + "TN": 3052477, + "TP": 62203, + "n_pred": 62768, + "n_ref": 101134 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9758270173141557, + "FN": 2058, + "FP": 6767, + "IoU": 0.9527951174371895, + "TN": 2967225, + "TP": 178126, + "n_pred": 184893, + "n_ref": 180184 + }, + "7": { + "Dice": 0.9892654622181195, + "FN": 1943, + "FP": 1313, + "IoU": 0.9787589374249778, + "TN": 3000888, + "TP": 150032, + "n_pred": 151345, + "n_ref": 151975 + }, + "8": { + "Dice": 0.9370725034199726, + "FN": 557, + "FP": 1283, + "IoU": 0.8815958815958816, + "TN": 3138636, + "TP": 13700, + "n_pred": 14983, + "n_ref": 14257 + }, + "9": { + "Dice": 0.954542534740809, + "FN": 873, + "FP": 1250, + "IoU": 0.9130381354196535, + "TN": 3129763, + "TP": 22290, + "n_pred": 23540, + "n_ref": 23163 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8268745101454323, + "FN": 4642, + "FP": 3310, + "IoU": 0.7048474500779452, + "TN": 1550146, + "TP": 18990, + "n_pred": 22300, + "n_ref": 23632 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4628099173553719, + "FN": 65, + "FP": 0, + "IoU": 0.3010752688172043, + "TN": 1576995, + "TP": 28, + "n_pred": 28, + "n_ref": 93 + }, + "13": { + "Dice": 0.805780225386774, + "FN": 11369, + "FP": 1574, + "IoU": 0.6747336147969442, + "TN": 1537296, + "TP": 26849, + "n_pred": 28423, + "n_ref": 38218 + }, + "14": { + "Dice": 0.8058608058608059, + "FN": 2, + "FP": 210, + "IoU": 0.6748466257668712, + "TN": 1576436, + "TP": 440, + "n_pred": 650, + "n_ref": 442 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9308677098150783, + "FN": 150, + "FP": 336, + "IoU": 0.8706758914316126, + "TN": 1573330, + "TP": 3272, + "n_pred": 3608, + "n_ref": 3422 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 115, + "IoU": 0.0, + "TN": 1576973, + "TP": 0, + "n_pred": 115, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9660169506469107, + "FN": 14678, + "FP": 6521, + "IoU": 0.9342676857723136, + "TN": 1254583, + "TP": 301306, + "n_pred": 307827, + "n_ref": 315984 + }, + "7": { + "Dice": 0.9302881423449741, + "FN": 478, + "FP": 1097, + "IoU": 0.8696623634558094, + "TN": 1565004, + "TP": 10509, + "n_pred": 11606, + "n_ref": 10987 + }, + "8": { + "Dice": 0.9550484771325042, + "FN": 759, + "FP": 1077, + "IoU": 0.9139643861293346, + "TN": 1555748, + "TP": 19504, + "n_pred": 20581, + "n_ref": 20263 + }, + "9": { + "Dice": 0.8943854106835152, + "FN": 368, + "FP": 2574, + "IoU": 0.8089486330281187, + "TN": 1561689, + "TP": 12457, + "n_pred": 15031, + "n_ref": 12825 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9121066061808902, + "FN": 581, + "FP": 6859, + "IoU": 0.8384154287203545, + "TN": 3633828, + "TP": 38604, + "n_pred": 45463, + "n_ref": 39185 + }, + "10": { + "Dice": 0.8373856304450844, + "FN": 1447, + "FP": 3014, + "IoU": 0.7202608641123722, + "TN": 3663925, + "TP": 11486, + "n_pred": 14500, + "n_ref": 12933 + }, + "11": { + "Dice": 0.7391728171563849, + "FN": 782, + "FP": 1091, + "IoU": 0.5862602164789044, + "TN": 3675345, + "TP": 2654, + "n_pred": 3745, + "n_ref": 3436 + }, + "12": { + "Dice": 0.0, + "FN": 181, + "FP": 0, + "IoU": 0.0, + "TN": 3679691, + "TP": 0, + "n_pred": 0, + "n_ref": 181 + }, + "13": { + "Dice": 0.9293283833952075, + "FN": 970, + "FP": 2171, + "IoU": 0.8679863825494893, + "TN": 3656079, + "TP": 20652, + "n_pred": 22823, + "n_ref": 21622 + }, + "14": { + "Dice": 0.9312583967756382, + "FN": 1319, + "FP": 1751, + "IoU": 0.871359731824848, + "TN": 3656007, + "TP": 20795, + "n_pred": 22546, + "n_ref": 22114 + }, + "15": { + "Dice": 0.8703082087274947, + "FN": 508, + "FP": 342, + "IoU": 0.7703943814154511, + "TN": 3676170, + "TP": 2852, + "n_pred": 3194, + "n_ref": 3360 + }, + "2": { + "Dice": 0.9528441329328183, + "FN": 2088, + "FP": 879, + "IoU": 0.9099353428649486, + "TN": 3646929, + "TP": 29976, + "n_pred": 30855, + "n_ref": 32064 + }, + "3": { + "Dice": 0.9550971150124098, + "FN": 964, + "FP": 2980, + "IoU": 0.9140534768680948, + "TN": 3633983, + "TP": 41945, + "n_pred": 44925, + "n_ref": 42909 + }, + "4": { + "Dice": 0.7692307692307693, + "FN": 0, + "FP": 6, + "IoU": 0.625, + "TN": 3679856, + "TP": 10, + "n_pred": 16, + "n_ref": 10 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9714316705340921, + "FN": 20612, + "FP": 16261, + "IoU": 0.9444503031106505, + "TN": 3016088, + "TP": 626911, + "n_pred": 643172, + "n_ref": 647523 + }, + "7": { + "Dice": 0.9561514675318092, + "FN": 5395, + "FP": 2390, + "IoU": 0.915986790986791, + "TN": 3587208, + "TP": 84879, + "n_pred": 87269, + "n_ref": 90274 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8752805049088359, + "FN": 1732, + "FP": 5382, + "IoU": 0.7782211553449512, + "TN": 3647795, + "TP": 24963, + "n_pred": 30345, + "n_ref": 26695 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.975801723731292, + "FN": 898, + "FP": 2693, + "IoU": 0.952746891242845, + "TN": 3078181, + "TP": 72404, + "n_pred": 75097, + "n_ref": 73302 + }, + "10": { + "Dice": 0.9057593016447544, + "FN": 2805, + "FP": 4277, + "IoU": 0.8277514289188861, + "TN": 3113061, + "TP": 34033, + "n_pred": 38310, + "n_ref": 36838 + }, + "11": { + "Dice": 0.8129191186533461, + "FN": 758, + "FP": 609, + "IoU": 0.6848051648605027, + "TN": 3149839, + "TP": 2970, + "n_pred": 3579, + "n_ref": 3728 + }, + "12": { + "Dice": 0.7542087542087542, + "FN": 1029, + "FP": 796, + "IoU": 0.6054054054054054, + "TN": 3149551, + "TP": 2800, + "n_pred": 3596, + "n_ref": 3829 + }, + "13": { + "Dice": 0.7384669312334906, + "FN": 18586, + "FP": 2305, + "IoU": 0.5853726307432767, + "TN": 3103791, + "TP": 29494, + "n_pred": 31799, + "n_ref": 48080 + }, + "14": { + "Dice": 0.937103903711988, + "FN": 1533, + "FP": 3191, + "IoU": 0.8816514680829742, + "TN": 3114260, + "TP": 35192, + "n_pred": 38383, + "n_ref": 36725 + }, + "15": { + "Dice": 0.42136866494794895, + "FN": 17264, + "FP": 467, + "IoU": 0.26692024641336254, + "TN": 3129989, + "TP": 6456, + "n_pred": 6923, + "n_ref": 23720 + }, + "2": { + "Dice": 0.7280033033845453, + "FN": 89978, + "FP": 5535, + "IoU": 0.5723311273697691, + "TN": 2930842, + "TP": 127821, + "n_pred": 133356, + "n_ref": 217799 + }, + "3": { + "Dice": 0.5178031277696772, + "FN": 166399, + "FP": 2259, + "IoU": 0.34934841482327345, + "TN": 2894962, + "TP": 90556, + "n_pred": 92815, + "n_ref": 256955 + }, + "4": { + "Dice": 0.8492112909921129, + "FN": 884, + "FP": 2022, + "IoU": 0.7379384976102444, + "TN": 3143087, + "TP": 8183, + "n_pred": 10205, + "n_ref": 9067 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 136, + "IoU": 0.0, + "TN": 3154040, + "TP": 0, + "n_pred": 136, + "n_ref": 0 + }, + "6": { + "Dice": 0.9732262805470495, + "FN": 4990, + "FP": 10276, + "IoU": 0.9478488415788143, + "TN": 2861450, + "TP": 277460, + "n_pred": 287736, + "n_ref": 282450 + }, + "7": { + "Dice": 0.9346120968246356, + "FN": 6478, + "FP": 9203, + "IoU": 0.8772505244700504, + "TN": 3026428, + "TP": 112067, + "n_pred": 121270, + "n_ref": 118545 + }, + "8": { + "Dice": 0.9506209126313468, + "FN": 990, + "FP": 3042, + "IoU": 0.905888943351306, + "TN": 3111333, + "TP": 38811, + "n_pred": 41853, + "n_ref": 39801 + }, + "9": { + "Dice": 0.866366095581605, + "FN": 408, + "FP": 3297, + "IoU": 0.7642379891823099, + "TN": 3138461, + "TP": 12010, + "n_pred": 15307, + "n_ref": 12418 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9556019848524419, + "FN": 106, + "FP": 574, + "IoU": 0.9149787446861716, + "TN": 5774658, + "TP": 7318, + "n_pred": 7892, + "n_ref": 7424 + }, + "10": { + "Dice": 0.8354738892008459, + "FN": 5089, + "FP": 8682, + "IoU": 0.7174368023637557, + "TN": 5733920, + "TP": 34965, + "n_pred": 43647, + "n_ref": 40054 + }, + "11": { + "Dice": 0.8664461083057635, + "FN": 755, + "FP": 779, + "IoU": 0.7643625192012289, + "TN": 5776146, + "TP": 4976, + "n_pred": 5755, + "n_ref": 5731 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5782656, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8227167551381517, + "FN": 6365, + "FP": 4055, + "IoU": 0.6988265217642639, + "TN": 5748058, + "TP": 24178, + "n_pred": 28233, + "n_ref": 30543 + }, + "14": { + "Dice": 0.27815934065934067, + "FN": 6547, + "FP": 35493, + "IoU": 0.16154766653370561, + "TN": 5732516, + "TP": 8100, + "n_pred": 43593, + "n_ref": 14647 + }, + "15": { + "Dice": 0.8548249675865901, + "FN": 2754, + "FP": 1165, + "IoU": 0.746457915507537, + "TN": 5767199, + "TP": 11538, + "n_pred": 12703, + "n_ref": 14292 + }, + "2": { + "Dice": 0.9779944455296705, + "FN": 2221, + "FP": 2961, + "IoU": 0.9569365266674423, + "TN": 5662322, + "TP": 115152, + "n_pred": 118113, + "n_ref": 117373 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5782656, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8965661349864178, + "FN": 6305, + "FP": 4090, + "IoU": 0.8125236712536296, + "TN": 5727209, + "TP": 45052, + "n_pred": 49142, + "n_ref": 51357 + }, + "5": { + "Dice": 0.9490838618745595, + "FN": 250, + "FP": 328, + "IoU": 0.9031014249790444, + "TN": 5776691, + "TP": 5387, + "n_pred": 5715, + "n_ref": 5637 + }, + "6": { + "Dice": 0.9365697884644167, + "FN": 68130, + "FP": 27650, + "IoU": 0.8807063954972829, + "TN": 4979763, + "TP": 707113, + "n_pred": 734763, + "n_ref": 775243 + }, + "7": { + "Dice": 0.9457909699802438, + "FN": 32292, + "FP": 9333, + "IoU": 0.8971569613310174, + "TN": 5377913, + "TP": 363118, + "n_pred": 372451, + "n_ref": 395410 + }, + "8": { + "Dice": 0.9667901196780019, + "FN": 546, + "FP": 539, + "IoU": 0.9357151321246593, + "TN": 5765778, + "TP": 15793, + "n_pred": 16332, + "n_ref": 16339 + }, + "9": { + "Dice": 0.9238717915371064, + "FN": 2927, + "FP": 3512, + "IoU": 0.8585146121731487, + "TN": 5737146, + "TP": 39071, + "n_pred": 42583, + "n_ref": 41998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0362.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.7720933441546383, + "FN": 7977.8200000000015, + "FP": 9936.91111111111, + "IoU": 0.6853155251019558, + "TN": 3061270.4644444445, + "TP": 45785.47111111112, + "n_pred": 55722.38222222221, + "n_ref": 53763.291111111124 + }, + "mean": { + "1": { + "Dice": 0.8531694015315792, + "FN": 13947.966666666667, + "FP": 4987.766666666666, + "IoU": 0.7956069967559181, + "TN": 3028191.5, + "TP": 77843.43333333333, + "n_pred": 82831.2, + "n_ref": 91791.4 + }, + "10": { + "Dice": 0.7915837002713827, + "FN": 6115.0, + "FP": 4954.7, + "IoU": 0.6923385091720761, + "TN": 3094733.1, + "TP": 19167.866666666665, + "n_pred": 24122.566666666666, + "n_ref": 25282.866666666665 + }, + "11": { + "Dice": 0.6020587506263901, + "FN": 534.3, + "FP": 187.66666666666666, + "IoU": 0.48606503262828354, + "TN": 3123377.7666666666, + "TP": 870.9333333333333, + "n_pred": 1058.6, + "n_ref": 1405.2333333333333 + }, + "12": { + "Dice": 0.5142590989436746, + "FN": 458.03333333333336, + "FP": 268.7, + "IoU": 0.3982529369079825, + "TN": 3123309.2, + "TP": 934.7333333333333, + "n_pred": 1203.4333333333334, + "n_ref": 1392.7666666666667 + }, + "13": { + "Dice": 0.7169517312360123, + "FN": 7190.433333333333, + "FP": 6491.7, + "IoU": 0.5984958930090556, + "TN": 3092748.5, + "TP": 18540.033333333333, + "n_pred": 25031.733333333334, + "n_ref": 25730.466666666667 + }, + "14": { + "Dice": 0.8333462013208083, + "FN": 2153.266666666667, + "FP": 21362.366666666665, + "IoU": 0.7668973607771243, + "TN": 3060959.7666666666, + "TP": 40495.26666666667, + "n_pred": 61857.63333333333, + "n_ref": 42648.53333333333 + }, + "15": { + "Dice": 0.6817410262682855, + "FN": 3430.366666666667, + "FP": 10634.1, + "IoU": 0.5746078247450834, + "TN": 3092371.2333333334, + "TP": 18534.966666666667, + "n_pred": 29169.066666666666, + "n_ref": 21965.333333333332 + }, + "2": { + "Dice": 0.8359780121789123, + "FN": 3249.366666666667, + "FP": 6759.733333333334, + "IoU": 0.7684204153135094, + "TN": 3075491.2666666666, + "TP": 39470.3, + "n_pred": 46230.03333333333, + "n_ref": 42719.666666666664 + }, + "3": { + "Dice": 0.9042287112253344, + "FN": 1702.6666666666667, + "FP": 3106.8, + "IoU": 0.8556374214224689, + "TN": 3077031.4, + "TP": 43129.8, + "n_pred": 46236.6, + "n_ref": 44832.46666666667 + }, + "4": { + "Dice": 0.7039375381194728, + "FN": 4332.066666666667, + "FP": 1681.5666666666666, + "IoU": 0.6131936136682807, + "TN": 3104836.9, + "TP": 14120.133333333333, + "n_pred": 15801.7, + "n_ref": 18452.2 + }, + "5": { + "Dice": 0.7006555363433122, + "FN": 1115.1, + "FP": 459.2, + "IoU": 0.592284874455571, + "TN": 3119761.2, + "TP": 3635.1666666666665, + "n_pred": 4094.366666666667, + "n_ref": 4750.266666666666 + }, + "6": { + "Dice": 0.8918523238565663, + "FN": 56635.23333333333, + "FP": 54624.566666666666, + "IoU": 0.8254667699853925, + "TN": 2754897.1, + "TP": 258813.76666666666, + "n_pred": 313438.3333333333, + "n_ref": 315449.0 + }, + "7": { + "Dice": 0.8312601075733642, + "FN": 13879.466666666667, + "FP": 27659.033333333333, + "IoU": 0.7490683076836036, + "TN": 2973694.466666667, + "TP": 109737.7, + "n_pred": 137396.73333333334, + "n_ref": 123617.16666666667 + }, + "8": { + "Dice": 0.8719704489654162, + "FN": 1173.9333333333334, + "FP": 2503.4, + "IoU": 0.8055796114855748, + "TN": 3104019.2, + "TP": 17274.133333333335, + "n_pred": 19777.533333333333, + "n_ref": 18448.066666666666 + }, + "9": { + "Dice": 0.8484075738590635, + "FN": 3750.1, + "FP": 3372.366666666667, + "IoU": 0.7578173085194146, + "TN": 3093634.3666666667, + "TP": 24213.833333333332, + "n_pred": 27586.2, + "n_ref": 27963.933333333334 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 876, + "IoU": 0.0, + "TN": 1400980, + "TP": 0, + "n_pred": 876, + "n_ref": 0 + }, + "10": { + "Dice": 0.8332725726090655, + "FN": 3519, + "FP": 1969, + "IoU": 0.7141964378710551, + "TN": 1382654, + "TP": 13714, + "n_pred": 15683, + "n_ref": 17233 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.686732726842301, + "FN": 3693, + "FP": 5570, + "IoU": 0.5229192418623816, + "TN": 1382440, + "TP": 10153, + "n_pred": 15723, + "n_ref": 13846 + }, + "14": { + "Dice": 0.8327773876404494, + "FN": 844, + "FP": 2966, + "IoU": 0.7134692035797549, + "TN": 1388559, + "TP": 9487, + "n_pred": 12453, + "n_ref": 10331 + }, + "15": { + "Dice": 0.890613900262196, + "FN": 5577, + "FP": 2892, + "IoU": 0.8027988636892842, + "TN": 1358910, + "TP": 34477, + "n_pred": 37369, + "n_ref": 40054 + }, + "2": { + "Dice": 0.0, + "FN": 2, + "FP": 0, + "IoU": 0.0, + "TN": 1401854, + "TP": 0, + "n_pred": 0, + "n_ref": 2 + }, + "3": { + "Dice": 0.9746988261282782, + "FN": 454, + "FP": 531, + "IoU": 0.9506463573504359, + "TN": 1381898, + "TP": 18973, + "n_pred": 19504, + "n_ref": 19427 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9462376514208802, + "FN": 3458, + "FP": 2893, + "IoU": 0.8979611510097846, + "TN": 1339615, + "TP": 55890, + "n_pred": 58783, + "n_ref": 59348 + }, + "7": { + "Dice": 0.7833629893238434, + "FN": 419, + "FP": 2503, + "IoU": 0.6438756855575868, + "TN": 1393651, + "TP": 5283, + "n_pred": 7786, + "n_ref": 5702 + }, + "8": { + "Dice": 0.9371651242084754, + "FN": 358, + "FP": 287, + "IoU": 0.8817598533455545, + "TN": 1396401, + "TP": 4810, + "n_pred": 5097, + "n_ref": 5168 + }, + "9": { + "Dice": 0.9473171259949104, + "FN": 612, + "FP": 1334, + "IoU": 0.8999074169324144, + "TN": 1382414, + "TP": 17496, + "n_pred": 18830, + "n_ref": 18108 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9675898549633914, + "FN": 8121, + "FP": 3937, + "IoU": 0.9372145940401247, + "TN": 4013517, + "TP": 179993, + "n_pred": 183930, + "n_ref": 188114 + }, + "10": { + "Dice": 0.0, + "FN": 40816, + "FP": 25242, + "IoU": 0.0, + "TN": 4139510, + "TP": 0, + "n_pred": 25242, + "n_ref": 40816 + }, + "11": { + "Dice": 0.0, + "FN": 68, + "FP": 0, + "IoU": 0.0, + "TN": 4205500, + "TP": 0, + "n_pred": 0, + "n_ref": 68 + }, + "12": { + "Dice": 0.6190818822852209, + "FN": 1295, + "FP": 1352, + "IoU": 0.4483117965819091, + "TN": 4200770, + "TP": 2151, + "n_pred": 3503, + "n_ref": 3446 + }, + "13": { + "Dice": 0.0, + "FN": 80903, + "FP": 28410, + "IoU": 0.0, + "TN": 4096255, + "TP": 0, + "n_pred": 28410, + "n_ref": 80903 + }, + "14": { + "Dice": 0.9543712828228215, + "FN": 4781, + "FP": 1042, + "IoU": 0.9127248201438849, + "TN": 4138848, + "TP": 60897, + "n_pred": 61939, + "n_ref": 65678 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2574, + "IoU": 0.0, + "TN": 4202994, + "TP": 0, + "n_pred": 2574, + "n_ref": 0 + }, + "2": { + "Dice": 0.8174008407969293, + "FN": 398, + "FP": 4597, + "IoU": 0.6911901081916538, + "TN": 4189393, + "TP": 11180, + "n_pred": 15777, + "n_ref": 11578 + }, + "3": { + "Dice": 0.9322166499498495, + "FN": 4248, + "FP": 2510, + "IoU": 0.873039132803547, + "TN": 4152339, + "TP": 46471, + "n_pred": 48981, + "n_ref": 50719 + }, + "4": { + "Dice": 0.8468126729649775, + "FN": 12162, + "FP": 680, + "IoU": 0.7343236030370109, + "TN": 4157231, + "TP": 35495, + "n_pred": 36175, + "n_ref": 47657 + }, + "5": { + "Dice": 0.8483234369542438, + "FN": 2341, + "FP": 1133, + "IoU": 0.7365986807187808, + "TN": 4192379, + "TP": 9715, + "n_pred": 10848, + "n_ref": 12056 + }, + "6": { + "Dice": 0.94131822769976, + "FN": 52827, + "FP": 34202, + "IoU": 0.8891418104370689, + "TN": 3420520, + "TP": 698019, + "n_pred": 732221, + "n_ref": 750846 + }, + "7": { + "Dice": 0.8679694652284945, + "FN": 13593, + "FP": 5588, + "IoU": 0.7667367960208685, + "TN": 4123339, + "TP": 63048, + "n_pred": 68636, + "n_ref": 76641 + }, + "8": { + "Dice": 0.937407372370952, + "FN": 2402, + "FP": 3553, + "IoU": 0.8821888539379191, + "TN": 4155021, + "TP": 44592, + "n_pred": 48145, + "n_ref": 46994 + }, + "9": { + "Dice": 0.2370949356782283, + "FN": 27844, + "FP": 14321, + "IoU": 0.1344910400886754, + "TN": 4156851, + "TP": 6552, + "n_pred": 20873, + "n_ref": 34396 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9353996183329559, + "FN": 13463, + "FP": 2515, + "IoU": 0.8786391912317614, + "TN": 2847287, + "TP": 115679, + "n_pred": 118194, + "n_ref": 129142 + }, + "10": { + "Dice": 0.64877298277149, + "FN": 4211, + "FP": 18846, + "IoU": 0.48013618326118324, + "TN": 2934592, + "TP": 21295, + "n_pred": 40141, + "n_ref": 25506 + }, + "11": { + "Dice": 0.5530470208793075, + "FN": 2347, + "FP": 286, + "IoU": 0.38221492257156264, + "TN": 2974682, + "TP": 1629, + "n_pred": 1915, + "n_ref": 3976 + }, + "12": { + "Dice": 0.5183388905729008, + "FN": 1444, + "FP": 145, + "IoU": 0.3498363338788871, + "TN": 2976500, + "TP": 855, + "n_pred": 1000, + "n_ref": 2299 + }, + "13": { + "Dice": 0.6749362099891367, + "FN": 23703, + "FP": 2031, + "IoU": 0.5093612964728312, + "TN": 2926494, + "TP": 26716, + "n_pred": 28747, + "n_ref": 50419 + }, + "14": { + "Dice": 0.8919357748511636, + "FN": 3878, + "FP": 4508, + "IoU": 0.8049495278410941, + "TN": 2935950, + "TP": 34608, + "n_pred": 39116, + "n_ref": 38486 + }, + "15": { + "Dice": 0.44760452180154314, + "FN": 11253, + "FP": 1061, + "IoU": 0.28833150320753625, + "TN": 2961641, + "TP": 4989, + "n_pred": 6050, + "n_ref": 16242 + }, + "2": { + "Dice": 0.7427121567838729, + "FN": 6769, + "FP": 59752, + "IoU": 0.5907256327906777, + "TN": 2816410, + "TP": 96013, + "n_pred": 155765, + "n_ref": 102782 + }, + "3": { + "Dice": 0.8031451152937342, + "FN": 621, + "FP": 4211, + "IoU": 0.6710463612226837, + "TN": 2964255, + "TP": 9857, + "n_pred": 14068, + "n_ref": 10478 + }, + "4": { + "Dice": 0.8047363717605005, + "FN": 3218, + "FP": 5522, + "IoU": 0.6732710280373831, + "TN": 2952194, + "TP": 18010, + "n_pred": 23532, + "n_ref": 21228 + }, + "5": { + "Dice": 0.7579334661965353, + "FN": 2292, + "FP": 866, + "IoU": 0.6102196988397927, + "TN": 2970842, + "TP": 4944, + "n_pred": 5810, + "n_ref": 7236 + }, + "6": { + "Dice": 0.9362711749674232, + "FN": 10824, + "FP": 8005, + "IoU": 0.8801784373369309, + "TN": 2821802, + "TP": 138313, + "n_pred": 146318, + "n_ref": 149137 + }, + "7": { + "Dice": 0.7106410510914558, + "FN": 9842, + "FP": 68870, + "IoU": 0.5511584277543665, + "TN": 2803577, + "TP": 96655, + "n_pred": 165525, + "n_ref": 106497 + }, + "8": { + "Dice": 0.9154058890515698, + "FN": 1954, + "FP": 1166, + "IoU": 0.8440077996100195, + "TN": 2958943, + "TP": 16881, + "n_pred": 18047, + "n_ref": 18835 + }, + "9": { + "Dice": 0.668830935896976, + "FN": 4706, + "FP": 13758, + "IoU": 0.5024387614864319, + "TN": 2941835, + "TP": 18645, + "n_pred": 32403, + "n_ref": 23351 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9766919860320937, + "FN": 5304, + "FP": 1591, + "IoU": 0.9544457511330752, + "TN": 2126658, + "TP": 144463, + "n_pred": 146054, + "n_ref": 149767 + }, + "10": { + "Dice": 0.7408897189101182, + "FN": 4158, + "FP": 6664, + "IoU": 0.588423214421541, + "TN": 2251722, + "TP": 15472, + "n_pred": 22136, + "n_ref": 19630 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6742398930838623, + "FN": 438, + "FP": 537, + "IoU": 0.5085685483870968, + "TN": 2276032, + "TP": 1009, + "n_pred": 1546, + "n_ref": 1447 + }, + "13": { + "Dice": 0.7581885502705782, + "FN": 4205, + "FP": 2587, + "IoU": 0.6105504587155963, + "TN": 2260576, + "TP": 10648, + "n_pred": 13235, + "n_ref": 14853 + }, + "14": { + "Dice": 0.9734269793590429, + "FN": 11107, + "FP": 2260, + "IoU": 0.9482296532118761, + "TN": 2019818, + "TP": 244831, + "n_pred": 247091, + "n_ref": 255938 + }, + "15": { + "Dice": 0.6592273226815454, + "FN": 1068, + "FP": 2963, + "IoU": 0.49167717528373267, + "TN": 2270086, + "TP": 3899, + "n_pred": 6862, + "n_ref": 4967 + }, + "2": { + "Dice": 0.8978147762747138, + "FN": 390, + "FP": 101, + "IoU": 0.8145770392749244, + "TN": 2275368, + "TP": 2157, + "n_pred": 2258, + "n_ref": 2547 + }, + "3": { + "Dice": 0.9566389867861892, + "FN": 2868, + "FP": 1795, + "IoU": 0.9168820520133331, + "TN": 2221915, + "TP": 51438, + "n_pred": 53233, + "n_ref": 54306 + }, + "4": { + "Dice": 0.8922391553301536, + "FN": 2424, + "FP": 6139, + "IoU": 0.8054438461363688, + "TN": 2234003, + "TP": 35450, + "n_pred": 41589, + "n_ref": 37874 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.970762378600023, + "FN": 6784, + "FP": 6450, + "IoU": 0.943185867302037, + "TN": 2045081, + "TP": 219701, + "n_pred": 226151, + "n_ref": 226485 + }, + "7": { + "Dice": 0.654635041785421, + "FN": 4863, + "FP": 30884, + "IoU": 0.486585470944762, + "TN": 2208390, + "TP": 33879, + "n_pred": 64763, + "n_ref": 38742 + }, + "8": { + "Dice": 0.8763212715068281, + "FN": 1293, + "FP": 310, + "IoU": 0.7798681680856907, + "TN": 2270734, + "TP": 5679, + "n_pred": 5989, + "n_ref": 6972 + }, + "9": { + "Dice": 0.9150863515089547, + "FN": 1561, + "FP": 3754, + "IoU": 0.8434646875184073, + "TN": 2244062, + "TP": 28639, + "n_pred": 32393, + "n_ref": 30200 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9153471042682593, + "FN": 2641, + "FP": 1994, + "IoU": 0.8439078601737725, + "TN": 2073090, + "TP": 25059, + "n_pred": 27053, + "n_ref": 27700 + }, + "10": { + "Dice": 0.8736740378602694, + "FN": 4967, + "FP": 6144, + "IoU": 0.7756848969373953, + "TN": 2053251, + "TP": 38422, + "n_pred": 44566, + "n_ref": 43389 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6334125098970704, + "FN": 213, + "FP": 250, + "IoU": 0.46349942062572425, + "TN": 2101921, + "TP": 400, + "n_pred": 650, + "n_ref": 613 + }, + "13": { + "Dice": 0.7535410764872521, + "FN": 7072, + "FP": 4934, + "IoU": 0.6045454545454545, + "TN": 2072424, + "TP": 18354, + "n_pred": 23288, + "n_ref": 25426 + }, + "14": { + "Dice": 0.9382457860196607, + "FN": 4738, + "FP": 6601, + "IoU": 0.8836751233624343, + "TN": 2005307, + "TP": 86138, + "n_pred": 92739, + "n_ref": 90876 + }, + "15": { + "Dice": 0.9232076886753146, + "FN": 4762, + "FP": 9061, + "IoU": 0.8573683884681264, + "TN": 2005870, + "TP": 83091, + "n_pred": 92152, + "n_ref": 87853 + }, + "2": { + "Dice": 0.946507237256136, + "FN": 151, + "FP": 189, + "IoU": 0.8984468339307049, + "TN": 2099436, + "TP": 3008, + "n_pred": 3197, + "n_ref": 3159 + }, + "3": { + "Dice": 0.950861115500079, + "FN": 350, + "FP": 272, + "IoU": 0.9063253012048192, + "TN": 2096144, + "TP": 6018, + "n_pred": 6290, + "n_ref": 6368 + }, + "4": { + "Dice": 0.30357142857142855, + "FN": 0, + "FP": 312, + "IoU": 0.17894736842105263, + "TN": 2102404, + "TP": 68, + "n_pred": 380, + "n_ref": 68 + }, + "5": { + "Dice": 0.6311424424631972, + "FN": 1595, + "FP": 184, + "IoU": 0.46107240230233265, + "TN": 2099483, + "TP": 1522, + "n_pred": 1706, + "n_ref": 3117 + }, + "6": { + "Dice": 0.9166868502227807, + "FN": 10615, + "FP": 7616, + "IoU": 0.8461882424406048, + "TN": 1984256, + "TP": 100297, + "n_pred": 107913, + "n_ref": 110912 + }, + "7": { + "Dice": 0.8423998050728226, + "FN": 9147, + "FP": 10904, + "IoU": 0.7277122177107239, + "TN": 2029145, + "TP": 53588, + "n_pred": 64492, + "n_ref": 62735 + }, + "8": { + "Dice": 0.9378061603959889, + "FN": 1767, + "FP": 658, + "IoU": 0.8828954993239327, + "TN": 2082076, + "TP": 18283, + "n_pred": 18941, + "n_ref": 20050 + }, + "9": { + "Dice": 0.9404291601534744, + "FN": 2219, + "FP": 1973, + "IoU": 0.8875566642525683, + "TN": 2065503, + "TP": 33089, + "n_pred": 35062, + "n_ref": 35308 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.13480717268484402, + "FN": 85, + "FP": 17526, + "IoU": 0.07227519359426855, + "TN": 2259033, + "TP": 1372, + "n_pred": 18898, + "n_ref": 1457 + }, + "10": { + "Dice": 0.8179680887746466, + "FN": 11729, + "FP": 5692, + "IoU": 0.6920016972525724, + "TN": 2221454, + "TP": 39141, + "n_pred": 44833, + "n_ref": 50870 + }, + "11": { + "Dice": 0.027522935779816515, + "FN": 212, + "FP": 0, + "IoU": 0.013953488372093023, + "TN": 2277801, + "TP": 3, + "n_pred": 3, + "n_ref": 215 + }, + "12": { + "Dice": 0.8306468067741277, + "FN": 1339, + "FP": 321, + "IoU": 0.7103472343395568, + "TN": 2272285, + "TP": 4071, + "n_pred": 4392, + "n_ref": 5410 + }, + "13": { + "Dice": 0.8660523179062584, + "FN": 4300, + "FP": 6151, + "IoU": 0.7637498022017768, + "TN": 2233779, + "TP": 33786, + "n_pred": 39937, + "n_ref": 38086 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9253045276947828, + "FN": 166, + "FP": 484, + "IoU": 0.8609923011120616, + "TN": 2273340, + "TP": 4026, + "n_pred": 4510, + "n_ref": 4192 + }, + "3": { + "Dice": 0.9530970323029531, + "FN": 3402, + "FP": 4957, + "IoU": 0.9103967241582609, + "TN": 2184727, + "TP": 84930, + "n_pred": 89887, + "n_ref": 88332 + }, + "4": { + "Dice": 0.35294117647058826, + "FN": 11, + "FP": 0, + "IoU": 0.21428571428571427, + "TN": 2278002, + "TP": 3, + "n_pred": 3, + "n_ref": 14 + }, + "5": { + "Dice": 0.7464871194379391, + "FN": 3949, + "FP": 1247, + "IoU": 0.5955161139654367, + "TN": 2265170, + "TP": 7650, + "n_pred": 8897, + "n_ref": 11599 + }, + "6": { + "Dice": 0.9491419145097963, + "FN": 6614, + "FP": 3930, + "IoU": 0.9032065581596027, + "TN": 2169083, + "TP": 98389, + "n_pred": 102319, + "n_ref": 105003 + }, + "7": { + "Dice": 0.9462612163509472, + "FN": 7625, + "FP": 9623, + "IoU": 0.8980035954205696, + "TN": 2108912, + "TP": 151856, + "n_pred": 161479, + "n_ref": 159481 + }, + "8": { + "Dice": 0.940656873749451, + "FN": 1000, + "FP": 3864, + "IoU": 0.8879624084396739, + "TN": 2234602, + "TP": 38550, + "n_pred": 42414, + "n_ref": 39550 + }, + "9": { + "Dice": 0.8318580367045431, + "FN": 6554, + "FP": 1481, + "IoU": 0.7121206692701803, + "TN": 2250105, + "TP": 19876, + "n_pred": 21357, + "n_ref": 26430 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9834395629410426, + "FN": 1987, + "FP": 1505, + "IoU": 0.967418686670772, + "TN": 2346070, + "TP": 103686, + "n_pred": 105191, + "n_ref": 105673 + }, + "10": { + "Dice": 0.2850379780970501, + "FN": 47220, + "FP": 503, + "IoU": 0.1662065832692711, + "TN": 2396012, + "TP": 9513, + "n_pred": 10016, + "n_ref": 56733 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7480128893662729, + "FN": 538, + "FP": 635, + "IoU": 0.5974605353466026, + "TN": 2450334, + "TP": 1741, + "n_pred": 2376, + "n_ref": 2279 + }, + "13": { + "Dice": 0.6032, + "FN": 2824, + "FP": 152, + "IoU": 0.43184421534937, + "TN": 2448010, + "TP": 2262, + "n_pred": 2414, + "n_ref": 5086 + }, + "14": { + "Dice": 0.9215199814375212, + "FN": 2230, + "FP": 2167, + "IoU": 0.854461803256984, + "TN": 2423036, + "TP": 25815, + "n_pred": 27982, + "n_ref": 28045 + }, + "15": { + "Dice": 0.7533193746160308, + "FN": 3940, + "FP": 15735, + "IoU": 0.6042601122352516, + "TN": 2403531, + "TP": 30042, + "n_pred": 45777, + "n_ref": 33982 + }, + "2": { + "Dice": 0.9374186220461534, + "FN": 1603, + "FP": 2915, + "IoU": 0.8822087808947753, + "TN": 2414892, + "TP": 33838, + "n_pred": 36753, + "n_ref": 35441 + }, + "3": { + "Dice": 0.8967834047199127, + "FN": 892, + "FP": 337, + "IoU": 0.8128806333739342, + "TN": 2446680, + "TP": 5339, + "n_pred": 5676, + "n_ref": 6231 + }, + "4": { + "Dice": 0.9452710631307205, + "FN": 1322, + "FP": 1010, + "IoU": 0.8962217969827778, + "TN": 2430777, + "TP": 20139, + "n_pred": 21149, + "n_ref": 21461 + }, + "5": { + "Dice": 0.7822340492935437, + "FN": 820, + "FP": 2617, + "IoU": 0.6423517169614984, + "TN": 2443638, + "TP": 6173, + "n_pred": 8790, + "n_ref": 6993 + }, + "6": { + "Dice": 0.9402390438247012, + "FN": 6746, + "FP": 2299, + "IoU": 0.8872180451127819, + "TN": 2373049, + "TP": 71154, + "n_pred": 73453, + "n_ref": 77900 + }, + "7": { + "Dice": 0.6994576397980176, + "FN": 1517, + "FP": 90, + "IoU": 0.5378199597354041, + "TN": 2449771, + "TP": 1870, + "n_pred": 1960, + "n_ref": 3387 + }, + "8": { + "Dice": 0.8941299085529855, + "FN": 9165, + "FP": 3431, + "IoU": 0.8085306904204542, + "TN": 2387462, + "TP": 53190, + "n_pred": 56621, + "n_ref": 62355 + }, + "9": { + "Dice": 0.6610988126383578, + "FN": 5965, + "FP": 7507, + "IoU": 0.4937622125356982, + "TN": 2426636, + "TP": 13140, + "n_pred": 20647, + "n_ref": 19105 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8880443329464185, + "FN": 1598, + "FP": 4382, + "IoU": 0.7986328585378994, + "TN": 2949247, + "TP": 23717, + "n_pred": 28099, + "n_ref": 25315 + }, + "11": { + "Dice": 0.5531914893617021, + "FN": 77, + "FP": 154, + "IoU": 0.38235294117647056, + "TN": 2978570, + "TP": 143, + "n_pred": 297, + "n_ref": 220 + }, + "12": { + "Dice": 0.7438775510204082, + "FN": 764, + "FP": 1244, + "IoU": 0.5922014622258327, + "TN": 2974020, + "TP": 2916, + "n_pred": 4160, + "n_ref": 3680 + }, + "13": { + "Dice": 0.489851150202977, + "FN": 2626, + "FP": 13, + "IoU": 0.32437275985663083, + "TN": 2975038, + "TP": 1267, + "n_pred": 1280, + "n_ref": 3893 + }, + "14": { + "Dice": 0.9163419665367866, + "FN": 1296, + "FP": 1624, + "IoU": 0.8456006768189509, + "TN": 2960032, + "TP": 15992, + "n_pred": 17616, + "n_ref": 17288 + }, + "15": { + "Dice": 0.8455696202531645, + "FN": 601, + "FP": 619, + "IoU": 0.7324561403508771, + "TN": 2974384, + "TP": 3340, + "n_pred": 3959, + "n_ref": 3941 + }, + "2": { + "Dice": 0.9431499371984646, + "FN": 1430, + "FP": 3413, + "IoU": 0.8924160298560512, + "TN": 2933928, + "TP": 40173, + "n_pred": 43586, + "n_ref": 41603 + }, + "3": { + "Dice": 0.9507795832665762, + "FN": 6809, + "FP": 4865, + "IoU": 0.9061771655441788, + "TN": 2854518, + "TP": 112752, + "n_pred": 117617, + "n_ref": 119561 + }, + "4": { + "Dice": 0.7598276790522348, + "FN": 91, + "FP": 801, + "IoU": 0.612679114198871, + "TN": 2976641, + "TP": 1411, + "n_pred": 2212, + "n_ref": 1502 + }, + "5": { + "Dice": 0.4487155793753465, + "FN": 4762, + "FP": 1204, + "IoU": 0.2892542292113414, + "TN": 2970550, + "TP": 2428, + "n_pred": 3632, + "n_ref": 7190 + }, + "6": { + "Dice": 0.9605323796707652, + "FN": 11015, + "FP": 18959, + "IoU": 0.9240618571327233, + "TN": 2584228, + "TP": 364742, + "n_pred": 383701, + "n_ref": 375757 + }, + "7": { + "Dice": 0.9635403188471172, + "FN": 8817, + "FP": 6540, + "IoU": 0.9296457318777173, + "TN": 2760663, + "TP": 202924, + "n_pred": 209464, + "n_ref": 211741 + }, + "8": { + "Dice": 0.8346538274012677, + "FN": 776, + "FP": 10076, + "IoU": 0.71622823074107, + "TN": 2940702, + "TP": 27390, + "n_pred": 37466, + "n_ref": 28166 + }, + "9": { + "Dice": 0.7684472507719962, + "FN": 8070, + "FP": 1978, + "IoU": 0.6239661689308035, + "TN": 2952223, + "TP": 16673, + "n_pred": 18651, + "n_ref": 24743 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8276964208537284, + "FN": 69731, + "FP": 15984, + "IoU": 0.7060427312322096, + "TN": 2512122, + "TP": 205875, + "n_pred": 221859, + "n_ref": 275606 + }, + "10": { + "Dice": 0.7113597618075732, + "FN": 4570, + "FP": 7451, + "IoU": 0.552023552209883, + "TN": 2776878, + "TP": 14813, + "n_pred": 22264, + "n_ref": 19383 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7487878390774473, + "FN": 5978, + "FP": 5524, + "IoU": 0.5984499371596146, + "TN": 2775068, + "TP": 17142, + "n_pred": 22666, + "n_ref": 23120 + }, + "14": { + "Dice": 0.878094239617916, + "FN": 4344, + "FP": 8214, + "IoU": 0.7826809261758904, + "TN": 2745926, + "TP": 45228, + "n_pred": 53442, + "n_ref": 49572 + }, + "15": { + "Dice": 0.5616330486401356, + "FN": 1580, + "FP": 20131, + "IoU": 0.3904657626547629, + "TN": 2768093, + "TP": 13908, + "n_pred": 34039, + "n_ref": 15488 + }, + "2": { + "Dice": 0.0, + "FN": 10, + "FP": 0, + "IoU": 0.0, + "TN": 2803702, + "TP": 0, + "n_pred": 0, + "n_ref": 10 + }, + "3": { + "Dice": 0.7507471607890018, + "FN": 145, + "FP": 272, + "IoU": 0.600956937799043, + "TN": 2802667, + "TP": 628, + "n_pred": 900, + "n_ref": 773 + }, + "4": { + "Dice": 0.904565835992067, + "FN": 6260, + "FP": 2594, + "IoU": 0.82576011020368, + "TN": 2752897, + "TP": 41961, + "n_pred": 44555, + "n_ref": 48221 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8774230595467807, + "FN": 23345, + "FP": 34717, + "IoU": 0.781615075036672, + "TN": 2537842, + "TP": 207808, + "n_pred": 242525, + "n_ref": 231153 + }, + "7": { + "Dice": 0.8951416671406812, + "FN": 4461, + "FP": 12130, + "IoU": 0.8101868271419909, + "TN": 2716305, + "TP": 70816, + "n_pred": 82946, + "n_ref": 75277 + }, + "8": { + "Dice": 0.6982248520710059, + "FN": 6, + "FP": 45, + "IoU": 0.5363636363636364, + "TN": 2803602, + "TP": 59, + "n_pred": 104, + "n_ref": 65 + }, + "9": { + "Dice": 0.7874961502925778, + "FN": 299, + "FP": 1081, + "IoU": 0.6494792989585979, + "TN": 2799775, + "TP": 2557, + "n_pred": 3638, + "n_ref": 2856 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9685350540007316, + "FN": 2379, + "FP": 2868, + "IoU": 0.9389897909350945, + "TN": 2016782, + "TP": 80755, + "n_pred": 83623, + "n_ref": 83134 + }, + "10": { + "Dice": 0.8067281465125341, + "FN": 1609, + "FP": 1367, + "IoU": 0.6760640034831827, + "TN": 2093597, + "TP": 6211, + "n_pred": 7578, + "n_ref": 7820 + }, + "11": { + "Dice": 0.8553157474020784, + "FN": 32, + "FP": 149, + "IoU": 0.7472067039106145, + "TN": 2102068, + "TP": 535, + "n_pred": 684, + "n_ref": 567 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8794623808846537, + "FN": 742, + "FP": 2648, + "IoU": 0.7848575236402868, + "TN": 2087027, + "TP": 12367, + "n_pred": 15015, + "n_ref": 13109 + }, + "14": { + "Dice": 0.9689189233220487, + "FN": 1967, + "FP": 7572, + "IoU": 0.9397116727656536, + "TN": 1944561, + "TP": 148684, + "n_pred": 156256, + "n_ref": 150651 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9429563945516044, + "FN": 1836, + "FP": 1908, + "IoU": 0.8920695321283404, + "TN": 2068095, + "TP": 30945, + "n_pred": 32853, + "n_ref": 32781 + }, + "3": { + "Dice": 0.8994751715785224, + "FN": 190, + "FP": 59, + "IoU": 0.8173147468818782, + "TN": 2101421, + "TP": 1114, + "n_pred": 1173, + "n_ref": 1304 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8716854617494666, + "FN": 110, + "FP": 311, + "IoU": 0.7725553754727175, + "TN": 2100933, + "TP": 1430, + "n_pred": 1741, + "n_ref": 1540 + }, + "6": { + "Dice": 0.9542292404222038, + "FN": 8271, + "FP": 9842, + "IoU": 0.9124650232211983, + "TN": 1895861, + "TP": 188810, + "n_pred": 198652, + "n_ref": 197081 + }, + "7": { + "Dice": 0.9072112960161371, + "FN": 264, + "FP": 104, + "IoU": 0.830179972311952, + "TN": 2100617, + "TP": 1799, + "n_pred": 1903, + "n_ref": 2063 + }, + "8": { + "Dice": 0.9539577341503064, + "FN": 458, + "FP": 1383, + "IoU": 0.9119686319514178, + "TN": 2081871, + "TP": 19072, + "n_pred": 20455, + "n_ref": 19530 + }, + "9": { + "Dice": 0.8482209420535411, + "FN": 4903, + "FP": 4055, + "IoU": 0.7364441436935479, + "TN": 2068795, + "TP": 25031, + "n_pred": 29086, + "n_ref": 29934 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9648548737994588, + "FN": 988, + "FP": 999, + "IoU": 0.9320962340236484, + "TN": 1898290, + "TP": 27275, + "n_pred": 28274, + "n_ref": 28263 + }, + "10": { + "Dice": 0.8474318241990998, + "FN": 2210, + "FP": 2400, + "IoU": 0.7352552690518578, + "TN": 1910139, + "TP": 12803, + "n_pred": 15203, + "n_ref": 15013 + }, + "11": { + "Dice": 0.771688484579543, + "FN": 249, + "FP": 780, + "IoU": 0.6282514450867052, + "TN": 1924784, + "TP": 1739, + "n_pred": 2519, + "n_ref": 1988 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1927551, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9686617964469534, + "FN": 1054, + "FP": 456, + "IoU": 0.9392280758240431, + "TN": 1902705, + "TP": 23337, + "n_pred": 23793, + "n_ref": 24391 + }, + "3": { + "Dice": 0.9657207828337808, + "FN": 537, + "FP": 880, + "IoU": 0.9337138045562988, + "TN": 1906175, + "TP": 19960, + "n_pred": 20840, + "n_ref": 20497 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9292804750701408, + "FN": 2079, + "FP": 3542, + "IoU": 0.8679028012784358, + "TN": 1885000, + "TP": 36931, + "n_pred": 40473, + "n_ref": 39010 + }, + "7": { + "Dice": 0.9440617026212016, + "FN": 28235, + "FP": 703, + "IoU": 0.8940500642553518, + "TN": 1654423, + "TP": 244191, + "n_pred": 244894, + "n_ref": 272426 + }, + "8": { + "Dice": 0.9044607190412783, + "FN": 517, + "FP": 631, + "IoU": 0.8255849285931328, + "TN": 1920970, + "TP": 5434, + "n_pred": 6065, + "n_ref": 5951 + }, + "9": { + "Dice": 0.8715631267612786, + "FN": 2412, + "FP": 2647, + "IoU": 0.7723632109431245, + "TN": 1905328, + "TP": 17165, + "n_pred": 19812, + "n_ref": 19577 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.968606013276064, + "FN": 1534, + "FP": 1682, + "IoU": 0.939123192246536, + "TN": 2575652, + "TP": 49612, + "n_pred": 51294, + "n_ref": 51146 + }, + "10": { + "Dice": 0.7970345223534111, + "FN": 1855, + "FP": 6276, + "IoU": 0.6625581009296149, + "TN": 2604384, + "TP": 15965, + "n_pred": 22241, + "n_ref": 17820 + }, + "11": { + "Dice": 0.8187836160529582, + "FN": 350, + "FP": 526, + "IoU": 0.693169877408056, + "TN": 2625625, + "TP": 1979, + "n_pred": 2505, + "n_ref": 2329 + }, + "12": { + "Dice": 0.5103092783505154, + "FN": 105, + "FP": 85, + "IoU": 0.34256055363321797, + "TN": 2628191, + "TP": 99, + "n_pred": 184, + "n_ref": 204 + }, + "13": { + "Dice": 0.8398125272489464, + "FN": 3647, + "FP": 5171, + "IoU": 0.7238593304731782, + "TN": 2596547, + "TP": 23115, + "n_pred": 28286, + "n_ref": 26762 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 4072, + "IoU": 0.0, + "TN": 2624408, + "TP": 0, + "n_pred": 4072, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7642788621813407, + "FN": 2523, + "FP": 66771, + "IoU": 0.6184881352199526, + "TN": 2446850, + "TP": 112336, + "n_pred": 179107, + "n_ref": 114859 + }, + "3": { + "Dice": 0.9606966002247097, + "FN": 1462, + "FP": 2316, + "IoU": 0.9243658785609897, + "TN": 2578529, + "TP": 46173, + "n_pred": 48489, + "n_ref": 47635 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9706379415580632, + "FN": 4599, + "FP": 4974, + "IoU": 0.9429509603523178, + "TN": 2460677, + "TP": 158230, + "n_pred": 163204, + "n_ref": 162829 + }, + "7": { + "Dice": 0.9823323237785181, + "FN": 6181, + "FP": 6431, + "IoU": 0.9652781027946558, + "TN": 2265251, + "TP": 350617, + "n_pred": 357048, + "n_ref": 356798 + }, + "8": { + "Dice": 0.932287125835513, + "FN": 68, + "FP": 165, + "IoU": 0.8731627653783343, + "TN": 2626643, + "TP": 1604, + "n_pred": 1769, + "n_ref": 1672 + }, + "9": { + "Dice": 0.910136191114088, + "FN": 358, + "FP": 1252, + "IoU": 0.8350916726416061, + "TN": 2618717, + "TP": 8153, + "n_pred": 9405, + "n_ref": 8511 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8013119717421471, + "FN": 5121, + "FP": 1179, + "IoU": 0.6684908440328352, + "TN": 1382852, + "TP": 12704, + "n_pred": 13883, + "n_ref": 17825 + }, + "11": { + "Dice": 0.889922480620155, + "FN": 38, + "FP": 33, + "IoU": 0.8016759776536313, + "TN": 1401498, + "TP": 287, + "n_pred": 320, + "n_ref": 325 + }, + "12": { + "Dice": 0.8249597187637322, + "FN": 972, + "FP": 223, + "IoU": 0.7020693093991524, + "TN": 1397845, + "TP": 2816, + "n_pred": 3039, + "n_ref": 3788 + }, + "13": { + "Dice": 0.9412267236201027, + "FN": 2521, + "FP": 1882, + "IoU": 0.8889785420711566, + "TN": 1362197, + "TP": 35256, + "n_pred": 37138, + "n_ref": 37777 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.83506625891947, + "FN": 437, + "FP": 1990, + "IoU": 0.7168358417920896, + "TN": 1393285, + "TP": 6144, + "n_pred": 8134, + "n_ref": 6581 + }, + "3": { + "Dice": 0.984876216164146, + "FN": 103, + "FP": 54, + "IoU": 0.9702030745872082, + "TN": 1396587, + "TP": 5112, + "n_pred": 5166, + "n_ref": 5215 + }, + "4": { + "Dice": 0.9635842636260522, + "FN": 587, + "FP": 633, + "IoU": 0.9297275502563216, + "TN": 1384495, + "TP": 16141, + "n_pred": 16774, + "n_ref": 16728 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.981549616571652, + "FN": 2347, + "FP": 391, + "IoU": 0.9637677323734914, + "TN": 1326288, + "TP": 72830, + "n_pred": 73221, + "n_ref": 75177 + }, + "7": { + "Dice": 0.9700364511921881, + "FN": 1286, + "FP": 506, + "IoU": 0.9418162927367771, + "TN": 1371057, + "TP": 29007, + "n_pred": 29513, + "n_ref": 30293 + }, + "8": { + "Dice": 0.966125457916874, + "FN": 272, + "FP": 477, + "IoU": 0.9344706911636046, + "TN": 1390426, + "TP": 10681, + "n_pred": 11158, + "n_ref": 10953 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9317516218721038, + "FN": 1215, + "FP": 626, + "IoU": 0.872223764575236, + "TN": 3490232, + "TP": 12567, + "n_pred": 13193, + "n_ref": 13782 + }, + "11": { + "Dice": 0.6915887850467289, + "FN": 574, + "FP": 53, + "IoU": 0.5285714285714286, + "TN": 3503310, + "TP": 703, + "n_pred": 756, + "n_ref": 1277 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 3504622, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "13": { + "Dice": 0.8918174264180649, + "FN": 6607, + "FP": 814, + "IoU": 0.804756768133863, + "TN": 3466631, + "TP": 30588, + "n_pred": 31402, + "n_ref": 37195 + }, + "14": { + "Dice": 0.9484159711454931, + "FN": 2152, + "FP": 2539, + "IoU": 0.9018927114922095, + "TN": 3456825, + "TP": 43124, + "n_pred": 45663, + "n_ref": 45276 + }, + "15": { + "Dice": 0.862742483834411, + "FN": 324, + "FP": 1735, + "IoU": 0.7586166471277843, + "TN": 3496110, + "TP": 6471, + "n_pred": 8206, + "n_ref": 6795 + }, + "2": { + "Dice": 0.862593027443973, + "FN": 25836, + "FP": 3539, + "IoU": 0.7583855631775486, + "TN": 3383062, + "TP": 92203, + "n_pred": 95742, + "n_ref": 118039 + }, + "3": { + "Dice": 0.8664302775840838, + "FN": 2867, + "FP": 24142, + "IoU": 0.7643378792241448, + "TN": 3390031, + "TP": 87600, + "n_pred": 111742, + "n_ref": 90467 + }, + "4": { + "Dice": 0.9067760645070024, + "FN": 2254, + "FP": 3018, + "IoU": 0.8294513457556936, + "TN": 3473728, + "TP": 25640, + "n_pred": 28658, + "n_ref": 27894 + }, + "5": { + "Dice": 0.9117125635267699, + "FN": 152, + "FP": 595, + "IoU": 0.8377497827975673, + "TN": 3500036, + "TP": 3857, + "n_pred": 4452, + "n_ref": 4009 + }, + "6": { + "Dice": 0.9715358622479175, + "FN": 5897, + "FP": 3866, + "IoU": 0.9446472916123326, + "TN": 3328262, + "TP": 166615, + "n_pred": 170481, + "n_ref": 172512 + }, + "7": { + "Dice": 0.9346323472519537, + "FN": 5066, + "FP": 5072, + "IoU": 0.8772862071052472, + "TN": 3422025, + "TP": 72477, + "n_pred": 77549, + "n_ref": 77543 + }, + "8": { + "Dice": 0.9713884774304202, + "FN": 113, + "FP": 621, + "IoU": 0.9443686524177657, + "TN": 3491446, + "TP": 12460, + "n_pred": 13081, + "n_ref": 12573 + }, + "9": { + "Dice": 0.9065123456790124, + "FN": 3102, + "FP": 2956, + "IoU": 0.8290101329419403, + "TN": 3469211, + "TP": 29371, + "n_pred": 32327, + "n_ref": 32473 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8960713265131165, + "FN": 45454, + "FP": 7, + "IoU": 0.8117112527594504, + "TN": 2211805, + "TP": 195982, + "n_pred": 195989, + "n_ref": 241436 + }, + "10": { + "Dice": 0.9521567150122434, + "FN": 470, + "FP": 38, + "IoU": 0.9086823656300558, + "TN": 2447685, + "TP": 5055, + "n_pred": 5093, + "n_ref": 5525 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9587389359291899, + "FN": 1613, + "FP": 536, + "IoU": 0.9207478979200472, + "TN": 2426132, + "TP": 24967, + "n_pred": 25503, + "n_ref": 26580 + }, + "14": { + "Dice": 0.8518518518518519, + "FN": 0, + "FP": 8, + "IoU": 0.7419354838709677, + "TN": 2453217, + "TP": 23, + "n_pred": 31, + "n_ref": 23 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9321767552957445, + "FN": 923, + "FP": 1235, + "IoU": 0.8729691546974335, + "TN": 2436260, + "TP": 14830, + "n_pred": 16065, + "n_ref": 15753 + }, + "3": { + "Dice": 0.9421818181818182, + "FN": 2826, + "FP": 1626, + "IoU": 0.8906840838776212, + "TN": 2412522, + "TP": 36274, + "n_pred": 37900, + "n_ref": 39100 + }, + "4": { + "Dice": 0.9588123158685229, + "FN": 482, + "FP": 231, + "IoU": 0.9208832667554372, + "TN": 2444236, + "TP": 8299, + "n_pred": 8530, + "n_ref": 8781 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7674858223062382, + "FN": 1831, + "FP": 40727, + "IoU": 0.6226993865030674, + "TN": 2340452, + "TP": 70238, + "n_pred": 110965, + "n_ref": 72069 + }, + "7": { + "Dice": 0.9769886501346887, + "FN": 1941, + "FP": 1382, + "IoU": 0.9550125228457321, + "TN": 2379383, + "TP": 70542, + "n_pred": 71924, + "n_ref": 72483 + }, + "8": { + "Dice": 0.88, + "FN": 3, + "FP": 0, + "IoU": 0.7857142857142857, + "TN": 2453234, + "TP": 11, + "n_pred": 11, + "n_ref": 14 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.805956827642953, + "FN": 148709, + "FP": 18257, + "IoU": 0.6749813124863737, + "TN": 2815696, + "TP": 346746, + "n_pred": 365003, + "n_ref": 495455 + }, + "10": { + "Dice": 0.9447417276400568, + "FN": 1324, + "FP": 2724, + "IoU": 0.8952706198903032, + "TN": 3290756, + "TP": 34604, + "n_pred": 37328, + "n_ref": 35928 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8509615384615384, + "FN": 119, + "FP": 5, + "IoU": 0.7405857740585774, + "TN": 3328930, + "TP": 354, + "n_pred": 359, + "n_ref": 473 + }, + "13": { + "Dice": 0.8192561863875356, + "FN": 12736, + "FP": 2252, + "IoU": 0.6938475365634448, + "TN": 3280452, + "TP": 33968, + "n_pred": 36220, + "n_ref": 46704 + }, + "14": { + "Dice": 0.9889657201706635, + "FN": 1081, + "FP": 2744, + "IoU": 0.9781722933643772, + "TN": 3154172, + "TP": 171411, + "n_pred": 174155, + "n_ref": 172492 + }, + "15": { + "Dice": 0.8489785863846708, + "FN": 5896, + "FP": 2687, + "IoU": 0.7375871346459582, + "TN": 3296700, + "TP": 24125, + "n_pred": 26812, + "n_ref": 30021 + }, + "2": { + "Dice": 0.7692307692307693, + "FN": 1, + "FP": 11, + "IoU": 0.625, + "TN": 3329376, + "TP": 20, + "n_pred": 31, + "n_ref": 21 + }, + "3": { + "Dice": 0.984118487604618, + "FN": 1344, + "FP": 2157, + "IoU": 0.9687335339769408, + "TN": 3217435, + "TP": 108472, + "n_pred": 110629, + "n_ref": 109816 + }, + "4": { + "Dice": 0.9313041778009515, + "FN": 889, + "FP": 1219, + "IoU": 0.8714398975422334, + "TN": 3313011, + "TP": 14289, + "n_pred": 15508, + "n_ref": 15178 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6142881806918125, + "FN": 6938, + "FP": 144980, + "IoU": 0.4433015379767013, + "TN": 3056517, + "TP": 120973, + "n_pred": 265953, + "n_ref": 127911 + }, + "7": { + "Dice": 0.9760470580503113, + "FN": 5407, + "FP": 1882, + "IoU": 0.9532147602328671, + "TN": 3173611, + "TP": 148508, + "n_pred": 150390, + "n_ref": 153915 + }, + "8": { + "Dice": 0.9542780592929117, + "FN": 779, + "FP": 791, + "IoU": 0.9125543054472541, + "TN": 3311454, + "TP": 16384, + "n_pred": 17175, + "n_ref": 17163 + }, + "9": { + "Dice": 0.9588092889805434, + "FN": 1620, + "FP": 677, + "IoU": 0.9208776824773518, + "TN": 3300377, + "TP": 26734, + "n_pred": 27411, + "n_ref": 28354 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9348598397427587, + "FN": 4208, + "FP": 816, + "IoU": 0.8776871576384663, + "TN": 2412173, + "TP": 36051, + "n_pred": 36867, + "n_ref": 40259 + }, + "10": { + "Dice": 0.7777319268563175, + "FN": 8756, + "FP": 8480, + "IoU": 0.636302251482349, + "TN": 2405857, + "TP": 30155, + "n_pred": 38635, + "n_ref": 38911 + }, + "11": { + "Dice": 0.5517241379310345, + "FN": 107, + "FP": 127, + "IoU": 0.38095238095238093, + "TN": 2452870, + "TP": 144, + "n_pred": 271, + "n_ref": 251 + }, + "12": { + "Dice": 0.6344410876132931, + "FN": 1201, + "FP": 493, + "IoU": 0.4646017699115044, + "TN": 2450084, + "TP": 1470, + "n_pred": 1963, + "n_ref": 2671 + }, + "13": { + "Dice": 0.5912040897719445, + "FN": 4293, + "FP": 18257, + "IoU": 0.41965204858966443, + "TN": 2414392, + "TP": 16306, + "n_pred": 34563, + "n_ref": 20599 + }, + "14": { + "Dice": 0.7948662970563911, + "FN": 4277, + "FP": 9117, + "IoU": 0.6595668971126474, + "TN": 2413904, + "TP": 25950, + "n_pred": 35067, + "n_ref": 30227 + }, + "15": { + "Dice": 0.8291904325986433, + "FN": 11698, + "FP": 2856, + "IoU": 0.7082197273456295, + "TN": 2403368, + "TP": 35326, + "n_pred": 38182, + "n_ref": 47024 + }, + "2": { + "Dice": 0.9548991890484338, + "FN": 4049, + "FP": 2013, + "IoU": 0.9136909846802209, + "TN": 2383012, + "TP": 64174, + "n_pred": 66187, + "n_ref": 68223 + }, + "3": { + "Dice": 0.9644410457391387, + "FN": 3590, + "FP": 2362, + "IoU": 0.9313241334748696, + "TN": 2366580, + "TP": 80716, + "n_pred": 83078, + "n_ref": 84306 + }, + "4": { + "Dice": 0.5319506364282484, + "FN": 1870, + "FP": 12618, + "IoU": 0.36235200915452664, + "TN": 2430527, + "TP": 8233, + "n_pred": 20851, + "n_ref": 10103 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9319970763521871, + "FN": 12702, + "FP": 11488, + "IoU": 0.8726540496433366, + "TN": 2263293, + "TP": 165765, + "n_pred": 177253, + "n_ref": 178467 + }, + "7": { + "Dice": 0.7973407286403525, + "FN": 8360, + "FP": 18313, + "IoU": 0.6629814009905994, + "TN": 2374104, + "TP": 52471, + "n_pred": 70784, + "n_ref": 60831 + }, + "8": { + "Dice": 0.9140425531914894, + "FN": 91, + "FP": 10, + "IoU": 0.841692789968652, + "TN": 2452610, + "TP": 537, + "n_pred": 547, + "n_ref": 628 + }, + "9": { + "Dice": 0.9487441993972157, + "FN": 2371, + "FP": 2986, + "IoU": 0.9024865297801078, + "TN": 2398312, + "TP": 49579, + "n_pred": 52565, + "n_ref": 51950 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9385048957618239, + "FN": 1980, + "FP": 8232, + "IoU": 0.884134926307907, + "TN": 3066039, + "TP": 77925, + "n_pred": 86157, + "n_ref": 79905 + }, + "10": { + "Dice": 0.8382482162314154, + "FN": 1723, + "FP": 7481, + "IoU": 0.7215381357214171, + "TN": 3121123, + "TP": 23849, + "n_pred": 31330, + "n_ref": 25572 + }, + "11": { + "Dice": 0.7113631309762064, + "FN": 2142, + "FP": 454, + "IoU": 0.5520276100086281, + "TN": 3148381, + "TP": 3199, + "n_pred": 3653, + "n_ref": 5341 + }, + "12": { + "Dice": 0.7317873038182244, + "FN": 2642, + "FP": 793, + "IoU": 0.5770225341706686, + "TN": 3146055, + "TP": 4686, + "n_pred": 5479, + "n_ref": 7328 + }, + "13": { + "Dice": 0.15452991452991452, + "FN": 1050, + "FP": 1423, + "IoU": 0.08373471656168952, + "TN": 3151477, + "TP": 226, + "n_pred": 1649, + "n_ref": 1276 + }, + "14": { + "Dice": 0.9380190052221556, + "FN": 2191, + "FP": 5049, + "IoU": 0.883272873841193, + "TN": 3092151, + "TP": 54785, + "n_pred": 59834, + "n_ref": 56976 + }, + "15": { + "Dice": 0.9242633096950271, + "FN": 3722, + "FP": 9959, + "IoU": 0.8591910251132153, + "TN": 3057016, + "TP": 83479, + "n_pred": 93438, + "n_ref": 87201 + }, + "2": { + "Dice": 0.9386038687973086, + "FN": 395, + "FP": 116, + "IoU": 0.884310618066561, + "TN": 3149759, + "TP": 3906, + "n_pred": 4022, + "n_ref": 4301 + }, + "3": { + "Dice": 0.9535004621072088, + "FN": 908, + "FP": 3922, + "IoU": 0.9111331898217144, + "TN": 3099825, + "TP": 49521, + "n_pred": 53443, + "n_ref": 50429 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 66, + "IoU": 0.0, + "TN": 3154110, + "TP": 0, + "n_pred": 66, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 10, + "FP": 0, + "IoU": 0.0, + "TN": 3154166, + "TP": 0, + "n_pred": 0, + "n_ref": 10 + }, + "6": { + "Dice": 0.9650705388375533, + "FN": 15021, + "FP": 3422, + "IoU": 0.9324988562540031, + "TN": 2880951, + "TP": 254782, + "n_pred": 258204, + "n_ref": 269803 + }, + "7": { + "Dice": 0.8312536591777155, + "FN": 3676, + "FP": 38693, + "IoU": 0.7112353041403987, + "TN": 3007451, + "TP": 104356, + "n_pred": 143049, + "n_ref": 108032 + }, + "8": { + "Dice": 0.9186492709132771, + "FN": 59, + "FP": 365, + "IoU": 0.8495386799148332, + "TN": 3151358, + "TP": 2394, + "n_pred": 2759, + "n_ref": 2453 + }, + "9": { + "Dice": 0.9041345278589565, + "FN": 1468, + "FP": 2534, + "IoU": 0.8250415318702456, + "TN": 3131302, + "TP": 18872, + "n_pred": 21406, + "n_ref": 20340 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9876133557059633, + "FN": 467, + "FP": 190, + "IoU": 0.9755298148906849, + "TN": 4879647, + "TP": 26192, + "n_pred": 26382, + "n_ref": 26659 + }, + "10": { + "Dice": 0.9386833046471601, + "FN": 2228, + "FP": 2332, + "IoU": 0.8844516521386581, + "TN": 4867032, + "TP": 34904, + "n_pred": 37236, + "n_ref": 37132 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4906496, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 4906495, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "13": { + "Dice": 0.7266334198975019, + "FN": 7210, + "FP": 4685, + "IoU": 0.5706396188276062, + "TN": 4878792, + "TP": 15809, + "n_pred": 20494, + "n_ref": 23019 + }, + "14": { + "Dice": 0.8126166148378499, + "FN": 163, + "FP": 6164, + "IoU": 0.684375935348698, + "TN": 4886450, + "TP": 13719, + "n_pred": 19883, + "n_ref": 13882 + }, + "15": { + "Dice": 0.6145619569168709, + "FN": 2590, + "FP": 30279, + "IoU": 0.44358674859919084, + "TN": 4847423, + "TP": 26204, + "n_pred": 56483, + "n_ref": 28794 + }, + "2": { + "Dice": 0.9868756575545213, + "FN": 552, + "FP": 920, + "IoU": 0.9740913491155505, + "TN": 4849681, + "TP": 55343, + "n_pred": 56263, + "n_ref": 55895 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 4906495, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "4": { + "Dice": 0.7821081870507718, + "FN": 7290, + "FP": 319, + "IoU": 0.6421819891841053, + "TN": 4885231, + "TP": 13656, + "n_pred": 13975, + "n_ref": 20946 + }, + "5": { + "Dice": 0.5151677852348994, + "FN": 3591, + "FP": 21, + "IoU": 0.3469535346230338, + "TN": 4900965, + "TP": 1919, + "n_pred": 1940, + "n_ref": 5510 + }, + "6": { + "Dice": 0.7471801037665673, + "FN": 636894, + "FP": 11586, + "IoU": 0.5963986571517127, + "TN": 3299762, + "TP": 958254, + "n_pred": 969840, + "n_ref": 1595148 + }, + "7": { + "Dice": 0.17102228909997177, + "FN": 2442, + "FP": 438284, + "IoU": 0.09350703842957868, + "TN": 4420308, + "TP": 45462, + "n_pred": 483746, + "n_ref": 47904 + }, + "8": { + "Dice": 0.9556623931623932, + "FN": 41, + "FP": 125, + "IoU": 0.9150895140664962, + "TN": 4904541, + "TP": 1789, + "n_pred": 1914, + "n_ref": 1830 + }, + "9": { + "Dice": 0.8296676441837733, + "FN": 885, + "FP": 1903, + "IoU": 0.708916266443934, + "TN": 4896918, + "TP": 6790, + "n_pred": 8693, + "n_ref": 7675 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9804412110537929, + "FN": 3100, + "FP": 809, + "IoU": 0.961632837344431, + "TN": 2526596, + "TP": 97975, + "n_pred": 98784, + "n_ref": 101075 + }, + "10": { + "Dice": 0.9376493540976415, + "FN": 2578, + "FP": 2823, + "IoU": 0.8826175780231243, + "TN": 2582468, + "TP": 40611, + "n_pred": 43434, + "n_ref": 43189 + }, + "11": { + "Dice": 0.7918597256291451, + "FN": 1687, + "FP": 604, + "IoU": 0.6554369078056851, + "TN": 2621831, + "TP": 4358, + "n_pred": 4962, + "n_ref": 6045 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9029640571147218, + "FN": 1208, + "FP": 3719, + "IoU": 0.8230943233636135, + "TN": 2600629, + "TP": 22924, + "n_pred": 26643, + "n_ref": 24132 + }, + "14": { + "Dice": 0.8740833857112927, + "FN": 152, + "FP": 449, + "IoU": 0.7763304800893189, + "TN": 2625793, + "TP": 2086, + "n_pred": 2535, + "n_ref": 2238 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9766006994182185, + "FN": 2332, + "FP": 3516, + "IoU": 0.9542714157250655, + "TN": 2500595, + "TP": 122037, + "n_pred": 125553, + "n_ref": 124369 + }, + "3": { + "Dice": 0.9595720860803583, + "FN": 154, + "FP": 171, + "IoU": 0.922285987565758, + "TN": 2624298, + "TP": 3857, + "n_pred": 4028, + "n_ref": 4011 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 2628472, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "5": { + "Dice": 0.7009773598911295, + "FN": 1965, + "FP": 452, + "IoU": 0.5396190476190477, + "TN": 2623230, + "TP": 2833, + "n_pred": 3285, + "n_ref": 4798 + }, + "6": { + "Dice": 0.9686383697560911, + "FN": 1932, + "FP": 2765, + "IoU": 0.939184027552989, + "TN": 2551247, + "TP": 72536, + "n_pred": 75301, + "n_ref": 74468 + }, + "7": { + "Dice": 0.9539255475844822, + "FN": 5101, + "FP": 3595, + "IoU": 0.9119098027695332, + "TN": 2529763, + "TP": 90021, + "n_pred": 93616, + "n_ref": 95122 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 245, + "IoU": 0.0, + "TN": 2628235, + "TP": 0, + "n_pred": 245, + "n_ref": 0 + }, + "9": { + "Dice": 0.9459341933613568, + "FN": 651, + "FP": 1587, + "IoU": 0.8974147414741475, + "TN": 2606664, + "TP": 19578, + "n_pred": 21165, + "n_ref": 20229 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9732512970253148, + "FN": 1128, + "FP": 2976, + "IoU": 0.9478963004341975, + "TN": 3250642, + "TP": 74662, + "n_pred": 77638, + "n_ref": 75790 + }, + "10": { + "Dice": 0.835158293113346, + "FN": 3208, + "FP": 4545, + "IoU": 0.7169714890665498, + "TN": 3302015, + "TP": 19640, + "n_pred": 24185, + "n_ref": 22848 + }, + "11": { + "Dice": 0.7613504074505238, + "FN": 364, + "FP": 456, + "IoU": 0.6146616541353384, + "TN": 3327280, + "TP": 1308, + "n_pred": 1764, + "n_ref": 1672 + }, + "12": { + "Dice": 0.45095541401273886, + "FN": 246, + "FP": 616, + "IoU": 0.2911184210526316, + "TN": 3328192, + "TP": 354, + "n_pred": 970, + "n_ref": 600 + }, + "13": { + "Dice": 0.7884272033760753, + "FN": 2014, + "FP": 3200, + "IoU": 0.6507468685109519, + "TN": 3314479, + "TP": 9715, + "n_pred": 12915, + "n_ref": 11729 + }, + "14": { + "Dice": 0.8118467139669359, + "FN": 7143, + "FP": 20092, + "IoU": 0.6832844915806121, + "TN": 3243416, + "TP": 58757, + "n_pred": 78849, + "n_ref": 65900 + }, + "15": { + "Dice": 0.8105588166031417, + "FN": 31455, + "FP": 11985, + "IoU": 0.6814618729513907, + "TN": 3193035, + "TP": 92933, + "n_pred": 104918, + "n_ref": 124388 + }, + "2": { + "Dice": 0.9480880333008294, + "FN": 2964, + "FP": 1987, + "IoU": 0.9012997886846617, + "TN": 3279246, + "TP": 45211, + "n_pred": 47198, + "n_ref": 48175 + }, + "3": { + "Dice": 0.9655346060992046, + "FN": 946, + "FP": 1381, + "IoU": 0.9333657866101598, + "TN": 3294486, + "TP": 32595, + "n_pred": 33976, + "n_ref": 33541 + }, + "4": { + "Dice": 0.7568270481144344, + "FN": 6, + "FP": 181, + "IoU": 0.608786610878661, + "TN": 3328930, + "TP": 291, + "n_pred": 472, + "n_ref": 297 + }, + "5": { + "Dice": 0.8782118236891582, + "FN": 207, + "FP": 376, + "IoU": 0.7828677839851024, + "TN": 3326723, + "TP": 2102, + "n_pred": 2478, + "n_ref": 2309 + }, + "6": { + "Dice": 0.9498604298387949, + "FN": 13046, + "FP": 3084, + "IoU": 0.9045087499111985, + "TN": 3160492, + "TP": 152786, + "n_pred": 155870, + "n_ref": 165832 + }, + "7": { + "Dice": 0.9797251917123619, + "FN": 9994, + "FP": 5613, + "IoU": 0.9602561817209504, + "TN": 2936718, + "TP": 377083, + "n_pred": 382696, + "n_ref": 387077 + }, + "8": { + "Dice": 0.9671577751837713, + "FN": 376, + "FP": 665, + "IoU": 0.9364041786303379, + "TN": 3313039, + "TP": 15328, + "n_pred": 15993, + "n_ref": 15704 + }, + "9": { + "Dice": 0.9377886030344548, + "FN": 1740, + "FP": 3164, + "IoU": 0.8828643768212869, + "TN": 3287542, + "TP": 36962, + "n_pred": 40126, + "n_ref": 38702 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7995997452924588, + "FN": 304, + "FP": 1899, + "IoU": 0.6661109427099121, + "TN": 3322810, + "TP": 4395, + "n_pred": 6294, + "n_ref": 4699 + }, + "10": { + "Dice": 0.9055120667814337, + "FN": 1886, + "FP": 1023, + "IoU": 0.8273385565052231, + "TN": 3312560, + "TP": 13939, + "n_pred": 14962, + "n_ref": 15825 + }, + "11": { + "Dice": 0.0, + "FN": 4125, + "FP": 7, + "IoU": 0.0, + "TN": 3325276, + "TP": 0, + "n_pred": 7, + "n_ref": 4125 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 275, + "IoU": 0.0, + "TN": 3329133, + "TP": 0, + "n_pred": 275, + "n_ref": 0 + }, + "13": { + "Dice": 0.8726384598807557, + "FN": 5803, + "FP": 6608, + "IoU": 0.7740537785140819, + "TN": 3274479, + "TP": 42518, + "n_pred": 49126, + "n_ref": 48321 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8873947498761763, + "FN": 33371, + "FP": 3005, + "IoU": 0.7975827453424444, + "TN": 3149700, + "TP": 143332, + "n_pred": 146337, + "n_ref": 176703 + }, + "3": { + "Dice": 0.8795917582347134, + "FN": 3489, + "FP": 24684, + "IoU": 0.7850636272086423, + "TN": 3198332, + "TP": 102903, + "n_pred": 127587, + "n_ref": 106392 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2683, + "IoU": 0.0, + "TN": 3326725, + "TP": 0, + "n_pred": 2683, + "n_ref": 0 + }, + "5": { + "Dice": 0.8872622584300633, + "FN": 6780, + "FP": 582, + "IoU": 0.7973687107783772, + "TN": 3293076, + "TP": 28970, + "n_pred": 29552, + "n_ref": 35750 + }, + "6": { + "Dice": 0.9638467118407403, + "FN": 16790, + "FP": 12416, + "IoU": 0.9302163327136924, + "TN": 2910886, + "TP": 389316, + "n_pred": 401732, + "n_ref": 406106 + }, + "7": { + "Dice": 0.8834010163076988, + "FN": 30335, + "FP": 13537, + "IoU": 0.7911533408229716, + "TN": 3119340, + "TP": 166196, + "n_pred": 179733, + "n_ref": 196531 + }, + "8": { + "Dice": 0.9481314129718535, + "FN": 380, + "FP": 171, + "IoU": 0.9013781993914445, + "TN": 3323821, + "TP": 5036, + "n_pred": 5207, + "n_ref": 5416 + }, + "9": { + "Dice": 0.9196268512985634, + "FN": 14965, + "FP": 1310, + "IoU": 0.851212243106853, + "TN": 3220024, + "TP": 93109, + "n_pred": 94419, + "n_ref": 108074 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8057323761805992, + "FN": 3623, + "FP": 47984, + "IoU": 0.6746665153692917, + "TN": 5098332, + "TP": 107021, + "n_pred": 155005, + "n_ref": 110644 + }, + "10": { + "Dice": 0.8968273548132432, + "FN": 3142, + "FP": 1040, + "IoU": 0.8129528580373916, + "TN": 5234602, + "TP": 18176, + "n_pred": 19216, + "n_ref": 21318 + }, + "11": { + "Dice": 0.7380913136640844, + "FN": 811, + "FP": 778, + "IoU": 0.5849007314524556, + "TN": 5253132, + "TP": 2239, + "n_pred": 3017, + "n_ref": 3050 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5256960, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5623974625396478, + "FN": 2442, + "FP": 5560, + "IoU": 0.39120511259890445, + "TN": 5243816, + "TP": 5142, + "n_pred": 10702, + "n_ref": 7584 + }, + "14": { + "Dice": 0.9194405570389704, + "FN": 941, + "FP": 8442, + "IoU": 0.8508930841596746, + "TN": 5194032, + "TP": 53545, + "n_pred": 61987, + "n_ref": 54486 + }, + "15": { + "Dice": 0.6455879132910006, + "FN": 8042, + "FP": 51, + "IoU": 0.4766554578375582, + "TN": 5241496, + "TP": 7371, + "n_pred": 7422, + "n_ref": 15413 + }, + "2": { + "Dice": 0.9743192724026336, + "FN": 1904, + "FP": 1778, + "IoU": 0.9499245195773096, + "TN": 5183431, + "TP": 69847, + "n_pred": 71625, + "n_ref": 71751 + }, + "3": { + "Dice": 0.9695309318425827, + "FN": 2300, + "FP": 992, + "IoU": 0.9408636918876194, + "TN": 5201292, + "TP": 52376, + "n_pred": 53368, + "n_ref": 54676 + }, + "4": { + "Dice": 0.8931563176658428, + "FN": 4074, + "FP": 811, + "IoU": 0.8069398885507647, + "TN": 5231657, + "TP": 20418, + "n_pred": 21229, + "n_ref": 24492 + }, + "5": { + "Dice": 0.0, + "FN": 350, + "FP": 11, + "IoU": 0.0, + "TN": 5256599, + "TP": 0, + "n_pred": 11, + "n_ref": 350 + }, + "6": { + "Dice": 0.6470585718543816, + "FN": 740822, + "FP": 1609, + "IoU": 0.47826059457818454, + "TN": 3833968, + "TP": 680561, + "n_pred": 682170, + "n_ref": 1421383 + }, + "7": { + "Dice": 0.28179884193352317, + "FN": 159048, + "FP": 20554, + "IoU": 0.16400806192601833, + "TN": 5042123, + "TP": 35235, + "n_pred": 55789, + "n_ref": 194283 + }, + "8": { + "Dice": 0.9184937238493723, + "FN": 379, + "FP": 1082, + "IoU": 0.8492726709996905, + "TN": 5247267, + "TP": 8232, + "n_pred": 9314, + "n_ref": 8611 + }, + "9": { + "Dice": 0.8043891374977012, + "FN": 2342, + "FP": 4040, + "IoU": 0.6727850697292863, + "TN": 5237456, + "TP": 13122, + "n_pred": 17162, + "n_ref": 15464 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9759545356861434, + "FN": 1262, + "FP": 2766, + "IoU": 0.9530382875530476, + "TN": 2542708, + "TP": 81744, + "n_pred": 84510, + "n_ref": 83006 + }, + "10": { + "Dice": 0.8924249958561247, + "FN": 512, + "FP": 2084, + "IoU": 0.8057467824004789, + "TN": 2615116, + "TP": 10768, + "n_pred": 12852, + "n_ref": 11280 + }, + "11": { + "Dice": 0.7807971014492754, + "FN": 87, + "FP": 155, + "IoU": 0.6404160475482912, + "TN": 2627807, + "TP": 431, + "n_pred": 586, + "n_ref": 518 + }, + "12": { + "Dice": 0.7942671009771987, + "FN": 1194, + "FP": 385, + "IoU": 0.6587421655500324, + "TN": 2623853, + "TP": 3048, + "n_pred": 3433, + "n_ref": 4242 + }, + "13": { + "Dice": 0.9269803044637481, + "FN": 256, + "FP": 593, + "IoU": 0.8638986854761141, + "TN": 2622242, + "TP": 5389, + "n_pred": 5982, + "n_ref": 5645 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9674288462379225, + "FN": 2694, + "FP": 1776, + "IoU": 0.9369125243458379, + "TN": 2557626, + "TP": 66384, + "n_pred": 68160, + "n_ref": 69078 + }, + "4": { + "Dice": 0.9451287793952967, + "FN": 2913, + "FP": 1595, + "IoU": 0.8959660297239915, + "TN": 2585148, + "TP": 38824, + "n_pred": 40419, + "n_ref": 41737 + }, + "5": { + "Dice": 0.8987300553565614, + "FN": 288, + "FP": 23, + "IoU": 0.8160851567120048, + "TN": 2626789, + "TP": 1380, + "n_pred": 1403, + "n_ref": 1668 + }, + "6": { + "Dice": 0.9743508008970958, + "FN": 6082, + "FP": 9689, + "IoU": 0.9499844603294411, + "TN": 2313158, + "TP": 299551, + "n_pred": 309240, + "n_ref": 305633 + }, + "7": { + "Dice": 0.9731334749754725, + "FN": 2052, + "FP": 2083, + "IoU": 0.9476727999797525, + "TN": 2549458, + "TP": 74887, + "n_pred": 76970, + "n_ref": 76939 + }, + "8": { + "Dice": 0.949190704787799, + "FN": 1577, + "FP": 815, + "IoU": 0.9032949262179099, + "TN": 2603745, + "TP": 22343, + "n_pred": 23158, + "n_ref": 23920 + }, + "9": { + "Dice": 0.9439483277469234, + "FN": 1372, + "FP": 3210, + "IoU": 0.8938467241219534, + "TN": 2585316, + "TP": 38582, + "n_pred": 41792, + "n_ref": 39954 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8001149450874129, + "FN": 94237, + "FP": 4536, + "IoU": 0.6668263279149703, + "TN": 6011891, + "TP": 197688, + "n_pred": 202224, + "n_ref": 291925 + }, + "10": { + "Dice": 0.8798000454442172, + "FN": 4663, + "FP": 4330, + "IoU": 0.785395537525355, + "TN": 6266447, + "TP": 32912, + "n_pred": 37242, + "n_ref": 37575 + }, + "11": { + "Dice": 0.7365545501109784, + "FN": 1384, + "FP": 159, + "IoU": 0.582972972972973, + "TN": 6304652, + "TP": 2157, + "n_pred": 2316, + "n_ref": 3541 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 6308352, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6662589038826663, + "FN": 9383, + "FP": 16808, + "IoU": 0.4995414071158329, + "TN": 6256018, + "TP": 26143, + "n_pred": 42951, + "n_ref": 35526 + }, + "14": { + "Dice": 0.9104721154543477, + "FN": 1885, + "FP": 3053, + "IoU": 0.8356574699637235, + "TN": 6278305, + "TP": 25109, + "n_pred": 28162, + "n_ref": 26994 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 24599, + "IoU": 0.0, + "TN": 6283753, + "TP": 0, + "n_pred": 24599, + "n_ref": 0 + }, + "2": { + "Dice": 0.8148420434428065, + "FN": 3819, + "FP": 40004, + "IoU": 0.6875387697770425, + "TN": 6168101, + "TP": 96428, + "n_pred": 136432, + "n_ref": 100247 + }, + "3": { + "Dice": 0.9739810103341552, + "FN": 2700, + "FP": 1268, + "IoU": 0.9492816606165959, + "TN": 6230116, + "TP": 74268, + "n_pred": 75536, + "n_ref": 76968 + }, + "4": { + "Dice": 0.8049610024293569, + "FN": 7105, + "FP": 522, + "IoU": 0.6735855516562527, + "TN": 6284986, + "TP": 15739, + "n_pred": 16261, + "n_ref": 22844 + }, + "5": { + "Dice": 0.9065245934754065, + "FN": 1597, + "FP": 2105, + "IoU": 0.829030619313721, + "TN": 6286699, + "TP": 17951, + "n_pred": 20056, + "n_ref": 19548 + }, + "6": { + "Dice": 0.5864547278249266, + "FN": 31047, + "FP": 670882, + "IoU": 0.41488216852264476, + "TN": 5108715, + "TP": 497708, + "n_pred": 1168590, + "n_ref": 528755 + }, + "7": { + "Dice": 0.7256672058815002, + "FN": 24487, + "FP": 22828, + "IoU": 0.5694487415145504, + "TN": 6198458, + "TP": 62579, + "n_pred": 85407, + "n_ref": 87066 + }, + "8": { + "Dice": 0.49443362939530355, + "FN": 657, + "FP": 32585, + "IoU": 0.3284037416409075, + "TN": 6258855, + "TP": 16255, + "n_pred": 48840, + "n_ref": 16912 + }, + "9": { + "Dice": 0.928980964758046, + "FN": 5166, + "FP": 6911, + "IoU": 0.8673804425410421, + "TN": 6217287, + "TP": 78988, + "n_pred": 85899, + "n_ref": 84154 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9703655749184161, + "FN": 2924, + "FP": 1562, + "IoU": 0.9424369963557974, + "TN": 7632276, + "TP": 73446, + "n_pred": 75008, + "n_ref": 76370 + }, + "10": { + "Dice": 0.888208269525268, + "FN": 1691, + "FP": 1667, + "IoU": 0.7988980716253443, + "TN": 7693510, + "TP": 13340, + "n_pred": 15007, + "n_ref": 15031 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 7710208, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.742440488955608, + "FN": 629, + "FP": 572, + "IoU": 0.5903819918144612, + "TN": 7707276, + "TP": 1731, + "n_pred": 2303, + "n_ref": 2360 + }, + "13": { + "Dice": 0.6124261046335023, + "FN": 2149, + "FP": 14438, + "IoU": 0.44136467735416945, + "TN": 7680516, + "TP": 13105, + "n_pred": 27543, + "n_ref": 15254 + }, + "14": { + "Dice": 0.02701871461728554, + "FN": 4656, + "FP": 539476, + "IoU": 0.013694359301560486, + "TN": 7158521, + "TP": 7555, + "n_pred": 547031, + "n_ref": 12211 + }, + "15": { + "Dice": 0.3046026300743282, + "FN": 2125, + "FP": 173015, + "IoU": 0.17966444650535368, + "TN": 7496710, + "TP": 38358, + "n_pred": 211373, + "n_ref": 40483 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 7710208, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9731236522379425, + "FN": 638, + "FP": 895, + "IoU": 0.9476541692276172, + "TN": 7680922, + "TP": 27753, + "n_pred": 28648, + "n_ref": 28391 + }, + "4": { + "Dice": 0.8491134627514192, + "FN": 112, + "FP": 2041, + "IoU": 0.7377907684813055, + "TN": 7701997, + "TP": 6058, + "n_pred": 8099, + "n_ref": 6170 + }, + "5": { + "Dice": 0.8643457382953181, + "FN": 1079, + "FP": 1294, + "IoU": 0.7610993657505285, + "TN": 7700275, + "TP": 7560, + "n_pred": 8854, + "n_ref": 8639 + }, + "6": { + "Dice": 0.5345755217957298, + "FN": 8422, + "FP": 550752, + "IoU": 0.3647922699167671, + "TN": 6829907, + "TP": 321127, + "n_pred": 871879, + "n_ref": 329549 + }, + "7": { + "Dice": 0.9608120149749939, + "FN": 11920, + "FP": 14071, + "IoU": 0.9245796033254502, + "TN": 7365593, + "TP": 318624, + "n_pred": 332695, + "n_ref": 330544 + }, + "8": { + "Dice": 0.9712592416404036, + "FN": 1109, + "FP": 1791, + "IoU": 0.9441243906668465, + "TN": 7658307, + "TP": 49001, + "n_pred": 50792, + "n_ref": 50110 + }, + "9": { + "Dice": 0.8449695800563882, + "FN": 2355, + "FP": 6003, + "IoU": 0.7315561265456881, + "TN": 7679073, + "TP": 22777, + "n_pred": 28780, + "n_ref": 25132 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8340347068357894, + "FN": 3278, + "FP": 7883, + "IoU": 0.7153169238617523, + "TN": 3114971, + "TP": 28044, + "n_pred": 35927, + "n_ref": 31322 + }, + "10": { + "Dice": 0.3560786896040826, + "FN": 11732, + "FP": 11737, + "IoU": 0.2166032445423593, + "TN": 3124218, + "TP": 6489, + "n_pred": 18226, + "n_ref": 18221 + }, + "11": { + "Dice": 0.7576391795730432, + "FN": 164, + "FP": 415, + "IoU": 0.6098382749326146, + "TN": 3152692, + "TP": 905, + "n_pred": 1320, + "n_ref": 1069 + }, + "12": { + "Dice": 0.49170872386445563, + "FN": 602, + "FP": 103, + "IoU": 0.3260038240917782, + "TN": 3153130, + "TP": 341, + "n_pred": 444, + "n_ref": 943 + }, + "13": { + "Dice": 0.4204822777454968, + "FN": 6778, + "FP": 33116, + "IoU": 0.26620928136553423, + "TN": 3099809, + "TP": 14473, + "n_pred": 47589, + "n_ref": 21251 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9727611940298507, + "FN": 3280, + "FP": 1538, + "IoU": 0.9469669451507446, + "TN": 3063327, + "TP": 86031, + "n_pred": 87569, + "n_ref": 89311 + }, + "3": { + "Dice": 0.9620205565304588, + "FN": 1986, + "FP": 2256, + "IoU": 0.9268204323149378, + "TN": 3096209, + "TP": 53725, + "n_pred": 55981, + "n_ref": 55711 + }, + "4": { + "Dice": 0.5695453777251985, + "FN": 72565, + "FP": 3845, + "IoU": 0.3981568998109641, + "TN": 3027216, + "TP": 50550, + "n_pred": 54395, + "n_ref": 123115 + }, + "5": { + "Dice": 0.7627941725812477, + "FN": 247, + "FP": 388, + "IoU": 0.6165458937198067, + "TN": 3152520, + "TP": 1021, + "n_pred": 1409, + "n_ref": 1268 + }, + "6": { + "Dice": 0.9317644507459695, + "FN": 27430, + "FP": 14103, + "IoU": 0.8722462488695856, + "TN": 2829074, + "TP": 283569, + "n_pred": 297672, + "n_ref": 310999 + }, + "7": { + "Dice": 0.5427978933858042, + "FN": 5229, + "FP": 80976, + "IoU": 0.3724932121097418, + "TN": 3016799, + "TP": 51172, + "n_pred": 132148, + "n_ref": 56401 + }, + "8": { + "Dice": 0.9177494155072631, + "FN": 7351, + "FP": 5525, + "IoU": 0.8480008499486489, + "TN": 3069465, + "TP": 71835, + "n_pred": 77360, + "n_ref": 79186 + }, + "9": { + "Dice": 0.7296061884669479, + "FN": 1820, + "FP": 5870, + "IoU": 0.5743149737060614, + "TN": 3136111, + "TP": 10375, + "n_pred": 16245, + "n_ref": 12195 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8554601665900148, + "FN": 2982, + "FP": 8332, + "IoU": 0.7474271682107378, + "TN": 1882757, + "TP": 33481, + "n_pred": 41813, + "n_ref": 36463 + }, + "11": { + "Dice": 0.8128342245989305, + "FN": 64, + "FP": 41, + "IoU": 0.6846846846846847, + "TN": 1927219, + "TP": 228, + "n_pred": 269, + "n_ref": 292 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8306505593982086, + "FN": 5939, + "FP": 10000, + "IoU": 0.7103527231096332, + "TN": 1872523, + "TP": 39090, + "n_pred": 49090, + "n_ref": 45029 + }, + "14": { + "Dice": 0.9666175532733711, + "FN": 1865, + "FP": 1171, + "IoU": 0.9353918835521695, + "TN": 1880561, + "TP": 43955, + "n_pred": 45126, + "n_ref": 45820 + }, + "15": { + "Dice": 0.9307993433514332, + "FN": 1882, + "FP": 310, + "IoU": 0.8705562773119169, + "TN": 1910618, + "TP": 14742, + "n_pred": 15052, + "n_ref": 16624 + }, + "2": { + "Dice": 0.7323943661971831, + "FN": 4, + "FP": 15, + "IoU": 0.5777777777777777, + "TN": 1927507, + "TP": 26, + "n_pred": 41, + "n_ref": 30 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.754460966542751, + "FN": 2051, + "FP": 591, + "IoU": 0.6057304879868677, + "TN": 1920851, + "TP": 4059, + "n_pred": 4650, + "n_ref": 6110 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9765104579558989, + "FN": 6411, + "FP": 6093, + "IoU": 0.9540991068708174, + "TN": 1655139, + "TP": 259909, + "n_pred": 266002, + "n_ref": 266320 + }, + "7": { + "Dice": 0.9199498128724826, + "FN": 33054, + "FP": 4206, + "IoU": 0.8517658011051922, + "TN": 1676193, + "TP": 214099, + "n_pred": 218305, + "n_ref": 247153 + }, + "8": { + "Dice": 0.9525203728102278, + "FN": 1176, + "FP": 770, + "IoU": 0.9093450107146185, + "TN": 1906086, + "TP": 19520, + "n_pred": 20290, + "n_ref": 20696 + }, + "9": { + "Dice": 0.8700803212851406, + "FN": 1851, + "FP": 737, + "IoU": 0.7700373200639773, + "TN": 1916298, + "TP": 8666, + "n_pred": 9403, + "n_ref": 10517 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9303515310969817, + "FN": 1219, + "FP": 687, + "IoU": 0.8697731620661383, + "TN": 2613844, + "TP": 12730, + "n_pred": 13417, + "n_ref": 13949 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 2628458, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9368871540433137, + "FN": 2013, + "FP": 3355, + "IoU": 0.8812678330494791, + "TN": 2583269, + "TP": 39843, + "n_pred": 43198, + "n_ref": 41856 + }, + "14": { + "Dice": 0.9587894846942333, + "FN": 1852, + "FP": 1103, + "IoU": 0.9208411465309403, + "TN": 2591150, + "TP": 34375, + "n_pred": 35478, + "n_ref": 36227 + }, + "15": { + "Dice": 0.8662711248724291, + "FN": 4484, + "FP": 3247, + "IoU": 0.764090201702725, + "TN": 2595709, + "TP": 25040, + "n_pred": 28287, + "n_ref": 29524 + }, + "2": { + "Dice": 0.9633973400789544, + "FN": 661, + "FP": 294, + "IoU": 0.9293795755379723, + "TN": 2614957, + "TP": 12568, + "n_pred": 12862, + "n_ref": 13229 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8744013461621435, + "FN": 1207, + "FP": 1704, + "IoU": 0.7768322600429316, + "TN": 2615436, + "TP": 10133, + "n_pred": 11837, + "n_ref": 11340 + }, + "5": { + "Dice": 0.9002072845721054, + "FN": 1318, + "FP": 367, + "IoU": 0.8185245018847603, + "TN": 2619195, + "TP": 7600, + "n_pred": 7967, + "n_ref": 8918 + }, + "6": { + "Dice": 0.9695458772647313, + "FN": 7521, + "FP": 8787, + "IoU": 0.9408918416388488, + "TN": 2352579, + "TP": 259593, + "n_pred": 268380, + "n_ref": 267114 + }, + "7": { + "Dice": 0.939163799947076, + "FN": 3614, + "FP": 984, + "IoU": 0.8853051959390357, + "TN": 2588391, + "TP": 35491, + "n_pred": 36475, + "n_ref": 39105 + }, + "8": { + "Dice": 0.9607361746471907, + "FN": 669, + "FP": 1554, + "IoU": 0.9244391570360299, + "TN": 2599060, + "TP": 27197, + "n_pred": 28751, + "n_ref": 27866 + }, + "9": { + "Dice": 0.9391710788650197, + "FN": 3745, + "FP": 862, + "IoU": 0.8853181320322613, + "TN": 2588308, + "TP": 35565, + "n_pred": 36427, + "n_ref": 39310 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9837667396903673, + "FN": 1532, + "FP": 239, + "IoU": 0.968052097990403, + "TN": 3449206, + "TP": 53663, + "n_pred": 53902, + "n_ref": 55195 + }, + "10": { + "Dice": 0.9352007903760098, + "FN": 538, + "FP": 577, + "IoU": 0.8782883964632682, + "TN": 3495479, + "TP": 8046, + "n_pred": 8623, + "n_ref": 8584 + }, + "11": { + "Dice": 0.8399594320486815, + "FN": 1147, + "FP": 431, + "IoU": 0.7240776359503409, + "TN": 3498921, + "TP": 4141, + "n_pred": 4572, + "n_ref": 5288 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 3504633, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "13": { + "Dice": 0.8875162433024192, + "FN": 2005, + "FP": 4314, + "IoU": 0.797779057859703, + "TN": 3473392, + "TP": 24929, + "n_pred": 29243, + "n_ref": 26934 + }, + "14": { + "Dice": 0.9216725250511516, + "FN": 1055, + "FP": 438, + "IoU": 0.8547241412863676, + "TN": 3494363, + "TP": 8784, + "n_pred": 9222, + "n_ref": 9839 + }, + "15": { + "Dice": 0.9160884508138253, + "FN": 1912, + "FP": 3264, + "IoU": 0.845169009871373, + "TN": 3471210, + "TP": 28254, + "n_pred": 31518, + "n_ref": 30166 + }, + "2": { + "Dice": 0.9719359647417202, + "FN": 621, + "FP": 245, + "IoU": 0.9454041104526542, + "TN": 3488778, + "TP": 14996, + "n_pred": 15241, + "n_ref": 15617 + }, + "3": { + "Dice": 0.9772117299574266, + "FN": 2557, + "FP": 2512, + "IoU": 0.9554389296200573, + "TN": 3390886, + "TP": 108685, + "n_pred": 111197, + "n_ref": 111242 + }, + "4": { + "Dice": 0.9702806617656268, + "FN": 1069, + "FP": 1304, + "IoU": 0.9422768182923863, + "TN": 3463530, + "TP": 38737, + "n_pred": 40041, + "n_ref": 39806 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9810962576353828, + "FN": 10747, + "FP": 4668, + "IoU": 0.9628939583228021, + "TN": 3089209, + "TP": 400016, + "n_pred": 404684, + "n_ref": 410763 + }, + "7": { + "Dice": 0.9230927270236954, + "FN": 8408, + "FP": 2822, + "IoU": 0.8571701112877583, + "TN": 3426015, + "TP": 67395, + "n_pred": 70217, + "n_ref": 75803 + }, + "8": { + "Dice": 0.7568179479263147, + "FN": 422, + "FP": 1941, + "IoU": 0.6087748344370861, + "TN": 3498600, + "TP": 3677, + "n_pred": 5618, + "n_ref": 4099 + }, + "9": { + "Dice": 0.9554697960148066, + "FN": 1547, + "FP": 1280, + "IoU": 0.9147363976354205, + "TN": 3471484, + "TP": 30329, + "n_pred": 31609, + "n_ref": 31876 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.8149862631921622, + "FN": 3532.895555555556, + "FP": 3214.415555555556, + "IoU": 0.7276876459698387, + "TN": 2604803.4, + "TP": 34452.48888888889, + "n_pred": 37666.90444444445, + "n_ref": 37985.38444444445 + }, + "mean": { + "1": { + "Dice": 0.9302076990788198, + "FN": 1890.7666666666667, + "FP": 3197.1666666666665, + "IoU": 0.8770165171901617, + "TN": 2608333.066666667, + "TP": 32582.2, + "n_pred": 35779.36666666667, + "n_ref": 34472.96666666667 + }, + "10": { + "Dice": 0.8070618891514189, + "FN": 4093.9333333333334, + "FP": 4467.333333333333, + "IoU": 0.6970179634503195, + "TN": 2615929.1333333333, + "TP": 21512.8, + "n_pred": 25980.133333333335, + "n_ref": 25606.733333333334 + }, + "11": { + "Dice": 0.4609405704965635, + "FN": 130.13333333333333, + "FP": 90.1, + "IoU": 0.36519052460008616, + "TN": 2645458.433333333, + "TP": 324.53333333333336, + "n_pred": 414.6333333333333, + "n_ref": 454.6666666666667 + }, + "12": { + "Dice": 0.6897377085971186, + "FN": 350.8666666666667, + "FP": 272.53333333333336, + "IoU": 0.5517411589920936, + "TN": 2644423.2333333334, + "TP": 956.5666666666667, + "n_pred": 1229.1, + "n_ref": 1307.4333333333334 + }, + "13": { + "Dice": 0.7666707122443943, + "FN": 5005.333333333333, + "FP": 4058.3333333333335, + "IoU": 0.638015287293366, + "TN": 2617982.8666666667, + "TP": 18956.666666666668, + "n_pred": 23015.0, + "n_ref": 23962.0 + }, + "14": { + "Dice": 0.8734477312146598, + "FN": 13442.433333333332, + "FP": 4872.7, + "IoU": 0.792437628634413, + "TN": 2567638.966666667, + "TP": 60049.1, + "n_pred": 64921.8, + "n_ref": 73491.53333333334 + }, + "15": { + "Dice": 0.8162344758265689, + "FN": 4626.233333333334, + "FP": 2079.4, + "IoU": 0.721766696266577, + "TN": 2616028.033333333, + "TP": 23269.533333333333, + "n_pred": 25348.933333333334, + "n_ref": 27895.766666666666 + }, + "2": { + "Dice": 0.926785234736919, + "FN": 1487.0, + "FP": 939.2666666666667, + "IoU": 0.8705616880966399, + "TN": 2619689.6666666665, + "TP": 23887.266666666666, + "n_pred": 24826.533333333333, + "n_ref": 25374.266666666666 + }, + "3": { + "Dice": 0.9168986656840749, + "FN": 858.3, + "FP": 3354.8, + "IoU": 0.857114806232593, + "TN": 2615423.6666666665, + "TP": 26366.433333333334, + "n_pred": 29721.233333333334, + "n_ref": 27224.733333333334 + }, + "4": { + "Dice": 0.7633156146093745, + "FN": 1089.4666666666667, + "FP": 1103.3666666666666, + "IoU": 0.6541431955677901, + "TN": 2638148.0, + "TP": 5662.366666666667, + "n_pred": 6765.733333333334, + "n_ref": 6751.833333333333 + }, + "5": { + "Dice": 0.6686414763988937, + "FN": 844.5, + "FP": 1150.6333333333334, + "IoU": 0.5481929273539686, + "TN": 2641488.1333333333, + "TP": 2519.9333333333334, + "n_pred": 3670.5666666666666, + "n_ref": 3364.4333333333334 + }, + "6": { + "Dice": 0.9540924008037032, + "FN": 9038.066666666668, + "FP": 6396.766666666666, + "IoU": 0.9133353528560677, + "TN": 2460265.5, + "TP": 170302.86666666667, + "n_pred": 176699.63333333333, + "n_ref": 179340.93333333332 + }, + "7": { + "Dice": 0.8789725822769912, + "FN": 5687.333333333333, + "FP": 12378.1, + "IoU": 0.8029502879298615, + "TN": 2538458.2333333334, + "TP": 89479.53333333334, + "n_pred": 101857.63333333333, + "n_ref": 95166.86666666667 + }, + "8": { + "Dice": 0.8893365757898898, + "FN": 3206.0666666666666, + "FP": 2013.8333333333333, + "IoU": 0.8287469818480337, + "TN": 2613229.7666666666, + "TP": 27553.533333333333, + "n_pred": 29567.366666666665, + "n_ref": 30759.6 + }, + "9": { + "Dice": 0.8824506109730444, + "FN": 1243.0, + "FP": 1841.9, + "IoU": 0.7970836732356078, + "TN": 2629554.3, + "TP": 13364.0, + "n_pred": 15205.9, + "n_ref": 14607.0 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9833351621221265, + "FN": 1272, + "FP": 1158, + "IoU": 0.9672166534004291, + "TN": 2904821, + "TP": 71693, + "n_pred": 72851, + "n_ref": 72965 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8796080832823026, + "FN": 3427, + "FP": 3454, + "IoU": 0.785089637079143, + "TN": 2946926, + "TP": 25137, + "n_pred": 28591, + "n_ref": 28564 + }, + "15": { + "Dice": 0.7122167436906214, + "FN": 15577, + "FP": 1174, + "IoU": 0.5530563782384802, + "TN": 2941465, + "TP": 20728, + "n_pred": 21902, + "n_ref": 36305 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9625092203585517, + "FN": 6644, + "FP": 1539, + "IoU": 0.9277279752704791, + "TN": 2865719, + "TP": 105042, + "n_pred": 106581, + "n_ref": 111686 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 5829, + "FP": 0, + "IoU": 0.0, + "TN": 2973115, + "TP": 0, + "n_pred": 0, + "n_ref": 5829 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8161368653421633, + "FN": 9479, + "FP": 7179, + "IoU": 0.6893844748177292, + "TN": 2224387, + "TP": 36971, + "n_pred": 44150, + "n_ref": 46450 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8099709367315001, + "FN": 1239, + "FP": 461, + "IoU": 0.6806312229945519, + "TN": 2272693, + "TP": 3623, + "n_pred": 4084, + "n_ref": 4862 + }, + "13": { + "Dice": 0.8141966708220283, + "FN": 6308, + "FP": 6361, + "IoU": 0.6866203279986148, + "TN": 2237589, + "TP": 27758, + "n_pred": 34119, + "n_ref": 34066 + }, + "14": { + "Dice": 0.9028720268695593, + "FN": 371, + "FP": 8131, + "IoU": 0.822941396976134, + "TN": 2229998, + "TP": 39516, + "n_pred": 47647, + "n_ref": 39887 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9375565610859729, + "FN": 89, + "FP": 601, + "IoU": 0.8824531516183987, + "TN": 2272146, + "TP": 5180, + "n_pred": 5781, + "n_ref": 5269 + }, + "3": { + "Dice": 0.9051623452464378, + "FN": 381, + "FP": 431, + "IoU": 0.8267548538510775, + "TN": 2273329, + "TP": 3875, + "n_pred": 4306, + "n_ref": 4256 + }, + "4": { + "Dice": 0.8050460767647848, + "FN": 3088, + "FP": 1270, + "IoU": 0.6737047020065888, + "TN": 2264660, + "TP": 8998, + "n_pred": 10268, + "n_ref": 12086 + }, + "5": { + "Dice": 0.013408854467691597, + "FN": 15, + "FP": 8520, + "IoU": 0.0067496799720702895, + "TN": 2269423, + "TP": 58, + "n_pred": 8578, + "n_ref": 73 + }, + "6": { + "Dice": 0.9737825500547003, + "FN": 4922, + "FP": 6605, + "IoU": 0.9489046888713553, + "TN": 2052418, + "TP": 214071, + "n_pred": 220676, + "n_ref": 218993 + }, + "7": { + "Dice": 0.893380131984431, + "FN": 22943, + "FP": 4943, + "IoU": 0.8073053428784654, + "TN": 2133300, + "TP": 116830, + "n_pred": 121773, + "n_ref": 139773 + }, + "8": { + "Dice": 0.924831877317579, + "FN": 2286, + "FP": 2498, + "IoU": 0.8601741976968492, + "TN": 2243802, + "TP": 29430, + "n_pred": 31928, + "n_ref": 31716 + }, + "9": { + "Dice": 0.9326658988216532, + "FN": 314, + "FP": 1206, + "IoU": 0.8738275089233835, + "TN": 2265969, + "TP": 10527, + "n_pred": 11733, + "n_ref": 10841 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9276207150388954, + "FN": 10524, + "FP": 4028, + "IoU": 0.865011780857498, + "TN": 3221606, + "TP": 93250, + "n_pred": 97278, + "n_ref": 103774 + }, + "10": { + "Dice": 0.6702319990155896, + "FN": 14903, + "FP": 19936, + "IoU": 0.5040217530572442, + "TN": 3259165, + "TP": 35404, + "n_pred": 55340, + "n_ref": 50307 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 110, + "IoU": 0.0, + "TN": 3329298, + "TP": 0, + "n_pred": 110, + "n_ref": 0 + }, + "12": { + "Dice": 0.6263360410431809, + "FN": 412, + "FP": 1336, + "IoU": 0.4559601618425148, + "TN": 3326195, + "TP": 1465, + "n_pred": 2801, + "n_ref": 1877 + }, + "13": { + "Dice": 0.587951585156058, + "FN": 9082, + "FP": 17744, + "IoU": 0.41638202980528666, + "TN": 3283443, + "TP": 19139, + "n_pred": 36883, + "n_ref": 28221 + }, + "14": { + "Dice": 0.9097466264515712, + "FN": 5974, + "FP": 3811, + "IoU": 0.8344359655504983, + "TN": 3270307, + "TP": 49316, + "n_pred": 53127, + "n_ref": 55290 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9447841630649378, + "FN": 4157, + "FP": 6191, + "IoU": 0.895346838054592, + "TN": 3230529, + "TP": 88531, + "n_pred": 94722, + "n_ref": 92688 + }, + "3": { + "Dice": 0.9005658852061439, + "FN": 1580, + "FP": 1987, + "IoU": 0.8191176470588235, + "TN": 3309688, + "TP": 16153, + "n_pred": 18140, + "n_ref": 17733 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9444576746230926, + "FN": 2609, + "FP": 9519, + "IoU": 0.8947605907568421, + "TN": 3214166, + "TP": 103114, + "n_pred": 112633, + "n_ref": 105723 + }, + "7": { + "Dice": 0.9586893937029238, + "FN": 29054, + "FP": 22561, + "IoU": 0.9206565148818033, + "TN": 2678882, + "TP": 598911, + "n_pred": 621472, + "n_ref": 627965 + }, + "8": { + "Dice": 0.8590513460630187, + "FN": 447, + "FP": 1642, + "IoU": 0.7529272619751626, + "TN": 3320953, + "TP": 6366, + "n_pred": 8008, + "n_ref": 6813 + }, + "9": { + "Dice": 0.8212481857764876, + "FN": 1775, + "FP": 4383, + "IoU": 0.6967100078802206, + "TN": 3309104, + "TP": 14146, + "n_pred": 18529, + "n_ref": 15921 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.48247808752078253, + "FN": 27650, + "FP": 4411, + "IoU": 0.31793813555716294, + "TN": 1530082, + "TP": 14945, + "n_pred": 19356, + "n_ref": 42595 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.700768099362641, + "FN": 1361, + "FP": 470, + "IoU": 0.53937106918239, + "TN": 1573113, + "TP": 2144, + "n_pred": 2614, + "n_ref": 3505 + }, + "13": { + "Dice": 0.7872340425531915, + "FN": 8386, + "FP": 5194, + "IoU": 0.6491228070175439, + "TN": 1538385, + "TP": 25123, + "n_pred": 30317, + "n_ref": 33509 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.75, + "FN": 8, + "FP": 0, + "IoU": 0.6, + "TN": 1577068, + "TP": 12, + "n_pred": 12, + "n_ref": 20 + }, + "3": { + "Dice": 0.9145462568024709, + "FN": 434, + "FP": 147, + "IoU": 0.8425474254742548, + "TN": 1573398, + "TP": 3109, + "n_pred": 3256, + "n_ref": 3543 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7769363304884401, + "FN": 1096, + "FP": 4471, + "IoU": 0.6352378456296685, + "TN": 1561826, + "TP": 9695, + "n_pred": 14166, + "n_ref": 10791 + }, + "6": { + "Dice": 0.8678319199411011, + "FN": 10302, + "FP": 4239, + "IoU": 0.7665221579961464, + "TN": 1514808, + "TP": 47739, + "n_pred": 51978, + "n_ref": 58041 + }, + "7": { + "Dice": 0.8265136753987155, + "FN": 7424, + "FP": 2192, + "IoU": 0.7043232273537913, + "TN": 1544566, + "TP": 22906, + "n_pred": 25098, + "n_ref": 30330 + }, + "8": { + "Dice": 0.9386468952734013, + "FN": 1614, + "FP": 3682, + "IoU": 0.8843870066363954, + "TN": 1531280, + "TP": 40512, + "n_pred": 44194, + "n_ref": 42126 + }, + "9": { + "Dice": 0.8912696327141153, + "FN": 2145, + "FP": 3234, + "IoU": 0.8038650865998177, + "TN": 1549663, + "TP": 22046, + "n_pred": 25280, + "n_ref": 24191 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9227823867262285, + "FN": 79, + "FP": 163, + "IoU": 0.8566350710900474, + "TN": 2101096, + "TP": 1446, + "n_pred": 1609, + "n_ref": 1525 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.710704761904762, + "FN": 1090, + "FP": 2707, + "IoU": 0.5512350785959107, + "TN": 2094323, + "TP": 4664, + "n_pred": 7371, + "n_ref": 5754 + }, + "14": { + "Dice": 0.9113283552760857, + "FN": 1135, + "FP": 2475, + "IoU": 0.8371012138441406, + "TN": 2080623, + "TP": 18551, + "n_pred": 21026, + "n_ref": 19686 + }, + "15": { + "Dice": 0.9340408709402749, + "FN": 1331, + "FP": 3007, + "IoU": 0.8762445439762645, + "TN": 2067731, + "TP": 30715, + "n_pred": 33722, + "n_ref": 32046 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9401588369266353, + "FN": 1961, + "FP": 3110, + "IoU": 0.8870752238008284, + "TN": 2057878, + "TP": 39835, + "n_pred": 42945, + "n_ref": 41796 + }, + "4": { + "Dice": 0.8569839995057762, + "FN": 831, + "FP": 3799, + "IoU": 0.749756783050481, + "TN": 2084282, + "TP": 13872, + "n_pred": 17671, + "n_ref": 14703 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9560057101733108, + "FN": 3942, + "FP": 10974, + "IoU": 0.9157192903152899, + "TN": 1925804, + "TP": 162064, + "n_pred": 173038, + "n_ref": 166006 + }, + "7": { + "Dice": 0.9587072711833364, + "FN": 3132, + "FP": 1828, + "IoU": 0.9206894897583907, + "TN": 2040245, + "TP": 57579, + "n_pred": 59407, + "n_ref": 60711 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9022911242795814, + "FN": 22267, + "FP": 1790, + "IoU": 0.8219767046043187, + "TN": 2668578, + "TP": 111077, + "n_pred": 112867, + "n_ref": 133344 + }, + "10": { + "Dice": 0.8306292872054877, + "FN": 5178, + "FP": 17538, + "IoU": 0.7103216098344768, + "TN": 2725294, + "TP": 55702, + "n_pred": 73240, + "n_ref": 60880 + }, + "11": { + "Dice": 0.036585365853658534, + "FN": 0, + "FP": 158, + "IoU": 0.018633540372670808, + "TN": 2803551, + "TP": 3, + "n_pred": 161, + "n_ref": 3 + }, + "12": { + "Dice": 0.8453139217470428, + "FN": 705, + "FP": 315, + "IoU": 0.7320724980299448, + "TN": 2799905, + "TP": 2787, + "n_pred": 3102, + "n_ref": 3492 + }, + "13": { + "Dice": 0.8610979275431103, + "FN": 3470, + "FP": 1798, + "IoU": 0.7560772329490207, + "TN": 2782115, + "TP": 16329, + "n_pred": 18127, + "n_ref": 19799 + }, + "14": { + "Dice": 0.9354725750485468, + "FN": 1835, + "FP": 2219, + "IoU": 0.878767942583732, + "TN": 2770272, + "TP": 29386, + "n_pred": 31605, + "n_ref": 31221 + }, + "15": { + "Dice": 0.6648966613672496, + "FN": 19133, + "FP": 1945, + "IoU": 0.49801138393388744, + "TN": 2761723, + "TP": 20911, + "n_pred": 22856, + "n_ref": 40044 + }, + "2": { + "Dice": 0.9512732632105838, + "FN": 2792, + "FP": 4217, + "IoU": 0.9070744835998197, + "TN": 2728286, + "TP": 68417, + "n_pred": 72634, + "n_ref": 71209 + }, + "3": { + "Dice": 0.7355371900826446, + "FN": 71, + "FP": 313, + "IoU": 0.5816993464052288, + "TN": 2802794, + "TP": 534, + "n_pred": 847, + "n_ref": 605 + }, + "4": { + "Dice": 0.8824299554857292, + "FN": 626, + "FP": 721, + "IoU": 0.7895970009372071, + "TN": 2797310, + "TP": 5055, + "n_pred": 5776, + "n_ref": 5681 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9283536038460158, + "FN": 6106, + "FP": 3879, + "IoU": 0.866287244727151, + "TN": 2729037, + "TP": 64690, + "n_pred": 68569, + "n_ref": 70796 + }, + "7": { + "Dice": 0.9541128506854192, + "FN": 6295, + "FP": 7369, + "IoU": 0.9122521978692388, + "TN": 2647993, + "TP": 142055, + "n_pred": 149424, + "n_ref": 148350 + }, + "8": { + "Dice": 0.9197782303688617, + "FN": 955, + "FP": 463, + "IoU": 0.8514716664920917, + "TN": 2794165, + "TP": 8129, + "n_pred": 8592, + "n_ref": 9084 + }, + "9": { + "Dice": 0.7580487804878049, + "FN": 857, + "FP": 2615, + "IoU": 0.6103692065985861, + "TN": 2794801, + "TP": 5439, + "n_pred": 8054, + "n_ref": 6296 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9529983257870038, + "FN": 1927, + "FP": 3772, + "IoU": 0.9102166207168176, + "TN": 2214541, + "TP": 57776, + "n_pred": 61548, + "n_ref": 59703 + }, + "10": { + "Dice": 0.6589513462446859, + "FN": 1308, + "FP": 3024, + "IoU": 0.4913702007749208, + "TN": 2269499, + "TP": 4185, + "n_pred": 7209, + "n_ref": 5493 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5875, + "FN": 395, + "FP": 67, + "IoU": 0.415929203539823, + "TN": 2277225, + "TP": 329, + "n_pred": 396, + "n_ref": 724 + }, + "13": { + "Dice": 0.53824200913242, + "FN": 3049, + "FP": 1805, + "IoU": 0.3682155408043733, + "TN": 2270333, + "TP": 2829, + "n_pred": 4634, + "n_ref": 5878 + }, + "14": { + "Dice": 0.92317365788789, + "FN": 8329, + "FP": 2301, + "IoU": 0.8573096903231002, + "TN": 2203519, + "TP": 63867, + "n_pred": 66168, + "n_ref": 72196 + }, + "15": { + "Dice": 0.8892633867898886, + "FN": 1738, + "FP": 2336, + "IoU": 0.8006068911511355, + "TN": 2257584, + "TP": 16358, + "n_pred": 18694, + "n_ref": 18096 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9350664322563911, + "FN": 554, + "FP": 1699, + "IoU": 0.8780514208389716, + "TN": 2259541, + "TP": 16222, + "n_pred": 17921, + "n_ref": 16776 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8271061684934795, + "FN": 550, + "FP": 1611, + "IoU": 0.7051841746248295, + "TN": 2270686, + "TP": 5169, + "n_pred": 6780, + "n_ref": 5719 + }, + "6": { + "Dice": 0.9239531594005594, + "FN": 23194, + "FP": 5406, + "IoU": 0.8586551482144092, + "TN": 2075674, + "TP": 173742, + "n_pred": 179148, + "n_ref": 196936 + }, + "7": { + "Dice": 0.895738464373141, + "FN": 9484, + "FP": 6360, + "IoU": 0.8111651411136537, + "TN": 2194112, + "TP": 68060, + "n_pred": 74420, + "n_ref": 77544 + }, + "8": { + "Dice": 0.8866467006310299, + "FN": 7158, + "FP": 3099, + "IoU": 0.7963749702215517, + "TN": 2227644, + "TP": 40115, + "n_pred": 43214, + "n_ref": 47273 + }, + "9": { + "Dice": 0.6291384023488914, + "FN": 2345, + "FP": 8644, + "IoU": 0.4589364844903988, + "TN": 2257706, + "TP": 9321, + "n_pred": 17965, + "n_ref": 11666 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8680823260372428, + "FN": 4727, + "FP": 1330, + "IoU": 0.7669129531286077, + "TN": 1726334, + "TP": 19929, + "n_pred": 21259, + "n_ref": 24656 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8547474079405528, + "FN": 1436, + "FP": 6031, + "IoU": 0.7463396405883752, + "TN": 1722883, + "TP": 21970, + "n_pred": 28001, + "n_ref": 23406 + }, + "14": { + "Dice": 0.9605737506528579, + "FN": 2135, + "FP": 960, + "IoU": 0.9241384381587333, + "TN": 1711522, + "TP": 37703, + "n_pred": 38663, + "n_ref": 39838 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.926500461680517, + "FN": 261, + "FP": 535, + "IoU": 0.8630655427490108, + "TN": 1746507, + "TP": 5017, + "n_pred": 5552, + "n_ref": 5278 + }, + "3": { + "Dice": 0.8394523957685127, + "FN": 489, + "FP": 27, + "IoU": 0.7233243967828418, + "TN": 1750455, + "TP": 1349, + "n_pred": 1376, + "n_ref": 1838 + }, + "4": { + "Dice": 0.9510842377710594, + "FN": 1410, + "FP": 839, + "IoU": 0.9067308091071207, + "TN": 1728207, + "TP": 21864, + "n_pred": 22703, + "n_ref": 23274 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9789161379919831, + "FN": 5793, + "FP": 4895, + "IoU": 0.958702976724058, + "TN": 1493512, + "TP": 248120, + "n_pred": 253015, + "n_ref": 253913 + }, + "7": { + "Dice": 0.9688733290897518, + "FN": 1178, + "FP": 2734, + "IoU": 0.9396259028335082, + "TN": 1687524, + "TP": 60884, + "n_pred": 63618, + "n_ref": 62062 + }, + "8": { + "Dice": 0.946833102172908, + "FN": 975, + "FP": 980, + "IoU": 0.8990342405618964, + "TN": 1732957, + "TP": 17408, + "n_pred": 18388, + "n_ref": 18383 + }, + "9": { + "Dice": 0.9180888432963412, + "FN": 1087, + "FP": 1548, + "IoU": 0.8485806229169061, + "TN": 1734918, + "TP": 14767, + "n_pred": 16315, + "n_ref": 15854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.670077359463641, + "FN": 2201, + "FP": 29785, + "IoU": 0.5038468697648446, + "TN": 2564012, + "TP": 32482, + "n_pred": 62267, + "n_ref": 34683 + }, + "10": { + "Dice": 0.7359337853306331, + "FN": 1754, + "FP": 7243, + "IoU": 0.5821955976595152, + "TN": 2606946, + "TP": 12537, + "n_pred": 19780, + "n_ref": 14291 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7935912656584597, + "FN": 15687, + "FP": 2916, + "IoU": 0.657812931113768, + "TN": 2574115, + "TP": 35762, + "n_pred": 38678, + "n_ref": 51449 + }, + "14": { + "Dice": 0.894751359607412, + "FN": 22427, + "FP": 3138, + "IoU": 0.8095475777193387, + "TN": 2494247, + "TP": 108668, + "n_pred": 111806, + "n_ref": 131095 + }, + "15": { + "Dice": 0.8315762049500651, + "FN": 2690, + "FP": 7007, + "IoU": 0.7117076941372339, + "TN": 2594844, + "TP": 23939, + "n_pred": 30946, + "n_ref": 26629 + }, + "2": { + "Dice": 0.9444146079484426, + "FN": 803, + "FP": 1681, + "IoU": 0.8946832866954973, + "TN": 2604894, + "TP": 21102, + "n_pred": 22783, + "n_ref": 21905 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.858863561082839, + "FN": 2030, + "FP": 2657, + "IoU": 0.7526388009288579, + "TN": 2609532, + "TP": 14261, + "n_pred": 16918, + "n_ref": 16291 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9387832434538333, + "FN": 63941, + "FP": 10696, + "IoU": 0.8846291180976024, + "TN": 1981549, + "TP": 572294, + "n_pred": 582990, + "n_ref": 636235 + }, + "7": { + "Dice": 0.8314935496741588, + "FN": 709, + "FP": 3092, + "IoU": 0.7115866150694287, + "TN": 2615301, + "TP": 9378, + "n_pred": 12470, + "n_ref": 10087 + }, + "8": { + "Dice": 0.9322033898305084, + "FN": 1008, + "FP": 584, + "IoU": 0.873015873015873, + "TN": 2615943, + "TP": 10945, + "n_pred": 11529, + "n_ref": 11953 + }, + "9": { + "Dice": 0.9188358404185742, + "FN": 3364, + "FP": 1600, + "IoU": 0.8498578428407235, + "TN": 2595418, + "TP": 28098, + "n_pred": 29698, + "n_ref": 31462 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9237049275925746, + "FN": 480, + "FP": 305, + "IoU": 0.8582264764312805, + "TN": 2097247, + "TP": 4752, + "n_pred": 5057, + "n_ref": 5232 + }, + "10": { + "Dice": 0.8470114799961411, + "FN": 8196, + "FP": 2905, + "IoU": 0.7346226482752026, + "TN": 2060953, + "TP": 30730, + "n_pred": 33635, + "n_ref": 38926 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5523255813953488, + "FN": 714, + "FP": 56, + "IoU": 0.3815261044176707, + "TN": 2101539, + "TP": 475, + "n_pred": 531, + "n_ref": 1189 + }, + "13": { + "Dice": 0.41807044410413474, + "FN": 3160, + "FP": 640, + "IoU": 0.26427879961277834, + "TN": 2097619, + "TP": 1365, + "n_pred": 2005, + "n_ref": 4525 + }, + "14": { + "Dice": 0.9557437537337035, + "FN": 3943, + "FP": 2354, + "IoU": 0.9152387233985274, + "TN": 2028493, + "TP": 67994, + "n_pred": 70348, + "n_ref": 71937 + }, + "15": { + "Dice": 0.931062518721383, + "FN": 503, + "FP": 1108, + "IoU": 0.8710168134507607, + "TN": 2090294, + "TP": 10879, + "n_pred": 11987, + "n_ref": 11382 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8258216886439678, + "FN": 479, + "FP": 406, + "IoU": 0.7033188065705666, + "TN": 2099801, + "TP": 2098, + "n_pred": 2504, + "n_ref": 2577 + }, + "5": { + "Dice": 0.7669322709163346, + "FN": 456, + "FP": 1416, + "IoU": 0.6219709208400647, + "TN": 2097832, + "TP": 3080, + "n_pred": 4496, + "n_ref": 3536 + }, + "6": { + "Dice": 0.9712480551700938, + "FN": 9475, + "FP": 12405, + "IoU": 0.9441032505952441, + "TN": 1711348, + "TP": 369556, + "n_pred": 381961, + "n_ref": 379031 + }, + "7": { + "Dice": 0.8991264807945435, + "FN": 1339, + "FP": 3719, + "IoU": 0.8167391304347826, + "TN": 2075184, + "TP": 22542, + "n_pred": 26261, + "n_ref": 23881 + }, + "8": { + "Dice": 0.9348912479262298, + "FN": 2088, + "FP": 4309, + "IoU": 0.8777425273297148, + "TN": 2050460, + "TP": 45927, + "n_pred": 50236, + "n_ref": 48015 + }, + "9": { + "Dice": 0.8612821321296403, + "FN": 5052, + "FP": 3307, + "IoU": 0.7563613046139497, + "TN": 2068475, + "TP": 25950, + "n_pred": 29257, + "n_ref": 31002 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.24007744433688286, + "FN": 761, + "FP": 24, + "IoU": 0.13641364136413642, + "TN": 1926643, + "TP": 124, + "n_pred": 148, + "n_ref": 885 + }, + "11": { + "Dice": 0.6981570388725414, + "FN": 1190, + "FP": 759, + "IoU": 0.5362836069474185, + "TN": 1923349, + "TP": 2254, + "n_pred": 3013, + "n_ref": 3444 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.653093793070097, + "FN": 4850, + "FP": 9497, + "IoU": 0.4848843889128249, + "TN": 1899700, + "TP": 13505, + "n_pred": 23002, + "n_ref": 18355 + }, + "14": { + "Dice": 0.9209681491902031, + "FN": 8460, + "FP": 304, + "IoU": 0.8535134050946045, + "TN": 1867724, + "TP": 51064, + "n_pred": 51368, + "n_ref": 59524 + }, + "15": { + "Dice": 0.8414110243843408, + "FN": 582, + "FP": 2039, + "IoU": 0.7262377271777731, + "TN": 1917978, + "TP": 6953, + "n_pred": 8992, + "n_ref": 7535 + }, + "2": { + "Dice": 0.9622581500132521, + "FN": 1006, + "FP": 418, + "IoU": 0.9272615824692241, + "TN": 1907975, + "TP": 18153, + "n_pred": 18571, + "n_ref": 19159 + }, + "3": { + "Dice": 0.9631889330255549, + "FN": 2424, + "FP": 2089, + "IoU": 0.9289917553024105, + "TN": 1863996, + "TP": 59043, + "n_pred": 61132, + "n_ref": 61467 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9719751542733334, + "FN": 3305, + "FP": 7767, + "IoU": 0.9454782715745415, + "TN": 1724477, + "TP": 192003, + "n_pred": 199770, + "n_ref": 195308 + }, + "7": { + "Dice": 0.949723292628455, + "FN": 4082, + "FP": 2559, + "IoU": 0.9042600735241115, + "TN": 1858187, + "TP": 62724, + "n_pred": 65283, + "n_ref": 66806 + }, + "8": { + "Dice": 0.9250057687870163, + "FN": 802, + "FP": 1148, + "IoU": 0.8604751001717229, + "TN": 1913576, + "TP": 12026, + "n_pred": 13174, + "n_ref": 12828 + }, + "9": { + "Dice": 0.9343776936626317, + "FN": 714, + "FP": 1037, + "IoU": 0.8768375888021382, + "TN": 1913335, + "TP": 12466, + "n_pred": 13503, + "n_ref": 13180 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9692291949889634, + "FN": 1681, + "FP": 424, + "IoU": 0.9402955441472616, + "TN": 4170311, + "TP": 33152, + "n_pred": 33576, + "n_ref": 34833 + }, + "10": { + "Dice": 0.8462414778204251, + "FN": 1507, + "FP": 7266, + "IoU": 0.7334649855688896, + "TN": 4172653, + "TP": 24142, + "n_pred": 31408, + "n_ref": 25649 + }, + "11": { + "Dice": 0.8072289156626506, + "FN": 74, + "FP": 54, + "IoU": 0.6767676767676768, + "TN": 4205172, + "TP": 268, + "n_pred": 322, + "n_ref": 342 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4205568, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7353976432178748, + "FN": 4282, + "FP": 6092, + "IoU": 0.58152480839048, + "TN": 4180778, + "TP": 14416, + "n_pred": 20508, + "n_ref": 18698 + }, + "14": { + "Dice": 0.9197712165713402, + "FN": 2837, + "FP": 1315, + "IoU": 0.8514596451058958, + "TN": 4177616, + "TP": 23800, + "n_pred": 25115, + "n_ref": 26637 + }, + "15": { + "Dice": 0.6451022675292426, + "FN": 419, + "FP": 5012, + "IoU": 0.47612616957654097, + "TN": 4195201, + "TP": 4936, + "n_pred": 9948, + "n_ref": 5355 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4205568, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9732548011621462, + "FN": 2342, + "FP": 2049, + "IoU": 0.9479029483300706, + "TN": 4121283, + "TP": 79894, + "n_pred": 81943, + "n_ref": 82236 + }, + "4": { + "Dice": 0.6938775510204082, + "FN": 28, + "FP": 2, + "IoU": 0.53125, + "TN": 4205504, + "TP": 34, + "n_pred": 36, + "n_ref": 62 + }, + "5": { + "Dice": 0.8713194265602198, + "FN": 1253, + "FP": 246, + "IoU": 0.7719805293580773, + "TN": 4198994, + "TP": 5075, + "n_pred": 5321, + "n_ref": 6328 + }, + "6": { + "Dice": 0.9725802519301097, + "FN": 9883, + "FP": 3613, + "IoU": 0.9466240587230272, + "TN": 3952720, + "TP": 239352, + "n_pred": 242965, + "n_ref": 249235 + }, + "7": { + "Dice": 0.9324487801101337, + "FN": 5150, + "FP": 8810, + "IoU": 0.8734464096311271, + "TN": 4095259, + "TP": 96349, + "n_pred": 105159, + "n_ref": 101499 + }, + "8": { + "Dice": 0.9636578181108177, + "FN": 2552, + "FP": 1729, + "IoU": 0.9298645128524387, + "TN": 4144529, + "TP": 56758, + "n_pred": 58487, + "n_ref": 59310 + }, + "9": { + "Dice": 0.880442634793459, + "FN": 5113, + "FP": 2169, + "IoU": 0.786420296231119, + "TN": 4171473, + "TP": 26813, + "n_pred": 28982, + "n_ref": 31926 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9604439637595078, + "FN": 2580, + "FP": 1882, + "IoU": 0.923898212580161, + "TN": 2920312, + "TP": 54170, + "n_pred": 56052, + "n_ref": 56750 + }, + "10": { + "Dice": 0.908139699297733, + "FN": 3362, + "FP": 2485, + "IoU": 0.8317361650694984, + "TN": 2944195, + "TP": 28902, + "n_pred": 31387, + "n_ref": 32264 + }, + "11": { + "Dice": 0.5843342036553525, + "FN": 1148, + "FP": 444, + "IoU": 0.41276281814828475, + "TN": 2976233, + "TP": 1119, + "n_pred": 1563, + "n_ref": 2267 + }, + "12": { + "Dice": 0.6503667481662592, + "FN": 381, + "FP": 48, + "IoU": 0.48188405797101447, + "TN": 2978116, + "TP": 399, + "n_pred": 447, + "n_ref": 780 + }, + "13": { + "Dice": 0.6958308701404724, + "FN": 5532, + "FP": 5273, + "IoU": 0.5335434294595062, + "TN": 2955780, + "TP": 12359, + "n_pred": 17632, + "n_ref": 17891 + }, + "14": { + "Dice": 0.8552346358896245, + "FN": 1657, + "FP": 3285, + "IoU": 0.7470829068577277, + "TN": 2959404, + "TP": 14598, + "n_pred": 17883, + "n_ref": 16255 + }, + "15": { + "Dice": 0.9672710740523992, + "FN": 5864, + "FP": 903, + "IoU": 0.9366166181167633, + "TN": 2872181, + "TP": 99996, + "n_pred": 100899, + "n_ref": 105860 + }, + "2": { + "Dice": 0.972786394678755, + "FN": 3817, + "FP": 1694, + "IoU": 0.9470147101240265, + "TN": 2874934, + "TP": 98499, + "n_pred": 100193, + "n_ref": 102316 + }, + "3": { + "Dice": 0.9796653310288487, + "FN": 1025, + "FP": 2634, + "IoU": 0.960141178008475, + "TN": 2887145, + "TP": 88140, + "n_pred": 90774, + "n_ref": 89165 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6857349746560464, + "FN": 4271, + "FP": 1805, + "IoU": 0.521763085399449, + "TN": 2966239, + "TP": 6629, + "n_pred": 8434, + "n_ref": 10900 + }, + "6": { + "Dice": 0.9573272326137133, + "FN": 5977, + "FP": 2398, + "IoU": 0.9181473445532555, + "TN": 2876626, + "TP": 93943, + "n_pred": 96341, + "n_ref": 99920 + }, + "7": { + "Dice": 0.9337563801903711, + "FN": 8762, + "FP": 842, + "IoU": 0.8757439321016405, + "TN": 2901652, + "TP": 67688, + "n_pred": 68530, + "n_ref": 76450 + }, + "8": { + "Dice": 0.944828695512305, + "FN": 1802, + "FP": 3000, + "IoU": 0.8954268292682926, + "TN": 2933024, + "TP": 41118, + "n_pred": 44118, + "n_ref": 42920 + }, + "9": { + "Dice": 0.7824582648559814, + "FN": 2420, + "FP": 2610, + "IoU": 0.6426541631145212, + "TN": 2964868, + "TP": 9046, + "n_pred": 11656, + "n_ref": 11466 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9607692962301081, + "FN": 294, + "FP": 167, + "IoU": 0.9245004913200131, + "TN": 2271910, + "TP": 5645, + "n_pred": 5812, + "n_ref": 5939 + }, + "10": { + "Dice": 0.9092894186152306, + "FN": 1479, + "FP": 2509, + "IoU": 0.833667000333667, + "TN": 2254040, + "TP": 19988, + "n_pred": 22497, + "n_ref": 21467 + }, + "11": { + "Dice": 0.84423142759329, + "FN": 507, + "FP": 403, + "IoU": 0.7304502369668247, + "TN": 2274640, + "TP": 2466, + "n_pred": 2869, + "n_ref": 2973 + }, + "12": { + "Dice": 0.8628468305887661, + "FN": 709, + "FP": 507, + "IoU": 0.7587780202340806, + "TN": 2272975, + "TP": 3825, + "n_pred": 4332, + "n_ref": 4534 + }, + "13": { + "Dice": 0.7690964765216909, + "FN": 13993, + "FP": 2672, + "IoU": 0.6248227110020487, + "TN": 2233597, + "TP": 27754, + "n_pred": 30426, + "n_ref": 41747 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9665599823419049, + "FN": 316, + "FP": 290, + "IoU": 0.9352840666381889, + "TN": 2268652, + "TP": 8758, + "n_pred": 9048, + "n_ref": 9074 + }, + "3": { + "Dice": 0.9752041900157492, + "FN": 858, + "FP": 496, + "IoU": 0.9516082916368835, + "TN": 2250036, + "TP": 26626, + "n_pred": 27122, + "n_ref": 27484 + }, + "4": { + "Dice": 0.8832880571486065, + "FN": 1098, + "FP": 1222, + "IoU": 0.7909721596540229, + "TN": 2266917, + "TP": 8779, + "n_pred": 10001, + "n_ref": 9877 + }, + "5": { + "Dice": 0.5613926018029219, + "FN": 2888, + "FP": 2756, + "IoU": 0.3902333621434745, + "TN": 2268760, + "TP": 3612, + "n_pred": 6368, + "n_ref": 6500 + }, + "6": { + "Dice": 0.9790520420438187, + "FN": 5847, + "FP": 2651, + "IoU": 0.9589637105536374, + "TN": 2070931, + "TP": 198587, + "n_pred": 201238, + "n_ref": 204434 + }, + "7": { + "Dice": 0.9086438569877707, + "FN": 2546, + "FP": 10161, + "IoU": 0.8325823451910408, + "TN": 2202116, + "TP": 63193, + "n_pred": 73354, + "n_ref": 65739 + }, + "8": { + "Dice": 0.9564169923752163, + "FN": 3543, + "FP": 3259, + "IoU": 0.9164742865563141, + "TN": 2196580, + "TP": 74634, + "n_pred": 77893, + "n_ref": 78177 + }, + "9": { + "Dice": 0.9705865978807504, + "FN": 996, + "FP": 589, + "IoU": 0.9428540524949524, + "TN": 2250280, + "TP": 26151, + "n_pred": 26740, + "n_ref": 27147 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.934584210862212, + "FN": 3415, + "FP": 685, + "IoU": 0.8772013897208578, + "TN": 1543700, + "TP": 29288, + "n_pred": 29973, + "n_ref": 32703 + }, + "10": { + "Dice": 0.8220430968522572, + "FN": 5520, + "FP": 4481, + "IoU": 0.6978549848942598, + "TN": 1543988, + "TP": 23099, + "n_pred": 27580, + "n_ref": 28619 + }, + "11": { + "Dice": 0.0, + "FN": 136, + "FP": 0, + "IoU": 0.0, + "TN": 1576952, + "TP": 0, + "n_pred": 0, + "n_ref": 136 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5675438261467365, + "FN": 4259, + "FP": 7064, + "IoU": 0.3962032741428038, + "TN": 1558335, + "TP": 7430, + "n_pred": 14494, + "n_ref": 11689 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 4467, + "IoU": 0.0, + "TN": 1572621, + "TP": 0, + "n_pred": 4467, + "n_ref": 0 + }, + "2": { + "Dice": 0.8346456692913385, + "FN": 222, + "FP": 51, + "IoU": 0.7162162162162162, + "TN": 1576126, + "TP": 689, + "n_pred": 740, + "n_ref": 911 + }, + "3": { + "Dice": 0.9391612522150029, + "FN": 277, + "FP": 32, + "IoU": 0.8853006681514477, + "TN": 1574394, + "TP": 2385, + "n_pred": 2417, + "n_ref": 2662 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9541367936758702, + "FN": 11128, + "FP": 4084, + "IoU": 0.9122959751393798, + "TN": 1403641, + "TP": 158235, + "n_pred": 162319, + "n_ref": 169363 + }, + "7": { + "Dice": 0.9103917654698059, + "FN": 10843, + "FP": 4061, + "IoU": 0.835522104752025, + "TN": 1486474, + "TP": 75710, + "n_pred": 79771, + "n_ref": 86553 + }, + "8": { + "Dice": 0.7700729927007299, + "FN": 65, + "FP": 61, + "IoU": 0.6261127596439169, + "TN": 1576751, + "TP": 211, + "n_pred": 272, + "n_ref": 276 + }, + "9": { + "Dice": 0.7914760597743214, + "FN": 66, + "FP": 5404, + "IoU": 0.6549113620591761, + "TN": 1561237, + "TP": 10381, + "n_pred": 15785, + "n_ref": 10447 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9856571428571429, + "FN": 372, + "FP": 130, + "IoU": 0.9717199031040504, + "TN": 1559337, + "TP": 17249, + "n_pred": 17379, + "n_ref": 17621 + }, + "10": { + "Dice": 0.9249951713629633, + "FN": 1379, + "FP": 2116, + "IoU": 0.8604567595624052, + "TN": 1552042, + "TP": 21551, + "n_pred": 23667, + "n_ref": 22930 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 1577082, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "12": { + "Dice": 0.8121353558926487, + "FN": 77, + "FP": 84, + "IoU": 0.6836935166994106, + "TN": 1576579, + "TP": 348, + "n_pred": 432, + "n_ref": 425 + }, + "13": { + "Dice": 0.946704954735715, + "FN": 521, + "FP": 1669, + "IoU": 0.8988031976341204, + "TN": 1555447, + "TP": 19451, + "n_pred": 21120, + "n_ref": 19972 + }, + "14": { + "Dice": 0.9335431268774138, + "FN": 4242, + "FP": 404, + "IoU": 0.875368850260207, + "TN": 1539810, + "TP": 32632, + "n_pred": 33036, + "n_ref": 36874 + }, + "15": { + "Dice": 0.9167742530431575, + "FN": 2748, + "FP": 862, + "IoU": 0.8463372068275656, + "TN": 1553595, + "TP": 19883, + "n_pred": 20745, + "n_ref": 22631 + }, + "2": { + "Dice": 0.9487750556792873, + "FN": 23, + "FP": 0, + "IoU": 0.902542372881356, + "TN": 1576852, + "TP": 213, + "n_pred": 213, + "n_ref": 236 + }, + "3": { + "Dice": 0.9781949973263621, + "FN": 950, + "FP": 885, + "IoU": 0.9573206186765904, + "TN": 1534093, + "TP": 41160, + "n_pred": 42045, + "n_ref": 42110 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8927082016934159, + "FN": 574, + "FP": 275, + "IoU": 0.8062086281670852, + "TN": 1572707, + "TP": 3532, + "n_pred": 3807, + "n_ref": 4106 + }, + "6": { + "Dice": 0.9585822217461873, + "FN": 1514, + "FP": 3513, + "IoU": 0.9204588607594937, + "TN": 1513888, + "TP": 58173, + "n_pred": 61686, + "n_ref": 59687 + }, + "7": { + "Dice": 0.7369123041013671, + "FN": 531, + "FP": 258, + "IoU": 0.5834213305174234, + "TN": 1575194, + "TP": 1105, + "n_pred": 1363, + "n_ref": 1636 + }, + "8": { + "Dice": 0.9138755980861244, + "FN": 7, + "FP": 65, + "IoU": 0.8414096916299559, + "TN": 1576634, + "TP": 382, + "n_pred": 447, + "n_ref": 389 + }, + "9": { + "Dice": 0.9255622692178583, + "FN": 2380, + "FP": 4716, + "IoU": 0.8614387252987581, + "TN": 1525876, + "TP": 44116, + "n_pred": 48832, + "n_ref": 46496 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7655993431855501, + "FN": 884, + "FP": 258, + "IoU": 0.6202194878616561, + "TN": 1749313, + "TP": 1865, + "n_pred": 2123, + "n_ref": 2749 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.794675620578007, + "FN": 7325, + "FP": 1236, + "IoU": 0.6593043616682586, + "TN": 1727192, + "TP": 16567, + "n_pred": 17803, + "n_ref": 23892 + }, + "14": { + "Dice": 0.9434340384061054, + "FN": 870, + "FP": 3251, + "IoU": 0.8929248837269728, + "TN": 1713833, + "TP": 34366, + "n_pred": 37617, + "n_ref": 35236 + }, + "15": { + "Dice": 0.8852459016393442, + "FN": 34, + "FP": 106, + "IoU": 0.7941176470588235, + "TN": 1751640, + "TP": 540, + "n_pred": 646, + "n_ref": 574 + }, + "2": { + "Dice": 0.9654354827657096, + "FN": 2890, + "FP": 2154, + "IoU": 0.9331805476439652, + "TN": 1676833, + "TP": 70443, + "n_pred": 72597, + "n_ref": 73333 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9477261692830555, + "FN": 59, + "FP": 264, + "IoU": 0.9006459550907413, + "TN": 1749069, + "TP": 2928, + "n_pred": 3192, + "n_ref": 2987 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9809059136391927, + "FN": 1639, + "FP": 2748, + "IoU": 0.9625273336066694, + "TN": 1635248, + "TP": 112685, + "n_pred": 115433, + "n_ref": 114324 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9713659747354992, + "FN": 721, + "FP": 1344, + "IoU": 0.9443261168477528, + "TN": 2941853, + "TP": 35026, + "n_pred": 36370, + "n_ref": 35747 + }, + "10": { + "Dice": 0.8706034696170472, + "FN": 4068, + "FP": 2727, + "IoU": 0.7708572199366022, + "TN": 2949290, + "TP": 22859, + "n_pred": 25586, + "n_ref": 26927 + }, + "11": { + "Dice": 0.8938790293371967, + "FN": 232, + "FP": 354, + "IoU": 0.808120497707924, + "TN": 2975890, + "TP": 2468, + "n_pred": 2822, + "n_ref": 2700 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8821805037918421, + "FN": 9248, + "FP": 4377, + "IoU": 0.7891976359191757, + "TN": 2914310, + "TP": 51009, + "n_pred": 55386, + "n_ref": 60257 + }, + "14": { + "Dice": 0.8276006312627155, + "FN": 17778, + "FP": 356, + "IoU": 0.7059033409017191, + "TN": 2917284, + "TP": 43526, + "n_pred": 43882, + "n_ref": 61304 + }, + "15": { + "Dice": 0.8369662585846521, + "FN": 1164, + "FP": 7572, + "IoU": 0.7196405648267009, + "TN": 2947784, + "TP": 22424, + "n_pred": 29996, + "n_ref": 23588 + }, + "2": { + "Dice": 0.7093235831809872, + "FN": 139, + "FP": 20, + "IoU": 0.5495750708215298, + "TN": 2978591, + "TP": 194, + "n_pred": 214, + "n_ref": 333 + }, + "3": { + "Dice": 0.9718510479549617, + "FN": 177, + "FP": 238, + "IoU": 0.9452434358094736, + "TN": 2971365, + "TP": 7164, + "n_pred": 7402, + "n_ref": 7341 + }, + "4": { + "Dice": 0.7541607506184405, + "FN": 1529, + "FP": 15266, + "IoU": 0.6053435473258765, + "TN": 2936388, + "TP": 25761, + "n_pred": 41027, + "n_ref": 27290 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8863168263633922, + "FN": 18427, + "FP": 6963, + "IoU": 0.7958428818397459, + "TN": 2854579, + "TP": 98975, + "n_pred": 105938, + "n_ref": 117402 + }, + "7": { + "Dice": 0.852872901678657, + "FN": 1257, + "FP": 6412, + "IoU": 0.7434859684918219, + "TN": 2949047, + "TP": 22228, + "n_pred": 28640, + "n_ref": 23485 + }, + "8": { + "Dice": 0.9362991618310768, + "FN": 349, + "FP": 639, + "IoU": 0.8802279064128985, + "TN": 2970695, + "TP": 7261, + "n_pred": 7900, + "n_ref": 7610 + }, + "9": { + "Dice": 0.9515317854758549, + "FN": 920, + "FP": 2347, + "IoU": 0.9075447136065202, + "TN": 2943608, + "TP": 32069, + "n_pred": 34416, + "n_ref": 32989 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9021017699115044, + "FN": 1667, + "FP": 2581, + "IoU": 0.8216624685138539, + "TN": 1728500, + "TP": 19572, + "n_pred": 22153, + "n_ref": 21239 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7730794060684313, + "FN": 358, + "FP": 1048, + "IoU": 0.6300973428045251, + "TN": 1748519, + "TP": 2395, + "n_pred": 3443, + "n_ref": 2753 + }, + "13": { + "Dice": 0.7568506751389992, + "FN": 944, + "FP": 3954, + "IoU": 0.6088171871256289, + "TN": 1739799, + "TP": 7623, + "n_pred": 11577, + "n_ref": 8567 + }, + "14": { + "Dice": 0.45374694509642605, + "FN": 3499, + "FP": 86801, + "IoU": 0.29344934430847236, + "TN": 1624516, + "TP": 37504, + "n_pred": 124305, + "n_ref": 41003 + }, + "15": { + "Dice": 0.9406578405546123, + "FN": 18528, + "FP": 2512, + "IoU": 0.8879641314823985, + "TN": 1564523, + "TP": 166757, + "n_pred": 169269, + "n_ref": 185285 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9467509025270758, + "FN": 265, + "FP": 679, + "IoU": 0.8988860325621251, + "TN": 1742984, + "TP": 8392, + "n_pred": 9071, + "n_ref": 8657 + }, + "4": { + "Dice": 0.782608695652174, + "FN": 21, + "FP": 119, + "IoU": 0.6428571428571429, + "TN": 1751928, + "TP": 252, + "n_pred": 371, + "n_ref": 273 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9528237814116295, + "FN": 958, + "FP": 1751, + "IoU": 0.9098982239074037, + "TN": 1722254, + "TP": 27357, + "n_pred": 29108, + "n_ref": 28315 + }, + "7": { + "Dice": 0.9670480578568083, + "FN": 6889, + "FP": 3381, + "IoU": 0.9361984990805626, + "TN": 1591352, + "TP": 150698, + "n_pred": 154079, + "n_ref": 157587 + }, + "8": { + "Dice": 0.9644645979668652, + "FN": 695, + "FP": 504, + "IoU": 0.931368059530624, + "TN": 1734850, + "TP": 16271, + "n_pred": 16775, + "n_ref": 16966 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7928089156430489, + "FN": 1109, + "FP": 9079, + "IoU": 0.6567385444743935, + "TN": 4876816, + "TP": 19492, + "n_pred": 28571, + "n_ref": 20601 + }, + "10": { + "Dice": 0.8908473596763707, + "FN": 3384, + "FP": 11726, + "IoU": 0.8031783248664843, + "TN": 4829726, + "TP": 61660, + "n_pred": 73386, + "n_ref": 65044 + }, + "11": { + "Dice": 0.36363636363636365, + "FN": 35, + "FP": 189, + "IoU": 0.2222222222222222, + "TN": 4906208, + "TP": 64, + "n_pred": 253, + "n_ref": 99 + }, + "12": { + "Dice": 0.6548540054903919, + "FN": 328, + "FP": 1055, + "IoU": 0.4868274582560297, + "TN": 4903801, + "TP": 1312, + "n_pred": 2367, + "n_ref": 1640 + }, + "13": { + "Dice": 0.8845803542966437, + "FN": 7076, + "FP": 3062, + "IoU": 0.7930471349541716, + "TN": 4857509, + "TP": 38849, + "n_pred": 41911, + "n_ref": 45925 + }, + "14": { + "Dice": 0.9211947317034291, + "FN": 3632, + "FP": 323, + "IoU": 0.8539027003066012, + "TN": 4879425, + "TP": 23116, + "n_pred": 23439, + "n_ref": 26748 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4906496, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9627949183303085, + "FN": 185, + "FP": 143, + "IoU": 0.9282589676290464, + "TN": 4901924, + "TP": 4244, + "n_pred": 4387, + "n_ref": 4429 + }, + "3": { + "Dice": 0.9608841425555693, + "FN": 878, + "FP": 1327, + "IoU": 0.9247131931166348, + "TN": 4877208, + "TP": 27083, + "n_pred": 28410, + "n_ref": 27961 + }, + "4": { + "Dice": 0.533983766499959, + "FN": 10810, + "FP": 558, + "IoU": 0.36424137352497066, + "TN": 4888615, + "TP": 6513, + "n_pred": 7071, + "n_ref": 17323 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 4906490, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "6": { + "Dice": 0.9619366881527985, + "FN": 28703, + "FP": 14853, + "IoU": 0.9266647584732207, + "TN": 4312566, + "TP": 550374, + "n_pred": 565227, + "n_ref": 579077 + }, + "7": { + "Dice": 0.9417210650654027, + "FN": 6499, + "FP": 23918, + "IoU": 0.8898609184955589, + "TN": 4630327, + "TP": 245752, + "n_pred": 269670, + "n_ref": 252251 + }, + "8": { + "Dice": 0.950635721493441, + "FN": 838, + "FP": 385, + "IoU": 0.9059158396799754, + "TN": 4893497, + "TP": 11776, + "n_pred": 12161, + "n_ref": 12614 + }, + "9": { + "Dice": 0.9148145449245791, + "FN": 1045, + "FP": 1293, + "IoU": 0.8430029546065001, + "TN": 4891604, + "TP": 12554, + "n_pred": 13847, + "n_ref": 13599 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.858282218955408, + "FN": 1313, + "FP": 15461, + "IoU": 0.7517463888231115, + "TN": 4313232, + "TP": 50794, + "n_pred": 66255, + "n_ref": 52107 + }, + "10": { + "Dice": 0.7212382320089357, + "FN": 494, + "FP": 1253, + "IoU": 0.564012977289743, + "TN": 4376793, + "TP": 2260, + "n_pred": 3513, + "n_ref": 2754 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4380800, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7496274217585693, + "FN": 237, + "FP": 435, + "IoU": 0.599523241954708, + "TN": 4379122, + "TP": 1006, + "n_pred": 1441, + "n_ref": 1243 + }, + "13": { + "Dice": 0.7653248926967502, + "FN": 3093, + "FP": 11068, + "IoU": 0.6198593364114678, + "TN": 4343548, + "TP": 23091, + "n_pred": 34159, + "n_ref": 26184 + }, + "14": { + "Dice": 0.7475728155339806, + "FN": 177, + "FP": 31, + "IoU": 0.5968992248062015, + "TN": 4380284, + "TP": 308, + "n_pred": 339, + "n_ref": 485 + }, + "15": { + "Dice": 0.8837209302325582, + "FN": 680, + "FP": 650, + "IoU": 0.7916666666666666, + "TN": 4374416, + "TP": 5054, + "n_pred": 5704, + "n_ref": 5734 + }, + "2": { + "Dice": 0.9561098722536259, + "FN": 1962, + "FP": 577, + "IoU": 0.9159104457839305, + "TN": 4350606, + "TP": 27655, + "n_pred": 28232, + "n_ref": 29617 + }, + "3": { + "Dice": 0.6740947075208914, + "FN": 117, + "FP": 0, + "IoU": 0.5084033613445378, + "TN": 4380562, + "TP": 121, + "n_pred": 121, + "n_ref": 238 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 170, + "IoU": 0.0, + "TN": 4380630, + "TP": 0, + "n_pred": 170, + "n_ref": 0 + }, + "5": { + "Dice": 0.7327404280976786, + "FN": 1120, + "FP": 5972, + "IoU": 0.5782086356607589, + "TN": 4363986, + "TP": 9722, + "n_pred": 15694, + "n_ref": 10842 + }, + "6": { + "Dice": 0.9395344049461031, + "FN": 8771, + "FP": 10026, + "IoU": 0.8859640608126964, + "TN": 4215966, + "TP": 146037, + "n_pred": 156063, + "n_ref": 154808 + }, + "7": { + "Dice": 0.9186793853778961, + "FN": 10522, + "FP": 6673, + "IoU": 0.8495901890291373, + "TN": 4266479, + "TP": 97126, + "n_pred": 103799, + "n_ref": 107648 + }, + "8": { + "Dice": 0.7649625304755877, + "FN": 55308, + "FP": 7451, + "IoU": 0.6193840667604678, + "TN": 4215912, + "TP": 102129, + "n_pred": 109580, + "n_ref": 157437 + }, + "9": { + "Dice": 0.9128333856291183, + "FN": 546, + "FP": 843, + "IoU": 0.8396444239205726, + "TN": 4372138, + "TP": 7273, + "n_pred": 8116, + "n_ref": 7819 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.928262668079861, + "FN": 2693, + "FP": 18898, + "IoU": 0.8661288922508401, + "TN": 4044286, + "TP": 139691, + "n_pred": 158589, + "n_ref": 142384 + }, + "10": { + "Dice": 0.9143377806703546, + "FN": 1571, + "FP": 5010, + "IoU": 0.8421936071745438, + "TN": 4163865, + "TP": 35122, + "n_pred": 40132, + "n_ref": 36693 + }, + "11": { + "Dice": 0.7318059299191375, + "FN": 582, + "FP": 214, + "IoU": 0.5770456960680127, + "TN": 4203686, + "TP": 1086, + "n_pred": 1300, + "n_ref": 1668 + }, + "12": { + "Dice": 0.0, + "FN": 90, + "FP": 9, + "IoU": 0.0, + "TN": 4205469, + "TP": 0, + "n_pred": 9, + "n_ref": 90 + }, + "13": { + "Dice": 0.8902909357014299, + "FN": 3400, + "FP": 2147, + "IoU": 0.802274185499394, + "TN": 4177514, + "TP": 22507, + "n_pred": 24654, + "n_ref": 25907 + }, + "14": { + "Dice": 0.811568313654981, + "FN": 287996, + "FP": 3772, + "IoU": 0.6828901677562399, + "TN": 3285483, + "TP": 628317, + "n_pred": 632089, + "n_ref": 916313 + }, + "15": { + "Dice": 0.7878619563923667, + "FN": 32929, + "FP": 4500, + "IoU": 0.6499770884572583, + "TN": 4098635, + "TP": 69504, + "n_pred": 74004, + "n_ref": 102433 + }, + "2": { + "Dice": 0.9676591846083371, + "FN": 505, + "FP": 554, + "IoU": 0.9373446929357473, + "TN": 4188666, + "TP": 15843, + "n_pred": 16397, + "n_ref": 16348 + }, + "3": { + "Dice": 0.9734435770832759, + "FN": 2877, + "FP": 4825, + "IoU": 0.9482611528721039, + "TN": 4056705, + "TP": 141161, + "n_pred": 145986, + "n_ref": 144038 + }, + "4": { + "Dice": 0.9019415275364508, + "FN": 636, + "FP": 1960, + "IoU": 0.8213966288269694, + "TN": 4191033, + "TP": 11939, + "n_pred": 13899, + "n_ref": 12575 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4205568, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9347550827008991, + "FN": 14896, + "FP": 34262, + "IoU": 0.8775025043733086, + "TN": 3804270, + "TP": 352140, + "n_pred": 386402, + "n_ref": 367036 + }, + "7": { + "Dice": 0.32451308913967314, + "FN": 1503, + "FP": 156336, + "IoU": 0.19368285543516575, + "TN": 4009815, + "TP": 37914, + "n_pred": 194250, + "n_ref": 39417 + }, + "8": { + "Dice": 0.9498888536043189, + "FN": 201, + "FP": 588, + "IoU": 0.9045602999879037, + "TN": 4197301, + "TP": 7478, + "n_pred": 8066, + "n_ref": 7679 + }, + "9": { + "Dice": 0.9566196113529419, + "FN": 1538, + "FP": 1661, + "IoU": 0.9168464557718801, + "TN": 4167097, + "TP": 35272, + "n_pred": 36933, + "n_ref": 36810 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9730708851587972, + "FN": 118, + "FP": 105, + "IoU": 0.9475540921919097, + "TN": 1923300, + "TP": 4029, + "n_pred": 4134, + "n_ref": 4147 + }, + "10": { + "Dice": 0.9222655511844841, + "FN": 2048, + "FP": 2477, + "IoU": 0.8557447079826574, + "TN": 1896184, + "TP": 26843, + "n_pred": 29320, + "n_ref": 28891 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6966794380587484, + "FN": 1501, + "FP": 399, + "IoU": 0.5345418912297893, + "TN": 1923470, + "TP": 2182, + "n_pred": 2581, + "n_ref": 3683 + }, + "13": { + "Dice": 0.9195437495215494, + "FN": 309, + "FP": 742, + "IoU": 0.8510698597137594, + "TN": 1920495, + "TP": 6006, + "n_pred": 6748, + "n_ref": 6315 + }, + "14": { + "Dice": 0.9939560404381871, + "FN": 693, + "FP": 1195, + "IoU": 0.9879847008585084, + "TN": 1770419, + "TP": 155245, + "n_pred": 156440, + "n_ref": 155938 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8857694187871459, + "FN": 20410, + "FP": 1789, + "IoU": 0.7949606066483785, + "TN": 1819285, + "TP": 86068, + "n_pred": 87857, + "n_ref": 106478 + }, + "3": { + "Dice": 0.9617736266910597, + "FN": 622, + "FP": 966, + "IoU": 0.9263621609088801, + "TN": 1905987, + "TP": 19977, + "n_pred": 20943, + "n_ref": 20599 + }, + "4": { + "Dice": 0.6211490424646128, + "FN": 120, + "FP": 1245, + "IoU": 0.4504830917874396, + "TN": 1925068, + "TP": 1119, + "n_pred": 2364, + "n_ref": 1239 + }, + "5": { + "Dice": 0.7409059447819734, + "FN": 145, + "FP": 3224, + "IoU": 0.5884436843391155, + "TN": 1919366, + "TP": 4817, + "n_pred": 8041, + "n_ref": 4962 + }, + "6": { + "Dice": 0.97894343570201, + "FN": 1625, + "FP": 1193, + "IoU": 0.95875534219308, + "TN": 1859228, + "TP": 65506, + "n_pred": 66699, + "n_ref": 67131 + }, + "7": { + "Dice": 0.6993006993006993, + "FN": 0, + "FP": 43, + "IoU": 0.5376344086021505, + "TN": 1927459, + "TP": 50, + "n_pred": 93, + "n_ref": 50 + }, + "8": { + "Dice": 0.9393920231266092, + "FN": 1707, + "FP": 5002, + "IoU": 0.8857108786753433, + "TN": 1868850, + "TP": 51993, + "n_pred": 56995, + "n_ref": 53700 + }, + "9": { + "Dice": 0.9323069956984379, + "FN": 342, + "FP": 555, + "IoU": 0.8731976251060221, + "TN": 1920478, + "TP": 6177, + "n_pred": 6732, + "n_ref": 6519 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9563632953281797, + "FN": 1574, + "FP": 1683, + "IoU": 0.916375680394372, + "TN": 1888604, + "TP": 35691, + "n_pred": 37374, + "n_ref": 37265 + }, + "10": { + "Dice": 0.8485306385858872, + "FN": 5327, + "FP": 4296, + "IoU": 0.7369111736883834, + "TN": 1890975, + "TP": 26954, + "n_pred": 31250, + "n_ref": 32281 + }, + "11": { + "Dice": 0.5714285714285714, + "FN": 0, + "FP": 12, + "IoU": 0.4, + "TN": 1927532, + "TP": 8, + "n_pred": 20, + "n_ref": 8 + }, + "12": { + "Dice": 0.6289140572951366, + "FN": 874, + "FP": 797, + "IoU": 0.4586977648202138, + "TN": 1924465, + "TP": 1416, + "n_pred": 2213, + "n_ref": 2290 + }, + "13": { + "Dice": 0.8092056906718064, + "FN": 9039, + "FP": 2642, + "IoU": 0.6795511906068255, + "TN": 1891100, + "TP": 24771, + "n_pred": 27413, + "n_ref": 33810 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8827586206896552, + "FN": 29, + "FP": 73, + "IoU": 0.7901234567901234, + "TN": 1927066, + "TP": 384, + "n_pred": 457, + "n_ref": 413 + }, + "3": { + "Dice": 0.9599455570678592, + "FN": 3237, + "FP": 2943, + "IoU": 0.9229762572443447, + "TN": 1847317, + "TP": 74055, + "n_pred": 76998, + "n_ref": 77292 + }, + "4": { + "Dice": 0.8893189597261764, + "FN": 5534, + "FP": 1386, + "IoU": 0.8006969845338556, + "TN": 1892831, + "TP": 27801, + "n_pred": 29187, + "n_ref": 33335 + }, + "5": { + "Dice": 0.8052094069146444, + "FN": 920, + "FP": 1159, + "IoU": 0.6739335006273526, + "TN": 1921176, + "TP": 4297, + "n_pred": 5456, + "n_ref": 5217 + }, + "6": { + "Dice": 0.9668333642032475, + "FN": 4522, + "FP": 6222, + "IoU": 0.9357961539840566, + "TN": 1760210, + "TP": 156598, + "n_pred": 162820, + "n_ref": 161120 + }, + "7": { + "Dice": 0.946181320929545, + "FN": 9503, + "FP": 10884, + "IoU": 0.8978596979929658, + "TN": 1727954, + "TP": 179211, + "n_pred": 190095, + "n_ref": 188714 + }, + "8": { + "Dice": 0.9339671865035655, + "FN": 718, + "FP": 1560, + "IoU": 0.8761148575157711, + "TN": 1909164, + "TP": 16110, + "n_pred": 17670, + "n_ref": 16828 + }, + "9": { + "Dice": 0.8998196031268791, + "FN": 1867, + "FP": 632, + "IoU": 0.8178836904241364, + "TN": 1913830, + "TP": 11223, + "n_pred": 11855, + "n_ref": 13090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9092908191313909, + "FN": 55, + "FP": 440, + "IoU": 0.8336693548387096, + "TN": 3151200, + "TP": 2481, + "n_pred": 2921, + "n_ref": 2536 + }, + "10": { + "Dice": 0.9042945320508626, + "FN": 2136, + "FP": 6640, + "IoU": 0.8253080398909171, + "TN": 3103939, + "TP": 41461, + "n_pred": 48101, + "n_ref": 43597 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8240542469664526, + "FN": 193, + "FP": 793, + "IoU": 0.7007587253414264, + "TN": 3150881, + "TP": 2309, + "n_pred": 3102, + "n_ref": 2502 + }, + "13": { + "Dice": 0.8411115401515252, + "FN": 10408, + "FP": 1525, + "IoU": 0.7257916264534215, + "TN": 3110658, + "TP": 31585, + "n_pred": 33110, + "n_ref": 41993 + }, + "14": { + "Dice": 0.9611609747111379, + "FN": 5330, + "FP": 2260, + "IoU": 0.925226095009162, + "TN": 3052670, + "TP": 93916, + "n_pred": 96176, + "n_ref": 99246 + }, + "15": { + "Dice": 0.915053384958348, + "FN": 1440, + "FP": 1456, + "IoU": 0.8434086730831621, + "TN": 3135682, + "TP": 15598, + "n_pred": 17054, + "n_ref": 17038 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8289977702818593, + "FN": 2377, + "FP": 614, + "IoU": 0.7079386778634899, + "TN": 3143935, + "TP": 7250, + "n_pred": 7864, + "n_ref": 9627 + }, + "5": { + "Dice": 0.7371399176954733, + "FN": 3246, + "FP": 842, + "IoU": 0.5837067209775968, + "TN": 3144356, + "TP": 5732, + "n_pred": 6574, + "n_ref": 8978 + }, + "6": { + "Dice": 0.9657671740487289, + "FN": 4197, + "FP": 7979, + "IoU": 0.9338005426006775, + "TN": 2970247, + "TP": 171753, + "n_pred": 179732, + "n_ref": 175950 + }, + "7": { + "Dice": 0.9221442119584107, + "FN": 7974, + "FP": 7706, + "IoU": 0.8555357981923548, + "TN": 3045637, + "TP": 92859, + "n_pred": 100565, + "n_ref": 100833 + }, + "8": { + "Dice": 0.9193818201960893, + "FN": 945, + "FP": 6332, + "IoU": 0.8507924791371921, + "TN": 3105405, + "TP": 41494, + "n_pred": 47826, + "n_ref": 42439 + }, + "9": { + "Dice": 0.8944260504488514, + "FN": 966, + "FP": 2127, + "IoU": 0.8090151281259648, + "TN": 3137981, + "TP": 13102, + "n_pred": 15229, + "n_ref": 14068 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9829228404377031, + "FN": 727, + "FP": 1706, + "IoU": 0.9664191464693866, + "TN": 3782652, + "TP": 70019, + "n_pred": 71725, + "n_ref": 70746 + }, + "10": { + "Dice": 0.770375968259966, + "FN": 654, + "FP": 5423, + "IoU": 0.626513428799705, + "TN": 3838833, + "TP": 10194, + "n_pred": 15617, + "n_ref": 10848 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9106045655436612, + "FN": 8051, + "FP": 2730, + "IoU": 0.8358806515451362, + "TN": 3789414, + "TP": 54909, + "n_pred": 57639, + "n_ref": 62960 + }, + "14": { + "Dice": 0.5387032748924909, + "FN": 4338, + "FP": 1240, + "IoU": 0.36864742501414827, + "TN": 3846269, + "TP": 3257, + "n_pred": 4497, + "n_ref": 7595 + }, + "15": { + "Dice": 0.8232879835828837, + "FN": 285, + "FP": 2040, + "IoU": 0.6996512078542824, + "TN": 3847363, + "TP": 5416, + "n_pred": 7456, + "n_ref": 5701 + }, + "2": { + "Dice": 0.9714424655036168, + "FN": 1188, + "FP": 1161, + "IoU": 0.9444707106046996, + "TN": 3812802, + "TP": 39953, + "n_pred": 41114, + "n_ref": 41141 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.49168175157314026, + "FN": 4767, + "FP": 1130, + "IoU": 0.32598011201280147, + "TN": 3846355, + "TP": 2852, + "n_pred": 3982, + "n_ref": 7619 + }, + "6": { + "Dice": 0.9552074997141877, + "FN": 882, + "FP": 1077, + "IoU": 0.9142557009673042, + "TN": 3832257, + "TP": 20888, + "n_pred": 21965, + "n_ref": 21770 + }, + "7": { + "Dice": 0.7345577470349229, + "FN": 3766, + "FP": 60780, + "IoU": 0.5804751226804459, + "TN": 3701249, + "TP": 89309, + "n_pred": 150089, + "n_ref": 93075 + }, + "8": { + "Dice": 0.9008110509271201, + "FN": 1020, + "FP": 5902, + "IoU": 0.8195233873911456, + "TN": 3816750, + "TP": 31432, + "n_pred": 37334, + "n_ref": 32452 + }, + "9": { + "Dice": 0.9240633715748009, + "FN": 725, + "FP": 1916, + "IoU": 0.8588455371459113, + "TN": 3836394, + "TP": 16069, + "n_pred": 17985, + "n_ref": 16794 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9839453819656026, + "FN": 867, + "FP": 1715, + "IoU": 0.9683981200430823, + "TN": 3072472, + "TP": 79122, + "n_pred": 80837, + "n_ref": 79989 + }, + "10": { + "Dice": 0.8451914721392265, + "FN": 8445, + "FP": 4560, + "IoU": 0.7318888384942069, + "TN": 3105670, + "TP": 35501, + "n_pred": 40061, + "n_ref": 43946 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8060695780903034, + "FN": 901, + "FP": 147, + "IoU": 0.6751394916305021, + "TN": 3150950, + "TP": 2178, + "n_pred": 2325, + "n_ref": 3079 + }, + "13": { + "Dice": 0.5847149211484027, + "FN": 246, + "FP": 781, + "IoU": 0.41314285714285715, + "TN": 3152426, + "TP": 723, + "n_pred": 1504, + "n_ref": 969 + }, + "14": { + "Dice": 0.9711404076644301, + "FN": 5943, + "FP": 3597, + "IoU": 0.9438998429901266, + "TN": 2984123, + "TP": 160513, + "n_pred": 164110, + "n_ref": 166456 + }, + "15": { + "Dice": 0.8433382935696804, + "FN": 21676, + "FP": 7065, + "IoU": 0.7291140433553251, + "TN": 3048076, + "TP": 77359, + "n_pred": 84424, + "n_ref": 99035 + }, + "2": { + "Dice": 0.9748120796518528, + "FN": 72, + "FP": 119, + "IoU": 0.9508618471829174, + "TN": 3150289, + "TP": 3696, + "n_pred": 3815, + "n_ref": 3768 + }, + "3": { + "Dice": 0.9646856727561032, + "FN": 1405, + "FP": 733, + "IoU": 0.931780472239949, + "TN": 3122836, + "TP": 29202, + "n_pred": 29935, + "n_ref": 30607 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7902068383284087, + "FN": 130, + "FP": 367, + "IoU": 0.6531751570132589, + "TN": 3152743, + "TP": 936, + "n_pred": 1303, + "n_ref": 1066 + }, + "6": { + "Dice": 0.9696118837676447, + "FN": 4292, + "FP": 6812, + "IoU": 0.9410161748691934, + "TN": 2965921, + "TP": 177151, + "n_pred": 183963, + "n_ref": 181443 + }, + "7": { + "Dice": 0.967008497212855, + "FN": 3899, + "FP": 9465, + "IoU": 0.9361243481710552, + "TN": 2944957, + "TP": 195855, + "n_pred": 205320, + "n_ref": 199754 + }, + "8": { + "Dice": 0.9341111873713109, + "FN": 170, + "FP": 214, + "IoU": 0.8763683193818416, + "TN": 3151070, + "TP": 2722, + "n_pred": 2936, + "n_ref": 2892 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9713358110128583, + "FN": 412, + "FP": 930, + "IoU": 0.9442691029900332, + "TN": 3130096, + "TP": 22738, + "n_pred": 23668, + "n_ref": 23150 + }, + "10": { + "Dice": 0.8643457382953181, + "FN": 4302, + "FP": 3382, + "IoU": 0.7610993657505285, + "TN": 3122012, + "TP": 24480, + "n_pred": 27862, + "n_ref": 28782 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8344370860927153, + "FN": 51, + "FP": 149, + "IoU": 0.7159090909090909, + "TN": 3153472, + "TP": 504, + "n_pred": 653, + "n_ref": 555 + }, + "13": { + "Dice": 0.8678531135131201, + "FN": 3069, + "FP": 562, + "IoU": 0.7665552269512665, + "TN": 3138622, + "TP": 11923, + "n_pred": 12485, + "n_ref": 14992 + }, + "14": { + "Dice": 0.9275357025457467, + "FN": 2380, + "FP": 1588, + "IoU": 0.8648639444198482, + "TN": 3124813, + "TP": 25395, + "n_pred": 26983, + "n_ref": 27775 + }, + "15": { + "Dice": 0.9020080009321474, + "FN": 3371, + "FP": 1675, + "IoU": 0.8215068977714892, + "TN": 3125906, + "TP": 23224, + "n_pred": 24899, + "n_ref": 26595 + }, + "2": { + "Dice": 0.9697586716184631, + "FN": 3158, + "FP": 5278, + "IoU": 0.9412927290947556, + "TN": 3010480, + "TP": 135260, + "n_pred": 140538, + "n_ref": 138418 + }, + "3": { + "Dice": 0.7179805441942889, + "FN": 2579, + "FP": 72855, + "IoU": 0.5600387271369914, + "TN": 2982720, + "TP": 96022, + "n_pred": 168877, + "n_ref": 98601 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9204257475924987, + "FN": 505, + "FP": 280, + "IoU": 0.8525821596244132, + "TN": 3148851, + "TP": 4540, + "n_pred": 4820, + "n_ref": 5045 + }, + "6": { + "Dice": 0.983748924542631, + "FN": 3908, + "FP": 2533, + "IoU": 0.968017597521252, + "TN": 2952784, + "TP": 194951, + "n_pred": 197484, + "n_ref": 198859 + }, + "7": { + "Dice": 0.9657483924635534, + "FN": 3433, + "FP": 2208, + "IoU": 0.9337654255756338, + "TN": 3069009, + "TP": 79526, + "n_pred": 81734, + "n_ref": 82959 + }, + "8": { + "Dice": 0.9578608427831443, + "FN": 511, + "FP": 392, + "IoU": 0.9191295002686728, + "TN": 3143010, + "TP": 10263, + "n_pred": 10655, + "n_ref": 10774 + }, + "9": { + "Dice": 0.8636363636363636, + "FN": 36, + "FP": 42, + "IoU": 0.76, + "TN": 3153851, + "TP": 247, + "n_pred": 289, + "n_ref": 283 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8852591248235532, + "FN": 2171, + "FP": 2381, + "IoU": 0.7941389290882779, + "TN": 1379744, + "TP": 17560, + "n_pred": 19941, + "n_ref": 19731 + }, + "15": { + "Dice": 0.9160917696133483, + "FN": 1975, + "FP": 1163, + "IoU": 0.8451746595618709, + "TN": 1381588, + "TP": 17130, + "n_pred": 18293, + "n_ref": 19105 + }, + "2": { + "Dice": 0.9610917537746806, + "FN": 232, + "FP": 36, + "IoU": 0.9250978200111795, + "TN": 1398278, + "TP": 3310, + "n_pred": 3346, + "n_ref": 3542 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9789279221591703, + "FN": 1840, + "FP": 1023, + "IoU": 0.9587255820658833, + "TN": 1332491, + "TP": 66502, + "n_pred": 67525, + "n_ref": 68342 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0400.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9662091463039331, + "FN": 121, + "FP": 428, + "IoU": 0.9346272922124316, + "TN": 2444850, + "TP": 7849, + "n_pred": 8277, + "n_ref": 7970 + }, + "10": { + "Dice": 0.8949771689497716, + "FN": 556, + "FP": 1077, + "IoU": 0.8099173553719008, + "TN": 2444657, + "TP": 6958, + "n_pred": 8035, + "n_ref": 7514 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8263397014419956, + "FN": 2847, + "FP": 9461, + "IoU": 0.7040705921954269, + "TN": 2411657, + "TP": 29283, + "n_pred": 38744, + "n_ref": 32130 + }, + "14": { + "Dice": 0.8239806935094627, + "FN": 1694, + "FP": 5235, + "IoU": 0.7006523523566769, + "TN": 2430101, + "TP": 16218, + "n_pred": 21453, + "n_ref": 17912 + }, + "15": { + "Dice": 0.8893111426559513, + "FN": 6120, + "FP": 3783, + "IoU": 0.8006843111603099, + "TN": 2403563, + "TP": 39782, + "n_pred": 43565, + "n_ref": 45902 + }, + "2": { + "Dice": 0.9695500387897595, + "FN": 346, + "FP": 596, + "IoU": 0.9408996800301148, + "TN": 2437309, + "TP": 14997, + "n_pred": 15593, + "n_ref": 15343 + }, + "3": { + "Dice": 0.97810068531973, + "FN": 246, + "FP": 179, + "IoU": 0.9571399757966922, + "TN": 2443332, + "TP": 9491, + "n_pred": 9670, + "n_ref": 9737 + }, + "4": { + "Dice": 0.9068098081565239, + "FN": 2067, + "FP": 867, + "IoU": 0.829507815677843, + "TN": 2436039, + "TP": 14275, + "n_pred": 15142, + "n_ref": 16342 + }, + "5": { + "Dice": 0.7530562347188264, + "FN": 3399, + "FP": 439, + "IoU": 0.6039215686274509, + "TN": 2443558, + "TP": 5852, + "n_pred": 6291, + "n_ref": 9251 + }, + "6": { + "Dice": 0.9611438958193272, + "FN": 3480, + "FP": 2762, + "IoU": 0.9251944441115492, + "TN": 2369805, + "TP": 77201, + "n_pred": 79963, + "n_ref": 80681 + }, + "7": { + "Dice": 0.9339728270860141, + "FN": 1903, + "FP": 2048, + "IoU": 0.8761247844489732, + "TN": 2421353, + "TP": 27944, + "n_pred": 29992, + "n_ref": 29847 + }, + "8": { + "Dice": 0.9520025770428433, + "FN": 950, + "FP": 2179, + "IoU": 0.9084016393442623, + "TN": 2419088, + "TP": 31031, + "n_pred": 33210, + "n_ref": 31981 + }, + "9": { + "Dice": 0.9132817153067302, + "FN": 677, + "FP": 779, + "IoU": 0.840403376082429, + "TN": 2444125, + "TP": 7667, + "n_pred": 8446, + "n_ref": 8344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2798990/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset303_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-softrank_bald__seed-12348/gt_segmentations/amos_0401.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.7938861504946945, + "FN": 5779.474222222223, + "FP": 5815.758222222222, + "IoU": 0.7088276842278297, + "TN": 2866687.521777778, + "TP": 42250.57911111111, + "n_pred": 48066.337333333344, + "n_ref": 48030.05333333333 + }, + "mean": { + "1": { + "Dice": 0.9105636335529186, + "FN": 5116.166666666666, + "FP": 3079.3466666666664, + "IoU": 0.8610787385003699, + "TN": 2863282.2733333334, + "TP": 49055.54666666667, + "n_pred": 52134.893333333326, + "n_ref": 54171.71333333333 + }, + "10": { + "Dice": 0.8076786776530491, + "FN": 5583.0, + "FP": 4178.153333333334, + "IoU": 0.69857407613293, + "TN": 2889284.04, + "TP": 21488.14, + "n_pred": 25666.29333333333, + "n_ref": 27071.140000000003 + }, + "11": { + "Dice": 0.576424734731661, + "FN": 301.5133333333333, + "FP": 202.02666666666667, + "IoU": 0.4556862226919538, + "TN": 2919455.3933333335, + "TP": 574.4, + "n_pred": 776.4266666666665, + "n_ref": 875.9133333333335 + }, + "12": { + "Dice": 0.5904036409228468, + "FN": 414.2466666666666, + "FP": 253.5333333333333, + "IoU": 0.469397061836459, + "TN": 2918958.1733333333, + "TP": 907.3799999999999, + "n_pred": 1160.9133333333332, + "n_ref": 1321.6266666666666 + }, + "13": { + "Dice": 0.7294283961419901, + "FN": 6559.026666666668, + "FP": 5304.093333333333, + "IoU": 0.6028952900610509, + "TN": 2890586.3733333335, + "TP": 18083.84, + "n_pred": 23387.933333333334, + "n_ref": 24642.86666666667 + }, + "14": { + "Dice": 0.7874679175741482, + "FN": 5992.353333333334, + "FP": 12382.946666666667, + "IoU": 0.7138527414571558, + "TN": 2857919.7533333334, + "TP": 44238.280000000006, + "n_pred": 56621.22666666666, + "n_ref": 50230.633333333324 + }, + "15": { + "Dice": 0.7623655663993051, + "FN": 3792.166666666667, + "FP": 5592.06, + "IoU": 0.6663743371771125, + "TN": 2888966.2800000003, + "TP": 22182.826666666668, + "n_pred": 27774.88666666667, + "n_ref": 25974.993333333332 + }, + "2": { + "Dice": 0.8880353534573437, + "FN": 5085.24, + "FP": 3253.0266666666666, + "IoU": 0.8328045372825745, + "TN": 2870947.92, + "TP": 41247.14666666667, + "n_pred": 44500.173333333325, + "n_ref": 46332.386666666665 + }, + "3": { + "Dice": 0.9032287219592632, + "FN": 8590.533333333335, + "FP": 3480.9666666666662, + "IoU": 0.8494116541991403, + "TN": 2871654.4666666663, + "TP": 36807.366666666676, + "n_pred": 40288.333333333336, + "n_ref": 45397.9 + }, + "4": { + "Dice": 0.7221199543150052, + "FN": 3116.9799999999996, + "FP": 1497.6533333333332, + "IoU": 0.632300179639105, + "TN": 2905176.8000000003, + "TP": 10741.9, + "n_pred": 12239.553333333335, + "n_ref": 13858.88 + }, + "5": { + "Dice": 0.6924180876525785, + "FN": 1064.6466666666668, + "FP": 857.2599999999999, + "IoU": 0.5786114478626667, + "TN": 2915468.8333333335, + "TP": 3142.5933333333332, + "n_pred": 3999.8533333333335, + "n_ref": 4207.24 + }, + "6": { + "Dice": 0.9381189402839724, + "FN": 21607.306666666664, + "FP": 24055.913333333334, + "IoU": 0.8925727775090868, + "TN": 2641670.18, + "TP": 233199.93333333335, + "n_pred": 257255.84666666662, + "n_ref": 254807.24 + }, + "7": { + "Dice": 0.8399745990400888, + "FN": 15088.193333333333, + "FP": 18639.146666666667, + "IoU": 0.76406884946765, + "TN": 2778196.54, + "TP": 108609.45333333334, + "n_pred": 127248.6, + "n_ref": 123697.64666666668 + }, + "8": { + "Dice": 0.8942806664825536, + "FN": 1927.8200000000002, + "FP": 1917.4933333333333, + "IoU": 0.836611683939911, + "TN": 2891696.5, + "TP": 24991.52, + "n_pred": 26909.01333333333, + "n_ref": 26919.339999999997 + }, + "9": { + "Dice": 0.8657833672536943, + "FN": 2452.92, + "FP": 2542.753333333333, + "IoU": 0.7781756656602806, + "TN": 2897049.3, + "TP": 18488.36, + "n_pred": 21031.113333333335, + "n_ref": 20941.280000000002 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/loop_000/summary.json b/nnActive_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/loop_000/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d8d953af409c45f4c557eb0e67ec1e8f4466e3df --- /dev/null +++ b/nnActive_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/loop_000/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.7254769530087603, + "FN": 32008.207999999995, + "FP": 36096.23066666666, + "IoU": 0.6075039509669938, + "TN": 96234274.07866666, + "TP": 154582.32266666667, + "n_pred": 190678.55333333332, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.8487715212024127, + "FN": 28675.1, + "FP": 25378.8, + "IoU": 0.765192522987561, + "TN": 96237293.9, + "TP": 165613.04, + "n_pred": 190991.84, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.6913523937644429, + "FN": 18734.88, + "FP": 28761.78, + "IoU": 0.5506472522186094, + "TN": 96353976.5, + "TP": 55487.68, + "n_pred": 84249.46, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.6500832995402402, + "FN": 1400.22, + "FP": 831.1, + "IoU": 0.5005283256380657, + "TN": 96452429.36, + "TP": 2300.16, + "n_pred": 3131.26, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.6336615861844392, + "FN": 1746.58, + "FP": 914.06, + "IoU": 0.48174529043208447, + "TN": 96451810.12, + "TP": 2490.08, + "n_pred": 3404.14, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.5896487290752788, + "FN": 25555.6, + "FP": 16008.38, + "IoU": 0.43966512862541857, + "TN": 96383094.32, + "TP": 32302.54, + "n_pred": 48310.92, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.6703186388350039, + "FN": 63539.72, + "FP": 18575.58, + "IoU": 0.5565295552622364, + "TN": 96300027.12, + "TP": 74818.42, + "n_pred": 93394.0, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.5361421843152927, + "FN": 13129.92, + "FP": 48352.36, + "IoU": 0.41132281748335736, + "TN": 96354561.44, + "TP": 40917.12, + "n_pred": 89269.48, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.7616088969023116, + "FN": 42157.74, + "FP": 25093.54, + "IoU": 0.6447118652021332, + "TN": 96275025.6, + "TP": 114683.96, + "n_pred": 139777.5, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.8031889031800626, + "FN": 23278.06, + "FP": 49160.7, + "IoU": 0.6893390636239073, + "TN": 96244397.56, + "TP": 140124.52, + "n_pred": 189285.22, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.6513583939251866, + "FN": 8350.68, + "FP": 5989.52, + "IoU": 0.5514363058411775, + "TN": 96424393.82, + "TP": 18226.82, + "n_pred": 24216.34, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.7052360384393999, + "FN": 7152.22, + "FP": 3082.54, + "IoU": 0.5642902874007442, + "TN": 96436726.14, + "TP": 9999.94, + "n_pred": 13082.48, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.8990001478198066, + "FN": 88189.72, + "FP": 227035.18, + "IoU": 0.8262766024478901, + "TN": 94870702.04, + "TP": 1271033.9, + "n_pred": 1498069.08, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.6884294281608446, + "FN": 130273.44, + "FP": 70977.12, + "IoU": 0.5561484940856789, + "TN": 96047059.06, + "TP": 208651.22, + "n_pred": 279628.34, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.9068333504492228, + "FN": 14729.16, + "FP": 12887.22, + "IoU": 0.8325608160060051, + "TN": 96311704.44, + "TP": 117640.02, + "n_pred": 130527.24, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.8465207833374571, + "FN": 13210.08, + "FP": 8395.58, + "IoU": 0.7421649372500383, + "TN": 96370909.76, + "TP": 64445.42, + "n_pred": 72841.0, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.8744148696554831, + "FN": 3400, + "FP": 22248, + "IoU": 0.7768536080321564, + "TN": 119478382, + "TP": 89290, + "n_pred": 111538, + "n_ref": 92690 + }, + "10": { + "Dice": 0.6991585379235465, + "FN": 14805, + "FP": 37286, + "IoU": 0.5374663695047993, + "TN": 119480699, + "TP": 60530, + "n_pred": 97816, + "n_ref": 75335 + }, + "11": { + "Dice": 0.7663419455033178, + "FN": 832, + "FP": 823, + "IoU": 0.6211947814145113, + "TN": 119588951, + "TP": 2714, + "n_pred": 3537, + "n_ref": 3546 + }, + "12": { + "Dice": 0.7019796682718031, + "FN": 1185, + "FP": 1600, + "IoU": 0.5408079142621599, + "TN": 119587255, + "TP": 3280, + "n_pred": 4880, + "n_ref": 4465 + }, + "13": { + "Dice": 0.3957560468912302, + "FN": 34088, + "FP": 22920, + "IoU": 0.24669318286929978, + "TN": 119517643, + "TP": 18669, + "n_pred": 41589, + "n_ref": 52757 + }, + "14": { + "Dice": 0.3992258129913902, + "FN": 184470, + "FP": 5186, + "IoU": 0.24939545891693152, + "TN": 119340649, + "TP": 63015, + "n_pred": 68201, + "n_ref": 247485 + }, + "15": { + "Dice": 0.0013036222636693825, + "FN": 32697, + "FP": 221646, + "IoU": 0.0006522362666939087, + "TN": 119338811, + "TP": 166, + "n_pred": 221812, + "n_ref": 32863 + }, + "2": { + "Dice": 0.8851277671943769, + "FN": 6055, + "FP": 28919, + "IoU": 0.793927538195938, + "TN": 119423603, + "TP": 134743, + "n_pred": 163662, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9466180447999261, + "FN": 6579, + "FP": 11895, + "IoU": 0.8986465356909691, + "TN": 119411047, + "TP": 163799, + "n_pred": 175694, + "n_ref": 170378 + }, + "4": { + "Dice": 0.7398803406547008, + "FN": 31268, + "FP": 1383, + "IoU": 0.5871508591803962, + "TN": 119514233, + "TP": 46436, + "n_pred": 47819, + "n_ref": 77704 + }, + "5": { + "Dice": 0.13832636998004696, + "FN": 57990, + "FP": 20175, + "IoU": 0.07430215895498525, + "TN": 119508881, + "TP": 6274, + "n_pred": 26449, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9583610517112954, + "FN": 26555, + "FP": 73843, + "IoU": 0.9200510918737961, + "TN": 118337543, + "TP": 1155379, + "n_pred": 1229222, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 252056, + "IoU": 0.0, + "TN": 119341264, + "TP": 0, + "n_pred": 252056, + "n_ref": 0 + }, + "8": { + "Dice": 0.8009902895452677, + "FN": 55498, + "FP": 59291, + "IoU": 0.6680432047889645, + "TN": 119247525, + "TP": 231006, + "n_pred": 290297, + "n_ref": 286504 + }, + "9": { + "Dice": 0.8284422749198463, + "FN": 19171, + "FP": 4587, + "IoU": 0.7071288568927898, + "TN": 119512199, + "TP": 57363, + "n_pred": 61950, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8861359639060946, + "FN": 14743, + "FP": 29927, + "IoU": 0.7955512838116161, + "TN": 72607170, + "TP": 173820, + "n_pred": 203747, + "n_ref": 188563 + }, + "10": { + "Dice": 0.6805675287356322, + "FN": 11610, + "FP": 41748, + "IoU": 0.5158032287044347, + "TN": 72715461, + "TP": 56841, + "n_pred": 98589, + "n_ref": 68451 + }, + "11": { + "Dice": 0.6466494332869358, + "FN": 621, + "FP": 1156, + "IoU": 0.4778136937995886, + "TN": 72822257, + "TP": 1626, + "n_pred": 2782, + "n_ref": 2247 + }, + "12": { + "Dice": 0.7213114754098361, + "FN": 762, + "FP": 870, + "IoU": 0.5641025641025641, + "TN": 72821916, + "TP": 2112, + "n_pred": 2982, + "n_ref": 2874 + }, + "13": { + "Dice": 0.7128356989686511, + "FN": 15279, + "FP": 12843, + "IoU": 0.5538031923333228, + "TN": 72762634, + "TP": 34904, + "n_pred": 47747, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8541647266248238, + "FN": 8094, + "FP": 15397, + "IoU": 0.7454515901825866, + "TN": 72733375, + "TP": 68794, + "n_pred": 84191, + "n_ref": 76888 + }, + "15": { + "Dice": 0.3743753771876886, + "FN": 11464, + "FP": 92202, + "IoU": 0.23029632544567613, + "TN": 72690977, + "TP": 31017, + "n_pred": 123219, + "n_ref": 42481 + }, + "2": { + "Dice": 0.8410836570695105, + "FN": 12652, + "FP": 33900, + "IoU": 0.7257501045698497, + "TN": 72655917, + "TP": 123191, + "n_pred": 157091, + "n_ref": 135843 + }, + "3": { + "Dice": 0.9390114698972776, + "FN": 4837, + "FP": 11051, + "IoU": 0.8850345156948726, + "TN": 72687462, + "TP": 122310, + "n_pred": 133361, + "n_ref": 127147 + }, + "4": { + "Dice": 0.8480213089802131, + "FN": 4724, + "FP": 3264, + "IoU": 0.736143225209751, + "TN": 72795386, + "TP": 22286, + "n_pred": 25550, + "n_ref": 27010 + }, + "5": { + "Dice": 0.7915190028107051, + "FN": 2162, + "FP": 1250, + "IoU": 0.654970168874507, + "TN": 72815771, + "TP": 6477, + "n_pred": 7727, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9397443328673195, + "FN": 38855, + "FP": 111047, + "IoU": 0.8863374768924671, + "TN": 71506826, + "TP": 1168932, + "n_pred": 1279979, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.695550537423267, + "FN": 90109, + "FP": 40129, + "IoU": 0.5332138633023906, + "TN": 72546650, + "TP": 148772, + "n_pred": 188901, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9301084465122644, + "FN": 3818, + "FP": 4354, + "IoU": 0.8693483404745156, + "TN": 72763112, + "TP": 54376, + "n_pred": 58730, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8552201880257299, + "FN": 13170, + "FP": 8775, + "IoU": 0.747060857538036, + "TN": 72738900, + "TP": 64815, + "n_pred": 73590, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9590925673846782, + "FN": 15552, + "FP": 5304, + "IoU": 0.921400440935386, + "TN": 71544143, + "TP": 244489, + "n_pred": 249793, + "n_ref": 260041 + }, + "10": { + "Dice": 0.7851397262527048, + "FN": 17340, + "FP": 24463, + "IoU": 0.6462798588605614, + "TN": 71691307, + "TP": 76378, + "n_pred": 100841, + "n_ref": 93718 + }, + "11": { + "Dice": 0.6529110684580934, + "FN": 1328, + "FP": 842, + "IoU": 0.4846829731655189, + "TN": 71805277, + "TP": 2041, + "n_pred": 2883, + "n_ref": 3369 + }, + "12": { + "Dice": 0.6046237915090374, + "FN": 2913, + "FP": 1790, + "IoU": 0.43330521749608386, + "TN": 71801189, + "TP": 3596, + "n_pred": 5386, + "n_ref": 6509 + }, + "13": { + "Dice": 0.7104810717877186, + "FN": 20097, + "FP": 15603, + "IoU": 0.5509659891326223, + "TN": 71729984, + "TP": 43804, + "n_pred": 59407, + "n_ref": 63901 + }, + "14": { + "Dice": 0.2982054788306125, + "FN": 430143, + "FP": 3013, + "IoU": 0.17523001462344626, + "TN": 71284304, + "TP": 92028, + "n_pred": 95041, + "n_ref": 522171 + }, + "15": { + "Dice": 0.7260676347199856, + "FN": 75609, + "FP": 3661, + "IoU": 0.5699420585490766, + "TN": 71625164, + "TP": 105054, + "n_pred": 108715, + "n_ref": 180663 + }, + "2": { + "Dice": 0.8600667362407998, + "FN": 21607, + "FP": 19155, + "IoU": 0.754488673665444, + "TN": 71643459, + "TP": 125267, + "n_pred": 144422, + "n_ref": 146874 + }, + "3": { + "Dice": 0.9164595397433295, + "FN": 11144, + "FP": 20551, + "IoU": 0.8458009399355862, + "TN": 71603942, + "TP": 173851, + "n_pred": 194402, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7203964672333121, + "FN": 965, + "FP": 9134, + "IoU": 0.5629841187416158, + "TN": 71786379, + "TP": 13010, + "n_pred": 22144, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8481337880132667, + "FN": 1265, + "FP": 1986, + "IoU": 0.7363127585367832, + "TN": 71797159, + "TP": 9078, + "n_pred": 11064, + "n_ref": 10343 + }, + "6": { + "Dice": 0.922522862174778, + "FN": 34523, + "FP": 169335, + "IoU": 0.8561878760943331, + "TN": 70391958, + "TP": 1213672, + "n_pred": 1383007, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.9076248378660425, + "FN": 20317, + "FP": 23411, + "IoU": 0.8308728258641429, + "TN": 71550937, + "TP": 214823, + "n_pred": 238234, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9343862400278784, + "FN": 6158, + "FP": 4386, + "IoU": 0.876852641291272, + "TN": 71723867, + "TP": 75077, + "n_pred": 79463, + "n_ref": 81235 + }, + "9": { + "Dice": 0.867848186122234, + "FN": 15659, + "FP": 6420, + "IoU": 0.7665475384875655, + "TN": 71714912, + "TP": 72497, + "n_pred": 78917, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9449355961805835, + "FN": 8602, + "FP": 15359, + "IoU": 0.8956188766864297, + "TN": 135215957, + "TP": 205592, + "n_pred": 220951, + "n_ref": 214194 + }, + "10": { + "Dice": 0.805617394106869, + "FN": 17644, + "FP": 14925, + "IoU": 0.6745052968219069, + "TN": 135345450, + "TP": 67491, + "n_pred": 82416, + "n_ref": 85135 + }, + "11": { + "Dice": 0.5863412980850703, + "FN": 1817, + "FP": 624, + "IoU": 0.4147686406137617, + "TN": 135441339, + "TP": 1730, + "n_pred": 2354, + "n_ref": 3547 + }, + "12": { + "Dice": 0.5884357605361809, + "FN": 2918, + "FP": 705, + "IoU": 0.4168678577176887, + "TN": 135439297, + "TP": 2590, + "n_pred": 3295, + "n_ref": 5508 + }, + "13": { + "Dice": 0.7368226757264977, + "FN": 8638, + "FP": 14175, + "IoU": 0.5833089793234456, + "TN": 135390762, + "TP": 31935, + "n_pred": 46110, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8848330267045771, + "FN": 16045, + "FP": 17007, + "IoU": 0.7934534001574783, + "TN": 135285488, + "TP": 126970, + "n_pred": 143977, + "n_ref": 143015 + }, + "15": { + "Dice": 0.38329589167564243, + "FN": 20161, + "FP": 80038, + "IoU": 0.23708475144094962, + "TN": 135314173, + "TP": 31138, + "n_pred": 111176, + "n_ref": 51299 + }, + "2": { + "Dice": 0.810743612250987, + "FN": 22044, + "FP": 65492, + "IoU": 0.6817231512084092, + "TN": 135170479, + "TP": 187495, + "n_pred": 252987, + "n_ref": 209539 + }, + "3": { + "Dice": 0.7932062841871269, + "FN": 68077, + "FP": 14717, + "IoU": 0.6572840691773394, + "TN": 135203928, + "TP": 158788, + "n_pred": 173505, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8758893280632412, + "FN": 3047, + "FP": 6530, + "IoU": 0.7791842475386779, + "TN": 135402139, + "TP": 33794, + "n_pred": 40324, + "n_ref": 36841 + }, + "5": { + "Dice": 0.5860177064715907, + "FN": 13945, + "FP": 5975, + "IoU": 0.41444486904376965, + "TN": 135411491, + "TP": 14099, + "n_pred": 20074, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9586707526023566, + "FN": 43139, + "FP": 96475, + "IoU": 0.9206221327194484, + "TN": 133686657, + "TP": 1619239, + "n_pred": 1715714, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.8086507398593995, + "FN": 35515, + "FP": 41841, + "IoU": 0.6787688270054109, + "TN": 135204699, + "TP": 163455, + "n_pred": 205296, + "n_ref": 198970 + }, + "8": { + "Dice": 0.8699947022206526, + "FN": 53154, + "FP": 17520, + "IoU": 0.769903206587031, + "TN": 135138361, + "TP": 236475, + "n_pred": 253995, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8262127355382055, + "FN": 24064, + "FP": 7054, + "IoU": 0.7038862667478685, + "TN": 135340422, + "TP": 73970, + "n_pred": 81024, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7744162907292381, + "FN": 55797, + "FP": 60964, + "IoU": 0.631875476861573, + "TN": 105436827, + "TP": 200417, + "n_pred": 261381, + "n_ref": 256214 + }, + "10": { + "Dice": 0.3789926995820556, + "FN": 29155, + "FP": 73518, + "IoU": 0.2338007358044223, + "TN": 105620002, + "TP": 31330, + "n_pred": 104848, + "n_ref": 60485 + }, + "11": { + "Dice": 0.6696653472472113, + "FN": 608, + "FP": 1228, + "IoU": 0.5033811198268867, + "TN": 105750308, + "TP": 1861, + "n_pred": 3089, + "n_ref": 2469 + }, + "12": { + "Dice": 0.6573495157533407, + "FN": 1723, + "FP": 1072, + "IoU": 0.48959094229364497, + "TN": 105748529, + "TP": 2681, + "n_pred": 3753, + "n_ref": 4404 + }, + "13": { + "Dice": 0.4774543057855225, + "FN": 51201, + "FP": 13811, + "IoU": 0.3135894755735749, + "TN": 105659292, + "TP": 29701, + "n_pred": 43512, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9207204056653261, + "FN": 25769, + "FP": 3702, + "IoU": 0.8530879398613181, + "TN": 105553402, + "TP": 171132, + "n_pred": 174834, + "n_ref": 196901 + }, + "15": { + "Dice": 0.8235386426049431, + "FN": 6940, + "FP": 2056, + "IoU": 0.7000133386688009, + "TN": 105724017, + "TP": 20992, + "n_pred": 23048, + "n_ref": 27932 + }, + "2": { + "Dice": 0.8966572339936204, + "FN": 18382, + "FP": 12623, + "IoU": 0.8126733247539468, + "TN": 105588492, + "TP": 134508, + "n_pred": 147131, + "n_ref": 152890 + }, + "3": { + "Dice": 0.7723514708709863, + "FN": 6763, + "FP": 90325, + "IoU": 0.6291307752545028, + "TN": 105492220, + "TP": 164697, + "n_pred": 255022, + "n_ref": 171460 + }, + "4": { + "Dice": 0.6005952974350941, + "FN": 19768, + "FP": 8277, + "IoU": 0.4291791333374041, + "TN": 105704874, + "TP": 21086, + "n_pred": 29363, + "n_ref": 40854 + }, + "5": { + "Dice": 0.7398976458546571, + "FN": 3329, + "FP": 3024, + "IoU": 0.587172655793099, + "TN": 105738616, + "TP": 9036, + "n_pred": 12060, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9033082552952229, + "FN": 97128, + "FP": 211040, + "IoU": 0.8236665039713489, + "TN": 104006362, + "TP": 1439475, + "n_pred": 1650515, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.8043703790797236, + "FN": 35779, + "FP": 77363, + "IoU": 0.6727588251456998, + "TN": 105408260, + "TP": 232603, + "n_pred": 309966, + "n_ref": 268382 + }, + "8": { + "Dice": 0.8847042828008158, + "FN": 4077, + "FP": 17971, + "IoU": 0.793246373278069, + "TN": 105647366, + "TP": 84591, + "n_pred": 102562, + "n_ref": 88668 + }, + "9": { + "Dice": 0.8102470703189912, + "FN": 13859, + "FP": 14688, + "IoU": 0.681021286105369, + "TN": 105664510, + "TP": 60948, + "n_pred": 75636, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8684126585301094, + "FN": 9589, + "FP": 64254, + "IoU": 0.767428749602371, + "TN": 96820373, + "TP": 243664, + "n_pred": 307918, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8275713634598828, + "FN": 14525, + "FP": 26333, + "IoU": 0.7058607557574492, + "TN": 96998973, + "TP": 98049, + "n_pred": 124382, + "n_ref": 112574 + }, + "11": { + "Dice": 0.567392244486089, + "FN": 1593, + "FP": 1408, + "IoU": 0.3960555443751258, + "TN": 97132911, + "TP": 1968, + "n_pred": 3376, + "n_ref": 3561 + }, + "12": { + "Dice": 0.757646066230753, + "FN": 926, + "FP": 1372, + "IoU": 0.6098471986417657, + "TN": 97131990, + "TP": 3592, + "n_pred": 4964, + "n_ref": 4518 + }, + "13": { + "Dice": 0.7516468972155655, + "FN": 12415, + "FP": 12354, + "IoU": 0.6021108094649082, + "TN": 97075629, + "TP": 37482, + "n_pred": 49836, + "n_ref": 49897 + }, + "14": { + "Dice": 0.8639846945563048, + "FN": 59892, + "FP": 4519, + "IoU": 0.7605396603515451, + "TN": 96868896, + "TP": 204573, + "n_pred": 209092, + "n_ref": 264465 + }, + "15": { + "Dice": 0.19607552558722288, + "FN": 7818, + "FP": 111527, + "IoU": 0.1086938662723396, + "TN": 97003981, + "TP": 14554, + "n_pred": 126081, + "n_ref": 22372 + }, + "2": { + "Dice": 0.715314539483127, + "FN": 53279, + "FP": 14159, + "IoU": 0.5568013038735032, + "TN": 96985718, + "TP": 84724, + "n_pred": 98883, + "n_ref": 138003 + }, + "3": { + "Dice": 0.8201763536736688, + "FN": 9081, + "FP": 56423, + "IoU": 0.6951686010256601, + "TN": 96922994, + "TP": 149382, + "n_pred": 205805, + "n_ref": 158463 + }, + "4": { + "Dice": 0.9100135801586734, + "FN": 2032, + "FP": 3004, + "IoU": 0.8348852459016394, + "TN": 97107380, + "TP": 25464, + "n_pred": 28468, + "n_ref": 27496 + }, + "5": { + "Dice": 0.8018536273569831, + "FN": 2088, + "FP": 4112, + "IoU": 0.6692451320352094, + "TN": 97119135, + "TP": 12545, + "n_pred": 16657, + "n_ref": 14633 + }, + "6": { + "Dice": 0.8872694026943031, + "FN": 54329, + "FP": 313113, + "IoU": 0.7973802507477435, + "TN": 95324424, + "TP": 1446014, + "n_pred": 1759127, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.9198567930927426, + "FN": 20186, + "FP": 20600, + "IoU": 0.8516063307258505, + "TN": 96863030, + "TP": 234064, + "n_pred": 254664, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9313019026290241, + "FN": 7668, + "FP": 10093, + "IoU": 0.8714359133978531, + "TN": 96999731, + "TP": 120388, + "n_pred": 130481, + "n_ref": 128056 + }, + "9": { + "Dice": 0.8285399271240907, + "FN": 6959, + "FP": 18545, + "IoU": 0.7072711621233859, + "TN": 97050755, + "TP": 61621, + "n_pred": 80166, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9361508760527228, + "FN": 3548, + "FP": 19636, + "IoU": 0.8799658287814854, + "TN": 130573647, + "TP": 169961, + "n_pred": 189597, + "n_ref": 173509 + }, + "10": { + "Dice": 0.8114053162991963, + "FN": 14244, + "FP": 15044, + "IoU": 0.6826593854288563, + "TN": 130674500, + "TP": 63004, + "n_pred": 78048, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7426669953167365, + "FN": 1036, + "FP": 1052, + "IoU": 0.5906684963732601, + "TN": 130761691, + "TP": 3013, + "n_pred": 4065, + "n_ref": 4049 + }, + "12": { + "Dice": 0.6818766066838047, + "FN": 1206, + "FP": 774, + "IoU": 0.5173086299366163, + "TN": 130762690, + "TP": 2122, + "n_pred": 2896, + "n_ref": 3328 + }, + "13": { + "Dice": 0.6156685236768802, + "FN": 26003, + "FP": 18149, + "IoU": 0.44474068112078075, + "TN": 130687276, + "TP": 35364, + "n_pred": 53513, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9131235363540309, + "FN": 11648, + "FP": 16472, + "IoU": 0.840135532322526, + "TN": 130590893, + "TP": 147779, + "n_pred": 164251, + "n_ref": 159427 + }, + "15": { + "Dice": 0.6061708204164328, + "FN": 3957, + "FP": 28311, + "IoU": 0.43489606136494985, + "TN": 130709691, + "TP": 24833, + "n_pred": 53144, + "n_ref": 28790 + }, + "2": { + "Dice": 0.717437306150456, + "FN": 10542, + "FP": 112173, + "IoU": 0.5593779622554793, + "TN": 130488288, + "TP": 155789, + "n_pred": 267962, + "n_ref": 166331 + }, + "3": { + "Dice": 0.43124494482303394, + "FN": 119665, + "FP": 2689, + "IoU": 0.2748962901505274, + "TN": 130598052, + "TP": 46386, + "n_pred": 49075, + "n_ref": 166051 + }, + "4": { + "Dice": 0.7083459420202143, + "FN": 12380, + "FP": 2077, + "IoU": 0.5484022116015369, + "TN": 130734779, + "TP": 17556, + "n_pred": 19633, + "n_ref": 29936 + }, + "5": { + "Dice": 0.6585634959393709, + "FN": 13104, + "FP": 5773, + "IoU": 0.49093900005393454, + "TN": 130729710, + "TP": 18205, + "n_pred": 23978, + "n_ref": 31309 + }, + "6": { + "Dice": 0.954830339066751, + "FN": 27149, + "FP": 96790, + "IoU": 0.9135649213297747, + "TN": 129332895, + "TP": 1309958, + "n_pred": 1406748, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.834063243334156, + "FN": 63703, + "FP": 88235, + "IoU": 0.7153589065321813, + "TN": 130233004, + "TP": 381850, + "n_pred": 470085, + "n_ref": 445553 + }, + "8": { + "Dice": 0.8644339187659806, + "FN": 23990, + "FP": 40694, + "IoU": 0.7612361209544058, + "TN": 130495880, + "TP": 206228, + "n_pred": 246922, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8805297879331698, + "FN": 14938, + "FP": 8695, + "IoU": 0.7865593728550269, + "TN": 130656068, + "TP": 87091, + "n_pred": 95786, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7675208437905386, + "FN": 24234, + "FP": 82755, + "IoU": 0.6227454962817217, + "TN": 71952409, + "TP": 176610, + "n_pred": 259365, + "n_ref": 200844 + }, + "10": { + "Dice": 0.3646946564885496, + "FN": 33998, + "FP": 65872, + "IoU": 0.22301318706966974, + "TN": 72107473, + "TP": 28665, + "n_pred": 94537, + "n_ref": 62663 + }, + "11": { + "Dice": 0.21901639344262294, + "FN": 2353, + "FP": 29, + "IoU": 0.12297496318114874, + "TN": 72233292, + "TP": 334, + "n_pred": 363, + "n_ref": 2687 + }, + "12": { + "Dice": 0.6103735720901513, + "FN": 2094, + "FP": 430, + "IoU": 0.4392357253943568, + "TN": 72231507, + "TP": 1977, + "n_pred": 2407, + "n_ref": 4071 + }, + "13": { + "Dice": 0.3895654617133926, + "FN": 48254, + "FP": 21269, + "IoU": 0.24190083635927465, + "TN": 72144301, + "TP": 22184, + "n_pred": 43453, + "n_ref": 70438 + }, + "14": { + "Dice": 0.15519583657193065, + "FN": 62364, + "FP": 62629, + "IoU": 0.08412591409352697, + "TN": 72099534, + "TP": 11481, + "n_pred": 74110, + "n_ref": 73845 + }, + "15": { + "Dice": 0.359767182735163, + "FN": 3777, + "FP": 83561, + "IoU": 0.21933909561393317, + "TN": 72124131, + "TP": 24539, + "n_pred": 108100, + "n_ref": 28316 + }, + "2": { + "Dice": 0.37324763118523857, + "FN": 96983, + "FP": 4816, + "IoU": 0.2294434225764698, + "TN": 72103897, + "TP": 30312, + "n_pred": 35128, + "n_ref": 127295 + }, + "3": { + "Dice": 0.6636425343112097, + "FN": 7902, + "FP": 154634, + "IoU": 0.49660555004955403, + "TN": 71913128, + "TP": 160344, + "n_pred": 314978, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 22926, + "IoU": 0.0, + "TN": 72213082, + "TP": 0, + "n_pred": 22926, + "n_ref": 0 + }, + "5": { + "Dice": 0.8079654367582063, + "FN": 92, + "FP": 3775, + "IoU": 0.6778036993834361, + "TN": 72224006, + "TP": 8135, + "n_pred": 11910, + "n_ref": 8227 + }, + "6": { + "Dice": 0.6944856346205659, + "FN": 304166, + "FP": 758343, + "IoU": 0.5319632269375457, + "TN": 69965868, + "TP": 1207631, + "n_pred": 1965974, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.619587977914366, + "FN": 101364, + "FP": 190762, + "IoU": 0.4488427860677744, + "TN": 71705985, + "TP": 237897, + "n_pred": 428659, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9292727526418988, + "FN": 4309, + "FP": 5322, + "IoU": 0.8678893293644806, + "TN": 72163107, + "TP": 63270, + "n_pred": 68592, + "n_ref": 67579 + }, + "9": { + "Dice": 0.5374962109730221, + "FN": 27455, + "FP": 10690, + "IoU": 0.3675178245730393, + "TN": 72175698, + "TP": 22165, + "n_pred": 32855, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.810332538385273, + "FN": 13390, + "FP": 22001, + "IoU": 0.6811420540034057, + "TN": 52442127, + "TP": 75602, + "n_pred": 97603, + "n_ref": 88992 + }, + "10": { + "Dice": 0.20511757672379435, + "FN": 40751, + "FP": 9108, + "IoU": 0.11427911603780289, + "TN": 52496828, + "TP": 6433, + "n_pred": 15541, + "n_ref": 47184 + }, + "11": { + "Dice": 0.06326723323890462, + "FN": 1975, + "FP": 9, + "IoU": 0.03266699171136031, + "TN": 52551069, + "TP": 67, + "n_pred": 76, + "n_ref": 2042 + }, + "12": { + "Dice": 0.0152405834966253, + "FN": 4031, + "FP": 492, + "IoU": 0.007678806494076349, + "TN": 52548562, + "TP": 35, + "n_pred": 527, + "n_ref": 4066 + }, + "13": { + "Dice": 0.42591166237284533, + "FN": 13597, + "FP": 8018, + "IoU": 0.2705767218978841, + "TN": 52523487, + "TP": 8018, + "n_pred": 16036, + "n_ref": 21615 + }, + "14": { + "Dice": 0.27202179476595395, + "FN": 45952, + "FP": 6956, + "IoU": 0.15742200563757106, + "TN": 52490327, + "TP": 9885, + "n_pred": 16841, + "n_ref": 55837 + }, + "15": { + "Dice": 0.055756435507736325, + "FN": 22424, + "FP": 73937, + "IoU": 0.02867770094550733, + "TN": 52453914, + "TP": 2845, + "n_pred": 76782, + "n_ref": 25269 + }, + "2": { + "Dice": 0.5176641233508187, + "FN": 82970, + "FP": 14130, + "IoU": 0.34922188115759417, + "TN": 52403914, + "TP": 52106, + "n_pred": 66236, + "n_ref": 135076 + }, + "3": { + "Dice": 0.7430161366284114, + "FN": 23191, + "FP": 59749, + "IoU": 0.5911103223198352, + "TN": 52350278, + "TP": 119902, + "n_pred": 179651, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 0, + "IoU": 0.0, + "TN": 52551240, + "TP": 0, + "n_pred": 0, + "n_ref": 1880 + }, + "5": { + "Dice": 0.7766788131181677, + "FN": 1060, + "FP": 1943, + "IoU": 0.6348936170212766, + "TN": 52544895, + "TP": 5222, + "n_pred": 7165, + "n_ref": 6282 + }, + "6": { + "Dice": 0.9112109588208402, + "FN": 53289, + "FP": 86935, + "IoU": 0.8369031321568021, + "TN": 51693361, + "TP": 719535, + "n_pred": 806470, + "n_ref": 772824 + }, + "7": { + "Dice": 0.4215759902650211, + "FN": 140578, + "FP": 3449, + "IoU": 0.2670866558446515, + "TN": 52356607, + "TP": 52486, + "n_pred": 55935, + "n_ref": 193064 + }, + "8": { + "Dice": 0.7899267055064837, + "FN": 17500, + "FP": 4856, + "IoU": 0.6527924457973535, + "TN": 52488732, + "TP": 42032, + "n_pred": 46888, + "n_ref": 59532 + }, + "9": { + "Dice": 0.7778513238289205, + "FN": 16982, + "FP": 17922, + "IoU": 0.6364621089030538, + "TN": 52457108, + "TP": 61108, + "n_pred": 79030, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9402276021714358, + "FN": 16729, + "FP": 18362, + "IoU": 0.8871976700826786, + "TN": 143826166, + "TP": 275993, + "n_pred": 294355, + "n_ref": 292722 + }, + "10": { + "Dice": 0.6863573803636895, + "FN": 41927, + "FP": 9575, + "IoU": 0.5224840988744043, + "TN": 144029396, + "TP": 56352, + "n_pred": 65927, + "n_ref": 98279 + }, + "11": { + "Dice": 0.5417611878737885, + "FN": 3992, + "FP": 452, + "IoU": 0.3715174657049922, + "TN": 144130179, + "TP": 2627, + "n_pred": 3079, + "n_ref": 6619 + }, + "12": { + "Dice": 0.5779319314979406, + "FN": 2980, + "FP": 914, + "IoU": 0.4064024390243902, + "TN": 144130690, + "TP": 2666, + "n_pred": 3580, + "n_ref": 5646 + }, + "13": { + "Dice": 0.7605682751648166, + "FN": 32082, + "FP": 13388, + "IoU": 0.6136427363644861, + "TN": 144019561, + "TP": 72219, + "n_pred": 85607, + "n_ref": 104301 + }, + "14": { + "Dice": 0.550923458718291, + "FN": 253473, + "FP": 1858, + "IoU": 0.38018934336691346, + "TN": 143725300, + "TP": 156619, + "n_pred": 158477, + "n_ref": 410092 + }, + "15": { + "Dice": 0.7786667677840133, + "FN": 2131, + "FP": 9543, + "IoU": 0.6375547207302307, + "TN": 144105041, + "TP": 20535, + "n_pred": 30078, + "n_ref": 22666 + }, + "2": { + "Dice": 0.7486150062066111, + "FN": 7772, + "FP": 79714, + "IoU": 0.5982291700152927, + "TN": 143919499, + "TP": 130265, + "n_pred": 209979, + "n_ref": 138037 + }, + "3": { + "Dice": 0.6574829983490602, + "FN": 87379, + "FP": 3077, + "IoU": 0.4897390480273475, + "TN": 143959976, + "TP": 86818, + "n_pred": 89895, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9236237218019557, + "FN": 3614, + "FP": 4251, + "IoU": 0.8580862849822269, + "TN": 144081829, + "TP": 47556, + "n_pred": 51807, + "n_ref": 51170 + }, + "5": { + "Dice": 0.7336096718480138, + "FN": 10894, + "FP": 4530, + "IoU": 0.5792919098794392, + "TN": 144100588, + "TP": 21238, + "n_pred": 25768, + "n_ref": 32132 + }, + "6": { + "Dice": 0.8490035669663621, + "FN": 37944, + "FP": 431813, + "IoU": 0.7376248462635766, + "TN": 142346848, + "TP": 1320645, + "n_pred": 1752458, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.8185668237478759, + "FN": 62156, + "FP": 20698, + "IoU": 0.6928591817140485, + "TN": 143867491, + "TP": 186905, + "n_pred": 207603, + "n_ref": 249061 + }, + "8": { + "Dice": 0.8623034608221076, + "FN": 20083, + "FP": 46676, + "IoU": 0.7579380187314398, + "TN": 143861457, + "TP": 209034, + "n_pred": 255710, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8789065006738112, + "FN": 12284, + "FP": 10360, + "IoU": 0.7839725243274185, + "TN": 144032430, + "TP": 82176, + "n_pred": 92536, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9283534110836498, + "FN": 10989, + "FP": 20348, + "IoU": 0.8662869090288445, + "TN": 111544560, + "TP": 203023, + "n_pred": 223371, + "n_ref": 214012 + }, + "10": { + "Dice": 0.621952267010246, + "FN": 20659, + "FP": 10150, + "IoU": 0.4513285368286081, + "TN": 111722768, + "TP": 25343, + "n_pred": 35493, + "n_ref": 46002 + }, + "11": { + "Dice": 0.6947597574249728, + "FN": 1561, + "FP": 402, + "IoU": 0.5322849654515129, + "TN": 111774723, + "TP": 2234, + "n_pred": 2636, + "n_ref": 3795 + }, + "12": { + "Dice": 0.5945390487375221, + "FN": 2635, + "FP": 127, + "IoU": 0.42302068101107165, + "TN": 111774133, + "TP": 2025, + "n_pred": 2152, + "n_ref": 4660 + }, + "13": { + "Dice": 0.6299760168748736, + "FN": 20240, + "FP": 18177, + "IoU": 0.4598284589426322, + "TN": 111707800, + "TP": 32703, + "n_pred": 50880, + "n_ref": 52943 + }, + "14": { + "Dice": 0.8589266902150338, + "FN": 8813, + "FP": 18505, + "IoU": 0.7527357645205963, + "TN": 111668439, + "TP": 83163, + "n_pred": 101668, + "n_ref": 91976 + }, + "15": { + "Dice": 0.3576304241833252, + "FN": 3397, + "FP": 22953, + "IoU": 0.21775270892088466, + "TN": 111745235, + "TP": 7335, + "n_pred": 30288, + "n_ref": 10732 + }, + "2": { + "Dice": 0.8678942033756828, + "FN": 38910, + "FP": 12051, + "IoU": 0.7666193442022349, + "TN": 111560560, + "TP": 167399, + "n_pred": 179450, + "n_ref": 206309 + }, + "3": { + "Dice": 0.7705175919886429, + "FN": 3193, + "FP": 32693, + "IoU": 0.6267007864186743, + "TN": 111682788, + "TP": 60246, + "n_pred": 92939, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8805656310781685, + "FN": 1928, + "FP": 2616, + "IoU": 0.7866165766611881, + "TN": 111757625, + "TP": 16751, + "n_pred": 19367, + "n_ref": 18679 + }, + "5": { + "Dice": 0.6468599033816426, + "FN": 11687, + "FP": 4395, + "IoU": 0.47804355587290254, + "TN": 111748109, + "TP": 14729, + "n_pred": 19124, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9691974776419672, + "FN": 30852, + "FP": 45672, + "IoU": 0.9402358420940417, + "TN": 110498487, + "TP": 1203909, + "n_pred": 1249581, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.8089453962096996, + "FN": 69466, + "FP": 10327, + "IoU": 0.6791841395309566, + "TN": 111530201, + "TP": 168926, + "n_pred": 179253, + "n_ref": 238392 + }, + "8": { + "Dice": 0.8357570381854638, + "FN": 52994, + "FP": 35146, + "IoU": 0.717854490511921, + "TN": 111466528, + "TP": 224252, + "n_pred": 259398, + "n_ref": 277246 + }, + "9": { + "Dice": 0.8211839778893247, + "FN": 19727, + "FP": 6670, + "IoU": 0.6966175912836603, + "TN": 111691911, + "TP": 60612, + "n_pred": 67282, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7842177476174583, + "FN": 27942, + "FP": 47705, + "IoU": 0.6450314158482279, + "TN": 198874766, + "TP": 137462, + "n_pred": 185167, + "n_ref": 165404 + }, + "10": { + "Dice": 0.7337341181818894, + "FN": 16321, + "FP": 17650, + "IoU": 0.5794471198484717, + "TN": 199007098, + "TP": 46806, + "n_pred": 64456, + "n_ref": 63127 + }, + "11": { + "Dice": 0.7485486624928857, + "FN": 1147, + "FP": 1062, + "IoU": 0.5981444424231399, + "TN": 199082378, + "TP": 3288, + "n_pred": 4350, + "n_ref": 4435 + }, + "12": { + "Dice": 0.7218176521992427, + "FN": 857, + "FP": 1053, + "IoU": 0.564721969006381, + "TN": 199083487, + "TP": 2478, + "n_pred": 3531, + "n_ref": 3335 + }, + "13": { + "Dice": 0.3876455502636232, + "FN": 23426, + "FP": 15017, + "IoU": 0.240422042638952, + "TN": 199037264, + "TP": 12168, + "n_pred": 27185, + "n_ref": 35594 + }, + "14": { + "Dice": 0.4899729694941434, + "FN": 27915, + "FP": 11709, + "IoU": 0.3244796017525615, + "TN": 199029218, + "TP": 19033, + "n_pred": 30742, + "n_ref": 46948 + }, + "15": { + "Dice": 0.8413908440699156, + "FN": 34926, + "FP": 4148, + "IoU": 0.7262076600753955, + "TN": 198945161, + "TP": 103640, + "n_pred": 107788, + "n_ref": 138566 + }, + "2": { + "Dice": 0.8956507608995506, + "FN": 11074, + "FP": 16539, + "IoU": 0.8110213048447477, + "TN": 198941758, + "TP": 118504, + "n_pred": 135043, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9323158546039017, + "FN": 7739, + "FP": 11295, + "IoU": 0.8732131676058777, + "TN": 198937749, + "TP": 131092, + "n_pred": 142387, + "n_ref": 138831 + }, + "4": { + "Dice": 0.7311834499543657, + "FN": 5103, + "FP": 3733, + "IoU": 0.5762719992327243, + "TN": 199067022, + "TP": 12017, + "n_pred": 15750, + "n_ref": 17120 + }, + "5": { + "Dice": 0.6751983194670942, + "FN": 7854, + "FP": 3897, + "IoU": 0.5096599207177134, + "TN": 199063910, + "TP": 12214, + "n_pred": 16111, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9157404044590478, + "FN": 83404, + "FP": 113798, + "IoU": 0.8445767122791034, + "TN": 197819069, + "TP": 1071604, + "n_pred": 1185402, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.8234056533822032, + "FN": 19587, + "FP": 39001, + "IoU": 0.6998211879473504, + "TN": 198892698, + "TP": 136589, + "n_pred": 175590, + "n_ref": 156176 + }, + "8": { + "Dice": 0.907185603822112, + "FN": 9363, + "FP": 12939, + "IoU": 0.8301369445671546, + "TN": 198956581, + "TP": 108992, + "n_pred": 121931, + "n_ref": 118355 + }, + "9": { + "Dice": 0.8924967613526378, + "FN": 13492, + "FP": 8167, + "IoU": 0.8058637936288834, + "TN": 198976309, + "TP": 89907, + "n_pred": 98074, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8802812945268093, + "FN": 12008, + "FP": 34876, + "IoU": 0.7861628909332227, + "TN": 130855941, + "TP": 172367, + "n_pred": 207243, + "n_ref": 184375 + }, + "10": { + "Dice": 0.6413082777865334, + "FN": 13545, + "FP": 63837, + "IoU": 0.4720042577000232, + "TN": 130928634, + "TP": 69176, + "n_pred": 133013, + "n_ref": 82721 + }, + "11": { + "Dice": 0.5270185161859177, + "FN": 1979, + "FP": 1776, + "IoU": 0.357790319822131, + "TN": 131069345, + "TP": 2092, + "n_pred": 3868, + "n_ref": 4071 + }, + "12": { + "Dice": 0.7050103208857197, + "FN": 878, + "FP": 2266, + "IoU": 0.5444138530647732, + "TN": 131068291, + "TP": 3757, + "n_pred": 6023, + "n_ref": 4635 + }, + "13": { + "Dice": 0.5159002214956229, + "FN": 51028, + "FP": 22408, + "IoU": 0.34761828616100776, + "TN": 130962626, + "TP": 39130, + "n_pred": 61538, + "n_ref": 90158 + }, + "14": { + "Dice": 0.5142689320327682, + "FN": 15463, + "FP": 62270, + "IoU": 0.34613864051210014, + "TN": 130956309, + "TP": 41150, + "n_pred": 103420, + "n_ref": 56613 + }, + "15": { + "Dice": 0.4635984619956237, + "FN": 1837, + "FP": 57732, + "IoU": 0.30174303430976074, + "TN": 130989881, + "TP": 25742, + "n_pred": 83474, + "n_ref": 27579 + }, + "2": { + "Dice": 0.7137472796468036, + "FN": 63014, + "FP": 14985, + "IoU": 0.5549043888131202, + "TN": 130899951, + "TP": 97242, + "n_pred": 112227, + "n_ref": 160256 + }, + "3": { + "Dice": 0.5951031286671838, + "FN": 10550, + "FP": 233734, + "IoU": 0.42359203782880767, + "TN": 130651388, + "TP": 179520, + "n_pred": 413254, + "n_ref": 190070 + }, + "4": { + "Dice": 0.7848725143345127, + "FN": 24828, + "FP": 1623, + "IoU": 0.6459178346251154, + "TN": 131000489, + "TP": 48252, + "n_pred": 49875, + "n_ref": 73080 + }, + "5": { + "Dice": 0.6416328290632074, + "FN": 5771, + "FP": 4202, + "IoU": 0.47235596000211627, + "TN": 131056291, + "TP": 8928, + "n_pred": 13130, + "n_ref": 14699 + }, + "6": { + "Dice": 0.7984696195248013, + "FN": 44222, + "FP": 674470, + "IoU": 0.664543845498947, + "TN": 128932760, + "TP": 1423740, + "n_pred": 2098210, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.5228330444783912, + "FN": 248042, + "FP": 717784, + "IoU": 0.35394309527711537, + "TN": 129580237, + "TP": 529129, + "n_pred": 1246913, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9094595972373792, + "FN": 7765, + "FP": 16212, + "IoU": 0.8339531437198319, + "TN": 130930793, + "TP": 120422, + "n_pred": 136634, + "n_ref": 128187 + }, + "9": { + "Dice": 0.6517589162588217, + "FN": 29387, + "FP": 9250, + "IoU": 0.4834142232561871, + "TN": 131000399, + "TP": 36156, + "n_pred": 45406, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8209322552839631, + "FN": 5060, + "FP": 86762, + "IoU": 0.6962553754548462, + "TN": 101314900, + "TP": 210478, + "n_pred": 297240, + "n_ref": 215538 + }, + "10": { + "Dice": 0.7470041200706298, + "FN": 14094, + "FP": 7398, + "IoU": 0.5961744424193457, + "TN": 101563979, + "TP": 31729, + "n_pred": 39127, + "n_ref": 45823 + }, + "11": { + "Dice": 0.7601492209787141, + "FN": 1495, + "FP": 691, + "IoU": 0.6130973451327434, + "TN": 101611550, + "TP": 3464, + "n_pred": 4155, + "n_ref": 4959 + }, + "12": { + "Dice": 0.7535975204781935, + "FN": 2086, + "FP": 140, + "IoU": 0.6046181172291296, + "TN": 101611570, + "TP": 3404, + "n_pred": 3544, + "n_ref": 5490 + }, + "13": { + "Dice": 0.7302374940535002, + "FN": 10196, + "FP": 26663, + "IoU": 0.5750976979030975, + "TN": 101530453, + "TP": 49888, + "n_pred": 76551, + "n_ref": 60084 + }, + "14": { + "Dice": 0.9029393231772861, + "FN": 869, + "FP": 12224, + "IoU": 0.8230532205313944, + "TN": 101543206, + "TP": 60901, + "n_pred": 73125, + "n_ref": 61770 + }, + "15": { + "Dice": 0.5957821134543814, + "FN": 6852, + "FP": 28990, + "IoU": 0.4242803906450784, + "TN": 101554944, + "TP": 26414, + "n_pred": 55404, + "n_ref": 33266 + }, + "2": { + "Dice": 0.7781624268942242, + "FN": 47139, + "FP": 24247, + "IoU": 0.636878783254489, + "TN": 101420610, + "TP": 125204, + "n_pred": 149451, + "n_ref": 172343 + }, + "3": { + "Dice": 0.8700965285110169, + "FN": 10634, + "FP": 37840, + "IoU": 0.770062709307731, + "TN": 101406386, + "TP": 162340, + "n_pred": 200180, + "n_ref": 172974 + }, + "4": { + "Dice": 0.2965376872685211, + "FN": 2882, + "FP": 60367, + "IoU": 0.17407939409767564, + "TN": 101540620, + "TP": 13331, + "n_pred": 73698, + "n_ref": 16213 + }, + "5": { + "Dice": 0.7505064029937858, + "FN": 8511, + "FP": 6023, + "IoU": 0.6006484585371215, + "TN": 101580806, + "TP": 21860, + "n_pred": 27883, + "n_ref": 30371 + }, + "6": { + "Dice": 0.8729347588773352, + "FN": 194284, + "FP": 195650, + "IoU": 0.7745201670914886, + "TN": 99887848, + "TP": 1339418, + "n_pred": 1535068, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.8470977679952989, + "FN": 62408, + "FP": 69511, + "IoU": 0.7347524746502917, + "TN": 101119857, + "TP": 365424, + "n_pred": 434935, + "n_ref": 427832 + }, + "8": { + "Dice": 0.9152221128951079, + "FN": 30100, + "FP": 7294, + "IoU": 0.8436953995602705, + "TN": 101377962, + "TP": 201844, + "n_pred": 209138, + "n_ref": 231944 + }, + "9": { + "Dice": 0.9138181178027475, + "FN": 5730, + "FP": 8467, + "IoU": 0.8413122450120158, + "TN": 101527735, + "TP": 75268, + "n_pred": 83735, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9435494515251943, + "FN": 15000, + "FP": 8523, + "IoU": 0.8931316784182598, + "TN": 118962100, + "TP": 196589, + "n_pred": 205112, + "n_ref": 211589 + }, + "10": { + "Dice": 0.7071736240361606, + "FN": 14256, + "FP": 40810, + "IoU": 0.5469981408052124, + "TN": 119060654, + "TP": 66492, + "n_pred": 107302, + "n_ref": 80748 + }, + "11": { + "Dice": 0.6319537160658656, + "FN": 1908, + "FP": 573, + "IoU": 0.46193884189980483, + "TN": 119177601, + "TP": 2130, + "n_pred": 2703, + "n_ref": 4038 + }, + "12": { + "Dice": 0.6725274725274726, + "FN": 1381, + "FP": 1301, + "IoU": 0.5066225165562914, + "TN": 119176776, + "TP": 2754, + "n_pred": 4055, + "n_ref": 4135 + }, + "13": { + "Dice": 0.613735210522837, + "FN": 9862, + "FP": 19357, + "IoU": 0.44272581629539215, + "TN": 119129780, + "TP": 23213, + "n_pred": 42570, + "n_ref": 33075 + }, + "14": { + "Dice": 0.10879177608690772, + "FN": 61020, + "FP": 18392, + "IoU": 0.057525012164872595, + "TN": 119097953, + "TP": 4847, + "n_pred": 23239, + "n_ref": 65867 + }, + "15": { + "Dice": 0.10513589974900431, + "FN": 12154, + "FP": 133665, + "IoU": 0.055484664960974185, + "TN": 119027827, + "TP": 8566, + "n_pred": 142231, + "n_ref": 20720 + }, + "2": { + "Dice": 0.9030642995358084, + "FN": 22675, + "FP": 13995, + "IoU": 0.8232609250967559, + "TN": 118974731, + "TP": 170811, + "n_pred": 184806, + "n_ref": 193486 + }, + "3": { + "Dice": 0.8324645373266357, + "FN": 12550, + "FP": 61692, + "IoU": 0.7130100660244615, + "TN": 118923520, + "TP": 184450, + "n_pred": 246142, + "n_ref": 197000 + }, + "4": { + "Dice": 0.7707124146078381, + "FN": 13327, + "FP": 4529, + "IoU": 0.6269585927380604, + "TN": 119134346, + "TP": 30010, + "n_pred": 34539, + "n_ref": 43337 + }, + "5": { + "Dice": 0.8900791802515138, + "FN": 2434, + "FP": 1342, + "IoU": 0.8019303399076794, + "TN": 119163148, + "TP": 15288, + "n_pred": 16630, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9284586237721013, + "FN": 36043, + "FP": 226382, + "IoU": 0.8664701563279942, + "TN": 117216921, + "TP": 1702866, + "n_pred": 1929248, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.8341203761572289, + "FN": 40709, + "FP": 61476, + "IoU": 0.715442966065352, + "TN": 118823110, + "TP": 256917, + "n_pred": 318393, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9445351735654908, + "FN": 5242, + "FP": 3792, + "IoU": 0.8948997161338359, + "TN": 119096256, + "TP": 76922, + "n_pred": 80714, + "n_ref": 82164 + }, + "9": { + "Dice": 0.8767016820977184, + "FN": 14456, + "FP": 5533, + "IoU": 0.7804709293386343, + "TN": 119091158, + "TP": 71065, + "n_pred": 76598, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 53883, + "IoU": 0.0, + "TN": 61278597, + "TP": 0, + "n_pred": 53883, + "n_ref": 0 + }, + "10": { + "Dice": 0.6766650099403578, + "FN": 7199, + "FP": 18823, + "IoU": 0.5113331205047793, + "TN": 61279229, + "TP": 27229, + "n_pred": 46052, + "n_ref": 34428 + }, + "11": { + "Dice": 0.8046262902624052, + "FN": 629, + "FP": 942, + "IoU": 0.673116937161881, + "TN": 61327674, + "TP": 3235, + "n_pred": 4177, + "n_ref": 3864 + }, + "12": { + "Dice": 0.5641489912053802, + "FN": 2669, + "FP": 701, + "IoU": 0.3929021797874257, + "TN": 61326929, + "TP": 2181, + "n_pred": 2882, + "n_ref": 4850 + }, + "13": { + "Dice": 0.4773238050851846, + "FN": 29652, + "FP": 20815, + "IoU": 0.31347689461441147, + "TN": 61258969, + "TP": 23044, + "n_pred": 43859, + "n_ref": 52696 + }, + "14": { + "Dice": 0.7653421055627013, + "FN": 102482, + "FP": 595, + "IoU": 0.6198819195267931, + "TN": 61061309, + "TP": 168094, + "n_pred": 168689, + "n_ref": 270576 + }, + "15": { + "Dice": 0.6945041978670298, + "FN": 21711, + "FP": 45605, + "IoU": 0.5319850103939986, + "TN": 61188647, + "TP": 76517, + "n_pred": 122122, + "n_ref": 98228 + }, + "2": { + "Dice": 0.6586329879414402, + "FN": 79040, + "FP": 5859, + "IoU": 0.4910162409098267, + "TN": 61165679, + "TP": 81902, + "n_pred": 87761, + "n_ref": 160942 + }, + "3": { + "Dice": 0.7356933153672488, + "FN": 4979, + "FP": 83878, + "IoU": 0.5818946655185556, + "TN": 61119957, + "TP": 123666, + "n_pred": 207544, + "n_ref": 128645 + }, + "4": { + "Dice": 0.904939952952829, + "FN": 5643, + "FP": 2035, + "IoU": 0.8263838639652678, + "TN": 61288256, + "TP": 36546, + "n_pred": 38581, + "n_ref": 42189 + }, + "5": { + "Dice": 0.6908900645311319, + "FN": 2630, + "FP": 2687, + "IoU": 0.5277555733191225, + "TN": 61321221, + "TP": 5942, + "n_pred": 8629, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9033476825598745, + "FN": 21602, + "FP": 231863, + "IoU": 0.8237320691288241, + "TN": 59894527, + "TP": 1184488, + "n_pred": 1416351, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.5088838166125278, + "FN": 125192, + "FP": 27359, + "IoU": 0.34127710656084564, + "TN": 61100894, + "TP": 79035, + "n_pred": 106394, + "n_ref": 204227 + }, + "8": { + "Dice": 0.9487877928832904, + "FN": 5235, + "FP": 3075, + "IoU": 0.9025654253822343, + "TN": 61247192, + "TP": 76978, + "n_pred": 80053, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8577991572509975, + "FN": 5865, + "FP": 13202, + "IoU": 0.7510055369828667, + "TN": 61255904, + "TP": 57509, + "n_pred": 70711, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9243248543337385, + "FN": 21612, + "FP": 3857, + "IoU": 0.8592973985293874, + "TN": 148926487, + "TP": 155544, + "n_pred": 159401, + "n_ref": 177156 + }, + "10": { + "Dice": 0.7864373159770649, + "FN": 9366, + "FP": 25087, + "IoU": 0.6480401270827162, + "TN": 149009611, + "TP": 63436, + "n_pred": 88523, + "n_ref": 72802 + }, + "11": { + "Dice": 0.7868465430016863, + "FN": 271, + "FP": 993, + "IoU": 0.648596052265777, + "TN": 149103903, + "TP": 2333, + "n_pred": 3326, + "n_ref": 2604 + }, + "12": { + "Dice": 0.40870695256660167, + "FN": 1468, + "FP": 352, + "IoU": 0.2568395263372805, + "TN": 149105051, + "TP": 629, + "n_pred": 981, + "n_ref": 2097 + }, + "13": { + "Dice": 0.5967514379770648, + "FN": 43127, + "FP": 12608, + "IoU": 0.42526424336169116, + "TN": 149010525, + "TP": 41240, + "n_pred": 53848, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8491993665317614, + "FN": 13437, + "FP": 14844, + "IoU": 0.7379204892966361, + "TN": 148999590, + "TP": 79629, + "n_pred": 94473, + "n_ref": 93066 + }, + "15": { + "Dice": 0.6702837622024093, + "FN": 6355, + "FP": 24820, + "IoU": 0.5040803016082592, + "TN": 149044637, + "TP": 31688, + "n_pred": 56508, + "n_ref": 38043 + }, + "2": { + "Dice": 0.9244705823594046, + "FN": 8926, + "FP": 15270, + "IoU": 0.8595493225907566, + "TN": 148935226, + "TP": 148078, + "n_pred": 163348, + "n_ref": 157004 + }, + "3": { + "Dice": 0.7324584811477726, + "FN": 13424, + "FP": 20664, + "IoU": 0.5778575851393188, + "TN": 149026750, + "TP": 46662, + "n_pred": 67326, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9074422119315649, + "FN": 2416, + "FP": 2361, + "IoU": 0.8305667872597007, + "TN": 149079306, + "TP": 23417, + "n_pred": 25778, + "n_ref": 25833 + }, + "5": { + "Dice": 0.4165063358322829, + "FN": 24299, + "FP": 2086, + "IoU": 0.263029998324116, + "TN": 149071698, + "TP": 9417, + "n_pred": 11503, + "n_ref": 33716 + }, + "6": { + "Dice": 0.962373446566328, + "FN": 23844, + "FP": 60780, + "IoU": 0.9274757314003584, + "TN": 147940663, + "TP": 1082213, + "n_pred": 1142993, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.6432687600870455, + "FN": 142408, + "FP": 4800, + "IoU": 0.4741313099920338, + "TN": 148827567, + "TP": 132725, + "n_pred": 137525, + "n_ref": 275133 + }, + "8": { + "Dice": 0.9120257129385931, + "FN": 23060, + "FP": 16683, + "IoU": 0.8382787385554425, + "TN": 148861750, + "TP": 206007, + "n_pred": 222690, + "n_ref": 229067 + }, + "9": { + "Dice": 0.8701993433107468, + "FN": 16725, + "FP": 4385, + "IoU": 0.7702237896203413, + "TN": 149015628, + "TP": 70762, + "n_pred": 75147, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.28785224213669586, + "FN": 425069, + "FP": 20425, + "IoU": 0.16812348164151708, + "TN": 100177271, + "TP": 90035, + "n_pred": 110460, + "n_ref": 515104 + }, + "10": { + "Dice": 0.3499177853773767, + "FN": 15807, + "FP": 68404, + "IoU": 0.21206081871345028, + "TN": 100605925, + "TP": 22664, + "n_pred": 91068, + "n_ref": 38471 + }, + "11": { + "Dice": 0.2864041604754829, + "FN": 2710, + "FP": 1132, + "IoU": 0.16713635378278777, + "TN": 100708187, + "TP": 771, + "n_pred": 1903, + "n_ref": 3481 + }, + "12": { + "Dice": 0.4448795770511063, + "FN": 3601, + "FP": 2069, + "IoU": 0.2860740367665575, + "TN": 100704858, + "TP": 2272, + "n_pred": 4341, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0, + "FN": 39155, + "FP": 1254, + "IoU": 0.0, + "TN": 100672391, + "TP": 0, + "n_pred": 1254, + "n_ref": 39155 + }, + "14": { + "Dice": 0.1780785674977776, + "FN": 137068, + "FP": 18262, + "IoU": 0.09774217719871978, + "TN": 100540643, + "TP": 16827, + "n_pred": 35089, + "n_ref": 153895 + }, + "15": { + "Dice": 0.8388179108246935, + "FN": 2265, + "FP": 33476, + "IoU": 0.7223827499961163, + "TN": 100584058, + "TP": 93001, + "n_pred": 126477, + "n_ref": 95266 + }, + "2": { + "Dice": 0.00013926555742871803, + "FN": 233137, + "FP": 39685, + "IoU": 6.963762777588412e-05, + "TN": 100439959, + "TP": 19, + "n_pred": 39704, + "n_ref": 233156 + }, + "3": { + "Dice": 0.5244266831748405, + "FN": 52823, + "FP": 257539, + "IoU": 0.3554053717257479, + "TN": 100231316, + "TP": 171122, + "n_pred": 428661, + "n_ref": 223945 + }, + "4": { + "Dice": 0.33652743261326706, + "FN": 43569, + "FP": 11961, + "IoU": 0.2023041673250686, + "TN": 100643187, + "TP": 14083, + "n_pred": 26044, + "n_ref": 57652 + }, + "5": { + "Dice": 0.26828628856069214, + "FN": 13403, + "FP": 3343, + "IoU": 0.15492531287848205, + "TN": 100692984, + "TP": 3070, + "n_pred": 6413, + "n_ref": 16473 + }, + "6": { + "Dice": 0.489916214384317, + "FN": 1140974, + "FP": 810401, + "IoU": 0.3244298224052324, + "TN": 97824314, + "TP": 937111, + "n_pred": 1747512, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.45551099441863746, + "FN": 101254, + "FP": 68589, + "IoU": 0.29492666686039515, + "TN": 100471913, + "TP": 71044, + "n_pred": 139633, + "n_ref": 172298 + }, + "8": { + "Dice": 0.9119820299107406, + "FN": 5718, + "FP": 13639, + "IoU": 0.838204933173965, + "TN": 100593161, + "TP": 100282, + "n_pred": 113921, + "n_ref": 106000 + }, + "9": { + "Dice": 0.7389496158080263, + "FN": 35402, + "FP": 11550, + "IoU": 0.5859794541686875, + "TN": 100599395, + "TP": 66453, + "n_pred": 78003, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9225499246878188, + "FN": 1886, + "FP": 10866, + "IoU": 0.8562344983089064, + "TN": 78862000, + "TP": 75948, + "n_pred": 86814, + "n_ref": 77834 + }, + "10": { + "Dice": 0.6964418189311719, + "FN": 13597, + "FP": 8499, + "IoU": 0.5342621672322576, + "TN": 78903257, + "TP": 25347, + "n_pred": 33846, + "n_ref": 38944 + }, + "11": { + "Dice": 0.4626551158979162, + "FN": 380, + "FP": 1915, + "IoU": 0.30094425830033505, + "TN": 78947417, + "TP": 988, + "n_pred": 2903, + "n_ref": 1368 + }, + "12": { + "Dice": 0.03139356814701378, + "FN": 2519, + "FP": 11, + "IoU": 0.015947102294826914, + "TN": 78948129, + "TP": 41, + "n_pred": 52, + "n_ref": 2560 + }, + "13": { + "Dice": 0.27435691318327976, + "FN": 49166, + "FP": 4996, + "IoU": 0.15898821446871944, + "TN": 78886299, + "TP": 10239, + "n_pred": 15235, + "n_ref": 59405 + }, + "14": { + "Dice": 0.5514541001138441, + "FN": 11284, + "FP": 14720, + "IoU": 0.3806949439138822, + "TN": 78908711, + "TP": 15985, + "n_pred": 30705, + "n_ref": 27269 + }, + "15": { + "Dice": 0.8981269315763294, + "FN": 4049, + "FP": 8444, + "IoU": 0.8150911001583707, + "TN": 78883137, + "TP": 55070, + "n_pred": 63514, + "n_ref": 59119 + }, + "2": { + "Dice": 0.7766433339514185, + "FN": 33106, + "FP": 5440, + "IoU": 0.6348462026695465, + "TN": 78845139, + "TP": 67015, + "n_pred": 72455, + "n_ref": 100121 + }, + "3": { + "Dice": 0.884751869255228, + "FN": 3148, + "FP": 18092, + "IoU": 0.7933228891981045, + "TN": 78847931, + "TP": 81529, + "n_pred": 99621, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8416056414429075, + "FN": 1613, + "FP": 4227, + "IoU": 0.7265277452587217, + "TN": 78929345, + "TP": 15515, + "n_pred": 19742, + "n_ref": 17128 + }, + "5": { + "Dice": 0.4773789106393045, + "FN": 22690, + "FP": 3821, + "IoU": 0.31352443097956967, + "TN": 78912081, + "TP": 12108, + "n_pred": 15929, + "n_ref": 34798 + }, + "6": { + "Dice": 0.9126685327767193, + "FN": 45532, + "FP": 81074, + "IoU": 0.8393655111512608, + "TN": 78162538, + "TP": 661556, + "n_pred": 742630, + "n_ref": 707088 + }, + "7": { + "Dice": 0.17109498688803174, + "FN": 651139, + "FP": 26868, + "IoU": 0.09355050462511748, + "TN": 78202719, + "TP": 69974, + "n_pred": 96842, + "n_ref": 721113 + }, + "8": { + "Dice": 0.8209557917450119, + "FN": 92936, + "FP": 10951, + "IoU": 0.6962892366521565, + "TN": 78608641, + "TP": 238172, + "n_pred": 249123, + "n_ref": 331108 + }, + "9": { + "Dice": 0.5746597661491278, + "FN": 31565, + "FP": 6158, + "IoU": 0.4031737493275955, + "TN": 78887494, + "TP": 25483, + "n_pred": 31641, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8596012205230898, + "FN": 3540, + "FP": 43715, + "IoU": 0.7537724837949936, + "TN": 104812524, + "TP": 144661, + "n_pred": 188376, + "n_ref": 148201 + }, + "10": { + "Dice": 0.7400014718286338, + "FN": 21873, + "FP": 24056, + "IoU": 0.5873034414592506, + "TN": 104893150, + "TP": 65361, + "n_pred": 89417, + "n_ref": 87234 + }, + "11": { + "Dice": 0.7987679671457906, + "FN": 1219, + "FP": 349, + "IoU": 0.6649572649572649, + "TN": 104999760, + "TP": 3112, + "n_pred": 3461, + "n_ref": 4331 + }, + "12": { + "Dice": 0.7158154079408698, + "FN": 1056, + "FP": 1943, + "IoU": 0.5574085005903188, + "TN": 104997664, + "TP": 3777, + "n_pred": 5720, + "n_ref": 4833 + }, + "13": { + "Dice": 0.7197922677437969, + "FN": 27922, + "FP": 10926, + "IoU": 0.5622464617326242, + "TN": 104915696, + "TP": 49896, + "n_pred": 60822, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9467820413579564, + "FN": 1588, + "FP": 6112, + "IoU": 0.898942173924456, + "TN": 104928246, + "TP": 68494, + "n_pred": 74606, + "n_ref": 70082 + }, + "15": { + "Dice": 0.5391123198888953, + "FN": 1069, + "FP": 38754, + "IoU": 0.36903064296352633, + "TN": 104941326, + "TP": 23291, + "n_pred": 62045, + "n_ref": 24360 + }, + "2": { + "Dice": 0.7845166837527696, + "FN": 28412, + "FP": 49780, + "IoU": 0.6454359951027071, + "TN": 104783910, + "TP": 142338, + "n_pred": 192118, + "n_ref": 170750 + }, + "3": { + "Dice": 0.8015457330475408, + "FN": 35935, + "FP": 22302, + "IoU": 0.668816287071, + "TN": 104828595, + "TP": 117608, + "n_pred": 139910, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4226, + "IoU": 0.0, + "TN": 105000214, + "TP": 0, + "n_pred": 4226, + "n_ref": 0 + }, + "5": { + "Dice": 0.6814997939843428, + "FN": 9405, + "FP": 9920, + "IoU": 0.516875, + "TN": 104964440, + "TP": 20675, + "n_pred": 30595, + "n_ref": 30080 + }, + "6": { + "Dice": 0.8991335073177055, + "FN": 25378, + "FP": 246213, + "IoU": 0.8167507261729253, + "TN": 103522355, + "TP": 1210494, + "n_pred": 1456707, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.8158602687929449, + "FN": 15832, + "FP": 80885, + "IoU": 0.6889898609865038, + "TN": 104693463, + "TP": 214260, + "n_pred": 295145, + "n_ref": 230092 + }, + "8": { + "Dice": 0.9319659371852395, + "FN": 40482, + "FP": 7070, + "IoU": 0.872599451303155, + "TN": 104631192, + "TP": 325696, + "n_pred": 332766, + "n_ref": 366178 + }, + "9": { + "Dice": 0.9086223872619349, + "FN": 12807, + "FP": 3434, + "IoU": 0.8325462943869345, + "TN": 104907452, + "TP": 80747, + "n_pred": 84181, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7217334602810576, + "FN": 175169, + "FP": 12172, + "IoU": 0.5646189099495227, + "TN": 177245996, + "TP": 242951, + "n_pred": 255123, + "n_ref": 418120 + }, + "10": { + "Dice": 0.30510744908674475, + "FN": 53511, + "FP": 30530, + "IoU": 0.18001580626591604, + "TN": 177573797, + "TP": 18450, + "n_pred": 48980, + "n_ref": 71961 + }, + "11": { + "Dice": 0.7660871528561752, + "FN": 1350, + "FP": 722, + "IoU": 0.6208600182982617, + "TN": 177670823, + "TP": 3393, + "n_pred": 4115, + "n_ref": 4743 + }, + "12": { + "Dice": 0.680730299877022, + "FN": 1600, + "FP": 1775, + "IoU": 0.5159902480998135, + "TN": 177669315, + "TP": 3598, + "n_pred": 5373, + "n_ref": 5198 + }, + "13": { + "Dice": 0.7854529628571817, + "FN": 19331, + "FP": 12219, + "IoU": 0.6467044411099415, + "TN": 177586986, + "TP": 57752, + "n_pred": 69971, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9301452753593586, + "FN": 3383, + "FP": 7561, + "IoU": 0.8694126912154261, + "TN": 177592482, + "TP": 72862, + "n_pred": 80423, + "n_ref": 76245 + }, + "15": { + "Dice": 0.28510110893672536, + "FN": 1316, + "FP": 108278, + "IoU": 0.1662495150136557, + "TN": 177544841, + "TP": 21853, + "n_pred": 130131, + "n_ref": 23169 + }, + "2": { + "Dice": 0.755086282538754, + "FN": 20743, + "FP": 104861, + "IoU": 0.6065370410397617, + "TN": 177357061, + "TP": 193623, + "n_pred": 298484, + "n_ref": 214366 + }, + "3": { + "Dice": 0.6023204291044776, + "FN": 114066, + "FP": 8712, + "IoU": 0.43094314437075043, + "TN": 177460531, + "TP": 92979, + "n_pred": 101691, + "n_ref": 207045 + }, + "4": { + "Dice": 0.8508134700864537, + "FN": 4860, + "FP": 5511, + "IoU": 0.740361506108552, + "TN": 177636344, + "TP": 29573, + "n_pred": 35084, + "n_ref": 34433 + }, + "5": { + "Dice": 0.6995782775969221, + "FN": 12270, + "FP": 3972, + "IoU": 0.537962620544477, + "TN": 177641135, + "TP": 18911, + "n_pred": 22883, + "n_ref": 31181 + }, + "6": { + "Dice": 0.7978606550035121, + "FN": 282372, + "FP": 489432, + "IoU": 0.6637006419633018, + "TN": 175381297, + "TP": 1523187, + "n_pred": 2012619, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.6635674899617382, + "FN": 41882, + "FP": 288995, + "IoU": 0.4965215115447471, + "TN": 177019106, + "TP": 326305, + "n_pred": 615300, + "n_ref": 368187 + }, + "8": { + "Dice": 0.8215547173984669, + "FN": 21159, + "FP": 56290, + "IoU": 0.6971513480751559, + "TN": 177420553, + "TP": 178286, + "n_pred": 234576, + "n_ref": 199445 + }, + "9": { + "Dice": 0.9078476554450252, + "FN": 14074, + "FP": 10521, + "IoU": 0.8312463549349892, + "TN": 177530543, + "TP": 121150, + "n_pred": 131671, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9464173693429467, + "FN": 12810, + "FP": 6921, + "IoU": 0.8982849012542337, + "TN": 193811552, + "TP": 174252, + "n_pred": 181173, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8959315552680998, + "FN": 8088, + "FP": 10255, + "IoU": 0.8114818963833876, + "TN": 193908234, + "TP": 78958, + "n_pred": 89213, + "n_ref": 87046 + }, + "11": { + "Dice": 0.7752135198982373, + "FN": 979, + "FP": 258, + "IoU": 0.6329376854599407, + "TN": 194002165, + "TP": 2133, + "n_pred": 2391, + "n_ref": 3112 + }, + "12": { + "Dice": 0.7682630450321658, + "FN": 1263, + "FP": 358, + "IoU": 0.6237233054781801, + "TN": 194001227, + "TP": 2687, + "n_pred": 3045, + "n_ref": 3950 + }, + "13": { + "Dice": 0.7424242424242424, + "FN": 19053, + "FP": 14131, + "IoU": 0.5903614457831325, + "TN": 193924527, + "TP": 47824, + "n_pred": 61955, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8958872517616913, + "FN": 5978, + "FP": 10274, + "IoU": 0.8114092090605273, + "TN": 193919359, + "TP": 69924, + "n_pred": 80198, + "n_ref": 75902 + }, + "15": { + "Dice": 0.4749256166618677, + "FN": 1173, + "FP": 42593, + "IoU": 0.3114114444846521, + "TN": 193941976, + "TP": 19793, + "n_pred": 62386, + "n_ref": 20966 + }, + "2": { + "Dice": 0.9271221222823284, + "FN": 8560, + "FP": 11931, + "IoU": 0.8641450639793145, + "TN": 193854705, + "TP": 130339, + "n_pred": 142270, + "n_ref": 138899 + }, + "3": { + "Dice": 0.9415007451063877, + "FN": 8513, + "FP": 7150, + "IoU": 0.8894675558378321, + "TN": 193863830, + "TP": 126042, + "n_pred": 133192, + "n_ref": 134555 + }, + "4": { + "Dice": 0.9163058476471427, + "FN": 1771, + "FP": 1747, + "IoU": 0.8455391640323148, + "TN": 193982759, + "TP": 19258, + "n_pred": 21005, + "n_ref": 21029 + }, + "5": { + "Dice": 0.6350944429236244, + "FN": 11030, + "FP": 7632, + "IoU": 0.46530284797432814, + "TN": 193970633, + "TP": 16240, + "n_pred": 23872, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9158839374094828, + "FN": 24593, + "FP": 225326, + "IoU": 0.8448209274023297, + "TN": 192395015, + "TP": 1360601, + "n_pred": 1585927, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.880734863151442, + "FN": 40372, + "FP": 35894, + "IoU": 0.7868867117859758, + "TN": 193647669, + "TP": 281600, + "n_pred": 317494, + "n_ref": 321972 + }, + "8": { + "Dice": 0.9163108616204488, + "FN": 23895, + "FP": 15836, + "IoU": 0.8455477029054805, + "TN": 193748297, + "TP": 217507, + "n_pred": 233343, + "n_ref": 241402 + }, + "9": { + "Dice": 0.9183067815928944, + "FN": 11002, + "FP": 4551, + "IoU": 0.8489530727993163, + "TN": 193902567, + "TP": 87415, + "n_pred": 91966, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9231558012511732, + "FN": 2819, + "FP": 15766, + "IoU": 0.8572788917131908, + "TN": 99525581, + "TP": 111634, + "n_pred": 127400, + "n_ref": 114453 + }, + "10": { + "Dice": 0.8558036246572076, + "FN": 14264, + "FP": 5086, + "IoU": 0.7479517005119121, + "TN": 99579029, + "TP": 57421, + "n_pred": 62507, + "n_ref": 71685 + }, + "11": { + "Dice": 0.6682109764789737, + "FN": 1767, + "FP": 95, + "IoU": 0.5017393631255017, + "TN": 99652063, + "TP": 1875, + "n_pred": 1970, + "n_ref": 3642 + }, + "12": { + "Dice": 0.5322448979591837, + "FN": 2264, + "FP": 28, + "IoU": 0.36262513904338156, + "TN": 99652204, + "TP": 1304, + "n_pred": 1332, + "n_ref": 3568 + }, + "13": { + "Dice": 0.6851334958602739, + "FN": 16344, + "FP": 10391, + "IoU": 0.5210669628461897, + "TN": 99599978, + "TP": 29087, + "n_pred": 39478, + "n_ref": 45431 + }, + "14": { + "Dice": 0.10123925027563396, + "FN": 48401, + "FP": 53496, + "IoU": 0.05331859229254153, + "TN": 99548164, + "TP": 5739, + "n_pred": 59235, + "n_ref": 54140 + }, + "15": { + "Dice": 0.5170132035141188, + "FN": 12671, + "FP": 34554, + "IoU": 0.34862967407346107, + "TN": 99583299, + "TP": 25276, + "n_pred": 59830, + "n_ref": 37947 + }, + "2": { + "Dice": 0.937615708522775, + "FN": 8650, + "FP": 5469, + "IoU": 0.8825579557647998, + "TN": 99535579, + "TP": 106102, + "n_pred": 111571, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9535520206294841, + "FN": 3260, + "FP": 8484, + "IoU": 0.9112273514093716, + "TN": 99523507, + "TP": 120549, + "n_pred": 129033, + "n_ref": 123809 + }, + "4": { + "Dice": 0.8627807790730736, + "FN": 3734, + "FP": 1092, + "IoU": 0.7586758675867586, + "TN": 99635802, + "TP": 15172, + "n_pred": 16264, + "n_ref": 18906 + }, + "5": { + "Dice": 0.817887394120578, + "FN": 400, + "FP": 2524, + "IoU": 0.691886195995785, + "TN": 99646310, + "TP": 6566, + "n_pred": 9090, + "n_ref": 6966 + }, + "6": { + "Dice": 0.962447379196776, + "FN": 47270, + "FP": 54710, + "IoU": 0.9276130770617639, + "TN": 98246982, + "TP": 1306838, + "n_pred": 1361548, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.8676156278164833, + "FN": 15355, + "FP": 30914, + "IoU": 0.7661847417970862, + "TN": 99457913, + "TP": 151618, + "n_pred": 182532, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9565559152832979, + "FN": 3569, + "FP": 5274, + "IoU": 0.9167294436701947, + "TN": 99549604, + "TP": 97353, + "n_pred": 102627, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9335163208740346, + "FN": 8808, + "FP": 3545, + "IoU": 0.8753217129765137, + "TN": 99556721, + "TP": 86726, + "n_pred": 90271, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8507056955831503, + "FN": 114415, + "FP": 2290, + "IoU": 0.7401983045716016, + "TN": 62634312, + "TP": 332503, + "n_pred": 334793, + "n_ref": 446918 + }, + "10": { + "Dice": 0.8340347566141575, + "FN": 10302, + "FP": 13793, + "IoU": 0.715316997093504, + "TN": 62998882, + "TP": 60543, + "n_pred": 74336, + "n_ref": 70845 + }, + "11": { + "Dice": 0.7498519834221433, + "FN": 1012, + "FP": 678, + "IoU": 0.5998105612124083, + "TN": 63079297, + "TP": 2533, + "n_pred": 3211, + "n_ref": 3545 + }, + "12": { + "Dice": 0.7280207222306871, + "FN": 1113, + "FP": 672, + "IoU": 0.5723526593195976, + "TN": 63079346, + "TP": 2389, + "n_pred": 3061, + "n_ref": 3502 + }, + "13": { + "Dice": 0.6264450867052023, + "FN": 17044, + "FP": 17078, + "IoU": 0.4560757496054708, + "TN": 63020787, + "TP": 28611, + "n_pred": 45689, + "n_ref": 45655 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9716172567079215, + "FN": 2446, + "FP": 4654, + "IoU": 0.9448012065989769, + "TN": 62954894, + "TP": 121526, + "n_pred": 126180, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9718289079664578, + "FN": 5727, + "FP": 1338, + "IoU": 0.9452015481629139, + "TN": 62954593, + "TP": 121862, + "n_pred": 123200, + "n_ref": 127589 + }, + "4": { + "Dice": 0.16067469879518073, + "FN": 16362, + "FP": 1054, + "IoU": 0.08735523764607242, + "TN": 63064437, + "TP": 1667, + "n_pred": 2721, + "n_ref": 18029 + }, + "5": { + "Dice": 0.5895344640923854, + "FN": 8786, + "FP": 2588, + "IoU": 0.4179715484597278, + "TN": 63063978, + "TP": 8168, + "n_pred": 10756, + "n_ref": 16954 + }, + "6": { + "Dice": 0.877878603589427, + "FN": 160351, + "FP": 109332, + "IoU": 0.7823383516236064, + "TN": 61844519, + "TP": 969318, + "n_pred": 1078650, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.7072742499061481, + "FN": 34196, + "FP": 67172, + "IoU": 0.5471185592572901, + "TN": 62859691, + "TP": 122461, + "n_pred": 189633, + "n_ref": 156657 + }, + "8": { + "Dice": 0.916996271566084, + "FN": 14932, + "FP": 2633, + "IoU": 0.8467157106579051, + "TN": 62968929, + "TP": 97026, + "n_pred": 99659, + "n_ref": 111958 + }, + "9": { + "Dice": 0.8816285321844073, + "FN": 5340, + "FP": 4743, + "IoU": 0.7883145784346658, + "TN": 63035888, + "TP": 37549, + "n_pred": 42292, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.963116618151575, + "FN": 16035, + "FP": 6671, + "IoU": 0.9288572225303217, + "TN": 109289657, + "TP": 296455, + "n_pred": 303126, + "n_ref": 312490 + }, + "10": { + "Dice": 0.5524990206696315, + "FN": 27986, + "FP": 69115, + "IoU": 0.3816916385957986, + "TN": 109451775, + "TP": 59942, + "n_pred": 129057, + "n_ref": 87928 + }, + "11": { + "Dice": 0.7138810198300283, + "FN": 1694, + "FP": 528, + "IoU": 0.5550660792951542, + "TN": 109603824, + "TP": 2772, + "n_pred": 3300, + "n_ref": 4466 + }, + "12": { + "Dice": 0.7093180791810929, + "FN": 1725, + "FP": 206, + "IoU": 0.549568462794495, + "TN": 109604531, + "TP": 2356, + "n_pred": 2562, + "n_ref": 4081 + }, + "13": { + "Dice": 0.4607315887674626, + "FN": 51394, + "FP": 17394, + "IoU": 0.2993185499067972, + "TN": 109510645, + "TP": 29385, + "n_pred": 46779, + "n_ref": 80779 + }, + "14": { + "Dice": 0.5733162083795512, + "FN": 37994, + "FP": 49710, + "IoU": 0.4018523317829034, + "TN": 109462192, + "TP": 58922, + "n_pred": 108632, + "n_ref": 96916 + }, + "15": { + "Dice": 0.8631959413852418, + "FN": 4431, + "FP": 26984, + "IoU": 0.7593181382876844, + "TN": 109478293, + "TP": 99110, + "n_pred": 126094, + "n_ref": 103541 + }, + "2": { + "Dice": 0.727442096295401, + "FN": 90677, + "FP": 1782, + "IoU": 0.5716377181562524, + "TN": 109392975, + "TP": 123384, + "n_pred": 125166, + "n_ref": 214061 + }, + "3": { + "Dice": 0.8341886309834469, + "FN": 11529, + "FP": 81558, + "IoU": 0.7155434002047396, + "TN": 109281573, + "TP": 234158, + "n_pred": 315716, + "n_ref": 245687 + }, + "4": { + "Dice": 0.5034799592858519, + "FN": 31988, + "FP": 4110, + "IoU": 0.33643382352941176, + "TN": 109554418, + "TP": 18302, + "n_pred": 22412, + "n_ref": 50290 + }, + "5": { + "Dice": 0.6691526590557053, + "FN": 4720, + "FP": 1047, + "IoU": 0.5028019656866971, + "TN": 109597219, + "TP": 5832, + "n_pred": 6879, + "n_ref": 10552 + }, + "6": { + "Dice": 0.8067592155805647, + "FN": 53317, + "FP": 520183, + "IoU": 0.6761076440855053, + "TN": 107838168, + "TP": 1197150, + "n_pred": 1717333, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.5490389972786172, + "FN": 721031, + "FP": 62447, + "IoU": 0.3783967978800633, + "TN": 108348403, + "TP": 476937, + "n_pred": 539384, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.90048700959388, + "FN": 3254, + "FP": 15790, + "IoU": 0.8189871492662155, + "TN": 109503610, + "TP": 86164, + "n_pred": 101954, + "n_ref": 89418 + }, + "9": { + "Dice": 0.7047148473037149, + "FN": 12984, + "FP": 22395, + "IoU": 0.5440615495644106, + "TN": 109531222, + "TP": 42217, + "n_pred": 64612, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8628054284436002, + "FN": 3814, + "FP": 13665, + "IoU": 0.7587139879350092, + "TN": 66994911, + "TP": 54962, + "n_pred": 68627, + "n_ref": 58776 + }, + "10": { + "Dice": 0.6168723549084021, + "FN": 37109, + "FP": 14673, + "IoU": 0.4459981384202249, + "TN": 66973883, + "TP": 41687, + "n_pred": 56360, + "n_ref": 78796 + }, + "11": { + "Dice": 0.323996971990916, + "FN": 2484, + "FP": 195, + "IoU": 0.1933152664859982, + "TN": 67064031, + "TP": 642, + "n_pred": 837, + "n_ref": 3126 + }, + "12": { + "Dice": 0.5778640776699029, + "FN": 1823, + "FP": 351, + "IoU": 0.4063353358820317, + "TN": 67063690, + "TP": 1488, + "n_pred": 1839, + "n_ref": 3311 + }, + "13": { + "Dice": 0.39559358363933445, + "FN": 26953, + "FP": 7448, + "IoU": 0.2465669418953547, + "TN": 67021693, + "TP": 11258, + "n_pred": 18706, + "n_ref": 38211 + }, + "14": { + "Dice": 0.5682842345977939, + "FN": 41679, + "FP": 9671, + "IoU": 0.39692531739227455, + "TN": 66982205, + "TP": 33797, + "n_pred": 43468, + "n_ref": 75476 + }, + "15": { + "Dice": 0.25758019484956757, + "FN": 18169, + "FP": 57883, + "IoU": 0.14782901002857302, + "TN": 66978107, + "TP": 13193, + "n_pred": 71076, + "n_ref": 31362 + }, + "2": { + "Dice": 0.9139360683458856, + "FN": 11460, + "FP": 13886, + "IoU": 0.8415122183036943, + "TN": 66907428, + "TP": 134578, + "n_pred": 148464, + "n_ref": 146038 + }, + "3": { + "Dice": 0.9284824656051791, + "FN": 15374, + "FP": 6963, + "IoU": 0.8665116862782595, + "TN": 66900019, + "TP": 144996, + "n_pred": 151959, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 0, + "IoU": 0.0, + "TN": 67054313, + "TP": 0, + "n_pred": 0, + "n_ref": 13039 + }, + "5": { + "Dice": 0.7578624663037158, + "FN": 1752, + "FP": 2829, + "IoU": 0.6101276595744681, + "TN": 67055602, + "TP": 7169, + "n_pred": 9998, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9235864291364559, + "FN": 66418, + "FP": 101278, + "IoU": 0.8580219110351017, + "TN": 65886212, + "TP": 1013444, + "n_pred": 1114722, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.5557986340959362, + "FN": 213912, + "FP": 6188, + "IoU": 0.3848484340326106, + "TN": 66709554, + "TP": 137698, + "n_pred": 143886, + "n_ref": 351610 + }, + "8": { + "Dice": 0.9177055343489442, + "FN": 6137, + "FP": 8135, + "IoU": 0.8479259235580561, + "TN": 66973503, + "TP": 79577, + "n_pred": 87712, + "n_ref": 85714 + }, + "9": { + "Dice": 0.9087435548038537, + "FN": 10988, + "FP": 2339, + "IoU": 0.8327497709674585, + "TN": 66987669, + "TP": 66356, + "n_pred": 68695, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.46903748339102397, + "FN": 124796, + "FP": 680, + "IoU": 0.3063677120129134, + "TN": 74338383, + "TP": 55421, + "n_pred": 56101, + "n_ref": 180217 + }, + "10": { + "Dice": 0.7291194179851828, + "FN": 15159, + "FP": 15298, + "IoU": 0.5737119823085643, + "TN": 74447833, + "TP": 40990, + "n_pred": 56288, + "n_ref": 56149 + }, + "11": { + "Dice": 0.6280651795601961, + "FN": 1402, + "FP": 949, + "IoU": 0.4577952029520295, + "TN": 74514944, + "TP": 1985, + "n_pred": 2934, + "n_ref": 3387 + }, + "12": { + "Dice": 0.6706622715013485, + "FN": 1082, + "FP": 17, + "IoU": 0.5045085662759242, + "TN": 74517062, + "TP": 1119, + "n_pred": 1136, + "n_ref": 2201 + }, + "13": { + "Dice": 0.46106747328877395, + "FN": 23989, + "FP": 20197, + "IoU": 0.2996021367318148, + "TN": 74456193, + "TP": 18901, + "n_pred": 39098, + "n_ref": 42890 + }, + "14": { + "Dice": 0.6762667604077738, + "FN": 4992, + "FP": 20794, + "IoU": 0.5108784309262315, + "TN": 74466561, + "TP": 26933, + "n_pred": 47727, + "n_ref": 31925 + }, + "15": { + "Dice": 0.6933894001037599, + "FN": 4965, + "FP": 17493, + "IoU": 0.5306779235977598, + "TN": 74471428, + "TP": 25394, + "n_pred": 42887, + "n_ref": 30359 + }, + "2": { + "Dice": 0.8742181937147586, + "FN": 4627, + "FP": 34589, + "IoU": 0.7765431887724576, + "TN": 74343783, + "TP": 136281, + "n_pred": 170870, + "n_ref": 140908 + }, + "3": { + "Dice": 0.8874899939612678, + "FN": 29250, + "FP": 2796, + "IoU": 0.7977366398000467, + "TN": 74360843, + "TP": 126391, + "n_pred": 129187, + "n_ref": 155641 + }, + "4": { + "Dice": 0.18923706554272798, + "FN": 11729, + "FP": 1544, + "IoU": 0.10450681419511537, + "TN": 74504458, + "TP": 1549, + "n_pred": 3093, + "n_ref": 13278 + }, + "5": { + "Dice": 0.6178448504103786, + "FN": 4320, + "FP": 2897, + "IoU": 0.4470155543636503, + "TN": 74506229, + "TP": 5834, + "n_pred": 8731, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9331039833491424, + "FN": 76736, + "FP": 142527, + "IoU": 0.874596932396741, + "TN": 72770814, + "TP": 1529203, + "n_pred": 1671730, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.4555347091932458, + "FN": 116203, + "FP": 5681, + "IoU": 0.2949465500485909, + "TN": 74346408, + "TP": 50988, + "n_pred": 56669, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9611227443493257, + "FN": 1956, + "FP": 3094, + "IoU": 0.9251552472840988, + "TN": 74451807, + "TP": 62423, + "n_pred": 65517, + "n_ref": 64379 + }, + "9": { + "Dice": 0.9263488374691351, + "FN": 9947, + "FP": 3237, + "IoU": 0.8628024350902752, + "TN": 74423185, + "TP": 82911, + "n_pred": 86148, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8983748888745945, + "FN": 10582, + "FP": 51033, + "IoU": 0.815499646660039, + "TN": 65717224, + "TP": 272341, + "n_pred": 323374, + "n_ref": 282923 + }, + "10": { + "Dice": 0.5739782868186211, + "FN": 38092, + "FP": 29363, + "IoU": 0.4025031887755102, + "TN": 65938284, + "TP": 45441, + "n_pred": 74804, + "n_ref": 83533 + }, + "11": { + "Dice": 0.48272157564906, + "FN": 2289, + "FP": 600, + "IoU": 0.31814963417512393, + "TN": 66046943, + "TP": 1348, + "n_pred": 1948, + "n_ref": 3637 + }, + "12": { + "Dice": 0.5948680881821468, + "FN": 1380, + "FP": 862, + "IoU": 0.42335390946502055, + "TN": 66047292, + "TP": 1646, + "n_pred": 2508, + "n_ref": 3026 + }, + "13": { + "Dice": 0.7420831244687575, + "FN": 13577, + "FP": 10091, + "IoU": 0.5899301765511028, + "TN": 65993463, + "TP": 34049, + "n_pred": 44140, + "n_ref": 47626 + }, + "14": { + "Dice": 0.850032181935207, + "FN": 1220, + "FP": 19051, + "IoU": 0.7391791044776119, + "TN": 65973460, + "TP": 57449, + "n_pred": 76500, + "n_ref": 58669 + }, + "15": { + "Dice": 0.7858021978021978, + "FN": 6719, + "FP": 3027, + "IoU": 0.6471780762408138, + "TN": 66023557, + "TP": 17877, + "n_pred": 20904, + "n_ref": 24596 + }, + "2": { + "Dice": 0.6602975458822532, + "FN": 66057, + "FP": 14089, + "IoU": 0.49286880370543795, + "TN": 65893142, + "TP": 77892, + "n_pred": 91981, + "n_ref": 143949 + }, + "3": { + "Dice": 0.8010103423192242, + "FN": 7620, + "FP": 66513, + "IoU": 0.6680711023551535, + "TN": 65827840, + "TP": 149207, + "n_pred": 215720, + "n_ref": 156827 + }, + "4": { + "Dice": 0.9074831589757872, + "FN": 3461, + "FP": 1854, + "IoU": 0.8306353960869288, + "TN": 66019798, + "TP": 26067, + "n_pred": 27921, + "n_ref": 29528 + }, + "5": { + "Dice": 0.9049049049049049, + "FN": 939, + "FP": 961, + "IoU": 0.8263254113345521, + "TN": 66040240, + "TP": 9040, + "n_pred": 10001, + "n_ref": 9979 + }, + "6": { + "Dice": 0.8763089301652287, + "FN": 36738, + "FP": 241818, + "IoU": 0.7798486200429465, + "TN": 64785887, + "TP": 986737, + "n_pred": 1228555, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.606407874076598, + "FN": 544950, + "FP": 15291, + "IoU": 0.4351401409324043, + "TN": 65059357, + "TP": 431582, + "n_pred": 446873, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9442266085681214, + "FN": 3396, + "FP": 5807, + "IoU": 0.8943459043682911, + "TN": 65964075, + "TP": 77902, + "n_pred": 83709, + "n_ref": 81298 + }, + "9": { + "Dice": 0.8660398170360143, + "FN": 13947, + "FP": 3420, + "IoU": 0.763730358479015, + "TN": 65977675, + "TP": 56138, + "n_pred": 59558, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9686582257215134, + "FN": 3735, + "FP": 5966, + "IoU": 0.9392213618023707, + "TN": 113312928, + "TP": 149911, + "n_pred": 155877, + "n_ref": 153646 + }, + "10": { + "Dice": 0.8375492232095235, + "FN": 6762, + "FP": 21868, + "IoU": 0.7205029580022259, + "TN": 113370106, + "TP": 73804, + "n_pred": 95672, + "n_ref": 80566 + }, + "11": { + "Dice": 0.6978275181040158, + "FN": 1110, + "FP": 726, + "IoU": 0.5358948432760364, + "TN": 113468584, + "TP": 2120, + "n_pred": 2846, + "n_ref": 3230 + }, + "12": { + "Dice": 0.8151328145961899, + "FN": 1045, + "FP": 333, + "IoU": 0.6879528985507246, + "TN": 113468124, + "TP": 3038, + "n_pred": 3371, + "n_ref": 4083 + }, + "13": { + "Dice": 0.6287164514919377, + "FN": 29931, + "FP": 25515, + "IoU": 0.4584875623834126, + "TN": 113370149, + "TP": 46945, + "n_pred": 72460, + "n_ref": 76876 + }, + "14": { + "Dice": 0.8698976732776905, + "FN": 57909, + "FP": 3616, + "IoU": 0.7697512452705914, + "TN": 113205329, + "TP": 205686, + "n_pred": 209302, + "n_ref": 263595 + }, + "15": { + "Dice": 0.28299275154592735, + "FN": 4607, + "FP": 82936, + "IoU": 0.16481744721853864, + "TN": 113367721, + "TP": 17276, + "n_pred": 100212, + "n_ref": 21883 + }, + "2": { + "Dice": 0.8315554809789774, + "FN": 5673, + "FP": 43516, + "IoU": 0.7116773346463154, + "TN": 113301936, + "TP": 121415, + "n_pred": 164931, + "n_ref": 127088 + }, + "3": { + "Dice": 0.8466261595504899, + "FN": 27710, + "FP": 5837, + "IoU": 0.7340431435661225, + "TN": 113346403, + "TP": 92590, + "n_pred": 98427, + "n_ref": 120300 + }, + "4": { + "Dice": 0.7802640685004003, + "FN": 2342, + "FP": 13851, + "IoU": 0.6396991745099349, + "TN": 113427597, + "TP": 28750, + "n_pred": 42601, + "n_ref": 31092 + }, + "5": { + "Dice": 0.598765328827397, + "FN": 14931, + "FP": 9052, + "IoU": 0.4273126701370648, + "TN": 113430662, + "TP": 17895, + "n_pred": 26947, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9562184642512571, + "FN": 39536, + "FP": 61568, + "IoU": 0.916109771538856, + "TN": 112267346, + "TP": 1104090, + "n_pred": 1165658, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.7762145632923488, + "FN": 65721, + "FP": 22098, + "IoU": 0.6342734110160668, + "TN": 113232418, + "TP": 152303, + "n_pred": 174401, + "n_ref": 218024 + }, + "8": { + "Dice": 0.9124918015001405, + "FN": 29538, + "FP": 5952, + "IoU": 0.8390665953220935, + "TN": 113252014, + "TP": 185036, + "n_pred": 190988, + "n_ref": 214574 + }, + "9": { + "Dice": 0.8908756876899125, + "FN": 17257, + "FP": 4542, + "IoU": 0.8032243796318863, + "TN": 113361759, + "TP": 88982, + "n_pred": 93524, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8197258700920665, + "FN": 4407, + "FP": 49597, + "IoU": 0.6945215940266425, + "TN": 75019943, + "TP": 122781, + "n_pred": 172378, + "n_ref": 127188 + }, + "10": { + "Dice": 0.8228968074237142, + "FN": 21930, + "FP": 11698, + "IoU": 0.6990863779943268, + "TN": 75084975, + "TP": 78125, + "n_pred": 89823, + "n_ref": 100055 + }, + "11": { + "Dice": 0.6998336106489185, + "FN": 1441, + "FP": 363, + "IoU": 0.5382646531865882, + "TN": 75192821, + "TP": 2103, + "n_pred": 2466, + "n_ref": 3544 + }, + "12": { + "Dice": 0.6095409540954095, + "FN": 1413, + "FP": 756, + "IoU": 0.43837389953392025, + "TN": 75192866, + "TP": 1693, + "n_pred": 2449, + "n_ref": 3106 + }, + "13": { + "Dice": 0.6022863553715812, + "FN": 24123, + "FP": 16999, + "IoU": 0.4309082605626981, + "TN": 75124469, + "TP": 31137, + "n_pred": 48136, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9050876305627142, + "FN": 20321, + "FP": 3323, + "IoU": 0.8266301996641712, + "TN": 75060349, + "TP": 112735, + "n_pred": 116058, + "n_ref": 133056 + }, + "15": { + "Dice": 0.7467786826100402, + "FN": 15856, + "FP": 23448, + "IoU": 0.5958873123586264, + "TN": 75099468, + "TP": 57956, + "n_pred": 81404, + "n_ref": 73812 + }, + "2": { + "Dice": 0.873933127543058, + "FN": 6595, + "FP": 33714, + "IoU": 0.7760934531678757, + "TN": 75016702, + "TP": 139717, + "n_pred": 173431, + "n_ref": 146312 + }, + "3": { + "Dice": 0.8654429510882802, + "FN": 30257, + "FP": 6205, + "IoU": 0.7628024980483997, + "TN": 75043008, + "TP": 117258, + "n_pred": 123463, + "n_ref": 147515 + }, + "4": { + "Dice": 0.8860286815238549, + "FN": 2659, + "FP": 3079, + "IoU": 0.7953783610298838, + "TN": 75168686, + "TP": 22304, + "n_pred": 25383, + "n_ref": 24963 + }, + "5": { + "Dice": 0.8623793373336812, + "FN": 1090, + "FP": 1020, + "IoU": 0.7580552688911822, + "TN": 75188007, + "TP": 6611, + "n_pred": 7631, + "n_ref": 7701 + }, + "6": { + "Dice": 0.8944201239407569, + "FN": 25036, + "FP": 265703, + "IoU": 0.8090054308231898, + "TN": 73674491, + "TP": 1231498, + "n_pred": 1497201, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.8927669706047802, + "FN": 15326, + "FP": 17462, + "IoU": 0.8063044967981285, + "TN": 75027452, + "TP": 136488, + "n_pred": 153950, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9143183286397932, + "FN": 11850, + "FP": 1811, + "IoU": 0.8421606008087811, + "TN": 75110178, + "TP": 72889, + "n_pred": 74700, + "n_ref": 84739 + }, + "9": { + "Dice": 0.8075780089153046, + "FN": 17448, + "FP": 11042, + "IoU": 0.6772585669781932, + "TN": 75108453, + "TP": 59785, + "n_pred": 70827, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9723511132917455, + "FN": 7761, + "FP": 4073, + "IoU": 0.9461900128227281, + "TN": 86707950, + "TP": 208088, + "n_pred": 212161, + "n_ref": 215849 + }, + "10": { + "Dice": 0.6837683242148381, + "FN": 8401, + "FP": 47492, + "IoU": 0.5194893397524072, + "TN": 86811552, + "TP": 60427, + "n_pred": 107919, + "n_ref": 68828 + }, + "11": { + "Dice": 0.6537138231127302, + "FN": 975, + "FP": 736, + "IoU": 0.4855682501503307, + "TN": 86924546, + "TP": 1615, + "n_pred": 2351, + "n_ref": 2590 + }, + "12": { + "Dice": 0.6234910564807472, + "FN": 1377, + "FP": 2896, + "IoU": 0.4529509665855844, + "TN": 86920061, + "TP": 3538, + "n_pred": 6434, + "n_ref": 4915 + }, + "13": { + "Dice": 0.5925675512520223, + "FN": 18551, + "FP": 32068, + "IoU": 0.42102734790515733, + "TN": 86840443, + "TP": 36810, + "n_pred": 68878, + "n_ref": 55361 + }, + "14": { + "Dice": 0.838317093112091, + "FN": 20732, + "FP": 3394, + "IoU": 0.7216402067565073, + "TN": 86841200, + "TP": 62546, + "n_pred": 65940, + "n_ref": 83278 + }, + "15": { + "Dice": 0.8569668002308302, + "FN": 31229, + "FP": 12642, + "IoU": 0.7497304543769076, + "TN": 86752577, + "TP": 131424, + "n_pred": 144066, + "n_ref": 162653 + }, + "2": { + "Dice": 0.8807482329585323, + "FN": 21293, + "FP": 6579, + "IoU": 0.7869080566981147, + "TN": 86797074, + "TP": 102926, + "n_pred": 109505, + "n_ref": 124219 + }, + "3": { + "Dice": 0.9013628214147924, + "FN": 11484, + "FP": 23286, + "IoU": 0.8204372098307658, + "TN": 86734235, + "TP": 158867, + "n_pred": 182153, + "n_ref": 170351 + }, + "4": { + "Dice": 0.6419633225458469, + "FN": 4620, + "FP": 8656, + "IoU": 0.4727142743665104, + "TN": 86902694, + "TP": 11902, + "n_pred": 20558, + "n_ref": 16522 + }, + "5": { + "Dice": 0.8362278850835904, + "FN": 321, + "FP": 1697, + "IoU": 0.7185495118549512, + "TN": 86920702, + "TP": 5152, + "n_pred": 6849, + "n_ref": 5473 + }, + "6": { + "Dice": 0.8861618311085854, + "FN": 26626, + "FP": 268244, + "IoU": 0.795592982767477, + "TN": 85485309, + "TP": 1147693, + "n_pred": 1415937, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.53268670136717, + "FN": 641684, + "FP": 27718, + "IoU": 0.36303542117658255, + "TN": 85876947, + "TP": 381523, + "n_pred": 409241, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9395893355284218, + "FN": 3023, + "FP": 3582, + "IoU": 0.8860617560807315, + "TN": 86869902, + "TP": 51365, + "n_pred": 54947, + "n_ref": 54388 + }, + "9": { + "Dice": 0.821998047510576, + "FN": 6555, + "FP": 12590, + "IoU": 0.6977900552486188, + "TN": 86864522, + "TP": 44205, + "n_pred": 56795, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6924117885558124, + "FN": 22714, + "FP": 35701, + "IoU": 0.5295335201829838, + "TN": 37625436, + "TP": 65749, + "n_pred": 101450, + "n_ref": 88463 + }, + "10": { + "Dice": 0.6970340009495848, + "FN": 23276, + "FP": 7991, + "IoU": 0.5349594705138693, + "TN": 37682365, + "TP": 35968, + "n_pred": 43959, + "n_ref": 59244 + }, + "11": { + "Dice": 0.8047994269340975, + "FN": 341, + "FP": 749, + "IoU": 0.6733593047647588, + "TN": 37746263, + "TP": 2247, + "n_pred": 2996, + "n_ref": 2588 + }, + "12": { + "Dice": 0.35316084289143773, + "FN": 2255, + "FP": 170, + "IoU": 0.21444768383543894, + "TN": 37746513, + "TP": 662, + "n_pred": 832, + "n_ref": 2917 + }, + "13": { + "Dice": 0.7018834436776777, + "FN": 14830, + "FP": 10701, + "IoU": 0.5406936998524808, + "TN": 37694014, + "TP": 30055, + "n_pred": 40756, + "n_ref": 44885 + }, + "14": { + "Dice": 0.3980918136911352, + "FN": 41484, + "FP": 136295, + "IoU": 0.2485110052458268, + "TN": 37513031, + "TP": 58790, + "n_pred": 195085, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 43367, + "IoU": 0.0, + "TN": 37706233, + "TP": 0, + "n_pred": 43367, + "n_ref": 0 + }, + "2": { + "Dice": 0.5045802137228002, + "FN": 59223, + "FP": 21306, + "IoU": 0.33741710411558523, + "TN": 37628062, + "TP": 41009, + "n_pred": 62315, + "n_ref": 100232 + }, + "3": { + "Dice": 0.5895619108520271, + "FN": 37069, + "FP": 34818, + "IoU": 0.4179991418185351, + "TN": 37626083, + "TP": 51630, + "n_pred": 86448, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 0, + "IoU": 0.0, + "TN": 37737906, + "TP": 0, + "n_pred": 0, + "n_ref": 11694 + }, + "5": { + "Dice": 0.8081530318506825, + "FN": 1346, + "FP": 2786, + "IoU": 0.6780677834047526, + "TN": 37736765, + "TP": 8703, + "n_pred": 11489, + "n_ref": 10049 + }, + "6": { + "Dice": 0.9317002689851017, + "FN": 71244, + "FP": 27174, + "IoU": 0.8721337672714516, + "TN": 36979905, + "TP": 671277, + "n_pred": 698451, + "n_ref": 742521 + }, + "7": { + "Dice": 0.770506606155003, + "FN": 115752, + "FP": 20982, + "IoU": 0.6266862514367777, + "TN": 37383329, + "TP": 229537, + "n_pred": 250519, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9466551492465688, + "FN": 4112, + "FP": 4225, + "IoU": 0.8987134161898167, + "TN": 37667289, + "TP": 73974, + "n_pred": 78199, + "n_ref": 78086 + }, + "9": { + "Dice": 0.8546591004077235, + "FN": 8760, + "FP": 6889, + "IoU": 0.7462049951346091, + "TN": 37687940, + "TP": 46011, + "n_pred": 52900, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8558716413534937, + "FN": 8259, + "FP": 55654, + "IoU": 0.7480556135904036, + "TN": 75653009, + "TP": 189766, + "n_pred": 245420, + "n_ref": 198025 + }, + "10": { + "Dice": 0.8940288346360338, + "FN": 10367, + "FP": 14227, + "IoU": 0.8083654100889838, + "TN": 75778350, + "TP": 103744, + "n_pred": 117971, + "n_ref": 114111 + }, + "11": { + "Dice": 0.686281632158857, + "FN": 1508, + "FP": 1083, + "IoU": 0.5223963133640553, + "TN": 75901263, + "TP": 2834, + "n_pred": 3917, + "n_ref": 4342 + }, + "12": { + "Dice": 0.7483329748332975, + "FN": 1105, + "FP": 1235, + "IoU": 0.5978690496648909, + "TN": 75900869, + "TP": 3479, + "n_pred": 4714, + "n_ref": 4584 + }, + "13": { + "Dice": 0.7780087964814074, + "FN": 12314, + "FP": 4342, + "IoU": 0.6366729926051959, + "TN": 75860845, + "TP": 29187, + "n_pred": 33529, + "n_ref": 41501 + }, + "14": { + "Dice": 0.8743629406496785, + "FN": 16282, + "FP": 14582, + "IoU": 0.7767716364583183, + "TN": 75768426, + "TP": 107398, + "n_pred": 121980, + "n_ref": 123680 + }, + "15": { + "Dice": 0.7548219474808691, + "FN": 59729, + "FP": 23125, + "IoU": 0.6061959941823436, + "TN": 75696294, + "TP": 127540, + "n_pred": 150665, + "n_ref": 187269 + }, + "2": { + "Dice": 0.625940581102628, + "FN": 101833, + "FP": 6786, + "IoU": 0.45554113053198264, + "TN": 75707189, + "TP": 90880, + "n_pred": 97666, + "n_ref": 192713 + }, + "3": { + "Dice": 0.8120371513721512, + "FN": 7918, + "FP": 104724, + "IoU": 0.6835543319474098, + "TN": 75550728, + "TP": 243318, + "n_pred": 348042, + "n_ref": 251236 + }, + "4": { + "Dice": 0.9090514216980187, + "FN": 2970, + "FP": 2474, + "IoU": 0.8332669749777954, + "TN": 75874037, + "TP": 27207, + "n_pred": 29681, + "n_ref": 30177 + }, + "5": { + "Dice": 0.8957292027515218, + "FN": 579, + "FP": 1528, + "IoU": 0.8111499507035942, + "TN": 75895531, + "TP": 9050, + "n_pred": 10578, + "n_ref": 9629 + }, + "6": { + "Dice": 0.947705457034639, + "FN": 60813, + "FP": 120855, + "IoU": 0.9006085447939411, + "TN": 74078885, + "TP": 1646135, + "n_pred": 1766990, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.8809136984810559, + "FN": 47089, + "FP": 14189, + "IoU": 0.7871722648069102, + "TN": 75618765, + "TP": 226645, + "n_pred": 240834, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9553687918587458, + "FN": 3876, + "FP": 4334, + "IoU": 0.9145512640376349, + "TN": 75810607, + "TP": 87871, + "n_pred": 92205, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8449201599597305, + "FN": 17319, + "FP": 4863, + "IoU": 0.7314820419082666, + "TN": 75824079, + "TP": 60427, + "n_pred": 65290, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.963074285351424, + "FN": 4050, + "FP": 2928, + "IoU": 0.928778476361558, + "TN": 61289774, + "TP": 90998, + "n_pred": 93926, + "n_ref": 95048 + }, + "10": { + "Dice": 0.8166775943255647, + "FN": 9546, + "FP": 21210, + "IoU": 0.6901564530590452, + "TN": 61288487, + "TP": 68507, + "n_pred": 89717, + "n_ref": 78053 + }, + "11": { + "Dice": 0.7807363995413429, + "FN": 278, + "FP": 1443, + "IoU": 0.6403343782654127, + "TN": 61382965, + "TP": 3064, + "n_pred": 4507, + "n_ref": 3342 + }, + "12": { + "Dice": 0.8208293763849319, + "FN": 776, + "FP": 356, + "IoU": 0.6961073825503356, + "TN": 61384025, + "TP": 2593, + "n_pred": 2949, + "n_ref": 3369 + }, + "13": { + "Dice": 0.5639396725696476, + "FN": 15842, + "FP": 20675, + "IoU": 0.392699151837685, + "TN": 61327620, + "TP": 23613, + "n_pred": 44288, + "n_ref": 39455 + }, + "14": { + "Dice": 0.8638013342770658, + "FN": 9101, + "FP": 8987, + "IoU": 0.7602555436266518, + "TN": 61312303, + "TP": 57359, + "n_pred": 66346, + "n_ref": 66460 + }, + "15": { + "Dice": 0.8816662061342913, + "FN": 4442, + "FP": 5836, + "IoU": 0.7883748224102786, + "TN": 61339183, + "TP": 38289, + "n_pred": 44125, + "n_ref": 42731 + }, + "2": { + "Dice": 0.9297530673833073, + "FN": 6540, + "FP": 12594, + "IoU": 0.8687276170090149, + "TN": 61241992, + "TP": 126624, + "n_pred": 139218, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9684657864574805, + "FN": 3495, + "FP": 4979, + "IoU": 0.9388595877315132, + "TN": 61249151, + "TP": 130125, + "n_pred": 135104, + "n_ref": 133620 + }, + "4": { + "Dice": 0.726080476900149, + "FN": 6796, + "FP": 2394, + "IoU": 0.5699578848853533, + "TN": 61366380, + "TP": 12180, + "n_pred": 14574, + "n_ref": 18976 + }, + "5": { + "Dice": 0.5876553495799486, + "FN": 14999, + "FP": 2818, + "IoU": 0.41608494739946905, + "TN": 61357237, + "TP": 12696, + "n_pred": 15514, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9641753768478045, + "FN": 28780, + "FP": 42998, + "IoU": 0.9308287863573373, + "TN": 60350064, + "TP": 965908, + "n_pred": 1008906, + "n_ref": 994688 + }, + "7": { + "Dice": 0.7241811416783944, + "FN": 48661, + "FP": 51488, + "IoU": 0.5676206594336487, + "TN": 61156127, + "TP": 131474, + "n_pred": 182962, + "n_ref": 180135 + }, + "8": { + "Dice": 0.9191397903207668, + "FN": 25645, + "FP": 13181, + "IoU": 0.8503780434229693, + "TN": 61128256, + "TP": 220668, + "n_pred": 233849, + "n_ref": 246313 + }, + "9": { + "Dice": 0.9137252643903188, + "FN": 8308, + "FP": 5177, + "IoU": 0.8411548519329988, + "TN": 61302856, + "TP": 71409, + "n_pred": 76586, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9590520766823739, + "FN": 3765, + "FP": 11755, + "IoU": 0.9213257024671895, + "TN": 39551531, + "TP": 181749, + "n_pred": 193504, + "n_ref": 185514 + }, + "10": { + "Dice": 0.6809197682639849, + "FN": 19569, + "FP": 10668, + "IoU": 0.516208, + "TN": 39686300, + "TP": 32263, + "n_pred": 42931, + "n_ref": 51832 + }, + "11": { + "Dice": 0.8030598958333334, + "FN": 564, + "FP": 646, + "IoU": 0.6709273864563503, + "TN": 39745123, + "TP": 2467, + "n_pred": 3113, + "n_ref": 3031 + }, + "12": { + "Dice": 0.8616723655579732, + "FN": 688, + "FP": 202, + "IoU": 0.7569634079737848, + "TN": 39745138, + "TP": 2772, + "n_pred": 2974, + "n_ref": 3460 + }, + "13": { + "Dice": 0.7131666100543478, + "FN": 10218, + "FP": 16804, + "IoU": 0.5542027550936237, + "TN": 39688185, + "TP": 33593, + "n_pred": 50397, + "n_ref": 43811 + }, + "14": { + "Dice": 0.38167878829631235, + "FN": 13942, + "FP": 48885, + "IoU": 0.23584859763068913, + "TN": 39666582, + "TP": 19391, + "n_pred": 68276, + "n_ref": 33333 + }, + "15": { + "Dice": 0.7304965722006305, + "FN": 7922, + "FP": 24392, + "IoU": 0.5754191412203711, + "TN": 39672692, + "TP": 43794, + "n_pred": 68186, + "n_ref": 51716 + }, + "2": { + "Dice": 0.8340845227682975, + "FN": 5794, + "FP": 38785, + "IoU": 0.7153902140048011, + "TN": 39592168, + "TP": 112053, + "n_pred": 150838, + "n_ref": 117847 + }, + "3": { + "Dice": 0.8287225042301184, + "FN": 36320, + "FP": 4170, + "IoU": 0.7075372891762072, + "TN": 39610355, + "TP": 97955, + "n_pred": 102125, + "n_ref": 134275 + }, + "4": { + "Dice": 0.867479372305268, + "FN": 3955, + "FP": 2100, + "IoU": 0.7659722490627295, + "TN": 39722927, + "TP": 19818, + "n_pred": 21918, + "n_ref": 23773 + }, + "5": { + "Dice": 0.8200366027248696, + "FN": 475, + "FP": 2180, + "IoU": 0.6949678308823529, + "TN": 39740096, + "TP": 6049, + "n_pred": 8229, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9179696035349244, + "FN": 20523, + "FP": 141657, + "IoU": 0.8483769093122269, + "TN": 38679174, + "TP": 907446, + "n_pred": 1049103, + "n_ref": 927969 + }, + "7": { + "Dice": 0.4943096698873772, + "FN": 489891, + "FP": 5639, + "IoU": 0.3282943776695463, + "TN": 39011081, + "TP": 242189, + "n_pred": 247828, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9633884421357575, + "FN": 1314, + "FP": 2351, + "IoU": 0.9293630143586779, + "TN": 39696915, + "TP": 48220, + "n_pred": 50571, + "n_ref": 49534 + }, + "9": { + "Dice": 0.9113631208890905, + "FN": 1447, + "FP": 6369, + "IoU": 0.8371598816617359, + "TN": 39700802, + "TP": 40182, + "n_pred": 46551, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8299691443528434, + "FN": 10074, + "FP": 25524, + "IoU": 0.7093566296538211, + "TN": 101274128, + "TP": 86882, + "n_pred": 112406, + "n_ref": 96956 + }, + "10": { + "Dice": 0.7575708387734218, + "FN": 28719, + "FP": 5632, + "IoU": 0.6097497245038228, + "TN": 101308585, + "TP": 53672, + "n_pred": 59304, + "n_ref": 82391 + }, + "11": { + "Dice": 0.6320552512502977, + "FN": 2875, + "FP": 215, + "IoU": 0.4620473537604457, + "TN": 101390864, + "TP": 2654, + "n_pred": 2869, + "n_ref": 5529 + }, + "12": { + "Dice": 0.6624052004333695, + "FN": 2168, + "FP": 948, + "IoU": 0.4952211242507695, + "TN": 101390435, + "TP": 3057, + "n_pred": 4005, + "n_ref": 5225 + }, + "13": { + "Dice": 0.8818743281128139, + "FN": 8108, + "FP": 3100, + "IoU": 0.7887077010085777, + "TN": 101343563, + "TP": 41837, + "n_pred": 44937, + "n_ref": 49945 + }, + "14": { + "Dice": 0.940177298369599, + "FN": 16318, + "FP": 3947, + "IoU": 0.8871080954609265, + "TN": 101217100, + "TP": 159243, + "n_pred": 163190, + "n_ref": 175561 + }, + "15": { + "Dice": 0.8162674688701878, + "FN": 5438, + "FP": 4212, + "IoU": 0.6895708679148169, + "TN": 101365522, + "TP": 21436, + "n_pred": 25648, + "n_ref": 26874 + }, + "2": { + "Dice": 0.7492962574741742, + "FN": 11249, + "FP": 102838, + "IoU": 0.5990997164212146, + "TN": 101112031, + "TP": 170490, + "n_pred": 273328, + "n_ref": 181739 + }, + "3": { + "Dice": 0.5181938172363408, + "FN": 108482, + "FP": 663, + "IoU": 0.3497041807923069, + "TN": 101228769, + "TP": 58694, + "n_pred": 59357, + "n_ref": 167176 + }, + "4": { + "Dice": 0.8280574536326872, + "FN": 1239, + "FP": 2460, + "IoU": 0.7065683008091385, + "TN": 101384002, + "TP": 8907, + "n_pred": 11367, + "n_ref": 10146 + }, + "5": { + "Dice": 0.7578285045361428, + "FN": 12621, + "FP": 3929, + "IoU": 0.6100836376487219, + "TN": 101354163, + "TP": 25895, + "n_pred": 29824, + "n_ref": 38516 + }, + "6": { + "Dice": 0.8867181490939298, + "FN": 43626, + "FP": 412942, + "IoU": 0.7964902583943623, + "TN": 99153138, + "TP": 1786902, + "n_pred": 2199844, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.6928585741894097, + "FN": 203427, + "FP": 24952, + "IoU": 0.5300563202331003, + "TN": 100910637, + "TP": 257592, + "n_pred": 282544, + "n_ref": 461019 + }, + "8": { + "Dice": 0.8789491605873309, + "FN": 42765, + "FP": 15892, + "IoU": 0.7840404107344695, + "TN": 101124997, + "TP": 212954, + "n_pred": 228846, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9272472670904093, + "FN": 6165, + "FP": 6460, + "IoU": 0.864362530753446, + "TN": 101303529, + "TP": 80454, + "n_pred": 86914, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8072443299825538, + "FN": 46951, + "FP": 34256, + "IoU": 0.6767893461120553, + "TN": 73632253, + "TP": 170044, + "n_pred": 204300, + "n_ref": 216995 + }, + "10": { + "Dice": 0.19380135912641466, + "FN": 53896, + "FP": 128683, + "IoU": 0.1072979210263832, + "TN": 73678980, + "TP": 21945, + "n_pred": 150628, + "n_ref": 75841 + }, + "11": { + "Dice": 0.5976590492873637, + "FN": 2506, + "FP": 2547, + "IoU": 0.42618669089257327, + "TN": 73874698, + "TP": 3753, + "n_pred": 6300, + "n_ref": 6259 + }, + "12": { + "Dice": 0.578566425402755, + "FN": 3063, + "FP": 547, + "IoU": 0.40703022339027595, + "TN": 73877416, + "TP": 2478, + "n_pred": 3025, + "n_ref": 5541 + }, + "13": { + "Dice": 0.006392038658437395, + "FN": 60905, + "FP": 42932, + "IoU": 0.0032062666193086366, + "TN": 73779333, + "TP": 334, + "n_pred": 43266, + "n_ref": 61239 + }, + "14": { + "Dice": 0.5497397537790245, + "FN": 57046, + "FP": 15187, + "IoU": 0.3790628304206174, + "TN": 73767175, + "TP": 44096, + "n_pred": 59283, + "n_ref": 101142 + }, + "15": { + "Dice": 0.8515274553509494, + "FN": 38039, + "FP": 26173, + "IoU": 0.7414434583729284, + "TN": 73635156, + "TP": 184136, + "n_pred": 210309, + "n_ref": 222175 + }, + "2": { + "Dice": 0.551792360849174, + "FN": 113516, + "FP": 12442, + "IoU": 0.3810174355748629, + "TN": 73680012, + "TP": 77534, + "n_pred": 89976, + "n_ref": 191050 + }, + "3": { + "Dice": 0.6633204762562872, + "FN": 29144, + "FP": 131640, + "IoU": 0.49624495959845977, + "TN": 73564333, + "TP": 158387, + "n_pred": 290027, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 16260, + "IoU": 0.0, + "TN": 73819356, + "TP": 0, + "n_pred": 16260, + "n_ref": 47888 + }, + "5": { + "Dice": 0.5698094685645442, + "FN": 8743, + "FP": 898, + "IoU": 0.39841507550230876, + "TN": 73867478, + "TP": 6385, + "n_pred": 7283, + "n_ref": 15128 + }, + "6": { + "Dice": 0.6406257371187032, + "FN": 377318, + "FP": 1108153, + "IoU": 0.47126516560704074, + "TN": 71074022, + "TP": 1324011, + "n_pred": 2432164, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.41024534759973535, + "FN": 115547, + "FP": 48485, + "IoU": 0.2580557616109714, + "TN": 73662420, + "TP": 57052, + "n_pred": 105537, + "n_ref": 172599 + }, + "8": { + "Dice": 0.8319801038695048, + "FN": 11203, + "FP": 16361, + "IoU": 0.7122995991983968, + "TN": 73787696, + "TP": 68244, + "n_pred": 84605, + "n_ref": 79447 + }, + "9": { + "Dice": 0.7750245960666579, + "FN": 13769, + "FP": 30593, + "IoU": 0.6326858429794492, + "TN": 73762730, + "TP": 76412, + "n_pred": 107005, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.919913518549461, + "FN": 5660, + "FP": 25974, + "IoU": 0.8517035759155431, + "TN": 69282460, + "TP": 181682, + "n_pred": 207656, + "n_ref": 187342 + }, + "10": { + "Dice": 0.7248317231983945, + "FN": 17992, + "FP": 19577, + "IoU": 0.5684204480183802, + "TN": 69408726, + "TP": 49481, + "n_pred": 69058, + "n_ref": 67473 + }, + "11": { + "Dice": 0.789129866736347, + "FN": 441, + "FP": 1173, + "IoU": 0.6517047906776003, + "TN": 69491142, + "TP": 3020, + "n_pred": 4193, + "n_ref": 3461 + }, + "12": { + "Dice": 0.6243309706350354, + "FN": 994, + "FP": 1603, + "IoU": 0.45383806519453207, + "TN": 69491021, + "TP": 2158, + "n_pred": 3761, + "n_ref": 3152 + }, + "13": { + "Dice": 0.6887530177390574, + "FN": 25324, + "FP": 22120, + "IoU": 0.5252656647121215, + "TN": 69395838, + "TP": 52494, + "n_pred": 74614, + "n_ref": 77818 + }, + "14": { + "Dice": 0.8820571519071633, + "FN": 28508, + "FP": 4259, + "IoU": 0.7890002189395598, + "TN": 69340482, + "TP": 122527, + "n_pred": 126786, + "n_ref": 151035 + }, + "15": { + "Dice": 0.7340056146572104, + "FN": 14512, + "FP": 43096, + "IoU": 0.5797858372479795, + "TN": 69358684, + "TP": 79484, + "n_pred": 122580, + "n_ref": 93996 + }, + "2": { + "Dice": 0.9393697210071995, + "FN": 8517, + "FP": 9766, + "IoU": 0.8856712273943821, + "TN": 69335860, + "TP": 141633, + "n_pred": 151399, + "n_ref": 150150 + }, + "3": { + "Dice": 0.9319659829914958, + "FN": 19803, + "FP": 2501, + "IoU": 0.8725995316159251, + "TN": 69320706, + "TP": 152766, + "n_pred": 155267, + "n_ref": 172569 + }, + "4": { + "Dice": 0.5706597656192562, + "FN": 17714, + "FP": 11485, + "IoU": 0.3992469755575673, + "TN": 69447172, + "TP": 19405, + "n_pred": 30890, + "n_ref": 37119 + }, + "5": { + "Dice": 0.8853328956726297, + "FN": 2910, + "FP": 1282, + "IoU": 0.7942576687116565, + "TN": 69475401, + "TP": 16183, + "n_pred": 17465, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9271685924728372, + "FN": 105401, + "FP": 105791, + "IoU": 0.8642258102882417, + "TN": 67940311, + "TP": 1344273, + "n_pred": 1450064, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.8452650964710762, + "FN": 23609, + "FP": 82340, + "IoU": 0.7319992613784398, + "TN": 69100445, + "TP": 289382, + "n_pred": 371722, + "n_ref": 312991 + }, + "8": { + "Dice": 0.9257705174336395, + "FN": 8155, + "FP": 4759, + "IoU": 0.8617995804974102, + "TN": 69402332, + "TP": 80530, + "n_pred": 85289, + "n_ref": 88685 + }, + "9": { + "Dice": 0.8794101093397246, + "FN": 10838, + "FP": 8231, + "IoU": 0.7847742663656885, + "TN": 69407176, + "TP": 69531, + "n_pred": 77762, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8650153271554913, + "FN": 6011, + "FP": 55285, + "IoU": 0.7621383335402956, + "TN": 50575856, + "TP": 196400, + "n_pred": 251685, + "n_ref": 202411 + }, + "10": { + "Dice": 0.8066744635134767, + "FN": 16522, + "FP": 11910, + "IoU": 0.6759886039886039, + "TN": 50745802, + "TP": 59318, + "n_pred": 71228, + "n_ref": 75840 + }, + "11": { + "Dice": 0.8512498083116087, + "FN": 1178, + "FP": 762, + "IoU": 0.7410225604058203, + "TN": 50826061, + "TP": 5551, + "n_pred": 6313, + "n_ref": 6729 + }, + "12": { + "Dice": 0.6148545951970817, + "FN": 3265, + "FP": 536, + "IoU": 0.44389173372348206, + "TN": 50826717, + "TP": 3034, + "n_pred": 3570, + "n_ref": 6299 + }, + "13": { + "Dice": 0.5938249561279149, + "FN": 9518, + "FP": 43485, + "IoU": 0.4222980337446048, + "TN": 50741804, + "TP": 38745, + "n_pred": 82230, + "n_ref": 48263 + }, + "14": { + "Dice": 0.671316495419345, + "FN": 17579, + "FP": 14890, + "IoU": 0.5052493638289118, + "TN": 50767925, + "TP": 33158, + "n_pred": 48048, + "n_ref": 50737 + }, + "15": { + "Dice": 0.4198232044198895, + "FN": 15759, + "FP": 36747, + "IoU": 0.26568116023103927, + "TN": 50762049, + "TP": 18997, + "n_pred": 55744, + "n_ref": 34756 + }, + "2": { + "Dice": 0.8540441239152302, + "FN": 11701, + "FP": 56785, + "IoU": 0.745267895333916, + "TN": 50564697, + "TP": 200369, + "n_pred": 257154, + "n_ref": 212070 + }, + "3": { + "Dice": 0.8037163046322953, + "FN": 58798, + "FP": 11702, + "IoU": 0.6718442353970685, + "TN": 50618715, + "TP": 144337, + "n_pred": 156039, + "n_ref": 203135 + }, + "4": { + "Dice": 0.8549179108179158, + "FN": 729, + "FP": 5121, + "IoU": 0.7465996707961535, + "TN": 50810466, + "TP": 17236, + "n_pred": 22357, + "n_ref": 17965 + }, + "5": { + "Dice": 0.8837559817626889, + "FN": 1117, + "FP": 1968, + "IoU": 0.7917229273561976, + "TN": 50818740, + "TP": 11727, + "n_pred": 13695, + "n_ref": 12844 + }, + "6": { + "Dice": 0.8864825777118979, + "FN": 106196, + "FP": 429113, + "IoU": 0.7961101999556652, + "TN": 48208070, + "TP": 2090173, + "n_pred": 2519286, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.6931342742500268, + "FN": 18047, + "FP": 168176, + "IoU": 0.5303791052078106, + "TN": 50437013, + "TP": 210316, + "n_pred": 378492, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9603966671379608, + "FN": 4431, + "FP": 3692, + "IoU": 0.9238106850754109, + "TN": 50726936, + "TP": 98493, + "n_pred": 102185, + "n_ref": 102924 + }, + "9": { + "Dice": 0.8973382659751356, + "FN": 15548, + "FP": 7235, + "IoU": 0.8137928779841933, + "TN": 50711199, + "TP": 99570, + "n_pred": 106805, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8832370170700914, + "FN": 33211, + "FP": 14048, + "IoU": 0.7908903057951071, + "TN": 76658859, + "TP": 178742, + "n_pred": 192790, + "n_ref": 211953 + }, + "10": { + "Dice": 0.691479557081224, + "FN": 13190, + "FP": 33006, + "IoU": 0.5284438319808095, + "TN": 76786895, + "TP": 51769, + "n_pred": 84775, + "n_ref": 64959 + }, + "11": { + "Dice": 0.7522349936143039, + "FN": 518, + "FP": 1034, + "IoU": 0.6028659160696008, + "TN": 76880952, + "TP": 2356, + "n_pred": 3390, + "n_ref": 2874 + }, + "12": { + "Dice": 0.7718606180144642, + "FN": 848, + "FP": 193, + "IoU": 0.6284796573875803, + "TN": 76882058, + "TP": 1761, + "n_pred": 1954, + "n_ref": 2609 + }, + "13": { + "Dice": 0.5370423435536844, + "FN": 18419, + "FP": 23587, + "IoU": 0.36709356637034807, + "TN": 76818490, + "TP": 24364, + "n_pred": 47951, + "n_ref": 42783 + }, + "14": { + "Dice": 0.7596701244918829, + "FN": 6849, + "FP": 40390, + "IoU": 0.6124742614787652, + "TN": 76762961, + "TP": 74660, + "n_pred": 115050, + "n_ref": 81509 + }, + "15": { + "Dice": 0.5592163646779973, + "FN": 15124, + "FP": 24115, + "IoU": 0.3881334788710432, + "TN": 76820730, + "TP": 24891, + "n_pred": 49006, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9073957850119609, + "FN": 4137, + "FP": 16225, + "IoU": 0.8304890028471055, + "TN": 76764738, + "TP": 99760, + "n_pred": 115985, + "n_ref": 103897 + }, + "3": { + "Dice": 0.90951773953686, + "FN": 11788, + "FP": 5248, + "IoU": 0.8340509263769019, + "TN": 76782202, + "TP": 85622, + "n_pred": 90870, + "n_ref": 97410 + }, + "4": { + "Dice": 0.8250927412657106, + "FN": 2529, + "FP": 6948, + "IoU": 0.7022620169651272, + "TN": 76853030, + "TP": 22353, + "n_pred": 29301, + "n_ref": 24882 + }, + "5": { + "Dice": 0.9029911337728557, + "FN": 1853, + "FP": 1134, + "IoU": 0.8231393214518326, + "TN": 76867971, + "TP": 13902, + "n_pred": 15036, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9183122845877526, + "FN": 20787, + "FP": 176737, + "IoU": 0.8489624791918524, + "TN": 75577079, + "TP": 1110257, + "n_pred": 1286994, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.7227196811087083, + "FN": 24631, + "FP": 80128, + "IoU": 0.5658269922580859, + "TN": 76643576, + "TP": 136525, + "n_pred": 216653, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9422482239866277, + "FN": 4025, + "FP": 4958, + "IoU": 0.890802781289507, + "TN": 76802596, + "TP": 73281, + "n_pred": 78239, + "n_ref": 77306 + }, + "9": { + "Dice": 0.9127252892111184, + "FN": 11449, + "FP": 3911, + "IoU": 0.8394615272058362, + "TN": 76789182, + "TP": 80318, + "n_pred": 84229, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8007997543716007, + "FN": 15030, + "FP": 39468, + "IoU": 0.6677781774068678, + "TN": 130835891, + "TP": 109543, + "n_pred": 149011, + "n_ref": 124573 + }, + "10": { + "Dice": 0.5102147721320063, + "FN": 9350, + "FP": 83215, + "IoU": 0.34247538677918427, + "TN": 130859154, + "TP": 48213, + "n_pred": 131428, + "n_ref": 57563 + }, + "11": { + "Dice": 0.7561498417883026, + "FN": 1864, + "FP": 525, + "IoU": 0.6079107172164779, + "TN": 130993839, + "TP": 3704, + "n_pred": 4229, + "n_ref": 5568 + }, + "12": { + "Dice": 0.7546373096063942, + "FN": 2298, + "FP": 956, + "IoU": 0.6059578590457738, + "TN": 130991674, + "TP": 5004, + "n_pred": 5960, + "n_ref": 7302 + }, + "13": { + "Dice": 0.43942055228610233, + "FN": 54150, + "FP": 7766, + "IoU": 0.28157525266003736, + "TN": 130913749, + "TP": 24267, + "n_pred": 32033, + "n_ref": 78417 + }, + "14": { + "Dice": 0.007229452954643715, + "FN": 942672, + "FP": 5681, + "IoU": 0.003627840127084721, + "TN": 130048126, + "TP": 3453, + "n_pred": 9134, + "n_ref": 946125 + }, + "15": { + "Dice": 0.04852783774468008, + "FN": 22635, + "FP": 82261, + "IoU": 0.02486729694806221, + "TN": 130892361, + "TP": 2675, + "n_pred": 84936, + "n_ref": 25310 + }, + "2": { + "Dice": 0.5125419217109988, + "FN": 141066, + "FP": 6898, + "IoU": 0.34457570884993777, + "TN": 130774179, + "TP": 77789, + "n_pred": 84687, + "n_ref": 218855 + }, + "3": { + "Dice": 0.7693301147173671, + "FN": 16767, + "FP": 142908, + "IoU": 0.6251311776762006, + "TN": 130573983, + "TP": 266274, + "n_pred": 409182, + "n_ref": 283041 + }, + "4": { + "Dice": 0.004202064492555038, + "FN": 2257, + "FP": 8644, + "IoU": 0.0021054558769681435, + "TN": 130989008, + "TP": 23, + "n_pred": 8667, + "n_ref": 2280 + }, + "5": { + "Dice": 0.6648456705818082, + "FN": 11549, + "FP": 721, + "IoU": 0.4979541734860884, + "TN": 130975492, + "TP": 12170, + "n_pred": 12891, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8403754245798084, + "FN": 74996, + "FP": 456093, + "IoU": 0.7246961149260718, + "TN": 129070831, + "TP": 1398012, + "n_pred": 1854105, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.5454995420322541, + "FN": 97163, + "FP": 80978, + "IoU": 0.3750425371432581, + "TN": 130714887, + "TP": 106904, + "n_pred": 187882, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9389883787388074, + "FN": 7733, + "FP": 7639, + "IoU": 0.8849934910445751, + "TN": 130866270, + "TP": 118290, + "n_pred": 125929, + "n_ref": 126023 + }, + "9": { + "Dice": 0.7455868752261852, + "FN": 10864, + "FP": 20771, + "IoU": 0.5943710732145147, + "TN": 130921942, + "TP": 46355, + "n_pred": 67126, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9506374632232756, + "FN": 3619, + "FP": 1968, + "IoU": 0.9059190031152647, + "TN": 74367313, + "TP": 53798, + "n_pred": 55766, + "n_ref": 57417 + }, + "10": { + "Dice": 0.672419083802148, + "FN": 32758, + "FP": 12078, + "IoU": 0.506499510197792, + "TN": 74335845, + "TP": 46017, + "n_pred": 58095, + "n_ref": 78775 + }, + "11": { + "Dice": 0.7590226406635283, + "FN": 695, + "FP": 380, + "IoU": 0.6116329479768786, + "TN": 74423930, + "TP": 1693, + "n_pred": 2073, + "n_ref": 2388 + }, + "12": { + "Dice": 0.6639887527615987, + "FN": 804, + "FP": 869, + "IoU": 0.49699338544798555, + "TN": 74423372, + "TP": 1653, + "n_pred": 2522, + "n_ref": 2457 + }, + "13": { + "Dice": 0.5121966459223714, + "FN": 62340, + "FP": 15730, + "IoU": 0.34426367202264463, + "TN": 74307641, + "TP": 40987, + "n_pred": 56717, + "n_ref": 103327 + }, + "14": { + "Dice": 0.840234867143664, + "FN": 45182, + "FP": 2625, + "IoU": 0.7244870908252651, + "TN": 74253178, + "TP": 125713, + "n_pred": 128338, + "n_ref": 170895 + }, + "15": { + "Dice": 0.24014491820764866, + "FN": 9160, + "FP": 73475, + "IoU": 0.13645721212627884, + "TN": 74331005, + "TP": 13058, + "n_pred": 86533, + "n_ref": 22218 + }, + "2": { + "Dice": 0.9219824558537661, + "FN": 5871, + "FP": 13233, + "IoU": 0.8552573757822799, + "TN": 74294712, + "TP": 112882, + "n_pred": 126115, + "n_ref": 118753 + }, + "3": { + "Dice": 0.92502232357, + "FN": 5846, + "FP": 14474, + "IoU": 0.860503751707662, + "TN": 74281031, + "TP": 125347, + "n_pred": 139821, + "n_ref": 131193 + }, + "4": { + "Dice": 0.6812762672613432, + "FN": 14574, + "FP": 290, + "IoU": 0.5166178861788618, + "TN": 74395948, + "TP": 15886, + "n_pred": 16176, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9604075045412573, + "FN": 15464, + "FP": 56441, + "IoU": 0.9238307401569464, + "TN": 73482682, + "TP": 872111, + "n_pred": 928552, + "n_ref": 887575 + }, + "7": { + "Dice": 0.6915076239523377, + "FN": 47793, + "FP": 43857, + "IoU": 0.528476616761846, + "TN": 74232328, + "TP": 102720, + "n_pred": 146577, + "n_ref": 150513 + }, + "8": { + "Dice": 0.9208417292544422, + "FN": 3017, + "FP": 3897, + "IoU": 0.8532962719344777, + "TN": 74379569, + "TP": 40215, + "n_pred": 44112, + "n_ref": 43232 + }, + "9": { + "Dice": 0.8073846547641902, + "FN": 8538, + "FP": 3502, + "IoU": 0.6769866394806031, + "TN": 74389424, + "TP": 25234, + "n_pred": 28736, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9661464821748789, + "FN": 2743, + "FP": 6904, + "IoU": 0.9345100302094295, + "TN": 106499383, + "TP": 137658, + "n_pred": 144562, + "n_ref": 140401 + }, + "10": { + "Dice": 0.8228311526733905, + "FN": 18657, + "FP": 16089, + "IoU": 0.698991614110472, + "TN": 106531256, + "TP": 80686, + "n_pred": 96775, + "n_ref": 99343 + }, + "11": { + "Dice": 0.509494595384166, + "FN": 2907, + "FP": 451, + "IoU": 0.3418267346138769, + "TN": 106641586, + "TP": 1744, + "n_pred": 2195, + "n_ref": 4651 + }, + "12": { + "Dice": 0.7370271020257145, + "FN": 1486, + "FP": 1357, + "IoU": 0.5835652556027537, + "TN": 106639861, + "TP": 3984, + "n_pred": 5341, + "n_ref": 5470 + }, + "13": { + "Dice": 0.6934494183368743, + "FN": 17606, + "FP": 3027, + "IoU": 0.5307482374346145, + "TN": 106602718, + "TP": 23337, + "n_pred": 26364, + "n_ref": 40943 + }, + "14": { + "Dice": 0.8879556614578533, + "FN": 2805, + "FP": 14217, + "IoU": 0.798489440287906, + "TN": 106562216, + "TP": 67450, + "n_pred": 81667, + "n_ref": 70255 + }, + "15": { + "Dice": 0.30285530959255696, + "FN": 3905, + "FP": 100399, + "IoU": 0.1784499054820416, + "TN": 106519728, + "TP": 22656, + "n_pred": 123055, + "n_ref": 26561 + }, + "2": { + "Dice": 0.2950111928365846, + "FN": 153463, + "FP": 5261, + "IoU": 0.1730282284535309, + "TN": 106454754, + "TP": 33210, + "n_pred": 38471, + "n_ref": 186673 + }, + "3": { + "Dice": 0.6158834139729706, + "FN": 2134, + "FP": 182923, + "IoU": 0.44496498357902314, + "TN": 106313273, + "TP": 148358, + "n_pred": 331281, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8782353215501563, + "FN": 667, + "FP": 1944, + "IoU": 0.782905130123888, + "TN": 106634661, + "TP": 9416, + "n_pred": 11360, + "n_ref": 10083 + }, + "5": { + "Dice": 0.7724840099203759, + "FN": 1483, + "FP": 260, + "IoU": 0.6293066780093577, + "TN": 106641986, + "TP": 2959, + "n_pred": 3219, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9737058291756979, + "FN": 33404, + "FP": 33523, + "IoU": 0.9487589980109056, + "TN": 105340566, + "TP": 1239195, + "n_pred": 1272718, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.9212189736968762, + "FN": 35379, + "FP": 16182, + "IoU": 0.8539443605657422, + "TN": 106293665, + "TP": 301462, + "n_pred": 317644, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9499138150272683, + "FN": 3798, + "FP": 3292, + "IoU": 0.9046055729720275, + "TN": 106572365, + "TP": 67233, + "n_pred": 70525, + "n_ref": 71031 + }, + "9": { + "Dice": 0.8848993627996359, + "FN": 15092, + "FP": 3116, + "IoU": 0.7935600907029479, + "TN": 106558488, + "TP": 69992, + "n_pred": 73108, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9488593900138795, + "FN": 8103, + "FP": 7704, + "IoU": 0.9026950162513543, + "TN": 107964480, + "TP": 146641, + "n_pred": 154345, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8091250891333002, + "FN": 6250, + "FP": 29084, + "IoU": 0.67943751417555, + "TN": 108016703, + "TP": 74891, + "n_pred": 103975, + "n_ref": 81141 + }, + "11": { + "Dice": 0.7359380262714719, + "FN": 852, + "FP": 716, + "IoU": 0.5822009059419131, + "TN": 108123175, + "TP": 2185, + "n_pred": 2901, + "n_ref": 3037 + }, + "12": { + "Dice": 0.7674447326170186, + "FN": 867, + "FP": 1016, + "IoU": 0.6226452905811624, + "TN": 108121938, + "TP": 3107, + "n_pred": 4123, + "n_ref": 3974 + }, + "13": { + "Dice": 0.759873942140859, + "FN": 23773, + "FP": 10134, + "IoU": 0.61273927543515, + "TN": 108039372, + "TP": 53649, + "n_pred": 63783, + "n_ref": 77422 + }, + "14": { + "Dice": 0.6649291114438345, + "FN": 3921, + "FP": 32333, + "IoU": 0.49804779442306096, + "TN": 108054702, + "TP": 35972, + "n_pred": 68305, + "n_ref": 39893 + }, + "15": { + "Dice": 0.2784994672996766, + "FN": 4881, + "FP": 110922, + "IoU": 0.16177716010510088, + "TN": 107988775, + "TP": 22350, + "n_pred": 133272, + "n_ref": 27231 + }, + "2": { + "Dice": 0.8453772497703097, + "FN": 31216, + "FP": 27014, + "IoU": 0.7321674976542233, + "TN": 107909516, + "TP": 159182, + "n_pred": 186196, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9214294703000976, + "FN": 6200, + "FP": 26891, + "IoU": 0.8543061811233362, + "TN": 107899801, + "TP": 194036, + "n_pred": 220927, + "n_ref": 200236 + }, + "4": { + "Dice": 0.9102741448692153, + "FN": 4355, + "FP": 1353, + "IoU": 0.8353239859211817, + "TN": 108092266, + "TP": 28954, + "n_pred": 30307, + "n_ref": 33309 + }, + "5": { + "Dice": 0.625729959299239, + "FN": 2109, + "FP": 6, + "IoU": 0.4553180530517641, + "TN": 108123045, + "TP": 1768, + "n_pred": 1774, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9717240507822044, + "FN": 37555, + "FP": 46356, + "IoU": 0.9450031886104017, + "TN": 106601185, + "TP": 1441832, + "n_pred": 1488188, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.8286383391554341, + "FN": 23206, + "FP": 73236, + "IoU": 0.707414598628724, + "TN": 107797308, + "TP": 233178, + "n_pred": 306414, + "n_ref": 256384 + }, + "8": { + "Dice": 0.942469280549904, + "FN": 2175, + "FP": 2830, + "IoU": 0.8911980174344036, + "TN": 108080927, + "TP": 40996, + "n_pred": 43826, + "n_ref": 43171 + }, + "9": { + "Dice": 0.9051479764295572, + "FN": 6977, + "FP": 4500, + "IoU": 0.8267308795555421, + "TN": 108060690, + "TP": 54761, + "n_pred": 59261, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7794341217685348, + "FN": 12470, + "FP": 50931, + "IoU": 0.6385842302079533, + "TN": 62394736, + "TP": 112023, + "n_pred": 162954, + "n_ref": 124493 + }, + "10": { + "Dice": 0.7737454294187084, + "FN": 5397, + "FP": 26037, + "IoU": 0.6309827078172875, + "TN": 62484977, + "TP": 53749, + "n_pred": 79786, + "n_ref": 59146 + }, + "11": { + "Dice": 0.6929383760909812, + "FN": 742, + "FP": 419, + "IoU": 0.5301497369486038, + "TN": 62567689, + "TP": 1310, + "n_pred": 1729, + "n_ref": 2052 + }, + "12": { + "Dice": 0.6662303664921466, + "FN": 1213, + "FP": 1847, + "IoU": 0.49950932286555444, + "TN": 62564046, + "TP": 3054, + "n_pred": 4901, + "n_ref": 4267 + }, + "13": { + "Dice": 0.7500340769685129, + "FN": 8694, + "FP": 13312, + "IoU": 0.6000436197088385, + "TN": 62515139, + "TP": 33015, + "n_pred": 46327, + "n_ref": 41709 + }, + "14": { + "Dice": 0.6282667676681791, + "FN": 191877, + "FP": 489, + "IoU": 0.4580094386137916, + "TN": 62215235, + "TP": 162559, + "n_pred": 163048, + "n_ref": 354436 + }, + "15": { + "Dice": 0.4879528687841423, + "FN": 40112, + "FP": 67401, + "IoU": 0.3227100919742976, + "TN": 62411420, + "TP": 51227, + "n_pred": 118628, + "n_ref": 91339 + }, + "2": { + "Dice": 0.7959220964588986, + "FN": 51583, + "FP": 7610, + "IoU": 0.6610220934361077, + "TN": 62395538, + "TP": 115429, + "n_pred": 123039, + "n_ref": 167012 + }, + "3": { + "Dice": 0.8572729382383167, + "FN": 6225, + "FP": 58354, + "IoU": 0.7501992093516219, + "TN": 62311638, + "TP": 193943, + "n_pred": 252297, + "n_ref": 200168 + }, + "4": { + "Dice": 0.9117034300564875, + "FN": 2256, + "FP": 1855, + "IoU": 0.8377343595816065, + "TN": 62544825, + "TP": 21224, + "n_pred": 23079, + "n_ref": 23480 + }, + "5": { + "Dice": 0.6678074548024701, + "FN": 3687, + "FP": 778, + "IoU": 0.501284485647269, + "TN": 62561207, + "TP": 4488, + "n_pred": 5266, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9439429085910699, + "FN": 34310, + "FP": 134731, + "IoU": 0.893837005849481, + "TN": 60977882, + "TP": 1423237, + "n_pred": 1557968, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.878306191391934, + "FN": 25032, + "FP": 19961, + "IoU": 0.7830177760202163, + "TN": 62362802, + "TP": 162365, + "n_pred": 182326, + "n_ref": 187397 + }, + "8": { + "Dice": 0.8271237521190431, + "FN": 4256, + "FP": 23278, + "IoU": 0.7052097385494958, + "TN": 62476758, + "TP": 65868, + "n_pred": 89146, + "n_ref": 70124 + }, + "9": { + "Dice": 0.8021025636361983, + "FN": 5496, + "FP": 16265, + "IoU": 0.6695920195563384, + "TN": 62504299, + "TP": 44100, + "n_pred": 60365, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8708956519490689, + "FN": 44940, + "FP": 24962, + "IoU": 0.7713154709327052, + "TN": 55075578, + "TP": 235768, + "n_pred": 260730, + "n_ref": 280708 + }, + "10": { + "Dice": 0.83619997906709, + "FN": 4665, + "FP": 23505, + "IoU": 0.7185083038551472, + "TN": 55281174, + "TP": 71904, + "n_pred": 95409, + "n_ref": 76569 + }, + "11": { + "Dice": 0.6830433299215285, + "FN": 1324, + "FP": 1463, + "IoU": 0.5186528497409326, + "TN": 55375458, + "TP": 3003, + "n_pred": 4466, + "n_ref": 4327 + }, + "12": { + "Dice": 0.7928838128706347, + "FN": 1118, + "FP": 768, + "IoU": 0.6568413391557496, + "TN": 55375752, + "TP": 3610, + "n_pred": 4378, + "n_ref": 4728 + }, + "13": { + "Dice": 0.7371496278072738, + "FN": 14121, + "FP": 14940, + "IoU": 0.5837188981679104, + "TN": 55311437, + "TP": 40750, + "n_pred": 55690, + "n_ref": 54871 + }, + "14": { + "Dice": 0.8925638769272425, + "FN": 9478, + "FP": 11155, + "IoU": 0.8059732370393358, + "TN": 55274907, + "TP": 85708, + "n_pred": 96863, + "n_ref": 95186 + }, + "15": { + "Dice": 0.8236868485338057, + "FN": 3226, + "FP": 33006, + "IoU": 0.7002275265792413, + "TN": 55260383, + "TP": 84633, + "n_pred": 117639, + "n_ref": 87859 + }, + "2": { + "Dice": 0.7427080566795294, + "FN": 76518, + "FP": 5827, + "IoU": 0.5907204453390988, + "TN": 55180053, + "TP": 118850, + "n_pred": 124677, + "n_ref": 195368 + }, + "3": { + "Dice": 0.8075480899734533, + "FN": 8366, + "FP": 75294, + "IoU": 0.6772164841058248, + "TN": 55122065, + "TP": 175523, + "n_pred": 250817, + "n_ref": 183889 + }, + "4": { + "Dice": 0.7988293284041897, + "FN": 2223, + "FP": 389, + "IoU": 0.6650423185432162, + "TN": 55373450, + "TP": 5186, + "n_pred": 5575, + "n_ref": 7409 + }, + "5": { + "Dice": 0.7300296670695527, + "FN": 2318, + "FP": 139, + "IoU": 0.5748399377054854, + "TN": 55375469, + "TP": 3322, + "n_pred": 3461, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9497949024753833, + "FN": 62055, + "FP": 89835, + "IoU": 0.9043899184207876, + "TN": 53792608, + "TP": 1436750, + "n_pred": 1526585, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.9117229902789581, + "FN": 21299, + "FP": 8514, + "IoU": 0.8377673902278429, + "TN": 55197481, + "TP": 153954, + "n_pred": 162468, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9396333623657251, + "FN": 1741, + "FP": 4081, + "IoU": 0.8861400661021258, + "TN": 55330115, + "TP": 45311, + "n_pred": 49392, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8827038179478275, + "FN": 7705, + "FP": 3779, + "IoU": 0.7900356522534052, + "TN": 55326553, + "TP": 43211, + "n_pred": 46990, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9552044564023952, + "FN": 16436, + "FP": 9104, + "IoU": 0.9142501250658904, + "TN": 110848772, + "TP": 272303, + "n_pred": 281407, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8058383514974734, + "FN": 11550, + "FP": 22531, + "IoU": 0.6748151328657984, + "TN": 111041810, + "TP": 70724, + "n_pred": 93255, + "n_ref": 82274 + }, + "11": { + "Dice": 0.7565735655019282, + "FN": 397, + "FP": 1686, + "IoU": 0.6084586466165414, + "TN": 111141295, + "TP": 3237, + "n_pred": 4923, + "n_ref": 3634 + }, + "12": { + "Dice": 0.8228365777850483, + "FN": 589, + "FP": 494, + "IoU": 0.6989994441356309, + "TN": 111143017, + "TP": 2515, + "n_pred": 3009, + "n_ref": 3104 + }, + "13": { + "Dice": 0.7247545219638243, + "FN": 17016, + "FP": 17603, + "IoU": 0.5683254984600421, + "TN": 111066418, + "TP": 45578, + "n_pred": 63181, + "n_ref": 62594 + }, + "14": { + "Dice": 0.8692174107893115, + "FN": 2325, + "FP": 9348, + "IoU": 0.7686865884590995, + "TN": 111096151, + "TP": 38791, + "n_pred": 48139, + "n_ref": 41116 + }, + "15": { + "Dice": 0.2890535092857389, + "FN": 4391, + "FP": 98778, + "IoU": 0.16894362906993604, + "TN": 111022473, + "TP": 20973, + "n_pred": 119751, + "n_ref": 25364 + }, + "2": { + "Dice": 0.8636542729935252, + "FN": 24368, + "FP": 17158, + "IoU": 0.7600277384495362, + "TN": 110973570, + "TP": 131519, + "n_pred": 148677, + "n_ref": 155887 + }, + "3": { + "Dice": 0.9157761342093859, + "FN": 21624, + "FP": 19383, + "IoU": 0.8446374988633952, + "TN": 110882671, + "TP": 222937, + "n_pred": 242320, + "n_ref": 244561 + }, + "4": { + "Dice": 0.8920821881952624, + "FN": 1797, + "FP": 2326, + "IoU": 0.8051880551880551, + "TN": 111125451, + "TP": 17041, + "n_pred": 19367, + "n_ref": 18838 + }, + "5": { + "Dice": 0.8402003885083325, + "FN": 658, + "FP": 905, + "IoU": 0.7244358251057827, + "TN": 111140943, + "TP": 4109, + "n_pred": 5014, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9753840343648507, + "FN": 23602, + "FP": 56178, + "IoU": 0.951950845076106, + "TN": 109486232, + "TP": 1580603, + "n_pred": 1636781, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.3613559125105295, + "FN": 285397, + "FP": 44402, + "IoU": 0.22052129273792134, + "TN": 110723513, + "TP": 93303, + "n_pred": 137705, + "n_ref": 378700 + }, + "8": { + "Dice": 0.8823594260416485, + "FN": 4513, + "FP": 15762, + "IoU": 0.7894840672405021, + "TN": 111050304, + "TP": 76036, + "n_pred": 91798, + "n_ref": 80549 + }, + "9": { + "Dice": 0.8936807314569817, + "FN": 8400, + "FP": 2891, + "IoU": 0.8077964082049536, + "TN": 111087870, + "TP": 47454, + "n_pred": 50345, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9685222829949018, + "FN": 6611, + "FP": 6102, + "IoU": 0.938965783775739, + "TN": 96912732, + "TP": 195580, + "n_pred": 201682, + "n_ref": 202191 + }, + "10": { + "Dice": 0.8729065487364138, + "FN": 9067, + "FP": 9958, + "IoU": 0.774475752438981, + "TN": 97036666, + "TP": 65334, + "n_pred": 75292, + "n_ref": 74401 + }, + "11": { + "Dice": 0.7474888392857143, + "FN": 1233, + "FP": 577, + "IoU": 0.5967921586099354, + "TN": 97116536, + "TP": 2679, + "n_pred": 3256, + "n_ref": 3912 + }, + "12": { + "Dice": 0.6543945520323473, + "FN": 2208, + "FP": 1040, + "IoU": 0.4863197849122252, + "TN": 97114702, + "TP": 3075, + "n_pred": 4115, + "n_ref": 5283 + }, + "13": { + "Dice": 0.763606750214903, + "FN": 17615, + "FP": 3285, + "IoU": 0.6176083138173302, + "TN": 97066369, + "TP": 33756, + "n_pred": 37041, + "n_ref": 51371 + }, + "14": { + "Dice": 0.8771563848702987, + "FN": 26504, + "FP": 3411, + "IoU": 0.7811919425386562, + "TN": 96984307, + "TP": 106803, + "n_pred": 110214, + "n_ref": 133307 + }, + "15": { + "Dice": 0.8721654385547897, + "FN": 4288, + "FP": 14535, + "IoU": 0.7733097285449334, + "TN": 97037991, + "TP": 64211, + "n_pred": 78746, + "n_ref": 68499 + }, + "2": { + "Dice": 0.6497076887519844, + "FN": 81655, + "FP": 10798, + "IoU": 0.4811607704049565, + "TN": 96942833, + "TP": 85739, + "n_pred": 96537, + "n_ref": 167394 + }, + "3": { + "Dice": 0.8127910479549174, + "FN": 8040, + "FP": 89529, + "IoU": 0.6846234157473341, + "TN": 96811652, + "TP": 211804, + "n_pred": 301333, + "n_ref": 219844 + }, + "4": { + "Dice": 0.8895703795402752, + "FN": 1424, + "FP": 2501, + "IoU": 0.8011046924090403, + "TN": 97101291, + "TP": 15809, + "n_pred": 18310, + "n_ref": 17233 + }, + "5": { + "Dice": 0.6728563626433642, + "FN": 5682, + "FP": 907, + "IoU": 0.5069958847736625, + "TN": 97107660, + "TP": 6776, + "n_pred": 7683, + "n_ref": 12458 + }, + "6": { + "Dice": 0.944051187655682, + "FN": 28284, + "FP": 156549, + "IoU": 0.8940312036146796, + "TN": 95376804, + "TP": 1559388, + "n_pred": 1715937, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.8886801315171442, + "FN": 52425, + "FP": 16305, + "IoU": 0.7996618765849535, + "TN": 96777955, + "TP": 274340, + "n_pred": 290645, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9548341284366968, + "FN": 4637, + "FP": 4395, + "IoU": 0.9135718591810762, + "TN": 97016522, + "TP": 95471, + "n_pred": 99866, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9203931572629052, + "FN": 9576, + "FP": 5278, + "IoU": 0.8525262353186462, + "TN": 97020302, + "TP": 85869, + "n_pred": 91147, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9625990417444289, + "FN": 11197, + "FP": 3252, + "IoU": 0.9278948839251852, + "TN": 78856017, + "TP": 185939, + "n_pred": 189191, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8434089564408912, + "FN": 8195, + "FP": 23300, + "IoU": 0.7292196849852122, + "TN": 78940093, + "TP": 84817, + "n_pred": 108117, + "n_ref": 93012 + }, + "11": { + "Dice": 0.7302391889751307, + "FN": 704, + "FP": 999, + "IoU": 0.5750998003992016, + "TN": 79052397, + "TP": 2305, + "n_pred": 3304, + "n_ref": 3009 + }, + "12": { + "Dice": 0.5449649973074852, + "FN": 1486, + "FP": 1049, + "IoU": 0.37453737971872686, + "TN": 79052352, + "TP": 1518, + "n_pred": 2567, + "n_ref": 3004 + }, + "13": { + "Dice": 0.6935204621018278, + "FN": 20211, + "FP": 19795, + "IoU": 0.5308314764864548, + "TN": 78971135, + "TP": 45264, + "n_pred": 65059, + "n_ref": 65475 + }, + "14": { + "Dice": 0.5914667336599255, + "FN": 9626, + "FP": 29402, + "IoU": 0.4199167657550535, + "TN": 78989125, + "TP": 28252, + "n_pred": 57654, + "n_ref": 37878 + }, + "15": { + "Dice": 0.40088866546123847, + "FN": 13811, + "FP": 60078, + "IoU": 0.25069465571443056, + "TN": 78957795, + "TP": 24721, + "n_pred": 84799, + "n_ref": 38532 + }, + "2": { + "Dice": 0.8915954333280823, + "FN": 5209, + "FP": 20941, + "IoU": 0.8043953084794446, + "TN": 78922717, + "TP": 107538, + "n_pred": 128479, + "n_ref": 112747 + }, + "3": { + "Dice": 0.880211488682051, + "FN": 9506, + "FP": 20944, + "IoU": 0.7860515443635648, + "TN": 78914081, + "TP": 111874, + "n_pred": 132818, + "n_ref": 121380 + }, + "4": { + "Dice": 0.825666180564762, + "FN": 2254, + "FP": 376, + "IoU": 0.7030932490404155, + "TN": 79047547, + "TP": 6228, + "n_pred": 6604, + "n_ref": 8482 + }, + "5": { + "Dice": 0.8542803072470222, + "FN": 1121, + "FP": 188, + "IoU": 0.7456276719782355, + "TN": 79051259, + "TP": 3837, + "n_pred": 4025, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9708174937536573, + "FN": 30402, + "FP": 47047, + "IoU": 0.943289929494084, + "TN": 77690704, + "TP": 1288252, + "n_pred": 1335299, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.8180550478588738, + "FN": 141634, + "FP": 6195, + "IoU": 0.6921261826762274, + "TN": 78576244, + "TP": 332332, + "n_pred": 338527, + "n_ref": 473966 + }, + "8": { + "Dice": 0.874126776928263, + "FN": 1058, + "FP": 7717, + "IoU": 0.776398939965345, + "TN": 79017161, + "TP": 30469, + "n_pred": 38186, + "n_ref": 31527 + }, + "9": { + "Dice": 0.9223987034035657, + "FN": 7265, + "FP": 3508, + "IoU": 0.8559740103477319, + "TN": 78981606, + "TP": 64026, + "n_pred": 67534, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9503041234951131, + "FN": 6878, + "FP": 16816, + "IoU": 0.9053137625530997, + "TN": 122461703, + "TP": 226543, + "n_pred": 243359, + "n_ref": 233421 + }, + "10": { + "Dice": 0.7050933755205208, + "FN": 13458, + "FP": 67631, + "IoU": 0.5445129109629439, + "TN": 122533913, + "TP": 96938, + "n_pred": 164569, + "n_ref": 110396 + }, + "11": { + "Dice": 0.31892382103990324, + "FN": 3127, + "FP": 1379, + "IoU": 0.18971408020140262, + "TN": 122706379, + "TP": 1055, + "n_pred": 2434, + "n_ref": 4182 + }, + "12": { + "Dice": 0.40331594634873325, + "FN": 4125, + "FP": 2281, + "IoU": 0.2525959631314899, + "TN": 122703369, + "TP": 2165, + "n_pred": 4446, + "n_ref": 6290 + }, + "13": { + "Dice": 0.2986137964167282, + "FN": 41058, + "FP": 18799, + "IoU": 0.1755120593947575, + "TN": 122639341, + "TP": 12742, + "n_pred": 31541, + "n_ref": 53800 + }, + "14": { + "Dice": 0.7790691315961049, + "FN": 15089, + "FP": 37434, + "IoU": 0.6380943849954178, + "TN": 122566811, + "TP": 92606, + "n_pred": 130040, + "n_ref": 107695 + }, + "15": { + "Dice": 0.7062206702586548, + "FN": 6393, + "FP": 30793, + "IoU": 0.5458586746781955, + "TN": 122630058, + "TP": 44696, + "n_pred": 75489, + "n_ref": 51089 + }, + "2": { + "Dice": 0.6432362906864015, + "FN": 69928, + "FP": 4408, + "IoU": 0.4740960318077949, + "TN": 122570591, + "TP": 67013, + "n_pred": 71421, + "n_ref": 136941 + }, + "3": { + "Dice": 0.7322894957159907, + "FN": 1995, + "FP": 103208, + "IoU": 0.5776472571942446, + "TN": 122462852, + "TP": 143885, + "n_pred": 247093, + "n_ref": 145880 + }, + "4": { + "Dice": 0.7145572745783809, + "FN": 12661, + "FP": 29534, + "IoU": 0.5558841793935312, + "TN": 122616931, + "TP": 52814, + "n_pred": 82348, + "n_ref": 65475 + }, + "5": { + "Dice": 0.6064042947336584, + "FN": 9189, + "FP": 1222, + "IoU": 0.4351364548857902, + "TN": 122693509, + "TP": 8020, + "n_pred": 9242, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9366690302519382, + "FN": 32521, + "FP": 194428, + "IoU": 0.88088192378509, + "TN": 120806696, + "TP": 1678295, + "n_pred": 1872723, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.5938434974779837, + "FN": 201314, + "FP": 297843, + "IoU": 0.42231678793426897, + "TN": 121847873, + "TP": 364910, + "n_pred": 662753, + "n_ref": 566224 + }, + "8": { + "Dice": 0.8508214061847054, + "FN": 6145, + "FP": 39549, + "IoU": 0.740373524849573, + "TN": 122535941, + "TP": 130305, + "n_pred": 169854, + "n_ref": 136450 + }, + "9": { + "Dice": 0.8802461291509213, + "FN": 8941, + "FP": 8964, + "IoU": 0.786106797276311, + "TN": 122628230, + "TP": 65805, + "n_pred": 74769, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/loop_000/summary_cross_val.json b/nnActive_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/loop_000/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..692551cf168a3672db7a2eccae75a8b8b372c77d --- /dev/null +++ b/nnActive_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/loop_000/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.43826069852923843, + "FN": 1187.2511111111112, + "FP": 1312.0311111111112, + "IoU": 0.37342755653939275, + "TN": 570418.9622222222, + "TP": 5347.355555555555, + "n_pred": 6659.386666666667, + "n_ref": 6534.6066666666675 + }, + "mean": { + "1": { + "Dice": 0.42161974252468964, + "FN": 2353.633333333333, + "FP": 240.2, + "IoU": 0.3793245145149325, + "TN": 572421.8666666667, + "TP": 3249.9, + "n_pred": 3490.1, + "n_ref": 5603.533333333334 + }, + "10": { + "Dice": 0.5236118695317985, + "FN": 1889.2666666666667, + "FP": 1722.0666666666666, + "IoU": 0.40838757557847843, + "TN": 570370.3666666667, + "TP": 4283.9, + "n_pred": 6005.966666666666, + "n_ref": 6173.166666666667 + }, + "11": { + "Dice": 0.11032990805840996, + "FN": 21.833333333333332, + "FP": 79.86666666666666, + "IoU": 0.08245755860953921, + "TN": 578123.1, + "TP": 40.8, + "n_pred": 120.66666666666667, + "n_ref": 62.63333333333333 + }, + "12": { + "Dice": 0.2669634169703754, + "FN": 391.6, + "FP": 93.7, + "IoU": 0.20052393295580045, + "TN": 577504.0666666667, + "TP": 276.23333333333335, + "n_pred": 369.93333333333334, + "n_ref": 667.8333333333334 + }, + "13": { + "Dice": 0.2655172006982801, + "FN": 719.1333333333333, + "FP": 1686.5333333333333, + "IoU": 0.18755417235877864, + "TN": 575141.6666666666, + "TP": 718.2666666666667, + "n_pred": 2404.8, + "n_ref": 1437.4 + }, + "14": { + "Dice": 0.07989156434380482, + "FN": 2.3, + "FP": 585.4666666666667, + "IoU": 0.05253775167785235, + "TN": 577627.7333333333, + "TP": 50.1, + "n_pred": 635.5666666666667, + "n_ref": 52.4 + }, + "15": { + "Dice": 0.35649570518986035, + "FN": 457.76666666666665, + "FP": 473.4, + "IoU": 0.3221824566116832, + "TN": 574566.5333333333, + "TP": 2767.9, + "n_pred": 3241.3, + "n_ref": 3225.6666666666665 + }, + "2": { + "Dice": 0.5182620960144425, + "FN": 2195.866666666667, + "FP": 287.1666666666667, + "IoU": 0.4532155483331702, + "TN": 571109.9333333333, + "TP": 4672.633333333333, + "n_pred": 4959.8, + "n_ref": 6868.5 + }, + "3": { + "Dice": 0.4352957043156983, + "FN": 332.73333333333335, + "FP": 1981.2333333333333, + "IoU": 0.3941031890134642, + "TN": 571229.3666666667, + "TP": 4722.266666666666, + "n_pred": 6703.5, + "n_ref": 5055.0 + }, + "4": { + "Dice": 0.17208209510905664, + "FN": 1603.7, + "FP": 500.43333333333334, + "IoU": 0.14759760579620423, + "TN": 574651.6666666666, + "TP": 1509.8, + "n_pred": 2010.2333333333333, + "n_ref": 3113.5 + }, + "5": { + "Dice": 0.6985552438384169, + "FN": 741.6666666666666, + "FP": 441.96666666666664, + "IoU": 0.5770016323413238, + "TN": 575211.7666666667, + "TP": 1870.2, + "n_pred": 2312.1666666666665, + "n_ref": 2611.866666666667 + }, + "6": { + "Dice": 0.6659370901792637, + "FN": 1498.0, + "FP": 6909.566666666667, + "IoU": 0.6019231764771071, + "TN": 534587.2666666667, + "TP": 35270.76666666667, + "n_pred": 42180.333333333336, + "n_ref": 36768.76666666667 + }, + "7": { + "Dice": 0.598404905466556, + "FN": 4230.7, + "FP": 3615.9666666666667, + "IoU": 0.49637485165139045, + "TN": 561401.6666666666, + "TP": 9017.266666666666, + "n_pred": 12633.233333333334, + "n_ref": 13247.966666666667 + }, + "8": { + "Dice": 0.9130819651180039, + "FN": 447.06666666666666, + "FP": 692.3333333333334, + "IoU": 0.8467702167615325, + "TN": 567760.9666666667, + "TP": 9365.233333333334, + "n_pred": 10057.566666666668, + "n_ref": 9812.3 + }, + "9": { + "Dice": 0.5478619705799208, + "FN": 923.5, + "FP": 370.56666666666666, + "IoU": 0.45145916540963504, + "TN": 574576.4666666667, + "TP": 2395.0666666666666, + "n_pred": 2765.633333333333, + "n_ref": 3318.5666666666666 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8465526179367548, + "FN": 400, + "FP": 192, + "IoU": 0.7339325842696629, + "TN": 698703, + "TP": 1633, + "n_pred": 1825, + "n_ref": 2033 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 700927, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9792115593646055, + "FN": 5033, + "FP": 2598, + "IoU": 0.9592698353393291, + "TN": 513573, + "TP": 179724, + "n_pred": 182322, + "n_ref": 184757 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.061115355233002294, + "FN": 33, + "FP": 1196, + "IoU": 0.03152088258471237, + "TN": 524427, + "TP": 40, + "n_pred": 1236, + "n_ref": 73 + }, + "10": { + "Dice": 0.7511777301927195, + "FN": 481, + "FP": 100, + "IoU": 0.6015089163237312, + "TN": 524238, + "TP": 877, + "n_pred": 977, + "n_ref": 1358 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 525694, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 525683, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.4793493860628289, + "FN": 69, + "FP": 3196, + "IoU": 0.3152265100671141, + "TN": 520928, + "TP": 1503, + "n_pred": 4699, + "n_ref": 1572 + }, + "15": { + "Dice": 0.8578176251913405, + "FN": 6650, + "FP": 3103, + "IoU": 0.7510338489814673, + "TN": 486522, + "TP": 29421, + "n_pred": 32524, + "n_ref": 36071 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 525695, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "3": { + "Dice": 0.9366018596787827, + "FN": 58, + "FP": 17, + "IoU": 0.8807631160572337, + "TN": 525067, + "TP": 554, + "n_pred": 571, + "n_ref": 612 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.688976978197896, + "FN": 2063, + "FP": 2017, + "IoU": 0.5255262239795325, + "TN": 517097, + "TP": 4519, + "n_pred": 6536, + "n_ref": 6582 + }, + "6": { + "Dice": 0.739455718694473, + "FN": 4591, + "FP": 6553, + "IoU": 0.586616217820313, + "TN": 498738, + "TP": 15814, + "n_pred": 22367, + "n_ref": 20405 + }, + "7": { + "Dice": 0.8052085166285413, + "FN": 552, + "FP": 1662, + "IoU": 0.6739322533136967, + "TN": 518906, + "TP": 4576, + "n_pred": 6238, + "n_ref": 5128 + }, + "8": { + "Dice": 0.9352416248110401, + "FN": 414, + "FP": 2242, + "IoU": 0.8783604305014885, + "TN": 503861, + "TP": 19179, + "n_pred": 21421, + "n_ref": 19593 + }, + "9": { + "Dice": 0.8477826608070316, + "FN": 271, + "FP": 110, + "IoU": 0.7357836338418863, + "TN": 524254, + "TP": 1061, + "n_pred": 1171, + "n_ref": 1332 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.970753434106541, + "FN": 456, + "FP": 2512, + "IoU": 0.9431689803733844, + "TN": 473471, + "TP": 49257, + "n_pred": 51769, + "n_ref": 49713 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 126, + "IoU": 0.0, + "TN": 525570, + "TP": 0, + "n_pred": 126, + "n_ref": 0 + }, + "7": { + "Dice": 0.888494954610979, + "FN": 5457, + "FP": 267, + "IoU": 0.7993620526481825, + "TN": 497167, + "TP": 22805, + "n_pred": 23072, + "n_ref": 28262 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 690, + "IoU": 0.0, + "TN": 525006, + "TP": 0, + "n_pred": 690, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 38, + "IoU": 0.0, + "TN": 525658, + "TP": 0, + "n_pred": 38, + "n_ref": 0 + }, + "5": { + "Dice": 0.8362960997612099, + "FN": 377, + "FP": 240, + "IoU": 0.7186502507979936, + "TN": 523503, + "TP": 1576, + "n_pred": 1816, + "n_ref": 1953 + }, + "6": { + "Dice": 0.9541612502867495, + "FN": 4531, + "FP": 3262, + "IoU": 0.9123406935804996, + "TN": 436795, + "TP": 81108, + "n_pred": 84370, + "n_ref": 85639 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8533444121312838, + "FN": 113, + "FP": 593, + "IoU": 0.7442028985507246, + "TN": 522936, + "TP": 2054, + "n_pred": 2647, + "n_ref": 2167 + }, + "9": { + "Dice": 0.8657063028411771, + "FN": 3359, + "FP": 4043, + "IoU": 0.7632117722328855, + "TN": 494436, + "TP": 23858, + "n_pred": 27901, + "n_ref": 27217 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6481292169290533, + "FN": 2732, + "FP": 710, + "IoU": 0.4794313369630974, + "TN": 519084, + "TP": 3170, + "n_pred": 3880, + "n_ref": 5902 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7987032124963159, + "FN": 647, + "FP": 36, + "IoU": 0.6648675171736997, + "TN": 523658, + "TP": 1355, + "n_pred": 1391, + "n_ref": 2002 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3527, + "IoU": 0.0, + "TN": 522169, + "TP": 0, + "n_pred": 3527, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 525678, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "5": { + "Dice": 0.7001642670789449, + "FN": 1626, + "FP": 1477, + "IoU": 0.5386559619387452, + "TN": 518970, + "TP": 3623, + "n_pred": 5100, + "n_ref": 5249 + }, + "6": { + "Dice": 0.9929723382947129, + "FN": 719, + "FP": 1723, + "IoU": 0.9860427633271035, + "TN": 350733, + "TP": 172521, + "n_pred": 174244, + "n_ref": 173240 + }, + "7": { + "Dice": 0.8207319255547602, + "FN": 7420, + "FP": 594, + "IoU": 0.6959672218217686, + "TN": 499337, + "TP": 18345, + "n_pred": 18939, + "n_ref": 25765 + }, + "8": { + "Dice": 0.9356975900701217, + "FN": 2441, + "FP": 1548, + "IoU": 0.8791651520659154, + "TN": 492684, + "TP": 29023, + "n_pred": 30571, + "n_ref": 31464 + }, + "9": { + "Dice": 0.004962779156327543, + "FN": 328, + "FP": 73, + "IoU": 0.0024875621890547263, + "TN": 525294, + "TP": 1, + "n_pred": 74, + "n_ref": 329 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6748241779129444, + "FN": 7075, + "FP": 6611, + "IoU": 0.5092336931186574, + "TN": 497809, + "TP": 14201, + "n_pred": 20812, + "n_ref": 21276 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.34121621621621623, + "FN": 174, + "FP": 216, + "IoU": 0.20570264765784113, + "TN": 525205, + "TP": 101, + "n_pred": 317, + "n_ref": 275 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 525687, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 954, + "IoU": 0.0, + "TN": 524742, + "TP": 0, + "n_pred": 954, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9712985587308333, + "FN": 1419, + "FP": 1823, + "IoU": 0.9441986953303844, + "TN": 467597, + "TP": 54857, + "n_pred": 56680, + "n_ref": 56276 + }, + "7": { + "Dice": 0.7237672696429446, + "FN": 12506, + "FP": 4429, + "IoU": 0.5671122926305565, + "TN": 486575, + "TP": 22186, + "n_pred": 26615, + "n_ref": 34692 + }, + "8": { + "Dice": 0.9148776459990993, + "FN": 115, + "FP": 452, + "IoU": 0.8431101272827891, + "TN": 522082, + "TP": 3047, + "n_pred": 3499, + "n_ref": 3162 + }, + "9": { + "Dice": 0.8299748110831234, + "FN": 32, + "FP": 238, + "IoU": 0.7093649085037675, + "TN": 524767, + "TP": 659, + "n_pred": 897, + "n_ref": 691 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1032, + "IoU": 0.0, + "TN": 524664, + "TP": 0, + "n_pred": 1032, + "n_ref": 0 + }, + "10": { + "Dice": 0.7422922006590992, + "FN": 1718, + "FP": 1801, + "IoU": 0.5901944800279493, + "TN": 517109, + "TP": 5068, + "n_pred": 6869, + "n_ref": 6786 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 525695, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 35, + "IoU": 0.0, + "TN": 525661, + "TP": 0, + "n_pred": 35, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7767535834756896, + "FN": 3262, + "FP": 22483, + "IoU": 0.6349935491188522, + "TN": 455163, + "TP": 44788, + "n_pred": 67271, + "n_ref": 48050 + }, + "7": { + "Dice": 0.6717984173187778, + "FN": 72965, + "FP": 1564, + "IoU": 0.5057955253769744, + "TN": 374890, + "TP": 76277, + "n_pred": 77841, + "n_ref": 149242 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 15, + "FP": 4, + "IoU": 0.0, + "TN": 700909, + "TP": 0, + "n_pred": 4, + "n_ref": 15 + }, + "10": { + "Dice": 0.0, + "FN": 150, + "FP": 452, + "IoU": 0.0, + "TN": 700326, + "TP": 0, + "n_pred": 452, + "n_ref": 150 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1707, + "IoU": 0.0, + "TN": 699221, + "TP": 0, + "n_pred": 1707, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2705, + "FP": 8, + "IoU": 0.0, + "TN": 698215, + "TP": 0, + "n_pred": 8, + "n_ref": 2705 + }, + "13": { + "Dice": 0.2714481384634541, + "FN": 4457, + "FP": 1394, + "IoU": 0.15703789079383373, + "TN": 693987, + "TP": 1090, + "n_pred": 2484, + "n_ref": 5547 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.4685844511524699, + "FN": 25120, + "FP": 1463, + "IoU": 0.3059812547320053, + "TN": 662625, + "TP": 11720, + "n_pred": 13183, + "n_ref": 36840 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 13260, + "IoU": 0.0, + "TN": 687668, + "TP": 0, + "n_pred": 13260, + "n_ref": 0 + }, + "4": { + "Dice": 0.3171871680475887, + "FN": 9373, + "FP": 3483, + "IoU": 0.18848630223456633, + "TN": 685086, + "TP": 2986, + "n_pred": 6469, + "n_ref": 12359 + }, + "5": { + "Dice": 0.5194983343131492, + "FN": 8831, + "FP": 977, + "IoU": 0.35089344804765055, + "TN": 685818, + "TP": 5302, + "n_pred": 6279, + "n_ref": 14133 + }, + "6": { + "Dice": 0.740206605450237, + "FN": 374, + "FP": 27692, + "IoU": 0.5875619039221738, + "TN": 632879, + "TP": 39983, + "n_pred": 67675, + "n_ref": 40357 + }, + "7": { + "Dice": 0.44448089224208626, + "FN": 1941, + "FP": 8220, + "IoU": 0.28574441164065795, + "TN": 686702, + "TP": 4065, + "n_pred": 12285, + "n_ref": 6006 + }, + "8": { + "Dice": 0.8953740758325985, + "FN": 3538, + "FP": 2632, + "IoU": 0.8105676829081084, + "TN": 668357, + "TP": 26401, + "n_pred": 29033, + "n_ref": 29939 + }, + "9": { + "Dice": 0.8055752774559994, + "FN": 3195, + "FP": 2008, + "IoU": 0.6744462520335377, + "TN": 684946, + "TP": 10779, + "n_pred": 12787, + "n_ref": 13974 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 525677, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7625660171189219, + "FN": 3077, + "FP": 7353, + "IoU": 0.6162478384046507, + "TN": 673749, + "TP": 16749, + "n_pred": 24102, + "n_ref": 19826 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 40, + "FP": 0, + "IoU": 0.0, + "TN": 700888, + "TP": 0, + "n_pred": 0, + "n_ref": 40 + }, + "13": { + "Dice": 0.7508635578583766, + "FN": 190, + "FP": 964, + "IoU": 0.6011061182163844, + "TN": 698035, + "TP": 1739, + "n_pred": 2703, + "n_ref": 1929 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8759155230036265, + "FN": 1029, + "FP": 2461, + "IoU": 0.7792257085020243, + "TN": 685120, + "TP": 12318, + "n_pred": 14779, + "n_ref": 13347 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9826581236512492, + "FN": 2679, + "FP": 3557, + "IoU": 0.9659074756442918, + "TN": 518014, + "TP": 176678, + "n_pred": 180235, + "n_ref": 179357 + }, + "7": { + "Dice": 0.8970978267091531, + "FN": 2797, + "FP": 2596, + "IoU": 0.8133974602954915, + "TN": 672027, + "TP": 23508, + "n_pred": 26104, + "n_ref": 26305 + }, + "8": { + "Dice": 0.6873508353221957, + "FN": 73, + "FP": 58, + "IoU": 0.5236363636363637, + "TN": 700653, + "TP": 144, + "n_pred": 202, + "n_ref": 217 + }, + "9": { + "Dice": 0.0, + "FN": 4, + "FP": 0, + "IoU": 0.0, + "TN": 700924, + "TP": 0, + "n_pred": 0, + "n_ref": 4 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9447838616714698, + "FN": 256, + "FP": 223, + "IoU": 0.8953462967008958, + "TN": 521119, + "TP": 4098, + "n_pred": 4321, + "n_ref": 4354 + }, + "10": { + "Dice": 0.7166469097252339, + "FN": 23382, + "FP": 6019, + "IoU": 0.5584175665730464, + "TN": 459115, + "TP": 37180, + "n_pred": 43199, + "n_ref": 60562 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0006108735491753207, + "FN": 3272, + "FP": 0, + "IoU": 0.00030553009471432935, + "TN": 522423, + "TP": 1, + "n_pred": 1, + "n_ref": 3273 + }, + "13": { + "Dice": 0.13431646074133122, + "FN": 341, + "FP": 4003, + "IoU": 0.07199316385387737, + "TN": 521015, + "TP": 337, + "n_pred": 4340, + "n_ref": 678 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 525682, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 7703, + "IoU": 0.0, + "TN": 517993, + "TP": 0, + "n_pred": 7703, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8821589535011543, + "FN": 106, + "FP": 2038, + "IoU": 0.7891631428852395, + "TN": 515527, + "TP": 8025, + "n_pred": 10063, + "n_ref": 8131 + }, + "7": { + "Dice": 0.8453441889463454, + "FN": 2317, + "FP": 6117, + "IoU": 0.7321179011561428, + "TN": 494212, + "TP": 23050, + "n_pred": 29167, + "n_ref": 25367 + }, + "8": { + "Dice": 0.951140815856188, + "FN": 1102, + "FP": 170, + "IoU": 0.9068336629312239, + "TN": 512043, + "TP": 12381, + "n_pred": 12551, + "n_ref": 13483 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6861325195261987, + "FN": 4938, + "FP": 7198, + "IoU": 0.5222235345065155, + "TN": 500295, + "TP": 13265, + "n_pred": 20463, + "n_ref": 18203 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 51, + "IoU": 0.0, + "TN": 525645, + "TP": 0, + "n_pred": 51, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 258, + "IoU": 0.0, + "TN": 525438, + "TP": 0, + "n_pred": 258, + "n_ref": 0 + }, + "13": { + "Dice": 0.21877577957432767, + "FN": 8824, + "FP": 19586, + "IoU": 0.12282326787699148, + "TN": 493308, + "TP": 3978, + "n_pred": 23564, + "n_ref": 12802 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9048312543531944, + "FN": 1103, + "FP": 400, + "IoU": 0.8262025901942646, + "TN": 517048, + "TP": 7145, + "n_pred": 7545, + "n_ref": 8248 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 525689, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "4": { + "Dice": 0.09635062935796432, + "FN": 9973, + "FP": 6, + "IoU": 0.05061364285034726, + "TN": 515185, + "TP": 532, + "n_pred": 538, + "n_ref": 10505 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8727494986971487, + "FN": 10072, + "FP": 1795, + "IoU": 0.7742285301168145, + "TN": 473134, + "TP": 40695, + "n_pred": 42490, + "n_ref": 50767 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8426292040749872, + "FN": 5940, + "FP": 826, + "IoU": 0.7280546623794212, + "TN": 500816, + "TP": 18114, + "n_pred": 18940, + "n_ref": 24054 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.19069575557550902, + "FN": 66558, + "FP": 140, + "IoU": 0.10539728526208487, + "TN": 451140, + "TP": 7858, + "n_pred": 7998, + "n_ref": 74416 + }, + "10": { + "Dice": 0.3922811059907834, + "FN": 6012, + "FP": 318, + "IoU": 0.24399856682192764, + "TN": 517323, + "TP": 2043, + "n_pred": 2361, + "n_ref": 8055 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 31, + "IoU": 0.0, + "TN": 525665, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "12": { + "Dice": 0.6477654973570399, + "FN": 1802, + "FP": 1863, + "IoU": 0.47903340440653874, + "TN": 518661, + "TP": 3370, + "n_pred": 5233, + "n_ref": 5172 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 256, + "IoU": 0.0, + "TN": 525440, + "TP": 0, + "n_pred": 256, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2257, + "IoU": 0.0, + "TN": 523439, + "TP": 0, + "n_pred": 2257, + "n_ref": 0 + }, + "3": { + "Dice": 0.9152118277216984, + "FN": 4985, + "FP": 12839, + "IoU": 0.843677918979837, + "TN": 411675, + "TP": 96197, + "n_pred": 109036, + "n_ref": 101182 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4951, + "IoU": 0.0, + "TN": 520745, + "TP": 0, + "n_pred": 4951, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 525695, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 62005, + "IoU": 0.0, + "TN": 463691, + "TP": 0, + "n_pred": 62005, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 50, + "IoU": 0.0, + "TN": 525646, + "TP": 0, + "n_pred": 50, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.2610277398817644, + "FN": 1625, + "FP": 0, + "IoU": 0.15010460251046026, + "TN": 523784, + "TP": 287, + "n_pred": 287, + "n_ref": 1912 + }, + "11": { + "Dice": 0.6619794483504597, + "FN": 655, + "FP": 595, + "IoU": 0.49474535165723527, + "TN": 523222, + "TP": 1224, + "n_pred": 1819, + "n_ref": 1879 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 525690, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "13": { + "Dice": 0.6965357228578286, + "FN": 2570, + "FP": 1223, + "IoU": 0.5343726982568131, + "TN": 517550, + "TP": 4353, + "n_pred": 5576, + "n_ref": 6923 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9385482095447776, + "FN": 602, + "FP": 347, + "IoU": 0.8842118106393363, + "TN": 517500, + "TP": 7247, + "n_pred": 7594, + "n_ref": 7849 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 1115, + "FP": 18, + "IoU": 0.0, + "TN": 524563, + "TP": 0, + "n_pred": 18, + "n_ref": 1115 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.926512556030783, + "FN": 1579, + "FP": 8438, + "IoU": 0.8630865328103002, + "TN": 452533, + "TP": 63146, + "n_pred": 71584, + "n_ref": 64725 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8861369109047128, + "FN": 1241, + "FP": 83, + "IoU": 0.7955528103767758, + "TN": 519220, + "TP": 5152, + "n_pred": 5235, + "n_ref": 6393 + }, + "9": { + "Dice": 0.40517585361682723, + "FN": 7032, + "FP": 3403, + "IoU": 0.2540567588819787, + "TN": 511707, + "TP": 3554, + "n_pred": 6957, + "n_ref": 10586 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8086028160297075, + "FN": 747, + "FP": 5438, + "IoU": 0.6787012987012987, + "TN": 681678, + "TP": 13065, + "n_pred": 18503, + "n_ref": 13812 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6491192549099007, + "FN": 1663, + "FP": 70, + "IoU": 0.48051558752997603, + "TN": 697592, + "TP": 1603, + "n_pred": 1673, + "n_ref": 3266 + }, + "13": { + "Dice": 0.032305433186490456, + "FN": 56, + "FP": 603, + "IoU": 0.016417910447761194, + "TN": 700258, + "TP": 11, + "n_pred": 614, + "n_ref": 67 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9533781604347071, + "FN": 390, + "FP": 1489, + "IoU": 0.9109098667678156, + "TN": 679837, + "TP": 19212, + "n_pred": 20701, + "n_ref": 19602 + }, + "4": { + "Dice": 0.9476139160085568, + "FN": 1299, + "FP": 1958, + "IoU": 0.9004432217637169, + "TN": 668213, + "TP": 29458, + "n_pred": 31416, + "n_ref": 30757 + }, + "5": { + "Dice": 0.7722913691083453, + "FN": 1771, + "FP": 2693, + "IoU": 0.6290510221040385, + "TN": 688894, + "TP": 7570, + "n_pred": 10263, + "n_ref": 9341 + }, + "6": { + "Dice": 0.9562605039430186, + "FN": 2925, + "FP": 4180, + "IoU": 0.916186948520738, + "TN": 616156, + "TP": 77667, + "n_pred": 81847, + "n_ref": 80592 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 701, + "IoU": 0.0, + "TN": 700227, + "TP": 0, + "n_pred": 701, + "n_ref": 0 + }, + "8": { + "Dice": 0.9635799583528112, + "FN": 562, + "FP": 2866, + "IoU": 0.9297195341971461, + "TN": 652152, + "TP": 45348, + "n_pred": 48214, + "n_ref": 45910 + }, + "9": { + "Dice": 0.768361581920904, + "FN": 126, + "FP": 38, + "IoU": 0.6238532110091743, + "TN": 700492, + "TP": 272, + "n_pred": 310, + "n_ref": 398 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7424711324082394, + "FN": 2981, + "FP": 4758, + "IoU": 0.5904207462291612, + "TN": 506801, + "TP": 11156, + "n_pred": 15914, + "n_ref": 14137 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6612765957446809, + "FN": 353, + "FP": 443, + "IoU": 0.49396058486967576, + "TN": 524123, + "TP": 777, + "n_pred": 1220, + "n_ref": 1130 + }, + "13": { + "Dice": 0.7750928471518834, + "FN": 3681, + "FP": 982, + "IoU": 0.6327768152464955, + "TN": 512998, + "TP": 8035, + "n_pred": 9017, + "n_ref": 11716 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8951310861423221, + "FN": 34, + "FP": 22, + "IoU": 0.8101694915254237, + "TN": 525401, + "TP": 239, + "n_pred": 261, + "n_ref": 273 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7694777599395599, + "FN": 1152, + "FP": 1289, + "IoU": 0.6253261703760553, + "TN": 519181, + "TP": 4074, + "n_pred": 5363, + "n_ref": 5226 + }, + "6": { + "Dice": 0.9209401447695568, + "FN": 4766, + "FP": 1689, + "IoU": 0.853465301582257, + "TN": 481645, + "TP": 37596, + "n_pred": 39285, + "n_ref": 42362 + }, + "7": { + "Dice": 0.9103132824668283, + "FN": 878, + "FP": 3671, + "IoU": 0.8353899041071106, + "TN": 498061, + "TP": 23086, + "n_pred": 26757, + "n_ref": 23964 + }, + "8": { + "Dice": 0.936595376971268, + "FN": 807, + "FP": 3889, + "IoU": 0.8807516505840528, + "TN": 486316, + "TP": 34684, + "n_pred": 38573, + "n_ref": 35491 + }, + "9": { + "Dice": 0.9181889260075343, + "FN": 879, + "FP": 272, + "IoU": 0.8487516425755585, + "TN": 518086, + "TP": 6459, + "n_pred": 6731, + "n_ref": 7338 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2707, + "IoU": 0.0, + "TN": 522989, + "TP": 0, + "n_pred": 2707, + "n_ref": 0 + }, + "3": { + "Dice": 0.5784090909090909, + "FN": 2896, + "FP": 72, + "IoU": 0.40687450039968026, + "TN": 520692, + "TP": 2036, + "n_pred": 2108, + "n_ref": 4932 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3643176250180141, + "FN": 724, + "FP": 3687, + "IoU": 0.22273127753303965, + "TN": 695253, + "TP": 1264, + "n_pred": 4951, + "n_ref": 1988 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 281, + "IoU": 0.0, + "TN": 700647, + "TP": 0, + "n_pred": 281, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 8910, + "IoU": 0.0, + "TN": 692018, + "TP": 0, + "n_pred": 8910, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 25322, + "FP": 489, + "IoU": 0.0, + "TN": 675117, + "TP": 0, + "n_pred": 489, + "n_ref": 25322 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8159373937899241, + "FN": 633, + "FP": 20488, + "IoU": 0.6890998748804004, + "TN": 632993, + "TP": 46814, + "n_pred": 67302, + "n_ref": 47447 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 22973, + "IoU": 0.0, + "TN": 677955, + "TP": 0, + "n_pred": 22973, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 52, + "IoU": 0.0, + "TN": 700876, + "TP": 0, + "n_pred": 52, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 105, + "IoU": 0.0, + "TN": 700823, + "TP": 0, + "n_pred": 105, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9077117572692794, + "FN": 963, + "FP": 59, + "IoU": 0.8310185185185185, + "TN": 694880, + "TP": 5026, + "n_pred": 5085, + "n_ref": 5989 + }, + "6": { + "Dice": 0.9330604382374187, + "FN": 831, + "FP": 837, + "IoU": 0.8745204242834574, + "TN": 687635, + "TP": 11625, + "n_pred": 12462, + "n_ref": 12456 + }, + "7": { + "Dice": 0.776478090189905, + "FN": 11149, + "FP": 68, + "IoU": 0.6346254071661238, + "TN": 670228, + "TP": 19483, + "n_pred": 19551, + "n_ref": 30632 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.5921787709497207, + "FN": 212, + "FP": 7, + "IoU": 0.42063492063492064, + "TN": 700550, + "TP": 159, + "n_pred": 166, + "n_ref": 371 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 1, + "FP": 535, + "IoU": 0.0, + "TN": 525160, + "TP": 0, + "n_pred": 535, + "n_ref": 1 + }, + "10": { + "Dice": 0.7925438239995665, + "FN": 4492, + "FP": 3165, + "IoU": 0.6563748148812997, + "TN": 503413, + "TP": 14626, + "n_pred": 17791, + "n_ref": 19118 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7108619481429572, + "FN": 1913, + "FP": 150, + "IoU": 0.5514242226570993, + "TN": 521097, + "TP": 2536, + "n_pred": 2686, + "n_ref": 4449 + }, + "13": { + "Dice": 0.39788622940627916, + "FN": 557, + "FP": 1380, + "IoU": 0.24835079549864184, + "TN": 523119, + "TP": 640, + "n_pred": 2020, + "n_ref": 1197 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9654890301210228, + "FN": 2899, + "FP": 560, + "IoU": 0.9332806110639611, + "TN": 473852, + "TP": 48385, + "n_pred": 48945, + "n_ref": 51284 + }, + "3": { + "Dice": 0.9391571772919957, + "FN": 1391, + "FP": 1537, + "IoU": 0.8852934263104286, + "TN": 500170, + "TP": 22598, + "n_pred": 24135, + "n_ref": 23989 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.00940733772342427, + "FN": 0, + "FP": 1053, + "IoU": 0.004725897920604915, + "TN": 524638, + "TP": 5, + "n_pred": 1058, + "n_ref": 5 + }, + "7": { + "Dice": 0.6914471677006, + "FN": 5716, + "FP": 352, + "IoU": 0.5284059998445636, + "TN": 512829, + "TP": 6799, + "n_pred": 7151, + "n_ref": 12515 + }, + "8": { + "Dice": 0.9549285452546721, + "FN": 78, + "FP": 660, + "IoU": 0.9137447405329593, + "TN": 517140, + "TP": 7818, + "n_pred": 8478, + "n_ref": 7896 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 525679, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 381, + "IoU": 0.0, + "TN": 525315, + "TP": 0, + "n_pred": 381, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8361166778000445, + "FN": 1562, + "FP": 1382, + "IoU": 0.7183853070594988, + "TN": 515242, + "TP": 7510, + "n_pred": 8892, + "n_ref": 9072 + }, + "6": { + "Dice": 0.863470557582074, + "FN": 195, + "FP": 329, + "IoU": 0.759743237047226, + "TN": 523515, + "TP": 1657, + "n_pred": 1986, + "n_ref": 1852 + }, + "7": { + "Dice": 0.8674942528735632, + "FN": 194, + "FP": 2688, + "IoU": 0.7659954530691783, + "TN": 513380, + "TP": 9434, + "n_pred": 12122, + "n_ref": 9628 + }, + "8": { + "Dice": 0.9684546208304101, + "FN": 986, + "FP": 1487, + "IoU": 0.9388386011772271, + "TN": 485262, + "TP": 37961, + "n_pred": 39448, + "n_ref": 38947 + }, + "9": { + "Dice": 0.6060512024825446, + "FN": 2532, + "FP": 7, + "IoU": 0.43477292965271597, + "TN": 521204, + "TP": 1953, + "n_pred": 1960, + "n_ref": 4485 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 700918, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 515, + "IoU": 0.0, + "TN": 700413, + "TP": 0, + "n_pred": 515, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 534, + "IoU": 0.0, + "TN": 700394, + "TP": 0, + "n_pred": 534, + "n_ref": 0 + }, + "2": { + "Dice": 0.7781742805543316, + "FN": 35105, + "FP": 638, + "IoU": 0.636894663591942, + "TN": 602491, + "TP": 62694, + "n_pred": 63332, + "n_ref": 97799 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 18947, + "IoU": 0.0, + "TN": 681981, + "TP": 0, + "n_pred": 18947, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 700902, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.16007424999317554, + "FN": 0, + "FP": 30769, + "IoU": 0.08700038574523011, + "TN": 667227, + "TP": 2932, + "n_pred": 33701, + "n_ref": 2932 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 174, + "FP": 0, + "IoU": 0.0, + "TN": 700754, + "TP": 0, + "n_pred": 0, + "n_ref": 174 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8320972644376899, + "FN": 1967, + "FP": 2176, + "IoU": 0.7124713720591297, + "TN": 686519, + "TP": 10266, + "n_pred": 12442, + "n_ref": 12233 + }, + "6": { + "Dice": 0.762508122157245, + "FN": 1166, + "FP": 296, + "IoU": 0.6161722236807561, + "TN": 697119, + "TP": 2347, + "n_pred": 2643, + "n_ref": 3513 + }, + "7": { + "Dice": 0.7082398204552741, + "FN": 477, + "FP": 1343, + "IoU": 0.5482750062050137, + "TN": 696899, + "TP": 2209, + "n_pred": 3552, + "n_ref": 2686 + }, + "8": { + "Dice": 0.949102665866455, + "FN": 410, + "FP": 2219, + "IoU": 0.9031354776905788, + "TN": 673787, + "TP": 24512, + "n_pred": 26731, + "n_ref": 24922 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 8432, + "IoU": 0.0, + "TN": 517264, + "TP": 0, + "n_pred": 8432, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 14716, + "IoU": 0.0, + "TN": 510980, + "TP": 0, + "n_pred": 14716, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8762506582411795, + "FN": 228, + "FP": 7, + "IoU": 0.7797563261480788, + "TN": 524629, + "TP": 832, + "n_pred": 839, + "n_ref": 1060 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 576, + "IoU": 0.0, + "TN": 525120, + "TP": 0, + "n_pred": 576, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 22416, + "IoU": 0.0, + "TN": 503280, + "TP": 0, + "n_pred": 22416, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9791000592066311, + "FN": 558, + "FP": 854, + "IoU": 0.9590558487502174, + "TN": 491210, + "TP": 33074, + "n_pred": 33928, + "n_ref": 33632 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 119, + "IoU": 0.0, + "TN": 525577, + "TP": 0, + "n_pred": 119, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 220, + "IoU": 0.0, + "TN": 525476, + "TP": 0, + "n_pred": 220, + "n_ref": 0 + }, + "7": { + "Dice": 0.8495575221238938, + "FN": 336, + "FP": 21, + "IoU": 0.7384615384615385, + "TN": 524331, + "TP": 1008, + "n_pred": 1029, + "n_ref": 1344 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8214771743164666, + "FN": 1938, + "FP": 948, + "IoU": 0.6970396808733991, + "TN": 691402, + "TP": 6640, + "n_pred": 7588, + "n_ref": 8578 + }, + "6": { + "Dice": 0.07675557974959173, + "FN": 59, + "FP": 3333, + "IoU": 0.03990942541749221, + "TN": 697395, + "TP": 141, + "n_pred": 3474, + "n_ref": 200 + }, + "7": { + "Dice": 0.46923907640091195, + "FN": 2216, + "FP": 28747, + "IoU": 0.3065397536394177, + "TN": 656278, + "TP": 13687, + "n_pred": 42434, + "n_ref": 15903 + }, + "8": { + "Dice": 0.9513224334491982, + "FN": 1532, + "FP": 1871, + "IoU": 0.9071639022261021, + "TN": 664272, + "TP": 33253, + "n_pred": 35124, + "n_ref": 34785 + }, + "9": { + "Dice": 0.7313421883026344, + "FN": 3621, + "FP": 40, + "IoU": 0.5764692272096251, + "TN": 692284, + "TP": 4983, + "n_pred": 5023, + "n_ref": 8604 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 13844, + "IoU": 0.0, + "TN": 511852, + "TP": 0, + "n_pred": 13844, + "n_ref": 0 + }, + "15": { + "Dice": 0.9246609007579611, + "FN": 7083, + "FP": 1654, + "IoU": 0.859878434076949, + "TN": 463343, + "TP": 53616, + "n_pred": 55270, + "n_ref": 60699 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.4526331493225207, + "FN": 1434.2644444444443, + "FP": 1177.6555555555556, + "IoU": 0.372987061316821, + "TN": 565156.8133333332, + "TP": 4655.800000000001, + "n_pred": 5833.455555555555, + "n_ref": 6090.064444444444 + }, + "mean": { + "1": { + "Dice": 0.4747674338219347, + "FN": 787.1333333333333, + "FP": 801.6666666666666, + "IoU": 0.4290904220124578, + "TN": 567495.8, + "TP": 3339.9333333333334, + "n_pred": 4141.6, + "n_ref": 4127.066666666667 + }, + "10": { + "Dice": 0.58601339971464, + "FN": 2010.5333333333333, + "FP": 1426.2, + "IoU": 0.48145017116505034, + "TN": 563977.3666666667, + "TP": 5010.433333333333, + "n_pred": 6436.633333333333, + "n_ref": 7020.966666666666 + }, + "11": { + "Dice": 0.2137367467528345, + "FN": 98.33333333333333, + "FP": 56.8, + "IoU": 0.16039093039738758, + "TN": 572121.7666666667, + "TP": 147.63333333333333, + "n_pred": 204.43333333333334, + "n_ref": 245.96666666666667 + }, + "12": { + "Dice": 0.30597504656942187, + "FN": 162.5, + "FP": 89.76666666666667, + "IoU": 0.21877275809837476, + "TN": 572060.6, + "TP": 111.66666666666667, + "n_pred": 201.43333333333334, + "n_ref": 274.1666666666667 + }, + "13": { + "Dice": 0.26137773846476525, + "FN": 2887.4666666666667, + "FP": 1896.4, + "IoU": 0.1862439372863283, + "TN": 564879.4, + "TP": 2761.266666666667, + "n_pred": 4657.666666666667, + "n_ref": 5648.733333333334 + }, + "14": { + "Dice": 0.4313270358414604, + "FN": 1581.0666666666666, + "FP": 864.7333333333333, + "IoU": 0.3731121003699317, + "TN": 567039.0, + "TP": 2939.733333333333, + "n_pred": 3804.4666666666667, + "n_ref": 4520.8 + }, + "15": { + "Dice": 0.4459130418508552, + "FN": 1501.8666666666666, + "FP": 270.73333333333335, + "IoU": 0.31820546139186595, + "TN": 569911.7666666667, + "TP": 740.1666666666666, + "n_pred": 1010.9, + "n_ref": 2242.0333333333333 + }, + "2": { + "Dice": 0.4369633655688386, + "FN": 2603.2, + "FP": 458.9, + "IoU": 0.37625720847743094, + "TN": 565975.4, + "TP": 3387.0333333333333, + "n_pred": 3845.9333333333334, + "n_ref": 5990.233333333334 + }, + "3": { + "Dice": 0.40164342608502523, + "FN": 733.8, + "FP": 1675.5666666666666, + "IoU": 0.34679351896811095, + "TN": 563420.0333333333, + "TP": 6595.133333333333, + "n_pred": 8270.7, + "n_ref": 7328.933333333333 + }, + "4": { + "Dice": 0.42317532466920915, + "FN": 1806.8666666666666, + "FP": 360.76666666666665, + "IoU": 0.32328889771019137, + "TN": 568250.9666666667, + "TP": 2005.9333333333334, + "n_pred": 2366.7, + "n_ref": 3812.8 + }, + "5": { + "Dice": 0.4764182186008641, + "FN": 192.83333333333334, + "FP": 109.2, + "IoU": 0.3496679377362119, + "TN": 571947.6, + "TP": 174.9, + "n_pred": 284.1, + "n_ref": 367.73333333333335 + }, + "6": { + "Dice": 0.7772701788468194, + "FN": 3117.3333333333335, + "FP": 2144.733333333333, + "IoU": 0.7070151465379292, + "TN": 537333.1, + "TP": 29829.366666666665, + "n_pred": 31974.1, + "n_ref": 32946.7 + }, + "7": { + "Dice": 0.43606595857317093, + "FN": 2623.2, + "FP": 6628.0, + "IoU": 0.34103807539765224, + "TN": 556010.5, + "TP": 7162.833333333333, + "n_pred": 13790.833333333334, + "n_ref": 9786.033333333333 + }, + "8": { + "Dice": 0.6290361975503882, + "FN": 1184.1, + "FP": 555.0666666666667, + "IoU": 0.5661568835549434, + "TN": 566966.6666666666, + "TP": 3718.7, + "n_pred": 4273.766666666666, + "n_ref": 4902.8 + }, + "9": { + "Dice": 0.4898141269275817, + "FN": 223.73333333333332, + "FP": 326.3, + "IoU": 0.4173224706484488, + "TN": 569962.2333333333, + "TP": 1912.2666666666667, + "n_pred": 2238.5666666666666, + "n_ref": 2136.0 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 12939, + "IoU": 0.0, + "TN": 687989, + "TP": 0, + "n_pred": 12939, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 154, + "IoU": 0.0, + "TN": 700774, + "TP": 0, + "n_pred": 154, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8781258702311334, + "FN": 17196, + "FP": 310, + "IoU": 0.7827311878669033, + "TN": 620355, + "TP": 63067, + "n_pred": 63377, + "n_ref": 80263 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8032548093826912, + "FN": 1253, + "FP": 2664, + "IoU": 0.6711995299252917, + "TN": 689015, + "TP": 7996, + "n_pred": 10660, + "n_ref": 9249 + }, + "9": { + "Dice": 0.7379838366652488, + "FN": 369, + "FP": 3327, + "IoU": 0.5847657566565554, + "TN": 692027, + "TP": 5205, + "n_pred": 8532, + "n_ref": 5574 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6582207207207207, + "FN": 854, + "FP": 4002, + "IoU": 0.49055812001678556, + "TN": 516164, + "TP": 4676, + "n_pred": 8678, + "n_ref": 5530 + }, + "11": { + "Dice": 0.0, + "FN": 380, + "FP": 0, + "IoU": 0.0, + "TN": 525316, + "TP": 0, + "n_pred": 0, + "n_ref": 380 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.640998229964424, + "FN": 14687, + "FP": 5798, + "IoU": 0.4716684290614603, + "TN": 486923, + "TP": 18288, + "n_pred": 24086, + "n_ref": 32975 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.06384092098377812, + "FN": 3560, + "FP": 18, + "IoU": 0.032972972972972976, + "TN": 521996, + "TP": 122, + "n_pred": 140, + "n_ref": 3682 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3369, + "IoU": 0.0, + "TN": 522327, + "TP": 0, + "n_pred": 3369, + "n_ref": 0 + }, + "4": { + "Dice": 0.6153846153846154, + "FN": 138, + "FP": 312, + "IoU": 0.4444444444444444, + "TN": 524886, + "TP": 360, + "n_pred": 672, + "n_ref": 498 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7964217038709138, + "FN": 2355, + "FP": 80, + "IoU": 0.6617115865518199, + "TN": 518498, + "TP": 4763, + "n_pred": 4843, + "n_ref": 7118 + }, + "7": { + "Dice": 0.40915309041164033, + "FN": 4700, + "FP": 51, + "IoU": 0.25719199499687306, + "TN": 519300, + "TP": 1645, + "n_pred": 1696, + "n_ref": 6345 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 76, + "IoU": 0.0, + "TN": 525620, + "TP": 0, + "n_pred": 76, + "n_ref": 0 + }, + "9": { + "Dice": 0.7603597249162405, + "FN": 884, + "FP": 1834, + "IoU": 0.613371266002845, + "TN": 518666, + "TP": 4312, + "n_pred": 6146, + "n_ref": 5196 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1107, + "IoU": 0.0, + "TN": 524589, + "TP": 0, + "n_pred": 1107, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.41503530166880614, + "FN": 2797, + "FP": 11785, + "IoU": 0.26185775752973933, + "TN": 505941, + "TP": 5173, + "n_pred": 16958, + "n_ref": 7970 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9475528364849833, + "FN": 783, + "FP": 1103, + "IoU": 0.9003329281826349, + "TN": 506773, + "TP": 17037, + "n_pred": 18140, + "n_ref": 17820 + }, + "9": { + "Dice": 0.0, + "FN": 184, + "FP": 48, + "IoU": 0.0, + "TN": 525464, + "TP": 0, + "n_pred": 48, + "n_ref": 184 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7502027801862781, + "FN": 16853, + "FP": 1009, + "IoU": 0.600259600751947, + "TN": 481012, + "TP": 26822, + "n_pred": 27831, + "n_ref": 43675 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1488, + "IoU": 0.0, + "TN": 524208, + "TP": 0, + "n_pred": 1488, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 355, + "IoU": 0.0, + "TN": 525341, + "TP": 0, + "n_pred": 355, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9620287196356275, + "FN": 3450, + "FP": 1352, + "IoU": 0.9268355857571648, + "TN": 460063, + "TP": 60831, + "n_pred": 62183, + "n_ref": 64281 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1507, + "IoU": 0.0, + "TN": 524189, + "TP": 0, + "n_pred": 1507, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 525690, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7737477753561809, + "FN": 23079, + "FP": 694, + "IoU": 0.6309858280427798, + "TN": 461273, + "TP": 40650, + "n_pred": 41344, + "n_ref": 63729 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 14590, + "IoU": 0.0, + "TN": 511106, + "TP": 0, + "n_pred": 14590, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 765, + "IoU": 0.0, + "TN": 524931, + "TP": 0, + "n_pred": 765, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8635077147813385, + "FN": 2279, + "FP": 711, + "IoU": 0.7598007712082262, + "TN": 513248, + "TP": 9458, + "n_pred": 10169, + "n_ref": 11737 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3190, + "IoU": 0.0, + "TN": 522506, + "TP": 0, + "n_pred": 3190, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6067805191517536, + "FN": 19611, + "FP": 582, + "IoU": 0.43552399854638973, + "TN": 665155, + "TP": 15580, + "n_pred": 16162, + "n_ref": 35191 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 105, + "IoU": 0.0, + "TN": 700823, + "TP": 0, + "n_pred": 105, + "n_ref": 0 + }, + "12": { + "Dice": 0.6956521739130435, + "FN": 389, + "FP": 752, + "IoU": 0.5333333333333333, + "TN": 698483, + "TP": 1304, + "n_pred": 2056, + "n_ref": 1693 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1908, + "IoU": 0.0, + "TN": 699020, + "TP": 0, + "n_pred": 1908, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 445, + "IoU": 0.0, + "TN": 700483, + "TP": 0, + "n_pred": 445, + "n_ref": 0 + }, + "3": { + "Dice": 0.4827018121911038, + "FN": 590, + "FP": 38, + "IoU": 0.31813246471226925, + "TN": 700007, + "TP": 293, + "n_pred": 331, + "n_ref": 883 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6753370340999207, + "FN": 1964, + "FP": 83, + "IoU": 0.5098180076628352, + "TN": 696752, + "TP": 2129, + "n_pred": 2212, + "n_ref": 4093 + }, + "6": { + "Dice": 0.16321745335915996, + "FN": 1528, + "FP": 14888, + "IoU": 0.088860520619415, + "TN": 682911, + "TP": 1601, + "n_pred": 16489, + "n_ref": 3129 + }, + "7": { + "Dice": 0.43333097044020696, + "FN": 857, + "FP": 15131, + "IoU": 0.2765938192841953, + "TN": 678827, + "TP": 6113, + "n_pred": 21244, + "n_ref": 6970 + }, + "8": { + "Dice": 0.9565698571332752, + "FN": 2104, + "FP": 486, + "IoU": 0.9167550541574262, + "TN": 669815, + "TP": 28523, + "n_pred": 29009, + "n_ref": 30627 + }, + "9": { + "Dice": 0.7335526315789473, + "FN": 83, + "FP": 889, + "IoU": 0.5792207792207792, + "TN": 698618, + "TP": 1338, + "n_pred": 2227, + "n_ref": 1421 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6613024085637823, + "FN": 15739, + "FP": 3245, + "IoU": 0.4939893914758643, + "TN": 663411, + "TP": 18533, + "n_pred": 21778, + "n_ref": 34272 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.14390602055800295, + "FN": 1710, + "FP": 39, + "IoU": 0.07753164556962025, + "TN": 699032, + "TP": 147, + "n_pred": 186, + "n_ref": 1857 + }, + "13": { + "Dice": 0.0, + "FN": 765, + "FP": 2394, + "IoU": 0.0, + "TN": 697769, + "TP": 0, + "n_pred": 2394, + "n_ref": 765 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.5846153846153846, + "FN": 0, + "FP": 54, + "IoU": 0.41304347826086957, + "TN": 700836, + "TP": 38, + "n_pred": 92, + "n_ref": 38 + }, + "4": { + "Dice": 0.8219523166891588, + "FN": 559, + "FP": 3399, + "IoU": 0.6977241484649458, + "TN": 687834, + "TP": 9136, + "n_pred": 12535, + "n_ref": 9695 + }, + "5": { + "Dice": 0.6636636636636637, + "FN": 65, + "FP": 383, + "IoU": 0.4966292134831461, + "TN": 700038, + "TP": 442, + "n_pred": 825, + "n_ref": 507 + }, + "6": { + "Dice": 0.9198817137748435, + "FN": 6686, + "FP": 3799, + "IoU": 0.8516490513179676, + "TN": 630251, + "TP": 60192, + "n_pred": 63991, + "n_ref": 66878 + }, + "7": { + "Dice": 0.41330239752513537, + "FN": 7441, + "FP": 145, + "IoU": 0.260479625658023, + "TN": 690670, + "TP": 2672, + "n_pred": 2817, + "n_ref": 10113 + }, + "8": { + "Dice": 0.9316336536575799, + "FN": 892, + "FP": 2594, + "IoU": 0.872017035024598, + "TN": 673690, + "TP": 23752, + "n_pred": 26346, + "n_ref": 24644 + }, + "9": { + "Dice": 0.3902439024390244, + "FN": 104, + "FP": 21, + "IoU": 0.24242424242424243, + "TN": 700763, + "TP": 40, + "n_pred": 61, + "n_ref": 144 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9650926591455983, + "FN": 1115, + "FP": 2, + "IoU": 0.9325401618552965, + "TN": 509138, + "TP": 15441, + "n_pred": 15443, + "n_ref": 16556 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6126126126126126, + "FN": 25, + "FP": 18, + "IoU": 0.44155844155844154, + "TN": 525619, + "TP": 34, + "n_pred": 52, + "n_ref": 59 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 525689, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "3": { + "Dice": 0.9698220822337618, + "FN": 3299, + "FP": 2373, + "IoU": 0.9414122216254184, + "TN": 428884, + "TP": 91140, + "n_pred": 93513, + "n_ref": 94439 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 525685, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7487329654240342, + "FN": 826, + "FP": 1405, + "IoU": 0.5983798379837983, + "TN": 520141, + "TP": 3324, + "n_pred": 4729, + "n_ref": 4150 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9725545390570021, + "FN": 210, + "FP": 687, + "IoU": 0.9465753424657535, + "TN": 508906, + "TP": 15893, + "n_pred": 16580, + "n_ref": 16103 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9699668667782042, + "FN": 2070, + "FP": 1592, + "IoU": 0.9416851123461312, + "TN": 462899, + "TP": 59135, + "n_pred": 60727, + "n_ref": 61205 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.920253455464723, + "FN": 1968, + "FP": 461, + "IoU": 0.8522865482850888, + "TN": 509252, + "TP": 14015, + "n_pred": 14476, + "n_ref": 15983 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.651685393258427, + "FN": 31, + "FP": 0, + "IoU": 0.48333333333333334, + "TN": 700868, + "TP": 29, + "n_pred": 29, + "n_ref": 60 + }, + "10": { + "Dice": 0.8106344578647786, + "FN": 4725, + "FP": 3459, + "IoU": 0.6815688105521186, + "TN": 675227, + "TP": 17517, + "n_pred": 20976, + "n_ref": 22242 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6777929613118573, + "FN": 14197, + "FP": 186, + "IoU": 0.5126224119819728, + "TN": 671417, + "TP": 15128, + "n_pred": 15314, + "n_ref": 29325 + }, + "14": { + "Dice": 0.8855822095790367, + "FN": 2572, + "FP": 1611, + "IoU": 0.794659074174071, + "TN": 680557, + "TP": 16188, + "n_pred": 17799, + "n_ref": 18760 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6827185265215826, + "FN": 1118, + "FP": 5049, + "IoU": 0.5182783940009373, + "TN": 688126, + "TP": 6635, + "n_pred": 11684, + "n_ref": 7753 + }, + "7": { + "Dice": 0.9646235304675581, + "FN": 1345, + "FP": 4568, + "IoU": 0.9316645286551329, + "TN": 614399, + "TP": 80616, + "n_pred": 85184, + "n_ref": 81961 + }, + "8": { + "Dice": 0.8978723404255319, + "FN": 12, + "FP": 36, + "IoU": 0.8146718146718147, + "TN": 700669, + "TP": 211, + "n_pred": 247, + "n_ref": 223 + }, + "9": { + "Dice": 0.8824455899198167, + "FN": 1478, + "FP": 164, + "IoU": 0.7896220371556695, + "TN": 693123, + "TP": 6163, + "n_pred": 6327, + "n_ref": 7641 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 525693, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3922, + "IoU": 0.0, + "TN": 521774, + "TP": 0, + "n_pred": 3922, + "n_ref": 0 + }, + "11": { + "Dice": 0.5336875150929727, + "FN": 1738, + "FP": 193, + "IoU": 0.36396574440052704, + "TN": 522660, + "TP": 1105, + "n_pred": 1298, + "n_ref": 2843 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 199, + "IoU": 0.0, + "TN": 525497, + "TP": 0, + "n_pred": 199, + "n_ref": 0 + }, + "13": { + "Dice": 0.35206700891650905, + "FN": 5771, + "FP": 3821, + "IoU": 0.21364158058698146, + "TN": 513498, + "TP": 2606, + "n_pred": 6427, + "n_ref": 8377 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9601687678939174, + "FN": 507, + "FP": 286, + "IoU": 0.9233890445367597, + "TN": 515345, + "TP": 9558, + "n_pred": 9844, + "n_ref": 10065 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.4164823461948063, + "FN": 6942, + "FP": 181, + "IoU": 0.26301086394205897, + "TN": 516031, + "TP": 2542, + "n_pred": 2723, + "n_ref": 9484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9798614314313838, + "FN": 2551, + "FP": 1684, + "IoU": 0.9605179743436754, + "TN": 418432, + "TP": 103029, + "n_pred": 104713, + "n_ref": 105580 + }, + "7": { + "Dice": 0.0030145704237146205, + "FN": 21, + "FP": 5932, + "IoU": 0.0015095605501509561, + "TN": 519734, + "TP": 9, + "n_pred": 5941, + "n_ref": 30 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 43, + "IoU": 0.0, + "TN": 525653, + "TP": 0, + "n_pred": 43, + "n_ref": 0 + }, + "9": { + "Dice": 0.9631162552193978, + "FN": 1642, + "FP": 372, + "IoU": 0.9288565473877566, + "TN": 497387, + "TP": 26295, + "n_pred": 26667, + "n_ref": 27937 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8112852664576803, + "FN": 958, + "FP": 848, + "IoU": 0.6824894514767933, + "TN": 520008, + "TP": 3882, + "n_pred": 4730, + "n_ref": 4840 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 65, + "IoU": 0.0, + "TN": 525631, + "TP": 0, + "n_pred": 65, + "n_ref": 0 + }, + "13": { + "Dice": 0.5321385108972232, + "FN": 12013, + "FP": 13361, + "IoU": 0.362526379258366, + "TN": 485892, + "TP": 14430, + "n_pred": 27791, + "n_ref": 26443 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 10448, + "IoU": 0.0, + "TN": 515248, + "TP": 0, + "n_pred": 10448, + "n_ref": 0 + }, + "3": { + "Dice": 0.837232185061208, + "FN": 15984, + "FP": 889, + "IoU": 0.7200338488086547, + "TN": 465428, + "TP": 43395, + "n_pred": 44284, + "n_ref": 59379 + }, + "4": { + "Dice": 0.7768691293009595, + "FN": 3725, + "FP": 5088, + "IoU": 0.6351480024839578, + "TN": 501541, + "TP": 15342, + "n_pred": 20430, + "n_ref": 19067 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9487716079465642, + "FN": 266, + "FP": 8669, + "IoU": 0.902536133078811, + "TN": 434021, + "TP": 82740, + "n_pred": 91409, + "n_ref": 83006 + }, + "7": { + "Dice": 0.4330606173298624, + "FN": 5181, + "FP": 917, + "IoU": 0.27637356117242196, + "TN": 517269, + "TP": 2329, + "n_pred": 3246, + "n_ref": 7510 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.820420602320695, + "FN": 6760, + "FP": 2727, + "IoU": 0.6955196097310482, + "TN": 494538, + "TP": 21671, + "n_pred": 24398, + "n_ref": 28431 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4327182554153599, + "FN": 6455, + "FP": 9101, + "IoU": 0.2760947461491926, + "TN": 504207, + "TP": 5933, + "n_pred": 15034, + "n_ref": 12388 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 27, + "FP": 128, + "IoU": 0.0, + "TN": 525541, + "TP": 0, + "n_pred": 128, + "n_ref": 27 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8976856649395509, + "FN": 37740, + "FP": 3728, + "IoU": 0.8143645023815492, + "TN": 302312, + "TP": 181916, + "n_pred": 185644, + "n_ref": 219656 + }, + "7": { + "Dice": 0.6975397495077844, + "FN": 13534, + "FP": 4747, + "IoU": 0.535555499098092, + "TN": 486335, + "TP": 21080, + "n_pred": 25827, + "n_ref": 34614 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9925655315237751, + "FN": 140, + "FP": 499, + "IoU": 0.9852407899295531, + "TN": 482401, + "TP": 42656, + "n_pred": 43155, + "n_ref": 42796 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8049286859650604, + "FN": 5145, + "FP": 6412, + "IoU": 0.6735402954718793, + "TN": 665527, + "TP": 23844, + "n_pred": 30256, + "n_ref": 28989 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.826840192681484, + "FN": 2465, + "FP": 5731, + "IoU": 0.7047975795994813, + "TN": 673164, + "TP": 19568, + "n_pred": 25299, + "n_ref": 22033 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.43418420420901016, + "FN": 28219, + "FP": 65, + "IoU": 0.27728945216680295, + "TN": 661792, + "TP": 10852, + "n_pred": 10917, + "n_ref": 39071 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9240494619013846, + "FN": 2799, + "FP": 4590, + "IoU": 0.85882150636249, + "TN": 648590, + "TP": 44949, + "n_pred": 49539, + "n_ref": 47748 + }, + "7": { + "Dice": 0.36535276048953863, + "FN": 8644, + "FP": 30819, + "IoU": 0.22350556845460628, + "TN": 650106, + "TP": 11359, + "n_pred": 42178, + "n_ref": 20003 + }, + "8": { + "Dice": 0.8739069111424541, + "FN": 42, + "FP": 405, + "IoU": 0.7760521042084169, + "TN": 698932, + "TP": 1549, + "n_pred": 1954, + "n_ref": 1591 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1473, + "IoU": 0.0, + "TN": 699455, + "TP": 0, + "n_pred": 1473, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 4133, + "IoU": 0.0, + "TN": 346331, + "TP": 0, + "n_pred": 4133, + "n_ref": 0 + }, + "15": { + "Dice": 0.5802967204580948, + "FN": 6434, + "FP": 16, + "IoU": 0.4087450728756073, + "TN": 339555, + "TP": 4459, + "n_pred": 4475, + "n_ref": 10893 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8246621621621621, + "FN": 1256, + "FP": 820, + "IoU": 0.7016384018396091, + "TN": 343506, + "TP": 4882, + "n_pred": 5702, + "n_ref": 6138 + }, + "7": { + "Dice": 0.9245038696660343, + "FN": 275, + "FP": 2232, + "IoU": 0.8596068768550148, + "TN": 332607, + "TP": 15350, + "n_pred": 17582, + "n_ref": 15625 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 4159, + "IoU": 0.0, + "TN": 521537, + "TP": 0, + "n_pred": 4159, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 78454, + "IoU": 0.0, + "TN": 447242, + "TP": 0, + "n_pred": 78454, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.927786866090208, + "FN": 240, + "FP": 69, + "IoU": 0.8653007846556233, + "TN": 698634, + "TP": 1985, + "n_pred": 2054, + "n_ref": 2225 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9717041194086161, + "FN": 590, + "FP": 1810, + "IoU": 0.9449654887752528, + "TN": 657319, + "TP": 41209, + "n_pred": 43019, + "n_ref": 41799 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 7766, + "IoU": 0.0, + "TN": 517930, + "TP": 0, + "n_pred": 7766, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 749, + "IoU": 0.0, + "TN": 524947, + "TP": 0, + "n_pred": 749, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 525689, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.006697362913352867, + "FN": 2364, + "FP": 9, + "IoU": 0.0033599328013439733, + "TN": 523315, + "TP": 8, + "n_pred": 17, + "n_ref": 2372 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 10369, + "IoU": 0.0, + "TN": 515327, + "TP": 0, + "n_pred": 10369, + "n_ref": 0 + }, + "8": { + "Dice": 0.336690779232671, + "FN": 28556, + "FP": 420, + "IoU": 0.20242224057252958, + "TN": 489366, + "TP": 7354, + "n_pred": 7774, + "n_ref": 35910 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 214, + "IoU": 0.0, + "TN": 525482, + "TP": 0, + "n_pred": 214, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 84, + "FP": 0, + "IoU": 0.0, + "TN": 525612, + "TP": 0, + "n_pred": 0, + "n_ref": 84 + }, + "15": { + "Dice": 0.1437403400309119, + "FN": 60, + "FP": 1048, + "IoU": 0.07743547044129892, + "TN": 524495, + "TP": 93, + "n_pred": 1141, + "n_ref": 153 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 525692, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "3": { + "Dice": 0.4015748031496063, + "FN": 304, + "FP": 0, + "IoU": 0.2512315270935961, + "TN": 525290, + "TP": 102, + "n_pred": 102, + "n_ref": 406 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1014, + "IoU": 0.0, + "TN": 524682, + "TP": 0, + "n_pred": 1014, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7977130977130977, + "FN": 6237, + "FP": 5439, + "IoU": 0.6634964551270967, + "TN": 666230, + "TP": 23022, + "n_pred": 28461, + "n_ref": 29259 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.015452232246125375, + "FN": 18018, + "FP": 3263, + "IoU": 0.00778627377844088, + "TN": 679480, + "TP": 167, + "n_pred": 3430, + "n_ref": 18185 + }, + "14": { + "Dice": 0.060517038777908344, + "FN": 27174, + "FP": 8004, + "IoU": 0.031202665858830657, + "TN": 664617, + "TP": 1133, + "n_pred": 9137, + "n_ref": 28307 + }, + "15": { + "Dice": 0.41174436696824757, + "FN": 18234, + "FP": 2182, + "IoU": 0.25924313341315625, + "TN": 673367, + "TP": 7145, + "n_pred": 9327, + "n_ref": 25379 + }, + "2": { + "Dice": 0.25727105758724106, + "FN": 31911, + "FP": 36, + "IoU": 0.14762540021344717, + "TN": 663448, + "TP": 5533, + "n_pred": 5569, + "n_ref": 37444 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 22980, + "IoU": 0.0, + "TN": 677948, + "TP": 0, + "n_pred": 22980, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8086025931261577, + "FN": 6692, + "FP": 2608, + "IoU": 0.6787009846260148, + "TN": 671983, + "TP": 19645, + "n_pred": 22253, + "n_ref": 26337 + }, + "7": { + "Dice": 0.8039542143600417, + "FN": 1625, + "FP": 259, + "IoU": 0.6721767878893335, + "TN": 695181, + "TP": 3863, + "n_pred": 4122, + "n_ref": 5488 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 186, + "IoU": 0.0, + "TN": 700742, + "TP": 0, + "n_pred": 186, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 525691, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.559974813726519, + "FN": 1392, + "FP": 2801, + "IoU": 0.38886459699752224, + "TN": 518835, + "TP": 2668, + "n_pred": 5469, + "n_ref": 4060 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8717087082439812, + "FN": 1124, + "FP": 4679, + "IoU": 0.7725918959166079, + "TN": 500178, + "TP": 19715, + "n_pred": 24394, + "n_ref": 20839 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8018393008913199, + "FN": 10612, + "FP": 7574, + "IoU": 0.6692251727901055, + "TN": 470716, + "TP": 36794, + "n_pred": 44368, + "n_ref": 47406 + }, + "15": { + "Dice": 0.3570108265117507, + "FN": 4460, + "FP": 410, + "IoU": 0.21729347476695596, + "TN": 519474, + "TP": 1352, + "n_pred": 1762, + "n_ref": 5812 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8048484848484848, + "FN": 455, + "FP": 28, + "IoU": 0.6734279918864098, + "TN": 524217, + "TP": 996, + "n_pred": 1024, + "n_ref": 1451 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.09142857142857143, + "FN": 0, + "FP": 159, + "IoU": 0.04790419161676647, + "TN": 700761, + "TP": 8, + "n_pred": 167, + "n_ref": 8 + }, + "10": { + "Dice": 0.8649754268344649, + "FN": 1006, + "FP": 3747, + "IoU": 0.7620763878460229, + "TN": 680951, + "TP": 15224, + "n_pred": 18971, + "n_ref": 16230 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 208, + "FP": 0, + "IoU": 0.0, + "TN": 700720, + "TP": 0, + "n_pred": 0, + "n_ref": 208 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.7900383141762453, + "FN": 351, + "FP": 745, + "IoU": 0.6529449018366055, + "TN": 697770, + "TP": 2062, + "n_pred": 2807, + "n_ref": 2413 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9646995839792993, + "FN": 1562, + "FP": 1603, + "IoU": 0.9318064293717142, + "TN": 654516, + "TP": 43247, + "n_pred": 44850, + "n_ref": 44809 + }, + "7": { + "Dice": 0.6948089659582206, + "FN": 30901, + "FP": 21124, + "IoU": 0.5323427359185948, + "TN": 589682, + "TP": 59221, + "n_pred": 80345, + "n_ref": 90122 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9603462626935242, + "FN": 869, + "FP": 322, + "IoU": 0.9237174149747006, + "TN": 510083, + "TP": 14422, + "n_pred": 14744, + "n_ref": 15291 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 175, + "FP": 330, + "IoU": 0.0, + "TN": 525191, + "TP": 0, + "n_pred": 330, + "n_ref": 175 + }, + "14": { + "Dice": 0.9045706297666024, + "FN": 4915, + "FP": 478, + "IoU": 0.8257681000226149, + "TN": 494743, + "TP": 25560, + "n_pred": 26038, + "n_ref": 30475 + }, + "15": { + "Dice": 0.8596943472656969, + "FN": 451, + "FP": 1073, + "IoU": 0.7539157112869369, + "TN": 519503, + "TP": 4669, + "n_pred": 5742, + "n_ref": 5120 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7437053102443323, + "FN": 14596, + "FP": 530, + "IoU": 0.5919831678895123, + "TN": 488624, + "TP": 21946, + "n_pred": 22476, + "n_ref": 36542 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.958745936531055, + "FN": 2749, + "FP": 2746, + "IoU": 0.9207608115707961, + "TN": 456349, + "TP": 63852, + "n_pred": 66598, + "n_ref": 66601 + }, + "7": { + "Dice": 0.4214473684210526, + "FN": 69, + "FP": 8725, + "IoU": 0.2669834125197966, + "TN": 513699, + "TP": 3203, + "n_pred": 11928, + "n_ref": 3272 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5256477525422882, + "FN": 17388, + "FP": 1597, + "IoU": 0.3565279284164859, + "TN": 496192, + "TP": 10519, + "n_pred": 12116, + "n_ref": 27907 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 525695, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "12": { + "Dice": 0.32678295429454624, + "FN": 2218, + "FP": 831, + "IoU": 0.19530219055159673, + "TN": 521907, + "TP": 740, + "n_pred": 1571, + "n_ref": 2958 + }, + "13": { + "Dice": 0.0, + "FN": 1679, + "FP": 0, + "IoU": 0.0, + "TN": 524017, + "TP": 0, + "n_pred": 0, + "n_ref": 1679 + }, + "14": { + "Dice": 0.7981071077168158, + "FN": 2075, + "FP": 2234, + "IoU": 0.6640417901138312, + "TN": 512870, + "TP": 8517, + "n_pred": 10751, + "n_ref": 10592 + }, + "15": { + "Dice": 0.322991649870429, + "FN": 15417, + "FP": 3393, + "IoU": 0.1925999055672404, + "TN": 502399, + "TP": 4487, + "n_pred": 7880, + "n_ref": 19904 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.977592743027349, + "FN": 296, + "FP": 366, + "IoU": 0.9561676488114944, + "TN": 510593, + "TP": 14441, + "n_pred": 14807, + "n_ref": 14737 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 7761, + "IoU": 0.0, + "TN": 517935, + "TP": 0, + "n_pred": 7761, + "n_ref": 0 + }, + "7": { + "Dice": 0.3990040222179659, + "FN": 3858, + "FP": 11831, + "IoU": 0.24922237641766762, + "TN": 504799, + "TP": 5208, + "n_pred": 17039, + "n_ref": 9066 + }, + "8": { + "Dice": 0.9292444749014905, + "FN": 757, + "FP": 69, + "IoU": 0.86784, + "TN": 519446, + "TP": 5424, + "n_pred": 5493, + "n_ref": 6181 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9765574293477663, + "FN": 1656, + "FP": 475, + "IoU": 0.954188791194617, + "TN": 479179, + "TP": 44386, + "n_pred": 44861, + "n_ref": 46042 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2890011223344557, + "FN": 7602, + "FP": 0, + "IoU": 0.16890783863561823, + "TN": 516549, + "TP": 1545, + "n_pred": 1545, + "n_ref": 9147 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5379876796714579, + "FN": 1736, + "FP": 64, + "IoU": 0.36797752808988765, + "TN": 522848, + "TP": 1048, + "n_pred": 1112, + "n_ref": 2784 + }, + "3": { + "Dice": 0.009900990099009901, + "FN": 63, + "FP": 1737, + "IoU": 0.004975124378109453, + "TN": 523887, + "TP": 9, + "n_pred": 1746, + "n_ref": 72 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7878787878787878, + "FN": 38, + "FP": 4, + "IoU": 0.65, + "TN": 525576, + "TP": 78, + "n_pred": 82, + "n_ref": 116 + }, + "7": { + "Dice": 0.0, + "FN": 21, + "FP": 0, + "IoU": 0.0, + "TN": 525675, + "TP": 0, + "n_pred": 0, + "n_ref": 21 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 4077, + "IoU": 0.0, + "TN": 521619, + "TP": 0, + "n_pred": 4077, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9705509370156404, + "FN": 332, + "FP": 295, + "IoU": 0.9427867506159321, + "TN": 689969, + "TP": 10332, + "n_pred": 10627, + "n_ref": 10664 + }, + "10": { + "Dice": 0.8630457773077505, + "FN": 1504, + "FP": 2122, + "IoU": 0.7590857750315594, + "TN": 685877, + "TP": 11425, + "n_pred": 13547, + "n_ref": 12929 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.66884661117717, + "FN": 325, + "FP": 789, + "IoU": 0.5024564537740063, + "TN": 698689, + "TP": 1125, + "n_pred": 1914, + "n_ref": 1450 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 700923, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9711730767217097, + "FN": 1127, + "FP": 1626, + "IoU": 0.9439615689946466, + "TN": 651801, + "TP": 46374, + "n_pred": 48000, + "n_ref": 47501 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8860911270983214, + "FN": 224, + "FP": 346, + "IoU": 0.7954790096878364, + "TN": 698141, + "TP": 2217, + "n_pred": 2563, + "n_ref": 2441 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0401.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.566697715501755, + "FN": 1287.1644444444444, + "FP": 1371.3377777777778, + "IoU": 0.4845796805003965, + "TN": 592875.5022222222, + "TP": 6095.862222222222, + "n_pred": 7467.199999999999, + "n_ref": 7383.026666666668 + }, + "mean": { + "1": { + "Dice": 0.5583305736471061, + "FN": 5015.133333333333, + "FP": 326.8, + "IoU": 0.5137400107493802, + "TN": 590598.5666666667, + "TP": 5689.366666666667, + "n_pred": 6016.166666666667, + "n_ref": 10704.5 + }, + "10": { + "Dice": 0.6778079673299571, + "FN": 1251.0666666666666, + "FP": 883.5666666666667, + "IoU": 0.5507758094466603, + "TN": 596289.1333333333, + "TP": 3206.1, + "n_pred": 4089.6666666666665, + "n_ref": 4457.166666666667 + }, + "11": { + "Dice": 0.44399199295866426, + "FN": 151.46666666666667, + "FP": 169.93333333333334, + "IoU": 0.34282013476253265, + "TN": 600982.2, + "TP": 326.26666666666665, + "n_pred": 496.2, + "n_ref": 477.73333333333335 + }, + "12": { + "Dice": 0.49678154616382403, + "FN": 343.43333333333334, + "FP": 332.43333333333334, + "IoU": 0.36439754650287776, + "TN": 600407.5666666667, + "TP": 546.4333333333333, + "n_pred": 878.8666666666667, + "n_ref": 889.8666666666667 + }, + "13": { + "Dice": 0.43085465690622443, + "FN": 2173.766666666667, + "FP": 1267.8333333333333, + "IoU": 0.3144642602664673, + "TN": 595922.1666666666, + "TP": 2266.1, + "n_pred": 3533.9333333333334, + "n_ref": 4439.866666666667 + }, + "14": { + "Dice": 0.4537179116804637, + "FN": 627.2666666666667, + "FP": 431.2, + "IoU": 0.4157739038171545, + "TN": 595650.2666666667, + "TP": 4921.133333333333, + "n_pred": 5352.333333333333, + "n_ref": 5548.4 + }, + "15": { + "Dice": 0.5001344782169161, + "FN": 1131.5333333333333, + "FP": 299.56666666666666, + "IoU": 0.4177083637529681, + "TN": 597161.3666666667, + "TP": 3037.4, + "n_pred": 3336.9666666666667, + "n_ref": 4168.933333333333 + }, + "2": { + "Dice": 0.4755225532376676, + "FN": 1251.6, + "FP": 1817.0666666666666, + "IoU": 0.42758428459417835, + "TN": 593292.4333333333, + "TP": 5268.766666666666, + "n_pred": 7085.833333333333, + "n_ref": 6520.366666666667 + }, + "3": { + "Dice": 0.49906162013967037, + "FN": 2049.766666666667, + "FP": 1112.4333333333334, + "IoU": 0.43123612536329026, + "TN": 592005.1, + "TP": 6462.566666666667, + "n_pred": 7575.0, + "n_ref": 8512.333333333334 + }, + "4": { + "Dice": 0.4614978732345314, + "FN": 366.0, + "FP": 411.8, + "IoU": 0.38202707986106055, + "TN": 599050.7, + "TP": 1801.3666666666666, + "n_pred": 2213.1666666666665, + "n_ref": 2167.366666666667 + }, + "5": { + "Dice": 0.520991766052049, + "FN": 313.0, + "FP": 276.03333333333336, + "IoU": 0.43239069604639074, + "TN": 599957.0333333333, + "TP": 1083.8, + "n_pred": 1359.8333333333333, + "n_ref": 1396.8 + }, + "6": { + "Dice": 0.7200759599959149, + "FN": 1581.7333333333333, + "FP": 9572.3, + "IoU": 0.6554332243521741, + "TN": 559738.5333333333, + "TP": 30737.3, + "n_pred": 40309.6, + "n_ref": 32319.033333333333 + }, + "7": { + "Dice": 0.6627427432244969, + "FN": 928.0333333333333, + "FP": 1438.3666666666666, + "IoU": 0.5786554817486596, + "TN": 588429.8666666667, + "TP": 10833.6, + "n_pred": 12271.966666666667, + "n_ref": 11761.633333333333 + }, + "8": { + "Dice": 0.9206685646200341, + "FN": 863.5333333333333, + "FP": 1112.1666666666667, + "IoU": 0.859503098169828, + "TN": 589944.7333333333, + "TP": 9709.433333333332, + "n_pred": 10821.6, + "n_ref": 10572.966666666667 + }, + "9": { + "Dice": 0.6782855251188029, + "FN": 1260.1333333333334, + "FP": 1118.5666666666666, + "IoU": 0.5821851880723244, + "TN": 593702.8666666667, + "TP": 5548.3, + "n_pred": 6666.866666666667, + "n_ref": 6808.433333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6746053127862492, + "FN": 4442, + "FP": 1597, + "IoU": 0.5089844702821368, + "TN": 513397, + "TP": 6260, + "n_pred": 7857, + "n_ref": 10702 + }, + "6": { + "Dice": 0.8807128873286978, + "FN": 820, + "FP": 2714, + "IoU": 0.7868516284680338, + "TN": 509116, + "TP": 13046, + "n_pred": 15760, + "n_ref": 13866 + }, + "7": { + "Dice": 0.47019311502938704, + "FN": 0, + "FP": 631, + "IoU": 0.30735455543358947, + "TN": 524785, + "TP": 280, + "n_pred": 911, + "n_ref": 280 + }, + "8": { + "Dice": 0.9612700012599219, + "FN": 911, + "FP": 626, + "IoU": 0.9254281694240939, + "TN": 505085, + "TP": 19074, + "n_pred": 19700, + "n_ref": 19985 + }, + "9": { + "Dice": 0.8291623078780076, + "FN": 3938, + "FP": 308, + "IoU": 0.7081786941580756, + "TN": 511146, + "TP": 10304, + "n_pred": 10612, + "n_ref": 14242 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9127216869152353, + "FN": 478, + "FP": 772, + "IoU": 0.839455432828153, + "TN": 517910, + "TP": 6536, + "n_pred": 7308, + "n_ref": 7014 + }, + "10": { + "Dice": 0.42838802444410207, + "FN": 6944, + "FP": 4187, + "IoU": 0.27257874787609465, + "TN": 510394, + "TP": 4171, + "n_pred": 8358, + "n_ref": 11115 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5035894708854028, + "FN": 1764, + "FP": 103, + "IoU": 0.3365316275764037, + "TN": 522882, + "TP": 947, + "n_pred": 1050, + "n_ref": 2711 + }, + "13": { + "Dice": 0.6275238537683594, + "FN": 7230, + "FP": 3193, + "IoU": 0.45722022600635315, + "TN": 506493, + "TP": 8780, + "n_pred": 11973, + "n_ref": 16010 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5627194516332098, + "FN": 29159, + "FP": 2100, + "IoU": 0.3915167795686366, + "TN": 474324, + "TP": 20113, + "n_pred": 22213, + "n_ref": 49272 + }, + "3": { + "Dice": 0.6656146830059874, + "FN": 3771, + "FP": 26108, + "IoU": 0.49881745139809114, + "TN": 466079, + "TP": 29738, + "n_pred": 55846, + "n_ref": 33509 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 55, + "IoU": 0.0, + "TN": 525641, + "TP": 0, + "n_pred": 55, + "n_ref": 0 + }, + "7": { + "Dice": 0.9590786571918647, + "FN": 624, + "FP": 1213, + "IoU": 0.9213747645951036, + "TN": 502332, + "TP": 21527, + "n_pred": 22740, + "n_ref": 22151 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8069839751255681, + "FN": 284, + "FP": 523, + "IoU": 0.6764234161988774, + "TN": 523202, + "TP": 1687, + "n_pred": 2210, + "n_ref": 1971 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8862307003214418, + "FN": 1177, + "FP": 982, + "IoU": 0.7957040121120363, + "TN": 865592, + "TP": 8409, + "n_pred": 9391, + "n_ref": 9586 + }, + "11": { + "Dice": 0.6835095965530749, + "FN": 725, + "FP": 891, + "IoU": 0.5191907170484975, + "TN": 872799, + "TP": 1745, + "n_pred": 2636, + "n_ref": 2470 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8228061415553614, + "FN": 815, + "FP": 4863, + "IoU": 0.6989555166746196, + "TN": 857299, + "TP": 13183, + "n_pred": 18046, + "n_ref": 13998 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.854733492442323, + "FN": 826, + "FP": 87, + "IoU": 0.7463184217838288, + "TN": 872561, + "TP": 2686, + "n_pred": 2773, + "n_ref": 3512 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 669, + "IoU": 0.0, + "TN": 875491, + "TP": 0, + "n_pred": 669, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8103521099719694, + "FN": 3694, + "FP": 1245, + "IoU": 0.6811697114453553, + "TN": 860669, + "TP": 10552, + "n_pred": 11797, + "n_ref": 14246 + }, + "6": { + "Dice": 0.8888185896698493, + "FN": 4565, + "FP": 7033, + "IoU": 0.7998861224701072, + "TN": 818203, + "TP": 46359, + "n_pred": 53392, + "n_ref": 50924 + }, + "7": { + "Dice": 0.8140348056750131, + "FN": 1155, + "FP": 3472, + "IoU": 0.6863901314897655, + "TN": 861406, + "TP": 10127, + "n_pred": 13599, + "n_ref": 11282 + }, + "8": { + "Dice": 0.9337857256905636, + "FN": 3556, + "FP": 4738, + "IoU": 0.8757955583509293, + "TN": 809383, + "TP": 58483, + "n_pred": 63221, + "n_ref": 62039 + }, + "9": { + "Dice": 0.7905791751711758, + "FN": 10968, + "FP": 3499, + "IoU": 0.6536841097333269, + "TN": 834386, + "TP": 27307, + "n_pred": 30806, + "n_ref": 38275 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9471543880547968, + "FN": 1396, + "FP": 1177, + "IoU": 0.8996137489758496, + "TN": 675297, + "TP": 23058, + "n_pred": 24235, + "n_ref": 24454 + }, + "10": { + "Dice": 0.6806818181818182, + "FN": 10856, + "FP": 4880, + "IoU": 0.5159345391903531, + "TN": 668420, + "TP": 16772, + "n_pred": 21652, + "n_ref": 27628 + }, + "11": { + "Dice": 0.8131067961165048, + "FN": 99, + "FP": 55, + "IoU": 0.6850715746421268, + "TN": 700439, + "TP": 335, + "n_pred": 390, + "n_ref": 434 + }, + "12": { + "Dice": 0.6808414385885546, + "FN": 1018, + "FP": 393, + "IoU": 0.5161179698216736, + "TN": 698012, + "TP": 1505, + "n_pred": 1898, + "n_ref": 2523 + }, + "13": { + "Dice": 0.6083490200420772, + "FN": 1305, + "FP": 5769, + "IoU": 0.43714194780394655, + "TN": 688360, + "TP": 5494, + "n_pred": 11263, + "n_ref": 6799 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9088825214899714, + "FN": 71, + "FP": 88, + "IoU": 0.832983193277311, + "TN": 699976, + "TP": 793, + "n_pred": 881, + "n_ref": 864 + }, + "3": { + "Dice": 0.9400581525385819, + "FN": 125, + "FP": 411, + "IoU": 0.8868959696138425, + "TN": 696189, + "TP": 4203, + "n_pred": 4614, + "n_ref": 4328 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5604203152364273, + "FN": 53, + "FP": 951, + "IoU": 0.38929440389294406, + "TN": 699284, + "TP": 640, + "n_pred": 1591, + "n_ref": 693 + }, + "7": { + "Dice": 0.9586301605012445, + "FN": 3021, + "FP": 2763, + "IoU": 0.920547267782082, + "TN": 628130, + "TP": 67014, + "n_pred": 69777, + "n_ref": 70035 + }, + "8": { + "Dice": 0.9548823487083543, + "FN": 659, + "FP": 595, + "IoU": 0.9136601487193611, + "TN": 686404, + "TP": 13270, + "n_pred": 13865, + "n_ref": 13929 + }, + "9": { + "Dice": 0.9010545056149001, + "FN": 863, + "FP": 2027, + "IoU": 0.8199264751697926, + "TN": 684879, + "TP": 13159, + "n_pred": 15186, + "n_ref": 14022 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5679012345679012, + "FN": 141, + "FP": 34, + "IoU": 0.39655172413793105, + "TN": 700638, + "TP": 115, + "n_pred": 149, + "n_ref": 256 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 700927, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 4417, + "FP": 0, + "IoU": 0.0, + "TN": 696511, + "TP": 0, + "n_pred": 0, + "n_ref": 4417 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8973188948670798, + "FN": 1088, + "FP": 3435, + "IoU": 0.8137610145762991, + "TN": 676642, + "TP": 19763, + "n_pred": 23198, + "n_ref": 20851 + }, + "5": { + "Dice": 0.7775831873905429, + "FN": 328, + "FP": 2593, + "IoU": 0.6361031518624641, + "TN": 692901, + "TP": 5106, + "n_pred": 7699, + "n_ref": 5434 + }, + "6": { + "Dice": 0.9528645098762486, + "FN": 5328, + "FP": 1189, + "IoU": 0.9099725096354419, + "TN": 628539, + "TP": 65872, + "n_pred": 67061, + "n_ref": 71200 + }, + "7": { + "Dice": 0.8607852495666809, + "FN": 5078, + "FP": 6006, + "IoU": 0.7555952459703204, + "TN": 655577, + "TP": 34267, + "n_pred": 40273, + "n_ref": 39345 + }, + "8": { + "Dice": 0.953615070573646, + "FN": 1466, + "FP": 1863, + "IoU": 0.9113425124503981, + "TN": 663379, + "TP": 34220, + "n_pred": 36083, + "n_ref": 35686 + }, + "9": { + "Dice": 0.165374677002584, + "FN": 321, + "FP": 325, + "IoU": 0.09014084507042254, + "TN": 700218, + "TP": 64, + "n_pred": 389, + "n_ref": 385 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8101652705456192, + "FN": 1074, + "FP": 2280, + "IoU": 0.6809057178194272, + "TN": 690417, + "TP": 7157, + "n_pred": 9437, + "n_ref": 8231 + }, + "11": { + "Dice": 0.6864106560861556, + "FN": 133, + "FP": 2080, + "IoU": 0.5225458468176915, + "TN": 696293, + "TP": 2422, + "n_pred": 4502, + "n_ref": 2555 + }, + "12": { + "Dice": 0.7521478359539634, + "FN": 683, + "FP": 846, + "IoU": 0.6027539620680696, + "TN": 697079, + "TP": 2320, + "n_pred": 3166, + "n_ref": 3003 + }, + "13": { + "Dice": 0.7398676111949831, + "FN": 2387, + "FP": 2093, + "IoU": 0.5871348262832918, + "TN": 690077, + "TP": 6371, + "n_pred": 8464, + "n_ref": 8758 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9118072115037213, + "FN": 967, + "FP": 3915, + "IoU": 0.8379096251535576, + "TN": 670809, + "TP": 25237, + "n_pred": 29152, + "n_ref": 26204 + }, + "3": { + "Dice": 0.8983283844715715, + "FN": 2991, + "FP": 707, + "IoU": 0.8154230097329673, + "TN": 680893, + "TP": 16337, + "n_pred": 17044, + "n_ref": 19328 + }, + "4": { + "Dice": 0.6868250539956804, + "FN": 856, + "FP": 159, + "IoU": 0.5230263157894737, + "TN": 698800, + "TP": 1113, + "n_pred": 1272, + "n_ref": 1969 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9479682251560205, + "FN": 1278, + "FP": 4283, + "IoU": 0.9010832636653089, + "TN": 644709, + "TP": 50658, + "n_pred": 54941, + "n_ref": 51936 + }, + "7": { + "Dice": 0.9353948094975152, + "FN": 3427, + "FP": 200, + "IoU": 0.8786307053941909, + "TN": 671044, + "TP": 26257, + "n_pred": 26457, + "n_ref": 29684 + }, + "8": { + "Dice": 0.9296667089088836, + "FN": 731, + "FP": 379, + "IoU": 0.8685768411082169, + "TN": 692482, + "TP": 7336, + "n_pred": 7715, + "n_ref": 8067 + }, + "9": { + "Dice": 0.8960106998636796, + "FN": 1866, + "FP": 2177, + "IoU": 0.8116117608685522, + "TN": 679467, + "TP": 17418, + "n_pred": 19595, + "n_ref": 19284 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 525679, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "7": { + "Dice": 0.8657534246575342, + "FN": 152, + "FP": 93, + "IoU": 0.7632850241545893, + "TN": 524661, + "TP": 790, + "n_pred": 883, + "n_ref": 942 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.6666666666666666, + "FN": 4, + "FP": 0, + "IoU": 0.5, + "TN": 700920, + "TP": 4, + "n_pred": 4, + "n_ref": 8 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7440860215053764, + "FN": 50, + "FP": 69, + "IoU": 0.5924657534246576, + "TN": 700636, + "TP": 173, + "n_pred": 242, + "n_ref": 223 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 700907, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "5": { + "Dice": 0.6795774647887324, + "FN": 14, + "FP": 168, + "IoU": 0.5146666666666667, + "TN": 700553, + "TP": 193, + "n_pred": 361, + "n_ref": 207 + }, + "6": { + "Dice": 0.9487332934370636, + "FN": 880, + "FP": 9143, + "IoU": 0.9024667931688805, + "TN": 598163, + "TP": 92742, + "n_pred": 101885, + "n_ref": 93622 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.76766702824314, + "FN": 1714, + "FP": 4069, + "IoU": 0.6229379930886092, + "TN": 685591, + "TP": 9554, + "n_pred": 13623, + "n_ref": 11268 + }, + "9": { + "Dice": 0.6979158885485919, + "FN": 15441, + "FP": 735, + "IoU": 0.5359990820951179, + "TN": 666066, + "TP": 18686, + "n_pred": 19421, + "n_ref": 34127 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7841584158415842, + "FN": 194, + "FP": 24, + "IoU": 0.6449511400651465, + "TN": 525082, + "TP": 396, + "n_pred": 420, + "n_ref": 590 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6719884505965776, + "FN": 6617, + "FP": 1108, + "IoU": 0.5060109988489576, + "TN": 510058, + "TP": 7913, + "n_pred": 9021, + "n_ref": 14530 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2598, + "IoU": 0.0, + "TN": 523098, + "TP": 0, + "n_pred": 2598, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9623427577559358, + "FN": 106, + "FP": 825, + "IoU": 0.927418726124581, + "TN": 512869, + "TP": 11896, + "n_pred": 12721, + "n_ref": 12002 + }, + "9": { + "Dice": 0.837675145367453, + "FN": 48, + "FP": 6289, + "IoU": 0.7206893511988717, + "TN": 503008, + "TP": 16351, + "n_pred": 22640, + "n_ref": 16399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9257098128513485, + "FN": 895, + "FP": 1193, + "IoU": 0.8616943763661654, + "TN": 510599, + "TP": 13009, + "n_pred": 14202, + "n_ref": 13904 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 301, + "IoU": 0.0, + "TN": 525395, + "TP": 0, + "n_pred": 301, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 4405, + "FP": 0, + "IoU": 0.0, + "TN": 521291, + "TP": 0, + "n_pred": 0, + "n_ref": 4405 + }, + "10": { + "Dice": 0.42138620297391727, + "FN": 5151, + "FP": 1970, + "IoU": 0.26693432159769404, + "TN": 515982, + "TP": 2593, + "n_pred": 4563, + "n_ref": 7744 + }, + "11": { + "Dice": 0.7142326272761056, + "FN": 679, + "FP": 859, + "IoU": 0.5554913294797688, + "TN": 522236, + "TP": 1922, + "n_pred": 2781, + "n_ref": 2601 + }, + "12": { + "Dice": 0.5858836503997794, + "FN": 1428, + "FP": 1576, + "IoU": 0.41431078182881653, + "TN": 520567, + "TP": 2125, + "n_pred": 3701, + "n_ref": 3553 + }, + "13": { + "Dice": 0.3996908332045138, + "FN": 3886, + "FP": 15531, + "IoU": 0.24975851010393726, + "TN": 499815, + "TP": 6464, + "n_pred": 21995, + "n_ref": 10350 + }, + "14": { + "Dice": 0.908383190369783, + "FN": 8455, + "FP": 1713, + "IoU": 0.8321447437929212, + "TN": 465120, + "TP": 50408, + "n_pred": 52121, + "n_ref": 58863 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.20747678387173585, + "FN": 134, + "FP": 9851, + "IoU": 0.11574566064470422, + "TN": 514404, + "TP": 1307, + "n_pred": 11158, + "n_ref": 1441 + }, + "3": { + "Dice": 0.6164209553870433, + "FN": 9581, + "FP": 384, + "IoU": 0.4455263743601157, + "TN": 507724, + "TP": 8007, + "n_pred": 8391, + "n_ref": 17588 + }, + "4": { + "Dice": 0.6966887417218544, + "FN": 2848, + "FP": 5396, + "IoU": 0.5345528455284553, + "TN": 507984, + "TP": 9468, + "n_pred": 14864, + "n_ref": 12316 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 525686, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "6": { + "Dice": 0.9381337197764414, + "FN": 4203, + "FP": 9202, + "IoU": 0.88347632583166, + "TN": 410655, + "TP": 101636, + "n_pred": 110838, + "n_ref": 105839 + }, + "7": { + "Dice": 0.32256607183194036, + "FN": 2553, + "FP": 446, + "IoU": 0.192297333692432, + "TN": 521983, + "TP": 714, + "n_pred": 1160, + "n_ref": 3267 + }, + "8": { + "Dice": 0.8801564027370479, + "FN": 27, + "FP": 1812, + "IoU": 0.785963687150838, + "TN": 517104, + "TP": 6753, + "n_pred": 8565, + "n_ref": 6780 + }, + "9": { + "Dice": 0.7599588794654331, + "FN": 1403, + "FP": 465, + "IoU": 0.6128497409326424, + "TN": 520871, + "TP": 2957, + "n_pred": 3422, + "n_ref": 4360 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 127101, + "FP": 0, + "IoU": 0.0, + "TN": 398595, + "TP": 0, + "n_pred": 0, + "n_ref": 127101 + }, + "10": { + "Dice": 0.7757805108798487, + "FN": 474, + "FP": 0, + "IoU": 0.633693972179289, + "TN": 524402, + "TP": 820, + "n_pred": 820, + "n_ref": 1294 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6680731364275668, + "FN": 1854, + "FP": 34, + "IoU": 0.5015839493136219, + "TN": 521908, + "TP": 1900, + "n_pred": 1934, + "n_ref": 3754 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9506212579669092, + "FN": 575, + "FP": 192, + "IoU": 0.9058895705521472, + "TN": 517546, + "TP": 7383, + "n_pred": 7575, + "n_ref": 7958 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.3927014781184944, + "FN": 4251, + "FP": 129648, + "IoU": 0.2443239216438758, + "TN": 348505, + "TP": 43292, + "n_pred": 172940, + "n_ref": 47543 + }, + "7": { + "Dice": 0.9267244367417677, + "FN": 599, + "FP": 4686, + "IoU": 0.8634543340653662, + "TN": 486991, + "TP": 33420, + "n_pred": 38106, + "n_ref": 34019 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 751, + "IoU": 0.0, + "TN": 524945, + "TP": 0, + "n_pred": 751, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 5494, + "FP": 0, + "IoU": 0.0, + "TN": 520202, + "TP": 0, + "n_pred": 0, + "n_ref": 5494 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.618877716509893, + "FN": 1054, + "FP": 121, + "IoU": 0.4480976984499765, + "TN": 523567, + "TP": 954, + "n_pred": 1075, + "n_ref": 2008 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9666809740097504, + "FN": 3981, + "FP": 1220, + "IoU": 0.9355106696921227, + "TN": 445047, + "TP": 75448, + "n_pred": 76668, + "n_ref": 79429 + }, + "7": { + "Dice": 0.02887744836972602, + "FN": 4, + "FP": 16407, + "IoU": 0.014650255178625038, + "TN": 509041, + "TP": 244, + "n_pred": 16651, + "n_ref": 248 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 924, + "IoU": 0.0, + "TN": 524772, + "TP": 0, + "n_pred": 924, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1324, + "IoU": 0.0, + "TN": 524372, + "TP": 0, + "n_pred": 1324, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7069075451647184, + "FN": 1024, + "FP": 355, + "IoU": 0.5466798159105851, + "TN": 522654, + "TP": 1663, + "n_pred": 2018, + "n_ref": 2687 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9809274565548924, + "FN": 849, + "FP": 164, + "IoU": 0.9625688208993829, + "TN": 498633, + "TP": 26050, + "n_pred": 26214, + "n_ref": 26899 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 525689, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.965454390804039, + "FN": 2147, + "FP": 696, + "IoU": 0.9332158797275076, + "TN": 483126, + "TP": 39727, + "n_pred": 40423, + "n_ref": 41874 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 148, + "IoU": 0.0, + "TN": 525548, + "TP": 0, + "n_pred": 148, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7835989038871409, + "FN": 9943, + "FP": 718, + "IoU": 0.6441945065580883, + "TN": 670965, + "TP": 19302, + "n_pred": 20020, + "n_ref": 29245 + }, + "10": { + "Dice": 0.6562950752112096, + "FN": 1342, + "FP": 1994, + "IoU": 0.4884220211623984, + "TN": 694407, + "TP": 3185, + "n_pred": 5179, + "n_ref": 4527 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 124, + "IoU": 0.0, + "TN": 700804, + "TP": 0, + "n_pred": 124, + "n_ref": 0 + }, + "12": { + "Dice": 0.5324123273113709, + "FN": 2273, + "FP": 367, + "IoU": 0.36278059377262856, + "TN": 696785, + "TP": 1503, + "n_pred": 1870, + "n_ref": 3776 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 109, + "IoU": 0.0, + "TN": 700819, + "TP": 0, + "n_pred": 109, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 13569, + "IoU": 0.0, + "TN": 687359, + "TP": 0, + "n_pred": 13569, + "n_ref": 0 + }, + "3": { + "Dice": 0.24350361922616257, + "FN": 14504, + "FP": 23, + "IoU": 0.13863029943670324, + "TN": 684063, + "TP": 2338, + "n_pred": 2361, + "n_ref": 16842 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8682608695652174, + "FN": 263, + "FP": 949, + "IoU": 0.7671917018824433, + "TN": 695722, + "TP": 3994, + "n_pred": 4943, + "n_ref": 4257 + }, + "6": { + "Dice": 0.8002673411351514, + "FN": 5122, + "FP": 10119, + "IoU": 0.6670380565386463, + "TN": 655154, + "TP": 30533, + "n_pred": 40652, + "n_ref": 35655 + }, + "7": { + "Dice": 0.0, + "FN": 559, + "FP": 0, + "IoU": 0.0, + "TN": 700369, + "TP": 0, + "n_pred": 0, + "n_ref": 559 + }, + "8": { + "Dice": 0.9662045543121207, + "FN": 101, + "FP": 506, + "IoU": 0.9346186988367083, + "TN": 691644, + "TP": 8677, + "n_pred": 9183, + "n_ref": 8778 + }, + "9": { + "Dice": 0.8588479501816295, + "FN": 726, + "FP": 4170, + "IoU": 0.7526148249204184, + "TN": 681137, + "TP": 14895, + "n_pred": 19065, + "n_ref": 15621 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9231863442389758, + "FN": 17, + "FP": 91, + "IoU": 0.857331571994716, + "TN": 700171, + "TP": 649, + "n_pred": 740, + "n_ref": 666 + }, + "10": { + "Dice": 0.8981602701026665, + "FN": 2855, + "FP": 101, + "IoU": 0.8151460196360453, + "TN": 684937, + "TP": 13035, + "n_pred": 13136, + "n_ref": 15890 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.37442289935364725, + "FN": 56, + "FP": 2654, + "IoU": 0.23033229196251065, + "TN": 697407, + "TP": 811, + "n_pred": 3465, + "n_ref": 867 + }, + "13": { + "Dice": 0.0, + "FN": 12, + "FP": 0, + "IoU": 0.0, + "TN": 700916, + "TP": 0, + "n_pred": 0, + "n_ref": 12 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 715, + "IoU": 0.0, + "TN": 700213, + "TP": 0, + "n_pred": 715, + "n_ref": 0 + }, + "3": { + "Dice": 0.9668879773332769, + "FN": 2244, + "FP": 888, + "IoU": 0.935898485468686, + "TN": 652068, + "TP": 45728, + "n_pred": 46616, + "n_ref": 47972 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 380, + "IoU": 0.0, + "TN": 700548, + "TP": 0, + "n_pred": 380, + "n_ref": 0 + }, + "6": { + "Dice": 0.9793913480565258, + "FN": 2953, + "FP": 286, + "IoU": 0.959614976995873, + "TN": 620725, + "TP": 76964, + "n_pred": 77250, + "n_ref": 79917 + }, + "7": { + "Dice": 0.9389946196728081, + "FN": 2892, + "FP": 2131, + "IoU": 0.8850045787545787, + "TN": 657248, + "TP": 38657, + "n_pred": 40788, + "n_ref": 41549 + }, + "8": { + "Dice": 0.7623402154478415, + "FN": 14055, + "FP": 12662, + "IoU": 0.615952966205241, + "TN": 631361, + "TP": 42850, + "n_pred": 55512, + "n_ref": 56905 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8867941712204007, + "FN": 2337, + "FP": 149, + "IoU": 0.7966129428127301, + "TN": 513473, + "TP": 9737, + "n_pred": 9886, + "n_ref": 12074 + }, + "15": { + "Dice": 0.7536618669314796, + "FN": 7488, + "FP": 450, + "IoU": 0.6047009611075146, + "TN": 505615, + "TP": 12143, + "n_pred": 12593, + "n_ref": 19631 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 155, + "IoU": 0.0, + "TN": 700773, + "TP": 0, + "n_pred": 155, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9405267267693618, + "FN": 3676, + "FP": 513, + "IoU": 0.8877304888507719, + "TN": 663616, + "TP": 33123, + "n_pred": 33636, + "n_ref": 36799 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 76, + "IoU": 0.0, + "TN": 700852, + "TP": 0, + "n_pred": 76, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7725837018319647, + "FN": 720, + "FP": 0, + "IoU": 0.629439011837365, + "TN": 698985, + "TP": 1223, + "n_pred": 1223, + "n_ref": 1943 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9703347459644779, + "FN": 2009, + "FP": 483, + "IoU": 0.9423788383277839, + "TN": 482448, + "TP": 40756, + "n_pred": 41239, + "n_ref": 42765 + }, + "10": { + "Dice": 0.018953440461475072, + "FN": 149, + "FP": 2232, + "IoU": 0.00956738768718802, + "TN": 523292, + "TP": 23, + "n_pred": 2255, + "n_ref": 172 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5690932311621967, + "FN": 3343, + "FP": 31, + "IoU": 0.39771510174937524, + "TN": 520094, + "TP": 2228, + "n_pred": 2259, + "n_ref": 5571 + }, + "14": { + "Dice": 0.0, + "FN": 1885, + "FP": 0, + "IoU": 0.0, + "TN": 523811, + "TP": 0, + "n_pred": 0, + "n_ref": 1885 + }, + "15": { + "Dice": 0.898987303830261, + "FN": 9238, + "FP": 198, + "IoU": 0.8165094798249879, + "TN": 474271, + "TP": 41989, + "n_pred": 42187, + "n_ref": 51227 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4970, + "IoU": 0.0, + "TN": 520726, + "TP": 0, + "n_pred": 4970, + "n_ref": 0 + }, + "3": { + "Dice": 0.9014145094764544, + "FN": 5678, + "FP": 2114, + "IoU": 0.8205228607624093, + "TN": 482281, + "TP": 35623, + "n_pred": 37737, + "n_ref": 41301 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1251, + "IoU": 0.0, + "TN": 524445, + "TP": 0, + "n_pred": 1251, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9770863043221857, + "FN": 853, + "FP": 1284, + "IoU": 0.9551991614255765, + "TN": 653228, + "TP": 45563, + "n_pred": 46847, + "n_ref": 46416 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9432630164451934, + "FN": 3267, + "FP": 2053, + "IoU": 0.8926185333952324, + "TN": 651385, + "TP": 44223, + "n_pred": 46276, + "n_ref": 47490 + }, + "15": { + "Dice": 0.8713208535910798, + "FN": 7693, + "FP": 1147, + "IoU": 0.7719827697387087, + "TN": 662159, + "TP": 29929, + "n_pred": 31076, + "n_ref": 37622 + }, + "2": { + "Dice": 0.0, + "FN": 1, + "FP": 0, + "IoU": 0.0, + "TN": 700927, + "TP": 0, + "n_pred": 0, + "n_ref": 1 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 700915, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9588840430136165, + "FN": 261, + "FP": 974, + "IoU": 0.9210156050140701, + "TN": 685292, + "TP": 14401, + "n_pred": 15375, + "n_ref": 14662 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.551094890510949, + "FN": 474, + "FP": 18, + "IoU": 0.380352644836272, + "TN": 700134, + "TP": 302, + "n_pred": 320, + "n_ref": 776 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.38788071739361135, + "FN": 10590, + "FP": 946, + "IoU": 0.24060298861167798, + "TN": 685737, + "TP": 3655, + "n_pred": 4601, + "n_ref": 14245 + }, + "14": { + "Dice": 0.873028925917911, + "FN": 1979, + "FP": 6822, + "IoU": 0.7746684418044959, + "TN": 661870, + "TP": 30257, + "n_pred": 37079, + "n_ref": 32236 + }, + "15": { + "Dice": 0.4768368449486764, + "FN": 9527, + "FP": 5967, + "IoU": 0.3130569718465972, + "TN": 678373, + "TP": 7061, + "n_pred": 13028, + "n_ref": 16588 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8580739870816206, + "FN": 3788, + "FP": 1046, + "IoU": 0.7514269553144444, + "TN": 681481, + "TP": 14613, + "n_pred": 15659, + "n_ref": 18401 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9624176032626737, + "FN": 2587, + "FP": 583, + "IoU": 0.9275577595466076, + "TN": 657169, + "TP": 40589, + "n_pred": 41172, + "n_ref": 43176 + }, + "7": { + "Dice": 0.785332958696263, + "FN": 269, + "FP": 1259, + "IoU": 0.6465417534119824, + "TN": 696605, + "TP": 2795, + "n_pred": 4054, + "n_ref": 3064 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9397686040939276, + "FN": 3663, + "FP": 736, + "IoU": 0.886380659658548, + "TN": 486979, + "TP": 34318, + "n_pred": 35054, + "n_ref": 37981 + }, + "10": { + "Dice": 0.7860856413649683, + "FN": 4116, + "FP": 2673, + "IoU": 0.6475626849400405, + "TN": 506433, + "TP": 12474, + "n_pred": 15147, + "n_ref": 16590 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 78, + "IoU": 0.0, + "TN": 525618, + "TP": 0, + "n_pred": 78, + "n_ref": 0 + }, + "12": { + "Dice": 0.7369234733316156, + "FN": 642, + "FP": 1400, + "IoU": 0.5834353325173398, + "TN": 520794, + "TP": 2860, + "n_pred": 4260, + "n_ref": 3502 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 244, + "IoU": 0.0, + "TN": 525452, + "TP": 0, + "n_pred": 244, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8403248640190746, + "FN": 350, + "FP": 3936, + "IoU": 0.7246209200719609, + "TN": 510132, + "TP": 11278, + "n_pred": 15214, + "n_ref": 11628 + }, + "3": { + "Dice": 0.9032084119708816, + "FN": 4230, + "FP": 796, + "IoU": 0.8235004916420846, + "TN": 497220, + "TP": 23450, + "n_pred": 24246, + "n_ref": 27680 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 124, + "IoU": 0.0, + "TN": 525572, + "TP": 0, + "n_pred": 124, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.981585533298926, + "FN": 1203, + "FP": 688, + "IoU": 0.9638369891568339, + "TN": 473405, + "TP": 50400, + "n_pred": 51088, + "n_ref": 51603 + }, + "7": { + "Dice": 0.8519694052760289, + "FN": 1907, + "FP": 938, + "IoU": 0.7421138506163887, + "TN": 514664, + "TP": 8187, + "n_pred": 9125, + "n_ref": 10094 + }, + "8": { + "Dice": 0.9693881017905073, + "FN": 549, + "FP": 352, + "IoU": 0.9405947122041274, + "TN": 510529, + "TP": 14266, + "n_pred": 14618, + "n_ref": 14815 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 8613, + "IoU": 0.0, + "TN": 692315, + "TP": 0, + "n_pred": 8613, + "n_ref": 0 + }, + "3": { + "Dice": 0.748146468258814, + "FN": 14437, + "FP": 0, + "IoU": 0.5976309921962096, + "TN": 665048, + "TP": 21443, + "n_pred": 21443, + "n_ref": 35880 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8862307028478281, + "FN": 1470, + "FP": 3276, + "IoU": 0.7957040161852696, + "TN": 502465, + "TP": 18485, + "n_pred": 21761, + "n_ref": 19955 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6731061128742928, + "FN": 1691, + "FP": 678, + "IoU": 0.507279534109817, + "TN": 520888, + "TP": 2439, + "n_pred": 3117, + "n_ref": 4130 + }, + "13": { + "Dice": 0.45936599423631125, + "FN": 718, + "FP": 1158, + "IoU": 0.29816685372240925, + "TN": 523023, + "TP": 797, + "n_pred": 1955, + "n_ref": 1515 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 148, + "IoU": 0.0, + "TN": 525548, + "TP": 0, + "n_pred": 148, + "n_ref": 0 + }, + "3": { + "Dice": 0.9211105002748763, + "FN": 480, + "FP": 94, + "IoU": 0.8537579617834395, + "TN": 521771, + "TP": 3351, + "n_pred": 3445, + "n_ref": 3831 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 61, + "IoU": 0.0, + "TN": 525635, + "TP": 0, + "n_pred": 61, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.961127751009246, + "FN": 556, + "FP": 1832, + "IoU": 0.9251645252272015, + "TN": 493786, + "TP": 29522, + "n_pred": 31354, + "n_ref": 30078 + }, + "7": { + "Dice": 0.9663822020520916, + "FN": 4156, + "FP": 1296, + "IoU": 0.9349512014699215, + "TN": 441882, + "TP": 78362, + "n_pred": 79658, + "n_ref": 82518 + }, + "8": { + "Dice": 0.9513009379471146, + "FN": 413, + "FP": 506, + "IoU": 0.9071248105103588, + "TN": 515801, + "TP": 8976, + "n_pred": 9482, + "n_ref": 9389 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.6130780346820809, + "FN": 1880, + "FP": 262, + "IoU": 0.4420421984891899, + "TN": 521857, + "TP": 1697, + "n_pred": 1959, + "n_ref": 3577 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 446, + "IoU": 0.0, + "TN": 525250, + "TP": 0, + "n_pred": 446, + "n_ref": 0 + }, + "13": { + "Dice": 0.34960819770946355, + "FN": 9, + "FP": 2149, + "IoU": 0.21183345507669832, + "TN": 522958, + "TP": 580, + "n_pred": 2729, + "n_ref": 589 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 53, + "IoU": 0.0, + "TN": 525643, + "TP": 0, + "n_pred": 53, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9638958097395244, + "FN": 507, + "FP": 1087, + "IoU": 0.9303077999300454, + "TN": 502824, + "TP": 21278, + "n_pred": 22365, + "n_ref": 21785 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 745, + "IoU": 0.0, + "TN": 524951, + "TP": 0, + "n_pred": 745, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 525691, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.49976280950913793, + "FN": 763, + "FP": 101524, + "IoU": 0.3331225306750466, + "TN": 372314, + "TP": 51095, + "n_pred": 152619, + "n_ref": 51858 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 57, + "IoU": 0.0, + "TN": 525639, + "TP": 0, + "n_pred": 57, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.844726622696172, + "FN": 63, + "FP": 4975, + "IoU": 0.7311919752427702, + "TN": 506954, + "TP": 13704, + "n_pred": 18679, + "n_ref": 13767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8519875435061367, + "FN": 605, + "FP": 1011, + "IoU": 0.7421413754587521, + "TN": 694661, + "TP": 4651, + "n_pred": 5662, + "n_ref": 5256 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 700927, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "13": { + "Dice": 0.5408903470487313, + "FN": 14631, + "FP": 622, + "IoU": 0.3706989025497153, + "TN": 676690, + "TP": 8985, + "n_pred": 9607, + "n_ref": 23616 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 700919, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9125890870165356, + "FN": 1008, + "FP": 2095, + "IoU": 0.8392311279208331, + "TN": 681627, + "TP": 16198, + "n_pred": 18293, + "n_ref": 17206 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 336, + "IoU": 0.0, + "TN": 700592, + "TP": 0, + "n_pred": 336, + "n_ref": 0 + }, + "4": { + "Dice": 0.36807095343680707, + "FN": 771, + "FP": 1794, + "IoU": 0.22554347826086957, + "TN": 697616, + "TP": 747, + "n_pred": 2541, + "n_ref": 1518 + }, + "5": { + "Dice": 0.8785469499657299, + "FN": 649, + "FP": 1123, + "IoU": 0.7834005622784501, + "TN": 692747, + "TP": 6409, + "n_pred": 7532, + "n_ref": 7058 + }, + "6": { + "Dice": 0.9604639989017777, + "FN": 5776, + "FP": 2288, + "IoU": 0.9239352921756355, + "TN": 594913, + "TP": 97951, + "n_pred": 100239, + "n_ref": 103727 + }, + "7": { + "Dice": 0.6119989520565889, + "FN": 1409, + "FP": 1553, + "IoU": 0.4409211023027558, + "TN": 695630, + "TP": 2336, + "n_pred": 3889, + "n_ref": 3745 + }, + "8": { + "Dice": 0.9500156378834835, + "FN": 360, + "FP": 3156, + "IoU": 0.9047902732270031, + "TN": 663999, + "TP": 33413, + "n_pred": 36569, + "n_ref": 33773 + }, + "9": { + "Dice": 0.8475158728495694, + "FN": 807, + "FP": 6470, + "IoU": 0.7353818181818181, + "TN": 673428, + "TP": 20223, + "n_pred": 26693, + "n_ref": 21030 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.24611590628853267, + "FN": 589, + "FP": 2468, + "IoU": 0.14032620922384703, + "TN": 522140, + "TP": 499, + "n_pred": 2967, + "n_ref": 1088 + }, + "10": { + "Dice": 0.8414277355178467, + "FN": 510, + "FP": 845, + "IoU": 0.7262626262626263, + "TN": 520746, + "TP": 3595, + "n_pred": 4440, + "n_ref": 4105 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 393, + "IoU": 0.0, + "TN": 525303, + "TP": 0, + "n_pred": 393, + "n_ref": 0 + }, + "12": { + "Dice": 0.6252697991034368, + "FN": 748, + "FP": 1509, + "IoU": 0.4548309178743961, + "TN": 521556, + "TP": 1883, + "n_pred": 3392, + "n_ref": 2631 + }, + "13": { + "Dice": 0.5970149253731343, + "FN": 1855, + "FP": 116, + "IoU": 0.425531914893617, + "TN": 522265, + "TP": 1460, + "n_pred": 1576, + "n_ref": 3315 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 789, + "IoU": 0.0, + "TN": 524907, + "TP": 0, + "n_pred": 789, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2661, + "IoU": 0.0, + "TN": 523035, + "TP": 0, + "n_pred": 2661, + "n_ref": 0 + }, + "3": { + "Dice": 0.6793538804307464, + "FN": 3452, + "FP": 2, + "IoU": 0.5144102347813861, + "TN": 518583, + "TP": 3659, + "n_pred": 3661, + "n_ref": 7111 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 216, + "IoU": 0.0, + "TN": 525480, + "TP": 0, + "n_pred": 216, + "n_ref": 0 + }, + "6": { + "Dice": 0.24277456647398843, + "FN": 5, + "FP": 126, + "IoU": 0.13815789473684212, + "TN": 525544, + "TP": 21, + "n_pred": 147, + "n_ref": 26 + }, + "7": { + "Dice": 0.6326530612244898, + "FN": 36, + "FP": 0, + "IoU": 0.4626865671641791, + "TN": 525629, + "TP": 31, + "n_pred": 31, + "n_ref": 67 + }, + "8": { + "Dice": 0.9467244134219157, + "FN": 1258, + "FP": 1276, + "IoU": 0.8988382769771248, + "TN": 500647, + "TP": 22515, + "n_pred": 23791, + "n_ref": 23773 + }, + "9": { + "Dice": 0.9384771770172806, + "FN": 1076, + "FP": 195, + "IoU": 0.8840857273141814, + "TN": 514731, + "TP": 9694, + "n_pred": 9889, + "n_ref": 10770 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0400.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.517178088740508, + "FN": 1255.2133333333334, + "FP": 1107.2844444444443, + "IoU": 0.44386018781137376, + "TN": 588025.7822222223, + "TP": 5400.52, + "n_pred": 6507.804444444442, + "n_ref": 6655.733333333333 + }, + "mean": { + "1": { + "Dice": 0.3195451581295873, + "FN": 1240.4666666666667, + "FP": 380.53333333333336, + "IoU": 0.2819655672034053, + "TN": 590698.9333333333, + "TP": 3468.866666666667, + "n_pred": 3849.4, + "n_ref": 4709.333333333333 + }, + "10": { + "Dice": 0.44918099804239053, + "FN": 1799.3, + "FP": 1652.7333333333333, + "IoU": 0.3512997330071124, + "TN": 588355.3666666667, + "TP": 3981.4, + "n_pred": 5634.133333333333, + "n_ref": 5780.7 + }, + "11": { + "Dice": 0.43351972533602295, + "FN": 134.86666666666667, + "FP": 71.3, + "IoU": 0.33369888811449355, + "TN": 595387.0333333333, + "TP": 195.6, + "n_pred": 266.9, + "n_ref": 330.46666666666664 + }, + "12": { + "Dice": 0.2287633685636935, + "FN": 127.9, + "FP": 68.83333333333333, + "IoU": 0.16731747947399303, + "TN": 595418.1333333333, + "TP": 173.93333333333334, + "n_pred": 242.76666666666668, + "n_ref": 301.8333333333333 + }, + "13": { + "Dice": 0.47682114002355763, + "FN": 1723.1, + "FP": 660.0333333333333, + "IoU": 0.38581422110441416, + "TN": 589947.0, + "TP": 3458.6666666666665, + "n_pred": 4118.7, + "n_ref": 5181.766666666666 + }, + "14": { + "Dice": 0.49373388902277066, + "FN": 2957.4, + "FP": 1384.3, + "IoU": 0.41035032048609227, + "TN": 585904.2666666667, + "TP": 5542.833333333333, + "n_pred": 6927.133333333333, + "n_ref": 8500.233333333334 + }, + "15": { + "Dice": 0.6278061178534925, + "FN": 1142.5333333333333, + "FP": 1310.0, + "IoU": 0.501444270198212, + "TN": 588839.0666666667, + "TP": 4497.2, + "n_pred": 5807.2, + "n_ref": 5639.733333333334 + }, + "2": { + "Dice": 0.646013708934875, + "FN": 736.2, + "FP": 370.8, + "IoU": 0.6020338522045361, + "TN": 587783.5333333333, + "TP": 6898.266666666666, + "n_pred": 7269.066666666667, + "n_ref": 7634.466666666666 + }, + "3": { + "Dice": 0.550874820700274, + "FN": 573.7333333333333, + "FP": 949.6666666666666, + "IoU": 0.5099291075484756, + "TN": 586874.6666666666, + "TP": 7390.733333333334, + "n_pred": 8340.4, + "n_ref": 7964.466666666666 + }, + "4": { + "Dice": 0.4670704305320772, + "FN": 400.4, + "FP": 317.1666666666667, + "IoU": 0.4031453333464538, + "TN": 593800.7333333333, + "TP": 1270.5, + "n_pred": 1587.6666666666667, + "n_ref": 1670.9 + }, + "5": { + "Dice": 0.4552469616343287, + "FN": 194.7, + "FP": 163.8, + "IoU": 0.38472333813442106, + "TN": 594659.6333333333, + "TP": 770.6666666666666, + "n_pred": 934.4666666666667, + "n_ref": 965.3666666666667 + }, + "6": { + "Dice": 0.7624042791539879, + "FN": 2419.2, + "FP": 3912.0666666666666, + "IoU": 0.6839222057487166, + "TN": 562058.4666666667, + "TP": 27399.066666666666, + "n_pred": 31311.133333333335, + "n_ref": 29818.266666666666 + }, + "7": { + "Dice": 0.3165100644324648, + "FN": 3142.6, + "FP": 4390.966666666666, + "IoU": 0.25741147554046684, + "TN": 583412.3, + "TP": 4842.933333333333, + "n_pred": 9233.9, + "n_ref": 7985.533333333334 + }, + "8": { + "Dice": 0.7743369871742131, + "FN": 1453.4666666666667, + "FP": 596.5333333333333, + "IoU": 0.7169065336680399, + "TN": 586978.2, + "TP": 6760.6, + "n_pred": 7357.133333333333, + "n_ref": 8214.066666666668 + }, + "9": { + "Dice": 0.7558436815738836, + "FN": 782.3333333333334, + "FP": 380.53333333333336, + "IoU": 0.6679404913917744, + "TN": 590269.4, + "TP": 4356.533333333334, + "n_pred": 4737.066666666667, + "n_ref": 5138.866666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.07109004739336493, + "FN": 390, + "FP": 2, + "IoU": 0.036855036855036855, + "TN": 525289, + "TP": 15, + "n_pred": 17, + "n_ref": 405 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 46, + "IoU": 0.0, + "TN": 525650, + "TP": 0, + "n_pred": 46, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 715, + "IoU": 0.0, + "TN": 524981, + "TP": 0, + "n_pred": 715, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 39, + "IoU": 0.0, + "TN": 525657, + "TP": 0, + "n_pred": 39, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 263, + "IoU": 0.0, + "TN": 525433, + "TP": 0, + "n_pred": 263, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.4565681194757696, + "FN": 2530, + "FP": 1036, + "IoU": 0.2958135860979463, + "TN": 520632, + "TP": 1498, + "n_pred": 2534, + "n_ref": 4028 + }, + "6": { + "Dice": 0.5668506320099698, + "FN": 535, + "FP": 1898, + "IoU": 0.395527950310559, + "TN": 521671, + "TP": 1592, + "n_pred": 3490, + "n_ref": 2127 + }, + "7": { + "Dice": 0.33204689434209567, + "FN": 9173, + "FP": 0, + "IoU": 0.19907447830262814, + "TN": 514243, + "TP": 2280, + "n_pred": 2280, + "n_ref": 11453 + }, + "8": { + "Dice": 0.9618104211967464, + "FN": 1599, + "FP": 772, + "IoU": 0.9264304331637085, + "TN": 493468, + "TP": 29857, + "n_pred": 30629, + "n_ref": 31456 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.531330009432691, + "FN": 10853, + "FP": 10015, + "IoU": 0.36177630975318836, + "TN": 492999, + "TP": 11829, + "n_pred": 21844, + "n_ref": 22682 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.09395973154362416, + "FN": 67, + "FP": 338, + "IoU": 0.04929577464788732, + "TN": 525270, + "TP": 21, + "n_pred": 359, + "n_ref": 88 + }, + "13": { + "Dice": 0.70241791982136, + "FN": 4428, + "FP": 4101, + "IoU": 0.5413283140629201, + "TN": 507101, + "TP": 10066, + "n_pred": 14167, + "n_ref": 14494 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 525689, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "6": { + "Dice": 0.8330957995387526, + "FN": 309, + "FP": 6132, + "IoU": 0.7139367560845621, + "TN": 503180, + "TP": 16075, + "n_pred": 22207, + "n_ref": 16384 + }, + "7": { + "Dice": 0.8612411726470491, + "FN": 5757, + "FP": 6838, + "IoU": 0.756298130877288, + "TN": 474014, + "TP": 39087, + "n_pred": 45925, + "n_ref": 44844 + }, + "8": { + "Dice": 0.9047230901598514, + "FN": 3065, + "FP": 1143, + "IoU": 0.8260222433538678, + "TN": 501509, + "TP": 19979, + "n_pred": 21122, + "n_ref": 23044 + }, + "9": { + "Dice": 0.937578814627995, + "FN": 1135, + "FP": 647, + "IoU": 0.8824925816023739, + "TN": 510531, + "TP": 13383, + "n_pred": 14030, + "n_ref": 14518 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8876493156648798, + "FN": 7471, + "FP": 787, + "IoU": 0.7979941291585128, + "TN": 484816, + "TP": 32622, + "n_pred": 33409, + "n_ref": 40093 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8568608094768015, + "FN": 5863, + "FP": 2982, + "IoU": 0.7495682210708118, + "TN": 490377, + "TP": 26474, + "n_pred": 29456, + "n_ref": 32337 + }, + "15": { + "Dice": 0.8640953626482002, + "FN": 18386, + "FP": 631, + "IoU": 0.7607111849307312, + "TN": 446223, + "TP": 60456, + "n_pred": 61087, + "n_ref": 78842 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 128, + "IoU": 0.0, + "TN": 525568, + "TP": 0, + "n_pred": 128, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 330, + "IoU": 0.0, + "TN": 700598, + "TP": 0, + "n_pred": 330, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 49, + "IoU": 0.0, + "TN": 700879, + "TP": 0, + "n_pred": 49, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 700916, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "5": { + "Dice": 0.09803921568627451, + "FN": 644, + "FP": 0, + "IoU": 0.05154639175257732, + "TN": 700249, + "TP": 35, + "n_pred": 35, + "n_ref": 679 + }, + "6": { + "Dice": 0.9390365245523895, + "FN": 1628, + "FP": 8849, + "IoU": 0.8850790307896498, + "TN": 609761, + "TP": 80690, + "n_pred": 89539, + "n_ref": 82318 + }, + "7": { + "Dice": 0.7178464606181456, + "FN": 94, + "FP": 189, + "IoU": 0.5598755832037325, + "TN": 700285, + "TP": 360, + "n_pred": 549, + "n_ref": 454 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.5171727887548071, + "FN": 7282, + "FP": 0, + "IoU": 0.34877481666964766, + "TN": 689746, + "TP": 3900, + "n_pred": 3900, + "n_ref": 11182 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8997613365155132, + "FN": 604, + "FP": 152, + "IoU": 0.8177874186550976, + "TN": 521547, + "TP": 3393, + "n_pred": 3545, + "n_ref": 3997 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 525672, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7988951780747311, + "FN": 2571, + "FP": 7768, + "IoU": 0.6651336032388664, + "TN": 494821, + "TP": 20536, + "n_pred": 28304, + "n_ref": 23107 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7220578192579103, + "FN": 17568, + "FP": 3189, + "IoU": 0.565016031350196, + "TN": 477977, + "TP": 26962, + "n_pred": 30151, + "n_ref": 44530 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8740308232581263, + "FN": 7576, + "FP": 4333, + "IoU": 0.7762475574928603, + "TN": 472472, + "TP": 41315, + "n_pred": 45648, + "n_ref": 48891 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4306, + "IoU": 0.0, + "TN": 521390, + "TP": 0, + "n_pred": 4306, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 62, + "FP": 1596, + "IoU": 0.0, + "TN": 524038, + "TP": 0, + "n_pred": 1596, + "n_ref": 62 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9087012721953874, + "FN": 2560, + "FP": 2808, + "IoU": 0.8326787606757683, + "TN": 493614, + "TP": 26714, + "n_pred": 29522, + "n_ref": 29274 + }, + "7": { + "Dice": 0.40773809523809523, + "FN": 26673, + "FP": 6759, + "IoU": 0.2560747663551402, + "TN": 480756, + "TP": 11508, + "n_pred": 18267, + "n_ref": 38181 + }, + "8": { + "Dice": 0.0, + "FN": 12, + "FP": 2, + "IoU": 0.0, + "TN": 525682, + "TP": 0, + "n_pred": 2, + "n_ref": 12 + }, + "9": { + "Dice": 0.6761264625342295, + "FN": 1483, + "FP": 1119, + "IoU": 0.5107183151560737, + "TN": 520378, + "TP": 2716, + "n_pred": 3835, + "n_ref": 4199 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.565345699831366, + "FN": 4014, + "FP": 110, + "IoU": 0.39406406112253894, + "TN": 694122, + "TP": 2682, + "n_pred": 2792, + "n_ref": 6696 + }, + "11": { + "Dice": 0.754180602006689, + "FN": 514, + "FP": 368, + "IoU": 0.6053691275167785, + "TN": 698693, + "TP": 1353, + "n_pred": 1721, + "n_ref": 1867 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 55, + "IoU": 0.0, + "TN": 700873, + "TP": 0, + "n_pred": 55, + "n_ref": 0 + }, + "13": { + "Dice": 0.6428914121221814, + "FN": 4459, + "FP": 7, + "IoU": 0.4737214235210936, + "TN": 692442, + "TP": 4020, + "n_pred": 4027, + "n_ref": 8479 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9158225240456335, + "FN": 9478, + "FP": 2372, + "IoU": 0.844716427298459, + "TN": 624616, + "TP": 64462, + "n_pred": 66834, + "n_ref": 73940 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6030, + "IoU": 0.0, + "TN": 694898, + "TP": 0, + "n_pred": 6030, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8882110937721662, + "FN": 681, + "FP": 895, + "IoU": 0.7989026413168304, + "TN": 693091, + "TP": 6261, + "n_pred": 7156, + "n_ref": 6942 + }, + "6": { + "Dice": 0.8350803224610099, + "FN": 2687, + "FP": 22660, + "IoU": 0.7168565683646113, + "TN": 611408, + "TP": 64173, + "n_pred": 86833, + "n_ref": 66860 + }, + "7": { + "Dice": 0.36060891822713187, + "FN": 23413, + "FP": 318, + "IoU": 0.21996515793971666, + "TN": 670505, + "TP": 6692, + "n_pred": 7010, + "n_ref": 30105 + }, + "8": { + "Dice": 0.953251148175006, + "FN": 346, + "FP": 621, + "IoU": 0.9106779974136339, + "TN": 690102, + "TP": 9859, + "n_pred": 10480, + "n_ref": 10205 + }, + "9": { + "Dice": 0.6876374835019797, + "FN": 1240, + "FP": 180, + "IoU": 0.5239691585652028, + "TN": 697945, + "TP": 1563, + "n_pred": 1743, + "n_ref": 2803 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9291892550405068, + "FN": 2716, + "FP": 1934, + "IoU": 0.867743678716687, + "TN": 490537, + "TP": 30509, + "n_pred": 32443, + "n_ref": 33225 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 490, + "IoU": 0.0, + "TN": 525206, + "TP": 0, + "n_pred": 490, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8751201571446483, + "FN": 5511, + "FP": 465, + "IoU": 0.7779676760170908, + "TN": 498781, + "TP": 20939, + "n_pred": 21404, + "n_ref": 26450 + }, + "15": { + "Dice": 0.8696633376559948, + "FN": 3395, + "FP": 4344, + "IoU": 0.7693843494844747, + "TN": 492138, + "TP": 25819, + "n_pred": 30163, + "n_ref": 29214 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9584933598630327, + "FN": 115, + "FP": 782, + "IoU": 0.9202950062200107, + "TN": 514442, + "TP": 10357, + "n_pred": 11139, + "n_ref": 10472 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1876, + "IoU": 0.0, + "TN": 523820, + "TP": 0, + "n_pred": 1876, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.5338738738738739, + "FN": 10068, + "FP": 5454, + "IoU": 0.3641391176109131, + "TN": 501285, + "TP": 8889, + "n_pred": 14343, + "n_ref": 18957 + }, + "15": { + "Dice": 0.5017464876193434, + "FN": 93, + "FP": 6326, + "IoU": 0.3348875764169516, + "TN": 516045, + "TP": 3232, + "n_pred": 9558, + "n_ref": 3325 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 525692, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 360, + "IoU": 0.0, + "TN": 525336, + "TP": 0, + "n_pred": 360, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.3724191663420335, + "FN": 1527, + "FP": 84, + "IoU": 0.22881761608425083, + "TN": 348375, + "TP": 478, + "n_pred": 562, + "n_ref": 2005 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 350463, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9659468569358471, + "FN": 3322, + "FP": 1002, + "IoU": 0.9341365706539123, + "TN": 284813, + "TP": 61327, + "n_pred": 62329, + "n_ref": 64649 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 350462, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9731587014477594, + "FN": 1481, + "FP": 2214, + "IoU": 0.9477206485752285, + "TN": 279786, + "TP": 66983, + "n_pred": 69197, + "n_ref": 68464 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.11196417146513116, + "FN": 22208, + "FP": 0, + "IoU": 0.05930193154862758, + "TN": 502088, + "TP": 1400, + "n_pred": 1400, + "n_ref": 23608 + }, + "10": { + "Dice": 0.16353207949846604, + "FN": 6271, + "FP": 0, + "IoU": 0.0890470656595003, + "TN": 518812, + "TP": 613, + "n_pred": 613, + "n_ref": 6884 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6169976812178647, + "FN": 6657, + "FP": 23735, + "IoU": 0.4461291733488847, + "TN": 470824, + "TP": 24480, + "n_pred": 48215, + "n_ref": 31137 + }, + "15": { + "Dice": 0.7288977159880834, + "FN": 1054, + "FP": 11777, + "IoU": 0.5734375, + "TN": 495616, + "TP": 17249, + "n_pred": 29026, + "n_ref": 18303 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4012338411547246, + "FN": 179, + "FP": 25250, + "IoU": 0.25096468231759406, + "TN": 491747, + "TP": 8520, + "n_pred": 33770, + "n_ref": 8699 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 35709, + "IoU": 0.0, + "TN": 489987, + "TP": 0, + "n_pred": 35709, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 1685, + "FP": 0, + "IoU": 0.0, + "TN": 699243, + "TP": 0, + "n_pred": 0, + "n_ref": 1685 + }, + "10": { + "Dice": 0.6663665752751975, + "FN": 7584, + "FP": 569, + "IoU": 0.4996624731512734, + "TN": 684633, + "TP": 8142, + "n_pred": 8711, + "n_ref": 15726 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 467, + "FP": 39, + "IoU": 0.0, + "TN": 700422, + "TP": 0, + "n_pred": 39, + "n_ref": 467 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.06977502445386372, + "FN": 45648, + "FP": 0, + "IoU": 0.03614864864864865, + "TN": 653568, + "TP": 1712, + "n_pred": 1712, + "n_ref": 47360 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9253128784820347, + "FN": 94, + "FP": 276, + "IoU": 0.8610067618332081, + "TN": 698266, + "TP": 2292, + "n_pred": 2568, + "n_ref": 2386 + }, + "3": { + "Dice": 0.8732438894267818, + "FN": 5194, + "FP": 1221, + "IoU": 0.7750070145903479, + "TN": 672416, + "TP": 22097, + "n_pred": 23318, + "n_ref": 27291 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.1732283464566929, + "FN": 52, + "FP": 578, + "IoU": 0.09482758620689655, + "TN": 700232, + "TP": 66, + "n_pred": 644, + "n_ref": 118 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 209, + "IoU": 0.0, + "TN": 700719, + "TP": 0, + "n_pred": 209, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6269504994299522, + "FN": 7821, + "FP": 14102, + "IoU": 0.4566117238815219, + "TN": 660583, + "TP": 18422, + "n_pred": 32524, + "n_ref": 26243 + }, + "11": { + "Dice": 0.7494177922682813, + "FN": 553, + "FP": 523, + "IoU": 0.5992551210428305, + "TN": 698243, + "TP": 1609, + "n_pred": 2132, + "n_ref": 2162 + }, + "12": { + "Dice": 0.6296373056994818, + "FN": 1458, + "FP": 329, + "IoU": 0.45946763460375073, + "TN": 697622, + "TP": 1519, + "n_pred": 1848, + "n_ref": 2977 + }, + "13": { + "Dice": 0.11037735849056604, + "FN": 2826, + "FP": 946, + "IoU": 0.05841238142785821, + "TN": 696922, + "TP": 234, + "n_pred": 1180, + "n_ref": 3060 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9626179433871741, + "FN": 1258, + "FP": 612, + "IoU": 0.9279300111766293, + "TN": 674981, + "TP": 24077, + "n_pred": 24689, + "n_ref": 25335 + }, + "3": { + "Dice": 0.9345040766956366, + "FN": 799, + "FP": 1394, + "IoU": 0.8770602085435587, + "TN": 683090, + "TP": 15645, + "n_pred": 17039, + "n_ref": 16444 + }, + "4": { + "Dice": 0.0, + "FN": 1709, + "FP": 4129, + "IoU": 0.0, + "TN": 695090, + "TP": 0, + "n_pred": 4129, + "n_ref": 1709 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6439868069881006, + "FN": 51390, + "FP": 9704, + "IoU": 0.4749119037387194, + "TN": 584578, + "TP": 55256, + "n_pred": 64960, + "n_ref": 106646 + }, + "7": { + "Dice": 0.06794472979816248, + "FN": 19050, + "FP": 45369, + "IoU": 0.03516707355430078, + "TN": 634161, + "TP": 2348, + "n_pred": 47717, + "n_ref": 21398 + }, + "8": { + "Dice": 0.9672137361179547, + "FN": 558, + "FP": 307, + "IoU": 0.9365091015854374, + "TN": 687304, + "TP": 12759, + "n_pred": 13066, + "n_ref": 13317 + }, + "9": { + "Dice": 0.8677494199535963, + "FN": 3002, + "FP": 1729, + "IoU": 0.7663934426229508, + "TN": 680676, + "TP": 15521, + "n_pred": 17250, + "n_ref": 18523 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 22, + "FP": 0, + "IoU": 0.0, + "TN": 525674, + "TP": 0, + "n_pred": 0, + "n_ref": 22 + }, + "10": { + "Dice": 0.8558534990189667, + "FN": 896, + "FP": 1308, + "IoU": 0.7480278952783812, + "TN": 516949, + "TP": 6543, + "n_pred": 7851, + "n_ref": 7439 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8090873886665806, + "FN": 1093, + "FP": 386, + "IoU": 0.6793843485800998, + "TN": 521083, + "TP": 3134, + "n_pred": 3520, + "n_ref": 4227 + }, + "13": { + "Dice": 0.01025087671971945, + "FN": 3669, + "FP": 0, + "IoU": 0.005151843817787419, + "TN": 522008, + "TP": 19, + "n_pred": 19, + "n_ref": 3688 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 556, + "IoU": 0.0, + "TN": 525140, + "TP": 0, + "n_pred": 556, + "n_ref": 0 + }, + "3": { + "Dice": 0.2924901185770751, + "FN": 713, + "FP": 3, + "IoU": 0.1712962962962963, + "TN": 524832, + "TP": 148, + "n_pred": 151, + "n_ref": 861 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9562565720294427, + "FN": 319, + "FP": 97, + "IoU": 0.9161797300020149, + "TN": 520733, + "TP": 4547, + "n_pred": 4644, + "n_ref": 4866 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8331044681525298, + "FN": 2735, + "FP": 3585, + "IoU": 0.7139494885489273, + "TN": 678834, + "TP": 15774, + "n_pred": 19359, + "n_ref": 18509 + }, + "15": { + "Dice": 0.7560224460105428, + "FN": 1657, + "FP": 11256, + "IoU": 0.6077460510328068, + "TN": 668008, + "TP": 20007, + "n_pred": 31263, + "n_ref": 21664 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3725, + "IoU": 0.0, + "TN": 697203, + "TP": 0, + "n_pred": 3725, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9733328172775477, + "FN": 1082, + "FP": 1674, + "IoU": 0.9480509688607404, + "TN": 647876, + "TP": 50296, + "n_pred": 51970, + "n_ref": 51378 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5951329705308553, + "FN": 6129, + "FP": 1757, + "IoU": 0.423622277444818, + "TN": 512014, + "TP": 5796, + "n_pred": 7553, + "n_ref": 11925 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 60, + "IoU": 0.0, + "TN": 525636, + "TP": 0, + "n_pred": 60, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 63, + "IoU": 0.0, + "TN": 525633, + "TP": 0, + "n_pred": 63, + "n_ref": 0 + }, + "13": { + "Dice": 0.8145519077196096, + "FN": 5124, + "FP": 2191, + "IoU": 0.687125748502994, + "TN": 502316, + "TP": 16065, + "n_pred": 18256, + "n_ref": 21189 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 211, + "IoU": 0.0, + "TN": 525485, + "TP": 0, + "n_pred": 211, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 273, + "FP": 0, + "IoU": 0.0, + "TN": 525423, + "TP": 0, + "n_pred": 0, + "n_ref": 273 + }, + "8": { + "Dice": 0.9283747935332098, + "FN": 899, + "FP": 532, + "IoU": 0.866324147594582, + "TN": 514991, + "TP": 9274, + "n_pred": 9806, + "n_ref": 10173 + }, + "9": { + "Dice": 0.9585131258587856, + "FN": 658, + "FP": 1063, + "IoU": 0.9203314507915934, + "TN": 504094, + "TP": 19881, + "n_pred": 20944, + "n_ref": 20539 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1244, + "IoU": 0.0, + "TN": 699684, + "TP": 0, + "n_pred": 1244, + "n_ref": 0 + }, + "10": { + "Dice": 0.7935545023696683, + "FN": 317, + "FP": 772, + "IoU": 0.6577624135763671, + "TN": 697746, + "TP": 2093, + "n_pred": 2865, + "n_ref": 2410 + }, + "11": { + "Dice": 0.725100791399134, + "FN": 1452, + "FP": 389, + "IoU": 0.5687514640431014, + "TN": 696659, + "TP": 2428, + "n_pred": 2817, + "n_ref": 3880 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8781127129750983, + "FN": 1722, + "FP": 2556, + "IoU": 0.7827102803738317, + "TN": 681240, + "TP": 15410, + "n_pred": 17966, + "n_ref": 17132 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9721622709148773, + "FN": 292, + "FP": 469, + "IoU": 0.9458324435902912, + "TN": 686879, + "TP": 13288, + "n_pred": 13757, + "n_ref": 13580 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8626929217668973, + "FN": 2628, + "FP": 468, + "IoU": 0.7585400093589144, + "TN": 688106, + "TP": 9726, + "n_pred": 10194, + "n_ref": 12354 + }, + "5": { + "Dice": 0.8545700135074291, + "FN": 954, + "FP": 984, + "IoU": 0.7460691823899371, + "TN": 693296, + "TP": 5694, + "n_pred": 6678, + "n_ref": 6648 + }, + "6": { + "Dice": 0.9260096710995686, + "FN": 4527, + "FP": 15074, + "IoU": 0.8622141616932735, + "TN": 558671, + "TP": 122656, + "n_pred": 137730, + "n_ref": 127183 + }, + "7": { + "Dice": 0.0, + "FN": 1, + "FP": 802, + "IoU": 0.0, + "TN": 700125, + "TP": 0, + "n_pred": 802, + "n_ref": 1 + }, + "8": { + "Dice": 0.9713019390581717, + "FN": 179, + "FP": 80, + "IoU": 0.9442050840155105, + "TN": 696286, + "TP": 4383, + "n_pred": 4463, + "n_ref": 4562 + }, + "9": { + "Dice": 0.8776606736929118, + "FN": 4488, + "FP": 3800, + "IoU": 0.7819922666175658, + "TN": 662911, + "TP": 29729, + "n_pred": 33529, + "n_ref": 34217 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 135, + "IoU": 0.0, + "TN": 700793, + "TP": 0, + "n_pred": 135, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9044810198839311, + "FN": 1263, + "FP": 745, + "IoU": 0.8256187581415545, + "TN": 689413, + "TP": 9507, + "n_pred": 10252, + "n_ref": 10770 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9912182301849299, + "FN": 309, + "FP": 2431, + "IoU": 0.9825893566322478, + "TN": 543553, + "TP": 154635, + "n_pred": 157066, + "n_ref": 154944 + }, + "7": { + "Dice": 0.0035393411380343046, + "FN": 1, + "FP": 7319, + "IoU": 0.0017728078549024955, + "TN": 693595, + "TP": 13, + "n_pred": 7332, + "n_ref": 14 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5145248645987198, + "FN": 6150, + "FP": 1738, + "IoU": 0.3463705667882002, + "TN": 688860, + "TP": 4180, + "n_pred": 5918, + "n_ref": 10330 + }, + "10": { + "Dice": 0.7451827431364747, + "FN": 147, + "FP": 4336, + "IoU": 0.5938575828954521, + "TN": 689890, + "TP": 6555, + "n_pred": 10891, + "n_ref": 6702 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 406, + "IoU": 0.0, + "TN": 700522, + "TP": 0, + "n_pred": 406, + "n_ref": 0 + }, + "13": { + "Dice": 0.7698206216623306, + "FN": 8066, + "FP": 339, + "IoU": 0.6257791629563668, + "TN": 678468, + "TP": 14055, + "n_pred": 14394, + "n_ref": 22121 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1497, + "IoU": 0.0, + "TN": 699431, + "TP": 0, + "n_pred": 1497, + "n_ref": 0 + }, + "3": { + "Dice": 0.09667093469910372, + "FN": 6499, + "FP": 7611, + "IoU": 0.05079044735956946, + "TN": 686063, + "TP": 755, + "n_pred": 8366, + "n_ref": 7254 + }, + "4": { + "Dice": 0.621527509092316, + "FN": 4050, + "FP": 841, + "IoU": 0.45088132929156843, + "TN": 692021, + "TP": 4016, + "n_pred": 4857, + "n_ref": 8066 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 627, + "IoU": 0.0, + "TN": 700301, + "TP": 0, + "n_pred": 627, + "n_ref": 0 + }, + "6": { + "Dice": 0.948581002128897, + "FN": 1218, + "FP": 8419, + "IoU": 0.9021912330379888, + "TN": 602399, + "TP": 88892, + "n_pred": 97311, + "n_ref": 90110 + }, + "7": { + "Dice": 0.7779951174392333, + "FN": 5698, + "FP": 8943, + "IoU": 0.6366546717955082, + "TN": 660633, + "TP": 25654, + "n_pred": 34597, + "n_ref": 31352 + }, + "8": { + "Dice": 0.7379945093916106, + "FN": 18458, + "FP": 12941, + "IoU": 0.584779158952658, + "TN": 625308, + "TP": 44221, + "n_pred": 57162, + "n_ref": 62679 + }, + "9": { + "Dice": 0.9301775847294862, + "FN": 2248, + "FP": 115, + "IoU": 0.869469148759874, + "TN": 682825, + "TP": 15740, + "n_pred": 15855, + "n_ref": 17988 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9299237807355403, + "FN": 3756, + "FP": 4868, + "IoU": 0.8690257422735211, + "TN": 459851, + "TP": 57221, + "n_pred": 62089, + "n_ref": 60977 + }, + "15": { + "Dice": 0.08089330024813896, + "FN": 56, + "FP": 3648, + "IoU": 0.04215153866046031, + "TN": 521829, + "TP": 163, + "n_pred": 3811, + "n_ref": 219 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 457, + "IoU": 0.0, + "TN": 525239, + "TP": 0, + "n_pred": 457, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 10, + "FP": 0, + "IoU": 0.0, + "TN": 525686, + "TP": 0, + "n_pred": 0, + "n_ref": 10 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8807915629813959, + "FN": 2300, + "FP": 1724, + "IoU": 0.7869772366331392, + "TN": 506806, + "TP": 14866, + "n_pred": 16590, + "n_ref": 17166 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9551725264315502, + "FN": 1338, + "FP": 2779, + "IoU": 0.9141916255028242, + "TN": 477717, + "TP": 43862, + "n_pred": 46641, + "n_ref": 45200 + }, + "7": { + "Dice": 0.9110685561087706, + "FN": 303, + "FP": 858, + "IoU": 0.8366629150253235, + "TN": 518588, + "TP": 5947, + "n_pred": 6805, + "n_ref": 6250 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.974119023249013, + "FN": 934, + "FP": 1544, + "IoU": 0.9495438996579247, + "TN": 827048, + "TP": 46634, + "n_pred": 48178, + "n_ref": 47568 + }, + "10": { + "Dice": 0.8447522120798797, + "FN": 6762, + "FP": 6555, + "IoU": 0.7312303221118915, + "TN": 826612, + "TP": 36231, + "n_pred": 42786, + "n_ref": 42993 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5, + "FN": 4, + "FP": 0, + "IoU": 0.3333333333333333, + "TN": 876154, + "TP": 2, + "n_pred": 2, + "n_ref": 6 + }, + "13": { + "Dice": 0.8526093735669081, + "FN": 1648, + "FP": 1566, + "IoU": 0.7430855315747402, + "TN": 863650, + "TP": 9296, + "n_pred": 10862, + "n_ref": 10944 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8442437923250564, + "FN": 66, + "FP": 3, + "IoU": 0.73046875, + "TN": 875904, + "TP": 187, + "n_pred": 190, + "n_ref": 253 + }, + "3": { + "Dice": 0.9749669399629728, + "FN": 1996, + "FP": 1790, + "IoU": 0.9511565801865494, + "TN": 798647, + "TP": 73727, + "n_pred": 75517, + "n_ref": 75723 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9200802562217265, + "FN": 1023, + "FP": 5390, + "IoU": 0.8519894756277696, + "TN": 832832, + "TP": 36915, + "n_pred": 42305, + "n_ref": 37938 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 96, + "IoU": 0.0, + "TN": 876064, + "TP": 0, + "n_pred": 96, + "n_ref": 0 + }, + "9": { + "Dice": 0.9554042683393253, + "FN": 437, + "FP": 729, + "IoU": 0.9146162858816638, + "TN": 862504, + "TP": 12490, + "n_pred": 13219, + "n_ref": 12927 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 85, + "IoU": 0.0, + "TN": 525611, + "TP": 0, + "n_pred": 85, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8893402889986612, + "FN": 1032, + "FP": 1365, + "IoU": 0.8007315653836562, + "TN": 513667, + "TP": 9632, + "n_pred": 10997, + "n_ref": 10664 + }, + "6": { + "Dice": 0.8216401621453071, + "FN": 1986, + "FP": 2590, + "IoU": 0.6972744112198994, + "TN": 510580, + "TP": 10540, + "n_pred": 13130, + "n_ref": 12526 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 11063, + "IoU": 0.0, + "TN": 514633, + "TP": 0, + "n_pred": 11063, + "n_ref": 0 + }, + "8": { + "Dice": 0.9645366273095233, + "FN": 1374, + "FP": 317, + "IoU": 0.9315024101753959, + "TN": 501009, + "TP": 22996, + "n_pred": 23313, + "n_ref": 24370 + }, + "9": { + "Dice": 0.9062598753196013, + "FN": 1497, + "FP": 1766, + "IoU": 0.828587938642572, + "TN": 506660, + "TP": 15773, + "n_pred": 17539, + "n_ref": 17270 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1669, + "IoU": 0.0, + "TN": 874491, + "TP": 0, + "n_pred": 1669, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6955848179705655, + "FN": 2173, + "FP": 4508, + "IoU": 0.5332541567695962, + "TN": 861846, + "TP": 7633, + "n_pred": 12141, + "n_ref": 9806 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 75, + "IoU": 0.0, + "TN": 876085, + "TP": 0, + "n_pred": 75, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9418282548476454, + "FN": 25, + "FP": 17, + "IoU": 0.8900523560209425, + "TN": 875778, + "TP": 340, + "n_pred": 357, + "n_ref": 365 + }, + "7": { + "Dice": 0.39313572542901715, + "FN": 36, + "FP": 353, + "IoU": 0.2446601941747573, + "TN": 875645, + "TP": 126, + "n_pred": 479, + "n_ref": 162 + }, + "8": { + "Dice": 0.9520158625247852, + "FN": 171, + "FP": 192, + "IoU": 0.9084258324924319, + "TN": 872196, + "TP": 3601, + "n_pred": 3793, + "n_ref": 3772 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9141093776787245, + "FN": 3109, + "FP": 899, + "IoU": 0.841806125670982, + "TN": 500360, + "TP": 21328, + "n_pred": 22227, + "n_ref": 24437 + }, + "10": { + "Dice": 0.0, + "FN": 614, + "FP": 0, + "IoU": 0.0, + "TN": 525082, + "TP": 0, + "n_pred": 0, + "n_ref": 614 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4837126282909415, + "FN": 748, + "FP": 409, + "IoU": 0.3190111830488523, + "TN": 523997, + "TP": 542, + "n_pred": 951, + "n_ref": 1290 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9559208912008638, + "FN": 814, + "FP": 3677, + "IoU": 0.91556366097616, + "TN": 472508, + "TP": 48697, + "n_pred": 52374, + "n_ref": 49511 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9646935946135817, + "FN": 1748, + "FP": 3931, + "IoU": 0.9317952536510377, + "TN": 442432, + "TP": 77585, + "n_pred": 81516, + "n_ref": 79333 + }, + "7": { + "Dice": 0.8934660858743, + "FN": 2783, + "FP": 641, + "IoU": 0.8074457316387358, + "TN": 507914, + "TP": 14358, + "n_pred": 14999, + "n_ref": 17141 + }, + "8": { + "Dice": 0.6555898052777986, + "FN": 9153, + "FP": 9, + "IoU": 0.4876412034448048, + "TN": 507814, + "TP": 8720, + "n_pred": 8729, + "n_ref": 17873 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 268, + "IoU": 0.0, + "TN": 525428, + "TP": 0, + "n_pred": 268, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7154169841953547, + "FN": 8484, + "FP": 105, + "IoU": 0.5569254578282177, + "TN": 506311, + "TP": 10796, + "n_pred": 10901, + "n_ref": 19280 + }, + "15": { + "Dice": 0.5933241748041436, + "FN": 9635, + "FP": 1318, + "IoU": 0.42179169086205986, + "TN": 506753, + "TP": 7990, + "n_pred": 9308, + "n_ref": 17625 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0390.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.5002888442496054, + "FN": 2042.0933333333335, + "FP": 1211.0844444444442, + "IoU": 0.4186578093656285, + "TN": 564269.8177777778, + "TP": 4901.537777777778, + "n_pred": 6112.622222222222, + "n_ref": 6943.63111111111 + }, + "mean": { + "1": { + "Dice": 0.4626090495889559, + "FN": 1513.4666666666667, + "FP": 711.0, + "IoU": 0.4010278806969717, + "TN": 564096.3, + "TP": 6103.766666666666, + "n_pred": 6814.766666666666, + "n_ref": 7617.233333333334 + }, + "10": { + "Dice": 0.5323144310785737, + "FN": 1014.3333333333334, + "FP": 1847.3, + "IoU": 0.4302637815296523, + "TN": 565140.5333333333, + "TP": 4422.366666666667, + "n_pred": 6269.666666666667, + "n_ref": 5436.7 + }, + "11": { + "Dice": 0.42708827442852015, + "FN": 175.76666666666668, + "FP": 118.76666666666667, + "IoU": 0.2862673184335416, + "TN": 571969.4333333333, + "TP": 160.56666666666666, + "n_pred": 279.3333333333333, + "n_ref": 336.3333333333333 + }, + "12": { + "Dice": 0.31308161461977935, + "FN": 132.2, + "FP": 62.166666666666664, + "IoU": 0.2423767679364825, + "TN": 572032.4666666667, + "TP": 197.7, + "n_pred": 259.8666666666667, + "n_ref": 329.9 + }, + "13": { + "Dice": 0.37532334246023746, + "FN": 2249.733333333333, + "FP": 1237.3333333333333, + "IoU": 0.28613887160411544, + "TN": 565980.5333333333, + "TP": 2956.9333333333334, + "n_pred": 4194.266666666666, + "n_ref": 5206.666666666667 + }, + "14": { + "Dice": 0.3383191415721648, + "FN": 945.2666666666667, + "FP": 414.26666666666665, + "IoU": 0.2674914219175173, + "TN": 570318.4333333333, + "TP": 746.5666666666667, + "n_pred": 1160.8333333333333, + "n_ref": 1691.8333333333333 + }, + "15": { + "Dice": 0.6369740759006293, + "FN": 506.2, + "FP": 234.3, + "IoU": 0.4676838302117402, + "TN": 571029.7333333333, + "TP": 654.3, + "n_pred": 888.6, + "n_ref": 1160.5 + }, + "2": { + "Dice": 0.49454106450208357, + "FN": 613.5666666666667, + "FP": 353.76666666666665, + "IoU": 0.45563573532055296, + "TN": 567684.4, + "TP": 3772.8, + "n_pred": 4126.566666666667, + "n_ref": 4386.366666666667 + }, + "3": { + "Dice": 0.4586516473957907, + "FN": 5532.9, + "FP": 1701.0666666666666, + "IoU": 0.4180957263033014, + "TN": 557600.5666666667, + "TP": 7590.0, + "n_pred": 9291.066666666668, + "n_ref": 13122.9 + }, + "4": { + "Dice": 0.326174016337298, + "FN": 138.43333333333334, + "FP": 350.53333333333336, + "IoU": 0.2744457018286229, + "TN": 571103.8666666667, + "TP": 831.7, + "n_pred": 1182.2333333333333, + "n_ref": 970.1333333333333 + }, + "5": { + "Dice": 0.4870052567837003, + "FN": 755.4333333333333, + "FP": 179.9, + "IoU": 0.39078839983404673, + "TN": 570125.6666666666, + "TP": 1363.5333333333333, + "n_pred": 1543.4333333333334, + "n_ref": 2118.9666666666667 + }, + "6": { + "Dice": 0.6687313550578973, + "FN": 7753.8, + "FP": 6964.233333333334, + "IoU": 0.5823552045591925, + "TN": 532265.6333333333, + "TP": 25440.866666666665, + "n_pred": 32405.1, + "n_ref": 33194.666666666664 + }, + "7": { + "Dice": 0.3858893443429814, + "FN": 7976.833333333333, + "FP": 2502.5333333333333, + "IoU": 0.3399743071160487, + "TN": 554248.5333333333, + "TP": 7696.633333333333, + "n_pred": 10199.166666666666, + "n_ref": 15673.466666666667 + }, + "8": { + "Dice": 0.8165079463735448, + "FN": 573.3666666666667, + "FP": 389.9, + "IoU": 0.759761764952592, + "TN": 564328.8, + "TP": 7132.466666666666, + "n_pred": 7522.366666666667, + "n_ref": 7705.833333333333 + }, + "9": { + "Dice": 0.781122103301925, + "FN": 750.1, + "FP": 1099.2, + "IoU": 0.6775604282400497, + "TN": 566122.3666666667, + "TP": 4452.866666666667, + "n_pred": 5552.066666666667, + "n_ref": 5202.966666666666 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 525695, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 95, + "IoU": 0.0, + "TN": 525601, + "TP": 0, + "n_pred": 95, + "n_ref": 0 + }, + "11": { + "Dice": 0.5297857311043089, + "FN": 825, + "FP": 1172, + "IoU": 0.36034593209481103, + "TN": 522574, + "TP": 1125, + "n_pred": 2297, + "n_ref": 1950 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 525668, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "13": { + "Dice": 0.16893732970027248, + "FN": 261, + "FP": 44, + "IoU": 0.09226190476190477, + "TN": 525360, + "TP": 31, + "n_pred": 75, + "n_ref": 292 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9048618294665287, + "FN": 1813, + "FP": 1406, + "IoU": 0.8262535758622551, + "TN": 507169, + "TP": 15308, + "n_pred": 16714, + "n_ref": 17121 + }, + "3": { + "Dice": 0.0, + "FN": 144468, + "FP": 0, + "IoU": 0.0, + "TN": 381228, + "TP": 0, + "n_pred": 0, + "n_ref": 144468 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 158, + "IoU": 0.0, + "TN": 525538, + "TP": 0, + "n_pred": 158, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.42520581143537867, + "FN": 2561, + "FP": 137848, + "IoU": 0.2700072266731828, + "TN": 333353, + "TP": 51934, + "n_pred": 189782, + "n_ref": 54495 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 721, + "IoU": 0.0, + "TN": 524975, + "TP": 0, + "n_pred": 721, + "n_ref": 0 + }, + "8": { + "Dice": 0.9026217228464419, + "FN": 283, + "FP": 289, + "IoU": 0.8225255972696246, + "TN": 522473, + "TP": 2651, + "n_pred": 2940, + "n_ref": 2934 + }, + "9": { + "Dice": 0.15319148936170213, + "FN": 397, + "FP": 1, + "IoU": 0.08294930875576037, + "TN": 525262, + "TP": 36, + "n_pred": 37, + "n_ref": 433 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7247706422018348, + "FN": 176, + "FP": 4, + "IoU": 0.5683453237410072, + "TN": 700511, + "TP": 237, + "n_pred": 241, + "n_ref": 413 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6598128377487809, + "FN": 1981, + "FP": 600, + "IoU": 0.4923288749016522, + "TN": 695844, + "TP": 2503, + "n_pred": 3103, + "n_ref": 4484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9781824096948994, + "FN": 1931, + "FP": 2361, + "IoU": 0.9572965067109753, + "TN": 600421, + "TP": 96215, + "n_pred": 98576, + "n_ref": 98146 + }, + "7": { + "Dice": 0.9152083333333333, + "FN": 1312, + "FP": 1130, + "IoU": 0.8436719800268869, + "TN": 685307, + "TP": 13179, + "n_pred": 14309, + "n_ref": 14491 + }, + "8": { + "Dice": 0.8054009140008309, + "FN": 881, + "FP": 3803, + "IoU": 0.6742018501773667, + "TN": 686551, + "TP": 9693, + "n_pred": 13496, + "n_ref": 10574 + }, + "9": { + "Dice": 0.8520728767339841, + "FN": 1248, + "FP": 2495, + "IoU": 0.7422708806720375, + "TN": 686405, + "TP": 10780, + "n_pred": 13275, + "n_ref": 12028 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 258, + "IoU": 0.0, + "TN": 525438, + "TP": 0, + "n_pred": 258, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 938, + "IoU": 0.0, + "TN": 524758, + "TP": 0, + "n_pred": 938, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8043391877930541, + "FN": 14286, + "FP": 486, + "IoU": 0.6727151877700233, + "TN": 480561, + "TP": 30363, + "n_pred": 30849, + "n_ref": 44649 + }, + "3": { + "Dice": 0.8745447677692018, + "FN": 2450, + "FP": 15153, + "IoU": 0.7770586894298235, + "TN": 446738, + "TP": 61355, + "n_pred": 76508, + "n_ref": 63805 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5644599303135889, + "FN": 87, + "FP": 38, + "IoU": 0.3932038834951456, + "TN": 525490, + "TP": 81, + "n_pred": 119, + "n_ref": 168 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6358, + "IoU": 0.0, + "TN": 519338, + "TP": 0, + "n_pred": 6358, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 108, + "IoU": 0.0, + "TN": 525588, + "TP": 0, + "n_pred": 108, + "n_ref": 0 + }, + "9": { + "Dice": 0.8124031007751938, + "FN": 43, + "FP": 78, + "IoU": 0.6840731070496083, + "TN": 525313, + "TP": 262, + "n_pred": 340, + "n_ref": 305 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.85555399573414, + "FN": 30257, + "FP": 1640, + "IoU": 0.7475704336815447, + "TN": 574568, + "TP": 94463, + "n_pred": 96103, + "n_ref": 124720 + }, + "10": { + "Dice": 0.48235370865679433, + "FN": 1623, + "FP": 14247, + "IoU": 0.31783012379642367, + "TN": 677664, + "TP": 7394, + "n_pred": 21641, + "n_ref": 9017 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6483971044467425, + "FN": 400, + "FP": 280, + "IoU": 0.4797245600612089, + "TN": 699621, + "TP": 627, + "n_pred": 907, + "n_ref": 1027 + }, + "13": { + "Dice": 0.5601908866995073, + "FN": 14080, + "FP": 3062, + "IoU": 0.38907302469795785, + "TN": 672869, + "TP": 10917, + "n_pred": 13979, + "n_ref": 24997 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 45, + "IoU": 0.0, + "TN": 700883, + "TP": 0, + "n_pred": 45, + "n_ref": 0 + }, + "3": { + "Dice": 0.39650805832693786, + "FN": 1464, + "FP": 29990, + "IoU": 0.24727786153588435, + "TN": 659141, + "TP": 10333, + "n_pred": 40323, + "n_ref": 11797 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9490193893470025, + "FN": 3510, + "FP": 150, + "IoU": 0.9029846790012194, + "TN": 663202, + "TP": 34066, + "n_pred": 34216, + "n_ref": 37576 + }, + "8": { + "Dice": 0.9364548494983278, + "FN": 607, + "FP": 590, + "IoU": 0.8805031446540881, + "TN": 690911, + "TP": 8820, + "n_pred": 9410, + "n_ref": 9427 + }, + "9": { + "Dice": 0.9080126429665353, + "FN": 1138, + "FP": 1685, + "IoU": 0.8315230365242301, + "TN": 684172, + "TP": 13933, + "n_pred": 15618, + "n_ref": 15071 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.003838449869677084, + "FN": 118801, + "FP": 60, + "IoU": 0.0019229154421026115, + "TN": 406606, + "TP": 229, + "n_pred": 289, + "n_ref": 119030 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.6198014488865039, + "FN": 899, + "FP": 518, + "IoU": 0.4490668740279938, + "TN": 523124, + "TP": 1155, + "n_pred": 1673, + "n_ref": 2054 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 86, + "IoU": 0.0, + "TN": 525610, + "TP": 0, + "n_pred": 86, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9492322932144626, + "FN": 98, + "FP": 312, + "IoU": 0.9033702568937073, + "TN": 521453, + "TP": 3833, + "n_pred": 4145, + "n_ref": 3931 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 525690, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "6": { + "Dice": 0.9523493024977153, + "FN": 5528, + "FP": 781, + "IoU": 0.9090332348064307, + "TN": 456341, + "TP": 63046, + "n_pred": 63827, + "n_ref": 68574 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 525668, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 60, + "IoU": 0.0, + "TN": 525636, + "TP": 0, + "n_pred": 60, + "n_ref": 0 + }, + "9": { + "Dice": 0.8400879372968839, + "FN": 939, + "FP": 2407, + "IoU": 0.7242686444169757, + "TN": 513561, + "TP": 8789, + "n_pred": 11196, + "n_ref": 9728 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8343359616675662, + "FN": 6705, + "FP": 5880, + "IoU": 0.7157602312765381, + "TN": 481420, + "TP": 31691, + "n_pred": 37571, + "n_ref": 38396 + }, + "11": { + "Dice": 0.2553191489361702, + "FN": 2, + "FP": 33, + "IoU": 0.14634146341463414, + "TN": 525655, + "TP": 6, + "n_pred": 39, + "n_ref": 8 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8920167303146026, + "FN": 1126, + "FP": 1843, + "IoU": 0.8050814075630253, + "TN": 510464, + "TP": 12263, + "n_pred": 14106, + "n_ref": 13389 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8977824279943035, + "FN": 826, + "FP": 2691, + "IoU": 0.8145237844109271, + "TN": 506734, + "TP": 15445, + "n_pred": 18136, + "n_ref": 16271 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9659702168620123, + "FN": 3280, + "FP": 2129, + "IoU": 0.9341802650312123, + "TN": 443517, + "TP": 76770, + "n_pred": 78899, + "n_ref": 80050 + }, + "7": { + "Dice": 0.9074344023323615, + "FN": 586, + "FP": 1700, + "IoU": 0.8305537024683122, + "TN": 512205, + "TP": 11205, + "n_pred": 12905, + "n_ref": 11791 + }, + "8": { + "Dice": 0.8641410842586544, + "FN": 266, + "FP": 150, + "IoU": 0.7607820586543991, + "TN": 523957, + "TP": 1323, + "n_pred": 1473, + "n_ref": 1589 + }, + "9": { + "Dice": 0.737934613388687, + "FN": 1629, + "FP": 896, + "IoU": 0.584703947368421, + "TN": 519616, + "TP": 3555, + "n_pred": 4451, + "n_ref": 5184 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3555, + "IoU": 0.0, + "TN": 522141, + "TP": 0, + "n_pred": 3555, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 294, + "IoU": 0.0, + "TN": 525402, + "TP": 0, + "n_pred": 294, + "n_ref": 0 + }, + "7": { + "Dice": 0.07431978256422246, + "FN": 63171, + "FP": 177, + "IoU": 0.038594041674887315, + "TN": 459805, + "TP": 2543, + "n_pred": 2720, + "n_ref": 65714 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 4, + "FP": 0, + "IoU": 0.0, + "TN": 525692, + "TP": 0, + "n_pred": 0, + "n_ref": 4 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 525693, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8824654310091203, + "FN": 1361, + "FP": 237, + "IoU": 0.7896538107147558, + "TN": 518099, + "TP": 5999, + "n_pred": 6236, + "n_ref": 7360 + }, + "10": { + "Dice": 0.9048554588829638, + "FN": 884, + "FP": 472, + "IoU": 0.8262429523321374, + "TN": 517892, + "TP": 6448, + "n_pred": 6920, + "n_ref": 7332 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7004937851183382, + "FN": 1527, + "FP": 232, + "IoU": 0.5390461215932913, + "TN": 521880, + "TP": 2057, + "n_pred": 2289, + "n_ref": 3584 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9582611014801974, + "FN": 586, + "FP": 353, + "IoU": 0.9198668714797748, + "TN": 513978, + "TP": 10779, + "n_pred": 11132, + "n_ref": 11365 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8413205537806177, + "FN": 70, + "FP": 228, + "IoU": 0.7261029411764706, + "TN": 524608, + "TP": 790, + "n_pred": 1018, + "n_ref": 860 + }, + "6": { + "Dice": 0.43680387409200966, + "FN": 182, + "FP": 2144, + "IoU": 0.27942998760842624, + "TN": 522468, + "TP": 902, + "n_pred": 3046, + "n_ref": 1084 + }, + "7": { + "Dice": 0.94624, + "FN": 2381, + "FP": 1315, + "IoU": 0.8979653811114485, + "TN": 489473, + "TP": 32527, + "n_pred": 33842, + "n_ref": 34908 + }, + "8": { + "Dice": 0.9323270075111579, + "FN": 218, + "FP": 1647, + "IoU": 0.8732327351821643, + "TN": 510984, + "TP": 12847, + "n_pred": 14494, + "n_ref": 13065 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8324997064694141, + "FN": 1177, + "FP": 5956, + "IoU": 0.7130616678064282, + "TN": 676069, + "TP": 17726, + "n_pred": 23682, + "n_ref": 18903 + }, + "11": { + "Dice": 0.21206225680933852, + "FN": 751, + "FP": 59, + "IoU": 0.11860718171926006, + "TN": 700009, + "TP": 109, + "n_pred": 168, + "n_ref": 860 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.524811805599983, + "FN": 8386, + "FP": 13897, + "IoU": 0.3557592228518561, + "TN": 666340, + "TP": 12305, + "n_pred": 26202, + "n_ref": 20691 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9698329404010444, + "FN": 686, + "FP": 1694, + "IoU": 0.9414326844993479, + "TN": 660291, + "TP": 38257, + "n_pred": 39951, + "n_ref": 38943 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9113794863071951, + "FN": 424, + "FP": 97, + "IoU": 0.8371875, + "TN": 697728, + "TP": 2679, + "n_pred": 2776, + "n_ref": 3103 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9549017479101075, + "FN": 958, + "FP": 1119, + "IoU": 0.9136956702401728, + "TN": 676862, + "TP": 21989, + "n_pred": 23108, + "n_ref": 22947 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 700919, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8312406576980568, + "FN": 603, + "FP": 1655, + "IoU": 0.71121626806497, + "TN": 693109, + "TP": 5561, + "n_pred": 7216, + "n_ref": 6164 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7777397611797311, + "FN": 8857, + "FP": 4135, + "IoU": 0.6363127396915153, + "TN": 665205, + "TP": 22731, + "n_pred": 26866, + "n_ref": 31588 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6245089150800847, + "FN": 9565, + "FP": 375, + "IoU": 0.4540261452268483, + "TN": 682722, + "TP": 8266, + "n_pred": 8641, + "n_ref": 17831 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8999055075593952, + "FN": 2935, + "FP": 31, + "IoU": 0.8180256457451377, + "TN": 684629, + "TP": 13333, + "n_pred": 13364, + "n_ref": 16268 + }, + "7": { + "Dice": 0.8713647385356778, + "FN": 7178, + "FP": 1257, + "IoU": 0.77205167008972, + "TN": 663924, + "TP": 28569, + "n_pred": 29826, + "n_ref": 35747 + }, + "8": { + "Dice": 0.9412280701754386, + "FN": 132, + "FP": 136, + "IoU": 0.8889809444904723, + "TN": 698514, + "TP": 2146, + "n_pred": 2282, + "n_ref": 2278 + }, + "9": { + "Dice": 0.9330080883296957, + "FN": 2354, + "FP": 255, + "IoU": 0.8744284545410791, + "TN": 680151, + "TP": 18168, + "n_pred": 18423, + "n_ref": 20522 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.508400292184076, + "FN": 7, + "FP": 666, + "IoU": 0.34084231145935356, + "TN": 524675, + "TP": 348, + "n_pred": 1014, + "n_ref": 355 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7096089724158836, + "FN": 798, + "FP": 1118, + "IoU": 0.549917782475922, + "TN": 521439, + "TP": 2341, + "n_pred": 3459, + "n_ref": 3139 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.36121573092756415, + "FN": 6544, + "FP": 749, + "IoU": 0.2204168893639765, + "TN": 516341, + "TP": 2062, + "n_pred": 2811, + "n_ref": 8606 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 28309, + "IoU": 0.0, + "TN": 497387, + "TP": 0, + "n_pred": 28309, + "n_ref": 0 + }, + "7": { + "Dice": 0.09610819365513272, + "FN": 76, + "FP": 12489, + "IoU": 0.05047986095367642, + "TN": 512463, + "TP": 668, + "n_pred": 13157, + "n_ref": 744 + }, + "8": { + "Dice": 0.941578912066537, + "FN": 28, + "FP": 843, + "IoU": 0.8896070975918885, + "TN": 517806, + "TP": 7019, + "n_pred": 7862, + "n_ref": 7047 + }, + "9": { + "Dice": 0.7804878048780488, + "FN": 77, + "FP": 22, + "IoU": 0.64, + "TN": 525421, + "TP": 176, + "n_pred": 198, + "n_ref": 253 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.5714767932489452, + "FN": 1134, + "FP": 1405, + "IoU": 0.40004725897920607, + "TN": 521464, + "TP": 1693, + "n_pred": 3098, + "n_ref": 2827 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 207, + "IoU": 0.0, + "TN": 525489, + "TP": 0, + "n_pred": 207, + "n_ref": 0 + }, + "13": { + "Dice": 0.03829787234042553, + "FN": 452, + "FP": 0, + "IoU": 0.019522776572668113, + "TN": 525235, + "TP": 9, + "n_pred": 9, + "n_ref": 461 + }, + "14": { + "Dice": 0.8410072830514751, + "FN": 1012, + "FP": 1564, + "IoU": 0.7256363830013846, + "TN": 516307, + "TP": 6813, + "n_pred": 8377, + "n_ref": 7825 + }, + "15": { + "Dice": 0.6583303129153075, + "FN": 11149, + "FP": 163, + "IoU": 0.49067987393066187, + "TN": 503486, + "TP": 10898, + "n_pred": 11061, + "n_ref": 22047 + }, + "2": { + "Dice": 0.9695602214561788, + "FN": 806, + "FP": 651, + "IoU": 0.9409188597380479, + "TN": 501035, + "TP": 23204, + "n_pred": 23855, + "n_ref": 24010 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 525693, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 126, + "IoU": 0.0, + "TN": 525570, + "TP": 0, + "n_pred": 126, + "n_ref": 0 + }, + "6": { + "Dice": 0.9776747467620823, + "FN": 1232, + "FP": 1426, + "IoU": 0.9563245588090309, + "TN": 464838, + "TP": 58200, + "n_pred": 59626, + "n_ref": 59432 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 525693, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9442637171980047, + "FN": 147, + "FP": 367, + "IoU": 0.8944124897288415, + "TN": 520828, + "TP": 4354, + "n_pred": 4721, + "n_ref": 4501 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 700905, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "10": { + "Dice": 0.46017699115044247, + "FN": 122, + "FP": 0, + "IoU": 0.2988505747126437, + "TN": 700754, + "TP": 52, + "n_pred": 52, + "n_ref": 174 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 858, + "IoU": 0.0, + "TN": 700070, + "TP": 0, + "n_pred": 858, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1279, + "IoU": 0.0, + "TN": 699649, + "TP": 0, + "n_pred": 1279, + "n_ref": 0 + }, + "3": { + "Dice": 0.9487464030865711, + "FN": 4356, + "FP": 3588, + "IoU": 0.9024905178656912, + "TN": 619459, + "TP": 73525, + "n_pred": 77113, + "n_ref": 77881 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 589, + "IoU": 0.0, + "TN": 700339, + "TP": 0, + "n_pred": 589, + "n_ref": 0 + }, + "5": { + "Dice": 0.723812975715839, + "FN": 1473, + "FP": 51, + "IoU": 0.5671684180630503, + "TN": 697407, + "TP": 1997, + "n_pred": 2048, + "n_ref": 3470 + }, + "6": { + "Dice": 0.8708774063465139, + "FN": 6863, + "FP": 1206, + "IoU": 0.7712868480725623, + "TN": 665648, + "TP": 27211, + "n_pred": 28417, + "n_ref": 34074 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2927, + "IoU": 0.0, + "TN": 698001, + "TP": 0, + "n_pred": 2927, + "n_ref": 0 + }, + "8": { + "Dice": 0.972972972972973, + "FN": 53, + "FP": 88, + "IoU": 0.9473684210526315, + "TN": 698249, + "TP": 2538, + "n_pred": 2626, + "n_ref": 2591 + }, + "9": { + "Dice": 0.8527109719652768, + "FN": 1117, + "FP": 4058, + "IoU": 0.7432398908459439, + "TN": 680773, + "TP": 14980, + "n_pred": 19038, + "n_ref": 16097 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 145, + "FP": 0, + "IoU": 0.0, + "TN": 525551, + "TP": 0, + "n_pred": 0, + "n_ref": 145 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7663230240549829, + "FN": 98, + "FP": 38, + "IoU": 0.6211699164345403, + "TN": 525337, + "TP": 223, + "n_pred": 261, + "n_ref": 321 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6603085553997194, + "FN": 3457, + "FP": 1387, + "IoU": 0.49288107202680065, + "TN": 516144, + "TP": 4708, + "n_pred": 6095, + "n_ref": 8165 + }, + "6": { + "Dice": 0.8522503760268425, + "FN": 559, + "FP": 1995, + "IoU": 0.7425403225806452, + "TN": 515776, + "TP": 7366, + "n_pred": 9361, + "n_ref": 7925 + }, + "7": { + "Dice": 0.9128867275928565, + "FN": 741, + "FP": 2376, + "IoU": 0.8397346907296005, + "TN": 506247, + "TP": 16332, + "n_pred": 18708, + "n_ref": 17073 + }, + "8": { + "Dice": 0.9672010949261902, + "FN": 645, + "FP": 697, + "IoU": 0.9364853992143499, + "TN": 504567, + "TP": 19787, + "n_pred": 20484, + "n_ref": 20432 + }, + "9": { + "Dice": 0.7902051621442753, + "FN": 295, + "FP": 22, + "IoU": 0.6531728665207878, + "TN": 524782, + "TP": 597, + "n_pred": 619, + "n_ref": 892 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 3, + "FP": 419, + "IoU": 0.0, + "TN": 525274, + "TP": 0, + "n_pred": 419, + "n_ref": 3 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 352, + "IoU": 0.0, + "TN": 525344, + "TP": 0, + "n_pred": 352, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9151432744120461, + "FN": 3298, + "FP": 72, + "IoU": 0.8435614149104076, + "TN": 504154, + "TP": 18172, + "n_pred": 18244, + "n_ref": 21470 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7052082530383618, + "FN": 2266, + "FP": 9207, + "IoU": 0.5446499444356248, + "TN": 675732, + "TP": 13723, + "n_pred": 22930, + "n_ref": 15989 + }, + "11": { + "Dice": 0.6023529411764705, + "FN": 108, + "FP": 61, + "IoU": 0.43097643097643096, + "TN": 700631, + "TP": 128, + "n_pred": 189, + "n_ref": 236 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 700921, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "13": { + "Dice": 0.6811219051679508, + "FN": 15916, + "FP": 5026, + "IoU": 0.5164403805301561, + "TN": 657620, + "TP": 22366, + "n_pred": 27392, + "n_ref": 38282 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8421252371916509, + "FN": 714, + "FP": 118, + "IoU": 0.7273025237627008, + "TN": 697877, + "TP": 2219, + "n_pred": 2337, + "n_ref": 2933 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 70, + "IoU": 0.0, + "TN": 700858, + "TP": 0, + "n_pred": 70, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1614, + "IoU": 0.0, + "TN": 699314, + "TP": 0, + "n_pred": 1614, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 700906, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "6": { + "Dice": 0.8932363204395278, + "FN": 2451, + "FP": 3301, + "IoU": 0.8070705037901656, + "TN": 671114, + "TP": 24062, + "n_pred": 27363, + "n_ref": 26513 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 126, + "IoU": 0.0, + "TN": 700802, + "TP": 0, + "n_pred": 126, + "n_ref": 0 + }, + "8": { + "Dice": 0.7980392824318344, + "FN": 5212, + "FP": 721, + "IoU": 0.6639478901161144, + "TN": 683273, + "TP": 11722, + "n_pred": 12443, + "n_ref": 16934 + }, + "9": { + "Dice": 0.7379317939870049, + "FN": 1334, + "FP": 5805, + "IoU": 0.5847004072134963, + "TN": 683738, + "TP": 10051, + "n_pred": 15856, + "n_ref": 11385 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8423675090341757, + "FN": 11628, + "FP": 1153, + "IoU": 0.7276640173872281, + "TN": 478765, + "TP": 34150, + "n_pred": 35303, + "n_ref": 45778 + }, + "10": { + "Dice": 0.8200853428599781, + "FN": 3457, + "FP": 3795, + "IoU": 0.6950378469301934, + "TN": 501916, + "TP": 16528, + "n_pred": 20323, + "n_ref": 19985 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.06175335416283771, + "FN": 4110, + "FP": 995, + "IoU": 0.03186042101270624, + "TN": 520423, + "TP": 168, + "n_pred": 1163, + "n_ref": 4278 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5895806861499364, + "FN": 18, + "FP": 305, + "IoU": 0.418018018018018, + "TN": 525141, + "TP": 232, + "n_pred": 537, + "n_ref": 250 + }, + "7": { + "Dice": 0.9317633433066307, + "FN": 1082, + "FP": 332, + "IoU": 0.8722443079147091, + "TN": 514628, + "TP": 9654, + "n_pred": 9986, + "n_ref": 10736 + }, + "8": { + "Dice": 0.8400826446280992, + "FN": 4162, + "FP": 482, + "IoU": 0.7242607766298539, + "TN": 508854, + "TP": 12198, + "n_pred": 12680, + "n_ref": 16360 + }, + "9": { + "Dice": 0.9067489989869265, + "FN": 1315, + "FP": 618, + "IoU": 0.8294060541876269, + "TN": 514365, + "TP": 9398, + "n_pred": 10016, + "n_ref": 10713 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6690843966868144, + "FN": 1544, + "FP": 5847, + "IoU": 0.5027248873040436, + "TN": 510833, + "TP": 7472, + "n_pred": 13319, + "n_ref": 9016 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9026704436071615, + "FN": 834, + "FP": 2705, + "IoU": 0.8226065162907268, + "TN": 505746, + "TP": 16411, + "n_pred": 19116, + "n_ref": 17245 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 53, + "IoU": 0.0, + "TN": 525643, + "TP": 0, + "n_pred": 53, + "n_ref": 0 + }, + "5": { + "Dice": 0.6994699873457186, + "FN": 14627, + "FP": 1760, + "IoU": 0.5378345601714754, + "TN": 490239, + "TP": 19070, + "n_pred": 20830, + "n_ref": 33697 + }, + "6": { + "Dice": 0.38062203274876466, + "FN": 21104, + "FP": 10859, + "IoU": 0.23504212138617653, + "TN": 483912, + "TP": 9821, + "n_pred": 20680, + "n_ref": 30925 + }, + "7": { + "Dice": 0.8419599550733823, + "FN": 18587, + "FP": 6600, + "IoU": 0.7270559932378982, + "TN": 433417, + "TP": 67092, + "n_pred": 73692, + "n_ref": 85679 + }, + "8": { + "Dice": 0.9700840828891844, + "FN": 2017, + "FP": 840, + "IoU": 0.9419060981313162, + "TN": 476517, + "TP": 46322, + "n_pred": 47162, + "n_ref": 48339 + }, + "9": { + "Dice": 0.9077922077922078, + "FN": 501, + "FP": 209, + "IoU": 0.83115338882283, + "TN": 521491, + "TP": 3495, + "n_pred": 3704, + "n_ref": 3996 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9140101138363519, + "FN": 614, + "FP": 7106, + "IoU": 0.8416377771851731, + "TN": 476947, + "TP": 41029, + "n_pred": 48135, + "n_ref": 41643 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7059559820590383, + "FN": 2479, + "FP": 340, + "IoU": 0.5455424794454297, + "TN": 519493, + "TP": 3384, + "n_pred": 3724, + "n_ref": 5863 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9768454073130085, + "FN": 902, + "FP": 279, + "IoU": 0.954738818840302, + "TN": 499603, + "TP": 24912, + "n_pred": 25191, + "n_ref": 25814 + }, + "9": { + "Dice": 0.9446962828649139, + "FN": 143, + "FP": 101, + "IoU": 0.8951890034364262, + "TN": 523368, + "TP": 2084, + "n_pred": 2185, + "n_ref": 2227 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1768, + "IoU": 0.0, + "TN": 699160, + "TP": 0, + "n_pred": 1768, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3922, + "IoU": 0.0, + "TN": 697006, + "TP": 0, + "n_pred": 3922, + "n_ref": 0 + }, + "11": { + "Dice": 0.18487394957983194, + "FN": 443, + "FP": 42, + "IoU": 0.10185185185185185, + "TN": 700388, + "TP": 55, + "n_pred": 97, + "n_ref": 498 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 450, + "IoU": 0.0, + "TN": 700478, + "TP": 0, + "n_pred": 450, + "n_ref": 0 + }, + "14": { + "Dice": 0.5122692832371842, + "FN": 27343, + "FP": 2332, + "IoU": 0.34432930466868467, + "TN": 655669, + "TP": 15584, + "n_pred": 17916, + "n_ref": 42927 + }, + "15": { + "Dice": 0.615617838885951, + "FN": 4037, + "FP": 6866, + "IoU": 0.4446877864928186, + "TN": 681294, + "TP": 8731, + "n_pred": 15597, + "n_ref": 12768 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4270, + "IoU": 0.0, + "TN": 696658, + "TP": 0, + "n_pred": 4270, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1280, + "IoU": 0.0, + "TN": 699648, + "TP": 0, + "n_pred": 1280, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 511, + "IoU": 0.0, + "TN": 700417, + "TP": 0, + "n_pred": 511, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5470069976674442, + "FN": 169646, + "FP": 283, + "IoU": 0.37646912049081377, + "TN": 428401, + "TP": 102598, + "n_pred": 102881, + "n_ref": 272244 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 31588, + "IoU": 0.0, + "TN": 669340, + "TP": 0, + "n_pred": 31588, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.2559774964838256, + "FN": 1910, + "FP": 4967, + "IoU": 0.14677419354838708, + "TN": 692868, + "TP": 1183, + "n_pred": 6150, + "n_ref": 3093 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6597544077595681, + "FN": 4053, + "FP": 3068, + "IoU": 0.4922638146167558, + "TN": 511671, + "TP": 6904, + "n_pred": 9972, + "n_ref": 10957 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.702520617957951, + "FN": 1941, + "FP": 620, + "IoU": 0.5414503133393017, + "TN": 520111, + "TP": 3024, + "n_pred": 3644, + "n_ref": 4965 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 3760, + "IoU": 0.0, + "TN": 521936, + "TP": 0, + "n_pred": 3760, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 8113, + "IoU": 0.0, + "TN": 517583, + "TP": 0, + "n_pred": 8113, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9554613725927579, + "FN": 165, + "FP": 434, + "IoU": 0.9147209567198178, + "TN": 518672, + "TP": 6425, + "n_pred": 6859, + "n_ref": 6590 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 525693, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 62, + "IoU": 0.0, + "TN": 525634, + "TP": 0, + "n_pred": 62, + "n_ref": 0 + }, + "7": { + "Dice": 0.5192623132508756, + "FN": 21234, + "FP": 454, + "IoU": 0.35067812340947874, + "TN": 492295, + "TP": 11713, + "n_pred": 12167, + "n_ref": 32947 + }, + "8": { + "Dice": 0.9723663499096368, + "FN": 677, + "FP": 271, + "IoU": 0.9462188687808476, + "TN": 508069, + "TP": 16679, + "n_pred": 16950, + "n_ref": 17356 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7980979020979021, + "FN": 343, + "FP": 3266, + "IoU": 0.6640290448706013, + "TN": 514954, + "TP": 7133, + "n_pred": 10399, + "n_ref": 7476 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4648778635615745, + "FN": 6042, + "FP": 2414, + "IoU": 0.3028279330530134, + "TN": 513567, + "TP": 3673, + "n_pred": 6087, + "n_ref": 9715 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 525691, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "4": { + "Dice": 0.6258363355635616, + "FN": 922, + "FP": 4167, + "IoU": 0.45543071161048687, + "TN": 516351, + "TP": 4256, + "n_pred": 8423, + "n_ref": 5178 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9722605688339049, + "FN": 1958, + "FP": 3809, + "IoU": 0.946018552319976, + "TN": 418863, + "TP": 101066, + "n_pred": 104875, + "n_ref": 103024 + }, + "7": { + "Dice": 0.5201599466844385, + "FN": 484, + "FP": 5276, + "IoU": 0.35149741049313216, + "TN": 516814, + "TP": 3122, + "n_pred": 8398, + "n_ref": 3606 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9166038683747803, + "FN": 540, + "FP": 1452, + "IoU": 0.8460468351495479, + "TN": 512757, + "TP": 10947, + "n_pred": 12399, + "n_ref": 11487 + }, + "6": { + "Dice": 0.7865168539325843, + "FN": 7, + "FP": 12, + "IoU": 0.6481481481481481, + "TN": 525642, + "TP": 35, + "n_pred": 47, + "n_ref": 42 + }, + "7": { + "Dice": 0.0, + "FN": 162, + "FP": 0, + "IoU": 0.0, + "TN": 525534, + "TP": 0, + "n_pred": 0, + "n_ref": 162 + }, + "8": { + "Dice": 0.9759137140941098, + "FN": 1080, + "FP": 644, + "IoU": 0.9529604365620736, + "TN": 489046, + "TP": 34926, + "n_pred": 35570, + "n_ref": 36006 + }, + "9": { + "Dice": 0.8963975155279503, + "FN": 130, + "FP": 1121, + "IoU": 0.8122467357046376, + "TN": 519033, + "TP": 5412, + "n_pred": 6533, + "n_ref": 5542 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0402.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.4410339256865913, + "FN": 1111, + "FP": 273, + "IoU": 0.28290155440414505, + "TN": 698998, + "TP": 546, + "n_pred": 819, + "n_ref": 1657 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 367, + "IoU": 0.0, + "TN": 700561, + "TP": 0, + "n_pred": 367, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8192771084337349, + "FN": 0, + "FP": 30, + "IoU": 0.6938775510204082, + "TN": 700830, + "TP": 68, + "n_pred": 98, + "n_ref": 68 + }, + "5": { + "Dice": 0.3225806451612903, + "FN": 17, + "FP": 25, + "IoU": 0.19230769230769232, + "TN": 700876, + "TP": 10, + "n_pred": 35, + "n_ref": 27 + }, + "6": { + "Dice": 0.9094728104628093, + "FN": 8009, + "FP": 9877, + "IoU": 0.8339753645654454, + "TN": 593197, + "TP": 89845, + "n_pred": 99722, + "n_ref": 97854 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8998849252013809, + "FN": 38, + "FP": 49, + "IoU": 0.8179916317991632, + "TN": 700450, + "TP": 391, + "n_pred": 440, + "n_ref": 429 + }, + "9": { + "Dice": 0.7561566043574016, + "FN": 7183, + "FP": 6214, + "IoU": 0.6079194591588867, + "TN": 666759, + "TP": 20772, + "n_pred": 26986, + "n_ref": 27955 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0403.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.911646418098031, + "FN": 12498, + "FP": 156, + "IoU": 0.8376380923053235, + "TN": 447759, + "TP": 65283, + "n_pred": 65439, + "n_ref": 77781 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850350/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.49501169926872546, + "FN": 1441.1973333333333, + "FP": 1235.8786666666667, + "IoU": 0.41870245910672244, + "TN": 576149.3755555556, + "TP": 5280.215111111112, + "n_pred": 6516.093777777777, + "n_ref": 6721.412444444444 + }, + "mean": { + "1": { + "Dice": 0.44737439154245473, + "FN": 2181.9666666666667, + "FP": 492.03999999999996, + "IoU": 0.4010296790354295, + "TN": 577062.2933333333, + "TP": 4370.366666666667, + "n_pred": 4862.406666666668, + "n_ref": 6552.333333333333 + }, + "10": { + "Dice": 0.553785733139472, + "FN": 1592.9, + "FP": 1506.3733333333334, + "IoU": 0.4444354141453907, + "TN": 576826.5533333333, + "TP": 4180.839999999999, + "n_pred": 5687.213333333334, + "n_ref": 5773.74 + }, + "11": { + "Dice": 0.3257333295068904, + "FN": 116.45333333333333, + "FP": 99.33333333333334, + "IoU": 0.24112696606349893, + "TN": 583716.7066666667, + "TP": 174.17333333333335, + "n_pred": 273.5066666666666, + "n_ref": 290.62666666666667 + }, + "12": { + "Dice": 0.32231299857741885, + "FN": 231.5266666666667, + "FP": 129.38, + "IoU": 0.2386776969935057, + "TN": 583484.5666666667, + "TP": 261.1933333333333, + "n_pred": 390.5733333333334, + "n_ref": 492.7200000000001 + }, + "13": { + "Dice": 0.36197881571061297, + "FN": 1950.64, + "FP": 1349.6266666666666, + "IoU": 0.27204309252402076, + "TN": 578374.1533333333, + "TP": 2432.246666666667, + "n_pred": 3781.873333333334, + "n_ref": 4382.886666666667 + }, + "14": { + "Dice": 0.3593979084921329, + "FN": 1222.6599999999999, + "FP": 735.9933333333332, + "IoU": 0.3038530996537096, + "TN": 579307.9400000001, + "TP": 2840.0733333333333, + "n_pred": 3576.0666666666666, + "n_ref": 4062.7333333333327 + }, + "15": { + "Dice": 0.5134646838023507, + "FN": 947.9799999999999, + "FP": 517.6, + "IoU": 0.4054448764332939, + "TN": 580301.6933333334, + "TP": 2339.3933333333334, + "n_pred": 2856.993333333333, + "n_ref": 3287.373333333334 + }, + "2": { + "Dice": 0.5142605576515814, + "FN": 1480.0866666666666, + "FP": 657.54, + "IoU": 0.4629453257859737, + "TN": 577169.14, + "TP": 4799.9, + "n_pred": 5457.44, + "n_ref": 6279.986666666667 + }, + "3": { + "Dice": 0.4691054437272918, + "FN": 1844.5866666666668, + "FP": 1483.9933333333333, + "IoU": 0.4200315334393284, + "TN": 574225.9466666667, + "TP": 6552.14, + "n_pred": 8036.133333333333, + "n_ref": 8396.726666666667 + }, + "4": { + "Dice": 0.3699999479764345, + "FN": 863.0799999999999, + "FP": 388.14, + "IoU": 0.30610092370850656, + "TN": 581371.5866666667, + "TP": 1483.8600000000001, + "n_pred": 1872.0, + "n_ref": 2346.94 + }, + "5": { + "Dice": 0.5276434893818719, + "FN": 439.52666666666664, + "FP": 234.18, + "IoU": 0.42691440081847887, + "TN": 582380.34, + "TP": 1052.6200000000001, + "n_pred": 1286.7999999999997, + "n_ref": 1492.1466666666668 + }, + "6": { + "Dice": 0.7188837726467767, + "FN": 3274.0133333333333, + "FP": 5900.58, + "IoU": 0.6461297915350239, + "TN": 545196.6, + "TP": 29735.473333333335, + "n_pred": 35636.05333333333, + "n_ref": 33009.486666666664 + }, + "7": { + "Dice": 0.479922603207934, + "FN": 3780.273333333333, + "FP": 3715.1666666666665, + "IoU": 0.4026908382908435, + "TN": 568700.5733333332, + "TP": 7910.653333333333, + "n_pred": 11625.82, + "n_ref": 11690.926666666666 + }, + "8": { + "Dice": 0.8107263321672369, + "FN": 904.3066666666666, + "FP": 669.2, + "IoU": 0.7498196994213872, + "TN": 575195.8733333333, + "TP": 7337.286666666667, + "n_pred": 8006.486666666667, + "n_ref": 8241.593333333334 + }, + "9": { + "Dice": 0.6505854815004228, + "FN": 787.96, + "FP": 659.0333333333334, + "IoU": 0.5592935487524465, + "TN": 578926.6666666667, + "TP": 3733.0066666666667, + "n_pred": 4392.039999999999, + "n_ref": 4520.966666666667 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/loop_001/summary.json b/nnActive_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/loop_001/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2e7c80fda34be8863ba2d1950d240775dbbd8dc1 --- /dev/null +++ b/nnActive_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/loop_001/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.759741538306158, + "FN": 20616.603999999996, + "FP": 16207.528, + "IoU": 0.6576102867672532, + "TN": 96254162.78133334, + "TP": 165973.92666666667, + "n_pred": 182181.45466666672, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.916917657702223, + "FN": 8842.58, + "FP": 15423.14, + "IoU": 0.8657474596247675, + "TN": 96247249.56, + "TP": 185445.56, + "n_pred": 200868.7, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.7438440666802464, + "FN": 16455.78, + "FP": 17834.44, + "IoU": 0.6164027895739652, + "TN": 96364903.84, + "TP": 57766.78, + "n_pred": 75601.22, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.5105318170240634, + "FN": 2190.2, + "FP": 387.06, + "IoU": 0.36401662143977787, + "TN": 96452873.4, + "TP": 1510.18, + "n_pred": 1897.24, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.5059523400226543, + "FN": 2453.08, + "FP": 637.08, + "IoU": 0.362185090029518, + "TN": 96452087.1, + "TP": 1783.58, + "n_pred": 2420.66, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.621537678176433, + "FN": 23108.86, + "FP": 15848.32, + "IoU": 0.47270863783090106, + "TN": 96383254.38, + "TP": 34749.28, + "n_pred": 50597.6, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.715284012139438, + "FN": 43036.1, + "FP": 20352.66, + "IoU": 0.6117509927739356, + "TN": 96298250.04, + "TP": 95322.04, + "n_pred": 115674.7, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.6625587990274566, + "FN": 16732.88, + "FP": 16184.44, + "IoU": 0.535734077622258, + "TN": 96386729.36, + "TP": 37314.16, + "n_pred": 53498.6, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.8943161362725904, + "FN": 22924.1, + "FP": 6789.8, + "IoU": 0.8212877989041047, + "TN": 96293329.34, + "TP": 133917.6, + "n_pred": 140707.4, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.9137043754069754, + "FN": 8968.46, + "FP": 21417.02, + "IoU": 0.8471042818858375, + "TN": 96272141.24, + "TP": 154434.12, + "n_pred": 175851.14, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.6843560264475381, + "FN": 6808.6, + "FP": 4786.38, + "IoU": 0.5875723010123336, + "TN": 96425596.96, + "TP": 19768.9, + "n_pred": 24555.28, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.6787988881534943, + "FN": 7760.88, + "FP": 2989.62, + "IoU": 0.5338297606309411, + "TN": 96436819.06, + "TP": 9391.28, + "n_pred": 12380.9, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.954672903887672, + "FN": 70437.74, + "FP": 54559.96, + "IoU": 0.9160389873382556, + "TN": 95043177.26, + "TP": 1288785.88, + "n_pred": 1343345.84, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.8205377904048429, + "FN": 55774.06, + "FP": 46614.24, + "IoU": 0.7268283430192632, + "TN": 96071421.94, + "TP": 283150.6, + "n_pred": 329764.84, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.9215439321211799, + "FN": 12165.0, + "FP": 9276.94, + "IoU": 0.8557669208251975, + "TN": 96315314.72, + "TP": 120204.18, + "n_pred": 129481.12, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.8515666511255623, + "FN": 11590.74, + "FP": 10011.82, + "IoU": 0.7471802389977388, + "TN": 96369293.52, + "TP": 66064.76, + "n_pred": 76076.58, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9351106010016694, + "FN": 3069, + "FP": 9369, + "IoU": 0.8781293173556473, + "TN": 119491261, + "TP": 89621, + "n_pred": 98990, + "n_ref": 92690 + }, + "10": { + "Dice": 0.763977455991885, + "FN": 8304, + "FP": 33113, + "IoU": 0.6180934641487165, + "TN": 119484872, + "TP": 67031, + "n_pred": 100144, + "n_ref": 75335 + }, + "11": { + "Dice": 0.6506300114547537, + "FN": 1558, + "FP": 577, + "IoU": 0.48217317487266553, + "TN": 119589197, + "TP": 1988, + "n_pred": 2565, + "n_ref": 3546 + }, + "12": { + "Dice": 0.6951945080091533, + "FN": 1427, + "FP": 1237, + "IoU": 0.5327955103472466, + "TN": 119587618, + "TP": 3038, + "n_pred": 4275, + "n_ref": 4465 + }, + "13": { + "Dice": 0.4462145748987854, + "FN": 30714, + "FP": 24000, + "IoU": 0.2871790195031072, + "TN": 119516563, + "TP": 22043, + "n_pred": 46043, + "n_ref": 52757 + }, + "14": { + "Dice": 0.4049034388456647, + "FN": 183968, + "FP": 2737, + "IoU": 0.25384258778204954, + "TN": 119343098, + "TP": 63517, + "n_pred": 66254, + "n_ref": 247485 + }, + "15": { + "Dice": 0.011630678825844721, + "FN": 31814, + "FP": 146473, + "IoU": 0.005849355399919704, + "TN": 119413984, + "TP": 1049, + "n_pred": 147522, + "n_ref": 32863 + }, + "2": { + "Dice": 0.9519867315971487, + "FN": 5911, + "FP": 7695, + "IoU": 0.9083727852491363, + "TN": 119444827, + "TP": 134887, + "n_pred": 142582, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9464865084478186, + "FN": 7305, + "FP": 11135, + "IoU": 0.8984094803127048, + "TN": 119411807, + "TP": 163073, + "n_pred": 174208, + "n_ref": 170378 + }, + "4": { + "Dice": 0.8164656840851571, + "FN": 22862, + "FP": 1794, + "IoU": 0.6898538328008251, + "TN": 119513822, + "TP": 54842, + "n_pred": 56636, + "n_ref": 77704 + }, + "5": { + "Dice": 0.07284661073747949, + "FN": 61112, + "FP": 19122, + "IoU": 0.03780011033027127, + "TN": 119509934, + "TP": 3152, + "n_pred": 22274, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9646590990528539, + "FN": 24318, + "FP": 60502, + "IoU": 0.931730889961334, + "TN": 118350884, + "TP": 1157616, + "n_pred": 1218118, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 120847, + "IoU": 0.0, + "TN": 119472473, + "TP": 0, + "n_pred": 120847, + "n_ref": 0 + }, + "8": { + "Dice": 0.8812260809707069, + "FN": 39432, + "FP": 27170, + "IoU": 0.7876712765482635, + "TN": 119279646, + "TP": 247072, + "n_pred": 274242, + "n_ref": 286504 + }, + "9": { + "Dice": 0.8273381294964028, + "FN": 19149, + "FP": 4803, + "IoU": 0.7055214723926381, + "TN": 119511983, + "TP": 57385, + "n_pred": 62188, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9581523018641782, + "FN": 9492, + "FP": 6150, + "IoU": 0.9196663807758085, + "TN": 72630947, + "TP": 179071, + "n_pred": 185221, + "n_ref": 188563 + }, + "10": { + "Dice": 0.7055012524248074, + "FN": 12261, + "FP": 34650, + "IoU": 0.5449995635347863, + "TN": 72722559, + "TP": 56190, + "n_pred": 90840, + "n_ref": 68451 + }, + "11": { + "Dice": 0.5801335559265443, + "FN": 857, + "FP": 1155, + "IoU": 0.40858318636096413, + "TN": 72822258, + "TP": 1390, + "n_pred": 2545, + "n_ref": 2247 + }, + "12": { + "Dice": 0.6276230446394506, + "FN": 1229, + "FP": 723, + "IoU": 0.45732554906866835, + "TN": 72822063, + "TP": 1645, + "n_pred": 2368, + "n_ref": 2874 + }, + "13": { + "Dice": 0.6758498435870699, + "FN": 17776, + "FP": 13310, + "IoU": 0.510402721559857, + "TN": 72762167, + "TP": 32407, + "n_pred": 45717, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8629919647883719, + "FN": 9440, + "FP": 11976, + "IoU": 0.7590025207057977, + "TN": 72736796, + "TP": 67448, + "n_pred": 79424, + "n_ref": 76888 + }, + "15": { + "Dice": 0.7630523003966987, + "FN": 9012, + "FP": 11774, + "IoU": 0.6168832365680582, + "TN": 72771405, + "TP": 33469, + "n_pred": 45243, + "n_ref": 42481 + }, + "2": { + "Dice": 0.9536064636494944, + "FN": 9082, + "FP": 3252, + "IoU": 0.9113267910420936, + "TN": 72686565, + "TP": 126761, + "n_pred": 130013, + "n_ref": 135843 + }, + "3": { + "Dice": 0.9550088643958943, + "FN": 2982, + "FP": 8717, + "IoU": 0.9138918330094801, + "TN": 72689796, + "TP": 124165, + "n_pred": 132882, + "n_ref": 127147 + }, + "4": { + "Dice": 0.838016408915995, + "FN": 3926, + "FP": 4998, + "IoU": 0.7211947013246688, + "TN": 72793652, + "TP": 23084, + "n_pred": 28082, + "n_ref": 27010 + }, + "5": { + "Dice": 0.7162753145394604, + "FN": 3316, + "FP": 901, + "IoU": 0.5579664570230608, + "TN": 72816120, + "TP": 5323, + "n_pred": 6224, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9577970375742237, + "FN": 48185, + "FP": 54005, + "IoU": 0.9190120083183282, + "TN": 71563868, + "TP": 1159602, + "n_pred": 1213607, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.8920675599917384, + "FN": 27246, + "FP": 23966, + "IoU": 0.8051642210107021, + "TN": 72562813, + "TP": 211635, + "n_pred": 235601, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9239225462446008, + "FN": 4825, + "FP": 3964, + "IoU": 0.8586022716303613, + "TN": 72763502, + "TP": 53369, + "n_pred": 57333, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8542895512955551, + "FN": 13100, + "FP": 9034, + "IoU": 0.745641756398028, + "TN": 72738641, + "TP": 64885, + "n_pred": 73919, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.964748715047463, + "FN": 9366, + "FP": 8953, + "IoU": 0.9318981092515075, + "TN": 71540494, + "TP": 250675, + "n_pred": 259628, + "n_ref": 260041 + }, + "10": { + "Dice": 0.8326631210273706, + "FN": 16690, + "FP": 14270, + "IoU": 0.7133014779419935, + "TN": 71701500, + "TP": 77028, + "n_pred": 91298, + "n_ref": 93718 + }, + "11": { + "Dice": 0.5267941677712554, + "FN": 1978, + "FP": 521, + "IoU": 0.3575835475578406, + "TN": 71805598, + "TP": 1391, + "n_pred": 1912, + "n_ref": 3369 + }, + "12": { + "Dice": 0.5431135388216933, + "FN": 3725, + "FP": 959, + "IoU": 0.3727905731119443, + "TN": 71802020, + "TP": 2784, + "n_pred": 3743, + "n_ref": 6509 + }, + "13": { + "Dice": 0.7315879998962826, + "FN": 21579, + "FP": 9476, + "IoU": 0.5767747386783324, + "TN": 71736111, + "TP": 42322, + "n_pred": 51798, + "n_ref": 63901 + }, + "14": { + "Dice": 0.7298384503465072, + "FN": 221448, + "FP": 1187, + "IoU": 0.5746028531139297, + "TN": 71286130, + "TP": 300723, + "n_pred": 301910, + "n_ref": 522171 + }, + "15": { + "Dice": 0.4634255867268559, + "FN": 121839, + "FP": 14379, + "IoU": 0.3015965791983265, + "TN": 71614446, + "TP": 58824, + "n_pred": 73203, + "n_ref": 180663 + }, + "2": { + "Dice": 0.9047388126225708, + "FN": 20007, + "FP": 6709, + "IoU": 0.8260484558837892, + "TN": 71655905, + "TP": 126867, + "n_pred": 133576, + "n_ref": 146874 + }, + "3": { + "Dice": 0.9204700837941358, + "FN": 8962, + "FP": 21457, + "IoU": 0.8526582450157906, + "TN": 71603036, + "TP": 176033, + "n_pred": 197490, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7218941829874306, + "FN": 1627, + "FP": 7887, + "IoU": 0.5648156618790595, + "TN": 71787626, + "TP": 12348, + "n_pred": 20235, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8099905153335442, + "FN": 1376, + "FP": 2831, + "IoU": 0.6806588735387885, + "TN": 71796314, + "TP": 8967, + "n_pred": 11798, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9703786828190106, + "FN": 38011, + "FP": 35872, + "IoU": 0.9424617251280502, + "TN": 70525421, + "TP": 1210184, + "n_pred": 1246056, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.934471709424679, + "FN": 9124, + "FP": 22574, + "IoU": 0.8770031895822501, + "TN": 71551774, + "TP": 226016, + "n_pred": 248590, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9282412364121878, + "FN": 7541, + "FP": 3853, + "IoU": 0.8660915757803685, + "TN": 71724400, + "TP": 73694, + "n_pred": 77547, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8725325931818053, + "FN": 10823, + "FP": 11772, + "IoU": 0.7738871987831238, + "TN": 71709560, + "TP": 77333, + "n_pred": 89105, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9678489321410519, + "FN": 6437, + "FP": 7366, + "IoU": 0.9377008485286152, + "TN": 135223950, + "TP": 207757, + "n_pred": 215123, + "n_ref": 214194 + }, + "10": { + "Dice": 0.8070760385494474, + "FN": 16632, + "FP": 16118, + "IoU": 0.6765527934974767, + "TN": 135344257, + "TP": 68503, + "n_pred": 84621, + "n_ref": 85135 + }, + "11": { + "Dice": 0.2275365683770606, + "FN": 3057, + "FP": 270, + "IoU": 0.12837306785433586, + "TN": 135441693, + "TP": 490, + "n_pred": 760, + "n_ref": 3547 + }, + "12": { + "Dice": 0.3513061382061511, + "FN": 4143, + "FP": 898, + "IoU": 0.2130814861067749, + "TN": 135439104, + "TP": 1365, + "n_pred": 2263, + "n_ref": 5508 + }, + "13": { + "Dice": 0.7224037704511383, + "FN": 7082, + "FP": 18657, + "IoU": 0.5654398109066352, + "TN": 135386280, + "TP": 33491, + "n_pred": 52148, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8835503169925886, + "FN": 19329, + "FP": 13274, + "IoU": 0.7913928683400623, + "TN": 135289221, + "TP": 123686, + "n_pred": 136960, + "n_ref": 143015 + }, + "15": { + "Dice": 0.64884988098327, + "FN": 22541, + "FP": 8586, + "IoU": 0.4802204224764131, + "TN": 135385625, + "TP": 28758, + "n_pred": 37344, + "n_ref": 51299 + }, + "2": { + "Dice": 0.878680950045097, + "FN": 42949, + "FP": 3053, + "IoU": 0.7836136825468503, + "TN": 135232918, + "TP": 166590, + "n_pred": 169643, + "n_ref": 209539 + }, + "3": { + "Dice": 0.8819504252629775, + "FN": 21031, + "FP": 34071, + "IoU": 0.7888294447680657, + "TN": 135184574, + "TP": 205834, + "n_pred": 239905, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8660201290457681, + "FN": 3756, + "FP": 6481, + "IoU": 0.7636997368542542, + "TN": 135402188, + "TP": 33085, + "n_pred": 39566, + "n_ref": 36841 + }, + "5": { + "Dice": 0.5777176031345519, + "FN": 13963, + "FP": 6622, + "IoU": 0.406190503663532, + "TN": 135410844, + "TP": 14081, + "n_pred": 20703, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9617000723031517, + "FN": 39663, + "FP": 89587, + "IoU": 0.9262256951480196, + "TN": 133693545, + "TP": 1622715, + "n_pred": 1712302, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.7538962478643997, + "FN": 25552, + "FP": 87670, + "IoU": 0.6050027909572984, + "TN": 135158870, + "TP": 173418, + "n_pred": 261088, + "n_ref": 198970 + }, + "8": { + "Dice": 0.9004333219728322, + "FN": 39960, + "FP": 15255, + "IoU": 0.8188983351044987, + "TN": 135140626, + "TP": 249669, + "n_pred": 264924, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8318304903404422, + "FN": 22619, + "FP": 7874, + "IoU": 0.7120802961060543, + "TN": 135339602, + "TP": 75415, + "n_pred": 83289, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9147383829839828, + "FN": 19380, + "FP": 24770, + "IoU": 0.8428736155795348, + "TN": 105473021, + "TP": 236834, + "n_pred": 261604, + "n_ref": 256214 + }, + "10": { + "Dice": 0.4138826830155349, + "FN": 32604, + "FP": 46363, + "IoU": 0.2609407756813417, + "TN": 105647157, + "TP": 27881, + "n_pred": 74244, + "n_ref": 60485 + }, + "11": { + "Dice": 0.633563796354494, + "FN": 957, + "FP": 792, + "IoU": 0.46366145354185834, + "TN": 105750744, + "TP": 1512, + "n_pred": 2304, + "n_ref": 2469 + }, + "12": { + "Dice": 0.5917176604525402, + "FN": 2325, + "FP": 544, + "IoU": 0.42016976556184316, + "TN": 105749057, + "TP": 2079, + "n_pred": 2623, + "n_ref": 4404 + }, + "13": { + "Dice": 0.4491078653980625, + "FN": 52321, + "FP": 17796, + "IoU": 0.28958033597438654, + "TN": 105655307, + "TP": 28581, + "n_pred": 46377, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9291189324989254, + "FN": 22897, + "FP": 3652, + "IoU": 0.8676210278579727, + "TN": 105553452, + "TP": 174004, + "n_pred": 177656, + "n_ref": 196901 + }, + "15": { + "Dice": 0.8015722216012816, + "FN": 6417, + "FP": 4235, + "IoU": 0.6688531725059844, + "TN": 105721838, + "TP": 21515, + "n_pred": 25750, + "n_ref": 27932 + }, + "2": { + "Dice": 0.9341743119266055, + "FN": 10335, + "FP": 9755, + "IoU": 0.8764794491069507, + "TN": 105591360, + "TP": 142555, + "n_pred": 152310, + "n_ref": 152890 + }, + "3": { + "Dice": 0.9493712696297155, + "FN": 7627, + "FP": 9847, + "IoU": 0.9036220333467544, + "TN": 105572698, + "TP": 163833, + "n_pred": 173680, + "n_ref": 171460 + }, + "4": { + "Dice": 0.5875679508390451, + "FN": 18480, + "FP": 12930, + "IoU": 0.41599732262382866, + "TN": 105700221, + "TP": 22374, + "n_pred": 35304, + "n_ref": 40854 + }, + "5": { + "Dice": 0.751596815119433, + "FN": 3775, + "FP": 1903, + "IoU": 0.6020465377067564, + "TN": 105739737, + "TP": 8590, + "n_pred": 10493, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9604117890502974, + "FN": 67633, + "FP": 53469, + "IoU": 0.9238386689407775, + "TN": 104163933, + "TP": 1468970, + "n_pred": 1522439, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.8492318462375541, + "FN": 23337, + "FP": 63671, + "IoU": 0.737969541007008, + "TN": 105421952, + "TP": 245045, + "n_pred": 308716, + "n_ref": 268382 + }, + "8": { + "Dice": 0.8932085820293596, + "FN": 5613, + "FP": 14247, + "IoU": 0.8070252149832386, + "TN": 105651090, + "TP": 83055, + "n_pred": 97302, + "n_ref": 88668 + }, + "9": { + "Dice": 0.8291286648799358, + "FN": 13398, + "FP": 11913, + "IoU": 0.7081296125461255, + "TN": 105667285, + "TP": 61409, + "n_pred": 73322, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9646864315322408, + "FN": 8773, + "FP": 9126, + "IoU": 0.9317818880321977, + "TN": 96875501, + "TP": 244480, + "n_pred": 253606, + "n_ref": 253253 + }, + "10": { + "Dice": 0.823509956479476, + "FN": 10488, + "FP": 33269, + "IoU": 0.6999718875777377, + "TN": 96992037, + "TP": 102086, + "n_pred": 135355, + "n_ref": 112574 + }, + "11": { + "Dice": 0.49727256730600033, + "FN": 2148, + "FP": 709, + "IoU": 0.33091334894613583, + "TN": 97133610, + "TP": 1413, + "n_pred": 2122, + "n_ref": 3561 + }, + "12": { + "Dice": 0.7339055793991416, + "FN": 1269, + "FP": 1087, + "IoU": 0.5796610169491525, + "TN": 97132275, + "TP": 3249, + "n_pred": 4336, + "n_ref": 4518 + }, + "13": { + "Dice": 0.748588074430771, + "FN": 12121, + "FP": 13253, + "IoU": 0.5981947743467934, + "TN": 97074730, + "TP": 37776, + "n_pred": 51029, + "n_ref": 49897 + }, + "14": { + "Dice": 0.9183464297915955, + "FN": 34641, + "FP": 6228, + "IoU": 0.8490208464939988, + "TN": 96867187, + "TP": 229824, + "n_pred": 236052, + "n_ref": 264465 + }, + "15": { + "Dice": 0.6340112969123262, + "FN": 8173, + "FP": 8220, + "IoU": 0.4641409518828452, + "TN": 97107288, + "TP": 14199, + "n_pred": 22419, + "n_ref": 22372 + }, + "2": { + "Dice": 0.9387087026591459, + "FN": 7530, + "FP": 9508, + "IoU": 0.8844967493949604, + "TN": 96990369, + "TP": 130473, + "n_pred": 139981, + "n_ref": 138003 + }, + "3": { + "Dice": 0.9396818333518745, + "FN": 10644, + "FP": 8333, + "IoU": 0.8862262884002015, + "TN": 96971084, + "TP": 147819, + "n_pred": 156152, + "n_ref": 158463 + }, + "4": { + "Dice": 0.8968964513754558, + "FN": 1299, + "FP": 4724, + "IoU": 0.813066418373681, + "TN": 97105660, + "TP": 26197, + "n_pred": 30921, + "n_ref": 27496 + }, + "5": { + "Dice": 0.8085728550032095, + "FN": 3296, + "FP": 2072, + "IoU": 0.678659084106555, + "TN": 97121175, + "TP": 11337, + "n_pred": 13409, + "n_ref": 14633 + }, + "6": { + "Dice": 0.9723828751460608, + "FN": 48201, + "FP": 34285, + "IoU": 0.9462501661640476, + "TN": 95603252, + "TP": 1452142, + "n_pred": 1486427, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.9384509759549553, + "FN": 9578, + "FP": 22516, + "IoU": 0.884039224471214, + "TN": 96861114, + "TP": 244672, + "n_pred": 267188, + "n_ref": 254250 + }, + "8": { + "Dice": 0.928743149873581, + "FN": 8491, + "FP": 9856, + "IoU": 0.8669658912929984, + "TN": 96999968, + "TP": 119565, + "n_pred": 129421, + "n_ref": 128056 + }, + "9": { + "Dice": 0.824022567293243, + "FN": 6068, + "FP": 20632, + "IoU": 0.7007129085773215, + "TN": 97048668, + "TP": 62512, + "n_pred": 83144, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9605308742469095, + "FN": 2997, + "FP": 11016, + "IoU": 0.9240590705866414, + "TN": 130582267, + "TP": 170512, + "n_pred": 181528, + "n_ref": 173509 + }, + "10": { + "Dice": 0.7905556444966232, + "FN": 10584, + "FP": 24739, + "IoU": 0.6536519360310628, + "TN": 130664805, + "TP": 66664, + "n_pred": 91403, + "n_ref": 77248 + }, + "11": { + "Dice": 0.6687333923826395, + "FN": 1784, + "FP": 460, + "IoU": 0.5023286759813705, + "TN": 130762283, + "TP": 2265, + "n_pred": 2725, + "n_ref": 4049 + }, + "12": { + "Dice": 0.636072211911591, + "FN": 1443, + "FP": 714, + "IoU": 0.46635329045027213, + "TN": 130762750, + "TP": 1885, + "n_pred": 2599, + "n_ref": 3328 + }, + "13": { + "Dice": 0.6785052878965923, + "FN": 25279, + "FP": 8920, + "IoU": 0.5134377623173559, + "TN": 130696505, + "TP": 36088, + "n_pred": 45008, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9350284060987926, + "FN": 8505, + "FP": 12469, + "IoU": 0.877984362637874, + "TN": 130594896, + "TP": 150922, + "n_pred": 163391, + "n_ref": 159427 + }, + "15": { + "Dice": 0.6148347466840618, + "FN": 6169, + "FP": 22173, + "IoU": 0.4438710436983694, + "TN": 130715829, + "TP": 22621, + "n_pred": 44794, + "n_ref": 28790 + }, + "2": { + "Dice": 0.8575697243088485, + "FN": 32590, + "FP": 11835, + "IoU": 0.7506538845795494, + "TN": 130588626, + "TP": 133741, + "n_pred": 145576, + "n_ref": 166331 + }, + "3": { + "Dice": 0.8846564242900299, + "FN": 8940, + "FP": 32029, + "IoU": 0.7931694264943457, + "TN": 130568712, + "TP": 157111, + "n_pred": 189140, + "n_ref": 166051 + }, + "4": { + "Dice": 0.6977182100132919, + "FN": 11039, + "FP": 5335, + "IoU": 0.5357659266819766, + "TN": 130731521, + "TP": 18897, + "n_pred": 24232, + "n_ref": 29936 + }, + "5": { + "Dice": 0.6607220455059012, + "FN": 12303, + "FP": 7216, + "IoU": 0.49334198572355614, + "TN": 130728267, + "TP": 19006, + "n_pred": 26222, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9628737714123177, + "FN": 30443, + "FP": 70321, + "IoU": 0.9284055738552878, + "TN": 129359364, + "TP": 1306664, + "n_pred": 1376985, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.9442989208146491, + "FN": 23229, + "FP": 26594, + "IoU": 0.894475661181793, + "TN": 130294645, + "TP": 422324, + "n_pred": 448918, + "n_ref": 445553 + }, + "8": { + "Dice": 0.9037091366303437, + "FN": 14593, + "FP": 31357, + "IoU": 0.8243333651916276, + "TN": 130505217, + "TP": 215625, + "n_pred": 246982, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8630351754661019, + "FN": 18082, + "FP": 8563, + "IoU": 0.7590693721064815, + "TN": 130656200, + "TP": 83947, + "n_pred": 92510, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8496736499419392, + "FN": 14624, + "FP": 51269, + "IoU": 0.7386370397401165, + "TN": 71983895, + "TP": 186220, + "n_pred": 237489, + "n_ref": 200844 + }, + "10": { + "Dice": 0.45611589878486875, + "FN": 39428, + "FP": 15984, + "IoU": 0.29543402799852503, + "TN": 72157361, + "TP": 23235, + "n_pred": 39219, + "n_ref": 62663 + }, + "11": { + "Dice": 0.06049693914296003, + "FN": 2603, + "FP": 6, + "IoU": 0.031191979205347196, + "TN": 72233315, + "TP": 84, + "n_pred": 90, + "n_ref": 2687 + }, + "12": { + "Dice": 0.007829703939319794, + "FN": 4055, + "FP": 0, + "IoU": 0.003930238270695161, + "TN": 72231937, + "TP": 16, + "n_pred": 16, + "n_ref": 4071 + }, + "13": { + "Dice": 0.4593622632462239, + "FN": 45530, + "FP": 13100, + "IoU": 0.2981637099284158, + "TN": 72152470, + "TP": 24908, + "n_pred": 38008, + "n_ref": 70438 + }, + "14": { + "Dice": 0.2226843160850381, + "FN": 39148, + "FP": 203083, + "IoU": 0.12529249480009244, + "TN": 71959080, + "TP": 34697, + "n_pred": 237780, + "n_ref": 73845 + }, + "15": { + "Dice": 0.4167074712185568, + "FN": 10019, + "FP": 41204, + "IoU": 0.2631904487917146, + "TN": 72166488, + "TP": 18297, + "n_pred": 59501, + "n_ref": 28316 + }, + "2": { + "Dice": 0.6970932077221585, + "FN": 55890, + "FP": 6165, + "IoU": 0.5350292222388731, + "TN": 72102548, + "TP": 71405, + "n_pred": 77570, + "n_ref": 127295 + }, + "3": { + "Dice": 0.8090505530697701, + "FN": 7590, + "FP": 68245, + "IoU": 0.6793324058843677, + "TN": 71999517, + "TP": 160656, + "n_pred": 228901, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 8777, + "IoU": 0.0, + "TN": 72227231, + "TP": 0, + "n_pred": 8777, + "n_ref": 0 + }, + "5": { + "Dice": 0.8409931325937665, + "FN": 267, + "FP": 2743, + "IoU": 0.7256153144940748, + "TN": 72225038, + "TP": 7960, + "n_pred": 10703, + "n_ref": 8227 + }, + "6": { + "Dice": 0.9006609775872256, + "FN": 168186, + "FP": 128203, + "IoU": 0.819275, + "TN": 70596008, + "TP": 1343611, + "n_pred": 1471814, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.5232510371550001, + "FN": 132918, + "FP": 243092, + "IoU": 0.35432632784582546, + "TN": 71653655, + "TP": 206343, + "n_pred": 449435, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9280142601445166, + "FN": 4584, + "FP": 5189, + "IoU": 0.8656964599824098, + "TN": 72163240, + "TP": 62995, + "n_pred": 68184, + "n_ref": 67579 + }, + "9": { + "Dice": 0.6081069686201289, + "FN": 24379, + "FP": 8154, + "IoU": 0.4368920275556479, + "TN": 72178234, + "TP": 25241, + "n_pred": 33395, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7988897732195569, + "FN": 9695, + "FP": 30229, + "IoU": 0.6651261103329111, + "TN": 52433899, + "TP": 79297, + "n_pred": 109526, + "n_ref": 88992 + }, + "10": { + "Dice": 0.012709206079371826, + "FN": 46870, + "FP": 1915, + "IoU": 0.006395242265626591, + "TN": 52504021, + "TP": 314, + "n_pred": 2229, + "n_ref": 47184 + }, + "11": { + "Dice": 0.005853658536585366, + "FN": 2036, + "FP": 2, + "IoU": 0.0029354207436399216, + "TN": 52551076, + "TP": 6, + "n_pred": 8, + "n_ref": 2042 + }, + "12": { + "Dice": 0.02825804052797918, + "FN": 3990, + "FP": 1237, + "IoU": 0.01433151046577409, + "TN": 52547817, + "TP": 76, + "n_pred": 1313, + "n_ref": 4066 + }, + "13": { + "Dice": 0.4106998946128572, + "FN": 14990, + "FP": 4022, + "IoU": 0.2584155712446854, + "TN": 52527483, + "TP": 6625, + "n_pred": 10647, + "n_ref": 21615 + }, + "14": { + "Dice": 0.24871798750510535, + "FN": 47616, + "FP": 2049, + "IoU": 0.14202052309712193, + "TN": 52495234, + "TP": 8221, + "n_pred": 10270, + "n_ref": 55837 + }, + "15": { + "Dice": 0.0, + "FN": 25269, + "FP": 29899, + "IoU": 0.0, + "TN": 52497952, + "TP": 0, + "n_pred": 29899, + "n_ref": 25269 + }, + "2": { + "Dice": 0.5733672517938947, + "FN": 78503, + "FP": 5687, + "IoU": 0.40190248858009564, + "TN": 52412357, + "TP": 56573, + "n_pred": 62260, + "n_ref": 135076 + }, + "3": { + "Dice": 0.7920763708283369, + "FN": 15939, + "FP": 50818, + "IoU": 0.655733816029003, + "TN": 52359209, + "TP": 127154, + "n_pred": 177972, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 2027, + "IoU": 0.0, + "TN": 52549213, + "TP": 0, + "n_pred": 2027, + "n_ref": 1880 + }, + "5": { + "Dice": 0.7340760983813328, + "FN": 1044, + "FP": 2751, + "IoU": 0.5798737960810362, + "TN": 52544087, + "TP": 5238, + "n_pred": 7989, + "n_ref": 6282 + }, + "6": { + "Dice": 0.9231992847043168, + "FN": 62448, + "FP": 55744, + "IoU": 0.8573538924988655, + "TN": 51724552, + "TP": 710376, + "n_pred": 766120, + "n_ref": 772824 + }, + "7": { + "Dice": 0.5159061988729322, + "FN": 117857, + "FP": 23282, + "IoU": 0.3476237138657521, + "TN": 52336774, + "TP": 75207, + "n_pred": 98489, + "n_ref": 193064 + }, + "8": { + "Dice": 0.8221041770168533, + "FN": 16508, + "FP": 2112, + "IoU": 0.6979430277074816, + "TN": 52491476, + "TP": 43024, + "n_pred": 45136, + "n_ref": 59532 + }, + "9": { + "Dice": 0.7925645493011253, + "FN": 17588, + "FP": 14082, + "IoU": 0.6564032461051078, + "TN": 52460948, + "TP": 60502, + "n_pred": 74584, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9698547793990346, + "FN": 12626, + "FP": 4786, + "IoU": 0.9414738427201957, + "TN": 143839742, + "TP": 280096, + "n_pred": 284882, + "n_ref": 292722 + }, + "10": { + "Dice": 0.8368799373710056, + "FN": 15966, + "FP": 16122, + "IoU": 0.719512941320443, + "TN": 144022849, + "TP": 82313, + "n_pred": 98435, + "n_ref": 98279 + }, + "11": { + "Dice": 0.366123468538123, + "FN": 5080, + "FP": 249, + "IoU": 0.22408270238788586, + "TN": 144130382, + "TP": 1539, + "n_pred": 1788, + "n_ref": 6619 + }, + "12": { + "Dice": 0.4238319366318448, + "FN": 3800, + "FP": 1219, + "IoU": 0.26890021849963586, + "TN": 144130385, + "TP": 1846, + "n_pred": 3065, + "n_ref": 5646 + }, + "13": { + "Dice": 0.7756117923297678, + "FN": 29978, + "FP": 13026, + "IoU": 0.6334688520118984, + "TN": 144019923, + "TP": 74323, + "n_pred": 87349, + "n_ref": 104301 + }, + "14": { + "Dice": 0.9128032003428193, + "FN": 60754, + "FP": 5988, + "IoU": 0.8395933474331859, + "TN": 143721170, + "TP": 349338, + "n_pred": 355326, + "n_ref": 410092 + }, + "15": { + "Dice": 0.7200911372576941, + "FN": 2439, + "FP": 13286, + "IoU": 0.5626112594570538, + "TN": 144101298, + "TP": 20227, + "n_pred": 33513, + "n_ref": 22666 + }, + "2": { + "Dice": 0.9557041980970185, + "FN": 7160, + "FP": 4972, + "IoU": 0.9151661783524114, + "TN": 143994241, + "TP": 130877, + "n_pred": 135849, + "n_ref": 138037 + }, + "3": { + "Dice": 0.9590021617146537, + "FN": 7392, + "FP": 6870, + "IoU": 0.9212335765213981, + "TN": 143956183, + "TP": 166805, + "n_pred": 173675, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9189837657940055, + "FN": 3676, + "FP": 4698, + "IoU": 0.8501109758716976, + "TN": 144081382, + "TP": 47494, + "n_pred": 52192, + "n_ref": 51170 + }, + "5": { + "Dice": 0.7205814133292099, + "FN": 11162, + "FP": 5101, + "IoU": 0.5632100555958424, + "TN": 144100017, + "TP": 20970, + "n_pred": 26071, + "n_ref": 32132 + }, + "6": { + "Dice": 0.973160333069413, + "FN": 36068, + "FP": 36882, + "IoU": 0.9477237434529273, + "TN": 142741779, + "TP": 1322521, + "n_pred": 1359403, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.9314533788924926, + "FN": 18306, + "FP": 15657, + "IoU": 0.8717012065669882, + "TN": 143872532, + "TP": 230755, + "n_pred": 246412, + "n_ref": 249061 + }, + "8": { + "Dice": 0.8771178921216526, + "FN": 21526, + "FP": 36640, + "IoU": 0.7811308827236912, + "TN": 143871493, + "TP": 207591, + "n_pred": 244231, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8806122234594618, + "FN": 10631, + "FP": 12099, + "IoU": 0.7866909411687422, + "TN": 144030691, + "TP": 83829, + "n_pred": 95928, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9344218536514745, + "FN": 7473, + "FP": 21517, + "IoU": 0.8769153692326634, + "TN": 111543391, + "TP": 206539, + "n_pred": 228056, + "n_ref": 214012 + }, + "10": { + "Dice": 0.6387676508344031, + "FN": 18634, + "FP": 12320, + "IoU": 0.4692568841946435, + "TN": 111720598, + "TP": 27368, + "n_pred": 39688, + "n_ref": 46002 + }, + "11": { + "Dice": 0.4574404165832165, + "FN": 2653, + "FP": 56, + "IoU": 0.2965463515969878, + "TN": 111775069, + "TP": 1142, + "n_pred": 1198, + "n_ref": 3795 + }, + "12": { + "Dice": 0.37396213882431084, + "FN": 3534, + "FP": 236, + "IoU": 0.22998366013071894, + "TN": 111774024, + "TP": 1126, + "n_pred": 1362, + "n_ref": 4660 + }, + "13": { + "Dice": 0.6702842919404522, + "FN": 17801, + "FP": 16772, + "IoU": 0.5040809008104425, + "TN": 111709205, + "TP": 35142, + "n_pred": 51914, + "n_ref": 52943 + }, + "14": { + "Dice": 0.8202008814184688, + "FN": 11949, + "FP": 23137, + "IoU": 0.6952038431801795, + "TN": 111663807, + "TP": 80027, + "n_pred": 103164, + "n_ref": 91976 + }, + "15": { + "Dice": 0.3062614426949835, + "FN": 6550, + "FP": 12396, + "IoU": 0.18081978554133518, + "TN": 111755792, + "TP": 4182, + "n_pred": 16578, + "n_ref": 10732 + }, + "2": { + "Dice": 0.8499091499380692, + "FN": 50547, + "FP": 4467, + "IoU": 0.7389930542376741, + "TN": 111568144, + "TP": 155762, + "n_pred": 160229, + "n_ref": 206309 + }, + "3": { + "Dice": 0.7081782044379274, + "FN": 1620, + "FP": 49328, + "IoU": 0.5482011581402361, + "TN": 111666153, + "TP": 61819, + "n_pred": 111147, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8518487744079767, + "FN": 3301, + "FP": 2048, + "IoU": 0.7419308148791431, + "TN": 111758193, + "TP": 15378, + "n_pred": 17426, + "n_ref": 18679 + }, + "5": { + "Dice": 0.5731212235649547, + "FN": 14275, + "FP": 3811, + "IoU": 0.40166076686406194, + "TN": 111748693, + "TP": 12141, + "n_pred": 15952, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9650017687308599, + "FN": 41283, + "FP": 45286, + "IoU": 0.9323704520224648, + "TN": 110498873, + "TP": 1193478, + "n_pred": 1238764, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.9067318863257353, + "FN": 26885, + "FP": 16627, + "IoU": 0.8293774189374125, + "TN": 111523901, + "TP": 211507, + "n_pred": 228134, + "n_ref": 238392 + }, + "8": { + "Dice": 0.8902120586479085, + "FN": 39453, + "FP": 19200, + "IoU": 0.8021460906876801, + "TN": 111482474, + "TP": 237793, + "n_pred": 256993, + "n_ref": 277246 + }, + "9": { + "Dice": 0.8215793129240797, + "FN": 18829, + "FP": 7887, + "IoU": 0.6971867703398091, + "TN": 111690694, + "TP": 61510, + "n_pred": 69397, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.898212998023525, + "FN": 11572, + "FP": 23293, + "IoU": 0.8152328865853723, + "TN": 198899178, + "TP": 153832, + "n_pred": 177125, + "n_ref": 165404 + }, + "10": { + "Dice": 0.729145367749567, + "FN": 19978, + "FP": 12079, + "IoU": 0.5737441161609446, + "TN": 199012669, + "TP": 43149, + "n_pred": 55228, + "n_ref": 63127 + }, + "11": { + "Dice": 0.6690489279824079, + "FN": 2001, + "FP": 407, + "IoU": 0.5026848409748038, + "TN": 199083033, + "TP": 2434, + "n_pred": 2841, + "n_ref": 4435 + }, + "12": { + "Dice": 0.6905537459283387, + "FN": 1215, + "FP": 685, + "IoU": 0.527363184079602, + "TN": 199083855, + "TP": 2120, + "n_pred": 2805, + "n_ref": 3335 + }, + "13": { + "Dice": 0.31750753454146935, + "FN": 27482, + "FP": 7392, + "IoU": 0.18871260410366167, + "TN": 199044889, + "TP": 8112, + "n_pred": 15504, + "n_ref": 35594 + }, + "14": { + "Dice": 0.4194869038774639, + "FN": 33679, + "FP": 3046, + "IoU": 0.26541184942193063, + "TN": 199037881, + "TP": 13269, + "n_pred": 16315, + "n_ref": 46948 + }, + "15": { + "Dice": 0.7653116243713152, + "FN": 51984, + "FP": 1118, + "IoU": 0.6198419289252886, + "TN": 198948191, + "TP": 86582, + "n_pred": 87700, + "n_ref": 138566 + }, + "2": { + "Dice": 0.9260650074615364, + "FN": 6397, + "FP": 13272, + "IoU": 0.8623101155057753, + "TN": 198945025, + "TP": 123181, + "n_pred": 136453, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9484447987016951, + "FN": 6752, + "FP": 7607, + "IoU": 0.9019448503803658, + "TN": 198941437, + "TP": 132079, + "n_pred": 139686, + "n_ref": 138831 + }, + "4": { + "Dice": 0.8215796691273014, + "FN": 3041, + "FP": 3074, + "IoU": 0.6971872833514905, + "TN": 199067681, + "TP": 14079, + "n_pred": 17153, + "n_ref": 17120 + }, + "5": { + "Dice": 0.6752289874088466, + "FN": 6688, + "FP": 6183, + "IoU": 0.5096948687669041, + "TN": 199061624, + "TP": 13380, + "n_pred": 19563, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9597876435388054, + "FN": 49670, + "FP": 42951, + "IoU": 0.9226843322684666, + "TN": 197889916, + "TP": 1105338, + "n_pred": 1148289, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.8706708923593875, + "FN": 19364, + "FP": 21280, + "IoU": 0.7709629429266973, + "TN": 198910419, + "TP": 136812, + "n_pred": 158092, + "n_ref": 156176 + }, + "8": { + "Dice": 0.9054093913448077, + "FN": 9384, + "FP": 13385, + "IoU": 0.8271671474115683, + "TN": 198956135, + "TP": 108971, + "n_pred": 122356, + "n_ref": 118355 + }, + "9": { + "Dice": 0.9016667228176904, + "FN": 9728, + "FP": 10703, + "IoU": 0.8209409125168708, + "TN": 198973773, + "TP": 93671, + "n_pred": 104374, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9377308323298609, + "FN": 10327, + "FP": 12788, + "IoU": 0.882761978667397, + "TN": 130878029, + "TP": 174048, + "n_pred": 186836, + "n_ref": 184375 + }, + "10": { + "Dice": 0.793043072253998, + "FN": 11384, + "FP": 25849, + "IoU": 0.6570599613152804, + "TN": 130966622, + "TP": 71337, + "n_pred": 97186, + "n_ref": 82721 + }, + "11": { + "Dice": 0.3993958717905689, + "FN": 2881, + "FP": 698, + "IoU": 0.24952820297756342, + "TN": 131070423, + "TP": 1190, + "n_pred": 1888, + "n_ref": 4071 + }, + "12": { + "Dice": 0.6597875569044006, + "FN": 1374, + "FP": 1989, + "IoU": 0.49230072463768115, + "TN": 131068568, + "TP": 3261, + "n_pred": 5250, + "n_ref": 4635 + }, + "13": { + "Dice": 0.523495961270466, + "FN": 50527, + "FP": 21620, + "IoU": 0.3545509849881014, + "TN": 130963414, + "TP": 39631, + "n_pred": 61251, + "n_ref": 90158 + }, + "14": { + "Dice": 0.5533864719809569, + "FN": 13256, + "FP": 56727, + "IoU": 0.3825392623963296, + "TN": 130961852, + "TP": 43357, + "n_pred": 100084, + "n_ref": 56613 + }, + "15": { + "Dice": 0.6453099286889742, + "FN": 4051, + "FP": 21813, + "IoU": 0.47635244574020086, + "TN": 131025800, + "TP": 23528, + "n_pred": 45341, + "n_ref": 27579 + }, + "2": { + "Dice": 0.927379498086976, + "FN": 10704, + "FP": 12718, + "IoU": 0.864592366482824, + "TN": 130902218, + "TP": 149552, + "n_pred": 162270, + "n_ref": 160256 + }, + "3": { + "Dice": 0.7991560467735259, + "FN": 10534, + "FP": 79708, + "IoU": 0.6654953331998903, + "TN": 130805414, + "TP": 179536, + "n_pred": 259244, + "n_ref": 190070 + }, + "4": { + "Dice": 0.8798947117227216, + "FN": 12241, + "FP": 4368, + "IoU": 0.7855464311538064, + "TN": 130997744, + "TP": 60839, + "n_pred": 65207, + "n_ref": 73080 + }, + "5": { + "Dice": 0.7201756136499701, + "FN": 5677, + "FP": 1334, + "IoU": 0.5627144015468097, + "TN": 131059159, + "TP": 9022, + "n_pred": 10356, + "n_ref": 14699 + }, + "6": { + "Dice": 0.9694538022651793, + "FN": 44925, + "FP": 44751, + "IoU": 0.9407184310573122, + "TN": 129562479, + "TP": 1423037, + "n_pred": 1467788, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.788771130974383, + "FN": 67641, + "FP": 312376, + "IoU": 0.6512155969407469, + "TN": 129985645, + "TP": 709530, + "n_pred": 1021906, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9156350831471829, + "FN": 10136, + "FP": 11618, + "IoU": 0.8443975537355602, + "TN": 130935387, + "TP": 118051, + "n_pred": 129669, + "n_ref": 128187 + }, + "9": { + "Dice": 0.6939774491931673, + "FN": 24429, + "FP": 11831, + "IoU": 0.5313671259079277, + "TN": 130997818, + "TP": 41114, + "n_pred": 52945, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8898018995473669, + "FN": 3621, + "FP": 48869, + "IoU": 0.8014802936382168, + "TN": 101352793, + "TP": 211917, + "n_pred": 260786, + "n_ref": 215538 + }, + "10": { + "Dice": 0.7798980435381648, + "FN": 11860, + "FP": 7310, + "IoU": 0.6392072723166394, + "TN": 101564067, + "TP": 33963, + "n_pred": 41273, + "n_ref": 45823 + }, + "11": { + "Dice": 0.626644526759484, + "FN": 2506, + "FP": 417, + "IoU": 0.4562872023809524, + "TN": 101611824, + "TP": 2453, + "n_pred": 2870, + "n_ref": 4959 + }, + "12": { + "Dice": 0.5283411336453459, + "FN": 3458, + "FP": 170, + "IoU": 0.35901060070671376, + "TN": 101611540, + "TP": 2032, + "n_pred": 2202, + "n_ref": 5490 + }, + "13": { + "Dice": 0.7976649701520996, + "FN": 5700, + "FP": 21890, + "IoU": 0.663429868006929, + "TN": 101535226, + "TP": 54384, + "n_pred": 76274, + "n_ref": 60084 + }, + "14": { + "Dice": 0.9092414988892243, + "FN": 3038, + "FP": 8687, + "IoU": 0.8335864427948961, + "TN": 101546743, + "TP": 58732, + "n_pred": 67419, + "n_ref": 61770 + }, + "15": { + "Dice": 0.7966652577575024, + "FN": 5936, + "FP": 8015, + "IoU": 0.6620479155059228, + "TN": 101575919, + "TP": 27330, + "n_pred": 35345, + "n_ref": 33266 + }, + "2": { + "Dice": 0.8474807517178574, + "FN": 44384, + "FP": 1673, + "IoU": 0.73532893527032, + "TN": 101443184, + "TP": 127959, + "n_pred": 129632, + "n_ref": 172343 + }, + "3": { + "Dice": 0.8843482710724468, + "FN": 3616, + "FP": 40680, + "IoU": 0.7926741366882905, + "TN": 101403546, + "TP": 169358, + "n_pred": 210038, + "n_ref": 172974 + }, + "4": { + "Dice": 0.5090632571135516, + "FN": 1820, + "FP": 25941, + "IoU": 0.34143853489585807, + "TN": 101575046, + "TP": 14393, + "n_pred": 40334, + "n_ref": 16213 + }, + "5": { + "Dice": 0.7268571047186811, + "FN": 8590, + "FP": 7780, + "IoU": 0.5709155723310005, + "TN": 101579049, + "TP": 21781, + "n_pred": 29561, + "n_ref": 30371 + }, + "6": { + "Dice": 0.953231932880234, + "FN": 120437, + "FP": 18240, + "IoU": 0.9106429235113168, + "TN": 100065258, + "TP": 1413265, + "n_pred": 1431505, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.9324758465846736, + "FN": 29752, + "FP": 27901, + "IoU": 0.8734939098112272, + "TN": 101161467, + "TP": 398080, + "n_pred": 425981, + "n_ref": 427832 + }, + "8": { + "Dice": 0.9325359174404748, + "FN": 24562, + "FP": 5444, + "IoU": 0.8735993394779854, + "TN": 101379812, + "TP": 207382, + "n_pred": 212826, + "n_ref": 231944 + }, + "9": { + "Dice": 0.9068570678065263, + "FN": 5046, + "FP": 10556, + "IoU": 0.8295869104572166, + "TN": 101525646, + "TP": 75952, + "n_pred": 86508, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9650786843453296, + "FN": 9060, + "FP": 5597, + "IoU": 0.9325140662841988, + "TN": 118965026, + "TP": 202529, + "n_pred": 208126, + "n_ref": 211589 + }, + "10": { + "Dice": 0.8436149783965434, + "FN": 10458, + "FP": 15602, + "IoU": 0.7295277633627401, + "TN": 119085862, + "TP": 70290, + "n_pred": 85892, + "n_ref": 80748 + }, + "11": { + "Dice": 0.5106822880771882, + "FN": 2556, + "FP": 284, + "IoU": 0.34289680703378067, + "TN": 119177890, + "TP": 1482, + "n_pred": 1766, + "n_ref": 4038 + }, + "12": { + "Dice": 0.4595888482117713, + "FN": 2503, + "FP": 1335, + "IoU": 0.2983546617915905, + "TN": 119176742, + "TP": 1632, + "n_pred": 2967, + "n_ref": 4135 + }, + "13": { + "Dice": 0.619700944386149, + "FN": 9452, + "FP": 19542, + "IoU": 0.4489613622973564, + "TN": 119129595, + "TP": 23623, + "n_pred": 43165, + "n_ref": 33075 + }, + "14": { + "Dice": 0.06334504858383296, + "FN": 63569, + "FP": 4390, + "IoU": 0.032708484563815705, + "TN": 119111955, + "TP": 2298, + "n_pred": 6688, + "n_ref": 65867 + }, + "15": { + "Dice": 0.3642370345744681, + "FN": 11955, + "FP": 18643, + "IoU": 0.22267103625231816, + "TN": 119142849, + "TP": 8765, + "n_pred": 27408, + "n_ref": 20720 + }, + "2": { + "Dice": 0.9377577518416916, + "FN": 14190, + "FP": 9611, + "IoU": 0.8828096919206093, + "TN": 118979115, + "TP": 179296, + "n_pred": 188907, + "n_ref": 193486 + }, + "3": { + "Dice": 0.9512544524318373, + "FN": 13396, + "FP": 5421, + "IoU": 0.9070402774415698, + "TN": 118979791, + "TP": 183604, + "n_pred": 189025, + "n_ref": 197000 + }, + "4": { + "Dice": 0.8636751571684437, + "FN": 7412, + "FP": 3929, + "IoU": 0.7600600854737021, + "TN": 119134946, + "TP": 35925, + "n_pred": 39854, + "n_ref": 43337 + }, + "5": { + "Dice": 0.8414545893137136, + "FN": 3769, + "FP": 1489, + "IoU": 0.7263026391130082, + "TN": 119163001, + "TP": 13953, + "n_pred": 15442, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9652516085994606, + "FN": 58974, + "FP": 61979, + "IoU": 0.9328370226243942, + "TN": 117381324, + "TP": 1679935, + "n_pred": 1741914, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.9326990431240266, + "FN": 23336, + "FP": 16248, + "IoU": 0.8738856993570668, + "TN": 118868338, + "TP": 274290, + "n_pred": 290538, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9476153436269316, + "FN": 4804, + "FP": 3749, + "IoU": 0.9004457998207489, + "TN": 119096299, + "TP": 77360, + "n_pred": 81109, + "n_ref": 82164 + }, + "9": { + "Dice": 0.8612775439465215, + "FN": 15947, + "FP": 6465, + "IoU": 0.7563542278172766, + "TN": 119090226, + "TP": 69574, + "n_pred": 76039, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 57057, + "IoU": 0.0, + "TN": 61275423, + "TP": 0, + "n_pred": 57057, + "n_ref": 0 + }, + "10": { + "Dice": 0.7270308030071186, + "FN": 7108, + "FP": 13407, + "IoU": 0.571129925786558, + "TN": 61284645, + "TP": 27320, + "n_pred": 40727, + "n_ref": 34428 + }, + "11": { + "Dice": 0.7814895947426068, + "FN": 1010, + "FP": 586, + "IoU": 0.6413483146067416, + "TN": 61328030, + "TP": 2854, + "n_pred": 3440, + "n_ref": 3864 + }, + "12": { + "Dice": 0.4165812216200381, + "FN": 3428, + "FP": 555, + "IoU": 0.26308973172987976, + "TN": 61327075, + "TP": 1422, + "n_pred": 1977, + "n_ref": 4850 + }, + "13": { + "Dice": 0.5166451515636925, + "FN": 25281, + "FP": 26016, + "IoU": 0.34829505030999086, + "TN": 61253768, + "TP": 27415, + "n_pred": 53431, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9240894313823061, + "FN": 31947, + "FP": 7258, + "IoU": 0.8588905605505446, + "TN": 61054646, + "TP": 238629, + "n_pred": 245887, + "n_ref": 270576 + }, + "15": { + "Dice": 0.7923023254536365, + "FN": 26117, + "FP": 11690, + "IoU": 0.6560435961353008, + "TN": 61222562, + "TP": 72111, + "n_pred": 83801, + "n_ref": 98228 + }, + "2": { + "Dice": 0.9333171813556479, + "FN": 10705, + "FP": 10763, + "IoU": 0.8749716082816459, + "TN": 61160775, + "TP": 150237, + "n_pred": 161000, + "n_ref": 160942 + }, + "3": { + "Dice": 0.9355920047397799, + "FN": 8631, + "FP": 7893, + "IoU": 0.8789787458436479, + "TN": 61195942, + "TP": 120014, + "n_pred": 127907, + "n_ref": 128645 + }, + "4": { + "Dice": 0.9275956121440226, + "FN": 3249, + "FP": 2830, + "IoU": 0.8649681245696261, + "TN": 61287461, + "TP": 38940, + "n_pred": 41770, + "n_ref": 42189 + }, + "5": { + "Dice": 0.7817079889807163, + "FN": 1478, + "FP": 2484, + "IoU": 0.641642547033285, + "TN": 61321424, + "TP": 7094, + "n_pred": 9578, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9399630875261954, + "FN": 25549, + "FP": 125257, + "IoU": 0.8867267511775668, + "TN": 60001133, + "TP": 1180541, + "n_pred": 1305798, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.41167541990607787, + "FN": 146457, + "FP": 18661, + "IoU": 0.2591884713398658, + "TN": 61109592, + "TP": 57770, + "n_pred": 76431, + "n_ref": 204227 + }, + "8": { + "Dice": 0.9395213595944277, + "FN": 7250, + "FP": 2401, + "IoU": 0.8859408608504503, + "TN": 61247866, + "TP": 74963, + "n_pred": 77364, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8471287606747337, + "FN": 7228, + "FP": 13036, + "IoU": 0.7347991100641277, + "TN": 61256070, + "TP": 56146, + "n_pred": 69182, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9735440866703543, + "FN": 2914, + "FP": 6556, + "IoU": 0.9484519247517854, + "TN": 148923788, + "TP": 174242, + "n_pred": 180798, + "n_ref": 177156 + }, + "10": { + "Dice": 0.8462502455579415, + "FN": 10339, + "FP": 12358, + "IoU": 0.7334781587599812, + "TN": 149022340, + "TP": 62463, + "n_pred": 74821, + "n_ref": 72802 + }, + "11": { + "Dice": 0.6689757545769421, + "FN": 1252, + "FP": 86, + "IoU": 0.5026022304832714, + "TN": 149104810, + "TP": 1352, + "n_pred": 1438, + "n_ref": 2604 + }, + "12": { + "Dice": 0.24200728450020234, + "FN": 1798, + "FP": 75, + "IoU": 0.13766114180478822, + "TN": 149105328, + "TP": 299, + "n_pred": 374, + "n_ref": 2097 + }, + "13": { + "Dice": 0.7649939190178736, + "FN": 24297, + "FP": 12610, + "IoU": 0.619425224537777, + "TN": 149010523, + "TP": 60070, + "n_pred": 72680, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8861265637511998, + "FN": 9518, + "FP": 11955, + "IoU": 0.7955361308690643, + "TN": 149002479, + "TP": 83548, + "n_pred": 95503, + "n_ref": 93066 + }, + "15": { + "Dice": 0.8278186274509803, + "FN": 5619, + "FP": 7869, + "IoU": 0.7062205959226346, + "TN": 149061588, + "TP": 32424, + "n_pred": 40293, + "n_ref": 38043 + }, + "2": { + "Dice": 0.9633090515410582, + "FN": 6184, + "FP": 5305, + "IoU": 0.9292152622467023, + "TN": 148945191, + "TP": 150820, + "n_pred": 156125, + "n_ref": 157004 + }, + "3": { + "Dice": 0.878898011595782, + "FN": 3619, + "FP": 11942, + "IoU": 0.7839590159382462, + "TN": 149035472, + "TP": 56467, + "n_pred": 68409, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9063423375335989, + "FN": 2061, + "FP": 2852, + "IoU": 0.8287258148858289, + "TN": 149078815, + "TP": 23772, + "n_pred": 26624, + "n_ref": 25833 + }, + "5": { + "Dice": 0.37547682678909977, + "FN": 25497, + "FP": 1844, + "IoU": 0.2311304836895388, + "TN": 149071940, + "TP": 8219, + "n_pred": 10063, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9705158554715041, + "FN": 28238, + "FP": 37250, + "IoU": 0.9427205466248348, + "TN": 147964193, + "TP": 1077819, + "n_pred": 1115069, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.9211045996118201, + "FN": 30489, + "FP": 11420, + "IoU": 0.8537478232648061, + "TN": 148820947, + "TP": 244644, + "n_pred": 256064, + "n_ref": 275133 + }, + "8": { + "Dice": 0.9296528799496565, + "FN": 17075, + "FP": 15008, + "IoU": 0.8685526989654819, + "TN": 148863425, + "TP": 211992, + "n_pred": 227000, + "n_ref": 229067 + }, + "9": { + "Dice": 0.8897460855354075, + "FN": 13445, + "FP": 4905, + "IoU": 0.8013897307126158, + "TN": 149015108, + "TP": 74042, + "n_pred": 78947, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.909860861537447, + "FN": 73574, + "FP": 13910, + "IoU": 0.8346281950950258, + "TN": 100183786, + "TP": 441530, + "n_pred": 455440, + "n_ref": 515104 + }, + "10": { + "Dice": 0.44617000867857304, + "FN": 18935, + "FP": 29565, + "IoU": 0.2871421012405197, + "TN": 100644764, + "TP": 19536, + "n_pred": 49101, + "n_ref": 38471 + }, + "11": { + "Dice": 0.28783314020857476, + "FN": 2860, + "FP": 213, + "IoU": 0.16811044937736871, + "TN": 100709106, + "TP": 621, + "n_pred": 834, + "n_ref": 3481 + }, + "12": { + "Dice": 0.32986917716102215, + "FN": 4524, + "FP": 957, + "IoU": 0.19751098096632505, + "TN": 100705970, + "TP": 1349, + "n_pred": 2306, + "n_ref": 5873 + }, + "13": { + "Dice": 0.024436463390423938, + "FN": 38478, + "FP": 15577, + "IoU": 0.01236936344368925, + "TN": 100658068, + "TP": 677, + "n_pred": 16254, + "n_ref": 39155 + }, + "14": { + "Dice": 0.349943013758107, + "FN": 102312, + "FP": 89330, + "IoU": 0.21207935039572412, + "TN": 100469575, + "TP": 51583, + "n_pred": 140913, + "n_ref": 153895 + }, + "15": { + "Dice": 0.8359427227720458, + "FN": 5859, + "FP": 29234, + "IoU": 0.7181285140562249, + "TN": 100588300, + "TP": 89407, + "n_pred": 118641, + "n_ref": 95266 + }, + "2": { + "Dice": 0.7171404506211834, + "FN": 96928, + "FP": 10536, + "IoU": 0.559017119971111, + "TN": 100469108, + "TP": 136228, + "n_pred": 146764, + "n_ref": 233156 + }, + "3": { + "Dice": 0.7795755668398904, + "FN": 20452, + "FP": 94623, + "IoU": 0.6387741392732478, + "TN": 100394232, + "TP": 203493, + "n_pred": 298116, + "n_ref": 223945 + }, + "4": { + "Dice": 0.566063321738105, + "FN": 19248, + "FP": 39632, + "IoU": 0.3947617285473459, + "TN": 100615516, + "TP": 38404, + "n_pred": 78036, + "n_ref": 57652 + }, + "5": { + "Dice": 0.34569024334773707, + "FN": 12673, + "FP": 1712, + "IoU": 0.20896343139950507, + "TN": 100694615, + "TP": 3800, + "n_pred": 5512, + "n_ref": 16473 + }, + "6": { + "Dice": 0.715499522465099, + "FN": 849089, + "FP": 128270, + "IoU": 0.5570255013359138, + "TN": 98506445, + "TP": 1228996, + "n_pred": 1357266, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.6168383964602495, + "FN": 21737, + "FP": 165311, + "IoU": 0.445962637251969, + "TN": 100375191, + "TP": 150561, + "n_pred": 315872, + "n_ref": 172298 + }, + "8": { + "Dice": 0.9215638454539485, + "FN": 7753, + "FP": 8971, + "IoU": 0.8545372311278496, + "TN": 100597829, + "TP": 98247, + "n_pred": 107218, + "n_ref": 106000 + }, + "9": { + "Dice": 0.7901761530271048, + "FN": 17254, + "FP": 27676, + "IoU": 0.6531332267951301, + "TN": 100583269, + "TP": 84601, + "n_pred": 112277, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9441111192409941, + "FN": 415, + "FP": 8751, + "IoU": 0.8941387076283421, + "TN": 78864115, + "TP": 77419, + "n_pred": 86170, + "n_ref": 77834 + }, + "10": { + "Dice": 0.6529283247586158, + "FN": 15783, + "FP": 8840, + "IoU": 0.4847019922986774, + "TN": 78902916, + "TP": 23161, + "n_pred": 32001, + "n_ref": 38944 + }, + "11": { + "Dice": 0.2777777777777778, + "FN": 948, + "FP": 1236, + "IoU": 0.16129032258064516, + "TN": 78948096, + "TP": 420, + "n_pred": 1656, + "n_ref": 1368 + }, + "12": { + "Dice": 0.009313154831199068, + "FN": 2548, + "FP": 5, + "IoU": 0.004678362573099415, + "TN": 78948135, + "TP": 12, + "n_pred": 17, + "n_ref": 2560 + }, + "13": { + "Dice": 0.40831753222789224, + "FN": 43362, + "FP": 3133, + "IoU": 0.2565320285266558, + "TN": 78888162, + "TP": 16043, + "n_pred": 19176, + "n_ref": 59405 + }, + "14": { + "Dice": 0.19581360697892383, + "FN": 23195, + "FP": 10268, + "IoU": 0.10853291419133122, + "TN": 78913163, + "TP": 4074, + "n_pred": 14342, + "n_ref": 27269 + }, + "15": { + "Dice": 0.9003724865584601, + "FN": 5699, + "FP": 6123, + "IoU": 0.8187977069985592, + "TN": 78885458, + "TP": 53420, + "n_pred": 59543, + "n_ref": 59119 + }, + "2": { + "Dice": 0.8702483472512178, + "FN": 20086, + "FP": 3780, + "IoU": 0.7703005745854227, + "TN": 78846799, + "TP": 80035, + "n_pred": 83815, + "n_ref": 100121 + }, + "3": { + "Dice": 0.924152213305721, + "FN": 782, + "FP": 12989, + "IoU": 0.8589990375360924, + "TN": 78853034, + "TP": 83895, + "n_pred": 96884, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8946411566098174, + "FN": 1627, + "FP": 2024, + "IoU": 0.8093671679197995, + "TN": 78931548, + "TP": 15501, + "n_pred": 17525, + "n_ref": 17128 + }, + "5": { + "Dice": 0.39567729956397474, + "FN": 25315, + "FP": 3652, + "IoU": 0.24663198959687907, + "TN": 78912250, + "TP": 9483, + "n_pred": 13135, + "n_ref": 34798 + }, + "6": { + "Dice": 0.9530647764355263, + "FN": 21772, + "FP": 45727, + "IoU": 0.9103378652125689, + "TN": 78197885, + "TP": 685316, + "n_pred": 731043, + "n_ref": 707088 + }, + "7": { + "Dice": 0.6634354815385016, + "FN": 351806, + "FP": 22897, + "IoU": 0.4963737046545073, + "TN": 78206690, + "TP": 369307, + "n_pred": 392204, + "n_ref": 721113 + }, + "8": { + "Dice": 0.8871029198244245, + "FN": 66860, + "FP": 399, + "IoU": 0.7971113732138386, + "TN": 78619193, + "TP": 264248, + "n_pred": 264647, + "n_ref": 331108 + }, + "9": { + "Dice": 0.6335704655317936, + "FN": 28148, + "FP": 5281, + "IoU": 0.463668597282164, + "TN": 78888371, + "TP": 28900, + "n_pred": 34181, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9801501857135168, + "FN": 2535, + "FP": 3365, + "IoU": 0.961073063879762, + "TN": 104852874, + "TP": 145666, + "n_pred": 149031, + "n_ref": 148201 + }, + "10": { + "Dice": 0.8459315263747965, + "FN": 12158, + "FP": 15189, + "IoU": 0.7329994239575095, + "TN": 104902017, + "TP": 75076, + "n_pred": 90265, + "n_ref": 87234 + }, + "11": { + "Dice": 0.48194852306097774, + "FN": 2936, + "FP": 63, + "IoU": 0.3174783796085571, + "TN": 105000046, + "TP": 1395, + "n_pred": 1458, + "n_ref": 4331 + }, + "12": { + "Dice": 0.6227887045379629, + "FN": 1999, + "FP": 1434, + "IoU": 0.4522099888303814, + "TN": 104998173, + "TP": 2834, + "n_pred": 4268, + "n_ref": 4833 + }, + "13": { + "Dice": 0.8106564482876687, + "FN": 22179, + "FP": 3812, + "IoU": 0.6815999019968149, + "TN": 104922810, + "TP": 55639, + "n_pred": 59451, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9353151778781069, + "FN": 2028, + "FP": 7385, + "IoU": 0.8784901958253192, + "TN": 104926973, + "TP": 68054, + "n_pred": 75439, + "n_ref": 70082 + }, + "15": { + "Dice": 0.8881682184328905, + "FN": 3135, + "FP": 2210, + "IoU": 0.7988332706059466, + "TN": 104977870, + "TP": 21225, + "n_pred": 23435, + "n_ref": 24360 + }, + "2": { + "Dice": 0.8759318146275348, + "FN": 36326, + "FP": 1754, + "IoU": 0.779251495617493, + "TN": 104831936, + "TP": 134424, + "n_pred": 136178, + "n_ref": 170750 + }, + "3": { + "Dice": 0.8974303838296958, + "FN": 3297, + "FP": 31047, + "IoU": 0.8139444173573867, + "TN": 104819850, + "TP": 150246, + "n_pred": 181293, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1767, + "IoU": 0.0, + "TN": 105002673, + "TP": 0, + "n_pred": 1767, + "n_ref": 0 + }, + "5": { + "Dice": 0.6385811515723583, + "FN": 10799, + "FP": 11026, + "IoU": 0.46905561231936943, + "TN": 104963334, + "TP": 19281, + "n_pred": 30307, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9778158039974231, + "FN": 28445, + "FP": 26342, + "IoU": 0.9565945235910868, + "TN": 103742226, + "TP": 1207427, + "n_pred": 1233769, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.9117593984962405, + "FN": 10301, + "FP": 32242, + "IoU": 0.8378288746407252, + "TN": 104742106, + "TP": 219791, + "n_pred": 252033, + "n_ref": 230092 + }, + "8": { + "Dice": 0.9456116911050887, + "FN": 29640, + "FP": 9073, + "IoU": 0.89683438551796, + "TN": 104629189, + "TP": 336538, + "n_pred": 345611, + "n_ref": 366178 + }, + "9": { + "Dice": 0.9130158323047411, + "FN": 8119, + "FP": 8160, + "IoU": 0.8399532021157363, + "TN": 104902726, + "TP": 85435, + "n_pred": 93595, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9800530687025869, + "FN": 14787, + "FP": 1631, + "IoU": 0.9608863349938416, + "TN": 177256537, + "TP": 403333, + "n_pred": 404964, + "n_ref": 418120 + }, + "10": { + "Dice": 0.5064570767948523, + "FN": 43705, + "FP": 11366, + "IoU": 0.33909777143062875, + "TN": 177592961, + "TP": 28256, + "n_pred": 39622, + "n_ref": 71961 + }, + "11": { + "Dice": 0.5856680275939744, + "FN": 2663, + "FP": 280, + "IoU": 0.4140951622536333, + "TN": 177671265, + "TP": 2080, + "n_pred": 2360, + "n_ref": 4743 + }, + "12": { + "Dice": 0.6798623063683304, + "FN": 2038, + "FP": 938, + "IoU": 0.5149934810951761, + "TN": 177670152, + "TP": 3160, + "n_pred": 4098, + "n_ref": 5198 + }, + "13": { + "Dice": 0.8002417393993057, + "FN": 20145, + "FP": 8281, + "IoU": 0.6670024834824985, + "TN": 177590924, + "TP": 56938, + "n_pred": 65219, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9408026498228316, + "FN": 2964, + "FP": 6258, + "IoU": 0.8882222464637649, + "TN": 177593785, + "TP": 73281, + "n_pred": 79539, + "n_ref": 76245 + }, + "15": { + "Dice": 0.6469917586892081, + "FN": 3307, + "FP": 18367, + "IoU": 0.4781875963020031, + "TN": 177634752, + "TP": 19862, + "n_pred": 38229, + "n_ref": 23169 + }, + "2": { + "Dice": 0.9660360013119244, + "FN": 12606, + "FP": 1581, + "IoU": 0.934303324426827, + "TN": 177460341, + "TP": 201760, + "n_pred": 203341, + "n_ref": 214366 + }, + "3": { + "Dice": 0.9742990026733724, + "FN": 7511, + "FP": 3016, + "IoU": 0.9498859854994501, + "TN": 177466227, + "TP": 199534, + "n_pred": 202550, + "n_ref": 207045 + }, + "4": { + "Dice": 0.8685326788576941, + "FN": 3822, + "FP": 5445, + "IoU": 0.7676162294999749, + "TN": 177636410, + "TP": 30611, + "n_pred": 36056, + "n_ref": 34433 + }, + "5": { + "Dice": 0.7040224898483324, + "FN": 10896, + "FP": 6160, + "IoU": 0.5432366567579872, + "TN": 177638947, + "TP": 20285, + "n_pred": 26445, + "n_ref": 31181 + }, + "6": { + "Dice": 0.9599347639582195, + "FN": 110415, + "FP": 31087, + "IoU": 0.9229563018676435, + "TN": 175839642, + "TP": 1695144, + "n_pred": 1726231, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.8545307064188763, + "FN": 12636, + "FP": 108417, + "IoU": 0.7460092655537931, + "TN": 177199684, + "TP": 355551, + "n_pred": 463968, + "n_ref": 368187 + }, + "8": { + "Dice": 0.8713836278198585, + "FN": 14286, + "FP": 40373, + "IoU": 0.7720813283406583, + "TN": 177436470, + "TP": 185159, + "n_pred": 225532, + "n_ref": 199445 + }, + "9": { + "Dice": 0.9201814808416023, + "FN": 12723, + "FP": 8529, + "IoU": 0.852163085292133, + "TN": 177532535, + "TP": 122501, + "n_pred": 131030, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9647412570323581, + "FN": 5462, + "FP": 7812, + "IoU": 0.9318841918367766, + "TN": 193810661, + "TP": 181600, + "n_pred": 189412, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8800080005778195, + "FN": 7851, + "FP": 13746, + "IoU": 0.7857270418287166, + "TN": 193904743, + "TP": 79195, + "n_pred": 92941, + "n_ref": 87046 + }, + "11": { + "Dice": 0.5825286323826634, + "FN": 1815, + "FP": 44, + "IoU": 0.41096324461343475, + "TN": 194002379, + "TP": 1297, + "n_pred": 1341, + "n_ref": 3112 + }, + "12": { + "Dice": 0.6815713829447461, + "FN": 1816, + "FP": 178, + "IoU": 0.5169573643410853, + "TN": 194001407, + "TP": 2134, + "n_pred": 2312, + "n_ref": 3950 + }, + "13": { + "Dice": 0.7505371926941794, + "FN": 19374, + "FP": 12204, + "IoU": 0.6006879022774118, + "TN": 193926454, + "TP": 47503, + "n_pred": 59707, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8725747501257706, + "FN": 3922, + "FP": 17101, + "IoU": 0.7739535283808049, + "TN": 193912532, + "TP": 71980, + "n_pred": 89081, + "n_ref": 75902 + }, + "15": { + "Dice": 0.6786087373486548, + "FN": 1153, + "FP": 17614, + "IoU": 0.5135562467599792, + "TN": 193966955, + "TP": 19813, + "n_pred": 37427, + "n_ref": 20966 + }, + "2": { + "Dice": 0.9416910919007161, + "FN": 11992, + "FP": 3724, + "IoU": 0.8898073943192893, + "TN": 193862912, + "TP": 126907, + "n_pred": 130631, + "n_ref": 138899 + }, + "3": { + "Dice": 0.9411508851289635, + "FN": 4727, + "FP": 11509, + "IoU": 0.8888432467959251, + "TN": 193859471, + "TP": 129828, + "n_pred": 141337, + "n_ref": 134555 + }, + "4": { + "Dice": 0.9002417255485311, + "FN": 1663, + "FP": 2629, + "IoU": 0.8185814523628371, + "TN": 193981877, + "TP": 19366, + "n_pred": 21995, + "n_ref": 21029 + }, + "5": { + "Dice": 0.5407993251080881, + "FN": 14449, + "FP": 7324, + "IoU": 0.3706134011678326, + "TN": 193970941, + "TP": 12821, + "n_pred": 20145, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9611510495786774, + "FN": 28351, + "FP": 81334, + "IoU": 0.9252077014554103, + "TN": 192539007, + "TP": 1356843, + "n_pred": 1438177, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.9454290590144708, + "FN": 16441, + "FP": 18830, + "IoU": 0.8965058890499469, + "TN": 193664733, + "TP": 305531, + "n_pred": 324361, + "n_ref": 321972 + }, + "8": { + "Dice": 0.9383525422021506, + "FN": 17832, + "FP": 11544, + "IoU": 0.8838645402576044, + "TN": 193752589, + "TP": 223570, + "n_pred": 235114, + "n_ref": 241402 + }, + "9": { + "Dice": 0.8710901614243842, + "FN": 18768, + "FP": 4806, + "IoU": 0.7716206659368552, + "TN": 193902312, + "TP": 79649, + "n_pred": 84455, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9611363171181005, + "FN": 1754, + "FP": 7360, + "IoU": 0.9251803994647534, + "TN": 99533987, + "TP": 112699, + "n_pred": 120059, + "n_ref": 114453 + }, + "10": { + "Dice": 0.8287631014943777, + "FN": 15228, + "FP": 8102, + "IoU": 0.7075964756163284, + "TN": 99576013, + "TP": 56457, + "n_pred": 64559, + "n_ref": 71685 + }, + "11": { + "Dice": 0.47179909427748046, + "FN": 2496, + "FP": 70, + "IoU": 0.30872844827586204, + "TN": 99652088, + "TP": 1146, + "n_pred": 1216, + "n_ref": 3642 + }, + "12": { + "Dice": 0.2177822177822178, + "FN": 3132, + "FP": 0, + "IoU": 0.12219730941704036, + "TN": 99652232, + "TP": 436, + "n_pred": 436, + "n_ref": 3568 + }, + "13": { + "Dice": 0.6855958242327768, + "FN": 17651, + "FP": 7828, + "IoU": 0.5216019827634766, + "TN": 99602541, + "TP": 27780, + "n_pred": 35608, + "n_ref": 45431 + }, + "14": { + "Dice": 0.18782412969750428, + "FN": 47965, + "FP": 5438, + "IoU": 0.10364564100842592, + "TN": 99596222, + "TP": 6175, + "n_pred": 11613, + "n_ref": 54140 + }, + "15": { + "Dice": 0.7419682765075113, + "FN": 14956, + "FP": 1035, + "IoU": 0.5897850289877379, + "TN": 99616818, + "TP": 22991, + "n_pred": 24026, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9611330380152517, + "FN": 5290, + "FP": 3563, + "IoU": 0.9251743227824029, + "TN": 99537485, + "TP": 109462, + "n_pred": 113025, + "n_ref": 114752 + }, + "3": { + "Dice": 0.961037602214925, + "FN": 4402, + "FP": 5280, + "IoU": 0.9249974823571334, + "TN": 99526711, + "TP": 119407, + "n_pred": 124687, + "n_ref": 123809 + }, + "4": { + "Dice": 0.867376352064842, + "FN": 3710, + "FP": 937, + "IoU": 0.765811621226629, + "TN": 99635957, + "TP": 15196, + "n_pred": 16133, + "n_ref": 18906 + }, + "5": { + "Dice": 0.835915270312994, + "FN": 1678, + "FP": 398, + "IoU": 0.7180879956545356, + "TN": 99648436, + "TP": 5288, + "n_pred": 5686, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9679967314804827, + "FN": 43907, + "FP": 42727, + "IoU": 0.9379783582169691, + "TN": 98258965, + "TP": 1310201, + "n_pred": 1352928, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.9068427094615132, + "FN": 13328, + "FP": 18239, + "IoU": 0.8295628792950781, + "TN": 99470588, + "TP": 153645, + "n_pred": 171884, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9547337099660227, + "FN": 5947, + "FP": 3059, + "IoU": 0.9133880228118598, + "TN": 99551819, + "TP": 94975, + "n_pred": 98034, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9222923112243224, + "FN": 11171, + "FP": 3045, + "IoU": 0.8557907870844703, + "TN": 99557221, + "TP": 84363, + "n_pred": 87408, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9690756395000929, + "FN": 24245, + "FP": 2731, + "IoU": 0.9400065384333113, + "TN": 62633871, + "TP": 422673, + "n_pred": 425404, + "n_ref": 446918 + }, + "10": { + "Dice": 0.8813216260904271, + "FN": 9015, + "FP": 7637, + "IoU": 0.7878239596340563, + "TN": 63005038, + "TP": 61830, + "n_pred": 69467, + "n_ref": 70845 + }, + "11": { + "Dice": 0.6285211267605634, + "FN": 1760, + "FP": 350, + "IoU": 0.4582798459563543, + "TN": 63079625, + "TP": 1785, + "n_pred": 2135, + "n_ref": 3545 + }, + "12": { + "Dice": 0.6258692628650904, + "FN": 1702, + "FP": 450, + "IoU": 0.45546558704453444, + "TN": 63079568, + "TP": 1800, + "n_pred": 2250, + "n_ref": 3502 + }, + "13": { + "Dice": 0.6592399017774674, + "FN": 16392, + "FP": 13860, + "IoU": 0.4916911702932034, + "TN": 63024005, + "TP": 29263, + "n_pred": 43123, + "n_ref": 45655 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9785587113524289, + "FN": 2230, + "FP": 3105, + "IoU": 0.9580175798925061, + "TN": 62956443, + "TP": 121742, + "n_pred": 124847, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9810834149760493, + "FN": 912, + "FP": 3973, + "IoU": 0.9628692175552211, + "TN": 62951958, + "TP": 126677, + "n_pred": 130650, + "n_ref": 127589 + }, + "4": { + "Dice": 0.18031555221637866, + "FN": 16229, + "FP": 136, + "IoU": 0.0990916597853014, + "TN": 63065355, + "TP": 1800, + "n_pred": 1936, + "n_ref": 18029 + }, + "5": { + "Dice": 0.5578463467298183, + "FN": 8945, + "FP": 3751, + "IoU": 0.3868147790388795, + "TN": 63062815, + "TP": 8009, + "n_pred": 11760, + "n_ref": 16954 + }, + "6": { + "Dice": 0.9208932064148273, + "FN": 147768, + "FP": 20927, + "IoU": 0.8533846806350796, + "TN": 61932924, + "TP": 981901, + "n_pred": 1002828, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.8474864150260609, + "FN": 11458, + "FP": 40802, + "IoU": 0.7353374624605614, + "TN": 62886061, + "TP": 145199, + "n_pred": 186001, + "n_ref": 156657 + }, + "8": { + "Dice": 0.9150939901842763, + "FN": 13137, + "FP": 5201, + "IoU": 0.8434776671019726, + "TN": 62966361, + "TP": 98821, + "n_pred": 104022, + "n_ref": 111958 + }, + "9": { + "Dice": 0.8799737226608071, + "FN": 4043, + "FP": 6554, + "IoU": 0.7856723904293833, + "TN": 63034077, + "TP": 38846, + "n_pred": 45400, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9775784463983221, + "FN": 9514, + "FP": 4384, + "IoU": 0.9561402955117807, + "TN": 109291944, + "TP": 302976, + "n_pred": 307360, + "n_ref": 312490 + }, + "10": { + "Dice": 0.6040252944548195, + "FN": 22593, + "FP": 63069, + "IoU": 0.4326907157095836, + "TN": 109457821, + "TP": 65335, + "n_pred": 128404, + "n_ref": 87928 + }, + "11": { + "Dice": 0.6126017485679831, + "FN": 2434, + "FP": 136, + "IoU": 0.4415471534115602, + "TN": 109604216, + "TP": 2032, + "n_pred": 2168, + "n_ref": 4466 + }, + "12": { + "Dice": 0.6739578380091932, + "FN": 1955, + "FP": 102, + "IoU": 0.508247669136983, + "TN": 109604635, + "TP": 2126, + "n_pred": 2228, + "n_ref": 4081 + }, + "13": { + "Dice": 0.6606718304006322, + "FN": 32288, + "FP": 17523, + "IoU": 0.4932859962157433, + "TN": 109510516, + "TP": 48491, + "n_pred": 66014, + "n_ref": 80779 + }, + "14": { + "Dice": 0.6239735534387947, + "FN": 38026, + "FP": 32952, + "IoU": 0.4534604367511627, + "TN": 109478950, + "TP": 58890, + "n_pred": 91842, + "n_ref": 96916 + }, + "15": { + "Dice": 0.8627177832425953, + "FN": 12504, + "FP": 16469, + "IoU": 0.7585784517956837, + "TN": 109488808, + "TP": 91037, + "n_pred": 107506, + "n_ref": 103541 + }, + "2": { + "Dice": 0.8115607700206187, + "FN": 66656, + "FP": 1797, + "IoU": 0.6828794855877475, + "TN": 109392960, + "TP": 147405, + "n_pred": 149202, + "n_ref": 214061 + }, + "3": { + "Dice": 0.8701730339645394, + "FN": 13326, + "FP": 56009, + "IoU": 0.770182567882902, + "TN": 109307122, + "TP": 232361, + "n_pred": 288370, + "n_ref": 245687 + }, + "4": { + "Dice": 0.6522726388041885, + "FN": 25155, + "FP": 1644, + "IoU": 0.4839796664997882, + "TN": 109556884, + "TP": 25135, + "n_pred": 26779, + "n_ref": 50290 + }, + "5": { + "Dice": 0.5809874012900115, + "FN": 5733, + "FP": 1218, + "IoU": 0.4094307561597281, + "TN": 109597048, + "TP": 4819, + "n_pred": 6037, + "n_ref": 10552 + }, + "6": { + "Dice": 0.9630377539942299, + "FN": 46287, + "FP": 46148, + "IoU": 0.9287105270261411, + "TN": 108312203, + "TP": 1204180, + "n_pred": 1250328, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.8710045541817523, + "FN": 247341, + "FP": 34234, + "IoU": 0.7714863309749538, + "TN": 108376616, + "TP": 950627, + "n_pred": 984861, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9459647803194549, + "FN": 3899, + "FP": 5871, + "IoU": 0.8974698023906222, + "TN": 109513529, + "TP": 85519, + "n_pred": 91390, + "n_ref": 89418 + }, + "9": { + "Dice": 0.7349972678473852, + "FN": 9468, + "FP": 23510, + "IoU": 0.5810242532809899, + "TN": 109530107, + "TP": 45733, + "n_pred": 69243, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8949948340286031, + "FN": 1171, + "FP": 12346, + "IoU": 0.8099462894744243, + "TN": 66996230, + "TP": 57605, + "n_pred": 69951, + "n_ref": 58776 + }, + "10": { + "Dice": 0.6822655106406936, + "FN": 33352, + "FP": 8975, + "IoU": 0.5177564343575897, + "TN": 66979581, + "TP": 45444, + "n_pred": 54419, + "n_ref": 78796 + }, + "11": { + "Dice": 0.09399940880874963, + "FN": 2967, + "FP": 98, + "IoU": 0.04931761786600496, + "TN": 67064128, + "TP": 159, + "n_pred": 257, + "n_ref": 3126 + }, + "12": { + "Dice": 0.3393614646126368, + "FN": 2551, + "FP": 408, + "IoU": 0.20435600968002152, + "TN": 67063633, + "TP": 760, + "n_pred": 1168, + "n_ref": 3311 + }, + "13": { + "Dice": 0.3797797687755364, + "FN": 27847, + "FP": 6004, + "IoU": 0.23440009046703608, + "TN": 67023137, + "TP": 10364, + "n_pred": 16368, + "n_ref": 38211 + }, + "14": { + "Dice": 0.5386978646502116, + "FN": 47158, + "FP": 1341, + "IoU": 0.36864235781142196, + "TN": 66990535, + "TP": 28318, + "n_pred": 29659, + "n_ref": 75476 + }, + "15": { + "Dice": 0.15363842866900704, + "FN": 26526, + "FP": 26755, + "IoU": 0.08321145275908942, + "TN": 67009235, + "TP": 4836, + "n_pred": 31591, + "n_ref": 31362 + }, + "2": { + "Dice": 0.9427215876936657, + "FN": 13604, + "FP": 2489, + "IoU": 0.891649329751493, + "TN": 66918825, + "TP": 132434, + "n_pred": 134923, + "n_ref": 146038 + }, + "3": { + "Dice": 0.9527280370682913, + "FN": 6261, + "FP": 9032, + "IoU": 0.9097236160139786, + "TN": 66897950, + "TP": 154109, + "n_pred": 163141, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 0, + "IoU": 0.0, + "TN": 67054313, + "TP": 0, + "n_pred": 0, + "n_ref": 13039 + }, + "5": { + "Dice": 0.5841646672559666, + "FN": 4295, + "FP": 2291, + "IoU": 0.4125936496610774, + "TN": 67056140, + "TP": 4626, + "n_pred": 6917, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9640338194766123, + "FN": 49681, + "FP": 27187, + "IoU": 0.930564952409514, + "TN": 65960303, + "TP": 1030181, + "n_pred": 1057368, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.7640893586058489, + "FN": 129511, + "FP": 7634, + "IoU": 0.6182399706049371, + "TN": 66708108, + "TP": 222099, + "n_pred": 229733, + "n_ref": 351610 + }, + "8": { + "Dice": 0.9015360800863232, + "FN": 5924, + "FP": 11505, + "IoU": 0.8207243440068299, + "TN": 66970133, + "TP": 79790, + "n_pred": 91295, + "n_ref": 85714 + }, + "9": { + "Dice": 0.8983630321513068, + "FN": 11653, + "FP": 3211, + "IoU": 0.815480106759357, + "TN": 66986797, + "TP": 65691, + "n_pred": 68902, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8466468404915047, + "FN": 33317, + "FP": 19899, + "IoU": 0.7340742369425733, + "TN": 74319164, + "TP": 146900, + "n_pred": 166799, + "n_ref": 180217 + }, + "10": { + "Dice": 0.7519035237323044, + "FN": 15809, + "FP": 10812, + "IoU": 0.602440226400442, + "TN": 74452319, + "TP": 40340, + "n_pred": 51152, + "n_ref": 56149 + }, + "11": { + "Dice": 0.36370315944158704, + "FN": 2397, + "FP": 1067, + "IoU": 0.22227211495285137, + "TN": 74514826, + "TP": 990, + "n_pred": 2057, + "n_ref": 3387 + }, + "12": { + "Dice": 0.1244141457179378, + "FN": 2055, + "FP": 0, + "IoU": 0.06633348477964561, + "TN": 74517079, + "TP": 146, + "n_pred": 146, + "n_ref": 2201 + }, + "13": { + "Dice": 0.43879379756369963, + "FN": 25996, + "FP": 17218, + "IoU": 0.2810607573035203, + "TN": 74459172, + "TP": 16894, + "n_pred": 34112, + "n_ref": 42890 + }, + "14": { + "Dice": 0.6183546935160247, + "FN": 14821, + "FP": 6292, + "IoU": 0.44754951984718844, + "TN": 74481063, + "TP": 17104, + "n_pred": 23396, + "n_ref": 31925 + }, + "15": { + "Dice": 0.7424191563164373, + "FN": 10454, + "FP": 3358, + "IoU": 0.5903550137912625, + "TN": 74485563, + "TP": 19905, + "n_pred": 23263, + "n_ref": 30359 + }, + "2": { + "Dice": 0.9418987817313369, + "FN": 9280, + "FP": 6959, + "IoU": 0.8901783359370244, + "TN": 74371413, + "TP": 131628, + "n_pred": 138587, + "n_ref": 140908 + }, + "3": { + "Dice": 0.9523195835180855, + "FN": 6373, + "FP": 8574, + "IoU": 0.9089790823006425, + "TN": 74355065, + "TP": 149268, + "n_pred": 157842, + "n_ref": 155641 + }, + "4": { + "Dice": 0.3900918263235461, + "FN": 9837, + "FP": 923, + "IoU": 0.2423068797971974, + "TN": 74505079, + "TP": 3441, + "n_pred": 4364, + "n_ref": 13278 + }, + "5": { + "Dice": 0.5519579960621308, + "FN": 5108, + "FP": 3084, + "IoU": 0.3811754041395981, + "TN": 74506042, + "TP": 5046, + "n_pred": 8130, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9530619096271766, + "FN": 99912, + "FP": 48431, + "IoU": 0.9103326341749427, + "TN": 72864910, + "TP": 1506027, + "n_pred": 1554458, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.6396298029428586, + "FN": 87228, + "FP": 2875, + "IoU": 0.4701880446414921, + "TN": 74349214, + "TP": 79963, + "n_pred": 82838, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9598705904311579, + "FN": 2667, + "FP": 2493, + "IoU": 0.9228376600071779, + "TN": 74452408, + "TP": 61712, + "n_pred": 64205, + "n_ref": 64379 + }, + "9": { + "Dice": 0.912695739108701, + "FN": 8869, + "FP": 7199, + "IoU": 0.8394115354248078, + "TN": 74419223, + "TP": 83989, + "n_pred": 91188, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9298200994750024, + "FN": 6898, + "FP": 34769, + "IoU": 0.8688446671619052, + "TN": 65733488, + "TP": 276025, + "n_pred": 310794, + "n_ref": 282923 + }, + "10": { + "Dice": 0.7617068351419272, + "FN": 23974, + "FP": 13291, + "IoU": 0.615126414938445, + "TN": 65954356, + "TP": 59559, + "n_pred": 72850, + "n_ref": 83533 + }, + "11": { + "Dice": 0.051710629407155914, + "FN": 3538, + "FP": 93, + "IoU": 0.026541554959785524, + "TN": 66047450, + "TP": 99, + "n_pred": 192, + "n_ref": 3637 + }, + "12": { + "Dice": 0.4321860041030317, + "FN": 2078, + "FP": 413, + "IoU": 0.2756615295143937, + "TN": 66047741, + "TP": 948, + "n_pred": 1361, + "n_ref": 3026 + }, + "13": { + "Dice": 0.6701410711350473, + "FN": 12972, + "FP": 21143, + "IoU": 0.50391891695386, + "TN": 65982411, + "TP": 34654, + "n_pred": 55797, + "n_ref": 47626 + }, + "14": { + "Dice": 0.902435554993599, + "FN": 1571, + "FP": 10775, + "IoU": 0.8222164621853579, + "TN": 65981736, + "TP": 57098, + "n_pred": 67873, + "n_ref": 58669 + }, + "15": { + "Dice": 0.7680974937918658, + "FN": 6192, + "FP": 4921, + "IoU": 0.6235050987566487, + "TN": 66021663, + "TP": 18404, + "n_pred": 23325, + "n_ref": 24596 + }, + "2": { + "Dice": 0.9468410187771983, + "FN": 10247, + "FP": 4766, + "IoU": 0.89904851561712, + "TN": 65902465, + "TP": 133702, + "n_pred": 138468, + "n_ref": 143949 + }, + "3": { + "Dice": 0.9448855261243365, + "FN": 7468, + "FP": 9956, + "IoU": 0.8955289208132723, + "TN": 65884397, + "TP": 149359, + "n_pred": 159315, + "n_ref": 156827 + }, + "4": { + "Dice": 0.8935491614938784, + "FN": 3473, + "FP": 2735, + "IoU": 0.8075814400396739, + "TN": 66018917, + "TP": 26055, + "n_pred": 28790, + "n_ref": 29528 + }, + "5": { + "Dice": 0.8572514524623989, + "FN": 2085, + "FP": 544, + "IoU": 0.7501663023852514, + "TN": 66040657, + "TP": 7894, + "n_pred": 8438, + "n_ref": 9979 + }, + "6": { + "Dice": 0.9620162397703091, + "FN": 29338, + "FP": 49166, + "IoU": 0.9268124190665843, + "TN": 64978539, + "TP": 994137, + "n_pred": 1043303, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.8773896185158464, + "FN": 206720, + "FP": 8434, + "IoU": 0.7815620031554389, + "TN": 65066214, + "TP": 769812, + "n_pred": 778246, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9522056308421386, + "FN": 4744, + "FP": 2941, + "IoU": 0.9087714716461497, + "TN": 65966941, + "TP": 76554, + "n_pred": 79495, + "n_ref": 81298 + }, + "9": { + "Dice": 0.8833096905421329, + "FN": 11242, + "FP": 4305, + "IoU": 0.7910068557601828, + "TN": 65976790, + "TP": 58843, + "n_pred": 63148, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9808561690348534, + "FN": 1987, + "FP": 3933, + "IoU": 0.9624315422740339, + "TN": 113314961, + "TP": 151659, + "n_pred": 155592, + "n_ref": 153646 + }, + "10": { + "Dice": 0.8648895570718168, + "FN": 5779, + "FP": 17587, + "IoU": 0.7619430888510794, + "TN": 113374387, + "TP": 74787, + "n_pred": 92374, + "n_ref": 80566 + }, + "11": { + "Dice": 0.603415559772296, + "FN": 1799, + "FP": 82, + "IoU": 0.4320652173913043, + "TN": 113469228, + "TP": 1431, + "n_pred": 1513, + "n_ref": 3230 + }, + "12": { + "Dice": 0.7304693471946185, + "FN": 1694, + "FP": 69, + "IoU": 0.5753853564547207, + "TN": 113468388, + "TP": 2389, + "n_pred": 2458, + "n_ref": 4083 + }, + "13": { + "Dice": 0.6188464090792128, + "FN": 31181, + "FP": 25107, + "IoU": 0.4480648735573576, + "TN": 113370557, + "TP": 45695, + "n_pred": 70802, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9554372629511858, + "FN": 18865, + "FP": 3964, + "IoU": 0.9146767628822055, + "TN": 113204981, + "TP": 244730, + "n_pred": 248694, + "n_ref": 263595 + }, + "15": { + "Dice": 0.7819611088125775, + "FN": 3928, + "FP": 6085, + "IoU": 0.641983695652174, + "TN": 113444572, + "TP": 17955, + "n_pred": 24040, + "n_ref": 21883 + }, + "2": { + "Dice": 0.9648800136650552, + "FN": 5640, + "FP": 3201, + "IoU": 0.9321431586703406, + "TN": 113342251, + "TP": 121448, + "n_pred": 124649, + "n_ref": 127088 + }, + "3": { + "Dice": 0.9678051419951466, + "FN": 2251, + "FP": 5603, + "IoU": 0.9376186429235205, + "TN": 113346637, + "TP": 118049, + "n_pred": 123652, + "n_ref": 120300 + }, + "4": { + "Dice": 0.8416202018340169, + "FN": 3696, + "FP": 6615, + "IoU": 0.7265494470522714, + "TN": 113434833, + "TP": 27396, + "n_pred": 34011, + "n_ref": 31092 + }, + "5": { + "Dice": 0.6346043366216372, + "FN": 13495, + "FP": 8766, + "IoU": 0.46477688016926333, + "TN": 113430948, + "TP": 19331, + "n_pred": 28097, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9597538129865388, + "FN": 39578, + "FP": 53016, + "IoU": 0.9226218033463642, + "TN": 112275898, + "TP": 1104048, + "n_pred": 1157064, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.8906436411002551, + "FN": 31016, + "FP": 14907, + "IoU": 0.8028471950921088, + "TN": 113239609, + "TP": 187008, + "n_pred": 201915, + "n_ref": 218024 + }, + "8": { + "Dice": 0.9398272831266502, + "FN": 18628, + "FP": 6463, + "IoU": 0.8864850681107688, + "TN": 113251503, + "TP": 195946, + "n_pred": 202409, + "n_ref": 214574 + }, + "9": { + "Dice": 0.8819850777056092, + "FN": 18586, + "FP": 4871, + "IoU": 0.7888848888488885, + "TN": 113361430, + "TP": 87653, + "n_pred": 92524, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8683533971235118, + "FN": 2723, + "FP": 35016, + "IoU": 0.7673361939286331, + "TN": 75034524, + "TP": 124465, + "n_pred": 159481, + "n_ref": 127188 + }, + "10": { + "Dice": 0.840901079885923, + "FN": 21329, + "FP": 8461, + "IoU": 0.7254782704854583, + "TN": 75088212, + "TP": 78726, + "n_pred": 87187, + "n_ref": 100055 + }, + "11": { + "Dice": 0.6463683052090976, + "FN": 1782, + "FP": 146, + "IoU": 0.4775067750677507, + "TN": 75193038, + "TP": 1762, + "n_pred": 1908, + "n_ref": 3544 + }, + "12": { + "Dice": 0.508760545100584, + "FN": 1930, + "FP": 341, + "IoU": 0.3411662315056571, + "TN": 75193281, + "TP": 1176, + "n_pred": 1517, + "n_ref": 3106 + }, + "13": { + "Dice": 0.584507104055323, + "FN": 21958, + "FP": 25387, + "IoU": 0.4129353850732203, + "TN": 75116081, + "TP": 33302, + "n_pred": 58689, + "n_ref": 55260 + }, + "14": { + "Dice": 0.8909419194731233, + "FN": 21045, + "FP": 6377, + "IoU": 0.8033320662970745, + "TN": 75057295, + "TP": 112011, + "n_pred": 118388, + "n_ref": 133056 + }, + "15": { + "Dice": 0.6616548600067467, + "FN": 32622, + "FP": 9504, + "IoU": 0.49438283162897884, + "TN": 75113412, + "TP": 41190, + "n_pred": 50694, + "n_ref": 73812 + }, + "2": { + "Dice": 0.95679024996755, + "FN": 6258, + "FP": 6392, + "IoU": 0.9171599958088852, + "TN": 75044024, + "TP": 140054, + "n_pred": 146446, + "n_ref": 146312 + }, + "3": { + "Dice": 0.9532437835560934, + "FN": 4945, + "FP": 9041, + "IoU": 0.9106645545363959, + "TN": 75040172, + "TP": 142570, + "n_pred": 151611, + "n_ref": 147515 + }, + "4": { + "Dice": 0.9053348738993585, + "FN": 2240, + "FP": 2512, + "IoU": 0.8270427661510464, + "TN": 75169253, + "TP": 22723, + "n_pred": 25235, + "n_ref": 24963 + }, + "5": { + "Dice": 0.8261682242990654, + "FN": 1955, + "FP": 463, + "IoU": 0.7038216560509554, + "TN": 75188564, + "TP": 5746, + "n_pred": 6209, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9766416388590938, + "FN": 25967, + "FP": 32896, + "IoU": 0.9543495963332636, + "TN": 73907298, + "TP": 1230567, + "n_pred": 1263463, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.9094506027479435, + "FN": 9304, + "FP": 19074, + "IoU": 0.8339380178830579, + "TN": 75025840, + "TP": 142510, + "n_pred": 161584, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9035358736697563, + "FN": 13675, + "FP": 1499, + "IoU": 0.8240450845335003, + "TN": 75110490, + "TP": 71064, + "n_pred": 72563, + "n_ref": 84739 + }, + "9": { + "Dice": 0.8288313192744122, + "FN": 14270, + "FP": 11736, + "IoU": 0.7076959390349448, + "TN": 75107759, + "TP": 62963, + "n_pred": 74699, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9719106941890464, + "FN": 4698, + "FP": 7507, + "IoU": 0.9453562921972098, + "TN": 86704516, + "TP": 211151, + "n_pred": 218658, + "n_ref": 215849 + }, + "10": { + "Dice": 0.6885753255411414, + "FN": 12538, + "FP": 38379, + "IoU": 0.5250589980131894, + "TN": 86820665, + "TP": 56290, + "n_pred": 94669, + "n_ref": 68828 + }, + "11": { + "Dice": 0.39625402399765874, + "FN": 1913, + "FP": 150, + "IoU": 0.24708029197080292, + "TN": 86925132, + "TP": 677, + "n_pred": 827, + "n_ref": 2590 + }, + "12": { + "Dice": 0.6394074675324676, + "FN": 1764, + "FP": 1790, + "IoU": 0.46994780014914245, + "TN": 86921167, + "TP": 3151, + "n_pred": 4941, + "n_ref": 4915 + }, + "13": { + "Dice": 0.573953488372093, + "FN": 16490, + "FP": 41218, + "IoU": 0.4024787997390737, + "TN": 86831293, + "TP": 38871, + "n_pred": 80089, + "n_ref": 55361 + }, + "14": { + "Dice": 0.8300870902910453, + "FN": 16368, + "FP": 11024, + "IoU": 0.7095289601493076, + "TN": 86833570, + "TP": 66910, + "n_pred": 77934, + "n_ref": 83278 + }, + "15": { + "Dice": 0.7734393756488159, + "FN": 48288, + "FP": 18713, + "IoU": 0.6305757418700307, + "TN": 86746506, + "TP": 114365, + "n_pred": 133078, + "n_ref": 162653 + }, + "2": { + "Dice": 0.9353012808053723, + "FN": 6321, + "FP": 9990, + "IoU": 0.8784656766684797, + "TN": 86793663, + "TP": 117898, + "n_pred": 127888, + "n_ref": 124219 + }, + "3": { + "Dice": 0.9455472403832456, + "FN": 14374, + "FP": 3591, + "IoU": 0.8967184463786779, + "TN": 86753930, + "TP": 155977, + "n_pred": 159568, + "n_ref": 170351 + }, + "4": { + "Dice": 0.8422513492675405, + "FN": 2867, + "FP": 2248, + "IoU": 0.7274906766116143, + "TN": 86909102, + "TP": 13655, + "n_pred": 15903, + "n_ref": 16522 + }, + "5": { + "Dice": 0.8269122947537044, + "FN": 311, + "FP": 1850, + "IoU": 0.7049023624197733, + "TN": 86920549, + "TP": 5162, + "n_pred": 7012, + "n_ref": 5473 + }, + "6": { + "Dice": 0.942171277202793, + "FN": 27616, + "FP": 113149, + "IoU": 0.8906652437186788, + "TN": 85640404, + "TP": 1146703, + "n_pred": 1259852, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.9113654486510018, + "FN": 152308, + "FP": 17090, + "IoU": 0.8371638099504276, + "TN": 85887575, + "TP": 870899, + "n_pred": 887989, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9242596093257719, + "FN": 3050, + "FP": 5364, + "IoU": 0.8591846298031866, + "TN": 86868120, + "TP": 51338, + "n_pred": 56702, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8181785017237291, + "FN": 5905, + "FP": 14031, + "IoU": 0.6923029433100276, + "TN": 86863081, + "TP": 44855, + "n_pred": 58886, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.737874419525937, + "FN": 4646, + "FP": 54905, + "IoU": 0.5846283689526254, + "TN": 37606232, + "TP": 83817, + "n_pred": 138722, + "n_ref": 88463 + }, + "10": { + "Dice": 0.8122184159640358, + "FN": 17870, + "FP": 1261, + "IoU": 0.6838112552681597, + "TN": 37689095, + "TP": 41374, + "n_pred": 42635, + "n_ref": 59244 + }, + "11": { + "Dice": 0.6937993775436917, + "FN": 1139, + "FP": 140, + "IoU": 0.531158357771261, + "TN": 37746872, + "TP": 1449, + "n_pred": 1589, + "n_ref": 2588 + }, + "12": { + "Dice": 0.2518065591995553, + "FN": 2464, + "FP": 228, + "IoU": 0.1440381558028617, + "TN": 37746455, + "TP": 453, + "n_pred": 681, + "n_ref": 2917 + }, + "13": { + "Dice": 0.6871237133423966, + "FN": 16581, + "FP": 9195, + "IoU": 0.5233727810650888, + "TN": 37695520, + "TP": 28304, + "n_pred": 37499, + "n_ref": 44885 + }, + "14": { + "Dice": 0.32634548675413294, + "FN": 23177, + "FP": 295116, + "IoU": 0.19498975694883533, + "TN": 37354210, + "TP": 77097, + "n_pred": 372213, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 17731, + "IoU": 0.0, + "TN": 37731869, + "TP": 0, + "n_pred": 17731, + "n_ref": 0 + }, + "2": { + "Dice": 0.589981627205602, + "FN": 57684, + "FP": 1455, + "IoU": 0.4184212337860297, + "TN": 37647913, + "TP": 42548, + "n_pred": 44003, + "n_ref": 100232 + }, + "3": { + "Dice": 0.8950930626057529, + "FN": 5117, + "FP": 14475, + "IoU": 0.8101071975497703, + "TN": 37646426, + "TP": 83582, + "n_pred": 98057, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 0, + "IoU": 0.0, + "TN": 37737906, + "TP": 0, + "n_pred": 0, + "n_ref": 11694 + }, + "5": { + "Dice": 0.8057833195866285, + "FN": 1745, + "FP": 2258, + "IoU": 0.6747379540099131, + "TN": 37737293, + "TP": 8304, + "n_pred": 10562, + "n_ref": 10049 + }, + "6": { + "Dice": 0.919218788131092, + "FN": 102184, + "FP": 10362, + "IoU": 0.8505132935661982, + "TN": 36996717, + "TP": 640337, + "n_pred": 650699, + "n_ref": 742521 + }, + "7": { + "Dice": 0.9324343876554074, + "FN": 32730, + "FP": 12567, + "IoU": 0.8734211526424036, + "TN": 37391744, + "TP": 312559, + "n_pred": 325126, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9453212646608873, + "FN": 3935, + "FP": 4643, + "IoU": 0.896312055023027, + "TN": 37666871, + "TP": 74151, + "n_pred": 78794, + "n_ref": 78086 + }, + "9": { + "Dice": 0.8604716254985655, + "FN": 5583, + "FP": 10369, + "IoU": 0.7551120663186982, + "TN": 37684460, + "TP": 49188, + "n_pred": 59557, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9741645491450612, + "FN": 5571, + "FP": 4637, + "IoU": 0.9496304191214929, + "TN": 75704026, + "TP": 192454, + "n_pred": 197091, + "n_ref": 198025 + }, + "10": { + "Dice": 0.9125843923108989, + "FN": 7935, + "FP": 12406, + "IoU": 0.839223187397741, + "TN": 75780171, + "TP": 106176, + "n_pred": 118582, + "n_ref": 114111 + }, + "11": { + "Dice": 0.5877655782118922, + "FN": 2281, + "FP": 610, + "IoU": 0.4161954765751212, + "TN": 75901736, + "TP": 2061, + "n_pred": 2671, + "n_ref": 4342 + }, + "12": { + "Dice": 0.7079073379060438, + "FN": 1849, + "FP": 408, + "IoU": 0.5478766025641025, + "TN": 75901696, + "TP": 2735, + "n_pred": 3143, + "n_ref": 4584 + }, + "13": { + "Dice": 0.7559574821883115, + "FN": 11951, + "FP": 7128, + "IoU": 0.6076620946348886, + "TN": 75858059, + "TP": 29550, + "n_pred": 36678, + "n_ref": 41501 + }, + "14": { + "Dice": 0.913931298480523, + "FN": 10512, + "FP": 10803, + "IoU": 0.8415041306336117, + "TN": 75772205, + "TP": 113168, + "n_pred": 123971, + "n_ref": 123680 + }, + "15": { + "Dice": 0.7348432996552655, + "FN": 70243, + "FP": 14211, + "IoU": 0.5808318443517967, + "TN": 75705208, + "TP": 117026, + "n_pred": 131237, + "n_ref": 187269 + }, + "2": { + "Dice": 0.951535846668938, + "FN": 6987, + "FP": 11932, + "IoU": 0.907552102421266, + "TN": 75702043, + "TP": 185726, + "n_pred": 197658, + "n_ref": 192713 + }, + "3": { + "Dice": 0.9543508343508343, + "FN": 16752, + "FP": 5680, + "IoU": 0.9126874153419795, + "TN": 75649772, + "TP": 234484, + "n_pred": 240164, + "n_ref": 251236 + }, + "4": { + "Dice": 0.9029277292051014, + "FN": 2035, + "FP": 4016, + "IoU": 0.8230339543181353, + "TN": 75872495, + "TP": 28142, + "n_pred": 32158, + "n_ref": 30177 + }, + "5": { + "Dice": 0.8685044359949303, + "FN": 1406, + "FP": 1084, + "IoU": 0.7675721086530384, + "TN": 75895975, + "TP": 8223, + "n_pred": 9307, + "n_ref": 9629 + }, + "6": { + "Dice": 0.975408233282256, + "FN": 60812, + "FP": 22192, + "IoU": 0.9519969464589333, + "TN": 74177548, + "TP": 1646136, + "n_pred": 1668328, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.9232323306530706, + "FN": 22396, + "FP": 19402, + "IoU": 0.8574108946018231, + "TN": 75613552, + "TP": 251338, + "n_pred": 270740, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9387856613867733, + "FN": 6816, + "FP": 4260, + "IoU": 0.884633412147031, + "TN": 75810681, + "TP": 84931, + "n_pred": 89191, + "n_ref": 91747 + }, + "9": { + "Dice": 0.833165610465907, + "FN": 16480, + "FP": 8056, + "IoU": 0.7140392997832218, + "TN": 75820886, + "TP": 61266, + "n_pred": 69322, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9713790562767868, + "FN": 1443, + "FP": 4073, + "IoU": 0.9443508439180396, + "TN": 61288629, + "TP": 93605, + "n_pred": 97678, + "n_ref": 95048 + }, + "10": { + "Dice": 0.8906674869270994, + "FN": 5664, + "FP": 12108, + "IoU": 0.8028859484699593, + "TN": 61297589, + "TP": 72389, + "n_pred": 84497, + "n_ref": 78053 + }, + "11": { + "Dice": 0.7499236641221374, + "FN": 886, + "FP": 752, + "IoU": 0.5999022960429897, + "TN": 61383656, + "TP": 2456, + "n_pred": 3208, + "n_ref": 3342 + }, + "12": { + "Dice": 0.7726284089007863, + "FN": 1060, + "FP": 299, + "IoU": 0.6294983642311887, + "TN": 61384082, + "TP": 2309, + "n_pred": 2608, + "n_ref": 3369 + }, + "13": { + "Dice": 0.6185279288055713, + "FN": 15963, + "FP": 13014, + "IoU": 0.44773104118622425, + "TN": 61335281, + "TP": 23492, + "n_pred": 36506, + "n_ref": 39455 + }, + "14": { + "Dice": 0.8487662955295697, + "FN": 13365, + "FP": 5556, + "IoU": 0.7372667185069984, + "TN": 61315734, + "TP": 53095, + "n_pred": 58651, + "n_ref": 66460 + }, + "15": { + "Dice": 0.8944266511090738, + "FN": 5170, + "FP": 3697, + "IoU": 0.8090161109675196, + "TN": 61341322, + "TP": 37561, + "n_pred": 41258, + "n_ref": 42731 + }, + "2": { + "Dice": 0.9601576131985782, + "FN": 7428, + "FP": 3007, + "IoU": 0.9233684117763694, + "TN": 61251579, + "TP": 125736, + "n_pred": 128743, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9710554432519163, + "FN": 3199, + "FP": 4576, + "IoU": 0.9437393267533069, + "TN": 61249554, + "TP": 130421, + "n_pred": 134997, + "n_ref": 133620 + }, + "4": { + "Dice": 0.7386994564111509, + "FN": 6270, + "FP": 2719, + "IoU": 0.5856648997464854, + "TN": 61366055, + "TP": 12706, + "n_pred": 15425, + "n_ref": 18976 + }, + "5": { + "Dice": 0.5535057173198983, + "FN": 16489, + "FP": 1590, + "IoU": 0.3826532354447669, + "TN": 61358465, + "TP": 11206, + "n_pred": 12796, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9698603919856754, + "FN": 34887, + "FP": 24767, + "IoU": 0.9414844205972799, + "TN": 60368295, + "TP": 959801, + "n_pred": 984568, + "n_ref": 994688 + }, + "7": { + "Dice": 0.9272784775863395, + "FN": 17412, + "FP": 8111, + "IoU": 0.8644167737959904, + "TN": 61199504, + "TP": 162723, + "n_pred": 170834, + "n_ref": 180135 + }, + "8": { + "Dice": 0.9345457463686254, + "FN": 19231, + "FP": 12578, + "IoU": 0.8771336199404383, + "TN": 61128859, + "TP": 227082, + "n_pred": 239660, + "n_ref": 246313 + }, + "9": { + "Dice": 0.897741598991431, + "FN": 9576, + "FP": 6403, + "IoU": 0.8144565722248026, + "TN": 61301630, + "TP": 70141, + "n_pred": 76544, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9772270310341701, + "FN": 2281, + "FP": 6259, + "IoU": 0.9554681837380653, + "TN": 39557027, + "TP": 183233, + "n_pred": 189492, + "n_ref": 185514 + }, + "10": { + "Dice": 0.7644651026454362, + "FN": 15320, + "FP": 7179, + "IoU": 0.618732100794767, + "TN": 39689789, + "TP": 36512, + "n_pred": 43691, + "n_ref": 51832 + }, + "11": { + "Dice": 0.7481243301178992, + "FN": 937, + "FP": 473, + "IoU": 0.5976027397260274, + "TN": 39745296, + "TP": 2094, + "n_pred": 2567, + "n_ref": 3031 + }, + "12": { + "Dice": 0.8237174364711524, + "FN": 883, + "FP": 220, + "IoU": 0.7002717391304348, + "TN": 39745120, + "TP": 2577, + "n_pred": 2797, + "n_ref": 3460 + }, + "13": { + "Dice": 0.6867863603649167, + "FN": 8504, + "FP": 23700, + "IoU": 0.5229814400616196, + "TN": 39681289, + "TP": 35307, + "n_pred": 59007, + "n_ref": 43811 + }, + "14": { + "Dice": 0.3958658950421718, + "FN": 19276, + "FP": 23629, + "IoU": 0.24677855412380184, + "TN": 39691838, + "TP": 14057, + "n_pred": 37686, + "n_ref": 33333 + }, + "15": { + "Dice": 0.7910287841641697, + "FN": 8158, + "FP": 14856, + "IoU": 0.6542991047287148, + "TN": 39682228, + "TP": 43558, + "n_pred": 58414, + "n_ref": 51716 + }, + "2": { + "Dice": 0.9482465306263439, + "FN": 8041, + "FP": 3945, + "IoU": 0.9015863110877562, + "TN": 39627008, + "TP": 109806, + "n_pred": 113751, + "n_ref": 117847 + }, + "3": { + "Dice": 0.947410788083516, + "FN": 2457, + "FP": 12177, + "IoU": 0.900076475568787, + "TN": 39602348, + "TP": 131818, + "n_pred": 143995, + "n_ref": 134275 + }, + "4": { + "Dice": 0.8127671567476161, + "FN": 6470, + "FP": 1502, + "IoU": 0.6845895153313551, + "TN": 39723525, + "TP": 17303, + "n_pred": 18805, + "n_ref": 23773 + }, + "5": { + "Dice": 0.7928804839046096, + "FN": 822, + "FP": 2157, + "IoU": 0.6568367699573782, + "TN": 39740119, + "TP": 5702, + "n_pred": 7859, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9744293896678892, + "FN": 18898, + "FP": 28813, + "IoU": 0.9501338862980282, + "TN": 38792018, + "TP": 909071, + "n_pred": 937884, + "n_ref": 927969 + }, + "7": { + "Dice": 0.941251319196215, + "FN": 72981, + "FP": 9295, + "IoU": 0.88902242454898, + "TN": 39007425, + "TP": 659099, + "n_pred": 668394, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9551833498513379, + "FN": 1345, + "FP": 3177, + "IoU": 0.9142114549145339, + "TN": 39696089, + "TP": 48189, + "n_pred": 51366, + "n_ref": 49534 + }, + "9": { + "Dice": 0.8796022721078052, + "FN": 1290, + "FP": 9753, + "IoU": 0.7850803783426102, + "TN": 39697418, + "TP": 40339, + "n_pred": 50092, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9384907796829505, + "FN": 4128, + "FP": 8040, + "IoU": 0.8841098708522229, + "TN": 101291612, + "TP": 92828, + "n_pred": 100868, + "n_ref": 96956 + }, + "10": { + "Dice": 0.8557453169226855, + "FN": 15123, + "FP": 7556, + "IoU": 0.7478626302155714, + "TN": 101306661, + "TP": 67268, + "n_pred": 74824, + "n_ref": 82391 + }, + "11": { + "Dice": 0.537858336547114, + "FN": 3437, + "FP": 158, + "IoU": 0.3678565148584491, + "TN": 101390921, + "TP": 2092, + "n_pred": 2250, + "n_ref": 5529 + }, + "12": { + "Dice": 0.5790258449304175, + "FN": 2895, + "FP": 493, + "IoU": 0.4074851346624694, + "TN": 101390890, + "TP": 2330, + "n_pred": 2823, + "n_ref": 5225 + }, + "13": { + "Dice": 0.8683444259567388, + "FN": 8195, + "FP": 4465, + "IoU": 0.7673221834221651, + "TN": 101342198, + "TP": 41750, + "n_pred": 46215, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9635750598347338, + "FN": 10093, + "FP": 2417, + "IoU": 0.9297104136466304, + "TN": 101218630, + "TP": 165468, + "n_pred": 167885, + "n_ref": 175561 + }, + "15": { + "Dice": 0.8554649947753395, + "FN": 6407, + "FP": 509, + "IoU": 0.7474345396779023, + "TN": 101369225, + "TP": 20467, + "n_pred": 20976, + "n_ref": 26874 + }, + "2": { + "Dice": 0.9333221789841266, + "FN": 8814, + "FP": 15894, + "IoU": 0.87498039295057, + "TN": 101198975, + "TP": 172925, + "n_pred": 188819, + "n_ref": 181739 + }, + "3": { + "Dice": 0.933147405364753, + "FN": 18283, + "FP": 3051, + "IoU": 0.8746732304511036, + "TN": 101226381, + "TP": 148893, + "n_pred": 151944, + "n_ref": 167176 + }, + "4": { + "Dice": 0.8191867543218895, + "FN": 1735, + "FP": 1978, + "IoU": 0.6937479379742659, + "TN": 101384484, + "TP": 8411, + "n_pred": 10389, + "n_ref": 10146 + }, + "5": { + "Dice": 0.7498905548867243, + "FN": 11109, + "FP": 7173, + "IoU": 0.5998599225196437, + "TN": 101350919, + "TP": 27407, + "n_pred": 34580, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9744313998694566, + "FN": 56981, + "FP": 36093, + "IoU": 0.9501377087260885, + "TN": 99529987, + "TP": 1773547, + "n_pred": 1809640, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.9449781070921285, + "FN": 26253, + "FP": 24376, + "IoU": 0.8956952585008087, + "TN": 100911213, + "TP": 434766, + "n_pred": 459142, + "n_ref": 461019 + }, + "8": { + "Dice": 0.9371710617093161, + "FN": 17999, + "FP": 13875, + "IoU": 0.8817703658093281, + "TN": 101127014, + "TP": 237720, + "n_pred": 251595, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9282267486158379, + "FN": 4386, + "FP": 8331, + "IoU": 0.8660663507109004, + "TN": 101301658, + "TP": 82233, + "n_pred": 90564, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9179932739249763, + "FN": 15137, + "FP": 20928, + "IoU": 0.8484173451074507, + "TN": 73645581, + "TP": 201858, + "n_pred": 222786, + "n_ref": 216995 + }, + "10": { + "Dice": 0.20846612165719827, + "FN": 63805, + "FP": 27595, + "IoU": 0.11636180826791447, + "TN": 73780068, + "TP": 12036, + "n_pred": 39631, + "n_ref": 75841 + }, + "11": { + "Dice": 0.17975232988637815, + "FN": 5555, + "FP": 870, + "IoU": 0.0987515780614392, + "TN": 73876375, + "TP": 704, + "n_pred": 1574, + "n_ref": 6259 + }, + "12": { + "Dice": 0.3313834852401034, + "FN": 4323, + "FP": 592, + "IoU": 0.19859774987771076, + "TN": 73877371, + "TP": 1218, + "n_pred": 1810, + "n_ref": 5541 + }, + "13": { + "Dice": 0.020600329920992606, + "FN": 59934, + "FP": 64153, + "IoU": 0.010407362511164987, + "TN": 73758112, + "TP": 1305, + "n_pred": 65458, + "n_ref": 61239 + }, + "14": { + "Dice": 0.7563189440295973, + "FN": 28774, + "FP": 17859, + "IoU": 0.6081293434508954, + "TN": 73764503, + "TP": 72368, + "n_pred": 90227, + "n_ref": 101142 + }, + "15": { + "Dice": 0.7932652385440281, + "FN": 66461, + "FP": 14701, + "IoU": 0.6573650348705652, + "TN": 73646628, + "TP": 155714, + "n_pred": 170415, + "n_ref": 222175 + }, + "2": { + "Dice": 0.5941920603857982, + "FN": 106033, + "FP": 10093, + "IoU": 0.42266944412681523, + "TN": 73682361, + "TP": 85017, + "n_pred": 95110, + "n_ref": 191050 + }, + "3": { + "Dice": 0.7117825711055443, + "FN": 26992, + "FP": 103020, + "IoU": 0.5525329460232455, + "TN": 73592953, + "TP": 160539, + "n_pred": 263559, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 1117, + "IoU": 0.0, + "TN": 73834499, + "TP": 0, + "n_pred": 1117, + "n_ref": 47888 + }, + "5": { + "Dice": 0.6103335973945956, + "FN": 8194, + "FP": 660, + "IoU": 0.43919432480364834, + "TN": 73867716, + "TP": 6934, + "n_pred": 7594, + "n_ref": 15128 + }, + "6": { + "Dice": 0.8218550537714718, + "FN": 226822, + "FP": 412405, + "IoU": 0.6975839911739131, + "TN": 71769770, + "TP": 1474507, + "n_pred": 1886912, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.4464352175613688, + "FN": 78438, + "FP": 155075, + "IoU": 0.287361829135055, + "TN": 73555830, + "TP": 94161, + "n_pred": 249236, + "n_ref": 172599 + }, + "8": { + "Dice": 0.86910017722169, + "FN": 10055, + "FP": 10848, + "IoU": 0.7685032393820256, + "TN": 73793209, + "TP": 69392, + "n_pred": 80240, + "n_ref": 79447 + }, + "9": { + "Dice": 0.7857109424000449, + "FN": 6249, + "FP": 39533, + "IoU": 0.647054288665834, + "TN": 73753790, + "TP": 83932, + "n_pred": 123465, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9645731370720871, + "FN": 4743, + "FP": 8670, + "IoU": 0.9315705160908516, + "TN": 69299764, + "TP": 182599, + "n_pred": 191269, + "n_ref": 187342 + }, + "10": { + "Dice": 0.7606861681900765, + "FN": 13462, + "FP": 20522, + "IoU": 0.6137962384226376, + "TN": 69407781, + "TP": 54011, + "n_pred": 74533, + "n_ref": 67473 + }, + "11": { + "Dice": 0.784261715296198, + "FN": 800, + "FP": 664, + "IoU": 0.645090909090909, + "TN": 69491651, + "TP": 2661, + "n_pred": 3325, + "n_ref": 3461 + }, + "12": { + "Dice": 0.3956331877729258, + "FN": 2246, + "FP": 522, + "IoU": 0.24659771366358194, + "TN": 69492102, + "TP": 906, + "n_pred": 1428, + "n_ref": 3152 + }, + "13": { + "Dice": 0.7173199459355087, + "FN": 22093, + "FP": 21827, + "IoU": 0.5592352852626825, + "TN": 69396131, + "TP": 55725, + "n_pred": 77552, + "n_ref": 77818 + }, + "14": { + "Dice": 0.8973407479080054, + "FN": 24444, + "FP": 4521, + "IoU": 0.8137969605801126, + "TN": 69340220, + "TP": 126591, + "n_pred": 131112, + "n_ref": 151035 + }, + "15": { + "Dice": 0.8893499308437067, + "FN": 16836, + "FP": 2364, + "IoU": 0.800747198007472, + "TN": 69399416, + "TP": 77160, + "n_pred": 79524, + "n_ref": 93996 + }, + "2": { + "Dice": 0.9608754888869308, + "FN": 8393, + "FP": 3151, + "IoU": 0.9246971644020587, + "TN": 69342475, + "TP": 141757, + "n_pred": 144908, + "n_ref": 150150 + }, + "3": { + "Dice": 0.964934782224994, + "FN": 8560, + "FP": 3360, + "IoU": 0.932245394448897, + "TN": 69319847, + "TP": 164009, + "n_pred": 167369, + "n_ref": 172569 + }, + "4": { + "Dice": 0.5898523853668972, + "FN": 20576, + "FP": 2430, + "IoU": 0.418291233659511, + "TN": 69456227, + "TP": 16543, + "n_pred": 18973, + "n_ref": 37119 + }, + "5": { + "Dice": 0.8510852539718058, + "FN": 3879, + "FP": 1445, + "IoU": 0.7407732008959003, + "TN": 69475238, + "TP": 15214, + "n_pred": 16659, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9684380668050415, + "FN": 59041, + "FP": 31602, + "IoU": 0.9388074875985299, + "TN": 68014500, + "TP": 1390633, + "n_pred": 1422235, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.9180036191841048, + "FN": 10641, + "FP": 43371, + "IoU": 0.8484350183240638, + "TN": 69139414, + "TP": 302350, + "n_pred": 345721, + "n_ref": 312991 + }, + "8": { + "Dice": 0.8813384550883276, + "FN": 10906, + "FP": 10038, + "IoU": 0.7878508554237614, + "TN": 69397053, + "TP": 77779, + "n_pred": 87817, + "n_ref": 88685 + }, + "9": { + "Dice": 0.8548819990745026, + "FN": 15710, + "FP": 6242, + "IoU": 0.7465448961448314, + "TN": 69409165, + "TP": 64659, + "n_pred": 70901, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9612197739512129, + "FN": 3575, + "FP": 12469, + "IoU": 0.9253350707371556, + "TN": 50618672, + "TP": 198836, + "n_pred": 211305, + "n_ref": 202411 + }, + "10": { + "Dice": 0.8807537642664723, + "FN": 8162, + "FP": 10164, + "IoU": 0.7869168875866239, + "TN": 50747548, + "TP": 67678, + "n_pred": 77842, + "n_ref": 75840 + }, + "11": { + "Dice": 0.6549388523047978, + "FN": 3248, + "FP": 420, + "IoU": 0.48692124772695483, + "TN": 50826403, + "TP": 3481, + "n_pred": 3901, + "n_ref": 6729 + }, + "12": { + "Dice": 0.3374226696026004, + "FN": 4690, + "FP": 1629, + "IoU": 0.2029515640766902, + "TN": 50825624, + "TP": 1609, + "n_pred": 3238, + "n_ref": 6299 + }, + "13": { + "Dice": 0.7740637478680924, + "FN": 10366, + "FP": 11757, + "IoU": 0.631406197934022, + "TN": 50773532, + "TP": 37897, + "n_pred": 49654, + "n_ref": 48263 + }, + "14": { + "Dice": 0.6486558424274688, + "FN": 23930, + "FP": 5110, + "IoU": 0.48000787866850503, + "TN": 50777705, + "TP": 26807, + "n_pred": 31917, + "n_ref": 50737 + }, + "15": { + "Dice": 0.8493666850236226, + "FN": 5452, + "FP": 4942, + "IoU": 0.738173207718273, + "TN": 50793854, + "TP": 29304, + "n_pred": 34246, + "n_ref": 34756 + }, + "2": { + "Dice": 0.9130754027127475, + "FN": 30515, + "FP": 4053, + "IoU": 0.8400540432994175, + "TN": 50617429, + "TP": 181555, + "n_pred": 185608, + "n_ref": 212070 + }, + "3": { + "Dice": 0.9210129649369128, + "FN": 6997, + "FP": 26645, + "IoU": 0.8535903908085996, + "TN": 50603772, + "TP": 196138, + "n_pred": 222783, + "n_ref": 203135 + }, + "4": { + "Dice": 0.7839345147072052, + "FN": 535, + "FP": 9073, + "IoU": 0.6446482728012427, + "TN": 50806514, + "TP": 17430, + "n_pred": 26503, + "n_ref": 17965 + }, + "5": { + "Dice": 0.8735023132587291, + "FN": 1799, + "FP": 1400, + "IoU": 0.7754142094917158, + "TN": 50819308, + "TP": 11045, + "n_pred": 12445, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9846896551095896, + "FN": 34474, + "FP": 32754, + "IoU": 0.9698410540827043, + "TN": 48604429, + "TP": 2161895, + "n_pred": 2194649, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.8765822847843711, + "FN": 8322, + "FP": 53639, + "IoU": 0.7802817001297863, + "TN": 50551550, + "TP": 220041, + "n_pred": 273680, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9597082594125764, + "FN": 5552, + "FP": 2624, + "IoU": 0.9225376132186304, + "TN": 50728004, + "TP": 97372, + "n_pred": 99996, + "n_ref": 102924 + }, + "9": { + "Dice": 0.9194086915532976, + "FN": 9791, + "FP": 8674, + "IoU": 0.8508385032958511, + "TN": 50709760, + "TP": 105327, + "n_pred": 114001, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9744383465034658, + "FN": 6080, + "FP": 4721, + "IoU": 0.9501509179689303, + "TN": 76668186, + "TP": 205873, + "n_pred": 210594, + "n_ref": 211953 + }, + "10": { + "Dice": 0.7671545257542923, + "FN": 7432, + "FP": 27489, + "IoU": 0.6222633264105226, + "TN": 76792412, + "TP": 57527, + "n_pred": 85016, + "n_ref": 64959 + }, + "11": { + "Dice": 0.6658390233809228, + "FN": 1265, + "FP": 350, + "IoU": 0.4990694789081886, + "TN": 76881636, + "TP": 1609, + "n_pred": 1959, + "n_ref": 2874 + }, + "12": { + "Dice": 0.5544880592917925, + "FN": 1599, + "FP": 24, + "IoU": 0.3835928598556779, + "TN": 76882227, + "TP": 1010, + "n_pred": 1034, + "n_ref": 2609 + }, + "13": { + "Dice": 0.5570154343928994, + "FN": 17304, + "FP": 23222, + "IoU": 0.38601621089311416, + "TN": 76818855, + "TP": 25479, + "n_pred": 48701, + "n_ref": 42783 + }, + "14": { + "Dice": 0.8555282555282555, + "FN": 6646, + "FP": 18638, + "IoU": 0.7475311292400172, + "TN": 76784713, + "TP": 74863, + "n_pred": 93501, + "n_ref": 81509 + }, + "15": { + "Dice": 0.7181527489206195, + "FN": 15647, + "FP": 3480, + "IoU": 0.5602483044028049, + "TN": 76841365, + "TP": 24368, + "n_pred": 27848, + "n_ref": 40015 + }, + "2": { + "Dice": 0.943535331127547, + "FN": 3945, + "FP": 8018, + "IoU": 0.8931063753741679, + "TN": 76772945, + "TP": 99952, + "n_pred": 107970, + "n_ref": 103897 + }, + "3": { + "Dice": 0.9566192394927221, + "FN": 3988, + "FP": 4485, + "IoU": 0.9168457726090583, + "TN": 76782965, + "TP": 93422, + "n_pred": 97907, + "n_ref": 97410 + }, + "4": { + "Dice": 0.9301748629506622, + "FN": 1636, + "FP": 1854, + "IoU": 0.8694643925792939, + "TN": 76858124, + "TP": 23246, + "n_pred": 25100, + "n_ref": 24882 + }, + "5": { + "Dice": 0.864915834322833, + "FN": 3372, + "FP": 496, + "IoU": 0.7619838779152052, + "TN": 76868609, + "TP": 12383, + "n_pred": 12879, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9718375297395195, + "FN": 22432, + "FP": 41820, + "IoU": 0.9452178598712212, + "TN": 75711996, + "TP": 1108612, + "n_pred": 1150432, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.8980771206983056, + "FN": 12588, + "FP": 21134, + "IoU": 0.8150090515113281, + "TN": 76702570, + "TP": 148568, + "n_pred": 169702, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9555010374391565, + "FN": 4085, + "FP": 2735, + "IoU": 0.9147936682450244, + "TN": 76804819, + "TP": 73221, + "n_pred": 75956, + "n_ref": 77306 + }, + "9": { + "Dice": 0.908183129881135, + "FN": 12459, + "FP": 3577, + "IoU": 0.8318090283604631, + "TN": 76789516, + "TP": 79308, + "n_pred": 82885, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8309964687113485, + "FN": 8676, + "FP": 38465, + "IoU": 0.7108588181896245, + "TN": 130836894, + "TP": 115897, + "n_pred": 154362, + "n_ref": 124573 + }, + "10": { + "Dice": 0.7497792145710281, + "FN": 11293, + "FP": 19590, + "IoU": 0.5997174445582155, + "TN": 130922779, + "TP": 46270, + "n_pred": 65860, + "n_ref": 57563 + }, + "11": { + "Dice": 0.6839995418623296, + "FN": 2582, + "FP": 177, + "IoU": 0.5197563098346388, + "TN": 130994187, + "TP": 2986, + "n_pred": 3163, + "n_ref": 5568 + }, + "12": { + "Dice": 0.5133376111467596, + "FN": 4502, + "FP": 807, + "IoU": 0.3452953508447404, + "TN": 130991823, + "TP": 2800, + "n_pred": 3607, + "n_ref": 7302 + }, + "13": { + "Dice": 0.6406607445259812, + "FN": 35289, + "FP": 13091, + "IoU": 0.47130305547055995, + "TN": 130908424, + "TP": 43128, + "n_pred": 56219, + "n_ref": 78417 + }, + "14": { + "Dice": 0.4756848953782497, + "FN": 650782, + "FP": 291, + "IoU": 0.3120646734628324, + "TN": 130053516, + "TP": 295343, + "n_pred": 295634, + "n_ref": 946125 + }, + "15": { + "Dice": 0.12165463403982367, + "FN": 20853, + "FP": 43506, + "IoU": 0.06476691467100675, + "TN": 130931116, + "TP": 4457, + "n_pred": 47963, + "n_ref": 25310 + }, + "2": { + "Dice": 0.8792102148987162, + "FN": 42030, + "FP": 6556, + "IoU": 0.7844559493547343, + "TN": 130774521, + "TP": 176825, + "n_pred": 183381, + "n_ref": 218855 + }, + "3": { + "Dice": 0.9151216040436216, + "FN": 18165, + "FP": 30970, + "IoU": 0.8435245899029015, + "TN": 130685921, + "TP": 264876, + "n_pred": 295846, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 9415, + "IoU": 0.0, + "TN": 130988237, + "TP": 0, + "n_pred": 9415, + "n_ref": 2280 + }, + "5": { + "Dice": 0.6503979659518019, + "FN": 11952, + "FP": 698, + "IoU": 0.48191833558586233, + "TN": 130975515, + "TP": 11767, + "n_pred": 12465, + "n_ref": 23719 + }, + "6": { + "Dice": 0.9536996240335502, + "FN": 77971, + "FP": 57482, + "IoU": 0.9114969715581285, + "TN": 129469442, + "TP": 1395037, + "n_pred": 1452519, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.7352336795669642, + "FN": 40733, + "FP": 76904, + "IoU": 0.5813197803332016, + "TN": 130718961, + "TP": 163334, + "n_pred": 240238, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9412448119481435, + "FN": 8550, + "FP": 6116, + "IoU": 0.8890108143697167, + "TN": 130867793, + "TP": 117473, + "n_pred": 123589, + "n_ref": 126023 + }, + "9": { + "Dice": 0.7859924678599247, + "FN": 8278, + "FP": 18373, + "IoU": 0.6474362366387978, + "TN": 130924340, + "TP": 48941, + "n_pred": 67314, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.954045842263365, + "FN": 1996, + "FP": 3343, + "IoU": 0.9121296905859118, + "TN": 74365938, + "TP": 55421, + "n_pred": 58764, + "n_ref": 57417 + }, + "10": { + "Dice": 0.7687929133017894, + "FN": 24750, + "FP": 7745, + "IoU": 0.624422098936662, + "TN": 74340178, + "TP": 54025, + "n_pred": 61770, + "n_ref": 78775 + }, + "11": { + "Dice": 0.5272674249052202, + "FN": 1484, + "FP": 137, + "IoU": 0.358019801980198, + "TN": 74424173, + "TP": 904, + "n_pred": 1041, + "n_ref": 2388 + }, + "12": { + "Dice": 0.6475513828977417, + "FN": 1181, + "FP": 208, + "IoU": 0.47879924953095687, + "TN": 74424033, + "TP": 1276, + "n_pred": 1484, + "n_ref": 2457 + }, + "13": { + "Dice": 0.5466599479093939, + "FN": 58306, + "FP": 16365, + "IoU": 0.3761404270962136, + "TN": 74307006, + "TP": 45021, + "n_pred": 61386, + "n_ref": 103327 + }, + "14": { + "Dice": 0.8720552501981574, + "FN": 36670, + "FP": 2716, + "IoU": 0.7731364948073567, + "TN": 74253087, + "TP": 134225, + "n_pred": 136941, + "n_ref": 170895 + }, + "15": { + "Dice": 0.7335007866626183, + "FN": 8931, + "FP": 724, + "IoU": 0.5791561328567693, + "TN": 74403756, + "TP": 13287, + "n_pred": 14011, + "n_ref": 22218 + }, + "2": { + "Dice": 0.9260888931442297, + "FN": 7520, + "FP": 10235, + "IoU": 0.8623515365770459, + "TN": 74297710, + "TP": 111233, + "n_pred": 121468, + "n_ref": 118753 + }, + "3": { + "Dice": 0.9503553190180274, + "FN": 7624, + "FP": 5286, + "IoU": 0.9054066926047231, + "TN": 74290219, + "TP": 123569, + "n_pred": 128855, + "n_ref": 131193 + }, + "4": { + "Dice": 0.7811493018259935, + "FN": 10097, + "FP": 1313, + "IoU": 0.6408900638907248, + "TN": 74394925, + "TP": 20363, + "n_pred": 21676, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9676952210588342, + "FN": 15535, + "FP": 42688, + "IoU": 0.9374123231817238, + "TN": 73496435, + "TP": 872040, + "n_pred": 914728, + "n_ref": 887575 + }, + "7": { + "Dice": 0.8463561360757622, + "FN": 14537, + "FP": 34832, + "IoU": 0.7336372710350967, + "TN": 74241353, + "TP": 135976, + "n_pred": 170808, + "n_ref": 150513 + }, + "8": { + "Dice": 0.9305909075344421, + "FN": 2467, + "FP": 3614, + "IoU": 0.8701916919267387, + "TN": 74379852, + "TP": 40765, + "n_pred": 44379, + "n_ref": 43232 + }, + "9": { + "Dice": 0.8598181085076834, + "FN": 4984, + "FP": 4403, + "IoU": 0.7541060903732809, + "TN": 74388523, + "TP": 28788, + "n_pred": 33191, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9766041778253883, + "FN": 3652, + "FP": 2900, + "IoU": 0.9542780580735655, + "TN": 106503387, + "TP": 136749, + "n_pred": 139649, + "n_ref": 140401 + }, + "10": { + "Dice": 0.8461511680534763, + "FN": 14279, + "FP": 16654, + "IoU": 0.7333293102407821, + "TN": 106530691, + "TP": 85064, + "n_pred": 101718, + "n_ref": 99343 + }, + "11": { + "Dice": 0.4596569250317662, + "FN": 3204, + "FP": 198, + "IoU": 0.29841204372035474, + "TN": 106641839, + "TP": 1447, + "n_pred": 1645, + "n_ref": 4651 + }, + "12": { + "Dice": 0.7047486588515796, + "FN": 1923, + "FP": 1049, + "IoU": 0.5441018561129007, + "TN": 106640169, + "TP": 3547, + "n_pred": 4596, + "n_ref": 5470 + }, + "13": { + "Dice": 0.6857643529656361, + "FN": 17854, + "FP": 3306, + "IoU": 0.5217971027593844, + "TN": 106602439, + "TP": 23089, + "n_pred": 26395, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9481720807726075, + "FN": 2757, + "FP": 4622, + "IoU": 0.9014517141445304, + "TN": 106571811, + "TP": 67498, + "n_pred": 72120, + "n_ref": 70255 + }, + "15": { + "Dice": 0.7884790824970677, + "FN": 8411, + "FP": 1327, + "IoU": 0.6508175559380379, + "TN": 106618800, + "TP": 18150, + "n_pred": 19477, + "n_ref": 26561 + }, + "2": { + "Dice": 0.8613681991121444, + "FN": 41439, + "FP": 5310, + "IoU": 0.7564940645786346, + "TN": 106454705, + "TP": 145234, + "n_pred": 150544, + "n_ref": 186673 + }, + "3": { + "Dice": 0.8604380371499861, + "FN": 3071, + "FP": 44752, + "IoU": 0.7550603347606072, + "TN": 106451444, + "TP": 147421, + "n_pred": 192173, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8518232596158213, + "FN": 704, + "FP": 2559, + "IoU": 0.741892105679481, + "TN": 106634046, + "TP": 9379, + "n_pred": 11938, + "n_ref": 10083 + }, + "5": { + "Dice": 0.7498424700693131, + "FN": 1467, + "FP": 518, + "IoU": 0.5997983870967742, + "TN": 106641728, + "TP": 2975, + "n_pred": 3493, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9771222817104663, + "FN": 28096, + "FP": 30180, + "IoU": 0.9552679310919197, + "TN": 105343909, + "TP": 1244503, + "n_pred": 1274683, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.9565966507418248, + "FN": 14268, + "FP": 15004, + "IoU": 0.9168042746095582, + "TN": 106294843, + "TP": 322573, + "n_pred": 337577, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9463927189797617, + "FN": 3389, + "FP": 4274, + "IoU": 0.8982404886793706, + "TN": 106571383, + "TP": 67642, + "n_pred": 71916, + "n_ref": 71031 + }, + "9": { + "Dice": 0.8929038115862898, + "FN": 12311, + "FP": 5146, + "IoU": 0.8065277623850161, + "TN": 106556458, + "TP": 72773, + "n_pred": 77919, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9612761031503633, + "FN": 7762, + "FP": 4080, + "IoU": 0.925439480179318, + "TN": 107968104, + "TP": 146982, + "n_pred": 151062, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8401799429449199, + "FN": 4567, + "FP": 24565, + "IoU": 0.7244054263712562, + "TN": 108021222, + "TP": 76574, + "n_pred": 101139, + "n_ref": 81141 + }, + "11": { + "Dice": 0.5524017467248908, + "FN": 1772, + "FP": 278, + "IoU": 0.3815987933634992, + "TN": 108123613, + "TP": 1265, + "n_pred": 1543, + "n_ref": 3037 + }, + "12": { + "Dice": 0.7259858442871587, + "FN": 1461, + "FP": 436, + "IoU": 0.5698412698412698, + "TN": 108122518, + "TP": 2513, + "n_pred": 2949, + "n_ref": 3974 + }, + "13": { + "Dice": 0.7748537613002632, + "FN": 20595, + "FP": 12429, + "IoU": 0.6324581807659347, + "TN": 108037077, + "TP": 56827, + "n_pred": 69256, + "n_ref": 77422 + }, + "14": { + "Dice": 0.7438125695216907, + "FN": 7796, + "FP": 14314, + "IoU": 0.592119099009353, + "TN": 108072721, + "TP": 32097, + "n_pred": 46411, + "n_ref": 39893 + }, + "15": { + "Dice": 0.7337476390665936, + "FN": 3145, + "FP": 14335, + "IoU": 0.5794639849877303, + "TN": 108085362, + "TP": 24086, + "n_pred": 38421, + "n_ref": 27231 + }, + "2": { + "Dice": 0.962104992720733, + "FN": 10646, + "FP": 3514, + "IoU": 0.9269771855274558, + "TN": 107933016, + "TP": 179752, + "n_pred": 183266, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9625425074833533, + "FN": 11158, + "FP": 3558, + "IoU": 0.9277898269821486, + "TN": 107923134, + "TP": 189078, + "n_pred": 192636, + "n_ref": 200236 + }, + "4": { + "Dice": 0.9534006169327064, + "FN": 1474, + "FP": 1638, + "IoU": 0.9109508684579506, + "TN": 108091981, + "TP": 31835, + "n_pred": 33473, + "n_ref": 33309 + }, + "5": { + "Dice": 0.7203542725930786, + "FN": 1681, + "FP": 24, + "IoU": 0.5629325813893873, + "TN": 108123027, + "TP": 2196, + "n_pred": 2220, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9749919607678681, + "FN": 43744, + "FP": 29903, + "IoU": 0.9512042086013953, + "TN": 106617638, + "TP": 1435643, + "n_pred": 1465546, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.9521962433589876, + "FN": 8693, + "FP": 16177, + "IoU": 0.9087543705812644, + "TN": 107854367, + "TP": 247691, + "n_pred": 263868, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9421931077737901, + "FN": 2611, + "FP": 2366, + "IoU": 0.8907042624678833, + "TN": 108081391, + "TP": 40560, + "n_pred": 42926, + "n_ref": 43171 + }, + "9": { + "Dice": 0.8987868677216112, + "FN": 6246, + "FP": 6252, + "IoU": 0.8161788498308575, + "TN": 108058938, + "TP": 55492, + "n_pred": 61744, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8363796583188834, + "FN": 6801, + "FP": 39247, + "IoU": 0.7187736655673629, + "TN": 62406420, + "TP": 117692, + "n_pred": 156939, + "n_ref": 124493 + }, + "10": { + "Dice": 0.886486659364031, + "FN": 3710, + "FP": 10487, + "IoU": 0.7961167837088736, + "TN": 62500527, + "TP": 55436, + "n_pred": 65923, + "n_ref": 59146 + }, + "11": { + "Dice": 0.5760622770029192, + "FN": 1164, + "FP": 143, + "IoU": 0.40455580865603646, + "TN": 62567965, + "TP": 888, + "n_pred": 1031, + "n_ref": 2052 + }, + "12": { + "Dice": 0.631892342503275, + "FN": 1614, + "FP": 1477, + "IoU": 0.4618732590529248, + "TN": 62564416, + "TP": 2653, + "n_pred": 4130, + "n_ref": 4267 + }, + "13": { + "Dice": 0.7650616605137067, + "FN": 7619, + "FP": 13318, + "IoU": 0.6195140567357843, + "TN": 62515133, + "TP": 34090, + "n_pred": 47408, + "n_ref": 41709 + }, + "14": { + "Dice": 0.8994845281414359, + "FN": 62502, + "FP": 2744, + "IoU": 0.8173301976594434, + "TN": 62212980, + "TP": 291934, + "n_pred": 294678, + "n_ref": 354436 + }, + "15": { + "Dice": 0.548447274238845, + "FN": 37244, + "FP": 51832, + "IoU": 0.37783489673188003, + "TN": 62426989, + "TP": 54095, + "n_pred": 105927, + "n_ref": 91339 + }, + "2": { + "Dice": 0.9325126441067337, + "FN": 11951, + "FP": 10493, + "IoU": 0.873558491310104, + "TN": 62392655, + "TP": 155061, + "n_pred": 165554, + "n_ref": 167012 + }, + "3": { + "Dice": 0.9478472648510528, + "FN": 10245, + "FP": 10655, + "IoU": 0.9008647064124882, + "TN": 62359337, + "TP": 189923, + "n_pred": 200578, + "n_ref": 200168 + }, + "4": { + "Dice": 0.9015425554031018, + "FN": 1797, + "FP": 2939, + "IoU": 0.8207350770278966, + "TN": 62543741, + "TP": 21683, + "n_pred": 24622, + "n_ref": 23480 + }, + "5": { + "Dice": 0.5491192708789764, + "FN": 5042, + "FP": 103, + "IoU": 0.3784730611258758, + "TN": 62561882, + "TP": 3133, + "n_pred": 3236, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9684423707601251, + "FN": 63143, + "FP": 27733, + "IoU": 0.9388155768609285, + "TN": 61084880, + "TP": 1394404, + "n_pred": 1422137, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.8743179311190097, + "FN": 9058, + "FP": 42214, + "IoU": 0.7767005936126754, + "TN": 62340549, + "TP": 178339, + "n_pred": 220553, + "n_ref": 187397 + }, + "8": { + "Dice": 0.8892025119859545, + "FN": 4283, + "FP": 12125, + "IoU": 0.8005082128658099, + "TN": 62487911, + "TP": 65841, + "n_pred": 77966, + "n_ref": 70124 + }, + "9": { + "Dice": 0.7881792084414521, + "FN": 3882, + "FP": 20689, + "IoU": 0.6504090488724479, + "TN": 62499875, + "TP": 45714, + "n_pred": 66403, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.922608801066796, + "FN": 14337, + "FP": 30351, + "IoU": 0.8563359362693251, + "TN": 55070189, + "TP": 266371, + "n_pred": 296722, + "n_ref": 280708 + }, + "10": { + "Dice": 0.838782706610958, + "FN": 5803, + "FP": 21400, + "IoU": 0.7223305331278261, + "TN": 55283279, + "TP": 70766, + "n_pred": 92166, + "n_ref": 76569 + }, + "11": { + "Dice": 0.6147805356892442, + "FN": 2135, + "FP": 612, + "IoU": 0.44381453735574, + "TN": 55376309, + "TP": 2192, + "n_pred": 2804, + "n_ref": 4327 + }, + "12": { + "Dice": 0.7026329375322664, + "FN": 2006, + "FP": 298, + "IoU": 0.54158376442499, + "TN": 55376222, + "TP": 2722, + "n_pred": 3020, + "n_ref": 4728 + }, + "13": { + "Dice": 0.737994472631275, + "FN": 10143, + "FP": 21616, + "IoU": 0.5847791127904088, + "TN": 55304761, + "TP": 44728, + "n_pred": 66344, + "n_ref": 54871 + }, + "14": { + "Dice": 0.9370847786087216, + "FN": 4278, + "FP": 7929, + "IoU": 0.8816176114047423, + "TN": 55278133, + "TP": 90908, + "n_pred": 98837, + "n_ref": 95186 + }, + "15": { + "Dice": 0.8010628892807017, + "FN": 7669, + "FP": 32160, + "IoU": 0.6681442105000042, + "TN": 55261229, + "TP": 80190, + "n_pred": 112350, + "n_ref": 87859 + }, + "2": { + "Dice": 0.9474425353111429, + "FN": 6979, + "FP": 13922, + "IoU": 0.9001337856562664, + "TN": 55171958, + "TP": 188389, + "n_pred": 202311, + "n_ref": 195368 + }, + "3": { + "Dice": 0.9466305119907997, + "FN": 15970, + "FP": 2964, + "IoU": 0.8986690071874682, + "TN": 55194395, + "TP": 167919, + "n_pred": 170883, + "n_ref": 183889 + }, + "4": { + "Dice": 0.8337182448036952, + "FN": 1994, + "FP": 166, + "IoU": 0.7148514851485148, + "TN": 55373673, + "TP": 5415, + "n_pred": 5581, + "n_ref": 7409 + }, + "5": { + "Dice": 0.6180638962286812, + "FN": 3067, + "FP": 113, + "IoU": 0.44724491569615854, + "TN": 55375495, + "TP": 2573, + "n_pred": 2686, + "n_ref": 5640 + }, + "6": { + "Dice": 0.967712115185235, + "FN": 64660, + "FP": 31041, + "IoU": 0.9374440303141623, + "TN": 53851402, + "TP": 1434145, + "n_pred": 1465186, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.9281300683007059, + "FN": 12730, + "FP": 12440, + "IoU": 0.8658980356219997, + "TN": 55193555, + "TP": 162523, + "n_pred": 174963, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9315491722856606, + "FN": 2428, + "FP": 4130, + "IoU": 0.871869016451096, + "TN": 55330066, + "TP": 44624, + "n_pred": 48754, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8720447002166213, + "FN": 4017, + "FP": 9746, + "IoU": 0.773119910322772, + "TN": 55320586, + "TP": 46899, + "n_pred": 56645, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9771228305455003, + "FN": 8956, + "FP": 4145, + "IoU": 0.9552689802105954, + "TN": 110853731, + "TP": 279783, + "n_pred": 283928, + "n_ref": 288739 + }, + "10": { + "Dice": 0.842788584146709, + "FN": 9570, + "FP": 17554, + "IoU": 0.7282926633810154, + "TN": 111046787, + "TP": 72704, + "n_pred": 90258, + "n_ref": 82274 + }, + "11": { + "Dice": 0.739740676380163, + "FN": 867, + "FP": 1080, + "IoU": 0.5869749681798897, + "TN": 111141901, + "TP": 2767, + "n_pred": 3847, + "n_ref": 3634 + }, + "12": { + "Dice": 0.6958424507658644, + "FN": 1355, + "FP": 174, + "IoU": 0.5335570469798657, + "TN": 111143337, + "TP": 1749, + "n_pred": 1923, + "n_ref": 3104 + }, + "13": { + "Dice": 0.7759151783860978, + "FN": 15868, + "FP": 11121, + "IoU": 0.633873702774198, + "TN": 111072900, + "TP": 46726, + "n_pred": 57847, + "n_ref": 62594 + }, + "14": { + "Dice": 0.8639640337958298, + "FN": 7678, + "FP": 2852, + "IoU": 0.7605076419213974, + "TN": 111102647, + "TP": 33438, + "n_pred": 36290, + "n_ref": 41116 + }, + "15": { + "Dice": 0.811444705882353, + "FN": 3810, + "FP": 6207, + "IoU": 0.6827151499794115, + "TN": 111115044, + "TP": 21554, + "n_pred": 27761, + "n_ref": 25364 + }, + "2": { + "Dice": 0.9476870537100279, + "FN": 9367, + "FP": 6809, + "IoU": 0.900575306092344, + "TN": 110983919, + "TP": 146520, + "n_pred": 153329, + "n_ref": 155887 + }, + "3": { + "Dice": 0.9556538876912539, + "FN": 17145, + "FP": 3961, + "IoU": 0.915073916997288, + "TN": 110898093, + "TP": 227416, + "n_pred": 231377, + "n_ref": 244561 + }, + "4": { + "Dice": 0.907634503992068, + "FN": 1445, + "FP": 2095, + "IoU": 0.8308890268953327, + "TN": 111125682, + "TP": 17393, + "n_pred": 19488, + "n_ref": 18838 + }, + "5": { + "Dice": 0.8611339359079704, + "FN": 575, + "FP": 777, + "IoU": 0.7561327561327561, + "TN": 111141071, + "TP": 4192, + "n_pred": 4969, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9792933258275288, + "FN": 22021, + "FP": 44888, + "IoU": 0.9594267879373692, + "TN": 109497522, + "TP": 1582184, + "n_pred": 1627072, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.5995813158742977, + "FN": 205707, + "FP": 25353, + "IoU": 0.42814432760058707, + "TN": 110742562, + "TP": 172993, + "n_pred": 198346, + "n_ref": 378700 + }, + "8": { + "Dice": 0.938362983975503, + "FN": 5624, + "FP": 4219, + "IoU": 0.8838830690826727, + "TN": 111061847, + "TP": 74925, + "n_pred": 79144, + "n_ref": 80549 + }, + "9": { + "Dice": 0.8910669024999545, + "FN": 6987, + "FP": 4961, + "IoU": 0.8035353120118391, + "TN": 111085800, + "TP": 48867, + "n_pred": 53828, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9691203653365228, + "FN": 6105, + "FP": 6391, + "IoU": 0.940090707731252, + "TN": 96912443, + "TP": 196086, + "n_pred": 202477, + "n_ref": 202191 + }, + "10": { + "Dice": 0.8899166817484098, + "FN": 8019, + "FP": 8404, + "IoU": 0.8016665660286214, + "TN": 97038220, + "TP": 66382, + "n_pred": 74786, + "n_ref": 74401 + }, + "11": { + "Dice": 0.5169902912621359, + "FN": 2421, + "FP": 365, + "IoU": 0.3486088379705401, + "TN": 97116748, + "TP": 1491, + "n_pred": 1856, + "n_ref": 3912 + }, + "12": { + "Dice": 0.4689445289804952, + "FN": 3588, + "FP": 251, + "IoU": 0.30628839898807375, + "TN": 97115491, + "TP": 1695, + "n_pred": 1946, + "n_ref": 5283 + }, + "13": { + "Dice": 0.8739967587590678, + "FN": 6070, + "FP": 6992, + "IoU": 0.7761938214279595, + "TN": 97062662, + "TP": 45301, + "n_pred": 52293, + "n_ref": 51371 + }, + "14": { + "Dice": 0.8847824604610306, + "FN": 23014, + "FP": 5711, + "IoU": 0.7933720813132112, + "TN": 96982007, + "TP": 110293, + "n_pred": 116004, + "n_ref": 133307 + }, + "15": { + "Dice": 0.8638422522986791, + "FN": 4801, + "FP": 15279, + "IoU": 0.7603189381460527, + "TN": 97037247, + "TP": 63698, + "n_pred": 78977, + "n_ref": 68499 + }, + "2": { + "Dice": 0.9450795206747885, + "FN": 6386, + "FP": 12327, + "IoU": 0.895877499012358, + "TN": 96941304, + "TP": 161008, + "n_pred": 173335, + "n_ref": 167394 + }, + "3": { + "Dice": 0.9446757470561777, + "FN": 15069, + "FP": 8916, + "IoU": 0.8951521244972898, + "TN": 96892265, + "TP": 204775, + "n_pred": 213691, + "n_ref": 219844 + }, + "4": { + "Dice": 0.8796257151715002, + "FN": 1628, + "FP": 2643, + "IoU": 0.7851177299255383, + "TN": 97101149, + "TP": 15605, + "n_pred": 18248, + "n_ref": 17233 + }, + "5": { + "Dice": 0.5621004566210046, + "FN": 7534, + "FP": 138, + "IoU": 0.39091775166719595, + "TN": 97108429, + "TP": 4924, + "n_pred": 5062, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9812860089285573, + "FN": 33077, + "FP": 26218, + "IoU": 0.9632595777903079, + "TN": 95507135, + "TP": 1554595, + "n_pred": 1580813, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.9442078060675252, + "FN": 22410, + "FP": 13558, + "IoU": 0.8943121681461436, + "TN": 96780702, + "TP": 304355, + "n_pred": 317913, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9475597039856649, + "FN": 6509, + "FP": 3851, + "IoU": 0.9003453284467915, + "TN": 97017066, + "TP": 93599, + "n_pred": 97450, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9269280266172824, + "FN": 6852, + "FP": 7116, + "IoU": 0.8638078801883757, + "TN": 97018464, + "TP": 88593, + "n_pred": 95709, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.973571139653975, + "FN": 5784, + "FP": 4605, + "IoU": 0.9485032789566821, + "TN": 78854664, + "TP": 191352, + "n_pred": 195957, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8283394034369845, + "FN": 7382, + "FP": 28109, + "IoU": 0.7069789714417813, + "TN": 78935284, + "TP": 85630, + "n_pred": 113739, + "n_ref": 93012 + }, + "11": { + "Dice": 0.582, + "FN": 1554, + "FP": 536, + "IoU": 0.4104372355430183, + "TN": 79052860, + "TP": 1455, + "n_pred": 1991, + "n_ref": 3009 + }, + "12": { + "Dice": 0.47029183287843795, + "FN": 1884, + "FP": 639, + "IoU": 0.30743892396376615, + "TN": 79052762, + "TP": 1120, + "n_pred": 1759, + "n_ref": 3004 + }, + "13": { + "Dice": 0.7327739441594027, + "FN": 18273, + "FP": 16154, + "IoU": 0.5782503767043575, + "TN": 78974776, + "TP": 47202, + "n_pred": 63356, + "n_ref": 65475 + }, + "14": { + "Dice": 0.4440994993985021, + "FN": 26434, + "FP": 2216, + "IoU": 0.28542924128298497, + "TN": 79016311, + "TP": 11444, + "n_pred": 13660, + "n_ref": 37878 + }, + "15": { + "Dice": 0.6449521348446585, + "FN": 11078, + "FP": 19149, + "IoU": 0.47596262200724676, + "TN": 78998724, + "TP": 27454, + "n_pred": 46603, + "n_ref": 38532 + }, + "2": { + "Dice": 0.9350832288320479, + "FN": 3879, + "FP": 11237, + "IoU": 0.878081042715189, + "TN": 78932421, + "TP": 108868, + "n_pred": 120105, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9398182516318956, + "FN": 11238, + "FP": 2868, + "IoU": 0.8864689974888932, + "TN": 78932157, + "TP": 110142, + "n_pred": 113010, + "n_ref": 121380 + }, + "4": { + "Dice": 0.820935960591133, + "FN": 1816, + "FP": 1092, + "IoU": 0.6962607060789638, + "TN": 79046831, + "TP": 6666, + "n_pred": 7758, + "n_ref": 8482 + }, + "5": { + "Dice": 0.7800048297512678, + "FN": 1728, + "FP": 94, + "IoU": 0.6393507521773555, + "TN": 79051353, + "TP": 3230, + "n_pred": 3324, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9767762599408122, + "FN": 31090, + "FP": 30136, + "IoU": 0.9546067215800829, + "TN": 77707615, + "TP": 1287564, + "n_pred": 1317700, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.939528314963105, + "FN": 43546, + "FP": 11861, + "IoU": 0.8859532302650943, + "TN": 78570578, + "TP": 430420, + "n_pred": 442281, + "n_ref": 473966 + }, + "8": { + "Dice": 0.9180653339238535, + "FN": 1470, + "FP": 3895, + "IoU": 0.8485404550844108, + "TN": 79020983, + "TP": 30057, + "n_pred": 33952, + "n_ref": 31527 + }, + "9": { + "Dice": 0.9149364080762101, + "FN": 7374, + "FP": 4511, + "IoU": 0.8432099416901929, + "TN": 78980603, + "TP": 63917, + "n_pred": 68428, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9644834055904768, + "FN": 5950, + "FP": 10803, + "IoU": 0.9314031381027253, + "TN": 122467716, + "TP": 227471, + "n_pred": 238274, + "n_ref": 233421 + }, + "10": { + "Dice": 0.811776618399604, + "FN": 21006, + "FP": 20447, + "IoU": 0.683185191412609, + "TN": 122581097, + "TP": 89390, + "n_pred": 109837, + "n_ref": 110396 + }, + "11": { + "Dice": 0.25648356136410044, + "FN": 3554, + "FP": 87, + "IoU": 0.1471070508315765, + "TN": 122707671, + "TP": 628, + "n_pred": 715, + "n_ref": 4182 + }, + "12": { + "Dice": 0.3570891110394496, + "FN": 4629, + "FP": 1352, + "IoU": 0.2173514786705051, + "TN": 122704298, + "TP": 1661, + "n_pred": 3013, + "n_ref": 6290 + }, + "13": { + "Dice": 0.48352100788438973, + "FN": 30312, + "FP": 19866, + "IoU": 0.31884451442999484, + "TN": 122638274, + "TP": 23488, + "n_pred": 43354, + "n_ref": 53800 + }, + "14": { + "Dice": 0.907387162267687, + "FN": 14735, + "FP": 4241, + "IoU": 0.8304745568896512, + "TN": 122600004, + "TP": 92960, + "n_pred": 97201, + "n_ref": 107695 + }, + "15": { + "Dice": 0.8842894521029406, + "FN": 5801, + "FP": 6051, + "IoU": 0.7925796289814491, + "TN": 122654800, + "TP": 45288, + "n_pred": 51339, + "n_ref": 51089 + }, + "2": { + "Dice": 0.7427255472164661, + "FN": 51636, + "FP": 7462, + "IoU": 0.5907425746002507, + "TN": 122567537, + "TP": 85305, + "n_pred": 92767, + "n_ref": 136941 + }, + "3": { + "Dice": 0.817670847899102, + "FN": 2732, + "FP": 61108, + "IoU": 0.6915763232651169, + "TN": 122504952, + "TP": 143148, + "n_pred": 204256, + "n_ref": 145880 + }, + "4": { + "Dice": 0.8045751633986928, + "FN": 10080, + "FP": 16830, + "IoU": 0.6730453799890651, + "TN": 122629635, + "TP": 55395, + "n_pred": 72225, + "n_ref": 65475 + }, + "5": { + "Dice": 0.5317536735462804, + "FN": 10858, + "FP": 327, + "IoU": 0.3621692518248175, + "TN": 122694404, + "TP": 6351, + "n_pred": 6678, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9789555898305095, + "FN": 45661, + "FP": 25930, + "IoU": 0.9587786584797086, + "TN": 120975194, + "TP": 1665155, + "n_pred": 1691085, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.78541662250673, + "FN": 103054, + "FP": 150031, + "IoU": 0.6466551716916461, + "TN": 121995685, + "TP": 463170, + "n_pred": 613201, + "n_ref": 566224 + }, + "8": { + "Dice": 0.9070357490024881, + "FN": 7216, + "FP": 19275, + "IoU": 0.8298860170171777, + "TN": 122556215, + "TP": 129234, + "n_pred": 148509, + "n_ref": 136450 + }, + "9": { + "Dice": 0.8859288245621991, + "FN": 6374, + "FP": 11233, + "IoU": 0.7952174368159667, + "TN": 122625961, + "TP": 68372, + "n_pred": 79605, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/loop_001/summary_cross_val.json b/nnActive_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/loop_001/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..04a307efad00eea451872485cd353828e99a0f32 --- /dev/null +++ b/nnActive_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/loop_001/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.5218610247488276, + "FN": 4355.875555555556, + "FP": 6447.186666666669, + "IoU": 0.4347620016583882, + "TN": 1956780.2755555555, + "TP": 18379.32888888889, + "n_pred": 24826.515555555565, + "n_ref": 22735.20444444444 + }, + "mean": { + "1": { + "Dice": 0.5384238964776574, + "FN": 1039.0666666666666, + "FP": 2271.4666666666667, + "IoU": 0.5071075368710791, + "TN": 1954312.0666666667, + "TP": 28340.066666666666, + "n_pred": 30611.533333333333, + "n_ref": 29379.133333333335 + }, + "10": { + "Dice": 0.6332360131000109, + "FN": 2906.2, + "FP": 3437.1, + "IoU": 0.5118205796559939, + "TN": 1970392.9666666666, + "TP": 9226.4, + "n_pred": 12663.5, + "n_ref": 12132.6 + }, + "11": { + "Dice": 0.2549272154257198, + "FN": 163.83333333333334, + "FP": 218.23333333333332, + "IoU": 0.18851089173883434, + "TN": 1985377.7, + "TP": 202.9, + "n_pred": 421.1333333333333, + "n_ref": 366.73333333333335 + }, + "12": { + "Dice": 0.28419851608575114, + "FN": 326.1, + "FP": 186.03333333333333, + "IoU": 0.21239607630259777, + "TN": 1985094.6, + "TP": 355.93333333333334, + "n_pred": 541.9666666666667, + "n_ref": 682.0333333333333 + }, + "13": { + "Dice": 0.42176606626737284, + "FN": 3553.0, + "FP": 3096.6666666666665, + "IoU": 0.3131055042229136, + "TN": 1974244.7333333334, + "TP": 5068.266666666666, + "n_pred": 8164.933333333333, + "n_ref": 8621.266666666666 + }, + "14": { + "Dice": 0.38955625686444717, + "FN": 2481.766666666667, + "FP": 23970.466666666667, + "IoU": 0.3203232554104287, + "TN": 1951740.9333333333, + "TP": 7769.5, + "n_pred": 31739.966666666667, + "n_ref": 10251.266666666666 + }, + "15": { + "Dice": 0.44129051287229243, + "FN": 7865.566666666667, + "FP": 3287.6666666666665, + "IoU": 0.33386477766394634, + "TN": 1966086.9333333333, + "TP": 8722.5, + "n_pred": 12010.166666666666, + "n_ref": 16588.066666666666 + }, + "2": { + "Dice": 0.5277282976699545, + "FN": 4552.866666666667, + "FP": 1294.5666666666666, + "IoU": 0.43759121170091814, + "TN": 1971212.0, + "TP": 8903.233333333334, + "n_pred": 10197.8, + "n_ref": 13456.1 + }, + "3": { + "Dice": 0.4787366607821724, + "FN": 1170.3333333333333, + "FP": 7041.066666666667, + "IoU": 0.42739404621691923, + "TN": 1963707.9666666666, + "TP": 14043.3, + "n_pred": 21084.366666666665, + "n_ref": 15213.633333333333 + }, + "4": { + "Dice": 0.454068152873384, + "FN": 2777.5333333333333, + "FP": 1127.5333333333333, + "IoU": 0.35150065944212694, + "TN": 1979507.2, + "TP": 2550.4, + "n_pred": 3677.9333333333334, + "n_ref": 5327.933333333333 + }, + "5": { + "Dice": 0.5245449468432429, + "FN": 672.6, + "FP": 641.6333333333333, + "IoU": 0.4135788985863072, + "TN": 1982683.0333333334, + "TP": 1965.4, + "n_pred": 2607.0333333333333, + "n_ref": 2638.0 + }, + "6": { + "Dice": 0.7628058972889146, + "FN": 28389.8, + "FP": 19379.166666666668, + "IoU": 0.6766924667790154, + "TN": 1824092.2333333334, + "TP": 114101.46666666666, + "n_pred": 133480.63333333333, + "n_ref": 142491.26666666666 + }, + "7": { + "Dice": 0.6103249952331644, + "FN": 6727.666666666667, + "FP": 27239.366666666665, + "IoU": 0.5163941633280011, + "TN": 1897703.7666666666, + "TP": 54291.86666666667, + "n_pred": 81531.23333333334, + "n_ref": 61019.53333333333 + }, + "8": { + "Dice": 0.8088482995374942, + "FN": 1103.9333333333334, + "FP": 1467.8333333333333, + "IoU": 0.7215184816297189, + "TN": 1970986.9, + "TP": 12404.0, + "n_pred": 13871.833333333334, + "n_ref": 13507.933333333332 + }, + "9": { + "Dice": 0.6974596439108341, + "FN": 1607.8666666666666, + "FP": 2049.0, + "IoU": 0.589631475327021, + "TN": 1974561.1, + "TP": 7744.7, + "n_pred": 9793.7, + "n_ref": 9352.566666666668 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8216609589041096, + "FN": 1300, + "FP": 2866, + "IoU": 0.6973043667804985, + "TN": 1738557, + "TP": 9597, + "n_pred": 12463, + "n_ref": 10897 + }, + "11": { + "Dice": 0.0, + "FN": 380, + "FP": 0, + "IoU": 0.0, + "TN": 1751940, + "TP": 0, + "n_pred": 0, + "n_ref": 380 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6911514513724458, + "FN": 13272, + "FP": 4337, + "IoU": 0.5280606775300172, + "TN": 1715008, + "TP": 19703, + "n_pred": 24040, + "n_ref": 32975 + }, + "14": { + "Dice": 0.5497630331753555, + "FN": 327, + "FP": 148, + "IoU": 0.3790849673202614, + "TN": 1751555, + "TP": 290, + "n_pred": 438, + "n_ref": 617 + }, + "15": { + "Dice": 0.6824839877471457, + "FN": 691, + "FP": 5010, + "IoU": 0.5180081163341225, + "TN": 1740492, + "TP": 6127, + "n_pred": 11137, + "n_ref": 6818 + }, + "2": { + "Dice": 0.7242424242424242, + "FN": 1531, + "FP": 107, + "IoU": 0.5676959619952494, + "TN": 1748531, + "TP": 2151, + "n_pred": 2258, + "n_ref": 3682 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1231, + "IoU": 0.0, + "TN": 1751089, + "TP": 0, + "n_pred": 1231, + "n_ref": 0 + }, + "4": { + "Dice": 0.7465069860279441, + "FN": 124, + "FP": 130, + "IoU": 0.5955414012738853, + "TN": 1751692, + "TP": 374, + "n_pred": 504, + "n_ref": 498 + }, + "5": { + "Dice": 0.7359084406294707, + "FN": 2243, + "FP": 2372, + "IoU": 0.5821638750565867, + "TN": 1741275, + "TP": 6430, + "n_pred": 8802, + "n_ref": 8673 + }, + "6": { + "Dice": 0.9462057800484506, + "FN": 5434, + "FP": 3737, + "IoU": 0.8979037483162078, + "TN": 1662493, + "TP": 80656, + "n_pred": 84393, + "n_ref": 86090 + }, + "7": { + "Dice": 0.8013427906221235, + "FN": 16200, + "FP": 2145, + "IoU": 0.6685337428855361, + "TN": 1696975, + "TP": 37000, + "n_pred": 39145, + "n_ref": 53200 + }, + "8": { + "Dice": 0.7022762104785151, + "FN": 838, + "FP": 4407, + "IoU": 0.5411600034992564, + "TN": 1740889, + "TP": 6186, + "n_pred": 10593, + "n_ref": 7024 + }, + "9": { + "Dice": 0.8658514437919971, + "FN": 1245, + "FP": 3187, + "IoU": 0.7634374165999466, + "TN": 1733585, + "TP": 14303, + "n_pred": 17490, + "n_ref": 15548 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9600131421282517, + "FN": 1855, + "FP": 2283, + "IoU": 0.9231012246566687, + "TN": 1873741, + "TP": 49673, + "n_pred": 51956, + "n_ref": 51528 + }, + "10": { + "Dice": 0.23823760818253345, + "FN": 13097, + "FP": 1426, + "IoU": 0.13522686673812076, + "TN": 1910758, + "TP": 2271, + "n_pred": 3697, + "n_ref": 15368 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 32, + "IoU": 0.0, + "TN": 1927520, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 32, + "IoU": 0.0, + "TN": 1927520, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + }, + "13": { + "Dice": 0.21854538034909388, + "FN": 23776, + "FP": 18353, + "IoU": 0.1226780508121616, + "TN": 1879532, + "TP": 5891, + "n_pred": 24244, + "n_ref": 29667 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8127799343087488, + "FN": 249, + "FP": 378, + "IoU": 0.6846076458752515, + "TN": 1925564, + "TP": 1361, + "n_pred": 1739, + "n_ref": 1610 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 205, + "IoU": 0.0, + "TN": 1927347, + "TP": 0, + "n_pred": 205, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.2442489851150203, + "FN": 55, + "FP": 2179, + "IoU": 0.13911368015414258, + "TN": 1924957, + "TP": 361, + "n_pred": 2540, + "n_ref": 416 + }, + "7": { + "Dice": 0.43792766373411535, + "FN": 2388, + "FP": 13137, + "IoU": 0.28035043804755944, + "TN": 1905979, + "TP": 6048, + "n_pred": 19185, + "n_ref": 8436 + }, + "8": { + "Dice": 0.9183879093198992, + "FN": 3481, + "FP": 5591, + "IoU": 0.8490917559385188, + "TN": 1867436, + "TP": 51044, + "n_pred": 56635, + "n_ref": 54525 + }, + "9": { + "Dice": 0.7362921909780584, + "FN": 2762, + "FP": 3043, + "IoU": 0.5826443310086994, + "TN": 1913643, + "TP": 8104, + "n_pred": 11147, + "n_ref": 10866 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4557215100552746, + "FN": 466, + "FP": 27302, + "IoU": 0.2951031909222451, + "TN": 3114783, + "TP": 11625, + "n_pred": 38927, + "n_ref": 12091 + }, + "10": { + "Dice": 0.0, + "FN": 229, + "FP": 3616, + "IoU": 0.0, + "TN": 3150331, + "TP": 0, + "n_pred": 3616, + "n_ref": 229 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 2534, + "IoU": 0.0, + "TN": 3151642, + "TP": 0, + "n_pred": 2534, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2705, + "FP": 0, + "IoU": 0.0, + "TN": 3151471, + "TP": 0, + "n_pred": 0, + "n_ref": 2705 + }, + "13": { + "Dice": 0.4198700092850511, + "FN": 3286, + "FP": 2962, + "IoU": 0.26571865084028673, + "TN": 3145667, + "TP": 2261, + "n_pred": 5223, + "n_ref": 5547 + }, + "14": { + "Dice": 0.0, + "FN": 12161, + "FP": 324399, + "IoU": 0.0, + "TN": 2817616, + "TP": 0, + "n_pred": 324399, + "n_ref": 12161 + }, + "15": { + "Dice": 0.7116941811562363, + "FN": 1864, + "FP": 11915, + "IoU": 0.5524264275969597, + "TN": 3123390, + "TP": 17007, + "n_pred": 28922, + "n_ref": 18871 + }, + "2": { + "Dice": 0.8161617378990343, + "FN": 9752, + "FP": 2451, + "IoU": 0.6894199689496322, + "TN": 3114885, + "TP": 27088, + "n_pred": 29539, + "n_ref": 36840 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 35924, + "IoU": 0.0, + "TN": 3118252, + "TP": 0, + "n_pred": 35924, + "n_ref": 0 + }, + "4": { + "Dice": 0.6533481582439654, + "FN": 3251, + "FP": 6414, + "IoU": 0.48516486443296225, + "TN": 3135403, + "TP": 9108, + "n_pred": 15522, + "n_ref": 12359 + }, + "5": { + "Dice": 0.6647987022563043, + "FN": 5129, + "FP": 3963, + "IoU": 0.4979014800088359, + "TN": 3136068, + "TP": 9016, + "n_pred": 12979, + "n_ref": 14145 + }, + "6": { + "Dice": 0.756308285989924, + "FN": 2151, + "FP": 54684, + "IoU": 0.6081155622974557, + "TN": 3009146, + "TP": 88195, + "n_pred": 142879, + "n_ref": 90346 + }, + "7": { + "Dice": 0.6768629202422674, + "FN": 1242, + "FP": 69663, + "IoU": 0.5115591805243652, + "TN": 3009010, + "TP": 74261, + "n_pred": 143924, + "n_ref": 75503 + }, + "8": { + "Dice": 0.846099985996359, + "FN": 7044, + "FP": 1748, + "IoU": 0.733252427184466, + "TN": 3121216, + "TP": 24168, + "n_pred": 25916, + "n_ref": 31212 + }, + "9": { + "Dice": 0.7488581241369543, + "FN": 3399, + "FP": 3694, + "IoU": 0.5985397328503509, + "TN": 3136508, + "TP": 10575, + "n_pred": 14269, + "n_ref": 13974 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 191, + "IoU": 0.0, + "TN": 1401665, + "TP": 0, + "n_pred": 191, + "n_ref": 0 + }, + "10": { + "Dice": 0.7831768068599428, + "FN": 1338, + "FP": 255, + "IoU": 0.6436241610738255, + "TN": 1397386, + "TP": 2877, + "n_pred": 3132, + "n_ref": 4215 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3436036480157752, + "FN": 2229, + "FP": 434, + "IoU": 0.2074404761904762, + "TN": 1398496, + "TP": 697, + "n_pred": 1131, + "n_ref": 2926 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1297, + "IoU": 0.0, + "TN": 1400559, + "TP": 0, + "n_pred": 1297, + "n_ref": 0 + }, + "15": { + "Dice": 0.3561123488805289, + "FN": 6379, + "FP": 11250, + "IoU": 0.21662815499466762, + "TN": 1379352, + "TP": 4875, + "n_pred": 16125, + "n_ref": 11254 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9392523364485982, + "FN": 985, + "FP": 211, + "IoU": 0.8854625550660793, + "TN": 1391414, + "TP": 9246, + "n_pred": 9457, + "n_ref": 10231 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 198, + "IoU": 0.0, + "TN": 1401658, + "TP": 0, + "n_pred": 198, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1329, + "IoU": 0.0, + "TN": 1400527, + "TP": 0, + "n_pred": 1329, + "n_ref": 0 + }, + "7": { + "Dice": 0.15775818473648337, + "FN": 2601, + "FP": 74011, + "IoU": 0.08563380954085956, + "TN": 1318069, + "TP": 7175, + "n_pred": 81186, + "n_ref": 9776 + }, + "8": { + "Dice": 0.38693877551020406, + "FN": 3, + "FP": 748, + "IoU": 0.23987854251012145, + "TN": 1400868, + "TP": 237, + "n_pred": 985, + "n_ref": 240 + }, + "9": { + "Dice": 0.7075902115304853, + "FN": 629, + "FP": 76, + "IoU": 0.5474967907573812, + "TN": 1400298, + "TP": 853, + "n_pred": 929, + "n_ref": 1482 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8500630633402037, + "FN": 6639, + "FP": 3109, + "IoU": 0.7392258099034269, + "TN": 1539707, + "TP": 27633, + "n_pred": 30742, + "n_ref": 34272 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 1577086, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "12": { + "Dice": 0.28970045137464095, + "FN": 1504, + "FP": 227, + "IoU": 0.16938579654510558, + "TN": 1575004, + "TP": 353, + "n_pred": 580, + "n_ref": 1857 + }, + "13": { + "Dice": 0.0, + "FN": 765, + "FP": 0, + "IoU": 0.0, + "TN": 1576323, + "TP": 0, + "n_pred": 0, + "n_ref": 765 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1423, + "IoU": 0.0, + "TN": 1575665, + "TP": 0, + "n_pred": 1423, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.6608695652173913, + "FN": 0, + "FP": 39, + "IoU": 0.4935064935064935, + "TN": 1577011, + "TP": 38, + "n_pred": 77, + "n_ref": 38 + }, + "4": { + "Dice": 0.7853238995043003, + "FN": 427, + "FP": 4640, + "IoU": 0.6465294733170561, + "TN": 1562753, + "TP": 9268, + "n_pred": 13908, + "n_ref": 9695 + }, + "5": { + "Dice": 0.5725094577553594, + "FN": 280, + "FP": 59, + "IoU": 0.4010600706713781, + "TN": 1576522, + "TP": 227, + "n_pred": 286, + "n_ref": 507 + }, + "6": { + "Dice": 0.9257409357604934, + "FN": 5344, + "FP": 4528, + "IoU": 0.8617483124667394, + "TN": 1505682, + "TP": 61534, + "n_pred": 66062, + "n_ref": 66878 + }, + "7": { + "Dice": 0.774377472655341, + "FN": 3458, + "FP": 420, + "IoU": 0.6318237918921484, + "TN": 1566555, + "TP": 6655, + "n_pred": 7075, + "n_ref": 10113 + }, + "8": { + "Dice": 0.9308185914064481, + "FN": 782, + "FP": 2765, + "IoU": 0.87058995220548, + "TN": 1549679, + "TP": 23862, + "n_pred": 26627, + "n_ref": 24644 + }, + "9": { + "Dice": 0.23622047244094488, + "FN": 84, + "FP": 304, + "IoU": 0.13392857142857142, + "TN": 1576640, + "TP": 60, + "n_pred": 364, + "n_ref": 144 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8463495293818367, + "FN": 564, + "FP": 644, + "IoU": 0.7336273428886438, + "TN": 1572553, + "TP": 3327, + "n_pred": 3971, + "n_ref": 3891 + }, + "10": { + "Dice": 0.8361299028746959, + "FN": 2091, + "FP": 7138, + "IoU": 0.7184048330994081, + "TN": 1544314, + "TP": 23545, + "n_pred": 30683, + "n_ref": 25636 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8286703970157208, + "FN": 402, + "FP": 884, + "IoU": 0.7074613284804367, + "TN": 1572692, + "TP": 3110, + "n_pred": 3994, + "n_ref": 3512 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 4, + "FP": 0, + "IoU": 0.0, + "TN": 1577084, + "TP": 0, + "n_pred": 0, + "n_ref": 4 + }, + "3": { + "Dice": 0.966037486509702, + "FN": 1511, + "FP": 1573, + "IoU": 0.9343061028863564, + "TN": 1530143, + "TP": 43861, + "n_pred": 45434, + "n_ref": 45372 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8690506817597119, + "FN": 547, + "FP": 980, + "IoU": 0.7684258416742493, + "TN": 1570494, + "TP": 5067, + "n_pred": 6047, + "n_ref": 5614 + }, + "6": { + "Dice": 0.9109852500227156, + "FN": 7739, + "FP": 1078, + "IoU": 0.8365224162865724, + "TN": 1523154, + "TP": 45117, + "n_pred": 46195, + "n_ref": 52856 + }, + "7": { + "Dice": 0.8750741199935314, + "FN": 1570, + "FP": 7700, + "IoU": 0.7778949133862041, + "TN": 1535351, + "TP": 32467, + "n_pred": 40167, + "n_ref": 34037 + }, + "8": { + "Dice": 0.9621110031652512, + "FN": 778, + "FP": 431, + "IoU": 0.9269883447068059, + "TN": 1560529, + "TP": 15350, + "n_pred": 15781, + "n_ref": 16128 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.46153846153846156, + "FN": 5, + "FP": 2, + "IoU": 0.3, + "TN": 1577078, + "TP": 3, + "n_pred": 5, + "n_ref": 8 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6680761099365751, + "FN": 65, + "FP": 92, + "IoU": 0.5015873015873016, + "TN": 1576773, + "TP": 158, + "n_pred": 250, + "n_ref": 223 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 259, + "IoU": 0.0, + "TN": 1576829, + "TP": 0, + "n_pred": 259, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5073891625615764, + "FN": 1, + "FP": 399, + "IoU": 0.33993399339933994, + "TN": 1576482, + "TP": 206, + "n_pred": 605, + "n_ref": 207 + }, + "6": { + "Dice": 0.9822892505509947, + "FN": 3007, + "FP": 6194, + "IoU": 0.9651949250637393, + "TN": 1312730, + "TP": 255157, + "n_pred": 261351, + "n_ref": 258164 + }, + "7": { + "Dice": 0.9890888479523877, + "FN": 3574, + "FP": 45, + "IoU": 0.9784132324081861, + "TN": 1409439, + "TP": 164030, + "n_pred": 164075, + "n_ref": 167604 + }, + "8": { + "Dice": 0.7857207247813937, + "FN": 2552, + "FP": 2202, + "IoU": 0.6470675575352636, + "TN": 1563618, + "TP": 8716, + "n_pred": 10918, + "n_ref": 11268 + }, + "9": { + "Dice": 0.8646774598393574, + "FN": 6568, + "FP": 2058, + "IoU": 0.7616139284233798, + "TN": 1540903, + "TP": 27559, + "n_pred": 29617, + "n_ref": 34127 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 234, + "IoU": 0.0, + "TN": 2453014, + "TP": 0, + "n_pred": 234, + "n_ref": 0 + }, + "10": { + "Dice": 0.7237556027364944, + "FN": 1003, + "FP": 168, + "IoU": 0.5670979667282809, + "TN": 2450543, + "TP": 1534, + "n_pred": 1702, + "n_ref": 2537 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7237320156953931, + "FN": 2257, + "FP": 5347, + "IoU": 0.5670690047825097, + "TN": 2435684, + "TP": 9960, + "n_pred": 15307, + "n_ref": 12217 + }, + "14": { + "Dice": 0.342283811011966, + "FN": 14795, + "FP": 1200, + "IoU": 0.2064791387607283, + "TN": 2433091, + "TP": 4162, + "n_pred": 5362, + "n_ref": 18957 + }, + "15": { + "Dice": 0.4541096691219455, + "FN": 1383, + "FP": 3286, + "IoU": 0.2937528361821207, + "TN": 2446637, + "TP": 1942, + "n_pred": 5228, + "n_ref": 3325 + }, + "2": { + "Dice": 0.69413819718081, + "FN": 35500, + "FP": 2147, + "IoU": 0.5315556329791206, + "TN": 2372882, + "TP": 42719, + "n_pred": 44866, + "n_ref": 78219 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 35055, + "IoU": 0.0, + "TN": 2418193, + "TP": 0, + "n_pred": 35055, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8572792492975804, + "FN": 8991, + "FP": 1473, + "IoU": 0.7502088754147669, + "TN": 2411357, + "TP": 31427, + "n_pred": 32900, + "n_ref": 40418 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 43446, + "IoU": 0.0, + "TN": 2409802, + "TP": 0, + "n_pred": 43446, + "n_ref": 0 + }, + "8": { + "Dice": 0.9502999143101971, + "FN": 543, + "FP": 37, + "IoU": 0.9053061224489796, + "TN": 2447123, + "TP": 5545, + "n_pred": 5582, + "n_ref": 6088 + }, + "9": { + "Dice": 0.8354448603512813, + "FN": 1390, + "FP": 896, + "IoU": 0.7173939918407715, + "TN": 2445159, + "TP": 5803, + "n_pred": 6699, + "n_ref": 7193 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8663410844108996, + "FN": 3398, + "FP": 20686, + "IoU": 0.7641990659604257, + "TN": 1825415, + "TP": 78053, + "n_pred": 98739, + "n_ref": 81451 + }, + "10": { + "Dice": 0.7697746967071057, + "FN": 3430, + "FP": 3212, + "IoU": 0.6257184717682858, + "TN": 1909806, + "TP": 11104, + "n_pred": 14316, + "n_ref": 14534 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 1927528, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "12": { + "Dice": 0.6923076923076923, + "FN": 1433, + "FP": 479, + "IoU": 0.5294117647058824, + "TN": 1923489, + "TP": 2151, + "n_pred": 2630, + "n_ref": 3584 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 438, + "IoU": 0.0, + "TN": 1927114, + "TP": 0, + "n_pred": 438, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 1927550, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "3": { + "Dice": 0.9503141151834104, + "FN": 2057, + "FP": 4278, + "IoU": 0.9053318987417436, + "TN": 1860634, + "TP": 60583, + "n_pred": 64861, + "n_ref": 62640 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8250790305584826, + "FN": 77, + "FP": 255, + "IoU": 0.7022421524663677, + "TN": 1926437, + "TP": 783, + "n_pred": 1038, + "n_ref": 860 + }, + "6": { + "Dice": 0.7492842246650878, + "FN": 10616, + "FP": 3570, + "IoU": 0.5990843319014244, + "TN": 1892168, + "TP": 21198, + "n_pred": 24768, + "n_ref": 31814 + }, + "7": { + "Dice": 0.9089564103696507, + "FN": 3384, + "FP": 13108, + "IoU": 0.8331073286243397, + "TN": 1828734, + "TP": 82326, + "n_pred": 95434, + "n_ref": 85710 + }, + "8": { + "Dice": 0.8731063145193726, + "FN": 40, + "FP": 3746, + "IoU": 0.7747903158646124, + "TN": 1910741, + "TP": 13025, + "n_pred": 16771, + "n_ref": 13065 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9876188271792935, + "FN": 2481, + "FP": 568, + "IoU": 0.97554049175725, + "TN": 3029521, + "TP": 121606, + "n_pred": 122174, + "n_ref": 124087 + }, + "10": { + "Dice": 0.8325755044525474, + "FN": 5043, + "FP": 6482, + "IoU": 0.7131728926607103, + "TN": 3113995, + "TP": 28656, + "n_pred": 35138, + "n_ref": 33699 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7920751633986928, + "FN": 7412, + "FP": 732, + "IoU": 0.6557321609739601, + "TN": 3130520, + "TP": 15512, + "n_pred": 16244, + "n_ref": 22924 + }, + "14": { + "Dice": 0.8792507922942705, + "FN": 447, + "FP": 2944, + "IoU": 0.7845205566499333, + "TN": 3138439, + "TP": 12346, + "n_pred": 15290, + "n_ref": 12793 + }, + "15": { + "Dice": 0.6813846994076377, + "FN": 6078, + "FP": 9090, + "IoU": 0.5167426004396725, + "TN": 3122789, + "TP": 16219, + "n_pred": 25309, + "n_ref": 22297 + }, + "2": { + "Dice": 0.8287432731877177, + "FN": 534, + "FP": 7, + "IoU": 0.7075675675675676, + "TN": 3152326, + "TP": 1309, + "n_pred": 1316, + "n_ref": 1843 + }, + "3": { + "Dice": 0.9757356737222509, + "FN": 182, + "FP": 758, + "IoU": 0.9526209677419355, + "TN": 3134336, + "TP": 18900, + "n_pred": 19658, + "n_ref": 19082 + }, + "4": { + "Dice": 0.6744671468469793, + "FN": 226, + "FP": 10847, + "IoU": 0.5088271823988645, + "TN": 3131632, + "TP": 11471, + "n_pred": 22318, + "n_ref": 11697 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 334, + "IoU": 0.0, + "TN": 3153842, + "TP": 0, + "n_pred": 334, + "n_ref": 0 + }, + "6": { + "Dice": 0.9045286929548816, + "FN": 92143, + "FP": 1916, + "IoU": 0.8256982060029687, + "TN": 2614543, + "TP": 445574, + "n_pred": 447490, + "n_ref": 537717 + }, + "7": { + "Dice": 0.5290969570384748, + "FN": 2703, + "FP": 64258, + "IoU": 0.35970892817869743, + "TN": 3049597, + "TP": 37618, + "n_pred": 101876, + "n_ref": 40321 + }, + "8": { + "Dice": 0.9418005118884232, + "FN": 1319, + "FP": 250, + "IoU": 0.890002804262479, + "TN": 3139912, + "TP": 12695, + "n_pred": 12945, + "n_ref": 14014 + }, + "9": { + "Dice": 0.934687807214338, + "FN": 1982, + "FP": 609, + "IoU": 0.8773839382897165, + "TN": 3133045, + "TP": 18540, + "n_pred": 19149, + "n_ref": 20522 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6826909069720013, + "FN": 6487, + "FP": 4404, + "IoU": 0.5182465607997523, + "TN": 853553, + "TP": 11716, + "n_pred": 16120, + "n_ref": 18203 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4864966645147407, + "FN": 3759, + "FP": 15331, + "IoU": 0.3214374577897842, + "TN": 848027, + "TP": 9043, + "n_pred": 24374, + "n_ref": 12802 + }, + "14": { + "Dice": 0.3721623563218391, + "FN": 3673, + "FP": 66243, + "IoU": 0.2286237560405128, + "TN": 785522, + "TP": 20722, + "n_pred": 86965, + "n_ref": 24395 + }, + "15": { + "Dice": 0.4101710061334741, + "FN": 51952, + "FP": 6132, + "IoU": 0.25799693408277974, + "TN": 797880, + "TP": 20196, + "n_pred": 26328, + "n_ref": 72148 + }, + "2": { + "Dice": 0.7311905746176106, + "FN": 1173, + "FP": 4029, + "IoU": 0.5762808503706117, + "TN": 863883, + "TP": 7075, + "n_pred": 11104, + "n_ref": 8248 + }, + "3": { + "Dice": 0.7896924589243084, + "FN": 8626, + "FP": 6350, + "IoU": 0.652472559348386, + "TN": 833067, + "TP": 28117, + "n_pred": 34467, + "n_ref": 36743 + }, + "4": { + "Dice": 0.6751677852348993, + "FN": 2457, + "FP": 5287, + "IoU": 0.5096251266464032, + "TN": 860368, + "TP": 8048, + "n_pred": 13335, + "n_ref": 10505 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.817873939677046, + "FN": 12248, + "FP": 4907, + "IoU": 0.6918669396845925, + "TN": 820486, + "TP": 38519, + "n_pred": 43426, + "n_ref": 50767 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 132, + "IoU": 0.0, + "TN": 876028, + "TP": 0, + "n_pred": 132, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9187454412837345, + "FN": 2011, + "FP": 1888, + "IoU": 0.849703184025904, + "TN": 850218, + "TP": 22043, + "n_pred": 23931, + "n_ref": 24054 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1026, + "IoU": 0.0, + "TN": 1926526, + "TP": 0, + "n_pred": 1026, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.45792293070675655, + "FN": 1502, + "FP": 1635, + "IoU": 0.2969520394441954, + "TN": 1923090, + "TP": 1325, + "n_pred": 2960, + "n_ref": 2827 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 50, + "IoU": 0.0, + "TN": 1927502, + "TP": 0, + "n_pred": 50, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 461, + "FP": 1327, + "IoU": 0.0, + "TN": 1925764, + "TP": 0, + "n_pred": 1327, + "n_ref": 461 + }, + "14": { + "Dice": 0.8530750379274128, + "FN": 515, + "FP": 2003, + "IoU": 0.7437932437932437, + "TN": 1917724, + "TP": 7310, + "n_pred": 9313, + "n_ref": 7825 + }, + "15": { + "Dice": 0.32940641690973144, + "FN": 17699, + "FP": 4, + "IoU": 0.19717926624642873, + "TN": 1905501, + "TP": 4348, + "n_pred": 4352, + "n_ref": 22047 + }, + "2": { + "Dice": 0.8895383092550259, + "FN": 8286, + "FP": 1088, + "IoU": 0.8010526762596035, + "TN": 1880434, + "TP": 37744, + "n_pred": 38832, + "n_ref": 46030 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6549, + "IoU": 0.0, + "TN": 1921003, + "TP": 0, + "n_pred": 6549, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 1927531, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "6": { + "Dice": 0.9422382374476557, + "FN": 2167, + "FP": 4854, + "IoU": 0.8907849298447562, + "TN": 1863266, + "TP": 57265, + "n_pred": 62119, + "n_ref": 59432 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 5775, + "IoU": 0.0, + "TN": 1921777, + "TP": 0, + "n_pred": 5775, + "n_ref": 0 + }, + "9": { + "Dice": 0.8572467721403891, + "FN": 217, + "FP": 1353, + "IoU": 0.7501591343093571, + "TN": 1921268, + "TP": 4714, + "n_pred": 6067, + "n_ref": 4931 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 951, + "FP": 0, + "IoU": 0.0, + "TN": 2101833, + "TP": 0, + "n_pred": 0, + "n_ref": 951 + }, + "10": { + "Dice": 0.7658153897512936, + "FN": 4282, + "FP": 4136, + "IoU": 0.6205031106302408, + "TN": 2080602, + "TP": 13764, + "n_pred": 17900, + "n_ref": 18046 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 2102783, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "13": { + "Dice": 0.36994923857868023, + "FN": 7254, + "FP": 2055, + "IoU": 0.2269556552067763, + "TN": 2090742, + "TP": 2733, + "n_pred": 4788, + "n_ref": 9987 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9544699235626454, + "FN": 691, + "FP": 131, + "IoU": 0.9129052765416402, + "TN": 2093346, + "TP": 8616, + "n_pred": 8747, + "n_ref": 9307 + }, + "3": { + "Dice": 0.9625008646874234, + "FN": 1354, + "FP": 4609, + "IoU": 0.9277124499939386, + "TN": 2020294, + "TP": 76527, + "n_pred": 81136, + "n_ref": 77881 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6011138183083884, + "FN": 1743, + "FP": 549, + "IoU": 0.4297088828066683, + "TN": 2098765, + "TP": 1727, + "n_pred": 2276, + "n_ref": 3470 + }, + "6": { + "Dice": 0.6591365205904846, + "FN": 39550, + "FP": 33993, + "IoU": 0.4915761602223313, + "TN": 1958135, + "TP": 71106, + "n_pred": 105099, + "n_ref": 110656 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 124303, + "IoU": 0.0, + "TN": 1978481, + "TP": 0, + "n_pred": 124303, + "n_ref": 0 + }, + "8": { + "Dice": 0.8514825505116768, + "FN": 191, + "FP": 941, + "IoU": 0.7413753712588531, + "TN": 2098407, + "TP": 3245, + "n_pred": 4186, + "n_ref": 3436 + }, + "9": { + "Dice": 0.6635564328010048, + "FN": 6852, + "FP": 2523, + "IoU": 0.4965091299677766, + "TN": 2084164, + "TP": 9245, + "n_pred": 11768, + "n_ref": 16097 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1574, + "IoU": 0.0, + "TN": 2451674, + "TP": 0, + "n_pred": 1574, + "n_ref": 0 + }, + "10": { + "Dice": 0.7369654171066525, + "FN": 3910, + "FP": 12032, + "IoU": 0.5834879163945134, + "TN": 2414973, + "TP": 22333, + "n_pred": 34365, + "n_ref": 26243 + }, + "11": { + "Dice": 0.7757197054228967, + "FN": 424, + "FP": 581, + "IoU": 0.6336128326649654, + "TN": 2450505, + "TP": 1738, + "n_pred": 2319, + "n_ref": 2162 + }, + "12": { + "Dice": 0.768935427574171, + "FN": 774, + "FP": 550, + "IoU": 0.6246101502693507, + "TN": 2449721, + "TP": 2203, + "n_pred": 2753, + "n_ref": 2977 + }, + "13": { + "Dice": 0.31469440832249673, + "FN": 2334, + "FP": 828, + "IoU": 0.1867283950617284, + "TN": 2449360, + "TP": 726, + "n_pred": 1554, + "n_ref": 3060 + }, + "14": { + "Dice": 0.845156560896429, + "FN": 14757, + "FP": 29, + "IoU": 0.7318364830062751, + "TN": 2398110, + "TP": 40352, + "n_pred": 40381, + "n_ref": 55109 + }, + "15": { + "Dice": 0.7387168499948462, + "FN": 25563, + "FP": 9925, + "IoU": 0.5856867666802872, + "TN": 2367593, + "TP": 50167, + "n_pred": 60092, + "n_ref": 75730 + }, + "2": { + "Dice": 0.28869167675137825, + "FN": 21041, + "FP": 119, + "IoU": 0.16869647206725857, + "TN": 2427794, + "TP": 4294, + "n_pred": 4413, + "n_ref": 25335 + }, + "3": { + "Dice": 0.5796572280178838, + "FN": 886, + "FP": 21678, + "IoU": 0.40811080216148155, + "TN": 2415126, + "TP": 15558, + "n_pred": 37236, + "n_ref": 16444 + }, + "4": { + "Dice": 0.0, + "FN": 1709, + "FP": 0, + "IoU": 0.0, + "TN": 2451539, + "TP": 0, + "n_pred": 0, + "n_ref": 1709 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6677663036454845, + "FN": 136759, + "FP": 4638, + "IoU": 0.5012381127070576, + "TN": 2169752, + "TP": 142099, + "n_pred": 146737, + "n_ref": 278858 + }, + "7": { + "Dice": 0.08516767426238826, + "FN": 14805, + "FP": 126833, + "IoU": 0.044477875747987936, + "TN": 2305017, + "TP": 6593, + "n_pred": 133426, + "n_ref": 21398 + }, + "8": { + "Dice": 0.9596114328413974, + "FN": 475, + "FP": 606, + "IoU": 0.9223586870645695, + "TN": 2439325, + "TP": 12842, + "n_pred": 13448, + "n_ref": 13317 + }, + "9": { + "Dice": 0.8934041094150814, + "FN": 935, + "FP": 3262, + "IoU": 0.8073445030984623, + "TN": 2431463, + "TP": 17588, + "n_pred": 20850, + "n_ref": 18523 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6336307307101089, + "FN": 19854, + "FP": 3265, + "IoU": 0.4637331539514277, + "TN": 2410137, + "TP": 19992, + "n_pred": 23257, + "n_ref": 39846 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7904081071526768, + "FN": 3987, + "FP": 6685, + "IoU": 0.6534502354278292, + "TN": 2422453, + "TP": 20123, + "n_pred": 26808, + "n_ref": 24110 + }, + "14": { + "Dice": 0.9395356402228277, + "FN": 521, + "FP": 966, + "IoU": 0.8859662576687116, + "TN": 2440208, + "TP": 11553, + "n_pred": 12519, + "n_ref": 12074 + }, + "15": { + "Dice": 0.7141401937791676, + "FN": 4558, + "FP": 7509, + "IoU": 0.555379513633014, + "TN": 2426108, + "TP": 15073, + "n_pred": 22582, + "n_ref": 19631 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 2453246, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "5": { + "Dice": 0.7825723539859993, + "FN": 651, + "FP": 1430, + "IoU": 0.6428081016134569, + "TN": 2447422, + "TP": 3745, + "n_pred": 5175, + "n_ref": 4396 + }, + "6": { + "Dice": 0.9188809081320006, + "FN": 779, + "FP": 836, + "IoU": 0.8499349563278201, + "TN": 2442486, + "TP": 9147, + "n_pred": 9983, + "n_ref": 9926 + }, + "7": { + "Dice": 0.007571846498020994, + "FN": 5767, + "FP": 0, + "IoU": 0.003800310934531007, + "TN": 2447459, + "TP": 22, + "n_pred": 22, + "n_ref": 5789 + }, + "8": { + "Dice": 0.9076293139466867, + "FN": 5357, + "FP": 5697, + "IoU": 0.8308803280193384, + "TN": 2387886, + "TP": 54308, + "n_pred": 60005, + "n_ref": 59665 + }, + "9": { + "Dice": 0.8206722041916497, + "FN": 6402, + "FP": 118, + "IoU": 0.6958813377489622, + "TN": 2431809, + "TP": 14919, + "n_pred": 15037, + "n_ref": 21321 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7426746506986028, + "FN": 2628, + "FP": 7041, + "IoU": 0.5906781813563627, + "TN": 852538, + "TP": 13953, + "n_pred": 20994, + "n_ref": 16581 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 208, + "IoU": 0.0, + "TN": 875952, + "TP": 0, + "n_pred": 208, + "n_ref": 0 + }, + "12": { + "Dice": 0.6040609137055838, + "FN": 297, + "FP": 795, + "IoU": 0.43272727272727274, + "TN": 874235, + "TP": 833, + "n_pred": 1628, + "n_ref": 1130 + }, + "13": { + "Dice": 0.7330658623012271, + "FN": 7025, + "FP": 2090, + "IoU": 0.5786140261661504, + "TN": 854529, + "TP": 12516, + "n_pred": 14606, + "n_ref": 19541 + }, + "14": { + "Dice": 0.048564160154011875, + "FN": 3434, + "FP": 79594, + "IoU": 0.024886372978496014, + "TN": 791013, + "TP": 2119, + "n_pred": 81713, + "n_ref": 5553 + }, + "15": { + "Dice": 0.726069357838311, + "FN": 4992, + "FP": 16, + "IoU": 0.569944182052383, + "TN": 864515, + "TP": 6637, + "n_pred": 6653, + "n_ref": 11629 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9023090586145648, + "FN": 19, + "FP": 36, + "IoU": 0.8220064724919094, + "TN": 875851, + "TP": 254, + "n_pred": 290, + "n_ref": 273 + }, + "4": { + "Dice": 0.7632008709853021, + "FN": 202, + "FP": 668, + "IoU": 0.6170774647887324, + "TN": 873888, + "TP": 1402, + "n_pred": 2070, + "n_ref": 1604 + }, + "5": { + "Dice": 0.7840868636525454, + "FN": 821, + "FP": 1605, + "IoU": 0.6448543405065145, + "TN": 869329, + "TP": 4405, + "n_pred": 6010, + "n_ref": 5226 + }, + "6": { + "Dice": 0.9398939934046274, + "FN": 5893, + "FP": 3111, + "IoU": 0.886603780713575, + "TN": 796757, + "TP": 70399, + "n_pred": 73510, + "n_ref": 76292 + }, + "7": { + "Dice": 0.5933061721813959, + "FN": 2984, + "FP": 29059, + "IoU": 0.42177349501948896, + "TN": 820744, + "TP": 23373, + "n_pred": 52432, + "n_ref": 26357 + }, + "8": { + "Dice": 0.9463851318478155, + "FN": 1450, + "FP": 2407, + "IoU": 0.898226819357222, + "TN": 838262, + "TP": 34041, + "n_pred": 36448, + "n_ref": 35491 + }, + "9": { + "Dice": 0.9155931010207673, + "FN": 835, + "FP": 364, + "IoU": 0.8443261490521943, + "TN": 868458, + "TP": 6503, + "n_pred": 6867, + "n_ref": 7338 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 3154169, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "10": { + "Dice": 0.23020408163265307, + "FN": 179, + "FP": 5479, + "IoU": 0.13007380073800737, + "TN": 3147672, + "TP": 846, + "n_pred": 6325, + "n_ref": 1025 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.07572712850343734, + "FN": 1630, + "FP": 7109, + "IoU": 0.03935363306584588, + "TN": 3145079, + "TP": 358, + "n_pred": 7467, + "n_ref": 1988 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 14849, + "IoU": 0.0, + "TN": 3139327, + "TP": 0, + "n_pred": 14849, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1783, + "IoU": 0.0, + "TN": 3152393, + "TP": 0, + "n_pred": 1783, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 3154155, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "3": { + "Dice": 0.951176983435048, + "FN": 2614, + "FP": 634, + "IoU": 0.9068994181213632, + "TN": 3119289, + "TP": 31639, + "n_pred": 32273, + "n_ref": 34253 + }, + "4": { + "Dice": 0.0, + "FN": 25322, + "FP": 0, + "IoU": 0.0, + "TN": 3128854, + "TP": 0, + "n_pred": 0, + "n_ref": 25322 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6038172016333584, + "FN": 4297, + "FP": 131438, + "IoU": 0.43247718159810344, + "TN": 2915005, + "TP": 103436, + "n_pred": 234874, + "n_ref": 107733 + }, + "7": { + "Dice": 0.8702166253880769, + "FN": 1087, + "FP": 43559, + "IoU": 0.7702508683905828, + "TN": 2959851, + "TP": 149679, + "n_pred": 193238, + "n_ref": 150766 + }, + "8": { + "Dice": 0.5610859728506787, + "FN": 70, + "FP": 318, + "IoU": 0.389937106918239, + "TN": 3153540, + "TP": 248, + "n_pred": 566, + "n_ref": 318 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 3154154, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 1401837, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "10": { + "Dice": 0.6524779568257829, + "FN": 108, + "FP": 1035, + "IoU": 0.4842057761732852, + "TN": 1399640, + "TP": 1073, + "n_pred": 2108, + "n_ref": 1181 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.21333333333333335, + "FN": 413, + "FP": 0, + "IoU": 0.11940298507462686, + "TN": 1401387, + "TP": 56, + "n_pred": 56, + "n_ref": 469 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8331431056035654, + "FN": 3180, + "FP": 2960, + "IoU": 0.7140062415575946, + "TN": 1380387, + "TP": 15329, + "n_pred": 18289, + "n_ref": 18509 + }, + "15": { + "Dice": 0.8488790852615468, + "FN": 2807, + "FP": 3907, + "IoU": 0.7374369402839154, + "TN": 1376285, + "TP": 18857, + "n_pred": 22764, + "n_ref": 21664 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.3269314079422383, + "FN": 4365, + "FP": 296, + "IoU": 0.1954082513378215, + "TN": 1396063, + "TP": 1132, + "n_pred": 1428, + "n_ref": 5497 + }, + "6": { + "Dice": 0.7647213459516299, + "FN": 496, + "FP": 1294, + "IoU": 0.6190678867844223, + "TN": 1397157, + "TP": 2909, + "n_pred": 4203, + "n_ref": 3405 + }, + "7": { + "Dice": 0.9806682355180283, + "FN": 5780, + "FP": 3971, + "IoU": 0.9620697300808707, + "TN": 1144779, + "TP": 247326, + "n_pred": 251297, + "n_ref": 253106 + }, + "8": { + "Dice": 0.6229508196721312, + "FN": 7, + "FP": 16, + "IoU": 0.4523809523809524, + "TN": 1401814, + "TP": 19, + "n_pred": 35, + "n_ref": 26 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 339, + "IoU": 0.0, + "TN": 1401517, + "TP": 0, + "n_pred": 339, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 277, + "IoU": 0.0, + "TN": 1927275, + "TP": 0, + "n_pred": 277, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.47009708737864075, + "FN": 45, + "FP": 5413, + "IoU": 0.30727249650970934, + "TN": 1919673, + "TP": 2421, + "n_pred": 7834, + "n_ref": 2466 + }, + "15": { + "Dice": 0.0, + "FN": 15502, + "FP": 0, + "IoU": 0.0, + "TN": 1912050, + "TP": 0, + "n_pred": 0, + "n_ref": 15502 + }, + "2": { + "Dice": 0.2611111111111111, + "FN": 1596, + "FP": 0, + "IoU": 0.1501597444089457, + "TN": 1925674, + "TP": 282, + "n_pred": 282, + "n_ref": 1878 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1560, + "IoU": 0.0, + "TN": 1925992, + "TP": 0, + "n_pred": 1560, + "n_ref": 0 + }, + "4": { + "Dice": 0.9116912599318956, + "FN": 730, + "FP": 1215, + "IoU": 0.8377138089278264, + "TN": 1915567, + "TP": 10040, + "n_pred": 11255, + "n_ref": 10770 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9916418965600347, + "FN": 647, + "FP": 1954, + "IoU": 0.9834223508266517, + "TN": 1770654, + "TP": 154297, + "n_pred": 156251, + "n_ref": 154944 + }, + "7": { + "Dice": 0.7239871757505101, + "FN": 2487, + "FP": 354, + "IoU": 0.5673823663773413, + "TN": 1920985, + "TP": 3726, + "n_pred": 4080, + "n_ref": 6213 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9563178318703438, + "FN": 332, + "FP": 3878, + "IoU": 0.9162922018531038, + "TN": 1877258, + "TP": 46084, + "n_pred": 49962, + "n_ref": 46416 + }, + "10": { + "Dice": 0.8212282299039619, + "FN": 542, + "FP": 5545, + "IoU": 0.6966812836356389, + "TN": 1907484, + "TP": 13981, + "n_pred": 19526, + "n_ref": 14523 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.34813863928112965, + "FN": 1824, + "FP": 715, + "IoU": 0.2107553621386385, + "TN": 1924335, + "TP": 678, + "n_pred": 1393, + "n_ref": 2502 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9239129246345437, + "FN": 5239, + "FP": 1720, + "IoU": 0.8585856533224955, + "TN": 1878342, + "TP": 42251, + "n_pred": 43971, + "n_ref": 47490 + }, + "15": { + "Dice": 0.8502353384823811, + "FN": 7184, + "FP": 3539, + "IoU": 0.7394864070357863, + "TN": 1886391, + "TP": 30438, + "n_pred": 33977, + "n_ref": 37622 + }, + "2": { + "Dice": 0.0, + "FN": 1, + "FP": 0, + "IoU": 0.0, + "TN": 1927551, + "TP": 0, + "n_pred": 0, + "n_ref": 1 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 1927543, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.26489028213166144, + "FN": 591, + "FP": 347, + "IoU": 0.15266485998193316, + "TN": 1926445, + "TP": 169, + "n_pred": 516, + "n_ref": 760 + }, + "6": { + "Dice": 0.9086717264358918, + "FN": 1502, + "FP": 3925, + "IoU": 0.8326291441788743, + "TN": 1895127, + "TP": 26998, + "n_pred": 30923, + "n_ref": 28500 + }, + "7": { + "Dice": 0.9218078122024317, + "FN": 428, + "FP": 7373, + "IoU": 0.8549568644950171, + "TN": 1873768, + "TP": 45983, + "n_pred": 53356, + "n_ref": 46411 + }, + "8": { + "Dice": 0.8880484114977307, + "FN": 146, + "FP": 2, + "IoU": 0.7986394557823129, + "TN": 1926817, + "TP": 587, + "n_pred": 589, + "n_ref": 733 + }, + "9": { + "Dice": 0.6021425244527248, + "FN": 3547, + "FP": 724, + "IoU": 0.43076102892176465, + "TN": 1920049, + "TP": 3232, + "n_pred": 3956, + "n_ref": 6779 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9856701532565605, + "FN": 2290, + "FP": 1509, + "IoU": 0.9717451935591833, + "TN": 1092169, + "TP": 130656, + "n_pred": 132165, + "n_ref": 132946 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 4285, + "IoU": 0.0, + "TN": 1222339, + "TP": 0, + "n_pred": 4285, + "n_ref": 0 + }, + "11": { + "Dice": 0.4862183020948181, + "FN": 918, + "FP": 14, + "IoU": 0.3211944646758922, + "TN": 1225251, + "TP": 441, + "n_pred": 455, + "n_ref": 1359 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 1226602, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "14": { + "Dice": 0.7608836779257568, + "FN": 4249, + "FP": 20061, + "IoU": 0.614053470502318, + "TN": 1163636, + "TP": 38678, + "n_pred": 58739, + "n_ref": 42927 + }, + "15": { + "Dice": 0.6140105524124341, + "FN": 3109, + "FP": 9035, + "IoU": 0.44301242948218134, + "TN": 1204821, + "TP": 9659, + "n_pred": 18694, + "n_ref": 12768 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.019448946515397084, + "FN": 79, + "FP": 1736, + "IoU": 0.009819967266775777, + "TN": 1224791, + "TP": 18, + "n_pred": 1754, + "n_ref": 97 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2175, + "IoU": 0.0, + "TN": 1224449, + "TP": 0, + "n_pred": 2175, + "n_ref": 0 + }, + "5": { + "Dice": 0.3870967741935484, + "FN": 266, + "FP": 0, + "IoU": 0.24, + "TN": 1226274, + "TP": 84, + "n_pred": 84, + "n_ref": 350 + }, + "6": { + "Dice": 0.6098826127956187, + "FN": 291838, + "FP": 649, + "IoU": 0.4387274185686817, + "TN": 705510, + "TP": 228627, + "n_pred": 229276, + "n_ref": 520465 + }, + "7": { + "Dice": 0.2520964198409506, + "FN": 1863, + "FP": 46477, + "IoU": 0.1442278754403668, + "TN": 1170137, + "TP": 8147, + "n_pred": 54624, + "n_ref": 10010 + }, + "8": { + "Dice": 0.7900677200902935, + "FN": 38, + "FP": 55, + "IoU": 0.6529850746268657, + "TN": 1226356, + "TP": 175, + "n_pred": 230, + "n_ref": 213 + }, + "9": { + "Dice": 0.3045536034420939, + "FN": 1787, + "FP": 17609, + "IoU": 0.17963033455991204, + "TN": 1202981, + "TP": 4247, + "n_pred": 21856, + "n_ref": 6034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9120615695180418, + "FN": 3536, + "FP": 646, + "IoU": 0.8383393250608837, + "TN": 2076915, + "TP": 21687, + "n_pred": 22333, + "n_ref": 25223 + }, + "10": { + "Dice": 0.5786821157741039, + "FN": 6939, + "FP": 2006, + "IoU": 0.407144750795334, + "TN": 2087696, + "TP": 6143, + "n_pred": 8149, + "n_ref": 13082 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 2102765, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "12": { + "Dice": 0.08304498269896193, + "FN": 19, + "FP": 1041, + "IoU": 0.04332129963898917, + "TN": 2101676, + "TP": 48, + "n_pred": 1089, + "n_ref": 67 + }, + "13": { + "Dice": 0.260418596036303, + "FN": 4220, + "FP": 3766, + "IoU": 0.14970187393526405, + "TN": 2093392, + "TP": 1406, + "n_pred": 5172, + "n_ref": 5626 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 19031, + "IoU": 0.0, + "TN": 2083753, + "TP": 0, + "n_pred": 19031, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 9.198785760279643e-05, + "FN": 21370, + "FP": 370, + "IoU": 4.5996044340186746e-05, + "TN": 2081043, + "TP": 1, + "n_pred": 371, + "n_ref": 21371 + }, + "3": { + "Dice": 0.6386368581889741, + "FN": 2592, + "FP": 35603, + "IoU": 0.46911572568315124, + "TN": 2030838, + "TP": 33751, + "n_pred": 69354, + "n_ref": 36343 + }, + "4": { + "Dice": 0.22175409446949917, + "FN": 26224, + "FP": 6, + "IoU": 0.12470384089164747, + "TN": 2072817, + "TP": 3737, + "n_pred": 3743, + "n_ref": 29961 + }, + "5": { + "Dice": 0.10894941634241245, + "FN": 212, + "FP": 17, + "IoU": 0.05761316872427984, + "TN": 2102541, + "TP": 14, + "n_pred": 31, + "n_ref": 226 + }, + "6": { + "Dice": 0.7336268665953211, + "FN": 169850, + "FP": 6623, + "IoU": 0.5793133534213136, + "TN": 1683296, + "TP": 243015, + "n_pred": 249638, + "n_ref": 412865 + }, + "7": { + "Dice": 0.5515221277033793, + "FN": 21159, + "FP": 26764, + "IoU": 0.38075978808631605, + "TN": 2025394, + "TP": 29467, + "n_pred": 56231, + "n_ref": 50626 + }, + "8": { + "Dice": 0.9012987012987013, + "FN": 38, + "FP": 38, + "IoU": 0.8203309692671394, + "TN": 2102361, + "TP": 347, + "n_pred": 385, + "n_ref": 385 + }, + "9": { + "Dice": 0.7880434782608695, + "FN": 1480, + "FP": 2810, + "IoU": 0.6502242152466368, + "TN": 2090519, + "TP": 7975, + "n_pred": 10785, + "n_ref": 9455 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9583507935361125, + "FN": 7501, + "FP": 1146, + "IoU": 0.9200321831852105, + "TN": 2520349, + "TP": 99484, + "n_pred": 100630, + "n_ref": 106985 + }, + "10": { + "Dice": 0.4464728126222454, + "FN": 516, + "FP": 7974, + "IoU": 0.287392983045157, + "TN": 2616566, + "TP": 3424, + "n_pred": 11398, + "n_ref": 3940 + }, + "11": { + "Dice": 0.57602382725242, + "FN": 1643, + "FP": 1204, + "IoU": 0.4045178832880151, + "TN": 2623699, + "TP": 1934, + "n_pred": 3138, + "n_ref": 3577 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 2628476, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "13": { + "Dice": 0.11968992248062016, + "FN": 154, + "FP": 8363, + "IoU": 0.06365435356200527, + "TN": 2619384, + "TP": 579, + "n_pred": 8942, + "n_ref": 733 + }, + "14": { + "Dice": 0.0012934123363571217, + "FN": 227, + "FP": 56912, + "IoU": 0.0006471246676927382, + "TN": 2571304, + "TP": 37, + "n_pred": 56949, + "n_ref": 264 + }, + "15": { + "Dice": 0.0, + "FN": 4616, + "FP": 641, + "IoU": 0.0, + "TN": 2623223, + "TP": 0, + "n_pred": 641, + "n_ref": 4616 + }, + "2": { + "Dice": 0.944592446663234, + "FN": 725, + "FP": 1750, + "IoU": 0.895002545392839, + "TN": 2604908, + "TP": 21097, + "n_pred": 22847, + "n_ref": 21822 + }, + "3": { + "Dice": 0.9515844495262986, + "FN": 759, + "FP": 723, + "IoU": 0.9076405334662845, + "TN": 2612434, + "TP": 14564, + "n_pred": 15287, + "n_ref": 15323 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.2783984894361083, + "FN": 2023, + "FP": 256319, + "IoU": 0.1617090178696009, + "TN": 2320303, + "TP": 49835, + "n_pred": 306154, + "n_ref": 51858 + }, + "7": { + "Dice": 0.7343984023964054, + "FN": 1353, + "FP": 6095, + "IoU": 0.580276134122288, + "TN": 2610735, + "TP": 10297, + "n_pred": 16392, + "n_ref": 11650 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8824546240276577, + "FN": 1515, + "FP": 1749, + "IoU": 0.7896365042536736, + "TN": 2612964, + "TP": 12252, + "n_pred": 14001, + "n_ref": 13767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.013333333333333334, + "FN": 4, + "FP": 588, + "IoU": 0.006711409395973154, + "TN": 1751724, + "TP": 4, + "n_pred": 592, + "n_ref": 8 + }, + "10": { + "Dice": 0.8099278276678971, + "FN": 1529, + "FP": 5371, + "IoU": 0.6805703439655572, + "TN": 1730719, + "TP": 14701, + "n_pred": 20072, + "n_ref": 16230 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 208, + "FP": 32, + "IoU": 0.0, + "TN": 1752080, + "TP": 0, + "n_pred": 32, + "n_ref": 208 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.704029389099431, + "FN": 2108, + "FP": 25929, + "IoU": 0.5432448723587964, + "TN": 1690937, + "TP": 33346, + "n_pred": 59275, + "n_ref": 35454 + }, + "15": { + "Dice": 0.452695932750276, + "FN": 63732, + "FP": 724, + "IoU": 0.29257076377684854, + "TN": 1661207, + "TP": 26657, + "n_pred": 27381, + "n_ref": 90389 + }, + "2": { + "Dice": 0.8735771045313948, + "FN": 12504, + "FP": 11774, + "IoU": 0.7755320919395698, + "TN": 1644162, + "TP": 83880, + "n_pred": 95654, + "n_ref": 96384 + }, + "3": { + "Dice": 0.13005526249686009, + "FN": 342, + "FP": 27364, + "IoU": 0.06955032407562885, + "TN": 1722543, + "TP": 2071, + "n_pred": 29435, + "n_ref": 2413 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.98313567290485, + "FN": 4585, + "FP": 2087, + "IoU": 0.9668307233407905, + "TN": 1551170, + "TP": 194478, + "n_pred": 196565, + "n_ref": 199063 + }, + "7": { + "Dice": 0.8609104184555811, + "FN": 11418, + "FP": 14013, + "IoU": 0.7557881596005186, + "TN": 1648185, + "TP": 78704, + "n_pred": 92717, + "n_ref": 90122 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9773805551122267, + "FN": 1361, + "FP": 3316, + "IoU": 0.9557617547742686, + "TN": 4099845, + "TP": 101046, + "n_pred": 104362, + "n_ref": 102407 + }, + "10": { + "Dice": 0.8816881987950002, + "FN": 1039, + "FP": 2908, + "IoU": 0.7884099924949073, + "TN": 4186914, + "TP": 14707, + "n_pred": 17615, + "n_ref": 15746 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4205568, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4205568, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7894532764637456, + "FN": 927, + "FP": 1788, + "IoU": 0.6521460602178091, + "TN": 4197763, + "TP": 5090, + "n_pred": 6878, + "n_ref": 6017 + }, + "14": { + "Dice": 0.04708666203542897, + "FN": 7913, + "FP": 79877, + "IoU": 0.024110983892662214, + "TN": 4115609, + "TP": 2169, + "n_pred": 82046, + "n_ref": 10082 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 422, + "IoU": 0.0, + "TN": 4205146, + "TP": 0, + "n_pred": 422, + "n_ref": 0 + }, + "2": { + "Dice": 0.7537571129808861, + "FN": 5060, + "FP": 3, + "IoU": 0.6048236028723072, + "TN": 4192756, + "TP": 7749, + "n_pred": 7752, + "n_ref": 12809 + }, + "3": { + "Dice": 0.8170473453335351, + "FN": 137, + "FP": 4701, + "IoU": 0.6906847388274407, + "TN": 4189927, + "TP": 10803, + "n_pred": 15504, + "n_ref": 10940 + }, + "4": { + "Dice": 0.6915531854109133, + "FN": 17236, + "FP": 2198, + "IoU": 0.5285298398835516, + "TN": 4164348, + "TP": 21786, + "n_pred": 23984, + "n_ref": 39022 + }, + "5": { + "Dice": 0.7897722601331908, + "FN": 1058, + "FP": 4056, + "IoU": 0.6525815217391304, + "TN": 4190848, + "TP": 9606, + "n_pred": 13662, + "n_ref": 10664 + }, + "6": { + "Dice": 0.9542039875704951, + "FN": 26604, + "FP": 20056, + "IoU": 0.9124188429001263, + "TN": 3672805, + "TP": 486103, + "n_pred": 506159, + "n_ref": 512707 + }, + "7": { + "Dice": 0.8170245585711231, + "FN": 22995, + "FP": 68580, + "IoU": 0.6906521724443123, + "TN": 3909542, + "TP": 204451, + "n_pred": 273031, + "n_ref": 227446 + }, + "8": { + "Dice": 0.9386802932681626, + "FN": 3199, + "FP": 665, + "IoU": 0.8844463052124765, + "TN": 4172129, + "TP": 29575, + "n_pred": 30240, + "n_ref": 32774 + }, + "9": { + "Dice": 0.8631787595847895, + "FN": 728, + "FP": 4518, + "IoU": 0.7592915481325135, + "TN": 4183774, + "TP": 16548, + "n_pred": 21066, + "n_ref": 17276 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 1752303, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "10": { + "Dice": 0.9087395318874812, + "FN": 460, + "FP": 1665, + "IoU": 0.8327430145611964, + "TN": 1739615, + "TP": 10580, + "n_pred": 12245, + "n_ref": 11040 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 35, + "IoU": 0.0, + "TN": 1752285, + "TP": 0, + "n_pred": 35, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1752319, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "13": { + "Dice": 0.7562863042513364, + "FN": 8746, + "FP": 3883, + "IoU": 0.608087140019861, + "TN": 1720096, + "TP": 19595, + "n_pred": 23478, + "n_ref": 28341 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6658708284324912, + "FN": 16551, + "FP": 2482, + "IoU": 0.4991052160640034, + "TN": 1714322, + "TP": 18965, + "n_pred": 21447, + "n_ref": 35516 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 16705, + "IoU": 0.0, + "TN": 1735615, + "TP": 0, + "n_pred": 16705, + "n_ref": 0 + }, + "4": { + "Dice": 0.4054621848739496, + "FN": 1132, + "FP": 0, + "IoU": 0.25428194993412384, + "TN": 1750802, + "TP": 386, + "n_pred": 386, + "n_ref": 1518 + }, + "5": { + "Dice": 0.8536007800529322, + "FN": 930, + "FP": 1172, + "IoU": 0.7445929526123937, + "TN": 1744090, + "TP": 6128, + "n_pred": 7300, + "n_ref": 7058 + }, + "6": { + "Dice": 0.9646592621050769, + "FN": 11768, + "FP": 4606, + "IoU": 0.931731194182934, + "TN": 1512474, + "TP": 223472, + "n_pred": 228078, + "n_ref": 235240 + }, + "7": { + "Dice": 0.5379346191687241, + "FN": 2669, + "FP": 22222, + "IoU": 0.3679278821736922, + "TN": 1712940, + "TP": 14489, + "n_pred": 36711, + "n_ref": 17158 + }, + "8": { + "Dice": 0.9402555441327655, + "FN": 1762, + "FP": 2306, + "IoU": 0.8872474292524737, + "TN": 1716241, + "TP": 32011, + "n_pred": 34317, + "n_ref": 33773 + }, + "9": { + "Dice": 0.7988804153821191, + "FN": 1336, + "FP": 8580, + "IoU": 0.6651131374535629, + "TN": 1722710, + "TP": 19694, + "n_pred": 28274, + "n_ref": 21030 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7978855021932291, + "FN": 382, + "FP": 3212, + "IoU": 0.6637350299401198, + "TN": 1566400, + "TP": 7094, + "n_pred": 10306, + "n_ref": 7476 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6493898438525127, + "FN": 4766, + "FP": 578, + "IoU": 0.4808122024676965, + "TN": 1566795, + "TP": 4949, + "n_pred": 5527, + "n_ref": 9715 + }, + "14": { + "Dice": 0.0, + "FN": 862, + "FP": 2171, + "IoU": 0.0, + "TN": 1574055, + "TP": 0, + "n_pred": 2171, + "n_ref": 862 + }, + "15": { + "Dice": 0.6969911504424778, + "FN": 17858, + "FP": 11246, + "IoU": 0.5349089921217061, + "TN": 1514511, + "TP": 33473, + "n_pred": 44719, + "n_ref": 51331 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 1577080, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "4": { + "Dice": 0.2825467215711118, + "FN": 4286, + "FP": 244, + "IoU": 0.16451493913684986, + "TN": 1571666, + "TP": 892, + "n_pred": 1136, + "n_ref": 5178 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9591020750534242, + "FN": 2697, + "FP": 7542, + "IoU": 0.9214179912047092, + "TN": 1446791, + "TP": 120058, + "n_pred": 127600, + "n_ref": 122755 + }, + "7": { + "Dice": 0.9367300095248505, + "FN": 3854, + "FP": 4250, + "IoU": 0.8809897936706073, + "TN": 1508993, + "TP": 59991, + "n_pred": 64241, + "n_ref": 63845 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9724165784331918, + "FN": 1499, + "FP": 1028, + "IoU": 0.9463140004248991, + "TN": 1530018, + "TP": 44543, + "n_pred": 45571, + "n_ref": 46042 + }, + "10": { + "Dice": 0.6265311936188396, + "FN": 3086, + "FP": 847, + "IoU": 0.4561670353982301, + "TN": 1569856, + "TP": 3299, + "n_pred": 4146, + "n_ref": 6385 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7440389116442364, + "FN": 8041, + "FP": 5957, + "IoU": 0.5924060216055673, + "TN": 1542745, + "TP": 20345, + "n_pred": 26302, + "n_ref": 28386 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.31560931081697857, + "FN": 18, + "FP": 11978, + "IoU": 0.18737298469042135, + "TN": 1562326, + "TP": 2766, + "n_pred": 14744, + "n_ref": 2784 + }, + "3": { + "Dice": 0.7242773310149967, + "FN": 11737, + "FP": 949, + "IoU": 0.5677388578438054, + "TN": 1547740, + "TP": 16662, + "n_pred": 17611, + "n_ref": 28399 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.16916433832867667, + "FN": 39, + "FP": 6503, + "IoU": 0.09239733629300777, + "TN": 1569880, + "TP": 666, + "n_pred": 7169, + "n_ref": 705 + }, + "7": { + "Dice": 0.848907948007671, + "FN": 52787, + "FP": 3939, + "IoU": 0.7374805051762517, + "TN": 1361005, + "TP": 159357, + "n_pred": 163296, + "n_ref": 212144 + }, + "8": { + "Dice": 0.8434568724725893, + "FN": 777, + "FP": 2978, + "IoU": 0.7292913272294715, + "TN": 1563217, + "TP": 10116, + "n_pred": 13094, + "n_ref": 10893 + }, + "9": { + "Dice": 0.5971443141254462, + "FN": 2162, + "FP": 998, + "IoU": 0.425663395129044, + "TN": 1571586, + "TP": 2342, + "n_pred": 3340, + "n_ref": 4504 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9755915433798479, + "FN": 212, + "FP": 311, + "IoU": 0.9523462414578587, + "TN": 1040417, + "TP": 10452, + "n_pred": 10763, + "n_ref": 10664 + }, + "10": { + "Dice": 0.8445358777001384, + "FN": 1024, + "FP": 3359, + "IoU": 0.730906188605108, + "TN": 1035104, + "TP": 11905, + "n_pred": 15264, + "n_ref": 12929 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7189844200807848, + "FN": 204, + "FP": 770, + "IoU": 0.5612612612612613, + "TN": 1049172, + "TP": 1246, + "n_pred": 2016, + "n_ref": 1450 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 104, + "IoU": 0.0, + "TN": 1051288, + "TP": 0, + "n_pred": 104, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9672938772820141, + "FN": 1226, + "FP": 2744, + "IoU": 0.9366593806340444, + "TN": 988715, + "TP": 58707, + "n_pred": 61451, + "n_ref": 59933 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8750744786494539, + "FN": 238, + "FP": 391, + "IoU": 0.7778954802259888, + "TN": 1048560, + "TP": 2203, + "n_pred": 2594, + "n_ref": 2441 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0401.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9781592709132486, + "FN": 4722, + "FP": 1171, + "IoU": 0.9572521852671285, + "TN": 1964929, + "TP": 131962, + "n_pred": 133133, + "n_ref": 136684 + }, + "10": { + "Dice": 0.7150837988826816, + "FN": 51, + "FP": 0, + "IoU": 0.5565217391304348, + "TN": 2102669, + "TP": 64, + "n_pred": 64, + "n_ref": 115 + }, + "11": { + "Dice": 0.8115577889447236, + "FN": 43, + "FP": 257, + "IoU": 0.6828752642706131, + "TN": 2101838, + "TP": 646, + "n_pred": 903, + "n_ref": 689 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.597479614529281, + "FN": 224, + "FP": 319, + "IoU": 0.4260042283298097, + "TN": 2101838, + "TP": 403, + "n_pred": 722, + "n_ref": 627 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 11109, + "IoU": 0.0, + "TN": 2091675, + "TP": 0, + "n_pred": 11109, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1773, + "IoU": 0.0, + "TN": 2101011, + "TP": 0, + "n_pred": 1773, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 4, + "FP": 0, + "IoU": 0.0, + "TN": 2102780, + "TP": 0, + "n_pred": 0, + "n_ref": 4 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8926045577577927, + "FN": 1264, + "FP": 1196, + "IoU": 0.8060395805408815, + "TN": 2090101, + "TP": 10223, + "n_pred": 11419, + "n_ref": 11487 + }, + "6": { + "Dice": 0.9776849887055924, + "FN": 2472, + "FP": 5352, + "IoU": 0.9563441580180784, + "TN": 1923564, + "TP": 171396, + "n_pred": 176748, + "n_ref": 173868 + }, + "7": { + "Dice": 0.9516149702984015, + "FN": 13036, + "FP": 933, + "IoU": 0.9076960690379748, + "TN": 1951447, + "TP": 137368, + "n_pred": 138301, + "n_ref": 150404 + }, + "8": { + "Dice": 0.9638464830931659, + "FN": 2228, + "FP": 306, + "IoU": 0.9302159065873541, + "TN": 2066472, + "TP": 33778, + "n_pred": 34084, + "n_ref": 36006 + }, + "9": { + "Dice": 0.9037931034482759, + "FN": 370, + "FP": 746, + "IoU": 0.8244731047499213, + "TN": 2096426, + "TP": 5242, + "n_pred": 5988, + "n_ref": 5612 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0402.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.6063378173307495, + "FN": 4070.0, + "FP": 2910.511111111111, + "IoU": 0.5181931226746564, + "TN": 1627813.1644444445, + "TP": 18228.191111111115, + "n_pred": 21138.70222222222, + "n_ref": 22298.191111111115 + }, + "mean": { + "1": { + "Dice": 0.8086468371622243, + "FN": 2159.233333333333, + "FP": 894.1333333333333, + "IoU": 0.7466914891890156, + "TN": 1619115.1, + "TP": 30853.4, + "n_pred": 31747.533333333333, + "n_ref": 33012.63333333333 + }, + "10": { + "Dice": 0.6742483269837157, + "FN": 3719.133333333333, + "FP": 2169.4666666666667, + "IoU": 0.5437022940041251, + "TN": 1640439.4333333333, + "TP": 6693.833333333333, + "n_pred": 8863.3, + "n_ref": 10412.966666666667 + }, + "11": { + "Dice": 0.34832710335194844, + "FN": 359.53333333333336, + "FP": 104.26666666666667, + "IoU": 0.2556220909861713, + "TN": 1652316.9333333333, + "TP": 241.13333333333333, + "n_pred": 345.4, + "n_ref": 600.6666666666666 + }, + "12": { + "Dice": 0.21477997879355656, + "FN": 381.1333333333333, + "FP": 195.63333333333333, + "IoU": 0.15302963919336945, + "TN": 1652104.5333333334, + "TP": 340.56666666666666, + "n_pred": 536.2, + "n_ref": 721.7 + }, + "13": { + "Dice": 0.4974205231240772, + "FN": 7202.9, + "FP": 2755.8333333333335, + "IoU": 0.37272898693608275, + "TN": 1637632.9, + "TP": 5430.233333333334, + "n_pred": 8186.066666666667, + "n_ref": 12633.133333333333 + }, + "14": { + "Dice": 0.515136715004997, + "FN": 4734.166666666667, + "FP": 895.6, + "IoU": 0.419291282464144, + "TN": 1634992.6666666667, + "TP": 12399.433333333332, + "n_pred": 13295.033333333333, + "n_ref": 17133.6 + }, + "15": { + "Dice": 0.5116164166748242, + "FN": 1565.3, + "FP": 2596.0666666666666, + "IoU": 0.40969481677544267, + "TN": 1642549.2333333334, + "TP": 6311.266666666666, + "n_pred": 8907.333333333334, + "n_ref": 7876.566666666667 + }, + "2": { + "Dice": 0.7061476466769713, + "FN": 2034.8333333333333, + "FP": 857.5666666666667, + "IoU": 0.6376376781964832, + "TN": 1638798.3333333333, + "TP": 11331.133333333333, + "n_pred": 12188.7, + "n_ref": 13365.966666666667 + }, + "3": { + "Dice": 0.743835535276537, + "FN": 891.6666666666666, + "FP": 3542.7, + "IoU": 0.6650908725896616, + "TN": 1633847.4333333333, + "TP": 14740.066666666668, + "n_pred": 18282.766666666666, + "n_ref": 15631.733333333334 + }, + "4": { + "Dice": 0.5924858287308259, + "FN": 3200.733333333333, + "FP": 763.6, + "IoU": 0.49316689039181477, + "TN": 1643813.7666666666, + "TP": 5243.766666666666, + "n_pred": 6007.366666666667, + "n_ref": 8444.5 + }, + "5": { + "Dice": 0.5669922632604176, + "FN": 803.6666666666666, + "FP": 274.06666666666666, + "IoU": 0.4518342790805786, + "TN": 1650101.4, + "TP": 1842.7333333333333, + "n_pred": 2116.8, + "n_ref": 2646.4 + }, + "6": { + "Dice": 0.9031973422246619, + "FN": 4808.933333333333, + "FP": 17956.933333333334, + "IoU": 0.8486805981899634, + "TN": 1530838.4333333333, + "TP": 99417.56666666667, + "n_pred": 117374.5, + "n_ref": 104226.5 + }, + "7": { + "Dice": 0.6758505682748095, + "FN": 25926.0, + "FP": 8761.0, + "IoU": 0.5900803266847284, + "TN": 1556434.3, + "TP": 61900.566666666666, + "n_pred": 70661.56666666667, + "n_ref": 87826.56666666667 + }, + "8": { + "Dice": 0.7571063510959706, + "FN": 1222.1333333333334, + "FP": 1038.7, + "IoU": 0.691384471182755, + "TN": 1639477.8666666667, + "TP": 11283.166666666666, + "n_pred": 12321.866666666667, + "n_ref": 12505.3 + }, + "9": { + "Dice": 0.5792758233257052, + "FN": 2040.6333333333334, + "FP": 852.1, + "IoU": 0.4942611242555114, + "TN": 1644735.1333333333, + "TP": 5394.0, + "n_pred": 6246.1, + "n_ref": 7434.633333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.966999664767013, + "FN": 2884, + "FP": 4499, + "IoU": 0.9361077937587622, + "TN": 1286302, + "TP": 108171, + "n_pred": 112670, + "n_ref": 111055 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.06551724137931035, + "FN": 542, + "FP": 0, + "IoU": 0.0338680926916221, + "TN": 1401295, + "TP": 19, + "n_pred": 19, + "n_ref": 561 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.857645875251509, + "FN": 328, + "FP": 238, + "IoU": 0.7507705856450902, + "TN": 1399585, + "TP": 1705, + "n_pred": 1943, + "n_ref": 2033 + }, + "3": { + "Dice": 0.8875970294700762, + "FN": 2738, + "FP": 607, + "IoU": 0.7979096181730304, + "TN": 1385304, + "TP": 13207, + "n_pred": 13814, + "n_ref": 15945 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.969245885765008, + "FN": 6854, + "FP": 6104, + "IoU": 0.940326962928851, + "TN": 1184706, + "TP": 204192, + "n_pred": 210296, + "n_ref": 211046 + }, + "7": { + "Dice": 0.8083622676742626, + "FN": 25722, + "FP": 550, + "IoU": 0.6783624299111187, + "TN": 1320174, + "TP": 55410, + "n_pred": 55960, + "n_ref": 81132 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8028169014084507, + "FN": 16, + "FP": 12, + "IoU": 0.6705882352941176, + "TN": 1577003, + "TP": 57, + "n_pred": 69, + "n_ref": 73 + }, + "10": { + "Dice": 0.8180862250262881, + "FN": 191, + "FP": 328, + "IoU": 0.6921708185053381, + "TN": 1575402, + "TP": 1167, + "n_pred": 1495, + "n_ref": 1358 + }, + "11": { + "Dice": 0.7444377630787733, + "FN": 467, + "FP": 383, + "IoU": 0.592911877394636, + "TN": 1575000, + "TP": 1238, + "n_pred": 1621, + "n_ref": 1705 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 1577065, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7943975152822015, + "FN": 6495, + "FP": 3898, + "IoU": 0.6589215975845886, + "TN": 1546617, + "TP": 20078, + "n_pred": 23976, + "n_ref": 26573 + }, + "15": { + "Dice": 0.6865927151168844, + "FN": 7969, + "FP": 19126, + "IoU": 0.5227568957621447, + "TN": 1520314, + "TP": 29679, + "n_pred": 48805, + "n_ref": 37648 + }, + "2": { + "Dice": 0.9392078807098037, + "FN": 2720, + "FP": 884, + "IoU": 0.8853835389899504, + "TN": 1545644, + "TP": 27840, + "n_pred": 28724, + "n_ref": 30560 + }, + "3": { + "Dice": 0.5704622322435174, + "FN": 106, + "FP": 656, + "IoU": 0.3990536277602524, + "TN": 1575820, + "TP": 506, + "n_pred": 1162, + "n_ref": 612 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7280851409537736, + "FN": 2101, + "FP": 1246, + "IoU": 0.5724322943280531, + "TN": 1569260, + "TP": 4481, + "n_pred": 5727, + "n_ref": 6582 + }, + "6": { + "Dice": 0.9657195250881805, + "FN": 4427, + "FP": 2901, + "IoU": 0.9337114530471202, + "TN": 1466541, + "TP": 103219, + "n_pred": 106120, + "n_ref": 107646 + }, + "7": { + "Dice": 0.7353054761720862, + "FN": 368, + "FP": 3059, + "IoU": 0.5814095517283498, + "TN": 1568901, + "TP": 4760, + "n_pred": 7819, + "n_ref": 5128 + }, + "8": { + "Dice": 0.9431753070426746, + "FN": 663, + "FP": 1618, + "IoU": 0.8924614586771015, + "TN": 1555877, + "TP": 18930, + "n_pred": 20548, + "n_ref": 19593 + }, + "9": { + "Dice": 0.7933797909407666, + "FN": 139, + "FP": 1047, + "IoU": 0.6575223794397921, + "TN": 1573625, + "TP": 2277, + "n_pred": 3324, + "n_ref": 2416 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8960394700051412, + "FN": 22305, + "FP": 747, + "IoU": 0.811658972997263, + "TN": 1454693, + "TP": 99343, + "n_pred": 100090, + "n_ref": 121648 + }, + "10": { + "Dice": 0.0, + "FN": 27288, + "FP": 196, + "IoU": 0.0, + "TN": 1549604, + "TP": 0, + "n_pred": 196, + "n_ref": 27288 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 166, + "IoU": 0.0, + "TN": 1576922, + "TP": 0, + "n_pred": 166, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 1577071, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 3475, + "FP": 940, + "IoU": 0.0, + "TN": 1572673, + "TP": 0, + "n_pred": 940, + "n_ref": 3475 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.20465503223732723, + "FN": 42065, + "FP": 0, + "IoU": 0.11399203825010004, + "TN": 1529611, + "TP": 5412, + "n_pred": 5412, + "n_ref": 47477 + }, + "5": { + "Dice": 0.3698841698841699, + "FN": 3070, + "FP": 194, + "IoU": 0.22690667929891048, + "TN": 1572866, + "TP": 958, + "n_pred": 1152, + "n_ref": 4028 + }, + "6": { + "Dice": 0.8069665493543071, + "FN": 2703, + "FP": 37940, + "IoU": 0.6763989299022262, + "TN": 1451492, + "TP": 84953, + "n_pred": 122893, + "n_ref": 87656 + }, + "7": { + "Dice": 0.6768998042356291, + "FN": 6918, + "FP": 344, + "IoU": 0.5116013181787612, + "TN": 1562219, + "TP": 7607, + "n_pred": 7951, + "n_ref": 14525 + }, + "8": { + "Dice": 0.956110168807043, + "FN": 2191, + "FP": 526, + "IoU": 0.9159109900653029, + "TN": 1544777, + "TP": 29594, + "n_pred": 30120, + "n_ref": 31785 + }, + "9": { + "Dice": 0.0, + "FN": 21980, + "FP": 56, + "IoU": 0.0, + "TN": 1555052, + "TP": 0, + "n_pred": 56, + "n_ref": 21980 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8369044618099319, + "FN": 545, + "FP": 102, + "IoU": 0.7195491980927612, + "TN": 1224317, + "TP": 1660, + "n_pred": 1762, + "n_ref": 2205 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1088, + "IoU": 0.0, + "TN": 1225536, + "TP": 0, + "n_pred": 1088, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8273894436519258, + "FN": 51, + "FP": 70, + "IoU": 0.7055961070559611, + "TN": 1226213, + "TP": 290, + "n_pred": 360, + "n_ref": 341 + }, + "4": { + "Dice": 0.8850104653034938, + "FN": 1150, + "FP": 2421, + "IoU": 0.7937388089874661, + "TN": 1209311, + "TP": 13742, + "n_pred": 16163, + "n_ref": 14892 + }, + "5": { + "Dice": 0.8381949638494142, + "FN": 272, + "FP": 377, + "IoU": 0.7214592274678111, + "TN": 1224294, + "TP": 1681, + "n_pred": 2058, + "n_ref": 1953 + }, + "6": { + "Dice": 0.9543337087467465, + "FN": 9143, + "FP": 6630, + "IoU": 0.9126560899299498, + "TN": 1046039, + "TP": 164812, + "n_pred": 171442, + "n_ref": 173955 + }, + "7": { + "Dice": 0.9491328040964006, + "FN": 5864, + "FP": 5580, + "IoU": 0.9031900584547969, + "TN": 1108413, + "TP": 106767, + "n_pred": 112347, + "n_ref": 112631 + }, + "8": { + "Dice": 0.8036006546644845, + "FN": 203, + "FP": 757, + "IoU": 0.6716826265389877, + "TN": 1223700, + "TP": 1964, + "n_pred": 2721, + "n_ref": 2167 + }, + "9": { + "Dice": 0.8241085101728287, + "FN": 4615, + "FP": 5033, + "IoU": 0.7008372093023256, + "TN": 1194374, + "TP": 22602, + "n_pred": 27635, + "n_ref": 27217 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7269618738245854, + "FN": 1594, + "FP": 3, + "IoU": 0.5710448562986838, + "TN": 1573365, + "TP": 2126, + "n_pred": 2129, + "n_ref": 3720 + }, + "10": { + "Dice": 0.5842271564602455, + "FN": 9092, + "FP": 10251, + "IoU": 0.41265599854249535, + "TN": 1544155, + "TP": 13590, + "n_pred": 23841, + "n_ref": 22682 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.14213197969543148, + "FN": 60, + "FP": 278, + "IoU": 0.07650273224043716, + "TN": 1576722, + "TP": 28, + "n_pred": 306, + "n_ref": 88 + }, + "13": { + "Dice": 0.7033386327503974, + "FN": 5646, + "FP": 1818, + "IoU": 0.5424227562530652, + "TN": 1560776, + "TP": 8848, + "n_pred": 10666, + "n_ref": 14494 + }, + "14": { + "Dice": 0.9141021500807343, + "FN": 25142, + "FP": 127, + "IoU": 0.8417938668436409, + "TN": 1417366, + "TP": 134453, + "n_pred": 134580, + "n_ref": 159595 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9665770125682044, + "FN": 4302, + "FP": 10436, + "IoU": 0.9353159590249555, + "TN": 1349242, + "TP": 213108, + "n_pred": 223544, + "n_ref": 217410 + }, + "7": { + "Dice": 0.8668565834772375, + "FN": 5438, + "FP": 6667, + "IoU": 0.7650016501329813, + "TN": 1525577, + "TP": 39406, + "n_pred": 46073, + "n_ref": 44844 + }, + "8": { + "Dice": 0.9137554117193193, + "FN": 1727, + "FP": 2297, + "IoU": 0.8412059508306696, + "TN": 1551747, + "TP": 21317, + "n_pred": 23614, + "n_ref": 23044 + }, + "9": { + "Dice": 0.9048203069833128, + "FN": 2345, + "FP": 216, + "IoU": 0.8261843355504276, + "TN": 1562354, + "TP": 12173, + "n_pred": 12389, + "n_ref": 14518 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 1752310, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "10": { + "Dice": 0.8562165210036651, + "FN": 600, + "FP": 420, + "IoU": 0.748582696573823, + "TN": 1748263, + "TP": 3037, + "n_pred": 3457, + "n_ref": 3637 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8837420940073714, + "FN": 3204, + "FP": 4461, + "IoU": 0.7917006359041252, + "TN": 1715522, + "TP": 29133, + "n_pred": 33594, + "n_ref": 32337 + }, + "15": { + "Dice": 0.8450003636099193, + "FN": 20744, + "FP": 570, + "IoU": 0.7316022767339949, + "TN": 1672908, + "TP": 58098, + "n_pred": 58668, + "n_ref": 78842 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8930546577605402, + "FN": 1451, + "FP": 38, + "IoU": 0.8067739423825591, + "TN": 1744614, + "TP": 6217, + "n_pred": 6255, + "n_ref": 7668 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9548999112796916, + "FN": 21901, + "FP": 3211, + "IoU": 0.9136923071635522, + "TN": 1461361, + "TP": 265847, + "n_pred": 269058, + "n_ref": 287748 + }, + "7": { + "Dice": 0.7970706161525244, + "FN": 2904, + "FP": 16936, + "IoU": 0.6626079858513026, + "TN": 1693516, + "TP": 38964, + "n_pred": 55900, + "n_ref": 41868 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9175784099197666, + "FN": 45, + "FP": 68, + "IoU": 0.8477088948787062, + "TN": 1576346, + "TP": 629, + "n_pred": 697, + "n_ref": 674 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9518395047029409, + "FN": 3050, + "FP": 186, + "IoU": 0.9081047310728687, + "TN": 1541874, + "TP": 31978, + "n_pred": 32164, + "n_ref": 35028 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 185, + "FP": 0, + "IoU": 0.0, + "TN": 1576903, + "TP": 0, + "n_pred": 0, + "n_ref": 185 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8979048885932823, + "FN": 264, + "FP": 1271, + "IoU": 0.8147254073627037, + "TN": 1218339, + "TP": 6750, + "n_pred": 8021, + "n_ref": 7014 + }, + "10": { + "Dice": 0.5551280753265162, + "FN": 5632, + "FP": 3156, + "IoU": 0.384205731903861, + "TN": 1212353, + "TP": 5483, + "n_pred": 8639, + "n_ref": 11115 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.42744892613934, + "FN": 1895, + "FP": 291, + "IoU": 0.27181878747501664, + "TN": 1223622, + "TP": 816, + "n_pred": 1107, + "n_ref": 2711 + }, + "13": { + "Dice": 0.715708612720526, + "FN": 5016, + "FP": 3718, + "IoU": 0.5572789943227899, + "TN": 1206896, + "TP": 10994, + "n_pred": 14712, + "n_ref": 16010 + }, + "14": { + "Dice": 0.9607668219547205, + "FN": 9652, + "FP": 1035, + "IoU": 0.9244959093413969, + "TN": 1085082, + "TP": 130855, + "n_pred": 131890, + "n_ref": 140507 + }, + "15": { + "Dice": 0.5184083302342878, + "FN": 2983, + "FP": 902, + "IoU": 0.3498995983935743, + "TN": 1220648, + "TP": 2091, + "n_pred": 2993, + "n_ref": 5074 + }, + "2": { + "Dice": 0.8102108246028666, + "FN": 14819, + "FP": 1322, + "IoU": 0.680970075503024, + "TN": 1176030, + "TP": 34453, + "n_pred": 35775, + "n_ref": 49272 + }, + "3": { + "Dice": 0.7961535995897173, + "FN": 2461, + "FP": 13438, + "IoU": 0.6613415127697191, + "TN": 1179677, + "TP": 31048, + "n_pred": 44486, + "n_ref": 33509 + }, + "4": { + "Dice": 0.8631437226523057, + "FN": 3921, + "FP": 2178, + "IoU": 0.7592373282804358, + "TN": 1201292, + "TP": 19233, + "n_pred": 21411, + "n_ref": 23154 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9276325944219512, + "FN": 2340, + "FP": 3755, + "IoU": 0.8650324409309329, + "TN": 1181465, + "TP": 39064, + "n_pred": 42819, + "n_ref": 41404 + }, + "7": { + "Dice": 0.9552325451581932, + "FN": 760, + "FP": 1245, + "IoU": 0.9143015900153872, + "TN": 1203228, + "TP": 21391, + "n_pred": 22636, + "n_ref": 22151 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7830423940149626, + "FN": 244, + "FP": 713, + "IoU": 0.6434426229508197, + "TN": 1223940, + "TP": 1727, + "n_pred": 2440, + "n_ref": 1971 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7536733185513673, + "FN": 7550, + "FP": 9114, + "IoU": 0.6047157055767726, + "TN": 1359699, + "TP": 25493, + "n_pred": 34607, + "n_ref": 33043 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1731, + "IoU": 0.0, + "TN": 1400125, + "TP": 0, + "n_pred": 1731, + "n_ref": 0 + }, + "13": { + "Dice": 0.6116514558553294, + "FN": 43220, + "FP": 7289, + "IoU": 0.44056044747189455, + "TN": 1311571, + "TP": 39776, + "n_pred": 47065, + "n_ref": 82996 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9177646248023675, + "FN": 3614, + "FP": 4500, + "IoU": 0.848026820999794, + "TN": 1348465, + "TP": 45277, + "n_pred": 49777, + "n_ref": 48891 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 62, + "FP": 523, + "IoU": 0.0, + "TN": 1401271, + "TP": 0, + "n_pred": 523, + "n_ref": 62 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9319587821401725, + "FN": 5248, + "FP": 9325, + "IoU": 0.8725869063439883, + "TN": 1287480, + "TP": 99803, + "n_pred": 109128, + "n_ref": 105051 + }, + "7": { + "Dice": 0.7315606187403828, + "FN": 37509, + "FP": 12210, + "IoU": 0.5767407016438659, + "TN": 1284389, + "TP": 67748, + "n_pred": 79958, + "n_ref": 105257 + }, + "8": { + "Dice": 0.0, + "FN": 12, + "FP": 13, + "IoU": 0.0, + "TN": 1401831, + "TP": 0, + "n_pred": 13, + "n_ref": 12 + }, + "9": { + "Dice": 0.5541869569368854, + "FN": 1297, + "FP": 3372, + "IoU": 0.3833047153612469, + "TN": 1394285, + "TP": 2902, + "n_pred": 6274, + "n_ref": 4199 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9600974124043495, + "FN": 7605, + "FP": 5077, + "IoU": 0.923257066437523, + "TN": 2112763, + "TP": 152571, + "n_pred": 157648, + "n_ref": 160176 + }, + "10": { + "Dice": 0.6934619002822201, + "FN": 8519, + "FP": 4515, + "IoU": 0.5307628613601181, + "TN": 2250239, + "TP": 14743, + "n_pred": 19258, + "n_ref": 23262 + }, + "11": { + "Dice": 0.7093153759820426, + "FN": 603, + "FP": 433, + "IoU": 0.5495652173913044, + "TN": 2275716, + "TP": 1264, + "n_pred": 1697, + "n_ref": 1867 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 45, + "IoU": 0.0, + "TN": 2277971, + "TP": 0, + "n_pred": 45, + "n_ref": 0 + }, + "13": { + "Dice": 0.8065946245497367, + "FN": 2657, + "FP": 135, + "IoU": 0.6758764801485954, + "TN": 2269402, + "TP": 5822, + "n_pred": 5957, + "n_ref": 8479 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9346028254219227, + "FN": 5964, + "FP": 3549, + "IoU": 0.8772341880783079, + "TN": 2200527, + "TP": 67976, + "n_pred": 71525, + "n_ref": 73940 + }, + "3": { + "Dice": 0.9342508108763528, + "FN": 1281, + "FP": 5226, + "IoU": 0.8766141418738267, + "TN": 2225279, + "TP": 46230, + "n_pred": 51456, + "n_ref": 47511 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7719535947158946, + "FN": 2384, + "FP": 309, + "IoU": 0.6286029513170597, + "TN": 2270765, + "TP": 4558, + "n_pred": 4867, + "n_ref": 6942 + }, + "6": { + "Dice": 0.2614071372474846, + "FN": 3289, + "FP": 355967, + "IoU": 0.15035557941588956, + "TN": 1855185, + "TP": 63575, + "n_pred": 419542, + "n_ref": 66864 + }, + "7": { + "Dice": 0.47388279364663055, + "FN": 358345, + "FP": 10752, + "IoU": 0.310515333733092, + "TN": 1742693, + "TP": 166226, + "n_pred": 176978, + "n_ref": 524571 + }, + "8": { + "Dice": 0.9455102138449026, + "FN": 323, + "FP": 816, + "IoU": 0.8966518464749116, + "TN": 2266995, + "TP": 9882, + "n_pred": 10698, + "n_ref": 10205 + }, + "9": { + "Dice": 0.8063540090771558, + "FN": 671, + "FP": 353, + "IoU": 0.6755386565272496, + "TN": 2274860, + "TP": 2132, + "n_pred": 2485, + "n_ref": 2803 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9508987375119055, + "FN": 992, + "FP": 1431, + "IoU": 0.9063936642843345, + "TN": 1375971, + "TP": 23462, + "n_pred": 24893, + "n_ref": 24454 + }, + "10": { + "Dice": 0.6886073966756074, + "FN": 10042, + "FP": 5863, + "IoU": 0.5250962945268878, + "TN": 1368365, + "TP": 17586, + "n_pred": 23449, + "n_ref": 27628 + }, + "11": { + "Dice": 0.1452991452991453, + "FN": 400, + "FP": 0, + "IoU": 0.07834101382488479, + "TN": 1401422, + "TP": 34, + "n_pred": 34, + "n_ref": 434 + }, + "12": { + "Dice": 0.687333923826395, + "FN": 971, + "FP": 441, + "IoU": 0.5236167341430499, + "TN": 1398892, + "TP": 1552, + "n_pred": 1993, + "n_ref": 2523 + }, + "13": { + "Dice": 0.6194745621351125, + "FN": 857, + "FP": 6443, + "IoU": 0.4487237577405226, + "TN": 1388614, + "TP": 5942, + "n_pred": 12385, + "n_ref": 6799 + }, + "14": { + "Dice": 0.43807463493780424, + "FN": 2078, + "FP": 0, + "IoU": 0.2804709141274238, + "TN": 1398968, + "TP": 810, + "n_pred": 810, + "n_ref": 2888 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9031897034135422, + "FN": 57, + "FP": 116, + "IoU": 0.823469387755102, + "TN": 1400876, + "TP": 807, + "n_pred": 923, + "n_ref": 864 + }, + "3": { + "Dice": 0.9264609323703218, + "FN": 95, + "FP": 577, + "IoU": 0.8629969418960245, + "TN": 1396951, + "TP": 4233, + "n_pred": 4810, + "n_ref": 4328 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7175141242937854, + "FN": 1007, + "FP": 793, + "IoU": 0.5594713656387665, + "TN": 1397770, + "TP": 2286, + "n_pred": 3079, + "n_ref": 3293 + }, + "7": { + "Dice": 0.9773056788504105, + "FN": 3832, + "FP": 5857, + "IoU": 0.9556185642566601, + "TN": 1183544, + "TP": 208623, + "n_pred": 214480, + "n_ref": 212455 + }, + "8": { + "Dice": 0.9543877588284703, + "FN": 862, + "FP": 387, + "IoU": 0.9127549594858899, + "TN": 1387540, + "TP": 13067, + "n_pred": 13454, + "n_ref": 13929 + }, + "9": { + "Dice": 0.8995503262670318, + "FN": 719, + "FP": 2252, + "IoU": 0.8174388595305395, + "TN": 1385582, + "TP": 13303, + "n_pred": 15555, + "n_ref": 14022 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9773947182774592, + "FN": 623, + "FP": 114, + "IoU": 0.9557888422315537, + "TN": 1560418, + "TP": 15933, + "n_pred": 16047, + "n_ref": 16556 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.3835616438356164, + "FN": 45, + "FP": 0, + "IoU": 0.23728813559322035, + "TN": 1577029, + "TP": 14, + "n_pred": 14, + "n_ref": 59 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1856, + "IoU": 0.0, + "TN": 1575232, + "TP": 0, + "n_pred": 1856, + "n_ref": 0 + }, + "3": { + "Dice": 0.9414540674933093, + "FN": 5264, + "FP": 5827, + "IoU": 0.8893842379271139, + "TN": 1476822, + "TP": 89175, + "n_pred": 95002, + "n_ref": 94439 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.536928487690504, + "FN": 27, + "FP": 368, + "IoU": 0.36698717948717946, + "TN": 1576464, + "TP": 229, + "n_pred": 597, + "n_ref": 256 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0776233828461907, + "FN": 1924, + "FP": 1, + "IoU": 0.04037886340977069, + "TN": 1575082, + "TP": 81, + "n_pred": 82, + "n_ref": 2005 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 1577081, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9589759812355814, + "FN": 2504, + "FP": 2813, + "IoU": 0.9211852598499897, + "TN": 1509626, + "TP": 62145, + "n_pred": 64958, + "n_ref": 64649 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9702184756293206, + "FN": 1940, + "FP": 2144, + "IoU": 0.9421595286653071, + "TN": 1506480, + "TP": 66524, + "n_pred": 68668, + "n_ref": 68464 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8641708663306935, + "FN": 804, + "FP": 328, + "IoU": 0.7608282273399535, + "TN": 1221891, + "TP": 3601, + "n_pred": 3929, + "n_ref": 4405 + }, + "10": { + "Dice": 0.5952671824804308, + "FN": 5606, + "FP": 3339, + "IoU": 0.42375829414417315, + "TN": 1211101, + "TP": 6578, + "n_pred": 9917, + "n_ref": 12184 + }, + "11": { + "Dice": 0.5552130553037171, + "FN": 1070, + "FP": 1383, + "IoU": 0.3842871485943775, + "TN": 1222640, + "TP": 1531, + "n_pred": 2914, + "n_ref": 2601 + }, + "12": { + "Dice": 0.39938140344094336, + "FN": 2520, + "FP": 587, + "IoU": 0.2495169082125604, + "TN": 1222484, + "TP": 1033, + "n_pred": 1620, + "n_ref": 3553 + }, + "13": { + "Dice": 0.4085633841505288, + "FN": 4552, + "FP": 29898, + "IoU": 0.25672614295885565, + "TN": 1180275, + "TP": 11899, + "n_pred": 41797, + "n_ref": 16451 + }, + "14": { + "Dice": 0.7267132204994674, + "FN": 25093, + "FP": 306, + "IoU": 0.570738055400632, + "TN": 1167455, + "TP": 33770, + "n_pred": 34076, + "n_ref": 58863 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9425680233865528, + "FN": 1448, + "FP": 3660, + "IoU": 0.8913746172167404, + "TN": 1179600, + "TP": 41916, + "n_pred": 45576, + "n_ref": 43364 + }, + "3": { + "Dice": 0.9368184277213063, + "FN": 1137, + "FP": 1082, + "IoU": 0.8811462238885913, + "TN": 1207954, + "TP": 16451, + "n_pred": 17533, + "n_ref": 17588 + }, + "4": { + "Dice": 0.8087420265607027, + "FN": 715, + "FP": 4772, + "IoU": 0.6788974719101124, + "TN": 1209536, + "TP": 11601, + "n_pred": 16373, + "n_ref": 12316 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 470, + "IoU": 0.0, + "TN": 1226154, + "TP": 0, + "n_pred": 470, + "n_ref": 0 + }, + "6": { + "Dice": 0.9628579679932547, + "FN": 5710, + "FP": 5479, + "IoU": 0.9283761898360635, + "TN": 1070405, + "TP": 145030, + "n_pred": 150509, + "n_ref": 150740 + }, + "7": { + "Dice": 0.681895307316332, + "FN": 9187, + "FP": 3374, + "IoU": 0.5173301567783585, + "TN": 1200600, + "TP": 13463, + "n_pred": 16837, + "n_ref": 22650 + }, + "8": { + "Dice": 0.879408493096905, + "FN": 60, + "FP": 1783, + "IoU": 0.7847716921639613, + "TN": 1218061, + "TP": 6720, + "n_pred": 8503, + "n_ref": 6780 + }, + "9": { + "Dice": 0.7287538972141205, + "FN": 1321, + "FP": 1376, + "IoU": 0.573259493670886, + "TN": 1220304, + "TP": 3623, + "n_pred": 4999, + "n_ref": 4944 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 876157, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "10": { + "Dice": 0.7210421976777117, + "FN": 446, + "FP": 1524, + "IoU": 0.5637732506643047, + "TN": 871644, + "TP": 2546, + "n_pred": 4070, + "n_ref": 2992 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7075388677031388, + "FN": 813, + "FP": 184, + "IoU": 0.5474353154788925, + "TN": 873957, + "TP": 1206, + "n_pred": 1390, + "n_ref": 2019 + }, + "13": { + "Dice": 0.4834718048435567, + "FN": 3660, + "FP": 2184, + "IoU": 0.31880172514279054, + "TN": 867581, + "TP": 2735, + "n_pred": 4919, + "n_ref": 6395 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9276091020434475, + "FN": 930, + "FP": 1316, + "IoU": 0.8649915845155085, + "TN": 859524, + "TP": 14390, + "n_pred": 15706, + "n_ref": 15320 + }, + "4": { + "Dice": 0.7015540754836663, + "FN": 902, + "FP": 39, + "IoU": 0.5403028822667318, + "TN": 874113, + "TP": 1106, + "n_pred": 1145, + "n_ref": 2008 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9767625, + "FN": 1288, + "FP": 2430, + "IoU": 0.9545804370930503, + "TN": 794301, + "TP": 78141, + "n_pred": 80571, + "n_ref": 79429 + }, + "7": { + "Dice": 0.05851590106007067, + "FN": 41, + "FP": 6620, + "IoU": 0.03013977868375073, + "TN": 869292, + "TP": 207, + "n_pred": 6827, + "n_ref": 248 + }, + "8": { + "Dice": 0.963278581883233, + "FN": 380, + "FP": 749, + "IoU": 0.9291585618372341, + "TN": 860223, + "TP": 14808, + "n_pred": 15557, + "n_ref": 15188 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9859642536862082, + "FN": 3032, + "FP": 1006, + "IoU": 0.9723170581218379, + "TN": 1606454, + "TP": 141828, + "n_pred": 142834, + "n_ref": 144860 + }, + "10": { + "Dice": 0.8230029089281719, + "FN": 408, + "FP": 383, + "IoU": 0.6992395437262358, + "TN": 1749690, + "TP": 1839, + "n_pred": 2222, + "n_ref": 2247 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 1752298, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9670062852488743, + "FN": 510, + "FP": 1637, + "IoU": 0.9361202023207379, + "TN": 1718710, + "TP": 31463, + "n_pred": 33100, + "n_ref": 31973 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5760709010339734, + "FN": 856, + "FP": 5, + "IoU": 0.4045643153526971, + "TN": 1750874, + "TP": 585, + "n_pred": 590, + "n_ref": 1441 + }, + "6": { + "Dice": 0.9552166632985941, + "FN": 9200, + "FP": 3210, + "IoU": 0.9142724905188552, + "TN": 1607559, + "TP": 132351, + "n_pred": 135561, + "n_ref": 141551 + }, + "7": { + "Dice": 0.9109237536656891, + "FN": 230, + "FP": 256, + "IoU": 0.8364187142376305, + "TN": 1749349, + "TP": 2485, + "n_pred": 2741, + "n_ref": 2715 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7593818984547461, + "FN": 114, + "FP": 867, + "IoU": 0.6120996441281139, + "TN": 1749791, + "TP": 1548, + "n_pred": 2415, + "n_ref": 1662 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 1577076, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8651267969633338, + "FN": 828, + "FP": 7, + "IoU": 0.762311414745232, + "TN": 1573575, + "TP": 2678, + "n_pred": 2685, + "n_ref": 3506 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9711696158826069, + "FN": 1033, + "FP": 303, + "IoU": 0.9439550297843778, + "TN": 1553250, + "TP": 22502, + "n_pred": 22805, + "n_ref": 23535 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 75723, + "IoU": 0.0, + "TN": 1501365, + "TP": 0, + "n_pred": 75723, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 26, + "FP": 0, + "IoU": 0.0, + "TN": 1577062, + "TP": 0, + "n_pred": 0, + "n_ref": 26 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9204786107581533, + "FN": 10622, + "FP": 5900, + "IoU": 0.8526728788621873, + "TN": 1464943, + "TP": 95623, + "n_pred": 101523, + "n_ref": 106245 + }, + "10": { + "Dice": 0.8404072620215898, + "FN": 1204, + "FP": 1398, + "IoU": 0.7247434676822173, + "TN": 1567635, + "TP": 6851, + "n_pred": 8249, + "n_ref": 8055 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 522, + "IoU": 0.0, + "TN": 1576566, + "TP": 0, + "n_pred": 522, + "n_ref": 0 + }, + "12": { + "Dice": 0.47662835249042146, + "FN": 3306, + "FP": 792, + "IoU": 0.31287726358148893, + "TN": 1571124, + "TP": 1866, + "n_pred": 2658, + "n_ref": 5172 + }, + "13": { + "Dice": 0.007814164949918306, + "FN": 79, + "FP": 13888, + "IoU": 0.003922407645129083, + "TN": 1563066, + "TP": 55, + "n_pred": 13943, + "n_ref": 134 + }, + "14": { + "Dice": 0.5358686890891771, + "FN": 10341, + "FP": 2327, + "IoU": 0.3659976978129223, + "TN": 1557107, + "TP": 7313, + "n_pred": 9640, + "n_ref": 17654 + }, + "15": { + "Dice": 0.7761320004150957, + "FN": 8784, + "FP": 23575, + "IoU": 0.6341631619409397, + "TN": 1488636, + "TP": 56093, + "n_pred": 79668, + "n_ref": 64877 + }, + "2": { + "Dice": 0.7417538213998391, + "FN": 300, + "FP": 21, + "IoU": 0.5895140664961637, + "TN": 1576306, + "TP": 461, + "n_pred": 482, + "n_ref": 761 + }, + "3": { + "Dice": 0.9232924290251087, + "FN": 4950, + "FP": 11040, + "IoU": 0.8575145693357809, + "TN": 1464866, + "TP": 96232, + "n_pred": 107272, + "n_ref": 101182 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 10, + "FP": 0, + "IoU": 0.0, + "TN": 1577078, + "TP": 0, + "n_pred": 0, + "n_ref": 10 + }, + "6": { + "Dice": 0.9679816277853146, + "FN": 3689, + "FP": 3533, + "IoU": 0.9379499957040983, + "TN": 1460698, + "TP": 109168, + "n_pred": 112701, + "n_ref": 112857 + }, + "7": { + "Dice": 0.7642237295273044, + "FN": 3784, + "FP": 11893, + "IoU": 0.6184159283419336, + "TN": 1536004, + "TP": 25407, + "n_pred": 37300, + "n_ref": 29191 + }, + "8": { + "Dice": 0.6654028436018957, + "FN": 2, + "FP": 351, + "IoU": 0.49857954545454547, + "TN": 1576384, + "TP": 351, + "n_pred": 702, + "n_ref": 353 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 1577078, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9732311526145848, + "FN": 2537, + "FP": 1459, + "IoU": 0.9478580842151964, + "TN": 2201379, + "TP": 72641, + "n_pred": 74100, + "n_ref": 75178 + }, + "10": { + "Dice": 0.7589505588179579, + "FN": 1898, + "FP": 3192, + "IoU": 0.6115393421353889, + "TN": 2264913, + "TP": 8013, + "n_pred": 11205, + "n_ref": 9911 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5118116541654433, + "FN": 17179, + "FP": 1110, + "IoU": 0.3439159133304635, + "TN": 2250140, + "TP": 9587, + "n_pred": 10697, + "n_ref": 26766 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 36, + "IoU": 0.0, + "TN": 2277980, + "TP": 0, + "n_pred": 36, + "n_ref": 0 + }, + "3": { + "Dice": 0.9245941864854662, + "FN": 2265, + "FP": 2529, + "IoU": 0.8597630539710399, + "TN": 2243831, + "TP": 29391, + "n_pred": 31920, + "n_ref": 31656 + }, + "4": { + "Dice": 0.7499620170992113, + "FN": 17902, + "FP": 201, + "IoU": 0.5999513833642712, + "TN": 2232764, + "TP": 27149, + "n_pred": 27350, + "n_ref": 45051 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.957322207328815, + "FN": 2393, + "FP": 8910, + "IoU": 0.9181380998594957, + "TN": 2139942, + "TP": 126771, + "n_pred": 135681, + "n_ref": 129164 + }, + "7": { + "Dice": 0.0, + "FN": 136, + "FP": 19411, + "IoU": 0.0, + "TN": 2258469, + "TP": 0, + "n_pred": 19411, + "n_ref": 136 + }, + "8": { + "Dice": 0.795695618754804, + "FN": 3976, + "FP": 2669, + "IoU": 0.660709726831759, + "TN": 2258431, + "TP": 12940, + "n_pred": 15609, + "n_ref": 16916 + }, + "9": { + "Dice": 0.7666175001189514, + "FN": 4630, + "FP": 275, + "IoU": 0.6215569786281923, + "TN": 2265055, + "TP": 8056, + "n_pred": 8331, + "n_ref": 12686 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.6365841824357108, + "FN": 1375, + "FP": 123, + "IoU": 0.4669039145907473, + "TN": 1574278, + "TP": 1312, + "n_pred": 1435, + "n_ref": 2687 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 323, + "IoU": 0.0, + "TN": 1576765, + "TP": 0, + "n_pred": 323, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9828935055212428, + "FN": 641, + "FP": 273, + "IoU": 0.9663624319152069, + "TN": 1549916, + "TP": 26258, + "n_pred": 26531, + "n_ref": 26899 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 1577051, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9769248126551311, + "FN": 744, + "FP": 1199, + "IoU": 0.9548905346736934, + "TN": 1534015, + "TP": 41130, + "n_pred": 42329, + "n_ref": 41874 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.5431366735843463, + "FN": 2770, + "FP": 312, + "IoU": 0.37281237281237284, + "TN": 1572174, + "TP": 1832, + "n_pred": 2144, + "n_ref": 4602 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 221, + "IoU": 0.0, + "TN": 1576867, + "TP": 0, + "n_pred": 221, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 152, + "IoU": 0.0, + "TN": 876008, + "TP": 0, + "n_pred": 152, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4712620975706103, + "FN": 2663, + "FP": 14, + "IoU": 0.3082687338501292, + "TN": 872290, + "TP": 1193, + "n_pred": 1207, + "n_ref": 3856 + }, + "14": { + "Dice": 0.4268902469821708, + "FN": 1005, + "FP": 10342, + "IoU": 0.2713671097412188, + "TN": 860587, + "TP": 4226, + "n_pred": 14568, + "n_ref": 5231 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 10103, + "IoU": 0.0, + "TN": 866057, + "TP": 0, + "n_pred": 10103, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.09686956972793527, + "FN": 69573, + "FP": 71, + "IoU": 0.050900121288106955, + "TN": 802781, + "TP": 3735, + "n_pred": 3806, + "n_ref": 73308 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 203, + "IoU": 0.0, + "TN": 875957, + "TP": 0, + "n_pred": 203, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 336, + "FP": 0, + "IoU": 0.0, + "TN": 875824, + "TP": 0, + "n_pred": 0, + "n_ref": 336 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9322466853180879, + "FN": 368, + "FP": 189, + "IoU": 0.8730918204602415, + "TN": 1747931, + "TP": 3832, + "n_pred": 4021, + "n_ref": 4200 + }, + "10": { + "Dice": 0.6311024621372366, + "FN": 7123, + "FP": 1597, + "IoU": 0.46102972989677976, + "TN": 1736141, + "TP": 7459, + "n_pred": 9056, + "n_ref": 14582 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 1752308, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "13": { + "Dice": 0.584972556506324, + "FN": 21591, + "FP": 2757, + "IoU": 0.413400149372395, + "TN": 1710813, + "TP": 17159, + "n_pred": 19916, + "n_ref": 38750 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6767964841741082, + "FN": 6855, + "FP": 58, + "IoU": 0.5114832874001838, + "TN": 1738169, + "TP": 7238, + "n_pred": 7296, + "n_ref": 14093 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9340198872965624, + "FN": 342, + "FP": 4681, + "IoU": 0.8762076104100947, + "TN": 1711744, + "TP": 35553, + "n_pred": 40234, + "n_ref": 35895 + }, + "7": { + "Dice": 0.731165248930289, + "FN": 182168, + "FP": 1355, + "IoU": 0.5762493881207688, + "TN": 1319228, + "TP": 249569, + "n_pred": 250924, + "n_ref": 431737 + }, + "8": { + "Dice": 0.9286573339106172, + "FN": 521, + "FP": 962, + "IoU": 0.8668163448585541, + "TN": 1741185, + "TP": 9652, + "n_pred": 10614, + "n_ref": 10173 + }, + "9": { + "Dice": 0.9330996755630284, + "FN": 838, + "FP": 1987, + "IoU": 0.8745893634022907, + "TN": 1729794, + "TP": 19701, + "n_pred": 21688, + "n_ref": 20539 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7701030927835052, + "FN": 169, + "FP": 1169, + "IoU": 0.6261525565800503, + "TN": 1398277, + "TP": 2241, + "n_pred": 3410, + "n_ref": 2410 + }, + "11": { + "Dice": 0.614798128573904, + "FN": 2106, + "FP": 117, + "IoU": 0.44383287465599197, + "TN": 1397859, + "TP": 1774, + "n_pred": 1891, + "n_ref": 3880 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8190553088413404, + "FN": 1916, + "FP": 4807, + "IoU": 0.6935594147408725, + "TN": 1379917, + "TP": 15216, + "n_pred": 20023, + "n_ref": 17132 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9677772906619904, + "FN": 335, + "FP": 547, + "IoU": 0.9375663622849862, + "TN": 1387729, + "TP": 13245, + "n_pred": 13792, + "n_ref": 13580 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7704143740565808, + "FN": 4443, + "FP": 272, + "IoU": 0.6265642325360368, + "TN": 1389230, + "TP": 7911, + "n_pred": 8183, + "n_ref": 12354 + }, + "5": { + "Dice": 0.7898132427843803, + "FN": 833, + "FP": 2262, + "IoU": 0.6526374859708193, + "TN": 1392946, + "TP": 5815, + "n_pred": 8077, + "n_ref": 6648 + }, + "6": { + "Dice": 0.9580002358212475, + "FN": 5311, + "FP": 5375, + "IoU": 0.9193862309328746, + "TN": 1269298, + "TP": 121872, + "n_pred": 127247, + "n_ref": 127183 + }, + "7": { + "Dice": 0.0, + "FN": 1, + "FP": 1576, + "IoU": 0.0, + "TN": 1400279, + "TP": 0, + "n_pred": 1576, + "n_ref": 1 + }, + "8": { + "Dice": 0.9683318465655665, + "FN": 220, + "FP": 64, + "IoU": 0.9386078685689581, + "TN": 1397230, + "TP": 4342, + "n_pred": 4406, + "n_ref": 4562 + }, + "9": { + "Dice": 0.8653576437587658, + "FN": 4601, + "FP": 4615, + "IoU": 0.7626699629171817, + "TN": 1363024, + "TP": 29616, + "n_pred": 34231, + "n_ref": 34217 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9710392384367913, + "FN": 7642, + "FP": 1144, + "IoU": 0.9437087153465188, + "TN": 2297167, + "TP": 147295, + "n_pred": 148439, + "n_ref": 154937 + }, + "10": { + "Dice": 0.4484461225675283, + "FN": 1393, + "FP": 506, + "IoU": 0.28903032572070386, + "TN": 2450577, + "TP": 772, + "n_pred": 1278, + "n_ref": 2165 + }, + "11": { + "Dice": 0.0, + "FN": 2841, + "FP": 0, + "IoU": 0.0, + "TN": 2450407, + "TP": 0, + "n_pred": 0, + "n_ref": 2841 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 376, + "IoU": 0.0, + "TN": 2452872, + "TP": 0, + "n_pred": 376, + "n_ref": 0 + }, + "13": { + "Dice": 0.7717607216125566, + "FN": 6383, + "FP": 626, + "IoU": 0.6283472082294925, + "TN": 2434389, + "TP": 11850, + "n_pred": 12476, + "n_ref": 18233 + }, + "14": { + "Dice": 0.7535003486937396, + "FN": 4555, + "FP": 40, + "IoU": 0.604493028059907, + "TN": 2441630, + "TP": 7023, + "n_pred": 7063, + "n_ref": 11578 + }, + "15": { + "Dice": 0.7968359498216582, + "FN": 2937, + "FP": 5436, + "IoU": 0.6622837091114427, + "TN": 2428455, + "TP": 16420, + "n_pred": 21856, + "n_ref": 19357 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.532258064516129, + "FN": 23, + "FP": 325, + "IoU": 0.3626373626373626, + "TN": 2452702, + "TP": 198, + "n_pred": 523, + "n_ref": 221 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 277, + "IoU": 0.0, + "TN": 2452971, + "TP": 0, + "n_pred": 277, + "n_ref": 0 + }, + "5": { + "Dice": 0.8382387176161495, + "FN": 8492, + "FP": 1236, + "IoU": 0.7215240603440872, + "TN": 2418315, + "TP": 25205, + "n_pred": 26441, + "n_ref": 33697 + }, + "6": { + "Dice": 0.8867740778075826, + "FN": 32426, + "FP": 27217, + "IoU": 0.7965805144576095, + "TN": 2160046, + "TP": 233559, + "n_pred": 260776, + "n_ref": 265985 + }, + "7": { + "Dice": 0.8734811996954377, + "FN": 14814, + "FP": 28555, + "IoU": 0.7753809341302479, + "TN": 2260170, + "TP": 149709, + "n_pred": 178264, + "n_ref": 164523 + }, + "8": { + "Dice": 0.9661836760333348, + "FN": 2196, + "FP": 1034, + "IoU": 0.9345796285419157, + "TN": 2403875, + "TP": 46143, + "n_pred": 47177, + "n_ref": 48339 + }, + "9": { + "Dice": 0.7556408508806544, + "FN": 13341, + "FP": 283, + "IoU": 0.6072530196892386, + "TN": 2418559, + "TP": 21065, + "n_pred": 21348, + "n_ref": 34406 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9185446512471356, + "FN": 1812, + "FP": 3129, + "IoU": 0.849359756097561, + "TN": 2420448, + "TP": 27859, + "n_pred": 30988, + "n_ref": 29671 + }, + "10": { + "Dice": 0.8041197351598826, + "FN": 18714, + "FP": 8711, + "IoU": 0.6724082324975811, + "TN": 2369531, + "TP": 56292, + "n_pred": 65003, + "n_ref": 75006 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.07953340402969247, + "FN": 80714, + "FP": 4350, + "IoU": 0.041413583655438985, + "TN": 2364509, + "TP": 3675, + "n_pred": 8025, + "n_ref": 84389 + }, + "14": { + "Dice": 0.1499880009599232, + "FN": 25807, + "FP": 2529, + "IoU": 0.08107406926968479, + "TN": 2422412, + "TP": 2500, + "n_pred": 5029, + "n_ref": 28307 + }, + "15": { + "Dice": 0.6973738138024528, + "FN": 3259, + "FP": 15939, + "IoU": 0.5353598915726802, + "TN": 2411930, + "TP": 22120, + "n_pred": 38059, + "n_ref": 25379 + }, + "2": { + "Dice": 0.4111760501198335, + "FN": 27665, + "FP": 343, + "IoU": 0.2587927064863577, + "TN": 2415461, + "TP": 9779, + "n_pred": 10122, + "n_ref": 37444 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 27782, + "IoU": 0.0, + "TN": 2425466, + "TP": 0, + "n_pred": 27782, + "n_ref": 0 + }, + "4": { + "Dice": 0.5476127438001942, + "FN": 2773, + "FP": 7479, + "IoU": 0.3770432035000304, + "TN": 2436791, + "TP": 6205, + "n_pred": 13684, + "n_ref": 8978 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9619168996767287, + "FN": 4647, + "FP": 7216, + "IoU": 0.9266280313947663, + "TN": 2291565, + "TP": 149820, + "n_pred": 157036, + "n_ref": 154467 + }, + "7": { + "Dice": 0.8755148260778244, + "FN": 15374, + "FP": 39152, + "IoU": 0.7785917025691419, + "TN": 2206979, + "TP": 191743, + "n_pred": 230895, + "n_ref": 207117 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 2578, + "IoU": 0.0, + "TN": 2450670, + "TP": 0, + "n_pred": 2578, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9547768206734534, + "FN": 741, + "FP": 183, + "IoU": 0.9134669413747892, + "TN": 1566410, + "TP": 9754, + "n_pred": 9937, + "n_ref": 10495 + }, + "10": { + "Dice": 0.7458065968704266, + "FN": 95, + "FP": 4421, + "IoU": 0.5946503904496904, + "TN": 1565947, + "TP": 6625, + "n_pred": 11046, + "n_ref": 6720 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 79, + "IoU": 0.0, + "TN": 1577009, + "TP": 0, + "n_pred": 79, + "n_ref": 0 + }, + "13": { + "Dice": 0.5190311418685121, + "FN": 14321, + "FP": 135, + "IoU": 0.35046728971962615, + "TN": 1554832, + "TP": 7800, + "n_pred": 7935, + "n_ref": 22121 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.7631430981163903, + "FN": 1825, + "FP": 1545, + "IoU": 0.6170019320377316, + "TN": 1568289, + "TP": 5429, + "n_pred": 6974, + "n_ref": 7254 + }, + "4": { + "Dice": 0.31202273130882613, + "FN": 6309, + "FP": 1439, + "IoU": 0.18485007890583904, + "TN": 1567583, + "TP": 1757, + "n_pred": 3196, + "n_ref": 8066 + }, + "5": { + "Dice": 0.48785090823307387, + "FN": 3790, + "FP": 552, + "IoU": 0.32262090483619343, + "TN": 1570678, + "TP": 2068, + "n_pred": 2620, + "n_ref": 5858 + }, + "6": { + "Dice": 0.9644106529767901, + "FN": 1065, + "FP": 5507, + "IoU": 0.9312674524404656, + "TN": 1481471, + "TP": 89045, + "n_pred": 94552, + "n_ref": 90110 + }, + "7": { + "Dice": 0.9388776572352414, + "FN": 15289, + "FP": 4030, + "IoU": 0.8847968037210412, + "TN": 1409393, + "TP": 148376, + "n_pred": 152406, + "n_ref": 163665 + }, + "8": { + "Dice": 0.8704762066275481, + "FN": 18501, + "FP": 12049, + "IoU": 0.7706576981690152, + "TN": 1443881, + "TP": 102657, + "n_pred": 114706, + "n_ref": 121158 + }, + "9": { + "Dice": 0.9273526824978012, + "FN": 2172, + "FP": 306, + "IoU": 0.8645457527058051, + "TN": 1558794, + "TP": 15816, + "n_pred": 16122, + "n_ref": 17988 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8415455111161396, + "FN": 672, + "FP": 2129, + "IoU": 0.7264381287235081, + "TN": 2618241, + "TP": 7438, + "n_pred": 9567, + "n_ref": 8110 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8455665024630542, + "FN": 2040, + "FP": 1722, + "IoU": 0.7324514614892255, + "TN": 2614419, + "TP": 10299, + "n_pred": 12021, + "n_ref": 12339 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 293, + "IoU": 0.0, + "TN": 2628187, + "TP": 0, + "n_pred": 293, + "n_ref": 0 + }, + "3": { + "Dice": 0.9625225322177083, + "FN": 2853, + "FP": 1326, + "IoU": 0.9277527099216846, + "TN": 2570637, + "TP": 53664, + "n_pred": 54990, + "n_ref": 56517 + }, + "4": { + "Dice": 0.8715261055553982, + "FN": 1784, + "FP": 2751, + "IoU": 0.7723050660239996, + "TN": 2608563, + "TP": 15382, + "n_pred": 18133, + "n_ref": 17166 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8997187364777153, + "FN": 2230, + "FP": 16310, + "IoU": 0.8177170386392685, + "TN": 2526770, + "TP": 83170, + "n_pred": 99480, + "n_ref": 85400 + }, + "7": { + "Dice": 0.9753900616231808, + "FN": 9508, + "FP": 1754, + "IoU": 0.9519623274086018, + "TN": 2394039, + "TP": 223179, + "n_pred": 224933, + "n_ref": 232687 + }, + "8": { + "Dice": 0.9520632567333828, + "FN": 196, + "FP": 192, + "IoU": 0.9085121433624145, + "TN": 2624239, + "TP": 3853, + "n_pred": 4045, + "n_ref": 4049 + }, + "9": { + "Dice": 0.8631458469587966, + "FN": 1671, + "FP": 3, + "IoU": 0.759240615561628, + "TN": 2621527, + "TP": 5279, + "n_pred": 5282, + "n_ref": 6950 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.464, + "FN": 3, + "FP": 64, + "IoU": 0.3020833333333333, + "TN": 1752224, + "TP": 29, + "n_pred": 93, + "n_ref": 32 + }, + "10": { + "Dice": 0.7171866787710832, + "FN": 3671, + "FP": 2248, + "IoU": 0.5590733015494637, + "TN": 1738896, + "TP": 7505, + "n_pred": 9753, + "n_ref": 11176 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7912772585669782, + "FN": 1282, + "FP": 661, + "IoU": 0.654639175257732, + "TN": 1746694, + "TP": 3683, + "n_pred": 4344, + "n_ref": 4965 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 841, + "IoU": 0.0, + "TN": 1751479, + "TP": 0, + "n_pred": 841, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 688, + "IoU": 0.0, + "TN": 1751632, + "TP": 0, + "n_pred": 688, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 1752300, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "2": { + "Dice": 0.7191651770616938, + "FN": 605, + "FP": 5208, + "IoU": 0.5614815932407966, + "TN": 1739064, + "TP": 7443, + "n_pred": 12651, + "n_ref": 8048 + }, + "3": { + "Dice": 0.3515625, + "FN": 126, + "FP": 31248, + "IoU": 0.2132701421800948, + "TN": 1712441, + "TP": 8505, + "n_pred": 39753, + "n_ref": 8631 + }, + "4": { + "Dice": 0.0, + "FN": 2, + "FP": 0, + "IoU": 0.0, + "TN": 1752318, + "TP": 0, + "n_pred": 0, + "n_ref": 2 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9639003057237149, + "FN": 2374, + "FP": 1192, + "IoU": 0.930316176183218, + "TN": 1701146, + "TP": 47608, + "n_pred": 48800, + "n_ref": 49982 + }, + "7": { + "Dice": 0.9377337791934865, + "FN": 2597, + "FP": 2114, + "IoU": 0.8827672016921737, + "TN": 1712135, + "TP": 35474, + "n_pred": 37588, + "n_ref": 38071 + }, + "8": { + "Dice": 0.8990923651895355, + "FN": 516, + "FP": 3264, + "IoU": 0.8166828322017459, + "TN": 1731700, + "TP": 16840, + "n_pred": 20104, + "n_ref": 17356 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8544891640866873, + "FN": 93, + "FP": 1, + "IoU": 0.745945945945946, + "TN": 1927182, + "TP": 276, + "n_pred": 277, + "n_ref": 369 + }, + "10": { + "Dice": 0.8832474858964925, + "FN": 676, + "FP": 276, + "IoU": 0.7909070942235888, + "TN": 1922999, + "TP": 3601, + "n_pred": 3877, + "n_ref": 4277 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9603004291845494, + "FN": 135, + "FP": 13, + "IoU": 0.9236326109391125, + "TN": 1925614, + "TP": 1790, + "n_pred": 1803, + "n_ref": 1925 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8368232567937645, + "FN": 2302, + "FP": 1571, + "IoU": 0.7194291509707331, + "TN": 1913748, + "TP": 9931, + "n_pred": 11502, + "n_ref": 12233 + }, + "6": { + "Dice": 0.9624223101860974, + "FN": 1182, + "FP": 3014, + "IoU": 0.9275665038236461, + "TN": 1869623, + "TP": 53733, + "n_pred": 56747, + "n_ref": 54915 + }, + "7": { + "Dice": 0.8056662239929172, + "FN": 219, + "FP": 1098, + "IoU": 0.6745737583395107, + "TN": 1923505, + "TP": 2730, + "n_pred": 3828, + "n_ref": 2949 + }, + "8": { + "Dice": 0.9509669621273167, + "FN": 1319, + "FP": 1115, + "IoU": 0.9065176479625149, + "TN": 1901515, + "TP": 23603, + "n_pred": 24718, + "n_ref": 24922 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9635284704627284, + "FN": 840, + "FP": 254, + "IoU": 0.9296236732068189, + "TN": 1736775, + "TP": 14451, + "n_pred": 14705, + "n_ref": 15291 + }, + "10": { + "Dice": 0.8154269972451791, + "FN": 40, + "FP": 94, + "IoU": 0.6883720930232559, + "TN": 1751890, + "TP": 296, + "n_pred": 390, + "n_ref": 336 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.49137931034482757, + "FN": 118, + "FP": 0, + "IoU": 0.32571428571428573, + "TN": 1752145, + "TP": 57, + "n_pred": 57, + "n_ref": 175 + }, + "14": { + "Dice": 0.11273357257765128, + "FN": 28653, + "FP": 27, + "IoU": 0.05973378794833126, + "TN": 1721818, + "TP": 1822, + "n_pred": 1849, + "n_ref": 30475 + }, + "15": { + "Dice": 0.7958209937479434, + "FN": 283, + "FP": 2199, + "IoU": 0.6608826342396502, + "TN": 1745001, + "TP": 4837, + "n_pred": 7036, + "n_ref": 5120 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9226378554683519, + "FN": 4860, + "FP": 453, + "IoU": 0.8563859981078524, + "TN": 1715325, + "TP": 31682, + "n_pred": 32135, + "n_ref": 36542 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9780827246767378, + "FN": 4403, + "FP": 3372, + "IoU": 0.9571055782057718, + "TN": 1571061, + "TP": 173484, + "n_pred": 176856, + "n_ref": 177887 + }, + "7": { + "Dice": 0.9502483288955806, + "FN": 7199, + "FP": 2648, + "IoU": 0.9052124945853588, + "TN": 1648435, + "TP": 94038, + "n_pred": 96686, + "n_ref": 101237 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0378.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.5449066699839576, + "FN": 4061.1533333333346, + "FP": 3232.1622222222227, + "IoU": 0.47309613098934633, + "TN": 1611663.0044444448, + "TP": 16542.346666666668, + "n_pred": 19774.508888888886, + "n_ref": 20603.499999999996 + }, + "mean": { + "1": { + "Dice": 0.7132315391777956, + "FN": 6334.3, + "FP": 3042.8333333333335, + "IoU": 0.6546313173162817, + "TN": 1587095.6, + "TP": 39025.933333333334, + "n_pred": 42068.76666666667, + "n_ref": 45360.23333333333 + }, + "10": { + "Dice": 0.6260412123911866, + "FN": 1797.9666666666667, + "FP": 2504.3333333333335, + "IoU": 0.524138548771885, + "TN": 1623082.4, + "TP": 8113.966666666666, + "n_pred": 10618.3, + "n_ref": 9911.933333333332 + }, + "11": { + "Dice": 0.030468312962053382, + "FN": 611.4333333333333, + "FP": 6.933333333333334, + "IoU": 0.015769947145416414, + "TN": 1634868.9333333333, + "TP": 11.366666666666667, + "n_pred": 18.3, + "n_ref": 622.8 + }, + "12": { + "Dice": 0.18848994661158147, + "FN": 206.8, + "FP": 337.1333333333333, + "IoU": 0.12153336951423525, + "TN": 1634795.5666666667, + "TP": 159.16666666666666, + "n_pred": 496.3, + "n_ref": 365.96666666666664 + }, + "13": { + "Dice": 0.3423567151169302, + "FN": 3454.4333333333334, + "FP": 2703.4333333333334, + "IoU": 0.2531052961124279, + "TN": 1625358.3666666667, + "TP": 3982.4333333333334, + "n_pred": 6685.866666666667, + "n_ref": 7436.866666666667 + }, + "14": { + "Dice": 0.549383960591341, + "FN": 2795.1666666666665, + "FP": 2686.866666666667, + "IoU": 0.493299607890554, + "TN": 1617291.8, + "TP": 12724.833333333334, + "n_pred": 15411.7, + "n_ref": 15520.0 + }, + "15": { + "Dice": 0.4233260249091312, + "FN": 1304.9, + "FP": 563.8333333333334, + "IoU": 0.3234797194813155, + "TN": 1631819.5, + "TP": 1810.4333333333334, + "n_pred": 2374.266666666667, + "n_ref": 3115.3333333333335 + }, + "2": { + "Dice": 0.5902551976289091, + "FN": 4095.866666666667, + "FP": 4980.433333333333, + "IoU": 0.5404122493075142, + "TN": 1609154.6333333333, + "TP": 17267.733333333334, + "n_pred": 22248.166666666668, + "n_ref": 21363.6 + }, + "3": { + "Dice": 0.7475357849832377, + "FN": 21462.766666666666, + "FP": 1182.8666666666666, + "IoU": 0.6875575782286855, + "TN": 1596311.7333333334, + "TP": 16541.3, + "n_pred": 17724.166666666668, + "n_ref": 38004.066666666666 + }, + "4": { + "Dice": 0.6107723355196385, + "FN": 908.6666666666666, + "FP": 1640.2666666666667, + "IoU": 0.5328890870578862, + "TN": 1627658.7333333334, + "TP": 5291.0, + "n_pred": 6931.266666666666, + "n_ref": 6199.666666666667 + }, + "5": { + "Dice": 0.4052572697626322, + "FN": 244.1, + "FP": 140.0, + "IoU": 0.3276735589695825, + "TN": 1634412.4666666666, + "TP": 702.1, + "n_pred": 842.1, + "n_ref": 946.2 + }, + "6": { + "Dice": 0.762492213002224, + "FN": 5466.333333333333, + "FP": 21232.466666666667, + "IoU": 0.6982264129919563, + "TN": 1519722.3333333333, + "TP": 89077.53333333334, + "n_pred": 110310.0, + "n_ref": 94543.86666666667 + }, + "7": { + "Dice": 0.7043004317965741, + "FN": 10095.733333333334, + "FP": 5521.133333333333, + "IoU": 0.6193824052682533, + "TN": 1579570.4333333333, + "TP": 40311.36666666667, + "n_pred": 45832.5, + "n_ref": 50407.1 + }, + "8": { + "Dice": 0.8067357473040707, + "FN": 984.5, + "FP": 771.8, + "IoU": 0.7243020705458928, + "TN": 1626699.7333333334, + "TP": 7042.633333333333, + "n_pred": 7814.433333333333, + "n_ref": 8027.133333333333 + }, + "9": { + "Dice": 0.672953358002059, + "FN": 1154.3333333333333, + "FP": 1168.1, + "IoU": 0.5800407962383095, + "TN": 1627102.8333333333, + "TP": 6073.4, + "n_pred": 7241.5, + "n_ref": 7227.733333333334 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9371532148431599, + "FN": 3858, + "FP": 2383, + "IoU": 0.8817387679305706, + "TN": 2750939, + "TP": 46532, + "n_pred": 48915, + "n_ref": 50390 + }, + "10": { + "Dice": 0.05642266922627494, + "FN": 7156, + "FP": 4149, + "IoU": 0.029030318646396977, + "TN": 2792069, + "TP": 338, + "n_pred": 4487, + "n_ref": 7494 + }, + "11": { + "Dice": 0.02829711975745326, + "FN": 1922, + "FP": 1, + "IoU": 0.014351614556637622, + "TN": 2801761, + "TP": 28, + "n_pred": 29, + "n_ref": 1950 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 49, + "IoU": 0.0, + "TN": 2803663, + "TP": 0, + "n_pred": 49, + "n_ref": 0 + }, + "13": { + "Dice": 0.186799060242032, + "FN": 31849, + "FP": 4841, + "IoU": 0.10302170936827694, + "TN": 2762808, + "TP": 4214, + "n_pred": 9055, + "n_ref": 36063 + }, + "14": { + "Dice": 0.8269209071420512, + "FN": 1139, + "FP": 1929, + "IoU": 0.7049148792921035, + "TN": 2793315, + "TP": 7329, + "n_pred": 9258, + "n_ref": 8468 + }, + "15": { + "Dice": 0.6168491194669206, + "FN": 417, + "FP": 1193, + "IoU": 0.4459738472126635, + "TN": 2800806, + "TP": 1296, + "n_pred": 2489, + "n_ref": 1713 + }, + "2": { + "Dice": 0.8443387198206327, + "FN": 3262, + "FP": 2431, + "IoU": 0.7306108929162921, + "TN": 2782579, + "TP": 15440, + "n_pred": 17871, + "n_ref": 18702 + }, + "3": { + "Dice": 0.009631477419384261, + "FN": 433059, + "FP": 1279, + "IoU": 0.004839042272883492, + "TN": 2367262, + "TP": 2112, + "n_pred": 3391, + "n_ref": 435171 + }, + "4": { + "Dice": 0.6402378592666006, + "FN": 2377, + "FP": 3794, + "IoU": 0.4708454810495627, + "TN": 2792050, + "TP": 5491, + "n_pred": 9285, + "n_ref": 7868 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 89, + "IoU": 0.0, + "TN": 2803623, + "TP": 0, + "n_pred": 89, + "n_ref": 0 + }, + "6": { + "Dice": 0.5645935678508969, + "FN": 2987, + "FP": 341079, + "IoU": 0.39333359193993744, + "TN": 2236570, + "TP": 223076, + "n_pred": 564155, + "n_ref": 226063 + }, + "7": { + "Dice": 0.698761278328433, + "FN": 97109, + "FP": 22149, + "IoU": 0.5369969911676211, + "TN": 2546137, + "TP": 138317, + "n_pred": 160466, + "n_ref": 235426 + }, + "8": { + "Dice": 0.9015544041450777, + "FN": 411, + "FP": 140, + "IoU": 0.8207547169811321, + "TN": 2800638, + "TP": 2523, + "n_pred": 2663, + "n_ref": 2934 + }, + "9": { + "Dice": 0.09536082474226804, + "FN": 359, + "FP": 1045, + "IoU": 0.05006765899864682, + "TN": 2802234, + "TP": 74, + "n_pred": 1119, + "n_ref": 433 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8616112743745028, + "FN": 33476, + "FP": 618, + "IoU": 0.7568691212231421, + "TN": 1612091, + "TP": 106135, + "n_pred": 106753, + "n_ref": 139611 + }, + "10": { + "Dice": 0.8630556435434484, + "FN": 47, + "FP": 1250, + "IoU": 0.7591010401188707, + "TN": 1746936, + "TP": 4087, + "n_pred": 5337, + "n_ref": 4134 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.22266666666666668, + "FN": 692, + "FP": 2806, + "IoU": 0.12528132033008252, + "TN": 1748321, + "TP": 501, + "n_pred": 3307, + "n_ref": 1193 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 5395, + "IoU": 0.0, + "TN": 1746925, + "TP": 0, + "n_pred": 5395, + "n_ref": 0 + }, + "3": { + "Dice": 0.8061540161308143, + "FN": 6160, + "FP": 858, + "IoU": 0.6752579704779973, + "TN": 1730709, + "TP": 14593, + "n_pred": 15451, + "n_ref": 20753 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7203750299544692, + "FN": 5897, + "FP": 31443, + "IoU": 0.562957934408577, + "TN": 1666882, + "TP": 48098, + "n_pred": 79541, + "n_ref": 53995 + }, + "7": { + "Dice": 0.9182090913875682, + "FN": 972, + "FP": 8352, + "IoU": 0.8487861046690777, + "TN": 1690659, + "TP": 52337, + "n_pred": 60689, + "n_ref": 53309 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9691756554602, + "FN": 479, + "FP": 2653, + "IoU": 0.9401947679969448, + "TN": 1699950, + "TP": 49238, + "n_pred": 51891, + "n_ref": 49717 + }, + "10": { + "Dice": 0.10256410256410256, + "FN": 574, + "FP": 56, + "IoU": 0.05405405405405406, + "TN": 1751654, + "TP": 36, + "n_pred": 92, + "n_ref": 610 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9575167530661272, + "FN": 221, + "FP": 451, + "IoU": 0.9184960582171012, + "TN": 1744075, + "TP": 7573, + "n_pred": 8024, + "n_ref": 7794 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.13692584635038615, + "FN": 266, + "FP": 14597, + "IoU": 0.07349457673606782, + "TN": 1736278, + "TP": 1179, + "n_pred": 15776, + "n_ref": 1445 + }, + "7": { + "Dice": 0.8795830813047536, + "FN": 28054, + "FP": 2007, + "IoU": 0.7850498030046263, + "TN": 1612469, + "TP": 109790, + "n_pred": 111797, + "n_ref": 137844 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7883311648291447, + "FN": 21438, + "FP": 3290, + "IoU": 0.6506160280321013, + "TN": 2032008, + "TP": 46048, + "n_pred": 49338, + "n_ref": 67486 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.3140664961636829, + "FN": 871, + "FP": 470, + "IoU": 0.1862864077669903, + "TN": 2101136, + "TP": 307, + "n_pred": 777, + "n_ref": 1178 + }, + "13": { + "Dice": 0.0, + "FN": 691, + "FP": 0, + "IoU": 0.0, + "TN": 2102093, + "TP": 0, + "n_pred": 0, + "n_ref": 691 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 50713, + "IoU": 0.0, + "TN": 2052071, + "TP": 0, + "n_pred": 50713, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 67835, + "IoU": 0.0, + "TN": 2034949, + "TP": 0, + "n_pred": 67835, + "n_ref": 0 + }, + "3": { + "Dice": 0.29087936737254305, + "FN": 74568, + "FP": 40, + "IoU": 0.17019241463685908, + "TN": 2012874, + "TP": 15302, + "n_pred": 15342, + "n_ref": 89870 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 49, + "IoU": 0.0, + "TN": 2102735, + "TP": 0, + "n_pred": 49, + "n_ref": 0 + }, + "5": { + "Dice": 0.7525997581620314, + "FN": 2941, + "FP": 128, + "IoU": 0.6033346258239628, + "TN": 2095047, + "TP": 4668, + "n_pred": 4796, + "n_ref": 7609 + }, + "6": { + "Dice": 0.8484459797591111, + "FN": 7504, + "FP": 54882, + "IoU": 0.7367834811445737, + "TN": 1865770, + "TP": 174628, + "n_pred": 229510, + "n_ref": 182132 + }, + "7": { + "Dice": 0.7968943015199528, + "FN": 42385, + "FP": 18121, + "IoU": 0.6623643313523618, + "TN": 1923579, + "TP": 118699, + "n_pred": 136820, + "n_ref": 161084 + }, + "8": { + "Dice": 0.7777400076758594, + "FN": 18074, + "FP": 2195, + "IoU": 0.6363130696906625, + "TN": 2047052, + "TP": 35463, + "n_pred": 37658, + "n_ref": 53537 + }, + "9": { + "Dice": 0.7560044252524892, + "FN": 5754, + "FP": 1083, + "IoU": 0.6077227609157152, + "TN": 2085355, + "TP": 10592, + "n_pred": 11675, + "n_ref": 16346 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7331326596430875, + "FN": 4227, + "FP": 8185, + "IoU": 0.5786972607854451, + "TN": 1372395, + "TP": 17049, + "n_pred": 25234, + "n_ref": 21276 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.29453681710213775, + "FN": 151, + "FP": 443, + "IoU": 0.17270194986072424, + "TN": 1401138, + "TP": 124, + "n_pred": 567, + "n_ref": 275 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9720858734955543, + "FN": 627, + "FP": 2569, + "IoU": 0.9456878239442603, + "TN": 1343011, + "TP": 55649, + "n_pred": 58218, + "n_ref": 56276 + }, + "7": { + "Dice": 0.7725416544618089, + "FN": 12274, + "FP": 927, + "IoU": 0.6293831943625593, + "TN": 1366237, + "TP": 22418, + "n_pred": 23345, + "n_ref": 34692 + }, + "8": { + "Dice": 0.8096303118010788, + "FN": 85, + "FP": 1362, + "IoU": 0.6801503094606542, + "TN": 1397332, + "TP": 3077, + "n_pred": 4439, + "n_ref": 3162 + }, + "9": { + "Dice": 0.8205128205128205, + "FN": 19, + "FP": 275, + "IoU": 0.6956521739130435, + "TN": 1400890, + "TP": 672, + "n_pred": 947, + "n_ref": 691 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 436, + "IoU": 0.0, + "TN": 1226188, + "TP": 0, + "n_pred": 436, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4496268656716418, + "FN": 962, + "FP": 808, + "IoU": 0.29001203369434414, + "TN": 1224131, + "TP": 723, + "n_pred": 1531, + "n_ref": 1685 + }, + "14": { + "Dice": 0.8967985883539198, + "FN": 597, + "FP": 1450, + "IoU": 0.8129055844986747, + "TN": 1215683, + "TP": 8894, + "n_pred": 10344, + "n_ref": 9491 + }, + "15": { + "Dice": 0.0, + "FN": 10, + "FP": 289, + "IoU": 0.0, + "TN": 1226325, + "TP": 0, + "n_pred": 289, + "n_ref": 10 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 209, + "IoU": 0.0, + "TN": 1226415, + "TP": 0, + "n_pred": 209, + "n_ref": 0 + }, + "3": { + "Dice": 0.9491618479194524, + "FN": 2043, + "FP": 3698, + "IoU": 0.9032426601948292, + "TN": 1167290, + "TP": 53593, + "n_pred": 57291, + "n_ref": 55636 + }, + "4": { + "Dice": 0.9089113498091905, + "FN": 2581, + "FP": 4890, + "IoU": 0.8330316236451, + "TN": 1181879, + "TP": 37274, + "n_pred": 42164, + "n_ref": 39855 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9691386389576508, + "FN": 2928, + "FP": 1236, + "IoU": 0.9401250988568552, + "TN": 1157079, + "TP": 65381, + "n_pred": 66617, + "n_ref": 68309 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1210, + "IoU": 0.0, + "TN": 1225414, + "TP": 0, + "n_pred": 1210, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9749007643471892, + "FN": 4252, + "FP": 1951, + "IoU": 0.951030622636594, + "TN": 2501809, + "TP": 120468, + "n_pred": 122419, + "n_ref": 124720 + }, + "10": { + "Dice": 0.690713476783692, + "FN": 4413, + "FP": 11973, + "IoU": 0.5275495199377217, + "TN": 2593797, + "TP": 18297, + "n_pred": 30270, + "n_ref": 22710 + }, + "11": { + "Dice": 0.01871809415768576, + "FN": 3400, + "FP": 60, + "IoU": 0.009447466361294017, + "TN": 2624987, + "TP": 33, + "n_pred": 93, + "n_ref": 3433 + }, + "12": { + "Dice": 0.2789749563191613, + "FN": 548, + "FP": 1928, + "IoU": 0.16209813874788495, + "TN": 2625525, + "TP": 479, + "n_pred": 2407, + "n_ref": 1027 + }, + "13": { + "Dice": 0.539493687619803, + "FN": 14554, + "FP": 6347, + "IoU": 0.3693881245474294, + "TN": 2595336, + "TP": 12243, + "n_pred": 18590, + "n_ref": 26797 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9153898353512625, + "FN": 1685, + "FP": 684, + "IoU": 0.8439805057955743, + "TN": 2613296, + "TP": 12815, + "n_pred": 13499, + "n_ref": 14500 + }, + "3": { + "Dice": 0.883152656833126, + "FN": 1858, + "FP": 772, + "IoU": 0.7907550322221338, + "TN": 2615911, + "TP": 9939, + "n_pred": 10711, + "n_ref": 11797 + }, + "4": { + "Dice": 0.04859086491739553, + "FN": 3, + "FP": 12724, + "IoU": 0.0249003984063745, + "TN": 2615428, + "TP": 325, + "n_pred": 13049, + "n_ref": 328 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9656777560208533, + "FN": 11606, + "FP": 15808, + "IoU": 0.9336333639174085, + "TN": 2215411, + "TP": 385655, + "n_pred": 401463, + "n_ref": 397261 + }, + "7": { + "Dice": 0.9668275506459361, + "FN": 9244, + "FP": 5038, + "IoU": 0.9357852614540713, + "TN": 2406070, + "TP": 208128, + "n_pred": 213166, + "n_ref": 217372 + }, + "8": { + "Dice": 0.9388984062710897, + "FN": 384, + "FP": 793, + "IoU": 0.8848336594911937, + "TN": 2618260, + "TP": 9043, + "n_pred": 9836, + "n_ref": 9427 + }, + "9": { + "Dice": 0.8991463800189693, + "FN": 1303, + "FP": 1887, + "IoU": 0.816771970132108, + "TN": 2611070, + "TP": 14220, + "n_pred": 16107, + "n_ref": 15523 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 18, + "FP": 0, + "IoU": 0.0, + "TN": 2453230, + "TP": 0, + "n_pred": 0, + "n_ref": 18 + }, + "10": { + "Dice": 0.8797287959923994, + "FN": 1981, + "FP": 3589, + "IoU": 0.7852819860452566, + "TN": 2427307, + "TP": 20371, + "n_pred": 23960, + "n_ref": 22352 + }, + "11": { + "Dice": 0.11090011393847322, + "FN": 2324, + "FP": 17, + "IoU": 0.058705267390430235, + "TN": 2450761, + "TP": 146, + "n_pred": 163, + "n_ref": 2470 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 856, + "IoU": 0.0, + "TN": 2452392, + "TP": 0, + "n_pred": 856, + "n_ref": 0 + }, + "13": { + "Dice": 0.6127497183843307, + "FN": 671, + "FP": 16174, + "IoU": 0.44170091475540235, + "TN": 2423076, + "TP": 13327, + "n_pred": 29501, + "n_ref": 13998 + }, + "14": { + "Dice": 0.8295341199367473, + "FN": 1583, + "FP": 5424, + "IoU": 0.7087213169271699, + "TN": 2429192, + "TP": 17049, + "n_pred": 22473, + "n_ref": 18632 + }, + "15": { + "Dice": 0.9045078543906447, + "FN": 2861, + "FP": 4227, + "IoU": 0.8256634773839683, + "TN": 2412591, + "TP": 33569, + "n_pred": 37796, + "n_ref": 36430 + }, + "2": { + "Dice": 0.9325105715604869, + "FN": 7441, + "FP": 1768, + "IoU": 0.8735548537690512, + "TN": 2380418, + "TP": 63621, + "n_pred": 65389, + "n_ref": 71062 + }, + "3": { + "Dice": 0.8673593307245986, + "FN": 431, + "FP": 3501, + "IoU": 0.7657850845842268, + "TN": 2436460, + "TP": 12856, + "n_pred": 16357, + "n_ref": 13287 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7894857843512912, + "FN": 3944, + "FP": 1550, + "IoU": 0.6521904279564447, + "TN": 2437452, + "TP": 10302, + "n_pred": 11852, + "n_ref": 14246 + }, + "6": { + "Dice": 0.9233961974104379, + "FN": 4611, + "FP": 6352, + "IoU": 0.857693605753005, + "TN": 2376210, + "TP": 66075, + "n_pred": 72427, + "n_ref": 70686 + }, + "7": { + "Dice": 0.8334954725735239, + "FN": 2730, + "FP": 1720, + "IoU": 0.7145239928149859, + "TN": 2437660, + "TP": 11138, + "n_pred": 12858, + "n_ref": 13868 + }, + "8": { + "Dice": 0.9389050387596899, + "FN": 3902, + "FP": 3664, + "IoU": 0.8848454408474499, + "TN": 2387545, + "TP": 58137, + "n_pred": 61801, + "n_ref": 62039 + }, + "9": { + "Dice": 0.806782122304093, + "FN": 8274, + "FP": 6096, + "IoU": 0.6761398210542923, + "TN": 2408877, + "TP": 30001, + "n_pred": 36097, + "n_ref": 38275 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 2054, + "FP": 2, + "IoU": 0.0, + "TN": 1224568, + "TP": 0, + "n_pred": 2, + "n_ref": 2054 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 578, + "IoU": 0.0, + "TN": 1226046, + "TP": 0, + "n_pred": 578, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 51, + "IoU": 0.0, + "TN": 1226573, + "TP": 0, + "n_pred": 51, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9445897148549371, + "FN": 138, + "FP": 307, + "IoU": 0.8949976403964134, + "TN": 1222386, + "TP": 3793, + "n_pred": 4100, + "n_ref": 3931 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1674, + "IoU": 0.0, + "TN": 1224950, + "TP": 0, + "n_pred": 1674, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9737039314639108, + "FN": 17954, + "FP": 3170, + "IoU": 0.9487553945839469, + "TN": 814405, + "TP": 391095, + "n_pred": 394265, + "n_ref": 409049 + }, + "7": { + "Dice": 0.0, + "FN": 1217, + "FP": 1539, + "IoU": 0.0, + "TN": 1223868, + "TP": 0, + "n_pred": 1539, + "n_ref": 1217 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8555708390646493, + "FN": 1331, + "FP": 1504, + "IoU": 0.7475961538461539, + "TN": 1215392, + "TP": 8397, + "n_pred": 9901, + "n_ref": 9728 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5567600120445649, + "FN": 487, + "FP": 5401, + "IoU": 0.3857709159190486, + "TN": 1392270, + "TP": 3698, + "n_pred": 9099, + "n_ref": 4185 + }, + "10": { + "Dice": 0.8657465495608532, + "FN": 1185, + "FP": 848, + "IoU": 0.7632743362831859, + "TN": 1393268, + "TP": 6555, + "n_pred": 7403, + "n_ref": 7740 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 306, + "IoU": 0.0, + "TN": 1401550, + "TP": 0, + "n_pred": 306, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 58, + "IoU": 0.0, + "TN": 1401798, + "TP": 0, + "n_pred": 58, + "n_ref": 0 + }, + "3": { + "Dice": 0.9532129521261773, + "FN": 1403, + "FP": 1955, + "IoU": 0.9106082789830959, + "TN": 1364291, + "TP": 34207, + "n_pred": 36162, + "n_ref": 35610 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 1401850, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "7": { + "Dice": 0.6454476963199073, + "FN": 59833, + "FP": 1345, + "IoU": 0.4765026013143483, + "TN": 1284992, + "TP": 55686, + "n_pred": 57031, + "n_ref": 115519 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9403201493073002, + "FN": 476, + "FP": 3681, + "IoU": 0.8873624884842573, + "TN": 488790, + "TP": 32749, + "n_pred": 36430, + "n_ref": 33225 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8448431650961663, + "FN": 6815, + "FP": 397, + "IoU": 0.731366633143368, + "TN": 498849, + "TP": 19635, + "n_pred": 20032, + "n_ref": 26450 + }, + "15": { + "Dice": 0.31936005351468866, + "FN": 23485, + "FP": 935, + "IoU": 0.1900228863312216, + "TN": 495547, + "TP": 5729, + "n_pred": 6664, + "n_ref": 29214 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 525675, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "3": { + "Dice": 0.9613478691774033, + "FN": 287, + "FP": 532, + "IoU": 0.9255725190839694, + "TN": 514692, + "TP": 10185, + "n_pred": 10717, + "n_ref": 10472 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7516225773242021, + "FN": 3034, + "FP": 8064, + "IoU": 0.6020795984223736, + "TN": 1198734, + "TP": 16792, + "n_pred": 24856, + "n_ref": 19826 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.24489795918367346, + "FN": 34, + "FP": 3, + "IoU": 0.13953488372093023, + "TN": 1226581, + "TP": 6, + "n_pred": 9, + "n_ref": 40 + }, + "13": { + "Dice": 0.17898396321632837, + "FN": 1131, + "FP": 6190, + "IoU": 0.09828796649833724, + "TN": 1218505, + "TP": 798, + "n_pred": 6988, + "n_ref": 1929 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 1226620, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8774188881252939, + "FN": 1218, + "FP": 2171, + "IoU": 0.7816084546977703, + "TN": 1211106, + "TP": 12129, + "n_pred": 14300, + "n_ref": 13347 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9786522586316054, + "FN": 4358, + "FP": 6061, + "IoU": 0.9581969186326432, + "TN": 977384, + "TP": 238821, + "n_pred": 244882, + "n_ref": 243179 + }, + "7": { + "Dice": 0.909375589511413, + "FN": 2202, + "FP": 2602, + "IoU": 0.8338118794755596, + "TN": 1197717, + "TP": 24103, + "n_pred": 26705, + "n_ref": 26305 + }, + "8": { + "Dice": 0.5856697819314641, + "FN": 123, + "FP": 10, + "IoU": 0.41409691629955947, + "TN": 1226397, + "TP": 94, + "n_pred": 104, + "n_ref": 217 + }, + "9": { + "Dice": 0.0, + "FN": 4, + "FP": 0, + "IoU": 0.0, + "TN": 1226620, + "TP": 0, + "n_pred": 0, + "n_ref": 4 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.4823008849557522, + "FN": 147, + "FP": 87, + "IoU": 0.3177842565597668, + "TN": 1576745, + "TP": 109, + "n_pred": 196, + "n_ref": 256 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.00631911532385466, + "FN": 4403, + "FP": 0, + "IoU": 0.003169572107765452, + "TN": 1572671, + "TP": 14, + "n_pred": 14, + "n_ref": 4417 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9371363482436967, + "FN": 592, + "FP": 3492, + "IoU": 0.8817089065894279, + "TN": 1542563, + "TP": 30441, + "n_pred": 33933, + "n_ref": 31033 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 1577086, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "4": { + "Dice": 0.829693790411126, + "FN": 448, + "FP": 7928, + "IoU": 0.708954445950172, + "TN": 1548309, + "TP": 20403, + "n_pred": 28331, + "n_ref": 20851 + }, + "5": { + "Dice": 0.8173233474438294, + "FN": 414, + "FP": 1830, + "IoU": 0.691079295154185, + "TN": 1569824, + "TP": 5020, + "n_pred": 6850, + "n_ref": 5434 + }, + "6": { + "Dice": 0.9656514447388972, + "FN": 8868, + "FP": 1864, + "IoU": 0.9335841770428497, + "TN": 1415500, + "TP": 150856, + "n_pred": 152720, + "n_ref": 159724 + }, + "7": { + "Dice": 0.9001794555243029, + "FN": 3981, + "FP": 3862, + "IoU": 0.8184784872821533, + "TN": 1533881, + "TP": 35364, + "n_pred": 39226, + "n_ref": 39345 + }, + "8": { + "Dice": 0.9503540012872774, + "FN": 2464, + "FP": 1007, + "IoU": 0.9054043005477884, + "TN": 1540395, + "TP": 33222, + "n_pred": 34229, + "n_ref": 35686 + }, + "9": { + "Dice": 0.3475609756097561, + "FN": 157, + "FP": 699, + "IoU": 0.21033210332103322, + "TN": 1576004, + "TP": 228, + "n_pred": 927, + "n_ref": 385 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8233098414997633, + "FN": 3414, + "FP": 2929, + "IoU": 0.6996827801713934, + "TN": 1205503, + "TP": 14778, + "n_pred": 17707, + "n_ref": 18192 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6923365608346469, + "FN": 3903, + "FP": 8394, + "IoU": 0.5294455286419469, + "TN": 1200491, + "TP": 13836, + "n_pred": 22230, + "n_ref": 17739 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7096962158649052, + "FN": 4416, + "FP": 47398, + "IoU": 0.5500225796366416, + "TN": 1111476, + "TP": 63334, + "n_pred": 110732, + "n_ref": 67750 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 153, + "FP": 446, + "IoU": 0.0, + "TN": 1226025, + "TP": 0, + "n_pred": 446, + "n_ref": 153 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9553523813712608, + "FN": 5551, + "FP": 2570, + "IoU": 0.9145211881354862, + "TN": 1131618, + "TP": 86885, + "n_pred": 89455, + "n_ref": 92436 + }, + "7": { + "Dice": 0.7610426911527917, + "FN": 5191, + "FP": 300, + "IoU": 0.6142606252195293, + "TN": 1212389, + "TP": 8744, + "n_pred": 9044, + "n_ref": 13935 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7676748759247121, + "FN": 2804, + "FP": 2158, + "IoU": 0.6229483282674773, + "TN": 1213464, + "TP": 8198, + "n_pred": 10356, + "n_ref": 11002 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9620558955045404, + "FN": 14184, + "FP": 1523, + "IoU": 0.9268860349394169, + "TN": 1887955, + "TP": 199122, + "n_pred": 200645, + "n_ref": 213306 + }, + "10": { + "Dice": 0.4319526627218935, + "FN": 0, + "FP": 192, + "IoU": 0.27547169811320754, + "TN": 2102519, + "TP": 73, + "n_pred": 265, + "n_ref": 73 + }, + "11": { + "Dice": 0.040806969280146724, + "FN": 4061, + "FP": 123, + "IoU": 0.020828457758015447, + "TN": 2098511, + "TP": 89, + "n_pred": 212, + "n_ref": 4150 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1440, + "IoU": 0.0, + "TN": 2101344, + "TP": 0, + "n_pred": 1440, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9559436887625199, + "FN": 11383, + "FP": 1958, + "IoU": 0.915605488395043, + "TN": 1944705, + "TP": 144738, + "n_pred": 146696, + "n_ref": 156121 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 5525, + "IoU": 0.0, + "TN": 2097259, + "TP": 0, + "n_pred": 5525, + "n_ref": 0 + }, + "2": { + "Dice": 0.9529200359389038, + "FN": 194, + "FP": 1378, + "IoU": 0.9100737944053544, + "TN": 2085303, + "TP": 15909, + "n_pred": 17287, + "n_ref": 16103 + }, + "3": { + "Dice": 0.9714337783042508, + "FN": 2323, + "FP": 2066, + "IoU": 0.944454287739192, + "TN": 2023768, + "TP": 74627, + "n_pred": 76693, + "n_ref": 76950 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 47, + "IoU": 0.0, + "TN": 2102737, + "TP": 0, + "n_pred": 47, + "n_ref": 0 + }, + "6": { + "Dice": 0.9530126091542269, + "FN": 5034, + "FP": 9801, + "IoU": 0.9102426805583287, + "TN": 1937505, + "TP": 150444, + "n_pred": 160245, + "n_ref": 155478 + }, + "7": { + "Dice": 0.8999274232887958, + "FN": 4946, + "FP": 3465, + "IoU": 0.818061864590093, + "TN": 2056554, + "TP": 37819, + "n_pred": 41284, + "n_ref": 42765 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9058708414872798, + "FN": 2096, + "FP": 790, + "IoU": 0.8279377571096405, + "TN": 2086011, + "TP": 13887, + "n_pred": 14677, + "n_ref": 15983 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4403671964647574, + "FN": 91688, + "FP": 0, + "IoU": 0.28235312534243356, + "TN": 1975022, + "TP": 36074, + "n_pred": 36074, + "n_ref": 127762 + }, + "10": { + "Dice": 0.8994576554025866, + "FN": 216, + "FP": 25, + "IoU": 0.8172858225928734, + "TN": 2101465, + "TP": 1078, + "n_pred": 1103, + "n_ref": 1294 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5245033112582781, + "FN": 1378, + "FP": 2930, + "IoU": 0.35547576301615796, + "TN": 2096100, + "TP": 2376, + "n_pred": 5306, + "n_ref": 3754 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9567767435930129, + "FN": 124, + "FP": 215, + "IoU": 0.917135174773894, + "TN": 2098693, + "TP": 3752, + "n_pred": 3967, + "n_ref": 3876 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9631833395314243, + "FN": 188, + "FP": 406, + "IoU": 0.9289813486370158, + "TN": 2094420, + "TP": 7770, + "n_pred": 8176, + "n_ref": 7958 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.568347147903333, + "FN": 3841, + "FP": 94897, + "IoU": 0.39698670461277263, + "TN": 1939043, + "TP": 65003, + "n_pred": 159900, + "n_ref": 68844 + }, + "7": { + "Dice": 0.8728799487629575, + "FN": 586, + "FP": 10132, + "IoU": 0.774433874905295, + "TN": 2055268, + "TP": 36798, + "n_pred": 46930, + "n_ref": 37384 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6537527758175309, + "FN": 1345, + "FP": 52136, + "IoU": 0.48561123400981054, + "TN": 2349278, + "TP": 50489, + "n_pred": 102625, + "n_ref": 51834 + }, + "10": { + "Dice": 0.0, + "FN": 65, + "FP": 4333, + "IoU": 0.0, + "TN": 2448850, + "TP": 0, + "n_pred": 4333, + "n_ref": 65 + }, + "11": { + "Dice": 0.011888111888111888, + "FN": 2826, + "FP": 0, + "IoU": 0.005979599015124868, + "TN": 2450405, + "TP": 17, + "n_pred": 17, + "n_ref": 2843 + }, + "12": { + "Dice": 0.0, + "FN": 20, + "FP": 1543, + "IoU": 0.0, + "TN": 2451685, + "TP": 0, + "n_pred": 1543, + "n_ref": 20 + }, + "13": { + "Dice": 0.8798537639173545, + "FN": 435, + "FP": 1734, + "IoU": 0.7854811591336168, + "TN": 2443137, + "TP": 7942, + "n_pred": 9676, + "n_ref": 8377 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 9477, + "IoU": 0.0, + "TN": 2443771, + "TP": 0, + "n_pred": 9477, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9550057943265985, + "FN": 588, + "FP": 305, + "IoU": 0.9138862102217936, + "TN": 2442878, + "TP": 9477, + "n_pred": 9782, + "n_ref": 10065 + }, + "3": { + "Dice": 0.9724230023691579, + "FN": 1140, + "FP": 2061, + "IoU": 0.9463261678795399, + "TN": 2393610, + "TP": 56437, + "n_pred": 58498, + "n_ref": 57577 + }, + "4": { + "Dice": 0.1934798594656426, + "FN": 8300, + "FP": 1571, + "IoU": 0.10710085933966532, + "TN": 2442193, + "TP": 1184, + "n_pred": 2755, + "n_ref": 9484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6523331423304018, + "FN": 53212, + "FP": 2608, + "IoU": 0.48404628979184383, + "TN": 2345060, + "TP": 52368, + "n_pred": 54976, + "n_ref": 105580 + }, + "7": { + "Dice": 0.0003069367710251688, + "FN": 29, + "FP": 6485, + "IoU": 0.00015349194167306216, + "TN": 2446733, + "TP": 1, + "n_pred": 6486, + "n_ref": 30 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 51, + "IoU": 0.0, + "TN": 2453197, + "TP": 0, + "n_pred": 51, + "n_ref": 0 + }, + "9": { + "Dice": 0.9360107742247393, + "FN": 832, + "FP": 2874, + "IoU": 0.8797182824315991, + "TN": 2422437, + "TP": 27105, + "n_pred": 29979, + "n_ref": 27937 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9750868186622377, + "FN": 3202, + "FP": 1253, + "IoU": 0.9513847967000589, + "TN": 1310218, + "TP": 87183, + "n_pred": 88436, + "n_ref": 90385 + }, + "10": { + "Dice": 0.8190079296174104, + "FN": 3014, + "FP": 3240, + "IoU": 0.6934914722603411, + "TN": 1381452, + "TP": 14150, + "n_pred": 17390, + "n_ref": 17164 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5749263966012, + "FN": 11016, + "FP": 11796, + "IoU": 0.4034362823295588, + "TN": 1363617, + "TP": 15427, + "n_pred": 27223, + "n_ref": 26443 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 828, + "IoU": 0.0, + "TN": 1401028, + "TP": 0, + "n_pred": 828, + "n_ref": 0 + }, + "3": { + "Dice": 0.9117336923900524, + "FN": 9222, + "FP": 1660, + "IoU": 0.8377854630016099, + "TN": 1334772, + "TP": 56202, + "n_pred": 57862, + "n_ref": 65424 + }, + "4": { + "Dice": 0.7573063943357523, + "FN": 1900, + "FP": 9103, + "IoU": 0.6094071707490237, + "TN": 1373686, + "TP": 17167, + "n_pred": 26270, + "n_ref": 19067 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9353789710664554, + "FN": 2031, + "FP": 11919, + "IoU": 0.8786027568922306, + "TN": 1286944, + "TP": 100962, + "n_pred": 112881, + "n_ref": 102993 + }, + "7": { + "Dice": 0.9427824899898704, + "FN": 7639, + "FP": 5522, + "IoU": 0.8917583005041575, + "TN": 1280267, + "TP": 108428, + "n_pred": 113950, + "n_ref": 116067 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9693320225935985, + "FN": 8772, + "FP": 431, + "IoU": 0.9404891234060164, + "TN": 2824300, + "TP": 145441, + "n_pred": 145872, + "n_ref": 154213 + }, + "10": { + "Dice": 0.801380154710891, + "FN": 239, + "FP": 3330, + "IoU": 0.6685857554090445, + "TN": 2968175, + "TP": 7200, + "n_pred": 10530, + "n_ref": 7439 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5842017822081257, + "FN": 2293, + "FP": 460, + "IoU": 0.4126306806059313, + "TN": 2974257, + "TP": 1934, + "n_pred": 2394, + "n_ref": 4227 + }, + "13": { + "Dice": 0.0, + "FN": 3688, + "FP": 0, + "IoU": 0.0, + "TN": 2975256, + "TP": 0, + "n_pred": 0, + "n_ref": 3688 + }, + "14": { + "Dice": 0.9519590487734689, + "FN": 9611, + "FP": 1407, + "IoU": 0.9083223777271139, + "TN": 2858762, + "TP": 109164, + "n_pred": 110571, + "n_ref": 118775 + }, + "15": { + "Dice": 0.7547521431233694, + "FN": 412, + "FP": 904, + "IoU": 0.6061059563005088, + "TN": 2975603, + "TP": 2025, + "n_pred": 2929, + "n_ref": 2437 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9607209658221391, + "FN": 190, + "FP": 41, + "IoU": 0.9244109947643979, + "TN": 2975888, + "TP": 2825, + "n_pred": 2866, + "n_ref": 3015 + }, + "4": { + "Dice": 0.934641557208419, + "FN": 112, + "FP": 714, + "IoU": 0.8773024361259656, + "TN": 2972212, + "TP": 5906, + "n_pred": 6620, + "n_ref": 6018 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 2978942, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "6": { + "Dice": 0.001913352466858002, + "FN": 27, + "FP": 7276, + "IoU": 0.0009575923392612859, + "TN": 2971634, + "TP": 7, + "n_pred": 7283, + "n_ref": 34 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2337, + "IoU": 0.0, + "TN": 2976607, + "TP": 0, + "n_pred": 2337, + "n_ref": 0 + }, + "8": { + "Dice": 0.948134092346616, + "FN": 369, + "FP": 123, + "IoU": 0.9013830426939267, + "TN": 2973955, + "TP": 4497, + "n_pred": 4620, + "n_ref": 4866 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 120, + "IoU": 0.0, + "TN": 1752200, + "TP": 0, + "n_pred": 120, + "n_ref": 0 + }, + "10": { + "Dice": 0.9106975777107807, + "FN": 1483, + "FP": 1094, + "IoU": 0.8360374117197938, + "TN": 1736603, + "TP": 13140, + "n_pred": 14234, + "n_ref": 14623 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.904918129257205, + "FN": 6044, + "FP": 419, + "IoU": 0.8263474662797571, + "TN": 1715102, + "TP": 30755, + "n_pred": 31174, + "n_ref": 36799 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3419, + "IoU": 0.0, + "TN": 1748901, + "TP": 0, + "n_pred": 3419, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9586930493414834, + "FN": 1660, + "FP": 962, + "IoU": 0.920663257587219, + "TN": 1719271, + "TP": 30427, + "n_pred": 31389, + "n_ref": 32087 + }, + "7": { + "Dice": 0.9596959196797942, + "FN": 2450, + "FP": 1749, + "IoU": 0.9225148087320773, + "TN": 1698129, + "TP": 49992, + "n_pred": 51741, + "n_ref": 52442 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 332, + "IoU": 0.0, + "TN": 1401524, + "TP": 0, + "n_pred": 332, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9632224168126094, + "FN": 111, + "FP": 99, + "IoU": 0.9290540540540541, + "TN": 1398896, + "TP": 2750, + "n_pred": 2849, + "n_ref": 2861 + }, + "3": { + "Dice": 0.9650092081031307, + "FN": 216, + "FP": 126, + "IoU": 0.9323843416370107, + "TN": 1396798, + "TP": 4716, + "n_pred": 4842, + "n_ref": 4932 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9576248103039029, + "FN": 658, + "FP": 431, + "IoU": 0.9186949380319546, + "TN": 1388462, + "TP": 12305, + "n_pred": 12736, + "n_ref": 12963 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8134528561146371, + "FN": 353, + "FP": 11051, + "IoU": 0.6855630307709275, + "TN": 1365588, + "TP": 24864, + "n_pred": 35915, + "n_ref": 25217 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 684, + "IoU": 0.0, + "TN": 1401172, + "TP": 0, + "n_pred": 684, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.947948377138447, + "FN": 1560, + "FP": 3296, + "IoU": 0.901047397807393, + "TN": 1177550, + "TP": 44218, + "n_pred": 47514, + "n_ref": 45778 + }, + "10": { + "Dice": 0.8275961956259354, + "FN": 4647, + "FP": 2495, + "IoU": 0.705896886839071, + "TN": 1202340, + "TP": 17142, + "n_pred": 19637, + "n_ref": 21789 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 74, + "IoU": 0.0, + "TN": 1226550, + "TP": 0, + "n_pred": 74, + "n_ref": 0 + }, + "13": { + "Dice": 0.3216033120060218, + "FN": 20885, + "FP": 745, + "IoU": 0.19161340957506448, + "TN": 1199867, + "TP": 5127, + "n_pred": 5872, + "n_ref": 26012 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 302, + "IoU": 0.0, + "TN": 1226322, + "TP": 0, + "n_pred": 302, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8747322771926719, + "FN": 5831, + "FP": 1246, + "IoU": 0.77735481029384, + "TN": 1194838, + "TP": 24709, + "n_pred": 25955, + "n_ref": 30540 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 94, + "IoU": 0.0, + "TN": 1226530, + "TP": 0, + "n_pred": 94, + "n_ref": 0 + }, + "6": { + "Dice": 0.9065283871825555, + "FN": 2550, + "FP": 1668, + "IoU": 0.8290369649805448, + "TN": 1201952, + "TP": 20454, + "n_pred": 22122, + "n_ref": 23004 + }, + "7": { + "Dice": 0.9445611440670846, + "FN": 2784, + "FP": 10412, + "IoU": 0.8949463427061108, + "TN": 1101012, + "TP": 112416, + "n_pred": 122828, + "n_ref": 115200 + }, + "8": { + "Dice": 0.9094693674661365, + "FN": 1723, + "FP": 1191, + "IoU": 0.833969574383226, + "TN": 1209073, + "TP": 14637, + "n_pred": 15828, + "n_ref": 16360 + }, + "9": { + "Dice": 0.7860652769875343, + "FN": 1466, + "FP": 6806, + "IoU": 0.6475350462311986, + "TN": 1203155, + "TP": 15197, + "n_pred": 22003, + "n_ref": 16663 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9460119830012338, + "FN": 2320, + "FP": 4375, + "IoU": 0.8975547802668625, + "TN": 635576, + "TP": 58657, + "n_pred": 63032, + "n_ref": 60977 + }, + "15": { + "Dice": 0.13864701942397856, + "FN": 12, + "FP": 2560, + "IoU": 0.07448722562072688, + "TN": 698149, + "TP": 207, + "n_pred": 2767, + "n_ref": 219 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7726505346088914, + "FN": 1543, + "FP": 73, + "IoU": 0.6295277395690051, + "TN": 696566, + "TP": 2746, + "n_pred": 2819, + "n_ref": 4289 + }, + "7": { + "Dice": 0.6278104462123832, + "FN": 4, + "FP": 2148, + "IoU": 0.45752457776657424, + "TN": 696961, + "TP": 1815, + "n_pred": 3963, + "n_ref": 1819 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9227226202661207, + "FN": 557, + "FP": 349, + "IoU": 0.8565320665083136, + "TN": 2271701, + "TP": 5409, + "n_pred": 5758, + "n_ref": 5966 + }, + "10": { + "Dice": 0.5962078651685393, + "FN": 382, + "FP": 3068, + "IoU": 0.42471235617808906, + "TN": 2272019, + "TP": 2547, + "n_pred": 5615, + "n_ref": 2929 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.46491969568892644, + "FN": 421, + "FP": 212, + "IoU": 0.30286343612334804, + "TN": 2277108, + "TP": 275, + "n_pred": 487, + "n_ref": 696 + }, + "13": { + "Dice": 0.01569713758079409, + "FN": 222, + "FP": 1910, + "IoU": 0.007910656119125175, + "TN": 2275867, + "TP": 17, + "n_pred": 1927, + "n_ref": 239 + }, + "14": { + "Dice": 0.06740070782540307, + "FN": 45692, + "FP": 1740, + "IoU": 0.03487567655556912, + "TN": 2228870, + "TP": 1714, + "n_pred": 3454, + "n_ref": 47406 + }, + "15": { + "Dice": 0.3776788199276371, + "FN": 4455, + "FP": 17, + "IoU": 0.23280150969291474, + "TN": 2272187, + "TP": 1357, + "n_pred": 1374, + "n_ref": 5812 + }, + "2": { + "Dice": 0.5446612960241121, + "FN": 90059, + "FP": 7837, + "IoU": 0.3742505401224704, + "TN": 2121570, + "TP": 58550, + "n_pred": 66387, + "n_ref": 148609 + }, + "3": { + "Dice": 0.42298696959572335, + "FN": 106447, + "FP": 7535, + "IoU": 0.26822033898305087, + "TN": 2122256, + "TP": 41778, + "n_pred": 49313, + "n_ref": 148225 + }, + "4": { + "Dice": 0.8992265800192211, + "FN": 3514, + "FP": 890, + "IoU": 0.8169043362574315, + "TN": 2253963, + "TP": 19649, + "n_pred": 20539, + "n_ref": 23163 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9642796297347948, + "FN": 3566, + "FP": 4611, + "IoU": 0.9310231385020288, + "TN": 2159469, + "TP": 110370, + "n_pred": 114981, + "n_ref": 113936 + }, + "7": { + "Dice": 0.8432007690539383, + "FN": 117, + "FP": 7386, + "IoU": 0.7289084799653142, + "TN": 2250339, + "TP": 20174, + "n_pred": 27560, + "n_ref": 20291 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9743681062566122, + "FN": 1058, + "FP": 1389, + "IoU": 0.9500173621749699, + "TN": 1352899, + "TP": 46510, + "n_pred": 47899, + "n_ref": 47568 + }, + "10": { + "Dice": 0.8390707330557718, + "FN": 5810, + "FP": 8453, + "IoU": 0.7227578431753684, + "TN": 1350410, + "TP": 37183, + "n_pred": 45636, + "n_ref": 42993 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 1401850, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "13": { + "Dice": 0.7895431515306339, + "FN": 1672, + "FP": 3271, + "IoU": 0.6522687302145621, + "TN": 1387641, + "TP": 9272, + "n_pred": 12543, + "n_ref": 10944 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9255671845543783, + "FN": 52, + "FP": 1093, + "IoU": 0.8614472410454985, + "TN": 1393592, + "TP": 7119, + "n_pred": 8212, + "n_ref": 7171 + }, + "3": { + "Dice": 0.9721122969713928, + "FN": 2765, + "FP": 1421, + "IoU": 0.9457378409208752, + "TN": 1324712, + "TP": 72958, + "n_pred": 74379, + "n_ref": 75723 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 217, + "IoU": 0.0, + "TN": 1401639, + "TP": 0, + "n_pred": 217, + "n_ref": 0 + }, + "7": { + "Dice": 0.9691663295797069, + "FN": 801, + "FP": 1562, + "IoU": 0.9401772151898734, + "TN": 1362356, + "TP": 37137, + "n_pred": 38699, + "n_ref": 37938 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9194483453962767, + "FN": 160, + "FP": 2077, + "IoU": 0.8509064249533458, + "TN": 1386852, + "TP": 12767, + "n_pred": 14844, + "n_ref": 12927 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9047296816012537, + "FN": 3182, + "FP": 2168, + "IoU": 0.8260332325301597, + "TN": 1020639, + "TP": 25403, + "n_pred": 27571, + "n_ref": 28585 + }, + "11": { + "Dice": 0.0, + "FN": 127, + "FP": 0, + "IoU": 0.0, + "TN": 1051265, + "TP": 0, + "n_pred": 0, + "n_ref": 127 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8748665322102266, + "FN": 2387, + "FP": 6051, + "IoU": 0.7775668907341505, + "TN": 1013457, + "TP": 29497, + "n_pred": 35548, + "n_ref": 31884 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.75177304964539, + "FN": 35, + "FP": 0, + "IoU": 0.6022727272727273, + "TN": 1051304, + "TP": 53, + "n_pred": 53, + "n_ref": 88 + }, + "3": { + "Dice": 0.9064748201438849, + "FN": 178, + "FP": 4, + "IoU": 0.8289473684210527, + "TN": 1050328, + "TP": 882, + "n_pred": 886, + "n_ref": 1060 + }, + "4": { + "Dice": 0.6752884998010347, + "FN": 214, + "FP": 1418, + "IoU": 0.5097626914989486, + "TN": 1048063, + "TP": 1697, + "n_pred": 3115, + "n_ref": 1911 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.906088396245686, + "FN": 3985, + "FP": 4750, + "IoU": 0.8283012933915163, + "TN": 1000518, + "TP": 42139, + "n_pred": 46889, + "n_ref": 46124 + }, + "7": { + "Dice": 0.843133988561275, + "FN": 1029, + "FP": 1796, + "IoU": 0.7288086781223001, + "TN": 1040975, + "TP": 7592, + "n_pred": 9388, + "n_ref": 8621 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8194238194238195, + "FN": 1166, + "FP": 3698, + "IoU": 0.6940880503144654, + "TN": 1035492, + "TP": 11036, + "n_pred": 14734, + "n_ref": 12202 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9806679839113883, + "FN": 1550, + "FP": 3117, + "IoU": 0.9620692457737321, + "TN": 1629280, + "TP": 118373, + "n_pred": 121490, + "n_ref": 119923 + }, + "10": { + "Dice": 0.6072024008002668, + "FN": 4296, + "FP": 416, + "IoU": 0.43595882212113957, + "TN": 1743966, + "TP": 3642, + "n_pred": 4058, + "n_ref": 7938 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.17126436781609194, + "FN": 644, + "FP": 798, + "IoU": 0.09365179132620993, + "TN": 1750729, + "TP": 149, + "n_pred": 947, + "n_ref": 793 + }, + "14": { + "Dice": 0.8225792787959224, + "FN": 4715, + "FP": 1568, + "IoU": 0.698628165771297, + "TN": 1731472, + "TP": 14565, + "n_pred": 16133, + "n_ref": 19280 + }, + "15": { + "Dice": 0.6981392143349414, + "FN": 7495, + "FP": 1265, + "IoU": 0.5362625727898359, + "TN": 1733430, + "TP": 10130, + "n_pred": 11395, + "n_ref": 17625 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1170, + "IoU": 0.0, + "TN": 1751150, + "TP": 0, + "n_pred": 1170, + "n_ref": 0 + }, + "3": { + "Dice": 0.9108621819698505, + "FN": 308, + "FP": 2684, + "IoU": 0.8363148968761968, + "TN": 1734041, + "TP": 15287, + "n_pred": 17971, + "n_ref": 15595 + }, + "4": { + "Dice": 0.9445975482276917, + "FN": 409, + "FP": 174, + "IoU": 0.8950117053844768, + "TN": 1746767, + "TP": 4970, + "n_pred": 5144, + "n_ref": 5379 + }, + "5": { + "Dice": 0.8236208236208237, + "FN": 10, + "FP": 444, + "IoU": 0.7001321003963011, + "TN": 1750806, + "TP": 1060, + "n_pred": 1504, + "n_ref": 1070 + }, + "6": { + "Dice": 0.9424917174645955, + "FN": 5625, + "FP": 6196, + "IoU": 0.8912381425561474, + "TN": 1643633, + "TP": 96866, + "n_pred": 103062, + "n_ref": 102491 + }, + "7": { + "Dice": 0.26861416162275137, + "FN": 17197, + "FP": 43342, + "IoU": 0.15514402143574857, + "TN": 1680664, + "TP": 11117, + "n_pred": 54459, + "n_ref": 28314 + }, + "8": { + "Dice": 0.8853503184713376, + "FN": 387, + "FP": 333, + "IoU": 0.7942857142857143, + "TN": 1748820, + "TP": 2780, + "n_pred": 3113, + "n_ref": 3167 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9794895787742043, + "FN": 1182, + "FP": 177, + "IoU": 0.959803602591026, + "TN": 842351, + "TP": 32450, + "n_pred": 32627, + "n_ref": 33632 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3726, + "IoU": 0.0, + "TN": 872434, + "TP": 0, + "n_pred": 3726, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 3947, + "IoU": 0.0, + "TN": 872213, + "TP": 0, + "n_pred": 3947, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 164, + "IoU": 0.0, + "TN": 875996, + "TP": 0, + "n_pred": 164, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9332365747460087, + "FN": 58, + "FP": 126, + "IoU": 0.8748299319727891, + "TN": 874690, + "TP": 1286, + "n_pred": 1412, + "n_ref": 1344 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.14381871213820957, + "FN": 447, + "FP": 7185, + "IoU": 0.07748096216608244, + "TN": 867887, + "TP": 641, + "n_pred": 7826, + "n_ref": 1088 + }, + "10": { + "Dice": 0.8632457647925362, + "FN": 589, + "FP": 525, + "IoU": 0.7593952483801296, + "TN": 871530, + "TP": 3516, + "n_pred": 4041, + "n_ref": 4105 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5685581395348838, + "FN": 1103, + "FP": 1216, + "IoU": 0.39719261762412267, + "TN": 872313, + "TP": 1528, + "n_pred": 2744, + "n_ref": 2631 + }, + "13": { + "Dice": 0.7557907348242812, + "FN": 932, + "FP": 1514, + "IoU": 0.6074466377788477, + "TN": 869929, + "TP": 3785, + "n_pred": 5299, + "n_ref": 4717 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9553393605079242, + "FN": 4004, + "FP": 3396, + "IoU": 0.9144973251528071, + "TN": 789613, + "TP": 79147, + "n_pred": 82543, + "n_ref": 83151 + }, + "3": { + "Dice": 0.9223579074325343, + "FN": 993, + "FP": 37, + "IoU": 0.8559037493005036, + "TN": 869012, + "TP": 6118, + "n_pred": 6155, + "n_ref": 7111 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9347714432460195, + "FN": 347, + "FP": 161, + "IoU": 0.8775313404050145, + "TN": 872012, + "TP": 3640, + "n_pred": 3801, + "n_ref": 3987 + }, + "7": { + "Dice": 0.6041666666666666, + "FN": 38, + "FP": 0, + "IoU": 0.43283582089552236, + "TN": 876093, + "TP": 29, + "n_pred": 29, + "n_ref": 67 + }, + "8": { + "Dice": 0.9495927430387473, + "FN": 1214, + "FP": 1181, + "IoU": 0.9040234030616334, + "TN": 851206, + "TP": 22559, + "n_pred": 23740, + "n_ref": 23773 + }, + "9": { + "Dice": 0.9416249702168216, + "FN": 898, + "FP": 327, + "IoU": 0.889689329131022, + "TN": 865055, + "TP": 9880, + "n_pred": 10207, + "n_ref": 10778 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0400.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9018844874782255, + "FN": 3838, + "FP": 499, + "IoU": 0.8213020189534405, + "TN": 1377586, + "TP": 19933, + "n_pred": 20432, + "n_ref": 23771 + }, + "11": { + "Dice": 0.033136094674556214, + "FN": 1629, + "FP": 5, + "IoU": 0.01684717208182912, + "TN": 1400194, + "TP": 28, + "n_pred": 33, + "n_ref": 1657 + }, + "12": { + "Dice": 0.18324022346368715, + "FN": 908, + "FP": 1285, + "IoU": 0.1008610086100861, + "TN": 1399417, + "TP": 246, + "n_pred": 1531, + "n_ref": 1154 + }, + "13": { + "Dice": 0.125, + "FN": 1367, + "FP": 47, + "IoU": 0.06666666666666667, + "TN": 1400341, + "TP": 101, + "n_pred": 148, + "n_ref": 1468 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9722793267377617, + "FN": 4131, + "FP": 2773, + "IoU": 0.9460540709485857, + "TN": 1273876, + "TP": 121076, + "n_pred": 123849, + "n_ref": 125207 + }, + "3": { + "Dice": 0.851256175759487, + "FN": 71, + "FP": 1344, + "IoU": 0.7410322108345534, + "TN": 1396392, + "TP": 4049, + "n_pred": 5393, + "n_ref": 4120 + }, + "4": { + "Dice": 0.835820895522388, + "FN": 12, + "FP": 10, + "IoU": 0.717948717948718, + "TN": 1401778, + "TP": 56, + "n_pred": 66, + "n_ref": 68 + }, + "5": { + "Dice": 0.4642857142857143, + "FN": 14, + "FP": 16, + "IoU": 0.3023255813953488, + "TN": 1401813, + "TP": 13, + "n_pred": 29, + "n_ref": 27 + }, + "6": { + "Dice": 0.9216698670080364, + "FN": 6754, + "FP": 9767, + "IoU": 0.854719569461299, + "TN": 1288138, + "TP": 97197, + "n_pred": 106964, + "n_ref": 103951 + }, + "7": { + "Dice": 0.9285714285714286, + "FN": 2, + "FP": 0, + "IoU": 0.8666666666666667, + "TN": 1401841, + "TP": 13, + "n_pred": 13, + "n_ref": 15 + }, + "8": { + "Dice": 0.8855491329479769, + "FN": 46, + "FP": 53, + "IoU": 0.7946058091286307, + "TN": 1401374, + "TP": 383, + "n_pred": 436, + "n_ref": 429 + }, + "9": { + "Dice": 0.7831497948687749, + "FN": 8007, + "FP": 3040, + "IoU": 0.6435876754315212, + "TN": 1370861, + "TP": 19948, + "n_pred": 22988, + "n_ref": 27955 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.5148709207846135, + "FN": 4244.982222222223, + "FP": 4333.262222222223, + "IoU": 0.43992596517031296, + "TN": 1794300.731111111, + "TP": 19533.824444444443, + "n_pred": 23867.086666666666, + "n_ref": 23778.806666666664 + }, + "mean": { + "1": { + "Dice": 0.6667761556023075, + "FN": 1365.5, + "FP": 3895.766666666667, + "IoU": 0.6102784389926942, + "TN": 1794495.4333333333, + "TP": 22656.1, + "n_pred": 26551.866666666665, + "n_ref": 24021.6 + }, + "10": { + "Dice": 0.659570415306049, + "FN": 3473.866666666667, + "FP": 3675.733333333333, + "IoU": 0.5500752695392874, + "TN": 1806053.4333333333, + "TP": 9209.766666666666, + "n_pred": 12885.5, + "n_ref": 12683.633333333333 + }, + "11": { + "Dice": 0.2923524786165933, + "FN": 257.7, + "FP": 281.43333333333334, + "IoU": 0.20785581850019638, + "TN": 1821644.6666666667, + "TP": 229.0, + "n_pred": 510.43333333333334, + "n_ref": 486.7 + }, + "12": { + "Dice": 0.18015142218619962, + "FN": 605.3666666666667, + "FP": 87.83333333333333, + "IoU": 0.11897495274905595, + "TN": 1821527.2, + "TP": 192.4, + "n_pred": 280.23333333333335, + "n_ref": 797.7666666666667 + }, + "13": { + "Dice": 0.4207686977435991, + "FN": 3401.5333333333333, + "FP": 4084.3, + "IoU": 0.3146216592080176, + "TN": 1809012.9, + "TP": 5914.066666666667, + "n_pred": 9998.366666666667, + "n_ref": 9315.6 + }, + "14": { + "Dice": 0.3085054693908584, + "FN": 5525.9, + "FP": 2416.9333333333334, + "IoU": 0.2414155766065889, + "TN": 1808356.7666666666, + "TP": 6113.2, + "n_pred": 8530.133333333333, + "n_ref": 11639.1 + }, + "15": { + "Dice": 0.1835387885024975, + "FN": 570.8666666666667, + "FP": 7174.933333333333, + "IoU": 0.1366664917253093, + "TN": 1811496.6666666667, + "TP": 3170.3333333333335, + "n_pred": 10345.266666666666, + "n_ref": 3741.2 + }, + "2": { + "Dice": 0.6536848284398636, + "FN": 6365.866666666667, + "FP": 2105.5666666666666, + "IoU": 0.5921603968380865, + "TN": 1792159.8333333333, + "TP": 21781.533333333333, + "n_pred": 23887.1, + "n_ref": 28147.4 + }, + "3": { + "Dice": 0.6555979461548137, + "FN": 2760.3333333333335, + "FP": 7691.033333333334, + "IoU": 0.5899737400495729, + "TN": 1781996.0, + "TP": 29965.433333333334, + "n_pred": 37656.46666666667, + "n_ref": 32725.766666666666 + }, + "4": { + "Dice": 0.20083141410203537, + "FN": 2879.0666666666666, + "FP": 1223.1, + "IoU": 0.15306354872872285, + "TN": 1816601.5666666667, + "TP": 1709.0666666666666, + "n_pred": 2932.1666666666665, + "n_ref": 4588.133333333333 + }, + "5": { + "Dice": 0.381267520513405, + "FN": 724.0333333333333, + "FP": 359.7, + "IoU": 0.2798823129875625, + "TN": 1820437.7666666666, + "TP": 891.3, + "n_pred": 1251.0, + "n_ref": 1615.3333333333333 + }, + "6": { + "Dice": 0.8824132090981253, + "FN": 18876.2, + "FP": 11288.933333333332, + "IoU": 0.8142953186750507, + "TN": 1685685.8, + "TP": 106561.86666666667, + "n_pred": 117850.8, + "n_ref": 125438.06666666667 + }, + "7": { + "Dice": 0.7116755221366655, + "FN": 14268.633333333333, + "FP": 17713.066666666666, + "IoU": 0.6328144859264832, + "TN": 1723588.5666666667, + "TP": 66842.53333333334, + "n_pred": 84555.6, + "n_ref": 81111.16666666667 + }, + "8": { + "Dice": 0.8661410139015211, + "FN": 995.9333333333333, + "FP": 1153.5333333333333, + "IoU": 0.7986176883629756, + "TN": 1808867.5666666667, + "TP": 11395.766666666666, + "n_pred": 12549.3, + "n_ref": 12391.7 + }, + "9": { + "Dice": 0.6597889300746685, + "FN": 1603.9333333333334, + "FP": 1847.0666666666666, + "IoU": 0.5581937786650899, + "TN": 1812586.8, + "TP": 6375.0, + "n_pred": 8222.066666666668, + "n_ref": 7978.933333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9783983492592764, + "FN": 5353, + "FP": 3043, + "IoU": 0.9577102274158209, + "TN": 1729017, + "TP": 190139, + "n_pred": 193182, + "n_ref": 195492 + }, + "10": { + "Dice": 0.7818991097922848, + "FN": 731, + "FP": 151, + "IoU": 0.6419001218026796, + "TN": 1925089, + "TP": 1581, + "n_pred": 1732, + "n_ref": 2312 + }, + "11": { + "Dice": 0.7912536443148688, + "FN": 833, + "FP": 599, + "IoU": 0.6546068499758804, + "TN": 1923406, + "TP": 2714, + "n_pred": 3313, + "n_ref": 3547 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 1927531, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 1927541, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "3": { + "Dice": 0.9504093642577103, + "FN": 9708, + "FP": 2612, + "IoU": 0.9055048052954126, + "TN": 1797175, + "TP": 118057, + "n_pred": 120669, + "n_ref": 127765 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 59, + "IoU": 0.0, + "TN": 1927493, + "TP": 0, + "n_pred": 59, + "n_ref": 0 + }, + "5": { + "Dice": 0.7835913454912949, + "FN": 2173, + "FP": 2538, + "IoU": 0.6441842900302115, + "TN": 1914312, + "TP": 8529, + "n_pred": 11067, + "n_ref": 10702 + }, + "6": { + "Dice": 0.9639327387140456, + "FN": 6402, + "FP": 11257, + "IoU": 0.9303766026904698, + "TN": 1673916, + "TP": 235977, + "n_pred": 247234, + "n_ref": 242379 + }, + "7": { + "Dice": 0.8825257783011081, + "FN": 9722, + "FP": 953, + "IoU": 0.7897504579205483, + "TN": 1876779, + "TP": 40098, + "n_pred": 41051, + "n_ref": 49820 + }, + "8": { + "Dice": 0.9608762124364019, + "FN": 816, + "FP": 745, + "IoU": 0.9246985045827304, + "TN": 1906822, + "TP": 19169, + "n_pred": 19914, + "n_ref": 19985 + }, + "9": { + "Dice": 0.7856266432953549, + "FN": 4923, + "FP": 1192, + "IoU": 0.6469399538106235, + "TN": 1910232, + "TP": 11205, + "n_pred": 12397, + "n_ref": 16128 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7149682053309611, + "FN": 1170, + "FP": 7481, + "IoU": 0.5563817240141531, + "TN": 1031891, + "TP": 10850, + "n_pred": 18331, + "n_ref": 12020 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 250, + "FP": 0, + "IoU": 0.0, + "TN": 1051142, + "TP": 0, + "n_pred": 0, + "n_ref": 250 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9800080673624767, + "FN": 2517, + "FP": 655, + "IoU": 0.9607998220420673, + "TN": 970474, + "TP": 77746, + "n_pred": 78401, + "n_ref": 80263 + }, + "7": { + "Dice": 0.08350129570976102, + "FN": 51, + "FP": 3132, + "IoU": 0.043569711538461536, + "TN": 1048064, + "TP": 145, + "n_pred": 3277, + "n_ref": 196 + }, + "8": { + "Dice": 0.7599860253872133, + "FN": 2723, + "FP": 1399, + "IoU": 0.612885048835462, + "TN": 1040744, + "TP": 6526, + "n_pred": 7925, + "n_ref": 9249 + }, + "9": { + "Dice": 0.6283928468082643, + "FN": 145, + "FP": 6276, + "IoU": 0.45814345991561184, + "TN": 1039542, + "TP": 5429, + "n_pred": 11705, + "n_ref": 5574 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8731383229950566, + "FN": 1063, + "FP": 2966, + "IoU": 0.7748407287358892, + "TN": 1208730, + "TP": 13865, + "n_pred": 16831, + "n_ref": 14928 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4273204903677758, + "FN": 322, + "FP": 5, + "IoU": 0.2717149220489978, + "TN": 1226175, + "TP": 122, + "n_pred": 127, + "n_ref": 444 + }, + "13": { + "Dice": 0.13060179257362356, + "FN": 2, + "FP": 7467, + "IoU": 0.06986301369863014, + "TN": 1218594, + "TP": 561, + "n_pred": 8028, + "n_ref": 563 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8008526752022456, + "FN": 14406, + "FP": 635, + "IoU": 0.6678517798781026, + "TN": 1181340, + "TP": 30243, + "n_pred": 30878, + "n_ref": 44649 + }, + "3": { + "Dice": 0.8687707041765602, + "FN": 3617, + "FP": 14566, + "IoU": 0.7679881588853019, + "TN": 1148253, + "TP": 60188, + "n_pred": 74754, + "n_ref": 63805 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 1226622, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "5": { + "Dice": 0.3496681980602348, + "FN": 2432, + "FP": 116, + "IoU": 0.21187751314568512, + "TN": 1223391, + "TP": 685, + "n_pred": 801, + "n_ref": 3117 + }, + "6": { + "Dice": 0.9332638007892612, + "FN": 5427, + "FP": 7882, + "IoU": 0.874877782791817, + "TN": 1120256, + "TP": 93059, + "n_pred": 100941, + "n_ref": 98486 + }, + "7": { + "Dice": 0.39776249149595583, + "FN": 5086, + "FP": 2881, + "IoU": 0.24825438762030572, + "TN": 1216026, + "TP": 2631, + "n_pred": 5512, + "n_ref": 7717 + }, + "8": { + "Dice": 0.9425820869864191, + "FN": 530, + "FP": 806, + "IoU": 0.8913997723947326, + "TN": 1214322, + "TP": 10966, + "n_pred": 11772, + "n_ref": 11496 + }, + "9": { + "Dice": 0.8756875687568757, + "FN": 2081, + "FP": 2326, + "IoU": 0.7788649706457925, + "TN": 1206695, + "TP": 15522, + "n_pred": 17848, + "n_ref": 17603 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7612293144208038, + "FN": 802, + "FP": 6470, + "IoU": 0.6145038167938931, + "TN": 1558224, + "TP": 11592, + "n_pred": 18062, + "n_ref": 12394 + }, + "10": { + "Dice": 0.8709471126175098, + "FN": 2218, + "FP": 1818, + "IoU": 0.7713962050410649, + "TN": 1559433, + "TP": 13619, + "n_pred": 15437, + "n_ref": 15837 + }, + "11": { + "Dice": 0.1574279379157428, + "FN": 1353, + "FP": 167, + "IoU": 0.08543922984356198, + "TN": 1575426, + "TP": 142, + "n_pred": 309, + "n_ref": 1495 + }, + "12": { + "Dice": 0.0, + "FN": 222, + "FP": 17, + "IoU": 0.0, + "TN": 1576849, + "TP": 0, + "n_pred": 17, + "n_ref": 222 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 1577086, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "14": { + "Dice": 0.48647436185007403, + "FN": 8280, + "FP": 3167, + "IoU": 0.3214179856541585, + "TN": 1560219, + "TP": 5422, + "n_pred": 8589, + "n_ref": 13702 + }, + "15": { + "Dice": 0.4309278350515464, + "FN": 448, + "FP": 15560, + "IoU": 0.27463863337713534, + "TN": 1555019, + "TP": 6061, + "n_pred": 21621, + "n_ref": 6509 + }, + "2": { + "Dice": 0.9092175101161385, + "FN": 5436, + "FP": 1474, + "IoU": 0.8335461180834919, + "TN": 1535575, + "TP": 34603, + "n_pred": 36077, + "n_ref": 40039 + }, + "3": { + "Dice": 0.8371828236824984, + "FN": 804, + "FP": 17214, + "IoU": 0.7199608336830325, + "TN": 1512747, + "TP": 46323, + "n_pred": 63537, + "n_ref": 47127 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9500135904113072, + "FN": 10270, + "FP": 1132, + "IoU": 0.9047865588883693, + "TN": 1457336, + "TP": 108350, + "n_pred": 109482, + "n_ref": 118620 + }, + "7": { + "Dice": 0.9847379735105183, + "FN": 2097, + "FP": 2745, + "IoU": 0.9699348028562558, + "TN": 1416038, + "TP": 156208, + "n_pred": 158953, + "n_ref": 158305 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 2277996, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2186, + "IoU": 0.0, + "TN": 2275830, + "TP": 0, + "n_pred": 2186, + "n_ref": 0 + }, + "11": { + "Dice": 0.08955223880597014, + "FN": 38, + "FP": 450, + "IoU": 0.046875, + "TN": 2277504, + "TP": 24, + "n_pred": 474, + "n_ref": 62 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2108, + "IoU": 0.0, + "TN": 2275908, + "TP": 0, + "n_pred": 2108, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9541233477119496, + "FN": 2423, + "FP": 1544, + "IoU": 0.9122713903447666, + "TN": 2232797, + "TP": 41252, + "n_pred": 42796, + "n_ref": 43675 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9556714408604241, + "FN": 11245, + "FP": 6997, + "IoU": 0.9151061057334327, + "TN": 2063136, + "TP": 196638, + "n_pred": 203635, + "n_ref": 207883 + }, + "7": { + "Dice": 0.0, + "FN": 184, + "FP": 1569, + "IoU": 0.0, + "TN": 2276263, + "TP": 0, + "n_pred": 1569, + "n_ref": 184 + }, + "8": { + "Dice": 0.925244375484872, + "FN": 759, + "FP": 1650, + "IoU": 0.8608881445977941, + "TN": 2260699, + "TP": 14908, + "n_pred": 16558, + "n_ref": 15667 + }, + "9": { + "Dice": 0.8861299594062046, + "FN": 6508, + "FP": 1178, + "IoU": 0.7955416045967227, + "TN": 2240424, + "TP": 29906, + "n_pred": 31084, + "n_ref": 36414 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7955531625122731, + "FN": 877, + "FP": 5578, + "IoU": 0.6605133059850636, + "TN": 1733306, + "TP": 12559, + "n_pred": 18137, + "n_ref": 13436 + }, + "11": { + "Dice": 0.5237352351236907, + "FN": 1380, + "FP": 757, + "IoU": 0.3547705314009662, + "TN": 1749008, + "TP": 1175, + "n_pred": 1932, + "n_ref": 2555 + }, + "12": { + "Dice": 0.6783954961294862, + "FN": 1075, + "FP": 753, + "IoU": 0.5133120340788072, + "TN": 1748564, + "TP": 1928, + "n_pred": 2681, + "n_ref": 3003 + }, + "13": { + "Dice": 0.701648643857472, + "FN": 2821, + "FP": 2228, + "IoU": 0.540415073730202, + "TN": 1741334, + "TP": 5937, + "n_pred": 8165, + "n_ref": 8758 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9582656241038484, + "FN": 1142, + "FP": 1041, + "IoU": 0.919875206459901, + "TN": 1725075, + "TP": 25062, + "n_pred": 26103, + "n_ref": 26204 + }, + "3": { + "Dice": 0.9321387912686234, + "FN": 496, + "FP": 2246, + "IoU": 0.8729025679058126, + "TN": 1730746, + "TP": 18832, + "n_pred": 21078, + "n_ref": 19328 + }, + "4": { + "Dice": 0.6861655454811348, + "FN": 796, + "FP": 277, + "IoU": 0.5222617987533392, + "TN": 1750074, + "TP": 1173, + "n_pred": 1450, + "n_ref": 1969 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9582899980863155, + "FN": 1935, + "FP": 3078, + "IoU": 0.9199201277955271, + "TN": 1689720, + "TP": 57587, + "n_pred": 60665, + "n_ref": 59522 + }, + "7": { + "Dice": 0.9706355914500304, + "FN": 6804, + "FP": 2333, + "IoU": 0.94294652446487, + "TN": 1592172, + "TP": 151011, + "n_pred": 153344, + "n_ref": 157815 + }, + "8": { + "Dice": 0.9285893889866734, + "FN": 681, + "FP": 455, + "IoU": 0.8666979582257686, + "TN": 1743798, + "TP": 7386, + "n_pred": 7841, + "n_ref": 8067 + }, + "9": { + "Dice": 0.892006168233597, + "FN": 1352, + "FP": 2990, + "IoU": 0.8050642004130376, + "TN": 1730046, + "TP": 17932, + "n_pred": 20922, + "n_ref": 19284 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7618567103935419, + "FN": 20, + "FP": 452, + "IoU": 0.615321923390383, + "TN": 3678645, + "TP": 755, + "n_pred": 1207, + "n_ref": 775 + }, + "10": { + "Dice": 0.06988173859622178, + "FN": 135, + "FP": 11977, + "IoU": 0.036205936182064136, + "TN": 3667305, + "TP": 455, + "n_pred": 12432, + "n_ref": 590 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 71, + "IoU": 0.0, + "TN": 3679801, + "TP": 0, + "n_pred": 71, + "n_ref": 0 + }, + "13": { + "Dice": 0.6267172883478805, + "FN": 6524, + "FP": 3013, + "IoU": 0.45636436185373086, + "TN": 3662329, + "TP": 8006, + "n_pred": 11019, + "n_ref": 14530 + }, + "14": { + "Dice": 0.6511300241808039, + "FN": 6005, + "FP": 12318, + "IoU": 0.4827226017729095, + "TN": 3644450, + "TP": 17099, + "n_pred": 29417, + "n_ref": 23104 + }, + "15": { + "Dice": 0.5763753759065983, + "FN": 235, + "FP": 38081, + "IoU": 0.40486471373986516, + "TN": 3615490, + "TP": 26066, + "n_pred": 64147, + "n_ref": 26301 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9746767890650554, + "FN": 3321, + "FP": 2563, + "IoU": 0.9506044325050369, + "TN": 3560752, + "TP": 113236, + "n_pred": 115799, + "n_ref": 116557 + }, + "7": { + "Dice": 0.9143467197849799, + "FN": 22331, + "FP": 2781, + "IoU": 0.8422087755345686, + "TN": 3520725, + "TP": 134035, + "n_pred": 136816, + "n_ref": 156366 + }, + "8": { + "Dice": 0.9431652118962044, + "FN": 62, + "FP": 1377, + "IoU": 0.8924433814186411, + "TN": 3666493, + "TP": 11940, + "n_pred": 13317, + "n_ref": 12002 + }, + "9": { + "Dice": 0.8243311204988936, + "FN": 8, + "FP": 6978, + "IoU": 0.7011592591008255, + "TN": 3656495, + "TP": 16391, + "n_pred": 23369, + "n_ref": 16399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8521934197407777, + "FN": 845, + "FP": 1527, + "IoU": 0.7424538545059718, + "TN": 1392646, + "TP": 6838, + "n_pred": 8365, + "n_ref": 7683 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5969521807672097, + "FN": 6253, + "FP": 650, + "IoU": 0.4254681647940075, + "TN": 1389841, + "TP": 5112, + "n_pred": 5762, + "n_ref": 11365 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8360304714844554, + "FN": 30844, + "FP": 1012, + "IoU": 0.7182580394099126, + "TN": 1288788, + "TP": 81212, + "n_pred": 82224, + "n_ref": 112056 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1401855, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "4": { + "Dice": 0.039423960780308444, + "FN": 50, + "FP": 9355, + "IoU": 0.020108355907480724, + "TN": 1392258, + "TP": 193, + "n_pred": 9548, + "n_ref": 243 + }, + "5": { + "Dice": 0.21372610466938263, + "FN": 2505, + "FP": 4, + "IoU": 0.11964912280701755, + "TN": 1399006, + "TP": 341, + "n_pred": 345, + "n_ref": 2846 + }, + "6": { + "Dice": 0.971354923180786, + "FN": 2813, + "FP": 4188, + "IoU": 0.9443052274010962, + "TN": 1276153, + "TP": 118702, + "n_pred": 122890, + "n_ref": 121515 + }, + "7": { + "Dice": 0.9614844846405738, + "FN": 6631, + "FP": 2755, + "IoU": 0.9258258258258258, + "TN": 1275316, + "TP": 117154, + "n_pred": 119909, + "n_ref": 123785 + }, + "8": { + "Dice": 0.8085970553393129, + "FN": 6, + "FP": 1125, + "IoU": 0.6786931818181818, + "TN": 1398336, + "TP": 2389, + "n_pred": 3514, + "n_ref": 2395 + }, + "9": { + "Dice": 0.8842331453129197, + "FN": 354, + "FP": 77, + "IoU": 0.7924891670678864, + "TN": 1399779, + "TP": 1646, + "n_pred": 1723, + "n_ref": 2000 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7878787878787878, + "FN": 21, + "FP": 0, + "IoU": 0.65, + "TN": 3329348, + "TP": 39, + "n_pred": 39, + "n_ref": 60 + }, + "10": { + "Dice": 0.816824269393693, + "FN": 3152, + "FP": 5410, + "IoU": 0.6903659771445103, + "TN": 3301756, + "TP": 19090, + "n_pred": 24500, + "n_ref": 22242 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7959225280326198, + "FN": 11247, + "FP": 4769, + "IoU": 0.66102268879106, + "TN": 3282160, + "TP": 31232, + "n_pred": 36001, + "n_ref": 42479 + }, + "14": { + "Dice": 0.8341607598932477, + "FN": 4226, + "FP": 1553, + "IoU": 0.7155023876335351, + "TN": 3309095, + "TP": 14534, + "n_pred": 16087, + "n_ref": 18760 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 4976, + "IoU": 0.0, + "TN": 3324432, + "TP": 0, + "n_pred": 4976, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 93, + "IoU": 0.0, + "TN": 3329315, + "TP": 0, + "n_pred": 93, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 17117, + "IoU": 0.0, + "TN": 3312291, + "TP": 0, + "n_pred": 17117, + "n_ref": 0 + }, + "4": { + "Dice": 0.9689809695629401, + "FN": 1226, + "FP": 373, + "IoU": 0.9398284037028675, + "TN": 3302834, + "TP": 24975, + "n_pred": 25348, + "n_ref": 26201 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.756326427604561, + "FN": 8483, + "FP": 2138, + "IoU": 0.6081390200708382, + "TN": 3302304, + "TP": 16483, + "n_pred": 18621, + "n_ref": 24966 + }, + "7": { + "Dice": 0.6520301219744067, + "FN": 5248, + "FP": 115540, + "IoU": 0.4837126797888483, + "TN": 3095453, + "TP": 113167, + "n_pred": 228707, + "n_ref": 118415 + }, + "8": { + "Dice": 0.9419287936398203, + "FN": 58, + "FP": 278, + "IoU": 0.8902319503430252, + "TN": 3326347, + "TP": 2725, + "n_pred": 3003, + "n_ref": 2783 + }, + "9": { + "Dice": 0.8872449864185401, + "FN": 1699, + "FP": 252, + "IoU": 0.7973408122987431, + "TN": 3319781, + "TP": 7676, + "n_pred": 7928, + "n_ref": 9375 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9219082106588995, + "FN": 984, + "FP": 1000, + "IoU": 0.8551296093464769, + "TN": 862465, + "TP": 11711, + "n_pred": 12711, + "n_ref": 12695 + }, + "10": { + "Dice": 0.8630957449828266, + "FN": 2367, + "FP": 2456, + "IoU": 0.7591630879856187, + "TN": 856134, + "TP": 15203, + "n_pred": 17659, + "n_ref": 17570 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 45, + "FP": 0, + "IoU": 0.0, + "TN": 876115, + "TP": 0, + "n_pred": 0, + "n_ref": 45 + }, + "13": { + "Dice": 0.5551711797685792, + "FN": 1971, + "FP": 9216, + "IoU": 0.3842470277410832, + "TN": 857992, + "TP": 6981, + "n_pred": 16197, + "n_ref": 8952 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.881232175724601, + "FN": 8712, + "FP": 3032, + "IoU": 0.787681015312856, + "TN": 820847, + "TP": 43569, + "n_pred": 46601, + "n_ref": 52281 + }, + "3": { + "Dice": 0.8958990536277602, + "FN": 95, + "FP": 103, + "IoU": 0.8114285714285714, + "TN": 875110, + "TP": 852, + "n_pred": 955, + "n_ref": 947 + }, + "4": { + "Dice": 0.48607888631090485, + "FN": 13788, + "FP": 2160, + "IoU": 0.3210727969348659, + "TN": 852670, + "TP": 7542, + "n_pred": 9702, + "n_ref": 21330 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9318396335896761, + "FN": 2802, + "FP": 6008, + "IoU": 0.8723780275814115, + "TN": 807128, + "TP": 60222, + "n_pred": 66230, + "n_ref": 63024 + }, + "7": { + "Dice": 0.9492136962718224, + "FN": 5910, + "FP": 3943, + "IoU": 0.9033365708175138, + "TN": 774229, + "TP": 92078, + "n_pred": 96021, + "n_ref": 97988 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8564867967853043, + "FN": 334, + "FP": 666, + "IoU": 0.748995983935743, + "TN": 872176, + "TP": 2984, + "n_pred": 3650, + "n_ref": 3318 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 50993, + "IoU": 0.0, + "TN": 2927951, + "TP": 0, + "n_pred": 50993, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 2978917, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.01011804384485666, + "FN": 15, + "FP": 572, + "IoU": 0.005084745762711864, + "TN": 2978354, + "TP": 3, + "n_pred": 575, + "n_ref": 18 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 13754, + "IoU": 0.0, + "TN": 2965190, + "TP": 0, + "n_pred": 13754, + "n_ref": 0 + }, + "15": { + "Dice": 0.09258410880458125, + "FN": 1352, + "FP": 125414, + "IoU": 0.04853902561677662, + "TN": 2845711, + "TP": 6467, + "n_pred": 131881, + "n_ref": 7819 + }, + "2": { + "Dice": 0.9486504176536591, + "FN": 5682, + "FP": 908, + "IoU": 0.9023168255191735, + "TN": 2911481, + "TP": 60873, + "n_pred": 61781, + "n_ref": 66555 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 364, + "IoU": 0.0, + "TN": 2978580, + "TP": 0, + "n_pred": 364, + "n_ref": 0 + }, + "4": { + "Dice": 0.14603940490550865, + "FN": 10118, + "FP": 501, + "IoU": 0.07877157976923745, + "TN": 2967417, + "TP": 908, + "n_pred": 1409, + "n_ref": 11026 + }, + "5": { + "Dice": 0.4658156642146257, + "FN": 4199, + "FP": 5677, + "IoU": 0.303624312508814, + "TN": 2964762, + "TP": 4306, + "n_pred": 9983, + "n_ref": 8505 + }, + "6": { + "Dice": 0.7070030257737596, + "FN": 5614, + "FP": 74758, + "IoU": 0.5467940295814279, + "TN": 2801603, + "TP": 96969, + "n_pred": 171727, + "n_ref": 102583 + }, + "7": { + "Dice": 0.6401796480436188, + "FN": 4946, + "FP": 36234, + "IoU": 0.47078251706013136, + "TN": 2901131, + "TP": 36633, + "n_pred": 72867, + "n_ref": 41579 + }, + "8": { + "Dice": 0.9184138813191702, + "FN": 111, + "FP": 1356, + "IoU": 0.8491361579596873, + "TN": 2969220, + "TP": 8257, + "n_pred": 9613, + "n_ref": 8368 + }, + "9": { + "Dice": 0.2248062015503876, + "FN": 149, + "FP": 251, + "IoU": 0.12663755458515283, + "TN": 2978486, + "TP": 58, + "n_pred": 309, + "n_ref": 207 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9522948596786786, + "FN": 10616, + "FP": 994, + "IoU": 0.9089340340418857, + "TN": 3552382, + "TP": 115880, + "n_pred": 116874, + "n_ref": 126496 + }, + "10": { + "Dice": 0.8084001694243671, + "FN": 2999, + "FP": 11024, + "IoU": 0.6784158143374764, + "TN": 3636266, + "TP": 29583, + "n_pred": 40607, + "n_ref": 32582 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 59, + "IoU": 0.0, + "TN": 3679813, + "TP": 0, + "n_pred": 59, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 118, + "IoU": 0.0, + "TN": 3679754, + "TP": 0, + "n_pred": 118, + "n_ref": 0 + }, + "13": { + "Dice": 0.49231146535867565, + "FN": 4865, + "FP": 15836, + "IoU": 0.32653393194092, + "TN": 3649134, + "TP": 10037, + "n_pred": 25873, + "n_ref": 14902 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2783, + "IoU": 0.0, + "TN": 3677089, + "TP": 0, + "n_pred": 2783, + "n_ref": 0 + }, + "2": { + "Dice": 0.8372090469916557, + "FN": 55246, + "FP": 4062, + "IoU": 0.71999962231014, + "TN": 3468058, + "TP": 152506, + "n_pred": 156568, + "n_ref": 207752 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5210, + "IoU": 0.0, + "TN": 3674662, + "TP": 0, + "n_pred": 5210, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 27, + "FP": 3924, + "IoU": 0.0, + "TN": 3675921, + "TP": 0, + "n_pred": 3924, + "n_ref": 27 + }, + "5": { + "Dice": 0.368692070030896, + "FN": 1537, + "FP": 302, + "IoU": 0.22601010101010102, + "TN": 3677496, + "TP": 537, + "n_pred": 839, + "n_ref": 2074 + }, + "6": { + "Dice": 0.7199402266816207, + "FN": 451383, + "FP": 70754, + "IoU": 0.5624270379306385, + "TN": 2486615, + "TP": 671120, + "n_pred": 741874, + "n_ref": 1122503 + }, + "7": { + "Dice": 0.32485782121362705, + "FN": 45723, + "FP": 3187, + "IoU": 0.19392850668292763, + "TN": 3619195, + "TP": 11767, + "n_pred": 14954, + "n_ref": 57490 + }, + "8": { + "Dice": 0.9180461884324546, + "FN": 4629, + "FP": 1787, + "IoU": 0.848507744616547, + "TN": 3637520, + "TP": 35936, + "n_pred": 37723, + "n_ref": 40565 + }, + "9": { + "Dice": 0.49895007175768563, + "FN": 17516, + "FP": 15651, + "IoU": 0.3324007165717276, + "TN": 3630191, + "TP": 16514, + "n_pred": 32165, + "n_ref": 34030 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9551482059282371, + "FN": 306, + "FP": 1534, + "IoU": 0.914147069802165, + "TN": 1555656, + "TP": 19592, + "n_pred": 21126, + "n_ref": 19898 + }, + "10": { + "Dice": 0.8339292358965232, + "FN": 2748, + "FP": 7517, + "IoU": 0.7151617736833342, + "TN": 1541050, + "TP": 25773, + "n_pred": 33290, + "n_ref": 28521 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4873230161343431, + "FN": 1394, + "FP": 163, + "IoU": 0.3221593382673052, + "TN": 1574791, + "TP": 740, + "n_pred": 903, + "n_ref": 2134 + }, + "13": { + "Dice": 0.7187293976625712, + "FN": 9857, + "FP": 4222, + "IoU": 0.5609505098699598, + "TN": 1545021, + "TP": 17988, + "n_pred": 22210, + "n_ref": 27845 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 9498, + "IoU": 0.0, + "TN": 1567590, + "TP": 0, + "n_pred": 9498, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9680219769476679, + "FN": 2665, + "FP": 606, + "IoU": 0.9380257673361122, + "TN": 1524308, + "TP": 49509, + "n_pred": 50115, + "n_ref": 52174 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 12, + "FP": 0, + "IoU": 0.0, + "TN": 1577076, + "TP": 0, + "n_pred": 0, + "n_ref": 12 + }, + "6": { + "Dice": 0.19086754161600067, + "FN": 9, + "FP": 19288, + "IoU": 0.10550224818059611, + "TN": 1555515, + "TP": 2276, + "n_pred": 21564, + "n_ref": 2285 + }, + "7": { + "Dice": 0.5137671715128908, + "FN": 22674, + "FP": 107156, + "IoU": 0.34568417657405215, + "TN": 1378667, + "TP": 68591, + "n_pred": 175747, + "n_ref": 91265 + }, + "8": { + "Dice": 0.9245208716198478, + "FN": 4, + "FP": 1146, + "IoU": 0.8596362748687905, + "TN": 1568895, + "TP": 7043, + "n_pred": 8189, + "n_ref": 7047 + }, + "9": { + "Dice": 0.9124616577341828, + "FN": 1139, + "FP": 1458, + "IoU": 0.8390156211257128, + "TN": 1560956, + "TP": 13535, + "n_pred": 14993, + "n_ref": 14674 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9678741309915844, + "FN": 3448, + "FP": 942, + "IoU": 0.9377481565513329, + "TN": 1156104, + "TP": 66130, + "n_pred": 67072, + "n_ref": 69578 + }, + "10": { + "Dice": 0.7082932603388326, + "FN": 2935, + "FP": 1008, + "IoU": 0.5483390607101948, + "TN": 1217894, + "TP": 4787, + "n_pred": 5795, + "n_ref": 7722 + }, + "11": { + "Dice": 0.5929439667951378, + "FN": 879, + "FP": 494, + "IoU": 0.42140750105351876, + "TN": 1224251, + "TP": 1000, + "n_pred": 1494, + "n_ref": 1879 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 72, + "IoU": 0.0, + "TN": 1226552, + "TP": 0, + "n_pred": 72, + "n_ref": 0 + }, + "13": { + "Dice": 0.7582004213060487, + "FN": 1884, + "FP": 1330, + "IoU": 0.610565854840664, + "TN": 1218371, + "TP": 5039, + "n_pred": 6369, + "n_ref": 6923 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.93641922545861, + "FN": 728, + "FP": 239, + "IoU": 0.8804401582591493, + "TN": 1218536, + "TP": 7121, + "n_pred": 7360, + "n_ref": 7849 + }, + "3": { + "Dice": 0.9287338740515628, + "FN": 1838, + "FP": 1703, + "IoU": 0.8669497257082739, + "TN": 1200010, + "TP": 23073, + "n_pred": 24776, + "n_ref": 24911 + }, + "4": { + "Dice": 0.0, + "FN": 1115, + "FP": 0, + "IoU": 0.0, + "TN": 1225509, + "TP": 0, + "n_pred": 0, + "n_ref": 1115 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.914594381945968, + "FN": 4279, + "FP": 7010, + "IoU": 0.8426291210706071, + "TN": 1154889, + "TP": 60446, + "n_pred": 67456, + "n_ref": 64725 + }, + "7": { + "Dice": 0.9058404628851194, + "FN": 1252, + "FP": 2556, + "IoU": 0.8278870056497175, + "TN": 1204499, + "TP": 18317, + "n_pred": 20873, + "n_ref": 19569 + }, + "8": { + "Dice": 0.891689454286054, + "FN": 1162, + "FP": 660, + "IoU": 0.8045483801759279, + "TN": 1217302, + "TP": 7500, + "n_pred": 8160, + "n_ref": 8662 + }, + "9": { + "Dice": 0.528570212041216, + "FN": 5379, + "FP": 5693, + "IoU": 0.35922217720932925, + "TN": 1209345, + "TP": 6207, + "n_pred": 11900, + "n_ref": 11586 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 1693, + "FP": 0, + "IoU": 0.0, + "TN": 2101091, + "TP": 0, + "n_pred": 0, + "n_ref": 1693 + }, + "10": { + "Dice": 0.4644579842599645, + "FN": 11392, + "FP": 13922, + "IoU": 0.30247168719517237, + "TN": 2066493, + "TP": 10977, + "n_pred": 24899, + "n_ref": 22369 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 467, + "FP": 0, + "IoU": 0.0, + "TN": 2102317, + "TP": 0, + "n_pred": 0, + "n_ref": 467 + }, + "13": { + "Dice": 0.24762309449195305, + "FN": 10415, + "FP": 3750, + "IoU": 0.14130698351115423, + "TN": 2086288, + "TP": 2331, + "n_pred": 6081, + "n_ref": 12746 + }, + "14": { + "Dice": 0.0022778082422913065, + "FN": 47306, + "FP": 0, + "IoU": 0.0011402027027027028, + "TN": 2055424, + "TP": 54, + "n_pred": 54, + "n_ref": 47360 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.21051697359662747, + "FN": 14, + "FP": 17777, + "IoU": 0.11764122402420275, + "TN": 2082621, + "TP": 2372, + "n_pred": 20149, + "n_ref": 2386 + }, + "3": { + "Dice": 0.8176316395256448, + "FN": 21997, + "FP": 2562, + "IoU": 0.6915202291083115, + "TN": 2023171, + "TP": 55054, + "n_pred": 57616, + "n_ref": 77051 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7969662119866653, + "FN": 7576, + "FP": 20318, + "IoU": 0.6624636979670862, + "TN": 2020144, + "TP": 54746, + "n_pred": 75064, + "n_ref": 62322 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1196, + "IoU": 0.0, + "TN": 2101588, + "TP": 0, + "n_pred": 1196, + "n_ref": 0 + }, + "8": { + "Dice": 0.9679174895764757, + "FN": 68, + "FP": 663, + "IoU": 0.937829562850825, + "TN": 2091026, + "TP": 11027, + "n_pred": 11690, + "n_ref": 11095 + }, + "9": { + "Dice": 0.6599297012302284, + "FN": 1018, + "FP": 530, + "IoU": 0.49245901639344264, + "TN": 2099734, + "TP": 1502, + "n_pred": 2032, + "n_ref": 2520 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9579852542191021, + "FN": 1012, + "FP": 1729, + "IoU": 0.9193586348926155, + "TN": 1192634, + "TP": 31249, + "n_pred": 32978, + "n_ref": 32261 + }, + "10": { + "Dice": 0.3981567895473635, + "FN": 19692, + "FP": 944, + "IoU": 0.24856164882382928, + "TN": 1199162, + "TP": 6826, + "n_pred": 7770, + "n_ref": 26518 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 5546, + "IoU": 0.0, + "TN": 1221078, + "TP": 0, + "n_pred": 5546, + "n_ref": 0 + }, + "12": { + "Dice": 0.1557632398753894, + "FN": 2686, + "FP": 24, + "IoU": 0.08445945945945946, + "TN": 1223664, + "TP": 250, + "n_pred": 274, + "n_ref": 2936 + }, + "13": { + "Dice": 0.7361819685023492, + "FN": 8985, + "FP": 4098, + "IoU": 0.5825063024539682, + "TN": 1195287, + "TP": 18254, + "n_pred": 22352, + "n_ref": 27239 + }, + "14": { + "Dice": 0.0053767820773930755, + "FN": 268, + "FP": 11941, + "IoU": 0.0026956379676523444, + "TN": 1214382, + "TP": 33, + "n_pred": 11974, + "n_ref": 301 + }, + "15": { + "Dice": 0.3962984723854289, + "FN": 8195, + "FP": 25, + "IoU": 0.24711485620076937, + "TN": 1215706, + "TP": 2698, + "n_pred": 2723, + "n_ref": 10893 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 22483, + "IoU": 0.0, + "TN": 1204141, + "TP": 0, + "n_pred": 22483, + "n_ref": 0 + }, + "3": { + "Dice": 0.9134946710473596, + "FN": 1532, + "FP": 2786, + "IoU": 0.8407640963233396, + "TN": 1199507, + "TP": 22799, + "n_pred": 25585, + "n_ref": 24331 + }, + "4": { + "Dice": 0.3516573455190288, + "FN": 527, + "FP": 4226, + "IoU": 0.21333995365772923, + "TN": 1220582, + "TP": 1289, + "n_pred": 5515, + "n_ref": 1816 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 68, + "IoU": 0.0, + "TN": 1226556, + "TP": 0, + "n_pred": 68, + "n_ref": 0 + }, + "6": { + "Dice": 0.704748319927062, + "FN": 5266, + "FP": 34890, + "IoU": 0.5441014520725241, + "TN": 1138543, + "TP": 47925, + "n_pred": 82815, + "n_ref": 53191 + }, + "7": { + "Dice": 0.777180087193778, + "FN": 131617, + "FP": 6071, + "IoU": 0.6355638136528582, + "TN": 848813, + "TP": 240123, + "n_pred": 246194, + "n_ref": 371740 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.006930407161420733, + "FN": 5, + "FP": 3434, + "IoU": 0.0034772529701535787, + "TN": 1223173, + "TP": 12, + "n_pred": 3446, + "n_ref": 17 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9489341544291805, + "FN": 92, + "FP": 447, + "IoU": 0.9028303587524789, + "TN": 1221077, + "TP": 5008, + "n_pred": 5455, + "n_ref": 5100 + }, + "10": { + "Dice": 0.8407341622261694, + "FN": 494, + "FP": 44, + "IoU": 0.7252298263534218, + "TN": 1224666, + "TP": 1420, + "n_pred": 1464, + "n_ref": 1914 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 321, + "FP": 0, + "IoU": 0.0, + "TN": 1226303, + "TP": 0, + "n_pred": 0, + "n_ref": 321 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 175, + "IoU": 0.0, + "TN": 1226449, + "TP": 0, + "n_pred": 175, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 5185, + "IoU": 0.0, + "TN": 1221439, + "TP": 0, + "n_pred": 5185, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6875555859615516, + "FN": 3140, + "FP": 1427, + "IoU": 0.5238740617180984, + "TN": 1217032, + "TP": 5025, + "n_pred": 6452, + "n_ref": 8165 + }, + "6": { + "Dice": 0.9070358140716281, + "FN": 783, + "FP": 681, + "IoU": 0.8298861259586335, + "TN": 1218018, + "TP": 7142, + "n_pred": 7823, + "n_ref": 7925 + }, + "7": { + "Dice": 0.9195817435120729, + "FN": 1287, + "FP": 1474, + "IoU": 0.8511349544400711, + "TN": 1208077, + "TP": 15786, + "n_pred": 17260, + "n_ref": 17073 + }, + "8": { + "Dice": 0.9191101024854842, + "FN": 6338, + "FP": 7064, + "IoU": 0.8503272207455719, + "TN": 1137082, + "TP": 76140, + "n_pred": 83204, + "n_ref": 82478 + }, + "9": { + "Dice": 0.7002724795640327, + "FN": 378, + "FP": 62, + "IoU": 0.5387840670859538, + "TN": 1225670, + "TP": 514, + "n_pred": 576, + "n_ref": 892 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 8204, + "IoU": 0.0, + "TN": 1919348, + "TP": 0, + "n_pred": 8204, + "n_ref": 0 + }, + "10": { + "Dice": 0.7362620541864381, + "FN": 3568, + "FP": 1601, + "IoU": 0.5826065891472868, + "TN": 1915168, + "TP": 7215, + "n_pred": 8816, + "n_ref": 10783 + }, + "11": { + "Dice": 0.4979615608619686, + "FN": 3117, + "FP": 331, + "IoU": 0.33152384645211325, + "TN": 1922394, + "TP": 1710, + "n_pred": 2041, + "n_ref": 4827 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 745, + "IoU": 0.0, + "TN": 1926807, + "TP": 0, + "n_pred": 745, + "n_ref": 0 + }, + "13": { + "Dice": 0.6479750778816199, + "FN": 1044, + "FP": 86, + "IoU": 0.4792626728110599, + "TN": 1925382, + "TP": 1040, + "n_pred": 1126, + "n_ref": 2084 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 174, + "IoU": 0.0, + "TN": 1927378, + "TP": 0, + "n_pred": 174, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1286, + "IoU": 0.0, + "TN": 1926266, + "TP": 0, + "n_pred": 1286, + "n_ref": 0 + }, + "2": { + "Dice": 0.9322713540236199, + "FN": 838, + "FP": 395, + "IoU": 0.8731350962033131, + "TN": 1917833, + "TP": 8486, + "n_pred": 8881, + "n_ref": 9324 + }, + "3": { + "Dice": 0.956234988765786, + "FN": 4068, + "FP": 4970, + "IoU": 0.916140106703781, + "TN": 1819777, + "TP": 98737, + "n_pred": 103707, + "n_ref": 102805 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 447, + "IoU": 0.0, + "TN": 1927105, + "TP": 0, + "n_pred": 447, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 453, + "FP": 0, + "IoU": 0.0, + "TN": 1927099, + "TP": 0, + "n_pred": 0, + "n_ref": 453 + }, + "6": { + "Dice": 0.9513645828366156, + "FN": 7242, + "FP": 8057, + "IoU": 0.9072405597458346, + "TN": 1762620, + "TP": 149633, + "n_pred": 157690, + "n_ref": 156875 + }, + "7": { + "Dice": 0.8993782109908727, + "FN": 3302, + "FP": 13091, + "IoU": 0.8171546483743238, + "TN": 1837897, + "TP": 73262, + "n_pred": 86353, + "n_ref": 76564 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9369323378639951, + "FN": 707, + "FP": 2258, + "IoU": 0.8813477930289327, + "TN": 1902563, + "TP": 22024, + "n_pred": 24282, + "n_ref": 22731 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9396166337642489, + "FN": 8980, + "FP": 502, + "IoU": 0.8861103103680216, + "TN": 1318600, + "TP": 73774, + "n_pred": 74276, + "n_ref": 82754 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9366594360086767, + "FN": 66, + "FP": 226, + "IoU": 0.8808649530803754, + "TN": 1399405, + "TP": 2159, + "n_pred": 2385, + "n_ref": 2225 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 1401846, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9741220399867656, + "FN": 580, + "FP": 1610, + "IoU": 0.9495496325646755, + "TN": 1358447, + "TP": 41219, + "n_pred": 42829, + "n_ref": 41799 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.4413373860182371, + "FN": 919, + "FP": 0, + "IoU": 0.2831513260530421, + "TN": 1575806, + "TP": 363, + "n_pred": 363, + "n_ref": 1282 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 3695, + "IoU": 0.0, + "TN": 1573393, + "TP": 0, + "n_pred": 3695, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9145980822654359, + "FN": 886, + "FP": 67, + "IoU": 0.8426354029062088, + "TN": 1571032, + "TP": 5103, + "n_pred": 5170, + "n_ref": 5989 + }, + "6": { + "Dice": 0.8501012109805036, + "FN": 487, + "FP": 3734, + "IoU": 0.7392835083384806, + "TN": 1560898, + "TP": 11969, + "n_pred": 15703, + "n_ref": 12456 + }, + "7": { + "Dice": 0.9393635977938057, + "FN": 2956, + "FP": 617, + "IoU": 0.8856603411309162, + "TN": 1545839, + "TP": 27676, + "n_pred": 28293, + "n_ref": 30632 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 371, + "FP": 0, + "IoU": 0.0, + "TN": 1576717, + "TP": 0, + "n_pred": 0, + "n_ref": 371 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9531880998845036, + "FN": 539, + "FP": 5338, + "IoU": 0.9105629194503203, + "TN": 1686609, + "TP": 59834, + "n_pred": 65172, + "n_ref": 60373 + }, + "10": { + "Dice": 0.7269843558503353, + "FN": 3489, + "FP": 298, + "IoU": 0.5710726016536414, + "TN": 1743491, + "TP": 5042, + "n_pred": 5340, + "n_ref": 8531 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6598910663147847, + "FN": 4234, + "FP": 1823, + "IoU": 0.4924159892734434, + "TN": 1740387, + "TP": 5876, + "n_pred": 7699, + "n_ref": 10110 + }, + "15": { + "Dice": 0.0, + "FN": 15, + "FP": 0, + "IoU": 0.0, + "TN": 1752305, + "TP": 0, + "n_pred": 0, + "n_ref": 15 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9605764495477048, + "FN": 1829, + "FP": 2734, + "IoU": 0.9241434342426812, + "TN": 1692167, + "TP": 55590, + "n_pred": 58324, + "n_ref": 57419 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8726545011914464, + "FN": 1498, + "FP": 10847, + "IoU": 0.7740790220156287, + "TN": 1697677, + "TP": 42298, + "n_pred": 53145, + "n_ref": 43796 + }, + "7": { + "Dice": 0.9665537145245782, + "FN": 18253, + "FP": 550, + "IoU": 0.935272329204734, + "TN": 1461826, + "TP": 271691, + "n_pred": 272241, + "n_ref": 289944 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9394847213900539, + "FN": 8, + "FP": 93, + "IoU": 0.8858757062146893, + "TN": 2277131, + "TP": 784, + "n_pred": 877, + "n_ref": 792 + }, + "10": { + "Dice": 0.9172747252747253, + "FN": 649, + "FP": 1233, + "IoU": 0.8471906463137382, + "TN": 2265700, + "TP": 10434, + "n_pred": 11667, + "n_ref": 11083 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2501, + "IoU": 0.0, + "TN": 2275515, + "TP": 0, + "n_pred": 2501, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 128, + "IoU": 0.0, + "TN": 2277888, + "TP": 0, + "n_pred": 128, + "n_ref": 0 + }, + "3": { + "Dice": 0.7436943787739614, + "FN": 1990, + "FP": 32052, + "IoU": 0.5919693155939111, + "TN": 2194586, + "TP": 49388, + "n_pred": 81440, + "n_ref": 51378 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 10524, + "IoU": 0.0, + "TN": 2267492, + "TP": 0, + "n_pred": 10524, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9769296128113799, + "FN": 3619, + "FP": 4581, + "IoU": 0.9548997068480946, + "TN": 2096199, + "TP": 173617, + "n_pred": 178198, + "n_ref": 177236 + }, + "7": { + "Dice": 0.0995792977811562, + "FN": 5090, + "FP": 132316, + "IoU": 0.05239855452263386, + "TN": 2133012, + "TP": 7598, + "n_pred": 139914, + "n_ref": 12688 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9543945349769111, + "FN": 242, + "FP": 953, + "IoU": 0.9127673552814074, + "TN": 1212925, + "TP": 12504, + "n_pred": 13457, + "n_ref": 12746 + }, + "10": { + "Dice": 0.8063767531026133, + "FN": 4005, + "FP": 1752, + "IoU": 0.675570583262891, + "TN": 1208879, + "TP": 11988, + "n_pred": 13740, + "n_ref": 15993 + }, + "11": { + "Dice": 0.5630026809651475, + "FN": 131, + "FP": 32, + "IoU": 0.3917910447761194, + "TN": 1226356, + "TP": 105, + "n_pred": 137, + "n_ref": 236 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7757016006043244, + "FN": 11070, + "FP": 4667, + "IoU": 0.6335886749400451, + "TN": 1183675, + "TP": 27212, + "n_pred": 31879, + "n_ref": 38282 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.914496833216045, + "FN": 334, + "FP": 152, + "IoU": 0.8424635332252837, + "TN": 1223539, + "TP": 2599, + "n_pred": 2751, + "n_ref": 2933 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2988, + "IoU": 0.0, + "TN": 1223636, + "TP": 0, + "n_pred": 2988, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9237556089895299, + "FN": 2118, + "FP": 1909, + "IoU": 0.8583139821265217, + "TN": 1198202, + "TP": 24395, + "n_pred": 26304, + "n_ref": 26513 + }, + "7": { + "Dice": 0.9541493222876125, + "FN": 2296, + "FP": 2176, + "IoU": 0.9123188832029488, + "TN": 1175621, + "TP": 46531, + "n_pred": 48707, + "n_ref": 48827 + }, + "8": { + "Dice": 0.9436691626957113, + "FN": 299, + "FP": 1687, + "IoU": 0.893346222007411, + "TN": 1208003, + "TP": 16635, + "n_pred": 18322, + "n_ref": 16934 + }, + "9": { + "Dice": 0.8515837521324173, + "FN": 2150, + "FP": 1069, + "IoU": 0.7415288260799743, + "TN": 1214170, + "TP": 9235, + "n_pred": 10304, + "n_ref": 11385 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9731455667548312, + "FN": 803, + "FP": 1451, + "IoU": 0.9476957349050912, + "TN": 1533994, + "TP": 40840, + "n_pred": 42291, + "n_ref": 41643 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 199, + "IoU": 0.0, + "TN": 1576889, + "TP": 0, + "n_pred": 199, + "n_ref": 0 + }, + "2": { + "Dice": 0.9212958458994066, + "FN": 3052, + "FP": 184, + "IoU": 0.8540764790764791, + "TN": 1554912, + "TP": 18940, + "n_pred": 19124, + "n_ref": 21992 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2532, + "IoU": 0.0, + "TN": 1574556, + "TP": 0, + "n_pred": 2532, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.4815133276010318, + "FN": 3903, + "FP": 318, + "IoU": 0.3171007927519819, + "TN": 1570907, + "TP": 1960, + "n_pred": 2278, + "n_ref": 5863 + }, + "6": { + "Dice": 0.9857615310757871, + "FN": 688, + "FP": 5051, + "IoU": 0.9719228379508906, + "TN": 1372687, + "TP": 198662, + "n_pred": 203713, + "n_ref": 199350 + }, + "7": { + "Dice": 0.9257179188301367, + "FN": 2496, + "FP": 1009, + "IoU": 0.8617084237522193, + "TN": 1551743, + "TP": 21840, + "n_pred": 22849, + "n_ref": 24336 + }, + "8": { + "Dice": 0.892282975192635, + "FN": 1942, + "FP": 8249, + "IoU": 0.8055152671755725, + "TN": 1524688, + "TP": 42209, + "n_pred": 50458, + "n_ref": 44151 + }, + "9": { + "Dice": 0.8262586377097729, + "FN": 753, + "FP": 303, + "IoU": 0.7039529015979815, + "TN": 1573521, + "TP": 2511, + "n_pred": 2814, + "n_ref": 3264 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9453431879264007, + "FN": 1400, + "FP": 2830, + "IoU": 0.8963514738673397, + "TN": 660117, + "TP": 36581, + "n_pred": 39411, + "n_ref": 37981 + }, + "10": { + "Dice": 0.8555977784273604, + "FN": 1955, + "FP": 2985, + "IoU": 0.7476372924648786, + "TN": 681353, + "TP": 14635, + "n_pred": 17620, + "n_ref": 16590 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 700927, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "12": { + "Dice": 0.4797969113602708, + "FN": 2368, + "FP": 91, + "IoU": 0.3156136932925132, + "TN": 697335, + "TP": 1134, + "n_pred": 1225, + "n_ref": 3502 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 44, + "IoU": 0.0, + "TN": 700884, + "TP": 0, + "n_pred": 44, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 16560, + "IoU": 0.0, + "TN": 684368, + "TP": 0, + "n_pred": 16560, + "n_ref": 0 + }, + "2": { + "Dice": 0.9763562892270656, + "FN": 272, + "FP": 278, + "IoU": 0.9538048043003527, + "TN": 689022, + "TP": 11356, + "n_pred": 11634, + "n_ref": 11628 + }, + "3": { + "Dice": 0.9692197566213314, + "FN": 600, + "FP": 1120, + "IoU": 0.9402777777777778, + "TN": 672128, + "TP": 27080, + "n_pred": 28200, + "n_ref": 27680 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9749427429059431, + "FN": 1372, + "FP": 1210, + "IoU": 0.9511105220305607, + "TN": 648115, + "TP": 50231, + "n_pred": 51441, + "n_ref": 51603 + }, + "7": { + "Dice": 0.9213448488587291, + "FN": 1133, + "FP": 397, + "IoU": 0.8541607091792965, + "TN": 690437, + "TP": 8961, + "n_pred": 9358, + "n_ref": 10094 + }, + "8": { + "Dice": 0.9672203240756402, + "FN": 519, + "FP": 450, + "IoU": 0.9365214543072388, + "TN": 685663, + "TP": 14296, + "n_pred": 14746, + "n_ref": 14815 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 1577084, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "10": { + "Dice": 0.8926174496644296, + "FN": 1734, + "FP": 2650, + "IoU": 0.806060606060606, + "TN": 1554483, + "TP": 18221, + "n_pred": 20871, + "n_ref": 19955 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.2680326155132762, + "FN": 3489, + "FP": 12, + "IoU": 0.15475615644616128, + "TN": 1572946, + "TP": 641, + "n_pred": 653, + "n_ref": 4130 + }, + "13": { + "Dice": 0.47469199940626394, + "FN": 1346, + "FP": 5732, + "IoU": 0.3112105877773453, + "TN": 1566812, + "TP": 3198, + "n_pred": 8930, + "n_ref": 4544 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9466497756532266, + "FN": 6381, + "FP": 2168, + "IoU": 0.8987037300345988, + "TN": 1492692, + "TP": 75847, + "n_pred": 78015, + "n_ref": 82228 + }, + "3": { + "Dice": 0.7302638606986434, + "FN": 413, + "FP": 2112, + "IoU": 0.5751304055190981, + "TN": 1571145, + "TP": 3418, + "n_pred": 5530, + "n_ref": 3831 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9763149813850592, + "FN": 1575, + "FP": 8992, + "IoU": 0.9537259641701371, + "TN": 1348731, + "TP": 217790, + "n_pred": 226782, + "n_ref": 219365 + }, + "7": { + "Dice": 0.9674578761809199, + "FN": 2863, + "FP": 3072, + "IoU": 0.9369669806812027, + "TN": 1482931, + "TP": 88222, + "n_pred": 91294, + "n_ref": 91085 + }, + "8": { + "Dice": 0.9625120506817243, + "FN": 643, + "FP": 718, + "IoU": 0.9277332342165348, + "TN": 1558255, + "TP": 17472, + "n_pred": 18190, + "n_ref": 18115 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6150568869523118, + "FN": 7269, + "FP": 682, + "IoU": 0.4441026358106691, + "TN": 1913249, + "TP": 6352, + "n_pred": 7034, + "n_ref": 13621 + }, + "10": { + "Dice": 0.8963361344537815, + "FN": 1653, + "FP": 1431, + "IoU": 0.8121459462752025, + "TN": 1911135, + "TP": 13333, + "n_pred": 14764, + "n_ref": 14986 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 1927545, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "12": { + "Dice": 0.522595596755504, + "FN": 365, + "FP": 459, + "IoU": 0.3537254901960784, + "TN": 1926277, + "TP": 451, + "n_pred": 910, + "n_ref": 816 + }, + "13": { + "Dice": 0.6873190274086708, + "FN": 1142, + "FP": 6741, + "IoU": 0.5235994440079773, + "TN": 1911005, + "TP": 8664, + "n_pred": 15405, + "n_ref": 9806 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 222, + "IoU": 0.0, + "TN": 1927330, + "TP": 0, + "n_pred": 222, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 1927542, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "3": { + "Dice": 0.7024582723704443, + "FN": 2427, + "FP": 69360, + "IoU": 0.5413762481872137, + "TN": 1771025, + "TP": 84740, + "n_pred": 154100, + "n_ref": 87167 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.15765765765765766, + "FN": 374, + "FP": 0, + "IoU": 0.08557457212713937, + "TN": 1927143, + "TP": 35, + "n_pred": 35, + "n_ref": 409 + }, + "6": { + "Dice": 0.8832330588980367, + "FN": 2461, + "FP": 489, + "IoU": 0.7908839583185653, + "TN": 1913445, + "TP": 11157, + "n_pred": 11646, + "n_ref": 13618 + }, + "7": { + "Dice": 0.9452611649404166, + "FN": 1721, + "FP": 4177, + "IoU": 0.8962040019006389, + "TN": 1870729, + "TP": 50925, + "n_pred": 55102, + "n_ref": 52646 + }, + "8": { + "Dice": 0.9021019056187127, + "FN": 173, + "FP": 1024, + "IoU": 0.8216626936829559, + "TN": 1920840, + "TP": 5515, + "n_pred": 6539, + "n_ref": 5688 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8242731663651791, + "FN": 2361, + "FP": 7062, + "IoU": 0.7010754052596517, + "TN": 1545565, + "TP": 22100, + "n_pred": 29162, + "n_ref": 24461 + }, + "10": { + "Dice": 0.01641435911583158, + "FN": 12534, + "FP": 15989, + "IoU": 0.008275094746357915, + "TN": 1548327, + "TP": 238, + "n_pred": 16227, + "n_ref": 12772 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1975, + "FP": 0, + "IoU": 0.0, + "TN": 1575113, + "TP": 0, + "n_pred": 0, + "n_ref": 1975 + }, + "13": { + "Dice": 0.26506454638852905, + "FN": 12927, + "FP": 36432, + "IoU": 0.15278063851699278, + "TN": 1518828, + "TP": 8901, + "n_pred": 45333, + "n_ref": 21828 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.27344913151364764, + "FN": 5831, + "FP": 25, + "IoU": 0.1583788444955447, + "TN": 1570130, + "TP": 1102, + "n_pred": 1127, + "n_ref": 6933 + }, + "3": { + "Dice": 0.9055617465302401, + "FN": 2534, + "FP": 11449, + "IoU": 0.8274215047393365, + "TN": 1496064, + "TP": 67041, + "n_pred": 78490, + "n_ref": 69575 + }, + "4": { + "Dice": 0.3341250989707047, + "FN": 58725, + "FP": 1827, + "IoU": 0.2005703422053232, + "TN": 1501344, + "TP": 15192, + "n_pred": 17019, + "n_ref": 73917 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9469105732978655, + "FN": 11420, + "FP": 6083, + "IoU": 0.8991739441000944, + "TN": 1403492, + "TP": 156093, + "n_pred": 162176, + "n_ref": 167513 + }, + "7": { + "Dice": 0.712294631131133, + "FN": 7265, + "FP": 69628, + "IoU": 0.5531503155545741, + "TN": 1405010, + "TP": 95185, + "n_pred": 164813, + "n_ref": 102450 + }, + "8": { + "Dice": 0.7042131796903133, + "FN": 8213, + "FP": 1, + "IoU": 0.5434637616718542, + "TN": 1559096, + "TP": 9778, + "n_pred": 9779, + "n_ref": 17991 + }, + "9": { + "Dice": 0.8485217673814165, + "FN": 962, + "FP": 2768, + "IoU": 0.7368977921986316, + "TN": 1562911, + "TP": 10447, + "n_pred": 13215, + "n_ref": 11409 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 2971, + "FP": 0, + "IoU": 0.0, + "TN": 1749349, + "TP": 0, + "n_pred": 0, + "n_ref": 2971 + }, + "10": { + "Dice": 0.7513067301106665, + "FN": 4282, + "FP": 2617, + "IoU": 0.601674364896074, + "TN": 1735000, + "TP": 10421, + "n_pred": 13038, + "n_ref": 14703 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.2234982332155477, + "FN": 3432, + "FP": 84, + "IoU": 0.12580805569368472, + "TN": 1748298, + "TP": 506, + "n_pred": 590, + "n_ref": 3938 + }, + "13": { + "Dice": 0.774313919984885, + "FN": 3066, + "FP": 6490, + "IoU": 0.6317391807006051, + "TN": 1726371, + "TP": 16393, + "n_pred": 22883, + "n_ref": 19459 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 9990, + "IoU": 0.0, + "TN": 1742330, + "TP": 0, + "n_pred": 9990, + "n_ref": 0 + }, + "15": { + "Dice": 0.8898184583843127, + "FN": 6881, + "FP": 6447, + "IoU": 0.8015071634944747, + "TN": 1685174, + "TP": 53818, + "n_pred": 60265, + "n_ref": 60699 + }, + "2": { + "Dice": 0.9406221019124245, + "FN": 1659, + "FP": 710, + "IoU": 0.8879004400700327, + "TN": 1731187, + "TP": 18764, + "n_pred": 19474, + "n_ref": 20423 + }, + "3": { + "Dice": 0.9113681102362204, + "FN": 3067, + "FP": 4137, + "IoU": 0.8371683016138511, + "TN": 1708078, + "TP": 37038, + "n_pred": 41175, + "n_ref": 40105 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 1752290, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "5": { + "Dice": 0.5336597307221542, + "FN": 107, + "FP": 274, + "IoU": 0.3639398998330551, + "TN": 1751721, + "TP": 218, + "n_pred": 492, + "n_ref": 325 + }, + "6": { + "Dice": 0.910764305722289, + "FN": 312, + "FP": 357, + "IoU": 0.8361498897869214, + "TN": 1748237, + "TP": 3414, + "n_pred": 3771, + "n_ref": 3726 + }, + "7": { + "Dice": 0.5389924915892431, + "FN": 103063, + "FP": 394, + "IoU": 0.3689183583837595, + "TN": 1588384, + "TP": 60479, + "n_pred": 60873, + "n_ref": 163542 + }, + "8": { + "Dice": 0.9324355700023218, + "FN": 142, + "FP": 1895, + "IoU": 0.8734232274902132, + "TN": 1736227, + "TP": 14056, + "n_pred": 15951, + "n_ref": 14198 + }, + "9": { + "Dice": 0.0, + "FN": 187, + "FP": 0, + "IoU": 0.0, + "TN": 1752133, + "TP": 0, + "n_pred": 0, + "n_ref": 187 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0404.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.804233592347095, + "FN": 1025, + "FP": 22632, + "IoU": 0.6725674740484429, + "TN": 2205766, + "TP": 48593, + "n_pred": 71225, + "n_ref": 49618 + }, + "10": { + "Dice": 0.5167581854223154, + "FN": 17529, + "FP": 3680, + "IoU": 0.3483978002396387, + "TN": 2245467, + "TP": 11340, + "n_pred": 15020, + "n_ref": 28869 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.10320456965824377, + "FN": 6362, + "FP": 2901, + "IoU": 0.05440996325030625, + "TN": 2268220, + "TP": 533, + "n_pred": 3434, + "n_ref": 6895 + }, + "14": { + "Dice": 0.6073172185217953, + "FN": 85559, + "FP": 102, + "IoU": 0.4360772076733684, + "TN": 2126114, + "TP": 66241, + "n_pred": 66343, + "n_ref": 151800 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5741176470588235, + "FN": 47910, + "FP": 4580, + "IoU": 0.40264026402640263, + "TN": 2190146, + "TP": 35380, + "n_pred": 39960, + "n_ref": 83290 + }, + "3": { + "Dice": 0.7426902455858088, + "FN": 23130, + "FP": 33165, + "IoU": 0.5906979111379318, + "TN": 2140477, + "TP": 81244, + "n_pred": 114409, + "n_ref": 104374 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9290085911959249, + "FN": 2789, + "FP": 12151, + "IoU": 0.86742861199354, + "TN": 2165322, + "TP": 97754, + "n_pred": 109905, + "n_ref": 100543 + }, + "7": { + "Dice": 0.8908519795544286, + "FN": 6058, + "FP": 7459, + "IoU": 0.8031858355538083, + "TN": 2209337, + "TP": 55162, + "n_pred": 62621, + "n_ref": 61220 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 71, + "IoU": 0.0, + "TN": 2277945, + "TP": 0, + "n_pred": 71, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.5069773418716726, + "FN": 5488.573333333333, + "FP": 4293.746666666666, + "IoU": 0.4352410666216384, + "TN": 1638810.8577777778, + "TP": 16110.822222222225, + "n_pred": 20404.56888888889, + "n_ref": 21599.395555555562 + }, + "mean": { + "1": { + "Dice": 0.7268258924018645, + "FN": 6840.566666666667, + "FP": 6241.266666666666, + "IoU": 0.662068660639741, + "TN": 1631472.2666666666, + "TP": 20149.9, + "n_pred": 26391.166666666668, + "n_ref": 26990.466666666667 + }, + "10": { + "Dice": 0.6802008178057553, + "FN": 2583.0333333333333, + "FP": 2224.633333333333, + "IoU": 0.5698383530687315, + "TN": 1650442.8666666667, + "TP": 9453.466666666667, + "n_pred": 11678.1, + "n_ref": 12036.5 + }, + "11": { + "Dice": 0.052709206307851524, + "FN": 102.96666666666667, + "FP": 26.366666666666667, + "IoU": 0.03181386081014334, + "TN": 1664554.9333333333, + "TP": 19.733333333333334, + "n_pred": 46.1, + "n_ref": 122.7 + }, + "12": { + "Dice": 0.02068360229670546, + "FN": 685.3, + "FP": 9.333333333333334, + "IoU": 0.010686287817383629, + "TN": 1663996.2333333334, + "TP": 13.133333333333333, + "n_pred": 22.466666666666665, + "n_ref": 698.4333333333333 + }, + "13": { + "Dice": 0.4149253715310705, + "FN": 4016.2, + "FP": 2393.4666666666667, + "IoU": 0.31753089585665917, + "TN": 1653770.1, + "TP": 4524.233333333334, + "n_pred": 6917.7, + "n_ref": 8540.433333333332 + }, + "14": { + "Dice": 0.46975711423478356, + "FN": 15414.366666666667, + "FP": 1982.3333333333333, + "IoU": 0.4064528092585725, + "TN": 1638033.7, + "TP": 9273.6, + "n_pred": 11255.933333333332, + "n_ref": 24687.966666666667 + }, + "15": { + "Dice": 0.506677504373926, + "FN": 3411.0666666666666, + "FP": 1328.2333333333333, + "IoU": 0.4058311088630379, + "TN": 1653532.3, + "TP": 6432.4, + "n_pred": 7760.633333333333, + "n_ref": 9843.466666666667 + }, + "2": { + "Dice": 0.6806503045885822, + "FN": 2061.9333333333334, + "FP": 6849.6, + "IoU": 0.6228945269049716, + "TN": 1641239.1666666667, + "TP": 14553.3, + "n_pred": 21402.9, + "n_ref": 16615.233333333334 + }, + "3": { + "Dice": 0.546024715386556, + "FN": 3585.6666666666665, + "FP": 2109.0666666666666, + "IoU": 0.4908955072341427, + "TN": 1644275.2, + "TP": 14734.066666666668, + "n_pred": 16843.133333333335, + "n_ref": 18319.733333333334 + }, + "4": { + "Dice": 0.38740169025863946, + "FN": 1351.5, + "FP": 1052.3333333333333, + "IoU": 0.32547594009580966, + "TN": 1657592.7, + "TP": 4707.466666666666, + "n_pred": 5759.8, + "n_ref": 6058.966666666666 + }, + "5": { + "Dice": 0.39151312439117936, + "FN": 660.0666666666667, + "FP": 534.5333333333333, + "IoU": 0.3002072550523912, + "TN": 1662303.4666666666, + "TP": 1205.9333333333334, + "n_pred": 1740.4666666666667, + "n_ref": 1866.0 + }, + "6": { + "Dice": 0.8400883102517911, + "FN": 17194.733333333334, + "FP": 18847.5, + "IoU": 0.7756661003093327, + "TN": 1532726.9, + "TP": 95934.86666666667, + "n_pred": 114782.36666666667, + "n_ref": 113129.6 + }, + "7": { + "Dice": 0.6060201062856034, + "FN": 19968.1, + "FP": 18857.366666666665, + "IoU": 0.5106875902991326, + "TN": 1580227.6333333333, + "TP": 45650.9, + "n_pred": 64508.26666666667, + "n_ref": 65619.0 + }, + "8": { + "Dice": 0.7329841202888321, + "FN": 3569.0, + "FP": 737.4333333333333, + "IoU": 0.6532511168467096, + "TN": 1649201.7, + "TP": 11195.866666666667, + "n_pred": 11933.3, + "n_ref": 14764.866666666667 + }, + "9": { + "Dice": 0.5481982476719491, + "FN": 884.1, + "FP": 1212.7333333333333, + "IoU": 0.4453159862678176, + "TN": 1658793.7, + "TP": 3813.4666666666667, + "n_pred": 5026.2, + "n_ref": 4697.566666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6859205776173285, + "FN": 128, + "FP": 133, + "IoU": 0.521978021978022, + "TN": 1401310, + "TP": 285, + "n_pred": 418, + "n_ref": 413 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.4013808253569747, + "FN": 3205, + "FP": 610, + "IoU": 0.25107970160973697, + "TN": 1396762, + "TP": 1279, + "n_pred": 1889, + "n_ref": 4484 + }, + "5": { + "Dice": 0.3611111111111111, + "FN": 230, + "FP": 0, + "IoU": 0.22033898305084745, + "TN": 1401561, + "TP": 65, + "n_pred": 65, + "n_ref": 295 + }, + "6": { + "Dice": 0.9732294952191086, + "FN": 3720, + "FP": 2739, + "IoU": 0.9478549400158236, + "TN": 1277990, + "TP": 117407, + "n_pred": 120146, + "n_ref": 121127 + }, + "7": { + "Dice": 0.9166987832406541, + "FN": 2023, + "FP": 2516, + "IoU": 0.8462085789794673, + "TN": 1372342, + "TP": 24975, + "n_pred": 27491, + "n_ref": 26998 + }, + "8": { + "Dice": 0.29643673674231863, + "FN": 24721, + "FP": 513, + "IoU": 0.17400981996726678, + "TN": 1371306, + "TP": 5316, + "n_pred": 5829, + "n_ref": 30037 + }, + "9": { + "Dice": 0.6784447036053696, + "FN": 1612, + "FP": 11347, + "IoU": 0.5133683815245963, + "TN": 1375226, + "TP": 13671, + "n_pred": 25018, + "n_ref": 15283 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7149449769258076, + "FN": 1874, + "FP": 1338, + "IoU": 0.556353591160221, + "TN": 1394616, + "TP": 4028, + "n_pred": 5366, + "n_ref": 5902 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 151, + "IoU": 0.0, + "TN": 1401705, + "TP": 0, + "n_pred": 151, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 1401849, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "13": { + "Dice": 0.5432508716586418, + "FN": 11374, + "FP": 7883, + "IoU": 0.37291999088215183, + "TN": 1371147, + "TP": 11452, + "n_pred": 19335, + "n_ref": 22826 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8771770964501479, + "FN": 6294, + "FP": 2387, + "IoU": 0.7812247983870968, + "TN": 1362176, + "TP": 30999, + "n_pred": 33386, + "n_ref": 37293 + }, + "3": { + "Dice": 0.5767246937459704, + "FN": 17, + "FP": 2609, + "IoU": 0.40520951302378255, + "TN": 1397441, + "TP": 1789, + "n_pred": 4398, + "n_ref": 1806 + }, + "4": { + "Dice": 0.7434570114809567, + "FN": 1638, + "FP": 7233, + "IoU": 0.591668584579977, + "TN": 1380131, + "TP": 12854, + "n_pred": 20087, + "n_ref": 14492 + }, + "5": { + "Dice": 0.537559936068194, + "FN": 3231, + "FP": 241, + "IoU": 0.3675774134790528, + "TN": 1396366, + "TP": 2018, + "n_pred": 2259, + "n_ref": 5249 + }, + "6": { + "Dice": 0.9851661474558671, + "FN": 3996, + "FP": 1718, + "IoU": 0.9707659485206465, + "TN": 1206399, + "TP": 189743, + "n_pred": 191461, + "n_ref": 193739 + }, + "7": { + "Dice": 0.30245394459288427, + "FN": 8559, + "FP": 70805, + "IoU": 0.17817127472299887, + "TN": 1305286, + "TP": 17206, + "n_pred": 88011, + "n_ref": 25765 + }, + "8": { + "Dice": 0.934566398961629, + "FN": 2663, + "FP": 1370, + "IoU": 0.8771700067003716, + "TN": 1369022, + "TP": 28801, + "n_pred": 30171, + "n_ref": 31464 + }, + "9": { + "Dice": 0.6277486910994764, + "FN": 888, + "FP": 534, + "IoU": 0.4574589851201831, + "TN": 1399235, + "TP": 1199, + "n_pred": 1733, + "n_ref": 2087 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8893455255316963, + "FN": 9396, + "FP": 7836, + "IoU": 0.8007400555041628, + "TN": 1841072, + "TP": 69248, + "n_pred": 77084, + "n_ref": 78644 + }, + "15": { + "Dice": 0.6990515381141166, + "FN": 23213, + "FP": 775, + "IoU": 0.5373399166795247, + "TN": 1875704, + "TP": 27860, + "n_pred": 28635, + "n_ref": 51073 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 211, + "IoU": 0.0, + "TN": 1927341, + "TP": 0, + "n_pred": 211, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2237, + "IoU": 0.0, + "TN": 1925315, + "TP": 0, + "n_pred": 2237, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8663807324315408, + "FN": 133, + "FP": 677, + "IoU": 0.7642607683352736, + "TN": 1924116, + "TP": 2626, + "n_pred": 3303, + "n_ref": 2759 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9587991328117635, + "FN": 5099, + "FP": 3643, + "IoU": 0.9208589456912395, + "TN": 1992323, + "TP": 101719, + "n_pred": 105362, + "n_ref": 106818 + }, + "10": { + "Dice": 0.5578715471953906, + "FN": 5464, + "FP": 4972, + "IoU": 0.38683901292596945, + "TN": 2085764, + "TP": 6584, + "n_pred": 11556, + "n_ref": 12048 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2802, + "IoU": 0.0, + "TN": 2099982, + "TP": 0, + "n_pred": 2802, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.861620617599257, + "FN": 851, + "FP": 2725, + "IoU": 0.7568835406893738, + "TN": 2088075, + "TP": 11133, + "n_pred": 13858, + "n_ref": 11984 + }, + "3": { + "Dice": 0.8890901445806514, + "FN": 5743, + "FP": 4544, + "IoU": 0.8003260932859722, + "TN": 2051265, + "TP": 41232, + "n_pred": 45776, + "n_ref": 46975 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 309, + "IoU": 0.0, + "TN": 2102475, + "TP": 0, + "n_pred": 309, + "n_ref": 0 + }, + "5": { + "Dice": 0.03757225433526012, + "FN": 666, + "FP": 0, + "IoU": 0.01914580265095729, + "TN": 2102105, + "TP": 13, + "n_pred": 13, + "n_ref": 679 + }, + "6": { + "Dice": 0.9351071998619559, + "FN": 29287, + "FP": 8320, + "IoU": 0.8781233188361647, + "TN": 1794218, + "TP": 270959, + "n_pred": 279279, + "n_ref": 300246 + }, + "7": { + "Dice": 0.6126920519474406, + "FN": 234342, + "FP": 28936, + "IoU": 0.44164098735793317, + "TN": 1631263, + "TP": 208243, + "n_pred": 237179, + "n_ref": 442585 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6359090175834812, + "FN": 6698, + "FP": 73, + "IoU": 0.46617786187322613, + "TN": 2090100, + "TP": 5913, + "n_pred": 5986, + "n_ref": 12611 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8017447672129161, + "FN": 2123, + "FP": 4422, + "IoU": 0.6690934829870064, + "TN": 2083005, + "TP": 13234, + "n_pred": 17656, + "n_ref": 15357 + }, + "11": { + "Dice": 0.0, + "FN": 33, + "FP": 0, + "IoU": 0.0, + "TN": 2102751, + "TP": 0, + "n_pred": 0, + "n_ref": 33 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5859320185634462, + "FN": 46847, + "FP": 2136, + "IoU": 0.41435915829746534, + "TN": 2019144, + "TP": 34657, + "n_pred": 36793, + "n_ref": 81504 + }, + "14": { + "Dice": 0.925255126870868, + "FN": 4269, + "FP": 5714, + "IoU": 0.8609067602964945, + "TN": 2031012, + "TP": 61789, + "n_pred": 67503, + "n_ref": 66058 + }, + "15": { + "Dice": 0.8277844631635245, + "FN": 696, + "FP": 1880, + "IoU": 0.7061708680278317, + "TN": 2094017, + "TP": 6191, + "n_pred": 8071, + "n_ref": 6887 + }, + "2": { + "Dice": 0.9238120002600273, + "FN": 788, + "FP": 1556, + "IoU": 0.8584113560857747, + "TN": 2086229, + "TP": 14211, + "n_pred": 15767, + "n_ref": 14999 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8709030616179533, + "FN": 660, + "FP": 2688, + "IoU": 0.7713270951437743, + "TN": 2088143, + "TP": 11293, + "n_pred": 13981, + "n_ref": 11953 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9635129527535716, + "FN": 5944, + "FP": 6366, + "IoU": 0.9295947839514999, + "TN": 1927939, + "TP": 162535, + "n_pred": 168901, + "n_ref": 168479 + }, + "7": { + "Dice": 0.4868428613968456, + "FN": 194934, + "FP": 1520, + "IoU": 0.32173979091574484, + "TN": 1813140, + "TP": 93190, + "n_pred": 94710, + "n_ref": 288124 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7689942907334212, + "FN": 328, + "FP": 1776, + "IoU": 0.6246878344630753, + "TN": 2097178, + "TP": 3502, + "n_pred": 5278, + "n_ref": 3830 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8424479166666666, + "FN": 473, + "FP": 11, + "IoU": 0.7277840269966255, + "TN": 1575310, + "TP": 1294, + "n_pred": 1305, + "n_ref": 1767 + }, + "10": { + "Dice": 0.0, + "FN": 687, + "FP": 3064, + "IoU": 0.0, + "TN": 1573337, + "TP": 0, + "n_pred": 3064, + "n_ref": 687 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 187, + "FP": 49, + "IoU": 0.0, + "TN": 1576852, + "TP": 0, + "n_pred": 49, + "n_ref": 187 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8978930307941653, + "FN": 39, + "FP": 24, + "IoU": 0.8147058823529412, + "TN": 1576748, + "TP": 277, + "n_pred": 301, + "n_ref": 316 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 227, + "IoU": 0.0, + "TN": 1576861, + "TP": 0, + "n_pred": 227, + "n_ref": 0 + }, + "5": { + "Dice": 0.742891349895241, + "FN": 165, + "FP": 694, + "IoU": 0.590952380952381, + "TN": 1574988, + "TP": 1241, + "n_pred": 1935, + "n_ref": 1406 + }, + "6": { + "Dice": 0.8968705928557402, + "FN": 2352, + "FP": 3425, + "IoU": 0.8130239181797585, + "TN": 1546191, + "TP": 25120, + "n_pred": 28545, + "n_ref": 27472 + }, + "7": { + "Dice": 0.8464488469847437, + "FN": 7909, + "FP": 1260, + "IoU": 0.7337766034667983, + "TN": 1542647, + "TP": 25272, + "n_pred": 26532, + "n_ref": 33181 + }, + "8": { + "Dice": 0.9258762440501948, + "FN": 824, + "FP": 2602, + "IoU": 0.8619828384965557, + "TN": 1552265, + "TP": 21397, + "n_pred": 23999, + "n_ref": 22221 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8129359543436906, + "FN": 7628, + "FP": 6532, + "IoU": 0.6848290598290598, + "TN": 1181696, + "TP": 30768, + "n_pred": 37300, + "n_ref": 38396 + }, + "11": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 1226616, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8553562736361253, + "FN": 1967, + "FP": 1896, + "IoU": 0.7472685639515865, + "TN": 1211339, + "TP": 11422, + "n_pred": 13318, + "n_ref": 13389 + }, + "14": { + "Dice": 0.9639825057885258, + "FN": 1100, + "FP": 1140, + "IoU": 0.9304693320089397, + "TN": 1194408, + "TP": 29976, + "n_pred": 31116, + "n_ref": 31076 + }, + "15": { + "Dice": 0.7594891805604824, + "FN": 1189, + "FP": 167, + "IoU": 0.6122390620531885, + "TN": 1223127, + "TP": 2141, + "n_pred": 2308, + "n_ref": 3330 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8760189284078767, + "FN": 1924, + "FP": 2137, + "IoU": 0.7793893959148196, + "TN": 1208216, + "TP": 14347, + "n_pred": 16484, + "n_ref": 16271 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9587919942816298, + "FN": 5228, + "FP": 1690, + "IoU": 0.920845776267463, + "TN": 1139225, + "TP": 80481, + "n_pred": 82171, + "n_ref": 85709 + }, + "7": { + "Dice": 0.9306589124285404, + "FN": 14831, + "FP": 2696, + "IoU": 0.8703106270255871, + "TN": 1091478, + "TP": 117619, + "n_pred": 120315, + "n_ref": 132450 + }, + "8": { + "Dice": 0.8689788053949904, + "FN": 236, + "FP": 172, + "IoU": 0.768313458262351, + "TN": 1224863, + "TP": 1353, + "n_pred": 1525, + "n_ref": 1589 + }, + "9": { + "Dice": 0.7888839085611833, + "FN": 784, + "FP": 1571, + "IoU": 0.6513693560325685, + "TN": 1219869, + "TP": 4400, + "n_pred": 5971, + "n_ref": 5184 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 700922, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9498191645801042, + "FN": 3983, + "FP": 2330, + "IoU": 0.9044339151364689, + "TN": 634869, + "TP": 59746, + "n_pred": 62076, + "n_ref": 63729 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9374090247452693, + "FN": 789, + "FP": 673, + "IoU": 0.8821917808219178, + "TN": 688518, + "TP": 10948, + "n_pred": 11621, + "n_ref": 11737 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.32966412644651427, + "FN": 2168, + "FP": 207, + "IoU": 0.19736397431564717, + "TN": 1574129, + "TP": 584, + "n_pred": 791, + "n_ref": 2752 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 1577085, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "13": { + "Dice": 0.6912257200267917, + "FN": 779, + "FP": 604, + "IoU": 0.5281473899692938, + "TN": 1574157, + "TP": 1548, + "n_pred": 2152, + "n_ref": 2327 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2523, + "IoU": 0.0, + "TN": 1574565, + "TP": 0, + "n_pred": 2523, + "n_ref": 0 + }, + "2": { + "Dice": 0.9116178806444293, + "FN": 885, + "FP": 673, + "IoU": 0.837589909308871, + "TN": 1567495, + "TP": 8035, + "n_pred": 8708, + "n_ref": 8920 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9772606667721784, + "FN": 3416, + "FP": 6354, + "IoU": 0.9555324949592874, + "TN": 1357377, + "TP": 209941, + "n_pred": 216295, + "n_ref": 213357 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8656033966577759, + "FN": 1005, + "FP": 1464, + "IoU": 0.7630518234165067, + "TN": 1566668, + "TP": 7951, + "n_pred": 9415, + "n_ref": 8956 + }, + "9": { + "Dice": 0.8825915657376332, + "FN": 2115, + "FP": 1908, + "IoU": 0.7898558295027163, + "TN": 1557944, + "TP": 15121, + "n_pred": 17029, + "n_ref": 17236 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9534533292905906, + "FN": 8259, + "FP": 1873, + "IoU": 0.9110471190398848, + "TN": 1638417, + "TP": 103771, + "n_pred": 105644, + "n_ref": 112030 + }, + "10": { + "Dice": 0.7882962962962963, + "FN": 3275, + "FP": 2441, + "IoU": 0.650568529160044, + "TN": 1735962, + "TP": 10642, + "n_pred": 13083, + "n_ref": 13917 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.06696935300794551, + "FN": 1638, + "FP": 6, + "IoU": 0.03464474456840869, + "TN": 1750617, + "TP": 59, + "n_pred": 65, + "n_ref": 1697 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 1752317, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1124, + "IoU": 0.0, + "TN": 1751196, + "TP": 0, + "n_pred": 1124, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9630774514854886, + "FN": 1689, + "FP": 1966, + "IoU": 0.9287843656840014, + "TN": 1700997, + "TP": 47668, + "n_pred": 49634, + "n_ref": 49357 + }, + "4": { + "Dice": 0.12948309526256294, + "FN": 1849, + "FP": 6622, + "IoU": 0.06922316228985825, + "TN": 1743219, + "TP": 630, + "n_pred": 7252, + "n_ref": 2479 + }, + "5": { + "Dice": 0.6689080543780149, + "FN": 1805, + "FP": 460, + "IoU": 0.5025258071601142, + "TN": 1747767, + "TP": 2288, + "n_pred": 2748, + "n_ref": 4093 + }, + "6": { + "Dice": 0.9194583191364424, + "FN": 31724, + "FP": 12716, + "IoU": 0.8509235094028218, + "TN": 1454218, + "TP": 253662, + "n_pred": 266378, + "n_ref": 285386 + }, + "7": { + "Dice": 0.7727064957930556, + "FN": 10875, + "FP": 15977, + "IoU": 0.6296020415201048, + "TN": 1679825, + "TP": 45643, + "n_pred": 61620, + "n_ref": 56518 + }, + "8": { + "Dice": 0.9516409641403307, + "FN": 2457, + "FP": 406, + "IoU": 0.9077433699610092, + "TN": 1721287, + "TP": 28170, + "n_pred": 28576, + "n_ref": 30627 + }, + "9": { + "Dice": 0.726693951796271, + "FN": 2471, + "FP": 1135, + "IoU": 0.5707142857142857, + "TN": 1743920, + "TP": 4794, + "n_pred": 5929, + "n_ref": 7265 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 16, + "FP": 1174, + "IoU": 0.0, + "TN": 1575898, + "TP": 0, + "n_pred": 1174, + "n_ref": 16 + }, + "10": { + "Dice": 0.8586236128236745, + "FN": 1429, + "FP": 5909, + "IoU": 0.7522703487390703, + "TN": 1547467, + "TP": 22283, + "n_pred": 28192, + "n_ref": 23712 + }, + "11": { + "Dice": 0.0, + "FN": 860, + "FP": 1, + "IoU": 0.0, + "TN": 1576227, + "TP": 0, + "n_pred": 1, + "n_ref": 860 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3562098024467742, + "FN": 21715, + "FP": 20226, + "IoU": 0.2167002838786792, + "TN": 1523544, + "TP": 11603, + "n_pred": 31829, + "n_ref": 33318 + }, + "14": { + "Dice": 0.4413383087723737, + "FN": 9277, + "FP": 8389, + "IoU": 0.2831520857003733, + "TN": 1552444, + "TP": 6978, + "n_pred": 15367, + "n_ref": 16255 + }, + "15": { + "Dice": 0.8134051980689108, + "FN": 32063, + "FP": 1795, + "IoU": 0.6854953323115508, + "TN": 1469433, + "TP": 73797, + "n_pred": 75592, + "n_ref": 105860 + }, + "2": { + "Dice": 0.868043125924882, + "FN": 8147, + "FP": 1216, + "IoU": 0.7668517642371573, + "TN": 1536929, + "TP": 30796, + "n_pred": 32012, + "n_ref": 38943 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 7800, + "IoU": 0.0, + "TN": 1569288, + "TP": 0, + "n_pred": 7800, + "n_ref": 0 + }, + "4": { + "Dice": 0.8927733684650236, + "FN": 4491, + "FP": 2183, + "IoU": 0.8063149341227, + "TN": 1542630, + "TP": 27784, + "n_pred": 29967, + "n_ref": 32275 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9537294852179532, + "FN": 4902, + "FP": 4836, + "IoU": 0.9115515268215589, + "TN": 1466990, + "TP": 100360, + "n_pred": 105196, + "n_ref": 105262 + }, + "7": { + "Dice": 0.8286465858990034, + "FN": 1020, + "FP": 3605, + "IoU": 0.7074266194331984, + "TN": 1561280, + "TP": 11183, + "n_pred": 14788, + "n_ref": 12203 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.871864203094487, + "FN": 360, + "FP": 1346, + "IoU": 0.7728362183754993, + "TN": 1569578, + "TP": 5804, + "n_pred": 7150, + "n_ref": 6164 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9840235173824131, + "FN": 1067, + "FP": 683, + "IoU": 0.9685495030821487, + "TN": 1346213, + "TP": 53893, + "n_pred": 54576, + "n_ref": 54960 + }, + "10": { + "Dice": 0.5374647887323943, + "FN": 819, + "FP": 2, + "IoU": 0.3674884437596302, + "TN": 1400558, + "TP": 477, + "n_pred": 479, + "n_ref": 1296 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 42, + "FP": 0, + "IoU": 0.0, + "TN": 1401814, + "TP": 0, + "n_pred": 0, + "n_ref": 42 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8949534891258548, + "FN": 98, + "FP": 3143, + "IoU": 0.8098785710095618, + "TN": 1384809, + "TP": 13806, + "n_pred": 16949, + "n_ref": 13904 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1329, + "IoU": 0.0, + "TN": 1400527, + "TP": 0, + "n_pred": 1329, + "n_ref": 0 + }, + "3": { + "Dice": 0.7289753286511795, + "FN": 1401, + "FP": 104, + "IoU": 0.5735335789175404, + "TN": 1398327, + "TP": 2024, + "n_pred": 2128, + "n_ref": 3425 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 781, + "FP": 0, + "IoU": 0.0, + "TN": 1401075, + "TP": 0, + "n_pred": 0, + "n_ref": 781 + }, + "6": { + "Dice": 0.1935483870967742, + "FN": 76, + "FP": 174, + "IoU": 0.10714285714285714, + "TN": 1401576, + "TP": 30, + "n_pred": 204, + "n_ref": 106 + }, + "7": { + "Dice": 0.9777708810179617, + "FN": 2137, + "FP": 2447, + "IoU": 0.9565085388994308, + "TN": 1296456, + "TP": 100816, + "n_pred": 103263, + "n_ref": 102953 + }, + "8": { + "Dice": 0.0, + "FN": 1774, + "FP": 0, + "IoU": 0.0, + "TN": 1400082, + "TP": 0, + "n_pred": 0, + "n_ref": 1774 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 80, + "IoU": 0.0, + "TN": 1401776, + "TP": 0, + "n_pred": 80, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9471516815374056, + "FN": 214, + "FP": 248, + "IoU": 0.8996088657105606, + "TN": 1222022, + "TP": 4140, + "n_pred": 4388, + "n_ref": 4354 + }, + "10": { + "Dice": 0.6705742475125676, + "FN": 28414, + "FP": 3172, + "IoU": 0.5044089496971789, + "TN": 1162890, + "TP": 32148, + "n_pred": 35320, + "n_ref": 60562 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3273, + "FP": 0, + "IoU": 0.0, + "TN": 1223351, + "TP": 0, + "n_pred": 0, + "n_ref": 3273 + }, + "13": { + "Dice": 0.4711987545407369, + "FN": 224, + "FP": 795, + "IoU": 0.30821452817379497, + "TN": 1225151, + "TP": 454, + "n_pred": 1249, + "n_ref": 678 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 1226622, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6084, + "IoU": 0.0, + "TN": 1220540, + "TP": 0, + "n_pred": 6084, + "n_ref": 0 + }, + "4": { + "Dice": 0.7446431008598335, + "FN": 91, + "FP": 3651, + "IoU": 0.5931724287888671, + "TN": 1217426, + "TP": 5456, + "n_pred": 9107, + "n_ref": 5547 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 152, + "IoU": 0.0, + "TN": 1226472, + "TP": 0, + "n_pred": 152, + "n_ref": 0 + }, + "6": { + "Dice": 0.962183040609503, + "FN": 6547, + "FP": 3420, + "IoU": 0.9271221017380432, + "TN": 1089861, + "TP": 126796, + "n_pred": 130216, + "n_ref": 133343 + }, + "7": { + "Dice": 0.7618401674288815, + "FN": 8175, + "FP": 16405, + "IoU": 0.6153003411900961, + "TN": 1162730, + "TP": 39314, + "n_pred": 55719, + "n_ref": 47489 + }, + "8": { + "Dice": 0.8997682267311836, + "FN": 2419, + "FP": 46, + "IoU": 0.8177988025722522, + "TN": 1213095, + "TP": 11064, + "n_pred": 11110, + "n_ref": 13483 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9467864547339323, + "FN": 285, + "FP": 23, + "IoU": 0.8989501312335958, + "TN": 1749272, + "TP": 2740, + "n_pred": 2763, + "n_ref": 3025 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 203, + "IoU": 0.0, + "TN": 1752117, + "TP": 0, + "n_pred": 203, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9857893128714812, + "FN": 845, + "FP": 1620, + "IoU": 0.9719768539044825, + "TN": 1664357, + "TP": 85498, + "n_pred": 87118, + "n_ref": 86343 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7692307692307693, + "FN": 0, + "FP": 9, + "IoU": 0.625, + "TN": 1577064, + "TP": 15, + "n_pred": 24, + "n_ref": 15 + }, + "10": { + "Dice": 0.861947933128171, + "FN": 3081, + "FP": 5218, + "IoU": 0.7573888385418189, + "TN": 1542881, + "TP": 25908, + "n_pred": 31126, + "n_ref": 28989 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7840601565889231, + "FN": 3056, + "FP": 7397, + "IoU": 0.644818212708121, + "TN": 1547658, + "TP": 18977, + "n_pred": 26374, + "n_ref": 22033 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 96, + "IoU": 0.0, + "TN": 1576992, + "TP": 0, + "n_pred": 96, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.713260294673215, + "FN": 17359, + "FP": 98, + "IoU": 0.5543159130945391, + "TN": 1537919, + "TP": 21712, + "n_pred": 21810, + "n_ref": 39071 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8987575601294013, + "FN": 7662, + "FP": 3135, + "IoU": 0.8161305154884965, + "TN": 1518367, + "TP": 47924, + "n_pred": 51059, + "n_ref": 55586 + }, + "7": { + "Dice": 0.6397969486721073, + "FN": 14280, + "FP": 24605, + "IoU": 0.47036870564840166, + "TN": 1503669, + "TP": 34534, + "n_pred": 59139, + "n_ref": 48814 + }, + "8": { + "Dice": 0.8607387140902872, + "FN": 18, + "FP": 491, + "IoU": 0.75552353506244, + "TN": 1575006, + "TP": 1573, + "n_pred": 2064, + "n_ref": 1591 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 587, + "IoU": 0.0, + "TN": 1576501, + "TP": 0, + "n_pred": 587, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9376538146021329, + "FN": 3298, + "FP": 806, + "IoU": 0.8826254826254826, + "TN": 1717355, + "TP": 30861, + "n_pred": 31667, + "n_ref": 34159 + }, + "10": { + "Dice": 0.8818745692625776, + "FN": 572, + "FP": 1142, + "IoU": 0.7887080867850098, + "TN": 1744208, + "TP": 6398, + "n_pred": 7540, + "n_ref": 6970 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.43455964325529545, + "FN": 1385, + "FP": 3687, + "IoU": 0.2775957840763424, + "TN": 1745299, + "TP": 1949, + "n_pred": 5636, + "n_ref": 3334 + }, + "14": { + "Dice": 0.6583221458843349, + "FN": 6128, + "FP": 19832, + "IoU": 0.4906707998979772, + "TN": 1701351, + "TP": 25009, + "n_pred": 44841, + "n_ref": 31137 + }, + "15": { + "Dice": 0.7011084895160932, + "FN": 2554, + "FP": 10874, + "IoU": 0.5397744798985502, + "TN": 1723143, + "TP": 15749, + "n_pred": 26623, + "n_ref": 18303 + }, + "2": { + "Dice": 0.9252809406861651, + "FN": 1320, + "FP": 688, + "IoU": 0.860951457655287, + "TN": 1737879, + "TP": 12433, + "n_pred": 13121, + "n_ref": 13753 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1318, + "IoU": 0.0, + "TN": 1751002, + "TP": 0, + "n_pred": 1318, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 436, + "IoU": 0.0, + "TN": 1751884, + "TP": 0, + "n_pred": 436, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7849490808094167, + "FN": 4016, + "FP": 2488, + "IoU": 0.6460215521933167, + "TN": 1733946, + "TP": 11870, + "n_pred": 14358, + "n_ref": 15886 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 17040, + "IoU": 0.0, + "TN": 1735280, + "TP": 0, + "n_pred": 17040, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.974894334480449, + "FN": 2192, + "FP": 1069, + "IoU": 0.9510183850036049, + "TN": 1335280, + "TP": 63315, + "n_pred": 64384, + "n_ref": 65507 + }, + "10": { + "Dice": 0.8398810958463887, + "FN": 524, + "FP": 1469, + "IoU": 0.7239612188365651, + "TN": 1394636, + "TP": 5227, + "n_pred": 6696, + "n_ref": 5751 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 298, + "IoU": 0.0, + "TN": 1401558, + "TP": 0, + "n_pred": 298, + "n_ref": 0 + }, + "12": { + "Dice": 0.03780424650440187, + "FN": 3703, + "FP": 13, + "IoU": 0.019266297176035892, + "TN": 1398067, + "TP": 73, + "n_pred": 86, + "n_ref": 3776 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9688517866190557, + "FN": 2642, + "FP": 3813, + "IoU": 0.9395853806916561, + "TN": 1295011, + "TP": 100390, + "n_pred": 104203, + "n_ref": 103032 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7520859307566894, + "FN": 336, + "FP": 2249, + "IoU": 0.6026744543498309, + "TN": 1395350, + "TP": 3921, + "n_pred": 6170, + "n_ref": 4257 + }, + "6": { + "Dice": 0.9287531432436804, + "FN": 4076, + "FP": 769, + "IoU": 0.8669833077092027, + "TN": 1365432, + "TP": 31579, + "n_pred": 32348, + "n_ref": 35655 + }, + "7": { + "Dice": 0.04886561954624782, + "FN": 545, + "FP": 0, + "IoU": 0.025044722719141325, + "TN": 1401297, + "TP": 14, + "n_pred": 14, + "n_ref": 559 + }, + "8": { + "Dice": 0.9479794107983791, + "FN": 122, + "FP": 828, + "IoU": 0.9011034769935456, + "TN": 1392250, + "TP": 8656, + "n_pred": 9484, + "n_ref": 8778 + }, + "9": { + "Dice": 0.840633682094934, + "FN": 1400, + "FP": 3992, + "IoU": 0.7250803038800795, + "TN": 1382243, + "TP": 14221, + "n_pred": 18213, + "n_ref": 15621 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.03850464297150176, + "FN": 62, + "FP": 168092, + "IoU": 0.019630249357221564, + "TN": 1931263, + "TP": 3367, + "n_pred": 171459, + "n_ref": 3429 + }, + "10": { + "Dice": 0.9422507008410093, + "FN": 1640, + "FP": 523, + "IoU": 0.8908072088444646, + "TN": 2082975, + "TP": 17646, + "n_pred": 18169, + "n_ref": 19286 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.058823529411764705, + "FN": 839, + "FP": 57, + "IoU": 0.030303030303030304, + "TN": 2101860, + "TP": 28, + "n_pred": 85, + "n_ref": 867 + }, + "13": { + "Dice": 0.0, + "FN": 12, + "FP": 0, + "IoU": 0.0, + "TN": 2102772, + "TP": 0, + "n_pred": 0, + "n_ref": 12 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9667451957711104, + "FN": 1022, + "FP": 2394, + "IoU": 0.9356309710000188, + "TN": 2049715, + "TP": 49653, + "n_pred": 52047, + "n_ref": 50675 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 578, + "IoU": 0.0, + "TN": 2102206, + "TP": 0, + "n_pred": 578, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 3158, + "IoU": 0.0, + "TN": 2099626, + "TP": 0, + "n_pred": 3158, + "n_ref": 0 + }, + "6": { + "Dice": 0.632780935221565, + "FN": 309193, + "FP": 1012, + "IoU": 0.4628233700969569, + "TN": 1525311, + "TP": 267268, + "n_pred": 268280, + "n_ref": 576461 + }, + "7": { + "Dice": 0.40964912280701754, + "FN": 1190, + "FP": 115912, + "IoU": 0.25758411472697185, + "TN": 1945053, + "TP": 40629, + "n_pred": 156541, + "n_ref": 41819 + }, + "8": { + "Dice": 0.8938488607843663, + "FN": 6866, + "FP": 5019, + "IoU": 0.8080711840320393, + "TN": 2040860, + "TP": 50039, + "n_pred": 55058, + "n_ref": 56905 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 88, + "IoU": 0.0, + "TN": 2102696, + "TP": 0, + "n_pred": 88, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9798790272805826, + "FN": 84, + "FP": 79, + "IoU": 0.9605517909002904, + "TN": 1748188, + "TP": 3969, + "n_pred": 4048, + "n_ref": 4053 + }, + "10": { + "Dice": 0.8447824806389577, + "FN": 5417, + "FP": 3542, + "IoU": 0.7312756831338673, + "TN": 1718981, + "TP": 24380, + "n_pred": 27922, + "n_ref": 29797 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1752319, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3266, + "FP": 64, + "IoU": 0.0, + "TN": 1748990, + "TP": 0, + "n_pred": 64, + "n_ref": 3266 + }, + "13": { + "Dice": 0.06926406926406926, + "FN": 59, + "FP": 156, + "IoU": 0.03587443946188341, + "TN": 1752097, + "TP": 8, + "n_pred": 164, + "n_ref": 67 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9742038117221373, + "FN": 157, + "FP": 670, + "IoU": 0.9497050416590647, + "TN": 1735877, + "TP": 15616, + "n_pred": 16286, + "n_ref": 15773 + }, + "3": { + "Dice": 0.9568152374025501, + "FN": 2862, + "FP": 4738, + "IoU": 0.9172059175981001, + "TN": 1660526, + "TP": 84194, + "n_pred": 88932, + "n_ref": 87056 + }, + "4": { + "Dice": 0.9367715710248024, + "FN": 1259, + "FP": 2723, + "IoU": 0.881063321385902, + "TN": 1718840, + "TP": 29498, + "n_pred": 32221, + "n_ref": 30757 + }, + "5": { + "Dice": 0.8259410337171478, + "FN": 1343, + "FP": 2028, + "IoU": 0.703491951798751, + "TN": 1740951, + "TP": 7998, + "n_pred": 10026, + "n_ref": 9341 + }, + "6": { + "Dice": 0.9681815256702317, + "FN": 6031, + "FP": 6330, + "IoU": 0.9383254416908239, + "TN": 1551897, + "TP": 188062, + "n_pred": 194392, + "n_ref": 194093 + }, + "7": { + "Dice": 0.7542706964520368, + "FN": 115, + "FP": 72, + "IoU": 0.6054852320675106, + "TN": 1751846, + "TP": 287, + "n_pred": 359, + "n_ref": 402 + }, + "8": { + "Dice": 0.9628510564298757, + "FN": 1615, + "FP": 1803, + "IoU": 0.9283633391318927, + "TN": 1704607, + "TP": 44295, + "n_pred": 46098, + "n_ref": 45910 + }, + "9": { + "Dice": 0.7678571428571429, + "FN": 140, + "FP": 16, + "IoU": 0.6231884057971014, + "TN": 1751906, + "TP": 258, + "n_pred": 274, + "n_ref": 398 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.977003175196115, + "FN": 918, + "FP": 1052, + "IoU": 0.9550402811694091, + "TN": 1182807, + "TP": 41847, + "n_pred": 42899, + "n_ref": 42765 + }, + "10": { + "Dice": 0.2042755344418052, + "FN": 129, + "FP": 206, + "IoU": 0.11375661375661375, + "TN": 1226246, + "TP": 43, + "n_pred": 249, + "n_ref": 172 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 1226620, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8136178861788618, + "FN": 1568, + "FP": 266, + "IoU": 0.6857974987150933, + "TN": 1220787, + "TP": 4003, + "n_pred": 4269, + "n_ref": 5571 + }, + "14": { + "Dice": 0.0, + "FN": 1885, + "FP": 0, + "IoU": 0.0, + "TN": 1224739, + "TP": 0, + "n_pred": 0, + "n_ref": 1885 + }, + "15": { + "Dice": 0.8682353720614379, + "FN": 11912, + "FP": 21, + "IoU": 0.7671518888541992, + "TN": 1175376, + "TP": 39315, + "n_pred": 39336, + "n_ref": 51227 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9473302022698259, + "FN": 859, + "FP": 3638, + "IoU": 0.8999310176016377, + "TN": 1181685, + "TP": 40442, + "n_pred": 44080, + "n_ref": 41301 + }, + "4": { + "Dice": 0.16527419109828345, + "FN": 5495, + "FP": 0, + "IoU": 0.09008113926146713, + "TN": 1220585, + "TP": 544, + "n_pred": 544, + "n_ref": 6039 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 1226613, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "6": { + "Dice": 0.9726447795465083, + "FN": 5725, + "FP": 2948, + "IoU": 0.946746325109602, + "TN": 1063762, + "TP": 154189, + "n_pred": 157137, + "n_ref": 159914 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5686, + "IoU": 0.0, + "TN": 1220938, + "TP": 0, + "n_pred": 5686, + "n_ref": 0 + }, + "8": { + "Dice": 0.6338011129929833, + "FN": 5470, + "FP": 584, + "IoU": 0.46391569999114496, + "TN": 1215331, + "TP": 5239, + "n_pred": 5823, + "n_ref": 10709 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 1226608, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7301322199025748, + "FN": 1361, + "FP": 578, + "IoU": 0.574967119684349, + "TN": 2273454, + "TP": 2623, + "n_pred": 3201, + "n_ref": 3984 + }, + "10": { + "Dice": 0.0, + "FN": 2259, + "FP": 3807, + "IoU": 0.0, + "TN": 2271950, + "TP": 0, + "n_pred": 3807, + "n_ref": 2259 + }, + "11": { + "Dice": 0.35555555555555557, + "FN": 14, + "FP": 15, + "IoU": 0.21621621621621623, + "TN": 2277979, + "TP": 8, + "n_pred": 23, + "n_ref": 22 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 2277998, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "13": { + "Dice": 0.5104739416427728, + "FN": 12057, + "FP": 16967, + "IoU": 0.3427089702651901, + "TN": 2233859, + "TP": 15133, + "n_pred": 32100, + "n_ref": 27190 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 2277998, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "2": { + "Dice": 0.941409246921058, + "FN": 742, + "FP": 709, + "IoU": 0.8893042416844675, + "TN": 2264908, + "TP": 11657, + "n_pred": 12366, + "n_ref": 12399 + }, + "3": { + "Dice": 0.0, + "FN": 127, + "FP": 557, + "IoU": 0.0, + "TN": 2277332, + "TP": 0, + "n_pred": 557, + "n_ref": 127 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 465, + "IoU": 0.0, + "TN": 2277551, + "TP": 0, + "n_pred": 465, + "n_ref": 0 + }, + "5": { + "Dice": 0.3547091592175152, + "FN": 4710, + "FP": 271, + "IoU": 0.21559055118110237, + "TN": 2271666, + "TP": 1369, + "n_pred": 1640, + "n_ref": 6079 + }, + "6": { + "Dice": 0.8921797389395865, + "FN": 1546, + "FP": 3121, + "IoU": 0.805347013680347, + "TN": 2254040, + "TP": 19309, + "n_pred": 22430, + "n_ref": 20855 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 16856, + "IoU": 0.0, + "TN": 2261160, + "TP": 0, + "n_pred": 16856, + "n_ref": 0 + }, + "8": { + "Dice": 0.20876975635394376, + "FN": 41773, + "FP": 379, + "IoU": 0.11655104478863203, + "TN": 2230303, + "TP": 5561, + "n_pred": 5940, + "n_ref": 47334 + }, + "9": { + "Dice": 0.7280604259759113, + "FN": 5331, + "FP": 6658, + "IoU": 0.5724017404950424, + "TN": 2249978, + "TP": 16049, + "n_pred": 22707, + "n_ref": 21380 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1401855, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 84, + "FP": 138, + "IoU": 0.0, + "TN": 1401634, + "TP": 0, + "n_pred": 138, + "n_ref": 84 + }, + "15": { + "Dice": 0.0, + "FN": 153, + "FP": 738, + "IoU": 0.0, + "TN": 1400965, + "TP": 0, + "n_pred": 738, + "n_ref": 153 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 50608, + "IoU": 0.0, + "TN": 1351248, + "TP": 0, + "n_pred": 50608, + "n_ref": 0 + }, + "3": { + "Dice": 0.10247285150689389, + "FN": 88119, + "FP": 151, + "IoU": 0.05400336516306037, + "TN": 1308547, + "TP": 5039, + "n_pred": 5190, + "n_ref": 93158 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7583233532934132, + "FN": 841, + "FP": 168, + "IoU": 0.6107253086419753, + "TN": 1399264, + "TP": 1583, + "n_pred": 1751, + "n_ref": 2424 + }, + "7": { + "Dice": 0.9303421787709497, + "FN": 467, + "FP": 331, + "IoU": 0.8697568141015178, + "TN": 1395729, + "TP": 5329, + "n_pred": 5660, + "n_ref": 5796 + }, + "8": { + "Dice": 0.3559870550161812, + "FN": 145, + "FP": 54, + "IoU": 0.21653543307086615, + "TN": 1401602, + "TP": 55, + "n_pred": 109, + "n_ref": 200 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9847316890909025, + "FN": 2152, + "FP": 2057, + "IoU": 0.9699226091368381, + "TN": 1612381, + "TP": 135730, + "n_pred": 137787, + "n_ref": 137882 + }, + "10": { + "Dice": 0.8666207642748242, + "FN": 1689, + "FP": 3735, + "IoU": 0.764634410935127, + "TN": 1729275, + "TP": 17621, + "n_pred": 21356, + "n_ref": 19310 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 1752290, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "12": { + "Dice": 0.0904414916416631, + "FN": 4238, + "FP": 6, + "IoU": 0.047362514029180694, + "TN": 1747865, + "TP": 211, + "n_pred": 217, + "n_ref": 4449 + }, + "13": { + "Dice": 0.8593823483304593, + "FN": 543, + "FP": 354, + "IoU": 0.7534359538207807, + "TN": 1748682, + "TP": 2741, + "n_pred": 3095, + "n_ref": 3284 + }, + "14": { + "Dice": 0.12528145215006967, + "FN": 428110, + "FP": 0, + "IoU": 0.06682680570571618, + "TN": 1293552, + "TP": 30658, + "n_pred": 30658, + "n_ref": 458768 + }, + "15": { + "Dice": 0.14971488656124884, + "FN": 20128, + "FP": 897, + "IoU": 0.08091449554117852, + "TN": 1729444, + "TP": 1851, + "n_pred": 2748, + "n_ref": 21979 + }, + "2": { + "Dice": 0.8850141884528652, + "FN": 10272, + "FP": 385, + "IoU": 0.7937447986219978, + "TN": 1700651, + "TP": 41012, + "n_pred": 41397, + "n_ref": 51284 + }, + "3": { + "Dice": 0.8027914893617021, + "FN": 1760, + "FP": 9826, + "IoU": 0.6705527752502275, + "TN": 1717152, + "TP": 23582, + "n_pred": 33408, + "n_ref": 25342 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 56, + "IoU": 0.0, + "TN": 1752264, + "TP": 0, + "n_pred": 56, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 926, + "IoU": 0.0, + "TN": 1751394, + "TP": 0, + "n_pred": 926, + "n_ref": 0 + }, + "6": { + "Dice": 0.0001540080597551272, + "FN": 2, + "FP": 38951, + "IoU": 7.700995995482083e-05, + "TN": 1713364, + "TP": 3, + "n_pred": 38954, + "n_ref": 5 + }, + "7": { + "Dice": 0.20016017037904058, + "FN": 1143, + "FP": 89742, + "IoU": 0.11120999051409683, + "TN": 1650063, + "TP": 11372, + "n_pred": 101114, + "n_ref": 12515 + }, + "8": { + "Dice": 0.9643461445491902, + "FN": 269, + "FP": 321, + "IoU": 0.9311471583615357, + "TN": 1743751, + "TP": 7979, + "n_pred": 8300, + "n_ref": 8248 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 1051391, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 160, + "IoU": 0.0, + "TN": 1051232, + "TP": 0, + "n_pred": 160, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 1051380, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "5": { + "Dice": 0.8391472868217055, + "FN": 1278, + "FP": 1710, + "IoU": 0.7228714524207012, + "TN": 1040610, + "TP": 7794, + "n_pred": 9504, + "n_ref": 9072 + }, + "6": { + "Dice": 0.9847173815827767, + "FN": 2715, + "FP": 1591, + "IoU": 0.9698948487051848, + "TN": 908360, + "TP": 138726, + "n_pred": 140317, + "n_ref": 141441 + }, + "7": { + "Dice": 0.9194201766801698, + "FN": 209, + "FP": 1442, + "IoU": 0.8508581752484191, + "TN": 1040322, + "TP": 9419, + "n_pred": 10861, + "n_ref": 9628 + }, + "8": { + "Dice": 0.952044672865419, + "FN": 2547, + "FP": 1120, + "IoU": 0.9084782988494272, + "TN": 1011325, + "TP": 36400, + "n_pred": 37520, + "n_ref": 38947 + }, + "9": { + "Dice": 0.7488520662806948, + "FN": 734, + "FP": 1782, + "IoU": 0.5985319929790969, + "TN": 1045125, + "TP": 3751, + "n_pred": 5533, + "n_ref": 4485 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8914229053049083, + "FN": 218, + "FP": 1, + "IoU": 0.8041144901610018, + "TN": 1575970, + "TP": 899, + "n_pred": 900, + "n_ref": 1117 + }, + "10": { + "Dice": 0.47953216374269003, + "FN": 530, + "FP": 4, + "IoU": 0.3153846153846154, + "TN": 1576308, + "TP": 246, + "n_pred": 250, + "n_ref": 776 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.689581272667326, + "FN": 5879, + "FP": 1653, + "IoU": 0.526229714429488, + "TN": 1561190, + "TP": 8366, + "n_pred": 10019, + "n_ref": 14245 + }, + "14": { + "Dice": 0.8684502632702433, + "FN": 1723, + "FP": 7521, + "IoU": 0.7674874864803682, + "TN": 1537331, + "TP": 30513, + "n_pred": 38034, + "n_ref": 32236 + }, + "15": { + "Dice": 0.5184560524286815, + "FN": 5829, + "FP": 14157, + "IoU": 0.3499430801756383, + "TN": 1546343, + "TP": 10759, + "n_pred": 24916, + "n_ref": 16588 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9352775476387738, + "FN": 517, + "FP": 3389, + "IoU": 0.8784238047808764, + "TN": 1544960, + "TP": 28222, + "n_pred": 31611, + "n_ref": 28739 + }, + "4": { + "Dice": 0.8866666666666667, + "FN": 2574, + "FP": 1472, + "IoU": 0.7964071856287425, + "TN": 1557215, + "TP": 15827, + "n_pred": 17299, + "n_ref": 18401 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9557840180781897, + "FN": 2689, + "FP": 3044, + "IoU": 0.9153125738596076, + "TN": 1509392, + "TP": 61963, + "n_pred": 65007, + "n_ref": 64652 + }, + "7": { + "Dice": 0.8910560344827586, + "FN": 3193, + "FP": 2873, + "IoU": 0.8035176367699932, + "TN": 1546215, + "TP": 24807, + "n_pred": 27680, + "n_ref": 28000 + }, + "8": { + "Dice": 0.17981072555205047, + "FN": 1040, + "FP": 0, + "IoU": 0.09878682842287695, + "TN": 1575934, + "TP": 114, + "n_pred": 114, + "n_ref": 1154 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5792682926829268, + "FN": 71, + "FP": 67, + "IoU": 0.40772532188841204, + "TN": 1051159, + "TP": 95, + "n_pred": 162, + "n_ref": 166 + }, + "10": { + "Dice": 0.8282102391942929, + "FN": 899, + "FP": 5651, + "IoU": 0.7067908142710059, + "TN": 1029053, + "TP": 15789, + "n_pred": 21440, + "n_ref": 16688 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.04814004376367615, + "FN": 427, + "FP": 8, + "IoU": 0.02466367713004484, + "TN": 1050946, + "TP": 11, + "n_pred": 19, + "n_ref": 438 + }, + "13": { + "Dice": 0.03457501543527475, + "FN": 4596, + "FP": 95, + "IoU": 0.017591623036649216, + "TN": 1046617, + "TP": 84, + "n_pred": 179, + "n_ref": 4680 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 88, + "IoU": 0.0, + "TN": 1051304, + "TP": 0, + "n_pred": 88, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 119, + "IoU": 0.0, + "TN": 1051273, + "TP": 0, + "n_pred": 119, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.48370159702472104, + "FN": 1849, + "FP": 2871, + "IoU": 0.3190015870725725, + "TN": 1044461, + "TP": 2211, + "n_pred": 5082, + "n_ref": 4060 + }, + "6": { + "Dice": 0.9622720612347401, + "FN": 2164, + "FP": 6925, + "IoU": 0.9272874182993464, + "TN": 926393, + "TP": 115910, + "n_pred": 122835, + "n_ref": 118074 + }, + "7": { + "Dice": 0.912288724665252, + "FN": 28359, + "FP": 411, + "IoU": 0.8387232396616383, + "TN": 873003, + "TP": 149619, + "n_pred": 150030, + "n_ref": 177978 + }, + "8": { + "Dice": 0.9553889049129891, + "FN": 965, + "FP": 891, + "IoU": 0.9145881270133456, + "TN": 1029662, + "TP": 19874, + "n_pred": 20765, + "n_ref": 20839 + }, + "9": { + "Dice": 0.46511627906976744, + "FN": 0, + "FP": 23, + "IoU": 0.30303030303030304, + "TN": 1051359, + "TP": 10, + "n_pred": 33, + "n_ref": 10 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3147456730405865, + "FN": 177301, + "FP": 4031, + "IoU": 0.1867644948335247, + "TN": 3807360, + "TP": 41644, + "n_pred": 45675, + "n_ref": 218945 + }, + "10": { + "Dice": 0.7889766442045263, + "FN": 3055, + "FP": 5682, + "IoU": 0.651495811727164, + "TN": 4005266, + "TP": 16333, + "n_pred": 22015, + "n_ref": 19388 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 83, + "IoU": 0.0, + "TN": 4030253, + "TP": 0, + "n_pred": 83, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 4030314, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2220, + "IoU": 0.0, + "TN": 4028116, + "TP": 0, + "n_pred": 2220, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5549962514726358, + "FN": 20441, + "FP": 137449, + "IoU": 0.38407945449155056, + "TN": 3773988, + "TP": 98458, + "n_pred": 235907, + "n_ref": 118899 + }, + "3": { + "Dice": 0.4530402114929734, + "FN": 268, + "FP": 7594, + "IoU": 0.29285842777477966, + "TN": 4019218, + "TP": 3256, + "n_pred": 10850, + "n_ref": 3524 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 70, + "IoU": 0.0, + "TN": 4030266, + "TP": 0, + "n_pred": 70, + "n_ref": 0 + }, + "5": { + "Dice": 0.6491308325709058, + "FN": 671, + "FP": 863, + "IoU": 0.4805282763291568, + "TN": 4027383, + "TP": 1419, + "n_pred": 2282, + "n_ref": 2090 + }, + "6": { + "Dice": 0.40403335216619946, + "FN": 67670, + "FP": 429157, + "IoU": 0.2531590197793872, + "TN": 3365098, + "TP": 168411, + "n_pred": 597568, + "n_ref": 236081 + }, + "7": { + "Dice": 0.5544645198850617, + "FN": 44146, + "FP": 110441, + "IoU": 0.3835703291357296, + "TN": 3779558, + "TP": 96191, + "n_pred": 206632, + "n_ref": 140337 + }, + "8": { + "Dice": 0.6327769347496206, + "FN": 501, + "FP": 2887, + "IoU": 0.462819089900111, + "TN": 4024029, + "TP": 2919, + "n_pred": 5806, + "n_ref": 3420 + }, + "9": { + "Dice": 0.0, + "FN": 174, + "FP": 198, + "IoU": 0.0, + "TN": 4029964, + "TP": 0, + "n_pred": 198, + "n_ref": 174 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8434805991869533, + "FN": 5083, + "FP": 4812, + "IoU": 0.729326804715923, + "TN": 1715763, + "TP": 26662, + "n_pred": 31474, + "n_ref": 31745 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.008075370121130552, + "FN": 2946, + "FP": 2, + "IoU": 0.004054054054054054, + "TN": 1749360, + "TP": 12, + "n_pred": 14, + "n_ref": 2958 + }, + "13": { + "Dice": 0.0, + "FN": 1679, + "FP": 0, + "IoU": 0.0, + "TN": 1750641, + "TP": 0, + "n_pred": 0, + "n_ref": 1679 + }, + "14": { + "Dice": 0.8096707818930041, + "FN": 361, + "FP": 4449, + "IoU": 0.6802074330164217, + "TN": 1737279, + "TP": 10231, + "n_pred": 14680, + "n_ref": 10592 + }, + "15": { + "Dice": 0.7428848720126168, + "FN": 4595, + "FP": 6002, + "IoU": 0.5909441828147919, + "TN": 1726414, + "TP": 15309, + "n_pred": 21311, + "n_ref": 19904 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.977304721030043, + "FN": 505, + "FP": 156, + "IoU": 0.9556167326932116, + "TN": 1737427, + "TP": 14232, + "n_pred": 14388, + "n_ref": 14737 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 117, + "IoU": 0.0, + "TN": 1752203, + "TP": 0, + "n_pred": 117, + "n_ref": 0 + }, + "6": { + "Dice": 0.7934851242432122, + "FN": 1708, + "FP": 9412, + "IoU": 0.6576670873995628, + "TN": 1719837, + "TP": 21363, + "n_pred": 30775, + "n_ref": 23071 + }, + "7": { + "Dice": 0.9597835633827196, + "FN": 19137, + "FP": 5955, + "IoU": 0.9226767907108607, + "TN": 1427812, + "TP": 299416, + "n_pred": 305371, + "n_ref": 318553 + }, + "8": { + "Dice": 0.9381616535036128, + "FN": 598, + "FP": 138, + "IoU": 0.8835258743472069, + "TN": 1746001, + "TP": 5583, + "n_pred": 5721, + "n_ref": 6181 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9582307496391884, + "FN": 558, + "FP": 426, + "IoU": 0.9198109363540053, + "TN": 1915281, + "TP": 11287, + "n_pred": 11713, + "n_ref": 11845 + }, + "10": { + "Dice": 0.874873235041735, + "FN": 2774, + "FP": 434, + "IoU": 0.7775774804132288, + "TN": 1913129, + "TP": 11215, + "n_pred": 11649, + "n_ref": 13989 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 1927527, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "13": { + "Dice": 0.7437498218307249, + "FN": 6618, + "FP": 2371, + "IoU": 0.5920395752019606, + "TN": 1905518, + "TP": 13045, + "n_pred": 15416, + "n_ref": 19663 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9512743985582561, + "FN": 7693, + "FP": 2527, + "IoU": 0.9070765481938118, + "TN": 1817569, + "TP": 99763, + "n_pred": 102290, + "n_ref": 107456 + }, + "3": { + "Dice": 0.8461538461538461, + "FN": 0, + "FP": 8, + "IoU": 0.7333333333333333, + "TN": 1927522, + "TP": 22, + "n_pred": 30, + "n_ref": 22 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7944776931447225, + "FN": 2737, + "FP": 285, + "IoU": 0.6590319304975741, + "TN": 1918689, + "TP": 5841, + "n_pred": 6126, + "n_ref": 8578 + }, + "6": { + "Dice": 0.9171075837742504, + "FN": 845, + "FP": 1646, + "IoU": 0.8469055374592834, + "TN": 1911281, + "TP": 13780, + "n_pred": 15426, + "n_ref": 14625 + }, + "7": { + "Dice": 0.49364537068670994, + "FN": 1454, + "FP": 28188, + "IoU": 0.32770860266267493, + "TN": 1883461, + "TP": 14449, + "n_pred": 42637, + "n_ref": 15903 + }, + "8": { + "Dice": 0.8962748710769832, + "FN": 9042, + "FP": 1035, + "IoU": 0.8120453612862312, + "TN": 1873938, + "TP": 43537, + "n_pred": 44572, + "n_ref": 52579 + }, + "9": { + "Dice": 0.88411677727726, + "FN": 3488, + "FP": 3252, + "IoU": 0.7923022403007611, + "TN": 1895101, + "TP": 25711, + "n_pred": 28963, + "n_ref": 29199 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2852438/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0398.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.5389907549439642, + "FN": 4444.116888888889, + "FP": 4243.373777777778, + "IoU": 0.4602436574228685, + "TN": 1725873.6066666667, + "TP": 17758.90266666667, + "n_pred": 22002.276444444444, + "n_ref": 22203.01955555556 + }, + "mean": { + "1": { + "Dice": 0.6907808641643699, + "FN": 3547.7333333333336, + "FP": 3269.0933333333332, + "IoU": 0.6361554886017624, + "TN": 1717298.0933333337, + "TP": 28205.079999999998, + "n_pred": 31474.173333333332, + "n_ref": 31752.813333333335 + }, + "10": { + "Dice": 0.6546593571173436, + "FN": 2896.04, + "FP": 2802.253333333333, + "IoU": 0.5399150090080045, + "TN": 1738082.22, + "TP": 8539.486666666668, + "n_pred": 11341.74, + "n_ref": 11435.526666666667 + }, + "11": { + "Dice": 0.1957568633328333, + "FN": 299.09333333333336, + "FP": 127.44666666666667, + "IoU": 0.13991452183615236, + "TN": 1751752.6333333333, + "TP": 140.82666666666665, + "n_pred": 268.2733333333333, + "n_ref": 439.9199999999999 + }, + "12": { + "Dice": 0.17766069319475886, + "FN": 440.93999999999994, + "FP": 163.19333333333333, + "IoU": 0.12332406511532842, + "TN": 1751503.6266666665, + "TP": 212.24, + "n_pred": 375.43333333333334, + "n_ref": 653.1800000000001 + }, + "13": { + "Dice": 0.41944747475661004, + "FN": 4325.613333333333, + "FP": 3006.7400000000002, + "IoU": 0.3142184684672202, + "TN": 1740003.8, + "TP": 4983.846666666666, + "n_pred": 7990.586666666667, + "n_ref": 9309.460000000001 + }, + "14": { + "Dice": 0.4464679032172854, + "FN": 6190.2733333333335, + "FP": 6390.4400000000005, + "IoU": 0.3761565063260576, + "TN": 1730083.1733333333, + "TP": 9656.113333333333, + "n_pred": 16046.553333333333, + "n_ref": 15846.386666666667 + }, + "15": { + "Dice": 0.41328984946653424, + "FN": 2943.54, + "FP": 2990.1466666666665, + "IoU": 0.3219073829018103, + "TN": 1741096.926666667, + "TP": 5289.386666666667, + "n_pred": 8279.533333333333, + "n_ref": 8232.926666666666 + }, + "2": { + "Dice": 0.6316932550008562, + "FN": 3822.2733333333335, + "FP": 3217.5466666666666, + "IoU": 0.5661392125895948, + "TN": 1730512.7933333335, + "TP": 14767.386666666667, + "n_pred": 17984.93333333333, + "n_ref": 18589.66 + }, + "3": { + "Dice": 0.6343461285166634, + "FN": 5974.153333333334, + "FP": 4313.346666666666, + "IoU": 0.5721823488637964, + "TN": 1724027.6666666665, + "TP": 18004.833333333336, + "n_pred": 22318.18, + "n_ref": 23978.986666666668 + }, + "4": { + "Dice": 0.4491118842969046, + "FN": 2223.5, + "FP": 1161.3666666666666, + "IoU": 0.3712192251432721, + "TN": 1745034.7933333335, + "TP": 3900.34, + "n_pred": 5061.706666666667, + "n_ref": 6123.840000000001 + }, + "5": { + "Dice": 0.45391502495417535, + "FN": 620.8933333333332, + "FP": 389.9866666666667, + "IoU": 0.3546352609352844, + "TN": 1749987.6266666665, + "TP": 1321.4933333333333, + "n_pred": 1711.4800000000002, + "n_ref": 1942.3866666666665 + }, + "6": { + "Dice": 0.8301993943731434, + "FN": 14947.2, + "FP": 17741.0, + "IoU": 0.7627121793890637, + "TN": 1618613.14, + "TP": 101018.66, + "n_pred": 118759.65999999999, + "n_ref": 115965.85999999999 + }, + "7": { + "Dice": 0.6616343247453634, + "FN": 15397.226666666666, + "FP": 15618.386666666667, + "IoU": 0.5738717943013196, + "TN": 1667504.94, + "TP": 53799.44666666667, + "n_pred": 69417.83333333334, + "n_ref": 69196.67333333334 + }, + "8": { + "Dice": 0.7943631064255777, + "FN": 1575.1, + "FP": 1033.8600000000001, + "IoU": 0.7178147657136104, + "TN": 1739046.7533333332, + "TP": 10664.286666666667, + "n_pred": 11698.146666666667, + "n_ref": 12239.386666666667 + }, + "9": { + "Dice": 0.6315352005970432, + "FN": 1458.1733333333334, + "FP": 1425.8, + "IoU": 0.5334886321507499, + "TN": 1743555.9133333333, + "TP": 5880.113333333333, + "n_pred": 7305.913333333333, + "n_ref": 7338.286666666667 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/loop_002/summary.json b/nnActive_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/loop_002/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e5e0b8529bc099f5b406d73e7c5fb4b4b74d4597 --- /dev/null +++ b/nnActive_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/loop_002/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.7836859919611887, + "FN": 17249.033333333336, + "FP": 13676.02533333333, + "IoU": 0.688455347798308, + "TN": 96256694.284, + "TP": 169341.49733333333, + "n_pred": 183017.5226666667, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.9329320212992017, + "FN": 7428.4, + "FP": 10676.1, + "IoU": 0.8915821976709455, + "TN": 96251996.6, + "TP": 186859.74, + "n_pred": 197535.84, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.7749653284259356, + "FN": 14859.02, + "FP": 15535.08, + "IoU": 0.6526376746298955, + "TN": 96367203.2, + "TP": 59363.54, + "n_pred": 74898.62, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.40917880266587886, + "FN": 2647.66, + "FP": 132.8, + "IoU": 0.271478966756531, + "TN": 96453127.66, + "TP": 1052.72, + "n_pred": 1185.52, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.5955092879855572, + "FN": 1998.4, + "FP": 888.68, + "IoU": 0.43822995304632006, + "TN": 96451835.5, + "TP": 2238.26, + "n_pred": 3126.94, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.6689808888662939, + "FN": 19450.48, + "FP": 15026.94, + "IoU": 0.5261683588720938, + "TN": 96384075.76, + "TP": 38407.66, + "n_pred": 53434.6, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.7675445779114995, + "FN": 36130.5, + "FP": 19433.34, + "IoU": 0.6726997020811443, + "TN": 96299169.36, + "TP": 102227.64, + "n_pred": 121660.98, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.72771718528912, + "FN": 12709.84, + "FP": 11516.86, + "IoU": 0.6125741422526133, + "TN": 96391396.94, + "TP": 41337.2, + "n_pred": 52854.06, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.9260406513846162, + "FN": 14259.72, + "FP": 8372.08, + "IoU": 0.8676092223750118, + "TN": 96291747.06, + "TP": 142581.98, + "n_pred": 150954.06, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.9291187133103898, + "FN": 10673.38, + "FP": 12384.66, + "IoU": 0.8727436581902842, + "TN": 96281173.6, + "TP": 152729.2, + "n_pred": 165113.86, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.699092538352603, + "FN": 5910.22, + "FP": 4875.58, + "IoU": 0.6037405915816192, + "TN": 96425507.76, + "TP": 20667.28, + "n_pred": 25542.86, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.7126010870338093, + "FN": 6829.4, + "FP": 2874.94, + "IoU": 0.5767504968179372, + "TN": 96436933.74, + "TP": 10322.76, + "n_pred": 13197.7, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9618992183109502, + "FN": 53989.98, + "FP": 50655.98, + "IoU": 0.9275924145391369, + "TN": 95047081.24, + "TP": 1305233.64, + "n_pred": 1355889.62, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.8427408498503536, + "FN": 51061.22, + "FP": 37129.86, + "IoU": 0.7571963323251794, + "TN": 96080906.32, + "TP": 287863.44, + "n_pred": 324993.3, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.9347100544295318, + "FN": 10831.58, + "FP": 6819.48, + "IoU": 0.8782412375000235, + "TN": 96317772.18, + "TP": 121537.6, + "n_pred": 128357.08, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.8722586743020898, + "FN": 9955.7, + "FP": 8818.0, + "IoU": 0.7775852683358829, + "TN": 96370487.34, + "TP": 67699.8, + "n_pred": 76517.8, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9357199962621868, + "FN": 2568, + "FP": 9814, + "IoU": 0.879204713962382, + "TN": 119490816, + "TP": 90122, + "n_pred": 99936, + "n_ref": 92690 + }, + "10": { + "Dice": 0.7854303289713592, + "FN": 9642, + "FP": 26251, + "IoU": 0.6466737542574764, + "TN": 119491734, + "TP": 65693, + "n_pred": 91944, + "n_ref": 75335 + }, + "11": { + "Dice": 0.5023716230150547, + "FN": 2328, + "FP": 85, + "IoU": 0.3354447810520518, + "TN": 119589689, + "TP": 1218, + "n_pred": 1303, + "n_ref": 3546 + }, + "12": { + "Dice": 0.6616096682951915, + "FN": 1892, + "FP": 740, + "IoU": 0.49433237271853986, + "TN": 119588115, + "TP": 2573, + "n_pred": 3313, + "n_ref": 4465 + }, + "13": { + "Dice": 0.5663604387686415, + "FN": 22888, + "FP": 22851, + "IoU": 0.39505078827637286, + "TN": 119517712, + "TP": 29869, + "n_pred": 52720, + "n_ref": 52757 + }, + "14": { + "Dice": 0.39050412241363214, + "FN": 186836, + "FP": 2485, + "IoU": 0.24262511501380166, + "TN": 119343350, + "TP": 60649, + "n_pred": 63134, + "n_ref": 247485 + }, + "15": { + "Dice": 0.04213506978322657, + "FN": 28890, + "FP": 151748, + "IoU": 0.021520927788701648, + "TN": 119408709, + "TP": 3973, + "n_pred": 155721, + "n_ref": 32863 + }, + "2": { + "Dice": 0.9527013351386436, + "FN": 4294, + "FP": 9260, + "IoU": 0.9096749256953978, + "TN": 119443262, + "TP": 136504, + "n_pred": 145764, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9529909266330008, + "FN": 7894, + "FP": 8136, + "IoU": 0.9102031213238178, + "TN": 119414806, + "TP": 162484, + "n_pred": 170620, + "n_ref": 170378 + }, + "4": { + "Dice": 0.8511596423100217, + "FN": 17976, + "FP": 2913, + "IoU": 0.7408859173623429, + "TN": 119512703, + "TP": 59728, + "n_pred": 62641, + "n_ref": 77704 + }, + "5": { + "Dice": 0.04918169972145513, + "FN": 62207, + "FP": 17328, + "IoU": 0.025210804980880477, + "TN": 119511728, + "TP": 2057, + "n_pred": 19385, + "n_ref": 64264 + }, + "6": { + "Dice": 0.967904817398145, + "FN": 26622, + "FP": 49997, + "IoU": 0.9378057699660127, + "TN": 118361389, + "TP": 1155312, + "n_pred": 1205309, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 84904, + "IoU": 0.0, + "TN": 119508416, + "TP": 0, + "n_pred": 84904, + "n_ref": 0 + }, + "8": { + "Dice": 0.9018103540437159, + "FN": 37658, + "FP": 16531, + "IoU": 0.8211790717243883, + "TN": 119290285, + "TP": 248846, + "n_pred": 265377, + "n_ref": 286504 + }, + "9": { + "Dice": 0.8538164629541577, + "FN": 15481, + "FP": 5425, + "IoU": 0.7449212411083591, + "TN": 119511361, + "TP": 61053, + "n_pred": 66478, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9600102074450553, + "FN": 7987, + "FP": 7057, + "IoU": 0.9230957979756671, + "TN": 72630040, + "TP": 180576, + "n_pred": 187633, + "n_ref": 188563 + }, + "10": { + "Dice": 0.7274499103453652, + "FN": 12465, + "FP": 29487, + "IoU": 0.5716473687434908, + "TN": 72727722, + "TP": 55986, + "n_pred": 85473, + "n_ref": 68451 + }, + "11": { + "Dice": 0.5695630336514315, + "FN": 1113, + "FP": 601, + "IoU": 0.3981741573033708, + "TN": 72822812, + "TP": 1134, + "n_pred": 1735, + "n_ref": 2247 + }, + "12": { + "Dice": 0.6448614834673816, + "FN": 1070, + "FP": 917, + "IoU": 0.4758638881561593, + "TN": 72821869, + "TP": 1804, + "n_pred": 2721, + "n_ref": 2874 + }, + "13": { + "Dice": 0.7228038233955394, + "FN": 14453, + "FP": 12952, + "IoU": 0.5659301496792587, + "TN": 72762525, + "TP": 35730, + "n_pred": 48682, + "n_ref": 50183 + }, + "14": { + "Dice": 0.89186575405714, + "FN": 5417, + "FP": 11914, + "IoU": 0.8048354766784532, + "TN": 72736858, + "TP": 71471, + "n_pred": 83385, + "n_ref": 76888 + }, + "15": { + "Dice": 0.7275040085515767, + "FN": 8452, + "FP": 17040, + "IoU": 0.5717141849095277, + "TN": 72766139, + "TP": 34029, + "n_pred": 51069, + "n_ref": 42481 + }, + "2": { + "Dice": 0.9606500454525133, + "FN": 6918, + "FP": 3644, + "IoU": 0.924279681977532, + "TN": 72686173, + "TP": 128925, + "n_pred": 132569, + "n_ref": 135843 + }, + "3": { + "Dice": 0.9613616888681156, + "FN": 3737, + "FP": 6183, + "IoU": 0.9255981399534988, + "TN": 72692330, + "TP": 123410, + "n_pred": 129593, + "n_ref": 127147 + }, + "4": { + "Dice": 0.8327818606109156, + "FN": 3100, + "FP": 6502, + "IoU": 0.7134757698734782, + "TN": 72792148, + "TP": 23910, + "n_pred": 30412, + "n_ref": 27010 + }, + "5": { + "Dice": 0.7484957882069796, + "FN": 2730, + "FP": 1241, + "IoU": 0.5980769230769231, + "TN": 72815780, + "TP": 5909, + "n_pred": 7150, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9581886630716321, + "FN": 45267, + "FP": 56188, + "IoU": 0.9197333808026267, + "TN": 71561685, + "TP": 1162520, + "n_pred": 1218708, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.9016240448808563, + "FN": 24890, + "FP": 21807, + "IoU": 0.8208701589639723, + "TN": 72564972, + "TP": 213991, + "n_pred": 235798, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9281342770334386, + "FN": 4888, + "FP": 3367, + "IoU": 0.8659053621611085, + "TN": 72764099, + "TP": 53306, + "n_pred": 56673, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8443539238255724, + "FN": 14349, + "FP": 9112, + "IoU": 0.7306336613201373, + "TN": 72738563, + "TP": 63636, + "n_pred": 72748, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9648114790931333, + "FN": 8834, + "FP": 9490, + "IoU": 0.9320152412894992, + "TN": 71539957, + "TP": 251207, + "n_pred": 260697, + "n_ref": 260041 + }, + "10": { + "Dice": 0.8343732119990191, + "FN": 17158, + "FP": 13237, + "IoU": 0.7158150624094245, + "TN": 71702533, + "TP": 76560, + "n_pred": 89797, + "n_ref": 93718 + }, + "11": { + "Dice": 0.45551455514555145, + "FN": 2258, + "FP": 398, + "IoU": 0.2949296522431643, + "TN": 71805721, + "TP": 1111, + "n_pred": 1509, + "n_ref": 3369 + }, + "12": { + "Dice": 0.5847994998660355, + "FN": 3235, + "FP": 1414, + "IoU": 0.41322731288653286, + "TN": 71801565, + "TP": 3274, + "n_pred": 4688, + "n_ref": 6509 + }, + "13": { + "Dice": 0.7586236529570493, + "FN": 19762, + "FP": 8326, + "IoU": 0.6111149570105362, + "TN": 71737261, + "TP": 44139, + "n_pred": 52465, + "n_ref": 63901 + }, + "14": { + "Dice": 0.8188810708344268, + "FN": 158657, + "FP": 2146, + "IoU": 0.6933095817987973, + "TN": 71285171, + "TP": 363514, + "n_pred": 365660, + "n_ref": 522171 + }, + "15": { + "Dice": 0.7572335038250775, + "FN": 68664, + "FP": 3149, + "IoU": 0.6093127760973168, + "TN": 71625676, + "TP": 111999, + "n_pred": 115148, + "n_ref": 180663 + }, + "2": { + "Dice": 0.9338579042198788, + "FN": 11339, + "FP": 7860, + "IoU": 0.875922550958419, + "TN": 71654754, + "TP": 135535, + "n_pred": 143395, + "n_ref": 146874 + }, + "3": { + "Dice": 0.9406288184854132, + "FN": 9096, + "FP": 13109, + "IoU": 0.8879124096434197, + "TN": 71611384, + "TP": 175899, + "n_pred": 189008, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7102295045171427, + "FN": 1318, + "FP": 9010, + "IoU": 0.5506634761801175, + "TN": 71786503, + "TP": 12657, + "n_pred": 21667, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8492610837438423, + "FN": 1292, + "FP": 1921, + "IoU": 0.738013698630137, + "TN": 71797224, + "TP": 9051, + "n_pred": 10972, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9706955255356792, + "FN": 38108, + "FP": 34955, + "IoU": 0.9430596578732027, + "TN": 70526338, + "TP": 1210087, + "n_pred": 1245042, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.9397559965436698, + "FN": 11643, + "FP": 17012, + "IoU": 0.8863582283701894, + "TN": 71557336, + "TP": 223497, + "n_pred": 240509, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9277851560504674, + "FN": 8582, + "FP": 2728, + "IoU": 0.8652978097495325, + "TN": 71725525, + "TP": 72653, + "n_pred": 75381, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8661984034380379, + "FN": 13177, + "FP": 9987, + "IoU": 0.7639770538907512, + "TN": 71711345, + "TP": 74979, + "n_pred": 84966, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9689923020979281, + "FN": 5678, + "FP": 7667, + "IoU": 0.9398497257291728, + "TN": 135223649, + "TP": 208516, + "n_pred": 216183, + "n_ref": 214194 + }, + "10": { + "Dice": 0.8120315616259935, + "FN": 15308, + "FP": 17019, + "IoU": 0.6835464103216712, + "TN": 135343356, + "TP": 69827, + "n_pred": 86846, + "n_ref": 85135 + }, + "11": { + "Dice": 0.3516483516483517, + "FN": 2715, + "FP": 353, + "IoU": 0.21333333333333335, + "TN": 135441610, + "TP": 832, + "n_pred": 1185, + "n_ref": 3547 + }, + "12": { + "Dice": 0.4512874966817096, + "FN": 3808, + "FP": 326, + "IoU": 0.29139526911210145, + "TN": 135439676, + "TP": 1700, + "n_pred": 2026, + "n_ref": 5508 + }, + "13": { + "Dice": 0.7181245672458703, + "FN": 7903, + "FP": 17744, + "IoU": 0.5602140027779207, + "TN": 135387193, + "TP": 32670, + "n_pred": 50414, + "n_ref": 40573 + }, + "14": { + "Dice": 0.9030773474682505, + "FN": 13702, + "FP": 14055, + "IoU": 0.8232826128477749, + "TN": 135288440, + "TP": 129313, + "n_pred": 143368, + "n_ref": 143015 + }, + "15": { + "Dice": 0.7385457523382613, + "FN": 17029, + "FP": 7235, + "IoU": 0.5854716916663819, + "TN": 135386976, + "TP": 34270, + "n_pred": 41505, + "n_ref": 51299 + }, + "2": { + "Dice": 0.9180115189799647, + "FN": 28391, + "FP": 3966, + "IoU": 0.8484485140863212, + "TN": 135232005, + "TP": 181148, + "n_pred": 185114, + "n_ref": 209539 + }, + "3": { + "Dice": 0.9108490036763978, + "FN": 19865, + "FP": 20656, + "IoU": 0.8362926781970015, + "TN": 135197989, + "TP": 207000, + "n_pred": 227656, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8526657652306876, + "FN": 3104, + "FP": 8555, + "IoU": 0.7431712045114107, + "TN": 135400114, + "TP": 33737, + "n_pred": 42292, + "n_ref": 36841 + }, + "5": { + "Dice": 0.6149144010068119, + "FN": 12653, + "FP": 6624, + "IoU": 0.44395407868928116, + "TN": 135410842, + "TP": 15391, + "n_pred": 22015, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9608866609673941, + "FN": 46084, + "FP": 85500, + "IoU": 0.9247178578825296, + "TN": 133697632, + "TP": 1616294, + "n_pred": 1701794, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.8442818635062955, + "FN": 20908, + "FP": 44775, + "IoU": 0.7305257543744487, + "TN": 135201765, + "TP": 178062, + "n_pred": 222837, + "n_ref": 198970 + }, + "8": { + "Dice": 0.9008923747466286, + "FN": 41180, + "FP": 13484, + "IoU": 0.8196580153276171, + "TN": 135142397, + "TP": 248449, + "n_pred": 261933, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8421828746244676, + "FN": 21504, + "FP": 7178, + "IoU": 0.7273885108162567, + "TN": 135340298, + "TP": 76530, + "n_pred": 83708, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9232137979178681, + "FN": 12877, + "FP": 27601, + "IoU": 0.8573789264133326, + "TN": 105470190, + "TP": 243337, + "n_pred": 270938, + "n_ref": 256214 + }, + "10": { + "Dice": 0.4356026719150713, + "FN": 31270, + "FP": 44436, + "IoU": 0.2784475939039849, + "TN": 105649084, + "TP": 29215, + "n_pred": 73651, + "n_ref": 60485 + }, + "11": { + "Dice": 0.5413978494623656, + "FN": 1462, + "FP": 244, + "IoU": 0.3711758201253225, + "TN": 105751292, + "TP": 1007, + "n_pred": 1251, + "n_ref": 2469 + }, + "12": { + "Dice": 0.620159151193634, + "FN": 2066, + "FP": 798, + "IoU": 0.44944252210688196, + "TN": 105748803, + "TP": 2338, + "n_pred": 3136, + "n_ref": 4404 + }, + "13": { + "Dice": 0.5440060347614576, + "FN": 45565, + "FP": 13675, + "IoU": 0.37363206699303214, + "TN": 105659428, + "TP": 35337, + "n_pred": 49012, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9454495894238305, + "FN": 16539, + "FP": 4274, + "IoU": 0.8965428109854604, + "TN": 105552830, + "TP": 180362, + "n_pred": 184636, + "n_ref": 196901 + }, + "15": { + "Dice": 0.8300731775963974, + "FN": 4338, + "FP": 5322, + "IoU": 0.7095086305406868, + "TN": 105720751, + "TP": 23594, + "n_pred": 28916, + "n_ref": 27932 + }, + "2": { + "Dice": 0.9346855290070964, + "FN": 10772, + "FP": 9090, + "IoU": 0.8773799234473392, + "TN": 105592025, + "TP": 142118, + "n_pred": 151208, + "n_ref": 152890 + }, + "3": { + "Dice": 0.9516150090085386, + "FN": 7462, + "FP": 9215, + "IoU": 0.9076961394769614, + "TN": 105573330, + "TP": 163998, + "n_pred": 173213, + "n_ref": 171460 + }, + "4": { + "Dice": 0.559239308353918, + "FN": 22063, + "FP": 7557, + "IoU": 0.38815558447460285, + "TN": 105705594, + "TP": 18791, + "n_pred": 26348, + "n_ref": 40854 + }, + "5": { + "Dice": 0.7606768734891217, + "FN": 2925, + "FP": 3015, + "IoU": 0.6137841352405722, + "TN": 105738625, + "TP": 9440, + "n_pred": 12455, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9590123220405611, + "FN": 74079, + "FP": 50936, + "IoU": 0.9212523282892577, + "TN": 104166466, + "TP": 1462524, + "n_pred": 1513460, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.856248818334932, + "FN": 21561, + "FP": 61314, + "IoU": 0.7486320731825682, + "TN": 105424309, + "TP": 246821, + "n_pred": 308135, + "n_ref": 268382 + }, + "8": { + "Dice": 0.8996319549686079, + "FN": 5560, + "FP": 12984, + "IoU": 0.8175736827607917, + "TN": 105652353, + "TP": 83108, + "n_pred": 96092, + "n_ref": 88668 + }, + "9": { + "Dice": 0.8247394957983193, + "FN": 13467, + "FP": 12603, + "IoU": 0.7017503718110056, + "TN": 105666595, + "TP": 61340, + "n_pred": 73943, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9666229642851502, + "FN": 8477, + "FP": 8427, + "IoU": 0.9354020177315806, + "TN": 96876200, + "TP": 244776, + "n_pred": 253203, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8254219321927224, + "FN": 12901, + "FP": 29261, + "IoU": 0.7027390982479642, + "TN": 96996045, + "TP": 99673, + "n_pred": 128934, + "n_ref": 112574 + }, + "11": { + "Dice": 0.23532301645787276, + "FN": 3082, + "FP": 31, + "IoU": 0.13335189309576836, + "TN": 97134288, + "TP": 479, + "n_pred": 510, + "n_ref": 3561 + }, + "12": { + "Dice": 0.7260532383148187, + "FN": 1054, + "FP": 1560, + "IoU": 0.5699243172096085, + "TN": 97131802, + "TP": 3464, + "n_pred": 5024, + "n_ref": 4518 + }, + "13": { + "Dice": 0.729839478400122, + "FN": 11614, + "FP": 16728, + "IoU": 0.5746041275797373, + "TN": 97071255, + "TP": 38283, + "n_pred": 55011, + "n_ref": 49897 + }, + "14": { + "Dice": 0.9421607871444397, + "FN": 20386, + "FP": 9582, + "IoU": 0.8906464949442979, + "TN": 96863833, + "TP": 244079, + "n_pred": 253661, + "n_ref": 264465 + }, + "15": { + "Dice": 0.7702785076195481, + "FN": 4049, + "FP": 6880, + "IoU": 0.6263845207165322, + "TN": 97108628, + "TP": 18323, + "n_pred": 25203, + "n_ref": 22372 + }, + "2": { + "Dice": 0.9402229632747326, + "FN": 7320, + "FP": 9297, + "IoU": 0.8871894093686354, + "TN": 96990580, + "TP": 130683, + "n_pred": 139980, + "n_ref": 138003 + }, + "3": { + "Dice": 0.9411218991459943, + "FN": 10353, + "FP": 8179, + "IoU": 0.8887915411480899, + "TN": 96971238, + "TP": 148110, + "n_pred": 156289, + "n_ref": 158463 + }, + "4": { + "Dice": 0.8943777616008397, + "FN": 1081, + "FP": 5158, + "IoU": 0.808936118086605, + "TN": 97105226, + "TP": 26415, + "n_pred": 31573, + "n_ref": 27496 + }, + "5": { + "Dice": 0.8199890320811626, + "FN": 2671, + "FP": 2581, + "IoU": 0.6948995004066457, + "TN": 97120666, + "TP": 11962, + "n_pred": 14543, + "n_ref": 14633 + }, + "6": { + "Dice": 0.973652769664742, + "FN": 47711, + "FP": 30906, + "IoU": 0.948658252184981, + "TN": 95606631, + "TP": 1452632, + "n_pred": 1483538, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.9396901366658766, + "FN": 10399, + "FP": 20902, + "IoU": 0.8862410594871198, + "TN": 96862728, + "TP": 243851, + "n_pred": 264753, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9315640165990668, + "FN": 8854, + "FP": 8660, + "IoU": 0.8718950232598964, + "TN": 97001164, + "TP": 119202, + "n_pred": 127862, + "n_ref": 128056 + }, + "9": { + "Dice": 0.8314380959351649, + "FN": 6102, + "FP": 19231, + "IoU": 0.7115053922629283, + "TN": 97050069, + "TP": 62478, + "n_pred": 81709, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9623189546820828, + "FN": 2388, + "FP": 11013, + "IoU": 0.9273745136081335, + "TN": 130582270, + "TP": 171121, + "n_pred": 182134, + "n_ref": 173509 + }, + "10": { + "Dice": 0.8300664102595813, + "FN": 10128, + "FP": 17354, + "IoU": 0.7094987420984757, + "TN": 130672190, + "TP": 67120, + "n_pred": 84474, + "n_ref": 77248 + }, + "11": { + "Dice": 0.45633065270245, + "FN": 2829, + "FP": 78, + "IoU": 0.2956142476375091, + "TN": 130762665, + "TP": 1220, + "n_pred": 1298, + "n_ref": 4049 + }, + "12": { + "Dice": 0.6686633039092056, + "FN": 1207, + "FP": 895, + "IoU": 0.5022495856026521, + "TN": 130762569, + "TP": 2121, + "n_pred": 3016, + "n_ref": 3328 + }, + "13": { + "Dice": 0.7550460579788675, + "FN": 16777, + "FP": 12155, + "IoU": 0.6064851337014772, + "TN": 130693270, + "TP": 44590, + "n_pred": 56745, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9505208010799965, + "FN": 5935, + "FP": 10045, + "IoU": 0.9057071374622356, + "TN": 130597320, + "TP": 153492, + "n_pred": 163537, + "n_ref": 159427 + }, + "15": { + "Dice": 0.8706560490454136, + "FN": 2659, + "FP": 5105, + "IoU": 0.7709396666174952, + "TN": 130732897, + "TP": 26131, + "n_pred": 31236, + "n_ref": 28790 + }, + "2": { + "Dice": 0.8806812739463602, + "FN": 19222, + "FP": 20640, + "IoU": 0.7868011616774794, + "TN": 130579821, + "TP": 147109, + "n_pred": 167749, + "n_ref": 166331 + }, + "3": { + "Dice": 0.8780515745491598, + "FN": 20420, + "FP": 20032, + "IoU": 0.7826131349988984, + "TN": 130580709, + "TP": 145631, + "n_pred": 165663, + "n_ref": 166051 + }, + "4": { + "Dice": 0.8742459242517409, + "FN": 3633, + "FP": 3934, + "IoU": 0.7765869501033363, + "TN": 130732922, + "TP": 26303, + "n_pred": 30237, + "n_ref": 29936 + }, + "5": { + "Dice": 0.6670079796624532, + "FN": 12418, + "FP": 6444, + "IoU": 0.5003840754377136, + "TN": 130729039, + "TP": 18891, + "n_pred": 25335, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9633951656827331, + "FN": 29076, + "FP": 70323, + "IoU": 0.9293755284454644, + "TN": 129359362, + "TP": 1308031, + "n_pred": 1378354, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.9458599193252658, + "FN": 26407, + "FP": 21576, + "IoU": 0.8972810508446275, + "TN": 130299663, + "TP": 419146, + "n_pred": 440722, + "n_ref": 445553 + }, + "8": { + "Dice": 0.9062402411655224, + "FN": 12569, + "FP": 32467, + "IoU": 0.8285551135390297, + "TN": 130504107, + "TP": 217649, + "n_pred": 250116, + "n_ref": 230218 + }, + "9": { + "Dice": 0.880799544154947, + "FN": 14692, + "FP": 8947, + "IoU": 0.7869899798154556, + "TN": 130655816, + "TP": 87337, + "n_pred": 96284, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9079061088892519, + "FN": 9131, + "FP": 29762, + "IoU": 0.8313443709183629, + "TN": 72005402, + "TP": 191713, + "n_pred": 221475, + "n_ref": 200844 + }, + "10": { + "Dice": 0.5511096618264822, + "FN": 33932, + "FP": 12872, + "IoU": 0.38036671741576755, + "TN": 72160473, + "TP": 28731, + "n_pred": 41603, + "n_ref": 62663 + }, + "11": { + "Dice": 0.35802842455397643, + "FN": 2095, + "FP": 28, + "IoU": 0.21804788213627993, + "TN": 72233293, + "TP": 592, + "n_pred": 620, + "n_ref": 2687 + }, + "12": { + "Dice": 0.5000858074480865, + "FN": 2614, + "FP": 299, + "IoU": 0.3334096109839817, + "TN": 72231638, + "TP": 1457, + "n_pred": 1756, + "n_ref": 4071 + }, + "13": { + "Dice": 0.4836222307206574, + "FN": 43249, + "FP": 14812, + "IoU": 0.3189325513196481, + "TN": 72150758, + "TP": 27189, + "n_pred": 42001, + "n_ref": 70438 + }, + "14": { + "Dice": 0.3177357667153585, + "FN": 21424, + "FP": 203700, + "IoU": 0.1888738763083464, + "TN": 71958463, + "TP": 52421, + "n_pred": 256121, + "n_ref": 73845 + }, + "15": { + "Dice": 0.6918176478561424, + "FN": 5348, + "FP": 15115, + "IoU": 0.5288388478275886, + "TN": 72192577, + "TP": 22968, + "n_pred": 38083, + "n_ref": 28316 + }, + "2": { + "Dice": 0.9346823142117799, + "FN": 9182, + "FP": 7326, + "IoU": 0.8773742581023763, + "TN": 72101387, + "TP": 118113, + "n_pred": 125439, + "n_ref": 127295 + }, + "3": { + "Dice": 0.9095183599655265, + "FN": 7309, + "FP": 24712, + "IoU": 0.8340519698587258, + "TN": 72043050, + "TP": 160937, + "n_pred": 185649, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 7079, + "IoU": 0.0, + "TN": 72228929, + "TP": 0, + "n_pred": 7079, + "n_ref": 0 + }, + "5": { + "Dice": 0.7701006229036895, + "FN": 191, + "FP": 4607, + "IoU": 0.6261492909459249, + "TN": 72223174, + "TP": 8036, + "n_pred": 12643, + "n_ref": 8227 + }, + "6": { + "Dice": 0.9357153756052178, + "FN": 61477, + "FP": 137800, + "IoU": 0.8791965552798653, + "TN": 70586411, + "TP": 1450320, + "n_pred": 1588120, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.5620066042382843, + "FN": 123623, + "FP": 212487, + "IoU": 0.39082697173347253, + "TN": 71684260, + "TP": 215638, + "n_pred": 428125, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9315473098330241, + "FN": 4816, + "FP": 4408, + "IoU": 0.8718657535388334, + "TN": 72164021, + "TP": 62763, + "n_pred": 67171, + "n_ref": 67579 + }, + "9": { + "Dice": 0.6693137853797597, + "FN": 20037, + "FP": 9195, + "IoU": 0.5029839326702372, + "TN": 72177193, + "TP": 29583, + "n_pred": 38778, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9149726800606733, + "FN": 7860, + "FP": 7219, + "IoU": 0.8432715593851015, + "TN": 52456909, + "TP": 81132, + "n_pred": 88351, + "n_ref": 88992 + }, + "10": { + "Dice": 0.21452063397623417, + "FN": 40694, + "FP": 6833, + "IoU": 0.12014736101597645, + "TN": 52499103, + "TP": 6490, + "n_pred": 13323, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0, + "FN": 2042, + "FP": 0, + "IoU": 0.0, + "TN": 52551078, + "TP": 0, + "n_pred": 0, + "n_ref": 2042 + }, + "12": { + "Dice": 0.15885947046843177, + "FN": 3559, + "FP": 1810, + "IoU": 0.08628318584070796, + "TN": 52547244, + "TP": 507, + "n_pred": 2317, + "n_ref": 4066 + }, + "13": { + "Dice": 0.47880971640071573, + "FN": 11848, + "FP": 9415, + "IoU": 0.3147599097647438, + "TN": 52522090, + "TP": 9767, + "n_pred": 19182, + "n_ref": 21615 + }, + "14": { + "Dice": 0.37349057744227593, + "FN": 41934, + "FP": 4709, + "IoU": 0.2296270604168731, + "TN": 52492574, + "TP": 13903, + "n_pred": 18612, + "n_ref": 55837 + }, + "15": { + "Dice": 0.14093147146662363, + "FN": 20904, + "FP": 32311, + "IoU": 0.07580757207363668, + "TN": 52495540, + "TP": 4365, + "n_pred": 36676, + "n_ref": 25269 + }, + "2": { + "Dice": 0.7850113925304626, + "FN": 39986, + "FP": 12098, + "IoU": 0.6461059698044491, + "TN": 52405946, + "TP": 95090, + "n_pred": 107188, + "n_ref": 135076 + }, + "3": { + "Dice": 0.8351973422982237, + "FN": 16888, + "FP": 32918, + "IoU": 0.717029049320781, + "TN": 52377109, + "TP": 126205, + "n_pred": 159123, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 660, + "IoU": 0.0, + "TN": 52550580, + "TP": 0, + "n_pred": 660, + "n_ref": 1880 + }, + "5": { + "Dice": 0.7216606011591858, + "FN": 928, + "FP": 3202, + "IoU": 0.5645297342893294, + "TN": 52543636, + "TP": 5354, + "n_pred": 8556, + "n_ref": 6282 + }, + "6": { + "Dice": 0.9250259033909478, + "FN": 63522, + "FP": 51457, + "IoU": 0.8605099474572385, + "TN": 51728839, + "TP": 709302, + "n_pred": 760759, + "n_ref": 772824 + }, + "7": { + "Dice": 0.5432769126607989, + "FN": 112822, + "FP": 22094, + "IoU": 0.3729445337844747, + "TN": 52337962, + "TP": 80242, + "n_pred": 102336, + "n_ref": 193064 + }, + "8": { + "Dice": 0.8905984632191611, + "FN": 11026, + "FP": 891, + "IoU": 0.8027737781970442, + "TN": 52492697, + "TP": 48506, + "n_pred": 49397, + "n_ref": 59532 + }, + "9": { + "Dice": 0.8410352312573051, + "FN": 15128, + "FP": 8673, + "IoU": 0.7256779963809458, + "TN": 52466357, + "TP": 62962, + "n_pred": 71635, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9732441297714288, + "FN": 11889, + "FP": 3552, + "IoU": 0.9478827031734138, + "TN": 143840976, + "TP": 280833, + "n_pred": 284385, + "n_ref": 292722 + }, + "10": { + "Dice": 0.865488985305263, + "FN": 13201, + "FP": 13244, + "IoU": 0.7628740259856711, + "TN": 144025727, + "TP": 85078, + "n_pred": 98322, + "n_ref": 98279 + }, + "11": { + "Dice": 0.31361170682477607, + "FN": 5376, + "FP": 65, + "IoU": 0.185966487133453, + "TN": 144130566, + "TP": 1243, + "n_pred": 1308, + "n_ref": 6619 + }, + "12": { + "Dice": 0.5140052669379938, + "FN": 3499, + "FP": 561, + "IoU": 0.34589979055904624, + "TN": 144131043, + "TP": 2147, + "n_pred": 2708, + "n_ref": 5646 + }, + "13": { + "Dice": 0.8391809959248584, + "FN": 19871, + "FP": 12489, + "IoU": 0.7229214830036819, + "TN": 144020460, + "TP": 84430, + "n_pred": 96919, + "n_ref": 104301 + }, + "14": { + "Dice": 0.9435350177332947, + "FN": 36446, + "FP": 8275, + "IoU": 0.8931058137950652, + "TN": 143718883, + "TP": 373646, + "n_pred": 381921, + "n_ref": 410092 + }, + "15": { + "Dice": 0.7971066362763012, + "FN": 1508, + "FP": 9263, + "IoU": 0.6626577719314729, + "TN": 144105321, + "TP": 21158, + "n_pred": 30421, + "n_ref": 22666 + }, + "2": { + "Dice": 0.9607557564576973, + "FN": 4454, + "FP": 6459, + "IoU": 0.9244754180046506, + "TN": 143992754, + "TP": 133583, + "n_pred": 140042, + "n_ref": 138037 + }, + "3": { + "Dice": 0.9624102015102506, + "FN": 6536, + "FP": 6561, + "IoU": 0.9275440091171622, + "TN": 143956492, + "TP": 167661, + "n_pred": 174222, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9191826371981546, + "FN": 2656, + "FP": 5875, + "IoU": 0.8504513980191077, + "TN": 144080205, + "TP": 48514, + "n_pred": 54389, + "n_ref": 51170 + }, + "5": { + "Dice": 0.7515288943860372, + "FN": 10258, + "FP": 4206, + "IoU": 0.6019593813638615, + "TN": 144100912, + "TP": 21874, + "n_pred": 26080, + "n_ref": 32132 + }, + "6": { + "Dice": 0.9733720883499337, + "FN": 38658, + "FP": 33559, + "IoU": 0.9481254866580278, + "TN": 142745102, + "TP": 1319931, + "n_pred": 1353490, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.9388139150536872, + "FN": 17580, + "FP": 12593, + "IoU": 0.8846835897788683, + "TN": 143875596, + "TP": 231481, + "n_pred": 244074, + "n_ref": 249061 + }, + "8": { + "Dice": 0.9049517459802545, + "FN": 17104, + "FP": 27432, + "IoU": 0.8264035330482676, + "TN": 143880701, + "TP": 212013, + "n_pred": 239445, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8808464991303805, + "FN": 9882, + "FP": 13000, + "IoU": 0.7870649544016378, + "TN": 144029790, + "TP": 84578, + "n_pred": 97578, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9651819264109528, + "FN": 6467, + "FP": 8507, + "IoU": 0.9327068699751482, + "TN": 111556401, + "TP": 207545, + "n_pred": 216052, + "n_ref": 214012 + }, + "10": { + "Dice": 0.6580016246953696, + "FN": 18867, + "FP": 9340, + "IoU": 0.49031476997578693, + "TN": 111723578, + "TP": 27135, + "n_pred": 36475, + "n_ref": 46002 + }, + "11": { + "Dice": 0.3700534759358289, + "FN": 2930, + "FP": 15, + "IoU": 0.22703412073490814, + "TN": 111775110, + "TP": 865, + "n_pred": 880, + "n_ref": 3795 + }, + "12": { + "Dice": 0.5619958171496863, + "FN": 2779, + "FP": 153, + "IoU": 0.39081653854145026, + "TN": 111774107, + "TP": 1881, + "n_pred": 2034, + "n_ref": 4660 + }, + "13": { + "Dice": 0.743377308707124, + "FN": 10682, + "FP": 18496, + "IoU": 0.5915676311258556, + "TN": 111707481, + "TP": 42261, + "n_pred": 60757, + "n_ref": 52943 + }, + "14": { + "Dice": 0.8710807588529357, + "FN": 8685, + "FP": 15969, + "IoU": 0.7716059104173422, + "TN": 111670975, + "TP": 83291, + "n_pred": 99260, + "n_ref": 91976 + }, + "15": { + "Dice": 0.619918784275966, + "FN": 3328, + "FP": 5751, + "IoU": 0.4491900746223382, + "TN": 111762437, + "TP": 7404, + "n_pred": 13155, + "n_ref": 10732 + }, + "2": { + "Dice": 0.9441623605929413, + "FN": 17012, + "FP": 5378, + "IoU": 0.8942306329628178, + "TN": 111567233, + "TP": 189297, + "n_pred": 194675, + "n_ref": 206309 + }, + "3": { + "Dice": 0.880676276146093, + "FN": 2494, + "FP": 14021, + "IoU": 0.7867931835786213, + "TN": 111701460, + "TP": 60945, + "n_pred": 74966, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8540099732760283, + "FN": 3180, + "FP": 2119, + "IoU": 0.7452158861428984, + "TN": 111758122, + "TP": 15499, + "n_pred": 17618, + "n_ref": 18679 + }, + "5": { + "Dice": 0.6425416539117506, + "FN": 11723, + "FP": 4625, + "IoU": 0.47334170935214714, + "TN": 111747879, + "TP": 14693, + "n_pred": 19318, + "n_ref": 26416 + }, + "6": { + "Dice": 0.970085284799201, + "FN": 26545, + "FP": 47971, + "IoU": 0.9419083643348728, + "TN": 110496188, + "TP": 1208216, + "n_pred": 1256187, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.9170335106919562, + "FN": 24764, + "FP": 13891, + "IoU": 0.8467792122338802, + "TN": 111526637, + "TP": 213628, + "n_pred": 227519, + "n_ref": 238392 + }, + "8": { + "Dice": 0.9044152484376292, + "FN": 36724, + "FP": 14116, + "IoU": 0.825509160425862, + "TN": 111487558, + "TP": 240522, + "n_pred": 254638, + "n_ref": 277246 + }, + "9": { + "Dice": 0.8502043636316676, + "FN": 14503, + "FP": 8696, + "IoU": 0.7394395462458584, + "TN": 111689885, + "TP": 65836, + "n_pred": 74532, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9048326367059312, + "FN": 8240, + "FP": 24820, + "IoU": 0.8262048952813525, + "TN": 198897651, + "TP": 157164, + "n_pred": 181984, + "n_ref": 165404 + }, + "10": { + "Dice": 0.7594622154051808, + "FN": 18812, + "FP": 9259, + "IoU": 0.6122040173514215, + "TN": 199015489, + "TP": 44315, + "n_pred": 53574, + "n_ref": 63127 + }, + "11": { + "Dice": 0.5863022113022113, + "FN": 2526, + "FP": 168, + "IoU": 0.4147295242233326, + "TN": 199083272, + "TP": 1909, + "n_pred": 2077, + "n_ref": 4435 + }, + "12": { + "Dice": 0.6839186691312384, + "FN": 1115, + "FP": 937, + "IoU": 0.5196629213483146, + "TN": 199083603, + "TP": 2220, + "n_pred": 3157, + "n_ref": 3335 + }, + "13": { + "Dice": 0.366790141045733, + "FN": 25296, + "FP": 10260, + "IoU": 0.22458237013128626, + "TN": 199042021, + "TP": 10298, + "n_pred": 20558, + "n_ref": 35594 + }, + "14": { + "Dice": 0.579043919283479, + "FN": 25484, + "FP": 5724, + "IoU": 0.4075030376670717, + "TN": 199035203, + "TP": 21464, + "n_pred": 27188, + "n_ref": 46948 + }, + "15": { + "Dice": 0.8154530764870604, + "FN": 42177, + "FP": 1451, + "IoU": 0.6884092645892999, + "TN": 198947858, + "TP": 96389, + "n_pred": 97840, + "n_ref": 138566 + }, + "2": { + "Dice": 0.9330530678264888, + "FN": 4401, + "FP": 13562, + "IoU": 0.8745074751991058, + "TN": 198944735, + "TP": 125177, + "n_pred": 138739, + "n_ref": 129578 + }, + "3": { + "Dice": 0.956905716514577, + "FN": 6967, + "FP": 4910, + "IoU": 0.9173722180866976, + "TN": 198944134, + "TP": 131864, + "n_pred": 136774, + "n_ref": 138831 + }, + "4": { + "Dice": 0.8330822873082288, + "FN": 2187, + "FP": 3797, + "IoU": 0.7139169096906822, + "TN": 199066958, + "TP": 14933, + "n_pred": 18730, + "n_ref": 17120 + }, + "5": { + "Dice": 0.6824153810130863, + "FN": 6953, + "FP": 5254, + "IoU": 0.5179290735328963, + "TN": 199062553, + "TP": 13115, + "n_pred": 18369, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9608569389734193, + "FN": 52220, + "FP": 37630, + "IoU": 0.9246628063167532, + "TN": 197895237, + "TP": 1102788, + "n_pred": 1140418, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.8877278204548877, + "FN": 14729, + "FP": 21049, + "IoU": 0.7981210325856961, + "TN": 198910650, + "TP": 141447, + "n_pred": 162496, + "n_ref": 156176 + }, + "8": { + "Dice": 0.9063901788052764, + "FN": 9343, + "FP": 13174, + "IoU": 0.8288058146872552, + "TN": 198956346, + "TP": 109012, + "n_pred": 122186, + "n_ref": 118355 + }, + "9": { + "Dice": 0.9080834762339207, + "FN": 8344, + "FP": 10899, + "IoU": 0.8316418485012861, + "TN": 198973577, + "TP": 95055, + "n_pred": 105954, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.94217004048583, + "FN": 9838, + "FP": 11588, + "IoU": 0.89066303332772, + "TN": 130879229, + "TP": 174537, + "n_pred": 186125, + "n_ref": 184375 + }, + "10": { + "Dice": 0.808626774548632, + "FN": 11464, + "FP": 22264, + "IoU": 0.6787350573891509, + "TN": 130970207, + "TP": 71257, + "n_pred": 93521, + "n_ref": 82721 + }, + "11": { + "Dice": 0.41581204549692335, + "FN": 2956, + "FP": 177, + "IoU": 0.2624764595103578, + "TN": 131070944, + "TP": 1115, + "n_pred": 1292, + "n_ref": 4071 + }, + "12": { + "Dice": 0.7003405221339387, + "FN": 933, + "FP": 2235, + "IoU": 0.5388646288209606, + "TN": 131068322, + "TP": 3702, + "n_pred": 5937, + "n_ref": 4635 + }, + "13": { + "Dice": 0.6282414739215725, + "FN": 41959, + "FP": 15084, + "IoU": 0.4579825544934532, + "TN": 130969950, + "TP": 48199, + "n_pred": 63283, + "n_ref": 90158 + }, + "14": { + "Dice": 0.8057295261467148, + "FN": 9334, + "FP": 13465, + "IoU": 0.6746625189075031, + "TN": 131005114, + "TP": 47279, + "n_pred": 60744, + "n_ref": 56613 + }, + "15": { + "Dice": 0.7739511951752777, + "FN": 1207, + "FP": 14198, + "IoU": 0.6312564329655074, + "TN": 131033415, + "TP": 26372, + "n_pred": 40570, + "n_ref": 27579 + }, + "2": { + "Dice": 0.9314525016530747, + "FN": 10233, + "FP": 11848, + "IoU": 0.8716996699669967, + "TN": 130903088, + "TP": 150023, + "n_pred": 161871, + "n_ref": 160256 + }, + "3": { + "Dice": 0.8993684547926819, + "FN": 10494, + "FP": 29692, + "IoU": 0.8171385407850311, + "TN": 130855430, + "TP": 179576, + "n_pred": 209268, + "n_ref": 190070 + }, + "4": { + "Dice": 0.8678735398384378, + "FN": 13346, + "FP": 4842, + "IoU": 0.7665870999204333, + "TN": 130997270, + "TP": 59734, + "n_pred": 64576, + "n_ref": 73080 + }, + "5": { + "Dice": 0.7478727829671369, + "FN": 4811, + "FP": 1856, + "IoU": 0.5972817879794624, + "TN": 131058637, + "TP": 9888, + "n_pred": 11744, + "n_ref": 14699 + }, + "6": { + "Dice": 0.9663651156503383, + "FN": 43549, + "FP": 55606, + "IoU": 0.9349192159457274, + "TN": 129551624, + "TP": 1424413, + "n_pred": 1480019, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.8256473498118216, + "FN": 66822, + "FP": 233188, + "IoU": 0.7030659399282829, + "TN": 130064833, + "TP": 710349, + "n_pred": 943537, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9203289953474224, + "FN": 10193, + "FP": 10236, + "IoU": 0.8524161447158348, + "TN": 130936769, + "TP": 117994, + "n_pred": 128230, + "n_ref": 128187 + }, + "9": { + "Dice": 0.7258312273921015, + "FN": 21599, + "FP": 11599, + "IoU": 0.5696507738974877, + "TN": 130998050, + "TP": 43944, + "n_pred": 55543, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9737345888215143, + "FN": 2925, + "FP": 8545, + "IoU": 0.9488136092430037, + "TN": 101393117, + "TP": 212613, + "n_pred": 221158, + "n_ref": 215538 + }, + "10": { + "Dice": 0.8165528826481167, + "FN": 7908, + "FP": 9128, + "IoU": 0.6899783443431421, + "TN": 101562249, + "TP": 37915, + "n_pred": 47043, + "n_ref": 45823 + }, + "11": { + "Dice": 0.5503050943663971, + "FN": 3020, + "FP": 149, + "IoU": 0.379600626468285, + "TN": 101612092, + "TP": 1939, + "n_pred": 2088, + "n_ref": 4959 + }, + "12": { + "Dice": 0.6318520189487932, + "FN": 2689, + "FP": 575, + "IoU": 0.46183017312448477, + "TN": 101611135, + "TP": 2801, + "n_pred": 3376, + "n_ref": 5490 + }, + "13": { + "Dice": 0.8375501281587475, + "FN": 5678, + "FP": 15427, + "IoU": 0.7205042973871356, + "TN": 101541689, + "TP": 54406, + "n_pred": 69833, + "n_ref": 60084 + }, + "14": { + "Dice": 0.9166685652230044, + "FN": 1417, + "FP": 9556, + "IoU": 0.8461570815691333, + "TN": 101545874, + "TP": 60353, + "n_pred": 69909, + "n_ref": 61770 + }, + "15": { + "Dice": 0.8528486828670615, + "FN": 1943, + "FP": 8866, + "IoU": 0.7434491597835374, + "TN": 101575068, + "TP": 31323, + "n_pred": 40189, + "n_ref": 33266 + }, + "2": { + "Dice": 0.9436375615054516, + "FN": 13358, + "FP": 5634, + "IoU": 0.8932895823617658, + "TN": 101439223, + "TP": 158985, + "n_pred": 164619, + "n_ref": 172343 + }, + "3": { + "Dice": 0.947585771452462, + "FN": 6387, + "FP": 12042, + "IoU": 0.9003923984952653, + "TN": 101432184, + "TP": 166587, + "n_pred": 178629, + "n_ref": 172974 + }, + "4": { + "Dice": 0.6987569672800206, + "FN": 1232, + "FP": 11685, + "IoU": 0.5369918990608645, + "TN": 101589302, + "TP": 14981, + "n_pred": 26666, + "n_ref": 16213 + }, + "5": { + "Dice": 0.794333309603474, + "FN": 8055, + "FP": 3501, + "IoU": 0.658833254605574, + "TN": 101583328, + "TP": 22316, + "n_pred": 25817, + "n_ref": 30371 + }, + "6": { + "Dice": 0.9781411035130569, + "FN": 47734, + "FP": 18681, + "IoU": 0.9572173877193966, + "TN": 100064817, + "TP": 1485968, + "n_pred": 1504649, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.9477484228692071, + "FN": 33245, + "FP": 10264, + "IoU": 0.900686150980607, + "TN": 101179104, + "TP": 394587, + "n_pred": 404851, + "n_ref": 427832 + }, + "8": { + "Dice": 0.9437463624788438, + "FN": 20332, + "FP": 4895, + "IoU": 0.893484603464801, + "TN": 101380361, + "TP": 211612, + "n_pred": 216507, + "n_ref": 231944 + }, + "9": { + "Dice": 0.9278901777418098, + "FN": 3605, + "FP": 8424, + "IoU": 0.8654805305182169, + "TN": 101527778, + "TP": 77393, + "n_pred": 85817, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9688756430185033, + "FN": 8082, + "FP": 4993, + "IoU": 0.9396302555152322, + "TN": 118965630, + "TP": 203507, + "n_pred": 208500, + "n_ref": 211589 + }, + "10": { + "Dice": 0.8441828709086898, + "FN": 9962, + "FP": 16169, + "IoU": 0.730377539544146, + "TN": 119085295, + "TP": 70786, + "n_pred": 86955, + "n_ref": 80748 + }, + "11": { + "Dice": 0.3482786228983187, + "FN": 3168, + "FP": 88, + "IoU": 0.2108579738245274, + "TN": 119178086, + "TP": 870, + "n_pred": 958, + "n_ref": 4038 + }, + "12": { + "Dice": 0.6460188754486242, + "FN": 1705, + "FP": 958, + "IoU": 0.47712546632633024, + "TN": 119177119, + "TP": 2430, + "n_pred": 3388, + "n_ref": 4135 + }, + "13": { + "Dice": 0.6945564231951061, + "FN": 8437, + "FP": 13233, + "IoU": 0.5320462986956898, + "TN": 119135904, + "TP": 24638, + "n_pred": 37871, + "n_ref": 33075 + }, + "14": { + "Dice": 0.18990969679048292, + "FN": 57518, + "FP": 13710, + "IoU": 0.10491724995915905, + "TN": 119102635, + "TP": 8349, + "n_pred": 22059, + "n_ref": 65867 + }, + "15": { + "Dice": 0.4347227735874024, + "FN": 12507, + "FP": 8852, + "IoU": 0.27772893277424593, + "TN": 119152640, + "TP": 8213, + "n_pred": 17065, + "n_ref": 20720 + }, + "2": { + "Dice": 0.9442782652464681, + "FN": 13389, + "FP": 7866, + "IoU": 0.8944385950971433, + "TN": 118980860, + "TP": 180097, + "n_pred": 187963, + "n_ref": 193486 + }, + "3": { + "Dice": 0.954103998136628, + "FN": 14717, + "FP": 2820, + "IoU": 0.91223601241117, + "TN": 118982392, + "TP": 182283, + "n_pred": 185103, + "n_ref": 197000 + }, + "4": { + "Dice": 0.8786022838028085, + "FN": 6828, + "FP": 3261, + "IoU": 0.7834885617408472, + "TN": 119135614, + "TP": 36509, + "n_pred": 39770, + "n_ref": 43337 + }, + "5": { + "Dice": 0.8594357976653697, + "FN": 3586, + "FP": 1038, + "IoU": 0.7535181236673774, + "TN": 119163452, + "TP": 14136, + "n_pred": 15174, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9685604902922772, + "FN": 52959, + "FP": 56493, + "IoU": 0.939037608290511, + "TN": 117386810, + "TP": 1685950, + "n_pred": 1742443, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.936970939984268, + "FN": 23064, + "FP": 13875, + "IoU": 0.8814161110237206, + "TN": 118870711, + "TP": 274562, + "n_pred": 288437, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9551470454006097, + "FN": 3681, + "FP": 3690, + "IoU": 0.9141449437417011, + "TN": 119096358, + "TP": 78483, + "n_pred": 82173, + "n_ref": 82164 + }, + "9": { + "Dice": 0.8926489918404802, + "FN": 13536, + "FP": 3778, + "IoU": 0.8061120505268816, + "TN": 119092913, + "TP": 71985, + "n_pred": 75763, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 39281, + "IoU": 0.0, + "TN": 61293199, + "TP": 0, + "n_pred": 39281, + "n_ref": 0 + }, + "10": { + "Dice": 0.7219273796342255, + "FN": 6066, + "FP": 15783, + "IoU": 0.5648563063870466, + "TN": 61282269, + "TP": 28362, + "n_pred": 44145, + "n_ref": 34428 + }, + "11": { + "Dice": 0.7368581907090465, + "FN": 1453, + "FP": 269, + "IoU": 0.5833534962496976, + "TN": 61328347, + "TP": 2411, + "n_pred": 2680, + "n_ref": 3864 + }, + "12": { + "Dice": 0.6791661527075367, + "FN": 2097, + "FP": 504, + "IoU": 0.5141949943967128, + "TN": 61327126, + "TP": 2753, + "n_pred": 3257, + "n_ref": 4850 + }, + "13": { + "Dice": 0.494576697177387, + "FN": 24950, + "FP": 31759, + "IoU": 0.328529986383281, + "TN": 61248025, + "TP": 27746, + "n_pred": 59505, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9492456967540962, + "FN": 18416, + "FP": 8549, + "IoU": 0.9033945364979847, + "TN": 61053355, + "TP": 252160, + "n_pred": 260709, + "n_ref": 270576 + }, + "15": { + "Dice": 0.8701582582845152, + "FN": 13636, + "FP": 11609, + "IoU": 0.770159418046742, + "TN": 61222643, + "TP": 84592, + "n_pred": 96201, + "n_ref": 98228 + }, + "2": { + "Dice": 0.8209685770255195, + "FN": 7136, + "FP": 59946, + "IoU": 0.6963076310166239, + "TN": 61111592, + "TP": 153806, + "n_pred": 213752, + "n_ref": 160942 + }, + "3": { + "Dice": 0.6917255550543778, + "FN": 59635, + "FP": 1875, + "IoU": 0.5287312289304321, + "TN": 61201960, + "TP": 69010, + "n_pred": 70885, + "n_ref": 128645 + }, + "4": { + "Dice": 0.9346624440523075, + "FN": 2199, + "FP": 3392, + "IoU": 0.8773392422281213, + "TN": 61286899, + "TP": 39990, + "n_pred": 43382, + "n_ref": 42189 + }, + "5": { + "Dice": 0.7171977043340589, + "FN": 1324, + "FP": 4392, + "IoU": 0.5590867016352977, + "TN": 61319516, + "TP": 7248, + "n_pred": 11640, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9376922659313983, + "FN": 22946, + "FP": 134289, + "IoU": 0.8826936262057224, + "TN": 59992101, + "TP": 1183144, + "n_pred": 1317433, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.38634330800276334, + "FN": 151099, + "FP": 17675, + "IoU": 0.23942100566916927, + "TN": 61110578, + "TP": 53128, + "n_pred": 70803, + "n_ref": 204227 + }, + "8": { + "Dice": 0.9441328927824426, + "FN": 4348, + "FP": 4867, + "IoU": 0.8941777675700505, + "TN": 61245400, + "TP": 77865, + "n_pred": 82732, + "n_ref": 82213 + }, + "9": { + "Dice": 0.882947108972209, + "FN": 6774, + "FP": 8233, + "IoU": 0.7904255170583881, + "TN": 61260873, + "TP": 56600, + "n_pred": 64833, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9754971214143321, + "FN": 2463, + "FP": 6313, + "IoU": 0.952166306024451, + "TN": 148924031, + "TP": 174693, + "n_pred": 181006, + "n_ref": 177156 + }, + "10": { + "Dice": 0.8540593842445492, + "FN": 10442, + "FP": 10870, + "IoU": 0.7452911368199636, + "TN": 149023828, + "TP": 62360, + "n_pred": 73230, + "n_ref": 72802 + }, + "11": { + "Dice": 0.5129796839729119, + "FN": 1695, + "FP": 31, + "IoU": 0.34497153700189753, + "TN": 149104865, + "TP": 909, + "n_pred": 940, + "n_ref": 2604 + }, + "12": { + "Dice": 0.2823871906841339, + "FN": 1709, + "FP": 263, + "IoU": 0.16440677966101694, + "TN": 149105140, + "TP": 388, + "n_pred": 651, + "n_ref": 2097 + }, + "13": { + "Dice": 0.752499133963478, + "FN": 23544, + "FP": 16466, + "IoU": 0.6032052998522309, + "TN": 149006667, + "TP": 60823, + "n_pred": 77289, + "n_ref": 84367 + }, + "14": { + "Dice": 0.9118921721099015, + "FN": 5114, + "FP": 11882, + "IoU": 0.8380531310744369, + "TN": 149002552, + "TP": 87952, + "n_pred": 99834, + "n_ref": 93066 + }, + "15": { + "Dice": 0.8625113066359674, + "FN": 6576, + "FP": 3456, + "IoU": 0.7582592351622931, + "TN": 149066001, + "TP": 31467, + "n_pred": 34923, + "n_ref": 38043 + }, + "2": { + "Dice": 0.9413524215656411, + "FN": 2481, + "FP": 16773, + "IoU": 0.8892028289129171, + "TN": 148933723, + "TP": 154523, + "n_pred": 171296, + "n_ref": 157004 + }, + "3": { + "Dice": 0.7998093336571064, + "FN": 15621, + "FP": 6638, + "IoU": 0.6664018943708411, + "TN": 149040776, + "TP": 44465, + "n_pred": 51103, + "n_ref": 60086 + }, + "4": { + "Dice": 0.8987071716416549, + "FN": 1190, + "FP": 4365, + "IoU": 0.8160474203589642, + "TN": 149077302, + "TP": 24643, + "n_pred": 29008, + "n_ref": 25833 + }, + "5": { + "Dice": 0.43314122324978777, + "FN": 24021, + "FP": 1355, + "IoU": 0.2764392232898976, + "TN": 149072429, + "TP": 9695, + "n_pred": 11050, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9727353094428214, + "FN": 26082, + "FP": 34459, + "IoU": 0.9469178862900652, + "TN": 147966984, + "TP": 1079975, + "n_pred": 1114434, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.9292800938370559, + "FN": 27951, + "FP": 9671, + "IoU": 0.8679021362059521, + "TN": 148822696, + "TP": 247182, + "n_pred": 256853, + "n_ref": 275133 + }, + "8": { + "Dice": 0.9535724102791019, + "FN": 15719, + "FP": 5056, + "IoU": 0.911264591688984, + "TN": 148873377, + "TP": 213348, + "n_pred": 218404, + "n_ref": 229067 + }, + "9": { + "Dice": 0.902587599494816, + "FN": 10661, + "FP": 5922, + "IoU": 0.8224689269770579, + "TN": 149014091, + "TP": 76826, + "n_pred": 82748, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9524963396410584, + "FN": 41830, + "FP": 5377, + "IoU": 0.9093012040785351, + "TN": 100192319, + "TP": 473274, + "n_pred": 478651, + "n_ref": 515104 + }, + "10": { + "Dice": 0.5745072614107883, + "FN": 16318, + "FP": 16496, + "IoU": 0.4030236323612349, + "TN": 100657833, + "TP": 22153, + "n_pred": 38649, + "n_ref": 38471 + }, + "11": { + "Dice": 0.1016580592552324, + "FN": 3294, + "FP": 11, + "IoU": 0.053550973654066435, + "TN": 100709308, + "TP": 187, + "n_pred": 198, + "n_ref": 3481 + }, + "12": { + "Dice": 0.5391569324530219, + "FN": 3219, + "FP": 1318, + "IoU": 0.36907245167570574, + "TN": 100705609, + "TP": 2654, + "n_pred": 3972, + "n_ref": 5873 + }, + "13": { + "Dice": 0.02013451754764163, + "FN": 38688, + "FP": 6766, + "IoU": 0.010169639162910216, + "TN": 100666879, + "TP": 467, + "n_pred": 7233, + "n_ref": 39155 + }, + "14": { + "Dice": 0.6037061282038371, + "FN": 45994, + "FP": 95666, + "IoU": 0.43236322983158426, + "TN": 100463239, + "TP": 107901, + "n_pred": 203567, + "n_ref": 153895 + }, + "15": { + "Dice": 0.9040066821268671, + "FN": 8141, + "FP": 10362, + "IoU": 0.8248286439201726, + "TN": 100607172, + "TP": 87125, + "n_pred": 97487, + "n_ref": 95266 + }, + "2": { + "Dice": 0.7744027199527673, + "FN": 81006, + "FP": 7642, + "IoU": 0.6318574074535502, + "TN": 100472002, + "TP": 152150, + "n_pred": 159792, + "n_ref": 233156 + }, + "3": { + "Dice": 0.820450338574006, + "FN": 13849, + "FP": 78107, + "IoU": 0.695562353502046, + "TN": 100410748, + "TP": 210096, + "n_pred": 288203, + "n_ref": 223945 + }, + "4": { + "Dice": 0.6032448091459905, + "FN": 11007, + "FP": 50350, + "IoU": 0.431890150182404, + "TN": 100604798, + "TP": 46645, + "n_pred": 96995, + "n_ref": 57652 + }, + "5": { + "Dice": 0.48436705145764036, + "FN": 10284, + "FP": 2893, + "IoU": 0.3195807084581225, + "TN": 100693434, + "TP": 6189, + "n_pred": 9082, + "n_ref": 16473 + }, + "6": { + "Dice": 0.8534801688140399, + "FN": 471977, + "FP": 79475, + "IoU": 0.7444094254620961, + "TN": 98555240, + "TP": 1606108, + "n_pred": 1685583, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.6389155726331519, + "FN": 16662, + "FP": 159254, + "IoU": 0.46941656210790467, + "TN": 100381248, + "TP": 155636, + "n_pred": 314890, + "n_ref": 172298 + }, + "8": { + "Dice": 0.9233184353414842, + "FN": 6012, + "FP": 10596, + "IoU": 0.8575594360012351, + "TN": 100596204, + "TP": 99988, + "n_pred": 110584, + "n_ref": 106000 + }, + "9": { + "Dice": 0.8062103034580099, + "FN": 19031, + "FP": 20786, + "IoU": 0.6753369590919839, + "TN": 100590159, + "TP": 82824, + "n_pred": 103610, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9478423190952014, + "FN": 146, + "FP": 8404, + "IoU": 0.9008557712377374, + "TN": 78864462, + "TP": 77688, + "n_pred": 86092, + "n_ref": 77834 + }, + "10": { + "Dice": 0.6914689787310295, + "FN": 13862, + "FP": 8521, + "IoU": 0.5284314758242916, + "TN": 78903235, + "TP": 25082, + "n_pred": 33603, + "n_ref": 38944 + }, + "11": { + "Dice": 0.3565217391304348, + "FN": 917, + "FP": 711, + "IoU": 0.21693121693121692, + "TN": 78948621, + "TP": 451, + "n_pred": 1162, + "n_ref": 1368 + }, + "12": { + "Dice": 0.2838043147979338, + "FN": 2093, + "FP": 264, + "IoU": 0.1653682719546742, + "TN": 78947876, + "TP": 467, + "n_pred": 731, + "n_ref": 2560 + }, + "13": { + "Dice": 0.4173329106939504, + "FN": 41631, + "FP": 8000, + "IoU": 0.263689637267265, + "TN": 78883295, + "TP": 17774, + "n_pred": 25774, + "n_ref": 59405 + }, + "14": { + "Dice": 0.166739391294862, + "FN": 24212, + "FP": 6342, + "IoU": 0.09095236678468359, + "TN": 78917089, + "TP": 3057, + "n_pred": 9399, + "n_ref": 27269 + }, + "15": { + "Dice": 0.8854725221902686, + "FN": 5698, + "FP": 8121, + "IoU": 0.7944824509220701, + "TN": 78883460, + "TP": 53421, + "n_pred": 61542, + "n_ref": 59119 + }, + "2": { + "Dice": 0.8916019588927723, + "FN": 15553, + "FP": 5010, + "IoU": 0.804405931647183, + "TN": 78845569, + "TP": 84568, + "n_pred": 89578, + "n_ref": 100121 + }, + "3": { + "Dice": 0.9447451255689667, + "FN": 1239, + "FP": 8521, + "IoU": 0.8952767226764523, + "TN": 78857502, + "TP": 83438, + "n_pred": 91959, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8724835728683997, + "FN": 464, + "FP": 4407, + "IoU": 0.7738100766194567, + "TN": 78929165, + "TP": 16664, + "n_pred": 21071, + "n_ref": 17128 + }, + "5": { + "Dice": 0.5043919261588397, + "FN": 22366, + "FP": 2065, + "IoU": 0.33724873179068443, + "TN": 78913837, + "TP": 12432, + "n_pred": 14497, + "n_ref": 34798 + }, + "6": { + "Dice": 0.9565455753489942, + "FN": 19645, + "FP": 42814, + "IoU": 0.9167104501654882, + "TN": 78200798, + "TP": 687443, + "n_pred": 730257, + "n_ref": 707088 + }, + "7": { + "Dice": 0.7019354636956142, + "FN": 317080, + "FP": 26051, + "IoU": 0.540755443249407, + "TN": 78203536, + "TP": 404033, + "n_pred": 430084, + "n_ref": 721113 + }, + "8": { + "Dice": 0.8841525071547668, + "FN": 68356, + "FP": 499, + "IoU": 0.7923596305264967, + "TN": 78619093, + "TP": 262752, + "n_pred": 263251, + "n_ref": 331108 + }, + "9": { + "Dice": 0.7698221915115181, + "FN": 17498, + "FP": 6153, + "IoU": 0.6257812376386449, + "TN": 78887499, + "TP": 39550, + "n_pred": 45703, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9807308169745476, + "FN": 1645, + "FP": 4114, + "IoU": 0.9621901979450481, + "TN": 104852125, + "TP": 146556, + "n_pred": 150670, + "n_ref": 148201 + }, + "10": { + "Dice": 0.8760823358317485, + "FN": 8921, + "FP": 13233, + "IoU": 0.7794897827147222, + "TN": 104903973, + "TP": 78313, + "n_pred": 91546, + "n_ref": 87234 + }, + "11": { + "Dice": 0.359469696969697, + "FN": 3382, + "FP": 0, + "IoU": 0.21911798660817364, + "TN": 105000109, + "TP": 949, + "n_pred": 949, + "n_ref": 4331 + }, + "12": { + "Dice": 0.6364998501648187, + "FN": 1647, + "FP": 1992, + "IoU": 0.4668131868131868, + "TN": 104997615, + "TP": 3186, + "n_pred": 5178, + "n_ref": 4833 + }, + "13": { + "Dice": 0.8695492105047861, + "FN": 14047, + "FP": 5087, + "IoU": 0.7692057173873711, + "TN": 104921535, + "TP": 63771, + "n_pred": 68858, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9463956658269782, + "FN": 1518, + "FP": 6249, + "IoU": 0.8982457979064862, + "TN": 104928109, + "TP": 68564, + "n_pred": 74813, + "n_ref": 70082 + }, + "15": { + "Dice": 0.9073417519818349, + "FN": 1583, + "FP": 3069, + "IoU": 0.8303984833570309, + "TN": 104977011, + "TP": 22777, + "n_pred": 25846, + "n_ref": 24360 + }, + "2": { + "Dice": 0.9028037916314093, + "FN": 28316, + "FP": 2353, + "IoU": 0.8228280272438953, + "TN": 104831337, + "TP": 142434, + "n_pred": 144787, + "n_ref": 170750 + }, + "3": { + "Dice": 0.9172483953453558, + "FN": 3422, + "FP": 23665, + "IoU": 0.847145727055212, + "TN": 104827232, + "TP": 150121, + "n_pred": 173786, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 342, + "IoU": 0.0, + "TN": 105004098, + "TP": 0, + "n_pred": 342, + "n_ref": 0 + }, + "5": { + "Dice": 0.708091223591845, + "FN": 8998, + "FP": 8384, + "IoU": 0.548096921797005, + "TN": 104965976, + "TP": 21082, + "n_pred": 29466, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9798099320005572, + "FN": 26085, + "FP": 23773, + "IoU": 0.9604190069424322, + "TN": 103744795, + "TP": 1209787, + "n_pred": 1233560, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.9219178573917156, + "FN": 11786, + "FP": 25193, + "IoU": 0.8551462091388057, + "TN": 104749155, + "TP": 218306, + "n_pred": 243499, + "n_ref": 230092 + }, + "8": { + "Dice": 0.9562414421838495, + "FN": 25025, + "FP": 6198, + "IoU": 0.9161519539390294, + "TN": 104632064, + "TP": 341153, + "n_pred": 347351, + "n_ref": 366178 + }, + "9": { + "Dice": 0.9271632461259371, + "FN": 8713, + "FP": 4617, + "IoU": 0.8642165201536095, + "TN": 104906269, + "TP": 84841, + "n_pred": 89458, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9799809226394804, + "FN": 14875, + "FP": 1600, + "IoU": 0.9607476412846659, + "TN": 177256568, + "TP": 403245, + "n_pred": 404845, + "n_ref": 418120 + }, + "10": { + "Dice": 0.5995367145046677, + "FN": 37538, + "FP": 8448, + "IoU": 0.4280988446566927, + "TN": 177595879, + "TP": 34423, + "n_pred": 42871, + "n_ref": 71961 + }, + "11": { + "Dice": 0.4180977542932629, + "FN": 3477, + "FP": 47, + "IoU": 0.26430062630480167, + "TN": 177671498, + "TP": 1266, + "n_pred": 1313, + "n_ref": 4743 + }, + "12": { + "Dice": 0.6856691981457738, + "FN": 1722, + "FP": 1465, + "IoU": 0.5216869278102957, + "TN": 177669625, + "TP": 3476, + "n_pred": 4941, + "n_ref": 5198 + }, + "13": { + "Dice": 0.8513500949648697, + "FN": 12984, + "FP": 9400, + "IoU": 0.7411745660996959, + "TN": 177589805, + "TP": 64099, + "n_pred": 73499, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9467012611496212, + "FN": 2905, + "FP": 5353, + "IoU": 0.8987965391308611, + "TN": 177594690, + "TP": 73340, + "n_pred": 78693, + "n_ref": 76245 + }, + "15": { + "Dice": 0.7313229638201559, + "FN": 1682, + "FP": 14106, + "IoU": 0.5764453386988598, + "TN": 177639013, + "TP": 21487, + "n_pred": 35593, + "n_ref": 23169 + }, + "2": { + "Dice": 0.975925803496378, + "FN": 7702, + "FP": 2494, + "IoU": 0.9529834916536014, + "TN": 177459428, + "TP": 206664, + "n_pred": 209158, + "n_ref": 214366 + }, + "3": { + "Dice": 0.9812447549717989, + "FN": 5933, + "FP": 1755, + "IoU": 0.9631800766283525, + "TN": 177467488, + "TP": 201112, + "n_pred": 202867, + "n_ref": 207045 + }, + "4": { + "Dice": 0.8935613598096378, + "FN": 2326, + "FP": 5323, + "IoU": 0.8076013683469162, + "TN": 177636532, + "TP": 32107, + "n_pred": 37430, + "n_ref": 34433 + }, + "5": { + "Dice": 0.729433240306812, + "FN": 10402, + "FP": 5013, + "IoU": 0.5741006796706637, + "TN": 177640094, + "TP": 20779, + "n_pred": 25792, + "n_ref": 31181 + }, + "6": { + "Dice": 0.9555721995664751, + "FN": 118911, + "FP": 37925, + "IoU": 0.9149241327833602, + "TN": 175832804, + "TP": 1686648, + "n_pred": 1724573, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.8624824328686792, + "FN": 12852, + "FP": 100460, + "IoU": 0.7582146050225437, + "TN": 177207641, + "TP": 355335, + "n_pred": 455795, + "n_ref": 368187 + }, + "8": { + "Dice": 0.9312939447224408, + "FN": 10634, + "FP": 17225, + "IoU": 0.8714219781234135, + "TN": 177459618, + "TP": 188811, + "n_pred": 206036, + "n_ref": 199445 + }, + "9": { + "Dice": 0.9417662680129765, + "FN": 8798, + "FP": 6837, + "IoU": 0.8899416447863946, + "TN": 177534227, + "TP": 126426, + "n_pred": 133263, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9683180511837963, + "FN": 3099, + "FP": 8939, + "IoU": 0.9385819460104795, + "TN": 193809534, + "TP": 183963, + "n_pred": 192902, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8729848041265859, + "FN": 8772, + "FP": 14005, + "IoU": 0.7745989648791205, + "TN": 193904484, + "TP": 78274, + "n_pred": 92279, + "n_ref": 87046 + }, + "11": { + "Dice": 0.25999440872239304, + "FN": 2647, + "FP": 0, + "IoU": 0.14942159383033418, + "TN": 194002423, + "TP": 465, + "n_pred": 465, + "n_ref": 3112 + }, + "12": { + "Dice": 0.7256153144940748, + "FN": 1562, + "FP": 244, + "IoU": 0.5693848354792561, + "TN": 194001341, + "TP": 2388, + "n_pred": 2632, + "n_ref": 3950 + }, + "13": { + "Dice": 0.7937973691088074, + "FN": 16761, + "FP": 9276, + "IoU": 0.6580962010689008, + "TN": 193929382, + "TP": 50116, + "n_pred": 59392, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8945701576249879, + "FN": 1896, + "FP": 15548, + "IoU": 0.8092509568069983, + "TN": 193914085, + "TP": 74006, + "n_pred": 89554, + "n_ref": 75902 + }, + "15": { + "Dice": 0.7916838374680623, + "FN": 1755, + "FP": 8355, + "IoU": 0.6551959346543433, + "TN": 193976214, + "TP": 19211, + "n_pred": 27566, + "n_ref": 20966 + }, + "2": { + "Dice": 0.9672967469437389, + "FN": 4467, + "FP": 4623, + "IoU": 0.9366647621967363, + "TN": 193862013, + "TP": 134432, + "n_pred": 139055, + "n_ref": 138899 + }, + "3": { + "Dice": 0.961056446274501, + "FN": 6068, + "FP": 4345, + "IoU": 0.9250323974082073, + "TN": 193866635, + "TP": 128487, + "n_pred": 132832, + "n_ref": 134555 + }, + "4": { + "Dice": 0.89659190212642, + "FN": 1022, + "FP": 3593, + "IoU": 0.8125659978880676, + "TN": 193980913, + "TP": 20007, + "n_pred": 23600, + "n_ref": 21029 + }, + "5": { + "Dice": 0.5822075984549672, + "FN": 13026, + "FP": 7417, + "IoU": 0.4106437570271283, + "TN": 193970848, + "TP": 14244, + "n_pred": 21661, + "n_ref": 27270 + }, + "6": { + "Dice": 0.959685078951514, + "FN": 29718, + "FP": 84165, + "IoU": 0.9224947749324706, + "TN": 192536176, + "TP": 1355476, + "n_pred": 1439641, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.9525649193605195, + "FN": 17708, + "FP": 12595, + "IoU": 0.9094262135835274, + "TN": 193670968, + "TP": 304264, + "n_pred": 316859, + "n_ref": 321972 + }, + "8": { + "Dice": 0.9518712788548302, + "FN": 13020, + "FP": 10075, + "IoU": 0.9081625755039229, + "TN": 193754058, + "TP": 228382, + "n_pred": 238457, + "n_ref": 241402 + }, + "9": { + "Dice": 0.9026738193576292, + "FN": 12853, + "FP": 5598, + "IoU": 0.8226121232514542, + "TN": 193901520, + "TP": 85564, + "n_pred": 91162, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9626655618531822, + "FN": 1760, + "FP": 6981, + "IoU": 0.9280185121135761, + "TN": 99534366, + "TP": 112693, + "n_pred": 119674, + "n_ref": 114453 + }, + "10": { + "Dice": 0.8745183644168364, + "FN": 11993, + "FP": 5137, + "IoU": 0.7770170003384447, + "TN": 99578978, + "TP": 59692, + "n_pred": 64829, + "n_ref": 71685 + }, + "11": { + "Dice": 0.19345238095238096, + "FN": 3252, + "FP": 0, + "IoU": 0.1070840197693575, + "TN": 99652158, + "TP": 390, + "n_pred": 390, + "n_ref": 3642 + }, + "12": { + "Dice": 0.4987510407993339, + "FN": 2370, + "FP": 38, + "IoU": 0.3322240709927898, + "TN": 99652194, + "TP": 1198, + "n_pred": 1236, + "n_ref": 3568 + }, + "13": { + "Dice": 0.7417369289015864, + "FN": 13497, + "FP": 8741, + "IoU": 0.5894927268699697, + "TN": 99601628, + "TP": 31934, + "n_pred": 40675, + "n_ref": 45431 + }, + "14": { + "Dice": 0.4238751835113273, + "FN": 39415, + "FP": 613, + "IoU": 0.26893503552316766, + "TN": 99601047, + "TP": 14725, + "n_pred": 15338, + "n_ref": 54140 + }, + "15": { + "Dice": 0.7697014619375798, + "FN": 13544, + "FP": 1059, + "IoU": 0.6256216992257602, + "TN": 99616794, + "TP": 24403, + "n_pred": 25462, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9612721547537193, + "FN": 5005, + "FP": 3838, + "IoU": 0.9254321612277595, + "TN": 99537210, + "TP": 109747, + "n_pred": 113585, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9642650058186448, + "FN": 4905, + "FP": 3908, + "IoU": 0.9309958736894853, + "TN": 99528083, + "TP": 118904, + "n_pred": 122812, + "n_ref": 123809 + }, + "4": { + "Dice": 0.8818208501214078, + "FN": 2382, + "FP": 2047, + "IoU": 0.7886221543454398, + "TN": 99634847, + "TP": 16524, + "n_pred": 18571, + "n_ref": 18906 + }, + "5": { + "Dice": 0.8814521550758199, + "FN": 1066, + "FP": 521, + "IoU": 0.7880325898223588, + "TN": 99648313, + "TP": 5900, + "n_pred": 6421, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9694540410085439, + "FN": 42379, + "FP": 40282, + "IoU": 0.9407188806574918, + "TN": 98261410, + "TP": 1311729, + "n_pred": 1352011, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.9099597274310107, + "FN": 12536, + "FP": 18027, + "IoU": 0.8347945945945946, + "TN": 99470800, + "TP": 154437, + "n_pred": 172464, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9633981968669815, + "FN": 4429, + "FP": 2903, + "IoU": 0.9293811702383818, + "TN": 99551975, + "TP": 96493, + "n_pred": 99396, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9261995472364861, + "FN": 11662, + "FP": 1704, + "IoU": 0.862543450091528, + "TN": 99558562, + "TP": 83872, + "n_pred": 85576, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9654573734801325, + "FN": 27630, + "FP": 2373, + "IoU": 0.9332214533565106, + "TN": 62634229, + "TP": 419288, + "n_pred": 421661, + "n_ref": 446918 + }, + "10": { + "Dice": 0.8994998114509737, + "FN": 7634, + "FP": 6491, + "IoU": 0.8173554360194476, + "TN": 63006184, + "TP": 63211, + "n_pred": 69702, + "n_ref": 70845 + }, + "11": { + "Dice": 0.4809910294745835, + "FN": 2419, + "FP": 11, + "IoU": 0.31664791901012374, + "TN": 63079964, + "TP": 1126, + "n_pred": 1137, + "n_ref": 3545 + }, + "12": { + "Dice": 0.6807210510235259, + "FN": 1274, + "FP": 816, + "IoU": 0.5159796201945345, + "TN": 63079202, + "TP": 2228, + "n_pred": 3044, + "n_ref": 3502 + }, + "13": { + "Dice": 0.7215252921893642, + "FN": 14510, + "FP": 9531, + "IoU": 0.5643641503279817, + "TN": 63028334, + "TP": 31145, + "n_pred": 40676, + "n_ref": 45655 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9788393986230153, + "FN": 2060, + "FP": 3211, + "IoU": 0.9585557818261875, + "TN": 62956337, + "TP": 121912, + "n_pred": 125123, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9842594763579523, + "FN": 1653, + "FP": 2375, + "IoU": 0.9690068018835986, + "TN": 62953556, + "TP": 125936, + "n_pred": 128311, + "n_ref": 127589 + }, + "4": { + "Dice": 0.24118563269929674, + "FN": 15474, + "FP": 603, + "IoU": 0.13712966938600257, + "TN": 63064888, + "TP": 2555, + "n_pred": 3158, + "n_ref": 18029 + }, + "5": { + "Dice": 0.64012176981354, + "FN": 7702, + "FP": 2701, + "IoU": 0.47071991859577716, + "TN": 63063865, + "TP": 9252, + "n_pred": 11953, + "n_ref": 16954 + }, + "6": { + "Dice": 0.9254818532052758, + "FN": 140427, + "FP": 18877, + "IoU": 0.861299416827885, + "TN": 61934974, + "TP": 989242, + "n_pred": 1008119, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.8639301622676478, + "FN": 7023, + "FP": 40112, + "IoU": 0.7604551529966611, + "TN": 62886751, + "TP": 149634, + "n_pred": 189746, + "n_ref": 156657 + }, + "8": { + "Dice": 0.9254403875128491, + "FN": 13375, + "FP": 2510, + "IoU": 0.8612275919907747, + "TN": 62969052, + "TP": 98583, + "n_pred": 101093, + "n_ref": 111958 + }, + "9": { + "Dice": 0.9022850438571988, + "FN": 2514, + "FP": 6231, + "IoU": 0.8219666123778502, + "TN": 63034400, + "TP": 40375, + "n_pred": 46606, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9781142392860367, + "FN": 9122, + "FP": 4454, + "IoU": 0.9571659346761573, + "TN": 109291874, + "TP": 303368, + "n_pred": 307822, + "n_ref": 312490 + }, + "10": { + "Dice": 0.623368993584945, + "FN": 22142, + "FP": 57352, + "IoU": 0.45282213656387665, + "TN": 109463538, + "TP": 65786, + "n_pred": 123138, + "n_ref": 87928 + }, + "11": { + "Dice": 0.5336366590835229, + "FN": 2824, + "FP": 46, + "IoU": 0.36391843971631205, + "TN": 109604306, + "TP": 1642, + "n_pred": 1688, + "n_ref": 4466 + }, + "12": { + "Dice": 0.7485895142424659, + "FN": 1361, + "FP": 466, + "IoU": 0.5981966131515285, + "TN": 109604271, + "TP": 2720, + "n_pred": 3186, + "n_ref": 4081 + }, + "13": { + "Dice": 0.6816683682908613, + "FN": 31038, + "FP": 15419, + "IoU": 0.5170689619326805, + "TN": 109512620, + "TP": 49741, + "n_pred": 65160, + "n_ref": 80779 + }, + "14": { + "Dice": 0.7077866998416648, + "FN": 21817, + "FP": 40193, + "IoU": 0.5477320963612892, + "TN": 109471709, + "TP": 75099, + "n_pred": 115292, + "n_ref": 96916 + }, + "15": { + "Dice": 0.8845395457533046, + "FN": 12701, + "FP": 11014, + "IoU": 0.7929815372528479, + "TN": 109494263, + "TP": 90840, + "n_pred": 101854, + "n_ref": 103541 + }, + "2": { + "Dice": 0.8407850286878653, + "FN": 57263, + "FP": 2121, + "IoU": 0.7253055296000592, + "TN": 109392636, + "TP": 156798, + "n_pred": 158919, + "n_ref": 214061 + }, + "3": { + "Dice": 0.8903694546146165, + "FN": 11620, + "FP": 46021, + "IoU": 0.8024017167852784, + "TN": 109317110, + "TP": 234067, + "n_pred": 280088, + "n_ref": 245687 + }, + "4": { + "Dice": 0.6091894269604511, + "FN": 27439, + "FP": 1880, + "IoU": 0.43801035077630823, + "TN": 109556648, + "TP": 22851, + "n_pred": 24731, + "n_ref": 50290 + }, + "5": { + "Dice": 0.6913707679603633, + "FN": 3854, + "FP": 2126, + "IoU": 0.5283167692064994, + "TN": 109596140, + "TP": 6698, + "n_pred": 8824, + "n_ref": 10552 + }, + "6": { + "Dice": 0.9578091041492165, + "FN": 40064, + "FP": 66571, + "IoU": 0.9190342268028713, + "TN": 108291780, + "TP": 1210403, + "n_pred": 1276974, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.8665485405203768, + "FN": 273414, + "FP": 11355, + "IoU": 0.7645219680763534, + "TN": 108399495, + "TP": 924554, + "n_pred": 935909, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9523021781086297, + "FN": 3068, + "FP": 5582, + "IoU": 0.9089473684210526, + "TN": 109513818, + "TP": 86350, + "n_pred": 91932, + "n_ref": 89418 + }, + "9": { + "Dice": 0.7659305574032194, + "FN": 9141, + "FP": 19011, + "IoU": 0.6206543416159112, + "TN": 109534606, + "TP": 46060, + "n_pred": 65071, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.911984024470454, + "FN": 1233, + "FP": 9874, + "IoU": 0.8382083029861617, + "TN": 66998702, + "TP": 57543, + "n_pred": 67417, + "n_ref": 58776 + }, + "10": { + "Dice": 0.7687498239783704, + "FN": 24204, + "FP": 8640, + "IoU": 0.624365250011437, + "TN": 66979916, + "TP": 54592, + "n_pred": 63232, + "n_ref": 78796 + }, + "11": { + "Dice": 0.07365269461077845, + "FN": 3003, + "FP": 91, + "IoU": 0.038234379857009636, + "TN": 67064135, + "TP": 123, + "n_pred": 214, + "n_ref": 3126 + }, + "12": { + "Dice": 0.29866304101518243, + "FN": 2652, + "FP": 443, + "IoU": 0.175546084176878, + "TN": 67063598, + "TP": 659, + "n_pred": 1102, + "n_ref": 3311 + }, + "13": { + "Dice": 0.5413324746794684, + "FN": 19718, + "FP": 11620, + "IoU": 0.3711143665589693, + "TN": 67017521, + "TP": 18493, + "n_pred": 30113, + "n_ref": 38211 + }, + "14": { + "Dice": 0.8153118341699469, + "FN": 19034, + "FP": 6537, + "IoU": 0.6882079670296173, + "TN": 66985339, + "TP": 56442, + "n_pred": 62979, + "n_ref": 75476 + }, + "15": { + "Dice": 0.15745221291577577, + "FN": 26465, + "FP": 25944, + "IoU": 0.08545353017136076, + "TN": 67010046, + "TP": 4897, + "n_pred": 30841, + "n_ref": 31362 + }, + "2": { + "Dice": 0.9353070211499439, + "FN": 3840, + "FP": 15831, + "IoU": 0.8784758045085841, + "TN": 66905483, + "TP": 142198, + "n_pred": 158029, + "n_ref": 146038 + }, + "3": { + "Dice": 0.9378603790791759, + "FN": 15366, + "FP": 3849, + "IoU": 0.8829916148557718, + "TN": 66903133, + "TP": 145004, + "n_pred": 148853, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 1813, + "IoU": 0.0, + "TN": 67052500, + "TP": 0, + "n_pred": 1813, + "n_ref": 13039 + }, + "5": { + "Dice": 0.5662122395051348, + "FN": 4207, + "FP": 3016, + "IoU": 0.3949065929463014, + "TN": 67055415, + "TP": 4714, + "n_pred": 7730, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9694324364481877, + "FN": 39201, + "FP": 26426, + "IoU": 0.9406781959128183, + "TN": 65961064, + "TP": 1040661, + "n_pred": 1067087, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.869357956101569, + "FN": 73861, + "FP": 9616, + "IoU": 0.7689064463798287, + "TN": 66706126, + "TP": 277749, + "n_pred": 287365, + "n_ref": 351610 + }, + "8": { + "Dice": 0.9525168686929002, + "FN": 5955, + "FP": 1997, + "IoU": 0.9093386234337768, + "TN": 66979641, + "TP": 79759, + "n_pred": 81756, + "n_ref": 85714 + }, + "9": { + "Dice": 0.9093248070341968, + "FN": 4538, + "FP": 9982, + "IoU": 0.8337264961179947, + "TN": 66980026, + "TP": 72806, + "n_pred": 82788, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8712326572857882, + "FN": 38802, + "FP": 3000, + "IoU": 0.7718443157567256, + "TN": 74336063, + "TP": 141415, + "n_pred": 144415, + "n_ref": 180217 + }, + "10": { + "Dice": 0.7580895410786055, + "FN": 15595, + "FP": 10287, + "IoU": 0.6104220603287375, + "TN": 74452844, + "TP": 40554, + "n_pred": 50841, + "n_ref": 56149 + }, + "11": { + "Dice": 0.49912049252418644, + "FN": 2252, + "FP": 26, + "IoU": 0.3325520070319367, + "TN": 74515867, + "TP": 1135, + "n_pred": 1161, + "n_ref": 3387 + }, + "12": { + "Dice": 0.508736559139785, + "FN": 1444, + "FP": 18, + "IoU": 0.34114465975664715, + "TN": 74517061, + "TP": 757, + "n_pred": 775, + "n_ref": 2201 + }, + "13": { + "Dice": 0.5272254441682777, + "FN": 19981, + "FP": 21105, + "IoU": 0.3579810922728338, + "TN": 74455285, + "TP": 22909, + "n_pred": 44014, + "n_ref": 42890 + }, + "14": { + "Dice": 0.6412610075165007, + "FN": 13028, + "FP": 8115, + "IoU": 0.47195304695304696, + "TN": 74479240, + "TP": 18897, + "n_pred": 27012, + "n_ref": 31925 + }, + "15": { + "Dice": 0.7298857298857299, + "FN": 11644, + "FP": 2208, + "IoU": 0.5746614671293027, + "TN": 74486713, + "TP": 18715, + "n_pred": 20923, + "n_ref": 30359 + }, + "2": { + "Dice": 0.9615559734044217, + "FN": 2580, + "FP": 8481, + "IoU": 0.9259584038985468, + "TN": 74369891, + "TP": 138328, + "n_pred": 146809, + "n_ref": 140908 + }, + "3": { + "Dice": 0.9642368601041722, + "FN": 9023, + "FP": 1853, + "IoU": 0.9309434010184515, + "TN": 74361786, + "TP": 146618, + "n_pred": 148471, + "n_ref": 155641 + }, + "4": { + "Dice": 0.6025816249050873, + "FN": 7326, + "FP": 525, + "IoU": 0.43121060638991526, + "TN": 74505477, + "TP": 5952, + "n_pred": 6477, + "n_ref": 13278 + }, + "5": { + "Dice": 0.6627515064855479, + "FN": 3665, + "FP": 2939, + "IoU": 0.4956083403345299, + "TN": 74506187, + "TP": 6489, + "n_pred": 9428, + "n_ref": 10154 + }, + "6": { + "Dice": 0.95983785254716, + "FN": 71595, + "FP": 56807, + "IoU": 0.9227771409463622, + "TN": 72856534, + "TP": 1534344, + "n_pred": 1591151, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.7507586538283835, + "FN": 65634, + "FP": 1797, + "IoU": 0.6009716666272161, + "TN": 74350292, + "TP": 101557, + "n_pred": 103354, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9616609942965484, + "FN": 2499, + "FP": 2435, + "IoU": 0.926153201424851, + "TN": 74452466, + "TP": 61880, + "n_pred": 64315, + "n_ref": 64379 + }, + "9": { + "Dice": 0.9310421226121963, + "FN": 6711, + "FP": 6050, + "IoU": 0.8709811137622842, + "TN": 74420372, + "TP": 86147, + "n_pred": 92197, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.957236314188239, + "FN": 5570, + "FP": 19211, + "IoU": 0.9179801015443478, + "TN": 65749046, + "TP": 277353, + "n_pred": 296564, + "n_ref": 282923 + }, + "10": { + "Dice": 0.768437904619761, + "FN": 23294, + "FP": 13011, + "IoU": 0.623953844879019, + "TN": 65954636, + "TP": 60239, + "n_pred": 73250, + "n_ref": 83533 + }, + "11": { + "Dice": 0.0010695187165775401, + "FN": 3635, + "FP": 101, + "IoU": 0.0005350454788657035, + "TN": 66047442, + "TP": 2, + "n_pred": 103, + "n_ref": 3637 + }, + "12": { + "Dice": 0.5305212620027435, + "FN": 1479, + "FP": 1259, + "IoU": 0.36102683780630107, + "TN": 66046895, + "TP": 1547, + "n_pred": 2806, + "n_ref": 3026 + }, + "13": { + "Dice": 0.6775963584658988, + "FN": 12123, + "FP": 21662, + "IoU": 0.5123975291536774, + "TN": 65981892, + "TP": 35503, + "n_pred": 57165, + "n_ref": 47626 + }, + "14": { + "Dice": 0.9217161970924996, + "FN": 1353, + "FP": 8383, + "IoU": 0.854799260275607, + "TN": 65984128, + "TP": 57316, + "n_pred": 65699, + "n_ref": 58669 + }, + "15": { + "Dice": 0.8298427652937806, + "FN": 5042, + "FP": 2977, + "IoU": 0.7091720161027092, + "TN": 66023607, + "TP": 19554, + "n_pred": 22531, + "n_ref": 24596 + }, + "2": { + "Dice": 0.9626963282304561, + "FN": 5946, + "FP": 4749, + "IoU": 0.9280756970503975, + "TN": 65902482, + "TP": 138003, + "n_pred": 142752, + "n_ref": 143949 + }, + "3": { + "Dice": 0.9611856755366562, + "FN": 6400, + "FP": 5749, + "IoU": 0.9252718728471607, + "TN": 65888604, + "TP": 150427, + "n_pred": 156176, + "n_ref": 156827 + }, + "4": { + "Dice": 0.9035968781812013, + "FN": 2899, + "FP": 2783, + "IoU": 0.8241465754696543, + "TN": 66018869, + "TP": 26629, + "n_pred": 29412, + "n_ref": 29528 + }, + "5": { + "Dice": 0.8766404199475065, + "FN": 1963, + "FP": 293, + "IoU": 0.780373831775701, + "TN": 66040908, + "TP": 8016, + "n_pred": 8309, + "n_ref": 9979 + }, + "6": { + "Dice": 0.9593444850050032, + "FN": 24960, + "FP": 59671, + "IoU": 0.92186556567628, + "TN": 64968034, + "TP": 998515, + "n_pred": 1058186, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.9065441317676921, + "FN": 162231, + "FP": 5662, + "IoU": 0.8290633011401006, + "TN": 65068986, + "TP": 814301, + "n_pred": 819963, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9623490818503583, + "FN": 3264, + "FP": 2842, + "IoU": 0.9274304730211552, + "TN": 65967040, + "TP": 78034, + "n_pred": 80876, + "n_ref": 81298 + }, + "9": { + "Dice": 0.9041067114798865, + "FN": 9829, + "FP": 2953, + "IoU": 0.8249952079739313, + "TN": 65978142, + "TP": 60256, + "n_pred": 63209, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9792056854042127, + "FN": 980, + "FP": 5504, + "IoU": 0.9592585611058749, + "TN": 113313390, + "TP": 152666, + "n_pred": 158170, + "n_ref": 153646 + }, + "10": { + "Dice": 0.8777077497665733, + "FN": 5364, + "FP": 15592, + "IoU": 0.7820670147049648, + "TN": 113376382, + "TP": 75202, + "n_pred": 90794, + "n_ref": 80566 + }, + "11": { + "Dice": 0.4774859287054409, + "FN": 2212, + "FP": 16, + "IoU": 0.31361675908810843, + "TN": 113469294, + "TP": 1018, + "n_pred": 1034, + "n_ref": 3230 + }, + "12": { + "Dice": 0.7759420289855072, + "FN": 1406, + "FP": 140, + "IoU": 0.633909542978925, + "TN": 113468317, + "TP": 2677, + "n_pred": 2817, + "n_ref": 4083 + }, + "13": { + "Dice": 0.6806222888531157, + "FN": 21489, + "FP": 30491, + "IoU": 0.5158661413655965, + "TN": 113365173, + "TP": 55387, + "n_pred": 85878, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9628482556791286, + "FN": 12398, + "FP": 6987, + "IoU": 0.9283581317308616, + "TN": 113201958, + "TP": 251197, + "n_pred": 258184, + "n_ref": 263595 + }, + "15": { + "Dice": 0.7842915543185178, + "FN": 3849, + "FP": 6071, + "IoU": 0.6451312871145454, + "TN": 113444586, + "TP": 18034, + "n_pred": 24105, + "n_ref": 21883 + }, + "2": { + "Dice": 0.9678184865525289, + "FN": 3515, + "FP": 4703, + "IoU": 0.9376436934236784, + "TN": 113340749, + "TP": 123573, + "n_pred": 128276, + "n_ref": 127088 + }, + "3": { + "Dice": 0.9709319698529167, + "FN": 3326, + "FP": 3678, + "IoU": 0.9435061059220184, + "TN": 113348562, + "TP": 116974, + "n_pred": 120652, + "n_ref": 120300 + }, + "4": { + "Dice": 0.8395799933561535, + "FN": 2027, + "FP": 9080, + "IoU": 0.7235138902718311, + "TN": 113432368, + "TP": 29065, + "n_pred": 38145, + "n_ref": 31092 + }, + "5": { + "Dice": 0.6632554007140624, + "FN": 12670, + "FP": 7797, + "IoU": 0.4961721192427935, + "TN": 113431917, + "TP": 20156, + "n_pred": 27953, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9626008141112619, + "FN": 35131, + "FP": 51004, + "IoU": 0.9278981776784444, + "TN": 112277910, + "TP": 1108495, + "n_pred": 1159499, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.9014729318132526, + "FN": 26827, + "FP": 14967, + "IoU": 0.8206196805885206, + "TN": 113239549, + "TP": 191197, + "n_pred": 206164, + "n_ref": 218024 + }, + "8": { + "Dice": 0.9539798359738606, + "FN": 14212, + "FP": 5119, + "IoU": 0.9120090307838665, + "TN": 113252847, + "TP": 200362, + "n_pred": 205481, + "n_ref": 214574 + }, + "9": { + "Dice": 0.9138731657721598, + "FN": 12758, + "FP": 4862, + "IoU": 0.8414055679066795, + "TN": 113361439, + "TP": 93481, + "n_pred": 98343, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8954246258254772, + "FN": 2240, + "FP": 26945, + "IoU": 0.8106505420643211, + "TN": 75042595, + "TP": 124948, + "n_pred": 151893, + "n_ref": 127188 + }, + "10": { + "Dice": 0.8818925519561335, + "FN": 15377, + "FP": 7304, + "IoU": 0.7887368548514796, + "TN": 75089369, + "TP": 84678, + "n_pred": 91982, + "n_ref": 100055 + }, + "11": { + "Dice": 0.5203417412530512, + "FN": 2265, + "FP": 93, + "IoU": 0.3516634588946934, + "TN": 75193091, + "TP": 1279, + "n_pred": 1372, + "n_ref": 3544 + }, + "12": { + "Dice": 0.5207150368033648, + "FN": 1868, + "FP": 411, + "IoU": 0.3520045493318169, + "TN": 75193211, + "TP": 1238, + "n_pred": 1649, + "n_ref": 3106 + }, + "13": { + "Dice": 0.6382629795423168, + "FN": 17119, + "FP": 26114, + "IoU": 0.46871236512891096, + "TN": 75115354, + "TP": 38141, + "n_pred": 64255, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9437478439548243, + "FN": 7211, + "FP": 7791, + "IoU": 0.8934872592245486, + "TN": 75055881, + "TP": 125845, + "n_pred": 133636, + "n_ref": 133056 + }, + "15": { + "Dice": 0.7416557860253473, + "FN": 26382, + "FP": 6661, + "IoU": 0.5893902302635666, + "TN": 75116255, + "TP": 47430, + "n_pred": 54091, + "n_ref": 73812 + }, + "2": { + "Dice": 0.9563262146593525, + "FN": 3620, + "FP": 9413, + "IoU": 0.9163075935142078, + "TN": 75041003, + "TP": 142692, + "n_pred": 152105, + "n_ref": 146312 + }, + "3": { + "Dice": 0.957643695205217, + "FN": 3822, + "FP": 8889, + "IoU": 0.9187297000076724, + "TN": 75040324, + "TP": 143693, + "n_pred": 152582, + "n_ref": 147515 + }, + "4": { + "Dice": 0.9108255751327229, + "FN": 1287, + "FP": 3349, + "IoU": 0.8362531788640859, + "TN": 75168416, + "TP": 23676, + "n_pred": 27025, + "n_ref": 24963 + }, + "5": { + "Dice": 0.8561067396510434, + "FN": 1445, + "FP": 658, + "IoU": 0.7484148821629382, + "TN": 75188369, + "TP": 6256, + "n_pred": 6914, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9782995491373452, + "FN": 27103, + "FP": 27439, + "IoU": 0.9575209136017657, + "TN": 73912755, + "TP": 1229431, + "n_pred": 1256870, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.9411461947156339, + "FN": 7357, + "FP": 10710, + "IoU": 0.8888348797716029, + "TN": 75034204, + "TP": 144457, + "n_pred": 155167, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9183117465976397, + "FN": 12101, + "FP": 822, + "IoU": 0.8489615595890652, + "TN": 75111167, + "TP": 72638, + "n_pred": 73460, + "n_ref": 84739 + }, + "9": { + "Dice": 0.8469594121062854, + "FN": 13786, + "FP": 9143, + "IoU": 0.7345443178660739, + "TN": 75110352, + "TP": 63447, + "n_pred": 72590, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9748629147964506, + "FN": 4197, + "FP": 6718, + "IoU": 0.9509585877511042, + "TN": 86705305, + "TP": 211652, + "n_pred": 218370, + "n_ref": 215849 + }, + "10": { + "Dice": 0.70605738575983, + "FN": 12354, + "FP": 34668, + "IoU": 0.5456636005256241, + "TN": 86824376, + "TP": 56474, + "n_pred": 91142, + "n_ref": 68828 + }, + "11": { + "Dice": 0.2100550964187328, + "FN": 2285, + "FP": 9, + "IoU": 0.11735282801077337, + "TN": 86925273, + "TP": 305, + "n_pred": 314, + "n_ref": 2590 + }, + "12": { + "Dice": 0.6380839199195539, + "FN": 1425, + "FP": 2534, + "IoU": 0.46851926433078267, + "TN": 86920423, + "TP": 3490, + "n_pred": 6024, + "n_ref": 4915 + }, + "13": { + "Dice": 0.6030384378889906, + "FN": 15151, + "FP": 37787, + "IoU": 0.4316786189719586, + "TN": 86834724, + "TP": 40210, + "n_pred": 77997, + "n_ref": 55361 + }, + "14": { + "Dice": 0.8825477835113102, + "FN": 13070, + "FP": 5617, + "IoU": 0.7897857022329715, + "TN": 86838977, + "TP": 70208, + "n_pred": 75825, + "n_ref": 83278 + }, + "15": { + "Dice": 0.8475024673758087, + "FN": 38999, + "FP": 5501, + "IoU": 0.735361632788991, + "TN": 86759718, + "TP": 123654, + "n_pred": 129155, + "n_ref": 162653 + }, + "2": { + "Dice": 0.9332465739919156, + "FN": 5895, + "FP": 11032, + "IoU": 0.8748475057485712, + "TN": 86792621, + "TP": 118324, + "n_pred": 129356, + "n_ref": 124219 + }, + "3": { + "Dice": 0.9367955221809323, + "FN": 18466, + "FP": 2029, + "IoU": 0.8811056967165565, + "TN": 86755492, + "TP": 151885, + "n_pred": 153914, + "n_ref": 170351 + }, + "4": { + "Dice": 0.8395216366944022, + "FN": 2447, + "FP": 2934, + "IoU": 0.7234272203947368, + "TN": 86908416, + "TP": 14075, + "n_pred": 17009, + "n_ref": 16522 + }, + "5": { + "Dice": 0.8350567044696464, + "FN": 466, + "FP": 1512, + "IoU": 0.716821760916249, + "TN": 86920887, + "TP": 5007, + "n_pred": 6519, + "n_ref": 5473 + }, + "6": { + "Dice": 0.9495421017291413, + "FN": 23210, + "FP": 99128, + "IoU": 0.9039316123874805, + "TN": 85654425, + "TP": 1151109, + "n_pred": 1250237, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.9071197624895243, + "FN": 165396, + "FP": 10267, + "IoU": 0.8300266866897474, + "TN": 85894398, + "TP": 857811, + "n_pred": 868078, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9343507576306822, + "FN": 2838, + "FP": 4406, + "IoU": 0.8767901486546246, + "TN": 86869078, + "TP": 51550, + "n_pred": 55956, + "n_ref": 54388 + }, + "9": { + "Dice": 0.855219665756215, + "FN": 4576, + "FP": 11061, + "IoU": 0.747060060497242, + "TN": 86866051, + "TP": 46184, + "n_pred": 57245, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9208864795918368, + "FN": 1826, + "FP": 13060, + "IoU": 0.8533731272716527, + "TN": 37648077, + "TP": 86637, + "n_pred": 99697, + "n_ref": 88463 + }, + "10": { + "Dice": 0.83568328707929, + "FN": 14377, + "FP": 3267, + "IoU": 0.7177456767608901, + "TN": 37687089, + "TP": 44867, + "n_pred": 48134, + "n_ref": 59244 + }, + "11": { + "Dice": 0.6577350859453994, + "FN": 1287, + "FP": 67, + "IoU": 0.49001883239171373, + "TN": 37746945, + "TP": 1301, + "n_pred": 1368, + "n_ref": 2588 + }, + "12": { + "Dice": 0.6613906161673262, + "FN": 1162, + "FP": 635, + "IoU": 0.49408783783783783, + "TN": 37746048, + "TP": 1755, + "n_pred": 2390, + "n_ref": 2917 + }, + "13": { + "Dice": 0.7440426741288094, + "FN": 10851, + "FP": 12565, + "IoU": 0.5924107919930375, + "TN": 37692150, + "TP": 34034, + "n_pred": 46599, + "n_ref": 44885 + }, + "14": { + "Dice": 0.3934115831224537, + "FN": 12592, + "FP": 257796, + "IoU": 0.24487390733655431, + "TN": 37391530, + "TP": 87682, + "n_pred": 345478, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 11162, + "IoU": 0.0, + "TN": 37738438, + "TP": 0, + "n_pred": 11162, + "n_ref": 0 + }, + "2": { + "Dice": 0.855361985647802, + "FN": 23589, + "FP": 2331, + "IoU": 0.7472772832307947, + "TN": 37647037, + "TP": 76643, + "n_pred": 78974, + "n_ref": 100232 + }, + "3": { + "Dice": 0.9484345906184967, + "FN": 6437, + "FP": 2508, + "IoU": 0.9019263872290504, + "TN": 37658393, + "TP": 82262, + "n_pred": 84770, + "n_ref": 88699 + }, + "4": { + "Dice": 0.00562563927719059, + "FN": 11661, + "FP": 5, + "IoU": 0.002820753910590649, + "TN": 37737901, + "TP": 33, + "n_pred": 38, + "n_ref": 11694 + }, + "5": { + "Dice": 0.8267073927361237, + "FN": 1388, + "FP": 2243, + "IoU": 0.7046046208916369, + "TN": 37737308, + "TP": 8661, + "n_pred": 10904, + "n_ref": 10049 + }, + "6": { + "Dice": 0.9606660912662037, + "FN": 42975, + "FP": 14310, + "IoU": 0.9243093900751951, + "TN": 36992769, + "TP": 699546, + "n_pred": 713856, + "n_ref": 742521 + }, + "7": { + "Dice": 0.9317354540503056, + "FN": 32238, + "FP": 13634, + "IoU": 0.8721954291031782, + "TN": 37390677, + "TP": 313051, + "n_pred": 326685, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9457072572305756, + "FN": 4466, + "FP": 3987, + "IoU": 0.8970063236387119, + "TN": 37667527, + "TP": 73620, + "n_pred": 77607, + "n_ref": 78086 + }, + "9": { + "Dice": 0.8899068269197464, + "FN": 3386, + "FP": 9328, + "IoU": 0.8016505717717906, + "TN": 37685501, + "TP": 51385, + "n_pred": 60713, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9722480514669751, + "FN": 5113, + "FP": 5900, + "IoU": 0.9459948510481795, + "TN": 75702763, + "TP": 192912, + "n_pred": 198812, + "n_ref": 198025 + }, + "10": { + "Dice": 0.9203451272283615, + "FN": 9257, + "FP": 8893, + "IoU": 0.8524438229651068, + "TN": 75783684, + "TP": 104854, + "n_pred": 113747, + "n_ref": 114111 + }, + "11": { + "Dice": 0.4692451865735219, + "FN": 2965, + "FP": 150, + "IoU": 0.30654496883348176, + "TN": 75902196, + "TP": 1377, + "n_pred": 1527, + "n_ref": 4342 + }, + "12": { + "Dice": 0.7400891123043528, + "FN": 1345, + "FP": 930, + "IoU": 0.5874138556401887, + "TN": 75901174, + "TP": 3239, + "n_pred": 4169, + "n_ref": 4584 + }, + "13": { + "Dice": 0.7727364847747885, + "FN": 10998, + "FP": 6944, + "IoU": 0.6296418619052534, + "TN": 75858243, + "TP": 30503, + "n_pred": 37447, + "n_ref": 41501 + }, + "14": { + "Dice": 0.9238141236513544, + "FN": 2222, + "FP": 17811, + "IoU": 0.858415022863645, + "TN": 75765197, + "TP": 121458, + "n_pred": 139269, + "n_ref": 123680 + }, + "15": { + "Dice": 0.818505295370676, + "FN": 50861, + "FP": 9633, + "IoU": 0.6927710231485714, + "TN": 75709786, + "TP": 136408, + "n_pred": 146041, + "n_ref": 187269 + }, + "2": { + "Dice": 0.963351137088918, + "FN": 6306, + "FP": 7877, + "IoU": 0.9292935839274141, + "TN": 75706098, + "TP": 186407, + "n_pred": 194284, + "n_ref": 192713 + }, + "3": { + "Dice": 0.9613100696524712, + "FN": 15368, + "FP": 3618, + "IoU": 0.9255024445368721, + "TN": 75651834, + "TP": 235868, + "n_pred": 239486, + "n_ref": 251236 + }, + "4": { + "Dice": 0.9038861901457321, + "FN": 1522, + "FP": 4572, + "IoU": 0.824628046850269, + "TN": 75871939, + "TP": 28655, + "n_pred": 33227, + "n_ref": 30177 + }, + "5": { + "Dice": 0.8760260997684698, + "FN": 1305, + "FP": 1051, + "IoU": 0.7794007490636704, + "TN": 75896008, + "TP": 8324, + "n_pred": 9375, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9769519182484239, + "FN": 55232, + "FP": 22702, + "IoU": 0.9549423293729945, + "TN": 74177038, + "TP": 1651716, + "n_pred": 1674418, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.937009936352397, + "FN": 17942, + "FP": 16449, + "IoU": 0.8814851317961424, + "TN": 75616505, + "TP": 255792, + "n_pred": 272241, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9486098103002056, + "FN": 6162, + "FP": 3111, + "IoU": 0.9022433532227119, + "TN": 75811830, + "TP": 85585, + "n_pred": 88696, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8524446423849354, + "FN": 16497, + "FP": 4707, + "IoU": 0.7428353122384874, + "TN": 75824235, + "TP": 61249, + "n_pred": 65956, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9657374280742638, + "FN": 976, + "FP": 5699, + "IoU": 0.9337449254072081, + "TN": 61287003, + "TP": 94072, + "n_pred": 99771, + "n_ref": 95048 + }, + "10": { + "Dice": 0.9043982838976512, + "FN": 4799, + "FP": 10688, + "IoU": 0.8254808938371215, + "TN": 61299009, + "TP": 73254, + "n_pred": 83942, + "n_ref": 78053 + }, + "11": { + "Dice": 0.43510615014226306, + "FN": 2348, + "FP": 233, + "IoU": 0.278041958041958, + "TN": 61384175, + "TP": 994, + "n_pred": 1227, + "n_ref": 3342 + }, + "12": { + "Dice": 0.7328173374613003, + "FN": 1002, + "FP": 724, + "IoU": 0.578304422184217, + "TN": 61383657, + "TP": 2367, + "n_pred": 3091, + "n_ref": 3369 + }, + "13": { + "Dice": 0.6320488057662411, + "FN": 12622, + "FP": 18620, + "IoU": 0.4620404649160568, + "TN": 61329675, + "TP": 26833, + "n_pred": 45453, + "n_ref": 39455 + }, + "14": { + "Dice": 0.9132014176018901, + "FN": 4618, + "FP": 7138, + "IoU": 0.8402673985706133, + "TN": 61314152, + "TP": 61842, + "n_pred": 68980, + "n_ref": 66460 + }, + "15": { + "Dice": 0.914908147237588, + "FN": 2540, + "FP": 4936, + "IoU": 0.8431619359305179, + "TN": 61340083, + "TP": 40191, + "n_pred": 45127, + "n_ref": 42731 + }, + "2": { + "Dice": 0.9666692931999055, + "FN": 4350, + "FP": 4533, + "IoU": 0.9354887906054599, + "TN": 61250053, + "TP": 128814, + "n_pred": 133347, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9684735164622263, + "FN": 6150, + "FP": 2149, + "IoU": 0.9388741170664879, + "TN": 61251981, + "TP": 127470, + "n_pred": 129619, + "n_ref": 133620 + }, + "4": { + "Dice": 0.727977745932732, + "FN": 6022, + "FP": 3659, + "IoU": 0.5722995361166335, + "TN": 61365115, + "TP": 12954, + "n_pred": 16613, + "n_ref": 18976 + }, + "5": { + "Dice": 0.6824853669518235, + "FN": 12537, + "FP": 1567, + "IoU": 0.5180097054199986, + "TN": 61358488, + "TP": 15158, + "n_pred": 16725, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9721040470953839, + "FN": 32479, + "FP": 22745, + "IoU": 0.9457222244609719, + "TN": 60370317, + "TP": 962209, + "n_pred": 984954, + "n_ref": 994688 + }, + "7": { + "Dice": 0.9413126396000258, + "FN": 12194, + "FP": 8747, + "IoU": 0.8891318389258902, + "TN": 61198868, + "TP": 167941, + "n_pred": 176688, + "n_ref": 180135 + }, + "8": { + "Dice": 0.9535211472846915, + "FN": 17292, + "FP": 5035, + "IoU": 0.9111709661505164, + "TN": 61136402, + "TP": 229021, + "n_pred": 234056, + "n_ref": 246313 + }, + "9": { + "Dice": 0.9084641319308525, + "FN": 7773, + "FP": 6725, + "IoU": 0.8322806043358553, + "TN": 61301308, + "TP": 71944, + "n_pred": 78669, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9759377888262103, + "FN": 1782, + "FP": 7278, + "IoU": 0.953006348811154, + "TN": 39556008, + "TP": 183732, + "n_pred": 191010, + "n_ref": 185514 + }, + "10": { + "Dice": 0.8017838973783555, + "FN": 9673, + "FP": 11172, + "IoU": 0.6691479906037712, + "TN": 39685796, + "TP": 42159, + "n_pred": 53331, + "n_ref": 51832 + }, + "11": { + "Dice": 0.4774774774774775, + "FN": 2077, + "FP": 11, + "IoU": 0.3136094674556213, + "TN": 39745758, + "TP": 954, + "n_pred": 965, + "n_ref": 3031 + }, + "12": { + "Dice": 0.8404657492817178, + "FN": 681, + "FP": 374, + "IoU": 0.724830464267084, + "TN": 39744966, + "TP": 2779, + "n_pred": 3153, + "n_ref": 3460 + }, + "13": { + "Dice": 0.7881503174412379, + "FN": 7748, + "FP": 11639, + "IoU": 0.6503697024346258, + "TN": 39693350, + "TP": 36063, + "n_pred": 47702, + "n_ref": 43811 + }, + "14": { + "Dice": 0.44804353798453667, + "FN": 16209, + "FP": 25982, + "IoU": 0.2886959453763803, + "TN": 39689485, + "TP": 17124, + "n_pred": 43106, + "n_ref": 33333 + }, + "15": { + "Dice": 0.8232357367505655, + "FN": 6040, + "FP": 13575, + "IoU": 0.6995757455085694, + "TN": 39683509, + "TP": 45676, + "n_pred": 59251, + "n_ref": 51716 + }, + "2": { + "Dice": 0.9575100320008127, + "FN": 4744, + "FP": 5294, + "IoU": 0.9184836894291909, + "TN": 39625659, + "TP": 113103, + "n_pred": 118397, + "n_ref": 117847 + }, + "3": { + "Dice": 0.9584682025026365, + "FN": 2950, + "FP": 8431, + "IoU": 0.9202486230431797, + "TN": 39606094, + "TP": 131325, + "n_pred": 139756, + "n_ref": 134275 + }, + "4": { + "Dice": 0.8831958873299776, + "FN": 3157, + "FP": 2296, + "IoU": 0.7908243507614408, + "TN": 39722731, + "TP": 20616, + "n_pred": 22912, + "n_ref": 23773 + }, + "5": { + "Dice": 0.8004515946937624, + "FN": 852, + "FP": 1976, + "IoU": 0.6672941176470588, + "TN": 39740300, + "TP": 5672, + "n_pred": 7648, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9750041752491232, + "FN": 17241, + "FP": 29455, + "IoU": 0.9512274603519444, + "TN": 38791376, + "TP": 910728, + "n_pred": 940183, + "n_ref": 927969 + }, + "7": { + "Dice": 0.9483690919671567, + "FN": 62282, + "FP": 10648, + "IoU": 0.9018079296862378, + "TN": 39006072, + "TP": 669798, + "n_pred": 680446, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9616337005884771, + "FN": 1573, + "FP": 2254, + "IoU": 0.9261025720244072, + "TN": 39697012, + "TP": 47961, + "n_pred": 50215, + "n_ref": 49534 + }, + "9": { + "Dice": 0.9021318043964315, + "FN": 877, + "FP": 7965, + "IoU": 0.8217123039077308, + "TN": 39699206, + "TP": 40752, + "n_pred": 48717, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9550456280750464, + "FN": 3394, + "FP": 5414, + "IoU": 0.9139591677249194, + "TN": 101294238, + "TP": 93562, + "n_pred": 98976, + "n_ref": 96956 + }, + "10": { + "Dice": 0.8833969441610299, + "FN": 12259, + "FP": 6255, + "IoU": 0.7911468086546488, + "TN": 101307962, + "TP": 70132, + "n_pred": 76387, + "n_ref": 82391 + }, + "11": { + "Dice": 0.4769840185766972, + "FN": 3783, + "FP": 46, + "IoU": 0.3131838565022422, + "TN": 101391033, + "TP": 1746, + "n_pred": 1792, + "n_ref": 5529 + }, + "12": { + "Dice": 0.6692290300700882, + "FN": 2265, + "FP": 661, + "IoU": 0.5028882093102277, + "TN": 101390722, + "TP": 2960, + "n_pred": 3621, + "n_ref": 5225 + }, + "13": { + "Dice": 0.9002306451942114, + "FN": 5840, + "FP": 3936, + "IoU": 0.8185631298602476, + "TN": 101342727, + "TP": 44105, + "n_pred": 48041, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9752512382970195, + "FN": 5248, + "FP": 3396, + "IoU": 0.951697893907475, + "TN": 101217651, + "TP": 170313, + "n_pred": 173709, + "n_ref": 175561 + }, + "15": { + "Dice": 0.9283745006470489, + "FN": 2124, + "FP": 1695, + "IoU": 0.8663236375091883, + "TN": 101368039, + "TP": 24750, + "n_pred": 26445, + "n_ref": 26874 + }, + "2": { + "Dice": 0.9779978697799233, + "FN": 4983, + "FP": 2970, + "IoU": 0.9569430834447699, + "TN": 101211899, + "TP": 176756, + "n_pred": 179726, + "n_ref": 181739 + }, + "3": { + "Dice": 0.9820262904393507, + "FN": 3047, + "FP": 2961, + "IoU": 0.9646872814261448, + "TN": 101226471, + "TP": 164129, + "n_pred": 167090, + "n_ref": 167176 + }, + "4": { + "Dice": 0.8208597198234504, + "FN": 1591, + "FP": 2143, + "IoU": 0.6961510293758646, + "TN": 101384319, + "TP": 8555, + "n_pred": 10698, + "n_ref": 10146 + }, + "5": { + "Dice": 0.7683939814951669, + "FN": 12522, + "FP": 3148, + "IoU": 0.6238959293394777, + "TN": 101354944, + "TP": 25994, + "n_pred": 29142, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9773609087238189, + "FN": 49104, + "FP": 33424, + "IoU": 0.9557241817385855, + "TN": 99532656, + "TP": 1781424, + "n_pred": 1814848, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.9466502736192474, + "FN": 29071, + "FP": 19615, + "IoU": 0.8987046276376619, + "TN": 100915974, + "TP": 431948, + "n_pred": 451563, + "n_ref": 461019 + }, + "8": { + "Dice": 0.9645820347669506, + "FN": 11986, + "FP": 5913, + "IoU": 0.9315871147260274, + "TN": 101134976, + "TP": 243733, + "n_pred": 249646, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9241175416592009, + "FN": 4099, + "FP": 9453, + "IoU": 0.8589391289865934, + "TN": 101300536, + "TP": 82520, + "n_pred": 91973, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9190977634969618, + "FN": 14765, + "FP": 20837, + "IoU": 0.8503060984224158, + "TN": 73645672, + "TP": 202230, + "n_pred": 223067, + "n_ref": 216995 + }, + "10": { + "Dice": 0.24439904488522243, + "FN": 61665, + "FP": 25990, + "IoU": 0.13921104575227583, + "TN": 73781673, + "TP": 14176, + "n_pred": 40166, + "n_ref": 75841 + }, + "11": { + "Dice": 0.08139698633995211, + "FN": 5970, + "FP": 553, + "IoU": 0.04242513211978861, + "TN": 73876692, + "TP": 289, + "n_pred": 842, + "n_ref": 6259 + }, + "12": { + "Dice": 0.3160597572362278, + "FN": 4187, + "FP": 1673, + "IoU": 0.18769060160798448, + "TN": 73876290, + "TP": 1354, + "n_pred": 3027, + "n_ref": 5541 + }, + "13": { + "Dice": 0.011683984392125915, + "FN": 60706, + "FP": 29464, + "IoU": 0.005876321621115068, + "TN": 73792801, + "TP": 533, + "n_pred": 29997, + "n_ref": 61239 + }, + "14": { + "Dice": 0.8212064086115138, + "FN": 12494, + "FP": 26107, + "IoU": 0.6966498754410644, + "TN": 73756255, + "TP": 88648, + "n_pred": 114755, + "n_ref": 101142 + }, + "15": { + "Dice": 0.832181840889222, + "FN": 55593, + "FP": 11593, + "IoU": 0.7125953937236919, + "TN": 73649736, + "TP": 166582, + "n_pred": 178175, + "n_ref": 222175 + }, + "2": { + "Dice": 0.6472017443671477, + "FN": 97552, + "FP": 4382, + "IoU": 0.47841704531499446, + "TN": 73688072, + "TP": 93498, + "n_pred": 97880, + "n_ref": 191050 + }, + "3": { + "Dice": 0.7326342808645312, + "FN": 28264, + "FP": 87981, + "IoU": 0.5780764540201516, + "TN": 73607992, + "TP": 159267, + "n_pred": 247248, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 2064, + "IoU": 0.0, + "TN": 73833552, + "TP": 0, + "n_pred": 2064, + "n_ref": 47888 + }, + "5": { + "Dice": 0.729721386123331, + "FN": 5673, + "FP": 1331, + "IoU": 0.5744577434838083, + "TN": 73867045, + "TP": 9455, + "n_pred": 10786, + "n_ref": 15128 + }, + "6": { + "Dice": 0.869970927241209, + "FN": 162641, + "FP": 297315, + "IoU": 0.7698659691270682, + "TN": 71884860, + "TP": 1538688, + "n_pred": 1836003, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.5323867882229861, + "FN": 65733, + "FP": 121995, + "IoU": 0.3627568789588383, + "TN": 73588910, + "TP": 106866, + "n_pred": 228861, + "n_ref": 172599 + }, + "8": { + "Dice": 0.8815157047580015, + "FN": 8470, + "FP": 10610, + "IoU": 0.7881341816849329, + "TN": 73793447, + "TP": 70977, + "n_pred": 81587, + "n_ref": 79447 + }, + "9": { + "Dice": 0.813804590099689, + "FN": 7118, + "FP": 30891, + "IoU": 0.6860628386414696, + "TN": 73762432, + "TP": 83063, + "n_pred": 113954, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9676130117394593, + "FN": 3825, + "FP": 8460, + "IoU": 0.9372580463938059, + "TN": 69299974, + "TP": 183517, + "n_pred": 191977, + "n_ref": 187342 + }, + "10": { + "Dice": 0.8080576389963835, + "FN": 10050, + "FP": 17230, + "IoU": 0.6779334852366504, + "TN": 69411073, + "TP": 57423, + "n_pred": 74653, + "n_ref": 67473 + }, + "11": { + "Dice": 0.7213514454893766, + "FN": 1390, + "FP": 210, + "IoU": 0.5641514573685644, + "TN": 69492105, + "TP": 2071, + "n_pred": 2281, + "n_ref": 3461 + }, + "12": { + "Dice": 0.5514343668501883, + "FN": 1249, + "FP": 1847, + "IoU": 0.3806761352270454, + "TN": 69490777, + "TP": 1903, + "n_pred": 3750, + "n_ref": 3152 + }, + "13": { + "Dice": 0.7535656052626647, + "FN": 17506, + "FP": 21941, + "IoU": 0.6045770306438517, + "TN": 69396017, + "TP": 60312, + "n_pred": 82253, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9469712324509844, + "FN": 10870, + "FP": 4828, + "IoU": 0.8992833449888684, + "TN": 69339913, + "TP": 140165, + "n_pred": 144993, + "n_ref": 151035 + }, + "15": { + "Dice": 0.933959569325423, + "FN": 8987, + "FP": 3035, + "IoU": 0.8761014521132422, + "TN": 69398745, + "TP": 85009, + "n_pred": 88044, + "n_ref": 93996 + }, + "2": { + "Dice": 0.9575342736489825, + "FN": 4803, + "FP": 8089, + "IoU": 0.9185283021252663, + "TN": 69337537, + "TP": 145347, + "n_pred": 153436, + "n_ref": 150150 + }, + "3": { + "Dice": 0.9594068845450078, + "FN": 10553, + "FP": 3157, + "IoU": 0.9219808110353619, + "TN": 69320050, + "TP": 162016, + "n_pred": 165173, + "n_ref": 172569 + }, + "4": { + "Dice": 0.6629808570337534, + "FN": 17153, + "FP": 3146, + "IoU": 0.4958648950701602, + "TN": 69455511, + "TP": 19966, + "n_pred": 23112, + "n_ref": 37119 + }, + "5": { + "Dice": 0.8549786608631752, + "FN": 3968, + "FP": 1163, + "IoU": 0.7466923380726699, + "TN": 69475520, + "TP": 15125, + "n_pred": 16288, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9764130809330804, + "FN": 37126, + "FP": 31119, + "IoU": 0.9539132073152696, + "TN": 68014983, + "TP": 1412548, + "n_pred": 1443667, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.9556979429768578, + "FN": 12370, + "FP": 15501, + "IoU": 0.9151547069639443, + "TN": 69167284, + "TP": 300621, + "n_pred": 316122, + "n_ref": 312991 + }, + "8": { + "Dice": 0.945985435050218, + "FN": 6459, + "FP": 2931, + "IoU": 0.8975069856793573, + "TN": 69404160, + "TP": 82226, + "n_pred": 85157, + "n_ref": 88685 + }, + "9": { + "Dice": 0.9082037742002245, + "FN": 7962, + "FP": 6675, + "IoU": 0.8318436652727357, + "TN": 69408732, + "TP": 72407, + "n_pred": 79082, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9711380436189411, + "FN": 3570, + "FP": 8249, + "IoU": 0.9438953764359632, + "TN": 50622892, + "TP": 198841, + "n_pred": 207090, + "n_ref": 202411 + }, + "10": { + "Dice": 0.880093772818693, + "FN": 7139, + "FP": 11581, + "IoU": 0.7858638084670732, + "TN": 50746131, + "TP": 68701, + "n_pred": 80282, + "n_ref": 75840 + }, + "11": { + "Dice": 0.609112220976455, + "FN": 3741, + "FP": 94, + "IoU": 0.4379305290927744, + "TN": 50826729, + "TP": 2988, + "n_pred": 3082, + "n_ref": 6729 + }, + "12": { + "Dice": 0.4881496881496882, + "FN": 3951, + "FP": 973, + "IoU": 0.32288228822882287, + "TN": 50826280, + "TP": 2348, + "n_pred": 3321, + "n_ref": 6299 + }, + "13": { + "Dice": 0.7330309155434671, + "FN": 8915, + "FP": 19746, + "IoU": 0.5785704833183843, + "TN": 50765543, + "TP": 39348, + "n_pred": 59094, + "n_ref": 48263 + }, + "14": { + "Dice": 0.6420418928668583, + "FN": 23595, + "FP": 6670, + "IoU": 0.47279948438343755, + "TN": 50776145, + "TP": 27142, + "n_pred": 33812, + "n_ref": 50737 + }, + "15": { + "Dice": 0.5031431479374963, + "FN": 22150, + "FP": 2747, + "IoU": 0.3361331093512519, + "TN": 50796049, + "TP": 12606, + "n_pred": 15353, + "n_ref": 34756 + }, + "2": { + "Dice": 0.9706140080806741, + "FN": 7153, + "FP": 5255, + "IoU": 0.9429057862648108, + "TN": 50616227, + "TP": 204917, + "n_pred": 210172, + "n_ref": 212070 + }, + "3": { + "Dice": 0.968988928683694, + "FN": 7391, + "FP": 5138, + "IoU": 0.9398433786424548, + "TN": 50625279, + "TP": 195744, + "n_pred": 200882, + "n_ref": 203135 + }, + "4": { + "Dice": 0.7191677841440124, + "FN": 267, + "FP": 13555, + "IoU": 0.5614847715736041, + "TN": 50802032, + "TP": 17698, + "n_pred": 31253, + "n_ref": 17965 + }, + "5": { + "Dice": 0.8736006351726876, + "FN": 1841, + "FP": 1343, + "IoU": 0.7755691830549094, + "TN": 50819365, + "TP": 11003, + "n_pred": 12346, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9851555524813859, + "FN": 31468, + "FP": 33774, + "IoU": 0.9707453737271556, + "TN": 48603409, + "TP": 2164901, + "n_pred": 2198675, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.8938866884794214, + "FN": 7754, + "FP": 44623, + "IoU": 0.8081330178104371, + "TN": 50560566, + "TP": 220609, + "n_pred": 265232, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9592508026058182, + "FN": 5667, + "FP": 2596, + "IoU": 0.9216925701288855, + "TN": 50728032, + "TP": 97257, + "n_pred": 99853, + "n_ref": 102924 + }, + "9": { + "Dice": 0.9289738054803921, + "FN": 8175, + "FP": 8178, + "IoU": 0.8673679600311446, + "TN": 50710256, + "TP": 106943, + "n_pred": 115121, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9755354059332235, + "FN": 4900, + "FP": 5485, + "IoU": 0.9522392590071652, + "TN": 76667422, + "TP": 207053, + "n_pred": 212538, + "n_ref": 211953 + }, + "10": { + "Dice": 0.7738855263521544, + "FN": 8956, + "FP": 23770, + "IoU": 0.6311690653563097, + "TN": 76796131, + "TP": 56003, + "n_pred": 79773, + "n_ref": 64959 + }, + "11": { + "Dice": 0.47696614914736574, + "FN": 1937, + "FP": 118, + "IoU": 0.31316844919786097, + "TN": 76881868, + "TP": 937, + "n_pred": 1055, + "n_ref": 2874 + }, + "12": { + "Dice": 0.6651538073625819, + "FN": 1290, + "FP": 38, + "IoU": 0.4982999622213827, + "TN": 76882213, + "TP": 1319, + "n_pred": 1357, + "n_ref": 2609 + }, + "13": { + "Dice": 0.576557907845579, + "FN": 13847, + "FP": 28656, + "IoU": 0.4050448634499363, + "TN": 76813421, + "TP": 28936, + "n_pred": 57592, + "n_ref": 42783 + }, + "14": { + "Dice": 0.9008305538422846, + "FN": 6291, + "FP": 10270, + "IoU": 0.8195556717767681, + "TN": 76793081, + "TP": 75218, + "n_pred": 85488, + "n_ref": 81509 + }, + "15": { + "Dice": 0.8127495377689649, + "FN": 9684, + "FP": 4292, + "IoU": 0.6845645157650033, + "TN": 76840553, + "TP": 30331, + "n_pred": 34623, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9502828251059104, + "FN": 4190, + "FP": 6243, + "IoU": 0.9052751044125659, + "TN": 76774720, + "TP": 99707, + "n_pred": 105950, + "n_ref": 103897 + }, + "3": { + "Dice": 0.9607907810921684, + "FN": 4196, + "FP": 3412, + "IoU": 0.9245402789073813, + "TN": 76784038, + "TP": 93214, + "n_pred": 96626, + "n_ref": 97410 + }, + "4": { + "Dice": 0.9344265573442656, + "FN": 1519, + "FP": 1760, + "IoU": 0.8769236543803017, + "TN": 76858218, + "TP": 23363, + "n_pred": 25123, + "n_ref": 24882 + }, + "5": { + "Dice": 0.8856289051888074, + "FN": 2715, + "FP": 653, + "IoU": 0.7947342759629449, + "TN": 76868452, + "TP": 13040, + "n_pred": 13693, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9727557643869597, + "FN": 24385, + "FP": 37604, + "IoU": 0.946956654185007, + "TN": 75716212, + "TP": 1106659, + "n_pred": 1144263, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.9160582725948625, + "FN": 9896, + "FP": 17825, + "IoU": 0.8451176381850587, + "TN": 76705879, + "TP": 151260, + "n_pred": 169085, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9545726162639646, + "FN": 3823, + "FP": 3171, + "IoU": 0.9130931819029039, + "TN": 76804383, + "TP": 73483, + "n_pred": 76654, + "n_ref": 77306 + }, + "9": { + "Dice": 0.9223972972205661, + "FN": 10543, + "FP": 3124, + "IoU": 0.855971588454121, + "TN": 76789969, + "TP": 81224, + "n_pred": 84348, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9090945004760381, + "FN": 9513, + "FP": 13498, + "IoU": 0.8333393688754337, + "TN": 130861861, + "TP": 115060, + "n_pred": 128558, + "n_ref": 124573 + }, + "10": { + "Dice": 0.8394274298491596, + "FN": 11763, + "FP": 5759, + "IoU": 0.7232873251002812, + "TN": 130936610, + "TP": 45800, + "n_pred": 51559, + "n_ref": 57563 + }, + "11": { + "Dice": 0.45251629003188687, + "FN": 3936, + "FP": 13, + "IoU": 0.292420713133847, + "TN": 130994351, + "TP": 1632, + "n_pred": 1645, + "n_ref": 5568 + }, + "12": { + "Dice": 0.6539356495225869, + "FN": 3227, + "FP": 1086, + "IoU": 0.4858130662851693, + "TN": 130991544, + "TP": 4075, + "n_pred": 5161, + "n_ref": 7302 + }, + "13": { + "Dice": 0.6647526148612797, + "FN": 32689, + "FP": 13434, + "IoU": 0.4978497784455259, + "TN": 130908081, + "TP": 45728, + "n_pred": 59162, + "n_ref": 78417 + }, + "14": { + "Dice": 0.3488069361359675, + "FN": 746098, + "FP": 769, + "IoU": 0.2112453981121435, + "TN": 130053038, + "TP": 200027, + "n_pred": 200796, + "n_ref": 946125 + }, + "15": { + "Dice": 0.17237512415494538, + "FN": 22620, + "FP": 3211, + "IoU": 0.09431646856702079, + "TN": 130971411, + "TP": 2690, + "n_pred": 5901, + "n_ref": 25310 + }, + "2": { + "Dice": 0.909592657904736, + "FN": 32132, + "FP": 4986, + "IoU": 0.8341769380944509, + "TN": 130776091, + "TP": 186723, + "n_pred": 191709, + "n_ref": 218855 + }, + "3": { + "Dice": 0.9327638830163338, + "FN": 20523, + "FP": 17323, + "IoU": 0.8739995472160446, + "TN": 130699568, + "TP": 262518, + "n_pred": 279841, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 1268, + "IoU": 0.0, + "TN": 130996384, + "TP": 0, + "n_pred": 1268, + "n_ref": 2280 + }, + "5": { + "Dice": 0.7795826981707317, + "FN": 7354, + "FP": 1900, + "IoU": 0.6387837152113666, + "TN": 130974313, + "TP": 16365, + "n_pred": 18265, + "n_ref": 23719 + }, + "6": { + "Dice": 0.9642737337037829, + "FN": 63059, + "FP": 41418, + "IoU": 0.9310121458559216, + "TN": 129485506, + "TP": 1409949, + "n_pred": 1451367, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.850879077119861, + "FN": 27784, + "FP": 34005, + "IoU": 0.7404608689808125, + "TN": 130761860, + "TP": 176283, + "n_pred": 210288, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9403631935241233, + "FN": 7880, + "FP": 7105, + "IoU": 0.8874391563007031, + "TN": 130866804, + "TP": 118143, + "n_pred": 125248, + "n_ref": 126023 + }, + "9": { + "Dice": 0.7745240545913116, + "FN": 7931, + "FP": 20766, + "IoU": 0.6320189780085914, + "TN": 130921947, + "TP": 49288, + "n_pred": 70054, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9553785200017041, + "FN": 1353, + "FP": 3884, + "IoU": 0.9145690934895027, + "TN": 74365397, + "TP": 56064, + "n_pred": 59948, + "n_ref": 57417 + }, + "10": { + "Dice": 0.8009145555450018, + "FN": 19750, + "FP": 9594, + "IoU": 0.6679378515090133, + "TN": 74338329, + "TP": 59025, + "n_pred": 68619, + "n_ref": 78775 + }, + "11": { + "Dice": 0.3671052631578947, + "FN": 1830, + "FP": 94, + "IoU": 0.22481869460112813, + "TN": 74424216, + "TP": 558, + "n_pred": 652, + "n_ref": 2388 + }, + "12": { + "Dice": 0.6685336048879837, + "FN": 1144, + "FP": 158, + "IoU": 0.5021032504780115, + "TN": 74424083, + "TP": 1313, + "n_pred": 1471, + "n_ref": 2457 + }, + "13": { + "Dice": 0.578799685333961, + "FN": 56606, + "FP": 11393, + "IoU": 0.40726115760111575, + "TN": 74311978, + "TP": 46721, + "n_pred": 58114, + "n_ref": 103327 + }, + "14": { + "Dice": 0.91554026228368, + "FN": 20832, + "FP": 6855, + "IoU": 0.8442362869198312, + "TN": 74248948, + "TP": 150063, + "n_pred": 156918, + "n_ref": 170895 + }, + "15": { + "Dice": 0.6983269194028221, + "FN": 9425, + "FP": 1628, + "IoU": 0.5364841063490732, + "TN": 74402852, + "TP": 12793, + "n_pred": 14421, + "n_ref": 22218 + }, + "2": { + "Dice": 0.9342741782693449, + "FN": 7800, + "FP": 7811, + "IoU": 0.876655289023735, + "TN": 74300134, + "TP": 110953, + "n_pred": 118764, + "n_ref": 118753 + }, + "3": { + "Dice": 0.9492191313788512, + "FN": 9664, + "FP": 3339, + "IoU": 0.9033464157226534, + "TN": 74292166, + "TP": 121529, + "n_pred": 124868, + "n_ref": 131193 + }, + "4": { + "Dice": 0.786427068656025, + "FN": 10088, + "FP": 977, + "IoU": 0.6480262111524636, + "TN": 74395261, + "TP": 20372, + "n_pred": 21349, + "n_ref": 30460 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 74426694, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "6": { + "Dice": 0.9690201961095647, + "FN": 14857, + "FP": 40945, + "IoU": 0.9399022099685521, + "TN": 73498178, + "TP": 872718, + "n_pred": 913663, + "n_ref": 887575 + }, + "7": { + "Dice": 0.8647857742032568, + "FN": 15462, + "FP": 26770, + "IoU": 0.7617820095553437, + "TN": 74249415, + "TP": 135051, + "n_pred": 161821, + "n_ref": 150513 + }, + "8": { + "Dice": 0.9319071940633518, + "FN": 2544, + "FP": 3402, + "IoU": 0.8724964618089806, + "TN": 74380064, + "TP": 40688, + "n_pred": 44090, + "n_ref": 43232 + }, + "9": { + "Dice": 0.8712455121281999, + "FN": 3924, + "FP": 4898, + "IoU": 0.7718644944401345, + "TN": 74388028, + "TP": 29848, + "n_pred": 34746, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9770817282258666, + "FN": 2802, + "FP": 3653, + "IoU": 0.9551904147055965, + "TN": 106502634, + "TP": 137599, + "n_pred": 141252, + "n_ref": 140401 + }, + "10": { + "Dice": 0.8697777888869448, + "FN": 12350, + "FP": 13699, + "IoU": 0.7695635250614816, + "TN": 106533646, + "TP": 86993, + "n_pred": 100692, + "n_ref": 99343 + }, + "11": { + "Dice": 0.410857908847185, + "FN": 3425, + "FP": 91, + "IoU": 0.2585407001265289, + "TN": 106641946, + "TP": 1226, + "n_pred": 1317, + "n_ref": 4651 + }, + "12": { + "Dice": 0.7262198595025632, + "FN": 1645, + "FP": 1239, + "IoU": 0.5701296765538828, + "TN": 106639979, + "TP": 3825, + "n_pred": 5064, + "n_ref": 5470 + }, + "13": { + "Dice": 0.816040358561955, + "FN": 10856, + "FP": 2709, + "IoU": 0.6892467699074498, + "TN": 106603036, + "TP": 30087, + "n_pred": 32796, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9456027809382874, + "FN": 2521, + "FP": 5272, + "IoU": 0.896818356349385, + "TN": 106571161, + "TP": 67734, + "n_pred": 73006, + "n_ref": 70255 + }, + "15": { + "Dice": 0.8320790705739552, + "FN": 2568, + "FP": 7116, + "IoU": 0.7124446951925647, + "TN": 106613011, + "TP": 23993, + "n_pred": 31109, + "n_ref": 26561 + }, + "2": { + "Dice": 0.9581784813650578, + "FN": 9421, + "FP": 6052, + "IoU": 0.9197146192761707, + "TN": 106453963, + "TP": 177252, + "n_pred": 183304, + "n_ref": 186673 + }, + "3": { + "Dice": 0.955224171539961, + "FN": 3483, + "FP": 10299, + "IoU": 0.9142862473645913, + "TN": 106485897, + "TP": 147009, + "n_pred": 157308, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8174919952629501, + "FN": 764, + "FP": 3397, + "IoU": 0.6913204747774481, + "TN": 106633208, + "TP": 9319, + "n_pred": 12716, + "n_ref": 10083 + }, + "5": { + "Dice": 0.774642899303506, + "FN": 1161, + "FP": 748, + "IoU": 0.6321772639691715, + "TN": 106641498, + "TP": 3281, + "n_pred": 4029, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9762652834208096, + "FN": 32499, + "FP": 27799, + "IoU": 0.9536311190881561, + "TN": 105346290, + "TP": 1240100, + "n_pred": 1267899, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.9555806590662485, + "FN": 15398, + "FP": 14486, + "IoU": 0.9149396431244966, + "TN": 106295361, + "TP": 321443, + "n_pred": 335929, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9553523777421983, + "FN": 3008, + "FP": 3350, + "IoU": 0.9145211814845189, + "TN": 106572307, + "TP": 68023, + "n_pred": 71373, + "n_ref": 71031 + }, + "9": { + "Dice": 0.9036212726713803, + "FN": 11597, + "FP": 4079, + "IoU": 0.8241871628366026, + "TN": 106557525, + "TP": 73487, + "n_pred": 77566, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9634513671582755, + "FN": 6649, + "FP": 4587, + "IoU": 0.929480138830485, + "TN": 107967597, + "TP": 148095, + "n_pred": 152682, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8655160522581703, + "FN": 4590, + "FP": 19199, + "IoU": 0.7629160853099461, + "TN": 108026588, + "TP": 76551, + "n_pred": 95750, + "n_ref": 81141 + }, + "11": { + "Dice": 0.3909348441926346, + "FN": 2278, + "FP": 87, + "IoU": 0.24295774647887325, + "TN": 108123804, + "TP": 759, + "n_pred": 846, + "n_ref": 3037 + }, + "12": { + "Dice": 0.7503774534474081, + "FN": 992, + "FP": 992, + "IoU": 0.6004832863471606, + "TN": 108121962, + "TP": 2982, + "n_pred": 3974, + "n_ref": 3974 + }, + "13": { + "Dice": 0.7600692313527007, + "FN": 22309, + "FP": 12486, + "IoU": 0.6129932820216221, + "TN": 108037020, + "TP": 55113, + "n_pred": 67599, + "n_ref": 77422 + }, + "14": { + "Dice": 0.8169963865759484, + "FN": 6091, + "FP": 9052, + "IoU": 0.6906119113290428, + "TN": 108077983, + "TP": 33802, + "n_pred": 42854, + "n_ref": 39893 + }, + "15": { + "Dice": 0.8089980111103491, + "FN": 3639, + "FP": 7501, + "IoU": 0.6792583208568467, + "TN": 108092196, + "TP": 23592, + "n_pred": 31093, + "n_ref": 27231 + }, + "2": { + "Dice": 0.9659998186656995, + "FN": 9274, + "FP": 3476, + "IoU": 0.9342356375790462, + "TN": 107933054, + "TP": 181124, + "n_pred": 184600, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9629858980493708, + "FN": 12070, + "FP": 2395, + "IoU": 0.9286140817545193, + "TN": 107924297, + "TP": 188166, + "n_pred": 190561, + "n_ref": 200236 + }, + "4": { + "Dice": 0.9473269062226117, + "FN": 882, + "FP": 2724, + "IoU": 0.8999250686870369, + "TN": 108090895, + "TP": 32427, + "n_pred": 35151, + "n_ref": 33309 + }, + "5": { + "Dice": 0.8718929254302104, + "FN": 685, + "FP": 253, + "IoU": 0.7728813559322034, + "TN": 108122798, + "TP": 3192, + "n_pred": 3445, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9796059659513475, + "FN": 30491, + "FP": 29837, + "IoU": 0.9600271397751428, + "TN": 106617704, + "TP": 1448896, + "n_pred": 1478733, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.9585338978136055, + "FN": 8464, + "FP": 12986, + "IoU": 0.920369751642722, + "TN": 107857558, + "TP": 247920, + "n_pred": 260906, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9119792365865664, + "FN": 2411, + "FP": 5457, + "IoU": 0.8382002138685531, + "TN": 108078300, + "TP": 40760, + "n_pred": 46217, + "n_ref": 43171 + }, + "9": { + "Dice": 0.8968017973370337, + "FN": 7451, + "FP": 5043, + "IoU": 0.812910857878738, + "TN": 108060147, + "TP": 54287, + "n_pred": 59330, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8704868271995817, + "FN": 4620, + "FP": 31050, + "IoU": 0.7706743472866024, + "TN": 62414617, + "TP": 119873, + "n_pred": 150923, + "n_ref": 124493 + }, + "10": { + "Dice": 0.9041714196613952, + "FN": 4058, + "FP": 7619, + "IoU": 0.8251029731146559, + "TN": 62503395, + "TP": 55088, + "n_pred": 62707, + "n_ref": 59146 + }, + "11": { + "Dice": 0.45917246429879166, + "FN": 1425, + "FP": 52, + "IoU": 0.2980038022813688, + "TN": 62568056, + "TP": 627, + "n_pred": 679, + "n_ref": 2052 + }, + "12": { + "Dice": 0.6512502766098694, + "FN": 1324, + "FP": 1828, + "IoU": 0.48285479901558653, + "TN": 62564065, + "TP": 2943, + "n_pred": 4771, + "n_ref": 4267 + }, + "13": { + "Dice": 0.8311466321722258, + "FN": 5727, + "FP": 8893, + "IoU": 0.7110786134935378, + "TN": 62519558, + "TP": 35982, + "n_pred": 44875, + "n_ref": 41709 + }, + "14": { + "Dice": 0.9381570406902132, + "FN": 37899, + "FP": 3833, + "IoU": 0.8835176920135429, + "TN": 62211891, + "TP": 316537, + "n_pred": 320370, + "n_ref": 354436 + }, + "15": { + "Dice": 0.7962355566345215, + "FN": 14263, + "FP": 25186, + "IoU": 0.6614546234713581, + "TN": 62453635, + "TP": 77076, + "n_pred": 102262, + "n_ref": 91339 + }, + "2": { + "Dice": 0.9565194220748461, + "FN": 5475, + "FP": 9211, + "IoU": 0.9166624106955392, + "TN": 62393937, + "TP": 161537, + "n_pred": 170748, + "n_ref": 167012 + }, + "3": { + "Dice": 0.9681707526490702, + "FN": 8476, + "FP": 4128, + "IoU": 0.9383052042134942, + "TN": 62365864, + "TP": 191692, + "n_pred": 195820, + "n_ref": 200168 + }, + "4": { + "Dice": 0.8940476682225619, + "FN": 1836, + "FP": 3294, + "IoU": 0.8083962052737731, + "TN": 62543386, + "TP": 21644, + "n_pred": 24938, + "n_ref": 23480 + }, + "5": { + "Dice": 0.7057282189387873, + "FN": 3327, + "FP": 716, + "IoU": 0.5452704982566641, + "TN": 62561269, + "TP": 4848, + "n_pred": 5564, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9717207078583658, + "FN": 57193, + "FP": 24314, + "IoU": 0.944996865427999, + "TN": 61088299, + "TP": 1400354, + "n_pred": 1424668, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.8830784068848688, + "FN": 8854, + "FP": 38425, + "IoU": 0.7906359876362798, + "TN": 62344338, + "TP": 178543, + "n_pred": 216968, + "n_ref": 187397 + }, + "8": { + "Dice": 0.9415217376077775, + "FN": 2913, + "FP": 5436, + "IoU": 0.8895050291159343, + "TN": 62494600, + "TP": 67211, + "n_pred": 72647, + "n_ref": 70124 + }, + "9": { + "Dice": 0.8566320528378091, + "FN": 3358, + "FP": 12119, + "IoU": 0.7492181803451349, + "TN": 62508445, + "TP": 46238, + "n_pred": 58357, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9185783804060547, + "FN": 12569, + "FP": 34966, + "IoU": 0.8494174369761209, + "TN": 55065574, + "TP": 268139, + "n_pred": 303105, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8575216492608819, + "FN": 5420, + "FP": 18223, + "IoU": 0.7505802177398937, + "TN": 55286456, + "TP": 71149, + "n_pred": 89372, + "n_ref": 76569 + }, + "11": { + "Dice": 0.5122818358112475, + "FN": 2742, + "FP": 276, + "IoU": 0.34434064740386705, + "TN": 55376645, + "TP": 1585, + "n_pred": 1861, + "n_ref": 4327 + }, + "12": { + "Dice": 0.6958202464363373, + "FN": 1848, + "FP": 670, + "IoU": 0.5335309373842164, + "TN": 55375850, + "TP": 2880, + "n_pred": 3550, + "n_ref": 4728 + }, + "13": { + "Dice": 0.7760394619763815, + "FN": 9955, + "FP": 15970, + "IoU": 0.6340396098304654, + "TN": 55310407, + "TP": 44916, + "n_pred": 60886, + "n_ref": 54871 + }, + "14": { + "Dice": 0.9396409584713769, + "FN": 3719, + "FP": 8032, + "IoU": 0.886153577864326, + "TN": 55278030, + "TP": 91467, + "n_pred": 99499, + "n_ref": 95186 + }, + "15": { + "Dice": 0.8684852929907718, + "FN": 8522, + "FP": 15506, + "IoU": 0.7675422048082039, + "TN": 55277883, + "TP": 79337, + "n_pred": 94843, + "n_ref": 87859 + }, + "2": { + "Dice": 0.9431522732063804, + "FN": 7460, + "FP": 15192, + "IoU": 0.8924202127659574, + "TN": 55170688, + "TP": 187908, + "n_pred": 203100, + "n_ref": 195368 + }, + "3": { + "Dice": 0.9397253248233417, + "FN": 18986, + "FP": 2168, + "IoU": 0.8863036596311883, + "TN": 55195191, + "TP": 164903, + "n_pred": 167071, + "n_ref": 183889 + }, + "4": { + "Dice": 0.8392067124332571, + "FN": 1908, + "FP": 200, + "IoU": 0.7229596530424497, + "TN": 55373639, + "TP": 5501, + "n_pred": 5701, + "n_ref": 7409 + }, + "5": { + "Dice": 0.8224151539068666, + "FN": 1472, + "FP": 328, + "IoU": 0.6983914209115282, + "TN": 55375280, + "TP": 4168, + "n_pred": 4496, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9668540956422256, + "FN": 69726, + "FP": 28258, + "IoU": 0.935834998294111, + "TN": 53854185, + "TP": 1429079, + "n_pred": 1457337, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.9340067029840948, + "FN": 13059, + "FP": 9861, + "IoU": 0.8761844052853917, + "TN": 55196134, + "TP": 162194, + "n_pred": 172055, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9432261310746782, + "FN": 2062, + "FP": 3354, + "IoU": 0.8925524739118359, + "TN": 55330842, + "TP": 44990, + "n_pred": 48344, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8834637275617231, + "FN": 4505, + "FP": 7739, + "IoU": 0.7912539425453925, + "TN": 55322593, + "TP": 46411, + "n_pred": 54150, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9786449751087629, + "FN": 8115, + "FP": 4132, + "IoU": 0.9581829542699687, + "TN": 110853744, + "TP": 280624, + "n_pred": 284756, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8569078947368421, + "FN": 9855, + "FP": 14331, + "IoU": 0.7496402877697842, + "TN": 111050010, + "TP": 72419, + "n_pred": 86750, + "n_ref": 82274 + }, + "11": { + "Dice": 0.7124732245839512, + "FN": 1472, + "FP": 273, + "IoU": 0.5533657537752752, + "TN": 111142708, + "TP": 2162, + "n_pred": 2435, + "n_ref": 3634 + }, + "12": { + "Dice": 0.7162011173184357, + "FN": 1181, + "FP": 343, + "IoU": 0.5578764142732812, + "TN": 111143168, + "TP": 1923, + "n_pred": 2266, + "n_ref": 3104 + }, + "13": { + "Dice": 0.8594890364756496, + "FN": 8952, + "FP": 8587, + "IoU": 0.7535999775220916, + "TN": 111075434, + "TP": 53642, + "n_pred": 62229, + "n_ref": 62594 + }, + "14": { + "Dice": 0.8625351601488068, + "FN": 7845, + "FP": 2760, + "IoU": 0.7582961072112316, + "TN": 111102739, + "TP": 33271, + "n_pred": 36031, + "n_ref": 41116 + }, + "15": { + "Dice": 0.8092055398608144, + "FN": 1876, + "FP": 9200, + "IoU": 0.6795509778960769, + "TN": 111112051, + "TP": 23488, + "n_pred": 32688, + "n_ref": 25364 + }, + "2": { + "Dice": 0.9634482221038546, + "FN": 7568, + "FP": 3686, + "IoU": 0.9294742844967507, + "TN": 110987042, + "TP": 148319, + "n_pred": 152005, + "n_ref": 155887 + }, + "3": { + "Dice": 0.9661919070220021, + "FN": 13202, + "FP": 2989, + "IoU": 0.9345950313068067, + "TN": 110899065, + "TP": 231359, + "n_pred": 234348, + "n_ref": 244561 + }, + "4": { + "Dice": 0.8959371166796005, + "FN": 943, + "FP": 3214, + "IoU": 0.8114910212225649, + "TN": 111124563, + "TP": 17895, + "n_pred": 21109, + "n_ref": 18838 + }, + "5": { + "Dice": 0.8207228057682037, + "FN": 157, + "FP": 1857, + "IoU": 0.6959541062801933, + "TN": 111139991, + "TP": 4610, + "n_pred": 6467, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9803518318619664, + "FN": 23496, + "FP": 39865, + "IoU": 0.9614608867019044, + "TN": 109502545, + "TP": 1580709, + "n_pred": 1620574, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.7027247267623248, + "FN": 167423, + "FP": 11331, + "IoU": 0.5416928397999133, + "TN": 110756584, + "TP": 211277, + "n_pred": 222608, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9395957297320824, + "FN": 4990, + "FP": 4725, + "IoU": 0.8860731289724887, + "TN": 111061341, + "TP": 75559, + "n_pred": 80284, + "n_ref": 80549 + }, + "9": { + "Dice": 0.8983153047800029, + "FN": 6691, + "FP": 4439, + "IoU": 0.8154014562221154, + "TN": 111086322, + "TP": 49163, + "n_pred": 53602, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9730976856442682, + "FN": 5436, + "FP": 5443, + "IoU": 0.9476049201961143, + "TN": 96913391, + "TP": 196755, + "n_pred": 202198, + "n_ref": 202191 + }, + "10": { + "Dice": 0.8969965920188137, + "FN": 6889, + "FP": 8616, + "IoU": 0.8132310249707891, + "TN": 97038008, + "TP": 67512, + "n_pred": 76128, + "n_ref": 74401 + }, + "11": { + "Dice": 0.4650104304949744, + "FN": 2686, + "FP": 135, + "IoU": 0.3029404497158389, + "TN": 97116978, + "TP": 1226, + "n_pred": 1361, + "n_ref": 3912 + }, + "12": { + "Dice": 0.6384580291970803, + "FN": 2484, + "FP": 686, + "IoU": 0.4689227676327693, + "TN": 97115056, + "TP": 2799, + "n_pred": 3485, + "n_ref": 5283 + }, + "13": { + "Dice": 0.8970152091254753, + "FN": 4188, + "FP": 6646, + "IoU": 0.8132616302118345, + "TN": 97063008, + "TP": 47183, + "n_pred": 53829, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9312830919938355, + "FN": 11240, + "FP": 6774, + "IoU": 0.871402973993618, + "TN": 96980944, + "TP": 122067, + "n_pred": 128841, + "n_ref": 133307 + }, + "15": { + "Dice": 0.9172843619000027, + "FN": 2416, + "FP": 9502, + "IoU": 0.847207087088627, + "TN": 97043024, + "TP": 66083, + "n_pred": 75585, + "n_ref": 68499 + }, + "2": { + "Dice": 0.9507602592551392, + "FN": 5007, + "FP": 11813, + "IoU": 0.906142059182956, + "TN": 96941818, + "TP": 162387, + "n_pred": 174200, + "n_ref": 167394 + }, + "3": { + "Dice": 0.9454971292877706, + "FN": 16382, + "FP": 7075, + "IoU": 0.896628312305272, + "TN": 96894106, + "TP": 203462, + "n_pred": 210537, + "n_ref": 219844 + }, + "4": { + "Dice": 0.904043003373935, + "FN": 1424, + "FP": 1932, + "IoU": 0.8248891207931125, + "TN": 97101860, + "TP": 15809, + "n_pred": 17741, + "n_ref": 17233 + }, + "5": { + "Dice": 0.729802932660876, + "FN": 4644, + "FP": 1142, + "IoU": 0.5745588235294118, + "TN": 97107425, + "TP": 7814, + "n_pred": 8956, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9821924527290133, + "FN": 30757, + "FP": 25698, + "IoU": 0.9650080266770796, + "TN": 95507655, + "TP": 1556915, + "n_pred": 1582613, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.9414430575750137, + "FN": 27629, + "FP": 9583, + "IoU": 0.8893645866780834, + "TN": 96784677, + "TP": 299136, + "n_pred": 308719, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9555851117425388, + "FN": 5270, + "FP": 3546, + "IoU": 0.914947807127559, + "TN": 97017371, + "TP": 94838, + "n_pred": 98384, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9308666119908313, + "FN": 6914, + "FP": 6236, + "IoU": 0.870673970554971, + "TN": 97019344, + "TP": 88531, + "n_pred": 94767, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9753224604267469, + "FN": 4127, + "FP": 5640, + "IoU": 0.951833550321537, + "TN": 78853629, + "TP": 193009, + "n_pred": 198649, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8396754735132005, + "FN": 7473, + "FP": 25192, + "IoU": 0.7236557138506311, + "TN": 78938201, + "TP": 85539, + "n_pred": 110731, + "n_ref": 93012 + }, + "11": { + "Dice": 0.300531914893617, + "FN": 2444, + "FP": 186, + "IoU": 0.17683881064162754, + "TN": 79053210, + "TP": 565, + "n_pred": 751, + "n_ref": 3009 + }, + "12": { + "Dice": 0.5347497299243789, + "FN": 1519, + "FP": 1065, + "IoU": 0.36495453428360775, + "TN": 79052336, + "TP": 1485, + "n_pred": 2550, + "n_ref": 3004 + }, + "13": { + "Dice": 0.7625401036525172, + "FN": 16038, + "FP": 14752, + "IoU": 0.616213992795443, + "TN": 78976178, + "TP": 49437, + "n_pred": 64189, + "n_ref": 65475 + }, + "14": { + "Dice": 0.4655709079866383, + "FN": 25613, + "FP": 2545, + "IoU": 0.3034163718675012, + "TN": 79015982, + "TP": 12265, + "n_pred": 14810, + "n_ref": 37878 + }, + "15": { + "Dice": 0.6937593773443361, + "FN": 8939, + "FP": 17187, + "IoU": 0.531111470055098, + "TN": 79000686, + "TP": 29593, + "n_pred": 46780, + "n_ref": 38532 + }, + "2": { + "Dice": 0.9443020985846754, + "FN": 4394, + "FP": 8388, + "IoU": 0.8944813637676972, + "TN": 78935270, + "TP": 108353, + "n_pred": 116741, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9389588078517823, + "FN": 12342, + "FP": 1835, + "IoU": 0.8849409568640182, + "TN": 78933190, + "TP": 109038, + "n_pred": 110873, + "n_ref": 121380 + }, + "4": { + "Dice": 0.7964822695035461, + "FN": 1463, + "FP": 2124, + "IoU": 0.6617952102583443, + "TN": 79045799, + "TP": 7019, + "n_pred": 9143, + "n_ref": 8482 + }, + "5": { + "Dice": 0.859705851674142, + "FN": 837, + "FP": 508, + "IoU": 0.7539334065129893, + "TN": 79050939, + "TP": 4121, + "n_pred": 4629, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9787675849746609, + "FN": 29967, + "FP": 25944, + "IoU": 0.9584180550618103, + "TN": 77711807, + "TP": 1288687, + "n_pred": 1314631, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.9432138997061683, + "FN": 39807, + "FP": 12470, + "IoU": 0.8925305692835235, + "TN": 78569969, + "TP": 434159, + "n_pred": 446629, + "n_ref": 473966 + }, + "8": { + "Dice": 0.9359105095639814, + "FN": 1240, + "FP": 2908, + "IoU": 0.8795411645128502, + "TN": 79021970, + "TP": 30287, + "n_pred": 33195, + "n_ref": 31527 + }, + "9": { + "Dice": 0.9190691112214856, + "FN": 7452, + "FP": 3791, + "IoU": 0.8502570522894968, + "TN": 78981323, + "TP": 63839, + "n_pred": 67630, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9685685960039998, + "FN": 7252, + "FP": 7427, + "IoU": 0.9390528466086494, + "TN": 122471092, + "TP": 226169, + "n_pred": 233596, + "n_ref": 233421 + }, + "10": { + "Dice": 0.8481033810505209, + "FN": 19040, + "FP": 13684, + "IoU": 0.7362669245647969, + "TN": 122587860, + "TP": 91356, + "n_pred": 105040, + "n_ref": 110396 + }, + "11": { + "Dice": 0.1927554980595084, + "FN": 3735, + "FP": 9, + "IoU": 0.1066571224051539, + "TN": 122707749, + "TP": 447, + "n_pred": 456, + "n_ref": 4182 + }, + "12": { + "Dice": 0.2875962707742197, + "FN": 4871, + "FP": 2159, + "IoU": 0.16794886968872055, + "TN": 122703491, + "TP": 1419, + "n_pred": 3578, + "n_ref": 6290 + }, + "13": { + "Dice": 0.7119237909305629, + "FN": 12958, + "FP": 20095, + "IoU": 0.5527031598890317, + "TN": 122638045, + "TP": 40842, + "n_pred": 60937, + "n_ref": 53800 + }, + "14": { + "Dice": 0.9227802251590798, + "FN": 13433, + "FP": 2343, + "IoU": 0.8566313455351787, + "TN": 122601902, + "TP": 94262, + "n_pred": 96605, + "n_ref": 107695 + }, + "15": { + "Dice": 0.9337898665025199, + "FN": 2545, + "FP": 4339, + "IoU": 0.8758028433282817, + "TN": 122656512, + "TP": 48544, + "n_pred": 52883, + "n_ref": 51089 + }, + "2": { + "Dice": 0.8592389992760036, + "FN": 30129, + "FP": 4867, + "IoU": 0.7532156154800858, + "TN": 122570132, + "TP": 106812, + "n_pred": 111679, + "n_ref": 136941 + }, + "3": { + "Dice": 0.8904520856609638, + "FN": 3218, + "FP": 31884, + "IoU": 0.8025359465358566, + "TN": 122534176, + "TP": 142662, + "n_pred": 174546, + "n_ref": 145880 + }, + "4": { + "Dice": 0.8617834629704723, + "FN": 7031, + "FP": 11716, + "IoU": 0.7571348991462735, + "TN": 122634749, + "TP": 58444, + "n_pred": 70160, + "n_ref": 65475 + }, + "5": { + "Dice": 0.6563532701456223, + "FN": 8172, + "FP": 1291, + "IoU": 0.48848648648648646, + "TN": 122693440, + "TP": 9037, + "n_pred": 10328, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9803456053379696, + "FN": 41758, + "FP": 25166, + "IoU": 0.9614489090324669, + "TN": 120975958, + "TP": 1669058, + "n_pred": 1694224, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.8027252387925797, + "FN": 97827, + "FP": 132396, + "IoU": 0.6704603360911511, + "TN": 122013320, + "TP": 468397, + "n_pred": 600793, + "n_ref": 566224 + }, + "8": { + "Dice": 0.9426063080313595, + "FN": 5998, + "FP": 9888, + "IoU": 0.8914430974866405, + "TN": 122565602, + "TP": 130452, + "n_pred": 140340, + "n_ref": 136450 + }, + "9": { + "Dice": 0.9004557321636427, + "FN": 6283, + "FP": 8854, + "IoU": 0.8189354066985646, + "TN": 122628340, + "TP": 68463, + "n_pred": 77317, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/loop_002/summary_cross_val.json b/nnActive_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/loop_002/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..1382ddd9625b55099fa147f791b9c81199da51e9 --- /dev/null +++ b/nnActive_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/loop_002/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.5832970350962938, + "FN": 6356.073333333334, + "FP": 5214.284444444445, + "IoU": 0.5015427199588715, + "TN": 3022191.6088888887, + "TP": 26956.966666666674, + "n_pred": 32171.251111111116, + "n_ref": 33313.04 + }, + "mean": { + "1": { + "Dice": 0.8202744686788246, + "FN": 1932.8, + "FP": 2312.766666666667, + "IoU": 0.7761478105151105, + "TN": 3014337.9, + "TP": 42135.46666666667, + "n_pred": 44448.23333333333, + "n_ref": 44068.26666666667 + }, + "10": { + "Dice": 0.6790658933612744, + "FN": 5900.3, + "FP": 5050.3, + "IoU": 0.5592831441259009, + "TN": 3037298.7, + "TP": 12469.633333333333, + "n_pred": 17519.933333333334, + "n_ref": 18369.933333333334 + }, + "11": { + "Dice": 0.0, + "FN": 623.3333333333334, + "FP": 0.0, + "IoU": 0.0, + "TN": 3060095.6, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 623.3333333333334 + }, + "12": { + "Dice": 0.19196487289104186, + "FN": 451.93333333333334, + "FP": 191.16666666666666, + "IoU": 0.12834368710182648, + "TN": 3059881.3666666667, + "TP": 194.46666666666667, + "n_pred": 385.6333333333333, + "n_ref": 646.4 + }, + "13": { + "Dice": 0.5958386643664654, + "FN": 6633.566666666667, + "FP": 5889.733333333334, + "IoU": 0.4537112634476084, + "TN": 3038308.2, + "TP": 9887.433333333332, + "n_pred": 15777.166666666666, + "n_ref": 16521.0 + }, + "14": { + "Dice": 0.6070873851562252, + "FN": 4975.166666666667, + "FP": 7055.166666666667, + "IoU": 0.5212627196729452, + "TN": 3034984.6666666665, + "TP": 13703.933333333332, + "n_pred": 20759.1, + "n_ref": 18679.1 + }, + "15": { + "Dice": 0.5160898946244512, + "FN": 2398.233333333333, + "FP": 2029.2333333333333, + "IoU": 0.4179610992195904, + "TN": 3048053.7666666666, + "TP": 8237.7, + "n_pred": 10266.933333333332, + "n_ref": 10635.933333333332 + }, + "2": { + "Dice": 0.5520678398793449, + "FN": 7792.033333333334, + "FP": 6021.233333333334, + "IoU": 0.48871083813298216, + "TN": 3030395.6, + "TP": 16510.066666666666, + "n_pred": 22531.3, + "n_ref": 24302.1 + }, + "3": { + "Dice": 0.6671553795788903, + "FN": 30384.333333333332, + "FP": 2783.866666666667, + "IoU": 0.6059492451808319, + "TN": 3003398.966666667, + "TP": 24151.766666666666, + "n_pred": 26935.633333333335, + "n_ref": 54536.1 + }, + "4": { + "Dice": 0.41858402354969404, + "FN": 3214.233333333333, + "FP": 1075.7, + "IoU": 0.33882014267959215, + "TN": 3051606.566666667, + "TP": 4822.433333333333, + "n_pred": 5898.133333333333, + "n_ref": 8036.666666666667 + }, + "5": { + "Dice": 0.5347494828159952, + "FN": 1712.3666666666666, + "FP": 499.1333333333333, + "IoU": 0.403201362441634, + "TN": 3056035.033333333, + "TP": 2472.4, + "n_pred": 2971.5333333333333, + "n_ref": 4184.766666666666 + }, + "6": { + "Dice": 0.8635286442246792, + "FN": 7291.1, + "FP": 30326.566666666666, + "IoU": 0.7895962758808295, + "TN": 2872922.2, + "TP": 150179.06666666668, + "n_pred": 180505.63333333333, + "n_ref": 157470.16666666666 + }, + "7": { + "Dice": 0.7627571455257239, + "FN": 16062.533333333333, + "FP": 11309.433333333332, + "IoU": 0.6821329317909464, + "TN": 2945226.6333333333, + "TP": 88120.33333333333, + "n_pred": 99429.76666666666, + "n_ref": 104182.86666666667 + }, + "8": { + "Dice": 0.8527287236257947, + "FN": 2637.633333333333, + "FP": 2126.4, + "IoU": 0.7735693367903983, + "TN": 3034526.7333333334, + "TP": 21428.166666666668, + "n_pred": 23554.566666666666, + "n_ref": 24065.8 + }, + "9": { + "Dice": 0.6875631081660025, + "FN": 3331.5333333333333, + "FP": 1543.5666666666666, + "IoU": 0.584450942402875, + "TN": 3045802.2, + "TP": 10041.633333333333, + "n_pred": 11585.2, + "n_ref": 13373.166666666666 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9337147782393017, + "FN": 4830, + "FP": 2399, + "IoU": 0.8756707484865163, + "TN": 4673120, + "TP": 50915, + "n_pred": 53314, + "n_ref": 55745 + }, + "10": { + "Dice": 0.14921761574447492, + "FN": 9605, + "FP": 943, + "IoU": 0.08062407391266452, + "TN": 4719791, + "TP": 925, + "n_pred": 1868, + "n_ref": 10530 + }, + "11": { + "Dice": 0.0, + "FN": 1950, + "FP": 0, + "IoU": 0.0, + "TN": 4729314, + "TP": 0, + "n_pred": 0, + "n_ref": 1950 + }, + "12": { + "Dice": 0.0, + "FN": 24, + "FP": 309, + "IoU": 0.0, + "TN": 4730931, + "TP": 0, + "n_pred": 309, + "n_ref": 24 + }, + "13": { + "Dice": 0.3907166268048543, + "FN": 28523, + "FP": 5868, + "IoU": 0.24278920251882513, + "TN": 4685846, + "TP": 11027, + "n_pred": 16895, + "n_ref": 39550 + }, + "14": { + "Dice": 0.8507595077059541, + "FN": 795, + "FP": 1897, + "IoU": 0.7402797877472262, + "TN": 4720899, + "TP": 7673, + "n_pred": 9570, + "n_ref": 8468 + }, + "15": { + "Dice": 0.5775044837304637, + "FN": 586, + "FP": 1063, + "IoU": 0.40597982708933716, + "TN": 4728488, + "TP": 1127, + "n_pred": 2190, + "n_ref": 1713 + }, + "2": { + "Dice": 0.7848690776030034, + "FN": 2186, + "FP": 6868, + "IoU": 0.645913179507235, + "TN": 4705694, + "TP": 16516, + "n_pred": 23384, + "n_ref": 18702 + }, + "3": { + "Dice": 0.0006474779545636801, + "FN": 667504, + "FP": 5442, + "IoU": 0.0003238438181483264, + "TN": 4058100, + "TP": 218, + "n_pred": 5660, + "n_ref": 667722 + }, + "4": { + "Dice": 0.6885463285264379, + "FN": 3714, + "FP": 44, + "IoU": 0.5250252780586451, + "TN": 4723352, + "TP": 4154, + "n_pred": 4198, + "n_ref": 7868 + }, + "5": { + "Dice": 0.418702023726448, + "FN": 576, + "FP": 1923, + "IoU": 0.264783759929391, + "TN": 4727865, + "TP": 900, + "n_pred": 2823, + "n_ref": 1476 + }, + "6": { + "Dice": 0.43637799153400275, + "FN": 2771, + "FP": 574033, + "IoU": 0.27908151021877375, + "TN": 3931168, + "TP": 223292, + "n_pred": 797325, + "n_ref": 226063 + }, + "7": { + "Dice": 0.5860552778691999, + "FN": 117012, + "FP": 57813, + "IoU": 0.41448245373130327, + "TN": 4432682, + "TP": 123757, + "n_pred": 181570, + "n_ref": 240769 + }, + "8": { + "Dice": 0.7446754535928969, + "FN": 21073, + "FP": 2076, + "IoU": 0.593213488674504, + "TN": 4674357, + "TP": 33758, + "n_pred": 35834, + "n_ref": 54831 + }, + "9": { + "Dice": 0.23346303501945526, + "FN": 343, + "FP": 248, + "IoU": 0.13215859030837004, + "TN": 4730583, + "TP": 90, + "n_pred": 338, + "n_ref": 433 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9244731091844647, + "FN": 16724, + "FP": 420, + "IoU": 0.8595536913851296, + "TN": 3908268, + "TP": 104924, + "n_pred": 105344, + "n_ref": 121648 + }, + "10": { + "Dice": 0.0, + "FN": 27288, + "FP": 26116, + "IoU": 0.0, + "TN": 3976932, + "TP": 0, + "n_pred": 26116, + "n_ref": 27288 + }, + "11": { + "Dice": 0.0, + "FN": 598, + "FP": 0, + "IoU": 0.0, + "TN": 4029738, + "TP": 0, + "n_pred": 0, + "n_ref": 598 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 174, + "IoU": 0.0, + "TN": 4030162, + "TP": 0, + "n_pred": 174, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 3475, + "FP": 24205, + "IoU": 0.0, + "TN": 4002656, + "TP": 0, + "n_pred": 24205, + "n_ref": 3475 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 971, + "IoU": 0.0, + "TN": 4029365, + "TP": 0, + "n_pred": 971, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 458, + "IoU": 0.0, + "TN": 4029878, + "TP": 0, + "n_pred": 458, + "n_ref": 0 + }, + "2": { + "Dice": 0.9098652228815728, + "FN": 1856, + "FP": 9065, + "IoU": 0.8346355349625996, + "TN": 3964294, + "TP": 55121, + "n_pred": 64186, + "n_ref": 56977 + }, + "3": { + "Dice": 0.9122764858163388, + "FN": 5993, + "FP": 2038, + "IoU": 0.8387025507129946, + "TN": 3980546, + "TP": 41759, + "n_pred": 43797, + "n_ref": 47752 + }, + "4": { + "Dice": 0.4437543587246865, + "FN": 37670, + "FP": 4603, + "IoU": 0.2851441616639892, + "TN": 3971201, + "TP": 16862, + "n_pred": 21465, + "n_ref": 54532 + }, + "5": { + "Dice": 0.4970434194965366, + "FN": 2557, + "FP": 420, + "IoU": 0.3307104316546763, + "TN": 4025888, + "TP": 1471, + "n_pred": 1891, + "n_ref": 4028 + }, + "6": { + "Dice": 0.9300004676855282, + "FN": 42272, + "FP": 65492, + "IoU": 0.869159695494336, + "TN": 3206706, + "TP": 715866, + "n_pred": 781358, + "n_ref": 758138 + }, + "7": { + "Dice": 0.7840296111778688, + "FN": 19327, + "FP": 5296, + "IoU": 0.6447768945568908, + "TN": 3961019, + "TP": 44694, + "n_pred": 49990, + "n_ref": 64021 + }, + "8": { + "Dice": 0.9267084273474604, + "FN": 2419, + "FP": 2226, + "IoU": 0.863426538472847, + "TN": 3996325, + "TP": 29366, + "n_pred": 31592, + "n_ref": 31785 + }, + "9": { + "Dice": 0.27551907937286735, + "FN": 27347, + "FP": 5138, + "IoU": 0.15976928249961203, + "TN": 3991674, + "TP": 6177, + "n_pred": 11315, + "n_ref": 33524 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7961638491547465, + "FN": 1101, + "FP": 3915, + "IoU": 0.6613556575749392, + "TN": 2438436, + "TP": 9796, + "n_pred": 13711, + "n_ref": 10897 + }, + "11": { + "Dice": 0.0, + "FN": 380, + "FP": 0, + "IoU": 0.0, + "TN": 2452868, + "TP": 0, + "n_pred": 0, + "n_ref": 380 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7914086383946068, + "FN": 7735, + "FP": 5570, + "IoU": 0.6548190426773901, + "TN": 2414703, + "TP": 25240, + "n_pred": 30810, + "n_ref": 32975 + }, + "14": { + "Dice": 0.6244131455399061, + "FN": 218, + "FP": 262, + "IoU": 0.4539249146757679, + "TN": 2452369, + "TP": 399, + "n_pred": 661, + "n_ref": 617 + }, + "15": { + "Dice": 0.6343295097988787, + "FN": 652, + "FP": 6457, + "IoU": 0.4644821092278719, + "TN": 2439973, + "TP": 6166, + "n_pred": 12623, + "n_ref": 6818 + }, + "2": { + "Dice": 0.9356660697065712, + "FN": 286, + "FP": 181, + "IoU": 0.8791095003882993, + "TN": 2449385, + "TP": 3396, + "n_pred": 3577, + "n_ref": 3682 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 71, + "IoU": 0.0, + "TN": 2453177, + "TP": 0, + "n_pred": 71, + "n_ref": 0 + }, + "4": { + "Dice": 0.7480519480519481, + "FN": 66, + "FP": 225, + "IoU": 0.5975103734439834, + "TN": 2452525, + "TP": 432, + "n_pred": 657, + "n_ref": 498 + }, + "5": { + "Dice": 0.6661323139527714, + "FN": 3271, + "FP": 2144, + "IoU": 0.4993990940186743, + "TN": 2442431, + "TP": 5402, + "n_pred": 7546, + "n_ref": 8673 + }, + "6": { + "Dice": 0.9461174314282879, + "FN": 5047, + "FP": 4184, + "IoU": 0.8977446440835678, + "TN": 2362974, + "TP": 81043, + "n_pred": 85227, + "n_ref": 86090 + }, + "7": { + "Dice": 0.8618231836938852, + "FN": 11848, + "FP": 1412, + "IoU": 0.7571962206108548, + "TN": 2398636, + "TP": 41352, + "n_pred": 42764, + "n_ref": 53200 + }, + "8": { + "Dice": 0.6629481208707896, + "FN": 903, + "FP": 5321, + "IoU": 0.49582827055488055, + "TN": 2440903, + "TP": 6121, + "n_pred": 11442, + "n_ref": 7024 + }, + "9": { + "Dice": 0.8592519398994449, + "FN": 765, + "FP": 4078, + "IoU": 0.7532355039233669, + "TN": 2433622, + "TP": 14783, + "n_pred": 18861, + "n_ref": 15548 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9527079666445452, + "FN": 2001, + "FP": 2916, + "IoU": 0.9096870178532069, + "TN": 2749268, + "TP": 49527, + "n_pred": 52443, + "n_ref": 51528 + }, + "10": { + "Dice": 0.5518516616159022, + "FN": 31973, + "FP": 11652, + "IoU": 0.3810739873732, + "TN": 2733227, + "TP": 26860, + "n_pred": 38512, + "n_ref": 58833 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.28636519944979366, + "FN": 27810, + "FP": 38598, + "IoU": 0.16710981788993126, + "TN": 2723980, + "TP": 13324, + "n_pred": 51922, + "n_ref": 41134 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8018409613909486, + "FN": 42, + "FP": 733, + "IoU": 0.6692274861288946, + "TN": 2801369, + "TP": 1568, + "n_pred": 2301, + "n_ref": 1610 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7726758651888713, + "FN": 1263, + "FP": 747, + "IoU": 0.6295613711758201, + "TN": 2798286, + "TP": 3416, + "n_pred": 4163, + "n_ref": 4679 + }, + "5": { + "Dice": 0.6737217744416415, + "FN": 4301, + "FP": 1002, + "IoU": 0.5079792169233625, + "TN": 2792934, + "TP": 5475, + "n_pred": 6477, + "n_ref": 9776 + }, + "6": { + "Dice": 0.7499385760994878, + "FN": 1694, + "FP": 11537, + "IoU": 0.5999213812705996, + "TN": 2770641, + "TP": 19840, + "n_pred": 31377, + "n_ref": 21534 + }, + "7": { + "Dice": 0.3986674451351444, + "FN": 5693, + "FP": 11816, + "IoU": 0.2489598078325398, + "TN": 2780399, + "TP": 5804, + "n_pred": 17620, + "n_ref": 11497 + }, + "8": { + "Dice": 0.8950900137413315, + "FN": 6164, + "FP": 13457, + "IoU": 0.8101022027796059, + "TN": 2700388, + "TP": 83703, + "n_pred": 97160, + "n_ref": 89867 + }, + "9": { + "Dice": 0.7954414992402499, + "FN": 4236, + "FP": 7880, + "IoU": 0.6603593754380064, + "TN": 2768039, + "TP": 23557, + "n_pred": 31437, + "n_ref": 27793 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9717025003487777, + "FN": 4069, + "FP": 3233, + "IoU": 0.9449624264168294, + "TN": 6701375, + "TP": 125371, + "n_pred": 128604, + "n_ref": 129440 + }, + "10": { + "Dice": 0.7495850824953627, + "FN": 3515, + "FP": 9310, + "IoU": 0.59946908182386, + "TN": 6802028, + "TP": 19195, + "n_pred": 28505, + "n_ref": 22710 + }, + "11": { + "Dice": 0.0, + "FN": 3433, + "FP": 0, + "IoU": 0.0, + "TN": 6830615, + "TP": 0, + "n_pred": 0, + "n_ref": 3433 + }, + "12": { + "Dice": 0.2861610633307271, + "FN": 844, + "FP": 69, + "IoU": 0.16697080291970803, + "TN": 6832952, + "TP": 183, + "n_pred": 252, + "n_ref": 1027 + }, + "13": { + "Dice": 0.5718828269628662, + "FN": 13668, + "FP": 5989, + "IoU": 0.40044531202342465, + "TN": 6801262, + "TP": 13129, + "n_pred": 19118, + "n_ref": 26797 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 6834048, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 6834048, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9252574620352592, + "FN": 1248, + "FP": 893, + "IoU": 0.8609108036120314, + "TN": 6818655, + "TP": 13252, + "n_pred": 14145, + "n_ref": 14500 + }, + "3": { + "Dice": 0.9127596945522802, + "FN": 1099, + "FP": 946, + "IoU": 0.839519736325826, + "TN": 6821305, + "TP": 10698, + "n_pred": 11644, + "n_ref": 11797 + }, + "4": { + "Dice": 0.11779911373707533, + "FN": 9, + "FP": 4769, + "IoU": 0.06258583480478713, + "TN": 6828951, + "TP": 319, + "n_pred": 5088, + "n_ref": 328 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 6834048, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9637820822697315, + "FN": 13475, + "FP": 15370, + "IoU": 0.9300959438925739, + "TN": 6421411, + "TP": 383792, + "n_pred": 399162, + "n_ref": 397267 + }, + "7": { + "Dice": 0.9516026595994919, + "FN": 19774, + "FP": 4916, + "IoU": 0.9076736681113301, + "TN": 6566627, + "TP": 242731, + "n_pred": 247647, + "n_ref": 262505 + }, + "8": { + "Dice": 0.9393258426966292, + "FN": 440, + "FP": 721, + "IoU": 0.885593220338983, + "TN": 6823900, + "TP": 8987, + "n_pred": 9708, + "n_ref": 9427 + }, + "9": { + "Dice": 0.8939611565602947, + "FN": 1208, + "FP": 2188, + "IoU": 0.808254756930721, + "TN": 6816337, + "TP": 14315, + "n_pred": 16503, + "n_ref": 15523 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8686577359492998, + "FN": 4061, + "FP": 6322, + "IoU": 0.7678116194820878, + "TN": 1357138, + "TP": 34335, + "n_pred": 40657, + "n_ref": 38396 + }, + "11": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 1401848, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.869439299545378, + "FN": 480, + "FP": 3397, + "IoU": 0.769033718575003, + "TN": 1385070, + "TP": 12909, + "n_pred": 16306, + "n_ref": 13389 + }, + "14": { + "Dice": 0.9663720246271189, + "FN": 1175, + "FP": 906, + "IoU": 0.9349321493340004, + "TN": 1369874, + "TP": 29901, + "n_pred": 30807, + "n_ref": 31076 + }, + "15": { + "Dice": 0.3169754631947922, + "FN": 2697, + "FP": 31, + "IoU": 0.18833680452246354, + "TN": 1398495, + "TP": 633, + "n_pred": 664, + "n_ref": 3330 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8624391791834144, + "FN": 1197, + "FP": 4005, + "IoU": 0.7581477521037705, + "TN": 1380347, + "TP": 16307, + "n_pred": 20312, + "n_ref": 17504 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9460464614887081, + "FN": 9395, + "FP": 2617, + "IoU": 0.8976168558862637, + "TN": 1284532, + "TP": 105312, + "n_pred": 107929, + "n_ref": 114707 + }, + "7": { + "Dice": 0.9553130100481911, + "FN": 8950, + "FP": 2604, + "IoU": 0.9144490352007345, + "TN": 1266802, + "TP": 123500, + "n_pred": 126104, + "n_ref": 132450 + }, + "8": { + "Dice": 0.8607755880483153, + "FN": 235, + "FP": 203, + "IoU": 0.7555803571428571, + "TN": 1400064, + "TP": 1354, + "n_pred": 1557, + "n_ref": 1589 + }, + "9": { + "Dice": 0.7857142857142857, + "FN": 828, + "FP": 1548, + "IoU": 0.6470588235294118, + "TN": 1395124, + "TP": 4356, + "n_pred": 5904, + "n_ref": 5184 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8709115895556574, + "FN": 427, + "FP": 982, + "IoU": 0.7713404738721195, + "TN": 1921390, + "TP": 4753, + "n_pred": 5735, + "n_ref": 5180 + }, + "10": { + "Dice": 0.5609891123823584, + "FN": 14143, + "FP": 9647, + "IoU": 0.3898435496281098, + "TN": 1888562, + "TP": 15200, + "n_pred": 24847, + "n_ref": 29343 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5619770383343062, + "FN": 1326, + "FP": 3176, + "IoU": 0.39079837618403246, + "TN": 1920162, + "TP": 2888, + "n_pred": 6064, + "n_ref": 4214 + }, + "13": { + "Dice": 0.669807774241247, + "FN": 5841, + "FP": 7334, + "IoU": 0.5035420905870827, + "TN": 1901014, + "TP": 13363, + "n_pred": 20697, + "n_ref": 19204 + }, + "14": { + "Dice": 0.6917867165575304, + "FN": 5968, + "FP": 10506, + "IoU": 0.5288027000743665, + "TN": 1892590, + "TP": 18488, + "n_pred": 28994, + "n_ref": 24456 + }, + "15": { + "Dice": 0.6047913213801416, + "FN": 3226, + "FP": 7266, + "IoU": 0.43347732181425486, + "TN": 1909032, + "TP": 8028, + "n_pred": 15294, + "n_ref": 11254 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.94713999370517, + "FN": 1987, + "FP": 1204, + "IoU": 0.8995877780924509, + "TN": 1895773, + "TP": 28588, + "n_pred": 29792, + "n_ref": 30575 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 1927530, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "5": { + "Dice": 0.30439952437574314, + "FN": 585, + "FP": 0, + "IoU": 0.17952314165497896, + "TN": 1926839, + "TP": 128, + "n_pred": 128, + "n_ref": 713 + }, + "6": { + "Dice": 0.3987049028677151, + "FN": 165, + "FP": 2435, + "IoU": 0.24898902368573078, + "TN": 1924090, + "TP": 862, + "n_pred": 3297, + "n_ref": 1027 + }, + "7": { + "Dice": 0.6704889895190447, + "FN": 6036, + "FP": 48102, + "IoU": 0.5043124759655002, + "TN": 1818334, + "TP": 55080, + "n_pred": 103182, + "n_ref": 61116 + }, + "8": { + "Dice": 0.8765984654731458, + "FN": 896, + "FP": 262, + "IoU": 0.7803073420603301, + "TN": 1922281, + "TP": 4113, + "n_pred": 4375, + "n_ref": 5009 + }, + "9": { + "Dice": 0.8184295911745619, + "FN": 539, + "FP": 860, + "IoU": 0.6926625659050967, + "TN": 1923000, + "TP": 3153, + "n_pred": 4013, + "n_ref": 3692 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9120097701262632, + "FN": 4023, + "FP": 444, + "IoU": 0.8382518014266575, + "TN": 2075167, + "TP": 23150, + "n_pred": 23594, + "n_ref": 27173 + }, + "10": { + "Dice": 0.5544417559626685, + "FN": 772, + "FP": 517, + "IoU": 0.3835485413677666, + "TN": 2100693, + "TP": 802, + "n_pred": 1319, + "n_ref": 1574 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1603, + "FP": 0, + "IoU": 0.0, + "TN": 2101181, + "TP": 0, + "n_pred": 0, + "n_ref": 1603 + }, + "13": { + "Dice": 0.3929299796057104, + "FN": 3261, + "FP": 311, + "IoU": 0.24450084602368866, + "TN": 2098056, + "TP": 1156, + "n_pred": 1467, + "n_ref": 4417 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9424962760675273, + "FN": 662, + "FP": 3044, + "IoU": 0.8912462951550899, + "TN": 2068707, + "TP": 30371, + "n_pred": 33415, + "n_ref": 31033 + }, + "3": { + "Dice": 0.8051575931232091, + "FN": 254, + "FP": 18, + "IoU": 0.6738609112709832, + "TN": 2101950, + "TP": 562, + "n_pred": 580, + "n_ref": 816 + }, + "4": { + "Dice": 0.8686150265097633, + "FN": 700, + "FP": 5396, + "IoU": 0.7677448851297292, + "TN": 2076537, + "TP": 20151, + "n_pred": 25547, + "n_ref": 20851 + }, + "5": { + "Dice": 0.8180490180165557, + "FN": 394, + "FP": 1848, + "IoU": 0.6921175501235924, + "TN": 2095502, + "TP": 5040, + "n_pred": 6888, + "n_ref": 5434 + }, + "6": { + "Dice": 0.9558543865587593, + "FN": 12462, + "FP": 1884, + "IoU": 0.9154416532082189, + "TN": 1933126, + "TP": 155312, + "n_pred": 157196, + "n_ref": 167774 + }, + "7": { + "Dice": 0.9263637360857915, + "FN": 5190, + "FP": 8907, + "IoU": 0.8628282847940527, + "TN": 2000015, + "TP": 88672, + "n_pred": 97579, + "n_ref": 93862 + }, + "8": { + "Dice": 0.9518055038515506, + "FN": 2448, + "FP": 918, + "IoU": 0.9080428368484319, + "TN": 2066180, + "TP": 33238, + "n_pred": 34156, + "n_ref": 35686 + }, + "9": { + "Dice": 0.34917355371900827, + "FN": 216, + "FP": 414, + "IoU": 0.21151439299123906, + "TN": 2101985, + "TP": 169, + "n_pred": 583, + "n_ref": 385 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9826952065119083, + "FN": 258, + "FP": 316, + "IoU": 0.9659791370317686, + "TN": 4188696, + "TP": 16298, + "n_pred": 16614, + "n_ref": 16556 + }, + "10": { + "Dice": 0.802634840811701, + "FN": 3485, + "FP": 2088, + "IoU": 0.6703342206447797, + "TN": 4188663, + "TP": 11332, + "n_pred": 13420, + "n_ref": 14817 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4205568, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.21212121212121213, + "FN": 52, + "FP": 0, + "IoU": 0.11864406779661017, + "TN": 4205509, + "TP": 7, + "n_pred": 7, + "n_ref": 59 + }, + "13": { + "Dice": 0.6141396247684999, + "FN": 6248, + "FP": 3336, + "IoU": 0.44314682470513045, + "TN": 4188357, + "TP": 7627, + "n_pred": 10963, + "n_ref": 13875 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4205568, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4205568, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4205568, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9615659548852783, + "FN": 4985, + "FP": 2166, + "IoU": 0.9259769163086796, + "TN": 4108963, + "TP": 89454, + "n_pred": 91620, + "n_ref": 94439 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4205568, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4205568, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9778717827871208, + "FN": 739, + "FP": 1186, + "IoU": 0.9567016801997346, + "TN": 4161109, + "TP": 42534, + "n_pred": 43720, + "n_ref": 43273 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4205568, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8361161121661282, + "FN": 1095, + "FP": 5550, + "IoU": 0.7183844719443974, + "TN": 4181972, + "TP": 16951, + "n_pred": 22501, + "n_ref": 18046 + }, + "9": { + "Dice": 0.68875587858059, + "FN": 7643, + "FP": 1093, + "IoU": 0.5252689925008152, + "TN": 4187166, + "TP": 9666, + "n_pred": 10759, + "n_ref": 17309 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8676883475444888, + "FN": 1327, + "FP": 24168, + "IoU": 0.7662981703516298, + "TN": 3395548, + "TP": 83597, + "n_pred": 107765, + "n_ref": 84924 + }, + "10": { + "Dice": 0.7789647261256094, + "FN": 3669, + "FP": 2497, + "IoU": 0.6379543185955023, + "TN": 3487609, + "TP": 10865, + "n_pred": 13362, + "n_ref": 14534 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.30093624609897457, + "FN": 2909, + "FP": 227, + "IoU": 0.17711886643925479, + "TN": 3500829, + "TP": 675, + "n_pred": 902, + "n_ref": 3584 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 3504635, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "3": { + "Dice": 0.9582163475188492, + "FN": 1891, + "FP": 3407, + "IoU": 0.9197843959604524, + "TN": 3438593, + "TP": 60749, + "n_pred": 64156, + "n_ref": 62640 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7910369984366857, + "FN": 101, + "FP": 300, + "IoU": 0.6543103448275862, + "TN": 3503480, + "TP": 759, + "n_pred": 1059, + "n_ref": 860 + }, + "6": { + "Dice": 0.7243848121767619, + "FN": 12135, + "FP": 2840, + "IoU": 0.567870952848156, + "TN": 3469986, + "TP": 19679, + "n_pred": 22519, + "n_ref": 31814 + }, + "7": { + "Dice": 0.9094226537359976, + "FN": 3470, + "FP": 12912, + "IoU": 0.8338910182312262, + "TN": 3406018, + "TP": 82240, + "n_pred": 95152, + "n_ref": 85710 + }, + "8": { + "Dice": 0.9420700600838907, + "FN": 600, + "FP": 933, + "IoU": 0.890484354907844, + "TN": 3490642, + "TP": 12465, + "n_pred": 13398, + "n_ref": 13065 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9331742243436754, + "FN": 103, + "FP": 9, + "IoU": 0.8747203579418344, + "TN": 4730370, + "TP": 782, + "n_pred": 791, + "n_ref": 885 + }, + "10": { + "Dice": 0.4060672514619883, + "FN": 133, + "FP": 16117, + "IoU": 0.2547580830084843, + "TN": 4709459, + "TP": 5555, + "n_pred": 21672, + "n_ref": 5688 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4731264, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 15, + "FP": 0, + "IoU": 0.0, + "TN": 4731249, + "TP": 0, + "n_pred": 0, + "n_ref": 15 + }, + "13": { + "Dice": 0.4715227449535274, + "FN": 9850, + "FP": 3057, + "IoU": 0.3084918296276453, + "TN": 4712599, + "TP": 5758, + "n_pred": 8815, + "n_ref": 15608 + }, + "14": { + "Dice": 0.3294128553053917, + "FN": 8914, + "FP": 48957, + "IoU": 0.19718388014149962, + "TN": 4659179, + "TP": 14214, + "n_pred": 63171, + "n_ref": 23128 + }, + "15": { + "Dice": 0.6308283446356946, + "FN": 115, + "FP": 30534, + "IoU": 0.46073722178235244, + "TN": 4674429, + "TP": 26186, + "n_pred": 56720, + "n_ref": 26301 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4731264, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4731264, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4731264, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4731264, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9242192769556269, + "FN": 5403, + "FP": 20887, + "IoU": 0.8591149266368713, + "TN": 4544658, + "TP": 160316, + "n_pred": 181203, + "n_ref": 165719 + }, + "7": { + "Dice": 0.8070352547924308, + "FN": 49364, + "FP": 19448, + "IoU": 0.6764954773680351, + "TN": 4518556, + "TP": 143896, + "n_pred": 163344, + "n_ref": 193260 + }, + "8": { + "Dice": 0.9461235216819974, + "FN": 122, + "FP": 1231, + "IoU": 0.8977556109725686, + "TN": 4718031, + "TP": 11880, + "n_pred": 13111, + "n_ref": 12002 + }, + "9": { + "Dice": 0.8056928246689069, + "FN": 95, + "FP": 7769, + "IoU": 0.6746110559417412, + "TN": 4707096, + "TP": 16304, + "n_pred": 24073, + "n_ref": 16399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.983442412546992, + "FN": 940, + "FP": 879, + "IoU": 0.9674242017228102, + "TN": 1696481, + "TP": 54020, + "n_pred": 54899, + "n_ref": 54960 + }, + "10": { + "Dice": 0.6632911392405063, + "FN": 641, + "FP": 24, + "IoU": 0.4962121212121212, + "TN": 1751000, + "TP": 655, + "n_pred": 679, + "n_ref": 1296 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5192307692307693, + "FN": 15, + "FP": 35, + "IoU": 0.35064935064935066, + "TN": 1752243, + "TP": 27, + "n_pred": 62, + "n_ref": 42 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9116678311208704, + "FN": 203, + "FP": 2452, + "IoU": 0.8376742479823918, + "TN": 1735964, + "TP": 13701, + "n_pred": 16153, + "n_ref": 13904 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9618104667609618, + "FN": 25, + "FP": 245, + "IoU": 0.9264305177111717, + "TN": 1748650, + "TP": 3400, + "n_pred": 3645, + "n_ref": 3425 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 781, + "FP": 0, + "IoU": 0.0, + "TN": 1751539, + "TP": 0, + "n_pred": 0, + "n_ref": 781 + }, + "6": { + "Dice": 0.5379310344827586, + "FN": 67, + "FP": 0, + "IoU": 0.36792452830188677, + "TN": 1752214, + "TP": 39, + "n_pred": 39, + "n_ref": 106 + }, + "7": { + "Dice": 0.977626163444326, + "FN": 1646, + "FP": 2991, + "IoU": 0.9562315940496866, + "TN": 1646376, + "TP": 101307, + "n_pred": 104298, + "n_ref": 102953 + }, + "8": { + "Dice": 0.8308295231874592, + "FN": 502, + "FP": 16, + "IoU": 0.7106145251396648, + "TN": 1750530, + "TP": 1272, + "n_pred": 1288, + "n_ref": 1774 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 36, + "IoU": 0.0, + "TN": 1752284, + "TP": 0, + "n_pred": 36, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 329, + "IoU": 0.0, + "TN": 2102455, + "TP": 0, + "n_pred": 329, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6254575168962053, + "FN": 43823, + "FP": 179, + "IoU": 0.45502960045577273, + "TN": 2022042, + "TP": 36740, + "n_pred": 36919, + "n_ref": 80563 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2075, + "IoU": 0.0, + "TN": 2100709, + "TP": 0, + "n_pred": 2075, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9266654630799783, + "FN": 644, + "FP": 1387, + "IoU": 0.8633519477898136, + "TN": 2087921, + "TP": 12832, + "n_pred": 14219, + "n_ref": 13476 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 141, + "IoU": 0.0, + "TN": 2102643, + "TP": 0, + "n_pred": 141, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9873041748404388, + "FN": 1926, + "FP": 1750, + "IoU": 0.9749266762158106, + "TN": 2832334, + "TP": 142934, + "n_pred": 144684, + "n_ref": 144860 + }, + "10": { + "Dice": 0.7760290556900726, + "FN": 324, + "FP": 786, + "IoU": 0.6340257171117705, + "TN": 2975911, + "TP": 1923, + "n_pred": 2709, + "n_ref": 2247 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 65, + "IoU": 0.0, + "TN": 2978879, + "TP": 0, + "n_pred": 65, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9205737065603605, + "FN": 2241, + "FP": 1425, + "IoU": 0.8528360965035526, + "TN": 2954033, + "TP": 21245, + "n_pred": 22670, + "n_ref": 23486 + }, + "15": { + "Dice": 0.8991665880428972, + "FN": 12722, + "FP": 3309, + "IoU": 0.8168053206563971, + "TN": 2891436, + "TP": 71477, + "n_pred": 74786, + "n_ref": 84199 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 525, + "IoU": 0.0, + "TN": 2978419, + "TP": 0, + "n_pred": 525, + "n_ref": 0 + }, + "3": { + "Dice": 0.9592903032312039, + "FN": 1587, + "FP": 992, + "IoU": 0.9217655088730472, + "TN": 2945979, + "TP": 30386, + "n_pred": 31378, + "n_ref": 31973 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6131941148552444, + "FN": 795, + "FP": 20, + "IoU": 0.44216290212183434, + "TN": 2977483, + "TP": 646, + "n_pred": 666, + "n_ref": 1441 + }, + "6": { + "Dice": 0.973733635418273, + "FN": 7040, + "FP": 6246, + "IoU": 0.9488117987917642, + "TN": 2719392, + "TP": 246266, + "n_pred": 252512, + "n_ref": 253306 + }, + "7": { + "Dice": 0.8757951121526615, + "FN": 99, + "FP": 643, + "IoU": 0.7790351399642644, + "TN": 2975586, + "TP": 2616, + "n_pred": 3259, + "n_ref": 2715 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8138903960933261, + "FN": 162, + "FP": 524, + "IoU": 0.6861848124428179, + "TN": 2976758, + "TP": 1500, + "n_pred": 2024, + "n_ref": 1662 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 1693, + "FP": 76, + "IoU": 0.0, + "TN": 4028567, + "TP": 0, + "n_pred": 76, + "n_ref": 1693 + }, + "10": { + "Dice": 0.40681020764231074, + "FN": 11800, + "FP": 19139, + "IoU": 0.2553432174833927, + "TN": 3988788, + "TP": 10609, + "n_pred": 29748, + "n_ref": 22409 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 467, + "FP": 19, + "IoU": 0.0, + "TN": 4029850, + "TP": 0, + "n_pred": 19, + "n_ref": 467 + }, + "13": { + "Dice": 0.283980244852532, + "FN": 11103, + "FP": 30071, + "IoU": 0.16548774802894262, + "TN": 3980997, + "TP": 8165, + "n_pred": 38236, + "n_ref": 19268 + }, + "14": { + "Dice": 2.5282851905694964e-05, + "FN": 79103, + "FP": 0, + "IoU": 1.26415857605178e-05, + "TN": 3951232, + "TP": 1, + "n_pred": 1, + "n_ref": 79104 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.09547598407264285, + "FN": 10, + "FP": 61551, + "IoU": 0.05013115259990742, + "TN": 3965526, + "TP": 3249, + "n_pred": 64800, + "n_ref": 3259 + }, + "3": { + "Dice": 0.2818832207607536, + "FN": 64364, + "FP": 278, + "IoU": 0.16406522779293667, + "TN": 3953007, + "TP": 12687, + "n_pred": 12965, + "n_ref": 77051 + }, + "4": { + "Dice": 0.8553821174213071, + "FN": 2083, + "FP": 1836, + "IoU": 0.7473080147011413, + "TN": 4014827, + "TP": 11590, + "n_pred": 13426, + "n_ref": 13673 + }, + "5": { + "Dice": 0.2708398867568418, + "FN": 4517, + "FP": 119, + "IoU": 0.15663088957613244, + "TN": 4024839, + "TP": 861, + "n_pred": 980, + "n_ref": 5378 + }, + "6": { + "Dice": 0.8979796155888363, + "FN": 2921, + "FP": 54144, + "IoU": 0.8148484622347968, + "TN": 3722129, + "TP": 251142, + "n_pred": 305286, + "n_ref": 254063 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 18616, + "IoU": 0.0, + "TN": 4011720, + "TP": 0, + "n_pred": 18616, + "n_ref": 0 + }, + "8": { + "Dice": 0.9016838118634526, + "FN": 5734, + "FP": 1950, + "IoU": 0.8209692451071762, + "TN": 3987416, + "TP": 35236, + "n_pred": 37186, + "n_ref": 40970 + }, + "9": { + "Dice": 0.7565326819157598, + "FN": 1890, + "FP": 1399, + "IoU": 0.6084057625907846, + "TN": 4021937, + "TP": 5110, + "n_pred": 6509, + "n_ref": 7000 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9569406615551742, + "FN": 1870, + "FP": 865, + "IoU": 0.9174364547485359, + "TN": 2069658, + "TP": 30391, + "n_pred": 31256, + "n_ref": 32261 + }, + "10": { + "Dice": 0.4186737295477611, + "FN": 21545, + "FP": 1940, + "IoU": 0.26476112954730446, + "TN": 2070842, + "TP": 8457, + "n_pred": 10397, + "n_ref": 30002 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.023561090541905083, + "FN": 2901, + "FP": 0, + "IoU": 0.011920980926430519, + "TN": 2099848, + "TP": 35, + "n_pred": 35, + "n_ref": 2936 + }, + "13": { + "Dice": 0.6063822027716995, + "FN": 10612, + "FP": 10974, + "IoU": 0.43511370476016015, + "TN": 2064571, + "TP": 16627, + "n_pred": 27601, + "n_ref": 27239 + }, + "14": { + "Dice": 0.4404021289178001, + "FN": 896, + "FP": 22761, + "IoU": 0.28238184796456955, + "TN": 2069818, + "TP": 9309, + "n_pred": 32070, + "n_ref": 10205 + }, + "15": { + "Dice": 0.6372054551323435, + "FN": 35597, + "FP": 369, + "IoU": 0.4675726488134891, + "TN": 2035233, + "TP": 31585, + "n_pred": 31954, + "n_ref": 67182 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 15073, + "IoU": 0.0, + "TN": 2087711, + "TP": 0, + "n_pred": 15073, + "n_ref": 0 + }, + "3": { + "Dice": 0.9222605996896431, + "FN": 1141, + "FP": 3518, + "IoU": 0.8557361820715281, + "TN": 2070489, + "TP": 27636, + "n_pred": 31154, + "n_ref": 28777 + }, + "4": { + "Dice": 0.34024082889946794, + "FN": 601, + "FP": 4111, + "IoU": 0.2049940948203138, + "TN": 2096857, + "TP": 1215, + "n_pred": 5326, + "n_ref": 1816 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6770847328190297, + "FN": 12443, + "FP": 33224, + "IoU": 0.5118126229367997, + "TN": 2009240, + "TP": 47877, + "n_pred": 81101, + "n_ref": 60320 + }, + "7": { + "Dice": 0.8270075749627547, + "FN": 156480, + "FP": 8406, + "IoU": 0.705040848781692, + "TN": 1543771, + "TP": 394127, + "n_pred": 402533, + "n_ref": 550607 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.38095238095238093, + "FN": 13, + "FP": 0, + "IoU": 0.23529411764705882, + "TN": 2102767, + "TP": 4, + "n_pred": 4, + "n_ref": 17 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 6598, + "IoU": 0.0, + "TN": 2271418, + "TP": 0, + "n_pred": 6598, + "n_ref": 0 + }, + "10": { + "Dice": 0.8562129910048366, + "FN": 1312, + "FP": 1869, + "IoU": 0.7485773000316156, + "TN": 2265364, + "TP": 9471, + "n_pred": 11340, + "n_ref": 10783 + }, + "11": { + "Dice": 0.0, + "FN": 4827, + "FP": 0, + "IoU": 0.0, + "TN": 2273189, + "TP": 0, + "n_pred": 0, + "n_ref": 4827 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 179, + "IoU": 0.0, + "TN": 2277837, + "TP": 0, + "n_pred": 179, + "n_ref": 0 + }, + "13": { + "Dice": 0.7284730195177956, + "FN": 815, + "FP": 131, + "IoU": 0.5729119638826186, + "TN": 2275801, + "TP": 1269, + "n_pred": 1400, + "n_ref": 2084 + }, + "14": { + "Dice": 0.7727526937847209, + "FN": 1194, + "FP": 10996, + "IoU": 0.6296633855875562, + "TN": 2245100, + "TP": 20726, + "n_pred": 31722, + "n_ref": 21920 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8907662082514735, + "FN": 256, + "FP": 1968, + "IoU": 0.8030464045341835, + "TN": 2266724, + "TP": 9068, + "n_pred": 11036, + "n_ref": 9324 + }, + "3": { + "Dice": 0.9488894782856413, + "FN": 6209, + "FP": 4197, + "IoU": 0.9027494813181062, + "TN": 2171014, + "TP": 96596, + "n_pred": 100793, + "n_ref": 102805 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 2277988, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "5": { + "Dice": 0.004395604395604396, + "FN": 452, + "FP": 1, + "IoU": 0.0022026431718061676, + "TN": 2277562, + "TP": 1, + "n_pred": 2, + "n_ref": 453 + }, + "6": { + "Dice": 0.9471464499903269, + "FN": 10001, + "FP": 6391, + "IoU": 0.8995994267024365, + "TN": 2114750, + "TP": 146874, + "n_pred": 153265, + "n_ref": 156875 + }, + "7": { + "Dice": 0.9215328243526427, + "FN": 1366, + "FP": 11440, + "IoU": 0.8544838870960411, + "TN": 2190012, + "TP": 75198, + "n_pred": 86638, + "n_ref": 76564 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9240627307876103, + "FN": 1460, + "FP": 2036, + "IoU": 0.8588444300884241, + "TN": 2253249, + "TP": 21271, + "n_pred": 23307, + "n_ref": 22731 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9696509164594271, + "FN": 655, + "FP": 1981, + "IoU": 0.9410897063424664, + "TN": 2058038, + "TP": 42110, + "n_pred": 44091, + "n_ref": 42765 + }, + "10": { + "Dice": 0.4845814977973568, + "FN": 117, + "FP": 0, + "IoU": 0.31976744186046513, + "TN": 2102612, + "TP": 55, + "n_pred": 55, + "n_ref": 172 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6195544554455445, + "FN": 3068, + "FP": 6, + "IoU": 0.4488076026537565, + "TN": 2097207, + "TP": 2503, + "n_pred": 2509, + "n_ref": 5571 + }, + "14": { + "Dice": 0.8932943641777876, + "FN": 3404, + "FP": 466, + "IoU": 0.8071652797847426, + "TN": 2082715, + "TP": 16199, + "n_pred": 16665, + "n_ref": 19603 + }, + "15": { + "Dice": 0.9339146851260844, + "FN": 7166, + "FP": 185, + "IoU": 0.8760224647091562, + "TN": 2043491, + "TP": 51942, + "n_pred": 52127, + "n_ref": 59108 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3299, + "IoU": 0.0, + "TN": 2099485, + "TP": 0, + "n_pred": 3299, + "n_ref": 0 + }, + "3": { + "Dice": 0.9176120284469819, + "FN": 4012, + "FP": 2684, + "IoU": 0.8477662839604411, + "TN": 2058799, + "TP": 37289, + "n_pred": 39973, + "n_ref": 41301 + }, + "4": { + "Dice": 0.0, + "FN": 6039, + "FP": 0, + "IoU": 0.0, + "TN": 2096745, + "TP": 0, + "n_pred": 0, + "n_ref": 6039 + }, + "5": { + "Dice": 0.4950477845351868, + "FN": 5603, + "FP": 209, + "IoU": 0.32894584920909825, + "TN": 2094123, + "TP": 2849, + "n_pred": 3058, + "n_ref": 8452 + }, + "6": { + "Dice": 0.9558804220774022, + "FN": 10670, + "FP": 3107, + "IoU": 0.91548941547408, + "TN": 1939763, + "TP": 149244, + "n_pred": 152351, + "n_ref": 159914 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 202, + "IoU": 0.0, + "TN": 2102582, + "TP": 0, + "n_pred": 202, + "n_ref": 0 + }, + "8": { + "Dice": 0.862183103889265, + "FN": 6691, + "FP": 637, + "IoU": 0.7577520661157024, + "TN": 2072534, + "TP": 22922, + "n_pred": 23559, + "n_ref": 29613 + }, + "9": { + "Dice": 0.594563986409966, + "FN": 5, + "FP": 711, + "IoU": 0.42304593070104757, + "TN": 2101543, + "TP": 525, + "n_pred": 1236, + "n_ref": 530 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4380800, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8798869524258125, + "FN": 1233, + "FP": 5907, + "IoU": 0.7855340622371741, + "TN": 4347508, + "TP": 26152, + "n_pred": 32059, + "n_ref": 27385 + }, + "11": { + "Dice": 0.0, + "FN": 619, + "FP": 0, + "IoU": 0.0, + "TN": 4380181, + "TP": 0, + "n_pred": 0, + "n_ref": 619 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 4380786, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "13": { + "Dice": 0.7505892228715333, + "FN": 2753, + "FP": 4972, + "IoU": 0.6007545609592227, + "TN": 4361451, + "TP": 11624, + "n_pred": 16596, + "n_ref": 14377 + }, + "14": { + "Dice": 0.558446079227681, + "FN": 36827, + "FP": 96362, + "IoU": 0.38739173830451723, + "TN": 4163387, + "TP": 84224, + "n_pred": 180586, + "n_ref": 121051 + }, + "15": { + "Dice": 0.7932016028741191, + "FN": 3648, + "FP": 3835, + "IoU": 0.657277640377393, + "TN": 4358966, + "TP": 14351, + "n_pred": 18186, + "n_ref": 17999 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4380800, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9529920952180577, + "FN": 2546, + "FP": 582, + "IoU": 0.9102052533371608, + "TN": 4345965, + "TP": 31707, + "n_pred": 32289, + "n_ref": 34253 + }, + "4": { + "Dice": 0.0, + "FN": 25393, + "FP": 0, + "IoU": 0.0, + "TN": 4355407, + "TP": 0, + "n_pred": 0, + "n_ref": 25393 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4380800, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9015972359957198, + "FN": 13907, + "FP": 26280, + "IoU": 0.8208257167060502, + "TN": 4156510, + "TP": 184103, + "n_pred": 210383, + "n_ref": 198010 + }, + "7": { + "Dice": 0.8965937620702974, + "FN": 2204, + "FP": 32064, + "IoU": 0.8125690532188372, + "TN": 4197970, + "TP": 148562, + "n_pred": 180626, + "n_ref": 150766 + }, + "8": { + "Dice": 0.90912651782217, + "FN": 311, + "FP": 153, + "IoU": 0.8333931777378815, + "TN": 4378015, + "TP": 2321, + "n_pred": 2474, + "n_ref": 2632 + }, + "9": { + "Dice": 0.8600575052187955, + "FN": 3340, + "FP": 213, + "IoU": 0.7544744661737267, + "TN": 4366329, + "TP": 10918, + "n_pred": 11131, + "n_ref": 14258 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8929006375814886, + "FN": 959, + "FP": 3526, + "IoU": 0.8065225831499935, + "TN": 2955763, + "TP": 18696, + "n_pred": 22222, + "n_ref": 19655 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7328859060402685, + "FN": 196, + "FP": 3, + "IoU": 0.5783898305084746, + "TN": 2978472, + "TP": 273, + "n_pred": 276, + "n_ref": 469 + }, + "13": { + "Dice": 0.5499938506948715, + "FN": 134, + "FP": 7184, + "IoU": 0.3793044953350297, + "TN": 2967154, + "TP": 4472, + "n_pred": 11656, + "n_ref": 4606 + }, + "14": { + "Dice": 0.8179110556729374, + "FN": 2444, + "FP": 4709, + "IoU": 0.6919200620208459, + "TN": 2955726, + "TP": 16065, + "n_pred": 20774, + "n_ref": 18509 + }, + "15": { + "Dice": 0.8531791389318452, + "FN": 2630, + "FP": 3921, + "IoU": 0.7439515341020129, + "TN": 2953359, + "TP": 19034, + "n_pred": 22955, + "n_ref": 21664 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1229, + "IoU": 0.0, + "TN": 2977715, + "TP": 0, + "n_pred": 1229, + "n_ref": 0 + }, + "3": { + "Dice": 0.9397581953627941, + "FN": 2070, + "FP": 1383, + "IoU": 0.8863621404594221, + "TN": 2948558, + "TP": 26933, + "n_pred": 28316, + "n_ref": 29003 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6781943233556137, + "FN": 5185, + "FP": 1459, + "IoU": 0.5130817149138879, + "TN": 2965299, + "TP": 7001, + "n_pred": 8460, + "n_ref": 12186 + }, + "6": { + "Dice": 0.6477113824927753, + "FN": 234, + "FP": 3545, + "IoU": 0.47897421756514547, + "TN": 2971691, + "TP": 3474, + "n_pred": 7019, + "n_ref": 3708 + }, + "7": { + "Dice": 0.9730925544054936, + "FN": 10653, + "FP": 2787, + "IoU": 0.9475951884272708, + "TN": 2722479, + "TP": 243025, + "n_pred": 245812, + "n_ref": 253678 + }, + "8": { + "Dice": 0.7937743190661478, + "FN": 70, + "FP": 407, + "IoU": 0.6580645161290323, + "TN": 2977549, + "TP": 918, + "n_pred": 1325, + "n_ref": 988 + }, + "9": { + "Dice": 0.7960999767855761, + "FN": 835, + "FP": 4435, + "IoU": 0.6612675151047692, + "TN": 2963386, + "TP": 10288, + "n_pred": 14723, + "n_ref": 11123 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9285015108311699, + "FN": 1913, + "FP": 1447, + "IoU": 0.8665448623743893, + "TN": 2778535, + "TP": 21817, + "n_pred": 23264, + "n_ref": 23730 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8508042969541744, + "FN": 4816, + "FP": 3281, + "IoU": 0.7403476141611083, + "TN": 2772528, + "TP": 23087, + "n_pred": 26368, + "n_ref": 27903 + }, + "14": { + "Dice": 0.0, + "FN": 84, + "FP": 0, + "IoU": 0.0, + "TN": 2803628, + "TP": 0, + "n_pred": 0, + "n_ref": 84 + }, + "15": { + "Dice": 0.0, + "FN": 153, + "FP": 0, + "IoU": 0.0, + "TN": 2803559, + "TP": 0, + "n_pred": 0, + "n_ref": 153 + }, + "2": { + "Dice": 0.4827798232964652, + "FN": 1948, + "FP": 68711, + "IoU": 0.31820023929908525, + "TN": 2700076, + "TP": 32977, + "n_pred": 101688, + "n_ref": 34925 + }, + "3": { + "Dice": 0.14566333638498588, + "FN": 85839, + "FP": 15, + "IoU": 0.07855279963079433, + "TN": 2710539, + "TP": 7319, + "n_pred": 7334, + "n_ref": 93158 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9638398294762485, + "FN": 1822, + "FP": 3878, + "IoU": 0.930203511865403, + "TN": 2722046, + "TP": 75966, + "n_pred": 79844, + "n_ref": 77788 + }, + "7": { + "Dice": 0.7022679030275947, + "FN": 2653, + "FP": 12, + "IoU": 0.5411501377410468, + "TN": 2797904, + "TP": 3143, + "n_pred": 3155, + "n_ref": 5796 + }, + "8": { + "Dice": 0.9556608741442865, + "FN": 398, + "FP": 23, + "IoU": 0.9150867285195643, + "TN": 2798754, + "TP": 4537, + "n_pred": 4560, + "n_ref": 4935 + }, + "9": { + "Dice": 0.9544411668305474, + "FN": 831, + "FP": 142, + "IoU": 0.9128526645768025, + "TN": 2792547, + "TP": 10192, + "n_pred": 10334, + "n_ref": 11023 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9800196198445504, + "FN": 7057, + "FP": 2475, + "IoU": 0.9608220304151254, + "TN": 3086108, + "TP": 233768, + "n_pred": 236243, + "n_ref": 240825 + }, + "10": { + "Dice": 0.8905386988020946, + "FN": 2454, + "FP": 598, + "IoU": 0.8026766664511541, + "TN": 3313941, + "TP": 12415, + "n_pred": 13013, + "n_ref": 14869 + }, + "11": { + "Dice": 0.0, + "FN": 3104, + "FP": 0, + "IoU": 0.0, + "TN": 3326304, + "TP": 0, + "n_pred": 0, + "n_ref": 3104 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7785744748907133, + "FN": 14577, + "FP": 2037, + "IoU": 0.6374309844401284, + "TN": 3283585, + "TP": 29209, + "n_pred": 31246, + "n_ref": 43786 + }, + "14": { + "Dice": 0.8970837253057384, + "FN": 2042, + "FP": 146, + "IoU": 0.8133742749914705, + "TN": 3317684, + "TP": 9536, + "n_pred": 9682, + "n_ref": 11578 + }, + "15": { + "Dice": 0.8602518265195088, + "FN": 2755, + "FP": 2639, + "IoU": 0.7547735951991271, + "TN": 3307412, + "TP": 16602, + "n_pred": 19241, + "n_ref": 19357 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8943820224719101, + "FN": 22, + "FP": 25, + "IoU": 0.8089430894308943, + "TN": 3329162, + "TP": 199, + "n_pred": 224, + "n_ref": 221 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 727, + "IoU": 0.0, + "TN": 3328681, + "TP": 0, + "n_pred": 727, + "n_ref": 0 + }, + "5": { + "Dice": 0.7551997786960355, + "FN": 11857, + "FP": 2302, + "IoU": 0.6066835189866385, + "TN": 3293409, + "TP": 21840, + "n_pred": 24142, + "n_ref": 33697 + }, + "6": { + "Dice": 0.9163892268352918, + "FN": 28448, + "FP": 17460, + "IoU": 0.845681170332921, + "TN": 3031920, + "TP": 251580, + "n_pred": 269040, + "n_ref": 280028 + }, + "7": { + "Dice": 0.8212982406067154, + "FN": 11280, + "FP": 58844, + "IoU": 0.6967820604844638, + "TN": 3098142, + "TP": 161142, + "n_pred": 219986, + "n_ref": 172422 + }, + "8": { + "Dice": 0.95031366348753, + "FN": 1757, + "FP": 3114, + "IoU": 0.905331078848658, + "TN": 3277955, + "TP": 46582, + "n_pred": 49696, + "n_ref": 48339 + }, + "9": { + "Dice": 0.7028471421863661, + "FN": 34434, + "FP": 373, + "IoU": 0.5418383330481368, + "TN": 3253437, + "TP": 41164, + "n_pred": 41537, + "n_ref": 75598 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.873270708795901, + "FN": 739, + "FP": 11133, + "IoU": 0.7750492648173413, + "TN": 2575704, + "TP": 40904, + "n_pred": 52037, + "n_ref": 41643 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.31091984938138784, + "FN": 11, + "FP": 1270, + "IoU": 0.1840764331210191, + "TN": 2626910, + "TP": 289, + "n_pred": 1559, + "n_ref": 300 + }, + "14": { + "Dice": 0.878753325731661, + "FN": 228, + "FP": 91, + "IoU": 0.783728813559322, + "TN": 2627005, + "TP": 1156, + "n_pred": 1247, + "n_ref": 1384 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9748456229567745, + "FN": 522, + "FP": 586, + "IoU": 0.9509256798653557, + "TN": 2605902, + "TP": 21470, + "n_pred": 22056, + "n_ref": 21992 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 151, + "IoU": 0.0, + "TN": 2628329, + "TP": 0, + "n_pred": 151, + "n_ref": 0 + }, + "4": { + "Dice": 0.7857142857142857, + "FN": 12, + "FP": 42, + "IoU": 0.6470588235294118, + "TN": 2628327, + "TP": 99, + "n_pred": 141, + "n_ref": 111 + }, + "5": { + "Dice": 0.6237428719543805, + "FN": 2855, + "FP": 774, + "IoU": 0.4532168148259756, + "TN": 2621843, + "TP": 3008, + "n_pred": 3782, + "n_ref": 5863 + }, + "6": { + "Dice": 0.9757429884444229, + "FN": 3871, + "FP": 12133, + "IoU": 0.952634912366893, + "TN": 2290594, + "TP": 321882, + "n_pred": 334015, + "n_ref": 325753 + }, + "7": { + "Dice": 0.8811176205497973, + "FN": 5317, + "FP": 1278, + "IoU": 0.7874979861446754, + "TN": 2597445, + "TP": 24440, + "n_pred": 25718, + "n_ref": 29757 + }, + "8": { + "Dice": 0.8838154182981769, + "FN": 2168, + "FP": 8870, + "IoU": 0.791818336130967, + "TN": 2575459, + "TP": 41983, + "n_pred": 50853, + "n_ref": 44151 + }, + "9": { + "Dice": 0.8447706236917102, + "FN": 4628, + "FP": 1527, + "IoU": 0.7312579138104178, + "TN": 2605577, + "TP": 16748, + "n_pred": 18275, + "n_ref": 21376 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9606599589909876, + "FN": 553, + "FP": 272, + "IoU": 0.9242980363369425, + "TN": 2617582, + "TP": 10073, + "n_pred": 10345, + "n_ref": 10626 + }, + "10": { + "Dice": 0.7628544904620729, + "FN": 746, + "FP": 7173, + "IoU": 0.616624709527498, + "TN": 2607824, + "TP": 12737, + "n_pred": 19910, + "n_ref": 13483 + }, + "11": { + "Dice": 0.0, + "FN": 2105, + "FP": 0, + "IoU": 0.0, + "TN": 2626375, + "TP": 0, + "n_pred": 0, + "n_ref": 2105 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7455476736460857, + "FN": 22257, + "FP": 1489, + "IoU": 0.5943212491885058, + "TN": 2569946, + "TP": 34788, + "n_pred": 36277, + "n_ref": 57045 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 93, + "IoU": 0.0, + "TN": 2628387, + "TP": 0, + "n_pred": 93, + "n_ref": 0 + }, + "2": { + "Dice": 0.020247836124684903, + "FN": 119453, + "FP": 646, + "IoU": 0.010227460029668699, + "TN": 2507140, + "TP": 1241, + "n_pred": 1887, + "n_ref": 120694 + }, + "3": { + "Dice": 0.38219847046899474, + "FN": 3106, + "FP": 10304, + "IoU": 0.23624558605763754, + "TN": 2610922, + "TP": 4148, + "n_pred": 14452, + "n_ref": 7254 + }, + "4": { + "Dice": 0.5761698948828771, + "FN": 2669, + "FP": 5274, + "IoU": 0.4046619697196822, + "TN": 2615138, + "TP": 5399, + "n_pred": 10673, + "n_ref": 8068 + }, + "5": { + "Dice": 0.588794803387078, + "FN": 3320, + "FP": 225, + "IoU": 0.4172283412789742, + "TN": 2622397, + "TP": 2538, + "n_pred": 2763, + "n_ref": 5858 + }, + "6": { + "Dice": 0.978093946864772, + "FN": 4926, + "FP": 8420, + "IoU": 0.9571270704033512, + "TN": 2317188, + "TP": 297946, + "n_pred": 306366, + "n_ref": 302872 + }, + "7": { + "Dice": 0.9543844344398922, + "FN": 12281, + "FP": 2360, + "IoU": 0.9127488781487816, + "TN": 2460677, + "TP": 153162, + "n_pred": 155522, + "n_ref": 165443 + }, + "8": { + "Dice": 0.9028379277215284, + "FN": 14704, + "FP": 11590, + "IoU": 0.822884741036125, + "TN": 2480023, + "TP": 122163, + "n_pred": 133753, + "n_ref": 136867 + }, + "9": { + "Dice": 0.9341069733094208, + "FN": 2234, + "FP": 889, + "IoU": 0.8763609010649669, + "TN": 2603221, + "TP": 22136, + "n_pred": 23025, + "n_ref": 24370 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8903603839649382, + "FN": 1265, + "FP": 3338, + "IoU": 0.802386983213841, + "TN": 1729027, + "TP": 18690, + "n_pred": 22028, + "n_ref": 19955 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4434260429835651, + "FN": 2727, + "FP": 795, + "IoU": 0.2848730964467005, + "TN": 1747395, + "TP": 1403, + "n_pred": 2198, + "n_ref": 4130 + }, + "13": { + "Dice": 0.6176024279210925, + "FN": 881, + "FP": 3655, + "IoU": 0.446761800219539, + "TN": 1744121, + "TP": 3663, + "n_pred": 7318, + "n_ref": 4544 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9552122549655978, + "FN": 4969, + "FP": 2276, + "IoU": 0.9142644135188867, + "TN": 1667816, + "TP": 77259, + "n_pred": 79535, + "n_ref": 82228 + }, + "3": { + "Dice": 0.9024550347906, + "FN": 394, + "FP": 349, + "IoU": 0.8222488038277512, + "TN": 1748140, + "TP": 3437, + "n_pred": 3786, + "n_ref": 3831 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 53, + "IoU": 0.0, + "TN": 1752267, + "TP": 0, + "n_pred": 53, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9769226592336513, + "FN": 3469, + "FP": 6731, + "IoU": 0.9548864199278183, + "TN": 1526224, + "TP": 215896, + "n_pred": 222627, + "n_ref": 219365 + }, + "7": { + "Dice": 0.9667761838153173, + "FN": 1926, + "FP": 4202, + "IoU": 0.9356890236863371, + "TN": 1657033, + "TP": 89159, + "n_pred": 93361, + "n_ref": 91085 + }, + "8": { + "Dice": 0.9532679378375399, + "FN": 817, + "FP": 879, + "IoU": 0.9107086448352111, + "TN": 1733326, + "TP": 17298, + "n_pred": 18177, + "n_ref": 18115 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9719945070950022, + "FN": 852, + "FP": 1840, + "IoU": 0.945514896373057, + "TN": 1878144, + "TP": 46716, + "n_pred": 48556, + "n_ref": 47568 + }, + "10": { + "Dice": 0.8850025768768253, + "FN": 4356, + "FP": 5685, + "IoU": 0.7937261185751263, + "TN": 1878874, + "TP": 38637, + "n_pred": 44322, + "n_ref": 42993 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 1927546, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "13": { + "Dice": 0.7459824016017704, + "FN": 3865, + "FP": 956, + "IoU": 0.594873949579832, + "TN": 1915652, + "TP": 7079, + "n_pred": 8035, + "n_ref": 10944 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9552002780432705, + "FN": 3858, + "FP": 1298, + "IoU": 0.9142424696039785, + "TN": 1867429, + "TP": 54967, + "n_pred": 56265, + "n_ref": 58825 + }, + "3": { + "Dice": 0.9679858397622149, + "FN": 3262, + "FP": 1531, + "IoU": 0.9379579050922929, + "TN": 1850298, + "TP": 72461, + "n_pred": 73992, + "n_ref": 75723 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9753995257243014, + "FN": 891, + "FP": 302, + "IoU": 0.9519803574303655, + "TN": 1902708, + "TP": 23651, + "n_pred": 23953, + "n_ref": 24542 + }, + "7": { + "Dice": 0.9673180283059779, + "FN": 1133, + "FP": 1354, + "IoU": 0.9367046727069124, + "TN": 1888260, + "TP": 36805, + "n_pred": 38159, + "n_ref": 37938 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9413520839061947, + "FN": 945, + "FP": 548, + "IoU": 0.8892022263450835, + "TN": 1914077, + "TP": 11982, + "n_pred": 12530, + "n_ref": 12927 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7521315732525428, + "FN": 4932, + "FP": 795, + "IoU": 0.6027330743618202, + "TN": 2789296, + "TP": 8689, + "n_pred": 9484, + "n_ref": 13621 + }, + "10": { + "Dice": 0.9162609206118996, + "FN": 1719, + "FP": 706, + "IoU": 0.8454626561305124, + "TN": 2788020, + "TP": 13267, + "n_pred": 13973, + "n_ref": 14986 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.3750683433570257, + "FN": 473, + "FP": 670, + "IoU": 0.23082099596231495, + "TN": 2802226, + "TP": 343, + "n_pred": 1013, + "n_ref": 816 + }, + "13": { + "Dice": 0.7549206955857061, + "FN": 1905, + "FP": 3225, + "IoU": 0.6063233827027856, + "TN": 2790681, + "TP": 7901, + "n_pred": 11126, + "n_ref": 9806 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 69, + "IoU": 0.0, + "TN": 2803643, + "TP": 0, + "n_pred": 69, + "n_ref": 0 + }, + "3": { + "Dice": 0.8866158520334737, + "FN": 3998, + "FP": 17274, + "IoU": 0.7963251979586561, + "TN": 2699271, + "TP": 83169, + "n_pred": 100443, + "n_ref": 87167 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.2975206611570248, + "FN": 337, + "FP": 3, + "IoU": 0.17475728155339806, + "TN": 2803300, + "TP": 72, + "n_pred": 75, + "n_ref": 409 + }, + "6": { + "Dice": 0.8865836791147994, + "FN": 2721, + "FP": 67, + "IoU": 0.7962732919254658, + "TN": 2790027, + "TP": 10897, + "n_pred": 10964, + "n_ref": 13618 + }, + "7": { + "Dice": 0.9405724838411819, + "FN": 1714, + "FP": 4722, + "IoU": 0.8878120206386836, + "TN": 2746344, + "TP": 50932, + "n_pred": 55654, + "n_ref": 52646 + }, + "8": { + "Dice": 0.903556714033465, + "FN": 315, + "FP": 832, + "IoU": 0.824079754601227, + "TN": 2797192, + "TP": 5373, + "n_pred": 6205, + "n_ref": 5688 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.959284595730652, + "FN": 206, + "FP": 782, + "IoU": 0.9217549695097806, + "TN": 3667245, + "TP": 11639, + "n_pred": 12421, + "n_ref": 11845 + }, + "10": { + "Dice": 0.8947756244934051, + "FN": 1846, + "FP": 1010, + "IoU": 0.8095873058203881, + "TN": 3664873, + "TP": 12143, + "n_pred": 13153, + "n_ref": 13989 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7151325286403145, + "FN": 8021, + "FP": 1254, + "IoU": 0.5565807716211694, + "TN": 3658955, + "TP": 11642, + "n_pred": 12896, + "n_ref": 19663 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9399008104511914, + "FN": 10329, + "FP": 2092, + "IoU": 0.8866159126592909, + "TN": 3570324, + "TP": 97127, + "n_pred": 99219, + "n_ref": 107456 + }, + "3": { + "Dice": 0.8461538461538461, + "FN": 0, + "FP": 8, + "IoU": 0.7333333333333333, + "TN": 3679842, + "TP": 22, + "n_pred": 30, + "n_ref": 22 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7628051699377693, + "FN": 2204, + "FP": 1760, + "IoU": 0.616560263106984, + "TN": 3669534, + "TP": 6374, + "n_pred": 8134, + "n_ref": 8578 + }, + "6": { + "Dice": 0.9246774032209663, + "FN": 759, + "FP": 1500, + "IoU": 0.859906976744186, + "TN": 3663747, + "TP": 13866, + "n_pred": 15366, + "n_ref": 14625 + }, + "7": { + "Dice": 0.7466783312373558, + "FN": 2247, + "FP": 7019, + "IoU": 0.5957595323270221, + "TN": 3656950, + "TP": 13656, + "n_pred": 20675, + "n_ref": 15903 + }, + "8": { + "Dice": 0.935683696842944, + "FN": 5603, + "FP": 855, + "IoU": 0.8791406220758319, + "TN": 3626438, + "TP": 46976, + "n_pred": 47831, + "n_ref": 52579 + }, + "9": { + "Dice": 0.9421383873339191, + "FN": 2927, + "FP": 300, + "IoU": 0.8906064612359741, + "TN": 3650373, + "TP": 26272, + "n_pred": 26572, + "n_ref": 29199 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9897205596098186, + "FN": 927, + "FP": 1893, + "IoU": 0.9796503027197876, + "TN": 2840367, + "TP": 135757, + "n_pred": 137650, + "n_ref": 136684 + }, + "10": { + "Dice": 0.8463788701195488, + "FN": 4638, + "FP": 4447, + "IoU": 0.733671435272045, + "TN": 2944832, + "TP": 25027, + "n_pred": 29474, + "n_ref": 29665 + }, + "11": { + "Dice": 0.0, + "FN": 1676, + "FP": 0, + "IoU": 0.0, + "TN": 2977268, + "TP": 0, + "n_pred": 0, + "n_ref": 1676 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8571383439168483, + "FN": 4044, + "FP": 5000, + "IoU": 0.7499930891499654, + "TN": 2942769, + "TP": 27131, + "n_pred": 32131, + "n_ref": 31175 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 6525, + "IoU": 0.0, + "TN": 2972419, + "TP": 0, + "n_pred": 6525, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 717, + "IoU": 0.0, + "TN": 2978227, + "TP": 0, + "n_pred": 717, + "n_ref": 0 + }, + "2": { + "Dice": 0.8, + "FN": 1, + "FP": 0, + "IoU": 0.6666666666666666, + "TN": 2978941, + "TP": 2, + "n_pred": 2, + "n_ref": 3 + }, + "3": { + "Dice": 0.0, + "FN": 4, + "FP": 0, + "IoU": 0.0, + "TN": 2978940, + "TP": 0, + "n_pred": 0, + "n_ref": 4 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 2978941, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "5": { + "Dice": 0.9014201020267476, + "FN": 1680, + "FP": 465, + "IoU": 0.8205321285140562, + "TN": 2966992, + "TP": 9807, + "n_pred": 10272, + "n_ref": 11487 + }, + "6": { + "Dice": 0.9859118814144958, + "FN": 3069, + "FP": 3524, + "IoU": 0.9722151984086848, + "TN": 2741656, + "TP": 230695, + "n_pred": 234219, + "n_ref": 233764 + }, + "7": { + "Dice": 0.9389716961989948, + "FN": 16461, + "FP": 1886, + "IoU": 0.8849638533064976, + "TN": 2819455, + "TP": 141142, + "n_pred": 143028, + "n_ref": 157603 + }, + "8": { + "Dice": 0.9532474728967619, + "FN": 3664, + "FP": 1567, + "IoU": 0.9106712887856692, + "TN": 2920385, + "TP": 53328, + "n_pred": 54895, + "n_ref": 56992 + }, + "9": { + "Dice": 0.9254219329448271, + "FN": 3022, + "FP": 1905, + "IoU": 0.8611956276763579, + "TN": 2943448, + "TP": 30569, + "n_pred": 32474, + "n_ref": 33591 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0402.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9530900670712232, + "FN": 1872, + "FP": 2828, + "IoU": 0.910384014033482, + "TN": 3802658, + "TP": 47746, + "n_pred": 50574, + "n_ref": 49618 + }, + "10": { + "Dice": 0.40221209531947216, + "FN": 20396, + "FP": 4790, + "IoU": 0.2517305921150361, + "TN": 3821445, + "TP": 8473, + "n_pred": 13263, + "n_ref": 28869 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5179968701095462, + "FN": 3254, + "FP": 3522, + "IoU": 0.3495248152059134, + "TN": 3844687, + "TP": 3641, + "n_pred": 7163, + "n_ref": 6895 + }, + "14": { + "Dice": 0.9810058748809146, + "FN": 3519, + "FP": 2223, + "IoU": 0.9627198535283691, + "TN": 3701081, + "TP": 148281, + "n_pred": 150504, + "n_ref": 151800 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6576789124817436, + "FN": 42312, + "FP": 346, + "IoU": 0.4899564780716438, + "TN": 3771468, + "TP": 40978, + "n_pred": 41324, + "n_ref": 83290 + }, + "3": { + "Dice": 0.6054809112522855, + "FN": 49238, + "FP": 22613, + "IoU": 0.4341861765377558, + "TN": 3728117, + "TP": 55136, + "n_pred": 77749, + "n_ref": 104374 + }, + "4": { + "Dice": 0.8937075006040524, + "FN": 15011, + "FP": 386, + "IoU": 0.8078401517609765, + "TN": 3774978, + "TP": 64729, + "n_pred": 65115, + "n_ref": 79740 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.903270042614599, + "FN": 5272, + "FP": 18993, + "IoU": 0.8236029630922005, + "TN": 3717545, + "TP": 113294, + "n_pred": 132287, + "n_ref": 118566 + }, + "7": { + "Dice": 0.8781224851779468, + "FN": 7752, + "FP": 7090, + "IoU": 0.7827258088127653, + "TN": 3786794, + "TP": 53468, + "n_pred": 60558, + "n_ref": 61220 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 3855103, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 53, + "IoU": 0.0, + "TN": 3855051, + "TP": 0, + "n_pred": 53, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.6597213593440252, + "FN": 5488.884444444444, + "FP": 4876.373333333332, + "IoU": 0.5671116906751748, + "TN": 2748422.9533333336, + "TP": 27400.588888888888, + "n_pred": 32276.962222222228, + "n_ref": 32889.47333333333 + }, + "mean": { + "1": { + "Dice": 0.7697649643942877, + "FN": 909.1666666666666, + "FP": 2566.2, + "IoU": 0.7050137737968976, + "TN": 2762608.066666667, + "TP": 20105.366666666665, + "n_pred": 22671.566666666666, + "n_ref": 21014.533333333333 + }, + "10": { + "Dice": 0.7694087524463339, + "FN": 3095.8333333333335, + "FP": 5442.033333333334, + "IoU": 0.6450307667027392, + "TN": 2761660.0, + "TP": 15990.933333333332, + "n_pred": 21432.966666666667, + "n_ref": 19086.766666666666 + }, + "11": { + "Dice": 0.4396673668165251, + "FN": 212.9, + "FP": 281.1333333333333, + "IoU": 0.3094880861872759, + "TN": 2785398.966666667, + "TP": 295.8, + "n_pred": 576.9333333333333, + "n_ref": 508.7 + }, + "12": { + "Dice": 0.42064514364511363, + "FN": 673.3, + "FP": 474.1, + "IoU": 0.30762509635947655, + "TN": 2784281.7333333334, + "TP": 759.6666666666666, + "n_pred": 1233.7666666666667, + "n_ref": 1432.9666666666667 + }, + "13": { + "Dice": 0.42700419870693584, + "FN": 6367.766666666666, + "FP": 4293.066666666667, + "IoU": 0.30700732508529077, + "TN": 2768455.8666666667, + "TP": 7072.1, + "n_pred": 11365.166666666666, + "n_ref": 13439.866666666667 + }, + "14": { + "Dice": 0.6489081217686719, + "FN": 5654.2, + "FP": 14923.933333333332, + "IoU": 0.5656863632493684, + "TN": 2736580.2333333334, + "TP": 29030.433333333334, + "n_pred": 43954.36666666667, + "n_ref": 34684.63333333333 + }, + "15": { + "Dice": 0.6392079980249059, + "FN": 7510.4, + "FP": 3695.8333333333335, + "IoU": 0.50824856722431, + "TN": 2760434.2666666666, + "TP": 14548.3, + "n_pred": 18244.133333333335, + "n_ref": 22058.7 + }, + "2": { + "Dice": 0.7447445457717102, + "FN": 6600.1, + "FP": 2043.1, + "IoU": 0.6876209415417316, + "TN": 2745792.7333333334, + "TP": 31752.866666666665, + "n_pred": 33795.96666666667, + "n_ref": 38352.96666666667 + }, + "3": { + "Dice": 0.7675769748758329, + "FN": 4291.266666666666, + "FP": 3249.233333333333, + "IoU": 0.7134041525099518, + "TN": 2751338.1666666665, + "TP": 27310.133333333335, + "n_pred": 30559.366666666665, + "n_ref": 31601.4 + }, + "4": { + "Dice": 0.589129325481166, + "FN": 2115.7, + "FP": 2283.3333333333335, + "IoU": 0.4995720645247579, + "TN": 2773509.2666666666, + "TP": 8280.5, + "n_pred": 10563.833333333334, + "n_ref": 10396.2 + }, + "5": { + "Dice": 0.47626443203120555, + "FN": 680.1333333333333, + "FP": 572.8, + "IoU": 0.37316135312866006, + "TN": 2783312.0, + "TP": 1623.8666666666666, + "n_pred": 2196.6666666666665, + "n_ref": 2304.0 + }, + "6": { + "Dice": 0.9236691755566221, + "FN": 20117.833333333332, + "FP": 11888.466666666667, + "IoU": 0.8653891904486961, + "TN": 2601663.8666666667, + "TP": 152518.63333333333, + "n_pred": 164407.1, + "n_ref": 172636.46666666667 + }, + "7": { + "Dice": 0.6585955493892788, + "FN": 21342.9, + "FP": 18498.033333333333, + "IoU": 0.5652031217621675, + "TN": 2664825.6666666665, + "TP": 81522.2, + "n_pred": 100020.23333333334, + "n_ref": 102865.1 + }, + "8": { + "Dice": 0.7943061837334572, + "FN": 667.9, + "FP": 1521.1, + "IoU": 0.7357285515951199, + "TN": 2772625.6666666665, + "TP": 11374.133333333333, + "n_pred": 12895.233333333334, + "n_ref": 12042.033333333333 + }, + "9": { + "Dice": 0.8269276575183307, + "FN": 2093.866666666667, + "FP": 1413.2333333333333, + "IoU": 0.7184960060111789, + "TN": 2773857.8, + "TP": 8823.9, + "n_pred": 10237.133333333333, + "n_ref": 10917.766666666666 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9798989211082835, + "FN": 4799, + "FP": 809, + "IoU": 0.9605900252285681, + "TN": 2836645, + "TP": 136691, + "n_pred": 137500, + "n_ref": 141490 + }, + "10": { + "Dice": 0.920627802690583, + "FN": 28, + "FP": 680, + "IoU": 0.8529289572081429, + "TN": 2974130, + "TP": 4106, + "n_pred": 4786, + "n_ref": 4134 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6475675675675676, + "FN": 594, + "FP": 58, + "IoU": 0.4788169464428457, + "TN": 2977693, + "TP": 599, + "n_pred": 657, + "n_ref": 1193 + }, + "14": { + "Dice": 0.09108910891089109, + "FN": 1377, + "FP": 0, + "IoU": 0.04771784232365145, + "TN": 2977498, + "TP": 69, + "n_pred": 69, + "n_ref": 1446 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2103, + "IoU": 0.0, + "TN": 2976841, + "TP": 0, + "n_pred": 2103, + "n_ref": 0 + }, + "3": { + "Dice": 0.9064655386294844, + "FN": 2485, + "FP": 1285, + "IoU": 0.8289318449950086, + "TN": 2956906, + "TP": 18268, + "n_pred": 19553, + "n_ref": 20753 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 655, + "IoU": 0.0, + "TN": 2978289, + "TP": 0, + "n_pred": 655, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9437411137692943, + "FN": 8854, + "FP": 4362, + "IoU": 0.8934751944545198, + "TN": 2854879, + "TP": 110849, + "n_pred": 115211, + "n_ref": 119703 + }, + "7": { + "Dice": 0.8958381919562406, + "FN": 5304, + "FP": 9435, + "IoU": 0.8113287250384025, + "TN": 2900824, + "TP": 63381, + "n_pred": 72816, + "n_ref": 68685 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9692736604636042, + "FN": 522, + "FP": 2597, + "IoU": 0.9403792483847536, + "TN": 2576166, + "TP": 49195, + "n_pred": 51792, + "n_ref": 49717 + }, + "10": { + "Dice": 0.6025924147863658, + "FN": 1681, + "FP": 6597, + "IoU": 0.43122165727635015, + "TN": 2613926, + "TP": 6276, + "n_pred": 12873, + "n_ref": 7957 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7084923664122137, + "FN": 807, + "FP": 415, + "IoU": 0.5485777613594385, + "TN": 2625773, + "TP": 1485, + "n_pred": 1900, + "n_ref": 2292 + }, + "13": { + "Dice": 0.23135611433483774, + "FN": 12668, + "FP": 1638, + "IoU": 0.1308098912449116, + "TN": 2612021, + "TP": 2153, + "n_pred": 3791, + "n_ref": 14821 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 2628472, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "3": { + "Dice": 0.9610755300353356, + "FN": 1467, + "FP": 1353, + "IoU": 0.9250677578785141, + "TN": 2590846, + "TP": 34814, + "n_pred": 36167, + "n_ref": 36281 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8339278636543797, + "FN": 393, + "FP": 26, + "IoU": 0.7151597552685248, + "TN": 2627009, + "TP": 1052, + "n_pred": 1078, + "n_ref": 1445 + }, + "7": { + "Dice": 0.872430695720229, + "FN": 31818, + "FP": 2249, + "IoU": 0.773726894133119, + "TN": 2477923, + "TP": 116490, + "n_pred": 118739, + "n_ref": 148308 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.2382939267501159, + "FN": 1643, + "FP": 0, + "IoU": 0.13526315789473684, + "TN": 2801812, + "TP": 257, + "n_pred": 257, + "n_ref": 1900 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.49249642686993805, + "FN": 2839, + "FP": 5683, + "IoU": 0.32669668957888914, + "TN": 2791055, + "TP": 4135, + "n_pred": 9818, + "n_ref": 6974 + }, + "14": { + "Dice": 0.8903247451182614, + "FN": 6992, + "FP": 10661, + "IoU": 0.8023290969150664, + "TN": 2714407, + "TP": 71652, + "n_pred": 82313, + "n_ref": 78644 + }, + "15": { + "Dice": 0.7569005573411337, + "FN": 19634, + "FP": 561, + "IoU": 0.6088817445869001, + "TN": 2752078, + "TP": 31439, + "n_pred": 32000, + "n_ref": 51073 + }, + "2": { + "Dice": 0.6681039505885095, + "FN": 37583, + "FP": 2289, + "IoU": 0.5016186892991513, + "TN": 2723709, + "TP": 40131, + "n_pred": 42420, + "n_ref": 77714 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 31741, + "IoU": 0.0, + "TN": 2771971, + "TP": 0, + "n_pred": 31741, + "n_ref": 0 + }, + "4": { + "Dice": 0.8733738510221508, + "FN": 1377, + "FP": 1144, + "IoU": 0.7752117699509585, + "TN": 2792497, + "TP": 8694, + "n_pred": 9838, + "n_ref": 10071 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9719259662916975, + "FN": 2728, + "FP": 3042, + "IoU": 0.9453851905839147, + "TN": 2698063, + "TP": 99879, + "n_pred": 102921, + "n_ref": 102607 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 72, + "IoU": 0.0, + "TN": 2803640, + "TP": 0, + "n_pred": 72, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8798053527980535, + "FN": 1070, + "FP": 3376, + "IoU": 0.7854039965247611, + "TN": 3483922, + "TP": 16272, + "n_pred": 19648, + "n_ref": 17342 + }, + "10": { + "Dice": 0.7213739171469984, + "FN": 10154, + "FP": 6378, + "IoU": 0.5641789470909234, + "TN": 3466707, + "TP": 21401, + "n_pred": 27779, + "n_ref": 31555 + }, + "11": { + "Dice": 0.0, + "FN": 33, + "FP": 0, + "IoU": 0.0, + "TN": 3504607, + "TP": 0, + "n_pred": 0, + "n_ref": 33 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.557927907914332, + "FN": 52823, + "FP": 906, + "IoU": 0.3868932149622293, + "TN": 3417006, + "TP": 33905, + "n_pred": 34811, + "n_ref": 86728 + }, + "14": { + "Dice": 0.9125968900090351, + "FN": 8485, + "FP": 2543, + "IoU": 0.8392443258844623, + "TN": 3436039, + "TP": 57573, + "n_pred": 60116, + "n_ref": 66058 + }, + "15": { + "Dice": 0.7997574450882631, + "FN": 952, + "FP": 2020, + "IoU": 0.666329852924666, + "TN": 3495733, + "TP": 5935, + "n_pred": 7955, + "n_ref": 6887 + }, + "2": { + "Dice": 0.9305708190574697, + "FN": 604, + "FP": 1544, + "IoU": 0.8701565616877229, + "TN": 3488097, + "TP": 14395, + "n_pred": 15939, + "n_ref": 14999 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8878885811018775, + "FN": 414, + "FP": 2500, + "IoU": 0.7983809589704559, + "TN": 3490187, + "TP": 11539, + "n_pred": 14039, + "n_ref": 11953 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8976321880007121, + "FN": 5170, + "FP": 37380, + "IoU": 0.8142764857881137, + "TN": 3275536, + "TP": 186554, + "n_pred": 223934, + "n_ref": 191724 + }, + "7": { + "Dice": 0.7073504865292598, + "FN": 202872, + "FP": 33820, + "IoU": 0.5472098037077635, + "TN": 2981899, + "TP": 286049, + "n_pred": 319869, + "n_ref": 488921 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8322006093273963, + "FN": 279, + "FP": 1153, + "IoU": 0.7126229179209311, + "TN": 3499657, + "TP": 3551, + "n_pred": 4704, + "n_ref": 3830 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.34940598948499724, + "FN": 62, + "FP": 44734, + "IoU": 0.21168499780026398, + "TN": 5200135, + "TP": 12029, + "n_pred": 56763, + "n_ref": 12091 + }, + "10": { + "Dice": 0.6946033370492882, + "FN": 2570, + "FP": 14141, + "IoU": 0.5321013579728405, + "TN": 5221245, + "TP": 19004, + "n_pred": 33145, + "n_ref": 21574 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1420, + "IoU": 0.0, + "TN": 5255540, + "TP": 0, + "n_pred": 1420, + "n_ref": 0 + }, + "12": { + "Dice": 0.009454545454545455, + "FN": 2692, + "FP": 32, + "IoU": 0.0047497259773474606, + "TN": 5254223, + "TP": 13, + "n_pred": 45, + "n_ref": 2705 + }, + "13": { + "Dice": 0.6572310702167334, + "FN": 4329, + "FP": 6884, + "IoU": 0.4894595455994172, + "TN": 5234997, + "TP": 10750, + "n_pred": 17634, + "n_ref": 15079 + }, + "14": { + "Dice": 0.00022683530382183118, + "FN": 12128, + "FP": 278766, + "IoU": 0.00011343051693380127, + "TN": 4966033, + "TP": 33, + "n_pred": 278799, + "n_ref": 12161 + }, + "15": { + "Dice": 0.7647210521791455, + "FN": 1079, + "FP": 9869, + "IoU": 0.6190675017397356, + "TN": 5228220, + "TP": 17792, + "n_pred": 27661, + "n_ref": 18871 + }, + "2": { + "Dice": 0.9195433212753654, + "FN": 2650, + "FP": 3333, + "IoU": 0.8510691260299206, + "TN": 5216787, + "TP": 34190, + "n_pred": 37523, + "n_ref": 36840 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 406, + "IoU": 0.0, + "TN": 5256554, + "TP": 0, + "n_pred": 406, + "n_ref": 0 + }, + "4": { + "Dice": 0.5781438701885857, + "FN": 3024, + "FP": 10599, + "IoU": 0.40661207422249324, + "TN": 5234002, + "TP": 9335, + "n_pred": 19934, + "n_ref": 12359 + }, + "5": { + "Dice": 0.6721767528121598, + "FN": 5809, + "FP": 2322, + "IoU": 0.5062245703528269, + "TN": 5240493, + "TP": 8336, + "n_pred": 10658, + "n_ref": 14145 + }, + "6": { + "Dice": 0.670438795706873, + "FN": 2129, + "FP": 133407, + "IoU": 0.5042556849147217, + "TN": 4983561, + "TP": 137863, + "n_pred": 271270, + "n_ref": 139992 + }, + "7": { + "Dice": 0.6723433543047234, + "FN": 24473, + "FP": 49793, + "IoU": 0.5064135795084473, + "TN": 5106498, + "TP": 76196, + "n_pred": 125989, + "n_ref": 100669 + }, + "8": { + "Dice": 0.8476752394017287, + "FN": 5360, + "FP": 6077, + "IoU": 0.7356218215441517, + "TN": 5213700, + "TP": 31823, + "n_pred": 37900, + "n_ref": 37183 + }, + "9": { + "Dice": 0.8309516309172656, + "FN": 2970, + "FP": 2933, + "IoU": 0.7107931997452354, + "TN": 5236549, + "TP": 14508, + "n_pred": 17441, + "n_ref": 17478 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7381332651887818, + "FN": 9935, + "FP": 6461, + "IoU": 0.5849534224382341, + "TN": 3815600, + "TP": 23108, + "n_pred": 29569, + "n_ref": 33043 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1557, + "IoU": 0.0, + "TN": 3853547, + "TP": 0, + "n_pred": 1557, + "n_ref": 0 + }, + "13": { + "Dice": 0.5408898217886982, + "FN": 50141, + "FP": 5634, + "IoU": 0.37069840911655194, + "TN": 3766474, + "TP": 32855, + "n_pred": 38489, + "n_ref": 82996 + }, + "14": { + "Dice": 0.9138630180737665, + "FN": 8719, + "FP": 6384, + "IoU": 0.84138836378912, + "TN": 3759884, + "TP": 80117, + "n_pred": 86501, + "n_ref": 88836 + }, + "15": { + "Dice": 0.3530887425525243, + "FN": 71, + "FP": 4055, + "IoU": 0.2143945163747144, + "TN": 3849852, + "TP": 1126, + "n_pred": 5181, + "n_ref": 1197 + }, + "2": { + "Dice": 0.9192997098684472, + "FN": 2630, + "FP": 5492, + "IoU": 0.8506518581174264, + "TN": 3800721, + "TP": 46261, + "n_pred": 51753, + "n_ref": 48891 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 95, + "IoU": 0.0, + "TN": 3855009, + "TP": 0, + "n_pred": 95, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 62, + "FP": 1950, + "IoU": 0.0, + "TN": 3853092, + "TP": 0, + "n_pred": 1950, + "n_ref": 62 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9372139541202318, + "FN": 5017, + "FP": 8386, + "IoU": 0.8818463111683137, + "TN": 3741667, + "TP": 100034, + "n_pred": 108420, + "n_ref": 105051 + }, + "7": { + "Dice": 0.6438270600523838, + "FN": 43927, + "FP": 23930, + "IoU": 0.4747381702493285, + "TN": 3725917, + "TP": 61330, + "n_pred": 85260, + "n_ref": 105257 + }, + "8": { + "Dice": 0.0, + "FN": 12, + "FP": 12, + "IoU": 0.0, + "TN": 3855080, + "TP": 0, + "n_pred": 12, + "n_ref": 12 + }, + "9": { + "Dice": 0.6796477737814709, + "FN": 1459, + "FP": 1124, + "IoU": 0.5147473229381927, + "TN": 3849781, + "TP": 2740, + "n_pred": 3864, + "n_ref": 4199 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7501759539765599, + "FN": 9811, + "FP": 6517, + "IoU": 0.600225252797297, + "TN": 3814261, + "TP": 24515, + "n_pred": 31032, + "n_ref": 34326 + }, + "11": { + "Dice": 0.2896551724137931, + "FN": 41, + "FP": 62, + "IoU": 0.1693548387096774, + "TN": 3854980, + "TP": 21, + "n_pred": 83, + "n_ref": 62 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 142, + "IoU": 0.0, + "TN": 3854962, + "TP": 0, + "n_pred": 142, + "n_ref": 0 + }, + "13": { + "Dice": 0.5849569802941993, + "FN": 1373, + "FP": 6104, + "IoU": 0.4133845912443119, + "TN": 3842358, + "TP": 5269, + "n_pred": 11373, + "n_ref": 6642 + }, + "14": { + "Dice": 0.7858016381144214, + "FN": 8130, + "FP": 12713, + "IoU": 0.6471773169699534, + "TN": 3796029, + "TP": 38232, + "n_pred": 50945, + "n_ref": 46362 + }, + "15": { + "Dice": 0.6066722489092592, + "FN": 8683, + "FP": 242, + "IoU": 0.43541244939271256, + "TN": 3839296, + "TP": 6883, + "n_pred": 7125, + "n_ref": 15566 + }, + "2": { + "Dice": 0.9195043141710755, + "FN": 4831, + "FP": 1970, + "IoU": 0.8510023003614854, + "TN": 3809459, + "TP": 38844, + "n_pred": 40814, + "n_ref": 43675 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 2, + "FP": 0, + "IoU": 0.0, + "TN": 3855102, + "TP": 0, + "n_pred": 0, + "n_ref": 2 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 3855097, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "6": { + "Dice": 0.9423823408403842, + "FN": 11006, + "FP": 17983, + "IoU": 0.8910425546309452, + "TN": 3589046, + "TP": 237069, + "n_pred": 255052, + "n_ref": 248075 + }, + "7": { + "Dice": 0.6569603145349552, + "FN": 46846, + "FP": 3410, + "IoU": 0.4891592717958101, + "TN": 3756725, + "TP": 48123, + "n_pred": 51533, + "n_ref": 94969 + }, + "8": { + "Dice": 0.8661638972333676, + "FN": 578, + "FP": 5793, + "IoU": 0.7639233705117279, + "TN": 3828117, + "TP": 20616, + "n_pred": 26409, + "n_ref": 21194 + }, + "9": { + "Dice": 0.8234403009569016, + "FN": 11389, + "FP": 2597, + "IoU": 0.6998712446351931, + "TN": 3808504, + "TP": 32614, + "n_pred": 35211, + "n_ref": 44003 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9504496200249902, + "FN": 1254, + "FP": 1165, + "IoU": 0.9055778914087201, + "TN": 2427629, + "TP": 23200, + "n_pred": 24365, + "n_ref": 24454 + }, + "10": { + "Dice": 0.7928866146555917, + "FN": 5625, + "FP": 5870, + "IoU": 0.6568451847871515, + "TN": 2419750, + "TP": 22003, + "n_pred": 27873, + "n_ref": 27628 + }, + "11": { + "Dice": 0.7545582047685835, + "FN": 165, + "FP": 10, + "IoU": 0.6058558558558559, + "TN": 2452804, + "TP": 269, + "n_pred": 279, + "n_ref": 434 + }, + "12": { + "Dice": 0.6466081106335264, + "FN": 793, + "FP": 1098, + "IoU": 0.4777685722176194, + "TN": 2449627, + "TP": 1730, + "n_pred": 2828, + "n_ref": 2523 + }, + "13": { + "Dice": 0.6805881099509908, + "FN": 411, + "FP": 5585, + "IoU": 0.5158268733850129, + "TN": 2440864, + "TP": 6388, + "n_pred": 11973, + "n_ref": 6799 + }, + "14": { + "Dice": 0.9668450015629603, + "FN": 11337, + "FP": 3406, + "IoU": 0.9358179586079597, + "TN": 2223542, + "TP": 214963, + "n_pred": 218369, + "n_ref": 226300 + }, + "15": { + "Dice": 0.4301849729906695, + "FN": 4194, + "FP": 2768, + "IoU": 0.27403545359749737, + "TN": 2443658, + "TP": 2628, + "n_pred": 5396, + "n_ref": 6822 + }, + "2": { + "Dice": 0.9093050647820966, + "FN": 92, + "FP": 62, + "IoU": 0.8336933045356372, + "TN": 2452322, + "TP": 772, + "n_pred": 834, + "n_ref": 864 + }, + "3": { + "Dice": 0.9564611206228285, + "FN": 3566, + "FP": 4241, + "IoU": 0.9165553287230518, + "TN": 2359689, + "TP": 85752, + "n_pred": 89993, + "n_ref": 89318 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9351122388426201, + "FN": 926, + "FP": 2245, + "IoU": 0.8781322059953882, + "TN": 2427228, + "TP": 22849, + "n_pred": 25094, + "n_ref": 23775 + }, + "7": { + "Dice": 0.9757533558795388, + "FN": 6452, + "FP": 3786, + "IoU": 0.9526546769576537, + "TN": 2237007, + "TP": 206003, + "n_pred": 209789, + "n_ref": 212455 + }, + "8": { + "Dice": 0.9544284523075808, + "FN": 766, + "FP": 491, + "IoU": 0.9128294036061027, + "TN": 2438828, + "TP": 13163, + "n_pred": 13654, + "n_ref": 13929 + }, + "9": { + "Dice": 0.9016068376068376, + "FN": 836, + "FP": 2042, + "IoU": 0.8208416334661355, + "TN": 2437184, + "TP": 13186, + "n_pred": 15228, + "n_ref": 14022 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8367716754948424, + "FN": 1430, + "FP": 3254, + "IoU": 0.7193529059316957, + "TN": 2261326, + "TP": 12006, + "n_pred": 15260, + "n_ref": 13436 + }, + "11": { + "Dice": 0.6108121957468614, + "FN": 171, + "FP": 2867, + "IoU": 0.4396901512357064, + "TN": 2272594, + "TP": 2384, + "n_pred": 5251, + "n_ref": 2555 + }, + "12": { + "Dice": 0.6600265604249668, + "FN": 1015, + "FP": 1033, + "IoU": 0.49256689791873143, + "TN": 2273980, + "TP": 1988, + "n_pred": 3021, + "n_ref": 3003 + }, + "13": { + "Dice": 0.7030119831588039, + "FN": 2246, + "FP": 3256, + "IoU": 0.5420342933244549, + "TN": 2266002, + "TP": 6512, + "n_pred": 9768, + "n_ref": 8758 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9569019776725081, + "FN": 1589, + "FP": 1013, + "IoU": 0.9173653455284553, + "TN": 2246528, + "TP": 28886, + "n_pred": 29899, + "n_ref": 30475 + }, + "3": { + "Dice": 0.9374984355835899, + "FN": 601, + "FP": 1896, + "IoU": 0.8823501696192989, + "TN": 2256792, + "TP": 18727, + "n_pred": 20623, + "n_ref": 19328 + }, + "4": { + "Dice": 0.7430723701910142, + "FN": 588, + "FP": 367, + "IoU": 0.591181506849315, + "TN": 2275680, + "TP": 1381, + "n_pred": 1748, + "n_ref": 1969 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9616727746770093, + "FN": 3422, + "FP": 5457, + "IoU": 0.9261750546682076, + "TN": 2157745, + "TP": 111392, + "n_pred": 116849, + "n_ref": 114814 + }, + "7": { + "Dice": 0.9623092383939035, + "FN": 10829, + "FP": 685, + "IoU": 0.9273564668769716, + "TN": 2119516, + "TP": 146986, + "n_pred": 147671, + "n_ref": 157815 + }, + "8": { + "Dice": 0.9322688969144016, + "FN": 710, + "FP": 359, + "IoU": 0.8731307856634227, + "TN": 2269590, + "TP": 7357, + "n_pred": 7716, + "n_ref": 8067 + }, + "9": { + "Dice": 0.8933446196169718, + "FN": 2398, + "FP": 1634, + "IoU": 0.8072473467826752, + "TN": 2257098, + "TP": 16886, + "n_pred": 18520, + "n_ref": 19284 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8927084732106889, + "FN": 567, + "FP": 232, + "IoU": 0.8062090710647587, + "TN": 2098661, + "TP": 3324, + "n_pred": 3556, + "n_ref": 3891 + }, + "10": { + "Dice": 0.8519131780713437, + "FN": 1969, + "FP": 6259, + "IoU": 0.74202853111773, + "TN": 2070889, + "TP": 23667, + "n_pred": 29926, + "n_ref": 25636 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8476407049459921, + "FN": 530, + "FP": 542, + "IoU": 0.7355698075974346, + "TN": 2098730, + "TP": 2982, + "n_pred": 3524, + "n_ref": 3512 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 10547, + "IoU": 0.0, + "TN": 2092237, + "TP": 0, + "n_pred": 10547, + "n_ref": 0 + }, + "14": { + "Dice": 0.16901806367312344, + "FN": 47061, + "FP": 0, + "IoU": 0.09231006615619033, + "TN": 2050937, + "TP": 4786, + "n_pred": 4786, + "n_ref": 51847 + }, + "15": { + "Dice": 0.7740153773732936, + "FN": 1486, + "FP": 5715, + "IoU": 0.6313418317718732, + "TN": 2083251, + "TP": 12332, + "n_pred": 18047, + "n_ref": 13818 + }, + "2": { + "Dice": 0.4, + "FN": 3, + "FP": 0, + "IoU": 0.25, + "TN": 2102780, + "TP": 1, + "n_pred": 1, + "n_ref": 4 + }, + "3": { + "Dice": 0.9647043329382325, + "FN": 1422, + "FP": 1794, + "IoU": 0.9318152906754866, + "TN": 2055618, + "TP": 43950, + "n_pred": 45744, + "n_ref": 45372 + }, + "4": { + "Dice": 0.9212149976269578, + "FN": 790, + "FP": 3194, + "IoU": 0.8539375274967004, + "TN": 2075508, + "TP": 23292, + "n_pred": 26486, + "n_ref": 24082 + }, + "5": { + "Dice": 0.8652143110166489, + "FN": 729, + "FP": 793, + "IoU": 0.762447323240206, + "TN": 2096377, + "TP": 4885, + "n_pred": 5678, + "n_ref": 5614 + }, + "6": { + "Dice": 0.9113854201312249, + "FN": 11021, + "FP": 12425, + "IoU": 0.8371975141478318, + "TN": 1958769, + "TP": 120569, + "n_pred": 132994, + "n_ref": 131590 + }, + "7": { + "Dice": 0.8732454961011025, + "FN": 1561, + "FP": 7867, + "IoU": 0.7750095456281023, + "TN": 2060880, + "TP": 32476, + "n_pred": 40343, + "n_ref": 34037 + }, + "8": { + "Dice": 0.9250266759018326, + "FN": 2315, + "FP": 1690, + "IoU": 0.8605112844803566, + "TN": 2074072, + "TP": 24707, + "n_pred": 26397, + "n_ref": 27022 + }, + "9": { + "Dice": 0.8821659182536301, + "FN": 2398, + "FP": 1197, + "IoU": 0.7891742904058175, + "TN": 2085732, + "TP": 13457, + "n_pred": 14654, + "n_ref": 15855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9204635656453405, + "FN": 1099, + "FP": 905, + "IoU": 0.8526470588235294, + "TN": 1213024, + "TP": 11596, + "n_pred": 12501, + "n_ref": 12695 + }, + "10": { + "Dice": 0.8182253954638343, + "FN": 3217, + "FP": 11193, + "IoU": 0.6923700952136971, + "TN": 1179782, + "TP": 32432, + "n_pred": 43625, + "n_ref": 35649 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 45, + "FP": 54, + "IoU": 0.0, + "TN": 1226525, + "TP": 0, + "n_pred": 54, + "n_ref": 45 + }, + "13": { + "Dice": 0.571501235285569, + "FN": 16096, + "FP": 7492, + "IoU": 0.4000712142021466, + "TN": 1187306, + "TP": 15730, + "n_pred": 23222, + "n_ref": 31826 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.925647419911759, + "FN": 4027, + "FP": 3725, + "IoU": 0.8615862586151484, + "TN": 1170618, + "TP": 48254, + "n_pred": 51979, + "n_ref": 52281 + }, + "3": { + "Dice": 0.829010989010989, + "FN": 4, + "FP": 385, + "IoU": 0.7079579579579579, + "TN": 1225292, + "TP": 943, + "n_pred": 1328, + "n_ref": 947 + }, + "4": { + "Dice": 0.6015620377492457, + "FN": 12442, + "FP": 1026, + "IoU": 0.43016712502644383, + "TN": 1202989, + "TP": 10167, + "n_pred": 11193, + "n_ref": 22609 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9336840329432695, + "FN": 3995, + "FP": 4653, + "IoU": 0.8756166669063817, + "TN": 1157097, + "TP": 60879, + "n_pred": 65532, + "n_ref": 64874 + }, + "7": { + "Dice": 0.9327574336824372, + "FN": 9650, + "FP": 7833, + "IoU": 0.8739882226594878, + "TN": 1087883, + "TP": 121258, + "n_pred": 129091, + "n_ref": 130908 + }, + "8": { + "Dice": 0.9255574309318646, + "FN": 149, + "FP": 1527, + "IoU": 0.8614303431169905, + "TN": 1214529, + "TP": 10419, + "n_pred": 11946, + "n_ref": 10568 + }, + "9": { + "Dice": 0.910861171730737, + "FN": 1487, + "FP": 106, + "IoU": 0.8363131935881628, + "TN": 1216892, + "TP": 8139, + "n_pred": 8245, + "n_ref": 9626 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7475124378109452, + "FN": 394, + "FP": 3260, + "IoU": 0.5968222442899702, + "TN": 2619417, + "TP": 5409, + "n_pred": 8669, + "n_ref": 5803 + }, + "11": { + "Dice": 0.3631694790902421, + "FN": 1510, + "FP": 226, + "IoU": 0.22187359928283282, + "TN": 2626249, + "TP": 495, + "n_pred": 721, + "n_ref": 2005 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7238059977786006, + "FN": 13403, + "FP": 5993, + "IoU": 0.5671598491441834, + "TN": 2583669, + "TP": 25415, + "n_pred": 31408, + "n_ref": 38818 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9654593855482968, + "FN": 2215, + "FP": 3014, + "IoU": 0.9332252132604587, + "TN": 2550172, + "TP": 73079, + "n_pred": 76093, + "n_ref": 75294 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5454367026496565, + "FN": 1625, + "FP": 3007, + "IoU": 0.3749831331804075, + "TN": 2621069, + "TP": 2779, + "n_pred": 5786, + "n_ref": 4404 + }, + "6": { + "Dice": 0.9704212508089662, + "FN": 2487, + "FP": 1535, + "IoU": 0.9425420363148045, + "TN": 2558481, + "TP": 65977, + "n_pred": 67512, + "n_ref": 68464 + }, + "7": { + "Dice": 0.0, + "FN": 465, + "FP": 0, + "IoU": 0.0, + "TN": 2628015, + "TP": 0, + "n_pred": 0, + "n_ref": 465 + }, + "8": { + "Dice": 0.9688154113598467, + "FN": 1257, + "FP": 501, + "IoU": 0.9395169613981972, + "TN": 2599414, + "TP": 27308, + "n_pred": 27809, + "n_ref": 28565 + }, + "9": { + "Dice": 0.8852854168949271, + "FN": 4513, + "FP": 722, + "IoU": 0.7941812463141341, + "TN": 2603045, + "TP": 20200, + "n_pred": 20922, + "n_ref": 24713 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.717034356122096, + "FN": 4731, + "FP": 5902, + "IoU": 0.5588881974694047, + "TN": 2779607, + "TP": 13472, + "n_pred": 19374, + "n_ref": 18203 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 46, + "IoU": 0.0, + "TN": 2803666, + "TP": 0, + "n_pred": 46, + "n_ref": 0 + }, + "13": { + "Dice": 0.42628094910591474, + "FN": 5186, + "FP": 21508, + "IoU": 0.27087487367184726, + "TN": 2767101, + "TP": 9917, + "n_pred": 31425, + "n_ref": 15103 + }, + "14": { + "Dice": 0.70206466992195, + "FN": 6135, + "FP": 9363, + "IoU": 0.5409088216126547, + "TN": 2769954, + "TP": 18260, + "n_pred": 27623, + "n_ref": 24395 + }, + "15": { + "Dice": 0.4490329105389575, + "FN": 50836, + "FP": 1464, + "IoU": 0.28951801336738575, + "TN": 2730100, + "TP": 21312, + "n_pred": 22776, + "n_ref": 72148 + }, + "2": { + "Dice": 0.9153650481970724, + "FN": 2374, + "FP": 5212, + "IoU": 0.843938365323294, + "TN": 2755103, + "TP": 41023, + "n_pred": 46235, + "n_ref": 43397 + }, + "3": { + "Dice": 0.881464918818595, + "FN": 6585, + "FP": 1526, + "IoU": 0.7880529932843816, + "TN": 2765443, + "TP": 30158, + "n_pred": 31684, + "n_ref": 36743 + }, + "4": { + "Dice": 0.6620726618429617, + "FN": 1858, + "FP": 6969, + "IoU": 0.49484949067185535, + "TN": 2786238, + "TP": 8647, + "n_pred": 15616, + "n_ref": 10505 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9537309658141807, + "FN": 12260, + "FP": 2559, + "IoU": 0.9115542318963408, + "TN": 2636163, + "TP": 152730, + "n_pred": 155289, + "n_ref": 164990 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1392, + "IoU": 0.0, + "TN": 2802320, + "TP": 0, + "n_pred": 1392, + "n_ref": 0 + }, + "8": { + "Dice": 0.8726169844020797, + "FN": 111, + "FP": 1359, + "IoU": 0.7740199846272099, + "TN": 2797207, + "TP": 5035, + "n_pred": 6394, + "n_ref": 5146 + }, + "9": { + "Dice": 0.8873085023513458, + "FN": 3568, + "FP": 4244, + "IoU": 0.7974434101693157, + "TN": 2765145, + "TP": 30755, + "n_pred": 34999, + "n_ref": 34323 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8769031422092647, + "FN": 296, + "FP": 1224, + "IoU": 0.7807903086241708, + "TN": 2972010, + "TP": 5414, + "n_pred": 6638, + "n_ref": 5710 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 2978930, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "3": { + "Dice": 0.9755322773360461, + "FN": 1569, + "FP": 3530, + "IoU": 0.952233297110953, + "TN": 2872196, + "TP": 101649, + "n_pred": 105179, + "n_ref": 103218 + }, + "4": { + "Dice": 0.7583559034495074, + "FN": 7948, + "FP": 171, + "IoU": 0.6107675343976221, + "TN": 2958085, + "TP": 12740, + "n_pred": 12911, + "n_ref": 20688 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9608144078415671, + "FN": 3310, + "FP": 1975, + "IoU": 0.9245840349325037, + "TN": 2908866, + "TP": 64793, + "n_pred": 66768, + "n_ref": 68103 + }, + "7": { + "Dice": 0.6053381010152609, + "FN": 2790, + "FP": 59018, + "IoU": 0.4340393191037369, + "TN": 2869735, + "TP": 47401, + "n_pred": 106419, + "n_ref": 50191 + }, + "8": { + "Dice": 0.0, + "FN": 26, + "FP": 0, + "IoU": 0.0, + "TN": 2978918, + "TP": 0, + "n_pred": 0, + "n_ref": 26 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9116811695092238, + "FN": 13316, + "FP": 12058, + "IoU": 0.83769677043822, + "TN": 2647375, + "TP": 130963, + "n_pred": 143021, + "n_ref": 144279 + }, + "10": { + "Dice": 0.835929519918284, + "FN": 2679, + "FP": 10171, + "IoU": 0.7181090270922452, + "TN": 2758127, + "TP": 32735, + "n_pred": 42906, + "n_ref": 35414 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.3404943404943405, + "FN": 5110, + "FP": 600, + "IoU": 0.20517817371937638, + "TN": 2796528, + "TP": 1474, + "n_pred": 2074, + "n_ref": 6584 + }, + "13": { + "Dice": 0.33581454700127605, + "FN": 4685, + "FP": 14053, + "IoU": 0.2017891373801917, + "TN": 2780237, + "TP": 4737, + "n_pred": 18790, + "n_ref": 9422 + }, + "14": { + "Dice": 0.5439174558942592, + "FN": 3210, + "FP": 21013, + "IoU": 0.37354850389220784, + "TN": 2765045, + "TP": 14444, + "n_pred": 35457, + "n_ref": 17654 + }, + "15": { + "Dice": 0.7518922775395062, + "FN": 19033, + "FP": 11222, + "IoU": 0.6024257874610704, + "TN": 2727613, + "TP": 45844, + "n_pred": 57066, + "n_ref": 64877 + }, + "2": { + "Dice": 0.7514356029532404, + "FN": 303, + "FP": 0, + "IoU": 0.6018396846254928, + "TN": 2802951, + "TP": 458, + "n_pred": 458, + "n_ref": 761 + }, + "3": { + "Dice": 0.9259182947159421, + "FN": 2960, + "FP": 12860, + "IoU": 0.8620557357608734, + "TN": 2689028, + "TP": 98864, + "n_pred": 111724, + "n_ref": 101824 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 47, + "IoU": 0.0, + "TN": 2803665, + "TP": 0, + "n_pred": 47, + "n_ref": 0 + }, + "5": { + "Dice": 0.657140589029134, + "FN": 3809, + "FP": 510, + "IoU": 0.48935918656892885, + "TN": 2795254, + "TP": 4139, + "n_pred": 4649, + "n_ref": 7948 + }, + "6": { + "Dice": 0.9530009954926306, + "FN": 14767, + "FP": 12427, + "IoU": 0.9102214915104275, + "TN": 2500811, + "TP": 275707, + "n_pred": 288134, + "n_ref": 290474 + }, + "7": { + "Dice": 0.8144921251305908, + "FN": 8473, + "FP": 10349, + "IoU": 0.687040670413355, + "TN": 2743570, + "TP": 41320, + "n_pred": 51669, + "n_ref": 49793 + }, + "8": { + "Dice": 0.9468775172764659, + "FN": 530, + "FP": 723, + "IoU": 0.8991143317230273, + "TN": 2791292, + "TP": 11167, + "n_pred": 11890, + "n_ref": 11697 + }, + "9": { + "Dice": 0.5209998432847516, + "FN": 12223, + "FP": 3, + "IoU": 0.35226490066225163, + "TN": 2784837, + "TP": 6649, + "n_pred": 6652, + "n_ref": 18872 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9531994243671078, + "FN": 474, + "FP": 1835, + "IoU": 0.9105835882740193, + "TN": 2777889, + "TP": 23514, + "n_pred": 25349, + "n_ref": 23988 + }, + "10": { + "Dice": 0.7336799537839399, + "FN": 26, + "FP": 435, + "IoU": 0.5793795620437956, + "TN": 2802616, + "TP": 635, + "n_pred": 1070, + "n_ref": 661 + }, + "11": { + "Dice": 0.6003878018684999, + "FN": 1124, + "FP": 1143, + "IoU": 0.42896725440806044, + "TN": 2799742, + "TP": 1703, + "n_pred": 2846, + "n_ref": 2827 + }, + "12": { + "Dice": 0.5403752039151712, + "FN": 257, + "FP": 1997, + "IoU": 0.3702151438949427, + "TN": 2800133, + "TP": 1325, + "n_pred": 3322, + "n_ref": 1582 + }, + "13": { + "Dice": 0.099935107073329, + "FN": 307, + "FP": 2467, + "IoU": 0.05259562841530055, + "TN": 2800784, + "TP": 154, + "n_pred": 2621, + "n_ref": 461 + }, + "14": { + "Dice": 0.8603601092591561, + "FN": 108, + "FP": 2397, + "IoU": 0.7549403247896693, + "TN": 2793490, + "TP": 7717, + "n_pred": 10114, + "n_ref": 7825 + }, + "15": { + "Dice": 0.8638619825550576, + "FN": 4121, + "FP": 1529, + "IoU": 0.7603495079742111, + "TN": 2780136, + "TP": 17926, + "n_pred": 19455, + "n_ref": 22047 + }, + "2": { + "Dice": 0.966960759782857, + "FN": 1588, + "FP": 1449, + "IoU": 0.9360348785778976, + "TN": 2756233, + "TP": 44442, + "n_pred": 45891, + "n_ref": 46030 + }, + "3": { + "Dice": 0.9687606112054329, + "FN": 1148, + "FP": 1060, + "IoU": 0.939413895291406, + "TN": 2767268, + "TP": 34236, + "n_pred": 35296, + "n_ref": 35384 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9547734886162539, + "FN": 4388, + "FP": 3969, + "IoU": 0.9134608414708654, + "TN": 2707143, + "TP": 88212, + "n_pred": 92181, + "n_ref": 92600 + }, + "7": { + "Dice": 0.8153475353755248, + "FN": 8212, + "FP": 1288, + "IoU": 0.688258843604384, + "TN": 2773238, + "TP": 20974, + "n_pred": 22262, + "n_ref": 29186 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 9727, + "IoU": 0.0, + "TN": 2793985, + "TP": 0, + "n_pred": 9727, + "n_ref": 0 + }, + "9": { + "Dice": 0.9188118811881189, + "FN": 291, + "FP": 529, + "IoU": 0.8498168498168498, + "TN": 2798252, + "TP": 4640, + "n_pred": 5169, + "n_ref": 4931 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.03257918552036199, + "FN": 0, + "FP": 2138, + "IoU": 0.01655933762649494, + "TN": 4203394, + "TP": 36, + "n_pred": 2174, + "n_ref": 36 + }, + "10": { + "Dice": 0.7110179184140297, + "FN": 1998, + "FP": 17710, + "IoU": 0.5516119491274771, + "TN": 4161615, + "TP": 24245, + "n_pred": 41955, + "n_ref": 26243 + }, + "11": { + "Dice": 0.6037735849056604, + "FN": 466, + "FP": 1760, + "IoU": 0.43243243243243246, + "TN": 4201646, + "TP": 1696, + "n_pred": 3456, + "n_ref": 2162 + }, + "12": { + "Dice": 0.7178516095713547, + "FN": 892, + "FP": 747, + "IoU": 0.5598818474758325, + "TN": 4201844, + "TP": 2085, + "n_pred": 2832, + "n_ref": 2977 + }, + "13": { + "Dice": 0.4701603125420989, + "FN": 1315, + "FP": 2618, + "IoU": 0.3073265234237407, + "TN": 4199890, + "TP": 1745, + "n_pred": 4363, + "n_ref": 3060 + }, + "14": { + "Dice": 0.9279024497741213, + "FN": 9741, + "FP": 2037, + "IoU": 0.8655018842069202, + "TN": 4117998, + "TP": 75792, + "n_pred": 77829, + "n_ref": 85533 + }, + "15": { + "Dice": 0.8097455269554014, + "FN": 6600, + "FP": 25885, + "IoU": 0.6803129459233381, + "TN": 4103953, + "TP": 69130, + "n_pred": 95015, + "n_ref": 75730 + }, + "2": { + "Dice": 0.9054784800215322, + "FN": 6853, + "FP": 873, + "IoU": 0.8272824823392649, + "TN": 4160836, + "TP": 37006, + "n_pred": 37879, + "n_ref": 43859 + }, + "3": { + "Dice": 0.815582815788123, + "FN": 554, + "FP": 6632, + "IoU": 0.6885942104350841, + "TN": 4182492, + "TP": 15890, + "n_pred": 22522, + "n_ref": 16444 + }, + "4": { + "Dice": 0.640008010948296, + "FN": 5473, + "FP": 5312, + "IoU": 0.4705968977027292, + "TN": 4185196, + "TP": 9587, + "n_pred": 14899, + "n_ref": 15060 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4205568, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8479132886395641, + "FN": 143782, + "FP": 8825, + "IoU": 0.7359804433802641, + "TN": 3627554, + "TP": 425407, + "n_pred": 434232, + "n_ref": 569189 + }, + "7": { + "Dice": 0.25536154568900826, + "FN": 16529, + "FP": 101558, + "IoU": 0.14636932085155602, + "TN": 4067233, + "TP": 20248, + "n_pred": 121806, + "n_ref": 36777 + }, + "8": { + "Dice": 0.9581470014906548, + "FN": 783, + "FP": 312, + "IoU": 0.9196566145718688, + "TN": 4191939, + "TP": 12534, + "n_pred": 12846, + "n_ref": 13317 + }, + "9": { + "Dice": 0.8798748194511314, + "FN": 248, + "FP": 4742, + "IoU": 0.7855147216849344, + "TN": 4182303, + "TP": 18275, + "n_pred": 23017, + "n_ref": 18523 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9822765851223165, + "FN": 118, + "FP": 24, + "IoU": 0.9651704684817267, + "TN": 2098707, + "TP": 3935, + "n_pred": 3959, + "n_ref": 4053 + }, + "10": { + "Dice": 0.8873061348613134, + "FN": 2761, + "FP": 4280, + "IoU": 0.7974395857307249, + "TN": 2068024, + "TP": 27719, + "n_pred": 31999, + "n_ref": 30480 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.45002346316283437, + "FN": 2307, + "FP": 37, + "IoU": 0.2903421132303966, + "TN": 2099481, + "TP": 959, + "n_pred": 996, + "n_ref": 3266 + }, + "13": { + "Dice": 0.11538461538461539, + "FN": 61, + "FP": 31, + "IoU": 0.061224489795918366, + "TN": 2102686, + "TP": 6, + "n_pred": 37, + "n_ref": 67 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9786489105630061, + "FN": 120, + "FP": 563, + "IoU": 0.958190499510284, + "TN": 2086448, + "TP": 15653, + "n_pred": 16216, + "n_ref": 15773 + }, + "3": { + "Dice": 0.9611653805382362, + "FN": 2732, + "FP": 4082, + "IoU": 0.9252342601329852, + "TN": 2011646, + "TP": 84324, + "n_pred": 88406, + "n_ref": 87056 + }, + "4": { + "Dice": 0.9451534901596554, + "FN": 1246, + "FP": 2179, + "IoU": 0.8960104444984212, + "TN": 2069848, + "TP": 29511, + "n_pred": 31690, + "n_ref": 30757 + }, + "5": { + "Dice": 0.8414465247499359, + "FN": 1139, + "FP": 1952, + "IoU": 0.7262906225095191, + "TN": 2091491, + "TP": 8202, + "n_pred": 10154, + "n_ref": 9341 + }, + "6": { + "Dice": 0.9710671394023855, + "FN": 4564, + "FP": 6730, + "IoU": 0.9437614217495008, + "TN": 1901961, + "TP": 189529, + "n_pred": 196259, + "n_ref": 194093 + }, + "7": { + "Dice": 0.6371612153956853, + "FN": 26241, + "FP": 2502, + "IoU": 0.46752500926268986, + "TN": 2048804, + "TP": 25237, + "n_pred": 27739, + "n_ref": 51478 + }, + "8": { + "Dice": 0.9622661956262598, + "FN": 1512, + "FP": 1970, + "IoU": 0.9272765246449457, + "TN": 2054904, + "TP": 44398, + "n_pred": 46368, + "n_ref": 45910 + }, + "9": { + "Dice": 0.6776315789473685, + "FN": 192, + "FP": 4, + "IoU": 0.5124378109452736, + "TN": 2102382, + "TP": 206, + "n_pred": 210, + "n_ref": 398 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9255841350873748, + "FN": 481, + "FP": 1793, + "IoU": 0.8614766081871345, + "TN": 2436832, + "TP": 14142, + "n_pred": 15935, + "n_ref": 14623 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 3839, + "IoU": 0.0, + "TN": 2449409, + "TP": 0, + "n_pred": 3839, + "n_ref": 0 + }, + "14": { + "Dice": 0.8270762928827445, + "FN": 3427, + "FP": 5016, + "IoU": 0.7051407417755117, + "TN": 2424614, + "TP": 20191, + "n_pred": 25207, + "n_ref": 23618 + }, + "15": { + "Dice": 0.9116803171787783, + "FN": 3768, + "FP": 3004, + "IoU": 0.8376953312242355, + "TN": 2411524, + "TP": 34952, + "n_pred": 37956, + "n_ref": 38720 + }, + "2": { + "Dice": 0.9681782549194159, + "FN": 365, + "FP": 2030, + "IoU": 0.9383192974323316, + "TN": 2414419, + "TP": 36434, + "n_pred": 38464, + "n_ref": 36799 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8565532395035335, + "FN": 16646, + "FP": 2678, + "IoU": 0.7490976135448856, + "TN": 2376230, + "TP": 57694, + "n_pred": 60372, + "n_ref": 74340 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9093529455463932, + "FN": 4889, + "FP": 13414, + "IoU": 0.8337738059559164, + "TN": 2343139, + "TP": 91806, + "n_pred": 105220, + "n_ref": 96695 + }, + "7": { + "Dice": 0.9244016454749439, + "FN": 3005, + "FP": 5081, + "IoU": 0.8594301409870835, + "TN": 2395725, + "TP": 49437, + "n_pred": 54518, + "n_ref": 52442 + }, + "8": { + "Dice": 0.6815144766146993, + "FN": 65, + "FP": 78, + "IoU": 0.5168918918918919, + "TN": 2452952, + "TP": 153, + "n_pred": 231, + "n_ref": 218 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9557739557739557, + "FN": 14, + "FP": 58, + "IoU": 0.9152941176470588, + "TN": 3679022, + "TP": 778, + "n_pred": 836, + "n_ref": 792 + }, + "10": { + "Dice": 0.9189722433971571, + "FN": 836, + "FP": 971, + "IoU": 0.850091256014601, + "TN": 3667818, + "TP": 10247, + "n_pred": 11218, + "n_ref": 11083 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.032496062339384894, + "FN": 210, + "FP": 58145, + "IoU": 0.01651638998904525, + "TN": 3620537, + "TP": 980, + "n_pred": 59125, + "n_ref": 1190 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 26213, + "IoU": 0.0, + "TN": 3653659, + "TP": 0, + "n_pred": 26213, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9731049419177004, + "FN": 1954, + "FP": 778, + "IoU": 0.9476186824142956, + "TN": 3627716, + "TP": 49424, + "n_pred": 50202, + "n_ref": 51378 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 18851, + "IoU": 0.0, + "TN": 3661021, + "TP": 0, + "n_pred": 18851, + "n_ref": 0 + }, + "5": { + "Dice": 0.8608469011271705, + "FN": 3161, + "FP": 950, + "IoU": 0.7556902597016699, + "TN": 3663045, + "TP": 12716, + "n_pred": 13666, + "n_ref": 15877 + }, + "6": { + "Dice": 0.9661107099151146, + "FN": 3726, + "FP": 11948, + "IoU": 0.9344430967418127, + "TN": 3440782, + "TP": 223416, + "n_pred": 235364, + "n_ref": 227142 + }, + "7": { + "Dice": 0.29803021733861196, + "FN": 41178, + "FP": 176029, + "IoU": 0.17510899451609474, + "TN": 3416556, + "TP": 46109, + "n_pred": 222138, + "n_ref": 87287 + }, + "8": { + "Dice": 0.96040987424313, + "FN": 226, + "FP": 29, + "IoU": 0.9238351254480287, + "TN": 3676524, + "TP": 3093, + "n_pred": 3122, + "n_ref": 3319 + }, + "9": { + "Dice": 0.86207908941033, + "FN": 4149, + "FP": 1958, + "IoU": 0.757591394434962, + "TN": 3654679, + "TP": 19086, + "n_pred": 21044, + "n_ref": 23235 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9856652305511894, + "FN": 2198, + "FP": 1605, + "IoU": 0.971735624410075, + "TN": 1793001, + "TP": 130748, + "n_pred": 132353, + "n_ref": 132946 + }, + "10": { + "Dice": 0.3981461470115025, + "FN": 9394, + "FP": 15669, + "IoU": 0.24855335352142235, + "TN": 1894199, + "TP": 8290, + "n_pred": 23959, + "n_ref": 17684 + }, + "11": { + "Dice": 0.4913748039728176, + "FN": 889, + "FP": 84, + "IoU": 0.3257103257103257, + "TN": 1926109, + "TP": 470, + "n_pred": 554, + "n_ref": 1359 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7012980427948484, + "FN": 7517, + "FP": 4265, + "IoU": 0.5399992191465272, + "TN": 1901939, + "TP": 13831, + "n_pred": 18096, + "n_ref": 21348 + }, + "14": { + "Dice": 0.8821534593321149, + "FN": 1176, + "FP": 9979, + "IoU": 0.7891543492231505, + "TN": 1874646, + "TP": 41751, + "n_pred": 51730, + "n_ref": 42927 + }, + "15": { + "Dice": 0.6736497772828508, + "FN": 3089, + "FP": 6289, + "IoU": 0.5078973605499292, + "TN": 1908495, + "TP": 9679, + "n_pred": 15968, + "n_ref": 12768 + }, + "2": { + "Dice": 0.9741538936323424, + "FN": 1283, + "FP": 727, + "IoU": 0.9496101682168017, + "TN": 1887663, + "TP": 37879, + "n_pred": 38606, + "n_ref": 39162 + }, + "3": { + "Dice": 0.007398273736128237, + "FN": 82, + "FP": 3943, + "IoU": 0.0037128712871287127, + "TN": 1923512, + "TP": 15, + "n_pred": 3958, + "n_ref": 97 + }, + "4": { + "Dice": 0.8200991513318209, + "FN": 2707, + "FP": 1575, + "IoU": 0.6950576840905854, + "TN": 1913510, + "TP": 9760, + "n_pred": 11335, + "n_ref": 12467 + }, + "5": { + "Dice": 0.006764374295377677, + "FN": 347, + "FP": 534, + "IoU": 0.003393665158371041, + "TN": 1926668, + "TP": 3, + "n_pred": 537, + "n_ref": 350 + }, + "6": { + "Dice": 0.7171888307691183, + "FN": 307884, + "FP": 1594, + "IoU": 0.5590759169949493, + "TN": 1225667, + "TP": 392407, + "n_pred": 394001, + "n_ref": 700291 + }, + "7": { + "Dice": 0.3580058704407381, + "FN": 6933, + "FP": 21282, + "IoU": 0.2180311512665595, + "TN": 1891470, + "TP": 7867, + "n_pred": 29149, + "n_ref": 14800 + }, + "8": { + "Dice": 0.9379261279421355, + "FN": 311, + "FP": 736, + "IoU": 0.8831081835435972, + "TN": 1918595, + "TP": 7910, + "n_pred": 8646, + "n_ref": 8221 + }, + "9": { + "Dice": 0.5778765600957428, + "FN": 5007, + "FP": 12276, + "IoU": 0.4063476797307045, + "TN": 1898439, + "TP": 11830, + "n_pred": 24106, + "n_ref": 16837 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8337956541840037, + "FN": 896, + "FP": 1980, + "IoU": 0.7149653121902874, + "TN": 4020246, + "TP": 7214, + "n_pred": 9194, + "n_ref": 8110 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8517061421116018, + "FN": 1731, + "FP": 1963, + "IoU": 0.7417144455320934, + "TN": 4016034, + "TP": 10608, + "n_pred": 12571, + "n_ref": 12339 + }, + "14": { + "Dice": 0.9576739113633826, + "FN": 3845, + "FP": 6013, + "IoU": 0.9187853223706974, + "TN": 3908954, + "TP": 111524, + "n_pred": 117537, + "n_ref": 115369 + }, + "15": { + "Dice": 0.9030967679598049, + "FN": 17272, + "FP": 2786, + "IoU": 0.8233148937669568, + "TN": 3916812, + "TP": 93466, + "n_pred": 96252, + "n_ref": 110738 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2256, + "IoU": 0.0, + "TN": 4028080, + "TP": 0, + "n_pred": 2256, + "n_ref": 0 + }, + "3": { + "Dice": 0.943304719842887, + "FN": 5363, + "FP": 786, + "IoU": 0.892693227230686, + "TN": 3973033, + "TP": 51154, + "n_pred": 51940, + "n_ref": 56517 + }, + "4": { + "Dice": 0.8659599528857479, + "FN": 624, + "FP": 4497, + "IoU": 0.7636061487328625, + "TN": 4008673, + "TP": 16542, + "n_pred": 21039, + "n_ref": 17166 + }, + "5": { + "Dice": 0.6440174326465927, + "FN": 1452, + "FP": 2142, + "IoU": 0.474945215485756, + "TN": 4023491, + "TP": 3251, + "n_pred": 5393, + "n_ref": 4703 + }, + "6": { + "Dice": 0.9004400769998419, + "FN": 3869, + "FP": 14388, + "IoU": 0.8189095093089459, + "TN": 3929519, + "TP": 82560, + "n_pred": 96948, + "n_ref": 86429 + }, + "7": { + "Dice": 0.9760343331083036, + "FN": 10036, + "FP": 898, + "IoU": 0.9531904874028726, + "TN": 3796751, + "TP": 222651, + "n_pred": 223549, + "n_ref": 232687 + }, + "8": { + "Dice": 0.9312293555002427, + "FN": 1082, + "FP": 3311, + "IoU": 0.8713088821185845, + "TN": 3996200, + "TP": 29743, + "n_pred": 33054, + "n_ref": 30825 + }, + "9": { + "Dice": 0.8663459186169779, + "FN": 1638, + "FP": 1, + "IoU": 0.7642065889800029, + "TN": 4023385, + "TP": 5312, + "n_pred": 5313, + "n_ref": 6950 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.08163265306122448, + "FN": 36, + "FP": 3069, + "IoU": 0.0425531914893617, + "TN": 1924309, + "TP": 138, + "n_pred": 3207, + "n_ref": 174 + }, + "10": { + "Dice": 0.7976776765211363, + "FN": 7268, + "FP": 6741, + "IoU": 0.6634474474474474, + "TN": 1885927, + "TP": 27616, + "n_pred": 34357, + "n_ref": 34884 + }, + "11": { + "Dice": 0.5731119442956615, + "FN": 1097, + "FP": 497, + "IoU": 0.4016516516516517, + "TN": 1924888, + "TP": 1070, + "n_pred": 1567, + "n_ref": 2167 + }, + "12": { + "Dice": 0.469937802349689, + "FN": 98, + "FP": 669, + "IoU": 0.3071364046973803, + "TN": 1926445, + "TP": 340, + "n_pred": 1009, + "n_ref": 438 + }, + "13": { + "Dice": 0.3816274454210377, + "FN": 4329, + "FP": 33, + "IoU": 0.2358093903293623, + "TN": 1921844, + "TP": 1346, + "n_pred": 1379, + "n_ref": 5675 + }, + "14": { + "Dice": 0.9197560953178027, + "FN": 6057, + "FP": 2668, + "IoU": 0.8514337283748808, + "TN": 1868824, + "TP": 50003, + "n_pred": 52671, + "n_ref": 56060 + }, + "15": { + "Dice": 0.4584269662921348, + "FN": 2892, + "FP": 0, + "IoU": 0.29737609329446063, + "TN": 1923436, + "TP": 1224, + "n_pred": 1224, + "n_ref": 4116 + }, + "2": { + "Dice": 0.9587214039486055, + "FN": 1273, + "FP": 5313, + "IoU": 0.9207155583377474, + "TN": 1844484, + "TP": 76482, + "n_pred": 81795, + "n_ref": 77755 + }, + "3": { + "Dice": 0.771101573676681, + "FN": 53, + "FP": 1227, + "IoU": 0.6274738067520372, + "TN": 1924116, + "TP": 2156, + "n_pred": 3383, + "n_ref": 2209 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5718064004231684, + "FN": 1898, + "FP": 1340, + "IoU": 0.4003703703703704, + "TN": 1922152, + "TP": 2162, + "n_pred": 3502, + "n_ref": 4060 + }, + "6": { + "Dice": 0.9641060288469792, + "FN": 5883, + "FP": 7080, + "IoU": 0.9306995268771217, + "TN": 1740497, + "TP": 174092, + "n_pred": 181172, + "n_ref": 179975 + }, + "7": { + "Dice": 0.880171488170812, + "FN": 61089, + "FP": 1296, + "IoU": 0.7859877462247258, + "TN": 1636050, + "TP": 229117, + "n_pred": 230413, + "n_ref": 290206 + }, + "8": { + "Dice": 0.8993716258075936, + "FN": 515, + "FP": 4033, + "IoU": 0.8171437761338051, + "TN": 1902680, + "TP": 20324, + "n_pred": 24357, + "n_ref": 20839 + }, + "9": { + "Dice": 0.8586309523809523, + "FN": 39, + "FP": 341, + "IoU": 0.7522816166883963, + "TN": 1926018, + "TP": 1154, + "n_pred": 1495, + "n_ref": 1193 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.40268456375838924, + "FN": 2, + "FP": 87, + "IoU": 0.25210084033613445, + "TN": 2803593, + "TP": 30, + "n_pred": 117, + "n_ref": 32 + }, + "10": { + "Dice": 0.7619379574764726, + "FN": 3525, + "FP": 1256, + "IoU": 0.6154279279279279, + "TN": 2791280, + "TP": 7651, + "n_pred": 8907, + "n_ref": 11176 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7247650183898652, + "FN": 1418, + "FP": 1276, + "IoU": 0.5683384073065214, + "TN": 2797471, + "TP": 3547, + "n_pred": 4823, + "n_ref": 4965 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1745, + "IoU": 0.0, + "TN": 2801967, + "TP": 0, + "n_pred": 1745, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9590836702192821, + "FN": 219, + "FP": 449, + "IoU": 0.9213840178886666, + "TN": 2795215, + "TP": 7829, + "n_pred": 8278, + "n_ref": 8048 + }, + "3": { + "Dice": 0.9345026034530008, + "FN": 106, + "FP": 1089, + "IoU": 0.8770576131687243, + "TN": 2793992, + "TP": 8525, + "n_pred": 9614, + "n_ref": 8631 + }, + "4": { + "Dice": 0.0, + "FN": 2, + "FP": 0, + "IoU": 0.0, + "TN": 2803710, + "TP": 0, + "n_pred": 0, + "n_ref": 2 + }, + "5": { + "Dice": 0.5265876276558281, + "FN": 408, + "FP": 3625, + "IoU": 0.35739324410452517, + "TN": 2797436, + "TP": 2243, + "n_pred": 5868, + "n_ref": 2651 + }, + "6": { + "Dice": 0.9672488863414683, + "FN": 2141, + "FP": 1116, + "IoU": 0.936575011684063, + "TN": 2752360, + "TP": 48095, + "n_pred": 49211, + "n_ref": 50236 + }, + "7": { + "Dice": 0.8687747247350044, + "FN": 5172, + "FP": 9523, + "IoU": 0.7679944426025039, + "TN": 2740373, + "TP": 48644, + "n_pred": 58167, + "n_ref": 53816 + }, + "8": { + "Dice": 0.9203942053960903, + "FN": 2093, + "FP": 5298, + "IoU": 0.8525280338401373, + "TN": 2753594, + "TP": 42727, + "n_pred": 48025, + "n_ref": 44820 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9295197508605146, + "FN": 295, + "FP": 565, + "IoU": 0.8683203184810901, + "TN": 2797181, + "TP": 5671, + "n_pred": 6236, + "n_ref": 5966 + }, + "10": { + "Dice": 0.6215954354612984, + "FN": 593, + "FP": 2922, + "IoU": 0.45095282724148705, + "TN": 2797310, + "TP": 2887, + "n_pred": 5809, + "n_ref": 3480 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5123456790123457, + "FN": 364, + "FP": 268, + "IoU": 0.34439834024896265, + "TN": 2802748, + "TP": 332, + "n_pred": 600, + "n_ref": 696 + }, + "13": { + "Dice": 0.18207681365576103, + "FN": 111, + "FP": 1039, + "IoU": 0.10015649452269171, + "TN": 2802434, + "TP": 128, + "n_pred": 1167, + "n_ref": 239 + }, + "14": { + "Dice": 0.5346807001288492, + "FN": 28940, + "FP": 3201, + "IoU": 0.36489023257652103, + "TN": 2753105, + "TP": 18466, + "n_pred": 21667, + "n_ref": 47406 + }, + "15": { + "Dice": 0.41659556313993173, + "FN": 3859, + "FP": 1611, + "IoU": 0.2631011720328708, + "TN": 2796289, + "TP": 1953, + "n_pred": 3564, + "n_ref": 5812 + }, + "2": { + "Dice": 0.35734905244601145, + "FN": 116176, + "FP": 478, + "IoU": 0.21754411853481523, + "TN": 2654625, + "TP": 32433, + "n_pred": 32911, + "n_ref": 148609 + }, + "3": { + "Dice": 0.5023337385284921, + "FN": 94090, + "FP": 13174, + "IoU": 0.33541100006815405, + "TN": 2642313, + "TP": 54135, + "n_pred": 67309, + "n_ref": 148225 + }, + "4": { + "Dice": 0.8836265223274695, + "FN": 4226, + "FP": 762, + "IoU": 0.7915151515151515, + "TN": 2779787, + "TP": 18937, + "n_pred": 19699, + "n_ref": 23163 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9656840936994493, + "FN": 11175, + "FP": 10654, + "IoU": 0.9336452120836297, + "TN": 2474738, + "TP": 307145, + "n_pred": 317799, + "n_ref": 318320 + }, + "7": { + "Dice": 0.9127316478639957, + "FN": 7195, + "FP": 3975, + "IoU": 0.8394722848971732, + "TN": 2734129, + "TP": 58413, + "n_pred": 62388, + "n_ref": 65608 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.47058823529411764, + "FN": 0, + "FP": 18, + "IoU": 0.3076923076923077, + "TN": 2628454, + "TP": 8, + "n_pred": 26, + "n_ref": 8 + }, + "10": { + "Dice": 0.8713481355572081, + "FN": 2746, + "FP": 5731, + "IoU": 0.7720256024096386, + "TN": 2591296, + "TP": 28707, + "n_pred": 34438, + "n_ref": 31453 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 208, + "FP": 13, + "IoU": 0.0, + "TN": 2628259, + "TP": 0, + "n_pred": 13, + "n_ref": 208 + }, + "13": { + "Dice": 0.5853976918740914, + "FN": 2222, + "FP": 11753, + "IoU": 0.41382492345119753, + "TN": 2604639, + "TP": 9866, + "n_pred": 21619, + "n_ref": 12088 + }, + "14": { + "Dice": 0.8453478934553236, + "FN": 1083, + "FP": 11493, + "IoU": 0.7321234583679468, + "TN": 2581533, + "TP": 34371, + "n_pred": 45864, + "n_ref": 35454 + }, + "15": { + "Dice": 0.4253021030184296, + "FN": 65858, + "FP": 438, + "IoU": 0.27008488665264735, + "TN": 2537653, + "TP": 24531, + "n_pred": 24969, + "n_ref": 90389 + }, + "2": { + "Dice": 0.9376091766623966, + "FN": 3393, + "FP": 9465, + "IoU": 0.8825463812994985, + "TN": 2519007, + "TP": 96615, + "n_pred": 106080, + "n_ref": 100008 + }, + "3": { + "Dice": 0.9388763119983535, + "FN": 132, + "FP": 165, + "IoU": 0.8847944142746315, + "TN": 2625902, + "TP": 2281, + "n_pred": 2446, + "n_ref": 2413 + }, + "4": { + "Dice": 0.8130912162162162, + "FN": 2522, + "FP": 1904, + "IoU": 0.6850494556322494, + "TN": 2614427, + "TP": 9627, + "n_pred": 11531, + "n_ref": 12149 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9750504125829808, + "FN": 7811, + "FP": 11676, + "IoU": 0.9513154837597527, + "TN": 2228209, + "TP": 380784, + "n_pred": 392460, + "n_ref": 388595 + }, + "7": { + "Dice": 0.8814823123474397, + "FN": 9285, + "FP": 12904, + "IoU": 0.7880807984336947, + "TN": 2523775, + "TP": 82516, + "n_pred": 95420, + "n_ref": 91801 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9212701670372271, + "FN": 1133, + "FP": 248, + "IoU": 0.8540323433040905, + "TN": 2619019, + "TP": 8080, + "n_pred": 8328, + "n_ref": 9213 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9302033116747013, + "FN": 206, + "FP": 460, + "IoU": 0.8695141065830722, + "TN": 3324304, + "TP": 4438, + "n_pred": 4898, + "n_ref": 4644 + }, + "10": { + "Dice": 0.8600629608866273, + "FN": 1829, + "FP": 7906, + "IoU": 0.7544828629794961, + "TN": 3289757, + "TP": 29916, + "n_pred": 37822, + "n_ref": 31745 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.46591101336491286, + "FN": 1581, + "FP": 1576, + "IoU": 0.3037053374503749, + "TN": 3324874, + "TP": 1377, + "n_pred": 2953, + "n_ref": 2958 + }, + "13": { + "Dice": 0.16943699731903486, + "FN": 1521, + "FP": 28, + "IoU": 0.09256004686584651, + "TN": 3327701, + "TP": 158, + "n_pred": 186, + "n_ref": 1679 + }, + "14": { + "Dice": 0.863876156706737, + "FN": 1465, + "FP": 1683, + "IoU": 0.760371469894192, + "TN": 3316271, + "TP": 9989, + "n_pred": 11672, + "n_ref": 11454 + }, + "15": { + "Dice": 0.8187291321607908, + "FN": 4333, + "FP": 2562, + "IoU": 0.6930917831389656, + "TN": 3306942, + "TP": 15571, + "n_pred": 18133, + "n_ref": 19904 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9778984892208453, + "FN": 335, + "FP": 316, + "IoU": 0.9567528067494852, + "TN": 3314355, + "TP": 14402, + "n_pred": 14718, + "n_ref": 14737 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 3329406, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "6": { + "Dice": 0.977464400189165, + "FN": 3685, + "FP": 3177, + "IoU": 0.9559221218019129, + "TN": 3173729, + "TP": 148817, + "n_pred": 151994, + "n_ref": 152502 + }, + "7": { + "Dice": 0.93522362549588, + "FN": 49560, + "FP": 3802, + "IoU": 0.8783286781052272, + "TN": 2890833, + "TP": 385213, + "n_pred": 389015, + "n_ref": 434773 + }, + "8": { + "Dice": 0.9335133310833614, + "FN": 649, + "FP": 139, + "IoU": 0.8753164556962025, + "TN": 3323088, + "TP": 5532, + "n_pred": 5671, + "n_ref": 6181 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8389435525634387, + "FN": 278, + "FP": 33, + "IoU": 0.7225691347011597, + "TN": 1050271, + "TP": 810, + "n_pred": 843, + "n_ref": 1088 + }, + "10": { + "Dice": 0.8499340852497437, + "FN": 708, + "FP": 3390, + "IoU": 0.7390307584537986, + "TN": 1035689, + "TP": 11605, + "n_pred": 14995, + "n_ref": 12313 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6233382570162481, + "FN": 943, + "FP": 1097, + "IoU": 0.45278969957081544, + "TN": 1047664, + "TP": 1688, + "n_pred": 2785, + "n_ref": 2631 + }, + "13": { + "Dice": 0.8054141120232776, + "FN": 4112, + "FP": 3378, + "IoU": 0.6742203470923405, + "TN": 1028401, + "TP": 15501, + "n_pred": 18879, + "n_ref": 19613 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9499257611698383, + "FN": 3852, + "FP": 4613, + "IoU": 0.9046272406683417, + "TN": 962635, + "TP": 80292, + "n_pred": 84905, + "n_ref": 84144 + }, + "3": { + "Dice": 0.9554939442579892, + "FN": 563, + "FP": 47, + "IoU": 0.9147806649902207, + "TN": 1044234, + "TP": 6548, + "n_pred": 6595, + "n_ref": 7111 + }, + "4": { + "Dice": 0.8576933663638866, + "FN": 1508, + "FP": 2111, + "IoU": 0.7508433734939759, + "TN": 1036867, + "TP": 10906, + "n_pred": 13017, + "n_ref": 12414 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9339715989623726, + "FN": 1469, + "FP": 5938, + "IoU": 0.8761226230495208, + "TN": 991599, + "TP": 52386, + "n_pred": 58324, + "n_ref": 53855 + }, + "7": { + "Dice": 0.5280373831775701, + "FN": 50, + "FP": 152, + "IoU": 0.35873015873015873, + "TN": 1051077, + "TP": 113, + "n_pred": 265, + "n_ref": 163 + }, + "8": { + "Dice": 0.9507766626410694, + "FN": 942, + "FP": 1422, + "IoU": 0.9061718594959317, + "TN": 1026197, + "TP": 22831, + "n_pred": 24253, + "n_ref": 23773 + }, + "9": { + "Dice": 0.9271937445699392, + "FN": 1421, + "FP": 255, + "IoU": 0.8642695173307419, + "TN": 1039044, + "TP": 10672, + "n_pred": 10927, + "n_ref": 12093 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0400.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9785460870932552, + "FN": 965, + "FP": 1218, + "IoU": 0.9579933805418719, + "TN": 1875584, + "TP": 49785, + "n_pred": 51003, + "n_ref": 50750 + }, + "10": { + "Dice": 0.8623468844310315, + "FN": 785, + "FP": 3092, + "IoU": 0.7580051182822546, + "TN": 1911531, + "TP": 12144, + "n_pred": 15236, + "n_ref": 12929 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6936214708957825, + "FN": 455, + "FP": 424, + "IoU": 0.5309498399146211, + "TN": 1925678, + "TP": 995, + "n_pred": 1419, + "n_ref": 1450 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 148, + "IoU": 0.0, + "TN": 1927404, + "TP": 0, + "n_pred": 148, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 237, + "IoU": 0.0, + "TN": 1927315, + "TP": 0, + "n_pred": 237, + "n_ref": 0 + }, + "15": { + "Dice": 0.8168062394421881, + "FN": 7552, + "FP": 2642, + "IoU": 0.6903402187120291, + "TN": 1894632, + "TP": 22726, + "n_pred": 25368, + "n_ref": 30278 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9744189686848631, + "FN": 799, + "FP": 2306, + "IoU": 0.9501140708846116, + "TN": 1865310, + "TP": 59137, + "n_pred": 61443, + "n_ref": 59936 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8744570837642193, + "FN": 327, + "FP": 280, + "IoU": 0.776920249908122, + "TN": 1924831, + "TP": 2114, + "n_pred": 2394, + "n_ref": 2441 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0401.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9058803137322876, + "FN": 2866, + "FP": 1478, + "IoU": 0.8279535823200919, + "TN": 1727071, + "TP": 20905, + "n_pred": 22383, + "n_ref": 23771 + }, + "11": { + "Dice": 0.5494978479196556, + "FN": 891, + "FP": 365, + "IoU": 0.3788328387734916, + "TN": 1750298, + "TP": 766, + "n_pred": 1131, + "n_ref": 1657 + }, + "12": { + "Dice": 0.4226618705035971, + "FN": 684, + "FP": 600, + "IoU": 0.26795895096921324, + "TN": 1750566, + "TP": 470, + "n_pred": 1070, + "n_ref": 1154 + }, + "13": { + "Dice": 0.44025157232704404, + "FN": 1013, + "FP": 144, + "IoU": 0.28225806451612906, + "TN": 1750708, + "TP": 455, + "n_pred": 599, + "n_ref": 1468 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9708567584450531, + "FN": 3980, + "FP": 3298, + "IoU": 0.943364071436909, + "TN": 1623815, + "TP": 121227, + "n_pred": 124525, + "n_ref": 125207 + }, + "3": { + "Dice": 0.894927536231884, + "FN": 168, + "FP": 760, + "IoU": 0.8098360655737705, + "TN": 1747440, + "TP": 3952, + "n_pred": 4712, + "n_ref": 4120 + }, + "4": { + "Dice": 0.8421052631578947, + "FN": 12, + "FP": 9, + "IoU": 0.7272727272727273, + "TN": 1752243, + "TP": 56, + "n_pred": 65, + "n_ref": 68 + }, + "5": { + "Dice": 0.0, + "FN": 27, + "FP": 0, + "IoU": 0.0, + "TN": 1752293, + "TP": 0, + "n_pred": 0, + "n_ref": 27 + }, + "6": { + "Dice": 0.9589498816959143, + "FN": 10784, + "FP": 8283, + "IoU": 0.9211370949729913, + "TN": 1510546, + "TP": 222707, + "n_pred": 230990, + "n_ref": 233491 + }, + "7": { + "Dice": 0.0, + "FN": 15, + "FP": 732, + "IoU": 0.0, + "TN": 1751573, + "TP": 0, + "n_pred": 732, + "n_ref": 15 + }, + "8": { + "Dice": 0.8940628637951106, + "FN": 45, + "FP": 46, + "IoU": 0.8084210526315789, + "TN": 1751845, + "TP": 384, + "n_pred": 430, + "n_ref": 429 + }, + "9": { + "Dice": 0.8279534714649218, + "FN": 5178, + "FP": 4288, + "IoU": 0.7064168966907546, + "TN": 1720077, + "TP": 22777, + "n_pred": 27065, + "n_ref": 27955 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.6283923802201515, + "FN": 5396.504444444444, + "FP": 7161.493333333332, + "IoU": 0.5443417420991501, + "TN": 2973215.282222222, + "TP": 28217.120000000003, + "n_pred": 35378.61333333333, + "n_ref": 33613.624444444446 + }, + "mean": { + "1": { + "Dice": 0.8396884628030757, + "FN": 8279.466666666667, + "FP": 4405.366666666667, + "IoU": 0.7691109838571853, + "TN": 2962567.066666667, + "TP": 38738.5, + "n_pred": 43143.86666666667, + "n_ref": 47017.96666666667 + }, + "10": { + "Dice": 0.6074009811311509, + "FN": 4984.1, + "FP": 4277.966666666666, + "IoU": 0.49829828721867525, + "TN": 2992454.066666667, + "TP": 12274.266666666666, + "n_pred": 16552.233333333334, + "n_ref": 17258.366666666665 + }, + "11": { + "Dice": 0.19349883656525158, + "FN": 359.8333333333333, + "FP": 118.16666666666667, + "IoU": 0.13771690852141621, + "TN": 3013238.0, + "TP": 274.4, + "n_pred": 392.56666666666666, + "n_ref": 634.2333333333333 + }, + "12": { + "Dice": 0.24804061912271286, + "FN": 463.8666666666667, + "FP": 317.6666666666667, + "IoU": 0.16963622190709177, + "TN": 3012953.7333333334, + "TP": 255.13333333333333, + "n_pred": 572.8, + "n_ref": 719.0 + }, + "13": { + "Dice": 0.6281094975715349, + "FN": 7544.966666666666, + "FP": 5844.4, + "IoU": 0.4937261333989717, + "TN": 2985790.3333333335, + "TP": 14810.7, + "n_pred": 20655.1, + "n_ref": 22355.666666666668 + }, + "14": { + "Dice": 0.6372744552282954, + "FN": 1509.3666666666666, + "FP": 8516.033333333333, + "IoU": 0.5796783348822757, + "TN": 2985070.7666666666, + "TP": 18894.233333333334, + "n_pred": 27410.266666666666, + "n_ref": 20403.6 + }, + "15": { + "Dice": 0.4591926632868586, + "FN": 2201.9666666666667, + "FP": 2686.0666666666666, + "IoU": 0.3894259151545958, + "TN": 3002274.4, + "TP": 6827.966666666666, + "n_pred": 9514.033333333333, + "n_ref": 9029.933333333332 + }, + "2": { + "Dice": 0.695063897562027, + "FN": 2338.5666666666666, + "FP": 6905.7, + "IoU": 0.6221853809811021, + "TN": 2980044.8, + "TP": 24701.333333333332, + "n_pred": 31607.033333333333, + "n_ref": 27039.9 + }, + "3": { + "Dice": 0.7472670634642484, + "FN": 4724.966666666666, + "FP": 2422.8, + "IoU": 0.684609462442859, + "TN": 2974387.1, + "TP": 32455.533333333333, + "n_pred": 34878.333333333336, + "n_ref": 37180.5 + }, + "4": { + "Dice": 0.4590321058974422, + "FN": 5569.033333333334, + "FP": 1549.1333333333334, + "IoU": 0.3856893877268137, + "TN": 3000159.2666666666, + "TP": 6712.966666666666, + "n_pred": 8262.1, + "n_ref": 12282.0 + }, + "5": { + "Dice": 0.6944134968920623, + "FN": 482.0, + "FP": 708.7, + "IoU": 0.5667426000103397, + "TN": 3010621.8333333335, + "TP": 2177.866666666667, + "n_pred": 2886.5666666666666, + "n_ref": 2659.866666666667 + }, + "6": { + "Dice": 0.8736707515046666, + "FN": 10108.666666666666, + "FP": 35451.23333333333, + "IoU": 0.8129217908320326, + "TN": 2807822.5, + "TP": 160608.0, + "n_pred": 196059.23333333334, + "n_ref": 170716.66666666666 + }, + "7": { + "Dice": 0.6793270903856293, + "FN": 27099.733333333334, + "FP": 30055.3, + "IoU": 0.5696754301524972, + "TN": 2882200.8, + "TP": 74634.56666666667, + "n_pred": 104689.86666666667, + "n_ref": 101734.3 + }, + "8": { + "Dice": 0.859560525292206, + "FN": 3248.4, + "FP": 1853.6, + "IoU": 0.7735141899625075, + "TN": 2992074.8666666667, + "TP": 16813.533333333333, + "n_pred": 18667.133333333335, + "n_ref": 20061.933333333334 + }, + "9": { + "Dice": 0.8043452565951115, + "FN": 2032.6333333333334, + "FP": 2310.266666666667, + "IoU": 0.7121951044388881, + "TN": 2996569.7, + "TP": 13077.8, + "n_pred": 15388.066666666668, + "n_ref": 15110.433333333332 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9663772284594377, + "FN": 2119, + "FP": 5970, + "IoU": 0.9349418908593718, + "TN": 3380305, + "TP": 116246, + "n_pred": 122216, + "n_ref": 118365 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 527, + "IoU": 0.0, + "TN": 3504113, + "TP": 0, + "n_pred": 527, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.2222222222222222, + "FN": 490, + "FP": 7, + "IoU": 0.125, + "TN": 3504072, + "TP": 71, + "n_pred": 78, + "n_ref": 561 + }, + "13": { + "Dice": 0.0, + "FN": 83, + "FP": 10759, + "IoU": 0.0, + "TN": 3493798, + "TP": 0, + "n_pred": 10759, + "n_ref": 83 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8599364458567588, + "FN": 274, + "FP": 299, + "IoU": 0.7542881646655232, + "TN": 3502308, + "TP": 1759, + "n_pred": 2058, + "n_ref": 2033 + }, + "3": { + "Dice": 0.9432622843689294, + "FN": 7248, + "FP": 5428, + "IoU": 0.8926172222457537, + "TN": 3386595, + "TP": 105369, + "n_pred": 110797, + "n_ref": 112617 + }, + "4": { + "Dice": 0.7563060835158624, + "FN": 2555, + "FP": 894, + "IoU": 0.6081127144642654, + "TN": 3495839, + "TP": 5352, + "n_pred": 6246, + "n_ref": 7907 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9589899679861286, + "FN": 10912, + "FP": 10942, + "IoU": 0.9212110724148622, + "TN": 3227266, + "TP": 255520, + "n_pred": 266462, + "n_ref": 266432 + }, + "7": { + "Dice": 0.8328931669191479, + "FN": 19088, + "FP": 5842, + "IoU": 0.7136391830733534, + "TN": 3417582, + "TP": 62128, + "n_pred": 67970, + "n_ref": 81216 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9795447626026245, + "FN": 5667, + "FP": 2261, + "IoU": 0.9599095841782426, + "TN": 2255495, + "TP": 189825, + "n_pred": 192086, + "n_ref": 195492 + }, + "10": { + "Dice": 0.6674201751907318, + "FN": 1131, + "FP": 46, + "IoU": 0.5008481764206955, + "TN": 2450890, + "TP": 1181, + "n_pred": 1227, + "n_ref": 2312 + }, + "11": { + "Dice": 0.7508466376390904, + "FN": 1219, + "FP": 326, + "IoU": 0.6010844306738962, + "TN": 2449375, + "TP": 2328, + "n_pred": 2654, + "n_ref": 3547 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6832815658433171, + "FN": 728, + "FP": 12120, + "IoU": 0.5189276219717677, + "TN": 2426541, + "TP": 13859, + "n_pred": 25979, + "n_ref": 14587 + }, + "3": { + "Dice": 0.8849359608453684, + "FN": 24885, + "FP": 1869, + "IoU": 0.7936189579894164, + "TN": 2323614, + "TP": 102880, + "n_pred": 104749, + "n_ref": 127765 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 160, + "IoU": 0.0, + "TN": 2453088, + "TP": 0, + "n_pred": 160, + "n_ref": 0 + }, + "5": { + "Dice": 0.8262771005862101, + "FN": 1822, + "FP": 1912, + "IoU": 0.703979705089583, + "TN": 2440634, + "TP": 8880, + "n_pred": 10792, + "n_ref": 10702 + }, + "6": { + "Dice": 0.9714376354236769, + "FN": 9333, + "FP": 9214, + "IoU": 0.9444615794627323, + "TN": 2119299, + "TP": 315402, + "n_pred": 324616, + "n_ref": 324735 + }, + "7": { + "Dice": 0.9011532834150959, + "FN": 7938, + "FP": 1250, + "IoU": 0.820090072449579, + "TN": 2402178, + "TP": 41882, + "n_pred": 43132, + "n_ref": 49820 + }, + "8": { + "Dice": 0.9621508877244748, + "FN": 1072, + "FP": 416, + "IoU": 0.9270623989020146, + "TN": 2432847, + "TP": 18913, + "n_pred": 19329, + "n_ref": 19985 + }, + "9": { + "Dice": 0.823851095371438, + "FN": 3624, + "FP": 1723, + "IoU": 0.7004649599462215, + "TN": 2435397, + "TP": 12504, + "n_pred": 14227, + "n_ref": 16128 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8266871165644172, + "FN": 588, + "FP": 90, + "IoU": 0.7045751633986929, + "TN": 1925257, + "TP": 1617, + "n_pred": 1707, + "n_ref": 2205 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 1927550, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8285334214517509, + "FN": 1945, + "FP": 18292, + "IoU": 0.7072616808910748, + "TN": 1858422, + "TP": 48893, + "n_pred": 67185, + "n_ref": 50838 + }, + "15": { + "Dice": 0.8601492179314002, + "FN": 21460, + "FP": 696, + "IoU": 0.7546156316797908, + "TN": 1837261, + "TP": 68135, + "n_pred": 68831, + "n_ref": 89595 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 67, + "IoU": 0.0, + "TN": 1927485, + "TP": 0, + "n_pred": 67, + "n_ref": 0 + }, + "3": { + "Dice": 0.9412421770997506, + "FN": 575, + "FP": 7105, + "IoU": 0.889006113335164, + "TN": 1858359, + "TP": 61513, + "n_pred": 68618, + "n_ref": 62088 + }, + "4": { + "Dice": 0.895978938790861, + "FN": 598, + "FP": 2721, + "IoU": 0.8115596434451825, + "TN": 1909939, + "TP": 14294, + "n_pred": 17015, + "n_ref": 14892 + }, + "5": { + "Dice": 0.8426826227873349, + "FN": 263, + "FP": 368, + "IoU": 0.7281344248168893, + "TN": 1925231, + "TP": 1690, + "n_pred": 2058, + "n_ref": 1953 + }, + "6": { + "Dice": 0.9530621032038445, + "FN": 9050, + "FP": 7193, + "IoU": 0.9103329873915251, + "TN": 1746404, + "TP": 164905, + "n_pred": 172098, + "n_ref": 173955 + }, + "7": { + "Dice": 0.9531585319480929, + "FN": 3593, + "FP": 7124, + "IoU": 0.9105089557847271, + "TN": 1807797, + "TP": 109038, + "n_pred": 116162, + "n_ref": 112631 + }, + "8": { + "Dice": 0.8934000384837406, + "FN": 616, + "FP": 492, + "IoU": 0.8073378542862111, + "TN": 1921801, + "TP": 4643, + "n_pred": 5135, + "n_ref": 5259 + }, + "9": { + "Dice": 0.8404293047130191, + "FN": 4704, + "FP": 3845, + "IoU": 0.7247762539437255, + "TN": 1896490, + "TP": 22513, + "n_pred": 26358, + "n_ref": 27217 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8589472104131709, + "FN": 21145, + "FP": 5166, + "IoU": 0.7527672849598768, + "TN": 3047754, + "TP": 80111, + "n_pred": 85277, + "n_ref": 101256 + }, + "10": { + "Dice": 0.47707661466050727, + "FN": 21839, + "FP": 2159, + "IoU": 0.3132637001001574, + "TN": 3119231, + "TP": 10947, + "n_pred": 13106, + "n_ref": 32786 + }, + "11": { + "Dice": 0.0, + "FN": 2, + "FP": 63, + "IoU": 0.0, + "TN": 3154111, + "TP": 0, + "n_pred": 63, + "n_ref": 2 + }, + "12": { + "Dice": 0.3272010512483574, + "FN": 3613, + "FP": 1507, + "IoU": 0.19560094265514533, + "TN": 3147811, + "TP": 1245, + "n_pred": 2752, + "n_ref": 4858 + }, + "13": { + "Dice": 0.559060743164194, + "FN": 40661, + "FP": 1928, + "IoU": 0.38798356038397425, + "TN": 3084588, + "TP": 26999, + "n_pred": 28927, + "n_ref": 67660 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 24591, + "IoU": 0.0, + "TN": 3129585, + "TP": 0, + "n_pred": 24591, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8165293343975178, + "FN": 15447, + "FP": 33516, + "IoU": 0.6899447177947909, + "TN": 2996259, + "TP": 108954, + "n_pred": 142470, + "n_ref": 124401 + }, + "3": { + "Dice": 0.6680936525553618, + "FN": 39720, + "FP": 10520, + "IoU": 0.5016070790841634, + "TN": 3053372, + "TP": 50564, + "n_pred": 61084, + "n_ref": 90284 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 68, + "IoU": 0.0, + "TN": 3154108, + "TP": 0, + "n_pred": 68, + "n_ref": 0 + }, + "5": { + "Dice": 0.8076126160693731, + "FN": 2347, + "FP": 160, + "IoU": 0.6773072467499035, + "TN": 3146407, + "TP": 5262, + "n_pred": 5422, + "n_ref": 7609 + }, + "6": { + "Dice": 0.8709626439619921, + "FN": 9105, + "FP": 43151, + "IoU": 0.7714205728483194, + "TN": 2925564, + "TP": 176356, + "n_pred": 219507, + "n_ref": 185461 + }, + "7": { + "Dice": 0.7624949304578095, + "FN": 48970, + "FP": 30674, + "IoU": 0.6161549954214661, + "TN": 2946686, + "TP": 127846, + "n_pred": 158520, + "n_ref": 176816 + }, + "8": { + "Dice": 0.7057587548638132, + "FN": 25494, + "FP": 4754, + "IoU": 0.5453069568877398, + "TN": 3087652, + "TP": 36276, + "n_pred": 41030, + "n_ref": 61770 + }, + "9": { + "Dice": 0.8915985208943553, + "FN": 3311, + "FP": 4868, + "IoU": 0.8044003348080833, + "TN": 3112361, + "TP": 33636, + "n_pred": 38504, + "n_ref": 36947 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.750527935860267, + "FN": 7752, + "FP": 6188, + "IoU": 0.6006760434271964, + "TN": 2243107, + "TP": 20969, + "n_pred": 27157, + "n_ref": 28721 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 2278011, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "13": { + "Dice": 0.5985556285036109, + "FN": 13149, + "FP": 2749, + "IoU": 0.4270990990990991, + "TN": 2250266, + "TP": 11852, + "n_pred": 14601, + "n_ref": 25001 + }, + "14": { + "Dice": 0.8864669047249392, + "FN": 2539, + "FP": 8430, + "IoU": 0.7960849196906603, + "TN": 2224224, + "TP": 42823, + "n_pred": 51253, + "n_ref": 45362 + }, + "15": { + "Dice": 0.6262286200758456, + "FN": 13316, + "FP": 6002, + "IoU": 0.4558463141883327, + "TN": 2242515, + "TP": 16183, + "n_pred": 22185, + "n_ref": 29499 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 2278015, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 101, + "IoU": 0.0, + "TN": 2277915, + "TP": 0, + "n_pred": 101, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9857333438766634, + "FN": 1578, + "FP": 4015, + "IoU": 0.9718680367983985, + "TN": 2079203, + "TP": 193220, + "n_pred": 197235, + "n_ref": 194798 + }, + "7": { + "Dice": 0.8283019822006472, + "FN": 11890, + "FP": 1692, + "IoU": 0.7069244546101893, + "TN": 2231673, + "TP": 32761, + "n_pred": 34453, + "n_ref": 44651 + }, + "8": { + "Dice": 0.7878093328080794, + "FN": 469, + "FP": 5456, + "IoU": 0.649905459702198, + "TN": 2261092, + "TP": 10999, + "n_pred": 16455, + "n_ref": 11468 + }, + "9": { + "Dice": 0.8831838231649899, + "FN": 698, + "FP": 4016, + "IoU": 0.7908050057690601, + "TN": 2255482, + "TP": 17820, + "n_pred": 21836, + "n_ref": 18518 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 77, + "IoU": 0.0, + "TN": 2978867, + "TP": 0, + "n_pred": 77, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.40077632217370207, + "FN": 859, + "FP": 1611, + "IoU": 0.2506067961165049, + "TN": 2975648, + "TP": 826, + "n_pred": 2437, + "n_ref": 1685 + }, + "14": { + "Dice": 0.9228503812779385, + "FN": 717, + "FP": 750, + "IoU": 0.8567522702861049, + "TN": 2968703, + "TP": 8774, + "n_pred": 9524, + "n_ref": 9491 + }, + "15": { + "Dice": 0.0, + "FN": 10, + "FP": 0, + "IoU": 0.0, + "TN": 2978934, + "TP": 0, + "n_pred": 0, + "n_ref": 10 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 2978927, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "3": { + "Dice": 0.9497685308359496, + "FN": 2089, + "FP": 3575, + "IoU": 0.9043420985965446, + "TN": 2919733, + "TP": 53547, + "n_pred": 57122, + "n_ref": 55636 + }, + "4": { + "Dice": 0.9035027391087818, + "FN": 1757, + "FP": 6381, + "IoU": 0.8239899645298037, + "TN": 2932708, + "TP": 38098, + "n_pred": 44479, + "n_ref": 39855 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9631503424606873, + "FN": 3201, + "FP": 1781, + "IoU": 0.9289199600513626, + "TN": 2908854, + "TP": 65108, + "n_pred": 66889, + "n_ref": 68309 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1072, + "IoU": 0.0, + "TN": 2977872, + "TP": 0, + "n_pred": 1072, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8880121396054628, + "FN": 304, + "FP": 65, + "IoU": 0.7985807860262009, + "TN": 2626648, + "TP": 1463, + "n_pred": 1528, + "n_ref": 1767 + }, + "10": { + "Dice": 0.08715393832376868, + "FN": 7309, + "FP": 7166, + "IoU": 0.04556244230515627, + "TN": 2613314, + "TP": 691, + "n_pred": 7857, + "n_ref": 8000 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 39, + "IoU": 0.0, + "TN": 2628441, + "TP": 0, + "n_pred": 39, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 187, + "FP": 0, + "IoU": 0.0, + "TN": 2628293, + "TP": 0, + "n_pred": 0, + "n_ref": 187 + }, + "13": { + "Dice": 0.6469216417910447, + "FN": 2047, + "FP": 981, + "IoU": 0.4781109962082041, + "TN": 2622678, + "TP": 2774, + "n_pred": 3755, + "n_ref": 4821 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8798646362098139, + "FN": 56, + "FP": 15, + "IoU": 0.7854984894259819, + "TN": 2628149, + "TP": 260, + "n_pred": 275, + "n_ref": 316 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.71791972866026, + "FN": 136, + "FP": 862, + "IoU": 0.5599647266313933, + "TN": 2626212, + "TP": 1270, + "n_pred": 2132, + "n_ref": 1406 + }, + "6": { + "Dice": 0.9340546863576547, + "FN": 6504, + "FP": 5673, + "IoU": 0.8762688614540466, + "TN": 2530065, + "TP": 86238, + "n_pred": 91911, + "n_ref": 92742 + }, + "7": { + "Dice": 0.8486776183340841, + "FN": 13850, + "FP": 2611, + "IoU": 0.737132910684914, + "TN": 2565859, + "TP": 46160, + "n_pred": 48771, + "n_ref": 60010 + }, + "8": { + "Dice": 0.9191552244319932, + "FN": 772, + "FP": 3167, + "IoU": 0.8504044662185257, + "TN": 2602149, + "TP": 22392, + "n_pred": 25559, + "n_ref": 23164 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7978071209620372, + "FN": 4658, + "FP": 2202, + "IoU": 0.6636265568304404, + "TN": 1907158, + "TP": 13534, + "n_pred": 15736, + "n_ref": 18192 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 75, + "IoU": 0.0, + "TN": 1927477, + "TP": 0, + "n_pred": 75, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.654083528072383, + "FN": 6823, + "FP": 4723, + "IoU": 0.4859763155551598, + "TN": 1905090, + "TP": 10916, + "n_pred": 15639, + "n_ref": 17739 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7176913009625101, + "FN": 2767, + "FP": 48356, + "IoU": 0.5596868378895148, + "TN": 1811446, + "TP": 64983, + "n_pred": 113339, + "n_ref": 67750 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.03853853853853854, + "FN": 76, + "FP": 3766, + "IoU": 0.01964786935442715, + "TN": 1923633, + "TP": 77, + "n_pred": 3843, + "n_ref": 153 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9613804794297264, + "FN": 3964, + "FP": 3144, + "IoU": 0.9256329776103788, + "TN": 1831972, + "TP": 88472, + "n_pred": 91616, + "n_ref": 92436 + }, + "7": { + "Dice": 0.705618380901095, + "FN": 6073, + "FP": 487, + "IoU": 0.5451393704063237, + "TN": 1913130, + "TP": 7862, + "n_pred": 8349, + "n_ref": 13935 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7497056129791967, + "FN": 2407, + "FP": 3332, + "IoU": 0.5996232733361239, + "TN": 1913218, + "TP": 8595, + "n_pred": 11927, + "n_ref": 11002 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8138985601063736, + "FN": 16438, + "FP": 4836, + "IoU": 0.6861964185621147, + "TN": 2560686, + "TP": 46520, + "n_pred": 51356, + "n_ref": 62958 + }, + "11": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 2628472, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6175909642582914, + "FN": 11752, + "FP": 3687, + "IoU": 0.4467498029097685, + "TN": 2600574, + "TP": 12467, + "n_pred": 16154, + "n_ref": 24219 + }, + "14": { + "Dice": 0.9581643295862788, + "FN": 1042, + "FP": 1485, + "IoU": 0.9196885428253615, + "TN": 2597015, + "TP": 28938, + "n_pred": 30423, + "n_ref": 29980 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 1.0, + "FN": 0, + "FP": 0, + "IoU": 1.0, + "TN": 2628478, + "TP": 2, + "n_pred": 2, + "n_ref": 2 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 360, + "IoU": 0.0, + "TN": 2628120, + "TP": 0, + "n_pred": 360, + "n_ref": 0 + }, + "5": { + "Dice": 0.6655629139072847, + "FN": 6, + "FP": 196, + "IoU": 0.4987593052109181, + "TN": 2628077, + "TP": 201, + "n_pred": 397, + "n_ref": 207 + }, + "6": { + "Dice": 0.9823949204785796, + "FN": 4682, + "FP": 15337, + "IoU": 0.965398994412056, + "TN": 2049913, + "TP": 558548, + "n_pred": 573885, + "n_ref": 563230 + }, + "7": { + "Dice": 0.9739312465247113, + "FN": 9223, + "FP": 341, + "IoU": 0.949187121453618, + "TN": 2440260, + "TP": 178656, + "n_pred": 178997, + "n_ref": 187879 + }, + "8": { + "Dice": 0.918469648458976, + "FN": 2103, + "FP": 418, + "IoU": 0.8492315052927456, + "TN": 2611759, + "TP": 14200, + "n_pred": 14618, + "n_ref": 16303 + }, + "9": { + "Dice": 0.8986690470697973, + "FN": 9126, + "FP": 977, + "IoU": 0.8159845545780741, + "TN": 2573577, + "TP": 44800, + "n_pred": 45777, + "n_ref": 53926 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9748538491617145, + "FN": 2242, + "FP": 2967, + "IoU": 0.9509413349155671, + "TN": 5851709, + "TP": 100970, + "n_pred": 103937, + "n_ref": 103212 + }, + "10": { + "Dice": 0.8931079988080541, + "FN": 1943, + "FP": 3079, + "IoU": 0.8068610106914853, + "TN": 5931886, + "TP": 20980, + "n_pred": 24059, + "n_ref": 22923 + }, + "11": { + "Dice": 0.0, + "FN": 123, + "FP": 0, + "IoU": 0.0, + "TN": 5957765, + "TP": 0, + "n_pred": 0, + "n_ref": 123 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5957888, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8410334733358789, + "FN": 15347, + "FP": 3388, + "IoU": 0.725675378871074, + "TN": 5889593, + "TP": 49560, + "n_pred": 52948, + "n_ref": 64907 + }, + "14": { + "Dice": 0.8677805336749435, + "FN": 2841, + "FP": 2010, + "IoU": 0.766441983630236, + "TN": 5937118, + "TP": 15919, + "n_pred": 17929, + "n_ref": 18760 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 15043, + "IoU": 0.0, + "TN": 5942845, + "TP": 0, + "n_pred": 15043, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5957888, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5957888, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9216785051633337, + "FN": 2018, + "FP": 2161, + "IoU": 0.8547344271412681, + "TN": 5929120, + "TP": 24589, + "n_pred": 26750, + "n_ref": 26607 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5957888, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9059628257802708, + "FN": 7741, + "FP": 8990, + "IoU": 0.828091446185461, + "TN": 5860563, + "TP": 80594, + "n_pred": 89584, + "n_ref": 88335 + }, + "7": { + "Dice": 0.7711223438609227, + "FN": 10553, + "FP": 75207, + "IoU": 0.6275013139091947, + "TN": 5727659, + "TP": 144469, + "n_pred": 219676, + "n_ref": 155022 + }, + "8": { + "Dice": 0.9578384798099763, + "FN": 155, + "FP": 129, + "IoU": 0.9190883190883191, + "TN": 5954378, + "TP": 3226, + "n_pred": 3355, + "n_ref": 3381 + }, + "9": { + "Dice": 0.8688411282625152, + "FN": 3178, + "FP": 807, + "IoU": 0.7680982309124768, + "TN": 5940704, + "TP": 13199, + "n_pred": 14006, + "n_ref": 16377 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8568443051201672, + "FN": 5780, + "FP": 2303, + "IoU": 0.7495429616087751, + "TN": 2070511, + "TP": 24190, + "n_pred": 26493, + "n_ref": 29970 + }, + "10": { + "Dice": 0.5792696756634157, + "FN": 4522, + "FP": 6608, + "IoU": 0.40772669220945085, + "TN": 2083992, + "TP": 7662, + "n_pred": 14270, + "n_ref": 12184 + }, + "11": { + "Dice": 0.5984346779048766, + "FN": 1691, + "FP": 310, + "IoU": 0.4269759450171821, + "TN": 2099292, + "TP": 1491, + "n_pred": 1801, + "n_ref": 3182 + }, + "12": { + "Dice": 0.48391560013836044, + "FN": 2154, + "FP": 830, + "IoU": 0.3191877709331508, + "TN": 2098401, + "TP": 1399, + "n_pred": 2229, + "n_ref": 3553 + }, + "13": { + "Dice": 0.5527492262427878, + "FN": 1985, + "FP": 21425, + "IoU": 0.3819305100855423, + "TN": 2064908, + "TP": 14466, + "n_pred": 35891, + "n_ref": 16451 + }, + "14": { + "Dice": 0.9418595486430392, + "FN": 5088, + "FP": 1551, + "IoU": 0.8901082530539279, + "TN": 2042370, + "TP": 53775, + "n_pred": 55326, + "n_ref": 58863 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9328328849854863, + "FN": 1052, + "FP": 5265, + "IoU": 0.8741207181714923, + "TN": 2052601, + "TP": 43866, + "n_pred": 49131, + "n_ref": 44918 + }, + "3": { + "Dice": 0.9252582985271488, + "FN": 752, + "FP": 1968, + "IoU": 0.8609122519942729, + "TN": 2083228, + "TP": 16836, + "n_pred": 18804, + "n_ref": 17588 + }, + "4": { + "Dice": 0.8129119486226128, + "FN": 291, + "FP": 5244, + "IoU": 0.6847949886104784, + "TN": 2085224, + "TP": 12025, + "n_pred": 17269, + "n_ref": 12316 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8952733071613942, + "FN": 6193, + "FP": 55670, + "IoU": 0.8104025302955076, + "TN": 1776498, + "TP": 264423, + "n_pred": 320093, + "n_ref": 270616 + }, + "7": { + "Dice": 0.7215960941777697, + "FN": 59097, + "FP": 14121, + "IoU": 0.5644507896850183, + "TN": 1934679, + "TP": 94887, + "n_pred": 109008, + "n_ref": 153984 + }, + "8": { + "Dice": 0.8963909974697031, + "FN": 49, + "FP": 1507, + "IoU": 0.8122360323398093, + "TN": 2094497, + "TP": 6731, + "n_pred": 8238, + "n_ref": 6780 + }, + "9": { + "Dice": 0.8211554408919193, + "FN": 488, + "FP": 1453, + "IoU": 0.6965765202438643, + "TN": 2096387, + "TP": 4456, + "n_pred": 5909, + "n_ref": 4944 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9187565913007691, + "FN": 25011, + "FP": 257, + "IoU": 0.8497222585671634, + "TN": 3161266, + "TP": 142874, + "n_pred": 143131, + "n_ref": 167885 + }, + "10": { + "Dice": 0.16078753076292043, + "FN": 706, + "FP": 317, + "IoU": 0.08742194469223907, + "TN": 3328287, + "TP": 98, + "n_pred": 415, + "n_ref": 804 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6573498964803313, + "FN": 1220, + "FP": 104, + "IoU": 0.48959136468774095, + "TN": 3326814, + "TP": 1270, + "n_pred": 1374, + "n_ref": 2490 + }, + "13": { + "Dice": 0.8820363105556063, + "FN": 315, + "FP": 978, + "IoU": 0.788966867961482, + "TN": 3323281, + "TP": 4834, + "n_pred": 5812, + "n_ref": 5149 + }, + "14": { + "Dice": 0.9879041670498193, + "FN": 3008, + "FP": 412, + "IoU": 0.9760974552875644, + "TN": 3186327, + "TP": 139661, + "n_pred": 140073, + "n_ref": 142669 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9256283767911675, + "FN": 7233, + "FP": 7014, + "IoU": 0.8615532622004548, + "TN": 3226502, + "TP": 88659, + "n_pred": 95673, + "n_ref": 95892 + }, + "3": { + "Dice": 0.9200700687349392, + "FN": 11191, + "FP": 6787, + "IoU": 0.8519720049403047, + "TN": 3207958, + "TP": 103472, + "n_pred": 110259, + "n_ref": 114663 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8468641252768111, + "FN": 841, + "FP": 30139, + "IoU": 0.7344009876373861, + "TN": 3212766, + "TP": 85662, + "n_pred": 115801, + "n_ref": 86503 + }, + "7": { + "Dice": 0.9207560256632564, + "FN": 207, + "FP": 250, + "IoU": 0.8531491002570694, + "TN": 3326296, + "TP": 2655, + "n_pred": 2905, + "n_ref": 2862 + }, + "8": { + "Dice": 0.924827543088177, + "FN": 2407, + "FP": 1200, + "IoU": 0.8601666989726692, + "TN": 3303613, + "TP": 22188, + "n_pred": 23388, + "n_ref": 24595 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9794347471134782, + "FN": 2206, + "FP": 1497, + "IoU": 0.9596983087002895, + "TN": 2186134, + "TP": 88179, + "n_pred": 89676, + "n_ref": 90385 + }, + "10": { + "Dice": 0.8359705704495062, + "FN": 2963, + "FP": 3547, + "IoU": 0.7181696177323693, + "TN": 2254917, + "TP": 16589, + "n_pred": 20136, + "n_ref": 19552 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6810538116591929, + "FN": 15108, + "FP": 7652, + "IoU": 0.5163620909477263, + "TN": 2230956, + "TP": 24300, + "n_pred": 31952, + "n_ref": 39408 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8543736734348879, + "FN": 3209, + "FP": 4544, + "IoU": 0.7457699370409234, + "TN": 2247520, + "TP": 22743, + "n_pred": 27287, + "n_ref": 25952 + }, + "3": { + "Dice": 0.8743254056078585, + "FN": 14067, + "FP": 697, + "IoU": 0.7767123909196776, + "TN": 2211895, + "TP": 51357, + "n_pred": 52054, + "n_ref": 65424 + }, + "4": { + "Dice": 0.796955124552727, + "FN": 1583, + "FP": 7326, + "IoU": 0.6624483764634562, + "TN": 2251623, + "TP": 17484, + "n_pred": 24810, + "n_ref": 19067 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9338524911907093, + "FN": 4941, + "FP": 9720, + "IoU": 0.8759130265507697, + "TN": 2159865, + "TP": 103490, + "n_pred": 113210, + "n_ref": 108431 + }, + "7": { + "Dice": 0.9507365618012051, + "FN": 4673, + "FP": 6871, + "IoU": 0.9060990092566985, + "TN": 2155078, + "TP": 111394, + "n_pred": 118265, + "n_ref": 116067 + }, + "8": { + "Dice": 0.6887417218543046, + "FN": 10, + "FP": 37, + "IoU": 0.5252525252525253, + "TN": 2277917, + "TP": 52, + "n_pred": 89, + "n_ref": 62 + }, + "9": { + "Dice": 0.9500472215840927, + "FN": 326, + "FP": 1631, + "IoU": 0.9048475713521661, + "TN": 2257449, + "TP": 18610, + "n_pred": 20241, + "n_ref": 18936 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9158624387254902, + "FN": 1928, + "FP": 2466, + "IoU": 0.8447843442014907, + "TN": 2775403, + "TP": 23915, + "n_pred": 26381, + "n_ref": 25843 + }, + "11": { + "Dice": 0.47830744509908946, + "FN": 1794, + "FP": 154, + "IoU": 0.31432594156986976, + "TN": 2800871, + "TP": 893, + "n_pred": 1047, + "n_ref": 2687 + }, + "12": { + "Dice": 0.0, + "FN": 82, + "FP": 1209, + "IoU": 0.0, + "TN": 2802421, + "TP": 0, + "n_pred": 1209, + "n_ref": 82 + }, + "13": { + "Dice": 0.7950305810397553, + "FN": 2149, + "FP": 3213, + "IoU": 0.6597931603324663, + "TN": 2787951, + "TP": 10399, + "n_pred": 13612, + "n_ref": 12548 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9626036103983718, + "FN": 6661, + "FP": 3206, + "IoU": 0.9279033743003697, + "TN": 2666854, + "TP": 126991, + "n_pred": 130197, + "n_ref": 133652 + }, + "3": { + "Dice": 0.9515522394128529, + "FN": 7262, + "FP": 2270, + "IoU": 0.9075819274772154, + "TN": 2700572, + "TP": 93608, + "n_pred": 95878, + "n_ref": 100870 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 194, + "IoU": 0.0, + "TN": 2803518, + "TP": 0, + "n_pred": 194, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.987709155645067, + "FN": 2955, + "FP": 1146, + "IoU": 0.9757167726578321, + "TN": 2634830, + "TP": 164781, + "n_pred": 165927, + "n_ref": 167736 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9070689828296014, + "FN": 3283, + "FP": 419, + "IoU": 0.8299416601589417, + "TN": 2781943, + "TP": 18067, + "n_pred": 18486, + "n_ref": 21350 + }, + "9": { + "Dice": 0.9103939500527611, + "FN": 588, + "FP": 1450, + "IoU": 0.8355257848438382, + "TN": 2791321, + "TP": 10353, + "n_pred": 11803, + "n_ref": 10941 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9695273113953891, + "FN": 1890, + "FP": 2867, + "IoU": 0.9408568728864134, + "TN": 3073744, + "TP": 75675, + "n_pred": 78542, + "n_ref": 77565 + }, + "10": { + "Dice": 0.8400186642210101, + "FN": 4344, + "FP": 5599, + "IoU": 0.7241656725941132, + "TN": 3118129, + "TP": 26104, + "n_pred": 31703, + "n_ref": 30448 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 153, + "IoU": 0.0, + "TN": 3154023, + "TP": 0, + "n_pred": 153, + "n_ref": 0 + }, + "12": { + "Dice": 0.6279135074417298, + "FN": 1016, + "FP": 309, + "IoU": 0.45763405648792466, + "TN": 3151733, + "TP": 1118, + "n_pred": 1427, + "n_ref": 2134 + }, + "13": { + "Dice": 0.7434391851408029, + "FN": 9233, + "FP": 3613, + "IoU": 0.5916460041960709, + "TN": 3122718, + "TP": 18612, + "n_pred": 22225, + "n_ref": 27845 + }, + "14": { + "Dice": 0.06892357591729172, + "FN": 143, + "FP": 13636, + "IoU": 0.03569179088809574, + "TN": 3139887, + "TP": 510, + "n_pred": 14146, + "n_ref": 653 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9564104090990294, + "FN": 3991, + "FP": 401, + "IoU": 0.9164621968616262, + "TN": 3101601, + "TP": 48183, + "n_pred": 48584, + "n_ref": 52174 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 12, + "FP": 0, + "IoU": 0.0, + "TN": 3154164, + "TP": 0, + "n_pred": 0, + "n_ref": 12 + }, + "6": { + "Dice": 0.05659947325769854, + "FN": 50, + "FP": 74456, + "IoU": 0.029123936357357865, + "TN": 3077435, + "TP": 2235, + "n_pred": 76691, + "n_ref": 2285 + }, + "7": { + "Dice": 0.3747646493756004, + "FN": 13239, + "FP": 247109, + "IoU": 0.23059100285482928, + "TN": 2815802, + "TP": 78026, + "n_pred": 325135, + "n_ref": 91265 + }, + "8": { + "Dice": 0.8994756362706229, + "FN": 14, + "FP": 1558, + "IoU": 0.8173155142359093, + "TN": 3145571, + "TP": 7033, + "n_pred": 8591, + "n_ref": 7047 + }, + "9": { + "Dice": 0.9175373395975037, + "FN": 1589, + "FP": 763, + "IoU": 0.8476387899203213, + "TN": 3138739, + "TP": 13085, + "n_pred": 13848, + "n_ref": 14674 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9465787090932609, + "FN": 346, + "FP": 480, + "IoU": 0.8985756385068763, + "TN": 3321264, + "TP": 7318, + "n_pred": 7798, + "n_ref": 7664 + }, + "10": { + "Dice": 0.9052890528905289, + "FN": 2310, + "FP": 5544, + "IoU": 0.8269662921348314, + "TN": 3284018, + "TP": 37536, + "n_pred": 43080, + "n_ref": 39846 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6371681415929203, + "FN": 194, + "FP": 11, + "IoU": 0.4675324675324675, + "TN": 3329023, + "TP": 180, + "n_pred": 191, + "n_ref": 374 + }, + "13": { + "Dice": 0.8829768668437687, + "FN": 1342, + "FP": 4693, + "IoU": 0.7904732145957019, + "TN": 3300605, + "TP": 22768, + "n_pred": 27461, + "n_ref": 24110 + }, + "14": { + "Dice": 0.9398665520487944, + "FN": 594, + "FP": 875, + "IoU": 0.8865549463279018, + "TN": 3316459, + "TP": 11480, + "n_pred": 12355, + "n_ref": 12074 + }, + "15": { + "Dice": 0.9054351084024378, + "FN": 1506, + "FP": 2280, + "IoU": 0.8272100771302086, + "TN": 3307497, + "TP": 18125, + "n_pred": 20405, + "n_ref": 19631 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9721889636775334, + "FN": 2549, + "FP": 1934, + "IoU": 0.9458829778244546, + "TN": 3246569, + "TP": 78356, + "n_pred": 80290, + "n_ref": 80905 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 3329405, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "5": { + "Dice": 0.743085566119274, + "FN": 957, + "FP": 1421, + "IoU": 0.5911982121368403, + "TN": 3323591, + "TP": 3439, + "n_pred": 4860, + "n_ref": 4396 + }, + "6": { + "Dice": 0.9311522193344545, + "FN": 790, + "FP": 561, + "IoU": 0.8711738342710021, + "TN": 3318921, + "TP": 9136, + "n_pred": 9697, + "n_ref": 9926 + }, + "7": { + "Dice": 0.6863419505159214, + "FN": 2696, + "FP": 131, + "IoU": 0.5224662162162163, + "TN": 3323488, + "TP": 3093, + "n_pred": 3224, + "n_ref": 5789 + }, + "8": { + "Dice": 0.8972161361000129, + "FN": 4130, + "FP": 8630, + "IoU": 0.8135920060772512, + "TN": 3260956, + "TP": 55692, + "n_pred": 64322, + "n_ref": 59822 + }, + "9": { + "Dice": 0.9313094931824029, + "FN": 1411, + "FP": 1526, + "IoU": 0.8714492055849783, + "TN": 3306561, + "TP": 19910, + "n_pred": 21436, + "n_ref": 21321 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.970181378333027, + "FN": 3164, + "FP": 1865, + "IoU": 0.9420895659884156, + "TN": 1665479, + "TP": 81812, + "n_pred": 83677, + "n_ref": 84976 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9391727493917275, + "FN": 102, + "FP": 173, + "IoU": 0.8853211009174312, + "TN": 1749922, + "TP": 2123, + "n_pred": 2296, + "n_ref": 2225 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 412, + "IoU": 0.0, + "TN": 1751908, + "TP": 0, + "n_pred": 412, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9740479315196443, + "FN": 607, + "FP": 1588, + "IoU": 0.9494088090902805, + "TN": 1708933, + "TP": 41192, + "n_pred": 42780, + "n_ref": 41799 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7328876154091054, + "FN": 2918, + "FP": 7150, + "IoU": 0.5783919597989949, + "TN": 1027512, + "TP": 13812, + "n_pred": 20962, + "n_ref": 16730 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5842026825633383, + "FN": 346, + "FP": 770, + "IoU": 0.4126315789473684, + "TN": 1049492, + "TP": 784, + "n_pred": 1554, + "n_ref": 1130 + }, + "13": { + "Dice": 0.8188224596499204, + "FN": 3639, + "FP": 3534, + "IoU": 0.693225558121632, + "TN": 1028010, + "TP": 16209, + "n_pred": 19743, + "n_ref": 19848 + }, + "14": { + "Dice": 0.080324467475055, + "FN": 1701, + "FP": 86506, + "IoU": 0.041842731291888896, + "TN": 959333, + "TP": 3852, + "n_pred": 90358, + "n_ref": 5553 + }, + "15": { + "Dice": 0.9025193708532455, + "FN": 1903, + "FP": 198, + "IoU": 0.8223556269552719, + "TN": 1039565, + "TP": 9726, + "n_pred": 9924, + "n_ref": 11629 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8747591522157996, + "FN": 46, + "FP": 19, + "IoU": 0.7773972602739726, + "TN": 1051100, + "TP": 227, + "n_pred": 246, + "n_ref": 273 + }, + "4": { + "Dice": 0.3647175421209118, + "FN": 1236, + "FP": 46, + "IoU": 0.22303030303030302, + "TN": 1049742, + "TP": 368, + "n_pred": 414, + "n_ref": 1604 + }, + "5": { + "Dice": 0.7971590428680139, + "FN": 512, + "FP": 1887, + "IoU": 0.6627302122873612, + "TN": 1044279, + "TP": 4714, + "n_pred": 6601, + "n_ref": 5226 + }, + "6": { + "Dice": 0.9447709492857976, + "FN": 3470, + "FP": 5044, + "IoU": 0.8953231041605193, + "TN": 970056, + "TP": 72822, + "n_pred": 77866, + "n_ref": 76292 + }, + "7": { + "Dice": 0.8697629073060857, + "FN": 15047, + "FP": 15945, + "IoU": 0.7695402256114338, + "TN": 916913, + "TP": 103487, + "n_pred": 119432, + "n_ref": 118534 + }, + "8": { + "Dice": 0.941920853339306, + "FN": 1847, + "FP": 2302, + "IoU": 0.8902177651946127, + "TN": 1013599, + "TP": 33644, + "n_pred": 35946, + "n_ref": 35491 + }, + "9": { + "Dice": 0.9376002137894174, + "FN": 321, + "FP": 613, + "IoU": 0.8825304993082631, + "TN": 1043441, + "TP": 7017, + "n_pred": 7630, + "n_ref": 7338 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.33849794974819053, + "FN": 19451, + "FP": 4586, + "IoU": 0.20373008248583827, + "TN": 1546901, + "TP": 6150, + "n_pred": 10736, + "n_ref": 25601 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6319013460143468, + "FN": 9543, + "FP": 17859, + "IoU": 0.4618828796983622, + "TN": 1526166, + "TP": 23520, + "n_pred": 41379, + "n_ref": 33063 + }, + "14": { + "Dice": 0.5732475539471921, + "FN": 954, + "FP": 5414, + "IoU": 0.4017848755284171, + "TN": 1566443, + "TP": 4277, + "n_pred": 9691, + "n_ref": 5231 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2935, + "IoU": 0.0, + "TN": 1574153, + "TP": 0, + "n_pred": 2935, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6571910030038831, + "FN": 4674, + "FP": 5, + "IoU": 0.48941510257529464, + "TN": 1567924, + "TP": 4485, + "n_pred": 4490, + "n_ref": 9159 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9455559721417454, + "FN": 4204, + "FP": 5380, + "IoU": 0.8967341529377539, + "TN": 1484279, + "TP": 83225, + "n_pred": 88605, + "n_ref": 87429 + }, + "7": { + "Dice": 0.6974012022582341, + "FN": 91052, + "FP": 1621, + "IoU": 0.5353921740656256, + "TN": 1377623, + "TP": 106792, + "n_pred": 108413, + "n_ref": 197844 + }, + "8": { + "Dice": 0.8040201005025126, + "FN": 21, + "FP": 915, + "IoU": 0.6722689075630253, + "TN": 1574232, + "TP": 1920, + "n_pred": 2835, + "n_ref": 1941 + }, + "9": { + "Dice": 0.1875690842615424, + "FN": 5626, + "FP": 3929, + "IoU": 0.10349033589791706, + "TN": 1566430, + "TP": 1103, + "n_pred": 5032, + "n_ref": 6729 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2128348947746481, + "FN": 1147, + "FP": 50358, + "IoU": 0.11909078470274338, + "TN": 3796636, + "TP": 6963, + "n_pred": 57321, + "n_ref": 8110 + }, + "10": { + "Dice": 0.05505443234836703, + "FN": 2501, + "FP": 3575, + "IoU": 0.028306412921797537, + "TN": 3848851, + "TP": 177, + "n_pred": 3752, + "n_ref": 2678 + }, + "11": { + "Dice": 0.06451612903225806, + "FN": 0, + "FP": 638, + "IoU": 0.03333333333333333, + "TN": 3854444, + "TP": 22, + "n_pred": 660, + "n_ref": 22 + }, + "12": { + "Dice": 0.03971631205673759, + "FN": 274, + "FP": 403, + "IoU": 0.020260492040520984, + "TN": 3854413, + "TP": 14, + "n_pred": 417, + "n_ref": 288 + }, + "13": { + "Dice": 0.604167251691893, + "FN": 5675, + "FP": 22517, + "IoU": 0.43283642142957734, + "TN": 3805397, + "TP": 21515, + "n_pred": 44032, + "n_ref": 27190 + }, + "14": { + "Dice": 0.8875049763976568, + "FN": 5143, + "FP": 2769, + "IoU": 0.797760850672256, + "TN": 3815982, + "TP": 31210, + "n_pred": 33979, + "n_ref": 36353 + }, + "15": { + "Dice": 0.5882419638301492, + "FN": 2262, + "FP": 5001, + "IoU": 0.4166733595695125, + "TN": 3842653, + "TP": 5188, + "n_pred": 10189, + "n_ref": 7450 + }, + "2": { + "Dice": 0.9261514569455229, + "FN": 1068, + "FP": 739, + "IoU": 0.8624600395798447, + "TN": 3841966, + "TP": 11331, + "n_pred": 12070, + "n_ref": 12399 + }, + "3": { + "Dice": 0.9344932436694886, + "FN": 6185, + "FP": 4199, + "IoU": 0.8770411244390238, + "TN": 3770653, + "TP": 74067, + "n_pred": 78266, + "n_ref": 80252 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1115, + "IoU": 0.0, + "TN": 3853989, + "TP": 0, + "n_pred": 1115, + "n_ref": 0 + }, + "5": { + "Dice": 0.4963110434477105, + "FN": 3960, + "FP": 341, + "IoU": 0.33006230529595015, + "TN": 3848684, + "TP": 2119, + "n_pred": 2460, + "n_ref": 6079 + }, + "6": { + "Dice": 0.614378872919573, + "FN": 1918, + "FP": 21854, + "IoU": 0.4433960055257674, + "TN": 3812395, + "TP": 18937, + "n_pred": 40791, + "n_ref": 20855 + }, + "7": { + "Dice": 0.011377348732977072, + "FN": 147, + "FP": 5588, + "IoU": 0.00572122052704577, + "TN": 3849336, + "TP": 33, + "n_pred": 5621, + "n_ref": 180 + }, + "8": { + "Dice": 0.4923888587167352, + "FN": 31468, + "FP": 1245, + "IoU": 0.32660202968360813, + "TN": 3806525, + "TP": 15866, + "n_pred": 17111, + "n_ref": 47334 + }, + "9": { + "Dice": 0.8105991883504416, + "FN": 4402, + "FP": 3532, + "IoU": 0.6815189466923571, + "TN": 3830192, + "TP": 16978, + "n_pred": 20510, + "n_ref": 21380 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9388249545729861, + "FN": 325, + "FP": 180, + "IoU": 0.884703196347032, + "TN": 2799332, + "TP": 3875, + "n_pred": 4055, + "n_ref": 4200 + }, + "10": { + "Dice": 0.7319466407168633, + "FN": 5556, + "FP": 1055, + "IoU": 0.577220694506619, + "TN": 2788075, + "TP": 9026, + "n_pred": 10081, + "n_ref": 14582 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 2803706, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 29, + "IoU": 0.0, + "TN": 2803683, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + }, + "13": { + "Dice": 0.6944509998269379, + "FN": 16680, + "FP": 2741, + "IoU": 0.531922585620978, + "TN": 2762221, + "TP": 22070, + "n_pred": 24811, + "n_ref": 38750 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9667276369654211, + "FN": 2173, + "FP": 2411, + "IoU": 0.9355980780578269, + "TN": 2732534, + "TP": 66594, + "n_pred": 69005, + "n_ref": 68767 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1520, + "IoU": 0.0, + "TN": 2802192, + "TP": 0, + "n_pred": 1520, + "n_ref": 0 + }, + "4": { + "Dice": 0.8572550559591596, + "FN": 3178, + "FP": 457, + "IoU": 0.7501718213058419, + "TN": 2789162, + "TP": 10915, + "n_pred": 11372, + "n_ref": 14093 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9684455218406406, + "FN": 6081, + "FP": 9448, + "IoU": 0.9388214993440518, + "TN": 2549881, + "TP": 238302, + "n_pred": 247750, + "n_ref": 244383 + }, + "7": { + "Dice": 0.7058183722881713, + "FN": 217464, + "FP": 2698, + "IoU": 0.5453781425842754, + "TN": 2319437, + "TP": 264113, + "n_pred": 266811, + "n_ref": 481577 + }, + "8": { + "Dice": 0.9414988222852473, + "FN": 380, + "FP": 837, + "IoU": 0.889464123524069, + "TN": 2792702, + "TP": 9793, + "n_pred": 10630, + "n_ref": 10173 + }, + "9": { + "Dice": 0.9410309663267449, + "FN": 376, + "FP": 2151, + "IoU": 0.8886293521375055, + "TN": 2781022, + "TP": 20163, + "n_pred": 22314, + "n_ref": 20539 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7437740264081565, + "FN": 185, + "FP": 1348, + "IoU": 0.5920702501330495, + "TN": 2274258, + "TP": 2225, + "n_pred": 3573, + "n_ref": 2410 + }, + "11": { + "Dice": 0.656098350048528, + "FN": 1852, + "FP": 274, + "IoU": 0.48820414058738565, + "TN": 2273862, + "TP": 2028, + "n_pred": 2302, + "n_ref": 3880 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8352529073840549, + "FN": 2229, + "FP": 3650, + "IoU": 0.7171109614089115, + "TN": 2257234, + "TP": 14903, + "n_pred": 18553, + "n_ref": 17132 + }, + "14": { + "Dice": 0.9784817606618336, + "FN": 927, + "FP": 566, + "IoU": 0.9578700829617924, + "TN": 2242578, + "TP": 33945, + "n_pred": 34511, + "n_ref": 34872 + }, + "15": { + "Dice": 0.7945105310578066, + "FN": 13912, + "FP": 1825, + "IoU": 0.65907712305026, + "TN": 2231856, + "TP": 30423, + "n_pred": 32248, + "n_ref": 44335 + }, + "2": { + "Dice": 0.9678524566263303, + "FN": 303, + "FP": 579, + "IoU": 0.9377074652164701, + "TN": 2263857, + "TP": 13277, + "n_pred": 13856, + "n_ref": 13580 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8719877747737158, + "FN": 1227, + "FP": 2040, + "IoU": 0.7730304293455607, + "TN": 2263622, + "TP": 11127, + "n_pred": 13167, + "n_ref": 12354 + }, + "5": { + "Dice": 0.7794501685579982, + "FN": 1193, + "FP": 3452, + "IoU": 0.6386057729712907, + "TN": 2265163, + "TP": 8208, + "n_pred": 11660, + "n_ref": 9401 + }, + "6": { + "Dice": 0.9648993792748982, + "FN": 5157, + "FP": 3721, + "IoU": 0.932179306973049, + "TN": 2147112, + "TP": 122026, + "n_pred": 125747, + "n_ref": 127183 + }, + "7": { + "Dice": 0.0, + "FN": 1, + "FP": 633, + "IoU": 0.0, + "TN": 2277382, + "TP": 0, + "n_pred": 633, + "n_ref": 1 + }, + "8": { + "Dice": 0.9616135561645799, + "FN": 2466, + "FP": 1820, + "IoU": 0.9260652061411074, + "TN": 2220046, + "TP": 53684, + "n_pred": 55504, + "n_ref": 56150 + }, + "9": { + "Dice": 0.8828395508873597, + "FN": 3748, + "FP": 4339, + "IoU": 0.790253138292354, + "TN": 2239460, + "TP": 30469, + "n_pred": 34808, + "n_ref": 34217 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6129104585881412, + "FN": 174084, + "FP": 2010, + "IoU": 0.4418679834931824, + "TN": 5642382, + "TP": 139412, + "n_pred": 141422, + "n_ref": 313496 + }, + "10": { + "Dice": 0.7936317384096496, + "FN": 3229, + "FP": 11211, + "IoU": 0.6578685494953325, + "TN": 5915682, + "TP": 27766, + "n_pred": 38977, + "n_ref": 30995 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5957888, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 535, + "IoU": 0.0, + "TN": 5957353, + "TP": 0, + "n_pred": 535, + "n_ref": 0 + }, + "13": { + "Dice": 0.1369826075232574, + "FN": 9128, + "FP": 3674, + "IoU": 0.07352728325372702, + "TN": 5944070, + "TP": 1016, + "n_pred": 4690, + "n_ref": 10144 + }, + "14": { + "Dice": 0.8428107285110317, + "FN": 4873, + "FP": 6690, + "IoU": 0.7283257365725295, + "TN": 5915326, + "TP": 30999, + "n_pred": 37689, + "n_ref": 35872 + }, + "15": { + "Dice": 0.049167495292698926, + "FN": 1768, + "FP": 43175, + "IoU": 0.02520334020171348, + "TN": 5911783, + "TP": 1162, + "n_pred": 44337, + "n_ref": 2930 + }, + "2": { + "Dice": 0.728201684694807, + "FN": 9368, + "FP": 72396, + "IoU": 0.5725763872552864, + "TN": 5766593, + "TP": 109531, + "n_pred": 181927, + "n_ref": 118899 + }, + "3": { + "Dice": 0.9511393266069607, + "FN": 286, + "FP": 145, + "IoU": 0.9068309554690878, + "TN": 5953262, + "TP": 4195, + "n_pred": 4340, + "n_ref": 4481 + }, + "4": { + "Dice": 0.002706138013038665, + "FN": 24287, + "FP": 36, + "IoU": 0.0013549022828050583, + "TN": 5933532, + "TP": 33, + "n_pred": 69, + "n_ref": 24320 + }, + "5": { + "Dice": 0.8361362656317378, + "FN": 151, + "FP": 609, + "IoU": 0.7184142274916636, + "TN": 5955189, + "TP": 1939, + "n_pred": 2548, + "n_ref": 2090 + }, + "6": { + "Dice": 0.38888130268506993, + "FN": 63592, + "FP": 621139, + "IoU": 0.24137346511661403, + "TN": 5055295, + "TP": 217862, + "n_pred": 839001, + "n_ref": 281454 + }, + "7": { + "Dice": 0.5285762462525458, + "FN": 55326, + "FP": 122207, + "IoU": 0.35922775128942724, + "TN": 5680827, + "TP": 99528, + "n_pred": 221735, + "n_ref": 154854 + }, + "8": { + "Dice": 0.4951463673593205, + "FN": 1096, + "FP": 12218, + "IoU": 0.3290329083303936, + "TN": 5938045, + "TP": 6529, + "n_pred": 18747, + "n_ref": 7625 + }, + "9": { + "Dice": 0.007032623559288923, + "FN": 156, + "FP": 4927, + "IoU": 0.0035287198588512055, + "TN": 5952787, + "TP": 18, + "n_pred": 4945, + "n_ref": 174 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9788347823576676, + "FN": 686, + "FP": 3713, + "IoU": 0.9585469280060309, + "TN": 7779320, + "TP": 101721, + "n_pred": 105434, + "n_ref": 102407 + }, + "10": { + "Dice": 0.7895032465344087, + "FN": 2254, + "FP": 7115, + "IoU": 0.6522142618508482, + "TN": 7858501, + "TP": 17570, + "n_pred": 24685, + "n_ref": 19824 + }, + "11": { + "Dice": 0.26926249793763407, + "FN": 3932, + "FP": 497, + "IoU": 0.1555767397521449, + "TN": 7880195, + "TP": 816, + "n_pred": 1313, + "n_ref": 4748 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 3085, + "IoU": 0.0, + "TN": 7882355, + "TP": 0, + "n_pred": 3085, + "n_ref": 0 + }, + "13": { + "Dice": 0.8204998512347516, + "FN": 8464, + "FP": 3602, + "IoU": 0.6956335292485433, + "TN": 7845797, + "TP": 27577, + "n_pred": 31179, + "n_ref": 36041 + }, + "14": { + "Dice": 0.09879486160773407, + "FN": 6352, + "FP": 61698, + "IoU": 0.05196433546949011, + "TN": 7813660, + "TP": 3730, + "n_pred": 65428, + "n_ref": 10082 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 282, + "IoU": 0.0, + "TN": 7885158, + "TP": 0, + "n_pred": 282, + "n_ref": 0 + }, + "2": { + "Dice": 0.9362563784119442, + "FN": 1994, + "FP": 367, + "IoU": 0.8801522842639594, + "TN": 7865740, + "TP": 17339, + "n_pred": 17706, + "n_ref": 19333 + }, + "3": { + "Dice": 0.8693902193600322, + "FN": 140, + "FP": 3105, + "IoU": 0.7689569241723033, + "TN": 7871395, + "TP": 10800, + "n_pred": 13905, + "n_ref": 10940 + }, + "4": { + "Dice": 0.5541036118969569, + "FN": 27245, + "FP": 2544, + "IoU": 0.3832249782599694, + "TN": 7837142, + "TP": 18509, + "n_pred": 21053, + "n_ref": 45754 + }, + "5": { + "Dice": 0.8531099868202883, + "FN": 631, + "FP": 2824, + "IoU": 0.7438463819691578, + "TN": 7871952, + "TP": 10033, + "n_pred": 12857, + "n_ref": 10664 + }, + "6": { + "Dice": 0.9275180021790022, + "FN": 35898, + "FP": 55378, + "IoU": 0.8648331664899509, + "TN": 7210156, + "TP": 584008, + "n_pred": 639386, + "n_ref": 619906 + }, + "7": { + "Dice": 0.6042214191852825, + "FN": 44479, + "FP": 206109, + "IoU": 0.43289202706678437, + "TN": 7443570, + "TP": 191282, + "n_pred": 397391, + "n_ref": 235761 + }, + "8": { + "Dice": 0.9459421179358859, + "FN": 2720, + "FP": 715, + "IoU": 0.8974290065394607, + "TN": 7851951, + "TP": 30054, + "n_pred": 30769, + "n_ref": 32774 + }, + "9": { + "Dice": 0.9017279615597856, + "FN": 1632, + "FP": 2622, + "IoU": 0.8210424466787262, + "TN": 7861669, + "TP": 19517, + "n_pred": 22139, + "n_ref": 21149 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.896620943459351, + "FN": 320, + "FP": 2152, + "IoU": 0.8126137052759248, + "TN": 1914360, + "TP": 10720, + "n_pred": 12872, + "n_ref": 11040 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 1927547, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6904615871634054, + "FN": 10892, + "FP": 4753, + "IoU": 0.5272556958965371, + "TN": 1894458, + "TP": 17449, + "n_pred": 22202, + "n_ref": 28341 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8193820397611867, + "FN": 8891, + "FP": 2847, + "IoU": 0.69402809999218, + "TN": 1889189, + "TP": 26625, + "n_pred": 29472, + "n_ref": 35516 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 7608, + "IoU": 0.0, + "TN": 1919944, + "TP": 0, + "n_pred": 7608, + "n_ref": 0 + }, + "4": { + "Dice": 0.15059275873117592, + "FN": 1283, + "FP": 1368, + "IoU": 0.08142758142758143, + "TN": 1924666, + "TP": 235, + "n_pred": 1603, + "n_ref": 1518 + }, + "5": { + "Dice": 0.8524262797044532, + "FN": 655, + "FP": 1562, + "IoU": 0.7428074245939675, + "TN": 1918932, + "TP": 6403, + "n_pred": 7965, + "n_ref": 7058 + }, + "6": { + "Dice": 0.9641896167970415, + "FN": 11279, + "FP": 5357, + "IoU": 0.9308553306982215, + "TN": 1686955, + "TP": 223961, + "n_pred": 229318, + "n_ref": 235240 + }, + "7": { + "Dice": 0.4649980135081446, + "FN": 2528, + "FP": 31137, + "IoU": 0.30292990992856406, + "TN": 1879257, + "TP": 14630, + "n_pred": 45767, + "n_ref": 17158 + }, + "8": { + "Dice": 0.9489501792376911, + "FN": 1345, + "FP": 2144, + "IoU": 0.9028593702146616, + "TN": 1891635, + "TP": 32428, + "n_pred": 34572, + "n_ref": 33773 + }, + "9": { + "Dice": 0.8295794382750904, + "FN": 1196, + "FP": 6953, + "IoU": 0.7087874781117107, + "TN": 1899569, + "TP": 19834, + "n_pred": 26787, + "n_ref": 21030 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.965693014520943, + "FN": 893, + "FP": 130, + "IoU": 0.9336618896310226, + "TN": 4540611, + "TP": 14398, + "n_pred": 14528, + "n_ref": 15291 + }, + "10": { + "Dice": 0.7712418300653595, + "FN": 41, + "FP": 134, + "IoU": 0.6276595744680851, + "TN": 4555562, + "TP": 295, + "n_pred": 429, + "n_ref": 336 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4556032, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4556032, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.13829787234042554, + "FN": 162, + "FP": 0, + "IoU": 0.07428571428571429, + "TN": 4555857, + "TP": 13, + "n_pred": 13, + "n_ref": 175 + }, + "14": { + "Dice": 0.9112547343549116, + "FN": 4250, + "FP": 858, + "IoU": 0.8369769891169055, + "TN": 4524699, + "TP": 26225, + "n_pred": 27083, + "n_ref": 30475 + }, + "15": { + "Dice": 0.7928320214369452, + "FN": 386, + "FP": 2088, + "IoU": 0.6567702552719201, + "TN": 4548824, + "TP": 4734, + "n_pred": 6822, + "n_ref": 5120 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4556032, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4556032, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9511963281822873, + "FN": 1518, + "FP": 2076, + "IoU": 0.906934590087524, + "TN": 4517414, + "TP": 35024, + "n_pred": 37100, + "n_ref": 36542 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4556032, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9754964218859186, + "FN": 6317, + "FP": 3291, + "IoU": 0.952164973090308, + "TN": 4355175, + "TP": 191249, + "n_pred": 194540, + "n_ref": 197566 + }, + "7": { + "Dice": 0.9416271956297122, + "FN": 9192, + "FP": 2220, + "IoU": 0.8896933025314865, + "TN": 4452575, + "TP": 92045, + "n_pred": 94265, + "n_ref": 101237 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4556032, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4556032, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8684560818210921, + "FN": 2814, + "FP": 4993, + "IoU": 0.7674965751384836, + "TN": 1893974, + "TP": 25771, + "n_pred": 30764, + "n_ref": 28585 + }, + "11": { + "Dice": 0.2112676056338028, + "FN": 112, + "FP": 0, + "IoU": 0.11811023622047244, + "TN": 1927425, + "TP": 15, + "n_pred": 15, + "n_ref": 127 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8478314213851911, + "FN": 4243, + "FP": 5679, + "IoU": 0.7358570934163938, + "TN": 1889989, + "TP": 27641, + "n_pred": 33320, + "n_ref": 31884 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6564885496183206, + "FN": 45, + "FP": 0, + "IoU": 0.48863636363636365, + "TN": 1927464, + "TP": 43, + "n_pred": 43, + "n_ref": 88 + }, + "3": { + "Dice": 0.9283582089552239, + "FN": 127, + "FP": 17, + "IoU": 0.8662952646239555, + "TN": 1926475, + "TP": 933, + "n_pred": 950, + "n_ref": 1060 + }, + "4": { + "Dice": 0.8195669607056937, + "FN": 378, + "FP": 297, + "IoU": 0.6942934782608695, + "TN": 1925344, + "TP": 1533, + "n_pred": 1830, + "n_ref": 1911 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9177488257422797, + "FN": 2943, + "FP": 4797, + "IoU": 0.8479998428938945, + "TN": 1876631, + "TP": 43181, + "n_pred": 47978, + "n_ref": 46124 + }, + "7": { + "Dice": 0.9007191155951486, + "FN": 229, + "FP": 1621, + "IoU": 0.8193712165592658, + "TN": 1917310, + "TP": 8392, + "n_pred": 10013, + "n_ref": 8621 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.856489873118449, + "FN": 1334, + "FP": 2308, + "IoU": 0.749000689179876, + "TN": 1913042, + "TP": 10868, + "n_pred": 13176, + "n_ref": 12202 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4660105426734514, + "FN": 1520, + "FP": 51055, + "IoU": 0.3037899253138408, + "TN": 2377732, + "TP": 22941, + "n_pred": 73996, + "n_ref": 24461 + }, + "10": { + "Dice": 0.007157719517270079, + "FN": 24981, + "FP": 22735, + "IoU": 0.0035917139993317743, + "TN": 2405360, + "TP": 172, + "n_pred": 22907, + "n_ref": 25153 + }, + "11": { + "Dice": 0.6477445514445007, + "FN": 62, + "FP": 633, + "IoU": 0.4790104947526237, + "TN": 2451914, + "TP": 639, + "n_pred": 1272, + "n_ref": 701 + }, + "12": { + "Dice": 0.17461024498886416, + "FN": 1779, + "FP": 74, + "IoU": 0.0956564177647633, + "TN": 2451199, + "TP": 196, + "n_pred": 270, + "n_ref": 1975 + }, + "13": { + "Dice": 0.3587854319118513, + "FN": 18526, + "FP": 19591, + "IoU": 0.21860970459810172, + "TN": 2404467, + "TP": 10664, + "n_pred": 30255, + "n_ref": 29190 + }, + "14": { + "Dice": 0.0005392289026691831, + "FN": 0, + "FP": 14828, + "IoU": 0.00026968716289104636, + "TN": 2438416, + "TP": 4, + "n_pred": 14832, + "n_ref": 4 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 425, + "IoU": 0.0, + "TN": 2452823, + "TP": 0, + "n_pred": 425, + "n_ref": 0 + }, + "2": { + "Dice": 0.029549372075843388, + "FN": 7876, + "FP": 6, + "IoU": 0.014996250937265684, + "TN": 2445246, + "TP": 120, + "n_pred": 126, + "n_ref": 7996 + }, + "3": { + "Dice": 0.9063596626238996, + "FN": 3326, + "FP": 10363, + "IoU": 0.8287547849583428, + "TN": 2373310, + "TP": 66249, + "n_pred": 76612, + "n_ref": 69575 + }, + "4": { + "Dice": 0.00978161481702001, + "FN": 87147, + "FP": 5987, + "IoU": 0.004914844968694574, + "TN": 2359654, + "TP": 460, + "n_pred": 6447, + "n_ref": 87607 + }, + "5": { + "Dice": 0.770382109526325, + "FN": 992, + "FP": 1616, + "IoU": 0.6265215523414005, + "TN": 2446265, + "TP": 4375, + "n_pred": 5991, + "n_ref": 5367 + }, + "6": { + "Dice": 0.8586383830705439, + "FN": 71942, + "FP": 22527, + "IoU": 0.7522930246949189, + "TN": 2071874, + "TP": 286905, + "n_pred": 309432, + "n_ref": 358847 + }, + "7": { + "Dice": 0.5940656148920721, + "FN": 13609, + "FP": 109381, + "IoU": 0.4225414935324084, + "TN": 2240263, + "TP": 89995, + "n_pred": 199376, + "n_ref": 103604 + }, + "8": { + "Dice": 0.8837707990604103, + "FN": 12957, + "FP": 1244, + "IoU": 0.791746711442859, + "TN": 2385057, + "TP": 53990, + "n_pred": 55234, + "n_ref": 66947 + }, + "9": { + "Dice": 0.7740883708728404, + "FN": 6891, + "FP": 5165, + "IoU": 0.6314389654856165, + "TN": 2420537, + "TP": 20655, + "n_pred": 25820, + "n_ref": 27546 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9757138168690516, + "FN": 1447, + "FP": 773, + "IoU": 0.9525793015059276, + "TN": 2756897, + "TP": 44595, + "n_pred": 45368, + "n_ref": 46042 + }, + "10": { + "Dice": 0.5681110167091475, + "FN": 3376, + "FP": 1199, + "IoU": 0.39675632911392406, + "TN": 2796128, + "TP": 3009, + "n_pred": 4208, + "n_ref": 6385 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 154, + "IoU": 0.0, + "TN": 2803558, + "TP": 0, + "n_pred": 154, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 2803701, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "13": { + "Dice": 0.8019898420649829, + "FN": 5332, + "FP": 6052, + "IoU": 0.669434926534642, + "TN": 2769274, + "TP": 23054, + "n_pred": 29106, + "n_ref": 28386 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.30002196354052274, + "FN": 52, + "FP": 12696, + "IoU": 0.17648578811369509, + "TN": 2788232, + "TP": 2732, + "n_pred": 15428, + "n_ref": 2784 + }, + "3": { + "Dice": 0.6682956354098949, + "FN": 13493, + "FP": 1304, + "IoU": 0.5018348314985018, + "TN": 2774009, + "TP": 14906, + "n_pred": 16210, + "n_ref": 28399 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7792987512007685, + "FN": 811, + "FP": 2865, + "IoU": 0.6384025181979146, + "TN": 2793546, + "TP": 6490, + "n_pred": 9355, + "n_ref": 7301 + }, + "6": { + "Dice": 0.7007462485519546, + "FN": 4430, + "FP": 17786, + "IoU": 0.539345180085844, + "TN": 2755485, + "TP": 26011, + "n_pred": 43797, + "n_ref": 30441 + }, + "7": { + "Dice": 0.7659181348963847, + "FN": 81029, + "FP": 560, + "IoU": 0.6206380277957306, + "TN": 2588643, + "TP": 133480, + "n_pred": 134040, + "n_ref": 214509 + }, + "8": { + "Dice": 0.9420767566468701, + "FN": 2027, + "FP": 1962, + "IoU": 0.8904963215109256, + "TN": 2767284, + "TP": 32439, + "n_pred": 34401, + "n_ref": 34466 + }, + "9": { + "Dice": 0.7807922485038472, + "FN": 2711, + "FP": 4981, + "IoU": 0.6404095180215978, + "TN": 2782321, + "TP": 13699, + "n_pred": 18680, + "n_ref": 16410 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6246930118329984, + "FN": 1572, + "FP": 109, + "IoU": 0.45422077922077925, + "TN": 3151096, + "TP": 1399, + "n_pred": 1508, + "n_ref": 2971 + }, + "10": { + "Dice": 0.7668678184673886, + "FN": 3466, + "FP": 10635, + "IoU": 0.6218861448529215, + "TN": 3116883, + "TP": 23192, + "n_pred": 33827, + "n_ref": 26658 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 216, + "IoU": 0.0, + "TN": 3153960, + "TP": 0, + "n_pred": 216, + "n_ref": 0 + }, + "12": { + "Dice": 0.4623908663532572, + "FN": 2561, + "FP": 641, + "IoU": 0.3007206813714785, + "TN": 3149597, + "TP": 1377, + "n_pred": 2018, + "n_ref": 3938 + }, + "13": { + "Dice": 0.7242045734594083, + "FN": 10983, + "FP": 10280, + "IoU": 0.56764945099634, + "TN": 3104996, + "TP": 27917, + "n_pred": 38197, + "n_ref": 38900 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2255, + "IoU": 0.0, + "TN": 3151921, + "TP": 0, + "n_pred": 2255, + "n_ref": 0 + }, + "15": { + "Dice": 0.9096129571354916, + "FN": 9536, + "FP": 632, + "IoU": 0.8342110841173306, + "TN": 3092845, + "TP": 51163, + "n_pred": 51795, + "n_ref": 60699 + }, + "2": { + "Dice": 0.9637881632249777, + "FN": 914, + "FP": 552, + "IoU": 0.9301072705601907, + "TN": 3133201, + "TP": 19509, + "n_pred": 20061, + "n_ref": 20423 + }, + "3": { + "Dice": 0.9346414473261241, + "FN": 3761, + "FP": 1322, + "IoU": 0.8773022424988534, + "TN": 3112749, + "TP": 36344, + "n_pred": 37666, + "n_ref": 40105 + }, + "4": { + "Dice": 0.6517998750420532, + "FN": 6020, + "FP": 1225, + "IoU": 0.4834592898902039, + "TN": 3140150, + "TP": 6781, + "n_pred": 8006, + "n_ref": 12801 + }, + "5": { + "Dice": 0.3432017543859649, + "FN": 12, + "FP": 1186, + "IoU": 0.2071475843812045, + "TN": 3152665, + "TP": 313, + "n_pred": 1499, + "n_ref": 325 + }, + "6": { + "Dice": 0.9262253964205246, + "FN": 3582, + "FP": 5095, + "IoU": 0.8625882874608051, + "TN": 3091030, + "TP": 54469, + "n_pred": 59564, + "n_ref": 58051 + }, + "7": { + "Dice": 0.7051261941574981, + "FN": 71799, + "FP": 7157, + "IoU": 0.5445520567146788, + "TN": 2980817, + "TP": 94403, + "n_pred": 101560, + "n_ref": 166202 + }, + "8": { + "Dice": 0.913820811570912, + "FN": 551, + "FP": 2023, + "IoU": 0.8413168115405956, + "TN": 3137955, + "TP": 13647, + "n_pred": 15670, + "n_ref": 14198 + }, + "9": { + "Dice": 0.9082146610138783, + "FN": 1136, + "FP": 1397, + "IoU": 0.8318619316296051, + "TN": 3139111, + "TP": 12532, + "n_pred": 13929, + "n_ref": 13668 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.6244586332919895, + "FN": 8508.673333333332, + "FP": 6139.5022222222215, + "IoU": 0.5412045569574911, + "TN": 2787593.255555556, + "TP": 30675.902222222223, + "n_pred": 36815.40444444445, + "n_ref": 39184.57555555555 + }, + "mean": { + "1": { + "Dice": 0.7967397309930182, + "FN": 11844.833333333334, + "FP": 2379.9666666666667, + "IoU": 0.7209073419296798, + "TN": 2772909.4, + "TP": 45783.13333333333, + "n_pred": 48163.1, + "n_ref": 57627.96666666667 + }, + "10": { + "Dice": 0.7445360019870523, + "FN": 4768.433333333333, + "FP": 4544.1, + "IoU": 0.6082302873250514, + "TN": 2808437.7, + "TP": 15167.1, + "n_pred": 19711.2, + "n_ref": 19935.533333333333 + }, + "11": { + "Dice": 0.0, + "FN": 628.9666666666667, + "FP": 0.0, + "IoU": 0.0, + "TN": 2832288.3666666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 628.9666666666667 + }, + "12": { + "Dice": 0.22012279177823885, + "FN": 559.9, + "FP": 208.76666666666668, + "IoU": 0.14991512079610267, + "TN": 2831806.033333333, + "TP": 342.6333333333333, + "n_pred": 551.4, + "n_ref": 902.5333333333333 + }, + "13": { + "Dice": 0.50156498678141, + "FN": 6312.2, + "FP": 3914.633333333333, + "IoU": 0.38451622794427026, + "TN": 2813736.566666667, + "TP": 8953.933333333332, + "n_pred": 12868.566666666668, + "n_ref": 15266.133333333333 + }, + "14": { + "Dice": 0.6576668017741565, + "FN": 21829.8, + "FP": 2547.2, + "IoU": 0.5523893723134421, + "TN": 2795498.7333333334, + "TP": 13041.6, + "n_pred": 15588.8, + "n_ref": 34871.4 + }, + "15": { + "Dice": 0.38921389417450303, + "FN": 2588.0, + "FP": 4733.3, + "IoU": 0.31496519059366807, + "TN": 2818627.8333333335, + "TP": 6968.2, + "n_pred": 11701.5, + "n_ref": 9556.2 + }, + "2": { + "Dice": 0.8362914734577886, + "FN": 3945.366666666667, + "FP": 2769.733333333333, + "IoU": 0.7785424889340039, + "TN": 2793339.033333333, + "TP": 32863.2, + "n_pred": 35632.933333333334, + "n_ref": 36808.566666666666 + }, + "3": { + "Dice": 0.7661101876523811, + "FN": 1712.0666666666666, + "FP": 4557.333333333333, + "IoU": 0.7125339276874455, + "TN": 2798197.1, + "TP": 28450.833333333332, + "n_pred": 33008.166666666664, + "n_ref": 30162.9 + }, + "4": { + "Dice": 0.6431274200427634, + "FN": 1661.3666666666666, + "FP": 2713.5, + "IoU": 0.5593999829775346, + "TN": 2821669.3333333335, + "TP": 6873.133333333333, + "n_pred": 9586.633333333333, + "n_ref": 8534.5 + }, + "5": { + "Dice": 0.6391273152722752, + "FN": 789.5, + "FP": 623.4333333333333, + "IoU": 0.5212319242294667, + "TN": 2828782.8333333335, + "TP": 2721.5666666666666, + "n_pred": 3345.0, + "n_ref": 3511.0666666666666 + }, + "6": { + "Dice": 0.8527759823619474, + "FN": 45766.26666666667, + "FP": 29836.866666666665, + "IoU": 0.7810813639161057, + "TN": 2550668.9, + "TP": 206645.3, + "n_pred": 236482.16666666666, + "n_ref": 252411.56666666668 + }, + "7": { + "Dice": 0.7092001317787445, + "FN": 21327.5, + "FP": 29838.1, + "IoU": 0.6141580044417069, + "TN": 2716889.7666666666, + "TP": 64861.96666666667, + "n_pred": 94700.06666666667, + "n_ref": 86189.46666666666 + }, + "8": { + "Dice": 0.8990597929850861, + "FN": 1484.0666666666666, + "FP": 1064.7666666666667, + "IoU": 0.8264191800601988, + "TN": 2812830.6666666665, + "TP": 17537.833333333332, + "n_pred": 18602.6, + "n_ref": 19021.9 + }, + "9": { + "Dice": 0.7113429883404763, + "FN": 2411.8333333333335, + "FP": 2360.8333333333335, + "IoU": 0.5937779412136915, + "TN": 2818216.566666667, + "TP": 9928.1, + "n_pred": 12288.933333333332, + "n_ref": 12339.933333333332 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.7556552626659189, + "FN": 1860, + "FP": 754, + "IoU": 0.6072716346153846, + "TN": 2271360, + "TP": 4042, + "n_pred": 4796, + "n_ref": 5902 + }, + "10": { + "Dice": 0.46878160539949226, + "FN": 5321, + "FP": 20416, + "IoU": 0.3061494082441431, + "TN": 2240923, + "TP": 11356, + "n_pred": 31772, + "n_ref": 16677 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5227722772277228, + "FN": 233, + "FP": 8, + "IoU": 0.353887399463807, + "TN": 2277643, + "TP": 132, + "n_pred": 140, + "n_ref": 365 + }, + "13": { + "Dice": 0.5377912605692894, + "FN": 39792, + "FP": 17496, + "IoU": 0.367793767105147, + "TN": 2187400, + "TP": 33328, + "n_pred": 50824, + "n_ref": 73120 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5980508598669118, + "FN": 6351, + "FP": 43059, + "IoU": 0.4265852752762046, + "TN": 2191848, + "TP": 36758, + "n_pred": 79817, + "n_ref": 43109 + }, + "3": { + "Dice": 0.0823745438486391, + "FN": 34, + "FP": 39445, + "IoU": 0.042956534387045164, + "TN": 2236765, + "TP": 1772, + "n_pred": 41217, + "n_ref": 1806 + }, + "4": { + "Dice": 0.7308008101154962, + "FN": 3210, + "FP": 6626, + "IoU": 0.5757967826799499, + "TN": 2254829, + "TP": 13351, + "n_pred": 19977, + "n_ref": 16561 + }, + "5": { + "Dice": 0.7967956232903478, + "FN": 1171, + "FP": 909, + "IoU": 0.6622279961026307, + "TN": 2271858, + "TP": 4078, + "n_pred": 4987, + "n_ref": 5249 + }, + "6": { + "Dice": 0.9688015774818597, + "FN": 5050, + "FP": 8541, + "IoU": 0.9394909421177057, + "TN": 2053405, + "TP": 211020, + "n_pred": 219561, + "n_ref": 216070 + }, + "7": { + "Dice": 0.3518730897648116, + "FN": 12905, + "FP": 101818, + "IoU": 0.21349878312137935, + "TN": 2132151, + "TP": 31142, + "n_pred": 132960, + "n_ref": 44047 + }, + "8": { + "Dice": 0.9211680074915932, + "FN": 4234, + "FP": 3174, + "IoU": 0.8538567764845137, + "TN": 2227326, + "TP": 43282, + "n_pred": 46456, + "n_ref": 47516 + }, + "9": { + "Dice": 0.7181527177797806, + "FN": 4670, + "FP": 4399, + "IoU": 0.5602482664985695, + "TN": 2257393, + "TP": 11554, + "n_pred": 15953, + "n_ref": 16224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6905659048491037, + "FN": 2215, + "FP": 6572, + "IoU": 0.5273773666092944, + "TN": 1733728, + "TP": 9805, + "n_pred": 16377, + "n_ref": 12020 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 250, + "FP": 0, + "IoU": 0.0, + "TN": 1752070, + "TP": 0, + "n_pred": 0, + "n_ref": 250 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9815311083226664, + "FN": 2432, + "FP": 497, + "IoU": 0.9637320455671124, + "TN": 1671560, + "TP": 77831, + "n_pred": 78328, + "n_ref": 80263 + }, + "7": { + "Dice": 0.4989339019189765, + "FN": 79, + "FP": 156, + "IoU": 0.33238636363636365, + "TN": 1751968, + "TP": 117, + "n_pred": 273, + "n_ref": 196 + }, + "8": { + "Dice": 0.7277785636818032, + "FN": 1532, + "FP": 4241, + "IoU": 0.5720533728687917, + "TN": 1738830, + "TP": 7717, + "n_pred": 11958, + "n_ref": 9249 + }, + "9": { + "Dice": 0.6769540845247842, + "FN": 200, + "FP": 4929, + "IoU": 0.5116633342854423, + "TN": 1741817, + "TP": 5374, + "n_pred": 10303, + "n_ref": 5574 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.866064565718678, + "FN": 1407, + "FP": 2775, + "IoU": 0.7637688527368243, + "TN": 1559385, + "TP": 13521, + "n_pred": 16296, + "n_ref": 14928 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4984709480122324, + "FN": 281, + "FP": 47, + "IoU": 0.3319755600814664, + "TN": 1576597, + "TP": 163, + "n_pred": 210, + "n_ref": 444 + }, + "13": { + "Dice": 0.2555605991829324, + "FN": 0, + "FP": 3280, + "IoU": 0.14650013010668747, + "TN": 1573245, + "TP": 563, + "n_pred": 3843, + "n_ref": 563 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 509, + "IoU": 0.0, + "TN": 1576579, + "TP": 0, + "n_pred": 509, + "n_ref": 0 + }, + "2": { + "Dice": 0.9571294810058855, + "FN": 1716, + "FP": 2130, + "IoU": 0.9177836208555121, + "TN": 1530309, + "TP": 42933, + "n_pred": 45063, + "n_ref": 44649 + }, + "3": { + "Dice": 0.956755467196819, + "FN": 3649, + "FP": 1789, + "IoU": 0.917096075860597, + "TN": 1511494, + "TP": 60156, + "n_pred": 61945, + "n_ref": 63805 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6407303370786517, + "FN": 836, + "FP": 1722, + "IoU": 0.47137838396362886, + "TN": 1572249, + "TP": 2281, + "n_pred": 4003, + "n_ref": 3117 + }, + "6": { + "Dice": 0.9457214348667349, + "FN": 5131, + "FP": 5585, + "IoU": 0.897031834036379, + "TN": 1473017, + "TP": 93355, + "n_pred": 98940, + "n_ref": 98486 + }, + "7": { + "Dice": 0.551671828582264, + "FN": 3353, + "FP": 3740, + "IoU": 0.3809025050187658, + "TN": 1565631, + "TP": 4364, + "n_pred": 8104, + "n_ref": 7717 + }, + "8": { + "Dice": 0.9488530013494102, + "FN": 597, + "FP": 578, + "IoU": 0.9026834520457181, + "TN": 1565014, + "TP": 10899, + "n_pred": 11477, + "n_ref": 11496 + }, + "9": { + "Dice": 0.9006212942211127, + "FN": 1730, + "FP": 1773, + "IoU": 0.8192093311312965, + "TN": 1557712, + "TP": 15873, + "n_pred": 17646, + "n_ref": 17603 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8593589931216157, + "FN": 701, + "FP": 260, + "IoU": 0.7534000513215294, + "TN": 2975047, + "TP": 2936, + "n_pred": 3196, + "n_ref": 3637 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9038799273897195, + "FN": 1714, + "FP": 4799, + "IoU": 0.8246176217147781, + "TN": 2941808, + "TP": 30623, + "n_pred": 35422, + "n_ref": 32337 + }, + "15": { + "Dice": 0.9202259398978276, + "FN": 10662, + "FP": 1159, + "IoU": 0.8522393470081624, + "TN": 2898943, + "TP": 68180, + "n_pred": 69339, + "n_ref": 78842 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9170854271356784, + "FN": 1098, + "FP": 90, + "IoU": 0.8468677494199536, + "TN": 2971186, + "TP": 6570, + "n_pred": 6660, + "n_ref": 7668 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 514, + "IoU": 0.0, + "TN": 2978430, + "TP": 0, + "n_pred": 514, + "n_ref": 0 + }, + "6": { + "Dice": 0.9638938445422466, + "FN": 18144, + "FP": 2054, + "IoU": 0.9303041386877937, + "TN": 2689142, + "TP": 269604, + "n_pred": 271658, + "n_ref": 287748 + }, + "7": { + "Dice": 0.8330785853581405, + "FN": 2353, + "FP": 13482, + "IoU": 0.7139114724480579, + "TN": 2923594, + "TP": 39515, + "n_pred": 52997, + "n_ref": 41868 + }, + "8": { + "Dice": 0.9194423905790698, + "FN": 4060, + "FP": 407, + "IoU": 0.8508962248406156, + "TN": 2948985, + "TP": 25492, + "n_pred": 25899, + "n_ref": 29552 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7177630430989356, + "FN": 11538, + "FP": 1402, + "IoU": 0.5597741035585494, + "TN": 2423854, + "TP": 16454, + "n_pred": 17856, + "n_ref": 27992 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6518140010219724, + "FN": 2874, + "FP": 533, + "IoU": 0.483474833232262, + "TN": 2446652, + "TP": 3189, + "n_pred": 3722, + "n_ref": 6063 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 277, + "IoU": 0.0, + "TN": 2452971, + "TP": 0, + "n_pred": 277, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9239766081871345, + "FN": 42, + "FP": 62, + "IoU": 0.8586956521739131, + "TN": 2452512, + "TP": 632, + "n_pred": 694, + "n_ref": 674 + }, + "3": { + "Dice": 0.9603887498159328, + "FN": 1027, + "FP": 587, + "IoU": 0.9237960339943343, + "TN": 2432068, + "TP": 19566, + "n_pred": 20153, + "n_ref": 20593 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8696644167696549, + "FN": 1276, + "FP": 1466, + "IoU": 0.7693860386879731, + "TN": 2441358, + "TP": 9148, + "n_pred": 10614, + "n_ref": 10424 + }, + "6": { + "Dice": 0.8987379732600275, + "FN": 6033, + "FP": 2071, + "IoU": 0.8160982140831007, + "TN": 2409181, + "TP": 35963, + "n_pred": 38034, + "n_ref": 41996 + }, + "7": { + "Dice": 0.9494332311876531, + "FN": 4209, + "FP": 1220, + "IoU": 0.9037343073976878, + "TN": 2396852, + "TP": 50967, + "n_pred": 52187, + "n_ref": 55176 + }, + "8": { + "Dice": 0.7622504537205081, + "FN": 9, + "FP": 253, + "IoU": 0.6158357771260997, + "TN": 2452566, + "TP": 420, + "n_pred": 673, + "n_ref": 429 + }, + "9": { + "Dice": 0.835919377287489, + "FN": 1121, + "FP": 5245, + "IoU": 0.71809405721371, + "TN": 2430666, + "TP": 16216, + "n_pred": 21461, + "n_ref": 17337 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9381555153707053, + "FN": 721, + "FP": 818, + "IoU": 0.8835149863760218, + "TN": 1914340, + "TP": 11673, + "n_pred": 12491, + "n_ref": 12394 + }, + "10": { + "Dice": 0.8634153893791608, + "FN": 1895, + "FP": 2516, + "IoU": 0.7596578216095461, + "TN": 1909199, + "TP": 13942, + "n_pred": 16458, + "n_ref": 15837 + }, + "11": { + "Dice": 0.0, + "FN": 1495, + "FP": 0, + "IoU": 0.0, + "TN": 1926057, + "TP": 0, + "n_pred": 0, + "n_ref": 1495 + }, + "12": { + "Dice": 0.0, + "FN": 222, + "FP": 16, + "IoU": 0.0, + "TN": 1927314, + "TP": 0, + "n_pred": 16, + "n_ref": 222 + }, + "13": { + "Dice": 0.5857247976453275, + "FN": 427, + "FP": 2388, + "IoU": 0.4141519250780437, + "TN": 1922747, + "TP": 1990, + "n_pred": 4378, + "n_ref": 2417 + }, + "14": { + "Dice": 0.48396823801387073, + "FN": 8887, + "FP": 1381, + "IoU": 0.31923357422263476, + "TN": 1912469, + "TP": 4815, + "n_pred": 6196, + "n_ref": 13702 + }, + "15": { + "Dice": 0.17835844676105067, + "FN": 632, + "FP": 53515, + "IoU": 0.0979108356657337, + "TN": 1867528, + "TP": 5877, + "n_pred": 59392, + "n_ref": 6509 + }, + "2": { + "Dice": 0.957445494410475, + "FN": 1284, + "FP": 2161, + "IoU": 0.9183649289099526, + "TN": 1885352, + "TP": 38755, + "n_pred": 40916, + "n_ref": 40039 + }, + "3": { + "Dice": 0.9303037936419971, + "FN": 963, + "FP": 5954, + "IoU": 0.8696897194853149, + "TN": 1874471, + "TP": 46164, + "n_pred": 52118, + "n_ref": 47127 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1927552, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9744522903447129, + "FN": 4288, + "FP": 1707, + "IoU": 0.9501774331613021, + "TN": 1807225, + "TP": 114332, + "n_pred": 116039, + "n_ref": 118620 + }, + "7": { + "Dice": 0.9845533576918231, + "FN": 2017, + "FP": 2887, + "IoU": 0.9695766539282347, + "TN": 1766360, + "TP": 156288, + "n_pred": 159175, + "n_ref": 158305 + }, + "8": { + "Dice": 0.6144355336212215, + "FN": 160, + "FP": 465, + "IoU": 0.44345503116651824, + "TN": 1926429, + "TP": 498, + "n_pred": 963, + "n_ref": 658 + }, + "9": { + "Dice": 0.6981818181818182, + "FN": 347, + "FP": 2475, + "IoU": 0.5363128491620112, + "TN": 1921466, + "TP": 3264, + "n_pred": 5739, + "n_ref": 3611 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9665037752572531, + "FN": 5203, + "FP": 1864, + "IoU": 0.9351788154793025, + "TN": 2869921, + "TP": 101956, + "n_pred": 103820, + "n_ref": 107159 + }, + "10": { + "Dice": 0.5446565359612439, + "FN": 5471, + "FP": 5526, + "IoU": 0.3742460452941846, + "TN": 2961370, + "TP": 6577, + "n_pred": 12103, + "n_ref": 12048 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1003, + "IoU": 0.0, + "TN": 2977941, + "TP": 0, + "n_pred": 1003, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.860931648204931, + "FN": 3368, + "FP": 8923, + "IoU": 0.7558208836617928, + "TN": 2928608, + "TP": 38045, + "n_pred": 46968, + "n_ref": 41413 + }, + "3": { + "Dice": 0.7989194871230734, + "FN": 14294, + "FP": 2157, + "IoU": 0.6651673044044615, + "TN": 2929812, + "TP": 32681, + "n_pred": 34838, + "n_ref": 46975 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.19174434087882822, + "FN": 607, + "FP": 0, + "IoU": 0.10603829160530191, + "TN": 2978265, + "TP": 72, + "n_pred": 72, + "n_ref": 679 + }, + "6": { + "Dice": 0.9710957013277245, + "FN": 4779, + "FP": 12811, + "IoU": 0.9438153797013495, + "TN": 2665869, + "TP": 295485, + "n_pred": 308296, + "n_ref": 300264 + }, + "7": { + "Dice": 0.8535143782403587, + "FN": 139324, + "FP": 11214, + "IoU": 0.7444614760457036, + "TN": 2389843, + "TP": 438563, + "n_pred": 449777, + "n_ref": 577887 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.5835653045317893, + "FN": 7370, + "FP": 110, + "IoU": 0.41199591227104787, + "TN": 2966223, + "TP": 5241, + "n_pred": 5351, + "n_ref": 12611 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 18, + "FP": 17, + "IoU": 0.0, + "TN": 2978909, + "TP": 0, + "n_pred": 17, + "n_ref": 18 + }, + "10": { + "Dice": 0.886546753190192, + "FN": 1996, + "FP": 3214, + "IoU": 0.7962137213486662, + "TN": 2953378, + "TP": 20356, + "n_pred": 23570, + "n_ref": 22352 + }, + "11": { + "Dice": 0.0, + "FN": 2470, + "FP": 0, + "IoU": 0.0, + "TN": 2976474, + "TP": 0, + "n_pred": 0, + "n_ref": 2470 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 52, + "IoU": 0.0, + "TN": 2978892, + "TP": 0, + "n_pred": 52, + "n_ref": 0 + }, + "13": { + "Dice": 0.809535407659989, + "FN": 703, + "FP": 5553, + "IoU": 0.6800163674492353, + "TN": 2959393, + "TP": 13295, + "n_pred": 18848, + "n_ref": 13998 + }, + "14": { + "Dice": 0.8282608131600114, + "FN": 2671, + "FP": 3948, + "IoU": 0.7068644818423383, + "TN": 2956364, + "TP": 15961, + "n_pred": 19909, + "n_ref": 18632 + }, + "15": { + "Dice": 0.8950105157219721, + "FN": 1747, + "FP": 6390, + "IoU": 0.809971975712284, + "TN": 2936124, + "TP": 34683, + "n_pred": 41073, + "n_ref": 36430 + }, + "2": { + "Dice": 0.942005287308299, + "FN": 5676, + "FP": 2375, + "IoU": 0.8903686152756785, + "TN": 2905507, + "TP": 65386, + "n_pred": 67761, + "n_ref": 71062 + }, + "3": { + "Dice": 0.8745074058975404, + "FN": 416, + "FP": 3278, + "IoU": 0.7769996981587685, + "TN": 2962379, + "TP": 12871, + "n_pred": 16149, + "n_ref": 13287 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8341341811481628, + "FN": 2702, + "FP": 1889, + "IoU": 0.7154632785869228, + "TN": 2962809, + "TP": 11544, + "n_pred": 13433, + "n_ref": 14246 + }, + "6": { + "Dice": 0.933062231297741, + "FN": 10817, + "FP": 12195, + "IoU": 0.8745235745404778, + "TN": 2795547, + "TP": 160385, + "n_pred": 172580, + "n_ref": 171202 + }, + "7": { + "Dice": 0.8292969323352415, + "FN": 2568, + "FP": 2084, + "IoU": 0.7083751253761283, + "TN": 2962992, + "TP": 11300, + "n_pred": 13384, + "n_ref": 13868 + }, + "8": { + "Dice": 0.9383331457331683, + "FN": 3685, + "FP": 3985, + "IoU": 0.8838301223797407, + "TN": 2912920, + "TP": 58354, + "n_pred": 62339, + "n_ref": 62039 + }, + "9": { + "Dice": 0.7809822643313273, + "FN": 6416, + "FP": 11453, + "IoU": 0.6406652187902188, + "TN": 2929216, + "TP": 31859, + "n_pred": 43312, + "n_ref": 38275 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9602680604654189, + "FN": 8003, + "FP": 6653, + "IoU": 0.923572724807576, + "TN": 3663340, + "TP": 177108, + "n_pred": 183761, + "n_ref": 185111 + }, + "10": { + "Dice": 0.526386156578872, + "FN": 9482, + "FP": 15315, + "IoU": 0.35720766259688413, + "TN": 3816527, + "TP": 13780, + "n_pred": 29095, + "n_ref": 23262 + }, + "11": { + "Dice": 0.0, + "FN": 1867, + "FP": 0, + "IoU": 0.0, + "TN": 3853237, + "TP": 0, + "n_pred": 0, + "n_ref": 1867 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 3855099, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "13": { + "Dice": 0.526872852233677, + "FN": 15971, + "FP": 4681, + "IoU": 0.3576560604646823, + "TN": 3822953, + "TP": 11499, + "n_pred": 16180, + "n_ref": 27470 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9516108312768331, + "FN": 3566, + "FP": 3591, + "IoU": 0.9076885374882305, + "TN": 3777573, + "TP": 70374, + "n_pred": 73965, + "n_ref": 73940 + }, + "3": { + "Dice": 0.9674758351437297, + "FN": 1419, + "FP": 1680, + "IoU": 0.9370006708544246, + "TN": 3805913, + "TP": 46092, + "n_pred": 47772, + "n_ref": 47511 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3855104, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.839630314232902, + "FN": 1264, + "FP": 905, + "IoU": 0.7235886325984453, + "TN": 3847257, + "TP": 5678, + "n_pred": 6583, + "n_ref": 6942 + }, + "6": { + "Dice": 0.4624884975394737, + "FN": 3696, + "FP": 305307, + "IoU": 0.30080327646286825, + "TN": 3413164, + "TP": 132937, + "n_pred": 438244, + "n_ref": 136633 + }, + "7": { + "Dice": 0.6230154317847925, + "FN": 301312, + "FP": 17390, + "IoU": 0.45244910231079805, + "TN": 3273054, + "TP": 263348, + "n_pred": 280738, + "n_ref": 564660 + }, + "8": { + "Dice": 0.9483556436952569, + "FN": 645, + "FP": 605, + "IoU": 0.9017836096487782, + "TN": 3842377, + "TP": 11477, + "n_pred": 12082, + "n_ref": 12122 + }, + "9": { + "Dice": 0.623951182303585, + "FN": 1167, + "FP": 805, + "IoU": 0.4534368070953437, + "TN": 3851496, + "TP": 1636, + "n_pred": 2441, + "n_ref": 2803 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7906976744186046, + "FN": 45, + "FP": 27, + "IoU": 0.6538461538461539, + "TN": 1752112, + "TP": 136, + "n_pred": 163, + "n_ref": 181 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 1752314, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9421579887697805, + "FN": 4667, + "FP": 2585, + "IoU": 0.8906414935006183, + "TN": 1686006, + "TP": 59062, + "n_pred": 61647, + "n_ref": 63729 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7869682258472724, + "FN": 1139, + "FP": 8120, + "IoU": 0.6487614278669246, + "TN": 1725959, + "TP": 17102, + "n_pred": 25222, + "n_ref": 18241 + }, + "7": { + "Dice": 0.9481223611323462, + "FN": 921, + "FP": 3490, + "IoU": 0.9013618372503858, + "TN": 1707601, + "TP": 40308, + "n_pred": 43798, + "n_ref": 41229 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8619431045928978, + "FN": 45729, + "FP": 4388, + "IoU": 0.7573813823117923, + "TN": 5225625, + "TP": 156450, + "n_pred": 160838, + "n_ref": 202179 + }, + "10": { + "Dice": 0.5644355644355644, + "FN": 290, + "FP": 3198, + "IoU": 0.39318023660403617, + "TN": 5426444, + "TP": 2260, + "n_pred": 5458, + "n_ref": 2550 + }, + "11": { + "Dice": 0.0, + "FN": 2752, + "FP": 0, + "IoU": 0.0, + "TN": 5429440, + "TP": 0, + "n_pred": 0, + "n_ref": 2752 + }, + "12": { + "Dice": 0.3359858532272325, + "FN": 1616, + "FP": 637, + "IoU": 0.20191285866099895, + "TN": 5429369, + "TP": 570, + "n_pred": 1207, + "n_ref": 2186 + }, + "13": { + "Dice": 0.40226318671290384, + "FN": 2421, + "FP": 854, + "IoU": 0.25177061914553345, + "TN": 5427815, + "TP": 1102, + "n_pred": 1956, + "n_ref": 3523 + }, + "14": { + "Dice": 0.8946269821173153, + "FN": 3816, + "FP": 11581, + "IoU": 0.8093439659228807, + "TN": 5351434, + "TP": 65361, + "n_pred": 76942, + "n_ref": 69177 + }, + "15": { + "Dice": 0.49989836021141076, + "FN": 733, + "FP": 28789, + "IoU": 0.3332429929760372, + "TN": 5387915, + "TP": 14755, + "n_pred": 43544, + "n_ref": 15488 + }, + "2": { + "Dice": 0.8963057892684014, + "FN": 877, + "FP": 984, + "IoU": 0.8120961227786753, + "TN": 5422288, + "TP": 8043, + "n_pred": 9027, + "n_ref": 8920 + }, + "3": { + "Dice": 0.9214805934362356, + "FN": 9016, + "FP": 4083, + "IoU": 0.8543940774993887, + "TN": 5342230, + "TP": 76863, + "n_pred": 80946, + "n_ref": 85879 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5432192, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5432192, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9410752105182901, + "FN": 7924, + "FP": 26854, + "IoU": 0.8887082631986534, + "TN": 5119698, + "TP": 277716, + "n_pred": 304570, + "n_ref": 285640 + }, + "7": { + "Dice": 0.8655155028989161, + "FN": 902, + "FP": 5500, + "IoU": 0.7629152316409288, + "TN": 5405189, + "TP": 20601, + "n_pred": 26101, + "n_ref": 21503 + }, + "8": { + "Dice": 0.8627263554776698, + "FN": 910, + "FP": 1675, + "IoU": 0.7585917071348525, + "TN": 5421484, + "TP": 8123, + "n_pred": 9798, + "n_ref": 9033 + }, + "9": { + "Dice": 0.8815975528814244, + "FN": 1961, + "FP": 2142, + "IoU": 0.7882650428320777, + "TN": 5412814, + "TP": 15275, + "n_pred": 17417, + "n_ref": 17236 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9494391125802674, + "FN": 9492, + "FP": 1429, + "IoU": 0.903744965141593, + "TN": 2164557, + "TP": 102538, + "n_pred": 103967, + "n_ref": 112030 + }, + "10": { + "Dice": 0.7911056867157404, + "FN": 3546, + "FP": 1931, + "IoU": 0.654404341241797, + "TN": 2262168, + "TP": 10371, + "n_pred": 12302, + "n_ref": 13917 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.14332603938730853, + "FN": 1566, + "FP": 0, + "IoU": 0.07719505008839128, + "TN": 2276319, + "TP": 131, + "n_pred": 131, + "n_ref": 1697 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 70, + "IoU": 0.0, + "TN": 2277946, + "TP": 0, + "n_pred": 70, + "n_ref": 0 + }, + "14": { + "Dice": 0.5807324840764331, + "FN": 18674, + "FP": 2390, + "IoU": 0.40917760574441825, + "TN": 2242364, + "TP": 14588, + "n_pred": 16978, + "n_ref": 33262 + }, + "15": { + "Dice": 0.0021106588270767375, + "FN": 109, + "FP": 13129, + "IoU": 0.001056444310292786, + "TN": 2264764, + "TP": 14, + "n_pred": 13143, + "n_ref": 123 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9594737318567247, + "FN": 1663, + "FP": 2366, + "IoU": 0.9221042862942985, + "TN": 2226293, + "TP": 47694, + "n_pred": 50060, + "n_ref": 49357 + }, + "4": { + "Dice": 0.11717386355012521, + "FN": 935, + "FP": 22331, + "IoU": 0.06223297057638049, + "TN": 2253206, + "TP": 1544, + "n_pred": 23875, + "n_ref": 2479 + }, + "5": { + "Dice": 0.8474104090160821, + "FN": 747, + "FP": 458, + "IoU": 0.7352230279059547, + "TN": 2273465, + "TP": 3346, + "n_pred": 3804, + "n_ref": 4093 + }, + "6": { + "Dice": 0.923994851185886, + "FN": 65955, + "FP": 12400, + "IoU": 0.8587271652038454, + "TN": 1723380, + "TP": 476281, + "n_pred": 488681, + "n_ref": 542236 + }, + "7": { + "Dice": 0.9164979332095436, + "FN": 7407, + "FP": 1542, + "IoU": 0.8458663451601791, + "TN": 2219956, + "TP": 49111, + "n_pred": 50653, + "n_ref": 56518 + }, + "8": { + "Dice": 0.9444610133545416, + "FN": 2126, + "FP": 1226, + "IoU": 0.8947665839952281, + "TN": 2246163, + "TP": 28501, + "n_pred": 29727, + "n_ref": 30627 + }, + "9": { + "Dice": 0.775763002760988, + "FN": 2067, + "FP": 938, + "IoU": 0.6336706083140314, + "TN": 2269813, + "TP": 5198, + "n_pred": 6136, + "n_ref": 7265 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.927838519764508, + "FN": 173, + "FP": 256, + "IoU": 0.8653906495136492, + "TN": 2625293, + "TP": 2758, + "n_pred": 3014, + "n_ref": 2931 + }, + "10": { + "Dice": 0.84665950319196, + "FN": 7539, + "FP": 2165, + "IoU": 0.734093275606949, + "TN": 2591986, + "TP": 26790, + "n_pred": 28955, + "n_ref": 34329 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.08350515463917525, + "FN": 1776, + "FP": 2, + "IoU": 0.04357181280258203, + "TN": 2626621, + "TP": 81, + "n_pred": 83, + "n_ref": 1857 + }, + "13": { + "Dice": 0.0, + "FN": 765, + "FP": 130, + "IoU": 0.0, + "TN": 2627585, + "TP": 0, + "n_pred": 130, + "n_ref": 765 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 2628471, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "3": { + "Dice": 0.9375624323102321, + "FN": 2822, + "FP": 9054, + "IoU": 0.8824635543987094, + "TN": 2527439, + "TP": 89165, + "n_pred": 98219, + "n_ref": 91987 + }, + "4": { + "Dice": 0.7961645262061784, + "FN": 520, + "FP": 4178, + "IoU": 0.6613565919411807, + "TN": 2614607, + "TP": 9175, + "n_pred": 13353, + "n_ref": 9695 + }, + "5": { + "Dice": 0.4288681204569055, + "FN": 94, + "FP": 1006, + "IoU": 0.2729676140118969, + "TN": 2626967, + "TP": 413, + "n_pred": 1419, + "n_ref": 507 + }, + "6": { + "Dice": 0.9250062795983508, + "FN": 4991, + "FP": 7250, + "IoU": 0.8604759842250439, + "TN": 2540746, + "TP": 75493, + "n_pred": 82743, + "n_ref": 80484 + }, + "7": { + "Dice": 0.9254291092982909, + "FN": 3591, + "FP": 6510, + "IoU": 0.8612080573799775, + "TN": 2555702, + "TP": 62677, + "n_pred": 69187, + "n_ref": 66268 + }, + "8": { + "Dice": 0.9327991474076852, + "FN": 1012, + "FP": 2393, + "IoU": 0.874061471317084, + "TN": 2601443, + "TP": 23632, + "n_pred": 26025, + "n_ref": 24644 + }, + "9": { + "Dice": 0.0, + "FN": 144, + "FP": 0, + "IoU": 0.0, + "TN": 2628336, + "TP": 0, + "n_pred": 0, + "n_ref": 144 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9375732432316839, + "FN": 14480, + "FP": 116, + "IoU": 0.8824827097574133, + "TN": 3906133, + "TP": 109607, + "n_pred": 109723, + "n_ref": 124087 + }, + "10": { + "Dice": 0.8432067110314061, + "FN": 5253, + "FP": 5326, + "IoU": 0.7289173606662396, + "TN": 3991311, + "TP": 28446, + "n_pred": 33772, + "n_ref": 33699 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8285325577031338, + "FN": 5263, + "FP": 2047, + "IoU": 0.7072604220896239, + "TN": 4005365, + "TP": 17661, + "n_pred": 19708, + "n_ref": 22924 + }, + "14": { + "Dice": 0.8889053528431191, + "FN": 795, + "FP": 2204, + "IoU": 0.8000266720010669, + "TN": 4015339, + "TP": 11998, + "n_pred": 14202, + "n_ref": 12793 + }, + "15": { + "Dice": 0.8361057774567023, + "FN": 307, + "FP": 8314, + "IoU": 0.7183692136813564, + "TN": 3999725, + "TP": 21990, + "n_pred": 30304, + "n_ref": 22297 + }, + "2": { + "Dice": 0.9257829524936181, + "FN": 11399, + "FP": 521, + "IoU": 0.8618211325566568, + "TN": 3944071, + "TP": 74345, + "n_pred": 74866, + "n_ref": 85744 + }, + "3": { + "Dice": 0.8654482248712594, + "FN": 422, + "FP": 9951, + "IoU": 0.7628106921546658, + "TN": 3986603, + "TP": 33360, + "n_pred": 43311, + "n_ref": 33782 + }, + "4": { + "Dice": 0.8454302551151129, + "FN": 148, + "FP": 4075, + "IoU": 0.732247020035506, + "TN": 4014564, + "TP": 11549, + "n_pred": 15624, + "n_ref": 11697 + }, + "5": { + "Dice": 0.8381864623243933, + "FN": 694, + "FP": 1840, + "IoU": 0.7214466307573926, + "TN": 4021239, + "TP": 6563, + "n_pred": 8403, + "n_ref": 7257 + }, + "6": { + "Dice": 0.9706152801853136, + "FN": 19086, + "FP": 16801, + "IoU": 0.9429081872907996, + "TN": 3401752, + "TP": 592697, + "n_pred": 609498, + "n_ref": 611783 + }, + "7": { + "Dice": 0.935826200772498, + "FN": 4043, + "FP": 958, + "IoU": 0.8793922585312914, + "TN": 3988871, + "TP": 36464, + "n_pred": 37422, + "n_ref": 40507 + }, + "8": { + "Dice": 0.9648921866440914, + "FN": 1952, + "FP": 163, + "IoU": 0.9321658808813624, + "TN": 3999157, + "TP": 29064, + "n_pred": 29227, + "n_ref": 31016 + }, + "9": { + "Dice": 0.9125009588585747, + "FN": 5275, + "FP": 1569, + "IoU": 0.8390820813054007, + "TN": 3987805, + "TP": 35687, + "n_pred": 37256, + "n_ref": 40962 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9431247144814984, + "FN": 225, + "FP": 273, + "IoU": 0.8923708666522585, + "TN": 2098157, + "TP": 4129, + "n_pred": 4402, + "n_ref": 4354 + }, + "10": { + "Dice": 0.8133249756992705, + "FN": 15797, + "FP": 4752, + "IoU": 0.6853813883700278, + "TN": 2037470, + "TP": 44765, + "n_pred": 49517, + "n_ref": 60562 + }, + "11": { + "Dice": 0.0, + "FN": 3577, + "FP": 0, + "IoU": 0.0, + "TN": 2099207, + "TP": 0, + "n_pred": 0, + "n_ref": 3577 + }, + "12": { + "Dice": 0.5876617288580537, + "FN": 1706, + "FP": 493, + "IoU": 0.41609134360063726, + "TN": 2099018, + "TP": 1567, + "n_pred": 2060, + "n_ref": 3273 + }, + "13": { + "Dice": 0.30408108829021074, + "FN": 108, + "FP": 2501, + "IoU": 0.17930166719094054, + "TN": 2099605, + "TP": 570, + "n_pred": 3071, + "n_ref": 678 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.943089757360987, + "FN": 4411, + "FP": 1258, + "IoU": 0.8923082768184495, + "TN": 2050143, + "TP": 46972, + "n_pred": 48230, + "n_ref": 51383 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 8810, + "IoU": 0.0, + "TN": 2093974, + "TP": 0, + "n_pred": 8810, + "n_ref": 0 + }, + "4": { + "Dice": 0.898697895340267, + "FN": 60, + "FP": 1177, + "IoU": 0.8160321237358715, + "TN": 2096060, + "TP": 5487, + "n_pred": 6664, + "n_ref": 5547 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9701108576063301, + "FN": 5758, + "FP": 3897, + "IoU": 0.9419565831635015, + "TN": 1936443, + "TP": 156686, + "n_pred": 160583, + "n_ref": 162444 + }, + "7": { + "Dice": 0.9057617136873102, + "FN": 3810, + "FP": 5279, + "IoU": 0.8277554578532443, + "TN": 2050016, + "TP": 43679, + "n_pred": 48958, + "n_ref": 47489 + }, + "8": { + "Dice": 0.9439411536972513, + "FN": 1292, + "FP": 156, + "IoU": 0.8938338587873011, + "TN": 2089145, + "TP": 12191, + "n_pred": 12347, + "n_ref": 13483 + }, + "9": { + "Dice": 0.7925966249319543, + "FN": 29, + "FP": 352, + "IoU": 0.6564472497745717, + "TN": 2101675, + "TP": 728, + "n_pred": 1080, + "n_ref": 757 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.34982240878269294, + "FN": 100677, + "FP": 3, + "IoU": 0.2119907642938207, + "TN": 2851179, + "TP": 27085, + "n_pred": 27088, + "n_ref": 127762 + }, + "10": { + "Dice": 0.5004734848484849, + "FN": 237, + "FP": 1873, + "IoU": 0.3337543416482476, + "TN": 2975777, + "TP": 1057, + "n_pred": 2930, + "n_ref": 1294 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7430846605196982, + "FN": 208, + "FP": 2244, + "IoU": 0.5911970656885629, + "TN": 2972946, + "TP": 3546, + "n_pred": 5790, + "n_ref": 3754 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 315, + "IoU": 0.0, + "TN": 2978629, + "TP": 0, + "n_pred": 315, + "n_ref": 0 + }, + "2": { + "Dice": 0.9574735782586814, + "FN": 71, + "FP": 267, + "IoU": 0.9184166063239199, + "TN": 2974801, + "TP": 3805, + "n_pred": 4072, + "n_ref": 3876 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9605917454002983, + "FN": 231, + "FP": 403, + "IoU": 0.9241717497906949, + "TN": 2970583, + "TP": 7727, + "n_pred": 8130, + "n_ref": 7958 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7128577509577585, + "FN": 2560, + "FP": 112116, + "IoU": 0.5538298128961221, + "TN": 2721921, + "TP": 142347, + "n_pred": 254463, + "n_ref": 144907 + }, + "7": { + "Dice": 0.8685881778212018, + "FN": 992, + "FP": 10037, + "IoU": 0.7677029360967185, + "TN": 2931466, + "TP": 36449, + "n_pred": 46486, + "n_ref": 37441 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9077997974078595, + "FN": 16869, + "FP": 880, + "IoU": 0.831166113367641, + "TN": 4450905, + "TP": 87378, + "n_pred": 88258, + "n_ref": 104247 + }, + "10": { + "Dice": 0.7399595650510901, + "FN": 8474, + "FP": 1044, + "IoU": 0.5872506504770165, + "TN": 4532972, + "TP": 13542, + "n_pred": 14586, + "n_ref": 22016 + }, + "11": { + "Dice": 0.0, + "FN": 2843, + "FP": 0, + "IoU": 0.0, + "TN": 4553189, + "TP": 0, + "n_pred": 0, + "n_ref": 2843 + }, + "12": { + "Dice": 0.0, + "FN": 20, + "FP": 653, + "IoU": 0.0, + "TN": 4555359, + "TP": 0, + "n_pred": 653, + "n_ref": 20 + }, + "13": { + "Dice": 0.851915432705107, + "FN": 5421, + "FP": 10710, + "IoU": 0.7420319521517328, + "TN": 4493501, + "TP": 46400, + "n_pred": 57110, + "n_ref": 51821 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 23341, + "IoU": 0.0, + "TN": 4532691, + "TP": 0, + "n_pred": 23341, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4556032, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9640850232103592, + "FN": 200, + "FP": 535, + "IoU": 0.9306603773584906, + "TN": 4545432, + "TP": 9865, + "n_pred": 10400, + "n_ref": 10065 + }, + "3": { + "Dice": 0.9742868173823517, + "FN": 798, + "FP": 2199, + "IoU": 0.9498628211991434, + "TN": 4496256, + "TP": 56779, + "n_pred": 58978, + "n_ref": 57577 + }, + "4": { + "Dice": 0.7822343463620477, + "FN": 9307, + "FP": 911, + "IoU": 0.6423521176058803, + "TN": 4527462, + "TP": 18352, + "n_pred": 19263, + "n_ref": 27659 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4556032, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9360014444277832, + "FN": 6203, + "FP": 14710, + "IoU": 0.8797017998999097, + "TN": 4382189, + "TP": 152930, + "n_pred": 167640, + "n_ref": 159133 + }, + "7": { + "Dice": 0.8404962591154466, + "FN": 3872, + "FP": 12970, + "IoU": 0.7248758494511239, + "TN": 4494816, + "TP": 44374, + "n_pred": 57344, + "n_ref": 48246 + }, + "8": { + "Dice": 0.8954186727552489, + "FN": 1023, + "FP": 1084, + "IoU": 0.8106407836793386, + "TN": 4544905, + "TP": 9020, + "n_pred": 10104, + "n_ref": 10043 + }, + "9": { + "Dice": 0.922868274966382, + "FN": 537, + "FP": 6174, + "IoU": 0.8567831153033568, + "TN": 4509173, + "TP": 40148, + "n_pred": 46322, + "n_ref": 40685 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6626093303040648, + "FN": 85885, + "FP": 98, + "IoU": 0.4954493442478655, + "TN": 6663633, + "TP": 84432, + "n_pred": 84530, + "n_ref": 170317 + }, + "10": { + "Dice": 0.7418958672493075, + "FN": 18785, + "FP": 8326, + "IoU": 0.5896935300794551, + "TN": 6767973, + "TP": 38964, + "n_pred": 47290, + "n_ref": 57749 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 6834048, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.012269938650306749, + "FN": 1842, + "FP": 573, + "IoU": 0.006172839506172839, + "TN": 6831618, + "TP": 15, + "n_pred": 588, + "n_ref": 1857 + }, + "13": { + "Dice": 0.3808997050147493, + "FN": 7560, + "FP": 29378, + "IoU": 0.23525392849009338, + "TN": 6785747, + "TP": 11363, + "n_pred": 40741, + "n_ref": 18923 + }, + "14": { + "Dice": 0.9085680767965207, + "FN": 4013, + "FP": 2378, + "IoU": 0.8324551055184166, + "TN": 6795903, + "TP": 31754, + "n_pred": 34132, + "n_ref": 35767 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2711, + "IoU": 0.0, + "TN": 6831337, + "TP": 0, + "n_pred": 2711, + "n_ref": 0 + }, + "2": { + "Dice": 0.8637354982182568, + "FN": 46566, + "FP": 4292, + "IoU": 0.7601535530361623, + "TN": 6622004, + "TP": 161186, + "n_pred": 165478, + "n_ref": 207752 + }, + "3": { + "Dice": 0.11123939561267004, + "FN": 1857, + "FP": 15848, + "IoU": 0.05889544463934513, + "TN": 6815235, + "TP": 1108, + "n_pred": 16956, + "n_ref": 2965 + }, + "4": { + "Dice": 0.0, + "FN": 27, + "FP": 24808, + "IoU": 0.0, + "TN": 6809213, + "TP": 0, + "n_pred": 24808, + "n_ref": 27 + }, + "5": { + "Dice": 0.7861160653038826, + "FN": 7016, + "FP": 2338, + "IoU": 0.6476039783001808, + "TN": 6807504, + "TP": 17190, + "n_pred": 19528, + "n_ref": 24206 + }, + "6": { + "Dice": 0.7653907395280344, + "FN": 654379, + "FP": 51389, + "IoU": 0.6199457302267775, + "TN": 4977029, + "TP": 1151251, + "n_pred": 1202640, + "n_ref": 1805630 + }, + "7": { + "Dice": 0.432581605368044, + "FN": 98609, + "FP": 13859, + "IoU": 0.27598349416437595, + "TN": 6678709, + "TP": 42871, + "n_pred": 56730, + "n_ref": 141480 + }, + "8": { + "Dice": 0.9356353914812487, + "FN": 4851, + "FP": 1192, + "IoU": 0.8790553387371159, + "TN": 6784083, + "TP": 43922, + "n_pred": 45114, + "n_ref": 48773 + }, + "9": { + "Dice": 0.6836525745488674, + "FN": 20216, + "FP": 9446, + "IoU": 0.5193557273183932, + "TN": 6772335, + "TP": 32051, + "n_pred": 41497, + "n_ref": 52267 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9750069720189639, + "FN": 1759, + "FP": 2005, + "IoU": 0.95123278442144, + "TN": 3953153, + "TP": 73419, + "n_pred": 75424, + "n_ref": 75178 + }, + "10": { + "Dice": 0.8087431693989071, + "FN": 1179, + "FP": 2951, + "IoU": 0.6788990825688074, + "TN": 4017474, + "TP": 8732, + "n_pred": 11683, + "n_ref": 9911 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 4030313, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "13": { + "Dice": 0.7925707759812466, + "FN": 6999, + "FP": 3354, + "IoU": 0.6564117881322182, + "TN": 4000204, + "TP": 19779, + "n_pred": 23133, + "n_ref": 26778 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9538522946848947, + "FN": 6674, + "FP": 3500, + "IoU": 0.9117759278529309, + "TN": 3915016, + "TP": 105146, + "n_pred": 108646, + "n_ref": 111820 + }, + "3": { + "Dice": 0.9323567829818996, + "FN": 1677, + "FP": 2673, + "IoU": 0.873284977715634, + "TN": 3996007, + "TP": 29979, + "n_pred": 32652, + "n_ref": 31656 + }, + "4": { + "Dice": 0.9067247593412108, + "FN": 5302, + "FP": 2876, + "IoU": 0.8293654933544766, + "TN": 3982409, + "TP": 39749, + "n_pred": 42625, + "n_ref": 45051 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9563395435755139, + "FN": 3464, + "FP": 10414, + "IoU": 0.9163320672816061, + "TN": 3864466, + "TP": 151992, + "n_pred": 162406, + "n_ref": 155456 + }, + "7": { + "Dice": 0.0015907978463044542, + "FN": 84, + "FP": 65188, + "IoU": 0.0007960320862163983, + "TN": 3965012, + "TP": 52, + "n_pred": 65240, + "n_ref": 136 + }, + "8": { + "Dice": 0.8319360794164825, + "FN": 3172, + "FP": 2381, + "IoU": 0.7122350624449396, + "TN": 4011039, + "TP": 13744, + "n_pred": 16125, + "n_ref": 16916 + }, + "9": { + "Dice": 0.866933032224442, + "FN": 2705, + "FP": 359, + "IoU": 0.7651207359141433, + "TN": 4017291, + "TP": 9981, + "n_pred": 10340, + "n_ref": 12686 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7894736842105263, + "FN": 0, + "FP": 8, + "IoU": 0.6521739130434783, + "TN": 2102761, + "TP": 15, + "n_pred": 23, + "n_ref": 15 + }, + "10": { + "Dice": 0.7746893961282866, + "FN": 2177, + "FP": 13419, + "IoU": 0.632239200150915, + "TN": 2060376, + "TP": 26812, + "n_pred": 40231, + "n_ref": 28989 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7691572960534885, + "FN": 4317, + "FP": 6317, + "IoU": 0.6249029982363316, + "TN": 2074434, + "TP": 17716, + "n_pred": 24033, + "n_ref": 22033 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9030033370411569, + "FN": 6599, + "FP": 377, + "IoU": 0.8231596025147029, + "TN": 2063336, + "TP": 32472, + "n_pred": 32849, + "n_ref": 39071 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.932852472154677, + "FN": 4371, + "FP": 3002, + "IoU": 0.8741551170888237, + "TN": 2044196, + "TP": 51215, + "n_pred": 54217, + "n_ref": 55586 + }, + "7": { + "Dice": 0.7740932034276323, + "FN": 9247, + "FP": 13847, + "IoU": 0.6314453966582084, + "TN": 2040123, + "TP": 39567, + "n_pred": 53414, + "n_ref": 48814 + }, + "8": { + "Dice": 0.9167402177110915, + "FN": 33, + "FP": 250, + "IoU": 0.846279196089082, + "TN": 2100943, + "TP": 1558, + "n_pred": 1808, + "n_ref": 1591 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 698, + "IoU": 0.0, + "TN": 2102086, + "TP": 0, + "n_pred": 698, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8360406448592698, + "FN": 52714, + "FP": 873, + "IoU": 0.7182730575314522, + "TN": 2613503, + "TP": 136622, + "n_pred": 137495, + "n_ref": 189336 + }, + "10": { + "Dice": 0.8327496303214258, + "FN": 401, + "FP": 1748, + "IoU": 0.713428457127617, + "TN": 2796213, + "TP": 5350, + "n_pred": 7098, + "n_ref": 5751 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5123937677053825, + "FN": 2329, + "FP": 425, + "IoU": 0.3444417995715306, + "TN": 2799511, + "TP": 1447, + "n_pred": 1872, + "n_ref": 3776 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 34, + "IoU": 0.0, + "TN": 2803678, + "TP": 0, + "n_pred": 34, + "n_ref": 0 + }, + "3": { + "Dice": 0.9728536983365401, + "FN": 3171, + "FP": 2402, + "IoU": 0.9471422880664682, + "TN": 2698278, + "TP": 99861, + "n_pred": 102263, + "n_ref": 103032 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7559589109404607, + "FN": 1695, + "FP": 3199, + "IoU": 0.6076639409972743, + "TN": 2791238, + "TP": 7580, + "n_pred": 10779, + "n_ref": 9275 + }, + "6": { + "Dice": 0.5496340118319463, + "FN": 2766, + "FP": 51132, + "IoU": 0.3789622869784645, + "TN": 2716925, + "TP": 32889, + "n_pred": 84021, + "n_ref": 35655 + }, + "7": { + "Dice": 0.6537769784172662, + "FN": 518, + "FP": 252, + "IoU": 0.48563794255177023, + "TN": 2802215, + "TP": 727, + "n_pred": 979, + "n_ref": 1245 + }, + "8": { + "Dice": 0.9770316767762761, + "FN": 1331, + "FP": 1259, + "IoU": 0.9550947518074796, + "TN": 2746035, + "TP": 55087, + "n_pred": 56346, + "n_ref": 56418 + }, + "9": { + "Dice": 0.8300748954381869, + "FN": 2820, + "FP": 2421, + "IoU": 0.7095111406717659, + "TN": 2785670, + "TP": 12801, + "n_pred": 15222, + "n_ref": 15621 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9729021932855636, + "FN": 2708, + "FP": 1017, + "IoU": 0.9472342233869254, + "TN": 2032189, + "TP": 66870, + "n_pred": 67887, + "n_ref": 69578 + }, + "10": { + "Dice": 0.516298402975279, + "FN": 2261, + "FP": 8794, + "IoU": 0.3479799469183132, + "TN": 2085829, + "TP": 5900, + "n_pred": 14694, + "n_ref": 8161 + }, + "11": { + "Dice": 0.0, + "FN": 1879, + "FP": 0, + "IoU": 0.0, + "TN": 2100905, + "TP": 0, + "n_pred": 0, + "n_ref": 1879 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 393, + "IoU": 0.0, + "TN": 2102391, + "TP": 0, + "n_pred": 393, + "n_ref": 0 + }, + "13": { + "Dice": 0.7580859895058344, + "FN": 2139, + "FP": 950, + "IoU": 0.6104174549123471, + "TN": 2094855, + "TP": 4840, + "n_pred": 5790, + "n_ref": 6979 + }, + "14": { + "Dice": 0.39986559139784944, + "FN": 26790, + "FP": 0, + "IoU": 0.249895002099958, + "TN": 2067069, + "TP": 8925, + "n_pred": 8925, + "n_ref": 35715 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 2102780, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "2": { + "Dice": 0.9145769622833843, + "FN": 1120, + "FP": 137, + "IoU": 0.8425995492111195, + "TN": 2094798, + "TP": 6729, + "n_pred": 6866, + "n_ref": 7849 + }, + "3": { + "Dice": 0.9120138017565872, + "FN": 1651, + "FP": 2837, + "IoU": 0.8382586132333862, + "TN": 2075036, + "TP": 23260, + "n_pred": 26097, + "n_ref": 24911 + }, + "4": { + "Dice": 0.0, + "FN": 1115, + "FP": 0, + "IoU": 0.0, + "TN": 2101669, + "TP": 0, + "n_pred": 0, + "n_ref": 1115 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9123335197052457, + "FN": 4420, + "FP": 7810, + "IoU": 0.8387989666262455, + "TN": 2026916, + "TP": 63638, + "n_pred": 71448, + "n_ref": 68058 + }, + "7": { + "Dice": 0.8552591296741745, + "FN": 1150, + "FP": 12088, + "IoU": 0.7471202888307322, + "TN": 2050435, + "TP": 39111, + "n_pred": 51199, + "n_ref": 40261 + }, + "8": { + "Dice": 0.9097847474807704, + "FN": 1033, + "FP": 480, + "IoU": 0.8345001093852549, + "TN": 2093642, + "TP": 7629, + "n_pred": 8109, + "n_ref": 8662 + }, + "9": { + "Dice": 0.4990938745922436, + "FN": 6078, + "FP": 4978, + "IoU": 0.3325283747886984, + "TN": 2086220, + "TP": 5508, + "n_pred": 10486, + "n_ref": 11586 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5592203898050975, + "FN": 578, + "FP": 10, + "IoU": 0.3881373569198751, + "TN": 2802751, + "TP": 373, + "n_pred": 383, + "n_ref": 951 + }, + "10": { + "Dice": 0.7973793544263343, + "FN": 3076, + "FP": 4532, + "IoU": 0.6630348126494818, + "TN": 2781134, + "TP": 14970, + "n_pred": 19502, + "n_ref": 18046 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 48, + "IoU": 0.0, + "TN": 2803664, + "TP": 0, + "n_pred": 48, + "n_ref": 0 + }, + "13": { + "Dice": 0.5275486866726731, + "FN": 6181, + "FP": 636, + "IoU": 0.3582792054975054, + "TN": 2793089, + "TP": 3806, + "n_pred": 4442, + "n_ref": 9987 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9567422125633861, + "FN": 62, + "FP": 774, + "IoU": 0.9170717190754886, + "TN": 2793631, + "TP": 9245, + "n_pred": 10019, + "n_ref": 9307 + }, + "3": { + "Dice": 0.9635965222308617, + "FN": 2905, + "FP": 2760, + "IoU": 0.9297503751193562, + "TN": 2723071, + "TP": 74976, + "n_pred": 77736, + "n_ref": 77881 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7380176826430898, + "FN": 1091, + "FP": 598, + "IoU": 0.5848082595870207, + "TN": 2799644, + "TP": 2379, + "n_pred": 2977, + "n_ref": 3470 + }, + "6": { + "Dice": 0.7682908720646571, + "FN": 20111, + "FP": 34504, + "IoU": 0.6237599889776798, + "TN": 2658552, + "TP": 90545, + "n_pred": 125049, + "n_ref": 110656 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 88335, + "IoU": 0.0, + "TN": 2715377, + "TP": 0, + "n_pred": 88335, + "n_ref": 0 + }, + "8": { + "Dice": 0.956117407730311, + "FN": 146, + "FP": 156, + "IoU": 0.9159242761692651, + "TN": 2800120, + "TP": 3290, + "n_pred": 3446, + "n_ref": 3436 + }, + "9": { + "Dice": 0.8639743211817497, + "FN": 2908, + "FP": 1245, + "IoU": 0.7605235843616653, + "TN": 2786370, + "TP": 13189, + "n_pred": 14434, + "n_ref": 16097 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.13079766304995827, + "FN": 138, + "FP": 43602, + "IoU": 0.06997512279135039, + "TN": 3457609, + "TP": 3291, + "n_pred": 46893, + "n_ref": 3429 + }, + "10": { + "Dice": 0.8605857933579336, + "FN": 4539, + "FP": 297, + "IoU": 0.7552879263232466, + "TN": 3484878, + "TP": 14926, + "n_pred": 15223, + "n_ref": 19465 + }, + "11": { + "Dice": 0.0, + "FN": 1744, + "FP": 0, + "IoU": 0.0, + "TN": 3502896, + "TP": 0, + "n_pred": 0, + "n_ref": 1744 + }, + "12": { + "Dice": 0.3898573692551506, + "FN": 129, + "FP": 2181, + "IoU": 0.2421259842519685, + "TN": 3501592, + "TP": 738, + "n_pred": 2919, + "n_ref": 867 + }, + "13": { + "Dice": 0.8531151419558359, + "FN": 144, + "FP": 1346, + "IoU": 0.7438542203885165, + "TN": 3498823, + "TP": 4327, + "n_pred": 5673, + "n_ref": 4471 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.966064237072372, + "FN": 5069, + "FP": 2102, + "IoU": 0.9343561483325857, + "TN": 3395399, + "TP": 102070, + "n_pred": 104172, + "n_ref": 107139 + }, + "3": { + "Dice": 0.963139657017208, + "FN": 1617, + "FP": 2138, + "IoU": 0.9289000814193475, + "TN": 3451827, + "TP": 49058, + "n_pred": 51196, + "n_ref": 50675 + }, + "4": { + "Dice": 0.5041293270075557, + "FN": 14981, + "FP": 1951, + "IoU": 0.3370139786209327, + "TN": 3479101, + "TP": 8607, + "n_pred": 10558, + "n_ref": 23588 + }, + "5": { + "Dice": 0.14823438106325185, + "FN": 2195, + "FP": 0, + "IoU": 0.08005029337803855, + "TN": 3502254, + "TP": 191, + "n_pred": 191, + "n_ref": 2386 + }, + "6": { + "Dice": 0.7915435183876943, + "FN": 494247, + "FP": 11808, + "IoU": 0.6550037427343913, + "TN": 2037798, + "TP": 960787, + "n_pred": 972595, + "n_ref": 1455034 + }, + "7": { + "Dice": 0.22307759031964264, + "FN": 1280, + "FP": 285336, + "IoU": 0.12554154818711025, + "TN": 3176876, + "TP": 41148, + "n_pred": 326484, + "n_ref": 42428 + }, + "8": { + "Dice": 0.9337456794615244, + "FN": 5577, + "FP": 1707, + "IoU": 0.8757251074865215, + "TN": 3446028, + "TP": 51328, + "n_pred": 53035, + "n_ref": 56905 + }, + "9": { + "Dice": 0.6776119402985075, + "FN": 815, + "FP": 1561, + "IoU": 0.5124153498871332, + "TN": 3499767, + "TP": 2497, + "n_pred": 4058, + "n_ref": 3312 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9802640293169677, + "FN": 4670, + "FP": 694, + "IoU": 0.9612919986144787, + "TN": 2665136, + "TP": 133212, + "n_pred": 133906, + "n_ref": 137882 + }, + "10": { + "Dice": 0.8662973131986664, + "FN": 1641, + "FP": 3813, + "IoU": 0.7641309518661074, + "TN": 2780589, + "TP": 17669, + "n_pred": 21482, + "n_ref": 19310 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6643987575802396, + "FN": 2203, + "FP": 66, + "IoU": 0.497452934662237, + "TN": 2799197, + "TP": 2246, + "n_pred": 2312, + "n_ref": 4449 + }, + "13": { + "Dice": 0.5775904323105577, + "FN": 338, + "FP": 3971, + "IoU": 0.4060647829083391, + "TN": 2796457, + "TP": 2946, + "n_pred": 6917, + "n_ref": 3284 + }, + "14": { + "Dice": 0.25939661557672344, + "FN": 572902, + "FP": 31, + "IoU": 0.1490268362672814, + "TN": 2130444, + "TP": 100335, + "n_pred": 100366, + "n_ref": 673237 + }, + "15": { + "Dice": 0.44439057332340565, + "FN": 59147, + "FP": 5027, + "IoU": 0.2856697611255816, + "TN": 2713874, + "TP": 25664, + "n_pred": 30691, + "n_ref": 84811 + }, + "2": { + "Dice": 0.9051367069566415, + "FN": 8562, + "FP": 393, + "IoU": 0.8267120769394508, + "TN": 2752035, + "TP": 42722, + "n_pred": 43115, + "n_ref": 51284 + }, + "3": { + "Dice": 0.8347777467151244, + "FN": 1454, + "FP": 8002, + "IoU": 0.7164107485604606, + "TN": 2770368, + "TP": 23888, + "n_pred": 31890, + "n_ref": 25342 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 7.839386646388787e-05, + "FN": 0, + "FP": 127551, + "IoU": 3.9198469691743235e-05, + "TN": 2676156, + "TP": 5, + "n_pred": 127556, + "n_ref": 5 + }, + "7": { + "Dice": 0.18759856390296278, + "FN": 1333, + "FP": 95515, + "IoU": 0.10350828473572156, + "TN": 2695682, + "TP": 11182, + "n_pred": 106697, + "n_ref": 12515 + }, + "8": { + "Dice": 0.9599203385611152, + "FN": 536, + "FP": 108, + "IoU": 0.922929631402585, + "TN": 2795356, + "TP": 7712, + "n_pred": 7820, + "n_ref": 8248 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9492409051847608, + "FN": 663, + "FP": 1109, + "IoU": 0.9033858568235101, + "TN": 1733979, + "TP": 16569, + "n_pred": 17678, + "n_ref": 17232 + }, + "10": { + "Dice": 0.7764595795876081, + "FN": 4376, + "FP": 2313, + "IoU": 0.6346006773735388, + "TN": 1734014, + "TP": 11617, + "n_pred": 13930, + "n_ref": 15993 + }, + "11": { + "Dice": 0.0, + "FN": 236, + "FP": 0, + "IoU": 0.0, + "TN": 1752084, + "TP": 0, + "n_pred": 0, + "n_ref": 236 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 50, + "IoU": 0.0, + "TN": 1752270, + "TP": 0, + "n_pred": 50, + "n_ref": 0 + }, + "13": { + "Dice": 0.7794423877834336, + "FN": 11384, + "FP": 3868, + "IoU": 0.638595327235676, + "TN": 1710118, + "TP": 26950, + "n_pred": 30818, + "n_ref": 38334 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9612049292560475, + "FN": 416, + "FP": 2219, + "IoU": 0.9253075571177505, + "TN": 1717042, + "TP": 32643, + "n_pred": 34862, + "n_ref": 33059 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1752320, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2846, + "IoU": 0.0, + "TN": 1749474, + "TP": 0, + "n_pred": 2846, + "n_ref": 0 + }, + "5": { + "Dice": 0.6389578163771712, + "FN": 213, + "FP": 951, + "IoU": 0.46946216955332726, + "TN": 1750126, + "TP": 1030, + "n_pred": 1981, + "n_ref": 1243 + }, + "6": { + "Dice": 0.9283183804922935, + "FN": 3448, + "FP": 2784, + "IoU": 0.8662259047782596, + "TN": 1705734, + "TP": 40354, + "n_pred": 43138, + "n_ref": 43802 + }, + "7": { + "Dice": 0.9443612223013514, + "FN": 2203, + "FP": 4594, + "IoU": 0.8945874689826303, + "TN": 1687840, + "TP": 57683, + "n_pred": 62277, + "n_ref": 59886 + }, + "8": { + "Dice": 0.9476159800402876, + "FN": 3208, + "FP": 1915, + "IoU": 0.9004469490866692, + "TN": 1700860, + "TP": 46337, + "n_pred": 48252, + "n_ref": 49545 + }, + "9": { + "Dice": 0.904617746130559, + "FN": 777, + "FP": 1460, + "IoU": 0.8258466329311016, + "TN": 1739475, + "TP": 10608, + "n_pred": 12068, + "n_ref": 11385 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9587285809978608, + "FN": 1409, + "FP": 2411, + "IoU": 0.9207287970283675, + "TN": 1528899, + "TP": 44369, + "n_pred": 46780, + "n_ref": 45778 + }, + "10": { + "Dice": 0.8210867052023121, + "FN": 4033, + "FP": 3705, + "IoU": 0.6964776025731545, + "TN": 1551594, + "TP": 17756, + "n_pred": 21461, + "n_ref": 21789 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 58, + "IoU": 0.0, + "TN": 1577030, + "TP": 0, + "n_pred": 58, + "n_ref": 0 + }, + "13": { + "Dice": 0.6134304923708684, + "FN": 12041, + "FP": 7163, + "IoU": 0.44240875700473276, + "TN": 1542647, + "TP": 15237, + "n_pred": 22400, + "n_ref": 27278 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.89316946348381, + "FN": 4087, + "FP": 2241, + "IoU": 0.8069613495622464, + "TN": 1544307, + "TP": 26453, + "n_pred": 28694, + "n_ref": 30540 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1577088, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8942114606676174, + "FN": 1126, + "FP": 24319, + "IoU": 0.8086640699020949, + "TN": 1444102, + "TP": 107541, + "n_pred": 131860, + "n_ref": 108667 + }, + "7": { + "Dice": 0.8928466073449188, + "FN": 13807, + "FP": 10530, + "IoU": 0.806434422969856, + "TN": 1451358, + "TP": 101393, + "n_pred": 111923, + "n_ref": 115200 + }, + "8": { + "Dice": 0.9232200744387081, + "FN": 981, + "FP": 1577, + "IoU": 0.8573897530244745, + "TN": 1559151, + "TP": 15379, + "n_pred": 16956, + "n_ref": 16360 + }, + "9": { + "Dice": 0.8704086685502899, + "FN": 1722, + "FP": 2727, + "IoU": 0.7705518308406395, + "TN": 1557698, + "TP": 14941, + "n_pred": 17668, + "n_ref": 16663 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8677141409021795, + "FN": 261, + "FP": 0, + "IoU": 0.7663384064458371, + "TN": 2101667, + "TP": 856, + "n_pred": 856, + "n_ref": 1117 + }, + "10": { + "Dice": 0.7234468937875751, + "FN": 54, + "FP": 498, + "IoU": 0.5667189952904239, + "TN": 2101510, + "TP": 722, + "n_pred": 1220, + "n_ref": 776 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7472475435065704, + "FN": 4777, + "FP": 1628, + "IoU": 0.5964845964845965, + "TN": 2086911, + "TP": 9468, + "n_pred": 11096, + "n_ref": 14245 + }, + "14": { + "Dice": 0.8564604728922857, + "FN": 1755, + "FP": 8462, + "IoU": 0.7489557226399332, + "TN": 2062086, + "TP": 30481, + "n_pred": 38943, + "n_ref": 32236 + }, + "15": { + "Dice": 0.795086043966975, + "FN": 602, + "FP": 7638, + "IoU": 0.6598695616280029, + "TN": 2078558, + "TP": 15986, + "n_pred": 23624, + "n_ref": 16588 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9354694411769578, + "FN": 507, + "FP": 3388, + "IoU": 0.8787624116786503, + "TN": 2070657, + "TP": 28232, + "n_pred": 31620, + "n_ref": 28739 + }, + "4": { + "Dice": 0.8912425169975892, + "FN": 1950, + "FP": 2065, + "IoU": 0.8038209713671455, + "TN": 2082318, + "TP": 16451, + "n_pred": 18516, + "n_ref": 18401 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9604566908453261, + "FN": 2485, + "FP": 2634, + "IoU": 0.9239217667865529, + "TN": 2035498, + "TP": 62167, + "n_pred": 64801, + "n_ref": 64652 + }, + "7": { + "Dice": 0.8884950048340315, + "FN": 3187, + "FP": 3041, + "IoU": 0.7993621339518701, + "TN": 2071743, + "TP": 24813, + "n_pred": 27854, + "n_ref": 28000 + }, + "8": { + "Dice": 0.7787065552133744, + "FN": 269, + "FP": 234, + "IoU": 0.6376080691642652, + "TN": 2101396, + "TP": 885, + "n_pred": 1119, + "n_ref": 1154 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9476735518709314, + "FN": 1065, + "FP": 2094, + "IoU": 0.9005509208248071, + "TN": 2771947, + "TP": 28606, + "n_pred": 30700, + "n_ref": 29671 + }, + "10": { + "Dice": 0.8046715117330151, + "FN": 19369, + "FP": 7642, + "IoU": 0.6731802342464428, + "TN": 2721064, + "TP": 55637, + "n_pred": 63279, + "n_ref": 75006 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.39623936193913467, + "FN": 62157, + "FP": 5594, + "IoU": 0.24706889079048264, + "TN": 2713729, + "TP": 22232, + "n_pred": 27826, + "n_ref": 84389 + }, + "14": { + "Dice": 0.591041592605759, + "FN": 11681, + "FP": 11327, + "IoU": 0.419488318110713, + "TN": 2764078, + "TP": 16626, + "n_pred": 27953, + "n_ref": 28307 + }, + "15": { + "Dice": 0.7247367017730969, + "FN": 3634, + "FP": 12884, + "IoU": 0.5683035830959412, + "TN": 2765449, + "TP": 21745, + "n_pred": 34629, + "n_ref": 25379 + }, + "2": { + "Dice": 0.8933457488718574, + "FN": 6264, + "FP": 1181, + "IoU": 0.8072491909385113, + "TN": 2765087, + "TP": 31180, + "n_pred": 32361, + "n_ref": 37444 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5319, + "IoU": 0.0, + "TN": 2798393, + "TP": 0, + "n_pred": 5319, + "n_ref": 0 + }, + "4": { + "Dice": 0.7867178676304495, + "FN": 271, + "FP": 4450, + "IoU": 0.6484212094131665, + "TN": 2790284, + "TP": 8707, + "n_pred": 13157, + "n_ref": 8978 + }, + "5": { + "Dice": 0.8715879828326181, + "FN": 2084, + "FP": 908, + "IoU": 0.7724022516354785, + "TN": 2790566, + "TP": 10154, + "n_pred": 11062, + "n_ref": 12238 + }, + "6": { + "Dice": 0.9520792595489506, + "FN": 6754, + "FP": 11626, + "IoU": 0.9085412882840296, + "TN": 2602747, + "TP": 182585, + "n_pred": 194211, + "n_ref": 189339 + }, + "7": { + "Dice": 0.7795979619175575, + "FN": 11578, + "FP": 100630, + "IoU": 0.6388042117190341, + "TN": 2493055, + "TP": 198449, + "n_pred": 299079, + "n_ref": 210027 + }, + "8": { + "Dice": 0.9802452000925284, + "FN": 148, + "FP": 279, + "IoU": 0.9612557844115779, + "TN": 2792691, + "TP": 10594, + "n_pred": 10873, + "n_ref": 10742 + }, + "9": { + "Dice": 0.7722102096455767, + "FN": 1280, + "FP": 3566, + "IoU": 0.6289433384379786, + "TN": 2790652, + "TP": 8214, + "n_pred": 11780, + "n_ref": 9494 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9539622761944276, + "FN": 1196, + "FP": 4574, + "IoU": 0.9119769339903281, + "TN": 1161073, + "TP": 59781, + "n_pred": 64355, + "n_ref": 60977 + }, + "15": { + "Dice": 0.15307150050352467, + "FN": 67, + "FP": 1615, + "IoU": 0.08287895310796074, + "TN": 1224790, + "TP": 152, + "n_pred": 1767, + "n_ref": 219 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9053360488798371, + "FN": 1431, + "FP": 3217, + "IoU": 0.8270447272456649, + "TN": 1199750, + "TP": 22226, + "n_pred": 25443, + "n_ref": 23657 + }, + "7": { + "Dice": 0.9611172932088312, + "FN": 3171, + "FP": 1651, + "IoU": 0.9251451457667111, + "TN": 1162206, + "TP": 59596, + "n_pred": 61247, + "n_ref": 62767 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0321.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.6609789285613139, + "FN": 3861.8844444444444, + "FP": 4896.264444444444, + "IoU": 0.5741654892732674, + "TN": 2876042.0911111115, + "TP": 24050.96, + "n_pred": 28947.224444444448, + "n_ref": 27912.844444444447 + }, + "mean": { + "1": { + "Dice": 0.8329962738165699, + "FN": 3524.133333333333, + "FP": 1818.1, + "IoU": 0.779201636626289, + "TN": 2864860.2333333334, + "TP": 38648.73333333333, + "n_pred": 40466.833333333336, + "n_ref": 42172.86666666667 + }, + "10": { + "Dice": 0.6238456693454115, + "FN": 3757.733333333333, + "FP": 2513.7, + "IoU": 0.5071913252372336, + "TN": 2894480.6666666665, + "TP": 8099.1, + "n_pred": 10612.8, + "n_ref": 11856.833333333334 + }, + "11": { + "Dice": 0.41725833730972356, + "FN": 247.03333333333333, + "FP": 194.2, + "IoU": 0.31092996015126195, + "TN": 2908035.3, + "TP": 374.6666666666667, + "n_pred": 568.8666666666667, + "n_ref": 621.7 + }, + "12": { + "Dice": 0.3137011956427736, + "FN": 226.03333333333333, + "FP": 191.86666666666667, + "IoU": 0.24353452449688545, + "TN": 2908019.2, + "TP": 414.1, + "n_pred": 605.9666666666667, + "n_ref": 640.1333333333333 + }, + "13": { + "Dice": 0.48624384845129814, + "FN": 4337.766666666666, + "FP": 3542.5666666666666, + "IoU": 0.3729736237456587, + "TN": 2895062.6333333333, + "TP": 5908.233333333334, + "n_pred": 9450.8, + "n_ref": 10246.0 + }, + "14": { + "Dice": 0.7075684542925366, + "FN": 5130.933333333333, + "FP": 5182.266666666666, + "IoU": 0.6174481223326067, + "TN": 2866340.066666667, + "TP": 32197.933333333334, + "n_pred": 37380.2, + "n_ref": 37328.86666666667 + }, + "15": { + "Dice": 0.5231385516918032, + "FN": 6226.133333333333, + "FP": 5660.9, + "IoU": 0.41584122687115443, + "TN": 2883026.933333333, + "TP": 13937.233333333334, + "n_pred": 19598.133333333335, + "n_ref": 20163.366666666665 + }, + "2": { + "Dice": 0.7870309145511762, + "FN": 3788.5, + "FP": 2690.8333333333335, + "IoU": 0.7258403247569489, + "TN": 2877314.1666666665, + "TP": 25057.7, + "n_pred": 27748.533333333333, + "n_ref": 28846.2 + }, + "3": { + "Dice": 0.7322415070614418, + "FN": 2045.1666666666667, + "FP": 2083.8333333333335, + "IoU": 0.6847342675007866, + "TN": 2884509.3333333335, + "TP": 20212.866666666665, + "n_pred": 22296.7, + "n_ref": 22258.033333333333 + }, + "4": { + "Dice": 0.5213258062203936, + "FN": 3782.5, + "FP": 2790.3333333333335, + "IoU": 0.4458789385147947, + "TN": 2898125.3666666667, + "TP": 4153.0, + "n_pred": 6943.333333333333, + "n_ref": 7935.5 + }, + "5": { + "Dice": 0.7263319781292803, + "FN": 633.9333333333333, + "FP": 481.8333333333333, + "IoU": 0.5933232831055112, + "TN": 2905786.2333333334, + "TP": 1949.2, + "n_pred": 2431.0333333333333, + "n_ref": 2583.133333333333 + }, + "6": { + "Dice": 0.8922203776322114, + "FN": 10725.833333333334, + "FP": 32259.5, + "IoU": 0.8398825484789473, + "TN": 2721145.6, + "TP": 144720.26666666666, + "n_pred": 176979.76666666666, + "n_ref": 155446.1 + }, + "7": { + "Dice": 0.7287580203077046, + "FN": 8430.866666666667, + "FP": 10538.633333333333, + "IoU": 0.6399084342362146, + "TN": 2846638.3, + "TP": 43243.4, + "n_pred": 53782.03333333333, + "n_ref": 51674.26666666667 + }, + "8": { + "Dice": 0.8102837757359739, + "FN": 2768.6, + "FP": 1708.5333333333333, + "IoU": 0.7401043013426788, + "TN": 2891086.466666667, + "TP": 13287.6, + "n_pred": 14996.133333333333, + "n_ref": 16056.2 + }, + "9": { + "Dice": 0.8117392182314106, + "FN": 2303.1, + "FP": 1786.8666666666666, + "IoU": 0.6956898217020375, + "TN": 2896200.8666666667, + "TP": 8560.366666666667, + "n_pred": 10347.233333333334, + "n_ref": 10863.466666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.757396449704142, + "FN": 9, + "FP": 32, + "IoU": 0.6095238095238096, + "TN": 2102679, + "TP": 64, + "n_pred": 96, + "n_ref": 73 + }, + "10": { + "Dice": 0.6106359241353663, + "FN": 2855, + "FP": 286, + "IoU": 0.43950749464668093, + "TN": 2097180, + "TP": 2463, + "n_pred": 2749, + "n_ref": 5318 + }, + "11": { + "Dice": 0.6966649020645844, + "FN": 389, + "FP": 757, + "IoU": 0.5345247766043867, + "TN": 2100322, + "TP": 1316, + "n_pred": 2073, + "n_ref": 1705 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 32, + "IoU": 0.0, + "TN": 2102752, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + }, + "13": { + "Dice": 0.7552725392549051, + "FN": 2612, + "FP": 6381, + "IoU": 0.6067774376912987, + "TN": 2079914, + "TP": 13877, + "n_pred": 20258, + "n_ref": 16489 + }, + "14": { + "Dice": 0.7923533067916477, + "FN": 2989, + "FP": 9372, + "IoU": 0.6561135067464181, + "TN": 2066839, + "TP": 23584, + "n_pred": 32956, + "n_ref": 26573 + }, + "15": { + "Dice": 0.7295522076838867, + "FN": 9658, + "FP": 11094, + "IoU": 0.5742480817364901, + "TN": 2054042, + "TP": 27990, + "n_pred": 39084, + "n_ref": 37648 + }, + "2": { + "Dice": 0.9468428484970749, + "FN": 2399, + "FP": 763, + "IoU": 0.8990518149602529, + "TN": 2071461, + "TP": 28161, + "n_pred": 28924, + "n_ref": 30560 + }, + "3": { + "Dice": 0.9246935201401051, + "FN": 84, + "FP": 2, + "IoU": 0.8599348534201955, + "TN": 2102170, + "TP": 528, + "n_pred": 530, + "n_ref": 612 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 137, + "IoU": 0.0, + "TN": 2102647, + "TP": 0, + "n_pred": 137, + "n_ref": 0 + }, + "5": { + "Dice": 0.7553312713657822, + "FN": 1942, + "FP": 1064, + "IoU": 0.6068532566047606, + "TN": 2095138, + "TP": 4640, + "n_pred": 5704, + "n_ref": 6582 + }, + "6": { + "Dice": 0.9655814386446674, + "FN": 3916, + "FP": 3479, + "IoU": 0.9334533183352081, + "TN": 1991659, + "TP": 103730, + "n_pred": 107209, + "n_ref": 107646 + }, + "7": { + "Dice": 0.8392772679973513, + "FN": 692, + "FP": 1007, + "IoU": 0.7230643846780767, + "TN": 2096649, + "TP": 4436, + "n_pred": 5443, + "n_ref": 5128 + }, + "8": { + "Dice": 0.9218593208817532, + "FN": 1494, + "FP": 3334, + "IoU": 0.8550454859338877, + "TN": 2069477, + "TP": 28479, + "n_pred": 31813, + "n_ref": 29973 + }, + "9": { + "Dice": 0.8679049496731348, + "FN": 620, + "FP": 4472, + "IoU": 0.7666361136571952, + "TN": 2080964, + "TP": 16728, + "n_pred": 21200, + "n_ref": 17348 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2863070539419087, + "FN": 344, + "FP": 0, + "IoU": 0.16707021791767554, + "TN": 3328995, + "TP": 69, + "n_pred": 69, + "n_ref": 413 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6441076945711344, + "FN": 2295, + "FP": 124, + "IoU": 0.4750434027777778, + "TN": 3324800, + "TP": 2189, + "n_pred": 2313, + "n_ref": 4484 + }, + "5": { + "Dice": 0.5574572127139364, + "FN": 181, + "FP": 0, + "IoU": 0.3864406779661017, + "TN": 3329113, + "TP": 114, + "n_pred": 114, + "n_ref": 295 + }, + "6": { + "Dice": 0.9734508154038171, + "FN": 3356, + "FP": 3068, + "IoU": 0.9482748902934901, + "TN": 3205213, + "TP": 117771, + "n_pred": 120839, + "n_ref": 121127 + }, + "7": { + "Dice": 0.9110120521710418, + "FN": 2167, + "FP": 2684, + "IoU": 0.8365676167374166, + "TN": 3299726, + "TP": 24831, + "n_pred": 27515, + "n_ref": 26998 + }, + "8": { + "Dice": 0.5064272789227552, + "FN": 19262, + "FP": 1741, + "IoU": 0.3390710554471647, + "TN": 3297630, + "TP": 10775, + "n_pred": 12516, + "n_ref": 30037 + }, + "9": { + "Dice": 0.8755106010503793, + "FN": 1780, + "FP": 2060, + "IoU": 0.7785850198927521, + "TN": 3312065, + "TP": 13503, + "n_pred": 15563, + "n_ref": 15283 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9480808620536112, + "FN": 8404, + "FP": 1507, + "IoU": 0.9012868269556383, + "TN": 2177614, + "TP": 90491, + "n_pred": 91998, + "n_ref": 98895 + }, + "10": { + "Dice": 0.6564131622617072, + "FN": 6527, + "FP": 10451, + "IoU": 0.4885528376912881, + "TN": 2244820, + "TP": 16218, + "n_pred": 26669, + "n_ref": 22745 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.08866995073891626, + "FN": 70, + "FP": 300, + "IoU": 0.04639175257731959, + "TN": 2277628, + "TP": 18, + "n_pred": 318, + "n_ref": 88 + }, + "13": { + "Dice": 0.7472676056338028, + "FN": 4546, + "FP": 2183, + "IoU": 0.596510163698507, + "TN": 2261339, + "TP": 9948, + "n_pred": 12131, + "n_ref": 14494 + }, + "14": { + "Dice": 0.87918710286613, + "FN": 39562, + "FP": 613, + "IoU": 0.7844191524868934, + "TN": 2091659, + "TP": 146182, + "n_pred": 146795, + "n_ref": 185744 + }, + "15": { + "Dice": 0.808841636210839, + "FN": 5925, + "FP": 3856, + "IoU": 0.6790378683467875, + "TN": 2247542, + "TP": 20693, + "n_pred": 24549, + "n_ref": 26618 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 7834, + "IoU": 0.0, + "TN": 2270182, + "TP": 0, + "n_pred": 7834, + "n_ref": 0 + }, + "3": { + "Dice": 0.8729742213835736, + "FN": 11583, + "FP": 1342, + "IoU": 0.7745823014405804, + "TN": 2220678, + "TP": 44413, + "n_pred": 45755, + "n_ref": 55996 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8120783809829746, + "FN": 775, + "FP": 395, + "IoU": 0.6836127636560303, + "TN": 2274318, + "TP": 2528, + "n_pred": 2923, + "n_ref": 3303 + }, + "6": { + "Dice": 0.958980418990368, + "FN": 6492, + "FP": 13051, + "IoU": 0.9211934496566352, + "TN": 2030029, + "TP": 228444, + "n_pred": 241495, + "n_ref": 234936 + }, + "7": { + "Dice": 0.8275082416780932, + "FN": 12062, + "FP": 11588, + "IoU": 0.7057689197427188, + "TN": 2197637, + "TP": 56729, + "n_pred": 68317, + "n_ref": 68791 + }, + "8": { + "Dice": 0.9286527341437872, + "FN": 3163, + "FP": 1538, + "IoU": 0.8668083297917553, + "TN": 2242721, + "TP": 30594, + "n_pred": 32132, + "n_ref": 33757 + }, + "9": { + "Dice": 0.8382749326145552, + "FN": 1185, + "FP": 6015, + "IoU": 0.7215777262180975, + "TN": 2252156, + "TP": 18660, + "n_pred": 24675, + "n_ref": 19845 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8981403449632002, + "FN": 196, + "FP": 3430, + "IoU": 0.8151131960024475, + "TN": 2784100, + "TP": 15986, + "n_pred": 19416, + "n_ref": 16182 + }, + "10": { + "Dice": 0.59739074901925, + "FN": 4567, + "FP": 4259, + "IoU": 0.42591388057759855, + "TN": 2788338, + "TP": 6548, + "n_pred": 10807, + "n_ref": 11115 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 2803699, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "12": { + "Dice": 0.7872113676731793, + "FN": 495, + "FP": 703, + "IoU": 0.6490919742237844, + "TN": 2800298, + "TP": 2216, + "n_pred": 2919, + "n_ref": 2711 + }, + "13": { + "Dice": 0.8739861523244312, + "FN": 2756, + "FP": 1066, + "IoU": 0.7761770906535489, + "TN": 2786636, + "TP": 13254, + "n_pred": 14320, + "n_ref": 16010 + }, + "14": { + "Dice": 0.949555802671294, + "FN": 12256, + "FP": 4256, + "IoU": 0.9039564453647584, + "TN": 2631790, + "TP": 155410, + "n_pred": 159666, + "n_ref": 167666 + }, + "15": { + "Dice": 0.5180280436234141, + "FN": 419, + "FP": 8243, + "IoU": 0.3495532026732748, + "TN": 2790395, + "TP": 4655, + "n_pred": 12898, + "n_ref": 5074 + }, + "2": { + "Dice": 0.9219641659294401, + "FN": 1854, + "FP": 6173, + "IoU": 0.8552258995400848, + "TN": 2748267, + "TP": 47418, + "n_pred": 53591, + "n_ref": 49272 + }, + "3": { + "Dice": 0.9368369800964929, + "FN": 2723, + "FP": 1558, + "IoU": 0.8811790502095534, + "TN": 2767683, + "TP": 31748, + "n_pred": 33306, + "n_ref": 34471 + }, + "4": { + "Dice": 0.8904815792782598, + "FN": 1908, + "FP": 3318, + "IoU": 0.8025838621940163, + "TN": 2777240, + "TP": 21246, + "n_pred": 24564, + "n_ref": 23154 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9437497676378372, + "FN": 3343, + "FP": 5735, + "IoU": 0.8934907077154121, + "TN": 2718480, + "TP": 76154, + "n_pred": 81889, + "n_ref": 79497 + }, + "7": { + "Dice": 0.9443279005970631, + "FN": 3387, + "FP": 2478, + "IoU": 0.8945276673800061, + "TN": 2748105, + "TP": 49742, + "n_pred": 52220, + "n_ref": 53129 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 43, + "IoU": 0.0, + "TN": 2803669, + "TP": 0, + "n_pred": 43, + "n_ref": 0 + }, + "9": { + "Dice": 0.7978774722624216, + "FN": 317, + "FP": 521, + "IoU": 0.6637239165329053, + "TN": 2801220, + "TP": 1654, + "n_pred": 2175, + "n_ref": 1971 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 2453244, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "11": { + "Dice": 0.5682345496730647, + "FN": 707, + "FP": 1340, + "IoU": 0.3968768414849735, + "TN": 2449854, + "TP": 1347, + "n_pred": 2687, + "n_ref": 2054 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 73, + "IoU": 0.0, + "TN": 2453175, + "TP": 0, + "n_pred": 73, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 200, + "IoU": 0.0, + "TN": 2453048, + "TP": 0, + "n_pred": 200, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9356005788712012, + "FN": 52, + "FP": 482, + "IoU": 0.8789938817131203, + "TN": 2448835, + "TP": 3879, + "n_pred": 4361, + "n_ref": 3931 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 5184, + "IoU": 0.0, + "TN": 2448064, + "TP": 0, + "n_pred": 5184, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9765843207806157, + "FN": 28871, + "FP": 2978, + "IoU": 0.9542401397695125, + "TN": 1757245, + "TP": 664154, + "n_pred": 667132, + "n_ref": 693025 + }, + "7": { + "Dice": 0.8310495111704425, + "FN": 2208, + "FP": 2095, + "IoU": 0.7109364503560393, + "TN": 2438362, + "TP": 10583, + "n_pred": 12678, + "n_ref": 12791 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8727290112832281, + "FN": 601, + "FP": 2061, + "IoU": 0.774196284672152, + "TN": 2441459, + "TP": 9127, + "n_pred": 11188, + "n_ref": 9728 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8024810180729334, + "FN": 433, + "FP": 1414, + "IoU": 0.6701196642257546, + "TN": 3323809, + "TP": 3752, + "n_pred": 5166, + "n_ref": 4185 + }, + "10": { + "Dice": 0.6545955520566817, + "FN": 1750, + "FP": 5270, + "IoU": 0.486541837331773, + "TN": 3315736, + "TP": 6652, + "n_pred": 11922, + "n_ref": 8402 + }, + "11": { + "Dice": 0.5127601099332548, + "FN": 1085, + "FP": 156, + "IoU": 0.3447729672650475, + "TN": 3327514, + "TP": 653, + "n_pred": 809, + "n_ref": 1738 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 3329394, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "13": { + "Dice": 0.29969542057454146, + "FN": 44420, + "FP": 7773, + "IoU": 0.17625984438376918, + "TN": 3266047, + "TP": 11168, + "n_pred": 18941, + "n_ref": 55588 + }, + "14": { + "Dice": 0.7471928136028232, + "FN": 771, + "FP": 805, + "IoU": 0.596414852752881, + "TN": 3325503, + "TP": 2329, + "n_pred": 3134, + "n_ref": 3100 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2172, + "IoU": 0.0, + "TN": 3327236, + "TP": 0, + "n_pred": 2172, + "n_ref": 0 + }, + "2": { + "Dice": 0.9563115119508934, + "FN": 2903, + "FP": 7289, + "IoU": 0.9162805979957286, + "TN": 3207668, + "TP": 111548, + "n_pred": 118837, + "n_ref": 114451 + }, + "3": { + "Dice": 0.9468433883486984, + "FN": 1820, + "FP": 1974, + "IoU": 0.8990527884206045, + "TN": 3291824, + "TP": 33790, + "n_pred": 35764, + "n_ref": 35610 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 12713, + "IoU": 0.0, + "TN": 3316695, + "TP": 0, + "n_pred": 12713, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7465212607598214, + "FN": 4384, + "FP": 26948, + "IoU": 0.5955595714470118, + "TN": 3251938, + "TP": 46138, + "n_pred": 73086, + "n_ref": 50522 + }, + "7": { + "Dice": 0.6703841183425445, + "FN": 54566, + "FP": 5373, + "IoU": 0.5041938258941866, + "TN": 3208516, + "TP": 60953, + "n_pred": 66326, + "n_ref": 115519 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.34536632998687866, + "FN": 16549, + "FP": 4904, + "IoU": 0.20872676305694896, + "TN": 3302296, + "TP": 5659, + "n_pred": 10563, + "n_ref": 22208 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9354528483339933, + "FN": 153, + "FP": 4411, + "IoU": 0.8787331278563077, + "TN": 1364220, + "TP": 33072, + "n_pred": 37483, + "n_ref": 33225 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.6281118345461509, + "FN": 255, + "FP": 716, + "IoU": 0.45784477945281965, + "TN": 1400065, + "TP": 820, + "n_pred": 1536, + "n_ref": 1075 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 108, + "IoU": 0.0, + "TN": 1401748, + "TP": 0, + "n_pred": 108, + "n_ref": 0 + }, + "13": { + "Dice": 0.1349206349206349, + "FN": 5, + "FP": 213, + "IoU": 0.07234042553191489, + "TN": 1401621, + "TP": 17, + "n_pred": 230, + "n_ref": 22 + }, + "14": { + "Dice": 0.8921750852754345, + "FN": 4610, + "FP": 669, + "IoU": 0.8053394299199823, + "TN": 1374737, + "TP": 21840, + "n_pred": 22509, + "n_ref": 26450 + }, + "15": { + "Dice": 0.7426980493970553, + "FN": 7473, + "FP": 7591, + "IoU": 0.5907077842684418, + "TN": 1365051, + "TP": 21741, + "n_pred": 29332, + "n_ref": 29214 + }, + "2": { + "Dice": 0.9554044206946806, + "FN": 2629, + "FP": 4715, + "IoU": 0.9146165651304469, + "TN": 1315844, + "TP": 78668, + "n_pred": 83383, + "n_ref": 81297 + }, + "3": { + "Dice": 0.9572697522206639, + "FN": 234, + "FP": 680, + "IoU": 0.9180416068866571, + "TN": 1390704, + "TP": 10238, + "n_pred": 10918, + "n_ref": 10472 + }, + "4": { + "Dice": 0.7504835589941973, + "FN": 137, + "FP": 121, + "IoU": 0.6006191950464397, + "TN": 1401210, + "TP": 388, + "n_pred": 509, + "n_ref": 525 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9562878818287641, + "FN": 765, + "FP": 2502, + "IoU": 0.9162372125221137, + "TN": 1362853, + "TP": 35736, + "n_pred": 38238, + "n_ref": 36501 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8, + "FN": 417, + "FP": 114, + "IoU": 0.6666666666666666, + "TN": 1400263, + "TP": 1062, + "n_pred": 1176, + "n_ref": 1479 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7589075219073884, + "FN": 3933, + "FP": 6907, + "IoU": 0.611483459374216, + "TN": 2250115, + "TP": 17061, + "n_pred": 23968, + "n_ref": 20994 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 40, + "FP": 168, + "IoU": 0.0, + "TN": 2277808, + "TP": 0, + "n_pred": 168, + "n_ref": 40 + }, + "13": { + "Dice": 0.8000387271671078, + "FN": 2047, + "FP": 4149, + "IoU": 0.6667204561346888, + "TN": 2259425, + "TP": 12395, + "n_pred": 16544, + "n_ref": 14442 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8874125379885505, + "FN": 791, + "FP": 2395, + "IoU": 0.7976114851988312, + "TN": 2262274, + "TP": 12556, + "n_pred": 14951, + "n_ref": 13347 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2278016, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9754040574492819, + "FN": 5971, + "FP": 7147, + "IoU": 0.9519889909197047, + "TN": 2004787, + "TP": 260111, + "n_pred": 267258, + "n_ref": 266082 + }, + "7": { + "Dice": 0.9282773447271104, + "FN": 7831, + "FP": 2778, + "IoU": 0.8661544478508257, + "TN": 2198753, + "TP": 68654, + "n_pred": 71432, + "n_ref": 76485 + }, + "8": { + "Dice": 0.9190384433142749, + "FN": 1486, + "FP": 1077, + "IoU": 0.8502045587375804, + "TN": 2260906, + "TP": 14547, + "n_pred": 15624, + "n_ref": 16033 + }, + "9": { + "Dice": 0.9249434505449311, + "FN": 277, + "FP": 1913, + "IoU": 0.8603672532517215, + "TN": 2262332, + "TP": 13494, + "n_pred": 15407, + "n_ref": 13771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.03561749903213318, + "FN": 2491, + "FP": 0, + "IoU": 0.018131651556957035, + "TN": 4027799, + "TP": 46, + "n_pred": 46, + "n_ref": 2537 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7734991184930872, + "FN": 3881, + "FP": 1001, + "IoU": 0.6306551671962476, + "TN": 4017118, + "TP": 8336, + "n_pred": 9337, + "n_ref": 12217 + }, + "14": { + "Dice": 0.8260208784911678, + "FN": 5887, + "FP": 1096, + "IoU": 0.7036078098471986, + "TN": 4006776, + "TP": 16577, + "n_pred": 17673, + "n_ref": 22464 + }, + "15": { + "Dice": 0.6518675123326286, + "FN": 550, + "FP": 2414, + "IoU": 0.483533716675379, + "TN": 4024597, + "TP": 2775, + "n_pred": 5189, + "n_ref": 3325 + }, + "2": { + "Dice": 0.8319788292457195, + "FN": 20686, + "FP": 2552, + "IoU": 0.7122977306211388, + "TN": 3949565, + "TP": 57533, + "n_pred": 60085, + "n_ref": 78219 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 18982, + "IoU": 0.0, + "TN": 4011354, + "TP": 0, + "n_pred": 18982, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9465209030162899, + "FN": 6052, + "FP": 1095, + "IoU": 0.8984714606358496, + "TN": 3959942, + "TP": 63247, + "n_pred": 64342, + "n_ref": 69299 + }, + "7": { + "Dice": 0.0014843899636085042, + "FN": 477, + "FP": 41229, + "IoU": 0.0007427462443395548, + "TN": 3988599, + "TP": 31, + "n_pred": 41260, + "n_ref": 508 + }, + "8": { + "Dice": 0.9627611262488647, + "FN": 258, + "FP": 193, + "IoU": 0.9281961471103327, + "TN": 4024055, + "TP": 5830, + "n_pred": 6023, + "n_ref": 6088 + }, + "9": { + "Dice": 0.7732700230430836, + "FN": 1656, + "FP": 1591, + "IoU": 0.6303506375227687, + "TN": 4021552, + "TP": 5537, + "n_pred": 7128, + "n_ref": 7193 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9818137833015815, + "FN": 539, + "FP": 2468, + "IoU": 0.9642772286637521, + "TN": 3595696, + "TP": 81169, + "n_pred": 83637, + "n_ref": 81708 + }, + "10": { + "Dice": 0.8891548446105046, + "FN": 6050, + "FP": 5342, + "IoU": 0.8004309514216141, + "TN": 3622789, + "TP": 45691, + "n_pred": 51033, + "n_ref": 51741 + }, + "11": { + "Dice": 0.28547439126784213, + "FN": 690, + "FP": 161, + "IoU": 0.1665034280117532, + "TN": 3678851, + "TP": 170, + "n_pred": 331, + "n_ref": 860 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4568078059260585, + "FN": 16897, + "FP": 31647, + "IoU": 0.2960148500493068, + "TN": 3610916, + "TP": 20412, + "n_pred": 52059, + "n_ref": 37309 + }, + "14": { + "Dice": 0.6542773513006019, + "FN": 4408, + "FP": 8112, + "IoU": 0.486190339393442, + "TN": 3655505, + "TP": 11847, + "n_pred": 19959, + "n_ref": 16255 + }, + "15": { + "Dice": 0.8695579440424909, + "FN": 22692, + "FP": 2260, + "IoU": 0.7692193858675546, + "TN": 3571752, + "TP": 83168, + "n_pred": 85428, + "n_ref": 105860 + }, + "2": { + "Dice": 0.9744803457501543, + "FN": 1063, + "FP": 921, + "IoU": 0.9502307846678708, + "TN": 3640008, + "TP": 37880, + "n_pred": 38801, + "n_ref": 38943 + }, + "3": { + "Dice": 0.9427964816499849, + "FN": 339, + "FP": 604, + "IoU": 0.8917833371585954, + "TN": 3671158, + "TP": 7771, + "n_pred": 8375, + "n_ref": 8110 + }, + "4": { + "Dice": 0.8985008917524945, + "FN": 4315, + "FP": 2002, + "IoU": 0.8157073256119264, + "TN": 3645595, + "TP": 27960, + "n_pred": 29962, + "n_ref": 32275 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3679872, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9614570917759238, + "FN": 5400, + "FP": 4948, + "IoU": 0.9257750297674552, + "TN": 3540458, + "TP": 129066, + "n_pred": 134014, + "n_ref": 134466 + }, + "7": { + "Dice": 0.8570512466139643, + "FN": 2927, + "FP": 10002, + "IoU": 0.7498597326213554, + "TN": 3628185, + "TP": 38758, + "n_pred": 48760, + "n_ref": 41685 + }, + "8": { + "Dice": 0.7659574468085106, + "FN": 13, + "FP": 9, + "IoU": 0.6206896551724138, + "TN": 3679814, + "TP": 36, + "n_pred": 45, + "n_ref": 49 + }, + "9": { + "Dice": 0.8525488499531328, + "FN": 252, + "FP": 1793, + "IoU": 0.742993590549202, + "TN": 3671915, + "TP": 5912, + "n_pred": 7705, + "n_ref": 6164 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9762243427087428, + "FN": 8438, + "FP": 1541, + "IoU": 0.9535529935256252, + "TN": 2238401, + "TP": 204868, + "n_pred": 206409, + "n_ref": 213306 + }, + "10": { + "Dice": 0.5389221556886228, + "FN": 28, + "FP": 49, + "IoU": 0.36885245901639346, + "TN": 2453126, + "TP": 45, + "n_pred": 94, + "n_ref": 73 + }, + "11": { + "Dice": 0.7337077184275826, + "FN": 1341, + "FP": 698, + "IoU": 0.579414191419142, + "TN": 2448400, + "TP": 2809, + "n_pred": 3507, + "n_ref": 4150 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9272055389180427, + "FN": 21131, + "FP": 65, + "IoU": 0.8642900131894024, + "TN": 2297062, + "TP": 134990, + "n_pred": 135055, + "n_ref": 156121 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 2453247, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "2": { + "Dice": 0.8107776784574129, + "FN": 230, + "FP": 7179, + "IoU": 0.6817713254875011, + "TN": 2429966, + "TP": 15873, + "n_pred": 23052, + "n_ref": 16103 + }, + "3": { + "Dice": 0.9203693451709691, + "FN": 9619, + "FP": 2032, + "IoU": 0.8524853764148793, + "TN": 2374266, + "TP": 67331, + "n_pred": 69363, + "n_ref": 76950 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9602147506534775, + "FN": 5600, + "FP": 6820, + "IoU": 0.9234741031928921, + "TN": 2290950, + "TP": 149878, + "n_pred": 156698, + "n_ref": 155478 + }, + "7": { + "Dice": 0.7835989919504908, + "FN": 5919, + "FP": 14432, + "IoU": 0.6441946255922514, + "TN": 2396051, + "TP": 36846, + "n_pred": 51278, + "n_ref": 42765 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9499294348653127, + "FN": 502, + "FP": 1130, + "IoU": 0.904633904049553, + "TN": 2436135, + "TP": 15481, + "n_pred": 16611, + "n_ref": 15983 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8729586148094707, + "FN": 1028, + "FP": 909, + "IoU": 0.7745577281191807, + "TN": 2094192, + "TP": 6655, + "n_pred": 7564, + "n_ref": 7683 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6762582174803319, + "FN": 5090, + "FP": 918, + "IoU": 0.5108686802898315, + "TN": 2090501, + "TP": 6275, + "n_pred": 7193, + "n_ref": 11365 + }, + "14": { + "Dice": 0.89251632345555, + "FN": 90, + "FP": 3762, + "IoU": 0.8058956916099773, + "TN": 2082939, + "TP": 15993, + "n_pred": 19755, + "n_ref": 16083 + }, + "15": { + "Dice": 0.3392857142857143, + "FN": 486, + "FP": 25414, + "IoU": 0.20430107526881722, + "TN": 2070234, + "TP": 6650, + "n_pred": 32064, + "n_ref": 7136 + }, + "2": { + "Dice": 0.6902851170083039, + "FN": 52855, + "FP": 481, + "IoU": 0.5270499144298724, + "TN": 1990011, + "TP": 59437, + "n_pred": 59918, + "n_ref": 112292 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.008649570567095085, + "FN": 101, + "FP": 32449, + "IoU": 0.004343570292426282, + "TN": 2070092, + "TP": 142, + "n_pred": 32591, + "n_ref": 243 + }, + "5": { + "Dice": 0.5269151138716356, + "FN": 1828, + "FP": 0, + "IoU": 0.3576950105411103, + "TN": 2099938, + "TP": 1018, + "n_pred": 1018, + "n_ref": 2846 + }, + "6": { + "Dice": 0.9285906490985573, + "FN": 28001, + "FP": 3048, + "IoU": 0.8667001536968822, + "TN": 1869858, + "TP": 201877, + "n_pred": 204925, + "n_ref": 229878 + }, + "7": { + "Dice": 0.9527955357661086, + "FN": 8875, + "FP": 2511, + "IoU": 0.9098467093177931, + "TN": 1976488, + "TP": 114910, + "n_pred": 117421, + "n_ref": 123785 + }, + "8": { + "Dice": 0.8610289769367239, + "FN": 211, + "FP": 494, + "IoU": 0.7559709241952233, + "TN": 2099895, + "TP": 2184, + "n_pred": 2678, + "n_ref": 2395 + }, + "9": { + "Dice": 0.8464878671775223, + "FN": 343, + "FP": 258, + "IoU": 0.7338352524357838, + "TN": 2100526, + "TP": 1657, + "n_pred": 1915, + "n_ref": 2000 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8259791531258275, + "FN": 3114, + "FP": 4115, + "IoU": 0.7035472626614722, + "TN": 2428863, + "TP": 17156, + "n_pred": 21271, + "n_ref": 20270 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7634810464495462, + "FN": 589, + "FP": 297, + "IoU": 0.6174438687392055, + "TN": 2450932, + "TP": 1430, + "n_pred": 1727, + "n_ref": 2019 + }, + "13": { + "Dice": 0.6790512402679703, + "FN": 2605, + "FP": 6258, + "IoU": 0.5140632710126651, + "TN": 2435009, + "TP": 9376, + "n_pred": 15634, + "n_ref": 11981 + }, + "14": { + "Dice": 0.8926259219851761, + "FN": 11406, + "FP": 502, + "IoU": 0.806074423906848, + "TN": 2391843, + "TP": 49497, + "n_pred": 49999, + "n_ref": 60903 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 31353, + "IoU": 0.0, + "TN": 2421895, + "TP": 0, + "n_pred": 31353, + "n_ref": 0 + }, + "2": { + "Dice": 0.9601398601398602, + "FN": 41, + "FP": 73, + "IoU": 0.9233355749831876, + "TN": 2451761, + "TP": 1373, + "n_pred": 1446, + "n_ref": 1414 + }, + "3": { + "Dice": 0.9525097685602645, + "FN": 1307, + "FP": 589, + "IoU": 0.909325681492109, + "TN": 2432338, + "TP": 19014, + "n_pred": 19603, + "n_ref": 20321 + }, + "4": { + "Dice": 0.8282666666666667, + "FN": 455, + "FP": 189, + "IoU": 0.7068730086481566, + "TN": 2451051, + "TP": 1553, + "n_pred": 1742, + "n_ref": 2008 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.971828664139026, + "FN": 2784, + "FP": 3710, + "IoU": 0.9452010868648001, + "TN": 2334742, + "TP": 112012, + "n_pred": 115722, + "n_ref": 114796 + }, + "7": { + "Dice": 0.8123413596762022, + "FN": 3809, + "FP": 18075, + "IoU": 0.683985559566787, + "TN": 2383998, + "TP": 47366, + "n_pred": 65441, + "n_ref": 51175 + }, + "8": { + "Dice": 0.9771103950034883, + "FN": 482, + "FP": 207, + "IoU": 0.9552452094835986, + "TN": 2437853, + "TP": 14706, + "n_pred": 14913, + "n_ref": 15188 + }, + "9": { + "Dice": 0.9013333333333333, + "FN": 16, + "FP": 58, + "IoU": 0.8203883495145631, + "TN": 2452836, + "TP": 338, + "n_pred": 396, + "n_ref": 354 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1064, + "IoU": 0.0, + "TN": 5606360, + "TP": 0, + "n_pred": 1064, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 174, + "IoU": 0.0, + "TN": 5607250, + "TP": 0, + "n_pred": 174, + "n_ref": 0 + }, + "11": { + "Dice": 0.7497034400948992, + "FN": 7, + "FP": 204, + "IoU": 0.5996204933586338, + "TN": 5606897, + "TP": 316, + "n_pred": 520, + "n_ref": 323 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5607424, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 18, + "FP": 0, + "IoU": 0.0, + "TN": 5607406, + "TP": 0, + "n_pred": 0, + "n_ref": 18 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 16989, + "IoU": 0.0, + "TN": 5590435, + "TP": 0, + "n_pred": 16989, + "n_ref": 0 + }, + "15": { + "Dice": 0.471808396892152, + "FN": 1200, + "FP": 13620, + "IoU": 0.3087364149447269, + "TN": 5585985, + "TP": 6619, + "n_pred": 20239, + "n_ref": 7819 + }, + "2": { + "Dice": 0.9521047035276458, + "FN": 5666, + "FP": 460, + "IoU": 0.9085876296351563, + "TN": 5540409, + "TP": 60889, + "n_pred": 61349, + "n_ref": 66555 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 125, + "IoU": 0.0, + "TN": 5607299, + "TP": 0, + "n_pred": 125, + "n_ref": 0 + }, + "4": { + "Dice": 0.4175425242263665, + "FN": 3895, + "FP": 16000, + "IoU": 0.26385702656700954, + "TN": 5580398, + "TP": 7131, + "n_pred": 23131, + "n_ref": 11026 + }, + "5": { + "Dice": 0.5957230142566191, + "FN": 3240, + "FP": 3906, + "IoU": 0.4242204496011603, + "TN": 5595013, + "TP": 5265, + "n_pred": 9171, + "n_ref": 8505 + }, + "6": { + "Dice": 0.8652011530123093, + "FN": 30994, + "FP": 62955, + "IoU": 0.7624268876453081, + "TN": 5211971, + "TP": 301504, + "n_pred": 364459, + "n_ref": 332498 + }, + "7": { + "Dice": 0.6333195325768266, + "FN": 4102, + "FP": 39295, + "IoU": 0.46339985656700544, + "TN": 5526550, + "TP": 37477, + "n_pred": 76772, + "n_ref": 41579 + }, + "8": { + "Dice": 0.9297309442228838, + "FN": 92, + "FP": 1159, + "IoU": 0.8686889891886218, + "TN": 5597897, + "TP": 8276, + "n_pred": 9435, + "n_ref": 8368 + }, + "9": { + "Dice": 0.7461274464335405, + "FN": 3164, + "FP": 2310, + "IoU": 0.5950584405977215, + "TN": 5593906, + "TP": 8044, + "n_pred": 10354, + "n_ref": 11208 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.935692152702517, + "FN": 3509, + "FP": 704, + "IoU": 0.8791555517310616, + "TN": 2768849, + "TP": 30650, + "n_pred": 31354, + "n_ref": 34159 + }, + "10": { + "Dice": 0.799323753169907, + "FN": 2242, + "FP": 132, + "IoU": 0.6657279639538158, + "TN": 2796610, + "TP": 4728, + "n_pred": 4860, + "n_ref": 6970 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.49240366234027566, + "FN": 887, + "FP": 4158, + "IoU": 0.3266150560597971, + "TN": 2796220, + "TP": 2447, + "n_pred": 6605, + "n_ref": 3334 + }, + "14": { + "Dice": 0.6886432926829268, + "FN": 5839, + "FP": 17037, + "IoU": 0.5251380412670735, + "TN": 2755538, + "TP": 25298, + "n_pred": 42335, + "n_ref": 31137 + }, + "15": { + "Dice": 0.7683356551667623, + "FN": 4239, + "FP": 4242, + "IoU": 0.6238190286094478, + "TN": 2781167, + "TP": 14064, + "n_pred": 18306, + "n_ref": 18303 + }, + "2": { + "Dice": 0.9705321483826863, + "FN": 266, + "FP": 553, + "IoU": 0.9427512931637075, + "TN": 2789406, + "TP": 13487, + "n_pred": 14040, + "n_ref": 13753 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 2803702, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 547, + "IoU": 0.0, + "TN": 2803165, + "TP": 0, + "n_pred": 547, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9472941105787284, + "FN": 5560, + "FP": 4967, + "IoU": 0.8998658790628656, + "TN": 2698583, + "TP": 94602, + "n_pred": 99569, + "n_ref": 100162 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 10853, + "IoU": 0.0, + "TN": 2792859, + "TP": 0, + "n_pred": 10853, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9914008430035905, + "FN": 1799, + "FP": 845, + "IoU": 0.9829483161139703, + "TN": 4225742, + "TP": 152414, + "n_pred": 153259, + "n_ref": 154213 + }, + "10": { + "Dice": 0.8079826166514181, + "FN": 374, + "FP": 2984, + "IoU": 0.6778278806485657, + "TN": 4370377, + "TP": 7065, + "n_pred": 10049, + "n_ref": 7439 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4380800, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7847925627861801, + "FN": 1399, + "FP": 152, + "IoU": 0.6458095455583467, + "TN": 4376421, + "TP": 2828, + "n_pred": 2980, + "n_ref": 4227 + }, + "13": { + "Dice": 0.31880785730413186, + "FN": 2982, + "FP": 35, + "IoU": 0.18963201719043782, + "TN": 4377077, + "TP": 706, + "n_pred": 741, + "n_ref": 3688 + }, + "14": { + "Dice": 0.9460650540055993, + "FN": 11653, + "FP": 561, + "IoU": 0.89765033183616, + "TN": 4261464, + "TP": 107122, + "n_pred": 107683, + "n_ref": 118775 + }, + "15": { + "Dice": 0.7723785166240409, + "FN": 21, + "FP": 1403, + "IoU": 0.6291666666666667, + "TN": 4376960, + "TP": 2416, + "n_pred": 3819, + "n_ref": 2437 + }, + "2": { + "Dice": 0.9639752872240613, + "FN": 4842, + "FP": 1263, + "IoU": 0.9304558813478231, + "TN": 4293014, + "TP": 81681, + "n_pred": 82944, + "n_ref": 86523 + }, + "3": { + "Dice": 0.9219858156028369, + "FN": 155, + "FP": 329, + "IoU": 0.8552631578947368, + "TN": 4377456, + "TP": 2860, + "n_pred": 3189, + "n_ref": 3015 + }, + "4": { + "Dice": 0.9604243853149208, + "FN": 315, + "FP": 155, + "IoU": 0.9238619795885307, + "TN": 4374627, + "TP": 5703, + "n_pred": 5858, + "n_ref": 6018 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4380800, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0937759336099585, + "FN": 41, + "FP": 2143, + "IoU": 0.04919460165433174, + "TN": 4378503, + "TP": 113, + "n_pred": 2256, + "n_ref": 154 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 7694, + "IoU": 0.0, + "TN": 4373106, + "TP": 0, + "n_pred": 7694, + "n_ref": 0 + }, + "8": { + "Dice": 0.9566101005995326, + "FN": 159, + "FP": 268, + "IoU": 0.9168289832489287, + "TN": 4375666, + "TP": 4707, + "n_pred": 4975, + "n_ref": 4866 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4380800, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9452970530081913, + "FN": 80, + "FP": 501, + "IoU": 0.8962685234779504, + "TN": 1396255, + "TP": 5020, + "n_pred": 5521, + "n_ref": 5100 + }, + "10": { + "Dice": 0.8220261636750836, + "FN": 563, + "FP": 22, + "IoU": 0.6978305785123967, + "TN": 1399920, + "TP": 1351, + "n_pred": 1373, + "n_ref": 1914 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6853932584269663, + "FN": 138, + "FP": 30, + "IoU": 0.5213675213675214, + "TN": 1401505, + "TP": 183, + "n_pred": 213, + "n_ref": 321 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 223, + "IoU": 0.0, + "TN": 1401633, + "TP": 0, + "n_pred": 223, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 33, + "IoU": 0.0, + "TN": 1401823, + "TP": 0, + "n_pred": 33, + "n_ref": 0 + }, + "5": { + "Dice": 0.8120107789041447, + "FN": 1837, + "FP": 1093, + "IoU": 0.6835169583063296, + "TN": 1392598, + "TP": 6328, + "n_pred": 7421, + "n_ref": 8165 + }, + "6": { + "Dice": 0.9277026609866025, + "FN": 412, + "FP": 759, + "IoU": 0.8651543067710732, + "TN": 1393172, + "TP": 7513, + "n_pred": 8272, + "n_ref": 7925 + }, + "7": { + "Dice": 0.8961542850621933, + "FN": 1367, + "FP": 2273, + "IoU": 0.8118474103173783, + "TN": 1382510, + "TP": 15706, + "n_pred": 17979, + "n_ref": 17073 + }, + "8": { + "Dice": 0.7457649835811672, + "FN": 32401, + "FP": 1742, + "IoU": 0.5945974827831869, + "TN": 1317636, + "TP": 50077, + "n_pred": 51819, + "n_ref": 82478 + }, + "9": { + "Dice": 0.7942521227955585, + "FN": 284, + "FP": 31, + "IoU": 0.6587215601300108, + "TN": 1400933, + "TP": 608, + "n_pred": 639, + "n_ref": 892 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 2803707, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "10": { + "Dice": 0.608, + "FN": 7, + "FP": 385, + "IoU": 0.4367816091954023, + "TN": 2803016, + "TP": 304, + "n_pred": 689, + "n_ref": 311 + }, + "11": { + "Dice": 0.8035761241125428, + "FN": 430, + "FP": 317, + "IoU": 0.6716483516483517, + "TN": 2801437, + "TP": 1528, + "n_pred": 1845, + "n_ref": 1958 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9189066059225512, + "FN": 1534, + "FP": 1670, + "IoU": 0.8499789296249474, + "TN": 2782355, + "TP": 18153, + "n_pred": 19823, + "n_ref": 19687 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9564502061528702, + "FN": 1123, + "FP": 3271, + "IoU": 0.9165352835027069, + "TN": 2751067, + "TP": 48251, + "n_pred": 51522, + "n_ref": 49374 + }, + "3": { + "Dice": 0.964076170869789, + "FN": 249, + "FP": 100, + "IoU": 0.9306438791732909, + "TN": 2798680, + "TP": 4683, + "n_pred": 4783, + "n_ref": 4932 + }, + "4": { + "Dice": 0.5416666666666666, + "FN": 1606, + "FP": 0, + "IoU": 0.37142857142857144, + "TN": 2801157, + "TP": 949, + "n_pred": 949, + "n_ref": 2555 + }, + "5": { + "Dice": 0.7166467402770941, + "FN": 290, + "FP": 3739, + "IoU": 0.5584173608066637, + "TN": 2794588, + "TP": 5095, + "n_pred": 8834, + "n_ref": 5385 + }, + "6": { + "Dice": 0.9657579378818169, + "FN": 1462, + "FP": 4670, + "IoU": 0.9337832730414124, + "TN": 2711107, + "TP": 86473, + "n_pred": 91143, + "n_ref": 87935 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8691809414135598, + "FN": 10656, + "FP": 7520, + "IoU": 0.7686295475954072, + "TN": 2725154, + "TP": 60382, + "n_pred": 67902, + "n_ref": 71038 + }, + "9": { + "Dice": 0.8248487979819469, + "FN": 411, + "FP": 5352, + "IoU": 0.7019086535974758, + "TN": 2784379, + "TP": 13570, + "n_pred": 18922, + "n_ref": 13981 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.4504805851653334, + "FN": 24472, + "FP": 2799, + "IoU": 0.2907227756248537, + "TN": 2765263, + "TP": 11178, + "n_pred": 13977, + "n_ref": 35650 + }, + "11": { + "Dice": 0.05517241379310345, + "FN": 132, + "FP": 5, + "IoU": 0.028368794326241134, + "TN": 2803571, + "TP": 4, + "n_pred": 9, + "n_ref": 136 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 229, + "IoU": 0.0, + "TN": 2803483, + "TP": 0, + "n_pred": 229, + "n_ref": 0 + }, + "13": { + "Dice": 0.8639472280157152, + "FN": 3646, + "FP": 1964, + "IoU": 0.7604815984971395, + "TN": 2780290, + "TP": 17812, + "n_pred": 19776, + "n_ref": 21458 + }, + "14": { + "Dice": 0.3658381134480561, + "FN": 995, + "FP": 0, + "IoU": 0.22386895475819032, + "TN": 2802430, + "TP": 287, + "n_pred": 287, + "n_ref": 1282 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9722845601436265, + "FN": 485, + "FP": 503, + "IoU": 0.9460639807839284, + "TN": 2785394, + "TP": 17330, + "n_pred": 17833, + "n_ref": 17815 + }, + "3": { + "Dice": 0.9723668245332499, + "FN": 1895, + "FP": 3753, + "IoU": 0.9462197676633022, + "TN": 2698692, + "TP": 99372, + "n_pred": 103125, + "n_ref": 101267 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2803712, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8642974302897758, + "FN": 2048, + "FP": 434, + "IoU": 0.7610244559984595, + "TN": 2793326, + "TP": 7904, + "n_pred": 8338, + "n_ref": 9952 + }, + "6": { + "Dice": 0.8865580339862932, + "FN": 10637, + "FP": 4310, + "IoU": 0.796231919621556, + "TN": 2730359, + "TP": 58406, + "n_pred": 62716, + "n_ref": 69043 + }, + "7": { + "Dice": 0.9475244689274103, + "FN": 2509, + "FP": 606, + "IoU": 0.9002817081759396, + "TN": 2772474, + "TP": 28123, + "n_pred": 28729, + "n_ref": 30632 + }, + "8": { + "Dice": 0.6893169474803399, + "FN": 6759, + "FP": 25676, + "IoU": 0.5259219199906456, + "TN": 2735295, + "TP": 35982, + "n_pred": 61658, + "n_ref": 42741 + }, + "9": { + "Dice": 0.7696905222437137, + "FN": 23388, + "FP": 426, + "IoU": 0.6256072444856698, + "TN": 2740105, + "TP": 39793, + "n_pred": 40219, + "n_ref": 63181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9629010480293191, + "FN": 469, + "FP": 4147, + "IoU": 0.9284562926224427, + "TN": 2038264, + "TP": 59904, + "n_pred": 64051, + "n_ref": 60373 + }, + "10": { + "Dice": 0.6997358063298647, + "FN": 2042, + "FP": 3527, + "IoU": 0.5381489467573395, + "TN": 2090726, + "TP": 6489, + "n_pred": 10016, + "n_ref": 8531 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 117, + "IoU": 0.0, + "TN": 2102667, + "TP": 0, + "n_pred": 117, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3314015883236746, + "FN": 2932, + "FP": 12643, + "IoU": 0.19861075379470028, + "TN": 2083349, + "TP": 3860, + "n_pred": 16503, + "n_ref": 6792 + }, + "14": { + "Dice": 0.8248062015503876, + "FN": 1864, + "FP": 1639, + "IoU": 0.7018469656992085, + "TN": 2091035, + "TP": 8246, + "n_pred": 9885, + "n_ref": 10110 + }, + "15": { + "Dice": 0.0, + "FN": 15, + "FP": 0, + "IoU": 0.0, + "TN": 2102769, + "TP": 0, + "n_pred": 0, + "n_ref": 15 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9592113263267611, + "FN": 2202, + "FP": 2494, + "IoU": 0.9216196818720478, + "TN": 2042871, + "TP": 55217, + "n_pred": 57711, + "n_ref": 57419 + }, + "4": { + "Dice": 0.8833746898263027, + "FN": 94, + "FP": 94, + "IoU": 0.7911111111111111, + "TN": 2101884, + "TP": 712, + "n_pred": 806, + "n_ref": 806 + }, + "5": { + "Dice": 0.823139851967277, + "FN": 273, + "FP": 635, + "IoU": 0.6994372724263489, + "TN": 2099763, + "TP": 2113, + "n_pred": 2748, + "n_ref": 2386 + }, + "6": { + "Dice": 0.9490664055469634, + "FN": 6152, + "FP": 10545, + "IoU": 0.9030698138838255, + "TN": 1930526, + "TP": 155561, + "n_pred": 166106, + "n_ref": 161713 + }, + "7": { + "Dice": 0.948118278254373, + "FN": 31653, + "FP": 152, + "IoU": 0.901354457116095, + "TN": 1780367, + "TP": 290612, + "n_pred": 290764, + "n_ref": 322265 + }, + "8": { + "Dice": 0.9193139448173006, + "FN": 161, + "FP": 921, + "IoU": 0.8506762351642285, + "TN": 2095538, + "TP": 6164, + "n_pred": 7085, + "n_ref": 6325 + }, + "9": { + "Dice": 0.8724835886214442, + "FN": 1119, + "FP": 3543, + "IoU": 0.7738101014021639, + "TN": 2082173, + "TP": 15949, + "n_pred": 19492, + "n_ref": 17068 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 365, + "IoU": 0.0, + "TN": 2102419, + "TP": 0, + "n_pred": 365, + "n_ref": 0 + }, + "14": { + "Dice": 0.938903810741388, + "FN": 3175, + "FP": 2034, + "IoU": 0.88484325949507, + "TN": 2057550, + "TP": 40025, + "n_pred": 42059, + "n_ref": 43200 + }, + "15": { + "Dice": 0.5256240886983922, + "FN": 96951, + "FP": 1, + "IoU": 0.3565061560415491, + "TN": 1952119, + "TP": 53713, + "n_pred": 53714, + "n_ref": 150664 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 2102754, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 59, + "IoU": 0.0, + "TN": 2102725, + "TP": 0, + "n_pred": 59, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2102784, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8788950648475661, + "FN": 1245, + "FP": 912, + "IoU": 0.7839543269230769, + "TN": 2092800, + "TP": 7827, + "n_pred": 8739, + "n_ref": 9072 + }, + "6": { + "Dice": 0.9883529811834051, + "FN": 1933, + "FP": 1355, + "IoU": 0.9769741449340318, + "TN": 1959988, + "TP": 139508, + "n_pred": 140863, + "n_ref": 141441 + }, + "7": { + "Dice": 0.2007062007062007, + "FN": 505, + "FP": 72158, + "IoU": 0.11154720856870369, + "TN": 2020998, + "TP": 9123, + "n_pred": 81281, + "n_ref": 9628 + }, + "8": { + "Dice": 0.965253368957601, + "FN": 1736, + "FP": 943, + "IoU": 0.9328403108548509, + "TN": 2062894, + "TP": 37211, + "n_pred": 38154, + "n_ref": 38947 + }, + "9": { + "Dice": 0.7088271126370583, + "FN": 1285, + "FP": 1344, + "IoU": 0.5489792417224224, + "TN": 2096955, + "TP": 3200, + "n_pred": 4544, + "n_ref": 4485 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3504640, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.5222331476018791, + "FN": 76, + "FP": 4297, + "IoU": 0.3533934644388585, + "TN": 3497877, + "TP": 2390, + "n_pred": 6687, + "n_ref": 2466 + }, + "15": { + "Dice": 0.7726209048361935, + "FN": 5597, + "FP": 233, + "IoU": 0.6294884016523673, + "TN": 3488905, + "TP": 9905, + "n_pred": 10138, + "n_ref": 15502 + }, + "2": { + "Dice": 0.41347357876283497, + "FN": 227, + "FP": 4457, + "IoU": 0.2606156274664562, + "TN": 3498305, + "TP": 1651, + "n_pred": 6108, + "n_ref": 1878 + }, + "3": { + "Dice": 0.9336074036008759, + "FN": 10813, + "FP": 3528, + "IoU": 0.8754818879588789, + "TN": 3389468, + "TP": 100831, + "n_pred": 104359, + "n_ref": 111644 + }, + "4": { + "Dice": 0.896450493728316, + "FN": 693, + "FP": 1635, + "IoU": 0.8123337363966142, + "TN": 3492235, + "TP": 10077, + "n_pred": 11712, + "n_ref": 10770 + }, + "5": { + "Dice": 0.9312557286892759, + "FN": 232, + "FP": 143, + "IoU": 0.8713550600343053, + "TN": 3501725, + "TP": 2540, + "n_pred": 2683, + "n_ref": 2772 + }, + "6": { + "Dice": 0.9833864011930192, + "FN": 2020, + "FP": 4163, + "IoU": 0.9673158044974468, + "TN": 3315466, + "TP": 182991, + "n_pred": 187154, + "n_ref": 185011 + }, + "7": { + "Dice": 0.9318249701314217, + "FN": 2816, + "FP": 2662, + "IoU": 0.8723523243621112, + "TN": 3461725, + "TP": 37437, + "n_pred": 40099, + "n_ref": 40253 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 336, + "IoU": 0.0, + "TN": 3504304, + "TP": 0, + "n_pred": 336, + "n_ref": 0 + }, + "9": { + "Dice": 0.7980984772358352, + "FN": 9114, + "FP": 1334, + "IoU": 0.6640298411473406, + "TN": 3473542, + "TP": 20650, + "n_pred": 21984, + "n_ref": 29764 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9746227202162825, + "FN": 272, + "FP": 2131, + "IoU": 0.9505015757925309, + "TN": 2404701, + "TP": 46144, + "n_pred": 48275, + "n_ref": 46416 + }, + "10": { + "Dice": 0.836388849236291, + "FN": 5622, + "FP": 10424, + "IoU": 0.7187872415001753, + "TN": 2396188, + "TP": 41014, + "n_pred": 51438, + "n_ref": 46636 + }, + "11": { + "Dice": 0.6386167146974063, + "FN": 521, + "FP": 106, + "IoU": 0.4690939881456393, + "TN": 2452067, + "TP": 554, + "n_pred": 660, + "n_ref": 1075 + }, + "12": { + "Dice": 0.4036229833003114, + "FN": 1789, + "FP": 318, + "IoU": 0.2528368794326241, + "TN": 2450428, + "TP": 713, + "n_pred": 1031, + "n_ref": 2502 + }, + "13": { + "Dice": 0.7402294846393346, + "FN": 11473, + "FP": 458, + "IoU": 0.5875907362599377, + "TN": 2424318, + "TP": 16999, + "n_pred": 17457, + "n_ref": 28472 + }, + "14": { + "Dice": 0.892094861660079, + "FN": 9121, + "FP": 161, + "IoU": 0.8052087049589726, + "TN": 2405597, + "TP": 38369, + "n_pred": 38530, + "n_ref": 47490 + }, + "15": { + "Dice": 0.9296239025699352, + "FN": 1250, + "FP": 4257, + "IoU": 0.8685021132309749, + "TN": 2411369, + "TP": 36372, + "n_pred": 40629, + "n_ref": 37622 + }, + "2": { + "Dice": 0.9178769474518088, + "FN": 392, + "FP": 1474, + "IoU": 0.8482186432406051, + "TN": 2440954, + "TP": 10428, + "n_pred": 11902, + "n_ref": 10820 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 88, + "IoU": 0.0, + "TN": 2453160, + "TP": 0, + "n_pred": 88, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2453248, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.28825910931174087, + "FN": 582, + "FP": 297, + "IoU": 0.1684011352885525, + "TN": 2452191, + "TP": 178, + "n_pred": 475, + "n_ref": 760 + }, + "6": { + "Dice": 0.9296571493229736, + "FN": 2609, + "FP": 2986, + "IoU": 0.8685601522306011, + "TN": 2410681, + "TP": 36972, + "n_pred": 39958, + "n_ref": 39581 + }, + "7": { + "Dice": 0.9280782169063404, + "FN": 647, + "FP": 6665, + "IoU": 0.8658077777166033, + "TN": 2398759, + "TP": 47177, + "n_pred": 53842, + "n_ref": 47824 + }, + "8": { + "Dice": 0.9467730688773534, + "FN": 1897, + "FP": 851, + "IoU": 0.8989259967632779, + "TN": 2426060, + "TP": 24440, + "n_pred": 25291, + "n_ref": 26337 + }, + "9": { + "Dice": 0.8768088291408612, + "FN": 2015, + "FP": 2182, + "IoU": 0.7806407777138975, + "TN": 2434115, + "TP": 14936, + "n_pred": 17118, + "n_ref": 16951 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.959757880427813, + "FN": 561, + "FP": 2577, + "IoU": 0.9226293209724346, + "TN": 1010834, + "TP": 37420, + "n_pred": 39997, + "n_ref": 37981 + }, + "10": { + "Dice": 0.8558228835423292, + "FN": 2326, + "FP": 2480, + "IoU": 0.7479811221814369, + "TN": 1032322, + "TP": 14264, + "n_pred": 16744, + "n_ref": 16590 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 269, + "IoU": 0.0, + "TN": 1051123, + "TP": 0, + "n_pred": 269, + "n_ref": 0 + }, + "12": { + "Dice": 0.792147499668391, + "FN": 516, + "FP": 1051, + "IoU": 0.6558313200087854, + "TN": 1046839, + "TP": 2986, + "n_pred": 4037, + "n_ref": 3502 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.975107519874886, + "FN": 405, + "FP": 168, + "IoU": 0.9514242115971516, + "TN": 1039596, + "TP": 11223, + "n_pred": 11391, + "n_ref": 11628 + }, + "3": { + "Dice": 0.9695614541257934, + "FN": 796, + "FP": 892, + "IoU": 0.9409211815763685, + "TN": 1022820, + "TP": 26884, + "n_pred": 27776, + "n_ref": 27680 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9767922816533182, + "FN": 1538, + "FP": 841, + "IoU": 0.9546373274349783, + "TN": 998948, + "TP": 50065, + "n_pred": 50906, + "n_ref": 51603 + }, + "7": { + "Dice": 0.831143936404127, + "FN": 2723, + "FP": 272, + "IoU": 0.7110746671811692, + "TN": 1041026, + "TP": 7371, + "n_pred": 7643, + "n_ref": 10094 + }, + "8": { + "Dice": 0.9716971492796567, + "FN": 550, + "FP": 281, + "IoU": 0.9449523052464229, + "TN": 1036296, + "TP": 14265, + "n_pred": 14546, + "n_ref": 14815 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7301148620342522, + "FN": 65907, + "FP": 20419, + "IoU": 0.5749455916964559, + "TN": 3126314, + "TP": 116768, + "n_pred": 137187, + "n_ref": 182675 + }, + "10": { + "Dice": 0.008786991213008787, + "FN": 33343, + "FP": 5913, + "IoU": 0.004412883591174233, + "TN": 3289978, + "TP": 174, + "n_pred": 6087, + "n_ref": 33517 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 395, + "IoU": 0.0, + "TN": 3329013, + "TP": 0, + "n_pred": 395, + "n_ref": 0 + }, + "12": { + "Dice": 0.07607994842037395, + "FN": 8, + "FP": 1425, + "IoU": 0.039544235924932974, + "TN": 3327916, + "TP": 59, + "n_pred": 1484, + "n_ref": 67 + }, + "13": { + "Dice": 0.09748018454986396, + "FN": 15984, + "FP": 6903, + "IoU": 0.051237408282551924, + "TN": 3305285, + "TP": 1236, + "n_pred": 8139, + "n_ref": 17220 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3329408, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 11539, + "IoU": 0.0, + "TN": 3317869, + "TP": 0, + "n_pred": 11539, + "n_ref": 0 + }, + "2": { + "Dice": 0.30492526749656523, + "FN": 14047, + "FP": 19343, + "IoU": 0.1798889816770644, + "TN": 3288694, + "TP": 7324, + "n_pred": 26667, + "n_ref": 21371 + }, + "3": { + "Dice": 0.799546279491833, + "FN": 6804, + "FP": 15286, + "IoU": 0.6660367374707082, + "TN": 3263263, + "TP": 44055, + "n_pred": 59341, + "n_ref": 50859 + }, + "4": { + "Dice": 0.00028474427773518784, + "FN": 91244, + "FP": 40, + "IoU": 0.00014239241157978905, + "TN": 3238111, + "TP": 13, + "n_pred": 53, + "n_ref": 91257 + }, + "5": { + "Dice": 0.665798772549749, + "FN": 1312, + "FP": 485, + "IoU": 0.49902425425146363, + "TN": 3325821, + "TP": 1790, + "n_pred": 2275, + "n_ref": 3102 + }, + "6": { + "Dice": 0.8291224729301832, + "FN": 138833, + "FP": 77243, + "IoU": 0.708120579447029, + "TN": 2589116, + "TP": 524216, + "n_pred": 601459, + "n_ref": 663049 + }, + "7": { + "Dice": 0.5070652007472514, + "FN": 62355, + "FP": 18124, + "IoU": 0.3396432322436655, + "TN": 3207536, + "TP": 41393, + "n_pred": 59517, + "n_ref": 103748 + }, + "8": { + "Dice": 0.9659469716395712, + "FN": 1294, + "FP": 34, + "IoU": 0.9341367852006149, + "TN": 3309245, + "TP": 18835, + "n_pred": 18869, + "n_ref": 20129 + }, + "9": { + "Dice": 0.8110699763306427, + "FN": 3300, + "FP": 2926, + "IoU": 0.682184788157223, + "TN": 3309818, + "TP": 13364, + "n_pred": 16290, + "n_ref": 16664 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9404515048208156, + "FN": 12658, + "FP": 2591, + "IoU": 0.8875964706662833, + "TN": 5296529, + "TP": 120414, + "n_pred": 123005, + "n_ref": 133072 + }, + "10": { + "Dice": 0.839297056955325, + "FN": 671, + "FP": 847, + "IoU": 0.7230937614009486, + "TN": 5426710, + "TP": 3964, + "n_pred": 4811, + "n_ref": 4635 + }, + "11": { + "Dice": 0.5868528610354223, + "FN": 1854, + "FP": 572, + "IoU": 0.4152807905519402, + "TN": 5428043, + "TP": 1723, + "n_pred": 2295, + "n_ref": 3577 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 333, + "IoU": 0.0, + "TN": 5431859, + "TP": 0, + "n_pred": 333, + "n_ref": 0 + }, + "13": { + "Dice": 0.4123288794163456, + "FN": 843, + "FP": 13495, + "IoU": 0.2597067327550599, + "TN": 5412824, + "TP": 5030, + "n_pred": 18525, + "n_ref": 5873 + }, + "14": { + "Dice": 0.0009407935720914858, + "FN": 227, + "FP": 78356, + "IoU": 0.00047061816331722206, + "TN": 5353572, + "TP": 37, + "n_pred": 78393, + "n_ref": 264 + }, + "15": { + "Dice": 0.2875534626517475, + "FN": 1288, + "FP": 15203, + "IoU": 0.16791967304102123, + "TN": 5412373, + "TP": 3328, + "n_pred": 18531, + "n_ref": 4616 + }, + "2": { + "Dice": 0.9041645445641527, + "FN": 1490, + "FP": 10741, + "IoU": 0.8250915227090722, + "TN": 5362264, + "TP": 57697, + "n_pred": 68438, + "n_ref": 59187 + }, + "3": { + "Dice": 0.7580492816544319, + "FN": 8806, + "FP": 5795, + "IoU": 0.610369856433794, + "TN": 5394718, + "TP": 22873, + "n_pred": 28668, + "n_ref": 31679 + }, + "4": { + "Dice": 0.8776353323059772, + "FN": 2273, + "FP": 5191, + "IoU": 0.7819520317840554, + "TN": 5397961, + "TP": 26767, + "n_pred": 31958, + "n_ref": 29040 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 5432192, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.39792906481888013, + "FN": 4443, + "FP": 688062, + "IoU": 0.24838417330996196, + "TN": 4510837, + "TP": 228850, + "n_pred": 916912, + "n_ref": 233293 + }, + "7": { + "Dice": 0.8749565101030377, + "FN": 27325, + "FP": 10053, + "IoU": 0.7777090556589691, + "TN": 5264043, + "TP": 130771, + "n_pred": 140824, + "n_ref": 158096 + }, + "8": { + "Dice": 0.9324988824318283, + "FN": 98, + "FP": 53, + "IoU": 0.873534338358459, + "TN": 5430998, + "TP": 1043, + "n_pred": 1096, + "n_ref": 1141 + }, + "9": { + "Dice": 0.8216188901139287, + "FN": 498, + "FP": 7268, + "IoU": 0.6972437721726249, + "TN": 5406541, + "TP": 17885, + "n_pred": 25153, + "n_ref": 18383 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9159420289855073, + "FN": 53, + "FP": 5, + "IoU": 0.8449197860962567, + "TN": 4029962, + "TP": 316, + "n_pred": 321, + "n_ref": 369 + }, + "10": { + "Dice": 0.9078884078884079, + "FN": 502, + "FP": 264, + "IoU": 0.8313146883946267, + "TN": 4025795, + "TP": 3775, + "n_pred": 4039, + "n_ref": 4277 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9610738255033557, + "FN": 135, + "FP": 10, + "IoU": 0.9250645994832042, + "TN": 4028401, + "TP": 1790, + "n_pred": 1800, + "n_ref": 1925 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8379114743847426, + "FN": 2853, + "FP": 776, + "IoU": 0.7210392804981167, + "TN": 4017327, + "TP": 9380, + "n_pred": 10156, + "n_ref": 12233 + }, + "6": { + "Dice": 0.9703503547663689, + "FN": 2126, + "FP": 1100, + "IoU": 0.9424082834954923, + "TN": 3974321, + "TP": 52789, + "n_pred": 53889, + "n_ref": 54915 + }, + "7": { + "Dice": 0.8241925655088361, + "FN": 244, + "FP": 910, + "IoU": 0.7009587976159627, + "TN": 4026477, + "TP": 2705, + "n_pred": 3615, + "n_ref": 2949 + }, + "8": { + "Dice": 0.9575861198002681, + "FN": 279, + "FP": 1904, + "IoU": 0.91862372325356, + "TN": 4003510, + "TP": 24643, + "n_pred": 26547, + "n_ref": 24922 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 4030336, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8758193736343772, + "FN": 452, + "FP": 230, + "IoU": 0.779073534175575, + "TN": 3151089, + "TP": 2405, + "n_pred": 2635, + "n_ref": 2857 + }, + "10": { + "Dice": 0.8037996545768566, + "FN": 4822, + "FP": 7674, + "IoU": 0.671960727692752, + "TN": 3116083, + "TP": 25597, + "n_pred": 33271, + "n_ref": 30419 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6378205128205128, + "FN": 1737, + "FP": 523, + "IoU": 0.4682352941176471, + "TN": 3149926, + "TP": 1990, + "n_pred": 2513, + "n_ref": 3727 + }, + "13": { + "Dice": 0.680947450168263, + "FN": 4454, + "FP": 476, + "IoU": 0.516239819448533, + "TN": 3143985, + "TP": 5261, + "n_pred": 5737, + "n_ref": 9715 + }, + "14": { + "Dice": 0.9243985453189109, + "FN": 4518, + "FP": 1968, + "IoU": 0.8594247816380935, + "TN": 3108037, + "TP": 39653, + "n_pred": 41621, + "n_ref": 44171 + }, + "15": { + "Dice": 0.8421480013533762, + "FN": 7773, + "FP": 8556, + "IoU": 0.727336483710989, + "TN": 3094289, + "TP": 43558, + "n_pred": 52114, + "n_ref": 51331 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.964337874080565, + "FN": 1026, + "FP": 317, + "IoU": 0.9311317368340085, + "TN": 3134675, + "TP": 18158, + "n_pred": 18475, + "n_ref": 19184 + }, + "4": { + "Dice": 0.5534188034188035, + "FN": 2847, + "FP": 915, + "IoU": 0.3825701624815362, + "TN": 3148083, + "TP": 2331, + "n_pred": 3246, + "n_ref": 5178 + }, + "5": { + "Dice": 0.6941410129096326, + "FN": 367, + "FP": 249, + "IoU": 0.5315589353612167, + "TN": 3152861, + "TP": 699, + "n_pred": 948, + "n_ref": 1066 + }, + "6": { + "Dice": 0.9470519990995827, + "FN": 2583, + "FP": 12706, + "IoU": 0.8994290300088145, + "TN": 3002154, + "TP": 136733, + "n_pred": 149439, + "n_ref": 139316 + }, + "7": { + "Dice": 0.9349064562984353, + "FN": 10181, + "FP": 4787, + "IoU": 0.8777693394416, + "TN": 3031719, + "TP": 107489, + "n_pred": 112276, + "n_ref": 117670 + }, + "8": { + "Dice": 0.8632089778586594, + "FN": 46, + "FP": 856, + "IoU": 0.7593383137673426, + "TN": 3150428, + "TP": 2846, + "n_pred": 3702, + "n_ref": 2892 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 3154176, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9803082015537706, + "FN": 868, + "FP": 3915, + "IoU": 0.9613769602222259, + "TN": 2855106, + "TP": 119055, + "n_pred": 122970, + "n_ref": 119923 + }, + "10": { + "Dice": 0.7160337885845109, + "FN": 3403, + "FP": 194, + "IoU": 0.557673389080177, + "TN": 2970812, + "TP": 4535, + "n_pred": 4729, + "n_ref": 7938 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3302949061662198, + "FN": 177, + "FP": 2321, + "IoU": 0.19781631342324985, + "TN": 2975830, + "TP": 616, + "n_pred": 2937, + "n_ref": 793 + }, + "14": { + "Dice": 0.7483712216536644, + "FN": 8121, + "FP": 878, + "IoU": 0.5979178767704749, + "TN": 2956563, + "TP": 13382, + "n_pred": 14260, + "n_ref": 21503 + }, + "15": { + "Dice": 0.8198558504608936, + "FN": 19291, + "FP": 14401, + "IoU": 0.6947082276187024, + "TN": 2868584, + "TP": 76668, + "n_pred": 91069, + "n_ref": 95959 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9156864561143527, + "FN": 765, + "FP": 1966, + "IoU": 0.8444849382153636, + "TN": 2961383, + "TP": 14830, + "n_pred": 16796, + "n_ref": 15595 + }, + "4": { + "Dice": 0.9091417910447761, + "FN": 506, + "FP": 468, + "IoU": 0.8334188472721054, + "TN": 2973097, + "TP": 4873, + "n_pred": 5341, + "n_ref": 5379 + }, + "5": { + "Dice": 0.8614506927465363, + "FN": 13, + "FP": 327, + "IoU": 0.7566213314244811, + "TN": 2977547, + "TP": 1057, + "n_pred": 1384, + "n_ref": 1070 + }, + "6": { + "Dice": 0.9512199905852816, + "FN": 5497, + "FP": 4451, + "IoU": 0.9069776140337753, + "TN": 2872002, + "TP": 96994, + "n_pred": 101445, + "n_ref": 102491 + }, + "7": { + "Dice": 0.6675275973824395, + "FN": 1435, + "FP": 25340, + "IoU": 0.5009691728482499, + "TN": 2925290, + "TP": 26879, + "n_pred": 52219, + "n_ref": 28314 + }, + "8": { + "Dice": 0.8910924944434946, + "FN": 561, + "FP": 76, + "IoU": 0.803576934936787, + "TN": 2975701, + "TP": 2606, + "n_pred": 2682, + "n_ref": 3167 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2978944, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9810244325933275, + "FN": 924, + "FP": 606, + "IoU": 0.9627555988315482, + "TN": 2587400, + "TP": 39550, + "n_pred": 40156, + "n_ref": 40474 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9686692811354919, + "FN": 5229, + "FP": 2073, + "IoU": 0.9392421494067331, + "TN": 2508298, + "TP": 112880, + "n_pred": 114953, + "n_ref": 118109 + }, + "15": { + "Dice": 0.6592682503901509, + "FN": 1956, + "FP": 1974, + "IoU": 0.491722710812209, + "TN": 2620748, + "TP": 3802, + "n_pred": 5776, + "n_ref": 5758 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9205983889528193, + "FN": 144, + "FP": 63, + "IoU": 0.8528784648187633, + "TN": 2627073, + "TP": 1200, + "n_pred": 1263, + "n_ref": 1344 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 2628480, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2850349/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset366_AMOS2022_task1__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-1000__unc-softrank_bald__seed-12347/gt_segmentations/amos_0391.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.6313696673027549, + "FN": 5922.4039999999995, + "FP": 5657.583555555555, + "IoU": 0.545673239792791, + "TN": 2881493.0382222226, + "TP": 27460.30755555556, + "n_pred": 33117.89111111111, + "n_ref": 33382.71155555556 + }, + "mean": { + "1": { + "Dice": 0.8118927801371552, + "FN": 5298.08, + "FP": 2696.4800000000005, + "IoU": 0.7500763093450324, + "TN": 2875456.5333333337, + "TP": 37082.240000000005, + "n_pred": 39778.72, + "n_ref": 42380.32 + }, + "10": { + "Dice": 0.6848514596542445, + "FN": 4501.280000000001, + "FP": 4365.620000000001, + "IoU": 0.5636067621219201, + "TN": 2898866.226666667, + "TP": 12800.206666666665, + "n_pred": 17165.826666666668, + "n_ref": 17301.486666666668 + }, + "11": { + "Dice": 0.21008490813830005, + "FN": 414.4133333333333, + "FP": 118.7, + "IoU": 0.1516269909719908, + "TN": 2919811.246666667, + "TP": 188.97333333333336, + "n_pred": 307.67333333333335, + "n_ref": 603.3866666666667 + }, + "12": { + "Dice": 0.27889492461597615, + "FN": 475.00666666666666, + "FP": 276.7133333333333, + "IoU": 0.19981093013227658, + "TN": 2919388.413333333, + "TP": 393.2, + "n_pred": 669.9133333333333, + "n_ref": 868.2066666666667 + }, + "13": { + "Dice": 0.5277522391755288, + "FN": 6239.253333333333, + "FP": 4696.879999999999, + "IoU": 0.40238691472436, + "TN": 2900270.7199999997, + "TP": 9326.48, + "n_pred": 14023.36, + "n_ref": 15565.733333333334 + }, + "14": { + "Dice": 0.6517010436439772, + "FN": 7819.893333333333, + "FP": 7644.919999999998, + "IoU": 0.5672929824901276, + "TN": 2883694.8933333335, + "TP": 21373.62666666667, + "n_pred": 29018.54666666667, + "n_ref": 29193.52 + }, + "15": { + "Dice": 0.5053686003605045, + "FN": 4184.946666666667, + "FP": 3761.066666666667, + "IoU": 0.4092883998126638, + "TN": 2902483.4400000004, + "TP": 10103.88, + "n_pred": 13864.946666666667, + "n_ref": 14288.826666666666 + }, + "2": { + "Dice": 0.7230397342444095, + "FN": 4892.913333333333, + "FP": 4086.12, + "IoU": 0.6605799948693537, + "TN": 2885377.2666666666, + "TP": 26177.033333333333, + "n_pred": 30263.153333333332, + "n_ref": 31069.946666666667 + }, + "3": { + "Dice": 0.736070222526559, + "FN": 8631.56, + "FP": 3019.4133333333334, + "IoU": 0.680246211064375, + "TN": 2882366.1333333333, + "TP": 26516.226666666666, + "n_pred": 29535.640000000003, + "n_ref": 35147.78666666667 + }, + "4": { + "Dice": 0.5262397362382918, + "FN": 3268.5666666666666, + "FP": 2082.4, + "IoU": 0.4458721032846986, + "TN": 2909013.9600000004, + "TP": 6168.406666666667, + "n_pred": 8250.806666666667, + "n_ref": 9436.973333333333 + }, + "5": { + "Dice": 0.6141773410281638, + "FN": 859.5866666666667, + "FP": 577.1800000000001, + "IoU": 0.49153210458312235, + "TN": 2916907.586666667, + "TP": 2188.9800000000005, + "n_pred": 2766.16, + "n_ref": 3048.5666666666666 + }, + "6": { + "Dice": 0.8811729862560254, + "FN": 18801.94, + "FP": 27952.526666666665, + "IoU": 0.8177742339113221, + "TN": 2710844.6133333333, + "TP": 162934.25333333333, + "n_pred": 190886.77999999997, + "n_ref": 181736.1933333333 + }, + "7": { + "Dice": 0.7077275874774163, + "FN": 18852.70666666667, + "FP": 20047.9, + "IoU": 0.6142155844767065, + "TN": 2811156.2333333334, + "TP": 70476.49333333333, + "n_pred": 90524.39333333334, + "n_ref": 89329.2 + }, + "8": { + "Dice": 0.8431878002745036, + "FN": 2161.32, + "FP": 1654.8799999999999, + "IoU": 0.7698671119501806, + "TN": 2900628.88, + "TP": 16088.253333333336, + "n_pred": 17743.13333333333, + "n_ref": 18249.57333333333 + }, + "9": { + "Dice": 0.7683836457702663, + "FN": 2434.5933333333332, + "FP": 1882.9533333333336, + "IoU": 0.6609219631537343, + "TN": 2906129.4266666668, + "TP": 10086.36, + "n_pred": 11969.313333333334, + "n_ref": 12520.953333333335 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/loop_000/summary.json b/nnActive_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/loop_000/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..10c29e349ee6560e5fe82880aec2a52a883a8149 --- /dev/null +++ b/nnActive_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/loop_000/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.2015019797992334, + "FN": 115607.40800000001, + "FP": 63185.92266666666, + "IoU": 0.13274004298227499, + "TN": 96207184.38666669, + "TP": 70983.12266666668, + "n_pred": 134169.04533333334, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.39865490797194936, + "FN": 116957.34, + "FP": 91284.22, + "IoU": 0.2684501888680878, + "TN": 96171388.48, + "TP": 77330.8, + "n_pred": 168615.02, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.1612389863718737, + "FN": 60122.04, + "FP": 54249.44, + "IoU": 0.09359171733590863, + "TN": 96328488.84, + "TP": 14100.52, + "n_pred": 68349.96, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.0, + "FN": 3700.38, + "FP": 0.0, + "IoU": 0.0, + "TN": 96453260.46, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.0, + "FN": 4236.66, + "FP": 0.0, + "IoU": 0.0, + "TN": 96452724.18, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.007837497310554753, + "FN": 57594.06, + "FP": 2579.26, + "IoU": 0.00400341219691138, + "TN": 96396523.44, + "TP": 264.08, + "n_pred": 2843.34, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.32892765682336267, + "FN": 97828.6, + "FP": 55629.56, + "IoU": 0.21470398827581885, + "TN": 96262973.14, + "TP": 40529.54, + "n_pred": 96159.1, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.3541030204485143, + "FN": 34676.1, + "FP": 24109.74, + "IoU": 0.23584122002762914, + "TN": 96378804.06, + "TP": 19370.94, + "n_pred": 43480.68, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.010017974217961743, + "FN": 156036.36, + "FP": 1429.82, + "IoU": 0.005117019166647685, + "TN": 96298689.32, + "TP": 805.34, + "n_pred": 2235.16, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.26565164041689804, + "FN": 91104.34, + "FP": 257030.86, + "IoU": 0.16497560300034625, + "TN": 96036527.4, + "TP": 72298.24, + "n_pred": 329329.1, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.2038590947828444, + "FN": 22238.6, + "FP": 4499.18, + "IoU": 0.13472240923668952, + "TN": 96425884.16, + "TP": 4338.9, + "n_pred": 8838.08, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.0, + "FN": 17152.16, + "FP": 0.0, + "IoU": 0.0, + "TN": 96439808.68, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.611231126601782, + "FN": 591233.02, + "FP": 377366.42, + "IoU": 0.4487600381885152, + "TN": 94720370.8, + "TP": 767990.6, + "n_pred": 1145357.02, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.08391112721843715, + "FN": 320612.14, + "FP": 27176.28, + "IoU": 0.04587021618291151, + "TN": 96090859.9, + "TP": 18312.52, + "n_pred": 45488.8, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.34184241237465074, + "FN": 101159.28, + "FP": 21149.32, + "IoU": 0.2187302271526662, + "TN": 96303442.34, + "TP": 31209.9, + "n_pred": 52359.22, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.25525425244967276, + "FN": 59460.04, + "FP": 31284.74, + "IoU": 0.1563346051019928, + "TN": 96348020.6, + "TP": 18195.46, + "n_pred": 49480.2, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.37324458747805733, + "FN": 31454, + "FP": 174202, + "IoU": 0.22944112225169733, + "TN": 119326428, + "TP": 61236, + "n_pred": 235438, + "n_ref": 92690 + }, + "10": { + "Dice": 0.22033990236846862, + "FN": 63148, + "FP": 23098, + "IoU": 0.12381010433492833, + "TN": 119494887, + "TP": 12187, + "n_pred": 35285, + "n_ref": 75335 + }, + "11": { + "Dice": 0.0, + "FN": 3546, + "FP": 0, + "IoU": 0.0, + "TN": 119589774, + "TP": 0, + "n_pred": 0, + "n_ref": 3546 + }, + "12": { + "Dice": 0.0, + "FN": 4465, + "FP": 0, + "IoU": 0.0, + "TN": 119588855, + "TP": 0, + "n_pred": 0, + "n_ref": 4465 + }, + "13": { + "Dice": 0.008300552167165904, + "FN": 52527, + "FP": 2431, + "IoU": 0.004167572660723345, + "TN": 119538132, + "TP": 230, + "n_pred": 2661, + "n_ref": 52757 + }, + "14": { + "Dice": 0.16117978978096992, + "FN": 220320, + "FP": 62427, + "IoU": 0.08765391465964532, + "TN": 119283408, + "TP": 27165, + "n_pred": 89592, + "n_ref": 247485 + }, + "15": { + "Dice": 0.2954245545310438, + "FN": 15065, + "FP": 69830, + "IoU": 0.17331268927775018, + "TN": 119490627, + "TP": 17798, + "n_pred": 87628, + "n_ref": 32863 + }, + "2": { + "Dice": 0.0, + "FN": 140798, + "FP": 335, + "IoU": 0.0, + "TN": 119452187, + "TP": 0, + "n_pred": 335, + "n_ref": 140798 + }, + "3": { + "Dice": 0.3152958997062862, + "FN": 67968, + "FP": 376824, + "IoU": 0.18715209374234743, + "TN": 119046118, + "TP": 102410, + "n_pred": 479234, + "n_ref": 170378 + }, + "4": { + "Dice": 0.3424305548212454, + "FN": 61512, + "FP": 675, + "IoU": 0.20658594776662115, + "TN": 119514941, + "TP": 16192, + "n_pred": 16867, + "n_ref": 77704 + }, + "5": { + "Dice": 0.0, + "FN": 64264, + "FP": 0, + "IoU": 0.0, + "TN": 119529056, + "TP": 0, + "n_pred": 0, + "n_ref": 64264 + }, + "6": { + "Dice": 0.6435342627764313, + "FN": 458782, + "FP": 342353, + "IoU": 0.47441984350716104, + "TN": 118069033, + "TP": 723152, + "n_pred": 1065505, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 50910, + "IoU": 0.0, + "TN": 119542410, + "TP": 0, + "n_pred": 50910, + "n_ref": 0 + }, + "8": { + "Dice": 0.22738937146850113, + "FN": 248756, + "FP": 7760, + "IoU": 0.12827936818639046, + "TN": 119299056, + "TP": 37748, + "n_pred": 45508, + "n_ref": 286504 + }, + "9": { + "Dice": 0.1968920266282618, + "FN": 66759, + "FP": 12984, + "IoU": 0.10919591590518109, + "TN": 119503802, + "TP": 9775, + "n_pred": 22759, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5758189265636187, + "FN": 90440, + "FP": 54126, + "IoU": 0.4043158115942626, + "TN": 72582971, + "TP": 98123, + "n_pred": 152249, + "n_ref": 188563 + }, + "10": { + "Dice": 0.2755241124164341, + "FN": 55716, + "FP": 11256, + "IoU": 0.15977266739433174, + "TN": 72745953, + "TP": 12735, + "n_pred": 23991, + "n_ref": 68451 + }, + "11": { + "Dice": 0.0, + "FN": 2247, + "FP": 0, + "IoU": 0.0, + "TN": 72823413, + "TP": 0, + "n_pred": 0, + "n_ref": 2247 + }, + "12": { + "Dice": 0.0, + "FN": 2874, + "FP": 0, + "IoU": 0.0, + "TN": 72822786, + "TP": 0, + "n_pred": 0, + "n_ref": 2874 + }, + "13": { + "Dice": 0.0, + "FN": 50183, + "FP": 258, + "IoU": 0.0, + "TN": 72775219, + "TP": 0, + "n_pred": 258, + "n_ref": 50183 + }, + "14": { + "Dice": 0.406062808591694, + "FN": 44485, + "FP": 50305, + "IoU": 0.25475458555109165, + "TN": 72698467, + "TP": 32403, + "n_pred": 82708, + "n_ref": 76888 + }, + "15": { + "Dice": 0.5981875640945146, + "FN": 13899, + "FP": 24499, + "IoU": 0.4267243953418931, + "TN": 72758680, + "TP": 28582, + "n_pred": 53081, + "n_ref": 42481 + }, + "2": { + "Dice": 0.0010125244876846207, + "FN": 135774, + "FP": 381, + "IoU": 0.0005065186751233262, + "TN": 72689436, + "TP": 69, + "n_pred": 450, + "n_ref": 135843 + }, + "3": { + "Dice": 0.4190487491683018, + "FN": 28267, + "FP": 245899, + "IoU": 0.26506114527430935, + "TN": 72452614, + "TP": 98880, + "n_pred": 344779, + "n_ref": 127147 + }, + "4": { + "Dice": 0.0, + "FN": 27010, + "FP": 4049, + "IoU": 0.0, + "TN": 72794601, + "TP": 0, + "n_pred": 4049, + "n_ref": 27010 + }, + "5": { + "Dice": 0.0, + "FN": 8639, + "FP": 0, + "IoU": 0.0, + "TN": 72817021, + "TP": 0, + "n_pred": 0, + "n_ref": 8639 + }, + "6": { + "Dice": 0.6489863049068966, + "FN": 483908, + "FP": 299133, + "IoU": 0.48036989355772036, + "TN": 71318740, + "TP": 723879, + "n_pred": 1023012, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.08530582300999327, + "FN": 227660, + "FP": 12975, + "IoU": 0.0445532367702179, + "TN": 72573804, + "TP": 11221, + "n_pred": 24196, + "n_ref": 238881 + }, + "8": { + "Dice": 0.38360864451949117, + "FN": 40417, + "FP": 16712, + "IoU": 0.23732411288815314, + "TN": 72750754, + "TP": 17777, + "n_pred": 34489, + "n_ref": 58194 + }, + "9": { + "Dice": 0.18437104178082808, + "FN": 67723, + "FP": 23072, + "IoU": 0.10154665188952769, + "TN": 72724603, + "TP": 10262, + "n_pred": 33334, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.15326047281908653, + "FN": 234638, + "FP": 46057, + "IoU": 0.08298976144894772, + "TN": 71503390, + "TP": 25403, + "n_pred": 71460, + "n_ref": 260041 + }, + "10": { + "Dice": 0.16685658795667813, + "FN": 76879, + "FP": 91281, + "IoU": 0.09102211363304666, + "TN": 71624489, + "TP": 16839, + "n_pred": 108120, + "n_ref": 93718 + }, + "11": { + "Dice": 0.0, + "FN": 3369, + "FP": 0, + "IoU": 0.0, + "TN": 71806119, + "TP": 0, + "n_pred": 0, + "n_ref": 3369 + }, + "12": { + "Dice": 0.0, + "FN": 6509, + "FP": 0, + "IoU": 0.0, + "TN": 71802979, + "TP": 0, + "n_pred": 0, + "n_ref": 6509 + }, + "13": { + "Dice": 0.03446263386734366, + "FN": 62720, + "FP": 3456, + "IoU": 0.017533441216206185, + "TN": 71742131, + "TP": 1181, + "n_pred": 4637, + "n_ref": 63901 + }, + "14": { + "Dice": 0.33479824712959616, + "FN": 415593, + "FP": 7921, + "IoU": 0.20105566580895393, + "TN": 71279396, + "TP": 106578, + "n_pred": 114499, + "n_ref": 522171 + }, + "15": { + "Dice": 0.0, + "FN": 180663, + "FP": 19644, + "IoU": 0.0, + "TN": 71609181, + "TP": 0, + "n_pred": 19644, + "n_ref": 180663 + }, + "2": { + "Dice": 0.0007607145282890716, + "FN": 146818, + "FP": 300, + "IoU": 0.0003805019908407735, + "TN": 71662314, + "TP": 56, + "n_pred": 356, + "n_ref": 146874 + }, + "3": { + "Dice": 0.5104468514316951, + "FN": 26721, + "FP": 276870, + "IoU": 0.3426845506803936, + "TN": 71347623, + "TP": 158274, + "n_pred": 435144, + "n_ref": 184995 + }, + "4": { + "Dice": 0.4406683429313002, + "FN": 8542, + "FP": 5250, + "IoU": 0.2826007802340702, + "TN": 71790263, + "TP": 5433, + "n_pred": 10683, + "n_ref": 13975 + }, + "5": { + "Dice": 0.0, + "FN": 10343, + "FP": 0, + "IoU": 0.0, + "TN": 71799145, + "TP": 0, + "n_pred": 0, + "n_ref": 10343 + }, + "6": { + "Dice": 0.6905923668373583, + "FN": 355411, + "FP": 444581, + "IoU": 0.5274082335760903, + "TN": 70116712, + "TP": 892784, + "n_pred": 1337365, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.31560854722296616, + "FN": 188592, + "FP": 13285, + "IoU": 0.1873724464123981, + "TN": 71561063, + "TP": 46548, + "n_pred": 59833, + "n_ref": 235140 + }, + "8": { + "Dice": 0.6697448547977759, + "FN": 29379, + "FP": 21762, + "IoU": 0.5034709748827636, + "TN": 71706491, + "TP": 51856, + "n_pred": 73618, + "n_ref": 81235 + }, + "9": { + "Dice": 0.6187578411715736, + "FN": 35384, + "FP": 29646, + "IoU": 0.4479720208485425, + "TN": 71691686, + "TP": 52772, + "n_pred": 82418, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6339593250329884, + "FN": 46520, + "FP": 147106, + "IoU": 0.464085247716579, + "TN": 135084210, + "TP": 167674, + "n_pred": 314780, + "n_ref": 214194 + }, + "10": { + "Dice": 0.29223864558202256, + "FN": 57396, + "FP": 76964, + "IoU": 0.17112381939432075, + "TN": 135283411, + "TP": 27739, + "n_pred": 104703, + "n_ref": 85135 + }, + "11": { + "Dice": 0.0, + "FN": 3547, + "FP": 0, + "IoU": 0.0, + "TN": 135441963, + "TP": 0, + "n_pred": 0, + "n_ref": 3547 + }, + "12": { + "Dice": 0.0, + "FN": 5508, + "FP": 0, + "IoU": 0.0, + "TN": 135440002, + "TP": 0, + "n_pred": 0, + "n_ref": 5508 + }, + "13": { + "Dice": 0.07873639385578031, + "FN": 38761, + "FP": 3642, + "IoU": 0.040981567341399974, + "TN": 135401295, + "TP": 1812, + "n_pred": 5454, + "n_ref": 40573 + }, + "14": { + "Dice": 0.6050833415674143, + "FN": 63406, + "FP": 40510, + "IoU": 0.4337774145211824, + "TN": 135261985, + "TP": 79609, + "n_pred": 120119, + "n_ref": 143015 + }, + "15": { + "Dice": 0.6079906385824139, + "FN": 14929, + "FP": 31971, + "IoU": 0.4367719466794764, + "TN": 135362240, + "TP": 36370, + "n_pred": 68341, + "n_ref": 51299 + }, + "2": { + "Dice": 3.814355326270419e-05, + "FN": 209535, + "FP": 191, + "IoU": 1.9072140370953132e-05, + "TN": 135235780, + "TP": 4, + "n_pred": 195, + "n_ref": 209539 + }, + "3": { + "Dice": 0.35869375532436687, + "FN": 53181, + "FP": 567876, + "IoU": 0.2185416380934166, + "TN": 134650769, + "TP": 173684, + "n_pred": 741560, + "n_ref": 226865 + }, + "4": { + "Dice": 0.4790206376788957, + "FN": 24574, + "FP": 2109, + "IoU": 0.31494223363286267, + "TN": 135406560, + "TP": 12267, + "n_pred": 14376, + "n_ref": 36841 + }, + "5": { + "Dice": 0.0, + "FN": 28044, + "FP": 0, + "IoU": 0.0, + "TN": 135417466, + "TP": 0, + "n_pred": 0, + "n_ref": 28044 + }, + "6": { + "Dice": 0.6370014739890584, + "FN": 680939, + "FP": 437617, + "IoU": 0.46735301750718455, + "TN": 133345515, + "TP": 981439, + "n_pred": 1419056, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.05391268140771519, + "FN": 192755, + "FP": 25373, + "IoU": 0.027703115318953565, + "TN": 135221167, + "TP": 6215, + "n_pred": 31588, + "n_ref": 198970 + }, + "8": { + "Dice": 0.24017510007775825, + "FN": 247931, + "FP": 15903, + "IoU": 0.13647670293128053, + "TN": 135139978, + "TP": 41698, + "n_pred": 57601, + "n_ref": 289629 + }, + "9": { + "Dice": 0.27848929889746216, + "FN": 75061, + "FP": 43976, + "IoU": 0.16177029786634745, + "TN": 135303500, + "TP": 22973, + "n_pred": 66949, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.02949132892130815, + "FN": 251330, + "FP": 70118, + "IoU": 0.014966353284385227, + "TN": 105427673, + "TP": 4884, + "n_pred": 75002, + "n_ref": 256214 + }, + "10": { + "Dice": 0.00929468894794696, + "FN": 60151, + "FP": 11050, + "IoU": 0.004669043125742643, + "TN": 105682470, + "TP": 334, + "n_pred": 11384, + "n_ref": 60485 + }, + "11": { + "Dice": 0.0, + "FN": 2469, + "FP": 0, + "IoU": 0.0, + "TN": 105751536, + "TP": 0, + "n_pred": 0, + "n_ref": 2469 + }, + "12": { + "Dice": 0.0, + "FN": 4404, + "FP": 0, + "IoU": 0.0, + "TN": 105749601, + "TP": 0, + "n_pred": 0, + "n_ref": 4404 + }, + "13": { + "Dice": 0.001481810772764318, + "FN": 80842, + "FP": 20, + "IoU": 0.0007414547341884778, + "TN": 105673083, + "TP": 60, + "n_pred": 80, + "n_ref": 80902 + }, + "14": { + "Dice": 0.38198897534033505, + "FN": 143854, + "FP": 27793, + "IoU": 0.23608552075266806, + "TN": 105529311, + "TP": 53047, + "n_pred": 80840, + "n_ref": 196901 + }, + "15": { + "Dice": 0.07622756071805702, + "FN": 26777, + "FP": 1217, + "IoU": 0.03962400082335586, + "TN": 105724856, + "TP": 1155, + "n_pred": 2372, + "n_ref": 27932 + }, + "2": { + "Dice": 0.0, + "FN": 152890, + "FP": 1731, + "IoU": 0.0, + "TN": 105599384, + "TP": 0, + "n_pred": 1731, + "n_ref": 152890 + }, + "3": { + "Dice": 0.3127442833841135, + "FN": 115569, + "FP": 130072, + "IoU": 0.18535677805340728, + "TN": 105452473, + "TP": 55891, + "n_pred": 185963, + "n_ref": 171460 + }, + "4": { + "Dice": 0.06947845804988662, + "FN": 39322, + "FP": 1714, + "IoU": 0.03598947566246946, + "TN": 105711437, + "TP": 1532, + "n_pred": 3246, + "n_ref": 40854 + }, + "5": { + "Dice": 0.0, + "FN": 12365, + "FP": 0, + "IoU": 0.0, + "TN": 105741640, + "TP": 0, + "n_pred": 0, + "n_ref": 12365 + }, + "6": { + "Dice": 0.48854146990918823, + "FN": 950779, + "FP": 275830, + "IoU": 0.32322518956562807, + "TN": 103941572, + "TP": 585824, + "n_pred": 861654, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.1375496062992126, + "FN": 246546, + "FP": 27282, + "IoU": 0.07385410465934304, + "TN": 105458341, + "TP": 21836, + "n_pred": 49118, + "n_ref": 268382 + }, + "8": { + "Dice": 0.15381504751492095, + "FN": 78398, + "FP": 34599, + "IoU": 0.08331508027290353, + "TN": 105630738, + "TP": 10270, + "n_pred": 44869, + "n_ref": 88668 + }, + "9": { + "Dice": 0.06038430358668741, + "FN": 72051, + "FP": 13719, + "IoU": 0.031132096785125275, + "TN": 105665479, + "TP": 2756, + "n_pred": 16475, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.31638494053942595, + "FN": 182671, + "FP": 122343, + "IoU": 0.18791999914802074, + "TN": 96762284, + "TP": 70582, + "n_pred": 192925, + "n_ref": 253253 + }, + "10": { + "Dice": 0.4573367798411012, + "FN": 40476, + "FP": 130623, + "IoU": 0.2964592490861318, + "TN": 96894683, + "TP": 72098, + "n_pred": 202721, + "n_ref": 112574 + }, + "11": { + "Dice": 0.0, + "FN": 3561, + "FP": 0, + "IoU": 0.0, + "TN": 97134319, + "TP": 0, + "n_pred": 0, + "n_ref": 3561 + }, + "12": { + "Dice": 0.0, + "FN": 4518, + "FP": 0, + "IoU": 0.0, + "TN": 97133362, + "TP": 0, + "n_pred": 0, + "n_ref": 4518 + }, + "13": { + "Dice": 0.0, + "FN": 49897, + "FP": 0, + "IoU": 0.0, + "TN": 97087983, + "TP": 0, + "n_pred": 0, + "n_ref": 49897 + }, + "14": { + "Dice": 0.4443830338249692, + "FN": 180042, + "FP": 31068, + "IoU": 0.2856635299611211, + "TN": 96842347, + "TP": 84423, + "n_pred": 115491, + "n_ref": 264465 + }, + "15": { + "Dice": 0.25637948681749195, + "FN": 15108, + "FP": 27030, + "IoU": 0.14703858143395004, + "TN": 97088478, + "TP": 7264, + "n_pred": 34294, + "n_ref": 22372 + }, + "2": { + "Dice": 0.033239194838995484, + "FN": 135602, + "FP": 4064, + "IoU": 0.01690047653571906, + "TN": 96995813, + "TP": 2401, + "n_pred": 6465, + "n_ref": 138003 + }, + "3": { + "Dice": 0.016735805588724326, + "FN": 153999, + "FP": 370540, + "IoU": 0.008438515471556872, + "TN": 96608877, + "TP": 4464, + "n_pred": 375004, + "n_ref": 158463 + }, + "4": { + "Dice": 0.33908492456147526, + "FN": 19203, + "FP": 13125, + "IoU": 0.20415548607862927, + "TN": 97097259, + "TP": 8293, + "n_pred": 21418, + "n_ref": 27496 + }, + "5": { + "Dice": 0.0, + "FN": 14633, + "FP": 0, + "IoU": 0.0, + "TN": 97123247, + "TP": 0, + "n_pred": 0, + "n_ref": 14633 + }, + "6": { + "Dice": 0.6174273117540459, + "FN": 664080, + "FP": 372257, + "IoU": 0.44657855388230266, + "TN": 95265280, + "TP": 836263, + "n_pred": 1208520, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.20724586521926402, + "FN": 222253, + "FP": 22536, + "IoU": 0.11560194518508884, + "TN": 96861094, + "TP": 31997, + "n_pred": 54533, + "n_ref": 254250 + }, + "8": { + "Dice": 0.42320605978837, + "FN": 73163, + "FP": 76466, + "IoU": 0.2683965539159601, + "TN": 96933358, + "TP": 54893, + "n_pred": 131359, + "n_ref": 128056 + }, + "9": { + "Dice": 0.36035439087732046, + "FN": 34862, + "FP": 84840, + "IoU": 0.219775778907574, + "TN": 96984460, + "TP": 33718, + "n_pred": 118558, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.44120464719304664, + "FN": 72189, + "FP": 184459, + "IoU": 0.2830420596254414, + "TN": 130408824, + "TP": 101320, + "n_pred": 285779, + "n_ref": 173509 + }, + "10": { + "Dice": 0.060897806189907706, + "FN": 72504, + "FP": 73810, + "IoU": 0.03140515563558368, + "TN": 130615734, + "TP": 4744, + "n_pred": 78554, + "n_ref": 77248 + }, + "11": { + "Dice": 0.0, + "FN": 4049, + "FP": 0, + "IoU": 0.0, + "TN": 130762743, + "TP": 0, + "n_pred": 0, + "n_ref": 4049 + }, + "12": { + "Dice": 0.0, + "FN": 3328, + "FP": 0, + "IoU": 0.0, + "TN": 130763464, + "TP": 0, + "n_pred": 0, + "n_ref": 3328 + }, + "13": { + "Dice": 0.0, + "FN": 61367, + "FP": 9091, + "IoU": 0.0, + "TN": 130696334, + "TP": 0, + "n_pred": 9091, + "n_ref": 61367 + }, + "14": { + "Dice": 0.6099963760116968, + "FN": 86207, + "FP": 7420, + "IoU": 0.43884516952657227, + "TN": 130599945, + "TP": 73220, + "n_pred": 80640, + "n_ref": 159427 + }, + "15": { + "Dice": 0.36247486099609605, + "FN": 13470, + "FP": 40420, + "IoU": 0.22135529547753216, + "TN": 130697582, + "TP": 15320, + "n_pred": 55740, + "n_ref": 28790 + }, + "2": { + "Dice": 0.0, + "FN": 166331, + "FP": 129, + "IoU": 0.0, + "TN": 130600332, + "TP": 0, + "n_pred": 129, + "n_ref": 166331 + }, + "3": { + "Dice": 0.3498883123714501, + "FN": 21710, + "FP": 514677, + "IoU": 0.21203916982994675, + "TN": 130086064, + "TP": 144341, + "n_pred": 659018, + "n_ref": 166051 + }, + "4": { + "Dice": 0.13490591847280908, + "FN": 27717, + "FP": 742, + "IoU": 0.07233196427407262, + "TN": 130736114, + "TP": 2219, + "n_pred": 2961, + "n_ref": 29936 + }, + "5": { + "Dice": 0.0, + "FN": 31309, + "FP": 0, + "IoU": 0.0, + "TN": 130735483, + "TP": 0, + "n_pred": 0, + "n_ref": 31309 + }, + "6": { + "Dice": 0.74572204534574, + "FN": 339423, + "FP": 340962, + "IoU": 0.5945428942433237, + "TN": 129088723, + "TP": 997684, + "n_pred": 1338646, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.09802068721301725, + "FN": 420502, + "FP": 40533, + "IoU": 0.051536147924441354, + "TN": 130280706, + "TP": 25051, + "n_pred": 65584, + "n_ref": 445553 + }, + "8": { + "Dice": 0.22101162363189003, + "FN": 198959, + "FP": 21395, + "IoU": 0.12423443939701048, + "TN": 130515179, + "TP": 31259, + "n_pred": 52654, + "n_ref": 230218 + }, + "9": { + "Dice": 0.3157418488572346, + "FN": 80395, + "FP": 13373, + "IoU": 0.1874664217257933, + "TN": 130651390, + "TP": 21634, + "n_pred": 35007, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.42859086201751767, + "FN": 103175, + "FP": 157255, + "IoU": 0.2727430124071835, + "TN": 71877909, + "TP": 97669, + "n_pred": 254924, + "n_ref": 200844 + }, + "10": { + "Dice": 0.09139871706943156, + "FN": 58132, + "FP": 31954, + "IoU": 0.04788780028958855, + "TN": 72141391, + "TP": 4531, + "n_pred": 36485, + "n_ref": 62663 + }, + "11": { + "Dice": 0.0, + "FN": 2687, + "FP": 0, + "IoU": 0.0, + "TN": 72233321, + "TP": 0, + "n_pred": 0, + "n_ref": 2687 + }, + "12": { + "Dice": 0.0, + "FN": 4071, + "FP": 0, + "IoU": 0.0, + "TN": 72231937, + "TP": 0, + "n_pred": 0, + "n_ref": 4071 + }, + "13": { + "Dice": 0.002581683924159565, + "FN": 70345, + "FP": 1515, + "IoU": 0.001292510388725974, + "TN": 72164055, + "TP": 93, + "n_pred": 1608, + "n_ref": 70438 + }, + "14": { + "Dice": 0.04082259349179997, + "FN": 65337, + "FP": 334475, + "IoU": 0.020836598746081503, + "TN": 71827688, + "TP": 8508, + "n_pred": 342983, + "n_ref": 73845 + }, + "15": { + "Dice": 0.3731346257297125, + "FN": 18952, + "FP": 12511, + "IoU": 0.22935802287701765, + "TN": 72195181, + "TP": 9364, + "n_pred": 21875, + "n_ref": 28316 + }, + "2": { + "Dice": 0.027594136246047715, + "FN": 125471, + "FP": 3083, + "IoU": 0.013990090352666861, + "TN": 72105630, + "TP": 1824, + "n_pred": 4907, + "n_ref": 127295 + }, + "3": { + "Dice": 0.34488455607199475, + "FN": 88294, + "FP": 215447, + "IoU": 0.20837492474452232, + "TN": 71852315, + "TP": 79952, + "n_pred": 295399, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 12746, + "IoU": 0.0, + "TN": 72223262, + "TP": 0, + "n_pred": 12746, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 8227, + "FP": 0, + "IoU": 0.0, + "TN": 72227781, + "TP": 0, + "n_pred": 0, + "n_ref": 8227 + }, + "6": { + "Dice": 0.4941873265822459, + "FN": 744161, + "FP": 827227, + "IoU": 0.328186457257386, + "TN": 69896984, + "TP": 767636, + "n_pred": 1594863, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.04611286999346701, + "FN": 330085, + "FP": 49543, + "IoU": 0.023600580240944025, + "TN": 71847204, + "TP": 9176, + "n_pred": 58719, + "n_ref": 339261 + }, + "8": { + "Dice": 0.5123109305399187, + "FN": 36181, + "FP": 23597, + "IoU": 0.34436693866807055, + "TN": 72144832, + "TP": 31398, + "n_pred": 54995, + "n_ref": 67579 + }, + "9": { + "Dice": 0.1170381544383469, + "FN": 45120, + "FP": 22778, + "IoU": 0.062156413160584546, + "TN": 72163610, + "TP": 4500, + "n_pred": 27278, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.002318840579710145, + "FN": 88686, + "FP": 174627, + "IoU": 0.0011607661056297156, + "TN": 52289501, + "TP": 306, + "n_pred": 174933, + "n_ref": 88992 + }, + "10": { + "Dice": 0.0, + "FN": 47184, + "FP": 345, + "IoU": 0.0, + "TN": 52505591, + "TP": 0, + "n_pred": 345, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0, + "FN": 2042, + "FP": 0, + "IoU": 0.0, + "TN": 52551078, + "TP": 0, + "n_pred": 0, + "n_ref": 2042 + }, + "12": { + "Dice": 0.0, + "FN": 4066, + "FP": 0, + "IoU": 0.0, + "TN": 52549054, + "TP": 0, + "n_pred": 0, + "n_ref": 4066 + }, + "13": { + "Dice": 0.0, + "FN": 21615, + "FP": 0, + "IoU": 0.0, + "TN": 52531505, + "TP": 0, + "n_pred": 0, + "n_ref": 21615 + }, + "14": { + "Dice": 0.00017127020209883848, + "FN": 55826, + "FP": 72604, + "IoU": 8.564243504799869e-05, + "TN": 52424679, + "TP": 11, + "n_pred": 72615, + "n_ref": 55837 + }, + "15": { + "Dice": 0.05179025705281543, + "FN": 24587, + "FP": 386, + "IoU": 0.02658351198596765, + "TN": 52527465, + "TP": 682, + "n_pred": 1068, + "n_ref": 25269 + }, + "2": { + "Dice": 0.0007844240033745033, + "FN": 135023, + "FP": 2, + "IoU": 0.00039236589229926414, + "TN": 52418042, + "TP": 53, + "n_pred": 55, + "n_ref": 135076 + }, + "3": { + "Dice": 0.2751861175084355, + "FN": 107127, + "FP": 82335, + "IoU": 0.15954539808719415, + "TN": 52327692, + "TP": 35966, + "n_pred": 118301, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 1, + "IoU": 0.0, + "TN": 52551239, + "TP": 0, + "n_pred": 1, + "n_ref": 1880 + }, + "5": { + "Dice": 0.0, + "FN": 6282, + "FP": 0, + "IoU": 0.0, + "TN": 52546838, + "TP": 0, + "n_pred": 0, + "n_ref": 6282 + }, + "6": { + "Dice": 0.5346696486037219, + "FN": 426411, + "FP": 176565, + "IoU": 0.3648799385710178, + "TN": 51603731, + "TP": 346413, + "n_pred": 522978, + "n_ref": 772824 + }, + "7": { + "Dice": 0.019922618806465987, + "FN": 191097, + "FP": 2433, + "IoU": 0.01006153547113255, + "TN": 52357623, + "TP": 1967, + "n_pred": 4400, + "n_ref": 193064 + }, + "8": { + "Dice": 0.46317444768116317, + "FN": 41565, + "FP": 83, + "IoU": 0.30138387989599935, + "TN": 52493505, + "TP": 17967, + "n_pred": 18050, + "n_ref": 59532 + }, + "9": { + "Dice": 0.2673338098641887, + "FN": 64252, + "FP": 11598, + "IoU": 0.1542904290429043, + "TN": 52463432, + "TP": 13838, + "n_pred": 25436, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3445837246577331, + "FN": 176415, + "FP": 266029, + "IoU": 0.20815533216047935, + "TN": 143578499, + "TP": 116307, + "n_pred": 382336, + "n_ref": 292722 + }, + "10": { + "Dice": 0.4062938886882549, + "FN": 57778, + "FP": 60588, + "IoU": 0.25493651922677457, + "TN": 143978383, + "TP": 40501, + "n_pred": 101089, + "n_ref": 98279 + }, + "11": { + "Dice": 0.0, + "FN": 6619, + "FP": 0, + "IoU": 0.0, + "TN": 144130631, + "TP": 0, + "n_pred": 0, + "n_ref": 6619 + }, + "12": { + "Dice": 0.0, + "FN": 5646, + "FP": 0, + "IoU": 0.0, + "TN": 144131604, + "TP": 0, + "n_pred": 0, + "n_ref": 5646 + }, + "13": { + "Dice": 0.0012703107521377245, + "FN": 104234, + "FP": 1118, + "IoU": 0.00063555905481934, + "TN": 144031831, + "TP": 67, + "n_pred": 1185, + "n_ref": 104301 + }, + "14": { + "Dice": 0.5655718793471991, + "FN": 243401, + "FP": 12677, + "IoU": 0.3942838760647067, + "TN": 143714481, + "TP": 166691, + "n_pred": 179368, + "n_ref": 410092 + }, + "15": { + "Dice": 0.0011168192986374804, + "FN": 22651, + "FP": 4181, + "IoU": 0.0005587216448765225, + "TN": 144110403, + "TP": 15, + "n_pred": 4196, + "n_ref": 22666 + }, + "2": { + "Dice": 2.896703551358554e-05, + "FN": 138035, + "FP": 49, + "IoU": 1.4483727532117665e-05, + "TN": 143999164, + "TP": 2, + "n_pred": 51, + "n_ref": 138037 + }, + "3": { + "Dice": 0.5122134548332301, + "FN": 19507, + "FP": 275119, + "IoU": 0.3442788594218768, + "TN": 143687934, + "TP": 154690, + "n_pred": 429809, + "n_ref": 174197 + }, + "4": { + "Dice": 0.6956400343642611, + "FN": 18781, + "FP": 9561, + "IoU": 0.5333190627521365, + "TN": 144076519, + "TP": 32389, + "n_pred": 41950, + "n_ref": 51170 + }, + "5": { + "Dice": 0.0, + "FN": 32132, + "FP": 0, + "IoU": 0.0, + "TN": 144105118, + "TP": 0, + "n_pred": 0, + "n_ref": 32132 + }, + "6": { + "Dice": 0.727471602324113, + "FN": 217979, + "FP": 636621, + "IoU": 0.5716741596122714, + "TN": 142142040, + "TP": 1140610, + "n_pred": 1777231, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.05038004616857159, + "FN": 242350, + "FP": 10643, + "IoU": 0.025840957397652714, + "TN": 143877546, + "TP": 6711, + "n_pred": 17354, + "n_ref": 249061 + }, + "8": { + "Dice": 0.3896994773519164, + "FN": 161116, + "FP": 51874, + "IoU": 0.24200419230509163, + "TN": 143856259, + "TP": 68001, + "n_pred": 119875, + "n_ref": 229117 + }, + "9": { + "Dice": 0.40931240794884904, + "FN": 47632, + "FP": 87525, + "IoU": 0.2573179108168256, + "TN": 143955265, + "TP": 46828, + "n_pred": 134353, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6090410598350587, + "FN": 75175, + "FP": 103071, + "IoU": 0.4378569648956267, + "TN": 111461837, + "TP": 138837, + "n_pred": 241908, + "n_ref": 214012 + }, + "10": { + "Dice": 0.09913606059410628, + "FN": 40976, + "FP": 50368, + "IoU": 0.05215315969700114, + "TN": 111682550, + "TP": 5026, + "n_pred": 55394, + "n_ref": 46002 + }, + "11": { + "Dice": 0.0, + "FN": 3795, + "FP": 0, + "IoU": 0.0, + "TN": 111775125, + "TP": 0, + "n_pred": 0, + "n_ref": 3795 + }, + "12": { + "Dice": 0.0, + "FN": 4660, + "FP": 0, + "IoU": 0.0, + "TN": 111774260, + "TP": 0, + "n_pred": 0, + "n_ref": 4660 + }, + "13": { + "Dice": 0.0, + "FN": 52943, + "FP": 7388, + "IoU": 0.0, + "TN": 111718589, + "TP": 0, + "n_pred": 7388, + "n_ref": 52943 + }, + "14": { + "Dice": 0.5470977735597954, + "FN": 41823, + "FP": 41213, + "IoU": 0.37655512091839416, + "TN": 111645731, + "TP": 50153, + "n_pred": 91366, + "n_ref": 91976 + }, + "15": { + "Dice": 0.27900583694219544, + "FN": 3323, + "FP": 34969, + "IoU": 0.16211899083171047, + "TN": 111733219, + "TP": 7409, + "n_pred": 42378, + "n_ref": 10732 + }, + "2": { + "Dice": 0.0, + "FN": 206309, + "FP": 505, + "IoU": 0.0, + "TN": 111572106, + "TP": 0, + "n_pred": 505, + "n_ref": 206309 + }, + "3": { + "Dice": 0.12174776897056173, + "FN": 34394, + "FP": 384650, + "IoU": 0.0648197121553977, + "TN": 111330831, + "TP": 29045, + "n_pred": 413695, + "n_ref": 63439 + }, + "4": { + "Dice": 0.3530597673148809, + "FN": 14476, + "FP": 927, + "IoU": 0.21437315107620117, + "TN": 111759314, + "TP": 4203, + "n_pred": 5130, + "n_ref": 18679 + }, + "5": { + "Dice": 0.0, + "FN": 26416, + "FP": 0, + "IoU": 0.0, + "TN": 111752504, + "TP": 0, + "n_pred": 0, + "n_ref": 26416 + }, + "6": { + "Dice": 0.6098369454429102, + "FN": 643922, + "FP": 112095, + "IoU": 0.4386801558592752, + "TN": 110432064, + "TP": 590839, + "n_pred": 702934, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.0013892556108459429, + "FN": 238221, + "FP": 7612, + "IoU": 0.0006951106486073397, + "TN": 111532916, + "TP": 171, + "n_pred": 7783, + "n_ref": 238392 + }, + "8": { + "Dice": 0.23145370957019484, + "FN": 240167, + "FP": 6076, + "IoU": 0.13087229371527803, + "TN": 111495598, + "TP": 37079, + "n_pred": 43155, + "n_ref": 277246 + }, + "9": { + "Dice": 0.22051346770994842, + "FN": 68108, + "FP": 18362, + "IoU": 0.12391971712545972, + "TN": 111680219, + "TP": 12231, + "n_pred": 30593, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.08178630715639684, + "FN": 154639, + "FP": 87078, + "IoU": 0.04263670281445806, + "TN": 198835393, + "TP": 10765, + "n_pred": 97843, + "n_ref": 165404 + }, + "10": { + "Dice": 0.005530432657052066, + "FN": 62946, + "FP": 2148, + "IoU": 0.0027728839525086174, + "TN": 199022600, + "TP": 181, + "n_pred": 2329, + "n_ref": 63127 + }, + "11": { + "Dice": 0.0, + "FN": 4435, + "FP": 0, + "IoU": 0.0, + "TN": 199083440, + "TP": 0, + "n_pred": 0, + "n_ref": 4435 + }, + "12": { + "Dice": 0.0, + "FN": 3335, + "FP": 0, + "IoU": 0.0, + "TN": 199084540, + "TP": 0, + "n_pred": 0, + "n_ref": 3335 + }, + "13": { + "Dice": 0.0, + "FN": 35594, + "FP": 0, + "IoU": 0.0, + "TN": 199052281, + "TP": 0, + "n_pred": 0, + "n_ref": 35594 + }, + "14": { + "Dice": 0.06686645647887167, + "FN": 43947, + "FP": 39812, + "IoU": 0.03458967266021208, + "TN": 199001115, + "TP": 3001, + "n_pred": 42813, + "n_ref": 46948 + }, + "15": { + "Dice": 0.14742824362814091, + "FN": 127515, + "FP": 300, + "IoU": 0.07958031483588496, + "TN": 198949009, + "TP": 11051, + "n_pred": 11351, + "n_ref": 138566 + }, + "2": { + "Dice": 0.0, + "FN": 129578, + "FP": 0, + "IoU": 0.0, + "TN": 198958297, + "TP": 0, + "n_pred": 0, + "n_ref": 129578 + }, + "3": { + "Dice": 0.4565963327554622, + "FN": 18072, + "FP": 269363, + "IoU": 0.29583727345330896, + "TN": 198679681, + "TP": 120759, + "n_pred": 390122, + "n_ref": 138831 + }, + "4": { + "Dice": 0.0, + "FN": 17120, + "FP": 527, + "IoU": 0.0, + "TN": 199070228, + "TP": 0, + "n_pred": 527, + "n_ref": 17120 + }, + "5": { + "Dice": 0.0, + "FN": 20068, + "FP": 0, + "IoU": 0.0, + "TN": 199067807, + "TP": 0, + "n_pred": 0, + "n_ref": 20068 + }, + "6": { + "Dice": 0.6519459099263163, + "FN": 475534, + "FP": 249967, + "IoU": 0.48361999323831384, + "TN": 197682900, + "TP": 679474, + "n_pred": 929441, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.04409882984181538, + "FN": 152609, + "FP": 2030, + "IoU": 0.02254655322806973, + "TN": 198929669, + "TP": 3567, + "n_pred": 5597, + "n_ref": 156176 + }, + "8": { + "Dice": 0.4143397207046114, + "FN": 84872, + "FP": 9783, + "IoU": 0.2613042188890103, + "TN": 198959737, + "TP": 33483, + "n_pred": 43266, + "n_ref": 118355 + }, + "9": { + "Dice": 0.29115992013069525, + "FN": 84953, + "FP": 4862, + "IoU": 0.1703845336732526, + "TN": 198979614, + "TP": 18446, + "n_pred": 23308, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5431379197141181, + "FN": 83454, + "FP": 86326, + "IoU": 0.3728135470500663, + "TN": 130804491, + "TP": 100921, + "n_pred": 187247, + "n_ref": 184375 + }, + "10": { + "Dice": 0.27509732538580434, + "FN": 42407, + "FP": 170054, + "IoU": 0.1594857086341608, + "TN": 130822417, + "TP": 40314, + "n_pred": 210368, + "n_ref": 82721 + }, + "11": { + "Dice": 0.0, + "FN": 4071, + "FP": 0, + "IoU": 0.0, + "TN": 131071121, + "TP": 0, + "n_pred": 0, + "n_ref": 4071 + }, + "12": { + "Dice": 0.0, + "FN": 4635, + "FP": 0, + "IoU": 0.0, + "TN": 131070557, + "TP": 0, + "n_pred": 0, + "n_ref": 4635 + }, + "13": { + "Dice": 0.03300448810229486, + "FN": 88599, + "FP": 2755, + "IoU": 0.016779137472689505, + "TN": 130982279, + "TP": 1559, + "n_pred": 4314, + "n_ref": 90158 + }, + "14": { + "Dice": 0.08439657600300411, + "FN": 46724, + "FP": 167844, + "IoU": 0.04405743639093457, + "TN": 130850735, + "TP": 9889, + "n_pred": 177733, + "n_ref": 56613 + }, + "15": { + "Dice": 0.34062140391254314, + "FN": 15295, + "FP": 32264, + "IoU": 0.20527045769764216, + "TN": 131015349, + "TP": 12284, + "n_pred": 44548, + "n_ref": 27579 + }, + "2": { + "Dice": 0.060772130689751465, + "FN": 155033, + "FP": 6409, + "IoU": 0.03133831338313383, + "TN": 130908527, + "TP": 5223, + "n_pred": 11632, + "n_ref": 160256 + }, + "3": { + "Dice": 0.3509498842044361, + "FN": 83008, + "FP": 312995, + "IoU": 0.21281941697394968, + "TN": 130572127, + "TP": 107062, + "n_pred": 420057, + "n_ref": 190070 + }, + "4": { + "Dice": 0.00012205243372552849, + "FN": 73075, + "FP": 8847, + "IoU": 6.102994128919648e-05, + "TN": 130993265, + "TP": 5, + "n_pred": 8852, + "n_ref": 73080 + }, + "5": { + "Dice": 0.0, + "FN": 14699, + "FP": 0, + "IoU": 0.0, + "TN": 131060493, + "TP": 0, + "n_pred": 0, + "n_ref": 14699 + }, + "6": { + "Dice": 0.45816388827772914, + "FN": 681857, + "FP": 1177478, + "IoU": 0.29715472662392645, + "TN": 128429752, + "TP": 786105, + "n_pred": 1963583, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.030146381972806304, + "FN": 763449, + "FP": 119465, + "IoU": 0.015303869128609603, + "TN": 130178556, + "TP": 13722, + "n_pred": 133187, + "n_ref": 777171 + }, + "8": { + "Dice": 0.5877091005901407, + "FN": 61961, + "FP": 30957, + "IoU": 0.4161388428090283, + "TN": 130916048, + "TP": 66226, + "n_pred": 97183, + "n_ref": 128187 + }, + "9": { + "Dice": 0.2527117569970406, + "FN": 45006, + "FP": 76453, + "IoU": 0.1446308346713992, + "TN": 130933196, + "TP": 20537, + "n_pred": 96990, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5844857646762409, + "FN": 70549, + "FP": 135598, + "IoU": 0.41291408457122025, + "TN": 101266064, + "TP": 144989, + "n_pred": 280587, + "n_ref": 215538 + }, + "10": { + "Dice": 0.1791223404255319, + "FN": 32353, + "FP": 91107, + "IoU": 0.09837143065800044, + "TN": 101480270, + "TP": 13470, + "n_pred": 104577, + "n_ref": 45823 + }, + "11": { + "Dice": 0.0, + "FN": 4959, + "FP": 0, + "IoU": 0.0, + "TN": 101612241, + "TP": 0, + "n_pred": 0, + "n_ref": 4959 + }, + "12": { + "Dice": 0.0, + "FN": 5490, + "FP": 0, + "IoU": 0.0, + "TN": 101611710, + "TP": 0, + "n_pred": 0, + "n_ref": 5490 + }, + "13": { + "Dice": 0.025027981594329063, + "FN": 59279, + "FP": 3439, + "IoU": 0.012672575287691073, + "TN": 101553677, + "TP": 805, + "n_pred": 4244, + "n_ref": 60084 + }, + "14": { + "Dice": 0.5399796387768183, + "FN": 25968, + "FP": 35033, + "IoU": 0.369843909796184, + "TN": 101520397, + "TP": 35802, + "n_pred": 70835, + "n_ref": 61770 + }, + "15": { + "Dice": 0.47246712329959356, + "FN": 6123, + "FP": 54490, + "IoU": 0.30930078855007065, + "TN": 101529444, + "TP": 27143, + "n_pred": 81633, + "n_ref": 33266 + }, + "2": { + "Dice": 1.1587284114412843e-05, + "FN": 172342, + "FP": 259, + "IoU": 5.793675623689181e-06, + "TN": 101444598, + "TP": 1, + "n_pred": 260, + "n_ref": 172343 + }, + "3": { + "Dice": 0.5333075525984833, + "FN": 11621, + "FP": 270776, + "IoU": 0.3636123943661972, + "TN": 101173450, + "TP": 161353, + "n_pred": 432129, + "n_ref": 172974 + }, + "4": { + "Dice": 7.149240393208221e-05, + "FN": 16212, + "FP": 11761, + "IoU": 3.574747980267391e-05, + "TN": 101589226, + "TP": 1, + "n_pred": 11762, + "n_ref": 16213 + }, + "5": { + "Dice": 0.0, + "FN": 30371, + "FP": 0, + "IoU": 0.0, + "TN": 101586829, + "TP": 0, + "n_pred": 0, + "n_ref": 30371 + }, + "6": { + "Dice": 0.63088049374467, + "FN": 636724, + "FP": 412895, + "IoU": 0.4607928605664141, + "TN": 99670603, + "TP": 896978, + "n_pred": 1309873, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.08628453023845055, + "FN": 407740, + "FP": 17791, + "IoU": 0.045087439382617146, + "TN": 101171577, + "TP": 20092, + "n_pred": 37883, + "n_ref": 427832 + }, + "8": { + "Dice": 0.2437578456703604, + "FN": 190292, + "FP": 68153, + "IoU": 0.13879512291025903, + "TN": 101317103, + "TP": 41652, + "n_pred": 109805, + "n_ref": 231944 + }, + "9": { + "Dice": 0.4295039725144943, + "FN": 40994, + "FP": 65278, + "IoU": 0.2734830047307829, + "TN": 101470924, + "TP": 40004, + "n_pred": 105282, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.24323171706863858, + "FN": 179650, + "FP": 19094, + "IoU": 0.1384540690037844, + "TN": 118951529, + "TP": 31939, + "n_pred": 51033, + "n_ref": 211589 + }, + "10": { + "Dice": 0.2059076506462013, + "FN": 62195, + "FP": 80906, + "IoU": 0.11476981701659099, + "TN": 119020558, + "TP": 18553, + "n_pred": 99459, + "n_ref": 80748 + }, + "11": { + "Dice": 0.0, + "FN": 4038, + "FP": 0, + "IoU": 0.0, + "TN": 119178174, + "TP": 0, + "n_pred": 0, + "n_ref": 4038 + }, + "12": { + "Dice": 0.0, + "FN": 4135, + "FP": 0, + "IoU": 0.0, + "TN": 119178077, + "TP": 0, + "n_pred": 0, + "n_ref": 4135 + }, + "13": { + "Dice": 0.0, + "FN": 33075, + "FP": 5436, + "IoU": 0.0, + "TN": 119143701, + "TP": 0, + "n_pred": 5436, + "n_ref": 33075 + }, + "14": { + "Dice": 0.024613425987321965, + "FN": 64475, + "FP": 45850, + "IoU": 0.012460055318349043, + "TN": 119070495, + "TP": 1392, + "n_pred": 47242, + "n_ref": 65867 + }, + "15": { + "Dice": 0.3620044553063564, + "FN": 12351, + "FP": 17148, + "IoU": 0.22100454209358825, + "TN": 119144344, + "TP": 8369, + "n_pred": 25517, + "n_ref": 20720 + }, + "2": { + "Dice": 0.06564843652672231, + "FN": 186899, + "FP": 602, + "IoU": 0.03393821359383373, + "TN": 118988124, + "TP": 6587, + "n_pred": 7189, + "n_ref": 193486 + }, + "3": { + "Dice": 0.22215044038159226, + "FN": 150578, + "FP": 174511, + "IoU": 0.12495457738801811, + "TN": 118810701, + "TP": 46422, + "n_pred": 220933, + "n_ref": 197000 + }, + "4": { + "Dice": 0.036801286089809045, + "FN": 42490, + "FP": 1847, + "IoU": 0.018745573654390935, + "TN": 119137028, + "TP": 847, + "n_pred": 2694, + "n_ref": 43337 + }, + "5": { + "Dice": 0.0, + "FN": 17722, + "FP": 0, + "IoU": 0.0, + "TN": 119164490, + "TP": 0, + "n_pred": 0, + "n_ref": 17722 + }, + "6": { + "Dice": 0.5023614555828164, + "FN": 1061990, + "FP": 279120, + "IoU": 0.3354357147493916, + "TN": 117164183, + "TP": 676919, + "n_pred": 956039, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.043047261405934595, + "FN": 290450, + "FP": 28599, + "IoU": 0.021997087899455897, + "TN": 118855987, + "TP": 7176, + "n_pred": 35775, + "n_ref": 297626 + }, + "8": { + "Dice": 0.2708282779260697, + "FN": 68771, + "FP": 3347, + "IoU": 0.15662312451029692, + "TN": 119096701, + "TP": 13393, + "n_pred": 16740, + "n_ref": 82164 + }, + "9": { + "Dice": 0.23477218408533837, + "FN": 70148, + "FP": 30067, + "IoU": 0.13299823511091116, + "TN": 119066624, + "TP": 15373, + "n_pred": 45440, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 20943, + "IoU": 0.0, + "TN": 61311537, + "TP": 0, + "n_pred": 20943, + "n_ref": 0 + }, + "10": { + "Dice": 0.025833333333333333, + "FN": 33932, + "FP": 3476, + "IoU": 0.013085690164626424, + "TN": 61294576, + "TP": 496, + "n_pred": 3972, + "n_ref": 34428 + }, + "11": { + "Dice": 0.0, + "FN": 3864, + "FP": 0, + "IoU": 0.0, + "TN": 61328616, + "TP": 0, + "n_pred": 0, + "n_ref": 3864 + }, + "12": { + "Dice": 0.0, + "FN": 4850, + "FP": 0, + "IoU": 0.0, + "TN": 61327630, + "TP": 0, + "n_pred": 0, + "n_ref": 4850 + }, + "13": { + "Dice": 0.0, + "FN": 52696, + "FP": 0, + "IoU": 0.0, + "TN": 61279784, + "TP": 0, + "n_pred": 0, + "n_ref": 52696 + }, + "14": { + "Dice": 0.2830030080514911, + "FN": 223441, + "FP": 15395, + "IoU": 0.16482440527186323, + "TN": 61046509, + "TP": 47135, + "n_pred": 62530, + "n_ref": 270576 + }, + "15": { + "Dice": 0.36496251263407203, + "FN": 74035, + "FP": 10157, + "IoU": 0.22321354430963694, + "TN": 61224095, + "TP": 24193, + "n_pred": 34350, + "n_ref": 98228 + }, + "2": { + "Dice": 0.0, + "FN": 160942, + "FP": 166, + "IoU": 0.0, + "TN": 61171372, + "TP": 0, + "n_pred": 166, + "n_ref": 160942 + }, + "3": { + "Dice": 0.0033707481832759034, + "FN": 128151, + "FP": 163971, + "IoU": 0.0016882193728299205, + "TN": 61039864, + "TP": 494, + "n_pred": 164465, + "n_ref": 128645 + }, + "4": { + "Dice": 0.14828130480533147, + "FN": 38807, + "FP": 45, + "IoU": 0.08007766254676327, + "TN": 61290246, + "TP": 3382, + "n_pred": 3427, + "n_ref": 42189 + }, + "5": { + "Dice": 0.0, + "FN": 8572, + "FP": 0, + "IoU": 0.0, + "TN": 61323908, + "TP": 0, + "n_pred": 0, + "n_ref": 8572 + }, + "6": { + "Dice": 0.663538340809801, + "FN": 497937, + "FP": 220232, + "IoU": 0.49648887137687003, + "TN": 59906158, + "TP": 708153, + "n_pred": 928385, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.0004340200889298305, + "FN": 204178, + "FP": 21520, + "IoU": 0.00021705714804626418, + "TN": 61106733, + "TP": 49, + "n_pred": 21569, + "n_ref": 204227 + }, + "8": { + "Dice": 0.053876939640040256, + "FN": 79911, + "FP": 939, + "IoU": 0.02768424090821628, + "TN": 61249328, + "TP": 2302, + "n_pred": 3241, + "n_ref": 82213 + }, + "9": { + "Dice": 0.2573828357078785, + "FN": 52327, + "FP": 11420, + "IoU": 0.1476990132898361, + "TN": 61257686, + "TP": 11047, + "n_pred": 22467, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.579455774963291, + "FN": 59162, + "FP": 112108, + "IoU": 0.4079111123402843, + "TN": 148818236, + "TP": 117994, + "n_pred": 230102, + "n_ref": 177156 + }, + "10": { + "Dice": 0.01897882732785562, + "FN": 71885, + "FP": 22915, + "IoU": 0.00958032533405769, + "TN": 149011783, + "TP": 917, + "n_pred": 23832, + "n_ref": 72802 + }, + "11": { + "Dice": 0.0, + "FN": 2604, + "FP": 0, + "IoU": 0.0, + "TN": 149104896, + "TP": 0, + "n_pred": 0, + "n_ref": 2604 + }, + "12": { + "Dice": 0.0, + "FN": 2097, + "FP": 0, + "IoU": 0.0, + "TN": 149105403, + "TP": 0, + "n_pred": 0, + "n_ref": 2097 + }, + "13": { + "Dice": 0.0009067210699308625, + "FN": 84327, + "FP": 3823, + "IoU": 0.0004535661639641683, + "TN": 149019310, + "TP": 40, + "n_pred": 3863, + "n_ref": 84367 + }, + "14": { + "Dice": 0.37710619555551417, + "FN": 52568, + "FP": 81219, + "IoU": 0.23236652609232006, + "TN": 148933215, + "TP": 40498, + "n_pred": 121717, + "n_ref": 93066 + }, + "15": { + "Dice": 0.7186996481006458, + "FN": 10165, + "FP": 11658, + "IoU": 0.560914267318565, + "TN": 149057799, + "TP": 27878, + "n_pred": 39536, + "n_ref": 38043 + }, + "2": { + "Dice": 0.0, + "FN": 157004, + "FP": 393, + "IoU": 0.0, + "TN": 148950103, + "TP": 0, + "n_pred": 393, + "n_ref": 157004 + }, + "3": { + "Dice": 0.08526022285126639, + "FN": 44002, + "FP": 301122, + "IoU": 0.04452836039068902, + "TN": 148746292, + "TP": 16084, + "n_pred": 317206, + "n_ref": 60086 + }, + "4": { + "Dice": 0.35827621223660827, + "FN": 20188, + "FP": 34, + "IoU": 0.21823172381799202, + "TN": 149081633, + "TP": 5645, + "n_pred": 5679, + "n_ref": 25833 + }, + "5": { + "Dice": 0.0, + "FN": 33716, + "FP": 0, + "IoU": 0.0, + "TN": 149073784, + "TP": 0, + "n_pred": 0, + "n_ref": 33716 + }, + "6": { + "Dice": 0.5950801199880872, + "FN": 524606, + "FP": 266686, + "IoU": 0.4235687233517126, + "TN": 147734757, + "TP": 581451, + "n_pred": 848137, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.0, + "FN": 275133, + "FP": 9229, + "IoU": 0.0, + "TN": 148823138, + "TP": 0, + "n_pred": 9229, + "n_ref": 275133 + }, + "8": { + "Dice": 0.25805820567610677, + "FN": 194769, + "FP": 2451, + "IoU": 0.14814398880432622, + "TN": 148875982, + "TP": 34298, + "n_pred": 36749, + "n_ref": 229067 + }, + "9": { + "Dice": 0.03762056847434816, + "FN": 85726, + "FP": 4371, + "IoU": 0.019170894206274904, + "TN": 149015642, + "TP": 1761, + "n_pred": 6132, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.048009301590526826, + "FN": 502345, + "FP": 3659, + "IoU": 0.024595046292815795, + "TN": 100194037, + "TP": 12759, + "n_pred": 16418, + "n_ref": 515104 + }, + "10": { + "Dice": 0.10721901655795284, + "FN": 35052, + "FP": 21886, + "IoU": 0.056646287920208094, + "TN": 100652443, + "TP": 3419, + "n_pred": 25305, + "n_ref": 38471 + }, + "11": { + "Dice": 0.0, + "FN": 3481, + "FP": 0, + "IoU": 0.0, + "TN": 100709319, + "TP": 0, + "n_pred": 0, + "n_ref": 3481 + }, + "12": { + "Dice": 0.0, + "FN": 5873, + "FP": 0, + "IoU": 0.0, + "TN": 100706927, + "TP": 0, + "n_pred": 0, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0, + "FN": 39155, + "FP": 0, + "IoU": 0.0, + "TN": 100673645, + "TP": 0, + "n_pred": 0, + "n_ref": 39155 + }, + "14": { + "Dice": 0.3194096061470632, + "FN": 118686, + "FP": 31359, + "IoU": 0.1900579744566919, + "TN": 100527546, + "TP": 35209, + "n_pred": 66568, + "n_ref": 153895 + }, + "15": { + "Dice": 0.2907515690028608, + "FN": 75600, + "FP": 20345, + "IoU": 0.17010492081203346, + "TN": 100597189, + "TP": 19666, + "n_pred": 40011, + "n_ref": 95266 + }, + "2": { + "Dice": 0.0, + "FN": 233156, + "FP": 67, + "IoU": 0.0, + "TN": 100479577, + "TP": 0, + "n_pred": 67, + "n_ref": 233156 + }, + "3": { + "Dice": 0.051778387408655015, + "FN": 216367, + "FP": 61186, + "IoU": 0.026577257471127307, + "TN": 100427669, + "TP": 7578, + "n_pred": 68764, + "n_ref": 223945 + }, + "4": { + "Dice": 0.0, + "FN": 57652, + "FP": 0, + "IoU": 0.0, + "TN": 100655148, + "TP": 0, + "n_pred": 0, + "n_ref": 57652 + }, + "5": { + "Dice": 0.0, + "FN": 16473, + "FP": 0, + "IoU": 0.0, + "TN": 100696327, + "TP": 0, + "n_pred": 0, + "n_ref": 16473 + }, + "6": { + "Dice": 0.2322974993215587, + "FN": 1788758, + "FP": 123592, + "IoU": 0.1314121008667484, + "TN": 98511123, + "TP": 289327, + "n_pred": 412919, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.0, + "FN": 172298, + "FP": 16789, + "IoU": 0.0, + "TN": 100523713, + "TP": 0, + "n_pred": 16789, + "n_ref": 172298 + }, + "8": { + "Dice": 0.017383279373052136, + "FN": 104851, + "FP": 25047, + "IoU": 0.008767846650438392, + "TN": 100581753, + "TP": 1149, + "n_pred": 26196, + "n_ref": 106000 + }, + "9": { + "Dice": 0.012923462986198243, + "FN": 101134, + "FP": 9004, + "IoU": 0.00650375702468902, + "TN": 100601941, + "TP": 721, + "n_pred": 9725, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.35831006047705793, + "FN": 31710, + "FP": 133495, + "IoU": 0.21825684122860564, + "TN": 78739371, + "TP": 46124, + "n_pred": 179619, + "n_ref": 77834 + }, + "10": { + "Dice": 0.11748421143697552, + "FN": 36228, + "FP": 4576, + "IoU": 0.06240808823529412, + "TN": 78907180, + "TP": 2716, + "n_pred": 7292, + "n_ref": 38944 + }, + "11": { + "Dice": 0.0, + "FN": 1368, + "FP": 0, + "IoU": 0.0, + "TN": 78949332, + "TP": 0, + "n_pred": 0, + "n_ref": 1368 + }, + "12": { + "Dice": 0.0, + "FN": 2560, + "FP": 0, + "IoU": 0.0, + "TN": 78948140, + "TP": 0, + "n_pred": 0, + "n_ref": 2560 + }, + "13": { + "Dice": 0.0, + "FN": 59405, + "FP": 64, + "IoU": 0.0, + "TN": 78891231, + "TP": 0, + "n_pred": 64, + "n_ref": 59405 + }, + "14": { + "Dice": 0.039088283828382836, + "FN": 26132, + "FP": 29770, + "IoU": 0.019933729553463418, + "TN": 78893661, + "TP": 1137, + "n_pred": 30907, + "n_ref": 27269 + }, + "15": { + "Dice": 0.7334822241605721, + "FN": 20858, + "FP": 6947, + "IoU": 0.5791329882238974, + "TN": 78884634, + "TP": 38261, + "n_pred": 45208, + "n_ref": 59119 + }, + "2": { + "Dice": 0.005195735913284959, + "FN": 99860, + "FP": 85, + "IoU": 0.0026046344530267647, + "TN": 78850494, + "TP": 261, + "n_pred": 346, + "n_ref": 100121 + }, + "3": { + "Dice": 0.22558438511086215, + "FN": 50548, + "FP": 183777, + "IoU": 0.12713165011510352, + "TN": 78682246, + "TP": 34129, + "n_pred": 217906, + "n_ref": 84677 + }, + "4": { + "Dice": 0.4078515111695138, + "FN": 12162, + "FP": 2258, + "IoU": 0.2561642422366656, + "TN": 78931314, + "TP": 4966, + "n_pred": 7224, + "n_ref": 17128 + }, + "5": { + "Dice": 0.0, + "FN": 34798, + "FP": 0, + "IoU": 0.0, + "TN": 78915902, + "TP": 0, + "n_pred": 0, + "n_ref": 34798 + }, + "6": { + "Dice": 0.5589083705655121, + "FN": 407735, + "FP": 64765, + "IoU": 0.387836803121838, + "TN": 78178847, + "TP": 299353, + "n_pred": 364118, + "n_ref": 707088 + }, + "7": { + "Dice": 0.003922122208567222, + "FN": 719696, + "FP": 38, + "IoU": 0.001964914421528917, + "TN": 78229549, + "TP": 1417, + "n_pred": 1455, + "n_ref": 721113 + }, + "8": { + "Dice": 0.13174131533184538, + "FN": 307055, + "FP": 9994, + "IoU": 0.0705155642593711, + "TN": 78609598, + "TP": 24053, + "n_pred": 34047, + "n_ref": 331108 + }, + "9": { + "Dice": 0.0, + "FN": 57048, + "FP": 3431, + "IoU": 0.0, + "TN": 78890221, + "TP": 0, + "n_pred": 3431, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.513560028956187, + "FN": 41077, + "FP": 161857, + "IoU": 0.3454966490140554, + "TN": 104694382, + "TP": 107124, + "n_pred": 268981, + "n_ref": 148201 + }, + "10": { + "Dice": 0.303863141707486, + "FN": 56310, + "FP": 85381, + "IoU": 0.17915013179619385, + "TN": 104831825, + "TP": 30924, + "n_pred": 116305, + "n_ref": 87234 + }, + "11": { + "Dice": 0.0, + "FN": 4331, + "FP": 0, + "IoU": 0.0, + "TN": 105000109, + "TP": 0, + "n_pred": 0, + "n_ref": 4331 + }, + "12": { + "Dice": 0.0, + "FN": 4833, + "FP": 0, + "IoU": 0.0, + "TN": 104999607, + "TP": 0, + "n_pred": 0, + "n_ref": 4833 + }, + "13": { + "Dice": 0.011583827386057148, + "FN": 77352, + "FP": 2173, + "IoU": 0.005825655386230951, + "TN": 104924449, + "TP": 466, + "n_pred": 2639, + "n_ref": 77818 + }, + "14": { + "Dice": 0.5011105822624147, + "FN": 44814, + "FP": 5498, + "IoU": 0.334321249007674, + "TN": 104928860, + "TP": 25268, + "n_pred": 30766, + "n_ref": 70082 + }, + "15": { + "Dice": 0.12215269086357948, + "FN": 21920, + "FP": 13150, + "IoU": 0.065049320181285, + "TN": 104966930, + "TP": 2440, + "n_pred": 15590, + "n_ref": 24360 + }, + "2": { + "Dice": 0.0, + "FN": 170750, + "FP": 0, + "IoU": 0.0, + "TN": 104833690, + "TP": 0, + "n_pred": 0, + "n_ref": 170750 + }, + "3": { + "Dice": 0.5154043519987465, + "FN": 21968, + "FP": 225452, + "IoU": 0.34716816844549403, + "TN": 104625445, + "TP": 131575, + "n_pred": 357027, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 6572, + "IoU": 0.0, + "TN": 104997868, + "TP": 0, + "n_pred": 6572, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 30080, + "FP": 0, + "IoU": 0.0, + "TN": 104974360, + "TP": 0, + "n_pred": 0, + "n_ref": 30080 + }, + "6": { + "Dice": 0.7066388146089947, + "FN": 170791, + "FP": 713546, + "IoU": 0.5463584515994004, + "TN": 103055022, + "TP": 1065081, + "n_pred": 1778627, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.13173891605219873, + "FN": 212592, + "FP": 18085, + "IoU": 0.07051418946961241, + "TN": 104756263, + "TP": 17500, + "n_pred": 35585, + "n_ref": 230092 + }, + "8": { + "Dice": 0.30005007016003904, + "FN": 293368, + "FP": 46331, + "IoU": 0.1765052398856752, + "TN": 104591931, + "TP": 72810, + "n_pred": 119141, + "n_ref": 366178 + }, + "9": { + "Dice": 0.37272043132686616, + "FN": 57399, + "FP": 64297, + "IoU": 0.22904511216273574, + "TN": 104846589, + "TP": 36155, + "n_pred": 100452, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.33250498823834224, + "FN": 312884, + "FP": 109633, + "IoU": 0.1994038878035748, + "TN": 177148535, + "TP": 105236, + "n_pred": 214869, + "n_ref": 418120 + }, + "10": { + "Dice": 0.03505213155482769, + "FN": 68194, + "FP": 139209, + "IoU": 0.017838708149831888, + "TN": 177465118, + "TP": 3767, + "n_pred": 142976, + "n_ref": 71961 + }, + "11": { + "Dice": 0.0, + "FN": 4743, + "FP": 0, + "IoU": 0.0, + "TN": 177671545, + "TP": 0, + "n_pred": 0, + "n_ref": 4743 + }, + "12": { + "Dice": 0.0, + "FN": 5198, + "FP": 0, + "IoU": 0.0, + "TN": 177671090, + "TP": 0, + "n_pred": 0, + "n_ref": 5198 + }, + "13": { + "Dice": 0.02801721596603974, + "FN": 75895, + "FP": 6534, + "IoU": 0.01420763720296112, + "TN": 177592671, + "TP": 1188, + "n_pred": 7722, + "n_ref": 77083 + }, + "14": { + "Dice": 0.3067710489005521, + "FN": 58827, + "FP": 19894, + "IoU": 0.1811751734467802, + "TN": 177580149, + "TP": 17418, + "n_pred": 37312, + "n_ref": 76245 + }, + "15": { + "Dice": 0.4799027731742349, + "FN": 12310, + "FP": 11227, + "IoU": 0.3157053145714618, + "TN": 177641892, + "TP": 10859, + "n_pred": 22086, + "n_ref": 23169 + }, + "2": { + "Dice": 0.00016684200525552318, + "FN": 214348, + "FP": 1389, + "IoU": 8.34279622720215e-05, + "TN": 177460533, + "TP": 18, + "n_pred": 1407, + "n_ref": 214366 + }, + "3": { + "Dice": 0.4591884007478014, + "FN": 25163, + "FP": 403262, + "IoU": 0.2980172273953928, + "TN": 177065981, + "TP": 181882, + "n_pred": 585144, + "n_ref": 207045 + }, + "4": { + "Dice": 0.0, + "FN": 34433, + "FP": 14766, + "IoU": 0.0, + "TN": 177627089, + "TP": 0, + "n_pred": 14766, + "n_ref": 34433 + }, + "5": { + "Dice": 0.0, + "FN": 31181, + "FP": 0, + "IoU": 0.0, + "TN": 177645107, + "TP": 0, + "n_pred": 0, + "n_ref": 31181 + }, + "6": { + "Dice": 0.6562988022860089, + "FN": 486593, + "FP": 894882, + "IoU": 0.4884261496548156, + "TN": 174975847, + "TP": 1318966, + "n_pred": 2213848, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.3703650182940658, + "FN": 275920, + "FP": 37795, + "IoU": 0.22726869664172303, + "TN": 177270306, + "TP": 92267, + "n_pred": 130062, + "n_ref": 368187 + }, + "8": { + "Dice": 0.4891309578741461, + "FN": 113052, + "FP": 67413, + "IoU": 0.3237414654985048, + "TN": 177409430, + "TP": 86393, + "n_pred": 153806, + "n_ref": 199445 + }, + "9": { + "Dice": 0.5539039097620503, + "FN": 71337, + "FP": 31568, + "IoU": 0.3830339584632356, + "TN": 177509496, + "TP": 63887, + "n_pred": 95455, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5749286549003676, + "FN": 72431, + "FP": 97073, + "IoU": 0.40343850634381545, + "TN": 193721400, + "TP": 114631, + "n_pred": 211704, + "n_ref": 187062 + }, + "10": { + "Dice": 0.3590067406507017, + "FN": 64304, + "FP": 16906, + "IoU": 0.218774049561336, + "TN": 193901583, + "TP": 22742, + "n_pred": 39648, + "n_ref": 87046 + }, + "11": { + "Dice": 0.0, + "FN": 3112, + "FP": 0, + "IoU": 0.0, + "TN": 194002423, + "TP": 0, + "n_pred": 0, + "n_ref": 3112 + }, + "12": { + "Dice": 0.0, + "FN": 3950, + "FP": 0, + "IoU": 0.0, + "TN": 194001585, + "TP": 0, + "n_pred": 0, + "n_ref": 3950 + }, + "13": { + "Dice": 0.04620967858537079, + "FN": 65279, + "FP": 688, + "IoU": 0.023651298749352477, + "TN": 193937970, + "TP": 1598, + "n_pred": 2286, + "n_ref": 66877 + }, + "14": { + "Dice": 0.4685997829120794, + "FN": 33594, + "FP": 62362, + "IoU": 0.30599432968813284, + "TN": 193867271, + "TP": 42308, + "n_pred": 104670, + "n_ref": 75902 + }, + "15": { + "Dice": 0.5513774264791352, + "FN": 1992, + "FP": 28884, + "IoU": 0.3806218655967904, + "TN": 193955685, + "TP": 18974, + "n_pred": 47858, + "n_ref": 20966 + }, + "2": { + "Dice": 0.0, + "FN": 138899, + "FP": 101, + "IoU": 0.0, + "TN": 193866535, + "TP": 0, + "n_pred": 101, + "n_ref": 138899 + }, + "3": { + "Dice": 0.3142332031494747, + "FN": 59326, + "FP": 269026, + "IoU": 0.18640372069051814, + "TN": 193601954, + "TP": 75229, + "n_pred": 344255, + "n_ref": 134555 + }, + "4": { + "Dice": 0.0219437134828955, + "FN": 20783, + "FP": 1146, + "IoU": 0.011093573844419391, + "TN": 193983360, + "TP": 246, + "n_pred": 1392, + "n_ref": 21029 + }, + "5": { + "Dice": 0.0, + "FN": 27270, + "FP": 0, + "IoU": 0.0, + "TN": 193978265, + "TP": 0, + "n_pred": 0, + "n_ref": 27270 + }, + "6": { + "Dice": 0.6086719278566124, + "FN": 694712, + "FP": 193139, + "IoU": 0.43747548837919503, + "TN": 192427202, + "TP": 690482, + "n_pred": 883621, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.00012001956318879977, + "FN": 321952, + "FP": 11287, + "IoU": 6.0013382984405524e-05, + "TN": 193672276, + "TP": 20, + "n_pred": 11307, + "n_ref": 321972 + }, + "8": { + "Dice": 0.14396107832679778, + "FN": 222642, + "FP": 464, + "IoU": 0.07756360960201103, + "TN": 193763669, + "TP": 18760, + "n_pred": 19224, + "n_ref": 241402 + }, + "9": { + "Dice": 0.09175753268371145, + "FN": 93511, + "FP": 3611, + "IoU": 0.04808483945583565, + "TN": 193903507, + "TP": 4906, + "n_pred": 8517, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5606221966558096, + "FN": 42334, + "FP": 70710, + "IoU": 0.3894892608134454, + "TN": 99470637, + "TP": 72119, + "n_pred": 142829, + "n_ref": 114453 + }, + "10": { + "Dice": 0.18025181017386893, + "FN": 61914, + "FP": 26959, + "IoU": 0.09905316086127894, + "TN": 99557156, + "TP": 9771, + "n_pred": 36730, + "n_ref": 71685 + }, + "11": { + "Dice": 0.0, + "FN": 3642, + "FP": 0, + "IoU": 0.0, + "TN": 99652158, + "TP": 0, + "n_pred": 0, + "n_ref": 3642 + }, + "12": { + "Dice": 0.0, + "FN": 3568, + "FP": 0, + "IoU": 0.0, + "TN": 99652232, + "TP": 0, + "n_pred": 0, + "n_ref": 3568 + }, + "13": { + "Dice": 0.0, + "FN": 45431, + "FP": 571, + "IoU": 0.0, + "TN": 99609798, + "TP": 0, + "n_pred": 571, + "n_ref": 45431 + }, + "14": { + "Dice": 0.11672535578105141, + "FN": 48538, + "FP": 36244, + "IoU": 0.061979996459550366, + "TN": 99565416, + "TP": 5602, + "n_pred": 41846, + "n_ref": 54140 + }, + "15": { + "Dice": 0.4490249789807708, + "FN": 21391, + "FP": 19239, + "IoU": 0.28951141887874654, + "TN": 99598614, + "TP": 16556, + "n_pred": 35795, + "n_ref": 37947 + }, + "2": { + "Dice": 0.0, + "FN": 114752, + "FP": 1786, + "IoU": 0.0, + "TN": 99539262, + "TP": 0, + "n_pred": 1786, + "n_ref": 114752 + }, + "3": { + "Dice": 0.13607492310161723, + "FN": 103039, + "FP": 160694, + "IoU": 0.0730045025887249, + "TN": 99371297, + "TP": 20770, + "n_pred": 181464, + "n_ref": 123809 + }, + "4": { + "Dice": 0.16101000163961304, + "FN": 16942, + "FP": 3526, + "IoU": 0.08755349500713266, + "TN": 99633368, + "TP": 1964, + "n_pred": 5490, + "n_ref": 18906 + }, + "5": { + "Dice": 0.0, + "FN": 6966, + "FP": 0, + "IoU": 0.0, + "TN": 99648834, + "TP": 0, + "n_pred": 0, + "n_ref": 6966 + }, + "6": { + "Dice": 0.7201767832272359, + "FN": 429033, + "FP": 289839, + "IoU": 0.5627158296465762, + "TN": 98011853, + "TP": 925075, + "n_pred": 1214914, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.0452733026981601, + "FN": 161909, + "FP": 51671, + "IoU": 0.02316093741424416, + "TN": 99437156, + "TP": 5064, + "n_pred": 56735, + "n_ref": 166973 + }, + "8": { + "Dice": 0.5002503585231278, + "FN": 49470, + "FP": 53331, + "IoU": 0.333555911392323, + "TN": 99501547, + "TP": 51452, + "n_pred": 104783, + "n_ref": 100922 + }, + "9": { + "Dice": 0.2877628477854978, + "FN": 76731, + "FP": 16347, + "IoU": 0.1680624949723367, + "TN": 99543919, + "TP": 18803, + "n_pred": 35150, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4099319889418429, + "FN": 301898, + "FP": 115594, + "IoU": 0.25780783343288677, + "TN": 62521008, + "TP": 145020, + "n_pred": 260614, + "n_ref": 446918 + }, + "10": { + "Dice": 0.31652111923008375, + "FN": 56637, + "FP": 4723, + "IoU": 0.18801609146728773, + "TN": 63007952, + "TP": 14208, + "n_pred": 18931, + "n_ref": 70845 + }, + "11": { + "Dice": 0.0, + "FN": 3545, + "FP": 0, + "IoU": 0.0, + "TN": 63079975, + "TP": 0, + "n_pred": 0, + "n_ref": 3545 + }, + "12": { + "Dice": 0.0, + "FN": 3502, + "FP": 0, + "IoU": 0.0, + "TN": 63080018, + "TP": 0, + "n_pred": 0, + "n_ref": 3502 + }, + "13": { + "Dice": 0.0, + "FN": 45655, + "FP": 0, + "IoU": 0.0, + "TN": 63037865, + "TP": 0, + "n_pred": 0, + "n_ref": 45655 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 65551, + "IoU": 0.0, + "TN": 63017969, + "TP": 0, + "n_pred": 65551, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 706, + "IoU": 0.0, + "TN": 63082814, + "TP": 0, + "n_pred": 706, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 123972, + "FP": 245, + "IoU": 0.0, + "TN": 62959303, + "TP": 0, + "n_pred": 245, + "n_ref": 123972 + }, + "3": { + "Dice": 0.4662351662409812, + "FN": 23357, + "FP": 215301, + "IoU": 0.3039808685001021, + "TN": 62740630, + "TP": 104232, + "n_pred": 319533, + "n_ref": 127589 + }, + "4": { + "Dice": 0.0, + "FN": 18029, + "FP": 2794, + "IoU": 0.0, + "TN": 63062697, + "TP": 0, + "n_pred": 2794, + "n_ref": 18029 + }, + "5": { + "Dice": 0.0, + "FN": 16954, + "FP": 0, + "IoU": 0.0, + "TN": 63066566, + "TP": 0, + "n_pred": 0, + "n_ref": 16954 + }, + "6": { + "Dice": 0.43381387070248667, + "FN": 712891, + "FP": 375013, + "IoU": 0.27698742990213215, + "TN": 61578838, + "TP": 416778, + "n_pred": 791791, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.21043729015625876, + "FN": 136005, + "FP": 18968, + "IoU": 0.11759145907473309, + "TN": 62907895, + "TP": 20652, + "n_pred": 39620, + "n_ref": 156657 + }, + "8": { + "Dice": 0.43728068378869184, + "FN": 79932, + "FP": 2494, + "IoU": 0.2798203613742005, + "TN": 62969068, + "TP": 32026, + "n_pred": 34520, + "n_ref": 111958 + }, + "9": { + "Dice": 0.6164730598121602, + "FN": 22935, + "FP": 1893, + "IoU": 0.44558081371979813, + "TN": 63038738, + "TP": 19954, + "n_pred": 21847, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6234531980677683, + "FN": 134640, + "FP": 80192, + "IoU": 0.45291100687069946, + "TN": 109216136, + "TP": 177850, + "n_pred": 258042, + "n_ref": 312490 + }, + "10": { + "Dice": 0.15566938797289365, + "FN": 73341, + "FP": 84895, + "IoU": 0.08440427489396667, + "TN": 109435995, + "TP": 14587, + "n_pred": 99482, + "n_ref": 87928 + }, + "11": { + "Dice": 0.0, + "FN": 4466, + "FP": 0, + "IoU": 0.0, + "TN": 109604352, + "TP": 0, + "n_pred": 0, + "n_ref": 4466 + }, + "12": { + "Dice": 0.0, + "FN": 4081, + "FP": 0, + "IoU": 0.0, + "TN": 109604737, + "TP": 0, + "n_pred": 0, + "n_ref": 4081 + }, + "13": { + "Dice": 2.4189646831156265e-05, + "FN": 80778, + "FP": 1900, + "IoU": 1.2094969702100896e-05, + "TN": 109526139, + "TP": 1, + "n_pred": 1901, + "n_ref": 80779 + }, + "14": { + "Dice": 0.4118143851508121, + "FN": 52543, + "FP": 74211, + "IoU": 0.2592986495409842, + "TN": 109437691, + "TP": 44373, + "n_pred": 118584, + "n_ref": 96916 + }, + "15": { + "Dice": 0.2396021634179099, + "FN": 87039, + "FP": 17702, + "IoU": 0.1361068267858763, + "TN": 109487575, + "TP": 16502, + "n_pred": 34204, + "n_ref": 103541 + }, + "2": { + "Dice": 0.018590091672788835, + "FN": 212024, + "FP": 3051, + "IoU": 0.009382254320350787, + "TN": 109391706, + "TP": 2037, + "n_pred": 5088, + "n_ref": 214061 + }, + "3": { + "Dice": 0.2750621301379133, + "FN": 153214, + "FP": 334219, + "IoU": 0.1594620507461554, + "TN": 109028912, + "TP": 92473, + "n_pred": 426692, + "n_ref": 245687 + }, + "4": { + "Dice": 0.0, + "FN": 50290, + "FP": 4687, + "IoU": 0.0, + "TN": 109553841, + "TP": 0, + "n_pred": 4687, + "n_ref": 50290 + }, + "5": { + "Dice": 0.0, + "FN": 10552, + "FP": 0, + "IoU": 0.0, + "TN": 109598266, + "TP": 0, + "n_pred": 0, + "n_ref": 10552 + }, + "6": { + "Dice": 0.5158397123303857, + "FN": 604353, + "FP": 608515, + "IoU": 0.3475633438086006, + "TN": 107749836, + "TP": 646114, + "n_pred": 1254629, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.15303034114471967, + "FN": 1091509, + "FP": 86918, + "IoU": 0.08285482136158383, + "TN": 108323932, + "TP": 106459, + "n_pred": 193377, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.48110180005960923, + "FN": 54713, + "FP": 20150, + "IoU": 0.3167439398364486, + "TN": 109499250, + "TP": 34705, + "n_pred": 54855, + "n_ref": 89418 + }, + "9": { + "Dice": 0.11598106861498408, + "FN": 47494, + "FP": 69993, + "IoU": 0.06156045816892183, + "TN": 109483624, + "TP": 7707, + "n_pred": 77700, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3878092966725526, + "FN": 16498, + "FP": 116981, + "IoU": 0.24054802938147557, + "TN": 66891595, + "TP": 42278, + "n_pred": 159259, + "n_ref": 58776 + }, + "10": { + "Dice": 0.0, + "FN": 78796, + "FP": 2911, + "IoU": 0.0, + "TN": 66985645, + "TP": 0, + "n_pred": 2911, + "n_ref": 78796 + }, + "11": { + "Dice": 0.0, + "FN": 3126, + "FP": 0, + "IoU": 0.0, + "TN": 67064226, + "TP": 0, + "n_pred": 0, + "n_ref": 3126 + }, + "12": { + "Dice": 0.0, + "FN": 3311, + "FP": 0, + "IoU": 0.0, + "TN": 67064041, + "TP": 0, + "n_pred": 0, + "n_ref": 3311 + }, + "13": { + "Dice": 0.0, + "FN": 38211, + "FP": 0, + "IoU": 0.0, + "TN": 67029141, + "TP": 0, + "n_pred": 0, + "n_ref": 38211 + }, + "14": { + "Dice": 0.07646361124723897, + "FN": 70093, + "FP": 59940, + "IoU": 0.039751580315472324, + "TN": 66931936, + "TP": 5383, + "n_pred": 65323, + "n_ref": 75476 + }, + "15": { + "Dice": 0.3709559994539746, + "FN": 15057, + "FP": 40241, + "IoU": 0.22771392260100834, + "TN": 66995749, + "TP": 16305, + "n_pred": 56546, + "n_ref": 31362 + }, + "2": { + "Dice": 0.00024647405175955085, + "FN": 146020, + "FP": 4, + "IoU": 0.00012325221511619945, + "TN": 66921310, + "TP": 18, + "n_pred": 22, + "n_ref": 146038 + }, + "3": { + "Dice": 0.5957106755003073, + "FN": 29543, + "FP": 148033, + "IoU": 0.42420793572046966, + "TN": 66758949, + "TP": 130827, + "n_pred": 278860, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 5034, + "IoU": 0.0, + "TN": 67049279, + "TP": 0, + "n_pred": 5034, + "n_ref": 13039 + }, + "5": { + "Dice": 0.0, + "FN": 8921, + "FP": 0, + "IoU": 0.0, + "TN": 67058431, + "TP": 0, + "n_pred": 0, + "n_ref": 8921 + }, + "6": { + "Dice": 0.6831399623294145, + "FN": 445696, + "FP": 142593, + "IoU": 0.5187642898920615, + "TN": 65844897, + "TP": 634166, + "n_pred": 776759, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.004832387131657205, + "FN": 350752, + "FP": 2636, + "IoU": 0.0024220456970579767, + "TN": 66713106, + "TP": 858, + "n_pred": 3494, + "n_ref": 351610 + }, + "8": { + "Dice": 0.6163008646230123, + "FN": 44942, + "FP": 5826, + "IoU": 0.4454009176316364, + "TN": 66975812, + "TP": 40772, + "n_pred": 46598, + "n_ref": 85714 + }, + "9": { + "Dice": 0.06892860698994324, + "FN": 74575, + "FP": 231, + "IoU": 0.035694489203996135, + "TN": 66989777, + "TP": 2769, + "n_pred": 3000, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5205674737301971, + "FN": 100977, + "FP": 44980, + "IoU": 0.3518696963103416, + "TN": 74294083, + "TP": 79240, + "n_pred": 124220, + "n_ref": 180217 + }, + "10": { + "Dice": 0.006982250103663675, + "FN": 55888, + "FP": 18351, + "IoU": 0.0035033557046979867, + "TN": 74444780, + "TP": 261, + "n_pred": 18612, + "n_ref": 56149 + }, + "11": { + "Dice": 0.0, + "FN": 3387, + "FP": 0, + "IoU": 0.0, + "TN": 74515893, + "TP": 0, + "n_pred": 0, + "n_ref": 3387 + }, + "12": { + "Dice": 0.0, + "FN": 2201, + "FP": 0, + "IoU": 0.0, + "TN": 74517079, + "TP": 0, + "n_pred": 0, + "n_ref": 2201 + }, + "13": { + "Dice": 0.0, + "FN": 42890, + "FP": 1833, + "IoU": 0.0, + "TN": 74474557, + "TP": 0, + "n_pred": 1833, + "n_ref": 42890 + }, + "14": { + "Dice": 0.2161241108755523, + "FN": 21017, + "FP": 58109, + "IoU": 0.12115423062398649, + "TN": 74429246, + "TP": 10908, + "n_pred": 69017, + "n_ref": 31925 + }, + "15": { + "Dice": 0.5212427627823534, + "FN": 17575, + "FP": 5909, + "IoU": 0.35248704091761335, + "TN": 74483012, + "TP": 12784, + "n_pred": 18693, + "n_ref": 30359 + }, + "2": { + "Dice": 0.0, + "FN": 140908, + "FP": 965, + "IoU": 0.0, + "TN": 74377407, + "TP": 0, + "n_pred": 965, + "n_ref": 140908 + }, + "3": { + "Dice": 0.36166397398631683, + "FN": 49757, + "FP": 324013, + "IoU": 0.22075079119531996, + "TN": 74039626, + "TP": 105884, + "n_pred": 429897, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0, + "FN": 13278, + "FP": 15, + "IoU": 0.0, + "TN": 74505987, + "TP": 0, + "n_pred": 15, + "n_ref": 13278 + }, + "5": { + "Dice": 0.0, + "FN": 10154, + "FP": 0, + "IoU": 0.0, + "TN": 74509126, + "TP": 0, + "n_pred": 0, + "n_ref": 10154 + }, + "6": { + "Dice": 0.5661748164792793, + "FN": 942764, + "FP": 73537, + "IoU": 0.3948701857007781, + "TN": 72839804, + "TP": 663175, + "n_pred": 736712, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.16368976654455597, + "FN": 152088, + "FP": 2238, + "IoU": 0.08914058396142337, + "TN": 74349851, + "TP": 15103, + "n_pred": 17341, + "n_ref": 167191 + }, + "8": { + "Dice": 0.32597495393178144, + "FN": 51377, + "FP": 2392, + "IoU": 0.19472525497596263, + "TN": 74452509, + "TP": 13002, + "n_pred": 15394, + "n_ref": 64379 + }, + "9": { + "Dice": 0.04802964440960593, + "FN": 90499, + "FP": 3014, + "IoU": 0.02460572429906542, + "TN": 74423408, + "TP": 2359, + "n_pred": 5373, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5491718356248672, + "FN": 161539, + "FP": 37755, + "IoU": 0.3785230043844604, + "TN": 65730502, + "TP": 121384, + "n_pred": 159139, + "n_ref": 282923 + }, + "10": { + "Dice": 0.017878958942428403, + "FN": 82472, + "FP": 34093, + "IoU": 0.009020114600513492, + "TN": 65933554, + "TP": 1061, + "n_pred": 35154, + "n_ref": 83533 + }, + "11": { + "Dice": 0.0, + "FN": 3637, + "FP": 0, + "IoU": 0.0, + "TN": 66047543, + "TP": 0, + "n_pred": 0, + "n_ref": 3637 + }, + "12": { + "Dice": 0.0, + "FN": 3026, + "FP": 0, + "IoU": 0.0, + "TN": 66048154, + "TP": 0, + "n_pred": 0, + "n_ref": 3026 + }, + "13": { + "Dice": 0.0008623167576889911, + "FN": 47605, + "FP": 1059, + "IoU": 0.00043134435657800146, + "TN": 66002495, + "TP": 21, + "n_pred": 1080, + "n_ref": 47626 + }, + "14": { + "Dice": 0.1668206597061813, + "FN": 44225, + "FP": 100055, + "IoU": 0.09100073082835614, + "TN": 65892456, + "TP": 14444, + "n_pred": 114499, + "n_ref": 58669 + }, + "15": { + "Dice": 0.5173803989546809, + "FN": 4897, + "FP": 31854, + "IoU": 0.348963684676705, + "TN": 65994730, + "TP": 19699, + "n_pred": 51553, + "n_ref": 24596 + }, + "2": { + "Dice": 0.01158021712907117, + "FN": 143109, + "FP": 286, + "IoU": 0.005823829167677748, + "TN": 65906945, + "TP": 840, + "n_pred": 1126, + "n_ref": 143949 + }, + "3": { + "Dice": 0.16352089479733173, + "FN": 129225, + "FP": 153167, + "IoU": 0.0890404330406395, + "TN": 65741186, + "TP": 27602, + "n_pred": 180769, + "n_ref": 156827 + }, + "4": { + "Dice": 0.5116711657555066, + "FN": 18250, + "FP": 3277, + "IoU": 0.3437890565462582, + "TN": 66018375, + "TP": 11278, + "n_pred": 14555, + "n_ref": 29528 + }, + "5": { + "Dice": 0.0, + "FN": 9979, + "FP": 0, + "IoU": 0.0, + "TN": 66041201, + "TP": 0, + "n_pred": 0, + "n_ref": 9979 + }, + "6": { + "Dice": 0.6743130704887249, + "FN": 217652, + "FP": 560758, + "IoU": 0.5086518207864626, + "TN": 64466947, + "TP": 805823, + "n_pred": 1366581, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.03365554691254651, + "FN": 959550, + "FP": 15651, + "IoU": 0.017115794162971952, + "TN": 65058997, + "TP": 16982, + "n_pred": 32633, + "n_ref": 976532 + }, + "8": { + "Dice": 0.5285704462628068, + "FN": 50550, + "FP": 4298, + "IoU": 0.35922239356979296, + "TN": 65965584, + "TP": 30748, + "n_pred": 35046, + "n_ref": 81298 + }, + "9": { + "Dice": 0.2063961354593652, + "FN": 59788, + "FP": 19397, + "IoU": 0.11507342258778301, + "TN": 65961698, + "TP": 10297, + "n_pred": 29694, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.710396931718496, + "FN": 49180, + "FP": 35994, + "IoU": 0.5508647964564438, + "TN": 113282900, + "TP": 104466, + "n_pred": 140460, + "n_ref": 153646 + }, + "10": { + "Dice": 0.43609765516301413, + "FN": 42170, + "FP": 57127, + "IoU": 0.2788522292346016, + "TN": 113334847, + "TP": 38396, + "n_pred": 95523, + "n_ref": 80566 + }, + "11": { + "Dice": 0.0, + "FN": 3230, + "FP": 0, + "IoU": 0.0, + "TN": 113469310, + "TP": 0, + "n_pred": 0, + "n_ref": 3230 + }, + "12": { + "Dice": 0.0, + "FN": 4083, + "FP": 0, + "IoU": 0.0, + "TN": 113468457, + "TP": 0, + "n_pred": 0, + "n_ref": 4083 + }, + "13": { + "Dice": 0.0, + "FN": 76876, + "FP": 1240, + "IoU": 0.0, + "TN": 113394424, + "TP": 0, + "n_pred": 1240, + "n_ref": 76876 + }, + "14": { + "Dice": 0.637648203682005, + "FN": 135165, + "FP": 10799, + "IoU": 0.468049592921128, + "TN": 113198146, + "TP": 128430, + "n_pred": 139229, + "n_ref": 263595 + }, + "15": { + "Dice": 0.49898388392646154, + "FN": 6046, + "FP": 25757, + "IoU": 0.3324307304785894, + "TN": 113424900, + "TP": 15837, + "n_pred": 41594, + "n_ref": 21883 + }, + "2": { + "Dice": 0.0, + "FN": 127088, + "FP": 4, + "IoU": 0.0, + "TN": 113345448, + "TP": 0, + "n_pred": 4, + "n_ref": 127088 + }, + "3": { + "Dice": 0.40046691100869714, + "FN": 20979, + "FP": 276405, + "IoU": 0.25036488070480584, + "TN": 113075835, + "TP": 99321, + "n_pred": 375726, + "n_ref": 120300 + }, + "4": { + "Dice": 0.4241657362610098, + "FN": 22544, + "FP": 665, + "IoU": 0.26916900210977107, + "TN": 113440783, + "TP": 8548, + "n_pred": 9213, + "n_ref": 31092 + }, + "5": { + "Dice": 0.0, + "FN": 32826, + "FP": 0, + "IoU": 0.0, + "TN": 113439714, + "TP": 0, + "n_pred": 0, + "n_ref": 32826 + }, + "6": { + "Dice": 0.6923400589471669, + "FN": 449256, + "FP": 167868, + "IoU": 0.5294496200516358, + "TN": 112161046, + "TP": 694370, + "n_pred": 862238, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.032260211296897094, + "FN": 214146, + "FP": 18518, + "IoU": 0.01639455149614022, + "TN": 113235998, + "TP": 3878, + "n_pred": 22396, + "n_ref": 218024 + }, + "8": { + "Dice": 0.22390389396441157, + "FN": 184809, + "FP": 21534, + "IoU": 0.12606519050603962, + "TN": 113236432, + "TP": 29765, + "n_pred": 51299, + "n_ref": 214574 + }, + "9": { + "Dice": 0.10511545862732521, + "FN": 99684, + "FP": 11926, + "IoU": 0.05547327888968815, + "TN": 113354375, + "TP": 6555, + "n_pred": 18481, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.25195732370816637, + "FN": 89214, + "FP": 136270, + "IoU": 0.1441368263632154, + "TN": 74933270, + "TP": 37974, + "n_pred": 174244, + "n_ref": 127188 + }, + "10": { + "Dice": 0.16689134997696284, + "FN": 85385, + "FP": 61078, + "IoU": 0.0910428031501927, + "TN": 75035595, + "TP": 14670, + "n_pred": 75748, + "n_ref": 100055 + }, + "11": { + "Dice": 0.0, + "FN": 3544, + "FP": 0, + "IoU": 0.0, + "TN": 75193184, + "TP": 0, + "n_pred": 0, + "n_ref": 3544 + }, + "12": { + "Dice": 0.0, + "FN": 3106, + "FP": 0, + "IoU": 0.0, + "TN": 75193622, + "TP": 0, + "n_pred": 0, + "n_ref": 3106 + }, + "13": { + "Dice": 0.0, + "FN": 55260, + "FP": 84, + "IoU": 0.0, + "TN": 75141384, + "TP": 0, + "n_pred": 84, + "n_ref": 55260 + }, + "14": { + "Dice": 0.6192542164808951, + "FN": 66471, + "FP": 15408, + "IoU": 0.44849256385386355, + "TN": 75048264, + "TP": 66585, + "n_pred": 81993, + "n_ref": 133056 + }, + "15": { + "Dice": 0.0, + "FN": 73812, + "FP": 37298, + "IoU": 0.0, + "TN": 75085618, + "TP": 0, + "n_pred": 37298, + "n_ref": 73812 + }, + "2": { + "Dice": 0.0, + "FN": 146312, + "FP": 20, + "IoU": 0.0, + "TN": 75050396, + "TP": 0, + "n_pred": 20, + "n_ref": 146312 + }, + "3": { + "Dice": 0.37032038769603554, + "FN": 37478, + "FP": 336728, + "IoU": 0.22723508651648036, + "TN": 74712485, + "TP": 110037, + "n_pred": 446765, + "n_ref": 147515 + }, + "4": { + "Dice": 0.5433967996759166, + "FN": 14232, + "FP": 3802, + "IoU": 0.37305753519902657, + "TN": 75167963, + "TP": 10731, + "n_pred": 14533, + "n_ref": 24963 + }, + "5": { + "Dice": 0.0, + "FN": 7701, + "FP": 0, + "IoU": 0.0, + "TN": 75189027, + "TP": 0, + "n_pred": 0, + "n_ref": 7701 + }, + "6": { + "Dice": 0.7505151052803727, + "FN": 264126, + "FP": 395663, + "IoU": 0.6006596065723397, + "TN": 73544531, + "TP": 992408, + "n_pred": 1388071, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.11829259193360463, + "FN": 141509, + "FP": 12110, + "IoU": 0.06286449818208438, + "TN": 75032804, + "TP": 10305, + "n_pred": 22415, + "n_ref": 151814 + }, + "8": { + "Dice": 0.5020170261812187, + "FN": 50330, + "FP": 17935, + "IoU": 0.3351286596411945, + "TN": 75094054, + "TP": 34409, + "n_pred": 52344, + "n_ref": 84739 + }, + "9": { + "Dice": 0.2580832512908412, + "FN": 59014, + "FP": 45735, + "IoU": 0.1481604970398803, + "TN": 75073760, + "TP": 18219, + "n_pred": 63954, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6600556725716035, + "FN": 104758, + "FP": 9671, + "IoU": 0.4925993260021284, + "TN": 86702352, + "TP": 111091, + "n_pred": 120762, + "n_ref": 215849 + }, + "10": { + "Dice": 0.20699779272761837, + "FN": 59028, + "FP": 16059, + "IoU": 0.11544759503810949, + "TN": 86842985, + "TP": 9800, + "n_pred": 25859, + "n_ref": 68828 + }, + "11": { + "Dice": 0.0, + "FN": 2590, + "FP": 0, + "IoU": 0.0, + "TN": 86925282, + "TP": 0, + "n_pred": 0, + "n_ref": 2590 + }, + "12": { + "Dice": 0.0, + "FN": 4915, + "FP": 0, + "IoU": 0.0, + "TN": 86922957, + "TP": 0, + "n_pred": 0, + "n_ref": 4915 + }, + "13": { + "Dice": 0.008524898583103064, + "FN": 55071, + "FP": 12385, + "IoU": 0.004280695539220028, + "TN": 86860126, + "TP": 290, + "n_pred": 12675, + "n_ref": 55361 + }, + "14": { + "Dice": 0.5798230388213877, + "FN": 42190, + "FP": 17360, + "IoU": 0.40827520419722174, + "TN": 86827234, + "TP": 41088, + "n_pred": 58448, + "n_ref": 83278 + }, + "15": { + "Dice": 0.5122556527838823, + "FN": 104962, + "FP": 4899, + "IoU": 0.34431698815889994, + "TN": 86760320, + "TP": 57691, + "n_pred": 62590, + "n_ref": 162653 + }, + "2": { + "Dice": 0.002825561700795492, + "FN": 124043, + "FP": 182, + "IoU": 0.0014147796239580067, + "TN": 86803471, + "TP": 176, + "n_pred": 358, + "n_ref": 124219 + }, + "3": { + "Dice": 0.3283660989032391, + "FN": 111340, + "FP": 130060, + "IoU": 0.1964342184540513, + "TN": 86627461, + "TP": 59011, + "n_pred": 189071, + "n_ref": 170351 + }, + "4": { + "Dice": 0.20305531167690957, + "FN": 13631, + "FP": 9062, + "IoU": 0.11300031269543465, + "TN": 86902288, + "TP": 2891, + "n_pred": 11953, + "n_ref": 16522 + }, + "5": { + "Dice": 0.0, + "FN": 5473, + "FP": 0, + "IoU": 0.0, + "TN": 86922399, + "TP": 0, + "n_pred": 0, + "n_ref": 5473 + }, + "6": { + "Dice": 0.7035821638943892, + "FN": 342325, + "FP": 358710, + "IoU": 0.5427124992416973, + "TN": 85394843, + "TP": 831994, + "n_pred": 1190704, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.22409465008527976, + "FN": 889257, + "FP": 38320, + "IoU": 0.12618614505330528, + "TN": 85866345, + "TP": 133950, + "n_pred": 172270, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.4468260981101958, + "FN": 38712, + "FP": 102, + "IoU": 0.28768581391080933, + "TN": 86873382, + "TP": 15676, + "n_pred": 15778, + "n_ref": 54388 + }, + "9": { + "Dice": 0.3806129016287935, + "FN": 31540, + "FP": 31015, + "IoU": 0.23503515744420667, + "TN": 86846097, + "TP": 19220, + "n_pred": 50235, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.09444039614454638, + "FN": 77058, + "FP": 141660, + "IoU": 0.04956045245368781, + "TN": 37519477, + "TP": 11405, + "n_pred": 153065, + "n_ref": 88463 + }, + "10": { + "Dice": 0.08749429593870836, + "FN": 55601, + "FP": 20387, + "IoU": 0.045748515025555374, + "TN": 37669969, + "TP": 3643, + "n_pred": 24030, + "n_ref": 59244 + }, + "11": { + "Dice": 0.0, + "FN": 2588, + "FP": 0, + "IoU": 0.0, + "TN": 37747012, + "TP": 0, + "n_pred": 0, + "n_ref": 2588 + }, + "12": { + "Dice": 0.0, + "FN": 2917, + "FP": 0, + "IoU": 0.0, + "TN": 37746683, + "TP": 0, + "n_pred": 0, + "n_ref": 2917 + }, + "13": { + "Dice": 0.0, + "FN": 44885, + "FP": 952, + "IoU": 0.0, + "TN": 37703763, + "TP": 0, + "n_pred": 952, + "n_ref": 44885 + }, + "14": { + "Dice": 0.3407943077034778, + "FN": 41602, + "FP": 185379, + "IoU": 0.20539605745432396, + "TN": 37463947, + "TP": 58672, + "n_pred": 244051, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 26798, + "IoU": 0.0, + "TN": 37722802, + "TP": 0, + "n_pred": 26798, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 100232, + "FP": 0, + "IoU": 0.0, + "TN": 37649368, + "TP": 0, + "n_pred": 0, + "n_ref": 100232 + }, + "3": { + "Dice": 0.14853295744572903, + "FN": 55032, + "FP": 330961, + "IoU": 0.08022446742601154, + "TN": 37329940, + "TP": 33667, + "n_pred": 364628, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 5306, + "IoU": 0.0, + "TN": 37732600, + "TP": 0, + "n_pred": 5306, + "n_ref": 11694 + }, + "5": { + "Dice": 0.0, + "FN": 10049, + "FP": 0, + "IoU": 0.0, + "TN": 37739551, + "TP": 0, + "n_pred": 0, + "n_ref": 10049 + }, + "6": { + "Dice": 0.6460655484680232, + "FN": 346958, + "FP": 86445, + "IoU": 0.47717638600376855, + "TN": 36920634, + "TP": 395563, + "n_pred": 482008, + "n_ref": 742521 + }, + "7": { + "Dice": 0.008209642338949908, + "FN": 343849, + "FP": 4078, + "IoU": 0.004121740175803668, + "TN": 37400233, + "TP": 1440, + "n_pred": 5518, + "n_ref": 345289 + }, + "8": { + "Dice": 0.5198029885014905, + "FN": 50013, + "FP": 1855, + "IoU": 0.3511714889731177, + "TN": 37669659, + "TP": 28073, + "n_pred": 29928, + "n_ref": 78086 + }, + "9": { + "Dice": 0.4564073285929309, + "FN": 32787, + "FP": 19580, + "IoU": 0.29567860553321407, + "TN": 37675249, + "TP": 21984, + "n_pred": 41564, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6355315744099509, + "FN": 82656, + "FP": 49669, + "IoU": 0.4657722835434044, + "TN": 75658994, + "TP": 115369, + "n_pred": 165038, + "n_ref": 198025 + }, + "10": { + "Dice": 0.17798024640374424, + "FN": 93424, + "FP": 97666, + "IoU": 0.09768294007375683, + "TN": 75694911, + "TP": 20687, + "n_pred": 118353, + "n_ref": 114111 + }, + "11": { + "Dice": 0.0, + "FN": 4342, + "FP": 0, + "IoU": 0.0, + "TN": 75902346, + "TP": 0, + "n_pred": 0, + "n_ref": 4342 + }, + "12": { + "Dice": 0.0, + "FN": 4584, + "FP": 0, + "IoU": 0.0, + "TN": 75902104, + "TP": 0, + "n_pred": 0, + "n_ref": 4584 + }, + "13": { + "Dice": 0.00566434999720509, + "FN": 41349, + "FP": 12016, + "IoU": 0.0028402189958331, + "TN": 75853171, + "TP": 152, + "n_pred": 12168, + "n_ref": 41501 + }, + "14": { + "Dice": 0.7145715141733273, + "FN": 49744, + "FP": 9322, + "IoU": 0.5559014150163155, + "TN": 75773686, + "TP": 73936, + "n_pred": 83258, + "n_ref": 123680 + }, + "15": { + "Dice": 0.44140341111162656, + "FN": 130177, + "FP": 14323, + "IoU": 0.2832056827651891, + "TN": 75705096, + "TP": 57092, + "n_pred": 71415, + "n_ref": 187269 + }, + "2": { + "Dice": 0.03222011133917703, + "FN": 189550, + "FP": 461, + "IoU": 0.016373839129489476, + "TN": 75713514, + "TP": 3163, + "n_pred": 3624, + "n_ref": 192713 + }, + "3": { + "Dice": 0.08791750470440506, + "FN": 226801, + "FP": 280191, + "IoU": 0.04597997467196811, + "TN": 75375261, + "TP": 24435, + "n_pred": 304626, + "n_ref": 251236 + }, + "4": { + "Dice": 0.5211129172494613, + "FN": 16392, + "FP": 8944, + "IoU": 0.35236829324403773, + "TN": 75867567, + "TP": 13785, + "n_pred": 22729, + "n_ref": 30177 + }, + "5": { + "Dice": 0.0, + "FN": 9629, + "FP": 0, + "IoU": 0.0, + "TN": 75897059, + "TP": 0, + "n_pred": 0, + "n_ref": 9629 + }, + "6": { + "Dice": 0.6849321322469298, + "FN": 581748, + "FP": 453433, + "IoU": 0.5208340565853893, + "TN": 73746307, + "TP": 1125200, + "n_pred": 1578633, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.18739747234916712, + "FN": 242262, + "FP": 30679, + "IoU": 0.10338586065641087, + "TN": 75602275, + "TP": 31472, + "n_pred": 62151, + "n_ref": 273734 + }, + "8": { + "Dice": 0.3322813680504403, + "FN": 67162, + "FP": 31645, + "IoU": 0.1992430627593361, + "TN": 75783296, + "TP": 24585, + "n_pred": 56230, + "n_ref": 91747 + }, + "9": { + "Dice": 0.4437355885754698, + "FN": 47629, + "FP": 27880, + "IoU": 0.2851286615037964, + "TN": 75801062, + "TP": 30117, + "n_pred": 57997, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.41496596024402527, + "FN": 41074, + "FP": 111115, + "IoU": 0.261802554289567, + "TN": 61181587, + "TP": 53974, + "n_pred": 165089, + "n_ref": 95048 + }, + "10": { + "Dice": 0.25634629651531604, + "FN": 66132, + "FP": 3033, + "IoU": 0.14701674765064252, + "TN": 61306664, + "TP": 11921, + "n_pred": 14954, + "n_ref": 78053 + }, + "11": { + "Dice": 0.0, + "FN": 3342, + "FP": 0, + "IoU": 0.0, + "TN": 61384408, + "TP": 0, + "n_pred": 0, + "n_ref": 3342 + }, + "12": { + "Dice": 0.0, + "FN": 3369, + "FP": 0, + "IoU": 0.0, + "TN": 61384381, + "TP": 0, + "n_pred": 0, + "n_ref": 3369 + }, + "13": { + "Dice": 0.0, + "FN": 39455, + "FP": 0, + "IoU": 0.0, + "TN": 61348295, + "TP": 0, + "n_pred": 0, + "n_ref": 39455 + }, + "14": { + "Dice": 0.3246036506984317, + "FN": 28582, + "FP": 129042, + "IoU": 0.193747378543442, + "TN": 61192248, + "TP": 37878, + "n_pred": 166920, + "n_ref": 66460 + }, + "15": { + "Dice": 0.6137732803086979, + "FN": 11555, + "FP": 27681, + "IoU": 0.44276543770948135, + "TN": 61317338, + "TP": 31176, + "n_pred": 58857, + "n_ref": 42731 + }, + "2": { + "Dice": 0.0, + "FN": 133164, + "FP": 156, + "IoU": 0.0, + "TN": 61254430, + "TP": 0, + "n_pred": 156, + "n_ref": 133164 + }, + "3": { + "Dice": 0.352680944165702, + "FN": 31099, + "FP": 345240, + "IoU": 0.21409388965459633, + "TN": 60908890, + "TP": 102521, + "n_pred": 447761, + "n_ref": 133620 + }, + "4": { + "Dice": 0.22327970390512877, + "FN": 16020, + "FP": 4546, + "IoU": 0.12566958591956467, + "TN": 61364228, + "TP": 2956, + "n_pred": 7502, + "n_ref": 18976 + }, + "5": { + "Dice": 0.0, + "FN": 27695, + "FP": 0, + "IoU": 0.0, + "TN": 61360055, + "TP": 0, + "n_pred": 0, + "n_ref": 27695 + }, + "6": { + "Dice": 0.6694308783583361, + "FN": 421453, + "FP": 144681, + "IoU": 0.5031161985274305, + "TN": 60248381, + "TP": 573235, + "n_pred": 717916, + "n_ref": 994688 + }, + "7": { + "Dice": 0.0016934369118239642, + "FN": 179969, + "FP": 15750, + "IoU": 0.0008474359956096689, + "TN": 61191865, + "TP": 166, + "n_pred": 15916, + "n_ref": 180135 + }, + "8": { + "Dice": 0.17705441421432538, + "FN": 220803, + "FP": 16337, + "IoU": 0.09712545212259661, + "TN": 61125100, + "TP": 25510, + "n_pred": 41847, + "n_ref": 246313 + }, + "9": { + "Dice": 0.0845357506839028, + "FN": 75777, + "FP": 9558, + "IoU": 0.04413329599551946, + "TN": 61298475, + "TP": 3940, + "n_pred": 13498, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7347959089083212, + "FN": 66613, + "FP": 19215, + "IoU": 0.580772631136771, + "TN": 39544071, + "TP": 118901, + "n_pred": 138116, + "n_ref": 185514 + }, + "10": { + "Dice": 0.15710125448028675, + "FN": 44819, + "FP": 30435, + "IoU": 0.08524681828679787, + "TN": 39666533, + "TP": 7013, + "n_pred": 37448, + "n_ref": 51832 + }, + "11": { + "Dice": 0.0, + "FN": 3031, + "FP": 0, + "IoU": 0.0, + "TN": 39745769, + "TP": 0, + "n_pred": 0, + "n_ref": 3031 + }, + "12": { + "Dice": 0.0, + "FN": 3460, + "FP": 0, + "IoU": 0.0, + "TN": 39745340, + "TP": 0, + "n_pred": 0, + "n_ref": 3460 + }, + "13": { + "Dice": 0.0, + "FN": 43811, + "FP": 0, + "IoU": 0.0, + "TN": 39704989, + "TP": 0, + "n_pred": 0, + "n_ref": 43811 + }, + "14": { + "Dice": 0.2825468834861506, + "FN": 24489, + "FP": 20425, + "IoU": 0.164515048922951, + "TN": 39695042, + "TP": 8844, + "n_pred": 29269, + "n_ref": 33333 + }, + "15": { + "Dice": 0.0247283230885746, + "FN": 51014, + "FP": 4359, + "IoU": 0.012518947837717342, + "TN": 39692725, + "TP": 702, + "n_pred": 5061, + "n_ref": 51716 + }, + "2": { + "Dice": 0.0, + "FN": 117847, + "FP": 1029, + "IoU": 0.0, + "TN": 39629924, + "TP": 0, + "n_pred": 1029, + "n_ref": 117847 + }, + "3": { + "Dice": 0.4355481400494329, + "FN": 8191, + "FP": 318608, + "IoU": 0.27840303124648086, + "TN": 39295917, + "TP": 126084, + "n_pred": 444692, + "n_ref": 134275 + }, + "4": { + "Dice": 0.0, + "FN": 23773, + "FP": 20949, + "IoU": 0.0, + "TN": 39704078, + "TP": 0, + "n_pred": 20949, + "n_ref": 23773 + }, + "5": { + "Dice": 0.0, + "FN": 6524, + "FP": 0, + "IoU": 0.0, + "TN": 39742276, + "TP": 0, + "n_pred": 0, + "n_ref": 6524 + }, + "6": { + "Dice": 0.7935169968103704, + "FN": 291589, + "FP": 39599, + "IoU": 0.6577108792353612, + "TN": 38781232, + "TP": 636380, + "n_pred": 675979, + "n_ref": 927969 + }, + "7": { + "Dice": 0.07911666395554459, + "FN": 701925, + "FP": 57, + "IoU": 0.041187646574343324, + "TN": 39016663, + "TP": 30155, + "n_pred": 30212, + "n_ref": 732080 + }, + "8": { + "Dice": 0.5932310066187517, + "FN": 20315, + "FP": 19755, + "IoU": 0.42169752774610686, + "TN": 39679511, + "TP": 29219, + "n_pred": 48974, + "n_ref": 49534 + }, + "9": { + "Dice": 0.13309016758332495, + "FN": 36995, + "FP": 23374, + "IoU": 0.07128901742996477, + "TN": 39683797, + "TP": 4634, + "n_pred": 28008, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5123493642106166, + "FN": 25296, + "FP": 111115, + "IoU": 0.3444016705835989, + "TN": 101188537, + "TP": 71660, + "n_pred": 182775, + "n_ref": 96956 + }, + "10": { + "Dice": 0.0808529673451932, + "FN": 74167, + "FP": 112816, + "IoU": 0.042129636744583955, + "TN": 101201401, + "TP": 8224, + "n_pred": 121040, + "n_ref": 82391 + }, + "11": { + "Dice": 0.0, + "FN": 5529, + "FP": 0, + "IoU": 0.0, + "TN": 101391079, + "TP": 0, + "n_pred": 0, + "n_ref": 5529 + }, + "12": { + "Dice": 0.0, + "FN": 5225, + "FP": 0, + "IoU": 0.0, + "TN": 101391383, + "TP": 0, + "n_pred": 0, + "n_ref": 5225 + }, + "13": { + "Dice": 0.0024064130908872145, + "FN": 49865, + "FP": 16464, + "IoU": 0.0012046559954223073, + "TN": 101330199, + "TP": 80, + "n_pred": 16544, + "n_ref": 49945 + }, + "14": { + "Dice": 0.24716750097348827, + "FN": 149219, + "FP": 11248, + "IoU": 0.14101033676107683, + "TN": 101209799, + "TP": 26342, + "n_pred": 37590, + "n_ref": 175561 + }, + "15": { + "Dice": 0.0, + "FN": 26874, + "FP": 5963, + "IoU": 0.0, + "TN": 101363771, + "TP": 0, + "n_pred": 5963, + "n_ref": 26874 + }, + "2": { + "Dice": 0.0, + "FN": 181739, + "FP": 161, + "IoU": 0.0, + "TN": 101214708, + "TP": 0, + "n_pred": 161, + "n_ref": 181739 + }, + "3": { + "Dice": 0.2874994376209115, + "FN": 64932, + "FP": 441844, + "IoU": 0.16788282815014285, + "TN": 100787588, + "TP": 102244, + "n_pred": 544088, + "n_ref": 167176 + }, + "4": { + "Dice": 0.2093368213813749, + "FN": 6265, + "FP": 23052, + "IoU": 0.11690463280920538, + "TN": 101363410, + "TP": 3881, + "n_pred": 26933, + "n_ref": 10146 + }, + "5": { + "Dice": 0.0, + "FN": 38516, + "FP": 0, + "IoU": 0.0, + "TN": 101358092, + "TP": 0, + "n_pred": 0, + "n_ref": 38516 + }, + "6": { + "Dice": 0.7254698009846752, + "FN": 412927, + "FP": 659962, + "IoU": 0.5692056583242655, + "TN": 98906118, + "TP": 1417601, + "n_pred": 2077563, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.17029216211813833, + "FN": 415019, + "FP": 33229, + "IoU": 0.09307068516210486, + "TN": 100902360, + "TP": 46000, + "n_pred": 79229, + "n_ref": 461019 + }, + "8": { + "Dice": 0.4512335230377587, + "FN": 171080, + "FP": 34787, + "IoU": 0.29135026471053954, + "TN": 101106102, + "TP": 84639, + "n_pred": 119426, + "n_ref": 255719 + }, + "9": { + "Dice": 0.47410005515241277, + "FN": 48366, + "FP": 36499, + "IoU": 0.31070192823145276, + "TN": 101273490, + "TP": 38253, + "n_pred": 74752, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0628740276755889, + "FN": 209005, + "FP": 29174, + "IoU": 0.03245737684273812, + "TN": 73637335, + "TP": 7990, + "n_pred": 37164, + "n_ref": 216995 + }, + "10": { + "Dice": 0.008134508317868137, + "FN": 75109, + "FP": 103401, + "IoU": 0.004083864272882471, + "TN": 73704262, + "TP": 732, + "n_pred": 104133, + "n_ref": 75841 + }, + "11": { + "Dice": 0.0, + "FN": 6259, + "FP": 0, + "IoU": 0.0, + "TN": 73877245, + "TP": 0, + "n_pred": 0, + "n_ref": 6259 + }, + "12": { + "Dice": 0.0, + "FN": 5541, + "FP": 0, + "IoU": 0.0, + "TN": 73877963, + "TP": 0, + "n_pred": 0, + "n_ref": 5541 + }, + "13": { + "Dice": 0.0, + "FN": 61239, + "FP": 2727, + "IoU": 0.0, + "TN": 73819538, + "TP": 0, + "n_pred": 2727, + "n_ref": 61239 + }, + "14": { + "Dice": 0.42367800349996193, + "FN": 59379, + "FP": 54240, + "IoU": 0.26877630613584585, + "TN": 73728122, + "TP": 41763, + "n_pred": 96003, + "n_ref": 101142 + }, + "15": { + "Dice": 0.644649096747726, + "FN": 108251, + "FP": 17346, + "IoU": 0.4756326167642921, + "TN": 73643983, + "TP": 113924, + "n_pred": 131270, + "n_ref": 222175 + }, + "2": { + "Dice": 0.013089166103361397, + "FN": 189772, + "FP": 2948, + "IoU": 0.006587696780379179, + "TN": 73689506, + "TP": 1278, + "n_pred": 4226, + "n_ref": 191050 + }, + "3": { + "Dice": 0.13376621922685086, + "FN": 157660, + "FP": 229213, + "IoU": 0.07167709673084675, + "TN": 73466760, + "TP": 29871, + "n_pred": 259084, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 721, + "IoU": 0.0, + "TN": 73834895, + "TP": 0, + "n_pred": 721, + "n_ref": 47888 + }, + "5": { + "Dice": 0.0, + "FN": 15128, + "FP": 0, + "IoU": 0.0, + "TN": 73868376, + "TP": 0, + "n_pred": 0, + "n_ref": 15128 + }, + "6": { + "Dice": 0.24797380390315046, + "FN": 1380316, + "FP": 566746, + "IoU": 0.1415354430519273, + "TN": 71615429, + "TP": 321013, + "n_pred": 887759, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.007122016381340739, + "FN": 171586, + "FP": 110858, + "IoU": 0.0035737342877402924, + "TN": 73600047, + "TP": 1013, + "n_pred": 111871, + "n_ref": 172599 + }, + "8": { + "Dice": 0.11066776586974443, + "FN": 74413, + "FP": 6494, + "IoU": 0.0585750689426467, + "TN": 73797563, + "TP": 5034, + "n_pred": 11528, + "n_ref": 79447 + }, + "9": { + "Dice": 0.20842744874468683, + "FN": 75740, + "FP": 33949, + "IoU": 0.11633771046483525, + "TN": 73759374, + "TP": 14441, + "n_pred": 48390, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3514781409616007, + "FN": 124894, + "FP": 105555, + "IoU": 0.21320805607431964, + "TN": 69202879, + "TP": 62448, + "n_pred": 168003, + "n_ref": 187342 + }, + "10": { + "Dice": 0.17117787822387662, + "FN": 51378, + "FP": 104482, + "IoU": 0.09360006978569975, + "TN": 69323821, + "TP": 16095, + "n_pred": 120577, + "n_ref": 67473 + }, + "11": { + "Dice": 0.0, + "FN": 3461, + "FP": 0, + "IoU": 0.0, + "TN": 69492315, + "TP": 0, + "n_pred": 0, + "n_ref": 3461 + }, + "12": { + "Dice": 0.0, + "FN": 3152, + "FP": 0, + "IoU": 0.0, + "TN": 69492624, + "TP": 0, + "n_pred": 0, + "n_ref": 3152 + }, + "13": { + "Dice": 0.054822822822822824, + "FN": 75536, + "FP": 3150, + "IoU": 0.028183973915620986, + "TN": 69414808, + "TP": 2282, + "n_pred": 5432, + "n_ref": 77818 + }, + "14": { + "Dice": 0.3618621183095991, + "FN": 111839, + "FP": 26404, + "IoU": 0.22089844960803431, + "TN": 69318337, + "TP": 39196, + "n_pred": 65600, + "n_ref": 151035 + }, + "15": { + "Dice": 0.2593017538108507, + "FN": 77385, + "FP": 17514, + "IoU": 0.14896421845574387, + "TN": 69384266, + "TP": 16611, + "n_pred": 34125, + "n_ref": 93996 + }, + "2": { + "Dice": 0.0, + "FN": 150150, + "FP": 80, + "IoU": 0.0, + "TN": 69345546, + "TP": 0, + "n_pred": 80, + "n_ref": 150150 + }, + "3": { + "Dice": 0.5866909420580483, + "FN": 15315, + "FP": 206248, + "IoU": 0.41511864567852025, + "TN": 69116959, + "TP": 157254, + "n_pred": 363502, + "n_ref": 172569 + }, + "4": { + "Dice": 0.10909326480813665, + "FN": 34593, + "FP": 6664, + "IoU": 0.057693625379713585, + "TN": 69451993, + "TP": 2526, + "n_pred": 9190, + "n_ref": 37119 + }, + "5": { + "Dice": 0.0, + "FN": 19093, + "FP": 0, + "IoU": 0.0, + "TN": 69476683, + "TP": 0, + "n_pred": 0, + "n_ref": 19093 + }, + "6": { + "Dice": 0.6909959862216508, + "FN": 393497, + "FP": 551119, + "IoU": 0.5278791958988261, + "TN": 67494983, + "TP": 1056177, + "n_pred": 1607296, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.10896454912609742, + "FN": 294051, + "FP": 15705, + "IoU": 0.057621632146421006, + "TN": 69167080, + "TP": 18940, + "n_pred": 34645, + "n_ref": 312991 + }, + "8": { + "Dice": 0.35148533463668247, + "FN": 55964, + "FP": 64781, + "IoU": 0.21321335018831533, + "TN": 69342310, + "TP": 32721, + "n_pred": 97502, + "n_ref": 88685 + }, + "9": { + "Dice": 0.2473650837175027, + "FN": 58718, + "FP": 73033, + "IoU": 0.14113896820119687, + "TN": 69342374, + "TP": 21651, + "n_pred": 94684, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.49849501785810024, + "FN": 104781, + "FP": 91658, + "IoU": 0.3319969122892926, + "TN": 50539483, + "TP": 97630, + "n_pred": 189288, + "n_ref": 202411 + }, + "10": { + "Dice": 0.3369558024829608, + "FN": 42741, + "FP": 87520, + "IoU": 0.20261385896180215, + "TN": 50670192, + "TP": 33099, + "n_pred": 120619, + "n_ref": 75840 + }, + "11": { + "Dice": 0.0, + "FN": 6729, + "FP": 0, + "IoU": 0.0, + "TN": 50826823, + "TP": 0, + "n_pred": 0, + "n_ref": 6729 + }, + "12": { + "Dice": 0.0, + "FN": 6299, + "FP": 0, + "IoU": 0.0, + "TN": 50827253, + "TP": 0, + "n_pred": 0, + "n_ref": 6299 + }, + "13": { + "Dice": 0.028537214069699, + "FN": 47560, + "FP": 303, + "IoU": 0.014475147222336613, + "TN": 50784986, + "TP": 703, + "n_pred": 1006, + "n_ref": 48263 + }, + "14": { + "Dice": 0.17541815422760867, + "FN": 37790, + "FP": 83929, + "IoU": 0.09614156505725276, + "TN": 50698886, + "TP": 12947, + "n_pred": 96876, + "n_ref": 50737 + }, + "15": { + "Dice": 0.23374506397093667, + "FN": 16258, + "FP": 105021, + "IoU": 0.13233936913798408, + "TN": 50693775, + "TP": 18498, + "n_pred": 123519, + "n_ref": 34756 + }, + "2": { + "Dice": 0.0, + "FN": 212070, + "FP": 2869, + "IoU": 0.0, + "TN": 50618613, + "TP": 0, + "n_pred": 2869, + "n_ref": 212070 + }, + "3": { + "Dice": 0.4744121093181764, + "FN": 23765, + "FP": 373673, + "IoU": 0.3109700281549493, + "TN": 50256744, + "TP": 179370, + "n_pred": 553043, + "n_ref": 203135 + }, + "4": { + "Dice": 0.0, + "FN": 17965, + "FP": 2476, + "IoU": 0.0, + "TN": 50813111, + "TP": 0, + "n_pred": 2476, + "n_ref": 17965 + }, + "5": { + "Dice": 0.0, + "FN": 12844, + "FP": 0, + "IoU": 0.0, + "TN": 50820708, + "TP": 0, + "n_pred": 0, + "n_ref": 12844 + }, + "6": { + "Dice": 0.6287313868385932, + "FN": 903652, + "FP": 623058, + "IoU": 0.45850344768635615, + "TN": 48014125, + "TP": 1292717, + "n_pred": 1915775, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.0811554440699224, + "FN": 218010, + "FP": 16424, + "IoU": 0.04229391266693084, + "TN": 50588765, + "TP": 10353, + "n_pred": 26777, + "n_ref": 228363 + }, + "8": { + "Dice": 0.4822225592581358, + "FN": 58411, + "FP": 37179, + "IoU": 0.3177162516148833, + "TN": 50693449, + "TP": 44513, + "n_pred": 81692, + "n_ref": 102924 + }, + "9": { + "Dice": 0.3680504606824007, + "FN": 76490, + "FP": 56160, + "IoU": 0.2255280888380294, + "TN": 50662274, + "TP": 38628, + "n_pred": 94788, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.481962481962482, + "FN": 117598, + "FP": 85237, + "IoU": 0.31749049429657794, + "TN": 76587670, + "TP": 94355, + "n_pred": 179592, + "n_ref": 211953 + }, + "10": { + "Dice": 0.0029625800294269694, + "FN": 64810, + "FP": 35480, + "IoU": 0.0014834874899192544, + "TN": 76784421, + "TP": 149, + "n_pred": 35629, + "n_ref": 64959 + }, + "11": { + "Dice": 0.0, + "FN": 2874, + "FP": 0, + "IoU": 0.0, + "TN": 76881986, + "TP": 0, + "n_pred": 0, + "n_ref": 2874 + }, + "12": { + "Dice": 0.0, + "FN": 2609, + "FP": 0, + "IoU": 0.0, + "TN": 76882251, + "TP": 0, + "n_pred": 0, + "n_ref": 2609 + }, + "13": { + "Dice": 0.0, + "FN": 42783, + "FP": 1181, + "IoU": 0.0, + "TN": 76840896, + "TP": 0, + "n_pred": 1181, + "n_ref": 42783 + }, + "14": { + "Dice": 0.1940051127904037, + "FN": 67697, + "FP": 47067, + "IoU": 0.10742284718765555, + "TN": 76756284, + "TP": 13812, + "n_pred": 60879, + "n_ref": 81509 + }, + "15": { + "Dice": 0.47493633844032696, + "FN": 23136, + "FP": 14185, + "IoU": 0.31142066420664205, + "TN": 76830660, + "TP": 16879, + "n_pred": 31064, + "n_ref": 40015 + }, + "2": { + "Dice": 0.044543829871307845, + "FN": 101417, + "FP": 4974, + "IoU": 0.02277925250985111, + "TN": 76775989, + "TP": 2480, + "n_pred": 7454, + "n_ref": 103897 + }, + "3": { + "Dice": 0.09198166913355346, + "FN": 84484, + "FP": 170720, + "IoU": 0.04820795882594264, + "TN": 76616730, + "TP": 12926, + "n_pred": 183646, + "n_ref": 97410 + }, + "4": { + "Dice": 0.5214295064799057, + "FN": 14924, + "FP": 3355, + "IoU": 0.3526578602542763, + "TN": 76856623, + "TP": 9958, + "n_pred": 13313, + "n_ref": 24882 + }, + "5": { + "Dice": 0.0, + "FN": 15755, + "FP": 0, + "IoU": 0.0, + "TN": 76869105, + "TP": 0, + "n_pred": 0, + "n_ref": 15755 + }, + "6": { + "Dice": 0.6613558365006291, + "FN": 320522, + "FP": 509526, + "IoU": 0.4940490195480839, + "TN": 75244290, + "TP": 810522, + "n_pred": 1320048, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.13264493884928472, + "FN": 146075, + "FP": 51152, + "IoU": 0.07103359270493811, + "TN": 76672552, + "TP": 15081, + "n_pred": 66233, + "n_ref": 161156 + }, + "8": { + "Dice": 0.550105655686762, + "FN": 44114, + "FP": 10177, + "IoU": 0.37941085696649635, + "TN": 76797377, + "TP": 33192, + "n_pred": 43369, + "n_ref": 77306 + }, + "9": { + "Dice": 0.25111146887267954, + "FN": 71490, + "FP": 49454, + "IoU": 0.14358346138322203, + "TN": 76743639, + "TP": 20277, + "n_pred": 69731, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3934216432521226, + "FN": 83379, + "FP": 43647, + "IoU": 0.24488170253239805, + "TN": 130831712, + "TP": 41194, + "n_pred": 84841, + "n_ref": 124573 + }, + "10": { + "Dice": 0.13694636900179624, + "FN": 50892, + "FP": 33191, + "IoU": 0.07350640192167839, + "TN": 130909178, + "TP": 6671, + "n_pred": 39862, + "n_ref": 57563 + }, + "11": { + "Dice": 0.0, + "FN": 5568, + "FP": 0, + "IoU": 0.0, + "TN": 130994364, + "TP": 0, + "n_pred": 0, + "n_ref": 5568 + }, + "12": { + "Dice": 0.0, + "FN": 7302, + "FP": 0, + "IoU": 0.0, + "TN": 130992630, + "TP": 0, + "n_pred": 0, + "n_ref": 7302 + }, + "13": { + "Dice": 0.0, + "FN": 78417, + "FP": 868, + "IoU": 0.0, + "TN": 130920647, + "TP": 0, + "n_pred": 868, + "n_ref": 78417 + }, + "14": { + "Dice": 0.0037927801582197567, + "FN": 944167, + "FP": 84405, + "IoU": 0.0018999932073787275, + "TN": 129969402, + "TP": 1958, + "n_pred": 86363, + "n_ref": 946125 + }, + "15": { + "Dice": 0.30875007902889295, + "FN": 15543, + "FP": 28191, + "IoU": 0.18255733537690885, + "TN": 130946431, + "TP": 9767, + "n_pred": 37958, + "n_ref": 25310 + }, + "2": { + "Dice": 0.0, + "FN": 218855, + "FP": 288, + "IoU": 0.0, + "TN": 130780789, + "TP": 0, + "n_pred": 288, + "n_ref": 218855 + }, + "3": { + "Dice": 0.0026822067845345098, + "FN": 282430, + "FP": 171943, + "IoU": 0.0013429043658678107, + "TN": 130544948, + "TP": 611, + "n_pred": 172554, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 931, + "IoU": 0.0, + "TN": 130996721, + "TP": 0, + "n_pred": 931, + "n_ref": 2280 + }, + "5": { + "Dice": 0.0, + "FN": 23719, + "FP": 0, + "IoU": 0.0, + "TN": 130976213, + "TP": 0, + "n_pred": 0, + "n_ref": 23719 + }, + "6": { + "Dice": 0.5372309454050697, + "FN": 835912, + "FP": 261673, + "IoU": 0.3672698323207552, + "TN": 129265251, + "TP": 637096, + "n_pred": 898769, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.06362374307451464, + "FN": 196528, + "FP": 25381, + "IoU": 0.03285711795265158, + "TN": 130770484, + "TP": 7539, + "n_pred": 32920, + "n_ref": 204067 + }, + "8": { + "Dice": 0.17446115721530658, + "FN": 113914, + "FP": 684, + "IoU": 0.09556693789609098, + "TN": 130873225, + "TP": 12109, + "n_pred": 12793, + "n_ref": 126023 + }, + "9": { + "Dice": 0.19482061152281396, + "FN": 48767, + "FP": 21096, + "IoU": 0.10792313094554044, + "TN": 130921617, + "TP": 8452, + "n_pred": 29548, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.03972676131797482, + "FN": 55934, + "FP": 15760, + "IoU": 0.020265930551949383, + "TN": 74353521, + "TP": 1483, + "n_pred": 17243, + "n_ref": 57417 + }, + "10": { + "Dice": 0.0, + "FN": 78775, + "FP": 2088, + "IoU": 0.0, + "TN": 74345835, + "TP": 0, + "n_pred": 2088, + "n_ref": 78775 + }, + "11": { + "Dice": 0.0, + "FN": 2388, + "FP": 0, + "IoU": 0.0, + "TN": 74424310, + "TP": 0, + "n_pred": 0, + "n_ref": 2388 + }, + "12": { + "Dice": 0.0, + "FN": 2457, + "FP": 0, + "IoU": 0.0, + "TN": 74424241, + "TP": 0, + "n_pred": 0, + "n_ref": 2457 + }, + "13": { + "Dice": 0.0, + "FN": 103327, + "FP": 0, + "IoU": 0.0, + "TN": 74323371, + "TP": 0, + "n_pred": 0, + "n_ref": 103327 + }, + "14": { + "Dice": 0.3863984819734345, + "FN": 107260, + "FP": 94845, + "IoU": 0.23946338526379168, + "TN": 74160958, + "TP": 63635, + "n_pred": 158480, + "n_ref": 170895 + }, + "15": { + "Dice": 0.5349259085628095, + "FN": 9096, + "FP": 13721, + "IoU": 0.3651186733075489, + "TN": 74390759, + "TP": 13122, + "n_pred": 26843, + "n_ref": 22218 + }, + "2": { + "Dice": 0.04788789437446843, + "FN": 115797, + "FP": 1746, + "IoU": 0.024531323911401753, + "TN": 74306199, + "TP": 2956, + "n_pred": 4702, + "n_ref": 118753 + }, + "3": { + "Dice": 0.0011620372978759367, + "FN": 131028, + "FP": 152626, + "IoU": 0.0005813564278642374, + "TN": 74142879, + "TP": 165, + "n_pred": 152791, + "n_ref": 131193 + }, + "4": { + "Dice": 0.0, + "FN": 30460, + "FP": 0, + "IoU": 0.0, + "TN": 74396238, + "TP": 0, + "n_pred": 0, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5696910105602463, + "FN": 508653, + "FP": 63775, + "IoU": 0.398299258947811, + "TN": 73475348, + "TP": 378922, + "n_pred": 442697, + "n_ref": 887575 + }, + "7": { + "Dice": 0.02208334139530084, + "FN": 148801, + "FP": 2824, + "IoU": 0.01116495040335992, + "TN": 74273361, + "TP": 1712, + "n_pred": 4536, + "n_ref": 150513 + }, + "8": { + "Dice": 0.0, + "FN": 43232, + "FP": 5812, + "IoU": 0.0, + "TN": 74377654, + "TP": 0, + "n_pred": 5812, + "n_ref": 43232 + }, + "9": { + "Dice": 0.0, + "FN": 33772, + "FP": 1626, + "IoU": 0.0, + "TN": 74391300, + "TP": 0, + "n_pred": 1626, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5706328793449679, + "FN": 41229, + "FP": 108013, + "IoU": 0.3992206558406531, + "TN": 106398274, + "TP": 99172, + "n_pred": 207185, + "n_ref": 140401 + }, + "10": { + "Dice": 0.28310621211416526, + "FN": 53690, + "FP": 177519, + "IoU": 0.16489442393683496, + "TN": 106369826, + "TP": 45653, + "n_pred": 223172, + "n_ref": 99343 + }, + "11": { + "Dice": 0.0, + "FN": 4651, + "FP": 0, + "IoU": 0.0, + "TN": 106642037, + "TP": 0, + "n_pred": 0, + "n_ref": 4651 + }, + "12": { + "Dice": 0.0, + "FN": 5470, + "FP": 0, + "IoU": 0.0, + "TN": 106641218, + "TP": 0, + "n_pred": 0, + "n_ref": 5470 + }, + "13": { + "Dice": 0.0, + "FN": 40943, + "FP": 2392, + "IoU": 0.0, + "TN": 106603353, + "TP": 0, + "n_pred": 2392, + "n_ref": 40943 + }, + "14": { + "Dice": 0.16559022921436398, + "FN": 60961, + "FP": 32704, + "IoU": 0.09026894200604124, + "TN": 106543729, + "TP": 9294, + "n_pred": 41998, + "n_ref": 70255 + }, + "15": { + "Dice": 0.37149136865241084, + "FN": 10335, + "FP": 44569, + "IoU": 0.22811753128075354, + "TN": 106575558, + "TP": 16226, + "n_pred": 60795, + "n_ref": 26561 + }, + "2": { + "Dice": 0.05013041344937118, + "FN": 181820, + "FP": 2089, + "IoU": 0.025709623759019293, + "TN": 106457926, + "TP": 4853, + "n_pred": 6942, + "n_ref": 186673 + }, + "3": { + "Dice": 0.16453953280767722, + "FN": 109205, + "FP": 310070, + "IoU": 0.08964482523525606, + "TN": 106186126, + "TP": 41287, + "n_pred": 351357, + "n_ref": 150492 + }, + "4": { + "Dice": 0.7663913983262207, + "FN": 3169, + "FP": 1046, + "IoU": 0.6212597717674544, + "TN": 106635559, + "TP": 6914, + "n_pred": 7960, + "n_ref": 10083 + }, + "5": { + "Dice": 0.0, + "FN": 4442, + "FP": 0, + "IoU": 0.0, + "TN": 106642246, + "TP": 0, + "n_pred": 0, + "n_ref": 4442 + }, + "6": { + "Dice": 0.6871340759070277, + "FN": 517428, + "FP": 170261, + "IoU": 0.5233848051786036, + "TN": 105203828, + "TP": 755171, + "n_pred": 925432, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.1027447025397445, + "FN": 317892, + "FP": 13066, + "IoU": 0.05415438959494952, + "TN": 106296781, + "TP": 18949, + "n_pred": 32015, + "n_ref": 336841 + }, + "8": { + "Dice": 0.4945129427533528, + "FN": 38564, + "FP": 27811, + "IoU": 0.3284737257441169, + "TN": 106547846, + "TP": 32467, + "n_pred": 60278, + "n_ref": 71031 + }, + "9": { + "Dice": 0.485279498355892, + "FN": 43835, + "FP": 43668, + "IoU": 0.32037560581583197, + "TN": 106517936, + "TP": 41249, + "n_pred": 84917, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.39093081950224806, + "FN": 107966, + "FP": 37794, + "IoU": 0.24295463752609875, + "TN": 107934390, + "TP": 46778, + "n_pred": 84572, + "n_ref": 154744 + }, + "10": { + "Dice": 0.14011479591836734, + "FN": 70156, + "FP": 64674, + "IoU": 0.07533518499468504, + "TN": 107981113, + "TP": 10985, + "n_pred": 75659, + "n_ref": 81141 + }, + "11": { + "Dice": 0.0, + "FN": 3037, + "FP": 0, + "IoU": 0.0, + "TN": 108123891, + "TP": 0, + "n_pred": 0, + "n_ref": 3037 + }, + "12": { + "Dice": 0.0, + "FN": 3974, + "FP": 0, + "IoU": 0.0, + "TN": 108122954, + "TP": 0, + "n_pred": 0, + "n_ref": 3974 + }, + "13": { + "Dice": 0.0, + "FN": 77422, + "FP": 8367, + "IoU": 0.0, + "TN": 108041139, + "TP": 0, + "n_pred": 8367, + "n_ref": 77422 + }, + "14": { + "Dice": 0.40528335742411403, + "FN": 19565, + "FP": 40094, + "IoU": 0.25414129796091867, + "TN": 108046941, + "TP": 20328, + "n_pred": 60422, + "n_ref": 39893 + }, + "15": { + "Dice": 0.4778762784270603, + "FN": 2677, + "FP": 50978, + "IoU": 0.31395363704944446, + "TN": 108048719, + "TP": 24554, + "n_pred": 75532, + "n_ref": 27231 + }, + "2": { + "Dice": 0.0, + "FN": 190398, + "FP": 3577, + "IoU": 0.0, + "TN": 107932953, + "TP": 0, + "n_pred": 3577, + "n_ref": 190398 + }, + "3": { + "Dice": 0.029660084544559616, + "FN": 195114, + "FP": 140022, + "IoU": 0.015053283096944084, + "TN": 107786670, + "TP": 5122, + "n_pred": 145144, + "n_ref": 200236 + }, + "4": { + "Dice": 0.3450702616245859, + "FN": 25758, + "FP": 2905, + "IoU": 0.20851052079306345, + "TN": 108090714, + "TP": 7551, + "n_pred": 10456, + "n_ref": 33309 + }, + "5": { + "Dice": 0.0, + "FN": 3877, + "FP": 0, + "IoU": 0.0, + "TN": 108123051, + "TP": 0, + "n_pred": 0, + "n_ref": 3877 + }, + "6": { + "Dice": 0.46325369867732324, + "FN": 909162, + "FP": 412214, + "IoU": 0.30145099310055345, + "TN": 106235327, + "TP": 570225, + "n_pred": 982439, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.10281562737806367, + "FN": 238482, + "FP": 73949, + "IoU": 0.05419379837921128, + "TN": 107796595, + "TP": 17902, + "n_pred": 91851, + "n_ref": 256384 + }, + "8": { + "Dice": 0.22988958284865513, + "FN": 36748, + "FP": 6285, + "IoU": 0.1298730184406341, + "TN": 108077472, + "TP": 6423, + "n_pred": 12708, + "n_ref": 43171 + }, + "9": { + "Dice": 0.19066341642420906, + "FN": 50827, + "FP": 41804, + "IoU": 0.10537752795966854, + "TN": 108023386, + "TP": 10911, + "n_pred": 52715, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.12378976190985518, + "FN": 110026, + "FP": 94775, + "IoU": 0.06597861977123885, + "TN": 62350892, + "TP": 14467, + "n_pred": 109242, + "n_ref": 124493 + }, + "10": { + "Dice": 0.0004308363970588235, + "FN": 59131, + "FP": 10471, + "IoU": 0.00021546461352830486, + "TN": 62500543, + "TP": 15, + "n_pred": 10486, + "n_ref": 59146 + }, + "11": { + "Dice": 0.0, + "FN": 2052, + "FP": 0, + "IoU": 0.0, + "TN": 62568108, + "TP": 0, + "n_pred": 0, + "n_ref": 2052 + }, + "12": { + "Dice": 0.0, + "FN": 4267, + "FP": 0, + "IoU": 0.0, + "TN": 62565893, + "TP": 0, + "n_pred": 0, + "n_ref": 4267 + }, + "13": { + "Dice": 0.0, + "FN": 41709, + "FP": 0, + "IoU": 0.0, + "TN": 62528451, + "TP": 0, + "n_pred": 0, + "n_ref": 41709 + }, + "14": { + "Dice": 0.6258663790897736, + "FN": 189324, + "FP": 8079, + "IoU": 0.4554625325848586, + "TN": 62207645, + "TP": 165112, + "n_pred": 173191, + "n_ref": 354436 + }, + "15": { + "Dice": 0.12613115475042708, + "FN": 83882, + "FP": 19446, + "IoU": 0.06731055648327842, + "TN": 62459375, + "TP": 7457, + "n_pred": 26903, + "n_ref": 91339 + }, + "2": { + "Dice": 0.0, + "FN": 167012, + "FP": 870, + "IoU": 0.0, + "TN": 62402278, + "TP": 0, + "n_pred": 870, + "n_ref": 167012 + }, + "3": { + "Dice": 0.07373638191424697, + "FN": 185975, + "FP": 170605, + "IoU": 0.03827948637036677, + "TN": 62199387, + "TP": 14193, + "n_pred": 184798, + "n_ref": 200168 + }, + "4": { + "Dice": 0.7539869147413617, + "FN": 8729, + "FP": 897, + "IoU": 0.605119579931903, + "TN": 62545783, + "TP": 14751, + "n_pred": 15648, + "n_ref": 23480 + }, + "5": { + "Dice": 0.0, + "FN": 8175, + "FP": 0, + "IoU": 0.0, + "TN": 62561985, + "TP": 0, + "n_pred": 0, + "n_ref": 8175 + }, + "6": { + "Dice": 0.609224817552944, + "FN": 662904, + "FP": 356512, + "IoU": 0.4380469433463851, + "TN": 60756101, + "TP": 794643, + "n_pred": 1151155, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.00803486791620064, + "FN": 186596, + "FP": 11183, + "IoU": 0.00403363883573371, + "TN": 62371580, + "TP": 801, + "n_pred": 11984, + "n_ref": 187397 + }, + "8": { + "Dice": 0.09972276692136046, + "FN": 66437, + "FP": 134, + "IoU": 0.052478009621680095, + "TN": 62499902, + "TP": 3687, + "n_pred": 3821, + "n_ref": 70124 + }, + "9": { + "Dice": 0.25514233191563424, + "FN": 37868, + "FP": 30609, + "IoU": 0.14622529767470857, + "TN": 62489955, + "TP": 11728, + "n_pred": 42337, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.28547419678904146, + "FN": 227711, + "FP": 37586, + "IoU": 0.1665032956951749, + "TN": 55062954, + "TP": 52997, + "n_pred": 90583, + "n_ref": 280708 + }, + "10": { + "Dice": 0.10730742196652175, + "FN": 70386, + "FP": 32487, + "IoU": 0.056695642605633804, + "TN": 55272192, + "TP": 6183, + "n_pred": 38670, + "n_ref": 76569 + }, + "11": { + "Dice": 0.0, + "FN": 4327, + "FP": 0, + "IoU": 0.0, + "TN": 55376921, + "TP": 0, + "n_pred": 0, + "n_ref": 4327 + }, + "12": { + "Dice": 0.0, + "FN": 4728, + "FP": 0, + "IoU": 0.0, + "TN": 55376520, + "TP": 0, + "n_pred": 0, + "n_ref": 4728 + }, + "13": { + "Dice": 0.017290197195369176, + "FN": 54355, + "FP": 4300, + "IoU": 0.008720488076929577, + "TN": 55322077, + "TP": 516, + "n_pred": 4816, + "n_ref": 54871 + }, + "14": { + "Dice": 0.5224323112355295, + "FN": 35187, + "FP": 74506, + "IoU": 0.3535758904367914, + "TN": 55211556, + "TP": 59999, + "n_pred": 134505, + "n_ref": 95186 + }, + "15": { + "Dice": 0.7034325864405488, + "FN": 23235, + "FP": 31256, + "IoU": 0.5425345254585905, + "TN": 55262133, + "TP": 64624, + "n_pred": 95880, + "n_ref": 87859 + }, + "2": { + "Dice": 0.0, + "FN": 195368, + "FP": 810, + "IoU": 0.0, + "TN": 55185070, + "TP": 0, + "n_pred": 810, + "n_ref": 195368 + }, + "3": { + "Dice": 0.11509726509628021, + "FN": 163438, + "FP": 151029, + "IoU": 0.0610627078867066, + "TN": 55046330, + "TP": 20451, + "n_pred": 171480, + "n_ref": 183889 + }, + "4": { + "Dice": 0.0, + "FN": 7409, + "FP": 655, + "IoU": 0.0, + "TN": 55373184, + "TP": 0, + "n_pred": 655, + "n_ref": 7409 + }, + "5": { + "Dice": 0.0, + "FN": 5640, + "FP": 0, + "IoU": 0.0, + "TN": 55375608, + "TP": 0, + "n_pred": 0, + "n_ref": 5640 + }, + "6": { + "Dice": 0.6786358955903163, + "FN": 595562, + "FP": 259889, + "IoU": 0.5135873551624103, + "TN": 53622554, + "TP": 903243, + "n_pred": 1163132, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.1553610396932244, + "FN": 159270, + "FP": 14517, + "IoU": 0.08422300679770248, + "TN": 55191478, + "TP": 15983, + "n_pred": 30500, + "n_ref": 175253 + }, + "8": { + "Dice": 0.2744409161543139, + "FN": 38928, + "FP": 4028, + "IoU": 0.15904463586530931, + "TN": 55330168, + "TP": 8124, + "n_pred": 12152, + "n_ref": 47052 + }, + "9": { + "Dice": 0.4894728603295112, + "FN": 25901, + "FP": 26281, + "IoU": 0.3240410896796508, + "TN": 55304051, + "TP": 25015, + "n_pred": 51296, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.48184525820791463, + "FN": 142571, + "FP": 171794, + "IoU": 0.3173887647573572, + "TN": 110686082, + "TP": 146168, + "n_pred": 317962, + "n_ref": 288739 + }, + "10": { + "Dice": 0.4400353522923053, + "FN": 42941, + "FP": 57165, + "IoU": 0.28208033620436174, + "TN": 111007176, + "TP": 39333, + "n_pred": 96498, + "n_ref": 82274 + }, + "11": { + "Dice": 0.0, + "FN": 3634, + "FP": 0, + "IoU": 0.0, + "TN": 111142981, + "TP": 0, + "n_pred": 0, + "n_ref": 3634 + }, + "12": { + "Dice": 0.0, + "FN": 3104, + "FP": 0, + "IoU": 0.0, + "TN": 111143511, + "TP": 0, + "n_pred": 0, + "n_ref": 3104 + }, + "13": { + "Dice": 0.0003812307399053277, + "FN": 62582, + "FP": 348, + "IoU": 0.0001906517110991071, + "TN": 111083673, + "TP": 12, + "n_pred": 360, + "n_ref": 62594 + }, + "14": { + "Dice": 0.22019134656575753, + "FN": 34177, + "FP": 14972, + "IoU": 0.12371630295250322, + "TN": 111090527, + "TP": 6939, + "n_pred": 21911, + "n_ref": 41116 + }, + "15": { + "Dice": 0.46268560110810497, + "FN": 7493, + "FP": 34014, + "IoU": 0.3009700562497895, + "TN": 111087237, + "TP": 17871, + "n_pred": 51885, + "n_ref": 25364 + }, + "2": { + "Dice": 0.00025632974258085604, + "FN": 155867, + "FP": 142, + "IoU": 0.00012818129963019695, + "TN": 110990586, + "TP": 20, + "n_pred": 162, + "n_ref": 155887 + }, + "3": { + "Dice": 0.024181570192771912, + "FN": 239978, + "FP": 129905, + "IoU": 0.012238761329466493, + "TN": 110772149, + "TP": 4583, + "n_pred": 134488, + "n_ref": 244561 + }, + "4": { + "Dice": 0.27390736615715494, + "FN": 15272, + "FP": 3634, + "IoU": 0.15868636525453897, + "TN": 111124143, + "TP": 3566, + "n_pred": 7200, + "n_ref": 18838 + }, + "5": { + "Dice": 0.0, + "FN": 4767, + "FP": 0, + "IoU": 0.0, + "TN": 111141848, + "TP": 0, + "n_pred": 0, + "n_ref": 4767 + }, + "6": { + "Dice": 0.5580936077989486, + "FN": 751323, + "FP": 599325, + "IoU": 0.3870525928850526, + "TN": 108943085, + "TP": 852882, + "n_pred": 1452207, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.05352679526695106, + "FN": 366943, + "FP": 48837, + "IoU": 0.027499374323157997, + "TN": 110719078, + "TP": 11757, + "n_pred": 60594, + "n_ref": 378700 + }, + "8": { + "Dice": 0.42305564162719667, + "FN": 42320, + "FP": 61950, + "IoU": 0.2682755668460831, + "TN": 111004116, + "TP": 38229, + "n_pred": 100179, + "n_ref": 80549 + }, + "9": { + "Dice": 0.13724653148345783, + "FN": 47495, + "FP": 57597, + "IoU": 0.07367938581414002, + "TN": 111033164, + "TP": 8359, + "n_pred": 65956, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6471053255028117, + "FN": 72448, + "FP": 69061, + "IoU": 0.47831168065120255, + "TN": 96849773, + "TP": 129743, + "n_pred": 198804, + "n_ref": 202191 + }, + "10": { + "Dice": 0.184151178898497, + "FN": 54926, + "FP": 117635, + "IoU": 0.10141327667728968, + "TN": 96928989, + "TP": 19475, + "n_pred": 137110, + "n_ref": 74401 + }, + "11": { + "Dice": 0.0, + "FN": 3912, + "FP": 0, + "IoU": 0.0, + "TN": 97117113, + "TP": 0, + "n_pred": 0, + "n_ref": 3912 + }, + "12": { + "Dice": 0.0, + "FN": 5283, + "FP": 0, + "IoU": 0.0, + "TN": 97115742, + "TP": 0, + "n_pred": 0, + "n_ref": 5283 + }, + "13": { + "Dice": 0.0009290981940653852, + "FN": 51347, + "FP": 268, + "IoU": 0.0004647650031952594, + "TN": 97069386, + "TP": 24, + "n_pred": 292, + "n_ref": 51371 + }, + "14": { + "Dice": 0.6448110299475032, + "FN": 47020, + "FP": 48041, + "IoU": 0.475808941923815, + "TN": 96939677, + "TP": 86287, + "n_pred": 134328, + "n_ref": 133307 + }, + "15": { + "Dice": 0.2975477670569391, + "FN": 52895, + "FP": 20781, + "IoU": 0.17477598566308244, + "TN": 97031745, + "TP": 15604, + "n_pred": 36385, + "n_ref": 68499 + }, + "2": { + "Dice": 0.013700273662680751, + "FN": 166195, + "FP": 6440, + "IoU": 0.006897384861419515, + "TN": 96947191, + "TP": 1199, + "n_pred": 7639, + "n_ref": 167394 + }, + "3": { + "Dice": 0.15578909298747262, + "FN": 171599, + "FP": 351274, + "IoU": 0.08447466197878548, + "TN": 96549907, + "TP": 48245, + "n_pred": 399519, + "n_ref": 219844 + }, + "4": { + "Dice": 0.47198986058301645, + "FN": 11647, + "FP": 851, + "IoU": 0.3088918380889184, + "TN": 97102941, + "TP": 5586, + "n_pred": 6437, + "n_ref": 17233 + }, + "5": { + "Dice": 0.0, + "FN": 12458, + "FP": 0, + "IoU": 0.0, + "TN": 97108567, + "TP": 0, + "n_pred": 0, + "n_ref": 12458 + }, + "6": { + "Dice": 0.7348956397412676, + "FN": 466635, + "FP": 342165, + "IoU": 0.5808972467622914, + "TN": 95191188, + "TP": 1121037, + "n_pred": 1463202, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.006291349529636421, + "FN": 325602, + "FP": 41786, + "IoU": 0.003155601260069841, + "TN": 96752474, + "TP": 1163, + "n_pred": 42949, + "n_ref": 326765 + }, + "8": { + "Dice": 0.43883945177258293, + "FN": 69434, + "FP": 9014, + "IoU": 0.2810982203405363, + "TN": 97011903, + "TP": 30674, + "n_pred": 39688, + "n_ref": 100108 + }, + "9": { + "Dice": 0.33853884116441857, + "FN": 63307, + "FP": 62280, + "IoU": 0.2037597083531463, + "TN": 96963300, + "TP": 32138, + "n_pred": 94418, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.37333231655005433, + "FN": 148180, + "FP": 16173, + "IoU": 0.22950742819102804, + "TN": 78843096, + "TP": 48956, + "n_pred": 65129, + "n_ref": 197136 + }, + "10": { + "Dice": 0.0, + "FN": 93012, + "FP": 2341, + "IoU": 0.0, + "TN": 78961052, + "TP": 0, + "n_pred": 2341, + "n_ref": 93012 + }, + "11": { + "Dice": 0.0, + "FN": 3009, + "FP": 0, + "IoU": 0.0, + "TN": 79053396, + "TP": 0, + "n_pred": 0, + "n_ref": 3009 + }, + "12": { + "Dice": 0.0, + "FN": 3004, + "FP": 0, + "IoU": 0.0, + "TN": 79053401, + "TP": 0, + "n_pred": 0, + "n_ref": 3004 + }, + "13": { + "Dice": 0.0, + "FN": 65475, + "FP": 0, + "IoU": 0.0, + "TN": 78990930, + "TP": 0, + "n_pred": 0, + "n_ref": 65475 + }, + "14": { + "Dice": 0.20898516731942263, + "FN": 23711, + "FP": 83534, + "IoU": 0.11668533588113202, + "TN": 78934993, + "TP": 14167, + "n_pred": 97701, + "n_ref": 37878 + }, + "15": { + "Dice": 0.47011222630124083, + "FN": 11576, + "FP": 49191, + "IoU": 0.30728543255474616, + "TN": 78968682, + "TP": 26956, + "n_pred": 76147, + "n_ref": 38532 + }, + "2": { + "Dice": 0.03807504233197766, + "FN": 110341, + "FP": 11229, + "IoU": 0.019406981996515454, + "TN": 78932429, + "TP": 2406, + "n_pred": 13635, + "n_ref": 112747 + }, + "3": { + "Dice": 0.19446398699248002, + "FN": 96503, + "FP": 109595, + "IoU": 0.10770429700184003, + "TN": 78825430, + "TP": 24877, + "n_pred": 134472, + "n_ref": 121380 + }, + "4": { + "Dice": 0.009450519778587822, + "FN": 8412, + "FP": 6262, + "IoU": 0.004747693977211069, + "TN": 79041661, + "TP": 70, + "n_pred": 6332, + "n_ref": 8482 + }, + "5": { + "Dice": 0.0, + "FN": 4958, + "FP": 0, + "IoU": 0.0, + "TN": 79051447, + "TP": 0, + "n_pred": 0, + "n_ref": 4958 + }, + "6": { + "Dice": 0.5587230860683731, + "FN": 662598, + "FP": 373702, + "IoU": 0.38765838866054186, + "TN": 77364049, + "TP": 656056, + "n_pred": 1029758, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.10267038818615516, + "FN": 448033, + "FP": 5271, + "IoU": 0.05411310061618781, + "TN": 78577168, + "TP": 25933, + "n_pred": 31204, + "n_ref": 473966 + }, + "8": { + "Dice": 0.07968190352967165, + "FN": 29002, + "FP": 29325, + "IoU": 0.041494116873726415, + "TN": 78995553, + "TP": 2525, + "n_pred": 31850, + "n_ref": 31527 + }, + "9": { + "Dice": 0.07402137039907505, + "FN": 68378, + "FP": 4503, + "IoU": 0.0384331213552524, + "TN": 78980611, + "TP": 2913, + "n_pred": 7416, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3983184127752238, + "FN": 147816, + "FP": 110806, + "IoU": 0.2486876392613014, + "TN": 122367713, + "TP": 85605, + "n_pred": 196411, + "n_ref": 233421 + }, + "10": { + "Dice": 0.29114865663898437, + "FN": 72235, + "FP": 113584, + "IoU": 0.17037681935887133, + "TN": 122487960, + "TP": 38161, + "n_pred": 151745, + "n_ref": 110396 + }, + "11": { + "Dice": 0.0, + "FN": 4182, + "FP": 0, + "IoU": 0.0, + "TN": 122707758, + "TP": 0, + "n_pred": 0, + "n_ref": 4182 + }, + "12": { + "Dice": 0.0, + "FN": 6290, + "FP": 0, + "IoU": 0.0, + "TN": 122705650, + "TP": 0, + "n_pred": 0, + "n_ref": 6290 + }, + "13": { + "Dice": 0.0008488363867864469, + "FN": 53776, + "FP": 2724, + "IoU": 0.00042459840067935747, + "TN": 122655416, + "TP": 24, + "n_pred": 2748, + "n_ref": 53800 + }, + "14": { + "Dice": 0.2656102368813579, + "FN": 80005, + "FP": 73116, + "IoU": 0.15314333751818196, + "TN": 122531129, + "TP": 27690, + "n_pred": 100806, + "n_ref": 107695 + }, + "15": { + "Dice": 0.6646326689937992, + "FN": 14056, + "FP": 23317, + "IoU": 0.49771523801843937, + "TN": 122637534, + "TP": 37033, + "n_pred": 60350, + "n_ref": 51089 + }, + "2": { + "Dice": 0.032500468356450485, + "FN": 134599, + "FP": 4838, + "IoU": 0.01651866637513313, + "TN": 122570161, + "TP": 2342, + "n_pred": 7180, + "n_ref": 136941 + }, + "3": { + "Dice": 0.07010931338253801, + "FN": 129195, + "FP": 313406, + "IoU": 0.03632812670100983, + "TN": 122252654, + "TP": 16685, + "n_pred": 330091, + "n_ref": 145880 + }, + "4": { + "Dice": 0.3169709782817605, + "FN": 53106, + "FP": 201, + "IoU": 0.18833363785857848, + "TN": 122646264, + "TP": 12369, + "n_pred": 12570, + "n_ref": 65475 + }, + "5": { + "Dice": 0.0, + "FN": 17209, + "FP": 0, + "IoU": 0.0, + "TN": 122694731, + "TP": 0, + "n_pred": 0, + "n_ref": 17209 + }, + "6": { + "Dice": 0.5735492573359567, + "FN": 797684, + "FP": 560197, + "IoU": 0.4020813619296763, + "TN": 120440927, + "TP": 913132, + "n_pred": 1473329, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.09063699132064154, + "FN": 536911, + "FP": 51285, + "IoU": 0.047469753477277256, + "TN": 122094431, + "TP": 29313, + "n_pred": 80598, + "n_ref": 566224 + }, + "8": { + "Dice": 0.42077945637604186, + "FN": 94699, + "FP": 20245, + "IoU": 0.26644755735664827, + "TN": 122555245, + "TP": 41751, + "n_pred": 61996, + "n_ref": 136450 + }, + "9": { + "Dice": 0.2796756672354758, + "FN": 49670, + "FP": 79500, + "IoU": 0.1625714767319736, + "TN": 122557694, + "TP": 25076, + "n_pred": 104576, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/loop_000/summary_cross_val.json b/nnActive_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/loop_000/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..25d52f52970d5ddb05eceee078e3a9fb2ca85074 --- /dev/null +++ b/nnActive_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/loop_000/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.08387254283852126, + "FN": 281.7, + "FP": 153.36666666666667, + "IoU": 0.06284820505178162, + "TN": 20735.708888888887, + "TP": 128.42444444444445, + "n_pred": 281.7911111111111, + "n_ref": 410.1244444444444 + }, + "mean": { + "1": { + "Dice": 0.08710815361180149, + "FN": 252.0, + "FP": 67.86666666666666, + "IoU": 0.06684508428694476, + "TN": 20689.6, + "TP": 289.73333333333335, + "n_pred": 357.6, + "n_ref": 541.7333333333333 + }, + "10": { + "Dice": 0.15082749995009948, + "FN": 279.93333333333334, + "FP": 124.6, + "IoU": 0.1255263182900054, + "TN": 20785.633333333335, + "TP": 109.03333333333333, + "n_pred": 233.63333333333333, + "n_ref": 388.96666666666664 + }, + "11": { + "Dice": 0.0, + "FN": 50.733333333333334, + "FP": 0.0, + "IoU": 0.0, + "TN": 21248.466666666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 50.733333333333334 + }, + "12": { + "Dice": 0.0, + "FN": 94.06666666666666, + "FP": 0.0, + "IoU": 0.0, + "TN": 21205.133333333335, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 94.06666666666666 + }, + "13": { + "Dice": 0.0, + "FN": 13.3, + "FP": 66.76666666666667, + "IoU": 0.0, + "TN": 21219.133333333335, + "TP": 0.0, + "n_pred": 66.76666666666667, + "n_ref": 13.3 + }, + "14": { + "Dice": 0.06414457352795154, + "FN": 157.4, + "FP": 375.9, + "IoU": 0.04508654383026242, + "TN": 20733.6, + "TP": 32.3, + "n_pred": 408.2, + "n_ref": 189.7 + }, + "15": { + "Dice": 0.28288162846438264, + "FN": 626.5, + "FP": 5.5, + "IoU": 0.19701913608520077, + "TN": 20587.266666666666, + "TP": 79.93333333333334, + "n_pred": 85.43333333333334, + "n_ref": 706.4333333333333 + }, + "2": { + "Dice": 0.0003734129947722181, + "FN": 354.0, + "FP": 76.7, + "IoU": 0.00018698578908002991, + "TN": 20868.366666666665, + "TP": 0.13333333333333333, + "n_pred": 76.83333333333333, + "n_ref": 354.1333333333333 + }, + "3": { + "Dice": 0.20657384993809702, + "FN": 966.8666666666667, + "FP": 428.6, + "IoU": 0.16836895348387546, + "TN": 19192.166666666668, + "TP": 711.5666666666667, + "n_pred": 1140.1666666666667, + "n_ref": 1678.4333333333334 + }, + "4": { + "Dice": 0.0, + "FN": 213.66666666666666, + "FP": 0.2, + "IoU": 0.0, + "TN": 21085.333333333332, + "TP": 0.0, + "n_pred": 0.2, + "n_ref": 213.66666666666666 + }, + "5": { + "Dice": 0.0, + "FN": 306.6666666666667, + "FP": 0.0, + "IoU": 0.0, + "TN": 20992.533333333333, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 306.6666666666667 + }, + "6": { + "Dice": 0.11403380491598071, + "FN": 213.66666666666666, + "FP": 672.1666666666666, + "IoU": 0.09506806997554508, + "TN": 20027.866666666665, + "TP": 385.5, + "n_pred": 1057.6666666666667, + "n_ref": 599.1666666666666 + }, + "7": { + "Dice": 0.09018786494034019, + "FN": 242.86666666666667, + "FP": 68.06666666666666, + "IoU": 0.06182023840598625, + "TN": 20846.166666666668, + "TP": 142.1, + "n_pred": 210.16666666666666, + "n_ref": 384.96666666666664 + }, + "8": { + "Dice": 0.1322022961987283, + "FN": 239.13333333333333, + "FP": 84.43333333333334, + "IoU": 0.07948050628679004, + "TN": 20936.0, + "TP": 39.63333333333333, + "n_pred": 124.06666666666666, + "n_ref": 278.76666666666665 + }, + "9": { + "Dice": 0.1297550580356653, + "FN": 214.7, + "FP": 329.7, + "IoU": 0.10332123934303433, + "TN": 20618.366666666665, + "TP": 136.43333333333334, + "n_pred": 466.1333333333333, + "n_ref": 351.1333333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 189, + "IoU": 0.0, + "TN": 16195, + "TP": 0, + "n_pred": 189, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 177, + "IoU": 0.0, + "TN": 16207, + "TP": 0, + "n_pred": 177, + "n_ref": 0 + }, + "3": { + "Dice": 0.951056514853015, + "FN": 491, + "FP": 776, + "IoU": 0.9066804154084113, + "TN": 2807, + "TP": 12310, + "n_pred": 13086, + "n_ref": 12801 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 16374, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 821, + "IoU": 0.0, + "TN": 31947, + "TP": 0, + "n_pred": 821, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.5773011617515639, + "FN": 681, + "FP": 738, + "IoU": 0.4057788944723618, + "TN": 30380, + "TP": 969, + "n_pred": 1707, + "n_ref": 1650 + }, + "15": { + "Dice": 0.5648476257973069, + "FN": 3519, + "FP": 165, + "IoU": 0.39358024691358023, + "TN": 26693, + "TP": 2391, + "n_pred": 2556, + "n_ref": 5910 + }, + "2": { + "Dice": 0.0, + "FN": 8022, + "FP": 0, + "IoU": 0.0, + "TN": 24746, + "TP": 0, + "n_pred": 0, + "n_ref": 8022 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1147, + "IoU": 0.0, + "TN": 31621, + "TP": 0, + "n_pred": 1147, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2712, + "IoU": 0.0, + "TN": 30056, + "TP": 0, + "n_pred": 2712, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 743, + "FP": 0, + "IoU": 0.0, + "TN": 48409, + "TP": 0, + "n_pred": 0, + "n_ref": 743 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 281, + "IoU": 0.0, + "TN": 48871, + "TP": 0, + "n_pred": 281, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 2819, + "FP": 0, + "IoU": 0.0, + "TN": 46333, + "TP": 0, + "n_pred": 0, + "n_ref": 2819 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 49148, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 7533, + "FP": 0, + "IoU": 0.0, + "TN": 41619, + "TP": 0, + "n_pred": 0, + "n_ref": 7533 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 8969, + "IoU": 0.0, + "TN": 40183, + "TP": 0, + "n_pred": 8969, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 1851, + "FP": 54, + "IoU": 0.0, + "TN": 47247, + "TP": 0, + "n_pred": 54, + "n_ref": 1851 + }, + "8": { + "Dice": 0.43361244019138756, + "FN": 0, + "FP": 1894, + "IoU": 0.27682321496754486, + "TN": 46533, + "TP": 725, + "n_pred": 2619, + "n_ref": 725 + }, + "9": { + "Dice": 0.021486123545210387, + "FN": 209, + "FP": 3070, + "IoU": 0.01085972850678733, + "TN": 45837, + "TP": 36, + "n_pred": 3106, + "n_ref": 245 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1135, + "IoU": 0.0, + "TN": 15249, + "TP": 0, + "n_pred": 1135, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.03567447045707915, + "FN": 89, + "FP": 776, + "IoU": 0.018161180476730987, + "TN": 15503, + "TP": 16, + "n_pred": 792, + "n_ref": 105 + }, + "7": { + "Dice": 0.5411271896420411, + "FN": 5402, + "FP": 1828, + "IoU": 0.3709214304359175, + "TN": 4891, + "TP": 4263, + "n_pred": 6091, + "n_ref": 9665 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 135, + "IoU": 0.0, + "TN": 16249, + "TP": 0, + "n_pred": 135, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1137, + "IoU": 0.0, + "TN": 15247, + "TP": 0, + "n_pred": 1137, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7230526187872159, + "FN": 2278, + "FP": 1, + "IoU": 0.5662352493338408, + "TN": 11130, + "TP": 2975, + "n_pred": 2976, + "n_ref": 5253 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 16359, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 269, + "IoU": 0.0, + "TN": 32499, + "TP": 0, + "n_pred": 269, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 406, + "IoU": 0.0, + "TN": 32362, + "TP": 0, + "n_pred": 406, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1442, + "IoU": 0.0, + "TN": 31326, + "TP": 0, + "n_pred": 1442, + "n_ref": 0 + }, + "3": { + "Dice": 0.3422835954481524, + "FN": 10285, + "FP": 3, + "IoU": 0.2064789818742769, + "TN": 19803, + "TP": 2677, + "n_pred": 2680, + "n_ref": 12962 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 1667, + "FP": 0, + "IoU": 0.0, + "TN": 31101, + "TP": 0, + "n_pred": 0, + "n_ref": 1667 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 609, + "IoU": 0.0, + "TN": 32159, + "TP": 0, + "n_pred": 609, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.10704505850136918, + "FN": 7174, + "FP": 0, + "IoU": 0.05654918463966334, + "TN": 25164, + "TP": 430, + "n_pred": 430, + "n_ref": 7604 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 4921, + "IoU": 0.0, + "TN": 27847, + "TP": 0, + "n_pred": 4921, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 520, + "IoU": 0.0, + "TN": 15864, + "TP": 0, + "n_pred": 520, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 4041, + "FP": 0, + "IoU": 0.0, + "TN": 12343, + "TP": 0, + "n_pred": 0, + "n_ref": 4041 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1052, + "IoU": 0.0, + "TN": 15332, + "TP": 0, + "n_pred": 1052, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 878, + "IoU": 0.0, + "TN": 15506, + "TP": 0, + "n_pred": 878, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 16382, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 6410, + "FP": 0, + "IoU": 0.0, + "TN": 9974, + "TP": 0, + "n_pred": 0, + "n_ref": 6410 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.024035206499661475, + "FN": 62, + "FP": 5704, + "IoU": 0.012163782765119069, + "TN": 10547, + "TP": 71, + "n_pred": 5775, + "n_ref": 133 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1557, + "IoU": 0.0, + "TN": 31211, + "TP": 0, + "n_pred": 1557, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 1522, + "FP": 0, + "IoU": 0.0, + "TN": 31246, + "TP": 0, + "n_pred": 0, + "n_ref": 1522 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 207, + "IoU": 0.0, + "TN": 32561, + "TP": 0, + "n_pred": 207, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.030202925908447382, + "FN": 2054, + "FP": 1, + "IoU": 0.015333013895543843, + "TN": 30681, + "TP": 32, + "n_pred": 33, + "n_ref": 2086 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 32761, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "9": { + "Dice": 0.7570442246687815, + "FN": 2032, + "FP": 572, + "IoU": 0.6090677075514187, + "TN": 26107, + "TP": 4057, + "n_pred": 4629, + "n_ref": 6089 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 18, + "FP": 0, + "IoU": 0.0, + "TN": 16366, + "TP": 0, + "n_pred": 0, + "n_ref": 18 + }, + "10": { + "Dice": 0.0, + "FN": 288, + "FP": 0, + "IoU": 0.0, + "TN": 16096, + "TP": 0, + "n_pred": 0, + "n_ref": 288 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 68, + "IoU": 0.0, + "TN": 16316, + "TP": 0, + "n_pred": 68, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 205, + "IoU": 0.0, + "TN": 16179, + "TP": 0, + "n_pred": 205, + "n_ref": 0 + }, + "3": { + "Dice": 0.21446598953524162, + "FN": 12644, + "FP": 117, + "IoU": 0.12011308005240295, + "TN": 1881, + "TP": 1742, + "n_pred": 1859, + "n_ref": 14386 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0697845507094062, + "FN": 7239, + "FP": 1612, + "IoU": 0.03615376238701949, + "TN": 7201, + "TP": 332, + "n_pred": 1944, + "n_ref": 7571 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 399, + "FP": 0, + "IoU": 0.0, + "TN": 15985, + "TP": 0, + "n_pred": 0, + "n_ref": 399 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 436, + "IoU": 0.0, + "TN": 15948, + "TP": 0, + "n_pred": 436, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 132, + "IoU": 0.0, + "TN": 16252, + "TP": 0, + "n_pred": 132, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3303, + "IoU": 0.0, + "TN": 13081, + "TP": 0, + "n_pred": 3303, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 4200, + "FP": 0, + "IoU": 0.0, + "TN": 12184, + "TP": 0, + "n_pred": 0, + "n_ref": 4200 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 48, + "IoU": 0.0, + "TN": 16336, + "TP": 0, + "n_pred": 48, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 16373, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 16383, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 16368, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "3": { + "Dice": 0.7645062494826588, + "FN": 2767, + "FP": 78, + "IoU": 0.6187860109875385, + "TN": 8921, + "TP": 4618, + "n_pred": 4696, + "n_ref": 7385 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 16382, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 16377, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.002987303958177745, + "FN": 2598, + "FP": 72, + "IoU": 0.0014958863126402393, + "TN": 13710, + "TP": 4, + "n_pred": 76, + "n_ref": 2602 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2644, + "IoU": 0.0, + "TN": 13740, + "TP": 0, + "n_pred": 2644, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 16368, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 126, + "IoU": 0.0, + "TN": 16258, + "TP": 0, + "n_pred": 126, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 7974, + "IoU": 0.0, + "TN": 8410, + "TP": 0, + "n_pred": 7974, + "n_ref": 0 + }, + "15": { + "Dice": 0.0009156311314584696, + "FN": 15276, + "FP": 0, + "IoU": 0.0004580252568213047, + "TN": 1101, + "TP": 7, + "n_pred": 7, + "n_ref": 15283 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8975418520873066, + "FN": 1927, + "FP": 7, + "IoU": 0.8141278231619413, + "TN": 5979, + "TP": 8471, + "n_pred": 8478, + "n_ref": 10398 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6968652288944119, + "FN": 7542, + "FP": 20, + "IoU": 0.5347606742955581, + "TN": 16514, + "TP": 8692, + "n_pred": 8712, + "n_ref": 16234 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1647, + "IoU": 0.0, + "TN": 31121, + "TP": 0, + "n_pred": 1647, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3481, + "IoU": 0.0, + "TN": 29287, + "TP": 0, + "n_pred": 3481, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 32731, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 436, + "IoU": 0.0, + "TN": 15948, + "TP": 0, + "n_pred": 436, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 16382, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 436, + "IoU": 0.0, + "TN": 15948, + "TP": 0, + "n_pred": 436, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 16375, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8351804489911907, + "FN": 871, + "FP": 289, + "IoU": 0.7170041473530129, + "TN": 12285, + "TP": 2939, + "n_pred": 3228, + "n_ref": 3810 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2079, + "FP": 0, + "IoU": 0.0, + "TN": 14305, + "TP": 0, + "n_pred": 0, + "n_ref": 2079 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 380, + "IoU": 0.0, + "TN": 16004, + "TP": 0, + "n_pred": 380, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 257, + "IoU": 0.0, + "TN": 16127, + "TP": 0, + "n_pred": 257, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 257, + "IoU": 0.0, + "TN": 16127, + "TP": 0, + "n_pred": 257, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 16377, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 33, + "FP": 0, + "IoU": 0.0, + "TN": 16351, + "TP": 0, + "n_pred": 0, + "n_ref": 33 + }, + "8": { + "Dice": 0.12035398230088495, + "FN": 0, + "FP": 497, + "IoU": 0.064030131826742, + "TN": 15853, + "TP": 34, + "n_pred": 531, + "n_ref": 34 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 191, + "IoU": 0.0, + "TN": 16193, + "TP": 0, + "n_pred": 191, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0401.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.0860270007127939, + "FN": 284.9222222222222, + "FP": 116.41333333333333, + "IoU": 0.06140654325250618, + "TN": 21867.93555555556, + "TP": 122.19555555555554, + "n_pred": 238.60888888888888, + "n_ref": 407.11777777777775 + }, + "mean": { + "1": { + "Dice": 0.07981865778678247, + "FN": 198.7, + "FP": 36.0, + "IoU": 0.05538080391938537, + "TN": 22024.133333333335, + "TP": 132.63333333333333, + "n_pred": 168.63333333333333, + "n_ref": 331.3333333333333 + }, + "10": { + "Dice": 0.07654907225959948, + "FN": 276.1, + "FP": 2.7666666666666666, + "IoU": 0.04291526643566483, + "TN": 22110.066666666666, + "TP": 2.533333333333333, + "n_pred": 5.3, + "n_ref": 278.6333333333333 + }, + "11": { + "Dice": 0.0, + "FN": 36.53333333333333, + "FP": 0.0, + "IoU": 0.0, + "TN": 22354.933333333334, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 36.53333333333333 + }, + "12": { + "Dice": 0.0, + "FN": 220.76666666666668, + "FP": 0.0, + "IoU": 0.0, + "TN": 22170.7, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 220.76666666666668 + }, + "13": { + "Dice": 0.0, + "FN": 189.03333333333333, + "FP": 0.0, + "IoU": 0.0, + "TN": 22202.433333333334, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 189.03333333333333 + }, + "14": { + "Dice": 0.10999227310641764, + "FN": 1075.1, + "FP": 178.7, + "IoU": 0.07183928902075998, + "TN": 21013.866666666665, + "TP": 123.8, + "n_pred": 302.5, + "n_ref": 1198.9 + }, + "15": { + "Dice": 0.20507589106309312, + "FN": 334.06666666666666, + "FP": 31.566666666666666, + "IoU": 0.14809357978390927, + "TN": 21915.266666666666, + "TP": 110.56666666666666, + "n_pred": 142.13333333333333, + "n_ref": 444.6333333333333 + }, + "2": { + "Dice": 0.03173306889109258, + "FN": 342.76666666666665, + "FP": 64.13333333333334, + "IoU": 0.017848940219174485, + "TN": 21957.366666666665, + "TP": 27.2, + "n_pred": 91.33333333333333, + "n_ref": 369.96666666666664 + }, + "3": { + "Dice": 0.11882643681186274, + "FN": 327.3666666666667, + "FP": 660.4, + "IoU": 0.10287226390643119, + "TN": 21114.866666666665, + "TP": 288.8333333333333, + "n_pred": 949.2333333333333, + "n_ref": 616.2 + }, + "4": { + "Dice": 0.0, + "FN": 36.266666666666666, + "FP": 0.0, + "IoU": 0.0, + "TN": 22355.2, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 36.266666666666666 + }, + "5": { + "Dice": 0.0, + "FN": 106.36666666666666, + "FP": 0.0, + "IoU": 0.0, + "TN": 22285.1, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 106.36666666666666 + }, + "6": { + "Dice": 0.20447810548814213, + "FN": 583.6666666666666, + "FP": 330.53333333333336, + "IoU": 0.1669751650874306, + "TN": 20534.266666666666, + "TP": 943.0, + "n_pred": 1273.5333333333333, + "n_ref": 1526.6666666666667 + }, + "7": { + "Dice": 0.1483790033310747, + "FN": 140.9, + "FP": 58.2, + "IoU": 0.09816117224894715, + "TN": 22116.266666666666, + "TP": 76.1, + "n_pred": 134.3, + "n_ref": 217.0 + }, + "8": { + "Dice": 0.22797800430585974, + "FN": 360.7, + "FP": 104.56666666666666, + "IoU": 0.16781640317408122, + "TN": 21824.466666666667, + "TP": 101.73333333333333, + "n_pred": 206.3, + "n_ref": 462.43333333333334 + }, + "9": { + "Dice": 0.08757449764798389, + "FN": 45.5, + "FP": 279.3333333333333, + "IoU": 0.049195264991808596, + "TN": 22040.1, + "TP": 26.533333333333335, + "n_pred": 305.8666666666667, + "n_ref": 72.03333333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.21993555763434156, + "FN": 2723, + "FP": 4782, + "IoU": 0.12355482891509985, + "TN": 7821, + "TP": 1058, + "n_pred": 5840, + "n_ref": 3781 + }, + "15": { + "Dice": 0.6152276731892794, + "FN": 3561, + "FP": 588, + "IoU": 0.44428073935172785, + "TN": 8918, + "TP": 3317, + "n_pred": 3905, + "n_ref": 6878 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1675, + "IoU": 0.0, + "TN": 14709, + "TP": 0, + "n_pred": 1675, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.2491349480968858, + "FN": 157, + "FP": 60, + "IoU": 0.1422924901185771, + "TN": 16131, + "TP": 36, + "n_pred": 96, + "n_ref": 193 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 4502, + "FP": 0, + "IoU": 0.0, + "TN": 11882, + "TP": 0, + "n_pred": 0, + "n_ref": 4502 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 16381, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "3": { + "Dice": 0.7085158150851582, + "FN": 108, + "FP": 491, + "IoU": 0.5486058779201206, + "TN": 15057, + "TP": 728, + "n_pred": 1219, + "n_ref": 836 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1514, + "IoU": 0.0, + "TN": 14870, + "TP": 0, + "n_pred": 1514, + "n_ref": 0 + }, + "7": { + "Dice": 0.0653061224489796, + "FN": 229, + "FP": 0, + "IoU": 0.03375527426160337, + "TN": 16147, + "TP": 8, + "n_pred": 8, + "n_ref": 237 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 16361, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 75, + "FP": 0, + "IoU": 0.0, + "TN": 16309, + "TP": 0, + "n_pred": 0, + "n_ref": 75 + }, + "6": { + "Dice": 0.0, + "FN": 13, + "FP": 0, + "IoU": 0.0, + "TN": 16371, + "TP": 0, + "n_pred": 0, + "n_ref": 13 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.28301087417031495, + "FN": 5077, + "FP": 0, + "IoU": 0.1648297417338378, + "TN": 10305, + "TP": 1002, + "n_pred": 1002, + "n_ref": 6079 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 3012, + "IoU": 0.0, + "TN": 13372, + "TP": 0, + "n_pred": 3012, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 32766, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 340, + "IoU": 0.0, + "TN": 32428, + "TP": 0, + "n_pred": 340, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 210, + "IoU": 0.0, + "TN": 32558, + "TP": 0, + "n_pred": 210, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 94, + "IoU": 0.0, + "TN": 32674, + "TP": 0, + "n_pred": 94, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1512, + "IoU": 0.0, + "TN": 14872, + "TP": 0, + "n_pred": 1512, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2121, + "FP": 0, + "IoU": 0.0, + "TN": 14263, + "TP": 0, + "n_pred": 0, + "n_ref": 2121 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.10543130990415335, + "FN": 95, + "FP": 465, + "IoU": 0.05564924114671164, + "TN": 15791, + "TP": 33, + "n_pred": 498, + "n_ref": 128 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 20, + "FP": 0, + "IoU": 0.0, + "TN": 16364, + "TP": 0, + "n_pred": 0, + "n_ref": 20 + }, + "8": { + "Dice": 0.7966101694915254, + "FN": 70, + "FP": 2, + "IoU": 0.6619718309859155, + "TN": 16171, + "TP": 141, + "n_pred": 143, + "n_ref": 211 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 907, + "FP": 0, + "IoU": 0.0, + "TN": 31861, + "TP": 0, + "n_pred": 0, + "n_ref": 907 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 32764, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 32744, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9431079323797139, + "FN": 1738, + "FP": 12, + "IoU": 0.8923408182097816, + "TN": 16513, + "TP": 14505, + "n_pred": 14517, + "n_ref": 16243 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.5162249864791779, + "FN": 3578, + "FP": 0, + "IoU": 0.34791324949881536, + "TN": 27281, + "TP": 1909, + "n_pred": 1909, + "n_ref": 5487 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1310, + "IoU": 0.0, + "TN": 31458, + "TP": 0, + "n_pred": 1310, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 100, + "IoU": 0.0, + "TN": 16284, + "TP": 0, + "n_pred": 100, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 41, + "IoU": 0.0, + "TN": 32727, + "TP": 0, + "n_pred": 41, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 1096, + "FP": 0, + "IoU": 0.0, + "TN": 31672, + "TP": 0, + "n_pred": 0, + "n_ref": 1096 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 118, + "IoU": 0.0, + "TN": 32650, + "TP": 0, + "n_pred": 118, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 4584, + "FP": 812, + "IoU": 0.0, + "TN": 27372, + "TP": 0, + "n_pred": 812, + "n_ref": 4584 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 32766, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 3116, + "FP": 0, + "IoU": 0.0, + "TN": 29652, + "TP": 0, + "n_pred": 0, + "n_ref": 3116 + }, + "6": { + "Dice": 0.1886860007160759, + "FN": 4532, + "FP": 0, + "IoU": 0.1041707847400672, + "TN": 27709, + "TP": 527, + "n_pred": 527, + "n_ref": 5059 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 2096, + "FP": 0, + "IoU": 0.0, + "TN": 30672, + "TP": 0, + "n_pred": 0, + "n_ref": 2096 + }, + "9": { + "Dice": 0.2055185537583254, + "FN": 167, + "FP": 668, + "IoU": 0.11452810180275716, + "TN": 31825, + "TP": 108, + "n_pred": 776, + "n_ref": 275 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 8821, + "FP": 0, + "IoU": 0.0, + "TN": 23947, + "TP": 0, + "n_pred": 0, + "n_ref": 8821 + }, + "15": { + "Dice": 0.0, + "FN": 6461, + "FP": 0, + "IoU": 0.0, + "TN": 26307, + "TP": 0, + "n_pred": 0, + "n_ref": 6461 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2756, + "IoU": 0.0, + "TN": 13628, + "TP": 0, + "n_pred": 2756, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 181, + "IoU": 0.0, + "TN": 16203, + "TP": 0, + "n_pred": 181, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 144, + "IoU": 0.0, + "TN": 16240, + "TP": 0, + "n_pred": 144, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 108, + "FP": 0, + "IoU": 0.0, + "TN": 32660, + "TP": 0, + "n_pred": 0, + "n_ref": 108 + }, + "10": { + "Dice": 0.0, + "FN": 6804, + "FP": 0, + "IoU": 0.0, + "TN": 25964, + "TP": 0, + "n_pred": 0, + "n_ref": 6804 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 4751, + "FP": 0, + "IoU": 0.0, + "TN": 28017, + "TP": 0, + "n_pred": 0, + "n_ref": 4751 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9684494271886296, + "FN": 350, + "FP": 165, + "IoU": 0.9388288395296354, + "TN": 24349, + "TP": 7904, + "n_pred": 8069, + "n_ref": 8254 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1235, + "IoU": 0.0, + "TN": 31533, + "TP": 0, + "n_pred": 1235, + "n_ref": 0 + }, + "9": { + "Dice": 0.23235393448159405, + "FN": 1156, + "FP": 3390, + "IoU": 0.13144822315628582, + "TN": 27534, + "TP": 688, + "n_pred": 4078, + "n_ref": 1844 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 147, + "IoU": 0.0, + "TN": 32621, + "TP": 0, + "n_pred": 147, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 32761, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 435, + "IoU": 0.0, + "TN": 15949, + "TP": 0, + "n_pred": 435, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 100, + "IoU": 0.0, + "TN": 16284, + "TP": 0, + "n_pred": 100, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1040, + "IoU": 0.0, + "TN": 15344, + "TP": 0, + "n_pred": 1040, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5519088430074016, + "FN": 9195, + "FP": 7, + "IoU": 0.38112852242921513, + "TN": 1515, + "TP": 5667, + "n_pred": 5674, + "n_ref": 14862 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 16384, + "FP": 0, + "IoU": 0.0, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 16384 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 47, + "IoU": 0.0, + "TN": 32721, + "TP": 0, + "n_pred": 47, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 836, + "IoU": 0.0, + "TN": 31932, + "TP": 0, + "n_pred": 836, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1769, + "IoU": 0.0, + "TN": 30999, + "TP": 0, + "n_pred": 1769, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1756, + "IoU": 0.0, + "TN": 14628, + "TP": 0, + "n_pred": 1756, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5587306045074774, + "FN": 5853, + "FP": 432, + "IoU": 0.3876656274356976, + "TN": 22504, + "TP": 3979, + "n_pred": 4411, + "n_ref": 9832 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.5500103541105819, + "FN": 4325, + "FP": 21, + "IoU": 0.37932019423021995, + "TN": 25766, + "TP": 2656, + "n_pred": 2677, + "n_ref": 6981 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 359, + "IoU": 0.0, + "TN": 32409, + "TP": 0, + "n_pred": 359, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 32766, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 10604, + "IoU": 0.0, + "TN": 22164, + "TP": 0, + "n_pred": 10604, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 32763, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 9268, + "FP": 0, + "IoU": 0.0, + "TN": 23500, + "TP": 0, + "n_pred": 0, + "n_ref": 9268 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 13, + "FP": 0, + "IoU": 0.0, + "TN": 32755, + "TP": 0, + "n_pred": 0, + "n_ref": 13 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.22213148223764803, + "FN": 5699, + "FP": 16, + "IoU": 0.1249425815342214, + "TN": 26237, + "TP": 816, + "n_pred": 832, + "n_ref": 6515 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 840, + "IoU": 0.0, + "TN": 31928, + "TP": 0, + "n_pred": 840, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 1088, + "FP": 0, + "IoU": 0.0, + "TN": 31680, + "TP": 0, + "n_pred": 0, + "n_ref": 1088 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.770034489754514, + "FN": 2032, + "FP": 2502, + "IoU": 0.6260618556701031, + "TN": 20643, + "TP": 7591, + "n_pred": 10093, + "n_ref": 9623 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1660, + "IoU": 0.0, + "TN": 31108, + "TP": 0, + "n_pred": 1660, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 42, + "FP": 0, + "IoU": 0.0, + "TN": 32726, + "TP": 0, + "n_pred": 0, + "n_ref": 42 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 16361, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "10": { + "Dice": 0.05706134094151213, + "FN": 1322, + "FP": 0, + "IoU": 0.02936857562408223, + "TN": 15022, + "TP": 40, + "n_pred": 40, + "n_ref": 1362 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 225, + "IoU": 0.0, + "TN": 16159, + "TP": 0, + "n_pred": 225, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 3732, + "IoU": 0.0, + "TN": 12652, + "TP": 0, + "n_pred": 3732, + "n_ref": 0 + }, + "7": { + "Dice": 0.5282098908753192, + "FN": 3978, + "FP": 86, + "IoU": 0.35888941473418523, + "TN": 10045, + "TP": 2275, + "n_pred": 2361, + "n_ref": 6253 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": NaN, + "FN": 330.1555555555555, + "FP": 175.69111111111113, + "IoU": NaN, + "TN": 22862.200000000004, + "TP": 115.68666666666665, + "n_pred": 291.37777777777774, + "n_ref": 445.84222222222223 + }, + "mean": { + "1": { + "Dice": 0.2293058896908135, + "FN": 306.9, + "FP": 131.93333333333334, + "IoU": 0.21177583936800526, + "TN": 22873.333333333332, + "TP": 171.56666666666666, + "n_pred": 303.5, + "n_ref": 478.46666666666664 + }, + "10": { + "Dice": 0.10943711358875226, + "FN": 382.6, + "FP": 145.06666666666666, + "IoU": 0.06888130655567754, + "TN": 22918.5, + "TP": 37.56666666666667, + "n_pred": 182.63333333333333, + "n_ref": 420.1666666666667 + }, + "11": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 23483.733333333334, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "12": { + "Dice": 0.0, + "FN": 16.766666666666666, + "FP": 0.06666666666666667, + "IoU": 0.0, + "TN": 23466.9, + "TP": 0.0, + "n_pred": 0.06666666666666667, + "n_ref": 16.766666666666666 + }, + "13": { + "Dice": 0.0, + "FN": 381.8, + "FP": 0.0, + "IoU": 0.0, + "TN": 23101.933333333334, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 381.8 + }, + "14": { + "Dice": 0.2880273750623944, + "FN": 927.0, + "FP": 116.43333333333334, + "IoU": 0.20299557362346426, + "TN": 22149.966666666667, + "TP": 290.3333333333333, + "n_pred": 406.76666666666665, + "n_ref": 1217.3333333333333 + }, + "15": { + "Dice": 0.22210436996181587, + "FN": 100.83333333333333, + "FP": 73.26666666666667, + "IoU": 0.19980916030534351, + "TN": 23170.033333333333, + "TP": 139.6, + "n_pred": 212.86666666666667, + "n_ref": 240.43333333333334 + }, + "2": { + "Dice": 0.0, + "FN": 278.76666666666665, + "FP": 26.466666666666665, + "IoU": 0.0, + "TN": 23178.5, + "TP": 0.0, + "n_pred": 26.466666666666665, + "n_ref": 278.76666666666665 + }, + "3": { + "Dice": 0.13205606011312385, + "FN": 252.26666666666668, + "FP": 465.7, + "IoU": 0.0965385032060712, + "TN": 22511.666666666668, + "TP": 254.1, + "n_pred": 719.8, + "n_ref": 506.3666666666667 + }, + "4": { + "Dice": 0.017457649036596405, + "FN": 395.23333333333335, + "FP": 0.0, + "IoU": 0.008883916820215847, + "TN": 23084.0, + "TP": 4.5, + "n_pred": 4.5, + "n_ref": 399.73333333333335 + }, + "5": { + "Dice": 0.0, + "FN": 319.1, + "FP": 0.0, + "IoU": 0.0, + "TN": 23164.633333333335, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 319.1 + }, + "6": { + "Dice": 0.2410557358460594, + "FN": 408.8333333333333, + "FP": 626.5333333333333, + "IoU": 0.2064577341346747, + "TN": 21632.8, + "TP": 815.5666666666667, + "n_pred": 1442.1, + "n_ref": 1224.4 + }, + "7": { + "Dice": 0.0, + "FN": 288.1, + "FP": 533.1333333333333, + "IoU": 0.0, + "TN": 22662.5, + "TP": 0.0, + "n_pred": 533.1333333333333, + "n_ref": 288.1 + }, + "8": { + "Dice": 0.03531082756049809, + "FN": 383.56666666666666, + "FP": 103.43333333333334, + "IoU": 0.019884373161631663, + "TN": 22989.266666666666, + "TP": 7.466666666666667, + "n_pred": 110.9, + "n_ref": 391.03333333333336 + }, + "9": { + "Dice": 0.01689751985749806, + "FN": 510.56666666666666, + "FP": 413.3333333333333, + "IoU": 0.00898555908156226, + "TN": 22545.233333333334, + "TP": 14.6, + "n_pred": 427.93333333333334, + "n_ref": 525.1666666666666 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 8363, + "FP": 0, + "IoU": 0.0, + "TN": 8021, + "TP": 0, + "n_pred": 0, + "n_ref": 8363 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6235, + "IoU": 0.0, + "TN": 10149, + "TP": 0, + "n_pred": 6235, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8713282785734344, + "FN": 353, + "FP": 1938, + "IoU": 0.7719944267515924, + "TN": 6336, + "TP": 7757, + "n_pred": 9695, + "n_ref": 8110 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 431, + "IoU": 0.0, + "TN": 15953, + "TP": 0, + "n_pred": 431, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.3628423977768956, + "FN": 1155, + "FP": 450, + "IoU": 0.22162948593598447, + "TN": 30706, + "TP": 457, + "n_pred": 907, + "n_ref": 1612 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 3701, + "FP": 0, + "IoU": 0.0, + "TN": 29067, + "TP": 0, + "n_pred": 0, + "n_ref": 3701 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 118, + "IoU": 0.0, + "TN": 32650, + "TP": 0, + "n_pred": 118, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 3407, + "FP": 31, + "IoU": 0.0, + "TN": 29330, + "TP": 0, + "n_pred": 31, + "n_ref": 3407 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 43, + "IoU": 0.0, + "TN": 16341, + "TP": 0, + "n_pred": 43, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 2428, + "FP": 0, + "IoU": 0.0, + "TN": 13956, + "TP": 0, + "n_pred": 0, + "n_ref": 2428 + }, + "6": { + "Dice": 0.0, + "FN": 5323, + "FP": 0, + "IoU": 0.0, + "TN": 11061, + "TP": 0, + "n_pred": 0, + "n_ref": 5323 + }, + "7": { + "Dice": 0.0, + "FN": 1367, + "FP": 0, + "IoU": 0.0, + "TN": 15017, + "TP": 0, + "n_pred": 0, + "n_ref": 1367 + }, + "8": { + "Dice": 0.0, + "FN": 420, + "FP": 0, + "IoU": 0.0, + "TN": 15964, + "TP": 0, + "n_pred": 0, + "n_ref": 420 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 16378, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.47131782945736433, + "FN": 408, + "FP": 615, + "IoU": 0.30831643002028397, + "TN": 31289, + "TP": 456, + "n_pred": 1071, + "n_ref": 864 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 7279, + "FP": 0, + "IoU": 0.0, + "TN": 25489, + "TP": 0, + "n_pred": 0, + "n_ref": 7279 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.012759170653907496, + "FN": 386, + "FP": 233, + "IoU": 0.006420545746388443, + "TN": 32145, + "TP": 4, + "n_pred": 237, + "n_ref": 390 + }, + "9": { + "Dice": 0.0019253910950661852, + "FN": 12, + "FP": 8282, + "IoU": 0.000963623223319682, + "TN": 24466, + "TP": 8, + "n_pred": 8290, + "n_ref": 20 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.03491529807319281, + "FN": 7463, + "FP": 0, + "IoU": 0.017767833640431694, + "TN": 8786, + "TP": 135, + "n_pred": 135, + "n_ref": 7598 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.3858570330514988, + "FN": 857, + "FP": 741, + "IoU": 0.23904761904761904, + "TN": 14284, + "TP": 502, + "n_pred": 1243, + "n_ref": 1359 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 9266, + "IoU": 0.0, + "TN": 7118, + "TP": 0, + "n_pred": 9266, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 2234, + "IoU": 0.0, + "TN": 14150, + "TP": 0, + "n_pred": 2234, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1047, + "IoU": 0.0, + "TN": 31721, + "TP": 0, + "n_pred": 1047, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 503, + "FP": 0, + "IoU": 0.0, + "TN": 32265, + "TP": 0, + "n_pred": 0, + "n_ref": 503 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 48, + "IoU": 0.0, + "TN": 32720, + "TP": 0, + "n_pred": 48, + "n_ref": 0 + }, + "3": { + "Dice": 0.721172128397271, + "FN": 1469, + "FP": 1024, + "IoU": 0.5639321322371873, + "TN": 27051, + "TP": 3224, + "n_pred": 4248, + "n_ref": 4693 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 90, + "IoU": 0.0, + "TN": 32678, + "TP": 0, + "n_pred": 90, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 32761, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.917223558763254, + "FN": 926, + "FP": 3, + "IoU": 0.847103357472021, + "TN": 26692, + "TP": 5147, + "n_pred": 5150, + "n_ref": 6073 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 244, + "IoU": 0.0, + "TN": 32524, + "TP": 0, + "n_pred": 244, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 503, + "IoU": 0.0, + "TN": 32265, + "TP": 0, + "n_pred": 503, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 615, + "FP": 152, + "IoU": 0.0, + "TN": 32001, + "TP": 0, + "n_pred": 152, + "n_ref": 615 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 3026, + "FP": 0, + "IoU": 0.0, + "TN": 29742, + "TP": 0, + "n_pred": 0, + "n_ref": 3026 + }, + "6": { + "Dice": 0.1769041769041769, + "FN": 61, + "FP": 609, + "IoU": 0.09703504043126684, + "TN": 32026, + "TP": 72, + "n_pred": 681, + "n_ref": 133 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 2588, + "FP": 0, + "IoU": 0.0, + "TN": 30180, + "TP": 0, + "n_pred": 0, + "n_ref": 2588 + }, + "9": { + "Dice": 0.13328811259962692, + "FN": 4458, + "FP": 653, + "IoU": 0.07140261627906977, + "TN": 27264, + "TP": 393, + "n_pred": 1046, + "n_ref": 4851 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1424, + "IoU": 0.0, + "TN": 14960, + "TP": 0, + "n_pred": 1424, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3868, + "IoU": 0.0, + "TN": 28900, + "TP": 0, + "n_pred": 3868, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2731, + "IoU": 0.0, + "TN": 30037, + "TP": 0, + "n_pred": 2731, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 3492, + "FP": 0, + "IoU": 0.0, + "TN": 29276, + "TP": 0, + "n_pred": 0, + "n_ref": 3492 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 87, + "IoU": 0.0, + "TN": 32681, + "TP": 0, + "n_pred": 87, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 62, + "IoU": 0.0, + "TN": 32706, + "TP": 0, + "n_pred": 62, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 231, + "FP": 0, + "IoU": 0.0, + "TN": 32537, + "TP": 0, + "n_pred": 0, + "n_ref": 231 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 137, + "IoU": 0.0, + "TN": 32631, + "TP": 0, + "n_pred": 137, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 1237, + "FP": 0, + "IoU": 0.0, + "TN": 31531, + "TP": 0, + "n_pred": 0, + "n_ref": 1237 + }, + "6": { + "Dice": 0.0, + "FN": 2381, + "FP": 518, + "IoU": 0.0, + "TN": 29869, + "TP": 0, + "n_pred": 518, + "n_ref": 2381 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 6625, + "FP": 636, + "IoU": 0.0, + "TN": 25507, + "TP": 0, + "n_pred": 636, + "n_ref": 6625 + }, + "9": { + "Dice": 0.016864175022789425, + "FN": 3948, + "FP": 366, + "IoU": 0.00850379223167088, + "TN": 28417, + "TP": 37, + "n_pred": 403, + "n_ref": 3985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1880, + "IoU": 0.0, + "TN": 47272, + "TP": 0, + "n_pred": 1880, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 49150, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1660, + "IoU": 0.0, + "TN": 47492, + "TP": 0, + "n_pred": 1660, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 2918, + "FP": 0, + "IoU": 0.0, + "TN": 46234, + "TP": 0, + "n_pred": 0, + "n_ref": 2918 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 213, + "IoU": 0.0, + "TN": 48939, + "TP": 0, + "n_pred": 213, + "n_ref": 0 + }, + "3": { + "Dice": 0.4673324126208435, + "FN": 5484, + "FP": 4544, + "IoU": 0.3049143966174534, + "TN": 34725, + "TP": 4399, + "n_pred": 8943, + "n_ref": 9883 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 2882, + "FP": 0, + "IoU": 0.0, + "TN": 46270, + "TP": 0, + "n_pred": 0, + "n_ref": 2882 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2524, + "IoU": 0.0, + "TN": 46628, + "TP": 0, + "n_pred": 2524, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 4101, + "FP": 11, + "IoU": 0.0, + "TN": 45040, + "TP": 0, + "n_pred": 11, + "n_ref": 4101 + }, + "8": { + "Dice": 0.23441662226957913, + "FN": 1437, + "FP": 0, + "IoU": 0.1327700663850332, + "TN": 47495, + "TP": 220, + "n_pred": 220, + "n_ref": 1657 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 2825, + "IoU": 0.0, + "TN": 46327, + "TP": 0, + "n_pred": 2825, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 16378, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.07934454506252694, + "FN": 1854, + "FP": 281, + "IoU": 0.041311180960933995, + "TN": 14157, + "TP": 92, + "n_pred": 373, + "n_ref": 1946 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 51, + "FP": 0, + "IoU": 0.0, + "TN": 16333, + "TP": 0, + "n_pred": 0, + "n_ref": 51 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.493521385162252, + "FN": 4394, + "FP": 23, + "IoU": 0.32759933018724313, + "TN": 9815, + "TP": 2152, + "n_pred": 2175, + "n_ref": 6546 + }, + "15": { + "Dice": 0.8884174798472635, + "FN": 107, + "FP": 945, + "IoU": 0.7992366412213741, + "TN": 11144, + "TP": 4188, + "n_pred": 5133, + "n_ref": 4295 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 322, + "IoU": 0.0, + "TN": 16062, + "TP": 0, + "n_pred": 322, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.010977664257377317, + "FN": 16597, + "FP": 1602, + "IoU": 0.005519125683060109, + "TN": 14468, + "TP": 101, + "n_pred": 1703, + "n_ref": 16698 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 178, + "IoU": 0.0, + "TN": 32590, + "TP": 0, + "n_pred": 178, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 46, + "IoU": 0.0, + "TN": 32722, + "TP": 0, + "n_pred": 46, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 32760, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.04133668147575816, + "FN": 9915, + "FP": 11, + "IoU": 0.021104536489151875, + "TN": 6244, + "TP": 214, + "n_pred": 225, + "n_ref": 10129 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 201, + "FP": 0, + "IoU": 0.0, + "TN": 16183, + "TP": 0, + "n_pred": 0, + "n_ref": 201 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 230, + "IoU": 0.0, + "TN": 16154, + "TP": 0, + "n_pred": 230, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6476104508299484, + "FN": 6819, + "FP": 208, + "IoU": 0.47886383862355386, + "TN": 19284, + "TP": 6457, + "n_pred": 6665, + "n_ref": 13276 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1075, + "IoU": 0.0, + "TN": 31693, + "TP": 0, + "n_pred": 1075, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 32744, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 32753, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1739, + "IoU": 0.0, + "TN": 31029, + "TP": 0, + "n_pred": 1739, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 42, + "FP": 0, + "IoU": 0.0, + "TN": 16342, + "TP": 0, + "n_pred": 0, + "n_ref": 42 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 3175, + "FP": 0, + "IoU": 0.0, + "TN": 13209, + "TP": 0, + "n_pred": 0, + "n_ref": 3175 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 8281, + "FP": 0, + "IoU": 0.0, + "TN": 24487, + "TP": 0, + "n_pred": 0, + "n_ref": 8281 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 6751, + "IoU": 0.0, + "TN": 26017, + "TP": 0, + "n_pred": 6751, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 69, + "IoU": 0.0, + "TN": 32699, + "TP": 0, + "n_pred": 69, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9410015307238137, + "FN": 876, + "FP": 473, + "IoU": 0.8885768563640869, + "TN": 20661, + "TP": 10758, + "n_pred": 11231, + "n_ref": 11634 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3226, + "IoU": 0.0, + "TN": 29542, + "TP": 0, + "n_pred": 3226, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 4394, + "FP": 0, + "IoU": 0.0, + "TN": 11990, + "TP": 0, + "n_pred": 0, + "n_ref": 4394 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9203447375293811, + "FN": 560, + "FP": 355, + "IoU": 0.8524431543299468, + "TN": 10183, + "TP": 5286, + "n_pred": 5641, + "n_ref": 5846 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2983, + "IoU": 0.0, + "TN": 13401, + "TP": 0, + "n_pred": 2983, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0400.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": NaN, + "FN": 183.26222222222222, + "FP": 115.34222222222223, + "IoU": NaN, + "TN": 19327.404444444444, + "TP": 34.791111111111114, + "n_pred": 150.13333333333333, + "n_ref": 218.05333333333328 + }, + "mean": { + "1": { + "Dice": 0.0, + "FN": 0.0, + "FP": 287.6666666666667, + "IoU": 0.0, + "TN": 19373.133333333335, + "TP": 0.0, + "n_pred": 287.6666666666667, + "n_ref": 0.0 + }, + "10": { + "Dice": 0.0, + "FN": 172.56666666666666, + "FP": 273.06666666666666, + "IoU": 0.0, + "TN": 19215.166666666668, + "TP": 0.0, + "n_pred": 273.06666666666666, + "n_ref": 172.56666666666666 + }, + "11": { + "Dice": 0.0, + "FN": 4.2, + "FP": 0.0, + "IoU": 0.0, + "TN": 19656.6, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 4.2 + }, + "12": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 19660.8, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "13": { + "Dice": 0.0, + "FN": 47.4, + "FP": 11.966666666666667, + "IoU": 0.0, + "TN": 19601.433333333334, + "TP": 0.0, + "n_pred": 11.966666666666667, + "n_ref": 47.4 + }, + "14": { + "Dice": 0.3656861018143386, + "FN": 88.03333333333333, + "FP": 53.266666666666666, + "IoU": 0.2926071053961663, + "TN": 19439.366666666665, + "TP": 80.13333333333334, + "n_pred": 133.4, + "n_ref": 168.16666666666666 + }, + "15": { + "Dice": 0.13717872086072924, + "FN": 299.6333333333333, + "FP": 85.3, + "IoU": 0.07364030162040751, + "TN": 19245.266666666666, + "TP": 30.6, + "n_pred": 115.9, + "n_ref": 330.23333333333335 + }, + "2": { + "Dice": 0.0, + "FN": 124.66666666666667, + "FP": 2.966666666666667, + "IoU": 0.0, + "TN": 19533.166666666668, + "TP": 0.0, + "n_pred": 2.966666666666667, + "n_ref": 124.66666666666667 + }, + "3": { + "Dice": 0.10557443060274317, + "FN": 4.466666666666667, + "FP": 393.6, + "IoU": 0.10056334651803907, + "TN": 19206.8, + "TP": 55.93333333333333, + "n_pred": 449.53333333333336, + "n_ref": 60.4 + }, + "4": { + "Dice": 0.19862018881626722, + "FN": 181.53333333333333, + "FP": 109.43333333333334, + "IoU": 0.14145332298939747, + "TN": 19260.433333333334, + "TP": 109.4, + "n_pred": 218.83333333333334, + "n_ref": 290.93333333333334 + }, + "5": { + "Dice": 0.0, + "FN": 202.96666666666667, + "FP": 0.0, + "IoU": 0.0, + "TN": 19457.833333333332, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 202.96666666666667 + }, + "6": { + "Dice": 0.09008037418189259, + "FN": 448.43333333333334, + "FP": 428.43333333333334, + "IoU": 0.06606994803124101, + "TN": 18564.8, + "TP": 219.13333333333333, + "n_pred": 647.5666666666667, + "n_ref": 667.5666666666667 + }, + "7": { + "Dice": 0.007239726576825395, + "FN": 655.7666666666667, + "FP": 18.066666666666666, + "IoU": 0.003691525980061901, + "TN": 18980.933333333334, + "TP": 6.033333333333333, + "n_pred": 24.1, + "n_ref": 661.8 + }, + "8": { + "Dice": 0.0, + "FN": 243.73333333333332, + "FP": 4.233333333333333, + "IoU": 0.0, + "TN": 19412.833333333332, + "TP": 0.0, + "n_pred": 4.233333333333333, + "n_ref": 243.73333333333332 + }, + "9": { + "Dice": 0.06122650840751731, + "FN": 275.53333333333336, + "FP": 62.13333333333333, + "IoU": 0.03488503155996393, + "TN": 19302.5, + "TP": 20.633333333333333, + "n_pred": 82.76666666666667, + "n_ref": 296.1666666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3476, + "IoU": 0.0, + "TN": 12908, + "TP": 0, + "n_pred": 3476, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 16363, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2765, + "IoU": 0.0, + "TN": 13619, + "TP": 0, + "n_pred": 2765, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 994, + "FP": 0, + "IoU": 0.0, + "TN": 15390, + "TP": 0, + "n_pred": 0, + "n_ref": 994 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.18508761882945826, + "FN": 7115, + "FP": 0, + "IoU": 0.10198157263662753, + "TN": 8461, + "TP": 808, + "n_pred": 808, + "n_ref": 7923 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 93, + "IoU": 0.0, + "TN": 16291, + "TP": 0, + "n_pred": 93, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 3740, + "FP": 0, + "IoU": 0.0, + "TN": 12644, + "TP": 0, + "n_pred": 0, + "n_ref": 3740 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 16381, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 3566, + "IoU": 0.0, + "TN": 12818, + "TP": 0, + "n_pred": 3566, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 16378, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 16373, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 68, + "IoU": 0.0, + "TN": 16316, + "TP": 0, + "n_pred": 68, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 408, + "IoU": 0.0, + "TN": 15976, + "TP": 0, + "n_pred": 408, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 6089, + "FP": 0, + "IoU": 0.0, + "TN": 10295, + "TP": 0, + "n_pred": 0, + "n_ref": 6089 + }, + "6": { + "Dice": 0.0, + "FN": 452, + "FP": 6, + "IoU": 0.0, + "TN": 15926, + "TP": 0, + "n_pred": 6, + "n_ref": 452 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 1556, + "FP": 0, + "IoU": 0.0, + "TN": 14828, + "TP": 0, + "n_pred": 0, + "n_ref": 1556 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 977, + "IoU": 0.0, + "TN": 15407, + "TP": 0, + "n_pred": 977, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 452, + "IoU": 0.0, + "TN": 15932, + "TP": 0, + "n_pred": 452, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 81, + "IoU": 0.0, + "TN": 16303, + "TP": 0, + "n_pred": 81, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8253968253968254, + "FN": 29, + "FP": 4, + "IoU": 0.7027027027027027, + "TN": 16273, + "TP": 78, + "n_pred": 82, + "n_ref": 107 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 331, + "IoU": 0.0, + "TN": 16053, + "TP": 0, + "n_pred": 331, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 5177, + "FP": 54, + "IoU": 0.0, + "TN": 27537, + "TP": 0, + "n_pred": 54, + "n_ref": 5177 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4260, + "IoU": 0.0, + "TN": 28508, + "TP": 0, + "n_pred": 4260, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 834, + "IoU": 0.0, + "TN": 31934, + "TP": 0, + "n_pred": 834, + "n_ref": 0 + }, + "7": { + "Dice": 0.006493506493506494, + "FN": 915, + "FP": 3, + "IoU": 0.003257328990228013, + "TN": 31847, + "TP": 3, + "n_pred": 6, + "n_ref": 918 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2163, + "IoU": 0.0, + "TN": 30605, + "TP": 0, + "n_pred": 2163, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 491, + "IoU": 0.0, + "TN": 32277, + "TP": 0, + "n_pred": 491, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3283, + "IoU": 0.0, + "TN": 29485, + "TP": 0, + "n_pred": 3283, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7668938944872555, + "FN": 2019, + "FP": 1127, + "IoU": 0.6219204422545367, + "TN": 24447, + "TP": 5175, + "n_pred": 6302, + "n_ref": 7194 + }, + "7": { + "Dice": 0.04383015813721828, + "FN": 7476, + "FP": 203, + "IoU": 0.022406110757479312, + "TN": 24913, + "TP": 176, + "n_pred": 379, + "n_ref": 7652 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 5756, + "FP": 0, + "IoU": 0.0, + "TN": 10628, + "TP": 0, + "n_pred": 0, + "n_ref": 5756 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 1057, + "FP": 0, + "IoU": 0.0, + "TN": 15327, + "TP": 0, + "n_pred": 0, + "n_ref": 1057 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2113, + "IoU": 0.0, + "TN": 14271, + "TP": 0, + "n_pred": 2113, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 16376, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 303, + "IoU": 0.0, + "TN": 16081, + "TP": 0, + "n_pred": 303, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9501698754246886, + "FN": 134, + "FP": 42, + "IoU": 0.9050701186623517, + "TN": 14530, + "TP": 1678, + "n_pred": 1720, + "n_ref": 1812 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 43, + "IoU": 0.0, + "TN": 16341, + "TP": 0, + "n_pred": 43, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 784, + "FP": 0, + "IoU": 0.0, + "TN": 31984, + "TP": 0, + "n_pred": 0, + "n_ref": 784 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.5958605664488017, + "FN": 4452, + "FP": 0, + "IoU": 0.4243599689681924, + "TN": 25034, + "TP": 3282, + "n_pred": 3282, + "n_ref": 7734 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 347, + "IoU": 0.0, + "TN": 32421, + "TP": 0, + "n_pred": 347, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 181, + "IoU": 0.0, + "TN": 32587, + "TP": 0, + "n_pred": 181, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 5551, + "IoU": 0.0, + "TN": 10833, + "TP": 0, + "n_pred": 5551, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 638, + "FP": 359, + "IoU": 0.0, + "TN": 15387, + "TP": 0, + "n_pred": 359, + "n_ref": 638 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 127, + "IoU": 0.0, + "TN": 16257, + "TP": 0, + "n_pred": 127, + "n_ref": 0 + }, + "9": { + "Dice": 0.24490603363006924, + "FN": 3797, + "FP": 20, + "IoU": 0.13954012623985573, + "TN": 11948, + "TP": 619, + "n_pred": 639, + "n_ref": 4416 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 476, + "IoU": 0.0, + "TN": 32292, + "TP": 0, + "n_pred": 476, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6373475818605289, + "FN": 2612, + "FP": 35, + "IoU": 0.46772571888196257, + "TN": 27795, + "TP": 2326, + "n_pred": 2361, + "n_ref": 4938 + }, + "15": { + "Dice": 0.13717872086072924, + "FN": 8989, + "FP": 2559, + "IoU": 0.07364030162040751, + "TN": 20302, + "TP": 918, + "n_pred": 3477, + "n_ref": 9907 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3961, + "IoU": 0.0, + "TN": 28807, + "TP": 0, + "n_pred": 3961, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 106, + "IoU": 0.0, + "TN": 32662, + "TP": 0, + "n_pred": 106, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 819, + "IoU": 0.0, + "TN": 31949, + "TP": 0, + "n_pred": 819, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2007, + "IoU": 0.0, + "TN": 30761, + "TP": 0, + "n_pred": 2007, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 126, + "FP": 0, + "IoU": 0.0, + "TN": 32642, + "TP": 0, + "n_pred": 0, + "n_ref": 126 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 280, + "IoU": 0.0, + "TN": 32488, + "TP": 0, + "n_pred": 280, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.12898297686599738, + "FN": 2810, + "FP": 5172, + "IoU": 0.06893736148372798, + "TN": 24195, + "TP": 591, + "n_pred": 5763, + "n_ref": 3401 + }, + "7": { + "Dice": 0.000354421407052986, + "FN": 11282, + "FP": 0, + "IoU": 0.0001772421127259837, + "TN": 21484, + "TP": 2, + "n_pred": 2, + "n_ref": 11284 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 4469, + "FP": 48, + "IoU": 0.0, + "TN": 28251, + "TP": 0, + "n_pred": 48, + "n_ref": 4469 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 878, + "IoU": 0.0, + "TN": 15506, + "TP": 0, + "n_pred": 878, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1068, + "IoU": 0.0, + "TN": 15316, + "TP": 0, + "n_pred": 1068, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 715, + "IoU": 0.0, + "TN": 15669, + "TP": 0, + "n_pred": 715, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0379.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.07598215675174763, + "FN": 357.79555555555555, + "FP": 178.2888888888889, + "IoU": 0.05504589067687334, + "TN": 21717.92222222222, + "TP": 137.45999999999998, + "n_pred": 315.7488888888889, + "n_ref": 495.2555555555556 + }, + "mean": { + "1": { + "Dice": 0.15716425735997858, + "FN": 864.1333333333333, + "FP": 204.76666666666668, + "IoU": 0.09904775260648743, + "TN": 21138.733333333334, + "TP": 183.83333333333334, + "n_pred": 388.6, + "n_ref": 1047.9666666666667 + }, + "10": { + "Dice": 0.048206820116661143, + "FN": 336.6666666666667, + "FP": 51.4, + "IoU": 0.02655376228891911, + "TN": 21973.466666666667, + "TP": 29.933333333333334, + "n_pred": 81.33333333333333, + "n_ref": 366.6 + }, + "11": { + "Dice": 0.0, + "FN": 138.5, + "FP": 0.0, + "IoU": 0.0, + "TN": 22252.966666666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 138.5 + }, + "12": { + "Dice": 0.0, + "FN": 133.96666666666667, + "FP": 0.0, + "IoU": 0.0, + "TN": 22257.5, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 133.96666666666667 + }, + "13": { + "Dice": 0.0, + "FN": 200.23333333333332, + "FP": 0.0, + "IoU": 0.0, + "TN": 22191.233333333334, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 200.23333333333332 + }, + "14": { + "Dice": 0.0443298969072165, + "FN": 0.6666666666666666, + "FP": 238.06666666666666, + "IoU": 0.02694235588972431, + "TN": 22149.866666666665, + "TP": 2.8666666666666667, + "n_pred": 240.93333333333334, + "n_ref": 3.533333333333333 + }, + "15": { + "Dice": 0.25055670367344324, + "FN": 0.8, + "FP": 174.0, + "IoU": 0.2007135340468674, + "TN": 21956.0, + "TP": 260.6666666666667, + "n_pred": 434.6666666666667, + "n_ref": 261.46666666666664 + }, + "2": { + "Dice": 0.09028920761815189, + "FN": 369.8, + "FP": 191.86666666666667, + "IoU": 0.06600206256445514, + "TN": 21785.0, + "TP": 44.8, + "n_pred": 236.66666666666666, + "n_ref": 414.6 + }, + "3": { + "Dice": 0.21232561923346188, + "FN": 701.6333333333333, + "FP": 72.7, + "IoU": 0.16973139964080908, + "TN": 21051.033333333333, + "TP": 566.1, + "n_pred": 638.8, + "n_ref": 1267.7333333333333 + }, + "4": { + "Dice": 0.0, + "FN": 77.56666666666666, + "FP": 27.733333333333334, + "IoU": 0.0, + "TN": 22286.166666666668, + "TP": 0.0, + "n_pred": 27.733333333333334, + "n_ref": 77.56666666666666 + }, + "5": { + "Dice": 0.0, + "FN": 13.633333333333333, + "FP": 0.0, + "IoU": 0.0, + "TN": 22377.833333333332, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 13.633333333333333 + }, + "6": { + "Dice": 0.19670737911919922, + "FN": 1173.5666666666666, + "FP": 1413.8, + "IoU": 0.14679637513182284, + "TN": 18949.133333333335, + "TP": 854.9666666666667, + "n_pred": 2268.766666666667, + "n_ref": 2028.5333333333333 + }, + "7": { + "Dice": 0.023537793041021448, + "FN": 697.8333333333334, + "FP": 30.266666666666666, + "IoU": 0.013129209411362516, + "TN": 21609.5, + "TP": 53.86666666666667, + "n_pred": 84.13333333333334, + "n_ref": 751.7 + }, + "8": { + "Dice": 0.0, + "FN": 478.73333333333335, + "FP": 59.86666666666667, + "IoU": 0.0, + "TN": 21852.866666666665, + "TP": 0.0, + "n_pred": 59.86666666666667, + "n_ref": 478.73333333333335 + }, + "9": { + "Dice": 0.11661467420708073, + "FN": 179.2, + "FP": 209.86666666666667, + "IoU": 0.0767719085726523, + "TN": 21937.533333333333, + "TP": 64.86666666666666, + "n_pred": 274.73333333333335, + "n_ref": 244.06666666666666 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 502, + "FP": 0, + "IoU": 0.0, + "TN": 32266, + "TP": 0, + "n_pred": 0, + "n_ref": 502 + }, + "10": { + "Dice": 0.0, + "FN": 2, + "FP": 0, + "IoU": 0.0, + "TN": 32766, + "TP": 0, + "n_pred": 0, + "n_ref": 2 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 32760, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "3": { + "Dice": 0.2853890560208147, + "FN": 8731, + "FP": 58, + "IoU": 0.1664453717754173, + "TN": 22224, + "TP": 1755, + "n_pred": 1813, + "n_ref": 10486 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2119, + "IoU": 0.0, + "TN": 30649, + "TP": 0, + "n_pred": 2119, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 32762, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2956, + "IoU": 0.0, + "TN": 29812, + "TP": 0, + "n_pred": 2956, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 301, + "FP": 183, + "IoU": 0.0, + "TN": 32284, + "TP": 0, + "n_pred": 183, + "n_ref": 301 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2270, + "FP": 0, + "IoU": 0.0, + "TN": 30498, + "TP": 0, + "n_pred": 0, + "n_ref": 2270 + }, + "13": { + "Dice": 0.0, + "FN": 222, + "FP": 0, + "IoU": 0.0, + "TN": 32546, + "TP": 0, + "n_pred": 0, + "n_ref": 222 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 32761, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 943, + "IoU": 0.0, + "TN": 31825, + "TP": 0, + "n_pred": 943, + "n_ref": 0 + }, + "3": { + "Dice": 0.822582835415535, + "FN": 4686, + "FP": 540, + "IoU": 0.6986332968110259, + "TN": 15427, + "TP": 12115, + "n_pred": 12655, + "n_ref": 16801 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5814220183486238, + "FN": 3650, + "FP": 0, + "IoU": 0.40986257073565074, + "TN": 10199, + "TP": 2535, + "n_pred": 2535, + "n_ref": 6185 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3043, + "IoU": 0.0, + "TN": 13341, + "TP": 0, + "n_pred": 3043, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 8414, + "IoU": 0.0, + "TN": 7970, + "TP": 0, + "n_pred": 8414, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.11906797776827704, + "FN": 7970, + "FP": 272, + "IoU": 0.06330264802818503, + "TN": 23969, + "TP": 557, + "n_pred": 829, + "n_ref": 8527 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 444, + "IoU": 0.0, + "TN": 32324, + "TP": 0, + "n_pred": 444, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 90, + "IoU": 0.0, + "TN": 32678, + "TP": 0, + "n_pred": 90, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 409, + "FP": 0, + "IoU": 0.0, + "TN": 32359, + "TP": 0, + "n_pred": 0, + "n_ref": 409 + }, + "6": { + "Dice": 0.12067545304777595, + "FN": 1399, + "FP": 2871, + "IoU": 0.06421214113521806, + "TN": 28205, + "TP": 293, + "n_pred": 3164, + "n_ref": 1692 + }, + "7": { + "Dice": 0.0, + "FN": 17, + "FP": 220, + "IoU": 0.0, + "TN": 32531, + "TP": 0, + "n_pred": 220, + "n_ref": 17 + }, + "8": { + "Dice": 0.0, + "FN": 6778, + "FP": 138, + "IoU": 0.0, + "TN": 25852, + "TP": 0, + "n_pred": 138, + "n_ref": 6778 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1687, + "IoU": 0.0, + "TN": 31081, + "TP": 0, + "n_pred": 1687, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 275, + "IoU": 0.0, + "TN": 32493, + "TP": 0, + "n_pred": 275, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 32762, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.41952692501258176, + "FN": 11534, + "FP": 0, + "IoU": 0.265443892497771, + "TN": 17066, + "TP": 4168, + "n_pred": 4168, + "n_ref": 15702 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 246, + "IoU": 0.0, + "TN": 32522, + "TP": 0, + "n_pred": 246, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 275, + "IoU": 0.0, + "TN": 16109, + "TP": 0, + "n_pred": 275, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 259, + "IoU": 0.0, + "TN": 16125, + "TP": 0, + "n_pred": 259, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 4405, + "IoU": 0.0, + "TN": 11979, + "TP": 0, + "n_pred": 4405, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 4404, + "FP": 5, + "IoU": 0.0, + "TN": 11975, + "TP": 0, + "n_pred": 5, + "n_ref": 4404 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 16372, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.630109090909091, + "FN": 271, + "FP": 2272, + "IoU": 0.4599702696963262, + "TN": 11675, + "TP": 2166, + "n_pred": 4438, + "n_ref": 2437 + }, + "7": { + "Dice": 0.20937784127808806, + "FN": 12174, + "FP": 0, + "IoU": 0.11693021906281735, + "TN": 2598, + "TP": 1612, + "n_pred": 1612, + "n_ref": 13786 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 86, + "IoU": 0.0, + "TN": 16298, + "TP": 0, + "n_pred": 86, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 2072, + "FP": 0, + "IoU": 0.0, + "TN": 14312, + "TP": 0, + "n_pred": 0, + "n_ref": 2072 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6320244533270633, + "FN": 1564, + "FP": 1, + "IoU": 0.46201443795118596, + "TN": 13475, + "TP": 1344, + "n_pred": 1345, + "n_ref": 2908 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 475, + "IoU": 0.0, + "TN": 15909, + "TP": 0, + "n_pred": 475, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7882573391630231, + "FN": 1701, + "FP": 333, + "IoU": 0.6505154639175258, + "TN": 10564, + "TP": 3786, + "n_pred": 4119, + "n_ref": 5487 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 16366, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 947, + "FP": 0, + "IoU": 0.0, + "TN": 15437, + "TP": 0, + "n_pred": 0, + "n_ref": 947 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 193, + "FP": 192, + "IoU": 0.0, + "TN": 15999, + "TP": 0, + "n_pred": 192, + "n_ref": 193 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 640, + "FP": 0, + "IoU": 0.0, + "TN": 15744, + "TP": 0, + "n_pred": 0, + "n_ref": 640 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4164, + "IoU": 0.0, + "TN": 12220, + "TP": 0, + "n_pred": 4164, + "n_ref": 0 + }, + "3": { + "Dice": 0.34088094816911374, + "FN": 7432, + "FP": 20, + "IoU": 0.20545900415822582, + "TN": 7005, + "TP": 1927, + "n_pred": 1947, + "n_ref": 9359 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 535, + "IoU": 0.0, + "TN": 15849, + "TP": 0, + "n_pred": 535, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 16383, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 32763, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 3136, + "IoU": 0.0, + "TN": 29632, + "TP": 0, + "n_pred": 3136, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 9530, + "FP": 0, + "IoU": 0.0, + "TN": 23238, + "TP": 0, + "n_pred": 0, + "n_ref": 9530 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 544, + "IoU": 0.0, + "TN": 32224, + "TP": 0, + "n_pred": 544, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 483, + "IoU": 0.0, + "TN": 32285, + "TP": 0, + "n_pred": 483, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 912, + "FP": 4257, + "IoU": 0.0, + "TN": 27599, + "TP": 0, + "n_pred": 4257, + "n_ref": 912 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 368, + "IoU": 0.0, + "TN": 32400, + "TP": 0, + "n_pred": 368, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2939958592132505, + "FN": 288, + "FP": 53, + "IoU": 0.17233009708737865, + "TN": 15972, + "TP": 71, + "n_pred": 124, + "n_ref": 359 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1109, + "FP": 0, + "IoU": 0.0, + "TN": 15275, + "TP": 0, + "n_pred": 0, + "n_ref": 1109 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 187, + "IoU": 0.0, + "TN": 16197, + "TP": 0, + "n_pred": 187, + "n_ref": 0 + }, + "3": { + "Dice": 0.8867289719626168, + "FN": 143, + "FP": 160, + "IoU": 0.796507723304231, + "TN": 14895, + "TP": 1186, + "n_pred": 1346, + "n_ref": 1329 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 401, + "IoU": 0.0, + "TN": 15983, + "TP": 0, + "n_pred": 401, + "n_ref": 0 + }, + "7": { + "Dice": 0.0024622960911049553, + "FN": 3241, + "FP": 0, + "IoU": 0.0012326656394453005, + "TN": 13139, + "TP": 4, + "n_pred": 4, + "n_ref": 3245 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 2083, + "FP": 0, + "IoU": 0.0, + "TN": 30685, + "TP": 0, + "n_pred": 0, + "n_ref": 2083 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4852426213106553, + "FN": 992, + "FP": 37, + "IoU": 0.3203434610303831, + "TN": 31254, + "TP": 485, + "n_pred": 522, + "n_ref": 1477 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 32766, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "9": { + "Dice": 0.5511469311841289, + "FN": 2842, + "FP": 54, + "IoU": 0.3804022250748823, + "TN": 28094, + "TP": 1778, + "n_pred": 1832, + "n_ref": 4620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5022317738469169, + "FN": 3011, + "FP": 0, + "IoU": 0.33532008830022075, + "TN": 28238, + "TP": 1519, + "n_pred": 1519, + "n_ref": 4530 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 355, + "IoU": 0.0, + "TN": 32413, + "TP": 0, + "n_pred": 355, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 32760, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 310, + "FP": 0, + "IoU": 0.0, + "TN": 32458, + "TP": 0, + "n_pred": 0, + "n_ref": 310 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 16383, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 3868, + "FP": 0, + "IoU": 0.0, + "TN": 28900, + "TP": 0, + "n_pred": 0, + "n_ref": 3868 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 32766, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 2327, + "FP": 0, + "IoU": 0.0, + "TN": 30441, + "TP": 0, + "n_pred": 0, + "n_ref": 2327 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.06291547958214624, + "FN": 7894, + "FP": 0, + "IoU": 0.03247947052334845, + "TN": 24609, + "TP": 265, + "n_pred": 265, + "n_ref": 8159 + }, + "7": { + "Dice": 0.0, + "FN": 689, + "FP": 0, + "IoU": 0.0, + "TN": 32079, + "TP": 0, + "n_pred": 0, + "n_ref": 689 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 16378, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2716, + "IoU": 0.0, + "TN": 13668, + "TP": 0, + "n_pred": 2716, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 70, + "IoU": 0.0, + "TN": 16314, + "TP": 0, + "n_pred": 70, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1183, + "IoU": 0.0, + "TN": 15201, + "TP": 0, + "n_pred": 1183, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.43216743659847273, + "FN": 6023, + "FP": 0, + "IoU": 0.2756464221286831, + "TN": 24453, + "TP": 2292, + "n_pred": 2292, + "n_ref": 8315 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.354639175257732, + "FN": 20, + "FP": 293, + "IoU": 0.21553884711779447, + "TN": 32369, + "TP": 86, + "n_pred": 379, + "n_ref": 106 + }, + "15": { + "Dice": 0.7516701110203297, + "FN": 24, + "FP": 5143, + "IoU": 0.6021406021406022, + "TN": 19781, + "TP": 7820, + "n_pred": 12963, + "n_ref": 7844 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 57, + "FP": 0, + "IoU": 0.0, + "TN": 32711, + "TP": 0, + "n_pred": 0, + "n_ref": 57 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 4534, + "IoU": 0.0, + "TN": 28234, + "TP": 0, + "n_pred": 4534, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.34324750394114556, + "FN": 6249, + "FP": 0, + "IoU": 0.20718091854859172, + "TN": 8502, + "TP": 1633, + "n_pred": 1633, + "n_ref": 7882 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1569, + "IoU": 0.0, + "TN": 14815, + "TP": 0, + "n_pred": 1569, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 82, + "IoU": 0.0, + "TN": 32686, + "TP": 0, + "n_pred": 82, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 453, + "IoU": 0.0, + "TN": 32315, + "TP": 0, + "n_pred": 453, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 32757, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8459986550100874, + "FN": 4348, + "FP": 3, + "IoU": 0.7331002331002331, + "TN": 16466, + "TP": 11951, + "n_pred": 11954, + "n_ref": 16299 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 46, + "IoU": 0.0, + "TN": 32722, + "TP": 0, + "n_pred": 46, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1345, + "IoU": 0.0, + "TN": 31423, + "TP": 0, + "n_pred": 1345, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 6, + "FP": 10, + "IoU": 0.0, + "TN": 32752, + "TP": 0, + "n_pred": 10, + "n_ref": 6 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 9851, + "FP": 0, + "IoU": 0.0, + "TN": 6533, + "TP": 0, + "n_pred": 0, + "n_ref": 9851 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 9473, + "IoU": 0.0, + "TN": 6911, + "TP": 0, + "n_pred": 9473, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0402.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 7268, + "FP": 0, + "IoU": 0.0, + "TN": 9116, + "TP": 0, + "n_pred": 0, + "n_ref": 7268 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 4200, + "IoU": 0.0, + "TN": 12184, + "TP": 0, + "n_pred": 4200, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0403.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.21837976304835094, + "FN": 1634, + "FP": 807, + "IoU": 0.12257368799424874, + "TN": 29986, + "TP": 341, + "n_pred": 1148, + "n_ref": 1975 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 1917, + "FP": 0, + "IoU": 0.0, + "TN": 30851, + "TP": 0, + "n_pred": 0, + "n_ref": 1917 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 2506, + "FP": 0, + "IoU": 0.0, + "TN": 30262, + "TP": 0, + "n_pred": 0, + "n_ref": 2506 + }, + "7": { + "Dice": 0.0, + "FN": 410, + "FP": 251, + "IoU": 0.0, + "TN": 32107, + "TP": 0, + "n_pred": 251, + "n_ref": 410 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 64, + "IoU": 0.0, + "TN": 32704, + "TP": 0, + "n_pred": 64, + "n_ref": 0 + }, + "9": { + "Dice": 0.14854111405835543, + "FN": 1581, + "FP": 345, + "IoU": 0.08022922636103152, + "TN": 30674, + "TP": 168, + "n_pred": 513, + "n_ref": 1749 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2867728/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": NaN, + "FN": 287.5671111111111, + "FP": 147.82044444444443, + "IoU": NaN, + "TN": 21302.23422222222, + "TP": 107.71155555555556, + "n_pred": 255.53199999999998, + "n_ref": 395.2786666666667 + }, + "mean": { + "1": { + "Dice": 0.11067939168987521, + "FN": 324.34666666666664, + "FP": 145.64666666666668, + "IoU": 0.08660989603616456, + "TN": 21219.786666666667, + "TP": 155.55333333333334, + "n_pred": 301.2, + "n_ref": 479.9 + }, + "10": { + "Dice": 0.07700410118302248, + "FN": 289.5733333333334, + "FP": 119.38, + "IoU": 0.05277533071405337, + "TN": 21400.56666666667, + "TP": 35.81333333333333, + "n_pred": 155.19333333333333, + "n_ref": 325.38666666666666 + }, + "11": { + "Dice": NaN, + "FN": 45.99333333333333, + "FP": 0.0, + "IoU": NaN, + "TN": 21799.340000000004, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 45.99333333333333 + }, + "12": { + "Dice": NaN, + "FN": 93.11333333333334, + "FP": 0.013333333333333332, + "IoU": NaN, + "TN": 21752.20666666667, + "TP": 0.0, + "n_pred": 0.013333333333333332, + "n_ref": 93.11333333333334 + }, + "13": { + "Dice": 0.0, + "FN": 166.35333333333332, + "FP": 15.746666666666666, + "IoU": 0.0, + "TN": 21663.233333333334, + "TP": 0.0, + "n_pred": 15.746666666666666, + "n_ref": 166.35333333333332 + }, + "14": { + "Dice": 0.1744360440836637, + "FN": 449.64, + "FP": 192.4733333333333, + "IoU": 0.12789417355207544, + "TN": 21097.333333333332, + "TP": 105.88666666666666, + "n_pred": 298.36, + "n_ref": 555.5266666666666 + }, + "15": { + "Dice": 0.2195594628046928, + "FN": 272.3666666666667, + "FP": 73.92666666666666, + "IoU": 0.1638551423683457, + "TN": 21374.766666666666, + "TP": 124.27333333333335, + "n_pred": 198.2, + "n_ref": 396.64 + }, + "2": { + "Dice": 0.02447913790080334, + "FN": 294.0, + "FP": 72.42666666666666, + "IoU": 0.01680759771454193, + "TN": 21464.480000000003, + "TP": 14.426666666666666, + "n_pred": 86.85333333333332, + "n_ref": 308.4266666666666 + }, + "3": { + "Dice": 0.15507127933985773, + "FN": 450.52, + "FP": 404.20000000000005, + "IoU": 0.1276148933510452, + "TN": 20615.306666666664, + "TP": 375.3066666666667, + "n_pred": 779.5066666666665, + "n_ref": 825.8266666666666 + }, + "4": { + "Dice": 0.043215567570572724, + "FN": 180.85333333333332, + "FP": 27.473333333333336, + "IoU": 0.030067447961922667, + "TN": 21614.226666666666, + "TP": 22.78, + "n_pred": 50.25333333333333, + "n_ref": 203.63333333333335 + }, + "5": { + "Dice": 0.0, + "FN": 189.7466666666667, + "FP": 0.0, + "IoU": 0.0, + "TN": 21655.586666666662, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 189.7466666666667 + }, + "6": { + "Dice": 0.16927107991025483, + "FN": 565.6333333333333, + "FP": 694.2933333333333, + "IoU": 0.13627345847214284, + "TN": 19941.773333333334, + "TP": 643.6333333333333, + "n_pred": 1337.9266666666667, + "n_ref": 1209.2666666666669 + }, + "7": { + "Dice": 0.053868877577852345, + "FN": 405.09333333333336, + "FP": 141.54666666666668, + "IoU": 0.03536042920927156, + "TN": 21243.073333333334, + "TP": 55.61999999999999, + "n_pred": 197.16666666666669, + "n_ref": 460.7133333333333 + }, + "8": { + "Dice": 0.07909822561301723, + "FN": 341.1733333333333, + "FP": 71.30666666666667, + "IoU": 0.05343625652450059, + "TN": 21403.086666666666, + "TP": 29.76666666666667, + "n_pred": 101.07333333333334, + "n_ref": 370.94 + }, + "9": { + "Dice": 0.08241365163114905, + "FN": 245.1, + "FP": 258.87333333333333, + "IoU": 0.05463180070980429, + "TN": 21288.746666666666, + "TP": 52.61333333333333, + "n_pred": 311.4866666666667, + "n_ref": 297.7133333333333 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/loop_001/summary.json b/nnActive_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/loop_001/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a893fa03a118e2c171f1edf4240310b24c9d1db3 --- /dev/null +++ b/nnActive_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/loop_001/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.20322709141206416, + "FN": 102684.04266666668, + "FP": 53285.24933333334, + "IoU": 0.13976512224225485, + "TN": 96217085.06, + "TP": 83906.488, + "n_pred": 137191.73733333332, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.46118590572362966, + "FN": 110598.0, + "FP": 66263.32, + "IoU": 0.3184747882150053, + "TN": 96196409.38, + "TP": 83690.14, + "n_pred": 149953.46, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.12112687546823624, + "FN": 64803.58, + "FP": 33534.62, + "IoU": 0.0699848497362942, + "TN": 96349203.66, + "TP": 9418.98, + "n_pred": 42953.6, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.0, + "FN": 3700.38, + "FP": 0.0, + "IoU": 0.0, + "TN": 96453260.46, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.0, + "FN": 4236.66, + "FP": 0.0, + "IoU": 0.0, + "TN": 96452724.18, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.01886668735680597, + "FN": 57132.1, + "FP": 3451.4, + "IoU": 0.009985082626452361, + "TN": 96395651.3, + "TP": 726.04, + "n_pred": 4177.44, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.3598276953647071, + "FN": 86055.86, + "FP": 90160.04, + "IoU": 0.24964017038222736, + "TN": 96228442.66, + "TP": 52302.28, + "n_pred": 142462.32, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.3232531477797076, + "FN": 31432.86, + "FP": 34139.28, + "IoU": 0.21608175809042598, + "TN": 96368774.52, + "TP": 22614.18, + "n_pred": 56753.46, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.07396371396069501, + "FN": 149884.94, + "FP": 5396.48, + "IoU": 0.042256104144270425, + "TN": 96294722.66, + "TP": 6956.76, + "n_pred": 12353.24, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.2591651772812995, + "FN": 108923.94, + "FP": 107572.0, + "IoU": 0.17319510918139325, + "TN": 96185986.26, + "TP": 54478.64, + "n_pred": 162050.64, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.3240073451797154, + "FN": 17059.68, + "FP": 11374.04, + "IoU": 0.22743799633718417, + "TN": 96419009.3, + "TP": 9517.82, + "n_pred": 20891.86, + "n_ref": 26577.5 + }, + "5": { + "Dice": 4.238455506813317e-06, + "FN": 17152.14, + "FP": 0.0, + "IoU": 2.1194478414483458e-06, + "TN": 96439808.68, + "TP": 0.02, + "n_pred": 0.02, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.7165659709021776, + "FN": 380517.82, + "FP": 392560.4, + "IoU": 0.565753932526143, + "TN": 94705176.82, + "TP": 978705.8, + "n_pred": 1371266.2, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.12543541702428412, + "FN": 315860.82, + "FP": 44237.12, + "IoU": 0.07125971979946803, + "TN": 96073799.06, + "TP": 23063.84, + "n_pred": 67300.96, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.16051107562268294, + "FN": 120912.86, + "FP": 3913.9, + "IoU": 0.09276432422040104, + "TN": 96320677.76, + "TP": 11456.32, + "n_pred": 15370.22, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.10449312106151419, + "FN": 71989.0, + "FP": 6676.14, + "IoU": 0.059640878926716205, + "TN": 96372629.2, + "TP": 5666.5, + "n_pred": 12342.64, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.49686456074547264, + "FN": 37583, + "FP": 74022, + "IoU": 0.3305520898315658, + "TN": 119426608, + "TP": 55107, + "n_pred": 129129, + "n_ref": 92690 + }, + "10": { + "Dice": 0.002850608945381056, + "FN": 75201, + "FP": 18546, + "IoU": 0.0014273388651590843, + "TN": 119499439, + "TP": 134, + "n_pred": 18680, + "n_ref": 75335 + }, + "11": { + "Dice": 0.0, + "FN": 3546, + "FP": 0, + "IoU": 0.0, + "TN": 119589774, + "TP": 0, + "n_pred": 0, + "n_ref": 3546 + }, + "12": { + "Dice": 0.0, + "FN": 4465, + "FP": 0, + "IoU": 0.0, + "TN": 119588855, + "TP": 0, + "n_pred": 0, + "n_ref": 4465 + }, + "13": { + "Dice": 0.021196063588190765, + "FN": 52127, + "FP": 6058, + "IoU": 0.010711553175210406, + "TN": 119534505, + "TP": 630, + "n_pred": 6688, + "n_ref": 52757 + }, + "14": { + "Dice": 0.19912148570598506, + "FN": 215957, + "FP": 37658, + "IoU": 0.110569082881221, + "TN": 119308177, + "TP": 31528, + "n_pred": 69186, + "n_ref": 247485 + }, + "15": { + "Dice": 0.126689449392112, + "FN": 21760, + "FP": 131313, + "IoU": 0.06762864243251145, + "TN": 119429144, + "TP": 11103, + "n_pred": 142416, + "n_ref": 32863 + }, + "2": { + "Dice": 0.0, + "FN": 140798, + "FP": 7828, + "IoU": 0.0, + "TN": 119444694, + "TP": 0, + "n_pred": 7828, + "n_ref": 140798 + }, + "3": { + "Dice": 0.5198508005822416, + "FN": 56094, + "FP": 155018, + "IoU": 0.3512151347896102, + "TN": 119267924, + "TP": 114284, + "n_pred": 269302, + "n_ref": 170378 + }, + "4": { + "Dice": 0.5374695204551612, + "FN": 47947, + "FP": 3269, + "IoU": 0.3674928679930347, + "TN": 119512347, + "TP": 29757, + "n_pred": 33026, + "n_ref": 77704 + }, + "5": { + "Dice": 0.0, + "FN": 64264, + "FP": 0, + "IoU": 0.0, + "TN": 119529056, + "TP": 0, + "n_pred": 0, + "n_ref": 64264 + }, + "6": { + "Dice": 0.7686216935585245, + "FN": 304492, + "FP": 223781, + "IoU": 0.6241962275425673, + "TN": 118187605, + "TP": 877442, + "n_pred": 1101223, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 79062, + "IoU": 0.0, + "TN": 119514258, + "TP": 0, + "n_pred": 79062, + "n_ref": 0 + }, + "8": { + "Dice": 0.03088810995484534, + "FN": 281979, + "FP": 1964, + "IoU": 0.0156863152932041, + "TN": 119304852, + "TP": 4525, + "n_pred": 6489, + "n_ref": 286504 + }, + "9": { + "Dice": 0.0479782995676867, + "FN": 74553, + "FP": 4064, + "IoU": 0.02457877366684037, + "TN": 119512722, + "TP": 1981, + "n_pred": 6045, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6104794824321185, + "FN": 101845, + "FP": 8817, + "IoU": 0.43934542506839597, + "TN": 72628280, + "TP": 86718, + "n_pred": 95535, + "n_ref": 188563 + }, + "10": { + "Dice": 0.10002568921458607, + "FN": 64752, + "FP": 1811, + "IoU": 0.0526458113916484, + "TN": 72755398, + "TP": 3699, + "n_pred": 5510, + "n_ref": 68451 + }, + "11": { + "Dice": 0.0, + "FN": 2247, + "FP": 0, + "IoU": 0.0, + "TN": 72823413, + "TP": 0, + "n_pred": 0, + "n_ref": 2247 + }, + "12": { + "Dice": 0.0, + "FN": 2874, + "FP": 0, + "IoU": 0.0, + "TN": 72822786, + "TP": 0, + "n_pred": 0, + "n_ref": 2874 + }, + "13": { + "Dice": 0.0, + "FN": 50183, + "FP": 402, + "IoU": 0.0, + "TN": 72775075, + "TP": 0, + "n_pred": 402, + "n_ref": 50183 + }, + "14": { + "Dice": 0.3414356319729656, + "FN": 49911, + "FP": 54156, + "IoU": 0.20586215316992765, + "TN": 72694616, + "TP": 26977, + "n_pred": 81133, + "n_ref": 76888 + }, + "15": { + "Dice": 0.3607657269481719, + "FN": 19037, + "FP": 64043, + "IoU": 0.22008185948706394, + "TN": 72719136, + "TP": 23444, + "n_pred": 87487, + "n_ref": 42481 + }, + "2": { + "Dice": 0.00010301616617979264, + "FN": 135836, + "FP": 51, + "IoU": 5.151073630918216e-05, + "TN": 72689766, + "TP": 7, + "n_pred": 58, + "n_ref": 135843 + }, + "3": { + "Dice": 0.5148099620748032, + "FN": 30294, + "FP": 152267, + "IoU": 0.3466290164415527, + "TN": 72546246, + "TP": 96853, + "n_pred": 249120, + "n_ref": 127147 + }, + "4": { + "Dice": 0.002719766877124818, + "FN": 26968, + "FP": 3833, + "IoU": 0.001361735239762669, + "TN": 72794817, + "TP": 42, + "n_pred": 3875, + "n_ref": 27010 + }, + "5": { + "Dice": 0.0, + "FN": 8639, + "FP": 0, + "IoU": 0.0, + "TN": 72817021, + "TP": 0, + "n_pred": 0, + "n_ref": 8639 + }, + "6": { + "Dice": 0.7452152175611281, + "FN": 330153, + "FP": 269963, + "IoU": 0.5938988326848249, + "TN": 71347910, + "TP": 877634, + "n_pred": 1147597, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.07009200118898305, + "FN": 229213, + "FP": 27317, + "IoU": 0.03631883034433016, + "TN": 72559462, + "TP": 9668, + "n_pred": 36985, + "n_ref": 238881 + }, + "8": { + "Dice": 0.0, + "FN": 58194, + "FP": 793, + "IoU": 0.0, + "TN": 72766673, + "TP": 0, + "n_pred": 793, + "n_ref": 58194 + }, + "9": { + "Dice": 0.005032249824382144, + "FN": 77788, + "FP": 113, + "IoU": 0.0025224717662424134, + "TN": 72747562, + "TP": 197, + "n_pred": 310, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3785141881240147, + "FN": 190891, + "FP": 36185, + "IoU": 0.23343663284114155, + "TN": 71513262, + "TP": 69150, + "n_pred": 105335, + "n_ref": 260041 + }, + "10": { + "Dice": 0.054040537349096314, + "FN": 89828, + "FP": 46358, + "IoU": 0.027770638796082128, + "TN": 71669412, + "TP": 3890, + "n_pred": 50248, + "n_ref": 93718 + }, + "11": { + "Dice": 0.0, + "FN": 3369, + "FP": 0, + "IoU": 0.0, + "TN": 71806119, + "TP": 0, + "n_pred": 0, + "n_ref": 3369 + }, + "12": { + "Dice": 0.0, + "FN": 6509, + "FP": 0, + "IoU": 0.0, + "TN": 71802979, + "TP": 0, + "n_pred": 0, + "n_ref": 6509 + }, + "13": { + "Dice": 0.1170891983721017, + "FN": 59197, + "FP": 11744, + "IoU": 0.062185207217925836, + "TN": 71733843, + "TP": 4704, + "n_pred": 16448, + "n_ref": 63901 + }, + "14": { + "Dice": 0.36556621696440894, + "FN": 404313, + "FP": 4768, + "IoU": 0.2236653578497701, + "TN": 71282549, + "TP": 117858, + "n_pred": 122626, + "n_ref": 522171 + }, + "15": { + "Dice": 0.06546928403799003, + "FN": 174428, + "FP": 3573, + "IoU": 0.03384246292798367, + "TN": 71625252, + "TP": 6235, + "n_pred": 9808, + "n_ref": 180663 + }, + "2": { + "Dice": 0.0, + "FN": 146874, + "FP": 253, + "IoU": 0.0, + "TN": 71662361, + "TP": 0, + "n_pred": 253, + "n_ref": 146874 + }, + "3": { + "Dice": 0.5608967820214102, + "FN": 54400, + "FP": 150075, + "IoU": 0.3897543796818575, + "TN": 71474418, + "TP": 130595, + "n_pred": 280670, + "n_ref": 184995 + }, + "4": { + "Dice": 0.5237457198153938, + "FN": 6939, + "FP": 5857, + "IoU": 0.354780153287616, + "TN": 71789656, + "TP": 7036, + "n_pred": 12893, + "n_ref": 13975 + }, + "5": { + "Dice": 0.0, + "FN": 10343, + "FP": 0, + "IoU": 0.0, + "TN": 71799145, + "TP": 0, + "n_pred": 0, + "n_ref": 10343 + }, + "6": { + "Dice": 0.78994444823251, + "FN": 217105, + "FP": 331253, + "IoU": 0.6528166802579128, + "TN": 70230040, + "TP": 1031090, + "n_pred": 1362343, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.45216109874887633, + "FN": 158432, + "FP": 27447, + "IoU": 0.29212413409650895, + "TN": 71546901, + "TP": 76708, + "n_pred": 104155, + "n_ref": 235140 + }, + "8": { + "Dice": 0.4070414460594206, + "FN": 57095, + "FP": 13237, + "IoU": 0.2555254466932001, + "TN": 71715016, + "TP": 24140, + "n_pred": 37377, + "n_ref": 81235 + }, + "9": { + "Dice": 0.25682089402676433, + "FN": 74060, + "FP": 7521, + "IoU": 0.14732903414613752, + "TN": 71713811, + "TP": 14096, + "n_pred": 21617, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6693858552229327, + "FN": 44500, + "FP": 123126, + "IoU": 0.5030653385509308, + "TN": 135108190, + "TP": 169694, + "n_pred": 292820, + "n_ref": 214194 + }, + "10": { + "Dice": 0.3053601199863535, + "FN": 61416, + "FP": 46497, + "IoU": 0.1801917466877355, + "TN": 135313878, + "TP": 23719, + "n_pred": 70216, + "n_ref": 85135 + }, + "11": { + "Dice": 0.0, + "FN": 3547, + "FP": 0, + "IoU": 0.0, + "TN": 135441963, + "TP": 0, + "n_pred": 0, + "n_ref": 3547 + }, + "12": { + "Dice": 0.0, + "FN": 5508, + "FP": 0, + "IoU": 0.0, + "TN": 135440002, + "TP": 0, + "n_pred": 0, + "n_ref": 5508 + }, + "13": { + "Dice": 0.1184025886120879, + "FN": 36987, + "FP": 16414, + "IoU": 0.06292663238984329, + "TN": 135388523, + "TP": 3586, + "n_pred": 20000, + "n_ref": 40573 + }, + "14": { + "Dice": 0.6132715518300926, + "FN": 43221, + "FP": 82639, + "IoU": 0.4422434346388719, + "TN": 135219856, + "TP": 99794, + "n_pred": 182433, + "n_ref": 143015 + }, + "15": { + "Dice": 0.37689438763435157, + "FN": 28208, + "FP": 48143, + "IoU": 0.2322057078498019, + "TN": 135346068, + "TP": 23091, + "n_pred": 71234, + "n_ref": 51299 + }, + "2": { + "Dice": 0.017921989952396186, + "FN": 207634, + "FP": 1144, + "IoU": 0.009042020476260543, + "TN": 135234827, + "TP": 1905, + "n_pred": 3049, + "n_ref": 209539 + }, + "3": { + "Dice": 0.4623411691966032, + "FN": 80301, + "FP": 260579, + "IoU": 0.30067864205939554, + "TN": 134958066, + "TP": 146564, + "n_pred": 407143, + "n_ref": 226865 + }, + "4": { + "Dice": 0.7461750305997552, + "FN": 12456, + "FP": 4134, + "IoU": 0.5951189749847468, + "TN": 135404535, + "TP": 24385, + "n_pred": 28519, + "n_ref": 36841 + }, + "5": { + "Dice": 0.0, + "FN": 28044, + "FP": 0, + "IoU": 0.0, + "TN": 135417466, + "TP": 0, + "n_pred": 0, + "n_ref": 28044 + }, + "6": { + "Dice": 0.7880610644954412, + "FN": 369671, + "FP": 325643, + "IoU": 0.6502481613624805, + "TN": 133457489, + "TP": 1292707, + "n_pred": 1618350, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.14748290175076062, + "FN": 178344, + "FP": 60111, + "IoU": 0.07961216762325296, + "TN": 135186429, + "TP": 20626, + "n_pred": 80737, + "n_ref": 198970 + }, + "8": { + "Dice": 0.11472123751208507, + "FN": 271830, + "FP": 2872, + "IoU": 0.06085107401342218, + "TN": 135153009, + "TP": 17799, + "n_pred": 20671, + "n_ref": 289629 + }, + "9": { + "Dice": 0.21800371737387797, + "FN": 85660, + "FP": 3113, + "IoU": 0.12233679693910843, + "TN": 135344363, + "TP": 12374, + "n_pred": 15487, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.24841145635493428, + "FN": 215341, + "FP": 31988, + "IoU": 0.1418206674485257, + "TN": 105465803, + "TP": 40873, + "n_pred": 72861, + "n_ref": 256214 + }, + "10": { + "Dice": 0.0, + "FN": 60485, + "FP": 1564, + "IoU": 0.0, + "TN": 105691956, + "TP": 0, + "n_pred": 1564, + "n_ref": 60485 + }, + "11": { + "Dice": 0.0, + "FN": 2469, + "FP": 0, + "IoU": 0.0, + "TN": 105751536, + "TP": 0, + "n_pred": 0, + "n_ref": 2469 + }, + "12": { + "Dice": 0.0, + "FN": 4404, + "FP": 0, + "IoU": 0.0, + "TN": 105749601, + "TP": 0, + "n_pred": 0, + "n_ref": 4404 + }, + "13": { + "Dice": 7.416105308695383e-05, + "FN": 80899, + "FP": 0, + "IoU": 3.708190155991199e-05, + "TN": 105673103, + "TP": 3, + "n_pred": 3, + "n_ref": 80902 + }, + "14": { + "Dice": 0.5781412504925615, + "FN": 62654, + "FP": 133261, + "IoU": 0.4066094826176241, + "TN": 105423843, + "TP": 134247, + "n_pred": 267508, + "n_ref": 196901 + }, + "15": { + "Dice": 0.37788905059075995, + "FN": 20272, + "FP": 4949, + "IoU": 0.23296128463246252, + "TN": 105721124, + "TP": 7660, + "n_pred": 12609, + "n_ref": 27932 + }, + "2": { + "Dice": 0.003737204824161346, + "FN": 152595, + "FP": 4687, + "IoU": 0.0018721006238220045, + "TN": 105596428, + "TP": 295, + "n_pred": 4982, + "n_ref": 152890 + }, + "3": { + "Dice": 0.0, + "FN": 171460, + "FP": 16200, + "IoU": 0.0, + "TN": 105566345, + "TP": 0, + "n_pred": 16200, + "n_ref": 171460 + }, + "4": { + "Dice": 0.19879236958581387, + "FN": 33825, + "FP": 22834, + "IoU": 0.11036616003014697, + "TN": 105690317, + "TP": 7029, + "n_pred": 29863, + "n_ref": 40854 + }, + "5": { + "Dice": 0.0, + "FN": 12365, + "FP": 0, + "IoU": 0.0, + "TN": 105741640, + "TP": 0, + "n_pred": 0, + "n_ref": 12365 + }, + "6": { + "Dice": 0.7263925778953608, + "FN": 495592, + "FP": 288635, + "IoU": 0.5703426073750382, + "TN": 103928767, + "TP": 1041011, + "n_pred": 1329646, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.11051802422888846, + "FN": 248143, + "FP": 77636, + "IoU": 0.05849117675959054, + "TN": 105407987, + "TP": 20239, + "n_pred": 97875, + "n_ref": 268382 + }, + "8": { + "Dice": 0.039914205145513734, + "FN": 86835, + "FP": 1346, + "IoU": 0.020363499011264913, + "TN": 105663991, + "TP": 1833, + "n_pred": 3179, + "n_ref": 88668 + }, + "9": { + "Dice": 0.0008166168354780502, + "FN": 74776, + "FP": 1085, + "IoU": 0.0004084752016022769, + "TN": 105678113, + "TP": 31, + "n_pred": 1116, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.24674311945044033, + "FN": 191868, + "FP": 182924, + "IoU": 0.14073415150271565, + "TN": 96701703, + "TP": 61385, + "n_pred": 244309, + "n_ref": 253253 + }, + "10": { + "Dice": 0.3948393526296475, + "FN": 53937, + "FP": 125806, + "IoU": 0.24598120647705343, + "TN": 96899500, + "TP": 58637, + "n_pred": 184443, + "n_ref": 112574 + }, + "11": { + "Dice": 0.0, + "FN": 3561, + "FP": 0, + "IoU": 0.0, + "TN": 97134319, + "TP": 0, + "n_pred": 0, + "n_ref": 3561 + }, + "12": { + "Dice": 0.0, + "FN": 4518, + "FP": 0, + "IoU": 0.0, + "TN": 97133362, + "TP": 0, + "n_pred": 0, + "n_ref": 4518 + }, + "13": { + "Dice": 0.0544282820843307, + "FN": 48419, + "FP": 2935, + "IoU": 0.027975469412477288, + "TN": 97085048, + "TP": 1478, + "n_pred": 4413, + "n_ref": 49897 + }, + "14": { + "Dice": 0.4736323855673725, + "FN": 148543, + "FP": 109115, + "IoU": 0.31030033727715617, + "TN": 96764300, + "TP": 115922, + "n_pred": 225037, + "n_ref": 264465 + }, + "15": { + "Dice": 0.003263332829732588, + "FN": 22264, + "FP": 43710, + "IoU": 0.0016343331012983867, + "TN": 97071798, + "TP": 108, + "n_pred": 43818, + "n_ref": 22372 + }, + "2": { + "Dice": 0.23456363838157132, + "FN": 118982, + "FP": 5158, + "IoU": 0.13286439742667347, + "TN": 96994719, + "TP": 19021, + "n_pred": 24179, + "n_ref": 138003 + }, + "3": { + "Dice": 0.005940971340153807, + "FN": 157434, + "FP": 186916, + "IoU": 0.0029793357442114317, + "TN": 96792501, + "TP": 1029, + "n_pred": 187945, + "n_ref": 158463 + }, + "4": { + "Dice": 0.5399184443770431, + "FN": 11475, + "FP": 15829, + "IoU": 0.3697864974033468, + "TN": 97094555, + "TP": 16021, + "n_pred": 31850, + "n_ref": 27496 + }, + "5": { + "Dice": 0.0, + "FN": 14633, + "FP": 0, + "IoU": 0.0, + "TN": 97123247, + "TP": 0, + "n_pred": 0, + "n_ref": 14633 + }, + "6": { + "Dice": 0.7158434283424613, + "FN": 417715, + "FP": 441791, + "IoU": 0.5574424833713842, + "TN": 95195746, + "TP": 1082628, + "n_pred": 1524419, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.2834203973899149, + "FN": 200239, + "FP": 72876, + "IoU": 0.16510763436718573, + "TN": 96810754, + "TP": 54011, + "n_pred": 126887, + "n_ref": 254250 + }, + "8": { + "Dice": 0.3294077587826414, + "FN": 100001, + "FP": 14225, + "IoU": 0.19718022785895517, + "TN": 96995599, + "TP": 28055, + "n_pred": 42280, + "n_ref": 128056 + }, + "9": { + "Dice": 0.2268037169293902, + "FN": 57084, + "FP": 21298, + "IoU": 0.12790671799550501, + "TN": 97048002, + "TP": 11496, + "n_pred": 32794, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5176605904619141, + "FN": 63693, + "FP": 140953, + "IoU": 0.34921866553033437, + "TN": 130452330, + "TP": 109816, + "n_pred": 250769, + "n_ref": 173509 + }, + "10": { + "Dice": 0.1288239463340946, + "FN": 68251, + "FP": 53434, + "IoU": 0.06884651290919944, + "TN": 130636110, + "TP": 8997, + "n_pred": 62431, + "n_ref": 77248 + }, + "11": { + "Dice": 0.0, + "FN": 4049, + "FP": 0, + "IoU": 0.0, + "TN": 130762743, + "TP": 0, + "n_pred": 0, + "n_ref": 4049 + }, + "12": { + "Dice": 0.0, + "FN": 3328, + "FP": 0, + "IoU": 0.0, + "TN": 130763464, + "TP": 0, + "n_pred": 0, + "n_ref": 3328 + }, + "13": { + "Dice": 0.0026975920024331222, + "FN": 61265, + "FP": 14154, + "IoU": 0.0013506177089816077, + "TN": 130691271, + "TP": 102, + "n_pred": 14256, + "n_ref": 61367 + }, + "14": { + "Dice": 0.8160942383782905, + "FN": 46502, + "FP": 4393, + "IoU": 0.6893236479062386, + "TN": 130602972, + "TP": 112925, + "n_pred": 117318, + "n_ref": 159427 + }, + "15": { + "Dice": 0.15052854122621565, + "FN": 26120, + "FP": 4015, + "IoU": 0.08139003200731595, + "TN": 130733987, + "TP": 2670, + "n_pred": 6685, + "n_ref": 28790 + }, + "2": { + "Dice": 0.0, + "FN": 166331, + "FP": 1116, + "IoU": 0.0, + "TN": 130599345, + "TP": 0, + "n_pred": 1116, + "n_ref": 166331 + }, + "3": { + "Dice": 0.4382588612718051, + "FN": 48020, + "FP": 254554, + "IoU": 0.2806219612225247, + "TN": 130346187, + "TP": 118031, + "n_pred": 372585, + "n_ref": 166051 + }, + "4": { + "Dice": 0.5565441097652482, + "FN": 16956, + "FP": 3729, + "IoU": 0.3855636417644438, + "TN": 130733127, + "TP": 12980, + "n_pred": 16709, + "n_ref": 29936 + }, + "5": { + "Dice": 0.0, + "FN": 31309, + "FP": 0, + "IoU": 0.0, + "TN": 130735483, + "TP": 0, + "n_pred": 0, + "n_ref": 31309 + }, + "6": { + "Dice": 0.8123889996163527, + "FN": 251867, + "FP": 249378, + "IoU": 0.6840531111230173, + "TN": 129180307, + "TP": 1085240, + "n_pred": 1334618, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.0388208000282876, + "FN": 435672, + "FP": 53623, + "IoU": 0.019794621536291808, + "TN": 130267616, + "TP": 9881, + "n_pred": 63504, + "n_ref": 445553 + }, + "8": { + "Dice": 0.0668197953643767, + "FN": 222218, + "FP": 1232, + "IoU": 0.034564700799308706, + "TN": 130535342, + "TP": 8000, + "n_pred": 9232, + "n_ref": 230218 + }, + "9": { + "Dice": 0.02277969190466699, + "FN": 100829, + "FP": 2128, + "IoU": 0.011521069155217604, + "TN": 130662635, + "TP": 1200, + "n_pred": 3328, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5218745535876845, + "FN": 107686, + "FP": 63011, + "IoU": 0.3530651304693866, + "TN": 71972153, + "TP": 93158, + "n_pred": 156169, + "n_ref": 200844 + }, + "10": { + "Dice": 0.0012130127882518421, + "FN": 62616, + "FP": 14783, + "IoU": 0.0006068744673708133, + "TN": 72158562, + "TP": 47, + "n_pred": 14830, + "n_ref": 62663 + }, + "11": { + "Dice": 0.0, + "FN": 2687, + "FP": 0, + "IoU": 0.0, + "TN": 72233321, + "TP": 0, + "n_pred": 0, + "n_ref": 2687 + }, + "12": { + "Dice": 0.0, + "FN": 4071, + "FP": 0, + "IoU": 0.0, + "TN": 72231937, + "TP": 0, + "n_pred": 0, + "n_ref": 4071 + }, + "13": { + "Dice": 0.003479564251492198, + "FN": 70308, + "FP": 4154, + "IoU": 0.0017428142428142428, + "TN": 72161416, + "TP": 130, + "n_pred": 4284, + "n_ref": 70438 + }, + "14": { + "Dice": 0.010038523633689797, + "FN": 70705, + "FP": 548605, + "IoU": 0.005044581894128043, + "TN": 71613558, + "TP": 3140, + "n_pred": 551745, + "n_ref": 73845 + }, + "15": { + "Dice": 0.11224452218744246, + "FN": 23744, + "FP": 48577, + "IoU": 0.05945924856618938, + "TN": 72159115, + "TP": 4572, + "n_pred": 53149, + "n_ref": 28316 + }, + "2": { + "Dice": 0.10628026295849961, + "FN": 119931, + "FP": 3918, + "IoU": 0.05612248786324526, + "TN": 72104795, + "TP": 7364, + "n_pred": 11282, + "n_ref": 127295 + }, + "3": { + "Dice": 0.23162953087082883, + "FN": 144097, + "FP": 16119, + "IoU": 0.13098473137526104, + "TN": 72051643, + "TP": 24149, + "n_pred": 40268, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 15219, + "IoU": 0.0, + "TN": 72220789, + "TP": 0, + "n_pred": 15219, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 8227, + "FP": 0, + "IoU": 0.0, + "TN": 72227781, + "TP": 0, + "n_pred": 0, + "n_ref": 8227 + }, + "6": { + "Dice": 0.6352583788486474, + "FN": 363948, + "FP": 954156, + "IoU": 0.4654788635468721, + "TN": 69770055, + "TP": 1147849, + "n_pred": 2102005, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.06125238544892663, + "FN": 325347, + "FP": 101142, + "IoU": 0.03159379023303656, + "TN": 71795605, + "TP": 13914, + "n_pred": 115056, + "n_ref": 339261 + }, + "8": { + "Dice": 0.2790982720084597, + "FN": 55966, + "FP": 4026, + "IoU": 0.16218141191257593, + "TN": 72164403, + "TP": 11613, + "n_pred": 15639, + "n_ref": 67579 + }, + "9": { + "Dice": 0.0, + "FN": 49620, + "FP": 5634, + "IoU": 0.0, + "TN": 72180754, + "TP": 0, + "n_pred": 5634, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.005772739508868484, + "FN": 88220, + "FP": 177700, + "IoU": 0.002894725001124893, + "TN": 52286428, + "TP": 772, + "n_pred": 178472, + "n_ref": 88992 + }, + "10": { + "Dice": 0.0, + "FN": 47184, + "FP": 501, + "IoU": 0.0, + "TN": 52505435, + "TP": 0, + "n_pred": 501, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0, + "FN": 2042, + "FP": 0, + "IoU": 0.0, + "TN": 52551078, + "TP": 0, + "n_pred": 0, + "n_ref": 2042 + }, + "12": { + "Dice": 0.0, + "FN": 4066, + "FP": 0, + "IoU": 0.0, + "TN": 52549054, + "TP": 0, + "n_pred": 0, + "n_ref": 4066 + }, + "13": { + "Dice": 0.0, + "FN": 21615, + "FP": 0, + "IoU": 0.0, + "TN": 52531505, + "TP": 0, + "n_pred": 0, + "n_ref": 21615 + }, + "14": { + "Dice": 0.0, + "FN": 55837, + "FP": 50848, + "IoU": 0.0, + "TN": 52446435, + "TP": 0, + "n_pred": 50848, + "n_ref": 55837 + }, + "15": { + "Dice": 0.1719919290986642, + "FN": 21902, + "FP": 10517, + "IoU": 0.09408707315710055, + "TN": 52517334, + "TP": 3367, + "n_pred": 13884, + "n_ref": 25269 + }, + "2": { + "Dice": 0.0, + "FN": 135076, + "FP": 0, + "IoU": 0.0, + "TN": 52418044, + "TP": 0, + "n_pred": 0, + "n_ref": 135076 + }, + "3": { + "Dice": 0.3230722658900406, + "FN": 112143, + "FP": 17555, + "IoU": 0.19265723818534933, + "TN": 52392472, + "TP": 30950, + "n_pred": 48505, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 0, + "IoU": 0.0, + "TN": 52551240, + "TP": 0, + "n_pred": 0, + "n_ref": 1880 + }, + "5": { + "Dice": 0.0, + "FN": 6282, + "FP": 0, + "IoU": 0.0, + "TN": 52546838, + "TP": 0, + "n_pred": 0, + "n_ref": 6282 + }, + "6": { + "Dice": 0.6743811305210244, + "FN": 280866, + "FP": 194209, + "IoU": 0.5087292781115019, + "TN": 51586087, + "TP": 491958, + "n_pred": 686167, + "n_ref": 772824 + }, + "7": { + "Dice": 0.008762186844378626, + "FN": 192212, + "FP": 556, + "IoU": 0.004400371862410908, + "TN": 52359500, + "TP": 852, + "n_pred": 1408, + "n_ref": 193064 + }, + "8": { + "Dice": 0.30805054664205594, + "FN": 48684, + "FP": 50, + "IoU": 0.1820684099224598, + "TN": 52493538, + "TP": 10848, + "n_pred": 10898, + "n_ref": 59532 + }, + "9": { + "Dice": 0.0014180339084248629, + "FN": 78033, + "FP": 2246, + "IoU": 0.0007095200159330811, + "TN": 52472784, + "TP": 57, + "n_pred": 2303, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.37885550344448454, + "FN": 182458, + "FP": 179104, + "IoU": 0.23369632025365283, + "TN": 143665424, + "TP": 110264, + "n_pred": 289368, + "n_ref": 292722 + }, + "10": { + "Dice": 0.3207695894486755, + "FN": 69386, + "FP": 52976, + "IoU": 0.19102178440382137, + "TN": 143985995, + "TP": 28893, + "n_pred": 81869, + "n_ref": 98279 + }, + "11": { + "Dice": 0.0, + "FN": 6619, + "FP": 0, + "IoU": 0.0, + "TN": 144130631, + "TP": 0, + "n_pred": 0, + "n_ref": 6619 + }, + "12": { + "Dice": 0.0, + "FN": 5646, + "FP": 0, + "IoU": 0.0, + "TN": 144131604, + "TP": 0, + "n_pred": 0, + "n_ref": 5646 + }, + "13": { + "Dice": 0.005779193004134785, + "FN": 103997, + "FP": 600, + "IoU": 0.002897970467393066, + "TN": 144032349, + "TP": 304, + "n_pred": 904, + "n_ref": 104301 + }, + "14": { + "Dice": 0.7923387214638566, + "FN": 139025, + "FP": 3061, + "IoU": 0.6560935053115916, + "TN": 143724097, + "TP": 271067, + "n_pred": 274128, + "n_ref": 410092 + }, + "15": { + "Dice": 0.03863835067828637, + "FN": 21981, + "FP": 12106, + "IoU": 0.01969975842632003, + "TN": 144102478, + "TP": 685, + "n_pred": 12791, + "n_ref": 22666 + }, + "2": { + "Dice": 0.0, + "FN": 138037, + "FP": 6807, + "IoU": 0.0, + "TN": 143992406, + "TP": 0, + "n_pred": 6807, + "n_ref": 138037 + }, + "3": { + "Dice": 0.5068626312559096, + "FN": 21421, + "FP": 275857, + "IoU": 0.33946148684380095, + "TN": 143687196, + "TP": 152776, + "n_pred": 428633, + "n_ref": 174197 + }, + "4": { + "Dice": 0.6807352599364686, + "FN": 16025, + "FP": 16941, + "IoU": 0.5159959477911057, + "TN": 144069139, + "TP": 35145, + "n_pred": 52086, + "n_ref": 51170 + }, + "5": { + "Dice": 0.0, + "FN": 32132, + "FP": 0, + "IoU": 0.0, + "TN": 144105118, + "TP": 0, + "n_pred": 0, + "n_ref": 32132 + }, + "6": { + "Dice": 0.7429848810840975, + "FN": 206929, + "FP": 589841, + "IoU": 0.5910707595345996, + "TN": 142188820, + "TP": 1151660, + "n_pred": 1741501, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.08346753756968874, + "FN": 235145, + "FP": 70470, + "IoU": 0.04355132991791094, + "TN": 143817719, + "TP": 13916, + "n_pred": 84386, + "n_ref": 249061 + }, + "8": { + "Dice": 0.29427376577294206, + "FN": 188480, + "FP": 6431, + "IoU": 0.17252109973338767, + "TN": 143901702, + "TP": 40637, + "n_pred": 47068, + "n_ref": 229117 + }, + "9": { + "Dice": 0.19973329600459733, + "FN": 80905, + "FP": 27716, + "IoU": 0.11094650340492404, + "TN": 144015074, + "TP": 13555, + "n_pred": 41271, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5532542249203911, + "FN": 102557, + "FP": 77440, + "IoU": 0.382412884454387, + "TN": 111487468, + "TP": 111455, + "n_pred": 188895, + "n_ref": 214012 + }, + "10": { + "Dice": 0.0050026055237102655, + "FN": 45834, + "FP": 20995, + "IoU": 0.0025075749660432556, + "TN": 111711923, + "TP": 168, + "n_pred": 21163, + "n_ref": 46002 + }, + "11": { + "Dice": 0.0, + "FN": 3795, + "FP": 0, + "IoU": 0.0, + "TN": 111775125, + "TP": 0, + "n_pred": 0, + "n_ref": 3795 + }, + "12": { + "Dice": 0.0, + "FN": 4660, + "FP": 0, + "IoU": 0.0, + "TN": 111774260, + "TP": 0, + "n_pred": 0, + "n_ref": 4660 + }, + "13": { + "Dice": 0.0, + "FN": 52943, + "FP": 19018, + "IoU": 0.0, + "TN": 111706959, + "TP": 0, + "n_pred": 19018, + "n_ref": 52943 + }, + "14": { + "Dice": 0.5567752669524724, + "FN": 28728, + "FP": 71970, + "IoU": 0.3857855635392141, + "TN": 111614974, + "TP": 63248, + "n_pred": 135218, + "n_ref": 91976 + }, + "15": { + "Dice": 0.12646341648113651, + "FN": 6557, + "FP": 51120, + "IoU": 0.06749983832374054, + "TN": 111717068, + "TP": 4175, + "n_pred": 55295, + "n_ref": 10732 + }, + "2": { + "Dice": 0.0, + "FN": 206309, + "FP": 258, + "IoU": 0.0, + "TN": 111572353, + "TP": 0, + "n_pred": 258, + "n_ref": 206309 + }, + "3": { + "Dice": 0.055343916526091184, + "FN": 58485, + "FP": 110633, + "IoU": 0.02845948802794246, + "TN": 111604848, + "TP": 4954, + "n_pred": 115587, + "n_ref": 63439 + }, + "4": { + "Dice": 0.6415107225788826, + "FN": 9286, + "FP": 1212, + "IoU": 0.4722236187220351, + "TN": 111759029, + "TP": 9393, + "n_pred": 10605, + "n_ref": 18679 + }, + "5": { + "Dice": 0.0, + "FN": 26416, + "FP": 0, + "IoU": 0.0, + "TN": 111752504, + "TP": 0, + "n_pred": 0, + "n_ref": 26416 + }, + "6": { + "Dice": 0.7322189670980535, + "FN": 498446, + "FP": 40112, + "IoU": 0.5775594902394199, + "TN": 110504047, + "TP": 736315, + "n_pred": 776427, + "n_ref": 1234761 + }, + "7": { + "Dice": 5.4771582937869465e-05, + "FN": 238385, + "FP": 17208, + "IoU": 2.7386541471048512e-05, + "TN": 111523320, + "TP": 7, + "n_pred": 17215, + "n_ref": 238392 + }, + "8": { + "Dice": 0.0035690771129332274, + "FN": 276750, + "FP": 201, + "IoU": 0.0017877288274877725, + "TN": 111501473, + "TP": 496, + "n_pred": 697, + "n_ref": 277246 + }, + "9": { + "Dice": 0.11421880227500836, + "FN": 75218, + "FP": 4210, + "IoU": 0.06056842777560941, + "TN": 111694371, + "TP": 5121, + "n_pred": 9331, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3767174689119716, + "FN": 111692, + "FP": 66042, + "IoU": 0.23207141190601696, + "TN": 198856429, + "TP": 53712, + "n_pred": 119754, + "n_ref": 165404 + }, + "10": { + "Dice": 0.002277378552633604, + "FN": 63053, + "FP": 1786, + "IoU": 0.001139987367707547, + "TN": 199022962, + "TP": 74, + "n_pred": 1860, + "n_ref": 63127 + }, + "11": { + "Dice": 0.0, + "FN": 4435, + "FP": 0, + "IoU": 0.0, + "TN": 199083440, + "TP": 0, + "n_pred": 0, + "n_ref": 4435 + }, + "12": { + "Dice": 0.0, + "FN": 3335, + "FP": 0, + "IoU": 0.0, + "TN": 199084540, + "TP": 0, + "n_pred": 0, + "n_ref": 3335 + }, + "13": { + "Dice": 0.0, + "FN": 35594, + "FP": 0, + "IoU": 0.0, + "TN": 199052281, + "TP": 0, + "n_pred": 0, + "n_ref": 35594 + }, + "14": { + "Dice": 0.00646076744256257, + "FN": 46627, + "FP": 52100, + "IoU": 0.0032408529197964623, + "TN": 198988827, + "TP": 321, + "n_pred": 52421, + "n_ref": 46948 + }, + "15": { + "Dice": 0.32138839787883655, + "FN": 111566, + "FP": 2455, + "IoU": 0.19146084625694046, + "TN": 198946854, + "TP": 27000, + "n_pred": 29455, + "n_ref": 138566 + }, + "2": { + "Dice": 0.0, + "FN": 129578, + "FP": 9, + "IoU": 0.0, + "TN": 198958288, + "TP": 0, + "n_pred": 9, + "n_ref": 129578 + }, + "3": { + "Dice": 0.6215485697497396, + "FN": 22474, + "FP": 119222, + "IoU": 0.45090349656853435, + "TN": 198829822, + "TP": 116357, + "n_pred": 235579, + "n_ref": 138831 + }, + "4": { + "Dice": 0.0, + "FN": 17120, + "FP": 334, + "IoU": 0.0, + "TN": 199070421, + "TP": 0, + "n_pred": 334, + "n_ref": 17120 + }, + "5": { + "Dice": 0.0, + "FN": 20068, + "FP": 0, + "IoU": 0.0, + "TN": 199067807, + "TP": 0, + "n_pred": 0, + "n_ref": 20068 + }, + "6": { + "Dice": 0.7686419098257621, + "FN": 263785, + "FP": 272724, + "IoU": 0.6242228933721454, + "TN": 197660143, + "TP": 891223, + "n_pred": 1163947, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.049487031976604826, + "FN": 152047, + "FP": 6567, + "IoU": 0.025371290931099955, + "TN": 198925132, + "TP": 4129, + "n_pred": 10696, + "n_ref": 156176 + }, + "8": { + "Dice": 0.16828833767301632, + "FN": 107303, + "FP": 1939, + "IoU": 0.09187490647912615, + "TN": 198967581, + "TP": 11052, + "n_pred": 12991, + "n_ref": 118355 + }, + "9": { + "Dice": 0.010504949447335763, + "FN": 102853, + "FP": 6, + "IoU": 0.005280208887384556, + "TN": 198984470, + "TP": 546, + "n_pred": 552, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5377485797426599, + "FN": 87541, + "FP": 78937, + "IoU": 0.36775384334933464, + "TN": 130811880, + "TP": 96834, + "n_pred": 175771, + "n_ref": 184375 + }, + "10": { + "Dice": 0.27218078592897693, + "FN": 50936, + "FP": 119052, + "IoU": 0.15752850976096902, + "TN": 130873419, + "TP": 31785, + "n_pred": 150837, + "n_ref": 82721 + }, + "11": { + "Dice": 0.0, + "FN": 4071, + "FP": 0, + "IoU": 0.0, + "TN": 131071121, + "TP": 0, + "n_pred": 0, + "n_ref": 4071 + }, + "12": { + "Dice": 0.0, + "FN": 4635, + "FP": 0, + "IoU": 0.0, + "TN": 131070557, + "TP": 0, + "n_pred": 0, + "n_ref": 4635 + }, + "13": { + "Dice": 0.05298138804916842, + "FN": 87643, + "FP": 2266, + "IoU": 0.027211546784385008, + "TN": 130982768, + "TP": 2515, + "n_pred": 4781, + "n_ref": 90158 + }, + "14": { + "Dice": 0.04202451588127505, + "FN": 47749, + "FP": 356372, + "IoU": 0.02146324927055462, + "TN": 130662207, + "TP": 8864, + "n_pred": 365236, + "n_ref": 56613 + }, + "15": { + "Dice": 0.36982271032541153, + "FN": 12998, + "FP": 36694, + "IoU": 0.2268604235059823, + "TN": 131010919, + "TP": 14581, + "n_pred": 51275, + "n_ref": 27579 + }, + "2": { + "Dice": 0.16126370656150954, + "FN": 146086, + "FP": 1311, + "IoU": 0.08770355332462694, + "TN": 130913625, + "TP": 14170, + "n_pred": 15481, + "n_ref": 160256 + }, + "3": { + "Dice": 0.3785879722987221, + "FN": 124360, + "FP": 91352, + "IoU": 0.23349276175991926, + "TN": 130793770, + "TP": 65710, + "n_pred": 157062, + "n_ref": 190070 + }, + "4": { + "Dice": 0.753593378065672, + "FN": 27650, + "FP": 2059, + "IoU": 0.6046127843064187, + "TN": 131000053, + "TP": 45430, + "n_pred": 47489, + "n_ref": 73080 + }, + "5": { + "Dice": 0.0, + "FN": 14699, + "FP": 0, + "IoU": 0.0, + "TN": 131060493, + "TP": 0, + "n_pred": 0, + "n_ref": 14699 + }, + "6": { + "Dice": 0.582459053263832, + "FN": 235241, + "FP": 1532133, + "IoU": 0.41089398835703533, + "TN": 128075097, + "TP": 1232721, + "n_pred": 2764854, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.030228244840146565, + "FN": 763171, + "FP": 135115, + "IoU": 0.015346064720931814, + "TN": 130162906, + "TP": 14000, + "n_pred": 149115, + "n_ref": 777171 + }, + "8": { + "Dice": 0.327695285685131, + "FN": 101693, + "FP": 7018, + "IoU": 0.19595429163122666, + "TN": 130939987, + "TP": 26494, + "n_pred": 33512, + "n_ref": 128187 + }, + "9": { + "Dice": 0.031160612315461907, + "FN": 64056, + "FP": 28411, + "IoU": 0.0158268940119633, + "TN": 130981238, + "TP": 1487, + "n_pred": 29898, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.622161662223585, + "FN": 89745, + "FP": 63043, + "IoU": 0.45154910062064535, + "TN": 101338619, + "TP": 125793, + "n_pred": 188836, + "n_ref": 215538 + }, + "10": { + "Dice": 0.2042578392868275, + "FN": 32717, + "FP": 69399, + "IoU": 0.11374563885369114, + "TN": 101501978, + "TP": 13106, + "n_pred": 82505, + "n_ref": 45823 + }, + "11": { + "Dice": 0.0, + "FN": 4959, + "FP": 0, + "IoU": 0.0, + "TN": 101612241, + "TP": 0, + "n_pred": 0, + "n_ref": 4959 + }, + "12": { + "Dice": 0.0, + "FN": 5490, + "FP": 0, + "IoU": 0.0, + "TN": 101611710, + "TP": 0, + "n_pred": 0, + "n_ref": 5490 + }, + "13": { + "Dice": 0.016762637942541403, + "FN": 59544, + "FP": 3805, + "IoU": 0.00845215921363615, + "TN": 101553311, + "TP": 540, + "n_pred": 4345, + "n_ref": 60084 + }, + "14": { + "Dice": 0.6022431804544826, + "FN": 22626, + "FP": 29080, + "IoU": 0.430864061640066, + "TN": 101526350, + "TP": 39144, + "n_pred": 68224, + "n_ref": 61770 + }, + "15": { + "Dice": 0.3853238161559889, + "FN": 11133, + "FP": 59481, + "IoU": 0.2386384465265723, + "TN": 101524453, + "TP": 22133, + "n_pred": 81614, + "n_ref": 33266 + }, + "2": { + "Dice": 0.0, + "FN": 172343, + "FP": 628, + "IoU": 0.0, + "TN": 101444229, + "TP": 0, + "n_pred": 628, + "n_ref": 172343 + }, + "3": { + "Dice": 0.6349593445612906, + "FN": 19097, + "FP": 157832, + "IoU": 0.4651578266415966, + "TN": 101286394, + "TP": 153877, + "n_pred": 311709, + "n_ref": 172974 + }, + "4": { + "Dice": 0.0, + "FN": 16213, + "FP": 20474, + "IoU": 0.0, + "TN": 101580513, + "TP": 0, + "n_pred": 20474, + "n_ref": 16213 + }, + "5": { + "Dice": 0.0, + "FN": 30371, + "FP": 0, + "IoU": 0.0, + "TN": 101586829, + "TP": 0, + "n_pred": 0, + "n_ref": 30371 + }, + "6": { + "Dice": 0.6992419313406921, + "FN": 414924, + "FP": 547494, + "IoU": 0.5375649386218309, + "TN": 99536004, + "TP": 1118778, + "n_pred": 1666272, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.07120248040929991, + "FN": 410241, + "FP": 48689, + "IoU": 0.036915476967436904, + "TN": 101140679, + "TP": 17591, + "n_pred": 66280, + "n_ref": 427832 + }, + "8": { + "Dice": 0.19969851733525323, + "FN": 205316, + "FP": 8110, + "IoU": 0.11092504186558025, + "TN": 101377146, + "TP": 26628, + "n_pred": 34738, + "n_ref": 231944 + }, + "9": { + "Dice": 0.254478334543694, + "FN": 68383, + "FP": 5531, + "IoU": 0.14578927296051034, + "TN": 101530671, + "TP": 12615, + "n_pred": 18146, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.32471276733078014, + "FN": 170086, + "FP": 2537, + "IoU": 0.1938251309976369, + "TN": 118968086, + "TP": 41503, + "n_pred": 44040, + "n_ref": 211589 + }, + "10": { + "Dice": 0.08916866170520342, + "FN": 74919, + "FP": 44164, + "IoU": 0.04666485205584732, + "TN": 119057300, + "TP": 5829, + "n_pred": 49993, + "n_ref": 80748 + }, + "11": { + "Dice": 0.0, + "FN": 4038, + "FP": 0, + "IoU": 0.0, + "TN": 119178174, + "TP": 0, + "n_pred": 0, + "n_ref": 4038 + }, + "12": { + "Dice": 0.0, + "FN": 4135, + "FP": 0, + "IoU": 0.0, + "TN": 119178077, + "TP": 0, + "n_pred": 0, + "n_ref": 4135 + }, + "13": { + "Dice": 0.0, + "FN": 33075, + "FP": 1788, + "IoU": 0.0, + "TN": 119147349, + "TP": 0, + "n_pred": 1788, + "n_ref": 33075 + }, + "14": { + "Dice": 0.0423739837398374, + "FN": 63261, + "FP": 54527, + "IoU": 0.02164559695665897, + "TN": 119061818, + "TP": 2606, + "n_pred": 57133, + "n_ref": 65867 + }, + "15": { + "Dice": 0.22397639835745325, + "FN": 17911, + "FP": 1554, + "IoU": 0.12611116099488193, + "TN": 119159938, + "TP": 2809, + "n_pred": 4363, + "n_ref": 20720 + }, + "2": { + "Dice": 0.11134586261973478, + "FN": 181391, + "FP": 11670, + "IoU": 0.058955136578993546, + "TN": 118977056, + "TP": 12095, + "n_pred": 23765, + "n_ref": 193486 + }, + "3": { + "Dice": 0.024903900185486317, + "FN": 194496, + "FP": 1589, + "IoU": 0.012608956185891465, + "TN": 118983623, + "TP": 2504, + "n_pred": 4093, + "n_ref": 197000 + }, + "4": { + "Dice": 0.23279384172964632, + "FN": 36699, + "FP": 7054, + "IoU": 0.13172987239784884, + "TN": 119131821, + "TP": 6638, + "n_pred": 13692, + "n_ref": 43337 + }, + "5": { + "Dice": 0.0, + "FN": 17722, + "FP": 0, + "IoU": 0.0, + "TN": 119164490, + "TP": 0, + "n_pred": 0, + "n_ref": 17722 + }, + "6": { + "Dice": 0.6853334708493392, + "FN": 589344, + "FP": 466287, + "IoU": 0.5212983335721632, + "TN": 116977016, + "TP": 1149565, + "n_pred": 1615852, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.05620483029914921, + "FN": 287796, + "FP": 42336, + "IoU": 0.028914996381948572, + "TN": 118842250, + "TP": 9830, + "n_pred": 52166, + "n_ref": 297626 + }, + "8": { + "Dice": 0.07140342229420463, + "FN": 79122, + "FP": 0, + "IoU": 0.037023513947714325, + "TN": 119100048, + "TP": 3042, + "n_pred": 3042, + "n_ref": 82164 + }, + "9": { + "Dice": 0.012841751688050544, + "FN": 84959, + "FP": 1444, + "IoU": 0.006462369918932904, + "TN": 119095247, + "TP": 562, + "n_pred": 2006, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 9069, + "IoU": 0.0, + "TN": 61323411, + "TP": 0, + "n_pred": 9069, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 34428, + "FP": 28, + "IoU": 0.0, + "TN": 61298024, + "TP": 0, + "n_pred": 28, + "n_ref": 34428 + }, + "11": { + "Dice": 0.0, + "FN": 3864, + "FP": 0, + "IoU": 0.0, + "TN": 61328616, + "TP": 0, + "n_pred": 0, + "n_ref": 3864 + }, + "12": { + "Dice": 0.0, + "FN": 4850, + "FP": 0, + "IoU": 0.0, + "TN": 61327630, + "TP": 0, + "n_pred": 0, + "n_ref": 4850 + }, + "13": { + "Dice": 0.0, + "FN": 52696, + "FP": 0, + "IoU": 0.0, + "TN": 61279784, + "TP": 0, + "n_pred": 0, + "n_ref": 52696 + }, + "14": { + "Dice": 0.3973612197523739, + "FN": 192091, + "FP": 45970, + "IoU": 0.24794184731445035, + "TN": 61015934, + "TP": 78485, + "n_pred": 124455, + "n_ref": 270576 + }, + "15": { + "Dice": 0.5597975189825953, + "FN": 53440, + "FP": 16999, + "IoU": 0.38869362215452974, + "TN": 61217253, + "TP": 44788, + "n_pred": 61787, + "n_ref": 98228 + }, + "2": { + "Dice": 0.0693123781501549, + "FN": 155147, + "FP": 477, + "IoU": 0.03590035869383406, + "TN": 61171061, + "TP": 5795, + "n_pred": 6272, + "n_ref": 160942 + }, + "3": { + "Dice": 0.0, + "FN": 128645, + "FP": 25832, + "IoU": 0.0, + "TN": 61178003, + "TP": 0, + "n_pred": 25832, + "n_ref": 128645 + }, + "4": { + "Dice": 0.34737219730941704, + "FN": 32506, + "FP": 3878, + "IoU": 0.21019384809082423, + "TN": 61286413, + "TP": 9683, + "n_pred": 13561, + "n_ref": 42189 + }, + "5": { + "Dice": 0.0, + "FN": 8572, + "FP": 0, + "IoU": 0.0, + "TN": 61323908, + "TP": 0, + "n_pred": 0, + "n_ref": 8572 + }, + "6": { + "Dice": 0.7641130822677725, + "FN": 220885, + "FP": 387394, + "IoU": 0.6182710337850897, + "TN": 59738996, + "TP": 985205, + "n_pred": 1372599, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.09514346766884785, + "FN": 192784, + "FP": 24872, + "IoU": 0.04994783914377627, + "TN": 61103381, + "TP": 11443, + "n_pred": 36315, + "n_ref": 204227 + }, + "8": { + "Dice": 0.00797169925613627, + "FN": 81884, + "FP": 0, + "IoU": 0.004001800201914539, + "TN": 61250267, + "TP": 329, + "n_pred": 329, + "n_ref": 82213 + }, + "9": { + "Dice": 0.0, + "FN": 63374, + "FP": 0, + "IoU": 0.0, + "TN": 61269106, + "TP": 0, + "n_pred": 0, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7550578493503854, + "FN": 58251, + "FP": 18895, + "IoU": 0.6065003493988809, + "TN": 148911449, + "TP": 118905, + "n_pred": 137800, + "n_ref": 177156 + }, + "10": { + "Dice": 0.0017221707962887219, + "FN": 72722, + "FP": 20024, + "IoU": 0.0008618275052248292, + "TN": 149014674, + "TP": 80, + "n_pred": 20104, + "n_ref": 72802 + }, + "11": { + "Dice": 0.0, + "FN": 2604, + "FP": 0, + "IoU": 0.0, + "TN": 149104896, + "TP": 0, + "n_pred": 0, + "n_ref": 2604 + }, + "12": { + "Dice": 0.0, + "FN": 2097, + "FP": 0, + "IoU": 0.0, + "TN": 149105403, + "TP": 0, + "n_pred": 0, + "n_ref": 2097 + }, + "13": { + "Dice": 0.0, + "FN": 84367, + "FP": 3027, + "IoU": 0.0, + "TN": 149020106, + "TP": 0, + "n_pred": 3027, + "n_ref": 84367 + }, + "14": { + "Dice": 0.38270309683430215, + "FN": 45828, + "FP": 106561, + "IoU": 0.236631317406964, + "TN": 148907873, + "TP": 47238, + "n_pred": 153799, + "n_ref": 93066 + }, + "15": { + "Dice": 0.3933534478989024, + "FN": 15554, + "FP": 53813, + "IoU": 0.24482886256749695, + "TN": 149015644, + "TP": 22489, + "n_pred": 76302, + "n_ref": 38043 + }, + "2": { + "Dice": 0.002393641888733053, + "FN": 156812, + "FP": 3229, + "IoU": 0.0011982550410964033, + "TN": 148947267, + "TP": 192, + "n_pred": 3421, + "n_ref": 157004 + }, + "3": { + "Dice": 0.018407658429810913, + "FN": 57992, + "FP": 165334, + "IoU": 0.009289326590364652, + "TN": 148882080, + "TP": 2094, + "n_pred": 167428, + "n_ref": 60086 + }, + "4": { + "Dice": 0.6956042579837195, + "FN": 11947, + "FP": 206, + "IoU": 0.5332770075655747, + "TN": 149081461, + "TP": 13886, + "n_pred": 14092, + "n_ref": 25833 + }, + "5": { + "Dice": 0.0, + "FN": 33716, + "FP": 0, + "IoU": 0.0, + "TN": 149073784, + "TP": 0, + "n_pred": 0, + "n_ref": 33716 + }, + "6": { + "Dice": 0.7176929486517022, + "FN": 387285, + "FP": 178178, + "IoU": 0.5596888419954292, + "TN": 147823265, + "TP": 718772, + "n_pred": 896950, + "n_ref": 1106057 + }, + "7": { + "Dice": 1.1065710958096919e-05, + "FN": 275131, + "FP": 86342, + "IoU": 5.532886091707587e-06, + "TN": 148746025, + "TP": 2, + "n_pred": 86344, + "n_ref": 275133 + }, + "8": { + "Dice": 0.07310210827792428, + "FN": 220376, + "FP": 19, + "IoU": 0.037937717712998614, + "TN": 148878414, + "TP": 8691, + "n_pred": 8710, + "n_ref": 229067 + }, + "9": { + "Dice": 2.2856620420104685e-05, + "FN": 87486, + "FP": 14, + "IoU": 1.1428440817819225e-05, + "TN": 149019999, + "TP": 1, + "n_pred": 15, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3055988001060644, + "FN": 421175, + "FP": 5688, + "IoU": 0.18035799321034118, + "TN": 100192008, + "TP": 93929, + "n_pred": 99617, + "n_ref": 515104 + }, + "10": { + "Dice": 0.05839295314503122, + "FN": 37059, + "FP": 8479, + "IoU": 0.03007454739084132, + "TN": 100665850, + "TP": 1412, + "n_pred": 9891, + "n_ref": 38471 + }, + "11": { + "Dice": 0.0, + "FN": 3481, + "FP": 0, + "IoU": 0.0, + "TN": 100709319, + "TP": 0, + "n_pred": 0, + "n_ref": 3481 + }, + "12": { + "Dice": 0.0, + "FN": 5873, + "FP": 0, + "IoU": 0.0, + "TN": 100706927, + "TP": 0, + "n_pred": 0, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0, + "FN": 39155, + "FP": 60, + "IoU": 0.0, + "TN": 100673585, + "TP": 0, + "n_pred": 60, + "n_ref": 39155 + }, + "14": { + "Dice": 0.15749066480138796, + "FN": 116632, + "FP": 282051, + "IoU": 0.08547618282998352, + "TN": 100276854, + "TP": 37263, + "n_pred": 319314, + "n_ref": 153895 + }, + "15": { + "Dice": 0.6058110973277255, + "FN": 33977, + "FP": 45782, + "IoU": 0.4345258351766774, + "TN": 100571752, + "TP": 61289, + "n_pred": 107071, + "n_ref": 95266 + }, + "2": { + "Dice": 0.0, + "FN": 233156, + "FP": 0, + "IoU": 0.0, + "TN": 100479644, + "TP": 0, + "n_pred": 0, + "n_ref": 233156 + }, + "3": { + "Dice": 0.0, + "FN": 223945, + "FP": 1370, + "IoU": 0.0, + "TN": 100487485, + "TP": 0, + "n_pred": 1370, + "n_ref": 223945 + }, + "4": { + "Dice": 0.0, + "FN": 57652, + "FP": 6617, + "IoU": 0.0, + "TN": 100648531, + "TP": 0, + "n_pred": 6617, + "n_ref": 57652 + }, + "5": { + "Dice": 0.0, + "FN": 16473, + "FP": 0, + "IoU": 0.0, + "TN": 100696327, + "TP": 0, + "n_pred": 0, + "n_ref": 16473 + }, + "6": { + "Dice": 0.4149043006522096, + "FN": 1430069, + "FP": 397588, + "IoU": 0.26175347067241916, + "TN": 98237127, + "TP": 648016, + "n_pred": 1045604, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.13392585583454428, + "FN": 156446, + "FP": 48578, + "IoU": 0.07176877524040638, + "TN": 100491924, + "TP": 15852, + "n_pred": 64430, + "n_ref": 172298 + }, + "8": { + "Dice": 0.013138767751313877, + "FN": 105295, + "FP": 611, + "IoU": 0.006612826068604553, + "TN": 100606189, + "TP": 705, + "n_pred": 1316, + "n_ref": 106000 + }, + "9": { + "Dice": 0.0, + "FN": 101855, + "FP": 653, + "IoU": 0.0, + "TN": 100610292, + "TP": 0, + "n_pred": 653, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2868547814461084, + "FN": 55413, + "FP": 56068, + "IoU": 0.16744335409478575, + "TN": 78816798, + "TP": 22421, + "n_pred": 78489, + "n_ref": 77834 + }, + "10": { + "Dice": 0.021133915870757976, + "FN": 38528, + "FP": 8, + "IoU": 0.010679811049496817, + "TN": 78911748, + "TP": 416, + "n_pred": 424, + "n_ref": 38944 + }, + "11": { + "Dice": 0.0, + "FN": 1368, + "FP": 0, + "IoU": 0.0, + "TN": 78949332, + "TP": 0, + "n_pred": 0, + "n_ref": 1368 + }, + "12": { + "Dice": 0.0, + "FN": 2560, + "FP": 0, + "IoU": 0.0, + "TN": 78948140, + "TP": 0, + "n_pred": 0, + "n_ref": 2560 + }, + "13": { + "Dice": 0.0, + "FN": 59405, + "FP": 0, + "IoU": 0.0, + "TN": 78891295, + "TP": 0, + "n_pred": 0, + "n_ref": 59405 + }, + "14": { + "Dice": 0.14044099330865237, + "FN": 19094, + "FP": 80975, + "IoU": 0.07552381656258084, + "TN": 78842456, + "TP": 8175, + "n_pred": 89150, + "n_ref": 27269 + }, + "15": { + "Dice": 0.7029751566865514, + "FN": 21881, + "FP": 9587, + "IoU": 0.5419905102902222, + "TN": 78881994, + "TP": 37238, + "n_pred": 46825, + "n_ref": 59119 + }, + "2": { + "Dice": 1.9931237231551148e-05, + "FN": 100120, + "FP": 223, + "IoU": 9.9657179303197e-06, + "TN": 78850356, + "TP": 1, + "n_pred": 224, + "n_ref": 100121 + }, + "3": { + "Dice": 0.29679733834803995, + "FN": 59030, + "FP": 62501, + "IoU": 0.1742583810080311, + "TN": 78803522, + "TP": 25647, + "n_pred": 88148, + "n_ref": 84677 + }, + "4": { + "Dice": 0.45636865296709633, + "FN": 11587, + "FP": 1614, + "IoU": 0.29564614235407105, + "TN": 78931958, + "TP": 5541, + "n_pred": 7155, + "n_ref": 17128 + }, + "5": { + "Dice": 0.0, + "FN": 34798, + "FP": 0, + "IoU": 0.0, + "TN": 78915902, + "TP": 0, + "n_pred": 0, + "n_ref": 34798 + }, + "6": { + "Dice": 0.5940418348872741, + "FN": 391770, + "FP": 39196, + "IoU": 0.4225174330415767, + "TN": 78204416, + "TP": 315318, + "n_pred": 354514, + "n_ref": 707088 + }, + "7": { + "Dice": 0.005945048396841658, + "FN": 718963, + "FP": 28, + "IoU": 0.002981386441763816, + "TN": 78229559, + "TP": 2150, + "n_pred": 2178, + "n_ref": 721113 + }, + "8": { + "Dice": 0.011823091957715482, + "FN": 329139, + "FP": 0, + "IoU": 0.005946700170337171, + "TN": 78619592, + "TP": 1969, + "n_pred": 1969, + "n_ref": 331108 + }, + "9": { + "Dice": 0.0, + "FN": 57048, + "FP": 0, + "IoU": 0.0, + "TN": 78893652, + "TP": 0, + "n_pred": 0, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6622893652303266, + "FN": 39567, + "FP": 71221, + "IoU": 0.49509164988013965, + "TN": 104785018, + "TP": 108634, + "n_pred": 179855, + "n_ref": 148201 + }, + "10": { + "Dice": 0.3126205803136521, + "FN": 62685, + "FP": 45270, + "IoU": 0.18526987864517297, + "TN": 104871936, + "TP": 24549, + "n_pred": 69819, + "n_ref": 87234 + }, + "11": { + "Dice": 0.0, + "FN": 4331, + "FP": 0, + "IoU": 0.0, + "TN": 105000109, + "TP": 0, + "n_pred": 0, + "n_ref": 4331 + }, + "12": { + "Dice": 0.0, + "FN": 4833, + "FP": 0, + "IoU": 0.0, + "TN": 104999607, + "TP": 0, + "n_pred": 0, + "n_ref": 4833 + }, + "13": { + "Dice": 0.06713035053116025, + "FN": 74908, + "FP": 5969, + "IoU": 0.03473092484514304, + "TN": 104920653, + "TP": 2910, + "n_pred": 8879, + "n_ref": 77818 + }, + "14": { + "Dice": 0.6758519541023208, + "FN": 30913, + "FP": 6659, + "IoU": 0.5104051289402014, + "TN": 104927699, + "TP": 39169, + "n_pred": 45828, + "n_ref": 70082 + }, + "15": { + "Dice": 0.0838912306802215, + "FN": 22330, + "FP": 22006, + "IoU": 0.0437820816977958, + "TN": 104958074, + "TP": 2030, + "n_pred": 24036, + "n_ref": 24360 + }, + "2": { + "Dice": 0.0, + "FN": 170750, + "FP": 3843, + "IoU": 0.0, + "TN": 104829847, + "TP": 0, + "n_pred": 3843, + "n_ref": 170750 + }, + "3": { + "Dice": 0.5639206134726442, + "FN": 22498, + "FP": 180176, + "IoU": 0.39268066846658417, + "TN": 104670721, + "TP": 131045, + "n_pred": 311221, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 28724, + "IoU": 0.0, + "TN": 104975716, + "TP": 0, + "n_pred": 28724, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 30080, + "FP": 0, + "IoU": 0.0, + "TN": 104974360, + "TP": 0, + "n_pred": 0, + "n_ref": 30080 + }, + "6": { + "Dice": 0.7405362326898743, + "FN": 137081, + "FP": 632892, + "IoU": 0.5879774011057576, + "TN": 103135676, + "TP": 1098791, + "n_pred": 1731683, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.2820386456194879, + "FN": 183450, + "FP": 54015, + "IoU": 0.16417054138053622, + "TN": 104720333, + "TP": 46642, + "n_pred": 100657, + "n_ref": 230092 + }, + "8": { + "Dice": 0.11604548850336183, + "FN": 343111, + "FP": 8306, + "IoU": 0.061596757137821645, + "TN": 104629956, + "TP": 23067, + "n_pred": 31373, + "n_ref": 366178 + }, + "9": { + "Dice": 0.2880257097628688, + "FN": 75450, + "FP": 14053, + "IoU": 0.16824184300277864, + "TN": 104896833, + "TP": 18104, + "n_pred": 32157, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.37509827277055335, + "FN": 315302, + "FP": 27281, + "IoU": 0.23084366671830553, + "TN": 177230887, + "TP": 102818, + "n_pred": 130099, + "n_ref": 418120 + }, + "10": { + "Dice": 0.019711374051022502, + "FN": 70520, + "FP": 72808, + "IoU": 0.009953788449184563, + "TN": 177531519, + "TP": 1441, + "n_pred": 74249, + "n_ref": 71961 + }, + "11": { + "Dice": 0.0, + "FN": 4743, + "FP": 0, + "IoU": 0.0, + "TN": 177671545, + "TP": 0, + "n_pred": 0, + "n_ref": 4743 + }, + "12": { + "Dice": 0.0, + "FN": 5198, + "FP": 0, + "IoU": 0.0, + "TN": 177671090, + "TP": 0, + "n_pred": 0, + "n_ref": 5198 + }, + "13": { + "Dice": 0.05309820026573257, + "FN": 74885, + "FP": 3509, + "IoU": 0.027273178479253524, + "TN": 177595696, + "TP": 2198, + "n_pred": 5707, + "n_ref": 77083 + }, + "14": { + "Dice": 0.7168479051204576, + "FN": 31880, + "FP": 3168, + "IoU": 0.5586616800775691, + "TN": 177596875, + "TP": 44365, + "n_pred": 47533, + "n_ref": 76245 + }, + "15": { + "Dice": 0.16501676197988563, + "FN": 21077, + "FP": 94, + "IoU": 0.08992821218243563, + "TN": 177653025, + "TP": 2092, + "n_pred": 2186, + "n_ref": 23169 + }, + "2": { + "Dice": 0.0, + "FN": 214366, + "FP": 557, + "IoU": 0.0, + "TN": 177461365, + "TP": 0, + "n_pred": 557, + "n_ref": 214366 + }, + "3": { + "Dice": 0.5627730972004964, + "FN": 22483, + "FP": 264295, + "IoU": 0.39156871897144313, + "TN": 177204948, + "TP": 184562, + "n_pred": 448857, + "n_ref": 207045 + }, + "4": { + "Dice": 0.3797721867567906, + "FN": 14712, + "FP": 49703, + "IoU": 0.23439431396786156, + "TN": 177592152, + "TP": 19721, + "n_pred": 69424, + "n_ref": 34433 + }, + "5": { + "Dice": 0.0, + "FN": 31181, + "FP": 0, + "IoU": 0.0, + "TN": 177645107, + "TP": 0, + "n_pred": 0, + "n_ref": 31181 + }, + "6": { + "Dice": 0.74674609241885, + "FN": 198225, + "FP": 892008, + "IoU": 0.595845812170745, + "TN": 174978721, + "TP": 1607334, + "n_pred": 2499342, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.22725512032150294, + "FN": 311865, + "FP": 71163, + "IoU": 0.12819392284055992, + "TN": 177236938, + "TP": 56322, + "n_pred": 127485, + "n_ref": 368187 + }, + "8": { + "Dice": 0.38055421476107043, + "FN": 149381, + "FP": 13602, + "IoU": 0.23499040117908254, + "TN": 177463241, + "TP": 50064, + "n_pred": 63666, + "n_ref": 199445 + }, + "9": { + "Dice": 0.24574768667890415, + "FN": 115611, + "FP": 4782, + "IoU": 0.1400868534205677, + "TN": 177536282, + "TP": 19613, + "n_pred": 24395, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5951337909905527, + "FN": 72064, + "FP": 84401, + "IoU": 0.42362310885829746, + "TN": 193734072, + "TP": 114998, + "n_pred": 199399, + "n_ref": 187062 + }, + "10": { + "Dice": 0.3609781426971944, + "FN": 64800, + "FP": 13962, + "IoU": 0.22023998099160463, + "TN": 193904527, + "TP": 22246, + "n_pred": 36208, + "n_ref": 87046 + }, + "11": { + "Dice": 0.0, + "FN": 3112, + "FP": 0, + "IoU": 0.0, + "TN": 194002423, + "TP": 0, + "n_pred": 0, + "n_ref": 3112 + }, + "12": { + "Dice": 0.0, + "FN": 3950, + "FP": 0, + "IoU": 0.0, + "TN": 194001585, + "TP": 0, + "n_pred": 0, + "n_ref": 3950 + }, + "13": { + "Dice": 0.023351920518554163, + "FN": 66052, + "FP": 2956, + "IoU": 0.011813898873025646, + "TN": 193935702, + "TP": 825, + "n_pred": 3781, + "n_ref": 66877 + }, + "14": { + "Dice": 0.46623636432265125, + "FN": 32670, + "FP": 66317, + "IoU": 0.30398188708962937, + "TN": 193863316, + "TP": 43232, + "n_pred": 109549, + "n_ref": 75902 + }, + "15": { + "Dice": 0.2993732590529248, + "FN": 3770, + "FP": 76718, + "IoU": 0.176037017321158, + "TN": 193907851, + "TP": 17196, + "n_pred": 93914, + "n_ref": 20966 + }, + "2": { + "Dice": 0.0, + "FN": 138899, + "FP": 27, + "IoU": 0.0, + "TN": 193866609, + "TP": 0, + "n_pred": 27, + "n_ref": 138899 + }, + "3": { + "Dice": 0.4232040630224429, + "FN": 67726, + "FP": 114440, + "IoU": 0.26839494768971267, + "TN": 193756540, + "TP": 66829, + "n_pred": 181269, + "n_ref": 134555 + }, + "4": { + "Dice": 0.5598652064026959, + "FN": 12722, + "FP": 339, + "IoU": 0.3887588918008237, + "TN": 193984167, + "TP": 8307, + "n_pred": 8646, + "n_ref": 21029 + }, + "5": { + "Dice": 0.0, + "FN": 27270, + "FP": 0, + "IoU": 0.0, + "TN": 193978265, + "TP": 0, + "n_pred": 0, + "n_ref": 27270 + }, + "6": { + "Dice": 0.7495434552114186, + "FN": 416342, + "FP": 231133, + "IoU": 0.5994158360282295, + "TN": 192389208, + "TP": 968852, + "n_pred": 1199985, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.051692812969497924, + "FN": 313095, + "FP": 12603, + "IoU": 0.026532167675409103, + "TN": 193670960, + "TP": 8877, + "n_pred": 21480, + "n_ref": 321972 + }, + "8": { + "Dice": 1.6569733724379048e-05, + "FN": 241400, + "FP": 0, + "IoU": 8.284935501777119e-06, + "TN": 193764133, + "TP": 2, + "n_pred": 2, + "n_ref": 241402 + }, + "9": { + "Dice": 0.01170462443466261, + "FN": 97836, + "FP": 279, + "IoU": 0.00588676339466645, + "TN": 193906839, + "TP": 581, + "n_pred": 860, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5860402468842911, + "FN": 37876, + "FP": 70307, + "IoU": 0.41446741718986796, + "TN": 99471040, + "TP": 76577, + "n_pred": 146884, + "n_ref": 114453 + }, + "10": { + "Dice": 0.08821844567500477, + "FN": 68220, + "FP": 3405, + "IoU": 0.04614462644826209, + "TN": 99580710, + "TP": 3465, + "n_pred": 6870, + "n_ref": 71685 + }, + "11": { + "Dice": 0.0, + "FN": 3642, + "FP": 0, + "IoU": 0.0, + "TN": 99652158, + "TP": 0, + "n_pred": 0, + "n_ref": 3642 + }, + "12": { + "Dice": 0.0, + "FN": 3568, + "FP": 0, + "IoU": 0.0, + "TN": 99652232, + "TP": 0, + "n_pred": 0, + "n_ref": 3568 + }, + "13": { + "Dice": 0.0, + "FN": 45431, + "FP": 6706, + "IoU": 0.0, + "TN": 99603663, + "TP": 0, + "n_pred": 6706, + "n_ref": 45431 + }, + "14": { + "Dice": 0.16677379156555389, + "FN": 41426, + "FP": 85616, + "IoU": 0.09097283837545436, + "TN": 99516044, + "TP": 12714, + "n_pred": 98330, + "n_ref": 54140 + }, + "15": { + "Dice": 0.026832368309560796, + "FN": 36807, + "FP": 45885, + "IoU": 0.01359862582307472, + "TN": 99571968, + "TP": 1140, + "n_pred": 47025, + "n_ref": 37947 + }, + "2": { + "Dice": 0.1252554821525113, + "FN": 105253, + "FP": 27423, + "IoU": 0.06681202743098294, + "TN": 99513625, + "TP": 9499, + "n_pred": 36922, + "n_ref": 114752 + }, + "3": { + "Dice": 5.531799549711517e-05, + "FN": 123804, + "FP": 56959, + "IoU": 2.7659762789874315e-05, + "TN": 99475032, + "TP": 5, + "n_pred": 56964, + "n_ref": 123809 + }, + "4": { + "Dice": 0.14116180384071347, + "FN": 13018, + "FP": 58628, + "IoU": 0.07594087755049397, + "TN": 99578266, + "TP": 5888, + "n_pred": 64516, + "n_ref": 18906 + }, + "5": { + "Dice": 0.0, + "FN": 6966, + "FP": 0, + "IoU": 0.0, + "TN": 99648834, + "TP": 0, + "n_pred": 0, + "n_ref": 6966 + }, + "6": { + "Dice": 0.8217235852982584, + "FN": 194050, + "FP": 309309, + "IoU": 0.6973945799519904, + "TN": 97992383, + "TP": 1160058, + "n_pred": 1469367, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.051407522920979755, + "FN": 161237, + "FP": 50449, + "IoU": 0.026381874879267048, + "TN": 99438378, + "TP": 5736, + "n_pred": 56185, + "n_ref": 166973 + }, + "8": { + "Dice": 0.34923615977575334, + "FN": 76004, + "FP": 16860, + "IoU": 0.21156034028968773, + "TN": 99538018, + "TP": 24918, + "n_pred": 41778, + "n_ref": 100922 + }, + "9": { + "Dice": 0.11898727326845196, + "FN": 88938, + "FP": 8739, + "IoU": 0.06325702722660707, + "TN": 99551527, + "TP": 6596, + "n_pred": 15335, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5092065645599393, + "FN": 263762, + "FP": 89304, + "IoU": 0.34156748510877954, + "TN": 62547298, + "TP": 183156, + "n_pred": 272460, + "n_ref": 446918 + }, + "10": { + "Dice": 0.16941568369109916, + "FN": 64030, + "FP": 2793, + "IoU": 0.09254732610880252, + "TN": 63009882, + "TP": 6815, + "n_pred": 9608, + "n_ref": 70845 + }, + "11": { + "Dice": 0.0, + "FN": 3545, + "FP": 0, + "IoU": 0.0, + "TN": 63079975, + "TP": 0, + "n_pred": 0, + "n_ref": 3545 + }, + "12": { + "Dice": 0.0, + "FN": 3502, + "FP": 0, + "IoU": 0.0, + "TN": 63080018, + "TP": 0, + "n_pred": 0, + "n_ref": 3502 + }, + "13": { + "Dice": 0.0, + "FN": 45655, + "FP": 2448, + "IoU": 0.0, + "TN": 63035417, + "TP": 0, + "n_pred": 2448, + "n_ref": 45655 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 82275, + "IoU": 0.0, + "TN": 63001245, + "TP": 0, + "n_pred": 82275, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 5405, + "IoU": 0.0, + "TN": 63078115, + "TP": 0, + "n_pred": 5405, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 123972, + "FP": 0, + "IoU": 0.0, + "TN": 62959548, + "TP": 0, + "n_pred": 0, + "n_ref": 123972 + }, + "3": { + "Dice": 0.5149187890468578, + "FN": 48507, + "FP": 100492, + "IoU": 0.34672769761619776, + "TN": 62855439, + "TP": 79082, + "n_pred": 179574, + "n_ref": 127589 + }, + "4": { + "Dice": 0.0, + "FN": 18029, + "FP": 365, + "IoU": 0.0, + "TN": 63065126, + "TP": 0, + "n_pred": 365, + "n_ref": 18029 + }, + "5": { + "Dice": 0.0, + "FN": 16954, + "FP": 0, + "IoU": 0.0, + "TN": 63066566, + "TP": 0, + "n_pred": 0, + "n_ref": 16954 + }, + "6": { + "Dice": 0.4955402953750977, + "FN": 659319, + "FP": 298313, + "IoU": 0.3293809025603964, + "TN": 61655538, + "TP": 470350, + "n_pred": 768663, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.35732622626349725, + "FN": 120189, + "FP": 10991, + "IoU": 0.2175271998472991, + "TN": 62915872, + "TP": 36468, + "n_pred": 47459, + "n_ref": 156657 + }, + "8": { + "Dice": 0.23593735228311222, + "FN": 96984, + "FP": 0, + "IoU": 0.13374658354025618, + "TN": 62971562, + "TP": 14974, + "n_pred": 14974, + "n_ref": 111958 + }, + "9": { + "Dice": 0.24588643329569285, + "FN": 36792, + "FP": 606, + "IoU": 0.14017703184274055, + "TN": 63040025, + "TP": 6097, + "n_pred": 6703, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6304531589898799, + "FN": 99185, + "FP": 150877, + "IoU": 0.46033705464566965, + "TN": 109145451, + "TP": 213305, + "n_pred": 364182, + "n_ref": 312490 + }, + "10": { + "Dice": 0.04484580887839324, + "FN": 85013, + "FP": 39158, + "IoU": 0.022937223612356988, + "TN": 109481732, + "TP": 2915, + "n_pred": 42073, + "n_ref": 87928 + }, + "11": { + "Dice": 0.0, + "FN": 4466, + "FP": 0, + "IoU": 0.0, + "TN": 109604352, + "TP": 0, + "n_pred": 0, + "n_ref": 4466 + }, + "12": { + "Dice": 0.0, + "FN": 4081, + "FP": 0, + "IoU": 0.0, + "TN": 109604737, + "TP": 0, + "n_pred": 0, + "n_ref": 4081 + }, + "13": { + "Dice": 0.00944896732919401, + "FN": 80378, + "FP": 3697, + "IoU": 0.004746910365074104, + "TN": 109524342, + "TP": 401, + "n_pred": 4098, + "n_ref": 80779 + }, + "14": { + "Dice": 0.19329554065964802, + "FN": 67200, + "FP": 180835, + "IoU": 0.10698791363487441, + "TN": 109331067, + "TP": 29716, + "n_pred": 210551, + "n_ref": 96916 + }, + "15": { + "Dice": 0.6185995514577622, + "FN": 41480, + "FP": 35048, + "IoU": 0.4478061029374626, + "TN": 109470229, + "TP": 62061, + "n_pred": 97109, + "n_ref": 103541 + }, + "2": { + "Dice": 0.018775864828406156, + "FN": 212008, + "FP": 2571, + "IoU": 0.00947690091953174, + "TN": 109392186, + "TP": 2053, + "n_pred": 4624, + "n_ref": 214061 + }, + "3": { + "Dice": 0.17581041669847766, + "FN": 216902, + "FP": 52983, + "IoU": 0.09637727257508287, + "TN": 109310148, + "TP": 28785, + "n_pred": 81768, + "n_ref": 245687 + }, + "4": { + "Dice": 0.0, + "FN": 50290, + "FP": 1983, + "IoU": 0.0, + "TN": 109556545, + "TP": 0, + "n_pred": 1983, + "n_ref": 50290 + }, + "5": { + "Dice": 0.0, + "FN": 10552, + "FP": 0, + "IoU": 0.0, + "TN": 109598266, + "TP": 0, + "n_pred": 0, + "n_ref": 10552 + }, + "6": { + "Dice": 0.615230687664141, + "FN": 402206, + "FP": 658810, + "IoU": 0.44428388337574903, + "TN": 107699541, + "TP": 848261, + "n_pred": 1507071, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.06525673089378115, + "FN": 1155398, + "FP": 64155, + "IoU": 0.033728883793417916, + "TN": 108346695, + "TP": 42570, + "n_pred": 106725, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.11617695338148391, + "FN": 83756, + "FP": 2392, + "IoU": 0.06167084195621392, + "TN": 109517008, + "TP": 5662, + "n_pred": 8054, + "n_ref": 89418 + }, + "9": { + "Dice": 0.0, + "FN": 55201, + "FP": 8211, + "IoU": 0.0, + "TN": 109545406, + "TP": 0, + "n_pred": 8211, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4619177481798924, + "FN": 20835, + "FP": 67559, + "IoU": 0.30032057624569597, + "TN": 66941017, + "TP": 37941, + "n_pred": 105500, + "n_ref": 58776 + }, + "10": { + "Dice": 0.0, + "FN": 78796, + "FP": 2384, + "IoU": 0.0, + "TN": 66986172, + "TP": 0, + "n_pred": 2384, + "n_ref": 78796 + }, + "11": { + "Dice": 0.0, + "FN": 3126, + "FP": 0, + "IoU": 0.0, + "TN": 67064226, + "TP": 0, + "n_pred": 0, + "n_ref": 3126 + }, + "12": { + "Dice": 0.0, + "FN": 3311, + "FP": 0, + "IoU": 0.0, + "TN": 67064041, + "TP": 0, + "n_pred": 0, + "n_ref": 3311 + }, + "13": { + "Dice": 0.0, + "FN": 38211, + "FP": 0, + "IoU": 0.0, + "TN": 67029141, + "TP": 0, + "n_pred": 0, + "n_ref": 38211 + }, + "14": { + "Dice": 0.022226637901669125, + "FN": 73910, + "FP": 63870, + "IoU": 0.011238212794052216, + "TN": 66928006, + "TP": 1566, + "n_pred": 65436, + "n_ref": 75476 + }, + "15": { + "Dice": 0.05588443080221199, + "FN": 29068, + "FP": 48442, + "IoU": 0.028745426294421332, + "TN": 66987548, + "TP": 2294, + "n_pred": 50736, + "n_ref": 31362 + }, + "2": { + "Dice": 0.0, + "FN": 146038, + "FP": 189, + "IoU": 0.0, + "TN": 66921125, + "TP": 0, + "n_pred": 189, + "n_ref": 146038 + }, + "3": { + "Dice": 0.7113579500151219, + "FN": 31006, + "FP": 73976, + "IoU": 0.5520213701108617, + "TN": 66833006, + "TP": 129364, + "n_pred": 203340, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 0, + "IoU": 0.0, + "TN": 67054313, + "TP": 0, + "n_pred": 0, + "n_ref": 13039 + }, + "5": { + "Dice": 0.0, + "FN": 8921, + "FP": 0, + "IoU": 0.0, + "TN": 67058431, + "TP": 0, + "n_pred": 0, + "n_ref": 8921 + }, + "6": { + "Dice": 0.7713908079451364, + "FN": 287882, + "FP": 181540, + "IoU": 0.6278569401348658, + "TN": 65805950, + "TP": 791980, + "n_pred": 973520, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.014343155662132782, + "FN": 349047, + "FP": 3210, + "IoU": 0.007223380869173102, + "TN": 66712532, + "TP": 2563, + "n_pred": 5773, + "n_ref": 351610 + }, + "8": { + "Dice": 0.2811317174501403, + "FN": 71639, + "FP": 342, + "IoU": 0.1635562889281398, + "TN": 66981296, + "TP": 14075, + "n_pred": 14417, + "n_ref": 85714 + }, + "9": { + "Dice": 0.0, + "FN": 77344, + "FP": 48, + "IoU": 0.0, + "TN": 66989960, + "TP": 0, + "n_pred": 48, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6075558530972998, + "FN": 97179, + "FP": 10096, + "IoU": 0.43632332000441376, + "TN": 74328967, + "TP": 83038, + "n_pred": 93134, + "n_ref": 180217 + }, + "10": { + "Dice": 0.0026274226164996234, + "FN": 56060, + "FP": 11509, + "IoU": 0.0013154394158857786, + "TN": 74451622, + "TP": 89, + "n_pred": 11598, + "n_ref": 56149 + }, + "11": { + "Dice": 0.0, + "FN": 3387, + "FP": 0, + "IoU": 0.0, + "TN": 74515893, + "TP": 0, + "n_pred": 0, + "n_ref": 3387 + }, + "12": { + "Dice": 0.0, + "FN": 2201, + "FP": 0, + "IoU": 0.0, + "TN": 74517079, + "TP": 0, + "n_pred": 0, + "n_ref": 2201 + }, + "13": { + "Dice": 0.0, + "FN": 42890, + "FP": 932, + "IoU": 0.0, + "TN": 74475458, + "TP": 0, + "n_pred": 932, + "n_ref": 42890 + }, + "14": { + "Dice": 0.2578495595211204, + "FN": 20510, + "FP": 45200, + "IoU": 0.1480064829821718, + "TN": 74442155, + "TP": 11415, + "n_pred": 56615, + "n_ref": 31925 + }, + "15": { + "Dice": 0.475904527111711, + "FN": 13082, + "FP": 24971, + "IoU": 0.3122537502259172, + "TN": 74463950, + "TP": 17277, + "n_pred": 42248, + "n_ref": 30359 + }, + "2": { + "Dice": 0.0, + "FN": 140908, + "FP": 1, + "IoU": 0.0, + "TN": 74378371, + "TP": 0, + "n_pred": 1, + "n_ref": 140908 + }, + "3": { + "Dice": 0.3297064110245656, + "FN": 86856, + "FP": 192824, + "IoU": 0.1973942863702237, + "TN": 74170815, + "TP": 68785, + "n_pred": 261609, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0, + "FN": 13278, + "FP": 0, + "IoU": 0.0, + "TN": 74506002, + "TP": 0, + "n_pred": 0, + "n_ref": 13278 + }, + "5": { + "Dice": 0.0, + "FN": 10154, + "FP": 0, + "IoU": 0.0, + "TN": 74509126, + "TP": 0, + "n_pred": 0, + "n_ref": 10154 + }, + "6": { + "Dice": 0.6422306767067159, + "FN": 813304, + "FP": 69807, + "IoU": 0.47300426198242457, + "TN": 72843534, + "TP": 792635, + "n_pred": 862442, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.0652941414398225, + "FN": 161541, + "FP": 222, + "IoU": 0.0337488725487268, + "TN": 74351867, + "TP": 5650, + "n_pred": 5872, + "n_ref": 167191 + }, + "8": { + "Dice": 0.06201177019521666, + "FN": 62319, + "FP": 0, + "IoU": 0.03199801177402569, + "TN": 74454901, + "TP": 2060, + "n_pred": 2060, + "n_ref": 64379 + }, + "9": { + "Dice": 0.009473797020683742, + "FN": 92416, + "FP": 10, + "IoU": 0.004759443511220226, + "TN": 74426412, + "TP": 442, + "n_pred": 452, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.662436988603156, + "FN": 137844, + "FP": 10014, + "IoU": 0.49525665928168855, + "TN": 65758243, + "TP": 145079, + "n_pred": 155093, + "n_ref": 282923 + }, + "10": { + "Dice": 0.06894550403266156, + "FN": 80088, + "FP": 12956, + "IoU": 0.035703551700193806, + "TN": 65954691, + "TP": 3445, + "n_pred": 16401, + "n_ref": 83533 + }, + "11": { + "Dice": 0.0, + "FN": 3637, + "FP": 0, + "IoU": 0.0, + "TN": 66047543, + "TP": 0, + "n_pred": 0, + "n_ref": 3637 + }, + "12": { + "Dice": 0.0, + "FN": 3026, + "FP": 0, + "IoU": 0.0, + "TN": 66048154, + "TP": 0, + "n_pred": 0, + "n_ref": 3026 + }, + "13": { + "Dice": 0.0, + "FN": 47626, + "FP": 2755, + "IoU": 0.0, + "TN": 66000799, + "TP": 0, + "n_pred": 2755, + "n_ref": 47626 + }, + "14": { + "Dice": 0.35271382315676314, + "FN": 31109, + "FP": 70045, + "IoU": 0.21411812234877325, + "TN": 65922466, + "TP": 27560, + "n_pred": 97605, + "n_ref": 58669 + }, + "15": { + "Dice": 0.5079250039388687, + "FN": 8477, + "FP": 22755, + "IoU": 0.3404151971447277, + "TN": 66003829, + "TP": 16119, + "n_pred": 38874, + "n_ref": 24596 + }, + "2": { + "Dice": 0.2184266148639568, + "FN": 126071, + "FP": 1871, + "IoU": 0.12260320943629131, + "TN": 65905360, + "TP": 17878, + "n_pred": 19749, + "n_ref": 143949 + }, + "3": { + "Dice": 0.049788391926793976, + "FN": 151786, + "FP": 40629, + "IoU": 0.025529738270804635, + "TN": 65853724, + "TP": 5041, + "n_pred": 45670, + "n_ref": 156827 + }, + "4": { + "Dice": 0.5411844676693007, + "FN": 13605, + "FP": 13394, + "IoU": 0.37097525744373516, + "TN": 66008258, + "TP": 15923, + "n_pred": 29317, + "n_ref": 29528 + }, + "5": { + "Dice": 0.0, + "FN": 9979, + "FP": 0, + "IoU": 0.0, + "TN": 66041201, + "TP": 0, + "n_pred": 0, + "n_ref": 9979 + }, + "6": { + "Dice": 0.7160804319771894, + "FN": 122890, + "FP": 591258, + "IoU": 0.5577299776495557, + "TN": 64436447, + "TP": 900585, + "n_pred": 1491843, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.07539071755642841, + "FN": 937396, + "FP": 22550, + "IoU": 0.0391719598591507, + "TN": 65052098, + "TP": 39136, + "n_pred": 61686, + "n_ref": 976532 + }, + "8": { + "Dice": 0.2924354921708447, + "FN": 67375, + "FP": 0, + "IoU": 0.1712588255553642, + "TN": 65969882, + "TP": 13923, + "n_pred": 13923, + "n_ref": 81298 + }, + "9": { + "Dice": 0.1437842663705976, + "FN": 63804, + "FP": 11001, + "IoU": 0.07746096736797968, + "TN": 65970094, + "TP": 6281, + "n_pred": 17282, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.822367016754279, + "FN": 39992, + "FP": 9107, + "IoU": 0.6983219971367656, + "TN": 113309787, + "TP": 113654, + "n_pred": 122761, + "n_ref": 153646 + }, + "10": { + "Dice": 0.39498270367444777, + "FN": 51564, + "FP": 37284, + "IoU": 0.24609249045396692, + "TN": 113354690, + "TP": 29002, + "n_pred": 66286, + "n_ref": 80566 + }, + "11": { + "Dice": 0.0, + "FN": 3230, + "FP": 0, + "IoU": 0.0, + "TN": 113469310, + "TP": 0, + "n_pred": 0, + "n_ref": 3230 + }, + "12": { + "Dice": 0.0, + "FN": 4083, + "FP": 0, + "IoU": 0.0, + "TN": 113468457, + "TP": 0, + "n_pred": 0, + "n_ref": 4083 + }, + "13": { + "Dice": 0.0, + "FN": 76876, + "FP": 1007, + "IoU": 0.0, + "TN": 113394657, + "TP": 0, + "n_pred": 1007, + "n_ref": 76876 + }, + "14": { + "Dice": 0.802114535095594, + "FN": 83108, + "FP": 5946, + "IoU": 0.6696087051691579, + "TN": 113202999, + "TP": 180487, + "n_pred": 186433, + "n_ref": 263595 + }, + "15": { + "Dice": 0.3546355307707628, + "FN": 7638, + "FP": 44208, + "IoU": 0.2155361546957982, + "TN": 113406449, + "TP": 14245, + "n_pred": 58453, + "n_ref": 21883 + }, + "2": { + "Dice": 0.0, + "FN": 127088, + "FP": 56, + "IoU": 0.0, + "TN": 113345396, + "TP": 0, + "n_pred": 56, + "n_ref": 127088 + }, + "3": { + "Dice": 0.5181181192693523, + "FN": 30199, + "FP": 137400, + "IoU": 0.34963523476911135, + "TN": 113214840, + "TP": 90101, + "n_pred": 227501, + "n_ref": 120300 + }, + "4": { + "Dice": 0.564857938718663, + "FN": 18418, + "FP": 1109, + "IoU": 0.3935902611720133, + "TN": 113440339, + "TP": 12674, + "n_pred": 13783, + "n_ref": 31092 + }, + "5": { + "Dice": 0.0, + "FN": 32826, + "FP": 0, + "IoU": 0.0, + "TN": 113439714, + "TP": 0, + "n_pred": 0, + "n_ref": 32826 + }, + "6": { + "Dice": 0.793085753364669, + "FN": 321411, + "FP": 107617, + "IoU": 0.6571185613026407, + "TN": 112221297, + "TP": 822215, + "n_pred": 929832, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.04173613684080524, + "FN": 212617, + "FP": 35673, + "IoU": 0.021312825930145017, + "TN": 113218843, + "TP": 5407, + "n_pred": 41080, + "n_ref": 218024 + }, + "8": { + "Dice": 0.06233230679760504, + "FN": 207500, + "FP": 5329, + "IoU": 0.0321687289395779, + "TN": 113252637, + "TP": 7074, + "n_pred": 12403, + "n_ref": 214574 + }, + "9": { + "Dice": 0.050370018888757084, + "FN": 103479, + "FP": 590, + "IoU": 0.025835681322487338, + "TN": 113365711, + "TP": 2760, + "n_pred": 3350, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.40066591081961567, + "FN": 71352, + "FP": 95692, + "IoU": 0.2505204594400574, + "TN": 74973848, + "TP": 55836, + "n_pred": 151528, + "n_ref": 127188 + }, + "10": { + "Dice": 0.13695886612232322, + "FN": 88498, + "FP": 57154, + "IoU": 0.07351360291077483, + "TN": 75039519, + "TP": 11557, + "n_pred": 68711, + "n_ref": 100055 + }, + "11": { + "Dice": 0.0, + "FN": 3544, + "FP": 0, + "IoU": 0.0, + "TN": 75193184, + "TP": 0, + "n_pred": 0, + "n_ref": 3544 + }, + "12": { + "Dice": 0.0, + "FN": 3106, + "FP": 0, + "IoU": 0.0, + "TN": 75193622, + "TP": 0, + "n_pred": 0, + "n_ref": 3106 + }, + "13": { + "Dice": 0.0, + "FN": 55260, + "FP": 65, + "IoU": 0.0, + "TN": 75141403, + "TP": 0, + "n_pred": 65, + "n_ref": 55260 + }, + "14": { + "Dice": 0.7830459188037073, + "FN": 46078, + "FP": 2119, + "IoU": 0.6434473830220085, + "TN": 75061553, + "TP": 86978, + "n_pred": 89097, + "n_ref": 133056 + }, + "15": { + "Dice": 0.015033310360670802, + "FN": 72994, + "FP": 34195, + "IoU": 0.007573583193681891, + "TN": 75088721, + "TP": 818, + "n_pred": 35013, + "n_ref": 73812 + }, + "2": { + "Dice": 0.0, + "FN": 146312, + "FP": 8969, + "IoU": 0.0, + "TN": 75041447, + "TP": 0, + "n_pred": 8969, + "n_ref": 146312 + }, + "3": { + "Dice": 0.4615572810783417, + "FN": 68279, + "FP": 116591, + "IoU": 0.3000159027057318, + "TN": 74932622, + "TP": 79236, + "n_pred": 195827, + "n_ref": 147515 + }, + "4": { + "Dice": 0.5518659401665468, + "FN": 14227, + "FP": 3209, + "IoU": 0.38108760471390035, + "TN": 75168556, + "TP": 10736, + "n_pred": 13945, + "n_ref": 24963 + }, + "5": { + "Dice": 0.0, + "FN": 7701, + "FP": 0, + "IoU": 0.0, + "TN": 75189027, + "TP": 0, + "n_pred": 0, + "n_ref": 7701 + }, + "6": { + "Dice": 0.7912988774361989, + "FN": 167247, + "FP": 407341, + "IoU": 0.6546687701900684, + "TN": 73532853, + "TP": 1089287, + "n_pred": 1496628, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.28282035835866687, + "FN": 121532, + "FP": 32047, + "IoU": 0.16470050744856168, + "TN": 75012867, + "TP": 30282, + "n_pred": 62329, + "n_ref": 151814 + }, + "8": { + "Dice": 0.2560601091266883, + "FN": 71857, + "FP": 2996, + "IoU": 0.14682851769533253, + "TN": 75108993, + "TP": 12882, + "n_pred": 15878, + "n_ref": 84739 + }, + "9": { + "Dice": 0.13320238300811604, + "FN": 71062, + "FP": 9252, + "IoU": 0.07135341388680118, + "TN": 75110243, + "TP": 6171, + "n_pred": 15423, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7330686113943738, + "FN": 73512, + "FP": 30146, + "IoU": 0.578617451574219, + "TN": 86681877, + "TP": 142337, + "n_pred": 172483, + "n_ref": 215849 + }, + "10": { + "Dice": 0.0481921624591137, + "FN": 66920, + "FP": 8447, + "IoU": 0.024691038498867682, + "TN": 86850597, + "TP": 1908, + "n_pred": 10355, + "n_ref": 68828 + }, + "11": { + "Dice": 0.0, + "FN": 2590, + "FP": 0, + "IoU": 0.0, + "TN": 86925282, + "TP": 0, + "n_pred": 0, + "n_ref": 2590 + }, + "12": { + "Dice": 0.0, + "FN": 4915, + "FP": 0, + "IoU": 0.0, + "TN": 86922957, + "TP": 0, + "n_pred": 0, + "n_ref": 4915 + }, + "13": { + "Dice": 0.010405093204945065, + "FN": 55066, + "FP": 1047, + "IoU": 0.005229754644731244, + "TN": 86871464, + "TP": 295, + "n_pred": 1342, + "n_ref": 55361 + }, + "14": { + "Dice": 0.42633527910419133, + "FN": 39931, + "FP": 76722, + "IoU": 0.27091875, + "TN": 86767872, + "TP": 43347, + "n_pred": 120069, + "n_ref": 83278 + }, + "15": { + "Dice": 0.5980793922314246, + "FN": 89754, + "FP": 8225, + "IoU": 0.4266143096244104, + "TN": 86756994, + "TP": 72899, + "n_pred": 81124, + "n_ref": 162653 + }, + "2": { + "Dice": 0.03759691129308466, + "FN": 121804, + "FP": 1834, + "IoU": 0.019158607887158577, + "TN": 86801819, + "TP": 2415, + "n_pred": 4249, + "n_ref": 124219 + }, + "3": { + "Dice": 0.013116696776592099, + "FN": 169222, + "FP": 667, + "IoU": 0.006601644271363248, + "TN": 86756854, + "TP": 1129, + "n_pred": 1796, + "n_ref": 170351 + }, + "4": { + "Dice": 0.5315074989625941, + "FN": 7556, + "FP": 8250, + "IoU": 0.36194090101727755, + "TN": 86903100, + "TP": 8966, + "n_pred": 17216, + "n_ref": 16522 + }, + "5": { + "Dice": 0.0, + "FN": 5473, + "FP": 0, + "IoU": 0.0, + "TN": 86922399, + "TP": 0, + "n_pred": 0, + "n_ref": 5473 + }, + "6": { + "Dice": 0.7517698061149313, + "FN": 225849, + "FP": 400510, + "IoU": 0.6022685637615258, + "TN": 85353043, + "TP": 948470, + "n_pred": 1348980, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.06180272564068247, + "FN": 989728, + "FP": 26729, + "IoU": 0.031886705475381354, + "TN": 85877936, + "TP": 33479, + "n_pred": 60208, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.08889982079482765, + "FN": 51858, + "FP": 0, + "IoU": 0.04651761417959844, + "TN": 86873484, + "TP": 2530, + "n_pred": 2530, + "n_ref": 54388 + }, + "9": { + "Dice": 0.11086570058718957, + "FN": 47673, + "FP": 1842, + "IoU": 0.058685981521615145, + "TN": 86875270, + "TP": 3087, + "n_pred": 4929, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.34849224715681903, + "FN": 39220, + "FP": 144900, + "IoU": 0.2110145995723401, + "TN": 37516237, + "TP": 49243, + "n_pred": 194143, + "n_ref": 88463 + }, + "10": { + "Dice": 0.040949575148157835, + "FN": 57444, + "FP": 26869, + "IoU": 0.020902767294136773, + "TN": 37663487, + "TP": 1800, + "n_pred": 28669, + "n_ref": 59244 + }, + "11": { + "Dice": 0.0, + "FN": 2588, + "FP": 0, + "IoU": 0.0, + "TN": 37747012, + "TP": 0, + "n_pred": 0, + "n_ref": 2588 + }, + "12": { + "Dice": 0.0, + "FN": 2917, + "FP": 0, + "IoU": 0.0, + "TN": 37746683, + "TP": 0, + "n_pred": 0, + "n_ref": 2917 + }, + "13": { + "Dice": 0.0006193731059349216, + "FN": 44871, + "FP": 308, + "IoU": 0.000309782488438475, + "TN": 37704407, + "TP": 14, + "n_pred": 322, + "n_ref": 44885 + }, + "14": { + "Dice": 0.2067506182548141, + "FN": 60312, + "FP": 246336, + "IoU": 0.1152938461094602, + "TN": 37402990, + "TP": 39962, + "n_pred": 286298, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 22341, + "IoU": 0.0, + "TN": 37727259, + "TP": 0, + "n_pred": 22341, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 100232, + "FP": 336, + "IoU": 0.0, + "TN": 37649032, + "TP": 0, + "n_pred": 336, + "n_ref": 100232 + }, + "3": { + "Dice": 0.21089220555021504, + "FN": 56998, + "FP": 180237, + "IoU": 0.11787562840229646, + "TN": 37480664, + "TP": 31701, + "n_pred": 211938, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 976, + "IoU": 0.0, + "TN": 37736930, + "TP": 0, + "n_pred": 976, + "n_ref": 11694 + }, + "5": { + "Dice": 0.0, + "FN": 10049, + "FP": 0, + "IoU": 0.0, + "TN": 37739551, + "TP": 0, + "n_pred": 0, + "n_ref": 10049 + }, + "6": { + "Dice": 0.6631962493543909, + "FN": 343823, + "FP": 61134, + "IoU": 0.49610591609583715, + "TN": 36945945, + "TP": 398698, + "n_pred": 459832, + "n_ref": 742521 + }, + "7": { + "Dice": 0.01615764777349771, + "FN": 342443, + "FP": 4144, + "IoU": 0.008144622860462521, + "TN": 37400167, + "TP": 2846, + "n_pred": 6990, + "n_ref": 345289 + }, + "8": { + "Dice": 0.1715977716399045, + "FN": 70755, + "FP": 27, + "IoU": 0.09385121554670797, + "TN": 37671487, + "TP": 7331, + "n_pred": 7358, + "n_ref": 78086 + }, + "9": { + "Dice": 0.34249433570998833, + "FN": 41393, + "FP": 9972, + "IoU": 0.2066323772454165, + "TN": 37684857, + "TP": 13378, + "n_pred": 23350, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6789041311269212, + "FN": 77121, + "FP": 37245, + "IoU": 0.513894674204106, + "TN": 75671418, + "TP": 120904, + "n_pred": 158149, + "n_ref": 198025 + }, + "10": { + "Dice": 0.1819276620135829, + "FN": 98400, + "FP": 42895, + "IoU": 0.10006623950677045, + "TN": 75749682, + "TP": 15711, + "n_pred": 58606, + "n_ref": 114111 + }, + "11": { + "Dice": 0.0, + "FN": 4342, + "FP": 0, + "IoU": 0.0, + "TN": 75902346, + "TP": 0, + "n_pred": 0, + "n_ref": 4342 + }, + "12": { + "Dice": 0.0, + "FN": 4584, + "FP": 0, + "IoU": 0.0, + "TN": 75902104, + "TP": 0, + "n_pred": 0, + "n_ref": 4584 + }, + "13": { + "Dice": 0.0040415048929455305, + "FN": 41412, + "FP": 2453, + "IoU": 0.002024844155253219, + "TN": 75862734, + "TP": 89, + "n_pred": 2542, + "n_ref": 41501 + }, + "14": { + "Dice": 0.5338629856935689, + "FN": 59440, + "FP": 52741, + "IoU": 0.3641289869119889, + "TN": 75730267, + "TP": 64240, + "n_pred": 116981, + "n_ref": 123680 + }, + "15": { + "Dice": 0.6036402562339304, + "FN": 98172, + "FP": 18833, + "IoU": 0.4322956594307673, + "TN": 75700586, + "TP": 89097, + "n_pred": 107930, + "n_ref": 187269 + }, + "2": { + "Dice": 0.10815951309199265, + "FN": 181624, + "FP": 1247, + "IoU": 0.057171581769437, + "TN": 75712728, + "TP": 11089, + "n_pred": 12336, + "n_ref": 192713 + }, + "3": { + "Dice": 0.00036619401482039494, + "FN": 251166, + "FP": 131005, + "IoU": 0.00018313053806368233, + "TN": 75524447, + "TP": 70, + "n_pred": 131075, + "n_ref": 251236 + }, + "4": { + "Dice": 0.5781746760678809, + "FN": 9718, + "FP": 20135, + "IoU": 0.4066425504849738, + "TN": 75856376, + "TP": 20459, + "n_pred": 40594, + "n_ref": 30177 + }, + "5": { + "Dice": 0.00020768431983385254, + "FN": 9628, + "FP": 0, + "IoU": 0.00010385294423096895, + "TN": 75897059, + "TP": 1, + "n_pred": 1, + "n_ref": 9629 + }, + "6": { + "Dice": 0.795602363874522, + "FN": 391038, + "FP": 285101, + "IoU": 0.6605811403233555, + "TN": 73914639, + "TP": 1315910, + "n_pred": 1601011, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.24022062335341335, + "FN": 234754, + "FP": 11821, + "IoU": 0.13650610215194972, + "TN": 75621133, + "TP": 38980, + "n_pred": 50801, + "n_ref": 273734 + }, + "8": { + "Dice": 0.15358070761483444, + "FN": 84092, + "FP": 285, + "IoU": 0.08317759040333797, + "TN": 75814656, + "TP": 7655, + "n_pred": 7940, + "n_ref": 91747 + }, + "9": { + "Dice": 0.1376994122586062, + "FN": 71432, + "FP": 7647, + "IoU": 0.0739404869251578, + "TN": 75821295, + "TP": 6314, + "n_pred": 13961, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.46268785903340576, + "FN": 44265, + "FP": 73682, + "IoU": 0.30097196704794643, + "TN": 61219020, + "TP": 50783, + "n_pred": 124465, + "n_ref": 95048 + }, + "10": { + "Dice": 0.21838539917142538, + "FN": 68301, + "FP": 1505, + "IoU": 0.12257723924683879, + "TN": 61308192, + "TP": 9752, + "n_pred": 11257, + "n_ref": 78053 + }, + "11": { + "Dice": 0.0, + "FN": 3342, + "FP": 0, + "IoU": 0.0, + "TN": 61384408, + "TP": 0, + "n_pred": 0, + "n_ref": 3342 + }, + "12": { + "Dice": 0.0, + "FN": 3369, + "FP": 0, + "IoU": 0.0, + "TN": 61384381, + "TP": 0, + "n_pred": 0, + "n_ref": 3369 + }, + "13": { + "Dice": 0.0, + "FN": 39455, + "FP": 0, + "IoU": 0.0, + "TN": 61348295, + "TP": 0, + "n_pred": 0, + "n_ref": 39455 + }, + "14": { + "Dice": 0.3472684045316479, + "FN": 25416, + "FP": 128878, + "IoU": 0.21011784701389385, + "TN": 61192412, + "TP": 41044, + "n_pred": 169922, + "n_ref": 66460 + }, + "15": { + "Dice": 0.7311655985673579, + "FN": 10272, + "FP": 13597, + "IoU": 0.5762498224683994, + "TN": 61331422, + "TP": 32459, + "n_pred": 46056, + "n_ref": 42731 + }, + "2": { + "Dice": 0.0, + "FN": 133164, + "FP": 0, + "IoU": 0.0, + "TN": 61254586, + "TP": 0, + "n_pred": 0, + "n_ref": 133164 + }, + "3": { + "Dice": 0.49459231173011386, + "FN": 40810, + "FP": 148869, + "IoU": 0.3285437663059447, + "TN": 61105261, + "TP": 92810, + "n_pred": 241679, + "n_ref": 133620 + }, + "4": { + "Dice": 0.1315366653098824, + "FN": 15906, + "FP": 24633, + "IoU": 0.0703983122749891, + "TN": 61344141, + "TP": 3070, + "n_pred": 27703, + "n_ref": 18976 + }, + "5": { + "Dice": 0.0, + "FN": 27695, + "FP": 0, + "IoU": 0.0, + "TN": 61360055, + "TP": 0, + "n_pred": 0, + "n_ref": 27695 + }, + "6": { + "Dice": 0.7522483128342674, + "FN": 313016, + "FP": 135999, + "IoU": 0.6028830259833181, + "TN": 60257063, + "TP": 681672, + "n_pred": 817671, + "n_ref": 994688 + }, + "7": { + "Dice": 0.056811810876471684, + "FN": 174359, + "FP": 17427, + "IoU": 0.029236391613771878, + "TN": 61190188, + "TP": 5776, + "n_pred": 23203, + "n_ref": 180135 + }, + "8": { + "Dice": 0.0, + "FN": 246313, + "FP": 94, + "IoU": 0.0, + "TN": 61141343, + "TP": 0, + "n_pred": 94, + "n_ref": 246313 + }, + "9": { + "Dice": 0.02989033660399602, + "FN": 78500, + "FP": 497, + "IoU": 0.01517191512703518, + "TN": 61307536, + "TP": 1217, + "n_pred": 1714, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.746302432231266, + "FN": 61183, + "FP": 23347, + "IoU": 0.5952810721005837, + "TN": 39539939, + "TP": 124331, + "n_pred": 147678, + "n_ref": 185514 + }, + "10": { + "Dice": 0.10868661679135494, + "FN": 47125, + "FP": 30077, + "IoU": 0.05746621250412043, + "TN": 39666891, + "TP": 4707, + "n_pred": 34784, + "n_ref": 51832 + }, + "11": { + "Dice": 0.0, + "FN": 3031, + "FP": 0, + "IoU": 0.0, + "TN": 39745769, + "TP": 0, + "n_pred": 0, + "n_ref": 3031 + }, + "12": { + "Dice": 0.0, + "FN": 3460, + "FP": 0, + "IoU": 0.0, + "TN": 39745340, + "TP": 0, + "n_pred": 0, + "n_ref": 3460 + }, + "13": { + "Dice": 0.0, + "FN": 43811, + "FP": 13, + "IoU": 0.0, + "TN": 39704976, + "TP": 0, + "n_pred": 13, + "n_ref": 43811 + }, + "14": { + "Dice": 0.29269073220686126, + "FN": 24187, + "FP": 20017, + "IoU": 0.17143392689784442, + "TN": 39695450, + "TP": 9146, + "n_pred": 29163, + "n_ref": 33333 + }, + "15": { + "Dice": 0.48355739400206826, + "FN": 31843, + "FP": 10606, + "IoU": 0.3188761593016912, + "TN": 39686478, + "TP": 19873, + "n_pred": 30479, + "n_ref": 51716 + }, + "2": { + "Dice": 0.0, + "FN": 117847, + "FP": 183, + "IoU": 0.0, + "TN": 39630770, + "TP": 0, + "n_pred": 183, + "n_ref": 117847 + }, + "3": { + "Dice": 0.5359817938950181, + "FN": 25937, + "FP": 161647, + "IoU": 0.36610322990517774, + "TN": 39452878, + "TP": 108338, + "n_pred": 269985, + "n_ref": 134275 + }, + "4": { + "Dice": 0.015608046072948835, + "FN": 23586, + "FP": 2, + "IoU": 0.00786540483701367, + "TN": 39725025, + "TP": 187, + "n_pred": 189, + "n_ref": 23773 + }, + "5": { + "Dice": 0.0, + "FN": 6524, + "FP": 0, + "IoU": 0.0, + "TN": 39742276, + "TP": 0, + "n_pred": 0, + "n_ref": 6524 + }, + "6": { + "Dice": 0.8337499436875921, + "FN": 243201, + "FP": 29885, + "IoU": 0.7148980951167924, + "TN": 38790946, + "TP": 684768, + "n_pred": 714653, + "n_ref": 927969 + }, + "7": { + "Dice": 0.007027582718238536, + "FN": 729496, + "FP": 724, + "IoU": 0.0035261816256461484, + "TN": 39015996, + "TP": 2584, + "n_pred": 3308, + "n_ref": 732080 + }, + "8": { + "Dice": 0.4008036162732295, + "FN": 36367, + "FP": 3002, + "IoU": 0.2506281407035176, + "TN": 39696264, + "TP": 13167, + "n_pred": 16169, + "n_ref": 49534 + }, + "9": { + "Dice": 0.005550068199990593, + "FN": 41511, + "FP": 775, + "IoU": 0.0027827563437411566, + "TN": 39706396, + "TP": 118, + "n_pred": 893, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5318145120597436, + "FN": 33719, + "FP": 77623, + "IoU": 0.36222569724881, + "TN": 101222029, + "TP": 63237, + "n_pred": 140860, + "n_ref": 96956 + }, + "10": { + "Dice": 0.1251263920806081, + "FN": 73543, + "FP": 50186, + "IoU": 0.06673857456421552, + "TN": 101264031, + "TP": 8848, + "n_pred": 59034, + "n_ref": 82391 + }, + "11": { + "Dice": 0.0, + "FN": 5529, + "FP": 0, + "IoU": 0.0, + "TN": 101391079, + "TP": 0, + "n_pred": 0, + "n_ref": 5529 + }, + "12": { + "Dice": 0.0, + "FN": 5225, + "FP": 0, + "IoU": 0.0, + "TN": 101391383, + "TP": 0, + "n_pred": 0, + "n_ref": 5225 + }, + "13": { + "Dice": 0.005990611727889129, + "FN": 49744, + "FP": 16959, + "IoU": 0.0030043046753557338, + "TN": 101329704, + "TP": 201, + "n_pred": 17160, + "n_ref": 49945 + }, + "14": { + "Dice": 0.7346953098133892, + "FN": 70875, + "FP": 4731, + "IoU": 0.5806469505025181, + "TN": 101216316, + "TP": 104686, + "n_pred": 109417, + "n_ref": 175561 + }, + "15": { + "Dice": 0.021957546308136348, + "FN": 26273, + "FP": 27267, + "IoU": 0.011100644613139764, + "TN": 101342467, + "TP": 601, + "n_pred": 27868, + "n_ref": 26874 + }, + "2": { + "Dice": 0.0, + "FN": 181739, + "FP": 533, + "IoU": 0.0, + "TN": 101214336, + "TP": 0, + "n_pred": 533, + "n_ref": 181739 + }, + "3": { + "Dice": 0.1980710029892153, + "FN": 118341, + "FP": 277095, + "IoU": 0.10992164692271159, + "TN": 100952337, + "TP": 48835, + "n_pred": 325930, + "n_ref": 167176 + }, + "4": { + "Dice": 0.21160247265810747, + "FN": 4806, + "FP": 34986, + "IoU": 0.11831959585216698, + "TN": 101351476, + "TP": 5340, + "n_pred": 40326, + "n_ref": 10146 + }, + "5": { + "Dice": 0.0, + "FN": 38516, + "FP": 0, + "IoU": 0.0, + "TN": 101358092, + "TP": 0, + "n_pred": 0, + "n_ref": 38516 + }, + "6": { + "Dice": 0.7707648507237017, + "FN": 356019, + "FP": 521056, + "IoU": 0.6270279947473703, + "TN": 99045024, + "TP": 1474509, + "n_pred": 1995565, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.22424561034591525, + "FN": 397035, + "FP": 45657, + "IoU": 0.12628188428107903, + "TN": 100889932, + "TP": 63984, + "n_pred": 109641, + "n_ref": 461019 + }, + "8": { + "Dice": 0.1831628095413624, + "FN": 228141, + "FP": 17834, + "IoU": 0.10081410183766948, + "TN": 101123055, + "TP": 27578, + "n_pred": 45412, + "n_ref": 255719 + }, + "9": { + "Dice": 0.3742133375641229, + "FN": 61853, + "FP": 20978, + "IoU": 0.2301737037277991, + "TN": 101289011, + "TP": 24766, + "n_pred": 45744, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.12724835120911332, + "FN": 201714, + "FP": 7900, + "IoU": 0.0679472642788857, + "TN": 73658609, + "TP": 15281, + "n_pred": 23181, + "n_ref": 216995 + }, + "10": { + "Dice": 0.0, + "FN": 75841, + "FP": 50481, + "IoU": 0.0, + "TN": 73757182, + "TP": 0, + "n_pred": 50481, + "n_ref": 75841 + }, + "11": { + "Dice": 0.0, + "FN": 6259, + "FP": 0, + "IoU": 0.0, + "TN": 73877245, + "TP": 0, + "n_pred": 0, + "n_ref": 6259 + }, + "12": { + "Dice": 0.0, + "FN": 5541, + "FP": 0, + "IoU": 0.0, + "TN": 73877963, + "TP": 0, + "n_pred": 0, + "n_ref": 5541 + }, + "13": { + "Dice": 0.0, + "FN": 61239, + "FP": 1400, + "IoU": 0.0, + "TN": 73820865, + "TP": 0, + "n_pred": 1400, + "n_ref": 61239 + }, + "14": { + "Dice": 0.14333130808524044, + "FN": 75664, + "FP": 228892, + "IoU": 0.07719810686171728, + "TN": 73553470, + "TP": 25478, + "n_pred": 254370, + "n_ref": 101142 + }, + "15": { + "Dice": 0.670745890527657, + "FN": 86356, + "FP": 46985, + "IoU": 0.504603209986625, + "TN": 73614344, + "TP": 135819, + "n_pred": 182804, + "n_ref": 222175 + }, + "2": { + "Dice": 0.0, + "FN": 191050, + "FP": 235, + "IoU": 0.0, + "TN": 73692219, + "TP": 0, + "n_pred": 235, + "n_ref": 191050 + }, + "3": { + "Dice": 0.021204333493765836, + "FN": 185196, + "FP": 30372, + "IoU": 0.010715777203618123, + "TN": 73665601, + "TP": 2335, + "n_pred": 32707, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 11339, + "IoU": 0.0, + "TN": 73824277, + "TP": 0, + "n_pred": 11339, + "n_ref": 47888 + }, + "5": { + "Dice": 0.0, + "FN": 15128, + "FP": 0, + "IoU": 0.0, + "TN": 73868376, + "TP": 0, + "n_pred": 0, + "n_ref": 15128 + }, + "6": { + "Dice": 0.35892817026799906, + "FN": 1183667, + "FP": 665497, + "IoU": 0.21871569773189917, + "TN": 71516678, + "TP": 517662, + "n_pred": 1183159, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.14607897735864367, + "FN": 152795, + "FP": 78738, + "IoU": 0.07879460644473356, + "TN": 73632167, + "TP": 19804, + "n_pred": 98542, + "n_ref": 172599 + }, + "8": { + "Dice": 0.04704957886206812, + "FN": 77531, + "FP": 83, + "IoU": 0.024091537784483842, + "TN": 73803974, + "TP": 1916, + "n_pred": 1999, + "n_ref": 79447 + }, + "9": { + "Dice": 0.021595620496719398, + "FN": 89108, + "FP": 8118, + "IoU": 0.010915675642682022, + "TN": 73785205, + "TP": 1073, + "n_pred": 9191, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4286832658672573, + "FN": 119989, + "FP": 59537, + "IoU": 0.27281785814103265, + "TN": 69248897, + "TP": 67353, + "n_pred": 126890, + "n_ref": 187342 + }, + "10": { + "Dice": 0.1351456726321986, + "FN": 58634, + "FP": 54495, + "IoU": 0.07246982815164633, + "TN": 69373808, + "TP": 8839, + "n_pred": 63334, + "n_ref": 67473 + }, + "11": { + "Dice": 0.0, + "FN": 3461, + "FP": 0, + "IoU": 0.0, + "TN": 69492315, + "TP": 0, + "n_pred": 0, + "n_ref": 3461 + }, + "12": { + "Dice": 0.0, + "FN": 3152, + "FP": 0, + "IoU": 0.0, + "TN": 69492624, + "TP": 0, + "n_pred": 0, + "n_ref": 3152 + }, + "13": { + "Dice": 0.22738013646081612, + "FN": 66704, + "FP": 8825, + "IoU": 0.12827349006844177, + "TN": 69409133, + "TP": 11114, + "n_pred": 19939, + "n_ref": 77818 + }, + "14": { + "Dice": 0.44228582477430406, + "FN": 102999, + "FP": 18146, + "IoU": 0.2839325929034584, + "TN": 69326595, + "TP": 48036, + "n_pred": 66182, + "n_ref": 151035 + }, + "15": { + "Dice": 0.47714876173052817, + "FN": 44702, + "FP": 63329, + "IoU": 0.3133259176863181, + "TN": 69338451, + "TP": 49294, + "n_pred": 112623, + "n_ref": 93996 + }, + "2": { + "Dice": 0.0, + "FN": 150150, + "FP": 6563, + "IoU": 0.0, + "TN": 69339063, + "TP": 0, + "n_pred": 6563, + "n_ref": 150150 + }, + "3": { + "Dice": 0.6444525153621521, + "FN": 19082, + "FP": 150277, + "IoU": 0.47541862064265933, + "TN": 69172930, + "TP": 153487, + "n_pred": 303764, + "n_ref": 172569 + }, + "4": { + "Dice": 0.2771450757085544, + "FN": 28553, + "FP": 16131, + "IoU": 0.16086384976525822, + "TN": 69442526, + "TP": 8566, + "n_pred": 24697, + "n_ref": 37119 + }, + "5": { + "Dice": 0.0, + "FN": 19093, + "FP": 0, + "IoU": 0.0, + "TN": 69476683, + "TP": 0, + "n_pred": 0, + "n_ref": 19093 + }, + "6": { + "Dice": 0.7921135111203986, + "FN": 187413, + "FP": 475136, + "IoU": 0.6557847268042041, + "TN": 67570966, + "TP": 1262261, + "n_pred": 1737397, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.2513977556604148, + "FN": 259101, + "FP": 61842, + "IoU": 0.1437706925484149, + "TN": 69120943, + "TP": 53890, + "n_pred": 115732, + "n_ref": 312991 + }, + "8": { + "Dice": 0.263989641606215, + "FN": 72782, + "FP": 15894, + "IoU": 0.15206685854712707, + "TN": 69391197, + "TP": 15903, + "n_pred": 31797, + "n_ref": 88685 + }, + "9": { + "Dice": 0.11679551657098002, + "FN": 73971, + "FP": 22792, + "IoU": 0.06201956165605219, + "TN": 69392615, + "TP": 6398, + "n_pred": 29190, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6051193876702071, + "FN": 93311, + "FP": 49079, + "IoU": 0.4338144657839278, + "TN": 50582062, + "TP": 109100, + "n_pred": 158179, + "n_ref": 202411 + }, + "10": { + "Dice": 0.3238228045589788, + "FN": 52386, + "FP": 45563, + "IoU": 0.19319127204434816, + "TN": 50712149, + "TP": 23454, + "n_pred": 69017, + "n_ref": 75840 + }, + "11": { + "Dice": 0.0, + "FN": 6729, + "FP": 0, + "IoU": 0.0, + "TN": 50826823, + "TP": 0, + "n_pred": 0, + "n_ref": 6729 + }, + "12": { + "Dice": 0.0, + "FN": 6299, + "FP": 0, + "IoU": 0.0, + "TN": 50827253, + "TP": 0, + "n_pred": 0, + "n_ref": 6299 + }, + "13": { + "Dice": 0.054242084782736864, + "FN": 46883, + "FP": 1240, + "IoU": 0.02787709835767529, + "TN": 50784049, + "TP": 1380, + "n_pred": 2620, + "n_ref": 48263 + }, + "14": { + "Dice": 0.027538726333907058, + "FN": 48521, + "FP": 107984, + "IoU": 0.013961605584642234, + "TN": 50674831, + "TP": 2216, + "n_pred": 110200, + "n_ref": 50737 + }, + "15": { + "Dice": 0.5178030933793063, + "FN": 8325, + "FP": 40902, + "IoU": 0.3493483835152925, + "TN": 50757894, + "TP": 26431, + "n_pred": 67333, + "n_ref": 34756 + }, + "2": { + "Dice": 0.0, + "FN": 212070, + "FP": 2007, + "IoU": 0.0, + "TN": 50619475, + "TP": 0, + "n_pred": 2007, + "n_ref": 212070 + }, + "3": { + "Dice": 0.6112119173108558, + "FN": 26459, + "FP": 198306, + "IoU": 0.44010452345425605, + "TN": 50432111, + "TP": 176676, + "n_pred": 374982, + "n_ref": 203135 + }, + "4": { + "Dice": 0.3469868837265529, + "FN": 9354, + "FP": 23057, + "IoU": 0.2099117546682268, + "TN": 50792530, + "TP": 8611, + "n_pred": 31668, + "n_ref": 17965 + }, + "5": { + "Dice": 0.0, + "FN": 12844, + "FP": 0, + "IoU": 0.0, + "TN": 50820708, + "TP": 0, + "n_pred": 0, + "n_ref": 12844 + }, + "6": { + "Dice": 0.7446843896072896, + "FN": 483669, + "FP": 690732, + "IoU": 0.593224830028461, + "TN": 47946451, + "TP": 1712700, + "n_pred": 2403432, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.3127407482101442, + "FN": 166334, + "FP": 106288, + "IoU": 0.1853542944739445, + "TN": 50498901, + "TP": 62029, + "n_pred": 168317, + "n_ref": 228363 + }, + "8": { + "Dice": 0.39184129645152277, + "FN": 74876, + "FP": 12188, + "IoU": 0.24365835012857043, + "TN": 50718440, + "TP": 28048, + "n_pred": 40236, + "n_ref": 102924 + }, + "9": { + "Dice": 0.2946016658872303, + "FN": 91810, + "FP": 19808, + "IoU": 0.1727465425492492, + "TN": 50698626, + "TP": 23308, + "n_pred": 43116, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5142079733089313, + "FN": 116706, + "FP": 63261, + "IoU": 0.34608341145435917, + "TN": 76609646, + "TP": 95247, + "n_pred": 158508, + "n_ref": 211953 + }, + "10": { + "Dice": 0.0, + "FN": 64959, + "FP": 18043, + "IoU": 0.0, + "TN": 76801858, + "TP": 0, + "n_pred": 18043, + "n_ref": 64959 + }, + "11": { + "Dice": 0.0, + "FN": 2874, + "FP": 0, + "IoU": 0.0, + "TN": 76881986, + "TP": 0, + "n_pred": 0, + "n_ref": 2874 + }, + "12": { + "Dice": 0.0, + "FN": 2609, + "FP": 0, + "IoU": 0.0, + "TN": 76882251, + "TP": 0, + "n_pred": 0, + "n_ref": 2609 + }, + "13": { + "Dice": 0.0, + "FN": 42783, + "FP": 2491, + "IoU": 0.0, + "TN": 76839586, + "TP": 0, + "n_pred": 2491, + "n_ref": 42783 + }, + "14": { + "Dice": 0.4267226767874828, + "FN": 49409, + "FP": 36840, + "IoU": 0.271231696085307, + "TN": 76766511, + "TP": 32100, + "n_pred": 68940, + "n_ref": 81509 + }, + "15": { + "Dice": 0.29457088046292706, + "FN": 25965, + "FP": 41328, + "IoU": 0.17272537280405198, + "TN": 76803517, + "TP": 14050, + "n_pred": 55378, + "n_ref": 40015 + }, + "2": { + "Dice": 0.3465298551112151, + "FN": 72793, + "FP": 44516, + "IoU": 0.20957732813163268, + "TN": 76736447, + "TP": 31104, + "n_pred": 75620, + "n_ref": 103897 + }, + "3": { + "Dice": 0.0, + "FN": 97410, + "FP": 13043, + "IoU": 0.0, + "TN": 76774407, + "TP": 0, + "n_pred": 13043, + "n_ref": 97410 + }, + "4": { + "Dice": 0.6709492651299696, + "FN": 8014, + "FP": 8531, + "IoU": 0.5048334480591387, + "TN": 76851447, + "TP": 16868, + "n_pred": 25399, + "n_ref": 24882 + }, + "5": { + "Dice": 0.0, + "FN": 15755, + "FP": 0, + "IoU": 0.0, + "TN": 76869105, + "TP": 0, + "n_pred": 0, + "n_ref": 15755 + }, + "6": { + "Dice": 0.7329528764129438, + "FN": 132985, + "FP": 594289, + "IoU": 0.5784732570466107, + "TN": 75159527, + "TP": 998059, + "n_pred": 1592348, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.2647151379159369, + "FN": 122461, + "FP": 92501, + "IoU": 0.1525485202458438, + "TN": 76631203, + "TP": 38695, + "n_pred": 131196, + "n_ref": 161156 + }, + "8": { + "Dice": 0.22335554648896142, + "FN": 67452, + "FP": 1076, + "IoU": 0.12571763925391033, + "TN": 76806478, + "TP": 9854, + "n_pred": 10930, + "n_ref": 77306 + }, + "9": { + "Dice": 0.005810587262200165, + "FN": 91486, + "FP": 4672, + "IoU": 0.002913758956438785, + "TN": 76788421, + "TP": 281, + "n_pred": 4953, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3667399330194513, + "FN": 94623, + "FP": 8808, + "IoU": 0.22454472526071928, + "TN": 130866551, + "TP": 29950, + "n_pred": 38758, + "n_ref": 124573 + }, + "10": { + "Dice": 0.19223895571836166, + "FN": 48366, + "FP": 28923, + "IoU": 0.10634091066762251, + "TN": 130913446, + "TP": 9197, + "n_pred": 38120, + "n_ref": 57563 + }, + "11": { + "Dice": 0.0, + "FN": 5568, + "FP": 0, + "IoU": 0.0, + "TN": 130994364, + "TP": 0, + "n_pred": 0, + "n_ref": 5568 + }, + "12": { + "Dice": 0.0, + "FN": 7302, + "FP": 0, + "IoU": 0.0, + "TN": 130992630, + "TP": 0, + "n_pred": 0, + "n_ref": 7302 + }, + "13": { + "Dice": 0.002007758374955073, + "FN": 78336, + "FP": 2189, + "IoU": 0.0010048879735999802, + "TN": 130919326, + "TP": 81, + "n_pred": 2270, + "n_ref": 78417 + }, + "14": { + "Dice": 0.0005010202594373998, + "FN": 945850, + "FP": 151360, + "IoU": 0.0002505729007685754, + "TN": 129902447, + "TP": 275, + "n_pred": 151635, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 30609, + "IoU": 0.0, + "TN": 130944013, + "TP": 0, + "n_pred": 30609, + "n_ref": 25310 + }, + "2": { + "Dice": 0.05415941277836104, + "FN": 212742, + "FP": 773, + "IoU": 0.02783342743183929, + "TN": 130780304, + "TP": 6113, + "n_pred": 6886, + "n_ref": 218855 + }, + "3": { + "Dice": 0.0, + "FN": 283041, + "FP": 28892, + "IoU": 0.0, + "TN": 130687999, + "TP": 0, + "n_pred": 28892, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 1861, + "IoU": 0.0, + "TN": 130995791, + "TP": 0, + "n_pred": 1861, + "n_ref": 2280 + }, + "5": { + "Dice": 0.0, + "FN": 23719, + "FP": 0, + "IoU": 0.0, + "TN": 130976213, + "TP": 0, + "n_pred": 0, + "n_ref": 23719 + }, + "6": { + "Dice": 0.6558876059076186, + "FN": 497995, + "FP": 525089, + "IoU": 0.48797080422021555, + "TN": 129001835, + "TP": 975013, + "n_pred": 1500102, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.05702261708463564, + "FN": 197116, + "FP": 32780, + "IoU": 0.029348060140090438, + "TN": 130763085, + "TP": 6951, + "n_pred": 39731, + "n_ref": 204067 + }, + "8": { + "Dice": 0.02677328272182077, + "FN": 124302, + "FP": 817, + "IoU": 0.013568274992116052, + "TN": 130873092, + "TP": 1721, + "n_pred": 2538, + "n_ref": 126023 + }, + "9": { + "Dice": 0.0, + "FN": 57219, + "FP": 1008, + "IoU": 0.0, + "TN": 130941705, + "TP": 0, + "n_pred": 1008, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.15412643468755693, + "FN": 52341, + "FP": 3375, + "IoU": 0.08349782866166601, + "TN": 74365906, + "TP": 5076, + "n_pred": 8451, + "n_ref": 57417 + }, + "10": { + "Dice": 0.0, + "FN": 78775, + "FP": 1594, + "IoU": 0.0, + "TN": 74346329, + "TP": 0, + "n_pred": 1594, + "n_ref": 78775 + }, + "11": { + "Dice": 0.0, + "FN": 2388, + "FP": 0, + "IoU": 0.0, + "TN": 74424310, + "TP": 0, + "n_pred": 0, + "n_ref": 2388 + }, + "12": { + "Dice": 0.0, + "FN": 2457, + "FP": 0, + "IoU": 0.0, + "TN": 74424241, + "TP": 0, + "n_pred": 0, + "n_ref": 2457 + }, + "13": { + "Dice": 0.0, + "FN": 103327, + "FP": 0, + "IoU": 0.0, + "TN": 74323371, + "TP": 0, + "n_pred": 0, + "n_ref": 103327 + }, + "14": { + "Dice": 0.2931458122417709, + "FN": 117327, + "FP": 141007, + "IoU": 0.17174625363094817, + "TN": 74114796, + "TP": 53568, + "n_pred": 194575, + "n_ref": 170895 + }, + "15": { + "Dice": 0.21342657342657342, + "FN": 13825, + "FP": 48039, + "IoU": 0.1194614059808987, + "TN": 74356441, + "TP": 8393, + "n_pred": 56432, + "n_ref": 22218 + }, + "2": { + "Dice": 0.15810557901412153, + "FN": 108531, + "FP": 331, + "IoU": 0.08583856773370058, + "TN": 74307614, + "TP": 10222, + "n_pred": 10553, + "n_ref": 118753 + }, + "3": { + "Dice": 0.0, + "FN": 131193, + "FP": 7975, + "IoU": 0.0, + "TN": 74287530, + "TP": 0, + "n_pred": 7975, + "n_ref": 131193 + }, + "4": { + "Dice": 0.0, + "FN": 30460, + "FP": 1094, + "IoU": 0.0, + "TN": 74395144, + "TP": 0, + "n_pred": 1094, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7480888559999088, + "FN": 297193, + "FP": 100417, + "IoU": 0.5975574701009725, + "TN": 73438706, + "TP": 590382, + "n_pred": 690799, + "n_ref": 887575 + }, + "7": { + "Dice": 0.07540091216713256, + "FN": 144363, + "FP": 6465, + "IoU": 0.039177464358062915, + "TN": 74269720, + "TP": 6150, + "n_pred": 12615, + "n_ref": 150513 + }, + "8": { + "Dice": 0.0017561291217043696, + "FN": 43194, + "FP": 7, + "IoU": 0.0008788362358056384, + "TN": 74383459, + "TP": 38, + "n_pred": 45, + "n_ref": 43232 + }, + "9": { + "Dice": 0.0, + "FN": 33772, + "FP": 71, + "IoU": 0.0, + "TN": 74392855, + "TP": 0, + "n_pred": 71, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5187253562467207, + "FN": 40550, + "FP": 144734, + "IoU": 0.35018850719834466, + "TN": 106361553, + "TP": 99851, + "n_pred": 244585, + "n_ref": 140401 + }, + "10": { + "Dice": 0.2732979088236314, + "FN": 63880, + "FP": 124713, + "IoU": 0.15827739493698004, + "TN": 106422632, + "TP": 35463, + "n_pred": 160176, + "n_ref": 99343 + }, + "11": { + "Dice": 0.0, + "FN": 4651, + "FP": 0, + "IoU": 0.0, + "TN": 106642037, + "TP": 0, + "n_pred": 0, + "n_ref": 4651 + }, + "12": { + "Dice": 0.0, + "FN": 5470, + "FP": 0, + "IoU": 0.0, + "TN": 106641218, + "TP": 0, + "n_pred": 0, + "n_ref": 5470 + }, + "13": { + "Dice": 0.0003608561311712037, + "FN": 40935, + "FP": 3388, + "IoU": 0.0001804606257472198, + "TN": 106602357, + "TP": 8, + "n_pred": 3396, + "n_ref": 40943 + }, + "14": { + "Dice": 0.4654510023988505, + "FN": 32516, + "FP": 54167, + "IoU": 0.30331452636993456, + "TN": 106522266, + "TP": 37739, + "n_pred": 91906, + "n_ref": 70255 + }, + "15": { + "Dice": 0.20901232673520537, + "FN": 16345, + "FP": 60978, + "IoU": 0.11670226984544031, + "TN": 106559149, + "TP": 10216, + "n_pred": 71194, + "n_ref": 26561 + }, + "2": { + "Dice": 0.19196006180910496, + "FN": 166486, + "FP": 3465, + "IoU": 0.1061702552882643, + "TN": 106456550, + "TP": 20187, + "n_pred": 23652, + "n_ref": 186673 + }, + "3": { + "Dice": 0.11032569945876017, + "FN": 127978, + "FP": 235131, + "IoU": 0.05838344704543038, + "TN": 106261065, + "TP": 22514, + "n_pred": 257645, + "n_ref": 150492 + }, + "4": { + "Dice": 0.7137526167288614, + "FN": 2241, + "FP": 4049, + "IoU": 0.5549108406453439, + "TN": 106632556, + "TP": 7842, + "n_pred": 11891, + "n_ref": 10083 + }, + "5": { + "Dice": 0.0, + "FN": 4442, + "FP": 0, + "IoU": 0.0, + "TN": 106642246, + "TP": 0, + "n_pred": 0, + "n_ref": 4442 + }, + "6": { + "Dice": 0.7813443813313136, + "FN": 363765, + "FP": 144901, + "IoU": 0.6411527336860671, + "TN": 105229188, + "TP": 908834, + "n_pred": 1053735, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.25538392848661023, + "FN": 283074, + "FP": 30460, + "IoU": 0.14638402835821301, + "TN": 106279387, + "TP": 53767, + "n_pred": 84227, + "n_ref": 336841 + }, + "8": { + "Dice": 0.25465120353176135, + "FN": 60129, + "FP": 3690, + "IoU": 0.1459027582607299, + "TN": 106571967, + "TP": 10902, + "n_pred": 14592, + "n_ref": 71031 + }, + "9": { + "Dice": 0.4447573032988833, + "FN": 57284, + "FP": 12128, + "IoU": 0.28597292515327327, + "TN": 106549476, + "TP": 27800, + "n_pred": 39928, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.469884338077754, + "FN": 101890, + "FP": 17368, + "IoU": 0.30709073161662176, + "TN": 107954816, + "TP": 52854, + "n_pred": 70222, + "n_ref": 154744 + }, + "10": { + "Dice": 0.14219261471314534, + "FN": 72475, + "FP": 32084, + "IoU": 0.07653786707882534, + "TN": 108013703, + "TP": 8666, + "n_pred": 40750, + "n_ref": 81141 + }, + "11": { + "Dice": 0.0, + "FN": 3037, + "FP": 0, + "IoU": 0.0, + "TN": 108123891, + "TP": 0, + "n_pred": 0, + "n_ref": 3037 + }, + "12": { + "Dice": 0.0, + "FN": 3974, + "FP": 0, + "IoU": 0.0, + "TN": 108122954, + "TP": 0, + "n_pred": 0, + "n_ref": 3974 + }, + "13": { + "Dice": 0.0, + "FN": 77422, + "FP": 5679, + "IoU": 0.0, + "TN": 108043827, + "TP": 0, + "n_pred": 5679, + "n_ref": 77422 + }, + "14": { + "Dice": 0.20466606288780942, + "FN": 26221, + "FP": 80038, + "IoU": 0.11399888269088058, + "TN": 108006997, + "TP": 13672, + "n_pred": 93710, + "n_ref": 39893 + }, + "15": { + "Dice": 0.38196519599226575, + "FN": 9847, + "FP": 46409, + "IoU": 0.2360673546985334, + "TN": 108053288, + "TP": 17384, + "n_pred": 63793, + "n_ref": 27231 + }, + "2": { + "Dice": 0.20037388110580837, + "FN": 167621, + "FP": 14170, + "IoU": 0.11134194986508154, + "TN": 107922360, + "TP": 22777, + "n_pred": 36947, + "n_ref": 190398 + }, + "3": { + "Dice": 0.0, + "FN": 200236, + "FP": 10810, + "IoU": 0.0, + "TN": 107915882, + "TP": 0, + "n_pred": 10810, + "n_ref": 200236 + }, + "4": { + "Dice": 0.4222543280191744, + "FN": 8028, + "FP": 61153, + "IoU": 0.26763142851093563, + "TN": 108032466, + "TP": 25281, + "n_pred": 86434, + "n_ref": 33309 + }, + "5": { + "Dice": 0.0, + "FN": 3877, + "FP": 0, + "IoU": 0.0, + "TN": 108123051, + "TP": 0, + "n_pred": 0, + "n_ref": 3877 + }, + "6": { + "Dice": 0.7415933162737888, + "FN": 385370, + "FP": 377046, + "IoU": 0.5893113298460003, + "TN": 106270495, + "TP": 1094017, + "n_pred": 1471063, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.2407500073587849, + "FN": 207310, + "FP": 102218, + "IoU": 0.1368480934294845, + "TN": 107768326, + "TP": 49074, + "n_pred": 151292, + "n_ref": 256384 + }, + "8": { + "Dice": 0.10628311884935655, + "FN": 40714, + "FP": 607, + "IoU": 0.05612408058842341, + "TN": 108083150, + "TP": 2457, + "n_pred": 3064, + "n_ref": 43171 + }, + "9": { + "Dice": 0.02335766423357664, + "FN": 60994, + "FP": 1223, + "IoU": 0.011816838995568686, + "TN": 108063967, + "TP": 744, + "n_pred": 1967, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.07361761086726933, + "FN": 116895, + "FP": 74327, + "IoU": 0.038215471280555274, + "TN": 62371340, + "TP": 7598, + "n_pred": 81925, + "n_ref": 124493 + }, + "10": { + "Dice": 2.505104149705024e-05, + "FN": 59145, + "FP": 20690, + "IoU": 1.2525677639160279e-05, + "TN": 62490324, + "TP": 1, + "n_pred": 20691, + "n_ref": 59146 + }, + "11": { + "Dice": 0.0, + "FN": 2052, + "FP": 0, + "IoU": 0.0, + "TN": 62568108, + "TP": 0, + "n_pred": 0, + "n_ref": 2052 + }, + "12": { + "Dice": 0.0, + "FN": 4267, + "FP": 0, + "IoU": 0.0, + "TN": 62565893, + "TP": 0, + "n_pred": 0, + "n_ref": 4267 + }, + "13": { + "Dice": 0.0, + "FN": 41709, + "FP": 57, + "IoU": 0.0, + "TN": 62528394, + "TP": 0, + "n_pred": 57, + "n_ref": 41709 + }, + "14": { + "Dice": 0.6402806562615617, + "FN": 158877, + "FP": 60859, + "IoU": 0.47089177572568897, + "TN": 62154865, + "TP": 195559, + "n_pred": 256418, + "n_ref": 354436 + }, + "15": { + "Dice": 0.26997576417983354, + "FN": 69784, + "FP": 46787, + "IoU": 0.15605316884583642, + "TN": 62432034, + "TP": 21555, + "n_pred": 68342, + "n_ref": 91339 + }, + "2": { + "Dice": 0.04854754343358864, + "FN": 162854, + "FP": 126, + "IoU": 0.024877646017063743, + "TN": 62403022, + "TP": 4158, + "n_pred": 4284, + "n_ref": 167012 + }, + "3": { + "Dice": 0.008357021271282728, + "FN": 199164, + "FP": 39105, + "IoU": 0.004196043849494092, + "TN": 62330887, + "TP": 1004, + "n_pred": 40109, + "n_ref": 200168 + }, + "4": { + "Dice": 0.819101891953499, + "FN": 5513, + "FP": 2423, + "IoU": 0.693626220901054, + "TN": 62544257, + "TP": 17967, + "n_pred": 20390, + "n_ref": 23480 + }, + "5": { + "Dice": 0.0, + "FN": 8175, + "FP": 0, + "IoU": 0.0, + "TN": 62561985, + "TP": 0, + "n_pred": 0, + "n_ref": 8175 + }, + "6": { + "Dice": 0.7174568434991497, + "FN": 443284, + "FP": 355574, + "IoU": 0.5594017167083719, + "TN": 60757039, + "TP": 1014263, + "n_pred": 1369837, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.1311615032470989, + "FN": 173845, + "FP": 5697, + "IoU": 0.07018343397516236, + "TN": 62377066, + "TP": 13552, + "n_pred": 19249, + "n_ref": 187397 + }, + "8": { + "Dice": 0.03741901176865703, + "FN": 68787, + "FP": 0, + "IoU": 0.019066225543323257, + "TN": 62500036, + "TP": 1337, + "n_pred": 1337, + "n_ref": 70124 + }, + "9": { + "Dice": 0.03589782633522403, + "FN": 48653, + "FP": 1999, + "IoU": 0.01827696482217269, + "TN": 62518565, + "TP": 943, + "n_pred": 2942, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4192277484132544, + "FN": 181961, + "FP": 91635, + "IoU": 0.2652043948724697, + "TN": 55008905, + "TP": 98747, + "n_pred": 190382, + "n_ref": 280708 + }, + "10": { + "Dice": 0.009314586994727592, + "FN": 76092, + "FP": 25374, + "IoU": 0.004679085371236868, + "TN": 55279305, + "TP": 477, + "n_pred": 25851, + "n_ref": 76569 + }, + "11": { + "Dice": 0.0, + "FN": 4327, + "FP": 0, + "IoU": 0.0, + "TN": 55376921, + "TP": 0, + "n_pred": 0, + "n_ref": 4327 + }, + "12": { + "Dice": 0.0, + "FN": 4728, + "FP": 0, + "IoU": 0.0, + "TN": 55376520, + "TP": 0, + "n_pred": 0, + "n_ref": 4728 + }, + "13": { + "Dice": 0.0, + "FN": 54871, + "FP": 377, + "IoU": 0.0, + "TN": 55326000, + "TP": 0, + "n_pred": 377, + "n_ref": 54871 + }, + "14": { + "Dice": 0.35385521135004716, + "FN": 43196, + "FP": 146673, + "IoU": 0.21495995600742582, + "TN": 55139389, + "TP": 51990, + "n_pred": 198663, + "n_ref": 95186 + }, + "15": { + "Dice": 0.713220489887595, + "FN": 17365, + "FP": 39325, + "IoU": 0.5542678324317524, + "TN": 55254064, + "TP": 70494, + "n_pred": 109819, + "n_ref": 87859 + }, + "2": { + "Dice": 0.10984843267168982, + "FN": 183406, + "FP": 10461, + "IoU": 0.05811620325610094, + "TN": 55175419, + "TP": 11962, + "n_pred": 22423, + "n_ref": 195368 + }, + "3": { + "Dice": 0.007174522612278146, + "FN": 183202, + "FP": 6935, + "IoU": 0.0036001760784806942, + "TN": 55190424, + "TP": 687, + "n_pred": 7622, + "n_ref": 183889 + }, + "4": { + "Dice": 0.023961760506549135, + "FN": 7216, + "FP": 8507, + "IoU": 0.012126162352349836, + "TN": 55365332, + "TP": 193, + "n_pred": 8700, + "n_ref": 7409 + }, + "5": { + "Dice": 0.0, + "FN": 5640, + "FP": 0, + "IoU": 0.0, + "TN": 55375608, + "TP": 0, + "n_pred": 0, + "n_ref": 5640 + }, + "6": { + "Dice": 0.7373015434422279, + "FN": 491504, + "FP": 226293, + "IoU": 0.5839094358697303, + "TN": 53656150, + "TP": 1007301, + "n_pred": 1233594, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.41351489361702126, + "FN": 126665, + "FP": 11159, + "IoU": 0.2606484561079759, + "TN": 55194836, + "TP": 48588, + "n_pred": 59747, + "n_ref": 175253 + }, + "8": { + "Dice": 0.05572310785580928, + "FN": 45694, + "FP": 331, + "IoU": 0.028660067956862167, + "TN": 55333865, + "TP": 1358, + "n_pred": 1689, + "n_ref": 47052 + }, + "9": { + "Dice": 0.02258823529411765, + "FN": 50292, + "FP": 3710, + "IoU": 0.01142313184198001, + "TN": 55326622, + "TP": 624, + "n_pred": 4334, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5024401588607822, + "FN": 148312, + "FP": 129814, + "IoU": 0.3355058976999329, + "TN": 110728062, + "TP": 140427, + "n_pred": 270241, + "n_ref": 288739 + }, + "10": { + "Dice": 0.46728959120577124, + "FN": 48267, + "FP": 29269, + "IoU": 0.3048779394493603, + "TN": 111035072, + "TP": 34007, + "n_pred": 63276, + "n_ref": 82274 + }, + "11": { + "Dice": 0.0, + "FN": 3634, + "FP": 0, + "IoU": 0.0, + "TN": 111142981, + "TP": 0, + "n_pred": 0, + "n_ref": 3634 + }, + "12": { + "Dice": 0.0, + "FN": 3104, + "FP": 0, + "IoU": 0.0, + "TN": 111143511, + "TP": 0, + "n_pred": 0, + "n_ref": 3104 + }, + "13": { + "Dice": 0.054619317567463195, + "FN": 60826, + "FP": 377, + "IoU": 0.02807641612805895, + "TN": 111083644, + "TP": 1768, + "n_pred": 2145, + "n_ref": 62594 + }, + "14": { + "Dice": 0.0574488534944391, + "FN": 39024, + "FP": 29622, + "IoU": 0.029573920664989116, + "TN": 111075877, + "TP": 2092, + "n_pred": 31714, + "n_ref": 41116 + }, + "15": { + "Dice": 0.2593064530809138, + "FN": 16817, + "FP": 32011, + "IoU": 0.1489673202614379, + "TN": 111089240, + "TP": 8547, + "n_pred": 40558, + "n_ref": 25364 + }, + "2": { + "Dice": 0.3400283214680608, + "FN": 112065, + "FP": 58046, + "IoU": 0.20483983303183706, + "TN": 110932682, + "TP": 43822, + "n_pred": 101868, + "n_ref": 155887 + }, + "3": { + "Dice": 0.00025742559264671364, + "FN": 244527, + "FP": 19559, + "IoU": 0.00012872936543995153, + "TN": 110882495, + "TP": 34, + "n_pred": 19593, + "n_ref": 244561 + }, + "4": { + "Dice": 0.40437347392986017, + "FN": 9481, + "FP": 18084, + "IoU": 0.2534261415957965, + "TN": 111109693, + "TP": 9357, + "n_pred": 27441, + "n_ref": 18838 + }, + "5": { + "Dice": 0.0, + "FN": 4767, + "FP": 0, + "IoU": 0.0, + "TN": 111141848, + "TP": 0, + "n_pred": 0, + "n_ref": 4767 + }, + "6": { + "Dice": 0.7463689121211632, + "FN": 334499, + "FP": 528444, + "IoU": 0.5953656696437154, + "TN": 109013966, + "TP": 1269706, + "n_pred": 1798150, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.02418750284741579, + "FN": 372860, + "FP": 98354, + "IoU": 0.012241800718576933, + "TN": 110669561, + "TP": 5840, + "n_pred": 104194, + "n_ref": 378700 + }, + "8": { + "Dice": 0.30142113778477414, + "FN": 63316, + "FP": 16563, + "IoU": 0.1774548974380097, + "TN": 111049503, + "TP": 17233, + "n_pred": 33796, + "n_ref": 80549 + }, + "9": { + "Dice": 0.1730777159348588, + "FN": 49557, + "FP": 10614, + "IoU": 0.0947373172052717, + "TN": 111080147, + "TP": 6297, + "n_pred": 16911, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5121986594424358, + "FN": 103309, + "FP": 85035, + "IoU": 0.34426549128560785, + "TN": 96833799, + "TP": 98882, + "n_pred": 183917, + "n_ref": 202191 + }, + "10": { + "Dice": 0.03346918118374088, + "FN": 71888, + "FP": 73254, + "IoU": 0.017019403338864245, + "TN": 96973370, + "TP": 2513, + "n_pred": 75767, + "n_ref": 74401 + }, + "11": { + "Dice": 0.0, + "FN": 3912, + "FP": 0, + "IoU": 0.0, + "TN": 97117113, + "TP": 0, + "n_pred": 0, + "n_ref": 3912 + }, + "12": { + "Dice": 0.0, + "FN": 5283, + "FP": 0, + "IoU": 0.0, + "TN": 97115742, + "TP": 0, + "n_pred": 0, + "n_ref": 5283 + }, + "13": { + "Dice": 0.03670402304155974, + "FN": 50377, + "FP": 1798, + "IoU": 0.018695104290093852, + "TN": 97067856, + "TP": 994, + "n_pred": 2792, + "n_ref": 51371 + }, + "14": { + "Dice": 0.6718898152115129, + "FN": 37644, + "FP": 55788, + "IoU": 0.5058991512202861, + "TN": 96931930, + "TP": 95663, + "n_pred": 151451, + "n_ref": 133307 + }, + "15": { + "Dice": 0.7808803334377334, + "FN": 19881, + "FP": 7404, + "IoU": 0.6405280423698668, + "TN": 97045122, + "TP": 48618, + "n_pred": 56022, + "n_ref": 68499 + }, + "2": { + "Dice": 0.3401590502299658, + "FN": 129860, + "FP": 15757, + "IoU": 0.20493472599112209, + "TN": 96937874, + "TP": 37534, + "n_pred": 53291, + "n_ref": 167394 + }, + "3": { + "Dice": 0.19049187437043869, + "FN": 185142, + "FP": 109795, + "IoU": 0.10527273775251109, + "TN": 96791386, + "TP": 34702, + "n_pred": 144497, + "n_ref": 219844 + }, + "4": { + "Dice": 0.5562727850429781, + "FN": 8917, + "FP": 4350, + "IoU": 0.3853032479266089, + "TN": 97099442, + "TP": 8316, + "n_pred": 12666, + "n_ref": 17233 + }, + "5": { + "Dice": 0.0, + "FN": 12458, + "FP": 0, + "IoU": 0.0, + "TN": 97108567, + "TP": 0, + "n_pred": 0, + "n_ref": 12458 + }, + "6": { + "Dice": 0.8312833747132188, + "FN": 212073, + "FP": 346308, + "IoU": 0.7112788136381969, + "TN": 95187045, + "TP": 1375599, + "n_pred": 1721907, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.09947163103056639, + "FN": 306621, + "FP": 58111, + "IoU": 0.05233893513755079, + "TN": 96736149, + "TP": 20144, + "n_pred": 78255, + "n_ref": 326765 + }, + "8": { + "Dice": 0.21250887184724843, + "FN": 87832, + "FP": 3150, + "IoU": 0.11888667221910167, + "TN": 97017767, + "TP": 12276, + "n_pred": 15426, + "n_ref": 100108 + }, + "9": { + "Dice": 0.23082288985639718, + "FN": 81051, + "FP": 14880, + "IoU": 0.13046906866077498, + "TN": 97010700, + "TP": 14394, + "n_pred": 29274, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.36889914701455095, + "FN": 151185, + "FP": 6038, + "IoU": 0.226165749554569, + "TN": 78853231, + "TP": 45951, + "n_pred": 51989, + "n_ref": 197136 + }, + "10": { + "Dice": 0.0, + "FN": 93012, + "FP": 0, + "IoU": 0.0, + "TN": 78963393, + "TP": 0, + "n_pred": 0, + "n_ref": 93012 + }, + "11": { + "Dice": 0.0, + "FN": 3009, + "FP": 0, + "IoU": 0.0, + "TN": 79053396, + "TP": 0, + "n_pred": 0, + "n_ref": 3009 + }, + "12": { + "Dice": 0.0, + "FN": 3004, + "FP": 0, + "IoU": 0.0, + "TN": 79053401, + "TP": 0, + "n_pred": 0, + "n_ref": 3004 + }, + "13": { + "Dice": 0.0, + "FN": 65475, + "FP": 0, + "IoU": 0.0, + "TN": 78990930, + "TP": 0, + "n_pred": 0, + "n_ref": 65475 + }, + "14": { + "Dice": 0.23449752597008014, + "FN": 21670, + "FP": 84150, + "IoU": 0.13282197528436096, + "TN": 78934377, + "TP": 16208, + "n_pred": 100358, + "n_ref": 37878 + }, + "15": { + "Dice": 0.4288588544212429, + "FN": 19668, + "FP": 30577, + "IoU": 0.27296010649843, + "TN": 78987296, + "TP": 18864, + "n_pred": 49441, + "n_ref": 38532 + }, + "2": { + "Dice": 0.3132227600541242, + "FN": 90293, + "FP": 8173, + "IoU": 0.18569302017863049, + "TN": 78935485, + "TP": 22454, + "n_pred": 30627, + "n_ref": 112747 + }, + "3": { + "Dice": 0.006341224283251894, + "FN": 120979, + "FP": 4693, + "IoU": 0.0031806968978290357, + "TN": 78930332, + "TP": 401, + "n_pred": 5094, + "n_ref": 121380 + }, + "4": { + "Dice": 0.2372571892275701, + "FN": 6143, + "FP": 8896, + "IoU": 0.1345954655311313, + "TN": 79039027, + "TP": 2339, + "n_pred": 11235, + "n_ref": 8482 + }, + "5": { + "Dice": 0.0, + "FN": 4958, + "FP": 0, + "IoU": 0.0, + "TN": 79051447, + "TP": 0, + "n_pred": 0, + "n_ref": 4958 + }, + "6": { + "Dice": 0.7128039932536759, + "FN": 398583, + "FP": 342829, + "IoU": 0.553764919653105, + "TN": 77394922, + "TP": 920071, + "n_pred": 1262900, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.0993996847765622, + "FN": 448235, + "FP": 18031, + "IoU": 0.05229909938475234, + "TN": 78564408, + "TP": 25731, + "n_pred": 43762, + "n_ref": 473966 + }, + "8": { + "Dice": 0.0, + "FN": 31527, + "FP": 3568, + "IoU": 0.0, + "TN": 79021310, + "TP": 0, + "n_pred": 3568, + "n_ref": 31527 + }, + "9": { + "Dice": 0.0, + "FN": 71291, + "FP": 0, + "IoU": 0.0, + "TN": 78985114, + "TP": 0, + "n_pred": 0, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.347074028249072, + "FN": 162591, + "FP": 103904, + "IoU": 0.20997554287408285, + "TN": 122374615, + "TP": 70830, + "n_pred": 174734, + "n_ref": 233421 + }, + "10": { + "Dice": 0.19491589961770245, + "FN": 91200, + "FP": 67375, + "IoU": 0.10798161679914046, + "TN": 122534169, + "TP": 19196, + "n_pred": 86571, + "n_ref": 110396 + }, + "11": { + "Dice": 0.0, + "FN": 4182, + "FP": 0, + "IoU": 0.0, + "TN": 122707758, + "TP": 0, + "n_pred": 0, + "n_ref": 4182 + }, + "12": { + "Dice": 0.0, + "FN": 6290, + "FP": 0, + "IoU": 0.0, + "TN": 122705650, + "TP": 0, + "n_pred": 0, + "n_ref": 6290 + }, + "13": { + "Dice": 0.0010435009456727321, + "FN": 53768, + "FP": 7500, + "IoU": 0.0005220228384991844, + "TN": 122650640, + "TP": 32, + "n_pred": 7532, + "n_ref": 53800 + }, + "14": { + "Dice": 0.5336972171483829, + "FN": 45606, + "FP": 62891, + "IoU": 0.3639747693245636, + "TN": 122541354, + "TP": 62089, + "n_pred": 124980, + "n_ref": 107695 + }, + "15": { + "Dice": 0.4309600751977715, + "FN": 19683, + "FP": 63254, + "IoU": 0.27466482425684124, + "TN": 122597597, + "TP": 31406, + "n_pred": 94660, + "n_ref": 51089 + }, + "2": { + "Dice": 0.38009478138858677, + "FN": 103215, + "FP": 6794, + "IoU": 0.23464013636205516, + "TN": 122568205, + "TP": 33726, + "n_pred": 40520, + "n_ref": 136941 + }, + "3": { + "Dice": 0.0, + "FN": 145880, + "FP": 72617, + "IoU": 0.0, + "TN": 122493443, + "TP": 0, + "n_pred": 72617, + "n_ref": 145880 + }, + "4": { + "Dice": 0.6078318143396353, + "FN": 29161, + "FP": 17698, + "IoU": 0.43660803385714114, + "TN": 122628767, + "TP": 36314, + "n_pred": 54012, + "n_ref": 65475 + }, + "5": { + "Dice": 0.0, + "FN": 17209, + "FP": 0, + "IoU": 0.0, + "TN": 122694731, + "TP": 0, + "n_pred": 0, + "n_ref": 17209 + }, + "6": { + "Dice": 0.7190130294890432, + "FN": 350901, + "FP": 711996, + "IoU": 0.5612961302816727, + "TN": 120289128, + "TP": 1359915, + "n_pred": 2071911, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.08153785198038063, + "FN": 539368, + "FP": 65657, + "IoU": 0.042501673574612944, + "TN": 122080059, + "TP": 26856, + "n_pred": 92513, + "n_ref": 566224 + }, + "8": { + "Dice": 0.20589354961511908, + "FN": 120495, + "FP": 2578, + "IoU": 0.1147610553269845, + "TN": 122572912, + "TP": 15955, + "n_pred": 18533, + "n_ref": 136450 + }, + "9": { + "Dice": 0.20484182098765433, + "FN": 64127, + "FP": 18315, + "IoU": 0.11410795069900388, + "TN": 122618879, + "TP": 10619, + "n_pred": 28934, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/loop_001/summary_cross_val.json b/nnActive_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/loop_001/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..47fe2a79eef16700dfae23478328dc60dd6f5cae --- /dev/null +++ b/nnActive_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/loop_001/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.07755233880709807, + "FN": 396.1577777777778, + "FP": 181.78, + "IoU": 0.056515684660711295, + "TN": 45709.79777777778, + "TP": 133.59777777777776, + "n_pred": 315.3777777777778, + "n_ref": 529.7555555555555 + }, + "mean": { + "1": { + "Dice": 0.11492007104795737, + "FN": 38.333333333333336, + "FP": 151.16666666666666, + "IoU": 0.10634451019066404, + "TN": 46102.433333333334, + "TP": 129.4, + "n_pred": 280.56666666666666, + "n_ref": 167.73333333333332 + }, + "10": { + "Dice": 0.10162536775892932, + "FN": 72.43333333333334, + "FP": 234.26666666666668, + "IoU": 0.07013222252490448, + "TN": 46074.73333333333, + "TP": 39.9, + "n_pred": 274.1666666666667, + "n_ref": 112.33333333333333 + }, + "11": { + "Dice": 0.0, + "FN": 120.16666666666667, + "FP": 0.0, + "IoU": 0.0, + "TN": 46301.166666666664, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 120.16666666666667 + }, + "12": { + "Dice": 0.0, + "FN": 0.0, + "FP": 1.8, + "IoU": 0.0, + "TN": 46419.53333333333, + "TP": 0.0, + "n_pred": 1.8, + "n_ref": 0.0 + }, + "13": { + "Dice": 0.022207917605407145, + "FN": 517.1333333333333, + "FP": 77.76666666666667, + "IoU": 0.01162007409902324, + "TN": 45821.833333333336, + "TP": 4.6, + "n_pred": 82.36666666666666, + "n_ref": 521.7333333333333 + }, + "14": { + "Dice": 0.0953440101701637, + "FN": 315.53333333333336, + "FP": 703.7, + "IoU": 0.06650845377668617, + "TN": 45365.73333333333, + "TP": 36.36666666666667, + "n_pred": 740.0666666666667, + "n_ref": 351.9 + }, + "15": { + "Dice": 0.06823711072013545, + "FN": 752.1, + "FP": 45.1, + "IoU": 0.043916270431173805, + "TN": 45601.26666666667, + "TP": 22.866666666666667, + "n_pred": 67.96666666666667, + "n_ref": 774.9666666666667 + }, + "2": { + "Dice": 0.06877952852281907, + "FN": 534.3666666666667, + "FP": 87.9, + "IoU": 0.055314569210476235, + "TN": 45518.1, + "TP": 280.96666666666664, + "n_pred": 368.8666666666667, + "n_ref": 815.3333333333334 + }, + "3": { + "Dice": 0.05871835485868673, + "FN": 485.6, + "FP": 483.1333333333333, + "IoU": 0.03829462137449668, + "TN": 45279.73333333333, + "TP": 172.86666666666667, + "n_pred": 656.0, + "n_ref": 658.4666666666667 + }, + "4": { + "Dice": 0.11117533920768209, + "FN": 477.5, + "FP": 7.733333333333333, + "IoU": 0.07047785807552898, + "TN": 45864.566666666666, + "TP": 71.53333333333333, + "n_pred": 79.26666666666667, + "n_ref": 549.0333333333333 + }, + "5": { + "Dice": 0.0, + "FN": 327.93333333333334, + "FP": 0.0, + "IoU": 0.0, + "TN": 46093.4, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 327.93333333333334 + }, + "6": { + "Dice": 0.3078995403089582, + "FN": 835.2, + "FP": 644.4333333333333, + "IoU": 0.24175880119903592, + "TN": 43799.76666666667, + "TP": 1141.9333333333334, + "n_pred": 1786.3666666666666, + "n_ref": 1977.1333333333334 + }, + "7": { + "Dice": 0.08223001056927946, + "FN": 928.0333333333333, + "FP": 197.96666666666667, + "IoU": 0.05299481946826598, + "TN": 45259.36666666667, + "TP": 35.96666666666667, + "n_pred": 233.93333333333334, + "n_ref": 964.0 + }, + "8": { + "Dice": 0.0, + "FN": 62.4, + "FP": 91.73333333333333, + "IoU": 0.0, + "TN": 46267.2, + "TP": 0.0, + "n_pred": 91.73333333333333, + "n_ref": 62.4 + }, + "9": { + "Dice": 0.13214783133645264, + "FN": 475.6333333333333, + "FP": 0.0, + "IoU": 0.09037306956041381, + "TN": 45878.13333333333, + "TP": 67.56666666666666, + "n_pred": 67.56666666666666, + "n_ref": 543.2 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 502, + "FP": 0, + "IoU": 0.0, + "TN": 48650, + "TP": 0, + "n_pred": 0, + "n_ref": 502 + }, + "10": { + "Dice": 0.0, + "FN": 2, + "FP": 0, + "IoU": 0.0, + "TN": 49150, + "TP": 0, + "n_pred": 0, + "n_ref": 2 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 32, + "IoU": 0.0, + "TN": 49120, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 90, + "IoU": 0.0, + "TN": 49062, + "TP": 0, + "n_pred": 90, + "n_ref": 0 + }, + "3": { + "Dice": 0.5472462203023758, + "FN": 6432, + "FP": 276, + "IoU": 0.3766957814532615, + "TN": 38390, + "TP": 4054, + "n_pred": 4330, + "n_ref": 10486 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 49151, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 58, + "IoU": 0.0, + "TN": 49094, + "TP": 0, + "n_pred": 58, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 49146, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 2155, + "IoU": 0.0, + "TN": 46997, + "TP": 0, + "n_pred": 2155, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 49151, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 610, + "IoU": 0.0, + "TN": 48542, + "TP": 0, + "n_pred": 610, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5030785947120608, + "FN": 2073, + "FP": 671, + "IoU": 0.33607548995886766, + "TN": 45019, + "TP": 1389, + "n_pred": 2060, + "n_ref": 3462 + }, + "7": { + "Dice": 0.0, + "FN": 2683, + "FP": 6, + "IoU": 0.0, + "TN": 46463, + "TP": 0, + "n_pred": 6, + "n_ref": 2683 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 863, + "IoU": 0.0, + "TN": 31905, + "TP": 0, + "n_pred": 863, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.1375642616557348, + "FN": 4865, + "FP": 0, + "IoU": 0.07386255473063012, + "TN": 27515, + "TP": 388, + "n_pred": 388, + "n_ref": 5253 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 84, + "IoU": 0.0, + "TN": 16300, + "TP": 0, + "n_pred": 84, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 16380, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 16354, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 557, + "IoU": 0.0, + "TN": 15827, + "TP": 0, + "n_pred": 557, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 6089, + "FP": 0, + "IoU": 0.0, + "TN": 10295, + "TP": 0, + "n_pred": 0, + "n_ref": 6089 + }, + "6": { + "Dice": 0.0987012987012987, + "FN": 414, + "FP": 280, + "IoU": 0.05191256830601093, + "TN": 15652, + "TP": 38, + "n_pred": 318, + "n_ref": 452 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 153, + "IoU": 0.0, + "TN": 16231, + "TP": 0, + "n_pred": 153, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 1556, + "FP": 0, + "IoU": 0.0, + "TN": 14828, + "TP": 0, + "n_pred": 0, + "n_ref": 1556 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 561, + "IoU": 0.0, + "TN": 64975, + "TP": 0, + "n_pred": 561, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1595, + "IoU": 0.0, + "TN": 63941, + "TP": 0, + "n_pred": 1595, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 530, + "IoU": 0.0, + "TN": 65006, + "TP": 0, + "n_pred": 530, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 546, + "IoU": 0.0, + "TN": 64990, + "TP": 0, + "n_pred": 546, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2830, + "IoU": 0.0, + "TN": 62706, + "TP": 0, + "n_pred": 2830, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 4404, + "FP": 0, + "IoU": 0.0, + "TN": 61132, + "TP": 0, + "n_pred": 0, + "n_ref": 4404 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 122, + "IoU": 0.0, + "TN": 16262, + "TP": 0, + "n_pred": 122, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5866302864938608, + "FN": 1362, + "FP": 153, + "IoU": 0.41505791505791506, + "TN": 13794, + "TP": 1075, + "n_pred": 1228, + "n_ref": 2437 + }, + "7": { + "Dice": 0.0, + "FN": 13786, + "FP": 0, + "IoU": 0.0, + "TN": 2598, + "TP": 0, + "n_pred": 0, + "n_ref": 13786 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 32741, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 6410, + "FP": 0, + "IoU": 0.0, + "TN": 26358, + "TP": 0, + "n_pred": 0, + "n_ref": 6410 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.058981233243967826, + "FN": 1, + "FP": 4211, + "IoU": 0.03038674033149171, + "TN": 28424, + "TP": 132, + "n_pred": 4343, + "n_ref": 133 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 463, + "IoU": 0.0, + "TN": 65073, + "TP": 0, + "n_pred": 463, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.003290826820238585, + "FN": 8801, + "FP": 3314, + "IoU": 0.0016481252575195715, + "TN": 53401, + "TP": 20, + "n_pred": 3334, + "n_ref": 8821 + }, + "15": { + "Dice": 0.061506150615061504, + "FN": 6256, + "FP": 0, + "IoU": 0.031728834545735954, + "TN": 59075, + "TP": 205, + "n_pred": 205, + "n_ref": 6461 + }, + "2": { + "Dice": 0.0, + "FN": 10518, + "FP": 0, + "IoU": 0.0, + "TN": 55018, + "TP": 0, + "n_pred": 0, + "n_ref": 10518 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5914, + "IoU": 0.0, + "TN": 59622, + "TP": 0, + "n_pred": 5914, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.11088709677419355, + "FN": 52, + "FP": 830, + "IoU": 0.05869797225186766, + "TN": 64599, + "TP": 55, + "n_pred": 885, + "n_ref": 107 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3569, + "IoU": 0.0, + "TN": 61967, + "TP": 0, + "n_pred": 3569, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 1522, + "FP": 0, + "IoU": 0.0, + "TN": 64014, + "TP": 0, + "n_pred": 0, + "n_ref": 1522 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 237, + "IoU": 0.0, + "TN": 65299, + "TP": 0, + "n_pred": 237, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.07119741100323625, + "FN": 2009, + "FP": 0, + "IoU": 0.03691275167785235, + "TN": 63450, + "TP": 77, + "n_pred": 77, + "n_ref": 2086 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 596, + "IoU": 0.0, + "TN": 64940, + "TP": 0, + "n_pred": 596, + "n_ref": 0 + }, + "9": { + "Dice": 0.03167932762243414, + "FN": 5991, + "FP": 0, + "IoU": 0.01609459681392675, + "TN": 59447, + "TP": 98, + "n_pred": 98, + "n_ref": 6089 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 88, + "IoU": 0.0, + "TN": 65448, + "TP": 0, + "n_pred": 88, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.5687732342007435, + "FN": 665, + "FP": 959, + "IoU": 0.3974025974025974, + "TN": 62841, + "TP": 1071, + "n_pred": 2030, + "n_ref": 1736 + }, + "15": { + "Dice": 0.48439073514602216, + "FN": 1024, + "FP": 0, + "IoU": 0.3196013289036545, + "TN": 64031, + "TP": 481, + "n_pred": 481, + "n_ref": 1505 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 206, + "IoU": 0.0, + "TN": 65330, + "TP": 0, + "n_pred": 206, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 472, + "FP": 0, + "IoU": 0.0, + "TN": 65064, + "TP": 0, + "n_pred": 0, + "n_ref": 472 + }, + "6": { + "Dice": 0.026889688757145883, + "FN": 685, + "FP": 8507, + "IoU": 0.013628071681510891, + "TN": 56217, + "TP": 127, + "n_pred": 8634, + "n_ref": 812 + }, + "7": { + "Dice": 0.43316195372750643, + "FN": 598, + "FP": 284, + "IoU": 0.27645611156685806, + "TN": 64317, + "TP": 337, + "n_pred": 621, + "n_ref": 935 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 13569, + "IoU": 0.0, + "TN": 2815, + "TP": 0, + "n_pred": 13569, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 15283, + "FP": 0, + "IoU": 0.0, + "TN": 1101, + "TP": 0, + "n_pred": 0, + "n_ref": 15283 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2500, + "IoU": 0.0, + "TN": 63036, + "TP": 0, + "n_pred": 2500, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8716945024356297, + "FN": 2933, + "FP": 17, + "IoU": 0.7725695782900316, + "TN": 52565, + "TP": 10021, + "n_pred": 10038, + "n_ref": 12954 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1173, + "IoU": 0.0, + "TN": 47979, + "TP": 0, + "n_pred": 1173, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 2083, + "FP": 0, + "IoU": 0.0, + "TN": 47069, + "TP": 0, + "n_pred": 0, + "n_ref": 2083 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 50, + "IoU": 0.0, + "TN": 49102, + "TP": 0, + "n_pred": 50, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 594, + "IoU": 0.0, + "TN": 48558, + "TP": 0, + "n_pred": 594, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1295, + "IoU": 0.0, + "TN": 47857, + "TP": 0, + "n_pred": 1295, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.218335343787696, + "FN": 1296, + "FP": 0, + "IoU": 0.12254570074475288, + "TN": 47675, + "TP": 181, + "n_pred": 181, + "n_ref": 1477 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.044444444444444446, + "FN": 4515, + "FP": 0, + "IoU": 0.022727272727272728, + "TN": 44532, + "TP": 105, + "n_pred": 105, + "n_ref": 4620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.919360568383659, + "FN": 648, + "FP": 33, + "IoU": 0.8507560815253123, + "TN": 77357, + "TP": 3882, + "n_pred": 3915, + "n_ref": 4530 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1647, + "IoU": 0.0, + "TN": 80273, + "TP": 0, + "n_pred": 1647, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 87, + "IoU": 0.0, + "TN": 81833, + "TP": 0, + "n_pred": 87, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 466, + "IoU": 0.0, + "TN": 81454, + "TP": 0, + "n_pred": 466, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 81901, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 310, + "FP": 0, + "IoU": 0.0, + "TN": 81610, + "TP": 0, + "n_pred": 0, + "n_ref": 310 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 784, + "FP": 0, + "IoU": 0.0, + "TN": 31984, + "TP": 0, + "n_pred": 0, + "n_ref": 784 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 32762, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.43203243791180945, + "FN": 5603, + "FP": 0, + "IoU": 0.2755365916731316, + "TN": 25034, + "TP": 2131, + "n_pred": 2131, + "n_ref": 7734 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 512, + "IoU": 0.0, + "TN": 32256, + "TP": 0, + "n_pred": 512, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4121, + "IoU": 0.0, + "TN": 28647, + "TP": 0, + "n_pred": 4121, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 164, + "IoU": 0.0, + "TN": 48988, + "TP": 0, + "n_pred": 164, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.08883167042162858, + "FN": 500, + "FP": 2331, + "IoU": 0.04648029639609296, + "TN": 46183, + "TP": 138, + "n_pred": 2469, + "n_ref": 638 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1527, + "IoU": 0.0, + "TN": 47625, + "TP": 0, + "n_pred": 1527, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9250276743483948, + "FN": 615, + "FP": 130, + "IoU": 0.8605130125444673, + "TN": 43811, + "TP": 4596, + "n_pred": 4726, + "n_ref": 5211 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.5846153846153846, + "FN": 2592, + "FP": 0, + "IoU": 0.41304347826086957, + "TN": 44736, + "TP": 1824, + "n_pred": 1824, + "n_ref": 4416 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6434606285907402, + "FN": 1054, + "FP": 1, + "IoU": 0.4743398106626806, + "TN": 63529, + "TP": 952, + "n_pred": 953, + "n_ref": 2006 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 10362, + "FP": 2, + "IoU": 0.0, + "TN": 55172, + "TP": 0, + "n_pred": 2, + "n_ref": 10362 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 32, + "IoU": 0.0, + "TN": 65504, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 554, + "IoU": 0.0, + "TN": 64982, + "TP": 0, + "n_pred": 554, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 47, + "FP": 102, + "IoU": 0.0, + "TN": 65387, + "TP": 0, + "n_pred": 102, + "n_ref": 47 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 35, + "IoU": 0.0, + "TN": 65501, + "TP": 0, + "n_pred": 35, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 1067, + "FP": 0, + "IoU": 0.0, + "TN": 64469, + "TP": 0, + "n_pred": 0, + "n_ref": 1067 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.21609239286055168, + "FN": 8136, + "FP": 77, + "IoU": 0.1211342964151953, + "TN": 23423, + "TP": 1132, + "n_pred": 1209, + "n_ref": 9268 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 242, + "IoU": 0.0, + "TN": 65294, + "TP": 0, + "n_pred": 242, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 3868, + "FP": 0, + "IoU": 0.0, + "TN": 61668, + "TP": 0, + "n_pred": 0, + "n_ref": 3868 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 52, + "IoU": 0.0, + "TN": 65484, + "TP": 0, + "n_pred": 52, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 151, + "IoU": 0.0, + "TN": 65385, + "TP": 0, + "n_pred": 151, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1290, + "IoU": 0.0, + "TN": 64246, + "TP": 0, + "n_pred": 1290, + "n_ref": 0 + }, + "4": { + "Dice": 0.01266891891891892, + "FN": 2312, + "FP": 26, + "IoU": 0.006374840628984276, + "TN": 63183, + "TP": 15, + "n_pred": 41, + "n_ref": 2327 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8609095982142857, + "FN": 1988, + "FP": 6, + "IoU": 0.755786895284752, + "TN": 57371, + "TP": 6171, + "n_pred": 6177, + "n_ref": 8159 + }, + "7": { + "Dice": 0.49611694837825493, + "FN": 146, + "FP": 957, + "IoU": 0.3298906439854192, + "TN": 63890, + "TP": 543, + "n_pred": 1500, + "n_ref": 689 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 106, + "FP": 1, + "IoU": 0.0, + "TN": 65429, + "TP": 0, + "n_pred": 1, + "n_ref": 106 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7713895312171537, + "FN": 4295, + "FP": 55, + "IoU": 0.6278552485242536, + "TN": 53847, + "TP": 7339, + "n_pred": 7394, + "n_ref": 11634 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 65514, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7565748137510098, + "FN": 5407, + "FP": 17, + "IoU": 0.6084602613152386, + "TN": 35299, + "TP": 8429, + "n_pred": 8446, + "n_ref": 13836 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 49151, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 49151, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.2711676812396237, + "FN": 1117, + "FP": 200, + "IoU": 0.15685019206145967, + "TN": 96742, + "TP": 245, + "n_pred": 445, + "n_ref": 1362 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1590, + "IoU": 0.0, + "TN": 96714, + "TP": 0, + "n_pred": 1590, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 652, + "IoU": 0.0, + "TN": 97652, + "TP": 0, + "n_pred": 652, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1625, + "IoU": 0.0, + "TN": 96679, + "TP": 0, + "n_pred": 1625, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1145, + "IoU": 0.0, + "TN": 97159, + "TP": 0, + "n_pred": 1145, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 3277, + "FP": 0, + "IoU": 0.0, + "TN": 95027, + "TP": 0, + "n_pred": 0, + "n_ref": 3277 + }, + "6": { + "Dice": 0.6088047445255474, + "FN": 2421, + "FP": 1009, + "IoU": 0.43761272339727825, + "TN": 92205, + "TP": 2669, + "n_pred": 3678, + "n_ref": 5090 + }, + "7": { + "Dice": 0.057481224725592146, + "FN": 6224, + "FP": 302, + "IoU": 0.029591078066914498, + "TN": 91579, + "TP": 199, + "n_pred": 501, + "n_ref": 6423 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 104, + "FP": 0, + "IoU": 0.0, + "TN": 98200, + "TP": 0, + "n_pred": 0, + "n_ref": 104 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.09398839225481993, + "FN": 353.2355555555556, + "FP": 288.46, + "IoU": 0.0756001561745049, + "TN": 43820.62666666667, + "TP": 320.6111111111111, + "n_pred": 609.071111111111, + "n_ref": 673.8466666666667 + }, + "mean": { + "1": { + "Dice": 0.1293396993761496, + "FN": 311.7, + "FP": 223.83333333333334, + "IoU": 0.11807862487858911, + "TN": 44080.03333333333, + "TP": 167.36666666666667, + "n_pred": 391.2, + "n_ref": 479.06666666666666 + }, + "10": { + "Dice": 0.0877797524743965, + "FN": 419.3666666666667, + "FP": 218.1, + "IoU": 0.06160846749929709, + "TN": 43941.166666666664, + "TP": 204.3, + "n_pred": 422.4, + "n_ref": 623.6666666666666 + }, + "11": { + "Dice": 0.0, + "FN": 105.6, + "FP": 0.0, + "IoU": 0.0, + "TN": 44677.333333333336, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 105.6 + }, + "12": { + "Dice": 0.003933566433566434, + "FN": 191.86666666666667, + "FP": 0.0, + "IoU": 0.001982378854625551, + "TN": 44590.46666666667, + "TP": 0.6, + "n_pred": 0.6, + "n_ref": 192.46666666666667 + }, + "13": { + "Dice": 0.004304546677428033, + "FN": 26.866666666666667, + "FP": 134.66666666666666, + "IoU": 0.0021804306350504225, + "TN": 44620.86666666667, + "TP": 0.5333333333333333, + "n_pred": 135.2, + "n_ref": 27.4 + }, + "14": { + "Dice": 0.04061729423294368, + "FN": 1066.5666666666666, + "FP": 826.1666666666666, + "IoU": 0.02699329814125314, + "TN": 42765.3, + "TP": 124.9, + "n_pred": 951.0666666666667, + "n_ref": 1191.4666666666667 + }, + "15": { + "Dice": 0.32487213923054437, + "FN": 83.03333333333333, + "FP": 349.96666666666664, + "IoU": 0.27353952271210397, + "TN": 43717.666666666664, + "TP": 632.2666666666667, + "n_pred": 982.2333333333333, + "n_ref": 715.3 + }, + "2": { + "Dice": 0.007025243607802551, + "FN": 331.43333333333334, + "FP": 174.6, + "IoU": 0.0036910188865077707, + "TN": 44271.86666666667, + "TP": 5.033333333333333, + "n_pred": 179.63333333333333, + "n_ref": 336.46666666666664 + }, + "3": { + "Dice": 0.1847693104011734, + "FN": 880.4, + "FP": 300.53333333333336, + "IoU": 0.16352146524700753, + "TN": 42765.96666666667, + "TP": 836.0333333333333, + "n_pred": 1136.5666666666666, + "n_ref": 1716.4333333333334 + }, + "4": { + "Dice": 0.0880300590445518, + "FN": 27.666666666666668, + "FP": 8.033333333333333, + "IoU": 0.05071119356833642, + "TN": 44741.76666666667, + "TP": 5.466666666666667, + "n_pred": 13.5, + "n_ref": 33.13333333333333 + }, + "5": { + "Dice": 0.0, + "FN": 487.6333333333333, + "FP": 1.4, + "IoU": 0.0, + "TN": 44293.9, + "TP": 0.0, + "n_pred": 1.4, + "n_ref": 487.6333333333333 + }, + "6": { + "Dice": 0.41636921930935955, + "FN": 634.9333333333333, + "FP": 1488.1333333333334, + "IoU": 0.3573883552185081, + "TN": 39859.7, + "TP": 2800.1666666666665, + "n_pred": 4288.3, + "n_ref": 3435.1 + }, + "7": { + "Dice": 0.0, + "FN": 225.83333333333334, + "FP": 505.5, + "IoU": 0.0, + "TN": 44051.6, + "TP": 0.0, + "n_pred": 505.5, + "n_ref": 225.83333333333334 + }, + "8": { + "Dice": 0.11712960059818821, + "FN": 158.73333333333332, + "FP": 86.66666666666667, + "IoU": 0.07141441190211012, + "TN": 44508.933333333334, + "TP": 28.6, + "n_pred": 115.26666666666667, + "n_ref": 187.33333333333334 + }, + "9": { + "Dice": 0.005655452436194895, + "FN": 346.9, + "FP": 9.3, + "IoU": 0.0028931750741839762, + "TN": 44422.833333333336, + "TP": 3.9, + "n_pred": 13.2, + "n_ref": 350.8 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 49139, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 301, + "FP": 1, + "IoU": 0.0, + "TN": 48850, + "TP": 0, + "n_pred": 1, + "n_ref": 301 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.015734265734265736, + "FN": 2252, + "FP": 0, + "IoU": 0.007929515418502203, + "TN": 46882, + "TP": 18, + "n_pred": 18, + "n_ref": 2270 + }, + "13": { + "Dice": 0.0, + "FN": 222, + "FP": 0, + "IoU": 0.0, + "TN": 48930, + "TP": 0, + "n_pred": 0, + "n_ref": 222 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 198, + "IoU": 0.0, + "TN": 48954, + "TP": 0, + "n_pred": 198, + "n_ref": 0 + }, + "3": { + "Dice": 0.8035531018862583, + "FN": 5448, + "FP": 103, + "IoU": 0.6716161855182206, + "TN": 32248, + "TP": 11353, + "n_pred": 11456, + "n_ref": 16801 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 71, + "IoU": 0.0, + "TN": 49081, + "TP": 0, + "n_pred": 71, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 306, + "IoU": 0.0, + "TN": 48846, + "TP": 0, + "n_pred": 306, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.01921083546403151, + "FN": 13885, + "FP": 308, + "IoU": 0.00969857661177784, + "TN": 34820, + "TP": 139, + "n_pred": 447, + "n_ref": 14024 + }, + "15": { + "Dice": 0.8034235447953402, + "FN": 860, + "FP": 4101, + "IoU": 0.671435194383734, + "TN": 34053, + "TP": 10138, + "n_pred": 14239, + "n_ref": 10998 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1139, + "IoU": 0.0, + "TN": 48013, + "TP": 0, + "n_pred": 1139, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 5895, + "IoU": 0.0, + "TN": 43257, + "TP": 0, + "n_pred": 5895, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 49125, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 44, + "IoU": 0.0, + "TN": 32724, + "TP": 0, + "n_pred": 44, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.861108557771854, + "FN": 1501, + "FP": 10, + "IoU": 0.756093623890234, + "TN": 26573, + "TP": 4684, + "n_pred": 4694, + "n_ref": 6185 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 264, + "IoU": 0.0, + "TN": 98040, + "TP": 0, + "n_pred": 264, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 446, + "IoU": 0.0, + "TN": 97858, + "TP": 0, + "n_pred": 446, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 743, + "FP": 0, + "IoU": 0.0, + "TN": 97561, + "TP": 0, + "n_pred": 0, + "n_ref": 743 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 5104, + "IoU": 0.0, + "TN": 93200, + "TP": 0, + "n_pred": 5104, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 294, + "IoU": 0.0, + "TN": 98010, + "TP": 0, + "n_pred": 294, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 2819, + "FP": 319, + "IoU": 0.0, + "TN": 95166, + "TP": 0, + "n_pred": 319, + "n_ref": 2819 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 7533, + "FP": 0, + "IoU": 0.0, + "TN": 90771, + "TP": 0, + "n_pred": 0, + "n_ref": 7533 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 7382, + "IoU": 0.0, + "TN": 90922, + "TP": 0, + "n_pred": 7382, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 1851, + "FP": 0, + "IoU": 0.0, + "TN": 96453, + "TP": 0, + "n_pred": 0, + "n_ref": 1851 + }, + "8": { + "Dice": 0.051075268817204304, + "FN": 706, + "FP": 0, + "IoU": 0.02620689655172414, + "TN": 97579, + "TP": 19, + "n_pred": 19, + "n_ref": 725 + }, + "9": { + "Dice": 0.0, + "FN": 245, + "FP": 0, + "IoU": 0.0, + "TN": 98059, + "TP": 0, + "n_pred": 0, + "n_ref": 245 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1865, + "IoU": 0.0, + "TN": 30903, + "TP": 0, + "n_pred": 1865, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 287, + "IoU": 0.0, + "TN": 32481, + "TP": 0, + "n_pred": 287, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1442, + "IoU": 0.0, + "TN": 31326, + "TP": 0, + "n_pred": 1442, + "n_ref": 0 + }, + "4": { + "Dice": 0.2640901771336554, + "FN": 830, + "FP": 84, + "IoU": 0.15213358070500926, + "TN": 31690, + "TP": 164, + "n_pred": 248, + "n_ref": 994 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6328306764325722, + "FN": 4251, + "FP": 10, + "IoU": 0.4628765914534224, + "TN": 24835, + "TP": 3672, + "n_pred": 3682, + "n_ref": 7923 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 32760, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2121, + "FP": 0, + "IoU": 0.0, + "TN": 47031, + "TP": 0, + "n_pred": 0, + "n_ref": 2121 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 49150, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 49151, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 128, + "FP": 101, + "IoU": 0.0, + "TN": 48923, + "TP": 0, + "n_pred": 101, + "n_ref": 128 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 20, + "FP": 0, + "IoU": 0.0, + "TN": 49132, + "TP": 0, + "n_pred": 0, + "n_ref": 20 + }, + "8": { + "Dice": 0.47653429602888087, + "FN": 145, + "FP": 0, + "IoU": 0.3127962085308057, + "TN": 48941, + "TP": 66, + "n_pred": 66, + "n_ref": 211 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 109, + "IoU": 0.0, + "TN": 32659, + "TP": 0, + "n_pred": 109, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9048949788154692, + "FN": 1054, + "FP": 1, + "IoU": 0.8263088574250905, + "TN": 43078, + "TP": 5019, + "n_pred": 5020, + "n_ref": 6073 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 463, + "IoU": 0.0, + "TN": 48689, + "TP": 0, + "n_pred": 463, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 615, + "FP": 0, + "IoU": 0.0, + "TN": 48537, + "TP": 0, + "n_pred": 0, + "n_ref": 615 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 3026, + "FP": 0, + "IoU": 0.0, + "TN": 46126, + "TP": 0, + "n_pred": 0, + "n_ref": 3026 + }, + "6": { + "Dice": 0.03955500618046971, + "FN": 117, + "FP": 660, + "IoU": 0.0201765447667087, + "TN": 48359, + "TP": 16, + "n_pred": 676, + "n_ref": 133 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.2367758186397985, + "FN": 2212, + "FP": 212, + "IoU": 0.13428571428571429, + "TN": 46352, + "TP": 376, + "n_pred": 588, + "n_ref": 2588 + }, + "9": { + "Dice": 0.04524361948955916, + "FN": 4734, + "FP": 204, + "IoU": 0.02314540059347181, + "TN": 44097, + "TP": 117, + "n_pred": 321, + "n_ref": 4851 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 1096, + "FP": 0, + "IoU": 0.0, + "TN": 31672, + "TP": 0, + "n_pred": 0, + "n_ref": 1096 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0008722197993894462, + "FN": 4582, + "FP": 0, + "IoU": 0.0004363001745200698, + "TN": 28184, + "TP": 2, + "n_pred": 2, + "n_ref": 4584 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 3116, + "FP": 0, + "IoU": 0.0, + "TN": 29652, + "TP": 0, + "n_pred": 0, + "n_ref": 3116 + }, + "6": { + "Dice": 0.67105429692444, + "FN": 2408, + "FP": 191, + "IoU": 0.5049523809523809, + "TN": 27518, + "TP": 2651, + "n_pred": 2842, + "n_ref": 5059 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.28978102189781024, + "FN": 1699, + "FP": 247, + "IoU": 0.1694408877507469, + "TN": 30425, + "TP": 397, + "n_pred": 644, + "n_ref": 2096 + }, + "9": { + "Dice": 0.0, + "FN": 275, + "FP": 0, + "IoU": 0.0, + "TN": 32493, + "TP": 0, + "n_pred": 0, + "n_ref": 275 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 2072, + "FP": 0, + "IoU": 0.0, + "TN": 30696, + "TP": 0, + "n_pred": 0, + "n_ref": 2072 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 84, + "IoU": 0.0, + "TN": 32684, + "TP": 0, + "n_pred": 84, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 32742, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "2": { + "Dice": 0.09748119070984626, + "FN": 2759, + "FP": 0, + "IoU": 0.05123796423658872, + "TN": 29860, + "TP": 149, + "n_pred": 149, + "n_ref": 2908 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1626, + "IoU": 0.0, + "TN": 31142, + "TP": 0, + "n_pred": 1626, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8420292471565265, + "FN": 823, + "FP": 927, + "IoU": 0.7271593389460556, + "TN": 26354, + "TP": 4664, + "n_pred": 5591, + "n_ref": 5487 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 360, + "IoU": 0.0, + "TN": 32408, + "TP": 0, + "n_pred": 360, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 947, + "FP": 0, + "IoU": 0.0, + "TN": 31821, + "TP": 0, + "n_pred": 0, + "n_ref": 947 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 193, + "FP": 0, + "IoU": 0.0, + "TN": 98111, + "TP": 0, + "n_pred": 0, + "n_ref": 193 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 640, + "FP": 0, + "IoU": 0.0, + "TN": 97664, + "TP": 0, + "n_pred": 0, + "n_ref": 640 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 69, + "IoU": 0.0, + "TN": 98235, + "TP": 0, + "n_pred": 69, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 123, + "IoU": 0.0, + "TN": 98181, + "TP": 0, + "n_pred": 123, + "n_ref": 0 + }, + "3": { + "Dice": 0.8367849210636893, + "FN": 2389, + "FP": 330, + "IoU": 0.7193724842605016, + "TN": 88615, + "TP": 6970, + "n_pred": 7300, + "n_ref": 9359 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9887748943874471, + "FN": 0, + "FP": 372, + "IoU": 0.9777989973740749, + "TN": 81548, + "TP": 16384, + "n_pred": 16756, + "n_ref": 16384 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2671, + "IoU": 0.0, + "TN": 79249, + "TP": 0, + "n_pred": 2671, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 924, + "IoU": 0.0, + "TN": 80996, + "TP": 0, + "n_pred": 924, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 16698, + "FP": 0, + "IoU": 0.0, + "TN": 65222, + "TP": 0, + "n_pred": 0, + "n_ref": 16698 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1354, + "IoU": 0.0, + "TN": 80566, + "TP": 0, + "n_pred": 1354, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 81902, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 478, + "IoU": 0.0, + "TN": 81442, + "TP": 0, + "n_pred": 478, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 65, + "IoU": 0.0, + "TN": 81855, + "TP": 0, + "n_pred": 65, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 18, + "FP": 0, + "IoU": 0.0, + "TN": 16366, + "TP": 0, + "n_pred": 0, + "n_ref": 18 + }, + "10": { + "Dice": 0.0, + "FN": 288, + "FP": 0, + "IoU": 0.0, + "TN": 16096, + "TP": 0, + "n_pred": 0, + "n_ref": 288 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 3048, + "IoU": 0.0, + "TN": 13336, + "TP": 0, + "n_pred": 3048, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 750, + "IoU": 0.0, + "TN": 15634, + "TP": 0, + "n_pred": 750, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 14386, + "FP": 0, + "IoU": 0.0, + "TN": 1998, + "TP": 0, + "n_pred": 0, + "n_ref": 14386 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 170, + "IoU": 0.0, + "TN": 16214, + "TP": 0, + "n_pred": 170, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.2150475082412255, + "FN": 6462, + "FP": 1634, + "IoU": 0.12047800108636611, + "TN": 23563, + "TP": 1109, + "n_pred": 2743, + "n_ref": 7571 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 399, + "FP": 1333, + "IoU": 0.0, + "TN": 31036, + "TP": 0, + "n_pred": 1333, + "n_ref": 399 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1201, + "IoU": 0.0, + "TN": 31567, + "TP": 0, + "n_pred": 1201, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 4200, + "FP": 1, + "IoU": 0.0, + "TN": 28567, + "TP": 0, + "n_pred": 1, + "n_ref": 4200 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 228, + "FP": 0, + "IoU": 0.0, + "TN": 32540, + "TP": 0, + "n_pred": 0, + "n_ref": 228 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9464323226664799, + "FN": 627, + "FP": 138, + "IoU": 0.8983118436793832, + "TN": 25245, + "TP": 6758, + "n_pred": 6896, + "n_ref": 7385 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 150, + "IoU": 0.0, + "TN": 32618, + "TP": 0, + "n_pred": 150, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 4503, + "FP": 0, + "IoU": 0.0, + "TN": 28265, + "TP": 0, + "n_pred": 0, + "n_ref": 4503 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 2602, + "FP": 273, + "IoU": 0.0, + "TN": 46277, + "TP": 0, + "n_pred": 273, + "n_ref": 2602 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2681, + "IoU": 0.0, + "TN": 46471, + "TP": 0, + "n_pred": 2681, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6627500165027395, + "FN": 5109, + "FP": 0, + "IoU": 0.4956066739066048, + "TN": 39023, + "TP": 5020, + "n_pred": 5020, + "n_ref": 10129 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0258272800645682, + "FN": 185, + "FP": 1022, + "IoU": 0.013082583810302535, + "TN": 47929, + "TP": 16, + "n_pred": 1038, + "n_ref": 201 + }, + "14": { + "Dice": 0.0, + "FN": 84, + "FP": 0, + "IoU": 0.0, + "TN": 49068, + "TP": 0, + "n_pred": 0, + "n_ref": 84 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 55, + "IoU": 0.0, + "TN": 49097, + "TP": 0, + "n_pred": 55, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 113, + "IoU": 0.0, + "TN": 49039, + "TP": 0, + "n_pred": 113, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8761479850508445, + "FN": 0, + "FP": 4275, + "IoU": 0.7795937306661167, + "TN": 29756, + "TP": 15121, + "n_pred": 19396, + "n_ref": 15121 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6940, + "IoU": 0.0, + "TN": 42212, + "TP": 0, + "n_pred": 6940, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 49149, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 49143, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4572, + "IoU": 0.0, + "TN": 60964, + "TP": 0, + "n_pred": 4572, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1328, + "IoU": 0.0, + "TN": 64208, + "TP": 0, + "n_pred": 1328, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 33, + "IoU": 0.0, + "TN": 65503, + "TP": 0, + "n_pred": 33, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 954, + "FP": 0, + "IoU": 0.0, + "TN": 64582, + "TP": 0, + "n_pred": 0, + "n_ref": 954 + }, + "6": { + "Dice": 0.7434263754045307, + "FN": 9616, + "FP": 532, + "IoU": 0.5916297786720321, + "TN": 40686, + "TP": 14702, + "n_pred": 15234, + "n_ref": 24318 + }, + "7": { + "Dice": 0.0, + "FN": 401, + "FP": 730, + "IoU": 0.0, + "TN": 64405, + "TP": 0, + "n_pred": 730, + "n_ref": 401 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 3633, + "IoU": 0.0, + "TN": 45519, + "TP": 0, + "n_pred": 3633, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 4012, + "IoU": 0.0, + "TN": 45140, + "TP": 0, + "n_pred": 4012, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4346503484135687, + "FN": 0, + "FP": 15983, + "IoU": 0.2776698151579518, + "TN": 27025, + "TP": 6144, + "n_pred": 22127, + "n_ref": 6144 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2302, + "IoU": 0.0, + "TN": 46850, + "TP": 0, + "n_pred": 2302, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 513, + "IoU": 0.0, + "TN": 32255, + "TP": 0, + "n_pred": 513, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 76, + "IoU": 0.0, + "TN": 32692, + "TP": 0, + "n_pred": 76, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1863, + "IoU": 0.0, + "TN": 30905, + "TP": 0, + "n_pred": 1863, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 103, + "IoU": 0.0, + "TN": 32665, + "TP": 0, + "n_pred": 103, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 42, + "IoU": 0.0, + "TN": 32726, + "TP": 0, + "n_pred": 42, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 4543, + "IoU": 0.0, + "TN": 28225, + "TP": 0, + "n_pred": 4543, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3845, + "IoU": 0.0, + "TN": 28923, + "TP": 0, + "n_pred": 3845, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.00048291681757817216, + "FN": 8279, + "FP": 0, + "IoU": 0.00024151672503320854, + "TN": 24487, + "TP": 2, + "n_pred": 2, + "n_ref": 8281 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 6678, + "IoU": 0.0, + "TN": 26090, + "TP": 0, + "n_pred": 6678, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 139, + "IoU": 0.0, + "TN": 32629, + "TP": 0, + "n_pred": 139, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1274, + "IoU": 0.0, + "TN": 31494, + "TP": 0, + "n_pred": 1274, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 248, + "IoU": 0.0, + "TN": 48904, + "TP": 0, + "n_pred": 248, + "n_ref": 0 + }, + "14": { + "Dice": 0.5088139895642364, + "FN": 1330, + "FP": 5636, + "IoU": 0.34121429922451296, + "TN": 38578, + "TP": 3608, + "n_pred": 9244, + "n_ref": 4938 + }, + "15": { + "Dice": 0.8209371513573819, + "FN": 1631, + "FP": 2221, + "IoU": 0.696262419176786, + "TN": 36470, + "TP": 8830, + "n_pred": 11051, + "n_ref": 10461 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 925, + "IoU": 0.0, + "TN": 48227, + "TP": 0, + "n_pred": 925, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2237, + "IoU": 0.0, + "TN": 46915, + "TP": 0, + "n_pred": 2237, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 864, + "IoU": 0.0, + "TN": 48288, + "TP": 0, + "n_pred": 864, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 147, + "IoU": 0.0, + "TN": 65389, + "TP": 0, + "n_pred": 147, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 65529, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9886993405368587, + "FN": 332, + "FP": 33, + "IoU": 0.97765123683566, + "TN": 49204, + "TP": 15967, + "n_pred": 16000, + "n_ref": 16299 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 153, + "IoU": 0.0, + "TN": 65383, + "TP": 0, + "n_pred": 153, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 65530, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0391.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": NaN, + "FN": 240.01111111111112, + "FP": 167.64666666666665, + "IoU": NaN, + "TN": 35419.69555555555, + "TP": 217.44666666666666, + "n_pred": 385.0933333333333, + "n_ref": 457.4577777777777 + }, + "mean": { + "1": { + "Dice": 0.3849175570882523, + "FN": 344.73333333333335, + "FP": 38.233333333333334, + "IoU": 0.32613455785652784, + "TN": 35126.96666666667, + "TP": 534.8666666666667, + "n_pred": 573.1, + "n_ref": 879.6 + }, + "10": { + "Dice": 0.0, + "FN": 0.0, + "FP": 2.2666666666666666, + "IoU": 0.0, + "TN": 36042.53333333333, + "TP": 0.0, + "n_pred": 2.2666666666666666, + "n_ref": 0.0 + }, + "11": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 36044.8, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "12": { + "Dice": 0.0, + "FN": 36.96666666666667, + "FP": 0.0, + "IoU": 0.0, + "TN": 36007.833333333336, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 36.96666666666667 + }, + "13": { + "Dice": 0.0, + "FN": 1.8333333333333333, + "FP": 84.63333333333334, + "IoU": 0.0, + "TN": 35958.333333333336, + "TP": 0.0, + "n_pred": 84.63333333333334, + "n_ref": 1.8333333333333333 + }, + "14": { + "Dice": 0.31341502774287544, + "FN": 438.8, + "FP": 233.16666666666666, + "IoU": 0.2386357947659196, + "TN": 34733.63333333333, + "TP": 639.2, + "n_pred": 872.3666666666667, + "n_ref": 1078.0 + }, + "15": { + "Dice": 0.24376570725165098, + "FN": 446.6666666666667, + "FP": 218.96666666666667, + "IoU": 0.18407554940262874, + "TN": 34991.933333333334, + "TP": 387.23333333333335, + "n_pred": 606.2, + "n_ref": 833.9 + }, + "2": { + "Dice": 0.008908775748780585, + "FN": 477.2, + "FP": 238.63333333333333, + "IoU": 0.0045767064280980785, + "TN": 35321.6, + "TP": 7.366666666666666, + "n_pred": 246.0, + "n_ref": 484.56666666666666 + }, + "3": { + "Dice": 0.07391278049960685, + "FN": 5.466666666666667, + "FP": 583.5666666666667, + "IoU": 0.05537429762552112, + "TN": 35415.03333333333, + "TP": 40.733333333333334, + "n_pred": 624.3, + "n_ref": 46.2 + }, + "4": { + "Dice": 0.13793161381889085, + "FN": 585.8666666666667, + "FP": 2.5, + "IoU": 0.08453595127391919, + "TN": 35348.46666666667, + "TP": 107.96666666666667, + "n_pred": 110.46666666666667, + "n_ref": 693.8333333333334 + }, + "5": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 36044.8, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "6": { + "Dice": 0.37642181856943785, + "FN": 364.6666666666667, + "FP": 675.3, + "IoU": 0.33604702522490887, + "TN": 33551.3, + "TP": 1453.5333333333333, + "n_pred": 2128.8333333333335, + "n_ref": 1818.2 + }, + "7": { + "Dice": 0.0606407048422609, + "FN": 895.4333333333333, + "FP": 300.53333333333336, + "IoU": 0.03391382359874906, + "TN": 34758.03333333333, + "TP": 90.8, + "n_pred": 391.3333333333333, + "n_ref": 986.2333333333333 + }, + "8": { + "Dice": 0.0, + "FN": 0.0, + "FP": 136.9, + "IoU": 0.0, + "TN": 35907.9, + "TP": 0.0, + "n_pred": 136.9, + "n_ref": 0.0 + }, + "9": { + "Dice": 0.0, + "FN": 2.533333333333333, + "FP": 0.0, + "IoU": 0.0, + "TN": 36042.26666666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 2.533333333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6519970799874857, + "FN": 655, + "FP": 2682, + "IoU": 0.4836763113105369, + "TN": 9921, + "TP": 3126, + "n_pred": 5808, + "n_ref": 3781 + }, + "15": { + "Dice": 0.8029394701218333, + "FN": 650, + "FP": 2407, + "IoU": 0.6707592891760905, + "TN": 7099, + "TP": 6228, + "n_pred": 8635, + "n_ref": 6878 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 16381, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 49146, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 265, + "IoU": 0.0, + "TN": 48887, + "TP": 0, + "n_pred": 265, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1350, + "IoU": 0.0, + "TN": 47802, + "TP": 0, + "n_pred": 1350, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 970, + "IoU": 0.0, + "TN": 48182, + "TP": 0, + "n_pred": 970, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.20147105852254557, + "FN": 1335, + "FP": 1162, + "IoU": 0.1120199146514936, + "TN": 46340, + "TP": 315, + "n_pred": 1477, + "n_ref": 1650 + }, + "15": { + "Dice": 0.2745493871665465, + "FN": 4958, + "FP": 73, + "IoU": 0.15911749958214944, + "TN": 43169, + "TP": 952, + "n_pred": 1025, + "n_ref": 5910 + }, + "2": { + "Dice": 0.053452654492683514, + "FN": 7801, + "FP": 26, + "IoU": 0.02746023856858847, + "TN": 41104, + "TP": 221, + "n_pred": 247, + "n_ref": 8022 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1254, + "IoU": 0.0, + "TN": 47898, + "TP": 0, + "n_pred": 1254, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 8890, + "IoU": 0.0, + "TN": 40262, + "TP": 0, + "n_pred": 8890, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.982910828541346, + "FN": 2, + "FP": 209, + "IoU": 0.9663959229176621, + "TN": 26489, + "TP": 6068, + "n_pred": 6277, + "n_ref": 6070 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 64, + "IoU": 0.0, + "TN": 49088, + "TP": 0, + "n_pred": 64, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 105, + "FP": 0, + "IoU": 0.0, + "TN": 49047, + "TP": 0, + "n_pred": 0, + "n_ref": 105 + }, + "7": { + "Dice": 0.150410383661004, + "FN": 8877, + "FP": 25, + "IoU": 0.08132094943240455, + "TN": 39462, + "TP": 788, + "n_pred": 813, + "n_ref": 9665 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 98295, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 337, + "IoU": 0.0, + "TN": 97967, + "TP": 0, + "n_pred": 337, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 826, + "IoU": 0.0, + "TN": 15558, + "TP": 0, + "n_pred": 826, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.42727460284712193, + "FN": 5527, + "FP": 25, + "IoU": 0.2716778171323626, + "TN": 8761, + "TP": 2071, + "n_pred": 2096, + "n_ref": 7598 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6452812645281265, + "FN": 665, + "FP": 98, + "IoU": 0.47632120796156485, + "TN": 14927, + "TP": 694, + "n_pred": 792, + "n_ref": 1359 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2012, + "IoU": 0.0, + "TN": 14372, + "TP": 0, + "n_pred": 2012, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 2594, + "IoU": 0.0, + "TN": 46558, + "TP": 0, + "n_pred": 2594, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 98300, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 5906, + "IoU": 0.0, + "TN": 92398, + "TP": 0, + "n_pred": 5906, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 56, + "IoU": 0.0, + "TN": 98248, + "TP": 0, + "n_pred": 56, + "n_ref": 0 + }, + "4": { + "Dice": 0.2623834662473324, + "FN": 6567, + "FP": 0, + "IoU": 0.15100193923723335, + "TN": 90569, + "TP": 1168, + "n_pred": 1168, + "n_ref": 7735 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9533436364395806, + "FN": 1525, + "FP": 709, + "IoU": 0.9108468353420065, + "TN": 73246, + "TP": 22824, + "n_pred": 23533, + "n_ref": 24349 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 98303, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1880, + "IoU": 0.0, + "TN": 47272, + "TP": 0, + "n_pred": 1880, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 50, + "IoU": 0.0, + "TN": 49102, + "TP": 0, + "n_pred": 50, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.16626544695875461, + "FN": 6158, + "FP": 4232, + "IoU": 0.09067040084018904, + "TN": 37726, + "TP": 1036, + "n_pred": 5268, + "n_ref": 7194 + }, + "7": { + "Dice": 0.2020790020790021, + "FN": 6194, + "FP": 5320, + "IoU": 0.1123959296947271, + "TN": 36180, + "TP": 1458, + "n_pred": 6778, + "n_ref": 7652 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8636221457616515, + "FN": 1024, + "FP": 720, + "IoU": 0.7599779796311589, + "TN": 25502, + "TP": 5522, + "n_pred": 6242, + "n_ref": 6546 + }, + "15": { + "Dice": 0.0, + "FN": 4295, + "FP": 0, + "IoU": 0.0, + "TN": 28473, + "TP": 0, + "n_pred": 0, + "n_ref": 4295 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 173, + "IoU": 0.0, + "TN": 32595, + "TP": 0, + "n_pred": 173, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 163, + "IoU": 0.0, + "TN": 32605, + "TP": 0, + "n_pred": 163, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6585883065737655, + "FN": 6754, + "FP": 8, + "IoU": 0.49096657633243, + "TN": 35868, + "TP": 6522, + "n_pred": 6530, + "n_ref": 13276 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.09042553191489362, + "FN": 342, + "FP": 0, + "IoU": 0.04735376044568245, + "TN": 48793, + "TP": 17, + "n_pred": 17, + "n_ref": 359 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1109, + "FP": 0, + "IoU": 0.0, + "TN": 48043, + "TP": 0, + "n_pred": 0, + "n_ref": 1109 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.6652150244964616, + "FN": 107, + "FP": 1123, + "IoU": 0.49836867862969003, + "TN": 46700, + "TP": 1222, + "n_pred": 2345, + "n_ref": 1329 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 962, + "IoU": 0.0, + "TN": 48190, + "TP": 0, + "n_pred": 962, + "n_ref": 0 + }, + "7": { + "Dice": 0.2539176626826029, + "FN": 2767, + "FP": 42, + "IoU": 0.14542135686035898, + "TN": 45865, + "TP": 478, + "n_pred": 520, + "n_ref": 3245 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 34, + "FP": 0, + "IoU": 0.0, + "TN": 49118, + "TP": 0, + "n_pred": 0, + "n_ref": 34 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2046, + "IoU": 0.0, + "TN": 47106, + "TP": 0, + "n_pred": 2046, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.42589928057553955, + "FN": 7168, + "FP": 14, + "IoU": 0.27056672760511885, + "TN": 39306, + "TP": 2664, + "n_pred": 2678, + "n_ref": 9832 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6516467607672819, + "FN": 3380, + "FP": 470, + "IoU": 0.48329083344517515, + "TN": 41701, + "TP": 3601, + "n_pred": 4071, + "n_ref": 6981 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2259, + "IoU": 0.0, + "TN": 46893, + "TP": 0, + "n_pred": 2259, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 49128, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 8953, + "IoU": 0.0, + "TN": 40199, + "TP": 0, + "n_pred": 8953, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 5850, + "FP": 0, + "IoU": 0.0, + "TN": 43302, + "TP": 0, + "n_pred": 0, + "n_ref": 5850 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 42, + "FP": 0, + "IoU": 0.0, + "TN": 16342, + "TP": 0, + "n_pred": 0, + "n_ref": 42 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 3175, + "FP": 0, + "IoU": 0.0, + "TN": 13209, + "TP": 0, + "n_pred": 0, + "n_ref": 3175 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8287378095839473, + "FN": 2409, + "FP": 32, + "IoU": 0.7075596022523062, + "TN": 40805, + "TP": 5906, + "n_pred": 5938, + "n_ref": 8315 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 68, + "IoU": 0.0, + "TN": 49084, + "TP": 0, + "n_pred": 68, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.10682492581602374, + "FN": 16, + "FP": 1489, + "IoU": 0.05642633228840126, + "TN": 47557, + "TP": 90, + "n_pred": 1579, + "n_ref": 106 + }, + "15": { + "Dice": 0.6288710934731769, + "FN": 3407, + "FP": 1830, + "IoU": 0.45865205706016127, + "TN": 39478, + "TP": 4437, + "n_pred": 6267, + "n_ref": 7844 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 57, + "FP": 3894, + "IoU": 0.0, + "TN": 45201, + "TP": 0, + "n_pred": 3894, + "n_ref": 57 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 3012, + "IoU": 0.0, + "TN": 46140, + "TP": 0, + "n_pred": 3012, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 32763, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9644427204551331, + "FN": 423, + "FP": 127, + "IoU": 0.9313272568360594, + "TN": 24759, + "TP": 7459, + "n_pred": 7586, + "n_ref": 7882 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 659, + "IoU": 0.0, + "TN": 32109, + "TP": 0, + "n_pred": 659, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 326, + "IoU": 0.0, + "TN": 32442, + "TP": 0, + "n_pred": 326, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 84, + "FP": 0, + "IoU": 0.0, + "TN": 32684, + "TP": 0, + "n_pred": 0, + "n_ref": 84 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 32763, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 737, + "IoU": 0.0, + "TN": 32031, + "TP": 0, + "n_pred": 737, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 13, + "FP": 0, + "IoU": 0.0, + "TN": 32755, + "TP": 0, + "n_pred": 0, + "n_ref": 13 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 124, + "IoU": 0.0, + "TN": 32644, + "TP": 0, + "n_pred": 124, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 6515, + "FP": 313, + "IoU": 0.0, + "TN": 25940, + "TP": 0, + "n_pred": 313, + "n_ref": 6515 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 1088, + "FP": 0, + "IoU": 0.0, + "TN": 31680, + "TP": 0, + "n_pred": 0, + "n_ref": 1088 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8578088578088578, + "FN": 2079, + "FP": 422, + "IoU": 0.7510204081632653, + "TN": 22723, + "TP": 7544, + "n_pred": 7966, + "n_ref": 9623 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 443, + "IoU": 0.0, + "TN": 32325, + "TP": 0, + "n_pred": 443, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 42, + "FP": 0, + "IoU": 0.0, + "TN": 32726, + "TP": 0, + "n_pred": 0, + "n_ref": 42 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 4394, + "FP": 0, + "IoU": 0.0, + "TN": 11990, + "TP": 0, + "n_pred": 0, + "n_ref": 4394 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9114517885565887, + "FN": 406, + "FP": 651, + "IoU": 0.8373095274742188, + "TN": 9887, + "TP": 5440, + "n_pred": 6091, + "n_ref": 5846 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 908, + "IoU": 0.0, + "TN": 15476, + "TP": 0, + "n_pred": 908, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0400.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.043831210633400335, + "FN": 529.651111111111, + "FP": 329.2288888888889, + "IoU": 0.03167659489876462, + "TN": 44822.69999999999, + "TP": 193.62, + "n_pred": 522.848888888889, + "n_ref": 723.271111111111 + }, + "mean": { + "1": { + "Dice": 0.19790667732764397, + "FN": 700.6666666666666, + "FP": 6.8, + "IoU": 0.13234207688463034, + "TN": 44820.066666666666, + "TP": 347.6666666666667, + "n_pred": 354.46666666666664, + "n_ref": 1048.3333333333333 + }, + "10": { + "Dice": 0.017679578094939825, + "FN": 383.73333333333335, + "FP": 532.8333333333334, + "IoU": 0.009417652411282984, + "TN": 44948.73333333333, + "TP": 9.9, + "n_pred": 542.7333333333333, + "n_ref": 393.6333333333333 + }, + "11": { + "Dice": 0.0, + "FN": 4.2, + "FP": 0.0, + "IoU": 0.0, + "TN": 45871.0, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 4.2 + }, + "12": { + "Dice": 0.0, + "FN": 69.3, + "FP": 0.0, + "IoU": 0.0, + "TN": 45805.9, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 69.3 + }, + "13": { + "Dice": 0.0, + "FN": 427.06666666666666, + "FP": 6.433333333333334, + "IoU": 0.0, + "TN": 45441.7, + "TP": 0.0, + "n_pred": 6.433333333333334, + "n_ref": 427.06666666666666 + }, + "14": { + "Dice": 0.018293269949543382, + "FN": 1971.8, + "FP": 143.43333333333334, + "IoU": 0.010002287403026687, + "TN": 43652.63333333333, + "TP": 107.33333333333333, + "n_pred": 250.76666666666668, + "n_ref": 2079.133333333333 + }, + "15": { + "Dice": 0.05586041151720308, + "FN": 42.166666666666664, + "FP": 765.9333333333333, + "IoU": 0.032816361829743915, + "TN": 44993.6, + "TP": 73.5, + "n_pred": 839.4333333333333, + "n_ref": 115.66666666666667 + }, + "2": { + "Dice": 0.0, + "FN": 442.3333333333333, + "FP": 0.0, + "IoU": 0.0, + "TN": 45432.86666666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 442.3333333333333 + }, + "3": { + "Dice": 0.1018117369132228, + "FN": 280.8333333333333, + "FP": 950.4666666666667, + "IoU": 0.08491899349234446, + "TN": 44217.53333333333, + "TP": 426.3666666666667, + "n_pred": 1376.8333333333333, + "n_ref": 707.2 + }, + "4": { + "Dice": 0.027184466019417475, + "FN": 291.6666666666667, + "FP": 24.5, + "IoU": 0.014583333333333334, + "TN": 45535.23333333333, + "TP": 23.8, + "n_pred": 48.3, + "n_ref": 315.46666666666664 + }, + "5": { + "Dice": 0.0, + "FN": 99.3, + "FP": 0.0, + "IoU": 0.0, + "TN": 45775.9, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 99.3 + }, + "6": { + "Dice": 0.22107739857006264, + "FN": 650.4333333333333, + "FP": 2213.866666666667, + "IoU": 0.18187750674667322, + "TN": 41112.1, + "TP": 1898.8, + "n_pred": 4112.666666666667, + "n_ref": 2549.233333333333 + }, + "7": { + "Dice": 0.017654621108971796, + "FN": 697.8333333333334, + "FP": 294.1666666666667, + "IoU": 0.0091907113804344, + "TN": 44866.26666666667, + "TP": 16.933333333333334, + "n_pred": 311.1, + "n_ref": 714.7666666666667 + }, + "8": { + "Dice": 0.0, + "FN": 1423.1, + "FP": 0.0, + "IoU": 0.0, + "TN": 44452.1, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 1423.1 + }, + "9": { + "Dice": 0.0, + "FN": 460.3333333333333, + "FP": 0.0, + "IoU": 0.0, + "TN": 45414.86666666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 460.3333333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 65533, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 65526, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 75, + "FP": 0, + "IoU": 0.0, + "TN": 65461, + "TP": 0, + "n_pred": 0, + "n_ref": 75 + }, + "6": { + "Dice": 0.7971611320424078, + "FN": 4721, + "FP": 2224, + "IoU": 0.6627331002331003, + "TN": 44944, + "TP": 13647, + "n_pred": 15871, + "n_ref": 18368 + }, + "7": { + "Dice": 0.09467864547339323, + "FN": 1646, + "FP": 974, + "IoU": 0.04969169387014871, + "TN": 62779, + "TP": 137, + "n_pred": 1111, + "n_ref": 1783 + }, + "8": { + "Dice": 0.0, + "FN": 6079, + "FP": 0, + "IoU": 0.0, + "TN": 59457, + "TP": 0, + "n_pred": 0, + "n_ref": 6079 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 4289, + "IoU": 0.0, + "TN": 77631, + "TP": 0, + "n_pred": 4289, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 81908, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 5053, + "IoU": 0.0, + "TN": 76867, + "TP": 0, + "n_pred": 5053, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2521, + "IoU": 0.0, + "TN": 79399, + "TP": 0, + "n_pred": 2521, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 372, + "IoU": 0.0, + "TN": 81548, + "TP": 0, + "n_pred": 372, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.838979865771812, + "FN": 297, + "FP": 2702, + "IoU": 0.7226230114687384, + "TN": 71108, + "TP": 7813, + "n_pred": 10515, + "n_ref": 8110 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 81919, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 32751, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0008424599831508003, + "FN": 9488, + "FP": 0, + "IoU": 0.00042140750105351877, + "TN": 56044, + "TP": 4, + "n_pred": 4, + "n_ref": 9492 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1124, + "IoU": 0.0, + "TN": 64412, + "TP": 0, + "n_pred": 1124, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 344, + "IoU": 0.0, + "TN": 65192, + "TP": 0, + "n_pred": 344, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.010368663594470046, + "FN": 837, + "FP": 4317, + "IoU": 0.0052113491603937466, + "TN": 27587, + "TP": 27, + "n_pred": 4344, + "n_ref": 864 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 7279, + "FP": 0, + "IoU": 0.0, + "TN": 25489, + "TP": 0, + "n_pred": 0, + "n_ref": 7279 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4456, + "IoU": 0.0, + "TN": 28312, + "TP": 0, + "n_pred": 4456, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 390, + "FP": 0, + "IoU": 0.0, + "TN": 32378, + "TP": 0, + "n_pred": 0, + "n_ref": 390 + }, + "9": { + "Dice": 0.0, + "FN": 20, + "FP": 0, + "IoU": 0.0, + "TN": 32748, + "TP": 0, + "n_pred": 0, + "n_ref": 20 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 3740, + "FP": 0, + "IoU": 0.0, + "TN": 29028, + "TP": 0, + "n_pred": 0, + "n_ref": 3740 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1056, + "IoU": 0.0, + "TN": 31712, + "TP": 0, + "n_pred": 1056, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2998, + "IoU": 0.0, + "TN": 29770, + "TP": 0, + "n_pred": 2998, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2143, + "IoU": 0.0, + "TN": 47009, + "TP": 0, + "n_pred": 2143, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 49147, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1971, + "IoU": 0.0, + "TN": 47181, + "TP": 0, + "n_pred": 1971, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.629302596097922, + "FN": 7011, + "FP": 0, + "IoU": 0.4591112482641568, + "TN": 36190, + "TP": 5951, + "n_pred": 5951, + "n_ref": 12962 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 1667, + "FP": 0, + "IoU": 0.0, + "TN": 47485, + "TP": 0, + "n_pred": 0, + "n_ref": 1667 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 532, + "IoU": 0.0, + "TN": 48620, + "TP": 0, + "n_pred": 532, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 7604, + "FP": 0, + "IoU": 0.0, + "TN": 41548, + "TP": 0, + "n_pred": 0, + "n_ref": 7604 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 107, + "FP": 0, + "IoU": 0.0, + "TN": 32661, + "TP": 0, + "n_pred": 0, + "n_ref": 107 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 32767, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 359, + "IoU": 0.0, + "TN": 48793, + "TP": 0, + "n_pred": 359, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 3492, + "FP": 0, + "IoU": 0.0, + "TN": 45660, + "TP": 0, + "n_pred": 0, + "n_ref": 3492 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 231, + "FP": 0, + "IoU": 0.0, + "TN": 65305, + "TP": 0, + "n_pred": 0, + "n_ref": 231 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1716, + "IoU": 0.0, + "TN": 63820, + "TP": 0, + "n_pred": 1716, + "n_ref": 0 + }, + "15": { + "Dice": 0.3472391640237456, + "FN": 0, + "FP": 8027, + "IoU": 0.21009643770911238, + "TN": 55374, + "TP": 2135, + "n_pred": 10162, + "n_ref": 2135 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 1237, + "FP": 0, + "IoU": 0.0, + "TN": 64299, + "TP": 0, + "n_pred": 0, + "n_ref": 1237 + }, + "6": { + "Dice": 0.0, + "FN": 2381, + "FP": 0, + "IoU": 0.0, + "TN": 63155, + "TP": 0, + "n_pred": 0, + "n_ref": 2381 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 6625, + "FP": 0, + "IoU": 0.0, + "TN": 58911, + "TP": 0, + "n_pred": 0, + "n_ref": 6625 + }, + "9": { + "Dice": 0.0, + "FN": 3985, + "FP": 0, + "IoU": 0.0, + "TN": 61551, + "TP": 0, + "n_pred": 0, + "n_ref": 3985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 5756, + "FP": 0, + "IoU": 0.0, + "TN": 59780, + "TP": 0, + "n_pred": 0, + "n_ref": 5756 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 39, + "IoU": 0.0, + "TN": 65497, + "TP": 0, + "n_pred": 39, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 65522, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 5242, + "FP": 0, + "IoU": 0.0, + "TN": 60294, + "TP": 0, + "n_pred": 0, + "n_ref": 5242 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 65506, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 317, + "IoU": 0.0, + "TN": 65219, + "TP": 0, + "n_pred": 317, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 108, + "FP": 0, + "IoU": 0.0, + "TN": 32660, + "TP": 0, + "n_pred": 0, + "n_ref": 108 + }, + "10": { + "Dice": 0.0, + "FN": 6804, + "FP": 0, + "IoU": 0.0, + "TN": 25964, + "TP": 0, + "n_pred": 0, + "n_ref": 6804 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 4751, + "FP": 0, + "IoU": 0.0, + "TN": 28017, + "TP": 0, + "n_pred": 0, + "n_ref": 4751 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.89787345760042, + "FN": 1414, + "FP": 142, + "IoU": 0.81467365412101, + "TN": 24372, + "TP": 6840, + "n_pred": 6982, + "n_ref": 8254 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 1844, + "FP": 0, + "IoU": 0.0, + "TN": 30924, + "TP": 0, + "n_pred": 0, + "n_ref": 1844 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 65535, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 9530, + "FP": 0, + "IoU": 0.0, + "TN": 56006, + "TP": 0, + "n_pred": 0, + "n_ref": 9530 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 935, + "IoU": 0.0, + "TN": 64601, + "TP": 0, + "n_pred": 935, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.1592187665852882, + "FN": 162, + "FP": 7759, + "IoU": 0.08649521393149578, + "TN": 56865, + "TP": 750, + "n_pred": 8509, + "n_ref": 912 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 7894, + "FP": 0, + "IoU": 0.0, + "TN": 57642, + "TP": 0, + "n_pred": 0, + "n_ref": 7894 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1529, + "IoU": 0.0, + "TN": 64007, + "TP": 0, + "n_pred": 1529, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 119, + "IoU": 0.0, + "TN": 65417, + "TP": 0, + "n_pred": 119, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.13592233009708737, + "FN": 8750, + "FP": 328, + "IoU": 0.07291666666666667, + "TN": 55744, + "TP": 714, + "n_pred": 1042, + "n_ref": 9464 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.548558441901641, + "FN": 6144, + "FP": 10939, + "IoU": 0.37794042677153883, + "TN": 38074, + "TP": 10379, + "n_pred": 21318, + "n_ref": 16523 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3115, + "IoU": 0.0, + "TN": 62421, + "TP": 0, + "n_pred": 3115, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.1765671517208759, + "FN": 29595, + "FP": 0, + "IoU": 0.096832275390625, + "TN": 16384, + "TP": 3173, + "n_pred": 3173, + "n_ref": 32768 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 5981, + "IoU": 0.0, + "TN": 43171, + "TP": 0, + "n_pred": 5981, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 12250, + "IoU": 0.0, + "TN": 36902, + "TP": 0, + "n_pred": 12250, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 80, + "IoU": 0.0, + "TN": 49072, + "TP": 0, + "n_pred": 80, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 4671, + "IoU": 0.0, + "TN": 44481, + "TP": 0, + "n_pred": 4671, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 162, + "FP": 0, + "IoU": 0.0, + "TN": 48990, + "TP": 0, + "n_pred": 0, + "n_ref": 162 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 98, + "IoU": 0.0, + "TN": 49054, + "TP": 0, + "n_pred": 98, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5555, + "IoU": 0.0, + "TN": 43597, + "TP": 0, + "n_pred": 5555, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 49150, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 1043, + "FP": 0, + "IoU": 0.0, + "TN": 48109, + "TP": 0, + "n_pred": 0, + "n_ref": 1043 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 16363, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9297038283121782, + "FN": 1279, + "FP": 100, + "IoU": 0.8686416460278148, + "TN": 5886, + "TP": 9119, + "n_pred": 9219, + "n_ref": 10398 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5553726362625139, + "FN": 9993, + "FP": 0, + "IoU": 0.3844400640630775, + "TN": 49302, + "TP": 6241, + "n_pred": 6241, + "n_ref": 16234 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.005523087791407103, + "FN": 14722, + "FP": 763, + "IoU": 0.0027691911385883563, + "TN": 50008, + "TP": 43, + "n_pred": 806, + "n_ref": 14765 + }, + "15": { + "Dice": 0.099644128113879, + "FN": 1265, + "FP": 0, + "IoU": 0.052434456928838954, + "TN": 64201, + "TP": 70, + "n_pred": 70, + "n_ref": 1335 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 7169, + "IoU": 0.0, + "TN": 58367, + "TP": 0, + "n_pred": 7169, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 123, + "IoU": 0.0, + "TN": 65413, + "TP": 0, + "n_pred": 123, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 203, + "IoU": 0.0, + "TN": 32565, + "TP": 0, + "n_pred": 203, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 126, + "FP": 0, + "IoU": 0.0, + "TN": 32642, + "TP": 0, + "n_pred": 0, + "n_ref": 126 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 179, + "IoU": 0.0, + "TN": 32589, + "TP": 0, + "n_pred": 179, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 32764, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.29197866196838446, + "FN": 418, + "FP": 14049, + "IoU": 0.17094555873925502, + "TN": 15318, + "TP": 2983, + "n_pred": 17032, + "n_ref": 3401 + }, + "7": { + "Dice": 0.046558323398381125, + "FN": 10913, + "FP": 4282, + "IoU": 0.02383399717332648, + "TN": 17202, + "TP": 371, + "n_pred": 4653, + "n_ref": 11284 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 4469, + "FP": 0, + "IoU": 0.0, + "TN": 28299, + "TP": 0, + "n_pred": 0, + "n_ref": 4469 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 331, + "FP": 0, + "IoU": 0.0, + "TN": 32437, + "TP": 0, + "n_pred": 0, + "n_ref": 331 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 389, + "FP": 0, + "IoU": 0.0, + "TN": 32379, + "TP": 0, + "n_pred": 0, + "n_ref": 389 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 107, + "IoU": 0.0, + "TN": 32661, + "TP": 0, + "n_pred": 107, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 4514, + "IoU": 0.0, + "TN": 28254, + "TP": 0, + "n_pred": 4514, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 8343, + "FP": 56, + "IoU": 0.0, + "TN": 24369, + "TP": 0, + "n_pred": 56, + "n_ref": 8343 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.43416075037570606, + "FN": 10919, + "FP": 0, + "IoU": 0.27727032036007415, + "TN": 34044, + "TP": 4189, + "n_pred": 4189, + "n_ref": 15108 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1798, + "IoU": 0.0, + "TN": 47354, + "TP": 0, + "n_pred": 1798, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 7453, + "IoU": 0.0, + "TN": 41699, + "TP": 0, + "n_pred": 7453, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.13106796116504854, + "FN": 3540, + "FP": 40, + "IoU": 0.07012987012987013, + "TN": 12534, + "TP": 270, + "n_pred": 310, + "n_ref": 3810 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2079, + "FP": 0, + "IoU": 0.0, + "TN": 14305, + "TP": 0, + "n_pred": 0, + "n_ref": 2079 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2657, + "IoU": 0.0, + "TN": 13727, + "TP": 0, + "n_pred": 2657, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 33, + "FP": 0, + "IoU": 0.0, + "TN": 16351, + "TP": 0, + "n_pred": 0, + "n_ref": 33 + }, + "8": { + "Dice": 0.0, + "FN": 34, + "FP": 0, + "IoU": 0.0, + "TN": 16350, + "TP": 0, + "n_pred": 0, + "n_ref": 34 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0401.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 525, + "IoU": 0.0, + "TN": 65011, + "TP": 0, + "n_pred": 525, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 278, + "IoU": 0.0, + "TN": 65258, + "TP": 0, + "n_pred": 278, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1729, + "IoU": 0.0, + "TN": 63807, + "TP": 0, + "n_pred": 1729, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 952, + "IoU": 0.0, + "TN": 64584, + "TP": 0, + "n_pred": 952, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8559472748195418, + "FN": 4111, + "FP": 20, + "IoU": 0.7481711777615215, + "TN": 49132, + "TP": 12273, + "n_pred": 12293, + "n_ref": 16384 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 7268, + "FP": 0, + "IoU": 0.0, + "TN": 58268, + "TP": 0, + "n_pred": 0, + "n_ref": 7268 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": NaN, + "FN": 319.77555555555557, + "FP": 259.5244444444444, + "IoU": NaN, + "TN": 44594.35999999999, + "TP": 155.40666666666667, + "n_pred": 414.9311111111111, + "n_ref": 475.18222222222226 + }, + "mean": { + "1": { + "Dice": 0.0016137165910237014, + "FN": 332.9, + "FP": 163.43333333333334, + "IoU": 0.0008121002943863567, + "TN": 44830.6, + "TP": 2.1333333333333333, + "n_pred": 165.56666666666666, + "n_ref": 335.03333333333336 + }, + "10": { + "Dice": 0.0, + "FN": 633.3, + "FP": 13.1, + "IoU": 0.0, + "TN": 44682.666666666664, + "TP": 0.0, + "n_pred": 13.1, + "n_ref": 633.3 + }, + "11": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 45329.066666666666, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "12": { + "Dice": 0.0, + "FN": 169.2, + "FP": 0.0, + "IoU": 0.0, + "TN": 45159.86666666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 169.2 + }, + "13": { + "Dice": 0.0, + "FN": 217.5, + "FP": 7.5, + "IoU": 0.0, + "TN": 45104.066666666666, + "TP": 0.0, + "n_pred": 7.5, + "n_ref": 217.5 + }, + "14": { + "Dice": 0.0, + "FN": 240.56666666666666, + "FP": 390.6, + "IoU": 0.0, + "TN": 44697.9, + "TP": 0.0, + "n_pred": 390.6, + "n_ref": 240.56666666666666 + }, + "15": { + "Dice": 0.17299358641012308, + "FN": 227.1, + "FP": 221.5, + "IoU": 0.1524129505192425, + "TN": 44464.63333333333, + "TP": 415.8333333333333, + "n_pred": 637.3333333333334, + "n_ref": 642.9333333333333 + }, + "2": { + "Dice": 0.0, + "FN": 278.76666666666665, + "FP": 31.533333333333335, + "IoU": 0.0, + "TN": 45018.76666666667, + "TP": 0.0, + "n_pred": 31.533333333333335, + "n_ref": 278.76666666666665 + }, + "3": { + "Dice": 0.2172092345208443, + "FN": 440.43333333333334, + "FP": 1037.2666666666667, + "IoU": 0.1674059220015847, + "TN": 43233.46666666667, + "TP": 617.9, + "n_pred": 1655.1666666666667, + "n_ref": 1058.3333333333333 + }, + "4": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 45329.066666666666, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "5": { + "Dice": 0.023659480375898285, + "FN": 187.06666666666666, + "FP": 0.8666666666666667, + "IoU": 0.012265016047684547, + "TN": 45137.566666666666, + "TP": 3.566666666666667, + "n_pred": 4.433333333333334, + "n_ref": 190.63333333333333 + }, + "6": { + "Dice": 0.17106573952493065, + "FN": 960.5, + "FP": 1281.4333333333334, + "IoU": 0.1518222597992772, + "TN": 41957.833333333336, + "TP": 1129.3, + "n_pred": 2410.733333333333, + "n_ref": 2089.8 + }, + "7": { + "Dice": 0.12747390146018098, + "FN": 461.1333333333333, + "FP": 439.46666666666664, + "IoU": 0.07666513014572016, + "TN": 44269.566666666666, + "TP": 158.9, + "n_pred": 598.3666666666667, + "n_ref": 620.0333333333333 + }, + "8": { + "Dice": 0.04410517387616624, + "FN": 476.3, + "FP": 62.96666666666667, + "IoU": 0.027513227513227514, + "TN": 44786.333333333336, + "TP": 3.466666666666667, + "n_pred": 66.43333333333334, + "n_ref": 479.76666666666665 + }, + "9": { + "Dice": 0.0, + "FN": 171.86666666666667, + "FP": 243.2, + "IoU": 0.0, + "TN": 44914.0, + "TP": 0.0, + "n_pred": 243.2, + "n_ref": 171.86666666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 32767, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9243508655126498, + "FN": 1694, + "FP": 124, + "IoU": 0.8593423597678916, + "TN": 19843, + "TP": 11107, + "n_pred": 11231, + "n_ref": 12801 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 32764, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.8649679320506154, + "FN": 3895, + "FP": 0, + "IoU": 0.7620647525962125, + "TN": 49166, + "TP": 12475, + "n_pred": 12475, + "n_ref": 16370 + }, + "2": { + "Dice": 0.0, + "FN": 8363, + "FP": 0, + "IoU": 0.0, + "TN": 57173, + "TP": 0, + "n_pred": 0, + "n_ref": 8363 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 7057, + "IoU": 0.0, + "TN": 58479, + "TP": 0, + "n_pred": 7057, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 49142, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 193, + "FP": 0, + "IoU": 0.0, + "TN": 48959, + "TP": 0, + "n_pred": 0, + "n_ref": 193 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 4502, + "FP": 0, + "IoU": 0.0, + "TN": 44650, + "TP": 0, + "n_pred": 0, + "n_ref": 4502 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 49151, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 506, + "IoU": 0.0, + "TN": 48646, + "TP": 0, + "n_pred": 506, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 219, + "IoU": 0.0, + "TN": 48933, + "TP": 0, + "n_pred": 219, + "n_ref": 0 + }, + "3": { + "Dice": 0.45102823283374, + "FN": 486, + "FP": 1089, + "IoU": 0.2911791179117912, + "TN": 46930, + "TP": 647, + "n_pred": 1736, + "n_ref": 1133 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 475, + "IoU": 0.0, + "TN": 48677, + "TP": 0, + "n_pred": 475, + "n_ref": 0 + }, + "7": { + "Dice": 0.33217993079584773, + "FN": 189, + "FP": 4, + "IoU": 0.1991701244813278, + "TN": 48911, + "TP": 48, + "n_pred": 52, + "n_ref": 237 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 348, + "IoU": 0.0, + "TN": 48804, + "TP": 0, + "n_pred": 348, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 426, + "IoU": 0.0, + "TN": 48726, + "TP": 0, + "n_pred": 426, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 18, + "FP": 0, + "IoU": 0.0, + "TN": 49134, + "TP": 0, + "n_pred": 0, + "n_ref": 18 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1448, + "IoU": 0.0, + "TN": 47704, + "TP": 0, + "n_pred": 1448, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 5963, + "IoU": 0.0, + "TN": 43189, + "TP": 0, + "n_pred": 5963, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 1612, + "FP": 0, + "IoU": 0.0, + "TN": 63924, + "TP": 0, + "n_pred": 0, + "n_ref": 1612 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 3701, + "FP": 0, + "IoU": 0.0, + "TN": 61835, + "TP": 0, + "n_pred": 0, + "n_ref": 3701 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2229, + "IoU": 0.0, + "TN": 63307, + "TP": 0, + "n_pred": 2229, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 65512, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.950181014320956, + "FN": 1555, + "FP": 0, + "IoU": 0.90509033203125, + "TN": 49152, + "TP": 14829, + "n_pred": 14829, + "n_ref": 16384 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 3407, + "FP": 0, + "IoU": 0.0, + "TN": 62129, + "TP": 0, + "n_pred": 0, + "n_ref": 3407 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1017, + "IoU": 0.0, + "TN": 48135, + "TP": 0, + "n_pred": 1017, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 193, + "FP": 0, + "IoU": 0.0, + "TN": 48959, + "TP": 0, + "n_pred": 0, + "n_ref": 193 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 17368, + "IoU": 0.0, + "TN": 31784, + "TP": 0, + "n_pred": 17368, + "n_ref": 0 + }, + "7": { + "Dice": 0.4124202996215852, + "FN": 7573, + "FP": 3762, + "IoU": 0.2597792725135506, + "TN": 33839, + "TP": 3978, + "n_pred": 7740, + "n_ref": 11551 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 49115, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 2428, + "FP": 0, + "IoU": 0.0, + "TN": 13956, + "TP": 0, + "n_pred": 0, + "n_ref": 2428 + }, + "6": { + "Dice": 0.0, + "FN": 5323, + "FP": 0, + "IoU": 0.0, + "TN": 11061, + "TP": 0, + "n_pred": 0, + "n_ref": 5323 + }, + "7": { + "Dice": 0.0, + "FN": 1367, + "FP": 0, + "IoU": 0.0, + "TN": 15017, + "TP": 0, + "n_pred": 0, + "n_ref": 1367 + }, + "8": { + "Dice": 0.3969465648854962, + "FN": 316, + "FP": 0, + "IoU": 0.24761904761904763, + "TN": 15964, + "TP": 104, + "n_pred": 104, + "n_ref": 420 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 907, + "FP": 0, + "IoU": 0.0, + "TN": 48245, + "TP": 0, + "n_pred": 0, + "n_ref": 907 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9966722129783694, + "FN": 70, + "FP": 38, + "IoU": 0.9933665008291874, + "TN": 32871, + "TP": 16173, + "n_pred": 16211, + "n_ref": 16243 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 5487, + "FP": 0, + "IoU": 0.0, + "TN": 43665, + "TP": 0, + "n_pred": 0, + "n_ref": 5487 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2275, + "IoU": 0.0, + "TN": 63261, + "TP": 0, + "n_pred": 2275, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 8527, + "FP": 0, + "IoU": 0.0, + "TN": 57009, + "TP": 0, + "n_pred": 0, + "n_ref": 8527 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 762, + "IoU": 0.0, + "TN": 64774, + "TP": 0, + "n_pred": 762, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5277, + "IoU": 0.0, + "TN": 60259, + "TP": 0, + "n_pred": 5277, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 409, + "FP": 0, + "IoU": 0.0, + "TN": 65127, + "TP": 0, + "n_pred": 0, + "n_ref": 409 + }, + "6": { + "Dice": 0.034377207440546266, + "FN": 1619, + "FP": 2482, + "IoU": 0.017489218974604696, + "TN": 61362, + "TP": 73, + "n_pred": 2555, + "n_ref": 1692 + }, + "7": { + "Dice": 0.0, + "FN": 17, + "FP": 0, + "IoU": 0.0, + "TN": 65519, + "TP": 0, + "n_pred": 0, + "n_ref": 17 + }, + "8": { + "Dice": 0.0, + "FN": 6778, + "FP": 0, + "IoU": 0.0, + "TN": 58758, + "TP": 0, + "n_pred": 0, + "n_ref": 6778 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1877, + "IoU": 0.0, + "TN": 63659, + "TP": 0, + "n_pred": 1877, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 5177, + "FP": 0, + "IoU": 0.0, + "TN": 27591, + "TP": 0, + "n_pred": 0, + "n_ref": 5177 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 378, + "IoU": 0.0, + "TN": 32390, + "TP": 0, + "n_pred": 378, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 387, + "IoU": 0.0, + "TN": 32381, + "TP": 0, + "n_pred": 387, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 693, + "IoU": 0.0, + "TN": 32075, + "TP": 0, + "n_pred": 693, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 885, + "IoU": 0.0, + "TN": 31883, + "TP": 0, + "n_pred": 885, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 918, + "FP": 107, + "IoU": 0.0, + "TN": 31743, + "TP": 0, + "n_pred": 107, + "n_ref": 918 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 199, + "IoU": 0.0, + "TN": 32569, + "TP": 0, + "n_pred": 199, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 4041, + "FP": 0, + "IoU": 0.0, + "TN": 12343, + "TP": 0, + "n_pred": 0, + "n_ref": 4041 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 32740, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 503, + "FP": 0, + "IoU": 0.0, + "TN": 32265, + "TP": 0, + "n_pred": 0, + "n_ref": 503 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 127, + "IoU": 0.0, + "TN": 32641, + "TP": 0, + "n_pred": 127, + "n_ref": 0 + }, + "3": { + "Dice": 0.7537760728842005, + "FN": 1549, + "FP": 505, + "IoU": 0.6048480184686418, + "TN": 27570, + "TP": 3144, + "n_pred": 3649, + "n_ref": 4693 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 32758, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 32, + "IoU": 0.0, + "TN": 32736, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 683, + "IoU": 0.0, + "TN": 15701, + "TP": 0, + "n_pred": 683, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 281, + "IoU": 0.0, + "TN": 65255, + "TP": 0, + "n_pred": 281, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 65532, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 849, + "IoU": 0.0, + "TN": 64687, + "TP": 0, + "n_pred": 849, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 2918, + "FP": 0, + "IoU": 0.0, + "TN": 62618, + "TP": 0, + "n_pred": 0, + "n_ref": 2918 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 65531, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "3": { + "Dice": 0.37438943894389437, + "FN": 7047, + "FP": 2431, + "IoU": 0.23030696767906447, + "TN": 53222, + "TP": 2836, + "n_pred": 5267, + "n_ref": 9883 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.07097844112769486, + "FN": 2775, + "FP": 26, + "IoU": 0.03679504814305364, + "TN": 62628, + "TP": 107, + "n_pred": 133, + "n_ref": 2882 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 5788, + "IoU": 0.0, + "TN": 59748, + "TP": 0, + "n_pred": 5788, + "n_ref": 0 + }, + "7": { + "Dice": 0.24076029567053855, + "FN": 3417, + "FP": 897, + "IoU": 0.1368547418967587, + "TN": 60538, + "TP": 684, + "n_pred": 1581, + "n_ref": 4101 + }, + "8": { + "Dice": 0.0, + "FN": 1657, + "FP": 0, + "IoU": 0.0, + "TN": 63879, + "TP": 0, + "n_pred": 0, + "n_ref": 1657 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 4623, + "IoU": 0.0, + "TN": 60913, + "TP": 0, + "n_pred": 4623, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 2336, + "FP": 0, + "IoU": 0.0, + "TN": 63200, + "TP": 0, + "n_pred": 0, + "n_ref": 2336 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 1946, + "FP": 0, + "IoU": 0.0, + "TN": 79974, + "TP": 0, + "n_pred": 0, + "n_ref": 1946 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5570, + "IoU": 0.0, + "TN": 76350, + "TP": 0, + "n_pred": 5570, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 51, + "FP": 0, + "IoU": 0.0, + "TN": 81869, + "TP": 0, + "n_pred": 0, + "n_ref": 51 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.15548624893677346, + "FN": 14893, + "FP": 0, + "IoU": 0.08429660600098376, + "TN": 49272, + "TP": 1371, + "n_pred": 1371, + "n_ref": 16264 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 112, + "IoU": 0.0, + "TN": 65424, + "TP": 0, + "n_pred": 112, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 220, + "IoU": 0.0, + "TN": 65316, + "TP": 0, + "n_pred": 220, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 3176, + "FP": 0, + "IoU": 0.0, + "TN": 62360, + "TP": 0, + "n_pred": 0, + "n_ref": 3176 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 579, + "IoU": 0.0, + "TN": 64957, + "TP": 0, + "n_pred": 579, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 31, + "IoU": 0.0, + "TN": 65505, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1573, + "IoU": 0.0, + "TN": 47579, + "TP": 0, + "n_pred": 1573, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 1322, + "FP": 0, + "IoU": 0.0, + "TN": 47830, + "TP": 0, + "n_pred": 0, + "n_ref": 1322 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 71, + "FP": 0, + "IoU": 0.0, + "TN": 49081, + "TP": 0, + "n_pred": 0, + "n_ref": 71 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.3201754385964912, + "FN": 2437, + "FP": 973, + "IoU": 0.1906005221932115, + "TN": 44939, + "TP": 803, + "n_pred": 1776, + "n_ref": 3240 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 49148, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 4862, + "IoU": 0.0, + "TN": 27906, + "TP": 0, + "n_pred": 4862, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 444, + "IoU": 0.0, + "TN": 32324, + "TP": 0, + "n_pred": 444, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 32741, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 182, + "FP": 0, + "IoU": 0.0, + "TN": 32586, + "TP": 0, + "n_pred": 0, + "n_ref": 182 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 32738, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3345, + "IoU": 0.0, + "TN": 45807, + "TP": 0, + "n_pred": 3345, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1535, + "IoU": 0.0, + "TN": 47617, + "TP": 0, + "n_pred": 1535, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 238, + "IoU": 0.0, + "TN": 65298, + "TP": 0, + "n_pred": 238, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 9018, + "IoU": 0.0, + "TN": 56518, + "TP": 0, + "n_pred": 9018, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 65534, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.012909732728189611, + "FN": 9787, + "FP": 0, + "IoU": 0.006496802355090854, + "TN": 22917, + "TP": 64, + "n_pred": 64, + "n_ref": 9851 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 10528, + "IoU": 0.0, + "TN": 22240, + "TP": 0, + "n_pred": 10528, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0402.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 1975, + "FP": 0, + "IoU": 0.0, + "TN": 30793, + "TP": 0, + "n_pred": 0, + "n_ref": 1975 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 1917, + "FP": 0, + "IoU": 0.0, + "TN": 30851, + "TP": 0, + "n_pred": 0, + "n_ref": 1917 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 181, + "IoU": 0.0, + "TN": 32587, + "TP": 0, + "n_pred": 181, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 32765, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6003351487222455, + "FN": 1073, + "FP": 835, + "IoU": 0.42891349895240943, + "TN": 29427, + "TP": 1433, + "n_pred": 2268, + "n_ref": 2506 + }, + "7": { + "Dice": 0.03443068559347629, + "FN": 353, + "FP": 2844, + "IoU": 0.017516902274124155, + "TN": 29514, + "TP": 57, + "n_pred": 2901, + "n_ref": 410 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 1749, + "FP": 71, + "IoU": 0.0, + "TN": 30948, + "TP": 0, + "n_pred": 71, + "n_ref": 1749 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2868416/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": NaN, + "FN": 367.7662222222222, + "FP": 245.32799999999997, + "IoU": NaN, + "TN": 42873.435999999994, + "TP": 204.13644444444444, + "n_pred": 449.46444444444444, + "n_ref": 571.9026666666666 + }, + "mean": { + "1": { + "Dice": 0.1657395442862054, + "FN": 345.6666666666667, + "FP": 116.69333333333334, + "IoU": 0.13674237402095954, + "TN": 42992.020000000004, + "TP": 236.2866666666667, + "n_pred": 352.98, + "n_ref": 581.9533333333334 + }, + "10": { + "Dice": 0.04141693966565313, + "FN": 301.76666666666665, + "FP": 200.11333333333334, + "IoU": 0.028231668487096913, + "TN": 43137.96666666666, + "TP": 50.82000000000001, + "n_pred": 250.9333333333333, + "n_ref": 352.58666666666664 + }, + "11": { + "Dice": NaN, + "FN": 45.993333333333325, + "FP": 0.0, + "IoU": NaN, + "TN": 43644.673333333325, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 45.993333333333325 + }, + "12": { + "Dice": 0.0007867132867132868, + "FN": 93.46666666666667, + "FP": 0.36, + "IoU": 0.0003964757709251102, + "TN": 43596.72, + "TP": 0.12, + "n_pred": 0.48, + "n_ref": 93.58666666666667 + }, + "13": { + "Dice": 0.005302492856567036, + "FN": 238.08, + "FP": 62.2, + "IoU": 0.0027601009468147327, + "TN": 43389.36, + "TP": 1.0266666666666666, + "n_pred": 63.22666666666667, + "n_ref": 239.10666666666665 + }, + "14": { + "Dice": 0.09353392041910524, + "FN": 806.6533333333333, + "FP": 459.4133333333334, + "IoU": 0.0684279668173771, + "TN": 42243.03999999999, + "TP": 181.56, + "n_pred": 640.9733333333334, + "n_ref": 988.2133333333334 + }, + "15": { + "Dice": 0.1731457910259314, + "FN": 310.2133333333333, + "FP": 320.29333333333335, + "IoU": 0.13735213097897858, + "TN": 42753.82, + "TP": 306.34000000000003, + "n_pred": 626.6333333333334, + "n_ref": 616.5533333333333 + }, + "2": { + "Dice": 0.01694270957588044, + "FN": 412.82, + "FP": 106.53333333333333, + "IoU": 0.012716458905016418, + "TN": 43112.64, + "TP": 58.67333333333333, + "n_pred": 165.20666666666665, + "n_ref": 471.4933333333332 + }, + "3": { + "Dice": 0.12728428343870682, + "FN": 418.5466666666666, + "FP": 670.9933333333335, + "IoU": 0.10190305994819089, + "TN": 42182.346666666665, + "TP": 418.78000000000003, + "n_pred": 1089.7733333333333, + "n_ref": 837.3266666666666 + }, + "4": { + "Dice": NaN, + "FN": 276.54, + "FP": 8.553333333333333, + "IoU": NaN, + "TN": 43363.82000000001, + "TP": 41.75333333333334, + "n_pred": 50.30666666666667, + "n_ref": 318.29333333333335 + }, + "5": { + "Dice": NaN, + "FN": 220.38666666666663, + "FP": 0.4533333333333333, + "IoU": NaN, + "TN": 43469.11333333333, + "TP": 0.7133333333333334, + "n_pred": 1.1666666666666667, + "n_ref": 221.1 + }, + "6": { + "Dice": 0.2985667432565498, + "FN": 689.1466666666666, + "FP": 1260.6333333333334, + "IoU": 0.25377878963768064, + "TN": 40056.14, + "TP": 1684.7466666666667, + "n_pred": 2945.38, + "n_ref": 2373.8933333333334 + }, + "7": { + "Dice": 0.057599847596138634, + "FN": 641.6533333333333, + "FP": 347.5266666666667, + "IoU": 0.03455289691863392, + "TN": 42640.96666666666, + "TP": 60.52, + "n_pred": 408.04666666666674, + "n_ref": 702.1733333333333 + }, + "8": { + "Dice": 0.03224695489487089, + "FN": 424.1066666666667, + "FP": 75.65333333333334, + "IoU": 0.019785527883067526, + "TN": 43184.49333333333, + "TP": 6.413333333333334, + "n_pred": 82.06666666666666, + "n_ref": 430.52 + }, + "9": { + "Dice": 0.027560656754529504, + "FN": 291.45333333333326, + "FP": 50.5, + "IoU": 0.01865324892691956, + "TN": 43334.42, + "TP": 14.293333333333333, + "n_pred": 64.79333333333332, + "n_ref": 305.7466666666666 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/loop_002/summary.json b/nnActive_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/loop_002/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..93fd78d8736cf24dba2dd5d77fa61f71d8d07894 --- /dev/null +++ b/nnActive_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/loop_002/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.1820560397356372, + "FN": 98067.28266666665, + "FP": 59176.06533333335, + "IoU": 0.1255804803883324, + "TN": 96211194.24399999, + "TP": 88523.24799999998, + "n_pred": 147699.31333333335, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.31044692700895393, + "FN": 151001.58, + "FP": 24162.32, + "IoU": 0.20033005491567732, + "TN": 96238510.38, + "TP": 43286.56, + "n_pred": 67448.88, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.05827011282926224, + "FN": 70607.18, + "FP": 7279.9, + "IoU": 0.03262195893210265, + "TN": 96375458.38, + "TP": 3615.38, + "n_pred": 10895.28, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.0, + "FN": 3700.38, + "FP": 0.0, + "IoU": 0.0, + "TN": 96453260.46, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.0, + "FN": 4236.66, + "FP": 0.0, + "IoU": 0.0, + "TN": 96452724.18, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.0006188646606105665, + "FN": 57836.8, + "FP": 350.14, + "IoU": 0.00031082110979672203, + "TN": 96398752.56, + "TP": 21.34, + "n_pred": 371.48, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.2457743074149139, + "FN": 108531.72, + "FP": 43984.66, + "IoU": 0.1566044415798626, + "TN": 96274618.04, + "TP": 29826.42, + "n_pred": 73811.08, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.35800373065311464, + "FN": 31576.28, + "FP": 26056.56, + "IoU": 0.24913746535048303, + "TN": 96376857.24, + "TP": 22470.76, + "n_pred": 48527.32, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.006452275840589534, + "FN": 156333.1, + "FP": 245.58, + "IoU": 0.00334709531539099, + "TN": 96299873.56, + "TP": 508.6, + "n_pred": 754.18, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.29801819332974255, + "FN": 107949.16, + "FP": 84363.34, + "IoU": 0.19862685260577237, + "TN": 96209194.92, + "TP": 55453.42, + "n_pred": 139816.76, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.293079743271492, + "FN": 18367.1, + "FP": 9829.92, + "IoU": 0.20243957679315844, + "TN": 96420553.42, + "TP": 8210.4, + "n_pred": 18040.32, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.0, + "FN": 17152.16, + "FP": 0.0, + "IoU": 0.0, + "TN": 96439808.68, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.730874409286383, + "FN": 248110.22, + "FP": 631766.06, + "IoU": 0.5860202904930855, + "TN": 94465971.16, + "TP": 1111113.4, + "n_pred": 1742879.46, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.16597643760258374, + "FN": 305824.96, + "FP": 48680.0, + "IoU": 0.09691112122478474, + "TN": 96069356.18, + "TP": 33099.7, + "n_pred": 81779.7, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.16595390043951583, + "FN": 117013.64, + "FP": 2414.88, + "IoU": 0.10359237749405624, + "TN": 96322176.78, + "TP": 15355.54, + "n_pred": 17770.42, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.0973716936973961, + "FN": 72768.3, + "FP": 8507.62, + "IoU": 0.0537651500108156, + "TN": 96370797.72, + "TP": 4887.2, + "n_pred": 13394.82, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.4559018222387505, + "FN": 62042, + "FP": 11112, + "IoU": 0.29525442669698077, + "TN": 119489518, + "TP": 30648, + "n_pred": 41760, + "n_ref": 92690 + }, + "10": { + "Dice": 0.007330434439904888, + "FN": 75056, + "FP": 507, + "IoU": 0.0036787004562115976, + "TN": 119517478, + "TP": 279, + "n_pred": 786, + "n_ref": 75335 + }, + "11": { + "Dice": 0.0, + "FN": 3546, + "FP": 0, + "IoU": 0.0, + "TN": 119589774, + "TP": 0, + "n_pred": 0, + "n_ref": 3546 + }, + "12": { + "Dice": 0.0, + "FN": 4465, + "FP": 0, + "IoU": 0.0, + "TN": 119588855, + "TP": 0, + "n_pred": 0, + "n_ref": 4465 + }, + "13": { + "Dice": 0.0, + "FN": 52757, + "FP": 305, + "IoU": 0.0, + "TN": 119540258, + "TP": 0, + "n_pred": 305, + "n_ref": 52757 + }, + "14": { + "Dice": 0.19905913044054016, + "FN": 217421, + "FP": 24512, + "IoU": 0.11053063085254616, + "TN": 119321323, + "TP": 30064, + "n_pred": 54576, + "n_ref": 247485 + }, + "15": { + "Dice": 0.1491841735961293, + "FN": 18618, + "FP": 143864, + "IoU": 0.08060454825804772, + "TN": 119416593, + "TP": 14245, + "n_pred": 158109, + "n_ref": 32863 + }, + "2": { + "Dice": 0.0, + "FN": 140798, + "FP": 1171, + "IoU": 0.0, + "TN": 119451351, + "TP": 0, + "n_pred": 1171, + "n_ref": 140798 + }, + "3": { + "Dice": 0.5302943659287095, + "FN": 63271, + "FP": 126468, + "IoU": 0.360816719780627, + "TN": 119296474, + "TP": 107107, + "n_pred": 233575, + "n_ref": 170378 + }, + "4": { + "Dice": 0.5090215525462521, + "FN": 51016, + "FP": 468, + "IoU": 0.34140101315048865, + "TN": 119515148, + "TP": 26688, + "n_pred": 27156, + "n_ref": 77704 + }, + "5": { + "Dice": 0.0, + "FN": 64264, + "FP": 0, + "IoU": 0.0, + "TN": 119529056, + "TP": 0, + "n_pred": 0, + "n_ref": 64264 + }, + "6": { + "Dice": 0.8255252556489758, + "FN": 187562, + "FP": 232759, + "IoU": 0.7028888953292339, + "TN": 118178627, + "TP": 994372, + "n_pred": 1227131, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 85191, + "IoU": 0.0, + "TN": 119508129, + "TP": 0, + "n_pred": 85191, + "n_ref": 0 + }, + "8": { + "Dice": 0.2468784013501449, + "FN": 246130, + "FP": 198, + "IoU": 0.14082217773158193, + "TN": 119306618, + "TP": 40374, + "n_pred": 40572, + "n_ref": 286504 + }, + "9": { + "Dice": 0.10243287078752929, + "FN": 72271, + "FP": 2438, + "IoU": 0.05398115787874183, + "TN": 119514348, + "TP": 4263, + "n_pred": 6701, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3375088001399691, + "FN": 148053, + "FP": 10980, + "IoU": 0.20301388673118076, + "TN": 72626117, + "TP": 40510, + "n_pred": 51490, + "n_ref": 188563 + }, + "10": { + "Dice": 0.0022426748995165143, + "FN": 68374, + "FP": 140, + "IoU": 0.0011225962589844149, + "TN": 72757069, + "TP": 77, + "n_pred": 217, + "n_ref": 68451 + }, + "11": { + "Dice": 0.0, + "FN": 2247, + "FP": 0, + "IoU": 0.0, + "TN": 72823413, + "TP": 0, + "n_pred": 0, + "n_ref": 2247 + }, + "12": { + "Dice": 0.0, + "FN": 2874, + "FP": 0, + "IoU": 0.0, + "TN": 72822786, + "TP": 0, + "n_pred": 0, + "n_ref": 2874 + }, + "13": { + "Dice": 0.0, + "FN": 50183, + "FP": 0, + "IoU": 0.0, + "TN": 72775477, + "TP": 0, + "n_pred": 0, + "n_ref": 50183 + }, + "14": { + "Dice": 0.28650723220493224, + "FN": 51544, + "FP": 74685, + "IoU": 0.16720656053518768, + "TN": 72674087, + "TP": 25344, + "n_pred": 100029, + "n_ref": 76888 + }, + "15": { + "Dice": 0.4122581671857594, + "FN": 15280, + "FP": 62279, + "IoU": 0.2596506300114548, + "TN": 72720900, + "TP": 27201, + "n_pred": 89480, + "n_ref": 42481 + }, + "2": { + "Dice": 0.0, + "FN": 135843, + "FP": 0, + "IoU": 0.0, + "TN": 72689817, + "TP": 0, + "n_pred": 0, + "n_ref": 135843 + }, + "3": { + "Dice": 0.5251509400425441, + "FN": 35557, + "FP": 130077, + "IoU": 0.35607097315958075, + "TN": 72568436, + "TP": 91590, + "n_pred": 221667, + "n_ref": 127147 + }, + "4": { + "Dice": 0.015727525723185334, + "FN": 26702, + "FP": 11849, + "IoU": 0.00792609176767287, + "TN": 72786801, + "TP": 308, + "n_pred": 12157, + "n_ref": 27010 + }, + "5": { + "Dice": 0.0, + "FN": 8639, + "FP": 0, + "IoU": 0.0, + "TN": 72817021, + "TP": 0, + "n_pred": 0, + "n_ref": 8639 + }, + "6": { + "Dice": 0.7753329693630097, + "FN": 200198, + "FP": 383737, + "IoU": 0.6330969561250726, + "TN": 71234136, + "TP": 1007589, + "n_pred": 1391326, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.07625158546594046, + "FN": 228150, + "FP": 31851, + "IoU": 0.03963698417623332, + "TN": 72554928, + "TP": 10731, + "n_pred": 42582, + "n_ref": 238881 + }, + "8": { + "Dice": 0.6056445643609274, + "FN": 32829, + "FP": 203, + "IoU": 0.4343545045122181, + "TN": 72767263, + "TP": 25365, + "n_pred": 25568, + "n_ref": 58194 + }, + "9": { + "Dice": 0.010991232281375546, + "FN": 77550, + "FP": 734, + "IoU": 0.005525984832124392, + "TN": 72746941, + "TP": 435, + "n_pred": 1169, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.011344091650090484, + "FN": 258524, + "FP": 5894, + "IoU": 0.0057044014514825055, + "TN": 71543553, + "TP": 1517, + "n_pred": 7411, + "n_ref": 260041 + }, + "10": { + "Dice": 0.044654700616854504, + "FN": 91311, + "FP": 11680, + "IoU": 0.022837245488529195, + "TN": 71704090, + "TP": 2407, + "n_pred": 14087, + "n_ref": 93718 + }, + "11": { + "Dice": 0.0, + "FN": 3369, + "FP": 0, + "IoU": 0.0, + "TN": 71806119, + "TP": 0, + "n_pred": 0, + "n_ref": 3369 + }, + "12": { + "Dice": 0.0, + "FN": 6509, + "FP": 0, + "IoU": 0.0, + "TN": 71802979, + "TP": 0, + "n_pred": 0, + "n_ref": 6509 + }, + "13": { + "Dice": 0.0, + "FN": 63901, + "FP": 0, + "IoU": 0.0, + "TN": 71745587, + "TP": 0, + "n_pred": 0, + "n_ref": 63901 + }, + "14": { + "Dice": 0.11828149827296172, + "FN": 489194, + "FP": 2454, + "IoU": 0.06285823207052657, + "TN": 71284863, + "TP": 32977, + "n_pred": 35431, + "n_ref": 522171 + }, + "15": { + "Dice": 0.09044345257696965, + "FN": 171737, + "FP": 7794, + "IoU": 0.04736358957215704, + "TN": 71621031, + "TP": 8926, + "n_pred": 16720, + "n_ref": 180663 + }, + "2": { + "Dice": 0.0, + "FN": 146874, + "FP": 0, + "IoU": 0.0, + "TN": 71662614, + "TP": 0, + "n_pred": 0, + "n_ref": 146874 + }, + "3": { + "Dice": 0.6221608891016164, + "FN": 45910, + "FP": 123023, + "IoU": 0.45154828613912174, + "TN": 71501470, + "TP": 139085, + "n_pred": 262108, + "n_ref": 184995 + }, + "4": { + "Dice": 0.4551169971355232, + "FN": 7858, + "FP": 6789, + "IoU": 0.2945964168753612, + "TN": 71788724, + "TP": 6117, + "n_pred": 12906, + "n_ref": 13975 + }, + "5": { + "Dice": 0.0, + "FN": 10343, + "FP": 0, + "IoU": 0.0, + "TN": 71799145, + "TP": 0, + "n_pred": 0, + "n_ref": 10343 + }, + "6": { + "Dice": 0.7716538029171862, + "FN": 148189, + "FP": 502834, + "IoU": 0.62820547232513, + "TN": 70058459, + "TP": 1100006, + "n_pred": 1602840, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.4881068330114906, + "FN": 148441, + "FP": 33407, + "IoU": 0.32284479066978966, + "TN": 71540941, + "TP": 86699, + "n_pred": 120106, + "n_ref": 235140 + }, + "8": { + "Dice": 0.16688877929000914, + "FN": 73283, + "FP": 6110, + "IoU": 0.09104127311237048, + "TN": 71722143, + "TP": 7952, + "n_pred": 14062, + "n_ref": 81235 + }, + "9": { + "Dice": 0.313461901905521, + "FN": 69082, + "FP": 14469, + "IoU": 0.1858611449451888, + "TN": 71706863, + "TP": 19074, + "n_pred": 33543, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7840377125564678, + "FN": 70661, + "FP": 8411, + "IoU": 0.6447878529233395, + "TN": 135222905, + "TP": 143533, + "n_pred": 151944, + "n_ref": 214194 + }, + "10": { + "Dice": 0.2623338152837042, + "FN": 70257, + "FP": 13415, + "IoU": 0.15096905124302384, + "TN": 135346960, + "TP": 14878, + "n_pred": 28293, + "n_ref": 85135 + }, + "11": { + "Dice": 0.0, + "FN": 3547, + "FP": 0, + "IoU": 0.0, + "TN": 135441963, + "TP": 0, + "n_pred": 0, + "n_ref": 3547 + }, + "12": { + "Dice": 0.0, + "FN": 5508, + "FP": 0, + "IoU": 0.0, + "TN": 135440002, + "TP": 0, + "n_pred": 0, + "n_ref": 5508 + }, + "13": { + "Dice": 0.007280505110750056, + "FN": 40396, + "FP": 7873, + "IoU": 0.003653552408867605, + "TN": 135397064, + "TP": 177, + "n_pred": 8050, + "n_ref": 40573 + }, + "14": { + "Dice": 0.48078301210726815, + "FN": 92027, + "FP": 18101, + "IoU": 0.31646763822339186, + "TN": 135284394, + "TP": 50988, + "n_pred": 69089, + "n_ref": 143015 + }, + "15": { + "Dice": 0.16174035391525515, + "FN": 43827, + "FP": 33624, + "IoU": 0.08798558694346643, + "TN": 135360587, + "TP": 7472, + "n_pred": 41096, + "n_ref": 51299 + }, + "2": { + "Dice": 9.53725250829741e-06, + "FN": 209538, + "FP": 164, + "IoU": 4.768648994053494e-06, + "TN": 135235807, + "TP": 1, + "n_pred": 165, + "n_ref": 209539 + }, + "3": { + "Dice": 0.48870098911684673, + "FN": 82026, + "FP": 221047, + "IoU": 0.32336485738270015, + "TN": 134997598, + "TP": 144839, + "n_pred": 365886, + "n_ref": 226865 + }, + "4": { + "Dice": 0.7456683070398912, + "FN": 13279, + "FP": 2794, + "IoU": 0.5944745805474959, + "TN": 135405875, + "TP": 23562, + "n_pred": 26356, + "n_ref": 36841 + }, + "5": { + "Dice": 0.0, + "FN": 28044, + "FP": 0, + "IoU": 0.0, + "TN": 135417466, + "TP": 0, + "n_pred": 0, + "n_ref": 28044 + }, + "6": { + "Dice": 0.8690487928599175, + "FN": 199277, + "FP": 241653, + "IoU": 0.7684228880727257, + "TN": 133541479, + "TP": 1463101, + "n_pred": 1704754, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.23867720593766045, + "FN": 162479, + "FP": 70316, + "IoU": 0.13551020105018458, + "TN": 135176224, + "TP": 36491, + "n_pred": 106807, + "n_ref": 198970 + }, + "8": { + "Dice": 0.30946134684885745, + "FN": 235898, + "FP": 3895, + "IoU": 0.18305487796568595, + "TN": 135151986, + "TP": 53731, + "n_pred": 57626, + "n_ref": 289629 + }, + "9": { + "Dice": 0.08372048192771084, + "FN": 93691, + "FP": 1373, + "IoU": 0.043689076221996435, + "TN": 135346103, + "TP": 4343, + "n_pred": 5716, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.17541815708599928, + "FN": 228359, + "FP": 33515, + "IoU": 0.09614156677446856, + "TN": 105464276, + "TP": 27855, + "n_pred": 61370, + "n_ref": 256214 + }, + "10": { + "Dice": 0.0, + "FN": 60485, + "FP": 0, + "IoU": 0.0, + "TN": 105693520, + "TP": 0, + "n_pred": 0, + "n_ref": 60485 + }, + "11": { + "Dice": 0.0, + "FN": 2469, + "FP": 0, + "IoU": 0.0, + "TN": 105751536, + "TP": 0, + "n_pred": 0, + "n_ref": 2469 + }, + "12": { + "Dice": 0.0, + "FN": 4404, + "FP": 0, + "IoU": 0.0, + "TN": 105749601, + "TP": 0, + "n_pred": 0, + "n_ref": 4404 + }, + "13": { + "Dice": 0.0, + "FN": 80902, + "FP": 380, + "IoU": 0.0, + "TN": 105672723, + "TP": 0, + "n_pred": 380, + "n_ref": 80902 + }, + "14": { + "Dice": 0.6828786372617601, + "FN": 85615, + "FP": 17745, + "IoU": 0.5184629576139318, + "TN": 105539359, + "TP": 111286, + "n_pred": 129031, + "n_ref": 196901 + }, + "15": { + "Dice": 0.35334571975264134, + "FN": 21561, + "FP": 1758, + "IoU": 0.21458403502862916, + "TN": 105724315, + "TP": 6371, + "n_pred": 8129, + "n_ref": 27932 + }, + "2": { + "Dice": 0.0, + "FN": 152890, + "FP": 0, + "IoU": 0.0, + "TN": 105601115, + "TP": 0, + "n_pred": 0, + "n_ref": 152890 + }, + "3": { + "Dice": 0.13049177555076324, + "FN": 159116, + "FP": 5388, + "IoU": 0.06980005428390482, + "TN": 105577157, + "TP": 12344, + "n_pred": 17732, + "n_ref": 171460 + }, + "4": { + "Dice": 0.17837094741665713, + "FN": 36183, + "FP": 6849, + "IoU": 0.0979183699138419, + "TN": 105706302, + "TP": 4671, + "n_pred": 11520, + "n_ref": 40854 + }, + "5": { + "Dice": 0.0, + "FN": 12365, + "FP": 0, + "IoU": 0.0, + "TN": 105741640, + "TP": 0, + "n_pred": 0, + "n_ref": 12365 + }, + "6": { + "Dice": 0.7792789240096469, + "FN": 247189, + "FP": 483232, + "IoU": 0.6383759069428938, + "TN": 103734170, + "TP": 1289414, + "n_pred": 1772646, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.1300143627778285, + "FN": 241316, + "FP": 120906, + "IoU": 0.06952693121801853, + "TN": 105364717, + "TP": 27066, + "n_pred": 147972, + "n_ref": 268382 + }, + "8": { + "Dice": 0.0, + "FN": 88668, + "FP": 1920, + "IoU": 0.0, + "TN": 105663417, + "TP": 0, + "n_pred": 1920, + "n_ref": 88668 + }, + "9": { + "Dice": 0.001959661513011389, + "FN": 74730, + "FP": 3701, + "IoU": 0.0009807917664441841, + "TN": 105675497, + "TP": 77, + "n_pred": 3778, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.10342616820709774, + "FN": 236395, + "FP": 55880, + "IoU": 0.054533162101749084, + "TN": 96828747, + "TP": 16858, + "n_pred": 72738, + "n_ref": 253253 + }, + "10": { + "Dice": 0.40927098483401647, + "FN": 70786, + "FP": 49845, + "IoU": 0.25728516983850414, + "TN": 96975461, + "TP": 41788, + "n_pred": 91633, + "n_ref": 112574 + }, + "11": { + "Dice": 0.0, + "FN": 3561, + "FP": 0, + "IoU": 0.0, + "TN": 97134319, + "TP": 0, + "n_pred": 0, + "n_ref": 3561 + }, + "12": { + "Dice": 0.0, + "FN": 4518, + "FP": 0, + "IoU": 0.0, + "TN": 97133362, + "TP": 0, + "n_pred": 0, + "n_ref": 4518 + }, + "13": { + "Dice": 0.0015205169757717624, + "FN": 49859, + "FP": 48, + "IoU": 0.000760836920612674, + "TN": 97087935, + "TP": 38, + "n_pred": 86, + "n_ref": 49897 + }, + "14": { + "Dice": 0.12844916268361128, + "FN": 246110, + "FP": 2974, + "IoU": 0.06863247319949596, + "TN": 96870441, + "TP": 18355, + "n_pred": 21329, + "n_ref": 264465 + }, + "15": { + "Dice": 0.0, + "FN": 22372, + "FP": 64122, + "IoU": 0.0, + "TN": 97051386, + "TP": 0, + "n_pred": 64122, + "n_ref": 22372 + }, + "2": { + "Dice": 0.12360013336732893, + "FN": 128550, + "FP": 5505, + "IoU": 0.06587089221506814, + "TN": 96994372, + "TP": 9453, + "n_pred": 14958, + "n_ref": 138003 + }, + "3": { + "Dice": 0.026741209998003303, + "FN": 154780, + "FP": 113309, + "IoU": 0.013551800774178356, + "TN": 96866108, + "TP": 3683, + "n_pred": 116992, + "n_ref": 158463 + }, + "4": { + "Dice": 0.46540560049253765, + "FN": 16535, + "FP": 8646, + "IoU": 0.3032759670189807, + "TN": 97101738, + "TP": 10961, + "n_pred": 19607, + "n_ref": 27496 + }, + "5": { + "Dice": 0.0, + "FN": 14633, + "FP": 0, + "IoU": 0.0, + "TN": 97123247, + "TP": 0, + "n_pred": 0, + "n_ref": 14633 + }, + "6": { + "Dice": 0.7630014675086979, + "FN": 204678, + "FP": 600224, + "IoU": 0.6168167927992775, + "TN": 95037313, + "TP": 1295665, + "n_pred": 1895889, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.3810185301411169, + "FN": 185953, + "FP": 35950, + "IoU": 0.2353445899379738, + "TN": 96847680, + "TP": 68297, + "n_pred": 104247, + "n_ref": 254250 + }, + "8": { + "Dice": 0.08287778915636584, + "FN": 122310, + "FP": 4860, + "IoU": 0.04323031087303259, + "TN": 97004964, + "TP": 5746, + "n_pred": 10606, + "n_ref": 128056 + }, + "9": { + "Dice": 0.14607045776973976, + "FN": 61836, + "FP": 17015, + "IoU": 0.0787896489280916, + "TN": 97052285, + "TP": 6744, + "n_pred": 23759, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.20331846207829968, + "FN": 149173, + "FP": 41543, + "IoU": 0.1131633279392891, + "TN": 130551740, + "TP": 24336, + "n_pred": 65879, + "n_ref": 173509 + }, + "10": { + "Dice": 0.0, + "FN": 77248, + "FP": 5758, + "IoU": 0.0, + "TN": 130683786, + "TP": 0, + "n_pred": 5758, + "n_ref": 77248 + }, + "11": { + "Dice": 0.0, + "FN": 4049, + "FP": 0, + "IoU": 0.0, + "TN": 130762743, + "TP": 0, + "n_pred": 0, + "n_ref": 4049 + }, + "12": { + "Dice": 0.0, + "FN": 3328, + "FP": 0, + "IoU": 0.0, + "TN": 130763464, + "TP": 0, + "n_pred": 0, + "n_ref": 3328 + }, + "13": { + "Dice": 0.0, + "FN": 61367, + "FP": 196, + "IoU": 0.0, + "TN": 130705229, + "TP": 0, + "n_pred": 196, + "n_ref": 61367 + }, + "14": { + "Dice": 0.47367566790485865, + "FN": 108356, + "FP": 5139, + "IoU": 0.31033749377149594, + "TN": 130602226, + "TP": 51071, + "n_pred": 56210, + "n_ref": 159427 + }, + "15": { + "Dice": 0.4582492337594378, + "FN": 19595, + "FP": 2146, + "IoU": 0.2972265321955004, + "TN": 130735856, + "TP": 9195, + "n_pred": 11341, + "n_ref": 28790 + }, + "2": { + "Dice": 0.0, + "FN": 166331, + "FP": 402, + "IoU": 0.0, + "TN": 130600059, + "TP": 0, + "n_pred": 402, + "n_ref": 166331 + }, + "3": { + "Dice": 0.39200704682283455, + "FN": 66364, + "FP": 242860, + "IoU": 0.24378654523845042, + "TN": 130357881, + "TP": 99687, + "n_pred": 342547, + "n_ref": 166051 + }, + "4": { + "Dice": 0.4995045777020332, + "FN": 17333, + "FP": 7923, + "IoU": 0.3328931033571938, + "TN": 130728933, + "TP": 12603, + "n_pred": 20526, + "n_ref": 29936 + }, + "5": { + "Dice": 0.0, + "FN": 31309, + "FP": 0, + "IoU": 0.0, + "TN": 130735483, + "TP": 0, + "n_pred": 0, + "n_ref": 31309 + }, + "6": { + "Dice": 0.7637956593322549, + "FN": 196112, + "FP": 509595, + "IoU": 0.6178555067357917, + "TN": 128920090, + "TP": 1140995, + "n_pred": 1650590, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.13252546136041665, + "FN": 410426, + "FP": 49437, + "IoU": 0.07096507000141417, + "TN": 130271802, + "TP": 35127, + "n_pred": 84564, + "n_ref": 445553 + }, + "8": { + "Dice": 0.26818981835087835, + "FN": 193876, + "FP": 4457, + "IoU": 0.15486097794822626, + "TN": 130532117, + "TP": 36342, + "n_pred": 40799, + "n_ref": 230218 + }, + "9": { + "Dice": 0.13829160792990847, + "FN": 94279, + "FP": 2303, + "IoU": 0.07428209945175018, + "TN": 130662460, + "TP": 7750, + "n_pred": 10053, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.38769648654173294, + "FN": 144893, + "FP": 31838, + "IoU": 0.24046123034871628, + "TN": 72003326, + "TP": 55951, + "n_pred": 87789, + "n_ref": 200844 + }, + "10": { + "Dice": 0.0008359262527283704, + "FN": 62636, + "FP": 1909, + "IoU": 0.00041813789258502137, + "TN": 72171436, + "TP": 27, + "n_pred": 1936, + "n_ref": 62663 + }, + "11": { + "Dice": 0.0, + "FN": 2687, + "FP": 0, + "IoU": 0.0, + "TN": 72233321, + "TP": 0, + "n_pred": 0, + "n_ref": 2687 + }, + "12": { + "Dice": 0.0, + "FN": 4071, + "FP": 0, + "IoU": 0.0, + "TN": 72231937, + "TP": 0, + "n_pred": 0, + "n_ref": 4071 + }, + "13": { + "Dice": 0.0031455006588548677, + "FN": 70327, + "FP": 28, + "IoU": 0.0015752277694207136, + "TN": 72165542, + "TP": 111, + "n_pred": 139, + "n_ref": 70438 + }, + "14": { + "Dice": 0.004859977462522097, + "FN": 72480, + "FP": 486521, + "IoU": 0.002435907960154613, + "TN": 71675642, + "TP": 1365, + "n_pred": 487886, + "n_ref": 73845 + }, + "15": { + "Dice": 0.0, + "FN": 28316, + "FP": 49251, + "IoU": 0.0, + "TN": 72158441, + "TP": 0, + "n_pred": 49251, + "n_ref": 28316 + }, + "2": { + "Dice": 0.0, + "FN": 127295, + "FP": 0, + "IoU": 0.0, + "TN": 72108713, + "TP": 0, + "n_pred": 0, + "n_ref": 127295 + }, + "3": { + "Dice": 0.3932568932568933, + "FN": 119269, + "FP": 31861, + "IoU": 0.24475405657972985, + "TN": 72035901, + "TP": 48977, + "n_pred": 80838, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 11968, + "IoU": 0.0, + "TN": 72224040, + "TP": 0, + "n_pred": 11968, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 8227, + "FP": 0, + "IoU": 0.0, + "TN": 72227781, + "TP": 0, + "n_pred": 0, + "n_ref": 8227 + }, + "6": { + "Dice": 0.5934733286629077, + "FN": 197888, + "FP": 1602156, + "IoU": 0.42194246348612197, + "TN": 69122055, + "TP": 1313909, + "n_pred": 2916065, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.09534305964878097, + "FN": 315774, + "FP": 129936, + "IoU": 0.050057864820107545, + "TN": 71766811, + "TP": 23487, + "n_pred": 153423, + "n_ref": 339261 + }, + "8": { + "Dice": 0.014271271373939545, + "FN": 67092, + "FP": 183, + "IoU": 0.007186918922109737, + "TN": 72168246, + "TP": 487, + "n_pred": 670, + "n_ref": 67579 + }, + "9": { + "Dice": 0.0, + "FN": 49620, + "FP": 9477, + "IoU": 0.0, + "TN": 72176911, + "TP": 0, + "n_pred": 9477, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.004396711182560358, + "FN": 88538, + "FP": 117072, + "IoU": 0.0022031990061340168, + "TN": 52347056, + "TP": 454, + "n_pred": 117526, + "n_ref": 88992 + }, + "10": { + "Dice": 0.0, + "FN": 47184, + "FP": 0, + "IoU": 0.0, + "TN": 52505936, + "TP": 0, + "n_pred": 0, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0, + "FN": 2042, + "FP": 0, + "IoU": 0.0, + "TN": 52551078, + "TP": 0, + "n_pred": 0, + "n_ref": 2042 + }, + "12": { + "Dice": 0.0, + "FN": 4066, + "FP": 0, + "IoU": 0.0, + "TN": 52549054, + "TP": 0, + "n_pred": 0, + "n_ref": 4066 + }, + "13": { + "Dice": 0.0, + "FN": 21615, + "FP": 0, + "IoU": 0.0, + "TN": 52531505, + "TP": 0, + "n_pred": 0, + "n_ref": 21615 + }, + "14": { + "Dice": 0.0, + "FN": 55837, + "FP": 33942, + "IoU": 0.0, + "TN": 52463341, + "TP": 0, + "n_pred": 33942, + "n_ref": 55837 + }, + "15": { + "Dice": 0.1444910897875257, + "FN": 21896, + "FP": 18046, + "IoU": 0.07787140713378737, + "TN": 52509805, + "TP": 3373, + "n_pred": 21419, + "n_ref": 25269 + }, + "2": { + "Dice": 0.0, + "FN": 135076, + "FP": 0, + "IoU": 0.0, + "TN": 52418044, + "TP": 0, + "n_pred": 0, + "n_ref": 135076 + }, + "3": { + "Dice": 0.3187727614901019, + "FN": 111757, + "FP": 22175, + "IoU": 0.18960718348379602, + "TN": 52387852, + "TP": 31336, + "n_pred": 53511, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 0, + "IoU": 0.0, + "TN": 52551240, + "TP": 0, + "n_pred": 0, + "n_ref": 1880 + }, + "5": { + "Dice": 0.0, + "FN": 6282, + "FP": 0, + "IoU": 0.0, + "TN": 52546838, + "TP": 0, + "n_pred": 0, + "n_ref": 6282 + }, + "6": { + "Dice": 0.706705461417773, + "FN": 238837, + "FP": 204390, + "IoU": 0.546438139445403, + "TN": 51575906, + "TP": 533987, + "n_pred": 738377, + "n_ref": 772824 + }, + "7": { + "Dice": 0.00021432617381852696, + "FN": 193043, + "FP": 2878, + "IoU": 0.00010717457206724439, + "TN": 52357178, + "TP": 21, + "n_pred": 2899, + "n_ref": 193064 + }, + "8": { + "Dice": 0.01341475623185504, + "FN": 59130, + "FP": 0, + "IoU": 0.006752670832493449, + "TN": 52493588, + "TP": 402, + "n_pred": 402, + "n_ref": 59532 + }, + "9": { + "Dice": 0.008831111165928685, + "FN": 77732, + "FP": 2629, + "IoU": 0.004435139186560785, + "TN": 52472401, + "TP": 358, + "n_pred": 2987, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.27020390068714056, + "FN": 238476, + "FP": 54551, + "IoU": 0.15620563648772004, + "TN": 143789977, + "TP": 54246, + "n_pred": 108797, + "n_ref": 292722 + }, + "10": { + "Dice": 0.12791722121206442, + "FN": 91455, + "FP": 1591, + "IoU": 0.06832882747571843, + "TN": 144037380, + "TP": 6824, + "n_pred": 8415, + "n_ref": 98279 + }, + "11": { + "Dice": 0.0, + "FN": 6619, + "FP": 0, + "IoU": 0.0, + "TN": 144130631, + "TP": 0, + "n_pred": 0, + "n_ref": 6619 + }, + "12": { + "Dice": 0.0, + "FN": 5646, + "FP": 0, + "IoU": 0.0, + "TN": 144131604, + "TP": 0, + "n_pred": 0, + "n_ref": 5646 + }, + "13": { + "Dice": 0.0, + "FN": 104301, + "FP": 0, + "IoU": 0.0, + "TN": 144032949, + "TP": 0, + "n_pred": 0, + "n_ref": 104301 + }, + "14": { + "Dice": 0.6996656784204882, + "FN": 188256, + "FP": 2192, + "IoU": 0.5380659933443936, + "TN": 143724966, + "TP": 221836, + "n_pred": 224028, + "n_ref": 410092 + }, + "15": { + "Dice": 0.015584415584415584, + "FN": 22339, + "FP": 18972, + "IoU": 0.007853403141361256, + "TN": 144095612, + "TP": 327, + "n_pred": 19299, + "n_ref": 22666 + }, + "2": { + "Dice": 0.0, + "FN": 138037, + "FP": 0, + "IoU": 0.0, + "TN": 143999213, + "TP": 0, + "n_pred": 0, + "n_ref": 138037 + }, + "3": { + "Dice": 0.5979769262463948, + "FN": 29068, + "FP": 166074, + "IoU": 0.4265100464041896, + "TN": 143796979, + "TP": 145129, + "n_pred": 311203, + "n_ref": 174197 + }, + "4": { + "Dice": 0.7194355569914437, + "FN": 16654, + "FP": 10267, + "IoU": 0.5618112863583834, + "TN": 144075813, + "TP": 34516, + "n_pred": 44783, + "n_ref": 51170 + }, + "5": { + "Dice": 0.0, + "FN": 32132, + "FP": 0, + "IoU": 0.0, + "TN": 144105118, + "TP": 0, + "n_pred": 0, + "n_ref": 32132 + }, + "6": { + "Dice": 0.6676726987084715, + "FN": 125270, + "FP": 1102474, + "IoU": 0.5011326406516209, + "TN": 141676187, + "TP": 1233319, + "n_pred": 2335793, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.15045903439888056, + "FN": 224814, + "FP": 48999, + "IoU": 0.08134939273971684, + "TN": 143839190, + "TP": 24247, + "n_pred": 73246, + "n_ref": 249061 + }, + "8": { + "Dice": 0.3204923737168706, + "FN": 184907, + "FP": 2561, + "IoU": 0.19082519704072032, + "TN": 143905572, + "TP": 44210, + "n_pred": 46771, + "n_ref": 229117 + }, + "9": { + "Dice": 0.10585568112269088, + "FN": 88320, + "FP": 15407, + "IoU": 0.055885752773808334, + "TN": 144027383, + "TP": 6140, + "n_pred": 21547, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.22356658735579557, + "FN": 184226, + "FP": 22664, + "IoU": 0.12585137487535702, + "TN": 111542244, + "TP": 29786, + "n_pred": 52450, + "n_ref": 214012 + }, + "10": { + "Dice": 0.0, + "FN": 46002, + "FP": 0, + "IoU": 0.0, + "TN": 111732918, + "TP": 0, + "n_pred": 0, + "n_ref": 46002 + }, + "11": { + "Dice": 0.0, + "FN": 3795, + "FP": 0, + "IoU": 0.0, + "TN": 111775125, + "TP": 0, + "n_pred": 0, + "n_ref": 3795 + }, + "12": { + "Dice": 0.0, + "FN": 4660, + "FP": 0, + "IoU": 0.0, + "TN": 111774260, + "TP": 0, + "n_pred": 0, + "n_ref": 4660 + }, + "13": { + "Dice": 0.0, + "FN": 52943, + "FP": 0, + "IoU": 0.0, + "TN": 111725977, + "TP": 0, + "n_pred": 0, + "n_ref": 52943 + }, + "14": { + "Dice": 0.13461372942001007, + "FN": 81028, + "FP": 59734, + "IoU": 0.07216399709972975, + "TN": 111627210, + "TP": 10948, + "n_pred": 70682, + "n_ref": 91976 + }, + "15": { + "Dice": 0.0672740014015417, + "FN": 9340, + "FP": 29259, + "IoU": 0.03480783176214648, + "TN": 111738929, + "TP": 1392, + "n_pred": 30651, + "n_ref": 10732 + }, + "2": { + "Dice": 0.0, + "FN": 206309, + "FP": 57, + "IoU": 0.0, + "TN": 111572554, + "TP": 0, + "n_pred": 57, + "n_ref": 206309 + }, + "3": { + "Dice": 0.04919055625145862, + "FN": 58275, + "FP": 141356, + "IoU": 0.025215459361800825, + "TN": 111574125, + "TP": 5164, + "n_pred": 146520, + "n_ref": 63439 + }, + "4": { + "Dice": 0.7836182994454713, + "FN": 5113, + "FP": 2379, + "IoU": 0.6442207237154526, + "TN": 111757862, + "TP": 13566, + "n_pred": 15945, + "n_ref": 18679 + }, + "5": { + "Dice": 0.0, + "FN": 26416, + "FP": 0, + "IoU": 0.0, + "TN": 111752504, + "TP": 0, + "n_pred": 0, + "n_ref": 26416 + }, + "6": { + "Dice": 0.7897572496159129, + "FN": 371674, + "FP": 87854, + "IoU": 0.6525610249392302, + "TN": 110456305, + "TP": 863087, + "n_pred": 950941, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.0005517095438193416, + "FN": 238319, + "FP": 26167, + "IoU": 0.00027593088876205307, + "TN": 111514361, + "TP": 73, + "n_pred": 26240, + "n_ref": 238392 + }, + "8": { + "Dice": 0.1852925775625082, + "FN": 248937, + "FP": 5, + "IoU": 0.10210603388265507, + "TN": 111501669, + "TP": 28309, + "n_pred": 28314, + "n_ref": 277246 + }, + "9": { + "Dice": 0.02479971796399178, + "FN": 79319, + "FP": 900, + "IoU": 0.012555545981609817, + "TN": 111697681, + "TP": 1020, + "n_pred": 1920, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.12050640512409928, + "FN": 153363, + "FP": 22395, + "IoU": 0.0641164223451669, + "TN": 198900076, + "TP": 12041, + "n_pred": 34436, + "n_ref": 165404 + }, + "10": { + "Dice": 0.0, + "FN": 63127, + "FP": 0, + "IoU": 0.0, + "TN": 199024748, + "TP": 0, + "n_pred": 0, + "n_ref": 63127 + }, + "11": { + "Dice": 0.0, + "FN": 4435, + "FP": 0, + "IoU": 0.0, + "TN": 199083440, + "TP": 0, + "n_pred": 0, + "n_ref": 4435 + }, + "12": { + "Dice": 0.0, + "FN": 3335, + "FP": 0, + "IoU": 0.0, + "TN": 199084540, + "TP": 0, + "n_pred": 0, + "n_ref": 3335 + }, + "13": { + "Dice": 0.0, + "FN": 35594, + "FP": 7, + "IoU": 0.0, + "TN": 199052274, + "TP": 0, + "n_pred": 7, + "n_ref": 35594 + }, + "14": { + "Dice": 0.0, + "FN": 46948, + "FP": 36203, + "IoU": 0.0, + "TN": 199004724, + "TP": 0, + "n_pred": 36203, + "n_ref": 46948 + }, + "15": { + "Dice": 0.3114599724178154, + "FN": 112933, + "FP": 400, + "IoU": 0.1844551904782465, + "TN": 198948909, + "TP": 25633, + "n_pred": 26033, + "n_ref": 138566 + }, + "2": { + "Dice": 0.0, + "FN": 129578, + "FP": 0, + "IoU": 0.0, + "TN": 198958297, + "TP": 0, + "n_pred": 0, + "n_ref": 129578 + }, + "3": { + "Dice": 0.6114929195211101, + "FN": 27077, + "FP": 114927, + "IoU": 0.44039596781185225, + "TN": 198834117, + "TP": 111754, + "n_pred": 226681, + "n_ref": 138831 + }, + "4": { + "Dice": 0.06250591016548464, + "FN": 16459, + "FP": 3369, + "IoU": 0.03226121333398409, + "TN": 199067386, + "TP": 661, + "n_pred": 4030, + "n_ref": 17120 + }, + "5": { + "Dice": 0.0, + "FN": 20068, + "FP": 0, + "IoU": 0.0, + "TN": 199067807, + "TP": 0, + "n_pred": 0, + "n_ref": 20068 + }, + "6": { + "Dice": 0.36038087165435956, + "FN": 217948, + "FP": 3108319, + "IoU": 0.21979547897686477, + "TN": 194824548, + "TP": 937060, + "n_pred": 4045379, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.17750241927410654, + "FN": 140218, + "FP": 7672, + "IoU": 0.0973951467213515, + "TN": 198924027, + "TP": 15958, + "n_pred": 23630, + "n_ref": 156176 + }, + "8": { + "Dice": 0.07873057099955359, + "FN": 113505, + "FP": 0, + "IoU": 0.040978412403362766, + "TN": 198969520, + "TP": 4850, + "n_pred": 4850, + "n_ref": 118355 + }, + "9": { + "Dice": 0.010176140078263424, + "FN": 102862, + "FP": 1605, + "IoU": 0.005114090891775552, + "TN": 198982871, + "TP": 537, + "n_pred": 2142, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3808850174891238, + "FN": 125410, + "FP": 66281, + "IoU": 0.23524272309459976, + "TN": 130824536, + "TP": 58965, + "n_pred": 125246, + "n_ref": 184375 + }, + "10": { + "Dice": 0.27886667160994255, + "FN": 65797, + "FP": 21732, + "IoU": 0.16202502560960433, + "TN": 130970739, + "TP": 16924, + "n_pred": 38656, + "n_ref": 82721 + }, + "11": { + "Dice": 0.0, + "FN": 4071, + "FP": 0, + "IoU": 0.0, + "TN": 131071121, + "TP": 0, + "n_pred": 0, + "n_ref": 4071 + }, + "12": { + "Dice": 0.0, + "FN": 4635, + "FP": 0, + "IoU": 0.0, + "TN": 131070557, + "TP": 0, + "n_pred": 0, + "n_ref": 4635 + }, + "13": { + "Dice": 0.0, + "FN": 90158, + "FP": 911, + "IoU": 0.0, + "TN": 130984123, + "TP": 0, + "n_pred": 911, + "n_ref": 90158 + }, + "14": { + "Dice": 0.006370948474954209, + "FN": 56213, + "FP": 68557, + "IoU": 0.003195653910681473, + "TN": 130950022, + "TP": 400, + "n_pred": 68957, + "n_ref": 56613 + }, + "15": { + "Dice": 0.4000872790748418, + "FN": 18411, + "FP": 9083, + "IoU": 0.2500681904969723, + "TN": 131038530, + "TP": 9168, + "n_pred": 18251, + "n_ref": 27579 + }, + "2": { + "Dice": 0.02355189740744166, + "FN": 158346, + "FP": 29, + "IoU": 0.011916274136694013, + "TN": 130914907, + "TP": 1910, + "n_pred": 1939, + "n_ref": 160256 + }, + "3": { + "Dice": 0.48627502332509454, + "FN": 115800, + "FP": 41125, + "IoU": 0.3212439715391769, + "TN": 130843997, + "TP": 74270, + "n_pred": 115395, + "n_ref": 190070 + }, + "4": { + "Dice": 0.6730285234899329, + "FN": 34572, + "FP": 2844, + "IoU": 0.5071914019282441, + "TN": 130999268, + "TP": 38508, + "n_pred": 41352, + "n_ref": 73080 + }, + "5": { + "Dice": 0.0, + "FN": 14699, + "FP": 0, + "IoU": 0.0, + "TN": 131060493, + "TP": 0, + "n_pred": 0, + "n_ref": 14699 + }, + "6": { + "Dice": 0.5953802201886004, + "FN": 135020, + "FP": 1676712, + "IoU": 0.42387287203697427, + "TN": 127930518, + "TP": 1332942, + "n_pred": 3009654, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.059267041773698924, + "FN": 746935, + "FP": 212924, + "IoU": 0.03053848368085891, + "TN": 130085097, + "TP": 30236, + "n_pred": 243160, + "n_ref": 777171 + }, + "8": { + "Dice": 0.22986183567816154, + "FN": 110893, + "FP": 4992, + "IoU": 0.12985530751845262, + "TN": 130942013, + "TP": 17294, + "n_pred": 22286, + "n_ref": 128187 + }, + "9": { + "Dice": 0.1304343613444564, + "FN": 58812, + "FP": 30935, + "IoU": 0.0697672008126205, + "TN": 130978714, + "TP": 6731, + "n_pred": 37666, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.18209797000765682, + "FN": 191161, + "FP": 27820, + "IoU": 0.10016929790678752, + "TN": 101373842, + "TP": 24377, + "n_pred": 52197, + "n_ref": 215538 + }, + "10": { + "Dice": 0.08376068376068375, + "FN": 42491, + "FP": 30405, + "IoU": 0.043710972346119537, + "TN": 101540972, + "TP": 3332, + "n_pred": 33737, + "n_ref": 45823 + }, + "11": { + "Dice": 0.0, + "FN": 4959, + "FP": 0, + "IoU": 0.0, + "TN": 101612241, + "TP": 0, + "n_pred": 0, + "n_ref": 4959 + }, + "12": { + "Dice": 0.0, + "FN": 5490, + "FP": 0, + "IoU": 0.0, + "TN": 101611710, + "TP": 0, + "n_pred": 0, + "n_ref": 5490 + }, + "13": { + "Dice": 0.0, + "FN": 60084, + "FP": 0, + "IoU": 0.0, + "TN": 101557116, + "TP": 0, + "n_pred": 0, + "n_ref": 60084 + }, + "14": { + "Dice": 0.5877531205362561, + "FN": 30292, + "FP": 13865, + "IoU": 0.4161829840682224, + "TN": 101541565, + "TP": 31478, + "n_pred": 45343, + "n_ref": 61770 + }, + "15": { + "Dice": 0.5363171624767498, + "FN": 10343, + "FP": 29294, + "IoU": 0.3664162404092072, + "TN": 101554640, + "TP": 22923, + "n_pred": 52217, + "n_ref": 33266 + }, + "2": { + "Dice": 0.0, + "FN": 172343, + "FP": 0, + "IoU": 0.0, + "TN": 101444857, + "TP": 0, + "n_pred": 0, + "n_ref": 172343 + }, + "3": { + "Dice": 0.6581513230301809, + "FN": 24371, + "FP": 130000, + "IoU": 0.4904810313756296, + "TN": 101314226, + "TP": 148603, + "n_pred": 278603, + "n_ref": 172974 + }, + "4": { + "Dice": 0.0005006739842095128, + "FN": 16200, + "FP": 35704, + "IoU": 0.00025039967640657203, + "TN": 101565283, + "TP": 13, + "n_pred": 35717, + "n_ref": 16213 + }, + "5": { + "Dice": 0.0, + "FN": 30371, + "FP": 0, + "IoU": 0.0, + "TN": 101586829, + "TP": 0, + "n_pred": 0, + "n_ref": 30371 + }, + "6": { + "Dice": 0.7143985006916108, + "FN": 296746, + "FP": 692272, + "IoU": 0.5556920251539326, + "TN": 99391226, + "TP": 1236956, + "n_pred": 1929228, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.2581751322572276, + "FN": 359168, + "FP": 35422, + "IoU": 0.14822106231138857, + "TN": 101153946, + "TP": 68664, + "n_pred": 104086, + "n_ref": 427832 + }, + "8": { + "Dice": 0.17907886687775806, + "FN": 208671, + "FP": 4702, + "IoU": 0.09834520760967859, + "TN": 101380554, + "TP": 23273, + "n_pred": 27975, + "n_ref": 231944 + }, + "9": { + "Dice": 0.09156626506024096, + "FN": 76818, + "FP": 6122, + "IoU": 0.047979797979797977, + "TN": 101530080, + "TP": 4180, + "n_pred": 10302, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.12475015994175914, + "FN": 197452, + "FP": 919, + "IoU": 0.06652455436971784, + "TN": 118969704, + "TP": 14137, + "n_pred": 15056, + "n_ref": 211589 + }, + "10": { + "Dice": 0.013964179911740482, + "FN": 80180, + "FP": 35, + "IoU": 0.007031182303207358, + "TN": 119101429, + "TP": 568, + "n_pred": 603, + "n_ref": 80748 + }, + "11": { + "Dice": 0.0, + "FN": 4038, + "FP": 0, + "IoU": 0.0, + "TN": 119178174, + "TP": 0, + "n_pred": 0, + "n_ref": 4038 + }, + "12": { + "Dice": 0.0, + "FN": 4135, + "FP": 0, + "IoU": 0.0, + "TN": 119178077, + "TP": 0, + "n_pred": 0, + "n_ref": 4135 + }, + "13": { + "Dice": 0.0, + "FN": 33075, + "FP": 0, + "IoU": 0.0, + "TN": 119149137, + "TP": 0, + "n_pred": 0, + "n_ref": 33075 + }, + "14": { + "Dice": 0.09728260099973095, + "FN": 58997, + "FP": 68501, + "IoU": 0.05112824482019528, + "TN": 119047844, + "TP": 6870, + "n_pred": 75371, + "n_ref": 65867 + }, + "15": { + "Dice": 0.7273448540897032, + "FN": 6052, + "FP": 4945, + "IoU": 0.571517631015001, + "TN": 119156547, + "TP": 14668, + "n_pred": 19613, + "n_ref": 20720 + }, + "2": { + "Dice": 0.011203733207248507, + "FN": 192396, + "FP": 2, + "IoU": 0.005633424295046721, + "TN": 118988724, + "TP": 1090, + "n_pred": 1092, + "n_ref": 193486 + }, + "3": { + "Dice": 0.24848663245325517, + "FN": 167876, + "FP": 8287, + "IoU": 0.141869675137734, + "TN": 118976925, + "TP": 29124, + "n_pred": 37411, + "n_ref": 197000 + }, + "4": { + "Dice": 0.15755311983344558, + "FN": 38191, + "FP": 16841, + "IoU": 0.08551297816477782, + "TN": 119122034, + "TP": 5146, + "n_pred": 21987, + "n_ref": 43337 + }, + "5": { + "Dice": 0.0, + "FN": 17722, + "FP": 0, + "IoU": 0.0, + "TN": 119164490, + "TP": 0, + "n_pred": 0, + "n_ref": 17722 + }, + "6": { + "Dice": 0.751525313258785, + "FN": 204203, + "FP": 810628, + "IoU": 0.6019547863004145, + "TN": 116632675, + "TP": 1534706, + "n_pred": 2345334, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.02912169626316285, + "FN": 292525, + "FP": 47596, + "IoU": 0.0147759992121012, + "TN": 118836990, + "TP": 5101, + "n_pred": 52697, + "n_ref": 297626 + }, + "8": { + "Dice": 0.014283124886713794, + "FN": 81573, + "FP": 0, + "IoU": 0.007192931210749234, + "TN": 119100048, + "TP": 591, + "n_pred": 591, + "n_ref": 82164 + }, + "9": { + "Dice": 0.0389653191709747, + "FN": 83452, + "FP": 18607, + "IoU": 0.019869775660725262, + "TN": 119078084, + "TP": 2069, + "n_pred": 20676, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2913, + "IoU": 0.0, + "TN": 61329567, + "TP": 0, + "n_pred": 2913, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 34428, + "FP": 0, + "IoU": 0.0, + "TN": 61298052, + "TP": 0, + "n_pred": 0, + "n_ref": 34428 + }, + "11": { + "Dice": 0.0, + "FN": 3864, + "FP": 0, + "IoU": 0.0, + "TN": 61328616, + "TP": 0, + "n_pred": 0, + "n_ref": 3864 + }, + "12": { + "Dice": 0.0, + "FN": 4850, + "FP": 0, + "IoU": 0.0, + "TN": 61327630, + "TP": 0, + "n_pred": 0, + "n_ref": 4850 + }, + "13": { + "Dice": 0.0, + "FN": 52696, + "FP": 0, + "IoU": 0.0, + "TN": 61279784, + "TP": 0, + "n_pred": 0, + "n_ref": 52696 + }, + "14": { + "Dice": 0.21277302549622124, + "FN": 234708, + "FP": 30704, + "IoU": 0.11905204460966543, + "TN": 61031200, + "TP": 35868, + "n_pred": 66572, + "n_ref": 270576 + }, + "15": { + "Dice": 0.6201187820355628, + "FN": 46387, + "FP": 17128, + "IoU": 0.44940011789590484, + "TN": 61217124, + "TP": 51841, + "n_pred": 68969, + "n_ref": 98228 + }, + "2": { + "Dice": 0.0, + "FN": 160942, + "FP": 0, + "IoU": 0.0, + "TN": 61171538, + "TP": 0, + "n_pred": 0, + "n_ref": 160942 + }, + "3": { + "Dice": 0.0, + "FN": 128645, + "FP": 11275, + "IoU": 0.0, + "TN": 61192560, + "TP": 0, + "n_pred": 11275, + "n_ref": 128645 + }, + "4": { + "Dice": 0.31050141189040675, + "FN": 34052, + "FP": 2086, + "IoU": 0.18378317334839073, + "TN": 61288205, + "TP": 8137, + "n_pred": 10223, + "n_ref": 42189 + }, + "5": { + "Dice": 0.0, + "FN": 8572, + "FP": 0, + "IoU": 0.0, + "TN": 61323908, + "TP": 0, + "n_pred": 0, + "n_ref": 8572 + }, + "6": { + "Dice": 0.7426849887748688, + "FN": 162208, + "FP": 561131, + "IoU": 0.5906912604592182, + "TN": 59565259, + "TP": 1043882, + "n_pred": 1605013, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.08970136459277549, + "FN": 193292, + "FP": 28647, + "IoU": 0.046956723378307585, + "TN": 61099606, + "TP": 10935, + "n_pred": 39582, + "n_ref": 204227 + }, + "8": { + "Dice": 0.0, + "FN": 82213, + "FP": 11, + "IoU": 0.0, + "TN": 61250256, + "TP": 0, + "n_pred": 11, + "n_ref": 82213 + }, + "9": { + "Dice": 0.0004771276912983837, + "FN": 63358, + "FP": 3678, + "IoU": 0.00023862077193819722, + "TN": 61265428, + "TP": 16, + "n_pred": 3694, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5889171657063457, + "FN": 99171, + "FP": 9701, + "IoU": 0.4173512365070616, + "TN": 148920643, + "TP": 77985, + "n_pred": 87686, + "n_ref": 177156 + }, + "10": { + "Dice": 0.0, + "FN": 72802, + "FP": 447, + "IoU": 0.0, + "TN": 149034251, + "TP": 0, + "n_pred": 447, + "n_ref": 72802 + }, + "11": { + "Dice": 0.0, + "FN": 2604, + "FP": 0, + "IoU": 0.0, + "TN": 149104896, + "TP": 0, + "n_pred": 0, + "n_ref": 2604 + }, + "12": { + "Dice": 0.0, + "FN": 2097, + "FP": 0, + "IoU": 0.0, + "TN": 149105403, + "TP": 0, + "n_pred": 0, + "n_ref": 2097 + }, + "13": { + "Dice": 0.0, + "FN": 84367, + "FP": 0, + "IoU": 0.0, + "TN": 149023133, + "TP": 0, + "n_pred": 0, + "n_ref": 84367 + }, + "14": { + "Dice": 0.34637586731136333, + "FN": 62764, + "FP": 51598, + "IoU": 0.209464690593375, + "TN": 148962836, + "TP": 30302, + "n_pred": 81900, + "n_ref": 93066 + }, + "15": { + "Dice": 0.6836034988248407, + "FN": 9830, + "FP": 16286, + "IoU": 0.5192990852031144, + "TN": 149053171, + "TP": 28213, + "n_pred": 44499, + "n_ref": 38043 + }, + "2": { + "Dice": 0.0, + "FN": 157004, + "FP": 5, + "IoU": 0.0, + "TN": 148950491, + "TP": 0, + "n_pred": 5, + "n_ref": 157004 + }, + "3": { + "Dice": 0.06560975500495007, + "FN": 52763, + "FP": 155820, + "IoU": 0.03391753818791511, + "TN": 148891594, + "TP": 7323, + "n_pred": 163143, + "n_ref": 60086 + }, + "4": { + "Dice": 0.6042925398791618, + "FN": 13881, + "FP": 1772, + "IoU": 0.43296504256475277, + "TN": 149079895, + "TP": 11952, + "n_pred": 13724, + "n_ref": 25833 + }, + "5": { + "Dice": 0.0, + "FN": 33716, + "FP": 0, + "IoU": 0.0, + "TN": 149073784, + "TP": 0, + "n_pred": 0, + "n_ref": 33716 + }, + "6": { + "Dice": 0.7358546899996881, + "FN": 280417, + "FP": 312333, + "IoU": 0.5820966024859171, + "TN": 147689110, + "TP": 825640, + "n_pred": 1137973, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.014541576487563126, + "FN": 272815, + "FP": 41359, + "IoU": 0.007324039786155733, + "TN": 148791008, + "TP": 2318, + "n_pred": 43677, + "n_ref": 275133 + }, + "8": { + "Dice": 0.44356663676169306, + "FN": 162815, + "FP": 3405, + "IoU": 0.2849891599848584, + "TN": 148875028, + "TP": 66252, + "n_pred": 69657, + "n_ref": 229067 + }, + "9": { + "Dice": 0.031025240116149207, + "FN": 86098, + "FP": 664, + "IoU": 0.015757053238193555, + "TN": 149019349, + "TP": 1389, + "n_pred": 2053, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.1278658433031859, + "FN": 479717, + "FP": 3011, + "IoU": 0.0682995087963097, + "TN": 100194685, + "TP": 35387, + "n_pred": 38398, + "n_ref": 515104 + }, + "10": { + "Dice": 0.0, + "FN": 38471, + "FP": 19, + "IoU": 0.0, + "TN": 100674310, + "TP": 0, + "n_pred": 19, + "n_ref": 38471 + }, + "11": { + "Dice": 0.0, + "FN": 3481, + "FP": 0, + "IoU": 0.0, + "TN": 100709319, + "TP": 0, + "n_pred": 0, + "n_ref": 3481 + }, + "12": { + "Dice": 0.0, + "FN": 5873, + "FP": 0, + "IoU": 0.0, + "TN": 100706927, + "TP": 0, + "n_pred": 0, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0, + "FN": 39155, + "FP": 755, + "IoU": 0.0, + "TN": 100672890, + "TP": 0, + "n_pred": 755, + "n_ref": 39155 + }, + "14": { + "Dice": 0.30846513595450165, + "FN": 101393, + "FP": 134011, + "IoU": 0.18235813077879587, + "TN": 100424894, + "TP": 52502, + "n_pred": 186513, + "n_ref": 153895 + }, + "15": { + "Dice": 0.7298006156911159, + "FN": 26398, + "FP": 24597, + "IoU": 0.574555951377823, + "TN": 100592937, + "TP": 68868, + "n_pred": 93465, + "n_ref": 95266 + }, + "2": { + "Dice": 0.0, + "FN": 233156, + "FP": 0, + "IoU": 0.0, + "TN": 100479644, + "TP": 0, + "n_pred": 0, + "n_ref": 233156 + }, + "3": { + "Dice": 0.12167526796347757, + "FN": 209233, + "FP": 3167, + "IoU": 0.06477861143400612, + "TN": 100485688, + "TP": 14712, + "n_pred": 17879, + "n_ref": 223945 + }, + "4": { + "Dice": 0.0, + "FN": 57652, + "FP": 0, + "IoU": 0.0, + "TN": 100655148, + "TP": 0, + "n_pred": 0, + "n_ref": 57652 + }, + "5": { + "Dice": 0.0, + "FN": 16473, + "FP": 0, + "IoU": 0.0, + "TN": 100696327, + "TP": 0, + "n_pred": 0, + "n_ref": 16473 + }, + "6": { + "Dice": 0.4473061690184816, + "FN": 1262825, + "FP": 751854, + "IoU": 0.28808394809923465, + "TN": 97882861, + "TP": 815260, + "n_pred": 1567114, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.13014774680679767, + "FN": 157345, + "FP": 42534, + "IoU": 0.06960322484546064, + "TN": 100497968, + "TP": 14953, + "n_pred": 57487, + "n_ref": 172298 + }, + "8": { + "Dice": 0.0, + "FN": 106000, + "FP": 605, + "IoU": 0.0, + "TN": 100606195, + "TP": 0, + "n_pred": 605, + "n_ref": 106000 + }, + "9": { + "Dice": 0.00015187614500374944, + "FN": 101847, + "FP": 3486, + "IoU": 7.594383953066707e-05, + "TN": 100607459, + "TP": 8, + "n_pred": 3494, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0817878884218211, + "FN": 74361, + "FP": 3620, + "IoU": 0.04263756230510472, + "TN": 78869246, + "TP": 3473, + "n_pred": 7093, + "n_ref": 77834 + }, + "10": { + "Dice": 0.022840900439052864, + "FN": 38494, + "FP": 9, + "IoU": 0.011552383641824763, + "TN": 78911747, + "TP": 450, + "n_pred": 459, + "n_ref": 38944 + }, + "11": { + "Dice": 0.0, + "FN": 1368, + "FP": 0, + "IoU": 0.0, + "TN": 78949332, + "TP": 0, + "n_pred": 0, + "n_ref": 1368 + }, + "12": { + "Dice": 0.0, + "FN": 2560, + "FP": 0, + "IoU": 0.0, + "TN": 78948140, + "TP": 0, + "n_pred": 0, + "n_ref": 2560 + }, + "13": { + "Dice": 0.0, + "FN": 59405, + "FP": 0, + "IoU": 0.0, + "TN": 78891295, + "TP": 0, + "n_pred": 0, + "n_ref": 59405 + }, + "14": { + "Dice": 0.2588960249956605, + "FN": 18320, + "FP": 32914, + "IoU": 0.14869647574896566, + "TN": 78890517, + "TP": 8949, + "n_pred": 41863, + "n_ref": 27269 + }, + "15": { + "Dice": 0.8082192998835214, + "FN": 13670, + "FP": 7899, + "IoU": 0.6781610910501656, + "TN": 78883682, + "TP": 45449, + "n_pred": 53348, + "n_ref": 59119 + }, + "2": { + "Dice": 0.0, + "FN": 100121, + "FP": 5, + "IoU": 0.0, + "TN": 78850574, + "TP": 0, + "n_pred": 5, + "n_ref": 100121 + }, + "3": { + "Dice": 0.3188189238919693, + "FN": 58860, + "FP": 51460, + "IoU": 0.18963984809419923, + "TN": 78814563, + "TP": 25817, + "n_pred": 77277, + "n_ref": 84677 + }, + "4": { + "Dice": 0.35713372266507526, + "FN": 12939, + "FP": 2142, + "IoU": 0.21738453554748313, + "TN": 78931430, + "TP": 4189, + "n_pred": 6331, + "n_ref": 17128 + }, + "5": { + "Dice": 0.0, + "FN": 34798, + "FP": 0, + "IoU": 0.0, + "TN": 78915902, + "TP": 0, + "n_pred": 0, + "n_ref": 34798 + }, + "6": { + "Dice": 0.6597529550041026, + "FN": 335210, + "FP": 48359, + "IoU": 0.49226219708331626, + "TN": 78195253, + "TP": 371878, + "n_pred": 420237, + "n_ref": 707088 + }, + "7": { + "Dice": 0.032482124338563054, + "FN": 709195, + "FP": 788, + "IoU": 0.016509188933108557, + "TN": 78228799, + "TP": 11918, + "n_pred": 12706, + "n_ref": 721113 + }, + "8": { + "Dice": 0.11836777605082728, + "FN": 310279, + "FP": 0, + "IoU": 0.0629069669110985, + "TN": 78619592, + "TP": 20829, + "n_pred": 20829, + "n_ref": 331108 + }, + "9": { + "Dice": 0.0, + "FN": 57048, + "FP": 0, + "IoU": 0.0, + "TN": 78893652, + "TP": 0, + "n_pred": 0, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5043230153803143, + "FN": 86867, + "FP": 33698, + "IoU": 0.3371871203250155, + "TN": 104822541, + "TP": 61334, + "n_pred": 95032, + "n_ref": 148201 + }, + "10": { + "Dice": 0.21264615733908504, + "FN": 73185, + "FP": 30852, + "IoU": 0.11897261318022458, + "TN": 104886354, + "TP": 14049, + "n_pred": 44901, + "n_ref": 87234 + }, + "11": { + "Dice": 0.0, + "FN": 4331, + "FP": 0, + "IoU": 0.0, + "TN": 105000109, + "TP": 0, + "n_pred": 0, + "n_ref": 4331 + }, + "12": { + "Dice": 0.0, + "FN": 4833, + "FP": 0, + "IoU": 0.0, + "TN": 104999607, + "TP": 0, + "n_pred": 0, + "n_ref": 4833 + }, + "13": { + "Dice": 0.005275896069969651, + "FN": 77612, + "FP": 67, + "IoU": 0.002644925210245875, + "TN": 104926555, + "TP": 206, + "n_pred": 273, + "n_ref": 77818 + }, + "14": { + "Dice": 0.06190804104625041, + "FN": 67340, + "FP": 15759, + "IoU": 0.0319427779266318, + "TN": 104918599, + "TP": 2742, + "n_pred": 18501, + "n_ref": 70082 + }, + "15": { + "Dice": 0.09604321145487088, + "FN": 21355, + "FP": 35211, + "IoU": 0.05044400799046516, + "TN": 104944869, + "TP": 3005, + "n_pred": 38216, + "n_ref": 24360 + }, + "2": { + "Dice": 0.0, + "FN": 170750, + "FP": 0, + "IoU": 0.0, + "TN": 104833690, + "TP": 0, + "n_pred": 0, + "n_ref": 170750 + }, + "3": { + "Dice": 0.5638615994767433, + "FN": 24662, + "FP": 174713, + "IoU": 0.39262344024176254, + "TN": 104676184, + "TP": 128881, + "n_pred": 303594, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 42489, + "IoU": 0.0, + "TN": 104961951, + "TP": 0, + "n_pred": 42489, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 30080, + "FP": 0, + "IoU": 0.0, + "TN": 104974360, + "TP": 0, + "n_pred": 0, + "n_ref": 30080 + }, + "6": { + "Dice": 0.7264685444982425, + "FN": 126625, + "FP": 708687, + "IoU": 0.5704362788683707, + "TN": 103059881, + "TP": 1109247, + "n_pred": 1817934, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.46124800970505725, + "FN": 138841, + "FP": 74327, + "IoU": 0.2997546145280025, + "TN": 104700021, + "TP": 91251, + "n_pred": 165578, + "n_ref": 230092 + }, + "8": { + "Dice": 0.1481206373255545, + "FN": 336067, + "FP": 10285, + "IoU": 0.07998395592661164, + "TN": 104627977, + "TP": 30111, + "n_pred": 40396, + "n_ref": 366178 + }, + "9": { + "Dice": 0.2107328855007925, + "FN": 82386, + "FP": 1270, + "IoU": 0.1177760904412385, + "TN": 104909616, + "TP": 11168, + "n_pred": 12438, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.27493425045518916, + "FN": 350170, + "FP": 8230, + "IoU": 0.15937609944880968, + "TN": 177249938, + "TP": 67950, + "n_pred": 76180, + "n_ref": 418120 + }, + "10": { + "Dice": 0.020424764363649223, + "FN": 70806, + "FP": 39982, + "IoU": 0.010317750998275909, + "TN": 177564345, + "TP": 1155, + "n_pred": 41137, + "n_ref": 71961 + }, + "11": { + "Dice": 0.0, + "FN": 4743, + "FP": 0, + "IoU": 0.0, + "TN": 177671545, + "TP": 0, + "n_pred": 0, + "n_ref": 4743 + }, + "12": { + "Dice": 0.0, + "FN": 5198, + "FP": 0, + "IoU": 0.0, + "TN": 177671090, + "TP": 0, + "n_pred": 0, + "n_ref": 5198 + }, + "13": { + "Dice": 0.013532972284166932, + "FN": 76552, + "FP": 861, + "IoU": 0.0068125833932053785, + "TN": 177598344, + "TP": 531, + "n_pred": 1392, + "n_ref": 77083 + }, + "14": { + "Dice": 0.15859689754167572, + "FN": 69671, + "FP": 83, + "IoU": 0.08612828843936694, + "TN": 177599960, + "TP": 6574, + "n_pred": 6657, + "n_ref": 76245 + }, + "15": { + "Dice": 0.059332202408043364, + "FN": 22452, + "FP": 283, + "IoU": 0.03057308545113423, + "TN": 177652836, + "TP": 717, + "n_pred": 1000, + "n_ref": 23169 + }, + "2": { + "Dice": 0.0, + "FN": 214366, + "FP": 0, + "IoU": 0.0, + "TN": 177461922, + "TP": 0, + "n_pred": 0, + "n_ref": 214366 + }, + "3": { + "Dice": 0.5776685750014654, + "FN": 29658, + "FP": 229716, + "IoU": 0.40614203191218995, + "TN": 177239527, + "TP": 177387, + "n_pred": 407103, + "n_ref": 207045 + }, + "4": { + "Dice": 0.30548480989630705, + "FN": 20999, + "FP": 40085, + "IoU": 0.18027859040768673, + "TN": 177601770, + "TP": 13434, + "n_pred": 53519, + "n_ref": 34433 + }, + "5": { + "Dice": 0.0, + "FN": 31181, + "FP": 0, + "IoU": 0.0, + "TN": 177645107, + "TP": 0, + "n_pred": 0, + "n_ref": 31181 + }, + "6": { + "Dice": 0.7220934321545123, + "FN": 193619, + "FP": 1047131, + "IoU": 0.5650596454574455, + "TN": 174823598, + "TP": 1611940, + "n_pred": 2659071, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.3916714921750068, + "FN": 266052, + "FP": 51212, + "IoU": 0.24352704703635442, + "TN": 177256889, + "TP": 102135, + "n_pred": 153347, + "n_ref": 368187 + }, + "8": { + "Dice": 0.2945129575497539, + "FN": 164232, + "FP": 4469, + "IoU": 0.17268554390576418, + "TN": 177472374, + "TP": 35213, + "n_pred": 39682, + "n_ref": 199445 + }, + "9": { + "Dice": 0.23490719389105205, + "FN": 116582, + "FP": 4852, + "IoU": 0.13308489677032467, + "TN": 177536212, + "TP": 18642, + "n_pred": 23494, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5099155356893009, + "FN": 117817, + "FP": 15287, + "IoU": 0.34220579296166526, + "TN": 193803186, + "TP": 69245, + "n_pred": 84532, + "n_ref": 187062 + }, + "10": { + "Dice": 0.13230714299882967, + "FN": 80376, + "FP": 7110, + "IoU": 0.07083988274778028, + "TN": 193911379, + "TP": 6670, + "n_pred": 13780, + "n_ref": 87046 + }, + "11": { + "Dice": 0.0, + "FN": 3112, + "FP": 0, + "IoU": 0.0, + "TN": 194002423, + "TP": 0, + "n_pred": 0, + "n_ref": 3112 + }, + "12": { + "Dice": 0.0, + "FN": 3950, + "FP": 0, + "IoU": 0.0, + "TN": 194001585, + "TP": 0, + "n_pred": 0, + "n_ref": 3950 + }, + "13": { + "Dice": 0.0, + "FN": 66877, + "FP": 0, + "IoU": 0.0, + "TN": 193938658, + "TP": 0, + "n_pred": 0, + "n_ref": 66877 + }, + "14": { + "Dice": 0.48016890738038315, + "FN": 37240, + "FP": 46471, + "IoU": 0.31593570477147737, + "TN": 193883162, + "TP": 38662, + "n_pred": 85133, + "n_ref": 75902 + }, + "15": { + "Dice": 0.4994387405886379, + "FN": 2724, + "FP": 33842, + "IoU": 0.33283462268282005, + "TN": 193950727, + "TP": 18242, + "n_pred": 52084, + "n_ref": 20966 + }, + "2": { + "Dice": 0.0, + "FN": 138899, + "FP": 0, + "IoU": 0.0, + "TN": 193866636, + "TP": 0, + "n_pred": 0, + "n_ref": 138899 + }, + "3": { + "Dice": 0.4121921930212014, + "FN": 74830, + "FP": 95512, + "IoU": 0.25959829093264136, + "TN": 193775468, + "TP": 59725, + "n_pred": 155237, + "n_ref": 134555 + }, + "4": { + "Dice": 0.6038128024422721, + "FN": 11733, + "FP": 466, + "IoU": 0.4324726680623401, + "TN": 193984040, + "TP": 9296, + "n_pred": 9762, + "n_ref": 21029 + }, + "5": { + "Dice": 0.0, + "FN": 27270, + "FP": 0, + "IoU": 0.0, + "TN": 193978265, + "TP": 0, + "n_pred": 0, + "n_ref": 27270 + }, + "6": { + "Dice": 0.5460816832971325, + "FN": 388341, + "FP": 1268883, + "IoU": 0.37559309695988474, + "TN": 191351458, + "TP": 996853, + "n_pred": 2265736, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.08740168393333564, + "FN": 306837, + "FP": 9225, + "IoU": 0.045697877698167556, + "TN": 193674338, + "TP": 15135, + "n_pred": 24360, + "n_ref": 321972 + }, + "8": { + "Dice": 0.21118904945669484, + "FN": 212890, + "FP": 100, + "IoU": 0.11806113406928306, + "TN": 193764033, + "TP": 28512, + "n_pred": 28612, + "n_ref": 241402 + }, + "9": { + "Dice": 0.09872593049478615, + "FN": 93295, + "FP": 223, + "IoU": 0.05192619626926196, + "TN": 193906895, + "TP": 5122, + "n_pred": 5345, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.592707933852985, + "FN": 50314, + "FP": 37835, + "IoU": 0.42116910065139734, + "TN": 99503512, + "TP": 64139, + "n_pred": 101974, + "n_ref": 114453 + }, + "10": { + "Dice": 0.04735001345170837, + "FN": 69925, + "FP": 895, + "IoU": 0.02424910443648388, + "TN": 99583220, + "TP": 1760, + "n_pred": 2655, + "n_ref": 71685 + }, + "11": { + "Dice": 0.0, + "FN": 3642, + "FP": 0, + "IoU": 0.0, + "TN": 99652158, + "TP": 0, + "n_pred": 0, + "n_ref": 3642 + }, + "12": { + "Dice": 0.0, + "FN": 3568, + "FP": 0, + "IoU": 0.0, + "TN": 99652232, + "TP": 0, + "n_pred": 0, + "n_ref": 3568 + }, + "13": { + "Dice": 0.0, + "FN": 45431, + "FP": 0, + "IoU": 0.0, + "TN": 99610369, + "TP": 0, + "n_pred": 0, + "n_ref": 45431 + }, + "14": { + "Dice": 0.013832714039875921, + "FN": 53509, + "FP": 36462, + "IoU": 0.006964526169400234, + "TN": 99565198, + "TP": 631, + "n_pred": 37093, + "n_ref": 54140 + }, + "15": { + "Dice": 0.07913910669178092, + "FN": 35237, + "FP": 27830, + "IoU": 0.041199811484257415, + "TN": 99590023, + "TP": 2710, + "n_pred": 30540, + "n_ref": 37947 + }, + "2": { + "Dice": 0.0, + "FN": 114752, + "FP": 425, + "IoU": 0.0, + "TN": 99540623, + "TP": 0, + "n_pred": 425, + "n_ref": 114752 + }, + "3": { + "Dice": 0.008454816272879195, + "FN": 123169, + "FP": 26944, + "IoU": 0.004245354984643755, + "TN": 99505047, + "TP": 640, + "n_pred": 27584, + "n_ref": 123809 + }, + "4": { + "Dice": 0.14195250659630607, + "FN": 15947, + "FP": 19825, + "IoU": 0.07639875035501278, + "TN": 99617069, + "TP": 2959, + "n_pred": 22784, + "n_ref": 18906 + }, + "5": { + "Dice": 0.0, + "FN": 6966, + "FP": 0, + "IoU": 0.0, + "TN": 99648834, + "TP": 0, + "n_pred": 0, + "n_ref": 6966 + }, + "6": { + "Dice": 0.8370146003274528, + "FN": 176495, + "FP": 282120, + "IoU": 0.7197120450206206, + "TN": 98019572, + "TP": 1177613, + "n_pred": 1459733, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.037178468981073506, + "FN": 161847, + "FP": 103652, + "IoU": 0.01894133949191686, + "TN": 99385175, + "TP": 5126, + "n_pred": 108778, + "n_ref": 166973 + }, + "8": { + "Dice": 0.17300339467571912, + "FN": 91239, + "FP": 1335, + "IoU": 0.09469278386809706, + "TN": 99553543, + "TP": 9683, + "n_pred": 11018, + "n_ref": 100922 + }, + "9": { + "Dice": 0.03525650484481826, + "FN": 93742, + "FP": 4329, + "IoU": 0.01794458408018986, + "TN": 99555937, + "TP": 1792, + "n_pred": 6121, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.36240300786894675, + "FN": 341084, + "FP": 31316, + "IoU": 0.22130170585947465, + "TN": 62605286, + "TP": 105834, + "n_pred": 137150, + "n_ref": 446918 + }, + "10": { + "Dice": 0.04005894231294002, + "FN": 69377, + "FP": 979, + "IoU": 0.020438850523501893, + "TN": 63011696, + "TP": 1468, + "n_pred": 2447, + "n_ref": 70845 + }, + "11": { + "Dice": 0.0, + "FN": 3545, + "FP": 0, + "IoU": 0.0, + "TN": 63079975, + "TP": 0, + "n_pred": 0, + "n_ref": 3545 + }, + "12": { + "Dice": 0.0, + "FN": 3502, + "FP": 0, + "IoU": 0.0, + "TN": 63080018, + "TP": 0, + "n_pred": 0, + "n_ref": 3502 + }, + "13": { + "Dice": 0.0, + "FN": 45655, + "FP": 0, + "IoU": 0.0, + "TN": 63037865, + "TP": 0, + "n_pred": 0, + "n_ref": 45655 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 11416, + "IoU": 0.0, + "TN": 63072104, + "TP": 0, + "n_pred": 11416, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 123972, + "FP": 0, + "IoU": 0.0, + "TN": 62959548, + "TP": 0, + "n_pred": 0, + "n_ref": 123972 + }, + "3": { + "Dice": 0.6014426341920127, + "FN": 36370, + "FP": 84526, + "IoU": 0.4300450227470947, + "TN": 62871405, + "TP": 91219, + "n_pred": 175745, + "n_ref": 127589 + }, + "4": { + "Dice": 0.0, + "FN": 18029, + "FP": 0, + "IoU": 0.0, + "TN": 63065491, + "TP": 0, + "n_pred": 0, + "n_ref": 18029 + }, + "5": { + "Dice": 0.0, + "FN": 16954, + "FP": 0, + "IoU": 0.0, + "TN": 63066566, + "TP": 0, + "n_pred": 0, + "n_ref": 16954 + }, + "6": { + "Dice": 0.6012121595746365, + "FN": 464802, + "FP": 417219, + "IoU": 0.4298093979654636, + "TN": 61536632, + "TP": 664867, + "n_pred": 1082086, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.25980673007142585, + "FN": 129449, + "FP": 25583, + "IoU": 0.14929762949956102, + "TN": 62901280, + "TP": 27208, + "n_pred": 52791, + "n_ref": 156657 + }, + "8": { + "Dice": 0.39984564151671503, + "FN": 83982, + "FP": 0, + "IoU": 0.24987941906786473, + "TN": 62971562, + "TP": 27976, + "n_pred": 27976, + "n_ref": 111958 + }, + "9": { + "Dice": 0.3189771460968505, + "FN": 34731, + "FP": 104, + "IoU": 0.1897518200637313, + "TN": 63040527, + "TP": 8158, + "n_pred": 8262, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5192827554807579, + "FN": 184748, + "FP": 51762, + "IoU": 0.35069677036776736, + "TN": 109244566, + "TP": 127742, + "n_pred": 179504, + "n_ref": 312490 + }, + "10": { + "Dice": 0.024157370496290582, + "FN": 86816, + "FP": 3023, + "IoU": 0.01222636364635903, + "TN": 109517867, + "TP": 1112, + "n_pred": 4135, + "n_ref": 87928 + }, + "11": { + "Dice": 0.0, + "FN": 4466, + "FP": 0, + "IoU": 0.0, + "TN": 109604352, + "TP": 0, + "n_pred": 0, + "n_ref": 4466 + }, + "12": { + "Dice": 0.0, + "FN": 4081, + "FP": 0, + "IoU": 0.0, + "TN": 109604737, + "TP": 0, + "n_pred": 0, + "n_ref": 4081 + }, + "13": { + "Dice": 0.0, + "FN": 80779, + "FP": 31, + "IoU": 0.0, + "TN": 109528008, + "TP": 0, + "n_pred": 31, + "n_ref": 80779 + }, + "14": { + "Dice": 0.15659730637399163, + "FN": 87870, + "FP": 9570, + "IoU": 0.08495013428995361, + "TN": 109502332, + "TP": 9046, + "n_pred": 18616, + "n_ref": 96916 + }, + "15": { + "Dice": 0.6846513110068811, + "FN": 34789, + "FP": 28545, + "IoU": 0.5205093651106097, + "TN": 109476732, + "TP": 68752, + "n_pred": 97297, + "n_ref": 103541 + }, + "2": { + "Dice": 0.0, + "FN": 214061, + "FP": 46, + "IoU": 0.0, + "TN": 109394711, + "TP": 0, + "n_pred": 46, + "n_ref": 214061 + }, + "3": { + "Dice": 0.18844687468646534, + "FN": 215635, + "FP": 43205, + "IoU": 0.10402503357656148, + "TN": 109319926, + "TP": 30052, + "n_pred": 73257, + "n_ref": 245687 + }, + "4": { + "Dice": 0.03252464996105401, + "FN": 49434, + "FP": 1491, + "IoU": 0.016531160078020895, + "TN": 109557037, + "TP": 856, + "n_pred": 2347, + "n_ref": 50290 + }, + "5": { + "Dice": 0.0, + "FN": 10552, + "FP": 0, + "IoU": 0.0, + "TN": 109598266, + "TP": 0, + "n_pred": 0, + "n_ref": 10552 + }, + "6": { + "Dice": 0.6135387336473829, + "FN": 177204, + "FP": 1174869, + "IoU": 0.44252136611174697, + "TN": 107183482, + "TP": 1073263, + "n_pred": 2248132, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.06663474820687744, + "FN": 1154336, + "FP": 67987, + "IoU": 0.034465680059717764, + "TN": 108342863, + "TP": 43632, + "n_pred": 111619, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.0, + "FN": 89418, + "FP": 1585, + "IoU": 0.0, + "TN": 109517815, + "TP": 0, + "n_pred": 1585, + "n_ref": 89418 + }, + "9": { + "Dice": 0.028790503430957848, + "FN": 54129, + "FP": 18196, + "IoU": 0.014605501587258336, + "TN": 109535421, + "TP": 1072, + "n_pred": 19268, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3877147199678816, + "FN": 31736, + "FP": 53668, + "IoU": 0.2404752587954893, + "TN": 66954908, + "TP": 27040, + "n_pred": 80708, + "n_ref": 58776 + }, + "10": { + "Dice": 0.0, + "FN": 78796, + "FP": 5, + "IoU": 0.0, + "TN": 66988551, + "TP": 0, + "n_pred": 5, + "n_ref": 78796 + }, + "11": { + "Dice": 0.0, + "FN": 3126, + "FP": 0, + "IoU": 0.0, + "TN": 67064226, + "TP": 0, + "n_pred": 0, + "n_ref": 3126 + }, + "12": { + "Dice": 0.0, + "FN": 3311, + "FP": 0, + "IoU": 0.0, + "TN": 67064041, + "TP": 0, + "n_pred": 0, + "n_ref": 3311 + }, + "13": { + "Dice": 0.0, + "FN": 38211, + "FP": 0, + "IoU": 0.0, + "TN": 67029141, + "TP": 0, + "n_pred": 0, + "n_ref": 38211 + }, + "14": { + "Dice": 0.011041155808867387, + "FN": 74643, + "FP": 74581, + "IoU": 0.005551223868263394, + "TN": 66917295, + "TP": 833, + "n_pred": 75414, + "n_ref": 75476 + }, + "15": { + "Dice": 0.0, + "FN": 31362, + "FP": 52475, + "IoU": 0.0, + "TN": 66983515, + "TP": 0, + "n_pred": 52475, + "n_ref": 31362 + }, + "2": { + "Dice": 0.001231788351388157, + "FN": 145948, + "FP": 1, + "IoU": 0.0006162737350981587, + "TN": 66921313, + "TP": 90, + "n_pred": 91, + "n_ref": 146038 + }, + "3": { + "Dice": 0.6919624330791395, + "FN": 42817, + "FP": 61844, + "IoU": 0.529008073298712, + "TN": 66845138, + "TP": 117553, + "n_pred": 179397, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 263, + "IoU": 0.0, + "TN": 67054050, + "TP": 0, + "n_pred": 263, + "n_ref": 13039 + }, + "5": { + "Dice": 0.0, + "FN": 8921, + "FP": 0, + "IoU": 0.0, + "TN": 67058431, + "TP": 0, + "n_pred": 0, + "n_ref": 8921 + }, + "6": { + "Dice": 0.7803208773455149, + "FN": 288713, + "FP": 156742, + "IoU": 0.6397755465775624, + "TN": 65830748, + "TP": 791149, + "n_pred": 947891, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.02019288304814772, + "FN": 348016, + "FP": 763, + "IoU": 0.010199419365274865, + "TN": 66714979, + "TP": 3594, + "n_pred": 4357, + "n_ref": 351610 + }, + "8": { + "Dice": 0.010981311095029693, + "FN": 85236, + "FP": 865, + "IoU": 0.0055209692881645666, + "TN": 66980773, + "TP": 478, + "n_pred": 1343, + "n_ref": 85714 + }, + "9": { + "Dice": 0.010956357989214835, + "FN": 76896, + "FP": 3987, + "IoU": 0.005508354747882111, + "TN": 66986021, + "TP": 448, + "n_pred": 4435, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4911677147242353, + "FN": 119254, + "FP": 7057, + "IoU": 0.32552837019554237, + "TN": 74332006, + "TP": 60963, + "n_pred": 68020, + "n_ref": 180217 + }, + "10": { + "Dice": 0.0, + "FN": 56149, + "FP": 3767, + "IoU": 0.0, + "TN": 74459364, + "TP": 0, + "n_pred": 3767, + "n_ref": 56149 + }, + "11": { + "Dice": 0.0, + "FN": 3387, + "FP": 0, + "IoU": 0.0, + "TN": 74515893, + "TP": 0, + "n_pred": 0, + "n_ref": 3387 + }, + "12": { + "Dice": 0.0, + "FN": 2201, + "FP": 0, + "IoU": 0.0, + "TN": 74517079, + "TP": 0, + "n_pred": 0, + "n_ref": 2201 + }, + "13": { + "Dice": 0.0, + "FN": 42890, + "FP": 2, + "IoU": 0.0, + "TN": 74476388, + "TP": 0, + "n_pred": 2, + "n_ref": 42890 + }, + "14": { + "Dice": 0.3479454741590664, + "FN": 19507, + "FP": 27036, + "IoU": 0.2106137955597768, + "TN": 74460319, + "TP": 12418, + "n_pred": 39454, + "n_ref": 31925 + }, + "15": { + "Dice": 0.5696047715582958, + "FN": 13360, + "FP": 12329, + "IoU": 0.39821495502248877, + "TN": 74476592, + "TP": 16999, + "n_pred": 29328, + "n_ref": 30359 + }, + "2": { + "Dice": 0.0, + "FN": 140908, + "FP": 0, + "IoU": 0.0, + "TN": 74378372, + "TP": 0, + "n_pred": 0, + "n_ref": 140908 + }, + "3": { + "Dice": 0.39923759772691175, + "FN": 76464, + "FP": 161823, + "IoU": 0.24940465690597988, + "TN": 74201816, + "TP": 79177, + "n_pred": 241000, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0, + "FN": 13278, + "FP": 178, + "IoU": 0.0, + "TN": 74505824, + "TP": 0, + "n_pred": 178, + "n_ref": 13278 + }, + "5": { + "Dice": 0.0, + "FN": 10154, + "FP": 0, + "IoU": 0.0, + "TN": 74509126, + "TP": 0, + "n_pred": 0, + "n_ref": 10154 + }, + "6": { + "Dice": 0.7422982298229823, + "FN": 585381, + "FP": 123228, + "IoU": 0.5902021030935705, + "TN": 72790113, + "TP": 1020558, + "n_pred": 1143786, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.09076666441243435, + "FN": 159138, + "FP": 2200, + "IoU": 0.04754089650571754, + "TN": 74349889, + "TP": 8053, + "n_pred": 10253, + "n_ref": 167191 + }, + "8": { + "Dice": 0.6948897136904701, + "FN": 30024, + "FP": 145, + "IoU": 0.5324375426198004, + "TN": 74454756, + "TP": 34355, + "n_pred": 34500, + "n_ref": 64379 + }, + "9": { + "Dice": 0.038342505254930125, + "FN": 91043, + "FP": 0, + "IoU": 0.0195459734217838, + "TN": 74426422, + "TP": 1815, + "n_pred": 1815, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.06103392688770907, + "FN": 273893, + "FP": 3948, + "IoU": 0.03147756308584695, + "TN": 65764309, + "TP": 9030, + "n_pred": 12978, + "n_ref": 282923 + }, + "10": { + "Dice": 0.0, + "FN": 83533, + "FP": 666, + "IoU": 0.0, + "TN": 65966981, + "TP": 0, + "n_pred": 666, + "n_ref": 83533 + }, + "11": { + "Dice": 0.0, + "FN": 3637, + "FP": 0, + "IoU": 0.0, + "TN": 66047543, + "TP": 0, + "n_pred": 0, + "n_ref": 3637 + }, + "12": { + "Dice": 0.0, + "FN": 3026, + "FP": 0, + "IoU": 0.0, + "TN": 66048154, + "TP": 0, + "n_pred": 0, + "n_ref": 3026 + }, + "13": { + "Dice": 0.0, + "FN": 47626, + "FP": 131, + "IoU": 0.0, + "TN": 66003423, + "TP": 0, + "n_pred": 131, + "n_ref": 47626 + }, + "14": { + "Dice": 0.09402732076976768, + "FN": 54897, + "FP": 17791, + "IoU": 0.0493329845670939, + "TN": 65974720, + "TP": 3772, + "n_pred": 21563, + "n_ref": 58669 + }, + "15": { + "Dice": 0.5470356357585722, + "FN": 10788, + "FP": 12079, + "IoU": 0.37649625085207905, + "TN": 66014505, + "TP": 13808, + "n_pred": 25887, + "n_ref": 24596 + }, + "2": { + "Dice": 0.00397958900690535, + "FN": 143662, + "FP": 0, + "IoU": 0.001993761679483706, + "TN": 65907231, + "TP": 287, + "n_pred": 287, + "n_ref": 143949 + }, + "3": { + "Dice": 0.1650980636582731, + "FN": 140934, + "FP": 19808, + "IoU": 0.08997650522263424, + "TN": 65874545, + "TP": 15893, + "n_pred": 35701, + "n_ref": 156827 + }, + "4": { + "Dice": 0.5520211280636533, + "FN": 13120, + "FP": 13511, + "IoU": 0.3812356235042636, + "TN": 66008141, + "TP": 16408, + "n_pred": 29919, + "n_ref": 29528 + }, + "5": { + "Dice": 0.0, + "FN": 9979, + "FP": 0, + "IoU": 0.0, + "TN": 66041201, + "TP": 0, + "n_pred": 0, + "n_ref": 9979 + }, + "6": { + "Dice": 0.6530863449884303, + "FN": 96031, + "FP": 889269, + "IoU": 0.4848761778889386, + "TN": 64138436, + "TP": 927444, + "n_pred": 1816713, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.12080684872883161, + "FN": 911323, + "FP": 37817, + "IoU": 0.06428655226159832, + "TN": 65036831, + "TP": 65209, + "n_pred": 103026, + "n_ref": 976532 + }, + "8": { + "Dice": 0.007459310074959952, + "FN": 80993, + "FP": 174, + "IoU": 0.0037436174391201884, + "TN": 65969708, + "TP": 305, + "n_pred": 479, + "n_ref": 81298 + }, + "9": { + "Dice": 0.10751043558614537, + "FN": 65024, + "FP": 19003, + "IoU": 0.05680899784482758, + "TN": 65962092, + "TP": 5061, + "n_pred": 24064, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5934326999658665, + "FN": 88450, + "FP": 883, + "IoU": 0.421901390677478, + "TN": 113318011, + "TP": 65196, + "n_pred": 66079, + "n_ref": 153646 + }, + "10": { + "Dice": 0.08356326369728025, + "FN": 76962, + "FP": 2088, + "IoU": 0.04360345536816125, + "TN": 113389886, + "TP": 3604, + "n_pred": 5692, + "n_ref": 80566 + }, + "11": { + "Dice": 0.0, + "FN": 3230, + "FP": 0, + "IoU": 0.0, + "TN": 113469310, + "TP": 0, + "n_pred": 0, + "n_ref": 3230 + }, + "12": { + "Dice": 0.0, + "FN": 4083, + "FP": 0, + "IoU": 0.0, + "TN": 113468457, + "TP": 0, + "n_pred": 0, + "n_ref": 4083 + }, + "13": { + "Dice": 0.0, + "FN": 76876, + "FP": 2, + "IoU": 0.0, + "TN": 113395662, + "TP": 0, + "n_pred": 2, + "n_ref": 76876 + }, + "14": { + "Dice": 0.6468330572558489, + "FN": 136100, + "FP": 3123, + "IoU": 0.4780142322602899, + "TN": 113205822, + "TP": 127495, + "n_pred": 130618, + "n_ref": 263595 + }, + "15": { + "Dice": 0.3770168805580702, + "FN": 11263, + "FP": 23834, + "IoU": 0.2322987072642562, + "TN": 113426823, + "TP": 10620, + "n_pred": 34454, + "n_ref": 21883 + }, + "2": { + "Dice": 0.0, + "FN": 127088, + "FP": 0, + "IoU": 0.0, + "TN": 113345452, + "TP": 0, + "n_pred": 0, + "n_ref": 127088 + }, + "3": { + "Dice": 0.5016986829389816, + "FN": 28669, + "FP": 153352, + "IoU": 0.33484498560215165, + "TN": 113198888, + "TP": 91631, + "n_pred": 244983, + "n_ref": 120300 + }, + "4": { + "Dice": 0.35099456119296274, + "FN": 24219, + "FP": 1198, + "IoU": 0.21285227624651595, + "TN": 113440250, + "TP": 6873, + "n_pred": 8071, + "n_ref": 31092 + }, + "5": { + "Dice": 0.0, + "FN": 32826, + "FP": 0, + "IoU": 0.0, + "TN": 113439714, + "TP": 0, + "n_pred": 0, + "n_ref": 32826 + }, + "6": { + "Dice": 0.8231359278945426, + "FN": 252469, + "FP": 130490, + "IoU": 0.6994316059134333, + "TN": 112198424, + "TP": 891157, + "n_pred": 1021647, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.034637440249421385, + "FN": 213669, + "FP": 29083, + "IoU": 0.01762394428324572, + "TN": 113225433, + "TP": 4355, + "n_pred": 33438, + "n_ref": 218024 + }, + "8": { + "Dice": 0.30925510551595364, + "FN": 175073, + "FP": 1384, + "IoU": 0.18291056594337787, + "TN": 113256582, + "TP": 39501, + "n_pred": 40885, + "n_ref": 214574 + }, + "9": { + "Dice": 0.030895064258454702, + "FN": 104543, + "FP": 1856, + "IoU": 0.015689902400666082, + "TN": 113364445, + "TP": 1696, + "n_pred": 3552, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.21671161346469975, + "FN": 107018, + "FP": 38788, + "IoU": 0.12152359377259363, + "TN": 75030752, + "TP": 20170, + "n_pred": 58958, + "n_ref": 127188 + }, + "10": { + "Dice": 0.013779714889324527, + "FN": 99331, + "FP": 4303, + "IoU": 0.006937656911784434, + "TN": 75092370, + "TP": 724, + "n_pred": 5027, + "n_ref": 100055 + }, + "11": { + "Dice": 0.0, + "FN": 3544, + "FP": 0, + "IoU": 0.0, + "TN": 75193184, + "TP": 0, + "n_pred": 0, + "n_ref": 3544 + }, + "12": { + "Dice": 0.0, + "FN": 3106, + "FP": 0, + "IoU": 0.0, + "TN": 75193622, + "TP": 0, + "n_pred": 0, + "n_ref": 3106 + }, + "13": { + "Dice": 0.0, + "FN": 55260, + "FP": 131, + "IoU": 0.0, + "TN": 75141337, + "TP": 0, + "n_pred": 131, + "n_ref": 55260 + }, + "14": { + "Dice": 0.48569498395541294, + "FN": 89919, + "FP": 1437, + "IoU": 0.32073788226896566, + "TN": 75062235, + "TP": 43137, + "n_pred": 44574, + "n_ref": 133056 + }, + "15": { + "Dice": 0.005050768936029399, + "FN": 73522, + "FP": 40732, + "IoU": 0.0025317781813102387, + "TN": 75082184, + "TP": 290, + "n_pred": 41022, + "n_ref": 73812 + }, + "2": { + "Dice": 0.0, + "FN": 146312, + "FP": 11, + "IoU": 0.0, + "TN": 75050405, + "TP": 0, + "n_pred": 11, + "n_ref": 146312 + }, + "3": { + "Dice": 0.4456322885745962, + "FN": 66522, + "FP": 134989, + "IoU": 0.28669682553167386, + "TN": 74914224, + "TP": 80993, + "n_pred": 215982, + "n_ref": 147515 + }, + "4": { + "Dice": 0.32811447811447814, + "FN": 19116, + "FP": 4830, + "IoU": 0.19625415366025575, + "TN": 75166935, + "TP": 5847, + "n_pred": 10677, + "n_ref": 24963 + }, + "5": { + "Dice": 0.0, + "FN": 7701, + "FP": 0, + "IoU": 0.0, + "TN": 75189027, + "TP": 0, + "n_pred": 0, + "n_ref": 7701 + }, + "6": { + "Dice": 0.7776547345656585, + "FN": 138214, + "FP": 501281, + "IoU": 0.6361989174059841, + "TN": 73438913, + "TP": 1118320, + "n_pred": 1619601, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.33452285782572505, + "FN": 111224, + "FP": 50270, + "IoU": 0.20085706933750322, + "TN": 74994644, + "TP": 40590, + "n_pred": 90860, + "n_ref": 151814 + }, + "8": { + "Dice": 0.055572348166806604, + "FN": 82257, + "FP": 2104, + "IoU": 0.028580311596789608, + "TN": 75109885, + "TP": 2482, + "n_pred": 4586, + "n_ref": 84739 + }, + "9": { + "Dice": 0.03509257337852482, + "FN": 75711, + "FP": 7987, + "IoU": 0.017859657357427835, + "TN": 75111508, + "TP": 1522, + "n_pred": 9509, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.44603484022951295, + "FN": 151095, + "FP": 9751, + "IoU": 0.28703014184397163, + "TN": 86702272, + "TP": 64754, + "n_pred": 74505, + "n_ref": 215849 + }, + "10": { + "Dice": 0.059787302610377055, + "FN": 66509, + "FP": 6428, + "IoU": 0.030814818751993198, + "TN": 86852616, + "TP": 2319, + "n_pred": 8747, + "n_ref": 68828 + }, + "11": { + "Dice": 0.0, + "FN": 2590, + "FP": 0, + "IoU": 0.0, + "TN": 86925282, + "TP": 0, + "n_pred": 0, + "n_ref": 2590 + }, + "12": { + "Dice": 0.0, + "FN": 4915, + "FP": 0, + "IoU": 0.0, + "TN": 86922957, + "TP": 0, + "n_pred": 0, + "n_ref": 4915 + }, + "13": { + "Dice": 0.0, + "FN": 55361, + "FP": 0, + "IoU": 0.0, + "TN": 86872511, + "TP": 0, + "n_pred": 0, + "n_ref": 55361 + }, + "14": { + "Dice": 0.3831868131868132, + "FN": 55382, + "FP": 34426, + "IoU": 0.2370012913749745, + "TN": 86810168, + "TP": 27896, + "n_pred": 62322, + "n_ref": 83278 + }, + "15": { + "Dice": 0.5871835119088241, + "FN": 93821, + "FP": 2963, + "IoU": 0.4156120181624964, + "TN": 86762256, + "TP": 68832, + "n_pred": 71795, + "n_ref": 162653 + }, + "2": { + "Dice": 0.0, + "FN": 124219, + "FP": 0, + "IoU": 0.0, + "TN": 86803653, + "TP": 0, + "n_pred": 0, + "n_ref": 124219 + }, + "3": { + "Dice": 2.3367352303728845e-05, + "FN": 170349, + "FP": 826, + "IoU": 1.1683812661747781e-05, + "TN": 86756695, + "TP": 2, + "n_pred": 828, + "n_ref": 170351 + }, + "4": { + "Dice": 0.1596537088568457, + "FN": 13682, + "FP": 16215, + "IoU": 0.08675199315758927, + "TN": 86895135, + "TP": 2840, + "n_pred": 19055, + "n_ref": 16522 + }, + "5": { + "Dice": 0.0, + "FN": 5473, + "FP": 0, + "IoU": 0.0, + "TN": 86922399, + "TP": 0, + "n_pred": 0, + "n_ref": 5473 + }, + "6": { + "Dice": 0.7520523373733085, + "FN": 122370, + "FP": 571274, + "IoU": 0.6026313121099821, + "TN": 85182279, + "TP": 1051949, + "n_pred": 1623223, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.1055563474691365, + "FN": 962855, + "FP": 59944, + "IoU": 0.0557189163837729, + "TN": 85844721, + "TP": 60352, + "n_pred": 120296, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.005939505041246563, + "FN": 54226, + "FP": 0, + "IoU": 0.0029785982201956315, + "TN": 86873484, + "TP": 162, + "n_pred": 162, + "n_ref": 54388 + }, + "9": { + "Dice": 0.15106724757601322, + "FN": 44224, + "FP": 29235, + "IoU": 0.08170510656916058, + "TN": 86847877, + "TP": 6536, + "n_pred": 35771, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.032166468285267674, + "FN": 86220, + "FP": 48756, + "IoU": 0.01634613282417158, + "TN": 37612381, + "TP": 2243, + "n_pred": 50999, + "n_ref": 88463 + }, + "10": { + "Dice": 0.08723578185215462, + "FN": 56256, + "FP": 6272, + "IoU": 0.04560717992551438, + "TN": 37684084, + "TP": 2988, + "n_pred": 9260, + "n_ref": 59244 + }, + "11": { + "Dice": 0.0, + "FN": 2588, + "FP": 0, + "IoU": 0.0, + "TN": 37747012, + "TP": 0, + "n_pred": 0, + "n_ref": 2588 + }, + "12": { + "Dice": 0.0, + "FN": 2917, + "FP": 0, + "IoU": 0.0, + "TN": 37746683, + "TP": 0, + "n_pred": 0, + "n_ref": 2917 + }, + "13": { + "Dice": 0.0, + "FN": 44885, + "FP": 0, + "IoU": 0.0, + "TN": 37704715, + "TP": 0, + "n_pred": 0, + "n_ref": 44885 + }, + "14": { + "Dice": 0.23738312842068884, + "FN": 68677, + "FP": 134340, + "IoU": 0.1346765325172411, + "TN": 37514986, + "TP": 31597, + "n_pred": 165937, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 6910, + "IoU": 0.0, + "TN": 37742690, + "TP": 0, + "n_pred": 6910, + "n_ref": 0 + }, + "2": { + "Dice": 0.00021946231732255972, + "FN": 100221, + "FP": 2, + "IoU": 0.0001097432009098709, + "TN": 37649366, + "TP": 11, + "n_pred": 13, + "n_ref": 100232 + }, + "3": { + "Dice": 0.2208002655613259, + "FN": 63423, + "FP": 114974, + "IoU": 0.12410088720645349, + "TN": 37545927, + "TP": 25276, + "n_pred": 140250, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 497, + "IoU": 0.0, + "TN": 37737409, + "TP": 0, + "n_pred": 497, + "n_ref": 11694 + }, + "5": { + "Dice": 0.0, + "FN": 10049, + "FP": 0, + "IoU": 0.0, + "TN": 37739551, + "TP": 0, + "n_pred": 0, + "n_ref": 10049 + }, + "6": { + "Dice": 0.7708998228606878, + "FN": 226816, + "FP": 79704, + "IoU": 0.6272066648423485, + "TN": 36927375, + "TP": 515705, + "n_pred": 595409, + "n_ref": 742521 + }, + "7": { + "Dice": 0.07720330522335747, + "FN": 330751, + "FP": 16789, + "IoU": 0.04015156955131215, + "TN": 37387522, + "TP": 14538, + "n_pred": 31327, + "n_ref": 345289 + }, + "8": { + "Dice": 0.5897998817867095, + "FN": 43161, + "FP": 5419, + "IoU": 0.4182384288365966, + "TN": 37666095, + "TP": 34925, + "n_pred": 40344, + "n_ref": 78086 + }, + "9": { + "Dice": 0.15756760745854995, + "FN": 49967, + "FP": 1402, + "IoU": 0.08552151389457568, + "TN": 37693427, + "TP": 4804, + "n_pred": 6206, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4619336705589912, + "FN": 136886, + "FP": 5545, + "IoU": 0.3003340374318416, + "TN": 75703118, + "TP": 61139, + "n_pred": 66684, + "n_ref": 198025 + }, + "10": { + "Dice": 0.036572057092280855, + "FN": 111983, + "FP": 134, + "IoU": 0.018626635738982013, + "TN": 75792443, + "TP": 2128, + "n_pred": 2262, + "n_ref": 114111 + }, + "11": { + "Dice": 0.0, + "FN": 4342, + "FP": 0, + "IoU": 0.0, + "TN": 75902346, + "TP": 0, + "n_pred": 0, + "n_ref": 4342 + }, + "12": { + "Dice": 0.0, + "FN": 4584, + "FP": 0, + "IoU": 0.0, + "TN": 75902104, + "TP": 0, + "n_pred": 0, + "n_ref": 4584 + }, + "13": { + "Dice": 0.0, + "FN": 41501, + "FP": 0, + "IoU": 0.0, + "TN": 75865187, + "TP": 0, + "n_pred": 0, + "n_ref": 41501 + }, + "14": { + "Dice": 0.3521515728321982, + "FN": 91674, + "FP": 26088, + "IoU": 0.2137038619731852, + "TN": 75756920, + "TP": 32006, + "n_pred": 58094, + "n_ref": 123680 + }, + "15": { + "Dice": 0.5894896232852171, + "FN": 92668, + "FP": 39089, + "IoU": 0.41792647045830056, + "TN": 75680330, + "TP": 94601, + "n_pred": 133690, + "n_ref": 187269 + }, + "2": { + "Dice": 0.03025038323965253, + "FN": 189753, + "FP": 27, + "IoU": 0.015357476393068382, + "TN": 75713948, + "TP": 2960, + "n_pred": 2987, + "n_ref": 192713 + }, + "3": { + "Dice": 0.158008991802987, + "FN": 224596, + "FP": 59320, + "IoU": 0.08578163036618194, + "TN": 75596132, + "TP": 26640, + "n_pred": 85960, + "n_ref": 251236 + }, + "4": { + "Dice": 0.6546106318489159, + "FN": 7716, + "FP": 15986, + "IoU": 0.4865584992309859, + "TN": 75860525, + "TP": 22461, + "n_pred": 38447, + "n_ref": 30177 + }, + "5": { + "Dice": 0.0, + "FN": 9629, + "FP": 0, + "IoU": 0.0, + "TN": 75897059, + "TP": 0, + "n_pred": 0, + "n_ref": 9629 + }, + "6": { + "Dice": 0.780912305608603, + "FN": 241593, + "FP": 580628, + "IoU": 0.6405710673656307, + "TN": 73619112, + "TP": 1465355, + "n_pred": 2045983, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.32125205449858557, + "FN": 218713, + "FP": 13786, + "IoU": 0.19136407902058988, + "TN": 75619168, + "TP": 55021, + "n_pred": 68807, + "n_ref": 273734 + }, + "8": { + "Dice": 0.011724167822468793, + "FN": 91206, + "FP": 0, + "IoU": 0.005896650571680818, + "TN": 75814941, + "TP": 541, + "n_pred": 541, + "n_ref": 91747 + }, + "9": { + "Dice": 0.18383252297148403, + "FN": 68653, + "FP": 12088, + "IoU": 0.10122002805173988, + "TN": 75816854, + "TP": 9093, + "n_pred": 21181, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.45618641286511324, + "FN": 64468, + "FP": 8440, + "IoU": 0.29549319727891155, + "TN": 61284262, + "TP": 30580, + "n_pred": 39020, + "n_ref": 95048 + }, + "10": { + "Dice": 0.0, + "FN": 78053, + "FP": 0, + "IoU": 0.0, + "TN": 61309697, + "TP": 0, + "n_pred": 0, + "n_ref": 78053 + }, + "11": { + "Dice": 0.0, + "FN": 3342, + "FP": 0, + "IoU": 0.0, + "TN": 61384408, + "TP": 0, + "n_pred": 0, + "n_ref": 3342 + }, + "12": { + "Dice": 0.0, + "FN": 3369, + "FP": 0, + "IoU": 0.0, + "TN": 61384381, + "TP": 0, + "n_pred": 0, + "n_ref": 3369 + }, + "13": { + "Dice": 0.0, + "FN": 39455, + "FP": 0, + "IoU": 0.0, + "TN": 61348295, + "TP": 0, + "n_pred": 0, + "n_ref": 39455 + }, + "14": { + "Dice": 0.31468349902202325, + "FN": 39190, + "FP": 79587, + "IoU": 0.18672071319506733, + "TN": 61241703, + "TP": 27270, + "n_pred": 106857, + "n_ref": 66460 + }, + "15": { + "Dice": 0.6469350929455353, + "FN": 12436, + "FP": 20631, + "IoU": 0.47812569047694203, + "TN": 61324388, + "TP": 30295, + "n_pred": 50926, + "n_ref": 42731 + }, + "2": { + "Dice": 0.0, + "FN": 133164, + "FP": 0, + "IoU": 0.0, + "TN": 61254586, + "TP": 0, + "n_pred": 0, + "n_ref": 133164 + }, + "3": { + "Dice": 0.5076047746136023, + "FN": 47081, + "FP": 120811, + "IoU": 0.3401275787934646, + "TN": 61133319, + "TP": 86539, + "n_pred": 207350, + "n_ref": 133620 + }, + "4": { + "Dice": 0.3577402399920664, + "FN": 13565, + "FP": 5864, + "IoU": 0.2178341384863124, + "TN": 61362910, + "TP": 5411, + "n_pred": 11275, + "n_ref": 18976 + }, + "5": { + "Dice": 0.0, + "FN": 27695, + "FP": 0, + "IoU": 0.0, + "TN": 61360055, + "TP": 0, + "n_pred": 0, + "n_ref": 27695 + }, + "6": { + "Dice": 0.7938003202924959, + "FN": 253906, + "FP": 130949, + "IoU": 0.6581002578984166, + "TN": 60262113, + "TP": 740782, + "n_pred": 871731, + "n_ref": 994688 + }, + "7": { + "Dice": 0.0827464122079594, + "FN": 171394, + "FP": 22396, + "IoU": 0.04315882506875491, + "TN": 61185219, + "TP": 8741, + "n_pred": 31137, + "n_ref": 180135 + }, + "8": { + "Dice": 0.19078723349724114, + "FN": 220259, + "FP": 754, + "IoU": 0.10545317666867692, + "TN": 61140683, + "TP": 26054, + "n_pred": 26808, + "n_ref": 246313 + }, + "9": { + "Dice": 0.033887854385813466, + "FN": 78343, + "FP": 0, + "IoU": 0.017235972251840887, + "TN": 61308033, + "TP": 1374, + "n_pred": 1374, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6710892609810617, + "FN": 87641, + "FP": 8297, + "IoU": 0.5049919767195876, + "TN": 39554989, + "TP": 97873, + "n_pred": 106170, + "n_ref": 185514 + }, + "10": { + "Dice": 0.0332557244211414, + "FN": 50925, + "FP": 1808, + "IoU": 0.01690902311707681, + "TN": 39695160, + "TP": 907, + "n_pred": 2715, + "n_ref": 51832 + }, + "11": { + "Dice": 0.0, + "FN": 3031, + "FP": 0, + "IoU": 0.0, + "TN": 39745769, + "TP": 0, + "n_pred": 0, + "n_ref": 3031 + }, + "12": { + "Dice": 0.0, + "FN": 3460, + "FP": 0, + "IoU": 0.0, + "TN": 39745340, + "TP": 0, + "n_pred": 0, + "n_ref": 3460 + }, + "13": { + "Dice": 0.0, + "FN": 43811, + "FP": 0, + "IoU": 0.0, + "TN": 39704989, + "TP": 0, + "n_pred": 0, + "n_ref": 43811 + }, + "14": { + "Dice": 0.029944757086065362, + "FN": 32753, + "FP": 4825, + "IoU": 0.015199958069081188, + "TN": 39710642, + "TP": 580, + "n_pred": 5405, + "n_ref": 33333 + }, + "15": { + "Dice": 0.16260135857497657, + "FN": 46773, + "FP": 4140, + "IoU": 0.0884954167860212, + "TN": 39692944, + "TP": 4943, + "n_pred": 9083, + "n_ref": 51716 + }, + "2": { + "Dice": 0.0, + "FN": 117847, + "FP": 0, + "IoU": 0.0, + "TN": 39630953, + "TP": 0, + "n_pred": 0, + "n_ref": 117847 + }, + "3": { + "Dice": 0.6512197807471987, + "FN": 18943, + "FP": 104596, + "IoU": 0.4828212717324414, + "TN": 39509929, + "TP": 115332, + "n_pred": 219928, + "n_ref": 134275 + }, + "4": { + "Dice": 0.021504483560278977, + "FN": 23514, + "FP": 56, + "IoU": 0.010869109068781737, + "TN": 39724971, + "TP": 259, + "n_pred": 315, + "n_ref": 23773 + }, + "5": { + "Dice": 0.0, + "FN": 6524, + "FP": 0, + "IoU": 0.0, + "TN": 39742276, + "TP": 0, + "n_pred": 0, + "n_ref": 6524 + }, + "6": { + "Dice": 0.8700206611221393, + "FN": 155057, + "FP": 75886, + "IoU": 0.7699438663950471, + "TN": 38744945, + "TP": 772912, + "n_pred": 848798, + "n_ref": 927969 + }, + "7": { + "Dice": 0.019211977361837256, + "FN": 724953, + "FP": 2726, + "IoU": 0.00969915868950444, + "TN": 39013994, + "TP": 7127, + "n_pred": 9853, + "n_ref": 732080 + }, + "8": { + "Dice": 0.5328513463666543, + "FN": 31477, + "FP": 184, + "IoU": 0.3631883824771712, + "TN": 39699082, + "TP": 18057, + "n_pred": 18241, + "n_ref": 49534 + }, + "9": { + "Dice": 0.011082449603515811, + "FN": 41397, + "FP": 7, + "IoU": 0.005572101066384859, + "TN": 39707164, + "TP": 232, + "n_pred": 239, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3381858739311411, + "FN": 73760, + "FP": 17027, + "IoU": 0.20350403130291358, + "TN": 101282625, + "TP": 23196, + "n_pred": 40223, + "n_ref": 96956 + }, + "10": { + "Dice": 0.055402206050819906, + "FN": 79852, + "FP": 6727, + "IoU": 0.028490316209968804, + "TN": 101307490, + "TP": 2539, + "n_pred": 9266, + "n_ref": 82391 + }, + "11": { + "Dice": 0.0, + "FN": 5529, + "FP": 0, + "IoU": 0.0, + "TN": 101391079, + "TP": 0, + "n_pred": 0, + "n_ref": 5529 + }, + "12": { + "Dice": 0.0, + "FN": 5225, + "FP": 0, + "IoU": 0.0, + "TN": 101391383, + "TP": 0, + "n_pred": 0, + "n_ref": 5225 + }, + "13": { + "Dice": 0.0, + "FN": 49945, + "FP": 65, + "IoU": 0.0, + "TN": 101346598, + "TP": 0, + "n_pred": 65, + "n_ref": 49945 + }, + "14": { + "Dice": 0.07726962016459354, + "FN": 168383, + "FP": 3052, + "IoU": 0.0401874443629523, + "TN": 101217995, + "TP": 7178, + "n_pred": 10230, + "n_ref": 175561 + }, + "15": { + "Dice": 0.015472701247358734, + "FN": 26647, + "FP": 2241, + "IoU": 0.007796668383994504, + "TN": 101367493, + "TP": 227, + "n_pred": 2468, + "n_ref": 26874 + }, + "2": { + "Dice": 0.0, + "FN": 181739, + "FP": 382, + "IoU": 0.0, + "TN": 101214487, + "TP": 0, + "n_pred": 382, + "n_ref": 181739 + }, + "3": { + "Dice": 0.20277964021500733, + "FN": 131488, + "FP": 149124, + "IoU": 0.11282959215934239, + "TN": 101080308, + "TP": 35688, + "n_pred": 184812, + "n_ref": 167176 + }, + "4": { + "Dice": 0.14850005975857536, + "FN": 5176, + "FP": 51820, + "IoU": 0.08020527385985864, + "TN": 101334642, + "TP": 4970, + "n_pred": 56790, + "n_ref": 10146 + }, + "5": { + "Dice": 0.0, + "FN": 38516, + "FP": 0, + "IoU": 0.0, + "TN": 101358092, + "TP": 0, + "n_pred": 0, + "n_ref": 38516 + }, + "6": { + "Dice": 0.6937719504649359, + "FN": 238363, + "FP": 1167187, + "IoU": 0.5311262077949371, + "TN": 98398893, + "TP": 1592165, + "n_pred": 2759352, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.42302706365039333, + "FN": 320537, + "FP": 62674, + "IoU": 0.268252583097349, + "TN": 100872915, + "TP": 140482, + "n_pred": 203156, + "n_ref": 461019 + }, + "8": { + "Dice": 0.2104843625451306, + "FN": 224296, + "FP": 11436, + "IoU": 0.11762085680597406, + "TN": 101129453, + "TP": 31423, + "n_pred": 42859, + "n_ref": 255719 + }, + "9": { + "Dice": 0.2653238114978048, + "FN": 72538, + "FP": 5442, + "IoU": 0.15295293338112773, + "TN": 101304547, + "TP": 14081, + "n_pred": 19523, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 216995, + "FP": 1751, + "IoU": 0.0, + "TN": 73664758, + "TP": 0, + "n_pred": 1751, + "n_ref": 216995 + }, + "10": { + "Dice": 9.101769156379771e-05, + "FN": 75837, + "FP": 12050, + "IoU": 4.551091693119887e-05, + "TN": 73795613, + "TP": 4, + "n_pred": 12054, + "n_ref": 75841 + }, + "11": { + "Dice": 0.0, + "FN": 6259, + "FP": 0, + "IoU": 0.0, + "TN": 73877245, + "TP": 0, + "n_pred": 0, + "n_ref": 6259 + }, + "12": { + "Dice": 0.0, + "FN": 5541, + "FP": 0, + "IoU": 0.0, + "TN": 73877963, + "TP": 0, + "n_pred": 0, + "n_ref": 5541 + }, + "13": { + "Dice": 0.0, + "FN": 61239, + "FP": 2225, + "IoU": 0.0, + "TN": 73820040, + "TP": 0, + "n_pred": 2225, + "n_ref": 61239 + }, + "14": { + "Dice": 0.23305202586882542, + "FN": 78097, + "FP": 73580, + "IoU": 0.13189523929442198, + "TN": 73708782, + "TP": 23045, + "n_pred": 96625, + "n_ref": 101142 + }, + "15": { + "Dice": 0.7281549124746589, + "FN": 81557, + "FP": 23438, + "IoU": 0.572518555613913, + "TN": 73637891, + "TP": 140618, + "n_pred": 164056, + "n_ref": 222175 + }, + "2": { + "Dice": 0.001422698314730158, + "FN": 190914, + "FP": 0, + "IoU": 0.0007118555352002094, + "TN": 73692454, + "TP": 136, + "n_pred": 136, + "n_ref": 191050 + }, + "3": { + "Dice": 0.08748310395674613, + "FN": 176140, + "FP": 61494, + "IoU": 0.04574239534183315, + "TN": 73634479, + "TP": 11391, + "n_pred": 72885, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 4581, + "IoU": 0.0, + "TN": 73831035, + "TP": 0, + "n_pred": 4581, + "n_ref": 47888 + }, + "5": { + "Dice": 0.0, + "FN": 15128, + "FP": 0, + "IoU": 0.0, + "TN": 73868376, + "TP": 0, + "n_pred": 0, + "n_ref": 15128 + }, + "6": { + "Dice": 0.4694355341571466, + "FN": 636806, + "FP": 1769480, + "IoU": 0.30670745638840974, + "TN": 70412695, + "TP": 1064523, + "n_pred": 2834003, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.18541593270413428, + "FN": 142600, + "FP": 120988, + "IoU": 0.10218095487879232, + "TN": 73589917, + "TP": 29999, + "n_pred": 150987, + "n_ref": 172599 + }, + "8": { + "Dice": 0.0, + "FN": 79447, + "FP": 0, + "IoU": 0.0, + "TN": 73804057, + "TP": 0, + "n_pred": 0, + "n_ref": 79447 + }, + "9": { + "Dice": 0.09745079645534112, + "FN": 84831, + "FP": 14268, + "IoU": 0.05122117014045132, + "TN": 73779055, + "TP": 5350, + "n_pred": 19618, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.29605422695412187, + "FN": 148885, + "FP": 33998, + "IoU": 0.17374627270262943, + "TN": 69274436, + "TP": 38457, + "n_pred": 72455, + "n_ref": 187342 + }, + "10": { + "Dice": 0.12841485691089913, + "FN": 61146, + "FP": 24740, + "IoU": 0.06861288538492404, + "TN": 69403563, + "TP": 6327, + "n_pred": 31067, + "n_ref": 67473 + }, + "11": { + "Dice": 0.0, + "FN": 3461, + "FP": 0, + "IoU": 0.0, + "TN": 69492315, + "TP": 0, + "n_pred": 0, + "n_ref": 3461 + }, + "12": { + "Dice": 0.0, + "FN": 3152, + "FP": 0, + "IoU": 0.0, + "TN": 69492624, + "TP": 0, + "n_pred": 0, + "n_ref": 3152 + }, + "13": { + "Dice": 0.0, + "FN": 77818, + "FP": 0, + "IoU": 0.0, + "TN": 69417958, + "TP": 0, + "n_pred": 0, + "n_ref": 77818 + }, + "14": { + "Dice": 0.07431891317326034, + "FN": 143379, + "FP": 47340, + "IoU": 0.038593572778827974, + "TN": 69297401, + "TP": 7656, + "n_pred": 54996, + "n_ref": 151035 + }, + "15": { + "Dice": 0.5333000997008973, + "FN": 45855, + "FP": 38403, + "IoU": 0.36360546529807625, + "TN": 69363377, + "TP": 48141, + "n_pred": 86544, + "n_ref": 93996 + }, + "2": { + "Dice": 0.0005193456245131135, + "FN": 150111, + "FP": 0, + "IoU": 0.00025974025974025974, + "TN": 69345626, + "TP": 39, + "n_pred": 39, + "n_ref": 150150 + }, + "3": { + "Dice": 0.6422150904499768, + "FN": 29890, + "FP": 129086, + "IoU": 0.4729873531020537, + "TN": 69194121, + "TP": 142679, + "n_pred": 271765, + "n_ref": 172569 + }, + "4": { + "Dice": 0.18233085292216278, + "FN": 30491, + "FP": 28956, + "IoU": 0.10031025349981082, + "TN": 69429701, + "TP": 6628, + "n_pred": 35584, + "n_ref": 37119 + }, + "5": { + "Dice": 0.0, + "FN": 19093, + "FP": 0, + "IoU": 0.0, + "TN": 69476683, + "TP": 0, + "n_pred": 0, + "n_ref": 19093 + }, + "6": { + "Dice": 0.7922957411892113, + "FN": 162792, + "FP": 511933, + "IoU": 0.6560345675764819, + "TN": 67534169, + "TP": 1286882, + "n_pred": 1798815, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.3529365155198009, + "FN": 237269, + "FP": 40384, + "IoU": 0.21428227803325078, + "TN": 69142401, + "TP": 75722, + "n_pred": 116106, + "n_ref": 312991 + }, + "8": { + "Dice": 0.09927701297415074, + "FN": 83673, + "FP": 7273, + "IoU": 0.05223118447654182, + "TN": 69399818, + "TP": 5012, + "n_pred": 12285, + "n_ref": 88685 + }, + "9": { + "Dice": 0.15259843731112013, + "FN": 73426, + "FP": 3685, + "IoU": 0.08260166083708093, + "TN": 69411722, + "TP": 6943, + "n_pred": 10628, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3201732123596219, + "FN": 162041, + "FP": 9395, + "IoU": 0.1905989443169693, + "TN": 50621746, + "TP": 40370, + "n_pred": 49765, + "n_ref": 202411 + }, + "10": { + "Dice": 0.16509825349604354, + "FN": 67682, + "FP": 14828, + "IoU": 0.0899766179909119, + "TN": 50742884, + "TP": 8158, + "n_pred": 22986, + "n_ref": 75840 + }, + "11": { + "Dice": 0.0, + "FN": 6729, + "FP": 0, + "IoU": 0.0, + "TN": 50826823, + "TP": 0, + "n_pred": 0, + "n_ref": 6729 + }, + "12": { + "Dice": 0.0, + "FN": 6299, + "FP": 0, + "IoU": 0.0, + "TN": 50827253, + "TP": 0, + "n_pred": 0, + "n_ref": 6299 + }, + "13": { + "Dice": 0.0, + "FN": 48263, + "FP": 0, + "IoU": 0.0, + "TN": 50785289, + "TP": 0, + "n_pred": 0, + "n_ref": 48263 + }, + "14": { + "Dice": 0.06766665889067737, + "FN": 46386, + "FP": 73513, + "IoU": 0.03501810865191147, + "TN": 50709302, + "TP": 4351, + "n_pred": 77864, + "n_ref": 50737 + }, + "15": { + "Dice": 0.5051619201927671, + "FN": 10437, + "FP": 37207, + "IoU": 0.3379375512416103, + "TN": 50761589, + "TP": 24319, + "n_pred": 61526, + "n_ref": 34756 + }, + "2": { + "Dice": 0.0, + "FN": 212070, + "FP": 1, + "IoU": 0.0, + "TN": 50621481, + "TP": 0, + "n_pred": 1, + "n_ref": 212070 + }, + "3": { + "Dice": 0.5363283791270842, + "FN": 64223, + "FP": 175964, + "IoU": 0.3664267117560321, + "TN": 50454453, + "TP": 138912, + "n_pred": 314876, + "n_ref": 203135 + }, + "4": { + "Dice": 0.4722958962241404, + "FN": 8171, + "FP": 13715, + "IoU": 0.30915404040404043, + "TN": 50801872, + "TP": 9794, + "n_pred": 23509, + "n_ref": 17965 + }, + "5": { + "Dice": 0.0, + "FN": 12844, + "FP": 0, + "IoU": 0.0, + "TN": 50820708, + "TP": 0, + "n_pred": 0, + "n_ref": 12844 + }, + "6": { + "Dice": 0.7720950608729915, + "FN": 338777, + "FP": 757861, + "IoU": 0.6287905816405629, + "TN": 47879322, + "TP": 1857592, + "n_pred": 2615453, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.31077050936670503, + "FN": 173395, + "FP": 70422, + "IoU": 0.18397175226333318, + "TN": 50534767, + "TP": 54968, + "n_pred": 125390, + "n_ref": 228363 + }, + "8": { + "Dice": 0.5563200938610718, + "FN": 62620, + "FP": 1667, + "IoU": 0.38534864376475986, + "TN": 50728961, + "TP": 40304, + "n_pred": 41971, + "n_ref": 102924 + }, + "9": { + "Dice": 0.20303688888567983, + "FN": 101058, + "FP": 9319, + "IoU": 0.1129889020146741, + "TN": 50709115, + "TP": 14060, + "n_pred": 23379, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3788221034653738, + "FN": 156945, + "FP": 23455, + "IoU": 0.23367090328281112, + "TN": 76649452, + "TP": 55008, + "n_pred": 78463, + "n_ref": 211953 + }, + "10": { + "Dice": 0.0, + "FN": 64959, + "FP": 473, + "IoU": 0.0, + "TN": 76819428, + "TP": 0, + "n_pred": 473, + "n_ref": 64959 + }, + "11": { + "Dice": 0.0, + "FN": 2874, + "FP": 0, + "IoU": 0.0, + "TN": 76881986, + "TP": 0, + "n_pred": 0, + "n_ref": 2874 + }, + "12": { + "Dice": 0.0, + "FN": 2609, + "FP": 0, + "IoU": 0.0, + "TN": 76882251, + "TP": 0, + "n_pred": 0, + "n_ref": 2609 + }, + "13": { + "Dice": 0.0, + "FN": 42783, + "FP": 0, + "IoU": 0.0, + "TN": 76842077, + "TP": 0, + "n_pred": 0, + "n_ref": 42783 + }, + "14": { + "Dice": 0.35883493829983654, + "FN": 60325, + "FP": 15378, + "IoU": 0.2186464644379535, + "TN": 76787973, + "TP": 21184, + "n_pred": 36562, + "n_ref": 81509 + }, + "15": { + "Dice": 0.5424689899586532, + "FN": 17055, + "FP": 21675, + "IoU": 0.3721834981358405, + "TN": 76823170, + "TP": 22960, + "n_pred": 44635, + "n_ref": 40015 + }, + "2": { + "Dice": 0.05002478789976335, + "FN": 101223, + "FP": 336, + "IoU": 0.02565406349236806, + "TN": 76780627, + "TP": 2674, + "n_pred": 3010, + "n_ref": 103897 + }, + "3": { + "Dice": 0.011415769736521697, + "FN": 96824, + "FP": 4669, + "IoU": 0.005740651848078449, + "TN": 76782781, + "TP": 586, + "n_pred": 5255, + "n_ref": 97410 + }, + "4": { + "Dice": 0.6138097809499213, + "FN": 11810, + "FP": 4639, + "IoU": 0.44280342806815487, + "TN": 76855339, + "TP": 13072, + "n_pred": 17711, + "n_ref": 24882 + }, + "5": { + "Dice": 0.0, + "FN": 15755, + "FP": 0, + "IoU": 0.0, + "TN": 76869105, + "TP": 0, + "n_pred": 0, + "n_ref": 15755 + }, + "6": { + "Dice": 0.733811429778633, + "FN": 102892, + "FP": 643028, + "IoU": 0.5795435585477928, + "TN": 75110788, + "TP": 1028152, + "n_pred": 1671180, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.2977882776133595, + "FN": 120757, + "FP": 69772, + "IoU": 0.17494197325573338, + "TN": 76653932, + "TP": 40399, + "n_pred": 110171, + "n_ref": 161156 + }, + "8": { + "Dice": 0.0, + "FN": 77306, + "FP": 0, + "IoU": 0.0, + "TN": 76807554, + "TP": 0, + "n_pred": 0, + "n_ref": 77306 + }, + "9": { + "Dice": 0.00039270742315206613, + "FN": 91747, + "FP": 10070, + "IoU": 0.00019639227392794368, + "TN": 76783023, + "TP": 20, + "n_pred": 10090, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3111561787520426, + "FN": 100485, + "FP": 6168, + "IoU": 0.18424212756518613, + "TN": 130869191, + "TP": 24088, + "n_pred": 30256, + "n_ref": 124573 + }, + "10": { + "Dice": 0.03583966988902015, + "FN": 56486, + "FP": 1461, + "IoU": 0.018246814854974248, + "TN": 130940908, + "TP": 1077, + "n_pred": 2538, + "n_ref": 57563 + }, + "11": { + "Dice": 0.0, + "FN": 5568, + "FP": 0, + "IoU": 0.0, + "TN": 130994364, + "TP": 0, + "n_pred": 0, + "n_ref": 5568 + }, + "12": { + "Dice": 0.0, + "FN": 7302, + "FP": 0, + "IoU": 0.0, + "TN": 130992630, + "TP": 0, + "n_pred": 0, + "n_ref": 7302 + }, + "13": { + "Dice": 0.0, + "FN": 78417, + "FP": 433, + "IoU": 0.0, + "TN": 130921082, + "TP": 0, + "n_pred": 433, + "n_ref": 78417 + }, + "14": { + "Dice": 0.04132266379771644, + "FN": 924155, + "FP": 95244, + "IoU": 0.02109722874408591, + "TN": 129958563, + "TP": 21970, + "n_pred": 117214, + "n_ref": 946125 + }, + "15": { + "Dice": 0.10855233450736025, + "FN": 21704, + "FP": 37522, + "IoU": 0.05739113827349122, + "TN": 130937100, + "TP": 3606, + "n_pred": 41128, + "n_ref": 25310 + }, + "2": { + "Dice": 0.0, + "FN": 218855, + "FP": 0, + "IoU": 0.0, + "TN": 130781077, + "TP": 0, + "n_pred": 0, + "n_ref": 218855 + }, + "3": { + "Dice": 0.0, + "FN": 283041, + "FP": 10419, + "IoU": 0.0, + "TN": 130706472, + "TP": 0, + "n_pred": 10419, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 106, + "IoU": 0.0, + "TN": 130997546, + "TP": 0, + "n_pred": 106, + "n_ref": 2280 + }, + "5": { + "Dice": 0.0, + "FN": 23719, + "FP": 0, + "IoU": 0.0, + "TN": 130976213, + "TP": 0, + "n_pred": 0, + "n_ref": 23719 + }, + "6": { + "Dice": 0.6889385822550769, + "FN": 259772, + "FP": 835800, + "IoU": 0.5254815471879862, + "TN": 128691124, + "TP": 1213236, + "n_pred": 2049036, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.09737320563243136, + "FN": 191267, + "FP": 46039, + "IoU": 0.051178300400630136, + "TN": 130749826, + "TP": 12800, + "n_pred": 58839, + "n_ref": 204067 + }, + "8": { + "Dice": 0.005712748449170781, + "FN": 125662, + "FP": 0, + "IoU": 0.0028645564698507415, + "TN": 130873909, + "TP": 361, + "n_pred": 361, + "n_ref": 126023 + }, + "9": { + "Dice": 0.058889974743308246, + "FN": 54899, + "FP": 19252, + "IoU": 0.030338298178394424, + "TN": 130923461, + "TP": 2320, + "n_pred": 21572, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.11773355860083849, + "FN": 53654, + "FP": 2744, + "IoU": 0.06254882731337577, + "TN": 74366537, + "TP": 3763, + "n_pred": 6507, + "n_ref": 57417 + }, + "10": { + "Dice": 0.0, + "FN": 78775, + "FP": 0, + "IoU": 0.0, + "TN": 74347923, + "TP": 0, + "n_pred": 0, + "n_ref": 78775 + }, + "11": { + "Dice": 0.0, + "FN": 2388, + "FP": 0, + "IoU": 0.0, + "TN": 74424310, + "TP": 0, + "n_pred": 0, + "n_ref": 2388 + }, + "12": { + "Dice": 0.0, + "FN": 2457, + "FP": 0, + "IoU": 0.0, + "TN": 74424241, + "TP": 0, + "n_pred": 0, + "n_ref": 2457 + }, + "13": { + "Dice": 0.0, + "FN": 103327, + "FP": 0, + "IoU": 0.0, + "TN": 74323371, + "TP": 0, + "n_pred": 0, + "n_ref": 103327 + }, + "14": { + "Dice": 0.32573451726045183, + "FN": 121720, + "FP": 81863, + "IoU": 0.19455368376075138, + "TN": 74173940, + "TP": 49175, + "n_pred": 131038, + "n_ref": 170895 + }, + "15": { + "Dice": 0.2354315258354876, + "FN": 14659, + "FP": 34437, + "IoU": 0.1334215867972818, + "TN": 74370043, + "TP": 7559, + "n_pred": 41996, + "n_ref": 22218 + }, + "2": { + "Dice": 0.0, + "FN": 118753, + "FP": 0, + "IoU": 0.0, + "TN": 74307945, + "TP": 0, + "n_pred": 0, + "n_ref": 118753 + }, + "3": { + "Dice": 0.0032217694060263776, + "FN": 130942, + "FP": 24371, + "IoU": 0.0016134838394487156, + "TN": 74271134, + "TP": 251, + "n_pred": 24622, + "n_ref": 131193 + }, + "4": { + "Dice": 0.0, + "FN": 30460, + "FP": 625, + "IoU": 0.0, + "TN": 74395613, + "TP": 0, + "n_pred": 625, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8565172978919247, + "FN": 124538, + "FP": 131108, + "IoU": 0.7490426364236961, + "TN": 73408015, + "TP": 763037, + "n_pred": 894145, + "n_ref": 887575 + }, + "7": { + "Dice": 0.18135381134404086, + "FN": 134643, + "FP": 8634, + "IoU": 0.09971912759901223, + "TN": 74267551, + "TP": 15870, + "n_pred": 24504, + "n_ref": 150513 + }, + "8": { + "Dice": 0.0, + "FN": 43232, + "FP": 0, + "IoU": 0.0, + "TN": 74383466, + "TP": 0, + "n_pred": 0, + "n_ref": 43232 + }, + "9": { + "Dice": 0.0, + "FN": 33772, + "FP": 9, + "IoU": 0.0, + "TN": 74392917, + "TP": 0, + "n_pred": 9, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5663732475646728, + "FN": 66794, + "FP": 45916, + "IoU": 0.3950632524138967, + "TN": 106460371, + "TP": 73607, + "n_pred": 119523, + "n_ref": 140401 + }, + "10": { + "Dice": 0.3267395047728759, + "FN": 72114, + "FP": 40099, + "IoU": 0.1952711521636236, + "TN": 106507246, + "TP": 27229, + "n_pred": 67328, + "n_ref": 99343 + }, + "11": { + "Dice": 0.0, + "FN": 4651, + "FP": 0, + "IoU": 0.0, + "TN": 106642037, + "TP": 0, + "n_pred": 0, + "n_ref": 4651 + }, + "12": { + "Dice": 0.0, + "FN": 5470, + "FP": 0, + "IoU": 0.0, + "TN": 106641218, + "TP": 0, + "n_pred": 0, + "n_ref": 5470 + }, + "13": { + "Dice": 0.00018784193101505084, + "FN": 40939, + "FP": 1642, + "IoU": 9.392978748385582e-05, + "TN": 106604103, + "TP": 4, + "n_pred": 1646, + "n_ref": 40943 + }, + "14": { + "Dice": 0.026536918194147337, + "FN": 69306, + "FP": 319, + "IoU": 0.013446878453821521, + "TN": 106576114, + "TP": 949, + "n_pred": 1268, + "n_ref": 70255 + }, + "15": { + "Dice": 0.015195498691896929, + "FN": 26137, + "FP": 28821, + "IoU": 0.007655917084973457, + "TN": 106591306, + "TP": 424, + "n_pred": 29245, + "n_ref": 26561 + }, + "2": { + "Dice": 9.613381827503886e-05, + "FN": 186664, + "FP": 557, + "IoU": 4.8069219676333924e-05, + "TN": 106459458, + "TP": 9, + "n_pred": 566, + "n_ref": 186673 + }, + "3": { + "Dice": 0.10726176151421421, + "FN": 135962, + "FP": 105904, + "IoU": 0.05667015086038784, + "TN": 106390292, + "TP": 14530, + "n_pred": 120434, + "n_ref": 150492 + }, + "4": { + "Dice": 0.7463188511179786, + "FN": 1872, + "FP": 3710, + "IoU": 0.5953019647647357, + "TN": 106632895, + "TP": 8211, + "n_pred": 11921, + "n_ref": 10083 + }, + "5": { + "Dice": 0.0, + "FN": 4442, + "FP": 0, + "IoU": 0.0, + "TN": 106642246, + "TP": 0, + "n_pred": 0, + "n_ref": 4442 + }, + "6": { + "Dice": 0.8605905008395518, + "FN": 155028, + "FP": 207049, + "IoU": 0.7552951783126798, + "TN": 105167040, + "TP": 1117571, + "n_pred": 1324620, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.2150289076463985, + "FN": 294795, + "FP": 12186, + "IoU": 0.12046632495480292, + "TN": 106297661, + "TP": 42046, + "n_pred": 54232, + "n_ref": 336841 + }, + "8": { + "Dice": 0.23927539925246347, + "FN": 59764, + "FP": 11878, + "IoU": 0.1358959823420859, + "TN": 106563779, + "TP": 11267, + "n_pred": 23145, + "n_ref": 71031 + }, + "9": { + "Dice": 0.30635685174403215, + "FN": 67720, + "FP": 10910, + "IoU": 0.18088630539408712, + "TN": 106550694, + "TP": 17364, + "n_pred": 28274, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.30848049960709706, + "FN": 124909, + "FP": 8853, + "IoU": 0.18236886984480155, + "TN": 107963331, + "TP": 29835, + "n_pred": 38688, + "n_ref": 154744 + }, + "10": { + "Dice": 0.0005418252121122564, + "FN": 81119, + "FP": 44, + "IoU": 0.00027098601958489867, + "TN": 108045743, + "TP": 22, + "n_pred": 66, + "n_ref": 81141 + }, + "11": { + "Dice": 0.0, + "FN": 3037, + "FP": 0, + "IoU": 0.0, + "TN": 108123891, + "TP": 0, + "n_pred": 0, + "n_ref": 3037 + }, + "12": { + "Dice": 0.0, + "FN": 3974, + "FP": 0, + "IoU": 0.0, + "TN": 108122954, + "TP": 0, + "n_pred": 0, + "n_ref": 3974 + }, + "13": { + "Dice": 0.0, + "FN": 77422, + "FP": 0, + "IoU": 0.0, + "TN": 108049506, + "TP": 0, + "n_pred": 0, + "n_ref": 77422 + }, + "14": { + "Dice": 0.23182783781287522, + "FN": 31108, + "FP": 27111, + "IoU": 0.13111157542833263, + "TN": 108059924, + "TP": 8785, + "n_pred": 35896, + "n_ref": 39893 + }, + "15": { + "Dice": 0.573806325880277, + "FN": 5443, + "FP": 26923, + "IoU": 0.4023340842781697, + "TN": 108072774, + "TP": 21788, + "n_pred": 48711, + "n_ref": 27231 + }, + "2": { + "Dice": 0.05670336299200724, + "FN": 184758, + "FP": 2892, + "IoU": 0.02917895390346112, + "TN": 107933638, + "TP": 5640, + "n_pred": 8532, + "n_ref": 190398 + }, + "3": { + "Dice": 0.058600462736288314, + "FN": 194132, + "FP": 1986, + "IoU": 0.03018464855455885, + "TN": 107924706, + "TP": 6104, + "n_pred": 8090, + "n_ref": 200236 + }, + "4": { + "Dice": 0.4793591180301057, + "FN": 17482, + "FP": 16898, + "IoU": 0.3152349274005617, + "TN": 108076721, + "TP": 15827, + "n_pred": 32725, + "n_ref": 33309 + }, + "5": { + "Dice": 0.0, + "FN": 3877, + "FP": 0, + "IoU": 0.0, + "TN": 108123051, + "TP": 0, + "n_pred": 0, + "n_ref": 3877 + }, + "6": { + "Dice": 0.8202689921973649, + "FN": 174969, + "FP": 396659, + "IoU": 0.6953017143502878, + "TN": 106250882, + "TP": 1304418, + "n_pred": 1701077, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.24987298353914372, + "FN": 204006, + "FP": 110475, + "IoU": 0.14277419935179456, + "TN": 107760069, + "TP": 52378, + "n_pred": 162853, + "n_ref": 256384 + }, + "8": { + "Dice": 0.03433124644280023, + "FN": 42417, + "FP": 0, + "IoU": 0.01746542818095481, + "TN": 108083757, + "TP": 754, + "n_pred": 754, + "n_ref": 43171 + }, + "9": { + "Dice": 0.08876600698486613, + "FN": 58078, + "FP": 17066, + "IoU": 0.046444342926754985, + "TN": 108048124, + "TP": 3660, + "n_pred": 20726, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.036420526486751655, + "FN": 121746, + "FP": 23609, + "IoU": 0.01854802771063186, + "TN": 62422058, + "TP": 2747, + "n_pred": 26356, + "n_ref": 124493 + }, + "10": { + "Dice": 0.0, + "FN": 59146, + "FP": 0, + "IoU": 0.0, + "TN": 62511014, + "TP": 0, + "n_pred": 0, + "n_ref": 59146 + }, + "11": { + "Dice": 0.0, + "FN": 2052, + "FP": 0, + "IoU": 0.0, + "TN": 62568108, + "TP": 0, + "n_pred": 0, + "n_ref": 2052 + }, + "12": { + "Dice": 0.0, + "FN": 4267, + "FP": 0, + "IoU": 0.0, + "TN": 62565893, + "TP": 0, + "n_pred": 0, + "n_ref": 4267 + }, + "13": { + "Dice": 0.0, + "FN": 41709, + "FP": 0, + "IoU": 0.0, + "TN": 62528451, + "TP": 0, + "n_pred": 0, + "n_ref": 41709 + }, + "14": { + "Dice": 0.6135094559297757, + "FN": 194245, + "FP": 7585, + "IoU": 0.44249090522373014, + "TN": 62208139, + "TP": 160191, + "n_pred": 167776, + "n_ref": 354436 + }, + "15": { + "Dice": 0.2706868936961889, + "FN": 71988, + "FP": 32287, + "IoU": 0.15652856195298723, + "TN": 62446534, + "TP": 19351, + "n_pred": 51638, + "n_ref": 91339 + }, + "2": { + "Dice": 0.0, + "FN": 167012, + "FP": 0, + "IoU": 0.0, + "TN": 62403148, + "TP": 0, + "n_pred": 0, + "n_ref": 167012 + }, + "3": { + "Dice": 0.042659287010325425, + "FN": 195266, + "FP": 24751, + "IoU": 0.021794512691235512, + "TN": 62345241, + "TP": 4902, + "n_pred": 29653, + "n_ref": 200168 + }, + "4": { + "Dice": 0.7041107193758908, + "FN": 4707, + "FP": 11071, + "IoU": 0.5433417267228156, + "TN": 62535609, + "TP": 18773, + "n_pred": 29844, + "n_ref": 23480 + }, + "5": { + "Dice": 0.0, + "FN": 8175, + "FP": 0, + "IoU": 0.0, + "TN": 62561985, + "TP": 0, + "n_pred": 0, + "n_ref": 8175 + }, + "6": { + "Dice": 0.7801861823063991, + "FN": 209340, + "FP": 494013, + "IoU": 0.639594478263543, + "TN": 60618600, + "TP": 1248207, + "n_pred": 1742220, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.22637064954949648, + "FN": 162411, + "FP": 8370, + "IoU": 0.12763131682050602, + "TN": 62374393, + "TP": 24986, + "n_pred": 33356, + "n_ref": 187397 + }, + "8": { + "Dice": 0.0, + "FN": 70124, + "FP": 0, + "IoU": 0.0, + "TN": 62500036, + "TP": 0, + "n_pred": 0, + "n_ref": 70124 + }, + "9": { + "Dice": 0.06774512672602377, + "FN": 47165, + "FP": 19742, + "IoU": 0.035060140182872304, + "TN": 62500822, + "TP": 2431, + "n_pred": 22173, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.11855441811026611, + "FN": 261970, + "FP": 16662, + "IoU": 0.06301240878367018, + "TN": 55083878, + "TP": 18738, + "n_pred": 35400, + "n_ref": 280708 + }, + "10": { + "Dice": 0.0, + "FN": 76569, + "FP": 0, + "IoU": 0.0, + "TN": 55304679, + "TP": 0, + "n_pred": 0, + "n_ref": 76569 + }, + "11": { + "Dice": 0.0, + "FN": 4327, + "FP": 0, + "IoU": 0.0, + "TN": 55376921, + "TP": 0, + "n_pred": 0, + "n_ref": 4327 + }, + "12": { + "Dice": 0.0, + "FN": 4728, + "FP": 0, + "IoU": 0.0, + "TN": 55376520, + "TP": 0, + "n_pred": 0, + "n_ref": 4728 + }, + "13": { + "Dice": 0.0, + "FN": 54871, + "FP": 0, + "IoU": 0.0, + "TN": 55326377, + "TP": 0, + "n_pred": 0, + "n_ref": 54871 + }, + "14": { + "Dice": 0.4270169132671902, + "FN": 60496, + "FP": 32600, + "IoU": 0.27146948805033416, + "TN": 55253462, + "TP": 34690, + "n_pred": 67290, + "n_ref": 95186 + }, + "15": { + "Dice": 0.7733248067332635, + "FN": 12884, + "FP": 31069, + "IoU": 0.6304234494820395, + "TN": 55262320, + "TP": 74975, + "n_pred": 106044, + "n_ref": 87859 + }, + "2": { + "Dice": 0.0, + "FN": 195368, + "FP": 0, + "IoU": 0.0, + "TN": 55185880, + "TP": 0, + "n_pred": 0, + "n_ref": 195368 + }, + "3": { + "Dice": 0.00633667530034694, + "FN": 183226, + "FP": 24706, + "IoU": 0.0031784079196529157, + "TN": 55172653, + "TP": 663, + "n_pred": 25369, + "n_ref": 183889 + }, + "4": { + "Dice": 0.10952755021883066, + "FN": 6921, + "FP": 1014, + "IoU": 0.057936602160750326, + "TN": 55372825, + "TP": 488, + "n_pred": 1502, + "n_ref": 7409 + }, + "5": { + "Dice": 0.0, + "FN": 5640, + "FP": 0, + "IoU": 0.0, + "TN": 55375608, + "TP": 0, + "n_pred": 0, + "n_ref": 5640 + }, + "6": { + "Dice": 0.8049645107436466, + "FN": 185862, + "FP": 450366, + "IoU": 0.673590464869424, + "TN": 53432077, + "TP": 1312943, + "n_pred": 1763309, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.43723818215839094, + "FN": 118003, + "FP": 29368, + "IoU": 0.27978555475733186, + "TN": 55176627, + "TP": 57250, + "n_pred": 86618, + "n_ref": 175253 + }, + "8": { + "Dice": 0.001953373816297932, + "FN": 47006, + "FP": 0, + "IoU": 0.000977641758054918, + "TN": 55334196, + "TP": 46, + "n_pred": 46, + "n_ref": 47052 + }, + "9": { + "Dice": 0.18972919418758255, + "FN": 44022, + "FP": 14862, + "IoU": 0.10480707835446502, + "TN": 55315470, + "TP": 6894, + "n_pred": 21756, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5026657226263678, + "FN": 176212, + "FP": 46455, + "IoU": 0.335707083062346, + "TN": 110811421, + "TP": 112527, + "n_pred": 158982, + "n_ref": 288739 + }, + "10": { + "Dice": 0.00043216249309740464, + "FN": 82256, + "FP": 1010, + "IoU": 0.00021612794774506508, + "TN": 111063331, + "TP": 18, + "n_pred": 1028, + "n_ref": 82274 + }, + "11": { + "Dice": 0.0, + "FN": 3634, + "FP": 0, + "IoU": 0.0, + "TN": 111142981, + "TP": 0, + "n_pred": 0, + "n_ref": 3634 + }, + "12": { + "Dice": 0.0, + "FN": 3104, + "FP": 0, + "IoU": 0.0, + "TN": 111143511, + "TP": 0, + "n_pred": 0, + "n_ref": 3104 + }, + "13": { + "Dice": 0.0, + "FN": 62594, + "FP": 608, + "IoU": 0.0, + "TN": 111083413, + "TP": 0, + "n_pred": 608, + "n_ref": 62594 + }, + "14": { + "Dice": 0.09477666621805513, + "FN": 37947, + "FP": 22588, + "IoU": 0.04974569885721462, + "TN": 111082911, + "TP": 3169, + "n_pred": 25757, + "n_ref": 41116 + }, + "15": { + "Dice": 0.23565126648325585, + "FN": 16670, + "FP": 39729, + "IoU": 0.13356274868265405, + "TN": 111081522, + "TP": 8694, + "n_pred": 48423, + "n_ref": 25364 + }, + "2": { + "Dice": 0.0, + "FN": 155887, + "FP": 0, + "IoU": 0.0, + "TN": 110990728, + "TP": 0, + "n_pred": 0, + "n_ref": 155887 + }, + "3": { + "Dice": 4.741115347385472e-05, + "FN": 244555, + "FP": 8538, + "IoU": 2.370613870461756e-05, + "TN": 110893516, + "TP": 6, + "n_pred": 8544, + "n_ref": 244561 + }, + "4": { + "Dice": 0.33247955423744047, + "FN": 11439, + "FP": 18271, + "IoU": 0.19938559379126358, + "TN": 111109506, + "TP": 7399, + "n_pred": 25670, + "n_ref": 18838 + }, + "5": { + "Dice": 0.0, + "FN": 4767, + "FP": 0, + "IoU": 0.0, + "TN": 111141848, + "TP": 0, + "n_pred": 0, + "n_ref": 4767 + }, + "6": { + "Dice": 0.8362615010764693, + "FN": 155563, + "FP": 411720, + "IoU": 0.7185991542344086, + "TN": 109130690, + "TP": 1448642, + "n_pred": 1860362, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.03861691060595136, + "FN": 369327, + "FP": 97362, + "IoU": 0.019688611987514232, + "TN": 110670553, + "TP": 9373, + "n_pred": 106735, + "n_ref": 378700 + }, + "8": { + "Dice": 0.09607353511000129, + "FN": 76086, + "FP": 7896, + "IoU": 0.05046073831194528, + "TN": 111058170, + "TP": 4463, + "n_pred": 12359, + "n_ref": 80549 + }, + "9": { + "Dice": 0.12146653497013311, + "FN": 50689, + "FP": 24025, + "IoU": 0.06466029870178645, + "TN": 111066736, + "TP": 5165, + "n_pred": 29190, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.38407254740313274, + "FN": 143956, + "FP": 42824, + "IoU": 0.237679325755566, + "TN": 96876010, + "TP": 58235, + "n_pred": 101059, + "n_ref": 202191 + }, + "10": { + "Dice": 0.05081016721022933, + "FN": 72438, + "FP": 904, + "IoU": 0.02606732620675918, + "TN": 97045720, + "TP": 1963, + "n_pred": 2867, + "n_ref": 74401 + }, + "11": { + "Dice": 0.0, + "FN": 3912, + "FP": 0, + "IoU": 0.0, + "TN": 97117113, + "TP": 0, + "n_pred": 0, + "n_ref": 3912 + }, + "12": { + "Dice": 0.0, + "FN": 5283, + "FP": 0, + "IoU": 0.0, + "TN": 97115742, + "TP": 0, + "n_pred": 0, + "n_ref": 5283 + }, + "13": { + "Dice": 0.0, + "FN": 51371, + "FP": 177, + "IoU": 0.0, + "TN": 97069477, + "TP": 0, + "n_pred": 177, + "n_ref": 51371 + }, + "14": { + "Dice": 0.49956745947039066, + "FN": 88841, + "FP": 245, + "IoU": 0.33294896369953275, + "TN": 96987473, + "TP": 44466, + "n_pred": 44711, + "n_ref": 133307 + }, + "15": { + "Dice": 0.49676612412158716, + "FN": 38314, + "FP": 22842, + "IoU": 0.3304649609704295, + "TN": 97029684, + "TP": 30185, + "n_pred": 53027, + "n_ref": 68499 + }, + "2": { + "Dice": 0.0, + "FN": 167394, + "FP": 0, + "IoU": 0.0, + "TN": 96953631, + "TP": 0, + "n_pred": 0, + "n_ref": 167394 + }, + "3": { + "Dice": 0.17372274747233737, + "FN": 196545, + "FP": 25089, + "IoU": 0.09512397267824262, + "TN": 96876092, + "TP": 23299, + "n_pred": 48388, + "n_ref": 219844 + }, + "4": { + "Dice": 0.22264957264957264, + "FN": 13065, + "FP": 16039, + "IoU": 0.12527049771579707, + "TN": 97087753, + "TP": 4168, + "n_pred": 20207, + "n_ref": 17233 + }, + "5": { + "Dice": 0.0, + "FN": 12458, + "FP": 0, + "IoU": 0.0, + "TN": 97108567, + "TP": 0, + "n_pred": 0, + "n_ref": 12458 + }, + "6": { + "Dice": 0.8024070801592378, + "FN": 148721, + "FP": 559963, + "IoU": 0.6700165530921223, + "TN": 94973390, + "TP": 1438951, + "n_pred": 1998914, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.09936714656846915, + "FN": 306149, + "FP": 67565, + "IoU": 0.05228108437095833, + "TN": 96726695, + "TP": 20616, + "n_pred": 88181, + "n_ref": 326765 + }, + "8": { + "Dice": 0.030211944569820706, + "FN": 98535, + "FP": 2450, + "IoU": 0.01533766259092416, + "TN": 97018467, + "TP": 1573, + "n_pred": 4023, + "n_ref": 100108 + }, + "9": { + "Dice": 0.11570626017896682, + "FN": 89122, + "FP": 7526, + "IoU": 0.061405638480737296, + "TN": 97018054, + "TP": 6323, + "n_pred": 13849, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4131874071071477, + "FN": 145150, + "FP": 2512, + "IoU": 0.2603882833787466, + "TN": 78856757, + "TP": 51986, + "n_pred": 54498, + "n_ref": 197136 + }, + "10": { + "Dice": 0.0, + "FN": 93012, + "FP": 0, + "IoU": 0.0, + "TN": 78963393, + "TP": 0, + "n_pred": 0, + "n_ref": 93012 + }, + "11": { + "Dice": 0.0, + "FN": 3009, + "FP": 0, + "IoU": 0.0, + "TN": 79053396, + "TP": 0, + "n_pred": 0, + "n_ref": 3009 + }, + "12": { + "Dice": 0.0, + "FN": 3004, + "FP": 0, + "IoU": 0.0, + "TN": 79053401, + "TP": 0, + "n_pred": 0, + "n_ref": 3004 + }, + "13": { + "Dice": 0.0, + "FN": 65475, + "FP": 629, + "IoU": 0.0, + "TN": 78990301, + "TP": 0, + "n_pred": 629, + "n_ref": 65475 + }, + "14": { + "Dice": 0.2590036054631479, + "FN": 28216, + "FP": 27069, + "IoU": 0.14876745654148768, + "TN": 78991458, + "TP": 9662, + "n_pred": 36731, + "n_ref": 37878 + }, + "15": { + "Dice": 0.4034936462120928, + "FN": 22386, + "FP": 25353, + "IoU": 0.2527353838929326, + "TN": 78992520, + "TP": 16146, + "n_pred": 41499, + "n_ref": 38532 + }, + "2": { + "Dice": 0.019800939230391813, + "FN": 111617, + "FP": 259, + "IoU": 0.009999469054740456, + "TN": 78943399, + "TP": 1130, + "n_pred": 1389, + "n_ref": 112747 + }, + "3": { + "Dice": 0.3499347586068453, + "FN": 95232, + "FP": 1917, + "IoU": 0.21207328645465826, + "TN": 78933108, + "TP": 26148, + "n_pred": 28065, + "n_ref": 121380 + }, + "4": { + "Dice": 0.016379310344827588, + "FN": 8349, + "FP": 7625, + "IoU": 0.008257279443720122, + "TN": 79040298, + "TP": 133, + "n_pred": 7758, + "n_ref": 8482 + }, + "5": { + "Dice": 0.0, + "FN": 4958, + "FP": 0, + "IoU": 0.0, + "TN": 79051447, + "TP": 0, + "n_pred": 0, + "n_ref": 4958 + }, + "6": { + "Dice": 0.7662255585649784, + "FN": 225675, + "FP": 441258, + "IoU": 0.6210418475469228, + "TN": 77296493, + "TP": 1092979, + "n_pred": 1534237, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.10996694332802207, + "FN": 446222, + "FP": 2878, + "IoU": 0.05818255026801218, + "TN": 78579561, + "TP": 27744, + "n_pred": 30622, + "n_ref": 473966 + }, + "8": { + "Dice": 0.0, + "FN": 31527, + "FP": 7696, + "IoU": 0.0, + "TN": 79017182, + "TP": 0, + "n_pred": 7696, + "n_ref": 31527 + }, + "9": { + "Dice": 0.004697977411469074, + "FN": 71119, + "FP": 1760, + "IoU": 0.0023545194453190236, + "TN": 78983354, + "TP": 172, + "n_pred": 1932, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.28579965110339356, + "FN": 188941, + "FP": 33366, + "IoU": 0.16672476544959086, + "TN": 122445153, + "TP": 44480, + "n_pred": 77846, + "n_ref": 233421 + }, + "10": { + "Dice": 0.10497954895118015, + "FN": 103402, + "FP": 15855, + "IoU": 0.05539758100925933, + "TN": 122585689, + "TP": 6994, + "n_pred": 22849, + "n_ref": 110396 + }, + "11": { + "Dice": 0.0, + "FN": 4182, + "FP": 0, + "IoU": 0.0, + "TN": 122707758, + "TP": 0, + "n_pred": 0, + "n_ref": 4182 + }, + "12": { + "Dice": 0.0, + "FN": 6290, + "FP": 0, + "IoU": 0.0, + "TN": 122705650, + "TP": 0, + "n_pred": 0, + "n_ref": 6290 + }, + "13": { + "Dice": 0.0, + "FN": 53800, + "FP": 0, + "IoU": 0.0, + "TN": 122658140, + "TP": 0, + "n_pred": 0, + "n_ref": 53800 + }, + "14": { + "Dice": 0.1575910981081836, + "FN": 98107, + "FP": 4399, + "IoU": 0.08553535425624922, + "TN": 122599846, + "TP": 9588, + "n_pred": 13987, + "n_ref": 107695 + }, + "15": { + "Dice": 0.5316714685373084, + "FN": 25623, + "FP": 19241, + "IoU": 0.3620929901891085, + "TN": 122641610, + "TP": 25466, + "n_pred": 44707, + "n_ref": 51089 + }, + "2": { + "Dice": 0.0, + "FN": 136941, + "FP": 0, + "IoU": 0.0, + "TN": 122574999, + "TP": 0, + "n_pred": 0, + "n_ref": 136941 + }, + "3": { + "Dice": 0.0002956720996414976, + "FN": 145852, + "FP": 43491, + "IoU": 0.00014785790854988357, + "TN": 122522569, + "TP": 28, + "n_pred": 43519, + "n_ref": 145880 + }, + "4": { + "Dice": 0.580426630819301, + "FN": 32660, + "FP": 14782, + "IoU": 0.4088739922997371, + "TN": 122631683, + "TP": 32815, + "n_pred": 47597, + "n_ref": 65475 + }, + "5": { + "Dice": 0.0, + "FN": 17209, + "FP": 0, + "IoU": 0.0, + "TN": 122694731, + "TP": 0, + "n_pred": 0, + "n_ref": 17209 + }, + "6": { + "Dice": 0.7628305078126174, + "FN": 187326, + "FP": 760002, + "IoU": 0.6165933711022018, + "TN": 120241122, + "TP": 1523490, + "n_pred": 2283492, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.07875570655058924, + "FN": 540261, + "FP": 67143, + "IoU": 0.040992031476221526, + "TN": 122078573, + "TP": 25963, + "n_pred": 93106, + "n_ref": 566224 + }, + "8": { + "Dice": 0.11082321187584346, + "FN": 128238, + "FP": 3538, + "IoU": 0.05866217104323228, + "TN": 122571952, + "TP": 8212, + "n_pred": 11750, + "n_ref": 136450 + }, + "9": { + "Dice": 0.269588279654626, + "FN": 58838, + "FP": 27363, + "IoU": 0.15579429824990942, + "TN": 122609831, + "TP": 15908, + "n_pred": 43271, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/loop_002/summary_cross_val.json b/nnActive_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/loop_002/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..5660419492b88336ff41bee20ae0ce24ec7951dc --- /dev/null +++ b/nnActive_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/loop_002/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": NaN, + "FN": 395.1311111111111, + "FP": 365.1844444444444, + "IoU": NaN, + "TN": 64462.65777777778, + "TP": 313.02666666666664, + "n_pred": 678.2111111111111, + "n_ref": 708.1577777777777 + }, + "mean": { + "1": { + "Dice": 0.2922008198943596, + "FN": 91.06666666666666, + "FP": 29.933333333333334, + "IoU": 0.26274631742652915, + "TN": 65034.23333333333, + "TP": 380.76666666666665, + "n_pred": 410.7, + "n_ref": 471.8333333333333 + }, + "10": { + "Dice": 0.02188861985472155, + "FN": 19.566666666666666, + "FP": 329.76666666666665, + "IoU": 0.011852318019718902, + "TN": 65167.833333333336, + "TP": 18.833333333333332, + "n_pred": 348.6, + "n_ref": 38.4 + }, + "11": { + "Dice": 0.0, + "FN": 2.7333333333333334, + "FP": 0.0, + "IoU": 0.0, + "TN": 65533.26666666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 2.7333333333333334 + }, + "12": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 65536.0, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "13": { + "Dice": 0.0020597322348094747, + "FN": 377.8333333333333, + "FP": 0.0, + "IoU": 0.001034126163391934, + "TN": 65157.63333333333, + "TP": 0.5333333333333333, + "n_pred": 0.5333333333333333, + "n_ref": 378.3666666666667 + }, + "14": { + "Dice": 0.04276808760791113, + "FN": 124.13333333333334, + "FP": 1588.4333333333334, + "IoU": 0.026502353468782935, + "TN": 63666.1, + "TP": 157.33333333333334, + "n_pred": 1745.7666666666667, + "n_ref": 281.46666666666664 + }, + "15": { + "Dice": 0.132791451010184, + "FN": 582.2333333333333, + "FP": 404.46666666666664, + "IoU": 0.10938953232703126, + "TN": 64281.86666666667, + "TP": 267.43333333333334, + "n_pred": 671.9, + "n_ref": 849.6666666666666 + }, + "2": { + "Dice": 0.0, + "FN": 124.66666666666667, + "FP": 507.7, + "IoU": 0.0, + "TN": 64903.63333333333, + "TP": 0.0, + "n_pred": 507.7, + "n_ref": 124.66666666666667 + }, + "3": { + "Dice": 0.005741142584681854, + "FN": 490.2, + "FP": 523.7, + "IoU": 0.0029294353637464997, + "TN": 64512.26666666667, + "TP": 9.833333333333334, + "n_pred": 533.5333333333333, + "n_ref": 500.03333333333336 + }, + "4": { + "Dice": 0.21670142145359747, + "FN": 634.2333333333333, + "FP": 34.8, + "IoU": 0.1602543468225881, + "TN": 64641.23333333333, + "TP": 225.73333333333332, + "n_pred": 260.53333333333336, + "n_ref": 859.9666666666667 + }, + "5": { + "Dice": 0.0, + "FN": 306.3333333333333, + "FP": 0.0, + "IoU": 0.0, + "TN": 65229.666666666664, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 306.3333333333333 + }, + "6": { + "Dice": 0.4180739393724921, + "FN": 2176.6666666666665, + "FP": 1196.1666666666667, + "IoU": 0.3616939040532418, + "TN": 58877.933333333334, + "TP": 3285.233333333333, + "n_pred": 4481.4, + "n_ref": 5461.9 + }, + "7": { + "Dice": 0.24175845158990458, + "FN": 289.3666666666667, + "FP": 639.5666666666667, + "IoU": 0.18558231538417355, + "TN": 64340.5, + "TP": 266.56666666666666, + "n_pred": 906.1333333333333, + "n_ref": 555.9333333333333 + }, + "8": { + "Dice": 0.00020977554017201594, + "FN": 388.5, + "FP": 31.766666666666666, + "IoU": 0.0001049648367796788, + "TN": 65115.7, + "TP": 0.03333333333333333, + "n_pred": 31.8, + "n_ref": 388.53333333333336 + }, + "9": { + "Dice": 0.10444787209138023, + "FN": 319.43333333333334, + "FP": 191.46666666666667, + "IoU": 0.06193950285786127, + "TN": 64942.0, + "TP": 83.1, + "n_pred": 274.56666666666666, + "n_ref": 402.53333333333336 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 114667, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2956, + "IoU": 0.0, + "TN": 111732, + "TP": 0, + "n_pred": 2956, + "n_ref": 0 + }, + "15": { + "Dice": 0.8343198666743291, + "FN": 2864, + "FP": 19, + "IoU": 0.7157365411161507, + "TN": 104546, + "TP": 7259, + "n_pred": 7278, + "n_ref": 10123 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9880462724935732, + "FN": 372, + "FP": 0, + "IoU": 0.9763749523688556, + "TN": 98942, + "TP": 15374, + "n_pred": 15374, + "n_ref": 15746 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 316, + "IoU": 0.0, + "TN": 97988, + "TP": 0, + "n_pred": 316, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 75, + "FP": 0, + "IoU": 0.0, + "TN": 98229, + "TP": 0, + "n_pred": 0, + "n_ref": 75 + }, + "6": { + "Dice": 0.8510127439512405, + "FN": 4545, + "FP": 295, + "IoU": 0.7406633445855436, + "TN": 79641, + "TP": 13823, + "n_pred": 14118, + "n_ref": 18368 + }, + "7": { + "Dice": 0.8037713612256924, + "FN": 419, + "FP": 247, + "IoU": 0.6719211822660098, + "TN": 96274, + "TP": 1364, + "n_pred": 1611, + "n_ref": 1783 + }, + "8": { + "Dice": 0.0, + "FN": 6079, + "FP": 0, + "IoU": 0.0, + "TN": 92225, + "TP": 0, + "n_pred": 0, + "n_ref": 6079 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 205, + "IoU": 0.0, + "TN": 98099, + "TP": 0, + "n_pred": 205, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 131069, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 6469, + "IoU": 0.0, + "TN": 124603, + "TP": 0, + "n_pred": 6469, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 8267, + "IoU": 0.0, + "TN": 122805, + "TP": 0, + "n_pred": 8267, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 366, + "IoU": 0.0, + "TN": 130706, + "TP": 0, + "n_pred": 366, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7558746736292428, + "FN": 2899, + "FP": 467, + "IoU": 0.6075550891920252, + "TN": 122495, + "TP": 5211, + "n_pred": 5678, + "n_ref": 8110 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 494, + "IoU": 0.0, + "TN": 130578, + "TP": 0, + "n_pred": 494, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 81918, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 141, + "IoU": 0.0, + "TN": 81779, + "TP": 0, + "n_pred": 141, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.15322033898305085, + "FN": 299, + "FP": 5946, + "IoU": 0.08296622613803231, + "TN": 75110, + "TP": 565, + "n_pred": 6511, + "n_ref": 864 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 7279, + "FP": 0, + "IoU": 0.0, + "TN": 74641, + "TP": 0, + "n_pred": 0, + "n_ref": 7279 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 390, + "FP": 0, + "IoU": 0.0, + "TN": 81530, + "TP": 0, + "n_pred": 0, + "n_ref": 390 + }, + "9": { + "Dice": 0.0, + "FN": 20, + "FP": 930, + "IoU": 0.0, + "TN": 80970, + "TP": 0, + "n_pred": 930, + "n_ref": 20 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.009850350445160068, + "FN": 5227, + "FP": 0, + "IoU": 0.004949552636588616, + "TN": 43899, + "TP": 26, + "n_pred": 26, + "n_ref": 5253 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 3740, + "FP": 915, + "IoU": 0.0, + "TN": 60881, + "TP": 0, + "n_pred": 915, + "n_ref": 3740 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 532, + "IoU": 0.0, + "TN": 65004, + "TP": 0, + "n_pred": 532, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.900788960057179, + "FN": 0, + "FP": 3609, + "IoU": 0.8194868203871355, + "TN": 45543, + "TP": 16384, + "n_pred": 19993, + "n_ref": 16384 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 34, + "IoU": 0.0, + "TN": 32734, + "TP": 0, + "n_pred": 34, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 6089, + "FP": 0, + "IoU": 0.0, + "TN": 26679, + "TP": 0, + "n_pred": 0, + "n_ref": 6089 + }, + "6": { + "Dice": 0.0, + "FN": 452, + "FP": 2900, + "IoU": 0.0, + "TN": 29416, + "TP": 0, + "n_pred": 2900, + "n_ref": 452 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3401, + "IoU": 0.0, + "TN": 29367, + "TP": 0, + "n_pred": 3401, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 1556, + "FP": 0, + "IoU": 0.0, + "TN": 31212, + "TP": 0, + "n_pred": 0, + "n_ref": 1556 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1783, + "IoU": 0.0, + "TN": 30985, + "TP": 0, + "n_pred": 1783, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7520372526193247, + "FN": 2753, + "FP": 442, + "IoU": 0.6026119402985075, + "TN": 24728, + "TP": 4845, + "n_pred": 5287, + "n_ref": 7598 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.666391070690368, + "FN": 553, + "FP": 254, + "IoU": 0.49969001859888407, + "TN": 31155, + "TP": 806, + "n_pred": 1060, + "n_ref": 1359 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 323, + "IoU": 0.0, + "TN": 32445, + "TP": 0, + "n_pred": 323, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8018151326822531, + "FN": 2009, + "FP": 0, + "IoU": 0.6691915033755969, + "TN": 75847, + "TP": 4064, + "n_pred": 4064, + "n_ref": 6073 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.08051300320627004, + "FN": 2581, + "FP": 0, + "IoU": 0.04194506310319228, + "TN": 79226, + "TP": 113, + "n_pred": 113, + "n_ref": 2694 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 615, + "FP": 0, + "IoU": 0.0, + "TN": 81305, + "TP": 0, + "n_pred": 0, + "n_ref": 615 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 3026, + "FP": 0, + "IoU": 0.0, + "TN": 78894, + "TP": 0, + "n_pred": 0, + "n_ref": 3026 + }, + "6": { + "Dice": 0.06628787878787878, + "FN": 98, + "FP": 888, + "IoU": 0.034280117531831536, + "TN": 80899, + "TP": 35, + "n_pred": 923, + "n_ref": 133 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 2588, + "FP": 0, + "IoU": 0.0, + "TN": 79332, + "TP": 0, + "n_pred": 0, + "n_ref": 2588 + }, + "9": { + "Dice": 0.3272326957479015, + "FN": 3662, + "FP": 1227, + "IoU": 0.1956235603817045, + "TN": 75842, + "TP": 1189, + "n_pred": 2416, + "n_ref": 4851 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 648, + "IoU": 0.0, + "TN": 48504, + "TP": 0, + "n_pred": 648, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8043422639716364, + "FN": 5353, + "FP": 0, + "IoU": 0.6727194913181707, + "TN": 32796, + "TP": 11003, + "n_pred": 11003, + "n_ref": 16356 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 3646, + "IoU": 0.0, + "TN": 127426, + "TP": 0, + "n_pred": 3646, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4063, + "IoU": 0.0, + "TN": 127009, + "TP": 0, + "n_pred": 4063, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 61, + "IoU": 0.0, + "TN": 131011, + "TP": 0, + "n_pred": 61, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.10139492215956615, + "FN": 33305, + "FP": 0, + "IoU": 0.053404956798544796, + "TN": 95888, + "TP": 1879, + "n_pred": 1879, + "n_ref": 35184 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 389, + "IoU": 0.0, + "TN": 130683, + "TP": 0, + "n_pred": 389, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 6410, + "FP": 0, + "IoU": 0.0, + "TN": 59126, + "TP": 0, + "n_pred": 0, + "n_ref": 6410 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.07173850159097483, + "FN": 9, + "FP": 3200, + "IoU": 0.0372037203720372, + "TN": 62203, + "TP": 124, + "n_pred": 3324, + "n_ref": 133 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.4327040480886635, + "FN": 1143, + "FP": 10937, + "IoU": 0.27608317852220293, + "TN": 98001, + "TP": 4607, + "n_pred": 15544, + "n_ref": 5750 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2955, + "IoU": 0.0, + "TN": 111733, + "TP": 0, + "n_pred": 2955, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 103, + "IoU": 0.0, + "TN": 114585, + "TP": 0, + "n_pred": 103, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.3172012965239745, + "FN": 6004, + "FP": 105, + "IoU": 0.18849628055260362, + "TN": 107160, + "TP": 1419, + "n_pred": 1524, + "n_ref": 7423 + }, + "7": { + "Dice": 0.8103593723637591, + "FN": 1093, + "FP": 1155, + "IoU": 0.6811799744717062, + "TN": 107637, + "TP": 4803, + "n_pred": 5958, + "n_ref": 5896 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 18, + "FP": 0, + "IoU": 0.0, + "TN": 16366, + "TP": 0, + "n_pred": 0, + "n_ref": 18 + }, + "10": { + "Dice": 0.0, + "FN": 288, + "FP": 0, + "IoU": 0.0, + "TN": 16096, + "TP": 0, + "n_pred": 0, + "n_ref": 288 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 10253, + "IoU": 0.0, + "TN": 6131, + "TP": 0, + "n_pred": 10253, + "n_ref": 0 + }, + "3": { + "Dice": 0.04018799809277297, + "FN": 14091, + "FP": 0, + "IoU": 0.0205060475462255, + "TN": 1998, + "TP": 295, + "n_pred": 295, + "n_ref": 14386 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 355, + "IoU": 0.0, + "TN": 16029, + "TP": 0, + "n_pred": 355, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 14535, + "IoU": 0.0, + "TN": 1849, + "TP": 0, + "n_pred": 14535, + "n_ref": 0 + }, + "15": { + "Dice": 0.09522029039695894, + "FN": 14519, + "FP": 0, + "IoU": 0.049990185173068115, + "TN": 1101, + "TP": 764, + "n_pred": 764, + "n_ref": 15283 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 7594, + "IoU": 0.0, + "TN": 107094, + "TP": 0, + "n_pred": 7594, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 114, + "IoU": 0.0, + "TN": 114574, + "TP": 0, + "n_pred": 114, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.3314698546486626, + "FN": 7537, + "FP": 236, + "IoU": 0.198659793814433, + "TN": 104988, + "TP": 1927, + "n_pred": 2163, + "n_ref": 9464 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9128296059028771, + "FN": 564, + "FP": 2484, + "IoU": 0.8396380280949124, + "TN": 95681, + "TP": 15959, + "n_pred": 18443, + "n_ref": 16523 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 7164, + "IoU": 0.0, + "TN": 107524, + "TP": 0, + "n_pred": 7164, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3367, + "IoU": 0.0, + "TN": 45785, + "TP": 0, + "n_pred": 3367, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 162, + "FP": 0, + "IoU": 0.0, + "TN": 48990, + "TP": 0, + "n_pred": 0, + "n_ref": 162 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6748, + "IoU": 0.0, + "TN": 42404, + "TP": 0, + "n_pred": 6748, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0014684287812041115, + "FN": 1042, + "FP": 318, + "IoU": 0.0007347538574577516, + "TN": 47791, + "TP": 1, + "n_pred": 319, + "n_ref": 1043 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 481, + "IoU": 0.0, + "TN": 48671, + "TP": 0, + "n_pred": 481, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 82, + "FP": 0, + "IoU": 0.0, + "TN": 81838, + "TP": 0, + "n_pred": 0, + "n_ref": 82 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 5067, + "IoU": 0.0, + "TN": 76853, + "TP": 0, + "n_pred": 5067, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2577, + "IoU": 0.0, + "TN": 79343, + "TP": 0, + "n_pred": 2577, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9238594017524423, + "FN": 1319, + "FP": 193, + "IoU": 0.8584932147870847, + "TN": 71235, + "TP": 9173, + "n_pred": 9366, + "n_ref": 10492 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.30715532286212915, + "FN": 376, + "FP": 21, + "IoU": 0.18144329896907216, + "TN": 81435, + "TP": 88, + "n_pred": 109, + "n_ref": 464 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 182, + "FP": 0, + "IoU": 0.0, + "TN": 65354, + "TP": 0, + "n_pred": 0, + "n_ref": 182 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2200, + "IoU": 0.0, + "TN": 63336, + "TP": 0, + "n_pred": 2200, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 12369, + "IoU": 0.0, + "TN": 53167, + "TP": 0, + "n_pred": 12369, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 511, + "IoU": 0.0, + "TN": 48641, + "TP": 0, + "n_pred": 511, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.061987704918032786, + "FN": 3661, + "FP": 1, + "IoU": 0.03198519693365054, + "TN": 45369, + "TP": 121, + "n_pred": 122, + "n_ref": 3782 + }, + "7": { + "Dice": 0.3971176941553243, + "FN": 393, + "FP": 3372, + "IoU": 0.24775224775224775, + "TN": 44147, + "TP": 1240, + "n_pred": 4612, + "n_ref": 1633 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 708, + "IoU": 0.0, + "TN": 48444, + "TP": 0, + "n_pred": 708, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 32, + "IoU": 0.0, + "TN": 81888, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.008238928939237899, + "FN": 3852, + "FP": 0, + "IoU": 0.004136504653567736, + "TN": 78052, + "TP": 16, + "n_pred": 16, + "n_ref": 3868 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 2327, + "FP": 0, + "IoU": 0.0, + "TN": 79593, + "TP": 0, + "n_pred": 0, + "n_ref": 2327 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.929873140575697, + "FN": 939, + "FP": 150, + "IoU": 0.8689372969069683, + "TN": 73611, + "TP": 7220, + "n_pred": 7370, + "n_ref": 8159 + }, + "7": { + "Dice": 0.40633608815426997, + "FN": 99, + "FP": 1625, + "IoU": 0.2549697493517718, + "TN": 79606, + "TP": 590, + "n_pred": 2215, + "n_ref": 689 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.3056428302123916, + "FN": 5525, + "FP": 0, + "IoU": 0.18038866636997478, + "TN": 75179, + "TP": 1216, + "n_pred": 1216, + "n_ref": 6741 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 42, + "FP": 0, + "IoU": 0.0, + "TN": 32726, + "TP": 0, + "n_pred": 0, + "n_ref": 42 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 3175, + "FP": 0, + "IoU": 0.0, + "TN": 29593, + "TP": 0, + "n_pred": 0, + "n_ref": 3175 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 179, + "IoU": 0.0, + "TN": 65357, + "TP": 0, + "n_pred": 179, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 7349, + "IoU": 0.0, + "TN": 58187, + "TP": 0, + "n_pred": 7349, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 3502, + "FP": 1898, + "IoU": 0.0, + "TN": 60136, + "TP": 0, + "n_pred": 1898, + "n_ref": 3502 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9513897866839043, + "FN": 523, + "FP": 229, + "IoU": 0.9072864011835778, + "TN": 57425, + "TP": 7359, + "n_pred": 7588, + "n_ref": 7882 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 138, + "IoU": 0.0, + "TN": 65398, + "TP": 0, + "n_pred": 138, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 84, + "FP": 0, + "IoU": 0.0, + "TN": 65452, + "TP": 0, + "n_pred": 0, + "n_ref": 84 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1266, + "IoU": 0.0, + "TN": 64270, + "TP": 0, + "n_pred": 1266, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 85, + "IoU": 0.0, + "TN": 65451, + "TP": 0, + "n_pred": 85, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0398.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.07357346216898426, + "FN": 478.0377777777778, + "FP": 271.8666666666667, + "IoU": 0.05896095707174615, + "TN": 68366.56222222223, + "TP": 242.46666666666664, + "n_pred": 514.3333333333333, + "n_ref": 720.5044444444444 + }, + "mean": { + "1": { + "Dice": 0.40543031811934593, + "FN": 143.56666666666666, + "FP": 32.86666666666667, + "IoU": 0.3409473862920007, + "TN": 68846.1, + "TP": 336.4, + "n_pred": 369.26666666666665, + "n_ref": 479.96666666666664 + }, + "10": { + "Dice": 0.0, + "FN": 555.9333333333333, + "FP": 82.9, + "IoU": 0.0, + "TN": 68720.1, + "TP": 0.0, + "n_pred": 82.9, + "n_ref": 555.9333333333333 + }, + "11": { + "Dice": 0.0, + "FN": 50.733333333333334, + "FP": 0.0, + "IoU": 0.0, + "TN": 69308.2, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 50.733333333333334 + }, + "12": { + "Dice": 0.0, + "FN": 87.46666666666667, + "FP": 0.0, + "IoU": 0.0, + "TN": 69271.46666666666, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 87.46666666666667 + }, + "13": { + "Dice": 0.0, + "FN": 153.6, + "FP": 33.96666666666667, + "IoU": 0.0, + "TN": 69171.36666666667, + "TP": 0.0, + "n_pred": 33.96666666666667, + "n_ref": 153.6 + }, + "14": { + "Dice": 0.00784622817481501, + "FN": 1961.5, + "FP": 89.93333333333334, + "IoU": 0.0040814350584466325, + "TN": 67263.06666666667, + "TP": 44.43333333333333, + "n_pred": 134.36666666666667, + "n_ref": 2005.9333333333334 + }, + "15": { + "Dice": 0.0, + "FN": 0.0, + "FP": 1061.2, + "IoU": 0.0, + "TN": 68297.73333333334, + "TP": 0.0, + "n_pred": 1061.2, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.011595050180259183, + "FN": 905.0, + "FP": 0.0, + "IoU": 0.00590014378501661, + "TN": 68446.0, + "TP": 7.933333333333334, + "n_pred": 7.933333333333334, + "n_ref": 912.9333333333333 + }, + "3": { + "Dice": 0.121278068760916, + "FN": 290.76666666666665, + "FP": 682.9666666666667, + "IoU": 0.09551465449894869, + "TN": 68083.2, + "TP": 302.0, + "n_pred": 984.9666666666667, + "n_ref": 592.7666666666667 + }, + "4": { + "Dice": 0.03990712727784423, + "FN": 406.03333333333336, + "FP": 41.56666666666667, + "IoU": 0.022164908167252834, + "TN": 68864.06666666667, + "TP": 47.266666666666666, + "n_pred": 88.83333333333333, + "n_ref": 453.3 + }, + "5": { + "Dice": 0.0, + "FN": 429.46666666666664, + "FP": 0.0, + "IoU": 0.0, + "TN": 68929.46666666666, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 429.46666666666664 + }, + "6": { + "Dice": 0.3587436011654204, + "FN": 817.7666666666667, + "FP": 1295.1, + "IoU": 0.31097351694756226, + "TN": 64503.5, + "TP": 2742.5666666666666, + "n_pred": 4037.6666666666665, + "n_ref": 3560.3333333333335 + }, + "7": { + "Dice": 0.048250358554119216, + "FN": 285.1333333333333, + "FP": 350.73333333333335, + "IoU": 0.031754494887311906, + "TN": 68649.03333333334, + "TP": 74.03333333333333, + "n_pred": 424.76666666666665, + "n_ref": 359.1666666666667 + }, + "8": { + "Dice": 0.05990338164251208, + "FN": 827.4333333333333, + "FP": 48.7, + "IoU": 0.04100529100529101, + "TN": 68477.63333333333, + "TP": 5.166666666666667, + "n_pred": 53.86666666666667, + "n_ref": 832.6 + }, + "9": { + "Dice": 0.05064779865953171, + "FN": 256.1666666666667, + "FP": 358.06666666666666, + "IoU": 0.032072525434361614, + "TN": 68667.5, + "TP": 77.2, + "n_pred": 435.26666666666665, + "n_ref": 333.3666666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 18, + "FP": 0, + "IoU": 0.0, + "TN": 81902, + "TP": 0, + "n_pred": 0, + "n_ref": 18 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2626, + "IoU": 0.0, + "TN": 79294, + "TP": 0, + "n_pred": 2626, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 6416, + "IoU": 0.0, + "TN": 75504, + "TP": 0, + "n_pred": 6416, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 171, + "IoU": 0.0, + "TN": 81749, + "TP": 0, + "n_pred": 171, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 954, + "IoU": 0.0, + "TN": 31814, + "TP": 0, + "n_pred": 954, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8544419970631424, + "FN": 1530, + "FP": 56, + "IoU": 0.745874058644448, + "TN": 26527, + "TP": 4655, + "n_pred": 4711, + "n_ref": 6185 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 403, + "IoU": 0.0, + "TN": 32365, + "TP": 0, + "n_pred": 403, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 878, + "IoU": 0.0, + "TN": 31890, + "TP": 0, + "n_pred": 878, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 62, + "IoU": 0.0, + "TN": 32706, + "TP": 0, + "n_pred": 62, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 1612, + "FP": 0, + "IoU": 0.0, + "TN": 80308, + "TP": 0, + "n_pred": 0, + "n_ref": 1612 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 3701, + "FP": 0, + "IoU": 0.0, + "TN": 78219, + "TP": 0, + "n_pred": 0, + "n_ref": 3701 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 81892, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 305, + "IoU": 0.0, + "TN": 81615, + "TP": 0, + "n_pred": 305, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 202, + "IoU": 0.0, + "TN": 81718, + "TP": 0, + "n_pred": 202, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9812599061441403, + "FN": 597, + "FP": 6, + "IoU": 0.963209273947529, + "TN": 65530, + "TP": 15787, + "n_pred": 15793, + "n_ref": 16384 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 3407, + "FP": 121, + "IoU": 0.0, + "TN": 78392, + "TP": 0, + "n_pred": 121, + "n_ref": 3407 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 507, + "IoU": 0.0, + "TN": 48645, + "TP": 0, + "n_pred": 507, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 32761, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 33, + "IoU": 0.0, + "TN": 32735, + "TP": 0, + "n_pred": 33, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 2428, + "FP": 0, + "IoU": 0.0, + "TN": 30340, + "TP": 0, + "n_pred": 0, + "n_ref": 2428 + }, + "6": { + "Dice": 0.7113301077503043, + "FN": 9725, + "FP": 0, + "IoU": 0.5519878380246004, + "TN": 11061, + "TP": 11982, + "n_pred": 11982, + "n_ref": 21707 + }, + "7": { + "Dice": 0.0, + "FN": 1367, + "FP": 0, + "IoU": 0.0, + "TN": 31401, + "TP": 0, + "n_pred": 0, + "n_ref": 1367 + }, + "8": { + "Dice": 0.5391304347826087, + "FN": 265, + "FP": 0, + "IoU": 0.36904761904761907, + "TN": 32348, + "TP": 155, + "n_pred": 155, + "n_ref": 420 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 540, + "IoU": 0.0, + "TN": 64996, + "TP": 0, + "n_pred": 540, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 796, + "IoU": 0.0, + "TN": 64740, + "TP": 0, + "n_pred": 796, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2973, + "IoU": 0.0, + "TN": 62563, + "TP": 0, + "n_pred": 2973, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 994, + "FP": 0, + "IoU": 0.0, + "TN": 64542, + "TP": 0, + "n_pred": 0, + "n_ref": 994 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8824254833980967, + "FN": 4996, + "FP": 57, + "IoU": 0.7895898396835311, + "TN": 41521, + "TP": 18962, + "n_pred": 19019, + "n_ref": 23958 + }, + "7": { + "Dice": 0.0, + "FN": 67, + "FP": 967, + "IoU": 0.0, + "TN": 64502, + "TP": 0, + "n_pred": 967, + "n_ref": 67 + }, + "8": { + "Dice": 0.0, + "FN": 3971, + "FP": 0, + "IoU": 0.0, + "TN": 61565, + "TP": 0, + "n_pred": 0, + "n_ref": 3971 + }, + "9": { + "Dice": 0.08692710975815998, + "FN": 144, + "FP": 5255, + "IoU": 0.04543847241867044, + "TN": 59880, + "TP": 257, + "n_pred": 5512, + "n_ref": 401 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 119, + "IoU": 0.0, + "TN": 81801, + "TP": 0, + "n_pred": 119, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2121, + "FP": 0, + "IoU": 0.0, + "TN": 63415, + "TP": 0, + "n_pred": 0, + "n_ref": 2121 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 59, + "IoU": 0.0, + "TN": 65477, + "TP": 0, + "n_pred": 59, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.04195804195804196, + "FN": 119, + "FP": 292, + "IoU": 0.02142857142857143, + "TN": 65116, + "TP": 9, + "n_pred": 301, + "n_ref": 128 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 65527, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 20, + "FP": 2, + "IoU": 0.0, + "TN": 65514, + "TP": 0, + "n_pred": 2, + "n_ref": 20 + }, + "8": { + "Dice": 0.0, + "FN": 211, + "FP": 748, + "IoU": 0.0, + "TN": 64577, + "TP": 0, + "n_pred": 748, + "n_ref": 211 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 907, + "FP": 0, + "IoU": 0.0, + "TN": 113781, + "TP": 0, + "n_pred": 0, + "n_ref": 907 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.19953563638922114, + "FN": 11187, + "FP": 190, + "IoU": 0.11082454083626417, + "TN": 101893, + "TP": 1418, + "n_pred": 1608, + "n_ref": 12605 + }, + "5": { + "Dice": 0.0, + "FN": 5103, + "FP": 0, + "IoU": 0.0, + "TN": 109585, + "TP": 0, + "n_pred": 0, + "n_ref": 5103 + }, + "6": { + "Dice": 0.9286049140997711, + "FN": 1237, + "FP": 1352, + "IoU": 0.8667250077216102, + "TN": 95262, + "TP": 16837, + "n_pred": 18189, + "n_ref": 18074 + }, + "7": { + "Dice": 0.0, + "FN": 71, + "FP": 7, + "IoU": 0.0, + "TN": 114610, + "TP": 0, + "n_pred": 7, + "n_ref": 71 + }, + "8": { + "Dice": 0.0, + "FN": 5684, + "FP": 0, + "IoU": 0.0, + "TN": 109004, + "TP": 0, + "n_pred": 0, + "n_ref": 5684 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 618, + "IoU": 0.0, + "TN": 114070, + "TP": 0, + "n_pred": 618, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 9492, + "FP": 0, + "IoU": 0.0, + "TN": 72428, + "TP": 0, + "n_pred": 0, + "n_ref": 9492 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.5759956056028563, + "FN": 7719, + "FP": 0, + "IoU": 0.40449004783212467, + "TN": 52574, + "TP": 5243, + "n_pred": 5243, + "n_ref": 12962 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 1667, + "FP": 0, + "IoU": 0.0, + "TN": 63869, + "TP": 0, + "n_pred": 0, + "n_ref": 1667 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 7604, + "FP": 5, + "IoU": 0.0, + "TN": 57927, + "TP": 0, + "n_pred": 5, + "n_ref": 7604 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 804, + "IoU": 0.0, + "TN": 64732, + "TP": 0, + "n_pred": 804, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 8527, + "FP": 2, + "IoU": 0.0, + "TN": 89775, + "TP": 0, + "n_pred": 2, + "n_ref": 8527 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 98294, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1945, + "IoU": 0.0, + "TN": 96359, + "TP": 0, + "n_pred": 1945, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 409, + "FP": 0, + "IoU": 0.0, + "TN": 97895, + "TP": 0, + "n_pred": 0, + "n_ref": 409 + }, + "6": { + "Dice": 0.1871069182389937, + "FN": 859, + "FP": 6379, + "IoU": 0.10320901994796183, + "TN": 90233, + "TP": 833, + "n_pred": 7212, + "n_ref": 1692 + }, + "7": { + "Dice": 0.0, + "FN": 17, + "FP": 6, + "IoU": 0.0, + "TN": 98281, + "TP": 0, + "n_pred": 6, + "n_ref": 17 + }, + "8": { + "Dice": 0.0, + "FN": 6778, + "FP": 0, + "IoU": 0.0, + "TN": 91526, + "TP": 0, + "n_pred": 0, + "n_ref": 6778 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1690, + "IoU": 0.0, + "TN": 96614, + "TP": 0, + "n_pred": 1690, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 107, + "FP": 0, + "IoU": 0.0, + "TN": 32661, + "TP": 0, + "n_pred": 0, + "n_ref": 107 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 5177, + "FP": 0, + "IoU": 0.0, + "TN": 60359, + "TP": 0, + "n_pred": 0, + "n_ref": 5177 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 919, + "IoU": 0.0, + "TN": 64617, + "TP": 0, + "n_pred": 919, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 5206, + "IoU": 0.0, + "TN": 60330, + "TP": 0, + "n_pred": 5206, + "n_ref": 0 + }, + "7": { + "Dice": 0.02982067298005239, + "FN": 844, + "FP": 3971, + "IoU": 0.015136019635917366, + "TN": 60647, + "TP": 74, + "n_pred": 4045, + "n_ref": 918 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 616, + "IoU": 0.0, + "TN": 64920, + "TP": 0, + "n_pred": 616, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 4041, + "FP": 0, + "IoU": 0.0, + "TN": 28727, + "TP": 0, + "n_pred": 0, + "n_ref": 4041 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 503, + "FP": 0, + "IoU": 0.0, + "TN": 97801, + "TP": 0, + "n_pred": 0, + "n_ref": 503 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8373831775700935, + "FN": 885, + "FP": 594, + "IoU": 0.7202572347266881, + "TN": 93017, + "TP": 3808, + "n_pred": 4402, + "n_ref": 4693 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 255, + "IoU": 0.0, + "TN": 98049, + "TP": 0, + "n_pred": 255, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1689, + "IoU": 0.0, + "TN": 80231, + "TP": 0, + "n_pred": 1689, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 1522, + "FP": 0, + "IoU": 0.0, + "TN": 80398, + "TP": 0, + "n_pred": 0, + "n_ref": 1522 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.2339321357285429, + "FN": 1793, + "FP": 126, + "IoU": 0.13245931283905968, + "TN": 79708, + "TP": 293, + "n_pred": 419, + "n_ref": 2086 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.47019867549668876, + "FN": 4030, + "FP": 610, + "IoU": 0.30735930735930733, + "TN": 75221, + "TP": 2059, + "n_pred": 2669, + "n_ref": 6089 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 390, + "IoU": 0.0, + "TN": 48762, + "TP": 0, + "n_pred": 390, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 119, + "IoU": 0.0, + "TN": 49033, + "TP": 0, + "n_pred": 119, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.00045184125310640863, + "FN": 13273, + "FP": 0, + "IoU": 0.00022597167821633023, + "TN": 68644, + "TP": 3, + "n_pred": 3, + "n_ref": 13276 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 8931, + "IoU": 0.0, + "TN": 72989, + "TP": 0, + "n_pred": 8931, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 81919, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0780104404950437, + "FN": 31438, + "FP": 0, + "IoU": 0.04058837890625, + "TN": 32768, + "TP": 1330, + "n_pred": 1330, + "n_ref": 32768 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 14985, + "IoU": 0.0, + "TN": 50551, + "TP": 0, + "n_pred": 14985, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 16282, + "IoU": 0.0, + "TN": 49254, + "TP": 0, + "n_pred": 16282, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8131293317640905, + "FN": 1421, + "FP": 8, + "IoU": 0.6851035698545614, + "TN": 110150, + "TP": 3109, + "n_pred": 3117, + "n_ref": 4530 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 114684, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 107, + "IoU": 0.0, + "TN": 114581, + "TP": 0, + "n_pred": 107, + "n_ref": 0 + }, + "2": { + "Dice": 0.03478515054077755, + "FN": 13208, + "FP": 0, + "IoU": 0.01770043135504983, + "TN": 101242, + "TP": 238, + "n_pred": 238, + "n_ref": 13446 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 12634, + "IoU": 0.0, + "TN": 102054, + "TP": 0, + "n_pred": 12634, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 310, + "FP": 575, + "IoU": 0.0, + "TN": 113803, + "TP": 0, + "n_pred": 575, + "n_ref": 310 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 106, + "FP": 0, + "IoU": 0.0, + "TN": 98198, + "TP": 0, + "n_pred": 0, + "n_ref": 106 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 70, + "IoU": 0.0, + "TN": 98234, + "TP": 0, + "n_pred": 70, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9519568382289971, + "FN": 518, + "FP": 604, + "IoU": 0.9083183526720052, + "TN": 86066, + "TP": 11116, + "n_pred": 11720, + "n_ref": 11634 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2649, + "IoU": 0.0, + "TN": 95655, + "TP": 0, + "n_pred": 2649, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 81890, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 13836, + "FP": 0, + "IoU": 0.0, + "TN": 68084, + "TP": 0, + "n_pred": 0, + "n_ref": 13836 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 33, + "IoU": 0.0, + "TN": 81887, + "TP": 0, + "n_pred": 33, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 81901, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2023, + "IoU": 0.0, + "TN": 79897, + "TP": 0, + "n_pred": 2023, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 81906, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 459, + "IoU": 0.0, + "TN": 81461, + "TP": 0, + "n_pred": 459, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 494, + "FP": 0, + "IoU": 0.0, + "TN": 81426, + "TP": 0, + "n_pred": 0, + "n_ref": 494 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1314, + "IoU": 0.0, + "TN": 80606, + "TP": 0, + "n_pred": 1314, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8085919407132932, + "FN": 2868, + "FP": 438, + "IoU": 0.6786859753134415, + "TN": 55247, + "TP": 6983, + "n_pred": 7421, + "n_ref": 9851 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 4971, + "IoU": 0.0, + "TN": 60565, + "TP": 0, + "n_pred": 4971, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 1892, + "FP": 17, + "IoU": 0.0, + "TN": 63627, + "TP": 0, + "n_pred": 17, + "n_ref": 1892 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0402.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 1362, + "FP": 0, + "IoU": 0.0, + "TN": 113326, + "TP": 0, + "n_pred": 0, + "n_ref": 1362 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 34, + "IoU": 0.0, + "TN": 114654, + "TP": 0, + "n_pred": 34, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1059, + "IoU": 0.0, + "TN": 113629, + "TP": 0, + "n_pred": 1059, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 114663, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 3277, + "FP": 0, + "IoU": 0.0, + "TN": 111411, + "TP": 0, + "n_pred": 0, + "n_ref": 3277 + }, + "6": { + "Dice": 0.36758291916015823, + "FN": 3278, + "FP": 2957, + "IoU": 0.2251770846278116, + "TN": 106641, + "TP": 1812, + "n_pred": 4769, + "n_ref": 5090 + }, + "7": { + "Dice": 0.500933271115259, + "FN": 4276, + "FP": 2, + "IoU": 0.3341634241245136, + "TN": 108263, + "TP": 2147, + "n_pred": 2149, + "n_ref": 6423 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 104, + "FP": 0, + "IoU": 0.0, + "TN": 114584, + "TP": 0, + "n_pred": 0, + "n_ref": 104 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.04947320435779923, + "FN": 445.7955555555556, + "FP": 427.0066666666666, + "IoU": 0.037901341222657314, + "TN": 62223.41777777777, + "TP": 255.24666666666673, + "n_pred": 682.2533333333333, + "n_ref": 701.0422222222221 + }, + "mean": { + "1": { + "Dice": 0.019232970807097884, + "FN": 1042.8, + "FP": 19.9, + "IoU": 0.010102224894768492, + "TN": 62274.76666666667, + "TP": 14.0, + "n_pred": 33.9, + "n_ref": 1056.8 + }, + "10": { + "Dice": 0.008227684346701163, + "FN": 425.73333333333335, + "FP": 1.7666666666666666, + "IoU": 0.004200237749306565, + "TN": 62918.666666666664, + "TP": 5.3, + "n_pred": 7.066666666666666, + "n_ref": 431.03333333333336 + }, + "11": { + "Dice": 0.0, + "FN": 73.26666666666667, + "FP": 0.0, + "IoU": 0.0, + "TN": 63278.2, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 73.26666666666667 + }, + "12": { + "Dice": 0.0, + "FN": 96.43333333333334, + "FP": 0.0, + "IoU": 0.0, + "TN": 63255.03333333333, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 96.43333333333334 + }, + "13": { + "Dice": 0.0, + "FN": 138.16666666666666, + "FP": 0.0, + "IoU": 0.0, + "TN": 63213.3, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 138.16666666666666 + }, + "14": { + "Dice": 0.00462085308056872, + "FN": 108.1, + "FP": 1082.5666666666666, + "IoU": 0.0023991141732283465, + "TN": 62159.5, + "TP": 1.3, + "n_pred": 1083.8666666666666, + "n_ref": 109.4 + }, + "15": { + "Dice": 0.16647128838933326, + "FN": 242.6, + "FP": 466.43333333333334, + "IoU": 0.12975331437775148, + "TN": 62006.73333333333, + "TP": 635.7, + "n_pred": 1102.1333333333334, + "n_ref": 878.3 + }, + "2": { + "Dice": 0.0, + "FN": 669.6, + "FP": 76.6, + "IoU": 0.0, + "TN": 62605.26666666667, + "TP": 0.0, + "n_pred": 76.6, + "n_ref": 669.6 + }, + "3": { + "Dice": 0.07844382090179079, + "FN": 213.3, + "FP": 1281.5666666666666, + "IoU": 0.05809390717761325, + "TN": 61619.86666666667, + "TP": 236.73333333333332, + "n_pred": 1518.3, + "n_ref": 450.03333333333336 + }, + "4": { + "Dice": 0.022388059701492536, + "FN": 292.3666666666667, + "FP": 10.866666666666667, + "IoU": 0.01171875, + "TN": 63046.53333333333, + "TP": 1.7, + "n_pred": 12.566666666666666, + "n_ref": 294.06666666666666 + }, + "5": { + "Dice": 0.0, + "FN": 292.3333333333333, + "FP": 0.0, + "IoU": 0.0, + "TN": 63059.13333333333, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 292.3333333333333 + }, + "6": { + "Dice": 0.3036466194267868, + "FN": 695.3333333333334, + "FP": 2862.366666666667, + "IoU": 0.25755503992223, + "TN": 57391.96666666667, + "TP": 2401.8, + "n_pred": 5264.166666666667, + "n_ref": 3097.133333333333 + }, + "7": { + "Dice": 0.13906676871321727, + "FN": 939.3, + "FP": 603.0333333333333, + "IoU": 0.09469753004496154, + "TN": 61276.96666666667, + "TP": 532.1666666666666, + "n_pred": 1135.2, + "n_ref": 1471.4666666666667 + }, + "8": { + "Dice": 0.0, + "FN": 680.2666666666667, + "FP": 0.0, + "IoU": 0.0, + "TN": 62671.2, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 680.2666666666667 + }, + "9": { + "Dice": 0.0, + "FN": 777.3333333333334, + "FP": 0.0, + "IoU": 0.0, + "TN": 62574.13333333333, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 777.3333333333334 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 65534, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 2302, + "FP": 61, + "IoU": 0.0, + "TN": 63173, + "TP": 0, + "n_pred": 61, + "n_ref": 2302 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 630, + "IoU": 0.0, + "TN": 64906, + "TP": 0, + "n_pred": 630, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6283185840707964, + "FN": 1008, + "FP": 0, + "IoU": 0.45806451612903226, + "TN": 63676, + "TP": 852, + "n_pred": 852, + "n_ref": 1860 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 53, + "IoU": 0.0, + "TN": 49099, + "TP": 0, + "n_pred": 53, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 53, + "IoU": 0.0, + "TN": 49099, + "TP": 0, + "n_pred": 53, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1787, + "IoU": 0.0, + "TN": 47365, + "TP": 0, + "n_pred": 1787, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 88, + "IoU": 0.0, + "TN": 114600, + "TP": 0, + "n_pred": 88, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 4049, + "IoU": 0.0, + "TN": 110639, + "TP": 0, + "n_pred": 4049, + "n_ref": 0 + }, + "15": { + "Dice": 0.7768977884040645, + "FN": 5972, + "FP": 0, + "IoU": 0.6351863164324985, + "TN": 98318, + "TP": 10398, + "n_pred": 10398, + "n_ref": 16370 + }, + "2": { + "Dice": 0.0, + "FN": 8363, + "FP": 0, + "IoU": 0.0, + "TN": 106325, + "TP": 0, + "n_pred": 0, + "n_ref": 8363 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 12016, + "IoU": 0.0, + "TN": 102672, + "TP": 0, + "n_pred": 12016, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 4061, + "IoU": 0.0, + "TN": 110627, + "TP": 0, + "n_pred": 4061, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 114660, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 743, + "FP": 0, + "IoU": 0.0, + "TN": 97561, + "TP": 0, + "n_pred": 0, + "n_ref": 743 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 7813, + "IoU": 0.0, + "TN": 90491, + "TP": 0, + "n_pred": 7813, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1652, + "IoU": 0.0, + "TN": 96652, + "TP": 0, + "n_pred": 1652, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 2819, + "FP": 51, + "IoU": 0.0, + "TN": 95434, + "TP": 0, + "n_pred": 51, + "n_ref": 2819 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 272, + "IoU": 0.0, + "TN": 98032, + "TP": 0, + "n_pred": 272, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 7533, + "FP": 0, + "IoU": 0.0, + "TN": 90771, + "TP": 0, + "n_pred": 0, + "n_ref": 7533 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 8916, + "IoU": 0.0, + "TN": 89388, + "TP": 0, + "n_pred": 8916, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 1851, + "FP": 0, + "IoU": 0.0, + "TN": 96453, + "TP": 0, + "n_pred": 0, + "n_ref": 1851 + }, + "8": { + "Dice": 0.0, + "FN": 725, + "FP": 0, + "IoU": 0.0, + "TN": 97579, + "TP": 0, + "n_pred": 0, + "n_ref": 725 + }, + "9": { + "Dice": 0.0, + "FN": 245, + "FP": 0, + "IoU": 0.0, + "TN": 98059, + "TP": 0, + "n_pred": 0, + "n_ref": 245 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2231, + "IoU": 0.0, + "TN": 63305, + "TP": 0, + "n_pred": 2231, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 54, + "IoU": 0.0, + "TN": 65482, + "TP": 0, + "n_pred": 54, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 105, + "FP": 0, + "IoU": 0.0, + "TN": 65431, + "TP": 0, + "n_pred": 0, + "n_ref": 105 + }, + "7": { + "Dice": 0.48899349300844525, + "FN": 6133, + "FP": 1249, + "IoU": 0.3236210371999267, + "TN": 54622, + "TP": 3532, + "n_pred": 4781, + "n_ref": 9665 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 13886, + "IoU": 0.0, + "TN": 51650, + "TP": 0, + "n_pred": 13886, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.021840668377080454, + "FN": 7028, + "FP": 7841, + "IoU": 0.011040904556035916, + "TN": 34117, + "TP": 166, + "n_pred": 8007, + "n_ref": 7194 + }, + "7": { + "Dice": 0.5489762036524627, + "FN": 2196, + "FP": 6769, + "IoU": 0.37833714721586575, + "TN": 34731, + "TP": 5456, + "n_pred": 12225, + "n_ref": 7652 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 546, + "IoU": 0.0, + "TN": 97758, + "TP": 0, + "n_pred": 546, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1665, + "IoU": 0.0, + "TN": 96639, + "TP": 0, + "n_pred": 1665, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 13209, + "IoU": 0.0, + "TN": 85095, + "TP": 0, + "n_pred": 13209, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 4455, + "IoU": 0.0, + "TN": 93849, + "TP": 0, + "n_pred": 4455, + "n_ref": 0 + }, + "7": { + "Dice": 0.06926786497150372, + "FN": 4246, + "FP": 0, + "IoU": 0.035876475930971846, + "TN": 93900, + "TP": 158, + "n_pred": 158, + "n_ref": 4404 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 231, + "FP": 0, + "IoU": 0.0, + "TN": 81689, + "TP": 0, + "n_pred": 0, + "n_ref": 231 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 3664, + "IoU": 0.0, + "TN": 78256, + "TP": 0, + "n_pred": 3664, + "n_ref": 0 + }, + "15": { + "Dice": 0.44107475392391593, + "FN": 1306, + "FP": 795, + "IoU": 0.28293515358361776, + "TN": 78990, + "TP": 829, + "n_pred": 1624, + "n_ref": 2135 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 81916, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 1237, + "FP": 0, + "IoU": 0.0, + "TN": 80683, + "TP": 0, + "n_pred": 0, + "n_ref": 1237 + }, + "6": { + "Dice": 0.0, + "FN": 2381, + "FP": 0, + "IoU": 0.0, + "TN": 79539, + "TP": 0, + "n_pred": 0, + "n_ref": 2381 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 6625, + "FP": 0, + "IoU": 0.0, + "TN": 75295, + "TP": 0, + "n_pred": 0, + "n_ref": 6625 + }, + "9": { + "Dice": 0.0, + "FN": 3985, + "FP": 0, + "IoU": 0.0, + "TN": 77935, + "TP": 0, + "n_pred": 0, + "n_ref": 3985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 32, + "IoU": 0.0, + "TN": 65504, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 611, + "IoU": 0.0, + "TN": 64925, + "TP": 0, + "n_pred": 611, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2577, + "IoU": 0.0, + "TN": 62959, + "TP": 0, + "n_pred": 2577, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 5756, + "FP": 0, + "IoU": 0.0, + "TN": 59780, + "TP": 0, + "n_pred": 0, + "n_ref": 5756 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 2072, + "FP": 0, + "IoU": 0.0, + "TN": 79848, + "TP": 0, + "n_pred": 0, + "n_ref": 2072 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 81905, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 81899, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 2908, + "FP": 0, + "IoU": 0.0, + "TN": 79012, + "TP": 0, + "n_pred": 0, + "n_ref": 2908 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1305, + "IoU": 0.0, + "TN": 80615, + "TP": 0, + "n_pred": 1305, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7835723598435462, + "FN": 1881, + "FP": 111, + "IoU": 0.6441586280814576, + "TN": 76322, + "TP": 3606, + "n_pred": 3717, + "n_ref": 5487 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 81908, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 947, + "FP": 0, + "IoU": 0.0, + "TN": 80973, + "TP": 0, + "n_pred": 0, + "n_ref": 947 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 509, + "IoU": 0.0, + "TN": 130563, + "TP": 0, + "n_pred": 509, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 131065, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 8742, + "IoU": 0.0, + "TN": 122330, + "TP": 0, + "n_pred": 8742, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 80, + "IoU": 0.0, + "TN": 130992, + "TP": 0, + "n_pred": 80, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.04113842173350582, + "FN": 7412, + "FP": 0, + "IoU": 0.021001188746532822, + "TN": 41581, + "TP": 159, + "n_pred": 159, + "n_ref": 7571 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 399, + "FP": 0, + "IoU": 0.0, + "TN": 48753, + "TP": 0, + "n_pred": 0, + "n_ref": 399 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 49145, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2022, + "IoU": 0.0, + "TN": 47130, + "TP": 0, + "n_pred": 2022, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8503700927574253, + "FN": 3194, + "FP": 0, + "IoU": 0.7396903015484922, + "TN": 36882, + "TP": 9076, + "n_pred": 9076, + "n_ref": 12270 + }, + "7": { + "Dice": 0.007782101167315175, + "FN": 2040, + "FP": 0, + "IoU": 0.00390625, + "TN": 47104, + "TP": 8, + "n_pred": 8, + "n_ref": 2048 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 4200, + "FP": 0, + "IoU": 0.0, + "TN": 44952, + "TP": 0, + "n_pred": 0, + "n_ref": 4200 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 228, + "FP": 0, + "IoU": 0.0, + "TN": 32540, + "TP": 0, + "n_pred": 0, + "n_ref": 228 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 32763, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.7257756212321718, + "FN": 2449, + "FP": 1281, + "IoU": 0.5695822755596585, + "TN": 24102, + "TP": 4936, + "n_pred": 6217, + "n_ref": 7385 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2763, + "IoU": 0.0, + "TN": 30005, + "TP": 0, + "n_pred": 2763, + "n_ref": 0 + }, + "7": { + "Dice": 0.007962840079628402, + "FN": 4485, + "FP": 0, + "IoU": 0.003997335109926716, + "TN": 28265, + "TP": 18, + "n_pred": 18, + "n_ref": 4503 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 3176, + "FP": 0, + "IoU": 0.0, + "TN": 62360, + "TP": 0, + "n_pred": 0, + "n_ref": 3176 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1713, + "IoU": 0.0, + "TN": 63823, + "TP": 0, + "n_pred": 1713, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 1322, + "FP": 0, + "IoU": 0.0, + "TN": 64214, + "TP": 0, + "n_pred": 0, + "n_ref": 1322 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 71, + "FP": 0, + "IoU": 0.0, + "TN": 65465, + "TP": 0, + "n_pred": 0, + "n_ref": 71 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 65528, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 65534, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.5293255131964809, + "FN": 1074, + "FP": 2778, + "IoU": 0.35992023928215355, + "TN": 59518, + "TP": 2166, + "n_pred": 4944, + "n_ref": 3240 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 726, + "IoU": 0.0, + "TN": 64810, + "TP": 0, + "n_pred": 726, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 72, + "IoU": 0.0, + "TN": 65464, + "TP": 0, + "n_pred": 72, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 255, + "IoU": 0.0, + "TN": 32513, + "TP": 0, + "n_pred": 255, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1888, + "IoU": 0.0, + "TN": 30880, + "TP": 0, + "n_pred": 1888, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 784, + "FP": 0, + "IoU": 0.0, + "TN": 31984, + "TP": 0, + "n_pred": 0, + "n_ref": 784 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 32766, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 7734, + "FP": 0, + "IoU": 0.0, + "TN": 25034, + "TP": 0, + "n_pred": 0, + "n_ref": 7734 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 45, + "IoU": 0.0, + "TN": 32723, + "TP": 0, + "n_pred": 45, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 7001, + "IoU": 0.0, + "TN": 25767, + "TP": 0, + "n_pred": 7001, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 8281, + "FP": 0, + "IoU": 0.0, + "TN": 57255, + "TP": 0, + "n_pred": 0, + "n_ref": 8281 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 2718, + "FP": 0, + "IoU": 0.0, + "TN": 62818, + "TP": 0, + "n_pred": 0, + "n_ref": 2718 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.18640776699029127, + "FN": 2771, + "FP": 6866, + "IoU": 0.10278372591006424, + "TN": 54795, + "TP": 1104, + "n_pred": 7970, + "n_ref": 3875 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 677, + "IoU": 0.0, + "TN": 64859, + "TP": 0, + "n_pred": 677, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 60, + "FP": 0, + "IoU": 0.0, + "TN": 65476, + "TP": 0, + "n_pred": 0, + "n_ref": 60 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 126, + "FP": 0, + "IoU": 0.0, + "TN": 49026, + "TP": 0, + "n_pred": 0, + "n_ref": 126 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7507994301092291, + "FN": 1187, + "FP": 6684, + "IoU": 0.6010239253852393, + "TN": 29424, + "TP": 11857, + "n_pred": 18541, + "n_ref": 13044 + }, + "7": { + "Dice": 0.6684310819394452, + "FN": 4970, + "FP": 1294, + "IoU": 0.5019875973922722, + "TN": 36574, + "TP": 6314, + "n_pred": 7608, + "n_ref": 11284 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 4469, + "FP": 0, + "IoU": 0.0, + "TN": 44683, + "TP": 0, + "n_pred": 0, + "n_ref": 4469 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.09616485403548941, + "FN": 7895, + "FP": 0, + "IoU": 0.050511124473842456, + "TN": 57221, + "TP": 420, + "n_pred": 420, + "n_ref": 8315 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.07393364928909953, + "FN": 67, + "FP": 910, + "IoU": 0.038385826771653545, + "TN": 64520, + "TP": 39, + "n_pred": 949, + "n_ref": 106 + }, + "15": { + "Dice": 0.7796829183440187, + "FN": 0, + "FP": 4433, + "IoU": 0.6389183025169015, + "TN": 53259, + "TP": 7844, + "n_pred": 12277, + "n_ref": 7844 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 57, + "FP": 5, + "IoU": 0.0, + "TN": 65474, + "TP": 0, + "n_pred": 5, + "n_ref": 57 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 7514, + "IoU": 0.0, + "TN": 58022, + "TP": 0, + "n_pred": 7514, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 15108, + "FP": 0, + "IoU": 0.0, + "TN": 34044, + "TP": 0, + "n_pred": 0, + "n_ref": 15108 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 237, + "IoU": 0.0, + "TN": 48915, + "TP": 0, + "n_pred": 237, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 13590, + "IoU": 0.0, + "TN": 35562, + "TP": 0, + "n_pred": 13590, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7835190813914218, + "FN": 51, + "FP": 3795, + "IoU": 0.6440866185452526, + "TN": 71114, + "TP": 6960, + "n_pred": 10755, + "n_ref": 7011 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 9372, + "FP": 0, + "IoU": 0.0, + "TN": 72548, + "TP": 0, + "n_pred": 0, + "n_ref": 9372 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 13, + "FP": 0, + "IoU": 0.0, + "TN": 65523, + "TP": 0, + "n_pred": 0, + "n_ref": 13 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1279, + "IoU": 0.0, + "TN": 64257, + "TP": 0, + "n_pred": 1279, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 107, + "IoU": 0.0, + "TN": 65429, + "TP": 0, + "n_pred": 107, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 6515, + "FP": 0, + "IoU": 0.0, + "TN": 59021, + "TP": 0, + "n_pred": 0, + "n_ref": 6515 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.08955223880597014, + "FN": 1037, + "FP": 0, + "IoU": 0.046875, + "TN": 64448, + "TP": 51, + "n_pred": 51, + "n_ref": 1088 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7357221958550862, + "FN": 322, + "FP": 6360, + "IoU": 0.5819308014765688, + "TN": 49553, + "TP": 9301, + "n_pred": 15661, + "n_ref": 9623 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 873, + "IoU": 0.0, + "TN": 64663, + "TP": 0, + "n_pred": 873, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 42, + "FP": 0, + "IoU": 0.0, + "TN": 65494, + "TP": 0, + "n_pred": 0, + "n_ref": 42 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 3810, + "FP": 0, + "IoU": 0.0, + "TN": 28958, + "TP": 0, + "n_pred": 0, + "n_ref": 3810 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2079, + "FP": 0, + "IoU": 0.0, + "TN": 30689, + "TP": 0, + "n_pred": 0, + "n_ref": 2079 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 32762, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 134, + "IoU": 0.0, + "TN": 32634, + "TP": 0, + "n_pred": 134, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 329, + "IoU": 0.0, + "TN": 32439, + "TP": 0, + "n_pred": 329, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.957599712540424, + "FN": 355, + "FP": 825, + "IoU": 0.9186487418131679, + "TN": 18263, + "TP": 13325, + "n_pred": 14150, + "n_ref": 13680 + }, + "7": { + "Dice": 0.2945879458794588, + "FN": 2258, + "FP": 36, + "IoU": 0.17273710782545978, + "TN": 29995, + "TP": 479, + "n_pred": 515, + "n_ref": 2737 + }, + "8": { + "Dice": 0.0, + "FN": 34, + "FP": 0, + "IoU": 0.0, + "TN": 32734, + "TP": 0, + "n_pred": 0, + "n_ref": 34 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0401.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 3243, + "IoU": 0.0, + "TN": 62293, + "TP": 0, + "n_pred": 3243, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 466, + "IoU": 0.0, + "TN": 65070, + "TP": 0, + "n_pred": 466, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9820757354540088, + "FN": 577, + "FP": 0, + "IoU": 0.96478271484375, + "TN": 49152, + "TP": 15807, + "n_pred": 15807, + "n_ref": 16384 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 7268, + "FP": 0, + "IoU": 0.0, + "TN": 58268, + "TP": 0, + "n_pred": 0, + "n_ref": 7268 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": NaN, + "FN": 479.11111111111114, + "FP": 261.2755555555555, + "IoU": NaN, + "TN": 66572.28444444443, + "TP": 407.8622222222223, + "n_pred": 669.1377777777778, + "n_ref": 886.9733333333334 + }, + "mean": { + "1": { + "Dice": 0.1379172059279243, + "FN": 881.7333333333333, + "FP": 86.96666666666667, + "IoU": 0.13330749171893722, + "TN": 66499.63333333333, + "TP": 252.2, + "n_pred": 339.1666666666667, + "n_ref": 1133.9333333333334 + }, + "10": { + "Dice": 0.020375999099403356, + "FN": 153.43333333333334, + "FP": 102.2, + "IoU": 0.010970361840111522, + "TN": 67458.86666666667, + "TP": 6.033333333333333, + "n_pred": 108.23333333333333, + "n_ref": 159.46666666666667 + }, + "11": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 67720.53333333334, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "12": { + "Dice": 0.0, + "FN": 21.333333333333332, + "FP": 0.0, + "IoU": 0.0, + "TN": 67699.2, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 21.333333333333332 + }, + "13": { + "Dice": 0.008152173913043478, + "FN": 451.56666666666666, + "FP": 12.166666666666666, + "IoU": 0.004178272980501393, + "TN": 67256.2, + "TP": 0.6, + "n_pred": 12.766666666666667, + "n_ref": 452.1666666666667 + }, + "14": { + "Dice": 0.1230026083735639, + "FN": 1340.2333333333333, + "FP": 552.1333333333333, + "IoU": 0.08151000267954048, + "TN": 65541.3, + "TP": 286.8666666666667, + "n_pred": 839.0, + "n_ref": 1627.1 + }, + "15": { + "Dice": 0.1707064748284551, + "FN": 318.23333333333335, + "FP": 439.6666666666667, + "IoU": 0.1400044788779537, + "TN": 66409.1, + "TP": 553.5333333333333, + "n_pred": 993.2, + "n_ref": 871.7666666666667 + }, + "2": { + "Dice": 0.0, + "FN": 671.8, + "FP": 7.0, + "IoU": 0.0, + "TN": 67041.73333333334, + "TP": 0.0, + "n_pred": 7.0, + "n_ref": 671.8 + }, + "3": { + "Dice": 0.03040733464309103, + "FN": 215.23333333333332, + "FP": 921.9, + "IoU": 0.019695272998744445, + "TN": 66486.66666666667, + "TP": 96.73333333333333, + "n_pred": 1018.6333333333333, + "n_ref": 311.96666666666664 + }, + "4": { + "Dice": 0.35440257428563554, + "FN": 253.63333333333333, + "FP": 3.566666666666667, + "IoU": 0.24185038870547426, + "TN": 67312.66666666667, + "TP": 150.66666666666666, + "n_pred": 154.23333333333332, + "n_ref": 404.3 + }, + "5": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 67720.53333333334, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "6": { + "Dice": 0.4492355284157945, + "FN": 502.6333333333333, + "FP": 1521.7666666666667, + "IoU": 0.3993702542075894, + "TN": 61323.23333333333, + "TP": 4372.9, + "n_pred": 5894.666666666667, + "n_ref": 4875.533333333334 + }, + "7": { + "Dice": 0.055109526938042136, + "FN": 1603.7666666666667, + "FP": 235.8, + "IoU": 0.03937856006969764, + "TN": 65574.4, + "TP": 306.56666666666666, + "n_pred": 542.3666666666667, + "n_ref": 1910.3333333333333 + }, + "8": { + "Dice": 0.07422374890550279, + "FN": 531.8, + "FP": 33.7, + "IoU": 0.05013648771610555, + "TN": 67063.2, + "TP": 91.83333333333333, + "n_pred": 125.53333333333333, + "n_ref": 623.6333333333333 + }, + "9": { + "Dice": 0.0, + "FN": 241.26666666666668, + "FP": 2.2666666666666666, + "IoU": 0.0, + "TN": 67477.0, + "TP": 0.0, + "n_pred": 2.2666666666666666, + "n_ref": 241.26666666666668 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 425, + "IoU": 0.0, + "TN": 32343, + "TP": 0, + "n_pred": 425, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6333938294010889, + "FN": 1338, + "FP": 1490, + "IoU": 0.4634794156706507, + "TN": 27497, + "TP": 2443, + "n_pred": 3933, + "n_ref": 3781 + }, + "15": { + "Dice": 0.7962896469180132, + "FN": 225, + "FP": 3179, + "IoU": 0.6615292830864075, + "TN": 22711, + "TP": 6653, + "n_pred": 9832, + "n_ref": 6878 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1551, + "IoU": 0.0, + "TN": 31217, + "TP": 0, + "n_pred": 1551, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 49146, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 378, + "IoU": 0.0, + "TN": 48774, + "TP": 0, + "n_pred": 378, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 1650, + "FP": 0, + "IoU": 0.0, + "TN": 47502, + "TP": 0, + "n_pred": 0, + "n_ref": 1650 + }, + "15": { + "Dice": 0.09525341914722446, + "FN": 5614, + "FP": 9, + "IoU": 0.05000844737286704, + "TN": 43233, + "TP": 296, + "n_pred": 305, + "n_ref": 5910 + }, + "2": { + "Dice": 0.0, + "FN": 8022, + "FP": 0, + "IoU": 0.0, + "TN": 41130, + "TP": 0, + "n_pred": 0, + "n_ref": 8022 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 907, + "IoU": 0.0, + "TN": 48245, + "TP": 0, + "n_pred": 907, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 5843, + "IoU": 0.0, + "TN": 43309, + "TP": 0, + "n_pred": 5843, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 47, + "IoU": 0.0, + "TN": 65489, + "TP": 0, + "n_pred": 47, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 65499, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9562696303454941, + "FN": 133, + "FP": 410, + "IoU": 0.9162037037037037, + "TN": 59056, + "TP": 5937, + "n_pred": 6347, + "n_ref": 6070 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 2965, + "FP": 0, + "IoU": 0.0, + "TN": 62571, + "TP": 0, + "n_pred": 0, + "n_ref": 2965 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 404, + "IoU": 0.0, + "TN": 65132, + "TP": 0, + "n_pred": 404, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9236374677394869, + "FN": 443, + "FP": 563, + "IoU": 0.8581100141043724, + "TN": 58446, + "TP": 6084, + "n_pred": 6647, + "n_ref": 6527 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 65518, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1641, + "IoU": 0.0, + "TN": 63895, + "TP": 0, + "n_pred": 1641, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 531, + "IoU": 0.0, + "TN": 65005, + "TP": 0, + "n_pred": 531, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 1563, + "FP": 208, + "IoU": 0.0, + "TN": 63765, + "TP": 0, + "n_pred": 208, + "n_ref": 1563 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 86, + "IoU": 0.0, + "TN": 65450, + "TP": 0, + "n_pred": 86, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 8175, + "IoU": 0.0, + "TN": 57361, + "TP": 0, + "n_pred": 8175, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.34760087241003274, + "FN": 2187, + "FP": 2599, + "IoU": 0.2103613265137766, + "TN": 59475, + "TP": 1275, + "n_pred": 3874, + "n_ref": 3462 + }, + "7": { + "Dice": 0.0, + "FN": 2683, + "FP": 0, + "IoU": 0.0, + "TN": 62853, + "TP": 0, + "n_pred": 0, + "n_ref": 2683 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 65523, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 324, + "FP": 0, + "IoU": 0.0, + "TN": 65212, + "TP": 0, + "n_pred": 0, + "n_ref": 324 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 131063, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 101, + "IoU": 0.0, + "TN": 130971, + "TP": 0, + "n_pred": 101, + "n_ref": 0 + }, + "4": { + "Dice": 0.5659437009690816, + "FN": 4669, + "FP": 34, + "IoU": 0.3946453855065002, + "TN": 123303, + "TP": 3066, + "n_pred": 3100, + "n_ref": 7735 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9789341414738709, + "FN": 887, + "FP": 823, + "IoU": 0.9587375126683075, + "TN": 89630, + "TP": 39732, + "n_pred": 40555, + "n_ref": 40619 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3895, + "IoU": 0.0, + "TN": 127177, + "TP": 0, + "n_pred": 3895, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6263534899217058, + "FN": 557, + "FP": 1686, + "IoU": 0.4559786563182149, + "TN": 28645, + "TP": 1880, + "n_pred": 3566, + "n_ref": 2437 + }, + "7": { + "Dice": 0.05117331071529545, + "FN": 13424, + "FP": 0, + "IoU": 0.0262585231394168, + "TN": 18982, + "TP": 362, + "n_pred": 362, + "n_ref": 13786 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 193, + "FP": 142, + "IoU": 0.0, + "TN": 114353, + "TP": 0, + "n_pred": 142, + "n_ref": 193 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 640, + "FP": 0, + "IoU": 0.0, + "TN": 114048, + "TP": 0, + "n_pred": 0, + "n_ref": 640 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.45611001964636544, + "FN": 6457, + "FP": 464, + "IoU": 0.29542909498116665, + "TN": 104865, + "TP": 2902, + "n_pred": 3366, + "n_ref": 9359 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.949389080345191, + "FN": 67, + "FP": 1710, + "IoU": 0.9036543049230102, + "TN": 96244, + "TP": 16667, + "n_pred": 18377, + "n_ref": 16734 + }, + "7": { + "Dice": 0.08510179898739631, + "FN": 8493, + "FP": 0, + "IoU": 0.04444194419441944, + "TN": 105800, + "TP": 395, + "n_pred": 395, + "n_ref": 8888 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 433, + "IoU": 0.0, + "TN": 81487, + "TP": 0, + "n_pred": 433, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8688273751564891, + "FN": 3772, + "FP": 0, + "IoU": 0.7680767338908018, + "TN": 82040, + "TP": 12492, + "n_pred": 12492, + "n_ref": 16264 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 131067, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 39, + "IoU": 0.0, + "TN": 131033, + "TP": 0, + "n_pred": 39, + "n_ref": 0 + }, + "14": { + "Dice": 0.11450812274368231, + "FN": 15683, + "FP": 15, + "IoU": 0.060731167354753784, + "TN": 114359, + "TP": 1015, + "n_pred": 1030, + "n_ref": 16698 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1294, + "IoU": 0.0, + "TN": 129778, + "TP": 0, + "n_pred": 1294, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 213, + "IoU": 0.0, + "TN": 130859, + "TP": 0, + "n_pred": 213, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 522, + "IoU": 0.0, + "TN": 130550, + "TP": 0, + "n_pred": 522, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9654204414954702, + "FN": 386, + "FP": 156, + "IoU": 0.9331524420325604, + "TN": 122964, + "TP": 7566, + "n_pred": 7722, + "n_ref": 7952 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 131035, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 9530, + "FP": 0, + "IoU": 0.0, + "TN": 121542, + "TP": 0, + "n_pred": 0, + "n_ref": 9530 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7972714870395634, + "FN": 2200, + "FP": 2258, + "IoU": 0.6628856624319419, + "TN": 117848, + "TP": 8766, + "n_pred": 11024, + "n_ref": 10966 + }, + "7": { + "Dice": 0.0, + "FN": 1056, + "FP": 527, + "IoU": 0.0, + "TN": 129489, + "TP": 0, + "n_pred": 527, + "n_ref": 1056 + }, + "8": { + "Dice": 0.0, + "FN": 7894, + "FP": 34, + "IoU": 0.0, + "TN": 123144, + "TP": 0, + "n_pred": 34, + "n_ref": 7894 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 10009, + "IoU": 0.0, + "TN": 39143, + "TP": 0, + "n_pred": 10009, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1498, + "IoU": 0.0, + "TN": 47654, + "TP": 0, + "n_pred": 1498, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 63, + "IoU": 0.0, + "TN": 49089, + "TP": 0, + "n_pred": 63, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 65535, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 2602, + "FP": 0, + "IoU": 0.0, + "TN": 62934, + "TP": 0, + "n_pred": 0, + "n_ref": 2602 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2616, + "IoU": 0.0, + "TN": 62920, + "TP": 0, + "n_pred": 2616, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 63, + "IoU": 0.0, + "TN": 65473, + "TP": 0, + "n_pred": 63, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8887413370959041, + "FN": 2246, + "FP": 435, + "IoU": 0.7997609978340429, + "TN": 68531, + "TP": 10708, + "n_pred": 11143, + "n_ref": 12954 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 361, + "IoU": 0.0, + "TN": 81559, + "TP": 0, + "n_pred": 361, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 246, + "IoU": 0.0, + "TN": 65290, + "TP": 0, + "n_pred": 246, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 10149, + "IoU": 0.0, + "TN": 55387, + "TP": 0, + "n_pred": 10149, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2845, + "IoU": 0.0, + "TN": 79075, + "TP": 0, + "n_pred": 2845, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.04891304347826087, + "FN": 620, + "FP": 80, + "IoU": 0.025069637883008356, + "TN": 81202, + "TP": 18, + "n_pred": 98, + "n_ref": 638 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1626, + "IoU": 0.0, + "TN": 80294, + "TP": 0, + "n_pred": 1626, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 81919, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 143, + "IoU": 0.0, + "TN": 81777, + "TP": 0, + "n_pred": 143, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9352090350703388, + "FN": 491, + "FP": 163, + "IoU": 0.8783029400818757, + "TN": 76546, + "TP": 4720, + "n_pred": 4883, + "n_ref": 5211 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 122, + "IoU": 0.0, + "TN": 81798, + "TP": 0, + "n_pred": 122, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 4416, + "FP": 0, + "IoU": 0.0, + "TN": 77504, + "TP": 0, + "n_pred": 0, + "n_ref": 4416 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 16234, + "FP": 0, + "IoU": 0.0, + "TN": 65686, + "TP": 0, + "n_pred": 0, + "n_ref": 16234 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.35503318303865444, + "FN": 11261, + "FP": 1470, + "IoU": 0.21582999692023405, + "TN": 65685, + "TP": 3504, + "n_pred": 4974, + "n_ref": 14765 + }, + "15": { + "Dice": 0.0, + "FN": 1335, + "FP": 281, + "IoU": 0.0, + "TN": 80304, + "TP": 0, + "n_pred": 281, + "n_ref": 1335 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1650, + "IoU": 0.0, + "TN": 80270, + "TP": 0, + "n_pred": 1650, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 233, + "IoU": 0.0, + "TN": 81687, + "TP": 0, + "n_pred": 233, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 81910, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 426, + "IoU": 0.0, + "TN": 81494, + "TP": 0, + "n_pred": 426, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.1426319936958235, + "FN": 2104, + "FP": 72, + "IoU": 0.07679253288078065, + "TN": 79563, + "TP": 181, + "n_pred": 253, + "n_ref": 2285 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 10621, + "FP": 0, + "IoU": 0.0, + "TN": 71299, + "TP": 0, + "n_pred": 0, + "n_ref": 10621 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 53, + "IoU": 0.0, + "TN": 81867, + "TP": 0, + "n_pred": 53, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3295, + "IoU": 0.0, + "TN": 78625, + "TP": 0, + "n_pred": 3295, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 47, + "FP": 1422, + "IoU": 0.0, + "TN": 80451, + "TP": 0, + "n_pred": 1422, + "n_ref": 47 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 279, + "IoU": 0.0, + "TN": 81641, + "TP": 0, + "n_pred": 279, + "n_ref": 0 + }, + "8": { + "Dice": 0.5195662423385196, + "FN": 5095, + "FP": 0, + "IoU": 0.35095541401273883, + "TN": 74070, + "TP": 2755, + "n_pred": 2755, + "n_ref": 7850 + }, + "9": { + "Dice": 0.0, + "FN": 1067, + "FP": 0, + "IoU": 0.0, + "TN": 80853, + "TP": 0, + "n_pred": 0, + "n_ref": 1067 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 9832, + "FP": 0, + "IoU": 0.0, + "TN": 39320, + "TP": 0, + "n_pred": 0, + "n_ref": 9832 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 49150, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.028523016097147698, + "FN": 6880, + "FP": 0, + "IoU": 0.014467841283483742, + "TN": 42171, + "TP": 101, + "n_pred": 101, + "n_ref": 6981 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 3155, + "IoU": 0.0, + "TN": 45997, + "TP": 0, + "n_pred": 3155, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 49129, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 9838, + "IoU": 0.0, + "TN": 39314, + "TP": 0, + "n_pred": 9838, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 5850, + "FP": 0, + "IoU": 0.0, + "TN": 43302, + "TP": 0, + "n_pred": 0, + "n_ref": 5850 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.4675757575757576, + "FN": 3395, + "FP": 119, + "IoU": 0.3051216136049041, + "TN": 44095, + "TP": 1543, + "n_pred": 1662, + "n_ref": 4938 + }, + "15": { + "Dice": 0.8155216822193134, + "FN": 804, + "FP": 3565, + "IoU": 0.6885070583202624, + "TN": 35126, + "TP": 9657, + "n_pred": 13222, + "n_ref": 10461 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 67, + "IoU": 0.0, + "TN": 49085, + "TP": 0, + "n_pred": 67, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 3534, + "IoU": 0.0, + "TN": 45618, + "TP": 0, + "n_pred": 3534, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1526, + "IoU": 0.0, + "TN": 47626, + "TP": 0, + "n_pred": 1526, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 331, + "FP": 0, + "IoU": 0.0, + "TN": 32437, + "TP": 0, + "n_pred": 0, + "n_ref": 331 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 389, + "FP": 0, + "IoU": 0.0, + "TN": 32379, + "TP": 0, + "n_pred": 0, + "n_ref": 389 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 92, + "IoU": 0.0, + "TN": 32676, + "TP": 0, + "n_pred": 92, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 4329, + "IoU": 0.0, + "TN": 28439, + "TP": 0, + "n_pred": 4329, + "n_ref": 0 + }, + "7": { + "Dice": 0.010966742162355466, + "FN": 8297, + "FP": 0, + "IoU": 0.005513604219105837, + "TN": 24425, + "TP": 46, + "n_pred": 46, + "n_ref": 8343 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 68, + "IoU": 0.0, + "TN": 32700, + "TP": 0, + "n_pred": 68, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 98301, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 73, + "IoU": 0.0, + "TN": 98231, + "TP": 0, + "n_pred": 73, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8165888744356875, + "FN": 291, + "FP": 6900, + "IoU": 0.6900297426613216, + "TN": 75105, + "TP": 16008, + "n_pred": 22908, + "n_ref": 16299 + }, + "7": { + "Dice": 0.6794010522055848, + "FN": 7900, + "FP": 22, + "IoU": 0.5144643294925226, + "TN": 81988, + "TP": 8394, + "n_pred": 8416, + "n_ref": 16294 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 520, + "IoU": 0.0, + "TN": 97784, + "TP": 0, + "n_pred": 520, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 98298, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.49726402188782487, + "FN": 2940, + "FP": 0, + "IoU": 0.3309057806099226, + "TN": 28374, + "TP": 1454, + "n_pred": 1454, + "n_ref": 4394 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9229574670002588, + "FN": 497, + "FP": 396, + "IoU": 0.8569368792053829, + "TN": 26526, + "TP": 5349, + "n_pred": 5745, + "n_ref": 5846 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 332, + "IoU": 0.0, + "TN": 32436, + "TP": 0, + "n_pred": 332, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0400.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 1975, + "FP": 0, + "IoU": 0.0, + "TN": 30793, + "TP": 0, + "n_pred": 0, + "n_ref": 1975 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 1917, + "FP": 0, + "IoU": 0.0, + "TN": 30851, + "TP": 0, + "n_pred": 0, + "n_ref": 1917 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 430, + "IoU": 0.0, + "TN": 32338, + "TP": 0, + "n_pred": 430, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 56, + "IoU": 0.0, + "TN": 32712, + "TP": 0, + "n_pred": 56, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7698724239450442, + "FN": 937, + "FP": 1, + "IoU": 0.625847626645393, + "TN": 30261, + "TP": 1569, + "n_pred": 1570, + "n_ref": 2506 + }, + "7": { + "Dice": 0.0, + "FN": 410, + "FP": 0, + "IoU": 0.0, + "TN": 32358, + "TP": 0, + "n_pred": 0, + "n_ref": 410 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 1749, + "FP": 0, + "IoU": 0.0, + "TN": 31019, + "TP": 0, + "n_pred": 0, + "n_ref": 1749 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.10795245708569115, + "FN": 506.99555555555554, + "FP": 450.7577777777778, + "IoU": 0.07658451649973437, + "TN": 60481.10222222224, + "TP": 274.2111111111111, + "n_pred": 724.9688888888888, + "n_ref": 781.2066666666669 + }, + "mean": { + "1": { + "Dice": 0.0, + "FN": 32.3, + "FP": 230.93333333333334, + "IoU": 0.0, + "TN": 61449.833333333336, + "TP": 0.0, + "n_pred": 230.93333333333334, + "n_ref": 32.3 + }, + "10": { + "Dice": 0.0702667560195819, + "FN": 528.2666666666667, + "FP": 224.9, + "IoU": 0.03948690987973997, + "TN": 60900.76666666667, + "TP": 59.13333333333333, + "n_pred": 284.03333333333336, + "n_ref": 587.4 + }, + "11": { + "Dice": 0.0, + "FN": 122.2, + "FP": 0.0, + "IoU": 0.0, + "TN": 61590.86666666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 122.2 + }, + "12": { + "Dice": 0.0, + "FN": 262.7, + "FP": 0.0, + "IoU": 0.0, + "TN": 61450.36666666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 262.7 + }, + "13": { + "Dice": 0.023122923588039867, + "FN": 163.76666666666668, + "FP": 166.83333333333334, + "IoU": 0.011976872246696036, + "TN": 61373.76666666667, + "TP": 8.7, + "n_pred": 175.53333333333333, + "n_ref": 172.46666666666667 + }, + "14": { + "Dice": 0.17133876133980325, + "FN": 801.9666666666667, + "FP": 837.8666666666667, + "IoU": 0.12088681498992394, + "TN": 59786.46666666667, + "TP": 286.76666666666665, + "n_pred": 1124.6333333333334, + "n_ref": 1088.7333333333333 + }, + "15": { + "Dice": 0.11123303494080276, + "FN": 712.0666666666667, + "FP": 50.06666666666667, + "IoU": 0.07704, + "TN": 60790.433333333334, + "TP": 160.5, + "n_pred": 210.56666666666666, + "n_ref": 872.5666666666667 + }, + "2": { + "Dice": 0.0, + "FN": 519.5666666666667, + "FP": 114.5, + "IoU": 0.0, + "TN": 61079.0, + "TP": 0.0, + "n_pred": 114.5, + "n_ref": 519.5666666666667 + }, + "3": { + "Dice": 0.2036794459768344, + "FN": 1464.1333333333334, + "FP": 568.6666666666666, + "IoU": 0.15928386304481526, + "TN": 58812.566666666666, + "TP": 867.7, + "n_pred": 1436.3666666666666, + "n_ref": 2331.8333333333335 + }, + "4": { + "Dice": 0.0, + "FN": 0.0, + "FP": 19.633333333333333, + "IoU": 0.0, + "TN": 61693.433333333334, + "TP": 0.0, + "n_pred": 19.633333333333333, + "n_ref": 0.0 + }, + "5": { + "Dice": 0.2477866736553792, + "FN": 176.8, + "FP": 38.166666666666664, + "IoU": 0.1604366204273629, + "TN": 61427.433333333334, + "TP": 70.66666666666667, + "n_pred": 108.83333333333333, + "n_ref": 247.46666666666667 + }, + "6": { + "Dice": 0.31115359404838006, + "FN": 1111.6333333333334, + "FP": 3370.3333333333335, + "IoU": 0.24280437263103724, + "TN": 55046.76666666667, + "TP": 2184.3333333333335, + "n_pred": 5554.666666666667, + "n_ref": 3295.9666666666667 + }, + "7": { + "Dice": 0.18350165676534022, + "FN": 869.0666666666667, + "FP": 821.5, + "IoU": 0.11764052988787253, + "TN": 59715.1, + "TP": 307.4, + "n_pred": 1128.9, + "n_ref": 1176.4666666666667 + }, + "8": { + "Dice": 0.24032895484515, + "FN": 391.8666666666667, + "FP": 128.43333333333334, + "IoU": 0.1828628660220339, + "TN": 61123.566666666666, + "TP": 69.2, + "n_pred": 197.63333333333333, + "n_ref": 461.06666666666666 + }, + "9": { + "Dice": 0.05687505510605553, + "FN": 448.6, + "FP": 189.53333333333333, + "IoU": 0.03634889836653376, + "TN": 60976.166666666664, + "TP": 98.76666666666667, + "n_pred": 288.3, + "n_ref": 547.3666666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.4421756305074446, + "FN": 9163, + "FP": 16, + "IoU": 0.2838417726457049, + "TN": 19951, + "TP": 3638, + "n_pred": 3654, + "n_ref": 12801 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8990129081245254, + "FN": 86, + "FP": 579, + "IoU": 0.8165517241379311, + "TN": 45527, + "TP": 2960, + "n_pred": 3539, + "n_ref": 3046 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 502, + "FP": 0, + "IoU": 0.0, + "TN": 48650, + "TP": 0, + "n_pred": 0, + "n_ref": 502 + }, + "10": { + "Dice": 0.0, + "FN": 2, + "FP": 1290, + "IoU": 0.0, + "TN": 47860, + "TP": 0, + "n_pred": 1290, + "n_ref": 2 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 160, + "IoU": 0.0, + "TN": 48992, + "TP": 0, + "n_pred": 160, + "n_ref": 0 + }, + "3": { + "Dice": 0.8619342072718279, + "FN": 1774, + "FP": 1017, + "IoU": 0.7573676432235069, + "TN": 37649, + "TP": 8712, + "n_pred": 9729, + "n_ref": 10486 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 97, + "IoU": 0.0, + "TN": 49055, + "TP": 0, + "n_pred": 97, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 49146, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 84, + "IoU": 0.0, + "TN": 49068, + "TP": 0, + "n_pred": 84, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.16276202219482122, + "FN": 127, + "FP": 552, + "IoU": 0.08859060402684564, + "TN": 130327, + "TP": 66, + "n_pred": 618, + "n_ref": 193 + }, + "11": { + "Dice": 0.0, + "FN": 487, + "FP": 0, + "IoU": 0.0, + "TN": 130585, + "TP": 0, + "n_pred": 0, + "n_ref": 487 + }, + "12": { + "Dice": 0.0, + "FN": 4502, + "FP": 0, + "IoU": 0.0, + "TN": 126570, + "TP": 0, + "n_pred": 0, + "n_ref": 4502 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 485, + "FP": 1538, + "IoU": 0.0, + "TN": 129049, + "TP": 0, + "n_pred": 1538, + "n_ref": 485 + }, + "3": { + "Dice": 0.1339040048914705, + "FN": 476, + "FP": 8023, + "IoU": 0.0717562254259502, + "TN": 121916, + "TP": 657, + "n_pred": 8680, + "n_ref": 1133 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.2797303370786517, + "FN": 5378, + "FP": 10648, + "IoU": 0.16260842303270978, + "TN": 111934, + "TP": 3112, + "n_pred": 13760, + "n_ref": 8490 + }, + "7": { + "Dice": 0.15127388535031847, + "FN": 142, + "FP": 924, + "IoU": 0.0818260120585702, + "TN": 129911, + "TP": 95, + "n_pred": 1019, + "n_ref": 237 + }, + "8": { + "Dice": 0.0, + "FN": 10022, + "FP": 327, + "IoU": 0.0, + "TN": 120723, + "TP": 0, + "n_pred": 327, + "n_ref": 10022 + }, + "9": { + "Dice": 0.34996949359365465, + "FN": 4722, + "FP": 605, + "IoU": 0.2120988019523739, + "TN": 124311, + "TP": 1434, + "n_pred": 2039, + "n_ref": 6156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 301, + "FP": 10, + "IoU": 0.0, + "TN": 48841, + "TP": 0, + "n_pred": 10, + "n_ref": 301 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2270, + "FP": 0, + "IoU": 0.0, + "TN": 46882, + "TP": 0, + "n_pred": 0, + "n_ref": 2270 + }, + "13": { + "Dice": 0.0, + "FN": 222, + "FP": 0, + "IoU": 0.0, + "TN": 48930, + "TP": 0, + "n_pred": 0, + "n_ref": 222 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 314, + "IoU": 0.0, + "TN": 48838, + "TP": 0, + "n_pred": 314, + "n_ref": 0 + }, + "3": { + "Dice": 0.020947282671942277, + "FN": 16621, + "FP": 205, + "IoU": 0.010584499588380572, + "TN": 32146, + "TP": 180, + "n_pred": 385, + "n_ref": 16801 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 159, + "IoU": 0.0, + "TN": 48993, + "TP": 0, + "n_pred": 159, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2630, + "IoU": 0.0, + "TN": 79290, + "TP": 0, + "n_pred": 2630, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.4189054203249041, + "FN": 10040, + "FP": 1013, + "IoU": 0.26494646538538275, + "TN": 66883, + "TP": 3984, + "n_pred": 4997, + "n_ref": 14024 + }, + "15": { + "Dice": 0.5561651747040138, + "FN": 6183, + "FP": 1502, + "IoU": 0.3852, + "TN": 69420, + "TP": 4815, + "n_pred": 6317, + "n_ref": 10998 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 81905, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8448880691475896, + "FN": 3782, + "FP": 507, + "IoU": 0.7314339386349406, + "TN": 65950, + "TP": 11681, + "n_pred": 12188, + "n_ref": 15463 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2567, + "IoU": 0.0, + "TN": 62969, + "TP": 0, + "n_pred": 2567, + "n_ref": 0 + }, + "10": { + "Dice": 0.1619047619047619, + "FN": 176, + "FP": 0, + "IoU": 0.08808290155440414, + "TN": 65343, + "TP": 17, + "n_pred": 17, + "n_ref": 193 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 65528, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 81, + "IoU": 0.0, + "TN": 65455, + "TP": 0, + "n_pred": 81, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 29200, + "IoU": 0.0, + "TN": 36336, + "TP": 0, + "n_pred": 29200, + "n_ref": 0 + }, + "7": { + "Dice": 0.33509454949944384, + "FN": 9141, + "FP": 423, + "IoU": 0.20126941707031903, + "TN": 53562, + "TP": 2410, + "n_pred": 2833, + "n_ref": 11551 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 114680, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 237, + "IoU": 0.0, + "TN": 114451, + "TP": 0, + "n_pred": 237, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 95, + "IoU": 0.0, + "TN": 32673, + "TP": 0, + "n_pred": 95, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 6026, + "IoU": 0.0, + "TN": 26742, + "TP": 0, + "n_pred": 6026, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 32755, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 1096, + "FP": 0, + "IoU": 0.0, + "TN": 48056, + "TP": 0, + "n_pred": 0, + "n_ref": 1096 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 4584, + "FP": 89, + "IoU": 0.0, + "TN": 44479, + "TP": 0, + "n_pred": 89, + "n_ref": 4584 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.21848260125499144, + "FN": 2733, + "FP": 7, + "IoU": 0.12263848863272495, + "TN": 46029, + "TP": 383, + "n_pred": 390, + "n_ref": 3116 + }, + "6": { + "Dice": 0.8536400130194206, + "FN": 1125, + "FP": 224, + "IoU": 0.7446526594737838, + "TN": 43869, + "TP": 3934, + "n_pred": 4158, + "n_ref": 5059 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.45428480407773175, + "FN": 1383, + "FP": 330, + "IoU": 0.29389942291838417, + "TN": 46726, + "TP": 713, + "n_pred": 1043, + "n_ref": 2096 + }, + "9": { + "Dice": 0.0, + "FN": 275, + "FP": 0, + "IoU": 0.0, + "TN": 48877, + "TP": 0, + "n_pred": 0, + "n_ref": 275 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 3492, + "FP": 0, + "IoU": 0.0, + "TN": 45660, + "TP": 0, + "n_pred": 0, + "n_ref": 3492 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2723, + "IoU": 0.0, + "TN": 111965, + "TP": 0, + "n_pred": 2723, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1198, + "IoU": 0.0, + "TN": 113490, + "TP": 0, + "n_pred": 1198, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 2918, + "FP": 0, + "IoU": 0.0, + "TN": 111770, + "TP": 0, + "n_pred": 0, + "n_ref": 2918 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 936, + "IoU": 0.0, + "TN": 113752, + "TP": 0, + "n_pred": 936, + "n_ref": 0 + }, + "3": { + "Dice": 0.5270965189873418, + "FN": 4553, + "FP": 5011, + "IoU": 0.35786222639989257, + "TN": 99794, + "TP": 5330, + "n_pred": 10341, + "n_ref": 9883 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5903898458748866, + "FN": 1254, + "FP": 1005, + "IoU": 0.4188320041162851, + "TN": 110801, + "TP": 1628, + "n_pred": 2633, + "n_ref": 2882 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2379, + "IoU": 0.0, + "TN": 112309, + "TP": 0, + "n_pred": 2379, + "n_ref": 0 + }, + "7": { + "Dice": 0.4781667727562062, + "FN": 2223, + "FP": 1876, + "IoU": 0.31420445039317385, + "TN": 108711, + "TP": 1878, + "n_pred": 3754, + "n_ref": 4101 + }, + "8": { + "Dice": 0.8016801680168016, + "FN": 321, + "FP": 340, + "IoU": 0.6690035052578869, + "TN": 112691, + "TP": 1336, + "n_pred": 1676, + "n_ref": 1657 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 2154, + "IoU": 0.0, + "TN": 112534, + "TP": 0, + "n_pred": 2154, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.3898887765419616, + "FN": 18, + "FP": 6016, + "IoU": 0.24215021351419241, + "TN": 90342, + "TP": 1928, + "n_pred": 7944, + "n_ref": 1946 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 9350, + "IoU": 0.0, + "TN": 88954, + "TP": 0, + "n_pred": 9350, + "n_ref": 0 + }, + "8": { + "Dice": 0.6666666666666666, + "FN": 24, + "FP": 3, + "IoU": 0.5, + "TN": 98250, + "TP": 27, + "n_pred": 30, + "n_ref": 51 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 98293, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1451, + "IoU": 0.0, + "TN": 64085, + "TP": 0, + "n_pred": 1451, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7436462216197899, + "FN": 2157, + "FP": 869, + "IoU": 0.5919082939986514, + "TN": 58121, + "TP": 4389, + "n_pred": 5258, + "n_ref": 6546 + }, + "15": { + "Dice": 0.0, + "FN": 4295, + "FP": 0, + "IoU": 0.0, + "TN": 61241, + "TP": 0, + "n_pred": 0, + "n_ref": 4295 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 65535, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 141, + "IoU": 0.0, + "TN": 65395, + "TP": 0, + "n_pred": 141, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 65516, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 725, + "IoU": 0.0, + "TN": 81195, + "TP": 0, + "n_pred": 725, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 8821, + "FP": 3054, + "IoU": 0.0, + "TN": 70045, + "TP": 0, + "n_pred": 3054, + "n_ref": 8821 + }, + "15": { + "Dice": 0.0, + "FN": 6461, + "FP": 0, + "IoU": 0.0, + "TN": 75459, + "TP": 0, + "n_pred": 0, + "n_ref": 6461 + }, + "2": { + "Dice": 0.0, + "FN": 10518, + "FP": 0, + "IoU": 0.0, + "TN": 71402, + "TP": 0, + "n_pred": 0, + "n_ref": 10518 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 241, + "IoU": 0.0, + "TN": 81679, + "TP": 0, + "n_pred": 241, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.07891770011273957, + "FN": 2, + "FP": 2449, + "IoU": 0.04107981220657277, + "TN": 79364, + "TP": 105, + "n_pred": 2554, + "n_ref": 107 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 108, + "FP": 0, + "IoU": 0.0, + "TN": 49044, + "TP": 0, + "n_pred": 0, + "n_ref": 108 + }, + "10": { + "Dice": 0.3073341094295693, + "FN": 5484, + "FP": 466, + "IoU": 0.1815680880330124, + "TN": 41882, + "TP": 1320, + "n_pred": 1786, + "n_ref": 6804 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0693687707641196, + "FN": 4490, + "FP": 2513, + "IoU": 0.03593061674008811, + "TN": 41888, + "TP": 261, + "n_pred": 2774, + "n_ref": 4751 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9054054054054054, + "FN": 1353, + "FP": 89, + "IoU": 0.8271604938271605, + "TN": 40809, + "TP": 6901, + "n_pred": 6990, + "n_ref": 8254 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 33, + "IoU": 0.0, + "TN": 49119, + "TP": 0, + "n_pred": 33, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 2540, + "IoU": 0.0, + "TN": 46612, + "TP": 0, + "n_pred": 2540, + "n_ref": 0 + }, + "9": { + "Dice": 0.007797270955165692, + "FN": 1836, + "FP": 200, + "IoU": 0.003913894324853229, + "TN": 47108, + "TP": 8, + "n_pred": 208, + "n_ref": 1844 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.14415726246814706, + "FN": 1538, + "FP": 813, + "IoU": 0.07767752059631228, + "TN": 62987, + "TP": 198, + "n_pred": 1011, + "n_ref": 1736 + }, + "15": { + "Dice": 0.0, + "FN": 1505, + "FP": 0, + "IoU": 0.0, + "TN": 64031, + "TP": 0, + "n_pred": 0, + "n_ref": 1505 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 90, + "IoU": 0.0, + "TN": 65446, + "TP": 0, + "n_pred": 90, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 432, + "IoU": 0.0, + "TN": 65104, + "TP": 0, + "n_pred": 432, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 472, + "FP": 0, + "IoU": 0.0, + "TN": 65064, + "TP": 0, + "n_pred": 0, + "n_ref": 472 + }, + "6": { + "Dice": 0.023947234906139016, + "FN": 694, + "FP": 8925, + "IoU": 0.01211872239909623, + "TN": 55799, + "TP": 118, + "n_pred": 9043, + "n_ref": 812 + }, + "7": { + "Dice": 0.5698769007965243, + "FN": 148, + "FP": 1040, + "IoU": 0.39848101265822783, + "TN": 63561, + "TP": 787, + "n_pred": 1827, + "n_ref": 935 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.07066666666666667, + "FN": 9758, + "FP": 0, + "IoU": 0.036627505183137524, + "TN": 71791, + "TP": 371, + "n_pred": 371, + "n_ref": 10129 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 201, + "FP": 2492, + "IoU": 0.0, + "TN": 79227, + "TP": 0, + "n_pred": 2492, + "n_ref": 201 + }, + "14": { + "Dice": 0.04087193460490463, + "FN": 69, + "FP": 635, + "IoU": 0.02086230876216968, + "TN": 81201, + "TP": 15, + "n_pred": 650, + "n_ref": 84 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 81890, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 33, + "IoU": 0.0, + "TN": 81887, + "TP": 0, + "n_pred": 33, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7482797881293005, + "FN": 5, + "FP": 10165, + "IoU": 0.5978011547892115, + "TN": 56634, + "TP": 15116, + "n_pred": 25281, + "n_ref": 15121 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5164, + "IoU": 0.0, + "TN": 76756, + "TP": 0, + "n_pred": 5164, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 43, + "IoU": 0.0, + "TN": 81877, + "TP": 0, + "n_pred": 43, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 359, + "FP": 0, + "IoU": 0.0, + "TN": 65177, + "TP": 0, + "n_pred": 0, + "n_ref": 359 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 65531, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1109, + "FP": 0, + "IoU": 0.0, + "TN": 64427, + "TP": 0, + "n_pred": 0, + "n_ref": 1109 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.02312925170068027, + "FN": 1434, + "FP": 2, + "IoU": 0.01169993117687543, + "TN": 64083, + "TP": 17, + "n_pred": 19, + "n_ref": 1451 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 65535, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "3": { + "Dice": 0.5702247191011236, + "FN": 720, + "FP": 198, + "IoU": 0.3988212180746562, + "TN": 64009, + "TP": 609, + "n_pred": 807, + "n_ref": 1329 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 426, + "IoU": 0.0, + "TN": 65110, + "TP": 0, + "n_pred": 426, + "n_ref": 0 + }, + "7": { + "Dice": 0.05338932213557288, + "FN": 3156, + "FP": 0, + "IoU": 0.027426810477657937, + "TN": 62291, + "TP": 89, + "n_pred": 89, + "n_ref": 3245 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 34, + "FP": 0, + "IoU": 0.0, + "TN": 65502, + "TP": 0, + "n_pred": 0, + "n_ref": 34 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 250, + "IoU": 0.0, + "TN": 48902, + "TP": 0, + "n_pred": 250, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 2083, + "FP": 0, + "IoU": 0.0, + "TN": 47069, + "TP": 0, + "n_pred": 0, + "n_ref": 2083 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 182, + "IoU": 0.0, + "TN": 48970, + "TP": 0, + "n_pred": 182, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1139, + "IoU": 0.0, + "TN": 48013, + "TP": 0, + "n_pred": 1139, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4, + "FN": 1102, + "FP": 23, + "IoU": 0.25, + "TN": 47652, + "TP": 375, + "n_pred": 398, + "n_ref": 1477 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.4953590620420127, + "FN": 3099, + "FP": 0, + "IoU": 0.32922077922077925, + "TN": 44532, + "TP": 1521, + "n_pred": 1521, + "n_ref": 4620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0008628127696289905, + "FN": 9264, + "FP": 0, + "IoU": 0.00043159257660768235, + "TN": 23500, + "TP": 4, + "n_pred": 4, + "n_ref": 9268 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1006, + "IoU": 0.0, + "TN": 64530, + "TP": 0, + "n_pred": 1006, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 65529, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "5": { + "Dice": 0.18227424749163879, + "FN": 845, + "FP": 133, + "IoU": 0.10027598896044158, + "TN": 64449, + "TP": 109, + "n_pred": 242, + "n_ref": 954 + }, + "6": { + "Dice": 0.7959678387135486, + "FN": 7736, + "FP": 765, + "IoU": 0.661085197145477, + "TN": 40453, + "TP": 16582, + "n_pred": 17347, + "n_ref": 24318 + }, + "7": { + "Dice": 0.011978438810141745, + "FN": 371, + "FP": 4578, + "IoU": 0.006025306286402892, + "TN": 60557, + "TP": 30, + "n_pred": 4608, + "n_ref": 401 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 76, + "IoU": 0.0, + "TN": 65460, + "TP": 0, + "n_pred": 76, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1909, + "IoU": 0.0, + "TN": 63627, + "TP": 0, + "n_pred": 1909, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 17552, + "IoU": 0.0, + "TN": 80752, + "TP": 0, + "n_pred": 17552, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 98300, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 692, + "IoU": 0.0, + "TN": 97612, + "TP": 0, + "n_pred": 692, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 98282, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.3541339261757829, + "FN": 13289, + "FP": 20411, + "IoU": 0.21516570017932415, + "TN": 55365, + "TP": 9239, + "n_pred": 29650, + "n_ref": 22528 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1249, + "IoU": 0.0, + "TN": 97055, + "TP": 0, + "n_pred": 1249, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 109, + "IoU": 0.0, + "TN": 98195, + "TP": 0, + "n_pred": 109, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 202, + "IoU": 0.0, + "TN": 81718, + "TP": 0, + "n_pred": 202, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 72, + "IoU": 0.0, + "TN": 81848, + "TP": 0, + "n_pred": 72, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.24351169496956104, + "FN": 132, + "FP": 2229, + "IoU": 0.13863553447646845, + "TN": 79179, + "TP": 380, + "n_pred": 2609, + "n_ref": 512 + }, + "7": { + "Dice": 0.41873835507053503, + "FN": 10891, + "FP": 28, + "IoU": 0.26481281982224614, + "TN": 67068, + "TP": 3933, + "n_pred": 3961, + "n_ref": 14824 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 392, + "IoU": 0.0, + "TN": 81528, + "TP": 0, + "n_pred": 392, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2869061/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0383.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": NaN, + "FN": 461.01422222222226, + "FP": 355.2182222222222, + "IoU": NaN, + "TN": 64421.20488888889, + "TP": 298.5626666666667, + "n_pred": 653.7808888888889, + "n_ref": 759.576888888889 + }, + "mean": { + "1": { + "Dice": 0.17095626294974553, + "FN": 438.2933333333334, + "FP": 80.12, + "IoU": 0.14942068406644712, + "TN": 64820.91333333333, + "TP": 196.67333333333332, + "n_pred": 276.79333333333335, + "n_ref": 634.9666666666667 + }, + "10": { + "Dice": 0.024151811864081597, + "FN": 336.5866666666667, + "FP": 148.30666666666667, + "IoU": 0.013301965497775393, + "TN": 65033.246666666666, + "TP": 17.86, + "n_pred": 166.16666666666666, + "n_ref": 354.4466666666666 + }, + "11": { + "Dice": NaN, + "FN": 49.78666666666667, + "FP": 0.0, + "IoU": NaN, + "TN": 65486.21333333333, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 49.78666666666667 + }, + "12": { + "Dice": NaN, + "FN": 93.58666666666667, + "FP": 0.0, + "IoU": NaN, + "TN": 65442.41333333333, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 93.58666666666667 + }, + "13": { + "Dice": 0.006666965947178563, + "FN": 256.9866666666666, + "FP": 42.593333333333334, + "IoU": 0.003437854278117873, + "TN": 65234.45333333333, + "TP": 1.9666666666666663, + "n_pred": 44.56, + "n_ref": 258.9533333333333 + }, + "14": { + "Dice": 0.06991530771533241, + "FN": 867.1866666666665, + "FP": 830.1866666666667, + "IoU": 0.047075944073984466, + "TN": 63683.28666666667, + "TP": 155.34, + "n_pred": 985.5266666666666, + "n_ref": 1022.5266666666666 + }, + "15": { + "Dice": 0.116240449833755, + "FN": 371.02666666666664, + "FP": 484.3666666666667, + "IoU": 0.09123746511654729, + "TN": 64357.17333333334, + "TP": 323.43333333333334, + "n_pred": 807.8, + "n_ref": 694.46 + }, + "2": { + "Dice": 0.0023190100360518367, + "FN": 578.1266666666667, + "FP": 141.16, + "IoU": 0.001180028757003322, + "TN": 64815.12666666666, + "TP": 1.5866666666666667, + "n_pred": 142.74666666666667, + "n_ref": 579.7133333333334 + }, + "3": { + "Dice": 0.08790996257346281, + "FN": 534.7266666666667, + "FP": 795.76, + "IoU": 0.06710342661677363, + "TN": 63902.91333333333, + "TP": 302.6, + "n_pred": 1098.3600000000001, + "n_ref": 837.3266666666666 + }, + "4": { + "Dice": 0.12667983654371395, + "FN": 317.2533333333333, + "FP": 22.086666666666666, + "IoU": 0.08719767873906303, + "TN": 65111.58666666667, + "TP": 85.07333333333334, + "n_pred": 107.16, + "n_ref": 402.32666666666665 + }, + "5": { + "Dice": NaN, + "FN": 240.98666666666662, + "FP": 7.633333333333333, + "IoU": NaN, + "TN": 65273.246666666666, + "TP": 14.133333333333335, + "n_pred": 21.766666666666666, + "n_ref": 255.11999999999998 + }, + "6": { + "Dice": 0.3681706564857748, + "FN": 1060.8066666666668, + "FP": 2049.1466666666665, + "IoU": 0.3144794175523321, + "TN": 59428.68000000001, + "TP": 2997.3666666666663, + "n_pred": 5046.513333333334, + "n_ref": 4058.1733333333336 + }, + "7": { + "Dice": 0.13353735251212467, + "FN": 797.3266666666666, + "FP": 530.1266666666667, + "IoU": 0.09381068605480344, + "TN": 63911.2, + "TP": 297.34666666666664, + "n_pred": 827.4733333333334, + "n_ref": 1094.6733333333334 + }, + "8": { + "Dice": 0.07493317218666737, + "FN": 563.9733333333334, + "FP": 48.52, + "IoU": 0.05482192191604203, + "TN": 64890.259999999995, + "TP": 33.24666666666667, + "n_pred": 81.76666666666667, + "n_ref": 597.22 + }, + "9": { + "Dice": 0.04239414517139349, + "FN": 408.56000000000006, + "FP": 148.26666666666665, + "IoU": 0.02607218533175133, + "TN": 64927.36, + "TP": 51.81333333333333, + "n_pred": 200.07999999999998, + "n_ref": 460.37333333333333 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/loop_003/summary.json b/nnActive_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/loop_003/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..22260dc2f36e37cbea156be16d4920f80dfd9aef --- /dev/null +++ b/nnActive_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/loop_003/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.22923307411258995, + "FN": 94786.09333333332, + "FP": 47255.03733333333, + "IoU": 0.16235451957737418, + "TN": 96223115.27200001, + "TP": 91804.43733333332, + "n_pred": 139059.47466666665, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.47868581544257, + "FN": 108206.94, + "FP": 63812.36, + "IoU": 0.3373710205399971, + "TN": 96198860.34, + "TP": 86081.2, + "n_pred": 149893.56, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.0905745641689099, + "FN": 69002.84, + "FP": 11618.12, + "IoU": 0.05073344516363726, + "TN": 96371120.16, + "TP": 5219.72, + "n_pred": 16837.84, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.0, + "FN": 3700.38, + "FP": 0.0, + "IoU": 0.0, + "TN": 96453260.46, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.0, + "FN": 4236.66, + "FP": 0.0, + "IoU": 0.0, + "TN": 96452724.18, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.02813240025889909, + "FN": 56792.0, + "FP": 6030.52, + "IoU": 0.014868060597946124, + "TN": 96393072.18, + "TP": 1066.14, + "n_pred": 7096.66, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.40985442170689024, + "FN": 91990.16, + "FP": 37870.46, + "IoU": 0.28796300337391506, + "TN": 96280732.24, + "TP": 46367.98, + "n_pred": 84238.44, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.3547842105756373, + "FN": 31686.62, + "FP": 26553.12, + "IoU": 0.24617754042805762, + "TN": 96376360.68, + "TP": 22360.42, + "n_pred": 48913.54, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.008009345966495312, + "FN": 156199.0, + "FP": 148.42, + "IoU": 0.00413228082376636, + "TN": 96299970.72, + "TP": 642.7, + "n_pred": 791.12, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.23678428123063963, + "FN": 113817.16, + "FP": 92413.34, + "IoU": 0.16034607217311297, + "TN": 96201144.92, + "TP": 49585.42, + "n_pred": 141998.76, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.2840351392939475, + "FN": 18315.32, + "FP": 12777.28, + "IoU": 0.19604106486368447, + "TN": 96417606.06, + "TP": 8262.18, + "n_pred": 21039.46, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.0, + "FN": 17152.16, + "FP": 0.0, + "IoU": 0.0, + "TN": 96439808.68, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.7638584650560137, + "FN": 282728.04, + "FP": 398692.26, + "IoU": 0.6263789906261586, + "TN": 94699044.96, + "TP": 1076495.58, + "n_pred": 1475187.84, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.1354856900570482, + "FN": 314381.06, + "FP": 29971.5, + "IoU": 0.07742744466647204, + "TN": 96088064.68, + "TP": 24543.6, + "n_pred": 54515.1, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.5195413593868893, + "FN": 82223.56, + "FP": 20531.98, + "IoU": 0.36080835929051913, + "TN": 96304059.68, + "TP": 50145.62, + "n_pred": 70677.6, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.1287504185449092, + "FN": 71359.5, + "FP": 8406.2, + "IoU": 0.07307051111334568, + "TN": 96370899.14, + "TP": 6296.0, + "n_pred": 14702.2, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.4405250877224231, + "FN": 30859, + "FP": 126194, + "IoU": 0.282482959010252, + "TN": 119374436, + "TP": 61831, + "n_pred": 188025, + "n_ref": 92690 + }, + "10": { + "Dice": 0.018618925831202046, + "FN": 74607, + "FP": 2137, + "IoU": 0.0093969434118133, + "TN": 119515848, + "TP": 728, + "n_pred": 2865, + "n_ref": 75335 + }, + "11": { + "Dice": 0.0, + "FN": 3546, + "FP": 0, + "IoU": 0.0, + "TN": 119589774, + "TP": 0, + "n_pred": 0, + "n_ref": 3546 + }, + "12": { + "Dice": 0.0, + "FN": 4465, + "FP": 0, + "IoU": 0.0, + "TN": 119588855, + "TP": 0, + "n_pred": 0, + "n_ref": 4465 + }, + "13": { + "Dice": 0.013256602610214777, + "FN": 52370, + "FP": 5242, + "IoU": 0.0066725288367040815, + "TN": 119535321, + "TP": 387, + "n_pred": 5629, + "n_ref": 52757 + }, + "14": { + "Dice": 0.2089353846153846, + "FN": 217777, + "FP": 7182, + "IoU": 0.11665429757290893, + "TN": 119338653, + "TP": 29708, + "n_pred": 36890, + "n_ref": 247485 + }, + "15": { + "Dice": 0.14271618324749255, + "FN": 19701, + "FP": 138425, + "IoU": 0.07684134323478586, + "TN": 119422032, + "TP": 13162, + "n_pred": 151587, + "n_ref": 32863 + }, + "2": { + "Dice": 0.0, + "FN": 140798, + "FP": 0, + "IoU": 0.0, + "TN": 119452522, + "TP": 0, + "n_pred": 0, + "n_ref": 140798 + }, + "3": { + "Dice": 0.4211296950823008, + "FN": 75177, + "FP": 186543, + "IoU": 0.2667284917390683, + "TN": 119236399, + "TP": 95201, + "n_pred": 281744, + "n_ref": 170378 + }, + "4": { + "Dice": 0.6328308262659733, + "FN": 39126, + "FP": 5640, + "IoU": 0.4628767517757727, + "TN": 119509976, + "TP": 38578, + "n_pred": 44218, + "n_ref": 77704 + }, + "5": { + "Dice": 0.0, + "FN": 64264, + "FP": 0, + "IoU": 0.0, + "TN": 119529056, + "TP": 0, + "n_pred": 0, + "n_ref": 64264 + }, + "6": { + "Dice": 0.8536339161272765, + "FN": 173494, + "FP": 172325, + "IoU": 0.7446433806236473, + "TN": 118239061, + "TP": 1008440, + "n_pred": 1180765, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 48771, + "IoU": 0.0, + "TN": 119544549, + "TP": 0, + "n_pred": 48771, + "n_ref": 0 + }, + "8": { + "Dice": 0.36373914301482607, + "FN": 218619, + "FP": 18873, + "IoU": 0.22229899435779382, + "TN": 119287943, + "TP": 67885, + "n_pred": 86758, + "n_ref": 286504 + }, + "9": { + "Dice": 0.09980840752845711, + "FN": 72106, + "FP": 7768, + "IoU": 0.052525444236198426, + "TN": 119509018, + "TP": 4428, + "n_pred": 12196, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6117558656557021, + "FN": 85168, + "FP": 46069, + "IoU": 0.4406687919806335, + "TN": 72591028, + "TP": 103395, + "n_pred": 149464, + "n_ref": 188563 + }, + "10": { + "Dice": 0.035171276790620994, + "FN": 67203, + "FP": 1268, + "IoU": 0.017900428864441546, + "TN": 72755941, + "TP": 1248, + "n_pred": 2516, + "n_ref": 68451 + }, + "11": { + "Dice": 0.0, + "FN": 2247, + "FP": 0, + "IoU": 0.0, + "TN": 72823413, + "TP": 0, + "n_pred": 0, + "n_ref": 2247 + }, + "12": { + "Dice": 0.0, + "FN": 2874, + "FP": 0, + "IoU": 0.0, + "TN": 72822786, + "TP": 0, + "n_pred": 0, + "n_ref": 2874 + }, + "13": { + "Dice": 0.0, + "FN": 50183, + "FP": 0, + "IoU": 0.0, + "TN": 72775477, + "TP": 0, + "n_pred": 0, + "n_ref": 50183 + }, + "14": { + "Dice": 0.6029069604462759, + "FN": 33873, + "FP": 22789, + "IoU": 0.4315438867542161, + "TN": 72725983, + "TP": 43015, + "n_pred": 65804, + "n_ref": 76888 + }, + "15": { + "Dice": 0.39507786585708665, + "FN": 14372, + "FP": 71706, + "IoU": 0.2461663762074492, + "TN": 72711473, + "TP": 28109, + "n_pred": 99815, + "n_ref": 42481 + }, + "2": { + "Dice": 0.0, + "FN": 135843, + "FP": 0, + "IoU": 0.0, + "TN": 72689817, + "TP": 0, + "n_pred": 0, + "n_ref": 135843 + }, + "3": { + "Dice": 0.5431106761707023, + "FN": 24476, + "FP": 148267, + "IoU": 0.3727878757071173, + "TN": 72550246, + "TP": 102671, + "n_pred": 250938, + "n_ref": 127147 + }, + "4": { + "Dice": 0.2099580600064523, + "FN": 22129, + "FP": 14604, + "IoU": 0.1172922574133705, + "TN": 72784046, + "TP": 4881, + "n_pred": 19485, + "n_ref": 27010 + }, + "5": { + "Dice": 0.0, + "FN": 8639, + "FP": 0, + "IoU": 0.0, + "TN": 72817021, + "TP": 0, + "n_pred": 0, + "n_ref": 8639 + }, + "6": { + "Dice": 0.7759845350656023, + "FN": 238166, + "FP": 321665, + "IoU": 0.6339662833485458, + "TN": 71296208, + "TP": 969621, + "n_pred": 1291286, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.06827383404599889, + "FN": 229269, + "FP": 33079, + "IoU": 0.0353434328577732, + "TN": 72553700, + "TP": 9612, + "n_pred": 42691, + "n_ref": 238881 + }, + "8": { + "Dice": 0.6878677523630263, + "FN": 16167, + "FP": 21974, + "IoU": 0.5242366031334198, + "TN": 72745492, + "TP": 42027, + "n_pred": 64001, + "n_ref": 58194 + }, + "9": { + "Dice": 0.00124446571736269, + "FN": 77933, + "FP": 5533, + "IoU": 0.0006226202734739817, + "TN": 72742142, + "TP": 52, + "n_pred": 5585, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.24391345532560896, + "FN": 221159, + "FP": 19895, + "IoU": 0.13889603337905806, + "TN": 71529552, + "TP": 38882, + "n_pred": 58777, + "n_ref": 260041 + }, + "10": { + "Dice": 0.01762189469387061, + "FN": 92682, + "FP": 22827, + "IoU": 0.00888927023896349, + "TN": 71692943, + "TP": 1036, + "n_pred": 23863, + "n_ref": 93718 + }, + "11": { + "Dice": 0.0, + "FN": 3369, + "FP": 0, + "IoU": 0.0, + "TN": 71806119, + "TP": 0, + "n_pred": 0, + "n_ref": 3369 + }, + "12": { + "Dice": 0.0, + "FN": 6509, + "FP": 0, + "IoU": 0.0, + "TN": 71802979, + "TP": 0, + "n_pred": 0, + "n_ref": 6509 + }, + "13": { + "Dice": 0.13626096038473684, + "FN": 58291, + "FP": 12831, + "IoU": 0.07311160923734557, + "TN": 71732756, + "TP": 5610, + "n_pred": 18441, + "n_ref": 63901 + }, + "14": { + "Dice": 0.19843080844928068, + "FN": 464647, + "FP": 94, + "IoU": 0.11014331804735145, + "TN": 71287223, + "TP": 57524, + "n_pred": 57618, + "n_ref": 522171 + }, + "15": { + "Dice": 0.05297512746848875, + "FN": 175546, + "FP": 7405, + "IoU": 0.027208243826700982, + "TN": 71621420, + "TP": 5117, + "n_pred": 12522, + "n_ref": 180663 + }, + "2": { + "Dice": 0.0, + "FN": 146874, + "FP": 0, + "IoU": 0.0, + "TN": 71662614, + "TP": 0, + "n_pred": 0, + "n_ref": 146874 + }, + "3": { + "Dice": 0.5894883822236743, + "FN": 33434, + "FP": 177656, + "IoU": 0.41792522287267925, + "TN": 71446837, + "TP": 151561, + "n_pred": 329217, + "n_ref": 184995 + }, + "4": { + "Dice": 0.2725204176994027, + "FN": 7268, + "FP": 28540, + "IoU": 0.15775608608726333, + "TN": 71766973, + "TP": 6707, + "n_pred": 35247, + "n_ref": 13975 + }, + "5": { + "Dice": 0.0, + "FN": 10343, + "FP": 0, + "IoU": 0.0, + "TN": 71799145, + "TP": 0, + "n_pred": 0, + "n_ref": 10343 + }, + "6": { + "Dice": 0.7784760449716889, + "FN": 135866, + "FP": 497185, + "IoU": 0.6372990408965383, + "TN": 70064108, + "TP": 1112329, + "n_pred": 1609514, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.3630760237716364, + "FN": 179239, + "FP": 16889, + "IoU": 0.22180384003428177, + "TN": 71557459, + "TP": 55901, + "n_pred": 72790, + "n_ref": 235140 + }, + "8": { + "Dice": 0.6737864698175311, + "FN": 28523, + "FP": 22518, + "IoU": 0.5080527791967461, + "TN": 71705735, + "TP": 52712, + "n_pred": 75230, + "n_ref": 81235 + }, + "9": { + "Dice": 0.10439470002468933, + "FN": 83082, + "FP": 3978, + "IoU": 0.05507196040549634, + "TN": 71717354, + "TP": 5074, + "n_pred": 9052, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8224058961925738, + "FN": 33650, + "FP": 44325, + "IoU": 0.6983780689233673, + "TN": 135186991, + "TP": 180544, + "n_pred": 224869, + "n_ref": 214194 + }, + "10": { + "Dice": 0.24349592390072272, + "FN": 71709, + "FP": 11716, + "IoU": 0.13862531104480078, + "TN": 135348659, + "TP": 13426, + "n_pred": 25142, + "n_ref": 85135 + }, + "11": { + "Dice": 0.0, + "FN": 3547, + "FP": 0, + "IoU": 0.0, + "TN": 135441963, + "TP": 0, + "n_pred": 0, + "n_ref": 3547 + }, + "12": { + "Dice": 0.0, + "FN": 5508, + "FP": 0, + "IoU": 0.0, + "TN": 135440002, + "TP": 0, + "n_pred": 0, + "n_ref": 5508 + }, + "13": { + "Dice": 0.06339653510181426, + "FN": 38403, + "FP": 25715, + "IoU": 0.03273594013999517, + "TN": 135379222, + "TP": 2170, + "n_pred": 27885, + "n_ref": 40573 + }, + "14": { + "Dice": 0.6586338081202852, + "FN": 66926, + "FP": 11947, + "IoU": 0.49101715259224843, + "TN": 135290548, + "TP": 76089, + "n_pred": 88036, + "n_ref": 143015 + }, + "15": { + "Dice": 0.4837596785259238, + "FN": 26620, + "FP": 26052, + "IoU": 0.3190521130948533, + "TN": 135368159, + "TP": 24679, + "n_pred": 50731, + "n_ref": 51299 + }, + "2": { + "Dice": 0.0, + "FN": 209539, + "FP": 71, + "IoU": 0.0, + "TN": 135235900, + "TP": 0, + "n_pred": 71, + "n_ref": 209539 + }, + "3": { + "Dice": 0.4338238849218324, + "FN": 96761, + "FP": 242832, + "IoU": 0.27699559503254223, + "TN": 134975813, + "TP": 130104, + "n_pred": 372936, + "n_ref": 226865 + }, + "4": { + "Dice": 0.7432498617584328, + "FN": 13319, + "FP": 2932, + "IoU": 0.5914062303572776, + "TN": 135405737, + "TP": 23522, + "n_pred": 26454, + "n_ref": 36841 + }, + "5": { + "Dice": 0.0, + "FN": 28044, + "FP": 0, + "IoU": 0.0, + "TN": 135417466, + "TP": 0, + "n_pred": 0, + "n_ref": 28044 + }, + "6": { + "Dice": 0.8687819567410401, + "FN": 217687, + "FP": 218716, + "IoU": 0.7680057455927243, + "TN": 133564416, + "TP": 1444691, + "n_pred": 1663407, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.2174870316217119, + "FN": 167064, + "FP": 62530, + "IoU": 0.12201147227533461, + "TN": 135184010, + "TP": 31906, + "n_pred": 94436, + "n_ref": 198970 + }, + "8": { + "Dice": 0.4117053216734624, + "FN": 211124, + "FP": 13231, + "IoU": 0.2592121772436109, + "TN": 135142650, + "TP": 78505, + "n_pred": 91736, + "n_ref": 289629 + }, + "9": { + "Dice": 0.058770805424107786, + "FN": 94985, + "FP": 2676, + "IoU": 0.030275047165127595, + "TN": 135344800, + "TP": 3049, + "n_pred": 5725, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2367496392798435, + "FN": 213799, + "FP": 59682, + "IoU": 0.13426887330007345, + "TN": 105438109, + "TP": 42415, + "n_pred": 102097, + "n_ref": 256214 + }, + "10": { + "Dice": 0.0, + "FN": 60485, + "FP": 1686, + "IoU": 0.0, + "TN": 105691834, + "TP": 0, + "n_pred": 1686, + "n_ref": 60485 + }, + "11": { + "Dice": 0.0, + "FN": 2469, + "FP": 0, + "IoU": 0.0, + "TN": 105751536, + "TP": 0, + "n_pred": 0, + "n_ref": 2469 + }, + "12": { + "Dice": 0.0, + "FN": 4404, + "FP": 0, + "IoU": 0.0, + "TN": 105749601, + "TP": 0, + "n_pred": 0, + "n_ref": 4404 + }, + "13": { + "Dice": 0.0, + "FN": 80902, + "FP": 1363, + "IoU": 0.0, + "TN": 105671740, + "TP": 0, + "n_pred": 1363, + "n_ref": 80902 + }, + "14": { + "Dice": 0.7282302928990626, + "FN": 75359, + "FP": 15358, + "IoU": 0.5726117620454256, + "TN": 105541746, + "TP": 121542, + "n_pred": 136900, + "n_ref": 196901 + }, + "15": { + "Dice": 0.44792607696874276, + "FN": 19255, + "FP": 2134, + "IoU": 0.2885984168163374, + "TN": 105723939, + "TP": 8677, + "n_pred": 10811, + "n_ref": 27932 + }, + "2": { + "Dice": 0.0, + "FN": 152890, + "FP": 0, + "IoU": 0.0, + "TN": 105601115, + "TP": 0, + "n_pred": 0, + "n_ref": 152890 + }, + "3": { + "Dice": 0.0, + "FN": 171460, + "FP": 14579, + "IoU": 0.0, + "TN": 105567966, + "TP": 0, + "n_pred": 14579, + "n_ref": 171460 + }, + "4": { + "Dice": 0.2425992530087149, + "FN": 33839, + "FP": 9963, + "IoU": 0.1380443552354527, + "TN": 105703188, + "TP": 7015, + "n_pred": 16978, + "n_ref": 40854 + }, + "5": { + "Dice": 0.0, + "FN": 12365, + "FP": 0, + "IoU": 0.0, + "TN": 105741640, + "TP": 0, + "n_pred": 0, + "n_ref": 12365 + }, + "6": { + "Dice": 0.7951767070046376, + "FN": 339014, + "FP": 277941, + "IoU": 0.6599944669294324, + "TN": 103939461, + "TP": 1197589, + "n_pred": 1475530, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.09122006841505131, + "FN": 252142, + "FP": 71440, + "IoU": 0.04778972520908005, + "TN": 105414183, + "TP": 16240, + "n_pred": 87680, + "n_ref": 268382 + }, + "8": { + "Dice": 0.4334473461832522, + "FN": 61739, + "FP": 8658, + "IoU": 0.2766886546246635, + "TN": 105656679, + "TP": 26929, + "n_pred": 35587, + "n_ref": 88668 + }, + "9": { + "Dice": 0.22079944940503143, + "FN": 62616, + "FP": 23428, + "IoU": 0.12410037155799868, + "TN": 105655770, + "TP": 12191, + "n_pred": 35619, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.31836758884495997, + "FN": 188792, + "FP": 87233, + "IoU": 0.18932055943563025, + "TN": 96797394, + "TP": 64461, + "n_pred": 151694, + "n_ref": 253253 + }, + "10": { + "Dice": 0.3616613023025501, + "FN": 77516, + "FP": 46240, + "IoU": 0.22074880048358458, + "TN": 96979066, + "TP": 35058, + "n_pred": 81298, + "n_ref": 112574 + }, + "11": { + "Dice": 0.0, + "FN": 3561, + "FP": 0, + "IoU": 0.0, + "TN": 97134319, + "TP": 0, + "n_pred": 0, + "n_ref": 3561 + }, + "12": { + "Dice": 0.0, + "FN": 4518, + "FP": 0, + "IoU": 0.0, + "TN": 97133362, + "TP": 0, + "n_pred": 0, + "n_ref": 4518 + }, + "13": { + "Dice": 0.07627154237074578, + "FN": 47173, + "FP": 18808, + "IoU": 0.039647769449093956, + "TN": 97069175, + "TP": 2724, + "n_pred": 21532, + "n_ref": 49897 + }, + "14": { + "Dice": 0.546625291348158, + "FN": 164675, + "FP": 858, + "IoU": 0.3761076122311296, + "TN": 96872557, + "TP": 99790, + "n_pred": 100648, + "n_ref": 264465 + }, + "15": { + "Dice": 0.027982646420824295, + "FN": 21727, + "FP": 23083, + "IoU": 0.014189858101418986, + "TN": 97092425, + "TP": 645, + "n_pred": 23728, + "n_ref": 22372 + }, + "2": { + "Dice": 0.009950033527286885, + "FN": 137313, + "FP": 0, + "IoU": 0.004999891306710724, + "TN": 96999877, + "TP": 690, + "n_pred": 690, + "n_ref": 138003 + }, + "3": { + "Dice": 0.0, + "FN": 158463, + "FP": 84559, + "IoU": 0.0, + "TN": 96894858, + "TP": 0, + "n_pred": 84559, + "n_ref": 158463 + }, + "4": { + "Dice": 0.5251245577966698, + "FN": 13320, + "FP": 12319, + "IoU": 0.3560467160617858, + "TN": 97098065, + "TP": 14176, + "n_pred": 26495, + "n_ref": 27496 + }, + "5": { + "Dice": 0.0, + "FN": 14633, + "FP": 0, + "IoU": 0.0, + "TN": 97123247, + "TP": 0, + "n_pred": 0, + "n_ref": 14633 + }, + "6": { + "Dice": 0.7903628382968854, + "FN": 203799, + "FP": 483996, + "IoU": 0.6533883575336674, + "TN": 95153541, + "TP": 1296544, + "n_pred": 1780540, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.3388930131801531, + "FN": 198557, + "FP": 18733, + "IoU": 0.20401636731957667, + "TN": 96864897, + "TP": 55693, + "n_pred": 74426, + "n_ref": 254250 + }, + "8": { + "Dice": 0.6343501000386114, + "FN": 55768, + "FP": 27568, + "IoU": 0.46450418958515394, + "TN": 96982256, + "TP": 72288, + "n_pred": 99856, + "n_ref": 128056 + }, + "9": { + "Dice": 0.1966835559649931, + "FN": 59613, + "FP": 13635, + "IoU": 0.10906768837803321, + "TN": 97055665, + "TP": 8967, + "n_pred": 22602, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.603962292818592, + "FN": 36370, + "FP": 143483, + "IoU": 0.4326260599636584, + "TN": 130449800, + "TP": 137139, + "n_pred": 280622, + "n_ref": 173509 + }, + "10": { + "Dice": 0.04247300301282991, + "FN": 75366, + "FP": 9491, + "IoU": 0.021697275735251733, + "TN": 130680053, + "TP": 1882, + "n_pred": 11373, + "n_ref": 77248 + }, + "11": { + "Dice": 0.0, + "FN": 4049, + "FP": 0, + "IoU": 0.0, + "TN": 130762743, + "TP": 0, + "n_pred": 0, + "n_ref": 4049 + }, + "12": { + "Dice": 0.0, + "FN": 3328, + "FP": 0, + "IoU": 0.0, + "TN": 130763464, + "TP": 0, + "n_pred": 0, + "n_ref": 3328 + }, + "13": { + "Dice": 0.0, + "FN": 61367, + "FP": 4904, + "IoU": 0.0, + "TN": 130700521, + "TP": 0, + "n_pred": 4904, + "n_ref": 61367 + }, + "14": { + "Dice": 0.7747602021584551, + "FN": 53575, + "FP": 7972, + "IoU": 0.6323335264846266, + "TN": 130599393, + "TP": 105852, + "n_pred": 113824, + "n_ref": 159427 + }, + "15": { + "Dice": 0.5230667982889108, + "FN": 16868, + "FP": 4873, + "IoU": 0.35415738347740844, + "TN": 130733129, + "TP": 11922, + "n_pred": 16795, + "n_ref": 28790 + }, + "2": { + "Dice": 0.0, + "FN": 166331, + "FP": 0, + "IoU": 0.0, + "TN": 130600461, + "TP": 0, + "n_pred": 0, + "n_ref": 166331 + }, + "3": { + "Dice": 0.48776045916157484, + "FN": 44993, + "FP": 209274, + "IoU": 0.322541797109172, + "TN": 130391467, + "TP": 121058, + "n_pred": 330332, + "n_ref": 166051 + }, + "4": { + "Dice": 0.35318575303308375, + "FN": 19063, + "FP": 20762, + "IoU": 0.21446605388772733, + "TN": 130716094, + "TP": 10873, + "n_pred": 31635, + "n_ref": 29936 + }, + "5": { + "Dice": 0.0, + "FN": 31309, + "FP": 0, + "IoU": 0.0, + "TN": 130735483, + "TP": 0, + "n_pred": 0, + "n_ref": 31309 + }, + "6": { + "Dice": 0.7939252544827227, + "FN": 188762, + "FP": 407377, + "IoU": 0.6582720162523703, + "TN": 129022308, + "TP": 1148345, + "n_pred": 1555722, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.13107915712076382, + "FN": 411396, + "FP": 41456, + "IoU": 0.07013628084901921, + "TN": 130279783, + "TP": 34157, + "n_pred": 75613, + "n_ref": 445553 + }, + "8": { + "Dice": 0.4755627305998793, + "FN": 150240, + "FP": 26155, + "IoU": 0.3119595277193776, + "TN": 130510419, + "TP": 79978, + "n_pred": 106133, + "n_ref": 230218 + }, + "9": { + "Dice": 0.19154939038726362, + "FN": 90623, + "FP": 5657, + "IoU": 0.1059190609735713, + "TN": 130659106, + "TP": 11406, + "n_pred": 17063, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5283277270543009, + "FN": 90899, + "FP": 105411, + "IoU": 0.35899822043721735, + "TN": 71929753, + "TP": 109945, + "n_pred": 215356, + "n_ref": 200844 + }, + "10": { + "Dice": 0.00807027867681056, + "FN": 62375, + "FP": 8422, + "IoU": 0.00405148765562355, + "TN": 72164923, + "TP": 288, + "n_pred": 8710, + "n_ref": 62663 + }, + "11": { + "Dice": 0.0, + "FN": 2687, + "FP": 0, + "IoU": 0.0, + "TN": 72233321, + "TP": 0, + "n_pred": 0, + "n_ref": 2687 + }, + "12": { + "Dice": 0.0, + "FN": 4071, + "FP": 0, + "IoU": 0.0, + "TN": 72231937, + "TP": 0, + "n_pred": 0, + "n_ref": 4071 + }, + "13": { + "Dice": 0.04682570720896884, + "FN": 68642, + "FP": 4476, + "IoU": 0.023974157033398297, + "TN": 72161094, + "TP": 1796, + "n_pred": 6272, + "n_ref": 70438 + }, + "14": { + "Dice": 0.0014326679436098338, + "FN": 73523, + "FP": 375344, + "IoU": 0.0007168474740031479, + "TN": 71786819, + "TP": 322, + "n_pred": 375666, + "n_ref": 73845 + }, + "15": { + "Dice": 0.0, + "FN": 28316, + "FP": 71051, + "IoU": 0.0, + "TN": 72136641, + "TP": 0, + "n_pred": 71051, + "n_ref": 28316 + }, + "2": { + "Dice": 0.0, + "FN": 127295, + "FP": 0, + "IoU": 0.0, + "TN": 72108713, + "TP": 0, + "n_pred": 0, + "n_ref": 127295 + }, + "3": { + "Dice": 0.0, + "FN": 168246, + "FP": 22193, + "IoU": 0.0, + "TN": 72045569, + "TP": 0, + "n_pred": 22193, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 5982, + "IoU": 0.0, + "TN": 72230026, + "TP": 0, + "n_pred": 5982, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 8227, + "FP": 0, + "IoU": 0.0, + "TN": 72227781, + "TP": 0, + "n_pred": 0, + "n_ref": 8227 + }, + "6": { + "Dice": 0.5860034945009942, + "FN": 384229, + "FP": 1208967, + "IoU": 0.4144306525667055, + "TN": 69515244, + "TP": 1127568, + "n_pred": 2336535, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.04699851349661716, + "FN": 329112, + "FP": 82476, + "IoU": 0.024064760739513014, + "TN": 71814271, + "TP": 10149, + "n_pred": 92625, + "n_ref": 339261 + }, + "8": { + "Dice": 0.5583194848358953, + "FN": 35326, + "FP": 15704, + "IoU": 0.38726991102625985, + "TN": 72152725, + "TP": 32253, + "n_pred": 47957, + "n_ref": 67579 + }, + "9": { + "Dice": 0.0, + "FN": 49620, + "FP": 11751, + "IoU": 0.0, + "TN": 72174637, + "TP": 0, + "n_pred": 11751, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.02081423903841714, + "FN": 86017, + "FP": 193895, + "IoU": 0.010516566685637729, + "TN": 52270233, + "TP": 2975, + "n_pred": 196870, + "n_ref": 88992 + }, + "10": { + "Dice": 0.0, + "FN": 47184, + "FP": 240, + "IoU": 0.0, + "TN": 52505696, + "TP": 0, + "n_pred": 240, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0, + "FN": 2042, + "FP": 0, + "IoU": 0.0, + "TN": 52551078, + "TP": 0, + "n_pred": 0, + "n_ref": 2042 + }, + "12": { + "Dice": 0.0, + "FN": 4066, + "FP": 0, + "IoU": 0.0, + "TN": 52549054, + "TP": 0, + "n_pred": 0, + "n_ref": 4066 + }, + "13": { + "Dice": 0.0, + "FN": 21615, + "FP": 0, + "IoU": 0.0, + "TN": 52531505, + "TP": 0, + "n_pred": 0, + "n_ref": 21615 + }, + "14": { + "Dice": 0.0, + "FN": 55837, + "FP": 29096, + "IoU": 0.0, + "TN": 52468187, + "TP": 0, + "n_pred": 29096, + "n_ref": 55837 + }, + "15": { + "Dice": 0.047095082321771335, + "FN": 24398, + "FP": 10849, + "IoU": 0.024115399523783155, + "TN": 52517002, + "TP": 871, + "n_pred": 11720, + "n_ref": 25269 + }, + "2": { + "Dice": 0.0, + "FN": 135076, + "FP": 0, + "IoU": 0.0, + "TN": 52418044, + "TP": 0, + "n_pred": 0, + "n_ref": 135076 + }, + "3": { + "Dice": 0.29218565796983936, + "FN": 115706, + "FP": 16983, + "IoU": 0.17108748344536345, + "TN": 52393044, + "TP": 27387, + "n_pred": 44370, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 0, + "IoU": 0.0, + "TN": 52551240, + "TP": 0, + "n_pred": 0, + "n_ref": 1880 + }, + "5": { + "Dice": 0.0, + "FN": 6282, + "FP": 0, + "IoU": 0.0, + "TN": 52546838, + "TP": 0, + "n_pred": 0, + "n_ref": 6282 + }, + "6": { + "Dice": 0.7202959362418773, + "FN": 255949, + "FP": 145475, + "IoU": 0.5628613338357115, + "TN": 51634821, + "TP": 516875, + "n_pred": 662350, + "n_ref": 772824 + }, + "7": { + "Dice": 0.005197237745325059, + "FN": 192559, + "FP": 765, + "IoU": 0.0026053892864328866, + "TN": 52359291, + "TP": 505, + "n_pred": 1270, + "n_ref": 193064 + }, + "8": { + "Dice": 0.5164881446995481, + "FN": 36845, + "FP": 5632, + "IoU": 0.3481523540605242, + "TN": 52487956, + "TP": 22687, + "n_pred": 28319, + "n_ref": 59532 + }, + "9": { + "Dice": 0.19971823048746126, + "FN": 69230, + "FP": 1775, + "IoU": 0.11093720653602955, + "TN": 52473255, + "TP": 8860, + "n_pred": 10635, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3975657575463457, + "FN": 190319, + "FP": 120025, + "IoU": 0.24810113701613823, + "TN": 143724503, + "TP": 102403, + "n_pred": 222428, + "n_ref": 292722 + }, + "10": { + "Dice": 0.2835022836136794, + "FN": 80464, + "FP": 9584, + "IoU": 0.16516321630216108, + "TN": 144029387, + "TP": 17815, + "n_pred": 27399, + "n_ref": 98279 + }, + "11": { + "Dice": 0.0, + "FN": 6619, + "FP": 0, + "IoU": 0.0, + "TN": 144130631, + "TP": 0, + "n_pred": 0, + "n_ref": 6619 + }, + "12": { + "Dice": 0.0, + "FN": 5646, + "FP": 0, + "IoU": 0.0, + "TN": 144131604, + "TP": 0, + "n_pred": 0, + "n_ref": 5646 + }, + "13": { + "Dice": 0.010154692152952855, + "FN": 103723, + "FP": 8960, + "IoU": 0.005103257078782635, + "TN": 144023989, + "TP": 578, + "n_pred": 9538, + "n_ref": 104301 + }, + "14": { + "Dice": 0.7440926758631202, + "FN": 166011, + "FP": 1877, + "IoU": 0.5924741910192272, + "TN": 143725281, + "TP": 244081, + "n_pred": 245958, + "n_ref": 410092 + }, + "15": { + "Dice": 0.0, + "FN": 22666, + "FP": 565, + "IoU": 0.0, + "TN": 144114019, + "TP": 0, + "n_pred": 565, + "n_ref": 22666 + }, + "2": { + "Dice": 0.08631457823558362, + "FN": 131811, + "FP": 0, + "IoU": 0.04510384896803031, + "TN": 143999213, + "TP": 6226, + "n_pred": 6226, + "n_ref": 138037 + }, + "3": { + "Dice": 0.6089935513588208, + "FN": 26119, + "FP": 164029, + "IoU": 0.4378078562854423, + "TN": 143799024, + "TP": 148078, + "n_pred": 312107, + "n_ref": 174197 + }, + "4": { + "Dice": 0.6895524781508081, + "FN": 21070, + "FP": 6033, + "IoU": 0.5261961785221054, + "TN": 144080047, + "TP": 30100, + "n_pred": 36133, + "n_ref": 51170 + }, + "5": { + "Dice": 0.0, + "FN": 32132, + "FP": 0, + "IoU": 0.0, + "TN": 144105118, + "TP": 0, + "n_pred": 0, + "n_ref": 32132 + }, + "6": { + "Dice": 0.7305683072635472, + "FN": 147504, + "FP": 745786, + "IoU": 0.5755081675081675, + "TN": 142032875, + "TP": 1211085, + "n_pred": 1956871, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.0654536783748518, + "FN": 239179, + "FP": 43011, + "IoU": 0.033834123092935986, + "TN": 143845178, + "TP": 9882, + "n_pred": 52893, + "n_ref": 249061 + }, + "8": { + "Dice": 0.5377789404839765, + "FN": 126334, + "FP": 50350, + "IoU": 0.3677822426261419, + "TN": 143857783, + "TP": 102783, + "n_pred": 153133, + "n_ref": 229117 + }, + "9": { + "Dice": 0.09184429118226997, + "FN": 89313, + "FP": 12474, + "IoU": 0.048132492939570205, + "TN": 144030316, + "TP": 5147, + "n_pred": 17621, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5749714449862867, + "FN": 87913, + "FP": 98516, + "IoU": 0.4034806481339272, + "TN": 111466392, + "TP": 126099, + "n_pred": 224615, + "n_ref": 214012 + }, + "10": { + "Dice": 0.009532402322297191, + "FN": 45759, + "FP": 4739, + "IoU": 0.004789026625411403, + "TN": 111728179, + "TP": 243, + "n_pred": 4982, + "n_ref": 46002 + }, + "11": { + "Dice": 0.0, + "FN": 3795, + "FP": 0, + "IoU": 0.0, + "TN": 111775125, + "TP": 0, + "n_pred": 0, + "n_ref": 3795 + }, + "12": { + "Dice": 0.0, + "FN": 4660, + "FP": 0, + "IoU": 0.0, + "TN": 111774260, + "TP": 0, + "n_pred": 0, + "n_ref": 4660 + }, + "13": { + "Dice": 0.053437870738123484, + "FN": 51389, + "FP": 3664, + "IoU": 0.027452435211192963, + "TN": 111722313, + "TP": 1554, + "n_pred": 5218, + "n_ref": 52943 + }, + "14": { + "Dice": 0.6692535901625247, + "FN": 29714, + "FP": 31826, + "IoU": 0.5029159464305908, + "TN": 111655118, + "TP": 62262, + "n_pred": 94088, + "n_ref": 91976 + }, + "15": { + "Dice": 0.17171195371422668, + "FN": 8239, + "FP": 15812, + "IoU": 0.09391952983725135, + "TN": 111752376, + "TP": 2493, + "n_pred": 18305, + "n_ref": 10732 + }, + "2": { + "Dice": 0.0012400877749628215, + "FN": 206181, + "FP": 0, + "IoU": 0.0006204285804303253, + "TN": 111572611, + "TP": 128, + "n_pred": 128, + "n_ref": 206309 + }, + "3": { + "Dice": 0.037257384698107646, + "FN": 59143, + "FP": 162877, + "IoU": 0.01898230792343449, + "TN": 111552604, + "TP": 4296, + "n_pred": 167173, + "n_ref": 63439 + }, + "4": { + "Dice": 0.7677444915125103, + "FN": 6083, + "FP": 1538, + "IoU": 0.6230400158282633, + "TN": 111758703, + "TP": 12596, + "n_pred": 14134, + "n_ref": 18679 + }, + "5": { + "Dice": 0.0, + "FN": 26416, + "FP": 0, + "IoU": 0.0, + "TN": 111752504, + "TP": 0, + "n_pred": 0, + "n_ref": 26416 + }, + "6": { + "Dice": 0.829161033135288, + "FN": 313333, + "FP": 66366, + "IoU": 0.7081768343904937, + "TN": 110477793, + "TP": 921428, + "n_pred": 987794, + "n_ref": 1234761 + }, + "7": { + "Dice": 3.096011176600348e-05, + "FN": 238388, + "FP": 20001, + "IoU": 1.5480295518841454e-05, + "TN": 111520527, + "TP": 4, + "n_pred": 20005, + "n_ref": 238392 + }, + "8": { + "Dice": 0.26961955742484345, + "FN": 232116, + "FP": 12392, + "IoU": 0.15581518999578783, + "TN": 111489282, + "TP": 45130, + "n_pred": 57522, + "n_ref": 277246 + }, + "9": { + "Dice": 0.013584499987783723, + "FN": 79783, + "FP": 963, + "IoU": 0.006838700154977738, + "TN": 111697618, + "TP": 556, + "n_pred": 1519, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.10248323135473833, + "FN": 150782, + "FP": 105328, + "IoU": 0.05400913080093968, + "TN": 198817143, + "TP": 14622, + "n_pred": 119950, + "n_ref": 165404 + }, + "10": { + "Dice": 0.0, + "FN": 63127, + "FP": 763, + "IoU": 0.0, + "TN": 199023985, + "TP": 0, + "n_pred": 763, + "n_ref": 63127 + }, + "11": { + "Dice": 0.0, + "FN": 4435, + "FP": 0, + "IoU": 0.0, + "TN": 199083440, + "TP": 0, + "n_pred": 0, + "n_ref": 4435 + }, + "12": { + "Dice": 0.0, + "FN": 3335, + "FP": 0, + "IoU": 0.0, + "TN": 199084540, + "TP": 0, + "n_pred": 0, + "n_ref": 3335 + }, + "13": { + "Dice": 0.0, + "FN": 35594, + "FP": 0, + "IoU": 0.0, + "TN": 199052281, + "TP": 0, + "n_pred": 0, + "n_ref": 35594 + }, + "14": { + "Dice": 0.010387425747779004, + "FN": 46454, + "FP": 47673, + "IoU": 0.005220828357341394, + "TN": 198993254, + "TP": 494, + "n_pred": 48167, + "n_ref": 46948 + }, + "15": { + "Dice": 0.23827669629091092, + "FN": 119557, + "FP": 1979, + "IoU": 0.13525205450211675, + "TN": 198947330, + "TP": 19009, + "n_pred": 20988, + "n_ref": 138566 + }, + "2": { + "Dice": 0.0005400692831737557, + "FN": 129543, + "FP": 0, + "IoU": 0.0002701075799904305, + "TN": 198958297, + "TP": 35, + "n_pred": 35, + "n_ref": 129578 + }, + "3": { + "Dice": 0.5510351353552144, + "FN": 40709, + "FP": 119184, + "IoU": 0.38029571924112937, + "TN": 198829860, + "TP": 98122, + "n_pred": 217306, + "n_ref": 138831 + }, + "4": { + "Dice": 0.10896219155594315, + "FN": 16058, + "FP": 1311, + "IoU": 0.057620313602083445, + "TN": 199069444, + "TP": 1062, + "n_pred": 2373, + "n_ref": 17120 + }, + "5": { + "Dice": 0.0, + "FN": 20068, + "FP": 0, + "IoU": 0.0, + "TN": 199067807, + "TP": 0, + "n_pred": 0, + "n_ref": 20068 + }, + "6": { + "Dice": 0.6348509313645426, + "FN": 233812, + "FP": 825882, + "IoU": 0.46504147125786893, + "TN": 197106985, + "TP": 921196, + "n_pred": 1747078, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.08714206160790175, + "FN": 148743, + "FP": 6986, + "IoU": 0.0455559505276964, + "TN": 198924713, + "TP": 7433, + "n_pred": 14419, + "n_ref": 156176 + }, + "8": { + "Dice": 0.5877994440356471, + "FN": 60840, + "FP": 19826, + "IoU": 0.4162294382006209, + "TN": 198949694, + "TP": 57515, + "n_pred": 77341, + "n_ref": 118355 + }, + "9": { + "Dice": 0.11352851319226633, + "FN": 97119, + "FP": 954, + "IoU": 0.060180349391009365, + "TN": 198983522, + "TP": 6280, + "n_pred": 7234, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6242745800795731, + "FN": 60184, + "FP": 89307, + "IoU": 0.45377847282612666, + "TN": 130801510, + "TP": 124191, + "n_pred": 213498, + "n_ref": 184375 + }, + "10": { + "Dice": 0.3089746702274015, + "FN": 61722, + "FP": 32207, + "IoU": 0.18271439509954057, + "TN": 130960264, + "TP": 20999, + "n_pred": 53206, + "n_ref": 82721 + }, + "11": { + "Dice": 0.0, + "FN": 4071, + "FP": 0, + "IoU": 0.0, + "TN": 131071121, + "TP": 0, + "n_pred": 0, + "n_ref": 4071 + }, + "12": { + "Dice": 0.0, + "FN": 4635, + "FP": 0, + "IoU": 0.0, + "TN": 131070557, + "TP": 0, + "n_pred": 0, + "n_ref": 4635 + }, + "13": { + "Dice": 0.065929918007004, + "FN": 87014, + "FP": 2072, + "IoU": 0.03408869131519029, + "TN": 130982962, + "TP": 3144, + "n_pred": 5216, + "n_ref": 90158 + }, + "14": { + "Dice": 0.08655143206700756, + "FN": 45577, + "FP": 187367, + "IoU": 0.04523321583736372, + "TN": 130831212, + "TP": 11036, + "n_pred": 198403, + "n_ref": 56613 + }, + "15": { + "Dice": 0.5284961613728737, + "FN": 10025, + "FP": 21297, + "IoU": 0.35915377690482037, + "TN": 131026316, + "TP": 17554, + "n_pred": 38851, + "n_ref": 27579 + }, + "2": { + "Dice": 0.02274703788911436, + "FN": 158412, + "FP": 31, + "IoU": 0.011504364046990711, + "TN": 130914905, + "TP": 1844, + "n_pred": 1875, + "n_ref": 160256 + }, + "3": { + "Dice": 0.08294850112601758, + "FN": 180604, + "FP": 28702, + "IoU": 0.04326879125299399, + "TN": 130856420, + "TP": 9466, + "n_pred": 38168, + "n_ref": 190070 + }, + "4": { + "Dice": 0.6623010682841618, + "FN": 35355, + "FP": 3116, + "IoU": 0.49510472990708176, + "TN": 130998996, + "TP": 37725, + "n_pred": 40841, + "n_ref": 73080 + }, + "5": { + "Dice": 0.0, + "FN": 14699, + "FP": 0, + "IoU": 0.0, + "TN": 131060493, + "TP": 0, + "n_pred": 0, + "n_ref": 14699 + }, + "6": { + "Dice": 0.6833767506067285, + "FN": 178877, + "FP": 1015645, + "IoU": 0.5190374322507546, + "TN": 128591585, + "TP": 1289085, + "n_pred": 2304730, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.018816813181320908, + "FN": 768700, + "FP": 114723, + "IoU": 0.009497765429524137, + "TN": 130183298, + "TP": 8471, + "n_pred": 123194, + "n_ref": 777171 + }, + "8": { + "Dice": 0.6189516395792445, + "FN": 58018, + "FP": 28379, + "IoU": 0.4481752104543771, + "TN": 130918626, + "TP": 70169, + "n_pred": 98548, + "n_ref": 128187 + }, + "9": { + "Dice": 0.29537564536229305, + "FN": 52270, + "FP": 11056, + "IoU": 0.17327902453034635, + "TN": 130998593, + "TP": 13273, + "n_pred": 24329, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5685649240176539, + "FN": 77180, + "FP": 132796, + "IoU": 0.39719923981006733, + "TN": 101268866, + "TP": 138358, + "n_pred": 271154, + "n_ref": 215538 + }, + "10": { + "Dice": 0.21574450499283992, + "FN": 34599, + "FP": 47002, + "IoU": 0.12091570158901158, + "TN": 101524375, + "TP": 11224, + "n_pred": 58226, + "n_ref": 45823 + }, + "11": { + "Dice": 0.0, + "FN": 4959, + "FP": 0, + "IoU": 0.0, + "TN": 101612241, + "TP": 0, + "n_pred": 0, + "n_ref": 4959 + }, + "12": { + "Dice": 0.0, + "FN": 5490, + "FP": 0, + "IoU": 0.0, + "TN": 101611710, + "TP": 0, + "n_pred": 0, + "n_ref": 5490 + }, + "13": { + "Dice": 0.02830948869596947, + "FN": 59153, + "FP": 4758, + "IoU": 0.014357977853860152, + "TN": 101552358, + "TP": 931, + "n_pred": 5689, + "n_ref": 60084 + }, + "14": { + "Dice": 0.6657132524575073, + "FN": 21272, + "FP": 19400, + "IoU": 0.49892817543427376, + "TN": 101536030, + "TP": 40498, + "n_pred": 59898, + "n_ref": 61770 + }, + "15": { + "Dice": 0.5693641322703129, + "FN": 5450, + "FP": 36627, + "IoU": 0.39797976907558696, + "TN": 101547307, + "TP": 27816, + "n_pred": 64443, + "n_ref": 33266 + }, + "2": { + "Dice": 0.0, + "FN": 172343, + "FP": 0, + "IoU": 0.0, + "TN": 101444857, + "TP": 0, + "n_pred": 0, + "n_ref": 172343 + }, + "3": { + "Dice": 0.6133303534062101, + "FN": 33016, + "FP": 143455, + "IoU": 0.4423045928154499, + "TN": 101300771, + "TP": 139958, + "n_pred": 283413, + "n_ref": 172974 + }, + "4": { + "Dice": 0.0, + "FN": 16213, + "FP": 70913, + "IoU": 0.0, + "TN": 101530074, + "TP": 0, + "n_pred": 70913, + "n_ref": 16213 + }, + "5": { + "Dice": 0.0, + "FN": 30371, + "FP": 0, + "IoU": 0.0, + "TN": 101586829, + "TP": 0, + "n_pred": 0, + "n_ref": 30371 + }, + "6": { + "Dice": 0.7648752940707054, + "FN": 306847, + "FP": 447430, + "IoU": 0.6192696902578929, + "TN": 99636068, + "TP": 1226855, + "n_pred": 1674285, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.14619685682382547, + "FN": 392743, + "FP": 17103, + "IoU": 0.07886320473777068, + "TN": 101172265, + "TP": 35089, + "n_pred": 52192, + "n_ref": 427832 + }, + "8": { + "Dice": 0.4588473888794998, + "FN": 147779, + "FP": 50745, + "IoU": 0.29773001425594914, + "TN": 101334511, + "TP": 84165, + "n_pred": 134910, + "n_ref": 231944 + }, + "9": { + "Dice": 0.14404989437682325, + "FN": 74554, + "FP": 2027, + "IoU": 0.07761517615176151, + "TN": 101534175, + "TP": 6444, + "n_pred": 8471, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.29625171469104294, + "FN": 173687, + "FP": 6386, + "IoU": 0.17388232595481135, + "TN": 118964237, + "TP": 37902, + "n_pred": 44288, + "n_ref": 211589 + }, + "10": { + "Dice": 0.21594911195153932, + "FN": 70784, + "FP": 1569, + "IoU": 0.12104425574304215, + "TN": 119099895, + "TP": 9964, + "n_pred": 11533, + "n_ref": 80748 + }, + "11": { + "Dice": 0.0, + "FN": 4038, + "FP": 0, + "IoU": 0.0, + "TN": 119178174, + "TP": 0, + "n_pred": 0, + "n_ref": 4038 + }, + "12": { + "Dice": 0.0, + "FN": 4135, + "FP": 0, + "IoU": 0.0, + "TN": 119178077, + "TP": 0, + "n_pred": 0, + "n_ref": 4135 + }, + "13": { + "Dice": 0.0027945351312987934, + "FN": 33012, + "FP": 11950, + "IoU": 0.001399222654081066, + "TN": 119137187, + "TP": 63, + "n_pred": 12013, + "n_ref": 33075 + }, + "14": { + "Dice": 0.0628850308024642, + "FN": 62723, + "FP": 30981, + "IoU": 0.032463241367916736, + "TN": 119085364, + "TP": 3144, + "n_pred": 34125, + "n_ref": 65867 + }, + "15": { + "Dice": 0.5514513516880528, + "FN": 11867, + "FP": 2535, + "IoU": 0.3806923242313481, + "TN": 119158957, + "TP": 8853, + "n_pred": 11388, + "n_ref": 20720 + }, + "2": { + "Dice": 0.0, + "FN": 193486, + "FP": 0, + "IoU": 0.0, + "TN": 118988726, + "TP": 0, + "n_pred": 0, + "n_ref": 193486 + }, + "3": { + "Dice": 0.0, + "FN": 197000, + "FP": 5659, + "IoU": 0.0, + "TN": 118979553, + "TP": 0, + "n_pred": 5659, + "n_ref": 197000 + }, + "4": { + "Dice": 0.15884657352914872, + "FN": 38897, + "FP": 8126, + "IoU": 0.08627557662786857, + "TN": 119130749, + "TP": 4440, + "n_pred": 12566, + "n_ref": 43337 + }, + "5": { + "Dice": 0.0, + "FN": 17722, + "FP": 0, + "IoU": 0.0, + "TN": 119164490, + "TP": 0, + "n_pred": 0, + "n_ref": 17722 + }, + "6": { + "Dice": 0.7910900801670869, + "FN": 327240, + "FP": 418343, + "IoU": 0.6543829835364622, + "TN": 117024960, + "TP": 1411669, + "n_pred": 1830012, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.041014952369829334, + "FN": 290778, + "FP": 29453, + "IoU": 0.02093683788931726, + "TN": 118855133, + "TP": 6848, + "n_pred": 36301, + "n_ref": 297626 + }, + "8": { + "Dice": 0.6100061409529314, + "FN": 39947, + "FP": 14034, + "IoU": 0.4388552776565001, + "TN": 119086014, + "TP": 42217, + "n_pred": 56251, + "n_ref": 82164 + }, + "9": { + "Dice": 0.050715661271014414, + "FN": 83085, + "FP": 8108, + "IoU": 0.026017580023283384, + "TN": 119088583, + "TP": 2436, + "n_pred": 10544, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 24268, + "IoU": 0.0, + "TN": 61308212, + "TP": 0, + "n_pred": 24268, + "n_ref": 0 + }, + "10": { + "Dice": 0.00662758093295947, + "FN": 34311, + "FP": 762, + "IoU": 0.0033248081841432226, + "TN": 61297290, + "TP": 117, + "n_pred": 879, + "n_ref": 34428 + }, + "11": { + "Dice": 0.0, + "FN": 3864, + "FP": 0, + "IoU": 0.0, + "TN": 61328616, + "TP": 0, + "n_pred": 0, + "n_ref": 3864 + }, + "12": { + "Dice": 0.0, + "FN": 4850, + "FP": 0, + "IoU": 0.0, + "TN": 61327630, + "TP": 0, + "n_pred": 0, + "n_ref": 4850 + }, + "13": { + "Dice": 0.04868082708091162, + "FN": 51314, + "FP": 2700, + "IoU": 0.02494764964979421, + "TN": 61277084, + "TP": 1382, + "n_pred": 4082, + "n_ref": 52696 + }, + "14": { + "Dice": 0.27741346496046543, + "FN": 225755, + "FP": 7738, + "IoU": 0.16104471927391364, + "TN": 61054166, + "TP": 44821, + "n_pred": 52559, + "n_ref": 270576 + }, + "15": { + "Dice": 0.5418094983954951, + "FN": 58635, + "FP": 8330, + "IoU": 0.37156290470917247, + "TN": 61225922, + "TP": 39593, + "n_pred": 47923, + "n_ref": 98228 + }, + "2": { + "Dice": 0.0, + "FN": 160942, + "FP": 0, + "IoU": 0.0, + "TN": 61171538, + "TP": 0, + "n_pred": 0, + "n_ref": 160942 + }, + "3": { + "Dice": 0.0, + "FN": 128645, + "FP": 16254, + "IoU": 0.0, + "TN": 61187581, + "TP": 0, + "n_pred": 16254, + "n_ref": 128645 + }, + "4": { + "Dice": 0.19430738640547904, + "FN": 36912, + "FP": 6850, + "IoU": 0.10760823018413916, + "TN": 61283441, + "TP": 5277, + "n_pred": 12127, + "n_ref": 42189 + }, + "5": { + "Dice": 0.0, + "FN": 8572, + "FP": 0, + "IoU": 0.0, + "TN": 61323908, + "TP": 0, + "n_pred": 0, + "n_ref": 8572 + }, + "6": { + "Dice": 0.8032400446541564, + "FN": 193724, + "FP": 302250, + "IoU": 0.6711789119164114, + "TN": 59824140, + "TP": 1012366, + "n_pred": 1314616, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.052294532423997224, + "FN": 198572, + "FP": 6393, + "IoU": 0.02684930206058304, + "TN": 61121860, + "TP": 5655, + "n_pred": 12048, + "n_ref": 204227 + }, + "8": { + "Dice": 0.34571617355553924, + "FN": 63377, + "FP": 7919, + "IoU": 0.2089823813961745, + "TN": 61242348, + "TP": 18836, + "n_pred": 26755, + "n_ref": 82213 + }, + "9": { + "Dice": 0.06902572921489517, + "FN": 60765, + "FP": 9612, + "IoU": 0.03574658153618502, + "TN": 61259494, + "TP": 2609, + "n_pred": 12221, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7486711178117597, + "FN": 46803, + "FP": 40716, + "IoU": 0.5983008371888081, + "TN": 148889628, + "TP": 130353, + "n_pred": 171069, + "n_ref": 177156 + }, + "10": { + "Dice": 0.009229434269862348, + "FN": 72451, + "FP": 2908, + "IoU": 0.0046361114780081895, + "TN": 149031790, + "TP": 351, + "n_pred": 3259, + "n_ref": 72802 + }, + "11": { + "Dice": 0.0, + "FN": 2604, + "FP": 0, + "IoU": 0.0, + "TN": 149104896, + "TP": 0, + "n_pred": 0, + "n_ref": 2604 + }, + "12": { + "Dice": 0.0, + "FN": 2097, + "FP": 0, + "IoU": 0.0, + "TN": 149105403, + "TP": 0, + "n_pred": 0, + "n_ref": 2097 + }, + "13": { + "Dice": 0.0, + "FN": 84367, + "FP": 1887, + "IoU": 0.0, + "TN": 149021246, + "TP": 0, + "n_pred": 1887, + "n_ref": 84367 + }, + "14": { + "Dice": 0.5112518382904649, + "FN": 50480, + "FP": 30943, + "IoU": 0.34341055891104677, + "TN": 148983491, + "TP": 42586, + "n_pred": 73529, + "n_ref": 93066 + }, + "15": { + "Dice": 0.5899894230441162, + "FN": 12105, + "FP": 23946, + "IoU": 0.4184290761264095, + "TN": 149045511, + "TP": 25938, + "n_pred": 49884, + "n_ref": 38043 + }, + "2": { + "Dice": 0.007715148592746746, + "FN": 156396, + "FP": 0, + "IoU": 0.0038725128022215993, + "TN": 148950496, + "TP": 608, + "n_pred": 608, + "n_ref": 157004 + }, + "3": { + "Dice": 0.013347260909935005, + "FN": 58476, + "FP": 179552, + "IoU": 0.006718467021090144, + "TN": 148867862, + "TP": 1610, + "n_pred": 181162, + "n_ref": 60086 + }, + "4": { + "Dice": 0.6175614448072494, + "FN": 13634, + "FP": 1475, + "IoU": 0.4467189102094624, + "TN": 149080192, + "TP": 12199, + "n_pred": 13674, + "n_ref": 25833 + }, + "5": { + "Dice": 0.0, + "FN": 33716, + "FP": 0, + "IoU": 0.0, + "TN": 149073784, + "TP": 0, + "n_pred": 0, + "n_ref": 33716 + }, + "6": { + "Dice": 0.796698493687745, + "FN": 256633, + "FP": 176879, + "IoU": 0.6620938222951106, + "TN": 147824564, + "TP": 849424, + "n_pred": 1026303, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.03985929648241206, + "FN": 269184, + "FP": 17418, + "IoU": 0.02033491596337049, + "TN": 148814949, + "TP": 5949, + "n_pred": 23367, + "n_ref": 275133 + }, + "8": { + "Dice": 0.5431411912628322, + "FN": 138568, + "FP": 13677, + "IoU": 0.3728166298652078, + "TN": 148864756, + "TP": 90499, + "n_pred": 104176, + "n_ref": 229067 + }, + "9": { + "Dice": 0.024575919634948932, + "FN": 86391, + "FP": 610, + "IoU": 0.012440832264435792, + "TN": 149019403, + "TP": 1096, + "n_pred": 1706, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.37820164144629287, + "FN": 389601, + "FP": 23076, + "IoU": 0.23319892972611395, + "TN": 100174620, + "TP": 125503, + "n_pred": 148579, + "n_ref": 515104 + }, + "10": { + "Dice": 0.021293259581966813, + "FN": 38036, + "FP": 1952, + "IoU": 0.010761200306756055, + "TN": 100672377, + "TP": 435, + "n_pred": 2387, + "n_ref": 38471 + }, + "11": { + "Dice": 0.0, + "FN": 3481, + "FP": 0, + "IoU": 0.0, + "TN": 100709319, + "TP": 0, + "n_pred": 0, + "n_ref": 3481 + }, + "12": { + "Dice": 0.0, + "FN": 5873, + "FP": 0, + "IoU": 0.0, + "TN": 100706927, + "TP": 0, + "n_pred": 0, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0, + "FN": 39155, + "FP": 1567, + "IoU": 0.0, + "TN": 100672078, + "TP": 0, + "n_pred": 1567, + "n_ref": 39155 + }, + "14": { + "Dice": 0.3571640356799663, + "FN": 103904, + "FP": 76047, + "IoU": 0.21740699828652443, + "TN": 100482858, + "TP": 49991, + "n_pred": 126038, + "n_ref": 153895 + }, + "15": { + "Dice": 0.6967365253275188, + "FN": 37270, + "FP": 13217, + "IoU": 0.534609109261359, + "TN": 100604317, + "TP": 57996, + "n_pred": 71213, + "n_ref": 95266 + }, + "2": { + "Dice": 0.0, + "FN": 233156, + "FP": 0, + "IoU": 0.0, + "TN": 100479644, + "TP": 0, + "n_pred": 0, + "n_ref": 233156 + }, + "3": { + "Dice": 0.0, + "FN": 223945, + "FP": 809, + "IoU": 0.0, + "TN": 100488046, + "TP": 0, + "n_pred": 809, + "n_ref": 223945 + }, + "4": { + "Dice": 0.0, + "FN": 57652, + "FP": 0, + "IoU": 0.0, + "TN": 100655148, + "TP": 0, + "n_pred": 0, + "n_ref": 57652 + }, + "5": { + "Dice": 0.0, + "FN": 16473, + "FP": 0, + "IoU": 0.0, + "TN": 100696327, + "TP": 0, + "n_pred": 0, + "n_ref": 16473 + }, + "6": { + "Dice": 0.42738322418157393, + "FN": 1372839, + "FP": 516967, + "IoU": 0.27176565248018153, + "TN": 98117748, + "TP": 705246, + "n_pred": 1222213, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.07206281107900162, + "FN": 165428, + "FP": 11499, + "IoU": 0.03737819442101884, + "TN": 100529003, + "TP": 6870, + "n_pred": 18369, + "n_ref": 172298 + }, + "8": { + "Dice": 0.4147632834700552, + "FN": 75057, + "FP": 12265, + "IoU": 0.261641229442354, + "TN": 100594535, + "TP": 30943, + "n_pred": 43208, + "n_ref": 106000 + }, + "9": { + "Dice": 0.09418235233833225, + "FN": 96341, + "FP": 9723, + "IoU": 0.0494183441180161, + "TN": 100601222, + "TP": 5514, + "n_pred": 15237, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5638836532715129, + "FN": 34903, + "FP": 31504, + "IoU": 0.3926448261354698, + "TN": 78841362, + "TP": 42931, + "n_pred": 74435, + "n_ref": 77834 + }, + "10": { + "Dice": 0.06677415354086569, + "FN": 37598, + "FP": 25, + "IoU": 0.03454027560368498, + "TN": 78911731, + "TP": 1346, + "n_pred": 1371, + "n_ref": 38944 + }, + "11": { + "Dice": 0.0, + "FN": 1368, + "FP": 0, + "IoU": 0.0, + "TN": 78949332, + "TP": 0, + "n_pred": 0, + "n_ref": 1368 + }, + "12": { + "Dice": 0.0, + "FN": 2560, + "FP": 0, + "IoU": 0.0, + "TN": 78948140, + "TP": 0, + "n_pred": 0, + "n_ref": 2560 + }, + "13": { + "Dice": 0.0, + "FN": 59405, + "FP": 0, + "IoU": 0.0, + "TN": 78891295, + "TP": 0, + "n_pred": 0, + "n_ref": 59405 + }, + "14": { + "Dice": 0.2389129285532473, + "FN": 21168, + "FP": 17703, + "IoU": 0.13566218980699102, + "TN": 78905728, + "TP": 6101, + "n_pred": 23804, + "n_ref": 27269 + }, + "15": { + "Dice": 0.8477719020512647, + "FN": 8780, + "FP": 9298, + "IoU": 0.7357674262244763, + "TN": 78882283, + "TP": 50339, + "n_pred": 59637, + "n_ref": 59119 + }, + "2": { + "Dice": 0.00472309133302776, + "FN": 99884, + "FP": 0, + "IoU": 0.0023671357657234745, + "TN": 78850579, + "TP": 237, + "n_pred": 237, + "n_ref": 100121 + }, + "3": { + "Dice": 0.3239963643660658, + "FN": 57229, + "FP": 57309, + "IoU": 0.19331483385685913, + "TN": 78808714, + "TP": 27448, + "n_pred": 84757, + "n_ref": 84677 + }, + "4": { + "Dice": 0.17610600555674288, + "FN": 15068, + "FP": 4207, + "IoU": 0.09655495664401219, + "TN": 78929365, + "TP": 2060, + "n_pred": 6267, + "n_ref": 17128 + }, + "5": { + "Dice": 0.0, + "FN": 34798, + "FP": 0, + "IoU": 0.0, + "TN": 78915902, + "TP": 0, + "n_pred": 0, + "n_ref": 34798 + }, + "6": { + "Dice": 0.6878844573324177, + "FN": 314966, + "FP": 40871, + "IoU": 0.524256008684968, + "TN": 78202741, + "TP": 392122, + "n_pred": 432993, + "n_ref": 707088 + }, + "7": { + "Dice": 0.05195376846425968, + "FN": 701874, + "FP": 268, + "IoU": 0.02666967940658265, + "TN": 78229319, + "TP": 19239, + "n_pred": 19507, + "n_ref": 721113 + }, + "8": { + "Dice": 0.2550530143932797, + "FN": 281314, + "FP": 9558, + "IoU": 0.14616662654917134, + "TN": 78610034, + "TP": 49794, + "n_pred": 59352, + "n_ref": 331108 + }, + "9": { + "Dice": 0.0, + "FN": 57048, + "FP": 0, + "IoU": 0.0, + "TN": 78893652, + "TP": 0, + "n_pred": 0, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5833084190385075, + "FN": 31138, + "FP": 136112, + "IoU": 0.41173987823279273, + "TN": 104720127, + "TP": 117063, + "n_pred": 253175, + "n_ref": 148201 + }, + "10": { + "Dice": 0.18390103733965443, + "FN": 75170, + "FP": 31903, + "IoU": 0.1012615728111334, + "TN": 104885303, + "TP": 12064, + "n_pred": 43967, + "n_ref": 87234 + }, + "11": { + "Dice": 0.0, + "FN": 4331, + "FP": 0, + "IoU": 0.0, + "TN": 105000109, + "TP": 0, + "n_pred": 0, + "n_ref": 4331 + }, + "12": { + "Dice": 0.0, + "FN": 4833, + "FP": 0, + "IoU": 0.0, + "TN": 104999607, + "TP": 0, + "n_pred": 0, + "n_ref": 4833 + }, + "13": { + "Dice": 0.07413143011042284, + "FN": 74515, + "FP": 7991, + "IoU": 0.038492465825263084, + "TN": 104918631, + "TP": 3303, + "n_pred": 11294, + "n_ref": 77818 + }, + "14": { + "Dice": 0.6754172204991877, + "FN": 33496, + "FP": 1668, + "IoU": 0.5099094076655052, + "TN": 104932690, + "TP": 36586, + "n_pred": 38254, + "n_ref": 70082 + }, + "15": { + "Dice": 0.2957280052985981, + "FN": 16323, + "FP": 21957, + "IoU": 0.1735216011399702, + "TN": 104958123, + "TP": 8037, + "n_pred": 29994, + "n_ref": 24360 + }, + "2": { + "Dice": 0.09703717325041654, + "FN": 162043, + "FP": 0, + "IoU": 0.05099267935578331, + "TN": 104833690, + "TP": 8707, + "n_pred": 8707, + "n_ref": 170750 + }, + "3": { + "Dice": 0.5920699355808263, + "FN": 24319, + "FP": 153749, + "IoU": 0.42052510315921016, + "TN": 104697148, + "TP": 129224, + "n_pred": 282973, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 43316, + "IoU": 0.0, + "TN": 104961124, + "TP": 0, + "n_pred": 43316, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 30080, + "FP": 0, + "IoU": 0.0, + "TN": 104974360, + "TP": 0, + "n_pred": 0, + "n_ref": 30080 + }, + "6": { + "Dice": 0.7302800781053113, + "FN": 120237, + "FP": 703855, + "IoU": 0.5751505237592712, + "TN": 103064713, + "TP": 1115635, + "n_pred": 1819490, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.42613702701268374, + "FN": 149795, + "FP": 66471, + "IoU": 0.27075865836264135, + "TN": 104707877, + "TP": 80297, + "n_pred": 146768, + "n_ref": 230092 + }, + "8": { + "Dice": 0.39264731591280966, + "FN": 266231, + "FP": 42968, + "IoU": 0.24428199224726627, + "TN": 104595294, + "TP": 99947, + "n_pred": 142915, + "n_ref": 366178 + }, + "9": { + "Dice": 0.11191184285354688, + "FN": 87552, + "FP": 7707, + "IoU": 0.059272572856282284, + "TN": 104903179, + "TP": 6002, + "n_pred": 13709, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.33901393471482655, + "FN": 324722, + "FP": 39480, + "IoU": 0.20410402097902097, + "TN": 177218688, + "TP": 93398, + "n_pred": 132878, + "n_ref": 418120 + }, + "10": { + "Dice": 0.0053313791050245045, + "FN": 71670, + "FP": 36913, + "IoU": 0.0026728144460569096, + "TN": 177567414, + "TP": 291, + "n_pred": 37204, + "n_ref": 71961 + }, + "11": { + "Dice": 0.0, + "FN": 4743, + "FP": 0, + "IoU": 0.0, + "TN": 177671545, + "TP": 0, + "n_pred": 0, + "n_ref": 4743 + }, + "12": { + "Dice": 0.0, + "FN": 5198, + "FP": 0, + "IoU": 0.0, + "TN": 177671090, + "TP": 0, + "n_pred": 0, + "n_ref": 5198 + }, + "13": { + "Dice": 0.020208312568523873, + "FN": 76272, + "FP": 2370, + "IoU": 0.010207292361521906, + "TN": 177596835, + "TP": 811, + "n_pred": 3181, + "n_ref": 77083 + }, + "14": { + "Dice": 0.46234364777909054, + "FN": 52570, + "FP": 2493, + "IoU": 0.3006807386522391, + "TN": 177597550, + "TP": 23675, + "n_pred": 26168, + "n_ref": 76245 + }, + "15": { + "Dice": 0.00016847780304944825, + "FN": 23167, + "FP": 571, + "IoU": 8.424599831508003e-05, + "TN": 177652548, + "TP": 2, + "n_pred": 573, + "n_ref": 23169 + }, + "2": { + "Dice": 0.026631562958837528, + "FN": 211473, + "FP": 2, + "IoU": 0.013495484400656815, + "TN": 177461920, + "TP": 2893, + "n_pred": 2895, + "n_ref": 214366 + }, + "3": { + "Dice": 0.5901304014318589, + "FN": 40869, + "FP": 189963, + "IoU": 0.41857091040986577, + "TN": 177279280, + "TP": 166176, + "n_pred": 356139, + "n_ref": 207045 + }, + "4": { + "Dice": 0.4004389251686115, + "FN": 19471, + "FP": 25333, + "IoU": 0.25034300438376333, + "TN": 177616522, + "TP": 14962, + "n_pred": 40295, + "n_ref": 34433 + }, + "5": { + "Dice": 0.0, + "FN": 31181, + "FP": 0, + "IoU": 0.0, + "TN": 177645107, + "TP": 0, + "n_pred": 0, + "n_ref": 31181 + }, + "6": { + "Dice": 0.7682784610438037, + "FN": 197450, + "FP": 772598, + "IoU": 0.6237436277154572, + "TN": 175098131, + "TP": 1608109, + "n_pred": 2380707, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.26250189598859375, + "FN": 303288, + "FP": 61379, + "IoU": 0.1510803927685152, + "TN": 177246722, + "TP": 64899, + "n_pred": 126278, + "n_ref": 368187 + }, + "8": { + "Dice": 0.4694292136776644, + "FN": 112675, + "FP": 83468, + "IoU": 0.3067020603507085, + "TN": 177393375, + "TP": 86770, + "n_pred": 170238, + "n_ref": 199445 + }, + "9": { + "Dice": 0.16072321550341281, + "FN": 122850, + "FP": 6381, + "IoU": 0.08738392005931994, + "TN": 177534683, + "TP": 12374, + "n_pred": 18755, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6895841687167427, + "FN": 59802, + "FP": 54770, + "IoU": 0.5262330874325979, + "TN": 193763703, + "TP": 127260, + "n_pred": 182030, + "n_ref": 187062 + }, + "10": { + "Dice": 0.2218289831258295, + "FN": 74761, + "FP": 11430, + "IoU": 0.12475120841626386, + "TN": 193907059, + "TP": 12285, + "n_pred": 23715, + "n_ref": 87046 + }, + "11": { + "Dice": 0.0, + "FN": 3112, + "FP": 0, + "IoU": 0.0, + "TN": 194002423, + "TP": 0, + "n_pred": 0, + "n_ref": 3112 + }, + "12": { + "Dice": 0.0, + "FN": 3950, + "FP": 0, + "IoU": 0.0, + "TN": 194001585, + "TP": 0, + "n_pred": 0, + "n_ref": 3950 + }, + "13": { + "Dice": 0.00699269879978258, + "FN": 66639, + "FP": 956, + "IoU": 0.003508616749959459, + "TN": 193937702, + "TP": 238, + "n_pred": 1194, + "n_ref": 66877 + }, + "14": { + "Dice": 0.6013515339910799, + "FN": 31408, + "FP": 27584, + "IoU": 0.42995187754865394, + "TN": 193902049, + "TP": 44494, + "n_pred": 72078, + "n_ref": 75902 + }, + "15": { + "Dice": 0.40007163323782235, + "FN": 4211, + "FP": 46039, + "IoU": 0.2500559659726886, + "TN": 193938530, + "TP": 16755, + "n_pred": 62794, + "n_ref": 20966 + }, + "2": { + "Dice": 0.0, + "FN": 138899, + "FP": 1, + "IoU": 0.0, + "TN": 193866635, + "TP": 0, + "n_pred": 1, + "n_ref": 138899 + }, + "3": { + "Dice": 0.35531938612463304, + "FN": 77183, + "FP": 131005, + "IoU": 0.21604157252598283, + "TN": 193739975, + "TP": 57372, + "n_pred": 188377, + "n_ref": 134555 + }, + "4": { + "Dice": 0.6627562435750136, + "FN": 10069, + "FP": 1085, + "IoU": 0.495613638419101, + "TN": 193983421, + "TP": 10960, + "n_pred": 12045, + "n_ref": 21029 + }, + "5": { + "Dice": 0.0, + "FN": 27270, + "FP": 0, + "IoU": 0.0, + "TN": 193978265, + "TP": 0, + "n_pred": 0, + "n_ref": 27270 + }, + "6": { + "Dice": 0.7604252884779119, + "FN": 391590, + "FP": 234487, + "IoU": 0.6134566004046476, + "TN": 192385854, + "TP": 993604, + "n_pred": 1228091, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.11834136911000862, + "FN": 301649, + "FP": 1169, + "IoU": 0.0628920502195636, + "TN": 193682394, + "TP": 20323, + "n_pred": 21492, + "n_ref": 321972 + }, + "8": { + "Dice": 0.40561821664183867, + "FN": 176598, + "FP": 13326, + "IoU": 0.2544046983449012, + "TN": 193750807, + "TP": 64804, + "n_pred": 78130, + "n_ref": 241402 + }, + "9": { + "Dice": 0.15608777615779648, + "FN": 90013, + "FP": 862, + "IoU": 0.08465032887116107, + "TN": 193906256, + "TP": 8404, + "n_pred": 9266, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5798514718938038, + "FN": 32157, + "FP": 87103, + "IoU": 0.4083033995514894, + "TN": 99454244, + "TP": 82296, + "n_pred": 169399, + "n_ref": 114453 + }, + "10": { + "Dice": 0.0006410077757030183, + "FN": 71662, + "FP": 54, + "IoU": 0.00032060664352723066, + "TN": 99584061, + "TP": 23, + "n_pred": 77, + "n_ref": 71685 + }, + "11": { + "Dice": 0.0, + "FN": 3642, + "FP": 0, + "IoU": 0.0, + "TN": 99652158, + "TP": 0, + "n_pred": 0, + "n_ref": 3642 + }, + "12": { + "Dice": 0.0, + "FN": 3568, + "FP": 0, + "IoU": 0.0, + "TN": 99652232, + "TP": 0, + "n_pred": 0, + "n_ref": 3568 + }, + "13": { + "Dice": 0.0, + "FN": 45431, + "FP": 10759, + "IoU": 0.0, + "TN": 99599610, + "TP": 0, + "n_pred": 10759, + "n_ref": 45431 + }, + "14": { + "Dice": 0.007514023438375298, + "FN": 53637, + "FP": 79240, + "IoU": 0.0037711800869695607, + "TN": 99522420, + "TP": 503, + "n_pred": 79743, + "n_ref": 54140 + }, + "15": { + "Dice": 0.19798661978088938, + "FN": 30149, + "FP": 33028, + "IoU": 0.10986967241986614, + "TN": 99584825, + "TP": 7798, + "n_pred": 40826, + "n_ref": 37947 + }, + "2": { + "Dice": 0.0, + "FN": 114752, + "FP": 0, + "IoU": 0.0, + "TN": 99541048, + "TP": 0, + "n_pred": 0, + "n_ref": 114752 + }, + "3": { + "Dice": 0.0, + "FN": 123809, + "FP": 34588, + "IoU": 0.0, + "TN": 99497403, + "TP": 0, + "n_pred": 34588, + "n_ref": 123809 + }, + "4": { + "Dice": 0.08861027436294065, + "FN": 16185, + "FP": 39788, + "IoU": 0.046359082700105636, + "TN": 99597106, + "TP": 2721, + "n_pred": 42509, + "n_ref": 18906 + }, + "5": { + "Dice": 0.0, + "FN": 6966, + "FP": 0, + "IoU": 0.0, + "TN": 99648834, + "TP": 0, + "n_pred": 0, + "n_ref": 6966 + }, + "6": { + "Dice": 0.8235159075265235, + "FN": 288716, + "FP": 167923, + "IoU": 0.699980486599813, + "TN": 98133769, + "TP": 1065392, + "n_pred": 1233315, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.04866542396089975, + "FN": 162104, + "FP": 28259, + "IoU": 0.02493955908867399, + "TN": 99460568, + "TP": 4869, + "n_pred": 33128, + "n_ref": 166973 + }, + "8": { + "Dice": 0.4225971241548237, + "FN": 65640, + "FP": 30773, + "IoU": 0.267906906108812, + "TN": 99524105, + "TP": 35282, + "n_pred": 66055, + "n_ref": 100922 + }, + "9": { + "Dice": 0.0491005749460706, + "FN": 92814, + "FP": 12539, + "IoU": 0.025168173364300057, + "TN": 99547727, + "TP": 2720, + "n_pred": 15259, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.45070982444058105, + "FN": 285924, + "FP": 106490, + "IoU": 0.29091375621602866, + "TN": 62530112, + "TP": 160994, + "n_pred": 267484, + "n_ref": 446918 + }, + "10": { + "Dice": 0.10553023895782578, + "FN": 66665, + "FP": 4194, + "IoU": 0.055704367062460854, + "TN": 63008481, + "TP": 4180, + "n_pred": 8374, + "n_ref": 70845 + }, + "11": { + "Dice": 0.0, + "FN": 3545, + "FP": 0, + "IoU": 0.0, + "TN": 63079975, + "TP": 0, + "n_pred": 0, + "n_ref": 3545 + }, + "12": { + "Dice": 0.0, + "FN": 3502, + "FP": 0, + "IoU": 0.0, + "TN": 63080018, + "TP": 0, + "n_pred": 0, + "n_ref": 3502 + }, + "13": { + "Dice": 0.0, + "FN": 45655, + "FP": 852, + "IoU": 0.0, + "TN": 63037013, + "TP": 0, + "n_pred": 852, + "n_ref": 45655 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 5837, + "IoU": 0.0, + "TN": 63077683, + "TP": 0, + "n_pred": 5837, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 368, + "IoU": 0.0, + "TN": 63083152, + "TP": 0, + "n_pred": 368, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 123972, + "FP": 0, + "IoU": 0.0, + "TN": 62959548, + "TP": 0, + "n_pred": 0, + "n_ref": 123972 + }, + "3": { + "Dice": 0.49637917098886425, + "FN": 51744, + "FP": 102159, + "IoU": 0.33012256907568294, + "TN": 62853772, + "TP": 75845, + "n_pred": 178004, + "n_ref": 127589 + }, + "4": { + "Dice": 0.0, + "FN": 18029, + "FP": 1, + "IoU": 0.0, + "TN": 63065490, + "TP": 0, + "n_pred": 1, + "n_ref": 18029 + }, + "5": { + "Dice": 0.0, + "FN": 16954, + "FP": 0, + "IoU": 0.0, + "TN": 63066566, + "TP": 0, + "n_pred": 0, + "n_ref": 16954 + }, + "6": { + "Dice": 0.6236454456415279, + "FN": 492927, + "FP": 275589, + "IoU": 0.45311394775905917, + "TN": 61678262, + "TP": 636742, + "n_pred": 912331, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.2879025170973111, + "FN": 127336, + "FP": 17709, + "IoU": 0.16815778305403575, + "TN": 62909154, + "TP": 29321, + "n_pred": 47030, + "n_ref": 156657 + }, + "8": { + "Dice": 0.5972933673623304, + "FN": 62460, + "FP": 4285, + "IoU": 0.42581488777818877, + "TN": 62967277, + "TP": 49498, + "n_pred": 53783, + "n_ref": 111958 + }, + "9": { + "Dice": 0.5130838587214426, + "FN": 27752, + "FP": 978, + "IoU": 0.34506576697745456, + "TN": 63039653, + "TP": 15137, + "n_pred": 16115, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6572127531862026, + "FN": 124167, + "FP": 72283, + "IoU": 0.48943922780444576, + "TN": 109224045, + "TP": 188323, + "n_pred": 260606, + "n_ref": 312490 + }, + "10": { + "Dice": 0.0012867455744467466, + "FN": 87860, + "FP": 17697, + "IoU": 0.0006437869822485207, + "TN": 109503193, + "TP": 68, + "n_pred": 17765, + "n_ref": 87928 + }, + "11": { + "Dice": 0.0, + "FN": 4466, + "FP": 0, + "IoU": 0.0, + "TN": 109604352, + "TP": 0, + "n_pred": 0, + "n_ref": 4466 + }, + "12": { + "Dice": 0.0, + "FN": 4081, + "FP": 0, + "IoU": 0.0, + "TN": 109604737, + "TP": 0, + "n_pred": 0, + "n_ref": 4081 + }, + "13": { + "Dice": 0.02781987198335331, + "FN": 79549, + "FP": 6417, + "IoU": 0.014106151658332951, + "TN": 109521622, + "TP": 1230, + "n_pred": 7647, + "n_ref": 80779 + }, + "14": { + "Dice": 0.27637068613668314, + "FN": 72539, + "FP": 55115, + "IoU": 0.16034229861015187, + "TN": 109456787, + "TP": 24377, + "n_pred": 79492, + "n_ref": 96916 + }, + "15": { + "Dice": 0.674627861054233, + "FN": 38800, + "FP": 23649, + "IoU": 0.5090101423067851, + "TN": 109481628, + "TP": 64741, + "n_pred": 88390, + "n_ref": 103541 + }, + "2": { + "Dice": 0.0, + "FN": 214061, + "FP": 0, + "IoU": 0.0, + "TN": 109394757, + "TP": 0, + "n_pred": 0, + "n_ref": 214061 + }, + "3": { + "Dice": 0.0003003881939737507, + "FN": 245648, + "FP": 13938, + "IoU": 0.0001502166586422725, + "TN": 109349193, + "TP": 39, + "n_pred": 13977, + "n_ref": 245687 + }, + "4": { + "Dice": 0.0, + "FN": 50290, + "FP": 1625, + "IoU": 0.0, + "TN": 109556903, + "TP": 0, + "n_pred": 1625, + "n_ref": 50290 + }, + "5": { + "Dice": 0.0, + "FN": 10552, + "FP": 0, + "IoU": 0.0, + "TN": 109598266, + "TP": 0, + "n_pred": 0, + "n_ref": 10552 + }, + "6": { + "Dice": 0.6746647509106575, + "FN": 223550, + "FP": 766845, + "IoU": 0.5090521446360305, + "TN": 107591506, + "TP": 1026917, + "n_pred": 1793762, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.03472521027189315, + "FN": 1176299, + "FP": 28390, + "IoU": 0.017669391808917134, + "TN": 108382460, + "TP": 21669, + "n_pred": 50059, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.6268869123252859, + "FN": 46249, + "FP": 5138, + "IoU": 0.4565442700621854, + "TN": 109514262, + "TP": 43169, + "n_pred": 48307, + "n_ref": 89418 + }, + "9": { + "Dice": 0.06835403238484515, + "FN": 53027, + "FP": 6235, + "IoU": 0.03538641838661371, + "TN": 109547382, + "TP": 2174, + "n_pred": 8409, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4501889184734373, + "FN": 14393, + "FP": 94016, + "IoU": 0.29047986805591913, + "TN": 66914560, + "TP": 44383, + "n_pred": 138399, + "n_ref": 58776 + }, + "10": { + "Dice": 0.0, + "FN": 78796, + "FP": 427, + "IoU": 0.0, + "TN": 66988129, + "TP": 0, + "n_pred": 427, + "n_ref": 78796 + }, + "11": { + "Dice": 0.0, + "FN": 3126, + "FP": 0, + "IoU": 0.0, + "TN": 67064226, + "TP": 0, + "n_pred": 0, + "n_ref": 3126 + }, + "12": { + "Dice": 0.0, + "FN": 3311, + "FP": 0, + "IoU": 0.0, + "TN": 67064041, + "TP": 0, + "n_pred": 0, + "n_ref": 3311 + }, + "13": { + "Dice": 0.0, + "FN": 38211, + "FP": 0, + "IoU": 0.0, + "TN": 67029141, + "TP": 0, + "n_pred": 0, + "n_ref": 38211 + }, + "14": { + "Dice": 0.0743960117601943, + "FN": 70820, + "FP": 45036, + "IoU": 0.03863515666489644, + "TN": 66946840, + "TP": 4656, + "n_pred": 49692, + "n_ref": 75476 + }, + "15": { + "Dice": 0.024492891922973402, + "FN": 30361, + "FP": 49375, + "IoU": 0.012398280837781933, + "TN": 66986615, + "TP": 1001, + "n_pred": 50376, + "n_ref": 31362 + }, + "2": { + "Dice": 0.0, + "FN": 146038, + "FP": 3519, + "IoU": 0.0, + "TN": 66917795, + "TP": 0, + "n_pred": 3519, + "n_ref": 146038 + }, + "3": { + "Dice": 0.6905793022641379, + "FN": 40136, + "FP": 67608, + "IoU": 0.5273929940608304, + "TN": 66839374, + "TP": 120234, + "n_pred": 187842, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 1179, + "IoU": 0.0, + "TN": 67053134, + "TP": 0, + "n_pred": 1179, + "n_ref": 13039 + }, + "5": { + "Dice": 0.0, + "FN": 8921, + "FP": 0, + "IoU": 0.0, + "TN": 67058431, + "TP": 0, + "n_pred": 0, + "n_ref": 8921 + }, + "6": { + "Dice": 0.7753682196589373, + "FN": 344307, + "FP": 81888, + "IoU": 0.6331439638476436, + "TN": 65905602, + "TP": 735555, + "n_pred": 817443, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.00035223970480040224, + "FN": 351548, + "FP": 361, + "IoU": 0.00017615087606649411, + "TN": 66715381, + "TP": 62, + "n_pred": 423, + "n_ref": 351610 + }, + "8": { + "Dice": 0.5036229677890763, + "FN": 52630, + "FP": 12586, + "IoU": 0.3365615462868769, + "TN": 66969052, + "TP": 33084, + "n_pred": 45670, + "n_ref": 85714 + }, + "9": { + "Dice": 0.1822474897987254, + "FN": 69394, + "FP": 1950, + "IoU": 0.10025979267031554, + "TN": 66988058, + "TP": 7950, + "n_pred": 9900, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6992219215155616, + "FN": 76872, + "FP": 12038, + "IoU": 0.5375412863124496, + "TN": 74327025, + "TP": 103345, + "n_pred": 115383, + "n_ref": 180217 + }, + "10": { + "Dice": 0.0, + "FN": 56149, + "FP": 4779, + "IoU": 0.0, + "TN": 74458352, + "TP": 0, + "n_pred": 4779, + "n_ref": 56149 + }, + "11": { + "Dice": 0.0, + "FN": 3387, + "FP": 0, + "IoU": 0.0, + "TN": 74515893, + "TP": 0, + "n_pred": 0, + "n_ref": 3387 + }, + "12": { + "Dice": 0.0, + "FN": 2201, + "FP": 0, + "IoU": 0.0, + "TN": 74517079, + "TP": 0, + "n_pred": 0, + "n_ref": 2201 + }, + "13": { + "Dice": 0.0, + "FN": 42890, + "FP": 0, + "IoU": 0.0, + "TN": 74476390, + "TP": 0, + "n_pred": 0, + "n_ref": 42890 + }, + "14": { + "Dice": 0.46270184390228997, + "FN": 16781, + "FP": 18390, + "IoU": 0.30098380204710323, + "TN": 74468965, + "TP": 15144, + "n_pred": 33534, + "n_ref": 31925 + }, + "15": { + "Dice": 0.6125340398910724, + "FN": 13714, + "FP": 7344, + "IoU": 0.4414768055592393, + "TN": 74481577, + "TP": 16645, + "n_pred": 23989, + "n_ref": 30359 + }, + "2": { + "Dice": 0.0, + "FN": 140908, + "FP": 0, + "IoU": 0.0, + "TN": 74378372, + "TP": 0, + "n_pred": 0, + "n_ref": 140908 + }, + "3": { + "Dice": 0.37243195549842567, + "FN": 72487, + "FP": 207751, + "IoU": 0.22882727192673477, + "TN": 74155888, + "TP": 83154, + "n_pred": 290905, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0, + "FN": 13278, + "FP": 98, + "IoU": 0.0, + "TN": 74505904, + "TP": 0, + "n_pred": 98, + "n_ref": 13278 + }, + "5": { + "Dice": 0.0, + "FN": 10154, + "FP": 0, + "IoU": 0.0, + "TN": 74509126, + "TP": 0, + "n_pred": 0, + "n_ref": 10154 + }, + "6": { + "Dice": 0.6570645173281529, + "FN": 792844, + "FP": 55898, + "IoU": 0.48927482057506244, + "TN": 72857443, + "TP": 813095, + "n_pred": 868993, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.2203867012246071, + "FN": 146486, + "FP": 1, + "IoU": 0.1238396573998756, + "TN": 74352088, + "TP": 20705, + "n_pred": 20706, + "n_ref": 167191 + }, + "8": { + "Dice": 0.8396811035047885, + "FN": 15193, + "FP": 3589, + "IoU": 0.723664077212806, + "TN": 74451312, + "TP": 49186, + "n_pred": 52775, + "n_ref": 64379 + }, + "9": { + "Dice": 0.020377038762973945, + "FN": 91896, + "FP": 600, + "IoU": 0.010293393823963706, + "TN": 74425822, + "TP": 962, + "n_pred": 1562, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5351628493174869, + "FN": 173795, + "FP": 15780, + "IoU": 0.3653394843707629, + "TN": 65752477, + "TP": 109128, + "n_pred": 124908, + "n_ref": 282923 + }, + "10": { + "Dice": 0.03710903397781373, + "FN": 81939, + "FP": 782, + "IoU": 0.018905295617624385, + "TN": 65966865, + "TP": 1594, + "n_pred": 2376, + "n_ref": 83533 + }, + "11": { + "Dice": 0.0, + "FN": 3637, + "FP": 0, + "IoU": 0.0, + "TN": 66047543, + "TP": 0, + "n_pred": 0, + "n_ref": 3637 + }, + "12": { + "Dice": 0.0, + "FN": 3026, + "FP": 0, + "IoU": 0.0, + "TN": 66048154, + "TP": 0, + "n_pred": 0, + "n_ref": 3026 + }, + "13": { + "Dice": 0.010340551368882954, + "FN": 47355, + "FP": 4518, + "IoU": 0.005197146363915312, + "TN": 65999036, + "TP": 271, + "n_pred": 4789, + "n_ref": 47626 + }, + "14": { + "Dice": 0.5192248631075889, + "FN": 24011, + "FP": 40172, + "IoU": 0.35064396353739846, + "TN": 65952339, + "TP": 34658, + "n_pred": 74830, + "n_ref": 58669 + }, + "15": { + "Dice": 0.7475169228822673, + "FN": 6872, + "FP": 5101, + "IoU": 0.5968279624204466, + "TN": 66021483, + "TP": 17724, + "n_pred": 22825, + "n_ref": 24596 + }, + "2": { + "Dice": 0.0, + "FN": 143949, + "FP": 0, + "IoU": 0.0, + "TN": 65907231, + "TP": 0, + "n_pred": 0, + "n_ref": 143949 + }, + "3": { + "Dice": 0.0, + "FN": 156827, + "FP": 30386, + "IoU": 0.0, + "TN": 65863967, + "TP": 0, + "n_pred": 30386, + "n_ref": 156827 + }, + "4": { + "Dice": 0.373339831850859, + "FN": 17272, + "FP": 23872, + "IoU": 0.22951310861423221, + "TN": 65997780, + "TP": 12256, + "n_pred": 36128, + "n_ref": 29528 + }, + "5": { + "Dice": 0.0, + "FN": 9979, + "FP": 0, + "IoU": 0.0, + "TN": 66041201, + "TP": 0, + "n_pred": 0, + "n_ref": 9979 + }, + "6": { + "Dice": 0.7211757879573202, + "FN": 108079, + "FP": 599750, + "IoU": 0.5639366076791572, + "TN": 64427955, + "TP": 915396, + "n_pred": 1515146, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.10792652487896114, + "FN": 920212, + "FP": 10821, + "IoU": 0.0570414026189215, + "TN": 65063827, + "TP": 56320, + "n_pred": 67141, + "n_ref": 976532 + }, + "8": { + "Dice": 0.5921416382888354, + "FN": 41565, + "FP": 13170, + "IoU": 0.4205974509886946, + "TN": 65956712, + "TP": 39733, + "n_pred": 52903, + "n_ref": 81298 + }, + "9": { + "Dice": 0.13703435958496343, + "FN": 63640, + "FP": 17534, + "IoU": 0.0735571051940789, + "TN": 65963561, + "TP": 6445, + "n_pred": 23979, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8616943134149101, + "FN": 29883, + "FP": 9846, + "IoU": 0.75699728427079, + "TN": 113309048, + "TP": 123763, + "n_pred": 133609, + "n_ref": 153646 + }, + "10": { + "Dice": 0.11325476440014544, + "FN": 75271, + "FP": 7645, + "IoU": 0.060026527303850996, + "TN": 113384329, + "TP": 5295, + "n_pred": 12940, + "n_ref": 80566 + }, + "11": { + "Dice": 0.0, + "FN": 3230, + "FP": 0, + "IoU": 0.0, + "TN": 113469310, + "TP": 0, + "n_pred": 0, + "n_ref": 3230 + }, + "12": { + "Dice": 0.0, + "FN": 4083, + "FP": 0, + "IoU": 0.0, + "TN": 113468457, + "TP": 0, + "n_pred": 0, + "n_ref": 4083 + }, + "13": { + "Dice": 0.013312074507124237, + "FN": 76350, + "FP": 1624, + "IoU": 0.0067006369426751596, + "TN": 113394040, + "TP": 526, + "n_pred": 2150, + "n_ref": 76876 + }, + "14": { + "Dice": 0.7789338964021199, + "FN": 95008, + "FP": 684, + "IoU": 0.6379129631942001, + "TN": 113208261, + "TP": 168587, + "n_pred": 169271, + "n_ref": 263595 + }, + "15": { + "Dice": 0.3898531759156732, + "FN": 8328, + "FP": 34101, + "IoU": 0.24212274935695913, + "TN": 113416556, + "TP": 13555, + "n_pred": 47656, + "n_ref": 21883 + }, + "2": { + "Dice": 0.0, + "FN": 127088, + "FP": 3042, + "IoU": 0.0, + "TN": 113342410, + "TP": 0, + "n_pred": 3042, + "n_ref": 127088 + }, + "3": { + "Dice": 0.45028804367914416, + "FN": 35024, + "FP": 173186, + "IoU": 0.2905624118356583, + "TN": 113179054, + "TP": 85276, + "n_pred": 258462, + "n_ref": 120300 + }, + "4": { + "Dice": 0.5797120447444889, + "FN": 17825, + "FP": 1412, + "IoU": 0.4081651489047502, + "TN": 113440036, + "TP": 13267, + "n_pred": 14679, + "n_ref": 31092 + }, + "5": { + "Dice": 0.0, + "FN": 32826, + "FP": 0, + "IoU": 0.0, + "TN": 113439714, + "TP": 0, + "n_pred": 0, + "n_ref": 32826 + }, + "6": { + "Dice": 0.8654018474067507, + "FN": 199576, + "FP": 94085, + "IoU": 0.76273863607902, + "TN": 112234829, + "TP": 944050, + "n_pred": 1038135, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.05210316491741925, + "FN": 211620, + "FP": 21392, + "IoU": 0.026748421158151504, + "TN": 113233124, + "TP": 6404, + "n_pred": 27796, + "n_ref": 218024 + }, + "8": { + "Dice": 0.49424151850951753, + "FN": 136277, + "FP": 23966, + "IoU": 0.3282342584052989, + "TN": 113234000, + "TP": 78297, + "n_pred": 102263, + "n_ref": 214574 + }, + "9": { + "Dice": 0.01121478144964839, + "FN": 105629, + "FP": 1936, + "IoU": 0.00563901086202912, + "TN": 113364365, + "TP": 610, + "n_pred": 2546, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.387932100400968, + "FN": 72283, + "FP": 100972, + "IoU": 0.24064253155680224, + "TN": 74968568, + "TP": 54905, + "n_pred": 155877, + "n_ref": 127188 + }, + "10": { + "Dice": 0.0915878121826978, + "FN": 94688, + "FP": 11777, + "IoU": 0.047991630302596754, + "TN": 75084896, + "TP": 5367, + "n_pred": 17144, + "n_ref": 100055 + }, + "11": { + "Dice": 0.0, + "FN": 3544, + "FP": 0, + "IoU": 0.0, + "TN": 75193184, + "TP": 0, + "n_pred": 0, + "n_ref": 3544 + }, + "12": { + "Dice": 0.0, + "FN": 3106, + "FP": 0, + "IoU": 0.0, + "TN": 75193622, + "TP": 0, + "n_pred": 0, + "n_ref": 3106 + }, + "13": { + "Dice": 0.009608172304175447, + "FN": 54991, + "FP": 465, + "IoU": 0.004827276805742485, + "TN": 75141003, + "TP": 269, + "n_pred": 734, + "n_ref": 55260 + }, + "14": { + "Dice": 0.745502423457035, + "FN": 52229, + "FP": 2956, + "IoU": 0.5942637414345793, + "TN": 75060716, + "TP": 80827, + "n_pred": 83783, + "n_ref": 133056 + }, + "15": { + "Dice": 0.0, + "FN": 73812, + "FP": 36126, + "IoU": 0.0, + "TN": 75086790, + "TP": 0, + "n_pred": 36126, + "n_ref": 73812 + }, + "2": { + "Dice": 0.00454158000613727, + "FN": 145979, + "FP": 0, + "IoU": 0.0022759582262562197, + "TN": 75050416, + "TP": 333, + "n_pred": 333, + "n_ref": 146312 + }, + "3": { + "Dice": 0.535935879677409, + "FN": 39760, + "FP": 146849, + "IoU": 0.36606038781916267, + "TN": 74902364, + "TP": 107755, + "n_pred": 254604, + "n_ref": 147515 + }, + "4": { + "Dice": 0.5760337137071395, + "FN": 14438, + "FP": 1055, + "IoU": 0.4045276347144285, + "TN": 75170710, + "TP": 10525, + "n_pred": 11580, + "n_ref": 24963 + }, + "5": { + "Dice": 0.0, + "FN": 7701, + "FP": 0, + "IoU": 0.0, + "TN": 75189027, + "TP": 0, + "n_pred": 0, + "n_ref": 7701 + }, + "6": { + "Dice": 0.8025084868744979, + "FN": 126202, + "FP": 430131, + "IoU": 0.6701579744644016, + "TN": 73510063, + "TP": 1130332, + "n_pred": 1560463, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.2658603206675273, + "FN": 123393, + "FP": 33569, + "IoU": 0.15330963464826872, + "TN": 75011345, + "TP": 28421, + "n_pred": 61990, + "n_ref": 151814 + }, + "8": { + "Dice": 0.5966895085238237, + "FN": 43770, + "FP": 11613, + "IoU": 0.4252013450680837, + "TN": 75100376, + "TP": 40969, + "n_pred": 52582, + "n_ref": 84739 + }, + "9": { + "Dice": 0.015065266463833545, + "FN": 76619, + "FP": 3665, + "IoU": 0.007589804445103711, + "TN": 75115830, + "TP": 614, + "n_pred": 4279, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7358802282703178, + "FN": 79550, + "FP": 18290, + "IoU": 0.5821285646560377, + "TN": 86693733, + "TP": 136299, + "n_pred": 154589, + "n_ref": 215849 + }, + "10": { + "Dice": 0.14970314727725406, + "FN": 61793, + "FP": 18123, + "IoU": 0.08090763763498982, + "TN": 86840921, + "TP": 7035, + "n_pred": 25158, + "n_ref": 68828 + }, + "11": { + "Dice": 0.0, + "FN": 2590, + "FP": 0, + "IoU": 0.0, + "TN": 86925282, + "TP": 0, + "n_pred": 0, + "n_ref": 2590 + }, + "12": { + "Dice": 0.0, + "FN": 4915, + "FP": 0, + "IoU": 0.0, + "TN": 86922957, + "TP": 0, + "n_pred": 0, + "n_ref": 4915 + }, + "13": { + "Dice": 0.07862414783931489, + "FN": 52570, + "FP": 12844, + "IoU": 0.04092075361043912, + "TN": 86859667, + "TP": 2791, + "n_pred": 15635, + "n_ref": 55361 + }, + "14": { + "Dice": 0.3926874910033108, + "FN": 51906, + "FP": 45131, + "IoU": 0.2443130933190041, + "TN": 86799463, + "TP": 31372, + "n_pred": 76503, + "n_ref": 83278 + }, + "15": { + "Dice": 0.6124478961361368, + "FN": 89629, + "FP": 2789, + "IoU": 0.4413873139831482, + "TN": 86762430, + "TP": 73024, + "n_pred": 75813, + "n_ref": 162653 + }, + "2": { + "Dice": 0.0, + "FN": 124219, + "FP": 0, + "IoU": 0.0, + "TN": 86803653, + "TP": 0, + "n_pred": 0, + "n_ref": 124219 + }, + "3": { + "Dice": 0.0, + "FN": 170351, + "FP": 198, + "IoU": 0.0, + "TN": 86757323, + "TP": 0, + "n_pred": 198, + "n_ref": 170351 + }, + "4": { + "Dice": 0.2629965512836889, + "FN": 12404, + "FP": 10676, + "IoU": 0.15140819177880727, + "TN": 86900674, + "TP": 4118, + "n_pred": 14794, + "n_ref": 16522 + }, + "5": { + "Dice": 0.0, + "FN": 5473, + "FP": 0, + "IoU": 0.0, + "TN": 86922399, + "TP": 0, + "n_pred": 0, + "n_ref": 5473 + }, + "6": { + "Dice": 0.8081795933009209, + "FN": 178529, + "FP": 294170, + "IoU": 0.6781051815846084, + "TN": 85459383, + "TP": 995790, + "n_pred": 1289960, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.08864698420270842, + "FN": 974151, + "FP": 34509, + "IoU": 0.04637917928820213, + "TN": 85870156, + "TP": 49056, + "n_pred": 83565, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.7237935044438907, + "FN": 19533, + "FP": 7069, + "IoU": 0.5671445075418585, + "TN": 86866415, + "TP": 34855, + "n_pred": 41924, + "n_ref": 54388 + }, + "9": { + "Dice": 0.030278151784834652, + "FN": 49838, + "FP": 9220, + "IoU": 0.015371790596865623, + "TN": 86867892, + "TP": 922, + "n_pred": 10142, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.32338449493108706, + "FN": 40551, + "FP": 159941, + "IoU": 0.1928793417175247, + "TN": 37501196, + "TP": 47912, + "n_pred": 207853, + "n_ref": 88463 + }, + "10": { + "Dice": 0.11473828209374325, + "FN": 55260, + "FP": 6217, + "IoU": 0.06086066512885535, + "TN": 37684139, + "TP": 3984, + "n_pred": 10201, + "n_ref": 59244 + }, + "11": { + "Dice": 0.0, + "FN": 2588, + "FP": 0, + "IoU": 0.0, + "TN": 37747012, + "TP": 0, + "n_pred": 0, + "n_ref": 2588 + }, + "12": { + "Dice": 0.0, + "FN": 2917, + "FP": 0, + "IoU": 0.0, + "TN": 37746683, + "TP": 0, + "n_pred": 0, + "n_ref": 2917 + }, + "13": { + "Dice": 0.0, + "FN": 44885, + "FP": 0, + "IoU": 0.0, + "TN": 37704715, + "TP": 0, + "n_pred": 0, + "n_ref": 44885 + }, + "14": { + "Dice": 0.24911709455228553, + "FN": 60490, + "FP": 179342, + "IoU": 0.1422808422980087, + "TN": 37469984, + "TP": 39784, + "n_pred": 219126, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 7766, + "IoU": 0.0, + "TN": 37741834, + "TP": 0, + "n_pred": 7766, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 100232, + "FP": 0, + "IoU": 0.0, + "TN": 37649368, + "TP": 0, + "n_pred": 0, + "n_ref": 100232 + }, + "3": { + "Dice": 0.19135920300328144, + "FN": 67647, + "FP": 110275, + "IoU": 0.10580276820087046, + "TN": 37550626, + "TP": 21052, + "n_pred": 131327, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 28, + "IoU": 0.0, + "TN": 37737878, + "TP": 0, + "n_pred": 28, + "n_ref": 11694 + }, + "5": { + "Dice": 0.0, + "FN": 10049, + "FP": 0, + "IoU": 0.0, + "TN": 37739551, + "TP": 0, + "n_pred": 0, + "n_ref": 10049 + }, + "6": { + "Dice": 0.7727706235817544, + "FN": 249066, + "FP": 41130, + "IoU": 0.6296871949375423, + "TN": 36965949, + "TP": 493455, + "n_pred": 534585, + "n_ref": 742521 + }, + "7": { + "Dice": 0.01651697799633462, + "FN": 342387, + "FP": 3205, + "IoU": 0.008327259579791904, + "TN": 37401106, + "TP": 2902, + "n_pred": 6107, + "n_ref": 345289 + }, + "8": { + "Dice": 0.6383431401881586, + "FN": 30081, + "FP": 24314, + "IoU": 0.468798828125, + "TN": 37647200, + "TP": 48005, + "n_pred": 72319, + "n_ref": 78086 + }, + "9": { + "Dice": 0.06391986952439005, + "FN": 52831, + "FP": 3990, + "IoU": 0.033015095046033935, + "TN": 37690839, + "TP": 1940, + "n_pred": 5930, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6939969650986343, + "FN": 83689, + "FP": 17139, + "IoU": 0.53139000948114, + "TN": 75691524, + "TP": 114336, + "n_pred": 131475, + "n_ref": 198025 + }, + "10": { + "Dice": 0.024155492220716723, + "FN": 112560, + "FP": 12756, + "IoU": 0.012225401404620587, + "TN": 75779821, + "TP": 1551, + "n_pred": 14307, + "n_ref": 114111 + }, + "11": { + "Dice": 0.0, + "FN": 4342, + "FP": 0, + "IoU": 0.0, + "TN": 75902346, + "TP": 0, + "n_pred": 0, + "n_ref": 4342 + }, + "12": { + "Dice": 0.0, + "FN": 4584, + "FP": 0, + "IoU": 0.0, + "TN": 75902104, + "TP": 0, + "n_pred": 0, + "n_ref": 4584 + }, + "13": { + "Dice": 0.022637559156434693, + "FN": 40982, + "FP": 3833, + "IoU": 0.01144836105351392, + "TN": 75861354, + "TP": 519, + "n_pred": 4352, + "n_ref": 41501 + }, + "14": { + "Dice": 0.5770117275270719, + "FN": 63974, + "FP": 23563, + "IoU": 0.4054929606161244, + "TN": 75759445, + "TP": 59706, + "n_pred": 83269, + "n_ref": 123680 + }, + "15": { + "Dice": 0.5261664323999216, + "FN": 108097, + "FP": 34498, + "IoU": 0.3570053254091005, + "TN": 75684921, + "TP": 79172, + "n_pred": 113670, + "n_ref": 187269 + }, + "2": { + "Dice": 0.0, + "FN": 192713, + "FP": 0, + "IoU": 0.0, + "TN": 75713975, + "TP": 0, + "n_pred": 0, + "n_ref": 192713 + }, + "3": { + "Dice": 0.0, + "FN": 251236, + "FP": 45142, + "IoU": 0.0, + "TN": 75610310, + "TP": 0, + "n_pred": 45142, + "n_ref": 251236 + }, + "4": { + "Dice": 0.5652839520711278, + "FN": 10976, + "FP": 18556, + "IoU": 0.39400406295528695, + "TN": 75857955, + "TP": 19201, + "n_pred": 37757, + "n_ref": 30177 + }, + "5": { + "Dice": 0.0, + "FN": 9629, + "FP": 0, + "IoU": 0.0, + "TN": 75897059, + "TP": 0, + "n_pred": 0, + "n_ref": 9629 + }, + "6": { + "Dice": 0.8170844326283857, + "FN": 197934, + "FP": 477693, + "IoU": 0.690737745927134, + "TN": 73722047, + "TP": 1509014, + "n_pred": 1986707, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.27288770893456077, + "FN": 229433, + "FP": 6648, + "IoU": 0.15800229686641795, + "TN": 75626306, + "TP": 44301, + "n_pred": 50949, + "n_ref": 273734 + }, + "8": { + "Dice": 0.6007344448722125, + "FN": 51177, + "FP": 2751, + "IoU": 0.4293212554763064, + "TN": 75812190, + "TP": 40570, + "n_pred": 43321, + "n_ref": 91747 + }, + "9": { + "Dice": 0.29045776613154983, + "FN": 62394, + "FP": 12611, + "IoU": 0.16990382593490266, + "TN": 75816331, + "TP": 15352, + "n_pred": 27963, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4452429154320905, + "FN": 45234, + "FP": 78899, + "IoU": 0.28637458536220806, + "TN": 61213803, + "TP": 49814, + "n_pred": 128713, + "n_ref": 95048 + }, + "10": { + "Dice": 0.0873207353067248, + "FN": 74488, + "FP": 35, + "IoU": 0.04565362155516853, + "TN": 61309662, + "TP": 3565, + "n_pred": 3600, + "n_ref": 78053 + }, + "11": { + "Dice": 0.0, + "FN": 3342, + "FP": 0, + "IoU": 0.0, + "TN": 61384408, + "TP": 0, + "n_pred": 0, + "n_ref": 3342 + }, + "12": { + "Dice": 0.0, + "FN": 3369, + "FP": 0, + "IoU": 0.0, + "TN": 61384381, + "TP": 0, + "n_pred": 0, + "n_ref": 3369 + }, + "13": { + "Dice": 0.0, + "FN": 39455, + "FP": 0, + "IoU": 0.0, + "TN": 61348295, + "TP": 0, + "n_pred": 0, + "n_ref": 39455 + }, + "14": { + "Dice": 0.48494050445798526, + "FN": 30209, + "FP": 46796, + "IoU": 0.32008017235289965, + "TN": 61274494, + "TP": 36251, + "n_pred": 83047, + "n_ref": 66460 + }, + "15": { + "Dice": 0.5397190319725745, + "FN": 16203, + "FP": 29044, + "IoU": 0.36959944270289097, + "TN": 61315975, + "TP": 26528, + "n_pred": 55572, + "n_ref": 42731 + }, + "2": { + "Dice": 0.0, + "FN": 133164, + "FP": 0, + "IoU": 0.0, + "TN": 61254586, + "TP": 0, + "n_pred": 0, + "n_ref": 133164 + }, + "3": { + "Dice": 0.4264255310398717, + "FN": 50670, + "FP": 172478, + "IoU": 0.27099164319923685, + "TN": 61081652, + "TP": 82950, + "n_pred": 255428, + "n_ref": 133620 + }, + "4": { + "Dice": 0.25817808420126154, + "FN": 13696, + "FP": 16646, + "IoU": 0.1482230082533266, + "TN": 61352128, + "TP": 5280, + "n_pred": 21926, + "n_ref": 18976 + }, + "5": { + "Dice": 0.0, + "FN": 27695, + "FP": 0, + "IoU": 0.0, + "TN": 61360055, + "TP": 0, + "n_pred": 0, + "n_ref": 27695 + }, + "6": { + "Dice": 0.7904141861713413, + "FN": 281240, + "FP": 97115, + "IoU": 0.6534585451771061, + "TN": 60295947, + "TP": 713448, + "n_pred": 810563, + "n_ref": 994688 + }, + "7": { + "Dice": 0.03104199066874028, + "FN": 177141, + "FP": 9771, + "IoU": 0.01576569460680547, + "TN": 61197844, + "TP": 2994, + "n_pred": 12765, + "n_ref": 180135 + }, + "8": { + "Dice": 0.43720731329034823, + "FN": 173725, + "FP": 13152, + "IoU": 0.2797602759524406, + "TN": 61128285, + "TP": 72588, + "n_pred": 85740, + "n_ref": 246313 + }, + "9": { + "Dice": 0.09074839328986338, + "FN": 75841, + "FP": 1830, + "IoU": 0.047530871767201735, + "TN": 61306203, + "TP": 3876, + "n_pred": 5706, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8161042910489479, + "FN": 39526, + "FP": 26266, + "IoU": 0.6893379922561148, + "TN": 39537020, + "TP": 145988, + "n_pred": 172254, + "n_ref": 185514 + }, + "10": { + "Dice": 0.2711447212336892, + "FN": 42689, + "FP": 6465, + "IoU": 0.15683482855035422, + "TN": 39690503, + "TP": 9143, + "n_pred": 15608, + "n_ref": 51832 + }, + "11": { + "Dice": 0.0, + "FN": 3031, + "FP": 0, + "IoU": 0.0, + "TN": 39745769, + "TP": 0, + "n_pred": 0, + "n_ref": 3031 + }, + "12": { + "Dice": 0.0, + "FN": 3460, + "FP": 0, + "IoU": 0.0, + "TN": 39745340, + "TP": 0, + "n_pred": 0, + "n_ref": 3460 + }, + "13": { + "Dice": 0.0, + "FN": 43811, + "FP": 182, + "IoU": 0.0, + "TN": 39704807, + "TP": 0, + "n_pred": 182, + "n_ref": 43811 + }, + "14": { + "Dice": 0.21586727572643066, + "FN": 26528, + "FP": 22910, + "IoU": 0.12099283466386929, + "TN": 39692557, + "TP": 6805, + "n_pred": 29715, + "n_ref": 33333 + }, + "15": { + "Dice": 0.0348140051011958, + "FN": 50665, + "FP": 7611, + "IoU": 0.017715374112967114, + "TN": 39689473, + "TP": 1051, + "n_pred": 8662, + "n_ref": 51716 + }, + "2": { + "Dice": 0.0, + "FN": 117847, + "FP": 0, + "IoU": 0.0, + "TN": 39630953, + "TP": 0, + "n_pred": 0, + "n_ref": 117847 + }, + "3": { + "Dice": 0.6328713496620196, + "FN": 18039, + "FP": 116818, + "IoU": 0.46292011326480625, + "TN": 39497707, + "TP": 116236, + "n_pred": 233054, + "n_ref": 134275 + }, + "4": { + "Dice": 0.062090007627765065, + "FN": 22959, + "FP": 1633, + "IoU": 0.032039675667165236, + "TN": 39723394, + "TP": 814, + "n_pred": 2447, + "n_ref": 23773 + }, + "5": { + "Dice": 0.0, + "FN": 6524, + "FP": 0, + "IoU": 0.0, + "TN": 39742276, + "TP": 0, + "n_pred": 0, + "n_ref": 6524 + }, + "6": { + "Dice": 0.8697684998862623, + "FN": 182373, + "FP": 40905, + "IoU": 0.7695489816013228, + "TN": 38779926, + "TP": 745596, + "n_pred": 786501, + "n_ref": 927969 + }, + "7": { + "Dice": 0.012329256993622705, + "FN": 727529, + "FP": 1613, + "IoU": 0.0062028668666594886, + "TN": 39015107, + "TP": 4551, + "n_pred": 6164, + "n_ref": 732080 + }, + "8": { + "Dice": 0.6048769288794871, + "FN": 12648, + "FP": 35542, + "IoU": 0.43356528280596174, + "TN": 39663724, + "TP": 36886, + "n_pred": 72428, + "n_ref": 49534 + }, + "9": { + "Dice": 0.0008321582950001155, + "FN": 41611, + "FP": 1614, + "IoU": 0.0004162523414194205, + "TN": 39705557, + "TP": 18, + "n_pred": 1632, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4645606234024581, + "FN": 33435, + "FP": 112990, + "IoU": 0.30255875320320463, + "TN": 101186662, + "TP": 63521, + "n_pred": 176511, + "n_ref": 96956 + }, + "10": { + "Dice": 0.1018048385032214, + "FN": 77619, + "FP": 6585, + "IoU": 0.053632440208595575, + "TN": 101307632, + "TP": 4772, + "n_pred": 11357, + "n_ref": 82391 + }, + "11": { + "Dice": 0.0, + "FN": 5529, + "FP": 0, + "IoU": 0.0, + "TN": 101391079, + "TP": 0, + "n_pred": 0, + "n_ref": 5529 + }, + "12": { + "Dice": 0.0, + "FN": 5225, + "FP": 0, + "IoU": 0.0, + "TN": 101391383, + "TP": 0, + "n_pred": 0, + "n_ref": 5225 + }, + "13": { + "Dice": 0.0, + "FN": 49945, + "FP": 2627, + "IoU": 0.0, + "TN": 101344036, + "TP": 0, + "n_pred": 2627, + "n_ref": 49945 + }, + "14": { + "Dice": 0.6258618745211808, + "FN": 95093, + "FP": 1114, + "IoU": 0.4554577614263478, + "TN": 101219933, + "TP": 80468, + "n_pred": 81582, + "n_ref": 175561 + }, + "15": { + "Dice": 0.027136807536081584, + "FN": 26246, + "FP": 18782, + "IoU": 0.013755037673033117, + "TN": 101350952, + "TP": 628, + "n_pred": 19410, + "n_ref": 26874 + }, + "2": { + "Dice": 0.006788843922394411, + "FN": 181120, + "FP": 0, + "IoU": 0.003405983305729645, + "TN": 101214869, + "TP": 619, + "n_pred": 619, + "n_ref": 181739 + }, + "3": { + "Dice": 0.3366556438831993, + "FN": 87411, + "FP": 226926, + "IoU": 0.20239684142683873, + "TN": 101002506, + "TP": 79765, + "n_pred": 306691, + "n_ref": 167176 + }, + "4": { + "Dice": 0.08575649008838436, + "FN": 4892, + "FP": 107133, + "IoU": 0.04479915415377007, + "TN": 101279329, + "TP": 5254, + "n_pred": 112387, + "n_ref": 10146 + }, + "5": { + "Dice": 0.0, + "FN": 38516, + "FP": 0, + "IoU": 0.0, + "TN": 101358092, + "TP": 0, + "n_pred": 0, + "n_ref": 38516 + }, + "6": { + "Dice": 0.7084157685089305, + "FN": 234802, + "FP": 1078801, + "IoU": 0.5484859223552923, + "TN": 98487279, + "TP": 1595726, + "n_pred": 2674527, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.35381324794476426, + "FN": 347872, + "FP": 65420, + "IoU": 0.21492898512458233, + "TN": 100870169, + "TP": 113147, + "n_pred": 178567, + "n_ref": 461019 + }, + "8": { + "Dice": 0.4172803088928016, + "FN": 178340, + "FP": 37775, + "IoU": 0.26364763845257483, + "TN": 101103114, + "TP": 77379, + "n_pred": 115154, + "n_ref": 255719 + }, + "9": { + "Dice": 0.41452379402382655, + "FN": 61149, + "FP": 10799, + "IoU": 0.2614506559362746, + "TN": 101299190, + "TP": 25470, + "n_pred": 36269, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.18590743042217453, + "FN": 192313, + "FP": 23853, + "IoU": 0.10247957217830332, + "TN": 73642656, + "TP": 24682, + "n_pred": 48535, + "n_ref": 216995 + }, + "10": { + "Dice": 0.0, + "FN": 75841, + "FP": 18794, + "IoU": 0.0, + "TN": 73788869, + "TP": 0, + "n_pred": 18794, + "n_ref": 75841 + }, + "11": { + "Dice": 0.0, + "FN": 6259, + "FP": 0, + "IoU": 0.0, + "TN": 73877245, + "TP": 0, + "n_pred": 0, + "n_ref": 6259 + }, + "12": { + "Dice": 0.0, + "FN": 5541, + "FP": 0, + "IoU": 0.0, + "TN": 73877963, + "TP": 0, + "n_pred": 0, + "n_ref": 5541 + }, + "13": { + "Dice": 0.0, + "FN": 61239, + "FP": 4898, + "IoU": 0.0, + "TN": 73817367, + "TP": 0, + "n_pred": 4898, + "n_ref": 61239 + }, + "14": { + "Dice": 0.28927837673245127, + "FN": 79529, + "FP": 26672, + "IoU": 0.16909728198788865, + "TN": 73755690, + "TP": 21613, + "n_pred": 48285, + "n_ref": 101142 + }, + "15": { + "Dice": 0.7445855399756118, + "FN": 75323, + "FP": 25426, + "IoU": 0.5930993816664715, + "TN": 73635903, + "TP": 146852, + "n_pred": 172278, + "n_ref": 222175 + }, + "2": { + "Dice": 0.0, + "FN": 191050, + "FP": 49, + "IoU": 0.0, + "TN": 73692405, + "TP": 0, + "n_pred": 49, + "n_ref": 191050 + }, + "3": { + "Dice": 0.0, + "FN": 187531, + "FP": 33372, + "IoU": 0.0, + "TN": 73662601, + "TP": 0, + "n_pred": 33372, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 13976, + "IoU": 0.0, + "TN": 73821640, + "TP": 0, + "n_pred": 13976, + "n_ref": 47888 + }, + "5": { + "Dice": 0.0, + "FN": 15128, + "FP": 0, + "IoU": 0.0, + "TN": 73868376, + "TP": 0, + "n_pred": 0, + "n_ref": 15128 + }, + "6": { + "Dice": 0.4482708916474749, + "FN": 877200, + "FP": 1151466, + "IoU": 0.28888476038411454, + "TN": 71030709, + "TP": 824129, + "n_pred": 1975595, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.10174033516160255, + "FN": 159197, + "FP": 77454, + "IoU": 0.053596637512847274, + "TN": 73633451, + "TP": 13402, + "n_pred": 90856, + "n_ref": 172599 + }, + "8": { + "Dice": 0.45085987192941124, + "FN": 47869, + "FP": 29054, + "IoU": 0.29103879226919566, + "TN": 73775003, + "TP": 31578, + "n_pred": 60632, + "n_ref": 79447 + }, + "9": { + "Dice": 0.01477805826715349, + "FN": 89499, + "FP": 1436, + "IoU": 0.007444033312594824, + "TN": 73791887, + "TP": 682, + "n_pred": 2118, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4134829202105607, + "FN": 121518, + "FP": 65222, + "IoU": 0.2606230499992081, + "TN": 69243212, + "TP": 65824, + "n_pred": 131046, + "n_ref": 187342 + }, + "10": { + "Dice": 0.10047531153467287, + "FN": 62220, + "FP": 31837, + "IoU": 0.052894975329775454, + "TN": 69396466, + "TP": 5253, + "n_pred": 37090, + "n_ref": 67473 + }, + "11": { + "Dice": 0.0, + "FN": 3461, + "FP": 0, + "IoU": 0.0, + "TN": 69492315, + "TP": 0, + "n_pred": 0, + "n_ref": 3461 + }, + "12": { + "Dice": 0.0, + "FN": 3152, + "FP": 0, + "IoU": 0.0, + "TN": 69492624, + "TP": 0, + "n_pred": 0, + "n_ref": 3152 + }, + "13": { + "Dice": 0.2382121807465619, + "FN": 66178, + "FP": 8270, + "IoU": 0.13521048229718427, + "TN": 69409688, + "TP": 11640, + "n_pred": 19910, + "n_ref": 77818 + }, + "14": { + "Dice": 0.34459911595336606, + "FN": 114472, + "FP": 24608, + "IoU": 0.20816656513496126, + "TN": 69320133, + "TP": 36563, + "n_pred": 61171, + "n_ref": 151035 + }, + "15": { + "Dice": 0.5426743314171457, + "FN": 39715, + "FP": 51773, + "IoU": 0.37237684281294375, + "TN": 69350007, + "TP": 54281, + "n_pred": 106054, + "n_ref": 93996 + }, + "2": { + "Dice": 0.07083113846311975, + "FN": 144637, + "FP": 3, + "IoU": 0.036715883132538145, + "TN": 69345623, + "TP": 5513, + "n_pred": 5516, + "n_ref": 150150 + }, + "3": { + "Dice": 0.5805999981578196, + "FN": 46501, + "FP": 135631, + "IoU": 0.4090460739779364, + "TN": 69187576, + "TP": 126068, + "n_pred": 261699, + "n_ref": 172569 + }, + "4": { + "Dice": 0.1882755794895809, + "FN": 30686, + "FP": 24784, + "IoU": 0.10392065004927063, + "TN": 69433873, + "TP": 6433, + "n_pred": 31217, + "n_ref": 37119 + }, + "5": { + "Dice": 0.0, + "FN": 19093, + "FP": 0, + "IoU": 0.0, + "TN": 69476683, + "TP": 0, + "n_pred": 0, + "n_ref": 19093 + }, + "6": { + "Dice": 0.8145256903064226, + "FN": 178693, + "FP": 400133, + "IoU": 0.6870884367936763, + "TN": 67645969, + "TP": 1270981, + "n_pred": 1671114, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.2457256033349646, + "FN": 265039, + "FP": 29346, + "IoU": 0.14007250165772323, + "TN": 69153439, + "TP": 47952, + "n_pred": 77298, + "n_ref": 312991 + }, + "8": { + "Dice": 0.46134464855177504, + "FN": 44923, + "FP": 57268, + "IoU": 0.29983624865538905, + "TN": 69349823, + "TP": 43762, + "n_pred": 101030, + "n_ref": 88685 + }, + "9": { + "Dice": 0.11743906032494386, + "FN": 74590, + "FP": 12269, + "IoU": 0.062382607569248044, + "TN": 69403138, + "TP": 5779, + "n_pred": 18048, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5516030095646921, + "FN": 108350, + "FP": 44574, + "IoU": 0.38083689292872036, + "TN": 50586567, + "TP": 94061, + "n_pred": 138635, + "n_ref": 202411 + }, + "10": { + "Dice": 0.1697111002033518, + "FN": 66159, + "FP": 28567, + "IoU": 0.09272366795329814, + "TN": 50729145, + "TP": 9681, + "n_pred": 38248, + "n_ref": 75840 + }, + "11": { + "Dice": 0.0, + "FN": 6729, + "FP": 0, + "IoU": 0.0, + "TN": 50826823, + "TP": 0, + "n_pred": 0, + "n_ref": 6729 + }, + "12": { + "Dice": 0.0, + "FN": 6299, + "FP": 0, + "IoU": 0.0, + "TN": 50827253, + "TP": 0, + "n_pred": 0, + "n_ref": 6299 + }, + "13": { + "Dice": 0.14036374547818695, + "FN": 44053, + "FP": 7514, + "IoU": 0.07547914014737257, + "TN": 50777775, + "TP": 4210, + "n_pred": 11724, + "n_ref": 48263 + }, + "14": { + "Dice": 0.03488564115267113, + "FN": 49047, + "FP": 44461, + "IoU": 0.017752473791466206, + "TN": 50738354, + "TP": 1690, + "n_pred": 46151, + "n_ref": 50737 + }, + "15": { + "Dice": 0.4804136734934213, + "FN": 12319, + "FP": 36214, + "IoU": 0.31614766802874456, + "TN": 50762582, + "TP": 22437, + "n_pred": 58651, + "n_ref": 34756 + }, + "2": { + "Dice": 0.0, + "FN": 212070, + "FP": 0, + "IoU": 0.0, + "TN": 50621482, + "TP": 0, + "n_pred": 0, + "n_ref": 212070 + }, + "3": { + "Dice": 0.5879448305268334, + "FN": 32153, + "FP": 207509, + "IoU": 0.41637525447833157, + "TN": 50422908, + "TP": 170982, + "n_pred": 378491, + "n_ref": 203135 + }, + "4": { + "Dice": 0.33720371354127143, + "FN": 11300, + "FP": 14901, + "IoU": 0.20279316010466744, + "TN": 50800686, + "TP": 6665, + "n_pred": 21566, + "n_ref": 17965 + }, + "5": { + "Dice": 0.0, + "FN": 12844, + "FP": 0, + "IoU": 0.0, + "TN": 50820708, + "TP": 0, + "n_pred": 0, + "n_ref": 12844 + }, + "6": { + "Dice": 0.8014363644659163, + "FN": 325635, + "FP": 601350, + "IoU": 0.6686640080722903, + "TN": 48035833, + "TP": 1870734, + "n_pred": 2472084, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.3257262140704343, + "FN": 172813, + "FP": 57171, + "IoU": 0.19454775963633053, + "TN": 50548018, + "TP": 55550, + "n_pred": 112721, + "n_ref": 228363 + }, + "8": { + "Dice": 0.7280424181364967, + "FN": 25963, + "FP": 31534, + "IoU": 0.5723794790938435, + "TN": 50699094, + "TP": 76961, + "n_pred": 108495, + "n_ref": 102924 + }, + "9": { + "Dice": 0.3363611111111111, + "FN": 90900, + "FP": 4664, + "IoU": 0.20218396754103288, + "TN": 50713770, + "TP": 24218, + "n_pred": 28882, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5170069915318921, + "FN": 118816, + "FP": 55203, + "IoU": 0.3486240249142823, + "TN": 76617704, + "TP": 93137, + "n_pred": 148340, + "n_ref": 211953 + }, + "10": { + "Dice": 0.0, + "FN": 64959, + "FP": 3524, + "IoU": 0.0, + "TN": 76816377, + "TP": 0, + "n_pred": 3524, + "n_ref": 64959 + }, + "11": { + "Dice": 0.0, + "FN": 2874, + "FP": 0, + "IoU": 0.0, + "TN": 76881986, + "TP": 0, + "n_pred": 0, + "n_ref": 2874 + }, + "12": { + "Dice": 0.0, + "FN": 2609, + "FP": 0, + "IoU": 0.0, + "TN": 76882251, + "TP": 0, + "n_pred": 0, + "n_ref": 2609 + }, + "13": { + "Dice": 0.0, + "FN": 42783, + "FP": 5698, + "IoU": 0.0, + "TN": 76836379, + "TP": 0, + "n_pred": 5698, + "n_ref": 42783 + }, + "14": { + "Dice": 0.4727348643006263, + "FN": 47543, + "FP": 28225, + "IoU": 0.30953031877084586, + "TN": 76775126, + "TP": 33966, + "n_pred": 62191, + "n_ref": 81509 + }, + "15": { + "Dice": 0.23533509014290524, + "FN": 29879, + "FP": 35990, + "IoU": 0.13335964739161899, + "TN": 76808855, + "TP": 10136, + "n_pred": 46126, + "n_ref": 40015 + }, + "2": { + "Dice": 0.0, + "FN": 103897, + "FP": 0, + "IoU": 0.0, + "TN": 76780963, + "TP": 0, + "n_pred": 0, + "n_ref": 103897 + }, + "3": { + "Dice": 0.0, + "FN": 97410, + "FP": 34996, + "IoU": 0.0, + "TN": 76752454, + "TP": 0, + "n_pred": 34996, + "n_ref": 97410 + }, + "4": { + "Dice": 0.5144347995708574, + "FN": 14333, + "FP": 5581, + "IoU": 0.346288940682139, + "TN": 76854397, + "TP": 10549, + "n_pred": 16130, + "n_ref": 24882 + }, + "5": { + "Dice": 0.0, + "FN": 15755, + "FP": 0, + "IoU": 0.0, + "TN": 76869105, + "TP": 0, + "n_pred": 0, + "n_ref": 15755 + }, + "6": { + "Dice": 0.7801212822731834, + "FN": 125486, + "FP": 441351, + "IoU": 0.63950724849672, + "TN": 75312465, + "TP": 1005558, + "n_pred": 1446909, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.25187121302126647, + "FN": 130416, + "FP": 52197, + "IoU": 0.1440804675818948, + "TN": 76671507, + "TP": 30740, + "n_pred": 82937, + "n_ref": 161156 + }, + "8": { + "Dice": 0.6454862098925855, + "FN": 35331, + "FP": 10776, + "IoU": 0.4765445834563248, + "TN": 76796778, + "TP": 41975, + "n_pred": 52751, + "n_ref": 77306 + }, + "9": { + "Dice": 0.00586736097104824, + "FN": 91447, + "FP": 16991, + "IoU": 0.002942312289670645, + "TN": 76776102, + "TP": 320, + "n_pred": 17311, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.45548638924088686, + "FN": 75329, + "FP": 42409, + "IoU": 0.2949060377765268, + "TN": 130832950, + "TP": 49244, + "n_pred": 91653, + "n_ref": 124573 + }, + "10": { + "Dice": 0.11523981433728726, + "FN": 53094, + "FP": 15528, + "IoU": 0.061142958777414456, + "TN": 130926841, + "TP": 4469, + "n_pred": 19997, + "n_ref": 57563 + }, + "11": { + "Dice": 0.0, + "FN": 5568, + "FP": 0, + "IoU": 0.0, + "TN": 130994364, + "TP": 0, + "n_pred": 0, + "n_ref": 5568 + }, + "12": { + "Dice": 0.0, + "FN": 7302, + "FP": 0, + "IoU": 0.0, + "TN": 130992630, + "TP": 0, + "n_pred": 0, + "n_ref": 7302 + }, + "13": { + "Dice": 0.002452598811432884, + "FN": 78300, + "FP": 16875, + "IoU": 0.0012278050623347185, + "TN": 130904640, + "TP": 117, + "n_pred": 16992, + "n_ref": 78417 + }, + "14": { + "Dice": 0.0008896841422260614, + "FN": 945678, + "FP": 58279, + "IoU": 0.0004450400436477752, + "TN": 129995528, + "TP": 447, + "n_pred": 58726, + "n_ref": 946125 + }, + "15": { + "Dice": 0.05509277080606667, + "FN": 23521, + "FP": 37846, + "IoU": 0.028326683133827347, + "TN": 130936776, + "TP": 1789, + "n_pred": 39635, + "n_ref": 25310 + }, + "2": { + "Dice": 0.0, + "FN": 218855, + "FP": 0, + "IoU": 0.0, + "TN": 130781077, + "TP": 0, + "n_pred": 0, + "n_ref": 218855 + }, + "3": { + "Dice": 0.0, + "FN": 283041, + "FP": 34467, + "IoU": 0.0, + "TN": 130682424, + "TP": 0, + "n_pred": 34467, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 1858, + "IoU": 0.0, + "TN": 130995794, + "TP": 0, + "n_pred": 1858, + "n_ref": 2280 + }, + "5": { + "Dice": 0.0, + "FN": 23719, + "FP": 0, + "IoU": 0.0, + "TN": 130976213, + "TP": 0, + "n_pred": 0, + "n_ref": 23719 + }, + "6": { + "Dice": 0.7615019238286278, + "FN": 297305, + "FP": 439142, + "IoU": 0.614859189917109, + "TN": 129087782, + "TP": 1175703, + "n_pred": 1614845, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.08668556978889566, + "FN": 194177, + "FP": 14224, + "IoU": 0.045306494541689765, + "TN": 130781641, + "TP": 9890, + "n_pred": 24114, + "n_ref": 204067 + }, + "8": { + "Dice": 0.4713580037824258, + "FN": 84276, + "FP": 9365, + "IoU": 0.3083508139569238, + "TN": 130864544, + "TP": 41747, + "n_pred": 51112, + "n_ref": 126023 + }, + "9": { + "Dice": 0.21691524695957465, + "FN": 48631, + "FP": 13376, + "IoU": 0.12165167504780793, + "TN": 130929337, + "TP": 8588, + "n_pred": 21964, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3463069657031231, + "FN": 43412, + "FP": 9460, + "IoU": 0.20941429789015656, + "TN": 74359821, + "TP": 14005, + "n_pred": 23465, + "n_ref": 57417 + }, + "10": { + "Dice": 0.0, + "FN": 78775, + "FP": 0, + "IoU": 0.0, + "TN": 74347923, + "TP": 0, + "n_pred": 0, + "n_ref": 78775 + }, + "11": { + "Dice": 0.0, + "FN": 2388, + "FP": 0, + "IoU": 0.0, + "TN": 74424310, + "TP": 0, + "n_pred": 0, + "n_ref": 2388 + }, + "12": { + "Dice": 0.0, + "FN": 2457, + "FP": 0, + "IoU": 0.0, + "TN": 74424241, + "TP": 0, + "n_pred": 0, + "n_ref": 2457 + }, + "13": { + "Dice": 0.0, + "FN": 103327, + "FP": 2, + "IoU": 0.0, + "TN": 74323369, + "TP": 0, + "n_pred": 2, + "n_ref": 103327 + }, + "14": { + "Dice": 0.43025295386521567, + "FN": 113251, + "FP": 39415, + "IoU": 0.2740906281203937, + "TN": 74216388, + "TP": 57644, + "n_pred": 97059, + "n_ref": 170895 + }, + "15": { + "Dice": 0.23857794720730088, + "FN": 13957, + "FP": 38773, + "IoU": 0.13544621337574397, + "TN": 74365707, + "TP": 8261, + "n_pred": 47034, + "n_ref": 22218 + }, + "2": { + "Dice": 0.0, + "FN": 118753, + "FP": 0, + "IoU": 0.0, + "TN": 74307945, + "TP": 0, + "n_pred": 0, + "n_ref": 118753 + }, + "3": { + "Dice": 0.0, + "FN": 131193, + "FP": 13794, + "IoU": 0.0, + "TN": 74281711, + "TP": 0, + "n_pred": 13794, + "n_ref": 131193 + }, + "4": { + "Dice": 0.0, + "FN": 30460, + "FP": 0, + "IoU": 0.0, + "TN": 74396238, + "TP": 0, + "n_pred": 0, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8319172214289688, + "FN": 214633, + "FP": 57293, + "IoU": 0.7122074194490658, + "TN": 73481830, + "TP": 672942, + "n_pred": 730235, + "n_ref": 887575 + }, + "7": { + "Dice": 0.16315354288247913, + "FN": 136898, + "FP": 2770, + "IoU": 0.08882263525635589, + "TN": 74273415, + "TP": 13615, + "n_pred": 16385, + "n_ref": 150513 + }, + "8": { + "Dice": 0.19954828228394816, + "FN": 38196, + "FP": 2206, + "IoU": 0.11083234297284211, + "TN": 74381260, + "TP": 5036, + "n_pred": 7242, + "n_ref": 43232 + }, + "9": { + "Dice": 0.0, + "FN": 33772, + "FP": 2061, + "IoU": 0.0, + "TN": 74390865, + "TP": 0, + "n_pred": 2061, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6962353467938963, + "FN": 33108, + "FP": 60515, + "IoU": 0.5340191921001811, + "TN": 106445772, + "TP": 107293, + "n_pred": 167808, + "n_ref": 140401 + }, + "10": { + "Dice": 0.3409591142533182, + "FN": 71227, + "FP": 37464, + "IoU": 0.2055157996301359, + "TN": 106509881, + "TP": 28116, + "n_pred": 65580, + "n_ref": 99343 + }, + "11": { + "Dice": 0.0, + "FN": 4651, + "FP": 0, + "IoU": 0.0, + "TN": 106642037, + "TP": 0, + "n_pred": 0, + "n_ref": 4651 + }, + "12": { + "Dice": 0.0, + "FN": 5470, + "FP": 0, + "IoU": 0.0, + "TN": 106641218, + "TP": 0, + "n_pred": 0, + "n_ref": 5470 + }, + "13": { + "Dice": 0.11121907207551099, + "FN": 37738, + "FP": 13486, + "IoU": 0.05888405078175237, + "TN": 106592259, + "TP": 3205, + "n_pred": 16691, + "n_ref": 40943 + }, + "14": { + "Dice": 0.6902835191448494, + "FN": 28926, + "FP": 8161, + "IoU": 0.527048051418078, + "TN": 106568272, + "TP": 41329, + "n_pred": 49490, + "n_ref": 70255 + }, + "15": { + "Dice": 0.2297360248447205, + "FN": 17684, + "FP": 41842, + "IoU": 0.12977500986798823, + "TN": 106578285, + "TP": 8877, + "n_pred": 50719, + "n_ref": 26561 + }, + "2": { + "Dice": 0.0, + "FN": 186673, + "FP": 0, + "IoU": 0.0, + "TN": 106460015, + "TP": 0, + "n_pred": 0, + "n_ref": 186673 + }, + "3": { + "Dice": 0.0, + "FN": 150492, + "FP": 111405, + "IoU": 0.0, + "TN": 106384791, + "TP": 0, + "n_pred": 111405, + "n_ref": 150492 + }, + "4": { + "Dice": 0.7106653213840584, + "FN": 4096, + "FP": 779, + "IoU": 0.5511876265881053, + "TN": 106635826, + "TP": 5987, + "n_pred": 6766, + "n_ref": 10083 + }, + "5": { + "Dice": 0.0, + "FN": 4442, + "FP": 0, + "IoU": 0.0, + "TN": 106642246, + "TP": 0, + "n_pred": 0, + "n_ref": 4442 + }, + "6": { + "Dice": 0.8788210182675481, + "FN": 189344, + "FP": 109392, + "IoU": 0.7838365083419502, + "TN": 105264697, + "TP": 1083255, + "n_pred": 1192647, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.19246935066337273, + "FN": 299406, + "FP": 14721, + "IoU": 0.10648192921874378, + "TN": 106295126, + "TP": 37435, + "n_pred": 52156, + "n_ref": 336841 + }, + "8": { + "Dice": 0.523804994700943, + "FN": 32480, + "FP": 37614, + "IoU": 0.35483455290165217, + "TN": 106538043, + "TP": 38551, + "n_pred": 76165, + "n_ref": 71031 + }, + "9": { + "Dice": 0.1335764895811534, + "FN": 78382, + "FP": 8561, + "IoU": 0.0715681563350953, + "TN": 106553043, + "TP": 6702, + "n_pred": 15263, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.49937660571255854, + "FN": 101874, + "FP": 4130, + "IoU": 0.3327794352757531, + "TN": 107968054, + "TP": 52870, + "n_pred": 57000, + "n_ref": 154744 + }, + "10": { + "Dice": 0.004862494044055662, + "FN": 80942, + "FP": 511, + "IoU": 0.002437172390143536, + "TN": 108045276, + "TP": 199, + "n_pred": 710, + "n_ref": 81141 + }, + "11": { + "Dice": 0.0, + "FN": 3037, + "FP": 0, + "IoU": 0.0, + "TN": 108123891, + "TP": 0, + "n_pred": 0, + "n_ref": 3037 + }, + "12": { + "Dice": 0.0, + "FN": 3974, + "FP": 0, + "IoU": 0.0, + "TN": 108122954, + "TP": 0, + "n_pred": 0, + "n_ref": 3974 + }, + "13": { + "Dice": 0.00023780955778231777, + "FN": 77411, + "FP": 15078, + "IoU": 0.00011891891891891892, + "TN": 108034428, + "TP": 11, + "n_pred": 15089, + "n_ref": 77422 + }, + "14": { + "Dice": 0.4673703941202585, + "FN": 20943, + "FP": 22249, + "IoU": 0.30494673489749285, + "TN": 108064786, + "TP": 18950, + "n_pred": 41199, + "n_ref": 39893 + }, + "15": { + "Dice": 0.39542785690986193, + "FN": 12684, + "FP": 31798, + "IoU": 0.2464381913974487, + "TN": 108067899, + "TP": 14547, + "n_pred": 46345, + "n_ref": 27231 + }, + "2": { + "Dice": 0.003031145279961403, + "FN": 190109, + "FP": 0, + "IoU": 0.0015178730869021733, + "TN": 107936530, + "TP": 289, + "n_pred": 289, + "n_ref": 190398 + }, + "3": { + "Dice": 0.0, + "FN": 200236, + "FP": 27171, + "IoU": 0.0, + "TN": 107899521, + "TP": 0, + "n_pred": 27171, + "n_ref": 200236 + }, + "4": { + "Dice": 0.5063219789651683, + "FN": 13547, + "FP": 24990, + "IoU": 0.33897665483112915, + "TN": 108068629, + "TP": 19762, + "n_pred": 44752, + "n_ref": 33309 + }, + "5": { + "Dice": 0.0, + "FN": 3877, + "FP": 0, + "IoU": 0.0, + "TN": 108123051, + "TP": 0, + "n_pred": 0, + "n_ref": 3877 + }, + "6": { + "Dice": 0.84404872071309, + "FN": 235750, + "FP": 223813, + "IoU": 0.7301767261625176, + "TN": 106423728, + "TP": 1243637, + "n_pred": 1467450, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.1706661473685453, + "FN": 227463, + "FP": 53614, + "IoU": 0.09329415028484055, + "TN": 107816930, + "TP": 28921, + "n_pred": 82535, + "n_ref": 256384 + }, + "8": { + "Dice": 0.5293501937820023, + "FN": 24459, + "FP": 8815, + "IoU": 0.3599430615935059, + "TN": 108074942, + "TP": 18712, + "n_pred": 27527, + "n_ref": 43171 + }, + "9": { + "Dice": 0.20067885840953173, + "FN": 53047, + "FP": 16187, + "IoU": 0.11153031761308951, + "TN": 108049003, + "TP": 8691, + "n_pred": 24878, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.06786974262234428, + "FN": 117981, + "FP": 60892, + "IoU": 0.035126898076974944, + "TN": 62384775, + "TP": 6512, + "n_pred": 67404, + "n_ref": 124493 + }, + "10": { + "Dice": 0.0008082315272467282, + "FN": 59120, + "FP": 5166, + "IoU": 0.0004042791391964175, + "TN": 62505848, + "TP": 26, + "n_pred": 5192, + "n_ref": 59146 + }, + "11": { + "Dice": 0.0, + "FN": 2052, + "FP": 0, + "IoU": 0.0, + "TN": 62568108, + "TP": 0, + "n_pred": 0, + "n_ref": 2052 + }, + "12": { + "Dice": 0.0, + "FN": 4267, + "FP": 0, + "IoU": 0.0, + "TN": 62565893, + "TP": 0, + "n_pred": 0, + "n_ref": 4267 + }, + "13": { + "Dice": 0.0, + "FN": 41709, + "FP": 3300, + "IoU": 0.0, + "TN": 62525151, + "TP": 0, + "n_pred": 3300, + "n_ref": 41709 + }, + "14": { + "Dice": 0.6252113462612413, + "FN": 192103, + "FP": 2521, + "IoU": 0.454769061819771, + "TN": 62213203, + "TP": 162333, + "n_pred": 164854, + "n_ref": 354436 + }, + "15": { + "Dice": 0.2676603515501061, + "FN": 72358, + "FP": 31509, + "IoU": 0.15450800989841104, + "TN": 62447312, + "TP": 18981, + "n_pred": 50490, + "n_ref": 91339 + }, + "2": { + "Dice": 0.0, + "FN": 167012, + "FP": 0, + "IoU": 0.0, + "TN": 62403148, + "TP": 0, + "n_pred": 0, + "n_ref": 167012 + }, + "3": { + "Dice": 0.0, + "FN": 200168, + "FP": 6779, + "IoU": 0.0, + "TN": 62363213, + "TP": 0, + "n_pred": 6779, + "n_ref": 200168 + }, + "4": { + "Dice": 0.7083667017913593, + "FN": 6674, + "FP": 7164, + "IoU": 0.5484270982900404, + "TN": 62539516, + "TP": 16806, + "n_pred": 23970, + "n_ref": 23480 + }, + "5": { + "Dice": 0.0, + "FN": 8175, + "FP": 0, + "IoU": 0.0, + "TN": 62561985, + "TP": 0, + "n_pred": 0, + "n_ref": 8175 + }, + "6": { + "Dice": 0.7853772894068879, + "FN": 291204, + "FP": 346257, + "IoU": 0.6466018480943606, + "TN": 60766356, + "TP": 1166343, + "n_pred": 1512600, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.11091659312614782, + "FN": 175771, + "FP": 10612, + "IoU": 0.05871450287613189, + "TN": 62372151, + "TP": 11626, + "n_pred": 22238, + "n_ref": 187397 + }, + "8": { + "Dice": 0.44013451789389146, + "FN": 48202, + "FP": 7569, + "IoU": 0.2821618421221989, + "TN": 62492467, + "TP": 21922, + "n_pred": 29491, + "n_ref": 70124 + }, + "9": { + "Dice": 0.20417963948024495, + "FN": 40710, + "FP": 28559, + "IoU": 0.11369714029812553, + "TN": 62492005, + "TP": 8886, + "n_pred": 37445, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.27948121357322214, + "FN": 232180, + "FP": 18036, + "IoU": 0.16244008247864392, + "TN": 55082504, + "TP": 48528, + "n_pred": 66564, + "n_ref": 280708 + }, + "10": { + "Dice": 0.016463118007015387, + "FN": 75926, + "FP": 902, + "IoU": 0.008299879955079966, + "TN": 55303777, + "TP": 643, + "n_pred": 1545, + "n_ref": 76569 + }, + "11": { + "Dice": 0.0, + "FN": 4327, + "FP": 0, + "IoU": 0.0, + "TN": 55376921, + "TP": 0, + "n_pred": 0, + "n_ref": 4327 + }, + "12": { + "Dice": 0.0, + "FN": 4728, + "FP": 0, + "IoU": 0.0, + "TN": 55376520, + "TP": 0, + "n_pred": 0, + "n_ref": 4728 + }, + "13": { + "Dice": 0.04213546535994068, + "FN": 53564, + "FP": 5860, + "IoU": 0.021521134181884047, + "TN": 55320517, + "TP": 1307, + "n_pred": 7167, + "n_ref": 54871 + }, + "14": { + "Dice": 0.5742208356452643, + "FN": 40337, + "FP": 41003, + "IoU": 0.4027417779703207, + "TN": 55245059, + "TP": 54849, + "n_pred": 95852, + "n_ref": 95186 + }, + "15": { + "Dice": 0.7762843295638125, + "FN": 15781, + "FP": 25763, + "IoU": 0.6343665839362095, + "TN": 55267626, + "TP": 72078, + "n_pred": 97841, + "n_ref": 87859 + }, + "2": { + "Dice": 0.0, + "FN": 195368, + "FP": 0, + "IoU": 0.0, + "TN": 55185880, + "TP": 0, + "n_pred": 0, + "n_ref": 195368 + }, + "3": { + "Dice": 0.0, + "FN": 183889, + "FP": 6489, + "IoU": 0.0, + "TN": 55190870, + "TP": 0, + "n_pred": 6489, + "n_ref": 183889 + }, + "4": { + "Dice": 0.0, + "FN": 7409, + "FP": 3616, + "IoU": 0.0, + "TN": 55370223, + "TP": 0, + "n_pred": 3616, + "n_ref": 7409 + }, + "5": { + "Dice": 0.0, + "FN": 5640, + "FP": 0, + "IoU": 0.0, + "TN": 55375608, + "TP": 0, + "n_pred": 0, + "n_ref": 5640 + }, + "6": { + "Dice": 0.8407509319223125, + "FN": 189533, + "FP": 306453, + "IoU": 0.7252547835267867, + "TN": 53575990, + "TP": 1309272, + "n_pred": 1615725, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.4373275217828768, + "FN": 122878, + "FP": 11895, + "IoU": 0.2798587214397162, + "TN": 55194100, + "TP": 52375, + "n_pred": 64270, + "n_ref": 175253 + }, + "8": { + "Dice": 0.6587501105370204, + "FN": 20979, + "FP": 6034, + "IoU": 0.4911464416230268, + "TN": 55328162, + "TP": 26073, + "n_pred": 32107, + "n_ref": 47052 + }, + "9": { + "Dice": 0.3108028456677587, + "FN": 39579, + "FP": 10700, + "IoU": 0.18399441703453648, + "TN": 55319632, + "TP": 11337, + "n_pred": 22037, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5849364908157187, + "FN": 143401, + "FP": 62859, + "IoU": 0.4133641260758025, + "TN": 110795017, + "TP": 145338, + "n_pred": 208197, + "n_ref": 288739 + }, + "10": { + "Dice": 0.17943297799954638, + "FN": 72385, + "FP": 18062, + "IoU": 0.09855884228990591, + "TN": 111046279, + "TP": 9889, + "n_pred": 27951, + "n_ref": 82274 + }, + "11": { + "Dice": 0.0, + "FN": 3634, + "FP": 0, + "IoU": 0.0, + "TN": 111142981, + "TP": 0, + "n_pred": 0, + "n_ref": 3634 + }, + "12": { + "Dice": 0.0, + "FN": 3104, + "FP": 0, + "IoU": 0.0, + "TN": 111143511, + "TP": 0, + "n_pred": 0, + "n_ref": 3104 + }, + "13": { + "Dice": 0.04384973873746646, + "FN": 60731, + "FP": 20515, + "IoU": 0.022416344800202145, + "TN": 111063506, + "TP": 1863, + "n_pred": 22378, + "n_ref": 62594 + }, + "14": { + "Dice": 0.3829986770050073, + "FN": 29681, + "FP": 7162, + "IoU": 0.2368573677451427, + "TN": 111098337, + "TP": 11435, + "n_pred": 18597, + "n_ref": 41116 + }, + "15": { + "Dice": 0.29886755292959133, + "FN": 10189, + "FP": 61011, + "IoU": 0.17568740955137482, + "TN": 111060240, + "TP": 15175, + "n_pred": 76186, + "n_ref": 25364 + }, + "2": { + "Dice": 0.01937590526770513, + "FN": 154362, + "FP": 0, + "IoU": 0.009782727231905161, + "TN": 110990728, + "TP": 1525, + "n_pred": 1525, + "n_ref": 155887 + }, + "3": { + "Dice": 0.0, + "FN": 244561, + "FP": 38683, + "IoU": 0.0, + "TN": 110863371, + "TP": 0, + "n_pred": 38683, + "n_ref": 244561 + }, + "4": { + "Dice": 0.3213916128714335, + "FN": 12316, + "FP": 15226, + "IoU": 0.1914631282292156, + "TN": 111112551, + "TP": 6522, + "n_pred": 21748, + "n_ref": 18838 + }, + "5": { + "Dice": 0.0, + "FN": 4767, + "FP": 0, + "IoU": 0.0, + "TN": 111141848, + "TP": 0, + "n_pred": 0, + "n_ref": 4767 + }, + "6": { + "Dice": 0.8861019809977791, + "FN": 159468, + "FP": 211940, + "IoU": 0.795496504959681, + "TN": 109330470, + "TP": 1444737, + "n_pred": 1656677, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.005279109775383141, + "FN": 377560, + "FP": 52051, + "IoU": 0.002646540576806554, + "TN": 110715864, + "TP": 1140, + "n_pred": 53191, + "n_ref": 378700 + }, + "8": { + "Dice": 0.6174909083837343, + "FN": 32921, + "FP": 26086, + "IoU": 0.4466450977633985, + "TN": 111039980, + "TP": 47628, + "n_pred": 73714, + "n_ref": 80549 + }, + "9": { + "Dice": 0.1672192890234181, + "FN": 48617, + "FP": 23466, + "IoU": 0.091238023197176, + "TN": 111067295, + "TP": 7237, + "n_pred": 30703, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6107320454729687, + "FN": 92946, + "FP": 46315, + "IoU": 0.4396070919816825, + "TN": 96872519, + "TP": 109245, + "n_pred": 155560, + "n_ref": 202191 + }, + "10": { + "Dice": 0.04308328346842191, + "FN": 72421, + "FP": 15534, + "IoU": 0.022015900372491244, + "TN": 97031090, + "TP": 1980, + "n_pred": 17514, + "n_ref": 74401 + }, + "11": { + "Dice": 0.0, + "FN": 3912, + "FP": 0, + "IoU": 0.0, + "TN": 97117113, + "TP": 0, + "n_pred": 0, + "n_ref": 3912 + }, + "12": { + "Dice": 0.0, + "FN": 5283, + "FP": 0, + "IoU": 0.0, + "TN": 97115742, + "TP": 0, + "n_pred": 0, + "n_ref": 5283 + }, + "13": { + "Dice": 0.01603853949416914, + "FN": 50825, + "FP": 16169, + "IoU": 0.008084098312111342, + "TN": 97053485, + "TP": 546, + "n_pred": 16715, + "n_ref": 51371 + }, + "14": { + "Dice": 0.7239888333441538, + "FN": 49670, + "FP": 14101, + "IoU": 0.567384402474764, + "TN": 96973617, + "TP": 83637, + "n_pred": 97738, + "n_ref": 133307 + }, + "15": { + "Dice": 0.3991913363268789, + "FN": 48852, + "FP": 10288, + "IoU": 0.24936855064921878, + "TN": 97042238, + "TP": 19647, + "n_pred": 29935, + "n_ref": 68499 + }, + "2": { + "Dice": 0.00037031506644766315, + "FN": 167363, + "FP": 0, + "IoU": 0.00018519182288493017, + "TN": 96953631, + "TP": 31, + "n_pred": 31, + "n_ref": 167394 + }, + "3": { + "Dice": 0.0015157350693883636, + "FN": 219661, + "FP": 21440, + "IoU": 0.0007584423335156911, + "TN": 96879741, + "TP": 183, + "n_pred": 21623, + "n_ref": 219844 + }, + "4": { + "Dice": 0.02802121771217712, + "FN": 16747, + "FP": 16969, + "IoU": 0.014209695339453833, + "TN": 97086823, + "TP": 486, + "n_pred": 17455, + "n_ref": 17233 + }, + "5": { + "Dice": 0.0, + "FN": 12458, + "FP": 0, + "IoU": 0.0, + "TN": 97108567, + "TP": 0, + "n_pred": 0, + "n_ref": 12458 + }, + "6": { + "Dice": 0.8580984129611932, + "FN": 162274, + "FP": 309155, + "IoU": 0.751464419264382, + "TN": 95224198, + "TP": 1425398, + "n_pred": 1734553, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.14519124136121983, + "FN": 298813, + "FP": 30320, + "IoU": 0.07827828108153521, + "TN": 96763940, + "TP": 27952, + "n_pred": 58272, + "n_ref": 326765 + }, + "8": { + "Dice": 0.5157020226440686, + "FN": 59046, + "FP": 18077, + "IoU": 0.34743833819858694, + "TN": 97002840, + "TP": 41062, + "n_pred": 59139, + "n_ref": 100108 + }, + "9": { + "Dice": 0.0912, + "FN": 90315, + "FP": 11925, + "IoU": 0.04777870913663034, + "TN": 97013655, + "TP": 5130, + "n_pred": 17055, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.48350898760175703, + "FN": 132633, + "FP": 5173, + "IoU": 0.3188340607684285, + "TN": 78854096, + "TP": 64503, + "n_pred": 69676, + "n_ref": 197136 + }, + "10": { + "Dice": 0.0, + "FN": 93012, + "FP": 0, + "IoU": 0.0, + "TN": 78963393, + "TP": 0, + "n_pred": 0, + "n_ref": 93012 + }, + "11": { + "Dice": 0.0, + "FN": 3009, + "FP": 0, + "IoU": 0.0, + "TN": 79053396, + "TP": 0, + "n_pred": 0, + "n_ref": 3009 + }, + "12": { + "Dice": 0.0, + "FN": 3004, + "FP": 0, + "IoU": 0.0, + "TN": 79053401, + "TP": 0, + "n_pred": 0, + "n_ref": 3004 + }, + "13": { + "Dice": 0.0, + "FN": 65475, + "FP": 223, + "IoU": 0.0, + "TN": 78990707, + "TP": 0, + "n_pred": 223, + "n_ref": 65475 + }, + "14": { + "Dice": 0.39114030313373493, + "FN": 16678, + "FP": 49323, + "IoU": 0.24311647802204103, + "TN": 78969204, + "TP": 21200, + "n_pred": 70523, + "n_ref": 37878 + }, + "15": { + "Dice": 0.41030986635722644, + "FN": 17670, + "FP": 42295, + "IoU": 0.2581068207405941, + "TN": 78975578, + "TP": 20862, + "n_pred": 63157, + "n_ref": 38532 + }, + "2": { + "Dice": 0.018046347492640828, + "FN": 111714, + "FP": 703, + "IoU": 0.009105332745702953, + "TN": 78942955, + "TP": 1033, + "n_pred": 1736, + "n_ref": 112747 + }, + "3": { + "Dice": 0.0, + "FN": 121380, + "FP": 14720, + "IoU": 0.0, + "TN": 78920305, + "TP": 0, + "n_pred": 14720, + "n_ref": 121380 + }, + "4": { + "Dice": 0.04680750804994895, + "FN": 8184, + "FP": 3953, + "IoU": 0.023964616003216727, + "TN": 79043970, + "TP": 298, + "n_pred": 4251, + "n_ref": 8482 + }, + "5": { + "Dice": 0.0, + "FN": 4958, + "FP": 0, + "IoU": 0.0, + "TN": 79051447, + "TP": 0, + "n_pred": 0, + "n_ref": 4958 + }, + "6": { + "Dice": 0.783649940612673, + "FN": 274884, + "FP": 301444, + "IoU": 0.6442634951712798, + "TN": 77436307, + "TP": 1043770, + "n_pred": 1345214, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.07307463454641944, + "FN": 455790, + "FP": 5322, + "IoU": 0.03792291899651149, + "TN": 78577117, + "TP": 18176, + "n_pred": 23498, + "n_ref": 473966 + }, + "8": { + "Dice": 0.4170144747358139, + "FN": 19787, + "FP": 13038, + "IoU": 0.26343543139234826, + "TN": 79011840, + "TP": 11740, + "n_pred": 24778, + "n_ref": 31527 + }, + "9": { + "Dice": 0.10280203784570596, + "FN": 66771, + "FP": 12125, + "IoU": 0.05418624724273521, + "TN": 78972989, + "TP": 4520, + "n_pred": 16645, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4476165824285111, + "FN": 151280, + "FP": 51453, + "IoU": 0.28834151238793293, + "TN": 122427066, + "TP": 82141, + "n_pred": 133594, + "n_ref": 233421 + }, + "10": { + "Dice": 0.18361453735406955, + "FN": 97043, + "FP": 21697, + "IoU": 0.10108786990983624, + "TN": 122579847, + "TP": 13353, + "n_pred": 35050, + "n_ref": 110396 + }, + "11": { + "Dice": 0.0, + "FN": 4182, + "FP": 0, + "IoU": 0.0, + "TN": 122707758, + "TP": 0, + "n_pred": 0, + "n_ref": 4182 + }, + "12": { + "Dice": 0.0, + "FN": 6290, + "FP": 0, + "IoU": 0.0, + "TN": 122705650, + "TP": 0, + "n_pred": 0, + "n_ref": 6290 + }, + "13": { + "Dice": 0.0031173645631476956, + "FN": 53689, + "FP": 17303, + "IoU": 0.0015611155647441036, + "TN": 122640837, + "TP": 111, + "n_pred": 17414, + "n_ref": 53800 + }, + "14": { + "Dice": 0.5720433317164783, + "FN": 61701, + "FP": 7117, + "IoU": 0.40060272445388984, + "TN": 122597128, + "TP": 45994, + "n_pred": 53111, + "n_ref": 107695 + }, + "15": { + "Dice": 0.725582953070708, + "FN": 16425, + "FP": 9795, + "IoU": 0.569344983903817, + "TN": 122651056, + "TP": 34664, + "n_pred": 44459, + "n_ref": 51089 + }, + "2": { + "Dice": 0.02058323998120912, + "FN": 135517, + "FP": 0, + "IoU": 0.010398638829861036, + "TN": 122574999, + "TP": 1424, + "n_pred": 1424, + "n_ref": 136941 + }, + "3": { + "Dice": 0.0, + "FN": 145880, + "FP": 30476, + "IoU": 0.0, + "TN": 122535584, + "TP": 0, + "n_pred": 30476, + "n_ref": 145880 + }, + "4": { + "Dice": 0.5702220432694668, + "FN": 36443, + "FP": 7320, + "IoU": 0.39881860017858367, + "TN": 122639145, + "TP": 29032, + "n_pred": 36352, + "n_ref": 65475 + }, + "5": { + "Dice": 0.0, + "FN": 17209, + "FP": 0, + "IoU": 0.0, + "TN": 122694731, + "TP": 0, + "n_pred": 0, + "n_ref": 17209 + }, + "6": { + "Dice": 0.797570389063106, + "FN": 222830, + "FP": 532495, + "IoU": 0.6632990254137745, + "TN": 120468629, + "TP": 1487986, + "n_pred": 2020481, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.027268254076941573, + "FN": 557662, + "FP": 53197, + "IoU": 0.01382258593105497, + "TN": 122092519, + "TP": 8562, + "n_pred": 61759, + "n_ref": 566224 + }, + "8": { + "Dice": 0.5581535175687742, + "FN": 74253, + "FP": 24220, + "IoU": 0.38711022592892264, + "TN": 122551270, + "TP": 62197, + "n_pred": 86417, + "n_ref": 136450 + }, + "9": { + "Dice": 0.2498890484270983, + "FN": 60388, + "FP": 25811, + "IoU": 0.14278468928070648, + "TN": 122611383, + "TP": 14358, + "n_pred": 40169, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/loop_003/summary_cross_val.json b/nnActive_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/loop_003/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..74cfa9e32bed1dc902e2bf6bd0e5766fce54686b --- /dev/null +++ b/nnActive_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/loop_003/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": NaN, + "FN": 384.08222222222224, + "FP": 322.9222222222222, + "IoU": NaN, + "TN": 73200.8488888889, + "TP": 366.2799999999999, + "n_pred": 689.2022222222223, + "n_ref": 750.3622222222222 + }, + "mean": { + "1": { + "Dice": 0.23748509850143668, + "FN": 35.766666666666666, + "FP": 169.93333333333334, + "IoU": 0.22627346334999893, + "TN": 73557.03333333334, + "TP": 511.4, + "n_pred": 681.3333333333334, + "n_ref": 547.1666666666666 + }, + "10": { + "Dice": 0.03759435836313071, + "FN": 181.76666666666668, + "FP": 298.8333333333333, + "IoU": 0.024272155957419522, + "TN": 73768.3, + "TP": 25.233333333333334, + "n_pred": 324.06666666666666, + "n_ref": 207.0 + }, + "11": { + "Dice": 0.0, + "FN": 73.26666666666667, + "FP": 0.0, + "IoU": 0.0, + "TN": 74200.86666666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 73.26666666666667 + }, + "12": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 74274.13333333333, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "13": { + "Dice": 0.0049382716049382715, + "FN": 458.43333333333334, + "FP": 99.83333333333333, + "IoU": 0.0025252525252525255, + "TN": 73715.73333333334, + "TP": 0.13333333333333333, + "n_pred": 99.96666666666667, + "n_ref": 458.56666666666666 + }, + "14": { + "Dice": 0.11109423634793307, + "FN": 162.56666666666666, + "FP": 433.1333333333333, + "IoU": 0.09731486383153932, + "TN": 73470.03333333334, + "TP": 208.4, + "n_pred": 641.5333333333333, + "n_ref": 370.96666666666664 + }, + "15": { + "Dice": 0.12994282991900905, + "FN": 119.23333333333333, + "FP": 84.03333333333333, + "IoU": 0.10648057778645326, + "TN": 73852.66666666667, + "TP": 218.2, + "n_pred": 302.23333333333335, + "n_ref": 337.43333333333334 + }, + "2": { + "Dice": 0.0001247894178573657, + "FN": 790.8666666666667, + "FP": 289.6, + "IoU": 6.243756243756244e-05, + "TN": 73193.5, + "TP": 0.16666666666666666, + "n_pred": 289.76666666666665, + "n_ref": 791.0333333333333 + }, + "3": { + "Dice": 0.0, + "FN": 373.4, + "FP": 705.3666666666667, + "IoU": 0.0, + "TN": 73195.36666666667, + "TP": 0.0, + "n_pred": 705.3666666666667, + "n_ref": 373.4 + }, + "4": { + "Dice": 0.12758497795559975, + "FN": 511.46666666666664, + "FP": 91.2, + "IoU": 0.08805596387741964, + "TN": 73489.13333333333, + "TP": 182.33333333333334, + "n_pred": 273.53333333333336, + "n_ref": 693.8 + }, + "5": { + "Dice": 0.0, + "FN": 234.76666666666668, + "FP": 0.0, + "IoU": 0.0, + "TN": 74039.36666666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 234.76666666666668 + }, + "6": { + "Dice": 0.48306951529624836, + "FN": 1033.8, + "FP": 1063.1666666666667, + "IoU": 0.4045404312217929, + "TN": 68629.16666666667, + "TP": 3548.0, + "n_pred": 4611.166666666667, + "n_ref": 4581.8 + }, + "7": { + "Dice": 0.03867981883065495, + "FN": 1387.3333333333333, + "FP": 582.5333333333333, + "IoU": 0.02625511721970677, + "TN": 72155.23333333334, + "TP": 149.03333333333333, + "n_pred": 731.5666666666667, + "n_ref": 1536.3666666666666 + }, + "8": { + "Dice": 0.28789238922264876, + "FN": 184.46666666666667, + "FP": 491.2, + "IoU": 0.25097669130102934, + "TN": 72950.56666666667, + "TP": 647.9, + "n_pred": 1139.1, + "n_ref": 832.3666666666667 + }, + "9": { + "Dice": 0.012464866185995358, + "FN": 214.1, + "FP": 535.0, + "IoU": 0.006828223323068684, + "TN": 73521.63333333333, + "TP": 3.4, + "n_pred": 538.4, + "n_ref": 217.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 77, + "FP": 0, + "IoU": 0.0, + "TN": 98227, + "TP": 0, + "n_pred": 0, + "n_ref": 77 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 96, + "IoU": 0.0, + "TN": 98208, + "TP": 0, + "n_pred": 96, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9027018067296536, + "FN": 478, + "FP": 1283, + "IoU": 0.8226586102719033, + "TN": 88374, + "TP": 8169, + "n_pred": 9452, + "n_ref": 8647 + }, + "7": { + "Dice": 0.0, + "FN": 4415, + "FP": 6581, + "IoU": 0.0, + "TN": 87308, + "TP": 0, + "n_pred": 6581, + "n_ref": 4415 + }, + "8": { + "Dice": 0.7807153965785381, + "FN": 564, + "FP": 0, + "IoU": 0.6403061224489796, + "TN": 96736, + "TP": 1004, + "n_pred": 1004, + "n_ref": 1568 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 48, + "IoU": 0.0, + "TN": 98256, + "TP": 0, + "n_pred": 48, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 449, + "IoU": 0.0, + "TN": 81471, + "TP": 0, + "n_pred": 449, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 819, + "IoU": 0.0, + "TN": 81101, + "TP": 0, + "n_pred": 819, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 2302, + "FP": 0, + "IoU": 0.0, + "TN": 79618, + "TP": 0, + "n_pred": 0, + "n_ref": 2302 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1224, + "IoU": 0.0, + "TN": 80696, + "TP": 0, + "n_pred": 1224, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4006878761822872, + "FN": 1394, + "FP": 0, + "IoU": 0.25053763440860216, + "TN": 80060, + "TP": 466, + "n_pred": 466, + "n_ref": 1860 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 502, + "FP": 0, + "IoU": 0.0, + "TN": 65034, + "TP": 0, + "n_pred": 0, + "n_ref": 502 + }, + "10": { + "Dice": 0.0, + "FN": 2, + "FP": 26, + "IoU": 0.0, + "TN": 65508, + "TP": 0, + "n_pred": 26, + "n_ref": 2 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 65534, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 911, + "IoU": 0.0, + "TN": 64625, + "TP": 0, + "n_pred": 911, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 10486, + "FP": 0, + "IoU": 0.0, + "TN": 55050, + "TP": 0, + "n_pred": 0, + "n_ref": 10486 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 336, + "IoU": 0.0, + "TN": 65200, + "TP": 0, + "n_pred": 336, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.1935483870967742, + "FN": 0, + "FP": 50, + "IoU": 0.10714285714285714, + "TN": 65480, + "TP": 6, + "n_pred": 56, + "n_ref": 6 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 65517, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 5201, + "IoU": 0.0, + "TN": 158639, + "TP": 0, + "n_pred": 5201, + "n_ref": 0 + }, + "15": { + "Dice": 0.7796569795140543, + "FN": 3577, + "FP": 123, + "IoU": 0.6388834667187195, + "TN": 153594, + "TP": 6546, + "n_pred": 6669, + "n_ref": 10123 + }, + "2": { + "Dice": 0.0013726835964310226, + "FN": 3616, + "FP": 3659, + "IoU": 0.0006868131868131869, + "TN": 156560, + "TP": 5, + "n_pred": 3664, + "n_ref": 3621 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8893332571559162, + "FN": 180, + "FP": 3694, + "IoU": 0.8007201646090535, + "TN": 144400, + "TP": 15566, + "n_pred": 19260, + "n_ref": 15746 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 5128, + "IoU": 0.0, + "TN": 76792, + "TP": 0, + "n_pred": 5128, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 181, + "IoU": 0.0, + "TN": 81739, + "TP": 0, + "n_pred": 181, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2018, + "IoU": 0.0, + "TN": 79902, + "TP": 0, + "n_pred": 2018, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 3092, + "IoU": 0.0, + "TN": 78828, + "TP": 0, + "n_pred": 3092, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.917220673386232, + "FN": 733, + "FP": 39, + "IoU": 0.8470984353337294, + "TN": 76871, + "TP": 4277, + "n_pred": 4316, + "n_ref": 5010 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 80, + "IoU": 0.0, + "TN": 130992, + "TP": 0, + "n_pred": 80, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 299, + "IoU": 0.0, + "TN": 130773, + "TP": 0, + "n_pred": 299, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2895, + "IoU": 0.0, + "TN": 128177, + "TP": 0, + "n_pred": 2895, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8286983944954128, + "FN": 2329, + "FP": 61, + "IoU": 0.7075021417207196, + "TN": 122901, + "TP": 5781, + "n_pred": 5842, + "n_ref": 8110 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1497, + "IoU": 0.0, + "TN": 129575, + "TP": 0, + "n_pred": 1497, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 65, + "IoU": 0.0, + "TN": 81855, + "TP": 0, + "n_pred": 65, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 231, + "IoU": 0.0, + "TN": 81689, + "TP": 0, + "n_pred": 231, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1029, + "IoU": 0.0, + "TN": 80891, + "TP": 0, + "n_pred": 1029, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1730, + "IoU": 0.0, + "TN": 80190, + "TP": 0, + "n_pred": 1730, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1854, + "IoU": 0.0, + "TN": 112834, + "TP": 0, + "n_pred": 1854, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 2177, + "FP": 1677, + "IoU": 0.0, + "TN": 110834, + "TP": 0, + "n_pred": 1677, + "n_ref": 2177 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1124, + "IoU": 0.0, + "TN": 113564, + "TP": 0, + "n_pred": 1124, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1318, + "IoU": 0.0, + "TN": 113370, + "TP": 0, + "n_pred": 1318, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3758, + "IoU": 0.0, + "TN": 110930, + "TP": 0, + "n_pred": 3758, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 124, + "IoU": 0.0, + "TN": 114564, + "TP": 0, + "n_pred": 124, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9049674591579226, + "FN": 2862, + "FP": 0, + "IoU": 0.8264297410394809, + "TN": 98199, + "TP": 13627, + "n_pred": 13627, + "n_ref": 16489 + }, + "7": { + "Dice": 0.0018570102135561746, + "FN": 9656, + "FP": 19, + "IoU": 0.0009293680297397769, + "TN": 105004, + "TP": 9, + "n_pred": 28, + "n_ref": 9665 + }, + "8": { + "Dice": 0.9034971570994625, + "FN": 496, + "FP": 743, + "IoU": 0.8239806790737321, + "TN": 107649, + "TP": 5800, + "n_pred": 6543, + "n_ref": 6296 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1099, + "IoU": 0.0, + "TN": 113589, + "TP": 0, + "n_pred": 1099, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 49134, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 504, + "IoU": 0.0, + "TN": 65032, + "TP": 0, + "n_pred": 504, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 181, + "IoU": 0.0, + "TN": 65355, + "TP": 0, + "n_pred": 181, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 128, + "IoU": 0.0, + "TN": 65408, + "TP": 0, + "n_pred": 128, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 49, + "IoU": 0.0, + "TN": 65487, + "TP": 0, + "n_pred": 49, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1268, + "IoU": 0.0, + "TN": 64268, + "TP": 0, + "n_pred": 1268, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 6089, + "FP": 0, + "IoU": 0.0, + "TN": 59447, + "TP": 0, + "n_pred": 0, + "n_ref": 6089 + }, + "6": { + "Dice": 0.0, + "FN": 452, + "FP": 3755, + "IoU": 0.0, + "TN": 61329, + "TP": 0, + "n_pred": 3755, + "n_ref": 452 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1770, + "IoU": 0.0, + "TN": 63766, + "TP": 0, + "n_pred": 1770, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 1556, + "FP": 118, + "IoU": 0.0, + "TN": 63862, + "TP": 0, + "n_pred": 118, + "n_ref": 1556 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 3186, + "IoU": 0.0, + "TN": 62350, + "TP": 0, + "n_pred": 3186, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2855, + "IoU": 0.0, + "TN": 62681, + "TP": 0, + "n_pred": 2855, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 65524, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7141758917589176, + "FN": 2953, + "FP": 765, + "IoU": 0.5554226952050699, + "TN": 57173, + "TP": 4645, + "n_pred": 5410, + "n_ref": 7598 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8511170390130043, + "FN": 1272, + "FP": 514, + "IoU": 0.7408213611957626, + "TN": 58645, + "TP": 5105, + "n_pred": 5619, + "n_ref": 6377 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1036, + "IoU": 0.0, + "TN": 64500, + "TP": 0, + "n_pred": 1036, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 3923, + "FP": 307, + "IoU": 0.0, + "TN": 61306, + "TP": 0, + "n_pred": 307, + "n_ref": 3923 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.09523809523809523, + "FN": 95, + "FP": 133, + "IoU": 0.05, + "TN": 65296, + "TP": 12, + "n_pred": 145, + "n_ref": 107 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 716, + "FP": 0, + "IoU": 0.0, + "TN": 64820, + "TP": 0, + "n_pred": 0, + "n_ref": 716 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 65528, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "7": { + "Dice": 0.006720552175097629, + "FN": 10937, + "FP": 0, + "IoU": 0.0033716056132677237, + "TN": 54562, + "TP": 37, + "n_pred": 37, + "n_ref": 10974 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 4977, + "IoU": 0.0, + "TN": 60559, + "TP": 0, + "n_pred": 4977, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 2415, + "IoU": 0.0, + "TN": 63121, + "TP": 0, + "n_pred": 2415, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 4041, + "FP": 0, + "IoU": 0.0, + "TN": 28727, + "TP": 0, + "n_pred": 0, + "n_ref": 4041 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 2256, + "IoU": 0.0, + "TN": 30512, + "TP": 0, + "n_pred": 2256, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 374, + "IoU": 0.0, + "TN": 97930, + "TP": 0, + "n_pred": 374, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 633, + "IoU": 0.0, + "TN": 97671, + "TP": 0, + "n_pred": 633, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 2072, + "FP": 0, + "IoU": 0.0, + "TN": 96232, + "TP": 0, + "n_pred": 0, + "n_ref": 2072 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 137, + "IoU": 0.0, + "TN": 98167, + "TP": 0, + "n_pred": 137, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 2908, + "FP": 0, + "IoU": 0.0, + "TN": 95396, + "TP": 0, + "n_pred": 0, + "n_ref": 2908 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 127, + "IoU": 0.0, + "TN": 98177, + "TP": 0, + "n_pred": 127, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8489556361125496, + "FN": 569, + "FP": 1181, + "IoU": 0.7375524895020996, + "TN": 91636, + "TP": 4918, + "n_pred": 6099, + "n_ref": 5487 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 219, + "IoU": 0.0, + "TN": 98085, + "TP": 0, + "n_pred": 219, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 108, + "IoU": 0.0, + "TN": 98196, + "TP": 0, + "n_pred": 108, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 947, + "FP": 0, + "IoU": 0.0, + "TN": 97357, + "TP": 0, + "n_pred": 0, + "n_ref": 947 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2514, + "IoU": 0.0, + "TN": 95790, + "TP": 0, + "n_pred": 2514, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 139, + "IoU": 0.0, + "TN": 98165, + "TP": 0, + "n_pred": 139, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.044444444444444446, + "FN": 158, + "FP": 14, + "IoU": 0.022727272727272728, + "TN": 98128, + "TP": 4, + "n_pred": 18, + "n_ref": 162 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 8279, + "FP": 0, + "IoU": 0.0, + "TN": 90025, + "TP": 0, + "n_pred": 0, + "n_ref": 8279 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 10310, + "IoU": 0.0, + "TN": 87994, + "TP": 0, + "n_pred": 10310, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.45115365733922436, + "FN": 634, + "FP": 1602, + "IoU": 0.291283676703645, + "TN": 95149, + "TP": 919, + "n_pred": 2521, + "n_ref": 1553 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.2652496724414034, + "FN": 132, + "FP": 4915, + "IoU": 0.152903658945955, + "TN": 92346, + "TP": 911, + "n_pred": 5826, + "n_ref": 1043 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 553, + "IoU": 0.0, + "TN": 97751, + "TP": 0, + "n_pred": 553, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 784, + "FP": 0, + "IoU": 0.0, + "TN": 31984, + "TP": 0, + "n_pred": 0, + "n_ref": 784 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.06286787726988102, + "FN": 7483, + "FP": 0, + "IoU": 0.032454098784587534, + "TN": 25034, + "TP": 251, + "n_pred": 251, + "n_ref": 7734 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 44, + "IoU": 0.0, + "TN": 32724, + "TP": 0, + "n_pred": 44, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4872, + "IoU": 0.0, + "TN": 27896, + "TP": 0, + "n_pred": 4872, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.4511323003575685, + "FN": 1528, + "FP": 314, + "IoU": 0.29126587148903427, + "TN": 79321, + "TP": 757, + "n_pred": 1071, + "n_ref": 2285 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 10621, + "FP": 42, + "IoU": 0.0, + "TN": 71257, + "TP": 0, + "n_pred": 42, + "n_ref": 10621 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1380, + "IoU": 0.0, + "TN": 80540, + "TP": 0, + "n_pred": 1380, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 47, + "FP": 0, + "IoU": 0.0, + "TN": 81873, + "TP": 0, + "n_pred": 0, + "n_ref": 47 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9702621625146732, + "FN": 411, + "FP": 45, + "IoU": 0.9422419252691577, + "TN": 74025, + "TP": 7439, + "n_pred": 7484, + "n_ref": 7850 + }, + "9": { + "Dice": 0.174508126603935, + "FN": 965, + "FP": 0, + "IoU": 0.09559512652296158, + "TN": 80853, + "TP": 102, + "n_pred": 102, + "n_ref": 1067 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9339809674861221, + "FN": 410, + "FP": 922, + "IoU": 0.8761391110284545, + "TN": 38398, + "TP": 9422, + "n_pred": 10344, + "n_ref": 9832 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9046100318933024, + "FN": 741, + "FP": 575, + "IoU": 0.8258337744838539, + "TN": 41596, + "TP": 6240, + "n_pred": 6815, + "n_ref": 6981 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 463, + "IoU": 0.0, + "TN": 48689, + "TP": 0, + "n_pred": 463, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 815, + "IoU": 0.0, + "TN": 48337, + "TP": 0, + "n_pred": 815, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 685, + "IoU": 0.0, + "TN": 48467, + "TP": 0, + "n_pred": 685, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 5850, + "FP": 0, + "IoU": 0.0, + "TN": 43302, + "TP": 0, + "n_pred": 0, + "n_ref": 5850 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 605, + "IoU": 0.0, + "TN": 97699, + "TP": 0, + "n_pred": 605, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2626, + "IoU": 0.0, + "TN": 95678, + "TP": 0, + "n_pred": 2626, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 630, + "IoU": 0.0, + "TN": 97674, + "TP": 0, + "n_pred": 630, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 128, + "IoU": 0.0, + "TN": 98176, + "TP": 0, + "n_pred": 128, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 696, + "IoU": 0.0, + "TN": 97608, + "TP": 0, + "n_pred": 696, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 954, + "FP": 0, + "IoU": 0.0, + "TN": 97350, + "TP": 0, + "n_pred": 0, + "n_ref": 954 + }, + "6": { + "Dice": 0.7158961903001821, + "FN": 10760, + "FP": 1, + "IoU": 0.5575064764176159, + "TN": 73985, + "TP": 13558, + "n_pred": 13559, + "n_ref": 24318 + }, + "7": { + "Dice": 0.0, + "FN": 401, + "FP": 348, + "IoU": 0.0, + "TN": 97555, + "TP": 0, + "n_pred": 348, + "n_ref": 401 + }, + "8": { + "Dice": 0.0, + "FN": 1642, + "FP": 896, + "IoU": 0.0, + "TN": 95766, + "TP": 0, + "n_pred": 896, + "n_ref": 1642 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 4061, + "IoU": 0.0, + "TN": 94243, + "TP": 0, + "n_pred": 4061, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 90, + "IoU": 0.0, + "TN": 98214, + "TP": 0, + "n_pred": 90, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 351, + "IoU": 0.0, + "TN": 97953, + "TP": 0, + "n_pred": 351, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 62, + "IoU": 0.0, + "TN": 98242, + "TP": 0, + "n_pred": 62, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6229855419467722, + "FN": 1456, + "FP": 6732, + "IoU": 0.45241757506854813, + "TN": 83351, + "TP": 6765, + "n_pred": 13497, + "n_ref": 8221 + }, + "7": { + "Dice": 0.0, + "FN": 3502, + "FP": 1, + "IoU": 0.0, + "TN": 94801, + "TP": 0, + "n_pred": 1, + "n_ref": 3502 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9658998205253712, + "FN": 84, + "FP": 334, + "IoU": 0.9340485957715368, + "TN": 75582, + "TP": 5920, + "n_pred": 6254, + "n_ref": 6004 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 129, + "IoU": 0.0, + "TN": 81791, + "TP": 0, + "n_pred": 129, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 126, + "FP": 0, + "IoU": 0.0, + "TN": 81794, + "TP": 0, + "n_pred": 0, + "n_ref": 126 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 421, + "IoU": 0.0, + "TN": 81499, + "TP": 0, + "n_pred": 421, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.663283378746594, + "FN": 3307, + "FP": 6579, + "IoU": 0.49620343474494216, + "TN": 62297, + "TP": 9737, + "n_pred": 16316, + "n_ref": 13044 + }, + "7": { + "Dice": 0.5329399012405155, + "FN": 6859, + "FP": 897, + "IoU": 0.3632706674328873, + "TN": 69739, + "TP": 4425, + "n_pred": 5322, + "n_ref": 11284 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 81906, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 4469, + "FP": 551, + "IoU": 0.0, + "TN": 76900, + "TP": 0, + "n_pred": 551, + "n_ref": 4469 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 106, + "FP": 0, + "IoU": 0.0, + "TN": 130966, + "TP": 0, + "n_pred": 0, + "n_ref": 106 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 536, + "IoU": 0.0, + "TN": 130536, + "TP": 0, + "n_pred": 536, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8495898804229667, + "FN": 3037, + "FP": 7, + "IoU": 0.7385104372476592, + "TN": 119431, + "TP": 8597, + "n_pred": 8604, + "n_ref": 11634 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1262, + "IoU": 0.0, + "TN": 129810, + "TP": 0, + "n_pred": 1262, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 305, + "IoU": 0.0, + "TN": 130767, + "TP": 0, + "n_pred": 305, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 66, + "IoU": 0.0, + "TN": 65470, + "TP": 0, + "n_pred": 66, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 13, + "FP": 0, + "IoU": 0.0, + "TN": 65523, + "TP": 0, + "n_pred": 0, + "n_ref": 13 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 65533, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 6515, + "FP": 92, + "IoU": 0.0, + "TN": 58929, + "TP": 0, + "n_pred": 92, + "n_ref": 6515 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 339, + "IoU": 0.0, + "TN": 65197, + "TP": 0, + "n_pred": 339, + "n_ref": 0 + }, + "4": { + "Dice": 0.1790794979079498, + "FN": 981, + "FP": 0, + "IoU": 0.09834558823529412, + "TN": 64448, + "TP": 107, + "n_pred": 107, + "n_ref": 1088 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8784607264526654, + "FN": 469, + "FP": 2064, + "IoU": 0.7832634551210746, + "TN": 53849, + "TP": 9154, + "n_pred": 11218, + "n_ref": 9623 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 347, + "IoU": 0.0, + "TN": 65189, + "TP": 0, + "n_pred": 347, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 42, + "FP": 114, + "IoU": 0.0, + "TN": 65380, + "TP": 0, + "n_pred": 114, + "n_ref": 42 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 65525, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 47, + "IoU": 0.0, + "TN": 65489, + "TP": 0, + "n_pred": 47, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.19214153466364944, + "FN": 3927, + "FP": 0, + "IoU": 0.10628129267182522, + "TN": 28374, + "TP": 467, + "n_pred": 467, + "n_ref": 4394 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8196984924623115, + "FN": 1768, + "FP": 26, + "IoU": 0.6944822888283378, + "TN": 26896, + "TP": 4078, + "n_pred": 4104, + "n_ref": 5846 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 124, + "IoU": 0.0, + "TN": 32644, + "TP": 0, + "n_pred": 124, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0400.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.07025760004075537, + "FN": 749.6755555555555, + "FP": 488.2911111111112, + "IoU": 0.05338737502503211, + "TN": 101492.97333333333, + "TP": 488.26, + "n_pred": 976.5511111111113, + "n_ref": 1237.9355555555555 + }, + "mean": { + "1": { + "Dice": 0.08273409998727133, + "FN": 519.4333333333333, + "FP": 312.2, + "IoU": 0.06902970843431651, + "TN": 102071.36666666667, + "TP": 316.2, + "n_pred": 628.4, + "n_ref": 835.6333333333333 + }, + "10": { + "Dice": 0.02367396383144415, + "FN": 902.6333333333333, + "FP": 12.933333333333334, + "IoU": 0.012906390927788365, + "TN": 102280.83333333333, + "TP": 22.8, + "n_pred": 35.733333333333334, + "n_ref": 925.4333333333333 + }, + "11": { + "Dice": 0.0, + "FN": 36.53333333333333, + "FP": 0.0, + "IoU": 0.0, + "TN": 103182.66666666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 36.53333333333333 + }, + "12": { + "Dice": 0.0, + "FN": 90.63333333333334, + "FP": 0.0, + "IoU": 0.0, + "TN": 103128.56666666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 90.63333333333334 + }, + "13": { + "Dice": 0.0005158627805003868, + "FN": 489.7, + "FP": 9.8, + "IoU": 0.0002585315408479835, + "TN": 102719.4, + "TP": 0.3, + "n_pred": 10.1, + "n_ref": 490.0 + }, + "14": { + "Dice": 0.047367184965275366, + "FN": 117.26666666666667, + "FP": 1534.8666666666666, + "IoU": 0.03551708849337832, + "TN": 101408.26666666666, + "TP": 158.8, + "n_pred": 1693.6666666666667, + "n_ref": 276.06666666666666 + }, + "15": { + "Dice": 0.10970279572252568, + "FN": 207.4, + "FP": 369.03333333333336, + "IoU": 0.07584208277538389, + "TN": 102559.56666666667, + "TP": 83.2, + "n_pred": 452.23333333333335, + "n_ref": 290.6 + }, + "2": { + "Dice": 0.0, + "FN": 471.2, + "FP": 137.4, + "IoU": 0.0, + "TN": 102610.6, + "TP": 0.0, + "n_pred": 137.4, + "n_ref": 471.2 + }, + "3": { + "Dice": 0.06900426295210949, + "FN": 858.1333333333333, + "FP": 471.6666666666667, + "IoU": 0.044472988072037874, + "TN": 101672.63333333333, + "TP": 216.76666666666668, + "n_pred": 688.4333333333333, + "n_ref": 1074.9 + }, + "4": { + "Dice": 0.08219730376716644, + "FN": 646.8333333333334, + "FP": 25.6, + "IoU": 0.05172851252775135, + "TN": 102438.03333333334, + "TP": 108.73333333333333, + "n_pred": 134.33333333333334, + "n_ref": 755.5666666666667 + }, + "5": { + "Dice": 0.0, + "FN": 495.0, + "FP": 0.0, + "IoU": 0.0, + "TN": 102724.2, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 495.0 + }, + "6": { + "Dice": 0.45872197803085935, + "FN": 3924.9666666666667, + "FP": 2385.8, + "IoU": 0.390066305712991, + "TN": 91025.53333333334, + "TP": 5882.9, + "n_pred": 8268.7, + "n_ref": 9807.866666666667 + }, + "7": { + "Dice": 0.0987435541897699, + "FN": 1441.5666666666666, + "FP": 999.8, + "IoU": 0.06408492610372418, + "TN": 100478.8, + "TP": 299.03333333333336, + "n_pred": 1298.8333333333333, + "n_ref": 1740.6 + }, + "8": { + "Dice": 0.07490601568553247, + "FN": 610.0666666666667, + "FP": 402.46666666666664, + "IoU": 0.0536688920665575, + "TN": 101978.76666666666, + "TP": 227.9, + "n_pred": 630.3666666666667, + "n_ref": 837.9666666666667 + }, + "9": { + "Dice": 0.006296978698876069, + "FN": 433.76666666666665, + "FP": 662.8, + "IoU": 0.003235198720704819, + "TN": 102115.36666666667, + "TP": 7.266666666666667, + "n_pred": 670.0666666666667, + "n_ref": 441.03333333333336 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2179, + "IoU": 0.0, + "TN": 46973, + "TP": 0, + "n_pred": 2179, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4113, + "IoU": 0.0, + "TN": 45039, + "TP": 0, + "n_pred": 4113, + "n_ref": 0 + }, + "3": { + "Dice": 0.5361706621607351, + "FN": 7724, + "FP": 1060, + "IoU": 0.3662794892143424, + "TN": 35291, + "TP": 5077, + "n_pred": 6137, + "n_ref": 12801 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 4239, + "FP": 0, + "IoU": 0.0, + "TN": 126833, + "TP": 0, + "n_pred": 0, + "n_ref": 4239 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 6749, + "FP": 0, + "IoU": 0.0, + "TN": 124323, + "TP": 0, + "n_pred": 0, + "n_ref": 6749 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1742, + "IoU": 0.0, + "TN": 129330, + "TP": 0, + "n_pred": 1742, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 71, + "IoU": 0.0, + "TN": 131001, + "TP": 0, + "n_pred": 71, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 22, + "FP": 0, + "IoU": 0.0, + "TN": 131050, + "TP": 0, + "n_pred": 0, + "n_ref": 22 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.056818181818181816, + "FN": 1001, + "FP": 161, + "IoU": 0.029239766081871343, + "TN": 129875, + "TP": 35, + "n_pred": 196, + "n_ref": 1036 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 485, + "IoU": 0.0, + "TN": 130587, + "TP": 0, + "n_pred": 485, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 266, + "IoU": 0.0, + "TN": 130806, + "TP": 0, + "n_pred": 266, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 18, + "FP": 0, + "IoU": 0.0, + "TN": 114670, + "TP": 0, + "n_pred": 0, + "n_ref": 18 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 4741, + "IoU": 0.0, + "TN": 109947, + "TP": 0, + "n_pred": 4741, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1916, + "IoU": 0.0, + "TN": 112772, + "TP": 0, + "n_pred": 1916, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9117523294259092, + "FN": 1183, + "FP": 1753, + "IoU": 0.837816936419378, + "TN": 96585, + "TP": 15167, + "n_pred": 16920, + "n_ref": 16350 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 56, + "IoU": 0.0, + "TN": 98248, + "TP": 0, + "n_pred": 56, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 56, + "IoU": 0.0, + "TN": 98248, + "TP": 0, + "n_pred": 56, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8250643472086625, + "FN": 1879, + "FP": 92, + "IoU": 0.7022208792869014, + "TN": 91685, + "TP": 4648, + "n_pred": 4740, + "n_ref": 6527 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 342, + "IoU": 0.0, + "TN": 97962, + "TP": 0, + "n_pred": 342, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 81906, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 81902, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1435, + "IoU": 0.0, + "TN": 80485, + "TP": 0, + "n_pred": 1435, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 154, + "IoU": 0.0, + "TN": 81766, + "TP": 0, + "n_pred": 154, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 907, + "FP": 0, + "IoU": 0.0, + "TN": 113781, + "TP": 0, + "n_pred": 0, + "n_ref": 907 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.4109865188358322, + "FN": 9343, + "FP": 7, + "IoU": 0.25864256263875673, + "TN": 102076, + "TP": 3262, + "n_pred": 3269, + "n_ref": 12605 + }, + "5": { + "Dice": 0.0, + "FN": 5103, + "FP": 0, + "IoU": 0.0, + "TN": 109585, + "TP": 0, + "n_pred": 0, + "n_ref": 5103 + }, + "6": { + "Dice": 0.9596601761838242, + "FN": 1243, + "FP": 172, + "IoU": 0.9224487558917023, + "TN": 96442, + "TP": 16831, + "n_pred": 17003, + "n_ref": 18074 + }, + "7": { + "Dice": 0.0, + "FN": 71, + "FP": 879, + "IoU": 0.0, + "TN": 113738, + "TP": 0, + "n_pred": 879, + "n_ref": 71 + }, + "8": { + "Dice": 0.0, + "FN": 5684, + "FP": 0, + "IoU": 0.0, + "TN": 109004, + "TP": 0, + "n_pred": 0, + "n_ref": 5684 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 50, + "IoU": 0.0, + "TN": 114638, + "TP": 0, + "n_pred": 50, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 65516, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 498, + "IoU": 0.0, + "TN": 163342, + "TP": 0, + "n_pred": 498, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 806, + "IoU": 0.0, + "TN": 163034, + "TP": 0, + "n_pred": 806, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.873567241228454, + "FN": 848, + "FP": 597, + "IoU": 0.775516544974367, + "TN": 157403, + "TP": 4992, + "n_pred": 5589, + "n_ref": 5840 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 33, + "IoU": 0.0, + "TN": 163807, + "TP": 0, + "n_pred": 33, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0947617794156357, + "FN": 12880, + "FP": 876, + "IoU": 0.04973749654600718, + "TN": 83828, + "TP": 720, + "n_pred": 1596, + "n_ref": 13600 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 5183, + "IoU": 0.0, + "TN": 93121, + "TP": 0, + "n_pred": 5183, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 98303, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "3": { + "Dice": 0.0009578544061302681, + "FN": 17, + "FP": 2069, + "IoU": 0.0004791566842357451, + "TN": 96217, + "TP": 1, + "n_pred": 2070, + "n_ref": 18 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 13506, + "IoU": 0.0, + "TN": 84798, + "TP": 0, + "n_pred": 13506, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1244, + "IoU": 0.0, + "TN": 97060, + "TP": 0, + "n_pred": 1244, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 98289, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 3251, + "IoU": 0.0, + "TN": 95053, + "TP": 0, + "n_pred": 3251, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2425, + "IoU": 0.0, + "TN": 95879, + "TP": 0, + "n_pred": 2425, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1936, + "IoU": 0.0, + "TN": 96368, + "TP": 0, + "n_pred": 1936, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 167, + "IoU": 0.0, + "TN": 98137, + "TP": 0, + "n_pred": 167, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 55, + "IoU": 0.0, + "TN": 98249, + "TP": 0, + "n_pred": 55, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1597, + "IoU": 0.0, + "TN": 96707, + "TP": 0, + "n_pred": 1597, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 5177, + "FP": 0, + "IoU": 0.0, + "TN": 93127, + "TP": 0, + "n_pred": 0, + "n_ref": 5177 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 708, + "IoU": 0.0, + "TN": 97596, + "TP": 0, + "n_pred": 708, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7565634218289086, + "FN": 1597, + "FP": 5005, + "IoU": 0.6084455251764427, + "TN": 81443, + "TP": 10259, + "n_pred": 15264, + "n_ref": 11856 + }, + "7": { + "Dice": 0.0, + "FN": 918, + "FP": 2807, + "IoU": 0.0, + "TN": 94579, + "TP": 0, + "n_pred": 2807, + "n_ref": 918 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 274, + "IoU": 0.0, + "TN": 98030, + "TP": 0, + "n_pred": 274, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 463, + "IoU": 0.0, + "TN": 97841, + "TP": 0, + "n_pred": 463, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 292, + "IoU": 0.0, + "TN": 130780, + "TP": 0, + "n_pred": 292, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 131060, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 42, + "IoU": 0.0, + "TN": 131030, + "TP": 0, + "n_pred": 42, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 7735, + "FP": 0, + "IoU": 0.0, + "TN": 123337, + "TP": 0, + "n_pred": 0, + "n_ref": 7735 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9801997202934465, + "FN": 669, + "FP": 945, + "IoU": 0.9611683187373689, + "TN": 89508, + "TP": 39950, + "n_pred": 40895, + "n_ref": 40619 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5683, + "IoU": 0.0, + "TN": 125389, + "TP": 0, + "n_pred": 5683, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 317, + "IoU": 0.0, + "TN": 65219, + "TP": 0, + "n_pred": 317, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 29, + "IoU": 0.0, + "TN": 65507, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 7194, + "FP": 4952, + "IoU": 0.0, + "TN": 53390, + "TP": 0, + "n_pred": 4952, + "n_ref": 7194 + }, + "7": { + "Dice": 0.4119302803940673, + "FN": 3847, + "FP": 7017, + "IoU": 0.25939055150317, + "TN": 50867, + "TP": 3805, + "n_pred": 10822, + "n_ref": 7652 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 1096, + "FP": 0, + "IoU": 0.0, + "TN": 80824, + "TP": 0, + "n_pred": 0, + "n_ref": 1096 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 4584, + "FP": 0, + "IoU": 0.0, + "TN": 77336, + "TP": 0, + "n_pred": 0, + "n_ref": 4584 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 3116, + "FP": 0, + "IoU": 0.0, + "TN": 78804, + "TP": 0, + "n_pred": 0, + "n_ref": 3116 + }, + "6": { + "Dice": 0.01977894124490983, + "FN": 5008, + "FP": 47, + "IoU": 0.0099882491186839, + "TN": 76814, + "TP": 51, + "n_pred": 98, + "n_ref": 5059 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.10194352768610195, + "FN": 1957, + "FP": 492, + "IoU": 0.053709428129829984, + "TN": 79332, + "TP": 139, + "n_pred": 631, + "n_ref": 2096 + }, + "9": { + "Dice": 0.013468013468013467, + "FN": 273, + "FP": 20, + "IoU": 0.006779661016949152, + "TN": 81625, + "TP": 2, + "n_pred": 22, + "n_ref": 275 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 388, + "IoU": 0.0, + "TN": 147068, + "TP": 0, + "n_pred": 388, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 147451, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "15": { + "Dice": 0.016960651289009497, + "FN": 2893, + "FP": 5, + "IoU": 0.008552856654122478, + "TN": 144533, + "TP": 25, + "n_pred": 30, + "n_ref": 2918 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.17263015092419876, + "FN": 8865, + "FP": 893, + "IoU": 0.09446919079435784, + "TN": 136680, + "TP": 1018, + "n_pred": 1911, + "n_ref": 9883 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 2882, + "FP": 0, + "IoU": 0.0, + "TN": 144574, + "TP": 0, + "n_pred": 0, + "n_ref": 2882 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2620, + "IoU": 0.0, + "TN": 144836, + "TP": 0, + "n_pred": 2620, + "n_ref": 0 + }, + "7": { + "Dice": 0.004764267990074442, + "FN": 4077, + "FP": 5950, + "IoU": 0.00238782210725301, + "TN": 137405, + "TP": 24, + "n_pred": 5974, + "n_ref": 4101 + }, + "8": { + "Dice": 0.0, + "FN": 1657, + "FP": 2109, + "IoU": 0.0, + "TN": 143690, + "TP": 0, + "n_pred": 2109, + "n_ref": 1657 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 9744, + "IoU": 0.0, + "TN": 137712, + "TP": 0, + "n_pred": 9744, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 49127, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 65, + "IoU": 0.0, + "TN": 49087, + "TP": 0, + "n_pred": 65, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.2946846341006925, + "FN": 14349, + "FP": 725, + "IoU": 0.17280359984634802, + "TN": 30929, + "TP": 3149, + "n_pred": 3874, + "n_ref": 17498 + }, + "7": { + "Dice": 0.10397469398982258, + "FN": 13030, + "FP": 0, + "IoU": 0.054838241694472656, + "TN": 35366, + "TP": 756, + "n_pred": 756, + "n_ref": 13786 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 359, + "IoU": 0.0, + "TN": 48793, + "TP": 0, + "n_pred": 359, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2598, + "IoU": 0.0, + "TN": 177626, + "TP": 0, + "n_pred": 2598, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 193, + "FP": 0, + "IoU": 0.0, + "TN": 180031, + "TP": 0, + "n_pred": 0, + "n_ref": 193 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 640, + "FP": 0, + "IoU": 0.0, + "TN": 179584, + "TP": 0, + "n_pred": 0, + "n_ref": 640 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 6968, + "IoU": 0.0, + "TN": 173256, + "TP": 0, + "n_pred": 6968, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.06251940792878584, + "FN": 9057, + "FP": 0, + "IoU": 0.03226840474409659, + "TN": 170865, + "TP": 302, + "n_pred": 302, + "n_ref": 9359 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8698494453248812, + "FN": 3561, + "FP": 381, + "IoU": 0.7696757230499561, + "TN": 163109, + "TP": 13173, + "n_pred": 13554, + "n_ref": 16734 + }, + "7": { + "Dice": 0.033838327988499395, + "FN": 8735, + "FP": 2, + "IoU": 0.017210348706411697, + "TN": 171334, + "TP": 153, + "n_pred": 155, + "n_ref": 8888 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 749, + "IoU": 0.0, + "TN": 179475, + "TP": 0, + "n_pred": 749, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 125, + "IoU": 0.0, + "TN": 180099, + "TP": 0, + "n_pred": 125, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.528174936921783, + "FN": 2243, + "FP": 1, + "IoU": 0.3588571428571429, + "TN": 127572, + "TP": 1256, + "n_pred": 1257, + "n_ref": 3499 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6833249079222936, + "FN": 1815, + "FP": 2570, + "IoU": 0.5189776217639316, + "TN": 121956, + "TP": 4731, + "n_pred": 7301, + "n_ref": 6546 + }, + "15": { + "Dice": 0.6284212154012679, + "FN": 2263, + "FP": 140, + "IoU": 0.45817361894024805, + "TN": 126637, + "TP": 2032, + "n_pred": 2172, + "n_ref": 4295 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 192, + "IoU": 0.0, + "TN": 130880, + "TP": 0, + "n_pred": 192, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.05206880520688052, + "FN": 1202, + "FP": 837, + "IoU": 0.02673031026252983, + "TN": 128977, + "TP": 56, + "n_pred": 893, + "n_ref": 1258 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 487, + "IoU": 0.0, + "TN": 130585, + "TP": 0, + "n_pred": 487, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 38, + "IoU": 0.0, + "TN": 114650, + "TP": 0, + "n_pred": 38, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.2078236914600551, + "FN": 14378, + "FP": 0, + "IoU": 0.11596163305459911, + "TN": 98424, + "TP": 1886, + "n_pred": 1886, + "n_ref": 16264 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 309, + "IoU": 0.0, + "TN": 147147, + "TP": 0, + "n_pred": 309, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 5676, + "IoU": 0.0, + "TN": 141780, + "TP": 0, + "n_pred": 5676, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 98287, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "10": { + "Dice": 0.16571774682010904, + "FN": 6887, + "FP": 0, + "IoU": 0.09034473649451856, + "TN": 90733, + "TP": 684, + "n_pred": 684, + "n_ref": 7571 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 399, + "FP": 0, + "IoU": 0.0, + "TN": 97905, + "TP": 0, + "n_pred": 0, + "n_ref": 399 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 98297, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3008, + "IoU": 0.0, + "TN": 95296, + "TP": 0, + "n_pred": 3008, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6452842517969941, + "FN": 11911, + "FP": 1117, + "IoU": 0.47632446338130074, + "TN": 73426, + "TP": 11850, + "n_pred": 12967, + "n_ref": 23761 + }, + "7": { + "Dice": 0.0, + "FN": 2048, + "FP": 657, + "IoU": 0.0, + "TN": 95599, + "TP": 0, + "n_pred": 657, + "n_ref": 2048 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 177, + "IoU": 0.0, + "TN": 98127, + "TP": 0, + "n_pred": 177, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 4200, + "FP": 0, + "IoU": 0.0, + "TN": 94104, + "TP": 0, + "n_pred": 0, + "n_ref": 4200 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9490111834207368, + "FN": 442, + "FP": 365, + "IoU": 0.9029698208488638, + "TN": 139139, + "TP": 7510, + "n_pred": 7875, + "n_ref": 7952 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1291, + "IoU": 0.0, + "TN": 146165, + "TP": 0, + "n_pred": 1291, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 312, + "IoU": 0.0, + "TN": 147144, + "TP": 0, + "n_pred": 312, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 9530, + "FP": 0, + "IoU": 0.0, + "TN": 137926, + "TP": 0, + "n_pred": 0, + "n_ref": 9530 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2577, + "IoU": 0.0, + "TN": 144879, + "TP": 0, + "n_pred": 2577, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.853326371666014, + "FN": 1160, + "FP": 2211, + "IoU": 0.7441754572360932, + "TN": 134279, + "TP": 9806, + "n_pred": 12017, + "n_ref": 10966 + }, + "7": { + "Dice": 0.0, + "FN": 1056, + "FP": 0, + "IoU": 0.0, + "TN": 146400, + "TP": 0, + "n_pred": 0, + "n_ref": 1056 + }, + "8": { + "Dice": 0.7314501534345739, + "FN": 3246, + "FP": 167, + "IoU": 0.5766033990819998, + "TN": 139395, + "TP": 4648, + "n_pred": 4815, + "n_ref": 7894 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 3266, + "IoU": 0.0, + "TN": 144190, + "TP": 0, + "n_pred": 3266, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 251, + "IoU": 0.0, + "TN": 81669, + "TP": 0, + "n_pred": 251, + "n_ref": 0 + }, + "14": { + "Dice": 0.027182866556836903, + "FN": 1703, + "FP": 659, + "IoU": 0.013778705636743214, + "TN": 79525, + "TP": 33, + "n_pred": 692, + "n_ref": 1736 + }, + "15": { + "Dice": 0.45164609053497945, + "FN": 1066, + "FP": 0, + "IoU": 0.29169435215946843, + "TN": 80415, + "TP": 439, + "n_pred": 439, + "n_ref": 1505 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.4697986577181208, + "FN": 81, + "FP": 156, + "IoU": 0.30701754385964913, + "TN": 81578, + "TP": 105, + "n_pred": 261, + "n_ref": 186 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 472, + "FP": 0, + "IoU": 0.0, + "TN": 81448, + "TP": 0, + "n_pred": 0, + "n_ref": 472 + }, + "6": { + "Dice": 0.0, + "FN": 812, + "FP": 6764, + "IoU": 0.0, + "TN": 74344, + "TP": 0, + "n_pred": 6764, + "n_ref": 812 + }, + "7": { + "Dice": 0.0, + "FN": 935, + "FP": 1454, + "IoU": 0.0, + "TN": 79531, + "TP": 0, + "n_pred": 1454, + "n_ref": 935 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3007, + "IoU": 0.0, + "TN": 62529, + "TP": 0, + "n_pred": 3007, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.004642765024503482, + "FN": 3859, + "FP": 0, + "IoU": 0.002326783867631851, + "TN": 78052, + "TP": 9, + "n_pred": 9, + "n_ref": 3868 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 81919, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 81905, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 2327, + "FP": 0, + "IoU": 0.0, + "TN": 79593, + "TP": 0, + "n_pred": 0, + "n_ref": 2327 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8703122222880503, + "FN": 814, + "FP": 1375, + "IoU": 0.7704006712817285, + "TN": 72386, + "TP": 7345, + "n_pred": 8720, + "n_ref": 8159 + }, + "7": { + "Dice": 0.5860023724792408, + "FN": 195, + "FP": 503, + "IoU": 0.41442953020134227, + "TN": 80728, + "TP": 494, + "n_pred": 997, + "n_ref": 689 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 2945, + "IoU": 0.0, + "TN": 78975, + "TP": 0, + "n_pred": 2945, + "n_ref": 0 + }, + "9": { + "Dice": 0.062095730918499355, + "FN": 6525, + "FP": 0, + "IoU": 0.03204272363150868, + "TN": 75179, + "TP": 216, + "n_pred": 216, + "n_ref": 6741 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 57, + "IoU": 0.0, + "TN": 98247, + "TP": 0, + "n_pred": 57, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 11456, + "IoU": 0.0, + "TN": 86848, + "TP": 0, + "n_pred": 11456, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 6435, + "IoU": 0.0, + "TN": 91869, + "TP": 0, + "n_pred": 6435, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 98297, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 591, + "IoU": 0.0, + "TN": 97713, + "TP": 0, + "n_pred": 591, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.2686003858957233, + "FN": 16194, + "FP": 18301, + "IoU": 0.15513483063508782, + "TN": 57475, + "TP": 6334, + "n_pred": 24635, + "n_ref": 22528 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 524, + "IoU": 0.0, + "TN": 97780, + "TP": 0, + "n_pred": 524, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 54, + "IoU": 0.0, + "TN": 81866, + "TP": 0, + "n_pred": 54, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 3810, + "FP": 0, + "IoU": 0.0, + "TN": 78110, + "TP": 0, + "n_pred": 0, + "n_ref": 3810 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2079, + "FP": 0, + "IoU": 0.0, + "TN": 79841, + "TP": 0, + "n_pred": 0, + "n_ref": 2079 + }, + "13": { + "Dice": 0.0, + "FN": 444, + "FP": 0, + "IoU": 0.0, + "TN": 81476, + "TP": 0, + "n_pred": 0, + "n_ref": 444 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 81897, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.95795184162939, + "FN": 680, + "FP": 1529, + "IoU": 0.9192970919187491, + "TN": 54548, + "TP": 25163, + "n_pred": 26692, + "n_ref": 25843 + }, + "7": { + "Dice": 0.338212232096184, + "FN": 2090, + "FP": 442, + "IoU": 0.20352312047813778, + "TN": 78741, + "TP": 647, + "n_pred": 1089, + "n_ref": 2737 + }, + "8": { + "Dice": 0.0, + "FN": 34, + "FP": 778, + "IoU": 0.0, + "TN": 81108, + "TP": 0, + "n_pred": 778, + "n_ref": 34 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1323, + "IoU": 0.0, + "TN": 80597, + "TP": 0, + "n_pred": 1323, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0401.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 75, + "IoU": 0.0, + "TN": 81845, + "TP": 0, + "n_pred": 75, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 7852, + "IoU": 0.0, + "TN": 74068, + "TP": 0, + "n_pred": 7852, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 57, + "IoU": 0.0, + "TN": 81863, + "TP": 0, + "n_pred": 57, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 170, + "IoU": 0.0, + "TN": 81750, + "TP": 0, + "n_pred": 170, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.2098391106012183, + "FN": 28927, + "FP": 0, + "IoU": 0.117218017578125, + "TN": 49152, + "TP": 3841, + "n_pred": 3841, + "n_ref": 32768 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 824, + "IoU": 0.0, + "TN": 81096, + "TP": 0, + "n_pred": 824, + "n_ref": 0 + }, + "8": { + "Dice": 0.44000858553337624, + "FN": 5218, + "FP": 0, + "IoU": 0.2820583379196478, + "TN": 74652, + "TP": 2050, + "n_pred": 2050, + "n_ref": 7268 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0403.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 147444, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 6773, + "FP": 0, + "IoU": 0.0, + "TN": 140683, + "TP": 0, + "n_pred": 0, + "n_ref": 6773 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 2333, + "FP": 0, + "IoU": 0.0, + "TN": 145123, + "TP": 0, + "n_pred": 0, + "n_ref": 2333 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 313, + "IoU": 0.0, + "TN": 147143, + "TP": 0, + "n_pred": 313, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 199, + "IoU": 0.0, + "TN": 147257, + "TP": 0, + "n_pred": 199, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 110, + "IoU": 0.0, + "TN": 147346, + "TP": 0, + "n_pred": 110, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 3277, + "FP": 0, + "IoU": 0.0, + "TN": 144179, + "TP": 0, + "n_pred": 0, + "n_ref": 3277 + }, + "6": { + "Dice": 0.3961823535384303, + "FN": 3139, + "FP": 2808, + "IoU": 0.24702456318055205, + "TN": 139558, + "TP": 1951, + "n_pred": 4759, + "n_ref": 5090 + }, + "7": { + "Dice": 0.4961489088575096, + "FN": 6245, + "FP": 35, + "IoU": 0.3299189073836961, + "TN": 138084, + "TP": 3092, + "n_pred": 3127, + "n_ref": 9337 + }, + "8": { + "Dice": 0.0, + "FN": 506, + "FP": 2971, + "IoU": 0.0, + "TN": 143979, + "TP": 0, + "n_pred": 2971, + "n_ref": 506 + }, + "9": { + "Dice": 0.0, + "FN": 2015, + "FP": 1376, + "IoU": 0.0, + "TN": 144065, + "TP": 0, + "n_pred": 1376, + "n_ref": 2015 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": NaN, + "FN": 441.84000000000003, + "FP": 418.3, + "IoU": NaN, + "TN": 81166.50666666667, + "TP": 439.4866666666667, + "n_pred": 857.7866666666667, + "n_ref": 881.3266666666667 + }, + "mean": { + "1": { + "Dice": 0.35111899673525215, + "FN": 253.8, + "FP": 177.46666666666667, + "IoU": 0.3240116851465834, + "TN": 80734.86666666667, + "TP": 1300.0, + "n_pred": 1477.4666666666667, + "n_ref": 1553.8 + }, + "10": { + "Dice": 0.00016550354453424544, + "FN": 355.06666666666666, + "FP": 41.13333333333333, + "IoU": 8.279973504084787e-05, + "TN": 82069.73333333334, + "TP": 0.2, + "n_pred": 41.333333333333336, + "n_ref": 355.26666666666665 + }, + "11": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 82466.13333333333, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "12": { + "Dice": 0.0, + "FN": 146.36666666666667, + "FP": 0.0, + "IoU": 0.0, + "TN": 82319.76666666666, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 146.36666666666667 + }, + "13": { + "Dice": 0.0, + "FN": 15.5, + "FP": 65.2, + "IoU": 0.0, + "TN": 82385.43333333333, + "TP": 0.0, + "n_pred": 65.2, + "n_ref": 15.5 + }, + "14": { + "Dice": 0.11237491447939933, + "FN": 594.1333333333333, + "FP": 1655.8666666666666, + "IoU": 0.07033034066974947, + "TN": 79995.3, + "TP": 220.83333333333334, + "n_pred": 1876.7, + "n_ref": 814.9666666666667 + }, + "15": { + "Dice": 0.17496398875356778, + "FN": 881.6, + "FP": 568.4333333333333, + "IoU": 0.13480230699777873, + "TN": 80502.0, + "TP": 514.1, + "n_pred": 1082.5333333333333, + "n_ref": 1395.7 + }, + "2": { + "Dice": 0.0, + "FN": 1001.7, + "FP": 0.43333333333333335, + "IoU": 0.0, + "TN": 81464.0, + "TP": 0.0, + "n_pred": 0.43333333333333335, + "n_ref": 1001.7 + }, + "3": { + "Dice": 0.0919213895280444, + "FN": 247.2, + "FP": 747.7333333333333, + "IoU": 0.07958882292790238, + "TN": 80906.03333333334, + "TP": 565.1666666666666, + "n_pred": 1312.9, + "n_ref": 812.3666666666667 + }, + "4": { + "Dice": 0.0, + "FN": 213.66666666666666, + "FP": 123.96666666666667, + "IoU": 0.0, + "TN": 82128.5, + "TP": 0.0, + "n_pred": 123.96666666666667, + "n_ref": 213.66666666666666 + }, + "5": { + "Dice": 0.0, + "FN": 83.43333333333334, + "FP": 4.1, + "IoU": 0.0, + "TN": 82378.6, + "TP": 0.0, + "n_pred": 4.1, + "n_ref": 83.43333333333334 + }, + "6": { + "Dice": 0.31871786008606745, + "FN": 1070.4666666666667, + "FP": 1986.1, + "IoU": 0.2764536694902635, + "TN": 75755.43333333333, + "TP": 3654.133333333333, + "n_pred": 5640.233333333334, + "n_ref": 4724.6 + }, + "7": { + "Dice": 0.11892534373102064, + "FN": 1427.9666666666667, + "FP": 541.4666666666667, + "IoU": 0.08810387907200615, + "TN": 80274.16666666667, + "TP": 222.53333333333333, + "n_pred": 764.0, + "n_ref": 1650.5 + }, + "8": { + "Dice": 0.20139185661055256, + "FN": 208.23333333333332, + "FP": 333.26666666666665, + "IoU": 0.17218861886993206, + "TN": 81810.36666666667, + "TP": 114.26666666666667, + "n_pred": 447.53333333333336, + "n_ref": 322.5 + }, + "9": { + "Dice": 0.016931216931216932, + "FN": 128.46666666666667, + "FP": 29.333333333333332, + "IoU": 0.009163802978235968, + "TN": 82307.26666666666, + "TP": 1.0666666666666667, + "n_pred": 30.4, + "n_ref": 129.53333333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 658, + "IoU": 0.0, + "TN": 32110, + "TP": 0, + "n_pred": 658, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.5703013514647863, + "FN": 384, + "FP": 4735, + "IoU": 0.39889619539689997, + "TN": 24252, + "TP": 3397, + "n_pred": 8132, + "n_ref": 3781 + }, + "15": { + "Dice": 0.826329194524037, + "FN": 1687, + "FP": 495, + "IoU": 0.7040553370405533, + "TN": 25395, + "TP": 5191, + "n_pred": 5686, + "n_ref": 6878 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 32751, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 6062, + "IoU": 0.0, + "TN": 26706, + "TP": 0, + "n_pred": 6062, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 151, + "IoU": 0.0, + "TN": 81769, + "TP": 0, + "n_pred": 151, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8824598386276078, + "FN": 0, + "FP": 1617, + "IoU": 0.7896448549499154, + "TN": 74233, + "TP": 6070, + "n_pred": 7687, + "n_ref": 6070 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 2965, + "FP": 0, + "IoU": 0.0, + "TN": 78955, + "TP": 0, + "n_pred": 0, + "n_ref": 2965 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.867980114159455, + "FN": 3585, + "FP": 0, + "IoU": 0.7667534157449577, + "TN": 50166, + "TP": 11785, + "n_pred": 11785, + "n_ref": 15370 + }, + "10": { + "Dice": 0.0, + "FN": 301, + "FP": 0, + "IoU": 0.0, + "TN": 65235, + "TP": 0, + "n_pred": 0, + "n_ref": 301 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2270, + "FP": 0, + "IoU": 0.0, + "TN": 63266, + "TP": 0, + "n_pred": 0, + "n_ref": 2270 + }, + "13": { + "Dice": 0.0, + "FN": 222, + "FP": 52, + "IoU": 0.0, + "TN": 65262, + "TP": 0, + "n_pred": 52, + "n_ref": 222 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.7340758177282788, + "FN": 6354, + "FP": 1215, + "IoU": 0.5798734458259325, + "TN": 47520, + "TP": 10447, + "n_pred": 11662, + "n_ref": 16801 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 633, + "IoU": 0.0, + "TN": 64903, + "TP": 0, + "n_pred": 633, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 8565, + "IoU": 0.0, + "TN": 56971, + "TP": 0, + "n_pred": 8565, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 143, + "IoU": 0.0, + "TN": 65393, + "TP": 0, + "n_pred": 143, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 221, + "IoU": 0.0, + "TN": 130851, + "TP": 0, + "n_pred": 221, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 214, + "IoU": 0.0, + "TN": 130858, + "TP": 0, + "n_pred": 214, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 131050, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2083, + "IoU": 0.0, + "TN": 128989, + "TP": 0, + "n_pred": 2083, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 75, + "FP": 123, + "IoU": 0.0, + "TN": 130874, + "TP": 0, + "n_pred": 123, + "n_ref": 75 + }, + "6": { + "Dice": 0.888248681974014, + "FN": 2952, + "FP": 927, + "IoU": 0.7989634620367971, + "TN": 111777, + "TP": 15416, + "n_pred": 16343, + "n_ref": 18368 + }, + "7": { + "Dice": 0.5321581705574083, + "FN": 666, + "FP": 1298, + "IoU": 0.3625446283674132, + "TN": 127991, + "TP": 1117, + "n_pred": 2415, + "n_ref": 1783 + }, + "8": { + "Dice": 0.6452259069663921, + "FN": 3180, + "FP": 8, + "IoU": 0.47626088385082965, + "TN": 124985, + "TP": 2899, + "n_pred": 2907, + "n_ref": 6079 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 89, + "IoU": 0.0, + "TN": 130983, + "TP": 0, + "n_pred": 89, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.799149240527772, + "FN": 1444, + "FP": 9227, + "IoU": 0.6654858934169279, + "TN": 33636, + "TP": 21229, + "n_pred": 30456, + "n_ref": 22673 + }, + "7": { + "Dice": 0.0, + "FN": 24, + "FP": 0, + "IoU": 0.0, + "TN": 65512, + "TP": 0, + "n_pred": 0, + "n_ref": 24 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.1523809523809524, + "FN": 356, + "FP": 0, + "IoU": 0.08247422680412371, + "TN": 65148, + "TP": 32, + "n_pred": 32, + "n_ref": 388 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 41, + "IoU": 0.0, + "TN": 32727, + "TP": 0, + "n_pred": 41, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 32763, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 32756, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 2428, + "FP": 0, + "IoU": 0.0, + "TN": 30340, + "TP": 0, + "n_pred": 0, + "n_ref": 2428 + }, + "6": { + "Dice": 0.8372703412073491, + "FN": 6076, + "FP": 0, + "IoU": 0.7200902934537246, + "TN": 11061, + "TP": 15631, + "n_pred": 15631, + "n_ref": 21707 + }, + "7": { + "Dice": 0.0, + "FN": 1367, + "FP": 321, + "IoU": 0.0, + "TN": 31080, + "TP": 0, + "n_pred": 321, + "n_ref": 1367 + }, + "8": { + "Dice": 0.8936708860759494, + "FN": 67, + "FP": 17, + "IoU": 0.8077803203661327, + "TN": 32331, + "TP": 353, + "n_pred": 370, + "n_ref": 420 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2121, + "FP": 0, + "IoU": 0.0, + "TN": 63415, + "TP": 0, + "n_pred": 0, + "n_ref": 2121 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 128, + "FP": 97, + "IoU": 0.0, + "TN": 65311, + "TP": 0, + "n_pred": 97, + "n_ref": 128 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 20, + "FP": 0, + "IoU": 0.0, + "TN": 65516, + "TP": 0, + "n_pred": 0, + "n_ref": 20 + }, + "8": { + "Dice": 0.8778054862842892, + "FN": 35, + "FP": 14, + "IoU": 0.7822222222222223, + "TN": 65311, + "TP": 176, + "n_pred": 190, + "n_ref": 211 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 149, + "IoU": 0.0, + "TN": 130923, + "TP": 0, + "n_pred": 149, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 3798, + "IoU": 0.0, + "TN": 127274, + "TP": 0, + "n_pred": 3798, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 4404, + "FP": 0, + "IoU": 0.0, + "TN": 126668, + "TP": 0, + "n_pred": 0, + "n_ref": 4404 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 1, + "FP": 0, + "IoU": 0.0, + "TN": 163839, + "TP": 0, + "n_pred": 0, + "n_ref": 1 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 163839, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 3492, + "FP": 0, + "IoU": 0.0, + "TN": 160348, + "TP": 0, + "n_pred": 0, + "n_ref": 3492 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 114687, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 29, + "IoU": 0.0, + "TN": 114659, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 56, + "IoU": 0.0, + "TN": 114632, + "TP": 0, + "n_pred": 56, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 6410, + "FP": 0, + "IoU": 0.0, + "TN": 108278, + "TP": 0, + "n_pred": 0, + "n_ref": 6410 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.005698005698005698, + "FN": 128, + "FP": 1617, + "IoU": 0.002857142857142857, + "TN": 112938, + "TP": 5, + "n_pred": 1622, + "n_ref": 133 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 146, + "IoU": 0.0, + "TN": 114542, + "TP": 0, + "n_pred": 146, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 131068, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 8821, + "FP": 2965, + "IoU": 0.0, + "TN": 119286, + "TP": 0, + "n_pred": 2965, + "n_ref": 8821 + }, + "15": { + "Dice": 0.420660621761658, + "FN": 5278, + "FP": 1878, + "IoU": 0.2663522657371335, + "TN": 121318, + "TP": 2598, + "n_pred": 4476, + "n_ref": 7876 + }, + "2": { + "Dice": 0.0, + "FN": 10518, + "FP": 0, + "IoU": 0.0, + "TN": 120554, + "TP": 0, + "n_pred": 0, + "n_ref": 10518 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 8903, + "IoU": 0.0, + "TN": 122169, + "TP": 0, + "n_pred": 8903, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.021209243431465654, + "FN": 6184, + "FP": 0, + "IoU": 0.010718285074388097, + "TN": 124821, + "TP": 67, + "n_pred": 67, + "n_ref": 6251 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.28603777468992847, + "FN": 2971, + "FP": 10902, + "IoU": 0.16688686043718473, + "TN": 130804, + "TP": 2779, + "n_pred": 13681, + "n_ref": 5750 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1185, + "IoU": 0.0, + "TN": 146271, + "TP": 0, + "n_pred": 1185, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 3094, + "FP": 0, + "IoU": 0.0, + "TN": 144362, + "TP": 0, + "n_pred": 0, + "n_ref": 3094 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2673, + "IoU": 0.0, + "TN": 144783, + "TP": 0, + "n_pred": 2673, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 41, + "IoU": 0.0, + "TN": 147415, + "TP": 0, + "n_pred": 41, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.03556485355648536, + "FN": 7287, + "FP": 89, + "IoU": 0.01810436634717785, + "TN": 139944, + "TP": 136, + "n_pred": 225, + "n_ref": 7423 + }, + "7": { + "Dice": 0.8160825862537354, + "FN": 1390, + "FP": 641, + "IoU": 0.6893070215695273, + "TN": 140919, + "TP": 4506, + "n_pred": 5147, + "n_ref": 5896 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 40, + "IoU": 0.0, + "TN": 32728, + "TP": 0, + "n_pred": 40, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 228, + "FP": 0, + "IoU": 0.0, + "TN": 32540, + "TP": 0, + "n_pred": 0, + "n_ref": 228 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 145, + "IoU": 0.0, + "TN": 32623, + "TP": 0, + "n_pred": 145, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9205091937765205, + "FN": 877, + "FP": 247, + "IoU": 0.8527253668763103, + "TN": 25136, + "TP": 6508, + "n_pred": 6755, + "n_ref": 7385 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1054, + "IoU": 0.0, + "TN": 31714, + "TP": 0, + "n_pred": 1054, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 4503, + "FP": 0, + "IoU": 0.0, + "TN": 28265, + "TP": 0, + "n_pred": 0, + "n_ref": 4503 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 555, + "IoU": 0.0, + "TN": 32213, + "TP": 0, + "n_pred": 555, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 117, + "IoU": 0.0, + "TN": 65419, + "TP": 0, + "n_pred": 117, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 454, + "IoU": 0.0, + "TN": 65082, + "TP": 0, + "n_pred": 454, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 3176, + "FP": 0, + "IoU": 0.0, + "TN": 62360, + "TP": 0, + "n_pred": 0, + "n_ref": 3176 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3212, + "IoU": 0.0, + "TN": 62324, + "TP": 0, + "n_pred": 3212, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 116, + "IoU": 0.0, + "TN": 65420, + "TP": 0, + "n_pred": 116, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 81918, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 657, + "IoU": 0.0, + "TN": 81263, + "TP": 0, + "n_pred": 657, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 640, + "IoU": 0.0, + "TN": 81280, + "TP": 0, + "n_pred": 640, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 304, + "IoU": 0.0, + "TN": 81616, + "TP": 0, + "n_pred": 304, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.002039775624681285, + "FN": 3797, + "FP": 117, + "IoU": 0.0010209290454313426, + "TN": 78002, + "TP": 4, + "n_pred": 121, + "n_ref": 3801 + }, + "7": { + "Dice": 0.0, + "FN": 8523, + "FP": 0, + "IoU": 0.0, + "TN": 73397, + "TP": 0, + "n_pred": 0, + "n_ref": 8523 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 442, + "IoU": 0.0, + "TN": 81478, + "TP": 0, + "n_pred": 442, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 449, + "IoU": 0.0, + "TN": 81471, + "TP": 0, + "n_pred": 449, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 236, + "IoU": 0.0, + "TN": 98068, + "TP": 0, + "n_pred": 236, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.2646239554317549, + "FN": 1575, + "FP": 9, + "IoU": 0.15248796147672553, + "TN": 96435, + "TP": 285, + "n_pred": 294, + "n_ref": 1860 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 2602, + "FP": 8, + "IoU": 0.0, + "TN": 95694, + "TP": 0, + "n_pred": 8, + "n_ref": 2602 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2965, + "IoU": 0.0, + "TN": 95339, + "TP": 0, + "n_pred": 2965, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 468, + "IoU": 0.0, + "TN": 97836, + "TP": 0, + "n_pred": 468, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 126, + "IoU": 0.0, + "TN": 98178, + "TP": 0, + "n_pred": 126, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 98295, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 58, + "IoU": 0.0, + "TN": 98246, + "TP": 0, + "n_pred": 58, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 131063, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "10": { + "Dice": 0.0011585248117397182, + "FN": 10123, + "FP": 223, + "IoU": 0.000579598145285935, + "TN": 120720, + "TP": 6, + "n_pred": 229, + "n_ref": 10129 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 201, + "FP": 526, + "IoU": 0.0, + "TN": 130345, + "TP": 0, + "n_pred": 526, + "n_ref": 201 + }, + "14": { + "Dice": 0.021710649447875725, + "FN": 26, + "FP": 5201, + "IoU": 0.01097445600756859, + "TN": 125787, + "TP": 58, + "n_pred": 5259, + "n_ref": 84 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 198, + "IoU": 0.0, + "TN": 130874, + "TP": 0, + "n_pred": 198, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6764449022549657, + "FN": 17, + "FP": 14432, + "IoU": 0.5110817852671472, + "TN": 101519, + "TP": 15104, + "n_pred": 29536, + "n_ref": 15121 + }, + "7": { + "Dice": 0.0, + "FN": 1, + "FP": 10809, + "IoU": 0.0, + "TN": 120262, + "TP": 0, + "n_pred": 10809, + "n_ref": 1 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 131065, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 131047, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 15527, + "IoU": 0.0, + "TN": 857, + "TP": 0, + "n_pred": 15527, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 15283, + "FP": 0, + "IoU": 0.0, + "TN": 1101, + "TP": 0, + "n_pred": 0, + "n_ref": 15283 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 99, + "IoU": 0.0, + "TN": 16285, + "TP": 0, + "n_pred": 99, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1919, + "IoU": 0.0, + "TN": 30849, + "TP": 0, + "n_pred": 1919, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 551, + "IoU": 0.0, + "TN": 32217, + "TP": 0, + "n_pred": 551, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 32767, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3814, + "IoU": 0.0, + "TN": 78106, + "TP": 0, + "n_pred": 3814, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4186029492480515, + "FN": 3837, + "FP": 12052, + "IoU": 0.264704521264288, + "TN": 60311, + "TP": 5720, + "n_pred": 17772, + "n_ref": 9557 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 81908, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8734961720743711, + "FN": 188, + "FP": 853, + "IoU": 0.7754045307443366, + "TN": 77285, + "TP": 3594, + "n_pred": 4447, + "n_ref": 3782 + }, + "7": { + "Dice": 0.28070829450139795, + "FN": 880, + "FP": 2979, + "IoU": 0.16326973113616652, + "TN": 77308, + "TP": 753, + "n_pred": 3732, + "n_ref": 1633 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9324379324379325, + "FN": 614, + "FP": 50, + "IoU": 0.8734273732367518, + "TN": 43906, + "TP": 4582, + "n_pred": 4632, + "n_ref": 5196 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 42, + "FP": 0, + "IoU": 0.0, + "TN": 49110, + "TP": 0, + "n_pred": 0, + "n_ref": 42 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 39, + "IoU": 0.0, + "TN": 49113, + "TP": 0, + "n_pred": 39, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 3175, + "FP": 0, + "IoU": 0.0, + "TN": 45977, + "TP": 0, + "n_pred": 0, + "n_ref": 3175 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8653066738719265, + "FN": 1910, + "FP": 84, + "IoU": 0.7625907846172163, + "TN": 122673, + "TP": 6405, + "n_pred": 6489, + "n_ref": 8315 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.2058252427184466, + "FN": 0, + "FP": 818, + "IoU": 0.11471861471861472, + "TN": 130148, + "TP": 106, + "n_pred": 924, + "n_ref": 106 + }, + "15": { + "Dice": 0.6776140600035505, + "FN": 210, + "FP": 7054, + "IoU": 0.5124177741978789, + "TN": 116174, + "TP": 7634, + "n_pred": 14688, + "n_ref": 7844 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 57, + "FP": 16, + "IoU": 0.0, + "TN": 130999, + "TP": 0, + "n_pred": 16, + "n_ref": 57 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8958618331053352, + "FN": 75, + "FP": 2361, + "IoU": 0.8113675081307109, + "TN": 118158, + "TP": 10478, + "n_pred": 12839, + "n_ref": 10553 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 131045, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 114685, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 5856, + "IoU": 0.0, + "TN": 108832, + "TP": 0, + "n_pred": 5856, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 13836, + "FP": 0, + "IoU": 0.0, + "TN": 100852, + "TP": 0, + "n_pred": 0, + "n_ref": 13836 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 36, + "IoU": 0.0, + "TN": 114652, + "TP": 0, + "n_pred": 36, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3432, + "IoU": 0.0, + "TN": 111256, + "TP": 0, + "n_pred": 3432, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9734345351043643, + "FN": 187, + "FP": 233, + "IoU": 0.9482439926062847, + "TN": 73805, + "TP": 7695, + "n_pred": 7928, + "n_ref": 7882 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 84, + "FP": 0, + "IoU": 0.0, + "TN": 81836, + "TP": 0, + "n_pred": 0, + "n_ref": 84 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 434, + "IoU": 0.0, + "TN": 81486, + "TP": 0, + "n_pred": 434, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 871, + "FP": 7452, + "IoU": 0.0, + "TN": 122749, + "TP": 0, + "n_pred": 7452, + "n_ref": 871 + }, + "15": { + "Dice": 0.0, + "FN": 3906, + "FP": 0, + "IoU": 0.0, + "TN": 127166, + "TP": 0, + "n_pred": 0, + "n_ref": 3906 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 444, + "IoU": 0.0, + "TN": 130628, + "TP": 0, + "n_pred": 444, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9944649446494465, + "FN": 129, + "FP": 51, + "IoU": 0.9889908256880734, + "TN": 114722, + "TP": 16170, + "n_pred": 16221, + "n_ref": 16299 + }, + "7": { + "Dice": 0.03600576092174748, + "FN": 15994, + "FP": 70, + "IoU": 0.018332925934979222, + "TN": 114708, + "TP": 300, + "n_pred": 370, + "n_ref": 16294 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 208, + "IoU": 0.0, + "TN": 130864, + "TP": 0, + "n_pred": 208, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 131066, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9253877019846004, + "FN": 1318, + "FP": 58, + "IoU": 0.8611363407003734, + "TN": 88395, + "TP": 8533, + "n_pred": 8591, + "n_ref": 9851 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 98302, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 48, + "IoU": 0.0, + "TN": 98256, + "TP": 0, + "n_pred": 48, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 3652, + "IoU": 0.0, + "TN": 94652, + "TP": 0, + "n_pred": 3652, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 1892, + "FP": 0, + "IoU": 0.0, + "TN": 96412, + "TP": 0, + "n_pred": 0, + "n_ref": 1892 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0402.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.08587867588129136, + "FN": 725.6422222222224, + "FP": 296.30222222222227, + "IoU": 0.06762252462987015, + "TN": 87105.95111111112, + "TP": 345.70444444444445, + "n_pred": 642.0066666666667, + "n_ref": 1071.3466666666668 + }, + "mean": { + "1": { + "Dice": 0.23087803316447522, + "FN": 915.4, + "FP": 269.1666666666667, + "IoU": 0.17129155338351038, + "TN": 86799.6, + "TP": 489.43333333333334, + "n_pred": 758.6, + "n_ref": 1404.8333333333333 + }, + "10": { + "Dice": 0.044553246571537426, + "FN": 70.13333333333334, + "FP": 302.6666666666667, + "IoU": 0.025881424353136437, + "TN": 88077.43333333333, + "TP": 23.366666666666667, + "n_pred": 326.03333333333336, + "n_ref": 93.5 + }, + "11": { + "Dice": 0.0, + "FN": 2.7333333333333334, + "FP": 0.0, + "IoU": 0.0, + "TN": 88470.86666666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 2.7333333333333334 + }, + "12": { + "Dice": 0.0, + "FN": 19.133333333333333, + "FP": 0.0, + "IoU": 0.0, + "TN": 88454.46666666666, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 19.133333333333333 + }, + "13": { + "Dice": 0.0, + "FN": 277.1666666666667, + "FP": 2.933333333333333, + "IoU": 0.0, + "TN": 88193.5, + "TP": 0.0, + "n_pred": 2.933333333333333, + "n_ref": 277.1666666666667 + }, + "14": { + "Dice": 0.023412916392551816, + "FN": 3132.3333333333335, + "FP": 0.0, + "IoU": 0.012858701937158747, + "TN": 85284.93333333333, + "TP": 56.333333333333336, + "n_pred": 56.333333333333336, + "n_ref": 3188.6666666666665 + }, + "15": { + "Dice": 0.20109660470848936, + "FN": 348.96666666666664, + "FP": 248.66666666666666, + "IoU": 0.16840532407393266, + "TN": 87069.03333333334, + "TP": 806.9333333333333, + "n_pred": 1055.6, + "n_ref": 1155.9 + }, + "2": { + "Dice": 0.0, + "FN": 1119.0333333333333, + "FP": 0.0, + "IoU": 0.0, + "TN": 87354.56666666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 1119.0333333333333 + }, + "3": { + "Dice": 0.13383851929677215, + "FN": 1047.8, + "FP": 1319.9666666666667, + "IoU": 0.11187967943660178, + "TN": 85695.23333333334, + "TP": 410.6, + "n_pred": 1730.5666666666666, + "n_ref": 1458.4 + }, + "4": { + "Dice": 7.043493572812115e-05, + "FN": 348.56666666666666, + "FP": 3.2333333333333334, + "IoU": 3.522118906734291e-05, + "TN": 88121.76666666666, + "TP": 0.03333333333333333, + "n_pred": 3.2666666666666666, + "n_ref": 348.6 + }, + "5": { + "Dice": 0.0, + "FN": 109.1, + "FP": 0.0, + "IoU": 0.0, + "TN": 88364.5, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 109.1 + }, + "6": { + "Dice": 0.2982875490720507, + "FN": 2184.3333333333335, + "FP": 1640.2333333333333, + "IoU": 0.25379904454241675, + "TN": 81503.7, + "TP": 3145.3333333333335, + "n_pred": 4785.566666666667, + "n_ref": 5329.666666666667 + }, + "7": { + "Dice": 0.012552976012316317, + "FN": 275.4, + "FP": 327.3666666666667, + "IoU": 0.006455617976653575, + "TN": 87861.2, + "TP": 9.633333333333333, + "n_pred": 337.0, + "n_ref": 285.03333333333336 + }, + "8": { + "Dice": 0.3044851090878474, + "FN": 321.8333333333333, + "FP": 137.1, + "IoU": 0.24195145223688666, + "TN": 87793.63333333333, + "TP": 221.03333333333333, + "n_pred": 358.1333333333333, + "n_ref": 542.8666666666667 + }, + "9": { + "Dice": 0.03900474897760194, + "FN": 712.7, + "FP": 193.2, + "IoU": 0.02177985031868778, + "TN": 87544.83333333333, + "TP": 22.866666666666667, + "n_pred": 216.06666666666666, + "n_ref": 735.5666666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1084, + "IoU": 0.0, + "TN": 97220, + "TP": 0, + "n_pred": 1084, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 1650, + "FP": 0, + "IoU": 0.0, + "TN": 96654, + "TP": 0, + "n_pred": 0, + "n_ref": 1650 + }, + "15": { + "Dice": 0.3000143822810298, + "FN": 4867, + "FP": 0, + "IoU": 0.17648054145516073, + "TN": 92394, + "TP": 1043, + "n_pred": 1043, + "n_ref": 5910 + }, + "2": { + "Dice": 0.0, + "FN": 8022, + "FP": 0, + "IoU": 0.0, + "TN": 90282, + "TP": 0, + "n_pred": 0, + "n_ref": 8022 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 98293, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 3055, + "IoU": 0.0, + "TN": 95249, + "TP": 0, + "n_pred": 3055, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.9242648266798095, + "FN": 2305, + "FP": 0, + "IoU": 0.8591936469150886, + "TN": 163854, + "TP": 14065, + "n_pred": 14065, + "n_ref": 16370 + }, + "2": { + "Dice": 0.0, + "FN": 8363, + "FP": 0, + "IoU": 0.0, + "TN": 171861, + "TP": 0, + "n_pred": 0, + "n_ref": 8363 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5150, + "IoU": 0.0, + "TN": 175074, + "TP": 0, + "n_pred": 5150, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6537660935934007, + "FN": 4472, + "FP": 19, + "IoU": 0.48562593059214293, + "TN": 56805, + "TP": 4240, + "n_pred": 4259, + "n_ref": 8712 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 6942, + "IoU": 0.0, + "TN": 91362, + "TP": 0, + "n_pred": 6942, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1251, + "IoU": 0.0, + "TN": 97053, + "TP": 0, + "n_pred": 1251, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 34, + "IoU": 0.0, + "TN": 98270, + "TP": 0, + "n_pred": 34, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 402, + "IoU": 0.0, + "TN": 97902, + "TP": 0, + "n_pred": 402, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 994, + "FP": 0, + "IoU": 0.0, + "TN": 97310, + "TP": 0, + "n_pred": 0, + "n_ref": 994 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7784758666568113, + "FN": 9472, + "FP": 2516, + "IoU": 0.6372988018879342, + "TN": 65252, + "TP": 21064, + "n_pred": 23580, + "n_ref": 30536 + }, + "7": { + "Dice": 0.02158273381294964, + "FN": 64, + "FP": 208, + "IoU": 0.01090909090909091, + "TN": 98029, + "TP": 3, + "n_pred": 211, + "n_ref": 67 + }, + "8": { + "Dice": 0.7745581339425274, + "FN": 750, + "FP": 1125, + "IoU": 0.6320643642072213, + "TN": 93208, + "TP": 3221, + "n_pred": 4346, + "n_ref": 3971 + }, + "9": { + "Dice": 0.2450388265746333, + "FN": 259, + "FP": 616, + "IoU": 0.13962635201573254, + "TN": 97287, + "TP": 142, + "n_pred": 758, + "n_ref": 401 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 9492, + "FP": 0, + "IoU": 0.0, + "TN": 72428, + "TP": 0, + "n_pred": 0, + "n_ref": 9492 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2720, + "IoU": 0.0, + "TN": 79200, + "TP": 0, + "n_pred": 2720, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.09411764705882353, + "FN": 308, + "FP": 0, + "IoU": 0.04938271604938271, + "TN": 65212, + "TP": 16, + "n_pred": 16, + "n_ref": 324 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.15942562592047127, + "FN": 431, + "FP": 4135, + "IoU": 0.08661732346469293, + "TN": 76921, + "TP": 433, + "n_pred": 4568, + "n_ref": 864 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 7279, + "FP": 0, + "IoU": 0.0, + "TN": 74641, + "TP": 0, + "n_pred": 0, + "n_ref": 7279 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 97, + "IoU": 0.0, + "TN": 81823, + "TP": 0, + "n_pred": 97, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.5456125108601216, + "FN": 76, + "FP": 447, + "IoU": 0.3751493428912784, + "TN": 81083, + "TP": 314, + "n_pred": 761, + "n_ref": 390 + }, + "9": { + "Dice": 0.0, + "FN": 20, + "FP": 3432, + "IoU": 0.0, + "TN": 78468, + "TP": 0, + "n_pred": 3432, + "n_ref": 20 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 247, + "FP": 0, + "IoU": 0.0, + "TN": 81673, + "TP": 0, + "n_pred": 0, + "n_ref": 247 + }, + "6": { + "Dice": 0.48535418775966205, + "FN": 14686, + "FP": 55, + "IoU": 0.32044071547114145, + "TN": 60228, + "TP": 6951, + "n_pred": 7006, + "n_ref": 21637 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 36, + "IoU": 0.0, + "TN": 81884, + "TP": 0, + "n_pred": 36, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 2444, + "IoU": 0.0, + "TN": 79476, + "TP": 0, + "n_pred": 2444, + "n_ref": 0 + }, + "9": { + "Dice": 0.1450086632013861, + "FN": 6415, + "FP": 0, + "IoU": 0.07817215117114527, + "TN": 74961, + "TP": 544, + "n_pred": 544, + "n_ref": 6959 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 3740, + "FP": 0, + "IoU": 0.0, + "TN": 61796, + "TP": 0, + "n_pred": 0, + "n_ref": 3740 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 648, + "IoU": 0.0, + "TN": 64888, + "TP": 0, + "n_pred": 648, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9984156002437538, + "FN": 0, + "FP": 52, + "IoU": 0.9968362131905573, + "TN": 49100, + "TP": 16384, + "n_pred": 16436, + "n_ref": 16384 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 65524, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 138, + "IoU": 0.0, + "TN": 163702, + "TP": 0, + "n_pred": 138, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 574, + "FP": 0, + "IoU": 0.0, + "TN": 163266, + "TP": 0, + "n_pred": 0, + "n_ref": 574 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 57, + "IoU": 0.0, + "TN": 163783, + "TP": 0, + "n_pred": 57, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 75, + "IoU": 0.0, + "TN": 163765, + "TP": 0, + "n_pred": 75, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 505, + "IoU": 0.0, + "TN": 97799, + "TP": 0, + "n_pred": 505, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 503, + "FP": 0, + "IoU": 0.0, + "TN": 97801, + "TP": 0, + "n_pred": 0, + "n_ref": 503 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.7851415094339622, + "FN": 1364, + "FP": 458, + "IoU": 0.6462822752863522, + "TN": 93153, + "TP": 3329, + "n_pred": 3787, + "n_ref": 4693 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 170, + "IoU": 0.0, + "TN": 98134, + "TP": 0, + "n_pred": 170, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8282847771560872, + "FN": 1780, + "FP": 0, + "IoU": 0.7068993907459246, + "TN": 92231, + "TP": 4293, + "n_pred": 4293, + "n_ref": 6073 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 2694, + "FP": 0, + "IoU": 0.0, + "TN": 95610, + "TP": 0, + "n_pred": 0, + "n_ref": 2694 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 615, + "FP": 2155, + "IoU": 0.0, + "TN": 95534, + "TP": 0, + "n_pred": 2155, + "n_ref": 615 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 3026, + "FP": 0, + "IoU": 0.0, + "TN": 95278, + "TP": 0, + "n_pred": 0, + "n_ref": 3026 + }, + "6": { + "Dice": 0.23728813559322035, + "FN": 98, + "FP": 127, + "IoU": 0.1346153846153846, + "TN": 98044, + "TP": 35, + "n_pred": 162, + "n_ref": 133 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.16859852476290832, + "FN": 2348, + "FP": 19, + "IoU": 0.09205983889528194, + "TN": 95697, + "TP": 240, + "n_pred": 259, + "n_ref": 2588 + }, + "9": { + "Dice": 0.0, + "FN": 4851, + "FP": 543, + "IoU": 0.0, + "TN": 92910, + "TP": 0, + "n_pred": 543, + "n_ref": 4851 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 73, + "FP": 0, + "IoU": 0.0, + "TN": 163767, + "TP": 0, + "n_pred": 0, + "n_ref": 73 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 276, + "IoU": 0.0, + "TN": 163564, + "TP": 0, + "n_pred": 276, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.1515183356099611, + "FN": 32300, + "FP": 0, + "IoU": 0.08196907685311505, + "TN": 128656, + "TP": 2884, + "n_pred": 2884, + "n_ref": 35184 + }, + "7": { + "Dice": 0.0, + "FN": 141, + "FP": 0, + "IoU": 0.0, + "TN": 163699, + "TP": 0, + "n_pred": 0, + "n_ref": 141 + }, + "8": { + "Dice": 0.8946671083140113, + "FN": 570, + "FP": 66, + "IoU": 0.8094096493856757, + "TN": 160503, + "TP": 2701, + "n_pred": 2767, + "n_ref": 3271 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 562, + "IoU": 0.0, + "TN": 163278, + "TP": 0, + "n_pred": 562, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 101, + "IoU": 0.0, + "TN": 98203, + "TP": 0, + "n_pred": 101, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8428864886356107, + "FN": 656, + "FP": 1715, + "IoU": 0.7284388958882144, + "TN": 89573, + "TP": 6360, + "n_pred": 8075, + "n_ref": 7016 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.05244459482321096, + "FN": 5601, + "FP": 0, + "IoU": 0.026928422515635857, + "TN": 92548, + "TP": 155, + "n_pred": 155, + "n_ref": 5756 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 18, + "FP": 0, + "IoU": 0.0, + "TN": 32750, + "TP": 0, + "n_pred": 0, + "n_ref": 18 + }, + "10": { + "Dice": 0.0, + "FN": 288, + "FP": 0, + "IoU": 0.0, + "TN": 32480, + "TP": 0, + "n_pred": 0, + "n_ref": 288 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.001972942502818489, + "FN": 28160, + "FP": 168, + "IoU": 0.0009874453378473692, + "TN": 4412, + "TP": 28, + "n_pred": 196, + "n_ref": 28188 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 3250, + "IoU": 0.0, + "TN": 29518, + "TP": 0, + "n_pred": 3250, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 114686, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 771, + "IoU": 0.0, + "TN": 113917, + "TP": 0, + "n_pred": 771, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 13276, + "FP": 0, + "IoU": 0.0, + "TN": 101412, + "TP": 0, + "n_pred": 0, + "n_ref": 13276 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1531, + "IoU": 0.0, + "TN": 113157, + "TP": 0, + "n_pred": 1531, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1075, + "IoU": 0.0, + "TN": 113613, + "TP": 0, + "n_pred": 1075, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 490, + "IoU": 0.0, + "TN": 114198, + "TP": 0, + "n_pred": 490, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 245, + "IoU": 0.0, + "TN": 114443, + "TP": 0, + "n_pred": 245, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 562, + "IoU": 0.0, + "TN": 114126, + "TP": 0, + "n_pred": 562, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.33066008636644045, + "FN": 1054, + "FP": 31, + "IoU": 0.19807834441980784, + "TN": 96951, + "TP": 268, + "n_pred": 299, + "n_ref": 1322 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 71, + "FP": 0, + "IoU": 0.0, + "TN": 98233, + "TP": 0, + "n_pred": 0, + "n_ref": 71 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.18297920433996384, + "FN": 14458, + "FP": 0, + "IoU": 0.10070286745039497, + "TN": 82227, + "TP": 1619, + "n_pred": 1619, + "n_ref": 16077 + }, + "15": { + "Dice": 0.0, + "FN": 601, + "FP": 0, + "IoU": 0.0, + "TN": 97703, + "TP": 0, + "n_pred": 0, + "n_ref": 601 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.7790924067695073, + "FN": 639, + "FP": 836, + "IoU": 0.638125613346418, + "TN": 94228, + "TP": 2601, + "n_pred": 3437, + "n_ref": 3240 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 377, + "IoU": 0.0, + "TN": 97927, + "TP": 0, + "n_pred": 377, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 81908, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9863003005347176, + "FN": 319, + "FP": 32, + "IoU": 0.9729708917295549, + "TN": 68934, + "TP": 12635, + "n_pred": 12667, + "n_ref": 12954 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 38, + "IoU": 0.0, + "TN": 81882, + "TP": 0, + "n_pred": 38, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1518, + "IoU": 0.0, + "TN": 129554, + "TP": 0, + "n_pred": 1518, + "n_ref": 0 + }, + "4": { + "Dice": 0.00021130480718436345, + "FN": 9463, + "FP": 0, + "IoU": 0.00010566356720202873, + "TN": 121608, + "TP": 1, + "n_pred": 1, + "n_ref": 9464 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9307668034080151, + "FN": 1775, + "FP": 419, + "IoU": 0.8704993507260064, + "TN": 114130, + "TP": 14748, + "n_pred": 15167, + "n_ref": 16523 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 9322, + "IoU": 0.0, + "TN": 121750, + "TP": 0, + "n_pred": 9322, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.004324126800450683, + "FN": 32697, + "FP": 0, + "IoU": 0.002166748046875, + "TN": 32768, + "TP": 71, + "n_pred": 71, + "n_ref": 32768 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 430, + "IoU": 0.0, + "TN": 65106, + "TP": 0, + "n_pred": 430, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 16384, + "IoU": 0.0, + "TN": 49152, + "TP": 0, + "n_pred": 16384, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 82, + "FP": 0, + "IoU": 0.0, + "TN": 114606, + "TP": 0, + "n_pred": 0, + "n_ref": 82 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1648, + "IoU": 0.0, + "TN": 113040, + "TP": 0, + "n_pred": 1648, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 568, + "IoU": 0.0, + "TN": 114120, + "TP": 0, + "n_pred": 568, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.888794746875662, + "FN": 2100, + "FP": 0, + "IoU": 0.7998475028593214, + "TN": 104196, + "TP": 8392, + "n_pred": 8392, + "n_ref": 10492 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 464, + "FP": 0, + "IoU": 0.0, + "TN": 114224, + "TP": 0, + "n_pred": 0, + "n_ref": 464 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 182, + "FP": 0, + "IoU": 0.0, + "TN": 65354, + "TP": 0, + "n_pred": 0, + "n_ref": 182 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1295, + "IoU": 0.0, + "TN": 64241, + "TP": 0, + "n_pred": 1295, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6515850573001934, + "FN": 2341, + "FP": 0, + "IoU": 0.4832229580573951, + "TN": 126542, + "TP": 2189, + "n_pred": 2189, + "n_ref": 4530 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 765, + "IoU": 0.0, + "TN": 130307, + "TP": 0, + "n_pred": 765, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 131071, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 13446, + "FP": 0, + "IoU": 0.0, + "TN": 117626, + "TP": 0, + "n_pred": 0, + "n_ref": 13446 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 12703, + "IoU": 0.0, + "TN": 118369, + "TP": 0, + "n_pred": 12703, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 938, + "IoU": 0.0, + "TN": 130134, + "TP": 0, + "n_pred": 938, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 310, + "FP": 0, + "IoU": 0.0, + "TN": 130762, + "TP": 0, + "n_pred": 0, + "n_ref": 310 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.41348644026386516, + "FN": 12003, + "FP": 0, + "IoU": 0.2606258469878034, + "TN": 65686, + "TP": 4231, + "n_pred": 4231, + "n_ref": 16234 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 81890, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 14765, + "FP": 0, + "IoU": 0.0, + "TN": 67155, + "TP": 0, + "n_pred": 0, + "n_ref": 14765 + }, + "15": { + "Dice": 0.0, + "FN": 1335, + "FP": 0, + "IoU": 0.0, + "TN": 80585, + "TP": 0, + "n_pred": 0, + "n_ref": 1335 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 9250, + "IoU": 0.0, + "TN": 72670, + "TP": 0, + "n_pred": 9250, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 81900, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 4938, + "FP": 0, + "IoU": 0.0, + "TN": 60598, + "TP": 0, + "n_pred": 0, + "n_ref": 4938 + }, + "15": { + "Dice": 0.7866868381240545, + "FN": 1361, + "FP": 3574, + "IoU": 0.6483790523690773, + "TN": 51501, + "TP": 9100, + "n_pred": 12674, + "n_ref": 10461 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 331, + "FP": 1353, + "IoU": 0.0, + "TN": 47468, + "TP": 0, + "n_pred": 1353, + "n_ref": 331 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 389, + "FP": 54, + "IoU": 0.0, + "TN": 48709, + "TP": 0, + "n_pred": 54, + "n_ref": 389 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 123, + "IoU": 0.0, + "TN": 49029, + "TP": 0, + "n_pred": 123, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2094, + "IoU": 0.0, + "TN": 47058, + "TP": 0, + "n_pred": 2094, + "n_ref": 0 + }, + "7": { + "Dice": 0.06628809827326457, + "FN": 8057, + "FP": 0, + "IoU": 0.03428023492748412, + "TN": 40809, + "TP": 286, + "n_pred": 286, + "n_ref": 8343 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 43, + "IoU": 0.0, + "TN": 49109, + "TP": 0, + "n_pred": 43, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.41542405692460627, + "FN": 11138, + "FP": 35, + "IoU": 0.26216733804398074, + "TN": 34009, + "TP": 3970, + "n_pred": 4005, + "n_ref": 15108 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 42, + "IoU": 0.0, + "TN": 49110, + "TP": 0, + "n_pred": 42, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 10480, + "IoU": 0.0, + "TN": 38672, + "TP": 0, + "n_pred": 10480, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6558159113231373, + "FN": 0, + "FP": 7359, + "IoU": 0.4878914405010438, + "TN": 83934, + "TP": 7011, + "n_pred": 14370, + "n_ref": 7011 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 98294, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 9372, + "FP": 0, + "IoU": 0.0, + "TN": 88932, + "TP": 0, + "n_pred": 0, + "n_ref": 9372 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0388.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.07811139941451613, + "FN": 568.7644444444444, + "FP": 438.5422222222222, + "IoU": 0.0590027387673414, + "TN": 87189.34222222221, + "TP": 276.9511111111111, + "n_pred": 715.4933333333333, + "n_ref": 845.7155555555557 + }, + "mean": { + "1": { + "Dice": 0.021214139842458426, + "FN": 736.0, + "FP": 502.96666666666664, + "IoU": 0.011255705388835975, + "TN": 87213.4, + "TP": 21.233333333333334, + "n_pred": 524.2, + "n_ref": 757.2333333333333 + }, + "10": { + "Dice": 0.0024563820018365474, + "FN": 639.9, + "FP": 319.96666666666664, + "IoU": 0.001243463102847182, + "TN": 87510.16666666667, + "TP": 3.566666666666667, + "n_pred": 323.53333333333336, + "n_ref": 643.4666666666667 + }, + "11": { + "Dice": 0.0, + "FN": 136.4, + "FP": 0.0, + "IoU": 0.0, + "TN": 88337.2, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 136.4 + }, + "12": { + "Dice": 0.0, + "FN": 211.8, + "FP": 0.0, + "IoU": 0.0, + "TN": 88261.8, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 211.8 + }, + "13": { + "Dice": 0.040832351786415394, + "FN": 463.46666666666664, + "FP": 35.0, + "IoU": 0.025012025012025013, + "TN": 87973.4, + "TP": 1.7333333333333334, + "n_pred": 36.733333333333334, + "n_ref": 465.2 + }, + "14": { + "Dice": 0.14794668773878342, + "FN": 823.9, + "FP": 1134.1, + "IoU": 0.10024390109722488, + "TN": 86197.56666666667, + "TP": 318.03333333333336, + "n_pred": 1452.1333333333334, + "n_ref": 1141.9333333333334 + }, + "15": { + "Dice": 0.11933260572137022, + "FN": 459.53333333333336, + "FP": 328.4, + "IoU": 0.07737290503782236, + "TN": 87431.13333333333, + "TP": 254.53333333333333, + "n_pred": 582.9333333333333, + "n_ref": 714.0666666666667 + }, + "2": { + "Dice": 0.0, + "FN": 16.166666666666668, + "FP": 219.33333333333334, + "IoU": 0.0, + "TN": 88238.1, + "TP": 0.0, + "n_pred": 219.33333333333334, + "n_ref": 16.166666666666668 + }, + "3": { + "Dice": 0.14240497908559366, + "FN": 943.5, + "FP": 177.1, + "IoU": 0.11813052463765662, + "TN": 86988.93333333333, + "TP": 364.06666666666666, + "n_pred": 541.1666666666666, + "n_ref": 1307.5666666666666 + }, + "4": { + "Dice": 0.0, + "FN": 0.0, + "FP": 70.16666666666667, + "IoU": 0.0, + "TN": 88403.43333333333, + "TP": 0.0, + "n_pred": 70.16666666666667, + "n_ref": 0.0 + }, + "5": { + "Dice": 0.0, + "FN": 361.53333333333336, + "FP": 0.0, + "IoU": 0.0, + "TN": 88112.06666666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 361.53333333333336 + }, + "6": { + "Dice": 0.3508653550295782, + "FN": 712.0333333333333, + "FP": 3067.266666666667, + "IoU": 0.27961181750554276, + "TN": 82177.53333333334, + "TP": 2516.766666666667, + "n_pred": 5584.033333333334, + "n_ref": 3228.8 + }, + "7": { + "Dice": 0.06096643031483729, + "FN": 1320.1333333333334, + "FP": 510.9, + "IoU": 0.03759624066074139, + "TN": 86408.13333333333, + "TP": 234.43333333333334, + "n_pred": 745.3333333333334, + "n_ref": 1554.5666666666666 + }, + "8": { + "Dice": 0.24491880865293142, + "FN": 671.9666666666667, + "FP": 174.13333333333333, + "IoU": 0.2068736185687731, + "TN": 87239.3, + "TP": 388.2, + "n_pred": 562.3333333333334, + "n_ref": 1060.1666666666667 + }, + "9": { + "Dice": 0.04073325104393728, + "FN": 1035.1333333333334, + "FP": 38.8, + "IoU": 0.02770088049865157, + "TN": 87347.96666666666, + "TP": 51.7, + "n_pred": 90.5, + "n_ref": 1086.8333333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 75, + "IoU": 0.0, + "TN": 65461, + "TP": 0, + "n_pred": 75, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 65530, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 597, + "IoU": 0.0, + "TN": 64939, + "TP": 0, + "n_pred": 597, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 277, + "IoU": 0.0, + "TN": 81643, + "TP": 0, + "n_pred": 277, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 669, + "IoU": 0.0, + "TN": 81251, + "TP": 0, + "n_pred": 669, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.08104395604395605, + "FN": 13379, + "FP": 1, + "IoU": 0.04223335719398712, + "TN": 84334, + "TP": 590, + "n_pred": 591, + "n_ref": 13969 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 13321, + "IoU": 0.0, + "TN": 84983, + "TP": 0, + "n_pred": 13321, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 574, + "IoU": 0.0, + "TN": 163266, + "TP": 0, + "n_pred": 574, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 193, + "FP": 1668, + "IoU": 0.0, + "TN": 161979, + "TP": 0, + "n_pred": 1668, + "n_ref": 193 + }, + "11": { + "Dice": 0.0, + "FN": 487, + "FP": 0, + "IoU": 0.0, + "TN": 163353, + "TP": 0, + "n_pred": 0, + "n_ref": 487 + }, + "12": { + "Dice": 0.0, + "FN": 4502, + "FP": 0, + "IoU": 0.0, + "TN": 159338, + "TP": 0, + "n_pred": 0, + "n_ref": 4502 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 485, + "FP": 1608, + "IoU": 0.0, + "TN": 161747, + "TP": 0, + "n_pred": 1608, + "n_ref": 485 + }, + "3": { + "Dice": 0.7467362924281984, + "FN": 418, + "FP": 67, + "IoU": 0.5958333333333333, + "TN": 162640, + "TP": 715, + "n_pred": 782, + "n_ref": 1133 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.852297165200391, + "FN": 4032, + "FP": 2012, + "IoU": 0.7426113618942168, + "TN": 140358, + "TP": 17438, + "n_pred": 19450, + "n_ref": 21470 + }, + "7": { + "Dice": 0.20069204152249134, + "FN": 208, + "FP": 23, + "IoU": 0.11153846153846154, + "TN": 163580, + "TP": 29, + "n_pred": 52, + "n_ref": 237 + }, + "8": { + "Dice": 0.0, + "FN": 10022, + "FP": 74, + "IoU": 0.0, + "TN": 153744, + "TP": 0, + "n_pred": 74, + "n_ref": 10022 + }, + "9": { + "Dice": 0.0, + "FN": 6156, + "FP": 0, + "IoU": 0.0, + "TN": 157684, + "TP": 0, + "n_pred": 0, + "n_ref": 6156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.5030687943640925, + "FN": 9311, + "FP": 0, + "IoU": 0.33606674272675413, + "TN": 67896, + "TP": 4713, + "n_pred": 4713, + "n_ref": 14024 + }, + "15": { + "Dice": 0.5248678451656908, + "FN": 6381, + "FP": 1978, + "IoU": 0.3558107274969174, + "TN": 68944, + "TP": 4617, + "n_pred": 6595, + "n_ref": 10998 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 81901, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7803795531068258, + "FN": 166, + "FP": 8444, + "IoU": 0.6398544359392646, + "TN": 58013, + "TP": 15297, + "n_pred": 23741, + "n_ref": 15463 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 1612, + "FP": 0, + "IoU": 0.0, + "TN": 96692, + "TP": 0, + "n_pred": 0, + "n_ref": 1612 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 3701, + "FP": 0, + "IoU": 0.0, + "TN": 94603, + "TP": 0, + "n_pred": 0, + "n_ref": 3701 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7435279951836243, + "FN": 2799, + "FP": 6573, + "IoU": 0.5917585050311451, + "TN": 75347, + "TP": 13585, + "n_pred": 20158, + "n_ref": 16384 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 123, + "IoU": 0.0, + "TN": 98181, + "TP": 0, + "n_pred": 123, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 3407, + "FP": 0, + "IoU": 0.0, + "TN": 94897, + "TP": 0, + "n_pred": 0, + "n_ref": 3407 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.3223684210526316, + "FN": 124, + "FP": 4614, + "IoU": 0.19215686274509805, + "TN": 43287, + "TP": 1127, + "n_pred": 5741, + "n_ref": 1251 + }, + "15": { + "Dice": 0.47654656696125086, + "FN": 4617, + "FP": 3, + "IoU": 0.31280678268630074, + "TN": 42429, + "TP": 2103, + "n_pred": 2106, + "n_ref": 6720 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4090, + "IoU": 0.0, + "TN": 77830, + "TP": 0, + "n_pred": 4090, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 193, + "FP": 0, + "IoU": 0.0, + "TN": 81727, + "TP": 0, + "n_pred": 0, + "n_ref": 193 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 12466, + "IoU": 0.0, + "TN": 69454, + "TP": 0, + "n_pred": 12466, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 473, + "IoU": 0.0, + "TN": 81447, + "TP": 0, + "n_pred": 473, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 85, + "IoU": 0.0, + "TN": 81835, + "TP": 0, + "n_pred": 85, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 283, + "IoU": 0.0, + "TN": 81637, + "TP": 0, + "n_pred": 283, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 28557, + "IoU": 0.0, + "TN": 53363, + "TP": 0, + "n_pred": 28557, + "n_ref": 0 + }, + "7": { + "Dice": 0.012725709372312984, + "FN": 11477, + "FP": 5, + "IoU": 0.006403599861543787, + "TN": 70364, + "TP": 74, + "n_pred": 79, + "n_ref": 11551 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 78, + "IoU": 0.0, + "TN": 98226, + "TP": 0, + "n_pred": 78, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 347, + "IoU": 0.0, + "TN": 97957, + "TP": 0, + "n_pred": 347, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 743, + "FP": 0, + "IoU": 0.0, + "TN": 97561, + "TP": 0, + "n_pred": 0, + "n_ref": 743 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 426, + "IoU": 0.0, + "TN": 97878, + "TP": 0, + "n_pred": 426, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 5726, + "IoU": 0.0, + "TN": 92578, + "TP": 0, + "n_pred": 5726, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 764, + "IoU": 0.0, + "TN": 97540, + "TP": 0, + "n_pred": 764, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 790, + "IoU": 0.0, + "TN": 97514, + "TP": 0, + "n_pred": 790, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 2819, + "FP": 107, + "IoU": 0.0, + "TN": 95378, + "TP": 0, + "n_pred": 107, + "n_ref": 2819 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 98300, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 7533, + "FP": 0, + "IoU": 0.0, + "TN": 90771, + "TP": 0, + "n_pred": 0, + "n_ref": 7533 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 7488, + "IoU": 0.0, + "TN": 90816, + "TP": 0, + "n_pred": 7488, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 1851, + "FP": 386, + "IoU": 0.0, + "TN": 96067, + "TP": 0, + "n_pred": 386, + "n_ref": 1851 + }, + "8": { + "Dice": 0.7963414634146342, + "FN": 72, + "FP": 262, + "IoU": 0.6616008105369807, + "TN": 97317, + "TP": 653, + "n_pred": 915, + "n_ref": 725 + }, + "9": { + "Dice": 0.0, + "FN": 245, + "FP": 578, + "IoU": 0.0, + "TN": 97481, + "TP": 0, + "n_pred": 578, + "n_ref": 245 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1958, + "IoU": 0.0, + "TN": 63578, + "TP": 0, + "n_pred": 1958, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 484, + "IoU": 0.0, + "TN": 65052, + "TP": 0, + "n_pred": 484, + "n_ref": 0 + }, + "15": { + "Dice": 0.009325985587113183, + "FN": 1552, + "FP": 785, + "IoU": 0.004684838160136286, + "TN": 63188, + "TP": 11, + "n_pred": 796, + "n_ref": 1563 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 184, + "IoU": 0.0, + "TN": 65352, + "TP": 0, + "n_pred": 184, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.21728395061728395, + "FN": 2934, + "FP": 870, + "IoU": 0.12188365650969529, + "TN": 61204, + "TP": 528, + "n_pred": 1398, + "n_ref": 3462 + }, + "7": { + "Dice": 0.0, + "FN": 2683, + "FP": 0, + "IoU": 0.0, + "TN": 62853, + "TP": 0, + "n_pred": 0, + "n_ref": 2683 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 98286, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 69, + "IoU": 0.0, + "TN": 65467, + "TP": 0, + "n_pred": 69, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 12962, + "FP": 0, + "IoU": 0.0, + "TN": 52574, + "TP": 0, + "n_pred": 0, + "n_ref": 12962 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 1667, + "FP": 0, + "IoU": 0.0, + "TN": 63869, + "TP": 0, + "n_pred": 0, + "n_ref": 1667 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 5067, + "IoU": 0.0, + "TN": 60469, + "TP": 0, + "n_pred": 5067, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0223667100130039, + "FN": 7518, + "FP": 0, + "IoU": 0.011309836927932667, + "TN": 57932, + "TP": 86, + "n_pred": 86, + "n_ref": 7604 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4334, + "IoU": 0.0, + "TN": 126738, + "TP": 0, + "n_pred": 4334, + "n_ref": 0 + }, + "10": { + "Dice": 0.024563820018365472, + "FN": 8420, + "FP": 78, + "IoU": 0.012434631028471818, + "TN": 122467, + "TP": 107, + "n_pred": 185, + "n_ref": 8527 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 265, + "IoU": 0.0, + "TN": 130807, + "TP": 0, + "n_pred": 265, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 778, + "IoU": 0.0, + "TN": 130294, + "TP": 0, + "n_pred": 778, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 409, + "FP": 0, + "IoU": 0.0, + "TN": 130663, + "TP": 0, + "n_pred": 0, + "n_ref": 409 + }, + "6": { + "Dice": 0.5179548156956004, + "FN": 603, + "FP": 1424, + "IoU": 0.34948652118100126, + "TN": 127956, + "TP": 1089, + "n_pred": 2513, + "n_ref": 1692 + }, + "7": { + "Dice": 0.0, + "FN": 17, + "FP": 0, + "IoU": 0.0, + "TN": 131055, + "TP": 0, + "n_pred": 0, + "n_ref": 17 + }, + "8": { + "Dice": 0.7947008091046501, + "FN": 2309, + "FP": 0, + "IoU": 0.6593390380643258, + "TN": 124294, + "TP": 4469, + "n_pred": 4469, + "n_ref": 6778 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 147, + "IoU": 0.0, + "TN": 130925, + "TP": 0, + "n_pred": 147, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 649, + "IoU": 0.0, + "TN": 64887, + "TP": 0, + "n_pred": 649, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9672369168613093, + "FN": 1034, + "FP": 4, + "IoU": 0.9365525672371638, + "TN": 49176, + "TP": 15322, + "n_pred": 15326, + "n_ref": 16356 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 117, + "IoU": 0.0, + "TN": 65419, + "TP": 0, + "n_pred": 117, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 114667, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3674911660777385, + "FN": 179, + "FP": 0, + "IoU": 0.22510822510822512, + "TN": 114457, + "TP": 52, + "n_pred": 52, + "n_ref": 231 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 656, + "IoU": 0.0, + "TN": 114032, + "TP": 0, + "n_pred": 656, + "n_ref": 0 + }, + "15": { + "Dice": 0.3019182652210175, + "FN": 1230, + "FP": 2955, + "IoU": 0.17779960707269155, + "TN": 109598, + "TP": 905, + "n_pred": 3860, + "n_ref": 2135 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 114685, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 1237, + "FP": 0, + "IoU": 0.0, + "TN": 113451, + "TP": 0, + "n_pred": 0, + "n_ref": 1237 + }, + "6": { + "Dice": 0.008041817450743867, + "FN": 2371, + "FP": 96, + "IoU": 0.004037141703673799, + "TN": 112211, + "TP": 10, + "n_pred": 106, + "n_ref": 2381 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 667, + "IoU": 0.0, + "TN": 114021, + "TP": 0, + "n_pred": 667, + "n_ref": 0 + }, + "8": { + "Dice": 0.9532515793385359, + "FN": 212, + "FP": 417, + "IoU": 0.9106787844362397, + "TN": 107646, + "TP": 6413, + "n_pred": 6830, + "n_ref": 6625 + }, + "9": { + "Dice": 0.5295322635711847, + "FN": 2434, + "FP": 322, + "IoU": 0.3601114464824704, + "TN": 110381, + "TP": 1551, + "n_pred": 1873, + "n_ref": 3985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 131068, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.41373709247012413, + "FN": 163, + "FP": 4890, + "IoU": 0.260825043885313, + "TN": 124236, + "TP": 1783, + "n_pred": 6673, + "n_ref": 1946 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 907, + "IoU": 0.0, + "TN": 130165, + "TP": 0, + "n_pred": 907, + "n_ref": 0 + }, + "8": { + "Dice": 0.6172839506172839, + "FN": 26, + "FP": 5, + "IoU": 0.44642857142857145, + "TN": 131016, + "TP": 25, + "n_pred": 30, + "n_ref": 51 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1117, + "IoU": 0.0, + "TN": 113571, + "TP": 0, + "n_pred": 1117, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.26269293257514215, + "FN": 14111, + "FP": 411, + "IoU": 0.1512069670933427, + "TN": 130347, + "TP": 2587, + "n_pred": 2998, + "n_ref": 16698 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 147429, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 98303, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3271, + "IoU": 0.0, + "TN": 95033, + "TP": 0, + "n_pred": 3271, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 1522, + "FP": 0, + "IoU": 0.0, + "TN": 96782, + "TP": 0, + "n_pred": 0, + "n_ref": 1522 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 94, + "IoU": 0.0, + "TN": 98210, + "TP": 0, + "n_pred": 94, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.05319645356976201, + "FN": 2029, + "FP": 0, + "IoU": 0.02732502396931927, + "TN": 96218, + "TP": 57, + "n_pred": 57, + "n_ref": 2086 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 443, + "IoU": 0.0, + "TN": 97861, + "TP": 0, + "n_pred": 443, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 6089, + "FP": 0, + "IoU": 0.0, + "TN": 92215, + "TP": 0, + "n_pred": 0, + "n_ref": 6089 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.08849557522123894, + "FN": 103, + "FP": 0, + "IoU": 0.046296296296296294, + "TN": 49044, + "TP": 5, + "n_pred": 5, + "n_ref": 108 + }, + "10": { + "Dice": 0.0, + "FN": 6804, + "FP": 0, + "IoU": 0.0, + "TN": 42348, + "TP": 0, + "n_pred": 0, + "n_ref": 6804 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 4751, + "FP": 0, + "IoU": 0.0, + "TN": 44401, + "TP": 0, + "n_pred": 0, + "n_ref": 4751 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9825436408977556, + "FN": 177, + "FP": 110, + "IoU": 0.9656862745098039, + "TN": 40788, + "TP": 8077, + "n_pred": 8187, + "n_ref": 8254 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 2178, + "IoU": 0.0, + "TN": 46974, + "TP": 0, + "n_pred": 2178, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 1844, + "FP": 0, + "IoU": 0.0, + "TN": 47308, + "TP": 0, + "n_pred": 0, + "n_ref": 1844 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 530, + "IoU": 0.0, + "TN": 97774, + "TP": 0, + "n_pred": 530, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 340, + "FP": 8910, + "IoU": 0.0, + "TN": 89054, + "TP": 0, + "n_pred": 8910, + "n_ref": 340 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2758, + "IoU": 0.0, + "TN": 95546, + "TP": 0, + "n_pred": 2758, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 48, + "IoU": 0.0, + "TN": 98256, + "TP": 0, + "n_pred": 48, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 3462, + "FP": 0, + "IoU": 0.0, + "TN": 94842, + "TP": 0, + "n_pred": 0, + "n_ref": 3462 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 181, + "IoU": 0.0, + "TN": 98123, + "TP": 0, + "n_pred": 181, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 8342, + "IoU": 0.0, + "TN": 89962, + "TP": 0, + "n_pred": 8342, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.1486725663716814, + "FN": 317, + "FP": 164, + "IoU": 0.08030592734225621, + "TN": 65013, + "TP": 42, + "n_pred": 206, + "n_ref": 359 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1109, + "FP": 0, + "IoU": 0.0, + "TN": 64427, + "TP": 0, + "n_pred": 0, + "n_ref": 1109 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6872301048735349, + "FN": 337, + "FP": 677, + "IoU": 0.5234962406015038, + "TN": 63408, + "TP": 1114, + "n_pred": 1791, + "n_ref": 1451 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 122, + "IoU": 0.0, + "TN": 65414, + "TP": 0, + "n_pred": 122, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 104, + "IoU": 0.0, + "TN": 65432, + "TP": 0, + "n_pred": 104, + "n_ref": 0 + }, + "3": { + "Dice": 0.6096222150468195, + "FN": 385, + "FP": 824, + "IoU": 0.4384579656293544, + "TN": 63383, + "TP": 944, + "n_pred": 1768, + "n_ref": 1329 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 550, + "IoU": 0.0, + "TN": 64986, + "TP": 0, + "n_pred": 550, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 3245, + "FP": 0, + "IoU": 0.0, + "TN": 62291, + "TP": 0, + "n_pred": 0, + "n_ref": 3245 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 159, + "IoU": 0.0, + "TN": 65377, + "TP": 0, + "n_pred": 159, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 34, + "FP": 0, + "IoU": 0.0, + "TN": 65502, + "TP": 0, + "n_pred": 0, + "n_ref": 34 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 580, + "IoU": 0.0, + "TN": 81340, + "TP": 0, + "n_pred": 580, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 2083, + "FP": 0, + "IoU": 0.0, + "TN": 79837, + "TP": 0, + "n_pred": 0, + "n_ref": 2083 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2084, + "IoU": 0.0, + "TN": 79836, + "TP": 0, + "n_pred": 2084, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6725531650292252, + "FN": 816, + "FP": 1817, + "IoU": 0.5066516769720817, + "TN": 76583, + "TP": 2704, + "n_pred": 4521, + "n_ref": 3520 + }, + "7": { + "Dice": 0.5170833748381313, + "FN": 6628, + "FP": 3068, + "IoU": 0.3486934909652717, + "TN": 67033, + "TP": 5191, + "n_pred": 8259, + "n_ref": 11819 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 81919, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 4620, + "FP": 0, + "IoU": 0.0, + "TN": 77300, + "TP": 0, + "n_pred": 0, + "n_ref": 4620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1347, + "IoU": 0.0, + "TN": 80573, + "TP": 0, + "n_pred": 1347, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3655, + "IoU": 0.0, + "TN": 78265, + "TP": 0, + "n_pred": 3655, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 638, + "FP": 0, + "IoU": 0.0, + "TN": 81282, + "TP": 0, + "n_pred": 0, + "n_ref": 638 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1385, + "IoU": 0.0, + "TN": 80535, + "TP": 0, + "n_pred": 1385, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1403, + "IoU": 0.0, + "TN": 80517, + "TP": 0, + "n_pred": 1403, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9648809523809524, + "FN": 348, + "FP": 6, + "IoU": 0.9321449108683151, + "TN": 76703, + "TP": 4863, + "n_pred": 4869, + "n_ref": 5211 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 81908, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 419, + "IoU": 0.0, + "TN": 81501, + "TP": 0, + "n_pred": 419, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 4416, + "FP": 0, + "IoU": 0.0, + "TN": 77504, + "TP": 0, + "n_pred": 0, + "n_ref": 4416 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.22438747516791221, + "FN": 8082, + "FP": 117, + "IoU": 0.12637187000532765, + "TN": 56151, + "TP": 1186, + "n_pred": 1303, + "n_ref": 9268 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 8281, + "FP": 0, + "IoU": 0.0, + "TN": 73639, + "TP": 0, + "n_pred": 0, + "n_ref": 8281 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 2718, + "FP": 0, + "IoU": 0.0, + "TN": 79202, + "TP": 0, + "n_pred": 0, + "n_ref": 2718 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 81911, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.27793401467864737, + "FN": 1849, + "FP": 8678, + "IoU": 0.16139568230701823, + "TN": 69367, + "TP": 2026, + "n_pred": 10704, + "n_ref": 3875 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 970, + "IoU": 0.0, + "TN": 80950, + "TP": 0, + "n_pred": 970, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 60, + "FP": 0, + "IoU": 0.0, + "TN": 81860, + "TP": 0, + "n_pred": 0, + "n_ref": 60 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 35, + "IoU": 0.0, + "TN": 114653, + "TP": 0, + "n_pred": 35, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.2795275590551181, + "FN": 157, + "FP": 1673, + "IoU": 0.16247139588100687, + "TN": 112503, + "TP": 355, + "n_pred": 2028, + "n_ref": 512 + }, + "7": { + "Dice": 0.2080386823813841, + "FN": 13103, + "FP": 0, + "IoU": 0.11609552077711818, + "TN": 99864, + "TP": 1721, + "n_pred": 1721, + "n_ref": 14824 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1803, + "IoU": 0.0, + "TN": 112885, + "TP": 0, + "n_pred": 1803, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 494, + "FP": 0, + "IoU": 0.0, + "TN": 114194, + "TP": 0, + "n_pred": 0, + "n_ref": 494 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 114683, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 101, + "IoU": 0.0, + "TN": 114587, + "TP": 0, + "n_pred": 101, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 1975, + "FP": 0, + "IoU": 0.0, + "TN": 30793, + "TP": 0, + "n_pred": 0, + "n_ref": 1975 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 1917, + "FP": 0, + "IoU": 0.0, + "TN": 30851, + "TP": 0, + "n_pred": 0, + "n_ref": 1917 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2292, + "IoU": 0.0, + "TN": 30476, + "TP": 0, + "n_pred": 2292, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 123, + "IoU": 0.0, + "TN": 32645, + "TP": 0, + "n_pred": 123, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 32751, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.2687556492919554, + "FN": 2060, + "FP": 367, + "IoU": 0.1552384267316394, + "TN": 29895, + "TP": 446, + "n_pred": 813, + "n_ref": 2506 + }, + "7": { + "Dice": 0.036923076923076927, + "FN": 392, + "FP": 547, + "IoU": 0.018808777429467086, + "TN": 31811, + "TP": 18, + "n_pred": 565, + "n_ref": 410 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 1749, + "FP": 0, + "IoU": 0.0, + "TN": 31019, + "TP": 0, + "n_pred": 0, + "n_ref": 1749 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2870132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": NaN, + "FN": 574.000888888889, + "FP": 392.8715555555556, + "IoU": NaN, + "TN": 86031.12444444446, + "TP": 383.33644444444445, + "n_pred": 776.2080000000001, + "n_ref": 957.3373333333335 + }, + "mean": { + "1": { + "Dice": 0.18468607364617876, + "FN": 492.08000000000004, + "FP": 286.3466666666667, + "IoU": 0.16037242314064906, + "TN": 86075.25333333334, + "TP": 527.6533333333333, + "n_pred": 814.0, + "n_ref": 1019.7333333333333 + }, + "10": { + "Dice": 0.021688690862496616, + "FN": 429.9, + "FP": 195.10666666666665, + "IoU": 0.012877246815246468, + "TN": 86741.29333333333, + "TP": 15.033333333333331, + "n_pred": 210.14000000000001, + "n_ref": 444.9333333333334 + }, + "11": { + "Dice": NaN, + "FN": 49.78666666666667, + "FP": 0.0, + "IoU": NaN, + "TN": 87331.54666666666, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 49.78666666666667 + }, + "12": { + "Dice": NaN, + "FN": 93.58666666666667, + "FP": 0.0, + "IoU": NaN, + "TN": 87287.74666666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 93.58666666666667 + }, + "13": { + "Dice": 0.00925729723437081, + "FN": 340.85333333333335, + "FP": 42.55333333333333, + "IoU": 0.005559161815625104, + "TN": 86997.49333333333, + "TP": 0.4333333333333334, + "n_pred": 42.986666666666665, + "n_ref": 341.2866666666667 + }, + "14": { + "Dice": 0.0884391879847886, + "FN": 966.04, + "FP": 951.5933333333335, + "IoU": 0.06325297920581015, + "TN": 85271.22, + "TP": 192.48000000000002, + "n_pred": 1144.0733333333333, + "n_ref": 1158.52 + }, + "15": { + "Dice": 0.14700776496499243, + "FN": 403.3466666666667, + "FP": 319.7133333333333, + "IoU": 0.11258063933427417, + "TN": 86282.88, + "TP": 375.3933333333333, + "n_pred": 695.1066666666667, + "n_ref": 778.74 + }, + "2": { + "Dice": 2.495788357147314e-05, + "FN": 679.7933333333333, + "FP": 129.35333333333332, + "IoU": 1.2487512487512488e-05, + "TN": 86572.15333333335, + "TP": 0.03333333333333333, + "n_pred": 129.38666666666666, + "n_ref": 679.8266666666666 + }, + "3": { + "Dice": 0.08743383017250395, + "FN": 694.0066666666667, + "FP": 684.3666666666667, + "IoU": 0.07081440301483974, + "TN": 85691.64, + "TP": 311.32, + "n_pred": 995.6866666666667, + "n_ref": 1005.3266666666666 + }, + "4": { + "Dice": 0.04197054333169886, + "FN": 344.1066666666667, + "FP": 62.833333333333336, + "IoU": 0.02796393951884767, + "TN": 86916.17333333334, + "TP": 58.220000000000006, + "n_pred": 121.05333333333333, + "n_ref": 402.3266666666667 + }, + "5": { + "Dice": 0.0, + "FN": 256.7666666666667, + "FP": 0.82, + "IoU": 0.0, + "TN": 87123.74666666666, + "TP": 0.0, + "n_pred": 0.82, + "n_ref": 256.7666666666667 + }, + "6": { + "Dice": 0.3819324515029608, + "FN": 1785.1200000000001, + "FP": 2028.5133333333335, + "IoU": 0.32089425369460145, + "TN": 79818.27333333335, + "TP": 3749.426666666667, + "n_pred": 5777.9400000000005, + "n_ref": 5534.546666666667 + }, + "7": { + "Dice": 0.06597362461571982, + "FN": 1170.48, + "FP": 592.4133333333334, + "IoU": 0.044499156206566415, + "TN": 85435.50666666667, + "TP": 182.93333333333334, + "n_pred": 775.3466666666667, + "n_ref": 1353.4133333333334 + }, + "8": { + "Dice": 0.2227188358519025, + "FN": 399.3133333333334, + "FP": 307.6333333333333, + "IoU": 0.18513185460863574, + "TN": 86354.52666666666, + "TP": 319.86, + "n_pred": 627.4933333333333, + "n_ref": 719.1733333333334 + }, + "9": { + "Dice": 0.02308621236752552, + "FN": 504.83333333333337, + "FP": 291.82666666666665, + "IoU": 0.013741591167869766, + "TN": 86567.41333333333, + "TP": 17.26, + "n_pred": 309.0866666666667, + "n_ref": 522.0933333333332 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/loop_004/summary.json b/nnActive_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/loop_004/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1b688d514bb4f1f157cda2496b8107ee5ef5e163 --- /dev/null +++ b/nnActive_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/loop_004/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.27972778652959335, + "FN": 86397.85466666664, + "FP": 46318.64266666667, + "IoU": 0.20014748010394373, + "TN": 96224051.66666667, + "TP": 100192.67599999998, + "n_pred": 146511.3186666667, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.5320477330728436, + "FN": 100272.78, + "FP": 51581.68, + "IoU": 0.38735187163345614, + "TN": 96211091.02, + "TP": 94015.36, + "n_pred": 145597.04, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.09995119592180558, + "FN": 68604.14, + "FP": 9555.5, + "IoU": 0.05644597568661668, + "TN": 96373182.78, + "TP": 5618.42, + "n_pred": 15173.92, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.0, + "FN": 3700.38, + "FP": 0.0, + "IoU": 0.0, + "TN": 96453260.46, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.0, + "FN": 4236.66, + "FP": 0.0, + "IoU": 0.0, + "TN": 96452724.18, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.047476171896411935, + "FN": 55992.88, + "FP": 5345.92, + "IoU": 0.026003961039294542, + "TN": 96393756.78, + "TP": 1865.26, + "n_pred": 7211.18, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.5253154429110163, + "FN": 83524.5, + "FP": 19952.34, + "IoU": 0.38840175127218474, + "TN": 96298650.36, + "TP": 54833.64, + "n_pred": 74785.98, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.42308863221431653, + "FN": 29691.06, + "FP": 27583.68, + "IoU": 0.2918293948741597, + "TN": 96375330.12, + "TP": 24355.98, + "n_pred": 51939.66, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.11683063385282128, + "FN": 146597.2, + "FP": 2590.44, + "IoU": 0.06630607852827879, + "TN": 96297528.7, + "TP": 10244.5, + "n_pred": 12834.94, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.3086152108079935, + "FN": 101441.9, + "FP": 91855.38, + "IoU": 0.21078930286950542, + "TN": 96201702.88, + "TP": 61960.68, + "n_pred": 153816.06, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.35133481743762857, + "FN": 16787.1, + "FP": 9021.82, + "IoU": 0.24957039881534626, + "TN": 96421361.52, + "TP": 9790.4, + "n_pred": 18812.22, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.0, + "FN": 17152.16, + "FP": 0.0, + "IoU": 0.0, + "TN": 96439808.68, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.7869676232196445, + "FN": 243520.88, + "FP": 382281.82, + "IoU": 0.6574826097921548, + "TN": 94715455.4, + "TP": 1115702.74, + "n_pred": 1497984.56, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.2628222603550683, + "FN": 276946.64, + "FP": 70705.86, + "IoU": 0.15991794023140685, + "TN": 96047330.32, + "TP": 61978.02, + "n_pred": 132683.88, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.5545681950521111, + "FN": 79446.74, + "FP": 16500.42, + "IoU": 0.39895771922114487, + "TN": 96308091.24, + "TP": 52922.44, + "n_pred": 69422.86, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.1868988812022385, + "FN": 68052.8, + "FP": 7804.78, + "IoU": 0.10915519759560732, + "TN": 96371500.56, + "TP": 9602.7, + "n_pred": 17407.48, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.5195024855097874, + "FN": 29725, + "FP": 86750, + "IoU": 0.35089723584485066, + "TN": 119413880, + "TP": 62965, + "n_pred": 149715, + "n_ref": 92690 + }, + "10": { + "Dice": 0.001992007377805103, + "FN": 75254, + "FP": 5909, + "IoU": 0.0009969967012948648, + "TN": 119512076, + "TP": 81, + "n_pred": 5990, + "n_ref": 75335 + }, + "11": { + "Dice": 0.0, + "FN": 3546, + "FP": 0, + "IoU": 0.0, + "TN": 119589774, + "TP": 0, + "n_pred": 0, + "n_ref": 3546 + }, + "12": { + "Dice": 0.0, + "FN": 4465, + "FP": 0, + "IoU": 0.0, + "TN": 119588855, + "TP": 0, + "n_pred": 0, + "n_ref": 4465 + }, + "13": { + "Dice": 0.0, + "FN": 52757, + "FP": 205, + "IoU": 0.0, + "TN": 119540358, + "TP": 0, + "n_pred": 205, + "n_ref": 52757 + }, + "14": { + "Dice": 0.11319759820868254, + "FN": 232243, + "FP": 6572, + "IoU": 0.05999441070310993, + "TN": 119339263, + "TP": 15242, + "n_pred": 21814, + "n_ref": 247485 + }, + "15": { + "Dice": 0.22087283652935755, + "FN": 15367, + "FP": 108067, + "IoU": 0.1241467395160718, + "TN": 119452390, + "TP": 17496, + "n_pred": 125563, + "n_ref": 32863 + }, + "2": { + "Dice": 0.41809519712644916, + "FN": 101921, + "FP": 6297, + "IoU": 0.26429858254869304, + "TN": 119446225, + "TP": 38877, + "n_pred": 45174, + "n_ref": 140798 + }, + "3": { + "Dice": 0.6229213250906631, + "FN": 37773, + "FP": 122769, + "IoU": 0.45234984495833147, + "TN": 119300173, + "TP": 132605, + "n_pred": 255374, + "n_ref": 170378 + }, + "4": { + "Dice": 0.6675817176108951, + "FN": 37092, + "FP": 3353, + "IoU": 0.5010301392847009, + "TN": 119512263, + "TP": 40612, + "n_pred": 43965, + "n_ref": 77704 + }, + "5": { + "Dice": 0.0, + "FN": 64264, + "FP": 0, + "IoU": 0.0, + "TN": 119529056, + "TP": 0, + "n_pred": 0, + "n_ref": 64264 + }, + "6": { + "Dice": 0.8960271054999411, + "FN": 119878, + "FP": 126599, + "IoU": 0.8116386824023544, + "TN": 118284787, + "TP": 1062056, + "n_pred": 1188655, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 108453, + "IoU": 0.0, + "TN": 119484867, + "TP": 0, + "n_pred": 108453, + "n_ref": 0 + }, + "8": { + "Dice": 0.40300169794117807, + "FN": 212689, + "FP": 6007, + "IoU": 0.2523494842928984, + "TN": 119300809, + "TP": 73815, + "n_pred": 79822, + "n_ref": 286504 + }, + "9": { + "Dice": 0.11654955173249333, + "FN": 71724, + "FP": 1196, + "IoU": 0.061880869677087356, + "TN": 119515590, + "TP": 4810, + "n_pred": 6006, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7043700854910222, + "FN": 73545, + "FP": 23003, + "IoU": 0.5436506811113316, + "TN": 72614094, + "TP": 115018, + "n_pred": 138021, + "n_ref": 188563 + }, + "10": { + "Dice": 0.07329554075116206, + "FN": 65794, + "FP": 1393, + "IoU": 0.03804192199759464, + "TN": 72755816, + "TP": 2657, + "n_pred": 4050, + "n_ref": 68451 + }, + "11": { + "Dice": 0.0, + "FN": 2247, + "FP": 0, + "IoU": 0.0, + "TN": 72823413, + "TP": 0, + "n_pred": 0, + "n_ref": 2247 + }, + "12": { + "Dice": 0.0, + "FN": 2874, + "FP": 0, + "IoU": 0.0, + "TN": 72822786, + "TP": 0, + "n_pred": 0, + "n_ref": 2874 + }, + "13": { + "Dice": 0.0, + "FN": 50183, + "FP": 0, + "IoU": 0.0, + "TN": 72775477, + "TP": 0, + "n_pred": 0, + "n_ref": 50183 + }, + "14": { + "Dice": 0.7051900003457695, + "FN": 25901, + "FP": 16730, + "IoU": 0.5446281697964067, + "TN": 72732042, + "TP": 50987, + "n_pred": 67717, + "n_ref": 76888 + }, + "15": { + "Dice": 0.4068628518736341, + "FN": 14463, + "FP": 67228, + "IoU": 0.2553846995232843, + "TN": 72715951, + "TP": 28018, + "n_pred": 95246, + "n_ref": 42481 + }, + "2": { + "Dice": 0.05424468889075489, + "FN": 131967, + "FP": 3189, + "IoU": 0.02787847402036941, + "TN": 72686628, + "TP": 3876, + "n_pred": 7065, + "n_ref": 135843 + }, + "3": { + "Dice": 0.5817019662490618, + "FN": 19031, + "FP": 136460, + "IoU": 0.41014085361921343, + "TN": 72562053, + "TP": 108116, + "n_pred": 244576, + "n_ref": 127147 + }, + "4": { + "Dice": 0.20365682137834037, + "FN": 22666, + "FP": 11306, + "IoU": 0.11337300344503602, + "TN": 72787344, + "TP": 4344, + "n_pred": 15650, + "n_ref": 27010 + }, + "5": { + "Dice": 0.0, + "FN": 8639, + "FP": 0, + "IoU": 0.0, + "TN": 72817021, + "TP": 0, + "n_pred": 0, + "n_ref": 8639 + }, + "6": { + "Dice": 0.8192199521498242, + "FN": 169941, + "FP": 288109, + "IoU": 0.6937955579799665, + "TN": 71329764, + "TP": 1037846, + "n_pred": 1325955, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.24340557429698878, + "FN": 199774, + "FP": 43344, + "IoU": 0.13856674639029143, + "TN": 72543435, + "TP": 39107, + "n_pred": 82451, + "n_ref": 238881 + }, + "8": { + "Dice": 0.8043064316719459, + "FN": 13631, + "FP": 8054, + "IoU": 0.6726693636034295, + "TN": 72759412, + "TP": 44563, + "n_pred": 52617, + "n_ref": 58194 + }, + "9": { + "Dice": 0.028514831497533342, + "FN": 76855, + "FP": 142, + "IoU": 0.014463629731078884, + "TN": 72747533, + "TP": 1130, + "n_pred": 1272, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.27831621308792037, + "FN": 215918, + "FP": 12907, + "IoU": 0.16165350176590412, + "TN": 71536540, + "TP": 44123, + "n_pred": 57030, + "n_ref": 260041 + }, + "10": { + "Dice": 0.053765701371734906, + "FN": 90649, + "FP": 17375, + "IoU": 0.027625502956981986, + "TN": 71698395, + "TP": 3069, + "n_pred": 20444, + "n_ref": 93718 + }, + "11": { + "Dice": 0.0, + "FN": 3369, + "FP": 0, + "IoU": 0.0, + "TN": 71806119, + "TP": 0, + "n_pred": 0, + "n_ref": 3369 + }, + "12": { + "Dice": 0.0, + "FN": 6509, + "FP": 0, + "IoU": 0.0, + "TN": 71802979, + "TP": 0, + "n_pred": 0, + "n_ref": 6509 + }, + "13": { + "Dice": 0.18444995864350702, + "FN": 56319, + "FP": 10729, + "IoU": 0.10159453302961276, + "TN": 71734858, + "TP": 7582, + "n_pred": 18311, + "n_ref": 63901 + }, + "14": { + "Dice": 0.49608644515048866, + "FN": 349871, + "FP": 166, + "IoU": 0.32986367038904, + "TN": 71287151, + "TP": 172300, + "n_pred": 172466, + "n_ref": 522171 + }, + "15": { + "Dice": 0.22090141204533073, + "FN": 158159, + "FP": 580, + "IoU": 0.12416479533002654, + "TN": 71628245, + "TP": 22504, + "n_pred": 23084, + "n_ref": 180663 + }, + "2": { + "Dice": 0.0019573993774382537, + "FN": 146730, + "FP": 116, + "IoU": 0.000979658480168719, + "TN": 71662498, + "TP": 144, + "n_pred": 260, + "n_ref": 146874 + }, + "3": { + "Dice": 0.5966830638923346, + "FN": 38043, + "FP": 160616, + "IoU": 0.42519479993402987, + "TN": 71463877, + "TP": 146952, + "n_pred": 307568, + "n_ref": 184995 + }, + "4": { + "Dice": 0.5233792493365348, + "FN": 5692, + "FP": 9394, + "IoU": 0.35444392143437886, + "TN": 71786119, + "TP": 8283, + "n_pred": 17677, + "n_ref": 13975 + }, + "5": { + "Dice": 0.0, + "FN": 10343, + "FP": 0, + "IoU": 0.0, + "TN": 71799145, + "TP": 0, + "n_pred": 0, + "n_ref": 10343 + }, + "6": { + "Dice": 0.7885136615442396, + "FN": 114474, + "FP": 493674, + "IoU": 0.6508646746684165, + "TN": 70067619, + "TP": 1133721, + "n_pred": 1627395, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.5375142262862525, + "FN": 132417, + "FP": 44352, + "IoU": 0.3675346700442231, + "TN": 71529996, + "TP": 102723, + "n_pred": 147075, + "n_ref": 235140 + }, + "8": { + "Dice": 0.7085772526037519, + "FN": 25617, + "FP": 20132, + "IoU": 0.5486795505440627, + "TN": 71708121, + "TP": 55618, + "n_pred": 75750, + "n_ref": 81235 + }, + "9": { + "Dice": 0.29953835722048316, + "FN": 72032, + "FP": 3379, + "IoU": 0.17615119899492, + "TN": 71717953, + "TP": 16124, + "n_pred": 19503, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8582090430729026, + "FN": 31934, + "FP": 28291, + "IoU": 0.7516341216982494, + "TN": 135203025, + "TP": 182260, + "n_pred": 210551, + "n_ref": 214194 + }, + "10": { + "Dice": 0.2843862830629483, + "FN": 67728, + "FP": 19876, + "IoU": 0.16576358667187246, + "TN": 135340499, + "TP": 17407, + "n_pred": 37283, + "n_ref": 85135 + }, + "11": { + "Dice": 0.0, + "FN": 3547, + "FP": 0, + "IoU": 0.0, + "TN": 135441963, + "TP": 0, + "n_pred": 0, + "n_ref": 3547 + }, + "12": { + "Dice": 0.0, + "FN": 5508, + "FP": 0, + "IoU": 0.0, + "TN": 135440002, + "TP": 0, + "n_pred": 0, + "n_ref": 5508 + }, + "13": { + "Dice": 0.029816374765165746, + "FN": 39835, + "FP": 8192, + "IoU": 0.015133804983082129, + "TN": 135396745, + "TP": 738, + "n_pred": 8930, + "n_ref": 40573 + }, + "14": { + "Dice": 0.6107179237344436, + "FN": 74068, + "FP": 13828, + "IoU": 0.43959245870073893, + "TN": 135288667, + "TP": 68947, + "n_pred": 82775, + "n_ref": 143015 + }, + "15": { + "Dice": 0.11305346433584279, + "FN": 45540, + "FP": 44823, + "IoU": 0.059913443332431704, + "TN": 135349388, + "TP": 5759, + "n_pred": 50582, + "n_ref": 51299 + }, + "2": { + "Dice": 0.11388963420087649, + "FN": 196805, + "FP": 1347, + "IoU": 0.060383335072029434, + "TN": 135234624, + "TP": 12734, + "n_pred": 14081, + "n_ref": 209539 + }, + "3": { + "Dice": 0.5069654062304007, + "FN": 62775, + "FP": 256387, + "IoU": 0.33955369041411104, + "TN": 134962258, + "TP": 164090, + "n_pred": 420477, + "n_ref": 226865 + }, + "4": { + "Dice": 0.7212674396294164, + "FN": 10527, + "FP": 9811, + "IoU": 0.5640487010203207, + "TN": 135398858, + "TP": 26314, + "n_pred": 36125, + "n_ref": 36841 + }, + "5": { + "Dice": 0.0, + "FN": 28044, + "FP": 0, + "IoU": 0.0, + "TN": 135417466, + "TP": 0, + "n_pred": 0, + "n_ref": 28044 + }, + "6": { + "Dice": 0.8830022983815676, + "FN": 203822, + "FP": 182695, + "IoU": 0.7905139796636773, + "TN": 133600437, + "TP": 1458556, + "n_pred": 1641251, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.2543924634837366, + "FN": 148149, + "FP": 149757, + "IoU": 0.14573290855024132, + "TN": 135096783, + "TP": 50821, + "n_pred": 200578, + "n_ref": 198970 + }, + "8": { + "Dice": 0.39161731740329364, + "FN": 215993, + "FP": 12796, + "IoU": 0.2434851616103166, + "TN": 135143085, + "TP": 73636, + "n_pred": 86432, + "n_ref": 289629 + }, + "9": { + "Dice": 0.24911663914487117, + "FN": 84004, + "FP": 574, + "IoU": 0.14228054518903133, + "TN": 135346902, + "TP": 14030, + "n_pred": 14604, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.29610411963025585, + "FN": 197721, + "FP": 80377, + "IoU": 0.17378064178780775, + "TN": 105417414, + "TP": 58493, + "n_pred": 138870, + "n_ref": 256214 + }, + "10": { + "Dice": 0.008969570807567502, + "FN": 60192, + "FP": 4554, + "IoU": 0.004504989314103845, + "TN": 105688966, + "TP": 293, + "n_pred": 4847, + "n_ref": 60485 + }, + "11": { + "Dice": 0.0, + "FN": 2469, + "FP": 0, + "IoU": 0.0, + "TN": 105751536, + "TP": 0, + "n_pred": 0, + "n_ref": 2469 + }, + "12": { + "Dice": 0.0, + "FN": 4404, + "FP": 0, + "IoU": 0.0, + "TN": 105749601, + "TP": 0, + "n_pred": 0, + "n_ref": 4404 + }, + "13": { + "Dice": 0.0007540469211777726, + "FN": 80871, + "FP": 1290, + "IoU": 0.00037716566089157096, + "TN": 105671813, + "TP": 31, + "n_pred": 1321, + "n_ref": 80902 + }, + "14": { + "Dice": 0.713599929395226, + "FN": 83703, + "FP": 7160, + "IoU": 0.5547262828271938, + "TN": 105549944, + "TP": 113198, + "n_pred": 120358, + "n_ref": 196901 + }, + "15": { + "Dice": 0.6454773402674592, + "FN": 14031, + "FP": 1239, + "IoU": 0.4765349148126564, + "TN": 105724834, + "TP": 13901, + "n_pred": 15140, + "n_ref": 27932 + }, + "2": { + "Dice": 1.3081214721599048e-05, + "FN": 152889, + "FP": 0, + "IoU": 6.540650140623978e-06, + "TN": 105601115, + "TP": 1, + "n_pred": 1, + "n_ref": 152890 + }, + "3": { + "Dice": 0.09195927563339568, + "FN": 162807, + "FP": 8079, + "IoU": 0.04819565665398604, + "TN": 105574466, + "TP": 8653, + "n_pred": 16732, + "n_ref": 171460 + }, + "4": { + "Dice": 0.3103851096141116, + "FN": 32883, + "FP": 2537, + "IoU": 0.18370168929040584, + "TN": 105710614, + "TP": 7971, + "n_pred": 10508, + "n_ref": 40854 + }, + "5": { + "Dice": 0.0, + "FN": 12365, + "FP": 0, + "IoU": 0.0, + "TN": 105741640, + "TP": 0, + "n_pred": 0, + "n_ref": 12365 + }, + "6": { + "Dice": 0.799929190138047, + "FN": 298467, + "FP": 320875, + "IoU": 0.6665683254391169, + "TN": 103896527, + "TP": 1238136, + "n_pred": 1559011, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.33129879724971545, + "FN": 193721, + "FP": 107674, + "IoU": 0.19853692003318654, + "TN": 105377949, + "TP": 74661, + "n_pred": 182335, + "n_ref": 268382 + }, + "8": { + "Dice": 0.611409405845923, + "FN": 47105, + "FP": 5727, + "IoU": 0.4403093384183484, + "TN": 105659610, + "TP": 41563, + "n_pred": 47290, + "n_ref": 88668 + }, + "9": { + "Dice": 0.19902545743834527, + "FN": 64800, + "FP": 15746, + "IoU": 0.11050986714962509, + "TN": 105663452, + "TP": 10007, + "n_pred": 25753, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4337930522197737, + "FN": 165655, + "FP": 63019, + "IoU": 0.2769704558101887, + "TN": 96821608, + "TP": 87598, + "n_pred": 150617, + "n_ref": 253253 + }, + "10": { + "Dice": 0.4642578659024395, + "FN": 66729, + "FP": 39079, + "IoU": 0.3023019656716319, + "TN": 96986227, + "TP": 45845, + "n_pred": 84924, + "n_ref": 112574 + }, + "11": { + "Dice": 0.0, + "FN": 3561, + "FP": 0, + "IoU": 0.0, + "TN": 97134319, + "TP": 0, + "n_pred": 0, + "n_ref": 3561 + }, + "12": { + "Dice": 0.0, + "FN": 4518, + "FP": 0, + "IoU": 0.0, + "TN": 97133362, + "TP": 0, + "n_pred": 0, + "n_ref": 4518 + }, + "13": { + "Dice": 0.16981977496763914, + "FN": 43075, + "FP": 23625, + "IoU": 0.09278855308615108, + "TN": 97064358, + "TP": 6822, + "n_pred": 30447, + "n_ref": 49897 + }, + "14": { + "Dice": 0.5890453984072228, + "FN": 153814, + "FP": 580, + "IoU": 0.4174800505574525, + "TN": 96872835, + "TP": 110651, + "n_pred": 111231, + "n_ref": 264465 + }, + "15": { + "Dice": 0.37416046797140173, + "FN": 12010, + "FP": 22654, + "IoU": 0.23013370052858348, + "TN": 97092854, + "TP": 10362, + "n_pred": 33016, + "n_ref": 22372 + }, + "2": { + "Dice": 0.3218845553069459, + "FN": 111317, + "FP": 1122, + "IoU": 0.19181311769991016, + "TN": 96998755, + "TP": 26686, + "n_pred": 27808, + "n_ref": 138003 + }, + "3": { + "Dice": 0.07747206473514677, + "FN": 149540, + "FP": 62968, + "IoU": 0.040296977387989937, + "TN": 96916449, + "TP": 8923, + "n_pred": 71891, + "n_ref": 158463 + }, + "4": { + "Dice": 0.48917989124403505, + "FN": 14272, + "FP": 13346, + "IoU": 0.3237843396503599, + "TN": 97097038, + "TP": 13224, + "n_pred": 26570, + "n_ref": 27496 + }, + "5": { + "Dice": 0.0, + "FN": 14633, + "FP": 0, + "IoU": 0.0, + "TN": 97123247, + "TP": 0, + "n_pred": 0, + "n_ref": 14633 + }, + "6": { + "Dice": 0.7853922965119794, + "FN": 201301, + "FP": 508623, + "IoU": 0.6466221927100807, + "TN": 95128914, + "TP": 1299042, + "n_pred": 1807665, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.4773568144322852, + "FN": 156452, + "FP": 57700, + "IoU": 0.3135053694502324, + "TN": 96825930, + "TP": 97798, + "n_pred": 155498, + "n_ref": 254250 + }, + "8": { + "Dice": 0.7093804625668684, + "FN": 47298, + "FP": 18872, + "IoU": 0.5496433627354895, + "TN": 96990952, + "TP": 80758, + "n_pred": 99630, + "n_ref": 128056 + }, + "9": { + "Dice": 0.32573783193632455, + "FN": 50082, + "FP": 26498, + "IoU": 0.19455604871789478, + "TN": 97042802, + "TP": 18498, + "n_pred": 44996, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6785074888685952, + "FN": 42000, + "FP": 82624, + "IoU": 0.513440282977984, + "TN": 130510659, + "TP": 131509, + "n_pred": 214133, + "n_ref": 173509 + }, + "10": { + "Dice": 0.0, + "FN": 77248, + "FP": 11273, + "IoU": 0.0, + "TN": 130678271, + "TP": 0, + "n_pred": 11273, + "n_ref": 77248 + }, + "11": { + "Dice": 0.0, + "FN": 4049, + "FP": 0, + "IoU": 0.0, + "TN": 130762743, + "TP": 0, + "n_pred": 0, + "n_ref": 4049 + }, + "12": { + "Dice": 0.0, + "FN": 3328, + "FP": 0, + "IoU": 0.0, + "TN": 130763464, + "TP": 0, + "n_pred": 0, + "n_ref": 3328 + }, + "13": { + "Dice": 0.0028427368074569474, + "FN": 61272, + "FP": 5375, + "IoU": 0.0014233915675286926, + "TN": 130700050, + "TP": 95, + "n_pred": 5470, + "n_ref": 61367 + }, + "14": { + "Dice": 0.8097485194153514, + "FN": 48404, + "FP": 3766, + "IoU": 0.6803171704668706, + "TN": 130603599, + "TP": 111023, + "n_pred": 114789, + "n_ref": 159427 + }, + "15": { + "Dice": 0.48300479730805085, + "FN": 18168, + "FP": 4571, + "IoU": 0.31839573154281947, + "TN": 130733431, + "TP": 10622, + "n_pred": 15193, + "n_ref": 28790 + }, + "2": { + "Dice": 0.0901865554381053, + "FN": 158439, + "FP": 792, + "IoU": 0.047222704235802375, + "TN": 130599669, + "TP": 7892, + "n_pred": 8684, + "n_ref": 166331 + }, + "3": { + "Dice": 0.5117646161240854, + "FN": 31896, + "FP": 224078, + "IoU": 0.3438734367350287, + "TN": 130376663, + "TP": 134155, + "n_pred": 358233, + "n_ref": 166051 + }, + "4": { + "Dice": 0.5538358571070024, + "FN": 16696, + "FP": 4636, + "IoU": 0.38296887654749506, + "TN": 130732220, + "TP": 13240, + "n_pred": 17876, + "n_ref": 29936 + }, + "5": { + "Dice": 0.0, + "FN": 31309, + "FP": 0, + "IoU": 0.0, + "TN": 130735483, + "TP": 0, + "n_pred": 0, + "n_ref": 31309 + }, + "6": { + "Dice": 0.8296240130920084, + "FN": 158702, + "FP": 325305, + "IoU": 0.7088525588121356, + "TN": 129104380, + "TP": 1178405, + "n_pred": 1503710, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.3341371423425158, + "FN": 337958, + "FP": 90869, + "IoU": 0.20057902174034623, + "TN": 130230370, + "TP": 107595, + "n_pred": 198464, + "n_ref": 445553 + }, + "8": { + "Dice": 0.5489711958998753, + "FN": 139279, + "FP": 10150, + "IoU": 0.37833239033481997, + "TN": 130526424, + "TP": 90939, + "n_pred": 101089, + "n_ref": 230218 + }, + "9": { + "Dice": 0.26595780252114887, + "FN": 86121, + "FP": 1691, + "IoU": 0.15337446972618587, + "TN": 130663072, + "TP": 15908, + "n_pred": 17599, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5960352030479462, + "FN": 70371, + "FP": 106486, + "IoU": 0.4245371424852764, + "TN": 71928678, + "TP": 130473, + "n_pred": 236959, + "n_ref": 200844 + }, + "10": { + "Dice": 0.0060855611735141845, + "FN": 62462, + "FP": 3194, + "IoU": 0.0030520673580636836, + "TN": 72170151, + "TP": 201, + "n_pred": 3395, + "n_ref": 62663 + }, + "11": { + "Dice": 0.0, + "FN": 2687, + "FP": 0, + "IoU": 0.0, + "TN": 72233321, + "TP": 0, + "n_pred": 0, + "n_ref": 2687 + }, + "12": { + "Dice": 0.0, + "FN": 4071, + "FP": 0, + "IoU": 0.0, + "TN": 72231937, + "TP": 0, + "n_pred": 0, + "n_ref": 4071 + }, + "13": { + "Dice": 0.1105515673178804, + "FN": 65795, + "FP": 8916, + "IoU": 0.05850996799153162, + "TN": 72156654, + "TP": 4643, + "n_pred": 13559, + "n_ref": 70438 + }, + "14": { + "Dice": 0.09832018561484919, + "FN": 63251, + "FP": 131061, + "IoU": 0.05170175592710804, + "TN": 72031102, + "TP": 10594, + "n_pred": 141655, + "n_ref": 73845 + }, + "15": { + "Dice": 0.006266818501621104, + "FN": 27884, + "FP": 109121, + "IoU": 0.003143258365651171, + "TN": 72098571, + "TP": 432, + "n_pred": 109553, + "n_ref": 28316 + }, + "2": { + "Dice": 0.039806403574087865, + "FN": 124622, + "FP": 4332, + "IoU": 0.020307383743456888, + "TN": 72104381, + "TP": 2673, + "n_pred": 7005, + "n_ref": 127295 + }, + "3": { + "Dice": 0.16782591928968146, + "FN": 150403, + "FP": 26548, + "IoU": 0.0915993305748637, + "TN": 72041214, + "TP": 17843, + "n_pred": 44391, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 7462, + "IoU": 0.0, + "TN": 72228546, + "TP": 0, + "n_pred": 7462, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 8227, + "FP": 0, + "IoU": 0.0, + "TN": 72227781, + "TP": 0, + "n_pred": 0, + "n_ref": 8227 + }, + "6": { + "Dice": 0.6239399375815264, + "FN": 262887, + "FP": 1242595, + "IoU": 0.4534249300753124, + "TN": 69481616, + "TP": 1248910, + "n_pred": 2491505, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.15352875690341844, + "FN": 296992, + "FP": 169103, + "IoU": 0.08314711505928822, + "TN": 71727644, + "TP": 42269, + "n_pred": 211372, + "n_ref": 339261 + }, + "8": { + "Dice": 0.6792999546694872, + "FN": 29366, + "FP": 6715, + "IoU": 0.5143483996015829, + "TN": 72161714, + "TP": 38213, + "n_pred": 44928, + "n_ref": 67579 + }, + "9": { + "Dice": 0.02490104103091705, + "FN": 48906, + "FP": 7013, + "IoU": 0.012607490332491656, + "TN": 72179375, + "TP": 714, + "n_pred": 7727, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3136379129985073, + "FN": 48966, + "FP": 126219, + "IoU": 0.185984917127842, + "TN": 52337909, + "TP": 40026, + "n_pred": 166245, + "n_ref": 88992 + }, + "10": { + "Dice": 0.0, + "FN": 47184, + "FP": 0, + "IoU": 0.0, + "TN": 52505936, + "TP": 0, + "n_pred": 0, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0, + "FN": 2042, + "FP": 0, + "IoU": 0.0, + "TN": 52551078, + "TP": 0, + "n_pred": 0, + "n_ref": 2042 + }, + "12": { + "Dice": 0.0, + "FN": 4066, + "FP": 0, + "IoU": 0.0, + "TN": 52549054, + "TP": 0, + "n_pred": 0, + "n_ref": 4066 + }, + "13": { + "Dice": 0.0, + "FN": 21615, + "FP": 0, + "IoU": 0.0, + "TN": 52531505, + "TP": 0, + "n_pred": 0, + "n_ref": 21615 + }, + "14": { + "Dice": 0.01709744397508413, + "FN": 55240, + "FP": 13401, + "IoU": 0.008622432768133107, + "TN": 52483882, + "TP": 597, + "n_pred": 13998, + "n_ref": 55837 + }, + "15": { + "Dice": 0.08831689272503082, + "FN": 22404, + "FP": 36746, + "IoU": 0.04619850036281545, + "TN": 52491105, + "TP": 2865, + "n_pred": 39611, + "n_ref": 25269 + }, + "2": { + "Dice": 0.0, + "FN": 135076, + "FP": 0, + "IoU": 0.0, + "TN": 52418044, + "TP": 0, + "n_pred": 0, + "n_ref": 135076 + }, + "3": { + "Dice": 0.43235286346771545, + "FN": 85819, + "FP": 64574, + "IoU": 0.2757973101166772, + "TN": 52345453, + "TP": 57274, + "n_pred": 121848, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 0, + "IoU": 0.0, + "TN": 52551240, + "TP": 0, + "n_pred": 0, + "n_ref": 1880 + }, + "5": { + "Dice": 0.0, + "FN": 6282, + "FP": 0, + "IoU": 0.0, + "TN": 52546838, + "TP": 0, + "n_pred": 0, + "n_ref": 6282 + }, + "6": { + "Dice": 0.7310367098881042, + "FN": 258956, + "FP": 119169, + "IoU": 0.5760897226771959, + "TN": 51661127, + "TP": 513868, + "n_pred": 633037, + "n_ref": 772824 + }, + "7": { + "Dice": 0.0124889675684776, + "FN": 191840, + "FP": 1725, + "IoU": 0.006283722386787755, + "TN": 52358331, + "TP": 1224, + "n_pred": 2949, + "n_ref": 193064 + }, + "8": { + "Dice": 0.5037911688067795, + "FN": 38071, + "FP": 4205, + "IoU": 0.3367118000533442, + "TN": 52489383, + "TP": 21461, + "n_pred": 25666, + "n_ref": 59532 + }, + "9": { + "Dice": 0.15576542441893343, + "FN": 71204, + "FP": 3439, + "IoU": 0.08446074402973175, + "TN": 52471591, + "TP": 6886, + "n_pred": 10325, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.48492899611631113, + "FN": 161491, + "FP": 117285, + "IoU": 0.3200701451438634, + "TN": 143727243, + "TP": 131231, + "n_pred": 248516, + "n_ref": 292722 + }, + "10": { + "Dice": 0.3187616664357154, + "FN": 78726, + "FP": 4849, + "IoU": 0.18959933286789232, + "TN": 144034122, + "TP": 19553, + "n_pred": 24402, + "n_ref": 98279 + }, + "11": { + "Dice": 0.0, + "FN": 6619, + "FP": 0, + "IoU": 0.0, + "TN": 144130631, + "TP": 0, + "n_pred": 0, + "n_ref": 6619 + }, + "12": { + "Dice": 0.0, + "FN": 5646, + "FP": 0, + "IoU": 0.0, + "TN": 144131604, + "TP": 0, + "n_pred": 0, + "n_ref": 5646 + }, + "13": { + "Dice": 0.036688013050797455, + "FN": 102187, + "FP": 8827, + "IoU": 0.01868679725620536, + "TN": 144024122, + "TP": 2114, + "n_pred": 10941, + "n_ref": 104301 + }, + "14": { + "Dice": 0.6039254407171589, + "FN": 232104, + "FP": 1357, + "IoU": 0.4325882430143225, + "TN": 143725801, + "TP": 177988, + "n_pred": 179345, + "n_ref": 410092 + }, + "15": { + "Dice": 0.2075037357134203, + "FN": 17528, + "FP": 21718, + "IoU": 0.11576243691420332, + "TN": 144092866, + "TP": 5138, + "n_pred": 26856, + "n_ref": 22666 + }, + "2": { + "Dice": 0.20402712275563067, + "FN": 122225, + "FP": 1150, + "IoU": 0.1136025634577942, + "TN": 143998063, + "TP": 15812, + "n_pred": 16962, + "n_ref": 138037 + }, + "3": { + "Dice": 0.6081038840758678, + "FN": 16616, + "FP": 186492, + "IoU": 0.4368888432971341, + "TN": 143776561, + "TP": 157581, + "n_pred": 344073, + "n_ref": 174197 + }, + "4": { + "Dice": 0.7627614631633178, + "FN": 14157, + "FP": 8867, + "IoU": 0.6165031563868948, + "TN": 144077213, + "TP": 37013, + "n_pred": 45880, + "n_ref": 51170 + }, + "5": { + "Dice": 0.0, + "FN": 32132, + "FP": 0, + "IoU": 0.0, + "TN": 144105118, + "TP": 0, + "n_pred": 0, + "n_ref": 32132 + }, + "6": { + "Dice": 0.7548905283751878, + "FN": 141228, + "FP": 649315, + "IoU": 0.6062844637990661, + "TN": 142129346, + "TP": 1217361, + "n_pred": 1866676, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.3084470017373158, + "FN": 188164, + "FP": 84904, + "IoU": 0.18234545536208885, + "TN": 143803285, + "TP": 60897, + "n_pred": 145801, + "n_ref": 249061 + }, + "8": { + "Dice": 0.6027157647820108, + "FN": 109895, + "FP": 47277, + "IoU": 0.4313480032128049, + "TN": 143860856, + "TP": 119222, + "n_pred": 166499, + "n_ref": 229117 + }, + "9": { + "Dice": 0.09529035554125906, + "FN": 89424, + "FP": 6202, + "IoU": 0.05002880928254952, + "TN": 144036588, + "TP": 5036, + "n_pred": 11238, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6719141884044733, + "FN": 85285, + "FP": 40426, + "IoU": 0.5059267876653645, + "TN": 111524482, + "TP": 128727, + "n_pred": 169153, + "n_ref": 214012 + }, + "10": { + "Dice": 0.06291727140783744, + "FN": 44268, + "FP": 7384, + "IoU": 0.032480425579740006, + "TN": 111725534, + "TP": 1734, + "n_pred": 9118, + "n_ref": 46002 + }, + "11": { + "Dice": 0.0, + "FN": 3795, + "FP": 0, + "IoU": 0.0, + "TN": 111775125, + "TP": 0, + "n_pred": 0, + "n_ref": 3795 + }, + "12": { + "Dice": 0.0, + "FN": 4660, + "FP": 0, + "IoU": 0.0, + "TN": 111774260, + "TP": 0, + "n_pred": 0, + "n_ref": 4660 + }, + "13": { + "Dice": 0.013172214508199798, + "FN": 52592, + "FP": 0, + "IoU": 0.006629771641199026, + "TN": 111725977, + "TP": 351, + "n_pred": 351, + "n_ref": 52943 + }, + "14": { + "Dice": 0.7830103501431402, + "FN": 20863, + "FP": 18551, + "IoU": 0.6433993503849738, + "TN": 111668393, + "TP": 71113, + "n_pred": 89664, + "n_ref": 91976 + }, + "15": { + "Dice": 0.2520554180535404, + "FN": 6302, + "FP": 19989, + "IoU": 0.1442010351225546, + "TN": 111748199, + "TP": 4430, + "n_pred": 24419, + "n_ref": 10732 + }, + "2": { + "Dice": 0.10883154717601451, + "FN": 194392, + "FP": 773, + "IoU": 0.05754725181329135, + "TN": 111571838, + "TP": 11917, + "n_pred": 12690, + "n_ref": 206309 + }, + "3": { + "Dice": 0.12673328616908383, + "FN": 49108, + "FP": 148390, + "IoU": 0.06765362627402291, + "TN": 111567091, + "TP": 14331, + "n_pred": 162721, + "n_ref": 63439 + }, + "4": { + "Dice": 0.7498253720917737, + "FN": 4724, + "FP": 4588, + "IoU": 0.5997765074998925, + "TN": 111755653, + "TP": 13955, + "n_pred": 18543, + "n_ref": 18679 + }, + "5": { + "Dice": 0.0, + "FN": 26416, + "FP": 0, + "IoU": 0.0, + "TN": 111752504, + "TP": 0, + "n_pred": 0, + "n_ref": 26416 + }, + "6": { + "Dice": 0.830033333378691, + "FN": 319775, + "FP": 54950, + "IoU": 0.7094504117589134, + "TN": 110489209, + "TP": 914986, + "n_pred": 969936, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.08049198045085455, + "FN": 225768, + "FP": 62655, + "IoU": 0.04193365155606932, + "TN": 111477873, + "TP": 12624, + "n_pred": 75279, + "n_ref": 238392 + }, + "8": { + "Dice": 0.2094264658763217, + "FN": 244565, + "FP": 2173, + "IoU": 0.11696055028469789, + "TN": 111499501, + "TP": 32681, + "n_pred": 34854, + "n_ref": 277246 + }, + "9": { + "Dice": 0.10645406576188392, + "FN": 75719, + "FP": 1839, + "IoU": 0.056219426123780086, + "TN": 111696742, + "TP": 4620, + "n_pred": 6459, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.196336555738703, + "FN": 138961, + "FP": 77517, + "IoU": 0.10885431889379675, + "TN": 198844954, + "TP": 26443, + "n_pred": 103960, + "n_ref": 165404 + }, + "10": { + "Dice": 0.00034533096833942896, + "FN": 63116, + "FP": 569, + "IoU": 0.00017269530268776689, + "TN": 199024179, + "TP": 11, + "n_pred": 580, + "n_ref": 63127 + }, + "11": { + "Dice": 0.0, + "FN": 4435, + "FP": 0, + "IoU": 0.0, + "TN": 199083440, + "TP": 0, + "n_pred": 0, + "n_ref": 4435 + }, + "12": { + "Dice": 0.0, + "FN": 3335, + "FP": 0, + "IoU": 0.0, + "TN": 199084540, + "TP": 0, + "n_pred": 0, + "n_ref": 3335 + }, + "13": { + "Dice": 0.0, + "FN": 35594, + "FP": 0, + "IoU": 0.0, + "TN": 199052281, + "TP": 0, + "n_pred": 0, + "n_ref": 35594 + }, + "14": { + "Dice": 0.365434505746765, + "FN": 35327, + "FP": 5032, + "IoU": 0.22356675644478646, + "TN": 199035895, + "TP": 11621, + "n_pred": 16653, + "n_ref": 46948 + }, + "15": { + "Dice": 0.28203710529549086, + "FN": 115611, + "FP": 1259, + "IoU": 0.16416949758626856, + "TN": 198948050, + "TP": 22955, + "n_pred": 24214, + "n_ref": 138566 + }, + "2": { + "Dice": 0.13600755138177884, + "FN": 119708, + "FP": 5691, + "IoU": 0.07296572015761187, + "TN": 198952606, + "TP": 9870, + "n_pred": 15561, + "n_ref": 129578 + }, + "3": { + "Dice": 0.6252071107817633, + "FN": 19026, + "FP": 124613, + "IoU": 0.4547645799486798, + "TN": 198824431, + "TP": 119805, + "n_pred": 244418, + "n_ref": 138831 + }, + "4": { + "Dice": 0.03262455999771056, + "FN": 16550, + "FP": 17253, + "IoU": 0.016582782998283536, + "TN": 199053502, + "TP": 570, + "n_pred": 17823, + "n_ref": 17120 + }, + "5": { + "Dice": 0.0, + "FN": 20068, + "FP": 0, + "IoU": 0.0, + "TN": 199067807, + "TP": 0, + "n_pred": 0, + "n_ref": 20068 + }, + "6": { + "Dice": 0.7040546088451584, + "FN": 205797, + "FP": 592194, + "IoU": 0.5432749046761622, + "TN": 197340673, + "TP": 949211, + "n_pred": 1541405, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.39463976864199035, + "FN": 114078, + "FP": 15075, + "IoU": 0.2458263017442234, + "TN": 198916624, + "TP": 42098, + "n_pred": 57173, + "n_ref": 156176 + }, + "8": { + "Dice": 0.6317898507693274, + "FN": 52924, + "FP": 23343, + "IoU": 0.4617637510762326, + "TN": 198946177, + "TP": 65431, + "n_pred": 88774, + "n_ref": 118355 + }, + "9": { + "Dice": 0.043688316571106306, + "FN": 101075, + "FP": 667, + "IoU": 0.022331981627044376, + "TN": 198983809, + "TP": 2324, + "n_pred": 2991, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6509676552948725, + "FN": 53496, + "FP": 86852, + "IoU": 0.4825441419917634, + "TN": 130803965, + "TP": 130879, + "n_pred": 217731, + "n_ref": 184375 + }, + "10": { + "Dice": 0.29746174071327447, + "FN": 65072, + "FP": 18294, + "IoU": 0.1747166262436272, + "TN": 130974177, + "TP": 17649, + "n_pred": 35943, + "n_ref": 82721 + }, + "11": { + "Dice": 0.0, + "FN": 4071, + "FP": 0, + "IoU": 0.0, + "TN": 131071121, + "TP": 0, + "n_pred": 0, + "n_ref": 4071 + }, + "12": { + "Dice": 0.0, + "FN": 4635, + "FP": 0, + "IoU": 0.0, + "TN": 131070557, + "TP": 0, + "n_pred": 0, + "n_ref": 4635 + }, + "13": { + "Dice": 0.0787454516690397, + "FN": 86176, + "FP": 6996, + "IoU": 0.040986475080799556, + "TN": 130978038, + "TP": 3982, + "n_pred": 10978, + "n_ref": 90158 + }, + "14": { + "Dice": 0.30442407496150986, + "FN": 26756, + "FP": 109684, + "IoU": 0.17954022020842228, + "TN": 130908895, + "TP": 29857, + "n_pred": 139541, + "n_ref": 56613 + }, + "15": { + "Dice": 0.49018711689428973, + "FN": 9346, + "FP": 28580, + "IoU": 0.3246674620274578, + "TN": 131019033, + "TP": 18233, + "n_pred": 46813, + "n_ref": 27579 + }, + "2": { + "Dice": 0.17428936212547463, + "FN": 144489, + "FP": 4906, + "IoU": 0.09546384761627977, + "TN": 130910030, + "TP": 15767, + "n_pred": 20673, + "n_ref": 160256 + }, + "3": { + "Dice": 0.2894328110346259, + "FN": 151030, + "FP": 40659, + "IoU": 0.1692028310268757, + "TN": 130844463, + "TP": 39040, + "n_pred": 79699, + "n_ref": 190070 + }, + "4": { + "Dice": 0.6562653936750468, + "FN": 36443, + "FP": 1936, + "IoU": 0.4883891436493548, + "TN": 131000176, + "TP": 36637, + "n_pred": 38573, + "n_ref": 73080 + }, + "5": { + "Dice": 0.0, + "FN": 14699, + "FP": 0, + "IoU": 0.0, + "TN": 131060493, + "TP": 0, + "n_pred": 0, + "n_ref": 14699 + }, + "6": { + "Dice": 0.7032234408868014, + "FN": 134060, + "FP": 991815, + "IoU": 0.5422857437889695, + "TN": 128615415, + "TP": 1333902, + "n_pred": 2325717, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.10652582491900223, + "FN": 722986, + "FP": 185956, + "IoU": 0.05625945487978221, + "TN": 130112065, + "TP": 54185, + "n_pred": 240141, + "n_ref": 777171 + }, + "8": { + "Dice": 0.6099713653992533, + "FN": 60873, + "FP": 25211, + "IoU": 0.43881928056428376, + "TN": 130921794, + "TP": 67314, + "n_pred": 92525, + "n_ref": 128187 + }, + "9": { + "Dice": 0.318380959898958, + "FN": 49410, + "FP": 19668, + "IoU": 0.18933001607773645, + "TN": 130989981, + "TP": 16133, + "n_pred": 35801, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6476160389711471, + "FN": 74087, + "FP": 79847, + "IoU": 0.47886994938808675, + "TN": 101321815, + "TP": 141451, + "n_pred": 221298, + "n_ref": 215538 + }, + "10": { + "Dice": 0.1661576354679803, + "FN": 39077, + "FP": 28631, + "IoU": 0.09060628038789051, + "TN": 101542746, + "TP": 6746, + "n_pred": 35377, + "n_ref": 45823 + }, + "11": { + "Dice": 0.0, + "FN": 4959, + "FP": 0, + "IoU": 0.0, + "TN": 101612241, + "TP": 0, + "n_pred": 0, + "n_ref": 4959 + }, + "12": { + "Dice": 0.0, + "FN": 5490, + "FP": 0, + "IoU": 0.0, + "TN": 101611710, + "TP": 0, + "n_pred": 0, + "n_ref": 5490 + }, + "13": { + "Dice": 0.07772959486753, + "FN": 57467, + "FP": 4635, + "IoU": 0.040436347904015825, + "TN": 101552481, + "TP": 2617, + "n_pred": 7252, + "n_ref": 60084 + }, + "14": { + "Dice": 0.7568874522276434, + "FN": 18101, + "FP": 9952, + "IoU": 0.6088647834695072, + "TN": 101545478, + "TP": 43669, + "n_pred": 53621, + "n_ref": 61770 + }, + "15": { + "Dice": 0.4882861134607525, + "FN": 7578, + "FP": 46263, + "IoU": 0.3230016723459367, + "TN": 101537671, + "TP": 25688, + "n_pred": 71951, + "n_ref": 33266 + }, + "2": { + "Dice": 0.014399908644512962, + "FN": 171082, + "FP": 1536, + "IoU": 0.007252169612201588, + "TN": 101443321, + "TP": 1261, + "n_pred": 2797, + "n_ref": 172343 + }, + "3": { + "Dice": 0.6434869385592785, + "FN": 16283, + "FP": 157341, + "IoU": 0.47436840591556545, + "TN": 101286885, + "TP": 156691, + "n_pred": 314032, + "n_ref": 172974 + }, + "4": { + "Dice": 0.005151658518635336, + "FN": 16066, + "FP": 40709, + "IoU": 0.002582481290186571, + "TN": 101560278, + "TP": 147, + "n_pred": 40856, + "n_ref": 16213 + }, + "5": { + "Dice": 0.0, + "FN": 30371, + "FP": 0, + "IoU": 0.0, + "TN": 101586829, + "TP": 0, + "n_pred": 0, + "n_ref": 30371 + }, + "6": { + "Dice": 0.7882462328113454, + "FN": 282395, + "FP": 389905, + "IoU": 0.6505003360873609, + "TN": 99693593, + "TP": 1251307, + "n_pred": 1641212, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.31274279728995136, + "FN": 333480, + "FP": 81200, + "IoU": 0.18535573402065095, + "TN": 101108168, + "TP": 94352, + "n_pred": 175552, + "n_ref": 427832 + }, + "8": { + "Dice": 0.501698627210085, + "FN": 138021, + "FP": 48553, + "IoU": 0.3348449359529692, + "TN": 101336703, + "TP": 93923, + "n_pred": 142476, + "n_ref": 231944 + }, + "9": { + "Dice": 0.14279475982532752, + "FN": 74458, + "FP": 4062, + "IoU": 0.07688690336233248, + "TN": 101532140, + "TP": 6540, + "n_pred": 10602, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.44195364077276195, + "FN": 143474, + "FP": 28541, + "IoU": 0.2836588514554616, + "TN": 118942082, + "TP": 68115, + "n_pred": 96656, + "n_ref": 211589 + }, + "10": { + "Dice": 0.18599028555248198, + "FN": 72209, + "FP": 2535, + "IoU": 0.10252992807655824, + "TN": 119098929, + "TP": 8539, + "n_pred": 11074, + "n_ref": 80748 + }, + "11": { + "Dice": 0.0, + "FN": 4038, + "FP": 0, + "IoU": 0.0, + "TN": 119178174, + "TP": 0, + "n_pred": 0, + "n_ref": 4038 + }, + "12": { + "Dice": 0.0, + "FN": 4135, + "FP": 0, + "IoU": 0.0, + "TN": 119178077, + "TP": 0, + "n_pred": 0, + "n_ref": 4135 + }, + "13": { + "Dice": 0.03936534490420054, + "FN": 32322, + "FP": 4429, + "IoU": 0.020077858361774743, + "TN": 119144708, + "TP": 753, + "n_pred": 5182, + "n_ref": 33075 + }, + "14": { + "Dice": 0.09716438252441886, + "FN": 60734, + "FP": 34656, + "IoU": 0.051062940819513944, + "TN": 119081689, + "TP": 5133, + "n_pred": 39789, + "n_ref": 65867 + }, + "15": { + "Dice": 0.6721502375187149, + "FN": 2538, + "FP": 15199, + "IoU": 0.5061944931651772, + "TN": 119146293, + "TP": 18182, + "n_pred": 33381, + "n_ref": 20720 + }, + "2": { + "Dice": 0.23153668434760788, + "FN": 166728, + "FP": 10890, + "IoU": 0.13092535327044272, + "TN": 118977836, + "TP": 26758, + "n_pred": 37648, + "n_ref": 193486 + }, + "3": { + "Dice": 0.1839825087051583, + "FN": 176552, + "FP": 4834, + "IoU": 0.10131097832872558, + "TN": 118980378, + "TP": 20448, + "n_pred": 25282, + "n_ref": 197000 + }, + "4": { + "Dice": 0.23531958651296206, + "FN": 34641, + "FP": 21875, + "IoU": 0.13334969024105991, + "TN": 119117000, + "TP": 8696, + "n_pred": 30571, + "n_ref": 43337 + }, + "5": { + "Dice": 0.0, + "FN": 17722, + "FP": 0, + "IoU": 0.0, + "TN": 119164490, + "TP": 0, + "n_pred": 0, + "n_ref": 17722 + }, + "6": { + "Dice": 0.8239189160713909, + "FN": 272632, + "FP": 354089, + "IoU": 0.7005630201271096, + "TN": 117089214, + "TP": 1466277, + "n_pred": 1820366, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.21444881973262825, + "FN": 252125, + "FP": 81226, + "IoU": 0.12010230908111875, + "TN": 118803360, + "TP": 45501, + "n_pred": 126727, + "n_ref": 297626 + }, + "8": { + "Dice": 0.6448818781448745, + "FN": 38461, + "FP": 9671, + "IoU": 0.47588610007077914, + "TN": 119090377, + "TP": 43703, + "n_pred": 53374, + "n_ref": 82164 + }, + "9": { + "Dice": 0.30879429767335964, + "FN": 67889, + "FP": 11046, + "IoU": 0.18258825478683194, + "TN": 119085645, + "TP": 17632, + "n_pred": 28678, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 97480, + "IoU": 0.0, + "TN": 61235000, + "TP": 0, + "n_pred": 97480, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 34428, + "FP": 127, + "IoU": 0.0, + "TN": 61297925, + "TP": 0, + "n_pred": 127, + "n_ref": 34428 + }, + "11": { + "Dice": 0.0, + "FN": 3864, + "FP": 0, + "IoU": 0.0, + "TN": 61328616, + "TP": 0, + "n_pred": 0, + "n_ref": 3864 + }, + "12": { + "Dice": 0.0, + "FN": 4850, + "FP": 0, + "IoU": 0.0, + "TN": 61327630, + "TP": 0, + "n_pred": 0, + "n_ref": 4850 + }, + "13": { + "Dice": 0.08345066794876198, + "FN": 50266, + "FP": 3112, + "IoU": 0.04354214449541284, + "TN": 61276672, + "TP": 2430, + "n_pred": 5542, + "n_ref": 52696 + }, + "14": { + "Dice": 0.6454436436015676, + "FN": 140056, + "FP": 3339, + "IoU": 0.476498183743132, + "TN": 61058565, + "TP": 130520, + "n_pred": 133859, + "n_ref": 270576 + }, + "15": { + "Dice": 0.47819692109428624, + "FN": 64090, + "FP": 10412, + "IoU": 0.3142304860088365, + "TN": 61223840, + "TP": 34138, + "n_pred": 44550, + "n_ref": 98228 + }, + "2": { + "Dice": 0.020125724267736102, + "FN": 159306, + "FP": 0, + "IoU": 0.010165152663692511, + "TN": 61171538, + "TP": 1636, + "n_pred": 1636, + "n_ref": 160942 + }, + "3": { + "Dice": 0.0, + "FN": 128645, + "FP": 5208, + "IoU": 0.0, + "TN": 61198627, + "TP": 0, + "n_pred": 5208, + "n_ref": 128645 + }, + "4": { + "Dice": 0.3727814659260263, + "FN": 31183, + "FP": 5853, + "IoU": 0.22909121185629241, + "TN": 61284438, + "TP": 11006, + "n_pred": 16859, + "n_ref": 42189 + }, + "5": { + "Dice": 0.0, + "FN": 8572, + "FP": 0, + "IoU": 0.0, + "TN": 61323908, + "TP": 0, + "n_pred": 0, + "n_ref": 8572 + }, + "6": { + "Dice": 0.7731207996984754, + "FN": 243037, + "FP": 322196, + "IoU": 0.6301523405959356, + "TN": 59804194, + "TP": 963053, + "n_pred": 1285249, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.1774839440876464, + "FN": 180737, + "FP": 36983, + "IoU": 0.09738402222130094, + "TN": 61091270, + "TP": 23490, + "n_pred": 60473, + "n_ref": 204227 + }, + "8": { + "Dice": 0.32430115974894425, + "FN": 64051, + "FP": 11632, + "IoU": 0.1935318876871437, + "TN": 61238635, + "TP": 18162, + "n_pred": 29794, + "n_ref": 82213 + }, + "9": { + "Dice": 0.24171042936174691, + "FN": 53041, + "FP": 11792, + "IoU": 0.13746906846180454, + "TN": 61257314, + "TP": 10333, + "n_pred": 22125, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.764408296566126, + "FN": 55445, + "FP": 19578, + "IoU": 0.6186576799129789, + "TN": 148910766, + "TP": 121711, + "n_pred": 141289, + "n_ref": 177156 + }, + "10": { + "Dice": 0.0, + "FN": 72802, + "FP": 2518, + "IoU": 0.0, + "TN": 149032180, + "TP": 0, + "n_pred": 2518, + "n_ref": 72802 + }, + "11": { + "Dice": 0.0, + "FN": 2604, + "FP": 0, + "IoU": 0.0, + "TN": 149104896, + "TP": 0, + "n_pred": 0, + "n_ref": 2604 + }, + "12": { + "Dice": 0.0, + "FN": 2097, + "FP": 0, + "IoU": 0.0, + "TN": 149105403, + "TP": 0, + "n_pred": 0, + "n_ref": 2097 + }, + "13": { + "Dice": 0.0, + "FN": 84367, + "FP": 1528, + "IoU": 0.0, + "TN": 149021605, + "TP": 0, + "n_pred": 1528, + "n_ref": 84367 + }, + "14": { + "Dice": 0.5967302622928238, + "FN": 45415, + "FP": 18990, + "IoU": 0.4252427357749697, + "TN": 148995444, + "TP": 47651, + "n_pred": 66641, + "n_ref": 93066 + }, + "15": { + "Dice": 0.6707157811819822, + "FN": 5687, + "FP": 26083, + "IoU": 0.5045691295262452, + "TN": 149043374, + "TP": 32356, + "n_pred": 58439, + "n_ref": 38043 + }, + "2": { + "Dice": 0.20048868975067666, + "FN": 139486, + "FP": 231, + "IoU": 0.11141285337234076, + "TN": 148950265, + "TP": 17518, + "n_pred": 17749, + "n_ref": 157004 + }, + "3": { + "Dice": 0.032817194360989135, + "FN": 55968, + "FP": 186762, + "IoU": 0.01668233082706767, + "TN": 148860652, + "TP": 4118, + "n_pred": 190880, + "n_ref": 60086 + }, + "4": { + "Dice": 0.7403938916209793, + "FN": 10100, + "FP": 933, + "IoU": 0.5877979526264664, + "TN": 149080734, + "TP": 15733, + "n_pred": 16666, + "n_ref": 25833 + }, + "5": { + "Dice": 0.0, + "FN": 33716, + "FP": 0, + "IoU": 0.0, + "TN": 149073784, + "TP": 0, + "n_pred": 0, + "n_ref": 33716 + }, + "6": { + "Dice": 0.8308353390769423, + "FN": 229792, + "FP": 127037, + "IoU": 0.7106230344158677, + "TN": 147874406, + "TP": 876265, + "n_pred": 1003302, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.026444225373473875, + "FN": 270774, + "FP": 50183, + "IoU": 0.013399279469807818, + "TN": 148782184, + "TP": 4359, + "n_pred": 54542, + "n_ref": 275133 + }, + "8": { + "Dice": 0.4494355855571118, + "FN": 161522, + "FP": 3965, + "IoU": 0.2898528957396409, + "TN": 148874468, + "TP": 67545, + "n_pred": 71510, + "n_ref": 229067 + }, + "9": { + "Dice": 0.00022843828168724514, + "FN": 87477, + "FP": 54, + "IoU": 0.00011423218834603214, + "TN": 149019959, + "TP": 10, + "n_pred": 64, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4205688068095079, + "FN": 362206, + "FP": 59099, + "IoU": 0.2662786505817629, + "TN": 100138597, + "TP": 152898, + "n_pred": 211997, + "n_ref": 515104 + }, + "10": { + "Dice": 0.00134742951907131, + "FN": 38445, + "FP": 95, + "IoU": 0.0006741689571124825, + "TN": 100674234, + "TP": 26, + "n_pred": 121, + "n_ref": 38471 + }, + "11": { + "Dice": 0.0, + "FN": 3481, + "FP": 0, + "IoU": 0.0, + "TN": 100709319, + "TP": 0, + "n_pred": 0, + "n_ref": 3481 + }, + "12": { + "Dice": 0.0, + "FN": 5873, + "FP": 0, + "IoU": 0.0, + "TN": 100706927, + "TP": 0, + "n_pred": 0, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0, + "FN": 39155, + "FP": 45, + "IoU": 0.0, + "TN": 100673600, + "TP": 0, + "n_pred": 45, + "n_ref": 39155 + }, + "14": { + "Dice": 0.2876085876807452, + "FN": 123204, + "FP": 28836, + "IoU": 0.1679572705233376, + "TN": 100530069, + "TP": 30691, + "n_pred": 59527, + "n_ref": 153895 + }, + "15": { + "Dice": 0.6888840993588017, + "FN": 31341, + "FP": 26399, + "IoU": 0.5254181564131015, + "TN": 100591135, + "TP": 63925, + "n_pred": 90324, + "n_ref": 95266 + }, + "2": { + "Dice": 0.0, + "FN": 233156, + "FP": 446, + "IoU": 0.0, + "TN": 100479198, + "TP": 0, + "n_pred": 446, + "n_ref": 233156 + }, + "3": { + "Dice": 0.0, + "FN": 223945, + "FP": 2745, + "IoU": 0.0, + "TN": 100486110, + "TP": 0, + "n_pred": 2745, + "n_ref": 223945 + }, + "4": { + "Dice": 0.0, + "FN": 57652, + "FP": 208, + "IoU": 0.0, + "TN": 100654940, + "TP": 0, + "n_pred": 208, + "n_ref": 57652 + }, + "5": { + "Dice": 0.0, + "FN": 16473, + "FP": 0, + "IoU": 0.0, + "TN": 100696327, + "TP": 0, + "n_pred": 0, + "n_ref": 16473 + }, + "6": { + "Dice": 0.40589952807414537, + "FN": 1431167, + "FP": 462574, + "IoU": 0.25462606355280265, + "TN": 98172141, + "TP": 646918, + "n_pred": 1109492, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.2102365884962646, + "FN": 143960, + "FP": 68946, + "IoU": 0.11746613387275953, + "TN": 100471556, + "TP": 28338, + "n_pred": 97284, + "n_ref": 172298 + }, + "8": { + "Dice": 0.4062654482281324, + "FN": 77236, + "FP": 6838, + "IoU": 0.25491412467431185, + "TN": 100599962, + "TP": 28764, + "n_pred": 35602, + "n_ref": 106000 + }, + "9": { + "Dice": 0.0280796711110345, + "FN": 100226, + "FP": 12543, + "IoU": 0.014239759436353782, + "TN": 100598402, + "TP": 1629, + "n_pred": 14172, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4620403152124258, + "FN": 45469, + "FP": 29897, + "IoU": 0.300424204732157, + "TN": 78842969, + "TP": 32365, + "n_pred": 62262, + "n_ref": 77834 + }, + "10": { + "Dice": 0.003588455426257241, + "FN": 38874, + "FP": 0, + "IoU": 0.0017974527526705012, + "TN": 78911756, + "TP": 70, + "n_pred": 70, + "n_ref": 38944 + }, + "11": { + "Dice": 0.0, + "FN": 1368, + "FP": 0, + "IoU": 0.0, + "TN": 78949332, + "TP": 0, + "n_pred": 0, + "n_ref": 1368 + }, + "12": { + "Dice": 0.0, + "FN": 2560, + "FP": 0, + "IoU": 0.0, + "TN": 78948140, + "TP": 0, + "n_pred": 0, + "n_ref": 2560 + }, + "13": { + "Dice": 0.0, + "FN": 59405, + "FP": 0, + "IoU": 0.0, + "TN": 78891295, + "TP": 0, + "n_pred": 0, + "n_ref": 59405 + }, + "14": { + "Dice": 0.16670396516997946, + "FN": 23172, + "FP": 17787, + "IoU": 0.09093128551136363, + "TN": 78905644, + "TP": 4097, + "n_pred": 21884, + "n_ref": 27269 + }, + "15": { + "Dice": 0.7855842517543793, + "FN": 7120, + "FP": 21265, + "IoU": 0.6468824641719745, + "TN": 78870316, + "TP": 51999, + "n_pred": 73264, + "n_ref": 59119 + }, + "2": { + "Dice": 0.0401275811281371, + "FN": 98064, + "FP": 345, + "IoU": 0.02047458841797225, + "TN": 78850234, + "TP": 2057, + "n_pred": 2402, + "n_ref": 100121 + }, + "3": { + "Dice": 0.4330812553585822, + "FN": 42499, + "FP": 67926, + "IoU": 0.2763903724042122, + "TN": 78798097, + "TP": 42178, + "n_pred": 110104, + "n_ref": 84677 + }, + "4": { + "Dice": 0.4643941431920372, + "FN": 11086, + "FP": 2851, + "IoU": 0.3024175384153361, + "TN": 78930721, + "TP": 6042, + "n_pred": 8893, + "n_ref": 17128 + }, + "5": { + "Dice": 0.0, + "FN": 34798, + "FP": 0, + "IoU": 0.0, + "TN": 78915902, + "TP": 0, + "n_pred": 0, + "n_ref": 34798 + }, + "6": { + "Dice": 0.6985795674667602, + "FN": 314896, + "FP": 23547, + "IoU": 0.5367823879228343, + "TN": 78220065, + "TP": 392192, + "n_pred": 415739, + "n_ref": 707088 + }, + "7": { + "Dice": 0.09278230179953913, + "FN": 685741, + "FP": 5988, + "IoU": 0.04864798700593177, + "TN": 78223599, + "TP": 35372, + "n_pred": 41360, + "n_ref": 721113 + }, + "8": { + "Dice": 0.2189049983449189, + "FN": 289776, + "FP": 5185, + "IoU": 0.12290472891199043, + "TN": 78614407, + "TP": 41332, + "n_pred": 46517, + "n_ref": 331108 + }, + "9": { + "Dice": 0.0, + "FN": 57048, + "FP": 66, + "IoU": 0.0, + "TN": 78893586, + "TP": 0, + "n_pred": 66, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6996762674376938, + "FN": 34950, + "FP": 62272, + "IoU": 0.5380785183847809, + "TN": 104793967, + "TP": 113251, + "n_pred": 175523, + "n_ref": 148201 + }, + "10": { + "Dice": 0.23750556246067916, + "FN": 71756, + "FP": 27626, + "IoU": 0.1347553543444193, + "TN": 104889580, + "TP": 15478, + "n_pred": 43104, + "n_ref": 87234 + }, + "11": { + "Dice": 0.0, + "FN": 4331, + "FP": 0, + "IoU": 0.0, + "TN": 105000109, + "TP": 0, + "n_pred": 0, + "n_ref": 4331 + }, + "12": { + "Dice": 0.0, + "FN": 4833, + "FP": 0, + "IoU": 0.0, + "TN": 104999607, + "TP": 0, + "n_pred": 0, + "n_ref": 4833 + }, + "13": { + "Dice": 0.1512380304833135, + "FN": 71145, + "FP": 3754, + "IoU": 0.08180503113813563, + "TN": 104922868, + "TP": 6673, + "n_pred": 10427, + "n_ref": 77818 + }, + "14": { + "Dice": 0.7720285057700125, + "FN": 23553, + "FP": 3926, + "IoU": 0.6287023024537888, + "TN": 104930432, + "TP": 46529, + "n_pred": 50455, + "n_ref": 70082 + }, + "15": { + "Dice": 0.6480559729526671, + "FN": 10559, + "FP": 4431, + "IoU": 0.47935118613455596, + "TN": 104975649, + "TP": 13801, + "n_pred": 18232, + "n_ref": 24360 + }, + "2": { + "Dice": 0.10874850461158492, + "FN": 160887, + "FP": 778, + "IoU": 0.057500816193274566, + "TN": 104832912, + "TP": 9863, + "n_pred": 10641, + "n_ref": 170750 + }, + "3": { + "Dice": 0.6251577902834937, + "FN": 14627, + "FP": 151960, + "IoU": 0.454712392349666, + "TN": 104698937, + "TP": 138916, + "n_pred": 290876, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 20302, + "IoU": 0.0, + "TN": 104984138, + "TP": 0, + "n_pred": 20302, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 30080, + "FP": 0, + "IoU": 0.0, + "TN": 104974360, + "TP": 0, + "n_pred": 0, + "n_ref": 30080 + }, + "6": { + "Dice": 0.7629808725043691, + "FN": 109919, + "FP": 589633, + "IoU": 0.6167898745826498, + "TN": 103178935, + "TP": 1125953, + "n_pred": 1715586, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.47545265147447324, + "FN": 119409, + "FP": 124815, + "IoU": 0.31186479838380193, + "TN": 104649533, + "TP": 110683, + "n_pred": 235498, + "n_ref": 230092 + }, + "8": { + "Dice": 0.45944121021462003, + "FN": 247443, + "FP": 31954, + "IoU": 0.29823023519837644, + "TN": 104606308, + "TP": 118735, + "n_pred": 150689, + "n_ref": 366178 + }, + "9": { + "Dice": 0.18340879718750283, + "FN": 83407, + "FP": 6948, + "IoU": 0.10096316491214105, + "TN": 104903938, + "TP": 10147, + "n_pred": 17095, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.30352332994781905, + "FN": 339972, + "FP": 18671, + "IoU": 0.17891394282391349, + "TN": 177239497, + "TP": 78148, + "n_pred": 96819, + "n_ref": 418120 + }, + "10": { + "Dice": 0.004271313856142149, + "FN": 71761, + "FP": 21487, + "IoU": 0.0021402277202294323, + "TN": 177582840, + "TP": 200, + "n_pred": 21687, + "n_ref": 71961 + }, + "11": { + "Dice": 0.0, + "FN": 4743, + "FP": 0, + "IoU": 0.0, + "TN": 177671545, + "TP": 0, + "n_pred": 0, + "n_ref": 4743 + }, + "12": { + "Dice": 0.0, + "FN": 5198, + "FP": 0, + "IoU": 0.0, + "TN": 177671090, + "TP": 0, + "n_pred": 0, + "n_ref": 5198 + }, + "13": { + "Dice": 0.022805071504395223, + "FN": 76127, + "FP": 5802, + "IoU": 0.011534053206249622, + "TN": 177593403, + "TP": 956, + "n_pred": 6758, + "n_ref": 77083 + }, + "14": { + "Dice": 0.7900205658299121, + "FN": 24962, + "FP": 2299, + "IoU": 0.6529206559380729, + "TN": 177597744, + "TP": 51283, + "n_pred": 53582, + "n_ref": 76245 + }, + "15": { + "Dice": 0.33661479834868213, + "FN": 18399, + "FP": 402, + "IoU": 0.20236731576937764, + "TN": 177652717, + "TP": 4770, + "n_pred": 5172, + "n_ref": 23169 + }, + "2": { + "Dice": 0.05709143854508623, + "FN": 208053, + "FP": 475, + "IoU": 0.029384521576421633, + "TN": 177461447, + "TP": 6313, + "n_pred": 6788, + "n_ref": 214366 + }, + "3": { + "Dice": 0.6376563602204234, + "FN": 24447, + "FP": 183073, + "IoU": 0.46805838233560104, + "TN": 177286170, + "TP": 182598, + "n_pred": 365671, + "n_ref": 207045 + }, + "4": { + "Dice": 0.39458504035186276, + "FN": 20034, + "FP": 24151, + "IoU": 0.2457838317629387, + "TN": 177617704, + "TP": 14399, + "n_pred": 38550, + "n_ref": 34433 + }, + "5": { + "Dice": 0.0, + "FN": 31181, + "FP": 0, + "IoU": 0.0, + "TN": 177645107, + "TP": 0, + "n_pred": 0, + "n_ref": 31181 + }, + "6": { + "Dice": 0.7885381268855547, + "FN": 159421, + "FP": 723467, + "IoU": 0.6508980137017176, + "TN": 175147262, + "TP": 1646138, + "n_pred": 2369605, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.518746266675516, + "FN": 211868, + "FP": 78174, + "IoU": 0.3502075674174043, + "TN": 177229927, + "TP": 156319, + "n_pred": 234493, + "n_ref": 368187 + }, + "8": { + "Dice": 0.5141688903049372, + "FN": 102618, + "FP": 80363, + "IoU": 0.34604800434583716, + "TN": 177396480, + "TP": 96827, + "n_pred": 177190, + "n_ref": 199445 + }, + "9": { + "Dice": 0.19905696914555504, + "FN": 119034, + "FP": 11253, + "IoU": 0.11052929811506243, + "TN": 177529811, + "TP": 16190, + "n_pred": 27443, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7331356239480905, + "FN": 51591, + "FP": 47033, + "IoU": 0.5787009547405968, + "TN": 193771440, + "TP": 135471, + "n_pred": 182504, + "n_ref": 187062 + }, + "10": { + "Dice": 0.2020844802328945, + "FN": 76217, + "FP": 9298, + "IoU": 0.11239931910653492, + "TN": 193909191, + "TP": 10829, + "n_pred": 20127, + "n_ref": 87046 + }, + "11": { + "Dice": 0.0, + "FN": 3112, + "FP": 0, + "IoU": 0.0, + "TN": 194002423, + "TP": 0, + "n_pred": 0, + "n_ref": 3112 + }, + "12": { + "Dice": 0.0, + "FN": 3950, + "FP": 0, + "IoU": 0.0, + "TN": 194001585, + "TP": 0, + "n_pred": 0, + "n_ref": 3950 + }, + "13": { + "Dice": 0.0038765998372419916, + "FN": 66746, + "FP": 577, + "IoU": 0.0019420642215435705, + "TN": 193938081, + "TP": 131, + "n_pred": 708, + "n_ref": 66877 + }, + "14": { + "Dice": 0.7130223287207939, + "FN": 26358, + "FP": 13523, + "IoU": 0.5540285155157954, + "TN": 193916110, + "TP": 49544, + "n_pred": 63067, + "n_ref": 75902 + }, + "15": { + "Dice": 0.6040631043907742, + "FN": 2070, + "FP": 22701, + "IoU": 0.4327295211486935, + "TN": 193961868, + "TP": 18896, + "n_pred": 41597, + "n_ref": 20966 + }, + "2": { + "Dice": 0.15737394709523123, + "FN": 126923, + "FP": 1323, + "IoU": 0.08540742536834449, + "TN": 193865313, + "TP": 11976, + "n_pred": 13299, + "n_ref": 138899 + }, + "3": { + "Dice": 0.4909300432284918, + "FN": 48926, + "FP": 128660, + "IoU": 0.3253196056455749, + "TN": 193742320, + "TP": 85629, + "n_pred": 214289, + "n_ref": 134555 + }, + "4": { + "Dice": 0.624641659042391, + "FN": 10788, + "FP": 1520, + "IoU": 0.4541664818838973, + "TN": 193982986, + "TP": 10241, + "n_pred": 11761, + "n_ref": 21029 + }, + "5": { + "Dice": 0.0, + "FN": 27270, + "FP": 0, + "IoU": 0.0, + "TN": 193978265, + "TP": 0, + "n_pred": 0, + "n_ref": 27270 + }, + "6": { + "Dice": 0.8094149001989358, + "FN": 322240, + "FP": 178327, + "IoU": 0.6798463212198621, + "TN": 192442014, + "TP": 1062954, + "n_pred": 1241281, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.23060176144848016, + "FN": 278809, + "FP": 9216, + "IoU": 0.13032778965421452, + "TN": 193674347, + "TP": 43163, + "n_pred": 52379, + "n_ref": 321972 + }, + "8": { + "Dice": 0.4083311274525628, + "FN": 178156, + "FP": 5130, + "IoU": 0.2565427611831324, + "TN": 193759003, + "TP": 63246, + "n_pred": 68376, + "n_ref": 241402 + }, + "9": { + "Dice": 0.03436050726436736, + "FN": 96687, + "FP": 550, + "IoU": 0.017480574332858427, + "TN": 193906568, + "TP": 1730, + "n_pred": 2280, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.552525493585485, + "FN": 28790, + "FP": 109962, + "IoU": 0.38171690840630085, + "TN": 99431385, + "TP": 85663, + "n_pred": 195625, + "n_ref": 114453 + }, + "10": { + "Dice": 0.12953188025901588, + "FN": 66274, + "FP": 6451, + "IoU": 0.06925104945223713, + "TN": 99577664, + "TP": 5411, + "n_pred": 11862, + "n_ref": 71685 + }, + "11": { + "Dice": 0.0, + "FN": 3642, + "FP": 0, + "IoU": 0.0, + "TN": 99652158, + "TP": 0, + "n_pred": 0, + "n_ref": 3642 + }, + "12": { + "Dice": 0.0, + "FN": 3568, + "FP": 0, + "IoU": 0.0, + "TN": 99652232, + "TP": 0, + "n_pred": 0, + "n_ref": 3568 + }, + "13": { + "Dice": 0.0, + "FN": 45431, + "FP": 11727, + "IoU": 0.0, + "TN": 99598642, + "TP": 0, + "n_pred": 11727, + "n_ref": 45431 + }, + "14": { + "Dice": 0.2631529367434412, + "FN": 37379, + "FP": 56485, + "IoU": 0.15151186440677966, + "TN": 99545175, + "TP": 16761, + "n_pred": 73246, + "n_ref": 54140 + }, + "15": { + "Dice": 0.2702931387849501, + "FN": 23572, + "FP": 54044, + "IoU": 0.1562652868215369, + "TN": 99563809, + "TP": 14375, + "n_pred": 68419, + "n_ref": 37947 + }, + "2": { + "Dice": 0.0, + "FN": 114752, + "FP": 5614, + "IoU": 0.0, + "TN": 99535434, + "TP": 0, + "n_pred": 5614, + "n_ref": 114752 + }, + "3": { + "Dice": 0.18778816132180778, + "FN": 106397, + "FP": 44222, + "IoU": 0.10362373609631556, + "TN": 99487769, + "TP": 17412, + "n_pred": 61634, + "n_ref": 123809 + }, + "4": { + "Dice": 0.1621005186130495, + "FN": 15921, + "FP": 14938, + "IoU": 0.08819879446873892, + "TN": 99621956, + "TP": 2985, + "n_pred": 17923, + "n_ref": 18906 + }, + "5": { + "Dice": 0.0, + "FN": 6966, + "FP": 0, + "IoU": 0.0, + "TN": 99648834, + "TP": 0, + "n_pred": 0, + "n_ref": 6966 + }, + "6": { + "Dice": 0.8301195847939639, + "FN": 301159, + "FP": 129804, + "IoU": 0.7095764438861604, + "TN": 98171888, + "TP": 1052949, + "n_pred": 1182753, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.24380564296629156, + "FN": 127963, + "FP": 114026, + "IoU": 0.13882611681892107, + "TN": 99374801, + "TP": 39010, + "n_pred": 153036, + "n_ref": 166973 + }, + "8": { + "Dice": 0.47584153617134217, + "FN": 59687, + "FP": 31157, + "IoU": 0.3121995169557613, + "TN": 99523721, + "TP": 41235, + "n_pred": 72392, + "n_ref": 100922 + }, + "9": { + "Dice": 0.12873896047488056, + "FN": 88865, + "FP": 1402, + "IoU": 0.06879796979450359, + "TN": 99558864, + "TP": 6669, + "n_pred": 8071, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4049534354944165, + "FN": 322426, + "FP": 43436, + "IoU": 0.2538818894105075, + "TN": 62593166, + "TP": 124492, + "n_pred": 167928, + "n_ref": 446918 + }, + "10": { + "Dice": 0.1094343470391802, + "FN": 66552, + "FP": 3320, + "IoU": 0.057884446841502055, + "TN": 63009355, + "TP": 4293, + "n_pred": 7613, + "n_ref": 70845 + }, + "11": { + "Dice": 0.0, + "FN": 3545, + "FP": 0, + "IoU": 0.0, + "TN": 63079975, + "TP": 0, + "n_pred": 0, + "n_ref": 3545 + }, + "12": { + "Dice": 0.0, + "FN": 3502, + "FP": 0, + "IoU": 0.0, + "TN": 63080018, + "TP": 0, + "n_pred": 0, + "n_ref": 3502 + }, + "13": { + "Dice": 0.0, + "FN": 45655, + "FP": 1582, + "IoU": 0.0, + "TN": 63036283, + "TP": 0, + "n_pred": 1582, + "n_ref": 45655 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0017777637934018218, + "FN": 123859, + "FP": 3041, + "IoU": 0.000889672710667412, + "TN": 62956507, + "TP": 113, + "n_pred": 3154, + "n_ref": 123972 + }, + "3": { + "Dice": 0.5766823946725563, + "FN": 24191, + "FP": 127609, + "IoU": 0.4051677520983707, + "TN": 62828322, + "TP": 103398, + "n_pred": 231007, + "n_ref": 127589 + }, + "4": { + "Dice": 0.0, + "FN": 18029, + "FP": 1423, + "IoU": 0.0, + "TN": 63064068, + "TP": 0, + "n_pred": 1423, + "n_ref": 18029 + }, + "5": { + "Dice": 0.0, + "FN": 16954, + "FP": 0, + "IoU": 0.0, + "TN": 63066566, + "TP": 0, + "n_pred": 0, + "n_ref": 16954 + }, + "6": { + "Dice": 0.6962900814363641, + "FN": 351224, + "FP": 327865, + "IoU": 0.5340835959915858, + "TN": 61625986, + "TP": 778445, + "n_pred": 1106310, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.4073520294664673, + "FN": 100807, + "FP": 61703, + "IoU": 0.25577028759846127, + "TN": 62865160, + "TP": 55850, + "n_pred": 117553, + "n_ref": 156657 + }, + "8": { + "Dice": 0.609019735668731, + "FN": 62445, + "FP": 1128, + "IoU": 0.437834922094689, + "TN": 62970434, + "TP": 49513, + "n_pred": 50641, + "n_ref": 111958 + }, + "9": { + "Dice": 0.37485970819304154, + "FN": 32869, + "FP": 551, + "IoU": 0.23066298342541436, + "TN": 63040080, + "TP": 10020, + "n_pred": 10571, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6902039555006181, + "FN": 107008, + "FP": 77452, + "IoU": 0.526955290786835, + "TN": 109218876, + "TP": 205482, + "n_pred": 282934, + "n_ref": 312490 + }, + "10": { + "Dice": 0.004717940374994916, + "FN": 87696, + "FP": 10188, + "IoU": 0.0023645480859390924, + "TN": 109510702, + "TP": 232, + "n_pred": 10420, + "n_ref": 87928 + }, + "11": { + "Dice": 0.0, + "FN": 4466, + "FP": 0, + "IoU": 0.0, + "TN": 109604352, + "TP": 0, + "n_pred": 0, + "n_ref": 4466 + }, + "12": { + "Dice": 0.0, + "FN": 4081, + "FP": 0, + "IoU": 0.0, + "TN": 109604737, + "TP": 0, + "n_pred": 0, + "n_ref": 4081 + }, + "13": { + "Dice": 0.04060878747532253, + "FN": 79010, + "FP": 4576, + "IoU": 0.02072520649053951, + "TN": 109523463, + "TP": 1769, + "n_pred": 6345, + "n_ref": 80779 + }, + "14": { + "Dice": 0.37824360513436145, + "FN": 68244, + "FP": 26018, + "IoU": 0.23323083931215124, + "TN": 109485884, + "TP": 28672, + "n_pred": 54690, + "n_ref": 96916 + }, + "15": { + "Dice": 0.6147696644627477, + "FN": 46404, + "FP": 25203, + "IoU": 0.44380320636301496, + "TN": 109480074, + "TP": 57137, + "n_pred": 82340, + "n_ref": 103541 + }, + "2": { + "Dice": 0.03617364818994147, + "FN": 210118, + "FP": 0, + "IoU": 0.018419983088932595, + "TN": 109394757, + "TP": 3943, + "n_pred": 3943, + "n_ref": 214061 + }, + "3": { + "Dice": 0.061312423058395335, + "FN": 236523, + "FP": 44077, + "IoU": 0.0316257368065046, + "TN": 109319054, + "TP": 9164, + "n_pred": 53241, + "n_ref": 245687 + }, + "4": { + "Dice": 0.0019038930646728676, + "FN": 50242, + "FP": 85, + "IoU": 0.0009528535980148883, + "TN": 109558443, + "TP": 48, + "n_pred": 133, + "n_ref": 50290 + }, + "5": { + "Dice": 0.0, + "FN": 10552, + "FP": 0, + "IoU": 0.0, + "TN": 109598266, + "TP": 0, + "n_pred": 0, + "n_ref": 10552 + }, + "6": { + "Dice": 0.6794889600935937, + "FN": 210837, + "FP": 769938, + "IoU": 0.5145651490666475, + "TN": 107588413, + "TP": 1039630, + "n_pred": 1809568, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.26136695580835023, + "FN": 1008728, + "FP": 60871, + "IoU": 0.15032899362031205, + "TN": 108349979, + "TP": 189240, + "n_pred": 250111, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.6452438219989473, + "FN": 40996, + "FP": 12249, + "IoU": 0.4762804056380143, + "TN": 109507151, + "TP": 48422, + "n_pred": 60671, + "n_ref": 89418 + }, + "9": { + "Dice": 0.13909779370266828, + "FN": 49902, + "FP": 15691, + "IoU": 0.07474750324437172, + "TN": 109537926, + "TP": 5299, + "n_pred": 20990, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5736269600451733, + "FN": 12554, + "FP": 56159, + "IoU": 0.40215774133205723, + "TN": 66952417, + "TP": 46222, + "n_pred": 102381, + "n_ref": 58776 + }, + "10": { + "Dice": 0.0, + "FN": 78796, + "FP": 101, + "IoU": 0.0, + "TN": 66988455, + "TP": 0, + "n_pred": 101, + "n_ref": 78796 + }, + "11": { + "Dice": 0.0, + "FN": 3126, + "FP": 0, + "IoU": 0.0, + "TN": 67064226, + "TP": 0, + "n_pred": 0, + "n_ref": 3126 + }, + "12": { + "Dice": 0.0, + "FN": 3311, + "FP": 0, + "IoU": 0.0, + "TN": 67064041, + "TP": 0, + "n_pred": 0, + "n_ref": 3311 + }, + "13": { + "Dice": 0.0, + "FN": 38211, + "FP": 0, + "IoU": 0.0, + "TN": 67029141, + "TP": 0, + "n_pred": 0, + "n_ref": 38211 + }, + "14": { + "Dice": 0.49682983641056544, + "FN": 47854, + "FP": 8095, + "IoU": 0.3305213531009561, + "TN": 66983781, + "TP": 27622, + "n_pred": 35717, + "n_ref": 75476 + }, + "15": { + "Dice": 0.0, + "FN": 31362, + "FP": 61779, + "IoU": 0.0, + "TN": 66974211, + "TP": 0, + "n_pred": 61779, + "n_ref": 31362 + }, + "2": { + "Dice": 0.19089842070400112, + "FN": 129611, + "FP": 9637, + "IoU": 0.10552111771318452, + "TN": 66911677, + "TP": 16427, + "n_pred": 26064, + "n_ref": 146038 + }, + "3": { + "Dice": 0.70186088143968, + "FN": 14916, + "FP": 108657, + "IoU": 0.5406669219074666, + "TN": 66798325, + "TP": 145454, + "n_pred": 254111, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 618, + "IoU": 0.0, + "TN": 67053695, + "TP": 0, + "n_pred": 618, + "n_ref": 13039 + }, + "5": { + "Dice": 0.0, + "FN": 8921, + "FP": 0, + "IoU": 0.0, + "TN": 67058431, + "TP": 0, + "n_pred": 0, + "n_ref": 8921 + }, + "6": { + "Dice": 0.8147098020991776, + "FN": 283928, + "FP": 78112, + "IoU": 0.6873504931889662, + "TN": 65909378, + "TP": 795934, + "n_pred": 874046, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.071383430617812, + "FN": 338225, + "FP": 10022, + "IoU": 0.03701276435713654, + "TN": 66705720, + "TP": 13385, + "n_pred": 23407, + "n_ref": 351610 + }, + "8": { + "Dice": 0.4435944279515871, + "FN": 58519, + "FP": 9703, + "IoU": 0.2850121047612061, + "TN": 66971935, + "TP": 27195, + "n_pred": 36898, + "n_ref": 85714 + }, + "9": { + "Dice": 0.1895980810858246, + "FN": 69242, + "FP": 19, + "IoU": 0.10472706591006037, + "TN": 66989989, + "TP": 8102, + "n_pred": 8121, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6368894531801066, + "FN": 92182, + "FP": 8201, + "IoU": 0.4672324300226093, + "TN": 74330862, + "TP": 88035, + "n_pred": 96236, + "n_ref": 180217 + }, + "10": { + "Dice": 0.0, + "FN": 56149, + "FP": 4210, + "IoU": 0.0, + "TN": 74458921, + "TP": 0, + "n_pred": 4210, + "n_ref": 56149 + }, + "11": { + "Dice": 0.0, + "FN": 3387, + "FP": 0, + "IoU": 0.0, + "TN": 74515893, + "TP": 0, + "n_pred": 0, + "n_ref": 3387 + }, + "12": { + "Dice": 0.0, + "FN": 2201, + "FP": 0, + "IoU": 0.0, + "TN": 74517079, + "TP": 0, + "n_pred": 0, + "n_ref": 2201 + }, + "13": { + "Dice": 0.0, + "FN": 42890, + "FP": 23, + "IoU": 0.0, + "TN": 74476367, + "TP": 0, + "n_pred": 23, + "n_ref": 42890 + }, + "14": { + "Dice": 0.525833319081254, + "FN": 16552, + "FP": 11173, + "IoU": 0.3566986867140006, + "TN": 74476182, + "TP": 15373, + "n_pred": 26546, + "n_ref": 31925 + }, + "15": { + "Dice": 0.2306483053511916, + "FN": 24857, + "FP": 11848, + "IoU": 0.13035752363352052, + "TN": 74477073, + "TP": 5502, + "n_pred": 17350, + "n_ref": 30359 + }, + "2": { + "Dice": 0.23357454008712245, + "FN": 121444, + "FP": 6290, + "IoU": 0.13223005747360697, + "TN": 74372082, + "TP": 19464, + "n_pred": 25754, + "n_ref": 140908 + }, + "3": { + "Dice": 0.43266773918803825, + "FN": 57343, + "FP": 200442, + "IoU": 0.27605361671295736, + "TN": 74163197, + "TP": 98298, + "n_pred": 298740, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0, + "FN": 13278, + "FP": 1969, + "IoU": 0.0, + "TN": 74504033, + "TP": 0, + "n_pred": 1969, + "n_ref": 13278 + }, + "5": { + "Dice": 0.0, + "FN": 10154, + "FP": 0, + "IoU": 0.0, + "TN": 74509126, + "TP": 0, + "n_pred": 0, + "n_ref": 10154 + }, + "6": { + "Dice": 0.8022535031779492, + "FN": 472782, + "FP": 85839, + "IoU": 0.6698024208850097, + "TN": 72827502, + "TP": 1133157, + "n_pred": 1218996, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.3254157240941382, + "FN": 134393, + "FP": 1587, + "IoU": 0.19432627475144865, + "TN": 74350502, + "TP": 32798, + "n_pred": 34385, + "n_ref": 167191 + }, + "8": { + "Dice": 0.8931316469641117, + "FN": 11682, + "FP": 929, + "IoU": 0.8068996141360936, + "TN": 74453972, + "TP": 52697, + "n_pred": 53626, + "n_ref": 64379 + }, + "9": { + "Dice": 0.05526875189796538, + "FN": 90219, + "FP": 0, + "IoU": 0.028419737663960026, + "TN": 74426422, + "TP": 2639, + "n_pred": 2639, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5816843966311144, + "FN": 156913, + "FP": 24326, + "IoU": 0.4101233852673239, + "TN": 65743931, + "TP": 126010, + "n_pred": 150336, + "n_ref": 282923 + }, + "10": { + "Dice": 0.003630571756494039, + "FN": 83378, + "FP": 1698, + "IoU": 0.001818587133789349, + "TN": 65965949, + "TP": 155, + "n_pred": 1853, + "n_ref": 83533 + }, + "11": { + "Dice": 0.0, + "FN": 3637, + "FP": 0, + "IoU": 0.0, + "TN": 66047543, + "TP": 0, + "n_pred": 0, + "n_ref": 3637 + }, + "12": { + "Dice": 0.0, + "FN": 3026, + "FP": 0, + "IoU": 0.0, + "TN": 66048154, + "TP": 0, + "n_pred": 0, + "n_ref": 3026 + }, + "13": { + "Dice": 0.05208686161604757, + "FN": 46242, + "FP": 4132, + "IoU": 0.026739827659492253, + "TN": 65999422, + "TP": 1384, + "n_pred": 5516, + "n_ref": 47626 + }, + "14": { + "Dice": 0.6970266243441083, + "FN": 21009, + "FP": 11730, + "IoU": 0.5349507805508601, + "TN": 65980781, + "TP": 37660, + "n_pred": 49390, + "n_ref": 58669 + }, + "15": { + "Dice": 0.742241226428107, + "FN": 5762, + "FP": 7319, + "IoU": 0.5901300328998903, + "TN": 66019265, + "TP": 18834, + "n_pred": 26153, + "n_ref": 24596 + }, + "2": { + "Dice": 0.03217847159094792, + "FN": 141595, + "FP": 6, + "IoU": 0.01635233232607412, + "TN": 65907225, + "TP": 2354, + "n_pred": 2360, + "n_ref": 143949 + }, + "3": { + "Dice": 0.07070880726720165, + "FN": 150452, + "FP": 17115, + "IoU": 0.036650147750399556, + "TN": 65877238, + "TP": 6375, + "n_pred": 23490, + "n_ref": 156827 + }, + "4": { + "Dice": 0.4989225038004711, + "FN": 14595, + "FP": 15400, + "IoU": 0.3323762464387464, + "TN": 66006252, + "TP": 14933, + "n_pred": 30333, + "n_ref": 29528 + }, + "5": { + "Dice": 0.0, + "FN": 9979, + "FP": 0, + "IoU": 0.0, + "TN": 66041201, + "TP": 0, + "n_pred": 0, + "n_ref": 9979 + }, + "6": { + "Dice": 0.7247287824144744, + "FN": 110241, + "FP": 583500, + "IoU": 0.5682938440237092, + "TN": 64444205, + "TP": 913234, + "n_pred": 1496734, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.20641225110571124, + "FN": 858458, + "FP": 49454, + "IoU": 0.11508344168438946, + "TN": 65025194, + "TP": 118074, + "n_pred": 167528, + "n_ref": 976532 + }, + "8": { + "Dice": 0.647715308485997, + "FN": 39772, + "FP": 5399, + "IoU": 0.47897851136717534, + "TN": 65964483, + "TP": 41526, + "n_pred": 46925, + "n_ref": 81298 + }, + "9": { + "Dice": 0.33405342315686015, + "FN": 53771, + "FP": 11274, + "IoU": 0.20051868877444412, + "TN": 65969821, + "TP": 16314, + "n_pred": 27588, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8587839471924659, + "FN": 32913, + "FP": 6793, + "IoU": 0.7525165327632309, + "TN": 113312101, + "TP": 120733, + "n_pred": 127526, + "n_ref": 153646 + }, + "10": { + "Dice": 0.12308557503046208, + "FN": 74000, + "FP": 19558, + "IoU": 0.0655786824337821, + "TN": 113372416, + "TP": 6566, + "n_pred": 26124, + "n_ref": 80566 + }, + "11": { + "Dice": 0.0, + "FN": 3230, + "FP": 0, + "IoU": 0.0, + "TN": 113469310, + "TP": 0, + "n_pred": 0, + "n_ref": 3230 + }, + "12": { + "Dice": 0.0, + "FN": 4083, + "FP": 0, + "IoU": 0.0, + "TN": 113468457, + "TP": 0, + "n_pred": 0, + "n_ref": 4083 + }, + "13": { + "Dice": 0.013035693583914057, + "FN": 76370, + "FP": 251, + "IoU": 0.006560607828646259, + "TN": 113395413, + "TP": 506, + "n_pred": 757, + "n_ref": 76876 + }, + "14": { + "Dice": 0.6997151192387516, + "FN": 120646, + "FP": 2048, + "IoU": 0.5381244753296718, + "TN": 113206897, + "TP": 142949, + "n_pred": 144997, + "n_ref": 263595 + }, + "15": { + "Dice": 0.4473633378404481, + "FN": 5671, + "FP": 34383, + "IoU": 0.2881313759641702, + "TN": 113416274, + "TP": 16212, + "n_pred": 50595, + "n_ref": 21883 + }, + "2": { + "Dice": 0.07562273730365926, + "FN": 121845, + "FP": 6331, + "IoU": 0.039297251515901035, + "TN": 113339121, + "TP": 5243, + "n_pred": 11574, + "n_ref": 127088 + }, + "3": { + "Dice": 0.542402569769517, + "FN": 21519, + "FP": 145154, + "IoU": 0.3721209701115824, + "TN": 113207086, + "TP": 98781, + "n_pred": 243935, + "n_ref": 120300 + }, + "4": { + "Dice": 0.5413452998644417, + "FN": 19511, + "FP": 113, + "IoU": 0.37112642204774876, + "TN": 113441335, + "TP": 11581, + "n_pred": 11694, + "n_ref": 31092 + }, + "5": { + "Dice": 0.0, + "FN": 32826, + "FP": 0, + "IoU": 0.0, + "TN": 113439714, + "TP": 0, + "n_pred": 0, + "n_ref": 32826 + }, + "6": { + "Dice": 0.8762450528883658, + "FN": 193917, + "FP": 74344, + "IoU": 0.7797474486235293, + "TN": 112254570, + "TP": 949709, + "n_pred": 1024053, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.2006609845190468, + "FN": 186300, + "FP": 66447, + "IoU": 0.11151927613008004, + "TN": 113188069, + "TP": 31724, + "n_pred": 98171, + "n_ref": 218024 + }, + "8": { + "Dice": 0.49057847196980764, + "FN": 142366, + "FP": 7597, + "IoU": 0.3250109150159112, + "TN": 113250369, + "TP": 72208, + "n_pred": 79805, + "n_ref": 214574 + }, + "9": { + "Dice": 0.17891862927712995, + "FN": 95721, + "FP": 816, + "IoU": 0.09824856382233431, + "TN": 113365485, + "TP": 10518, + "n_pred": 11334, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4759604379297008, + "FN": 66890, + "FP": 65888, + "IoU": 0.3123018914831465, + "TN": 75003652, + "TP": 60298, + "n_pred": 126186, + "n_ref": 127188 + }, + "10": { + "Dice": 0.02979663513283861, + "FN": 98477, + "FP": 4285, + "IoU": 0.015123634272570442, + "TN": 75092388, + "TP": 1578, + "n_pred": 5863, + "n_ref": 100055 + }, + "11": { + "Dice": 0.0, + "FN": 3544, + "FP": 0, + "IoU": 0.0, + "TN": 75193184, + "TP": 0, + "n_pred": 0, + "n_ref": 3544 + }, + "12": { + "Dice": 0.0, + "FN": 3106, + "FP": 0, + "IoU": 0.0, + "TN": 75193622, + "TP": 0, + "n_pred": 0, + "n_ref": 3106 + }, + "13": { + "Dice": 0.0, + "FN": 55260, + "FP": 457, + "IoU": 0.0, + "TN": 75141011, + "TP": 0, + "n_pred": 457, + "n_ref": 55260 + }, + "14": { + "Dice": 0.8309771479352431, + "FN": 36275, + "FP": 3096, + "IoU": 0.7108305423350373, + "TN": 75060576, + "TP": 96781, + "n_pred": 99877, + "n_ref": 133056 + }, + "15": { + "Dice": 0.06753920794313438, + "FN": 70819, + "FP": 11825, + "IoU": 0.0349498464448778, + "TN": 75111091, + "TP": 2993, + "n_pred": 14818, + "n_ref": 73812 + }, + "2": { + "Dice": 0.018169386884735413, + "FN": 144970, + "FP": 67, + "IoU": 0.00916798174601548, + "TN": 75050349, + "TP": 1342, + "n_pred": 1409, + "n_ref": 146312 + }, + "3": { + "Dice": 0.5684541077674709, + "FN": 27497, + "FP": 154728, + "IoU": 0.39709108234103024, + "TN": 74894485, + "TP": 120018, + "n_pred": 274746, + "n_ref": 147515 + }, + "4": { + "Dice": 0.5993304738989434, + "FN": 13505, + "FP": 1815, + "IoU": 0.4278885652401225, + "TN": 75169950, + "TP": 11458, + "n_pred": 13273, + "n_ref": 24963 + }, + "5": { + "Dice": 0.0, + "FN": 7701, + "FP": 0, + "IoU": 0.0, + "TN": 75189027, + "TP": 0, + "n_pred": 0, + "n_ref": 7701 + }, + "6": { + "Dice": 0.8219779502138927, + "FN": 98559, + "FP": 403024, + "IoU": 0.6977610906036427, + "TN": 73537170, + "TP": 1157975, + "n_pred": 1560999, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.31973720725394855, + "FN": 98815, + "FP": 126703, + "IoU": 0.19029000025133117, + "TN": 74918211, + "TP": 52999, + "n_pred": 179702, + "n_ref": 151814 + }, + "8": { + "Dice": 0.5493846450489026, + "FN": 43425, + "FP": 24348, + "IoU": 0.3787252376543493, + "TN": 75087641, + "TP": 41314, + "n_pred": 65662, + "n_ref": 84739 + }, + "9": { + "Dice": 0.019945224322365916, + "FN": 76421, + "FP": 3378, + "IoU": 0.010073066951160512, + "TN": 75116117, + "TP": 812, + "n_pred": 4190, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7497534711785396, + "FN": 73671, + "FP": 21239, + "IoU": 0.5996845053313538, + "TN": 86690784, + "TP": 142178, + "n_pred": 163417, + "n_ref": 215849 + }, + "10": { + "Dice": 0.18029255287494494, + "FN": 61254, + "FP": 7617, + "IoU": 0.09907776833017203, + "TN": 86851427, + "TP": 7574, + "n_pred": 15191, + "n_ref": 68828 + }, + "11": { + "Dice": 0.0, + "FN": 2590, + "FP": 0, + "IoU": 0.0, + "TN": 86925282, + "TP": 0, + "n_pred": 0, + "n_ref": 2590 + }, + "12": { + "Dice": 0.0, + "FN": 4915, + "FP": 0, + "IoU": 0.0, + "TN": 86922957, + "TP": 0, + "n_pred": 0, + "n_ref": 4915 + }, + "13": { + "Dice": 0.050979466603729054, + "FN": 53849, + "FP": 2445, + "IoU": 0.026156454347299588, + "TN": 86870066, + "TP": 1512, + "n_pred": 3957, + "n_ref": 55361 + }, + "14": { + "Dice": 0.5765412282266215, + "FN": 44486, + "FP": 12498, + "IoU": 0.4050283995990645, + "TN": 86832096, + "TP": 38792, + "n_pred": 51290, + "n_ref": 83278 + }, + "15": { + "Dice": 0.6245376495313921, + "FN": 84054, + "FP": 10451, + "IoU": 0.45405652093539145, + "TN": 86754768, + "TP": 78599, + "n_pred": 89050, + "n_ref": 162653 + }, + "2": { + "Dice": 0.007977956489699144, + "FN": 123721, + "FP": 127, + "IoU": 0.004004953918903704, + "TN": 86803526, + "TP": 498, + "n_pred": 625, + "n_ref": 124219 + }, + "3": { + "Dice": 0.13904739088770798, + "FN": 157582, + "FP": 544, + "IoU": 0.07471839433570321, + "TN": 86756977, + "TP": 12769, + "n_pred": 13313, + "n_ref": 170351 + }, + "4": { + "Dice": 0.42843264248704666, + "FN": 8584, + "FP": 12596, + "IoU": 0.2726148773954255, + "TN": 86898754, + "TP": 7938, + "n_pred": 20534, + "n_ref": 16522 + }, + "5": { + "Dice": 0.0, + "FN": 5473, + "FP": 0, + "IoU": 0.0, + "TN": 86922399, + "TP": 0, + "n_pred": 0, + "n_ref": 5473 + }, + "6": { + "Dice": 0.8177100333297238, + "FN": 113348, + "FP": 359691, + "IoU": 0.6916323883155912, + "TN": 85393862, + "TP": 1060971, + "n_pred": 1420662, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.19560988654416647, + "FN": 905804, + "FP": 59769, + "IoU": 0.10840775788198445, + "TN": 85844896, + "TP": 117403, + "n_pred": 177172, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.7316548354012911, + "FN": 18005, + "FP": 8683, + "IoU": 0.576857826893501, + "TN": 86864801, + "TP": 36383, + "n_pred": 45066, + "n_ref": 54388 + }, + "9": { + "Dice": 0.13786644466908485, + "FN": 46123, + "FP": 11871, + "IoU": 0.07403681882773706, + "TN": 86865241, + "TP": 4637, + "n_pred": 16508, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.24379981838361417, + "FN": 64300, + "FP": 85594, + "IoU": 0.13882233980822375, + "TN": 37575543, + "TP": 24163, + "n_pred": 109757, + "n_ref": 88463 + }, + "10": { + "Dice": 0.16241099243435692, + "FN": 53405, + "FP": 6821, + "IoU": 0.08838265344736244, + "TN": 37683535, + "TP": 5839, + "n_pred": 12660, + "n_ref": 59244 + }, + "11": { + "Dice": 0.0, + "FN": 2588, + "FP": 0, + "IoU": 0.0, + "TN": 37747012, + "TP": 0, + "n_pred": 0, + "n_ref": 2588 + }, + "12": { + "Dice": 0.0, + "FN": 2917, + "FP": 0, + "IoU": 0.0, + "TN": 37746683, + "TP": 0, + "n_pred": 0, + "n_ref": 2917 + }, + "13": { + "Dice": 0.0, + "FN": 44885, + "FP": 0, + "IoU": 0.0, + "TN": 37704715, + "TP": 0, + "n_pred": 0, + "n_ref": 44885 + }, + "14": { + "Dice": 0.3274137579097775, + "FN": 54560, + "FP": 133255, + "IoU": 0.19575298999267757, + "TN": 37516071, + "TP": 45714, + "n_pred": 178969, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 5132, + "IoU": 0.0, + "TN": 37744468, + "TP": 0, + "n_pred": 5132, + "n_ref": 0 + }, + "2": { + "Dice": 3.9876780747490255e-05, + "FN": 100230, + "FP": 75, + "IoU": 1.9938787921082276e-05, + "TN": 37649293, + "TP": 2, + "n_pred": 77, + "n_ref": 100232 + }, + "3": { + "Dice": 0.37059723037252473, + "FN": 45439, + "FP": 101502, + "IoU": 0.22744359913985732, + "TN": 37559399, + "TP": 43260, + "n_pred": 144762, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 0, + "IoU": 0.0, + "TN": 37737906, + "TP": 0, + "n_pred": 0, + "n_ref": 11694 + }, + "5": { + "Dice": 0.0, + "FN": 10049, + "FP": 0, + "IoU": 0.0, + "TN": 37739551, + "TP": 0, + "n_pred": 0, + "n_ref": 10049 + }, + "6": { + "Dice": 0.8278997722797837, + "FN": 205361, + "FP": 17964, + "IoU": 0.7063387180549254, + "TN": 36989115, + "TP": 537160, + "n_pred": 555124, + "n_ref": 742521 + }, + "7": { + "Dice": 0.41328486915351703, + "FN": 254157, + "FP": 4592, + "IoU": 0.26046570119554935, + "TN": 37399719, + "TP": 91132, + "n_pred": 95724, + "n_ref": 345289 + }, + "8": { + "Dice": 0.5939104986724034, + "FN": 32120, + "FP": 30739, + "IoU": 0.42238456237077876, + "TN": 37640775, + "TP": 45966, + "n_pred": 76705, + "n_ref": 78086 + }, + "9": { + "Dice": 0.02405609492988134, + "FN": 54102, + "FP": 180, + "IoU": 0.012174482720969592, + "TN": 37694649, + "TP": 669, + "n_pred": 849, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7351502043331883, + "FN": 70393, + "FP": 21570, + "IoU": 0.5812154192946105, + "TN": 75687093, + "TP": 127632, + "n_pred": 149202, + "n_ref": 198025 + }, + "10": { + "Dice": 0.012120185421896416, + "FN": 113324, + "FP": 14968, + "IoU": 0.006097041346772132, + "TN": 75777609, + "TP": 787, + "n_pred": 15755, + "n_ref": 114111 + }, + "11": { + "Dice": 0.0, + "FN": 4342, + "FP": 0, + "IoU": 0.0, + "TN": 75902346, + "TP": 0, + "n_pred": 0, + "n_ref": 4342 + }, + "12": { + "Dice": 0.0, + "FN": 4584, + "FP": 0, + "IoU": 0.0, + "TN": 75902104, + "TP": 0, + "n_pred": 0, + "n_ref": 4584 + }, + "13": { + "Dice": 0.011707150334337413, + "FN": 41227, + "FP": 5034, + "IoU": 0.005888041259267218, + "TN": 75860153, + "TP": 274, + "n_pred": 5308, + "n_ref": 41501 + }, + "14": { + "Dice": 0.6988934239552725, + "FN": 45427, + "FP": 22001, + "IoU": 0.5371530947755713, + "TN": 75761007, + "TP": 78253, + "n_pred": 100254, + "n_ref": 123680 + }, + "15": { + "Dice": 0.5693384729507762, + "FN": 101308, + "FP": 28738, + "IoU": 0.39795469591263244, + "TN": 75690681, + "TP": 85961, + "n_pred": 114699, + "n_ref": 187269 + }, + "2": { + "Dice": 0.29539308129077463, + "FN": 158143, + "FP": 6778, + "IoU": 0.17329102566030546, + "TN": 75707197, + "TP": 34570, + "n_pred": 41348, + "n_ref": 192713 + }, + "3": { + "Dice": 0.061249349654031525, + "FN": 241406, + "FP": 59917, + "IoU": 0.03159217491073523, + "TN": 75595535, + "TP": 9830, + "n_pred": 69747, + "n_ref": 251236 + }, + "4": { + "Dice": 0.6768865826538176, + "FN": 7349, + "FP": 14445, + "IoU": 0.5115862130787504, + "TN": 75862066, + "TP": 22828, + "n_pred": 37273, + "n_ref": 30177 + }, + "5": { + "Dice": 0.0, + "FN": 9629, + "FP": 0, + "IoU": 0.0, + "TN": 75897059, + "TP": 0, + "n_pred": 0, + "n_ref": 9629 + }, + "6": { + "Dice": 0.8045160960077281, + "FN": 174552, + "FP": 570141, + "IoU": 0.6729627168722874, + "TN": 73629599, + "TP": 1532396, + "n_pred": 2102537, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.46402201878777, + "FN": 176794, + "FP": 47151, + "IoU": 0.30210199915857705, + "TN": 75585803, + "TP": 96940, + "n_pred": 144091, + "n_ref": 273734 + }, + "8": { + "Dice": 0.7196607641095057, + "FN": 39645, + "FP": 947, + "IoU": 0.5620860034090663, + "TN": 75813994, + "TP": 52102, + "n_pred": 53049, + "n_ref": 91747 + }, + "9": { + "Dice": 0.4289428374655647, + "FN": 52833, + "FP": 13501, + "IoU": 0.27302815435028, + "TN": 75815441, + "TP": 24913, + "n_pred": 38414, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.47933399203686133, + "FN": 46050, + "FP": 60396, + "IoU": 0.3152131957489514, + "TN": 61232306, + "TP": 48998, + "n_pred": 109394, + "n_ref": 95048 + }, + "10": { + "Dice": 0.15070687052805015, + "FN": 71513, + "FP": 2198, + "IoU": 0.08149431159736327, + "TN": 61307499, + "TP": 6540, + "n_pred": 8738, + "n_ref": 78053 + }, + "11": { + "Dice": 0.0, + "FN": 3342, + "FP": 0, + "IoU": 0.0, + "TN": 61384408, + "TP": 0, + "n_pred": 0, + "n_ref": 3342 + }, + "12": { + "Dice": 0.0, + "FN": 3369, + "FP": 0, + "IoU": 0.0, + "TN": 61384381, + "TP": 0, + "n_pred": 0, + "n_ref": 3369 + }, + "13": { + "Dice": 0.0, + "FN": 39455, + "FP": 198, + "IoU": 0.0, + "TN": 61348097, + "TP": 0, + "n_pred": 198, + "n_ref": 39455 + }, + "14": { + "Dice": 0.7222098987938445, + "FN": 14367, + "FP": 25707, + "IoU": 0.5652022958325648, + "TN": 61295583, + "TP": 52093, + "n_pred": 77800, + "n_ref": 66460 + }, + "15": { + "Dice": 0.6386726370747478, + "FN": 8357, + "FP": 30537, + "IoU": 0.4691543375006824, + "TN": 61314482, + "TP": 34374, + "n_pred": 64911, + "n_ref": 42731 + }, + "2": { + "Dice": 0.18226604309652514, + "FN": 119660, + "FP": 1511, + "IoU": 0.1002710228327455, + "TN": 61253075, + "TP": 13504, + "n_pred": 15015, + "n_ref": 133164 + }, + "3": { + "Dice": 0.5828771467537028, + "FN": 26558, + "FP": 126675, + "IoU": 0.41131024414606504, + "TN": 61127455, + "TP": 107062, + "n_pred": 233737, + "n_ref": 133620 + }, + "4": { + "Dice": 0.27440193005794683, + "FN": 12891, + "FP": 19290, + "IoU": 0.159018449798777, + "TN": 61349484, + "TP": 6085, + "n_pred": 25375, + "n_ref": 18976 + }, + "5": { + "Dice": 0.0, + "FN": 27695, + "FP": 0, + "IoU": 0.0, + "TN": 61360055, + "TP": 0, + "n_pred": 0, + "n_ref": 27695 + }, + "6": { + "Dice": 0.8350637530192007, + "FN": 226302, + "FP": 77231, + "IoU": 0.7168321486978028, + "TN": 60315831, + "TP": 768386, + "n_pred": 845617, + "n_ref": 994688 + }, + "7": { + "Dice": 0.0762879788639366, + "FN": 170895, + "FP": 52865, + "IoU": 0.03965665236051502, + "TN": 61154750, + "TP": 9240, + "n_pred": 62105, + "n_ref": 180135 + }, + "8": { + "Dice": 0.40329454055847425, + "FN": 183711, + "FP": 1538, + "IoU": 0.2525791705500482, + "TN": 61139899, + "TP": 62602, + "n_pred": 64140, + "n_ref": 246313 + }, + "9": { + "Dice": 0.08223905139072234, + "FN": 76166, + "FP": 3090, + "IoU": 0.042882848068400016, + "TN": 61304943, + "TP": 3551, + "n_pred": 6641, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8224541435170595, + "FN": 48510, + "FP": 10641, + "IoU": 0.6984476561902577, + "TN": 39552645, + "TP": 137004, + "n_pred": 147645, + "n_ref": 185514 + }, + "10": { + "Dice": 0.20091735129329114, + "FN": 44911, + "FP": 10141, + "IoU": 0.11167766608038984, + "TN": 39686827, + "TP": 6921, + "n_pred": 17062, + "n_ref": 51832 + }, + "11": { + "Dice": 0.0, + "FN": 3031, + "FP": 0, + "IoU": 0.0, + "TN": 39745769, + "TP": 0, + "n_pred": 0, + "n_ref": 3031 + }, + "12": { + "Dice": 0.0, + "FN": 3460, + "FP": 0, + "IoU": 0.0, + "TN": 39745340, + "TP": 0, + "n_pred": 0, + "n_ref": 3460 + }, + "13": { + "Dice": 0.03504766736423785, + "FN": 42982, + "FP": 2667, + "IoU": 0.017836395714101297, + "TN": 39702322, + "TP": 829, + "n_pred": 3496, + "n_ref": 43811 + }, + "14": { + "Dice": 0.16353461640261654, + "FN": 29008, + "FP": 15236, + "IoU": 0.0890485700755626, + "TN": 39700231, + "TP": 4325, + "n_pred": 19561, + "n_ref": 33333 + }, + "15": { + "Dice": 0.38571297905423946, + "FN": 39065, + "FP": 1231, + "IoU": 0.23893705025780498, + "TN": 39695853, + "TP": 12651, + "n_pred": 13882, + "n_ref": 51716 + }, + "2": { + "Dice": 0.09689925578941479, + "FN": 111786, + "FP": 1191, + "IoU": 0.05091651405433559, + "TN": 39629762, + "TP": 6061, + "n_pred": 7252, + "n_ref": 117847 + }, + "3": { + "Dice": 0.6646095432078949, + "FN": 14198, + "FP": 106994, + "IoU": 0.4976893011534843, + "TN": 39507531, + "TP": 120077, + "n_pred": 227071, + "n_ref": 134275 + }, + "4": { + "Dice": 0.3777836691410392, + "FN": 18073, + "FP": 703, + "IoU": 0.23288118973688512, + "TN": 39724324, + "TP": 5700, + "n_pred": 6403, + "n_ref": 23773 + }, + "5": { + "Dice": 0.0, + "FN": 6524, + "FP": 0, + "IoU": 0.0, + "TN": 39742276, + "TP": 0, + "n_pred": 0, + "n_ref": 6524 + }, + "6": { + "Dice": 0.8749585313114263, + "FN": 118285, + "FP": 113141, + "IoU": 0.7777122494260933, + "TN": 38707690, + "TP": 809684, + "n_pred": 922825, + "n_ref": 927969 + }, + "7": { + "Dice": 0.19338875523326, + "FN": 653022, + "FP": 6469, + "IoU": 0.10704503018757049, + "TN": 39010251, + "TP": 79058, + "n_pred": 85527, + "n_ref": 732080 + }, + "8": { + "Dice": 0.6694770232480487, + "FN": 9434, + "FP": 30161, + "IoU": 0.5031683292552858, + "TN": 39669105, + "TP": 40100, + "n_pred": 70261, + "n_ref": 49534 + }, + "9": { + "Dice": 0.0, + "FN": 41629, + "FP": 5037, + "IoU": 0.0, + "TN": 39702134, + "TP": 0, + "n_pred": 5037, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6051490462208567, + "FN": 34714, + "FP": 46510, + "IoU": 0.433844952811119, + "TN": 101253142, + "TP": 62242, + "n_pred": 108752, + "n_ref": 96956 + }, + "10": { + "Dice": 0.09354318683183438, + "FN": 77981, + "FP": 7487, + "IoU": 0.04906651238345312, + "TN": 101306730, + "TP": 4410, + "n_pred": 11897, + "n_ref": 82391 + }, + "11": { + "Dice": 0.0, + "FN": 5529, + "FP": 0, + "IoU": 0.0, + "TN": 101391079, + "TP": 0, + "n_pred": 0, + "n_ref": 5529 + }, + "12": { + "Dice": 0.0, + "FN": 5225, + "FP": 0, + "IoU": 0.0, + "TN": 101391383, + "TP": 0, + "n_pred": 0, + "n_ref": 5225 + }, + "13": { + "Dice": 0.008772579212318625, + "FN": 49708, + "FP": 3850, + "IoU": 0.0044056139046379774, + "TN": 101342813, + "TP": 237, + "n_pred": 4087, + "n_ref": 49945 + }, + "14": { + "Dice": 0.6869853745342651, + "FN": 82909, + "FP": 1522, + "IoU": 0.5232122789878193, + "TN": 101219525, + "TP": 92652, + "n_pred": 94174, + "n_ref": 175561 + }, + "15": { + "Dice": 0.429952338112283, + "FN": 15643, + "FP": 14138, + "IoU": 0.2738466790207744, + "TN": 101355596, + "TP": 11231, + "n_pred": 25369, + "n_ref": 26874 + }, + "2": { + "Dice": 0.0, + "FN": 181739, + "FP": 810, + "IoU": 0.0, + "TN": 101214059, + "TP": 0, + "n_pred": 810, + "n_ref": 181739 + }, + "3": { + "Dice": 0.3073305023828478, + "FN": 95562, + "FP": 227249, + "IoU": 0.18156557013373897, + "TN": 101002183, + "TP": 71614, + "n_pred": 298863, + "n_ref": 167176 + }, + "4": { + "Dice": 0.38631477500185335, + "FN": 4935, + "FP": 11621, + "IoU": 0.2393990903661506, + "TN": 101374841, + "TP": 5211, + "n_pred": 16832, + "n_ref": 10146 + }, + "5": { + "Dice": 0.0, + "FN": 38516, + "FP": 0, + "IoU": 0.0, + "TN": 101358092, + "TP": 0, + "n_pred": 0, + "n_ref": 38516 + }, + "6": { + "Dice": 0.7369557554219546, + "FN": 200890, + "FP": 962455, + "IoU": 0.5834758034689076, + "TN": 98603625, + "TP": 1629638, + "n_pred": 2592093, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.5205253013043979, + "FN": 284677, + "FP": 40193, + "IoU": 0.3518311612650934, + "TN": 100895396, + "TP": 176342, + "n_pred": 216535, + "n_ref": 461019 + }, + "8": { + "Dice": 0.47578661281139556, + "FN": 167138, + "FP": 28056, + "IoU": 0.31215223328341113, + "TN": 101112833, + "TP": 88581, + "n_pred": 116637, + "n_ref": 255719 + }, + "9": { + "Dice": 0.5531523858618912, + "FN": 49599, + "FP": 10212, + "IoU": 0.38231558075409733, + "TN": 101299777, + "TP": 37020, + "n_pred": 47232, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.28937165138488824, + "FN": 177514, + "FP": 16398, + "IoU": 0.16916102882262965, + "TN": 73650111, + "TP": 39481, + "n_pred": 55879, + "n_ref": 216995 + }, + "10": { + "Dice": 0.0, + "FN": 75841, + "FP": 9168, + "IoU": 0.0, + "TN": 73798495, + "TP": 0, + "n_pred": 9168, + "n_ref": 75841 + }, + "11": { + "Dice": 0.0, + "FN": 6259, + "FP": 0, + "IoU": 0.0, + "TN": 73877245, + "TP": 0, + "n_pred": 0, + "n_ref": 6259 + }, + "12": { + "Dice": 0.0, + "FN": 5541, + "FP": 0, + "IoU": 0.0, + "TN": 73877963, + "TP": 0, + "n_pred": 0, + "n_ref": 5541 + }, + "13": { + "Dice": 0.0, + "FN": 61239, + "FP": 7220, + "IoU": 0.0, + "TN": 73815045, + "TP": 0, + "n_pred": 7220, + "n_ref": 61239 + }, + "14": { + "Dice": 0.47042752272893057, + "FN": 65672, + "FP": 14187, + "IoU": 0.30755490813238645, + "TN": 73768175, + "TP": 35470, + "n_pred": 49657, + "n_ref": 101142 + }, + "15": { + "Dice": 0.6720145595571468, + "FN": 98107, + "FP": 22999, + "IoU": 0.5060406078948012, + "TN": 73638330, + "TP": 124068, + "n_pred": 147067, + "n_ref": 222175 + }, + "2": { + "Dice": 0.018080179873552194, + "FN": 189297, + "FP": 1111, + "IoU": 0.009122558687767028, + "TN": 73691343, + "TP": 1753, + "n_pred": 2864, + "n_ref": 191050 + }, + "3": { + "Dice": 0.016628285482755936, + "FN": 185715, + "FP": 29076, + "IoU": 0.008383847244087217, + "TN": 73666897, + "TP": 1816, + "n_pred": 30892, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 19443, + "IoU": 0.0, + "TN": 73816173, + "TP": 0, + "n_pred": 19443, + "n_ref": 47888 + }, + "5": { + "Dice": 0.0, + "FN": 15128, + "FP": 0, + "IoU": 0.0, + "TN": 73868376, + "TP": 0, + "n_pred": 0, + "n_ref": 15128 + }, + "6": { + "Dice": 0.4591499174267739, + "FN": 767579, + "FP": 1432220, + "IoU": 0.2979848089179394, + "TN": 70749955, + "TP": 933750, + "n_pred": 2365970, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.1287647673603302, + "FN": 148266, + "FP": 181013, + "IoU": 0.0688127099759058, + "TN": 73529892, + "TP": 24333, + "n_pred": 205346, + "n_ref": 172599 + }, + "8": { + "Dice": 0.46783276874675983, + "FN": 46509, + "FP": 28426, + "IoU": 0.30534053933792515, + "TN": 73775631, + "TP": 32938, + "n_pred": 61364, + "n_ref": 79447 + }, + "9": { + "Dice": 0.25688930406352173, + "FN": 75606, + "FP": 8717, + "IoU": 0.14737406216505894, + "TN": 73784606, + "TP": 14575, + "n_pred": 23292, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.47685555228359483, + "FN": 119330, + "FP": 29898, + "IoU": 0.3130730988768183, + "TN": 69278536, + "TP": 68012, + "n_pred": 97910, + "n_ref": 187342 + }, + "10": { + "Dice": 0.08126602166542628, + "FN": 63542, + "FP": 25340, + "IoU": 0.04235398058461638, + "TN": 69402963, + "TP": 3931, + "n_pred": 29271, + "n_ref": 67473 + }, + "11": { + "Dice": 0.0, + "FN": 3461, + "FP": 0, + "IoU": 0.0, + "TN": 69492315, + "TP": 0, + "n_pred": 0, + "n_ref": 3461 + }, + "12": { + "Dice": 0.0, + "FN": 3152, + "FP": 0, + "IoU": 0.0, + "TN": 69492624, + "TP": 0, + "n_pred": 0, + "n_ref": 3152 + }, + "13": { + "Dice": 0.35756432759457746, + "FN": 58669, + "FP": 10141, + "IoU": 0.2177037028615605, + "TN": 69407817, + "TP": 19149, + "n_pred": 29290, + "n_ref": 77818 + }, + "14": { + "Dice": 0.6107800350029907, + "FN": 82110, + "FP": 5735, + "IoU": 0.43965682209606427, + "TN": 69339006, + "TP": 68925, + "n_pred": 74660, + "n_ref": 151035 + }, + "15": { + "Dice": 0.5451435901090287, + "FN": 44271, + "FP": 38708, + "IoU": 0.3747061128526646, + "TN": 69363072, + "TP": 49725, + "n_pred": 88433, + "n_ref": 93996 + }, + "2": { + "Dice": 0.07680043029755844, + "FN": 144153, + "FP": 24, + "IoU": 0.039933676934755684, + "TN": 69345602, + "TP": 5997, + "n_pred": 6021, + "n_ref": 150150 + }, + "3": { + "Dice": 0.6491522771140904, + "FN": 17024, + "FP": 151111, + "IoU": 0.48055177953534356, + "TN": 69172096, + "TP": 155545, + "n_pred": 306656, + "n_ref": 172569 + }, + "4": { + "Dice": 0.16763931345693225, + "FN": 30785, + "FP": 32114, + "IoU": 0.09148816315918709, + "TN": 69426543, + "TP": 6334, + "n_pred": 38448, + "n_ref": 37119 + }, + "5": { + "Dice": 0.0, + "FN": 19093, + "FP": 0, + "IoU": 0.0, + "TN": 69476683, + "TP": 0, + "n_pred": 0, + "n_ref": 19093 + }, + "6": { + "Dice": 0.8177795871209851, + "FN": 160036, + "FP": 414687, + "IoU": 0.6917319124354135, + "TN": 67631415, + "TP": 1289638, + "n_pred": 1704325, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.37206194149969474, + "FN": 229198, + "FP": 53641, + "IoU": 0.22854797180824368, + "TN": 69129144, + "TP": 83793, + "n_pred": 137434, + "n_ref": 312991 + }, + "8": { + "Dice": 0.5708033654498575, + "FN": 38210, + "FP": 37696, + "IoU": 0.39938756616896526, + "TN": 69369395, + "TP": 50475, + "n_pred": 88171, + "n_ref": 88685 + }, + "9": { + "Dice": 0.056366962425285896, + "FN": 77488, + "FP": 18973, + "IoU": 0.029000825431338206, + "TN": 69396434, + "TP": 2881, + "n_pred": 21854, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.66759775684519, + "FN": 92948, + "FP": 16057, + "IoU": 0.5010482084332717, + "TN": 50615084, + "TP": 109463, + "n_pred": 125520, + "n_ref": 202411 + }, + "10": { + "Dice": 0.19727671534648764, + "FN": 65452, + "FP": 19086, + "IoU": 0.1094326106651497, + "TN": 50738626, + "TP": 10388, + "n_pred": 29474, + "n_ref": 75840 + }, + "11": { + "Dice": 0.0, + "FN": 6729, + "FP": 0, + "IoU": 0.0, + "TN": 50826823, + "TP": 0, + "n_pred": 0, + "n_ref": 6729 + }, + "12": { + "Dice": 0.0, + "FN": 6299, + "FP": 0, + "IoU": 0.0, + "TN": 50827253, + "TP": 0, + "n_pred": 0, + "n_ref": 6299 + }, + "13": { + "Dice": 0.2820794409184911, + "FN": 38374, + "FP": 11963, + "IoU": 0.16419818682960846, + "TN": 50773326, + "TP": 9889, + "n_pred": 21852, + "n_ref": 48263 + }, + "14": { + "Dice": 0.1225805805605343, + "FN": 44616, + "FP": 43011, + "IoU": 0.06529205956393737, + "TN": 50739804, + "TP": 6121, + "n_pred": 49132, + "n_ref": 50737 + }, + "15": { + "Dice": 0.4933549944718969, + "FN": 12891, + "FP": 32017, + "IoU": 0.32745271292288797, + "TN": 50766779, + "TP": 21865, + "n_pred": 53882, + "n_ref": 34756 + }, + "2": { + "Dice": 0.16200950605697578, + "FN": 193340, + "FP": 421, + "IoU": 0.08814490966676236, + "TN": 50621061, + "TP": 18730, + "n_pred": 19151, + "n_ref": 212070 + }, + "3": { + "Dice": 0.629899244761921, + "FN": 18395, + "FP": 198695, + "IoU": 0.45974665903491524, + "TN": 50431722, + "TP": 184740, + "n_pred": 383435, + "n_ref": 203135 + }, + "4": { + "Dice": 0.4840084685956246, + "FN": 9392, + "FP": 8887, + "IoU": 0.31926858334574704, + "TN": 50806700, + "TP": 8573, + "n_pred": 17460, + "n_ref": 17965 + }, + "5": { + "Dice": 0.0, + "FN": 12844, + "FP": 0, + "IoU": 0.0, + "TN": 50820708, + "TP": 0, + "n_pred": 0, + "n_ref": 12844 + }, + "6": { + "Dice": 0.8408206854351611, + "FN": 200473, + "FP": 555230, + "IoU": 0.7253586005809712, + "TN": 48081953, + "TP": 1995896, + "n_pred": 2551126, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.37383938048772725, + "FN": 146126, + "FP": 129359, + "IoU": 0.2298908090640218, + "TN": 50475830, + "TP": 82237, + "n_pred": 211596, + "n_ref": 228363 + }, + "8": { + "Dice": 0.757638074206979, + "FN": 20582, + "FP": 32099, + "IoU": 0.6098368426119994, + "TN": 50698529, + "TP": 82342, + "n_pred": 114441, + "n_ref": 102924 + }, + "9": { + "Dice": 0.2745858376957711, + "FN": 95999, + "FP": 5020, + "IoU": 0.15914198671527743, + "TN": 50713414, + "TP": 19119, + "n_pred": 24139, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6602847397300905, + "FN": 78384, + "FP": 59058, + "IoU": 0.4928545335798178, + "TN": 76613849, + "TP": 133569, + "n_pred": 192627, + "n_ref": 211953 + }, + "10": { + "Dice": 0.0399892267637968, + "FN": 63400, + "FP": 11453, + "IoU": 0.020402554572580223, + "TN": 76808448, + "TP": 1559, + "n_pred": 13012, + "n_ref": 64959 + }, + "11": { + "Dice": 0.0, + "FN": 2874, + "FP": 0, + "IoU": 0.0, + "TN": 76881986, + "TP": 0, + "n_pred": 0, + "n_ref": 2874 + }, + "12": { + "Dice": 0.0, + "FN": 2609, + "FP": 0, + "IoU": 0.0, + "TN": 76882251, + "TP": 0, + "n_pred": 0, + "n_ref": 2609 + }, + "13": { + "Dice": 0.023389851822354493, + "FN": 42225, + "FP": 4372, + "IoU": 0.011833315661117592, + "TN": 76837705, + "TP": 558, + "n_pred": 4930, + "n_ref": 42783 + }, + "14": { + "Dice": 0.6504668257229937, + "FN": 34343, + "FP": 16347, + "IoU": 0.48199395029431, + "TN": 76787004, + "TP": 47166, + "n_pred": 63513, + "n_ref": 81509 + }, + "15": { + "Dice": 0.5013136351521151, + "FN": 20266, + "FP": 19025, + "IoU": 0.3345020325203252, + "TN": 76825820, + "TP": 19749, + "n_pred": 38774, + "n_ref": 40015 + }, + "2": { + "Dice": 0.46250978991192515, + "FN": 70236, + "FP": 8000, + "IoU": 0.3008212910086955, + "TN": 76772963, + "TP": 33661, + "n_pred": 41661, + "n_ref": 103897 + }, + "3": { + "Dice": 0.03925901312510384, + "FN": 95047, + "FP": 20607, + "IoU": 0.020022539125719177, + "TN": 76766843, + "TP": 2363, + "n_pred": 22970, + "n_ref": 97410 + }, + "4": { + "Dice": 0.6765142348348211, + "FN": 10066, + "FP": 4103, + "IoU": 0.511160945316543, + "TN": 76855875, + "TP": 14816, + "n_pred": 18919, + "n_ref": 24882 + }, + "5": { + "Dice": 0.0, + "FN": 15755, + "FP": 0, + "IoU": 0.0, + "TN": 76869105, + "TP": 0, + "n_pred": 0, + "n_ref": 15755 + }, + "6": { + "Dice": 0.8070191846896592, + "FN": 121486, + "FP": 361341, + "IoU": 0.6764728940588387, + "TN": 75392475, + "TP": 1009558, + "n_pred": 1370899, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.3334176644890745, + "FN": 113053, + "FP": 79286, + "IoU": 0.20006072150456244, + "TN": 76644418, + "TP": 48103, + "n_pred": 127389, + "n_ref": 161156 + }, + "8": { + "Dice": 0.6924022868649096, + "FN": 29165, + "FP": 13608, + "IoU": 0.5295224057900874, + "TN": 76793946, + "TP": 48141, + "n_pred": 61749, + "n_ref": 77306 + }, + "9": { + "Dice": 0.15426722145168748, + "FN": 83425, + "FP": 8041, + "IoU": 0.08358047451106124, + "TN": 76785052, + "TP": 8342, + "n_pred": 16383, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.47054516089295245, + "FN": 55816, + "FP": 98914, + "IoU": 0.3076554788421698, + "TN": 130776445, + "TP": 68757, + "n_pred": 167671, + "n_ref": 124573 + }, + "10": { + "Dice": 0.18351666742738904, + "FN": 51532, + "FP": 2133, + "IoU": 0.1010285446261056, + "TN": 130940236, + "TP": 6031, + "n_pred": 8164, + "n_ref": 57563 + }, + "11": { + "Dice": 0.0, + "FN": 5568, + "FP": 0, + "IoU": 0.0, + "TN": 130994364, + "TP": 0, + "n_pred": 0, + "n_ref": 5568 + }, + "12": { + "Dice": 0.0, + "FN": 7302, + "FP": 0, + "IoU": 0.0, + "TN": 130992630, + "TP": 0, + "n_pred": 0, + "n_ref": 7302 + }, + "13": { + "Dice": 0.010653203208039424, + "FN": 77976, + "FP": 3934, + "IoU": 0.005355126227975374, + "TN": 130917581, + "TP": 441, + "n_pred": 4375, + "n_ref": 78417 + }, + "14": { + "Dice": 0.002751985080692576, + "FN": 944791, + "FP": 22023, + "IoU": 0.0013778885046501154, + "TN": 130031784, + "TP": 1334, + "n_pred": 23357, + "n_ref": 946125 + }, + "15": { + "Dice": 0.12192485624108262, + "FN": 21080, + "FP": 39847, + "IoU": 0.06492011602744141, + "TN": 130934775, + "TP": 4230, + "n_pred": 44077, + "n_ref": 25310 + }, + "2": { + "Dice": 0.060566856150393665, + "FN": 212020, + "FP": 11, + "IoU": 0.031229153911525774, + "TN": 130781066, + "TP": 6835, + "n_pred": 6846, + "n_ref": 218855 + }, + "3": { + "Dice": 0.006957553705859147, + "FN": 281974, + "FP": 22609, + "IoU": 0.0034909209880582366, + "TN": 130694282, + "TP": 1067, + "n_pred": 23676, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 2218, + "IoU": 0.0, + "TN": 130995434, + "TP": 0, + "n_pred": 2218, + "n_ref": 2280 + }, + "5": { + "Dice": 0.0, + "FN": 23719, + "FP": 0, + "IoU": 0.0, + "TN": 130976213, + "TP": 0, + "n_pred": 0, + "n_ref": 23719 + }, + "6": { + "Dice": 0.7601713117578628, + "FN": 299416, + "FP": 441104, + "IoU": 0.6131260866657751, + "TN": 129085820, + "TP": 1173592, + "n_pred": 1614696, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.05528166360603981, + "FN": 197098, + "FP": 41091, + "IoU": 0.028426565724961047, + "TN": 130754774, + "TP": 6969, + "n_pred": 48060, + "n_ref": 204067 + }, + "8": { + "Dice": 0.4512561320053516, + "FN": 88078, + "FP": 4207, + "IoU": 0.2913691161790678, + "TN": 130869702, + "TP": 37945, + "n_pred": 42152, + "n_ref": 126023 + }, + "9": { + "Dice": 0.1922404828525177, + "FN": 48253, + "FP": 27094, + "IoU": 0.10634184526704067, + "TN": 130915619, + "TP": 8966, + "n_pred": 36060, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.04774492437661807, + "FN": 55665, + "FP": 14221, + "IoU": 0.024456294145565202, + "TN": 74355060, + "TP": 1752, + "n_pred": 15973, + "n_ref": 57417 + }, + "10": { + "Dice": 0.0, + "FN": 78775, + "FP": 0, + "IoU": 0.0, + "TN": 74347923, + "TP": 0, + "n_pred": 0, + "n_ref": 78775 + }, + "11": { + "Dice": 0.0, + "FN": 2388, + "FP": 0, + "IoU": 0.0, + "TN": 74424310, + "TP": 0, + "n_pred": 0, + "n_ref": 2388 + }, + "12": { + "Dice": 0.0, + "FN": 2457, + "FP": 0, + "IoU": 0.0, + "TN": 74424241, + "TP": 0, + "n_pred": 0, + "n_ref": 2457 + }, + "13": { + "Dice": 0.0, + "FN": 103327, + "FP": 0, + "IoU": 0.0, + "TN": 74323371, + "TP": 0, + "n_pred": 0, + "n_ref": 103327 + }, + "14": { + "Dice": 0.6156131500864936, + "FN": 90290, + "FP": 10369, + "IoU": 0.4446828934592638, + "TN": 74245434, + "TP": 80605, + "n_pred": 90974, + "n_ref": 170895 + }, + "15": { + "Dice": 0.3659114290499318, + "FN": 6924, + "FP": 46082, + "IoU": 0.2239238653001464, + "TN": 74358398, + "TP": 15294, + "n_pred": 61376, + "n_ref": 22218 + }, + "2": { + "Dice": 0.18963669207648431, + "FN": 106103, + "FP": 2010, + "IoU": 0.10475062726166127, + "TN": 74305935, + "TP": 12650, + "n_pred": 14660, + "n_ref": 118753 + }, + "3": { + "Dice": 0.003184858273806816, + "FN": 130948, + "FP": 22415, + "IoU": 0.0015949690120306234, + "TN": 74273090, + "TP": 245, + "n_pred": 22660, + "n_ref": 131193 + }, + "4": { + "Dice": 0.0, + "FN": 30460, + "FP": 856, + "IoU": 0.0, + "TN": 74395382, + "TP": 0, + "n_pred": 856, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8854487329088087, + "FN": 170497, + "FP": 15041, + "IoU": 0.7944441490068866, + "TN": 73524082, + "TP": 717078, + "n_pred": 732119, + "n_ref": 887575 + }, + "7": { + "Dice": 0.18244986293464147, + "FN": 134706, + "FP": 6955, + "IoU": 0.10038229989585186, + "TN": 74269230, + "TP": 15807, + "n_pred": 22762, + "n_ref": 150513 + }, + "8": { + "Dice": 0.07073208827007609, + "FN": 41647, + "FP": 0, + "IoU": 0.036662657290895635, + "TN": 74383466, + "TP": 1585, + "n_pred": 1585, + "n_ref": 43232 + }, + "9": { + "Dice": 0.0, + "FN": 33772, + "FP": 0, + "IoU": 0.0, + "TN": 74392926, + "TP": 0, + "n_pred": 0, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7656419853315537, + "FN": 29118, + "FP": 39008, + "IoU": 0.6202754599824981, + "TN": 106467279, + "TP": 111283, + "n_pred": 150291, + "n_ref": 140401 + }, + "10": { + "Dice": 0.22533489532929252, + "FN": 83859, + "FP": 22604, + "IoU": 0.12697319327248724, + "TN": 106524741, + "TP": 15484, + "n_pred": 38088, + "n_ref": 99343 + }, + "11": { + "Dice": 0.0, + "FN": 4651, + "FP": 0, + "IoU": 0.0, + "TN": 106642037, + "TP": 0, + "n_pred": 0, + "n_ref": 4651 + }, + "12": { + "Dice": 0.0, + "FN": 5470, + "FP": 0, + "IoU": 0.0, + "TN": 106641218, + "TP": 0, + "n_pred": 0, + "n_ref": 5470 + }, + "13": { + "Dice": 0.19681845437550705, + "FN": 35363, + "FP": 10179, + "IoU": 0.10915065920738626, + "TN": 106595566, + "TP": 5580, + "n_pred": 15759, + "n_ref": 40943 + }, + "14": { + "Dice": 0.8159740960604426, + "FN": 19603, + "FP": 3244, + "IoU": 0.6891522333637192, + "TN": 106573189, + "TP": 50652, + "n_pred": 53896, + "n_ref": 70255 + }, + "15": { + "Dice": 0.32711067206986744, + "FN": 11991, + "FP": 47952, + "IoU": 0.19553634936185632, + "TN": 106572175, + "TP": 14570, + "n_pred": 62522, + "n_ref": 26561 + }, + "2": { + "Dice": 0.001990805901776206, + "FN": 186487, + "FP": 0, + "IoU": 0.0009963947651776101, + "TN": 106460015, + "TP": 186, + "n_pred": 186, + "n_ref": 186673 + }, + "3": { + "Dice": 0.0016436092604637264, + "FN": 150305, + "FP": 76869, + "IoU": 0.0008224805485549413, + "TN": 106419327, + "TP": 187, + "n_pred": 77056, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8274399618300377, + "FN": 2279, + "FP": 976, + "IoU": 0.7056695903788769, + "TN": 106635629, + "TP": 7804, + "n_pred": 8780, + "n_ref": 10083 + }, + "5": { + "Dice": 0.0, + "FN": 4442, + "FP": 0, + "IoU": 0.0, + "TN": 106642246, + "TP": 0, + "n_pred": 0, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9016679159374829, + "FN": 140646, + "FP": 106246, + "IoU": 0.8209428906077187, + "TN": 105267843, + "TP": 1131953, + "n_pred": 1238199, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.44361162012166416, + "FN": 227054, + "FP": 48341, + "IoU": 0.28502629925593614, + "TN": 106261506, + "TP": 109787, + "n_pred": 158128, + "n_ref": 336841 + }, + "8": { + "Dice": 0.5395373820794306, + "FN": 30853, + "FP": 37726, + "IoU": 0.36942909421922265, + "TN": 106537931, + "TP": 40178, + "n_pred": 77904, + "n_ref": 71031 + }, + "9": { + "Dice": 0.3035216387076589, + "FN": 68592, + "FP": 7095, + "IoU": 0.17891276755009275, + "TN": 106554509, + "TP": 16492, + "n_pred": 23587, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6467153410214734, + "FN": 79542, + "FP": 2620, + "IoU": 0.4778856663531684, + "TN": 107969564, + "TP": 75202, + "n_pred": 77822, + "n_ref": 154744 + }, + "10": { + "Dice": 0.018978729499391247, + "FN": 80346, + "FP": 1842, + "IoU": 0.009580275478109974, + "TN": 108043945, + "TP": 795, + "n_pred": 2637, + "n_ref": 81141 + }, + "11": { + "Dice": 0.0, + "FN": 3037, + "FP": 0, + "IoU": 0.0, + "TN": 108123891, + "TP": 0, + "n_pred": 0, + "n_ref": 3037 + }, + "12": { + "Dice": 0.0, + "FN": 3974, + "FP": 0, + "IoU": 0.0, + "TN": 108122954, + "TP": 0, + "n_pred": 0, + "n_ref": 3974 + }, + "13": { + "Dice": 0.007105344454742045, + "FN": 77123, + "FP": 6441, + "IoU": 0.0035653387071771818, + "TN": 108043065, + "TP": 299, + "n_pred": 6740, + "n_ref": 77422 + }, + "14": { + "Dice": 0.5646858183242875, + "FN": 15391, + "FP": 22386, + "IoU": 0.39342314423802566, + "TN": 108064649, + "TP": 24502, + "n_pred": 46888, + "n_ref": 39893 + }, + "15": { + "Dice": 0.5287657062886002, + "FN": 9851, + "FP": 21127, + "IoU": 0.35940278754290916, + "TN": 108078570, + "TP": 17380, + "n_pred": 38507, + "n_ref": 27231 + }, + "2": { + "Dice": 0.16173874879545086, + "FN": 173446, + "FP": 2272, + "IoU": 0.08798463694399751, + "TN": 107934258, + "TP": 16952, + "n_pred": 19224, + "n_ref": 190398 + }, + "3": { + "Dice": 0.0, + "FN": 200236, + "FP": 27865, + "IoU": 0.0, + "TN": 107898827, + "TP": 0, + "n_pred": 27865, + "n_ref": 200236 + }, + "4": { + "Dice": 0.6323250824875485, + "FN": 8108, + "FP": 21199, + "IoU": 0.46233580391869084, + "TN": 108072420, + "TP": 25201, + "n_pred": 46400, + "n_ref": 33309 + }, + "5": { + "Dice": 0.0, + "FN": 3877, + "FP": 0, + "IoU": 0.0, + "TN": 108123051, + "TP": 0, + "n_pred": 0, + "n_ref": 3877 + }, + "6": { + "Dice": 0.8806288831630961, + "FN": 170717, + "FP": 184069, + "IoU": 0.7867175326549064, + "TN": 106463472, + "TP": 1308670, + "n_pred": 1492739, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.2174587603689095, + "FN": 203403, + "FP": 177909, + "IoU": 0.12199367707975951, + "TN": 107692635, + "TP": 52981, + "n_pred": 230890, + "n_ref": 256384 + }, + "8": { + "Dice": 0.6823586647015897, + "FN": 19327, + "FP": 2872, + "IoU": 0.5178637360728016, + "TN": 108080885, + "TP": 23844, + "n_pred": 26716, + "n_ref": 43171 + }, + "9": { + "Dice": 0.3699832039370911, + "FN": 45988, + "FP": 7651, + "IoU": 0.2269812218074911, + "TN": 108057539, + "TP": 15750, + "n_pred": 23401, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.14644702365174617, + "FN": 107642, + "FP": 88787, + "IoU": 0.07900881470367592, + "TN": 62356880, + "TP": 16851, + "n_pred": 105638, + "n_ref": 124493 + }, + "10": { + "Dice": 0.00432799339903165, + "FN": 59007, + "FP": 4948, + "IoU": 0.0021686897369488562, + "TN": 62506066, + "TP": 139, + "n_pred": 5087, + "n_ref": 59146 + }, + "11": { + "Dice": 0.0, + "FN": 2052, + "FP": 0, + "IoU": 0.0, + "TN": 62568108, + "TP": 0, + "n_pred": 0, + "n_ref": 2052 + }, + "12": { + "Dice": 0.0, + "FN": 4267, + "FP": 0, + "IoU": 0.0, + "TN": 62565893, + "TP": 0, + "n_pred": 0, + "n_ref": 4267 + }, + "13": { + "Dice": 0.02606211333319631, + "FN": 41075, + "FP": 6310, + "IoU": 0.013203107103438222, + "TN": 62522141, + "TP": 634, + "n_pred": 6944, + "n_ref": 41709 + }, + "14": { + "Dice": 0.5888494815191806, + "FN": 206338, + "FP": 474, + "IoU": 0.4172832549096954, + "TN": 62215250, + "TP": 148098, + "n_pred": 148572, + "n_ref": 354436 + }, + "15": { + "Dice": 0.24774723249577407, + "FN": 71846, + "FP": 46530, + "IoU": 0.14138783918067152, + "TN": 62432291, + "TP": 19493, + "n_pred": 66023, + "n_ref": 91339 + }, + "2": { + "Dice": 0.07213498865426503, + "FN": 160670, + "FP": 2483, + "IoU": 0.037417032950824505, + "TN": 62400665, + "TP": 6342, + "n_pred": 8825, + "n_ref": 167012 + }, + "3": { + "Dice": 0.017600723975214932, + "FN": 198262, + "FP": 14508, + "IoU": 0.0088784959660139, + "TN": 62355484, + "TP": 1906, + "n_pred": 16414, + "n_ref": 200168 + }, + "4": { + "Dice": 0.7633733683730426, + "FN": 5906, + "FP": 4989, + "IoU": 0.6173030313674523, + "TN": 62541691, + "TP": 17574, + "n_pred": 22563, + "n_ref": 23480 + }, + "5": { + "Dice": 0.0, + "FN": 8175, + "FP": 0, + "IoU": 0.0, + "TN": 62561985, + "TP": 0, + "n_pred": 0, + "n_ref": 8175 + }, + "6": { + "Dice": 0.79413034607913, + "FN": 252833, + "FP": 371785, + "IoU": 0.6585540514242357, + "TN": 60740828, + "TP": 1204714, + "n_pred": 1576499, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.3108211878408042, + "FN": 147325, + "FP": 30377, + "IoU": 0.18400727359556238, + "TN": 62352386, + "TP": 40072, + "n_pred": 70449, + "n_ref": 187397 + }, + "8": { + "Dice": 0.5738751275628537, + "FN": 39195, + "FP": 6737, + "IoU": 0.4024017382027296, + "TN": 62493299, + "TP": 30929, + "n_pred": 37666, + "n_ref": 70124 + }, + "9": { + "Dice": 0.24594163101092023, + "FN": 39968, + "FP": 19071, + "IoU": 0.14021291158780783, + "TN": 62501493, + "TP": 9628, + "n_pred": 28699, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.37451546348782927, + "FN": 208825, + "FP": 31281, + "IoU": 0.23040235392914493, + "TN": 55069259, + "TP": 71883, + "n_pred": 103164, + "n_ref": 280708 + }, + "10": { + "Dice": 0.02524469302148214, + "FN": 75576, + "FP": 1108, + "IoU": 0.012783706888783037, + "TN": 55303571, + "TP": 993, + "n_pred": 2101, + "n_ref": 76569 + }, + "11": { + "Dice": 0.0, + "FN": 4327, + "FP": 0, + "IoU": 0.0, + "TN": 55376921, + "TP": 0, + "n_pred": 0, + "n_ref": 4327 + }, + "12": { + "Dice": 0.0, + "FN": 4728, + "FP": 0, + "IoU": 0.0, + "TN": 55376520, + "TP": 0, + "n_pred": 0, + "n_ref": 4728 + }, + "13": { + "Dice": 0.019282656401769974, + "FN": 54335, + "FP": 187, + "IoU": 0.009735188346834248, + "TN": 55326190, + "TP": 536, + "n_pred": 723, + "n_ref": 54871 + }, + "14": { + "Dice": 0.682636204456329, + "FN": 34173, + "FP": 22558, + "IoU": 0.5181835167821714, + "TN": 55263504, + "TP": 61013, + "n_pred": 83571, + "n_ref": 95186 + }, + "15": { + "Dice": 0.7938809173107371, + "FN": 15906, + "FP": 21457, + "IoU": 0.6582110578506348, + "TN": 55271932, + "TP": 71953, + "n_pred": 93410, + "n_ref": 87859 + }, + "2": { + "Dice": 0.13414772727272728, + "FN": 181202, + "FP": 1666, + "IoU": 0.07189622095678919, + "TN": 55184214, + "TP": 14166, + "n_pred": 15832, + "n_ref": 195368 + }, + "3": { + "Dice": 0.0030012348831029434, + "FN": 183601, + "FP": 7744, + "IoU": 0.001502872678505268, + "TN": 55189615, + "TP": 288, + "n_pred": 8032, + "n_ref": 183889 + }, + "4": { + "Dice": 0.08812785388127854, + "FN": 7023, + "FP": 965, + "IoU": 0.04609505612610461, + "TN": 55372874, + "TP": 386, + "n_pred": 1351, + "n_ref": 7409 + }, + "5": { + "Dice": 0.0, + "FN": 5640, + "FP": 0, + "IoU": 0.0, + "TN": 55375608, + "TP": 0, + "n_pred": 0, + "n_ref": 5640 + }, + "6": { + "Dice": 0.8470017064034493, + "FN": 181448, + "FP": 294474, + "IoU": 0.7346079444414394, + "TN": 53587969, + "TP": 1317357, + "n_pred": 1611831, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.5491161273687418, + "FN": 93262, + "FP": 41385, + "IoU": 0.3784700745021649, + "TN": 55164610, + "TP": 81991, + "n_pred": 123376, + "n_ref": 175253 + }, + "8": { + "Dice": 0.7114656395174828, + "FN": 19715, + "FP": 2458, + "IoU": 0.5521510805897798, + "TN": 55331738, + "TP": 27337, + "n_pred": 29795, + "n_ref": 47052 + }, + "9": { + "Dice": 0.36614876388198797, + "FN": 37283, + "FP": 9918, + "IoU": 0.2241016536805076, + "TN": 55320414, + "TP": 13633, + "n_pred": 23551, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6482195599773938, + "FN": 126442, + "FP": 49711, + "IoU": 0.47953021125720197, + "TN": 110808165, + "TP": 162297, + "n_pred": 212008, + "n_ref": 288739 + }, + "10": { + "Dice": 0.19734826681235915, + "FN": 72160, + "FP": 10111, + "IoU": 0.10947664664177086, + "TN": 111054230, + "TP": 10114, + "n_pred": 20225, + "n_ref": 82274 + }, + "11": { + "Dice": 0.0, + "FN": 3634, + "FP": 0, + "IoU": 0.0, + "TN": 111142981, + "TP": 0, + "n_pred": 0, + "n_ref": 3634 + }, + "12": { + "Dice": 0.0, + "FN": 3104, + "FP": 0, + "IoU": 0.0, + "TN": 111143511, + "TP": 0, + "n_pred": 0, + "n_ref": 3104 + }, + "13": { + "Dice": 0.08564410981544394, + "FN": 58863, + "FP": 20803, + "IoU": 0.04473782030528676, + "TN": 111063218, + "TP": 3731, + "n_pred": 24534, + "n_ref": 62594 + }, + "14": { + "Dice": 0.6201467120775478, + "FN": 17445, + "FP": 11553, + "IoU": 0.44942945565702785, + "TN": 111093946, + "TP": 23671, + "n_pred": 35224, + "n_ref": 41116 + }, + "15": { + "Dice": 0.42651815462438286, + "FN": 7826, + "FP": 39336, + "IoU": 0.27106646058732614, + "TN": 111081915, + "TP": 17538, + "n_pred": 56874, + "n_ref": 25364 + }, + "2": { + "Dice": 0.12113130903955756, + "FN": 145122, + "FP": 11089, + "IoU": 0.06447034304331162, + "TN": 110979639, + "TP": 10765, + "n_pred": 21854, + "n_ref": 155887 + }, + "3": { + "Dice": 0.0, + "FN": 244561, + "FP": 19732, + "IoU": 0.0, + "TN": 110882322, + "TP": 0, + "n_pred": 19732, + "n_ref": 244561 + }, + "4": { + "Dice": 0.5170949182155014, + "FN": 10255, + "FP": 5776, + "IoU": 0.34870398959941495, + "TN": 111122001, + "TP": 8583, + "n_pred": 14359, + "n_ref": 18838 + }, + "5": { + "Dice": 0.0, + "FN": 4767, + "FP": 0, + "IoU": 0.0, + "TN": 111141848, + "TP": 0, + "n_pred": 0, + "n_ref": 4767 + }, + "6": { + "Dice": 0.8930431027141449, + "FN": 136060, + "FP": 215610, + "IoU": 0.8067550822473712, + "TN": 109326800, + "TP": 1468145, + "n_pred": 1683755, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.004981642492064067, + "FN": 377257, + "FP": 199184, + "IoU": 0.002497040928629275, + "TN": 110568731, + "TP": 1443, + "n_pred": 200627, + "n_ref": 378700 + }, + "8": { + "Dice": 0.6997246603497977, + "FN": 26419, + "FP": 20039, + "IoU": 0.53813576172108, + "TN": 111046027, + "TP": 54130, + "n_pred": 74169, + "n_ref": 80549 + }, + "9": { + "Dice": 0.2254967254967255, + "FN": 47728, + "FP": 8092, + "IoU": 0.1270759703499828, + "TN": 111082669, + "TP": 8126, + "n_pred": 16218, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7521885221694091, + "FN": 67204, + "FP": 21740, + "IoU": 0.6028062215593196, + "TN": 96897094, + "TP": 134987, + "n_pred": 156727, + "n_ref": 202191 + }, + "10": { + "Dice": 0.17067070558107555, + "FN": 65837, + "FP": 17392, + "IoU": 0.09329687448934014, + "TN": 97029232, + "TP": 8564, + "n_pred": 25956, + "n_ref": 74401 + }, + "11": { + "Dice": 0.0, + "FN": 3912, + "FP": 0, + "IoU": 0.0, + "TN": 97117113, + "TP": 0, + "n_pred": 0, + "n_ref": 3912 + }, + "12": { + "Dice": 0.0, + "FN": 5283, + "FP": 0, + "IoU": 0.0, + "TN": 97115742, + "TP": 0, + "n_pred": 0, + "n_ref": 5283 + }, + "13": { + "Dice": 0.09603461403657196, + "FN": 47398, + "FP": 27397, + "IoU": 0.050439264676010565, + "TN": 97042257, + "TP": 3973, + "n_pred": 31370, + "n_ref": 51371 + }, + "14": { + "Dice": 0.796905443120184, + "FN": 42506, + "FP": 3776, + "IoU": 0.6623797261513098, + "TN": 96983942, + "TP": 90801, + "n_pred": 94577, + "n_ref": 133307 + }, + "15": { + "Dice": 0.3674816040632383, + "FN": 50845, + "FP": 9928, + "IoU": 0.22510104938350314, + "TN": 97042598, + "TP": 17654, + "n_pred": 27582, + "n_ref": 68499 + }, + "2": { + "Dice": 0.06593026871998064, + "FN": 161670, + "FP": 520, + "IoU": 0.03408887883083007, + "TN": 96953111, + "TP": 5724, + "n_pred": 6244, + "n_ref": 167394 + }, + "3": { + "Dice": 0.10037123299450067, + "FN": 206420, + "FP": 34219, + "IoU": 0.05283728838910034, + "TN": 96866962, + "TP": 13424, + "n_pred": 47643, + "n_ref": 219844 + }, + "4": { + "Dice": 0.19931064667906773, + "FN": 13590, + "FP": 15680, + "IoU": 0.11068574727311396, + "TN": 97088112, + "TP": 3643, + "n_pred": 19323, + "n_ref": 17233 + }, + "5": { + "Dice": 0.0, + "FN": 12458, + "FP": 0, + "IoU": 0.0, + "TN": 97108567, + "TP": 0, + "n_pred": 0, + "n_ref": 12458 + }, + "6": { + "Dice": 0.8555127603388009, + "FN": 141334, + "FP": 347209, + "IoU": 0.7475074694516097, + "TN": 95186144, + "TP": 1446338, + "n_pred": 1793547, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.31480651296804885, + "FN": 254436, + "FP": 60420, + "IoU": 0.18680734016038844, + "TN": 96733840, + "TP": 72329, + "n_pred": 132749, + "n_ref": 326765 + }, + "8": { + "Dice": 0.5882178195196637, + "FN": 48626, + "FP": 23454, + "IoU": 0.4166491316100419, + "TN": 96997463, + "TP": 51482, + "n_pred": 74936, + "n_ref": 100108 + }, + "9": { + "Dice": 0.2743490337626071, + "FN": 76975, + "FP": 20731, + "IoU": 0.15898292246247073, + "TN": 97004849, + "TP": 18470, + "n_pred": 39201, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5866700473067197, + "FN": 109210, + "FP": 14684, + "IoU": 0.41509772448305166, + "TN": 78844585, + "TP": 87926, + "n_pred": 102610, + "n_ref": 197136 + }, + "10": { + "Dice": 0.0006998123230588161, + "FN": 92979, + "FP": 1266, + "IoU": 0.00035002863870680327, + "TN": 78962127, + "TP": 33, + "n_pred": 1299, + "n_ref": 93012 + }, + "11": { + "Dice": 0.0, + "FN": 3009, + "FP": 0, + "IoU": 0.0, + "TN": 79053396, + "TP": 0, + "n_pred": 0, + "n_ref": 3009 + }, + "12": { + "Dice": 0.0, + "FN": 3004, + "FP": 0, + "IoU": 0.0, + "TN": 79053401, + "TP": 0, + "n_pred": 0, + "n_ref": 3004 + }, + "13": { + "Dice": 0.00012217657569602467, + "FN": 65471, + "FP": 0, + "IoU": 6.109201985490645e-05, + "TN": 78990930, + "TP": 4, + "n_pred": 4, + "n_ref": 65475 + }, + "14": { + "Dice": 0.44812234973512033, + "FN": 18803, + "FP": 28180, + "IoU": 0.28876139150443547, + "TN": 78990347, + "TP": 19075, + "n_pred": 47255, + "n_ref": 37878 + }, + "15": { + "Dice": 0.515414882201104, + "FN": 11875, + "FP": 38250, + "IoU": 0.34717772394571644, + "TN": 78979623, + "TP": 26657, + "n_pred": 64907, + "n_ref": 38532 + }, + "2": { + "Dice": 0.30178122308354866, + "FN": 90849, + "FP": 10480, + "IoU": 0.17770456150032055, + "TN": 78933178, + "TP": 21898, + "n_pred": 32378, + "n_ref": 112747 + }, + "3": { + "Dice": 0.3465962297294679, + "FN": 94546, + "FP": 6629, + "IoU": 0.20962588567991314, + "TN": 78928396, + "TP": 26834, + "n_pred": 33463, + "n_ref": 121380 + }, + "4": { + "Dice": 0.11910513601512446, + "FN": 7348, + "FP": 9426, + "IoU": 0.06332365423274514, + "TN": 79038497, + "TP": 1134, + "n_pred": 10560, + "n_ref": 8482 + }, + "5": { + "Dice": 0.0, + "FN": 4958, + "FP": 0, + "IoU": 0.0, + "TN": 79051447, + "TP": 0, + "n_pred": 0, + "n_ref": 4958 + }, + "6": { + "Dice": 0.813982937565484, + "FN": 208866, + "FP": 298367, + "IoU": 0.6863163805541177, + "TN": 77439384, + "TP": 1109788, + "n_pred": 1408155, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.2847291724879552, + "FN": 389899, + "FP": 32472, + "IoU": 0.1659966274252722, + "TN": 78549967, + "TP": 84067, + "n_pred": 116539, + "n_ref": 473966 + }, + "8": { + "Dice": 0.6184254213784887, + "FN": 15695, + "FP": 3842, + "IoU": 0.44762362520851595, + "TN": 79021036, + "TP": 15832, + "n_pred": 19674, + "n_ref": 31527 + }, + "9": { + "Dice": 0.21788695121123702, + "FN": 61658, + "FP": 7498, + "IoU": 0.12226326009976012, + "TN": 78977616, + "TP": 9633, + "n_pred": 17131, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5037748508068788, + "FN": 126423, + "FP": 84366, + "IoU": 0.3366972217239849, + "TN": 122394153, + "TP": 106998, + "n_pred": 191364, + "n_ref": 233421 + }, + "10": { + "Dice": 0.2795342774562834, + "FN": 88200, + "FP": 26215, + "IoU": 0.16247593531999618, + "TN": 122575329, + "TP": 22196, + "n_pred": 48411, + "n_ref": 110396 + }, + "11": { + "Dice": 0.0, + "FN": 4182, + "FP": 0, + "IoU": 0.0, + "TN": 122707758, + "TP": 0, + "n_pred": 0, + "n_ref": 4182 + }, + "12": { + "Dice": 0.0, + "FN": 6290, + "FP": 0, + "IoU": 0.0, + "TN": 122705650, + "TP": 0, + "n_pred": 0, + "n_ref": 6290 + }, + "13": { + "Dice": 0.05150864789799268, + "FN": 51760, + "FP": 23370, + "IoU": 0.02643514319035895, + "TN": 122634770, + "TP": 2040, + "n_pred": 25410, + "n_ref": 53800 + }, + "14": { + "Dice": 0.6477520998203622, + "FN": 54328, + "FP": 3714, + "IoU": 0.4790187507292948, + "TN": 122600531, + "TP": 53367, + "n_pred": 57081, + "n_ref": 107695 + }, + "15": { + "Dice": 0.6404402497570737, + "FN": 17805, + "FP": 19568, + "IoU": 0.4710644380599233, + "TN": 122641283, + "TP": 33284, + "n_pred": 52852, + "n_ref": 51089 + }, + "2": { + "Dice": 0.3489764078470455, + "FN": 107527, + "FP": 2218, + "IoU": 0.21136972815268865, + "TN": 122572781, + "TP": 29414, + "n_pred": 31632, + "n_ref": 136941 + }, + "3": { + "Dice": 0.062642345859769, + "FN": 139719, + "FP": 44663, + "IoU": 0.03233390888145983, + "TN": 122521397, + "TP": 6161, + "n_pred": 50824, + "n_ref": 145880 + }, + "4": { + "Dice": 0.6363492789160883, + "FN": 27197, + "FP": 16552, + "IoU": 0.4666512245967791, + "TN": 122629913, + "TP": 38278, + "n_pred": 54830, + "n_ref": 65475 + }, + "5": { + "Dice": 0.0, + "FN": 17209, + "FP": 0, + "IoU": 0.0, + "TN": 122694731, + "TP": 0, + "n_pred": 0, + "n_ref": 17209 + }, + "6": { + "Dice": 0.8186850718928034, + "FN": 208481, + "FP": 456966, + "IoU": 0.6930286347981485, + "TN": 120544158, + "TP": 1502335, + "n_pred": 1959301, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.17735300331837786, + "FN": 502009, + "FP": 93710, + "IoU": 0.09730518506396094, + "TN": 122052006, + "TP": 64215, + "n_pred": 157925, + "n_ref": 566224 + }, + "8": { + "Dice": 0.6141591934495627, + "FN": 64781, + "FP": 25270, + "IoU": 0.44316720257234726, + "TN": 122550220, + "TP": 71669, + "n_pred": 96939, + "n_ref": 136450 + }, + "9": { + "Dice": 0.3931744126221917, + "FN": 51820, + "FP": 18948, + "IoU": 0.24469016158985635, + "TN": 122618246, + "TP": 22926, + "n_pred": 41874, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/loop_004/summary_cross_val.json b/nnActive_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/loop_004/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..b83804ad77795ed4cd8b53866c9af13b0ef6dbbb --- /dev/null +++ b/nnActive_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/loop_004/summary_cross_val.json @@ -0,0 +1,24396 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.14570843320466936, + "FN": 574.1, + "FP": 416.9977777777778, + "IoU": 0.11649912894602465, + "TN": 109277.28222222223, + "TP": 596.6866666666666, + "n_pred": 1013.6844444444446, + "n_ref": 1170.7866666666666 + }, + "mean": { + "1": { + "Dice": 0.20668466408048677, + "FN": 438.23333333333335, + "FP": 380.6, + "IoU": 0.15990092970695097, + "TN": 109304.76666666666, + "TP": 741.4666666666667, + "n_pred": 1122.0666666666666, + "n_ref": 1179.7 + }, + "10": { + "Dice": 0.10507873378332479, + "FN": 459.6333333333333, + "FP": 140.53333333333333, + "IoU": 0.07666763269407209, + "TN": 110138.56666666667, + "TP": 126.33333333333333, + "n_pred": 266.8666666666667, + "n_ref": 585.9666666666667 + }, + "11": { + "Dice": 0.0, + "FN": 120.16666666666667, + "FP": 0.0, + "IoU": 0.0, + "TN": 110744.9, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 120.16666666666667 + }, + "12": { + "Dice": 0.0, + "FN": 90.63333333333334, + "FP": 0.0, + "IoU": 0.0, + "TN": 110774.43333333333, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 90.63333333333334 + }, + "13": { + "Dice": 0.034581265975041346, + "FN": 964.0, + "FP": 12.166666666666666, + "IoU": 0.02047720797720798, + "TN": 109873.56666666667, + "TP": 15.333333333333334, + "n_pred": 27.5, + "n_ref": 979.3333333333334 + }, + "14": { + "Dice": 0.1814968948741256, + "FN": 349.0, + "FP": 961.2, + "IoU": 0.13659708468775336, + "TN": 109121.96666666666, + "TP": 432.9, + "n_pred": 1394.1, + "n_ref": 781.9 + }, + "15": { + "Dice": 0.3493256462635139, + "FN": 121.2, + "FP": 787.5666666666667, + "IoU": 0.3009097059024653, + "TN": 108864.66666666667, + "TP": 1091.6333333333334, + "n_pred": 1879.2, + "n_ref": 1212.8333333333333 + }, + "2": { + "Dice": 0.03612537128413967, + "FN": 1038.4666666666667, + "FP": 193.93333333333334, + "IoU": 0.01969918667299469, + "TN": 109565.16666666667, + "TP": 67.5, + "n_pred": 261.43333333333334, + "n_ref": 1105.9666666666667 + }, + "3": { + "Dice": 0.16817717066723015, + "FN": 348.26666666666665, + "FP": 1237.5666666666666, + "IoU": 0.1379898662772227, + "TN": 108538.03333333334, + "TP": 741.2, + "n_pred": 1978.7666666666667, + "n_ref": 1089.4666666666667 + }, + "4": { + "Dice": 0.16641505226596232, + "FN": 274.46666666666664, + "FP": 30.766666666666666, + "IoU": 0.14171049726462936, + "TN": 110367.36666666667, + "TP": 192.46666666666667, + "n_pred": 223.23333333333332, + "n_ref": 466.93333333333334 + }, + "5": { + "Dice": 0.0, + "FN": 112.73333333333333, + "FP": 0.0, + "IoU": 0.0, + "TN": 110752.33333333333, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 112.73333333333333 + }, + "6": { + "Dice": 0.4735984172695185, + "FN": 2087.4333333333334, + "FP": 1145.9666666666667, + "IoU": 0.39639622107244243, + "TN": 102996.7, + "TP": 4634.966666666666, + "n_pred": 5780.933333333333, + "n_ref": 6722.4 + }, + "7": { + "Dice": 0.1262810563083028, + "FN": 1350.0666666666666, + "FP": 537.5, + "IoU": 0.098840240468733, + "TN": 108523.16666666667, + "TP": 454.3333333333333, + "n_pred": 991.8333333333334, + "n_ref": 1804.4 + }, + "8": { + "Dice": 0.2729460310144351, + "FN": 83.4, + "FP": 819.3666666666667, + "IoU": 0.22092641831591922, + "TN": 109542.7, + "TP": 419.6, + "n_pred": 1238.9666666666667, + "n_ref": 503.0 + }, + "9": { + "Dice": 0.06491619428395978, + "FN": 773.8, + "FP": 7.8, + "IoU": 0.0373719431499789, + "TN": 110050.9, + "TP": 32.56666666666667, + "n_pred": 40.36666666666667, + "n_ref": 806.3666666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.18636847710330137, + "FN": 3714, + "FP": 870, + "IoU": 0.10275983558426306, + "TN": 142347, + "TP": 525, + "n_pred": 1395, + "n_ref": 4239 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 6749, + "FP": 0, + "IoU": 0.0, + "TN": 140707, + "TP": 0, + "n_pred": 0, + "n_ref": 6749 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 22, + "FP": 0, + "IoU": 0.0, + "TN": 147434, + "TP": 0, + "n_pred": 0, + "n_ref": 22 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 481, + "IoU": 0.0, + "TN": 146975, + "TP": 0, + "n_pred": 481, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 257, + "IoU": 0.0, + "TN": 147199, + "TP": 0, + "n_pred": 257, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6919191919191919, + "FN": 488, + "FP": 0, + "IoU": 0.528957528957529, + "TN": 146420, + "TP": 548, + "n_pred": 548, + "n_ref": 1036 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 985, + "IoU": 0.0, + "TN": 146471, + "TP": 0, + "n_pred": 985, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 364, + "IoU": 0.0, + "TN": 147092, + "TP": 0, + "n_pred": 364, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0007.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0007.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 517, + "IoU": 0.0, + "TN": 81403, + "TP": 0, + "n_pred": 517, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 340, + "IoU": 0.0, + "TN": 81580, + "TP": 0, + "n_pred": 340, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 212988, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.9951198551302907, + "FN": 159, + "FP": 0, + "IoU": 0.9902871105681124, + "TN": 196622, + "TP": 16211, + "n_pred": 16211, + "n_ref": 16370 + }, + "2": { + "Dice": 0.17278617710583152, + "FN": 7563, + "FP": 97, + "IoU": 0.09456264775413711, + "TN": 204532, + "TP": 800, + "n_pred": 897, + "n_ref": 8363 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6126, + "IoU": 0.0, + "TN": 206866, + "TP": 0, + "n_pred": 6126, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 18, + "FP": 0, + "IoU": 0.0, + "TN": 114670, + "TP": 0, + "n_pred": 0, + "n_ref": 18 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 4538, + "IoU": 0.0, + "TN": 110150, + "TP": 0, + "n_pred": 4538, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2675, + "IoU": 0.0, + "TN": 112013, + "TP": 0, + "n_pred": 2675, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 99, + "IoU": 0.0, + "TN": 114589, + "TP": 0, + "n_pred": 99, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8875061137981631, + "FN": 19, + "FP": 4121, + "IoU": 0.7977626886815495, + "TN": 94217, + "TP": 16331, + "n_pred": 20452, + "n_ref": 16350 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 43, + "IoU": 0.0, + "TN": 114645, + "TP": 0, + "n_pred": 43, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.740486409155937, + "FN": 3536, + "FP": 92, + "IoU": 0.5879145842798728, + "TN": 56732, + "TP": 5176, + "n_pred": 5268, + "n_ref": 8712 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 497, + "IoU": 0.0, + "TN": 65039, + "TP": 0, + "n_pred": 497, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1937, + "IoU": 0.0, + "TN": 47215, + "TP": 0, + "n_pred": 1937, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 49144, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 2428, + "FP": 0, + "IoU": 0.0, + "TN": 46724, + "TP": 0, + "n_pred": 0, + "n_ref": 2428 + }, + "6": { + "Dice": 0.4901578910760242, + "FN": 14660, + "FP": 0, + "IoU": 0.32464182061086283, + "TN": 27445, + "TP": 7047, + "n_pred": 7047, + "n_ref": 21707 + }, + "7": { + "Dice": 0.0, + "FN": 1367, + "FP": 509, + "IoU": 0.0, + "TN": 47276, + "TP": 0, + "n_pred": 509, + "n_ref": 1367 + }, + "8": { + "Dice": 0.2644628099173554, + "FN": 356, + "FP": 0, + "IoU": 0.1523809523809524, + "TN": 48732, + "TP": 64, + "n_pred": 64, + "n_ref": 420 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8298264071541294, + "FN": 1276, + "FP": 18, + "IoU": 0.7091481231737469, + "TN": 77471, + "TP": 3155, + "n_pred": 3173, + "n_ref": 4431 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.6216216216216216, + "FN": 15, + "FP": 97, + "IoU": 0.45098039215686275, + "TN": 81716, + "TP": 92, + "n_pred": 189, + "n_ref": 107 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.40996107289500344, + "FN": 9756, + "FP": 1309, + "IoU": 0.25783084043195387, + "TN": 132547, + "TP": 3844, + "n_pred": 5153, + "n_ref": 13600 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2063, + "IoU": 0.0, + "TN": 145393, + "TP": 0, + "n_pred": 2063, + "n_ref": 0 + }, + "3": { + "Dice": 0.7708538749753501, + "FN": 258, + "FP": 2066, + "IoU": 0.6271458366757581, + "TN": 141223, + "TP": 3909, + "n_pred": 5975, + "n_ref": 4167 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.020529364322897575, + "FN": 3, + "FP": 13356, + "IoU": 0.010371138602859471, + "TN": 133957, + "TP": 140, + "n_pred": 13496, + "n_ref": 143 + }, + "7": { + "Dice": 0.0, + "FN": 628, + "FP": 0, + "IoU": 0.0, + "TN": 146828, + "TP": 0, + "n_pred": 0, + "n_ref": 628 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 147453, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 302, + "IoU": 0.0, + "TN": 81618, + "TP": 0, + "n_pred": 302, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1360, + "IoU": 0.0, + "TN": 80560, + "TP": 0, + "n_pred": 1360, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8280273086597197, + "FN": 1837, + "FP": 556, + "IoU": 0.7065244051999019, + "TN": 73766, + "TP": 5761, + "n_pred": 6317, + "n_ref": 7598 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7896485399545375, + "FN": 1861, + "FP": 545, + "IoU": 0.652412597515169, + "TN": 74998, + "TP": 4516, + "n_pred": 5061, + "n_ref": 6377 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4039, + "IoU": 0.0, + "TN": 77881, + "TP": 0, + "n_pred": 4039, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1776, + "IoU": 0.0, + "TN": 129296, + "TP": 0, + "n_pred": 1776, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1175, + "IoU": 0.0, + "TN": 129897, + "TP": 0, + "n_pred": 1175, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 4318, + "IoU": 0.0, + "TN": 126754, + "TP": 0, + "n_pred": 4318, + "n_ref": 0 + }, + "7": { + "Dice": 0.23309929789368106, + "FN": 3823, + "FP": 0, + "IoU": 0.13192552225249773, + "TN": 126668, + "TP": 581, + "n_pred": 581, + "n_ref": 4404 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 81890, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 81900, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 68, + "IoU": 0.0, + "TN": 81852, + "TP": 0, + "n_pred": 68, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1270, + "IoU": 0.0, + "TN": 80650, + "TP": 0, + "n_pred": 1270, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9262079831932774, + "FN": 2248, + "FP": 0, + "IoU": 0.8625580826607973, + "TN": 65564, + "TP": 14108, + "n_pred": 14108, + "n_ref": 16356 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6399308983218164, + "FN": 598, + "FP": 5238, + "IoU": 0.47051351841771005, + "TN": 120050, + "TP": 5186, + "n_pred": 10424, + "n_ref": 5784 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 881, + "IoU": 0.0, + "TN": 130191, + "TP": 0, + "n_pred": 881, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 480, + "IoU": 0.0, + "TN": 130592, + "TP": 0, + "n_pred": 480, + "n_ref": 0 + }, + "4": { + "Dice": 0.0040479526700918575, + "FN": 6397, + "FP": 0, + "IoU": 0.0020280811232449296, + "TN": 124662, + "TP": 13, + "n_pred": 13, + "n_ref": 6410 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.10223123732251521, + "FN": 7, + "FP": 2206, + "IoU": 0.05386917486105173, + "TN": 128733, + "TP": 126, + "n_pred": 2332, + "n_ref": 133 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1043, + "IoU": 0.0, + "TN": 130029, + "TP": 0, + "n_pred": 1043, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 728, + "IoU": 0.0, + "TN": 179496, + "TP": 0, + "n_pred": 728, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 193, + "FP": 45, + "IoU": 0.0, + "TN": 179986, + "TP": 0, + "n_pred": 45, + "n_ref": 193 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 640, + "FP": 0, + "IoU": 0.0, + "TN": 179584, + "TP": 0, + "n_pred": 0, + "n_ref": 640 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1551, + "IoU": 0.0, + "TN": 178673, + "TP": 0, + "n_pred": 1551, + "n_ref": 0 + }, + "3": { + "Dice": 0.8533395883422272, + "FN": 2083, + "FP": 418, + "IoU": 0.744195561010535, + "TN": 170447, + "TP": 7276, + "n_pred": 7694, + "n_ref": 9359 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9216082141209044, + "FN": 757, + "FP": 1961, + "IoU": 0.854613533030222, + "TN": 161529, + "TP": 15977, + "n_pred": 17938, + "n_ref": 16734 + }, + "7": { + "Dice": 0.07903260634852084, + "FN": 8522, + "FP": 8, + "IoU": 0.04114208633093525, + "TN": 171328, + "TP": 366, + "n_pred": 374, + "n_ref": 8888 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 5574, + "IoU": 0.0, + "TN": 59962, + "TP": 0, + "n_pred": 5574, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 216, + "IoU": 0.0, + "TN": 65320, + "TP": 0, + "n_pred": 216, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6703401102033061, + "FN": 1735, + "FP": 0, + "IoU": 0.5041440411546156, + "TN": 127573, + "TP": 1764, + "n_pred": 1764, + "n_ref": 3499 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8939169139465876, + "FN": 521, + "FP": 909, + "IoU": 0.8081824279007378, + "TN": 123617, + "TP": 6025, + "n_pred": 6934, + "n_ref": 6546 + }, + "15": { + "Dice": 0.8574640849469082, + "FN": 863, + "FP": 278, + "IoU": 0.7504920183686857, + "TN": 126499, + "TP": 3432, + "n_pred": 3710, + "n_ref": 4295 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 131068, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 109, + "IoU": 0.0, + "TN": 130963, + "TP": 0, + "n_pred": 109, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.3762597984322508, + "FN": 922, + "FP": 192, + "IoU": 0.2317241379310345, + "TN": 129622, + "TP": 336, + "n_pred": 528, + "n_ref": 1258 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.2415979157620495, + "FN": 7430, + "FP": 1303, + "IoU": 0.1373962860529435, + "TN": 170100, + "TP": 1391, + "n_pred": 2694, + "n_ref": 8821 + }, + "15": { + "Dice": 0.5529454282616553, + "FN": 2521, + "FP": 6138, + "IoU": 0.3821178821178821, + "TN": 166210, + "TP": 5355, + "n_pred": 11493, + "n_ref": 7876 + }, + "2": { + "Dice": 0.056145535137131775, + "FN": 10214, + "FP": 7, + "IoU": 0.028883610451306413, + "TN": 169699, + "TP": 304, + "n_pred": 311, + "n_ref": 10518 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6674, + "IoU": 0.0, + "TN": 173550, + "TP": 0, + "n_pred": 6674, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0022106426654034425, + "FN": 6319, + "FP": 0, + "IoU": 0.0011065444198545685, + "TN": 173898, + "TP": 7, + "n_pred": 7, + "n_ref": 6326 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2171, + "IoU": 0.0, + "TN": 128901, + "TP": 0, + "n_pred": 2171, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 1522, + "FP": 0, + "IoU": 0.0, + "TN": 129550, + "TP": 0, + "n_pred": 0, + "n_ref": 1522 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 42, + "IoU": 0.0, + "TN": 131030, + "TP": 0, + "n_pred": 42, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 131071, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.043151969981238276, + "FN": 2040, + "FP": 0, + "IoU": 0.02205177372962608, + "TN": 128986, + "TP": 46, + "n_pred": 46, + "n_ref": 2086 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 2465, + "IoU": 0.0, + "TN": 128607, + "TP": 0, + "n_pred": 2465, + "n_ref": 0 + }, + "9": { + "Dice": 0.07938257993384785, + "FN": 5837, + "FP": 8, + "IoU": 0.04133180252583238, + "TN": 124975, + "TP": 252, + "n_pred": 260, + "n_ref": 6089 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.21487603305785125, + "FN": 95, + "FP": 0, + "IoU": 0.12037037037037036, + "TN": 81812, + "TP": 13, + "n_pred": 13, + "n_ref": 108 + }, + "10": { + "Dice": 0.0, + "FN": 6804, + "FP": 0, + "IoU": 0.0, + "TN": 75116, + "TP": 0, + "n_pred": 0, + "n_ref": 6804 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 4751, + "FP": 0, + "IoU": 0.0, + "TN": 77169, + "TP": 0, + "n_pred": 0, + "n_ref": 4751 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 81899, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "3": { + "Dice": 0.7019027484143763, + "FN": 3772, + "FP": 35, + "IoU": 0.5407166123778502, + "TN": 73631, + "TP": 4482, + "n_pred": 4517, + "n_ref": 8254 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9164379484805396, + "FN": 2527, + "FP": 0, + "IoU": 0.84576416015625, + "TN": 65536, + "TP": 13857, + "n_pred": 13857, + "n_ref": 16384 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 3387, + "IoU": 0.0, + "TN": 78533, + "TP": 0, + "n_pred": 3387, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 1844, + "FP": 0, + "IoU": 0.0, + "TN": 80076, + "TP": 0, + "n_pred": 0, + "n_ref": 1844 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 228, + "FP": 0, + "IoU": 0.0, + "TN": 48924, + "TP": 0, + "n_pred": 0, + "n_ref": 228 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 49150, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "3": { + "Dice": 0.8862068965517241, + "FN": 1474, + "FP": 44, + "IoU": 0.7956656346749226, + "TN": 41723, + "TP": 5911, + "n_pred": 5955, + "n_ref": 7385 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 49148, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "7": { + "Dice": 0.9212814100273907, + "FN": 635, + "FP": 26, + "IoU": 0.8540516670346655, + "TN": 44623, + "TP": 3868, + "n_pred": 3894, + "n_ref": 4503 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 58, + "IoU": 0.0, + "TN": 81862, + "TP": 0, + "n_pred": 58, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 74, + "IoU": 0.0, + "TN": 81846, + "TP": 0, + "n_pred": 74, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 81907, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 598, + "IoU": 0.0, + "TN": 81322, + "TP": 0, + "n_pred": 598, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 3801, + "FP": 0, + "IoU": 0.0, + "TN": 78119, + "TP": 0, + "n_pred": 0, + "n_ref": 3801 + }, + "7": { + "Dice": 0.0, + "FN": 8523, + "FP": 0, + "IoU": 0.0, + "TN": 73397, + "TP": 0, + "n_pred": 0, + "n_ref": 8523 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 598, + "IoU": 0.0, + "TN": 114090, + "TP": 0, + "n_pred": 598, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.01662269129287599, + "FN": 277, + "FP": 7177, + "IoU": 0.008381003059731275, + "TN": 107171, + "TP": 63, + "n_pred": 7240, + "n_ref": 340 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 6472, + "IoU": 0.0, + "TN": 108216, + "TP": 0, + "n_pred": 6472, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.3194174757281553, + "FN": 2804, + "FP": 0, + "IoU": 0.1900635470826112, + "TN": 111226, + "TP": 658, + "n_pred": 658, + "n_ref": 3462 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8484489444205084, + "FN": 2810, + "FP": 4, + "IoU": 0.7367879524833972, + "TN": 103997, + "TP": 7877, + "n_pred": 7881, + "n_ref": 10687 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.1518987341772152, + "FN": 1644, + "FP": 768, + "IoU": 0.0821917808219178, + "TN": 112060, + "TP": 216, + "n_pred": 984, + "n_ref": 1860 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.018433179723502304, + "FN": 2576, + "FP": 193, + "IoU": 0.009302325581395349, + "TN": 111893, + "TP": 26, + "n_pred": 219, + "n_ref": 2602 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3336, + "IoU": 0.0, + "TN": 111352, + "TP": 0, + "n_pred": 3336, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0012051822838204278, + "FN": 3315, + "FP": 0, + "IoU": 0.0006029544769369913, + "TN": 111371, + "TP": 2, + "n_pred": 2, + "n_ref": 3317 + }, + "7": { + "Dice": 0.09170212765957447, + "FN": 8538, + "FP": 0, + "IoU": 0.04805440963318096, + "TN": 105719, + "TP": 431, + "n_pred": 431, + "n_ref": 8969 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 978, + "IoU": 0.0, + "TN": 97326, + "TP": 0, + "n_pred": 978, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 162, + "FP": 0, + "IoU": 0.0, + "TN": 98142, + "TP": 0, + "n_pred": 0, + "n_ref": 162 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.10679167619483192, + "FN": 7812, + "FP": 0, + "IoU": 0.05640777871723638, + "TN": 90025, + "TP": 467, + "n_pred": 467, + "n_ref": 8279 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 10523, + "IoU": 0.0, + "TN": 87781, + "TP": 0, + "n_pred": 10523, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8076481835564053, + "FN": 497, + "FP": 6, + "IoU": 0.6773572803078897, + "TN": 96745, + "TP": 1056, + "n_pred": 1062, + "n_ref": 1553 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.28316197539187593, + "FN": 203, + "FP": 4050, + "IoU": 0.16493225996465738, + "TN": 93211, + "TP": 840, + "n_pred": 4890, + "n_ref": 1043 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 98303, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 131068, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 394, + "IoU": 0.0, + "TN": 130678, + "TP": 0, + "n_pred": 394, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 2083, + "FP": 0, + "IoU": 0.0, + "TN": 128989, + "TP": 0, + "n_pred": 0, + "n_ref": 2083 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3112313937753721, + "FN": 1819, + "FP": 217, + "IoU": 0.1842948717948718, + "TN": 128576, + "TP": 460, + "n_pred": 677, + "n_ref": 2279 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3255, + "IoU": 0.0, + "TN": 127817, + "TP": 0, + "n_pred": 3255, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6244787834191807, + "FN": 974, + "FP": 2088, + "IoU": 0.45399429386590584, + "TN": 125464, + "TP": 2546, + "n_pred": 4634, + "n_ref": 3520 + }, + "7": { + "Dice": 0.7657644332692403, + "FN": 4053, + "FP": 698, + "IoU": 0.6204362067588081, + "TN": 118555, + "TP": 7766, + "n_pred": 8464, + "n_ref": 11819 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 9959, + "IoU": 0.0, + "TN": 121113, + "TP": 0, + "n_pred": 9959, + "n_ref": 0 + }, + "9": { + "Dice": 0.04693726937269373, + "FN": 12801, + "FP": 113, + "IoU": 0.024032648125755743, + "TN": 117840, + "TP": 318, + "n_pred": 431, + "n_ref": 13119 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.3912475506205095, + "FN": 1686, + "FP": 178, + "IoU": 0.24319935038570847, + "TN": 79457, + "TP": 599, + "n_pred": 777, + "n_ref": 2285 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 10621, + "FP": 0, + "IoU": 0.0, + "TN": 71299, + "TP": 0, + "n_pred": 0, + "n_ref": 10621 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 427, + "IoU": 0.0, + "TN": 81493, + "TP": 0, + "n_pred": 427, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 81919, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 47, + "FP": 0, + "IoU": 0.0, + "TN": 81873, + "TP": 0, + "n_pred": 0, + "n_ref": 47 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9762191641828905, + "FN": 153, + "FP": 222, + "IoU": 0.9535431119920713, + "TN": 73848, + "TP": 7697, + "n_pred": 7919, + "n_ref": 7850 + }, + "9": { + "Dice": 0.0, + "FN": 1067, + "FP": 0, + "IoU": 0.0, + "TN": 80853, + "TP": 0, + "n_pred": 0, + "n_ref": 1067 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 149, + "IoU": 0.0, + "TN": 114539, + "TP": 0, + "n_pred": 149, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 116, + "IoU": 0.0, + "TN": 114572, + "TP": 0, + "n_pred": 116, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 32, + "IoU": 0.0, + "TN": 114656, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 114677, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 49, + "IoU": 0.0, + "TN": 114639, + "TP": 0, + "n_pred": 49, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 954, + "FP": 0, + "IoU": 0.0, + "TN": 113734, + "TP": 0, + "n_pred": 0, + "n_ref": 954 + }, + "6": { + "Dice": 0.813797431688713, + "FN": 7461, + "FP": 253, + "IoU": 0.6860526637092508, + "TN": 90117, + "TP": 16857, + "n_pred": 17110, + "n_ref": 24318 + }, + "7": { + "Dice": 0.0, + "FN": 401, + "FP": 6568, + "IoU": 0.0, + "TN": 107719, + "TP": 0, + "n_pred": 6568, + "n_ref": 401 + }, + "8": { + "Dice": 0.0, + "FN": 1642, + "FP": 2923, + "IoU": 0.0, + "TN": 110123, + "TP": 0, + "n_pred": 2923, + "n_ref": 1642 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 110, + "IoU": 0.0, + "TN": 114578, + "TP": 0, + "n_pred": 110, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6952700056568469, + "FN": 326, + "FP": 6677, + "IoU": 0.5328842049092849, + "TN": 148848, + "TP": 7989, + "n_pred": 14666, + "n_ref": 8315 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.23399558498896247, + "FN": 0, + "FP": 694, + "IoU": 0.1325, + "TN": 163040, + "TP": 106, + "n_pred": 800, + "n_ref": 106 + }, + "15": { + "Dice": 0.7384014480327713, + "FN": 93, + "FP": 5399, + "IoU": 0.5852903420675074, + "TN": 150597, + "TP": 7751, + "n_pred": 13150, + "n_ref": 7844 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 57, + "FP": 0, + "IoU": 0.0, + "TN": 163783, + "TP": 0, + "n_pred": 0, + "n_ref": 57 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.525910931174089, + "FN": 6656, + "FP": 370, + "IoU": 0.3567701180994232, + "TN": 152917, + "TP": 3897, + "n_pred": 4267, + "n_ref": 10553 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 138, + "IoU": 0.0, + "TN": 163702, + "TP": 0, + "n_pred": 138, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0367.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0367.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 114680, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "10": { + "Dice": 0.7884075114594115, + "FN": 1144, + "FP": 287, + "IoU": 0.6507200390529656, + "TN": 110591, + "TP": 2666, + "n_pred": 2953, + "n_ref": 3810 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2079, + "FP": 0, + "IoU": 0.0, + "TN": 112609, + "TP": 0, + "n_pred": 0, + "n_ref": 2079 + }, + "13": { + "Dice": 0.0, + "FN": 4818, + "FP": 0, + "IoU": 0.0, + "TN": 109870, + "TP": 0, + "n_pred": 0, + "n_ref": 4818 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 35, + "IoU": 0.0, + "TN": 114653, + "TP": 0, + "n_pred": 35, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.22384937238493724, + "FN": 2967, + "FP": 1, + "IoU": 0.12603062426383982, + "TN": 111292, + "TP": 428, + "n_pred": 429, + "n_ref": 3395 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 486, + "IoU": 0.0, + "TN": 114202, + "TP": 0, + "n_pred": 486, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 114677, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9538876808877559, + "FN": 399, + "FP": 2061, + "IoU": 0.9118405963302753, + "TN": 86784, + "TP": 25444, + "n_pred": 27505, + "n_ref": 25843 + }, + "7": { + "Dice": 0.30846019465934615, + "FN": 2120, + "FP": 651, + "IoU": 0.18235467689583948, + "TN": 111299, + "TP": 618, + "n_pred": 1269, + "n_ref": 2738 + }, + "8": { + "Dice": 0.2490566037735849, + "FN": 1, + "FP": 198, + "IoU": 0.14224137931034483, + "TN": 114456, + "TP": 33, + "n_pred": 231, + "n_ref": 34 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0401.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9031380753138075, + "FN": 1217, + "FP": 635, + "IoU": 0.8233835590310891, + "TN": 104202, + "TP": 8634, + "n_pred": 9269, + "n_ref": 9851 + }, + "10": { + "Dice": 0.0, + "FN": 20, + "FP": 73, + "IoU": 0.0, + "TN": 114595, + "TP": 0, + "n_pred": 73, + "n_ref": 20 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 146, + "IoU": 0.0, + "TN": 114542, + "TP": 0, + "n_pred": 146, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2784, + "IoU": 0.0, + "TN": 111904, + "TP": 0, + "n_pred": 2784, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 1892, + "FP": 364, + "IoU": 0.0, + "TN": 112432, + "TP": 0, + "n_pred": 364, + "n_ref": 1892 + }, + "8": { + "Dice": 0.8808301972858935, + "FN": 132, + "FP": 913, + "IoU": 0.7870389239861423, + "TN": 109781, + "TP": 3862, + "n_pred": 4775, + "n_ref": 3994 + }, + "9": { + "Dice": 0.3280935106811769, + "FN": 1665, + "FP": 2, + "IoU": 0.19623915139826423, + "TN": 112614, + "TP": 407, + "n_pred": 409, + "n_ref": 2072 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0402.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0402.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.10011803077506955, + "FN": 672.0111111111112, + "FP": 471.7577777777778, + "IoU": 0.079307907592935, + "TN": 123460.31777777777, + "TP": 460.4466666666667, + "n_pred": 932.2044444444447, + "n_ref": 1132.457777777778 + }, + "mean": { + "1": { + "Dice": 0.1627400457145421, + "FN": 109.8, + "FP": 409.46666666666664, + "IoU": 0.14786254785111674, + "TN": 124039.33333333333, + "TP": 505.93333333333334, + "n_pred": 915.4, + "n_ref": 615.7333333333333 + }, + "10": { + "Dice": 0.029202018060545804, + "FN": 364.2, + "FP": 820.4333333333333, + "IoU": 0.01795234873245587, + "TN": 123819.26666666666, + "TP": 60.63333333333333, + "n_pred": 881.0666666666667, + "n_ref": 424.8333333333333 + }, + "11": { + "Dice": 0.0, + "FN": 69.06666666666666, + "FP": 0.0, + "IoU": 0.0, + "TN": 124995.46666666666, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 69.06666666666666 + }, + "12": { + "Dice": 0.0, + "FN": 132.43333333333334, + "FP": 0.0, + "IoU": 0.0, + "TN": 124932.1, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 132.43333333333334 + }, + "13": { + "Dice": 0.00011893105024943325, + "FN": 760.9666666666667, + "FP": 17.8, + "IoU": 5.949153210508466e-05, + "TN": 124285.66666666667, + "TP": 0.1, + "n_pred": 17.9, + "n_ref": 761.0666666666667 + }, + "14": { + "Dice": 0.1843033829509799, + "FN": 711.1666666666666, + "FP": 435.56666666666666, + "IoU": 0.12962945528183353, + "TN": 123587.66666666667, + "TP": 330.1333333333333, + "n_pred": 765.7, + "n_ref": 1041.3 + }, + "15": { + "Dice": 0.11159309242100675, + "FN": 119.63333333333334, + "FP": 928.8, + "IoU": 0.08080868334889581, + "TN": 123767.46666666666, + "TP": 248.63333333333333, + "n_pred": 1177.4333333333334, + "n_ref": 368.26666666666665 + }, + "2": { + "Dice": 0.00010102923533497506, + "FN": 825.8333333333334, + "FP": 60.8, + "IoU": 5.0540147829932405e-05, + "TN": 124177.63333333333, + "TP": 0.26666666666666666, + "n_pred": 61.06666666666667, + "n_ref": 826.1 + }, + "3": { + "Dice": 0.08768705082652059, + "FN": 281.76666666666665, + "FP": 995.5, + "IoU": 0.06024281902054855, + "TN": 123597.06666666667, + "TP": 190.2, + "n_pred": 1185.7, + "n_ref": 471.96666666666664 + }, + "4": { + "Dice": 0.007063030844881538, + "FN": 899.3666666666667, + "FP": 0.1, + "IoU": 0.0035949943117178614, + "TN": 124162.43333333333, + "TP": 2.6333333333333333, + "n_pred": 2.7333333333333334, + "n_ref": 902.0 + }, + "5": { + "Dice": 0.0, + "FN": 829.4666666666667, + "FP": 0.0, + "IoU": 0.0, + "TN": 124235.06666666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 829.4666666666667 + }, + "6": { + "Dice": 0.42376825510035626, + "FN": 2534.4, + "FP": 1494.2666666666667, + "IoU": 0.36545710380868673, + "TN": 116644.16666666667, + "TP": 4391.7, + "n_pred": 5885.966666666666, + "n_ref": 6926.1 + }, + "7": { + "Dice": 0.12485448106894396, + "FN": 1421.2666666666667, + "FP": 1108.3333333333333, + "IoU": 0.09031621587216376, + "TN": 121817.46666666666, + "TP": 717.4666666666667, + "n_pred": 1825.8, + "n_ref": 2138.733333333333 + }, + "8": { + "Dice": 0.2997318003418792, + "FN": 843.7, + "FP": 9.433333333333334, + "IoU": 0.23825704998656733, + "TN": 123940.76666666666, + "TP": 270.6333333333333, + "n_pred": 280.06666666666666, + "n_ref": 1114.3333333333333 + }, + "9": { + "Dice": 0.0706073440108026, + "FN": 177.1, + "FP": 795.8666666666667, + "IoU": 0.05538736400010385, + "TN": 123903.2, + "TP": 188.36666666666667, + "n_pred": 984.2333333333333, + "n_ref": 365.46666666666664 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6297137664697865, + "FN": 1702, + "FP": 743, + "IoU": 0.45954907161803715, + "TN": 44628, + "TP": 2079, + "n_pred": 2822, + "n_ref": 3781 + }, + "15": { + "Dice": 0.7440099390640714, + "FN": 590, + "FP": 3737, + "IoU": 0.5923692887423457, + "TN": 38537, + "TP": 6288, + "n_pred": 10025, + "n_ref": 6878 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1156, + "IoU": 0.0, + "TN": 47996, + "TP": 0, + "n_pred": 1156, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 144, + "IoU": 0.0, + "TN": 49008, + "TP": 0, + "n_pred": 144, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1853, + "IoU": 0.0, + "TN": 194755, + "TP": 0, + "n_pred": 1853, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 923, + "IoU": 0.0, + "TN": 195685, + "TP": 0, + "n_pred": 923, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9650238473767886, + "FN": 0, + "FP": 440, + "IoU": 0.9324116743471582, + "TN": 190098, + "TP": 6070, + "n_pred": 6510, + "n_ref": 6070 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 196599, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 2965, + "FP": 0, + "IoU": 0.0, + "TN": 193643, + "TP": 0, + "n_pred": 0, + "n_ref": 2965 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 4542, + "IoU": 0.0, + "TN": 159298, + "TP": 0, + "n_pred": 4542, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 311, + "IoU": 0.0, + "TN": 163529, + "TP": 0, + "n_pred": 311, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5356, + "IoU": 0.0, + "TN": 158484, + "TP": 0, + "n_pred": 5356, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9033787788974511, + "FN": 1252, + "FP": 215, + "IoU": 0.8237837837837838, + "TN": 155515, + "TP": 6858, + "n_pred": 7073, + "n_ref": 8110 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 163810, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1357, + "IoU": 0.0, + "TN": 178867, + "TP": 0, + "n_pred": 1357, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 743, + "FP": 0, + "IoU": 0.0, + "TN": 179481, + "TP": 0, + "n_pred": 0, + "n_ref": 743 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2495, + "IoU": 0.0, + "TN": 177729, + "TP": 0, + "n_pred": 2495, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1762, + "IoU": 0.0, + "TN": 178462, + "TP": 0, + "n_pred": 1762, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 2819, + "FP": 302, + "IoU": 0.0, + "TN": 177103, + "TP": 0, + "n_pred": 302, + "n_ref": 2819 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 7533, + "FP": 0, + "IoU": 0.0, + "TN": 172691, + "TP": 0, + "n_pred": 0, + "n_ref": 7533 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2196, + "IoU": 0.0, + "TN": 178028, + "TP": 0, + "n_pred": 2196, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 1851, + "FP": 1393, + "IoU": 0.0, + "TN": 176980, + "TP": 0, + "n_pred": 1393, + "n_ref": 1851 + }, + "8": { + "Dice": 0.74943904263276, + "FN": 224, + "FP": 111, + "IoU": 0.5992822966507177, + "TN": 179388, + "TP": 501, + "n_pred": 612, + "n_ref": 725 + }, + "9": { + "Dice": 0.046338797814207654, + "FN": 139, + "FP": 4224, + "IoU": 0.023718952785858134, + "TN": 175755, + "TP": 106, + "n_pred": 4330, + "n_ref": 245 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 98303, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 98290, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 137, + "IoU": 0.0, + "TN": 98167, + "TP": 0, + "n_pred": 137, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.895079185520362, + "FN": 197, + "FP": 1287, + "IoU": 0.8100844637829536, + "TN": 90490, + "TP": 6330, + "n_pred": 7617, + "n_ref": 6527 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1182, + "IoU": 0.0, + "TN": 97122, + "TP": 0, + "n_pred": 1182, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 98301, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 64, + "IoU": 0.0, + "TN": 98240, + "TP": 0, + "n_pred": 64, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2121, + "FP": 0, + "IoU": 0.0, + "TN": 79799, + "TP": 0, + "n_pred": 0, + "n_ref": 2121 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.21908127208480566, + "FN": 97, + "FP": 124, + "IoU": 0.12301587301587301, + "TN": 81668, + "TP": 31, + "n_pred": 155, + "n_ref": 128 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 20, + "FP": 0, + "IoU": 0.0, + "TN": 81900, + "TP": 0, + "n_pred": 0, + "n_ref": 20 + }, + "8": { + "Dice": 0.821917808219178, + "FN": 61, + "FP": 4, + "IoU": 0.6976744186046512, + "TN": 81705, + "TP": 150, + "n_pred": 154, + "n_ref": 211 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 31, + "IoU": 0.0, + "TN": 163809, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 907, + "FP": 0, + "IoU": 0.0, + "TN": 162933, + "TP": 0, + "n_pred": 0, + "n_ref": 907 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 12605, + "FP": 0, + "IoU": 0.0, + "TN": 151235, + "TP": 0, + "n_pred": 0, + "n_ref": 12605 + }, + "5": { + "Dice": 0.0, + "FN": 5103, + "FP": 0, + "IoU": 0.0, + "TN": 158737, + "TP": 0, + "n_pred": 0, + "n_ref": 5103 + }, + "6": { + "Dice": 0.9304536993428872, + "FN": 2331, + "FP": 770, + "IoU": 0.8699517718599287, + "TN": 139995, + "TP": 20744, + "n_pred": 21514, + "n_ref": 23075 + }, + "7": { + "Dice": 0.0, + "FN": 71, + "FP": 98, + "IoU": 0.0, + "TN": 163671, + "TP": 0, + "n_pred": 98, + "n_ref": 71 + }, + "8": { + "Dice": 0.38476840011366864, + "FN": 4330, + "FP": 0, + "IoU": 0.23821252638986629, + "TN": 158156, + "TP": 1354, + "n_pred": 1354, + "n_ref": 5684 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 324, + "FP": 0, + "IoU": 0.0, + "TN": 65212, + "TP": 0, + "n_pred": 0, + "n_ref": 324 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 434, + "IoU": 0.0, + "TN": 147022, + "TP": 0, + "n_pred": 434, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 718, + "IoU": 0.0, + "TN": 146738, + "TP": 0, + "n_pred": 718, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 2177, + "FP": 1, + "IoU": 0.0, + "TN": 145278, + "TP": 0, + "n_pred": 1, + "n_ref": 2177 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 194, + "IoU": 0.0, + "TN": 147262, + "TP": 0, + "n_pred": 194, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.943283362547652, + "FN": 3932, + "FP": 695, + "IoU": 0.8926549740163325, + "TN": 104352, + "TP": 38477, + "n_pred": 39172, + "n_ref": 42409 + }, + "7": { + "Dice": 0.4765870219716866, + "FN": 6074, + "FP": 2097, + "IoU": 0.3128416449415524, + "TN": 135565, + "TP": 3720, + "n_pred": 5817, + "n_ref": 9794 + }, + "8": { + "Dice": 0.35143268350124296, + "FN": 4953, + "FP": 4, + "IoU": 0.21317460317460318, + "TN": 141156, + "TP": 1343, + "n_pred": 1347, + "n_ref": 6296 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 6044, + "IoU": 0.0, + "TN": 141412, + "TP": 0, + "n_pred": 6044, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.03840705178655753, + "FN": 742, + "FP": 5367, + "IoU": 0.019579521746108167, + "TN": 108457, + "TP": 122, + "n_pred": 5489, + "n_ref": 864 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.00027464982147761604, + "FN": 7278, + "FP": 2, + "IoU": 0.0001373437714599643, + "TN": 107407, + "TP": 1, + "n_pred": 3, + "n_ref": 7279 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 94, + "IoU": 0.0, + "TN": 114594, + "TP": 0, + "n_pred": 94, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 130, + "IoU": 0.0, + "TN": 114558, + "TP": 0, + "n_pred": 130, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 394, + "IoU": 0.0, + "TN": 114294, + "TP": 0, + "n_pred": 394, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 390, + "FP": 0, + "IoU": 0.0, + "TN": 114298, + "TP": 0, + "n_pred": 0, + "n_ref": 390 + }, + "9": { + "Dice": 0.00467973091547236, + "FN": 12, + "FP": 3391, + "IoU": 0.0023453532688361184, + "TN": 111277, + "TP": 8, + "n_pred": 3399, + "n_ref": 20 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 269, + "IoU": 0.0, + "TN": 81651, + "TP": 0, + "n_pred": 269, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 29, + "IoU": 0.0, + "TN": 81891, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 39, + "IoU": 0.0, + "TN": 81881, + "TP": 0, + "n_pred": 39, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 6089, + "FP": 0, + "IoU": 0.0, + "TN": 75831, + "TP": 0, + "n_pred": 0, + "n_ref": 6089 + }, + "6": { + "Dice": 0.008032128514056224, + "FN": 450, + "FP": 44, + "IoU": 0.004032258064516129, + "TN": 81424, + "TP": 2, + "n_pred": 46, + "n_ref": 452 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3309, + "IoU": 0.0, + "TN": 78611, + "TP": 0, + "n_pred": 3309, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 1556, + "FP": 0, + "IoU": 0.0, + "TN": 80364, + "TP": 0, + "n_pred": 0, + "n_ref": 1556 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 3416, + "IoU": 0.0, + "TN": 78504, + "TP": 0, + "n_pred": 3416, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0105.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0105.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 163835, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 163836, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 163838, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.893646408839779, + "FN": 17, + "FP": 1369, + "IoU": 0.8077403245942572, + "TN": 156631, + "TP": 5823, + "n_pred": 7192, + "n_ref": 5840 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3017, + "IoU": 0.0, + "TN": 160823, + "TP": 0, + "n_pred": 3017, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 508, + "IoU": 0.0, + "TN": 130564, + "TP": 0, + "n_pred": 508, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2459, + "IoU": 0.0, + "TN": 128613, + "TP": 0, + "n_pred": 2459, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 4974, + "FP": 5, + "IoU": 0.0, + "TN": 126093, + "TP": 0, + "n_pred": 5, + "n_ref": 4974 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 8633, + "IoU": 0.0, + "TN": 122439, + "TP": 0, + "n_pred": 8633, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 131057, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 4777, + "FP": 144, + "IoU": 0.0, + "TN": 142535, + "TP": 0, + "n_pred": 144, + "n_ref": 4777 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 2304, + "FP": 0, + "IoU": 0.0, + "TN": 145152, + "TP": 0, + "n_pred": 0, + "n_ref": 2304 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.5771365149833518, + "FN": 732, + "FP": 30, + "IoU": 0.40561622464898595, + "TN": 146174, + "TP": 520, + "n_pred": 550, + "n_ref": 1252 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 593, + "IoU": 0.0, + "TN": 146863, + "TP": 0, + "n_pred": 593, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 237, + "IoU": 0.0, + "TN": 147219, + "TP": 0, + "n_pred": 237, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 3309, + "FP": 0, + "IoU": 0.0, + "TN": 144147, + "TP": 0, + "n_pred": 0, + "n_ref": 3309 + }, + "9": { + "Dice": 0.23813953488372094, + "FN": 774, + "FP": 45, + "IoU": 0.1351636747624076, + "TN": 146509, + "TP": 128, + "n_pred": 173, + "n_ref": 902 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 9831, + "IoU": 0.0, + "TN": 154009, + "TP": 0, + "n_pred": 9831, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 443, + "IoU": 0.0, + "TN": 163397, + "TP": 0, + "n_pred": 443, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 371, + "IoU": 0.0, + "TN": 163469, + "TP": 0, + "n_pred": 371, + "n_ref": 0 + }, + "15": { + "Dice": 0.35274993226767815, + "FN": 2267, + "FP": 122, + "IoU": 0.21414473684210528, + "TN": 160800, + "TP": 651, + "n_pred": 773, + "n_ref": 2918 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 222, + "IoU": 0.0, + "TN": 163618, + "TP": 0, + "n_pred": 222, + "n_ref": 0 + }, + "3": { + "Dice": 0.5860854541830022, + "FN": 5473, + "FP": 756, + "IoU": 0.41451264216561706, + "TN": 153201, + "TP": 4410, + "n_pred": 5166, + "n_ref": 9883 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 2882, + "FP": 0, + "IoU": 0.0, + "TN": 160958, + "TP": 0, + "n_pred": 0, + "n_ref": 2882 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1605, + "IoU": 0.0, + "TN": 162235, + "TP": 0, + "n_pred": 1605, + "n_ref": 0 + }, + "7": { + "Dice": 0.023884349465744813, + "FN": 3987, + "FP": 5331, + "IoU": 0.012086513994910942, + "TN": 154408, + "TP": 114, + "n_pred": 5445, + "n_ref": 4101 + }, + "8": { + "Dice": 0.8469055374592834, + "FN": 357, + "FP": 113, + "IoU": 0.7344632768361582, + "TN": 162070, + "TP": 1300, + "n_pred": 1413, + "n_ref": 1657 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1799, + "IoU": 0.0, + "TN": 162041, + "TP": 0, + "n_pred": 1799, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 73, + "FP": 0, + "IoU": 0.0, + "TN": 180151, + "TP": 0, + "n_pred": 0, + "n_ref": 73 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.07847956090767592, + "FN": 33747, + "FP": 0, + "IoU": 0.04084242837653479, + "TN": 145040, + "TP": 1437, + "n_pred": 1437, + "n_ref": 35184 + }, + "7": { + "Dice": 0.4919786096256685, + "FN": 95, + "FP": 0, + "IoU": 0.3262411347517731, + "TN": 180083, + "TP": 46, + "n_pred": 46, + "n_ref": 141 + }, + "8": { + "Dice": 0.6500309342132399, + "FN": 1695, + "FP": 2, + "IoU": 0.4815154292697831, + "TN": 176951, + "TP": 1576, + "n_pred": 1578, + "n_ref": 3271 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 70, + "IoU": 0.0, + "TN": 180154, + "TP": 0, + "n_pred": 70, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 198, + "IoU": 0.0, + "TN": 147258, + "TP": 0, + "n_pred": 198, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 2072, + "FP": 0, + "IoU": 0.0, + "TN": 145384, + "TP": 0, + "n_pred": 0, + "n_ref": 2072 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0010102923533497506, + "FN": 15821, + "FP": 0, + "IoU": 0.000505401478299324, + "TN": 131627, + "TP": 8, + "n_pred": 8, + "n_ref": 15829 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1877, + "IoU": 0.0, + "TN": 145579, + "TP": 0, + "n_pred": 1877, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7961698337292161, + "FN": 716, + "FP": 2030, + "IoU": 0.6613639166358367, + "TN": 139347, + "TP": 5363, + "n_pred": 7393, + "n_ref": 6079 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 38, + "IoU": 0.0, + "TN": 147418, + "TP": 0, + "n_pred": 38, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 947, + "FP": 0, + "IoU": 0.0, + "TN": 146509, + "TP": 0, + "n_pred": 0, + "n_ref": 947 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 147431, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.3785791068112968, + "FN": 12390, + "FP": 328, + "IoU": 0.23348601735776278, + "TN": 130864, + "TP": 3874, + "n_pred": 4202, + "n_ref": 16264 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 587, + "IoU": 0.0, + "TN": 146869, + "TP": 0, + "n_pred": 587, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 212982, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 212990, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7401639344262295, + "FN": 1235, + "FP": 1935, + "IoU": 0.5875081327260898, + "TN": 205307, + "TP": 4515, + "n_pred": 6450, + "n_ref": 5750 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 7975, + "IoU": 0.0, + "TN": 205017, + "TP": 0, + "n_pred": 7975, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 3094, + "FP": 0, + "IoU": 0.0, + "TN": 209898, + "TP": 0, + "n_pred": 0, + "n_ref": 3094 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4840, + "IoU": 0.0, + "TN": 208152, + "TP": 0, + "n_pred": 4840, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4482059996078688, + "FN": 3994, + "FP": 4449, + "IoU": 0.2888308625336927, + "TN": 201120, + "TP": 3429, + "n_pred": 7878, + "n_ref": 7423 + }, + "7": { + "Dice": 0.8084498094027954, + "FN": 806, + "FP": 1606, + "IoU": 0.6784857371367635, + "TN": 205490, + "TP": 5090, + "n_pred": 6696, + "n_ref": 5896 + }, + "8": { + "Dice": 0.1081399921352733, + "FN": 4536, + "FP": 0, + "IoU": 0.057160673456661815, + "TN": 208181, + "TP": 275, + "n_pred": 275, + "n_ref": 4811 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 212981, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 531, + "IoU": 0.0, + "TN": 146925, + "TP": 0, + "n_pred": 531, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.17927101413339946, + "FN": 11830, + "FP": 1410, + "IoU": 0.09846111943347406, + "TN": 132770, + "TP": 1446, + "n_pred": 2856, + "n_ref": 13276 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 4919, + "IoU": 0.0, + "TN": 142537, + "TP": 0, + "n_pred": 4919, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1118, + "IoU": 0.0, + "TN": 146338, + "TP": 0, + "n_pred": 1118, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 8013, + "IoU": 0.0, + "TN": 139443, + "TP": 0, + "n_pred": 8013, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 519, + "IoU": 0.0, + "TN": 146937, + "TP": 0, + "n_pred": 519, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 359, + "FP": 0, + "IoU": 0.0, + "TN": 97945, + "TP": 0, + "n_pred": 0, + "n_ref": 359 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 92, + "IoU": 0.0, + "TN": 98212, + "TP": 0, + "n_pred": 92, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 1109, + "FP": 0, + "IoU": 0.0, + "TN": 97195, + "TP": 0, + "n_pred": 0, + "n_ref": 1109 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.4539823008849557, + "FN": 425, + "FP": 2043, + "IoU": 0.2936462507155123, + "TN": 94810, + "TP": 1026, + "n_pred": 3069, + "n_ref": 1451 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 625, + "IoU": 0.0, + "TN": 97679, + "TP": 0, + "n_pred": 625, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.5978260869565217, + "FN": 64, + "FP": 1638, + "IoU": 0.4263565891472868, + "TN": 95337, + "TP": 1265, + "n_pred": 2903, + "n_ref": 1329 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 179, + "IoU": 0.0, + "TN": 98125, + "TP": 0, + "n_pred": 179, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 3245, + "FP": 264, + "IoU": 0.0, + "TN": 94795, + "TP": 0, + "n_pred": 264, + "n_ref": 3245 + }, + "8": { + "Dice": 0.8830744071954211, + "FN": 429, + "FP": 0, + "IoU": 0.7906295754026355, + "TN": 96255, + "TP": 1620, + "n_pred": 1620, + "n_ref": 2049 + }, + "9": { + "Dice": 0.0, + "FN": 34, + "FP": 510, + "IoU": 0.0, + "TN": 97760, + "TP": 0, + "n_pred": 510, + "n_ref": 34 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 8193, + "IoU": 0.0, + "TN": 106495, + "TP": 0, + "n_pred": 8193, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2406, + "IoU": 0.0, + "TN": 112282, + "TP": 0, + "n_pred": 2406, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.19204389574759945, + "FN": 8507, + "FP": 328, + "IoU": 0.1062215477996965, + "TN": 104803, + "TP": 1050, + "n_pred": 1378, + "n_ref": 9557 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 784, + "FP": 0, + "IoU": 0.0, + "TN": 31984, + "TP": 0, + "n_pred": 0, + "n_ref": 784 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 7734, + "FP": 0, + "IoU": 0.0, + "TN": 25034, + "TP": 0, + "n_pred": 0, + "n_ref": 7734 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 45, + "IoU": 0.0, + "TN": 32723, + "TP": 0, + "n_pred": 45, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4011, + "IoU": 0.0, + "TN": 28757, + "TP": 0, + "n_pred": 4011, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9413001208681486, + "FN": 876, + "FP": 241, + "IoU": 0.8891095006452894, + "TN": 71847, + "TP": 8956, + "n_pred": 9197, + "n_ref": 9832 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.2085095794973874, + "FN": 6143, + "FP": 219, + "IoU": 0.11638888888888889, + "TN": 74720, + "TP": 838, + "n_pred": 1057, + "n_ref": 6981 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 4769, + "IoU": 0.0, + "TN": 77151, + "TP": 0, + "n_pred": 4769, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 886, + "FP": 0, + "IoU": 0.0, + "TN": 81034, + "TP": 0, + "n_pred": 0, + "n_ref": 886 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 199, + "IoU": 0.0, + "TN": 81721, + "TP": 0, + "n_pred": 199, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9804915329230521, + "FN": 155, + "FP": 330, + "IoU": 0.9617296614850469, + "TN": 69247, + "TP": 12188, + "n_pred": 12518, + "n_ref": 12343 + }, + "7": { + "Dice": 0.1902552204176334, + "FN": 5235, + "FP": 0, + "IoU": 0.10512820512820513, + "TN": 76070, + "TP": 615, + "n_pred": 615, + "n_ref": 5850 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0010335917312661498, + "FN": 3866, + "FP": 0, + "IoU": 0.000517063081695967, + "TN": 94436, + "TP": 2, + "n_pred": 2, + "n_ref": 3868 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1249, + "IoU": 0.0, + "TN": 97055, + "TP": 0, + "n_pred": 1249, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 2327, + "FP": 0, + "IoU": 0.0, + "TN": 95977, + "TP": 0, + "n_pred": 0, + "n_ref": 2327 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8484848484848485, + "FN": 2111, + "FP": 49, + "IoU": 0.7368421052631579, + "TN": 90096, + "TP": 6048, + "n_pred": 6097, + "n_ref": 8159 + }, + "7": { + "Dice": 0.16592414208308248, + "FN": 0, + "FP": 6927, + "IoU": 0.09046743697478991, + "TN": 90688, + "TP": 689, + "n_pred": 7616, + "n_ref": 689 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 98296, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "9": { + "Dice": 0.8405594405594405, + "FN": 1332, + "FP": 720, + "IoU": 0.7249698431845597, + "TN": 90843, + "TP": 5409, + "n_pred": 6129, + "n_ref": 6741 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8488403819918144, + "FN": 2059, + "FP": 157, + "IoU": 0.7373785257169946, + "TN": 122634, + "TP": 6222, + "n_pred": 6379, + "n_ref": 8281 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 2718, + "FP": 0, + "IoU": 0.0, + "TN": 128354, + "TP": 0, + "n_pred": 0, + "n_ref": 2718 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 489, + "IoU": 0.0, + "TN": 130583, + "TP": 0, + "n_pred": 489, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 131035, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1053, + "IoU": 0.0, + "TN": 130019, + "TP": 0, + "n_pred": 1053, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5835838571558714, + "FN": 672, + "FP": 3899, + "IoU": 0.4120144069976846, + "TN": 123298, + "TP": 3203, + "n_pred": 7102, + "n_ref": 3875 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1612, + "IoU": 0.0, + "TN": 129460, + "TP": 0, + "n_pred": 1612, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 60, + "FP": 0, + "IoU": 0.0, + "TN": 131012, + "TP": 0, + "n_pred": 0, + "n_ref": 60 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 331, + "FP": 2124, + "IoU": 0.0, + "TN": 95849, + "TP": 0, + "n_pred": 2124, + "n_ref": 331 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 389, + "FP": 0, + "IoU": 0.0, + "TN": 97915, + "TP": 0, + "n_pred": 0, + "n_ref": 389 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 818, + "IoU": 0.0, + "TN": 97486, + "TP": 0, + "n_pred": 818, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1515, + "IoU": 0.0, + "TN": 96789, + "TP": 0, + "n_pred": 1515, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 43, + "IoU": 0.0, + "TN": 98261, + "TP": 0, + "n_pred": 43, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 8343, + "FP": 0, + "IoU": 0.0, + "TN": 89961, + "TP": 0, + "n_pred": 0, + "n_ref": 8343 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 912, + "IoU": 0.0, + "TN": 97392, + "TP": 0, + "n_pred": 912, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 239, + "IoU": 0.0, + "TN": 130833, + "TP": 0, + "n_pred": 239, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 91, + "IoU": 0.0, + "TN": 130981, + "TP": 0, + "n_pred": 91, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4258860668675563, + "FN": 704, + "FP": 11299, + "IoU": 0.2705560619872379, + "TN": 114617, + "TP": 4452, + "n_pred": 15751, + "n_ref": 5156 + }, + "7": { + "Dice": 0.7812359412702957, + "FN": 5273, + "FP": 76, + "IoU": 0.641006711409396, + "TN": 116172, + "TP": 9551, + "n_pred": 9627, + "n_ref": 14824 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.03531515422440769, + "FN": 4315, + "FP": 1, + "IoU": 0.017974971558589306, + "TN": 28373, + "TP": 79, + "n_pred": 80, + "n_ref": 4394 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9377749842866122, + "FN": 624, + "FP": 69, + "IoU": 0.8828402366863906, + "TN": 26853, + "TP": 5222, + "n_pred": 5291, + "n_ref": 5846 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 399, + "IoU": 0.0, + "TN": 32369, + "TP": 0, + "n_pred": 399, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0400.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0400.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 147453, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "10": { + "Dice": 0.39962321912162957, + "FN": 5076, + "FP": 23, + "IoU": 0.24970570924072985, + "TN": 140660, + "TP": 1697, + "n_pred": 1720, + "n_ref": 6773 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 2333, + "FP": 88, + "IoU": 0.0, + "TN": 145035, + "TP": 0, + "n_pred": 88, + "n_ref": 2333 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 832, + "IoU": 0.0, + "TN": 146624, + "TP": 0, + "n_pred": 832, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 632, + "IoU": 0.0, + "TN": 146824, + "TP": 0, + "n_pred": 632, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 475, + "IoU": 0.0, + "TN": 146981, + "TP": 0, + "n_pred": 475, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 3277, + "FP": 0, + "IoU": 0.0, + "TN": 144179, + "TP": 0, + "n_pred": 0, + "n_ref": 3277 + }, + "6": { + "Dice": 0.2331457901490475, + "FN": 3909, + "FP": 3860, + "IoU": 0.13195530726256982, + "TN": 138506, + "TP": 1181, + "n_pred": 5041, + "n_ref": 5090 + }, + "7": { + "Dice": 0.3079014135556361, + "FN": 7638, + "FP": 0, + "IoU": 0.18196422833886688, + "TN": 138119, + "TP": 1699, + "n_pred": 1699, + "n_ref": 9337 + }, + "8": { + "Dice": 0.0, + "FN": 506, + "FP": 8, + "IoU": 0.0, + "TN": 146942, + "TP": 0, + "n_pred": 8, + "n_ref": 506 + }, + "9": { + "Dice": 0.0, + "FN": 2015, + "FP": 2655, + "IoU": 0.0, + "TN": 142786, + "TP": 0, + "n_pred": 2655, + "n_ref": 2015 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.11720009270380816, + "FN": 506.5399999999999, + "FP": 326.71777777777777, + "IoU": 0.09380399003895872, + "TN": 98563.91333333333, + "TP": 545.228888888889, + "n_pred": 871.9466666666667, + "n_ref": 1051.768888888889 + }, + "mean": { + "1": { + "Dice": 0.3050650448620042, + "FN": 660.3, + "FP": 42.1, + "IoU": 0.2504322799130481, + "TN": 98427.13333333333, + "TP": 812.8666666666667, + "n_pred": 854.9666666666667, + "n_ref": 1473.1666666666667 + }, + "10": { + "Dice": 0.001026816629653509, + "FN": 328.9, + "FP": 234.96666666666667, + "IoU": 0.0005163242516300236, + "TN": 99377.1, + "TP": 1.4333333333333333, + "n_pred": 236.4, + "n_ref": 330.3333333333333 + }, + "11": { + "Dice": 0.0, + "FN": 16.233333333333334, + "FP": 0.0, + "IoU": 0.0, + "TN": 99926.16666666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 16.233333333333334 + }, + "12": { + "Dice": 0.0, + "FN": 252.8, + "FP": 0.0, + "IoU": 0.0, + "TN": 99689.6, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 252.8 + }, + "13": { + "Dice": 0.05245247945244818, + "FN": 36.63333333333333, + "FP": 111.16666666666667, + "IoU": 0.03401653831930213, + "TN": 99787.43333333333, + "TP": 7.166666666666667, + "n_pred": 118.33333333333333, + "n_ref": 43.8 + }, + "14": { + "Dice": 0.2111736040952568, + "FN": 1579.9666666666667, + "FP": 115.96666666666667, + "IoU": 0.1489878568082973, + "TN": 98069.4, + "TP": 177.06666666666666, + "n_pred": 293.03333333333336, + "n_ref": 1757.0333333333333 + }, + "15": { + "Dice": 0.23563502858927424, + "FN": 173.26666666666668, + "FP": 120.8, + "IoU": 0.1907371007532713, + "TN": 99208.26666666666, + "TP": 440.06666666666666, + "n_pred": 560.8666666666667, + "n_ref": 613.3333333333334 + }, + "2": { + "Dice": 6.001500375093774e-05, + "FN": 306.0, + "FP": 256.5, + "IoU": 3.0021014710297206e-05, + "TN": 99379.8, + "TP": 0.1, + "n_pred": 256.6, + "n_ref": 306.1 + }, + "3": { + "Dice": 0.26847844458177234, + "FN": 729.6333333333333, + "FP": 372.2, + "IoU": 0.2086506850559996, + "TN": 98195.5, + "TP": 645.0666666666667, + "n_pred": 1017.2666666666667, + "n_ref": 1374.7 + }, + "4": { + "Dice": 0.0, + "FN": 69.4, + "FP": 39.46666666666667, + "IoU": 0.0, + "TN": 99833.53333333334, + "TP": 0.0, + "n_pred": 39.46666666666667, + "n_ref": 69.4 + }, + "5": { + "Dice": 0.0, + "FN": 102.36666666666666, + "FP": 0.0, + "IoU": 0.0, + "TN": 99840.03333333334, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 102.36666666666666 + }, + "6": { + "Dice": 0.47359294931982904, + "FN": 1200.2333333333333, + "FP": 2231.6666666666665, + "IoU": 0.41968803119280285, + "TN": 90776.06666666667, + "TP": 5734.433333333333, + "n_pred": 7966.1, + "n_ref": 6934.666666666667 + }, + "7": { + "Dice": 0.03300418569917814, + "FN": 696.0, + "FP": 1187.0, + "IoU": 0.01854440374314249, + "TN": 97966.7, + "TP": 92.7, + "n_pred": 1279.7, + "n_ref": 788.7 + }, + "8": { + "Dice": 0.14968329480246245, + "FN": 465.8, + "FP": 167.0, + "IoU": 0.12082093194646307, + "TN": 99055.7, + "TP": 253.9, + "n_pred": 420.9, + "n_ref": 719.7 + }, + "9": { + "Dice": 0.02782952752149274, + "FN": 980.5666666666667, + "FP": 21.933333333333334, + "IoU": 0.014635677585713734, + "TN": 98926.26666666666, + "TP": 13.633333333333333, + "n_pred": 35.56666666666667, + "n_ref": 994.2 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 5322, + "FP": 0, + "IoU": 0.0, + "TN": 43830, + "TP": 0, + "n_pred": 0, + "n_ref": 5322 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 81914, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 367, + "IoU": 0.0, + "TN": 163473, + "TP": 0, + "n_pred": 367, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 193, + "FP": 1127, + "IoU": 0.0, + "TN": 162520, + "TP": 0, + "n_pred": 1127, + "n_ref": 193 + }, + "11": { + "Dice": 0.0, + "FN": 487, + "FP": 0, + "IoU": 0.0, + "TN": 163353, + "TP": 0, + "n_pred": 0, + "n_ref": 487 + }, + "12": { + "Dice": 0.0, + "FN": 4502, + "FP": 0, + "IoU": 0.0, + "TN": 159338, + "TP": 0, + "n_pred": 0, + "n_ref": 4502 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 47, + "IoU": 0.0, + "TN": 163793, + "TP": 0, + "n_pred": 47, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 485, + "FP": 141, + "IoU": 0.0, + "TN": 163214, + "TP": 0, + "n_pred": 141, + "n_ref": 485 + }, + "3": { + "Dice": 0.5913338997451147, + "FN": 437, + "FP": 525, + "IoU": 0.41978287092882993, + "TN": 162182, + "TP": 696, + "n_pred": 1221, + "n_ref": 1133 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8413178645448698, + "FN": 3812, + "FP": 2849, + "IoU": 0.7260989349891032, + "TN": 139521, + "TP": 17658, + "n_pred": 20507, + "n_ref": 21470 + }, + "7": { + "Dice": 0.14295824486907288, + "FN": 136, + "FP": 1075, + "IoU": 0.07698170731707317, + "TN": 162528, + "TP": 101, + "n_pred": 1176, + "n_ref": 237 + }, + "8": { + "Dice": 0.0, + "FN": 10022, + "FP": 536, + "IoU": 0.0, + "TN": 153282, + "TP": 0, + "n_pred": 536, + "n_ref": 10022 + }, + "9": { + "Dice": 0.0, + "FN": 6156, + "FP": 0, + "IoU": 0.0, + "TN": 157684, + "TP": 0, + "n_pred": 0, + "n_ref": 6156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7432542927228127, + "FN": 6280, + "FP": 0, + "IoU": 0.5914118412491868, + "TN": 132086, + "TP": 9090, + "n_pred": 9090, + "n_ref": 15370 + }, + "10": { + "Dice": 0.0, + "FN": 301, + "FP": 1083, + "IoU": 0.0, + "TN": 146072, + "TP": 0, + "n_pred": 1083, + "n_ref": 301 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2270, + "FP": 0, + "IoU": 0.0, + "TN": 145186, + "TP": 0, + "n_pred": 0, + "n_ref": 2270 + }, + "13": { + "Dice": 0.5023400936037441, + "FN": 61, + "FP": 258, + "IoU": 0.33541666666666664, + "TN": 146976, + "TP": 161, + "n_pred": 419, + "n_ref": 222 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1039, + "IoU": 0.0, + "TN": 146417, + "TP": 0, + "n_pred": 1039, + "n_ref": 0 + }, + "3": { + "Dice": 0.684931506849315, + "FN": 5026, + "FP": 5807, + "IoU": 0.5208333333333334, + "TN": 124848, + "TP": 11775, + "n_pred": 17582, + "n_ref": 16801 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 45, + "FP": 0, + "IoU": 0.0, + "TN": 147411, + "TP": 0, + "n_pred": 0, + "n_ref": 45 + }, + "6": { + "Dice": 0.6961297955044786, + "FN": 14140, + "FP": 244, + "IoU": 0.5338950097213221, + "TN": 116596, + "TP": 16476, + "n_pred": 16720, + "n_ref": 30616 + }, + "7": { + "Dice": 0.0, + "FN": 105, + "FP": 210, + "IoU": 0.0, + "TN": 147141, + "TP": 0, + "n_pred": 210, + "n_ref": 105 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 323, + "IoU": 0.0, + "TN": 97981, + "TP": 0, + "n_pred": 323, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 98274, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 3373, + "IoU": 0.0, + "TN": 94931, + "TP": 0, + "n_pred": 3373, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 98292, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "8": { + "Dice": 0.8224919835089327, + "FN": 1419, + "FP": 131, + "IoU": 0.6985022369188874, + "TN": 93163, + "TP": 3591, + "n_pred": 3722, + "n_ref": 5010 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0038.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0038.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 14024, + "FP": 0, + "IoU": 0.0, + "TN": 67896, + "TP": 0, + "n_pred": 0, + "n_ref": 14024 + }, + "15": { + "Dice": 0.8716978026499876, + "FN": 406, + "FP": 2712, + "IoU": 0.7725747629467542, + "TN": 68210, + "TP": 10592, + "n_pred": 13304, + "n_ref": 10998 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 430, + "IoU": 0.0, + "TN": 81490, + "TP": 0, + "n_pred": 430, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 29, + "IoU": 0.0, + "TN": 81891, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9935337124289195, + "FN": 175, + "FP": 24, + "IoU": 0.9871505133337638, + "TN": 66433, + "TP": 15288, + "n_pred": 15312, + "n_ref": 15463 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6077, + "IoU": 0.0, + "TN": 75843, + "TP": 0, + "n_pred": 6077, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 88, + "IoU": 0.0, + "TN": 81832, + "TP": 0, + "n_pred": 88, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8687032404308046, + "FN": 2071, + "FP": 9108, + "IoU": 0.7678827266875687, + "TN": 33759, + "TP": 36982, + "n_pred": 46090, + "n_ref": 39053 + }, + "7": { + "Dice": 0.0, + "FN": 24, + "FP": 0, + "IoU": 0.0, + "TN": 81896, + "TP": 0, + "n_pred": 0, + "n_ref": 24 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 81914, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 388, + "FP": 0, + "IoU": 0.0, + "TN": 81532, + "TP": 0, + "n_pred": 0, + "n_ref": 388 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.44025157232704404, + "FN": 516, + "FP": 1353, + "IoU": 0.28225806451612906, + "TN": 46548, + "TP": 735, + "n_pred": 2088, + "n_ref": 1251 + }, + "15": { + "Dice": 0.542112368885658, + "FN": 4110, + "FP": 299, + "IoU": 0.37184784157287365, + "TN": 42133, + "TP": 2610, + "n_pred": 2909, + "n_ref": 6720 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 114680, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1680, + "IoU": 0.0, + "TN": 113008, + "TP": 0, + "n_pred": 1680, + "n_ref": 0 + }, + "14": { + "Dice": 0.4428684003152088, + "FN": 1405, + "FP": 9, + "IoU": 0.28441295546558704, + "TN": 112712, + "TP": 562, + "n_pred": 571, + "n_ref": 1967 + }, + "15": { + "Dice": 0.0, + "FN": 75, + "FP": 0, + "IoU": 0.0, + "TN": 114613, + "TP": 0, + "n_pred": 0, + "n_ref": 75 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 779, + "IoU": 0.0, + "TN": 113909, + "TP": 0, + "n_pred": 779, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9153132250580046, + "FN": 347, + "FP": 91, + "IoU": 0.8438502673796792, + "TN": 111883, + "TP": 2367, + "n_pred": 2458, + "n_ref": 2714 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3481, + "IoU": 0.0, + "TN": 111207, + "TP": 0, + "n_pred": 3481, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 29, + "IoU": 0.0, + "TN": 114659, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 505, + "IoU": 0.0, + "TN": 114183, + "TP": 0, + "n_pred": 505, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 275, + "IoU": 0.0, + "TN": 114413, + "TP": 0, + "n_pred": 275, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 58, + "IoU": 0.0, + "TN": 114630, + "TP": 0, + "n_pred": 58, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1809, + "IoU": 0.0, + "TN": 112879, + "TP": 0, + "n_pred": 1809, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 994, + "FP": 0, + "IoU": 0.0, + "TN": 113694, + "TP": 0, + "n_pred": 0, + "n_ref": 994 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7755852252676155, + "FN": 4251, + "FP": 11011, + "IoU": 0.6334334093911372, + "TN": 73053, + "TP": 26373, + "n_pred": 37384, + "n_ref": 30624 + }, + "7": { + "Dice": 0.021087160262417994, + "FN": 4025, + "FP": 153, + "IoU": 0.010655931802036467, + "TN": 110465, + "TP": 45, + "n_pred": 198, + "n_ref": 4070 + }, + "8": { + "Dice": 0.8284307536927156, + "FN": 690, + "FP": 669, + "IoU": 0.7071120689655173, + "TN": 110048, + "TP": 3281, + "n_pred": 3950, + "n_ref": 3971 + }, + "9": { + "Dice": 0.08648648648648649, + "FN": 377, + "FP": 130, + "IoU": 0.04519774011299435, + "TN": 114157, + "TP": 24, + "n_pred": 154, + "n_ref": 401 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 98295, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0067.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0067.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 503, + "FP": 0, + "IoU": 0.0, + "TN": 97801, + "TP": 0, + "n_pred": 0, + "n_ref": 503 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1203, + "IoU": 0.0, + "TN": 97101, + "TP": 0, + "n_pred": 1203, + "n_ref": 0 + }, + "3": { + "Dice": 0.6402975821450713, + "FN": 2111, + "FP": 790, + "IoU": 0.4709100857194966, + "TN": 92821, + "TP": 2582, + "n_pred": 3372, + "n_ref": 4693 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1117, + "IoU": 0.0, + "TN": 97187, + "TP": 0, + "n_pred": 1117, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 54, + "IoU": 0.0, + "TN": 98250, + "TP": 0, + "n_pred": 54, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2194, + "IoU": 0.0, + "TN": 96110, + "TP": 0, + "n_pred": 2194, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5478240076518412, + "FN": 3782, + "FP": 0, + "IoU": 0.37724353696690266, + "TN": 108615, + "TP": 2291, + "n_pred": 2291, + "n_ref": 6073 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 187, + "IoU": 0.0, + "TN": 114501, + "TP": 0, + "n_pred": 187, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 195, + "IoU": 0.0, + "TN": 114493, + "TP": 0, + "n_pred": 195, + "n_ref": 0 + }, + "14": { + "Dice": 0.7802294792586054, + "FN": 926, + "FP": 70, + "IoU": 0.6396526772793053, + "TN": 111924, + "TP": 1768, + "n_pred": 1838, + "n_ref": 2694 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 2077, + "FP": 0, + "IoU": 0.0, + "TN": 112611, + "TP": 0, + "n_pred": 0, + "n_ref": 2077 + }, + "3": { + "Dice": 0.0, + "FN": 615, + "FP": 0, + "IoU": 0.0, + "TN": 114073, + "TP": 0, + "n_pred": 0, + "n_ref": 615 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 3026, + "FP": 0, + "IoU": 0.0, + "TN": 111662, + "TP": 0, + "n_pred": 0, + "n_ref": 3026 + }, + "6": { + "Dice": 0.04948301329394387, + "FN": 66, + "FP": 2508, + "IoU": 0.025369178341537298, + "TN": 112047, + "TP": 67, + "n_pred": 2575, + "n_ref": 133 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.44464339003282605, + "FN": 1843, + "FP": 18, + "IoU": 0.28587874136607827, + "TN": 112082, + "TP": 745, + "n_pred": 763, + "n_ref": 2588 + }, + "9": { + "Dice": 0.03939788143467757, + "FN": 4745, + "FP": 424, + "IoU": 0.02009478672985782, + "TN": 109413, + "TP": 106, + "n_pred": 530, + "n_ref": 4851 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 81904, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 223, + "IoU": 0.0, + "TN": 81697, + "TP": 0, + "n_pred": 223, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 81898, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.007509813961426865, + "FN": 7150, + "FP": 4480, + "IoU": 0.0037690594483467533, + "TN": 70246, + "TP": 44, + "n_pred": 4524, + "n_ref": 7194 + }, + "7": { + "Dice": 0.260744191205013, + "FN": 5301, + "FP": 8030, + "IoU": 0.14991710241040684, + "TN": 66238, + "TP": 2351, + "n_pred": 10381, + "n_ref": 7652 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7756974349372776, + "FN": 4757, + "FP": 35, + "IoU": 0.6335831166845083, + "TN": 36074, + "TP": 8286, + "n_pred": 8321, + "n_ref": 13043 + }, + "10": { + "Dice": 0.0, + "FN": 73, + "FP": 0, + "IoU": 0.0, + "TN": 49079, + "TP": 0, + "n_pred": 0, + "n_ref": 73 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1599, + "IoU": 0.0, + "TN": 47553, + "TP": 0, + "n_pred": 1599, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 6474, + "IoU": 0.0, + "TN": 42678, + "TP": 0, + "n_pred": 6474, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 1028, + "FP": 0, + "IoU": 0.0, + "TN": 48124, + "TP": 0, + "n_pred": 0, + "n_ref": 1028 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 44, + "IoU": 0.0, + "TN": 212948, + "TP": 0, + "n_pred": 44, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.23721298495645288, + "FN": 14451, + "FP": 0, + "IoU": 0.13456701401365434, + "TN": 196294, + "TP": 2247, + "n_pred": 2247, + "n_ref": 16698 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 69, + "IoU": 0.0, + "TN": 212923, + "TP": 0, + "n_pred": 69, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 212965, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8677264547090582, + "FN": 640, + "FP": 242, + "IoU": 0.7663576158940397, + "TN": 209217, + "TP": 2893, + "n_pred": 3135, + "n_ref": 3533 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 624, + "IoU": 0.0, + "TN": 212368, + "TP": 0, + "n_pred": 624, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 212992, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 53, + "IoU": 0.0, + "TN": 180171, + "TP": 0, + "n_pred": 53, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 3420, + "IoU": 0.0, + "TN": 176804, + "TP": 0, + "n_pred": 3420, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1222, + "IoU": 0.0, + "TN": 179002, + "TP": 0, + "n_pred": 1222, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0384963768115942, + "FN": 4246, + "FP": 0, + "IoU": 0.019625952435927036, + "TN": 159509, + "TP": 85, + "n_pred": 85, + "n_ref": 4331 + }, + "10": { + "Dice": 0.0112949829261886, + "FN": 7528, + "FP": 0, + "IoU": 0.00567956676793026, + "TN": 156269, + "TP": 43, + "n_pred": 43, + "n_ref": 7571 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 399, + "FP": 0, + "IoU": 0.0, + "TN": 163441, + "TP": 0, + "n_pred": 0, + "n_ref": 399 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 163827, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "3": { + "Dice": 0.8279352226720648, + "FN": 497, + "FP": 13, + "IoU": 0.7063903281519862, + "TN": 162103, + "TP": 1227, + "n_pred": 1240, + "n_ref": 1724 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8755342204938121, + "FN": 2148, + "FP": 3997, + "IoU": 0.7786223791339434, + "TN": 136082, + "TP": 21613, + "n_pred": 25610, + "n_ref": 23761 + }, + "7": { + "Dice": 0.23529411764705882, + "FN": 1764, + "FP": 82, + "IoU": 0.13333333333333333, + "TN": 161710, + "TP": 284, + "n_pred": 366, + "n_ref": 2048 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 958, + "IoU": 0.0, + "TN": 162882, + "TP": 0, + "n_pred": 958, + "n_ref": 0 + }, + "9": { + "Dice": 0.1245813797722706, + "FN": 3921, + "FP": 0, + "IoU": 0.06642857142857143, + "TN": 159640, + "TP": 279, + "n_pred": 279, + "n_ref": 4200 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 1322, + "FP": 0, + "IoU": 0.0, + "TN": 113366, + "TP": 0, + "n_pred": 0, + "n_ref": 1322 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 71, + "FP": 0, + "IoU": 0.0, + "TN": 114617, + "TP": 0, + "n_pred": 0, + "n_ref": 71 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 16077, + "FP": 72, + "IoU": 0.0, + "TN": 98539, + "TP": 0, + "n_pred": 72, + "n_ref": 16077 + }, + "15": { + "Dice": 0.0, + "FN": 601, + "FP": 544, + "IoU": 0.0, + "TN": 113543, + "TP": 0, + "n_pred": 544, + "n_ref": 601 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2573, + "IoU": 0.0, + "TN": 112115, + "TP": 0, + "n_pred": 2573, + "n_ref": 0 + }, + "3": { + "Dice": 0.7457215681514747, + "FN": 168, + "FP": 1927, + "IoU": 0.5945422875943488, + "TN": 109521, + "TP": 3072, + "n_pred": 4999, + "n_ref": 3240 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 303, + "IoU": 0.0, + "TN": 114385, + "TP": 0, + "n_pred": 303, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 449, + "IoU": 0.0, + "TN": 114239, + "TP": 0, + "n_pred": 449, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.01092896174863388, + "FN": 181, + "FP": 0, + "IoU": 0.005494505494505495, + "TN": 65354, + "TP": 1, + "n_pred": 1, + "n_ref": 182 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 11379, + "IoU": 0.0, + "TN": 54157, + "TP": 0, + "n_pred": 11379, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2953, + "IoU": 0.0, + "TN": 62583, + "TP": 0, + "n_pred": 2953, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 225, + "IoU": 0.0, + "TN": 98079, + "TP": 0, + "n_pred": 225, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 4110, + "IoU": 0.0, + "TN": 94194, + "TP": 0, + "n_pred": 4110, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0746371803731859, + "FN": 584, + "FP": 755, + "IoU": 0.038765254845656856, + "TN": 96911, + "TP": 54, + "n_pred": 809, + "n_ref": 638 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 41, + "IoU": 0.0, + "TN": 98263, + "TP": 0, + "n_pred": 41, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 98290, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8856731979147942, + "FN": 284, + "FP": 988, + "IoU": 0.7948056138086789, + "TN": 92105, + "TP": 4927, + "n_pred": 5915, + "n_ref": 5211 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 7768, + "IoU": 0.0, + "TN": 90536, + "TP": 0, + "n_pred": 7768, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 728, + "IoU": 0.0, + "TN": 97576, + "TP": 0, + "n_pred": 728, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 4416, + "FP": 0, + "IoU": 0.0, + "TN": 93888, + "TP": 0, + "n_pred": 0, + "n_ref": 4416 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 9268, + "FP": 0, + "IoU": 0.0, + "TN": 56268, + "TP": 0, + "n_pred": 0, + "n_ref": 9268 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 81, + "IoU": 0.0, + "TN": 65455, + "TP": 0, + "n_pred": 81, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9344493747478823, + "FN": 563, + "FP": 87, + "IoU": 0.8769638462994511, + "TN": 43869, + "TP": 4633, + "n_pred": 4720, + "n_ref": 5196 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 42, + "FP": 0, + "IoU": 0.0, + "TN": 49110, + "TP": 0, + "n_pred": 0, + "n_ref": 42 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 29, + "IoU": 0.0, + "TN": 49123, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 198, + "IoU": 0.0, + "TN": 48954, + "TP": 0, + "n_pred": 198, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 3175, + "FP": 0, + "IoU": 0.0, + "TN": 45977, + "TP": 0, + "n_pred": 0, + "n_ref": 3175 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 259, + "IoU": 0.0, + "TN": 147197, + "TP": 0, + "n_pred": 259, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 94, + "IoU": 0.0, + "TN": 147362, + "TP": 0, + "n_pred": 94, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 106, + "FP": 52, + "IoU": 0.0, + "TN": 147298, + "TP": 0, + "n_pred": 52, + "n_ref": 106 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 45, + "IoU": 0.0, + "TN": 147411, + "TP": 0, + "n_pred": 45, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9503736016930852, + "FN": 632, + "FP": 517, + "IoU": 0.9054398814912353, + "TN": 135305, + "TP": 11002, + "n_pred": 11519, + "n_ref": 11634 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1290, + "IoU": 0.0, + "TN": 146166, + "TP": 0, + "n_pred": 1290, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1214, + "IoU": 0.0, + "TN": 146242, + "TP": 0, + "n_pred": 1214, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 104, + "IoU": 0.0, + "TN": 147352, + "TP": 0, + "n_pred": 104, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.848481106446036, + "FN": 140, + "FP": 2314, + "IoU": 0.7368364611260053, + "TN": 105363, + "TP": 6871, + "n_pred": 9185, + "n_ref": 7011 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 114686, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 9372, + "FP": 0, + "IoU": 0.0, + "TN": 105316, + "TP": 0, + "n_pred": 0, + "n_ref": 9372 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0378.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0378.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 450, + "FP": 0, + "IoU": 0.0, + "TN": 32318, + "TP": 0, + "n_pred": 0, + "n_ref": 450 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 238, + "FP": 0, + "IoU": 0.0, + "TN": 32530, + "TP": 0, + "n_pred": 0, + "n_ref": 238 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1204, + "IoU": 0.0, + "TN": 31564, + "TP": 0, + "n_pred": 1204, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 3767, + "FP": 0, + "IoU": 0.0, + "TN": 29001, + "TP": 0, + "n_pred": 0, + "n_ref": 3767 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 32751, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 94, + "IoU": 0.0, + "TN": 32674, + "TP": 0, + "n_pred": 94, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 13, + "FP": 160, + "IoU": 0.0, + "TN": 114515, + "TP": 0, + "n_pred": 160, + "n_ref": 13 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.000900225056264066, + "FN": 6512, + "FP": 147, + "IoU": 0.0004503152206544581, + "TN": 108026, + "TP": 3, + "n_pred": 150, + "n_ref": 6515 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 1088, + "FP": 0, + "IoU": 0.0, + "TN": 113600, + "TP": 0, + "n_pred": 0, + "n_ref": 1088 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8436804132893917, + "FN": 151, + "FP": 3359, + "IoU": 0.7296256354953012, + "TN": 101706, + "TP": 9472, + "n_pred": 12831, + "n_ref": 9623 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 520, + "IoU": 0.0, + "TN": 114168, + "TP": 0, + "n_pred": 520, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 114683, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 42, + "FP": 0, + "IoU": 0.0, + "TN": 114646, + "TP": 0, + "n_pred": 0, + "n_ref": 42 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0390.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.08828459404446015, + "FN": 655.48, + "FP": 610.2311111111111, + "IoU": 0.07441347365510957, + "TN": 109531.58444444445, + "TP": 613.9044444444445, + "n_pred": 1224.1355555555558, + "n_ref": 1269.3844444444442 + }, + "mean": { + "1": { + "Dice": 0.20507230181143005, + "FN": 1289.7, + "FP": 172.6, + "IoU": 0.18834099409848518, + "TN": 109292.3, + "TP": 656.6, + "n_pred": 829.2, + "n_ref": 1946.3 + }, + "10": { + "Dice": 0.015511645666284843, + "FN": 399.96666666666664, + "FP": 118.86666666666666, + "IoU": 0.0083378229302958, + "TN": 110870.7, + "TP": 21.666666666666668, + "n_pred": 140.53333333333333, + "n_ref": 421.6333333333333 + }, + "11": { + "Dice": 0.0, + "FN": 4.566666666666666, + "FP": 0.0, + "IoU": 0.0, + "TN": 111406.63333333333, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 4.566666666666666 + }, + "12": { + "Dice": 0.0, + "FN": 0.6, + "FP": 0.0, + "IoU": 0.0, + "TN": 111410.6, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.6 + }, + "13": { + "Dice": 0.0, + "FN": 26.833333333333332, + "FP": 87.73333333333333, + "IoU": 0.0, + "TN": 111296.63333333333, + "TP": 0.0, + "n_pred": 87.73333333333333, + "n_ref": 26.833333333333332 + }, + "14": { + "Dice": 0.004545454545454545, + "FN": 2055.4666666666667, + "FP": 461.03333333333336, + "IoU": 0.002336448598130841, + "TN": 108894.6, + "TP": 0.1, + "n_pred": 461.1333333333333, + "n_ref": 2055.5666666666666 + }, + "15": { + "Dice": 0.08805016579563005, + "FN": 207.56666666666666, + "FP": 1145.8666666666666, + "IoU": 0.06347713428151533, + "TN": 109809.43333333333, + "TP": 248.33333333333334, + "n_pred": 1394.2, + "n_ref": 455.9 + }, + "2": { + "Dice": 0.0, + "FN": 1793.1666666666667, + "FP": 116.13333333333334, + "IoU": 0.0, + "TN": 109501.9, + "TP": 0.0, + "n_pred": 116.13333333333334, + "n_ref": 1793.1666666666667 + }, + "3": { + "Dice": 0.04322599420307095, + "FN": 508.96666666666664, + "FP": 1077.9333333333334, + "IoU": 0.033414427552275326, + "TN": 109533.16666666667, + "TP": 291.1333333333333, + "n_pred": 1369.0666666666666, + "n_ref": 800.1 + }, + "4": { + "Dice": 0.011317346989665427, + "FN": 565.7333333333333, + "FP": 28.6, + "IoU": 0.005808015513897867, + "TN": 110809.3, + "TP": 7.566666666666666, + "n_pred": 36.166666666666664, + "n_ref": 573.3 + }, + "5": { + "Dice": 0.0, + "FN": 57.36666666666667, + "FP": 0.0, + "IoU": 0.0, + "TN": 111353.83333333333, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 57.36666666666667 + }, + "6": { + "Dice": 0.39122966372406714, + "FN": 980.0666666666667, + "FP": 4496.166666666667, + "IoU": 0.35332670463169563, + "TN": 99369.3, + "TP": 6565.666666666667, + "n_pred": 11061.833333333334, + "n_ref": 7545.733333333334 + }, + "7": { + "Dice": 0.17377208716219858, + "FN": 1405.3333333333333, + "FP": 869.2, + "IoU": 0.13310920913789598, + "TN": 108629.43333333333, + "TP": 507.23333333333335, + "n_pred": 1376.4333333333334, + "n_ref": 1912.5666666666666 + }, + "8": { + "Dice": 0.32612582923458316, + "FN": 302.7, + "FP": 128.5, + "IoU": 0.28374951276499155, + "TN": 110117.36666666667, + "TP": 862.6333333333333, + "n_pred": 991.1333333333333, + "n_ref": 1165.3333333333333 + }, + "9": { + "Dice": 0.06541842153451749, + "FN": 234.16666666666666, + "FP": 450.8333333333333, + "IoU": 0.04430183531746032, + "TN": 110678.56666666667, + "TP": 47.63333333333333, + "n_pred": 498.46666666666664, + "n_ref": 281.8 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 51, + "IoU": 0.0, + "TN": 65485, + "TP": 0, + "n_pred": 51, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3335, + "IoU": 0.0, + "TN": 62201, + "TP": 0, + "n_pred": 3335, + "n_ref": 0 + }, + "3": { + "Dice": 0.7925756186984418, + "FN": 4154, + "FP": 372, + "IoU": 0.6564184316404768, + "TN": 52363, + "TP": 8647, + "n_pred": 9019, + "n_ref": 12801 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 171, + "IoU": 0.0, + "TN": 65365, + "TP": 0, + "n_pred": 171, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 502, + "FP": 0, + "IoU": 0.0, + "TN": 65034, + "TP": 0, + "n_pred": 0, + "n_ref": 502 + }, + "10": { + "Dice": 0.0, + "FN": 2, + "FP": 1591, + "IoU": 0.0, + "TN": 63943, + "TP": 0, + "n_pred": 1591, + "n_ref": 2 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 65499, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 65532, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 10486, + "FP": 677, + "IoU": 0.0, + "TN": 54373, + "TP": 0, + "n_pred": 677, + "n_ref": 10486 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 66, + "IoU": 0.0, + "TN": 65470, + "TP": 0, + "n_pred": 66, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 6, + "FP": 455, + "IoU": 0.0, + "TN": 65075, + "TP": 0, + "n_pred": 455, + "n_ref": 6 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 49150, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9999389611182323, + "FN": 2, + "FP": 0, + "IoU": 0.9998779296875, + "TN": 32768, + "TP": 16382, + "n_pred": 16382, + "n_ref": 16384 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0017.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0017.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 345, + "IoU": 0.0, + "TN": 196263, + "TP": 0, + "n_pred": 345, + "n_ref": 0 + }, + "15": { + "Dice": 0.7678963939879998, + "FN": 3660, + "FP": 247, + "IoU": 0.6232401157184185, + "TN": 186238, + "TP": 6463, + "n_pred": 6710, + "n_ref": 10123 + }, + "2": { + "Dice": 0.0, + "FN": 3621, + "FP": 0, + "IoU": 0.0, + "TN": 192987, + "TP": 0, + "n_pred": 0, + "n_ref": 3621 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 53, + "IoU": 0.0, + "TN": 196555, + "TP": 0, + "n_pred": 53, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8840288924558587, + "FN": 325, + "FP": 3721, + "IoU": 0.7921610931319669, + "TN": 177141, + "TP": 15421, + "n_pred": 19142, + "n_ref": 15746 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4595, + "IoU": 0.0, + "TN": 192013, + "TP": 0, + "n_pred": 4595, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 131057, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 131066, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1714, + "IoU": 0.0, + "TN": 129358, + "TP": 0, + "n_pred": 1714, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 75, + "FP": 0, + "IoU": 0.0, + "TN": 130997, + "TP": 0, + "n_pred": 0, + "n_ref": 75 + }, + "6": { + "Dice": 0.8732327006426543, + "FN": 3761, + "FP": 480, + "IoU": 0.774989388794567, + "TN": 112224, + "TP": 14607, + "n_pred": 15087, + "n_ref": 18368 + }, + "7": { + "Dice": 0.8006747258926061, + "FN": 359, + "FP": 350, + "IoU": 0.6676043131739334, + "TN": 128939, + "TP": 1424, + "n_pred": 1774, + "n_ref": 1783 + }, + "8": { + "Dice": 0.8602934305205121, + "FN": 1476, + "FP": 19, + "IoU": 0.7548376516890783, + "TN": 124974, + "TP": 4603, + "n_pred": 4622, + "n_ref": 6079 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 549, + "IoU": 0.0, + "TN": 130523, + "TP": 0, + "n_pred": 549, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2688, + "IoU": 0.0, + "TN": 79232, + "TP": 0, + "n_pred": 2688, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 193, + "FP": 0, + "IoU": 0.0, + "TN": 81727, + "TP": 0, + "n_pred": 0, + "n_ref": 193 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 81919, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 131, + "IoU": 0.0, + "TN": 81789, + "TP": 0, + "n_pred": 131, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 27071, + "IoU": 0.0, + "TN": 54849, + "TP": 0, + "n_pred": 27071, + "n_ref": 0 + }, + "7": { + "Dice": 0.1520107450422691, + "FN": 10589, + "FP": 144, + "IoU": 0.08225737494655835, + "TN": 70225, + "TP": 962, + "n_pred": 1106, + "n_ref": 11551 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 9492, + "FP": 0, + "IoU": 0.0, + "TN": 88812, + "TP": 0, + "n_pred": 0, + "n_ref": 9492 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 108, + "IoU": 0.0, + "TN": 98196, + "TP": 0, + "n_pred": 108, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 982, + "IoU": 0.0, + "TN": 97322, + "TP": 0, + "n_pred": 982, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 239, + "IoU": 0.0, + "TN": 98065, + "TP": 0, + "n_pred": 239, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 131, + "IoU": 0.0, + "TN": 81789, + "TP": 0, + "n_pred": 131, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2978, + "IoU": 0.0, + "TN": 78942, + "TP": 0, + "n_pred": 2978, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 81914, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1231, + "IoU": 0.0, + "TN": 80689, + "TP": 0, + "n_pred": 1231, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 3740, + "FP": 0, + "IoU": 0.0, + "TN": 61796, + "TP": 0, + "n_pred": 0, + "n_ref": 3740 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 509, + "IoU": 0.0, + "TN": 65027, + "TP": 0, + "n_pred": 509, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9831973115698511, + "FN": 0, + "FP": 560, + "IoU": 0.9669499527856469, + "TN": 48592, + "TP": 16384, + "n_pred": 16944, + "n_ref": 16384 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 922, + "IoU": 0.0, + "TN": 162918, + "TP": 0, + "n_pred": 922, + "n_ref": 0 + }, + "10": { + "Dice": 0.13960481099656358, + "FN": 7877, + "FP": 135, + "IoU": 0.0750404063726622, + "TN": 155178, + "TP": 650, + "n_pred": 785, + "n_ref": 8527 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 163832, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 163825, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 978, + "IoU": 0.0, + "TN": 162862, + "TP": 0, + "n_pred": 978, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 409, + "FP": 0, + "IoU": 0.0, + "TN": 163431, + "TP": 0, + "n_pred": 0, + "n_ref": 409 + }, + "6": { + "Dice": 0.22048080754416258, + "FN": 862, + "FP": 5007, + "IoU": 0.1238990894163308, + "TN": 157141, + "TP": 830, + "n_pred": 5837, + "n_ref": 1692 + }, + "7": { + "Dice": 0.0, + "FN": 17, + "FP": 0, + "IoU": 0.0, + "TN": 163823, + "TP": 0, + "n_pred": 0, + "n_ref": 17 + }, + "8": { + "Dice": 0.8207046541974772, + "FN": 2061, + "FP": 0, + "IoU": 0.6959280023605784, + "TN": 157062, + "TP": 4717, + "n_pred": 4717, + "n_ref": 6778 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 574, + "FP": 0, + "IoU": 0.0, + "TN": 228802, + "TP": 0, + "n_pred": 0, + "n_ref": 574 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 229374, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2066, + "IoU": 0.0, + "TN": 227310, + "TP": 0, + "n_pred": 2066, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 5636, + "IoU": 0.0, + "TN": 223740, + "TP": 0, + "n_pred": 5636, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 229376, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 3923, + "FP": 1419, + "IoU": 0.0, + "TN": 76578, + "TP": 0, + "n_pred": 1419, + "n_ref": 3923 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.05454545454545454, + "FN": 104, + "FP": 0, + "IoU": 0.028037383177570093, + "TN": 81813, + "TP": 3, + "n_pred": 3, + "n_ref": 107 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.20162224797219003, + "FN": 629, + "FP": 60, + "IoU": 0.11211340206185567, + "TN": 81144, + "TP": 87, + "n_pred": 147, + "n_ref": 716 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 242, + "IoU": 0.0, + "TN": 81678, + "TP": 0, + "n_pred": 242, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 10974, + "FP": 0, + "IoU": 0.0, + "TN": 70946, + "TP": 0, + "n_pred": 0, + "n_ref": 10974 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 380, + "IoU": 0.0, + "TN": 81540, + "TP": 0, + "n_pred": 380, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 4444, + "IoU": 0.0, + "TN": 77476, + "TP": 0, + "n_pred": 4444, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 4041, + "FP": 0, + "IoU": 0.0, + "TN": 28727, + "TP": 0, + "n_pred": 0, + "n_ref": 4041 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1112, + "IoU": 0.0, + "TN": 31656, + "TP": 0, + "n_pred": 1112, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 147451, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 147444, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 887, + "IoU": 0.0, + "TN": 146569, + "TP": 0, + "n_pred": 887, + "n_ref": 0 + }, + "4": { + "Dice": 0.05384325072336143, + "FN": 7521, + "FP": 0, + "IoU": 0.02766645119586296, + "TN": 139721, + "TP": 214, + "n_pred": 214, + "n_ref": 7735 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.982495326422103, + "FN": 151, + "FP": 1291, + "IoU": 0.9655929372464805, + "TN": 105546, + "TP": 40468, + "n_pred": 41759, + "n_ref": 40619 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6284, + "IoU": 0.0, + "TN": 141172, + "TP": 0, + "n_pred": 6284, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 147433, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 44, + "IoU": 0.0, + "TN": 131028, + "TP": 0, + "n_pred": 44, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 231, + "FP": 2, + "IoU": 0.0, + "TN": 130839, + "TP": 0, + "n_pred": 2, + "n_ref": 231 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 5320, + "IoU": 0.0, + "TN": 125752, + "TP": 0, + "n_pred": 5320, + "n_ref": 0 + }, + "15": { + "Dice": 0.2908928836725598, + "FN": 1156, + "FP": 3617, + "IoU": 0.17020166898470096, + "TN": 125320, + "TP": 979, + "n_pred": 4596, + "n_ref": 2135 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 1237, + "FP": 0, + "IoU": 0.0, + "TN": 129835, + "TP": 0, + "n_pred": 0, + "n_ref": 1237 + }, + "6": { + "Dice": 0.0, + "FN": 2381, + "FP": 1, + "IoU": 0.0, + "TN": 128690, + "TP": 0, + "n_pred": 1, + "n_ref": 2381 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8806535837614756, + "FN": 1397, + "FP": 20, + "IoU": 0.7867569601203913, + "TN": 124427, + "TP": 5228, + "n_pred": 5248, + "n_ref": 6625 + }, + "9": { + "Dice": 0.5233473722761399, + "FN": 2556, + "FP": 47, + "IoU": 0.35441468253968256, + "TN": 127040, + "TP": 1429, + "n_pred": 1476, + "n_ref": 3985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9306138772245551, + "FN": 971, + "FP": 70, + "IoU": 0.8702318623784593, + "TN": 139434, + "TP": 6981, + "n_pred": 7051, + "n_ref": 7952 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 171, + "IoU": 0.0, + "TN": 147285, + "TP": 0, + "n_pred": 171, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 64, + "IoU": 0.0, + "TN": 147392, + "TP": 0, + "n_pred": 64, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 9530, + "FP": 2, + "IoU": 0.0, + "TN": 137924, + "TP": 0, + "n_pred": 2, + "n_ref": 9530 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6181, + "IoU": 0.0, + "TN": 141275, + "TP": 0, + "n_pred": 6181, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7886620075742787, + "FN": 866, + "FP": 4547, + "IoU": 0.651066847160446, + "TN": 131943, + "TP": 10100, + "n_pred": 14647, + "n_ref": 10966 + }, + "7": { + "Dice": 0.0, + "FN": 1056, + "FP": 4100, + "IoU": 0.0, + "TN": 142300, + "TP": 0, + "n_pred": 4100, + "n_ref": 1056 + }, + "8": { + "Dice": 0.7908305363136471, + "FN": 2357, + "FP": 572, + "IoU": 0.6540278762107252, + "TN": 138990, + "TP": 5537, + "n_pred": 6109, + "n_ref": 7894 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 2453, + "IoU": 0.0, + "TN": 145003, + "TP": 0, + "n_pred": 2453, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 141, + "IoU": 0.0, + "TN": 130931, + "TP": 0, + "n_pred": 141, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 131057, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9941249226963512, + "FN": 94, + "FP": 58, + "IoU": 0.988318475253612, + "TN": 118060, + "TP": 12860, + "n_pred": 12918, + "n_ref": 12954 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 59, + "IoU": 0.0, + "TN": 196549, + "TP": 0, + "n_pred": 59, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1570, + "IoU": 0.0, + "TN": 195038, + "TP": 0, + "n_pred": 1570, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 6884, + "IoU": 0.0, + "TN": 189724, + "TP": 0, + "n_pred": 6884, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 104, + "IoU": 0.0, + "TN": 196504, + "TP": 0, + "n_pred": 104, + "n_ref": 0 + }, + "4": { + "Dice": 0.0027434842249657062, + "FN": 9451, + "FP": 0, + "IoU": 0.0013736263736263737, + "TN": 187144, + "TP": 13, + "n_pred": 13, + "n_ref": 9464 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8728676651789381, + "FN": 584, + "FP": 4059, + "IoU": 0.774414536974055, + "TN": 176026, + "TP": 15939, + "n_pred": 19998, + "n_ref": 16523 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6697, + "IoU": 0.0, + "TN": 189911, + "TP": 0, + "n_pred": 6697, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 196608, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 118, + "IoU": 0.0, + "TN": 98186, + "TP": 0, + "n_pred": 118, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 11, + "FP": 0, + "IoU": 0.0, + "TN": 98293, + "TP": 0, + "n_pred": 0, + "n_ref": 11 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 128, + "IoU": 0.0, + "TN": 98176, + "TP": 0, + "n_pred": 128, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 32768, + "FP": 0, + "IoU": 0.0, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 32768 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 9318, + "IoU": 0.0, + "TN": 88986, + "TP": 0, + "n_pred": 9318, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 9622, + "FP": 0, + "IoU": 0.0, + "TN": 88682, + "TP": 0, + "n_pred": 0, + "n_ref": 9622 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 38, + "IoU": 0.0, + "TN": 98266, + "TP": 0, + "n_pred": 38, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.1627630868861306, + "FN": 504, + "FP": 7253, + "IoU": 0.08859123487251792, + "TN": 89793, + "TP": 754, + "n_pred": 8007, + "n_ref": 1258 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 98294, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 4530, + "FP": 0, + "IoU": 0.0, + "TN": 126542, + "TP": 0, + "n_pred": 0, + "n_ref": 4530 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 13446, + "FP": 0, + "IoU": 0.0, + "TN": 117626, + "TP": 0, + "n_pred": 0, + "n_ref": 13446 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 13655, + "IoU": 0.0, + "TN": 117417, + "TP": 0, + "n_pred": 13655, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 3969, + "IoU": 0.0, + "TN": 127103, + "TP": 0, + "n_pred": 3969, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 310, + "FP": 0, + "IoU": 0.0, + "TN": 130762, + "TP": 0, + "n_pred": 0, + "n_ref": 310 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.07904390013016212, + "FN": 15566, + "FP": 0, + "IoU": 0.04114820746581249, + "TN": 65686, + "TP": 668, + "n_pred": 668, + "n_ref": 16234 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 14765, + "FP": 0, + "IoU": 0.0, + "TN": 67155, + "TP": 0, + "n_pred": 0, + "n_ref": 14765 + }, + "15": { + "Dice": 0.0, + "FN": 1335, + "FP": 0, + "IoU": 0.0, + "TN": 80585, + "TP": 0, + "n_pred": 0, + "n_ref": 1335 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 986, + "IoU": 0.0, + "TN": 80934, + "TP": 0, + "n_pred": 986, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 4668, + "IoU": 0.0, + "TN": 77252, + "TP": 0, + "n_pred": 4668, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 63, + "FP": 22, + "IoU": 0.0, + "TN": 130987, + "TP": 0, + "n_pred": 22, + "n_ref": 63 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 18, + "FP": 0, + "IoU": 0.0, + "TN": 131054, + "TP": 0, + "n_pred": 0, + "n_ref": 18 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 685, + "IoU": 0.0, + "TN": 130387, + "TP": 0, + "n_pred": 685, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1273, + "IoU": 0.0, + "TN": 129799, + "TP": 0, + "n_pred": 1273, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 18460, + "IoU": 0.0, + "TN": 112612, + "TP": 0, + "n_pred": 18460, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 313, + "IoU": 0.0, + "TN": 130759, + "TP": 0, + "n_pred": 313, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.31207924188499636, + "FN": 16368, + "FP": 31761, + "IoU": 0.18488974697693325, + "TN": 72026, + "TP": 10917, + "n_pred": 42678, + "n_ref": 27285 + }, + "7": { + "Dice": 0.5728257742832487, + "FN": 6887, + "FP": 2023, + "IoU": 0.4013705993012631, + "TN": 116188, + "TP": 5974, + "n_pred": 7997, + "n_ref": 12861 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.94412632309561, + "FN": 563, + "FP": 81, + "IoU": 0.8941659819227609, + "TN": 75835, + "TP": 5441, + "n_pred": 5522, + "n_ref": 6004 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 200, + "IoU": 0.0, + "TN": 81720, + "TP": 0, + "n_pred": 200, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 126, + "FP": 0, + "IoU": 0.0, + "TN": 81794, + "TP": 0, + "n_pred": 0, + "n_ref": 126 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 71, + "IoU": 0.0, + "TN": 81849, + "TP": 0, + "n_pred": 71, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 348, + "IoU": 0.0, + "TN": 81572, + "TP": 0, + "n_pred": 348, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7412304285940218, + "FN": 1327, + "FP": 6854, + "IoU": 0.5888531510704593, + "TN": 62022, + "TP": 11717, + "n_pred": 18571, + "n_ref": 13044 + }, + "7": { + "Dice": 0.7335258878904578, + "FN": 4427, + "FP": 555, + "IoU": 0.5791874313708928, + "TN": 70081, + "TP": 6857, + "n_pred": 7412, + "n_ref": 11284 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 4469, + "FP": 27, + "IoU": 0.0, + "TN": 77424, + "TP": 0, + "n_pred": 27, + "n_ref": 4469 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.013442088091353997, + "FN": 15119, + "FP": 0, + "IoU": 0.006766522139009329, + "TN": 50314, + "TP": 103, + "n_pred": 103, + "n_ref": 15222 + }, + "10": { + "Dice": 0.0, + "FN": 4, + "FP": 0, + "IoU": 0.0, + "TN": 65532, + "TP": 0, + "n_pred": 0, + "n_ref": 4 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 73, + "IoU": 0.0, + "TN": 65463, + "TP": 0, + "n_pred": 73, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 21560, + "IoU": 0.0, + "TN": 43976, + "TP": 0, + "n_pred": 21560, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 7851, + "FP": 0, + "IoU": 0.0, + "TN": 57685, + "TP": 0, + "n_pred": 0, + "n_ref": 7851 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 147432, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 39, + "IoU": 0.0, + "TN": 147417, + "TP": 0, + "n_pred": 39, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 13836, + "FP": 0, + "IoU": 0.0, + "TN": 133620, + "TP": 0, + "n_pred": 0, + "n_ref": 13836 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 197, + "IoU": 0.0, + "TN": 147259, + "TP": 0, + "n_pred": 197, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1318, + "IoU": 0.0, + "TN": 146138, + "TP": 0, + "n_pred": 1318, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9037860368183397, + "FN": 1377, + "FP": 8, + "IoU": 0.8244613434727504, + "TN": 90414, + "TP": 6505, + "n_pred": 6513, + "n_ref": 7882 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 98303, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "15": { + "Dice": 0.17391304347826086, + "FN": 76, + "FP": 0, + "IoU": 0.09523809523809523, + "TN": 98220, + "TP": 8, + "n_pred": 8, + "n_ref": 84 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 3278, + "IoU": 0.0, + "TN": 95026, + "TP": 0, + "n_pred": 3278, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 4803, + "IoU": 0.0, + "TN": 93501, + "TP": 0, + "n_pred": 4803, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1329, + "IoU": 0.0, + "TN": 129743, + "TP": 0, + "n_pred": 1329, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 494, + "FP": 0, + "IoU": 0.0, + "TN": 130578, + "TP": 0, + "n_pred": 0, + "n_ref": 494 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2466, + "IoU": 0.0, + "TN": 128606, + "TP": 0, + "n_pred": 2466, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 504, + "IoU": 0.0, + "TN": 130568, + "TP": 0, + "n_pred": 504, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1815, + "IoU": 0.0, + "TN": 129257, + "TP": 0, + "n_pred": 1815, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 147, + "IoU": 0.0, + "TN": 114541, + "TP": 0, + "n_pred": 147, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 745, + "IoU": 0.0, + "TN": 113943, + "TP": 0, + "n_pred": 745, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 31, + "IoU": 0.0, + "TN": 114657, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9656402405340994, + "FN": 2177, + "FP": 0, + "IoU": 0.933563232421875, + "TN": 81920, + "TP": 30591, + "n_pred": 30591, + "n_ref": 32768 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8871535752564691, + "FN": 1474, + "FP": 0, + "IoU": 0.7971931755641167, + "TN": 107420, + "TP": 5794, + "n_pred": 5794, + "n_ref": 7268 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 90, + "IoU": 0.0, + "TN": 114598, + "TP": 0, + "n_pred": 90, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": NaN, + "FN": 530.8222222222222, + "FP": 354.1666666666667, + "IoU": NaN, + "TN": 97527.23111111112, + "TP": 437.91333333333336, + "n_pred": 792.0799999999999, + "n_ref": 968.7355555555556 + }, + "mean": { + "1": { + "Dice": 0.10212687203445234, + "FN": 505.8333333333333, + "FP": 224.33333333333334, + "IoU": 0.07673337658692986, + "TN": 97611.0, + "TP": 508.96666666666664, + "n_pred": 733.3, + "n_ref": 1014.8 + }, + "10": { + "Dice": 0.009877322539146749, + "FN": 625.3, + "FP": 27.8, + "IoU": 0.005117790188631569, + "TN": 98182.96666666666, + "TP": 14.066666666666666, + "n_pred": 41.86666666666667, + "n_ref": 639.3666666666667 + }, + "11": { + "Dice": 0.0, + "FN": 94.96666666666667, + "FP": 0.0, + "IoU": 0.0, + "TN": 98755.16666666667, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 94.96666666666667 + }, + "12": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 98850.13333333333, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "13": { + "Dice": 0.0007323920738902225, + "FN": 193.66666666666666, + "FP": 74.73333333333333, + "IoU": 0.00036713714612058413, + "TN": 98581.43333333333, + "TP": 0.3, + "n_pred": 75.03333333333333, + "n_ref": 193.96666666666667 + }, + "14": { + "Dice": 0.12991894450070213, + "FN": 256.76666666666665, + "FP": 682.2, + "IoU": 0.09252471951231077, + "TN": 97752.76666666666, + "TP": 158.4, + "n_pred": 840.6, + "n_ref": 415.1666666666667 + }, + "15": { + "Dice": 0.21641740550975389, + "FN": 769.5, + "FP": 168.8, + "IoU": 0.14993738539459814, + "TN": 97393.73333333334, + "TP": 518.1, + "n_pred": 686.9, + "n_ref": 1287.6 + }, + "2": { + "Dice": 0.0009856465225158628, + "FN": 496.43333333333334, + "FP": 189.53333333333333, + "IoU": 0.0004962471310712735, + "TN": 98163.63333333333, + "TP": 0.5333333333333333, + "n_pred": 190.06666666666666, + "n_ref": 496.96666666666664 + }, + "3": { + "Dice": 0.1287522776527108, + "FN": 1586.7, + "FP": 417.53333333333336, + "IoU": 0.09631037328759165, + "TN": 96708.86666666667, + "TP": 137.03333333333333, + "n_pred": 554.5666666666667, + "n_ref": 1723.7333333333333 + }, + "4": { + "Dice": 0.0, + "FN": 0.0, + "FP": 206.6, + "IoU": 0.0, + "TN": 98643.53333333334, + "TP": 0.0, + "n_pred": 206.6, + "n_ref": 0.0 + }, + "5": { + "Dice": 0.0, + "FN": 183.4, + "FP": 49.56666666666667, + "IoU": 0.0, + "TN": 98617.16666666667, + "TP": 0.0, + "n_pred": 49.56666666666667, + "n_ref": 183.4 + }, + "6": { + "Dice": 0.4501102934705256, + "FN": 1252.3666666666666, + "FP": 2084.233333333333, + "IoU": 0.3709224484374842, + "TN": 91017.3, + "TP": 4496.233333333334, + "n_pred": 6580.466666666666, + "n_ref": 5748.6 + }, + "7": { + "Dice": 0.11588087741019426, + "FN": 1158.4666666666667, + "FP": 1115.6, + "IoU": 0.07517666501606599, + "TN": 96116.5, + "TP": 459.56666666666666, + "n_pred": 1575.1666666666667, + "n_ref": 1618.0333333333333 + }, + "8": { + "Dice": 0.30875820423842576, + "FN": 363.03333333333336, + "FP": 63.6, + "IoU": 0.22505606606393266, + "TN": 98217.36666666667, + "TP": 206.13333333333333, + "n_pred": 269.73333333333335, + "n_ref": 569.1666666666666 + }, + "9": { + "Dice": 0.05101427958570816, + "FN": 475.9, + "FP": 7.966666666666667, + "IoU": 0.033107420134911546, + "TN": 98296.9, + "TP": 69.36666666666666, + "n_pred": 77.33333333333333, + "n_ref": 545.2666666666667 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 77, + "FP": 0, + "IoU": 0.0, + "TN": 130995, + "TP": 0, + "n_pred": 0, + "n_ref": 77 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8487394957983193, + "FN": 62, + "FP": 2998, + "IoU": 0.7372262773722628, + "TN": 119427, + "TP": 8585, + "n_pred": 11583, + "n_ref": 8647 + }, + "7": { + "Dice": 0.05399437976716178, + "FN": 4146, + "FP": 5280, + "IoU": 0.02774626095925735, + "TN": 121377, + "TP": 269, + "n_pred": 5549, + "n_ref": 4415 + }, + "8": { + "Dice": 0.8550619082301529, + "FN": 394, + "FP": 4, + "IoU": 0.7468193384223919, + "TN": 129500, + "TP": 1174, + "n_pred": 1178, + "n_ref": 1568 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 802, + "IoU": 0.0, + "TN": 113886, + "TP": 0, + "n_pred": 802, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.013799051315222079, + "FN": 2286, + "FP": 1, + "IoU": 0.006947459834997829, + "TN": 112385, + "TP": 16, + "n_pred": 17, + "n_ref": 2302 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1734, + "IoU": 0.0, + "TN": 112954, + "TP": 0, + "n_pred": 1734, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.15932706580900544, + "FN": 1699, + "FP": 0, + "IoU": 0.08655913978494624, + "TN": 112828, + "TP": 161, + "n_pred": 161, + "n_ref": 1860 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1761, + "IoU": 0.0, + "TN": 96543, + "TP": 0, + "n_pred": 1761, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.37554585152838427, + "FN": 1263, + "FP": 24, + "IoU": 0.23118279569892472, + "TN": 96630, + "TP": 387, + "n_pred": 411, + "n_ref": 1650 + }, + "15": { + "Dice": 0.5696410931840632, + "FN": 3315, + "FP": 606, + "IoU": 0.39825046040515655, + "TN": 91788, + "TP": 2595, + "n_pred": 3201, + "n_ref": 5910 + }, + "2": { + "Dice": 0.0, + "FN": 8022, + "FP": 0, + "IoU": 0.0, + "TN": 90282, + "TP": 0, + "n_pred": 0, + "n_ref": 8022 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1265, + "IoU": 0.0, + "TN": 97039, + "TP": 0, + "n_pred": 1265, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6155370590566785, + "FN": 7757, + "FP": 3, + "IoU": 0.4446034926996851, + "TN": 84332, + "TP": 6212, + "n_pred": 6215, + "n_ref": 13969 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 769, + "IoU": 0.0, + "TN": 97535, + "TP": 0, + "n_pred": 769, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 7730, + "IoU": 0.0, + "TN": 90574, + "TP": 0, + "n_pred": 7730, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7121122773912018, + "FN": 7323, + "FP": 0, + "IoU": 0.552930402930403, + "TN": 98308, + "TP": 9057, + "n_pred": 9057, + "n_ref": 16380 + }, + "10": { + "Dice": 0.0, + "FN": 1612, + "FP": 16, + "IoU": 0.0, + "TN": 113060, + "TP": 0, + "n_pred": 16, + "n_ref": 1612 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 3701, + "FP": 0, + "IoU": 0.0, + "TN": 110987, + "TP": 0, + "n_pred": 0, + "n_ref": 3701 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 445, + "IoU": 0.0, + "TN": 114243, + "TP": 0, + "n_pred": 445, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 903, + "IoU": 0.0, + "TN": 113785, + "TP": 0, + "n_pred": 903, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7880568030100741, + "FN": 152, + "FP": 8579, + "IoU": 0.6502423586908624, + "TN": 89725, + "TP": 16232, + "n_pred": 24811, + "n_ref": 16384 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6687, + "IoU": 0.0, + "TN": 108001, + "TP": 0, + "n_pred": 6687, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 3407, + "FP": 0, + "IoU": 0.0, + "TN": 111281, + "TP": 0, + "n_pred": 0, + "n_ref": 3407 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3486, + "IoU": 0.0, + "TN": 62050, + "TP": 0, + "n_pred": 3486, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 194, + "IoU": 0.0, + "TN": 65342, + "TP": 0, + "n_pred": 194, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 1563, + "FP": 218, + "IoU": 0.0, + "TN": 63755, + "TP": 0, + "n_pred": 218, + "n_ref": 1563 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 174, + "IoU": 0.0, + "TN": 65362, + "TP": 0, + "n_pred": 174, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.18571096113567606, + "FN": 3063, + "FP": 436, + "IoU": 0.10236018471010774, + "TN": 61638, + "TP": 399, + "n_pred": 835, + "n_ref": 3462 + }, + "7": { + "Dice": 0.0, + "FN": 2683, + "FP": 0, + "IoU": 0.0, + "TN": 62853, + "TP": 0, + "n_pred": 0, + "n_ref": 2683 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0076.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0076.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 131060, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 91, + "IoU": 0.0, + "TN": 114597, + "TP": 0, + "n_pred": 91, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 114662, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 247, + "FP": 1487, + "IoU": 0.0, + "TN": 112954, + "TP": 0, + "n_pred": 1487, + "n_ref": 247 + }, + "6": { + "Dice": 0.799111974469266, + "FN": 7239, + "FP": 0, + "IoU": 0.6654342099181957, + "TN": 93051, + "TP": 14398, + "n_pred": 14398, + "n_ref": 21637 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 114688, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1534, + "IoU": 0.0, + "TN": 113154, + "TP": 0, + "n_pred": 1534, + "n_ref": 0 + }, + "9": { + "Dice": 0.4591285162713734, + "FN": 4878, + "FP": 25, + "IoU": 0.2979667812142039, + "TN": 107704, + "TP": 2081, + "n_pred": 2106, + "n_ref": 6959 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 81901, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2612, + "IoU": 0.0, + "TN": 79308, + "TP": 0, + "n_pred": 2612, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1699, + "IoU": 0.0, + "TN": 80221, + "TP": 0, + "n_pred": 1699, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 12962, + "FP": 0, + "IoU": 0.0, + "TN": 68958, + "TP": 0, + "n_pred": 0, + "n_ref": 12962 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 1667, + "FP": 0, + "IoU": 0.0, + "TN": 80253, + "TP": 0, + "n_pred": 0, + "n_ref": 1667 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 289, + "IoU": 0.0, + "TN": 81631, + "TP": 0, + "n_pred": 289, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.4250207125103563, + "FN": 5552, + "FP": 0, + "IoU": 0.2698579694897422, + "TN": 74316, + "TP": 2052, + "n_pred": 2052, + "n_ref": 7604 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 48, + "IoU": 0.0, + "TN": 81872, + "TP": 0, + "n_pred": 48, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 5177, + "FP": 483, + "IoU": 0.0, + "TN": 125412, + "TP": 0, + "n_pred": 483, + "n_ref": 5177 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1227, + "IoU": 0.0, + "TN": 129845, + "TP": 0, + "n_pred": 1227, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 131070, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 94, + "IoU": 0.0, + "TN": 130978, + "TP": 0, + "n_pred": 94, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 131054, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 484, + "IoU": 0.0, + "TN": 130588, + "TP": 0, + "n_pred": 484, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9274529860728618, + "FN": 69, + "FP": 1775, + "IoU": 0.8647201232484777, + "TN": 117441, + "TP": 11787, + "n_pred": 13562, + "n_ref": 11856 + }, + "7": { + "Dice": 0.0, + "FN": 918, + "FP": 350, + "IoU": 0.0, + "TN": 129804, + "TP": 0, + "n_pred": 350, + "n_ref": 918 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 131067, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 114, + "IoU": 0.0, + "TN": 130958, + "TP": 0, + "n_pred": 114, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 1096, + "FP": 0, + "IoU": 0.0, + "TN": 80824, + "TP": 0, + "n_pred": 0, + "n_ref": 1096 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 81919, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 4584, + "FP": 0, + "IoU": 0.0, + "TN": 77336, + "TP": 0, + "n_pred": 0, + "n_ref": 4584 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 3116, + "FP": 0, + "IoU": 0.0, + "TN": 78804, + "TP": 0, + "n_pred": 0, + "n_ref": 3116 + }, + "6": { + "Dice": 0.7264351523742026, + "FN": 959, + "FP": 2129, + "IoU": 0.57039510294936, + "TN": 74732, + "TP": 4100, + "n_pred": 6229, + "n_ref": 5059 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 40, + "IoU": 0.0, + "TN": 81880, + "TP": 0, + "n_pred": 40, + "n_ref": 0 + }, + "8": { + "Dice": 0.582089552238806, + "FN": 1160, + "FP": 184, + "IoU": 0.4105263157894737, + "TN": 79640, + "TP": 936, + "n_pred": 1120, + "n_ref": 2096 + }, + "9": { + "Dice": 0.0, + "FN": 275, + "FP": 7, + "IoU": 0.0, + "TN": 81638, + "TP": 0, + "n_pred": 7, + "n_ref": 275 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 1, + "FP": 0, + "IoU": 0.0, + "TN": 180223, + "TP": 0, + "n_pred": 0, + "n_ref": 1 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 180224, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 130, + "IoU": 0.0, + "TN": 180094, + "TP": 0, + "n_pred": 130, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 3492, + "FP": 0, + "IoU": 0.0, + "TN": 176732, + "TP": 0, + "n_pred": 0, + "n_ref": 3492 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1305, + "IoU": 0.0, + "TN": 64231, + "TP": 0, + "n_pred": 1305, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1964, + "IoU": 0.0, + "TN": 63572, + "TP": 0, + "n_pred": 1964, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 308, + "IoU": 0.0, + "TN": 65228, + "TP": 0, + "n_pred": 308, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1275, + "IoU": 0.0, + "TN": 64261, + "TP": 0, + "n_pred": 1275, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7630798347618788, + "FN": 12916, + "FP": 103, + "IoU": 0.6169192290716493, + "TN": 31551, + "TP": 20966, + "n_pred": 21069, + "n_ref": 33882 + }, + "7": { + "Dice": 0.34581233501319897, + "FN": 10904, + "FP": 0, + "IoU": 0.2090526621209923, + "TN": 51750, + "TP": 2882, + "n_pred": 2882, + "n_ref": 13786 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 52, + "IoU": 0.0, + "TN": 131020, + "TP": 0, + "n_pred": 52, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4957836969615848, + "FN": 94, + "FP": 3673, + "IoU": 0.32959601352553836, + "TN": 125453, + "TP": 1852, + "n_pred": 5525, + "n_ref": 1946 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1104, + "IoU": 0.0, + "TN": 129968, + "TP": 0, + "n_pred": 1104, + "n_ref": 0 + }, + "8": { + "Dice": 0.4, + "FN": 38, + "FP": 1, + "IoU": 0.25, + "TN": 131020, + "TP": 13, + "n_pred": 14, + "n_ref": 51 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1479, + "IoU": 0.0, + "TN": 129593, + "TP": 0, + "n_pred": 1479, + "n_ref": 0 + }, + "3": { + "Dice": 0.4288728484175458, + "FN": 5085, + "FP": 58, + "IoU": 0.27297144472716994, + "TN": 123998, + "TP": 1931, + "n_pred": 1989, + "n_ref": 7016 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 82, + "IoU": 0.0, + "TN": 130990, + "TP": 0, + "n_pred": 82, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 131071, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.5166516651665166, + "FN": 3747, + "FP": 12, + "IoU": 0.3483009708737864, + "TN": 125304, + "TP": 2009, + "n_pred": 2021, + "n_ref": 5756 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 131072, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 18, + "FP": 0, + "IoU": 0.0, + "TN": 49134, + "TP": 0, + "n_pred": 0, + "n_ref": 18 + }, + "10": { + "Dice": 0.0, + "FN": 288, + "FP": 0, + "IoU": 0.0, + "TN": 48864, + "TP": 0, + "n_pred": 0, + "n_ref": 288 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2716, + "IoU": 0.0, + "TN": 46436, + "TP": 0, + "n_pred": 2716, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 408, + "IoU": 0.0, + "TN": 48744, + "TP": 0, + "n_pred": 408, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 49151, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 28188, + "FP": 0, + "IoU": 0.0, + "TN": 20964, + "TP": 0, + "n_pred": 0, + "n_ref": 28188 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1687, + "IoU": 0.0, + "TN": 47465, + "TP": 0, + "n_pred": 1687, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 12633, + "IoU": 0.0, + "TN": 36519, + "TP": 0, + "n_pred": 12633, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 121, + "IoU": 0.0, + "TN": 49031, + "TP": 0, + "n_pred": 121, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 146, + "IoU": 0.0, + "TN": 81774, + "TP": 0, + "n_pred": 146, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 168, + "IoU": 0.0, + "TN": 81752, + "TP": 0, + "n_pred": 168, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 263, + "IoU": 0.0, + "TN": 81657, + "TP": 0, + "n_pred": 263, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 3176, + "FP": 0, + "IoU": 0.0, + "TN": 78744, + "TP": 0, + "n_pred": 0, + "n_ref": 3176 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 63, + "IoU": 0.0, + "TN": 81857, + "TP": 0, + "n_pred": 63, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2731, + "IoU": 0.0, + "TN": 79189, + "TP": 0, + "n_pred": 2731, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 452, + "IoU": 0.0, + "TN": 81468, + "TP": 0, + "n_pred": 452, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 369, + "IoU": 0.0, + "TN": 81551, + "TP": 0, + "n_pred": 369, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 64, + "IoU": 0.0, + "TN": 81856, + "TP": 0, + "n_pred": 64, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 365, + "IoU": 0.0, + "TN": 81555, + "TP": 0, + "n_pred": 365, + "n_ref": 0 + }, + "14": { + "Dice": 0.8175374113940667, + "FN": 179, + "FP": 516, + "IoU": 0.6913854351687388, + "TN": 79668, + "TP": 1557, + "n_pred": 2073, + "n_ref": 1736 + }, + "15": { + "Dice": 0.5517241379310345, + "FN": 921, + "FP": 28, + "IoU": 0.38095238095238093, + "TN": 80387, + "TP": 584, + "n_pred": 612, + "n_ref": 1505 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 309, + "IoU": 0.0, + "TN": 81611, + "TP": 0, + "n_pred": 309, + "n_ref": 0 + }, + "3": { + "Dice": 0.815028901734104, + "FN": 45, + "FP": 19, + "IoU": 0.6878048780487804, + "TN": 81715, + "TP": 141, + "n_pred": 160, + "n_ref": 186 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 472, + "FP": 0, + "IoU": 0.0, + "TN": 81448, + "TP": 0, + "n_pred": 0, + "n_ref": 472 + }, + "6": { + "Dice": 0.10665399239543727, + "FN": 251, + "FP": 9147, + "IoU": 0.05633095692338588, + "TN": 71961, + "TP": 561, + "n_pred": 9708, + "n_ref": 812 + }, + "7": { + "Dice": 0.37590083597578555, + "FN": 283, + "FP": 1882, + "IoU": 0.23145189918352857, + "TN": 79103, + "TP": 652, + "n_pred": 2534, + "n_ref": 935 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 147453, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "10": { + "Dice": 0.07798861480075901, + "FN": 9718, + "FP": 0, + "IoU": 0.040576562345739954, + "TN": 137327, + "TP": 411, + "n_pred": 411, + "n_ref": 10129 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 201, + "FP": 0, + "IoU": 0.0, + "TN": 147255, + "TP": 0, + "n_pred": 0, + "n_ref": 201 + }, + "14": { + "Dice": 0.0227088402270884, + "FN": 56, + "FP": 2354, + "IoU": 0.011484823625922888, + "TN": 145018, + "TP": 28, + "n_pred": 2382, + "n_ref": 84 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 134, + "IoU": 0.0, + "TN": 147322, + "TP": 0, + "n_pred": 134, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 243, + "IoU": 0.0, + "TN": 147213, + "TP": 0, + "n_pred": 243, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8478084074146779, + "FN": 5, + "FP": 5422, + "IoU": 0.7358224212627172, + "TN": 126913, + "TP": 15116, + "n_pred": 20538, + "n_ref": 15121 + }, + "7": { + "Dice": 0.11369815611251174, + "FN": 2815, + "FP": 15114, + "IoU": 0.060275695791184025, + "TN": 128377, + "TP": 1150, + "n_pred": 16264, + "n_ref": 3965 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 38, + "IoU": 0.0, + "TN": 147418, + "TP": 0, + "n_pred": 38, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 4690, + "IoU": 0.0, + "TN": 11694, + "TP": 0, + "n_pred": 4690, + "n_ref": 0 + }, + "15": { + "Dice": 0.6076422097736485, + "FN": 8612, + "FP": 3, + "IoU": 0.43641240350647653, + "TN": 1098, + "TP": 6671, + "n_pred": 6674, + "n_ref": 15283 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 16384, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 571, + "IoU": 0.0, + "TN": 48581, + "TP": 0, + "n_pred": 571, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 49152, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 82, + "FP": 0, + "IoU": 0.0, + "TN": 147374, + "TP": 0, + "n_pred": 0, + "n_ref": 82 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 518, + "IoU": 0.0, + "TN": 146938, + "TP": 0, + "n_pred": 518, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9540157019554298, + "FN": 710, + "FP": 233, + "IoU": 0.9120745920745921, + "TN": 136731, + "TP": 9782, + "n_pred": 10015, + "n_ref": 10492 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 464, + "FP": 0, + "IoU": 0.0, + "TN": 146992, + "TP": 0, + "n_pred": 0, + "n_ref": 464 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3939, + "IoU": 0.0, + "TN": 77981, + "TP": 0, + "n_pred": 3939, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 81920, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 42, + "IoU": 0.0, + "TN": 98262, + "TP": 0, + "n_pred": 42, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 91, + "IoU": 0.0, + "TN": 98213, + "TP": 0, + "n_pred": 91, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 505, + "IoU": 0.0, + "TN": 97799, + "TP": 0, + "n_pred": 505, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.333678327468433, + "FN": 2976, + "FP": 243, + "IoU": 0.20024844720496895, + "TN": 94279, + "TP": 806, + "n_pred": 1049, + "n_ref": 3782 + }, + "7": { + "Dice": 0.2838126931304968, + "FN": 1036, + "FP": 1977, + "IoU": 0.16537396121883657, + "TN": 94694, + "TP": 597, + "n_pred": 2574, + "n_ref": 1633 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 98304, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 163837, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1082, + "IoU": 0.0, + "TN": 162758, + "TP": 0, + "n_pred": 1082, + "n_ref": 0 + }, + "3": { + "Dice": 0.5586301369863014, + "FN": 1321, + "FP": 1901, + "IoU": 0.38756890325033266, + "TN": 158579, + "TP": 2039, + "n_pred": 3940, + "n_ref": 3360 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 163831, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6187764399609502, + "FN": 4418, + "FP": 268, + "IoU": 0.44799151843562257, + "TN": 155351, + "TP": 3803, + "n_pred": 4071, + "n_ref": 8221 + }, + "7": { + "Dice": 0.011357183418512209, + "FN": 3482, + "FP": 0, + "IoU": 0.0057110222729868645, + "TN": 160338, + "TP": 20, + "n_pred": 20, + "n_ref": 3502 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 163840, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 65533, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "14": { + "Dice": 0.4409224318658281, + "FN": 2309, + "FP": 4358, + "IoU": 0.28280981067125643, + "TN": 56240, + "TP": 2629, + "n_pred": 6987, + "n_ref": 4938 + }, + "15": { + "Dice": 0.6009206798866855, + "FN": 5370, + "FP": 1392, + "IoU": 0.42951151607188054, + "TN": 53683, + "TP": 5091, + "n_pred": 6483, + "n_ref": 10461 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 426, + "IoU": 0.0, + "TN": 65110, + "TP": 0, + "n_pred": 426, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 65536, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 147429, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 53, + "IoU": 0.0, + "TN": 147403, + "TP": 0, + "n_pred": 53, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 1671, + "FP": 0, + "IoU": 0.0, + "TN": 145785, + "TP": 0, + "n_pred": 0, + "n_ref": 1671 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.29206963249516443, + "FN": 720, + "FP": 12, + "IoU": 0.1710079275198188, + "TN": 146573, + "TP": 151, + "n_pred": 163, + "n_ref": 871 + }, + "15": { + "Dice": 0.2670807453416149, + "FN": 3304, + "FP": 0, + "IoU": 0.15412186379928317, + "TN": 143550, + "TP": 602, + "n_pred": 602, + "n_ref": 3906 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 147455, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 55, + "IoU": 0.0, + "TN": 147401, + "TP": 0, + "n_pred": 55, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1861, + "IoU": 0.0, + "TN": 145595, + "TP": 0, + "n_pred": 1861, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8968875570387523, + "FN": 453, + "FP": 5603, + "IoU": 0.8130517997159968, + "TN": 115062, + "TP": 26338, + "n_pred": 31941, + "n_ref": 26791 + }, + "7": { + "Dice": 0.6695184551454412, + "FN": 8077, + "FP": 35, + "IoU": 0.5032151387102701, + "TN": 131127, + "TP": 8217, + "n_pred": 8252, + "n_ref": 16294 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 147456, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 12, + "FP": 0, + "IoU": 0.0, + "TN": 147444, + "TP": 0, + "n_pred": 0, + "n_ref": 12 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.010907288051561725, + "FN": 1964, + "FP": 31, + "IoU": 0.005483549351944167, + "TN": 30762, + "TP": 11, + "n_pred": 42, + "n_ref": 1975 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.005126744517231558, + "FN": 1908, + "FP": 1585, + "IoU": 0.002569960022844089, + "TN": 29266, + "TP": 9, + "n_pred": 1594, + "n_ref": 1917 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0007977662544874351, + "FN": 2505, + "FP": 0, + "IoU": 0.0003990422984836393, + "TN": 30262, + "TP": 1, + "n_pred": 1, + "n_ref": 2506 + }, + "7": { + "Dice": 0.0, + "FN": 410, + "FP": 0, + "IoU": 0.0, + "TN": 32358, + "TP": 0, + "n_pred": 0, + "n_ref": 410 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 32768, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 1749, + "FP": 45, + "IoU": 0.0, + "TN": 30974, + "TP": 0, + "n_pred": 45, + "n_ref": 1749 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/nnActiveTrainer_200epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2866530/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset468_AMOS2022_task1__patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200__unc-power_bald__seed-12345/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": NaN, + "FN": 587.7906666666667, + "FP": 435.97422222222224, + "IoU": NaN, + "TN": 107672.06577777778, + "TP": 530.836, + "n_pred": 966.8102222222224, + "n_ref": 1118.6266666666666 + }, + "mean": { + "1": { + "Dice": 0.19633778570058308, + "FN": 600.7733333333333, + "FP": 245.82, + "IoU": 0.16465402563130618, + "TN": 107734.90666666665, + "TP": 645.1666666666667, + "n_pred": 890.9866666666667, + "n_ref": 1245.94 + }, + "10": { + "Dice": 0.03213930733579114, + "FN": 435.6, + "FP": 268.5199999999999, + "IoU": 0.02171838375941707, + "TN": 108477.72, + "TP": 44.82666666666667, + "n_pred": 313.3466666666667, + "n_ref": 480.4266666666666 + }, + "11": { + "Dice": 0.0, + "FN": 61.0, + "FP": 0.0, + "IoU": 0.0, + "TN": 109165.66666666666, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 61.0 + }, + "12": { + "Dice": NaN, + "FN": 95.29333333333334, + "FP": 0.0, + "IoU": NaN, + "TN": 109131.37333333332, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 95.29333333333334 + }, + "13": { + "Dice": 0.017577013710325835, + "FN": 396.42, + "FP": 60.720000000000006, + "IoU": 0.010984074994947156, + "TN": 108764.94666666668, + "TP": 4.58, + "n_pred": 65.3, + "n_ref": 401.0 + }, + "14": { + "Dice": 0.1422876561933038, + "FN": 990.4733333333334, + "FP": 531.1933333333334, + "IoU": 0.10201511297766515, + "TN": 107485.27999999998, + "TP": 219.71999999999997, + "n_pred": 750.9133333333333, + "n_ref": 1210.1933333333332 + }, + "15": { + "Dice": 0.20020426771583577, + "FN": 278.23333333333335, + "FP": 630.3666666666667, + "IoU": 0.15717400193614917, + "TN": 107808.71333333333, + "TP": 509.35333333333335, + "n_pred": 1139.7199999999998, + "n_ref": 787.5866666666667 + }, + "2": { + "Dice": 0.0074544124091482904, + "FN": 891.9800000000001, + "FP": 163.38, + "IoU": 0.004055198993321239, + "TN": 108157.62666666666, + "TP": 13.679999999999998, + "n_pred": 177.06, + "n_ref": 905.6599999999999 + }, + "3": { + "Dice": 0.13926418758626097, + "FN": 691.0666666666666, + "FP": 820.1466666666668, + "IoU": 0.10732163423872756, + "TN": 107314.52666666666, + "TP": 400.9266666666666, + "n_pred": 1221.0733333333333, + "n_ref": 1091.9933333333333 + }, + "4": { + "Dice": 0.03695908602010185, + "FN": 361.79333333333335, + "FP": 61.10666666666666, + "IoU": 0.03022270141804902, + "TN": 108763.23333333332, + "TP": 40.53333333333333, + "n_pred": 101.63999999999999, + "n_ref": 402.3266666666667 + }, + "5": { + "Dice": 0.0, + "FN": 257.06666666666666, + "FP": 9.913333333333334, + "IoU": 0.0, + "TN": 108959.68666666668, + "TP": 0.0, + "n_pred": 9.913333333333334, + "n_ref": 257.06666666666666 + }, + "6": { + "Dice": 0.4424599157768593, + "FN": 1610.9, + "FP": 2290.46, + "IoU": 0.3811581018286224, + "TN": 100160.70666666667, + "TP": 5164.6, + "n_pred": 7455.06, + "n_ref": 6775.5 + }, + "7": { + "Dice": 0.11475853752976355, + "FN": 1206.2266666666667, + "FP": 963.5266666666666, + "IoU": 0.08319734684760025, + "TN": 106610.65333333332, + "TP": 446.26000000000005, + "n_pred": 1409.7866666666666, + "n_ref": 1652.4866666666665 + }, + "8": { + "Dice": 0.27144903192635716, + "FN": 411.72666666666674, + "FP": 237.57999999999998, + "IoU": 0.21776199581557476, + "TN": 108174.78, + "TP": 402.58000000000004, + "n_pred": 640.1600000000001, + "n_ref": 814.3066666666666 + }, + "9": { + "Dice": 0.055957153387296156, + "FN": 528.3066666666666, + "FP": 256.88, + "IoU": 0.03696084803763367, + "TN": 108371.16666666666, + "TP": 70.31333333333333, + "n_pred": 327.19333333333327, + "n_ref": 598.6200000000001 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/loop_000/summary.json b/nnActive_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/loop_000/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ce802c96c946f0bc0d660e56823d8633bf3648a1 --- /dev/null +++ b/nnActive_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/loop_000/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.5114339771888939, + "FN": 57666.52, + "FP": 43815.493333333325, + "IoU": 0.39335627927766964, + "TN": 96226554.81599998, + "TP": 128924.01066666668, + "n_pred": 172739.504, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.6495743695406169, + "FN": 64143.4, + "FP": 62734.68, + "IoU": 0.5043828546807473, + "TN": 96199938.02, + "TP": 130144.74, + "n_pred": 192879.42, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.46332473057580736, + "FN": 42838.88, + "FP": 16464.66, + "IoU": 0.33020729592884457, + "TN": 96366273.62, + "TP": 31383.68, + "n_pred": 47848.34, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.39183178901093013, + "FN": 2614.44, + "FP": 263.18, + "IoU": 0.26037579038266867, + "TN": 96452997.28, + "TP": 1085.94, + "n_pred": 1349.12, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.25067857611763605, + "FN": 3491.86, + "FP": 125.86, + "IoU": 0.16402738821849205, + "TN": 96452598.32, + "TP": 744.8, + "n_pred": 870.66, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.3787171287950345, + "FN": 39789.86, + "FP": 12874.08, + "IoU": 0.25137623672279724, + "TN": 96386228.62, + "TP": 18068.28, + "n_pred": 30942.36, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.6251956504732562, + "FN": 31502.38, + "FP": 106559.1, + "IoU": 0.5176012705867108, + "TN": 96212043.6, + "TP": 106855.76, + "n_pred": 213414.86, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.32696082674349713, + "FN": 35899.02, + "FP": 26047.84, + "IoU": 0.22020979518132566, + "TN": 96376865.96, + "TP": 18148.02, + "n_pred": 44195.86, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.3862246266359194, + "FN": 90329.98, + "FP": 43674.1, + "IoU": 0.28926159281795355, + "TN": 96256445.04, + "TP": 66511.72, + "n_pred": 110185.82, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.6232655460207904, + "FN": 52805.78, + "FP": 67695.48, + "IoU": 0.4740512458182937, + "TN": 96225862.78, + "TP": 110596.8, + "n_pred": 178292.28, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.36415834558577165, + "FN": 19698.68, + "FP": 1376.78, + "IoU": 0.27219049365125186, + "TN": 96429006.56, + "TP": 6878.82, + "n_pred": 8255.6, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.3096892461245478, + "FN": 14282.86, + "FP": 539.32, + "IoU": 0.2038356665284245, + "TN": 96439269.36, + "TP": 2869.3, + "n_pred": 3408.62, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.8493819483614453, + "FN": 199622.62, + "FP": 215835.58, + "IoU": 0.748344899051447, + "TN": 94881901.64, + "TP": 1159601.0, + "n_pred": 1375436.58, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.48274541644575863, + "FN": 205336.6, + "FP": 73768.68, + "IoU": 0.34478261854498987, + "TN": 96044267.5, + "TP": 133588.06, + "n_pred": 207356.74, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.8077210384352403, + "FN": 41209.52, + "FP": 16931.32, + "IoU": 0.6943254654519647, + "TN": 96307660.34, + "TP": 91159.66, + "n_pred": 108090.98, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.7620404189671565, + "FN": 21431.92, + "FP": 12341.74, + "IoU": 0.6253715755991338, + "TN": 96366963.6, + "TP": 56223.58, + "n_pred": 68565.32, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.6197510568341944, + "FN": 13523, + "FP": 83623, + "IoU": 0.4490139694747409, + "TN": 119417007, + "TP": 79167, + "n_pred": 162790, + "n_ref": 92690 + }, + "10": { + "Dice": 0.501260101133278, + "FN": 44506, + "FP": 16842, + "IoU": 0.33445436497173914, + "TN": 119501143, + "TP": 30829, + "n_pred": 47671, + "n_ref": 75335 + }, + "11": { + "Dice": 0.4652792087368638, + "FN": 2417, + "FP": 178, + "IoU": 0.30316863587540277, + "TN": 119589596, + "TP": 1129, + "n_pred": 1307, + "n_ref": 3546 + }, + "12": { + "Dice": 0.48263069139966275, + "FN": 3034, + "FP": 34, + "IoU": 0.3180706823738609, + "TN": 119588821, + "TP": 1431, + "n_pred": 1465, + "n_ref": 4465 + }, + "13": { + "Dice": 0.33904744147020777, + "FN": 38210, + "FP": 18507, + "IoU": 0.2041283116299955, + "TN": 119522056, + "TP": 14547, + "n_pred": 33054, + "n_ref": 52757 + }, + "14": { + "Dice": 0.32292576224009634, + "FN": 193305, + "FP": 33892, + "IoU": 0.19255305159981093, + "TN": 119311943, + "TP": 54180, + "n_pred": 88072, + "n_ref": 247485 + }, + "15": { + "Dice": 0.0, + "FN": 32863, + "FP": 98114, + "IoU": 0.0, + "TN": 119462343, + "TP": 0, + "n_pred": 98114, + "n_ref": 32863 + }, + "2": { + "Dice": 0.44849842419191, + "FN": 97750, + "FP": 8119, + "IoU": 0.2890737793535997, + "TN": 119444403, + "TP": 43048, + "n_pred": 51167, + "n_ref": 140798 + }, + "3": { + "Dice": 0.8032360108371551, + "FN": 11171, + "FP": 66829, + "IoU": 0.6711732790347671, + "TN": 119356113, + "TP": 159207, + "n_pred": 226036, + "n_ref": 170378 + }, + "4": { + "Dice": 0.23637663236478743, + "FN": 67287, + "FP": 18, + "IoU": 0.13402897506497516, + "TN": 119515598, + "TP": 10417, + "n_pred": 10435, + "n_ref": 77704 + }, + "5": { + "Dice": 0.0009237021984112322, + "FN": 64234, + "FP": 662, + "IoU": 0.000462064504204787, + "TN": 119528394, + "TP": 30, + "n_pred": 692, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9300738629972629, + "FN": 102873, + "FP": 59382, + "IoU": 0.8692879170171012, + "TN": 118352004, + "TP": 1079061, + "n_pred": 1138443, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 116369, + "IoU": 0.0, + "TN": 119476951, + "TP": 0, + "n_pred": 116369, + "n_ref": 0 + }, + "8": { + "Dice": 0.575683129289874, + "FN": 160318, + "FP": 25697, + "IoU": 0.4041819212622637, + "TN": 119281119, + "TP": 126186, + "n_pred": 151883, + "n_ref": 286504 + }, + "9": { + "Dice": 0.7296737286226933, + "FN": 27937, + "FP": 8071, + "IoU": 0.5743986762011701, + "TN": 119508715, + "TP": 48597, + "n_pred": 56668, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8070953069170675, + "FN": 42530, + "FP": 27277, + "IoU": 0.6765798739807265, + "TN": 72609820, + "TP": 146033, + "n_pred": 173310, + "n_ref": 188563 + }, + "10": { + "Dice": 0.666917234085327, + "FN": 30301, + "FP": 7806, + "IoU": 0.5002819413299763, + "TN": 72749403, + "TP": 38150, + "n_pred": 45956, + "n_ref": 68451 + }, + "11": { + "Dice": 0.46396841066140176, + "FN": 1542, + "FP": 87, + "IoU": 0.30205655526992287, + "TN": 72823326, + "TP": 705, + "n_pred": 792, + "n_ref": 2247 + }, + "12": { + "Dice": 0.3437665782493369, + "FN": 2226, + "FP": 248, + "IoU": 0.20755925688661114, + "TN": 72822538, + "TP": 648, + "n_pred": 896, + "n_ref": 2874 + }, + "13": { + "Dice": 0.32787464135952327, + "FN": 39041, + "FP": 6640, + "IoU": 0.1960825721978776, + "TN": 72768837, + "TP": 11142, + "n_pred": 17782, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8271938018931402, + "FN": 13575, + "FP": 12878, + "IoU": 0.7053115879063342, + "TN": 72735894, + "TP": 63313, + "n_pred": 76191, + "n_ref": 76888 + }, + "15": { + "Dice": 0.1914981666297747, + "FN": 32532, + "FP": 51477, + "IoU": 0.10588773707401179, + "TN": 72731702, + "TP": 9949, + "n_pred": 61426, + "n_ref": 42481 + }, + "2": { + "Dice": 0.10039635659510811, + "FN": 128662, + "FP": 29, + "IoU": 0.05285121290626472, + "TN": 72689788, + "TP": 7181, + "n_pred": 7210, + "n_ref": 135843 + }, + "3": { + "Dice": 0.7304122507061996, + "FN": 6782, + "FP": 82069, + "IoU": 0.5753145074946466, + "TN": 72616444, + "TP": 120365, + "n_pred": 202434, + "n_ref": 127147 + }, + "4": { + "Dice": 0.08716587006549832, + "FN": 25779, + "FP": 4, + "IoU": 0.04556896424076405, + "TN": 72798646, + "TP": 1231, + "n_pred": 1235, + "n_ref": 27010 + }, + "5": { + "Dice": 0.07122125474436258, + "FN": 8320, + "FP": 0, + "IoU": 0.03692557008913069, + "TN": 72817021, + "TP": 319, + "n_pred": 319, + "n_ref": 8639 + }, + "6": { + "Dice": 0.895972335833846, + "FN": 148069, + "FP": 98010, + "IoU": 0.8115488088883648, + "TN": 71519863, + "TP": 1059718, + "n_pred": 1157728, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.6060738180138376, + "FN": 122113, + "FP": 29677, + "IoU": 0.43479620789550116, + "TN": 72557102, + "TP": 116768, + "n_pred": 146445, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9122936030851583, + "FN": 4849, + "FP": 5408, + "IoU": 0.8387314864312443, + "TN": 72762058, + "TP": 53345, + "n_pred": 58753, + "n_ref": 58194 + }, + "9": { + "Dice": 0.7765846136901812, + "FN": 21577, + "FP": 10879, + "IoU": 0.6347677349657904, + "TN": 72736796, + "TP": 56408, + "n_pred": 67287, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7910018259470767, + "FN": 56220, + "FP": 51487, + "IoU": 0.65426221720038, + "TN": 71497960, + "TP": 203821, + "n_pred": 255308, + "n_ref": 260041 + }, + "10": { + "Dice": 0.5638510679486353, + "FN": 54397, + "FP": 6434, + "IoU": 0.3926132278936017, + "TN": 71709336, + "TP": 39321, + "n_pred": 45755, + "n_ref": 93718 + }, + "11": { + "Dice": 0.4245835209365151, + "FN": 2426, + "FP": 130, + "IoU": 0.2695055730208631, + "TN": 71805989, + "TP": 943, + "n_pred": 1073, + "n_ref": 3369 + }, + "12": { + "Dice": 0.03266146829483596, + "FN": 6398, + "FP": 177, + "IoU": 0.016601854621597367, + "TN": 71802802, + "TP": 111, + "n_pred": 288, + "n_ref": 6509 + }, + "13": { + "Dice": 0.3954057915145468, + "FN": 46464, + "FP": 6860, + "IoU": 0.24642105114399174, + "TN": 71738727, + "TP": 17437, + "n_pred": 24297, + "n_ref": 63901 + }, + "14": { + "Dice": 0.8275654348430119, + "FN": 149870, + "FP": 5278, + "IoU": 0.7058521297793721, + "TN": 71282039, + "TP": 372301, + "n_pred": 377579, + "n_ref": 522171 + }, + "15": { + "Dice": 0.03182269474206759, + "FN": 177586, + "FP": 9644, + "IoU": 0.01616861176940417, + "TN": 71619181, + "TP": 3077, + "n_pred": 12721, + "n_ref": 180663 + }, + "2": { + "Dice": 0.0, + "FN": 146874, + "FP": 156, + "IoU": 0.0, + "TN": 71662458, + "TP": 0, + "n_pred": 156, + "n_ref": 146874 + }, + "3": { + "Dice": 0.6813606150396412, + "FN": 14832, + "FP": 144322, + "IoU": 0.516714897803636, + "TN": 71480171, + "TP": 170163, + "n_pred": 314485, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7606261008274899, + "FN": 2531, + "FP": 4672, + "IoU": 0.61371802434708, + "TN": 71790841, + "TP": 11444, + "n_pred": 16116, + "n_ref": 13975 + }, + "5": { + "Dice": 0.53349148758024, + "FN": 6520, + "FP": 166, + "IoU": 0.3637834237320392, + "TN": 71798979, + "TP": 3823, + "n_pred": 3989, + "n_ref": 10343 + }, + "6": { + "Dice": 0.893924800538109, + "FN": 115898, + "FP": 152824, + "IoU": 0.8081953206915823, + "TN": 70408469, + "TP": 1132297, + "n_pred": 1285121, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.7410304286454518, + "FN": 69247, + "FP": 46703, + "IoU": 0.5886007458052888, + "TN": 71527645, + "TP": 165893, + "n_pred": 212596, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9048720790053701, + "FN": 6926, + "FP": 8698, + "IoU": 0.8262706681640777, + "TN": 71719555, + "TP": 74309, + "n_pred": 83007, + "n_ref": 81235 + }, + "9": { + "Dice": 0.7592540379425625, + "FN": 31606, + "FP": 4256, + "IoU": 0.6119335151279055, + "TN": 71717076, + "TP": 56550, + "n_pred": 60806, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5610022232001322, + "FN": 42729, + "FP": 225622, + "IoU": 0.3898562125979955, + "TN": 135005694, + "TP": 171465, + "n_pred": 397087, + "n_ref": 214194 + }, + "10": { + "Dice": 0.7411288547602162, + "FN": 24524, + "FP": 17818, + "IoU": 0.5887249521626373, + "TN": 135342557, + "TP": 60611, + "n_pred": 78429, + "n_ref": 85135 + }, + "11": { + "Dice": 0.3471409275101306, + "FN": 2776, + "FP": 124, + "IoU": 0.210024516480523, + "TN": 135441839, + "TP": 771, + "n_pred": 895, + "n_ref": 3547 + }, + "12": { + "Dice": 0.5852448853068816, + "FN": 3148, + "FP": 197, + "IoU": 0.4136722173531989, + "TN": 135439805, + "TP": 2360, + "n_pred": 2557, + "n_ref": 5508 + }, + "13": { + "Dice": 0.5645331132424509, + "FN": 20737, + "FP": 9865, + "IoU": 0.39327491177286966, + "TN": 135395072, + "TP": 19836, + "n_pred": 29701, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8809528594492119, + "FN": 11509, + "FP": 24033, + "IoU": 0.7872348067621282, + "TN": 135278462, + "TP": 131506, + "n_pred": 155539, + "n_ref": 143015 + }, + "15": { + "Dice": 0.3693492300049677, + "FN": 30481, + "FP": 40611, + "IoU": 0.2265041888804265, + "TN": 135353600, + "TP": 20818, + "n_pred": 61429, + "n_ref": 51299 + }, + "2": { + "Dice": 0.24789232002721154, + "FN": 178930, + "FP": 6806, + "IoU": 0.14148235457255773, + "TN": 135229165, + "TP": 30609, + "n_pred": 37415, + "n_ref": 209539 + }, + "3": { + "Dice": 0.6657141386513978, + "FN": 39329, + "FP": 149012, + "IoU": 0.49892917097880424, + "TN": 135069633, + "TP": 187536, + "n_pred": 336548, + "n_ref": 226865 + }, + "4": { + "Dice": 0.6644851309719539, + "FN": 16027, + "FP": 4992, + "IoU": 0.4975497812731576, + "TN": 135403677, + "TP": 20814, + "n_pred": 25806, + "n_ref": 36841 + }, + "5": { + "Dice": 0.21300406376992811, + "FN": 24637, + "FP": 539, + "IoU": 0.11919672532624287, + "TN": 135416927, + "TP": 3407, + "n_pred": 3946, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9130815479278278, + "FN": 170647, + "FP": 113356, + "IoU": 0.8400644465894104, + "TN": 133669776, + "TP": 1491731, + "n_pred": 1605087, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.5900031282608839, + "FN": 64118, + "FP": 123301, + "IoU": 0.418442863304486, + "TN": 135123239, + "TP": 134852, + "n_pred": 258153, + "n_ref": 198970 + }, + "8": { + "Dice": 0.5111486026453842, + "FN": 178893, + "FP": 32918, + "IoU": 0.34331740800565497, + "TN": 135122963, + "TP": 110736, + "n_pred": 143654, + "n_ref": 289629 + }, + "9": { + "Dice": 0.808463415600813, + "FN": 26639, + "FP": 7190, + "IoU": 0.6785049038242226, + "TN": 135340286, + "TP": 71395, + "n_pred": 78585, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5609405119228518, + "FN": 151745, + "FP": 11795, + "IoU": 0.3897966113078292, + "TN": 105485996, + "TP": 104469, + "n_pred": 116264, + "n_ref": 256214 + }, + "10": { + "Dice": 0.15174283081259826, + "FN": 53487, + "FP": 24752, + "IoU": 0.08210049626335982, + "TN": 105668768, + "TP": 6998, + "n_pred": 31750, + "n_ref": 60485 + }, + "11": { + "Dice": 0.5449722691102001, + "FN": 1339, + "FP": 548, + "IoU": 0.374544249254226, + "TN": 105750988, + "TP": 1130, + "n_pred": 1678, + "n_ref": 2469 + }, + "12": { + "Dice": 0.16129662175356377, + "FN": 3991, + "FP": 304, + "IoU": 0.08772302463891249, + "TN": 105749297, + "TP": 413, + "n_pred": 717, + "n_ref": 4404 + }, + "13": { + "Dice": 0.3662591687041565, + "FN": 59930, + "FP": 12646, + "IoU": 0.2241843759353487, + "TN": 105660457, + "TP": 20972, + "n_pred": 33618, + "n_ref": 80902 + }, + "14": { + "Dice": 0.8872464511411444, + "FN": 22176, + "FP": 22233, + "IoU": 0.7973431781467047, + "TN": 105534871, + "TP": 174725, + "n_pred": 196958, + "n_ref": 196901 + }, + "15": { + "Dice": 0.5825261958433452, + "FN": 16174, + "FP": 679, + "IoU": 0.4109608192653175, + "TN": 105725394, + "TP": 11758, + "n_pred": 12437, + "n_ref": 27932 + }, + "2": { + "Dice": 0.7918746186209333, + "FN": 29607, + "FP": 35197, + "IoU": 0.6554573149659466, + "TN": 105565918, + "TP": 123283, + "n_pred": 158480, + "n_ref": 152890 + }, + "3": { + "Dice": 0.9007058077735076, + "FN": 12326, + "FP": 22760, + "IoU": 0.8193491916383483, + "TN": 105559785, + "TP": 159134, + "n_pred": 181894, + "n_ref": 171460 + }, + "4": { + "Dice": 0.015039417828987265, + "FN": 40544, + "FP": 61, + "IoU": 0.007576683367957962, + "TN": 105713090, + "TP": 310, + "n_pred": 371, + "n_ref": 40854 + }, + "5": { + "Dice": 0.4695115227698754, + "FN": 8107, + "FP": 1515, + "IoU": 0.3067723342939481, + "TN": 105740125, + "TP": 4258, + "n_pred": 5773, + "n_ref": 12365 + }, + "6": { + "Dice": 0.8607690197794031, + "FN": 165206, + "FP": 278446, + "IoU": 0.7555702352939232, + "TN": 103938956, + "TP": 1371397, + "n_pred": 1649843, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.5940246656244572, + "FN": 114491, + "FP": 95857, + "IoU": 0.42250006177262733, + "TN": 105389766, + "TP": 153891, + "n_pred": 249748, + "n_ref": 268382 + }, + "8": { + "Dice": 0.828946344500214, + "FN": 3449, + "FP": 31721, + "IoU": 0.7078636752527224, + "TN": 105633616, + "TP": 85219, + "n_pred": 116940, + "n_ref": 88668 + }, + "9": { + "Dice": 0.7613206838719367, + "FN": 13979, + "FP": 24161, + "IoU": 0.6146229084148411, + "TN": 105655037, + "TP": 60828, + "n_pred": 84989, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6994286418308102, + "FN": 26173, + "FP": 168997, + "IoU": 0.5377856719952635, + "TN": 96715630, + "TP": 227080, + "n_pred": 396077, + "n_ref": 253253 + }, + "10": { + "Dice": 0.6900906377804797, + "FN": 37655, + "FP": 29635, + "IoU": 0.5268231968440816, + "TN": 96995671, + "TP": 74919, + "n_pred": 104554, + "n_ref": 112574 + }, + "11": { + "Dice": 0.6162706983441325, + "FN": 1849, + "FP": 283, + "IoU": 0.445369406867846, + "TN": 97134036, + "TP": 1712, + "n_pred": 1995, + "n_ref": 3561 + }, + "12": { + "Dice": 0.6824012314007183, + "FN": 1858, + "FP": 618, + "IoU": 0.5179127725856698, + "TN": 97132744, + "TP": 2660, + "n_pred": 3278, + "n_ref": 4518 + }, + "13": { + "Dice": 0.6194168274224663, + "FN": 16503, + "FP": 24533, + "IoU": 0.44866317345156526, + "TN": 97063450, + "TP": 33394, + "n_pred": 57927, + "n_ref": 49897 + }, + "14": { + "Dice": 0.8538977003506976, + "FN": 54337, + "FP": 17569, + "IoU": 0.7450449236616862, + "TN": 96855846, + "TP": 210128, + "n_pred": 227697, + "n_ref": 264465 + }, + "15": { + "Dice": 0.11715979688519475, + "FN": 16177, + "FP": 77186, + "IoU": 0.062225034653167, + "TN": 97038322, + "TP": 6195, + "n_pred": 83381, + "n_ref": 22372 + }, + "2": { + "Dice": 0.6599386316609004, + "FN": 58748, + "FP": 22931, + "IoU": 0.4924689624318043, + "TN": 96976946, + "TP": 79255, + "n_pred": 102186, + "n_ref": 138003 + }, + "3": { + "Dice": 0.6906150217068078, + "FN": 30962, + "FP": 83275, + "IoU": 0.5274346606656793, + "TN": 96896142, + "TP": 127501, + "n_pred": 210776, + "n_ref": 158463 + }, + "4": { + "Dice": 0.7870235139477143, + "FN": 5941, + "FP": 5725, + "IoU": 0.6488365792721471, + "TN": 97104659, + "TP": 21555, + "n_pred": 27280, + "n_ref": 27496 + }, + "5": { + "Dice": 0.29795686719636777, + "FN": 12008, + "FP": 362, + "IoU": 0.17505835278426143, + "TN": 97122885, + "TP": 2625, + "n_pred": 2987, + "n_ref": 14633 + }, + "6": { + "Dice": 0.8275014032262, + "FN": 144002, + "FP": 421476, + "IoU": 0.7057589710581486, + "TN": 95216061, + "TP": 1356341, + "n_pred": 1777817, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.8271620172183042, + "FN": 36390, + "FP": 54655, + "IoU": 0.7052653728492578, + "TN": 96828975, + "TP": 217860, + "n_pred": 272515, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9030037898809056, + "FN": 7612, + "FP": 18263, + "IoU": 0.82316035511451, + "TN": 96991561, + "TP": 120444, + "n_pred": 138707, + "n_ref": 128056 + }, + "9": { + "Dice": 0.7054678355588467, + "FN": 9514, + "FP": 39806, + "IoU": 0.5449596811396306, + "TN": 97029494, + "TP": 59066, + "n_pred": 98872, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5745934583002037, + "FN": 15247, + "FP": 219095, + "IoU": 0.4031084757159886, + "TN": 130374188, + "TP": 158262, + "n_pred": 377357, + "n_ref": 173509 + }, + "10": { + "Dice": 0.5828044162355326, + "FN": 22613, + "FP": 55607, + "IoU": 0.4112378156636935, + "TN": 130633937, + "TP": 54635, + "n_pred": 110242, + "n_ref": 77248 + }, + "11": { + "Dice": 0.5162180814354728, + "FN": 2553, + "FP": 251, + "IoU": 0.347906976744186, + "TN": 130762492, + "TP": 1496, + "n_pred": 1747, + "n_ref": 4049 + }, + "12": { + "Dice": 0.1862612001086071, + "FN": 2985, + "FP": 12, + "IoU": 0.10269461077844311, + "TN": 130763452, + "TP": 343, + "n_pred": 355, + "n_ref": 3328 + }, + "13": { + "Dice": 0.5164744721973052, + "FN": 33442, + "FP": 18845, + "IoU": 0.34813992918765274, + "TN": 130686580, + "TP": 27925, + "n_pred": 46770, + "n_ref": 61367 + }, + "14": { + "Dice": 0.8688234736034086, + "FN": 8326, + "FP": 37301, + "IoU": 0.7680706355983896, + "TN": 130570064, + "TP": 151101, + "n_pred": 188402, + "n_ref": 159427 + }, + "15": { + "Dice": 0.2952655107915578, + "FN": 17661, + "FP": 35464, + "IoU": 0.1732032247019641, + "TN": 130702538, + "TP": 11129, + "n_pred": 46593, + "n_ref": 28790 + }, + "2": { + "Dice": 0.27539077988049204, + "FN": 136812, + "FP": 18529, + "IoU": 0.15968300335388944, + "TN": 130581932, + "TP": 29519, + "n_pred": 48048, + "n_ref": 166331 + }, + "3": { + "Dice": 0.675593002164882, + "FN": 21719, + "FP": 116892, + "IoU": 0.510109810103095, + "TN": 130483849, + "TP": 144332, + "n_pred": 261224, + "n_ref": 166051 + }, + "4": { + "Dice": 0.4961367419442995, + "FN": 19951, + "FP": 330, + "IoU": 0.3299081477565585, + "TN": 130736526, + "TP": 9985, + "n_pred": 10315, + "n_ref": 29936 + }, + "5": { + "Dice": 0.3928205896302953, + "FN": 23441, + "FP": 882, + "IoU": 0.24441614115746638, + "TN": 130734601, + "TP": 7868, + "n_pred": 8750, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9041314743608647, + "FN": 126036, + "FP": 130793, + "IoU": 0.8250364466244294, + "TN": 129298892, + "TP": 1211071, + "n_pred": 1341864, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.6477865472965013, + "FN": 170600, + "FP": 128394, + "IoU": 0.4790564285552499, + "TN": 130192845, + "TP": 274953, + "n_pred": 403347, + "n_ref": 445553 + }, + "8": { + "Dice": 0.7020357771823847, + "FN": 94882, + "FP": 19999, + "IoU": 0.5408745209158451, + "TN": 130516575, + "TP": 135336, + "n_pred": 155335, + "n_ref": 230218 + }, + "9": { + "Dice": 0.7638397137516002, + "FN": 30728, + "FP": 13361, + "IoU": 0.6179131640523442, + "TN": 130651402, + "TP": 71301, + "n_pred": 84662, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6151367671578568, + "FN": 91640, + "FP": 45008, + "IoU": 0.44418593300034165, + "TN": 71990156, + "TP": 109204, + "n_pred": 154212, + "n_ref": 200844 + }, + "10": { + "Dice": 0.14620966841576422, + "FN": 56115, + "FP": 20359, + "IoU": 0.07887066078870661, + "TN": 72152986, + "TP": 6548, + "n_pred": 26907, + "n_ref": 62663 + }, + "11": { + "Dice": 0.0, + "FN": 2687, + "FP": 0, + "IoU": 0.0, + "TN": 72233321, + "TP": 0, + "n_pred": 0, + "n_ref": 2687 + }, + "12": { + "Dice": 0.4824270557029178, + "FN": 2616, + "FP": 506, + "IoU": 0.31789381691064017, + "TN": 72231431, + "TP": 1455, + "n_pred": 1961, + "n_ref": 4071 + }, + "13": { + "Dice": 0.12917970773006687, + "FN": 64701, + "FP": 12647, + "IoU": 0.0690497683095625, + "TN": 72152923, + "TP": 5737, + "n_pred": 18384, + "n_ref": 70438 + }, + "14": { + "Dice": 0.12855540007025257, + "FN": 17301, + "FP": 749294, + "IoU": 0.06869313688210618, + "TN": 71412869, + "TP": 56544, + "n_pred": 805838, + "n_ref": 73845 + }, + "15": { + "Dice": 0.35104460709616714, + "FN": 7237, + "FP": 70698, + "IoU": 0.21288908639182338, + "TN": 72136994, + "TP": 21079, + "n_pred": 91777, + "n_ref": 28316 + }, + "2": { + "Dice": 0.01963778947596456, + "FN": 125482, + "FP": 55536, + "IoU": 0.009916261465506396, + "TN": 72053177, + "TP": 1813, + "n_pred": 57349, + "n_ref": 127295 + }, + "3": { + "Dice": 0.6952772498959529, + "FN": 10376, + "FP": 128005, + "IoU": 0.5328927159739545, + "TN": 71939757, + "TP": 157870, + "n_pred": 285875, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 580, + "IoU": 0.0, + "TN": 72235428, + "TP": 0, + "n_pred": 580, + "n_ref": 0 + }, + "5": { + "Dice": 0.789783629987428, + "FN": 2259, + "FP": 918, + "IoU": 0.6525970475669765, + "TN": 72226863, + "TP": 5968, + "n_pred": 6886, + "n_ref": 8227 + }, + "6": { + "Dice": 0.6645930960750216, + "FN": 357439, + "FP": 807724, + "IoU": 0.4976708553188352, + "TN": 69916487, + "TP": 1154358, + "n_pred": 1962082, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.5007100712039069, + "FN": 186595, + "FP": 117871, + "IoU": 0.3339648066641583, + "TN": 71778876, + "TP": 152666, + "n_pred": 270537, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9194415585400442, + "FN": 6957, + "FP": 3666, + "IoU": 0.8508947996350621, + "TN": 72164763, + "TP": 60622, + "n_pred": 64288, + "n_ref": 67579 + }, + "9": { + "Dice": 0.4291229258381307, + "FN": 33780, + "FP": 8365, + "IoU": 0.27317409674915927, + "TN": 72178023, + "TP": 15840, + "n_pred": 24205, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.18952779970449532, + "FN": 79628, + "FP": 458, + "IoU": 0.10468418110676356, + "TN": 52463670, + "TP": 9364, + "n_pred": 9822, + "n_ref": 88992 + }, + "10": { + "Dice": 0.00037575934701375695, + "FN": 47175, + "FP": 710, + "IoU": 0.0001879149789117635, + "TN": 52505226, + "TP": 9, + "n_pred": 719, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0, + "FN": 2042, + "FP": 0, + "IoU": 0.0, + "TN": 52551078, + "TP": 0, + "n_pred": 0, + "n_ref": 2042 + }, + "12": { + "Dice": 0.0, + "FN": 4066, + "FP": 0, + "IoU": 0.0, + "TN": 52549054, + "TP": 0, + "n_pred": 0, + "n_ref": 4066 + }, + "13": { + "Dice": 0.022756351672454763, + "FN": 21366, + "FP": 20, + "IoU": 0.011509128726600416, + "TN": 52531485, + "TP": 249, + "n_pred": 269, + "n_ref": 21615 + }, + "14": { + "Dice": 0.42869459820814954, + "FN": 38683, + "FP": 7038, + "IoU": 0.2728270377733598, + "TN": 52490245, + "TP": 17154, + "n_pred": 24192, + "n_ref": 55837 + }, + "15": { + "Dice": 0.0, + "FN": 25269, + "FP": 11294, + "IoU": 0.0, + "TN": 52516557, + "TP": 0, + "n_pred": 11294, + "n_ref": 25269 + }, + "2": { + "Dice": 0.0, + "FN": 135076, + "FP": 0, + "IoU": 0.0, + "TN": 52418044, + "TP": 0, + "n_pred": 0, + "n_ref": 135076 + }, + "3": { + "Dice": 0.6389810619895402, + "FN": 19754, + "FP": 119617, + "IoU": 0.46948726732899393, + "TN": 52290410, + "TP": 123339, + "n_pred": 242956, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 0, + "IoU": 0.0, + "TN": 52551240, + "TP": 0, + "n_pred": 0, + "n_ref": 1880 + }, + "5": { + "Dice": 0.38127090301003347, + "FN": 4743, + "FP": 252, + "IoU": 0.23553719008264462, + "TN": 52546586, + "TP": 1539, + "n_pred": 1791, + "n_ref": 6282 + }, + "6": { + "Dice": 0.7005005961389466, + "FN": 336582, + "FP": 36449, + "IoU": 0.5390541881417025, + "TN": 51743847, + "TP": 436242, + "n_pred": 472691, + "n_ref": 772824 + }, + "7": { + "Dice": 0.06510747811595398, + "FN": 185563, + "FP": 29854, + "IoU": 0.03364914452848133, + "TN": 52330202, + "TP": 7501, + "n_pred": 37355, + "n_ref": 193064 + }, + "8": { + "Dice": 0.8454429294078522, + "FN": 11231, + "FP": 6429, + "IoU": 0.7322660359909644, + "TN": 52487159, + "TP": 48301, + "n_pred": 54730, + "n_ref": 59532 + }, + "9": { + "Dice": 0.55135215502288, + "FN": 44715, + "FP": 9601, + "IoU": 0.3805977808441003, + "TN": 52465429, + "TP": 33375, + "n_pred": 42976, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7345512179832161, + "FN": 44310, + "FP": 135230, + "IoU": 0.5804669682581224, + "TN": 143709298, + "TP": 248412, + "n_pred": 383642, + "n_ref": 292722 + }, + "10": { + "Dice": 0.536734787781583, + "FN": 57452, + "FP": 13025, + "IoU": 0.3668062243944512, + "TN": 144025946, + "TP": 40827, + "n_pred": 53852, + "n_ref": 98279 + }, + "11": { + "Dice": 0.42220467110459214, + "FN": 4748, + "FP": 373, + "IoU": 0.26759153318077805, + "TN": 144130258, + "TP": 1871, + "n_pred": 2244, + "n_ref": 6619 + }, + "12": { + "Dice": 0.6420036764705882, + "FN": 2852, + "FP": 264, + "IoU": 0.4727580372250423, + "TN": 144131340, + "TP": 2794, + "n_pred": 3058, + "n_ref": 5646 + }, + "13": { + "Dice": 0.519604380077711, + "FN": 64584, + "FP": 8856, + "IoU": 0.3509902171319494, + "TN": 144024093, + "TP": 39717, + "n_pred": 48573, + "n_ref": 104301 + }, + "14": { + "Dice": 0.953050845177724, + "FN": 20410, + "FP": 17983, + "IoU": 0.9103124452490802, + "TN": 143709175, + "TP": 389682, + "n_pred": 407665, + "n_ref": 410092 + }, + "15": { + "Dice": 0.6173818968626037, + "FN": 10682, + "FP": 4172, + "IoU": 0.44653103808033384, + "TN": 144110412, + "TP": 11984, + "n_pred": 16156, + "n_ref": 22666 + }, + "2": { + "Dice": 0.020203613421279035, + "FN": 136628, + "FP": 34, + "IoU": 0.010204894583221677, + "TN": 143999179, + "TP": 1409, + "n_pred": 1443, + "n_ref": 138037 + }, + "3": { + "Dice": 0.6596828628747663, + "FN": 19977, + "FP": 139141, + "IoU": 0.49218415895933465, + "TN": 143823912, + "TP": 154220, + "n_pred": 293361, + "n_ref": 174197 + }, + "4": { + "Dice": 0.5007408191342999, + "FN": 32244, + "FP": 5496, + "IoU": 0.33399216461370135, + "TN": 144080584, + "TP": 18926, + "n_pred": 24422, + "n_ref": 51170 + }, + "5": { + "Dice": 0.21019397993311037, + "FN": 28204, + "FP": 1315, + "IoU": 0.11743953119861274, + "TN": 144103803, + "TP": 3928, + "n_pred": 5243, + "n_ref": 32132 + }, + "6": { + "Dice": 0.7933777183282252, + "FN": 155131, + "FP": 471711, + "IoU": 0.6575195323171065, + "TN": 142306950, + "TP": 1203458, + "n_pred": 1675169, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.539874179469726, + "FN": 134453, + "FP": 60904, + "IoU": 0.3697449712064265, + "TN": 143827285, + "TP": 114608, + "n_pred": 175512, + "n_ref": 249061 + }, + "8": { + "Dice": 0.682262880376088, + "FN": 78764, + "FP": 61278, + "IoU": 0.5177534048451248, + "TN": 143846855, + "TP": 150353, + "n_pred": 211631, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8032501772421127, + "FN": 21949, + "FP": 13573, + "IoU": 0.6711930613793934, + "TN": 144029217, + "TP": 72511, + "n_pred": 86084, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7835943072035272, + "FN": 20646, + "FP": 86158, + "IoU": 0.6441882933004631, + "TN": 111478750, + "TP": 193366, + "n_pred": 279524, + "n_ref": 214012 + }, + "10": { + "Dice": 0.493448960962251, + "FN": 27623, + "FP": 10111, + "IoU": 0.3275355087056475, + "TN": 111722807, + "TP": 18379, + "n_pred": 28490, + "n_ref": 46002 + }, + "11": { + "Dice": 0.2303058387395737, + "FN": 3298, + "FP": 24, + "IoU": 0.1301387797852841, + "TN": 111775101, + "TP": 497, + "n_pred": 521, + "n_ref": 3795 + }, + "12": { + "Dice": 0.3970613360669742, + "FN": 3498, + "FP": 31, + "IoU": 0.24770837774461735, + "TN": 111774229, + "TP": 1162, + "n_pred": 1193, + "n_ref": 4660 + }, + "13": { + "Dice": 0.44709989603521966, + "FN": 35526, + "FP": 7551, + "IoU": 0.28791285086124246, + "TN": 111718426, + "TP": 17417, + "n_pred": 24968, + "n_ref": 52943 + }, + "14": { + "Dice": 0.6489597544338336, + "FN": 8255, + "FP": 82319, + "IoU": 0.4803408015146734, + "TN": 111604625, + "TP": 83721, + "n_pred": 166040, + "n_ref": 91976 + }, + "15": { + "Dice": 0.14226160977174007, + "FN": 8292, + "FP": 21131, + "IoU": 0.07657784891567021, + "TN": 111747057, + "TP": 2440, + "n_pred": 23571, + "n_ref": 10732 + }, + "2": { + "Dice": 0.29614498997251726, + "FN": 170426, + "FP": 142, + "IoU": 0.1738087972448668, + "TN": 111572469, + "TP": 35883, + "n_pred": 36025, + "n_ref": 206309 + }, + "3": { + "Dice": 0.5060541679621376, + "FN": 4844, + "FP": 109542, + "IoU": 0.33873662425353074, + "TN": 111605939, + "TP": 58595, + "n_pred": 168137, + "n_ref": 63439 + }, + "4": { + "Dice": 0.4896401724730034, + "FN": 12263, + "FP": 1112, + "IoU": 0.3241877621140923, + "TN": 111759129, + "TP": 6416, + "n_pred": 7528, + "n_ref": 18679 + }, + "5": { + "Dice": 0.09816039091693016, + "FN": 25050, + "FP": 50, + "IoU": 0.05161339076551047, + "TN": 111752454, + "TP": 1366, + "n_pred": 1416, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9112873043756466, + "FN": 169483, + "FP": 37924, + "IoU": 0.837031944275292, + "TN": 110506235, + "TP": 1065278, + "n_pred": 1103202, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.3384209041721158, + "FN": 172405, + "FP": 85591, + "IoU": 0.2036742668596809, + "TN": 111454937, + "TP": 65987, + "n_pred": 151578, + "n_ref": 238392 + }, + "8": { + "Dice": 0.6749604786848008, + "FN": 123327, + "FP": 24918, + "IoU": 0.5093889411048305, + "TN": 111476756, + "TP": 153919, + "n_pred": 178837, + "n_ref": 277246 + }, + "9": { + "Dice": 0.7834689473049237, + "FN": 21893, + "FP": 10413, + "IoU": 0.6440188645980254, + "TN": 111688168, + "TP": 58446, + "n_pred": 68859, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5893924312285238, + "FN": 88132, + "FP": 19533, + "IoU": 0.4178287741230797, + "TN": 198902938, + "TP": 77272, + "n_pred": 96805, + "n_ref": 165404 + }, + "10": { + "Dice": 0.22662105546373526, + "FN": 54283, + "FP": 6080, + "IoU": 0.1277905414192206, + "TN": 199018668, + "TP": 8844, + "n_pred": 14924, + "n_ref": 63127 + }, + "11": { + "Dice": 0.3982697853252163, + "FN": 3192, + "FP": 564, + "IoU": 0.2486497299459892, + "TN": 199082876, + "TP": 1243, + "n_pred": 1807, + "n_ref": 4435 + }, + "12": { + "Dice": 0.01586433260393873, + "FN": 3306, + "FP": 292, + "IoU": 0.007995588640749932, + "TN": 199084248, + "TP": 29, + "n_pred": 321, + "n_ref": 3335 + }, + "13": { + "Dice": 0.19292004432262203, + "FN": 30632, + "FP": 10885, + "IoU": 0.1067578906602982, + "TN": 199041396, + "TP": 4962, + "n_pred": 15847, + "n_ref": 35594 + }, + "14": { + "Dice": 0.6769279378907219, + "FN": 16954, + "FP": 11676, + "IoU": 0.51163346069869, + "TN": 199029251, + "TP": 29994, + "n_pred": 41670, + "n_ref": 46948 + }, + "15": { + "Dice": 0.4466669231065123, + "FN": 97924, + "FP": 2771, + "IoU": 0.2875538606309742, + "TN": 198946538, + "TP": 40642, + "n_pred": 43413, + "n_ref": 138566 + }, + "2": { + "Dice": 0.011885956167660998, + "FN": 128803, + "FP": 53, + "IoU": 0.005978508227198741, + "TN": 198958244, + "TP": 775, + "n_pred": 828, + "n_ref": 129578 + }, + "3": { + "Dice": 0.6570369574009512, + "FN": 10490, + "FP": 123494, + "IoU": 0.4892442580768131, + "TN": 198825550, + "TP": 128341, + "n_pred": 251835, + "n_ref": 138831 + }, + "4": { + "Dice": 0.0, + "FN": 17120, + "FP": 0, + "IoU": 0.0, + "TN": 199070755, + "TP": 0, + "n_pred": 0, + "n_ref": 17120 + }, + "5": { + "Dice": 0.17447120148192824, + "FN": 18043, + "FP": 1120, + "IoU": 0.09557296582971493, + "TN": 199066687, + "TP": 2025, + "n_pred": 3145, + "n_ref": 20068 + }, + "6": { + "Dice": 0.8684826213983261, + "FN": 144766, + "FP": 161203, + "IoU": 0.7675380315162235, + "TN": 197771664, + "TP": 1010242, + "n_pred": 1171445, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.3921737939165487, + "FN": 108942, + "FP": 37473, + "IoU": 0.24391553790621176, + "TN": 198894226, + "TP": 47234, + "n_pred": 84707, + "n_ref": 156176 + }, + "8": { + "Dice": 0.7084293924732928, + "FN": 31085, + "FP": 40751, + "IoU": 0.5485022563573969, + "TN": 198928769, + "TP": 87270, + "n_pred": 128021, + "n_ref": 118355 + }, + "9": { + "Dice": 0.7204888827802036, + "FN": 35253, + "FP": 17621, + "IoU": 0.5630970087588828, + "TN": 198966855, + "TP": 68146, + "n_pred": 85767, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7955411508528569, + "FN": 26546, + "FP": 54580, + "IoU": 0.6604967462492938, + "TN": 130836237, + "TP": 157829, + "n_pred": 212409, + "n_ref": 184375 + }, + "10": { + "Dice": 0.5414977842241345, + "FN": 35494, + "FP": 44483, + "IoU": 0.3712697713908368, + "TN": 130947988, + "TP": 47227, + "n_pred": 91710, + "n_ref": 82721 + }, + "11": { + "Dice": 0.5603148176176782, + "FN": 2220, + "FP": 685, + "IoU": 0.3891925988225399, + "TN": 131070436, + "TP": 1851, + "n_pred": 2536, + "n_ref": 4071 + }, + "12": { + "Dice": 0.5070927280872032, + "FN": 2937, + "FP": 364, + "IoU": 0.3396679335867173, + "TN": 131070193, + "TP": 1698, + "n_pred": 2062, + "n_ref": 4635 + }, + "13": { + "Dice": 0.37082539123192004, + "FN": 67007, + "FP": 11553, + "IoU": 0.2276154988152707, + "TN": 130973481, + "TP": 23151, + "n_pred": 34704, + "n_ref": 90158 + }, + "14": { + "Dice": 0.04525876415492072, + "FN": 38256, + "FP": 736232, + "IoU": 0.02315332757348536, + "TN": 130282347, + "TP": 18357, + "n_pred": 754589, + "n_ref": 56613 + }, + "15": { + "Dice": 0.2861652618218505, + "FN": 18786, + "FP": 25082, + "IoU": 0.1669736617230968, + "TN": 131022531, + "TP": 8793, + "n_pred": 33875, + "n_ref": 27579 + }, + "2": { + "Dice": 0.7163622330846411, + "FN": 21031, + "FP": 89219, + "IoU": 0.5580719510973043, + "TN": 130825717, + "TP": 139225, + "n_pred": 228444, + "n_ref": 160256 + }, + "3": { + "Dice": 0.7419474455999595, + "FN": 58013, + "FP": 33847, + "IoU": 0.5897587052345289, + "TN": 130851275, + "TP": 132057, + "n_pred": 165904, + "n_ref": 190070 + }, + "4": { + "Dice": 0.019845936339732834, + "FN": 72329, + "FP": 1852, + "IoU": 0.01002242032776384, + "TN": 131000260, + "TP": 751, + "n_pred": 2603, + "n_ref": 73080 + }, + "5": { + "Dice": 0.5784958925248491, + "FN": 8326, + "FP": 961, + "IoU": 0.40696040868454664, + "TN": 131059532, + "TP": 6373, + "n_pred": 7334, + "n_ref": 14699 + }, + "6": { + "Dice": 0.8119019297589005, + "FN": 153358, + "FP": 455766, + "IoU": 0.683362720717274, + "TN": 129151464, + "TP": 1314604, + "n_pred": 1770370, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.42248800332012965, + "FN": 496711, + "FP": 270028, + "IoU": 0.26781920150802285, + "TN": 130027993, + "TP": 280460, + "n_pred": 550488, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9139406909202079, + "FN": 8607, + "FP": 13913, + "IoU": 0.8415200562983814, + "TN": 130933092, + "TP": 119580, + "n_pred": 133493, + "n_ref": 128187 + }, + "9": { + "Dice": 0.6209946069368594, + "FN": 29099, + "FP": 15386, + "IoU": 0.45032065143520866, + "TN": 130994263, + "TP": 36444, + "n_pred": 51830, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7134080880108865, + "FN": 16846, + "FP": 142792, + "IoU": 0.5544944604135852, + "TN": 101258870, + "TP": 198692, + "n_pred": 341484, + "n_ref": 215538 + }, + "10": { + "Dice": 0.37814491915932114, + "FN": 34047, + "FP": 4684, + "IoU": 0.23315580018611282, + "TN": 101566693, + "TP": 11776, + "n_pred": 16460, + "n_ref": 45823 + }, + "11": { + "Dice": 0.6652162784745329, + "FN": 2360, + "FP": 256, + "IoU": 0.4983700862895494, + "TN": 101611985, + "TP": 2599, + "n_pred": 2855, + "n_ref": 4959 + }, + "12": { + "Dice": 0.47380853133249967, + "FN": 3785, + "FP": 2, + "IoU": 0.3104515659140568, + "TN": 101611708, + "TP": 1705, + "n_pred": 1707, + "n_ref": 5490 + }, + "13": { + "Dice": 0.6999892929797638, + "FN": 20858, + "FP": 12766, + "IoU": 0.5384488675360329, + "TN": 101544350, + "TP": 39226, + "n_pred": 51992, + "n_ref": 60084 + }, + "14": { + "Dice": 0.6742195429144401, + "FN": 6633, + "FP": 46651, + "IoU": 0.5085453924977633, + "TN": 101508779, + "TP": 55137, + "n_pred": 101788, + "n_ref": 61770 + }, + "15": { + "Dice": 0.5317597954204756, + "FN": 15175, + "FP": 16685, + "IoU": 0.36217493143280416, + "TN": 101567249, + "TP": 18091, + "n_pred": 34776, + "n_ref": 33266 + }, + "2": { + "Dice": 0.0023509693530334814, + "FN": 172134, + "FP": 5247, + "IoU": 0.0011768680668956585, + "TN": 101439610, + "TP": 209, + "n_pred": 5456, + "n_ref": 172343 + }, + "3": { + "Dice": 0.6607771790400215, + "FN": 8719, + "FP": 159928, + "IoU": 0.4934034640825228, + "TN": 101284298, + "TP": 164255, + "n_pred": 324183, + "n_ref": 172974 + }, + "4": { + "Dice": 0.6152297042164884, + "FN": 8881, + "FP": 290, + "IoU": 0.44428285766224324, + "TN": 101600697, + "TP": 7332, + "n_pred": 7622, + "n_ref": 16213 + }, + "5": { + "Dice": 0.3009540568034973, + "FN": 24898, + "FP": 527, + "IoU": 0.1771312059032947, + "TN": 101586302, + "TP": 5473, + "n_pred": 6000, + "n_ref": 30371 + }, + "6": { + "Dice": 0.8022210730999106, + "FN": 352334, + "FP": 230173, + "IoU": 0.6697572106866984, + "TN": 99853325, + "TP": 1181368, + "n_pred": 1411541, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.7542401986036904, + "FN": 120369, + "FP": 79997, + "IoU": 0.6054459276646272, + "TN": 101109371, + "TP": 307463, + "n_pred": 387460, + "n_ref": 427832 + }, + "8": { + "Dice": 0.6326847872824928, + "FN": 107611, + "FP": 36756, + "IoU": 0.46272050614067733, + "TN": 101348500, + "TP": 124333, + "n_pred": 161089, + "n_ref": 231944 + }, + "9": { + "Dice": 0.7813671780266521, + "FN": 18171, + "FP": 16988, + "IoU": 0.641183434368175, + "TN": 101519214, + "TP": 62827, + "n_pred": 79815, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.14634838291318797, + "FN": 193534, + "FP": 17096, + "IoU": 0.07895139602510003, + "TN": 118953527, + "TP": 18055, + "n_pred": 35151, + "n_ref": 211589 + }, + "10": { + "Dice": 0.4651179521860184, + "FN": 48423, + "FP": 25924, + "IoU": 0.30303172341382933, + "TN": 119075540, + "TP": 32325, + "n_pred": 58249, + "n_ref": 80748 + }, + "11": { + "Dice": 0.4161343310823143, + "FN": 2898, + "FP": 301, + "IoU": 0.26273334869785664, + "TN": 119177873, + "TP": 1140, + "n_pred": 1441, + "n_ref": 4038 + }, + "12": { + "Dice": 0.0, + "FN": 4135, + "FP": 0, + "IoU": 0.0, + "TN": 119178077, + "TP": 0, + "n_pred": 0, + "n_ref": 4135 + }, + "13": { + "Dice": 0.2881364875560637, + "FN": 24884, + "FP": 15589, + "IoU": 0.16831744205161928, + "TN": 119133548, + "TP": 8191, + "n_pred": 23780, + "n_ref": 33075 + }, + "14": { + "Dice": 0.14946939680252694, + "FN": 55078, + "FP": 67708, + "IoU": 0.0807711023769418, + "TN": 119048637, + "TP": 10789, + "n_pred": 78497, + "n_ref": 65867 + }, + "15": { + "Dice": 0.08135155493382115, + "FN": 18830, + "FP": 23855, + "IoU": 0.04240044868199663, + "TN": 119137637, + "TP": 1890, + "n_pred": 25745, + "n_ref": 20720 + }, + "2": { + "Dice": 0.7491408073172923, + "FN": 14199, + "FP": 105874, + "IoU": 0.5989009887760556, + "TN": 118882852, + "TP": 179287, + "n_pred": 285161, + "n_ref": 193486 + }, + "3": { + "Dice": 0.5525346738325335, + "FN": 118300, + "FP": 9169, + "IoU": 0.3817256716577177, + "TN": 118976043, + "TP": 78700, + "n_pred": 87869, + "n_ref": 197000 + }, + "4": { + "Dice": 0.0, + "FN": 43337, + "FP": 0, + "IoU": 0.0, + "TN": 119138875, + "TP": 0, + "n_pred": 0, + "n_ref": 43337 + }, + "5": { + "Dice": 0.3471740036106096, + "FN": 13972, + "FP": 131, + "IoU": 0.2100487313056629, + "TN": 119164359, + "TP": 3750, + "n_pred": 3881, + "n_ref": 17722 + }, + "6": { + "Dice": 0.8776126400622424, + "FN": 177766, + "FP": 257652, + "IoU": 0.7819160045698579, + "TN": 117185651, + "TP": 1561143, + "n_pred": 1818795, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.40580564679895187, + "FN": 205402, + "FP": 64673, + "IoU": 0.25455217927733725, + "TN": 118819913, + "TP": 92224, + "n_pred": 156897, + "n_ref": 297626 + }, + "8": { + "Dice": 0.8984558828322068, + "FN": 13243, + "FP": 2336, + "IoU": 0.8156331360946746, + "TN": 119097712, + "TP": 68921, + "n_pred": 71257, + "n_ref": 82164 + }, + "9": { + "Dice": 0.8142497407791438, + "FN": 14060, + "FP": 18544, + "IoU": 0.6866958151155528, + "TN": 119078147, + "TP": 71461, + "n_pred": 90005, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 8981, + "IoU": 0.0, + "TN": 61323499, + "TP": 0, + "n_pred": 8981, + "n_ref": 0 + }, + "10": { + "Dice": 0.06960379743816043, + "FN": 32969, + "FP": 6036, + "IoU": 0.036056741795175956, + "TN": 61292016, + "TP": 1459, + "n_pred": 7495, + "n_ref": 34428 + }, + "11": { + "Dice": 0.494028230184582, + "FN": 2499, + "FP": 297, + "IoU": 0.3280461427541456, + "TN": 61328319, + "TP": 1365, + "n_pred": 1662, + "n_ref": 3864 + }, + "12": { + "Dice": 0.0, + "FN": 4850, + "FP": 0, + "IoU": 0.0, + "TN": 61327630, + "TP": 0, + "n_pred": 0, + "n_ref": 4850 + }, + "13": { + "Dice": 0.1091623250866043, + "FN": 48694, + "FP": 16624, + "IoU": 0.057732256203115985, + "TN": 61263160, + "TP": 4002, + "n_pred": 20626, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9198603071259165, + "FN": 20219, + "FP": 23404, + "IoU": 0.8516123545819444, + "TN": 61038500, + "TP": 250357, + "n_pred": 273761, + "n_ref": 270576 + }, + "15": { + "Dice": 0.10729827378562826, + "FN": 91546, + "FP": 19640, + "IoU": 0.05669053517494146, + "TN": 61214612, + "TP": 6682, + "n_pred": 26322, + "n_ref": 98228 + }, + "2": { + "Dice": 0.9293731607593948, + "FN": 18194, + "FP": 3502, + "IoU": 0.8680645082824548, + "TN": 61168036, + "TP": 142748, + "n_pred": 146250, + "n_ref": 160942 + }, + "3": { + "Dice": 0.9299759180727971, + "FN": 13952, + "FP": 3320, + "IoU": 0.869116811275717, + "TN": 61200515, + "TP": 114693, + "n_pred": 118013, + "n_ref": 128645 + }, + "4": { + "Dice": 0.07592457642557843, + "FN": 40522, + "FP": 56, + "IoU": 0.039460291158717006, + "TN": 61290235, + "TP": 1667, + "n_pred": 1723, + "n_ref": 42189 + }, + "5": { + "Dice": 0.3742588071154517, + "FN": 6426, + "FP": 750, + "IoU": 0.23020810984767218, + "TN": 61323158, + "TP": 2146, + "n_pred": 2896, + "n_ref": 8572 + }, + "6": { + "Dice": 0.8777831399443834, + "FN": 184788, + "FP": 99611, + "IoU": 0.7821867334098694, + "TN": 60026779, + "TP": 1021302, + "n_pred": 1120913, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.2216231476890872, + "FN": 172042, + "FP": 54036, + "IoU": 0.12462102585349043, + "TN": 61074217, + "TP": 32185, + "n_pred": 86221, + "n_ref": 204227 + }, + "8": { + "Dice": 0.8067133643109786, + "FN": 24053, + "FP": 3817, + "IoU": 0.6760432407299779, + "TN": 61246450, + "TP": 58160, + "n_pred": 61977, + "n_ref": 82213 + }, + "9": { + "Dice": 0.7996458307443768, + "FN": 11896, + "FP": 13900, + "IoU": 0.6661749100603049, + "TN": 61255206, + "TP": 51478, + "n_pred": 65378, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.805683946259389, + "FN": 38839, + "FP": 27880, + "IoU": 0.6745986070738798, + "TN": 148902464, + "TP": 138317, + "n_pred": 166197, + "n_ref": 177156 + }, + "10": { + "Dice": 0.725679215163585, + "FN": 25979, + "FP": 9421, + "IoU": 0.5694635321017234, + "TN": 149025277, + "TP": 46823, + "n_pred": 56244, + "n_ref": 72802 + }, + "11": { + "Dice": 0.331304069208587, + "FN": 2087, + "FP": 0, + "IoU": 0.19854070660522274, + "TN": 149104896, + "TP": 517, + "n_pred": 517, + "n_ref": 2604 + }, + "12": { + "Dice": 0.0, + "FN": 2097, + "FP": 0, + "IoU": 0.0, + "TN": 149105403, + "TP": 0, + "n_pred": 0, + "n_ref": 2097 + }, + "13": { + "Dice": 0.27654939362231334, + "FN": 68245, + "FP": 16105, + "IoU": 0.16046261645035434, + "TN": 149007028, + "TP": 16122, + "n_pred": 32227, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8381304637042558, + "FN": 4238, + "FP": 30073, + "IoU": 0.7213636622028764, + "TN": 148984361, + "TP": 88828, + "n_pred": 118901, + "n_ref": 93066 + }, + "15": { + "Dice": 0.45317351433316483, + "FN": 22353, + "FP": 15512, + "IoU": 0.29296984408551957, + "TN": 149053945, + "TP": 15690, + "n_pred": 31202, + "n_ref": 38043 + }, + "2": { + "Dice": 0.3152743662509241, + "FN": 123953, + "FP": 19610, + "IoU": 0.18713692006296218, + "TN": 148930886, + "TP": 33051, + "n_pred": 52661, + "n_ref": 157004 + }, + "3": { + "Dice": 0.10075999715888913, + "FN": 52993, + "FP": 73611, + "IoU": 0.053052798492112765, + "TN": 148973803, + "TP": 7093, + "n_pred": 80704, + "n_ref": 60086 + }, + "4": { + "Dice": 0.7436927993801753, + "FN": 10475, + "FP": 111, + "IoU": 0.5919673142152329, + "TN": 149081556, + "TP": 15358, + "n_pred": 15469, + "n_ref": 25833 + }, + "5": { + "Dice": 0.008230694611834562, + "FN": 33576, + "FP": 163, + "IoU": 0.004132353375247203, + "TN": 149073621, + "TP": 140, + "n_pred": 303, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9207382054539484, + "FN": 134512, + "FP": 32759, + "IoU": 0.8531185020231539, + "TN": 147968684, + "TP": 971545, + "n_pred": 1004304, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.4487262972718172, + "FN": 182795, + "FP": 44085, + "IoU": 0.28926313679053184, + "TN": 148788282, + "TP": 92338, + "n_pred": 136423, + "n_ref": 275133 + }, + "8": { + "Dice": 0.6845739260276511, + "FN": 103447, + "FP": 12315, + "IoU": 0.5204199153209436, + "TN": 148866118, + "TP": 125620, + "n_pred": 137935, + "n_ref": 229067 + }, + "9": { + "Dice": 0.7566016518670751, + "FN": 28951, + "FP": 8711, + "IoU": 0.6084949791055947, + "TN": 149011302, + "TP": 58536, + "n_pred": 67247, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2723525607299999, + "FN": 433831, + "FP": 445, + "IoU": 0.1576435993474917, + "TN": 100197251, + "TP": 81273, + "n_pred": 81718, + "n_ref": 515104 + }, + "10": { + "Dice": 0.12062038988408852, + "FN": 34808, + "FP": 18602, + "IoU": 0.06418096122509769, + "TN": 100655727, + "TP": 3663, + "n_pred": 22265, + "n_ref": 38471 + }, + "11": { + "Dice": 0.5224190202648795, + "FN": 1844, + "FP": 1149, + "IoU": 0.3535637149028078, + "TN": 100708170, + "TP": 1637, + "n_pred": 2786, + "n_ref": 3481 + }, + "12": { + "Dice": 0.0, + "FN": 5873, + "FP": 0, + "IoU": 0.0, + "TN": 100706927, + "TP": 0, + "n_pred": 0, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0, + "FN": 39155, + "FP": 1053, + "IoU": 0.0, + "TN": 100672592, + "TP": 0, + "n_pred": 1053, + "n_ref": 39155 + }, + "14": { + "Dice": 0.4544778802532126, + "FN": 41394, + "FP": 228682, + "IoU": 0.29406106483139344, + "TN": 100330223, + "TP": 112501, + "n_pred": 341183, + "n_ref": 153895 + }, + "15": { + "Dice": 0.6952459432048681, + "FN": 40425, + "FP": 7653, + "IoU": 0.532855935250051, + "TN": 100609881, + "TP": 54841, + "n_pred": 62494, + "n_ref": 95266 + }, + "2": { + "Dice": 0.5718702372387447, + "FN": 75375, + "FP": 160870, + "IoU": 0.4004329663524742, + "TN": 100318774, + "TP": 157781, + "n_pred": 318651, + "n_ref": 233156 + }, + "3": { + "Dice": 0.4639257310545534, + "FN": 147587, + "FP": 28879, + "IoU": 0.302020377812233, + "TN": 100459976, + "TP": 76358, + "n_pred": 105237, + "n_ref": 223945 + }, + "4": { + "Dice": 0.0, + "FN": 57652, + "FP": 0, + "IoU": 0.0, + "TN": 100655148, + "TP": 0, + "n_pred": 0, + "n_ref": 57652 + }, + "5": { + "Dice": 0.19488272921108743, + "FN": 14645, + "FP": 459, + "IoU": 0.10796125679187338, + "TN": 100695868, + "TP": 1828, + "n_pred": 2287, + "n_ref": 16473 + }, + "6": { + "Dice": 0.39033918457575384, + "FN": 1465983, + "FP": 446070, + "IoU": 0.2424977863879199, + "TN": 98188645, + "TP": 612102, + "n_pred": 1058172, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.39961555850307345, + "FN": 105564, + "FP": 94959, + "IoU": 0.24969972722884715, + "TN": 100445543, + "TP": 66734, + "n_pred": 161693, + "n_ref": 172298 + }, + "8": { + "Dice": 0.885942212277459, + "FN": 14934, + "FP": 8514, + "IoU": 0.7952390100773704, + "TN": 100598286, + "TP": 91066, + "n_pred": 99580, + "n_ref": 106000 + }, + "9": { + "Dice": 0.6666599850666239, + "FN": 35338, + "FP": 31181, + "IoU": 0.4999924832376199, + "TN": 100579764, + "TP": 66517, + "n_pred": 97698, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7039281006279506, + "FN": 23634, + "FP": 21959, + "IoU": 0.5431242672331726, + "TN": 78850907, + "TP": 54200, + "n_pred": 76159, + "n_ref": 77834 + }, + "10": { + "Dice": 0.4311937822024277, + "FN": 26600, + "FP": 5967, + "IoU": 0.27485471265391553, + "TN": 78905789, + "TP": 12344, + "n_pred": 18311, + "n_ref": 38944 + }, + "11": { + "Dice": 0.0, + "FN": 1368, + "FP": 0, + "IoU": 0.0, + "TN": 78949332, + "TP": 0, + "n_pred": 0, + "n_ref": 1368 + }, + "12": { + "Dice": 0.145, + "FN": 2357, + "FP": 37, + "IoU": 0.07816711590296496, + "TN": 78948103, + "TP": 203, + "n_pred": 240, + "n_ref": 2560 + }, + "13": { + "Dice": 0.09096989966555184, + "FN": 56549, + "FP": 529, + "IoU": 0.04765241765942537, + "TN": 78890766, + "TP": 2856, + "n_pred": 3385, + "n_ref": 59405 + }, + "14": { + "Dice": 0.021330189184843775, + "FN": 25080, + "FP": 175791, + "IoU": 0.010780065005417118, + "TN": 78747640, + "TP": 2189, + "n_pred": 177980, + "n_ref": 27269 + }, + "15": { + "Dice": 0.7195921495167951, + "FN": 25314, + "FP": 1032, + "IoU": 0.5620022942261974, + "TN": 78890549, + "TP": 33805, + "n_pred": 34837, + "n_ref": 59119 + }, + "2": { + "Dice": 0.09108202278933986, + "FN": 95285, + "FP": 1233, + "IoU": 0.04771395307535963, + "TN": 78849346, + "TP": 4836, + "n_pred": 6069, + "n_ref": 100121 + }, + "3": { + "Dice": 0.7089319433788024, + "FN": 7525, + "FP": 55828, + "IoU": 0.5491050140564393, + "TN": 78810195, + "TP": 77152, + "n_pred": 132980, + "n_ref": 84677 + }, + "4": { + "Dice": 0.2249857505570237, + "FN": 14957, + "FP": 0, + "IoU": 0.1267515179822513, + "TN": 78933572, + "TP": 2171, + "n_pred": 2171, + "n_ref": 17128 + }, + "5": { + "Dice": 0.08483487595158552, + "FN": 33249, + "FP": 171, + "IoU": 0.044296376790871915, + "TN": 78915731, + "TP": 1549, + "n_pred": 1720, + "n_ref": 34798 + }, + "6": { + "Dice": 0.8188265276091967, + "FN": 192363, + "FP": 35413, + "IoU": 0.6932313895873541, + "TN": 78208199, + "TP": 514725, + "n_pred": 550138, + "n_ref": 707088 + }, + "7": { + "Dice": 0.007295569553370422, + "FN": 718386, + "FP": 23737, + "IoU": 0.0036611398268107673, + "TN": 78205850, + "TP": 2727, + "n_pred": 26464, + "n_ref": 721113 + }, + "8": { + "Dice": 0.5515590481667682, + "FN": 201156, + "FP": 10157, + "IoU": 0.38079498337069434, + "TN": 78609435, + "TP": 129952, + "n_pred": 140109, + "n_ref": 331108 + }, + "9": { + "Dice": 0.6364285485916469, + "FN": 27189, + "FP": 6926, + "IoU": 0.46673648669772094, + "TN": 78886726, + "TP": 29859, + "n_pred": 36785, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6224251560302593, + "FN": 12770, + "FP": 151540, + "IoU": 0.4518267437554422, + "TN": 104704699, + "TP": 135431, + "n_pred": 286971, + "n_ref": 148201 + }, + "10": { + "Dice": 0.32615862780125776, + "FN": 64777, + "FP": 28015, + "IoU": 0.19485635450199135, + "TN": 104889191, + "TP": 22457, + "n_pred": 50472, + "n_ref": 87234 + }, + "11": { + "Dice": 0.4265759312320917, + "FN": 3140, + "FP": 62, + "IoU": 0.2711131345322103, + "TN": 105000047, + "TP": 1191, + "n_pred": 1253, + "n_ref": 4331 + }, + "12": { + "Dice": 0.6045616927727397, + "FN": 2633, + "FP": 245, + "IoU": 0.4332414336352895, + "TN": 104999362, + "TP": 2200, + "n_pred": 2445, + "n_ref": 4833 + }, + "13": { + "Dice": 0.5664862174102421, + "FN": 41402, + "FP": 14334, + "IoU": 0.3951731921173713, + "TN": 104912288, + "TP": 36416, + "n_pred": 50750, + "n_ref": 77818 + }, + "14": { + "Dice": 0.8684091693893272, + "FN": 4696, + "FP": 15120, + "IoU": 0.767423299922537, + "TN": 104919238, + "TP": 65386, + "n_pred": 80506, + "n_ref": 70082 + }, + "15": { + "Dice": 0.49537885181449537, + "FN": 12327, + "FP": 12188, + "IoU": 0.32923826201160117, + "TN": 104967892, + "TP": 12033, + "n_pred": 24221, + "n_ref": 24360 + }, + "2": { + "Dice": 0.006850274244369238, + "FN": 170163, + "FP": 43, + "IoU": 0.0034369090068094126, + "TN": 104833647, + "TP": 587, + "n_pred": 630, + "n_ref": 170750 + }, + "3": { + "Dice": 0.6389216865721945, + "FN": 10414, + "FP": 151361, + "IoU": 0.4694231627003909, + "TN": 104699536, + "TP": 143129, + "n_pred": 294490, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1709, + "IoU": 0.0, + "TN": 105002731, + "TP": 0, + "n_pred": 1709, + "n_ref": 0 + }, + "5": { + "Dice": 0.10017128344456913, + "FN": 28384, + "FP": 2086, + "IoU": 0.052726481377852394, + "TN": 104972274, + "TP": 1696, + "n_pred": 3782, + "n_ref": 30080 + }, + "6": { + "Dice": 0.8399242731275087, + "FN": 101212, + "FP": 331283, + "IoU": 0.7240253835772467, + "TN": 103437285, + "TP": 1134660, + "n_pred": 1465943, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.6514525910498716, + "FN": 41945, + "FP": 159384, + "IoU": 0.4830772627838429, + "TN": 104614964, + "TP": 188147, + "n_pred": 347531, + "n_ref": 230092 + }, + "8": { + "Dice": 0.729506089828157, + "FN": 151902, + "FP": 7001, + "IoU": 0.5741909378609192, + "TN": 104631261, + "TP": 214276, + "n_pred": 221277, + "n_ref": 366178 + }, + "9": { + "Dice": 0.7960722232677597, + "FN": 21644, + "FP": 15198, + "IoU": 0.6612292187729881, + "TN": 104895688, + "TP": 71910, + "n_pred": 87108, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7368755497436481, + "FN": 87628, + "FP": 148397, + "IoU": 0.5833752561706004, + "TN": 177109771, + "TP": 330492, + "n_pred": 478889, + "n_ref": 418120 + }, + "10": { + "Dice": 0.11922893860066634, + "FN": 65448, + "FP": 30778, + "IoU": 0.06339364798177907, + "TN": 177573549, + "TP": 6513, + "n_pred": 37291, + "n_ref": 71961 + }, + "11": { + "Dice": 0.5343835201454105, + "FN": 2979, + "FP": 95, + "IoU": 0.364613476643241, + "TN": 177671450, + "TP": 1764, + "n_pred": 1859, + "n_ref": 4743 + }, + "12": { + "Dice": 0.5929310576535411, + "FN": 2992, + "FP": 37, + "IoU": 0.42139446036294176, + "TN": 177671053, + "TP": 2206, + "n_pred": 2243, + "n_ref": 5198 + }, + "13": { + "Dice": 0.5424662680399461, + "FN": 42427, + "FP": 16033, + "IoU": 0.3721809356071996, + "TN": 177583172, + "TP": 34656, + "n_pred": 50689, + "n_ref": 77083 + }, + "14": { + "Dice": 0.7417818448420995, + "FN": 7951, + "FP": 39596, + "IoU": 0.5895494686682609, + "TN": 177560447, + "TP": 68294, + "n_pred": 107890, + "n_ref": 76245 + }, + "15": { + "Dice": 0.16125502409461082, + "FN": 15506, + "FP": 64210, + "IoU": 0.08769841723984023, + "TN": 177588909, + "TP": 7663, + "n_pred": 71873, + "n_ref": 23169 + }, + "2": { + "Dice": 0.06044356777006083, + "FN": 207073, + "FP": 19657, + "IoU": 0.03116360357742615, + "TN": 177442265, + "TP": 7293, + "n_pred": 26950, + "n_ref": 214366 + }, + "3": { + "Dice": 0.6025438839158608, + "FN": 57847, + "FP": 138984, + "IoU": 0.4311719537957801, + "TN": 177330259, + "TP": 149198, + "n_pred": 288182, + "n_ref": 207045 + }, + "4": { + "Dice": 0.45560307955517537, + "FN": 21118, + "FP": 10702, + "IoU": 0.2950038772571175, + "TN": 177631153, + "TP": 13315, + "n_pred": 24017, + "n_ref": 34433 + }, + "5": { + "Dice": 0.1924836975174465, + "FN": 27816, + "FP": 418, + "IoU": 0.1064907117313839, + "TN": 177644689, + "TP": 3365, + "n_pred": 3783, + "n_ref": 31181 + }, + "6": { + "Dice": 0.7903042393017532, + "FN": 224830, + "FP": 614017, + "IoU": 0.6533082655804158, + "TN": 175256712, + "TP": 1580729, + "n_pred": 2194746, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.6142125914632689, + "FN": 111155, + "FP": 211729, + "IoU": 0.4432228115796081, + "TN": 177096372, + "TP": 257032, + "n_pred": 468761, + "n_ref": 368187 + }, + "8": { + "Dice": 0.6852032776981002, + "FN": 73555, + "FP": 42118, + "IoU": 0.5211476923204299, + "TN": 177434725, + "TP": 125890, + "n_pred": 168008, + "n_ref": 199445 + }, + "9": { + "Dice": 0.7789611476019334, + "FN": 34657, + "FP": 22417, + "IoU": 0.6379495182090954, + "TN": 177518647, + "TP": 100567, + "n_pred": 122984, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8169592168010967, + "FN": 41361, + "FP": 23928, + "IoU": 0.6905587942556519, + "TN": 193794545, + "TP": 145701, + "n_pred": 169629, + "n_ref": 187062 + }, + "10": { + "Dice": 0.7540594472630522, + "FN": 29230, + "FP": 8484, + "IoU": 0.6052130220873024, + "TN": 193910005, + "TP": 57816, + "n_pred": 66300, + "n_ref": 87046 + }, + "11": { + "Dice": 0.327632282202031, + "FN": 2499, + "FP": 17, + "IoU": 0.19590923617769254, + "TN": 194002406, + "TP": 613, + "n_pred": 630, + "n_ref": 3112 + }, + "12": { + "Dice": 0.20780399274047187, + "FN": 3492, + "FP": 0, + "IoU": 0.11594936708860759, + "TN": 194001585, + "TP": 458, + "n_pred": 458, + "n_ref": 3950 + }, + "13": { + "Dice": 0.2864762944401717, + "FN": 55330, + "FP": 2190, + "IoU": 0.16718548655653206, + "TN": 193936468, + "TP": 11547, + "n_pred": 13737, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8903353687777742, + "FN": 6280, + "FP": 10871, + "IoU": 0.802346351975845, + "TN": 193918762, + "TP": 69622, + "n_pred": 80493, + "n_ref": 75902 + }, + "15": { + "Dice": 0.29944770961930356, + "FN": 10827, + "FP": 36613, + "IoU": 0.17608850448948402, + "TN": 193947956, + "TP": 10139, + "n_pred": 46752, + "n_ref": 20966 + }, + "2": { + "Dice": 0.33953341000305115, + "FN": 109966, + "FP": 2596, + "IoU": 0.20448072370048412, + "TN": 193864040, + "TP": 28933, + "n_pred": 31529, + "n_ref": 138899 + }, + "3": { + "Dice": 0.6992272817805264, + "FN": 30990, + "FP": 58107, + "IoU": 0.5375476222607468, + "TN": 193812873, + "TP": 103565, + "n_pred": 161672, + "n_ref": 134555 + }, + "4": { + "Dice": 0.24414478353442157, + "FN": 18105, + "FP": 0, + "IoU": 0.13904607922392886, + "TN": 193984506, + "TP": 2924, + "n_pred": 2924, + "n_ref": 21029 + }, + "5": { + "Dice": 0.3423509695954034, + "FN": 21550, + "FP": 426, + "IoU": 0.20652801848642402, + "TN": 193977839, + "TP": 5720, + "n_pred": 6146, + "n_ref": 27270 + }, + "6": { + "Dice": 0.8822465291165735, + "FN": 167902, + "FP": 157042, + "IoU": 0.7893033232267954, + "TN": 192463299, + "TP": 1217292, + "n_pred": 1374334, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.5449791659777109, + "FN": 190135, + "FP": 30015, + "IoU": 0.37455076465892206, + "TN": 193653548, + "TP": 131837, + "n_pred": 161852, + "n_ref": 321972 + }, + "8": { + "Dice": 0.7144825206450618, + "FN": 104744, + "FP": 4477, + "IoU": 0.5557937034069603, + "TN": 193759656, + "TP": 136658, + "n_pred": 141135, + "n_ref": 241402 + }, + "9": { + "Dice": 0.8236597726492938, + "FN": 25199, + "FP": 6152, + "IoU": 0.7001883923533744, + "TN": 193900966, + "TP": 73218, + "n_pred": 79370, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8422223025744866, + "FN": 21283, + "FP": 13625, + "IoU": 0.7274473367791502, + "TN": 99527722, + "TP": 93170, + "n_pred": 106795, + "n_ref": 114453 + }, + "10": { + "Dice": 0.5905299454836161, + "FN": 41030, + "FP": 1482, + "IoU": 0.4189730342914155, + "TN": 99582633, + "TP": 30655, + "n_pred": 32137, + "n_ref": 71685 + }, + "11": { + "Dice": 0.1404135818228236, + "FN": 3367, + "FP": 0, + "IoU": 0.07550796265788029, + "TN": 99652158, + "TP": 275, + "n_pred": 275, + "n_ref": 3642 + }, + "12": { + "Dice": 0.24361493123772102, + "FN": 3072, + "FP": 8, + "IoU": 0.13870246085011187, + "TN": 99652224, + "TP": 496, + "n_pred": 504, + "n_ref": 3568 + }, + "13": { + "Dice": 0.5068718682891912, + "FN": 24188, + "FP": 17146, + "IoU": 0.3394697732393691, + "TN": 99593223, + "TP": 21243, + "n_pred": 38389, + "n_ref": 45431 + }, + "14": { + "Dice": 0.3205350276912561, + "FN": 33507, + "FP": 53968, + "IoU": 0.19085544085544084, + "TN": 99547692, + "TP": 20633, + "n_pred": 74601, + "n_ref": 54140 + }, + "15": { + "Dice": 0.11980347119757838, + "FN": 34009, + "FP": 23856, + "IoU": 0.0637185897124735, + "TN": 99593997, + "TP": 3938, + "n_pred": 27794, + "n_ref": 37947 + }, + "2": { + "Dice": 0.8084558735908863, + "FN": 12986, + "FP": 35236, + "IoU": 0.6784942795423634, + "TN": 99505812, + "TP": 101766, + "n_pred": 137002, + "n_ref": 114752 + }, + "3": { + "Dice": 0.7277054871991581, + "FN": 49821, + "FP": 5549, + "IoU": 0.5719630792065431, + "TN": 99526442, + "TP": 73988, + "n_pred": 79537, + "n_ref": 123809 + }, + "4": { + "Dice": 0.38002908385845857, + "FN": 14202, + "FP": 1146, + "IoU": 0.234590065828845, + "TN": 99635748, + "TP": 4704, + "n_pred": 5850, + "n_ref": 18906 + }, + "5": { + "Dice": 0.00635386119257087, + "FN": 6940, + "FP": 1192, + "IoU": 0.003187055650894827, + "TN": 99647642, + "TP": 26, + "n_pred": 1218, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9495790890613671, + "FN": 75853, + "FP": 59893, + "IoU": 0.9039986534662988, + "TN": 98241799, + "TP": 1278255, + "n_pred": 1338148, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.6701320282999038, + "FN": 31478, + "FP": 101915, + "IoU": 0.5039086906072416, + "TN": 99386912, + "TP": 135495, + "n_pred": 237410, + "n_ref": 166973 + }, + "8": { + "Dice": 0.916097663891979, + "FN": 5395, + "FP": 12103, + "IoU": 0.8451846936518469, + "TN": 99542775, + "TP": 95527, + "n_pred": 107630, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9067989553804603, + "FN": 14283, + "FP": 2419, + "IoU": 0.829489653201025, + "TN": 99557847, + "TP": 81251, + "n_pred": 83670, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7025286711168427, + "FN": 131503, + "FP": 135609, + "IoU": 0.5414598808295581, + "TN": 62500993, + "TP": 315415, + "n_pred": 451024, + "n_ref": 446918 + }, + "10": { + "Dice": 0.8640123359756874, + "FN": 13132, + "FP": 5035, + "IoU": 0.7605824986821297, + "TN": 63007640, + "TP": 57713, + "n_pred": 62748, + "n_ref": 70845 + }, + "11": { + "Dice": 0.3491271820448878, + "FN": 2775, + "FP": 96, + "IoU": 0.21148036253776434, + "TN": 63079879, + "TP": 770, + "n_pred": 866, + "n_ref": 3545 + }, + "12": { + "Dice": 0.34613583138173304, + "FN": 2763, + "FP": 29, + "IoU": 0.20928915321438685, + "TN": 63079989, + "TP": 739, + "n_pred": 768, + "n_ref": 3502 + }, + "13": { + "Dice": 0.15714388904940768, + "FN": 41304, + "FP": 5370, + "IoU": 0.0852719255267026, + "TN": 63032495, + "TP": 4351, + "n_pred": 9721, + "n_ref": 45655 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 63083516, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "2": { + "Dice": 0.15568791475148164, + "FN": 113438, + "FP": 816, + "IoU": 0.08441516812514024, + "TN": 62958732, + "TP": 10534, + "n_pred": 11350, + "n_ref": 123972 + }, + "3": { + "Dice": 0.6596456280427903, + "FN": 6390, + "FP": 118679, + "IoU": 0.4921427063199441, + "TN": 62837252, + "TP": 121199, + "n_pred": 239878, + "n_ref": 127589 + }, + "4": { + "Dice": 0.0, + "FN": 18029, + "FP": 0, + "IoU": 0.0, + "TN": 63065491, + "TP": 0, + "n_pred": 0, + "n_ref": 18029 + }, + "5": { + "Dice": 0.22657054582904224, + "FN": 14754, + "FP": 266, + "IoU": 0.12775842044134728, + "TN": 63066300, + "TP": 2200, + "n_pred": 2466, + "n_ref": 16954 + }, + "6": { + "Dice": 0.8443552840628405, + "FN": 259685, + "FP": 61053, + "IoU": 0.7306356983410065, + "TN": 61892798, + "TP": 869984, + "n_pred": 931037, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.6827222450425351, + "FN": 41974, + "FP": 64618, + "IoU": 0.5182826799231726, + "TN": 62862245, + "TP": 114683, + "n_pred": 179301, + "n_ref": 156657 + }, + "8": { + "Dice": 0.8173732510027341, + "FN": 28100, + "FP": 9373, + "IoU": 0.6911506539960933, + "TN": 62962189, + "TP": 83858, + "n_pred": 93231, + "n_ref": 111958 + }, + "9": { + "Dice": 0.7435985352406292, + "FN": 15780, + "FP": 2915, + "IoU": 0.5918478735481617, + "TN": 63037716, + "TP": 27109, + "n_pred": 30024, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7515974454024642, + "FN": 83886, + "FP": 67221, + "IoU": 0.6020473465346013, + "TN": 109229107, + "TP": 228604, + "n_pred": 295825, + "n_ref": 312490 + }, + "10": { + "Dice": 0.4207931330472103, + "FN": 57289, + "FP": 27058, + "IoU": 0.26645852538569914, + "TN": 109493832, + "TP": 30639, + "n_pred": 57697, + "n_ref": 87928 + }, + "11": { + "Dice": 0.3557775099018426, + "FN": 3433, + "FP": 308, + "IoU": 0.21638039379974863, + "TN": 109604044, + "TP": 1033, + "n_pred": 1341, + "n_ref": 4466 + }, + "12": { + "Dice": 0.07952941176470588, + "FN": 3912, + "FP": 0, + "IoU": 0.041411418769909336, + "TN": 109604737, + "TP": 169, + "n_pred": 169, + "n_ref": 4081 + }, + "13": { + "Dice": 0.3051606385128309, + "FN": 61901, + "FP": 24068, + "IoU": 0.18005283889858556, + "TN": 109503971, + "TP": 18878, + "n_pred": 42946, + "n_ref": 80779 + }, + "14": { + "Dice": 0.29011727777159874, + "FN": 26488, + "FP": 318170, + "IoU": 0.16967086338734624, + "TN": 109193732, + "TP": 70428, + "n_pred": 388598, + "n_ref": 96916 + }, + "15": { + "Dice": 0.656650627156391, + "FN": 46635, + "FP": 12875, + "IoU": 0.488815970313359, + "TN": 109492402, + "TP": 56906, + "n_pred": 69781, + "n_ref": 103541 + }, + "2": { + "Dice": 0.6012035870666373, + "FN": 89733, + "FP": 75208, + "IoU": 0.4298006353947364, + "TN": 109319549, + "TP": 124328, + "n_pred": 199536, + "n_ref": 214061 + }, + "3": { + "Dice": 0.6620287811553933, + "FN": 86052, + "FP": 76938, + "IoU": 0.49480046493607127, + "TN": 109286193, + "TP": 159635, + "n_pred": 236573, + "n_ref": 245687 + }, + "4": { + "Dice": 0.0, + "FN": 50290, + "FP": 891, + "IoU": 0.0, + "TN": 109557637, + "TP": 0, + "n_pred": 891, + "n_ref": 50290 + }, + "5": { + "Dice": 0.49138576779026216, + "FN": 6616, + "FP": 1532, + "IoU": 0.3257199602780536, + "TN": 109596734, + "TP": 3936, + "n_pred": 5468, + "n_ref": 10552 + }, + "6": { + "Dice": 0.7552697244981933, + "FN": 167039, + "FP": 535088, + "IoU": 0.6067738042233367, + "TN": 107823263, + "TP": 1083428, + "n_pred": 1618516, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.4053515274034142, + "FN": 880354, + "FP": 51522, + "IoU": 0.2541949115239018, + "TN": 108359328, + "TP": 317614, + "n_pred": 369136, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.8443154473964922, + "FN": 4330, + "FP": 27049, + "IoU": 0.7305760429993046, + "TN": 109492351, + "TP": 85088, + "n_pred": 112137, + "n_ref": 89418 + }, + "9": { + "Dice": 0.661876360253194, + "FN": 15362, + "FP": 25342, + "IoU": 0.49463019753423637, + "TN": 109528275, + "TP": 39839, + "n_pred": 65181, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7285952906945418, + "FN": 18210, + "FP": 12012, + "IoU": 0.5730632310561112, + "TN": 66996564, + "TP": 40566, + "n_pred": 52578, + "n_ref": 58776 + }, + "10": { + "Dice": 0.08138551159024437, + "FN": 75429, + "FP": 579, + "IoU": 0.04241889763779528, + "TN": 66987977, + "TP": 3367, + "n_pred": 3946, + "n_ref": 78796 + }, + "11": { + "Dice": 0.0, + "FN": 3126, + "FP": 0, + "IoU": 0.0, + "TN": 67064226, + "TP": 0, + "n_pred": 0, + "n_ref": 3126 + }, + "12": { + "Dice": 0.1607050285121825, + "FN": 3001, + "FP": 237, + "IoU": 0.08737316798196167, + "TN": 67063804, + "TP": 310, + "n_pred": 547, + "n_ref": 3311 + }, + "13": { + "Dice": 0.0579683087909267, + "FN": 36969, + "FP": 3398, + "IoU": 0.02984931144704271, + "TN": 67025743, + "TP": 1242, + "n_pred": 4640, + "n_ref": 38211 + }, + "14": { + "Dice": 0.8603374592421412, + "FN": 7533, + "FP": 14526, + "IoU": 0.7549054465456323, + "TN": 66977350, + "TP": 67943, + "n_pred": 82469, + "n_ref": 75476 + }, + "15": { + "Dice": 0.16348173036539268, + "FN": 26691, + "FP": 21111, + "IoU": 0.08901720885026584, + "TN": 67014879, + "TP": 4671, + "n_pred": 25782, + "n_ref": 31362 + }, + "2": { + "Dice": 6.847298398416905e-05, + "FN": 146033, + "FP": 0, + "IoU": 3.423766416959969e-05, + "TN": 66921314, + "TP": 5, + "n_pred": 5, + "n_ref": 146038 + }, + "3": { + "Dice": 0.7039611216106761, + "FN": 23483, + "FP": 91648, + "IoU": 0.5431635835535557, + "TN": 66815334, + "TP": 136887, + "n_pred": 228535, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 0, + "IoU": 0.0, + "TN": 67054313, + "TP": 0, + "n_pred": 0, + "n_ref": 13039 + }, + "5": { + "Dice": 0.0, + "FN": 8921, + "FP": 11, + "IoU": 0.0, + "TN": 67058420, + "TP": 0, + "n_pred": 11, + "n_ref": 8921 + }, + "6": { + "Dice": 0.7707348281471986, + "FN": 391975, + "FP": 17267, + "IoU": 0.6269882575339819, + "TN": 65970223, + "TP": 687887, + "n_pred": 705154, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.07414532277519024, + "FN": 337195, + "FP": 22806, + "IoU": 0.03849995726678347, + "TN": 66692936, + "TP": 14415, + "n_pred": 37221, + "n_ref": 351610 + }, + "8": { + "Dice": 0.7950699982640839, + "FN": 7852, + "FP": 32286, + "IoU": 0.6598474576271186, + "TN": 66949352, + "TP": 77862, + "n_pred": 110148, + "n_ref": 85714 + }, + "9": { + "Dice": 0.4715201958384333, + "FN": 53267, + "FP": 704, + "IoU": 0.30848964739647394, + "TN": 66989304, + "TP": 24077, + "n_pred": 24781, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6177356478108358, + "FN": 97976, + "FP": 3808, + "IoU": 0.4469012362450754, + "TN": 74335255, + "TP": 82241, + "n_pred": 86049, + "n_ref": 180217 + }, + "10": { + "Dice": 0.36903284567655265, + "FN": 39942, + "FP": 15479, + "IoU": 0.22626626458926677, + "TN": 74447652, + "TP": 16207, + "n_pred": 31686, + "n_ref": 56149 + }, + "11": { + "Dice": 0.011156782149148562, + "FN": 3368, + "FP": 0, + "IoU": 0.005609684086211987, + "TN": 74515893, + "TP": 19, + "n_pred": 19, + "n_ref": 3387 + }, + "12": { + "Dice": 0.4598565083703451, + "FN": 1528, + "FP": 53, + "IoU": 0.2985803016858917, + "TN": 74517026, + "TP": 673, + "n_pred": 726, + "n_ref": 2201 + }, + "13": { + "Dice": 0.13332777627274053, + "FN": 39691, + "FP": 1898, + "IoU": 0.07142538179869608, + "TN": 74474492, + "TP": 3199, + "n_pred": 5097, + "n_ref": 42890 + }, + "14": { + "Dice": 0.40051642102820006, + "FN": 18120, + "FP": 23206, + "IoU": 0.2504035841903829, + "TN": 74464149, + "TP": 13805, + "n_pred": 37011, + "n_ref": 31925 + }, + "15": { + "Dice": 0.4766411356618679, + "FN": 18473, + "FP": 7629, + "IoU": 0.31288828050963463, + "TN": 74481292, + "TP": 11886, + "n_pred": 19515, + "n_ref": 30359 + }, + "2": { + "Dice": 0.03725862353523684, + "FN": 138199, + "FP": 1799, + "IoU": 0.01898295108158675, + "TN": 74376573, + "TP": 2709, + "n_pred": 4508, + "n_ref": 140908 + }, + "3": { + "Dice": 0.5228670258799699, + "FN": 58068, + "FP": 120009, + "IoU": 0.3539742426990749, + "TN": 74243630, + "TP": 97573, + "n_pred": 217582, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0, + "FN": 13278, + "FP": 0, + "IoU": 0.0, + "TN": 74506002, + "TP": 0, + "n_pred": 0, + "n_ref": 13278 + }, + "5": { + "Dice": 0.29819396928952185, + "FN": 8280, + "FP": 541, + "IoU": 0.17522206638616175, + "TN": 74508585, + "TP": 1874, + "n_pred": 2415, + "n_ref": 10154 + }, + "6": { + "Dice": 0.8381467218309165, + "FN": 393789, + "FP": 74364, + "IoU": 0.7213877497094274, + "TN": 72838977, + "TP": 1212150, + "n_pred": 1286514, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.47302961766289714, + "FN": 112290, + "FP": 10033, + "IoU": 0.3097830993544892, + "TN": 74342056, + "TP": 54901, + "n_pred": 64934, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9539977416510697, + "FN": 2704, + "FP": 3244, + "IoU": 0.9120417609393254, + "TN": 74451657, + "TP": 61675, + "n_pred": 64919, + "n_ref": 64379 + }, + "9": { + "Dice": 0.773615842188215, + "FN": 31993, + "FP": 3629, + "IoU": 0.6308103682361355, + "TN": 74422793, + "TP": 60865, + "n_pred": 64494, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6236934663717953, + "FN": 144875, + "FP": 21708, + "IoU": 0.45316464837787357, + "TN": 65746549, + "TP": 138048, + "n_pred": 159756, + "n_ref": 282923 + }, + "10": { + "Dice": 0.1706476782598684, + "FN": 73899, + "FP": 19744, + "IoU": 0.09328311240644092, + "TN": 65947903, + "TP": 9634, + "n_pred": 29378, + "n_ref": 83533 + }, + "11": { + "Dice": 0.01097752221641401, + "FN": 3616, + "FP": 168, + "IoU": 0.005519053876478318, + "TN": 66047375, + "TP": 21, + "n_pred": 189, + "n_ref": 3637 + }, + "12": { + "Dice": 0.011385199240986717, + "FN": 3005, + "FP": 642, + "IoU": 0.0057251908396946565, + "TN": 66047512, + "TP": 21, + "n_pred": 663, + "n_ref": 3026 + }, + "13": { + "Dice": 0.5386776595875201, + "FN": 25673, + "FP": 11928, + "IoU": 0.3686234341941767, + "TN": 65991626, + "TP": 21953, + "n_pred": 33881, + "n_ref": 47626 + }, + "14": { + "Dice": 0.2267317285479929, + "FN": 4491, + "FP": 365057, + "IoU": 0.12786092899656853, + "TN": 65627454, + "TP": 54178, + "n_pred": 419235, + "n_ref": 58669 + }, + "15": { + "Dice": 0.6790043241547734, + "FN": 9443, + "FP": 4884, + "IoU": 0.5140094979647218, + "TN": 66021700, + "TP": 15153, + "n_pred": 20037, + "n_ref": 24596 + }, + "2": { + "Dice": 0.6763530069208614, + "FN": 41678, + "FP": 56199, + "IoU": 0.5109768771109379, + "TN": 65851032, + "TP": 102271, + "n_pred": 158470, + "n_ref": 143949 + }, + "3": { + "Dice": 0.5877523543314577, + "FN": 76503, + "FP": 36175, + "IoU": 0.4161822157283344, + "TN": 65858178, + "TP": 80324, + "n_pred": 116499, + "n_ref": 156827 + }, + "4": { + "Dice": 0.5716564618668919, + "FN": 17344, + "FP": 915, + "IoU": 0.40022336826199784, + "TN": 66020737, + "TP": 12184, + "n_pred": 13099, + "n_ref": 29528 + }, + "5": { + "Dice": 0.2965096577431379, + "FN": 8229, + "FP": 75, + "IoU": 0.17406007559180425, + "TN": 66041126, + "TP": 1750, + "n_pred": 1825, + "n_ref": 9979 + }, + "6": { + "Dice": 0.8812588492135413, + "FN": 65581, + "FP": 192553, + "IoU": 0.7877236379425474, + "TN": 64835152, + "TP": 957894, + "n_pred": 1150447, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.38995792525431866, + "FN": 733612, + "FP": 26426, + "IoU": 0.24220356186400627, + "TN": 65048222, + "TP": 242920, + "n_pred": 269346, + "n_ref": 976532 + }, + "8": { + "Dice": 0.8670442962888699, + "FN": 3463, + "FP": 20408, + "IoU": 0.765294082944959, + "TN": 65949474, + "TP": 77835, + "n_pred": 98243, + "n_ref": 81298 + }, + "9": { + "Dice": 0.8215845389147385, + "FN": 18349, + "FP": 4121, + "IoU": 0.6971942969571193, + "TN": 65976974, + "TP": 51736, + "n_pred": 55857, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8586374645126503, + "FN": 9531, + "FP": 37922, + "IoU": 0.7522916144658816, + "TN": 113280972, + "TP": 144115, + "n_pred": 182037, + "n_ref": 153646 + }, + "10": { + "Dice": 0.7636636096625308, + "FN": 16865, + "FP": 22563, + "IoU": 0.6176827080646569, + "TN": 113369411, + "TP": 63701, + "n_pred": 86264, + "n_ref": 80566 + }, + "11": { + "Dice": 0.27827418943068677, + "FN": 2685, + "FP": 142, + "IoU": 0.16162514827995256, + "TN": 113469168, + "TP": 545, + "n_pred": 687, + "n_ref": 3230 + }, + "12": { + "Dice": 0.6133066533266633, + "FN": 2244, + "FP": 75, + "IoU": 0.4422799422799423, + "TN": 113468382, + "TP": 1839, + "n_pred": 1914, + "n_ref": 4083 + }, + "13": { + "Dice": 0.23343257869408085, + "FN": 64410, + "FP": 17464, + "IoU": 0.13213907144371423, + "TN": 113378200, + "TP": 12466, + "n_pred": 29930, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9157465907669211, + "FN": 29369, + "FP": 13731, + "IoU": 0.8445872366817392, + "TN": 113195214, + "TP": 234226, + "n_pred": 247957, + "n_ref": 263595 + }, + "15": { + "Dice": 0.2885598763229873, + "FN": 12177, + "FP": 35683, + "IoU": 0.16860646909634158, + "TN": 113414974, + "TP": 9706, + "n_pred": 45389, + "n_ref": 21883 + }, + "2": { + "Dice": 0.3998427720497082, + "FN": 94028, + "FP": 5217, + "IoU": 0.24987717773326784, + "TN": 113340235, + "TP": 33060, + "n_pred": 38277, + "n_ref": 127088 + }, + "3": { + "Dice": 0.729647595114254, + "FN": 32905, + "FP": 31859, + "IoU": 0.5743662878962138, + "TN": 113320381, + "TP": 87395, + "n_pred": 119254, + "n_ref": 120300 + }, + "4": { + "Dice": 0.7253677293349338, + "FN": 13265, + "FP": 234, + "IoU": 0.5690799974462109, + "TN": 113441214, + "TP": 17827, + "n_pred": 18061, + "n_ref": 31092 + }, + "5": { + "Dice": 0.15579620291532337, + "FN": 29999, + "FP": 638, + "IoU": 0.08447884293569209, + "TN": 113439076, + "TP": 2827, + "n_pred": 3465, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9380713378954407, + "FN": 106878, + "FP": 30008, + "IoU": 0.8833656829982771, + "TN": 112298906, + "TP": 1036748, + "n_pred": 1066756, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.7040733310762669, + "FN": 78690, + "FP": 38436, + "IoU": 0.5432972003431334, + "TN": 113216080, + "TP": 139334, + "n_pred": 177770, + "n_ref": 218024 + }, + "8": { + "Dice": 0.6639896577183363, + "FN": 100809, + "FP": 14332, + "IoU": 0.49699439944780827, + "TN": 113243634, + "TP": 113765, + "n_pred": 128097, + "n_ref": 214574 + }, + "9": { + "Dice": 0.6276205208718139, + "FN": 51872, + "FP": 12642, + "IoU": 0.45732286908757497, + "TN": 113353659, + "TP": 54367, + "n_pred": 67009, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6491080904174531, + "FN": 25045, + "FP": 85387, + "IoU": 0.48050335175820297, + "TN": 74984153, + "TP": 102143, + "n_pred": 187530, + "n_ref": 127188 + }, + "10": { + "Dice": 0.5156718676903602, + "FN": 62577, + "FP": 7823, + "IoU": 0.34741096423737927, + "TN": 75088850, + "TP": 37478, + "n_pred": 45301, + "n_ref": 100055 + }, + "11": { + "Dice": 0.06866485013623978, + "FN": 3418, + "FP": 0, + "IoU": 0.035553047404063204, + "TN": 75193184, + "TP": 126, + "n_pred": 126, + "n_ref": 3544 + }, + "12": { + "Dice": 0.0764294049008168, + "FN": 2975, + "FP": 191, + "IoU": 0.0397330906885047, + "TN": 75193431, + "TP": 131, + "n_pred": 322, + "n_ref": 3106 + }, + "13": { + "Dice": 0.2709426627793975, + "FN": 44805, + "FP": 11460, + "IoU": 0.15669964028776978, + "TN": 75130008, + "TP": 10455, + "n_pred": 21915, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9488851624122725, + "FN": 3193, + "FP": 10798, + "IoU": 0.9027416686362562, + "TN": 75052874, + "TP": 129863, + "n_pred": 140661, + "n_ref": 133056 + }, + "15": { + "Dice": 0.25007580504962706, + "FN": 61441, + "FP": 12755, + "IoU": 0.14290665034019892, + "TN": 75110161, + "TP": 12371, + "n_pred": 25126, + "n_ref": 73812 + }, + "2": { + "Dice": 0.0018698349222380697, + "FN": 146175, + "FP": 88, + "IoU": 0.0009357923497267759, + "TN": 75050328, + "TP": 137, + "n_pred": 225, + "n_ref": 146312 + }, + "3": { + "Dice": 0.648580784491926, + "FN": 9067, + "FP": 140963, + "IoU": 0.47992567890792365, + "TN": 74908250, + "TP": 138448, + "n_pred": 279411, + "n_ref": 147515 + }, + "4": { + "Dice": 0.807776393427208, + "FN": 7782, + "FP": 395, + "IoU": 0.6775376606987933, + "TN": 75171370, + "TP": 17181, + "n_pred": 17576, + "n_ref": 24963 + }, + "5": { + "Dice": 0.07833988212180747, + "FN": 7382, + "FP": 124, + "IoU": 0.0407667731629393, + "TN": 75188903, + "TP": 319, + "n_pred": 443, + "n_ref": 7701 + }, + "6": { + "Dice": 0.8637089170284082, + "FN": 114247, + "FP": 246253, + "IoU": 0.7601123778685869, + "TN": 73693941, + "TP": 1142287, + "n_pred": 1388540, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.6811516102739588, + "FN": 50695, + "FP": 43973, + "IoU": 0.5164745361030099, + "TN": 75000941, + "TP": 101119, + "n_pred": 145092, + "n_ref": 151814 + }, + "8": { + "Dice": 0.8312081465819341, + "FN": 14174, + "FP": 14485, + "IoU": 0.7111686688704346, + "TN": 75097504, + "TP": 70565, + "n_pred": 85050, + "n_ref": 84739 + }, + "9": { + "Dice": 0.7455450337337004, + "FN": 27948, + "FP": 5694, + "IoU": 0.5943178940513946, + "TN": 75113801, + "TP": 49285, + "n_pred": 54979, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8295696377481173, + "FN": 57390, + "FP": 7719, + "IoU": 0.7087731696843913, + "TN": 86704304, + "TP": 158459, + "n_pred": 166178, + "n_ref": 215849 + }, + "10": { + "Dice": 0.5279628134937229, + "FN": 41682, + "FP": 6859, + "IoU": 0.35866132889399766, + "TN": 86852185, + "TP": 27146, + "n_pred": 34005, + "n_ref": 68828 + }, + "11": { + "Dice": 0.28079197737207506, + "FN": 2044, + "FP": 753, + "IoU": 0.16332635357463357, + "TN": 86924529, + "TP": 546, + "n_pred": 1299, + "n_ref": 2590 + }, + "12": { + "Dice": 0.07873736478098954, + "FN": 4693, + "FP": 502, + "IoU": 0.04098209340963633, + "TN": 86922455, + "TP": 222, + "n_pred": 724, + "n_ref": 4915 + }, + "13": { + "Dice": 0.44284069892264516, + "FN": 38241, + "FP": 4838, + "IoU": 0.28439010614794263, + "TN": 86867673, + "TP": 17120, + "n_pred": 21958, + "n_ref": 55361 + }, + "14": { + "Dice": 0.2854281050600979, + "FN": 14032, + "FP": 332684, + "IoU": 0.16647193734043014, + "TN": 86511910, + "TP": 69246, + "n_pred": 401930, + "n_ref": 83278 + }, + "15": { + "Dice": 0.4923839669826169, + "FN": 106342, + "FP": 9764, + "IoU": 0.32659772528230974, + "TN": 86755455, + "TP": 56311, + "n_pred": 66075, + "n_ref": 162653 + }, + "2": { + "Dice": 0.6089266543200524, + "FN": 7661, + "FP": 142054, + "IoU": 0.4377387117732553, + "TN": 86661599, + "TP": 116558, + "n_pred": 258612, + "n_ref": 124219 + }, + "3": { + "Dice": 0.40221498371335507, + "FN": 127133, + "FP": 1331, + "IoU": 0.2517328549294626, + "TN": 86756190, + "TP": 43218, + "n_pred": 44549, + "n_ref": 170351 + }, + "4": { + "Dice": 0.49585582522208527, + "FN": 10689, + "FP": 1172, + "IoU": 0.3296597716740138, + "TN": 86910178, + "TP": 5833, + "n_pred": 7005, + "n_ref": 16522 + }, + "5": { + "Dice": 0.43619883869140347, + "FN": 3933, + "FP": 48, + "IoU": 0.27893497554790797, + "TN": 86922351, + "TP": 1540, + "n_pred": 1588, + "n_ref": 5473 + }, + "6": { + "Dice": 0.8504119418954016, + "FN": 67905, + "FP": 321333, + "IoU": 0.7397536325294921, + "TN": 85432220, + "TP": 1106414, + "n_pred": 1427747, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.2635676120016441, + "FN": 862892, + "FP": 32978, + "IoU": 0.15178685552247, + "TN": 85871687, + "TP": 160315, + "n_pred": 193293, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9532855923713406, + "FN": 3004, + "FP": 2032, + "IoU": 0.9107408720311946, + "TN": 86871452, + "TP": 51384, + "n_pred": 53416, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8338339805113928, + "FN": 5236, + "FP": 12908, + "IoU": 0.7150216749387447, + "TN": 86864204, + "TP": 45524, + "n_pred": 58432, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4611643533335087, + "FN": 9570, + "FP": 174791, + "IoU": 0.2996839554194808, + "TN": 37486346, + "TP": 78893, + "n_pred": 253684, + "n_ref": 88463 + }, + "10": { + "Dice": 0.493802944409717, + "FN": 36335, + "FP": 10633, + "IoU": 0.32784750347038366, + "TN": 37679723, + "TP": 22909, + "n_pred": 33542, + "n_ref": 59244 + }, + "11": { + "Dice": 0.5561412756984713, + "FN": 1533, + "FP": 151, + "IoU": 0.38517707192405987, + "TN": 37746861, + "TP": 1055, + "n_pred": 1206, + "n_ref": 2588 + }, + "12": { + "Dice": 0.007992007992007992, + "FN": 2905, + "FP": 74, + "IoU": 0.004012036108324975, + "TN": 37746609, + "TP": 12, + "n_pred": 86, + "n_ref": 2917 + }, + "13": { + "Dice": 0.4890049828934853, + "FN": 27662, + "FP": 8333, + "IoU": 0.3236311022586343, + "TN": 37696382, + "TP": 17223, + "n_pred": 25556, + "n_ref": 44885 + }, + "14": { + "Dice": 0.20308891299589635, + "FN": 15374, + "FP": 650913, + "IoU": 0.11302112523246542, + "TN": 36998413, + "TP": 84900, + "n_pred": 735813, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 18618, + "IoU": 0.0, + "TN": 37730982, + "TP": 0, + "n_pred": 18618, + "n_ref": 0 + }, + "2": { + "Dice": 0.0016146393972012918, + "FN": 100151, + "FP": 19, + "IoU": 0.0008079719903043361, + "TN": 37649349, + "TP": 81, + "n_pred": 100, + "n_ref": 100232 + }, + "3": { + "Dice": 0.7284752126545255, + "FN": 16718, + "FP": 36941, + "IoU": 0.5729146768545049, + "TN": 37623960, + "TP": 71981, + "n_pred": 108922, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 0, + "IoU": 0.0, + "TN": 37737906, + "TP": 0, + "n_pred": 0, + "n_ref": 11694 + }, + "5": { + "Dice": 0.3281769793745842, + "FN": 8076, + "FP": 2, + "IoU": 0.19629887573375784, + "TN": 37739549, + "TP": 1973, + "n_pred": 1975, + "n_ref": 10049 + }, + "6": { + "Dice": 0.7065408082337846, + "FN": 328711, + "FP": 15038, + "IoU": 0.5462412828571768, + "TN": 36992041, + "TP": 413810, + "n_pred": 428848, + "n_ref": 742521 + }, + "7": { + "Dice": 0.6682892428982153, + "FN": 160497, + "FP": 22949, + "IoU": 0.5018276223529348, + "TN": 37381362, + "TP": 184792, + "n_pred": 207741, + "n_ref": 345289 + }, + "8": { + "Dice": 0.8807880356629278, + "FN": 4586, + "FP": 15310, + "IoU": 0.786971604779648, + "TN": 37656204, + "TP": 73500, + "n_pred": 88810, + "n_ref": 78086 + }, + "9": { + "Dice": 0.727349835941162, + "FN": 22185, + "FP": 2245, + "IoU": 0.5715237827978111, + "TN": 37692584, + "TP": 32586, + "n_pred": 34831, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7598234444199367, + "FN": 44731, + "FP": 52180, + "IoU": 0.6126736076417337, + "TN": 75656483, + "TP": 153294, + "n_pred": 205474, + "n_ref": 198025 + }, + "10": { + "Dice": 0.6897562106727658, + "FN": 48669, + "FP": 10201, + "IoU": 0.5264334899285669, + "TN": 75782376, + "TP": 65442, + "n_pred": 75643, + "n_ref": 114111 + }, + "11": { + "Dice": 0.477359693877551, + "FN": 2845, + "FP": 433, + "IoU": 0.31350785340314136, + "TN": 75901913, + "TP": 1497, + "n_pred": 1930, + "n_ref": 4342 + }, + "12": { + "Dice": 0.008555713994703605, + "FN": 4563, + "FP": 304, + "IoU": 0.004296235679214402, + "TN": 75901800, + "TP": 21, + "n_pred": 325, + "n_ref": 4584 + }, + "13": { + "Dice": 0.5449928104271998, + "FN": 18002, + "FP": 21236, + "IoU": 0.3745636546216746, + "TN": 75843951, + "TP": 23499, + "n_pred": 44735, + "n_ref": 41501 + }, + "14": { + "Dice": 0.8908464046280073, + "FN": 4952, + "FP": 24143, + "IoU": 0.8031767722208317, + "TN": 75758865, + "TP": 118728, + "n_pred": 142871, + "n_ref": 123680 + }, + "15": { + "Dice": 0.3812029421756615, + "FN": 139019, + "FP": 17627, + "IoU": 0.2354853193815399, + "TN": 75701792, + "TP": 48250, + "n_pred": 65877, + "n_ref": 187269 + }, + "2": { + "Dice": 0.6785079172802405, + "FN": 17393, + "FP": 148748, + "IoU": 0.5134407736168991, + "TN": 75565227, + "TP": 175320, + "n_pred": 324068, + "n_ref": 192713 + }, + "3": { + "Dice": 0.48580087169708525, + "FN": 165634, + "FP": 15578, + "IoU": 0.32083024129168636, + "TN": 75639874, + "TP": 85602, + "n_pred": 101180, + "n_ref": 251236 + }, + "4": { + "Dice": 0.8447145199230166, + "FN": 6476, + "FP": 2238, + "IoU": 0.731173839271942, + "TN": 75874273, + "TP": 23701, + "n_pred": 25939, + "n_ref": 30177 + }, + "5": { + "Dice": 0.47422048571209685, + "FN": 6534, + "FP": 329, + "IoU": 0.3108053826069492, + "TN": 75896730, + "TP": 3095, + "n_pred": 3424, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9243544106684239, + "FN": 130340, + "FP": 127707, + "IoU": 0.8593484878628407, + "TN": 74072033, + "TP": 1576608, + "n_pred": 1704315, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.782738356660361, + "FN": 91055, + "FP": 10356, + "IoU": 0.6430321377028406, + "TN": 75622598, + "TP": 182679, + "n_pred": 193035, + "n_ref": 273734 + }, + "8": { + "Dice": 0.936119428431383, + "FN": 3895, + "FP": 8095, + "IoU": 0.8799102582079686, + "TN": 75806846, + "TP": 87852, + "n_pred": 95947, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8114558795657001, + "FN": 17807, + "FP": 10047, + "IoU": 0.682730969439477, + "TN": 75818895, + "TP": 59939, + "n_pred": 69986, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7746585271238694, + "FN": 19164, + "FP": 24984, + "IoU": 0.6321980805118635, + "TN": 61267718, + "TP": 75884, + "n_pred": 100868, + "n_ref": 95048 + }, + "10": { + "Dice": 0.774489810074777, + "FN": 22227, + "FP": 10283, + "IoU": 0.6319733743886977, + "TN": 61299414, + "TP": 55826, + "n_pred": 66109, + "n_ref": 78053 + }, + "11": { + "Dice": 0.5028142589118199, + "FN": 2136, + "FP": 249, + "IoU": 0.3358395989974937, + "TN": 61384159, + "TP": 1206, + "n_pred": 1455, + "n_ref": 3342 + }, + "12": { + "Dice": 0.45375457875457875, + "FN": 2378, + "FP": 8, + "IoU": 0.2934557299378146, + "TN": 61384373, + "TP": 991, + "n_pred": 999, + "n_ref": 3369 + }, + "13": { + "Dice": 0.09047626023644541, + "FN": 36367, + "FP": 25718, + "IoU": 0.04738158439844721, + "TN": 61322577, + "TP": 3088, + "n_pred": 28806, + "n_ref": 39455 + }, + "14": { + "Dice": 0.6200441571516145, + "FN": 4255, + "FP": 71982, + "IoU": 0.44932173762297567, + "TN": 61249308, + "TP": 62205, + "n_pred": 134187, + "n_ref": 66460 + }, + "15": { + "Dice": 0.6033769428603377, + "FN": 23845, + "FP": 984, + "IoU": 0.43202562049639714, + "TN": 61344035, + "TP": 18886, + "n_pred": 19870, + "n_ref": 42731 + }, + "2": { + "Dice": 0.18602998649896965, + "FN": 118765, + "FP": 7240, + "IoU": 0.10255405828893764, + "TN": 61247346, + "TP": 14399, + "n_pred": 21639, + "n_ref": 133164 + }, + "3": { + "Dice": 0.8102298368961448, + "FN": 28233, + "FP": 21134, + "IoU": 0.6809969370743244, + "TN": 61232996, + "TP": 105387, + "n_pred": 126521, + "n_ref": 133620 + }, + "4": { + "Dice": 0.49494550623914074, + "FN": 12709, + "FP": 81, + "IoU": 0.32885553864721623, + "TN": 61368693, + "TP": 6267, + "n_pred": 6348, + "n_ref": 18976 + }, + "5": { + "Dice": 0.07582280238855714, + "FN": 26603, + "FP": 17, + "IoU": 0.03940531177829099, + "TN": 61360038, + "TP": 1092, + "n_pred": 1109, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9197877838839896, + "FN": 114498, + "FP": 39020, + "IoU": 0.8514880411102556, + "TN": 60354042, + "TP": 880190, + "n_pred": 919210, + "n_ref": 994688 + }, + "7": { + "Dice": 0.5148039515080927, + "FN": 107647, + "FP": 28991, + "IoU": 0.3466235666535964, + "TN": 61178624, + "TP": 72488, + "n_pred": 101479, + "n_ref": 180135 + }, + "8": { + "Dice": 0.6246430771302528, + "FN": 121073, + "FP": 29444, + "IoU": 0.4541679812298509, + "TN": 61111993, + "TP": 125240, + "n_pred": 154684, + "n_ref": 246313 + }, + "9": { + "Dice": 0.8021537907917446, + "FN": 19531, + "FP": 10158, + "IoU": 0.669663421418637, + "TN": 61297875, + "TP": 60186, + "n_pred": 70344, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8666360053564123, + "FN": 14983, + "FP": 37502, + "IoU": 0.7646581411199197, + "TN": 39525784, + "TP": 170531, + "n_pred": 208033, + "n_ref": 185514 + }, + "10": { + "Dice": 0.3267955444440532, + "FN": 37911, + "FP": 19444, + "IoU": 0.1953111846904989, + "TN": 39677524, + "TP": 13921, + "n_pred": 33365, + "n_ref": 51832 + }, + "11": { + "Dice": 0.328537797541198, + "FN": 2403, + "FP": 164, + "IoU": 0.19655712050078247, + "TN": 39745605, + "TP": 628, + "n_pred": 792, + "n_ref": 3031 + }, + "12": { + "Dice": 0.46500331198940165, + "FN": 2407, + "FP": 16, + "IoU": 0.3029344073647871, + "TN": 39745324, + "TP": 1053, + "n_pred": 1069, + "n_ref": 3460 + }, + "13": { + "Dice": 0.4555393928018394, + "FN": 29249, + "FP": 5560, + "IoU": 0.2949504770006684, + "TN": 39699429, + "TP": 14562, + "n_pred": 20122, + "n_ref": 43811 + }, + "14": { + "Dice": 0.042632672485562094, + "FN": 24397, + "FP": 376940, + "IoU": 0.02178061924620923, + "TN": 39338527, + "TP": 8936, + "n_pred": 385876, + "n_ref": 33333 + }, + "15": { + "Dice": 0.49095970046309984, + "FN": 31785, + "FP": 9545, + "IoU": 0.32534565220939915, + "TN": 39687539, + "TP": 19931, + "n_pred": 29476, + "n_ref": 51716 + }, + "2": { + "Dice": 0.04682761934746226, + "FN": 115021, + "FP": 25, + "IoU": 0.023975159495045473, + "TN": 39630928, + "TP": 2826, + "n_pred": 2851, + "n_ref": 117847 + }, + "3": { + "Dice": 0.7341017927487068, + "FN": 8113, + "FP": 83281, + "IoU": 0.5799058633179504, + "TN": 39531244, + "TP": 126162, + "n_pred": 209443, + "n_ref": 134275 + }, + "4": { + "Dice": 0.6671323591047529, + "FN": 11835, + "FP": 78, + "IoU": 0.5005240870403757, + "TN": 39724949, + "TP": 11938, + "n_pred": 12016, + "n_ref": 23773 + }, + "5": { + "Dice": 0.6385208012326656, + "FN": 3416, + "FP": 103, + "IoU": 0.46899049343594384, + "TN": 39742173, + "TP": 3108, + "n_pred": 3211, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9388095908994043, + "FN": 66714, + "FP": 45557, + "IoU": 0.8846759100424642, + "TN": 38775274, + "TP": 861255, + "n_pred": 906812, + "n_ref": 927969 + }, + "7": { + "Dice": 0.2716655466505505, + "FN": 611611, + "FP": 34343, + "IoU": 0.15718343525703168, + "TN": 38982377, + "TP": 120469, + "n_pred": 154812, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9467103003858353, + "FN": 2669, + "FP": 2607, + "IoU": 0.8988128344297194, + "TN": 39696659, + "TP": 46865, + "n_pred": 49472, + "n_ref": 49534 + }, + "9": { + "Dice": 0.8479231033299004, + "FN": 8284, + "FP": 3677, + "IoU": 0.7359952324195471, + "TN": 39703494, + "TP": 33345, + "n_pred": 37022, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5831381733021077, + "FN": 9806, + "FP": 114794, + "IoU": 0.4115702479338843, + "TN": 101184858, + "TP": 87150, + "n_pred": 201944, + "n_ref": 96956 + }, + "10": { + "Dice": 0.5313921968750952, + "FN": 38773, + "FP": 38156, + "IoU": 0.3618339734709283, + "TN": 101276061, + "TP": 43618, + "n_pred": 81774, + "n_ref": 82391 + }, + "11": { + "Dice": 0.4311849141570504, + "FN": 3997, + "FP": 45, + "IoU": 0.2748475062791532, + "TN": 101391034, + "TP": 1532, + "n_pred": 1577, + "n_ref": 5529 + }, + "12": { + "Dice": 0.4397100162745968, + "FN": 3739, + "FP": 48, + "IoU": 0.28181300967191353, + "TN": 101391335, + "TP": 1486, + "n_pred": 1534, + "n_ref": 5225 + }, + "13": { + "Dice": 0.6500463076719527, + "FN": 15553, + "FP": 21477, + "IoU": 0.4815323009716894, + "TN": 101325186, + "TP": 34392, + "n_pred": 55869, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9157573638457179, + "FN": 23657, + "FP": 4291, + "IoU": 0.8446055645753174, + "TN": 101216756, + "TP": 151904, + "n_pred": 156195, + "n_ref": 175561 + }, + "15": { + "Dice": 0.5287574178117738, + "FN": 15157, + "FP": 5728, + "IoU": 0.359395129133182, + "TN": 101364006, + "TP": 11717, + "n_pred": 17445, + "n_ref": 26874 + }, + "2": { + "Dice": 0.15682465617631008, + "FN": 166077, + "FP": 2338, + "IoU": 0.08508395943002113, + "TN": 101212531, + "TP": 15662, + "n_pred": 18000, + "n_ref": 181739 + }, + "3": { + "Dice": 0.6408103251102761, + "FN": 20086, + "FP": 144809, + "IoU": 0.4714649742776095, + "TN": 101084623, + "TP": 147090, + "n_pred": 291899, + "n_ref": 167176 + }, + "4": { + "Dice": 0.5341232592136647, + "FN": 3204, + "FP": 8906, + "IoU": 0.3643711946252362, + "TN": 101377556, + "TP": 6942, + "n_pred": 15848, + "n_ref": 10146 + }, + "5": { + "Dice": 0.1819376026272578, + "FN": 34638, + "FP": 236, + "IoU": 0.10007225433526011, + "TN": 101357856, + "TP": 3878, + "n_pred": 4114, + "n_ref": 38516 + }, + "6": { + "Dice": 0.8900062459429315, + "FN": 198265, + "FP": 205190, + "IoU": 0.8018119405536523, + "TN": 99360890, + "TP": 1632263, + "n_pred": 1837453, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.5661183426551796, + "FN": 237734, + "FP": 104524, + "IoU": 0.39481524835423654, + "TN": 100831065, + "TP": 223285, + "n_pred": 327809, + "n_ref": 461019 + }, + "8": { + "Dice": 0.6141101414384592, + "FN": 128176, + "FP": 32113, + "IoU": 0.4431161232941438, + "TN": 101108776, + "TP": 127543, + "n_pred": 159656, + "n_ref": 255719 + }, + "9": { + "Dice": 0.8381435058419361, + "FN": 12696, + "FP": 15855, + "IoU": 0.7213829849522806, + "TN": 101294134, + "TP": 73923, + "n_pred": 89778, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4246046407174784, + "FN": 158383, + "FP": 471, + "IoU": 0.26952259203737594, + "TN": 73666038, + "TP": 58612, + "n_pred": 59083, + "n_ref": 216995 + }, + "10": { + "Dice": 0.11511646836491297, + "FN": 67709, + "FP": 57310, + "IoU": 0.06107351803591411, + "TN": 73750353, + "TP": 8132, + "n_pred": 65442, + "n_ref": 75841 + }, + "11": { + "Dice": 0.5649587411245443, + "FN": 3315, + "FP": 1219, + "IoU": 0.393688151912276, + "TN": 73876026, + "TP": 2944, + "n_pred": 4163, + "n_ref": 6259 + }, + "12": { + "Dice": 0.0, + "FN": 5541, + "FP": 0, + "IoU": 0.0, + "TN": 73877963, + "TP": 0, + "n_pred": 0, + "n_ref": 5541 + }, + "13": { + "Dice": 0.08466121329613693, + "FN": 57658, + "FP": 19776, + "IoU": 0.044201691044868235, + "TN": 73802489, + "TP": 3581, + "n_pred": 23357, + "n_ref": 61239 + }, + "14": { + "Dice": 0.36015482257909415, + "FN": 11256, + "FP": 308124, + "IoU": 0.21962733283488, + "TN": 73474238, + "TP": 89886, + "n_pred": 398010, + "n_ref": 101142 + }, + "15": { + "Dice": 0.7047636236477874, + "FN": 97219, + "FP": 7473, + "IoU": 0.5441196962307532, + "TN": 73653856, + "TP": 124956, + "n_pred": 132429, + "n_ref": 222175 + }, + "2": { + "Dice": 0.34682893693026084, + "FN": 118038, + "FP": 156964, + "IoU": 0.20979615762584264, + "TN": 73535490, + "TP": 73012, + "n_pred": 229976, + "n_ref": 191050 + }, + "3": { + "Dice": 0.28235747821758644, + "FN": 156048, + "FP": 3987, + "IoU": 0.1643866372873568, + "TN": 73691986, + "TP": 31483, + "n_pred": 35470, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 357, + "IoU": 0.0, + "TN": 73835259, + "TP": 0, + "n_pred": 357, + "n_ref": 47888 + }, + "5": { + "Dice": 0.043699645504350626, + "FN": 14789, + "FP": 48, + "IoU": 0.022337901950448075, + "TN": 73868328, + "TP": 339, + "n_pred": 387, + "n_ref": 15128 + }, + "6": { + "Dice": 0.6545603990644044, + "FN": 452649, + "FP": 865315, + "IoU": 0.4865029976888108, + "TN": 71316860, + "TP": 1248680, + "n_pred": 2113995, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.24699769125760407, + "FN": 133336, + "FP": 106060, + "IoU": 0.14089980944451821, + "TN": 73604845, + "TP": 39263, + "n_pred": 145323, + "n_ref": 172599 + }, + "8": { + "Dice": 0.6623698000905739, + "FN": 38494, + "FP": 3256, + "IoU": 0.49518155326892616, + "TN": 73800801, + "TP": 40953, + "n_pred": 44209, + "n_ref": 79447 + }, + "9": { + "Dice": 0.6647313385487433, + "FN": 34653, + "FP": 21360, + "IoU": 0.4978259115482199, + "TN": 73771963, + "TP": 55528, + "n_pred": 76888, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7019269653341129, + "FN": 43275, + "FP": 79081, + "IoU": 0.5407453560691081, + "TN": 69229353, + "TP": 144067, + "n_pred": 223148, + "n_ref": 187342 + }, + "10": { + "Dice": 0.3806815770487629, + "FN": 45048, + "FP": 27917, + "IoU": 0.2350875353810672, + "TN": 69400386, + "TP": 22425, + "n_pred": 50342, + "n_ref": 67473 + }, + "11": { + "Dice": 0.6422307962118555, + "FN": 1630, + "FP": 410, + "IoU": 0.47300439163006974, + "TN": 69491905, + "TP": 1831, + "n_pred": 2241, + "n_ref": 3461 + }, + "12": { + "Dice": 0.415992384578772, + "FN": 2278, + "FP": 176, + "IoU": 0.2626201923076923, + "TN": 69492448, + "TP": 874, + "n_pred": 1050, + "n_ref": 3152 + }, + "13": { + "Dice": 0.4423330613614354, + "FN": 48814, + "FP": 24319, + "IoU": 0.283971528437295, + "TN": 69393639, + "TP": 29004, + "n_pred": 53323, + "n_ref": 77818 + }, + "14": { + "Dice": 0.8770117746034776, + "FN": 26983, + "FP": 7810, + "IoU": 0.7809625735780164, + "TN": 69336931, + "TP": 124052, + "n_pred": 131862, + "n_ref": 151035 + }, + "15": { + "Dice": 0.42027498460907037, + "FN": 53036, + "FP": 59964, + "IoU": 0.26604312808521696, + "TN": 69341816, + "TP": 40960, + "n_pred": 100924, + "n_ref": 93996 + }, + "2": { + "Dice": 0.09009847484087907, + "FN": 141147, + "FP": 40695, + "IoU": 0.04717440855144227, + "TN": 69304931, + "TP": 9003, + "n_pred": 49698, + "n_ref": 150150 + }, + "3": { + "Dice": 0.6349650883076479, + "FN": 56031, + "FP": 77962, + "IoU": 0.4651639916816681, + "TN": 69245245, + "TP": 116538, + "n_pred": 194500, + "n_ref": 172569 + }, + "4": { + "Dice": 0.44456248595419534, + "FN": 26239, + "FP": 948, + "IoU": 0.285811858039772, + "TN": 69457709, + "TP": 10880, + "n_pred": 11828, + "n_ref": 37119 + }, + "5": { + "Dice": 0.6860079359916738, + "FN": 8547, + "FP": 1107, + "IoU": 0.5220792079207921, + "TN": 69475576, + "TP": 10546, + "n_pred": 11653, + "n_ref": 19093 + }, + "6": { + "Dice": 0.882209196944787, + "FN": 122381, + "FP": 232054, + "IoU": 0.7892435637629867, + "TN": 67814048, + "TP": 1327293, + "n_pred": 1559347, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.806836828403804, + "FN": 47225, + "FP": 80028, + "IoU": 0.6762166714586317, + "TN": 69102757, + "TP": 265766, + "n_pred": 345794, + "n_ref": 312991 + }, + "8": { + "Dice": 0.6893507361187334, + "FN": 16460, + "FP": 48635, + "IoU": 0.5259612583745995, + "TN": 69358456, + "TP": 72225, + "n_pred": 120860, + "n_ref": 88685 + }, + "9": { + "Dice": 0.7828778002957769, + "FN": 23197, + "FP": 8515, + "IoU": 0.6432203771207416, + "TN": 69406892, + "TP": 57172, + "n_pred": 65687, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7535102366391917, + "FN": 25289, + "FP": 90592, + "IoU": 0.604505755913762, + "TN": 50540549, + "TP": 177122, + "n_pred": 267714, + "n_ref": 202411 + }, + "10": { + "Dice": 0.6501403035517728, + "FN": 33904, + "FP": 11230, + "IoU": 0.48163546571723903, + "TN": 50746482, + "TP": 41936, + "n_pred": 53166, + "n_ref": 75840 + }, + "11": { + "Dice": 0.42221191745884534, + "FN": 4908, + "FP": 76, + "IoU": 0.26759735488611314, + "TN": 50826747, + "TP": 1821, + "n_pred": 1897, + "n_ref": 6729 + }, + "12": { + "Dice": 0.34491601487370177, + "FN": 4954, + "FP": 155, + "IoU": 0.20839789277967152, + "TN": 50827098, + "TP": 1345, + "n_pred": 1500, + "n_ref": 6299 + }, + "13": { + "Dice": 0.4840246491636891, + "FN": 20222, + "FP": 39562, + "IoU": 0.3192826643894108, + "TN": 50745727, + "TP": 28041, + "n_pred": 67603, + "n_ref": 48263 + }, + "14": { + "Dice": 0.15004642307285485, + "FN": 37970, + "FP": 106670, + "IoU": 0.08110820992713158, + "TN": 50676145, + "TP": 12767, + "n_pred": 119437, + "n_ref": 50737 + }, + "15": { + "Dice": 0.007384265833570008, + "FN": 34496, + "FP": 35404, + "IoU": 0.0037058152793614596, + "TN": 50763392, + "TP": 260, + "n_pred": 35664, + "n_ref": 34756 + }, + "2": { + "Dice": 0.16921553802002615, + "FN": 191816, + "FP": 7063, + "IoU": 0.09242788626085528, + "TN": 50614419, + "TP": 20254, + "n_pred": 27317, + "n_ref": 212070 + }, + "3": { + "Dice": 0.6822234647779819, + "FN": 10968, + "FP": 168053, + "IoU": 0.5177080078019763, + "TN": 50462364, + "TP": 192167, + "n_pred": 360220, + "n_ref": 203135 + }, + "4": { + "Dice": 0.5332463295269168, + "FN": 9793, + "FP": 4513, + "IoU": 0.36355547646587777, + "TN": 50811074, + "TP": 8172, + "n_pred": 12685, + "n_ref": 17965 + }, + "5": { + "Dice": 0.5376295115564158, + "FN": 8122, + "FP": 0, + "IoU": 0.3676424789785114, + "TN": 50820708, + "TP": 4722, + "n_pred": 4722, + "n_ref": 12844 + }, + "6": { + "Dice": 0.8784818361844001, + "FN": 133120, + "FP": 437688, + "IoU": 0.7832970205276499, + "TN": 48199495, + "TP": 2063249, + "n_pred": 2500937, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.5542187449039128, + "FN": 75428, + "FP": 170596, + "IoU": 0.3833351296749791, + "TN": 50434593, + "TP": 152935, + "n_pred": 323531, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9293611674881608, + "FN": 6763, + "FP": 7855, + "IoU": 0.8680435822673972, + "TN": 50722773, + "TP": 96161, + "n_pred": 104016, + "n_ref": 102924 + }, + "9": { + "Dice": 0.7978667235023711, + "FN": 32761, + "FP": 8968, + "IoU": 0.6637090405041665, + "TN": 50709466, + "TP": 82357, + "n_pred": 91325, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.590626648312771, + "FN": 120133, + "FP": 7151, + "IoU": 0.4190703957937783, + "TN": 76665756, + "TP": 91820, + "n_pred": 98971, + "n_ref": 211953 + }, + "10": { + "Dice": 0.1528522370729056, + "FN": 58772, + "FP": 9808, + "IoU": 0.08275041127770273, + "TN": 76810093, + "TP": 6187, + "n_pred": 15995, + "n_ref": 64959 + }, + "11": { + "Dice": 0.6737758433079434, + "FN": 1326, + "FP": 173, + "IoU": 0.5080406957663275, + "TN": 76881813, + "TP": 1548, + "n_pred": 1721, + "n_ref": 2874 + }, + "12": { + "Dice": 0.0030616150019135095, + "FN": 2605, + "FP": 0, + "IoU": 0.0015331544653123803, + "TN": 76882251, + "TP": 4, + "n_pred": 4, + "n_ref": 2609 + }, + "13": { + "Dice": 0.48250908196199327, + "FN": 26114, + "FP": 9641, + "IoU": 0.31796505417366094, + "TN": 76832436, + "TP": 16669, + "n_pred": 26310, + "n_ref": 42783 + }, + "14": { + "Dice": 0.9023074970436549, + "FN": 8640, + "FP": 7139, + "IoU": 0.8220038805161989, + "TN": 76796212, + "TP": 72869, + "n_pred": 80008, + "n_ref": 81509 + }, + "15": { + "Dice": 0.30901380214357316, + "FN": 29996, + "FP": 14811, + "IoU": 0.18274176485609017, + "TN": 76830034, + "TP": 10019, + "n_pred": 24830, + "n_ref": 40015 + }, + "2": { + "Dice": 0.7424550727393744, + "FN": 6292, + "FP": 61423, + "IoU": 0.5904004355189935, + "TN": 76719540, + "TP": 97605, + "n_pred": 159028, + "n_ref": 103897 + }, + "3": { + "Dice": 0.4989435281599149, + "FN": 64587, + "FP": 1337, + "IoU": 0.33239490819974277, + "TN": 76786113, + "TP": 32823, + "n_pred": 34160, + "n_ref": 97410 + }, + "4": { + "Dice": 0.5450246650515194, + "FN": 15546, + "FP": 41, + "IoU": 0.3745937487461381, + "TN": 76859937, + "TP": 9336, + "n_pred": 9377, + "n_ref": 24882 + }, + "5": { + "Dice": 0.5184272942893633, + "FN": 10072, + "FP": 486, + "IoU": 0.3499168770395912, + "TN": 76868619, + "TP": 5683, + "n_pred": 6169, + "n_ref": 15755 + }, + "6": { + "Dice": 0.8595801767358852, + "FN": 64204, + "FP": 284351, + "IoU": 0.7537401220154091, + "TN": 75469465, + "TP": 1066840, + "n_pred": 1351191, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.6457847324408714, + "FN": 53195, + "FP": 65239, + "IoU": 0.4768700722189094, + "TN": 76658465, + "TP": 107961, + "n_pred": 173200, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9481841002035143, + "FN": 3460, + "FP": 4611, + "IoU": 0.9014734426309557, + "TN": 76802943, + "TP": 73846, + "n_pred": 78457, + "n_ref": 77306 + }, + "9": { + "Dice": 0.8822455344485398, + "FN": 13975, + "FP": 6791, + "IoU": 0.7893017309604496, + "TN": 76786302, + "TP": 77792, + "n_pred": 84583, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6348970657265751, + "FN": 58298, + "FP": 17926, + "IoU": 0.4650909830946182, + "TN": 130857433, + "TP": 66275, + "n_pred": 84201, + "n_ref": 124573 + }, + "10": { + "Dice": 0.35574910419697026, + "FN": 37508, + "FP": 35130, + "IoU": 0.21635937988844897, + "TN": 130907239, + "TP": 20055, + "n_pred": 55185, + "n_ref": 57563 + }, + "11": { + "Dice": 0.507870430597112, + "FN": 3616, + "FP": 167, + "IoU": 0.34036617262423713, + "TN": 130994197, + "TP": 1952, + "n_pred": 2119, + "n_ref": 5568 + }, + "12": { + "Dice": 0.04129793510324484, + "FN": 7148, + "FP": 2, + "IoU": 0.02108433734939759, + "TN": 130992628, + "TP": 154, + "n_pred": 156, + "n_ref": 7302 + }, + "13": { + "Dice": 0.3100935711355512, + "FN": 62543, + "FP": 8091, + "IoU": 0.18349748000184954, + "TN": 130913424, + "TP": 15874, + "n_pred": 23965, + "n_ref": 78417 + }, + "14": { + "Dice": 0.7572050443088187, + "FN": 362014, + "FP": 12572, + "IoU": 0.6092759234669557, + "TN": 130041235, + "TP": 584111, + "n_pred": 596683, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 24608, + "IoU": 0.0, + "TN": 130950014, + "TP": 0, + "n_pred": 24608, + "n_ref": 25310 + }, + "2": { + "Dice": 0.6756591048436542, + "FN": 38127, + "FP": 135385, + "IoU": 0.5101851851851852, + "TN": 130645692, + "TP": 180728, + "n_pred": 316113, + "n_ref": 218855 + }, + "3": { + "Dice": 0.6443661971830986, + "FN": 143961, + "FP": 9559, + "IoU": 0.4753246753246753, + "TN": 130707332, + "TP": 139080, + "n_pred": 148639, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 0, + "IoU": 0.0, + "TN": 130997652, + "TP": 0, + "n_pred": 0, + "n_ref": 2280 + }, + "5": { + "Dice": 0.18768024846557715, + "FN": 21181, + "FP": 789, + "IoU": 0.10355802187040966, + "TN": 130975424, + "TP": 2538, + "n_pred": 3327, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8171681943570227, + "FN": 303930, + "FP": 219205, + "IoU": 0.6908574747977944, + "TN": 129307719, + "TP": 1169078, + "n_pred": 1388283, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.1352617970265029, + "FN": 183142, + "FP": 84408, + "IoU": 0.07253661495796863, + "TN": 130711457, + "TP": 20925, + "n_pred": 105333, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9184128656318414, + "FN": 14434, + "FP": 5392, + "IoU": 0.8491344214891755, + "TN": 130868517, + "TP": 111589, + "n_pred": 116981, + "n_ref": 126023 + }, + "9": { + "Dice": 0.657218864719549, + "FN": 10403, + "FP": 38432, + "IoU": 0.4894460068373566, + "TN": 130904281, + "TP": 46816, + "n_pred": 85248, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7446466146800347, + "FN": 21321, + "FP": 3435, + "IoU": 0.5931768881877342, + "TN": 74365846, + "TP": 36096, + "n_pred": 39531, + "n_ref": 57417 + }, + "10": { + "Dice": 0.15854390908670948, + "FN": 71911, + "FP": 949, + "IoU": 0.08609703476995635, + "TN": 74346974, + "TP": 6864, + "n_pred": 7813, + "n_ref": 78775 + }, + "11": { + "Dice": 0.43103448275862066, + "FN": 1663, + "FP": 251, + "IoU": 0.27472527472527475, + "TN": 74424059, + "TP": 725, + "n_pred": 976, + "n_ref": 2388 + }, + "12": { + "Dice": 0.0, + "FN": 2457, + "FP": 0, + "IoU": 0.0, + "TN": 74424241, + "TP": 0, + "n_pred": 0, + "n_ref": 2457 + }, + "13": { + "Dice": 0.19111053793459212, + "FN": 90731, + "FP": 15896, + "IoU": 0.10565075530728131, + "TN": 74307475, + "TP": 12596, + "n_pred": 28492, + "n_ref": 103327 + }, + "14": { + "Dice": 0.8964588878166317, + "FN": 25051, + "FP": 8639, + "IoU": 0.812347521917854, + "TN": 74247164, + "TP": 145844, + "n_pred": 154483, + "n_ref": 170895 + }, + "15": { + "Dice": 0.20339915512329304, + "FN": 17042, + "FP": 23501, + "IoU": 0.11321332487587217, + "TN": 74380979, + "TP": 5176, + "n_pred": 28677, + "n_ref": 22218 + }, + "2": { + "Dice": 0.7555494777867044, + "FN": 8252, + "FP": 63251, + "IoU": 0.6071350080218018, + "TN": 74244694, + "TP": 110501, + "n_pred": 173752, + "n_ref": 118753 + }, + "3": { + "Dice": 0.632923538849652, + "FN": 69851, + "FP": 1302, + "IoU": 0.46297596135703234, + "TN": 74294203, + "TP": 61342, + "n_pred": 62644, + "n_ref": 131193 + }, + "4": { + "Dice": 0.0, + "FN": 30460, + "FP": 0, + "IoU": 0.0, + "TN": 74396238, + "TP": 0, + "n_pred": 0, + "n_ref": 30460 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 324, + "IoU": 0.0, + "TN": 74426374, + "TP": 0, + "n_pred": 324, + "n_ref": 0 + }, + "6": { + "Dice": 0.8989572507852731, + "FN": 117717, + "FP": 55347, + "IoU": 0.8164598980615576, + "TN": 73483776, + "TP": 769858, + "n_pred": 825205, + "n_ref": 887575 + }, + "7": { + "Dice": 0.09668773328546404, + "FN": 142703, + "FP": 3228, + "IoU": 0.050799721609720246, + "TN": 74272957, + "TP": 7810, + "n_pred": 11038, + "n_ref": 150513 + }, + "8": { + "Dice": 0.8848106302678066, + "FN": 6542, + "FP": 3011, + "IoU": 0.7934173820902624, + "TN": 74380455, + "TP": 36690, + "n_pred": 39701, + "n_ref": 43232 + }, + "9": { + "Dice": 0.810643353155069, + "FN": 2895, + "FP": 11530, + "IoU": 0.6815813871352259, + "TN": 74381396, + "TP": 30877, + "n_pred": 42407, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5901155480258891, + "FN": 6646, + "FP": 179162, + "IoU": 0.41855596549037277, + "TN": 106327125, + "TP": 133755, + "n_pred": 312917, + "n_ref": 140401 + }, + "10": { + "Dice": 0.7639996802813525, + "FN": 27655, + "FP": 16634, + "IoU": 0.618122558783207, + "TN": 106530711, + "TP": 71688, + "n_pred": 88322, + "n_ref": 99343 + }, + "11": { + "Dice": 0.4083975230327745, + "FN": 3299, + "FP": 618, + "IoU": 0.25659517935092047, + "TN": 106641419, + "TP": 1352, + "n_pred": 1970, + "n_ref": 4651 + }, + "12": { + "Dice": 0.3720588235294118, + "FN": 4205, + "FP": 65, + "IoU": 0.22854561878952123, + "TN": 106641153, + "TP": 1265, + "n_pred": 1330, + "n_ref": 5470 + }, + "13": { + "Dice": 0.6989651928504234, + "FN": 14195, + "FP": 8845, + "IoU": 0.5372378886478669, + "TN": 106596900, + "TP": 26748, + "n_pred": 35593, + "n_ref": 40943 + }, + "14": { + "Dice": 0.6062217495346982, + "FN": 7555, + "FP": 73900, + "IoU": 0.43494849294162535, + "TN": 106502533, + "TP": 62700, + "n_pred": 136600, + "n_ref": 70255 + }, + "15": { + "Dice": 0.14950776991294443, + "FN": 21967, + "FP": 30300, + "IoU": 0.0807935140078437, + "TN": 106589827, + "TP": 4594, + "n_pred": 34894, + "n_ref": 26561 + }, + "2": { + "Dice": 0.7688171757085193, + "FN": 42110, + "FP": 44830, + "IoU": 0.6244541107458651, + "TN": 106415185, + "TP": 144563, + "n_pred": 189393, + "n_ref": 186673 + }, + "3": { + "Dice": 0.7020628178510886, + "FN": 39915, + "FP": 53937, + "IoU": 0.5409066228372686, + "TN": 106442259, + "TP": 110577, + "n_pred": 164514, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8358833032405207, + "FN": 1287, + "FP": 2167, + "IoU": 0.7180408163265306, + "TN": 106634438, + "TP": 8796, + "n_pred": 10963, + "n_ref": 10083 + }, + "5": { + "Dice": 0.3388182498130142, + "FN": 3536, + "FP": 0, + "IoU": 0.20396217919855922, + "TN": 106642246, + "TP": 906, + "n_pred": 906, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9052754517336002, + "FN": 172702, + "FP": 57476, + "IoU": 0.8269435934063869, + "TN": 105316613, + "TP": 1099897, + "n_pred": 1157373, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.8035267317265236, + "FN": 79702, + "FP": 46046, + "IoU": 0.6715793432527091, + "TN": 106263801, + "TP": 257139, + "n_pred": 303185, + "n_ref": 336841 + }, + "8": { + "Dice": 0.929040093812821, + "FN": 4482, + "FP": 5684, + "IoU": 0.8674835429837711, + "TN": 106569973, + "TP": 66549, + "n_pred": 72233, + "n_ref": 71031 + }, + "9": { + "Dice": 0.8492189746046958, + "FN": 18622, + "FP": 4979, + "IoU": 0.7379501015955497, + "TN": 106556625, + "TP": 66462, + "n_pred": 71441, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7935634545076605, + "FN": 24944, + "FP": 42588, + "IoU": 0.6577747146940182, + "TN": 107929596, + "TP": 129800, + "n_pred": 172388, + "n_ref": 154744 + }, + "10": { + "Dice": 0.7561121366250116, + "FN": 24205, + "FP": 12525, + "IoU": 0.6078619776653215, + "TN": 108033262, + "TP": 56936, + "n_pred": 69461, + "n_ref": 81141 + }, + "11": { + "Dice": 0.6328693122792437, + "FN": 1514, + "FP": 253, + "IoU": 0.46291793313069907, + "TN": 108123638, + "TP": 1523, + "n_pred": 1776, + "n_ref": 3037 + }, + "12": { + "Dice": 0.5267217630853994, + "FN": 2540, + "FP": 37, + "IoU": 0.3575168287210172, + "TN": 108122917, + "TP": 1434, + "n_pred": 1471, + "n_ref": 3974 + }, + "13": { + "Dice": 0.5364616254699092, + "FN": 45171, + "FP": 10563, + "IoU": 0.3665511166676138, + "TN": 108038943, + "TP": 32251, + "n_pred": 42814, + "n_ref": 77422 + }, + "14": { + "Dice": 0.7449523621464185, + "FN": 9712, + "FP": 10954, + "IoU": 0.5935650087517454, + "TN": 108076081, + "TP": 30181, + "n_pred": 41135, + "n_ref": 39893 + }, + "15": { + "Dice": 0.0634485576391076, + "FN": 23504, + "FP": 86523, + "IoU": 0.03276368303532184, + "TN": 108013174, + "TP": 3727, + "n_pred": 90250, + "n_ref": 27231 + }, + "2": { + "Dice": 0.8455989278891392, + "FN": 12462, + "FP": 52518, + "IoU": 0.7325001234994813, + "TN": 107884012, + "TP": 177936, + "n_pred": 230454, + "n_ref": 190398 + }, + "3": { + "Dice": 0.7835410293194139, + "FN": 64236, + "FP": 10906, + "IoU": 0.6441162819334855, + "TN": 107915786, + "TP": 136000, + "n_pred": 146906, + "n_ref": 200236 + }, + "4": { + "Dice": 0.034174823973896616, + "FN": 32712, + "FP": 1032, + "IoU": 0.017384467546081944, + "TN": 108092587, + "TP": 597, + "n_pred": 1629, + "n_ref": 33309 + }, + "5": { + "Dice": 0.3974438260152546, + "FN": 2913, + "FP": 10, + "IoU": 0.2480061744275791, + "TN": 108123041, + "TP": 964, + "n_pred": 974, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9574479571711881, + "FN": 78340, + "FP": 46194, + "IoU": 0.9183694605530615, + "TN": 106601347, + "TP": 1401047, + "n_pred": 1447241, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.6631780924360652, + "FN": 87892, + "FP": 83259, + "IoU": 0.49608559575789873, + "TN": 107787285, + "TP": 168492, + "n_pred": 251751, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9112859933067583, + "FN": 3279, + "FP": 4488, + "IoU": 0.837029732054806, + "TN": 108079269, + "TP": 39892, + "n_pred": 44380, + "n_ref": 43171 + }, + "9": { + "Dice": 0.8656499172258255, + "FN": 7618, + "FP": 9181, + "IoU": 0.7631241275257689, + "TN": 108056009, + "TP": 54120, + "n_pred": 63301, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7152540460377845, + "FN": 35750, + "FP": 34908, + "IoU": 0.556728000451691, + "TN": 62410759, + "TP": 88743, + "n_pred": 123651, + "n_ref": 124493 + }, + "10": { + "Dice": 0.5926892950391645, + "FN": 31225, + "FP": 7151, + "IoU": 0.42115027829313545, + "TN": 62503863, + "TP": 27921, + "n_pred": 35072, + "n_ref": 59146 + }, + "11": { + "Dice": 0.5130032062700391, + "FN": 1332, + "FP": 35, + "IoU": 0.34499281264973647, + "TN": 62568073, + "TP": 720, + "n_pred": 755, + "n_ref": 2052 + }, + "12": { + "Dice": 0.045787545787545784, + "FN": 4167, + "FP": 1, + "IoU": 0.023430178069353328, + "TN": 62565892, + "TP": 100, + "n_pred": 101, + "n_ref": 4267 + }, + "13": { + "Dice": 0.6357534207280342, + "FN": 19546, + "FP": 5850, + "IoU": 0.46601063941630394, + "TN": 62522601, + "TP": 22163, + "n_pred": 28013, + "n_ref": 41709 + }, + "14": { + "Dice": 0.9459201727643768, + "FN": 32056, + "FP": 4806, + "IoU": 0.8973895034544959, + "TN": 62210918, + "TP": 322380, + "n_pred": 327186, + "n_ref": 354436 + }, + "15": { + "Dice": 0.30274684484038605, + "FN": 70949, + "FP": 22971, + "IoU": 0.17837459539847783, + "TN": 62455850, + "TP": 20390, + "n_pred": 43361, + "n_ref": 91339 + }, + "2": { + "Dice": 0.8935526598953076, + "FN": 19612, + "FP": 15507, + "IoU": 0.8075871553098581, + "TN": 62387641, + "TP": 147400, + "n_pred": 162907, + "n_ref": 167012 + }, + "3": { + "Dice": 0.8858492606706706, + "FN": 34310, + "FP": 8435, + "IoU": 0.7950892364922844, + "TN": 62361557, + "TP": 165858, + "n_pred": 174293, + "n_ref": 200168 + }, + "4": { + "Dice": 0.8529461503152707, + "FN": 5827, + "FP": 260, + "IoU": 0.7435973041280539, + "TN": 62546420, + "TP": 17653, + "n_pred": 17913, + "n_ref": 23480 + }, + "5": { + "Dice": 0.315188762071993, + "FN": 6021, + "FP": 3339, + "IoU": 0.18707660239708182, + "TN": 62558646, + "TP": 2154, + "n_pred": 5493, + "n_ref": 8175 + }, + "6": { + "Dice": 0.8891379886344943, + "FN": 146782, + "FP": 180083, + "IoU": 0.8004036320780641, + "TN": 60932530, + "TP": 1310765, + "n_pred": 1490848, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.6671985349446524, + "FN": 77006, + "FP": 33121, + "IoU": 0.5005985905912442, + "TN": 62349642, + "TP": 110391, + "n_pred": 143512, + "n_ref": 187397 + }, + "8": { + "Dice": 0.7615844796701254, + "FN": 2525, + "FP": 39799, + "IoU": 0.6149668404246609, + "TN": 62460237, + "TP": 67599, + "n_pred": 107398, + "n_ref": 70124 + }, + "9": { + "Dice": 0.7988190411823817, + "FN": 4682, + "FP": 17941, + "IoU": 0.665028058693753, + "TN": 62502623, + "TP": 44914, + "n_pred": 62855, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5505266786508327, + "FN": 161729, + "FP": 32550, + "IoU": 0.3798115291548819, + "TN": 55067990, + "TP": 118979, + "n_pred": 151529, + "n_ref": 280708 + }, + "10": { + "Dice": 0.6934581109513481, + "FN": 33887, + "FP": 3848, + "IoU": 0.5307584217267494, + "TN": 55300831, + "TP": 42682, + "n_pred": 46530, + "n_ref": 76569 + }, + "11": { + "Dice": 0.18463925523661753, + "FN": 3851, + "FP": 353, + "IoU": 0.10170940170940171, + "TN": 55376568, + "TP": 476, + "n_pred": 829, + "n_ref": 4327 + }, + "12": { + "Dice": 0.0, + "FN": 4728, + "FP": 0, + "IoU": 0.0, + "TN": 55376520, + "TP": 0, + "n_pred": 0, + "n_ref": 4728 + }, + "13": { + "Dice": 0.4089118051021097, + "FN": 36710, + "FP": 15794, + "IoU": 0.2570013443713295, + "TN": 55310583, + "TP": 18161, + "n_pred": 33955, + "n_ref": 54871 + }, + "14": { + "Dice": 0.8280554666446397, + "FN": 14988, + "FP": 18318, + "IoU": 0.7065654073865238, + "TN": 55267744, + "TP": 80198, + "n_pred": 98516, + "n_ref": 95186 + }, + "15": { + "Dice": 0.621002868373526, + "FN": 41095, + "FP": 15985, + "IoU": 0.4503293401640923, + "TN": 55277404, + "TP": 46764, + "n_pred": 62749, + "n_ref": 87859 + }, + "2": { + "Dice": 0.6879544431456311, + "FN": 9686, + "FP": 158759, + "IoU": 0.5243373140144637, + "TN": 55027121, + "TP": 185682, + "n_pred": 344441, + "n_ref": 195368 + }, + "3": { + "Dice": 0.2035949787525033, + "FN": 163048, + "FP": 0, + "IoU": 0.11333467472225092, + "TN": 55197359, + "TP": 20841, + "n_pred": 20841, + "n_ref": 183889 + }, + "4": { + "Dice": 0.6675002232740913, + "FN": 3672, + "FP": 51, + "IoU": 0.5009383378016086, + "TN": 55373788, + "TP": 3737, + "n_pred": 3788, + "n_ref": 7409 + }, + "5": { + "Dice": 0.7627807486631016, + "FN": 2074, + "FP": 144, + "IoU": 0.6165283540802213, + "TN": 55375464, + "TP": 3566, + "n_pred": 3710, + "n_ref": 5640 + }, + "6": { + "Dice": 0.8796899775667778, + "FN": 169264, + "FP": 194403, + "IoU": 0.7852201265290502, + "TN": 53688040, + "TP": 1329541, + "n_pred": 1523944, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.5248521858280564, + "FN": 108987, + "FP": 10994, + "IoU": 0.35579633497452307, + "TN": 55195001, + "TP": 66266, + "n_pred": 77260, + "n_ref": 175253 + }, + "8": { + "Dice": 0.912673255018957, + "FN": 3000, + "FP": 5430, + "IoU": 0.8393734994855379, + "TN": 55328766, + "TP": 44052, + "n_pred": 49482, + "n_ref": 47052 + }, + "9": { + "Dice": 0.7902033934784948, + "FN": 6859, + "FP": 16535, + "IoU": 0.653170449659753, + "TN": 55313797, + "TP": 44057, + "n_pred": 60592, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6297552141976734, + "FN": 93820, + "FP": 135373, + "IoU": 0.45959322065869396, + "TN": 110722503, + "TP": 194919, + "n_pred": 330292, + "n_ref": 288739 + }, + "10": { + "Dice": 0.6306355241716458, + "FN": 34673, + "FP": 21087, + "IoU": 0.460531535105117, + "TN": 111043254, + "TP": 47601, + "n_pred": 68688, + "n_ref": 82274 + }, + "11": { + "Dice": 0.64947245017585, + "FN": 1695, + "FP": 398, + "IoU": 0.4809027777777778, + "TN": 111142583, + "TP": 1939, + "n_pred": 2337, + "n_ref": 3634 + }, + "12": { + "Dice": 0.5140687807056722, + "FN": 1953, + "FP": 223, + "IoU": 0.34595731890592124, + "TN": 111143288, + "TP": 1151, + "n_pred": 1374, + "n_ref": 3104 + }, + "13": { + "Dice": 0.517304016205575, + "FN": 35397, + "FP": 15358, + "IoU": 0.34889419129720856, + "TN": 111068663, + "TP": 27197, + "n_pred": 42555, + "n_ref": 62594 + }, + "14": { + "Dice": 0.5756829272119625, + "FN": 22771, + "FP": 4272, + "IoU": 0.4041817220410681, + "TN": 111101227, + "TP": 18345, + "n_pred": 22617, + "n_ref": 41116 + }, + "15": { + "Dice": 0.020896875772813454, + "FN": 23843, + "FP": 118687, + "IoU": 0.010558760439011184, + "TN": 111002564, + "TP": 1521, + "n_pred": 120208, + "n_ref": 25364 + }, + "2": { + "Dice": 0.656810379046916, + "FN": 14413, + "FP": 133430, + "IoU": 0.488993042233951, + "TN": 110857298, + "TP": 141474, + "n_pred": 274904, + "n_ref": 155887 + }, + "3": { + "Dice": 0.45267661809545506, + "FN": 172037, + "FP": 3338, + "IoU": 0.29255462910298147, + "TN": 110898716, + "TP": 72524, + "n_pred": 75862, + "n_ref": 244561 + }, + "4": { + "Dice": 0.8171354711639072, + "FN": 5562, + "FP": 380, + "IoU": 0.6908106983036736, + "TN": 111127397, + "TP": 13276, + "n_pred": 13656, + "n_ref": 18838 + }, + "5": { + "Dice": 0.6011810456574967, + "FN": 2680, + "FP": 89, + "IoU": 0.42977759472817134, + "TN": 111141759, + "TP": 2087, + "n_pred": 2176, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9257613846752284, + "FN": 89371, + "FP": 153584, + "IoU": 0.8617837522023406, + "TN": 109388826, + "TP": 1514834, + "n_pred": 1668418, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.24016748684749273, + "FN": 300980, + "FP": 190795, + "IoU": 0.13647178640725555, + "TN": 110577120, + "TP": 77720, + "n_pred": 268515, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9155468657423865, + "FN": 3286, + "FP": 10968, + "IoU": 0.844247516854792, + "TN": 111055098, + "TP": 77263, + "n_pred": 88231, + "n_ref": 80549 + }, + "9": { + "Dice": 0.9146599884415334, + "FN": 6000, + "FP": 3303, + "IoU": 0.8427405040823571, + "TN": 111087458, + "TP": 49854, + "n_pred": 53157, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8659297840007274, + "FN": 35519, + "FP": 16092, + "IoU": 0.7635592327391506, + "TN": 96902742, + "TP": 166672, + "n_pred": 182764, + "n_ref": 202191 + }, + "10": { + "Dice": 0.5474306801809772, + "FN": 41914, + "FP": 11801, + "IoU": 0.376870606250435, + "TN": 97034823, + "TP": 32487, + "n_pred": 44288, + "n_ref": 74401 + }, + "11": { + "Dice": 0.4215530903328051, + "FN": 2848, + "FP": 72, + "IoU": 0.26706827309236947, + "TN": 97117041, + "TP": 1064, + "n_pred": 1136, + "n_ref": 3912 + }, + "12": { + "Dice": 0.16147555246215417, + "FN": 4819, + "FP": 0, + "IoU": 0.08782888510316109, + "TN": 97115742, + "TP": 464, + "n_pred": 464, + "n_ref": 5283 + }, + "13": { + "Dice": 0.7588111741230834, + "FN": 15244, + "FP": 7722, + "IoU": 0.6113583673193103, + "TN": 97061932, + "TP": 36127, + "n_pred": 43849, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9391308236381388, + "FN": 7301, + "FP": 9033, + "IoU": 0.8852465926654489, + "TN": 96978685, + "TP": 126006, + "n_pred": 135039, + "n_ref": 133307 + }, + "15": { + "Dice": 0.6157544219386744, + "FN": 32764, + "FP": 11835, + "IoU": 0.4448303333582294, + "TN": 97040691, + "TP": 35735, + "n_pred": 47570, + "n_ref": 68499 + }, + "2": { + "Dice": 0.7079415278307896, + "FN": 24576, + "FP": 93262, + "IoU": 0.5479175618439629, + "TN": 96860369, + "TP": 142818, + "n_pred": 236080, + "n_ref": 167394 + }, + "3": { + "Dice": 0.6393802825013318, + "FN": 108830, + "FP": 16397, + "IoU": 0.46991843075503403, + "TN": 96884784, + "TP": 111014, + "n_pred": 127411, + "n_ref": 219844 + }, + "4": { + "Dice": 0.8223139174103573, + "FN": 4379, + "FP": 1176, + "IoU": 0.6982454234341898, + "TN": 97102616, + "TP": 12854, + "n_pred": 14030, + "n_ref": 17233 + }, + "5": { + "Dice": 0.5759687467004541, + "FN": 7003, + "FP": 1029, + "IoU": 0.40446355749981466, + "TN": 97107538, + "TP": 5455, + "n_pred": 6484, + "n_ref": 12458 + }, + "6": { + "Dice": 0.8890682185396444, + "FN": 87132, + "FP": 287322, + "IoU": 0.800290560929795, + "TN": 95246031, + "TP": 1500540, + "n_pred": 1787862, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.49380968792506774, + "FN": 205692, + "FP": 42525, + "IoU": 0.32785344850930165, + "TN": 96751735, + "TP": 121073, + "n_pred": 163598, + "n_ref": 326765 + }, + "8": { + "Dice": 0.896041740780268, + "FN": 5654, + "FP": 16263, + "IoU": 0.8116626994697992, + "TN": 97004654, + "TP": 94454, + "n_pred": 110717, + "n_ref": 100108 + }, + "9": { + "Dice": 0.8852046059392374, + "FN": 11459, + "FP": 10324, + "IoU": 0.7940511870207717, + "TN": 97015256, + "TP": 83986, + "n_pred": 94310, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.48999947582426634, + "FN": 131700, + "FP": 4514, + "IoU": 0.32450285147532854, + "TN": 78854755, + "TP": 65436, + "n_pred": 69950, + "n_ref": 197136 + }, + "10": { + "Dice": 0.3715139615297736, + "FN": 71631, + "FP": 709, + "IoU": 0.22813456962687126, + "TN": 78962684, + "TP": 21381, + "n_pred": 22090, + "n_ref": 93012 + }, + "11": { + "Dice": 0.48598848368522074, + "FN": 1743, + "FP": 935, + "IoU": 0.3209939148073022, + "TN": 79052461, + "TP": 1266, + "n_pred": 2201, + "n_ref": 3009 + }, + "12": { + "Dice": 0.0, + "FN": 3004, + "FP": 3, + "IoU": 0.0, + "TN": 79053398, + "TP": 0, + "n_pred": 3, + "n_ref": 3004 + }, + "13": { + "Dice": 0.4966076840355851, + "FN": 40076, + "FP": 11416, + "IoU": 0.33032474541883966, + "TN": 78979514, + "TP": 25399, + "n_pred": 36815, + "n_ref": 65475 + }, + "14": { + "Dice": 0.5928119911271813, + "FN": 14761, + "FP": 16996, + "IoU": 0.4212741917848161, + "TN": 79001531, + "TP": 23117, + "n_pred": 40113, + "n_ref": 37878 + }, + "15": { + "Dice": 0.10384261197153621, + "FN": 35431, + "FP": 18092, + "IoU": 0.054764764057643404, + "TN": 78999781, + "TP": 3101, + "n_pred": 21193, + "n_ref": 38532 + }, + "2": { + "Dice": 0.6185585398973509, + "FN": 5244, + "FP": 127342, + "IoU": 0.4477631211758973, + "TN": 78816316, + "TP": 107503, + "n_pred": 234845, + "n_ref": 112747 + }, + "3": { + "Dice": 0.0, + "FN": 121380, + "FP": 0, + "IoU": 0.0, + "TN": 78935025, + "TP": 0, + "n_pred": 0, + "n_ref": 121380 + }, + "4": { + "Dice": 0.616877293110477, + "FN": 4699, + "FP": 0, + "IoU": 0.44600330110822917, + "TN": 79047923, + "TP": 3783, + "n_pred": 3783, + "n_ref": 8482 + }, + "5": { + "Dice": 0.08051166290443942, + "FN": 4744, + "FP": 144, + "IoU": 0.041944335554684437, + "TN": 79051303, + "TP": 214, + "n_pred": 358, + "n_ref": 4958 + }, + "6": { + "Dice": 0.8751553027221132, + "FN": 124705, + "FP": 215939, + "IoU": 0.7780232283087437, + "TN": 77521812, + "TP": 1193949, + "n_pred": 1409888, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.39140911613802815, + "FN": 358314, + "FP": 1334, + "IoU": 0.24332421628445192, + "TN": 78581105, + "TP": 115652, + "n_pred": 116986, + "n_ref": 473966 + }, + "8": { + "Dice": 0.8699052093772075, + "FN": 5051, + "FP": 2868, + "IoU": 0.7697630469544992, + "TN": 79022010, + "TP": 26476, + "n_pred": 29344, + "n_ref": 31527 + }, + "9": { + "Dice": 0.9079038295421825, + "FN": 8228, + "FP": 4566, + "IoU": 0.8313405486639335, + "TN": 78980548, + "TP": 63063, + "n_pred": 67629, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8047158839915978, + "FN": 54898, + "FP": 31748, + "IoU": 0.6732423473332101, + "TN": 122446771, + "TP": 178523, + "n_pred": 210271, + "n_ref": 233421 + }, + "10": { + "Dice": 0.6448868646837295, + "FN": 48236, + "FP": 20222, + "IoU": 0.475891531029414, + "TN": 122581322, + "TP": 62160, + "n_pred": 82382, + "n_ref": 110396 + }, + "11": { + "Dice": 0.5551404904986195, + "FN": 2473, + "FP": 266, + "IoU": 0.3842176258992806, + "TN": 122707492, + "TP": 1709, + "n_pred": 1975, + "n_ref": 4182 + }, + "12": { + "Dice": 0.12101534828807556, + "FN": 5880, + "FP": 76, + "IoU": 0.06440464970153943, + "TN": 122705574, + "TP": 410, + "n_pred": 486, + "n_ref": 6290 + }, + "13": { + "Dice": 0.3402501656726309, + "FN": 37370, + "FP": 26346, + "IoU": 0.20500087340603398, + "TN": 122631794, + "TP": 16430, + "n_pred": 42776, + "n_ref": 53800 + }, + "14": { + "Dice": 0.6298927006196161, + "FN": 20167, + "FP": 82691, + "IoU": 0.4597396867416722, + "TN": 122521554, + "TP": 87528, + "n_pred": 170219, + "n_ref": 107695 + }, + "15": { + "Dice": 0.7194629048875202, + "FN": 19315, + "FP": 5464, + "IoU": 0.5618446413099216, + "TN": 122655387, + "TP": 31774, + "n_pred": 37238, + "n_ref": 51089 + }, + "2": { + "Dice": 0.33857498555532, + "FN": 96215, + "FP": 62906, + "IoU": 0.20378589621060111, + "TN": 122512093, + "TP": 40726, + "n_pred": 103632, + "n_ref": 136941 + }, + "3": { + "Dice": 0.6723563302983788, + "FN": 17979, + "FP": 106675, + "IoU": 0.5064283027459365, + "TN": 122459385, + "TP": 127901, + "n_pred": 234576, + "n_ref": 145880 + }, + "4": { + "Dice": 0.0999904485106499, + "FN": 61811, + "FP": 4148, + "IoU": 0.052626287290119644, + "TN": 122642317, + "TP": 3664, + "n_pred": 7812, + "n_ref": 65475 + }, + "5": { + "Dice": 0.594450628080776, + "FN": 9732, + "FP": 470, + "IoU": 0.4229311612647774, + "TN": 122694261, + "TP": 7477, + "n_pred": 7947, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9099750266657516, + "FN": 146174, + "FP": 163410, + "IoU": 0.8348203471726462, + "TN": 120837714, + "TP": 1564642, + "n_pred": 1728052, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.406788996792696, + "FN": 366083, + "FP": 217639, + "IoU": 0.25532650475912244, + "TN": 121928077, + "TP": 200141, + "n_pred": 417780, + "n_ref": 566224 + }, + "8": { + "Dice": 0.8411498409767107, + "FN": 5271, + "FP": 44275, + "IoU": 0.7258486650989072, + "TN": 122531215, + "TP": 131179, + "n_pred": 175454, + "n_ref": 136450 + }, + "9": { + "Dice": 0.8148297021121585, + "FN": 9877, + "FP": 19606, + "IoU": 0.6875211972189249, + "TN": 122617588, + "TP": 64869, + "n_pred": 84475, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/loop_000/summary_cross_val.json b/nnActive_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/loop_000/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..3dae9c3d5668f01816a1f62b922dd9382b286f58 --- /dev/null +++ b/nnActive_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/loop_000/summary_cross_val.json @@ -0,0 +1,7236 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": NaN, + "FN": 1726.2166666666667, + "FP": 1065.9, + "IoU": NaN, + "TN": 169413.75, + "TP": 3026.133333333333, + "n_pred": 4092.0333333333333, + "n_ref": 4752.35 + }, + "mean": { + "1": { + "Dice": 0.22090414485482682, + "FN": 6656.25, + "FP": 220.625, + "IoU": 0.13905936355618817, + "TN": 166753.25, + "TP": 1601.875, + "n_pred": 1822.5, + "n_ref": 8258.125 + }, + "10": { + "Dice": 0.5764446516607288, + "FN": 304.625, + "FP": 377.5, + "IoU": 0.48058165445136664, + "TN": 173013.0, + "TP": 1536.875, + "n_pred": 1914.375, + "n_ref": 1841.5 + }, + "11": { + "Dice": 0.0, + "FN": 860.625, + "FP": 0.0, + "IoU": 0.0, + "TN": 174371.375, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 860.625 + }, + "12": { + "Dice": 0.0, + "FN": 23.125, + "FP": 34.0, + "IoU": 0.0, + "TN": 175174.875, + "TP": 0.0, + "n_pred": 34.0, + "n_ref": 23.125 + }, + "13": { + "Dice": 0.37371815241665535, + "FN": 933.875, + "FP": 438.75, + "IoU": 0.29143548344599896, + "TN": 172883.125, + "TP": 976.25, + "n_pred": 1415.0, + "n_ref": 1910.125 + }, + "14": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 175232.0, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "15": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 175232.0, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.15992059063608965, + "FN": 3071.0, + "FP": 4818.5, + "IoU": 0.13485287524057057, + "TN": 161506.75, + "TP": 5835.75, + "n_pred": 10654.25, + "n_ref": 8906.75 + }, + "3": { + "Dice": 0.1881579437529993, + "FN": 9489.0, + "FP": 1651.125, + "IoU": 0.12398652308468114, + "TN": 159612.75, + "TP": 4479.125, + "n_pred": 6130.25, + "n_ref": 13968.125 + }, + "4": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 175232.0, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "5": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 175232.0, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "6": { + "Dice": 0.4580989243595092, + "FN": 1677.125, + "FP": 6880.875, + "IoU": 0.42330220691992987, + "TN": 141029.0, + "TP": 25645.0, + "n_pred": 32525.875, + "n_ref": 27322.125 + }, + "7": { + "Dice": 0.21240105540897097, + "FN": 48.875, + "FP": 389.5, + "IoU": 0.18463302752293578, + "TN": 174652.75, + "TP": 140.875, + "n_pred": 530.375, + "n_ref": 189.75 + }, + "8": { + "Dice": 0.08976510067114093, + "FN": 0.0, + "FP": 82.625, + "IoU": 0.054703476482617586, + "TN": 175136.0, + "TP": 13.375, + "n_pred": 96.0, + "n_ref": 13.375 + }, + "9": { + "Dice": 0.5772088584465545, + "FN": 2828.75, + "FP": 1095.0, + "IoU": 0.47299242034663, + "TN": 166145.375, + "TP": 5162.875, + "n_pred": 6257.875, + "n_ref": 7991.625 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.48322219258468924, + "FN": 18906, + "FP": 468, + "IoU": 0.3185846933033202, + "TN": 146800, + "TP": 9058, + "n_pred": 9526, + "n_ref": 27964 + }, + "10": { + "Dice": 0.8978076126544312, + "FN": 863, + "FP": 568, + "IoU": 0.8145652455617468, + "TN": 167515, + "TP": 6286, + "n_pred": 6854, + "n_ref": 7149 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 185, + "FP": 17, + "IoU": 0.0, + "TN": 175030, + "TP": 0, + "n_pred": 17, + "n_ref": 185 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 31005, + "IoU": 0.0, + "TN": 144227, + "TP": 0, + "n_pred": 31005, + "n_ref": 0 + }, + "3": { + "Dice": 0.5364009133989737, + "FN": 34715, + "FP": 3047, + "IoU": 0.36649443027781503, + "TN": 115624, + "TP": 21846, + "n_pred": 24893, + "n_ref": 56561 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1972, + "IoU": 0.0, + "TN": 173260, + "TP": 0, + "n_pred": 1972, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 228, + "IoU": 0.0, + "TN": 175004, + "TP": 0, + "n_pred": 228, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8114712370609197, + "FN": 1504, + "FP": 718, + "IoU": 0.6827527127355797, + "TN": 168228, + "TP": 4782, + "n_pred": 5500, + "n_ref": 6286 + }, + "11": { + "Dice": 0.0, + "FN": 3282, + "FP": 0, + "IoU": 0.0, + "TN": 171950, + "TP": 0, + "n_pred": 0, + "n_ref": 3282 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 255, + "IoU": 0.0, + "TN": 174977, + "TP": 0, + "n_pred": 255, + "n_ref": 0 + }, + "13": { + "Dice": 0.05289492494639028, + "FN": 2997, + "FP": 978, + "IoU": 0.027165932452276064, + "TN": 171146, + "TP": 111, + "n_pred": 1089, + "n_ref": 3108 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 4727, + "FP": 0, + "IoU": 0.0, + "TN": 170505, + "TP": 0, + "n_pred": 0, + "n_ref": 4727 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4636, + "IoU": 0.0, + "TN": 170596, + "TP": 0, + "n_pred": 4636, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9020365120451401, + "FN": 6410, + "FP": 743, + "IoU": 0.8215541973306724, + "TN": 135147, + "TP": 32932, + "n_pred": 33675, + "n_ref": 39342 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.35906040268456374, + "FN": 0, + "FP": 382, + "IoU": 0.21881390593047034, + "TN": 174743, + "TP": 107, + "n_pred": 489, + "n_ref": 107 + }, + "9": { + "Dice": 0.784612718766245, + "FN": 2702, + "FP": 2270, + "IoU": 0.6455660108354719, + "TN": 161204, + "TP": 9056, + "n_pred": 11326, + "n_ref": 11758 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.17949024197979122, + "FN": 34344, + "FP": 5, + "IoU": 0.09859339736524432, + "TN": 137126, + "TP": 3757, + "n_pred": 3762, + "n_ref": 38101 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 31520, + "IoU": 0.0, + "TN": 143712, + "TP": 0, + "n_pred": 31520, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5964997569275644, + "FN": 70, + "FP": 1590, + "IoU": 0.42500865950813993, + "TN": 172345, + "TP": 1227, + "n_pred": 2817, + "n_ref": 1297 + }, + "11": { + "Dice": 0.0, + "FN": 3603, + "FP": 0, + "IoU": 0.0, + "TN": 171629, + "TP": 0, + "n_pred": 0, + "n_ref": 3603 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7972563407241985, + "FN": 983, + "FP": 288, + "IoU": 0.6628647214854111, + "TN": 171462, + "TP": 2499, + "n_pred": 2787, + "n_ref": 3482 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.09713394891473798, + "FN": 7529, + "FP": 0, + "IoU": 0.051046130577262414, + "TN": 167298, + "TP": 405, + "n_pred": 405, + "n_ref": 7934 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5278, + "IoU": 0.0, + "TN": 169954, + "TP": 0, + "n_pred": 5278, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8913093134249408, + "FN": 4128, + "FP": 4913, + "IoU": 0.8039296480232483, + "TN": 129121, + "TP": 37070, + "n_pred": 41983, + "n_ref": 41198 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3032, + "IoU": 0.0, + "TN": 172200, + "TP": 0, + "n_pred": 3032, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 175231, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "9": { + "Dice": 0.8263464302243442, + "FN": 6601, + "FP": 528, + "IoU": 0.7040803619608983, + "TN": 151141, + "TP": 16962, + "n_pred": 17490, + "n_ref": 23563 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1292, + "IoU": 0.0, + "TN": 173940, + "TP": 0, + "n_pred": 1292, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 5008, + "IoU": 0.0, + "TN": 170224, + "TP": 0, + "n_pred": 5008, + "n_ref": 0 + }, + "3": { + "Dice": 0.4043888053660229, + "FN": 41197, + "FP": 5, + "IoU": 0.25343818514559063, + "TN": 120043, + "TP": 13987, + "n_pred": 13992, + "n_ref": 55184 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 6114, + "IoU": 0.0, + "TN": 169118, + "TP": 0, + "n_pred": 6114, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 53, + "IoU": 0.0, + "TN": 175179, + "TP": 0, + "n_pred": 53, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 5812, + "IoU": 0.0, + "TN": 169420, + "TP": 0, + "n_pred": 5812, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 144, + "IoU": 0.0, + "TN": 175088, + "TP": 0, + "n_pred": 144, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6447213439960325, + "FN": 3487, + "FP": 2244, + "IoU": 0.4757112798463087, + "TN": 164301, + "TP": 5200, + "n_pred": 7444, + "n_ref": 8687 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8623895949018, + "FN": 12312, + "FP": 2458, + "IoU": 0.7580711208661611, + "TN": 114181, + "TP": 46281, + "n_pred": 48739, + "n_ref": 58593 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 243, + "IoU": 0.0, + "TN": 174989, + "TP": 0, + "n_pred": 243, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 175209, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8586929002857246, + "FN": 3760, + "FP": 147, + "IoU": 0.7523767270883509, + "TN": 159454, + "TP": 11871, + "n_pred": 12018, + "n_ref": 15631 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 4, + "FP": 0, + "IoU": 0.0, + "TN": 175228, + "TP": 0, + "n_pred": 0, + "n_ref": 4 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 77, + "IoU": 0.0, + "TN": 175155, + "TP": 0, + "n_pred": 77, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9552477206869744, + "FN": 2879, + "FP": 9785, + "IoU": 0.9143293961656587, + "TN": 27410, + "TP": 135158, + "n_pred": 144943, + "n_ref": 138037 + }, + "7": { + "Dice": 0.8496042216358839, + "FN": 391, + "FP": 8, + "IoU": 0.7385321100917431, + "TN": 173706, + "TP": 1127, + "n_pred": 1135, + "n_ref": 1518 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 50, + "IoU": 0.0, + "TN": 175182, + "TP": 0, + "n_pred": 50, + "n_ref": 0 + }, + "9": { + "Dice": 0.4163922429564581, + "FN": 9567, + "FP": 3, + "IoU": 0.26293900184842883, + "TN": 162248, + "TP": 3414, + "n_pred": 3417, + "n_ref": 12981 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0391.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.2584947073234146, + "FN": 2356.0833333333335, + "FP": 527.2083333333334, + "IoU": 0.20438194377536678, + "TN": 170370.43333333332, + "TP": 1978.275, + "n_pred": 2505.483333333333, + "n_ref": 4334.358333333334 + }, + "mean": { + "1": { + "Dice": 0.0701505478048396, + "FN": 406.5, + "FP": 382.125, + "IoU": 0.03920014094432699, + "TN": 174387.75, + "TP": 55.625, + "n_pred": 437.75, + "n_ref": 462.125 + }, + "10": { + "Dice": 0.0, + "FN": 485.75, + "FP": 891.75, + "IoU": 0.0, + "TN": 173854.5, + "TP": 0.0, + "n_pred": 891.75, + "n_ref": 485.75 + }, + "11": { + "Dice": 0.0, + "FN": 137.25, + "FP": 0.0, + "IoU": 0.0, + "TN": 175094.75, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 137.25 + }, + "12": { + "Dice": 0.26571428571428574, + "FN": 20.5, + "FP": 4.5, + "IoU": 0.18093385214007782, + "TN": 175195.375, + "TP": 11.625, + "n_pred": 16.125, + "n_ref": 32.125 + }, + "13": { + "Dice": 0.0, + "FN": 1873.625, + "FP": 671.75, + "IoU": 0.0, + "TN": 172686.625, + "TP": 0.0, + "n_pred": 671.75, + "n_ref": 1873.625 + }, + "14": { + "Dice": 0.2284746152657498, + "FN": 9670.25, + "FP": 161.375, + "IoU": 0.16848443225839524, + "TN": 161453.0, + "TP": 3947.375, + "n_pred": 4108.75, + "n_ref": 13617.625 + }, + "15": { + "Dice": 0.38312734090750267, + "FN": 2243.625, + "FP": 775.625, + "IoU": 0.25773653360421017, + "TN": 171202.0, + "TP": 1010.75, + "n_pred": 1786.375, + "n_ref": 3254.375 + }, + "2": { + "Dice": 0.2846278477664253, + "FN": 832.125, + "FP": 511.75, + "IoU": 0.2483411228434597, + "TN": 171198.125, + "TP": 2690.0, + "n_pred": 3201.75, + "n_ref": 3522.125 + }, + "3": { + "Dice": 0.0, + "FN": 0.0, + "FP": 255.625, + "IoU": 0.0, + "TN": 174976.375, + "TP": 0.0, + "n_pred": 255.625, + "n_ref": 0.0 + }, + "4": { + "Dice": 0.0, + "FN": 0.0, + "FP": 390.75, + "IoU": 0.0, + "TN": 174841.25, + "TP": 0.0, + "n_pred": 390.75, + "n_ref": 0.0 + }, + "5": { + "Dice": 0.292443301808833, + "FN": 553.75, + "FP": 12.375, + "IoU": 0.2066571502725149, + "TN": 174267.75, + "TP": 398.125, + "n_pred": 410.5, + "n_ref": 951.875 + }, + "6": { + "Dice": 0.5108632343753954, + "FN": 8373.25, + "FP": 1556.25, + "IoU": 0.4278147890629045, + "TN": 158074.25, + "TP": 7228.25, + "n_pred": 8784.5, + "n_ref": 15601.5 + }, + "7": { + "Dice": 0.4526927270918388, + "FN": 9651.125, + "FP": 1459.0, + "IoU": 0.3325834611105817, + "TN": 156008.5, + "TP": 8113.375, + "n_pred": 9572.375, + "n_ref": 17764.5 + }, + "8": { + "Dice": 0.9180560951339192, + "FN": 275.75, + "FP": 529.25, + "IoU": 0.8491612174979771, + "TN": 169837.375, + "TP": 4589.625, + "n_pred": 5118.875, + "n_ref": 4865.375 + }, + "9": { + "Dice": 0.4712706139824305, + "FN": 817.75, + "FP": 306.0, + "IoU": 0.35481645689605384, + "TN": 172478.875, + "TP": 1629.375, + "n_pred": 1935.375, + "n_ref": 2447.125 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 577, + "FP": 0, + "IoU": 0.0, + "TN": 174655, + "TP": 0, + "n_pred": 0, + "n_ref": 577 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 36, + "IoU": 0.0, + "TN": 175196, + "TP": 0, + "n_pred": 36, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 14989, + "FP": 514, + "IoU": 0.0, + "TN": 159729, + "TP": 0, + "n_pred": 514, + "n_ref": 14989 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 156, + "IoU": 0.0, + "TN": 175076, + "TP": 0, + "n_pred": 156, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8979821529061822, + "FN": 1650, + "FP": 2157, + "IoU": 0.8148526407936971, + "TN": 154670, + "TP": 16755, + "n_pred": 18912, + "n_ref": 18405 + }, + "9": { + "Dice": 0.33442930953499295, + "FN": 1669, + "FP": 1165, + "IoU": 0.20078962210941906, + "TN": 171686, + "TP": 712, + "n_pred": 1877, + "n_ref": 2381 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2104516434145188, + "FN": 3252, + "FP": 87, + "IoU": 0.11760042283298097, + "TN": 171448, + "TP": 445, + "n_pred": 532, + "n_ref": 3697 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 180, + "IoU": 0.0, + "TN": 175052, + "TP": 0, + "n_pred": 180, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 55, + "IoU": 0.0, + "TN": 175177, + "TP": 0, + "n_pred": 55, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 175224, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "6": { + "Dice": 0.26249195796697405, + "FN": 51050, + "FP": 535, + "IoU": 0.15107380893606517, + "TN": 114467, + "TP": 9180, + "n_pred": 9715, + "n_ref": 60230 + }, + "7": { + "Dice": 0.4241398480449688, + "FN": 38636, + "FP": 7977, + "IoU": 0.2691481522131109, + "TN": 111453, + "TP": 17166, + "n_pred": 25143, + "n_ref": 55802 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2968, + "IoU": 0.0, + "TN": 172264, + "TP": 0, + "n_pred": 2968, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 1098, + "FP": 0, + "IoU": 0.0, + "TN": 174134, + "TP": 0, + "n_pred": 0, + "n_ref": 1098 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1623, + "IoU": 0.0, + "TN": 173609, + "TP": 0, + "n_pred": 1623, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8538835432992758, + "FN": 6657, + "FP": 708, + "IoU": 0.7450233685303791, + "TN": 146347, + "TP": 21520, + "n_pred": 22228, + "n_ref": 28177 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2041, + "IoU": 0.0, + "TN": 173191, + "TP": 0, + "n_pred": 2041, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8882665468081918, + "FN": 8243, + "FP": 1452, + "IoU": 0.7989923702106485, + "TN": 127000, + "TP": 38537, + "n_pred": 39989, + "n_ref": 46780 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8441940225379716, + "FN": 3178, + "FP": 1274, + "IoU": 0.7303942348452734, + "TN": 158719, + "TP": 12061, + "n_pred": 13335, + "n_ref": 15239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 4736, + "IoU": 0.0, + "TN": 170496, + "TP": 0, + "n_pred": 4736, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5314285714285715, + "FN": 164, + "FP": 0, + "IoU": 0.36186770428015563, + "TN": 174975, + "TP": 93, + "n_pred": 93, + "n_ref": 257 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 218, + "IoU": 0.0, + "TN": 175014, + "TP": 0, + "n_pred": 218, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.584886603617666, + "FN": 4422, + "FP": 99, + "IoU": 0.4133143005450298, + "TN": 167526, + "TP": 3185, + "n_pred": 3284, + "n_ref": 7607 + }, + "6": { + "Dice": 0.04244239031376123, + "FN": 7355, + "FP": 7355, + "IoU": 0.021681298217611066, + "TN": 160196, + "TP": 326, + "n_pred": 7681, + "n_ref": 7681 + }, + "7": { + "Dice": 0.6920413745939477, + "FN": 11629, + "FP": 2781, + "IoU": 0.5291003561975098, + "TN": 144631, + "TP": 16191, + "n_pred": 18972, + "n_ref": 27820 + }, + "8": { + "Dice": 0.9381300373616561, + "FN": 556, + "FP": 2077, + "IoU": 0.8834697942022571, + "TN": 152637, + "TP": 19962, + "n_pred": 22039, + "n_ref": 20518 + }, + "9": { + "Dice": 0.23518850987432674, + "FN": 1695, + "FP": 9, + "IoU": 0.13326551373346898, + "TN": 173266, + "TP": 262, + "n_pred": 271, + "n_ref": 1957 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.1872764712257505, + "FN": 59992, + "FP": 0, + "IoU": 0.10331220853760613, + "TN": 108328, + "TP": 6912, + "n_pred": 6912, + "n_ref": 66904 + }, + "15": { + "Dice": 0.17529577770541627, + "FN": 14128, + "FP": 1068, + "IoU": 0.09606805068110166, + "TN": 158421, + "TP": 1615, + "n_pred": 2683, + "n_ref": 15743 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 175228, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 175230, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7266219898372487, + "FN": 17370, + "FP": 1191, + "IoU": 0.5706255204959748, + "TN": 132004, + "TP": 24667, + "n_pred": 25858, + "n_ref": 42037 + }, + "15": { + "Dice": 0.5909589041095891, + "FN": 3821, + "FP": 5137, + "IoU": 0.4194050165273187, + "TN": 159803, + "TP": 6471, + "n_pred": 11608, + "n_ref": 10292 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 3309, + "FP": 1986, + "IoU": 0.0, + "TN": 169937, + "TP": 0, + "n_pred": 1986, + "n_ref": 3309 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2839, + "IoU": 0.0, + "TN": 172393, + "TP": 0, + "n_pred": 2839, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 45, + "IoU": 0.0, + "TN": 175187, + "TP": 0, + "n_pred": 45, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3230, + "IoU": 0.0, + "TN": 172002, + "TP": 0, + "n_pred": 3230, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3126, + "IoU": 0.0, + "TN": 172106, + "TP": 0, + "n_pred": 3126, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8502520424126543, + "FN": 338, + "FP": 3108, + "IoU": 0.7395116788872931, + "TN": 162003, + "TP": 9783, + "n_pred": 12891, + "n_ref": 10121 + }, + "7": { + "Dice": 0.6945896857284386, + "FN": 26944, + "FP": 801, + "IoU": 0.5320853360317058, + "TN": 115937, + "TP": 31550, + "n_pred": 32351, + "n_ref": 58494 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 412, + "IoU": 0.0, + "TN": 174820, + "TP": 0, + "n_pred": 412, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 113, + "IoU": 0.0, + "TN": 175119, + "TP": 0, + "n_pred": 113, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0398.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.3209349255308529, + "FN": 2938.616666666667, + "FP": 1995.4416666666666, + "IoU": 0.25705611491572966, + "TN": 167313.98333333334, + "TP": 2983.9583333333335, + "n_pred": 4979.4, + "n_ref": 5922.575 + }, + "mean": { + "1": { + "Dice": 0.5297548434787372, + "FN": 3741.375, + "FP": 6215.5, + "IoU": 0.4395117655303764, + "TN": 158195.375, + "TP": 7079.75, + "n_pred": 13295.25, + "n_ref": 10821.125 + }, + "10": { + "Dice": 0.3054763006981994, + "FN": 1553.125, + "FP": 414.875, + "IoU": 0.2134654552256347, + "TN": 172265.875, + "TP": 998.125, + "n_pred": 1413.0, + "n_ref": 2551.25 + }, + "11": { + "Dice": 0.0, + "FN": 0.0, + "FP": 0.875, + "IoU": 0.0, + "TN": 175231.125, + "TP": 0.0, + "n_pred": 0.875, + "n_ref": 0.0 + }, + "12": { + "Dice": 0.03616813294232649, + "FN": 474.5, + "FP": 10.375, + "IoU": 0.018762677484787018, + "TN": 174728.625, + "TP": 18.5, + "n_pred": 28.875, + "n_ref": 493.0 + }, + "13": { + "Dice": 0.639364203977031, + "FN": 2113.125, + "FP": 1137.25, + "IoU": 0.4709889017310423, + "TN": 168845.25, + "TP": 3136.375, + "n_pred": 4273.625, + "n_ref": 5249.5 + }, + "14": { + "Dice": 0.2731732796090063, + "FN": 24622.0, + "FP": 0.0, + "IoU": 0.18792187459897852, + "TN": 148779.5, + "TP": 1830.5, + "n_pred": 1830.5, + "n_ref": 26452.5 + }, + "15": { + "Dice": 0.0, + "FN": 2.625, + "FP": 35.125, + "IoU": 0.0, + "TN": 175194.25, + "TP": 0.0, + "n_pred": 35.125, + "n_ref": 2.625 + }, + "2": { + "Dice": 0.0, + "FN": 1.5, + "FP": 453.0, + "IoU": 0.0, + "TN": 174777.5, + "TP": 0.0, + "n_pred": 453.0, + "n_ref": 1.5 + }, + "3": { + "Dice": 0.28127577673907067, + "FN": 790.875, + "FP": 1049.125, + "IoU": 0.24328180737217597, + "TN": 170706.625, + "TP": 2685.375, + "n_pred": 3734.5, + "n_ref": 3476.25 + }, + "4": { + "Dice": 0.2980989136649514, + "FN": 605.0, + "FP": 101.75, + "IoU": 0.21235108441095613, + "TN": 174003.875, + "TP": 521.375, + "n_pred": 623.125, + "n_ref": 1126.375 + }, + "5": { + "Dice": 0.8057105039236079, + "FN": 168.875, + "FP": 88.0, + "IoU": 0.6746358454718177, + "TN": 174442.5, + "TP": 532.625, + "n_pred": 620.625, + "n_ref": 701.5 + }, + "6": { + "Dice": 0.31444778013655506, + "FN": 6617.875, + "FP": 17832.25, + "IoU": 0.27708337155615664, + "TN": 131357.0, + "TP": 19424.875, + "n_pred": 37257.125, + "n_ref": 26042.75 + }, + "7": { + "Dice": 0.3870605738643695, + "FN": 1085.875, + "FP": 960.375, + "IoU": 0.3164726576756266, + "TN": 171610.5, + "TP": 1575.25, + "n_pred": 2535.625, + "n_ref": 2661.125 + }, + "8": { + "Dice": 0.8142154060286416, + "FN": 988.875, + "FP": 1307.0, + "IoU": 0.7211771406845537, + "TN": 166490.375, + "TP": 6445.75, + "n_pred": 7752.75, + "n_ref": 7434.625 + }, + "9": { + "Dice": 0.12927816790029734, + "FN": 1313.625, + "FP": 326.125, + "IoU": 0.08018914199383916, + "TN": 173081.375, + "TP": 510.875, + "n_pred": 837.0, + "n_ref": 1824.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.7991169977924945, + "FN": 296, + "FP": 68, + "IoU": 0.6654411764705882, + "TN": 174144, + "TP": 724, + "n_pred": 792, + "n_ref": 1020 + }, + "10": { + "Dice": 0.657563025210084, + "FN": 3496, + "FP": 1720, + "IoU": 0.48982785602503914, + "TN": 165008, + "TP": 5008, + "n_pred": 6728, + "n_ref": 8504 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.07233626588465299, + "FN": 3796, + "FP": 0, + "IoU": 0.037525354969574036, + "TN": 171288, + "TP": 148, + "n_pred": 148, + "n_ref": 3944 + }, + "13": { + "Dice": 0.5875077303648732, + "FN": 2428, + "FP": 240, + "IoU": 0.4159369527145359, + "TN": 170664, + "TP": 1900, + "n_pred": 2140, + "n_ref": 4328 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 130, + "IoU": 0.0, + "TN": 175102, + "TP": 0, + "n_pred": 130, + "n_ref": 0 + }, + "3": { + "Dice": 0.843827330217212, + "FN": 6327, + "FP": 1625, + "IoU": 0.7298454221165279, + "TN": 145797, + "TP": 21483, + "n_pred": 23108, + "n_ref": 27810 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.852017937219731, + "FN": 13, + "FP": 20, + "IoU": 0.7421875, + "TN": 175104, + "TP": 95, + "n_pred": 115, + "n_ref": 108 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9387856875701284, + "FN": 790, + "FP": 192, + "IoU": 0.8846334586466166, + "TN": 166720, + "TP": 7530, + "n_pred": 7722, + "n_ref": 8320 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.2911813643926789, + "FN": 8180, + "FP": 340, + "IoU": 0.17039922103213243, + "TN": 164962, + "TP": 1750, + "n_pred": 2090, + "n_ref": 9930 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 83, + "IoU": 0.0, + "TN": 175149, + "TP": 0, + "n_pred": 83, + "n_ref": 0 + }, + "13": { + "Dice": 0.6568970461714941, + "FN": 4979, + "FP": 6985, + "IoU": 0.4890891232865013, + "TN": 151815, + "TP": 11453, + "n_pred": 18438, + "n_ref": 16432 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 175211, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.5644996248038747, + "FN": 2623, + "FP": 10145, + "IoU": 0.3932424084018438, + "TN": 154189, + "TP": 8275, + "n_pred": 18420, + "n_ref": 10898 + }, + "9": { + "Dice": 0.387834503700892, + "FN": 10509, + "FP": 2393, + "IoU": 0.24056742598151745, + "TN": 158243, + "TP": 4087, + "n_pred": 6480, + "n_ref": 14596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8057105039236079, + "FN": 1351, + "FP": 704, + "IoU": 0.6746358454718177, + "TN": 168916, + "TP": 4261, + "n_pred": 4965, + "n_ref": 5612 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 53, + "IoU": 0.0, + "TN": 175179, + "TP": 0, + "n_pred": 53, + "n_ref": 0 + }, + "7": { + "Dice": 0.8108108108108109, + "FN": 42, + "FP": 0, + "IoU": 0.6818181818181818, + "TN": 175100, + "TP": 90, + "n_pred": 90, + "n_ref": 132 + }, + "8": { + "Dice": 0.9393609057119217, + "FN": 4498, + "FP": 119, + "IoU": 0.8856555550052009, + "TN": 134854, + "TP": 35761, + "n_pred": 35880, + "n_ref": 40259 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 175227, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 49591, + "IoU": 0.0, + "TN": 125641, + "TP": 0, + "n_pred": 49591, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6909975958677489, + "FN": 51920, + "FP": 6, + "IoU": 0.5278810746920034, + "TN": 65247, + "TP": 58059, + "n_pred": 58065, + "n_ref": 109979 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.5463465592180126, + "FN": 24319, + "FP": 0, + "IoU": 0.37584374919795704, + "TN": 136269, + "TP": 14644, + "n_pred": 14644, + "n_ref": 38963 + }, + "15": { + "Dice": 0.0, + "FN": 21, + "FP": 113, + "IoU": 0.0, + "TN": 175098, + "TP": 0, + "n_pred": 113, + "n_ref": 21 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 175195, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 175228, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 217, + "IoU": 0.0, + "TN": 175015, + "TP": 0, + "n_pred": 217, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 211, + "IoU": 0.0, + "TN": 175021, + "TP": 0, + "n_pred": 211, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 103, + "IoU": 0.0, + "TN": 175129, + "TP": 0, + "n_pred": 103, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 172657, + "FP": 0, + "IoU": 0.0, + "TN": 2575, + "TP": 0, + "n_pred": 0, + "n_ref": 172657 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 168, + "IoU": 0.0, + "TN": 175064, + "TP": 0, + "n_pred": 168, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3494, + "IoU": 0.0, + "TN": 171738, + "TP": 0, + "n_pred": 3494, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 132075, + "IoU": 0.0, + "TN": 43157, + "TP": 0, + "n_pred": 132075, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4419, + "IoU": 0.0, + "TN": 170813, + "TP": 0, + "n_pred": 4419, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7901475326437172, + "FN": 29635, + "FP": 65, + "IoU": 0.653094120120541, + "TN": 89618, + "TP": 55914, + "n_pred": 55979, + "n_ref": 85549 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 118, + "IoU": 0.0, + "TN": 175114, + "TP": 0, + "n_pred": 118, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6731, + "IoU": 0.0, + "TN": 168501, + "TP": 0, + "n_pred": 6731, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 5790, + "IoU": 0.0, + "TN": 169442, + "TP": 0, + "n_pred": 5790, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 2123, + "FP": 876, + "IoU": 0.0, + "TN": 172233, + "TP": 0, + "n_pred": 876, + "n_ref": 2123 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5786371138882339, + "FN": 749, + "FP": 1038, + "IoU": 0.407100199071002, + "TN": 172218, + "TP": 1227, + "n_pred": 2265, + "n_ref": 1976 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 175225, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6736878353947255, + "FN": 9498, + "FP": 1873, + "IoU": 0.5079406291920897, + "TN": 152123, + "TP": 11738, + "n_pred": 13611, + "n_ref": 21236 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 12, + "FP": 0, + "IoU": 0.0, + "TN": 175220, + "TP": 0, + "n_pred": 0, + "n_ref": 12 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.5961978273299028, + "FN": 4840, + "FP": 810, + "IoU": 0.42470216882191225, + "TN": 165411, + "TP": 4171, + "n_pred": 4981, + "n_ref": 9011 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9725667080049606, + "FN": 1010, + "FP": 4476, + "IoU": 0.9465983977572495, + "TN": 72501, + "TP": 97245, + "n_pred": 101721, + "n_ref": 98255 + }, + "7": { + "Dice": 0.7374314846466671, + "FN": 6522, + "FP": 2388, + "IoU": 0.5840724488843245, + "TN": 153810, + "TP": 12512, + "n_pred": 14900, + "n_ref": 19034 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0336.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": NaN, + "FN": 1792.5416666666667, + "FP": 1066.9416666666666, + "IoU": NaN, + "TN": 171220.13333333333, + "TP": 1152.3833333333334, + "n_pred": 2219.325, + "n_ref": 2944.925 + }, + "mean": { + "1": { + "Dice": 0.42462311557788945, + "FN": 7.5, + "FP": 982.375, + "IoU": 0.36899563318777295, + "TN": 174221.0, + "TP": 21.125, + "n_pred": 1003.5, + "n_ref": 28.625 + }, + "10": { + "Dice": 0.15195798675436542, + "FN": 5539.875, + "FP": 167.625, + "IoU": 0.09328217816316116, + "TN": 167907.875, + "TP": 1616.625, + "n_pred": 1784.25, + "n_ref": 7156.5 + }, + "11": { + "Dice": 0.0, + "FN": 0.0, + "FP": 5.625, + "IoU": 0.0, + "TN": 175226.375, + "TP": 0.0, + "n_pred": 5.625, + "n_ref": 0.0 + }, + "12": { + "Dice": 0.0, + "FN": 264.875, + "FP": 48.625, + "IoU": 0.0, + "TN": 174918.5, + "TP": 0.0, + "n_pred": 48.625, + "n_ref": 264.875 + }, + "13": { + "Dice": 0.12060843377812798, + "FN": 2634.5, + "FP": 236.875, + "IoU": 0.07236948282774801, + "TN": 171936.75, + "TP": 423.875, + "n_pred": 660.75, + "n_ref": 3058.375 + }, + "14": { + "Dice": 0.020010495014867936, + "FN": 20.25, + "FP": 6060.625, + "IoU": 0.010532130362732461, + "TN": 169115.375, + "TP": 35.75, + "n_pred": 6096.375, + "n_ref": 56.0 + }, + "15": { + "Dice": 0.0, + "FN": 0.0, + "FP": 497.375, + "IoU": 0.0, + "TN": 174734.625, + "TP": 0.0, + "n_pred": 497.375, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.0, + "FN": 0.0, + "FP": 436.5, + "IoU": 0.0, + "TN": 174795.5, + "TP": 0.0, + "n_pred": 436.5, + "n_ref": 0.0 + }, + "3": { + "Dice": 0.8763556531994986, + "FN": 1622.625, + "FP": 168.5, + "IoU": 0.7948833730363875, + "TN": 169839.875, + "TP": 3601.0, + "n_pred": 3769.5, + "n_ref": 5223.625 + }, + "4": { + "Dice": 0.05819012399390907, + "FN": 2164.75, + "FP": 0.0, + "IoU": 0.029966952332941242, + "TN": 173000.375, + "TP": 66.875, + "n_pred": 66.875, + "n_ref": 2231.625 + }, + "5": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 175232.0, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "6": { + "Dice": 0.25975321376802124, + "FN": 5141.875, + "FP": 5779.625, + "IoU": 0.22139921382089697, + "TN": 158690.625, + "TP": 5619.875, + "n_pred": 11399.5, + "n_ref": 10761.75 + }, + "7": { + "Dice": 0.15652255734172646, + "FN": 9314.0, + "FP": 1342.625, + "IoU": 0.10588219085291267, + "TN": 161855.25, + "TP": 2720.125, + "n_pred": 4062.75, + "n_ref": 12034.125 + }, + "8": { + "Dice": 0.9641220611391546, + "FN": 104.5, + "FP": 57.25, + "IoU": 0.9307658325466381, + "TN": 172722.0, + "TP": 2348.25, + "n_pred": 2405.5, + "n_ref": 2452.75 + }, + "9": { + "Dice": 0.8499393629922768, + "FN": 73.375, + "FP": 220.5, + "IoU": 0.7390387390387391, + "TN": 174105.875, + "TP": 832.25, + "n_pred": 1052.75, + "n_ref": 905.625 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 7859, + "IoU": 0.0, + "TN": 167373, + "TP": 0, + "n_pred": 7859, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 2505, + "FP": 15, + "IoU": 0.0, + "TN": 172712, + "TP": 0, + "n_pred": 15, + "n_ref": 2505 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 45, + "IoU": 0.0, + "TN": 175187, + "TP": 0, + "n_pred": 45, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2003, + "FP": 78, + "IoU": 0.0, + "TN": 173151, + "TP": 0, + "n_pred": 78, + "n_ref": 2003 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1108, + "IoU": 0.0, + "TN": 174124, + "TP": 0, + "n_pred": 1108, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1231, + "IoU": 0.0, + "TN": 174001, + "TP": 0, + "n_pred": 1231, + "n_ref": 0 + }, + "3": { + "Dice": 0.7486596562277089, + "FN": 9800, + "FP": 1123, + "IoU": 0.5982861976389247, + "TN": 148041, + "TP": 16268, + "n_pred": 17391, + "n_ref": 26068 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 41229, + "IoU": 0.0, + "TN": 134003, + "TP": 0, + "n_pred": 41229, + "n_ref": 0 + }, + "7": { + "Dice": 0.0010379460878590836, + "FN": 32723, + "FP": 0, + "IoU": 0.0005192425167990226, + "TN": 142492, + "TP": 17, + "n_pred": 17, + "n_ref": 32740 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.10005247507433969, + "FN": 162, + "FP": 4983, + "IoU": 0.05266065181366231, + "TN": 169801, + "TP": 286, + "n_pred": 5269, + "n_ref": 448 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1388, + "IoU": 0.0, + "TN": 173844, + "TP": 0, + "n_pred": 1388, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 429, + "IoU": 0.0, + "TN": 174803, + "TP": 0, + "n_pred": 429, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.42761456023651145, + "FN": 24253, + "FP": 529, + "IoU": 0.2719527600693322, + "TN": 141193, + "TP": 9257, + "n_pred": 9786, + "n_ref": 33510 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 58, + "IoU": 0.0, + "TN": 175174, + "TP": 0, + "n_pred": 58, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 22983, + "IoU": 0.0, + "TN": 152249, + "TP": 0, + "n_pred": 22983, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2591, + "IoU": 0.0, + "TN": 172641, + "TP": 0, + "n_pred": 2591, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.3572208299380391, + "FN": 37521, + "FP": 4286, + "IoU": 0.21744908655286013, + "TN": 121808, + "TP": 11617, + "n_pred": 15903, + "n_ref": 49138 + }, + "7": { + "Dice": 0.26814516129032256, + "FN": 17686, + "FP": 464, + "IoU": 0.1548311990686845, + "TN": 153757, + "TP": 3325, + "n_pred": 3789, + "n_ref": 21011 + }, + "8": { + "Dice": 0.9596228239845261, + "FN": 23, + "FP": 311, + "IoU": 0.9223797350685569, + "TN": 170929, + "TP": 3969, + "n_pred": 4280, + "n_ref": 3992 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8492462311557789, + "FN": 60, + "FP": 0, + "IoU": 0.7379912663755459, + "TN": 175003, + "TP": 169, + "n_pred": 169, + "n_ref": 229 + }, + "10": { + "Dice": 0.3090132385907034, + "FN": 15540, + "FP": 797, + "IoU": 0.18274137068534266, + "TN": 155242, + "TP": 3653, + "n_pred": 4450, + "n_ref": 19193 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 116, + "FP": 0, + "IoU": 0.0, + "TN": 175116, + "TP": 0, + "n_pred": 0, + "n_ref": 116 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 18949, + "IoU": 0.0, + "TN": 156283, + "TP": 0, + "n_pred": 18949, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2261, + "IoU": 0.0, + "TN": 172971, + "TP": 0, + "n_pred": 2261, + "n_ref": 0 + }, + "3": { + "Dice": 0.8804073033707865, + "FN": 3181, + "FP": 225, + "IoU": 0.7863639214702377, + "TN": 159289, + "TP": 12537, + "n_pred": 12762, + "n_ref": 15718 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 185, + "IoU": 0.0, + "TN": 175047, + "TP": 0, + "n_pred": 185, + "n_ref": 0 + }, + "7": { + "Dice": 0.6294588692065033, + "FN": 21333, + "FP": 45, + "IoU": 0.4592776203966006, + "TN": 135696, + "TP": 18158, + "n_pred": 18203, + "n_ref": 39491 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 462, + "IoU": 0.0, + "TN": 174770, + "TP": 0, + "n_pred": 462, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 175221, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 204, + "IoU": 0.0, + "TN": 175028, + "TP": 0, + "n_pred": 204, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.023162134944612285, + "FN": 1940, + "FP": 0, + "IoU": 0.011716760061130923, + "TN": 173269, + "TP": 23, + "n_pred": 23, + "n_ref": 1963 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 311, + "IoU": 0.0, + "TN": 174921, + "TP": 0, + "n_pred": 311, + "n_ref": 0 + }, + "13": { + "Dice": 0.3457435682911525, + "FN": 10739, + "FP": 1773, + "IoU": 0.20900240232646353, + "TN": 159414, + "TP": 3306, + "n_pred": 5079, + "n_ref": 14045 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 1.0, + "FN": 0, + "FP": 0, + "IoU": 1.0, + "TN": 175229, + "TP": 3, + "n_pred": 3, + "n_ref": 3 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9686212982937831, + "FN": 813, + "FP": 147, + "IoU": 0.9391519300247195, + "TN": 159455, + "TP": 14817, + "n_pred": 14964, + "n_ref": 15630 + }, + "9": { + "Dice": 0.8499393629922768, + "FN": 587, + "FP": 1764, + "IoU": 0.7390387390387391, + "TN": 166223, + "TP": 6658, + "n_pred": 8422, + "n_ref": 7245 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 81, + "FP": 0, + "IoU": 0.0, + "TN": 175151, + "TP": 0, + "n_pred": 0, + "n_ref": 81 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.01608173304323148, + "FN": 10337, + "FP": 64, + "IoU": 0.00810604615678047, + "TN": 164746, + "TP": 85, + "n_pred": 149, + "n_ref": 10422 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.05819012399390907, + "FN": 17318, + "FP": 0, + "IoU": 0.029966952332941242, + "TN": 157379, + "TP": 535, + "n_pred": 535, + "n_ref": 17853 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9415452389020671, + "FN": 3614, + "FP": 526, + "IoU": 0.8895469825516248, + "TN": 137750, + "TP": 33342, + "n_pred": 33868, + "n_ref": 36956 + }, + "7": { + "Dice": 0.040493367465673724, + "FN": 2770, + "FP": 9599, + "IoU": 0.020665083135391924, + "TN": 162602, + "TP": 261, + "n_pred": 9860, + "n_ref": 3031 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0299.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": NaN, + "FN": 1326.3833333333334, + "FP": 1607.45, + "IoU": NaN, + "TN": 169993.11666666667, + "TP": 2305.05, + "n_pred": 3912.5, + "n_ref": 3631.4333333333334 + }, + "mean": { + "1": { + "Dice": 0.19486505720698527, + "FN": 223.625, + "FP": 597.125, + "IoU": 0.1899871904355252, + "TN": 168849.375, + "TP": 5561.875, + "n_pred": 6159.0, + "n_ref": 5785.5 + }, + "10": { + "Dice": 0.008810884867954836, + "FN": 2614.125, + "FP": 229.375, + "IoU": 0.004484466673078773, + "TN": 172341.875, + "TP": 46.625, + "n_pred": 276.0, + "n_ref": 2660.75 + }, + "11": { + "Dice": 0.0, + "FN": 0.0, + "FP": 0.125, + "IoU": 0.0, + "TN": 175231.875, + "TP": 0.0, + "n_pred": 0.125, + "n_ref": 0.0 + }, + "12": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 175232.0, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "13": { + "Dice": 0.15502850090737547, + "FN": 2367.875, + "FP": 617.0, + "IoU": 0.11419269145165414, + "TN": 171732.25, + "TP": 514.875, + "n_pred": 1131.875, + "n_ref": 2882.75 + }, + "14": { + "Dice": 0.7707287906993832, + "FN": 1566.875, + "FP": 3237.5, + "IoU": 0.6311220886420985, + "TN": 162198.875, + "TP": 8228.75, + "n_pred": 11466.25, + "n_ref": 9795.625 + }, + "15": { + "Dice": 0.0, + "FN": 7856.125, + "FP": 828.375, + "IoU": 0.0, + "TN": 166547.5, + "TP": 0.0, + "n_pred": 828.375, + "n_ref": 7856.125 + }, + "2": { + "Dice": 0.5639755000748142, + "FN": 492.875, + "FP": 340.875, + "IoU": 0.49644237083539516, + "TN": 168257.375, + "TP": 6140.875, + "n_pred": 6481.75, + "n_ref": 6633.75 + }, + "3": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 175232.0, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "4": { + "Dice": 0.0, + "FN": 0.0, + "FP": 73.5, + "IoU": 0.0, + "TN": 175158.5, + "TP": 0.0, + "n_pred": 73.5, + "n_ref": 0.0 + }, + "5": { + "Dice": 0.0, + "FN": 685.875, + "FP": 0.0, + "IoU": 0.0, + "TN": 174546.125, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 685.875 + }, + "6": { + "Dice": 0.26899637422163347, + "FN": 473.25, + "FP": 11806.125, + "IoU": 0.23691240755654452, + "TN": 154802.0, + "TP": 8150.625, + "n_pred": 19956.75, + "n_ref": 8623.875 + }, + "7": { + "Dice": 0.15474516686610823, + "FN": 203.375, + "FP": 1902.875, + "IoU": 0.09778294563465623, + "TN": 172910.875, + "TP": 214.875, + "n_pred": 2117.75, + "n_ref": 418.25 + }, + "8": { + "Dice": 0.41799891780215453, + "FN": 780.0, + "FP": 59.125, + "IoU": 0.3591049317499894, + "TN": 172268.5, + "TP": 2124.375, + "n_pred": 2183.5, + "n_ref": 2904.375 + }, + "9": { + "Dice": 0.4002922428713332, + "FN": 2631.75, + "FP": 4419.75, + "IoU": 0.30935935662130765, + "TN": 164587.625, + "TP": 3592.875, + "n_pred": 8012.625, + "n_ref": 6224.625 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 260, + "IoU": 0.0, + "TN": 174972, + "TP": 0, + "n_pred": 260, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8326729247357435, + "FN": 1193, + "FP": 13798, + "IoU": 0.7133158669751964, + "TN": 122941, + "TP": 37300, + "n_pred": 51098, + "n_ref": 38493 + }, + "15": { + "Dice": 0.0, + "FN": 16131, + "FP": 1604, + "IoU": 0.0, + "TN": 157497, + "TP": 0, + "n_pred": 1604, + "n_ref": 16131 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.035243539471819345, + "FN": 20393, + "FP": 28, + "IoU": 0.01793786669231509, + "TN": 154438, + "TP": 373, + "n_pred": 401, + "n_ref": 20766 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.08549476135040746, + "FN": 18699, + "FP": 940, + "IoU": 0.04465632144768206, + "TN": 154675, + "TP": 918, + "n_pred": 1858, + "n_ref": 19617 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7517956903431764, + "FN": 196, + "FP": 115, + "IoU": 0.6023017902813299, + "TN": 174450, + "TP": 471, + "n_pred": 586, + "n_ref": 667 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 17059, + "IoU": 0.0, + "TN": 158173, + "TP": 0, + "n_pred": 17059, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.364373325814183, + "FN": 4112, + "FP": 31956, + "IoU": 0.22277291729517734, + "TN": 128826, + "TP": 10338, + "n_pred": 42294, + "n_ref": 14450 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 1031, + "FP": 0, + "IoU": 0.0, + "TN": 174201, + "TP": 0, + "n_pred": 0, + "n_ref": 1031 + }, + "10": { + "Dice": 0.0, + "FN": 144, + "FP": 0, + "IoU": 0.0, + "TN": 175088, + "TP": 0, + "n_pred": 0, + "n_ref": 144 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 73, + "IoU": 0.0, + "TN": 175159, + "TP": 0, + "n_pred": 73, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 162, + "IoU": 0.0, + "TN": 175070, + "TP": 0, + "n_pred": 162, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 5225, + "FP": 0, + "IoU": 0.0, + "TN": 170007, + "TP": 0, + "n_pred": 0, + "n_ref": 5225 + }, + "6": { + "Dice": 0.6380456487121806, + "FN": 3405, + "FP": 25235, + "IoU": 0.46847799862665407, + "TN": 121349, + "TP": 25243, + "n_pred": 50478, + "n_ref": 28648 + }, + "7": { + "Dice": 0.2883925009972078, + "FN": 1566, + "FP": 5570, + "IoU": 0.1684921929620135, + "TN": 166650, + "TP": 1446, + "n_pred": 7016, + "n_ref": 3012 + }, + "8": { + "Dice": 0.8359978356043091, + "FN": 6240, + "FP": 428, + "IoU": 0.7182098634999788, + "TN": 151569, + "TP": 16995, + "n_pred": 17423, + "n_ref": 23235 + }, + "9": { + "Dice": 0.8222222222222222, + "FN": 4518, + "FP": 3402, + "IoU": 0.6981132075471698, + "TN": 148997, + "TP": 18315, + "n_pred": 21717, + "n_ref": 22833 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 83, + "IoU": 0.0, + "TN": 175149, + "TP": 0, + "n_pred": 83, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1807, + "IoU": 0.0, + "TN": 173425, + "TP": 0, + "n_pred": 1807, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 175195, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 262, + "FP": 0, + "IoU": 0.0, + "TN": 174970, + "TP": 0, + "n_pred": 0, + "n_ref": 262 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 27976, + "IoU": 0.0, + "TN": 147256, + "TP": 0, + "n_pred": 27976, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6819, + "IoU": 0.0, + "TN": 168413, + "TP": 0, + "n_pred": 6819, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 45, + "IoU": 0.0, + "TN": 175187, + "TP": 0, + "n_pred": 45, + "n_ref": 0 + }, + "9": { + "Dice": 0.014281180577594414, + "FN": 12424, + "FP": 0, + "IoU": 0.007191945021575835, + "TN": 162718, + "TP": 90, + "n_pred": 90, + "n_ref": 12514 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 175231, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6896477431864699, + "FN": 244, + "FP": 2637, + "IoU": 0.5263071358105886, + "TN": 169150, + "TP": 3201, + "n_pred": 5838, + "n_ref": 3445 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9401308098812664, + "FN": 3747, + "FP": 2450, + "IoU": 0.8870253222248555, + "TN": 120379, + "TP": 48656, + "n_pred": 51106, + "n_ref": 52403 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 588, + "IoU": 0.0, + "TN": 174644, + "TP": 0, + "n_pred": 588, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9759325966176201, + "FN": 381, + "FP": 1590, + "IoU": 0.952996446712613, + "TN": 133299, + "TP": 39962, + "n_pred": 41552, + "n_ref": 40343 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2244, + "IoU": 0.0, + "TN": 172988, + "TP": 0, + "n_pred": 2244, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9743252860349264, + "FN": 758, + "FP": 1587, + "IoU": 0.9499359521776259, + "TN": 128392, + "TP": 44495, + "n_pred": 46082, + "n_ref": 45253 + }, + "10": { + "Dice": 0.0, + "FN": 376, + "FP": 0, + "IoU": 0.0, + "TN": 174856, + "TP": 0, + "n_pred": 0, + "n_ref": 376 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1249, + "IoU": 0.0, + "TN": 173983, + "TP": 0, + "n_pred": 1249, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 175226, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "7": { + "Dice": 0.48533333333333334, + "FN": 61, + "FP": 518, + "IoU": 0.3204225352112676, + "TN": 174380, + "TP": 273, + "n_pred": 791, + "n_ref": 334 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2847, + "IoU": 0.0, + "TN": 172385, + "TP": 0, + "n_pred": 2847, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7087846566630229, + "FN": 11342, + "FP": 12102, + "IoU": 0.5489283103090007, + "TN": 123258, + "TP": 28530, + "n_pred": 40632, + "n_ref": 39872 + }, + "15": { + "Dice": 0.0, + "FN": 46718, + "FP": 5023, + "IoU": 0.0, + "TN": 123491, + "TP": 0, + "n_pred": 5023, + "n_ref": 46718 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 22583, + "IoU": 0.0, + "TN": 152649, + "TP": 0, + "n_pred": 22583, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 72, + "IoU": 0.0, + "TN": 175160, + "TP": 0, + "n_pred": 72, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974136/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0358.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": NaN, + "FN": 2027.9683333333335, + "FP": 1252.5883333333334, + "IoU": NaN, + "TN": 169662.28333333335, + "TP": 2289.16, + "n_pred": 3541.748333333333, + "n_ref": 4317.128333333333 + }, + "mean": { + "1": { + "Dice": 0.28805954178465565, + "FN": 2207.05, + "FP": 1679.55, + "IoU": 0.23535081873083796, + "TN": 168481.35, + "TP": 2864.05, + "n_pred": 4543.6, + "n_ref": 5071.1 + }, + "10": { + "Dice": 0.2085379647962497, + "FN": 2099.5, + "FP": 416.225, + "IoU": 0.15836275090264826, + "TN": 171876.625, + "TP": 839.65, + "n_pred": 1255.875, + "n_ref": 2939.15 + }, + "11": { + "Dice": 0.0, + "FN": 199.575, + "FP": 1.325, + "IoU": 0.0, + "TN": 175031.1, + "TP": 0.0, + "n_pred": 1.325, + "n_ref": 199.575 + }, + "12": { + "Dice": NaN, + "FN": 156.6, + "FP": 19.5, + "IoU": NaN, + "TN": 175049.875, + "TP": 6.025, + "n_pred": 25.525, + "n_ref": 162.625 + }, + "13": { + "Dice": 0.25774385821583795, + "FN": 1984.6, + "FP": 620.325, + "IoU": 0.18979731189128868, + "TN": 171616.8, + "TP": 1010.275, + "n_pred": 1630.6, + "n_ref": 2994.875 + }, + "14": { + "Dice": NaN, + "FN": 7175.875, + "FP": 1891.9, + "IoU": NaN, + "TN": 163355.75, + "TP": 2808.475, + "n_pred": 4700.375, + "n_ref": 9984.35 + }, + "15": { + "Dice": NaN, + "FN": 2020.475, + "FP": 427.3, + "IoU": NaN, + "TN": 172582.075, + "TP": 202.15, + "n_pred": 629.45, + "n_ref": 2222.625 + }, + "2": { + "Dice": 0.20170478769546585, + "FN": 879.5, + "FP": 1312.125, + "IoU": 0.1759272737838851, + "TN": 170107.05, + "TP": 2933.325, + "n_pred": 4245.45, + "n_ref": 3812.825 + }, + "3": { + "Dice": NaN, + "FN": 2380.5, + "FP": 624.875, + "IoU": NaN, + "TN": 170073.525, + "TP": 2153.1, + "n_pred": 2777.975, + "n_ref": 4533.6 + }, + "4": { + "Dice": NaN, + "FN": 553.95, + "FP": 113.2, + "IoU": NaN, + "TN": 174447.2, + "TP": 117.65, + "n_pred": 230.85, + "n_ref": 671.6 + }, + "5": { + "Dice": NaN, + "FN": 281.7, + "FP": 20.075, + "IoU": NaN, + "TN": 174744.075, + "TP": 186.15, + "n_pred": 206.225, + "n_ref": 467.85 + }, + "6": { + "Dice": 0.36243190537222286, + "FN": 4456.675, + "FP": 8771.025, + "IoU": 0.3173023977832865, + "TN": 148790.575, + "TP": 13213.725, + "n_pred": 21984.75, + "n_ref": 17670.4 + }, + "7": { + "Dice": 0.27268441611460276, + "FN": 4060.65, + "FP": 1210.875, + "IoU": 0.20747085655934255, + "TN": 167407.575, + "TP": 2552.9, + "n_pred": 3763.775, + "n_ref": 6613.55 + }, + "8": { + "Dice": 0.6408315161550022, + "FN": 429.825, + "FP": 407.05, + "IoU": 0.5829825197923553, + "TN": 171290.85, + "TP": 3104.275, + "n_pred": 3511.325, + "n_ref": 3534.1 + }, + "9": { + "Dice": 0.4855978492385784, + "FN": 1533.05, + "FP": 1273.475, + "IoU": 0.39127922297931395, + "TN": 170079.825, + "TP": 2345.65, + "n_pred": 3619.125, + "n_ref": 3878.7 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/loop_001/summary.json b/nnActive_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/loop_001/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fa97a009a60a435b7e609224d537cc935bb76bd3 --- /dev/null +++ b/nnActive_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/loop_001/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.58172074040656, + "FN": 55005.54933333334, + "FP": 27916.966666666674, + "IoU": 0.4622942247691501, + "TN": 96242453.34266667, + "TP": 131584.98133333336, + "n_pred": 159501.94799999995, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.7039367589146265, + "FN": 78228.8, + "FP": 11158.44, + "IoU": 0.6024382443368287, + "TN": 96251514.26, + "TP": 116059.34, + "n_pred": 127217.78, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.4790308754946686, + "FN": 44745.12, + "FP": 7869.34, + "IoU": 0.3394074933902937, + "TN": 96374868.94, + "TP": 29477.44, + "n_pred": 37346.78, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.589736428209184, + "FN": 1713.52, + "FP": 677.96, + "IoU": 0.4414869085310598, + "TN": 96452582.5, + "TP": 1986.86, + "n_pred": 2664.82, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.28310707110742733, + "FN": 3408.04, + "FP": 125.4, + "IoU": 0.18625773472520052, + "TN": 96452598.78, + "TP": 828.62, + "n_pred": 954.02, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.3561718294455601, + "FN": 42240.5, + "FP": 6410.18, + "IoU": 0.23985632305825985, + "TN": 96392692.52, + "TP": 15617.64, + "n_pred": 22027.82, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.6537805256083554, + "FN": 41690.78, + "FP": 58627.5, + "IoU": 0.5479250544851907, + "TN": 96259975.2, + "TP": 96667.36, + "n_pred": 155294.86, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.46442652791857, + "FN": 36193.48, + "FP": 6406.56, + "IoU": 0.33608354104792737, + "TN": 96396507.24, + "TP": 17853.56, + "n_pred": 24260.12, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.5457211800115584, + "FN": 77450.34, + "FP": 28171.74, + "IoU": 0.41007339626082207, + "TN": 96271947.4, + "TP": 79391.36, + "n_pred": 107563.1, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.6676667698867851, + "FN": 46882.7, + "FP": 57924.52, + "IoU": 0.5234342647142429, + "TN": 96235633.74, + "TP": 116519.88, + "n_pred": 174444.4, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.3690532078850103, + "FN": 20163.96, + "FP": 856.48, + "IoU": 0.2746314587678214, + "TN": 96429526.86, + "TP": 6413.54, + "n_pred": 7270.02, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.5314224462292924, + "FN": 10676.38, + "FP": 1015.04, + "IoU": 0.3915686489862224, + "TN": 96438793.64, + "TP": 6475.78, + "n_pred": 7490.82, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.8714395964824035, + "FN": 167214.08, + "FP": 190494.38, + "IoU": 0.7836833039240522, + "TN": 94907242.84, + "TP": 1192009.54, + "n_pred": 1382503.92, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.5409064322750982, + "FN": 207313.2, + "FP": 27661.9, + "IoU": 0.4058206513851255, + "TN": 96090374.28, + "TP": 131611.46, + "n_pred": 159273.36, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.867068167450077, + "FN": 28488.3, + "FP": 12255.42, + "IoU": 0.7733813772043727, + "TN": 96312336.24, + "TP": 103880.88, + "n_pred": 116136.3, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.8023432891797817, + "FN": 18674.04, + "FP": 9099.64, + "IoU": 0.6783649707198327, + "TN": 96370205.7, + "TP": 58981.46, + "n_pred": 68081.1, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.923940562600695, + "FN": 10396, + "FP": 3153, + "IoU": 0.8586333900232672, + "TN": 119497477, + "TP": 82294, + "n_pred": 85447, + "n_ref": 92690 + }, + "10": { + "Dice": 0.49339228812093966, + "FN": 45374, + "FP": 16153, + "IoU": 0.3274855718782791, + "TN": 119501832, + "TP": 29961, + "n_pred": 46114, + "n_ref": 75335 + }, + "11": { + "Dice": 0.691609977324263, + "FN": 1411, + "FP": 493, + "IoU": 0.5285961871750433, + "TN": 119589281, + "TP": 2135, + "n_pred": 2628, + "n_ref": 3546 + }, + "12": { + "Dice": 0.652, + "FN": 2183, + "FP": 253, + "IoU": 0.4836795252225519, + "TN": 119588602, + "TP": 2282, + "n_pred": 2535, + "n_ref": 4465 + }, + "13": { + "Dice": 0.3660561407149899, + "FN": 38647, + "FP": 10225, + "IoU": 0.2240322631863072, + "TN": 119530338, + "TP": 14110, + "n_pred": 24335, + "n_ref": 52757 + }, + "14": { + "Dice": 0.2781334248647856, + "FN": 205754, + "FP": 10863, + "IoU": 0.1615301840927741, + "TN": 119334972, + "TP": 41731, + "n_pred": 52594, + "n_ref": 247485 + }, + "15": { + "Dice": 0.014734017442293836, + "FN": 32270, + "FP": 47038, + "IoU": 0.007421684334363775, + "TN": 119513419, + "TP": 593, + "n_pred": 47631, + "n_ref": 32863 + }, + "2": { + "Dice": 0.7042026690793938, + "FN": 62966, + "FP": 2420, + "IoU": 0.543451242162298, + "TN": 119450102, + "TP": 77832, + "n_pred": 80252, + "n_ref": 140798 + }, + "3": { + "Dice": 0.8293337678157174, + "FN": 10040, + "FP": 55951, + "IoU": 0.7084288800816511, + "TN": 119366991, + "TP": 160338, + "n_pred": 216289, + "n_ref": 170378 + }, + "4": { + "Dice": 0.05513909920282328, + "FN": 75501, + "FP": 0, + "IoU": 0.028351178832492534, + "TN": 119515616, + "TP": 2203, + "n_pred": 2203, + "n_ref": 77704 + }, + "5": { + "Dice": 0.055615093913926335, + "FN": 62292, + "FP": 4680, + "IoU": 0.028602924112323045, + "TN": 119524376, + "TP": 1972, + "n_pred": 6652, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9431163406775602, + "FN": 92902, + "FP": 38467, + "IoU": 0.8923558731924999, + "TN": 118372919, + "TP": 1089032, + "n_pred": 1127499, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 64000, + "IoU": 0.0, + "TN": 119529320, + "TP": 0, + "n_pred": 64000, + "n_ref": 0 + }, + "8": { + "Dice": 0.7079967540090871, + "FN": 114630, + "FP": 27144, + "IoU": 0.5479837269805642, + "TN": 119279672, + "TP": 171874, + "n_pred": 199018, + "n_ref": 286504 + }, + "9": { + "Dice": 0.7816158448399226, + "FN": 25192, + "FP": 3498, + "IoU": 0.6415183926429429, + "TN": 119513288, + "TP": 51342, + "n_pred": 54840, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.879796293291601, + "FN": 20470, + "FP": 25462, + "IoU": 0.7853895572947086, + "TN": 72611635, + "TP": 168093, + "n_pred": 193555, + "n_ref": 188563 + }, + "10": { + "Dice": 0.5857172334877788, + "FN": 37227, + "FP": 6943, + "IoU": 0.41414436162028806, + "TN": 72750266, + "TP": 31224, + "n_pred": 38167, + "n_ref": 68451 + }, + "11": { + "Dice": 0.6170022371364653, + "FN": 868, + "FP": 844, + "IoU": 0.44613393723714007, + "TN": 72822569, + "TP": 1379, + "n_pred": 2223, + "n_ref": 2247 + }, + "12": { + "Dice": 0.4974642692485016, + "FN": 1795, + "FP": 385, + "IoU": 0.33108315434182267, + "TN": 72822401, + "TP": 1079, + "n_pred": 1464, + "n_ref": 2874 + }, + "13": { + "Dice": 0.30717868242099755, + "FN": 40200, + "FP": 4832, + "IoU": 0.18145960192674726, + "TN": 72770645, + "TP": 9983, + "n_pred": 14815, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8362063245617527, + "FN": 13874, + "FP": 10812, + "IoU": 0.7185176738882554, + "TN": 72737960, + "TP": 63014, + "n_pred": 73826, + "n_ref": 76888 + }, + "15": { + "Dice": 0.582283071901351, + "FN": 23215, + "FP": 4427, + "IoU": 0.4107188539268355, + "TN": 72778752, + "TP": 19266, + "n_pred": 23693, + "n_ref": 42481 + }, + "2": { + "Dice": 0.3404925821778338, + "FN": 107751, + "FP": 1073, + "IoU": 0.20517689678342926, + "TN": 72688744, + "TP": 28092, + "n_pred": 29165, + "n_ref": 135843 + }, + "3": { + "Dice": 0.7086702820648972, + "FN": 5030, + "FP": 95373, + "IoU": 0.5487911198993349, + "TN": 72603140, + "TP": 122117, + "n_pred": 217490, + "n_ref": 127147 + }, + "4": { + "Dice": 0.22287178139779296, + "FN": 23617, + "FP": 45, + "IoU": 0.1254111994086121, + "TN": 72798605, + "TP": 3393, + "n_pred": 3438, + "n_ref": 27010 + }, + "5": { + "Dice": 0.501079540547543, + "FN": 5738, + "FP": 39, + "IoU": 0.33429361604056235, + "TN": 72816982, + "TP": 2901, + "n_pred": 2940, + "n_ref": 8639 + }, + "6": { + "Dice": 0.8956491180091442, + "FN": 179430, + "FP": 60195, + "IoU": 0.811018610674284, + "TN": 71557678, + "TP": 1028357, + "n_pred": 1088552, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.709304397758549, + "FN": 95593, + "FP": 21855, + "IoU": 0.5495520373097693, + "TN": 72564924, + "TP": 143288, + "n_pred": 165143, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9225909188723908, + "FN": 4603, + "FP": 4390, + "IoU": 0.8563051259107759, + "TN": 72763076, + "TP": 53591, + "n_pred": 57981, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8124611952212981, + "FN": 18445, + "FP": 9042, + "IoU": 0.6841554919737552, + "TN": 72738633, + "TP": 59540, + "n_pred": 68582, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8694412997486801, + "FN": 52298, + "FP": 10093, + "IoU": 0.7690368483789527, + "TN": 71539354, + "TP": 207743, + "n_pred": 217836, + "n_ref": 260041 + }, + "10": { + "Dice": 0.6724305095852307, + "FN": 43436, + "FP": 5553, + "IoU": 0.5065124759496731, + "TN": 71710217, + "TP": 50282, + "n_pred": 55835, + "n_ref": 93718 + }, + "11": { + "Dice": 0.6099133959830477, + "FN": 1714, + "FP": 403, + "IoU": 0.4387592788971368, + "TN": 71805716, + "TP": 1655, + "n_pred": 2058, + "n_ref": 3369 + }, + "12": { + "Dice": 0.30020544427324086, + "FN": 5340, + "FP": 110, + "IoU": 0.17661278138691644, + "TN": 71802869, + "TP": 1169, + "n_pred": 1279, + "n_ref": 6509 + }, + "13": { + "Dice": 0.262757223030555, + "FN": 53788, + "FP": 2962, + "IoU": 0.151249570016302, + "TN": 71742625, + "TP": 10113, + "n_pred": 13075, + "n_ref": 63901 + }, + "14": { + "Dice": 0.8207552655237346, + "FN": 155167, + "FP": 5133, + "IoU": 0.6960007889187262, + "TN": 71282184, + "TP": 367004, + "n_pred": 372137, + "n_ref": 522171 + }, + "15": { + "Dice": 0.020109809422569014, + "FN": 178828, + "FP": 0, + "IoU": 0.010157032707305868, + "TN": 71628825, + "TP": 1835, + "n_pred": 1835, + "n_ref": 180663 + }, + "2": { + "Dice": 0.5044057294600467, + "FN": 96728, + "FP": 1812, + "IoU": 0.3372610736720337, + "TN": 71660802, + "TP": 50146, + "n_pred": 51958, + "n_ref": 146874 + }, + "3": { + "Dice": 0.7696283884387515, + "FN": 11834, + "FP": 91830, + "IoU": 0.6255251512688521, + "TN": 71532663, + "TP": 173161, + "n_pred": 264991, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7686998954339491, + "FN": 2948, + "FP": 3688, + "IoU": 0.6242993828907887, + "TN": 71791825, + "TP": 11027, + "n_pred": 14715, + "n_ref": 13975 + }, + "5": { + "Dice": 0.7952024325694015, + "FN": 3282, + "FP": 355, + "IoU": 0.660029912133109, + "TN": 71798790, + "TP": 7061, + "n_pred": 7416, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9425814009264453, + "FN": 59343, + "FP": 85498, + "IoU": 0.8913985452424209, + "TN": 70475795, + "TP": 1188852, + "n_pred": 1274350, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.8244532604649896, + "FN": 53508, + "FP": 23840, + "IoU": 0.7013360105027415, + "TN": 71550508, + "TP": 181632, + "n_pred": 205472, + "n_ref": 235140 + }, + "8": { + "Dice": 0.933974932855864, + "FN": 6121, + "FP": 4499, + "IoU": 0.8761284904471971, + "TN": 71723754, + "TP": 75114, + "n_pred": 79613, + "n_ref": 81235 + }, + "9": { + "Dice": 0.822254913347012, + "FN": 24437, + "FP": 3111, + "IoU": 0.6981603427306694, + "TN": 71718221, + "TP": 63719, + "n_pred": 66830, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8660042936704659, + "FN": 47192, + "FP": 4488, + "IoU": 0.7636751081479043, + "TN": 135226828, + "TP": 167002, + "n_pred": 171490, + "n_ref": 214194 + }, + "10": { + "Dice": 0.6636871833692424, + "FN": 39545, + "FP": 6659, + "IoU": 0.4966555548292917, + "TN": 135353716, + "TP": 45590, + "n_pred": 52249, + "n_ref": 85135 + }, + "11": { + "Dice": 0.5512635379061371, + "FN": 2020, + "FP": 466, + "IoU": 0.3805133316720658, + "TN": 135441497, + "TP": 1527, + "n_pred": 1993, + "n_ref": 3547 + }, + "12": { + "Dice": 0.329953080066596, + "FN": 4418, + "FP": 9, + "IoU": 0.1975711437375385, + "TN": 135439993, + "TP": 1090, + "n_pred": 1099, + "n_ref": 5508 + }, + "13": { + "Dice": 0.6295132985620839, + "FN": 18727, + "FP": 6987, + "IoU": 0.45933557611438186, + "TN": 135397950, + "TP": 21846, + "n_pred": 28833, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8819631529384169, + "FN": 15174, + "FP": 19045, + "IoU": 0.7888498087128224, + "TN": 135283450, + "TP": 127841, + "n_pred": 146886, + "n_ref": 143015 + }, + "15": { + "Dice": 0.538897860584302, + "FN": 31110, + "FP": 3439, + "IoU": 0.36882969783331504, + "TN": 135390772, + "TP": 20189, + "n_pred": 23628, + "n_ref": 51299 + }, + "2": { + "Dice": 0.39724735256265825, + "FN": 157528, + "FP": 307, + "IoU": 0.24785318757565072, + "TN": 135235664, + "TP": 52011, + "n_pred": 52318, + "n_ref": 209539 + }, + "3": { + "Dice": 0.6987919323151365, + "FN": 32481, + "FP": 135094, + "IoU": 0.5370331998928055, + "TN": 135083551, + "TP": 194384, + "n_pred": 329478, + "n_ref": 226865 + }, + "4": { + "Dice": 0.6654259077357872, + "FN": 17534, + "FP": 1881, + "IoU": 0.4986054439336811, + "TN": 135406788, + "TP": 19307, + "n_pred": 21188, + "n_ref": 36841 + }, + "5": { + "Dice": 0.4539438923134986, + "FN": 19023, + "FP": 2680, + "IoU": 0.29361411274573623, + "TN": 135414786, + "TP": 9021, + "n_pred": 11701, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9388445519435857, + "FN": 126057, + "FP": 74092, + "IoU": 0.8847380029600281, + "TN": 133709040, + "TP": 1536321, + "n_pred": 1610413, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.7385774368684626, + "FN": 53478, + "FP": 49517, + "IoU": 0.5855115156929739, + "TN": 135197023, + "TP": 145492, + "n_pred": 195009, + "n_ref": 198970 + }, + "8": { + "Dice": 0.7164503351058106, + "FN": 113192, + "FP": 26465, + "IoU": 0.5581788961511449, + "TN": 135129416, + "TP": 176437, + "n_pred": 202902, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8188633370479181, + "FN": 25287, + "FP": 6897, + "IoU": 0.6932841581610772, + "TN": 135340579, + "TP": 72747, + "n_pred": 79644, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.47478800812777405, + "FN": 172563, + "FP": 12507, + "IoU": 0.3112931255837839, + "TN": 105485284, + "TP": 83651, + "n_pred": 96158, + "n_ref": 256214 + }, + "10": { + "Dice": 0.18492612771805822, + "FN": 52950, + "FP": 13472, + "IoU": 0.10188352691428804, + "TN": 105680048, + "TP": 7535, + "n_pred": 21007, + "n_ref": 60485 + }, + "11": { + "Dice": 0.6575442437511403, + "FN": 667, + "FP": 1210, + "IoU": 0.48980701277521066, + "TN": 105750326, + "TP": 1802, + "n_pred": 3012, + "n_ref": 2469 + }, + "12": { + "Dice": 0.46149009745363095, + "FN": 2936, + "FP": 490, + "IoU": 0.29995913363302, + "TN": 105749111, + "TP": 1468, + "n_pred": 1958, + "n_ref": 4404 + }, + "13": { + "Dice": 0.28955176642797803, + "FN": 66264, + "FP": 5568, + "IoU": 0.16928414479010062, + "TN": 105667535, + "TP": 14638, + "n_pred": 20206, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9111573051392967, + "FN": 29023, + "FP": 3715, + "IoU": 0.8368126171392112, + "TN": 105553389, + "TP": 167878, + "n_pred": 171593, + "n_ref": 196901 + }, + "15": { + "Dice": 0.7486557459047143, + "FN": 9971, + "FP": 2089, + "IoU": 0.5982812031577895, + "TN": 105723984, + "TP": 17961, + "n_pred": 20050, + "n_ref": 27932 + }, + "2": { + "Dice": 0.7903063710561579, + "FN": 49088, + "FP": 5996, + "IoU": 0.653311179084375, + "TN": 105595119, + "TP": 103802, + "n_pred": 109798, + "n_ref": 152890 + }, + "3": { + "Dice": 0.8523430834940378, + "FN": 16103, + "FP": 37724, + "IoU": 0.7426810845953802, + "TN": 105544821, + "TP": 155357, + "n_pred": 193081, + "n_ref": 171460 + }, + "4": { + "Dice": 0.005560975609756097, + "FN": 40740, + "FP": 32, + "IoU": 0.0027882404735117155, + "TN": 105713119, + "TP": 114, + "n_pred": 146, + "n_ref": 40854 + }, + "5": { + "Dice": 0.7215911641898263, + "FN": 4329, + "FP": 1872, + "IoU": 0.5644447566200744, + "TN": 105739768, + "TP": 8036, + "n_pred": 9908, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9165027151415589, + "FN": 130697, + "FP": 125471, + "IoU": 0.8458744917494648, + "TN": 104091931, + "TP": 1405906, + "n_pred": 1531377, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.6838518134259055, + "FN": 120736, + "FP": 15779, + "IoU": 0.519585727809235, + "TN": 105469844, + "TP": 147646, + "n_pred": 163425, + "n_ref": 268382 + }, + "8": { + "Dice": 0.8202385691605953, + "FN": 3161, + "FP": 34318, + "IoU": 0.6952579968451694, + "TN": 105631019, + "TP": 85507, + "n_pred": 119825, + "n_ref": 88668 + }, + "9": { + "Dice": 0.7856590147020892, + "FN": 15410, + "FP": 16999, + "IoU": 0.6469838572642311, + "TN": 105662199, + "TP": 59397, + "n_pred": 76396, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9065281003344751, + "FN": 28027, + "FP": 18419, + "IoU": 0.8290364851732972, + "TN": 96866208, + "TP": 225226, + "n_pred": 243645, + "n_ref": 253253 + }, + "10": { + "Dice": 0.663651762428414, + "FN": 50866, + "FP": 11683, + "IoU": 0.4966158848193663, + "TN": 97013623, + "TP": 61708, + "n_pred": 73391, + "n_ref": 112574 + }, + "11": { + "Dice": 0.7255714066574628, + "FN": 1196, + "FP": 593, + "IoU": 0.5693307655272027, + "TN": 97133726, + "TP": 2365, + "n_pred": 2958, + "n_ref": 3561 + }, + "12": { + "Dice": 0.7099737532808399, + "FN": 1813, + "FP": 397, + "IoU": 0.5503560528992879, + "TN": 97132965, + "TP": 2705, + "n_pred": 3102, + "n_ref": 4518 + }, + "13": { + "Dice": 0.684366995504624, + "FN": 16633, + "FP": 14050, + "IoU": 0.5201807747040518, + "TN": 97073933, + "TP": 33264, + "n_pred": 47314, + "n_ref": 49897 + }, + "14": { + "Dice": 0.8620327497176389, + "FN": 57628, + "FP": 8580, + "IoU": 0.7575198227398414, + "TN": 96864835, + "TP": 206837, + "n_pred": 215417, + "n_ref": 264465 + }, + "15": { + "Dice": 0.7002535496957404, + "FN": 8563, + "FP": 3259, + "IoU": 0.5387616558074207, + "TN": 97112249, + "TP": 13809, + "n_pred": 17068, + "n_ref": 22372 + }, + "2": { + "Dice": 0.5059894679856292, + "FN": 86597, + "FP": 13781, + "IoU": 0.3386786486059137, + "TN": 96986096, + "TP": 51406, + "n_pred": 65187, + "n_ref": 138003 + }, + "3": { + "Dice": 0.7113345625583859, + "FN": 27873, + "FP": 78116, + "IoU": 0.5519932031160838, + "TN": 96901301, + "TP": 130590, + "n_pred": 208706, + "n_ref": 158463 + }, + "4": { + "Dice": 0.788337219662932, + "FN": 6704, + "FP": 4461, + "IoU": 0.650624276371374, + "TN": 97105923, + "TP": 20792, + "n_pred": 25253, + "n_ref": 27496 + }, + "5": { + "Dice": 0.7041856892947049, + "FN": 6381, + "FP": 552, + "IoU": 0.5434310174514323, + "TN": 97122695, + "TP": 8252, + "n_pred": 8804, + "n_ref": 14633 + }, + "6": { + "Dice": 0.8645682751052537, + "FN": 107431, + "FP": 328959, + "IoU": 0.7614445291154769, + "TN": 95308578, + "TP": 1392912, + "n_pred": 1721871, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.8971927374591052, + "FN": 37739, + "FP": 11880, + "IoU": 0.813553526472025, + "TN": 96871750, + "TP": 216511, + "n_pred": 228391, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9228881757780002, + "FN": 7698, + "FP": 12415, + "IoU": 0.8568174213894683, + "TN": 96997409, + "TP": 120358, + "n_pred": 132773, + "n_ref": 128056 + }, + "9": { + "Dice": 0.7674894778750996, + "FN": 7857, + "FP": 28935, + "IoU": 0.6227041993539455, + "TN": 97040365, + "TP": 60723, + "n_pred": 89658, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9525148200207786, + "FN": 9856, + "FP": 6461, + "IoU": 0.9093348891481914, + "TN": 130586822, + "TP": 163653, + "n_pred": 170114, + "n_ref": 173509 + }, + "10": { + "Dice": 0.5568726950059618, + "FN": 37083, + "FP": 26839, + "IoU": 0.3858791203512446, + "TN": 130662705, + "TP": 40165, + "n_pred": 67004, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7316731952993845, + "FN": 1434, + "FP": 484, + "IoU": 0.5768806529891903, + "TN": 130762259, + "TP": 2615, + "n_pred": 3099, + "n_ref": 4049 + }, + "12": { + "Dice": 0.28846641318124205, + "FN": 2759, + "FP": 48, + "IoU": 0.16854265402843602, + "TN": 130763416, + "TP": 569, + "n_pred": 617, + "n_ref": 3328 + }, + "13": { + "Dice": 0.5934514061364597, + "FN": 34008, + "FP": 3477, + "IoU": 0.4219203010301647, + "TN": 130701948, + "TP": 27359, + "n_pred": 30836, + "n_ref": 61367 + }, + "14": { + "Dice": 0.8387580586091233, + "FN": 15143, + "FP": 40331, + "IoU": 0.7222939757106098, + "TN": 130567034, + "TP": 144284, + "n_pred": 184615, + "n_ref": 159427 + }, + "15": { + "Dice": 0.6932554978721508, + "FN": 13233, + "FP": 534, + "IoU": 0.5305210748874641, + "TN": 130737468, + "TP": 15557, + "n_pred": 16091, + "n_ref": 28790 + }, + "2": { + "Dice": 0.3971845196627189, + "FN": 124997, + "FP": 470, + "IoU": 0.24780426975857459, + "TN": 130599991, + "TP": 41334, + "n_pred": 41804, + "n_ref": 166331 + }, + "3": { + "Dice": 0.7165599071507469, + "FN": 12628, + "FP": 108747, + "IoU": 0.5583119236675668, + "TN": 130491994, + "TP": 153423, + "n_pred": 262170, + "n_ref": 166051 + }, + "4": { + "Dice": 0.611118705855548, + "FN": 16525, + "FP": 543, + "IoU": 0.4400078742740904, + "TN": 130736313, + "TP": 13411, + "n_pred": 13954, + "n_ref": 29936 + }, + "5": { + "Dice": 0.6474113370665094, + "FN": 14834, + "FP": 3111, + "IoU": 0.4786461359674608, + "TN": 130732372, + "TP": 16475, + "n_pred": 19586, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9330328673970533, + "FN": 102238, + "FP": 75024, + "IoU": 0.8744719859559772, + "TN": 129354661, + "TP": 1234869, + "n_pred": 1309893, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.6533735490561199, + "FN": 211167, + "FP": 37525, + "IoU": 0.48519286740443573, + "TN": 130283714, + "TP": 234386, + "n_pred": 271911, + "n_ref": 445553 + }, + "8": { + "Dice": 0.8481865005084798, + "FN": 49648, + "FP": 14991, + "IoU": 0.7363922205139289, + "TN": 130521583, + "TP": 180570, + "n_pred": 195561, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8115923587141517, + "FN": 25493, + "FP": 10042, + "IoU": 0.6829242176834328, + "TN": 130654721, + "TP": 76536, + "n_pred": 86578, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.597262064708232, + "FN": 102156, + "FP": 30936, + "IoU": 0.42578307015273104, + "TN": 72004228, + "TP": 98688, + "n_pred": 129624, + "n_ref": 200844 + }, + "10": { + "Dice": 0.17023063067943284, + "FN": 56378, + "FP": 4893, + "IoU": 0.09303392740837231, + "TN": 72168452, + "TP": 6285, + "n_pred": 11178, + "n_ref": 62663 + }, + "11": { + "Dice": 0.024990812201396546, + "FN": 2653, + "FP": 0, + "IoU": 0.012653516933382954, + "TN": 72233321, + "TP": 34, + "n_pred": 34, + "n_ref": 2687 + }, + "12": { + "Dice": 0.442987752285665, + "FN": 2787, + "FP": 442, + "IoU": 0.28451141147795256, + "TN": 72231495, + "TP": 1284, + "n_pred": 1726, + "n_ref": 4071 + }, + "13": { + "Dice": 0.11212736234481668, + "FN": 66184, + "FP": 1186, + "IoU": 0.059393499385680774, + "TN": 72164384, + "TP": 4254, + "n_pred": 5440, + "n_ref": 70438 + }, + "14": { + "Dice": 0.16344613035826258, + "FN": 19888, + "FP": 532440, + "IoU": 0.08899609919427331, + "TN": 71629723, + "TP": 53957, + "n_pred": 586397, + "n_ref": 73845 + }, + "15": { + "Dice": 0.6072676071592971, + "FN": 5889, + "FP": 23119, + "IoU": 0.4360260522990182, + "TN": 72184573, + "TP": 22427, + "n_pred": 45546, + "n_ref": 28316 + }, + "2": { + "Dice": 0.0, + "FN": 127295, + "FP": 13556, + "IoU": 0.0, + "TN": 72095157, + "TP": 0, + "n_pred": 13556, + "n_ref": 127295 + }, + "3": { + "Dice": 0.6923372902709465, + "FN": 10804, + "FP": 129125, + "IoU": 0.5294463817924411, + "TN": 71938637, + "TP": 157442, + "n_pred": 286567, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 113, + "IoU": 0.0, + "TN": 72235895, + "TP": 0, + "n_pred": 113, + "n_ref": 0 + }, + "5": { + "Dice": 0.8518100964549669, + "FN": 1427, + "FP": 939, + "IoU": 0.7418721361553567, + "TN": 72226842, + "TP": 6800, + "n_pred": 7739, + "n_ref": 8227 + }, + "6": { + "Dice": 0.7110508646169609, + "FN": 343101, + "FP": 606743, + "IoU": 0.5516516091270404, + "TN": 70117468, + "TP": 1168696, + "n_pred": 1775439, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.5410165958618447, + "FN": 192873, + "FP": 55510, + "IoU": 0.3708175119246348, + "TN": 71841237, + "TP": 146388, + "n_pred": 201898, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9289598342802309, + "FN": 6590, + "FP": 2738, + "IoU": 0.8673436011206394, + "TN": 72165691, + "TP": 60989, + "n_pred": 63727, + "n_ref": 67579 + }, + "9": { + "Dice": 0.422851589615438, + "FN": 34391, + "FP": 7181, + "IoU": 0.26811147691061776, + "TN": 72179207, + "TP": 15229, + "n_pred": 22410, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5369213469107266, + "FN": 54614, + "FP": 4686, + "IoU": 0.36698050769657764, + "TN": 52459442, + "TP": 34378, + "n_pred": 39064, + "n_ref": 88992 + }, + "10": { + "Dice": 0.08952377168060716, + "FN": 44931, + "FP": 896, + "IoU": 0.046859400998336104, + "TN": 52505040, + "TP": 2253, + "n_pred": 3149, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0, + "FN": 2042, + "FP": 15, + "IoU": 0.0, + "TN": 52551063, + "TP": 0, + "n_pred": 15, + "n_ref": 2042 + }, + "12": { + "Dice": 0.0, + "FN": 4066, + "FP": 0, + "IoU": 0.0, + "TN": 52549054, + "TP": 0, + "n_pred": 0, + "n_ref": 4066 + }, + "13": { + "Dice": 0.05155195681511471, + "FN": 21042, + "FP": 42, + "IoU": 0.02645795816595096, + "TN": 52531463, + "TP": 573, + "n_pred": 615, + "n_ref": 21615 + }, + "14": { + "Dice": 0.3863572751869277, + "FN": 41343, + "FP": 4698, + "IoU": 0.23943173370777238, + "TN": 52492585, + "TP": 14494, + "n_pred": 19192, + "n_ref": 55837 + }, + "15": { + "Dice": 0.0, + "FN": 25269, + "FP": 3841, + "IoU": 0.0, + "TN": 52524010, + "TP": 0, + "n_pred": 3841, + "n_ref": 25269 + }, + "2": { + "Dice": 0.06866065380913336, + "FN": 130261, + "FP": 364, + "IoU": 0.0355507974010632, + "TN": 52417680, + "TP": 4815, + "n_pred": 5179, + "n_ref": 135076 + }, + "3": { + "Dice": 0.6588344262336796, + "FN": 13635, + "FP": 120440, + "IoU": 0.4912401862385356, + "TN": 52289587, + "TP": 129458, + "n_pred": 249898, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 0, + "IoU": 0.0, + "TN": 52551240, + "TP": 0, + "n_pred": 0, + "n_ref": 1880 + }, + "5": { + "Dice": 0.45083876980428705, + "FN": 4347, + "FP": 367, + "IoU": 0.2910212061964205, + "TN": 52546471, + "TP": 1935, + "n_pred": 2302, + "n_ref": 6282 + }, + "6": { + "Dice": 0.7092212717837104, + "FN": 331610, + "FP": 30183, + "IoU": 0.5494522463689606, + "TN": 51750113, + "TP": 441214, + "n_pred": 471397, + "n_ref": 772824 + }, + "7": { + "Dice": 0.09933454904708643, + "FN": 181652, + "FP": 25293, + "IoU": 0.05226303713643254, + "TN": 52334763, + "TP": 11412, + "n_pred": 36705, + "n_ref": 193064 + }, + "8": { + "Dice": 0.9102268990463663, + "FN": 8324, + "FP": 1777, + "IoU": 0.8352444176222088, + "TN": 52491811, + "TP": 51208, + "n_pred": 52985, + "n_ref": 59532 + }, + "9": { + "Dice": 0.7910250572876625, + "FN": 25102, + "FP": 2895, + "IoU": 0.6542940050626659, + "TN": 52472135, + "TP": 52988, + "n_pred": 55883, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9028068090222277, + "FN": 28391, + "FP": 28523, + "IoU": 0.8228330402029603, + "TN": 143816005, + "TP": 264331, + "n_pred": 292854, + "n_ref": 292722 + }, + "10": { + "Dice": 0.49963337311115263, + "FN": 63528, + "FP": 6076, + "IoU": 0.3330075223995017, + "TN": 144032895, + "TP": 34751, + "n_pred": 40827, + "n_ref": 98279 + }, + "11": { + "Dice": 0.5774386471437409, + "FN": 3819, + "FP": 279, + "IoU": 0.4059147579008408, + "TN": 144130352, + "TP": 2800, + "n_pred": 3079, + "n_ref": 6619 + }, + "12": { + "Dice": 0.49379783584059117, + "FN": 3775, + "FP": 61, + "IoU": 0.3278429998247766, + "TN": 144131543, + "TP": 1871, + "n_pred": 1932, + "n_ref": 5646 + }, + "13": { + "Dice": 0.4812809106733346, + "FN": 69463, + "FP": 5633, + "IoU": 0.31689923044735935, + "TN": 144027316, + "TP": 34838, + "n_pred": 40471, + "n_ref": 104301 + }, + "14": { + "Dice": 0.9501730622649289, + "FN": 29885, + "FP": 9991, + "IoU": 0.9050759016670515, + "TN": 143717167, + "TP": 380207, + "n_pred": 390198, + "n_ref": 410092 + }, + "15": { + "Dice": 0.8066991329136477, + "FN": 5687, + "FP": 2450, + "IoU": 0.6760232521102086, + "TN": 144112134, + "TP": 16979, + "n_pred": 19429, + "n_ref": 22666 + }, + "2": { + "Dice": 0.5610374183330034, + "FN": 81361, + "FP": 7327, + "IoU": 0.3898902066536419, + "TN": 143991886, + "TP": 56676, + "n_pred": 64003, + "n_ref": 138037 + }, + "3": { + "Dice": 0.7622164709268712, + "FN": 20610, + "FP": 75217, + "IoU": 0.6157914150769404, + "TN": 143887836, + "TP": 153587, + "n_pred": 228804, + "n_ref": 174197 + }, + "4": { + "Dice": 0.3804396729602681, + "FN": 38909, + "FP": 1026, + "IoU": 0.2349030577055713, + "TN": 144085054, + "TP": 12261, + "n_pred": 13287, + "n_ref": 51170 + }, + "5": { + "Dice": 0.7124740954807308, + "FN": 13395, + "FP": 1728, + "IoU": 0.5533668044890726, + "TN": 144103390, + "TP": 18737, + "n_pred": 20465, + "n_ref": 32132 + }, + "6": { + "Dice": 0.8683431225702216, + "FN": 68687, + "FP": 322459, + "IoU": 0.7673201479077337, + "TN": 142456202, + "TP": 1289902, + "n_pred": 1612361, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.6450382836016889, + "FN": 121346, + "FP": 19216, + "IoU": 0.4760564640278518, + "TN": 143868973, + "TP": 127715, + "n_pred": 146931, + "n_ref": 249061 + }, + "8": { + "Dice": 0.8410095357468192, + "FN": 48625, + "FP": 19618, + "IoU": 0.7256397370695721, + "TN": 143888515, + "TP": 180492, + "n_pred": 200110, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8679761651647231, + "FN": 14854, + "FP": 9363, + "IoU": 0.7667472525355653, + "TN": 144033427, + "TP": 79606, + "n_pred": 88969, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.938574144486692, + "FN": 16536, + "FP": 9312, + "IoU": 0.8842578495817736, + "TN": 111555596, + "TP": 197476, + "n_pred": 206788, + "n_ref": 214012 + }, + "10": { + "Dice": 0.43101972152545176, + "FN": 31654, + "FP": 6227, + "IoU": 0.2747132818932011, + "TN": 111726691, + "TP": 14348, + "n_pred": 20575, + "n_ref": 46002 + }, + "11": { + "Dice": 0.5451790111763591, + "FN": 2356, + "FP": 45, + "IoU": 0.37473958333333335, + "TN": 111775080, + "TP": 1439, + "n_pred": 1484, + "n_ref": 3795 + }, + "12": { + "Dice": 0.5059703868810699, + "FN": 3071, + "FP": 32, + "IoU": 0.3386615515771526, + "TN": 111774228, + "TP": 1589, + "n_pred": 1621, + "n_ref": 4660 + }, + "13": { + "Dice": 0.41342087984241627, + "FN": 37202, + "FP": 7466, + "IoU": 0.2605737555662236, + "TN": 111718511, + "TP": 15741, + "n_pred": 23207, + "n_ref": 52943 + }, + "14": { + "Dice": 0.7553660077624335, + "FN": 8289, + "FP": 45917, + "IoU": 0.6068981021516683, + "TN": 111641027, + "TP": 83687, + "n_pred": 129604, + "n_ref": 91976 + }, + "15": { + "Dice": 0.6234274236177185, + "FN": 4835, + "FP": 2289, + "IoU": 0.45288380308732046, + "TN": 111765899, + "TP": 5897, + "n_pred": 8186, + "n_ref": 10732 + }, + "2": { + "Dice": 0.3700241206980814, + "FN": 159367, + "FP": 473, + "IoU": 0.22701202232302617, + "TN": 111572138, + "TP": 46942, + "n_pred": 47415, + "n_ref": 206309 + }, + "3": { + "Dice": 0.4700814281115752, + "FN": 4295, + "FP": 129050, + "IoU": 0.3072591161053359, + "TN": 111586431, + "TP": 59144, + "n_pred": 188194, + "n_ref": 63439 + }, + "4": { + "Dice": 0.6708829798385688, + "FN": 9079, + "FP": 340, + "IoU": 0.5047583994952416, + "TN": 111759901, + "TP": 9600, + "n_pred": 9940, + "n_ref": 18679 + }, + "5": { + "Dice": 0.43930116285601933, + "FN": 18596, + "FP": 1366, + "IoU": 0.2814772154632496, + "TN": 111751138, + "TP": 7820, + "n_pred": 9186, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9487451072622507, + "FN": 105242, + "FP": 16800, + "IoU": 0.902488172769845, + "TN": 110527359, + "TP": 1129519, + "n_pred": 1146319, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.43010050094900276, + "FN": 169277, + "FP": 13883, + "IoU": 0.2739669011990883, + "TN": 111526645, + "TP": 69115, + "n_pred": 82998, + "n_ref": 238392 + }, + "8": { + "Dice": 0.6722889878420973, + "FN": 109283, + "FP": 54466, + "IoU": 0.5063518956202971, + "TN": 111447208, + "TP": 167963, + "n_pred": 222429, + "n_ref": 277246 + }, + "9": { + "Dice": 0.795834699901607, + "FN": 22103, + "FP": 7777, + "IoU": 0.6609015388805666, + "TN": 111690804, + "TP": 58236, + "n_pred": 66013, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8045209270683551, + "FN": 35319, + "FP": 27896, + "IoU": 0.67296947749612, + "TN": 198894575, + "TP": 130085, + "n_pred": 157981, + "n_ref": 165404 + }, + "10": { + "Dice": 0.39175085779641633, + "FN": 46686, + "FP": 4368, + "IoU": 0.24358841395658937, + "TN": 199020380, + "TP": 16441, + "n_pred": 20809, + "n_ref": 63127 + }, + "11": { + "Dice": 0.6646373742721017, + "FN": 1924, + "FP": 610, + "IoU": 0.4977205153617443, + "TN": 199082830, + "TP": 2511, + "n_pred": 3121, + "n_ref": 4435 + }, + "12": { + "Dice": 0.35449101796407184, + "FN": 2595, + "FP": 100, + "IoU": 0.21542940320232898, + "TN": 199084440, + "TP": 740, + "n_pred": 840, + "n_ref": 3335 + }, + "13": { + "Dice": 0.06354041077056496, + "FN": 34092, + "FP": 10181, + "IoU": 0.03281267067176406, + "TN": 199042100, + "TP": 1502, + "n_pred": 11683, + "n_ref": 35594 + }, + "14": { + "Dice": 0.6985990109235836, + "FN": 18201, + "FP": 6604, + "IoU": 0.5368053480729011, + "TN": 199034323, + "TP": 28747, + "n_pred": 35351, + "n_ref": 46948 + }, + "15": { + "Dice": 0.4043739785344813, + "FN": 102566, + "FP": 3487, + "IoU": 0.25342653798230236, + "TN": 198945822, + "TP": 36000, + "n_pred": 39487, + "n_ref": 138566 + }, + "2": { + "Dice": 0.7189868596457818, + "FN": 54070, + "FP": 4954, + "IoU": 0.5612642345315613, + "TN": 198953343, + "TP": 75508, + "n_pred": 80462, + "n_ref": 129578 + }, + "3": { + "Dice": 0.8173808607860983, + "FN": 8160, + "FP": 50229, + "IoU": 0.691161536020311, + "TN": 198898815, + "TP": 130671, + "n_pred": 180900, + "n_ref": 138831 + }, + "4": { + "Dice": 0.0, + "FN": 17120, + "FP": 0, + "IoU": 0.0, + "TN": 199070755, + "TP": 0, + "n_pred": 0, + "n_ref": 17120 + }, + "5": { + "Dice": 0.5061474002335326, + "FN": 12699, + "FP": 1681, + "IoU": 0.33882017564025935, + "TN": 199066126, + "TP": 7369, + "n_pred": 9050, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9057555165213192, + "FN": 100767, + "FP": 118622, + "IoU": 0.8277451065065993, + "TN": 197814245, + "TP": 1054241, + "n_pred": 1172863, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.4534384419197774, + "FN": 107284, + "FP": 10582, + "IoU": 0.29319133115052953, + "TN": 198921117, + "TP": 48892, + "n_pred": 59474, + "n_ref": 156176 + }, + "8": { + "Dice": 0.8911763791211477, + "FN": 18058, + "FP": 6437, + "IoU": 0.8037133790627604, + "TN": 198963083, + "TP": 100297, + "n_pred": 106734, + "n_ref": 118355 + }, + "9": { + "Dice": 0.817822557490016, + "FN": 25070, + "FP": 9827, + "IoU": 0.691793404341759, + "TN": 198974649, + "TP": 78329, + "n_pred": 88156, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9047090278238448, + "FN": 27536, + "FP": 5503, + "IoU": 0.8259987992289786, + "TN": 130885314, + "TP": 156839, + "n_pred": 162342, + "n_ref": 184375 + }, + "10": { + "Dice": 0.6226893657707426, + "FN": 35830, + "FP": 20996, + "IoU": 0.4521052479342827, + "TN": 130971475, + "TP": 46891, + "n_pred": 67887, + "n_ref": 82721 + }, + "11": { + "Dice": 0.6729750189250567, + "FN": 1404, + "FP": 1188, + "IoU": 0.5071306332002282, + "TN": 131069933, + "TP": 2667, + "n_pred": 3855, + "n_ref": 4071 + }, + "12": { + "Dice": 0.5089244851258581, + "FN": 2967, + "FP": 252, + "IoU": 0.34131368937998774, + "TN": 131070305, + "TP": 1668, + "n_pred": 1920, + "n_ref": 4635 + }, + "13": { + "Dice": 0.2678791391928121, + "FN": 75370, + "FP": 5462, + "IoU": 0.15465383810918218, + "TN": 130979572, + "TP": 14788, + "n_pred": 20250, + "n_ref": 90158 + }, + "14": { + "Dice": 0.0652409725988679, + "FN": 39532, + "FP": 449934, + "IoU": 0.03372046424122539, + "TN": 130568645, + "TP": 17081, + "n_pred": 467015, + "n_ref": 56613 + }, + "15": { + "Dice": 0.6592743579290664, + "FN": 11407, + "FP": 5309, + "IoU": 0.49172950620287037, + "TN": 131042304, + "TP": 16172, + "n_pred": 21481, + "n_ref": 27579 + }, + "2": { + "Dice": 0.7474499439221971, + "FN": 40630, + "FP": 40209, + "IoU": 0.596742573516574, + "TN": 130874727, + "TP": 119626, + "n_pred": 159835, + "n_ref": 160256 + }, + "3": { + "Dice": 0.7807441618955222, + "FN": 47227, + "FP": 33002, + "IoU": 0.6403448214029551, + "TN": 130852120, + "TP": 142843, + "n_pred": 175845, + "n_ref": 190070 + }, + "4": { + "Dice": 0.0, + "FN": 73080, + "FP": 549, + "IoU": 0.0, + "TN": 131001563, + "TP": 0, + "n_pred": 549, + "n_ref": 73080 + }, + "5": { + "Dice": 0.6058002148227712, + "FN": 7367, + "FP": 2175, + "IoU": 0.4345146379044684, + "TN": 131058318, + "TP": 7332, + "n_pred": 9507, + "n_ref": 14699 + }, + "6": { + "Dice": 0.8163294210958671, + "FN": 84682, + "FP": 537782, + "IoU": 0.6896592984947232, + "TN": 129069448, + "TP": 1383280, + "n_pred": 1921062, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.5354294651076931, + "FN": 439262, + "FP": 147118, + "IoU": 0.3655880357766889, + "TN": 130150903, + "TP": 337909, + "n_pred": 485027, + "n_ref": 777171 + }, + "8": { + "Dice": 0.8937506116887125, + "FN": 9471, + "FP": 18755, + "IoU": 0.8079106041839638, + "TN": 130928250, + "TP": 118716, + "n_pred": 137471, + "n_ref": 128187 + }, + "9": { + "Dice": 0.6146966685754708, + "FN": 29046, + "FP": 16708, + "IoU": 0.44372712793765423, + "TN": 130992941, + "TP": 36497, + "n_pred": 53205, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9192659047896345, + "FN": 13476, + "FP": 22016, + "IoU": 0.8505939702130884, + "TN": 101379646, + "TP": 202062, + "n_pred": 224078, + "n_ref": 215538 + }, + "10": { + "Dice": 0.4675312744032216, + "FN": 30556, + "FP": 4219, + "IoU": 0.30508372966707964, + "TN": 101567158, + "TP": 15267, + "n_pred": 19486, + "n_ref": 45823 + }, + "11": { + "Dice": 0.7909924182414847, + "FN": 1464, + "FP": 383, + "IoU": 0.6542493448146761, + "TN": 101611858, + "TP": 3495, + "n_pred": 3878, + "n_ref": 4959 + }, + "12": { + "Dice": 0.4798119469026549, + "FN": 3755, + "FP": 7, + "IoU": 0.31562670547571403, + "TN": 101611703, + "TP": 1735, + "n_pred": 1742, + "n_ref": 5490 + }, + "13": { + "Dice": 0.7331363321294371, + "FN": 19892, + "FP": 9368, + "IoU": 0.5787018372401083, + "TN": 101547748, + "TP": 40192, + "n_pred": 49560, + "n_ref": 60084 + }, + "14": { + "Dice": 0.7681581154505343, + "FN": 9107, + "FP": 22682, + "IoU": 0.6235849950267608, + "TN": 101532748, + "TP": 52663, + "n_pred": 75345, + "n_ref": 61770 + }, + "15": { + "Dice": 0.7306216992495136, + "FN": 13552, + "FP": 985, + "IoU": 0.5755744357828968, + "TN": 101582949, + "TP": 19714, + "n_pred": 20699, + "n_ref": 33266 + }, + "2": { + "Dice": 0.490648062580536, + "FN": 115799, + "FP": 1600, + "IoU": 0.32507200634690675, + "TN": 101443257, + "TP": 56544, + "n_pred": 58144, + "n_ref": 172343 + }, + "3": { + "Dice": 0.7472521439567754, + "FN": 9640, + "FP": 100851, + "IoU": 0.5964904592349128, + "TN": 101343375, + "TP": 163334, + "n_pred": 264185, + "n_ref": 172974 + }, + "4": { + "Dice": 0.6937054066909782, + "FN": 5275, + "FP": 4384, + "IoU": 0.5310482109045006, + "TN": 101596603, + "TP": 10938, + "n_pred": 15322, + "n_ref": 16213 + }, + "5": { + "Dice": 0.7235722117013854, + "FN": 12222, + "FP": 1645, + "IoU": 0.5668728135932034, + "TN": 101585184, + "TP": 18149, + "n_pred": 19794, + "n_ref": 30371 + }, + "6": { + "Dice": 0.8903615506247967, + "FN": 188213, + "FP": 143152, + "IoU": 0.8023888782207634, + "TN": 99940346, + "TP": 1345489, + "n_pred": 1488641, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.6815418477655187, + "FN": 183213, + "FP": 45389, + "IoU": 0.5169233825210631, + "TN": 101143979, + "TP": 244619, + "n_pred": 290008, + "n_ref": 427832 + }, + "8": { + "Dice": 0.7469999125563883, + "FN": 86719, + "FP": 11653, + "IoU": 0.5961690825420675, + "TN": 101373603, + "TP": 145225, + "n_pred": 156878, + "n_ref": 231944 + }, + "9": { + "Dice": 0.8182327329226211, + "FN": 13063, + "FP": 17120, + "IoU": 0.6923806029474714, + "TN": 101519082, + "TP": 67935, + "n_pred": 85055, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.13863655105663603, + "FN": 195618, + "FP": 2841, + "IoU": 0.07448118267033531, + "TN": 118967782, + "TP": 15971, + "n_pred": 18812, + "n_ref": 211589 + }, + "10": { + "Dice": 0.48757668958631906, + "FN": 50469, + "FP": 13175, + "IoU": 0.32238109941121984, + "TN": 119088289, + "TP": 30279, + "n_pred": 43454, + "n_ref": 80748 + }, + "11": { + "Dice": 0.6581532416502947, + "FN": 1693, + "FP": 743, + "IoU": 0.4904831625183016, + "TN": 119177431, + "TP": 2345, + "n_pred": 3088, + "n_ref": 4038 + }, + "12": { + "Dice": 0.2685337726523888, + "FN": 3483, + "FP": 69, + "IoU": 0.15509039010466222, + "TN": 119178008, + "TP": 652, + "n_pred": 721, + "n_ref": 4135 + }, + "13": { + "Dice": 0.28307768533619604, + "FN": 26219, + "FP": 8508, + "IoU": 0.16487506913883077, + "TN": 119140629, + "TP": 6856, + "n_pred": 15364, + "n_ref": 33075 + }, + "14": { + "Dice": 0.04817592124028155, + "FN": 63249, + "FP": 40200, + "IoU": 0.024682511997133887, + "TN": 119076145, + "TP": 2618, + "n_pred": 42818, + "n_ref": 65867 + }, + "15": { + "Dice": 0.36566324122154037, + "FN": 15685, + "FP": 1784, + "IoU": 0.22373800213295414, + "TN": 119159708, + "TP": 5035, + "n_pred": 6819, + "n_ref": 20720 + }, + "2": { + "Dice": 0.7706654057694967, + "FN": 20719, + "FP": 82105, + "IoU": 0.6268963790544684, + "TN": 118906621, + "TP": 172767, + "n_pred": 254872, + "n_ref": 193486 + }, + "3": { + "Dice": 0.6324742641853462, + "FN": 105425, + "FP": 1002, + "IoU": 0.4624953283300169, + "TN": 118984210, + "TP": 91575, + "n_pred": 92577, + "n_ref": 197000 + }, + "4": { + "Dice": 0.0, + "FN": 43337, + "FP": 0, + "IoU": 0.0, + "TN": 119138875, + "TP": 0, + "n_pred": 0, + "n_ref": 43337 + }, + "5": { + "Dice": 0.5677737168282219, + "FN": 10576, + "FP": 304, + "IoU": 0.3964273826694774, + "TN": 119164186, + "TP": 7146, + "n_pred": 7450, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9267852694873467, + "FN": 118532, + "FP": 137483, + "IoU": 0.8635599597525464, + "TN": 117305820, + "TP": 1620377, + "n_pred": 1757860, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.481289694174709, + "FN": 200778, + "FP": 7978, + "IoU": 0.31690684676902137, + "TN": 118876608, + "TP": 96848, + "n_pred": 104826, + "n_ref": 297626 + }, + "8": { + "Dice": 0.898520058557949, + "FN": 9126, + "FP": 7372, + "IoU": 0.8157389206576126, + "TN": 119092676, + "TP": 73038, + "n_pred": 80410, + "n_ref": 82164 + }, + "9": { + "Dice": 0.8588912308462571, + "FN": 16044, + "FP": 6785, + "IoU": 0.7526812991571512, + "TN": 119089906, + "TP": 69477, + "n_pred": 76262, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3084, + "IoU": 0.0, + "TN": 61329396, + "TP": 0, + "n_pred": 3084, + "n_ref": 0 + }, + "10": { + "Dice": 0.30272188244082354, + "FN": 27944, + "FP": 1926, + "IoU": 0.1783572646751389, + "TN": 61296126, + "TP": 6484, + "n_pred": 8410, + "n_ref": 34428 + }, + "11": { + "Dice": 0.8016794961511546, + "FN": 1000, + "FP": 417, + "IoU": 0.6690025694931091, + "TN": 61328199, + "TP": 2864, + "n_pred": 3281, + "n_ref": 3864 + }, + "12": { + "Dice": 0.0, + "FN": 4850, + "FP": 0, + "IoU": 0.0, + "TN": 61327630, + "TP": 0, + "n_pred": 0, + "n_ref": 4850 + }, + "13": { + "Dice": 0.0690121162794269, + "FN": 50449, + "FP": 10176, + "IoU": 0.03573927980659117, + "TN": 61269608, + "TP": 2247, + "n_pred": 12423, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9162797010822291, + "FN": 30929, + "FP": 12864, + "IoU": 0.8454946373130116, + "TN": 61049040, + "TP": 239647, + "n_pred": 252511, + "n_ref": 270576 + }, + "15": { + "Dice": 0.1991251887729951, + "FN": 85504, + "FP": 16847, + "IoU": 0.11057136650010863, + "TN": 61217405, + "TP": 12724, + "n_pred": 29571, + "n_ref": 98228 + }, + "2": { + "Dice": 0.8394170182066308, + "FN": 42844, + "FP": 2341, + "IoU": 0.7232718654115861, + "TN": 61169197, + "TP": 118098, + "n_pred": 120439, + "n_ref": 160942 + }, + "3": { + "Dice": 0.8849553368896954, + "FN": 15507, + "FP": 13909, + "IoU": 0.793650125566452, + "TN": 61189926, + "TP": 113138, + "n_pred": 127047, + "n_ref": 128645 + }, + "4": { + "Dice": 0.1676475059176095, + "FN": 38329, + "FP": 0, + "IoU": 0.09149304321031548, + "TN": 61290291, + "TP": 3860, + "n_pred": 3860, + "n_ref": 42189 + }, + "5": { + "Dice": 0.5569182389937107, + "FN": 5030, + "FP": 606, + "IoU": 0.3859228590106777, + "TN": 61323302, + "TP": 3542, + "n_pred": 4148, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9186545742653798, + "FN": 126613, + "FP": 64559, + "IoU": 0.8495477507950662, + "TN": 60061831, + "TP": 1079477, + "n_pred": 1144036, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.2609528028138878, + "FN": 169469, + "FP": 27408, + "IoU": 0.150055043495154, + "TN": 61100845, + "TP": 34758, + "n_pred": 62166, + "n_ref": 204227 + }, + "8": { + "Dice": 0.8308228721612858, + "FN": 19306, + "FP": 6313, + "IoU": 0.7106047940717981, + "TN": 61243954, + "TP": 62907, + "n_pred": 69220, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8031074637516624, + "FN": 13856, + "FP": 10424, + "IoU": 0.6709937938697526, + "TN": 61258682, + "TP": 49518, + "n_pred": 59942, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8588551087537254, + "FN": 43732, + "FP": 122, + "IoU": 0.7526258193346044, + "TN": 148930222, + "TP": 133424, + "n_pred": 133546, + "n_ref": 177156 + }, + "10": { + "Dice": 0.6441016081692053, + "FN": 33411, + "FP": 10120, + "IoU": 0.4750367815537493, + "TN": 149024578, + "TP": 39391, + "n_pred": 49511, + "n_ref": 72802 + }, + "11": { + "Dice": 0.6851045296167247, + "FN": 1031, + "FP": 415, + "IoU": 0.5210334547863531, + "TN": 149104481, + "TP": 1573, + "n_pred": 1988, + "n_ref": 2604 + }, + "12": { + "Dice": 0.007600950118764846, + "FN": 2089, + "FP": 0, + "IoU": 0.003814973772055317, + "TN": 149105403, + "TP": 8, + "n_pred": 8, + "n_ref": 2097 + }, + "13": { + "Dice": 0.1132186116110246, + "FN": 78768, + "FP": 8940, + "IoU": 0.06000621603952544, + "TN": 149014193, + "TP": 5599, + "n_pred": 14539, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8582808097101493, + "FN": 6868, + "FP": 21598, + "IoU": 0.7517442266099211, + "TN": 148992836, + "TP": 86198, + "n_pred": 107796, + "n_ref": 93066 + }, + "15": { + "Dice": 0.7278459413342, + "FN": 15649, + "FP": 1098, + "IoU": 0.5721366342198717, + "TN": 149068359, + "TP": 22394, + "n_pred": 23492, + "n_ref": 38043 + }, + "2": { + "Dice": 0.5490878806403884, + "FN": 95029, + "FP": 6759, + "IoU": 0.378443238094075, + "TN": 148943737, + "TP": 61975, + "n_pred": 68734, + "n_ref": 157004 + }, + "3": { + "Dice": 0.1395734308348568, + "FN": 48634, + "FP": 92562, + "IoU": 0.07502227346575127, + "TN": 148954852, + "TP": 11452, + "n_pred": 104014, + "n_ref": 60086 + }, + "4": { + "Dice": 0.7033664938351236, + "FN": 11657, + "FP": 300, + "IoU": 0.5424558986721769, + "TN": 149081367, + "TP": 14176, + "n_pred": 14476, + "n_ref": 25833 + }, + "5": { + "Dice": 0.12866598354980752, + "FN": 31393, + "FP": 70, + "IoU": 0.06875628958740307, + "TN": 149073714, + "TP": 2323, + "n_pred": 2393, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9315306411021828, + "FN": 127757, + "FP": 16057, + "IoU": 0.8718365513664387, + "TN": 147985386, + "TP": 978300, + "n_pred": 994357, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.49538329737276304, + "FN": 181458, + "FP": 9384, + "IoU": 0.3292421893946583, + "TN": 148822983, + "TP": 93675, + "n_pred": 103059, + "n_ref": 275133 + }, + "8": { + "Dice": 0.8776940392100498, + "FN": 39762, + "FP": 12997, + "IoU": 0.7820452442329301, + "TN": 148865436, + "TP": 189305, + "n_pred": 202302, + "n_ref": 229067 + }, + "9": { + "Dice": 0.7727760198069615, + "FN": 29120, + "FP": 5204, + "IoU": 0.6296943608333063, + "TN": 149014809, + "TP": 58367, + "n_pred": 63571, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.004934346951333605, + "FN": 513825, + "FP": 2024, + "IoU": 0.002473275475317523, + "TN": 100195672, + "TP": 1279, + "n_pred": 3303, + "n_ref": 515104 + }, + "10": { + "Dice": 0.015278384062859637, + "FN": 38086, + "FP": 11542, + "IoU": 0.0076979985203847, + "TN": 100662787, + "TP": 385, + "n_pred": 11927, + "n_ref": 38471 + }, + "11": { + "Dice": 0.48677248677248675, + "FN": 1595, + "FP": 2382, + "IoU": 0.32167832167832167, + "TN": 100706937, + "TP": 1886, + "n_pred": 4268, + "n_ref": 3481 + }, + "12": { + "Dice": 0.0, + "FN": 5873, + "FP": 0, + "IoU": 0.0, + "TN": 100706927, + "TP": 0, + "n_pred": 0, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0007064475109499365, + "FN": 39140, + "FP": 3296, + "IoU": 0.0003533485665826482, + "TN": 100670349, + "TP": 15, + "n_pred": 3311, + "n_ref": 39155 + }, + "14": { + "Dice": 0.5854062462606199, + "FN": 31589, + "FP": 141649, + "IoU": 0.4138334731884254, + "TN": 100417256, + "TP": 122306, + "n_pred": 263955, + "n_ref": 153895 + }, + "15": { + "Dice": 0.7175271022560797, + "FN": 34043, + "FP": 14161, + "IoU": 0.5594871466822631, + "TN": 100603373, + "TP": 61223, + "n_pred": 75384, + "n_ref": 95266 + }, + "2": { + "Dice": 0.5205080602015957, + "FN": 111056, + "FP": 113901, + "IoU": 0.3518154078436683, + "TN": 100365743, + "TP": 122100, + "n_pred": 236001, + "n_ref": 233156 + }, + "3": { + "Dice": 0.5061950519044889, + "FN": 134759, + "FP": 39247, + "IoU": 0.3388628833703152, + "TN": 100449608, + "TP": 89186, + "n_pred": 128433, + "n_ref": 223945 + }, + "4": { + "Dice": 0.0, + "FN": 57652, + "FP": 0, + "IoU": 0.0, + "TN": 100655148, + "TP": 0, + "n_pred": 0, + "n_ref": 57652 + }, + "5": { + "Dice": 0.12510500084000672, + "FN": 15356, + "FP": 267, + "IoU": 0.06672640382317802, + "TN": 100696060, + "TP": 1117, + "n_pred": 1384, + "n_ref": 16473 + }, + "6": { + "Dice": 0.4733458835526461, + "FN": 1179435, + "FP": 820277, + "IoU": 0.310054437644435, + "TN": 97814438, + "TP": 898650, + "n_pred": 1718927, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.3715925755226882, + "FN": 127954, + "FP": 22028, + "IoU": 0.22819385980259976, + "TN": 100518474, + "TP": 44344, + "n_pred": 66372, + "n_ref": 172298 + }, + "8": { + "Dice": 0.8718243120102059, + "FN": 10326, + "FP": 17806, + "IoU": 0.7727735327851639, + "TN": 100588994, + "TP": 95674, + "n_pred": 113480, + "n_ref": 106000 + }, + "9": { + "Dice": 0.6741149265445657, + "FN": 37867, + "FP": 24000, + "IoU": 0.5084263636724803, + "TN": 100586945, + "TP": 63988, + "n_pred": 87988, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7455464036011876, + "FN": 15560, + "FP": 26948, + "IoU": 0.5943196350518218, + "TN": 78845918, + "TP": 62274, + "n_pred": 89222, + "n_ref": 77834 + }, + "10": { + "Dice": 0.43616026654427387, + "FN": 26115, + "FP": 7054, + "IoU": 0.2789034305839384, + "TN": 78904702, + "TP": 12829, + "n_pred": 19883, + "n_ref": 38944 + }, + "11": { + "Dice": 0.264947245017585, + "FN": 1142, + "FP": 112, + "IoU": 0.1527027027027027, + "TN": 78949220, + "TP": 226, + "n_pred": 338, + "n_ref": 1368 + }, + "12": { + "Dice": 0.1466992665036675, + "FN": 2350, + "FP": 93, + "IoU": 0.079155672823219, + "TN": 78948047, + "TP": 210, + "n_pred": 303, + "n_ref": 2560 + }, + "13": { + "Dice": 0.048452088452088454, + "FN": 57926, + "FP": 166, + "IoU": 0.024827516744724783, + "TN": 78891129, + "TP": 1479, + "n_pred": 1645, + "n_ref": 59405 + }, + "14": { + "Dice": 0.0, + "FN": 27269, + "FP": 64779, + "IoU": 0.0, + "TN": 78858652, + "TP": 0, + "n_pred": 64779, + "n_ref": 27269 + }, + "15": { + "Dice": 0.6326251089503413, + "FN": 31175, + "FP": 1280, + "IoU": 0.462656666501101, + "TN": 78890301, + "TP": 27944, + "n_pred": 29224, + "n_ref": 59119 + }, + "2": { + "Dice": 0.10010745153001635, + "FN": 94764, + "FP": 1547, + "IoU": 0.05269111224770823, + "TN": 78849032, + "TP": 5357, + "n_pred": 6904, + "n_ref": 100121 + }, + "3": { + "Dice": 0.6740542890862786, + "FN": 3290, + "FP": 75421, + "IoU": 0.5083573811040738, + "TN": 78790602, + "TP": 81387, + "n_pred": 156808, + "n_ref": 84677 + }, + "4": { + "Dice": 0.1805341687463495, + "FN": 15428, + "FP": 5, + "IoU": 0.09922372030584252, + "TN": 78933567, + "TP": 1700, + "n_pred": 1705, + "n_ref": 17128 + }, + "5": { + "Dice": 0.2385677096124564, + "FN": 29941, + "FP": 1063, + "IoU": 0.13543961406541927, + "TN": 78914839, + "TP": 4857, + "n_pred": 5920, + "n_ref": 34798 + }, + "6": { + "Dice": 0.788641367972174, + "FN": 240581, + "FP": 9470, + "IoU": 0.651038715637813, + "TN": 78234142, + "TP": 466507, + "n_pred": 475977, + "n_ref": 707088 + }, + "7": { + "Dice": 0.062439757823092724, + "FN": 697857, + "FP": 541, + "IoU": 0.03222596978607477, + "TN": 78229046, + "TP": 23256, + "n_pred": 23797, + "n_ref": 721113 + }, + "8": { + "Dice": 0.6369633364034449, + "FN": 173429, + "FP": 6309, + "IoU": 0.4673119611637825, + "TN": 78613283, + "TP": 157679, + "n_pred": 163988, + "n_ref": 331108 + }, + "9": { + "Dice": 0.6497034891739071, + "FN": 28782, + "FP": 1698, + "IoU": 0.4811561638239199, + "TN": 78891954, + "TP": 28266, + "n_pred": 29964, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9046323674354425, + "FN": 10525, + "FP": 18503, + "IoU": 0.8258710048949035, + "TN": 104837736, + "TP": 137676, + "n_pred": 156179, + "n_ref": 148201 + }, + "10": { + "Dice": 0.39255758801680996, + "FN": 64722, + "FP": 4948, + "IoU": 0.24421253606994858, + "TN": 104912258, + "TP": 22512, + "n_pred": 27460, + "n_ref": 87234 + }, + "11": { + "Dice": 0.7712017824815486, + "FN": 1562, + "FP": 81, + "IoU": 0.6276065276518585, + "TN": 105000028, + "TP": 2769, + "n_pred": 2850, + "n_ref": 4331 + }, + "12": { + "Dice": 0.5079182263173049, + "FN": 3069, + "FP": 349, + "IoU": 0.340409108452335, + "TN": 104999258, + "TP": 1764, + "n_pred": 2113, + "n_ref": 4833 + }, + "13": { + "Dice": 0.6426025181835886, + "FN": 39872, + "FP": 2337, + "IoU": 0.47340777244089577, + "TN": 104924285, + "TP": 37946, + "n_pred": 40283, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9270317645419408, + "FN": 6883, + "FP": 3066, + "IoU": 0.8639880789631978, + "TN": 104931292, + "TP": 63199, + "n_pred": 66265, + "n_ref": 70082 + }, + "15": { + "Dice": 0.6191711967656459, + "FN": 13027, + "FP": 914, + "IoU": 0.4484054759832239, + "TN": 104979166, + "TP": 11333, + "n_pred": 12247, + "n_ref": 24360 + }, + "2": { + "Dice": 0.3576377877084234, + "FN": 133536, + "FP": 146, + "IoU": 0.21775816871079487, + "TN": 104833544, + "TP": 37214, + "n_pred": 37360, + "n_ref": 170750 + }, + "3": { + "Dice": 0.6948664448760601, + "FN": 9008, + "FP": 117930, + "IoU": 0.5324102212743073, + "TN": 104732967, + "TP": 144535, + "n_pred": 262465, + "n_ref": 153543 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 105004440, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6128696928313732, + "FN": 15046, + "FP": 3947, + "IoU": 0.44182560907514623, + "TN": 104970413, + "TP": 15034, + "n_pred": 18981, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9302246055801663, + "FN": 68875, + "FP": 106196, + "IoU": 0.8695513193072184, + "TN": 103662372, + "TP": 1166997, + "n_pred": 1273193, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.8849428546114999, + "FN": 30325, + "FP": 21621, + "IoU": 0.7936300469185144, + "TN": 104752727, + "TP": 199767, + "n_pred": 221388, + "n_ref": 230092 + }, + "8": { + "Dice": 0.8152970848730131, + "FN": 109028, + "FP": 7485, + "IoU": 0.6881869492028914, + "TN": 104630777, + "TP": 257150, + "n_pred": 264635, + "n_ref": 366178 + }, + "9": { + "Dice": 0.8637206374143019, + "FN": 18783, + "FP": 4812, + "IoU": 0.760130532907712, + "TN": 104906074, + "TP": 74771, + "n_pred": 79583, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5261145045526645, + "FN": 268034, + "FP": 2339, + "IoU": 0.35695751547713334, + "TN": 177255829, + "TP": 150086, + "n_pred": 152425, + "n_ref": 418120 + }, + "10": { + "Dice": 0.13584299817885556, + "FN": 66292, + "FP": 5834, + "IoU": 0.07287100713413458, + "TN": 177598493, + "TP": 5669, + "n_pred": 11503, + "n_ref": 71961 + }, + "11": { + "Dice": 0.7210311383358856, + "FN": 1918, + "FP": 268, + "IoU": 0.5637597285970865, + "TN": 177671277, + "TP": 2825, + "n_pred": 3093, + "n_ref": 4743 + }, + "12": { + "Dice": 0.5571658615136876, + "FN": 3122, + "FP": 178, + "IoU": 0.3861607142857143, + "TN": 177670912, + "TP": 2076, + "n_pred": 2254, + "n_ref": 5198 + }, + "13": { + "Dice": 0.6272034820457019, + "FN": 36735, + "FP": 11229, + "IoU": 0.4568801521876982, + "TN": 177587976, + "TP": 40348, + "n_pred": 51577, + "n_ref": 77083 + }, + "14": { + "Dice": 0.908230506067207, + "FN": 9743, + "FP": 3696, + "IoU": 0.8318885177818641, + "TN": 177596347, + "TP": 66502, + "n_pred": 70198, + "n_ref": 76245 + }, + "15": { + "Dice": 0.6078087919538931, + "FN": 12412, + "FP": 1470, + "IoU": 0.4365842769592922, + "TN": 177651649, + "TP": 10757, + "n_pred": 12227, + "n_ref": 23169 + }, + "2": { + "Dice": 0.7505410609465583, + "FN": 69754, + "FP": 26376, + "IoU": 0.6006928579142817, + "TN": 177435546, + "TP": 144612, + "n_pred": 170988, + "n_ref": 214366 + }, + "3": { + "Dice": 0.726406616971306, + "FN": 64771, + "FP": 42401, + "IoU": 0.5703599175773514, + "TN": 177426842, + "TP": 142274, + "n_pred": 184675, + "n_ref": 207045 + }, + "4": { + "Dice": 0.34229660018684754, + "FN": 26006, + "FP": 6378, + "IoU": 0.20648844674229988, + "TN": 177635477, + "TP": 8427, + "n_pred": 14805, + "n_ref": 34433 + }, + "5": { + "Dice": 0.743661758008198, + "FN": 11587, + "FP": 1921, + "IoU": 0.5919279801824663, + "TN": 177643186, + "TP": 19594, + "n_pred": 21515, + "n_ref": 31181 + }, + "6": { + "Dice": 0.8337396316297789, + "FN": 194709, + "FP": 447747, + "IoU": 0.7148829320118972, + "TN": 175422982, + "TP": 1610850, + "n_pred": 2058597, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.6847457627118644, + "FN": 128312, + "FP": 92563, + "IoU": 0.520618556701031, + "TN": 177215538, + "TP": 239875, + "n_pred": 332438, + "n_ref": 368187 + }, + "8": { + "Dice": 0.8441757597985522, + "FN": 27968, + "FP": 35337, + "IoU": 0.730366893543798, + "TN": 177441506, + "TP": 171477, + "n_pred": 206814, + "n_ref": 199445 + }, + "9": { + "Dice": 0.8705095351140598, + "FN": 24483, + "FP": 8463, + "IoU": 0.7707099459241268, + "TN": 177532601, + "TP": 110741, + "n_pred": 119204, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9035396214255157, + "FN": 24433, + "FP": 10291, + "IoU": 0.824051319209741, + "TN": 193808182, + "TP": 162629, + "n_pred": 172920, + "n_ref": 187062 + }, + "10": { + "Dice": 0.7363841267672974, + "FN": 33139, + "FP": 5457, + "IoU": 0.5827594780709815, + "TN": 193913032, + "TP": 53907, + "n_pred": 59364, + "n_ref": 87046 + }, + "11": { + "Dice": 0.7589371057159243, + "FN": 1127, + "FP": 134, + "IoU": 0.6115218730745533, + "TN": 194002289, + "TP": 1985, + "n_pred": 2119, + "n_ref": 3112 + }, + "12": { + "Dice": 0.39098344304807503, + "FN": 2970, + "FP": 83, + "IoU": 0.2429952888668485, + "TN": 194001502, + "TP": 980, + "n_pred": 1063, + "n_ref": 3950 + }, + "13": { + "Dice": 0.1896782220810335, + "FN": 59712, + "FP": 1507, + "IoU": 0.10477597098736546, + "TN": 193937151, + "TP": 7165, + "n_pred": 8672, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8830461670102291, + "FN": 7790, + "FP": 10252, + "IoU": 0.7905843025280312, + "TN": 193919381, + "TP": 68112, + "n_pred": 78364, + "n_ref": 75902 + }, + "15": { + "Dice": 0.7161539683380103, + "FN": 7440, + "FP": 3282, + "IoU": 0.5578192015836357, + "TN": 193981287, + "TP": 13526, + "n_pred": 16808, + "n_ref": 20966 + }, + "2": { + "Dice": 0.32688422875282575, + "FN": 111714, + "FP": 244, + "IoU": 0.1953745427366091, + "TN": 193866392, + "TP": 27185, + "n_pred": 27429, + "n_ref": 138899 + }, + "3": { + "Dice": 0.6966023502103583, + "FN": 14513, + "FP": 90053, + "IoU": 0.5344511326399772, + "TN": 193780927, + "TP": 120042, + "n_pred": 210095, + "n_ref": 134555 + }, + "4": { + "Dice": 0.40496055825242716, + "FN": 15690, + "FP": 0, + "IoU": 0.2538874887060726, + "TN": 193984506, + "TP": 5339, + "n_pred": 5339, + "n_ref": 21029 + }, + "5": { + "Dice": 0.4330964153275649, + "FN": 18861, + "FP": 3153, + "IoU": 0.2764027216250863, + "TN": 193975112, + "TP": 8409, + "n_pred": 11562, + "n_ref": 27270 + }, + "6": { + "Dice": 0.8849882024327883, + "FN": 254726, + "FP": 39102, + "IoU": 0.7937029943214051, + "TN": 192581239, + "TP": 1130468, + "n_pred": 1169570, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.570086909276719, + "FN": 189764, + "FP": 9637, + "IoU": 0.39868640477188494, + "TN": 193673926, + "TP": 132208, + "n_pred": 141845, + "n_ref": 321972 + }, + "8": { + "Dice": 0.8517606157294633, + "FN": 55205, + "FP": 9606, + "IoU": 0.7417970741968384, + "TN": 193754527, + "TP": 186197, + "n_pred": 195803, + "n_ref": 241402 + }, + "9": { + "Dice": 0.8479826095592251, + "FN": 21569, + "FP": 5984, + "IoU": 0.7360849034013084, + "TN": 193901134, + "TP": 76848, + "n_pred": 82832, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.904501835134988, + "FN": 6389, + "FP": 16430, + "IoU": 0.8256534462076817, + "TN": 99524917, + "TP": 108064, + "n_pred": 124494, + "n_ref": 114453 + }, + "10": { + "Dice": 0.6058033748395499, + "FN": 39356, + "FP": 2717, + "IoU": 0.43451788930405094, + "TN": 99581398, + "TP": 32329, + "n_pred": 35046, + "n_ref": 71685 + }, + "11": { + "Dice": 0.5367690782953419, + "FN": 2288, + "FP": 49, + "IoU": 0.36683825521538876, + "TN": 99652109, + "TP": 1354, + "n_pred": 1403, + "n_ref": 3642 + }, + "12": { + "Dice": 0.05080579076754985, + "FN": 3475, + "FP": 0, + "IoU": 0.026065022421524663, + "TN": 99652232, + "TP": 93, + "n_pred": 93, + "n_ref": 3568 + }, + "13": { + "Dice": 0.46719166870738654, + "FN": 27307, + "FP": 14032, + "IoU": 0.3047945781410289, + "TN": 99596337, + "TP": 18124, + "n_pred": 32156, + "n_ref": 45431 + }, + "14": { + "Dice": 0.3534880056721944, + "FN": 40679, + "FP": 8560, + "IoU": 0.214688995215311, + "TN": 99593100, + "TP": 13461, + "n_pred": 22021, + "n_ref": 54140 + }, + "15": { + "Dice": 0.0687566797292483, + "FN": 36596, + "FP": 0, + "IoU": 0.03560228740084855, + "TN": 99617853, + "TP": 1351, + "n_pred": 1351, + "n_ref": 37947 + }, + "2": { + "Dice": 0.8171537182228558, + "FN": 28767, + "FP": 9713, + "IoU": 0.6908367814244969, + "TN": 99531335, + "TP": 85985, + "n_pred": 95698, + "n_ref": 114752 + }, + "3": { + "Dice": 0.8493756471447252, + "FN": 20860, + "FP": 15653, + "IoU": 0.7381867462104372, + "TN": 99516338, + "TP": 102949, + "n_pred": 118602, + "n_ref": 123809 + }, + "4": { + "Dice": 0.5337772443962681, + "FN": 12012, + "FP": 31, + "IoU": 0.36404921582087973, + "TN": 99636863, + "TP": 6894, + "n_pred": 6925, + "n_ref": 18906 + }, + "5": { + "Dice": 0.0018719080090921247, + "FN": 6959, + "FP": 506, + "IoU": 0.000936830835117773, + "TN": 99648328, + "TP": 7, + "n_pred": 513, + "n_ref": 6966 + }, + "6": { + "Dice": 0.948662593321203, + "FN": 101520, + "FP": 34049, + "IoU": 0.9023388564838127, + "TN": 98267643, + "TP": 1252588, + "n_pred": 1286637, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.7997886384194453, + "FN": 33020, + "FP": 34045, + "IoU": 0.6663731606124824, + "TN": 99454782, + "TP": 133953, + "n_pred": 167998, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9614536682781188, + "FN": 3670, + "FP": 4128, + "IoU": 0.9257686815801999, + "TN": 99550750, + "TP": 97252, + "n_pred": 101380, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9183023990741978, + "FN": 13008, + "FP": 1676, + "IoU": 0.8489455817302747, + "TN": 99558590, + "TP": 82526, + "n_pred": 84202, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5724455264449274, + "FN": 267272, + "FP": 1080, + "IoU": 0.40099732588091913, + "TN": 62635522, + "TP": 179646, + "n_pred": 180726, + "n_ref": 446918 + }, + "10": { + "Dice": 0.8345946783376583, + "FN": 16974, + "FP": 4379, + "IoU": 0.7161411251728171, + "TN": 63008296, + "TP": 53871, + "n_pred": 58250, + "n_ref": 70845 + }, + "11": { + "Dice": 0.5693761814744801, + "FN": 2039, + "FP": 239, + "IoU": 0.39799154334038056, + "TN": 63079736, + "TP": 1506, + "n_pred": 1745, + "n_ref": 3545 + }, + "12": { + "Dice": 0.5166666666666667, + "FN": 2262, + "FP": 58, + "IoU": 0.34831460674157305, + "TN": 63079960, + "TP": 1240, + "n_pred": 1298, + "n_ref": 3502 + }, + "13": { + "Dice": 0.20666768385718645, + "FN": 40237, + "FP": 1359, + "IoU": 0.11524226826051814, + "TN": 63036506, + "TP": 5418, + "n_pred": 6777, + "n_ref": 45655 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.3108212547286212, + "FN": 101048, + "FP": 610, + "IoU": 0.18400732047968407, + "TN": 62958938, + "TP": 22924, + "n_pred": 23534, + "n_ref": 123972 + }, + "3": { + "Dice": 0.7082297285603023, + "FN": 4828, + "FP": 96320, + "IoU": 0.54826291037877, + "TN": 62859611, + "TP": 122761, + "n_pred": 219081, + "n_ref": 127589 + }, + "4": { + "Dice": 0.0, + "FN": 18029, + "FP": 0, + "IoU": 0.0, + "TN": 63065491, + "TP": 0, + "n_pred": 0, + "n_ref": 18029 + }, + "5": { + "Dice": 0.46905876235049404, + "FN": 11542, + "FP": 710, + "IoU": 0.3063858695652174, + "TN": 63065856, + "TP": 5412, + "n_pred": 6122, + "n_ref": 16954 + }, + "6": { + "Dice": 0.814025719870803, + "FN": 210404, + "FP": 209631, + "IoU": 0.6863772119764056, + "TN": 61744220, + "TP": 919265, + "n_pred": 1128896, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.7197744669411549, + "FN": 54914, + "FP": 24308, + "IoU": 0.5622247395905285, + "TN": 62902555, + "TP": 101743, + "n_pred": 126051, + "n_ref": 156657 + }, + "8": { + "Dice": 0.8833505758679696, + "FN": 21877, + "FP": 1914, + "IoU": 0.7910724322045806, + "TN": 62969648, + "TP": 90081, + "n_pred": 91995, + "n_ref": 111958 + }, + "9": { + "Dice": 0.8259920106524634, + "FN": 11873, + "FP": 1195, + "IoU": 0.7035659196080211, + "TN": 63039436, + "TP": 31016, + "n_pred": 32211, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6260955355033977, + "FN": 162722, + "FP": 16161, + "IoU": 0.45570529224009665, + "TN": 109280167, + "TP": 149768, + "n_pred": 165929, + "n_ref": 312490 + }, + "10": { + "Dice": 0.39859394452264907, + "FN": 63435, + "FP": 10476, + "IoU": 0.24890248363887646, + "TN": 109510414, + "TP": 24493, + "n_pred": 34969, + "n_ref": 87928 + }, + "11": { + "Dice": 0.6163685893639701, + "FN": 1864, + "FP": 1375, + "IoU": 0.44547166581064884, + "TN": 109602977, + "TP": 2602, + "n_pred": 3977, + "n_ref": 4466 + }, + "12": { + "Dice": 0.0029354207436399216, + "FN": 4075, + "FP": 1, + "IoU": 0.0014698677119059284, + "TN": 109604736, + "TP": 6, + "n_pred": 7, + "n_ref": 4081 + }, + "13": { + "Dice": 0.12174279099137024, + "FN": 74995, + "FP": 8457, + "IoU": 0.06481689004437671, + "TN": 109519582, + "TP": 5784, + "n_pred": 14241, + "n_ref": 80779 + }, + "14": { + "Dice": 0.40176066587974113, + "FN": 34119, + "FP": 152896, + "IoU": 0.2513770355307191, + "TN": 109359006, + "TP": 62797, + "n_pred": 215693, + "n_ref": 96916 + }, + "15": { + "Dice": 0.574308781454506, + "FN": 58477, + "FP": 8328, + "IoU": 0.4028283081103791, + "TN": 109496949, + "TP": 45064, + "n_pred": 53392, + "n_ref": 103541 + }, + "2": { + "Dice": 0.6080333118484188, + "FN": 95199, + "FP": 58049, + "IoU": 0.4368159935320275, + "TN": 109336708, + "TP": 118862, + "n_pred": 176911, + "n_ref": 214061 + }, + "3": { + "Dice": 0.6654639844256977, + "FN": 91865, + "FP": 62791, + "IoU": 0.49864820181666114, + "TN": 109300340, + "TP": 153822, + "n_pred": 216613, + "n_ref": 245687 + }, + "4": { + "Dice": 0.0, + "FN": 50290, + "FP": 10, + "IoU": 0.0, + "TN": 109558518, + "TP": 0, + "n_pred": 10, + "n_ref": 50290 + }, + "5": { + "Dice": 0.48785204883355493, + "FN": 6516, + "FP": 1958, + "IoU": 0.3226219024780176, + "TN": 109596308, + "TP": 4036, + "n_pred": 5994, + "n_ref": 10552 + }, + "6": { + "Dice": 0.7447319510799582, + "FN": 97260, + "FP": 693298, + "IoU": 0.593285196512953, + "TN": 107665053, + "TP": 1153207, + "n_pred": 1846505, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.27620158179352133, + "FN": 1001965, + "FP": 25304, + "IoU": 0.1602284692202552, + "TN": 108385546, + "TP": 196003, + "n_pred": 221307, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9387755102040817, + "FN": 3375, + "FP": 7848, + "IoU": 0.8846153846153846, + "TN": 109511552, + "TP": 86043, + "n_pred": 93891, + "n_ref": 89418 + }, + "9": { + "Dice": 0.6972014954557543, + "FN": 10631, + "FP": 28083, + "IoU": 0.5351568128331973, + "TN": 109525534, + "TP": 44570, + "n_pred": 72653, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9138578693174558, + "FN": 5133, + "FP": 4980, + "IoU": 0.8413796348578957, + "TN": 67003596, + "TP": 53643, + "n_pred": 58623, + "n_ref": 58776 + }, + "10": { + "Dice": 0.2854624802234091, + "FN": 65354, + "FP": 1939, + "IoU": 0.16649532420883137, + "TN": 66986617, + "TP": 13442, + "n_pred": 15381, + "n_ref": 78796 + }, + "11": { + "Dice": 0.11997600479904019, + "FN": 2926, + "FP": 8, + "IoU": 0.06381620931716656, + "TN": 67064218, + "TP": 200, + "n_pred": 208, + "n_ref": 3126 + }, + "12": { + "Dice": 0.0220763723150358, + "FN": 3274, + "FP": 4, + "IoU": 0.011161387631975868, + "TN": 67064037, + "TP": 37, + "n_pred": 41, + "n_ref": 3311 + }, + "13": { + "Dice": 0.04252764296792915, + "FN": 37361, + "FP": 913, + "IoU": 0.021725794908496063, + "TN": 67028228, + "TP": 850, + "n_pred": 1763, + "n_ref": 38211 + }, + "14": { + "Dice": 0.8191520344829818, + "FN": 12192, + "FP": 15751, + "IoU": 0.6936981376127681, + "TN": 66976125, + "TP": 63284, + "n_pred": 79035, + "n_ref": 75476 + }, + "15": { + "Dice": 0.29319303715250716, + "FN": 22334, + "FP": 21194, + "IoU": 0.1717786741761169, + "TN": 67014796, + "TP": 9028, + "n_pred": 30222, + "n_ref": 31362 + }, + "2": { + "Dice": 2.721384640505089e-05, + "FN": 146036, + "FP": 944, + "IoU": 1.3607108353403819e-05, + "TN": 66920370, + "TP": 2, + "n_pred": 946, + "n_ref": 146038 + }, + "3": { + "Dice": 0.6821158690176322, + "FN": 10753, + "FP": 128698, + "IoU": 0.5175840978593272, + "TN": 66778284, + "TP": 149617, + "n_pred": 278315, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 0, + "IoU": 0.0, + "TN": 67054313, + "TP": 0, + "n_pred": 0, + "n_ref": 13039 + }, + "5": { + "Dice": 0.0, + "FN": 8921, + "FP": 307, + "IoU": 0.0, + "TN": 67058124, + "TP": 0, + "n_pred": 307, + "n_ref": 8921 + }, + "6": { + "Dice": 0.6271748104401031, + "FN": 584567, + "FP": 4291, + "IoU": 0.45684972508492805, + "TN": 65983199, + "TP": 495295, + "n_pred": 499586, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.11694993061308484, + "FN": 329446, + "FP": 5260, + "IoU": 0.06210664948020288, + "TN": 66710482, + "TP": 22164, + "n_pred": 27424, + "n_ref": 351610 + }, + "8": { + "Dice": 0.8403484524856557, + "FN": 5454, + "FP": 25042, + "IoU": 0.7246560005778468, + "TN": 66956596, + "TP": 80260, + "n_pred": 105302, + "n_ref": 85714 + }, + "9": { + "Dice": 0.6919834780409677, + "FN": 36299, + "FP": 241, + "IoU": 0.5290326738415931, + "TN": 66989767, + "TP": 41045, + "n_pred": 41286, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.20945878825643666, + "FN": 157023, + "FP": 18055, + "IoU": 0.1169807133634603, + "TN": 74321008, + "TP": 23194, + "n_pred": 41249, + "n_ref": 180217 + }, + "10": { + "Dice": 0.4059291687981061, + "FN": 39088, + "FP": 10849, + "IoU": 0.2546493925191797, + "TN": 74452282, + "TP": 17061, + "n_pred": 27910, + "n_ref": 56149 + }, + "11": { + "Dice": 0.3261044176706827, + "FN": 2575, + "FP": 781, + "IoU": 0.1948176583493282, + "TN": 74515112, + "TP": 812, + "n_pred": 1593, + "n_ref": 3387 + }, + "12": { + "Dice": 0.42988668555240794, + "FN": 1594, + "FP": 16, + "IoU": 0.2737934145241317, + "TN": 74517063, + "TP": 607, + "n_pred": 623, + "n_ref": 2201 + }, + "13": { + "Dice": 0.19170727678202693, + "FN": 38248, + "FP": 896, + "IoU": 0.10601562143150779, + "TN": 74475494, + "TP": 4642, + "n_pred": 5538, + "n_ref": 42890 + }, + "14": { + "Dice": 0.30412371134020616, + "FN": 22839, + "FP": 18741, + "IoU": 0.17933130699088146, + "TN": 74468614, + "TP": 9086, + "n_pred": 27827, + "n_ref": 31925 + }, + "15": { + "Dice": 0.5736765655261459, + "FN": 16141, + "FP": 4991, + "IoU": 0.4022065063649222, + "TN": 74483930, + "TP": 14218, + "n_pred": 19209, + "n_ref": 30359 + }, + "2": { + "Dice": 0.157592548240305, + "FN": 128735, + "FP": 1406, + "IoU": 0.08553620866534564, + "TN": 74376966, + "TP": 12173, + "n_pred": 13579, + "n_ref": 140908 + }, + "3": { + "Dice": 0.6349081154095015, + "FN": 21210, + "FP": 133394, + "IoU": 0.4651028422163406, + "TN": 74230245, + "TP": 134431, + "n_pred": 267825, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0, + "FN": 13278, + "FP": 0, + "IoU": 0.0, + "TN": 74506002, + "TP": 0, + "n_pred": 0, + "n_ref": 13278 + }, + "5": { + "Dice": 0.4049730987349135, + "FN": 7369, + "FP": 815, + "IoU": 0.2538973470690127, + "TN": 74508311, + "TP": 2785, + "n_pred": 3600, + "n_ref": 10154 + }, + "6": { + "Dice": 0.847295793642693, + "FN": 339988, + "FP": 116325, + "IoU": 0.7350504916783954, + "TN": 72797016, + "TP": 1265951, + "n_pred": 1382276, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.42689516890403445, + "FN": 119713, + "FP": 7765, + "IoU": 0.27137108758773637, + "TN": 74344324, + "TP": 47478, + "n_pred": 55243, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9559538438946725, + "FN": 2535, + "FP": 3164, + "IoU": 0.9156241209303703, + "TN": 74451737, + "TP": 61844, + "n_pred": 65008, + "n_ref": 64379 + }, + "9": { + "Dice": 0.8438417720359731, + "FN": 23752, + "FP": 1825, + "IoU": 0.7298670299842632, + "TN": 74424597, + "TP": 69106, + "n_pred": 70931, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.34702866066146887, + "FN": 221032, + "FP": 11877, + "IoU": 0.20994233378561736, + "TN": 65756380, + "TP": 61891, + "n_pred": 73768, + "n_ref": 282923 + }, + "10": { + "Dice": 0.13121216102851252, + "FN": 77042, + "FP": 8915, + "IoU": 0.07021244375216337, + "TN": 65958732, + "TP": 6491, + "n_pred": 15406, + "n_ref": 83533 + }, + "11": { + "Dice": 0.02501876407305479, + "FN": 3587, + "FP": 310, + "IoU": 0.01266784899923993, + "TN": 66047233, + "TP": 50, + "n_pred": 360, + "n_ref": 3637 + }, + "12": { + "Dice": 0.0, + "FN": 3026, + "FP": 231, + "IoU": 0.0, + "TN": 66047923, + "TP": 0, + "n_pred": 231, + "n_ref": 3026 + }, + "13": { + "Dice": 0.5053336641032002, + "FN": 29293, + "FP": 6599, + "IoU": 0.33809128630705393, + "TN": 65996955, + "TP": 18333, + "n_pred": 24932, + "n_ref": 47626 + }, + "14": { + "Dice": 0.30606012082393186, + "FN": 6107, + "FP": 232244, + "IoU": 0.18067944711992934, + "TN": 65760267, + "TP": 52562, + "n_pred": 284806, + "n_ref": 58669 + }, + "15": { + "Dice": 0.7774404060545635, + "FN": 7441, + "FP": 2381, + "IoU": 0.6359120732475813, + "TN": 66024203, + "TP": 17155, + "n_pred": 19536, + "n_ref": 24596 + }, + "2": { + "Dice": 0.5632577312228984, + "FN": 65038, + "FP": 57335, + "IoU": 0.39203811529977545, + "TN": 65849896, + "TP": 78911, + "n_pred": 136246, + "n_ref": 143949 + }, + "3": { + "Dice": 0.5225953609151841, + "FN": 82365, + "FP": 53681, + "IoU": 0.3537252740988466, + "TN": 65840672, + "TP": 74462, + "n_pred": 128143, + "n_ref": 156827 + }, + "4": { + "Dice": 0.3727075420510038, + "FN": 22659, + "FP": 463, + "IoU": 0.22903537727985063, + "TN": 66021189, + "TP": 6869, + "n_pred": 7332, + "n_ref": 29528 + }, + "5": { + "Dice": 0.48921516688110195, + "FN": 6747, + "FP": 2, + "IoU": 0.3238152489730488, + "TN": 66041199, + "TP": 3232, + "n_pred": 3234, + "n_ref": 9979 + }, + "6": { + "Dice": 0.8045699590854413, + "FN": 86750, + "FP": 368311, + "IoU": 0.6730380963740116, + "TN": 64659394, + "TP": 936725, + "n_pred": 1305036, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.331340223652999, + "FN": 780975, + "FP": 8311, + "IoU": 0.1985666750944059, + "TN": 65066337, + "TP": 195557, + "n_pred": 203868, + "n_ref": 976532 + }, + "8": { + "Dice": 0.909905113461584, + "FN": 4391, + "FP": 10839, + "IoU": 0.8347026710224991, + "TN": 65959043, + "TP": 76907, + "n_pred": 87746, + "n_ref": 81298 + }, + "9": { + "Dice": 0.8604767281973283, + "FN": 14077, + "FP": 4086, + "IoU": 0.755119925577382, + "TN": 65977009, + "TP": 56008, + "n_pred": 60094, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9272930724170706, + "FN": 16083, + "FP": 5489, + "IoU": 0.864442140321111, + "TN": 113313405, + "TP": 137563, + "n_pred": 143052, + "n_ref": 153646 + }, + "10": { + "Dice": 0.7820722891566265, + "FN": 19711, + "FP": 14204, + "IoU": 0.642133586578031, + "TN": 113377770, + "TP": 60855, + "n_pred": 75059, + "n_ref": 80566 + }, + "11": { + "Dice": 0.5638275048272903, + "FN": 1916, + "FP": 117, + "IoU": 0.39259037944427844, + "TN": 113469193, + "TP": 1314, + "n_pred": 1431, + "n_ref": 3230 + }, + "12": { + "Dice": 0.520460584588131, + "FN": 2614, + "FP": 93, + "IoU": 0.351772030651341, + "TN": 113468364, + "TP": 1469, + "n_pred": 1562, + "n_ref": 4083 + }, + "13": { + "Dice": 0.22693111486214934, + "FN": 65583, + "FP": 11359, + "IoU": 0.12798775995919986, + "TN": 113384305, + "TP": 11293, + "n_pred": 22652, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9098632745404042, + "FN": 31846, + "FP": 14071, + "IoU": 0.8346322560198224, + "TN": 113194874, + "TP": 231749, + "n_pred": 245820, + "n_ref": 263595 + }, + "15": { + "Dice": 0.7216088736847561, + "FN": 7961, + "FP": 2781, + "IoU": 0.5644664288031138, + "TN": 113447876, + "TP": 13922, + "n_pred": 16703, + "n_ref": 21883 + }, + "2": { + "Dice": 0.4851500873524273, + "FN": 85850, + "FP": 1675, + "IoU": 0.32026280841546095, + "TN": 113343777, + "TP": 41238, + "n_pred": 42913, + "n_ref": 127088 + }, + "3": { + "Dice": 0.7598232596683159, + "FN": 11189, + "FP": 57790, + "IoU": 0.6126733673985064, + "TN": 113294450, + "TP": 109111, + "n_pred": 166901, + "n_ref": 120300 + }, + "4": { + "Dice": 0.6259800153727901, + "FN": 16840, + "FP": 191, + "IoU": 0.45558290445289773, + "TN": 113441257, + "TP": 14252, + "n_pred": 14443, + "n_ref": 31092 + }, + "5": { + "Dice": 0.47241057806407866, + "FN": 21679, + "FP": 3219, + "IoU": 0.30925232348453324, + "TN": 113436495, + "TP": 11147, + "n_pred": 14366, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9333830216075824, + "FN": 116725, + "FP": 29858, + "IoU": 0.8750873467384301, + "TN": 112299056, + "TP": 1026901, + "n_pred": 1056759, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.7383856721234898, + "FN": 78921, + "FP": 19649, + "IoU": 0.5852705187379298, + "TN": 113234867, + "TP": 139103, + "n_pred": 158752, + "n_ref": 218024 + }, + "8": { + "Dice": 0.8138580079113628, + "FN": 62632, + "FP": 6871, + "IoU": 0.6861387703492967, + "TN": 113251095, + "TP": 151942, + "n_pred": 158813, + "n_ref": 214574 + }, + "9": { + "Dice": 0.6960778252977178, + "FN": 44310, + "FP": 9769, + "IoU": 0.5338338735259637, + "TN": 113356532, + "TP": 61929, + "n_pred": 71698, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8095272277312332, + "FN": 8774, + "FP": 46949, + "IoU": 0.6800048237881667, + "TN": 75022591, + "TP": 118414, + "n_pred": 165363, + "n_ref": 127188 + }, + "10": { + "Dice": 0.6005342880372772, + "FN": 56107, + "FP": 2360, + "IoU": 0.42911682858956207, + "TN": 75094313, + "TP": 43948, + "n_pred": 46308, + "n_ref": 100055 + }, + "11": { + "Dice": 0.44256823090516395, + "FN": 2417, + "FP": 422, + "IoU": 0.28416540595057993, + "TN": 75192762, + "TP": 1127, + "n_pred": 1549, + "n_ref": 3544 + }, + "12": { + "Dice": 0.481938135409907, + "FN": 1992, + "FP": 403, + "IoU": 0.3174693644913081, + "TN": 75193219, + "TP": 1114, + "n_pred": 1517, + "n_ref": 3106 + }, + "13": { + "Dice": 0.23024335266115997, + "FN": 47497, + "FP": 4410, + "IoU": 0.1300988771577007, + "TN": 75137058, + "TP": 7763, + "n_pred": 12173, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9463660907329059, + "FN": 6339, + "FP": 8024, + "IoU": 0.8981925148851715, + "TN": 75055648, + "TP": 126717, + "n_pred": 134741, + "n_ref": 133056 + }, + "15": { + "Dice": 0.02102617396137951, + "FN": 72942, + "FP": 8072, + "IoU": 0.010624786283034537, + "TN": 75114844, + "TP": 870, + "n_pred": 8942, + "n_ref": 73812 + }, + "2": { + "Dice": 0.5978726485385554, + "FN": 82319, + "FP": 3764, + "IoU": 0.4264039553292998, + "TN": 75046652, + "TP": 63993, + "n_pred": 67757, + "n_ref": 146312 + }, + "3": { + "Dice": 0.7707866039731724, + "FN": 8341, + "FP": 74433, + "IoU": 0.6270567880764863, + "TN": 74974780, + "TP": 139174, + "n_pred": 213607, + "n_ref": 147515 + }, + "4": { + "Dice": 0.7917118419467534, + "FN": 8533, + "FP": 112, + "IoU": 0.655234297108674, + "TN": 75171653, + "TP": 16430, + "n_pred": 16542, + "n_ref": 24963 + }, + "5": { + "Dice": 0.03877703206562267, + "FN": 7545, + "FP": 189, + "IoU": 0.01977186311787072, + "TN": 75188838, + "TP": 156, + "n_pred": 345, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9049370891201184, + "FN": 50975, + "FP": 202311, + "IoU": 0.8263790875658483, + "TN": 73737883, + "TP": 1205559, + "n_pred": 1407870, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.8416666094090325, + "FN": 29317, + "FP": 16771, + "IoU": 0.726618619687398, + "TN": 75028143, + "TP": 122497, + "n_pred": 139268, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9237451085187028, + "FN": 9554, + "FP": 2859, + "IoU": 0.858295851503459, + "TN": 75109130, + "TP": 75185, + "n_pred": 78044, + "n_ref": 84739 + }, + "9": { + "Dice": 0.785945890051776, + "FN": 24028, + "FP": 4953, + "IoU": 0.6473730319032439, + "TN": 75114542, + "TP": 53205, + "n_pred": 58158, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8846169740172529, + "FN": 44596, + "FP": 78, + "IoU": 0.7931060034178218, + "TN": 86711945, + "TP": 171253, + "n_pred": 171331, + "n_ref": 215849 + }, + "10": { + "Dice": 0.560996640204561, + "FN": 40526, + "FP": 3769, + "IoU": 0.3898508202818298, + "TN": 86855275, + "TP": 28302, + "n_pred": 32071, + "n_ref": 68828 + }, + "11": { + "Dice": 0.45171102661596957, + "FN": 1402, + "FP": 1482, + "IoU": 0.2917485265225933, + "TN": 86923800, + "TP": 1188, + "n_pred": 2670, + "n_ref": 2590 + }, + "12": { + "Dice": 0.38981173864894797, + "FN": 3507, + "FP": 901, + "IoU": 0.24209078404401652, + "TN": 86922056, + "TP": 1408, + "n_pred": 2309, + "n_ref": 4915 + }, + "13": { + "Dice": 0.23309125355225765, + "FN": 47979, + "FP": 597, + "IoU": 0.13192036884806463, + "TN": 86871914, + "TP": 7382, + "n_pred": 7979, + "n_ref": 55361 + }, + "14": { + "Dice": 0.5158769811008892, + "FN": 14614, + "FP": 114261, + "IoU": 0.34759718334101114, + "TN": 86730333, + "TP": 68664, + "n_pred": 182925, + "n_ref": 83278 + }, + "15": { + "Dice": 0.36838427269462587, + "FN": 124698, + "FP": 5454, + "IoU": 0.22577881944237896, + "TN": 86759765, + "TP": 37955, + "n_pred": 43409, + "n_ref": 162653 + }, + "2": { + "Dice": 0.7097946145017154, + "FN": 10122, + "FP": 83177, + "IoU": 0.5501407934579259, + "TN": 86720476, + "TP": 114097, + "n_pred": 197274, + "n_ref": 124219 + }, + "3": { + "Dice": 0.5156951647329366, + "FN": 111036, + "FP": 373, + "IoU": 0.34743211264965673, + "TN": 86757148, + "TP": 59315, + "n_pred": 59688, + "n_ref": 170351 + }, + "4": { + "Dice": 0.5869780491830335, + "FN": 9409, + "FP": 601, + "IoU": 0.41540617882380426, + "TN": 86910749, + "TP": 7113, + "n_pred": 7714, + "n_ref": 16522 + }, + "5": { + "Dice": 0.6292780414688983, + "FN": 2954, + "FP": 14, + "IoU": 0.459085110260616, + "TN": 86922385, + "TP": 2519, + "n_pred": 2533, + "n_ref": 5473 + }, + "6": { + "Dice": 0.8461647024243907, + "FN": 86122, + "FP": 309553, + "IoU": 0.7333496420176403, + "TN": 85444000, + "TP": 1088197, + "n_pred": 1397750, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.16703663288611034, + "FN": 929372, + "FP": 6484, + "IoU": 0.09112928053173233, + "TN": 85898181, + "TP": 93835, + "n_pred": 100319, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9370588235294117, + "FN": 5005, + "FP": 1629, + "IoU": 0.8815716657443277, + "TN": 86871855, + "TP": 49383, + "n_pred": 51012, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8173371803945052, + "FN": 5719, + "FP": 14413, + "IoU": 0.6910990747702269, + "TN": 86862699, + "TP": 45041, + "n_pred": 59454, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6042394786660842, + "FN": 22074, + "FP": 64892, + "IoU": 0.43291056698509994, + "TN": 37596245, + "TP": 66389, + "n_pred": 131281, + "n_ref": 88463 + }, + "10": { + "Dice": 0.24292557932263814, + "FN": 50522, + "FP": 3842, + "IoU": 0.13825571442158324, + "TN": 37686514, + "TP": 8722, + "n_pred": 12564, + "n_ref": 59244 + }, + "11": { + "Dice": 0.7882280304589422, + "FN": 673, + "FP": 356, + "IoU": 0.6504755434782609, + "TN": 37746656, + "TP": 1915, + "n_pred": 2271, + "n_ref": 2588 + }, + "12": { + "Dice": 0.0, + "FN": 2917, + "FP": 34, + "IoU": 0.0, + "TN": 37746649, + "TP": 0, + "n_pred": 34, + "n_ref": 2917 + }, + "13": { + "Dice": 0.3601782414954896, + "FN": 34943, + "FP": 379, + "IoU": 0.21964475079533405, + "TN": 37704336, + "TP": 9942, + "n_pred": 10321, + "n_ref": 44885 + }, + "14": { + "Dice": 0.25443509172004425, + "FN": 16817, + "FP": 472287, + "IoU": 0.14576088835949358, + "TN": 37177039, + "TP": 83457, + "n_pred": 555744, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 22302, + "IoU": 0.0, + "TN": 37727298, + "TP": 0, + "n_pred": 22302, + "n_ref": 0 + }, + "2": { + "Dice": 0.06507500120580717, + "FN": 96859, + "FP": 60, + "IoU": 0.03363179515813824, + "TN": 37649308, + "TP": 3373, + "n_pred": 3433, + "n_ref": 100232 + }, + "3": { + "Dice": 0.7306307634005642, + "FN": 19292, + "FP": 31886, + "IoU": 0.5755856864452461, + "TN": 37629015, + "TP": 69407, + "n_pred": 101293, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 0, + "IoU": 0.0, + "TN": 37737906, + "TP": 0, + "n_pred": 0, + "n_ref": 11694 + }, + "5": { + "Dice": 0.5849227974568574, + "FN": 5863, + "FP": 78, + "IoU": 0.41335044929396664, + "TN": 37739473, + "TP": 4186, + "n_pred": 4264, + "n_ref": 10049 + }, + "6": { + "Dice": 0.8688608355876165, + "FN": 164381, + "FP": 10139, + "IoU": 0.7681290356867643, + "TN": 36996940, + "TP": 578140, + "n_pred": 588279, + "n_ref": 742521 + }, + "7": { + "Dice": 0.5829846865418964, + "FN": 201346, + "FP": 4582, + "IoU": 0.41141735096649906, + "TN": 37399729, + "TP": 143943, + "n_pred": 148525, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9306140345221131, + "FN": 5922, + "FP": 4839, + "IoU": 0.8702321374736207, + "TN": 37666675, + "TP": 72164, + "n_pred": 77003, + "n_ref": 78086 + }, + "9": { + "Dice": 0.7854011138760517, + "FN": 18317, + "FP": 1604, + "IoU": 0.6466341463414634, + "TN": 37693225, + "TP": 36454, + "n_pred": 38058, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8628200334330459, + "FN": 41116, + "FP": 8778, + "IoU": 0.7587365753881713, + "TN": 75699885, + "TP": 156909, + "n_pred": 165687, + "n_ref": 198025 + }, + "10": { + "Dice": 0.6076014705123278, + "FN": 61140, + "FP": 7279, + "IoU": 0.4363703764725266, + "TN": 75785298, + "TP": 52971, + "n_pred": 60250, + "n_ref": 114111 + }, + "11": { + "Dice": 0.6094746844034207, + "FN": 2097, + "FP": 780, + "IoU": 0.43830534947286215, + "TN": 75901566, + "TP": 2245, + "n_pred": 3025, + "n_ref": 4342 + }, + "12": { + "Dice": 0.0, + "FN": 4584, + "FP": 0, + "IoU": 0.0, + "TN": 75902104, + "TP": 0, + "n_pred": 0, + "n_ref": 4584 + }, + "13": { + "Dice": 0.5347924892404179, + "FN": 20439, + "FP": 16204, + "IoU": 0.3649943679057274, + "TN": 75848983, + "TP": 21062, + "n_pred": 37266, + "n_ref": 41501 + }, + "14": { + "Dice": 0.8865511150792881, + "FN": 9490, + "FP": 19735, + "IoU": 0.7962207579402434, + "TN": 75763273, + "TP": 114190, + "n_pred": 133925, + "n_ref": 123680 + }, + "15": { + "Dice": 0.3190144186583338, + "FN": 149955, + "FP": 9350, + "IoU": 0.18977820047909918, + "TN": 75710069, + "TP": 37314, + "n_pred": 46664, + "n_ref": 187269 + }, + "2": { + "Dice": 0.6549547782204874, + "FN": 47483, + "FP": 105538, + "IoU": 0.48693885351599825, + "TN": 75608437, + "TP": 145230, + "n_pred": 250768, + "n_ref": 192713 + }, + "3": { + "Dice": 0.5778081181547293, + "FN": 135278, + "FP": 34178, + "IoU": 0.4062800002802946, + "TN": 75621274, + "TP": 115958, + "n_pred": 150136, + "n_ref": 251236 + }, + "4": { + "Dice": 0.7859210551540364, + "FN": 9679, + "FP": 1488, + "IoU": 0.6473393336491394, + "TN": 75875023, + "TP": 20498, + "n_pred": 21986, + "n_ref": 30177 + }, + "5": { + "Dice": 0.7213094502779493, + "FN": 3790, + "FP": 722, + "IoU": 0.564100086948121, + "TN": 75896337, + "TP": 5839, + "n_pred": 6561, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9423136406740316, + "FN": 131932, + "FP": 60906, + "IoU": 0.8909197252714308, + "TN": 74138834, + "TP": 1575016, + "n_pred": 1635922, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.7501423636156562, + "FN": 76139, + "FP": 55491, + "IoU": 0.6001822461842206, + "TN": 75577463, + "TP": 197595, + "n_pred": 253086, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9547079856972587, + "FN": 3637, + "FP": 4723, + "IoU": 0.9133409350057012, + "TN": 75810218, + "TP": 88110, + "n_pred": 92833, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8431881878460592, + "FN": 16071, + "FP": 6869, + "IoU": 0.728889676771258, + "TN": 75822073, + "TP": 61675, + "n_pred": 68544, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9294162121293946, + "FN": 8998, + "FP": 4072, + "IoU": 0.8681396287328491, + "TN": 61288630, + "TP": 86050, + "n_pred": 90122, + "n_ref": 95048 + }, + "10": { + "Dice": 0.7117291028636951, + "FN": 29017, + "FP": 10705, + "IoU": 0.5524685098807994, + "TN": 61298992, + "TP": 49036, + "n_pred": 59741, + "n_ref": 78053 + }, + "11": { + "Dice": 0.7651224550014754, + "FN": 749, + "FP": 843, + "IoU": 0.6195937873357228, + "TN": 61383565, + "TP": 2593, + "n_pred": 3436, + "n_ref": 3342 + }, + "12": { + "Dice": 0.6002047082906857, + "FN": 1903, + "FP": 50, + "IoU": 0.428780345130155, + "TN": 61384331, + "TP": 1466, + "n_pred": 1516, + "n_ref": 3369 + }, + "13": { + "Dice": 0.07304944269791369, + "FN": 37538, + "FP": 11113, + "IoU": 0.0379093497864262, + "TN": 61337182, + "TP": 1917, + "n_pred": 13030, + "n_ref": 39455 + }, + "14": { + "Dice": 0.8188397534358671, + "FN": 5420, + "FP": 21589, + "IoU": 0.6932503492373565, + "TN": 61299701, + "TP": 61040, + "n_pred": 82629, + "n_ref": 66460 + }, + "15": { + "Dice": 0.7491833342884979, + "FN": 16586, + "FP": 920, + "IoU": 0.598955350392889, + "TN": 61344099, + "TP": 26145, + "n_pred": 27065, + "n_ref": 42731 + }, + "2": { + "Dice": 0.48494635798983626, + "FN": 90222, + "FP": 994, + "IoU": 0.3200852725890368, + "TN": 61253592, + "TP": 42942, + "n_pred": 43936, + "n_ref": 133164 + }, + "3": { + "Dice": 0.823588212557811, + "FN": 10034, + "FP": 42910, + "IoU": 0.7000849713929643, + "TN": 61211220, + "TP": 123586, + "n_pred": 166496, + "n_ref": 133620 + }, + "4": { + "Dice": 0.4230722427290796, + "FN": 13761, + "FP": 462, + "IoU": 0.268288918613026, + "TN": 61368312, + "TP": 5215, + "n_pred": 5677, + "n_ref": 18976 + }, + "5": { + "Dice": 0.36224057911789603, + "FN": 21490, + "FP": 359, + "IoU": 0.2211805803094033, + "TN": 61359696, + "TP": 6205, + "n_pred": 6564, + "n_ref": 27695 + }, + "6": { + "Dice": 0.8891363345485035, + "FN": 192992, + "FP": 6930, + "IoU": 0.80040095126086, + "TN": 60386132, + "TP": 801696, + "n_pred": 808626, + "n_ref": 994688 + }, + "7": { + "Dice": 0.6397350409775872, + "FN": 93021, + "FP": 5095, + "IoU": 0.47030178696755387, + "TN": 61202520, + "TP": 87114, + "n_pred": 92209, + "n_ref": 180135 + }, + "8": { + "Dice": 0.7789714231304824, + "FN": 82692, + "FP": 10161, + "IoU": 0.6379633023230425, + "TN": 61131276, + "TP": 163621, + "n_pred": 173782, + "n_ref": 246313 + }, + "9": { + "Dice": 0.8203452661200855, + "FN": 19082, + "FP": 7476, + "IoU": 0.6954113288910807, + "TN": 61300557, + "TP": 60635, + "n_pred": 68111, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.939061080835604, + "FN": 20089, + "FP": 1381, + "IoU": 0.8851226624575296, + "TN": 39561905, + "TP": 165425, + "n_pred": 166806, + "n_ref": 185514 + }, + "10": { + "Dice": 0.5417638771484925, + "FN": 27798, + "FP": 12859, + "IoU": 0.3715199950534077, + "TN": 39684109, + "TP": 24034, + "n_pred": 36893, + "n_ref": 51832 + }, + "11": { + "Dice": 0.6805609661082976, + "FN": 1284, + "FP": 356, + "IoU": 0.5157956894006496, + "TN": 39745413, + "TP": 1747, + "n_pred": 2103, + "n_ref": 3031 + }, + "12": { + "Dice": 0.5841232227488151, + "FN": 1981, + "FP": 125, + "IoU": 0.4125523012552301, + "TN": 39745215, + "TP": 1479, + "n_pred": 1604, + "n_ref": 3460 + }, + "13": { + "Dice": 0.41396429703179466, + "FN": 32054, + "FP": 1234, + "IoU": 0.261005661005661, + "TN": 39703755, + "TP": 11757, + "n_pred": 12991, + "n_ref": 43811 + }, + "14": { + "Dice": 0.06980451240474297, + "FN": 24947, + "FP": 198552, + "IoU": 0.03616447808180779, + "TN": 39516915, + "TP": 8386, + "n_pred": 206938, + "n_ref": 33333 + }, + "15": { + "Dice": 0.42869568505842753, + "FN": 34712, + "FP": 10609, + "IoU": 0.2728279181708785, + "TN": 39686475, + "TP": 17004, + "n_pred": 27613, + "n_ref": 51716 + }, + "2": { + "Dice": 0.8275495855171939, + "FN": 33691, + "FP": 1383, + "IoU": 0.7058290698649669, + "TN": 39629570, + "TP": 84156, + "n_pred": 85539, + "n_ref": 117847 + }, + "3": { + "Dice": 0.8936716317428259, + "FN": 6841, + "FP": 23483, + "IoU": 0.8077815388126117, + "TN": 39591042, + "TP": 127434, + "n_pred": 150917, + "n_ref": 134275 + }, + "4": { + "Dice": 0.5601498082092482, + "FN": 14500, + "FP": 63, + "IoU": 0.38903339486491023, + "TN": 39724964, + "TP": 9273, + "n_pred": 9336, + "n_ref": 23773 + }, + "5": { + "Dice": 0.7816956864117596, + "FN": 2057, + "FP": 438, + "IoU": 0.6416259695489802, + "TN": 39741838, + "TP": 4467, + "n_pred": 4905, + "n_ref": 6524 + }, + "6": { + "Dice": 0.938404544492029, + "FN": 59378, + "FP": 54648, + "IoU": 0.8839568214268632, + "TN": 38766183, + "TP": 868591, + "n_pred": 923239, + "n_ref": 927969 + }, + "7": { + "Dice": 0.1558904618660453, + "FN": 669996, + "FP": 2344, + "IoU": 0.08453427447904753, + "TN": 39014376, + "TP": 62084, + "n_pred": 64428, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9663527060177474, + "FN": 1672, + "FP": 1661, + "IoU": 0.9348959859361266, + "TN": 39697605, + "TP": 47862, + "n_pred": 49523, + "n_ref": 49534 + }, + "9": { + "Dice": 0.8861359213913632, + "FN": 4970, + "FP": 4451, + "IoU": 0.7955512152777777, + "TN": 39702720, + "TP": 36659, + "n_pred": 41110, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9026982556394321, + "FN": 15761, + "FP": 1743, + "IoU": 0.8226527117802612, + "TN": 101297909, + "TP": 81195, + "n_pred": 82938, + "n_ref": 96956 + }, + "10": { + "Dice": 0.69913606584661, + "FN": 36183, + "FP": 3587, + "IoU": 0.5374398101840006, + "TN": 101310630, + "TP": 46208, + "n_pred": 49795, + "n_ref": 82391 + }, + "11": { + "Dice": 0.652964239040038, + "FN": 2781, + "FP": 140, + "IoU": 0.4847415769977068, + "TN": 101390939, + "TP": 2748, + "n_pred": 2888, + "n_ref": 5529 + }, + "12": { + "Dice": 0.3535528596187175, + "FN": 4103, + "FP": 0, + "IoU": 0.21473684210526317, + "TN": 101391383, + "TP": 1122, + "n_pred": 1122, + "n_ref": 5225 + }, + "13": { + "Dice": 0.7401379508255527, + "FN": 13837, + "FP": 11518, + "IoU": 0.587475391699071, + "TN": 101335145, + "TP": 36108, + "n_pred": 47626, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9457715398872568, + "FN": 15588, + "FP": 2757, + "IoU": 0.8971219955360648, + "TN": 101218290, + "TP": 159973, + "n_pred": 162730, + "n_ref": 175561 + }, + "15": { + "Dice": 0.6676423240158057, + "FN": 13188, + "FP": 438, + "IoU": 0.5010984182776801, + "TN": 101369296, + "TP": 13686, + "n_pred": 14124, + "n_ref": 26874 + }, + "2": { + "Dice": 0.6224220752086561, + "FN": 97581, + "FP": 4524, + "IoU": 0.45182349688343904, + "TN": 101210345, + "TP": 84158, + "n_pred": 88682, + "n_ref": 181739 + }, + "3": { + "Dice": 0.7189249467767552, + "FN": 39528, + "FP": 60284, + "IoU": 0.5611887804449134, + "TN": 101169148, + "TP": 127648, + "n_pred": 187932, + "n_ref": 167176 + }, + "4": { + "Dice": 0.6063301072456186, + "FN": 4351, + "FP": 3174, + "IoU": 0.43506006006006004, + "TN": 101383288, + "TP": 5795, + "n_pred": 8969, + "n_ref": 10146 + }, + "5": { + "Dice": 0.6342751337265121, + "FN": 20018, + "FP": 1314, + "IoU": 0.46442380115490833, + "TN": 101356778, + "TP": 18498, + "n_pred": 19812, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9489993572654466, + "FN": 106711, + "FP": 78570, + "IoU": 0.902948408096389, + "TN": 99487510, + "TP": 1723817, + "n_pred": 1802387, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.6438930824753978, + "FN": 211598, + "FP": 64288, + "IoU": 0.4748099682661758, + "TN": 100871301, + "TP": 249421, + "n_pred": 313709, + "n_ref": 461019 + }, + "8": { + "Dice": 0.7921451336775364, + "FN": 80123, + "FP": 12028, + "IoU": 0.6558280765050589, + "TN": 101128861, + "TP": 175596, + "n_pred": 187624, + "n_ref": 255719 + }, + "9": { + "Dice": 0.8838727191180984, + "FN": 11732, + "FP": 7946, + "IoU": 0.7919103262306351, + "TN": 101302043, + "TP": 74887, + "n_pred": 82833, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 216995, + "FP": 0, + "IoU": 0.0, + "TN": 73666509, + "TP": 0, + "n_pred": 0, + "n_ref": 216995 + }, + "10": { + "Dice": 0.02911734289185417, + "FN": 74391, + "FP": 22306, + "IoU": 0.014773757730750813, + "TN": 73785357, + "TP": 1450, + "n_pred": 23756, + "n_ref": 75841 + }, + "11": { + "Dice": 0.5652719941833565, + "FN": 1983, + "FP": 4594, + "IoU": 0.3939924444853957, + "TN": 73872651, + "TP": 4276, + "n_pred": 8870, + "n_ref": 6259 + }, + "12": { + "Dice": 0.0, + "FN": 5541, + "FP": 0, + "IoU": 0.0, + "TN": 73877963, + "TP": 0, + "n_pred": 0, + "n_ref": 5541 + }, + "13": { + "Dice": 0.013138546128764146, + "FN": 60828, + "FP": 914, + "IoU": 0.006612713786945119, + "TN": 73821351, + "TP": 411, + "n_pred": 1325, + "n_ref": 61239 + }, + "14": { + "Dice": 0.6814509144240726, + "FN": 12628, + "FP": 70125, + "IoU": 0.5168187683558421, + "TN": 73712237, + "TP": 88514, + "n_pred": 158639, + "n_ref": 101142 + }, + "15": { + "Dice": 0.6226896308967289, + "FN": 121341, + "FP": 857, + "IoU": 0.45210552745794325, + "TN": 73660472, + "TP": 100834, + "n_pred": 101691, + "n_ref": 222175 + }, + "2": { + "Dice": 0.3831989795247426, + "FN": 118201, + "FP": 116316, + "IoU": 0.23701059974102537, + "TN": 73576138, + "TP": 72849, + "n_pred": 189165, + "n_ref": 191050 + }, + "3": { + "Dice": 0.23609342623959856, + "FN": 162407, + "FP": 176, + "IoU": 0.13384689968940955, + "TN": 73695797, + "TP": 25124, + "n_pred": 25300, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 0, + "IoU": 0.0, + "TN": 73835616, + "TP": 0, + "n_pred": 0, + "n_ref": 47888 + }, + "5": { + "Dice": 0.36732553871965606, + "FN": 11625, + "FP": 442, + "IoU": 0.2249839434810533, + "TN": 73867934, + "TP": 3503, + "n_pred": 3945, + "n_ref": 15128 + }, + "6": { + "Dice": 0.6087981641885093, + "FN": 406671, + "FP": 1257173, + "IoU": 0.4376059235383312, + "TN": 70925002, + "TP": 1294658, + "n_pred": 2551831, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.4078388895575079, + "FN": 121768, + "FP": 25840, + "IoU": 0.256154284188088, + "TN": 73685065, + "TP": 50831, + "n_pred": 76671, + "n_ref": 172599 + }, + "8": { + "Dice": 0.7868370378110493, + "FN": 26736, + "FP": 1824, + "IoU": 0.6485831354357643, + "TN": 73802233, + "TP": 52711, + "n_pred": 54535, + "n_ref": 79447 + }, + "9": { + "Dice": 0.7059887929021714, + "FN": 29706, + "FP": 20664, + "IoU": 0.5455816680950878, + "TN": 73772659, + "TP": 60475, + "n_pred": 81139, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8920802485400012, + "FN": 33290, + "FP": 3983, + "IoU": 0.8051848948124918, + "TN": 69304451, + "TP": 154052, + "n_pred": 158035, + "n_ref": 187342 + }, + "10": { + "Dice": 0.4405894963596632, + "FN": 46202, + "FP": 7813, + "IoU": 0.2825359296549159, + "TN": 69420490, + "TP": 21271, + "n_pred": 29084, + "n_ref": 67473 + }, + "11": { + "Dice": 0.7185915492957746, + "FN": 910, + "FP": 1088, + "IoU": 0.5607825895801275, + "TN": 69491227, + "TP": 2551, + "n_pred": 3639, + "n_ref": 3461 + }, + "12": { + "Dice": 0.2713697219361483, + "FN": 2625, + "FP": 205, + "IoU": 0.1569854036341972, + "TN": 69492419, + "TP": 527, + "n_pred": 732, + "n_ref": 3152 + }, + "13": { + "Dice": 0.5219578612143171, + "FN": 43891, + "FP": 18254, + "IoU": 0.3531413939545341, + "TN": 69399704, + "TP": 33927, + "n_pred": 52181, + "n_ref": 77818 + }, + "14": { + "Dice": 0.8748846812810263, + "FN": 31545, + "FP": 2631, + "IoU": 0.7775955644059194, + "TN": 69342110, + "TP": 119490, + "n_pred": 122121, + "n_ref": 151035 + }, + "15": { + "Dice": 0.4284007652400565, + "FN": 68356, + "FP": 65, + "IoU": 0.27258906454322196, + "TN": 69401715, + "TP": 25640, + "n_pred": 25705, + "n_ref": 93996 + }, + "2": { + "Dice": 0.6992656747239538, + "FN": 59400, + "FP": 18658, + "IoU": 0.5375930050708497, + "TN": 69326968, + "TP": 90750, + "n_pred": 109408, + "n_ref": 150150 + }, + "3": { + "Dice": 0.7258577891055801, + "FN": 52388, + "FP": 38392, + "IoU": 0.5696834960016306, + "TN": 69284815, + "TP": 120181, + "n_pred": 158573, + "n_ref": 172569 + }, + "4": { + "Dice": 0.40741286722122777, + "FN": 27446, + "FP": 693, + "IoU": 0.25581825875383474, + "TN": 69457964, + "TP": 9673, + "n_pred": 10366, + "n_ref": 37119 + }, + "5": { + "Dice": 0.7849250320843898, + "FN": 6555, + "FP": 316, + "IoU": 0.6459889741872328, + "TN": 69476367, + "TP": 12538, + "n_pred": 12854, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9411822264083736, + "FN": 112671, + "FP": 54437, + "IoU": 0.8888991570435959, + "TN": 67991665, + "TP": 1337003, + "n_pred": 1391440, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.8674986949176006, + "FN": 52924, + "FP": 26521, + "IoU": 0.7660023798864253, + "TN": 69156264, + "TP": 260067, + "n_pred": 286588, + "n_ref": 312991 + }, + "8": { + "Dice": 0.7994766110565914, + "FN": 16587, + "FP": 19580, + "IoU": 0.6659400544959128, + "TN": 69387511, + "TP": 72098, + "n_pred": 91678, + "n_ref": 88685 + }, + "9": { + "Dice": 0.8084017661866051, + "FN": 21599, + "FP": 6259, + "IoU": 0.6784180634436903, + "TN": 69409148, + "TP": 58770, + "n_pred": 65029, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9362548121853332, + "FN": 13567, + "FP": 12148, + "IoU": 0.8801495159839484, + "TN": 50618993, + "TP": 188844, + "n_pred": 200992, + "n_ref": 202411 + }, + "10": { + "Dice": 0.6606191812846242, + "FN": 35713, + "FP": 5516, + "IoU": 0.49322729731058557, + "TN": 50752196, + "TP": 40127, + "n_pred": 45643, + "n_ref": 75840 + }, + "11": { + "Dice": 0.7876594277835229, + "FN": 2159, + "FP": 305, + "IoU": 0.6497014500995166, + "TN": 50826518, + "TP": 4570, + "n_pred": 4875, + "n_ref": 6729 + }, + "12": { + "Dice": 0.013139801375095492, + "FN": 6256, + "FP": 203, + "IoU": 0.006613349738541987, + "TN": 50827050, + "TP": 43, + "n_pred": 246, + "n_ref": 6299 + }, + "13": { + "Dice": 0.6011294708220037, + "FN": 19523, + "FP": 18617, + "IoU": 0.4297248803827751, + "TN": 50766672, + "TP": 28740, + "n_pred": 47357, + "n_ref": 48263 + }, + "14": { + "Dice": 0.34906410531497306, + "FN": 36909, + "FP": 14664, + "IoU": 0.2114340759315607, + "TN": 50768151, + "TP": 13828, + "n_pred": 28492, + "n_ref": 50737 + }, + "15": { + "Dice": 0.0, + "FN": 34756, + "FP": 1095, + "IoU": 0.0, + "TN": 50797701, + "TP": 0, + "n_pred": 1095, + "n_ref": 34756 + }, + "2": { + "Dice": 0.48619429824873767, + "FN": 143802, + "FP": 488, + "IoU": 0.3211735149935547, + "TN": 50620994, + "TP": 68268, + "n_pred": 68756, + "n_ref": 212070 + }, + "3": { + "Dice": 0.7445785519882042, + "FN": 11495, + "FP": 119986, + "IoU": 0.5930905140798648, + "TN": 50510431, + "TP": 191640, + "n_pred": 311626, + "n_ref": 203135 + }, + "4": { + "Dice": 0.7188990699749477, + "FN": 7491, + "FP": 700, + "IoU": 0.5611572461826949, + "TN": 50814887, + "TP": 10474, + "n_pred": 11174, + "n_ref": 17965 + }, + "5": { + "Dice": 0.8486961126064511, + "FN": 3227, + "FP": 202, + "IoU": 0.7371608155756554, + "TN": 50820506, + "TP": 9617, + "n_pred": 9819, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9198874751405748, + "FN": 73983, + "FP": 295692, + "IoU": 0.8516589280920491, + "TN": 48341491, + "TP": 2122386, + "n_pred": 2418078, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.7895923338698656, + "FN": 54462, + "FP": 38219, + "IoU": 0.6523358666376574, + "TN": 50566970, + "TP": 173901, + "n_pred": 212120, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9644459481325665, + "FN": 4578, + "FP": 2673, + "IoU": 0.9313332765135374, + "TN": 50727955, + "TP": 98346, + "n_pred": 101019, + "n_ref": 102924 + }, + "9": { + "Dice": 0.8566969298996936, + "FN": 25098, + "FP": 5018, + "IoU": 0.749317440234401, + "TN": 50713416, + "TP": 90020, + "n_pred": 95038, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4846336203818745, + "FN": 144082, + "FP": 268, + "IoU": 0.3198128366184308, + "TN": 76672639, + "TP": 67871, + "n_pred": 68139, + "n_ref": 211953 + }, + "10": { + "Dice": 0.30205083875170696, + "FN": 52904, + "FP": 2807, + "IoU": 0.1778915680429714, + "TN": 76817094, + "TP": 12055, + "n_pred": 14862, + "n_ref": 64959 + }, + "11": { + "Dice": 0.7928932241769726, + "FN": 598, + "FP": 591, + "IoU": 0.6568542568542568, + "TN": 76881395, + "TP": 2276, + "n_pred": 2867, + "n_ref": 2874 + }, + "12": { + "Dice": 0.10942028985507246, + "FN": 2458, + "FP": 0, + "IoU": 0.05787658106554235, + "TN": 76882251, + "TP": 151, + "n_pred": 151, + "n_ref": 2609 + }, + "13": { + "Dice": 0.46540638810470464, + "FN": 27039, + "FP": 9130, + "IoU": 0.3032766359100803, + "TN": 76832947, + "TP": 15744, + "n_pred": 24874, + "n_ref": 42783 + }, + "14": { + "Dice": 0.8883118235481708, + "FN": 13264, + "FP": 3897, + "IoU": 0.7990656394164345, + "TN": 76799454, + "TP": 68245, + "n_pred": 72142, + "n_ref": 81509 + }, + "15": { + "Dice": 0.5363488935776937, + "FN": 24636, + "FP": 1953, + "IoU": 0.3664458635150591, + "TN": 76842892, + "TP": 15379, + "n_pred": 17332, + "n_ref": 40015 + }, + "2": { + "Dice": 0.7981517268718101, + "FN": 7252, + "FP": 41630, + "IoU": 0.6641035684099857, + "TN": 76739333, + "TP": 96645, + "n_pred": 138275, + "n_ref": 103897 + }, + "3": { + "Dice": 0.6735723232118073, + "FN": 47665, + "FP": 550, + "IoU": 0.5078093099224174, + "TN": 76786900, + "TP": 49745, + "n_pred": 50295, + "n_ref": 97410 + }, + "4": { + "Dice": 0.5247711839385887, + "FN": 15995, + "FP": 101, + "IoU": 0.35572189088580236, + "TN": 76859877, + "TP": 8887, + "n_pred": 8988, + "n_ref": 24882 + }, + "5": { + "Dice": 0.6728302515408963, + "FN": 7677, + "FP": 179, + "IoU": 0.5069662357223547, + "TN": 76868926, + "TP": 8078, + "n_pred": 8257, + "n_ref": 15755 + }, + "6": { + "Dice": 0.907563025210084, + "FN": 52340, + "FP": 167396, + "IoU": 0.8307692307692308, + "TN": 75586420, + "TP": 1078704, + "n_pred": 1246100, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.7714783531958047, + "FN": 47805, + "FP": 19347, + "IoU": 0.6279729422779676, + "TN": 76704357, + "TP": 113351, + "n_pred": 132698, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9530501520052376, + "FN": 3792, + "FP": 3451, + "IoU": 0.9103111804549451, + "TN": 76804103, + "TP": 73514, + "n_pred": 76965, + "n_ref": 77306 + }, + "9": { + "Dice": 0.9071829011913104, + "FN": 14094, + "FP": 1800, + "IoU": 0.8301324184808747, + "TN": 76791293, + "TP": 77673, + "n_pred": 79473, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5544431597055755, + "FN": 75423, + "FP": 3572, + "IoU": 0.3835498848960162, + "TN": 130871787, + "TP": 49150, + "n_pred": 52722, + "n_ref": 124573 + }, + "10": { + "Dice": 0.3485276722903567, + "FN": 43567, + "FP": 8756, + "IoU": 0.21104057660700554, + "TN": 130933613, + "TP": 13996, + "n_pred": 22752, + "n_ref": 57563 + }, + "11": { + "Dice": 0.5912801114871591, + "FN": 2598, + "FP": 1508, + "IoU": 0.4197286602600339, + "TN": 130992856, + "TP": 2970, + "n_pred": 4478, + "n_ref": 5568 + }, + "12": { + "Dice": 0.24949982346710603, + "FN": 6242, + "FP": 135, + "IoU": 0.14253059029178433, + "TN": 130992495, + "TP": 1060, + "n_pred": 1195, + "n_ref": 7302 + }, + "13": { + "Dice": 0.11435385096259594, + "FN": 73478, + "FP": 3025, + "IoU": 0.060644384961076596, + "TN": 130918490, + "TP": 4939, + "n_pred": 7964, + "n_ref": 78417 + }, + "14": { + "Dice": 0.4112222775003702, + "FN": 698980, + "FP": 8732, + "IoU": 0.25882933255974455, + "TN": 130045075, + "TP": 247145, + "n_pred": 255877, + "n_ref": 946125 + }, + "15": { + "Dice": 0.004325180469678048, + "FN": 25239, + "FP": 7450, + "IoU": 0.0021672771672771674, + "TN": 130967172, + "TP": 71, + "n_pred": 7521, + "n_ref": 25310 + }, + "2": { + "Dice": 0.7014726887652071, + "FN": 55072, + "FP": 84331, + "IoU": 0.5402063419814899, + "TN": 130696746, + "TP": 163783, + "n_pred": 248114, + "n_ref": 218855 + }, + "3": { + "Dice": 0.6433139582327857, + "FN": 145082, + "FP": 7901, + "IoU": 0.4741804208398925, + "TN": 130708990, + "TP": 137959, + "n_pred": 145860, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 174, + "IoU": 0.0, + "TN": 130997478, + "TP": 0, + "n_pred": 174, + "n_ref": 2280 + }, + "5": { + "Dice": 0.3442513368983957, + "FN": 18569, + "FP": 1051, + "IoU": 0.20791279773920066, + "TN": 130975162, + "TP": 5150, + "n_pred": 6201, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8563726387840608, + "FN": 147198, + "FP": 297521, + "IoU": 0.7488213974467518, + "TN": 129229403, + "TP": 1325810, + "n_pred": 1623331, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.4248540943751488, + "FN": 145175, + "FP": 14275, + "IoU": 0.2697236445576206, + "TN": 130781590, + "TP": 58892, + "n_pred": 73167, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9188044171157296, + "FN": 9995, + "FP": 10512, + "IoU": 0.8498040795400447, + "TN": 130863397, + "TP": 116028, + "n_pred": 126540, + "n_ref": 126023 + }, + "9": { + "Dice": 0.6602857993450432, + "FN": 12861, + "FP": 32783, + "IoU": 0.4928557143174596, + "TN": 130909930, + "TP": 44358, + "n_pred": 77141, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8783088199789472, + "FN": 11943, + "FP": 658, + "IoU": 0.78302195436935, + "TN": 74368623, + "TP": 45474, + "n_pred": 46132, + "n_ref": 57417 + }, + "10": { + "Dice": 0.15207297626864272, + "FN": 72290, + "FP": 28, + "IoU": 0.0822938213012195, + "TN": 74347895, + "TP": 6485, + "n_pred": 6513, + "n_ref": 78775 + }, + "11": { + "Dice": 0.7201889020070839, + "FN": 558, + "FP": 864, + "IoU": 0.5627306273062731, + "TN": 74423446, + "TP": 1830, + "n_pred": 2694, + "n_ref": 2388 + }, + "12": { + "Dice": 0.0, + "FN": 2457, + "FP": 0, + "IoU": 0.0, + "TN": 74424241, + "TP": 0, + "n_pred": 0, + "n_ref": 2457 + }, + "13": { + "Dice": 0.24371682396031927, + "FN": 87923, + "FP": 7678, + "IoU": 0.13876852394036304, + "TN": 74315693, + "TP": 15404, + "n_pred": 23082, + "n_ref": 103327 + }, + "14": { + "Dice": 0.8744664152677016, + "FN": 33846, + "FP": 5502, + "IoU": 0.776934981887447, + "TN": 74250301, + "TP": 137049, + "n_pred": 142551, + "n_ref": 170895 + }, + "15": { + "Dice": 0.5155335706098811, + "FN": 13672, + "FP": 2390, + "IoU": 0.3472854356306892, + "TN": 74402090, + "TP": 8546, + "n_pred": 10936, + "n_ref": 22218 + }, + "2": { + "Dice": 0.8106246012874789, + "FN": 13921, + "FP": 35060, + "IoU": 0.6815548750755788, + "TN": 74272885, + "TP": 104832, + "n_pred": 139892, + "n_ref": 118753 + }, + "3": { + "Dice": 0.7379376044194875, + "FN": 54118, + "FP": 625, + "IoU": 0.5847077030451077, + "TN": 74294880, + "TP": 77075, + "n_pred": 77700, + "n_ref": 131193 + }, + "4": { + "Dice": 0.0, + "FN": 30460, + "FP": 0, + "IoU": 0.0, + "TN": 74396238, + "TP": 0, + "n_pred": 0, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9288906858951486, + "FN": 85790, + "FP": 36968, + "IoU": 0.8672230496580473, + "TN": 73502155, + "TP": 801785, + "n_pred": 838753, + "n_ref": 887575 + }, + "7": { + "Dice": 0.2610086798661145, + "FN": 127509, + "FP": 2753, + "IoU": 0.15009199692038677, + "TN": 74273432, + "TP": 23004, + "n_pred": 25757, + "n_ref": 150513 + }, + "8": { + "Dice": 0.9102358259602136, + "FN": 3264, + "FP": 4619, + "IoU": 0.8352594512131408, + "TN": 74378847, + "TP": 39968, + "n_pred": 44587, + "n_ref": 43232 + }, + "9": { + "Dice": 0.8733076276345926, + "FN": 3649, + "FP": 5091, + "IoU": 0.7751074286596505, + "TN": 74387835, + "TP": 30123, + "n_pred": 35214, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9382846628077979, + "FN": 10883, + "FP": 6155, + "IoU": 0.8837440978192637, + "TN": 106500132, + "TP": 129518, + "n_pred": 135673, + "n_ref": 140401 + }, + "10": { + "Dice": 0.7389350707706134, + "FN": 36852, + "FP": 7304, + "IoU": 0.585961161589168, + "TN": 106540041, + "TP": 62491, + "n_pred": 69795, + "n_ref": 99343 + }, + "11": { + "Dice": 0.5371488579679706, + "FN": 2605, + "FP": 921, + "IoU": 0.36719310839913855, + "TN": 106641116, + "TP": 2046, + "n_pred": 2967, + "n_ref": 4651 + }, + "12": { + "Dice": 0.32997557997557997, + "FN": 4389, + "FP": 1, + "IoU": 0.19758727837689635, + "TN": 106641217, + "TP": 1081, + "n_pred": 1082, + "n_ref": 5470 + }, + "13": { + "Dice": 0.7084758646902318, + "FN": 14847, + "FP": 6629, + "IoU": 0.5485579752795762, + "TN": 106599116, + "TP": 26096, + "n_pred": 32725, + "n_ref": 40943 + }, + "14": { + "Dice": 0.7884479482387675, + "FN": 20049, + "FP": 6893, + "IoU": 0.6507751335096179, + "TN": 106569540, + "TP": 50206, + "n_pred": 57099, + "n_ref": 70255 + }, + "15": { + "Dice": 0.33705236638473995, + "FN": 20942, + "FP": 1162, + "IoU": 0.20268369224109944, + "TN": 106618965, + "TP": 5619, + "n_pred": 6781, + "n_ref": 26561 + }, + "2": { + "Dice": 0.7182022723317505, + "FN": 71120, + "FP": 19558, + "IoU": 0.5603085860030742, + "TN": 106440457, + "TP": 115553, + "n_pred": 135111, + "n_ref": 186673 + }, + "3": { + "Dice": 0.736269053219686, + "FN": 29516, + "FP": 57151, + "IoU": 0.5826153542378024, + "TN": 106439045, + "TP": 120976, + "n_pred": 178127, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8022034452173101, + "FN": 1491, + "FP": 2746, + "IoU": 0.6697326369943097, + "TN": 106633859, + "TP": 8592, + "n_pred": 11338, + "n_ref": 10083 + }, + "5": { + "Dice": 0.6441947565543071, + "FN": 2292, + "FP": 83, + "IoU": 0.47513812154696133, + "TN": 106642163, + "TP": 2150, + "n_pred": 2233, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9272080444903543, + "FN": 154623, + "FP": 20914, + "IoU": 0.8642943673546382, + "TN": 105353175, + "TP": 1117976, + "n_pred": 1138890, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.8659675743055875, + "FN": 63129, + "FP": 21600, + "IoU": 0.7636180012889151, + "TN": 106288247, + "TP": 273712, + "n_pred": 295312, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9110051566067723, + "FN": 5399, + "FP": 7424, + "IoU": 0.836555987508763, + "TN": 106568233, + "TP": 65632, + "n_pred": 73056, + "n_ref": 71031 + }, + "9": { + "Dice": 0.8910278619438478, + "FN": 14360, + "FP": 2939, + "IoU": 0.8034718198652625, + "TN": 106558665, + "TP": 70724, + "n_pred": 73663, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7807883233311106, + "FN": 49361, + "FP": 9813, + "IoU": 0.6404042368297915, + "TN": 107962371, + "TP": 105383, + "n_pred": 115196, + "n_ref": 154744 + }, + "10": { + "Dice": 0.7300291126046796, + "FN": 30362, + "FP": 7195, + "IoU": 0.5748392501358449, + "TN": 108038592, + "TP": 50779, + "n_pred": 57974, + "n_ref": 81141 + }, + "11": { + "Dice": 0.733393665158371, + "FN": 1011, + "FP": 462, + "IoU": 0.5790225778793942, + "TN": 108123429, + "TP": 2026, + "n_pred": 2488, + "n_ref": 3037 + }, + "12": { + "Dice": 0.6793268488497761, + "FN": 1774, + "FP": 303, + "IoU": 0.5143792377834931, + "TN": 108122651, + "TP": 2200, + "n_pred": 2503, + "n_ref": 3974 + }, + "13": { + "Dice": 0.4966015610411921, + "FN": 50827, + "FP": 3091, + "IoU": 0.33031932731360153, + "TN": 108046415, + "TP": 26595, + "n_pred": 29686, + "n_ref": 77422 + }, + "14": { + "Dice": 0.7708217305452888, + "FN": 9444, + "FP": 8662, + "IoU": 0.6271032849346102, + "TN": 108078373, + "TP": 30449, + "n_pred": 39111, + "n_ref": 39893 + }, + "15": { + "Dice": 0.5757789850659001, + "FN": 15414, + "FP": 1999, + "IoU": 0.40427642832706123, + "TN": 108097698, + "TP": 11817, + "n_pred": 13816, + "n_ref": 27231 + }, + "2": { + "Dice": 0.8832818597274681, + "FN": 21087, + "FP": 23659, + "IoU": 0.7909622203431796, + "TN": 107912871, + "TP": 169311, + "n_pred": 192970, + "n_ref": 190398 + }, + "3": { + "Dice": 0.8583893453499645, + "FN": 41749, + "FP": 10543, + "IoU": 0.7519107690993885, + "TN": 107916149, + "TP": 158487, + "n_pred": 169030, + "n_ref": 200236 + }, + "4": { + "Dice": 0.039659760997756095, + "FN": 32549, + "FP": 4257, + "IoU": 0.020231060001064793, + "TN": 108089362, + "TP": 760, + "n_pred": 5017, + "n_ref": 33309 + }, + "5": { + "Dice": 0.6680384087791496, + "FN": 1929, + "FP": 7, + "IoU": 0.5015447991761071, + "TN": 108123044, + "TP": 1948, + "n_pred": 1955, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9545336178598982, + "FN": 104808, + "FP": 26140, + "IoU": 0.9130218189378204, + "TN": 106621401, + "TP": 1374579, + "n_pred": 1400719, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.7341121694929734, + "FN": 84521, + "FP": 39973, + "IoU": 0.5799188141329545, + "TN": 107830571, + "TP": 171863, + "n_pred": 211836, + "n_ref": 256384 + }, + "8": { + "Dice": 0.8191355006925772, + "FN": 2958, + "FP": 14800, + "IoU": 0.6936744234186059, + "TN": 108068957, + "TP": 40213, + "n_pred": 55013, + "n_ref": 43171 + }, + "9": { + "Dice": 0.8336263272624991, + "FN": 14318, + "FP": 4610, + "IoU": 0.7147163441249171, + "TN": 108060580, + "TP": 47420, + "n_pred": 52030, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.48581343554151346, + "FN": 77595, + "FP": 21679, + "IoU": 0.3208412007771666, + "TN": 62423988, + "TP": 46898, + "n_pred": 68577, + "n_ref": 124493 + }, + "10": { + "Dice": 0.5600478111459734, + "FN": 31033, + "FP": 13136, + "IoU": 0.388935004565452, + "TN": 62497878, + "TP": 28113, + "n_pred": 41249, + "n_ref": 59146 + }, + "11": { + "Dice": 0.6357577513764127, + "FN": 955, + "FP": 302, + "IoU": 0.46601529311809686, + "TN": 62567806, + "TP": 1097, + "n_pred": 1399, + "n_ref": 2052 + }, + "12": { + "Dice": 0.028644028644028645, + "FN": 4205, + "FP": 0, + "IoU": 0.014530114834778533, + "TN": 62565893, + "TP": 62, + "n_pred": 62, + "n_ref": 4267 + }, + "13": { + "Dice": 0.6007999617548165, + "FN": 22858, + "FP": 2193, + "IoU": 0.4293881827707166, + "TN": 62526258, + "TP": 18851, + "n_pred": 21044, + "n_ref": 41709 + }, + "14": { + "Dice": 0.932602897501013, + "FN": 40264, + "FP": 5145, + "IoU": 0.8737169094028884, + "TN": 62210579, + "TP": 314172, + "n_pred": 319317, + "n_ref": 354436 + }, + "15": { + "Dice": 0.24790918101846116, + "FN": 75332, + "FP": 21790, + "IoU": 0.14149333946203008, + "TN": 62457031, + "TP": 16007, + "n_pred": 37797, + "n_ref": 91339 + }, + "2": { + "Dice": 0.8785442674263636, + "FN": 23305, + "FP": 16429, + "IoU": 0.7833962963568668, + "TN": 62386719, + "TP": 143707, + "n_pred": 160136, + "n_ref": 167012 + }, + "3": { + "Dice": 0.8131797572446422, + "FN": 55792, + "FP": 10546, + "IoU": 0.6851751663392086, + "TN": 62359446, + "TP": 144376, + "n_pred": 154922, + "n_ref": 200168 + }, + "4": { + "Dice": 0.8449439293169572, + "FN": 6075, + "FP": 313, + "IoU": 0.7315176732652461, + "TN": 62546367, + "TP": 17405, + "n_pred": 17718, + "n_ref": 23480 + }, + "5": { + "Dice": 0.6135529642012558, + "FN": 4413, + "FP": 326, + "IoU": 0.44253617221503355, + "TN": 62561659, + "TP": 3762, + "n_pred": 4088, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9287114945866346, + "FN": 58269, + "FP": 156550, + "IoU": 0.8669107246962233, + "TN": 60956063, + "TP": 1399278, + "n_pred": 1555828, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.6876373583431028, + "FN": 77418, + "FP": 22499, + "IoU": 0.5239690132255974, + "TN": 62360264, + "TP": 109979, + "n_pred": 132478, + "n_ref": 187397 + }, + "8": { + "Dice": 0.8867152226213624, + "FN": 2860, + "FP": 14327, + "IoU": 0.7964855359912849, + "TN": 62485709, + "TP": 67264, + "n_pred": 81591, + "n_ref": 70124 + }, + "9": { + "Dice": 0.8159231969801459, + "FN": 4637, + "FP": 15649, + "IoU": 0.6890796229596138, + "TN": 62504915, + "TP": 44959, + "n_pred": 60608, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.14694231846787176, + "FN": 258024, + "FP": 5355, + "IoU": 0.07929721774574132, + "TN": 55095185, + "TP": 22684, + "n_pred": 28039, + "n_ref": 280708 + }, + "10": { + "Dice": 0.572467164905143, + "FN": 44206, + "FP": 4133, + "IoU": 0.40101856211741965, + "TN": 55300546, + "TP": 32363, + "n_pred": 36496, + "n_ref": 76569 + }, + "11": { + "Dice": 0.6290602860580137, + "FN": 1974, + "FP": 801, + "IoU": 0.4588533541341654, + "TN": 55376120, + "TP": 2353, + "n_pred": 3154, + "n_ref": 4327 + }, + "12": { + "Dice": 0.0, + "FN": 4728, + "FP": 0, + "IoU": 0.0, + "TN": 55376520, + "TP": 0, + "n_pred": 0, + "n_ref": 4728 + }, + "13": { + "Dice": 0.3872594979333659, + "FN": 40208, + "FP": 6193, + "IoU": 0.2401251146338268, + "TN": 55320184, + "TP": 14663, + "n_pred": 20856, + "n_ref": 54871 + }, + "14": { + "Dice": 0.9060702518568158, + "FN": 14061, + "FP": 2759, + "IoU": 0.828270968400633, + "TN": 55283303, + "TP": 81125, + "n_pred": 83884, + "n_ref": 95186 + }, + "15": { + "Dice": 0.5556587807425012, + "FN": 49281, + "FP": 12418, + "IoU": 0.3847143412746692, + "TN": 55280971, + "TP": 38578, + "n_pred": 50996, + "n_ref": 87859 + }, + "2": { + "Dice": 0.7023015525912968, + "FN": 15517, + "FP": 136957, + "IoU": 0.5411901000526593, + "TN": 55048923, + "TP": 179851, + "n_pred": 316808, + "n_ref": 195368 + }, + "3": { + "Dice": 0.2668349732232433, + "FN": 155563, + "FP": 96, + "IoU": 0.15395820311438432, + "TN": 55197263, + "TP": 28326, + "n_pred": 28422, + "n_ref": 183889 + }, + "4": { + "Dice": 0.6167859466493169, + "FN": 4091, + "FP": 32, + "IoU": 0.44590780809031044, + "TN": 55373807, + "TP": 3318, + "n_pred": 3350, + "n_ref": 7409 + }, + "5": { + "Dice": 0.7631208743642462, + "FN": 2114, + "FP": 75, + "IoU": 0.6169728783902012, + "TN": 55375533, + "TP": 3526, + "n_pred": 3601, + "n_ref": 5640 + }, + "6": { + "Dice": 0.8898668536454206, + "FN": 93893, + "FP": 253861, + "IoU": 0.8015856985871809, + "TN": 53628582, + "TP": 1404912, + "n_pred": 1658773, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.5142150302145435, + "FN": 111858, + "FP": 7922, + "IoU": 0.34608980483144536, + "TN": 55198073, + "TP": 63395, + "n_pred": 71317, + "n_ref": 175253 + }, + "8": { + "Dice": 0.944789824297561, + "FN": 2448, + "FP": 2765, + "IoU": 0.8953570066443182, + "TN": 55331431, + "TP": 44604, + "n_pred": 47369, + "n_ref": 47052 + }, + "9": { + "Dice": 0.811858913250715, + "FN": 8334, + "FP": 11402, + "IoU": 0.6833017747681248, + "TN": 55318930, + "TP": 42582, + "n_pred": 53984, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6761892368195263, + "FN": 135454, + "FP": 11355, + "IoU": 0.5107899524815558, + "TN": 110846521, + "TP": 153285, + "n_pred": 164640, + "n_ref": 288739 + }, + "10": { + "Dice": 0.6771310286260217, + "FN": 34433, + "FP": 11190, + "IoU": 0.5118655311135838, + "TN": 111053151, + "TP": 47841, + "n_pred": 59031, + "n_ref": 82274 + }, + "11": { + "Dice": 0.7535737704918033, + "FN": 761, + "FP": 1118, + "IoU": 0.6045875420875421, + "TN": 111141863, + "TP": 2873, + "n_pred": 3991, + "n_ref": 3634 + }, + "12": { + "Dice": 0.36616029334730227, + "FN": 2405, + "FP": 15, + "IoU": 0.22411029176017955, + "TN": 111143496, + "TP": 699, + "n_pred": 714, + "n_ref": 3104 + }, + "13": { + "Dice": 0.49390904320057166, + "FN": 40477, + "FP": 4848, + "IoU": 0.32794104563921594, + "TN": 111079173, + "TP": 22117, + "n_pred": 26965, + "n_ref": 62594 + }, + "14": { + "Dice": 0.45749920410494577, + "FN": 28901, + "FP": 68, + "IoU": 0.29659576534576537, + "TN": 111105431, + "TP": 12215, + "n_pred": 12283, + "n_ref": 41116 + }, + "15": { + "Dice": 0.20172140051809143, + "FN": 21743, + "FP": 6916, + "IoU": 0.11217472118959108, + "TN": 111114335, + "TP": 3621, + "n_pred": 10537, + "n_ref": 25364 + }, + "2": { + "Dice": 0.7242114392898382, + "FN": 17278, + "FP": 88290, + "IoU": 0.5676578875160232, + "TN": 110902438, + "TP": 138609, + "n_pred": 226899, + "n_ref": 155887 + }, + "3": { + "Dice": 0.5281991558868996, + "FN": 155893, + "FP": 2508, + "IoU": 0.3588795032966499, + "TN": 110899546, + "TP": 88668, + "n_pred": 91176, + "n_ref": 244561 + }, + "4": { + "Dice": 0.8234753857457752, + "FN": 5389, + "FP": 377, + "IoU": 0.6999219359875097, + "TN": 111127400, + "TP": 13449, + "n_pred": 13826, + "n_ref": 18838 + }, + "5": { + "Dice": 0.8314505196565748, + "FN": 1087, + "FP": 405, + "IoU": 0.711523588553751, + "TN": 111141443, + "TP": 3680, + "n_pred": 4085, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9522174085649021, + "FN": 64319, + "FP": 90225, + "IoU": 0.908792927415119, + "TN": 109452185, + "TP": 1539886, + "n_pred": 1630111, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.3133079763086567, + "FN": 294433, + "FP": 74951, + "IoU": 0.18575292460503778, + "TN": 110692964, + "TP": 84267, + "n_pred": 159218, + "n_ref": 378700 + }, + "8": { + "Dice": 0.878971074309397, + "FN": 3563, + "FP": 17638, + "IoU": 0.7840752849155184, + "TN": 111048428, + "TP": 76986, + "n_pred": 94624, + "n_ref": 80549 + }, + "9": { + "Dice": 0.9170160474194015, + "FN": 5110, + "FP": 4074, + "IoU": 0.8467494326525163, + "TN": 111086687, + "TP": 50744, + "n_pred": 54818, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8821561081916112, + "FN": 42298, + "FP": 421, + "IoU": 0.7891585888298818, + "TN": 96918413, + "TP": 159893, + "n_pred": 160314, + "n_ref": 202191 + }, + "10": { + "Dice": 0.5786851580701899, + "FN": 42981, + "FP": 2770, + "IoU": 0.40714776276062253, + "TN": 97043854, + "TP": 31420, + "n_pred": 34190, + "n_ref": 74401 + }, + "11": { + "Dice": 0.5814620969103494, + "FN": 2190, + "FP": 289, + "IoU": 0.4099024041894787, + "TN": 97116824, + "TP": 1722, + "n_pred": 2011, + "n_ref": 3912 + }, + "12": { + "Dice": 0.05664888725400037, + "FN": 5129, + "FP": 0, + "IoU": 0.02915010410751467, + "TN": 97115742, + "TP": 154, + "n_pred": 154, + "n_ref": 5283 + }, + "13": { + "Dice": 0.7631819011129356, + "FN": 17907, + "FP": 2861, + "IoU": 0.6170526626346069, + "TN": 97066793, + "TP": 33464, + "n_pred": 36325, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9170540777389603, + "FN": 16627, + "FP": 4480, + "IoU": 0.8468142858179654, + "TN": 96983238, + "TP": 116680, + "n_pred": 121160, + "n_ref": 133307 + }, + "15": { + "Dice": 0.4304173180046303, + "FN": 46747, + "FP": 10823, + "IoU": 0.27422404881369605, + "TN": 97041703, + "TP": 21752, + "n_pred": 32575, + "n_ref": 68499 + }, + "2": { + "Dice": 0.7908576063668772, + "FN": 32845, + "FP": 38318, + "IoU": 0.6540649062767364, + "TN": 96915313, + "TP": 134549, + "n_pred": 172867, + "n_ref": 167394 + }, + "3": { + "Dice": 0.6814157813857152, + "FN": 97459, + "FP": 16979, + "IoU": 0.5167783534538453, + "TN": 96884202, + "TP": 122385, + "n_pred": 139364, + "n_ref": 219844 + }, + "4": { + "Dice": 0.8219571028098311, + "FN": 4625, + "FP": 837, + "IoU": 0.6977310459324848, + "TN": 97102955, + "TP": 12608, + "n_pred": 13445, + "n_ref": 17233 + }, + "5": { + "Dice": 0.6329509397119844, + "FN": 5975, + "FP": 1544, + "IoU": 0.46300528495929155, + "TN": 97107023, + "TP": 6483, + "n_pred": 8027, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9142805608064116, + "FN": 61943, + "FP": 224150, + "IoU": 0.8420965194152626, + "TN": 95309203, + "TP": 1525729, + "n_pred": 1749879, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.617934369968388, + "FN": 174979, + "FP": 12718, + "IoU": 0.4471092808770984, + "TN": 96781542, + "TP": 151786, + "n_pred": 164504, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9424689101672693, + "FN": 5224, + "FP": 6360, + "IoU": 0.891197355073825, + "TN": 97014557, + "TP": 94884, + "n_pred": 101244, + "n_ref": 100108 + }, + "9": { + "Dice": 0.8980165597295067, + "FN": 11119, + "FP": 8034, + "IoU": 0.8149093052696682, + "TN": 97017546, + "TP": 84326, + "n_pred": 92360, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7643686563125037, + "FN": 74271, + "FP": 1480, + "IoU": 0.6186057518024731, + "TN": 78857789, + "TP": 122865, + "n_pred": 124345, + "n_ref": 197136 + }, + "10": { + "Dice": 0.37471385503140037, + "FN": 71323, + "FP": 1062, + "IoU": 0.23055254374216042, + "TN": 78962331, + "TP": 21689, + "n_pred": 22751, + "n_ref": 93012 + }, + "11": { + "Dice": 0.6576912059581782, + "FN": 713, + "FP": 1677, + "IoU": 0.4899701237729407, + "TN": 79051719, + "TP": 2296, + "n_pred": 3973, + "n_ref": 3009 + }, + "12": { + "Dice": 0.10109204368174728, + "FN": 2842, + "FP": 39, + "IoU": 0.053236937232993754, + "TN": 79053362, + "TP": 162, + "n_pred": 201, + "n_ref": 3004 + }, + "13": { + "Dice": 0.4413404023926047, + "FN": 45996, + "FP": 3318, + "IoU": 0.2831538092538485, + "TN": 78987612, + "TP": 19479, + "n_pred": 22797, + "n_ref": 65475 + }, + "14": { + "Dice": 0.5983688349010791, + "FN": 15391, + "FP": 14796, + "IoU": 0.42690891141739756, + "TN": 79003731, + "TP": 22487, + "n_pred": 37283, + "n_ref": 37878 + }, + "15": { + "Dice": 0.24657631700636717, + "FN": 31600, + "FP": 10762, + "IoU": 0.14062563395139369, + "TN": 79007111, + "TP": 6932, + "n_pred": 17694, + "n_ref": 38532 + }, + "2": { + "Dice": 0.6361615435681615, + "FN": 8295, + "FP": 111183, + "IoU": 0.4664493368463359, + "TN": 78832475, + "TP": 104452, + "n_pred": 215635, + "n_ref": 112747 + }, + "3": { + "Dice": 0.022223667311537774, + "FN": 120013, + "FP": 275, + "IoU": 0.011236693929554889, + "TN": 78934750, + "TP": 1367, + "n_pred": 1642, + "n_ref": 121380 + }, + "4": { + "Dice": 0.4135415692509118, + "FN": 6271, + "FP": 0, + "IoU": 0.26066965338363596, + "TN": 79047923, + "TP": 2211, + "n_pred": 2211, + "n_ref": 8482 + }, + "5": { + "Dice": 0.5445448227936067, + "FN": 2999, + "FP": 278, + "IoU": 0.3741405653170359, + "TN": 79051169, + "TP": 1959, + "n_pred": 2237, + "n_ref": 4958 + }, + "6": { + "Dice": 0.8788954459553414, + "FN": 192959, + "FP": 117264, + "IoU": 0.7839549333597043, + "TN": 77620487, + "TP": 1125695, + "n_pred": 1242959, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.36400039285080454, + "FN": 368338, + "FP": 779, + "IoU": 0.22249418108668864, + "TN": 78581660, + "TP": 105628, + "n_pred": 106407, + "n_ref": 473966 + }, + "8": { + "Dice": 0.8938798254032133, + "FN": 2652, + "FP": 4204, + "IoU": 0.8081217989980689, + "TN": 79020674, + "TP": 28875, + "n_pred": 33079, + "n_ref": 31527 + }, + "9": { + "Dice": 0.908515717120589, + "FN": 8111, + "FP": 4613, + "IoU": 0.8323672006745363, + "TN": 78980501, + "TP": 63180, + "n_pred": 67793, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7841814868991711, + "FN": 80635, + "FP": 3463, + "IoU": 0.6449823542324513, + "TN": 122475056, + "TP": 152786, + "n_pred": 156249, + "n_ref": 233421 + }, + "10": { + "Dice": 0.7345216064413493, + "FN": 42524, + "FP": 6538, + "IoU": 0.5804299861460311, + "TN": 122595006, + "TP": 67872, + "n_pred": 74410, + "n_ref": 110396 + }, + "11": { + "Dice": 0.6261600928074246, + "FN": 2023, + "FP": 555, + "IoU": 0.45577369643234117, + "TN": 122707203, + "TP": 2159, + "n_pred": 2714, + "n_ref": 4182 + }, + "12": { + "Dice": 0.09317604897715395, + "FN": 5978, + "FP": 95, + "IoU": 0.048864526233359434, + "TN": 122705555, + "TP": 312, + "n_pred": 407, + "n_ref": 6290 + }, + "13": { + "Dice": 0.3799977531175494, + "FN": 38579, + "FP": 11090, + "IoU": 0.23456618893512096, + "TN": 122647050, + "TP": 15221, + "n_pred": 26311, + "n_ref": 53800 + }, + "14": { + "Dice": 0.7100897236728279, + "FN": 29305, + "FP": 34704, + "IoU": 0.550495438872464, + "TN": 122569541, + "TP": 78390, + "n_pred": 113094, + "n_ref": 107695 + }, + "15": { + "Dice": 0.7757826343768458, + "FN": 18254, + "FP": 726, + "IoU": 0.6336968059442246, + "TN": 122660125, + "TP": 32835, + "n_pred": 33561, + "n_ref": 51089 + }, + "2": { + "Dice": 0.3574549184809494, + "FN": 102618, + "FP": 20777, + "IoU": 0.21762259222156, + "TN": 122554222, + "TP": 34323, + "n_pred": 55100, + "n_ref": 136941 + }, + "3": { + "Dice": 0.6912192100624136, + "FN": 15308, + "FP": 101350, + "IoU": 0.5281397888605752, + "TN": 122464710, + "TP": 130572, + "n_pred": 231922, + "n_ref": 145880 + }, + "4": { + "Dice": 0.12234204762828865, + "FN": 61062, + "FP": 2254, + "IoU": 0.06515672754654579, + "TN": 122644211, + "TP": 4413, + "n_pred": 6667, + "n_ref": 65475 + }, + "5": { + "Dice": 0.6703064066852368, + "FN": 8185, + "FP": 692, + "IoU": 0.5041059158706217, + "TN": 122694039, + "TP": 9024, + "n_pred": 9716, + "n_ref": 17209 + }, + "6": { + "Dice": 0.932899529726348, + "FN": 89904, + "FP": 143270, + "IoU": 0.8742377645912864, + "TN": 120857854, + "TP": 1620912, + "n_pred": 1764182, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.5311046026763897, + "FN": 338553, + "FP": 63454, + "IoU": 0.361567340767821, + "TN": 122082262, + "TP": 227671, + "n_pred": 291125, + "n_ref": 566224 + }, + "8": { + "Dice": 0.7725560538116591, + "FN": 11547, + "FP": 61997, + "IoU": 0.6294023089288324, + "TN": 122513493, + "TP": 124903, + "n_pred": 186900, + "n_ref": 136450 + }, + "9": { + "Dice": 0.8040325056546556, + "FN": 10583, + "FP": 20694, + "IoU": 0.6722862531433361, + "TN": 122616500, + "TP": 64163, + "n_pred": 84857, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/loop_001/summary_cross_val.json b/nnActive_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/loop_001/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..838774ee9b7e452ab5d268293a77d2d7c50104e8 --- /dev/null +++ b/nnActive_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/loop_001/summary_cross_val.json @@ -0,0 +1,11448 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.26366805321299547, + "FN": 964.7999999999998, + "FP": 1124.3904761904762, + "IoU": 0.21271927424441595, + "TN": 208675.35238095236, + "TP": 2017.1714285714286, + "n_pred": 3141.5619047619043, + "n_ref": 2981.971428571428 + }, + "mean": { + "1": { + "Dice": 0.2516530532866589, + "FN": 290.7142857142857, + "FP": 13.428571428571429, + "IoU": 0.2021243361449547, + "TN": 212431.35714285713, + "TP": 46.214285714285715, + "n_pred": 59.642857142857146, + "n_ref": 336.92857142857144 + }, + "10": { + "Dice": 0.09536746583015909, + "FN": 261.2142857142857, + "FP": 677.0714285714286, + "IoU": 0.07709201231660931, + "TN": 211357.0, + "TP": 486.42857142857144, + "n_pred": 1163.5, + "n_ref": 747.6428571428571 + }, + "11": { + "Dice": 0.018112156043190525, + "FN": 258.57142857142856, + "FP": 63.642857142857146, + "IoU": 0.009308986752595776, + "TN": 212452.07142857142, + "TP": 7.428571428571429, + "n_pred": 71.07142857142857, + "n_ref": 266.0 + }, + "12": { + "Dice": 0.04246015432667546, + "FN": 296.0, + "FP": 0.0, + "IoU": 0.021776169880269296, + "TN": 212481.64285714287, + "TP": 4.071428571428571, + "n_pred": 4.071428571428571, + "n_ref": 300.07142857142856 + }, + "13": { + "Dice": 0.27000689778514486, + "FN": 1052.9285714285713, + "FP": 473.42857142857144, + "IoU": 0.19878750331843803, + "TN": 210859.64285714287, + "TP": 395.7142857142857, + "n_pred": 869.1428571428571, + "n_ref": 1448.642857142857 + }, + "14": { + "Dice": 0.2281176498823981, + "FN": 33.857142857142854, + "FP": 7085.0, + "IoU": 0.2097576854324366, + "TN": 202947.2142857143, + "TP": 2715.6428571428573, + "n_pred": 9800.642857142857, + "n_ref": 2749.5 + }, + "15": { + "Dice": 0.30647277498359937, + "FN": 151.14285714285714, + "FP": 1157.4285714285713, + "IoU": 0.2209522308056125, + "TN": 210472.07142857142, + "TP": 1001.0714285714286, + "n_pred": 2158.5, + "n_ref": 1152.2142857142858 + }, + "2": { + "Dice": 0.11684107979007574, + "FN": 487.92857142857144, + "FP": 96.5, + "IoU": 0.07083523853071179, + "TN": 212064.5, + "TP": 132.78571428571428, + "n_pred": 229.28571428571428, + "n_ref": 620.7142857142857 + }, + "3": { + "Dice": 0.30350461034635184, + "FN": 245.64285714285714, + "FP": 528.5, + "IoU": 0.27857591862392134, + "TN": 210266.57142857142, + "TP": 1741.0, + "n_pred": 2269.5, + "n_ref": 1986.642857142857 + }, + "4": { + "Dice": 0.0, + "FN": 0.0, + "FP": 600.6428571428571, + "IoU": 0.0, + "TN": 212181.07142857142, + "TP": 0.0, + "n_pred": 600.6428571428571, + "n_ref": 0.0 + }, + "5": { + "Dice": 0.3112463953860942, + "FN": 197.0, + "FP": 224.35714285714286, + "IoU": 0.22594901377000373, + "TN": 212013.42857142858, + "TP": 346.92857142857144, + "n_pred": 571.2857142857143, + "n_ref": 543.9285714285714 + }, + "6": { + "Dice": 0.4963218158142656, + "FN": 6243.714285714285, + "FP": 3175.1428571428573, + "IoU": 0.4021032073624679, + "TN": 187216.7142857143, + "TP": 16146.142857142857, + "n_pred": 19321.285714285714, + "n_ref": 22389.85714285714 + }, + "7": { + "Dice": 0.2701134784037714, + "FN": 3823.5, + "FP": 2174.0, + "IoU": 0.17811282124030603, + "TN": 204492.0, + "TP": 2292.214285714286, + "n_pred": 4466.214285714285, + "n_ref": 6115.714285714285 + }, + "8": { + "Dice": 0.726430587023389, + "FN": 408.64285714285717, + "FP": 320.07142857142856, + "IoU": 0.6676563700929163, + "TN": 208284.07142857142, + "TP": 3768.9285714285716, + "n_pred": 4089.0, + "n_ref": 4177.571428571428 + }, + "9": { + "Dice": 0.5183726792931573, + "FN": 721.1428571428571, + "FP": 276.64285714285717, + "IoU": 0.42775761939499546, + "TN": 210610.92857142858, + "TP": 1173.0, + "n_pred": 1449.642857142857, + "n_ref": 1894.142857142857 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9124705995295924, + "FN": 474, + "FP": 6820, + "IoU": 0.8390307417297465, + "TN": 305151, + "TP": 38019, + "n_pred": 44839, + "n_ref": 38493 + }, + "15": { + "Dice": 0.6129455499671987, + "FN": 2116, + "FP": 15584, + "IoU": 0.441904461611225, + "TN": 318749, + "TP": 14015, + "n_pred": 29599, + "n_ref": 16131 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 765, + "IoU": 0.0, + "TN": 349699, + "TP": 0, + "n_pred": 765, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9705149843072206, + "FN": 5360, + "FP": 737, + "IoU": 0.9427189026681698, + "TN": 244024, + "TP": 100343, + "n_pred": 101080, + "n_ref": 105703 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7549591598599766, + "FN": 373, + "FP": 47, + "IoU": 0.6063730084348641, + "TN": 349397, + "TP": 647, + "n_pred": 694, + "n_ref": 1020 + }, + "10": { + "Dice": 0.7629397266412727, + "FN": 1694, + "FP": 2538, + "IoU": 0.6167360985328745, + "TN": 339422, + "TP": 6810, + "n_pred": 9348, + "n_ref": 8504 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 883, + "IoU": 0.0, + "TN": 349581, + "TP": 0, + "n_pred": 883, + "n_ref": 0 + }, + "12": { + "Dice": 0.024542950162784873, + "FN": 3895, + "FP": 0, + "IoU": 0.01242393509127789, + "TN": 346520, + "TP": 49, + "n_pred": 49, + "n_ref": 3944 + }, + "13": { + "Dice": 0.5570024766317808, + "FN": 842, + "FP": 4703, + "IoU": 0.38600376481009857, + "TN": 341433, + "TP": 3486, + "n_pred": 8189, + "n_ref": 4328 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 528, + "IoU": 0.0, + "TN": 349936, + "TP": 0, + "n_pred": 528, + "n_ref": 0 + }, + "3": { + "Dice": 0.9105138310390556, + "FN": 3436, + "FP": 1355, + "IoU": 0.8357277558717641, + "TN": 321299, + "TP": 24374, + "n_pred": 25729, + "n_ref": 27810 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6829268292682927, + "FN": 52, + "FP": 0, + "IoU": 0.5185185185185185, + "TN": 350356, + "TP": 56, + "n_pred": 56, + "n_ref": 108 + }, + "7": { + "Dice": 0.5887096774193549, + "FN": 101, + "FP": 1, + "IoU": 0.41714285714285715, + "TN": 350289, + "TP": 73, + "n_pred": 74, + "n_ref": 174 + }, + "8": { + "Dice": 0.9202131073881508, + "FN": 1152, + "FP": 91, + "IoU": 0.8522173344429913, + "TN": 342053, + "TP": 7168, + "n_pred": 7259, + "n_ref": 8320 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 175217, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 175221, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8321742832812944, + "FN": 2291, + "FP": 2439, + "IoU": 0.7125843106276964, + "TN": 158775, + "TP": 11727, + "n_pred": 14166, + "n_ref": 14018 + }, + "9": { + "Dice": 0.14486673247778875, + "FN": 6930, + "FP": 0, + "IoU": 0.07808966342955967, + "TN": 167715, + "TP": 587, + "n_pred": 587, + "n_ref": 7517 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 324, + "IoU": 0.0, + "TN": 174908, + "TP": 0, + "n_pred": 324, + "n_ref": 0 + }, + "11": { + "Dice": 0.054336468129571575, + "FN": 3620, + "FP": 0, + "IoU": 0.027926960257787327, + "TN": 171508, + "TP": 104, + "n_pred": 104, + "n_ref": 3724 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7308319738988581, + "FN": 340, + "FP": 815, + "IoU": 0.5758354755784062, + "TN": 172509, + "TP": 1568, + "n_pred": 2383, + "n_ref": 1908 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 175206, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.3505232393702272, + "FN": 6831, + "FP": 58, + "IoU": 0.21250571559213535, + "TN": 166484, + "TP": 1859, + "n_pred": 1917, + "n_ref": 8690 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 6044, + "IoU": 0.0, + "TN": 169188, + "TP": 0, + "n_pred": 6044, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8679547795654666, + "FN": 28940, + "FP": 1697, + "IoU": 0.766713876705653, + "TN": 43904, + "TP": 100691, + "n_pred": 102388, + "n_ref": 129631 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6340, + "IoU": 0.0, + "TN": 168892, + "TP": 0, + "n_pred": 6340, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 34, + "IoU": 0.0, + "TN": 175198, + "TP": 0, + "n_pred": 34, + "n_ref": 0 + }, + "9": { + "Dice": 0.819755409219191, + "FN": 1085, + "FP": 2747, + "IoU": 0.694564004463574, + "TN": 162686, + "TP": 8714, + "n_pred": 11461, + "n_ref": 9799 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3954, + "IoU": 0.0, + "TN": 171278, + "TP": 0, + "n_pred": 3954, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 92277, + "IoU": 0.0, + "TN": 82955, + "TP": 0, + "n_pred": 92277, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 620, + "IoU": 0.0, + "TN": 174612, + "TP": 0, + "n_pred": 620, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 379, + "IoU": 0.0, + "TN": 174853, + "TP": 0, + "n_pred": 379, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 175211, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 3697, + "FP": 0, + "IoU": 0.0, + "TN": 171535, + "TP": 0, + "n_pred": 0, + "n_ref": 3697 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 82, + "IoU": 0.0, + "TN": 175150, + "TP": 0, + "n_pred": 82, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 175216, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 175224, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "6": { + "Dice": 0.4020915750458624, + "FN": 44120, + "FP": 3791, + "IoU": 0.25163618187782133, + "TN": 111211, + "TP": 16110, + "n_pred": 19901, + "n_ref": 60230 + }, + "7": { + "Dice": 0.47485415959810434, + "FN": 34109, + "FP": 13872, + "IoU": 0.3113500014352556, + "TN": 105558, + "TP": 21693, + "n_pred": 35565, + "n_ref": 55802 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 1963, + "FP": 65, + "IoU": 0.0, + "TN": 173204, + "TP": 0, + "n_pred": 65, + "n_ref": 1963 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.06220003839508543, + "FN": 13559, + "FP": 1096, + "IoU": 0.032098276203685355, + "TN": 160091, + "TP": 486, + "n_pred": 1582, + "n_ref": 14045 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 3, + "FP": 0, + "IoU": 0.0, + "TN": 175229, + "TP": 0, + "n_pred": 0, + "n_ref": 3 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9302341480088874, + "FN": 2023, + "FP": 18, + "IoU": 0.8695679959100204, + "TN": 159584, + "TP": 13607, + "n_pred": 13625, + "n_ref": 15630 + }, + "9": { + "Dice": 0.9034582132564841, + "FN": 348, + "FP": 1126, + "IoU": 0.823915900131406, + "TN": 166861, + "TP": 6897, + "n_pred": 8023, + "n_ref": 7245 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2104, + "IoU": 0.0, + "TN": 348360, + "TP": 0, + "n_pred": 2104, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 350456, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "12": { + "Dice": 0.06037735849056604, + "FN": 249, + "FP": 0, + "IoU": 0.0311284046692607, + "TN": 350207, + "TP": 8, + "n_pred": 8, + "n_ref": 257 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 350461, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 67, + "IoU": 0.0, + "TN": 350397, + "TP": 0, + "n_pred": 67, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 8393, + "IoU": 0.0, + "TN": 342071, + "TP": 0, + "n_pred": 8393, + "n_ref": 0 + }, + "5": { + "Dice": 0.6224927907721884, + "FN": 2750, + "FP": 3141, + "IoU": 0.45189802754000746, + "TN": 339716, + "TP": 4857, + "n_pred": 7998, + "n_ref": 7607 + }, + "6": { + "Dice": 0.13360847603794504, + "FN": 7549, + "FP": 20581, + "IoU": 0.07158652100729397, + "TN": 320165, + "TP": 2169, + "n_pred": 22750, + "n_ref": 9718 + }, + "7": { + "Dice": 0.42332460841746644, + "FN": 17631, + "FP": 10129, + "IoU": 0.2684919233708398, + "TN": 312515, + "TP": 10189, + "n_pred": 20318, + "n_ref": 27820 + }, + "8": { + "Dice": 0.949531396438613, + "FN": 255, + "FP": 1899, + "IoU": 0.9039122094838739, + "TN": 328047, + "TP": 20263, + "n_pred": 22162, + "n_ref": 20518 + }, + "9": { + "Dice": 0.20541036221916553, + "FN": 1733, + "FP": 0, + "IoU": 0.114460909555442, + "TN": 348507, + "TP": 224, + "n_pred": 224, + "n_ref": 1957 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 141, + "IoU": 0.0, + "TN": 175091, + "TP": 0, + "n_pred": 141, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 397, + "IoU": 0.0, + "TN": 174835, + "TP": 0, + "n_pred": 397, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.41715606647507186, + "FN": 1391, + "FP": 17267, + "IoU": 0.2635484507598184, + "TN": 149897, + "TP": 6677, + "n_pred": 23944, + "n_ref": 8068 + }, + "7": { + "Dice": 0.1337924249877029, + "FN": 1688, + "FP": 73, + "IoU": 0.0716921454928835, + "TN": 173335, + "TP": 136, + "n_pred": 209, + "n_ref": 1824 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0398.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.16505582634285906, + "FN": 1860.2051282051282, + "FP": 811.3794871794871, + "IoU": 0.13684285391554196, + "TN": 198130.15384615387, + "TP": 1389.0307692307695, + "n_pred": 2200.4102564102564, + "n_ref": 3249.235897435897 + }, + "mean": { + "1": { + "Dice": 0.3227934844570583, + "FN": 312.2307692307692, + "FP": 37.76923076923077, + "IoU": 0.3128997366440933, + "TN": 199793.53846153847, + "TP": 2047.2307692307693, + "n_pred": 2085.0, + "n_ref": 2359.4615384615386 + }, + "10": { + "Dice": 0.21330574078332185, + "FN": 128.0, + "FP": 179.92307692307693, + "IoU": 0.1860045448469456, + "TN": 201454.6923076923, + "TP": 428.15384615384613, + "n_pred": 608.0769230769231, + "n_ref": 556.1538461538462 + }, + "11": { + "Dice": 0.0, + "FN": 0.0, + "FP": 0.3076923076923077, + "IoU": 0.0, + "TN": 202190.46153846153, + "TP": 0.0, + "n_pred": 0.3076923076923077, + "n_ref": 0.0 + }, + "12": { + "Dice": 0.0, + "FN": 14.23076923076923, + "FP": 1.0769230769230769, + "IoU": 0.0, + "TN": 202175.46153846153, + "TP": 0.0, + "n_pred": 1.0769230769230769, + "n_ref": 14.23076923076923 + }, + "13": { + "Dice": 0.37142473051267766, + "FN": 1056.5384615384614, + "FP": 66.61538461538461, + "IoU": 0.28236545972729904, + "TN": 200654.23076923078, + "TP": 413.38461538461536, + "n_pred": 480.0, + "n_ref": 1469.923076923077 + }, + "14": { + "Dice": 0.3348350458886831, + "FN": 17502.23076923077, + "FP": 232.07692307692307, + "IoU": 0.27393257392129305, + "TN": 180499.3076923077, + "TP": 3957.153846153846, + "n_pred": 4189.2307692307695, + "n_ref": 21459.384615384617 + }, + "15": { + "Dice": 0.07832526378824523, + "FN": 1141.923076923077, + "FP": 368.0769230769231, + "IoU": 0.043255352623298444, + "TN": 200610.07692307694, + "TP": 70.6923076923077, + "n_pred": 438.7692307692308, + "n_ref": 1212.6153846153845 + }, + "2": { + "Dice": 0.215578459647298, + "FN": 999.6923076923077, + "FP": 2607.769230769231, + "IoU": 0.18948851358090363, + "TN": 195075.84615384616, + "TP": 3507.4615384615386, + "n_pred": 6115.2307692307695, + "n_ref": 4507.153846153846 + }, + "3": { + "Dice": 0.18912371219262125, + "FN": 2591.3846153846152, + "FP": 462.38461538461536, + "IoU": 0.1320116584422705, + "TN": 197377.53846153847, + "TP": 1759.4615384615386, + "n_pred": 2221.846153846154, + "n_ref": 4350.846153846154 + }, + "4": { + "Dice": 0.020951114067176587, + "FN": 1358.7692307692307, + "FP": 0.0, + "IoU": 0.01058645605780541, + "TN": 200817.46153846153, + "TP": 14.538461538461538, + "n_pred": 14.538461538461538, + "n_ref": 1373.3076923076924 + }, + "5": { + "Dice": 0.0, + "FN": 20.153846153846153, + "FP": 0.0, + "IoU": 0.0, + "TN": 202170.61538461538, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 20.153846153846153 + }, + "6": { + "Dice": 0.2362442188964133, + "FN": 1401.3076923076924, + "FP": 7584.461538461538, + "IoU": 0.20584969123174707, + "TN": 185589.15384615384, + "TP": 7615.846153846154, + "n_pred": 15200.307692307691, + "n_ref": 9017.153846153846 + }, + "7": { + "Dice": 0.0, + "FN": 233.15384615384616, + "FP": 279.0, + "IoU": 0.0, + "TN": 201678.61538461538, + "TP": 0.0, + "n_pred": 279.0, + "n_ref": 233.15384615384616 + }, + "8": { + "Dice": 0.0, + "FN": 0.0, + "FP": 305.46153846153845, + "IoU": 0.0, + "TN": 201885.3076923077, + "TP": 0.0, + "n_pred": 305.46153846153845, + "n_ref": 0.0 + }, + "9": { + "Dice": 0.4932556249093905, + "FN": 1143.4615384615386, + "FP": 45.76923076923077, + "IoU": 0.41624882165747323, + "TN": 199980.0, + "TP": 1021.5384615384615, + "n_pred": 1067.3076923076924, + "n_ref": 2165.0 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.968380453371175, + "FN": 1350, + "FP": 388, + "IoU": 0.93869920993228, + "TN": 146880, + "TP": 26614, + "n_pred": 27002, + "n_ref": 27964 + }, + "10": { + "Dice": 0.8532229631332874, + "FN": 1583, + "FP": 332, + "IoU": 0.7440181793877824, + "TN": 167751, + "TP": 5566, + "n_pred": 5898, + "n_ref": 7149 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 185, + "FP": 14, + "IoU": 0.0, + "TN": 175033, + "TP": 0, + "n_pred": 14, + "n_ref": 185 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 31999, + "IoU": 0.0, + "TN": 143233, + "TP": 0, + "n_pred": 31999, + "n_ref": 0 + }, + "3": { + "Dice": 0.5673711365778638, + "FN": 33688, + "FP": 1194, + "IoU": 0.39603497532681153, + "TN": 117477, + "TP": 22873, + "n_pred": 24067, + "n_ref": 56561 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 175231, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.2326266195524146, + "FN": 53, + "FP": 2553, + "IoU": 0.1316227924025325, + "TN": 172231, + "TP": 395, + "n_pred": 2948, + "n_ref": 448 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 555, + "IoU": 0.0, + "TN": 174677, + "TP": 0, + "n_pred": 555, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 2709, + "FP": 0, + "IoU": 0.0, + "TN": 347755, + "TP": 0, + "n_pred": 0, + "n_ref": 2709 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 428, + "IoU": 0.0, + "TN": 350036, + "TP": 0, + "n_pred": 428, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 103, + "IoU": 0.0, + "TN": 175129, + "TP": 0, + "n_pred": 103, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1712, + "IoU": 0.0, + "TN": 173520, + "TP": 0, + "n_pred": 1712, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 215, + "IoU": 0.0, + "TN": 175017, + "TP": 0, + "n_pred": 215, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 262, + "FP": 0, + "IoU": 0.0, + "TN": 174970, + "TP": 0, + "n_pred": 0, + "n_ref": 262 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 12399, + "IoU": 0.0, + "TN": 162833, + "TP": 0, + "n_pred": 12399, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1555, + "IoU": 0.0, + "TN": 173677, + "TP": 0, + "n_pred": 1555, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 3971, + "IoU": 0.0, + "TN": 171261, + "TP": 0, + "n_pred": 3971, + "n_ref": 0 + }, + "9": { + "Dice": 0.11578709628848904, + "FN": 11745, + "FP": 0, + "IoU": 0.06145117468435352, + "TN": 162718, + "TP": 769, + "n_pred": 769, + "n_ref": 12514 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 66904, + "FP": 13, + "IoU": 0.0, + "TN": 108315, + "TP": 0, + "n_pred": 13, + "n_ref": 66904 + }, + "15": { + "Dice": 0.08749460354007771, + "FN": 14831, + "FP": 4192, + "IoU": 0.04574868322046652, + "TN": 155297, + "TP": 912, + "n_pred": 5104, + "n_ref": 15743 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9282732551024571, + "FN": 4829, + "FP": 446, + "IoU": 0.8661473267527722, + "TN": 135823, + "TP": 34134, + "n_pred": 34580, + "n_ref": 38963 + }, + "15": { + "Dice": 0.22580645161290322, + "FN": 14, + "FP": 34, + "IoU": 0.12727272727272726, + "TN": 175177, + "TP": 7, + "n_pred": 41, + "n_ref": 21 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 32, + "IoU": 0.0, + "TN": 175200, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 350460, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 58, + "IoU": 0.0, + "TN": 350406, + "TP": 0, + "n_pred": 58, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.714947956719053, + "FN": 14258, + "FP": 38378, + "IoU": 0.556357200050571, + "TN": 231819, + "TP": 66009, + "n_pred": 104387, + "n_ref": 80267 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 42, + "IoU": 0.0, + "TN": 350422, + "TP": 0, + "n_pred": 42, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.17844030889986073, + "FN": 155743, + "FP": 5, + "IoU": 0.0979601765298676, + "TN": 2570, + "TP": 16914, + "n_pred": 16919, + "n_ref": 172657 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 47014, + "IoU": 0.0, + "TN": 128218, + "TP": 0, + "n_pred": 47014, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1941, + "IoU": 0.0, + "TN": 173291, + "TP": 0, + "n_pred": 1941, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 81, + "FP": 107, + "IoU": 0.0, + "TN": 175044, + "TP": 0, + "n_pred": 107, + "n_ref": 81 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.036309189593861126, + "FN": 10228, + "FP": 70, + "IoU": 0.018490278307281737, + "TN": 164740, + "TP": 194, + "n_pred": 264, + "n_ref": 10422 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 279, + "IoU": 0.0, + "TN": 174953, + "TP": 0, + "n_pred": 279, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.020951114067176587, + "FN": 17664, + "FP": 0, + "IoU": 0.01058645605780541, + "TN": 157379, + "TP": 189, + "n_pred": 189, + "n_ref": 17853 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.93876157555584, + "FN": 3959, + "FP": 346, + "IoU": 0.8845906385716583, + "TN": 137930, + "TP": 32997, + "n_pred": 33343, + "n_ref": 36956 + }, + "7": { + "Dice": 0.0, + "FN": 3031, + "FP": 23, + "IoU": 0.0, + "TN": 172178, + "TP": 0, + "n_pred": 23, + "n_ref": 3031 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 188, + "IoU": 0.0, + "TN": 175044, + "TP": 0, + "n_pred": 188, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 175228, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7065402714314942, + "FN": 3507, + "FP": 796, + "IoU": 0.5462406411473163, + "TN": 165749, + "TP": 5180, + "n_pred": 5976, + "n_ref": 8687 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.862313838589192, + "FN": 12996, + "FP": 1565, + "IoU": 0.7579540543236145, + "TN": 115074, + "TP": 45597, + "n_pred": 47162, + "n_ref": 58593 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4602, + "IoU": 0.0, + "TN": 170630, + "TP": 0, + "n_pred": 4602, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 32, + "IoU": 0.0, + "TN": 175200, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 34, + "IoU": 0.0, + "TN": 175198, + "TP": 0, + "n_pred": 34, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.870724153530292, + "FN": 3120, + "FP": 595, + "IoU": 0.7710464686305929, + "TN": 159006, + "TP": 12511, + "n_pred": 13106, + "n_ref": 15631 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0390.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.35253746754776066, + "FN": 840.6205128205129, + "FP": 699.3794871794872, + "IoU": 0.2843849798153368, + "TN": 225302.40512820517, + "TP": 2307.133333333333, + "n_pred": 3006.5128205128203, + "n_ref": 3147.753846153847 + }, + "mean": { + "1": { + "Dice": 0.17213930348258705, + "FN": 83.61538461538461, + "FP": 486.0769230769231, + "IoU": 0.15109170305676856, + "TN": 228566.53846153847, + "TP": 13.307692307692308, + "n_pred": 499.38461538461536, + "n_ref": 96.92307692307692 + }, + "10": { + "Dice": 0.12595196718142776, + "FN": 1865.6923076923076, + "FP": 532.8461538461538, + "IoU": 0.07703739213899881, + "TN": 226365.38461538462, + "TP": 385.61538461538464, + "n_pred": 918.4615384615385, + "n_ref": 2251.3076923076924 + }, + "11": { + "Dice": 0.5382258944680451, + "FN": 148.46153846153845, + "FP": 32.07692307692308, + "IoU": 0.36966177370030584, + "TN": 228856.61538461538, + "TP": 112.38461538461539, + "n_pred": 144.46153846153845, + "n_ref": 260.84615384615387 + }, + "12": { + "Dice": 0.0, + "FN": 8.923076923076923, + "FP": 0.0, + "IoU": 0.0, + "TN": 229140.61538461538, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 8.923076923076923 + }, + "13": { + "Dice": 0.15704285672091445, + "FN": 446.0, + "FP": 694.5384615384615, + "IoU": 0.11447702708521725, + "TN": 227191.0, + "TP": 818.0, + "n_pred": 1512.5384615384614, + "n_ref": 1264.0 + }, + "14": { + "Dice": 0.6933431004486769, + "FN": 252.76923076923077, + "FP": 4.846153846153846, + "IoU": 0.5306236860546601, + "TN": 228600.6923076923, + "TP": 291.2307692307692, + "n_pred": 296.0769230769231, + "n_ref": 544.0 + }, + "15": { + "Dice": 0.0, + "FN": 0.0, + "FP": 1704.4615384615386, + "IoU": 0.0, + "TN": 227445.07692307694, + "TP": 0.0, + "n_pred": 1704.4615384615386, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.44152684245281315, + "FN": 446.15384615384613, + "FP": 585.4615384615385, + "IoU": 0.39530083936154553, + "TN": 226366.53846153847, + "TP": 1751.3846153846155, + "n_pred": 2336.846153846154, + "n_ref": 2197.5384615384614 + }, + "3": { + "Dice": 0.48048148538425484, + "FN": 295.0, + "FP": 193.30769230769232, + "IoU": 0.46246358076905314, + "TN": 223502.23076923078, + "TP": 5159.0, + "n_pred": 5352.307692307692, + "n_ref": 5454.0 + }, + "4": { + "Dice": 0.0, + "FN": 73.53846153846153, + "FP": 0.0, + "IoU": 0.0, + "TN": 229076.0, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 73.53846153846153 + }, + "5": { + "Dice": 0.3902156440907971, + "FN": 723.0769230769231, + "FP": 20.846153846153847, + "IoU": 0.2843656049546214, + "TN": 227998.53846153847, + "TP": 407.0769230769231, + "n_pred": 427.9230769230769, + "n_ref": 1130.1538461538462 + }, + "6": { + "Dice": 0.6002826055786029, + "FN": 3158.846153846154, + "FP": 2812.3846153846152, + "IoU": 0.5143532162977169, + "TN": 206888.92307692306, + "TP": 16289.384615384615, + "n_pred": 19101.76923076923, + "n_ref": 19448.23076923077 + }, + "7": { + "Dice": 0.29622533470323414, + "FN": 1847.076923076923, + "FP": 1674.6153846153845, + "IoU": 0.20993947752081402, + "TN": 223992.38461538462, + "TP": 1635.4615384615386, + "n_pred": 3310.076923076923, + "n_ref": 3482.5384615384614 + }, + "8": { + "Dice": 0.7727504493582791, + "FN": 1313.6923076923076, + "FP": 793.4615384615385, + "IoU": 0.6727686407881209, + "TN": 222674.15384615384, + "TP": 4368.2307692307695, + "n_pred": 5161.692307692308, + "n_ref": 5681.923076923077 + }, + "9": { + "Dice": 0.6198765293467774, + "FN": 1946.4615384615386, + "FP": 955.7692307692307, + "IoU": 0.48369175550222965, + "TN": 222871.38461538462, + "TP": 3375.923076923077, + "n_pred": 4331.692307692308, + "n_ref": 5322.384615384615 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9352055607949981, + "FN": 10996, + "FP": 134, + "IoU": 0.878296811442068, + "TN": 83780, + "TP": 80322, + "n_pred": 80456, + "n_ref": 91318 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.43173032317921756, + "FN": 7138, + "FP": 212, + "IoU": 0.2752908696509564, + "TN": 340322, + "TP": 2792, + "n_pred": 3004, + "n_ref": 9930 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6281714268836578, + "FN": 5798, + "FP": 6791, + "IoU": 0.457908108340869, + "TN": 327241, + "TP": 10634, + "n_pred": 17425, + "n_ref": 16432 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 307, + "IoU": 0.0, + "TN": 350157, + "TP": 0, + "n_pred": 307, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.44343787186672295, + "FN": 5122, + "FP": 9377, + "IoU": 0.2848828606658446, + "TN": 330189, + "TP": 5776, + "n_pred": 15153, + "n_ref": 10898 + }, + "9": { + "Dice": 0.4241138172172655, + "FN": 10199, + "FP": 1742, + "IoU": 0.2691271881503244, + "TN": 334126, + "TP": 4397, + "n_pred": 6139, + "n_ref": 14596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8606965174129353, + "FN": 56, + "FP": 0, + "IoU": 0.7554585152838428, + "TN": 350235, + "TP": 173, + "n_pred": 173, + "n_ref": 229 + }, + "10": { + "Dice": 0.1980295127279212, + "FN": 16972, + "FP": 1017, + "IoU": 0.10989609104403761, + "TN": 330254, + "TP": 2221, + "n_pred": 3238, + "n_ref": 19193 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 116, + "FP": 0, + "IoU": 0.0, + "TN": 350348, + "TP": 0, + "n_pred": 0, + "n_ref": 116 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 7168, + "IoU": 0.0, + "TN": 343296, + "TP": 0, + "n_pred": 7168, + "n_ref": 0 + }, + "3": { + "Dice": 0.9671361502347418, + "FN": 783, + "FP": 232, + "IoU": 0.9363636363636364, + "TN": 334514, + "TP": 14935, + "n_pred": 15167, + "n_ref": 15718 + }, + "4": { + "Dice": 0.0, + "FN": 956, + "FP": 0, + "IoU": 0.0, + "TN": 349508, + "TP": 0, + "n_pred": 0, + "n_ref": 956 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 16628, + "IoU": 0.0, + "TN": 333836, + "TP": 0, + "n_pred": 16628, + "n_ref": 0 + }, + "7": { + "Dice": 0.49338569379850156, + "FN": 21085, + "FP": 16714, + "IoU": 0.3274797615870474, + "TN": 294259, + "TP": 18406, + "n_pred": 35120, + "n_ref": 39491 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 1031, + "FP": 0, + "IoU": 0.0, + "TN": 174201, + "TP": 0, + "n_pred": 0, + "n_ref": 1031 + }, + "10": { + "Dice": 0.0, + "FN": 144, + "FP": 4291, + "IoU": 0.0, + "TN": 170797, + "TP": 0, + "n_pred": 4291, + "n_ref": 144 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 73, + "IoU": 0.0, + "TN": 175159, + "TP": 0, + "n_pred": 73, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.09923940601231437, + "FN": 4951, + "FP": 23, + "IoU": 0.052210365853658534, + "TN": 169984, + "TP": 274, + "n_pred": 297, + "n_ref": 5225 + }, + "6": { + "Dice": 0.7168371091647502, + "FN": 6673, + "FP": 10688, + "IoU": 0.5586485661989018, + "TN": 135896, + "TP": 21975, + "n_pred": 32663, + "n_ref": 28648 + }, + "7": { + "Dice": 0.6486801242236024, + "FN": 1341, + "FP": 469, + "IoU": 0.48003447285262857, + "TN": 171751, + "TP": 1671, + "n_pred": 2140, + "n_ref": 3012 + }, + "8": { + "Dice": 0.7578384891426775, + "FN": 8769, + "FP": 476, + "IoU": 0.6100965796465775, + "TN": 151521, + "TP": 14466, + "n_pred": 14942, + "n_ref": 23235 + }, + "9": { + "Dice": 0.7707296770654004, + "FN": 2463, + "FP": 9656, + "IoU": 0.6269814398719566, + "TN": 142743, + "TP": 20370, + "n_pred": 30026, + "n_ref": 22833 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1382, + "IoU": 0.0, + "TN": 349082, + "TP": 0, + "n_pred": 1382, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 128, + "IoU": 0.0, + "TN": 350336, + "TP": 0, + "n_pred": 128, + "n_ref": 0 + }, + "14": { + "Dice": 0.6933431004486769, + "FN": 3286, + "FP": 63, + "IoU": 0.5306236860546601, + "TN": 343329, + "TP": 3786, + "n_pred": 3849, + "n_ref": 7072 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 18822, + "IoU": 0.0, + "TN": 331642, + "TP": 0, + "n_pred": 18822, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6811918821692798, + "FN": 4449, + "FP": 248, + "IoU": 0.5165208440555842, + "TN": 340749, + "TP": 5018, + "n_pred": 5266, + "n_ref": 9467 + }, + "6": { + "Dice": 0.6987254564243885, + "FN": 9297, + "FP": 3822, + "IoU": 0.5369546802202456, + "TN": 322132, + "TP": 15213, + "n_pred": 19035, + "n_ref": 24510 + }, + "7": { + "Dice": 0.6108959462948619, + "FN": 1506, + "FP": 1, + "IoU": 0.43977695167286246, + "TN": 347774, + "TP": 1183, + "n_pred": 1184, + "n_ref": 2689 + }, + "8": { + "Dice": 0.9836101303343359, + "FN": 561, + "FP": 191, + "IoU": 0.9677488527683664, + "TN": 327147, + "TP": 22565, + "n_pred": 22756, + "n_ref": 23126 + }, + "9": { + "Dice": 0.3033654605782904, + "FN": 3413, + "FP": 996, + "IoU": 0.17880424660085678, + "TN": 345095, + "TP": 960, + "n_pred": 1956, + "n_ref": 4373 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4666, + "IoU": 0.0, + "TN": 170566, + "TP": 0, + "n_pred": 4666, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 175207, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "11": { + "Dice": 0.49047893825735717, + "FN": 673, + "FP": 210, + "IoU": 0.32492354740061163, + "TN": 173924, + "TP": 425, + "n_pred": 635, + "n_ref": 1098 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2037, + "IoU": 0.0, + "TN": 173195, + "TP": 0, + "n_pred": 2037, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8811276675108467, + "FN": 5736, + "FP": 319, + "IoU": 0.7875140370578326, + "TN": 146736, + "TP": 22441, + "n_pred": 22760, + "n_ref": 28177 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 89, + "IoU": 0.0, + "TN": 175143, + "TP": 0, + "n_pred": 89, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8540781029803985, + "FN": 10114, + "FP": 2415, + "IoU": 0.7453196463055188, + "TN": 126037, + "TP": 36666, + "n_pred": 39081, + "n_ref": 46780 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3813, + "IoU": 0.0, + "TN": 171419, + "TP": 0, + "n_pred": 3813, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7398222773300268, + "FN": 6289, + "FP": 6, + "IoU": 0.5870777304034109, + "TN": 159987, + "TP": 8950, + "n_pred": 8956, + "n_ref": 15239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.5859728506787331, + "FN": 1257, + "FP": 207, + "IoU": 0.4144, + "TN": 172732, + "TP": 1036, + "n_pred": 1243, + "n_ref": 2293 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8849797023004059, + "FN": 64, + "FP": 21, + "IoU": 0.7936893203883495, + "TN": 174820, + "TP": 327, + "n_pred": 348, + "n_ref": 391 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6314057952676199, + "FN": 599, + "FP": 2314, + "IoU": 0.461353550295858, + "TN": 169824, + "TP": 2495, + "n_pred": 4809, + "n_ref": 3094 + }, + "7": { + "Dice": 0.024390243902439025, + "FN": 80, + "FP": 0, + "IoU": 0.012345679012345678, + "TN": 175151, + "TP": 1, + "n_pred": 1, + "n_ref": 81 + }, + "8": { + "Dice": 0.9061153060893801, + "FN": 2626, + "FP": 271, + "IoU": 0.8283462700716953, + "TN": 158355, + "TP": 13980, + "n_pred": 14251, + "n_ref": 16606 + }, + "9": { + "Dice": 0.8613514145429039, + "FN": 2940, + "FP": 25, + "IoU": 0.7564681724845996, + "TN": 163057, + "TP": 9210, + "n_pred": 9235, + "n_ref": 12150 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1265, + "IoU": 0.0, + "TN": 349199, + "TP": 0, + "n_pred": 1265, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9660088199966684, + "FN": 3386, + "FP": 491, + "IoU": 0.9342524759191426, + "TN": 291496, + "TP": 55091, + "n_pred": 55582, + "n_ref": 58477 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 3336, + "IoU": 0.0, + "TN": 171896, + "TP": 0, + "n_pred": 3336, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 388, + "IoU": 0.0, + "TN": 174844, + "TP": 0, + "n_pred": 388, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 103, + "IoU": 0.0, + "TN": 175129, + "TP": 0, + "n_pred": 103, + "n_ref": 0 + }, + "3": { + "Dice": 0.9547897913022775, + "FN": 3052, + "FP": 1885, + "IoU": 0.913490686712576, + "TN": 118163, + "TP": 52132, + "n_pred": 54017, + "n_ref": 55184 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 69, + "IoU": 0.0, + "TN": 175163, + "TP": 0, + "n_pred": 69, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 773, + "IoU": 0.0, + "TN": 174459, + "TP": 0, + "n_pred": 773, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0330.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.40836673870475604, + "FN": 1616.2410256410255, + "FP": 902.0666666666667, + "IoU": 0.33691225431890615, + "TN": 209895.7384615384, + "TP": 3256.1076923076926, + "n_pred": 4158.174358974359, + "n_ref": 4872.348717948717 + }, + "mean": { + "1": { + "Dice": 0.34009507430282776, + "FN": 2832.923076923077, + "FP": 36.23076923076923, + "IoU": 0.30661910836434886, + "TN": 212277.53846153847, + "TP": 523.4615384615385, + "n_pred": 559.6923076923077, + "n_ref": 3356.3846153846152 + }, + "10": { + "Dice": 0.2889571037457507, + "FN": 2077.769230769231, + "FP": 479.7692307692308, + "IoU": 0.2003746687753328, + "TN": 212667.6923076923, + "TP": 444.9230769230769, + "n_pred": 924.6923076923077, + "n_ref": 2522.6923076923076 + }, + "11": { + "Dice": 0.3705330102967898, + "FN": 64.23076923076923, + "FP": 93.84615384615384, + "IoU": 0.2943228289631946, + "TN": 215323.84615384616, + "TP": 188.23076923076923, + "n_pred": 282.0769230769231, + "n_ref": 252.46153846153845 + }, + "12": { + "Dice": 0.0, + "FN": 12.307692307692308, + "FP": 2.8461538461538463, + "IoU": 0.0, + "TN": 215655.0, + "TP": 0.0, + "n_pred": 2.8461538461538463, + "n_ref": 12.307692307692308 + }, + "13": { + "Dice": 0.10156468326367663, + "FN": 3194.846153846154, + "FP": 150.0, + "IoU": 0.057863628600225155, + "TN": 212104.84615384616, + "TP": 220.46153846153845, + "n_pred": 370.46153846153845, + "n_ref": 3415.3076923076924 + }, + "14": { + "Dice": 0.544257288738896, + "FN": 2166.923076923077, + "FP": 319.3076923076923, + "IoU": 0.47476464054661155, + "TN": 203189.84615384616, + "TP": 9994.076923076924, + "n_pred": 10313.384615384615, + "n_ref": 12161.0 + }, + "15": { + "Dice": 0.4667441514676619, + "FN": 1150.3076923076924, + "FP": 485.2307692307692, + "IoU": 0.3393364880461313, + "TN": 213160.3076923077, + "TP": 874.3076923076923, + "n_pred": 1359.5384615384614, + "n_ref": 2024.6153846153845 + }, + "2": { + "Dice": 0.27425433753918577, + "FN": 32.46153846153846, + "FP": 863.6153846153846, + "IoU": 0.24143797534389502, + "TN": 214390.6923076923, + "TP": 383.38461538461536, + "n_pred": 1247.0, + "n_ref": 415.84615384615387 + }, + "3": { + "Dice": 0.9063876080415834, + "FN": 71.0, + "FP": 10.384615384615385, + "IoU": 0.8328671240786882, + "TN": 214984.0, + "TP": 604.7692307692307, + "n_pred": 615.1538461538462, + "n_ref": 675.7692307692307 + }, + "4": { + "Dice": 0.2362436181733794, + "FN": 340.7692307692308, + "FP": 1399.3076923076924, + "IoU": 0.15465901417960837, + "TN": 213577.6923076923, + "TP": 352.38461538461536, + "n_pred": 1751.6923076923076, + "n_ref": 693.1538461538462 + }, + "5": { + "Dice": 0.5487059949674249, + "FN": 465.38461538461536, + "FP": 74.92307692307692, + "IoU": 0.3827756782404578, + "TN": 214800.84615384616, + "TP": 329.0, + "n_pred": 403.9230769230769, + "n_ref": 794.3846153846154 + }, + "6": { + "Dice": 0.4846922092935675, + "FN": 4915.076923076923, + "FP": 5725.307692307692, + "IoU": 0.434486197793589, + "TN": 179503.76923076922, + "TP": 25526.0, + "n_pred": 31251.30769230769, + "n_ref": 30441.076923076922 + }, + "7": { + "Dice": 0.2586638057973082, + "FN": 5309.461538461538, + "FP": 1375.0, + "IoU": 0.18972481535019778, + "TN": 206110.15384615384, + "TP": 2875.5384615384614, + "n_pred": 4250.538461538462, + "n_ref": 8185.0 + }, + "8": { + "Dice": 0.6459214940240018, + "FN": 784.4615384615385, + "FP": 266.53846153846155, + "IoU": 0.6264323931321191, + "TN": 210282.92307692306, + "TP": 4336.2307692307695, + "n_pred": 4602.7692307692305, + "n_ref": 5120.692307692308 + }, + "9": { + "Dice": 0.658480700919287, + "FN": 825.6923076923077, + "FP": 2248.6923076923076, + "IoU": 0.5180192533691922, + "TN": 210406.92307692306, + "TP": 2188.846153846154, + "n_pred": 4437.538461538462, + "n_ref": 3014.5384615384614 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9517898878926727, + "FN": 7936, + "FP": 3017, + "IoU": 0.9080144113275049, + "TN": 56159, + "TP": 108120, + "n_pred": 111137, + "n_ref": 116056 + }, + "15": { + "Dice": 0.7143289453775155, + "FN": 6586, + "FP": 966, + "IoU": 0.5556078615982112, + "TN": 158238, + "TP": 9442, + "n_pred": 10408, + "n_ref": 16028 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 20766, + "FP": 102, + "IoU": 0.0, + "TN": 154364, + "TP": 0, + "n_pred": 102, + "n_ref": 20766 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.00916060937966743, + "FN": 19525, + "FP": 377, + "IoU": 0.004601380414124237, + "TN": 155238, + "TP": 92, + "n_pred": 469, + "n_ref": 19617 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6798245614035088, + "FN": 202, + "FP": 236, + "IoU": 0.5149501661129569, + "TN": 174329, + "TP": 465, + "n_pred": 701, + "n_ref": 667 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 16688, + "IoU": 0.0, + "TN": 158544, + "TP": 0, + "n_pred": 16688, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.3968700720602032, + "FN": 4509, + "FP": 25706, + "IoU": 0.24755951788026695, + "TN": 135076, + "TP": 9941, + "n_pred": 35647, + "n_ref": 14450 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 211, + "IoU": 0.0, + "TN": 350253, + "TP": 0, + "n_pred": 211, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9188215043128454, + "FN": 13364, + "FP": 3708, + "IoU": 0.849833314275159, + "TN": 236777, + "TP": 96615, + "n_pred": 100323, + "n_ref": 109979 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 8620, + "IoU": 0.0, + "TN": 341844, + "TP": 0, + "n_pred": 8620, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.2313990744037024, + "FN": 133, + "FP": 2026, + "IoU": 0.13083735909822866, + "TN": 172748, + "TP": 325, + "n_pred": 2351, + "n_ref": 458 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.31488801054018445, + "FN": 195, + "FP": 845, + "IoU": 0.18686473807662235, + "TN": 173953, + "TP": 239, + "n_pred": 1084, + "n_ref": 434 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1372, + "IoU": 0.0, + "TN": 173860, + "TP": 0, + "n_pred": 1372, + "n_ref": 0 + }, + "3": { + "Dice": 0.8548812664907651, + "FN": 370, + "FP": 125, + "IoU": 0.7465437788018433, + "TN": 173279, + "TP": 1458, + "n_pred": 1583, + "n_ref": 1828 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.3614122019200991, + "FN": 375, + "FP": 3749, + "IoU": 0.22056322056322056, + "TN": 169941, + "TP": 1167, + "n_pred": 4916, + "n_ref": 1542 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9328420082911101, + "FN": 469, + "FP": 260, + "IoU": 0.8741367403314917, + "TN": 344672, + "TP": 5063, + "n_pred": 5323, + "n_ref": 5532 + }, + "10": { + "Dice": 0.6173473128528485, + "FN": 2076, + "FP": 3143, + "IoU": 0.4464948562944109, + "TN": 341035, + "TP": 4210, + "n_pred": 7353, + "n_ref": 6286 + }, + "11": { + "Dice": 0.7410660205935796, + "FN": 835, + "FP": 875, + "IoU": 0.5886456579263892, + "TN": 346307, + "TP": 2447, + "n_pred": 3322, + "n_ref": 3282 + }, + "12": { + "Dice": 0.0, + "FN": 160, + "FP": 0, + "IoU": 0.0, + "TN": 350304, + "TP": 0, + "n_pred": 0, + "n_ref": 160 + }, + "13": { + "Dice": 0.08488196885986941, + "FN": 2939, + "FP": 705, + "IoU": 0.04432205612378704, + "TN": 346651, + "TP": 169, + "n_pred": 874, + "n_ref": 3108 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9657014638316059, + "FN": 208, + "FP": 113, + "IoU": 0.9336776859504132, + "TN": 345624, + "TP": 4519, + "n_pred": 4632, + "n_ref": 4727 + }, + "3": { + "Dice": 0.9578939495924015, + "FN": 553, + "FP": 10, + "IoU": 0.9191904693555333, + "TN": 343497, + "TP": 6404, + "n_pred": 6414, + "n_ref": 6957 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6332737030411449, + "FN": 2671, + "FP": 199, + "IoU": 0.46335078534031415, + "TN": 345116, + "TP": 2478, + "n_pred": 2677, + "n_ref": 5149 + }, + "6": { + "Dice": 0.9375117282792269, + "FN": 4370, + "FP": 292, + "IoU": 0.8823737195337337, + "TN": 310830, + "TP": 34972, + "n_pred": 35264, + "n_ref": 39342 + }, + "7": { + "Dice": 0.8654026265947926, + "FN": 5027, + "FP": 1440, + "IoU": 0.7627398466448986, + "TN": 323207, + "TP": 20790, + "n_pred": 22230, + "n_ref": 25817 + }, + "8": { + "Dice": 0.9706840390879479, + "FN": 336, + "FP": 1149, + "IoU": 0.9430379746835443, + "TN": 324394, + "TP": 24585, + "n_pred": 25734, + "n_ref": 24921 + }, + "9": { + "Dice": 0.8236427109666546, + "FN": 1495, + "FP": 2900, + "IoU": 0.7001637331150226, + "TN": 335806, + "TP": 10263, + "n_pred": 13163, + "n_ref": 11758 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 350445, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "14": { + "Dice": 0.6809819783240154, + "FN": 20234, + "FP": 194, + "IoU": 0.5162795103123298, + "TN": 308233, + "TP": 21803, + "n_pred": 21997, + "n_ref": 42037 + }, + "15": { + "Dice": 0.2191593575578084, + "FN": 8368, + "FP": 5342, + "IoU": 0.12306511449405143, + "TN": 334830, + "TP": 1924, + "n_pred": 7266, + "n_ref": 10292 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 285, + "IoU": 0.0, + "TN": 350179, + "TP": 0, + "n_pred": 285, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 293, + "IoU": 0.0, + "TN": 350171, + "TP": 0, + "n_pred": 293, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 8355, + "FP": 1659, + "IoU": 0.0, + "TN": 340450, + "TP": 0, + "n_pred": 1659, + "n_ref": 8355 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.08744321461737319, + "FN": 36359, + "FP": 0, + "IoU": 0.045720584761554814, + "TN": 137131, + "TP": 1742, + "n_pred": 1742, + "n_ref": 38101 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 35416, + "IoU": 0.0, + "TN": 139816, + "TP": 0, + "n_pred": 35416, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5960391314722023, + "FN": 727, + "FP": 966, + "IoU": 0.4245411284840245, + "TN": 172290, + "TP": 1249, + "n_pred": 2215, + "n_ref": 1976 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 345, + "IoU": 0.0, + "TN": 174887, + "TP": 0, + "n_pred": 345, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 175195, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "13": { + "Dice": 0.2004575108023384, + "FN": 18870, + "FP": 4, + "IoU": 0.11139359698681732, + "TN": 153992, + "TP": 2366, + "n_pred": 2370, + "n_ref": 21236 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 940, + "IoU": 0.0, + "TN": 174292, + "TP": 0, + "n_pred": 940, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 12, + "FP": 2453, + "IoU": 0.0, + "TN": 172767, + "TP": 0, + "n_pred": 2453, + "n_ref": 12 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.4724872363467588, + "FN": 4430, + "FP": 5799, + "IoU": 0.30931802835921673, + "TN": 160422, + "TP": 4581, + "n_pred": 10380, + "n_ref": 9011 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9487494193296008, + "FN": 1243, + "FP": 9238, + "IoU": 0.9024959764821895, + "TN": 67739, + "TP": 97012, + "n_pred": 106250, + "n_ref": 98255 + }, + "7": { + "Dice": 0.23117058987533357, + "FN": 16132, + "FP": 3171, + "IoU": 0.1306912857464535, + "TN": 153027, + "TP": 2902, + "n_pred": 6073, + "n_ref": 19034 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.46413828689370484, + "FN": 3379, + "FP": 775, + "IoU": 0.3022005711406014, + "TN": 169279, + "TP": 1799, + "n_pred": 2574, + "n_ref": 5178 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 307, + "IoU": 0.0, + "TN": 174925, + "TP": 0, + "n_pred": 307, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9670804429840575, + "FN": 1507, + "FP": 657, + "IoU": 0.936259204712813, + "TN": 141282, + "TP": 31786, + "n_pred": 32443, + "n_ref": 33293 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 3309, + "FP": 0, + "IoU": 0.0, + "TN": 171923, + "TP": 0, + "n_pred": 0, + "n_ref": 3309 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 6398, + "IoU": 0.0, + "TN": 168834, + "TP": 0, + "n_pred": 6398, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 12392, + "IoU": 0.0, + "TN": 162840, + "TP": 0, + "n_pred": 12392, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.759329846644801, + "FN": 1555, + "FP": 3875, + "IoU": 0.6120320091454702, + "TN": 161236, + "TP": 8566, + "n_pred": 12441, + "n_ref": 10121 + }, + "7": { + "Dice": 0.35266122219093216, + "FN": 45971, + "FP": 3, + "IoU": 0.2140793544968118, + "TN": 116735, + "TP": 12523, + "n_pred": 12526, + "n_ref": 58494 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 4, + "FP": 0, + "IoU": 0.0, + "TN": 175228, + "TP": 0, + "n_pred": 0, + "n_ref": 4 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 655, + "IoU": 0.0, + "TN": 174577, + "TP": 0, + "n_pred": 655, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.797817385075633, + "FN": 43364, + "FP": 4620, + "IoU": 0.6636407607057487, + "TN": 32575, + "TP": 94673, + "n_pred": 99293, + "n_ref": 138037 + }, + "7": { + "Dice": 0.0, + "FN": 1518, + "FP": 599, + "IoU": 0.0, + "TN": 173115, + "TP": 0, + "n_pred": 599, + "n_ref": 1518 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7549293197310033, + "FN": 4730, + "FP": 627, + "IoU": 0.6063345091122869, + "TN": 161624, + "TP": 8251, + "n_pred": 8878, + "n_ref": 12981 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0391.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.3344832292961236, + "FN": 2673.8761904761905, + "FP": 824.6904761904763, + "IoU": 0.2799175050059984, + "TN": 182236.6380952381, + "TP": 2013.3666666666666, + "n_pred": 2838.0571428571434, + "n_ref": 4687.242857142857 + }, + "mean": { + "1": { + "Dice": 0.27016960031955034, + "FN": 9292.42857142857, + "FP": 362.2142857142857, + "IoU": 0.2074567779885128, + "TN": 174608.7142857143, + "TP": 3485.214285714286, + "n_pred": 3847.4285714285716, + "n_ref": 12777.642857142857 + }, + "10": { + "Dice": 0.15039450474095184, + "FN": 2871.6428571428573, + "FP": 37.714285714285715, + "IoU": 0.11328651228066443, + "TN": 184563.07142857142, + "TP": 276.14285714285717, + "n_pred": 313.85714285714283, + "n_ref": 3147.785714285714 + }, + "11": { + "Dice": 0.2019484364066957, + "FN": 123.35714285714286, + "FP": 88.5, + "IoU": 0.14485367925256737, + "TN": 187402.7142857143, + "TP": 134.0, + "n_pred": 222.5, + "n_ref": 257.35714285714283 + }, + "12": { + "Dice": 0.037786774628879895, + "FN": 168.64285714285714, + "FP": 23.357142857142858, + "IoU": 0.019635343618513323, + "TN": 187554.57142857142, + "TP": 2.0, + "n_pred": 25.357142857142858, + "n_ref": 170.64285714285714 + }, + "13": { + "Dice": 0.34567368635086243, + "FN": 1097.142857142857, + "FP": 144.14285714285714, + "IoU": 0.29518995926127367, + "TN": 186039.0, + "TP": 468.2857142857143, + "n_pred": 612.4285714285714, + "n_ref": 1565.4285714285713 + }, + "14": { + "Dice": 0.8645234013573492, + "FN": 218.42857142857142, + "FP": 605.7142857142857, + "IoU": 0.761374917273329, + "TN": 184294.85714285713, + "TP": 2629.5714285714284, + "n_pred": 3235.285714285714, + "n_ref": 2848.0 + }, + "15": { + "Dice": 0.24561913236121957, + "FN": 2853.9285714285716, + "FP": 113.42857142857143, + "IoU": 0.14000331221794393, + "TN": 184298.14285714287, + "TP": 483.07142857142856, + "n_pred": 596.5, + "n_ref": 3337.0 + }, + "2": { + "Dice": 0.3724524014932475, + "FN": 1408.7142857142858, + "FP": 178.85714285714286, + "IoU": 0.3302259723661824, + "TN": 183005.14285714287, + "TP": 3155.8571428571427, + "n_pred": 3334.714285714286, + "n_ref": 4564.571428571428 + }, + "3": { + "Dice": 0.4456915789046705, + "FN": 688.1428571428571, + "FP": 362.14285714285717, + "IoU": 0.4034624054423871, + "TN": 183102.5, + "TP": 3595.785714285714, + "n_pred": 3957.9285714285716, + "n_ref": 4283.928571428572 + }, + "4": { + "Dice": 0.0, + "FN": 0.0, + "FP": 34.714285714285715, + "IoU": 0.0, + "TN": 187713.85714285713, + "TP": 0.0, + "n_pred": 34.714285714285715, + "n_ref": 0.0 + }, + "5": { + "Dice": 0.4580352153944697, + "FN": 85.85714285714286, + "FP": 23.357142857142858, + "IoU": 0.4021631368272341, + "TN": 187308.2857142857, + "TP": 331.07142857142856, + "n_pred": 354.42857142857144, + "n_ref": 416.92857142857144 + }, + "6": { + "Dice": 0.35220149869941497, + "FN": 3041.9285714285716, + "FP": 8520.5, + "IoU": 0.31230489125049266, + "TN": 169516.85714285713, + "TP": 6669.285714285715, + "n_pred": 15189.785714285714, + "n_ref": 9711.214285714286 + }, + "7": { + "Dice": 0.2872455498181709, + "FN": 16471.571428571428, + "FP": 1031.5, + "IoU": 0.19873936030933773, + "TN": 168998.64285714287, + "TP": 1246.857142857143, + "n_pred": 2278.3571428571427, + "n_ref": 17718.428571428572 + }, + "8": { + "Dice": 0.6890233547388213, + "FN": 1523.4285714285713, + "FP": 288.85714285714283, + "IoU": 0.6163142611461243, + "TN": 179803.14285714287, + "TP": 6133.142857142857, + "n_pred": 6422.0, + "n_ref": 7656.571428571428 + }, + "9": { + "Dice": 0.2964833042275501, + "FN": 262.92857142857144, + "FP": 555.3571428571429, + "IoU": 0.25375204585541317, + "TN": 185340.07142857142, + "TP": 1590.2142857142858, + "n_pred": 2145.5714285714284, + "n_ref": 1853.142857142857 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.5652957418979799, + "FN": 28636, + "FP": 1276, + "IoU": 0.3940155183241831, + "TN": 125871, + "TP": 19449, + "n_pred": 20725, + "n_ref": 48085 + }, + "10": { + "Dice": 0.0, + "FN": 4992, + "FP": 20, + "IoU": 0.0, + "TN": 170220, + "TP": 0, + "n_pred": 20, + "n_ref": 4992 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 522, + "IoU": 0.0, + "TN": 174710, + "TP": 0, + "n_pred": 522, + "n_ref": 0 + }, + "12": { + "Dice": 0.07557354925775979, + "FN": 358, + "FP": 327, + "IoU": 0.03927068723702665, + "TN": 174519, + "TP": 28, + "n_pred": 355, + "n_ref": 386 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 125, + "IoU": 0.0, + "TN": 175107, + "TP": 0, + "n_pred": 125, + "n_ref": 0 + }, + "3": { + "Dice": 0.9356043719543128, + "FN": 3476, + "FP": 713, + "IoU": 0.879000577700751, + "TN": 140612, + "TP": 30431, + "n_pred": 31144, + "n_ref": 33907 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.006590621039290241, + "FN": 430, + "FP": 23084, + "IoU": 0.003306205493387589, + "TN": 151640, + "TP": 78, + "n_pred": 23162, + "n_ref": 508 + }, + "7": { + "Dice": 0.44951974386339383, + "FN": 12777, + "FP": 118, + "IoU": 0.2899229074889868, + "TN": 157072, + "TP": 5265, + "n_pred": 5383, + "n_ref": 18042 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3291, + "IoU": 0.0, + "TN": 171941, + "TP": 0, + "n_pred": 3291, + "n_ref": 0 + }, + "10": { + "Dice": 0.005573248407643312, + "FN": 2498, + "FP": 0, + "IoU": 0.0027944111776447107, + "TN": 172727, + "TP": 7, + "n_pred": 7, + "n_ref": 2505 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2003, + "FP": 0, + "IoU": 0.0, + "TN": 173229, + "TP": 0, + "n_pred": 0, + "n_ref": 2003 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 158, + "IoU": 0.0, + "TN": 175074, + "TP": 0, + "n_pred": 158, + "n_ref": 0 + }, + "3": { + "Dice": 0.847161943664369, + "FN": 6158, + "FP": 1026, + "IoU": 0.7348490440687975, + "TN": 148138, + "TP": 19910, + "n_pred": 20936, + "n_ref": 26068 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 34705, + "IoU": 0.0, + "TN": 140527, + "TP": 0, + "n_pred": 34705, + "n_ref": 0 + }, + "7": { + "Dice": 0.1590896319190784, + "FN": 29909, + "FP": 19, + "IoU": 0.08641899935895479, + "TN": 142473, + "TP": 2831, + "n_pred": 2850, + "n_ref": 32740 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 577, + "FP": 0, + "IoU": 0.0, + "TN": 174655, + "TP": 0, + "n_pred": 0, + "n_ref": 577 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.05689082076195347, + "FN": 14544, + "FP": 210, + "IoU": 0.02927824198960458, + "TN": 160033, + "TP": 445, + "n_pred": 655, + "n_ref": 14989 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.7096665543954194, + "FN": 7870, + "FP": 750, + "IoU": 0.5499869485773949, + "TN": 156077, + "TP": 10535, + "n_pred": 11285, + "n_ref": 18405 + }, + "9": { + "Dice": 0.25675675675675674, + "FN": 1070, + "FP": 6520, + "IoU": 0.14728682170542637, + "TN": 166331, + "TP": 1311, + "n_pred": 7831, + "n_ref": 2381 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 33, + "IoU": 0.0, + "TN": 175199, + "TP": 0, + "n_pred": 33, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8802281368821293, + "FN": 982, + "FP": 278, + "IoU": 0.7860780984719864, + "TN": 169342, + "TP": 4630, + "n_pred": 4908, + "n_ref": 5612 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.7184466019417476, + "FN": 58, + "FP": 0, + "IoU": 0.5606060606060606, + "TN": 175100, + "TP": 74, + "n_pred": 74, + "n_ref": 132 + }, + "8": { + "Dice": 0.9799934978868132, + "FN": 1072, + "FP": 528, + "IoU": 0.9607718145487533, + "TN": 134445, + "TP": 39187, + "n_pred": 39715, + "n_ref": 40259 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 175228, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.1459272576407136, + "FN": 30872, + "FP": 7, + "IoU": 0.07870632813199271, + "TN": 141715, + "TP": 2638, + "n_pred": 2645, + "n_ref": 33510 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 78, + "IoU": 0.0, + "TN": 175154, + "TP": 0, + "n_pred": 78, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.31772318303655267, + "FN": 39833, + "FP": 130, + "IoU": 0.18886498335633678, + "TN": 125964, + "TP": 9305, + "n_pred": 9435, + "n_ref": 49138 + }, + "7": { + "Dice": 0.5874017863138808, + "FN": 12264, + "FP": 24, + "IoU": 0.4158307582600428, + "TN": 154197, + "TP": 8747, + "n_pred": 8771, + "n_ref": 21011 + }, + "8": { + "Dice": 0.9260248519335733, + "FN": 5, + "FP": 632, + "IoU": 0.8622404844290658, + "TN": 170608, + "TP": 3987, + "n_pred": 4619, + "n_ref": 3992 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 175229, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1290, + "IoU": 0.0, + "TN": 173942, + "TP": 0, + "n_pred": 1290, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.035842293906810034, + "FN": 220, + "FP": 49, + "IoU": 0.01824817518248175, + "TN": 174958, + "TP": 5, + "n_pred": 54, + "n_ref": 225 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 72, + "IoU": 0.0, + "TN": 175160, + "TP": 0, + "n_pred": 72, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8294318694783002, + "FN": 12381, + "FP": 844, + "IoU": 0.7085720581754077, + "TN": 129852, + "TP": 32155, + "n_pred": 32999, + "n_ref": 44536 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7699169867426588, + "FN": 338, + "FP": 1519, + "IoU": 0.6259065269943593, + "TN": 170268, + "TP": 3107, + "n_pred": 4626, + "n_ref": 3445 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8016514328608646, + "FN": 16093, + "FP": 1875, + "IoU": 0.6689634842846088, + "TN": 120954, + "TP": 36310, + "n_pred": 38185, + "n_ref": 52403 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 486, + "IoU": 0.0, + "TN": 174746, + "TP": 0, + "n_pred": 486, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9749623219407847, + "FN": 235, + "FP": 1825, + "IoU": 0.9511477897932081, + "TN": 133064, + "TP": 40108, + "n_pred": 41933, + "n_ref": 40343 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 14280, + "IoU": 0.0, + "TN": 160952, + "TP": 0, + "n_pred": 14280, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.11162790697674418, + "FN": 764, + "FP": 0, + "IoU": 0.059113300492610835, + "TN": 174420, + "TP": 48, + "n_pred": 48, + "n_ref": 812 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.3438735177865613, + "FN": 180, + "FP": 152, + "IoU": 0.20763723150357996, + "TN": 174813, + "TP": 87, + "n_pred": 239, + "n_ref": 267 + }, + "7": { + "Dice": 0.0004144791378833932, + "FN": 173640, + "FP": 0, + "IoU": 0.0002072825260830512, + "TN": 1556, + "TP": 36, + "n_pred": 36, + "n_ref": 173676 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 668, + "IoU": 0.0, + "TN": 174564, + "TP": 0, + "n_pred": 668, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 271, + "IoU": 0.0, + "TN": 350193, + "TP": 0, + "n_pred": 271, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.09591944886062533, + "FN": 3386, + "FP": 26, + "IoU": 0.05037573058725299, + "TN": 346871, + "TP": 181, + "n_pred": 207, + "n_ref": 3567 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3301, + "IoU": 0.0, + "TN": 347163, + "TP": 0, + "n_pred": 3301, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9269040320679085, + "FN": 572, + "FP": 48, + "IoU": 0.8637662052296199, + "TN": 345913, + "TP": 3931, + "n_pred": 3979, + "n_ref": 4503 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7896331201615617, + "FN": 124, + "FP": 501, + "IoU": 0.6523915461624027, + "TN": 173434, + "TP": 1173, + "n_pred": 1674, + "n_ref": 1297 + }, + "11": { + "Dice": 0.6058453092200872, + "FN": 1727, + "FP": 714, + "IoU": 0.4345610377577021, + "TN": 170915, + "TP": 1876, + "n_pred": 2590, + "n_ref": 3603 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9015606242496998, + "FN": 478, + "FP": 178, + "IoU": 0.8207650273224044, + "TN": 171572, + "TP": 3004, + "n_pred": 3182, + "n_ref": 3482 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9646911257447476, + "FN": 243, + "FP": 320, + "IoU": 0.9317906469590501, + "TN": 166978, + "TP": 7691, + "n_pred": 8011, + "n_ref": 7934 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 175202, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9519613111230522, + "FN": 1337, + "FP": 2686, + "IoU": 0.9083264971287941, + "TN": 131348, + "TP": 39861, + "n_pred": 42547, + "n_ref": 41198 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9291764601534436, + "FN": 2611, + "FP": 583, + "IoU": 0.8677213617162263, + "TN": 151086, + "TP": 20952, + "n_pred": 21535, + "n_ref": 23563 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0041992791237504224, + "FN": 85369, + "FP": 0, + "IoU": 0.002104057323872868, + "TN": 89683, + "TP": 180, + "n_pred": 180, + "n_ref": 85549 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 52993, + "IoU": 0.0, + "TN": 122239, + "TP": 0, + "n_pred": 52993, + "n_ref": 0 + }, + "7": { + "Dice": 0.38309215536938307, + "FN": 1620, + "FP": 0, + "IoU": 0.2369288742345737, + "TN": 173109, + "TP": 503, + "n_pred": 503, + "n_ref": 2123 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7813529805760214, + "FN": 16089, + "FP": 233, + "IoU": 0.6411643142945082, + "TN": 129746, + "TP": 29164, + "n_pred": 29397, + "n_ref": 45253 + }, + "10": { + "Dice": 0.0, + "FN": 376, + "FP": 0, + "IoU": 0.0, + "TN": 174856, + "TP": 0, + "n_pred": 0, + "n_ref": 376 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 3592, + "IoU": 0.0, + "TN": 171640, + "TP": 0, + "n_pred": 3592, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 334, + "FP": 0, + "IoU": 0.0, + "TN": 174898, + "TP": 0, + "n_pred": 0, + "n_ref": 334 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8645234013573492, + "FN": 3058, + "FP": 8480, + "IoU": 0.761374917273329, + "TN": 126880, + "TP": 36814, + "n_pred": 45294, + "n_ref": 39872 + }, + "15": { + "Dice": 0.24561913236121957, + "FN": 39955, + "FP": 1588, + "IoU": 0.14000331221794393, + "TN": 126926, + "TP": 6763, + "n_pred": 8351, + "n_ref": 46718 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2975199/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0358.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.304822263020899, + "FN": 1591.1485714285714, + "FP": 872.3813186813188, + "IoU": 0.25015537346003985, + "TN": 204848.05758241756, + "TP": 2196.561978021978, + "n_pred": 3068.943296703297, + "n_ref": 3787.7105494505495 + }, + "mean": { + "1": { + "Dice": 0.2713701031697365, + "FN": 2562.3824175824175, + "FP": 187.14395604395605, + "IoU": 0.23603833243973565, + "TN": 205535.53736263738, + "TP": 1223.0857142857144, + "n_pred": 1410.2296703296702, + "n_ref": 3785.4681318681323 + }, + "10": { + "Dice": 0.17479535645632224, + "FN": 1440.8637362637364, + "FP": 381.46483516483516, + "IoU": 0.1307590260717102, + "TN": 207281.56813186812, + "TP": 404.2527472527472, + "n_pred": 785.7175824175823, + "n_ref": 1845.1164835164836 + }, + "11": { + "Dice": 0.22576389944294423, + "FN": 118.92417582417582, + "FP": 55.674725274725276, + "IoU": 0.16362945373373275, + "TN": 209245.14175824175, + "TP": 88.4087912087912, + "n_pred": 144.0835164835165, + "n_ref": 207.33296703296702 + }, + "12": { + "Dice": 0.016049385791111072, + "FN": 100.02087912087912, + "FP": 5.456043956043956, + "IoU": 0.008282302699756525, + "TN": 209401.45824175823, + "TP": 1.2142857142857142, + "n_pred": 6.67032967032967, + "n_ref": 101.23516483516482 + }, + "13": { + "Dice": 0.2491425709266552, + "FN": 1369.4912087912085, + "FP": 305.74505494505496, + "IoU": 0.18973671559849065, + "TN": 207369.74395604397, + "TP": 463.16923076923075, + "n_pred": 768.9142857142858, + "n_ref": 1832.6604395604395 + }, + "14": { + "Dice": 0.5330152972632007, + "FN": 4034.8417582417583, + "FP": 1649.3890109890112, + "IoU": 0.4500907006456661, + "TN": 199906.38351648353, + "TP": 3917.5351648351652, + "n_pred": 5566.924175824176, + "n_ref": 7952.376923076923 + }, + "15": { + "Dice": 0.2194322645201452, + "FN": 1059.4604395604397, + "FP": 765.7252747252747, + "IoU": 0.14870947673859722, + "TN": 207197.1351648352, + "TP": 485.82857142857137, + "n_pred": 1251.553846153846, + "n_ref": 1545.2890109890109 + }, + "2": { + "Dice": 0.284130624184524, + "FN": 674.9901098901099, + "FP": 866.4406593406595, + "IoU": 0.24545770783664764, + "TN": 206180.54395604396, + "TP": 1786.1747252747252, + "n_pred": 2652.6153846153848, + "n_ref": 2461.164835164835 + }, + "3": { + "Dice": 0.46503779897389635, + "FN": 778.2340659340659, + "FP": 311.34395604395604, + "IoU": 0.421876137471264, + "TN": 205846.56813186812, + "TP": 2572.0032967032967, + "n_pred": 2883.3472527472527, + "n_ref": 3350.237362637363 + }, + "4": { + "Dice": 0.0514389464481112, + "FN": 354.6153846153846, + "FP": 406.93296703296704, + "IoU": 0.033049094047482755, + "TN": 208673.2164835165, + "TP": 73.38461538461539, + "n_pred": 480.31758241758246, + "n_ref": 428.0 + }, + "5": { + "Dice": 0.34164064996775717, + "FN": 298.29450549450553, + "FP": 68.69670329670329, + "IoU": 0.2590506867584634, + "TN": 208858.34285714285, + "TP": 282.8153846153846, + "n_pred": 351.5120879120879, + "n_ref": 581.1098901098901 + }, + "6": { + "Dice": 0.43394846965645284, + "FN": 3752.1747252747255, + "FP": 5563.559340659341, + "IoU": 0.37381944078720275, + "TN": 185743.08351648352, + "TP": 14449.331868131867, + "n_pred": 20012.891208791207, + "n_ref": 18201.506593406593 + }, + "7": { + "Dice": 0.22244963374449692, + "FN": 5536.952747252747, + "FP": 1306.823076923077, + "IoU": 0.1553032948841311, + "TN": 201054.35934065934, + "TP": 1610.014285714286, + "n_pred": 2916.8373626373623, + "n_ref": 7146.967032967033 + }, + "8": { + "Dice": 0.5668251770288981, + "FN": 806.0450549450549, + "FP": 394.878021978022, + "IoU": 0.5166343330318561, + "TN": 204585.9197802198, + "TP": 3721.3065934065935, + "n_pred": 4116.184615384615, + "n_ref": 4527.351648351649 + }, + "9": { + "Dice": 0.5172937677392324, + "FN": 979.9373626373626, + "FP": 816.446153846154, + "IoU": 0.4198938991558608, + "TN": 205841.8615384615, + "TP": 1869.9043956043959, + "n_pred": 2686.3505494505494, + "n_ref": 2849.841758241758 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/loop_002/summary.json b/nnActive_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/loop_002/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..72ff5285772375841d71f3190129b6e6003a0a18 --- /dev/null +++ b/nnActive_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/loop_002/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.6664992475283289, + "FN": 38426.961333333325, + "FP": 17048.148, + "IoU": 0.5561524507336463, + "TN": 96253322.16133332, + "TP": 148163.56933333335, + "n_pred": 165211.71733333336, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.8734887708235956, + "FN": 30299.72, + "FP": 11126.7, + "IoU": 0.8066820658022934, + "TN": 96251546.0, + "TP": 163988.42, + "n_pred": 175115.12, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.6473770975825088, + "FN": 27611.3, + "FP": 12569.94, + "IoU": 0.513607595652145, + "TN": 96370168.34, + "TP": 46611.26, + "n_pred": 59181.2, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.6349717406475177, + "FN": 1508.36, + "FP": 778.6, + "IoU": 0.491070281092131, + "TN": 96452481.86, + "TP": 2192.02, + "n_pred": 2970.62, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.3837629968620221, + "FN": 3037.3, + "FP": 155.48, + "IoU": 0.26566536681735387, + "TN": 96452568.7, + "TP": 1199.36, + "n_pred": 1354.84, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.4588150183242176, + "FN": 37665.66, + "FP": 5894.4, + "IoU": 0.3216888964494833, + "TN": 96393208.3, + "TP": 20192.48, + "n_pred": 26086.88, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.67700100653172, + "FN": 48527.24, + "FP": 24470.72, + "IoU": 0.5799142880145476, + "TN": 96294131.98, + "TP": 89830.9, + "n_pred": 114301.62, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.4633433576548015, + "FN": 36804.92, + "FP": 4463.7, + "IoU": 0.33468680667805284, + "TN": 96398450.1, + "TP": 17242.12, + "n_pred": 21705.82, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.7771257363537031, + "FN": 45988.0, + "FP": 14089.1, + "IoU": 0.6552744419961578, + "TN": 96286030.04, + "TP": 110853.7, + "n_pred": 124942.8, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.8212192076823105, + "FN": 19931.3, + "FP": 40371.6, + "IoU": 0.7094770207506486, + "TN": 96253186.66, + "TP": 143471.28, + "n_pred": 183842.88, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.31160542395319857, + "FN": 21626.96, + "FP": 534.84, + "IoU": 0.21972582728315698, + "TN": 96429848.5, + "TP": 4950.54, + "n_pred": 5485.38, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.5994730407080142, + "FN": 9333.08, + "FP": 1197.98, + "IoU": 0.46130716576294695, + "TN": 96438610.7, + "TP": 7819.08, + "n_pred": 9017.06, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9164863219748486, + "FN": 150108.08, + "FP": 72330.2, + "IoU": 0.8568398979802985, + "TN": 95025407.02, + "TP": 1209115.54, + "n_pred": 1281445.74, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.7076964713800846, + "FN": 117518.84, + "FP": 41892.26, + "IoU": 0.5924393585950042, + "TN": 96076143.92, + "TP": 221405.82, + "n_pred": 263298.08, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.8878796625857257, + "FN": 13446.08, + "FP": 15331.16, + "IoU": 0.8061935110591224, + "TN": 96309260.5, + "TP": 118923.1, + "n_pred": 134254.26, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.8372428598606652, + "FN": 12997.58, + "FP": 10515.54, + "IoU": 0.7277142370713503, + "TN": 96368789.8, + "TP": 64657.92, + "n_pred": 75173.46, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9148739192518319, + "FN": 5234, + "FP": 11041, + "IoU": 0.8431037973219192, + "TN": 119489589, + "TP": 87456, + "n_pred": 98497, + "n_ref": 92690 + }, + "10": { + "Dice": 0.7245902063857886, + "FN": 19372, + "FP": 23170, + "IoU": 0.5681234455103802, + "TN": 119494815, + "TP": 55963, + "n_pred": 79133, + "n_ref": 75335 + }, + "11": { + "Dice": 0.7260828918666251, + "FN": 1216, + "FP": 542, + "IoU": 0.5699608610567515, + "TN": 119589232, + "TP": 2330, + "n_pred": 2872, + "n_ref": 3546 + }, + "12": { + "Dice": 0.7658136166103332, + "FN": 1293, + "FP": 647, + "IoU": 0.6205007824726134, + "TN": 119588208, + "TP": 3172, + "n_pred": 3819, + "n_ref": 4465 + }, + "13": { + "Dice": 0.48255953263883344, + "FN": 31611, + "FP": 13738, + "IoU": 0.3180088728475825, + "TN": 119526825, + "TP": 21146, + "n_pred": 34884, + "n_ref": 52757 + }, + "14": { + "Dice": 0.23098219140595846, + "FN": 214988, + "FP": 1399, + "IoU": 0.1305708683563427, + "TN": 119344436, + "TP": 32497, + "n_pred": 33896, + "n_ref": 247485 + }, + "15": { + "Dice": 0.0, + "FN": 32863, + "FP": 20754, + "IoU": 0.0, + "TN": 119539703, + "TP": 0, + "n_pred": 20754, + "n_ref": 32863 + }, + "2": { + "Dice": 0.9024531900463509, + "FN": 20376, + "FP": 5657, + "IoU": 0.8222457410125977, + "TN": 119446865, + "TP": 120422, + "n_pred": 126079, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9094409854573501, + "FN": 7659, + "FP": 24747, + "IoU": 0.8339218449711723, + "TN": 119398195, + "TP": 162719, + "n_pred": 187466, + "n_ref": 170378 + }, + "4": { + "Dice": 0.06305880008965706, + "FN": 75172, + "FP": 70, + "IoU": 0.03255586699925425, + "TN": 119515546, + "TP": 2532, + "n_pred": 2602, + "n_ref": 77704 + }, + "5": { + "Dice": 0.02815521464483692, + "FN": 63172, + "FP": 12214, + "IoU": 0.014278616072596041, + "TN": 119516842, + "TP": 1092, + "n_pred": 13306, + "n_ref": 64264 + }, + "6": { + "Dice": 0.943696226522601, + "FN": 80540, + "FP": 50885, + "IoU": 0.8933947319111727, + "TN": 118360501, + "TP": 1101394, + "n_pred": 1152279, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 151159, + "IoU": 0.0, + "TN": 119442161, + "TP": 0, + "n_pred": 151159, + "n_ref": 0 + }, + "8": { + "Dice": 0.8515343954511886, + "FN": 44942, + "FP": 39291, + "IoU": 0.7414539817983702, + "TN": 119267525, + "TP": 241562, + "n_pred": 280853, + "n_ref": 286504 + }, + "9": { + "Dice": 0.8324164974046491, + "FN": 17519, + "FP": 6243, + "IoU": 0.7129395846672385, + "TN": 119510543, + "TP": 59015, + "n_pred": 65258, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9408961496926069, + "FN": 11261, + "FP": 11014, + "IoU": 0.8883889426136278, + "TN": 72626083, + "TP": 177302, + "n_pred": 188316, + "n_ref": 188563 + }, + "10": { + "Dice": 0.625090729987557, + "FN": 20224, + "FP": 37626, + "IoU": 0.4546414397088907, + "TN": 72719583, + "TP": 48227, + "n_pred": 85853, + "n_ref": 68451 + }, + "11": { + "Dice": 0.6925170068027211, + "FN": 720, + "FP": 636, + "IoU": 0.5296566077003122, + "TN": 72822777, + "TP": 1527, + "n_pred": 2163, + "n_ref": 2247 + }, + "12": { + "Dice": 0.5143253234750462, + "FN": 1761, + "FP": 341, + "IoU": 0.34618973561430794, + "TN": 72822445, + "TP": 1113, + "n_pred": 1454, + "n_ref": 2874 + }, + "13": { + "Dice": 0.4963047109923154, + "FN": 31615, + "FP": 6074, + "IoU": 0.3300567040546065, + "TN": 72769403, + "TP": 18568, + "n_pred": 24642, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8242754729010248, + "FN": 16122, + "FP": 9787, + "IoU": 0.7010787424286127, + "TN": 72738985, + "TP": 60766, + "n_pred": 70553, + "n_ref": 76888 + }, + "15": { + "Dice": 0.6872099099376018, + "FN": 20124, + "FP": 228, + "IoU": 0.5234728043269569, + "TN": 72782951, + "TP": 22357, + "n_pred": 22585, + "n_ref": 42481 + }, + "2": { + "Dice": 0.8703746077405857, + "FN": 29337, + "FP": 2387, + "IoU": 0.7704984446212834, + "TN": 72687430, + "TP": 106506, + "n_pred": 108893, + "n_ref": 135843 + }, + "3": { + "Dice": 0.8911793095719259, + "FN": 3892, + "FP": 26209, + "IoU": 0.803718146013198, + "TN": 72672304, + "TP": 123255, + "n_pred": 149464, + "n_ref": 127147 + }, + "4": { + "Dice": 0.3242992675917056, + "FN": 21763, + "FP": 102, + "IoU": 0.19353053998229566, + "TN": 72798548, + "TP": 5247, + "n_pred": 5349, + "n_ref": 27010 + }, + "5": { + "Dice": 0.6323713927227101, + "FN": 4607, + "FP": 81, + "IoU": 0.46238532110091746, + "TN": 72816940, + "TP": 4032, + "n_pred": 4113, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9219495459426826, + "FN": 134227, + "FP": 47544, + "IoU": 0.8552007398845404, + "TN": 71570329, + "TP": 1073560, + "n_pred": 1121104, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.8319092908425006, + "FN": 52963, + "FP": 22168, + "IoU": 0.7121957946592402, + "TN": 72564611, + "TP": 185918, + "n_pred": 208086, + "n_ref": 238881 + }, + "8": { + "Dice": 0.8378648493385692, + "FN": 4959, + "FP": 15644, + "IoU": 0.7209702321297977, + "TN": 72751822, + "TP": 53235, + "n_pred": 68879, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8448826184675241, + "FN": 10884, + "FP": 13755, + "IoU": 0.7314257684761282, + "TN": 72733920, + "TP": 67101, + "n_pred": 80856, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9599943220800113, + "FN": 16573, + "FP": 3719, + "IoU": 0.923066424021838, + "TN": 71545728, + "TP": 243468, + "n_pred": 247187, + "n_ref": 260041 + }, + "10": { + "Dice": 0.7955959223255044, + "FN": 26444, + "FP": 8124, + "IoU": 0.660572258989415, + "TN": 71707646, + "TP": 67274, + "n_pred": 75398, + "n_ref": 93718 + }, + "11": { + "Dice": 0.6623983388129434, + "FN": 1455, + "FP": 496, + "IoU": 0.49521345407503237, + "TN": 71805623, + "TP": 1914, + "n_pred": 2410, + "n_ref": 3369 + }, + "12": { + "Dice": 0.5134007029876977, + "FN": 4172, + "FP": 258, + "IoU": 0.3453524456923304, + "TN": 71802721, + "TP": 2337, + "n_pred": 2595, + "n_ref": 6509 + }, + "13": { + "Dice": 0.3683129013426737, + "FN": 48128, + "FP": 5976, + "IoU": 0.22572520285644776, + "TN": 71739611, + "TP": 15773, + "n_pred": 21749, + "n_ref": 63901 + }, + "14": { + "Dice": 0.8190718143853595, + "FN": 157854, + "FP": 3097, + "IoU": 0.6935830852060282, + "TN": 71284220, + "TP": 364317, + "n_pred": 367414, + "n_ref": 522171 + }, + "15": { + "Dice": 0.10849831960047324, + "FN": 170300, + "FP": 0, + "IoU": 0.057360942749760606, + "TN": 71628825, + "TP": 10363, + "n_pred": 10363, + "n_ref": 180663 + }, + "2": { + "Dice": 0.690373792306963, + "FN": 66772, + "FP": 5078, + "IoU": 0.5271533115720753, + "TN": 71657536, + "TP": 80102, + "n_pred": 85180, + "n_ref": 146874 + }, + "3": { + "Dice": 0.8260745748152436, + "FN": 8049, + "FP": 66461, + "IoU": 0.7036857342835328, + "TN": 71558032, + "TP": 176946, + "n_pred": 243407, + "n_ref": 184995 + }, + "4": { + "Dice": 0.678481382687178, + "FN": 4691, + "FP": 4108, + "IoU": 0.513410385444893, + "TN": 71791405, + "TP": 9284, + "n_pred": 13392, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8264195668570197, + "FN": 2673, + "FP": 549, + "IoU": 0.704186558942343, + "TN": 71798596, + "TP": 7670, + "n_pred": 8219, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9677221799173068, + "FN": 50438, + "FP": 29463, + "IoU": 0.9374629204372376, + "TN": 70531830, + "TP": 1197757, + "n_pred": 1227220, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.9066696684387033, + "FN": 21695, + "FP": 22248, + "IoU": 0.82927331499526, + "TN": 71552100, + "TP": 213445, + "n_pred": 235693, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9367779982706173, + "FN": 5941, + "FP": 4222, + "IoU": 0.8810746925354271, + "TN": 71724031, + "TP": 75294, + "n_pred": 79516, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8519001834320256, + "FN": 18957, + "FP": 5103, + "IoU": 0.7420088141627081, + "TN": 71716229, + "TP": 69199, + "n_pred": 74302, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9236568994864016, + "FN": 27250, + "FP": 3653, + "IoU": 0.8581435594706377, + "TN": 135227663, + "TP": 186944, + "n_pred": 190597, + "n_ref": 214194 + }, + "10": { + "Dice": 0.8109066862782663, + "FN": 19529, + "FP": 11068, + "IoU": 0.681953785224993, + "TN": 135349307, + "TP": 65606, + "n_pred": 76674, + "n_ref": 85135 + }, + "11": { + "Dice": 0.6329851001883884, + "FN": 1699, + "FP": 444, + "IoU": 0.463041844149336, + "TN": 135441519, + "TP": 1848, + "n_pred": 2292, + "n_ref": 3547 + }, + "12": { + "Dice": 0.3405275779376499, + "FN": 4372, + "FP": 28, + "IoU": 0.20520231213872833, + "TN": 135439974, + "TP": 1136, + "n_pred": 1164, + "n_ref": 5508 + }, + "13": { + "Dice": 0.6602543550283211, + "FN": 18950, + "FP": 3303, + "IoU": 0.49282067645181876, + "TN": 135401634, + "TP": 21623, + "n_pred": 24926, + "n_ref": 40573 + }, + "14": { + "Dice": 0.9038692131989343, + "FN": 12231, + "FP": 15588, + "IoU": 0.824599786889277, + "TN": 135286907, + "TP": 130784, + "n_pred": 146372, + "n_ref": 143015 + }, + "15": { + "Dice": 0.4839584336934829, + "FN": 33718, + "FP": 3775, + "IoU": 0.31922504266986235, + "TN": 135390436, + "TP": 17581, + "n_pred": 21356, + "n_ref": 51299 + }, + "2": { + "Dice": 0.7307933874503763, + "FN": 86203, + "FP": 4665, + "IoU": 0.575787566992213, + "TN": 135231306, + "TP": 123336, + "n_pred": 128001, + "n_ref": 209539 + }, + "3": { + "Dice": 0.8074855950229182, + "FN": 24713, + "FP": 71678, + "IoU": 0.6771285878416174, + "TN": 135146967, + "TP": 202152, + "n_pred": 273830, + "n_ref": 226865 + }, + "4": { + "Dice": 0.2897005444646098, + "FN": 30456, + "FP": 854, + "IoU": 0.16938586019365964, + "TN": 135407815, + "TP": 6385, + "n_pred": 7239, + "n_ref": 36841 + }, + "5": { + "Dice": 0.5768427888852808, + "FN": 15609, + "FP": 2635, + "IoU": 0.4053261188435086, + "TN": 135414831, + "TP": 12435, + "n_pred": 15070, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9571398243352655, + "FN": 88910, + "FP": 52008, + "IoU": 0.9178026418787835, + "TN": 133731124, + "TP": 1573468, + "n_pred": 1625476, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.84241875097738, + "FN": 15813, + "FP": 52709, + "IoU": 0.7277404948366769, + "TN": 135193831, + "TP": 183157, + "n_pred": 235866, + "n_ref": 198970 + }, + "8": { + "Dice": 0.8501801577825011, + "FN": 46832, + "FP": 38740, + "IoU": 0.7394029278037817, + "TN": 135117141, + "TP": 242797, + "n_pred": 281537, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8575372633275145, + "FN": 18208, + "FP": 8315, + "IoU": 0.7506041429632625, + "TN": 135339161, + "TP": 79826, + "n_pred": 88141, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8669161912375692, + "FN": 41504, + "FP": 24418, + "IoU": 0.7650945009834944, + "TN": 105473373, + "TP": 214710, + "n_pred": 239128, + "n_ref": 256214 + }, + "10": { + "Dice": 0.357818256769639, + "FN": 39653, + "FP": 35122, + "IoU": 0.21789199535598858, + "TN": 105658398, + "TP": 20832, + "n_pred": 55954, + "n_ref": 60485 + }, + "11": { + "Dice": 0.6795171339563862, + "FN": 724, + "FP": 922, + "IoU": 0.5145974638749632, + "TN": 105750614, + "TP": 1745, + "n_pred": 2667, + "n_ref": 2469 + }, + "12": { + "Dice": 0.4327354260089686, + "FN": 3053, + "FP": 489, + "IoU": 0.2761087267525036, + "TN": 105749112, + "TP": 1351, + "n_pred": 1840, + "n_ref": 4404 + }, + "13": { + "Dice": 0.3594741699154378, + "FN": 61815, + "FP": 6205, + "IoU": 0.21912131057205506, + "TN": 105666898, + "TP": 19087, + "n_pred": 25292, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9204653710905347, + "FN": 26365, + "FP": 3106, + "IoU": 0.8526501572444964, + "TN": 105553998, + "TP": 170536, + "n_pred": 173642, + "n_ref": 196901 + }, + "15": { + "Dice": 0.7510445241612155, + "FN": 10136, + "FP": 1662, + "IoU": 0.6013381090761641, + "TN": 105724411, + "TP": 17796, + "n_pred": 19458, + "n_ref": 27932 + }, + "2": { + "Dice": 0.8176589392342817, + "FN": 41152, + "FP": 8684, + "IoU": 0.6915592855286122, + "TN": 105592431, + "TP": 111738, + "n_pred": 120422, + "n_ref": 152890 + }, + "3": { + "Dice": 0.842421763878279, + "FN": 7697, + "FP": 53568, + "IoU": 0.7277449917343619, + "TN": 105528977, + "TP": 163763, + "n_pred": 217331, + "n_ref": 171460 + }, + "4": { + "Dice": 0.0, + "FN": 40854, + "FP": 1197, + "IoU": 0.0, + "TN": 105711954, + "TP": 0, + "n_pred": 1197, + "n_ref": 40854 + }, + "5": { + "Dice": 0.7799473639527974, + "FN": 3178, + "FP": 2006, + "IoU": 0.6392735369842043, + "TN": 105739634, + "TP": 9187, + "n_pred": 11193, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9462161966282546, + "FN": 120062, + "FP": 40973, + "IoU": 0.8979225089631181, + "TN": 104176429, + "TP": 1416541, + "n_pred": 1457514, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.7868388633641995, + "FN": 85392, + "FP": 13755, + "IoU": 0.6485856162077289, + "TN": 105471868, + "TP": 182990, + "n_pred": 196745, + "n_ref": 268382 + }, + "8": { + "Dice": 0.7302533785942151, + "FN": 2941, + "FP": 60392, + "IoU": 0.5751174023883, + "TN": 105604945, + "TP": 85727, + "n_pred": 146119, + "n_ref": 88668 + }, + "9": { + "Dice": 0.7843400504097374, + "FN": 12881, + "FP": 21173, + "IoU": 0.6451969160241717, + "TN": 105658025, + "TP": 61926, + "n_pred": 83099, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9458318725677028, + "FN": 11793, + "FP": 15864, + "IoU": 0.8972305725762401, + "TN": 96868763, + "TP": 241460, + "n_pred": 257324, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8198291183965395, + "FN": 16861, + "FP": 25208, + "IoU": 0.6946698407629444, + "TN": 97000098, + "TP": 95713, + "n_pred": 120921, + "n_ref": 112574 + }, + "11": { + "Dice": 0.7526025719534599, + "FN": 1103, + "FP": 513, + "IoU": 0.6033382425135002, + "TN": 97133806, + "TP": 2458, + "n_pred": 2971, + "n_ref": 3561 + }, + "12": { + "Dice": 0.7398950131233596, + "FN": 1699, + "FP": 283, + "IoU": 0.5871693397208915, + "TN": 97133079, + "TP": 2819, + "n_pred": 3102, + "n_ref": 4518 + }, + "13": { + "Dice": 0.6941076906802074, + "FN": 17090, + "FP": 11826, + "IoU": 0.5315198548353126, + "TN": 97076157, + "TP": 32807, + "n_pred": 44633, + "n_ref": 49897 + }, + "14": { + "Dice": 0.8727182504519193, + "FN": 55178, + "FP": 5869, + "IoU": 0.7741793485096214, + "TN": 96867546, + "TP": 209287, + "n_pred": 215156, + "n_ref": 264465 + }, + "15": { + "Dice": 0.5926724137931034, + "FN": 12197, + "FP": 1789, + "IoU": 0.4211332312404288, + "TN": 97113719, + "TP": 10175, + "n_pred": 11964, + "n_ref": 22372 + }, + "2": { + "Dice": 0.8516569459172852, + "FN": 9505, + "FP": 35259, + "IoU": 0.7416398286987337, + "TN": 96964618, + "TP": 128498, + "n_pred": 163757, + "n_ref": 138003 + }, + "3": { + "Dice": 0.8280793763288448, + "FN": 41621, + "FP": 6895, + "IoU": 0.7066002249664365, + "TN": 96972522, + "TP": 116842, + "n_pred": 123737, + "n_ref": 158463 + }, + "4": { + "Dice": 0.8396130553184571, + "FN": 6839, + "FP": 1053, + "IoU": 0.7235629969526078, + "TN": 97109331, + "TP": 20657, + "n_pred": 21710, + "n_ref": 27496 + }, + "5": { + "Dice": 0.7758188229306773, + "FN": 3962, + "FP": 2205, + "IoU": 0.6337451003682147, + "TN": 97121042, + "TP": 10671, + "n_pred": 12876, + "n_ref": 14633 + }, + "6": { + "Dice": 0.960214958546493, + "FN": 96104, + "FP": 20261, + "IoU": 0.9234744877693337, + "TN": 95617276, + "TP": 1404239, + "n_pred": 1424500, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.941577867234983, + "FN": 15673, + "FP": 13933, + "IoU": 0.889605232248129, + "TN": 96869697, + "TP": 238577, + "n_pred": 252510, + "n_ref": 254250 + }, + "8": { + "Dice": 0.8632687312523338, + "FN": 22868, + "FP": 10453, + "IoU": 0.759430795110787, + "TN": 96999371, + "TP": 105188, + "n_pred": 115641, + "n_ref": 128056 + }, + "9": { + "Dice": 0.7204202247713893, + "FN": 6657, + "FP": 41405, + "IoU": 0.5630131381552029, + "TN": 97027895, + "TP": 61923, + "n_pred": 103328, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9590283400809717, + "FN": 4732, + "FP": 9689, + "IoU": 0.9212818917237088, + "TN": 130583594, + "TP": 168777, + "n_pred": 178466, + "n_ref": 173509 + }, + "10": { + "Dice": 0.7469801900467063, + "FN": 16954, + "FP": 23892, + "IoU": 0.5961439588688946, + "TN": 130665652, + "TP": 60294, + "n_pred": 84186, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7439780758690322, + "FN": 1470, + "FP": 305, + "IoU": 0.5923288929719798, + "TN": 130762438, + "TP": 2579, + "n_pred": 2884, + "n_ref": 4049 + }, + "12": { + "Dice": 0.25745682888540034, + "FN": 2836, + "FP": 2, + "IoU": 0.14774774774774774, + "TN": 130763462, + "TP": 492, + "n_pred": 494, + "n_ref": 3328 + }, + "13": { + "Dice": 0.6087177102270325, + "FN": 32571, + "FP": 4449, + "IoU": 0.43752279081074513, + "TN": 130700976, + "TP": 28796, + "n_pred": 33245, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9400584235837384, + "FN": 12039, + "FP": 6757, + "IoU": 0.8868964521253551, + "TN": 130600608, + "TP": 147388, + "n_pred": 154145, + "n_ref": 159427 + }, + "15": { + "Dice": 0.578040877975103, + "FN": 16926, + "FP": 395, + "IoU": 0.40651019359259893, + "TN": 130737607, + "TP": 11864, + "n_pred": 12259, + "n_ref": 28790 + }, + "2": { + "Dice": 0.812259370081464, + "FN": 48925, + "FP": 5348, + "IoU": 0.6838693142434427, + "TN": 130595113, + "TP": 117406, + "n_pred": 122754, + "n_ref": 166331 + }, + "3": { + "Dice": 0.8562580839062508, + "FN": 6507, + "FP": 47059, + "IoU": 0.7486462390314861, + "TN": 130553682, + "TP": 159544, + "n_pred": 206603, + "n_ref": 166051 + }, + "4": { + "Dice": 0.5873825627293923, + "FN": 17213, + "FP": 662, + "IoU": 0.4158114909471207, + "TN": 130736194, + "TP": 12723, + "n_pred": 13385, + "n_ref": 29936 + }, + "5": { + "Dice": 0.6989872540336555, + "FN": 13157, + "FP": 2477, + "IoU": 0.5372639554845202, + "TN": 130733006, + "TP": 18152, + "n_pred": 20629, + "n_ref": 31309 + }, + "6": { + "Dice": 0.952971065759912, + "FN": 79027, + "FP": 45145, + "IoU": 0.9101668870799247, + "TN": 129384540, + "TP": 1258080, + "n_pred": 1303225, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.9287765319762722, + "FN": 27976, + "FP": 36068, + "IoU": 0.8670240707942553, + "TN": 130285171, + "TP": 417577, + "n_pred": 453645, + "n_ref": 445553 + }, + "8": { + "Dice": 0.9046664087577503, + "FN": 13910, + "FP": 31679, + "IoU": 0.8259277502224157, + "TN": 130504895, + "TP": 216308, + "n_pred": 247987, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8564201609819704, + "FN": 14675, + "FP": 14615, + "IoU": 0.7488940708480505, + "TN": 130650148, + "TP": 87354, + "n_pred": 101969, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8559311142526668, + "FN": 17694, + "FP": 43961, + "IoU": 0.7481464839361941, + "TN": 71991203, + "TP": 183150, + "n_pred": 227111, + "n_ref": 200844 + }, + "10": { + "Dice": 0.40523323391870825, + "FN": 40176, + "FP": 25833, + "IoU": 0.2541018803109745, + "TN": 72147512, + "TP": 22487, + "n_pred": 48320, + "n_ref": 62663 + }, + "11": { + "Dice": 0.0788211103495545, + "FN": 2572, + "FP": 116, + "IoU": 0.041027470567249376, + "TN": 72233205, + "TP": 115, + "n_pred": 231, + "n_ref": 2687 + }, + "12": { + "Dice": 0.6290435513233441, + "FN": 1825, + "FP": 824, + "IoU": 0.4588355464759959, + "TN": 72231113, + "TP": 2246, + "n_pred": 3070, + "n_ref": 4071 + }, + "13": { + "Dice": 0.1788130343204064, + "FN": 63222, + "FP": 3056, + "IoU": 0.09818488584102103, + "TN": 72162514, + "TP": 7216, + "n_pred": 10272, + "n_ref": 70438 + }, + "14": { + "Dice": 0.18582444570388307, + "FN": 30565, + "FP": 348691, + "IoU": 0.10242914213226802, + "TN": 71813472, + "TP": 43280, + "n_pred": 391971, + "n_ref": 73845 + }, + "15": { + "Dice": 0.8058176812591694, + "FN": 6071, + "FP": 4650, + "IoU": 0.6747861432991568, + "TN": 72203042, + "TP": 22245, + "n_pred": 26895, + "n_ref": 28316 + }, + "2": { + "Dice": 0.06928476515107747, + "FN": 122498, + "FP": 6380, + "IoU": 0.03588554329530578, + "TN": 72102333, + "TP": 4797, + "n_pred": 11177, + "n_ref": 127295 + }, + "3": { + "Dice": 0.6919438282080086, + "FN": 9019, + "FP": 132758, + "IoU": 0.5289863257631128, + "TN": 71935004, + "TP": 159227, + "n_pred": 291985, + "n_ref": 168246 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 72236008, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.868631167786777, + "FN": 666, + "FP": 1621, + "IoU": 0.767770105605199, + "TN": 72226160, + "TP": 7561, + "n_pred": 9182, + "n_ref": 8227 + }, + "6": { + "Dice": 0.7574627596127689, + "FN": 389700, + "FP": 328884, + "IoU": 0.6096097042344654, + "TN": 70395327, + "TP": 1122097, + "n_pred": 1450981, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.4388139313551126, + "FN": 197021, + "FP": 166792, + "IoU": 0.28107727846687997, + "TN": 71729955, + "TP": 142240, + "n_pred": 309032, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9279362434994034, + "FN": 5752, + "FP": 3851, + "IoU": 0.8655606887862243, + "TN": 72164578, + "TP": 61827, + "n_pred": 65678, + "n_ref": 67579 + }, + "9": { + "Dice": 0.4636700454386578, + "FN": 33038, + "FP": 5323, + "IoU": 0.3018036874579109, + "TN": 72181065, + "TP": 16582, + "n_pred": 21905, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.833609782674496, + "FN": 20140, + "FP": 7346, + "IoU": 0.7146920218397724, + "TN": 52456782, + "TP": 68852, + "n_pred": 76198, + "n_ref": 88992 + }, + "10": { + "Dice": 0.03805829949700018, + "FN": 46242, + "FP": 1377, + "IoU": 0.01939828257243467, + "TN": 52504559, + "TP": 942, + "n_pred": 2319, + "n_ref": 47184 + }, + "11": { + "Dice": 0.022562449637389202, + "FN": 2014, + "FP": 412, + "IoU": 0.011409942950285249, + "TN": 52550666, + "TP": 28, + "n_pred": 440, + "n_ref": 2042 + }, + "12": { + "Dice": 0.0, + "FN": 4066, + "FP": 325, + "IoU": 0.0, + "TN": 52548729, + "TP": 0, + "n_pred": 325, + "n_ref": 4066 + }, + "13": { + "Dice": 0.008602341255764456, + "FN": 21518, + "FP": 840, + "IoU": 0.004319750612335783, + "TN": 52530665, + "TP": 97, + "n_pred": 937, + "n_ref": 21615 + }, + "14": { + "Dice": 0.28562021072796934, + "FN": 46295, + "FP": 1437, + "IoU": 0.1666026469253064, + "TN": 52495846, + "TP": 9542, + "n_pred": 10979, + "n_ref": 55837 + }, + "15": { + "Dice": 0.0, + "FN": 25269, + "FP": 931, + "IoU": 0.0, + "TN": 52526920, + "TP": 0, + "n_pred": 931, + "n_ref": 25269 + }, + "2": { + "Dice": 0.6041506241146888, + "FN": 71526, + "FP": 11752, + "IoU": 0.432819353256872, + "TN": 52406292, + "TP": 63550, + "n_pred": 75302, + "n_ref": 135076 + }, + "3": { + "Dice": 0.7595200597489893, + "FN": 26144, + "FP": 47913, + "IoU": 0.612279195417945, + "TN": 52362114, + "TP": 116949, + "n_pred": 164862, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 0, + "IoU": 0.0, + "TN": 52551240, + "TP": 0, + "n_pred": 0, + "n_ref": 1880 + }, + "5": { + "Dice": 0.5176841630997973, + "FN": 3984, + "FP": 298, + "IoU": 0.3492401215805471, + "TN": 52546540, + "TP": 2298, + "n_pred": 2596, + "n_ref": 6282 + }, + "6": { + "Dice": 0.8355357832487234, + "FN": 191919, + "FP": 36768, + "IoU": 0.7175280882222156, + "TN": 51743528, + "TP": 580905, + "n_pred": 617673, + "n_ref": 772824 + }, + "7": { + "Dice": 0.13364958940941746, + "FN": 177456, + "FP": 24894, + "IoU": 0.07161012672166198, + "TN": 52335162, + "TP": 15608, + "n_pred": 40502, + "n_ref": 193064 + }, + "8": { + "Dice": 0.8009700102057058, + "FN": 16759, + "FP": 4498, + "IoU": 0.6680149929720444, + "TN": 52489090, + "TP": 42773, + "n_pred": 47271, + "n_ref": 59532 + }, + "9": { + "Dice": 0.8374478218806449, + "FN": 16198, + "FP": 7829, + "IoU": 0.7203528905131578, + "TN": 52467201, + "TP": 61892, + "n_pred": 69721, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9646349373301779, + "FN": 17584, + "FP": 2590, + "IoU": 0.9316858102616893, + "TN": 143841938, + "TP": 275138, + "n_pred": 277728, + "n_ref": 292722 + }, + "10": { + "Dice": 0.7678874578419611, + "FN": 30430, + "FP": 10588, + "IoU": 0.6232283428403464, + "TN": 144028383, + "TP": 67849, + "n_pred": 78437, + "n_ref": 98279 + }, + "11": { + "Dice": 0.6300067888662594, + "FN": 3371, + "FP": 444, + "IoU": 0.45986124876114964, + "TN": 144130187, + "TP": 3248, + "n_pred": 3692, + "n_ref": 6619 + }, + "12": { + "Dice": 0.3229959040374488, + "FN": 4542, + "FP": 86, + "IoU": 0.19260293091416608, + "TN": 144131518, + "TP": 1104, + "n_pred": 1190, + "n_ref": 5646 + }, + "13": { + "Dice": 0.5164715886700358, + "FN": 66949, + "FP": 2990, + "IoU": 0.348137308814346, + "TN": 144029959, + "TP": 37352, + "n_pred": 40342, + "n_ref": 104301 + }, + "14": { + "Dice": 0.9524378795526162, + "FN": 26080, + "FP": 12273, + "IoU": 0.9091946539130846, + "TN": 143714885, + "TP": 384012, + "n_pred": 396285, + "n_ref": 410092 + }, + "15": { + "Dice": 0.8238510007412898, + "FN": 4884, + "FP": 2720, + "IoU": 0.7004648231308596, + "TN": 144111864, + "TP": 17782, + "n_pred": 20502, + "n_ref": 22666 + }, + "2": { + "Dice": 0.7242925816183119, + "FN": 57127, + "FP": 4471, + "IoU": 0.5677575995733573, + "TN": 143994742, + "TP": 80910, + "n_pred": 85381, + "n_ref": 138037 + }, + "3": { + "Dice": 0.8306084828166016, + "FN": 12664, + "FP": 53221, + "IoU": 0.7102911818765445, + "TN": 143909832, + "TP": 161533, + "n_pred": 214754, + "n_ref": 174197 + }, + "4": { + "Dice": 0.23304159401398317, + "FN": 44287, + "FP": 1018, + "IoU": 0.13188855675634245, + "TN": 144085062, + "TP": 6883, + "n_pred": 7901, + "n_ref": 51170 + }, + "5": { + "Dice": 0.7455375979160169, + "FN": 11812, + "FP": 2059, + "IoU": 0.5943084437425054, + "TN": 144103059, + "TP": 20320, + "n_pred": 22379, + "n_ref": 32132 + }, + "6": { + "Dice": 0.9515860708153225, + "FN": 59861, + "FP": 72290, + "IoU": 0.9076434834811329, + "TN": 142706371, + "TP": 1298728, + "n_pred": 1371018, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.8571462635318804, + "FN": 33379, + "FP": 38513, + "IoU": 0.7500052160487387, + "TN": 143849676, + "TP": 215682, + "n_pred": 254195, + "n_ref": 249061 + }, + "8": { + "Dice": 0.8999968793883601, + "FN": 12814, + "FP": 35255, + "IoU": 0.8181766601606827, + "TN": 143872878, + "TP": 216303, + "n_pred": 251558, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8851781273214689, + "FN": 12242, + "FP": 9088, + "IoU": 0.7940085757329934, + "TN": 144033702, + "TP": 82218, + "n_pred": 91306, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9446151633992992, + "FN": 10361, + "FP": 13520, + "IoU": 0.8950433345639295, + "TN": 111551388, + "TP": 203651, + "n_pred": 217171, + "n_ref": 214012 + }, + "10": { + "Dice": 0.5285375430508839, + "FN": 26282, + "FP": 8899, + "IoU": 0.35919200014571684, + "TN": 111724019, + "TP": 19720, + "n_pred": 28619, + "n_ref": 46002 + }, + "11": { + "Dice": 0.6482293423271501, + "FN": 1873, + "FP": 213, + "IoU": 0.47954091816367267, + "TN": 111774912, + "TP": 1922, + "n_pred": 2135, + "n_ref": 3795 + }, + "12": { + "Dice": 0.4954275629712819, + "FN": 3116, + "FP": 29, + "IoU": 0.3292812966517381, + "TN": 111774231, + "TP": 1544, + "n_pred": 1573, + "n_ref": 4660 + }, + "13": { + "Dice": 0.5213011244723493, + "FN": 30899, + "FP": 9586, + "IoU": 0.35254042124454255, + "TN": 111716391, + "TP": 22044, + "n_pred": 31630, + "n_ref": 52943 + }, + "14": { + "Dice": 0.8196498317171849, + "FN": 10027, + "FP": 26036, + "IoU": 0.6944124326339695, + "TN": 111660908, + "TP": 81949, + "n_pred": 107985, + "n_ref": 91976 + }, + "15": { + "Dice": 0.558027079303675, + "FN": 6116, + "FP": 1196, + "IoU": 0.3869885982562039, + "TN": 111766992, + "TP": 4616, + "n_pred": 5812, + "n_ref": 10732 + }, + "2": { + "Dice": 0.6551701937253337, + "FN": 104546, + "FP": 2574, + "IoU": 0.48717703211845864, + "TN": 111570037, + "TP": 101763, + "n_pred": 104337, + "n_ref": 206309 + }, + "3": { + "Dice": 0.5424616704676316, + "FN": 3379, + "FP": 97936, + "IoU": 0.3721766072811774, + "TN": 111617545, + "TP": 60060, + "n_pred": 157996, + "n_ref": 63439 + }, + "4": { + "Dice": 0.1895070321125138, + "FN": 16705, + "FP": 180, + "IoU": 0.10467150962405218, + "TN": 111760061, + "TP": 1974, + "n_pred": 2154, + "n_ref": 18679 + }, + "5": { + "Dice": 0.5243025369477594, + "FN": 16465, + "FP": 1592, + "IoU": 0.35529134532990575, + "TN": 111750912, + "TP": 9951, + "n_pred": 11543, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9586868612693525, + "FN": 79377, + "FP": 20202, + "IoU": 0.9206518439189044, + "TN": 110523957, + "TP": 1155384, + "n_pred": 1175586, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.8200117487659059, + "FN": 65299, + "FP": 10687, + "IoU": 0.6949321299667977, + "TN": 111529841, + "TP": 173093, + "n_pred": 183780, + "n_ref": 238392 + }, + "8": { + "Dice": 0.8479726650666486, + "FN": 39993, + "FP": 45078, + "IoU": 0.7360699172261451, + "TN": 111456596, + "TP": 237253, + "n_pred": 282331, + "n_ref": 277246 + }, + "9": { + "Dice": 0.813568729021857, + "FN": 18773, + "FP": 9443, + "IoU": 0.685727651422334, + "TN": 111689138, + "TP": 61566, + "n_pred": 71009, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8796771762816503, + "FN": 14224, + "FP": 27133, + "IoU": 0.7851997278445182, + "TN": 198895338, + "TP": 151180, + "n_pred": 178313, + "n_ref": 165404 + }, + "10": { + "Dice": 0.43554757241633035, + "FN": 43001, + "FP": 9164, + "IoU": 0.27840256740119795, + "TN": 199015584, + "TP": 20126, + "n_pred": 29290, + "n_ref": 63127 + }, + "11": { + "Dice": 0.690740514822496, + "FN": 1604, + "FP": 931, + "IoU": 0.527581065970928, + "TN": 199082509, + "TP": 2831, + "n_pred": 3762, + "n_ref": 4435 + }, + "12": { + "Dice": 0.5858790208375481, + "FN": 1887, + "FP": 160, + "IoU": 0.41430615164520745, + "TN": 199084380, + "TP": 1448, + "n_pred": 1608, + "n_ref": 3335 + }, + "13": { + "Dice": 0.21817381738173816, + "FN": 30636, + "FP": 4898, + "IoU": 0.12244393954361356, + "TN": 199047383, + "TP": 4958, + "n_pred": 9856, + "n_ref": 35594 + }, + "14": { + "Dice": 0.6813288720127323, + "FN": 19764, + "FP": 5665, + "IoU": 0.5166783874707772, + "TN": 199035262, + "TP": 27184, + "n_pred": 32849, + "n_ref": 46948 + }, + "15": { + "Dice": 0.45017272004097336, + "FN": 97255, + "FP": 3657, + "IoU": 0.29046638026198296, + "TN": 198945652, + "TP": 41311, + "n_pred": 44968, + "n_ref": 138566 + }, + "2": { + "Dice": 0.8800640216193609, + "FN": 20157, + "FP": 9667, + "IoU": 0.785816366835434, + "TN": 198948630, + "TP": 109421, + "n_pred": 119088, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9040412554140851, + "FN": 7439, + "FP": 20454, + "IoU": 0.8248862102520639, + "TN": 198928590, + "TP": 131392, + "n_pred": 151846, + "n_ref": 138831 + }, + "4": { + "Dice": 0.09448556006900005, + "FN": 16271, + "FP": 2, + "IoU": 0.04958532881672702, + "TN": 199070753, + "TP": 849, + "n_pred": 851, + "n_ref": 17120 + }, + "5": { + "Dice": 0.6265424326366155, + "FN": 10116, + "FP": 1748, + "IoU": 0.4561789512284562, + "TN": 199066059, + "TP": 9952, + "n_pred": 11700, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9403331062426046, + "FN": 106010, + "FP": 27114, + "IoU": 0.8873855659568133, + "TN": 197905753, + "TP": 1048998, + "n_pred": 1076112, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.7627711265087675, + "FN": 54843, + "FP": 8188, + "IoU": 0.61651578204473, + "TN": 198923511, + "TP": 101333, + "n_pred": 109521, + "n_ref": 156176 + }, + "8": { + "Dice": 0.9025336624590313, + "FN": 9032, + "FP": 14580, + "IoU": 0.8223793583330199, + "TN": 198954940, + "TP": 109323, + "n_pred": 123903, + "n_ref": 118355 + }, + "9": { + "Dice": 0.8630902145968808, + "FN": 14937, + "FP": 13128, + "IoU": 0.7591545307096209, + "TN": 198971348, + "TP": 88462, + "n_pred": 101590, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8890176956187228, + "FN": 13360, + "FP": 29338, + "IoU": 0.8002086910950668, + "TN": 130861479, + "TP": 171015, + "n_pred": 200353, + "n_ref": 184375 + }, + "10": { + "Dice": 0.703395960130546, + "FN": 22913, + "FP": 27526, + "IoU": 0.542490952134752, + "TN": 130964945, + "TP": 59808, + "n_pred": 87334, + "n_ref": 82721 + }, + "11": { + "Dice": 0.6884525962283647, + "FN": 1406, + "FP": 1006, + "IoU": 0.5249162891471342, + "TN": 131070115, + "TP": 2665, + "n_pred": 3671, + "n_ref": 4071 + }, + "12": { + "Dice": 0.5010234608723035, + "FN": 3044, + "FP": 125, + "IoU": 0.3342436974789916, + "TN": 131070432, + "TP": 1591, + "n_pred": 1716, + "n_ref": 4635 + }, + "13": { + "Dice": 0.3675643583950393, + "FN": 67870, + "FP": 8828, + "IoU": 0.22516315438546866, + "TN": 130976206, + "TP": 22288, + "n_pred": 31116, + "n_ref": 90158 + }, + "14": { + "Dice": 0.19269471415879577, + "FN": 41322, + "FP": 86803, + "IoU": 0.10661990293969989, + "TN": 130931776, + "TP": 15291, + "n_pred": 102094, + "n_ref": 56613 + }, + "15": { + "Dice": 0.6694142370391529, + "FN": 11174, + "FP": 5029, + "IoU": 0.5030973994111875, + "TN": 131042584, + "TP": 16405, + "n_pred": 21434, + "n_ref": 27579 + }, + "2": { + "Dice": 0.8265868073363128, + "FN": 24871, + "FP": 31935, + "IoU": 0.7044294477889184, + "TN": 130883001, + "TP": 135385, + "n_pred": 167320, + "n_ref": 160256 + }, + "3": { + "Dice": 0.842070390842208, + "FN": 24852, + "FP": 37121, + "IoU": 0.7272207085668007, + "TN": 130848001, + "TP": 165218, + "n_pred": 202339, + "n_ref": 190070 + }, + "4": { + "Dice": 0.004039450215087609, + "FN": 72926, + "FP": 3014, + "IoU": 0.002023812652771572, + "TN": 130999098, + "TP": 154, + "n_pred": 3168, + "n_ref": 73080 + }, + "5": { + "Dice": 0.6945673036802137, + "FN": 6376, + "FP": 944, + "IoU": 0.5320590679537173, + "TN": 131059549, + "TP": 8323, + "n_pred": 9267, + "n_ref": 14699 + }, + "6": { + "Dice": 0.9504238880754197, + "FN": 73396, + "FP": 72091, + "IoU": 0.9055311732778027, + "TN": 129535139, + "TP": 1394566, + "n_pred": 1466657, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.7421785184838752, + "FN": 94795, + "FP": 379299, + "IoU": 0.5900507579098463, + "TN": 129918722, + "TP": 682376, + "n_pred": 1061675, + "n_ref": 777171 + }, + "8": { + "Dice": 0.885797993548578, + "FN": 8459, + "FP": 22413, + "IoU": 0.7950066401062417, + "TN": 130924592, + "TP": 119728, + "n_pred": 142141, + "n_ref": 128187 + }, + "9": { + "Dice": 0.7193724689691502, + "FN": 21844, + "FP": 12250, + "IoU": 0.5617343462779427, + "TN": 130997399, + "TP": 43699, + "n_pred": 55949, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9754726885832935, + "FN": 7417, + "FP": 3049, + "IoU": 0.9521197509458477, + "TN": 101398613, + "TP": 208121, + "n_pred": 211170, + "n_ref": 215538 + }, + "10": { + "Dice": 0.6989289040670599, + "FN": 18808, + "FP": 4466, + "IoU": 0.5371950128258665, + "TN": 101566911, + "TP": 27015, + "n_pred": 31481, + "n_ref": 45823 + }, + "11": { + "Dice": 0.8391965375651981, + "FN": 1178, + "FP": 271, + "IoU": 0.722944550669216, + "TN": 101611970, + "TP": 3781, + "n_pred": 4052, + "n_ref": 4959 + }, + "12": { + "Dice": 0.5219957081545065, + "FN": 3544, + "FP": 20, + "IoU": 0.3531760435571688, + "TN": 101611690, + "TP": 1946, + "n_pred": 1966, + "n_ref": 5490 + }, + "13": { + "Dice": 0.7131123137007653, + "FN": 19366, + "FP": 13396, + "IoU": 0.5541371801850844, + "TN": 101543720, + "TP": 40718, + "n_pred": 54114, + "n_ref": 60084 + }, + "14": { + "Dice": 0.8964463835137849, + "FN": 8656, + "FP": 3615, + "IoU": 0.8123269863118452, + "TN": 101551815, + "TP": 53114, + "n_pred": 56729, + "n_ref": 61770 + }, + "15": { + "Dice": 0.7489605984169784, + "FN": 11739, + "FP": 2692, + "IoU": 0.5986706713387842, + "TN": 101581242, + "TP": 21527, + "n_pred": 24219, + "n_ref": 33266 + }, + "2": { + "Dice": 0.8336932901162655, + "FN": 47467, + "FP": 2354, + "IoU": 0.7148147936140861, + "TN": 101442503, + "TP": 124876, + "n_pred": 127230, + "n_ref": 172343 + }, + "3": { + "Dice": 0.876406636916191, + "FN": 7515, + "FP": 39152, + "IoU": 0.7800033942091021, + "TN": 101405074, + "TP": 165459, + "n_pred": 204611, + "n_ref": 172974 + }, + "4": { + "Dice": 0.5797678556299246, + "FN": 9370, + "FP": 550, + "IoU": 0.4082204855932709, + "TN": 101600437, + "TP": 6843, + "n_pred": 7393, + "n_ref": 16213 + }, + "5": { + "Dice": 0.7864744249914177, + "FN": 9752, + "FP": 1444, + "IoU": 0.6480905233380481, + "TN": 101585385, + "TP": 20619, + "n_pred": 22063, + "n_ref": 30371 + }, + "6": { + "Dice": 0.940020545289023, + "FN": 166585, + "FP": 7877, + "IoU": 0.886829024007203, + "TN": 100075621, + "TP": 1367117, + "n_pred": 1374994, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.8800997316874981, + "FN": 47665, + "FP": 55919, + "IoU": 0.7858733108562049, + "TN": 101133449, + "TP": 380167, + "n_pred": 436086, + "n_ref": 427832 + }, + "8": { + "Dice": 0.9170442339399458, + "FN": 24482, + "FP": 13052, + "IoU": 0.8467974987346732, + "TN": 101372204, + "TP": 207462, + "n_pred": 220514, + "n_ref": 231944 + }, + "9": { + "Dice": 0.8750608817627462, + "FN": 13624, + "FP": 5615, + "IoU": 0.7778739912022444, + "TN": 101530587, + "TP": 67374, + "n_pred": 72989, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8581705505447349, + "FN": 29907, + "FP": 30146, + "IoU": 0.7515750718762281, + "TN": 118940477, + "TP": 181682, + "n_pred": 211828, + "n_ref": 211589 + }, + "10": { + "Dice": 0.6948312731445262, + "FN": 27460, + "FP": 19348, + "IoU": 0.5323689258312021, + "TN": 119082116, + "TP": 53288, + "n_pred": 72636, + "n_ref": 80748 + }, + "11": { + "Dice": 0.6569156489633626, + "FN": 1725, + "FP": 691, + "IoU": 0.4891097483611757, + "TN": 119177483, + "TP": 2313, + "n_pred": 3004, + "n_ref": 4038 + }, + "12": { + "Dice": 0.32043530834340994, + "FN": 3340, + "FP": 32, + "IoU": 0.19078473722102232, + "TN": 119178045, + "TP": 795, + "n_pred": 827, + "n_ref": 4135 + }, + "13": { + "Dice": 0.5255888339633614, + "FN": 18615, + "FP": 7489, + "IoU": 0.3564737205403806, + "TN": 119141648, + "TP": 14460, + "n_pred": 21949, + "n_ref": 33075 + }, + "14": { + "Dice": 0.09627453217708809, + "FN": 62492, + "FP": 870, + "IoU": 0.050571646912507304, + "TN": 119115475, + "TP": 3375, + "n_pred": 4245, + "n_ref": 65867 + }, + "15": { + "Dice": 0.2994835121176003, + "FN": 16951, + "FP": 681, + "IoU": 0.17611326573524602, + "TN": 119160811, + "TP": 3769, + "n_pred": 4450, + "n_ref": 20720 + }, + "2": { + "Dice": 0.8631282940615655, + "FN": 40938, + "FP": 7443, + "IoU": 0.7592134535084533, + "TN": 118981283, + "TP": 152548, + "n_pred": 159991, + "n_ref": 193486 + }, + "3": { + "Dice": 0.8995897423485133, + "FN": 11165, + "FP": 30320, + "IoU": 0.8175039591764913, + "TN": 118954892, + "TP": 185835, + "n_pred": 216155, + "n_ref": 197000 + }, + "4": { + "Dice": 0.0, + "FN": 43337, + "FP": 2, + "IoU": 0.0, + "TN": 119138873, + "TP": 0, + "n_pred": 2, + "n_ref": 43337 + }, + "5": { + "Dice": 0.8224082259631963, + "FN": 4605, + "FP": 1060, + "IoU": 0.6983814290277925, + "TN": 119163430, + "TP": 13117, + "n_pred": 14177, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9206920016015846, + "FN": 197126, + "FP": 68491, + "IoU": 0.8530391722916897, + "TN": 117374812, + "TP": 1541783, + "n_pred": 1610274, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.8083029446534535, + "FN": 87717, + "FP": 11847, + "IoU": 0.6782788805485455, + "TN": 118872739, + "TP": 209909, + "n_pred": 221756, + "n_ref": 297626 + }, + "8": { + "Dice": 0.8314408291614704, + "FN": 12493, + "FP": 15756, + "IoU": 0.7115093954248366, + "TN": 119084292, + "TP": 69671, + "n_pred": 85427, + "n_ref": 82164 + }, + "9": { + "Dice": 0.8566971170957409, + "FN": 13310, + "FP": 10848, + "IoU": 0.7493177266548371, + "TN": 119085843, + "TP": 72211, + "n_pred": 83059, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 16471, + "IoU": 0.0, + "TN": 61316009, + "TP": 0, + "n_pred": 16471, + "n_ref": 0 + }, + "10": { + "Dice": 0.20218005275074108, + "FN": 30097, + "FP": 4084, + "IoU": 0.11245845450768592, + "TN": 61293968, + "TP": 4331, + "n_pred": 8415, + "n_ref": 34428 + }, + "11": { + "Dice": 0.836740111494558, + "FN": 712, + "FP": 518, + "IoU": 0.7193062528525788, + "TN": 61328098, + "TP": 3152, + "n_pred": 3670, + "n_ref": 3864 + }, + "12": { + "Dice": 0.1183087664856478, + "FN": 4545, + "FP": 1, + "IoU": 0.06287363430220573, + "TN": 61327629, + "TP": 305, + "n_pred": 306, + "n_ref": 4850 + }, + "13": { + "Dice": 0.1376814667175551, + "FN": 47826, + "FP": 13177, + "IoU": 0.07393013829641887, + "TN": 61266607, + "TP": 4870, + "n_pred": 18047, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9321701679158942, + "FN": 24704, + "FP": 11078, + "IoU": 0.872957600460139, + "TN": 61050826, + "TP": 245872, + "n_pred": 256950, + "n_ref": 270576 + }, + "15": { + "Dice": 0.28603603603603606, + "FN": 78924, + "FP": 17444, + "IoU": 0.16688567674113008, + "TN": 61216808, + "TP": 19304, + "n_pred": 36748, + "n_ref": 98228 + }, + "2": { + "Dice": 0.5544615656320367, + "FN": 98152, + "FP": 2758, + "IoU": 0.3835675015271839, + "TN": 61168780, + "TP": 62790, + "n_pred": 65548, + "n_ref": 160942 + }, + "3": { + "Dice": 0.7096315854567, + "FN": 5283, + "FP": 95672, + "IoU": 0.5499449439855205, + "TN": 61108163, + "TP": 123362, + "n_pred": 219034, + "n_ref": 128645 + }, + "4": { + "Dice": 0.21811444692408102, + "FN": 37009, + "FP": 129, + "IoU": 0.12240654095184082, + "TN": 61290162, + "TP": 5180, + "n_pred": 5309, + "n_ref": 42189 + }, + "5": { + "Dice": 0.5704653719311102, + "FN": 4680, + "FP": 1181, + "IoU": 0.3990567005024095, + "TN": 61322727, + "TP": 3892, + "n_pred": 5073, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9487100429087792, + "FN": 61459, + "FP": 62305, + "IoU": 0.9024247178520887, + "TN": 60064085, + "TP": 1144631, + "n_pred": 1206936, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.3480912967888613, + "FN": 157376, + "FP": 18110, + "IoU": 0.21072066277767534, + "TN": 61110143, + "TP": 46851, + "n_pred": 64961, + "n_ref": 204227 + }, + "8": { + "Dice": 0.9410945706560587, + "FN": 6509, + "FP": 2968, + "IoU": 0.8887427947546989, + "TN": 61247299, + "TP": 75704, + "n_pred": 78672, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8289884036714992, + "FN": 11939, + "FP": 9282, + "IoU": 0.7079250165161859, + "TN": 61259824, + "TP": 51435, + "n_pred": 60717, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.971550161102193, + "FN": 8901, + "FP": 953, + "IoU": 0.9446743286414498, + "TN": 148929391, + "TP": 168255, + "n_pred": 169208, + "n_ref": 177156 + }, + "10": { + "Dice": 0.7381509172952142, + "FN": 27980, + "FP": 3820, + "IoU": 0.5849755944767822, + "TN": 149030878, + "TP": 44822, + "n_pred": 48642, + "n_ref": 72802 + }, + "11": { + "Dice": 0.7727659574468085, + "FN": 788, + "FP": 280, + "IoU": 0.6296809986130375, + "TN": 149104616, + "TP": 1816, + "n_pred": 2096, + "n_ref": 2604 + }, + "12": { + "Dice": 0.058333333333333334, + "FN": 2034, + "FP": 0, + "IoU": 0.030042918454935622, + "TN": 149105403, + "TP": 63, + "n_pred": 63, + "n_ref": 2097 + }, + "13": { + "Dice": 0.31975454072268034, + "FN": 66859, + "FP": 7634, + "IoU": 0.19030227932305083, + "TN": 149015499, + "TP": 17508, + "n_pred": 25142, + "n_ref": 84367 + }, + "14": { + "Dice": 0.9039021368844844, + "FN": 5505, + "FP": 13113, + "IoU": 0.8246545927160738, + "TN": 149001321, + "TP": 87561, + "n_pred": 100674, + "n_ref": 93066 + }, + "15": { + "Dice": 0.6192142996748459, + "FN": 20618, + "FP": 813, + "IoU": 0.4484506897261684, + "TN": 149068644, + "TP": 17425, + "n_pred": 18238, + "n_ref": 38043 + }, + "2": { + "Dice": 0.7248694727921691, + "FN": 56071, + "FP": 20549, + "IoU": 0.5684668803117943, + "TN": 148929947, + "TP": 100933, + "n_pred": 121482, + "n_ref": 157004 + }, + "3": { + "Dice": 0.2684785080736866, + "FN": 43559, + "FP": 46503, + "IoU": 0.15505352334668682, + "TN": 149000911, + "TP": 16527, + "n_pred": 63030, + "n_ref": 60086 + }, + "4": { + "Dice": 0.49116782585920904, + "FN": 17394, + "FP": 91, + "IoU": 0.3255284678290387, + "TN": 149081576, + "TP": 8439, + "n_pred": 8530, + "n_ref": 25833 + }, + "5": { + "Dice": 0.21621052631578946, + "FN": 29608, + "FP": 176, + "IoU": 0.12120854478933081, + "TN": 149073608, + "TP": 4108, + "n_pred": 4284, + "n_ref": 33716 + }, + "6": { + "Dice": 0.95325892417996, + "FN": 83693, + "FP": 16566, + "IoU": 0.9106921914124332, + "TN": 147984877, + "TP": 1022364, + "n_pred": 1038930, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.8498363960735058, + "FN": 62679, + "FP": 12401, + "IoU": 0.7388830538301557, + "TN": 148819966, + "TP": 212454, + "n_pred": 224855, + "n_ref": 275133 + }, + "8": { + "Dice": 0.8985352529055067, + "FN": 21172, + "FP": 25780, + "IoU": 0.8157639681848324, + "TN": 148852653, + "TP": 207895, + "n_pred": 233675, + "n_ref": 229067 + }, + "9": { + "Dice": 0.8228701212136174, + "FN": 20823, + "FP": 7877, + "IoU": 0.6990478587307579, + "TN": 149012136, + "TP": 66664, + "n_pred": 74541, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4744632893618594, + "FN": 354599, + "FP": 966, + "IoU": 0.3110140097273626, + "TN": 100196730, + "TP": 160505, + "n_pred": 161471, + "n_ref": 515104 + }, + "10": { + "Dice": 0.16230628719580462, + "FN": 32962, + "FP": 23904, + "IoU": 0.08832064128256513, + "TN": 100650425, + "TP": 5509, + "n_pred": 29413, + "n_ref": 38471 + }, + "11": { + "Dice": 0.3611831071809727, + "FN": 1112, + "FP": 7268, + "IoU": 0.22039259465996838, + "TN": 100702051, + "TP": 2369, + "n_pred": 9637, + "n_ref": 3481 + }, + "12": { + "Dice": 0.0, + "FN": 5873, + "FP": 21, + "IoU": 0.0, + "TN": 100706906, + "TP": 0, + "n_pred": 21, + "n_ref": 5873 + }, + "13": { + "Dice": 0.003601786486097104, + "FN": 39080, + "FP": 2416, + "IoU": 0.0018041423107454716, + "TN": 100671229, + "TP": 75, + "n_pred": 2491, + "n_ref": 39155 + }, + "14": { + "Dice": 0.6357516162893779, + "FN": 68196, + "FP": 30005, + "IoU": 0.4660087003806416, + "TN": 100528900, + "TP": 85699, + "n_pred": 115704, + "n_ref": 153895 + }, + "15": { + "Dice": 0.6971057884231537, + "FN": 37989, + "FP": 11785, + "IoU": 0.5350440444274225, + "TN": 100605749, + "TP": 57277, + "n_pred": 69062, + "n_ref": 95266 + }, + "2": { + "Dice": 0.4802637740534128, + "FN": 133161, + "FP": 83266, + "IoU": 0.31601784958062334, + "TN": 100396378, + "TP": 99995, + "n_pred": 183261, + "n_ref": 233156 + }, + "3": { + "Dice": 0.5649876992941002, + "FN": 86840, + "FP": 124288, + "IoU": 0.39371627617141397, + "TN": 100364567, + "TP": 137105, + "n_pred": 261393, + "n_ref": 223945 + }, + "4": { + "Dice": 0.0, + "FN": 57652, + "FP": 0, + "IoU": 0.0, + "TN": 100655148, + "TP": 0, + "n_pred": 0, + "n_ref": 57652 + }, + "5": { + "Dice": 0.3460950973146095, + "FN": 12961, + "FP": 310, + "IoU": 0.20925936960019068, + "TN": 100696017, + "TP": 3512, + "n_pred": 3822, + "n_ref": 16473 + }, + "6": { + "Dice": 0.44036351362227427, + "FN": 1358581, + "FP": 470184, + "IoU": 0.28235009726210225, + "TN": 98164531, + "TP": 719504, + "n_pred": 1189688, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.5544553669895826, + "FN": 102415, + "FP": 9897, + "IoU": 0.383561568648975, + "TN": 100530605, + "TP": 69883, + "n_pred": 79780, + "n_ref": 172298 + }, + "8": { + "Dice": 0.9415484739459501, + "FN": 8779, + "FP": 3292, + "IoU": 0.8895527577498811, + "TN": 100603508, + "TP": 97221, + "n_pred": 100513, + "n_ref": 106000 + }, + "9": { + "Dice": 0.7696752786787459, + "FN": 19275, + "FP": 30149, + "IoU": 0.6255871034211085, + "TN": 100580796, + "TP": 82580, + "n_pred": 112729, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9016023651327314, + "FN": 4490, + "FP": 11519, + "IoU": 0.8208342193323112, + "TN": 78861347, + "TP": 73344, + "n_pred": 84863, + "n_ref": 77834 + }, + "10": { + "Dice": 0.45227370427826474, + "FN": 26845, + "FP": 2460, + "IoU": 0.2922181431745725, + "TN": 78909296, + "TP": 12099, + "n_pred": 14559, + "n_ref": 38944 + }, + "11": { + "Dice": 0.382, + "FN": 986, + "FP": 250, + "IoU": 0.2360939431396786, + "TN": 78949082, + "TP": 382, + "n_pred": 632, + "n_ref": 1368 + }, + "12": { + "Dice": 0.023601065854586982, + "FN": 2529, + "FP": 36, + "IoU": 0.011941448382126348, + "TN": 78948104, + "TP": 31, + "n_pred": 67, + "n_ref": 2560 + }, + "13": { + "Dice": 0.1965651171258648, + "FN": 52927, + "FP": 29, + "IoU": 0.10899485143184036, + "TN": 78891266, + "TP": 6478, + "n_pred": 6507, + "n_ref": 59405 + }, + "14": { + "Dice": 0.0, + "FN": 27269, + "FP": 21971, + "IoU": 0.0, + "TN": 78901460, + "TP": 0, + "n_pred": 21971, + "n_ref": 27269 + }, + "15": { + "Dice": 0.7673365440897095, + "FN": 21757, + "FP": 900, + "IoU": 0.6225028740898716, + "TN": 78890681, + "TP": 37362, + "n_pred": 38262, + "n_ref": 59119 + }, + "2": { + "Dice": 0.5716095001496141, + "FN": 59050, + "FP": 2511, + "IoU": 0.40017733260581495, + "TN": 78848068, + "TP": 41071, + "n_pred": 43582, + "n_ref": 100121 + }, + "3": { + "Dice": 0.763136403288973, + "FN": 2446, + "FP": 48600, + "IoU": 0.6169931796183887, + "TN": 78817423, + "TP": 82231, + "n_pred": 130831, + "n_ref": 84677 + }, + "4": { + "Dice": 0.16368505623995716, + "FN": 15600, + "FP": 14, + "IoU": 0.08913779022284447, + "TN": 78933558, + "TP": 1528, + "n_pred": 1542, + "n_ref": 17128 + }, + "5": { + "Dice": 0.2490476426062435, + "FN": 29764, + "FP": 594, + "IoU": 0.1422355334538879, + "TN": 78915308, + "TP": 5034, + "n_pred": 5628, + "n_ref": 34798 + }, + "6": { + "Dice": 0.8941758587847811, + "FN": 117958, + "FP": 21487, + "IoU": 0.8086058401674502, + "TN": 78222125, + "TP": 589130, + "n_pred": 610617, + "n_ref": 707088 + }, + "7": { + "Dice": 0.05877391610326331, + "FN": 699232, + "FP": 1588, + "IoU": 0.030276698108899807, + "TN": 78227999, + "TP": 21881, + "n_pred": 23469, + "n_ref": 721113 + }, + "8": { + "Dice": 0.8369425698753704, + "FN": 83006, + "FP": 13667, + "IoU": 0.7196055398448263, + "TN": 78605925, + "TP": 248102, + "n_pred": 261769, + "n_ref": 331108 + }, + "9": { + "Dice": 0.6457503468647898, + "FN": 28192, + "FP": 3468, + "IoU": 0.4768325732037808, + "TN": 78890184, + "TP": 28856, + "n_pred": 32324, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9638557439311016, + "FN": 4053, + "FP": 6758, + "IoU": 0.9302331584483637, + "TN": 104849481, + "TP": 144148, + "n_pred": 150906, + "n_ref": 148201 + }, + "10": { + "Dice": 0.8131404460518384, + "FN": 21133, + "FP": 9247, + "IoU": 0.6851193499238192, + "TN": 104907959, + "TP": 66101, + "n_pred": 75348, + "n_ref": 87234 + }, + "11": { + "Dice": 0.7690136870325949, + "FN": 1606, + "FP": 31, + "IoU": 0.6247134342044933, + "TN": 105000078, + "TP": 2725, + "n_pred": 2756, + "n_ref": 4331 + }, + "12": { + "Dice": 0.6002268216614687, + "FN": 2716, + "FP": 104, + "IoU": 0.4288029167510634, + "TN": 104999503, + "TP": 2117, + "n_pred": 2221, + "n_ref": 4833 + }, + "13": { + "Dice": 0.5955556334449098, + "FN": 43835, + "FP": 2321, + "IoU": 0.42405071188809446, + "TN": 104924301, + "TP": 33983, + "n_pred": 36304, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9313551459899337, + "FN": 6334, + "FP": 3063, + "IoU": 0.8715291544193041, + "TN": 104931295, + "TP": 63748, + "n_pred": 66811, + "n_ref": 70082 + }, + "15": { + "Dice": 0.7595873846305711, + "FN": 8970, + "FP": 772, + "IoU": 0.6123667038039153, + "TN": 104979308, + "TP": 15390, + "n_pred": 16162, + "n_ref": 24360 + }, + "2": { + "Dice": 0.7853555076523616, + "FN": 57627, + "FP": 4208, + "IoU": 0.6465723202139942, + "TN": 104829482, + "TP": 113123, + "n_pred": 117331, + "n_ref": 170750 + }, + "3": { + "Dice": 0.8525380725196304, + "FN": 4689, + "FP": 46805, + "IoU": 0.7429772196378301, + "TN": 104804092, + "TP": 148854, + "n_pred": 195659, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 621, + "IoU": 0.0, + "TN": 105003819, + "TP": 0, + "n_pred": 621, + "n_ref": 0 + }, + "5": { + "Dice": 0.6551214928178279, + "FN": 13000, + "FP": 4983, + "IoU": 0.4871231782790976, + "TN": 104969377, + "TP": 17080, + "n_pred": 22063, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9770566888601588, + "FN": 45964, + "FP": 9919, + "IoU": 0.9551425560146124, + "TN": 103758649, + "TP": 1189908, + "n_pred": 1199827, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.8908774929005756, + "FN": 10178, + "FP": 43696, + "IoU": 0.8032273145645537, + "TN": 104730652, + "TP": 219914, + "n_pred": 263610, + "n_ref": 230092 + }, + "8": { + "Dice": 0.9644649507354683, + "FN": 18241, + "FP": 7398, + "IoU": 0.9313687174764974, + "TN": 104630864, + "TP": 347937, + "n_pred": 355335, + "n_ref": 366178 + }, + "9": { + "Dice": 0.9175940617129162, + "FN": 10854, + "FP": 4000, + "IoU": 0.8477356130963364, + "TN": 104906886, + "TP": 82700, + "n_pred": 86700, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9066191121229221, + "FN": 67073, + "FP": 5242, + "IoU": 0.8291887321016057, + "TN": 177252926, + "TP": 351047, + "n_pred": 356289, + "n_ref": 418120 + }, + "10": { + "Dice": 0.36842377849825464, + "FN": 54177, + "FP": 6796, + "IoU": 0.2258084995619437, + "TN": 177597531, + "TP": 17784, + "n_pred": 24580, + "n_ref": 71961 + }, + "11": { + "Dice": 0.7343031207260973, + "FN": 1790, + "FP": 347, + "IoU": 0.5801571709233792, + "TN": 177671198, + "TP": 2953, + "n_pred": 3300, + "n_ref": 4743 + }, + "12": { + "Dice": 0.6838333535770679, + "FN": 2383, + "FP": 220, + "IoU": 0.5195644149132521, + "TN": 177670870, + "TP": 2815, + "n_pred": 3035, + "n_ref": 5198 + }, + "13": { + "Dice": 0.6929904681608469, + "FN": 32698, + "FP": 6629, + "IoU": 0.5302107224770642, + "TN": 177592576, + "TP": 44385, + "n_pred": 51014, + "n_ref": 77083 + }, + "14": { + "Dice": 0.8516807459076728, + "FN": 15501, + "FP": 5656, + "IoU": 0.7416759258128717, + "TN": 177594387, + "TP": 60744, + "n_pred": 66400, + "n_ref": 76245 + }, + "15": { + "Dice": 0.5107411885055333, + "FN": 14931, + "FP": 852, + "IoU": 0.3429499188210316, + "TN": 177652267, + "TP": 8238, + "n_pred": 9090, + "n_ref": 23169 + }, + "2": { + "Dice": 0.8655120067893044, + "FN": 33342, + "FP": 22915, + "IoU": 0.7629097989303821, + "TN": 177439007, + "TP": 181024, + "n_pred": 203939, + "n_ref": 214366 + }, + "3": { + "Dice": 0.833242225774844, + "FN": 45471, + "FP": 19201, + "IoU": 0.7141518524084404, + "TN": 177450042, + "TP": 161574, + "n_pred": 180775, + "n_ref": 207045 + }, + "4": { + "Dice": 0.5571452063805296, + "FN": 20881, + "FP": 663, + "IoU": 0.38614087075450193, + "TN": 177641192, + "TP": 13552, + "n_pred": 14215, + "n_ref": 34433 + }, + "5": { + "Dice": 0.7543366239453368, + "FN": 11199, + "FP": 1816, + "IoU": 0.6055702033518199, + "TN": 177643291, + "TP": 19982, + "n_pred": 21798, + "n_ref": 31181 + }, + "6": { + "Dice": 0.9370785824223149, + "FN": 148604, + "FP": 73913, + "IoU": 0.8816066427166779, + "TN": 175796816, + "TP": 1656955, + "n_pred": 1730868, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.8297534915686604, + "FN": 24701, + "FP": 116250, + "IoU": 0.7090416297681639, + "TN": 177191851, + "TP": 343486, + "n_pred": 459736, + "n_ref": 368187 + }, + "8": { + "Dice": 0.9015997378947195, + "FN": 8190, + "FP": 33557, + "IoU": 0.820829864121338, + "TN": 177443286, + "TP": 191255, + "n_pred": 224812, + "n_ref": 199445 + }, + "9": { + "Dice": 0.9249241881131562, + "FN": 14594, + "FP": 4989, + "IoU": 0.8603339205351858, + "TN": 177536075, + "TP": 120630, + "n_pred": 125619, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9670109344397978, + "FN": 10055, + "FP": 2022, + "IoU": 0.936128916248863, + "TN": 193816451, + "TP": 177007, + "n_pred": 179029, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8594753894309092, + "FN": 16615, + "FP": 6416, + "IoU": 0.7535789946716313, + "TN": 193912073, + "TP": 70431, + "n_pred": 76847, + "n_ref": 87046 + }, + "11": { + "Dice": 0.7395285408143386, + "FN": 1214, + "FP": 123, + "IoU": 0.5867078825347759, + "TN": 194002300, + "TP": 1898, + "n_pred": 2021, + "n_ref": 3112 + }, + "12": { + "Dice": 0.6579541787673443, + "FN": 1911, + "FP": 209, + "IoU": 0.49026208223130563, + "TN": 194001376, + "TP": 2039, + "n_pred": 2248, + "n_ref": 3950 + }, + "13": { + "Dice": 0.45844088797108934, + "FN": 46453, + "FP": 1801, + "IoU": 0.2973878097789685, + "TN": 193936857, + "TP": 20424, + "n_pred": 22225, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8835990698687439, + "FN": 6934, + "FP": 11237, + "IoU": 0.7914710979010546, + "TN": 193918396, + "TP": 68968, + "n_pred": 80205, + "n_ref": 75902 + }, + "15": { + "Dice": 0.7391574903276427, + "FN": 7306, + "FP": 2335, + "IoU": 0.5862409338654994, + "TN": 193982234, + "TP": 13660, + "n_pred": 15995, + "n_ref": 20966 + }, + "2": { + "Dice": 0.9346553352219075, + "FN": 15174, + "FP": 2126, + "IoU": 0.8773267151214323, + "TN": 193864510, + "TP": 123725, + "n_pred": 125851, + "n_ref": 138899 + }, + "3": { + "Dice": 0.9314171044089005, + "FN": 8307, + "FP": 10285, + "IoU": 0.8716376691521679, + "TN": 193860695, + "TP": 126248, + "n_pred": 136533, + "n_ref": 134555 + }, + "4": { + "Dice": 0.41979945168438054, + "FN": 15440, + "FP": 9, + "IoU": 0.2656621351839529, + "TN": 193984497, + "TP": 5589, + "n_pred": 5598, + "n_ref": 21029 + }, + "5": { + "Dice": 0.4597219986046262, + "FN": 18704, + "FP": 1430, + "IoU": 0.29846689895470385, + "TN": 193976835, + "TP": 8566, + "n_pred": 9996, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9293026352879884, + "FN": 147276, + "FP": 41075, + "IoU": 0.8679414612531017, + "TN": 192579266, + "TP": 1237918, + "n_pred": 1278993, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.7914946714740684, + "FN": 103768, + "FP": 11196, + "IoU": 0.6549368486769438, + "TN": 193672367, + "TP": 218204, + "n_pred": 229400, + "n_ref": 321972 + }, + "8": { + "Dice": 0.9480492040887905, + "FN": 17049, + "FP": 7539, + "IoU": 0.9012296086221233, + "TN": 193756594, + "TP": 224353, + "n_pred": 231892, + "n_ref": 241402 + }, + "9": { + "Dice": 0.8910720046622472, + "FN": 12793, + "FP": 8141, + "IoU": 0.8035436100527412, + "TN": 193898977, + "TP": 85624, + "n_pred": 93765, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9139375102241125, + "FN": 2715, + "FP": 18329, + "IoU": 0.841514663132051, + "TN": 99523018, + "TP": 111738, + "n_pred": 130067, + "n_ref": 114453 + }, + "10": { + "Dice": 0.7549325998654552, + "FN": 27358, + "FP": 1421, + "IoU": 0.6063387410062102, + "TN": 99582694, + "TP": 44327, + "n_pred": 45748, + "n_ref": 71685 + }, + "11": { + "Dice": 0.6152972358954941, + "FN": 2017, + "FP": 15, + "IoU": 0.4443532950505879, + "TN": 99652143, + "TP": 1625, + "n_pred": 1640, + "n_ref": 3642 + }, + "12": { + "Dice": 0.15177415177415177, + "FN": 3275, + "FP": 0, + "IoU": 0.08211883408071749, + "TN": 99652232, + "TP": 293, + "n_pred": 293, + "n_ref": 3568 + }, + "13": { + "Dice": 0.5921221576396847, + "FN": 23987, + "FP": 5556, + "IoU": 0.42057779433973363, + "TN": 99604813, + "TP": 21444, + "n_pred": 27000, + "n_ref": 45431 + }, + "14": { + "Dice": 0.40172015942941053, + "FN": 38820, + "FP": 6812, + "IoU": 0.2513453209082557, + "TN": 99594848, + "TP": 15320, + "n_pred": 22132, + "n_ref": 54140 + }, + "15": { + "Dice": 0.22975368538906513, + "FN": 33022, + "FP": 0, + "IoU": 0.12978628086541755, + "TN": 99617853, + "TP": 4925, + "n_pred": 4925, + "n_ref": 37947 + }, + "2": { + "Dice": 0.8665579947095629, + "FN": 25974, + "FP": 1368, + "IoU": 0.7645366861867035, + "TN": 99539680, + "TP": 88778, + "n_pred": 90146, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9025550768199255, + "FN": 5350, + "FP": 20229, + "IoU": 0.8224149182854524, + "TN": 99511762, + "TP": 118459, + "n_pred": 138688, + "n_ref": 123809 + }, + "4": { + "Dice": 0.4142006874004527, + "FN": 13965, + "FP": 11, + "IoU": 0.2611936353544431, + "TN": 99636883, + "TP": 4941, + "n_pred": 4952, + "n_ref": 18906 + }, + "5": { + "Dice": 0.22950819672131148, + "FN": 6063, + "FP": 0, + "IoU": 0.12962962962962962, + "TN": 99648834, + "TP": 903, + "n_pred": 903, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9600044179899347, + "FN": 76417, + "FP": 30045, + "IoU": 0.9230850924717138, + "TN": 98271647, + "TP": 1277691, + "n_pred": 1307736, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.8912619544938046, + "FN": 19122, + "FP": 16955, + "IoU": 0.8038525944934974, + "TN": 99471872, + "TP": 147851, + "n_pred": 164806, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9514725252876706, + "FN": 5211, + "FP": 4552, + "IoU": 0.9074369038815253, + "TN": 99550326, + "TP": 95711, + "n_pred": 100263, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9101320113630034, + "FN": 13836, + "FP": 2298, + "IoU": 0.8350846348842914, + "TN": 99557968, + "TP": 81698, + "n_pred": 83996, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7091798149142405, + "FN": 201234, + "FP": 266, + "IoU": 0.5494024830942074, + "TN": 62636336, + "TP": 245684, + "n_pred": 245950, + "n_ref": 446918 + }, + "10": { + "Dice": 0.8597385266276094, + "FN": 12219, + "FP": 6910, + "IoU": 0.7539836666452319, + "TN": 63005765, + "TP": 58626, + "n_pred": 65536, + "n_ref": 70845 + }, + "11": { + "Dice": 0.6846910112359551, + "FN": 1595, + "FP": 201, + "IoU": 0.5205552589428724, + "TN": 63079774, + "TP": 1950, + "n_pred": 2151, + "n_ref": 3545 + }, + "12": { + "Dice": 0.6616056177642816, + "FN": 1759, + "FP": 24, + "IoU": 0.4943278502552467, + "TN": 63079994, + "TP": 1743, + "n_pred": 1767, + "n_ref": 3502 + }, + "13": { + "Dice": 0.2943716984703271, + "FN": 37101, + "FP": 3908, + "IoU": 0.17258842281540665, + "TN": 63033957, + "TP": 8554, + "n_pred": 12462, + "n_ref": 45655 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.829058038810458, + "FN": 34915, + "FP": 1810, + "IoU": 0.708026585679986, + "TN": 62957738, + "TP": 89057, + "n_pred": 90867, + "n_ref": 123972 + }, + "3": { + "Dice": 0.8798644339519823, + "FN": 2456, + "FP": 31715, + "IoU": 0.7854981670265656, + "TN": 62924216, + "TP": 125133, + "n_pred": 156848, + "n_ref": 127589 + }, + "4": { + "Dice": 0.0, + "FN": 18029, + "FP": 0, + "IoU": 0.0, + "TN": 63065491, + "TP": 0, + "n_pred": 0, + "n_ref": 18029 + }, + "5": { + "Dice": 0.42827868852459017, + "FN": 12147, + "FP": 687, + "IoU": 0.27249022164276404, + "TN": 63065879, + "TP": 4807, + "n_pred": 5494, + "n_ref": 16954 + }, + "6": { + "Dice": 0.8358161988783236, + "FN": 207994, + "FP": 154105, + "IoU": 0.7179417872616208, + "TN": 61799746, + "TP": 921675, + "n_pred": 1075780, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.8375846925972397, + "FN": 23146, + "FP": 28632, + "IoU": 0.7205554566110238, + "TN": 62898231, + "TP": 133511, + "n_pred": 162143, + "n_ref": 156657 + }, + "8": { + "Dice": 0.9277488562864805, + "FN": 11981, + "FP": 3591, + "IoU": 0.8652346623510372, + "TN": 62967971, + "TP": 99977, + "n_pred": 103568, + "n_ref": 111958 + }, + "9": { + "Dice": 0.8965252760023242, + "FN": 4316, + "FP": 4588, + "IoU": 0.8124565579122522, + "TN": 63036043, + "TP": 38573, + "n_pred": 43161, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9281023068813558, + "FN": 29016, + "FP": 14904, + "IoU": 0.8658497101351887, + "TN": 109281424, + "TP": 283474, + "n_pred": 298378, + "n_ref": 312490 + }, + "10": { + "Dice": 0.6103738605174744, + "FN": 35333, + "FP": 31814, + "IoU": 0.4392360241185215, + "TN": 109489076, + "TP": 52595, + "n_pred": 84409, + "n_ref": 87928 + }, + "11": { + "Dice": 0.6410256410256411, + "FN": 1916, + "FP": 940, + "IoU": 0.4716981132075472, + "TN": 109603412, + "TP": 2550, + "n_pred": 3490, + "n_ref": 4466 + }, + "12": { + "Dice": 0.01932367149758454, + "FN": 4041, + "FP": 19, + "IoU": 0.00975609756097561, + "TN": 109604718, + "TP": 40, + "n_pred": 59, + "n_ref": 4081 + }, + "13": { + "Dice": 0.27845027342663825, + "FN": 65758, + "FP": 12090, + "IoU": 0.1617439619248619, + "TN": 109515949, + "TP": 15021, + "n_pred": 27111, + "n_ref": 80779 + }, + "14": { + "Dice": 0.4956750284439542, + "FN": 47033, + "FP": 54474, + "IoU": 0.3294999669727195, + "TN": 109457428, + "TP": 49883, + "n_pred": 104357, + "n_ref": 96916 + }, + "15": { + "Dice": 0.5442675245329945, + "FN": 63275, + "FP": 4157, + "IoU": 0.373878809262939, + "TN": 109501120, + "TP": 40266, + "n_pred": 44423, + "n_ref": 103541 + }, + "2": { + "Dice": 0.7203015678099209, + "FN": 87947, + "FP": 9995, + "IoU": 0.5628682115185489, + "TN": 109384762, + "TP": 126114, + "n_pred": 136109, + "n_ref": 214061 + }, + "3": { + "Dice": 0.824503790369403, + "FN": 20602, + "FP": 75217, + "IoU": 0.7014091441677262, + "TN": 109287914, + "TP": 225085, + "n_pred": 300302, + "n_ref": 245687 + }, + "4": { + "Dice": 0.0, + "FN": 50290, + "FP": 0, + "IoU": 0.0, + "TN": 109558528, + "TP": 0, + "n_pred": 0, + "n_ref": 50290 + }, + "5": { + "Dice": 0.6277011494252873, + "FN": 5091, + "FP": 1387, + "IoU": 0.45740849317363264, + "TN": 109596879, + "TP": 5461, + "n_pred": 6848, + "n_ref": 10552 + }, + "6": { + "Dice": 0.8693447289798277, + "FN": 96594, + "FP": 250241, + "IoU": 0.7688857525914435, + "TN": 108108110, + "TP": 1153873, + "n_pred": 1404114, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.6640466863858022, + "FN": 574976, + "FP": 55390, + "IoU": 0.49705830257595995, + "TN": 108355460, + "TP": 622992, + "n_pred": 678382, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9491061585592173, + "FN": 3755, + "FP": 5432, + "IoU": 0.9031418028465998, + "TN": 109513968, + "TP": 85663, + "n_pred": 91095, + "n_ref": 89418 + }, + "9": { + "Dice": 0.7246979275371068, + "FN": 13187, + "FP": 18734, + "IoU": 0.5682559004531007, + "TN": 109534883, + "TP": 42014, + "n_pred": 60748, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9110202136531512, + "FN": 1425, + "FP": 9778, + "IoU": 0.8365813811010299, + "TN": 66998798, + "TP": 57351, + "n_pred": 67129, + "n_ref": 58776 + }, + "10": { + "Dice": 0.4848718301462833, + "FN": 52362, + "FP": 3805, + "IoU": 0.3200203387368192, + "TN": 66984751, + "TP": 26434, + "n_pred": 30239, + "n_ref": 78796 + }, + "11": { + "Dice": 0.23645320197044334, + "FN": 2694, + "FP": 96, + "IoU": 0.1340782122905028, + "TN": 67064130, + "TP": 432, + "n_pred": 528, + "n_ref": 3126 + }, + "12": { + "Dice": 0.03850710900473934, + "FN": 3246, + "FP": 0, + "IoU": 0.019631531259438235, + "TN": 67064041, + "TP": 65, + "n_pred": 65, + "n_ref": 3311 + }, + "13": { + "Dice": 0.10430137756536408, + "FN": 35985, + "FP": 2247, + "IoU": 0.055020020762271984, + "TN": 67026894, + "TP": 2226, + "n_pred": 4473, + "n_ref": 38211 + }, + "14": { + "Dice": 0.7725082146768893, + "FN": 19052, + "FP": 14180, + "IoU": 0.6293388061033283, + "TN": 66977696, + "TP": 56424, + "n_pred": 70604, + "n_ref": 75476 + }, + "15": { + "Dice": 0.2847470187967392, + "FN": 22909, + "FP": 19557, + "IoU": 0.1660087590094071, + "TN": 67016433, + "TP": 8453, + "n_pred": 28010, + "n_ref": 31362 + }, + "2": { + "Dice": 0.684845465768556, + "FN": 66988, + "FP": 5767, + "IoU": 0.5207338361714041, + "TN": 66915547, + "TP": 79050, + "n_pred": 84817, + "n_ref": 146038 + }, + "3": { + "Dice": 0.8214938573069934, + "FN": 9149, + "FP": 56570, + "IoU": 0.6970637042500231, + "TN": 66850412, + "TP": 151221, + "n_pred": 207791, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 0, + "IoU": 0.0, + "TN": 67054313, + "TP": 0, + "n_pred": 0, + "n_ref": 13039 + }, + "5": { + "Dice": 0.0, + "FN": 8921, + "FP": 1, + "IoU": 0.0, + "TN": 67058430, + "TP": 0, + "n_pred": 1, + "n_ref": 8921 + }, + "6": { + "Dice": 0.8100040312440506, + "FN": 337420, + "FP": 10877, + "IoU": 0.6806779623722998, + "TN": 65976613, + "TP": 742442, + "n_pred": 753319, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.34708016092948746, + "FN": 276211, + "FP": 7467, + "IoU": 0.2099800321379537, + "TN": 66708275, + "TP": 75399, + "n_pred": 82866, + "n_ref": 351610 + }, + "8": { + "Dice": 0.8622478694130533, + "FN": 5027, + "FP": 20754, + "IoU": 0.757852124582034, + "TN": 66960884, + "TP": 80687, + "n_pred": 101441, + "n_ref": 85714 + }, + "9": { + "Dice": 0.8468227130999956, + "FN": 19495, + "FP": 1433, + "IoU": 0.7343387029209033, + "TN": 66988575, + "TP": 57849, + "n_pred": 59282, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.189265494225552, + "FN": 161346, + "FP": 325, + "IoU": 0.10452415504425563, + "TN": 74338738, + "TP": 18871, + "n_pred": 19196, + "n_ref": 180217 + }, + "10": { + "Dice": 0.5221998286286673, + "FN": 34514, + "FP": 5077, + "IoU": 0.35336295038055726, + "TN": 74458054, + "TP": 21635, + "n_pred": 26712, + "n_ref": 56149 + }, + "11": { + "Dice": 0.5706411905199339, + "FN": 1834, + "FP": 503, + "IoU": 0.3992287917737789, + "TN": 74515390, + "TP": 1553, + "n_pred": 2056, + "n_ref": 3387 + }, + "12": { + "Dice": 0.44608359676852827, + "FN": 1566, + "FP": 11, + "IoU": 0.2870705244122966, + "TN": 74517068, + "TP": 635, + "n_pred": 646, + "n_ref": 2201 + }, + "13": { + "Dice": 0.35486714047293116, + "FN": 33428, + "FP": 975, + "IoU": 0.2157072837113872, + "TN": 74475415, + "TP": 9462, + "n_pred": 10437, + "n_ref": 42890 + }, + "14": { + "Dice": 0.2658587313014959, + "FN": 25278, + "FP": 11432, + "IoU": 0.15330857762299052, + "TN": 74475923, + "TP": 6647, + "n_pred": 18079, + "n_ref": 31925 + }, + "15": { + "Dice": 0.3948225041650647, + "FN": 22657, + "FP": 954, + "IoU": 0.24596812825344105, + "TN": 74487967, + "TP": 7702, + "n_pred": 8656, + "n_ref": 30359 + }, + "2": { + "Dice": 0.8402652243968618, + "FN": 25398, + "FP": 18519, + "IoU": 0.7245322310524566, + "TN": 74359853, + "TP": 115510, + "n_pred": 134029, + "n_ref": 140908 + }, + "3": { + "Dice": 0.8415116555975974, + "FN": 28428, + "FP": 19490, + "IoU": 0.7263876755114743, + "TN": 74344149, + "TP": 127213, + "n_pred": 146703, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0, + "FN": 13278, + "FP": 0, + "IoU": 0.0, + "TN": 74506002, + "TP": 0, + "n_pred": 0, + "n_ref": 13278 + }, + "5": { + "Dice": 0.3578137711707714, + "FN": 7735, + "FP": 948, + "IoU": 0.21788866870834084, + "TN": 74508178, + "TP": 2419, + "n_pred": 3367, + "n_ref": 10154 + }, + "6": { + "Dice": 0.8646642264680555, + "FN": 271488, + "FP": 146244, + "IoU": 0.7615933952104318, + "TN": 72767097, + "TP": 1334451, + "n_pred": 1480695, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.2746893328858859, + "FN": 139770, + "FP": 5039, + "IoU": 0.15921151947976542, + "TN": 74347050, + "TP": 27421, + "n_pred": 32460, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9573124251333986, + "FN": 2842, + "FP": 2646, + "IoU": 0.9181201044386423, + "TN": 74452255, + "TP": 61537, + "n_pred": 64183, + "n_ref": 64379 + }, + "9": { + "Dice": 0.9000829967354618, + "FN": 11522, + "FP": 6536, + "IoU": 0.8183190132201139, + "TN": 74419886, + "TP": 81336, + "n_pred": 87872, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9068136112759907, + "FN": 27027, + "FP": 25566, + "IoU": 0.8295141804083777, + "TN": 65742691, + "TP": 255896, + "n_pred": 281462, + "n_ref": 282923 + }, + "10": { + "Dice": 0.5475316877918612, + "FN": 47420, + "FP": 12266, + "IoU": 0.3769663566425537, + "TN": 65955381, + "TP": 36113, + "n_pred": 48379, + "n_ref": 83533 + }, + "11": { + "Dice": 0.03126458236117592, + "FN": 3570, + "FP": 582, + "IoU": 0.015880540412420006, + "TN": 66046961, + "TP": 67, + "n_pred": 649, + "n_ref": 3637 + }, + "12": { + "Dice": 0.0, + "FN": 3026, + "FP": 272, + "IoU": 0.0, + "TN": 66047882, + "TP": 0, + "n_pred": 272, + "n_ref": 3026 + }, + "13": { + "Dice": 0.7247221759512648, + "FN": 17171, + "FP": 5965, + "IoU": 0.5682857196170998, + "TN": 65997589, + "TP": 30455, + "n_pred": 36420, + "n_ref": 47626 + }, + "14": { + "Dice": 0.8734194158642906, + "FN": 9730, + "FP": 4455, + "IoU": 0.7752835688486154, + "TN": 65988056, + "TP": 48939, + "n_pred": 53394, + "n_ref": 58669 + }, + "15": { + "Dice": 0.7649063032367973, + "FN": 7534, + "FP": 2954, + "IoU": 0.6193103448275862, + "TN": 66023630, + "TP": 17062, + "n_pred": 20016, + "n_ref": 24596 + }, + "2": { + "Dice": 0.6915396917526505, + "FN": 61143, + "FP": 12728, + "IoU": 0.5285140767311092, + "TN": 65894503, + "TP": 82806, + "n_pred": 95534, + "n_ref": 143949 + }, + "3": { + "Dice": 0.7730299730643589, + "FN": 21941, + "FP": 57267, + "IoU": 0.6300316683326016, + "TN": 65837086, + "TP": 134886, + "n_pred": 192153, + "n_ref": 156827 + }, + "4": { + "Dice": 0.2216286799620133, + "FN": 25794, + "FP": 434, + "IoU": 0.12462452439757025, + "TN": 66021218, + "TP": 3734, + "n_pred": 4168, + "n_ref": 29528 + }, + "5": { + "Dice": 0.39836289222373805, + "FN": 7497, + "FP": 0, + "IoU": 0.24872231686541738, + "TN": 66041201, + "TP": 2482, + "n_pred": 2482, + "n_ref": 9979 + }, + "6": { + "Dice": 0.923203046339287, + "FN": 56129, + "FP": 104809, + "IoU": 0.8573603808970082, + "TN": 64922896, + "TP": 967346, + "n_pred": 1072155, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.8446985996389182, + "FN": 254139, + "FP": 11491, + "IoU": 0.73114998335059, + "TN": 65063157, + "TP": 722393, + "n_pred": 733884, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9367698580669848, + "FN": 2955, + "FP": 7621, + "IoU": 0.8810602908264825, + "TN": 65962261, + "TP": 78343, + "n_pred": 85964, + "n_ref": 81298 + }, + "9": { + "Dice": 0.8551870984187916, + "FN": 13053, + "FP": 6262, + "IoU": 0.747010360590462, + "TN": 65974833, + "TP": 57032, + "n_pred": 63294, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9829542315429589, + "FN": 2418, + "FP": 2827, + "IoU": 0.9664798399723914, + "TN": 113316067, + "TP": 151228, + "n_pred": 154055, + "n_ref": 153646 + }, + "10": { + "Dice": 0.8831329703884007, + "FN": 9272, + "FP": 9597, + "IoU": 0.790723467497754, + "TN": 113382377, + "TP": 71294, + "n_pred": 80891, + "n_ref": 80566 + }, + "11": { + "Dice": 0.6034208432776452, + "FN": 1713, + "FP": 281, + "IoU": 0.43207063514668187, + "TN": 113469029, + "TP": 1517, + "n_pred": 1798, + "n_ref": 3230 + }, + "12": { + "Dice": 0.5552808194984105, + "FN": 2511, + "FP": 7, + "IoU": 0.3843520782396088, + "TN": 113468450, + "TP": 1572, + "n_pred": 1579, + "n_ref": 4083 + }, + "13": { + "Dice": 0.46340997388701355, + "FN": 51410, + "FP": 7565, + "IoU": 0.3015833540578629, + "TN": 113388099, + "TP": 25466, + "n_pred": 33031, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9221580830107317, + "FN": 28364, + "FP": 11349, + "IoU": 0.8555596776070763, + "TN": 113197596, + "TP": 235231, + "n_pred": 246580, + "n_ref": 263595 + }, + "15": { + "Dice": 0.7015761913533142, + "FN": 8552, + "FP": 2789, + "IoU": 0.5403291180285343, + "TN": 113447868, + "TP": 13331, + "n_pred": 16120, + "n_ref": 21883 + }, + "2": { + "Dice": 0.9322253399525146, + "FN": 14794, + "FP": 1534, + "IoU": 0.8730543763897312, + "TN": 113343918, + "TP": 112294, + "n_pred": 113828, + "n_ref": 127088 + }, + "3": { + "Dice": 0.9261877715729185, + "FN": 3705, + "FP": 14879, + "IoU": 0.8625230250260766, + "TN": 113337361, + "TP": 116595, + "n_pred": 131474, + "n_ref": 120300 + }, + "4": { + "Dice": 0.2830690388706246, + "FN": 25237, + "FP": 4421, + "IoU": 0.16486920282713372, + "TN": 113437027, + "TP": 5855, + "n_pred": 10276, + "n_ref": 31092 + }, + "5": { + "Dice": 0.675984800030099, + "FN": 14859, + "FP": 2365, + "IoU": 0.510556676422949, + "TN": 113437349, + "TP": 17967, + "n_pred": 20332, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9574468843163435, + "FN": 68709, + "FP": 26839, + "IoU": 0.9183674864263348, + "TN": 112302075, + "TP": 1074917, + "n_pred": 1101756, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.9032784061549062, + "FN": 21369, + "FP": 20746, + "IoU": 0.8236168697910122, + "TN": 113233770, + "TP": 196655, + "n_pred": 217401, + "n_ref": 218024 + }, + "8": { + "Dice": 0.9465031660409938, + "FN": 17787, + "FP": 4458, + "IoU": 0.8984394974250338, + "TN": 113253508, + "TP": 196787, + "n_pred": 201245, + "n_ref": 214574 + }, + "9": { + "Dice": 0.9003441437237517, + "FN": 13626, + "FP": 6876, + "IoU": 0.8187508288025461, + "TN": 113359425, + "TP": 92613, + "n_pred": 99489, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8915049757144264, + "FN": 5038, + "FP": 24693, + "IoU": 0.8042480626279784, + "TN": 75044847, + "TP": 122150, + "n_pred": 146843, + "n_ref": 127188 + }, + "10": { + "Dice": 0.8195060092955849, + "FN": 27675, + "FP": 4208, + "IoU": 0.6942059982927788, + "TN": 75092465, + "TP": 72380, + "n_pred": 76588, + "n_ref": 100055 + }, + "11": { + "Dice": 0.5868396077190763, + "FN": 1689, + "FP": 923, + "IoU": 0.41526751734945155, + "TN": 75192261, + "TP": 1855, + "n_pred": 2778, + "n_ref": 3544 + }, + "12": { + "Dice": 0.6191133004926108, + "FN": 1535, + "FP": 398, + "IoU": 0.4483447488584475, + "TN": 75193224, + "TP": 1571, + "n_pred": 1969, + "n_ref": 3106 + }, + "13": { + "Dice": 0.4250430638121511, + "FN": 38851, + "FP": 5542, + "IoU": 0.2698759909213513, + "TN": 75135926, + "TP": 16409, + "n_pred": 21951, + "n_ref": 55260 + }, + "14": { + "Dice": 0.948000222300439, + "FN": 5121, + "FP": 8914, + "IoU": 0.9011410861449602, + "TN": 75054758, + "TP": 127935, + "n_pred": 136849, + "n_ref": 133056 + }, + "15": { + "Dice": 0.08001233513616092, + "FN": 70439, + "FP": 7127, + "IoU": 0.04167335894933221, + "TN": 75115789, + "TP": 3373, + "n_pred": 10500, + "n_ref": 73812 + }, + "2": { + "Dice": 0.858312166959353, + "FN": 32432, + "FP": 5166, + "IoU": 0.7517923394816409, + "TN": 75045250, + "TP": 113880, + "n_pred": 119046, + "n_ref": 146312 + }, + "3": { + "Dice": 0.8874695712653385, + "FN": 4604, + "FP": 31638, + "IoU": 0.7977036387891914, + "TN": 75017575, + "TP": 142911, + "n_pred": 174549, + "n_ref": 147515 + }, + "4": { + "Dice": 0.6744883603641866, + "FN": 12258, + "FP": 5, + "IoU": 0.5088513297020186, + "TN": 75171760, + "TP": 12705, + "n_pred": 12710, + "n_ref": 24963 + }, + "5": { + "Dice": 0.05652996845425867, + "FN": 7477, + "FP": 0, + "IoU": 0.029087131541358266, + "TN": 75189027, + "TP": 224, + "n_pred": 224, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9726148243782434, + "FN": 41013, + "FP": 27436, + "IoU": 0.9466895643979221, + "TN": 73912758, + "TP": 1215521, + "n_pred": 1242957, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.898154082403183, + "FN": 10273, + "FP": 21827, + "IoU": 0.8151358262161587, + "TN": 75023087, + "TP": 141541, + "n_pred": 163368, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9149187791442245, + "FN": 10083, + "FP": 3802, + "IoU": 0.843179995708203, + "TN": 75108187, + "TP": 74656, + "n_pred": 78458, + "n_ref": 84739 + }, + "9": { + "Dice": 0.7764207413305276, + "FN": 22625, + "FP": 8825, + "IoU": 0.6345487926747078, + "TN": 75110670, + "TP": 54608, + "n_pred": 63433, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9759254550762305, + "FN": 8580, + "FP": 1646, + "IoU": 0.9529828271914297, + "TN": 86710377, + "TP": 207269, + "n_pred": 208915, + "n_ref": 215849 + }, + "10": { + "Dice": 0.660304458697164, + "FN": 26103, + "FP": 17857, + "IoU": 0.4928765068927727, + "TN": 86841187, + "TP": 42725, + "n_pred": 60582, + "n_ref": 68828 + }, + "11": { + "Dice": 0.38190045248868776, + "FN": 1535, + "FP": 1880, + "IoU": 0.2360178970917226, + "TN": 86923402, + "TP": 1055, + "n_pred": 2935, + "n_ref": 2590 + }, + "12": { + "Dice": 0.457150437781905, + "FN": 3192, + "FP": 900, + "IoU": 0.29630266552020634, + "TN": 86922057, + "TP": 1723, + "n_pred": 2623, + "n_ref": 4915 + }, + "13": { + "Dice": 0.4630438172462186, + "FN": 37544, + "FP": 3778, + "IoU": 0.3012732714452392, + "TN": 86868733, + "TP": 17817, + "n_pred": 21595, + "n_ref": 55361 + }, + "14": { + "Dice": 0.8125596635620114, + "FN": 20290, + "FP": 8770, + "IoU": 0.6842951503563358, + "TN": 86835824, + "TP": 62988, + "n_pred": 71758, + "n_ref": 83278 + }, + "15": { + "Dice": 0.13072987604582756, + "FN": 151231, + "FP": 667, + "IoU": 0.06993632133235367, + "TN": 86764552, + "TP": 11422, + "n_pred": 12089, + "n_ref": 162653 + }, + "2": { + "Dice": 0.8175212996976817, + "FN": 18621, + "FP": 28520, + "IoU": 0.6913623894355732, + "TN": 86775133, + "TP": 105598, + "n_pred": 134118, + "n_ref": 124219 + }, + "3": { + "Dice": 0.8331213601981391, + "FN": 39668, + "FP": 12685, + "IoU": 0.7139743001376778, + "TN": 86744836, + "TP": 130683, + "n_pred": 143368, + "n_ref": 170351 + }, + "4": { + "Dice": 0.21718969049929904, + "FN": 14508, + "FP": 10, + "IoU": 0.1218243406726349, + "TN": 86911340, + "TP": 2014, + "n_pred": 2024, + "n_ref": 16522 + }, + "5": { + "Dice": 0.5898392282958199, + "FN": 3180, + "FP": 9, + "IoU": 0.4182780007296607, + "TN": 86922390, + "TP": 2293, + "n_pred": 2302, + "n_ref": 5473 + }, + "6": { + "Dice": 0.9019467845390935, + "FN": 52552, + "FP": 191349, + "IoU": 0.821405348884209, + "TN": 85562204, + "TP": 1121767, + "n_pred": 1313116, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.6358255762550475, + "FN": 542094, + "FP": 9029, + "IoU": 0.4660881813848771, + "TN": 85895636, + "TP": 481113, + "n_pred": 490142, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9451022402646219, + "FN": 4101, + "FP": 1741, + "IoU": 0.8959183309875466, + "TN": 86871743, + "TP": 50287, + "n_pred": 52028, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8378348963340528, + "FN": 4571, + "FP": 13309, + "IoU": 0.7209258767890868, + "TN": 86863803, + "TP": 46189, + "n_pred": 59498, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.955789545115248, + "FN": 3954, + "FP": 3864, + "IoU": 0.9153227116661432, + "TN": 37657273, + "TP": 84509, + "n_pred": 88373, + "n_ref": 88463 + }, + "10": { + "Dice": 0.7406027733715397, + "FN": 23060, + "FP": 2287, + "IoU": 0.58806130243292, + "TN": 37688069, + "TP": 36184, + "n_pred": 38471, + "n_ref": 59244 + }, + "11": { + "Dice": 0.8298959318826868, + "FN": 395, + "FP": 504, + "IoU": 0.7092496765847348, + "TN": 37746508, + "TP": 2193, + "n_pred": 2697, + "n_ref": 2588 + }, + "12": { + "Dice": 0.18964982956306167, + "FN": 2611, + "FP": 4, + "IoU": 0.1047586442998973, + "TN": 37746679, + "TP": 306, + "n_pred": 310, + "n_ref": 2917 + }, + "13": { + "Dice": 0.5965078588465538, + "FN": 25378, + "FP": 1012, + "IoU": 0.4250168856352267, + "TN": 37703703, + "TP": 19507, + "n_pred": 20519, + "n_ref": 44885 + }, + "14": { + "Dice": 0.34379977527812416, + "FN": 16742, + "FP": 302128, + "IoU": 0.2075834613148046, + "TN": 37347198, + "TP": 83532, + "n_pred": 385660, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 24540, + "IoU": 0.0, + "TN": 37725060, + "TP": 0, + "n_pred": 24540, + "n_ref": 0 + }, + "2": { + "Dice": 0.6260454650201298, + "FN": 54048, + "FP": 1126, + "IoU": 0.4556522425462223, + "TN": 37648242, + "TP": 46184, + "n_pred": 47310, + "n_ref": 100232 + }, + "3": { + "Dice": 0.7993717307664596, + "FN": 5488, + "FP": 36281, + "IoU": 0.6657945271243398, + "TN": 37624620, + "TP": 83211, + "n_pred": 119492, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 0, + "IoU": 0.0, + "TN": 37737906, + "TP": 0, + "n_pred": 0, + "n_ref": 11694 + }, + "5": { + "Dice": 0.6346063808440907, + "FN": 5305, + "FP": 158, + "IoU": 0.46477907318506906, + "TN": 37739393, + "TP": 4744, + "n_pred": 4902, + "n_ref": 10049 + }, + "6": { + "Dice": 0.9439494725714671, + "FN": 71018, + "FP": 8728, + "IoU": 0.8938487771697533, + "TN": 36998351, + "TP": 671503, + "n_pred": 680231, + "n_ref": 742521 + }, + "7": { + "Dice": 0.8405950614800473, + "FN": 77852, + "FP": 23578, + "IoU": 0.7250228402106993, + "TN": 37380733, + "TP": 267437, + "n_pred": 291015, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9302360717658168, + "FN": 4202, + "FP": 6880, + "IoU": 0.8695713579549467, + "TN": 37664634, + "TP": 73884, + "n_pred": 80764, + "n_ref": 78086 + }, + "9": { + "Dice": 0.8120129674002778, + "FN": 14444, + "FP": 4228, + "IoU": 0.6835200596620282, + "TN": 37690601, + "TP": 40327, + "n_pred": 44555, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9572516808271945, + "FN": 14998, + "FP": 1349, + "IoU": 0.9180083661861627, + "TN": 75707314, + "TP": 183027, + "n_pred": 184376, + "n_ref": 198025 + }, + "10": { + "Dice": 0.8812033143485744, + "FN": 14780, + "FP": 12002, + "IoU": 0.7876348988605457, + "TN": 75780575, + "TP": 99331, + "n_pred": 111333, + "n_ref": 114111 + }, + "11": { + "Dice": 0.6652954888249006, + "FN": 1916, + "FP": 525, + "IoU": 0.49845900965687284, + "TN": 75901821, + "TP": 2426, + "n_pred": 2951, + "n_ref": 4342 + }, + "12": { + "Dice": 0.0, + "FN": 4584, + "FP": 0, + "IoU": 0.0, + "TN": 75902104, + "TP": 0, + "n_pred": 0, + "n_ref": 4584 + }, + "13": { + "Dice": 0.6926004589967643, + "FN": 17207, + "FP": 4358, + "IoU": 0.52975424671275, + "TN": 75860829, + "TP": 24294, + "n_pred": 28652, + "n_ref": 41501 + }, + "14": { + "Dice": 0.8922031735161594, + "FN": 9031, + "FP": 18673, + "IoU": 0.8053852043862791, + "TN": 75764335, + "TP": 114649, + "n_pred": 133322, + "n_ref": 123680 + }, + "15": { + "Dice": 0.2689495305689558, + "FN": 157219, + "FP": 6143, + "IoU": 0.15536781585423862, + "TN": 75713276, + "TP": 30050, + "n_pred": 36193, + "n_ref": 187269 + }, + "2": { + "Dice": 0.8642391698286255, + "FN": 17444, + "FP": 37621, + "IoU": 0.7609341217536273, + "TN": 75676354, + "TP": 175269, + "n_pred": 212890, + "n_ref": 192713 + }, + "3": { + "Dice": 0.886671328317846, + "FN": 40742, + "FP": 13066, + "IoU": 0.7964147074180293, + "TN": 75642386, + "TP": 210494, + "n_pred": 223560, + "n_ref": 251236 + }, + "4": { + "Dice": 0.55162713076648, + "FN": 18608, + "FP": 199, + "IoU": 0.3808598893863577, + "TN": 75876312, + "TP": 11569, + "n_pred": 11768, + "n_ref": 30177 + }, + "5": { + "Dice": 0.8017010935601458, + "FN": 3031, + "FP": 233, + "IoU": 0.6690326505779761, + "TN": 75896826, + "TP": 6598, + "n_pred": 6831, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9240918042810226, + "FN": 219753, + "FP": 24574, + "IoU": 0.8588946603046337, + "TN": 74175166, + "TP": 1487195, + "n_pred": 1511769, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.7614705896090914, + "FN": 29198, + "FP": 124003, + "IoU": 0.6148183347287278, + "TN": 75508951, + "TP": 244536, + "n_pred": 368539, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9411217530975031, + "FN": 4737, + "FP": 6150, + "IoU": 0.8887912806316843, + "TN": 75808791, + "TP": 87010, + "n_pred": 93160, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8433501014914836, + "FN": 15632, + "FP": 7443, + "IoU": 0.729131695406684, + "TN": 75821499, + "TP": 62114, + "n_pred": 69557, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9460844788338348, + "FN": 3406, + "FP": 7039, + "IoU": 0.8976853076297667, + "TN": 61285663, + "TP": 91642, + "n_pred": 98681, + "n_ref": 95048 + }, + "10": { + "Dice": 0.8783994170061943, + "FN": 11758, + "FP": 6597, + "IoU": 0.7831659775546368, + "TN": 61303100, + "TP": 66295, + "n_pred": 72892, + "n_ref": 78053 + }, + "11": { + "Dice": 0.888760972801842, + "FN": 254, + "FP": 519, + "IoU": 0.7997927997927998, + "TN": 61383889, + "TP": 3088, + "n_pred": 3607, + "n_ref": 3342 + }, + "12": { + "Dice": 0.7016814660872851, + "FN": 1512, + "FP": 67, + "IoU": 0.5404540162980209, + "TN": 61384314, + "TP": 1857, + "n_pred": 1924, + "n_ref": 3369 + }, + "13": { + "Dice": 0.4592124209603706, + "FN": 24785, + "FP": 9767, + "IoU": 0.2980374629230832, + "TN": 61338528, + "TP": 14670, + "n_pred": 24437, + "n_ref": 39455 + }, + "14": { + "Dice": 0.8922919409097557, + "FN": 5454, + "FP": 9274, + "IoU": 0.8055298808989357, + "TN": 61312016, + "TP": 61006, + "n_pred": 70280, + "n_ref": 66460 + }, + "15": { + "Dice": 0.6904628776086924, + "FN": 19886, + "FP": 597, + "IoU": 0.5272572008862629, + "TN": 61344422, + "TP": 22845, + "n_pred": 23442, + "n_ref": 42731 + }, + "2": { + "Dice": 0.956990453063797, + "FN": 9417, + "FP": 1706, + "IoU": 0.9175279899162156, + "TN": 61252880, + "TP": 123747, + "n_pred": 125453, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9402634054562559, + "FN": 3685, + "FP": 12825, + "IoU": 0.8872614292055038, + "TN": 61241305, + "TP": 129935, + "n_pred": 142760, + "n_ref": 133620 + }, + "4": { + "Dice": 0.467981085196762, + "FN": 13137, + "FP": 139, + "IoU": 0.3054669108030343, + "TN": 61368635, + "TP": 5839, + "n_pred": 5978, + "n_ref": 18976 + }, + "5": { + "Dice": 0.4222500284381754, + "FN": 20271, + "FP": 45, + "IoU": 0.2676279740447008, + "TN": 61360010, + "TP": 7424, + "n_pred": 7469, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9369279591014994, + "FN": 112798, + "FP": 5936, + "IoU": 0.8813400438126608, + "TN": 60387126, + "TP": 881890, + "n_pred": 887826, + "n_ref": 994688 + }, + "7": { + "Dice": 0.9050170818116777, + "FN": 22648, + "FP": 10409, + "IoU": 0.8265125115458897, + "TN": 61197206, + "TP": 157487, + "n_pred": 167896, + "n_ref": 180135 + }, + "8": { + "Dice": 0.9164186815667912, + "FN": 21044, + "FP": 20047, + "IoU": 0.8457313410421985, + "TN": 61121390, + "TP": 225269, + "n_pred": 245316, + "n_ref": 246313 + }, + "9": { + "Dice": 0.8669601885154409, + "FN": 9814, + "FP": 11640, + "IoU": 0.7651630416935757, + "TN": 61296393, + "TP": 69903, + "n_pred": 81543, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9796070588871173, + "FN": 4272, + "FP": 3274, + "IoU": 0.9600292391465559, + "TN": 39560012, + "TP": 181242, + "n_pred": 184516, + "n_ref": 185514 + }, + "10": { + "Dice": 0.5436438548889558, + "FN": 24783, + "FP": 20629, + "IoU": 0.37329045969556035, + "TN": 39676339, + "TP": 27049, + "n_pred": 47678, + "n_ref": 51832 + }, + "11": { + "Dice": 0.7756363636363637, + "FN": 898, + "FP": 336, + "IoU": 0.6335016335016335, + "TN": 39745433, + "TP": 2133, + "n_pred": 2469, + "n_ref": 3031 + }, + "12": { + "Dice": 0.5998805018920533, + "FN": 1954, + "FP": 55, + "IoU": 0.42844950213371263, + "TN": 39745285, + "TP": 1506, + "n_pred": 1561, + "n_ref": 3460 + }, + "13": { + "Dice": 0.6079489393191909, + "FN": 24094, + "FP": 1336, + "IoU": 0.43672890779010787, + "TN": 39703653, + "TP": 19717, + "n_pred": 21053, + "n_ref": 43811 + }, + "14": { + "Dice": 0.1318893243930966, + "FN": 25947, + "FP": 71284, + "IoU": 0.0706003804353021, + "TN": 39644183, + "TP": 7386, + "n_pred": 78670, + "n_ref": 33333 + }, + "15": { + "Dice": 0.5162033187057815, + "FN": 31542, + "FP": 6273, + "IoU": 0.34789356602114196, + "TN": 39690811, + "TP": 20174, + "n_pred": 26447, + "n_ref": 51716 + }, + "2": { + "Dice": 0.8741852435041421, + "FN": 24300, + "FP": 2627, + "IoU": 0.7764911931205073, + "TN": 39628326, + "TP": 93547, + "n_pred": 96174, + "n_ref": 117847 + }, + "3": { + "Dice": 0.9141138778033837, + "FN": 4171, + "FP": 20277, + "IoU": 0.8418137584761116, + "TN": 39594248, + "TP": 130104, + "n_pred": 150381, + "n_ref": 134275 + }, + "4": { + "Dice": 0.4295851348229314, + "FN": 17265, + "FP": 18, + "IoU": 0.27354882098272454, + "TN": 39725009, + "TP": 6508, + "n_pred": 6526, + "n_ref": 23773 + }, + "5": { + "Dice": 0.8391879369893016, + "FN": 1543, + "FP": 366, + "IoU": 0.7229317851959361, + "TN": 39741910, + "TP": 4981, + "n_pred": 5347, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9680435233318101, + "FN": 36156, + "FP": 22724, + "IoU": 0.9380662316857282, + "TN": 38798107, + "TP": 891813, + "n_pred": 914537, + "n_ref": 927969 + }, + "7": { + "Dice": 0.7253682128693697, + "FN": 308832, + "FP": 11660, + "IoU": 0.5690805926802377, + "TN": 39005060, + "TP": 423248, + "n_pred": 434908, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9493696137887009, + "FN": 1944, + "FP": 3132, + "IoU": 0.9036190331523184, + "TN": 39696134, + "TP": 47590, + "n_pred": 50722, + "n_ref": 49534 + }, + "9": { + "Dice": 0.8953028135431569, + "FN": 4080, + "FP": 4702, + "IoU": 0.8104508860158425, + "TN": 39702469, + "TP": 37549, + "n_pred": 42251, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9264421935177442, + "FN": 7231, + "FP": 7017, + "IoU": 0.8629644234560896, + "TN": 101292635, + "TP": 89725, + "n_pred": 96742, + "n_ref": 96956 + }, + "10": { + "Dice": 0.8310803277774681, + "FN": 22756, + "FP": 1486, + "IoU": 0.7109815563265257, + "TN": 101312731, + "TP": 59635, + "n_pred": 61121, + "n_ref": 82391 + }, + "11": { + "Dice": 0.633081239326665, + "FN": 2934, + "FP": 74, + "IoU": 0.4631447438872033, + "TN": 101391005, + "TP": 2595, + "n_pred": 2669, + "n_ref": 5529 + }, + "12": { + "Dice": 0.33666191155492153, + "FN": 4163, + "FP": 22, + "IoU": 0.20240137221269297, + "TN": 101391361, + "TP": 1062, + "n_pred": 1084, + "n_ref": 5225 + }, + "13": { + "Dice": 0.8159774213355452, + "FN": 12071, + "FP": 5012, + "IoU": 0.6891569772731408, + "TN": 101341651, + "TP": 37874, + "n_pred": 42886, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9376578254562387, + "FN": 18493, + "FP": 2393, + "IoU": 0.8826325904447216, + "TN": 101218654, + "TP": 157068, + "n_pred": 159461, + "n_ref": 175561 + }, + "15": { + "Dice": 0.663468162582423, + "FN": 13391, + "FP": 287, + "IoU": 0.49641029417179044, + "TN": 101369447, + "TP": 13483, + "n_pred": 13770, + "n_ref": 26874 + }, + "2": { + "Dice": 0.6815244924471195, + "FN": 82324, + "FP": 10589, + "IoU": 0.5169034149993761, + "TN": 101204280, + "TP": 99415, + "n_pred": 110004, + "n_ref": 181739 + }, + "3": { + "Dice": 0.7955524866055452, + "FN": 9336, + "FP": 71790, + "IoU": 0.6605123741452759, + "TN": 101157642, + "TP": 157840, + "n_pred": 229630, + "n_ref": 167176 + }, + "4": { + "Dice": 0.6654377880184332, + "FN": 3648, + "FP": 2886, + "IoU": 0.4986187845303867, + "TN": 101383576, + "TP": 6498, + "n_pred": 9384, + "n_ref": 10146 + }, + "5": { + "Dice": 0.7747701349652363, + "FN": 12942, + "FP": 1927, + "IoU": 0.63234675963702, + "TN": 101356165, + "TP": 25574, + "n_pred": 27501, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9711142571078303, + "FN": 80298, + "FP": 23823, + "IoU": 0.9438504360824892, + "TN": 99542257, + "TP": 1750230, + "n_pred": 1774053, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.9217731391782388, + "FN": 51395, + "FP": 18131, + "IoU": 0.8548972138161327, + "TN": 100917458, + "TP": 409624, + "n_pred": 427755, + "n_ref": 461019 + }, + "8": { + "Dice": 0.9585257295187318, + "FN": 14090, + "FP": 6820, + "IoU": 0.920354690160319, + "TN": 101134069, + "TP": 241629, + "n_pred": 248449, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9247332598543297, + "FN": 5236, + "FP": 8012, + "IoU": 0.8600035929029599, + "TN": 101301977, + "TP": 81383, + "n_pred": 89395, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.69813990013128, + "FN": 100532, + "FP": 180, + "IoU": 0.5362633820651548, + "TN": 73666329, + "TP": 116463, + "n_pred": 116643, + "n_ref": 216995 + }, + "10": { + "Dice": 0.0, + "FN": 75841, + "FP": 29208, + "IoU": 0.0, + "TN": 73778455, + "TP": 0, + "n_pred": 29208, + "n_ref": 75841 + }, + "11": { + "Dice": 0.540404645037711, + "FN": 1745, + "FP": 5933, + "IoU": 0.370242782152231, + "TN": 73871312, + "TP": 4514, + "n_pred": 10447, + "n_ref": 6259 + }, + "12": { + "Dice": 0.0, + "FN": 5541, + "FP": 0, + "IoU": 0.0, + "TN": 73877963, + "TP": 0, + "n_pred": 0, + "n_ref": 5541 + }, + "13": { + "Dice": 0.0, + "FN": 61239, + "FP": 6109, + "IoU": 0.0, + "TN": 73816156, + "TP": 0, + "n_pred": 6109, + "n_ref": 61239 + }, + "14": { + "Dice": 0.804722423871929, + "FN": 16894, + "FP": 23994, + "IoU": 0.6732515023654264, + "TN": 73758368, + "TP": 84248, + "n_pred": 108242, + "n_ref": 101142 + }, + "15": { + "Dice": 0.5628679406316375, + "FN": 135121, + "FP": 94, + "IoU": 0.39166055545307715, + "TN": 73661235, + "TP": 87054, + "n_pred": 87148, + "n_ref": 222175 + }, + "2": { + "Dice": 0.6861144451421622, + "FN": 61573, + "FP": 56894, + "IoU": 0.5222025941341594, + "TN": 73635560, + "TP": 129477, + "n_pred": 186371, + "n_ref": 191050 + }, + "3": { + "Dice": 0.7075548546441535, + "FN": 78956, + "FP": 10796, + "IoU": 0.5474544565288639, + "TN": 73685177, + "TP": 108575, + "n_pred": 119371, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 0, + "IoU": 0.0, + "TN": 73835616, + "TP": 0, + "n_pred": 0, + "n_ref": 47888 + }, + "5": { + "Dice": 0.44351910134120953, + "FN": 10548, + "FP": 945, + "IoU": 0.2849499160082125, + "TN": 73867431, + "TP": 4580, + "n_pred": 5525, + "n_ref": 15128 + }, + "6": { + "Dice": 0.5918070561092105, + "FN": 796883, + "FP": 450782, + "IoU": 0.42025992153750436, + "TN": 71731393, + "TP": 904446, + "n_pred": 1355228, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.41754186999337106, + "FN": 120319, + "FP": 25539, + "IoU": 0.2638565040527309, + "TN": 73685366, + "TP": 52280, + "n_pred": 77819, + "n_ref": 172599 + }, + "8": { + "Dice": 0.6993179914649225, + "FN": 35612, + "FP": 2083, + "IoU": 0.5376548509751012, + "TN": 73801974, + "TP": 43835, + "n_pred": 45918, + "n_ref": 79447 + }, + "9": { + "Dice": 0.767022719984212, + "FN": 12449, + "FP": 34772, + "IoU": 0.6220899058045826, + "TN": 73758551, + "TP": 77732, + "n_pred": 112504, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9183044129237629, + "FN": 7330, + "FP": 24699, + "IoU": 0.8489490240095076, + "TN": 69283735, + "TP": 180012, + "n_pred": 204711, + "n_ref": 187342 + }, + "10": { + "Dice": 0.69700511205985, + "FN": 23638, + "FP": 14473, + "IoU": 0.5349254387035365, + "TN": 69413830, + "TP": 43835, + "n_pred": 58308, + "n_ref": 67473 + }, + "11": { + "Dice": 0.7448680351906158, + "FN": 667, + "FP": 1247, + "IoU": 0.5934579439252337, + "TN": 69491068, + "TP": 2794, + "n_pred": 4041, + "n_ref": 3461 + }, + "12": { + "Dice": 0.5280432073120066, + "FN": 1881, + "FP": 391, + "IoU": 0.3587355348574654, + "TN": 69492233, + "TP": 1271, + "n_pred": 1662, + "n_ref": 3152 + }, + "13": { + "Dice": 0.49660085752946737, + "FN": 47357, + "FP": 14399, + "IoU": 0.3303187047941269, + "TN": 69403559, + "TP": 30461, + "n_pred": 44860, + "n_ref": 77818 + }, + "14": { + "Dice": 0.8927058738712759, + "FN": 27210, + "FP": 2555, + "IoU": 0.8062048310436878, + "TN": 69342186, + "TP": 123825, + "n_pred": 126380, + "n_ref": 151035 + }, + "15": { + "Dice": 0.5514850875030811, + "FN": 58198, + "FP": 30, + "IoU": 0.3807244804628507, + "TN": 69401750, + "TP": 35798, + "n_pred": 35828, + "n_ref": 93996 + }, + "2": { + "Dice": 0.8943273335703078, + "FN": 25610, + "FP": 3821, + "IoU": 0.8088536152911912, + "TN": 69341805, + "TP": 124540, + "n_pred": 128361, + "n_ref": 150150 + }, + "3": { + "Dice": 0.837594004681384, + "FN": 44820, + "FP": 4720, + "IoU": 0.7205692400543745, + "TN": 69318487, + "TP": 127749, + "n_pred": 132469, + "n_ref": 172569 + }, + "4": { + "Dice": 0.467147337977107, + "FN": 25651, + "FP": 511, + "IoU": 0.3047568429444592, + "TN": 69458146, + "TP": 11468, + "n_pred": 11979, + "n_ref": 37119 + }, + "5": { + "Dice": 0.8140906082666506, + "FN": 5562, + "FP": 618, + "IoU": 0.6864694840444422, + "TN": 69476065, + "TP": 13531, + "n_pred": 14149, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9624261323507587, + "FN": 78121, + "FP": 28972, + "IoU": 0.9275736045003334, + "TN": 68017130, + "TP": 1371553, + "n_pred": 1400525, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.9502039228441417, + "FN": 15008, + "FP": 16224, + "IoU": 0.9051319046823504, + "TN": 69166561, + "TP": 297983, + "n_pred": 314207, + "n_ref": 312991 + }, + "8": { + "Dice": 0.8324053138955444, + "FN": 14685, + "FP": 15113, + "IoU": 0.7129231777105531, + "TN": 69391978, + "TP": 74000, + "n_pred": 89113, + "n_ref": 88685 + }, + "9": { + "Dice": 0.8744933362522472, + "FN": 14458, + "FP": 4461, + "IoU": 0.7769774843805257, + "TN": 69410946, + "TP": 65911, + "n_pred": 70372, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9641983599084372, + "FN": 5702, + "FP": 8906, + "IoU": 0.9308716288798345, + "TN": 50622235, + "TP": 196709, + "n_pred": 205615, + "n_ref": 202411 + }, + "10": { + "Dice": 0.8589542174704909, + "FN": 14058, + "FP": 6232, + "IoU": 0.752778048542743, + "TN": 50751480, + "TP": 61782, + "n_pred": 68014, + "n_ref": 75840 + }, + "11": { + "Dice": 0.8486150907354346, + "FN": 1398, + "FP": 504, + "IoU": 0.7370385732061385, + "TN": 50826319, + "TP": 5331, + "n_pred": 5835, + "n_ref": 6729 + }, + "12": { + "Dice": 0.22420172673701522, + "FN": 5481, + "FP": 180, + "IoU": 0.1262540515511653, + "TN": 50827073, + "TP": 818, + "n_pred": 998, + "n_ref": 6299 + }, + "13": { + "Dice": 0.6512345312815159, + "FN": 20819, + "FP": 8576, + "IoU": 0.48283748834427065, + "TN": 50776713, + "TP": 27444, + "n_pred": 36020, + "n_ref": 48263 + }, + "14": { + "Dice": 0.34923194183864914, + "FN": 38824, + "FP": 5574, + "IoU": 0.21155724458809114, + "TN": 50777241, + "TP": 11913, + "n_pred": 17487, + "n_ref": 50737 + }, + "15": { + "Dice": 5.54139421478444e-05, + "FN": 34755, + "FP": 1335, + "IoU": 2.770773877143886e-05, + "TN": 50797461, + "TP": 1, + "n_pred": 1336, + "n_ref": 34756 + }, + "2": { + "Dice": 0.7466588665447897, + "FN": 84438, + "FP": 2173, + "IoU": 0.5957347497934589, + "TN": 50619309, + "TP": 127632, + "n_pred": 129805, + "n_ref": 212070 + }, + "3": { + "Dice": 0.8252703352345845, + "FN": 6575, + "FP": 76658, + "IoU": 0.7025193625287266, + "TN": 50553759, + "TP": 196560, + "n_pred": 273218, + "n_ref": 203135 + }, + "4": { + "Dice": 0.48477476381624296, + "FN": 11987, + "FP": 720, + "IoU": 0.31993577736151996, + "TN": 50814867, + "TP": 5978, + "n_pred": 6698, + "n_ref": 17965 + }, + "5": { + "Dice": 0.8232291573385869, + "FN": 3651, + "FP": 297, + "IoU": 0.6995662430560841, + "TN": 50820411, + "TP": 9193, + "n_pred": 9490, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9727147697189235, + "FN": 54436, + "FP": 65729, + "IoU": 0.9468789592670167, + "TN": 48571454, + "TP": 2141933, + "n_pred": 2207662, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.8531195909357979, + "FN": 13469, + "FP": 60527, + "IoU": 0.7438609851500572, + "TN": 50544662, + "TP": 214894, + "n_pred": 275421, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9633713945242677, + "FN": 4295, + "FP": 3205, + "IoU": 0.9293312855110291, + "TN": 50727423, + "TP": 98629, + "n_pred": 101834, + "n_ref": 102924 + }, + "9": { + "Dice": 0.9181593562482966, + "FN": 12370, + "FP": 5947, + "IoU": 0.848701110973444, + "TN": 50712487, + "TP": 102748, + "n_pred": 108695, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9679019529403208, + "FN": 12345, + "FP": 894, + "IoU": 0.9378003918307517, + "TN": 76672013, + "TP": 199608, + "n_pred": 200502, + "n_ref": 211953 + }, + "10": { + "Dice": 0.753122616727396, + "FN": 20521, + "FP": 8613, + "IoU": 0.6040069591692492, + "TN": 76811288, + "TP": 44438, + "n_pred": 53051, + "n_ref": 64959 + }, + "11": { + "Dice": 0.8280653004515457, + "FN": 490, + "FP": 500, + "IoU": 0.7065797273266153, + "TN": 76881486, + "TP": 2384, + "n_pred": 2884, + "n_ref": 2874 + }, + "12": { + "Dice": 0.009916094584286803, + "FN": 2596, + "FP": 0, + "IoU": 0.004982752012265236, + "TN": 76882251, + "TP": 13, + "n_pred": 13, + "n_ref": 2609 + }, + "13": { + "Dice": 0.5732682871965021, + "FN": 22395, + "FP": 7958, + "IoU": 0.40180524625056663, + "TN": 76834119, + "TP": 20388, + "n_pred": 28346, + "n_ref": 42783 + }, + "14": { + "Dice": 0.8589138617642246, + "FN": 18530, + "FP": 2160, + "IoU": 0.7527160597114821, + "TN": 76801191, + "TP": 62979, + "n_pred": 65139, + "n_ref": 81509 + }, + "15": { + "Dice": 0.36496523857626717, + "FN": 30802, + "FP": 1259, + "IoU": 0.22321558366041575, + "TN": 76843586, + "TP": 9213, + "n_pred": 10472, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9268854456161724, + "FN": 6511, + "FP": 8853, + "IoU": 0.8637339246119734, + "TN": 76772110, + "TP": 97386, + "n_pred": 106239, + "n_ref": 103897 + }, + "3": { + "Dice": 0.9143119712409115, + "FN": 12843, + "FP": 3008, + "IoU": 0.8421498137784063, + "TN": 76784442, + "TP": 84567, + "n_pred": 87575, + "n_ref": 97410 + }, + "4": { + "Dice": 0.579618559635639, + "FN": 14701, + "FP": 67, + "IoU": 0.4080724678343821, + "TN": 76859911, + "TP": 10181, + "n_pred": 10248, + "n_ref": 24882 + }, + "5": { + "Dice": 0.8357782015549362, + "FN": 4360, + "FP": 118, + "IoU": 0.7178857178857179, + "TN": 76868987, + "TP": 11395, + "n_pred": 11513, + "n_ref": 15755 + }, + "6": { + "Dice": 0.965591439709372, + "FN": 39692, + "FP": 38088, + "IoU": 0.9334720117146738, + "TN": 75715728, + "TP": 1091352, + "n_pred": 1129440, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.8305696661222827, + "FN": 36811, + "FP": 13920, + "IoU": 0.7102344124837213, + "TN": 76709784, + "TP": 124345, + "n_pred": 138265, + "n_ref": 161156 + }, + "8": { + "Dice": 0.8844235882230418, + "FN": 5122, + "FP": 13744, + "IoU": 0.7927951674903899, + "TN": 76793810, + "TP": 72184, + "n_pred": 85928, + "n_ref": 77306 + }, + "9": { + "Dice": 0.8973209656046551, + "FN": 13893, + "FP": 3929, + "IoU": 0.8137644206654405, + "TN": 76789164, + "TP": 77874, + "n_pred": 81803, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8404639419555533, + "FN": 27038, + "FP": 9990, + "IoU": 0.7248277758373401, + "TN": 130865369, + "TP": 97535, + "n_pred": 107525, + "n_ref": 124573 + }, + "10": { + "Dice": 0.5232272929983648, + "FN": 29405, + "FP": 21911, + "IoU": 0.354304552432242, + "TN": 130920458, + "TP": 28158, + "n_pred": 50069, + "n_ref": 57563 + }, + "11": { + "Dice": 0.6482798947471007, + "FN": 2242, + "FP": 1367, + "IoU": 0.47959625090122565, + "TN": 130992997, + "TP": 3326, + "n_pred": 4693, + "n_ref": 5568 + }, + "12": { + "Dice": 0.33696145124716553, + "FN": 5816, + "FP": 32, + "IoU": 0.2026179438232888, + "TN": 130992598, + "TP": 1486, + "n_pred": 1518, + "n_ref": 7302 + }, + "13": { + "Dice": 0.1557088122605364, + "FN": 71305, + "FP": 5821, + "IoU": 0.08442745554262922, + "TN": 130915694, + "TP": 7112, + "n_pred": 12933, + "n_ref": 78417 + }, + "14": { + "Dice": 0.01304552809503159, + "FN": 939913, + "FP": 20, + "IoU": 0.006565589840880626, + "TN": 130053787, + "TP": 6212, + "n_pred": 6232, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 117, + "IoU": 0.0, + "TN": 130974505, + "TP": 0, + "n_pred": 117, + "n_ref": 25310 + }, + "2": { + "Dice": 0.819770786527494, + "FN": 45719, + "FP": 30410, + "IoU": 0.6945860830842677, + "TN": 130750667, + "TP": 173136, + "n_pred": 203546, + "n_ref": 218855 + }, + "3": { + "Dice": 0.8797875936327129, + "FN": 31870, + "FP": 36769, + "IoU": 0.7853756918170164, + "TN": 130680122, + "TP": 251171, + "n_pred": 287940, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 67, + "IoU": 0.0, + "TN": 130997585, + "TP": 0, + "n_pred": 67, + "n_ref": 2280 + }, + "5": { + "Dice": 0.60907712305026, + "FN": 12473, + "FP": 1963, + "IoU": 0.4378942449964956, + "TN": 130974250, + "TP": 11246, + "n_pred": 13209, + "n_ref": 23719 + }, + "6": { + "Dice": 0.9296984876084182, + "FN": 115889, + "FP": 89355, + "IoU": 0.868632321681965, + "TN": 129437569, + "TP": 1357119, + "n_pred": 1446474, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.5672325799395896, + "FN": 108762, + "FP": 36663, + "IoU": 0.3958999709217796, + "TN": 130759202, + "TP": 95305, + "n_pred": 131968, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9036566101761023, + "FN": 10181, + "FP": 14520, + "IoU": 0.8242459603110792, + "TN": 130859389, + "TP": 115842, + "n_pred": 130362, + "n_ref": 126023 + }, + "9": { + "Dice": 0.726571384662671, + "FN": 9941, + "FP": 25643, + "IoU": 0.5705631049214357, + "TN": 130917070, + "TP": 47278, + "n_pred": 72921, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9670088619812232, + "FN": 2312, + "FP": 1448, + "IoU": 0.9361250318525439, + "TN": 74367833, + "TP": 55105, + "n_pred": 56553, + "n_ref": 57417 + }, + "10": { + "Dice": 0.3524407039020658, + "FN": 61501, + "FP": 1976, + "IoU": 0.21391685551881712, + "TN": 74345947, + "TP": 17274, + "n_pred": 19250, + "n_ref": 78775 + }, + "11": { + "Dice": 0.7430989320975216, + "FN": 544, + "FP": 731, + "IoU": 0.5912151330554665, + "TN": 74423579, + "TP": 1844, + "n_pred": 2575, + "n_ref": 2388 + }, + "12": { + "Dice": 0.22149837133550487, + "FN": 2151, + "FP": 0, + "IoU": 0.12454212454212454, + "TN": 74424241, + "TP": 306, + "n_pred": 306, + "n_ref": 2457 + }, + "13": { + "Dice": 0.27917871557953045, + "FN": 85032, + "FP": 9441, + "IoU": 0.1622357406356413, + "TN": 74313930, + "TP": 18295, + "n_pred": 27736, + "n_ref": 103327 + }, + "14": { + "Dice": 0.851132612995125, + "FN": 38992, + "FP": 7149, + "IoU": 0.7408449596728899, + "TN": 74248654, + "TP": 131903, + "n_pred": 139052, + "n_ref": 170895 + }, + "15": { + "Dice": 0.513258012451003, + "FN": 14427, + "FP": 350, + "IoU": 0.34522332506203474, + "TN": 74404130, + "TP": 7791, + "n_pred": 8141, + "n_ref": 22218 + }, + "2": { + "Dice": 0.9180943623730254, + "FN": 12916, + "FP": 5968, + "IoU": 0.8485900529982922, + "TN": 74301977, + "TP": 105837, + "n_pred": 111805, + "n_ref": 118753 + }, + "3": { + "Dice": 0.9361537785017532, + "FN": 8782, + "FP": 7915, + "IoU": 0.879970957816948, + "TN": 74287590, + "TP": 122411, + "n_pred": 130326, + "n_ref": 131193 + }, + "4": { + "Dice": 0.016593460224499756, + "FN": 30205, + "FP": 20, + "IoU": 0.008366141732283465, + "TN": 74396218, + "TP": 255, + "n_pred": 275, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9405919933133404, + "FN": 55952, + "FP": 49099, + "IoU": 0.8878467855411808, + "TN": 73490024, + "TP": 831623, + "n_pred": 880722, + "n_ref": 887575 + }, + "7": { + "Dice": 0.44869042507513957, + "FN": 106623, + "FP": 1233, + "IoU": 0.28923332410739, + "TN": 74274952, + "TP": 43890, + "n_pred": 45123, + "n_ref": 150513 + }, + "8": { + "Dice": 0.7128090452712593, + "FN": 3546, + "FP": 28433, + "IoU": 0.5537710179306495, + "TN": 74355033, + "TP": 39686, + "n_pred": 68119, + "n_ref": 43232 + }, + "9": { + "Dice": 0.847961657580896, + "FN": 3518, + "FP": 7331, + "IoU": 0.7360533294406735, + "TN": 74385595, + "TP": 30254, + "n_pred": 37585, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9349222300654777, + "FN": 5969, + "FP": 12746, + "IoU": 0.8777971491442862, + "TN": 106493541, + "TP": 134432, + "n_pred": 147178, + "n_ref": 140401 + }, + "10": { + "Dice": 0.8620736188676895, + "FN": 16296, + "FP": 10278, + "IoU": 0.7575829448737013, + "TN": 106537067, + "TP": 83047, + "n_pred": 93325, + "n_ref": 99343 + }, + "11": { + "Dice": 0.512724658519051, + "FN": 2868, + "FP": 521, + "IoU": 0.3447409126063418, + "TN": 106641516, + "TP": 1783, + "n_pred": 2304, + "n_ref": 4651 + }, + "12": { + "Dice": 0.7275850223290965, + "FN": 2293, + "FP": 86, + "IoU": 0.5718142548596112, + "TN": 106641132, + "TP": 3177, + "n_pred": 3263, + "n_ref": 5470 + }, + "13": { + "Dice": 0.7107147872489818, + "FN": 15638, + "FP": 4962, + "IoU": 0.5512471408343318, + "TN": 106600783, + "TP": 25305, + "n_pred": 30267, + "n_ref": 40943 + }, + "14": { + "Dice": 0.8223479691176818, + "FN": 18010, + "FP": 4563, + "IoU": 0.6982945280547462, + "TN": 106571870, + "TP": 52245, + "n_pred": 56808, + "n_ref": 70255 + }, + "15": { + "Dice": 0.2697051792828685, + "FN": 22330, + "FP": 583, + "IoU": 0.1558723843206602, + "TN": 106619544, + "TP": 4231, + "n_pred": 4814, + "n_ref": 26561 + }, + "2": { + "Dice": 0.854453809202634, + "FN": 20715, + "FP": 35823, + "IoU": 0.7458920609808716, + "TN": 106424192, + "TP": 165958, + "n_pred": 201781, + "n_ref": 186673 + }, + "3": { + "Dice": 0.7899986606607877, + "FN": 38422, + "FP": 21160, + "IoU": 0.6528907324120896, + "TN": 106475036, + "TP": 112070, + "n_pred": 133230, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8448906914630527, + "FN": 1542, + "FP": 1594, + "IoU": 0.731437869315749, + "TN": 106635011, + "TP": 8541, + "n_pred": 10135, + "n_ref": 10083 + }, + "5": { + "Dice": 0.7110862262038073, + "FN": 1902, + "FP": 162, + "IoU": 0.5516941789748045, + "TN": 106642084, + "TP": 2540, + "n_pred": 2702, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9210162215336845, + "FN": 171572, + "FP": 17270, + "IoU": 0.8535959853287427, + "TN": 105356819, + "TP": 1101027, + "n_pred": 1118297, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.8994173041502632, + "FN": 29444, + "FP": 39309, + "IoU": 0.8172191944702911, + "TN": 106270538, + "TP": 307397, + "n_pred": 346706, + "n_ref": 336841 + }, + "8": { + "Dice": 0.8951276033594592, + "FN": 10387, + "FP": 3823, + "IoU": 0.8101637855024447, + "TN": 106571834, + "TP": 60644, + "n_pred": 64467, + "n_ref": 71031 + }, + "9": { + "Dice": 0.8846954741708921, + "FN": 9884, + "FP": 9718, + "IoU": 0.7932322102909222, + "TN": 106551886, + "TP": 75200, + "n_pred": 84918, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9281738130848838, + "FN": 8597, + "FP": 14022, + "IoU": 0.8659741891139211, + "TN": 107958162, + "TP": 146147, + "n_pred": 160169, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8753118674386857, + "FN": 6764, + "FP": 14426, + "IoU": 0.7782707419925288, + "TN": 108031361, + "TP": 74377, + "n_pred": 88803, + "n_ref": 81141 + }, + "11": { + "Dice": 0.8007609823590454, + "FN": 722, + "FP": 430, + "IoU": 0.6677242572829536, + "TN": 108123461, + "TP": 2315, + "n_pred": 2745, + "n_ref": 3037 + }, + "12": { + "Dice": 0.7414504716981132, + "FN": 1459, + "FP": 295, + "IoU": 0.5891309440149918, + "TN": 108122659, + "TP": 2515, + "n_pred": 2810, + "n_ref": 3974 + }, + "13": { + "Dice": 0.6253220079370605, + "FN": 41496, + "FP": 1556, + "IoU": 0.4548861708323837, + "TN": 108047950, + "TP": 35926, + "n_pred": 37482, + "n_ref": 77422 + }, + "14": { + "Dice": 0.7373635799000325, + "FN": 14962, + "FP": 2798, + "IoU": 0.5839872572673397, + "TN": 108084237, + "TP": 24931, + "n_pred": 27729, + "n_ref": 39893 + }, + "15": { + "Dice": 0.5305028661975113, + "FN": 15848, + "FP": 4300, + "IoU": 0.3610097998794837, + "TN": 108095397, + "TP": 11383, + "n_pred": 15683, + "n_ref": 27231 + }, + "2": { + "Dice": 0.8810053227032881, + "FN": 37459, + "FP": 3855, + "IoU": 0.7873185999701421, + "TN": 107932675, + "TP": 152939, + "n_pred": 156794, + "n_ref": 190398 + }, + "3": { + "Dice": 0.8985234055922086, + "FN": 8616, + "FP": 34666, + "IoU": 0.8157444381061039, + "TN": 107892026, + "TP": 191620, + "n_pred": 226286, + "n_ref": 200236 + }, + "4": { + "Dice": 0.11639853231724527, + "FN": 31247, + "FP": 59, + "IoU": 0.0617957324382642, + "TN": 108093560, + "TP": 2062, + "n_pred": 2121, + "n_ref": 33309 + }, + "5": { + "Dice": 0.8397122302158273, + "FN": 959, + "FP": 155, + "IoU": 0.7237103174603174, + "TN": 108122896, + "TP": 2918, + "n_pred": 3073, + "n_ref": 3877 + }, + "6": { + "Dice": 0.957249255747634, + "FN": 100110, + "FP": 23087, + "IoU": 0.9180039055584323, + "TN": 106624454, + "TP": 1379277, + "n_pred": 1402364, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.8584557889346265, + "FN": 36785, + "FP": 35631, + "IoU": 0.752012739071623, + "TN": 107834913, + "TP": 219599, + "n_pred": 255230, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9379776568318533, + "FN": 2240, + "FP": 3173, + "IoU": 0.8831995511824616, + "TN": 108080584, + "TP": 40931, + "n_pred": 44104, + "n_ref": 43171 + }, + "9": { + "Dice": 0.9022566908084921, + "FN": 3685, + "FP": 8893, + "IoU": 0.8219195537370276, + "TN": 108056297, + "TP": 58053, + "n_pred": 66946, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8045973331625874, + "FN": 23965, + "FP": 24863, + "IoU": 0.6730764080452074, + "TN": 62420804, + "TP": 100528, + "n_pred": 125391, + "n_ref": 124493 + }, + "10": { + "Dice": 0.7061134023510928, + "FN": 21394, + "FP": 10031, + "IoU": 0.5457305173684895, + "TN": 62500983, + "TP": 37752, + "n_pred": 47783, + "n_ref": 59146 + }, + "11": { + "Dice": 0.5991513437057991, + "FN": 993, + "FP": 424, + "IoU": 0.4277059773828756, + "TN": 62567684, + "TP": 1059, + "n_pred": 1483, + "n_ref": 2052 + }, + "12": { + "Dice": 0.5753335502766027, + "FN": 2499, + "FP": 111, + "IoU": 0.4038373686614893, + "TN": 62565782, + "TP": 1768, + "n_pred": 1879, + "n_ref": 4267 + }, + "13": { + "Dice": 0.7341160978821464, + "FN": 14949, + "FP": 4435, + "IoU": 0.5799237170596394, + "TN": 62524016, + "TP": 26760, + "n_pred": 31195, + "n_ref": 41709 + }, + "14": { + "Dice": 0.9346981454941824, + "FN": 38444, + "FP": 5709, + "IoU": 0.8774021574643547, + "TN": 62210015, + "TP": 315992, + "n_pred": 321701, + "n_ref": 354436 + }, + "15": { + "Dice": 0.29819982996340516, + "FN": 71171, + "FP": 23758, + "IoU": 0.17522611362589816, + "TN": 62455063, + "TP": 20168, + "n_pred": 43926, + "n_ref": 91339 + }, + "2": { + "Dice": 0.8078388341191599, + "FN": 49219, + "FP": 6820, + "IoU": 0.6776255234939482, + "TN": 62396328, + "TP": 117793, + "n_pred": 124613, + "n_ref": 167012 + }, + "3": { + "Dice": 0.8801378381770673, + "FN": 7332, + "FP": 45191, + "IoU": 0.7859340802660592, + "TN": 62324801, + "TP": 192836, + "n_pred": 238027, + "n_ref": 200168 + }, + "4": { + "Dice": 0.6507185218978102, + "FN": 12069, + "FP": 181, + "IoU": 0.48227040277249483, + "TN": 62546499, + "TP": 11411, + "n_pred": 11592, + "n_ref": 23480 + }, + "5": { + "Dice": 0.5440396179695791, + "FN": 5099, + "FP": 57, + "IoU": 0.37366375121477163, + "TN": 62561928, + "TP": 3076, + "n_pred": 3133, + "n_ref": 8175 + }, + "6": { + "Dice": 0.967811547922091, + "FN": 59189, + "FP": 33827, + "IoU": 0.9376306680953269, + "TN": 61078786, + "TP": 1398358, + "n_pred": 1432185, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.8844726150202049, + "FN": 26086, + "FP": 16054, + "IoU": 0.7928739598232498, + "TN": 62366709, + "TP": 161311, + "n_pred": 177365, + "n_ref": 187397 + }, + "8": { + "Dice": 0.9093086880180756, + "FN": 3318, + "FP": 10008, + "IoU": 0.8336993959966056, + "TN": 62490028, + "TP": 66806, + "n_pred": 76814, + "n_ref": 70124 + }, + "9": { + "Dice": 0.8097954384707946, + "FN": 5516, + "FP": 15191, + "IoU": 0.6803834102520567, + "TN": 62505373, + "TP": 44080, + "n_pred": 59271, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8107299144084231, + "FN": 81084, + "FP": 12123, + "IoU": 0.681703781361946, + "TN": 55088417, + "TP": 199624, + "n_pred": 211747, + "n_ref": 280708 + }, + "10": { + "Dice": 0.7941903887787345, + "FN": 19892, + "FP": 9483, + "IoU": 0.6586366383117185, + "TN": 55295196, + "TP": 56677, + "n_pred": 66160, + "n_ref": 76569 + }, + "11": { + "Dice": 0.6972594008922881, + "FN": 1592, + "FP": 783, + "IoU": 0.5352250489236791, + "TN": 55376138, + "TP": 2735, + "n_pred": 3518, + "n_ref": 4327 + }, + "12": { + "Dice": 0.4469585177898016, + "FN": 3365, + "FP": 8, + "IoU": 0.2877956081081081, + "TN": 55376512, + "TP": 1363, + "n_pred": 1371, + "n_ref": 4728 + }, + "13": { + "Dice": 0.43692971086100024, + "FN": 37848, + "FP": 6027, + "IoU": 0.2795329895891491, + "TN": 55320350, + "TP": 17023, + "n_pred": 23050, + "n_ref": 54871 + }, + "14": { + "Dice": 0.9161572293989101, + "FN": 12386, + "FP": 2769, + "IoU": 0.8452861007605533, + "TN": 55283293, + "TP": 82800, + "n_pred": 85569, + "n_ref": 95186 + }, + "15": { + "Dice": 0.5601229892595962, + "FN": 48146, + "FP": 14229, + "IoU": 0.3890075229214011, + "TN": 55279160, + "TP": 39713, + "n_pred": 53942, + "n_ref": 87859 + }, + "2": { + "Dice": 0.8225228878367496, + "FN": 51350, + "FP": 10800, + "IoU": 0.6985468161887393, + "TN": 55175080, + "TP": 144018, + "n_pred": 154818, + "n_ref": 195368 + }, + "3": { + "Dice": 0.8424612846375942, + "FN": 15382, + "FP": 47639, + "IoU": 0.7278039805120763, + "TN": 55149720, + "TP": 168507, + "n_pred": 216146, + "n_ref": 183889 + }, + "4": { + "Dice": 0.5132423756019262, + "FN": 4851, + "FP": 1, + "IoU": 0.3452091767881242, + "TN": 55373838, + "TP": 2558, + "n_pred": 2559, + "n_ref": 7409 + }, + "5": { + "Dice": 0.7414482452243447, + "FN": 2302, + "FP": 26, + "IoU": 0.5891281327214967, + "TN": 55375582, + "TP": 3338, + "n_pred": 3364, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9507811867015962, + "FN": 90622, + "FP": 55172, + "IoU": 0.9061800785983319, + "TN": 53827271, + "TP": 1408183, + "n_pred": 1463355, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.7206197153874085, + "FN": 71064, + "FP": 9723, + "IoU": 0.563256854943344, + "TN": 55196272, + "TP": 104189, + "n_pred": 113912, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9402461767997016, + "FN": 2938, + "FP": 2669, + "IoU": 0.8872307475714487, + "TN": 55331527, + "TP": 44114, + "n_pred": 46783, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8549801659563159, + "FN": 7486, + "FP": 7247, + "IoU": 0.7466946340456991, + "TN": 55323085, + "TP": 43430, + "n_pred": 50677, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.890472814878603, + "FN": 25570, + "FP": 39169, + "IoU": 0.8025696231869914, + "TN": 110818707, + "TP": 263169, + "n_pred": 302338, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8085600009666856, + "FN": 15360, + "FP": 16326, + "IoU": 0.6786409736308316, + "TN": 111048015, + "TP": 66914, + "n_pred": 83240, + "n_ref": 82274 + }, + "11": { + "Dice": 0.8124274099883856, + "FN": 836, + "FP": 456, + "IoU": 0.6841075794621027, + "TN": 111142525, + "TP": 2798, + "n_pred": 3254, + "n_ref": 3634 + }, + "12": { + "Dice": 0.5675613672860748, + "FN": 1867, + "FP": 18, + "IoU": 0.39622037155669443, + "TN": 111143493, + "TP": 1237, + "n_pred": 1255, + "n_ref": 3104 + }, + "13": { + "Dice": 0.6377898568792699, + "FN": 30620, + "FP": 5697, + "IoU": 0.4682022521269274, + "TN": 111078324, + "TP": 31974, + "n_pred": 37671, + "n_ref": 62594 + }, + "14": { + "Dice": 0.29408347854949796, + "FN": 34028, + "FP": 0, + "IoU": 0.1723903103414729, + "TN": 111105499, + "TP": 7088, + "n_pred": 7088, + "n_ref": 41116 + }, + "15": { + "Dice": 0.46231215949230675, + "FN": 17642, + "FP": 320, + "IoU": 0.30065410372216167, + "TN": 111120931, + "TP": 7722, + "n_pred": 8042, + "n_ref": 25364 + }, + "2": { + "Dice": 0.7913939318812031, + "FN": 9049, + "FP": 68362, + "IoU": 0.6547989065726045, + "TN": 110922366, + "TP": 146838, + "n_pred": 215200, + "n_ref": 155887 + }, + "3": { + "Dice": 0.7871372062512154, + "FN": 84671, + "FP": 1806, + "IoU": 0.6489911392353683, + "TN": 110900248, + "TP": 159890, + "n_pred": 161696, + "n_ref": 244561 + }, + "4": { + "Dice": 0.7942781855825334, + "FN": 6178, + "FP": 380, + "IoU": 0.6587574149235093, + "TN": 111127397, + "TP": 12660, + "n_pred": 13040, + "n_ref": 18838 + }, + "5": { + "Dice": 0.8370044052863436, + "FN": 397, + "FP": 1305, + "IoU": 0.7196969696969697, + "TN": 111140543, + "TP": 4370, + "n_pred": 5675, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9751992875251771, + "FN": 47116, + "FP": 32082, + "IoU": 0.9515989554399686, + "TN": 109510328, + "TP": 1557089, + "n_pred": 1589171, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.42510375839746767, + "FN": 253535, + "FP": 85003, + "IoU": 0.26992493039725857, + "TN": 110682912, + "TP": 125165, + "n_pred": 210168, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9490573556147734, + "FN": 4334, + "FP": 3848, + "IoU": 0.903053426069647, + "TN": 111062218, + "TP": 76215, + "n_pred": 80063, + "n_ref": 80549 + }, + "9": { + "Dice": 0.9200315544222055, + "FN": 5704, + "FP": 3014, + "IoU": 0.8519059590949243, + "TN": 111087747, + "TP": 50150, + "n_pred": 53164, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9614879538080274, + "FN": 14023, + "FP": 1051, + "IoU": 0.9258322590803082, + "TN": 96917783, + "TP": 188168, + "n_pred": 189219, + "n_ref": 202191 + }, + "10": { + "Dice": 0.830240275529737, + "FN": 18234, + "FP": 4735, + "IoU": 0.7097528305701577, + "TN": 97041889, + "TP": 56167, + "n_pred": 60902, + "n_ref": 74401 + }, + "11": { + "Dice": 0.5907172995780591, + "FN": 2232, + "FP": 96, + "IoU": 0.41916167664670656, + "TN": 97117017, + "TP": 1680, + "n_pred": 1776, + "n_ref": 3912 + }, + "12": { + "Dice": 0.25803262481463174, + "FN": 4500, + "FP": 3, + "IoU": 0.14812712826333713, + "TN": 97115739, + "TP": 783, + "n_pred": 786, + "n_ref": 5283 + }, + "13": { + "Dice": 0.7905089830566256, + "FN": 16589, + "FP": 1846, + "IoU": 0.653588139128474, + "TN": 97067808, + "TP": 34782, + "n_pred": 36628, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9391080943440685, + "FN": 9757, + "FP": 6265, + "IoU": 0.8852062018169834, + "TN": 96981453, + "TP": 123550, + "n_pred": 129815, + "n_ref": 133307 + }, + "15": { + "Dice": 0.5015891745808195, + "FN": 42144, + "FP": 10232, + "IoU": 0.33474743112624, + "TN": 97042294, + "TP": 26355, + "n_pred": 36587, + "n_ref": 68499 + }, + "2": { + "Dice": 0.8763082604918999, + "FN": 23130, + "FP": 17596, + "IoU": 0.7798475593275312, + "TN": 96936035, + "TP": 144264, + "n_pred": 161860, + "n_ref": 167394 + }, + "3": { + "Dice": 0.8746301020700531, + "FN": 29057, + "FP": 25638, + "IoU": 0.7771934398448767, + "TN": 96875543, + "TP": 190787, + "n_pred": 216425, + "n_ref": 219844 + }, + "4": { + "Dice": 0.8106040268456376, + "FN": 5155, + "FP": 489, + "IoU": 0.6815257871572057, + "TN": 97103303, + "TP": 12078, + "n_pred": 12567, + "n_ref": 17233 + }, + "5": { + "Dice": 0.7636717099146311, + "FN": 3423, + "FP": 2169, + "IoU": 0.617693306898202, + "TN": 97106398, + "TP": 9035, + "n_pred": 11204, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9772038189365513, + "FN": 50783, + "FP": 20922, + "IoU": 0.9554238048879954, + "TN": 95512431, + "TP": 1536889, + "n_pred": 1557811, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.8520331708243207, + "FN": 75451, + "FP": 11837, + "IoU": 0.7422106189567693, + "TN": 96782423, + "TP": 251314, + "n_pred": 263151, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9352396800522697, + "FN": 8498, + "FP": 4189, + "IoU": 0.8783569997219479, + "TN": 97016728, + "TP": 91610, + "n_pred": 95799, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9158561622529603, + "FN": 7118, + "FP": 9112, + "IoU": 0.8447736641257878, + "TN": 97016468, + "TP": 88327, + "n_pred": 97439, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9552439497898355, + "FN": 13850, + "FP": 3325, + "IoU": 0.9143224866682297, + "TN": 78855944, + "TP": 183286, + "n_pred": 186611, + "n_ref": 197136 + }, + "10": { + "Dice": 0.7228121702752566, + "FN": 34440, + "FP": 10483, + "IoU": 0.5659403835934103, + "TN": 78952910, + "TP": 58572, + "n_pred": 69055, + "n_ref": 93012 + }, + "11": { + "Dice": 0.6989200863930886, + "FN": 582, + "FP": 1509, + "IoU": 0.5371845949535192, + "TN": 79051887, + "TP": 2427, + "n_pred": 3936, + "n_ref": 3009 + }, + "12": { + "Dice": 0.2454832234012045, + "FN": 2576, + "FP": 55, + "IoU": 0.13991500490356326, + "TN": 79053346, + "TP": 428, + "n_pred": 483, + "n_ref": 3004 + }, + "13": { + "Dice": 0.4978622327790974, + "FN": 41895, + "FP": 5670, + "IoU": 0.3314358001265022, + "TN": 78985260, + "TP": 23580, + "n_pred": 29250, + "n_ref": 65475 + }, + "14": { + "Dice": 0.48817530178945395, + "FN": 23542, + "FP": 6519, + "IoU": 0.32290470076806993, + "TN": 79012008, + "TP": 14336, + "n_pred": 20855, + "n_ref": 37878 + }, + "15": { + "Dice": 0.15711279729643562, + "FN": 34836, + "FP": 4821, + "IoU": 0.08525361566673587, + "TN": 79013052, + "TP": 3696, + "n_pred": 8517, + "n_ref": 38532 + }, + "2": { + "Dice": 0.8812887049638789, + "FN": 7652, + "FP": 20661, + "IoU": 0.7877713480450947, + "TN": 78922997, + "TP": 105095, + "n_pred": 125756, + "n_ref": 112747 + }, + "3": { + "Dice": 0.8487785071394736, + "FN": 27312, + "FP": 6207, + "IoU": 0.7372851466058454, + "TN": 78928818, + "TP": 94068, + "n_pred": 100275, + "n_ref": 121380 + }, + "4": { + "Dice": 0.2904153037962137, + "FN": 7017, + "FP": 142, + "IoU": 0.1698747680890538, + "TN": 79047781, + "TP": 1465, + "n_pred": 1607, + "n_ref": 8482 + }, + "5": { + "Dice": 0.7220608662709939, + "FN": 2099, + "FP": 102, + "IoU": 0.5650197628458498, + "TN": 79051345, + "TP": 2859, + "n_pred": 2961, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9212936005522532, + "FN": 158890, + "FP": 39268, + "IoU": 0.854072619782285, + "TN": 77698483, + "TP": 1159764, + "n_pred": 1199032, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.5476393511768859, + "FN": 294791, + "FP": 1213, + "IoU": 0.37706843105440263, + "TN": 78581226, + "TP": 179175, + "n_pred": 180388, + "n_ref": 473966 + }, + "8": { + "Dice": 0.6309630863169581, + "FN": 3110, + "FP": 30131, + "IoU": 0.46088098867949007, + "TN": 78994747, + "TP": 28417, + "n_pred": 58548, + "n_ref": 31527 + }, + "9": { + "Dice": 0.9151129386582549, + "FN": 6307, + "FP": 5749, + "IoU": 0.8435098650051921, + "TN": 78979365, + "TP": 64984, + "n_pred": 70733, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9614861222794631, + "FN": 15804, + "FP": 1630, + "IoU": 0.9258288626723562, + "TN": 122476889, + "TP": 217617, + "n_pred": 219247, + "n_ref": 233421 + }, + "10": { + "Dice": 0.818099822650114, + "FN": 29670, + "FP": 6228, + "IoU": 0.692190286733434, + "TN": 122595316, + "TP": 80726, + "n_pred": 86954, + "n_ref": 110396 + }, + "11": { + "Dice": 0.798549556809025, + "FN": 1209, + "FP": 291, + "IoU": 0.664654594232059, + "TN": 122707467, + "TP": 2973, + "n_pred": 3264, + "n_ref": 4182 + }, + "12": { + "Dice": 0.44519927536231885, + "FN": 4324, + "FP": 576, + "IoU": 0.28633847946402563, + "TN": 122705074, + "TP": 1966, + "n_pred": 2542, + "n_ref": 6290 + }, + "13": { + "Dice": 0.35498887417580166, + "FN": 40798, + "FP": 6451, + "IoU": 0.21579724817845347, + "TN": 122651689, + "TP": 13002, + "n_pred": 19453, + "n_ref": 53800 + }, + "14": { + "Dice": 0.8214452314439982, + "FN": 31094, + "FP": 2207, + "IoU": 0.6969936852832523, + "TN": 122602038, + "TP": 76601, + "n_pred": 78808, + "n_ref": 107695 + }, + "15": { + "Dice": 0.7254184680190666, + "FN": 21641, + "FP": 652, + "IoU": 0.569142459558184, + "TN": 122660199, + "TP": 29448, + "n_pred": 30100, + "n_ref": 51089 + }, + "2": { + "Dice": 0.6573442401799902, + "FN": 64337, + "FP": 11356, + "IoU": 0.489585089381444, + "TN": 122563643, + "TP": 72604, + "n_pred": 83960, + "n_ref": 136941 + }, + "3": { + "Dice": 0.7818971679956007, + "FN": 3692, + "FP": 75632, + "IoU": 0.6418975044241395, + "TN": 122490428, + "TP": 142188, + "n_pred": 217820, + "n_ref": 145880 + }, + "4": { + "Dice": 0.04148732663797226, + "FN": 64087, + "FP": 49, + "IoU": 0.021183077956168733, + "TN": 122646416, + "TP": 1388, + "n_pred": 1437, + "n_ref": 65475 + }, + "5": { + "Dice": 0.6972382218283858, + "FN": 7767, + "FP": 433, + "IoU": 0.5352000906926653, + "TN": 122694298, + "TP": 9442, + "n_pred": 9875, + "n_ref": 17209 + }, + "6": { + "Dice": 0.967161881613057, + "FN": 80993, + "FP": 29682, + "IoU": 0.936411877520112, + "TN": 120971442, + "TP": 1629823, + "n_pred": 1659505, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.6744327743815713, + "FN": 198733, + "FP": 156063, + "IoU": 0.50878805793265, + "TN": 121989653, + "TP": 367491, + "n_pred": 523554, + "n_ref": 566224 + }, + "8": { + "Dice": 0.6927520139856835, + "FN": 19156, + "FP": 84888, + "IoU": 0.5299315978277567, + "TN": 122490602, + "TP": 117294, + "n_pred": 202182, + "n_ref": 136450 + }, + "9": { + "Dice": 0.7746012028117367, + "FN": 9896, + "FP": 27845, + "IoU": 0.6321217260773362, + "TN": 122609349, + "TP": 64850, + "n_pred": 92695, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/loop_002/summary_cross_val.json b/nnActive_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/loop_002/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..98a316cc3d822e170a50cd2b8796cb8f7fc0de91 --- /dev/null +++ b/nnActive_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/loop_002/summary_cross_val.json @@ -0,0 +1,14568 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.42640728030044966, + "FN": 1296.822222222222, + "FP": 1113.6185185185184, + "IoU": 0.35450676564685785, + "TN": 256959.95925925922, + "TP": 3477.6, + "n_pred": 4591.218518518519, + "n_ref": 4774.4222222222215 + }, + "mean": { + "1": { + "Dice": 0.35090160825517513, + "FN": 282.6111111111111, + "FP": 763.7222222222222, + "IoU": 0.3137656732573789, + "TN": 259356.22222222222, + "TP": 2445.4444444444443, + "n_pred": 3209.1666666666665, + "n_ref": 2728.0555555555557 + }, + "10": { + "Dice": 0.572617825120752, + "FN": 1723.7777777777778, + "FP": 312.6111111111111, + "IoU": 0.4372771721845624, + "TN": 258807.33333333334, + "TP": 2004.2777777777778, + "n_pred": 2316.8888888888887, + "n_ref": 3728.0555555555557 + }, + "11": { + "Dice": 0.3473532704301935, + "FN": 79.5, + "FP": 26.666666666666668, + "IoU": 0.2661112472433227, + "TN": 262621.1666666667, + "TP": 120.66666666666667, + "n_pred": 147.33333333333334, + "n_ref": 200.16666666666666 + }, + "12": { + "Dice": 0.31439218007098346, + "FN": 189.5, + "FP": 38.666666666666664, + "IoU": 0.1967910760270065, + "TN": 262554.5, + "TP": 65.33333333333333, + "n_pred": 104.0, + "n_ref": 254.83333333333334 + }, + "13": { + "Dice": 0.32841471048820586, + "FN": 493.55555555555554, + "FP": 284.55555555555554, + "IoU": 0.27295470902466284, + "TN": 261037.72222222222, + "TP": 1032.1666666666667, + "n_pred": 1316.7222222222222, + "n_ref": 1525.7222222222222 + }, + "14": { + "Dice": 0.19119236452708627, + "FN": 4703.944444444444, + "FP": 2806.1666666666665, + "IoU": 0.13153923853197055, + "TN": 253989.55555555556, + "TP": 1348.3333333333333, + "n_pred": 4154.5, + "n_ref": 6052.277777777777 + }, + "15": { + "Dice": 0.1414822659903068, + "FN": 1197.0555555555557, + "FP": 808.8888888888889, + "IoU": 0.08235306650328426, + "TN": 260592.72222222222, + "TP": 249.33333333333334, + "n_pred": 1058.2222222222222, + "n_ref": 1446.388888888889 + }, + "2": { + "Dice": 0.8829587874660052, + "FN": 1000.8888888888889, + "FP": 80.33333333333333, + "IoU": 0.7998858425852374, + "TN": 259055.5, + "TP": 2711.277777777778, + "n_pred": 2791.6111111111113, + "n_ref": 3712.1666666666665 + }, + "3": { + "Dice": 0.4739580539481967, + "FN": 184.16666666666666, + "FP": 717.3888888888889, + "IoU": 0.4505178744502086, + "TN": 258701.88888888888, + "TP": 3244.5555555555557, + "n_pred": 3961.9444444444443, + "n_ref": 3428.722222222222 + }, + "4": { + "Dice": 0.0, + "FN": 0.0, + "FP": 162.16666666666666, + "IoU": 0.0, + "TN": 262685.8333333333, + "TP": 0.0, + "n_pred": 162.16666666666666, + "n_ref": 0.0 + }, + "5": { + "Dice": 0.44994009559057213, + "FN": 201.94444444444446, + "FP": 353.05555555555554, + "IoU": 0.32399009102257237, + "TN": 262052.66666666666, + "TP": 240.33333333333334, + "n_pred": 593.3888888888889, + "n_ref": 442.27777777777777 + }, + "6": { + "Dice": 0.5882194978733637, + "FN": 6583.666666666667, + "FP": 7659.555555555556, + "IoU": 0.5111349330655102, + "TN": 223553.22222222222, + "TP": 25051.555555555555, + "n_pred": 32711.11111111111, + "n_ref": 31635.222222222223 + }, + "7": { + "Dice": 0.4696284737555147, + "FN": 1557.6666666666667, + "FP": 1929.2777777777778, + "IoU": 0.38084031389951906, + "TN": 254479.72222222222, + "TP": 4881.333333333333, + "n_pred": 6810.611111111111, + "n_ref": 6439.0 + }, + "8": { + "Dice": 0.8306090857269184, + "FN": 628.5555555555555, + "FP": 689.2222222222222, + "IoU": 0.7719715073650342, + "TN": 254319.27777777778, + "TP": 7210.944444444444, + "n_pred": 7900.166666666667, + "n_ref": 7839.5 + }, + "9": { + "Dice": 0.45444098526347076, + "FN": 625.5, + "FP": 72.0, + "IoU": 0.37846873954259935, + "TN": 260592.05555555556, + "TP": 1558.4444444444443, + "n_pred": 1630.4444444444443, + "n_ref": 2183.9444444444443 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9238035197196192, + "FN": 4857, + "FP": 2274, + "IoU": 0.8583967116106357, + "TN": 124873, + "TP": 43228, + "n_pred": 45502, + "n_ref": 48085 + }, + "10": { + "Dice": 0.7536580477049509, + "FN": 1232, + "FP": 1226, + "IoU": 0.6046960437439691, + "TN": 169014, + "TP": 3760, + "n_pred": 4986, + "n_ref": 4992 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.09026798307475317, + "FN": 354, + "FP": 291, + "IoU": 0.047267355982274745, + "TN": 174555, + "TP": 32, + "n_pred": 323, + "n_ref": 386 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9427038563002045, + "FN": 2103, + "FP": 1763, + "IoU": 0.8916176058312307, + "TN": 139562, + "TP": 31804, + "n_pred": 33567, + "n_ref": 33907 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.16377515614156835, + "FN": 390, + "FP": 815, + "IoU": 0.08919123204837491, + "TN": 173909, + "TP": 118, + "n_pred": 933, + "n_ref": 508 + }, + "7": { + "Dice": 0.8053657682008158, + "FN": 1952, + "FP": 5825, + "IoU": 0.6741525956341392, + "TN": 151365, + "TP": 16090, + "n_pred": 21915, + "n_ref": 18042 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8307045215562566, + "FN": 230, + "FP": 92, + "IoU": 0.710431654676259, + "TN": 349352, + "TP": 790, + "n_pred": 882, + "n_ref": 1020 + }, + "10": { + "Dice": 0.7818236173393124, + "FN": 1966, + "FP": 1683, + "IoU": 0.6417983704721704, + "TN": 340277, + "TP": 6538, + "n_pred": 8221, + "n_ref": 8504 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.39408502772643256, + "FN": 2878, + "FP": 400, + "IoU": 0.24539594843462248, + "TN": 346120, + "TP": 1066, + "n_pred": 1466, + "n_ref": 3944 + }, + "13": { + "Dice": 0.6546371235239485, + "FN": 1861, + "FP": 742, + "IoU": 0.48658777120315583, + "TN": 345394, + "TP": 2467, + "n_pred": 3209, + "n_ref": 4328 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9531283594925822, + "FN": 1212, + "FP": 1404, + "IoU": 0.9104538919696036, + "TN": 321250, + "TP": 26598, + "n_pred": 28002, + "n_ref": 27810 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 108, + "FP": 0, + "IoU": 0.0, + "TN": 350356, + "TP": 0, + "n_pred": 0, + "n_ref": 108 + }, + "7": { + "Dice": 0.325678496868476, + "FN": 96, + "FP": 227, + "IoU": 0.19451371571072318, + "TN": 350063, + "TP": 78, + "n_pred": 305, + "n_ref": 174 + }, + "8": { + "Dice": 0.9478239668413995, + "FN": 545, + "FP": 311, + "IoU": 0.9008226161510833, + "TN": 341833, + "TP": 7775, + "n_pred": 8086, + "n_ref": 8320 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7352607452457677, + "FN": 5116, + "FP": 717, + "IoU": 0.5813536209000215, + "TN": 161299, + "TP": 8100, + "n_pred": 8817, + "n_ref": 13216 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7153801153299718, + "FN": 6809, + "FP": 3408, + "IoU": 0.5568807737346576, + "TN": 152175, + "TP": 12840, + "n_pred": 16248, + "n_ref": 19649 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7716371513369812, + "FN": 15741, + "FP": 494, + "IoU": 0.6281834005130085, + "TN": 131568, + "TP": 27429, + "n_pred": 27923, + "n_ref": 43170 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 7880, + "IoU": 0.0, + "TN": 167352, + "TP": 0, + "n_pred": 7880, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7254901960784313, + "FN": 218, + "FP": 230, + "IoU": 0.5692307692307692, + "TN": 174192, + "TP": 592, + "n_pred": 822, + "n_ref": 810 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5792205189860735, + "FN": 19057, + "FP": 1942, + "IoU": 0.40767798713753806, + "TN": 139780, + "TP": 14453, + "n_pred": 16395, + "n_ref": 33510 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 476, + "IoU": 0.0, + "TN": 174756, + "TP": 0, + "n_pred": 476, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.27973506638888024, + "FN": 40142, + "FP": 6184, + "IoU": 0.1626116192473157, + "TN": 119910, + "TP": 8996, + "n_pred": 15180, + "n_ref": 49138 + }, + "7": { + "Dice": 0.75958818870913, + "FN": 7583, + "FP": 917, + "IoU": 0.6123677489967165, + "TN": 153304, + "TP": 13428, + "n_pred": 14345, + "n_ref": 21011 + }, + "8": { + "Dice": 0.96, + "FN": 32, + "FP": 298, + "IoU": 0.9230769230769231, + "TN": 170942, + "TP": 3960, + "n_pred": 4258, + "n_ref": 3992 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9750663368563076, + "FN": 1576, + "FP": 3968, + "IoU": 0.9513458011180637, + "TN": 236517, + "TP": 108403, + "n_pred": 112371, + "n_ref": 109979 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 350463, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4588235294117647, + "FN": 179, + "FP": 5, + "IoU": 0.29770992366412213, + "TN": 350202, + "TP": 78, + "n_pred": 83, + "n_ref": 257 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 350436, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2048, + "IoU": 0.0, + "TN": 348416, + "TP": 0, + "n_pred": 2048, + "n_ref": 0 + }, + "5": { + "Dice": 0.46519300560871, + "FN": 3377, + "FP": 6349, + "IoU": 0.3030954428202923, + "TN": 336508, + "TP": 4230, + "n_pred": 10579, + "n_ref": 7607 + }, + "6": { + "Dice": 0.7635299853729888, + "FN": 2671, + "FP": 1694, + "IoU": 0.6175078864353313, + "TN": 339052, + "TP": 7047, + "n_pred": 8741, + "n_ref": 9718 + }, + "7": { + "Dice": 0.6375912358212262, + "FN": 4802, + "FP": 21365, + "IoU": 0.4679882077869269, + "TN": 301279, + "TP": 23018, + "n_pred": 44383, + "n_ref": 27820 + }, + "8": { + "Dice": 0.9417423587923506, + "FN": 352, + "FP": 2143, + "IoU": 0.8898989453245665, + "TN": 327803, + "TP": 20166, + "n_pred": 22309, + "n_ref": 20518 + }, + "9": { + "Dice": 0.0, + "FN": 1957, + "FP": 0, + "IoU": 0.0, + "TN": 348507, + "TP": 0, + "n_pred": 0, + "n_ref": 1957 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.14723808213524112, + "FN": 61553, + "FP": 430, + "IoU": 0.07946951020286928, + "TN": 107898, + "TP": 5351, + "n_pred": 5781, + "n_ref": 66904 + }, + "15": { + "Dice": 0.09510740486620574, + "FN": 14842, + "FP": 2303, + "IoU": 0.0499279618752078, + "TN": 157186, + "TP": 901, + "n_pred": 3204, + "n_ref": 15743 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.13934426229508196, + "FN": 208, + "FP": 2, + "IoU": 0.07488986784140969, + "TN": 175005, + "TP": 17, + "n_pred": 19, + "n_ref": 225 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9518605371443741, + "FN": 1510, + "FP": 2842, + "IoU": 0.9081430199670734, + "TN": 127854, + "TP": 43026, + "n_pred": 45868, + "n_ref": 44536 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5356, + "IoU": 0.0, + "TN": 345108, + "TP": 0, + "n_pred": 5356, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.935695271897579, + "FN": 6450, + "FP": 3696, + "IoU": 0.8791610590379095, + "TN": 266501, + "TP": 73817, + "n_pred": 77513, + "n_ref": 80267 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4150, + "IoU": 0.0, + "TN": 346314, + "TP": 0, + "n_pred": 4150, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3944, + "IoU": 0.0, + "TN": 521752, + "TP": 0, + "n_pred": 3944, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6175313759731039, + "FN": 23118, + "FP": 317, + "IoU": 0.446687443925013, + "TN": 483342, + "TP": 18919, + "n_pred": 19236, + "n_ref": 42037 + }, + "15": { + "Dice": 0.32933939310471466, + "FN": 6705, + "FP": 7904, + "IoU": 0.197131237634645, + "TN": 507500, + "TP": 3587, + "n_pred": 11491, + "n_ref": 10292 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 79810, + "IoU": 0.0, + "TN": 445886, + "TP": 0, + "n_pred": 79810, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 47, + "FP": 0, + "IoU": 0.0, + "TN": 525649, + "TP": 0, + "n_pred": 0, + "n_ref": 47 + }, + "8": { + "Dice": 0.25553028736820343, + "FN": 7119, + "FP": 83, + "IoU": 0.14648020858023228, + "TN": 517258, + "TP": 1236, + "n_pred": 1319, + "n_ref": 8355 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.494077834179357, + "FN": 859, + "FP": 38, + "IoU": 0.32808988764044944, + "TN": 173897, + "TP": 438, + "n_pred": 476, + "n_ref": 1297 + }, + "11": { + "Dice": 0.694706540860387, + "FN": 1431, + "FP": 478, + "IoU": 0.5322224944866454, + "TN": 171151, + "TP": 2172, + "n_pred": 2650, + "n_ref": 3603 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9288857345635202, + "FN": 210, + "FP": 291, + "IoU": 0.8672144182348264, + "TN": 171459, + "TP": 3272, + "n_pred": 3563, + "n_ref": 3482 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9675239346724235, + "FN": 203, + "FP": 316, + "IoU": 0.9370909090909091, + "TN": 166982, + "TP": 7731, + "n_pred": 8047, + "n_ref": 7934 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9508733099167589, + "FN": 1674, + "FP": 2410, + "IoU": 0.9063474591818015, + "TN": 131624, + "TP": 39524, + "n_pred": 41934, + "n_ref": 41198 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9411485114289418, + "FN": 1782, + "FP": 942, + "IoU": 0.8888390124464395, + "TN": 150727, + "TP": 21781, + "n_pred": 22723, + "n_ref": 23563 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 139, + "IoU": 0.0, + "TN": 350325, + "TP": 0, + "n_pred": 139, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7452830188679245, + "FN": 50, + "FP": 4, + "IoU": 0.5939849624060151, + "TN": 350331, + "TP": 79, + "n_pred": 83, + "n_ref": 129 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9266973642151823, + "FN": 1756, + "FP": 6729, + "IoU": 0.8634073310903266, + "TN": 288345, + "TP": 53634, + "n_pred": 60363, + "n_ref": 55390 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 350436, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 525694, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 49736, + "IoU": 0.0, + "TN": 475960, + "TP": 0, + "n_pred": 49736, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.909715276388611, + "FN": 2072, + "FP": 636, + "IoU": 0.834383218151795, + "TN": 509345, + "TP": 13643, + "n_pred": 14279, + "n_ref": 15715 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1866, + "IoU": 0.0, + "TN": 523830, + "TP": 0, + "n_pred": 1866, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7109390272356365, + "FN": 11175, + "FP": 34664, + "IoU": 0.5515169896975805, + "TN": 423487, + "TP": 56370, + "n_pred": 91034, + "n_ref": 67545 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 270, + "IoU": 0.0, + "TN": 525426, + "TP": 0, + "n_pred": 270, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2081, + "IoU": 0.0, + "TN": 173151, + "TP": 0, + "n_pred": 2081, + "n_ref": 0 + }, + "10": { + "Dice": 0.6642840123898023, + "FN": 2798, + "FP": 20, + "IoU": 0.4973242953977881, + "TN": 169626, + "TP": 2788, + "n_pred": 2808, + "n_ref": 5586 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 66, + "IoU": 0.0, + "TN": 175166, + "TP": 0, + "n_pred": 66, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 4353, + "IoU": 0.0, + "TN": 170879, + "TP": 0, + "n_pred": 4353, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 871, + "IoU": 0.0, + "TN": 174361, + "TP": 0, + "n_pred": 871, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8577822362836639, + "FN": 17356, + "FP": 1074, + "IoU": 0.7509795973517093, + "TN": 101222, + "TP": 55580, + "n_pred": 56654, + "n_ref": 72936 + }, + "7": { + "Dice": 0.8174626991081396, + "FN": 13239, + "FP": 1968, + "IoU": 0.6912785740387348, + "TN": 125974, + "TP": 34051, + "n_pred": 36019, + "n_ref": 47290 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 4, + "FP": 0, + "IoU": 0.0, + "TN": 175228, + "TP": 0, + "n_pred": 0, + "n_ref": 4 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8330180865136174, + "FN": 36964, + "FP": 3557, + "IoU": 0.7138226196025256, + "TN": 33638, + "TP": 101073, + "n_pred": 104630, + "n_ref": 138037 + }, + "7": { + "Dice": 0.8809698750918442, + "FN": 319, + "FP": 5, + "IoU": 0.7872619829284307, + "TN": 173709, + "TP": 1199, + "n_pred": 1204, + "n_ref": 1518 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6055662188099808, + "FN": 7302, + "FP": 96, + "IoU": 0.434273916035788, + "TN": 162155, + "TP": 5679, + "n_pred": 5775, + "n_ref": 12981 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0391.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.4302330010590701, + "FN": 1399.974074074074, + "FP": 1026.3555555555556, + "IoU": 0.36363346220047, + "TN": 256118.06296296304, + "TP": 4303.607407407408, + "n_pred": 5329.962962962963, + "n_ref": 5703.581481481482 + }, + "mean": { + "1": { + "Dice": 0.5746044026277871, + "FN": 8402.777777777777, + "FP": 114.55555555555556, + "IoU": 0.48919023446241144, + "TN": 244420.16666666666, + "TP": 9910.5, + "n_pred": 10025.055555555555, + "n_ref": 18313.277777777777 + }, + "10": { + "Dice": 0.5035411111812605, + "FN": 2188.1111111111113, + "FP": 381.44444444444446, + "IoU": 0.388898828327077, + "TN": 258140.77777777778, + "TP": 2137.6666666666665, + "n_pred": 2519.1111111111113, + "n_ref": 4325.777777777777 + }, + "11": { + "Dice": 0.49869297906118265, + "FN": 243.27777777777777, + "FP": 57.333333333333336, + "IoU": 0.3984147141222662, + "TN": 262113.38888888888, + "TP": 434.0, + "n_pred": 491.3333333333333, + "n_ref": 677.2777777777778 + }, + "12": { + "Dice": 0.0, + "FN": 0.0, + "FP": 3.7777777777777777, + "IoU": 0.0, + "TN": 262844.22222222225, + "TP": 0.0, + "n_pred": 3.7777777777777777, + "n_ref": 0.0 + }, + "13": { + "Dice": 0.2918179650633481, + "FN": 1975.1666666666667, + "FP": 363.3333333333333, + "IoU": 0.2095303192718935, + "TN": 259617.5, + "TP": 892.0, + "n_pred": 1255.3333333333333, + "n_ref": 2867.1666666666665 + }, + "14": { + "Dice": 0.38814295479273087, + "FN": 53.611111111111114, + "FP": 538.8333333333334, + "IoU": 0.3277083097704922, + "TN": 260145.77777777778, + "TP": 2109.777777777778, + "n_pred": 2648.6111111111113, + "n_ref": 2163.3888888888887 + }, + "15": { + "Dice": 0.3679765860796927, + "FN": 225.61111111111111, + "FP": 265.0, + "IoU": 0.29110993198591484, + "TN": 261686.83333333334, + "TP": 670.5555555555555, + "n_pred": 935.5555555555555, + "n_ref": 896.1666666666666 + }, + "2": { + "Dice": 0.4492115353277848, + "FN": 159.05555555555554, + "FP": 547.3888888888889, + "IoU": 0.41223545771913256, + "TN": 259355.05555555556, + "TP": 2786.5, + "n_pred": 3333.8888888888887, + "n_ref": 2945.5555555555557 + }, + "3": { + "Dice": 0.7869362943962017, + "FN": 433.72222222222223, + "FP": 281.3333333333333, + "IoU": 0.7334142317412702, + "TN": 254655.88888888888, + "TP": 7477.055555555556, + "n_pred": 7758.388888888889, + "n_ref": 7910.777777777777 + }, + "4": { + "Dice": 0.17301038062283736, + "FN": 9.5, + "FP": 5.277777777777778, + "IoU": 0.10460251046025104, + "TN": 262830.44444444444, + "TP": 2.7777777777777777, + "n_pred": 8.055555555555555, + "n_ref": 12.277777777777779 + }, + "5": { + "Dice": 0.2216171982593131, + "FN": 329.3888888888889, + "FP": 287.1111111111111, + "IoU": 0.1503948689713855, + "TN": 261937.66666666666, + "TP": 293.8333333333333, + "n_pred": 580.9444444444445, + "n_ref": 623.2222222222222 + }, + "6": { + "Dice": 0.525965029836621, + "FN": 4264.944444444444, + "FP": 6373.555555555556, + "IoU": 0.472017589331681, + "TN": 234833.66666666666, + "TP": 17375.833333333332, + "n_pred": 23749.38888888889, + "n_ref": 21640.777777777777 + }, + "7": { + "Dice": 0.5028600355068364, + "FN": 761.6666666666666, + "FP": 3259.222222222222, + "IoU": 0.44064962041831857, + "TN": 247855.27777777778, + "TP": 10971.833333333334, + "n_pred": 14231.055555555555, + "n_ref": 11733.5 + }, + "8": { + "Dice": 0.5719032259165756, + "FN": 460.8333333333333, + "FP": 559.5, + "IoU": 0.5261638930027419, + "TN": 256554.16666666666, + "TP": 5273.5, + "n_pred": 5833.0, + "n_ref": 5734.333333333333 + }, + "9": { + "Dice": 0.5972153172138784, + "FN": 1491.9444444444443, + "FP": 2357.6666666666665, + "IoU": 0.5101714234222144, + "TN": 254780.11111111112, + "TP": 4218.277777777777, + "n_pred": 6575.944444444444, + "n_ref": 5710.222222222223 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9124288643781927, + "FN": 895, + "FP": 6322, + "IoU": 0.8389601695860761, + "TN": 305649, + "TP": 37598, + "n_pred": 43920, + "n_ref": 38493 + }, + "15": { + "Dice": 0.7359531721593854, + "FN": 4061, + "FP": 4600, + "IoU": 0.5822198639718297, + "TN": 329733, + "TP": 12070, + "n_pred": 16670, + "n_ref": 16131 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9781450070477014, + "FN": 2652, + "FP": 1953, + "IoU": 0.957224864382849, + "TN": 242808, + "TP": 103051, + "n_pred": 105004, + "n_ref": 105703 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.759229098805646, + "FN": 863, + "FP": 911, + "IoU": 0.6119011157295996, + "TN": 345893, + "TP": 2797, + "n_pred": 3708, + "n_ref": 3660 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7790697674418605, + "FN": 344, + "FP": 74, + "IoU": 0.638095238095238, + "TN": 349309, + "TP": 737, + "n_pred": 811, + "n_ref": 1081 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9502007110907215, + "FN": 1199, + "FP": 972, + "IoU": 0.9051260761263821, + "TN": 327581, + "TP": 20712, + "n_pred": 21684, + "n_ref": 21911 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.3460207612456747, + "FN": 171, + "FP": 18, + "IoU": 0.20920502092050208, + "TN": 350225, + "TP": 50, + "n_pred": 68, + "n_ref": 221 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9496205393185855, + "FN": 1414, + "FP": 2330, + "IoU": 0.9040737893927748, + "TN": 311434, + "TP": 35286, + "n_pred": 37616, + "n_ref": 36700 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9402085921909711, + "FN": 2572, + "FP": 604, + "IoU": 0.8871638185241767, + "TN": 322317, + "TP": 24971, + "n_pred": 25575, + "n_ref": 27543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.21303173531397704, + "FN": 18242, + "FP": 406, + "IoU": 0.11921405630077461, + "TN": 154060, + "TP": 2524, + "n_pred": 2930, + "n_ref": 20766 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.23712162559301397, + "FN": 16793, + "FP": 1378, + "IoU": 0.13450821624196238, + "TN": 154237, + "TP": 2824, + "n_pred": 4202, + "n_ref": 19617 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7870619946091644, + "FN": 229, + "FP": 8, + "IoU": 0.6488888888888888, + "TN": 174557, + "TP": 438, + "n_pred": 446, + "n_ref": 667 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 77, + "IoU": 0.0, + "TN": 175155, + "TP": 0, + "n_pred": 77, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1538, + "IoU": 0.0, + "TN": 173694, + "TP": 0, + "n_pred": 1538, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 53, + "IoU": 0.0, + "TN": 175179, + "TP": 0, + "n_pred": 53, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 175230, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "9": { + "Dice": 0.39458734286234826, + "FN": 2538, + "FP": 34015, + "IoU": 0.24578561848756836, + "TN": 126767, + "TP": 11912, + "n_pred": 45927, + "n_ref": 14450 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.252, + "FN": 70, + "FP": 2174, + "IoU": 0.14416475972540047, + "TN": 172610, + "TP": 378, + "n_pred": 2552, + "n_ref": 448 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 170, + "IoU": 0.0, + "TN": 175062, + "TP": 0, + "n_pred": 170, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9533138807836599, + "FN": 6000, + "FP": 496, + "IoU": 0.9107925129430505, + "TN": 102413, + "TP": 66323, + "n_pred": 66819, + "n_ref": 72323 + }, + "10": { + "Dice": 0.8506053268765134, + "FN": 907, + "FP": 327, + "IoU": 0.740046345060038, + "TN": 170485, + "TP": 3513, + "n_pred": 3840, + "n_ref": 4420 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 68, + "IoU": 0.0, + "TN": 175164, + "TP": 0, + "n_pred": 68, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 84, + "IoU": 0.0, + "TN": 175148, + "TP": 0, + "n_pred": 84, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1070, + "IoU": 0.0, + "TN": 174162, + "TP": 0, + "n_pred": 1070, + "n_ref": 0 + }, + "3": { + "Dice": 0.9387785272105701, + "FN": 1576, + "FP": 1737, + "IoU": 0.8846207424949502, + "TN": 146518, + "TP": 25401, + "n_pred": 27138, + "n_ref": 26977 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2068, + "IoU": 0.0, + "TN": 173164, + "TP": 0, + "n_pred": 2068, + "n_ref": 0 + }, + "7": { + "Dice": 0.9002514668901928, + "FN": 119, + "FP": 0, + "IoU": 0.8185975609756098, + "TN": 174576, + "TP": 537, + "n_pred": 537, + "n_ref": 656 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7014176784127925, + "FN": 31999, + "FP": 267, + "IoU": 0.5401410959880282, + "TN": 105067, + "TP": 37899, + "n_pred": 38166, + "n_ref": 69898 + }, + "10": { + "Dice": 0.6810112963959117, + "FN": 3044, + "FP": 514, + "IoU": 0.5163132137030995, + "TN": 167876, + "TP": 3798, + "n_pred": 4312, + "n_ref": 6842 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.7795698924731183, + "FN": 153, + "FP": 11, + "IoU": 0.6387665198237885, + "TN": 174778, + "TP": 290, + "n_pred": 301, + "n_ref": 443 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5942275042444821, + "FN": 1061, + "FP": 373, + "IoU": 0.4227053140096618, + "TN": 172748, + "TP": 1050, + "n_pred": 1423, + "n_ref": 2111 + }, + "7": { + "Dice": 0.8771038424896792, + "FN": 161, + "FP": 613, + "IoU": 0.7811085972850679, + "TN": 171696, + "TP": 2762, + "n_pred": 3375, + "n_ref": 2923 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6424372597784309, + "FN": 4247, + "FP": 2079, + "IoU": 0.4732284120243151, + "TN": 338455, + "TP": 5683, + "n_pred": 7762, + "n_ref": 9930 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5732874091083047, + "FN": 8193, + "FP": 4072, + "IoU": 0.40182403433476394, + "TN": 329960, + "TP": 8239, + "n_pred": 12311, + "n_ref": 16432 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.5445476296686808, + "FN": 4184, + "FP": 7047, + "IoU": 0.3741432153803288, + "TN": 332519, + "TP": 6714, + "n_pred": 13761, + "n_ref": 10898 + }, + "9": { + "Dice": 0.5717947690952057, + "FN": 7458, + "FP": 3233, + "IoU": 0.40035896572999047, + "TN": 332635, + "TP": 7138, + "n_pred": 10371, + "n_ref": 14596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8417621493480838, + "FN": 1597, + "FP": 5, + "IoU": 0.7267610438342146, + "TN": 169369, + "TP": 4261, + "n_pred": 4266, + "n_ref": 5858 + }, + "10": { + "Dice": 0.0, + "FN": 243, + "FP": 0, + "IoU": 0.0, + "TN": 174989, + "TP": 0, + "n_pred": 0, + "n_ref": 243 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9594966857656443, + "FN": 5917, + "FP": 3096, + "IoU": 0.9221466886644957, + "TN": 59463, + "TP": 106756, + "n_pred": 109852, + "n_ref": 112673 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6162927981109799, + "FN": 844, + "FP": 4681, + "IoU": 0.4453924914675768, + "TN": 515734, + "TP": 4437, + "n_pred": 9118, + "n_ref": 5281 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9699239521985248, + "FN": 2566, + "FP": 590, + "IoU": 0.9416042187066334, + "TN": 471651, + "TP": 50889, + "n_pred": 51479, + "n_ref": 53455 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.05103969754253308, + "FN": 1004, + "FP": 0, + "IoU": 0.026188166828322017, + "TN": 174201, + "TP": 27, + "n_pred": 27, + "n_ref": 1031 + }, + "10": { + "Dice": 0.0, + "FN": 144, + "FP": 0, + "IoU": 0.0, + "TN": 175088, + "TP": 0, + "n_pred": 0, + "n_ref": 144 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.2701759949262724, + "FN": 4373, + "FP": 230, + "IoU": 0.15618698441796516, + "TN": 169777, + "TP": 852, + "n_pred": 1082, + "n_ref": 5225 + }, + "6": { + "Dice": 0.9115182502485443, + "FN": 2976, + "FP": 2008, + "IoU": 0.8374217118997912, + "TN": 144576, + "TP": 25672, + "n_pred": 27680, + "n_ref": 28648 + }, + "7": { + "Dice": 0.7124702144559174, + "FN": 1218, + "FP": 230, + "IoU": 0.5533621221468229, + "TN": 171990, + "TP": 1794, + "n_pred": 2024, + "n_ref": 3012 + }, + "8": { + "Dice": 0.9442371162931165, + "FN": 1349, + "FP": 1236, + "IoU": 0.8943647582853174, + "TN": 150761, + "TP": 21886, + "n_pred": 23122, + "n_ref": 23235 + }, + "9": { + "Dice": 0.8949680770479386, + "FN": 2157, + "FP": 2696, + "IoU": 0.8099024638646245, + "TN": 149703, + "TP": 20676, + "n_pred": 23372, + "n_ref": 22833 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 262, + "FP": 257, + "IoU": 0.0, + "TN": 174713, + "TP": 0, + "n_pred": 257, + "n_ref": 262 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2190, + "IoU": 0.0, + "TN": 173042, + "TP": 0, + "n_pred": 2190, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4850, + "IoU": 0.0, + "TN": 170382, + "TP": 0, + "n_pred": 4850, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 526, + "IoU": 0.0, + "TN": 174706, + "TP": 0, + "n_pred": 526, + "n_ref": 0 + }, + "9": { + "Dice": 0.17127031557466657, + "FN": 11339, + "FP": 32, + "IoU": 0.09365534831818906, + "TN": 162686, + "TP": 1175, + "n_pred": 1207, + "n_ref": 12514 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.665817718755685, + "FN": 1574, + "FP": 263, + "IoU": 0.49904554131442597, + "TN": 346797, + "TP": 1830, + "n_pred": 2093, + "n_ref": 3404 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4220123738196027, + "FN": 10157, + "FP": 493, + "IoU": 0.2674370614940157, + "TN": 335926, + "TP": 3888, + "n_pred": 4381, + "n_ref": 14045 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 1.0, + "FN": 0, + "FP": 0, + "IoU": 1.0, + "TN": 350461, + "TP": 3, + "n_pred": 3, + "n_ref": 3 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8526669976281097, + "FN": 77, + "FP": 2594, + "IoU": 0.7431730769230769, + "TN": 340064, + "TP": 7729, + "n_pred": 10323, + "n_ref": 7806 + }, + "7": { + "Dice": 0.9632891586259216, + "FN": 5051, + "FP": 1143, + "IoU": 0.9291782435198207, + "TN": 263005, + "TP": 81265, + "n_pred": 82408, + "n_ref": 86316 + }, + "8": { + "Dice": 0.9727106573391315, + "FN": 196, + "FP": 670, + "IoU": 0.9468711656441717, + "TN": 334164, + "TP": 15434, + "n_pred": 16104, + "n_ref": 15630 + }, + "9": { + "Dice": 0.9058563822880146, + "FN": 269, + "FP": 1181, + "IoU": 0.8279136007595538, + "TN": 342038, + "TP": 6976, + "n_pred": 8157, + "n_ref": 7245 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9054051816902574, + "FN": 10163, + "FP": 1265, + "IoU": 0.8271601203889956, + "TN": 109113, + "TP": 54691, + "n_pred": 55956, + "n_ref": 64854 + }, + "10": { + "Dice": 0.4782608695652174, + "FN": 23, + "FP": 25, + "IoU": 0.3142857142857143, + "TN": 175162, + "TP": 22, + "n_pred": 47, + "n_ref": 45 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9024154589371981, + "FN": 3, + "FP": 98, + "IoU": 0.8221830985915493, + "TN": 174664, + "TP": 467, + "n_pred": 565, + "n_ref": 470 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 219, + "IoU": 0.0, + "TN": 175013, + "TP": 0, + "n_pred": 219, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 9662, + "IoU": 0.0, + "TN": 165570, + "TP": 0, + "n_pred": 9662, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6571428571428571, + "FN": 67, + "FP": 341, + "IoU": 0.48936170212765956, + "TN": 174433, + "TP": 391, + "n_pred": 732, + "n_ref": 458 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6148705096073517, + "FN": 66, + "FP": 395, + "IoU": 0.4439083232810615, + "TN": 174403, + "TP": 368, + "n_pred": 763, + "n_ref": 434 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2105, + "IoU": 0.0, + "TN": 173127, + "TP": 0, + "n_pred": 2105, + "n_ref": 0 + }, + "3": { + "Dice": 0.9282934963868816, + "FN": 158, + "FP": 100, + "IoU": 0.8661825726141079, + "TN": 173304, + "TP": 1670, + "n_pred": 1770, + "n_ref": 1828 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.47050487156775905, + "FN": 214, + "FP": 2775, + "IoU": 0.3076210331248552, + "TN": 170915, + "TP": 1328, + "n_pred": 4103, + "n_ref": 1542 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9803718383806983, + "FN": 1712, + "FP": 561, + "IoU": 0.9614993732850029, + "TN": 291426, + "TP": 56765, + "n_pred": 57326, + "n_ref": 58477 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5594165107798121, + "FN": 23298, + "FP": 19, + "IoU": 0.38832633788037774, + "TN": 312344, + "TP": 14803, + "n_pred": 14822, + "n_ref": 38101 + }, + "10": { + "Dice": 0.920145341580451, + "FN": 1260, + "FP": 1619, + "IoU": 0.8521010993527176, + "TN": 330998, + "TP": 16587, + "n_pred": 18206, + "n_ref": 17847 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 350458, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 450, + "FP": 0, + "IoU": 0.0, + "TN": 350014, + "TP": 0, + "n_pred": 0, + "n_ref": 450 + }, + "6": { + "Dice": 0.2008084307781146, + "FN": 24, + "FP": 22120, + "IoU": 0.11161036668538875, + "TN": 325538, + "TP": 2782, + "n_pred": 24902, + "n_ref": 2806 + }, + "7": { + "Dice": 0.9719067869924326, + "FN": 5632, + "FP": 538, + "IoU": 0.9453488990061826, + "TN": 237566, + "TP": 106728, + "n_pred": 107266, + "n_ref": 112360 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.009875719837371262, + "FN": 77189, + "FP": 10, + "IoU": 0.004962363373891524, + "TN": 272880, + "TP": 385, + "n_pred": 395, + "n_ref": 77574 + }, + "10": { + "Dice": 0.43049981758482303, + "FN": 9635, + "FP": 1292, + "IoU": 0.2742910274291027, + "TN": 335407, + "TP": 4130, + "n_pred": 5422, + "n_ref": 13765 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 55, + "IoU": 0.0, + "TN": 350409, + "TP": 0, + "n_pred": 55, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 33, + "IoU": 0.0, + "TN": 350431, + "TP": 0, + "n_pred": 33, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1203, + "IoU": 0.0, + "TN": 349261, + "TP": 0, + "n_pred": 1203, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4590, + "IoU": 0.0, + "TN": 345874, + "TP": 0, + "n_pred": 4590, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 350442, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.3942572786944015, + "FN": 65793, + "FP": 76141, + "IoU": 0.24552954434309285, + "TN": 162340, + "TP": 46190, + "n_pred": 122331, + "n_ref": 111983 + }, + "7": { + "Dice": 0.13307401404646138, + "FN": 1315, + "FP": 38802, + "IoU": 0.07127974812482638, + "TN": 307268, + "TP": 3079, + "n_pred": 41881, + "n_ref": 4394 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 507, + "IoU": 0.0, + "TN": 349957, + "TP": 0, + "n_pred": 507, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7368498383779019, + "FN": 3516, + "FP": 66, + "IoU": 0.5833430266371991, + "TN": 166635, + "TP": 5015, + "n_pred": 5081, + "n_ref": 8531 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 175227, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.958006506266823, + "FN": 1435, + "FP": 1108, + "IoU": 0.9193977812995245, + "TN": 143682, + "TP": 29007, + "n_pred": 30115, + "n_ref": 30442 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9759295415354359, + "FN": 1060, + "FP": 629, + "IoU": 0.952990620390214, + "TN": 139303, + "TP": 34240, + "n_pred": 34869, + "n_ref": 35300 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8990370586518821, + "FN": 522, + "FP": 170, + "IoU": 0.8165915716936125, + "TN": 171459, + "TP": 3081, + "n_pred": 3251, + "n_ref": 3603 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.43261910081550364, + "FN": 1641.8705882352942, + "FP": 913.0117647058822, + "IoU": 0.3739005380271441, + "TN": 231672.16470588231, + "TP": 2851.5411764705877, + "n_pred": 3764.552941176471, + "n_ref": 4493.411764705883 + }, + "mean": { + "1": { + "Dice": 0.2547387411299358, + "FN": 90.3529411764706, + "FP": 2405.9411764705883, + "IoU": 0.22611514162888172, + "TN": 234174.41176470587, + "TP": 407.88235294117646, + "n_pred": 2813.823529411765, + "n_ref": 498.2352941176471 + }, + "10": { + "Dice": 0.26215061980066456, + "FN": 972.2941176470588, + "FP": 175.64705882352942, + "IoU": 0.2094227725570373, + "TN": 235256.82352941178, + "TP": 673.8235294117648, + "n_pred": 849.4705882352941, + "n_ref": 1646.1176470588234 + }, + "11": { + "Dice": 0.7037368603616733, + "FN": 100.0, + "FP": 121.52941176470588, + "IoU": 0.5474434678854332, + "TN": 236564.5294117647, + "TP": 292.52941176470586, + "n_pred": 414.05882352941177, + "n_ref": 392.52941176470586 + }, + "12": { + "Dice": 0.0, + "FN": 134.05882352941177, + "FP": 13.411764705882353, + "IoU": 0.0, + "TN": 236931.11764705883, + "TP": 0.0, + "n_pred": 13.411764705882353, + "n_ref": 134.05882352941177 + }, + "13": { + "Dice": 0.24623901050457214, + "FN": 374.05882352941177, + "FP": 154.94117647058823, + "IoU": 0.17042408972415013, + "TN": 236229.82352941178, + "TP": 319.7647058823529, + "n_pred": 474.70588235294116, + "n_ref": 693.8235294117648 + }, + "14": { + "Dice": 0.6071766800634781, + "FN": 10906.058823529413, + "FP": 1011.0, + "IoU": 0.5168726371708102, + "TN": 220857.9411764706, + "TP": 4303.588235294118, + "n_pred": 5314.588235294118, + "n_ref": 15209.64705882353 + }, + "15": { + "Dice": 0.06659472013430019, + "FN": 2439.0, + "FP": 487.11764705882354, + "IoU": 0.03699263092208129, + "TN": 233842.11764705883, + "TP": 310.3529411764706, + "n_pred": 797.4705882352941, + "n_ref": 2749.3529411764707 + }, + "2": { + "Dice": 0.518979330194968, + "FN": 1538.0588235294117, + "FP": 1696.5882352941176, + "IoU": 0.45179836530646755, + "TN": 229382.35294117648, + "TP": 4461.588235294118, + "n_pred": 6158.176470588235, + "n_ref": 5999.64705882353 + }, + "3": { + "Dice": 0.44777233445359876, + "FN": 1708.235294117647, + "FP": 1864.4705882352941, + "IoU": 0.38331980161488133, + "TN": 229100.76470588235, + "TP": 4405.117647058823, + "n_pred": 6269.588235294118, + "n_ref": 6113.35294117647 + }, + "4": { + "Dice": 0.0, + "FN": 56.23529411764706, + "FP": 0.0, + "IoU": 0.0, + "TN": 237022.35294117648, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 56.23529411764706 + }, + "5": { + "Dice": 0.5808693274129451, + "FN": 370.6470588235294, + "FP": 89.70588235294117, + "IoU": 0.4785626955759893, + "TN": 235824.5294117647, + "TP": 793.7058823529412, + "n_pred": 883.4117647058823, + "n_ref": 1164.3529411764705 + }, + "6": { + "Dice": 0.5442783701948612, + "FN": 3612.235294117647, + "FP": 2685.176470588235, + "IoU": 0.48560016152606894, + "TN": 216821.0588235294, + "TP": 13960.117647058823, + "n_pred": 16645.29411764706, + "n_ref": 17572.352941176472 + }, + "7": { + "Dice": 0.39330569202122917, + "FN": 1754.235294117647, + "FP": 2505.235294117647, + "IoU": 0.3517651829586977, + "TN": 228642.88235294117, + "TP": 4176.235294117647, + "n_pred": 6681.470588235294, + "n_ref": 5930.470588235294 + }, + "8": { + "Dice": 0.9703179621111016, + "FN": 189.35294117647058, + "FP": 152.47058823529412, + "IoU": 0.9424546205387521, + "TN": 231164.58823529413, + "TP": 5572.176470588235, + "n_pred": 5724.64705882353, + "n_ref": 5761.529411764706 + }, + "9": { + "Dice": 0.8931268638492267, + "FN": 383.2352941176471, + "FP": 331.94117647058823, + "IoU": 0.8077365029979111, + "TN": 233267.17647058822, + "TP": 3096.235294117647, + "n_pred": 3428.176470588235, + "n_ref": 3479.470588235294 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 26284, + "IoU": 0.0, + "TN": 148948, + "TP": 0, + "n_pred": 26284, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 2505, + "FP": 10, + "IoU": 0.0, + "TN": 172717, + "TP": 0, + "n_pred": 10, + "n_ref": 2505 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2003, + "FP": 0, + "IoU": 0.0, + "TN": 173229, + "TP": 0, + "n_pred": 0, + "n_ref": 2003 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8532126993224571, + "FN": 5227, + "FP": 1944, + "IoU": 0.7440025703270027, + "TN": 147220, + "TP": 20841, + "n_pred": 22785, + "n_ref": 26068 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 19003, + "IoU": 0.0, + "TN": 156229, + "TP": 0, + "n_pred": 19003, + "n_ref": 0 + }, + "7": { + "Dice": 0.27020688936369797, + "FN": 27555, + "FP": 453, + "IoU": 0.15620763413972827, + "TN": 142039, + "TP": 5185, + "n_pred": 5638, + "n_ref": 32740 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 195, + "IoU": 0.0, + "TN": 175037, + "TP": 0, + "n_pred": 195, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7688364803142721, + "FN": 34170, + "FP": 195, + "IoU": 0.6244795821358714, + "TN": 83719, + "TP": 57148, + "n_pred": 57343, + "n_ref": 91318 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6895551257253385, + "FN": 1283, + "FP": 1, + "IoU": 0.5261992619926199, + "TN": 347754, + "TP": 1426, + "n_pred": 1427, + "n_ref": 2709 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9175946547884187, + "FN": 23, + "FP": 14, + "IoU": 0.8477366255144033, + "TN": 525453, + "TP": 206, + "n_pred": 220, + "n_ref": 229 + }, + "10": { + "Dice": 0.4482501305872696, + "FN": 13186, + "FP": 1602, + "IoU": 0.28886751622986295, + "TN": 504901, + "TP": 6007, + "n_pred": 7609, + "n_ref": 19193 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 116, + "FP": 0, + "IoU": 0.0, + "TN": 525580, + "TP": 0, + "n_pred": 0, + "n_ref": 116 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 7850, + "IoU": 0.0, + "TN": 517846, + "TP": 0, + "n_pred": 7850, + "n_ref": 0 + }, + "3": { + "Dice": 0.552279137655575, + "FN": 1718, + "FP": 20981, + "IoU": 0.38148178424480234, + "TN": 488997, + "TP": 14000, + "n_pred": 34981, + "n_ref": 15718 + }, + "4": { + "Dice": 0.0, + "FN": 956, + "FP": 0, + "IoU": 0.0, + "TN": 524740, + "TP": 0, + "n_pred": 0, + "n_ref": 956 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 273, + "IoU": 0.0, + "TN": 525423, + "TP": 0, + "n_pred": 273, + "n_ref": 0 + }, + "7": { + "Dice": 0.9765427734572265, + "FN": 816, + "FP": 1042, + "IoU": 0.9541608072434806, + "TN": 485163, + "TP": 38675, + "n_pred": 39717, + "n_ref": 39491 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 13211, + "IoU": 0.0, + "TN": 162021, + "TP": 0, + "n_pred": 13211, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 6539, + "FP": 0, + "IoU": 0.0, + "TN": 168693, + "TP": 0, + "n_pred": 0, + "n_ref": 6539 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8997851929601874, + "FN": 15460, + "FP": 962, + "IoU": 0.8178268345443452, + "TN": 85087, + "TP": 73723, + "n_pred": 74685, + "n_ref": 89183 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 589, + "IoU": 0.0, + "TN": 174643, + "TP": 0, + "n_pred": 589, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 350444, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.73780847300598, + "FN": 2692, + "FP": 421, + "IoU": 0.5845455758708128, + "TN": 342971, + "TP": 4380, + "n_pred": 4801, + "n_ref": 7072 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 7458, + "IoU": 0.0, + "TN": 343006, + "TP": 0, + "n_pred": 7458, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7848605577689243, + "FN": 3163, + "FP": 293, + "IoU": 0.6459016393442623, + "TN": 340704, + "TP": 6304, + "n_pred": 6597, + "n_ref": 9467 + }, + "6": { + "Dice": 0.9474376099908827, + "FN": 2168, + "FP": 311, + "IoU": 0.9001248942427783, + "TN": 325643, + "TP": 22342, + "n_pred": 22653, + "n_ref": 24510 + }, + "7": { + "Dice": 0.8490598585475245, + "FN": 228, + "FP": 647, + "IoU": 0.7377098321342925, + "TN": 347128, + "TP": 2461, + "n_pred": 3108, + "n_ref": 2689 + }, + "8": { + "Dice": 0.981036991984708, + "FN": 544, + "FP": 329, + "IoU": 0.96277979108932, + "TN": 327009, + "TP": 22582, + "n_pred": 22911, + "n_ref": 23126 + }, + "9": { + "Dice": 0.8727681078046041, + "FN": 487, + "FP": 646, + "IoU": 0.7742578202829249, + "TN": 345445, + "TP": 3886, + "n_pred": 4532, + "n_ref": 4373 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 76, + "IoU": 0.0, + "TN": 175156, + "TP": 0, + "n_pred": 76, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.6027296200663962, + "FN": 281, + "FP": 796, + "IoU": 0.4313621964097149, + "TN": 173338, + "TP": 817, + "n_pred": 1613, + "n_ref": 1098 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 211, + "IoU": 0.0, + "TN": 175021, + "TP": 0, + "n_pred": 211, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 888, + "IoU": 0.0, + "TN": 174344, + "TP": 0, + "n_pred": 888, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7190091832877504, + "FN": 12009, + "FP": 628, + "IoU": 0.5612914424579066, + "TN": 146427, + "TP": 16168, + "n_pred": 16796, + "n_ref": 28177 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5802, + "IoU": 0.0, + "TN": 169430, + "TP": 0, + "n_pred": 5802, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.923735262652888, + "FN": 4902, + "FP": 2013, + "IoU": 0.8582788514745968, + "TN": 126439, + "TP": 41878, + "n_pred": 43891, + "n_ref": 46780 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8989118753358409, + "FN": 1856, + "FP": 1154, + "IoU": 0.8163850423961447, + "TN": 158839, + "TP": 13383, + "n_pred": 14537, + "n_ref": 15239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7481947356161193, + "FN": 687, + "FP": 394, + "IoU": 0.5976925939709713, + "TN": 172545, + "TP": 1606, + "n_pred": 2000, + "n_ref": 2293 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7488, + "FN": 157, + "FP": 0, + "IoU": 0.59846547314578, + "TN": 174841, + "TP": 234, + "n_pred": 234, + "n_ref": 391 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 175220, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "6": { + "Dice": 0.6106486571383697, + "FN": 1150, + "FP": 1329, + "IoU": 0.4395206873163012, + "TN": 170809, + "TP": 1944, + "n_pred": 3273, + "n_ref": 3094 + }, + "7": { + "Dice": 0.09411764705882353, + "FN": 77, + "FP": 0, + "IoU": 0.04938271604938271, + "TN": 175151, + "TP": 4, + "n_pred": 4, + "n_ref": 81 + }, + "8": { + "Dice": 0.9626171057817664, + "FN": 731, + "FP": 502, + "IoU": 0.9279284545241993, + "TN": 158124, + "TP": 15875, + "n_pred": 16377, + "n_ref": 16606 + }, + "9": { + "Dice": 0.9191163976210706, + "FN": 1332, + "FP": 572, + "IoU": 0.8503379971702563, + "TN": 162510, + "TP": 10818, + "n_pred": 11390, + "n_ref": 12150 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9293529100744296, + "FN": 4688, + "FP": 523, + "IoU": 0.868029174897432, + "TN": 135746, + "TP": 34275, + "n_pred": 34798, + "n_ref": 38963 + }, + "15": { + "Dice": 0.0, + "FN": 21, + "FP": 0, + "IoU": 0.0, + "TN": 175211, + "TP": 0, + "n_pred": 0, + "n_ref": 21 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2301, + "IoU": 0.0, + "TN": 172931, + "TP": 0, + "n_pred": 2301, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9402376307856003, + "FN": 230, + "FP": 444, + "IoU": 0.8872155287817939, + "TN": 344488, + "TP": 5302, + "n_pred": 5746, + "n_ref": 5532 + }, + "10": { + "Dice": 0.8625029684160532, + "FN": 838, + "FP": 899, + "IoU": 0.7582463465553236, + "TN": 343279, + "TP": 5448, + "n_pred": 6347, + "n_ref": 6286 + }, + "11": { + "Dice": 0.7602862254025045, + "FN": 732, + "FP": 876, + "IoU": 0.6132756132756133, + "TN": 346306, + "TP": 2550, + "n_pred": 3426, + "n_ref": 3282 + }, + "12": { + "Dice": 0.0, + "FN": 160, + "FP": 4, + "IoU": 0.0, + "TN": 350300, + "TP": 0, + "n_pred": 4, + "n_ref": 160 + }, + "13": { + "Dice": 0.33751668891855807, + "FN": 2476, + "FP": 5, + "IoU": 0.20301959524574364, + "TN": 347351, + "TP": 632, + "n_pred": 637, + "n_ref": 3108 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9724963258450556, + "FN": 95, + "FP": 167, + "IoU": 0.9464650592562321, + "TN": 345570, + "TP": 4632, + "n_pred": 4799, + "n_ref": 4727 + }, + "3": { + "Dice": 0.9774228675136116, + "FN": 225, + "FP": 86, + "IoU": 0.9558426806758483, + "TN": 343421, + "TP": 6732, + "n_pred": 6818, + "n_ref": 6957 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8610051237326938, + "FN": 1200, + "FP": 75, + "IoU": 0.7559341500765697, + "TN": 345240, + "TP": 3949, + "n_pred": 4024, + "n_ref": 5149 + }, + "6": { + "Dice": 0.9513608838288878, + "FN": 2658, + "FP": 1093, + "IoU": 0.9072338320761716, + "TN": 310029, + "TP": 36684, + "n_pred": 37777, + "n_ref": 39342 + }, + "7": { + "Dice": 0.9565183677425608, + "FN": 1146, + "FP": 1097, + "IoU": 0.9166604741026975, + "TN": 323550, + "TP": 24671, + "n_pred": 25768, + "n_ref": 25817 + }, + "8": { + "Dice": 0.9740680713128039, + "FN": 280, + "FP": 1032, + "IoU": 0.9494470774091627, + "TN": 324511, + "TP": 24641, + "n_pred": 25673, + "n_ref": 24921 + }, + "9": { + "Dice": 0.8583384996900186, + "FN": 682, + "FP": 2974, + "IoU": 0.7518327450448005, + "TN": 335732, + "TP": 11076, + "n_pred": 14050, + "n_ref": 11758 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 172657, + "FP": 0, + "IoU": 0.0, + "TN": 2575, + "TP": 0, + "n_pred": 0, + "n_ref": 172657 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 20400, + "IoU": 0.0, + "TN": 154832, + "TP": 0, + "n_pred": 20400, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 36460, + "IoU": 0.0, + "TN": 138772, + "TP": 0, + "n_pred": 36460, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 640, + "IoU": 0.0, + "TN": 349824, + "TP": 0, + "n_pred": 640, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 392, + "IoU": 0.0, + "TN": 350072, + "TP": 0, + "n_pred": 392, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7877892663712457, + "FN": 1167, + "FP": 126, + "IoU": 0.6498781478472786, + "TN": 346771, + "TP": 2400, + "n_pred": 2526, + "n_ref": 3567 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 854, + "IoU": 0.0, + "TN": 349610, + "TP": 0, + "n_pred": 854, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8852579852579853, + "FN": 900, + "FP": 34, + "IoU": 0.7941370949966938, + "TN": 345927, + "TP": 3603, + "n_pred": 3637, + "n_ref": 4503 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 175216, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 276, + "IoU": 0.0, + "TN": 174956, + "TP": 0, + "n_pred": 276, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 175219, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 17597, + "IoU": 0.0, + "TN": 157635, + "TP": 0, + "n_pred": 17597, + "n_ref": 0 + }, + "3": { + "Dice": 0.7514916366835475, + "FN": 21870, + "FP": 163, + "IoU": 0.6019115760565161, + "TN": 119885, + "TP": 33314, + "n_pred": 33477, + "n_ref": 55184 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6776116281501621, + "FN": 1938, + "FP": 1145, + "IoU": 0.5124149928831251, + "TN": 168909, + "TP": 3240, + "n_pred": 4385, + "n_ref": 5178 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9635496793651277, + "FN": 1664, + "FP": 729, + "IoU": 0.9296631591323261, + "TN": 141210, + "TP": 31629, + "n_pred": 32358, + "n_ref": 33293 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7615453371735028, + "FN": 5366, + "FP": 16243, + "IoU": 0.614915797914996, + "TN": 119117, + "TP": 34506, + "n_pred": 50749, + "n_ref": 39872 + }, + "15": { + "Dice": 0.1997841604029006, + "FN": 41442, + "FP": 823, + "IoU": 0.11097789276624387, + "TN": 127691, + "TP": 5276, + "n_pred": 6099, + "n_ref": 46718 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 199, + "IoU": 0.0, + "TN": 175033, + "TP": 0, + "n_pred": 199, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6474393530997304, + "FN": 3883, + "FP": 1349, + "IoU": 0.47867676365085693, + "TN": 165196, + "TP": 4804, + "n_pred": 6153, + "n_ref": 8687 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9237398660556926, + "FN": 6180, + "FP": 2474, + "IoU": 0.8582867997445429, + "TN": 114165, + "TP": 52413, + "n_pred": 54887, + "n_ref": 58593 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1866, + "IoU": 0.0, + "TN": 173366, + "TP": 0, + "n_pred": 1866, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 35, + "IoU": 0.0, + "TN": 175197, + "TP": 0, + "n_pred": 35, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9164994387945988, + "FN": 2158, + "FP": 297, + "IoU": 0.8458689100954294, + "TN": 159304, + "TP": 13473, + "n_pred": 13770, + "n_ref": 15631 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0390.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.5031175053017789, + "FN": 1454.4117647058822, + "FP": 558.521568627451, + "IoU": 0.44718441069165965, + "TN": 230486.27058823538, + "TP": 4579.38431372549, + "n_pred": 5137.90588235294, + "n_ref": 6033.796078431374 + }, + "mean": { + "1": { + "Dice": 0.7164987527284294, + "FN": 830.1176470588235, + "FP": 141.2941176470588, + "IoU": 0.6859808756841241, + "TN": 228177.23529411765, + "TP": 7929.941176470588, + "n_pred": 8071.235294117647, + "n_ref": 8760.058823529413 + }, + "10": { + "Dice": 0.4904509282989479, + "FN": 743.7647058823529, + "FP": 489.1764705882353, + "IoU": 0.4022378456667446, + "TN": 233637.11764705883, + "TP": 2208.529411764706, + "n_pred": 2697.705882352941, + "n_ref": 2952.294117647059 + }, + "11": { + "Dice": 0.31222284200177364, + "FN": 201.23529411764707, + "FP": 75.94117647058823, + "IoU": 0.24734294318903055, + "TN": 236554.5294117647, + "TP": 246.88235294117646, + "n_pred": 322.8235294117647, + "n_ref": 448.11764705882354 + }, + "12": { + "Dice": 0.447636427388262, + "FN": 168.64705882352942, + "FP": 88.94117647058823, + "IoU": 0.32806454334259183, + "TN": 236659.41176470587, + "TP": 161.58823529411765, + "n_pred": 250.52941176470588, + "n_ref": 330.2352941176471 + }, + "13": { + "Dice": 0.43970943262758316, + "FN": 1887.6470588235295, + "FP": 187.94117647058823, + "IoU": 0.3354946453225991, + "TN": 234017.64705882352, + "TP": 985.3529411764706, + "n_pred": 1173.2941176470588, + "n_ref": 2873.0 + }, + "14": { + "Dice": 0.0, + "FN": 0.0, + "FP": 67.41176470588235, + "IoU": 0.0, + "TN": 237011.17647058822, + "TP": 0.0, + "n_pred": 67.41176470588235, + "n_ref": 0.0 + }, + "15": { + "Dice": 0.0, + "FN": 0.0, + "FP": 1713.6470588235295, + "IoU": 0.0, + "TN": 235364.9411764706, + "TP": 0.0, + "n_pred": 1713.6470588235295, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.9285384225100719, + "FN": 152.2941176470588, + "FP": 186.05882352941177, + "IoU": 0.8708689295755168, + "TN": 232745.88235294117, + "TP": 3994.3529411764707, + "n_pred": 4180.411764705882, + "n_ref": 4146.64705882353 + }, + "3": { + "Dice": 0.9704891061379552, + "FN": 40.588235294117645, + "FP": 100.0, + "IoU": 0.9427373056922944, + "TN": 234159.0, + "TP": 2779.0, + "n_pred": 2879.0, + "n_ref": 2819.5882352941176 + }, + "4": { + "Dice": 0.20007069635913752, + "FN": 640.0, + "FP": 102.3529411764706, + "IoU": 0.14292929292929293, + "TN": 236302.9411764706, + "TP": 33.294117647058826, + "n_pred": 135.64705882352942, + "n_ref": 673.2941176470588 + }, + "5": { + "Dice": 0.48774731266249516, + "FN": 513.4117647058823, + "FP": 133.35294117647058, + "IoU": 0.4162947214854345, + "TN": 235446.29411764705, + "TP": 985.5294117647059, + "n_pred": 1118.8823529411766, + "n_ref": 1498.9411764705883 + }, + "6": { + "Dice": 0.5404542892417419, + "FN": 2159.5882352941176, + "FP": 3235.764705882353, + "IoU": 0.49403138020882476, + "TN": 208802.23529411765, + "TP": 22881.0, + "n_pred": 26116.764705882353, + "n_ref": 25040.58823529412 + }, + "7": { + "Dice": 0.5268617698857889, + "FN": 14083.411764705883, + "FP": 1380.0, + "IoU": 0.4504227538360493, + "TN": 203465.29411764705, + "TP": 18149.882352941175, + "n_pred": 19529.882352941175, + "n_ref": 32233.29411764706 + }, + "8": { + "Dice": 0.9354657393546889, + "FN": 200.23529411764707, + "FP": 191.88235294117646, + "IoU": 0.8816688369136448, + "TN": 231390.76470588235, + "TP": 5295.705882352941, + "n_pred": 5487.588235294118, + "n_ref": 5495.941176470588 + }, + "9": { + "Dice": 0.5506168603298084, + "FN": 195.23529411764707, + "FP": 284.05882352941177, + "IoU": 0.5096920865287463, + "TN": 233559.58823529413, + "TP": 3039.705882352941, + "n_pred": 3323.764705882353, + "n_ref": 3234.9411764705883 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 9268, + "IoU": 0.0, + "TN": 165964, + "TP": 0, + "n_pred": 9268, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 800, + "IoU": 0.0, + "TN": 174432, + "TP": 0, + "n_pred": 800, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.3973851030110935, + "FN": 2721, + "FP": 321, + "IoU": 0.24796044499381953, + "TN": 171187, + "TP": 1003, + "n_pred": 1324, + "n_ref": 3724 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.16532553035844916, + "FN": 1682, + "FP": 600, + "IoU": 0.09011164274322168, + "TN": 172724, + "TP": 226, + "n_pred": 826, + "n_ref": 1908 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9405757252679423, + "FN": 309, + "FP": 750, + "IoU": 0.8878177966101695, + "TN": 165792, + "TP": 8381, + "n_pred": 9131, + "n_ref": 8690 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9096436188937898, + "FN": 19812, + "FP": 2005, + "IoU": 0.8342626637090158, + "TN": 43596, + "TP": 109819, + "n_pred": 111824, + "n_ref": 129631 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 36, + "IoU": 0.0, + "TN": 175196, + "TP": 0, + "n_pred": 36, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8725035581470089, + "FN": 297, + "FP": 2480, + "IoU": 0.7738415180389282, + "TN": 162953, + "TP": 9502, + "n_pred": 11982, + "n_ref": 9799 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7601351351351351, + "FN": 295, + "FP": 699, + "IoU": 0.6130790190735694, + "TN": 347895, + "TP": 1575, + "n_pred": 2274, + "n_ref": 1870 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1146, + "IoU": 0.0, + "TN": 349318, + "TP": 0, + "n_pred": 1146, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 466, + "IoU": 0.0, + "TN": 349998, + "TP": 0, + "n_pred": 466, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9094523766491958, + "FN": 580, + "FP": 422, + "IoU": 0.8339410009943653, + "TN": 344430, + "TP": 5032, + "n_pred": 5454, + "n_ref": 5612 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 668, + "IoU": 0.0, + "TN": 349796, + "TP": 0, + "n_pred": 668, + "n_ref": 0 + }, + "7": { + "Dice": 0.9652729642514833, + "FN": 10223, + "FP": 248, + "IoU": 0.9328769142996339, + "TN": 194467, + "TP": 145526, + "n_pred": 145774, + "n_ref": 155749 + }, + "8": { + "Dice": 0.984094241618411, + "FN": 662, + "FP": 618, + "IoU": 0.9686865474472197, + "TN": 309587, + "TP": 39597, + "n_pred": 40215, + "n_ref": 40259 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 350461, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.851506264996001, + "FN": 700, + "FP": 414, + "IoU": 0.7414113277623027, + "TN": 170924, + "TP": 3194, + "n_pred": 3608, + "n_ref": 3894 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7991473235433444, + "FN": 114, + "FP": 734, + "IoU": 0.665483234714004, + "TN": 172697, + "TP": 1687, + "n_pred": 2421, + "n_ref": 1801 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9780728672655248, + "FN": 22, + "FP": 371, + "IoU": 0.9570867001528718, + "TN": 166074, + "TP": 8765, + "n_pred": 9136, + "n_ref": 8787 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6002120890774125, + "FN": 611, + "FP": 143, + "IoU": 0.4287878787878788, + "TN": 173912, + "TP": 566, + "n_pred": 709, + "n_ref": 1177 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9111714702479754, + "FN": 1135, + "FP": 2397, + "IoU": 0.8368365131426988, + "TN": 153585, + "TP": 18115, + "n_pred": 20512, + "n_ref": 19250 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8643379366368806, + "FN": 2, + "FP": 165, + "IoU": 0.7610872675250357, + "TN": 174533, + "TP": 532, + "n_pred": 697, + "n_ref": 534 + }, + "9": { + "Dice": 0.9402467513505621, + "FN": 2126, + "FP": 1148, + "IoU": 0.8872317707436366, + "TN": 146199, + "TP": 25759, + "n_pred": 26907, + "n_ref": 27885 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9006313240508519, + "FN": 899, + "FP": 250, + "IoU": 0.8192259282567652, + "TN": 344108, + "TP": 5207, + "n_pred": 5457, + "n_ref": 6106 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8318244170096022, + "FN": 629, + "FP": 597, + "IoU": 0.7120713950211367, + "TN": 346206, + "TP": 3032, + "n_pred": 3629, + "n_ref": 3661 + }, + "6": { + "Dice": 0.9097004476522905, + "FN": 1910, + "FP": 2669, + "IoU": 0.8343582694255535, + "TN": 322820, + "TP": 23065, + "n_pred": 25734, + "n_ref": 24975 + }, + "7": { + "Dice": 0.9494480188269516, + "FN": 1738, + "FP": 3267, + "IoU": 0.9037611044879437, + "TN": 298458, + "TP": 47001, + "n_pred": 50268, + "n_ref": 48739 + }, + "8": { + "Dice": 0.8963379822200473, + "FN": 1169, + "FP": 102, + "IoU": 0.8121489801950931, + "TN": 343698, + "TP": 5495, + "n_pred": 5597, + "n_ref": 6664 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 3697, + "FP": 0, + "IoU": 0.0, + "TN": 171535, + "TP": 0, + "n_pred": 0, + "n_ref": 3697 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 175224, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "6": { + "Dice": 0.8713329039430382, + "FN": 10852, + "FP": 3731, + "IoU": 0.7720016885289473, + "TN": 111271, + "TP": 49378, + "n_pred": 53109, + "n_ref": 60230 + }, + "7": { + "Dice": 0.7991581277566285, + "FN": 8149, + "FP": 15803, + "IoU": 0.6654982193980867, + "TN": 103627, + "TP": 47653, + "n_pred": 63456, + "n_ref": 55802 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8187192905364918, + "FN": 3242, + "FP": 5834, + "IoU": 0.6930776774542626, + "TN": 145661, + "TP": 20495, + "n_pred": 26329, + "n_ref": 23737 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5310220906880879, + "FN": 12915, + "FP": 396, + "IoU": 0.36149086199453156, + "TN": 154385, + "TP": 7536, + "n_pred": 7932, + "n_ref": 20451 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9367909238249594, + "FN": 23, + "FP": 55, + "IoU": 0.8810975609756098, + "TN": 174576, + "TP": 578, + "n_pred": 633, + "n_ref": 601 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 1258, + "FP": 0, + "IoU": 0.0, + "TN": 173974, + "TP": 0, + "n_pred": 0, + "n_ref": 1258 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 24, + "FP": 0, + "IoU": 0.0, + "TN": 175208, + "TP": 0, + "n_pred": 0, + "n_ref": 24 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 175225, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "8": { + "Dice": 0.9659161330303656, + "FN": 48, + "FP": 612, + "IoU": 0.9340791050739113, + "TN": 165220, + "TP": 9352, + "n_pred": 9964, + "n_ref": 9400 + }, + "9": { + "Dice": 0.9403339921514708, + "FN": 896, + "FP": 1187, + "IoU": 0.8873871438611667, + "TN": 156735, + "TP": 16414, + "n_pred": 17601, + "n_ref": 17310 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 42, + "IoU": 0.0, + "TN": 175190, + "TP": 0, + "n_pred": 42, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9644325657894737, + "FN": 122, + "FP": 224, + "IoU": 0.9313083184435179, + "TN": 170195, + "TP": 4691, + "n_pred": 4915, + "n_ref": 4813 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 175221, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8314606741573034, + "FN": 78, + "FP": 1287, + "IoU": 0.7115384615384616, + "TN": 345732, + "TP": 3367, + "n_pred": 4654, + "n_ref": 3445 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9596663892953813, + "FN": 2235, + "FP": 1982, + "IoU": 0.9224602371977567, + "TN": 296079, + "TP": 50168, + "n_pred": 52150, + "n_ref": 52403 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9397232953164674, + "FN": 1400, + "FP": 5793, + "IoU": 0.8863000490017862, + "TN": 287201, + "TP": 56070, + "n_pred": 61863, + "n_ref": 57470 + }, + "7": { + "Dice": 0.5840830254660312, + "FN": 29278, + "FP": 218, + "IoU": 0.41251219949409446, + "TN": 300257, + "TP": 20711, + "n_pred": 20929, + "n_ref": 49989 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.4140625, + "FN": 600, + "FP": 0, + "IoU": 0.26108374384236455, + "TN": 174420, + "TP": 212, + "n_pred": 212, + "n_ref": 812 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.532258064516129, + "FN": 36, + "FP": 370, + "IoU": 0.3626373626373626, + "TN": 174595, + "TP": 231, + "n_pred": 601, + "n_ref": 267 + }, + "7": { + "Dice": 0.1639820745344241, + "FN": 158161, + "FP": 37, + "IoU": 0.08931398340941668, + "TN": 1519, + "TP": 15515, + "n_pred": 15552, + "n_ref": 173676 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.697459769653678, + "FN": 7511, + "FP": 28, + "IoU": 0.5354612114116705, + "TN": 334235, + "TP": 8690, + "n_pred": 8718, + "n_ref": 16201 + }, + "6": { + "Dice": 0.9696692577351014, + "FN": 442, + "FP": 1747, + "IoU": 0.9411242603550296, + "TN": 313284, + "TP": 34991, + "n_pred": 36738, + "n_ref": 35433 + }, + "7": { + "Dice": 0.4904499423150878, + "FN": 2208, + "FP": 1767, + "IoU": 0.324898097826087, + "TN": 344576, + "TP": 1913, + "n_pred": 3680, + "n_ref": 4121 + }, + "8": { + "Dice": 0.9098176367724207, + "FN": 288, + "FP": 73, + "IoU": 0.8345554537121906, + "TN": 348282, + "TP": 1821, + "n_pred": 1894, + "n_ref": 2109 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.949768461239351, + "FN": 988, + "FP": 433, + "IoU": 0.9043419723998654, + "TN": 335609, + "TP": 13434, + "n_pred": 13867, + "n_ref": 14422 + }, + "10": { + "Dice": 0.8187711659409772, + "FN": 3228, + "FP": 518, + "IoU": 0.6931520314547838, + "TN": 338256, + "TP": 8462, + "n_pred": 8980, + "n_ref": 11690 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7160565004324013, + "FN": 1018, + "FP": 952, + "IoU": 0.5577009429726089, + "TN": 346010, + "TP": 2484, + "n_pred": 3436, + "n_ref": 3502 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 68, + "IoU": 0.0, + "TN": 350396, + "TP": 0, + "n_pred": 68, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 8004, + "IoU": 0.0, + "TN": 342460, + "TP": 0, + "n_pred": 8004, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9765456464864368, + "FN": 568, + "FP": 1476, + "IoU": 0.9541662929410709, + "TN": 305868, + "TP": 42552, + "n_pred": 44028, + "n_ref": 43120 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 1220, + "IoU": 0.0, + "TN": 349244, + "TP": 0, + "n_pred": 1220, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9094784462134065, + "FN": 1562, + "FP": 519, + "IoU": 0.8339848424411648, + "TN": 337929, + "TP": 10454, + "n_pred": 10973, + "n_ref": 12016 + }, + "8": { + "Dice": 0.9765201018938975, + "FN": 342, + "FP": 82, + "IoU": 0.9541175197489449, + "TN": 341223, + "TP": 8817, + "n_pred": 8899, + "n_ref": 9159 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9475780428890159, + "FN": 8464, + "FP": 65, + "IoU": 0.9003784427780503, + "TN": 89618, + "TP": 77085, + "n_pred": 77150, + "n_ref": 85549 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2930, + "IoU": 0.0, + "TN": 172302, + "TP": 0, + "n_pred": 2930, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 2123, + "FP": 0, + "IoU": 0.0, + "TN": 173109, + "TP": 0, + "n_pred": 0, + "n_ref": 2123 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9686485067853511, + "FN": 963, + "FP": 1904, + "IoU": 0.939203087558581, + "TN": 128075, + "TP": 44290, + "n_pred": 46194, + "n_ref": 45253 + }, + "10": { + "Dice": 0.0, + "FN": 376, + "FP": 0, + "IoU": 0.0, + "TN": 174856, + "TP": 0, + "n_pred": 0, + "n_ref": 376 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8774834437086093, + "FN": 69, + "FP": 5, + "IoU": 0.7817109144542773, + "TN": 174893, + "TP": 265, + "n_pred": 270, + "n_ref": 334 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7017389390270746, + "FN": 382, + "FP": 973, + "IoU": 0.5405222109189556, + "TN": 172283, + "TP": 1594, + "n_pred": 2567, + "n_ref": 1976 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 288, + "IoU": 0.0, + "TN": 174944, + "TP": 0, + "n_pred": 288, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.31130097701831416, + "FN": 17301, + "FP": 110, + "IoU": 0.18434367094537618, + "TN": 153886, + "TP": 3935, + "n_pred": 4045, + "n_ref": 21236 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8275862068965517, + "FN": 0, + "FP": 5, + "IoU": 0.7058823529411765, + "TN": 175215, + "TP": 12, + "n_pred": 17, + "n_ref": 12 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 9011, + "FP": 1597, + "IoU": 0.0, + "TN": 164624, + "TP": 0, + "n_pred": 1597, + "n_ref": 9011 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9749646435771673, + "FN": 1052, + "FP": 3940, + "IoU": 0.9511522090121826, + "TN": 73037, + "TP": 97203, + "n_pred": 101143, + "n_ref": 98255 + }, + "7": { + "Dice": 0.8751230718739744, + "FN": 3035, + "FP": 1531, + "IoU": 0.7779722830051058, + "TN": 154667, + "TP": 15999, + "n_pred": 17530, + "n_ref": 19034 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 3622, + "FP": 0, + "IoU": 0.0, + "TN": 346842, + "TP": 0, + "n_pred": 0, + "n_ref": 3622 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 268, + "IoU": 0.0, + "TN": 350196, + "TP": 0, + "n_pred": 268, + "n_ref": 0 + }, + "12": { + "Dice": 0.17921635434412267, + "FN": 1849, + "FP": 560, + "IoU": 0.09842814371257486, + "TN": 347792, + "TP": 263, + "n_pred": 823, + "n_ref": 2112 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 11394, + "IoU": 0.0, + "TN": 339070, + "TP": 0, + "n_pred": 11394, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.00744205826068467, + "FN": 50, + "FP": 27958, + "IoU": 0.003734926902144915, + "TN": 322351, + "TP": 105, + "n_pred": 28063, + "n_ref": 155 + }, + "7": { + "Dice": 0.23472389356865891, + "FN": 22872, + "FP": 22, + "IoU": 0.1329672410528309, + "TN": 324059, + "TP": 3511, + "n_pred": 3533, + "n_ref": 26383 + }, + "8": { + "Dice": 0.951236143310799, + "FN": 893, + "FP": 1610, + "IoU": 0.9070069846931194, + "TN": 323548, + "TP": 24413, + "n_pred": 26023, + "n_ref": 25306 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0398.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.3359842255453977, + "FN": 740.8156862745096, + "FP": 760.1215686274511, + "IoU": 0.28970332690099526, + "TN": 202450.4431372549, + "TP": 2203.913725490196, + "n_pred": 2964.035294117647, + "n_ref": 2944.729411764705 + }, + "mean": { + "1": { + "Dice": 0.24444643818410192, + "FN": 42.23529411764706, + "FP": 1257.2941176470588, + "IoU": 0.23913425080747086, + "TN": 203253.0588235294, + "TP": 1602.7058823529412, + "n_pred": 2860.0, + "n_ref": 1644.9411764705883 + }, + "10": { + "Dice": 0.25086316957425164, + "FN": 142.52941176470588, + "FP": 897.0588235294117, + "IoU": 0.19413501695421662, + "TN": 204569.9411764706, + "TP": 545.7647058823529, + "n_pred": 1442.8235294117646, + "n_ref": 688.2941176470588 + }, + "11": { + "Dice": 0.0, + "FN": 0.0, + "FP": 0.17647058823529413, + "IoU": 0.0, + "TN": 206155.11764705883, + "TP": 0.0, + "n_pred": 0.17647058823529413, + "n_ref": 0.0 + }, + "12": { + "Dice": 0.04112554112554113, + "FN": 9.764705882352942, + "FP": 2.7058823529411766, + "IoU": 0.02240566037735849, + "TN": 206141.70588235295, + "TP": 1.1176470588235294, + "n_pred": 3.823529411764706, + "n_ref": 10.882352941176471 + }, + "13": { + "Dice": 0.03318593580004169, + "FN": 1465.7058823529412, + "FP": 146.05882352941177, + "IoU": 0.017473825533139007, + "TN": 204458.5294117647, + "TP": 85.0, + "n_pred": 231.05882352941177, + "n_ref": 1550.7058823529412 + }, + "14": { + "Dice": 0.463818078167854, + "FN": 748.7058823529412, + "FP": 1873.6470588235295, + "IoU": 0.4325193178678767, + "TN": 197454.82352941178, + "TP": 6078.117647058823, + "n_pred": 7951.764705882353, + "n_ref": 6826.823529411765 + }, + "15": { + "Dice": 0.7810144927536232, + "FN": 308.8235294117647, + "FP": 46.705882352941174, + "IoU": 0.6407085958863393, + "TN": 205165.76470588235, + "TP": 634.0, + "n_pred": 680.7058823529412, + "n_ref": 942.8235294117648 + }, + "2": { + "Dice": 0.1555940689389563, + "FN": 3.176470588235294, + "FP": 2274.3529411764707, + "IoU": 0.14590104730949802, + "TN": 203830.23529411765, + "TP": 47.529411764705884, + "n_pred": 2321.8823529411766, + "n_ref": 50.705882352941174 + }, + "3": { + "Dice": 0.5021857124506979, + "FN": 3350.529411764706, + "FP": 309.05882352941177, + "IoU": 0.43040816154658845, + "TN": 197157.41176470587, + "TP": 5338.294117647059, + "n_pred": 5647.35294117647, + "n_ref": 8688.823529411764 + }, + "4": { + "Dice": 0.11921190974062863, + "FN": 917.1764705882352, + "FP": 377.47058823529414, + "IoU": 0.0724909568134081, + "TN": 204631.4705882353, + "TP": 229.1764705882353, + "n_pred": 606.6470588235294, + "n_ref": 1146.3529411764705 + }, + "5": { + "Dice": 0.0, + "FN": 3.588235294117647, + "FP": 0.0, + "IoU": 0.0, + "TN": 206151.70588235295, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 3.588235294117647 + }, + "6": { + "Dice": 0.5173828117402195, + "FN": 1020.0588235294117, + "FP": 2481.3529411764707, + "IoU": 0.4620754618373707, + "TN": 193205.41176470587, + "TP": 9448.470588235294, + "n_pred": 11929.823529411764, + "n_ref": 10468.529411764706 + }, + "7": { + "Dice": 0.3870291815103588, + "FN": 2347.705882352941, + "FP": 991.0588235294117, + "IoU": 0.33860522438455964, + "TN": 197308.70588235295, + "TP": 5507.823529411765, + "n_pred": 6498.882352941177, + "n_ref": 7855.529411764706 + }, + "8": { + "Dice": 0.9248879376115114, + "FN": 163.41176470588235, + "FP": 216.41176470588235, + "IoU": 0.8604706738744486, + "TN": 203366.82352941178, + "TP": 2408.6470588235293, + "n_pred": 2625.0588235294117, + "n_ref": 2572.0588235294117 + }, + "9": { + "Dice": 0.6190181055831785, + "FN": 588.8235294117648, + "FP": 528.4705882352941, + "IoU": 0.4892217103226552, + "TN": 203905.9411764706, + "TP": 1132.0588235294117, + "n_pred": 1660.5294117647059, + "n_ref": 1720.8823529411766 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.35322777101096225, + "FN": 295, + "FP": 767, + "IoU": 0.21449704142011836, + "TN": 173880, + "TP": 290, + "n_pred": 1057, + "n_ref": 585 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 951, + "FP": 69, + "IoU": 0.0, + "TN": 174212, + "TP": 0, + "n_pred": 69, + "n_ref": 951 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 175223, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0011792452830188679, + "FN": 1634, + "FP": 60, + "IoU": 0.0005899705014749262, + "TN": 173537, + "TP": 1, + "n_pred": 61, + "n_ref": 1635 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8480332697972621, + "FN": 6590, + "FP": 16212, + "IoU": 0.7361612515042117, + "TN": 88808, + "TP": 63622, + "n_pred": 79834, + "n_ref": 70212 + }, + "7": { + "Dice": 0.06774182909534646, + "FN": 23321, + "FP": 4946, + "IoU": 0.035058373728408546, + "TN": 145938, + "TP": 1027, + "n_pred": 5973, + "n_ref": 24348 + }, + "8": { + "Dice": 0.9139013085032199, + "FN": 162, + "FP": 1937, + "IoU": 0.8414532819699373, + "TN": 161993, + "TP": 11140, + "n_pred": 13077, + "n_ref": 11302 + }, + "9": { + "Dice": 0.35918622848200316, + "FN": 5261, + "FP": 4976, + "IoU": 0.21890737066992216, + "TN": 162126, + "TP": 2869, + "n_pred": 7845, + "n_ref": 8130 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1892, + "IoU": 0.0, + "TN": 173340, + "TP": 0, + "n_pred": 1892, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.029339853300733496, + "FN": 350, + "FP": 47, + "IoU": 0.01488833746898263, + "TN": 174829, + "TP": 6, + "n_pred": 53, + "n_ref": 356 + }, + "7": { + "Dice": 0.8784672576494138, + "FN": 1172, + "FP": 1378, + "IoU": 0.7832738398776135, + "TN": 163466, + "TP": 9216, + "n_pred": 10594, + "n_ref": 10388 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9777857527364077, + "FN": 718, + "FP": 520, + "IoU": 0.9565370032298834, + "TN": 146748, + "TP": 27246, + "n_pred": 27766, + "n_ref": 27964 + }, + "10": { + "Dice": 0.8876963350785341, + "FN": 367, + "FP": 1349, + "IoU": 0.7980701341492116, + "TN": 166734, + "TP": 6782, + "n_pred": 8131, + "n_ref": 7149 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.1645021645021645, + "FN": 166, + "FP": 27, + "IoU": 0.08962264150943396, + "TN": 175020, + "TP": 19, + "n_pred": 46, + "n_ref": 185 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 116, + "IoU": 0.0, + "TN": 175116, + "TP": 0, + "n_pred": 116, + "n_ref": 0 + }, + "3": { + "Dice": 0.9510347962570652, + "FN": 1119, + "FP": 4590, + "IoU": 0.9066409380059198, + "TN": 114081, + "TP": 55442, + "n_pred": 60032, + "n_ref": 56561 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.927636156335708, + "FN": 12728, + "FP": 3393, + "IoU": 0.8650386357357533, + "TN": 55783, + "TP": 103328, + "n_pred": 106721, + "n_ref": 116056 + }, + "15": { + "Dice": 0.7810144927536232, + "FN": 5250, + "FP": 794, + "IoU": 0.6407085958863393, + "TN": 158410, + "TP": 10778, + "n_pred": 11572, + "n_ref": 16028 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 175227, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 395, + "IoU": 0.0, + "TN": 174837, + "TP": 0, + "n_pred": 395, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9206665927650297, + "FN": 1560, + "FP": 587, + "IoU": 0.8529955494693598, + "TN": 160627, + "TP": 12458, + "n_pred": 13045, + "n_ref": 14018 + }, + "9": { + "Dice": 0.7916097404162983, + "FN": 2592, + "FP": 1, + "IoU": 0.6550944400106411, + "TN": 167714, + "TP": 4925, + "n_pred": 4926, + "n_ref": 7517 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 577, + "FP": 61, + "IoU": 0.0, + "TN": 174594, + "TP": 0, + "n_pred": 61, + "n_ref": 577 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 175229, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 175219, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "13": { + "Dice": 0.11048959114237933, + "FN": 14031, + "FP": 1394, + "IoU": 0.0584752487334432, + "TN": 158849, + "TP": 958, + "n_pred": 2352, + "n_ref": 14989 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 210, + "IoU": 0.0, + "TN": 175022, + "TP": 0, + "n_pred": 210, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 47, + "IoU": 0.0, + "TN": 175185, + "TP": 0, + "n_pred": 47, + "n_ref": 0 + }, + "8": { + "Dice": 0.9400959115662847, + "FN": 1056, + "FP": 1155, + "IoU": 0.8869631901840491, + "TN": 155672, + "TP": 17349, + "n_pred": 18504, + "n_ref": 18405 + }, + "9": { + "Dice": 0.43170878459687123, + "FN": 946, + "FP": 2832, + "IoU": 0.2752733550738538, + "TN": 170019, + "TP": 1435, + "n_pred": 4267, + "n_ref": 2381 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3343, + "IoU": 0.0, + "TN": 347121, + "TP": 0, + "n_pred": 3343, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 28459, + "IoU": 0.0, + "TN": 322005, + "TP": 0, + "n_pred": 28459, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 4120, + "IoU": 0.0, + "TN": 346344, + "TP": 0, + "n_pred": 4120, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3922, + "IoU": 0.0, + "TN": 346542, + "TP": 0, + "n_pred": 3922, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 518, + "IoU": 0.0, + "TN": 349946, + "TP": 0, + "n_pred": 518, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 38249, + "IoU": 0.0, + "TN": 312215, + "TP": 0, + "n_pred": 38249, + "n_ref": 0 + }, + "3": { + "Dice": 0.5555223410950283, + "FN": 55840, + "FP": 662, + "IoU": 0.38458354663384564, + "TN": 258653, + "TP": 35309, + "n_pred": 35971, + "n_ref": 91149 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 61, + "FP": 0, + "IoU": 0.0, + "TN": 350403, + "TP": 0, + "n_pred": 0, + "n_ref": 61 + }, + "6": { + "Dice": 0.1854287444838626, + "FN": 1188, + "FP": 17640, + "IoU": 0.10218873682704688, + "TN": 329493, + "TP": 2143, + "n_pred": 19783, + "n_ref": 3331 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8935676688375412, + "FN": 1211, + "FP": 1175, + "IoU": 0.8076116755362038, + "TN": 338062, + "TP": 10016, + "n_pred": 11191, + "n_ref": 11227 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 175231, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 26, + "IoU": 0.0, + "TN": 175206, + "TP": 0, + "n_pred": 26, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9335644136337378, + "FN": 54, + "FP": 61, + "IoU": 0.875406283856988, + "TN": 174309, + "TP": 808, + "n_pred": 869, + "n_ref": 862 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 175230, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 6251, + "IoU": 0.0, + "TN": 168981, + "TP": 0, + "n_pred": 6251, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9630047108114719, + "FN": 2824, + "FP": 655, + "IoU": 0.9286490699152977, + "TN": 126473, + "TP": 45280, + "n_pred": 45935, + "n_ref": 48104 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2835, + "IoU": 0.0, + "TN": 172397, + "TP": 0, + "n_pred": 2835, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 795, + "IoU": 0.0, + "TN": 174437, + "TP": 0, + "n_pred": 795, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9546831608179752, + "FN": 505, + "FP": 213, + "IoU": 0.9132954957130781, + "TN": 166951, + "TP": 7563, + "n_pred": 7776, + "n_ref": 8068 + }, + "7": { + "Dice": 0.7463651050080775, + "FN": 669, + "FP": 116, + "IoU": 0.595360824742268, + "TN": 173292, + "TP": 1155, + "n_pred": 1271, + "n_ref": 1824 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 81, + "FP": 0, + "IoU": 0.0, + "TN": 175151, + "TP": 0, + "n_pred": 0, + "n_ref": 81 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0886260236578708, + "FN": 9935, + "FP": 81, + "IoU": 0.04636770446539084, + "TN": 164729, + "TP": 487, + "n_pred": 568, + "n_ref": 10422 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.35645648393886703, + "FN": 13958, + "FP": 106, + "IoU": 0.21688289993874937, + "TN": 157273, + "TP": 3895, + "n_pred": 4001, + "n_ref": 17853 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9379349767774205, + "FN": 4140, + "FP": 203, + "IoU": 0.883123873085928, + "TN": 138073, + "TP": 32816, + "n_pred": 33019, + "n_ref": 36956 + }, + "7": { + "Dice": 0.0, + "FN": 3031, + "FP": 86, + "IoU": 0.0, + "TN": 172115, + "TP": 0, + "n_pred": 86, + "n_ref": 3031 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 557, + "IoU": 0.0, + "TN": 174675, + "TP": 0, + "n_pred": 557, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.2642549113560134, + "FN": 1103, + "FP": 11181, + "IoU": 0.15224292615596963, + "TN": 160742, + "TP": 2206, + "n_pred": 13387, + "n_ref": 3309 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 175213, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9087706186942828, + "FN": 1609, + "FP": 100, + "IoU": 0.8327952255160943, + "TN": 165011, + "TP": 8512, + "n_pred": 8612, + "n_ref": 10121 + }, + "7": { + "Dice": 0.9606922801208418, + "FN": 2208, + "FP": 2398, + "IoU": 0.9243578795244038, + "TN": 114340, + "TP": 56286, + "n_pred": 58684, + "n_ref": 58494 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 16716, + "IoU": 0.0, + "TN": 158516, + "TP": 0, + "n_pred": 16716, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.3466327827191868, + "FN": 135, + "FP": 2436, + "IoU": 0.20965262834306794, + "TN": 171979, + "TP": 682, + "n_pred": 3118, + "n_ref": 817 + }, + "7": { + "Dice": 0.8299961617195496, + "FN": 9510, + "FP": 1120, + "IoU": 0.709396101588343, + "TN": 138653, + "TP": 25949, + "n_pred": 27069, + "n_ref": 35459 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2977270/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0387.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.42567222260444, + "FN": 1306.7788671023966, + "FP": 874.3257952069716, + "IoU": 0.36578570069342536, + "TN": 235537.380130719, + "TP": 3483.209324618736, + "n_pred": 4357.535119825708, + "n_ref": 4789.988191721133 + }, + "mean": { + "1": { + "Dice": 0.4282379885850859, + "FN": 1929.6189542483658, + "FP": 936.5614379084967, + "IoU": 0.39083723516805347, + "TN": 233876.21895424835, + "TP": 4459.29477124183, + "n_pred": 5395.856209150326, + "n_ref": 6388.913725490196 + }, + "10": { + "Dice": 0.41592473079517533, + "FN": 1154.0954248366015, + "FP": 451.1875816993464, + "IoU": 0.3263943271379276, + "TN": 238082.39869281044, + "TP": 1514.0124183006537, + "n_pred": 1965.1999999999996, + "n_ref": 2668.1078431372553 + }, + "11": { + "Dice": 0.37240119037096464, + "FN": 124.80261437908499, + "FP": 56.32941176470589, + "IoU": 0.29186247448801056, + "TN": 240801.74640522874, + "TP": 218.8156862745098, + "n_pred": 275.14509803921567, + "n_ref": 343.6183006535947 + }, + "12": { + "Dice": 0.16063082971695733, + "FN": 100.39411764705883, + "FP": 29.500653594771244, + "IoU": 0.10945225594939137, + "TN": 241026.19150326797, + "TP": 45.6078431372549, + "n_pred": 75.10849673202614, + "n_ref": 146.00196078431372 + }, + "13": { + "Dice": 0.2678734108967502, + "FN": 1239.226797385621, + "FP": 227.36601307189545, + "IoU": 0.20117551777528891, + "TN": 239072.24444444446, + "TP": 662.856862745098, + "n_pred": 890.2228758169935, + "n_ref": 1902.083660130719 + }, + "14": { + "Dice": 0.33006601551022985, + "FN": 3282.4640522875816, + "FP": 1259.4117647058824, + "IoU": 0.28172790066822995, + "TN": 233891.85490196076, + "TP": 2767.9633986928106, + "n_pred": 4027.375163398693, + "n_ref": 6050.427450980393 + }, + "15": { + "Dice": 0.2714136129915846, + "FN": 834.0980392156864, + "FP": 664.2718954248365, + "IoU": 0.21023284505952394, + "TN": 239330.47581699345, + "TP": 372.8483660130719, + "n_pred": 1037.1202614379085, + "n_ref": 1206.9464052287583 + }, + "2": { + "Dice": 0.5870564288875573, + "FN": 570.69477124183, + "FP": 956.9444444444446, + "IoU": 0.5361379284991704, + "TN": 236873.8052287582, + "TP": 2800.2496732026148, + "n_pred": 3757.1941176470586, + "n_ref": 3370.9444444444443 + }, + "3": { + "Dice": 0.6362683002773302, + "FN": 1143.4483660130718, + "FP": 654.4503267973856, + "IoU": 0.5880794750090486, + "TN": 234754.9908496732, + "TP": 4648.804575163399, + "n_pred": 5303.254901960785, + "n_ref": 5792.25294117647 + }, + "4": { + "Dice": 0.0984585973445207, + "FN": 324.5823529411765, + "FP": 129.45359477124185, + "IoU": 0.06400455204059041, + "TN": 240694.60849673202, + "TP": 53.049673202614386, + "n_pred": 182.5032679738562, + "n_ref": 377.6320261437908 + }, + "5": { + "Dice": 0.3480347867850651, + "FN": 283.79607843137256, + "FP": 172.6450980392157, + "IoU": 0.2738484754110763, + "TN": 240282.57254901962, + "TP": 462.68039215686275, + "n_pred": 635.3254901960785, + "n_ref": 746.4764705882352 + }, + "6": { + "Dice": 0.5432599997773615, + "FN": 3528.0986928104576, + "FP": 4487.0810457516345, + "IoU": 0.4849719051938911, + "TN": 215443.11895424835, + "TP": 17743.3954248366, + "n_pred": 22230.476470588233, + "n_ref": 21271.49411764706 + }, + "7": { + "Dice": 0.45593703053594564, + "FN": 4100.937254901961, + "FP": 2012.9588235294118, + "IoU": 0.39245661909942886, + "TN": 226350.37647058823, + "TP": 8737.421568627451, + "n_pred": 10750.380392156861, + "n_ref": 12838.358823529412 + }, + "8": { + "Dice": 0.8466367901441592, + "FN": 328.47777777777776, + "FP": 361.8973856209151, + "IoU": 0.7965459063389243, + "TN": 235359.12418300653, + "TP": 5152.19477124183, + "n_pred": 5514.0921568627455, + "n_ref": 5480.672549019608 + }, + "9": { + "Dice": 0.6228836264479126, + "FN": 656.9477124183006, + "FP": 714.8274509803921, + "IoU": 0.5390580925628252, + "TN": 237220.97450980396, + "TP": 2608.9444444444443, + "n_pred": 3323.7718954248367, + "n_ref": 3265.892156862745 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/loop_003/summary.json b/nnActive_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/loop_003/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bd2e7787ac19a990d982c60201796614134db1d3 --- /dev/null +++ b/nnActive_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/loop_003/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.7141075726103122, + "FN": 28808.63466666667, + "FP": 16434.647999999997, + "IoU": 0.6060665838589917, + "TN": 96253935.66133335, + "TP": 157781.89600000004, + "n_pred": 174216.54400000005, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.8913656517463209, + "FN": 23511.88, + "FP": 11120.52, + "IoU": 0.8278574163791791, + "TN": 96251552.18, + "TP": 170776.26, + "n_pred": 181896.78, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.6742095173798353, + "FN": 25494.8, + "FP": 13132.86, + "IoU": 0.5374988081952147, + "TN": 96369605.42, + "TP": 48727.76, + "n_pred": 61860.62, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.6549447014312354, + "FN": 1514.26, + "FP": 495.58, + "IoU": 0.5092524421210605, + "TN": 96452764.88, + "TP": 2186.12, + "n_pred": 2681.7, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.4245841999655061, + "FN": 2869.7, + "FP": 201.4, + "IoU": 0.29347769020306375, + "TN": 96452522.78, + "TP": 1366.96, + "n_pred": 1568.36, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.5084292420394008, + "FN": 33462.04, + "FP": 9019.58, + "IoU": 0.3717428116337981, + "TN": 96390083.12, + "TP": 24396.1, + "n_pred": 33415.68, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.6802813558617715, + "FN": 54088.4, + "FP": 17145.82, + "IoU": 0.5767786287900276, + "TN": 96301456.88, + "TP": 84269.74, + "n_pred": 101415.56, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.5568220567992368, + "FN": 25807.94, + "FP": 11019.08, + "IoU": 0.4148054671070466, + "TN": 96391894.72, + "TP": 28239.1, + "n_pred": 39258.18, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.8474584675892093, + "FN": 21140.02, + "FP": 27579.82, + "IoU": 0.7513155924885113, + "TN": 96272539.32, + "TP": 135701.68, + "n_pred": 163281.5, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.8419552042102204, + "FN": 29860.16, + "FP": 18707.48, + "IoU": 0.7425978989395913, + "TN": 96274850.78, + "TP": 133542.42, + "n_pred": 152249.9, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.5148756921974719, + "FN": 15933.18, + "FP": 1098.28, + "IoU": 0.4158909314062031, + "TN": 96429285.06, + "TP": 10644.32, + "n_pred": 11742.6, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.6512591470740454, + "FN": 8493.38, + "FP": 1626.48, + "IoU": 0.5132978593377925, + "TN": 96438182.2, + "TP": 8658.78, + "n_pred": 10285.26, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9454614892096278, + "FN": 73405.2, + "FP": 79558.62, + "IoU": 0.8995085370854611, + "TN": 95018178.6, + "TP": 1285818.42, + "n_pred": 1365377.04, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.7607509157139519, + "FN": 91786.18, + "FP": 35552.16, + "IoU": 0.6514468730749986, + "TN": 96082484.02, + "TP": 247138.48, + "n_pred": 282690.64, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.9164738771842561, + "FN": 12104.92, + "FP": 10806.62, + "IoU": 0.8478858065837013, + "TN": 96313785.04, + "TP": 120264.26, + "n_pred": 131070.88, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.8427420707525914, + "FN": 12657.46, + "FP": 9455.42, + "IoU": 0.7376419945392269, + "TN": 96369849.92, + "TP": 64998.04, + "n_pred": 74453.46, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9312487408679794, + "FN": 4863, + "FP": 8105, + "IoU": 0.8713428245448683, + "TN": 119492525, + "TP": 87827, + "n_pred": 95932, + "n_ref": 92690 + }, + "10": { + "Dice": 0.6631375807445925, + "FN": 25853, + "FP": 24419, + "IoU": 0.4960402590372316, + "TN": 119493566, + "TP": 49482, + "n_pred": 73901, + "n_ref": 75335 + }, + "11": { + "Dice": 0.7089147923165325, + "FN": 1387, + "FP": 386, + "IoU": 0.5490844354018312, + "TN": 119589388, + "TP": 2159, + "n_pred": 2545, + "n_ref": 3546 + }, + "12": { + "Dice": 0.7085014972008853, + "FN": 1744, + "FP": 495, + "IoU": 0.5485887096774194, + "TN": 119588360, + "TP": 2721, + "n_pred": 3216, + "n_ref": 4465 + }, + "13": { + "Dice": 0.46737609616711007, + "FN": 29040, + "FP": 25016, + "IoU": 0.30495158988337856, + "TN": 119515547, + "TP": 23717, + "n_pred": 48733, + "n_ref": 52757 + }, + "14": { + "Dice": 0.26103579508584857, + "FN": 210275, + "FP": 400, + "IoU": 0.15010993000786654, + "TN": 119345435, + "TP": 37210, + "n_pred": 37610, + "n_ref": 247485 + }, + "15": { + "Dice": 0.15150032430218136, + "FN": 26206, + "FP": 48361, + "IoU": 0.08195853442332315, + "TN": 119512096, + "TP": 6657, + "n_pred": 55018, + "n_ref": 32863 + }, + "2": { + "Dice": 0.9512142918295711, + "FN": 7472, + "FP": 6204, + "IoU": 0.9069672521462293, + "TN": 119446318, + "TP": 133326, + "n_pred": 139530, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9223899979119411, + "FN": 9141, + "FP": 17992, + "IoU": 0.855959016828582, + "TN": 119404950, + "TP": 161237, + "n_pred": 179229, + "n_ref": 170378 + }, + "4": { + "Dice": 0.22370163979354132, + "FN": 67909, + "FP": 73, + "IoU": 0.12593697365545084, + "TN": 119515543, + "TP": 9795, + "n_pred": 9868, + "n_ref": 77704 + }, + "5": { + "Dice": 0.013627066853946428, + "FN": 63711, + "FP": 16345, + "IoU": 0.006860276147824685, + "TN": 119512711, + "TP": 553, + "n_pred": 16898, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9524136127030535, + "FN": 40482, + "FP": 73581, + "IoU": 0.909150428310295, + "TN": 118337805, + "TP": 1141452, + "n_pred": 1215033, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 139769, + "IoU": 0.0, + "TN": 119453551, + "TP": 0, + "n_pred": 139769, + "n_ref": 0 + }, + "8": { + "Dice": 0.850338703575482, + "FN": 48251, + "FP": 35615, + "IoU": 0.7396428028151087, + "TN": 119271201, + "TP": 238253, + "n_pred": 273868, + "n_ref": 286504 + }, + "9": { + "Dice": 0.799003091585479, + "FN": 21873, + "FP": 5628, + "IoU": 0.6652832209537256, + "TN": 119511158, + "TP": 54661, + "n_pred": 60289, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.918387485269551, + "FN": 11266, + "FP": 20245, + "IoU": 0.8490910309949811, + "TN": 72616852, + "TP": 177297, + "n_pred": 197542, + "n_ref": 188563 + }, + "10": { + "Dice": 0.7451611025409669, + "FN": 17248, + "FP": 17774, + "IoU": 0.5938300956799072, + "TN": 72739435, + "TP": 51203, + "n_pred": 68977, + "n_ref": 68451 + }, + "11": { + "Dice": 0.7135585377140213, + "FN": 705, + "FP": 533, + "IoU": 0.5546762589928057, + "TN": 72822880, + "TP": 1542, + "n_pred": 2075, + "n_ref": 2247 + }, + "12": { + "Dice": 0.44182948490230906, + "FN": 1879, + "FP": 635, + "IoU": 0.2835565688230265, + "TN": 72822151, + "TP": 995, + "n_pred": 1630, + "n_ref": 2874 + }, + "13": { + "Dice": 0.5607020221289584, + "FN": 28139, + "FP": 6403, + "IoU": 0.38956632382568124, + "TN": 72769074, + "TP": 22044, + "n_pred": 28447, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8411327125484713, + "FN": 13115, + "FP": 10975, + "IoU": 0.7258231565050135, + "TN": 72737797, + "TP": 63773, + "n_pred": 74748, + "n_ref": 76888 + }, + "15": { + "Dice": 0.58886720064616, + "FN": 20609, + "FP": 9932, + "IoU": 0.41730105126590733, + "TN": 72773247, + "TP": 21872, + "n_pred": 31804, + "n_ref": 42481 + }, + "2": { + "Dice": 0.8716190320870877, + "FN": 28952, + "FP": 2536, + "IoU": 0.7724510221926737, + "TN": 72687281, + "TP": 106891, + "n_pred": 109427, + "n_ref": 135843 + }, + "3": { + "Dice": 0.8889297098708736, + "FN": 3748, + "FP": 27089, + "IoU": 0.8000661324204466, + "TN": 72671424, + "TP": 123399, + "n_pred": 150488, + "n_ref": 127147 + }, + "4": { + "Dice": 0.6271552258800764, + "FN": 14370, + "FP": 659, + "IoU": 0.4568289421374101, + "TN": 72797991, + "TP": 12640, + "n_pred": 13299, + "n_ref": 27010 + }, + "5": { + "Dice": 0.613530018240939, + "FN": 4771, + "FP": 102, + "IoU": 0.44251229836403155, + "TN": 72816919, + "TP": 3868, + "n_pred": 3970, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9360171792265266, + "FN": 61414, + "FP": 95310, + "IoU": 0.8797295980268545, + "TN": 71522563, + "TP": 1146373, + "n_pred": 1241683, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.8763124013222021, + "FN": 34351, + "FP": 23386, + "IoU": 0.7798541181315225, + "TN": 72563393, + "TP": 204530, + "n_pred": 227916, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9237947661383173, + "FN": 4837, + "FP": 3966, + "IoU": 0.8583815958815959, + "TN": 72763500, + "TP": 53357, + "n_pred": 57323, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8169604798914768, + "FN": 12341, + "FP": 17074, + "IoU": 0.6905605992068085, + "TN": 72730601, + "TP": 65644, + "n_pred": 82718, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9604537322822262, + "FN": 15764, + "FP": 4352, + "IoU": 0.9239162912785134, + "TN": 71545095, + "TP": 244277, + "n_pred": 248629, + "n_ref": 260041 + }, + "10": { + "Dice": 0.7952388498582572, + "FN": 25972, + "FP": 8915, + "IoU": 0.6600800911987372, + "TN": 71706855, + "TP": 67746, + "n_pred": 76661, + "n_ref": 93718 + }, + "11": { + "Dice": 0.6854177130420225, + "FN": 1322, + "FP": 557, + "IoU": 0.521395822720326, + "TN": 71805562, + "TP": 2047, + "n_pred": 2604, + "n_ref": 3369 + }, + "12": { + "Dice": 0.40372893510218716, + "FN": 4820, + "FP": 169, + "IoU": 0.2529200359389039, + "TN": 71802810, + "TP": 1689, + "n_pred": 1858, + "n_ref": 6509 + }, + "13": { + "Dice": 0.5369884280301096, + "FN": 37613, + "FP": 7720, + "IoU": 0.3670431856578378, + "TN": 71737867, + "TP": 26288, + "n_pred": 34008, + "n_ref": 63901 + }, + "14": { + "Dice": 0.7208246003156703, + "FN": 226918, + "FP": 1785, + "IoU": 0.5635072410660437, + "TN": 71285532, + "TP": 295253, + "n_pred": 297038, + "n_ref": 522171 + }, + "15": { + "Dice": 0.19961578071773747, + "FN": 160505, + "FP": 1147, + "IoU": 0.11087398932951983, + "TN": 71627678, + "TP": 20158, + "n_pred": 21305, + "n_ref": 180663 + }, + "2": { + "Dice": 0.9051600172702328, + "FN": 20038, + "FP": 6541, + "IoU": 0.8267509695922823, + "TN": 71656073, + "TP": 126836, + "n_pred": 133377, + "n_ref": 146874 + }, + "3": { + "Dice": 0.9220392140298264, + "FN": 10364, + "FP": 19167, + "IoU": 0.8553550611769085, + "TN": 71605326, + "TP": 174631, + "n_pred": 193798, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7390253462241965, + "FN": 2662, + "FP": 5328, + "IoU": 0.586074703413977, + "TN": 71790185, + "TP": 11313, + "n_pred": 16641, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8625635347994565, + "FN": 1773, + "FP": 958, + "IoU": 0.7583399699141669, + "TN": 71798187, + "TP": 8570, + "n_pred": 9528, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9698619593932863, + "FN": 43496, + "FP": 31375, + "IoU": 0.9414873746649265, + "TN": 70529918, + "TP": 1204699, + "n_pred": 1236074, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.9203262356141271, + "FN": 23505, + "FP": 13138, + "IoU": 0.8524114097906379, + "TN": 71561210, + "TP": 211635, + "n_pred": 224773, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9311967105595076, + "FN": 7406, + "FP": 3504, + "IoU": 0.8712517258877258, + "TN": 71724749, + "TP": 73829, + "n_pred": 77333, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8540147297645515, + "FN": 16900, + "FP": 7461, + "IoU": 0.7452231297781775, + "TN": 71713871, + "TP": 71256, + "n_pred": 78717, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9427535862459063, + "FN": 20024, + "FP": 3557, + "IoU": 0.8917065822889447, + "TN": 135227759, + "TP": 194170, + "n_pred": 197727, + "n_ref": 214194 + }, + "10": { + "Dice": 0.7993885857490713, + "FN": 17671, + "FP": 16190, + "IoU": 0.6658179126572908, + "TN": 135344185, + "TP": 67464, + "n_pred": 83654, + "n_ref": 85135 + }, + "11": { + "Dice": 0.6222380612972203, + "FN": 1801, + "FP": 319, + "IoU": 0.45162959130884633, + "TN": 135441644, + "TP": 1746, + "n_pred": 2065, + "n_ref": 3547 + }, + "12": { + "Dice": 0.22175799453639725, + "FN": 4818, + "FP": 25, + "IoU": 0.1247063076088921, + "TN": 135439977, + "TP": 690, + "n_pred": 715, + "n_ref": 5508 + }, + "13": { + "Dice": 0.7420661898675659, + "FN": 13285, + "FP": 5685, + "IoU": 0.5899087725366423, + "TN": 135399252, + "TP": 27288, + "n_pred": 32973, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8987673978673412, + "FN": 15448, + "FP": 13289, + "IoU": 0.8161467396867642, + "TN": 135289206, + "TP": 127567, + "n_pred": 140856, + "n_ref": 143015 + }, + "15": { + "Dice": 0.5136469221835076, + "FN": 31840, + "FP": 5010, + "IoU": 0.34557530767728073, + "TN": 135389201, + "TP": 19459, + "n_pred": 24469, + "n_ref": 51299 + }, + "2": { + "Dice": 0.8365075844002197, + "FN": 51158, + "FP": 10752, + "IoU": 0.718962644865201, + "TN": 135225219, + "TP": 158381, + "n_pred": 169133, + "n_ref": 209539 + }, + "3": { + "Dice": 0.8452103551583745, + "FN": 28817, + "FP": 43723, + "IoU": 0.7319171581888332, + "TN": 135174922, + "TP": 198048, + "n_pred": 241771, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8470998741562751, + "FN": 7223, + "FP": 3469, + "IoU": 0.7347556437608533, + "TN": 135405200, + "TP": 29618, + "n_pred": 33087, + "n_ref": 36841 + }, + "5": { + "Dice": 0.5563179760070952, + "FN": 16126, + "FP": 2884, + "IoU": 0.38534661148473875, + "TN": 135414582, + "TP": 11918, + "n_pred": 14802, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9648332951097417, + "FN": 55315, + "FP": 61835, + "IoU": 0.9320559582835763, + "TN": 133721297, + "TP": 1607063, + "n_pred": 1668898, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.8303500772506311, + "FN": 22690, + "FP": 49342, + "IoU": 0.7099133348368182, + "TN": 135197198, + "TP": 176280, + "n_pred": 225622, + "n_ref": 198970 + }, + "8": { + "Dice": 0.8824793555029193, + "FN": 44478, + "FP": 20816, + "IoU": 0.7896761101000177, + "TN": 135135065, + "TP": 245151, + "n_pred": 265967, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8565544353280254, + "FN": 20467, + "FP": 5513, + "IoU": 0.7490994427651212, + "TN": 135341963, + "TP": 77567, + "n_pred": 83080, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8522113062478437, + "FN": 48721, + "FP": 23245, + "IoU": 0.7424810079474986, + "TN": 105474546, + "TP": 207493, + "n_pred": 230738, + "n_ref": 256214 + }, + "10": { + "Dice": 0.34911628698686487, + "FN": 42026, + "FP": 26803, + "IoU": 0.21147236733571625, + "TN": 105666717, + "TP": 18459, + "n_pred": 45262, + "n_ref": 60485 + }, + "11": { + "Dice": 0.6231197197609726, + "FN": 957, + "FP": 872, + "IoU": 0.45255911403771326, + "TN": 105750664, + "TP": 1512, + "n_pred": 2384, + "n_ref": 2469 + }, + "12": { + "Dice": 0.3643672616176234, + "FN": 3271, + "FP": 682, + "IoU": 0.22276838379866298, + "TN": 105748919, + "TP": 1133, + "n_pred": 1815, + "n_ref": 4404 + }, + "13": { + "Dice": 0.3891556377288721, + "FN": 60275, + "FP": 4480, + "IoU": 0.24158487737462228, + "TN": 105668623, + "TP": 20627, + "n_pred": 25107, + "n_ref": 80902 + }, + "14": { + "Dice": 0.824878638690043, + "FN": 52977, + "FP": 8133, + "IoU": 0.701951871396939, + "TN": 105548971, + "TP": 143924, + "n_pred": 152057, + "n_ref": 196901 + }, + "15": { + "Dice": 0.7646668409726273, + "FN": 8922, + "FP": 2779, + "IoU": 0.618996450783107, + "TN": 105723294, + "TP": 19010, + "n_pred": 21789, + "n_ref": 27932 + }, + "2": { + "Dice": 0.9154548027548284, + "FN": 17042, + "FP": 8050, + "IoU": 0.8440909655772337, + "TN": 105593065, + "TP": 135848, + "n_pred": 143898, + "n_ref": 152890 + }, + "3": { + "Dice": 0.9247330619792312, + "FN": 7429, + "FP": 19273, + "IoU": 0.8600032506173552, + "TN": 105563272, + "TP": 164031, + "n_pred": 183304, + "n_ref": 171460 + }, + "4": { + "Dice": 0.0025908566314153145, + "FN": 40799, + "FP": 1548, + "IoU": 0.001297108626951559, + "TN": 105711603, + "TP": 55, + "n_pred": 1603, + "n_ref": 40854 + }, + "5": { + "Dice": 0.7525493945188018, + "FN": 2919, + "FP": 3293, + "IoU": 0.603269893983906, + "TN": 105738347, + "TP": 9446, + "n_pred": 12739, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9465829099789738, + "FN": 86987, + "FP": 76621, + "IoU": 0.8985832097712407, + "TN": 104140781, + "TP": 1449616, + "n_pred": 1526237, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.8171620421477246, + "FN": 71477, + "FP": 16637, + "IoU": 0.6908486802634211, + "TN": 105468986, + "TP": 196905, + "n_pred": 213542, + "n_ref": 268382 + }, + "8": { + "Dice": 0.8797001770932005, + "FN": 3228, + "FP": 20140, + "IoU": 0.7852363796779649, + "TN": 105645197, + "TP": 85440, + "n_pred": 105580, + "n_ref": 88668 + }, + "9": { + "Dice": 0.7924116282243756, + "FN": 13844, + "FP": 18097, + "IoU": 0.6561934900542495, + "TN": 105661101, + "TP": 60963, + "n_pred": 79060, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9563899878631212, + "FN": 10548, + "FP": 11586, + "IoU": 0.9164246957585552, + "TN": 96873041, + "TP": 242705, + "n_pred": 254291, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8119615269568294, + "FN": 16210, + "FP": 28423, + "IoU": 0.6834471655425293, + "TN": 96996883, + "TP": 96364, + "n_pred": 124787, + "n_ref": 112574 + }, + "11": { + "Dice": 0.7759095077957812, + "FN": 1023, + "FP": 443, + "IoU": 0.6338661338661339, + "TN": 97133876, + "TP": 2538, + "n_pred": 2981, + "n_ref": 3561 + }, + "12": { + "Dice": 0.7735968579754212, + "FN": 1465, + "FP": 322, + "IoU": 0.6307851239669422, + "TN": 97133040, + "TP": 3053, + "n_pred": 3375, + "n_ref": 4518 + }, + "13": { + "Dice": 0.7349875825178833, + "FN": 15271, + "FP": 9699, + "IoU": 0.58101214846634, + "TN": 97078284, + "TP": 34626, + "n_pred": 44325, + "n_ref": 49897 + }, + "14": { + "Dice": 0.4185247178238648, + "FN": 194328, + "FP": 561, + "IoU": 0.2646419596567884, + "TN": 96872854, + "TP": 70137, + "n_pred": 70698, + "n_ref": 264465 + }, + "15": { + "Dice": 0.341309221891425, + "FN": 17729, + "FP": 192, + "IoU": 0.20577025350115227, + "TN": 97115316, + "TP": 4643, + "n_pred": 4835, + "n_ref": 22372 + }, + "2": { + "Dice": 0.7924044868778555, + "FN": 7492, + "FP": 60891, + "IoU": 0.6561836958379841, + "TN": 96938986, + "TP": 130511, + "n_pred": 191402, + "n_ref": 138003 + }, + "3": { + "Dice": 0.7331046723406559, + "FN": 63670, + "FP": 5351, + "IoU": 0.5786623853883063, + "TN": 96974066, + "TP": 94793, + "n_pred": 100144, + "n_ref": 158463 + }, + "4": { + "Dice": 0.899132730015083, + "FN": 3651, + "FP": 1699, + "IoU": 0.8167494433978421, + "TN": 97108685, + "TP": 23845, + "n_pred": 25544, + "n_ref": 27496 + }, + "5": { + "Dice": 0.8009269012007584, + "FN": 3227, + "FP": 2443, + "IoU": 0.6679550245959242, + "TN": 97120804, + "TP": 11406, + "n_pred": 13849, + "n_ref": 14633 + }, + "6": { + "Dice": 0.9694392597559884, + "FN": 65522, + "FP": 24941, + "IoU": 0.9406910450775069, + "TN": 95612596, + "TP": 1434821, + "n_pred": 1459762, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.9472527429243286, + "FN": 13761, + "FP": 13022, + "IoU": 0.8997912239216977, + "TN": 96870608, + "TP": 240489, + "n_pred": 253511, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9134446983797878, + "FN": 11748, + "FP": 10294, + "IoU": 0.8406794362125045, + "TN": 96999530, + "TP": 116308, + "n_pred": 126602, + "n_ref": 128056 + }, + "9": { + "Dice": 0.7907814690527091, + "FN": 6251, + "FP": 26730, + "IoU": 0.653960759626482, + "TN": 97042570, + "TP": 62329, + "n_pred": 89059, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9282994889099484, + "FN": 4047, + "FP": 22131, + "IoU": 0.8661930075649151, + "TN": 130571152, + "TP": 169462, + "n_pred": 191593, + "n_ref": 173509 + }, + "10": { + "Dice": 0.7676551105942777, + "FN": 13875, + "FP": 24487, + "IoU": 0.6229222981274881, + "TN": 130665057, + "TP": 63373, + "n_pred": 87860, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7496534516218464, + "FN": 1345, + "FP": 461, + "IoU": 0.5995565410199557, + "TN": 130762282, + "TP": 2704, + "n_pred": 3165, + "n_ref": 4049 + }, + "12": { + "Dice": 0.39044401544401547, + "FN": 2519, + "FP": 7, + "IoU": 0.24257871064467765, + "TN": 130763457, + "TP": 809, + "n_pred": 816, + "n_ref": 3328 + }, + "13": { + "Dice": 0.6163986780051246, + "FN": 28169, + "FP": 13151, + "IoU": 0.44550309992216647, + "TN": 130692274, + "TP": 33198, + "n_pred": 46349, + "n_ref": 61367 + }, + "14": { + "Dice": 0.8904167050325854, + "FN": 28879, + "FP": 3254, + "IoU": 0.8024784701348037, + "TN": 130604111, + "TP": 130548, + "n_pred": 133802, + "n_ref": 159427 + }, + "15": { + "Dice": 0.7004485867340272, + "FN": 12707, + "FP": 1049, + "IoU": 0.5389925935855759, + "TN": 130736953, + "TP": 16083, + "n_pred": 17132, + "n_ref": 28790 + }, + "2": { + "Dice": 0.9148654974857409, + "FN": 22693, + "FP": 4040, + "IoU": 0.8430894929301348, + "TN": 130596421, + "TP": 143638, + "n_pred": 147678, + "n_ref": 166331 + }, + "3": { + "Dice": 0.9179749443832076, + "FN": 6568, + "FP": 21933, + "IoU": 0.8483860328538599, + "TN": 130578808, + "TP": 159483, + "n_pred": 181416, + "n_ref": 166051 + }, + "4": { + "Dice": 0.6773790091789795, + "FN": 13959, + "FP": 1260, + "IoU": 0.5121489934607001, + "TN": 130735596, + "TP": 15977, + "n_pred": 17237, + "n_ref": 29936 + }, + "5": { + "Dice": 0.721211564938045, + "FN": 11665, + "FP": 3522, + "IoU": 0.563980362320921, + "TN": 130731961, + "TP": 19644, + "n_pred": 23166, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9622904263263455, + "FN": 45273, + "FP": 55974, + "IoU": 0.9273215268889605, + "TN": 129373711, + "TP": 1291834, + "n_pred": 1347808, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.93612526253251, + "FN": 30366, + "FP": 26293, + "IoU": 0.8799205673037389, + "TN": 130294946, + "TP": 415187, + "n_pred": 441480, + "n_ref": 445553 + }, + "8": { + "Dice": 0.9021238108277427, + "FN": 12780, + "FP": 34402, + "IoU": 0.821699040133021, + "TN": 130502172, + "TP": 217438, + "n_pred": 251840, + "n_ref": 230218 + }, + "9": { + "Dice": 0.886174754588769, + "FN": 12567, + "FP": 10415, + "IoU": 0.7956138166554018, + "TN": 130654348, + "TP": 89462, + "n_pred": 99877, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8549829284835665, + "FN": 14913, + "FP": 48160, + "IoU": 0.7466988482112737, + "TN": 71987004, + "TP": 185931, + "n_pred": 234091, + "n_ref": 200844 + }, + "10": { + "Dice": 0.41513000611575457, + "FN": 40263, + "FP": 22855, + "IoU": 0.26193316027035246, + "TN": 72150490, + "TP": 22400, + "n_pred": 45255, + "n_ref": 62663 + }, + "11": { + "Dice": 0.4208715596330275, + "FN": 1953, + "FP": 67, + "IoU": 0.2665214233841685, + "TN": 72233254, + "TP": 734, + "n_pred": 801, + "n_ref": 2687 + }, + "12": { + "Dice": 0.5694155324259408, + "FN": 2293, + "FP": 396, + "IoU": 0.3980299977613611, + "TN": 72231541, + "TP": 1778, + "n_pred": 2174, + "n_ref": 4071 + }, + "13": { + "Dice": 0.25560528181495923, + "FN": 58901, + "FP": 8297, + "IoU": 0.14652949768209816, + "TN": 72157273, + "TP": 11537, + "n_pred": 19834, + "n_ref": 70438 + }, + "14": { + "Dice": 0.22508921972916765, + "FN": 32880, + "FP": 249179, + "IoU": 0.12681720243697062, + "TN": 71912984, + "TP": 40965, + "n_pred": 290144, + "n_ref": 73845 + }, + "15": { + "Dice": 0.5077548330404218, + "FN": 5203, + "FP": 39611, + "IoU": 0.3402623404537224, + "TN": 72168081, + "TP": 23113, + "n_pred": 62724, + "n_ref": 28316 + }, + "2": { + "Dice": 0.3939262115832295, + "FN": 93790, + "FP": 9308, + "IoU": 0.24527279781556774, + "TN": 72099405, + "TP": 33505, + "n_pred": 42813, + "n_ref": 127295 + }, + "3": { + "Dice": 0.7331624727460462, + "FN": 9193, + "FP": 106583, + "IoU": 0.5787344130350145, + "TN": 71961179, + "TP": 159053, + "n_pred": 265636, + "n_ref": 168246 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 72236008, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.841000635997456, + "FN": 293, + "FP": 2707, + "IoU": 0.7256264861898665, + "TN": 72225074, + "TP": 7934, + "n_pred": 10641, + "n_ref": 8227 + }, + "6": { + "Dice": 0.8061698736667783, + "FN": 269486, + "FP": 327900, + "IoU": 0.6752802227758158, + "TN": 70396311, + "TP": 1242311, + "n_pred": 1570211, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.4684647173326949, + "FN": 181747, + "FP": 175694, + "IoU": 0.3058791544892272, + "TN": 71721053, + "TP": 157514, + "n_pred": 333208, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9260839991927466, + "FN": 5630, + "FP": 4259, + "IoU": 0.8623430496394666, + "TN": 72164170, + "TP": 61949, + "n_pred": 66208, + "n_ref": 67579 + }, + "9": { + "Dice": 0.4981772151898734, + "FN": 29942, + "FP": 9702, + "IoU": 0.3317150466943124, + "TN": 72176686, + "TP": 19678, + "n_pred": 29380, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7505665911211838, + "FN": 21432, + "FP": 23472, + "IoU": 0.6007255655142979, + "TN": 52440656, + "TP": 67560, + "n_pred": 91032, + "n_ref": 88992 + }, + "10": { + "Dice": 0.02202277071387019, + "FN": 46654, + "FP": 418, + "IoU": 0.011133985966976177, + "TN": 52505518, + "TP": 530, + "n_pred": 948, + "n_ref": 47184 + }, + "11": { + "Dice": 0.003869969040247678, + "FN": 2037, + "FP": 537, + "IoU": 0.0019387359441644049, + "TN": 52550541, + "TP": 5, + "n_pred": 542, + "n_ref": 2042 + }, + "12": { + "Dice": 0.0, + "FN": 4066, + "FP": 203, + "IoU": 0.0, + "TN": 52548851, + "TP": 0, + "n_pred": 203, + "n_ref": 4066 + }, + "13": { + "Dice": 0.02951466762357585, + "FN": 21286, + "FP": 350, + "IoU": 0.014978374687002048, + "TN": 52531155, + "TP": 329, + "n_pred": 679, + "n_ref": 21615 + }, + "14": { + "Dice": 0.26141837916946153, + "FN": 47263, + "FP": 1185, + "IoU": 0.15036301778261021, + "TN": 52496098, + "TP": 8574, + "n_pred": 9759, + "n_ref": 55837 + }, + "15": { + "Dice": 0.0, + "FN": 25269, + "FP": 206, + "IoU": 0.0, + "TN": 52527645, + "TP": 0, + "n_pred": 206, + "n_ref": 25269 + }, + "2": { + "Dice": 0.5796745106009608, + "FN": 76608, + "FP": 8183, + "IoU": 0.4081279361157065, + "TN": 52409861, + "TP": 58468, + "n_pred": 66651, + "n_ref": 135076 + }, + "3": { + "Dice": 0.7752396413110699, + "FN": 22751, + "FP": 47029, + "IoU": 0.6329725123867832, + "TN": 52362998, + "TP": 120342, + "n_pred": 167371, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 1154, + "IoU": 0.0, + "TN": 52550086, + "TP": 0, + "n_pred": 1154, + "n_ref": 1880 + }, + "5": { + "Dice": 0.5153360396932792, + "FN": 3997, + "FP": 301, + "IoU": 0.34710618259152365, + "TN": 52546537, + "TP": 2285, + "n_pred": 2586, + "n_ref": 6282 + }, + "6": { + "Dice": 0.9016797382747989, + "FN": 54857, + "FP": 101719, + "IoU": 0.8209624912668674, + "TN": 51678577, + "TP": 717967, + "n_pred": 819686, + "n_ref": 772824 + }, + "7": { + "Dice": 0.218341532901592, + "FN": 168233, + "FP": 9556, + "IoU": 0.12254960023689665, + "TN": 52350500, + "TP": 24831, + "n_pred": 34387, + "n_ref": 193064 + }, + "8": { + "Dice": 0.8490749581164093, + "FN": 12399, + "FP": 4357, + "IoU": 0.7377326300302086, + "TN": 52489231, + "TP": 47133, + "n_pred": 51490, + "n_ref": 59532 + }, + "9": { + "Dice": 0.8400422532404116, + "FN": 14868, + "FP": 9209, + "IoU": 0.7242007354036128, + "TN": 52465821, + "TP": 63222, + "n_pred": 72431, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9660750636354432, + "FN": 16041, + "FP": 3391, + "IoU": 0.9343764036026787, + "TN": 143841137, + "TP": 276681, + "n_pred": 280072, + "n_ref": 292722 + }, + "10": { + "Dice": 0.7487383828465737, + "FN": 32700, + "FP": 11314, + "IoU": 0.5983867582783572, + "TN": 144027657, + "TP": 65579, + "n_pred": 76893, + "n_ref": 98279 + }, + "11": { + "Dice": 0.6320295777388597, + "FN": 3371, + "FP": 411, + "IoU": 0.4620199146514936, + "TN": 144130220, + "TP": 3248, + "n_pred": 3659, + "n_ref": 6619 + }, + "12": { + "Dice": 0.5528888888888889, + "FN": 3469, + "FP": 52, + "IoU": 0.3820638820638821, + "TN": 144131552, + "TP": 2177, + "n_pred": 2229, + "n_ref": 5646 + }, + "13": { + "Dice": 0.5456666934899815, + "FN": 63615, + "FP": 4137, + "IoU": 0.3752005754440325, + "TN": 144028812, + "TP": 40686, + "n_pred": 44823, + "n_ref": 104301 + }, + "14": { + "Dice": 0.9443813220876496, + "FN": 33986, + "FP": 10315, + "IoU": 0.894623543375824, + "TN": 143716843, + "TP": 376106, + "n_pred": 386421, + "n_ref": 410092 + }, + "15": { + "Dice": 0.7719545184631287, + "FN": 5116, + "FP": 5253, + "IoU": 0.6286041763673484, + "TN": 144109331, + "TP": 17550, + "n_pred": 22803, + "n_ref": 22666 + }, + "2": { + "Dice": 0.8470475371332165, + "FN": 10010, + "FP": 36226, + "IoU": 0.7346768964151885, + "TN": 143962987, + "TP": 128027, + "n_pred": 164253, + "n_ref": 138037 + }, + "3": { + "Dice": 0.8447652287275615, + "FN": 40711, + "FP": 8348, + "IoU": 0.7312498288093346, + "TN": 143954705, + "TP": 133486, + "n_pred": 141834, + "n_ref": 174197 + }, + "4": { + "Dice": 0.8666358227262457, + "FN": 10897, + "FP": 1498, + "IoU": 0.7646578567631199, + "TN": 144084582, + "TP": 40273, + "n_pred": 41771, + "n_ref": 51170 + }, + "5": { + "Dice": 0.7654617466262836, + "FN": 10776, + "FP": 2311, + "IoU": 0.6200389048573005, + "TN": 144102807, + "TP": 21356, + "n_pred": 23667, + "n_ref": 32132 + }, + "6": { + "Dice": 0.9494670926350891, + "FN": 48257, + "FP": 91221, + "IoU": 0.9037956697774191, + "TN": 142687440, + "TP": 1310332, + "n_pred": 1401553, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.9325441975349505, + "FN": 23666, + "FP": 8942, + "IoU": 0.8736138727069065, + "TN": 143879247, + "TP": 225395, + "n_pred": 234337, + "n_ref": 249061 + }, + "8": { + "Dice": 0.865938307467621, + "FN": 13294, + "FP": 53532, + "IoU": 0.7635724874314078, + "TN": 143854601, + "TP": 215823, + "n_pred": 269355, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8917336805425856, + "FN": 10905, + "FP": 9384, + "IoU": 0.8046203921266515, + "TN": 144033406, + "TP": 83555, + "n_pred": 92939, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9436728341450874, + "FN": 10282, + "FP": 14039, + "IoU": 0.8933528026625623, + "TN": 111550869, + "TP": 203730, + "n_pred": 217769, + "n_ref": 214012 + }, + "10": { + "Dice": 0.5889587989819253, + "FN": 23209, + "FP": 8606, + "IoU": 0.4173930559624963, + "TN": 111724312, + "TP": 22793, + "n_pred": 31399, + "n_ref": 46002 + }, + "11": { + "Dice": 0.633495145631068, + "FN": 1968, + "FP": 146, + "IoU": 0.4635879218472469, + "TN": 111774979, + "TP": 1827, + "n_pred": 1973, + "n_ref": 3795 + }, + "12": { + "Dice": 0.4940609951845907, + "FN": 3121, + "FP": 31, + "IoU": 0.3280750373054786, + "TN": 111774229, + "TP": 1539, + "n_pred": 1570, + "n_ref": 4660 + }, + "13": { + "Dice": 0.533097748646338, + "FN": 29560, + "FP": 11399, + "IoU": 0.3634173634639893, + "TN": 111714578, + "TP": 23383, + "n_pred": 34782, + "n_ref": 52943 + }, + "14": { + "Dice": 0.8742092820174224, + "FN": 9886, + "FP": 13738, + "IoU": 0.7765291257543939, + "TN": 111673206, + "TP": 82090, + "n_pred": 95828, + "n_ref": 91976 + }, + "15": { + "Dice": 0.41390940280281446, + "FN": 7173, + "FP": 2906, + "IoU": 0.2609620178911864, + "TN": 111765282, + "TP": 3559, + "n_pred": 6465, + "n_ref": 10732 + }, + "2": { + "Dice": 0.7594352204762215, + "FN": 78190, + "FP": 2978, + "IoU": 0.6121689354809424, + "TN": 111569633, + "TP": 128119, + "n_pred": 131097, + "n_ref": 206309 + }, + "3": { + "Dice": 0.620850560829191, + "FN": 3300, + "FP": 70153, + "IoU": 0.450169171806695, + "TN": 111645328, + "TP": 60139, + "n_pred": 130292, + "n_ref": 63439 + }, + "4": { + "Dice": 0.6913339265723225, + "FN": 6637, + "FP": 4116, + "IoU": 0.5282737442421583, + "TN": 111756125, + "TP": 12042, + "n_pred": 16158, + "n_ref": 18679 + }, + "5": { + "Dice": 0.5580968901003593, + "FN": 15155, + "FP": 2678, + "IoU": 0.3870557503265278, + "TN": 111749826, + "TP": 11261, + "n_pred": 13939, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9645063736156172, + "FN": 52322, + "FP": 34705, + "IoU": 0.9314459780726699, + "TN": 110509454, + "TP": 1182439, + "n_pred": 1217144, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.8574940614838219, + "FN": 52483, + "FP": 9309, + "IoU": 0.7505379469602464, + "TN": 111531219, + "TP": 185909, + "n_pred": 195218, + "n_ref": 238392 + }, + "8": { + "Dice": 0.8856161093663403, + "FN": 37554, + "FP": 24362, + "IoU": 0.7947136680724649, + "TN": 111477312, + "TP": 239692, + "n_pred": 264054, + "n_ref": 277246 + }, + "9": { + "Dice": 0.8130757559336729, + "FN": 20321, + "FP": 7275, + "IoU": 0.6850275070194262, + "TN": 111691306, + "TP": 60018, + "n_pred": 67293, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8827246662225955, + "FN": 13006, + "FP": 27488, + "IoU": 0.790069054185762, + "TN": 198894983, + "TP": 152398, + "n_pred": 179886, + "n_ref": 165404 + }, + "10": { + "Dice": 0.5063928583107158, + "FN": 39898, + "FP": 5387, + "IoU": 0.3390401961642876, + "TN": 199019361, + "TP": 23229, + "n_pred": 28616, + "n_ref": 63127 + }, + "11": { + "Dice": 0.708707937323401, + "FN": 1676, + "FP": 592, + "IoU": 0.5488362840660433, + "TN": 199082848, + "TP": 2759, + "n_pred": 3351, + "n_ref": 4435 + }, + "12": { + "Dice": 0.678511314755938, + "FN": 1521, + "FP": 198, + "IoU": 0.5134446645909991, + "TN": 199084342, + "TP": 1814, + "n_pred": 2012, + "n_ref": 3335 + }, + "13": { + "Dice": 0.20812796764700572, + "FN": 29830, + "FP": 14031, + "IoU": 0.11615113350125944, + "TN": 199038250, + "TP": 5764, + "n_pred": 19795, + "n_ref": 35594 + }, + "14": { + "Dice": 0.6814004320427441, + "FN": 20294, + "FP": 4631, + "IoU": 0.516760697182962, + "TN": 199036296, + "TP": 26654, + "n_pred": 31285, + "n_ref": 46948 + }, + "15": { + "Dice": 0.6324451563751441, + "FN": 73815, + "FP": 1447, + "IoU": 0.4624641997528801, + "TN": 198947862, + "TP": 64751, + "n_pred": 66198, + "n_ref": 138566 + }, + "2": { + "Dice": 0.9139312962377246, + "FN": 11106, + "FP": 11208, + "IoU": 0.8415041268307928, + "TN": 198947089, + "TP": 118472, + "n_pred": 129680, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9325584615220764, + "FN": 7489, + "FP": 11508, + "IoU": 0.8736389093980936, + "TN": 198937536, + "TP": 131342, + "n_pred": 142850, + "n_ref": 138831 + }, + "4": { + "Dice": 0.5462547817860228, + "FN": 10480, + "FP": 551, + "IoU": 0.37575688981947825, + "TN": 199070204, + "TP": 6640, + "n_pred": 7191, + "n_ref": 17120 + }, + "5": { + "Dice": 0.630987838173244, + "FN": 9899, + "FP": 1995, + "IoU": 0.4609074015319766, + "TN": 199065812, + "TP": 10169, + "n_pred": 12164, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9508756071377368, + "FN": 67309, + "FP": 45077, + "IoU": 0.9063516334259657, + "TN": 197887790, + "TP": 1087699, + "n_pred": 1132776, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.803961982868467, + "FN": 44814, + "FP": 9495, + "IoU": 0.6721876490152169, + "TN": 198922204, + "TP": 111362, + "n_pred": 120857, + "n_ref": 156176 + }, + "8": { + "Dice": 0.8961852794162161, + "FN": 8808, + "FP": 16572, + "IoU": 0.8118982857396962, + "TN": 198952948, + "TP": 109547, + "n_pred": 126119, + "n_ref": 118355 + }, + "9": { + "Dice": 0.8906135812213161, + "FN": 11998, + "FP": 10454, + "IoU": 0.8027983452346447, + "TN": 198974022, + "TP": 91401, + "n_pred": 101855, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9427086597865099, + "FN": 11412, + "FP": 9611, + "IoU": 0.8916261998288536, + "TN": 130881206, + "TP": 172963, + "n_pred": 182574, + "n_ref": 184375 + }, + "10": { + "Dice": 0.7442412421645057, + "FN": 19379, + "FP": 24156, + "IoU": 0.5926625934485437, + "TN": 130968315, + "TP": 63342, + "n_pred": 87498, + "n_ref": 82721 + }, + "11": { + "Dice": 0.7413354743744146, + "FN": 1301, + "FP": 632, + "IoU": 0.5889857537741867, + "TN": 131070489, + "TP": 2770, + "n_pred": 3402, + "n_ref": 4071 + }, + "12": { + "Dice": 0.736374549819928, + "FN": 1568, + "FP": 628, + "IoU": 0.5827474824244727, + "TN": 131069929, + "TP": 3067, + "n_pred": 3695, + "n_ref": 4635 + }, + "13": { + "Dice": 0.3721189364105382, + "FN": 65779, + "FP": 16491, + "IoU": 0.22859098538195388, + "TN": 130968543, + "TP": 24379, + "n_pred": 40870, + "n_ref": 90158 + }, + "14": { + "Dice": 0.596343952435886, + "FN": 23012, + "FP": 22476, + "IoU": 0.42485048489676186, + "TN": 130996103, + "TP": 33601, + "n_pred": 56077, + "n_ref": 56613 + }, + "15": { + "Dice": 0.669742198100407, + "FN": 5367, + "FP": 16539, + "IoU": 0.503467972256222, + "TN": 131031074, + "TP": 22212, + "n_pred": 38751, + "n_ref": 27579 + }, + "2": { + "Dice": 0.7089674146676984, + "FN": 7705, + "FP": 117540, + "IoU": 0.5491475759190197, + "TN": 130797396, + "TP": 152551, + "n_pred": 270091, + "n_ref": 160256 + }, + "3": { + "Dice": 0.6892807051426147, + "FN": 81215, + "FP": 16926, + "IoU": 0.5258797271444858, + "TN": 130868196, + "TP": 108855, + "n_pred": 125781, + "n_ref": 190070 + }, + "4": { + "Dice": 0.02557275052068229, + "FN": 72110, + "FP": 1812, + "IoU": 0.01295198419056775, + "TN": 131000300, + "TP": 970, + "n_pred": 2782, + "n_ref": 73080 + }, + "5": { + "Dice": 0.7128130756869047, + "FN": 5606, + "FP": 1721, + "IoU": 0.5537758830694275, + "TN": 131058772, + "TP": 9093, + "n_pred": 10814, + "n_ref": 14699 + }, + "6": { + "Dice": 0.9525484967240735, + "FN": 58807, + "FP": 81588, + "IoU": 0.9093962763382918, + "TN": 129525642, + "TP": 1409155, + "n_pred": 1490743, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.8191847511478707, + "FN": 93667, + "FP": 208067, + "IoU": 0.6937450646442789, + "TN": 130089954, + "TP": 683504, + "n_pred": 891571, + "n_ref": 777171 + }, + "8": { + "Dice": 0.8986319658048342, + "FN": 9719, + "FP": 17008, + "IoU": 0.8159234133406797, + "TN": 130929997, + "TP": 118468, + "n_pred": 135476, + "n_ref": 128187 + }, + "9": { + "Dice": 0.7118115719745646, + "FN": 22614, + "FP": 12147, + "IoU": 0.552567898056378, + "TN": 130997502, + "TP": 42929, + "n_pred": 55076, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9626094238346047, + "FN": 5178, + "FP": 11164, + "IoU": 0.9279141780840046, + "TN": 101390498, + "TP": 210360, + "n_pred": 221524, + "n_ref": 215538 + }, + "10": { + "Dice": 0.7533351198312924, + "FN": 13494, + "FP": 7677, + "IoU": 0.6042803738317757, + "TN": 101563700, + "TP": 32329, + "n_pred": 40006, + "n_ref": 45823 + }, + "11": { + "Dice": 0.8364032697547684, + "FN": 1122, + "FP": 379, + "IoU": 0.7188085425252904, + "TN": 101611862, + "TP": 3837, + "n_pred": 4216, + "n_ref": 4959 + }, + "12": { + "Dice": 0.5083548430919712, + "FN": 3619, + "FP": 0, + "IoU": 0.3408014571948998, + "TN": 101611710, + "TP": 1871, + "n_pred": 1871, + "n_ref": 5490 + }, + "13": { + "Dice": 0.7138389434053295, + "FN": 18656, + "FP": 14559, + "IoU": 0.5550152057125249, + "TN": 101542557, + "TP": 41428, + "n_pred": 55987, + "n_ref": 60084 + }, + "14": { + "Dice": 0.9061069906896008, + "FN": 7221, + "FP": 4084, + "IoU": 0.828332371609925, + "TN": 101551346, + "TP": 54549, + "n_pred": 58633, + "n_ref": 61770 + }, + "15": { + "Dice": 0.7626850563077312, + "FN": 9156, + "FP": 5848, + "IoU": 0.6164033338446592, + "TN": 101578086, + "TP": 24110, + "n_pred": 29958, + "n_ref": 33266 + }, + "2": { + "Dice": 0.8970494399016874, + "FN": 20512, + "FP": 14338, + "IoU": 0.8133179059465077, + "TN": 101430519, + "TP": 151831, + "n_pred": 166169, + "n_ref": 172343 + }, + "3": { + "Dice": 0.8939091399338298, + "FN": 19644, + "FP": 16751, + "IoU": 0.8081697193306101, + "TN": 101427475, + "TP": 153330, + "n_pred": 170081, + "n_ref": 172974 + }, + "4": { + "Dice": 0.7526975071313406, + "FN": 4075, + "FP": 3901, + "IoU": 0.603460276424381, + "TN": 101597086, + "TP": 12138, + "n_pred": 16039, + "n_ref": 16213 + }, + "5": { + "Dice": 0.8016689742918085, + "FN": 8948, + "FP": 1652, + "IoU": 0.6689879149361396, + "TN": 101585177, + "TP": 21423, + "n_pred": 23075, + "n_ref": 30371 + }, + "6": { + "Dice": 0.9725726294606494, + "FN": 72221, + "FP": 10209, + "IoU": 0.946609616746043, + "TN": 100073289, + "TP": 1461481, + "n_pred": 1471690, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.912851108512517, + "FN": 45320, + "FP": 27716, + "IoU": 0.8396744141122341, + "TN": 101161652, + "TP": 382512, + "n_pred": 410228, + "n_ref": 427832 + }, + "8": { + "Dice": 0.9148088183158669, + "FN": 29382, + "FP": 8345, + "IoU": 0.8429932289867618, + "TN": 101376911, + "TP": 202562, + "n_pred": 210907, + "n_ref": 231944 + }, + "9": { + "Dice": 0.9129183070866141, + "FN": 6796, + "FP": 7360, + "IoU": 0.8397881346341022, + "TN": 101528842, + "TP": 74202, + "n_pred": 81562, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8319401391509901, + "FN": 22244, + "FP": 54255, + "IoU": 0.71224101352673, + "TN": 118916368, + "TP": 189345, + "n_pred": 243600, + "n_ref": 211589 + }, + "10": { + "Dice": 0.7138188889557145, + "FN": 27339, + "FP": 15486, + "IoU": 0.5549909595361306, + "TN": 119085978, + "TP": 53409, + "n_pred": 68895, + "n_ref": 80748 + }, + "11": { + "Dice": 0.6606514757608197, + "FN": 1878, + "FP": 341, + "IoU": 0.49326330212377256, + "TN": 119177833, + "TP": 2160, + "n_pred": 2501, + "n_ref": 4038 + }, + "12": { + "Dice": 0.3111812265825281, + "FN": 3346, + "FP": 147, + "IoU": 0.18425969173283513, + "TN": 119177930, + "TP": 789, + "n_pred": 936, + "n_ref": 4135 + }, + "13": { + "Dice": 0.6259123267141251, + "FN": 12193, + "FP": 12768, + "IoU": 0.45551120127391315, + "TN": 119136369, + "TP": 20882, + "n_pred": 33650, + "n_ref": 33075 + }, + "14": { + "Dice": 0.0, + "FN": 65867, + "FP": 284, + "IoU": 0.0, + "TN": 119116061, + "TP": 0, + "n_pred": 284, + "n_ref": 65867 + }, + "15": { + "Dice": 0.41834810749964824, + "FN": 13287, + "FP": 7382, + "IoU": 0.26450074727777384, + "TN": 119154110, + "TP": 7433, + "n_pred": 14815, + "n_ref": 20720 + }, + "2": { + "Dice": 0.9253734505212816, + "FN": 18763, + "FP": 9418, + "IoU": 0.8611116587154516, + "TN": 118979308, + "TP": 174723, + "n_pred": 184141, + "n_ref": 193486 + }, + "3": { + "Dice": 0.9145830747052907, + "FN": 16502, + "FP": 17213, + "IoU": 0.8426099256347654, + "TN": 118967999, + "TP": 180498, + "n_pred": 197711, + "n_ref": 197000 + }, + "4": { + "Dice": 0.0, + "FN": 43337, + "FP": 0, + "IoU": 0.0, + "TN": 119138875, + "TP": 0, + "n_pred": 0, + "n_ref": 43337 + }, + "5": { + "Dice": 0.7933597933597933, + "FN": 5129, + "FP": 1431, + "IoU": 0.6574949094136688, + "TN": 119163059, + "TP": 12593, + "n_pred": 14024, + "n_ref": 17722 + }, + "6": { + "Dice": 0.935093829305405, + "FN": 150618, + "FP": 69873, + "IoU": 0.8780997378346312, + "TN": 117373430, + "TP": 1588291, + "n_pred": 1658164, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.873913990336351, + "FN": 50834, + "FP": 20379, + "IoU": 0.776063269445449, + "TN": 118864207, + "TP": 246792, + "n_pred": 267171, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9231862905458115, + "FN": 8791, + "FP": 3419, + "IoU": 0.8573314793825877, + "TN": 119096629, + "TP": 73373, + "n_pred": 76792, + "n_ref": 82164 + }, + "9": { + "Dice": 0.9002271640363463, + "FN": 10226, + "FP": 6464, + "IoU": 0.8185573734848073, + "TN": 119090227, + "TP": 75295, + "n_pred": 81759, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 17711, + "IoU": 0.0, + "TN": 61314769, + "TP": 0, + "n_pred": 17711, + "n_ref": 0 + }, + "10": { + "Dice": 0.3788436930474233, + "FN": 24658, + "FP": 7380, + "IoU": 0.2336873325679296, + "TN": 61290672, + "TP": 9770, + "n_pred": 17150, + "n_ref": 34428 + }, + "11": { + "Dice": 0.8532862369118204, + "FN": 482, + "FP": 681, + "IoU": 0.7441144114411441, + "TN": 61327935, + "TP": 3382, + "n_pred": 4063, + "n_ref": 3864 + }, + "12": { + "Dice": 0.3841301460823373, + "FN": 3693, + "FP": 17, + "IoU": 0.23772344359975345, + "TN": 61327613, + "TP": 1157, + "n_pred": 1174, + "n_ref": 4850 + }, + "13": { + "Dice": 0.12617872807017544, + "FN": 48093, + "FP": 15661, + "IoU": 0.06733765378820018, + "TN": 61264123, + "TP": 4603, + "n_pred": 20264, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9382368259978634, + "FN": 23785, + "FP": 8707, + "IoU": 0.8836592273786804, + "TN": 61053197, + "TP": 246791, + "n_pred": 255498, + "n_ref": 270576 + }, + "15": { + "Dice": 0.5226383005040354, + "FN": 55974, + "FP": 21213, + "IoU": 0.3537646201890473, + "TN": 61213039, + "TP": 42254, + "n_pred": 63467, + "n_ref": 98228 + }, + "2": { + "Dice": 0.8914781031094089, + "FN": 28270, + "FP": 4031, + "IoU": 0.8042043243439836, + "TN": 61167507, + "TP": 132672, + "n_pred": 136703, + "n_ref": 160942 + }, + "3": { + "Dice": 0.875676409827511, + "FN": 6144, + "FP": 28640, + "IoU": 0.7788473153829036, + "TN": 61175195, + "TP": 122501, + "n_pred": 151141, + "n_ref": 128645 + }, + "4": { + "Dice": 0.4200334510314068, + "FN": 30888, + "FP": 320, + "IoU": 0.2658495847938084, + "TN": 61289971, + "TP": 11301, + "n_pred": 11621, + "n_ref": 42189 + }, + "5": { + "Dice": 0.6973792753347293, + "FN": 3077, + "FP": 1692, + "IoU": 0.5353663289166017, + "TN": 61322216, + "TP": 5495, + "n_pred": 7187, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9364235899217185, + "FN": 30678, + "FP": 128926, + "IoU": 0.8804478747820251, + "TN": 59997464, + "TP": 1175412, + "n_pred": 1304338, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.32274188592711384, + "FN": 161160, + "FP": 19588, + "IoU": 0.19242231307106317, + "TN": 61108665, + "TP": 43067, + "n_pred": 62655, + "n_ref": 204227 + }, + "8": { + "Dice": 0.930193184833285, + "FN": 8591, + "FP": 2459, + "IoU": 0.8694964096749811, + "TN": 61247808, + "TP": 73622, + "n_pred": 76081, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8568519196194173, + "FN": 9520, + "FP": 8474, + "IoU": 0.7495546152989645, + "TN": 61260632, + "TP": 53854, + "n_pred": 62328, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9750570674517155, + "FN": 7577, + "FP": 1099, + "IoU": 0.9513281534879807, + "TN": 148929245, + "TP": 169579, + "n_pred": 170678, + "n_ref": 177156 + }, + "10": { + "Dice": 0.7721097506152709, + "FN": 22135, + "FP": 7774, + "IoU": 0.6288100675138999, + "TN": 149026924, + "TP": 50667, + "n_pred": 58441, + "n_ref": 72802 + }, + "11": { + "Dice": 0.792156862745098, + "FN": 685, + "FP": 322, + "IoU": 0.6558441558441559, + "TN": 149104574, + "TP": 1919, + "n_pred": 2241, + "n_ref": 2604 + }, + "12": { + "Dice": 0.16941789748045177, + "FN": 1902, + "FP": 10, + "IoU": 0.09254864736592311, + "TN": 149105393, + "TP": 195, + "n_pred": 205, + "n_ref": 2097 + }, + "13": { + "Dice": 0.3755485201626251, + "FN": 62244, + "FP": 11327, + "IoU": 0.23118481827491796, + "TN": 149011806, + "TP": 22123, + "n_pred": 33450, + "n_ref": 84367 + }, + "14": { + "Dice": 0.9245713863824536, + "FN": 5406, + "FP": 8897, + "IoU": 0.8597236252366054, + "TN": 149005537, + "TP": 87660, + "n_pred": 96557, + "n_ref": 93066 + }, + "15": { + "Dice": 0.5526072607260726, + "FN": 21299, + "FP": 5813, + "IoU": 0.3817949653411164, + "TN": 149063644, + "TP": 16744, + "n_pred": 22557, + "n_ref": 38043 + }, + "2": { + "Dice": 0.9140730139765111, + "FN": 17766, + "FP": 8412, + "IoU": 0.8417444503554674, + "TN": 148942084, + "TP": 139238, + "n_pred": 147650, + "n_ref": 157004 + }, + "3": { + "Dice": 0.7020562058836424, + "FN": 20053, + "FP": 13926, + "IoU": 0.540898773171918, + "TN": 149033488, + "TP": 40033, + "n_pred": 53959, + "n_ref": 60086 + }, + "4": { + "Dice": 0.8896741430385103, + "FN": 4810, + "FP": 404, + "IoU": 0.80127301139612, + "TN": 149081263, + "TP": 21023, + "n_pred": 21427, + "n_ref": 25833 + }, + "5": { + "Dice": 0.21560808134160833, + "FN": 29634, + "FP": 67, + "IoU": 0.12083000325607554, + "TN": 149073717, + "TP": 4082, + "n_pred": 4149, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9663175368129445, + "FN": 47747, + "FP": 26031, + "IoU": 0.9348301545462897, + "TN": 147975412, + "TP": 1058310, + "n_pred": 1084341, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.8930043068327319, + "FN": 44979, + "FP": 10173, + "IoU": 0.8066917625286535, + "TN": 148822194, + "TP": 230154, + "n_pred": 240327, + "n_ref": 275133 + }, + "8": { + "Dice": 0.900056926200015, + "FN": 19572, + "FP": 26953, + "IoU": 0.8182759159440669, + "TN": 148851480, + "TP": 209495, + "n_pred": 236448, + "n_ref": 229067 + }, + "9": { + "Dice": 0.8194905303997141, + "FN": 23275, + "FP": 5013, + "IoU": 0.6941837837837838, + "TN": 149015000, + "TP": 64212, + "n_pred": 69225, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8765020624529973, + "FN": 108929, + "FP": 5530, + "IoU": 0.7801545807611489, + "TN": 100192166, + "TP": 406175, + "n_pred": 411705, + "n_ref": 515104 + }, + "10": { + "Dice": 0.37799504268796474, + "FN": 24746, + "FP": 20424, + "IoU": 0.23304185414721112, + "TN": 100653905, + "TP": 13725, + "n_pred": 34149, + "n_ref": 38471 + }, + "11": { + "Dice": 0.5782582216808769, + "FN": 1582, + "FP": 1188, + "IoU": 0.40672520882415936, + "TN": 100708131, + "TP": 1899, + "n_pred": 3087, + "n_ref": 3481 + }, + "12": { + "Dice": 0.5810293492131008, + "FN": 3141, + "FP": 799, + "IoU": 0.4094724220623501, + "TN": 100706128, + "TP": 2732, + "n_pred": 3531, + "n_ref": 5873 + }, + "13": { + "Dice": 0.023612469291864432, + "FN": 38660, + "FP": 2277, + "IoU": 0.011947287121065842, + "TN": 100671368, + "TP": 495, + "n_pred": 2772, + "n_ref": 39155 + }, + "14": { + "Dice": 0.5185658598111459, + "FN": 92635, + "FP": 21112, + "IoU": 0.3500431411314976, + "TN": 100537793, + "TP": 61260, + "n_pred": 82372, + "n_ref": 153895 + }, + "15": { + "Dice": 0.8329302809267098, + "FN": 10365, + "FP": 23694, + "IoU": 0.713693678547411, + "TN": 100593840, + "TP": 84901, + "n_pred": 108595, + "n_ref": 95266 + }, + "2": { + "Dice": 0.8282579047482325, + "FN": 48534, + "FP": 28030, + "IoU": 0.7068602451892521, + "TN": 100451614, + "TP": 184622, + "n_pred": 212652, + "n_ref": 233156 + }, + "3": { + "Dice": 0.8327151414837461, + "FN": 29750, + "FP": 48274, + "IoU": 0.7133778318192338, + "TN": 100440581, + "TP": 194195, + "n_pred": 242469, + "n_ref": 223945 + }, + "4": { + "Dice": 0.0, + "FN": 57652, + "FP": 1093, + "IoU": 0.0, + "TN": 100654055, + "TP": 0, + "n_pred": 1093, + "n_ref": 57652 + }, + "5": { + "Dice": 0.7013797152502569, + "FN": 6916, + "FP": 1222, + "IoU": 0.5400960723368183, + "TN": 100695105, + "TP": 9557, + "n_pred": 10779, + "n_ref": 16473 + }, + "6": { + "Dice": 0.8432877523341761, + "FN": 403017, + "FP": 219555, + "IoU": 0.7290384916697132, + "TN": 98415160, + "TP": 1675068, + "n_pred": 1894623, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.5333009489772905, + "FN": 95448, + "FP": 39057, + "IoU": 0.36360625487923165, + "TN": 100501445, + "TP": 76850, + "n_pred": 115907, + "n_ref": 172298 + }, + "8": { + "Dice": 0.9413445058084174, + "FN": 7140, + "FP": 5180, + "IoU": 0.8891887030041374, + "TN": 100601620, + "TP": 98860, + "n_pred": 104040, + "n_ref": 106000 + }, + "9": { + "Dice": 0.7632019967908719, + "FN": 26941, + "FP": 19546, + "IoU": 0.6170789367468142, + "TN": 100591399, + "TP": 74914, + "n_pred": 94460, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9026379847506023, + "FN": 4969, + "FP": 10750, + "IoU": 0.8225526054366477, + "TN": 78862116, + "TP": 72865, + "n_pred": 83615, + "n_ref": 77834 + }, + "10": { + "Dice": 0.5437521999296022, + "FN": 23496, + "FP": 2428, + "IoU": 0.3733926326984434, + "TN": 78909328, + "TP": 15448, + "n_pred": 17876, + "n_ref": 38944 + }, + "11": { + "Dice": 0.3137911781127862, + "FN": 1087, + "FP": 142, + "IoU": 0.18609271523178808, + "TN": 78949190, + "TP": 281, + "n_pred": 423, + "n_ref": 1368 + }, + "12": { + "Dice": 0.012075471698113207, + "FN": 2544, + "FP": 74, + "IoU": 0.006074411541381929, + "TN": 78948066, + "TP": 16, + "n_pred": 90, + "n_ref": 2560 + }, + "13": { + "Dice": 0.20356964741797517, + "FN": 52670, + "FP": 29, + "IoU": 0.11331897567049164, + "TN": 78891266, + "TP": 6735, + "n_pred": 6764, + "n_ref": 59405 + }, + "14": { + "Dice": 0.0025883961711271734, + "FN": 27216, + "FP": 13630, + "IoU": 0.0012958752047727328, + "TN": 78909801, + "TP": 53, + "n_pred": 13683, + "n_ref": 27269 + }, + "15": { + "Dice": 0.8690852301285273, + "FN": 10704, + "FP": 3882, + "IoU": 0.768479865398962, + "TN": 78887699, + "TP": 48415, + "n_pred": 52297, + "n_ref": 59119 + }, + "2": { + "Dice": 0.49145088919696495, + "FN": 67153, + "FP": 1077, + "IoU": 0.32577718927251526, + "TN": 78849502, + "TP": 32968, + "n_pred": 34045, + "n_ref": 100121 + }, + "3": { + "Dice": 0.7349545499679548, + "FN": 3258, + "FP": 55466, + "IoU": 0.5809708654731239, + "TN": 78810557, + "TP": 81419, + "n_pred": 136885, + "n_ref": 84677 + }, + "4": { + "Dice": 0.6079954681557013, + "FN": 9615, + "FP": 73, + "IoU": 0.4367769315737457, + "TN": 78933499, + "TP": 7513, + "n_pred": 7586, + "n_ref": 17128 + }, + "5": { + "Dice": 0.26547978125996224, + "FN": 29385, + "FP": 568, + "IoU": 0.15305660804162188, + "TN": 78915334, + "TP": 5413, + "n_pred": 5981, + "n_ref": 34798 + }, + "6": { + "Dice": 0.9298172665022101, + "FN": 59719, + "FP": 38008, + "IoU": 0.8688397199823915, + "TN": 78205604, + "TP": 647369, + "n_pred": 685377, + "n_ref": 707088 + }, + "7": { + "Dice": 0.48158631996181545, + "FN": 489051, + "FP": 10565, + "IoU": 0.31716410770858217, + "TN": 78219022, + "TP": 232062, + "n_pred": 242627, + "n_ref": 721113 + }, + "8": { + "Dice": 0.8857836156033366, + "FN": 63352, + "FP": 5699, + "IoU": 0.7949834771842628, + "TN": 78613893, + "TP": 267756, + "n_pred": 273455, + "n_ref": 331108 + }, + "9": { + "Dice": 0.5415741762670668, + "FN": 35212, + "FP": 1755, + "IoU": 0.371341598217778, + "TN": 78891897, + "TP": 21836, + "n_pred": 23591, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9676121719092369, + "FN": 2915, + "FP": 6811, + "IoU": 0.9372564704668026, + "TN": 104849428, + "TP": 145286, + "n_pred": 152097, + "n_ref": 148201 + }, + "10": { + "Dice": 0.7761093848548498, + "FN": 20170, + "FP": 18523, + "IoU": 0.6341329651937934, + "TN": 104898683, + "TP": 67064, + "n_pred": 85587, + "n_ref": 87234 + }, + "11": { + "Dice": 0.8490175801447777, + "FN": 1047, + "FP": 121, + "IoU": 0.7376460017969452, + "TN": 104999988, + "TP": 3284, + "n_pred": 3405, + "n_ref": 4331 + }, + "12": { + "Dice": 0.6531861114806439, + "FN": 2378, + "FP": 229, + "IoU": 0.4849861714737258, + "TN": 104999378, + "TP": 2455, + "n_pred": 2684, + "n_ref": 4833 + }, + "13": { + "Dice": 0.7805749877270496, + "FN": 26937, + "FP": 1669, + "IoU": 0.6401172518776655, + "TN": 104924953, + "TP": 50881, + "n_pred": 52550, + "n_ref": 77818 + }, + "14": { + "Dice": 0.8931118878501875, + "FN": 10419, + "FP": 3862, + "IoU": 0.8068673590825489, + "TN": 104930496, + "TP": 59663, + "n_pred": 63525, + "n_ref": 70082 + }, + "15": { + "Dice": 0.73818853974122, + "FN": 9384, + "FP": 1239, + "IoU": 0.585022852455174, + "TN": 104978841, + "TP": 14976, + "n_pred": 16215, + "n_ref": 24360 + }, + "2": { + "Dice": 0.9004405790467471, + "FN": 29117, + "FP": 2203, + "IoU": 0.8189103398032992, + "TN": 104831487, + "TP": 141633, + "n_pred": 143836, + "n_ref": 170750 + }, + "3": { + "Dice": 0.9120005895285, + "FN": 5031, + "FP": 23629, + "IoU": 0.8382362901587158, + "TN": 104827268, + "TP": 148512, + "n_pred": 172141, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1424, + "IoU": 0.0, + "TN": 105003016, + "TP": 0, + "n_pred": 1424, + "n_ref": 0 + }, + "5": { + "Dice": 0.6714582514458981, + "FN": 12143, + "FP": 5410, + "IoU": 0.5054099746407439, + "TN": 104968950, + "TP": 17937, + "n_pred": 23347, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9794780357618557, + "FN": 37224, + "FP": 13004, + "IoU": 0.9597814354667717, + "TN": 103755564, + "TP": 1198648, + "n_pred": 1211652, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.8784773238304746, + "FN": 13651, + "FP": 46231, + "IoU": 0.7832898455792677, + "TN": 104728117, + "TP": 216441, + "n_pred": 262672, + "n_ref": 230092 + }, + "8": { + "Dice": 0.966483929316822, + "FN": 18872, + "FP": 5216, + "IoU": 0.9351416554925497, + "TN": 104633046, + "TP": 347306, + "n_pred": 352522, + "n_ref": 366178 + }, + "9": { + "Dice": 0.9176315950698146, + "FN": 11175, + "FP": 3614, + "IoU": 0.8477996871397991, + "TN": 104907272, + "TP": 82379, + "n_pred": 85993, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8750391515045604, + "FN": 92647, + "FP": 312, + "IoU": 0.7778396489752217, + "TN": 177257856, + "TP": 325473, + "n_pred": 325785, + "n_ref": 418120 + }, + "10": { + "Dice": 0.49134721089400335, + "FN": 44250, + "FP": 13124, + "IoU": 0.32568607862725507, + "TN": 177591203, + "TP": 27711, + "n_pred": 40835, + "n_ref": 71961 + }, + "11": { + "Dice": 0.7656133366509081, + "FN": 1666, + "FP": 218, + "IoU": 0.6202378552711147, + "TN": 177671327, + "TP": 3077, + "n_pred": 3295, + "n_ref": 4743 + }, + "12": { + "Dice": 0.7517079180199351, + "FN": 1842, + "FP": 375, + "IoU": 0.6021891261439082, + "TN": 177670715, + "TP": 3356, + "n_pred": 3731, + "n_ref": 5198 + }, + "13": { + "Dice": 0.8013043230620266, + "FN": 20809, + "FP": 7099, + "IoU": 0.6684801976669597, + "TN": 177592106, + "TP": 56274, + "n_pred": 63373, + "n_ref": 77083 + }, + "14": { + "Dice": 0.8934513825488156, + "FN": 13124, + "FP": 1931, + "IoU": 0.8074217151043799, + "TN": 177598112, + "TP": 63121, + "n_pred": 65052, + "n_ref": 76245 + }, + "15": { + "Dice": 0.4955777665923636, + "FN": 9385, + "FP": 18675, + "IoU": 0.3294140139566007, + "TN": 177634444, + "TP": 13784, + "n_pred": 32459, + "n_ref": 23169 + }, + "2": { + "Dice": 0.8228245454690314, + "FN": 7814, + "FP": 81138, + "IoU": 0.6989820780767773, + "TN": 177380784, + "TP": 206552, + "n_pred": 287690, + "n_ref": 214366 + }, + "3": { + "Dice": 0.715913836249859, + "FN": 89609, + "FP": 3592, + "IoU": 0.5575278797172387, + "TN": 177465651, + "TP": 117436, + "n_pred": 121028, + "n_ref": 207045 + }, + "4": { + "Dice": 0.743045852915026, + "FN": 11033, + "FP": 5151, + "IoU": 0.5911479385610348, + "TN": 177636704, + "TP": 23400, + "n_pred": 28551, + "n_ref": 34433 + }, + "5": { + "Dice": 0.7616419969426942, + "FN": 10753, + "FP": 2033, + "IoU": 0.6150418498223641, + "TN": 177643074, + "TP": 20428, + "n_pred": 22461, + "n_ref": 31181 + }, + "6": { + "Dice": 0.9426666784383273, + "FN": 97200, + "FP": 110606, + "IoU": 0.8915510929382386, + "TN": 175760123, + "TP": 1708359, + "n_pred": 1818965, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.8679381538981835, + "FN": 26856, + "FP": 77015, + "IoU": 0.7666879304225946, + "TN": 177231086, + "TP": 341331, + "n_pred": 418346, + "n_ref": 368187 + }, + "8": { + "Dice": 0.8635650597255139, + "FN": 8696, + "FP": 51577, + "IoU": 0.759889571431986, + "TN": 177425266, + "TP": 190749, + "n_pred": 242326, + "n_ref": 199445 + }, + "9": { + "Dice": 0.9209142718010759, + "FN": 14191, + "FP": 6597, + "IoU": 0.8534208615085213, + "TN": 177534467, + "TP": 121033, + "n_pred": 127630, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9669153740428038, + "FN": 9780, + "FP": 2352, + "IoU": 0.9359498241946214, + "TN": 193816121, + "TP": 177282, + "n_pred": 179634, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8830726233925508, + "FN": 12161, + "FP": 7670, + "IoU": 0.7906267156552219, + "TN": 193910819, + "TP": 74885, + "n_pred": 82555, + "n_ref": 87046 + }, + "11": { + "Dice": 0.6559965855740504, + "FN": 1575, + "FP": 37, + "IoU": 0.4880914576055891, + "TN": 194002386, + "TP": 1537, + "n_pred": 1574, + "n_ref": 3112 + }, + "12": { + "Dice": 0.5061147695202258, + "FN": 2605, + "FP": 20, + "IoU": 0.33879093198992444, + "TN": 194001565, + "TP": 1345, + "n_pred": 1365, + "n_ref": 3950 + }, + "13": { + "Dice": 0.6526665401404441, + "FN": 32488, + "FP": 4114, + "IoU": 0.48441351720640646, + "TN": 193934544, + "TP": 34389, + "n_pred": 38503, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8920885706502705, + "FN": 7130, + "FP": 9508, + "IoU": 0.805198454513523, + "TN": 193920125, + "TP": 68772, + "n_pred": 78280, + "n_ref": 75902 + }, + "15": { + "Dice": 0.734728423012632, + "FN": 3604, + "FP": 8933, + "IoU": 0.5806883173350279, + "TN": 193975636, + "TP": 17362, + "n_pred": 26295, + "n_ref": 20966 + }, + "2": { + "Dice": 0.9403905062200886, + "FN": 13339, + "FP": 2579, + "IoU": 0.887487807291593, + "TN": 193864057, + "TP": 125560, + "n_pred": 128139, + "n_ref": 138899 + }, + "3": { + "Dice": 0.9316848297236661, + "FN": 9351, + "FP": 9010, + "IoU": 0.8721067112457772, + "TN": 193861970, + "TP": 125204, + "n_pred": 134214, + "n_ref": 134555 + }, + "4": { + "Dice": 0.87263334487258, + "FN": 4644, + "FP": 139, + "IoU": 0.7740457294028723, + "TN": 193984367, + "TP": 16385, + "n_pred": 16524, + "n_ref": 21029 + }, + "5": { + "Dice": 0.412076813272644, + "FN": 19620, + "FP": 2209, + "IoU": 0.25950676752942775, + "TN": 193976056, + "TP": 7650, + "n_pred": 9859, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9526427364533682, + "FN": 36843, + "FP": 97214, + "IoU": 0.9095680811220662, + "TN": 192523127, + "TP": 1348351, + "n_pred": 1445565, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.877256463507814, + "FN": 61347, + "FP": 11585, + "IoU": 0.7813507136711266, + "TN": 193671978, + "TP": 260625, + "n_pred": 272210, + "n_ref": 321972 + }, + "8": { + "Dice": 0.9525379997930835, + "FN": 15831, + "FP": 6648, + "IoU": 0.9093771417053014, + "TN": 193757485, + "TP": 225571, + "n_pred": 232219, + "n_ref": 241402 + }, + "9": { + "Dice": 0.8940840845565292, + "FN": 13171, + "FP": 7026, + "IoU": 0.8084557533454094, + "TN": 193900092, + "TP": 85246, + "n_pred": 92272, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9212836640315228, + "FN": 2693, + "FP": 16405, + "IoU": 0.8540555411209096, + "TN": 99524942, + "TP": 111760, + "n_pred": 128165, + "n_ref": 114453 + }, + "10": { + "Dice": 0.7659999496395028, + "FN": 26054, + "FP": 1825, + "IoU": 0.6207454768058768, + "TN": 99582290, + "TP": 45631, + "n_pred": 47456, + "n_ref": 71685 + }, + "11": { + "Dice": 0.6361947231512449, + "FN": 1930, + "FP": 28, + "IoU": 0.4664850136239782, + "TN": 99652130, + "TP": 1712, + "n_pred": 1740, + "n_ref": 3642 + }, + "12": { + "Dice": 0.1503369621565578, + "FN": 3278, + "FP": 0, + "IoU": 0.0812780269058296, + "TN": 99652232, + "TP": 290, + "n_pred": 290, + "n_ref": 3568 + }, + "13": { + "Dice": 0.5760593684373269, + "FN": 23075, + "FP": 9830, + "IoU": 0.4045529396862163, + "TN": 99600539, + "TP": 22356, + "n_pred": 32186, + "n_ref": 45431 + }, + "14": { + "Dice": 0.6133481069357348, + "FN": 28123, + "FP": 4679, + "IoU": 0.4423230588755334, + "TN": 99596981, + "TP": 26017, + "n_pred": 30696, + "n_ref": 54140 + }, + "15": { + "Dice": 0.36634748032135034, + "FN": 28918, + "FP": 2316, + "IoU": 0.2242505526165462, + "TN": 99615537, + "TP": 9029, + "n_pred": 11345, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9556577769505527, + "FN": 6928, + "FP": 3078, + "IoU": 0.9150810489688534, + "TN": 99537970, + "TP": 107824, + "n_pred": 110902, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9605466598674146, + "FN": 6082, + "FP": 3589, + "IoU": 0.9240882902400351, + "TN": 99528402, + "TP": 117727, + "n_pred": 121316, + "n_ref": 123809 + }, + "4": { + "Dice": 0.7133191962031707, + "FN": 8310, + "FP": 207, + "IoU": 0.5543870663946006, + "TN": 99636687, + "TP": 10596, + "n_pred": 10803, + "n_ref": 18906 + }, + "5": { + "Dice": 0.5078867648595007, + "FN": 4535, + "FP": 176, + "IoU": 0.3403808457014842, + "TN": 99648658, + "TP": 2431, + "n_pred": 2607, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9618491981341327, + "FN": 66190, + "FP": 35978, + "IoU": 0.9265023890608207, + "TN": 98265714, + "TP": 1287918, + "n_pred": 1323896, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.8931844940906449, + "FN": 17148, + "FP": 18687, + "IoU": 0.8069858881826996, + "TN": 99470140, + "TP": 149825, + "n_pred": 168512, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9524580416610455, + "FN": 5610, + "FP": 3905, + "IoU": 0.9092314003071728, + "TN": 99550973, + "TP": 95312, + "n_pred": 99217, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9360923683224858, + "FN": 9311, + "FP": 2462, + "IoU": 0.8798624433650353, + "TN": 99557804, + "TP": 86223, + "n_pred": 88685, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7588962095015014, + "FN": 173471, + "FP": 279, + "IoU": 0.6114687710337949, + "TN": 62636323, + "TP": 273447, + "n_pred": 273726, + "n_ref": 446918 + }, + "10": { + "Dice": 0.8395151992351171, + "FN": 11137, + "FP": 11691, + "IoU": 0.7234176601725307, + "TN": 63000984, + "TP": 59708, + "n_pred": 71399, + "n_ref": 70845 + }, + "11": { + "Dice": 0.6724627395315826, + "FN": 1650, + "FP": 196, + "IoU": 0.5065490510558674, + "TN": 63079779, + "TP": 1895, + "n_pred": 2091, + "n_ref": 3545 + }, + "12": { + "Dice": 0.67619405791651, + "FN": 1704, + "FP": 18, + "IoU": 0.5107954545454545, + "TN": 63080000, + "TP": 1798, + "n_pred": 1816, + "n_ref": 3502 + }, + "13": { + "Dice": 0.426206082445404, + "FN": 31935, + "FP": 5007, + "IoU": 0.2708144171173661, + "TN": 63032858, + "TP": 13720, + "n_pred": 18727, + "n_ref": 45655 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9582040157733122, + "FN": 7578, + "FP": 2576, + "IoU": 0.9197616714606316, + "TN": 62956972, + "TP": 116394, + "n_pred": 118970, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9660035196904537, + "FN": 3260, + "FP": 5491, + "IoU": 0.9342425608656447, + "TN": 62950440, + "TP": 124329, + "n_pred": 129820, + "n_ref": 127589 + }, + "4": { + "Dice": 0.05753380380326456, + "FN": 17495, + "FP": 0, + "IoU": 0.02961894725165012, + "TN": 63065491, + "TP": 534, + "n_pred": 534, + "n_ref": 18029 + }, + "5": { + "Dice": 0.5045359966708282, + "FN": 10892, + "FP": 1014, + "IoU": 0.33737756010685666, + "TN": 63065552, + "TP": 6062, + "n_pred": 7076, + "n_ref": 16954 + }, + "6": { + "Dice": 0.8715719060577247, + "FN": 147509, + "FP": 141938, + "IoU": 0.7723770001266115, + "TN": 61811913, + "TP": 982160, + "n_pred": 1124098, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.8688644273675333, + "FN": 18604, + "FP": 23068, + "IoU": 0.7681346501599666, + "TN": 62903795, + "TP": 138053, + "n_pred": 161121, + "n_ref": 156657 + }, + "8": { + "Dice": 0.9323350491343004, + "FN": 12338, + "FP": 2122, + "IoU": 0.8732468443197756, + "TN": 62969440, + "TP": 99620, + "n_pred": 101742, + "n_ref": 111958 + }, + "9": { + "Dice": 0.890873713575732, + "FN": 4887, + "FP": 4423, + "IoU": 0.803221170104836, + "TN": 63036208, + "TP": 38002, + "n_pred": 42425, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9296306149192555, + "FN": 29437, + "FP": 13415, + "IoU": 0.8685138307175404, + "TN": 109282913, + "TP": 283053, + "n_pred": 296468, + "n_ref": 312490 + }, + "10": { + "Dice": 0.6449242406108624, + "FN": 34042, + "FP": 25294, + "IoU": 0.47593223931744716, + "TN": 109495596, + "TP": 53886, + "n_pred": 79180, + "n_ref": 87928 + }, + "11": { + "Dice": 0.6891309855586522, + "FN": 1746, + "FP": 708, + "IoU": 0.5257054503285659, + "TN": 109603644, + "TP": 2720, + "n_pred": 3428, + "n_ref": 4466 + }, + "12": { + "Dice": 0.25249584026622296, + "FN": 3474, + "FP": 120, + "IoU": 0.14448940728398, + "TN": 109604617, + "TP": 607, + "n_pred": 727, + "n_ref": 4081 + }, + "13": { + "Dice": 0.2299482027939099, + "FN": 69059, + "FP": 9437, + "IoU": 0.12991043717300702, + "TN": 109518602, + "TP": 11720, + "n_pred": 21157, + "n_ref": 80779 + }, + "14": { + "Dice": 0.4855686095712562, + "FN": 53251, + "FP": 39270, + "IoU": 0.3206276709793958, + "TN": 109472632, + "TP": 43665, + "n_pred": 82935, + "n_ref": 96916 + }, + "15": { + "Dice": 0.7125859767990966, + "FN": 34128, + "FP": 21866, + "IoU": 0.5535017981452391, + "TN": 109483411, + "TP": 69413, + "n_pred": 91279, + "n_ref": 103541 + }, + "2": { + "Dice": 0.9102221183072247, + "FN": 19410, + "FP": 18988, + "IoU": 0.8352363666010152, + "TN": 109375769, + "TP": 194651, + "n_pred": 213639, + "n_ref": 214061 + }, + "3": { + "Dice": 0.9209076188780657, + "FN": 28432, + "FP": 8886, + "IoU": 0.8534094346218962, + "TN": 109354245, + "TP": 217255, + "n_pred": 226141, + "n_ref": 245687 + }, + "4": { + "Dice": 0.0, + "FN": 50290, + "FP": 0, + "IoU": 0.0, + "TN": 109558528, + "TP": 0, + "n_pred": 0, + "n_ref": 50290 + }, + "5": { + "Dice": 0.6410284951024042, + "FN": 4793, + "FP": 1657, + "IoU": 0.4717012040298141, + "TN": 109596609, + "TP": 5759, + "n_pred": 7416, + "n_ref": 10552 + }, + "6": { + "Dice": 0.9094083815021131, + "FN": 66636, + "FP": 169221, + "IoU": 0.8338670186688907, + "TN": 108189130, + "TP": 1183831, + "n_pred": 1353052, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.7708758062835894, + "FN": 432084, + "FP": 23197, + "IoU": 0.6271748698988261, + "TN": 108387653, + "TP": 765884, + "n_pred": 789081, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9539116206601924, + "FN": 4010, + "FP": 4243, + "IoU": 0.9118843488751989, + "TN": 109515157, + "TP": 85408, + "n_pred": 89651, + "n_ref": 89418 + }, + "9": { + "Dice": 0.6717038825186079, + "FN": 13463, + "FP": 27336, + "IoU": 0.5056883579485564, + "TN": 109526281, + "TP": 41738, + "n_pred": 69074, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.943013039249625, + "FN": 1570, + "FP": 5344, + "IoU": 0.892170929507174, + "TN": 67003232, + "TP": 57206, + "n_pred": 62550, + "n_ref": 58776 + }, + "10": { + "Dice": 0.5147812101187043, + "FN": 49350, + "FP": 6160, + "IoU": 0.3466029474080701, + "TN": 66982396, + "TP": 29446, + "n_pred": 35606, + "n_ref": 78796 + }, + "11": { + "Dice": 0.2058165548098434, + "FN": 2758, + "FP": 82, + "IoU": 0.11471321695760599, + "TN": 67064144, + "TP": 368, + "n_pred": 450, + "n_ref": 3126 + }, + "12": { + "Dice": 0.033028605131229724, + "FN": 3255, + "FP": 24, + "IoU": 0.016791604197901048, + "TN": 67064017, + "TP": 56, + "n_pred": 80, + "n_ref": 3311 + }, + "13": { + "Dice": 0.08034793098522246, + "FN": 35680, + "FP": 22259, + "IoU": 0.04185546552009261, + "TN": 67006882, + "TP": 2531, + "n_pred": 24790, + "n_ref": 38211 + }, + "14": { + "Dice": 0.7993640218049667, + "FN": 17407, + "FP": 11743, + "IoU": 0.6657838315046034, + "TN": 66980133, + "TP": 58069, + "n_pred": 69812, + "n_ref": 75476 + }, + "15": { + "Dice": 0.34085580726357423, + "FN": 19513, + "FP": 26314, + "IoU": 0.20544073791525072, + "TN": 67009676, + "TP": 11849, + "n_pred": 38163, + "n_ref": 31362 + }, + "2": { + "Dice": 0.8711004990471388, + "FN": 28564, + "FP": 6202, + "IoU": 0.7716368891224382, + "TN": 66915112, + "TP": 117474, + "n_pred": 123676, + "n_ref": 146038 + }, + "3": { + "Dice": 0.9124763066075892, + "FN": 9211, + "FP": 19787, + "IoU": 0.8390403925465011, + "TN": 66887195, + "TP": 151159, + "n_pred": 170946, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 0, + "IoU": 0.0, + "TN": 67054313, + "TP": 0, + "n_pred": 0, + "n_ref": 13039 + }, + "5": { + "Dice": 0.0, + "FN": 8921, + "FP": 183, + "IoU": 0.0, + "TN": 67058248, + "TP": 0, + "n_pred": 183, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9582830192332485, + "FN": 65265, + "FP": 23072, + "IoU": 0.9199072655299411, + "TN": 65964418, + "TP": 1014597, + "n_pred": 1037669, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.5488561082616554, + "FN": 216938, + "FP": 4455, + "IoU": 0.37822307724713183, + "TN": 66711287, + "TP": 134672, + "n_pred": 139127, + "n_ref": 351610 + }, + "8": { + "Dice": 0.8510745081288876, + "FN": 6013, + "FP": 21880, + "IoU": 0.7407569195308289, + "TN": 66959758, + "TP": 79701, + "n_pred": 101581, + "n_ref": 85714 + }, + "9": { + "Dice": 0.8483247059842759, + "FN": 18592, + "FP": 2417, + "IoU": 0.7366005942753977, + "TN": 66987591, + "TP": 58752, + "n_pred": 61169, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.45957897705181394, + "FN": 126435, + "FP": 50, + "IoU": 0.29834634181519637, + "TN": 74339013, + "TP": 53782, + "n_pred": 53832, + "n_ref": 180217 + }, + "10": { + "Dice": 0.6008753226349456, + "FN": 29377, + "FP": 6189, + "IoU": 0.42946517373030896, + "TN": 74456942, + "TP": 26772, + "n_pred": 32961, + "n_ref": 56149 + }, + "11": { + "Dice": 0.6235627395434095, + "FN": 1516, + "FP": 743, + "IoU": 0.4530266343825666, + "TN": 74515150, + "TP": 1871, + "n_pred": 2614, + "n_ref": 3387 + }, + "12": { + "Dice": 0.3121165644171779, + "FN": 1794, + "FP": 0, + "IoU": 0.18491594729668331, + "TN": 74517079, + "TP": 407, + "n_pred": 407, + "n_ref": 2201 + }, + "13": { + "Dice": 0.3171693097442479, + "FN": 34240, + "FP": 3005, + "IoU": 0.1884736899444384, + "TN": 74473385, + "TP": 8650, + "n_pred": 11655, + "n_ref": 42890 + }, + "14": { + "Dice": 0.34192602248655696, + "FN": 21433, + "FP": 18953, + "IoU": 0.20621879790872283, + "TN": 74468402, + "TP": 10492, + "n_pred": 29445, + "n_ref": 31925 + }, + "15": { + "Dice": 0.5476759539369224, + "FN": 13975, + "FP": 13088, + "IoU": 0.3771031371556149, + "TN": 74475833, + "TP": 16384, + "n_pred": 29472, + "n_ref": 30359 + }, + "2": { + "Dice": 0.9088293120728611, + "FN": 10785, + "FP": 15322, + "IoU": 0.8328938104077321, + "TN": 74363050, + "TP": 130123, + "n_pred": 145445, + "n_ref": 140908 + }, + "3": { + "Dice": 0.9074240360523971, + "FN": 20732, + "FP": 6795, + "IoU": 0.8305363343101283, + "TN": 74356844, + "TP": 134909, + "n_pred": 141704, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0, + "FN": 13278, + "FP": 0, + "IoU": 0.0, + "TN": 74506002, + "TP": 0, + "n_pred": 0, + "n_ref": 13278 + }, + "5": { + "Dice": 0.3713782832385594, + "FN": 7411, + "FP": 1875, + "IoU": 0.22803225538282484, + "TN": 74507251, + "TP": 2743, + "n_pred": 4618, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9345664122071607, + "FN": 87991, + "FP": 124567, + "IoU": 0.8771700300374573, + "TN": 72788774, + "TP": 1517948, + "n_pred": 1642515, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.3420749586305002, + "FN": 131842, + "FP": 4134, + "IoU": 0.20632715599007734, + "TN": 74347955, + "TP": 35349, + "n_pred": 39483, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9579575369565556, + "FN": 2881, + "FP": 2517, + "IoU": 0.9193075819182014, + "TN": 74452384, + "TP": 61498, + "n_pred": 64015, + "n_ref": 64379 + }, + "9": { + "Dice": 0.9099159422054242, + "FN": 10643, + "FP": 5636, + "IoU": 0.8347208967043678, + "TN": 74420786, + "TP": 82215, + "n_pred": 87851, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8716078515499303, + "FN": 18828, + "FP": 58977, + "IoU": 0.7724334600760456, + "TN": 65709280, + "TP": 264095, + "n_pred": 323072, + "n_ref": 282923 + }, + "10": { + "Dice": 0.6281331264613973, + "FN": 40417, + "FP": 10634, + "IoU": 0.45786740577909457, + "TN": 65957013, + "TP": 43116, + "n_pred": 53750, + "n_ref": 83533 + }, + "11": { + "Dice": 0.09024081115335868, + "FN": 3459, + "FP": 130, + "IoU": 0.047252455534908415, + "TN": 66047413, + "TP": 178, + "n_pred": 308, + "n_ref": 3637 + }, + "12": { + "Dice": 0.3235955056179775, + "FN": 2378, + "FP": 331, + "IoU": 0.19302949061662197, + "TN": 66047823, + "TP": 648, + "n_pred": 979, + "n_ref": 3026 + }, + "13": { + "Dice": 0.7544235022598327, + "FN": 16245, + "FP": 4185, + "IoU": 0.6056821910405127, + "TN": 65999369, + "TP": 31381, + "n_pred": 35566, + "n_ref": 47626 + }, + "14": { + "Dice": 0.8874804265155469, + "FN": 11061, + "FP": 1011, + "IoU": 0.7977211796246649, + "TN": 65991500, + "TP": 47608, + "n_pred": 48619, + "n_ref": 58669 + }, + "15": { + "Dice": 0.7458101178716509, + "FN": 7797, + "FP": 3654, + "IoU": 0.5946548672566372, + "TN": 66022930, + "TP": 16799, + "n_pred": 20453, + "n_ref": 24596 + }, + "2": { + "Dice": 0.8553653243308416, + "FN": 19797, + "FP": 22189, + "IoU": 0.7472823797084351, + "TN": 65885042, + "TP": 124152, + "n_pred": 146341, + "n_ref": 143949 + }, + "3": { + "Dice": 0.8648285398587481, + "FN": 22987, + "FP": 18851, + "IoU": 0.7618483816983345, + "TN": 65875502, + "TP": 133840, + "n_pred": 152691, + "n_ref": 156827 + }, + "4": { + "Dice": 0.5443593079851573, + "FN": 18232, + "FP": 678, + "IoU": 0.3739654373303317, + "TN": 66020974, + "TP": 11296, + "n_pred": 11974, + "n_ref": 29528 + }, + "5": { + "Dice": 0.7313583997974427, + "FN": 4202, + "FP": 42, + "IoU": 0.5764893723181319, + "TN": 66041159, + "TP": 5777, + "n_pred": 5819, + "n_ref": 9979 + }, + "6": { + "Dice": 0.9414542633857635, + "FN": 59190, + "FP": 60741, + "IoU": 0.8893845875729559, + "TN": 64966964, + "TP": 964285, + "n_pred": 1025026, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.8984199806094879, + "FN": 172655, + "FP": 9126, + "IoU": 0.8155739617595555, + "TN": 65065522, + "TP": 803877, + "n_pred": 813003, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9546850858856676, + "FN": 2515, + "FP": 4964, + "IoU": 0.9132990192668846, + "TN": 65964918, + "TP": 78783, + "n_pred": 83747, + "n_ref": 81298 + }, + "9": { + "Dice": 0.8859508017305333, + "FN": 9777, + "FP": 5750, + "IoU": 0.7952528515856795, + "TN": 65975345, + "TP": 60308, + "n_pred": 66058, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9806830354397854, + "FN": 2129, + "FP": 3840, + "IoU": 0.9620982182543211, + "TN": 113315054, + "TP": 151517, + "n_pred": 155357, + "n_ref": 153646 + }, + "10": { + "Dice": 0.8815198867045918, + "FN": 7116, + "FP": 12628, + "IoU": 0.7881408674378179, + "TN": 113379346, + "TP": 73450, + "n_pred": 86078, + "n_ref": 80566 + }, + "11": { + "Dice": 0.6163921412978766, + "FN": 1677, + "FP": 256, + "IoU": 0.4454962707974756, + "TN": 113469054, + "TP": 1553, + "n_pred": 1809, + "n_ref": 3230 + }, + "12": { + "Dice": 0.5219909502262443, + "FN": 2641, + "FP": 0, + "IoU": 0.35317168748469263, + "TN": 113468457, + "TP": 1442, + "n_pred": 1442, + "n_ref": 4083 + }, + "13": { + "Dice": 0.4523491879350348, + "FN": 45682, + "FP": 29850, + "IoU": 0.2922811685999663, + "TN": 113365814, + "TP": 31194, + "n_pred": 61044, + "n_ref": 76876 + }, + "14": { + "Dice": 0.924280415194065, + "FN": 31364, + "FP": 6686, + "IoU": 0.859220588942619, + "TN": 113202259, + "TP": 232231, + "n_pred": 238917, + "n_ref": 263595 + }, + "15": { + "Dice": 0.7288130976054918, + "FN": 8506, + "FP": 1449, + "IoU": 0.573332761872107, + "TN": 113449208, + "TP": 13377, + "n_pred": 14826, + "n_ref": 21883 + }, + "2": { + "Dice": 0.9299999586019034, + "FN": 14764, + "FP": 2145, + "IoU": 0.8691588061872741, + "TN": 113343307, + "TP": 112324, + "n_pred": 114469, + "n_ref": 127088 + }, + "3": { + "Dice": 0.864745500717677, + "FN": 2820, + "FP": 33930, + "IoU": 0.7617195098229916, + "TN": 113318310, + "TP": 117480, + "n_pred": 151410, + "n_ref": 120300 + }, + "4": { + "Dice": 0.765149010943127, + "FN": 9102, + "FP": 4397, + "IoU": 0.6196286173180422, + "TN": 113437051, + "TP": 21990, + "n_pred": 26387, + "n_ref": 31092 + }, + "5": { + "Dice": 0.6885115319164343, + "FN": 13810, + "FP": 3396, + "IoU": 0.524984815857766, + "TN": 113436318, + "TP": 19016, + "n_pred": 22412, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9589619498509556, + "FN": 49834, + "FP": 43782, + "IoU": 0.9211593656097988, + "TN": 112285132, + "TP": 1093792, + "n_pred": 1137574, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.9096508249991389, + "FN": 19968, + "FP": 19375, + "IoU": 0.8342747863301867, + "TN": 113235141, + "TP": 198056, + "n_pred": 217431, + "n_ref": 218024 + }, + "8": { + "Dice": 0.9559809326983989, + "FN": 16131, + "FP": 2144, + "IoU": 0.9156738249706993, + "TN": 113255822, + "TP": 198443, + "n_pred": 200587, + "n_ref": 214574 + }, + "9": { + "Dice": 0.8777874144743182, + "FN": 15151, + "FP": 10213, + "IoU": 0.7821935217943874, + "TN": 113356088, + "TP": 91088, + "n_pred": 101301, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8661276781871927, + "FN": 4417, + "FP": 33535, + "IoU": 0.7638670258768191, + "TN": 75036005, + "TP": 122771, + "n_pred": 156306, + "n_ref": 127188 + }, + "10": { + "Dice": 0.7721453406709802, + "FN": 32988, + "FP": 6594, + "IoU": 0.628857279486915, + "TN": 75090079, + "TP": 67067, + "n_pred": 73661, + "n_ref": 100055 + }, + "11": { + "Dice": 0.6240409207161125, + "FN": 1714, + "FP": 491, + "IoU": 0.45353159851301117, + "TN": 75192693, + "TP": 1830, + "n_pred": 2321, + "n_ref": 3544 + }, + "12": { + "Dice": 0.5, + "FN": 1892, + "FP": 536, + "IoU": 0.3333333333333333, + "TN": 75193086, + "TP": 1214, + "n_pred": 1750, + "n_ref": 3106 + }, + "13": { + "Dice": 0.45683717820127046, + "FN": 34764, + "FP": 13974, + "IoU": 0.2960395181558194, + "TN": 75127494, + "TP": 20496, + "n_pred": 34470, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9518599806977862, + "FN": 5334, + "FP": 7585, + "IoU": 0.9081420069538755, + "TN": 75056087, + "TP": 127722, + "n_pred": 135307, + "n_ref": 133056 + }, + "15": { + "Dice": 0.32806417618340966, + "FN": 58558, + "FP": 3928, + "IoU": 0.19621816310779522, + "TN": 75118988, + "TP": 15254, + "n_pred": 19182, + "n_ref": 73812 + }, + "2": { + "Dice": 0.9326811283007406, + "FN": 12746, + "FP": 6535, + "IoU": 0.873854246403266, + "TN": 75043881, + "TP": 133566, + "n_pred": 140101, + "n_ref": 146312 + }, + "3": { + "Dice": 0.9339688024516583, + "FN": 5343, + "FP": 14760, + "IoU": 0.876117701432753, + "TN": 75034453, + "TP": 142172, + "n_pred": 156932, + "n_ref": 147515 + }, + "4": { + "Dice": 0.8834299863165439, + "FN": 4626, + "FP": 741, + "IoU": 0.7911998132586368, + "TN": 75171024, + "TP": 20337, + "n_pred": 21078, + "n_ref": 24963 + }, + "5": { + "Dice": 0.24892993917548997, + "FN": 6596, + "FP": 72, + "IoU": 0.14215875466357905, + "TN": 75188955, + "TP": 1105, + "n_pred": 1177, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9759839434502391, + "FN": 35988, + "FP": 24080, + "IoU": 0.953094375041972, + "TN": 73916114, + "TP": 1220546, + "n_pred": 1244626, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.8840949562338541, + "FN": 10815, + "FP": 26155, + "IoU": 0.7922671926009586, + "TN": 75018759, + "TP": 140999, + "n_pred": 167154, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9254827745060199, + "FN": 10407, + "FP": 1563, + "IoU": 0.8613010127227643, + "TN": 75110426, + "TP": 74332, + "n_pred": 75895, + "n_ref": 84739 + }, + "9": { + "Dice": 0.8267184630784835, + "FN": 14879, + "FP": 11260, + "IoU": 0.7046207044624999, + "TN": 75108235, + "TP": 62354, + "n_pred": 73614, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.980700343250498, + "FN": 6138, + "FP": 2116, + "IoU": 0.9621315348794531, + "TN": 86709907, + "TP": 209711, + "n_pred": 211827, + "n_ref": 215849 + }, + "10": { + "Dice": 0.715819003262529, + "FN": 22643, + "FP": 14028, + "IoU": 0.5574128608670464, + "TN": 86845016, + "TP": 46185, + "n_pred": 60213, + "n_ref": 68828 + }, + "11": { + "Dice": 0.4954010695187166, + "FN": 1432, + "FP": 927, + "IoU": 0.3292578902473699, + "TN": 86924355, + "TP": 1158, + "n_pred": 2085, + "n_ref": 2590 + }, + "12": { + "Dice": 0.6427285245207075, + "FN": 1881, + "FP": 1492, + "IoU": 0.4735445606368035, + "TN": 86921465, + "TP": 3034, + "n_pred": 4526, + "n_ref": 4915 + }, + "13": { + "Dice": 0.34435996105521816, + "FN": 40506, + "FP": 16060, + "IoU": 0.20799204715699865, + "TN": 86856451, + "TP": 14855, + "n_pred": 30915, + "n_ref": 55361 + }, + "14": { + "Dice": 0.8572657661533167, + "FN": 18512, + "FP": 3055, + "IoU": 0.75018822466496, + "TN": 86841539, + "TP": 64766, + "n_pred": 67821, + "n_ref": 83278 + }, + "15": { + "Dice": 0.7004052822432081, + "FN": 72355, + "FP": 4894, + "IoU": 0.5389413119900685, + "TN": 86760325, + "TP": 90298, + "n_pred": 95192, + "n_ref": 162653 + }, + "2": { + "Dice": 0.8208519322434793, + "FN": 10389, + "FP": 39297, + "IoU": 0.6961398272951882, + "TN": 86764356, + "TP": 113830, + "n_pred": 153127, + "n_ref": 124219 + }, + "3": { + "Dice": 0.8291443414518956, + "FN": 45702, + "FP": 5669, + "IoU": 0.7081524826724236, + "TN": 86751852, + "TP": 124649, + "n_pred": 130318, + "n_ref": 170351 + }, + "4": { + "Dice": 0.5120985877484933, + "FN": 10829, + "FP": 19, + "IoU": 0.34417508010398407, + "TN": 86911331, + "TP": 5693, + "n_pred": 5712, + "n_ref": 16522 + }, + "5": { + "Dice": 0.7700971731448764, + "FN": 1986, + "FP": 96, + "IoU": 0.6261447297539954, + "TN": 86922303, + "TP": 3487, + "n_pred": 3583, + "n_ref": 5473 + }, + "6": { + "Dice": 0.9254125557154089, + "FN": 33860, + "FP": 149980, + "IoU": 0.8611793862262224, + "TN": 85603573, + "TP": 1140459, + "n_pred": 1290439, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.8270582894139477, + "FN": 289964, + "FP": 16685, + "IoU": 0.7051145695899189, + "TN": 85887980, + "TP": 733243, + "n_pred": 749928, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9439225469012269, + "FN": 3495, + "FP": 2552, + "IoU": 0.8938004917456972, + "TN": 86870932, + "TP": 50893, + "n_pred": 53445, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8135499506989688, + "FN": 6618, + "FP": 13615, + "IoU": 0.6857009708737865, + "TN": 86863497, + "TP": 44142, + "n_pred": 57757, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9658594022394585, + "FN": 3973, + "FP": 2000, + "IoU": 0.9339730055381759, + "TN": 37659137, + "TP": 84490, + "n_pred": 86490, + "n_ref": 88463 + }, + "10": { + "Dice": 0.7149633991739255, + "FN": 24278, + "FP": 3602, + "IoU": 0.5563759030009865, + "TN": 37686754, + "TP": 34966, + "n_pred": 38568, + "n_ref": 59244 + }, + "11": { + "Dice": 0.8208530805687204, + "FN": 423, + "FP": 522, + "IoU": 0.6961414790996785, + "TN": 37746490, + "TP": 2165, + "n_pred": 2687, + "n_ref": 2588 + }, + "12": { + "Dice": 0.08211330362826226, + "FN": 2788, + "FP": 96, + "IoU": 0.04281447062728178, + "TN": 37746587, + "TP": 129, + "n_pred": 225, + "n_ref": 2917 + }, + "13": { + "Dice": 0.6033111412242974, + "FN": 19285, + "FP": 14380, + "IoU": 0.43195815405382604, + "TN": 37690335, + "TP": 25600, + "n_pred": 39980, + "n_ref": 44885 + }, + "14": { + "Dice": 0.3808961135880901, + "FN": 20653, + "FP": 238177, + "IoU": 0.23525118850291474, + "TN": 37411149, + "TP": 79621, + "n_pred": 317798, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 29822, + "IoU": 0.0, + "TN": 37719778, + "TP": 0, + "n_pred": 29822, + "n_ref": 0 + }, + "2": { + "Dice": 0.7318088583479917, + "FN": 40115, + "FP": 3948, + "IoU": 0.5770493376847764, + "TN": 37645420, + "TP": 60117, + "n_pred": 64065, + "n_ref": 100232 + }, + "3": { + "Dice": 0.8819748634459352, + "FN": 5542, + "FP": 16714, + "IoU": 0.7888685456253024, + "TN": 37644187, + "TP": 83157, + "n_pred": 99871, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 0, + "IoU": 0.0, + "TN": 37737906, + "TP": 0, + "n_pred": 0, + "n_ref": 11694 + }, + "5": { + "Dice": 0.7494049642978579, + "FN": 3437, + "FP": 985, + "IoU": 0.5992387166938553, + "TN": 37738566, + "TP": 6612, + "n_pred": 7597, + "n_ref": 10049 + }, + "6": { + "Dice": 0.9551961152620667, + "FN": 56012, + "FP": 8390, + "IoU": 0.9142348427443465, + "TN": 36998689, + "TP": 686509, + "n_pred": 694899, + "n_ref": 742521 + }, + "7": { + "Dice": 0.8617832484653573, + "FN": 75182, + "FP": 11460, + "IoU": 0.7571345680015922, + "TN": 37392851, + "TP": 270107, + "n_pred": 281567, + "n_ref": 345289 + }, + "8": { + "Dice": 0.946976492072608, + "FN": 4710, + "FP": 3507, + "IoU": 0.8992928314928976, + "TN": 37668007, + "TP": 73376, + "n_pred": 76883, + "n_ref": 78086 + }, + "9": { + "Dice": 0.8347565197322871, + "FN": 11367, + "FP": 5817, + "IoU": 0.7163794810853634, + "TN": 37689012, + "TP": 43404, + "n_pred": 49221, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9639664356225509, + "FN": 11805, + "FP": 2117, + "IoU": 0.9304393880344956, + "TN": 75706546, + "TP": 186220, + "n_pred": 188337, + "n_ref": 198025 + }, + "10": { + "Dice": 0.8831956772724936, + "FN": 19636, + "FP": 5353, + "IoU": 0.7908240139288824, + "TN": 75787224, + "TP": 94475, + "n_pred": 99828, + "n_ref": 114111 + }, + "11": { + "Dice": 0.6595543551654288, + "FN": 1900, + "FP": 621, + "IoU": 0.4920411041708644, + "TN": 75901725, + "TP": 2442, + "n_pred": 3063, + "n_ref": 4342 + }, + "12": { + "Dice": 0.025256849315068493, + "FN": 4525, + "FP": 29, + "IoU": 0.012789941469759376, + "TN": 75902075, + "TP": 59, + "n_pred": 88, + "n_ref": 4584 + }, + "13": { + "Dice": 0.6604276473406804, + "FN": 19448, + "FP": 3230, + "IoU": 0.49301379356598335, + "TN": 75861957, + "TP": 22053, + "n_pred": 25283, + "n_ref": 41501 + }, + "14": { + "Dice": 0.8996302671001466, + "FN": 10780, + "FP": 14412, + "IoU": 0.8175708947658084, + "TN": 75768596, + "TP": 112900, + "n_pred": 127312, + "n_ref": 123680 + }, + "15": { + "Dice": 0.6043726785122744, + "FN": 101520, + "FP": 10744, + "IoU": 0.4330473251756198, + "TN": 75708675, + "TP": 85749, + "n_pred": 96493, + "n_ref": 187269 + }, + "2": { + "Dice": 0.7230211716763218, + "FN": 6064, + "FP": 136941, + "IoU": 0.5661966789421636, + "TN": 75577034, + "TP": 186649, + "n_pred": 323590, + "n_ref": 192713 + }, + "3": { + "Dice": 0.609593502164668, + "FN": 139859, + "FP": 2801, + "IoU": 0.43842826045024935, + "TN": 75652651, + "TP": 111377, + "n_pred": 114178, + "n_ref": 251236 + }, + "4": { + "Dice": 0.8683683312309861, + "FN": 6771, + "FP": 325, + "IoU": 0.7673595174086945, + "TN": 75876186, + "TP": 23406, + "n_pred": 23731, + "n_ref": 30177 + }, + "5": { + "Dice": 0.8463030579643999, + "FN": 2212, + "FP": 482, + "IoU": 0.7335575116210068, + "TN": 75896577, + "TP": 7417, + "n_pred": 7899, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9676172812268123, + "FN": 88611, + "FP": 19709, + "IoU": 0.9372660580532207, + "TN": 74180031, + "TP": 1618337, + "n_pred": 1638046, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.7602030892229463, + "FN": 25560, + "FP": 131007, + "IoU": 0.6131674330003632, + "TN": 75501947, + "TP": 248174, + "n_pred": 379181, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9536055508136237, + "FN": 5162, + "FP": 3263, + "IoU": 0.9113251236711926, + "TN": 75811678, + "TP": 86585, + "n_pred": 89848, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8569687174711006, + "FN": 15177, + "FP": 5709, + "IoU": 0.7497333892516925, + "TN": 75823233, + "TP": 62569, + "n_pred": 68278, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9709195090707106, + "FN": 3717, + "FP": 1754, + "IoU": 0.9434825726741183, + "TN": 61290948, + "TP": 91331, + "n_pred": 93085, + "n_ref": 95048 + }, + "10": { + "Dice": 0.8872666998176695, + "FN": 11142, + "FP": 5861, + "IoU": 0.7973758848344734, + "TN": 61303836, + "TP": 66911, + "n_pred": 72772, + "n_ref": 78053 + }, + "11": { + "Dice": 0.9047044632086851, + "FN": 342, + "FP": 290, + "IoU": 0.8259911894273128, + "TN": 61384118, + "TP": 3000, + "n_pred": 3290, + "n_ref": 3342 + }, + "12": { + "Dice": 0.618308132407029, + "FN": 1856, + "FP": 12, + "IoU": 0.4475007394262053, + "TN": 61384369, + "TP": 1513, + "n_pred": 1525, + "n_ref": 3369 + }, + "13": { + "Dice": 0.5638232054203323, + "FN": 20773, + "FP": 8132, + "IoU": 0.39258621051967973, + "TN": 61340163, + "TP": 18682, + "n_pred": 26814, + "n_ref": 39455 + }, + "14": { + "Dice": 0.9049855145112898, + "FN": 5078, + "FP": 7811, + "IoU": 0.8264598564715703, + "TN": 61313479, + "TP": 61382, + "n_pred": 69193, + "n_ref": 66460 + }, + "15": { + "Dice": 0.7840957207053392, + "FN": 14028, + "FP": 1779, + "IoU": 0.6448663221747922, + "TN": 61343240, + "TP": 28703, + "n_pred": 30482, + "n_ref": 42731 + }, + "2": { + "Dice": 0.9628742331640522, + "FN": 7364, + "FP": 2337, + "IoU": 0.928406432424853, + "TN": 61252249, + "TP": 125800, + "n_pred": 128137, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9431123131443063, + "FN": 4946, + "FP": 10577, + "IoU": 0.8923486619000395, + "TN": 61243553, + "TP": 128674, + "n_pred": 139251, + "n_ref": 133620 + }, + "4": { + "Dice": 0.667181156259437, + "FN": 9034, + "FP": 885, + "IoU": 0.5005790242183173, + "TN": 61367889, + "TP": 9942, + "n_pred": 10827, + "n_ref": 18976 + }, + "5": { + "Dice": 0.49271910355654197, + "FN": 18593, + "FP": 149, + "IoU": 0.32689268783220804, + "TN": 61359906, + "TP": 9102, + "n_pred": 9251, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9684209235961748, + "FN": 46678, + "FP": 15149, + "IoU": 0.9387752676917166, + "TN": 60377913, + "TP": 948010, + "n_pred": 963159, + "n_ref": 994688 + }, + "7": { + "Dice": 0.9195807345027133, + "FN": 16777, + "FP": 11795, + "IoU": 0.8511332256551868, + "TN": 61195820, + "TP": 163358, + "n_pred": 175153, + "n_ref": 180135 + }, + "8": { + "Dice": 0.9357335259413821, + "FN": 18948, + "FP": 12283, + "IoU": 0.879228603690699, + "TN": 61129154, + "TP": 227365, + "n_pred": 239648, + "n_ref": 246313 + }, + "9": { + "Dice": 0.89209232563953, + "FN": 10128, + "FP": 6707, + "IoU": 0.8052045728038508, + "TN": 61301326, + "TP": 69589, + "n_pred": 76296, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9785595916833599, + "FN": 4525, + "FP": 3406, + "IoU": 0.9580192674147787, + "TN": 39559880, + "TP": 180989, + "n_pred": 184395, + "n_ref": 185514 + }, + "10": { + "Dice": 0.6075517124715768, + "FN": 13223, + "FP": 36656, + "IoU": 0.43631904891058676, + "TN": 39660312, + "TP": 38609, + "n_pred": 75265, + "n_ref": 51832 + }, + "11": { + "Dice": 0.7397720904165889, + "FN": 1051, + "FP": 342, + "IoU": 0.5870145271271865, + "TN": 39745427, + "TP": 1980, + "n_pred": 2322, + "n_ref": 3031 + }, + "12": { + "Dice": 0.7457569003943082, + "FN": 1285, + "FP": 198, + "IoU": 0.5945872061235647, + "TN": 39745142, + "TP": 2175, + "n_pred": 2373, + "n_ref": 3460 + }, + "13": { + "Dice": 0.6251493894518056, + "FN": 19749, + "FP": 9107, + "IoU": 0.4547035035337692, + "TN": 39695882, + "TP": 24062, + "n_pred": 33169, + "n_ref": 43811 + }, + "14": { + "Dice": 0.2204879084707069, + "FN": 25027, + "FP": 33703, + "IoU": 0.12390357419893788, + "TN": 39681764, + "TP": 8306, + "n_pred": 42009, + "n_ref": 33333 + }, + "15": { + "Dice": 0.5634880738650936, + "FN": 24253, + "FP": 18296, + "IoU": 0.39226132662972063, + "TN": 39678788, + "TP": 27463, + "n_pred": 45759, + "n_ref": 51716 + }, + "2": { + "Dice": 0.9588832790862571, + "FN": 5603, + "FP": 4023, + "IoU": 0.9210141954541725, + "TN": 39626930, + "TP": 112244, + "n_pred": 116267, + "n_ref": 117847 + }, + "3": { + "Dice": 0.9614240923910446, + "FN": 3492, + "FP": 7003, + "IoU": 0.9257138407961608, + "TN": 39607522, + "TP": 130783, + "n_pred": 137786, + "n_ref": 134275 + }, + "4": { + "Dice": 0.7808506957316923, + "FN": 7976, + "FP": 891, + "IoU": 0.6404881608822576, + "TN": 39724136, + "TP": 15797, + "n_pred": 16688, + "n_ref": 23773 + }, + "5": { + "Dice": 0.8563783741244984, + "FN": 1083, + "FP": 742, + "IoU": 0.7488301679053124, + "TN": 39741534, + "TP": 5441, + "n_pred": 6183, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9759959334896767, + "FN": 23618, + "FP": 20866, + "IoU": 0.9531172437778961, + "TN": 38799965, + "TP": 904351, + "n_pred": 925217, + "n_ref": 927969 + }, + "7": { + "Dice": 0.788344300505682, + "FN": 248253, + "FP": 11544, + "IoU": 0.6506339225199832, + "TN": 39005176, + "TP": 483827, + "n_pred": 495371, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9158323418168451, + "FN": 2196, + "FP": 6505, + "IoU": 0.8447331322828744, + "TN": 39692761, + "TP": 47338, + "n_pred": 53843, + "n_ref": 49534 + }, + "9": { + "Dice": 0.8465536611563106, + "FN": 7344, + "FP": 5085, + "IoU": 0.7339341525024617, + "TN": 39702086, + "TP": 34285, + "n_pred": 39370, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9513158930492509, + "FN": 6317, + "FP": 2960, + "IoU": 0.9071520076864567, + "TN": 101296692, + "TP": 90639, + "n_pred": 93599, + "n_ref": 96956 + }, + "10": { + "Dice": 0.8506485454229806, + "FN": 13793, + "FP": 10295, + "IoU": 0.7401117752411367, + "TN": 101303922, + "TP": 68598, + "n_pred": 78893, + "n_ref": 82391 + }, + "11": { + "Dice": 0.6812906220984215, + "FN": 2594, + "FP": 152, + "IoU": 0.5166343953529309, + "TN": 101390927, + "TP": 2935, + "n_pred": 3087, + "n_ref": 5529 + }, + "12": { + "Dice": 0.505245250921463, + "FN": 3443, + "FP": 47, + "IoU": 0.33801213960546284, + "TN": 101391336, + "TP": 1782, + "n_pred": 1829, + "n_ref": 5225 + }, + "13": { + "Dice": 0.8561555631868132, + "FN": 10055, + "FP": 3349, + "IoU": 0.7484895110143731, + "TN": 101343314, + "TP": 39890, + "n_pred": 43239, + "n_ref": 49945 + }, + "14": { + "Dice": 0.8860256048942523, + "FN": 35658, + "FP": 335, + "IoU": 0.795373402465093, + "TN": 101220712, + "TP": 139903, + "n_pred": 140238, + "n_ref": 175561 + }, + "15": { + "Dice": 0.5210023598157096, + "FN": 15283, + "FP": 6030, + "IoU": 0.3522672015560418, + "TN": 101363704, + "TP": 11591, + "n_pred": 17621, + "n_ref": 26874 + }, + "2": { + "Dice": 0.9278396547019572, + "FN": 13421, + "FP": 12760, + "IoU": 0.8653926241266022, + "TN": 101202109, + "TP": 168318, + "n_pred": 181078, + "n_ref": 181739 + }, + "3": { + "Dice": 0.9182025830123804, + "FN": 16027, + "FP": 10903, + "IoU": 0.8487749818900601, + "TN": 101218529, + "TP": 151149, + "n_pred": 162052, + "n_ref": 167176 + }, + "4": { + "Dice": 0.746689753513954, + "FN": 2815, + "FP": 2159, + "IoU": 0.595774075579033, + "TN": 101384303, + "TP": 7331, + "n_pred": 9490, + "n_ref": 10146 + }, + "5": { + "Dice": 0.7788326141267318, + "FN": 12797, + "FP": 1810, + "IoU": 0.6377771165005207, + "TN": 101356282, + "TP": 25719, + "n_pred": 27529, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9724865455644697, + "FN": 48284, + "FP": 52562, + "IoU": 0.9464465320298021, + "TN": 99513518, + "TP": 1782244, + "n_pred": 1834806, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.8974951239995991, + "FN": 71494, + "FP": 17483, + "IoU": 0.814050933956389, + "TN": 100918106, + "TP": 389525, + "n_pred": 407008, + "n_ref": 461019 + }, + "8": { + "Dice": 0.9523772149961445, + "FN": 13029, + "FP": 11242, + "IoU": 0.909084098426362, + "TN": 101129647, + "TP": 242690, + "n_pred": 253932, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9196171713214306, + "FN": 4465, + "FP": 9897, + "IoU": 0.8511956566786854, + "TN": 101300092, + "TP": 82154, + "n_pred": 92051, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8138957548544475, + "FN": 66185, + "FP": 2783, + "IoU": 0.6861924305435485, + "TN": 73663726, + "TP": 150810, + "n_pred": 153593, + "n_ref": 216995 + }, + "10": { + "Dice": 0.027876473973128247, + "FN": 74315, + "FP": 32116, + "IoU": 0.014135257556249248, + "TN": 73775547, + "TP": 1526, + "n_pred": 33642, + "n_ref": 75841 + }, + "11": { + "Dice": 0.6222442057659695, + "FN": 1856, + "FP": 3490, + "IoU": 0.45163606523746025, + "TN": 73873755, + "TP": 4403, + "n_pred": 7893, + "n_ref": 6259 + }, + "12": { + "Dice": 0.14154565181104992, + "FN": 5117, + "FP": 26, + "IoU": 0.07616310400574816, + "TN": 73877937, + "TP": 424, + "n_pred": 450, + "n_ref": 5541 + }, + "13": { + "Dice": 0.0201358134041925, + "FN": 60557, + "FP": 5819, + "IoU": 0.010170300337021683, + "TN": 73816446, + "TP": 682, + "n_pred": 6501, + "n_ref": 61239 + }, + "14": { + "Dice": 0.8105690979886881, + "FN": 15584, + "FP": 24406, + "IoU": 0.6814764074298276, + "TN": 73757956, + "TP": 85558, + "n_pred": 109964, + "n_ref": 101142 + }, + "15": { + "Dice": 0.8102367553132417, + "FN": 65316, + "FP": 8159, + "IoU": 0.6810067119921506, + "TN": 73653170, + "TP": 156859, + "n_pred": 165018, + "n_ref": 222175 + }, + "2": { + "Dice": 0.7378010695187166, + "FN": 18589, + "FP": 103989, + "IoU": 0.5845362816441216, + "TN": 73588465, + "TP": 172461, + "n_pred": 276450, + "n_ref": 191050 + }, + "3": { + "Dice": 0.6206729949411698, + "FN": 100175, + "FP": 6601, + "IoU": 0.44998248614344877, + "TN": 73689372, + "TP": 87356, + "n_pred": 93957, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 0, + "IoU": 0.0, + "TN": 73835616, + "TP": 0, + "n_pred": 0, + "n_ref": 47888 + }, + "5": { + "Dice": 0.649241690868022, + "FN": 7080, + "FP": 1616, + "IoU": 0.4806497849976111, + "TN": 73866760, + "TP": 8048, + "n_pred": 9664, + "n_ref": 15128 + }, + "6": { + "Dice": 0.7525095302810301, + "FN": 309563, + "FP": 605904, + "IoU": 0.6032186606207522, + "TN": 71576271, + "TP": 1391766, + "n_pred": 1997670, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.5425869565217392, + "FN": 97722, + "FP": 28524, + "IoU": 0.3722945660118435, + "TN": 73682381, + "TP": 74877, + "n_pred": 103401, + "n_ref": 172599 + }, + "8": { + "Dice": 0.8819250066015315, + "FN": 12650, + "FP": 5236, + "IoU": 0.7887887769682227, + "TN": 73798821, + "TP": 66797, + "n_pred": 72033, + "n_ref": 79447 + }, + "9": { + "Dice": 0.7920579728983199, + "FN": 17059, + "FP": 21335, + "IoU": 0.6557085978693641, + "TN": 73771988, + "TP": 73122, + "n_pred": 94457, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.970406615243264, + "FN": 5678, + "FP": 5402, + "IoU": 0.9425144232764704, + "TN": 69303032, + "TP": 181664, + "n_pred": 187066, + "n_ref": 187342 + }, + "10": { + "Dice": 0.7359534293160673, + "FN": 17915, + "FP": 17646, + "IoU": 0.5822201858574466, + "TN": 69410657, + "TP": 49558, + "n_pred": 67204, + "n_ref": 67473 + }, + "11": { + "Dice": 0.7571003516364619, + "FN": 662, + "FP": 1134, + "IoU": 0.6091403699673559, + "TN": 69491181, + "TP": 2799, + "n_pred": 3933, + "n_ref": 3461 + }, + "12": { + "Dice": 0.3739248528746039, + "FN": 2326, + "FP": 440, + "IoU": 0.2299554565701559, + "TN": 69492184, + "TP": 826, + "n_pred": 1266, + "n_ref": 3152 + }, + "13": { + "Dice": 0.5923903058241887, + "FN": 42351, + "FP": 6457, + "IoU": 0.4208484129338475, + "TN": 69411501, + "TP": 35467, + "n_pred": 41924, + "n_ref": 77818 + }, + "14": { + "Dice": 0.878668032711636, + "FN": 31396, + "FP": 1645, + "IoU": 0.7835931359706576, + "TN": 69343096, + "TP": 119639, + "n_pred": 121284, + "n_ref": 151035 + }, + "15": { + "Dice": 0.6931975555280543, + "FN": 35182, + "FP": 16879, + "IoU": 0.5304532130777903, + "TN": 69384901, + "TP": 58814, + "n_pred": 75693, + "n_ref": 93996 + }, + "2": { + "Dice": 0.7547694370043111, + "FN": 5449, + "FP": 88580, + "IoU": 0.6061282620533657, + "TN": 69257046, + "TP": 144701, + "n_pred": 233281, + "n_ref": 150150 + }, + "3": { + "Dice": 0.6261129237405297, + "FN": 93315, + "FP": 1339, + "IoU": 0.4557237159877636, + "TN": 69321868, + "TP": 79254, + "n_pred": 80593, + "n_ref": 172569 + }, + "4": { + "Dice": 0.6826515266724118, + "FN": 16919, + "FP": 1862, + "IoU": 0.5182011749313769, + "TN": 69456795, + "TP": 20200, + "n_pred": 22062, + "n_ref": 37119 + }, + "5": { + "Dice": 0.8325716659742418, + "FN": 5065, + "FP": 577, + "IoU": 0.7131672597864769, + "TN": 69476106, + "TP": 14028, + "n_pred": 14605, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9790190335031352, + "FN": 31515, + "FP": 29269, + "IoU": 0.9589003768231771, + "TN": 68016833, + "TP": 1418159, + "n_pred": 1447428, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.9383617449961157, + "FN": 15855, + "FP": 23181, + "IoU": 0.8838808705067644, + "TN": 69159604, + "TP": 297136, + "n_pred": 320317, + "n_ref": 312991 + }, + "8": { + "Dice": 0.861817898066615, + "FN": 16896, + "FP": 6125, + "IoU": 0.7571880603311887, + "TN": 69400966, + "TP": 71789, + "n_pred": 77914, + "n_ref": 88685 + }, + "9": { + "Dice": 0.9159337571896683, + "FN": 7833, + "FP": 5482, + "IoU": 0.8449057087279123, + "TN": 69409925, + "TP": 72536, + "n_pred": 78018, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9728386743588664, + "FN": 6044, + "FP": 4921, + "IoU": 0.947113807805838, + "TN": 50626220, + "TP": 196367, + "n_pred": 201288, + "n_ref": 202411 + }, + "10": { + "Dice": 0.8781221030327109, + "FN": 9533, + "FP": 8873, + "IoU": 0.7827252015629242, + "TN": 50748839, + "TP": 66307, + "n_pred": 75180, + "n_ref": 75840 + }, + "11": { + "Dice": 0.8445994135826927, + "FN": 1400, + "FP": 561, + "IoU": 0.7310013717421124, + "TN": 50826262, + "TP": 5329, + "n_pred": 5890, + "n_ref": 6729 + }, + "12": { + "Dice": 0.4333045941618426, + "FN": 4540, + "FP": 61, + "IoU": 0.2765723270440252, + "TN": 50827192, + "TP": 1759, + "n_pred": 1820, + "n_ref": 6299 + }, + "13": { + "Dice": 0.7197005147402902, + "FN": 12889, + "FP": 14665, + "IoU": 0.5621345029239766, + "TN": 50770624, + "TP": 35374, + "n_pred": 50039, + "n_ref": 48263 + }, + "14": { + "Dice": 0.35681592676759594, + "FN": 39589, + "FP": 601, + "IoU": 0.2171490903424364, + "TN": 50782214, + "TP": 11148, + "n_pred": 11749, + "n_ref": 50737 + }, + "15": { + "Dice": 0.4133155408085981, + "FN": 23296, + "FP": 9238, + "IoU": 0.26049006682729464, + "TN": 50789558, + "TP": 11460, + "n_pred": 20698, + "n_ref": 34756 + }, + "2": { + "Dice": 0.9058466593757717, + "FN": 32331, + "FP": 5033, + "IoU": 0.827897357475484, + "TN": 50616449, + "TP": 179739, + "n_pred": 184772, + "n_ref": 212070 + }, + "3": { + "Dice": 0.9117352572380364, + "FN": 8268, + "FP": 29462, + "IoU": 0.837788105607553, + "TN": 50600955, + "TP": 194867, + "n_pred": 224329, + "n_ref": 203135 + }, + "4": { + "Dice": 0.7566644780039395, + "FN": 6441, + "FP": 971, + "IoU": 0.6085762568652302, + "TN": 50814616, + "TP": 11524, + "n_pred": 12495, + "n_ref": 17965 + }, + "5": { + "Dice": 0.8663314034568736, + "FN": 2594, + "FP": 569, + "IoU": 0.7641840005964363, + "TN": 50820139, + "TP": 10250, + "n_pred": 10819, + "n_ref": 12844 + }, + "6": { + "Dice": 0.982685899749208, + "FN": 38349, + "FP": 37696, + "IoU": 0.9659611515331917, + "TN": 48599487, + "TP": 2158020, + "n_pred": 2195716, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.8751918719391857, + "FN": 12840, + "FP": 48630, + "IoU": 0.778081034538779, + "TN": 50556559, + "TP": 215523, + "n_pred": 264153, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9635872565255106, + "FN": 5170, + "FP": 2218, + "IoU": 0.9297331228243708, + "TN": 50728410, + "TP": 97754, + "n_pred": 99972, + "n_ref": 102924 + }, + "9": { + "Dice": 0.9280672507359983, + "FN": 10458, + "FP": 5766, + "IoU": 0.8657886899837861, + "TN": 50712668, + "TP": 104660, + "n_pred": 110426, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9678208095009387, + "FN": 12459, + "FP": 807, + "IoU": 0.9376480541455161, + "TN": 76672100, + "TP": 199494, + "n_pred": 200301, + "n_ref": 211953 + }, + "10": { + "Dice": 0.6825142937937982, + "FN": 26342, + "FP": 9585, + "IoU": 0.5180430349860485, + "TN": 76810316, + "TP": 38617, + "n_pred": 48202, + "n_ref": 64959 + }, + "11": { + "Dice": 0.8245175125089349, + "FN": 567, + "FP": 415, + "IoU": 0.7014290057768319, + "TN": 76881571, + "TP": 2307, + "n_pred": 2722, + "n_ref": 2874 + }, + "12": { + "Dice": 0.0872434017595308, + "FN": 2490, + "FP": 0, + "IoU": 0.045611345343043314, + "TN": 76882251, + "TP": 119, + "n_pred": 119, + "n_ref": 2609 + }, + "13": { + "Dice": 0.5108295664353473, + "FN": 22724, + "FP": 15693, + "IoU": 0.34302961898898693, + "TN": 76826384, + "TP": 20059, + "n_pred": 35752, + "n_ref": 42783 + }, + "14": { + "Dice": 0.9151044730313803, + "FN": 9946, + "FP": 3332, + "IoU": 0.8434954797798234, + "TN": 76800019, + "TP": 71563, + "n_pred": 74895, + "n_ref": 81509 + }, + "15": { + "Dice": 0.5983614159839233, + "FN": 20661, + "FP": 5321, + "IoU": 0.4269013587436033, + "TN": 76839524, + "TP": 19354, + "n_pred": 24675, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9527825272167, + "FN": 5264, + "FP": 4512, + "IoU": 0.9098229851765075, + "TN": 76776451, + "TP": 98633, + "n_pred": 103145, + "n_ref": 103897 + }, + "3": { + "Dice": 0.9487972383152471, + "FN": 6436, + "FP": 3383, + "IoU": 0.9025825206115504, + "TN": 76784067, + "TP": 90974, + "n_pred": 94357, + "n_ref": 97410 + }, + "4": { + "Dice": 0.8846559915537568, + "FN": 4772, + "FP": 472, + "IoU": 0.7931687307722647, + "TN": 76859506, + "TP": 20110, + "n_pred": 20582, + "n_ref": 24882 + }, + "5": { + "Dice": 0.8408499566348656, + "FN": 4121, + "FP": 283, + "IoU": 0.7254021698466143, + "TN": 76868822, + "TP": 11634, + "n_pred": 11917, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9673006789818831, + "FN": 30443, + "FP": 43968, + "IoU": 0.9366721361143546, + "TN": 75709848, + "TP": 1100601, + "n_pred": 1144569, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.833651193121121, + "FN": 33955, + "FP": 16809, + "IoU": 0.714752900851291, + "TN": 76706895, + "TP": 127201, + "n_pred": 144010, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9558382648139941, + "FN": 3976, + "FP": 2800, + "IoU": 0.9154120789953312, + "TN": 76804754, + "TP": 73330, + "n_pred": 76130, + "n_ref": 77306 + }, + "9": { + "Dice": 0.9133436326011732, + "FN": 11659, + "FP": 3542, + "IoU": 0.8405082416141183, + "TN": 76789551, + "TP": 80108, + "n_pred": 83650, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.820512193830374, + "FN": 23858, + "FP": 20205, + "IoU": 0.6956512729834643, + "TN": 130855154, + "TP": 100715, + "n_pred": 120920, + "n_ref": 124573 + }, + "10": { + "Dice": 0.6047326906222612, + "FN": 18923, + "FP": 31589, + "IoU": 0.4334170854271357, + "TN": 130910780, + "TP": 38640, + "n_pred": 70229, + "n_ref": 57563 + }, + "11": { + "Dice": 0.586015001209775, + "FN": 3146, + "FP": 276, + "IoU": 0.4144421629021218, + "TN": 130994088, + "TP": 2422, + "n_pred": 2698, + "n_ref": 5568 + }, + "12": { + "Dice": 0.39380287880452697, + "FN": 5510, + "FP": 7, + "IoU": 0.24517717882063209, + "TN": 130992623, + "TP": 1792, + "n_pred": 1799, + "n_ref": 7302 + }, + "13": { + "Dice": 0.47621277898870534, + "FN": 51981, + "FP": 6173, + "IoU": 0.3125192103085471, + "TN": 130915342, + "TP": 26436, + "n_pred": 32609, + "n_ref": 78417 + }, + "14": { + "Dice": 0.06847219713690664, + "FN": 912574, + "FP": 313, + "IoU": 0.03544976004767349, + "TN": 130053494, + "TP": 33551, + "n_pred": 33864, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0025379246697813922, + "FN": 25244, + "FP": 26635, + "IoU": 0.001270574646260468, + "TN": 130947987, + "TP": 66, + "n_pred": 26701, + "n_ref": 25310 + }, + "2": { + "Dice": 0.8561214860980052, + "FN": 23792, + "FP": 41772, + "IoU": 0.7484374220629482, + "TN": 130739305, + "TP": 195063, + "n_pred": 236835, + "n_ref": 218855 + }, + "3": { + "Dice": 0.8745287633093796, + "FN": 50600, + "FP": 16098, + "IoU": 0.777033419246571, + "TN": 130700793, + "TP": 232441, + "n_pred": 248539, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 0, + "IoU": 0.0, + "TN": 130997652, + "TP": 0, + "n_pred": 0, + "n_ref": 2280 + }, + "5": { + "Dice": 0.6952511973912158, + "FN": 10074, + "FP": 1888, + "IoU": 0.532862108017339, + "TN": 130974325, + "TP": 13645, + "n_pred": 15533, + "n_ref": 23719 + }, + "6": { + "Dice": 0.9121833415508199, + "FN": 93769, + "FP": 171792, + "IoU": 0.8385451118677043, + "TN": 129355132, + "TP": 1379239, + "n_pred": 1551031, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.6770080070719614, + "FN": 91487, + "FP": 15934, + "IoU": 0.5117249467047877, + "TN": 130779931, + "TP": 112580, + "n_pred": 128514, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9449405898791693, + "FN": 8522, + "FP": 5171, + "IoU": 0.8956278488345504, + "TN": 130868738, + "TP": 117501, + "n_pred": 122672, + "n_ref": 126023 + }, + "9": { + "Dice": 0.6994504895779822, + "FN": 12287, + "FP": 26327, + "IoU": 0.5378115050391401, + "TN": 130916386, + "TP": 44932, + "n_pred": 71259, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9612799279304252, + "FN": 1930, + "FP": 2540, + "IoU": 0.9254465700418634, + "TN": 74366741, + "TP": 55487, + "n_pred": 58027, + "n_ref": 57417 + }, + "10": { + "Dice": 0.4050470272928942, + "FN": 58599, + "FP": 672, + "IoU": 0.25395546716679046, + "TN": 74347251, + "TP": 20176, + "n_pred": 20848, + "n_ref": 78775 + }, + "11": { + "Dice": 0.7199234632862952, + "FN": 883, + "FP": 288, + "IoU": 0.5624065769805681, + "TN": 74424022, + "TP": 1505, + "n_pred": 1793, + "n_ref": 2388 + }, + "12": { + "Dice": 0.38219895287958117, + "FN": 1873, + "FP": 15, + "IoU": 0.23624595469255663, + "TN": 74424226, + "TP": 584, + "n_pred": 599, + "n_ref": 2457 + }, + "13": { + "Dice": 0.2783736407392002, + "FN": 84588, + "FP": 12566, + "IoU": 0.1616922506104769, + "TN": 74310805, + "TP": 18739, + "n_pred": 31305, + "n_ref": 103327 + }, + "14": { + "Dice": 0.888220169147582, + "FN": 29954, + "FP": 5520, + "IoU": 0.7989173256242383, + "TN": 74250283, + "TP": 140941, + "n_pred": 146461, + "n_ref": 170895 + }, + "15": { + "Dice": 0.5423934185772137, + "FN": 13713, + "FP": 638, + "IoU": 0.3721123556177809, + "TN": 74403842, + "TP": 8505, + "n_pred": 9143, + "n_ref": 22218 + }, + "2": { + "Dice": 0.9372640738798077, + "FN": 9752, + "FP": 4840, + "IoU": 0.8819350610471467, + "TN": 74303105, + "TP": 109001, + "n_pred": 113841, + "n_ref": 118753 + }, + "3": { + "Dice": 0.9360877788072067, + "FN": 8939, + "FP": 7755, + "IoU": 0.8798543339954515, + "TN": 74287750, + "TP": 122254, + "n_pred": 130009, + "n_ref": 131193 + }, + "4": { + "Dice": 0.2034846076873271, + "FN": 27003, + "FP": 61, + "IoU": 0.11326627567904066, + "TN": 74396177, + "TP": 3457, + "n_pred": 3518, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9588621415169751, + "FN": 20312, + "FP": 54104, + "IoU": 0.9209751943071897, + "TN": 73485019, + "TP": 867263, + "n_pred": 921367, + "n_ref": 887575 + }, + "7": { + "Dice": 0.7099644562291069, + "FN": 63225, + "FP": 8093, + "IoU": 0.5503448797649522, + "TN": 74268092, + "TP": 87288, + "n_pred": 95381, + "n_ref": 150513 + }, + "8": { + "Dice": 0.9026552835203085, + "FN": 4852, + "FP": 3426, + "IoU": 0.8225813365339277, + "TN": 74380040, + "TP": 38380, + "n_pred": 41806, + "n_ref": 43232 + }, + "9": { + "Dice": 0.8118753008466177, + "FN": 5099, + "FP": 8189, + "IoU": 0.6833249922547127, + "TN": 74384737, + "TP": 28673, + "n_pred": 36862, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9779498824977417, + "FN": 4531, + "FP": 1596, + "IoU": 0.956851201081713, + "TN": 106504691, + "TP": 135870, + "n_pred": 137466, + "n_ref": 140401 + }, + "10": { + "Dice": 0.8707199502410201, + "FN": 15349, + "FP": 9593, + "IoU": 0.7710398766248072, + "TN": 106537752, + "TP": 83994, + "n_pred": 93587, + "n_ref": 99343 + }, + "11": { + "Dice": 0.5572207084468664, + "FN": 2606, + "FP": 644, + "IoU": 0.3862134088762984, + "TN": 106641393, + "TP": 2045, + "n_pred": 2689, + "n_ref": 4651 + }, + "12": { + "Dice": 0.6808916438192871, + "FN": 2614, + "FP": 63, + "IoU": 0.5161756732333274, + "TN": 106641155, + "TP": 2856, + "n_pred": 2919, + "n_ref": 5470 + }, + "13": { + "Dice": 0.8474842557950657, + "FN": 9117, + "FP": 2338, + "IoU": 0.735334211316744, + "TN": 106603407, + "TP": 31826, + "n_pred": 34164, + "n_ref": 40943 + }, + "14": { + "Dice": 0.7858391608391608, + "FN": 23507, + "FP": 1973, + "IoU": 0.6472282217422606, + "TN": 106574460, + "TP": 46748, + "n_pred": 48721, + "n_ref": 70255 + }, + "15": { + "Dice": 0.524495058014611, + "FN": 16797, + "FP": 907, + "IoU": 0.35546818115625456, + "TN": 106619220, + "TP": 9764, + "n_pred": 10671, + "n_ref": 26561 + }, + "2": { + "Dice": 0.8271483868640619, + "FN": 3221, + "FP": 73452, + "IoU": 0.7052455550216242, + "TN": 106386563, + "TP": 183452, + "n_pred": 256904, + "n_ref": 186673 + }, + "3": { + "Dice": 0.6599832073887489, + "FN": 71888, + "FP": 9104, + "IoU": 0.49251860948895965, + "TN": 106487092, + "TP": 78604, + "n_pred": 87708, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8667474258025439, + "FN": 1497, + "FP": 1143, + "IoU": 0.7648316408337787, + "TN": 106635462, + "TP": 8586, + "n_pred": 9729, + "n_ref": 10083 + }, + "5": { + "Dice": 0.7350450329345342, + "FN": 1708, + "FP": 263, + "IoU": 0.5810839532412327, + "TN": 106641983, + "TP": 2734, + "n_pred": 2997, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9761272388648932, + "FN": 42502, + "FP": 17666, + "IoU": 0.9533677190344619, + "TN": 105356423, + "TP": 1230097, + "n_pred": 1247763, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.8841024371765637, + "FN": 43933, + "FP": 32862, + "IoU": 0.7922792079047235, + "TN": 106276985, + "TP": 292908, + "n_pred": 325770, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9344275264857556, + "FN": 6071, + "FP": 3046, + "IoU": 0.8769253614482228, + "TN": 106572611, + "TP": 64960, + "n_pred": 68006, + "n_ref": 71031 + }, + "9": { + "Dice": 0.9231954514506863, + "FN": 7795, + "FP": 5065, + "IoU": 0.857347280613207, + "TN": 106556539, + "TP": 77289, + "n_pred": 82354, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9478947113600051, + "FN": 7908, + "FP": 8235, + "IoU": 0.9009504291963996, + "TN": 107963949, + "TP": 146836, + "n_pred": 155071, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8620344284283463, + "FN": 7553, + "FP": 16002, + "IoU": 0.7575224154082126, + "TN": 108029785, + "TP": 73588, + "n_pred": 89590, + "n_ref": 81141 + }, + "11": { + "Dice": 0.7884210526315789, + "FN": 790, + "FP": 416, + "IoU": 0.6507384882710686, + "TN": 108123475, + "TP": 2247, + "n_pred": 2663, + "n_ref": 3037 + }, + "12": { + "Dice": 0.7153422501966955, + "FN": 1701, + "FP": 108, + "IoU": 0.5568348848603626, + "TN": 108122846, + "TP": 2273, + "n_pred": 2381, + "n_ref": 3974 + }, + "13": { + "Dice": 0.7170851243321416, + "FN": 32796, + "FP": 2417, + "IoU": 0.5589498866468768, + "TN": 108047089, + "TP": 44626, + "n_pred": 47043, + "n_ref": 77422 + }, + "14": { + "Dice": 0.7775090524014484, + "FN": 11442, + "FP": 4841, + "IoU": 0.6360039343675952, + "TN": 108082194, + "TP": 28451, + "n_pred": 33292, + "n_ref": 39893 + }, + "15": { + "Dice": 0.6664270739742438, + "FN": 10542, + "FP": 6165, + "IoU": 0.4997305066475027, + "TN": 108093532, + "TP": 16689, + "n_pred": 22854, + "n_ref": 27231 + }, + "2": { + "Dice": 0.9141478380857674, + "FN": 12519, + "FP": 20892, + "IoU": 0.8418713616356667, + "TN": 107915638, + "TP": 177879, + "n_pred": 198771, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9063711360699732, + "FN": 26975, + "FP": 8821, + "IoU": 0.828773970735254, + "TN": 107917871, + "TP": 173261, + "n_pred": 182082, + "n_ref": 200236 + }, + "4": { + "Dice": 0.8005970578714527, + "FN": 11050, + "FP": 38, + "IoU": 0.6674963265061324, + "TN": 108093581, + "TP": 22259, + "n_pred": 22297, + "n_ref": 33309 + }, + "5": { + "Dice": 0.8322909090909091, + "FN": 1016, + "FP": 137, + "IoU": 0.7127553562531141, + "TN": 108122914, + "TP": 2861, + "n_pred": 2998, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9649428901068187, + "FN": 62172, + "FP": 40805, + "IoU": 0.9322605302488107, + "TN": 106606736, + "TP": 1417215, + "n_pred": 1458020, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.9243696810151165, + "FN": 24107, + "FP": 13902, + "IoU": 0.8593748843817289, + "TN": 107856642, + "TP": 232277, + "n_pred": 246179, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9443328781428227, + "FN": 2025, + "FP": 2826, + "IoU": 0.8945366002130574, + "TN": 108080931, + "TP": 41146, + "n_pred": 43972, + "n_ref": 43171 + }, + "9": { + "Dice": 0.9149987372142947, + "FN": 3771, + "FP": 6999, + "IoU": 0.8433158269927404, + "TN": 108058191, + "TP": 57967, + "n_pred": 64966, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7952170047142114, + "FN": 29692, + "FP": 19134, + "IoU": 0.6600499906006531, + "TN": 62426533, + "TP": 94801, + "n_pred": 113935, + "n_ref": 124493 + }, + "10": { + "Dice": 0.6714381257548987, + "FN": 25514, + "FP": 7401, + "IoU": 0.5053871699700964, + "TN": 62503613, + "TP": 33632, + "n_pred": 41033, + "n_ref": 59146 + }, + "11": { + "Dice": 0.5951367781155015, + "FN": 1073, + "FP": 259, + "IoU": 0.42362613587191694, + "TN": 62567849, + "TP": 979, + "n_pred": 1238, + "n_ref": 2052 + }, + "12": { + "Dice": 0.5924009700889248, + "FN": 2435, + "FP": 86, + "IoU": 0.42085917757868135, + "TN": 62565807, + "TP": 1832, + "n_pred": 1918, + "n_ref": 4267 + }, + "13": { + "Dice": 0.8241794469426239, + "FN": 10459, + "FP": 2874, + "IoU": 0.7009398201108046, + "TN": 62525577, + "TP": 31250, + "n_pred": 34124, + "n_ref": 41709 + }, + "14": { + "Dice": 0.9276702076219137, + "FN": 45558, + "FP": 2608, + "IoU": 0.8650978590873953, + "TN": 62213116, + "TP": 308878, + "n_pred": 311486, + "n_ref": 354436 + }, + "15": { + "Dice": 0.4965384522282201, + "FN": 50314, + "FP": 32880, + "IoU": 0.330263486262166, + "TN": 62445941, + "TP": 41025, + "n_pred": 73905, + "n_ref": 91339 + }, + "2": { + "Dice": 0.9342390210276525, + "FN": 13865, + "FP": 7695, + "IoU": 0.876593382062539, + "TN": 62395453, + "TP": 153147, + "n_pred": 160842, + "n_ref": 167012 + }, + "3": { + "Dice": 0.9533724048872554, + "FN": 8216, + "FP": 10560, + "IoU": 0.9108993584146388, + "TN": 62359432, + "TP": 191952, + "n_pred": 202512, + "n_ref": 200168 + }, + "4": { + "Dice": 0.8434944771194951, + "FN": 5840, + "FP": 706, + "IoU": 0.7293475564376085, + "TN": 62545974, + "TP": 17640, + "n_pred": 18346, + "n_ref": 23480 + }, + "5": { + "Dice": 0.7642732049036778, + "FN": 2720, + "FP": 645, + "IoU": 0.6184807256235828, + "TN": 62561340, + "TP": 5455, + "n_pred": 6100, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9676376282684299, + "FN": 48969, + "FP": 45250, + "IoU": 0.9373042400270961, + "TN": 61067363, + "TP": 1408578, + "n_pred": 1453828, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.8704154862037414, + "FN": 29481, + "FP": 17539, + "IoU": 0.7705625170785025, + "TN": 62365224, + "TP": 157916, + "n_pred": 175455, + "n_ref": 187397 + }, + "8": { + "Dice": 0.821964654298521, + "FN": 2824, + "FP": 26330, + "IoU": 0.6977419287950734, + "TN": 62473706, + "TP": 67300, + "n_pred": 93630, + "n_ref": 70124 + }, + "9": { + "Dice": 0.7832194519153886, + "FN": 6497, + "FP": 17361, + "IoU": 0.6436817659094642, + "TN": 62503203, + "TP": 43099, + "n_pred": 60460, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7675028951346642, + "FN": 102759, + "FP": 5052, + "IoU": 0.6227218645016798, + "TN": 55095488, + "TP": 177949, + "n_pred": 183001, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8114903267351681, + "FN": 18601, + "FP": 8331, + "IoU": 0.6827797408716136, + "TN": 55296348, + "TP": 57968, + "n_pred": 66299, + "n_ref": 76569 + }, + "11": { + "Dice": 0.6242728714965626, + "FN": 1966, + "FP": 876, + "IoU": 0.4537766673073227, + "TN": 55376045, + "TP": 2361, + "n_pred": 3237, + "n_ref": 4327 + }, + "12": { + "Dice": 0.3818737270875764, + "FN": 3603, + "FP": 39, + "IoU": 0.23599748269351795, + "TN": 55376481, + "TP": 1125, + "n_pred": 1164, + "n_ref": 4728 + }, + "13": { + "Dice": 0.6469089779434607, + "FN": 23635, + "FP": 10463, + "IoU": 0.47809716227385435, + "TN": 55315914, + "TP": 31236, + "n_pred": 41699, + "n_ref": 54871 + }, + "14": { + "Dice": 0.9104578184430497, + "FN": 13441, + "FP": 2638, + "IoU": 0.8356333824010468, + "TN": 55283424, + "TP": 81745, + "n_pred": 84383, + "n_ref": 95186 + }, + "15": { + "Dice": 0.7905289094407129, + "FN": 17596, + "FP": 19640, + "IoU": 0.6536153824686741, + "TN": 55273749, + "TP": 70263, + "n_pred": 89903, + "n_ref": 87859 + }, + "2": { + "Dice": 0.8906064267201902, + "FN": 12555, + "FP": 32355, + "IoU": 0.8027867189524115, + "TN": 55153525, + "TP": 182813, + "n_pred": 215168, + "n_ref": 195368 + }, + "3": { + "Dice": 0.8644242668304913, + "FN": 36850, + "FP": 9273, + "IoU": 0.7612211511580953, + "TN": 55188086, + "TP": 147039, + "n_pred": 156312, + "n_ref": 183889 + }, + "4": { + "Dice": 0.5242505726521263, + "FN": 4777, + "FP": 0, + "IoU": 0.35524362262113646, + "TN": 55373839, + "TP": 2632, + "n_pred": 2632, + "n_ref": 7409 + }, + "5": { + "Dice": 0.8330293819655522, + "FN": 1529, + "FP": 119, + "IoU": 0.7138392081958673, + "TN": 55375489, + "TP": 4111, + "n_pred": 4230, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9547859015341549, + "FN": 62881, + "FP": 73116, + "IoU": 0.9134835656499277, + "TN": 53809327, + "TP": 1435924, + "n_pred": 1509040, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.7135480951205464, + "FN": 71192, + "FP": 12358, + "IoU": 0.5546636391256377, + "TN": 55193637, + "TP": 104061, + "n_pred": 116419, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9461077844311377, + "FN": 2180, + "FP": 2932, + "IoU": 0.8977272727272727, + "TN": 55331264, + "TP": 44872, + "n_pred": 47804, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8881018416904444, + "FN": 6407, + "FP": 4809, + "IoU": 0.798725886047555, + "TN": 55325523, + "TP": 44509, + "n_pred": 49318, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9503526593300016, + "FN": 26129, + "FP": 1309, + "IoU": 0.9054018645189762, + "TN": 110856567, + "TP": 262610, + "n_pred": 263919, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8005486007762117, + "FN": 13689, + "FP": 20486, + "IoU": 0.6674289606850915, + "TN": 111043855, + "TP": 68585, + "n_pred": 89071, + "n_ref": 82274 + }, + "11": { + "Dice": 0.7994289793004996, + "FN": 834, + "FP": 571, + "IoU": 0.6658739595719382, + "TN": 111142410, + "TP": 2800, + "n_pred": 3371, + "n_ref": 3634 + }, + "12": { + "Dice": 0.24830699774266365, + "FN": 2664, + "FP": 0, + "IoU": 0.14175257731958762, + "TN": 111143511, + "TP": 440, + "n_pred": 440, + "n_ref": 3104 + }, + "13": { + "Dice": 0.7187554527004069, + "FN": 23461, + "FP": 7164, + "IoU": 0.5609822529315635, + "TN": 111076857, + "TP": 39133, + "n_pred": 46297, + "n_ref": 62594 + }, + "14": { + "Dice": 0.5041917029467852, + "FN": 27103, + "FP": 457, + "IoU": 0.3370697327592428, + "TN": 111105042, + "TP": 14013, + "n_pred": 14470, + "n_ref": 41116 + }, + "15": { + "Dice": 0.6979689270108432, + "FN": 8113, + "FP": 6817, + "IoU": 0.5360616512849197, + "TN": 111114434, + "TP": 17251, + "n_pred": 24068, + "n_ref": 25364 + }, + "2": { + "Dice": 0.6506683199116329, + "FN": 6855, + "FP": 153170, + "IoU": 0.4822152547911874, + "TN": 110837558, + "TP": 149032, + "n_pred": 302202, + "n_ref": 155887 + }, + "3": { + "Dice": 0.5199044490174134, + "FN": 158156, + "FP": 1422, + "IoU": 0.3512641117475598, + "TN": 110900632, + "TP": 86405, + "n_pred": 87827, + "n_ref": 244561 + }, + "4": { + "Dice": 0.871489865364699, + "FN": 4112, + "FP": 231, + "IoU": 0.7722481514499974, + "TN": 111127546, + "TP": 14726, + "n_pred": 14957, + "n_ref": 18838 + }, + "5": { + "Dice": 0.8372359743859313, + "FN": 387, + "FP": 1316, + "IoU": 0.7200394542166694, + "TN": 111140532, + "TP": 4380, + "n_pred": 5696, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9767897587211706, + "FN": 33067, + "FP": 41599, + "IoU": 0.9546325078806468, + "TN": 109500811, + "TP": 1571138, + "n_pred": 1612737, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.4073330647856904, + "FN": 259884, + "FP": 85869, + "IoU": 0.25575533451435634, + "TN": 110682046, + "TP": 118816, + "n_pred": 204685, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9430750843204616, + "FN": 5194, + "FP": 3903, + "IoU": 0.8922820063468005, + "TN": 111062163, + "TP": 75355, + "n_pred": 79258, + "n_ref": 80549 + }, + "9": { + "Dice": 0.9189717419039605, + "FN": 5073, + "FP": 3882, + "IoU": 0.8500903977501004, + "TN": 111086879, + "TP": 50781, + "n_pred": 54663, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9657906201558242, + "FN": 11542, + "FP": 1964, + "IoU": 0.9338443829443315, + "TN": 96916870, + "TP": 190649, + "n_pred": 192613, + "n_ref": 202191 + }, + "10": { + "Dice": 0.8687805258419639, + "FN": 13122, + "FP": 5389, + "IoU": 0.7680035092116807, + "TN": 97041235, + "TP": 61279, + "n_pred": 66668, + "n_ref": 74401 + }, + "11": { + "Dice": 0.6721443531496697, + "FN": 1826, + "FP": 209, + "IoU": 0.5061878184906576, + "TN": 97116904, + "TP": 2086, + "n_pred": 2295, + "n_ref": 3912 + }, + "12": { + "Dice": 0.2804344302155941, + "FN": 4418, + "FP": 21, + "IoU": 0.1630844645550528, + "TN": 97115721, + "TP": 865, + "n_pred": 886, + "n_ref": 5283 + }, + "13": { + "Dice": 0.8167273197097268, + "FN": 13443, + "FP": 3579, + "IoU": 0.6902274795268426, + "TN": 97066075, + "TP": 37928, + "n_pred": 41507, + "n_ref": 51371 + }, + "14": { + "Dice": 0.937471576237349, + "FN": 11686, + "FP": 4538, + "IoU": 0.882302586238166, + "TN": 96983180, + "TP": 121621, + "n_pred": 126159, + "n_ref": 133307 + }, + "15": { + "Dice": 0.6613941690161326, + "FN": 27563, + "FP": 14352, + "IoU": 0.49409180335783515, + "TN": 97038174, + "TP": 40936, + "n_pred": 55288, + "n_ref": 68499 + }, + "2": { + "Dice": 0.7555559721867434, + "FN": 6195, + "FP": 98110, + "IoU": 0.6071433952030855, + "TN": 96855521, + "TP": 161199, + "n_pred": 259309, + "n_ref": 167394 + }, + "3": { + "Dice": 0.6911796257531038, + "FN": 100648, + "FP": 5866, + "IoU": 0.5280935713969253, + "TN": 96895315, + "TP": 119196, + "n_pred": 125062, + "n_ref": 219844 + }, + "4": { + "Dice": 0.8776777020447907, + "FN": 2811, + "FP": 1209, + "IoU": 0.7820193037631493, + "TN": 97102583, + "TP": 14422, + "n_pred": 15631, + "n_ref": 17233 + }, + "5": { + "Dice": 0.7855129769065747, + "FN": 3121, + "FP": 1978, + "IoU": 0.6467858132446661, + "TN": 97106589, + "TP": 9337, + "n_pred": 11315, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9790102804914026, + "FN": 42900, + "FP": 23339, + "IoU": 0.9588835830419532, + "TN": 95510014, + "TP": 1544772, + "n_pred": 1568111, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.910028170463462, + "FN": 43779, + "FP": 12177, + "IoU": 0.8349098075776976, + "TN": 96782083, + "TP": 282986, + "n_pred": 295163, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9462695328313497, + "FN": 6609, + "FP": 4009, + "IoU": 0.8980185752566824, + "TN": 97016908, + "TP": 93499, + "n_pred": 97508, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9404370076232137, + "FN": 6869, + "FP": 4351, + "IoU": 0.8875706441139926, + "TN": 97021229, + "TP": 88576, + "n_pred": 92927, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.965025482769907, + "FN": 11385, + "FP": 2079, + "IoU": 0.932414727806641, + "TN": 78857190, + "TP": 185751, + "n_pred": 187830, + "n_ref": 197136 + }, + "10": { + "Dice": 0.7041056545374663, + "FN": 39325, + "FP": 5798, + "IoU": 0.543335694767736, + "TN": 78957595, + "TP": 53687, + "n_pred": 59485, + "n_ref": 93012 + }, + "11": { + "Dice": 0.7377925188870462, + "FN": 1007, + "FP": 416, + "IoU": 0.5845255474452554, + "TN": 79052980, + "TP": 2002, + "n_pred": 2418, + "n_ref": 3009 + }, + "12": { + "Dice": 0.49084716900808856, + "FN": 1851, + "FP": 541, + "IoU": 0.32524682651622006, + "TN": 79052860, + "TP": 1153, + "n_pred": 1694, + "n_ref": 3004 + }, + "13": { + "Dice": 0.650811369318339, + "FN": 30202, + "FP": 7649, + "IoU": 0.4823724085115694, + "TN": 78983281, + "TP": 35273, + "n_pred": 42922, + "n_ref": 65475 + }, + "14": { + "Dice": 0.3949611244019139, + "FN": 27312, + "FP": 5060, + "IoU": 0.2460757371093204, + "TN": 79013467, + "TP": 10566, + "n_pred": 15626, + "n_ref": 37878 + }, + "15": { + "Dice": 0.42279183916309276, + "FN": 21477, + "FP": 25091, + "IoU": 0.2680634361787404, + "TN": 78992782, + "TP": 17055, + "n_pred": 42146, + "n_ref": 38532 + }, + "2": { + "Dice": 0.9485503529037166, + "FN": 5502, + "FP": 6132, + "IoU": 0.9021357851260525, + "TN": 78937526, + "TP": 107245, + "n_pred": 113377, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9319152513872541, + "FN": 10538, + "FP": 5658, + "IoU": 0.8725105873833027, + "TN": 78929367, + "TP": 110842, + "n_pred": 116500, + "n_ref": 121380 + }, + "4": { + "Dice": 0.6807701088197246, + "FN": 4009, + "FP": 186, + "IoU": 0.5160359944623903, + "TN": 79047737, + "TP": 4473, + "n_pred": 4659, + "n_ref": 8482 + }, + "5": { + "Dice": 0.631034067653786, + "FN": 2337, + "FP": 728, + "IoU": 0.46095673584242, + "TN": 79050719, + "TP": 2621, + "n_pred": 3349, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9653422844154138, + "FN": 36288, + "FP": 55791, + "IoU": 0.9330064134978119, + "TN": 77681960, + "TP": 1282366, + "n_pred": 1338157, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.7544494780124598, + "FN": 185440, + "FP": 2373, + "IoU": 0.6057156772802563, + "TN": 78580066, + "TP": 288526, + "n_pred": 290899, + "n_ref": 473966 + }, + "8": { + "Dice": 0.9057069314772226, + "FN": 1794, + "FP": 4397, + "IoU": 0.8276639572430687, + "TN": 79020481, + "TP": 29733, + "n_pred": 34130, + "n_ref": 31527 + }, + "9": { + "Dice": 0.9257239319568887, + "FN": 7130, + "FP": 3166, + "IoU": 0.8617188444337, + "TN": 78981948, + "TP": 64161, + "n_pred": 67327, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9608646646104378, + "FN": 13481, + "FP": 4435, + "IoU": 0.9246771155657204, + "TN": 122474084, + "TP": 219940, + "n_pred": 224375, + "n_ref": 233421 + }, + "10": { + "Dice": 0.8322459083756778, + "FN": 27357, + "FP": 6119, + "IoU": 0.7126893533021499, + "TN": 122595425, + "TP": 83039, + "n_pred": 89158, + "n_ref": 110396 + }, + "11": { + "Dice": 0.8347043701799486, + "FN": 935, + "FP": 351, + "IoU": 0.7163026693139202, + "TN": 122707407, + "TP": 3247, + "n_pred": 3598, + "n_ref": 4182 + }, + "12": { + "Dice": 0.4252499698831466, + "FN": 4525, + "FP": 246, + "IoU": 0.27004283965728276, + "TN": 122705404, + "TP": 1765, + "n_pred": 2011, + "n_ref": 6290 + }, + "13": { + "Dice": 0.360287448545315, + "FN": 40890, + "FP": 4955, + "IoU": 0.21972598076759425, + "TN": 122653185, + "TP": 12910, + "n_pred": 17865, + "n_ref": 53800 + }, + "14": { + "Dice": 0.617572684680059, + "FN": 59583, + "FP": 3, + "IoU": 0.44673067280729445, + "TN": 122604242, + "TP": 48112, + "n_pred": 48115, + "n_ref": 107695 + }, + "15": { + "Dice": 0.837927066642291, + "FN": 12130, + "FP": 2941, + "IoU": 0.7210623727558764, + "TN": 122657910, + "TP": 38959, + "n_pred": 41900, + "n_ref": 51089 + }, + "2": { + "Dice": 0.8585362104682156, + "FN": 14060, + "FP": 26435, + "IoU": 0.7521361766722162, + "TN": 122548564, + "TP": 122881, + "n_pred": 149316, + "n_ref": 136941 + }, + "3": { + "Dice": 0.9145894298343039, + "FN": 3831, + "FP": 22700, + "IoU": 0.8426207142009728, + "TN": 122543360, + "TP": 142049, + "n_pred": 164749, + "n_ref": 145880 + }, + "4": { + "Dice": 0.26548354371861876, + "FN": 55138, + "FP": 2061, + "IoU": 0.15305910921582563, + "TN": 122644404, + "TP": 10337, + "n_pred": 12398, + "n_ref": 65475 + }, + "5": { + "Dice": 0.757190681150509, + "FN": 6126, + "FP": 982, + "IoU": 0.6092573250508493, + "TN": 122693749, + "TP": 11083, + "n_pred": 12065, + "n_ref": 17209 + }, + "6": { + "Dice": 0.973683544281439, + "FN": 57070, + "FP": 32324, + "IoU": 0.9487166836857625, + "TN": 120968800, + "TP": 1653746, + "n_pred": 1686070, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.7574582936089218, + "FN": 119719, + "FP": 166227, + "IoU": 0.6096039188969637, + "TN": 121979489, + "TP": 446505, + "n_pred": 612732, + "n_ref": 566224 + }, + "8": { + "Dice": 0.8561427740622274, + "FN": 18679, + "FP": 20899, + "IoU": 0.7484699616775449, + "TN": 122554591, + "TP": 117771, + "n_pred": 138670, + "n_ref": 136450 + }, + "9": { + "Dice": 0.802572639950176, + "FN": 7736, + "FP": 25232, + "IoU": 0.6702474544399768, + "TN": 122611962, + "TP": 67010, + "n_pred": 92242, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/loop_003/summary_cross_val.json b/nnActive_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/loop_003/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..2670be69fd86c7b52c93e5d1d03ea2d8482d6787 --- /dev/null +++ b/nnActive_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/loop_003/summary_cross_val.json @@ -0,0 +1,16128 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.40822250742275845, + "FN": 1066.5500000000002, + "FP": 703.84, + "IoU": 0.3400789496933672, + "TN": 246536.7433333333, + "TP": 5779.266666666666, + "n_pred": 6483.106666666666, + "n_ref": 6845.816666666666 + }, + "mean": { + "1": { + "Dice": 0.0, + "FN": 0.0, + "FP": 1237.15, + "IoU": 0.0, + "TN": 252849.25, + "TP": 0.0, + "n_pred": 1237.15, + "n_ref": 0.0 + }, + "10": { + "Dice": 0.29308271149709086, + "FN": 911.7, + "FP": 699.65, + "IoU": 0.23040617272457103, + "TN": 249341.25, + "TP": 3133.8, + "n_pred": 3833.45, + "n_ref": 4045.5 + }, + "11": { + "Dice": 0.36517412935323385, + "FN": 25.9, + "FP": 37.9, + "IoU": 0.22337188070602557, + "TN": 254004.25, + "TP": 18.35, + "n_pred": 56.25, + "n_ref": 44.25 + }, + "12": { + "Dice": 0.16772151898734178, + "FN": 10.2, + "FP": 0.6, + "IoU": 0.10076045627376426, + "TN": 254072.95, + "TP": 2.65, + "n_pred": 3.25, + "n_ref": 12.85 + }, + "13": { + "Dice": 0.2435035294445818, + "FN": 3358.85, + "FP": 232.25, + "IoU": 0.177981965291093, + "TN": 249051.65, + "TP": 1443.65, + "n_pred": 1675.9, + "n_ref": 4802.5 + }, + "14": { + "Dice": 0.5472236547634955, + "FN": 316.9, + "FP": 531.65, + "IoU": 0.46527331670290084, + "TN": 251207.55, + "TP": 2030.3, + "n_pred": 2561.95, + "n_ref": 2347.2 + }, + "15": { + "Dice": 0.3865168539325843, + "FN": 469.7, + "FP": 1386.6, + "IoU": 0.315018315018315, + "TN": 250363.9, + "TP": 1866.2, + "n_pred": 3252.8, + "n_ref": 2335.9 + }, + "2": { + "Dice": 0.5802334908291311, + "FN": 68.3, + "FP": 1251.1, + "IoU": 0.5555044523725956, + "TN": 250128.05, + "TP": 2638.95, + "n_pred": 3890.05, + "n_ref": 2707.25 + }, + "3": { + "Dice": 0.2846862180982754, + "FN": 1063.9, + "FP": 138.6, + "IoU": 0.21829098557754542, + "TN": 251183.55, + "TP": 1700.35, + "n_pred": 1838.95, + "n_ref": 2764.25 + }, + "4": { + "Dice": 0.0, + "FN": 230.15, + "FP": 394.35, + "IoU": 0.0, + "TN": 253461.9, + "TP": 0.0, + "n_pred": 394.35, + "n_ref": 230.15 + }, + "5": { + "Dice": 0.6815115286314164, + "FN": 291.7, + "FP": 430.8, + "IoU": 0.52748407000883, + "TN": 252543.0, + "TP": 820.9, + "n_pred": 1251.7, + "n_ref": 1112.6 + }, + "6": { + "Dice": 0.6937632434558221, + "FN": 6278.0, + "FP": 1528.7, + "IoU": 0.6334063777648264, + "TN": 192459.1, + "TP": 53820.6, + "n_pred": 55349.3, + "n_ref": 60098.6 + }, + "7": { + "Dice": 0.4224845449227007, + "FN": 2045.3, + "FP": 1798.35, + "IoU": 0.3547327435971332, + "TN": 239642.4, + "TP": 10600.35, + "n_pred": 12398.7, + "n_ref": 12645.65 + }, + "8": { + "Dice": 0.8375654076066961, + "FN": 245.0, + "FP": 305.4, + "IoU": 0.8038747370582242, + "TN": 247197.3, + "TP": 6338.7, + "n_pred": 6644.1, + "n_ref": 6583.7 + }, + "9": { + "Dice": 0.6198707798190065, + "FN": 682.65, + "FP": 584.5, + "IoU": 0.4950787723046835, + "TN": 250545.05, + "TP": 2274.2, + "n_pred": 2858.7, + "n_ref": 2956.85 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 585, + "FP": 0, + "IoU": 0.0, + "TN": 174647, + "TP": 0, + "n_pred": 0, + "n_ref": 585 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 951, + "FP": 121, + "IoU": 0.0, + "TN": 174160, + "TP": 0, + "n_pred": 121, + "n_ref": 951 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 1635, + "FP": 0, + "IoU": 0.0, + "TN": 173597, + "TP": 0, + "n_pred": 0, + "n_ref": 1635 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7659090909090909, + "FN": 24717, + "FP": 3093, + "IoU": 0.6206261510128913, + "TN": 101927, + "TP": 45495, + "n_pred": 48588, + "n_ref": 70212 + }, + "7": { + "Dice": 0.4626732230666071, + "FN": 16068, + "FP": 3164, + "IoU": 0.30095958127362604, + "TN": 147720, + "TP": 8280, + "n_pred": 11444, + "n_ref": 24348 + }, + "8": { + "Dice": 0.9165540125353324, + "FN": 115, + "FP": 1922, + "IoU": 0.8459618874773139, + "TN": 162008, + "TP": 11187, + "n_pred": 13109, + "n_ref": 11302 + }, + "9": { + "Dice": 0.7204301075268817, + "FN": 2502, + "FP": 1866, + "IoU": 0.5630252100840336, + "TN": 165236, + "TP": 5628, + "n_pred": 7494, + "n_ref": 8130 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 176, + "IoU": 0.0, + "TN": 350288, + "TP": 0, + "n_pred": 176, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 350453, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 173, + "IoU": 0.0, + "TN": 350291, + "TP": 0, + "n_pred": 173, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.10407523510971786, + "FN": 15, + "FP": 1414, + "IoU": 0.05489417989417989, + "TN": 348952, + "TP": 83, + "n_pred": 1497, + "n_ref": 98 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 450, + "IoU": 0.0, + "TN": 350014, + "TP": 0, + "n_pred": 450, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 577, + "IoU": 0.0, + "TN": 349887, + "TP": 0, + "n_pred": 577, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1124, + "IoU": 0.0, + "TN": 349340, + "TP": 0, + "n_pred": 1124, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 208, + "IoU": 0.0, + "TN": 175024, + "TP": 0, + "n_pred": 208, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 577, + "FP": 80, + "IoU": 0.0, + "TN": 174575, + "TP": 0, + "n_pred": 80, + "n_ref": 577 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.17672283626260796, + "FN": 13526, + "FP": 105, + "IoU": 0.09692593083344375, + "TN": 160138, + "TP": 1463, + "n_pred": 1568, + "n_ref": 14989 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 475, + "IoU": 0.0, + "TN": 174757, + "TP": 0, + "n_pred": 475, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1014, + "IoU": 0.0, + "TN": 174218, + "TP": 0, + "n_pred": 1014, + "n_ref": 0 + }, + "8": { + "Dice": 0.9337746517721693, + "FN": 1478, + "FP": 923, + "IoU": 0.8757760761589404, + "TN": 155904, + "TP": 16927, + "n_pred": 17850, + "n_ref": 18405 + }, + "9": { + "Dice": 0.5083998898375103, + "FN": 1458, + "FP": 327, + "IoU": 0.3408419497784343, + "TN": 172524, + "TP": 923, + "n_pred": 1250, + "n_ref": 2381 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.99845086939526, + "FN": 532, + "FP": 3, + "IoU": 0.9969065309780566, + "TN": 2287, + "TP": 172410, + "n_pred": 172413, + "n_ref": 172942 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 82, + "IoU": 0.0, + "TN": 175150, + "TP": 0, + "n_pred": 82, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7825084410771638, + "FN": 2321, + "FP": 320, + "IoU": 0.6427218614718615, + "TN": 343072, + "TP": 4751, + "n_pred": 5071, + "n_ref": 7072 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 15209, + "IoU": 0.0, + "TN": 335255, + "TP": 0, + "n_pred": 15209, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8291649974245979, + "FN": 2223, + "FP": 762, + "IoU": 0.7081826180467299, + "TN": 340235, + "TP": 7244, + "n_pred": 8006, + "n_ref": 9467 + }, + "6": { + "Dice": 0.9373958581290169, + "FN": 2851, + "FP": 42, + "IoU": 0.882168458781362, + "TN": 325912, + "TP": 21659, + "n_pred": 21701, + "n_ref": 24510 + }, + "7": { + "Dice": 0.7896545487429915, + "FN": 506, + "FP": 657, + "IoU": 0.6524208009563658, + "TN": 347118, + "TP": 2183, + "n_pred": 2840, + "n_ref": 2689 + }, + "8": { + "Dice": 0.976234486400845, + "FN": 944, + "FP": 136, + "IoU": 0.9535723497549652, + "TN": 327202, + "TP": 22182, + "n_pred": 22318, + "n_ref": 23126 + }, + "9": { + "Dice": 0.8830006882312457, + "FN": 524, + "FP": 496, + "IoU": 0.7905113986444855, + "TN": 345595, + "TP": 3849, + "n_pred": 4345, + "n_ref": 4373 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5524475524475524, + "FN": 2061, + "FP": 115, + "IoU": 0.38164251207729466, + "TN": 346945, + "TP": 1343, + "n_pred": 1458, + "n_ref": 3404 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3660882060351498, + "FN": 10733, + "FP": 737, + "IoU": 0.22405628467054525, + "TN": 335682, + "TP": 3312, + "n_pred": 4049, + "n_ref": 14045 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 3, + "FP": 0, + "IoU": 0.0, + "TN": 350461, + "TP": 0, + "n_pred": 0, + "n_ref": 3 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7438959458431581, + "FN": 2916, + "FP": 451, + "IoU": 0.5922247789754148, + "TN": 342207, + "TP": 4890, + "n_pred": 5341, + "n_ref": 7806 + }, + "7": { + "Dice": 0.9616138302187538, + "FN": 2157, + "FP": 4562, + "IoU": 0.9260657144743503, + "TN": 259586, + "TP": 84159, + "n_pred": 88721, + "n_ref": 86316 + }, + "8": { + "Dice": 0.9720984305367177, + "FN": 579, + "FP": 285, + "IoU": 0.9457115928369463, + "TN": 334549, + "TP": 15051, + "n_pred": 15336, + "n_ref": 15630 + }, + "9": { + "Dice": 0.89110418830045, + "FN": 809, + "FP": 764, + "IoU": 0.80359595455113, + "TN": 342455, + "TP": 6436, + "n_pred": 7200, + "n_ref": 7245 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 34, + "IoU": 0.0, + "TN": 350430, + "TP": 0, + "n_pred": 34, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.33544303797468356, + "FN": 204, + "FP": 6, + "IoU": 0.20152091254752852, + "TN": 350201, + "TP": 53, + "n_pred": 59, + "n_ref": 257 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 457, + "IoU": 0.0, + "TN": 350007, + "TP": 0, + "n_pred": 457, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2575, + "IoU": 0.0, + "TN": 347889, + "TP": 0, + "n_pred": 2575, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 7881, + "IoU": 0.0, + "TN": 342583, + "TP": 0, + "n_pred": 7881, + "n_ref": 0 + }, + "5": { + "Dice": 0.6379365587952579, + "FN": 1634, + "FP": 5146, + "IoU": 0.46836038579157846, + "TN": 337711, + "TP": 5973, + "n_pred": 11119, + "n_ref": 7607 + }, + "6": { + "Dice": 0.5638379033343804, + "FN": 3436, + "FP": 6283, + "IoU": 0.39260046247109553, + "TN": 334463, + "TP": 6282, + "n_pred": 12565, + "n_ref": 9718 + }, + "7": { + "Dice": 0.7601758330257374, + "FN": 5166, + "FP": 9128, + "IoU": 0.6131319692540869, + "TN": 313516, + "TP": 22654, + "n_pred": 31782, + "n_ref": 27820 + }, + "8": { + "Dice": 0.9697756618336579, + "FN": 352, + "FP": 905, + "IoU": 0.9413247444335527, + "TN": 329041, + "TP": 20166, + "n_pred": 21071, + "n_ref": 20518 + }, + "9": { + "Dice": 0.5089514066496164, + "FN": 962, + "FP": 958, + "IoU": 0.34133790737564323, + "TN": 347549, + "TP": 995, + "n_pred": 1953, + "n_ref": 1957 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9616449678340975, + "FN": 11087, + "FP": 700, + "IoU": 0.9261234722657474, + "TN": 190914, + "TP": 147763, + "n_pred": 148463, + "n_ref": 158850 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.4282955941723714, + "FN": 12, + "FP": 3245, + "IoU": 0.2725039088675452, + "TN": 345987, + "TP": 1220, + "n_pred": 4465, + "n_ref": 1232 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7962567722869808, + "FN": 4337, + "FP": 5591, + "IoU": 0.6614839061647573, + "TN": 145904, + "TP": 19400, + "n_pred": 24991, + "n_ref": 23737 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6549795790135092, + "FN": 10027, + "FP": 955, + "IoU": 0.486966271138933, + "TN": 153826, + "TP": 10424, + "n_pred": 11379, + "n_ref": 20451 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.956953642384106, + "FN": 23, + "FP": 29, + "IoU": 0.9174603174603174, + "TN": 174602, + "TP": 578, + "n_pred": 607, + "n_ref": 601 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 1258, + "FP": 0, + "IoU": 0.0, + "TN": 173974, + "TP": 0, + "n_pred": 0, + "n_ref": 1258 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.25301204819277107, + "FN": 3, + "FP": 121, + "IoU": 0.14482758620689656, + "TN": 175087, + "TP": 21, + "n_pred": 142, + "n_ref": 24 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 175224, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "8": { + "Dice": 0.9637894519345007, + "FN": 71, + "FP": 630, + "IoU": 0.9301096709870389, + "TN": 165202, + "TP": 9329, + "n_pred": 9959, + "n_ref": 9400 + }, + "9": { + "Dice": 0.8786181139122315, + "FN": 3195, + "FP": 705, + "IoU": 0.7835137385512073, + "TN": 157217, + "TP": 14115, + "n_pred": 14820, + "n_ref": 17310 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 345, + "IoU": 0.0, + "TN": 350119, + "TP": 0, + "n_pred": 345, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8398333964407422, + "FN": 118, + "FP": 1151, + "IoU": 0.7238903394255874, + "TN": 345868, + "TP": 3327, + "n_pred": 4478, + "n_ref": 3445 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.958693006272821, + "FN": 1204, + "FP": 3208, + "IoU": 0.9206631781482081, + "TN": 294853, + "TP": 51199, + "n_pred": 54407, + "n_ref": 52403 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9431860006022685, + "FN": 1092, + "FP": 5700, + "IoU": 0.892480607883489, + "TN": 287294, + "TP": 56378, + "n_pred": 62078, + "n_ref": 57470 + }, + "7": { + "Dice": 0.846968791653261, + "FN": 13134, + "FP": 184, + "IoU": 0.7345584278396747, + "TN": 300291, + "TP": 36855, + "n_pred": 37039, + "n_ref": 49989 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9743866083767176, + "FN": 2422, + "FP": 525, + "IoU": 0.9500525405918443, + "TN": 291462, + "TP": 56055, + "n_pred": 56580, + "n_ref": 58477 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8641239311590261, + "FN": 9582, + "FP": 2908, + "IoU": 0.7607554687200705, + "TN": 298258, + "TP": 39716, + "n_pred": 42624, + "n_ref": 49298 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.39741127669380855, + "FN": 30432, + "FP": 946, + "IoU": 0.24798082684242062, + "TN": 308739, + "TP": 10347, + "n_pred": 11293, + "n_ref": 40779 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 350461, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 5602, + "IoU": 0.0, + "TN": 344862, + "TP": 0, + "n_pred": 5602, + "n_ref": 0 + }, + "7": { + "Dice": 0.1820569387540708, + "FN": 6, + "FP": 15566, + "IoU": 0.10014446691707599, + "TN": 333159, + "TP": 1733, + "n_pred": 17299, + "n_ref": 1739 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.40268456375838924, + "FN": 4, + "FP": 85, + "IoU": 0.25210084033613445, + "TN": 350345, + "TP": 30, + "n_pred": 115, + "n_ref": 34 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 24359, + "IoU": 0.0, + "TN": 326105, + "TP": 0, + "n_pred": 24359, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.36517412935323385, + "FN": 518, + "FP": 758, + "IoU": 0.22337188070602557, + "TN": 348821, + "TP": 367, + "n_pred": 1125, + "n_ref": 885 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 350458, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.022988505747126436, + "FN": 105, + "FP": 21740, + "IoU": 0.011627906976744186, + "TN": 328362, + "TP": 257, + "n_pred": 21997, + "n_ref": 362 + }, + "3": { + "Dice": 0.7499834191851082, + "FN": 21260, + "FP": 1358, + "IoU": 0.5999787768384564, + "TN": 293922, + "TP": 33924, + "n_pred": 35282, + "n_ref": 55184 + }, + "4": { + "Dice": 0.0, + "FN": 1710, + "FP": 0, + "IoU": 0.0, + "TN": 348754, + "TP": 0, + "n_pred": 0, + "n_ref": 1710 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8401987960931143, + "FN": 44375, + "FP": 994, + "IoU": 0.7244334574432546, + "TN": 185825, + "TP": 119270, + "n_pred": 120264, + "n_ref": 163645 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 350461, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.5866666666666667, + "FN": 70, + "FP": 54, + "IoU": 0.41509433962264153, + "TN": 350252, + "TP": 88, + "n_pred": 142, + "n_ref": 158 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 1386, + "FP": 0, + "IoU": 0.0, + "TN": 173846, + "TP": 0, + "n_pred": 0, + "n_ref": 1386 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9850014349708639, + "FN": 3408, + "FP": 1400, + "IoU": 0.9704461355002889, + "TN": 12546, + "TP": 157878, + "n_pred": 159278, + "n_ref": 161286 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8471727674120496, + "FN": 362, + "FP": 711, + "IoU": 0.7348653323449469, + "TN": 171185, + "TP": 2974, + "n_pred": 3685, + "n_ref": 3336 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0341.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5774330296743935, + "FN": 1977, + "FP": 2708, + "IoU": 0.4059092061881816, + "TN": 167346, + "TP": 3201, + "n_pred": 5909, + "n_ref": 5178 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 43, + "IoU": 0.0, + "TN": 175189, + "TP": 0, + "n_pred": 43, + "n_ref": 0 + }, + "8": { + "Dice": 0.9682965658403457, + "FN": 1361, + "FP": 730, + "IoU": 0.9385415748170355, + "TN": 141209, + "TP": 31932, + "n_pred": 32662, + "n_ref": 33293 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.859162523213323, + "FN": 4017, + "FP": 7738, + "IoU": 0.753098088636841, + "TN": 127622, + "TP": 35855, + "n_pred": 43593, + "n_ref": 39872 + }, + "15": { + "Dice": 0.7730337078651686, + "FN": 9394, + "FP": 12523, + "IoU": 0.63003663003663, + "TN": 115991, + "TP": 37324, + "n_pred": 49847, + "n_ref": 46718 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.42491614758025875, + "FN": 1092, + "FP": 4909, + "IoU": 0.26977366755901677, + "TN": 167014, + "TP": 2217, + "n_pred": 7126, + "n_ref": 3309 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 175211, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 175229, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9330299425970937, + "FN": 1100, + "FP": 195, + "IoU": 0.8744668476153548, + "TN": 164916, + "TP": 9021, + "n_pred": 9216, + "n_ref": 10121 + }, + "7": { + "Dice": 0.9615128535482365, + "FN": 2895, + "FP": 1556, + "IoU": 0.9258784346378018, + "TN": 115182, + "TP": 55599, + "n_pred": 57155, + "n_ref": 58494 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.962532299741602, + "FN": 34, + "FP": 24, + "IoU": 0.9277708592777086, + "TN": 174429, + "TP": 745, + "n_pred": 769, + "n_ref": 779 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9238776589306305, + "FN": 23852, + "FP": 46, + "IoU": 0.8585247454416292, + "TN": 6312, + "TP": 145022, + "n_pred": 145068, + "n_ref": 168874 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 4, + "FP": 0, + "IoU": 0.0, + "TN": 175228, + "TP": 0, + "n_pred": 0, + "n_ref": 4 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9701480135405114, + "FN": 3769, + "FP": 4494, + "IoU": 0.9420266468347237, + "TN": 32701, + "TP": 134268, + "n_pred": 138762, + "n_ref": 138037 + }, + "7": { + "Dice": 0.527643064985451, + "FN": 974, + "FP": 0, + "IoU": 0.3583662714097497, + "TN": 173714, + "TP": 544, + "n_pred": 544, + "n_ref": 1518 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7831253713606655, + "FN": 3755, + "FP": 1355, + "IoU": 0.6435546875, + "TN": 160896, + "TP": 9226, + "n_pred": 10581, + "n_ref": 12981 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0391.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.3704636873063514, + "FN": 2671.6699999999996, + "FP": 1637.996666666667, + "IoU": 0.31347751605585383, + "TN": 253016.19000000003, + "TP": 5522.1433333333325, + "n_pred": 7160.140000000001, + "n_ref": 8193.813333333334 + }, + "mean": { + "1": { + "Dice": 0.47755746692805373, + "FN": 3151.7, + "FP": 2354.3, + "IoU": 0.4173031799629129, + "TN": 250402.15, + "TP": 6939.85, + "n_pred": 9294.15, + "n_ref": 10091.55 + }, + "10": { + "Dice": 0.30848346940260074, + "FN": 198.2, + "FP": 68.1, + "IoU": 0.2564828036631726, + "TN": 261583.2, + "TP": 998.5, + "n_pred": 1066.6, + "n_ref": 1196.7 + }, + "11": { + "Dice": 0.36212869089866245, + "FN": 216.35, + "FP": 96.9, + "IoU": 0.25059114557509776, + "TN": 262395.35, + "TP": 139.4, + "n_pred": 236.3, + "n_ref": 355.75 + }, + "12": { + "Dice": 0.0, + "FN": 0.0, + "FP": 4.9, + "IoU": 0.0, + "TN": 262843.1, + "TP": 0.0, + "n_pred": 4.9, + "n_ref": 0.0 + }, + "13": { + "Dice": 0.13943124562965026, + "FN": 30.0, + "FP": 386.6, + "IoU": 0.10221105961123421, + "TN": 262296.65, + "TP": 134.75, + "n_pred": 521.35, + "n_ref": 164.75 + }, + "14": { + "Dice": 0.18820846921049017, + "FN": 16217.0, + "FP": 46.25, + "IoU": 0.13699658768985706, + "TN": 243072.75, + "TP": 3512.0, + "n_pred": 3558.25, + "n_ref": 19729.0 + }, + "15": { + "Dice": 0.18634311715635474, + "FN": 759.85, + "FP": 603.3, + "IoU": 0.14591237209806768, + "TN": 260655.1, + "TP": 829.75, + "n_pred": 1433.05, + "n_ref": 1589.6 + }, + "2": { + "Dice": 0.4525652558354988, + "FN": 1446.75, + "FP": 233.6, + "IoU": 0.3685006747827745, + "TN": 259638.8, + "TP": 1528.85, + "n_pred": 1762.45, + "n_ref": 2975.6 + }, + "3": { + "Dice": 0.37981336473841065, + "FN": 370.6, + "FP": 895.5, + "IoU": 0.3617815533393423, + "TN": 254970.0, + "TP": 6611.9, + "n_pred": 7507.4, + "n_ref": 6982.5 + }, + "4": { + "Dice": 0.21928579329670736, + "FN": 310.45, + "FP": 61.0, + "IoU": 0.19529274619906084, + "TN": 261287.1, + "TP": 1189.45, + "n_pred": 1250.45, + "n_ref": 1499.9 + }, + "5": { + "Dice": 0.3625764842070448, + "FN": 344.75, + "FP": 10.15, + "IoU": 0.2844078349980542, + "TN": 262054.6, + "TP": 438.5, + "n_pred": 448.65, + "n_ref": 783.25 + }, + "6": { + "Dice": 0.593268837247294, + "FN": 6302.4, + "FP": 19155.7, + "IoU": 0.5104983870175464, + "TN": 194300.65, + "TP": 43089.25, + "n_pred": 62244.95, + "n_ref": 49391.65 + }, + "7": { + "Dice": 0.361058201647146, + "FN": 10022.7, + "FP": 339.9, + "IoU": 0.3046192688298666, + "TN": 238612.15, + "TP": 13873.25, + "n_pred": 14213.15, + "n_ref": 23895.95 + }, + "8": { + "Dice": 0.7099563083729479, + "FN": 125.25, + "FP": 145.6, + "IoU": 0.6744848180367343, + "TN": 260686.65, + "TP": 1890.5, + "n_pred": 2036.1, + "n_ref": 2015.75 + }, + "9": { + "Dice": 0.8162786050244091, + "FN": 579.05, + "FP": 168.15, + "IoU": 0.6930803090340867, + "TN": 260444.6, + "TP": 1656.2, + "n_pred": 1824.35, + "n_ref": 2235.25 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7169716060629342, + "FN": 50732, + "FP": 842, + "IoU": 0.5588119557220825, + "TN": 58334, + "TP": 65324, + "n_pred": 66166, + "n_ref": 116056 + }, + "15": { + "Dice": 0.8271679805942995, + "FN": 3752, + "FP": 1378, + "IoU": 0.7052740434332989, + "TN": 157826, + "TP": 12276, + "n_pred": 13654, + "n_ref": 16028 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 175230, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.679948060910387, + "FN": 34882, + "FP": 365, + "IoU": 0.5150918996257979, + "TN": 102544, + "TP": 37441, + "n_pred": 37806, + "n_ref": 72323 + }, + "10": { + "Dice": 0.902370820668693, + "FN": 709, + "FP": 94, + "IoU": 0.8221089942401418, + "TN": 170718, + "TP": 3711, + "n_pred": 3805, + "n_ref": 4420 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1124, + "IoU": 0.0, + "TN": 174108, + "TP": 0, + "n_pred": 1124, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1954, + "IoU": 0.0, + "TN": 173278, + "TP": 0, + "n_pred": 1954, + "n_ref": 0 + }, + "3": { + "Dice": 0.9318772359254378, + "FN": 2231, + "FP": 1387, + "IoU": 0.8724439430263714, + "TN": 146868, + "TP": 24746, + "n_pred": 26133, + "n_ref": 26977 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 18177, + "IoU": 0.0, + "TN": 157055, + "TP": 0, + "n_pred": 18177, + "n_ref": 0 + }, + "7": { + "Dice": 0.9259560618388935, + "FN": 87, + "FP": 4, + "IoU": 0.8621212121212121, + "TN": 174572, + "TP": 569, + "n_pred": 573, + "n_ref": 656 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 440, + "FP": 0, + "IoU": 0.0, + "TN": 350024, + "TP": 0, + "n_pred": 0, + "n_ref": 440 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1953, + "IoU": 0.0, + "TN": 348511, + "TP": 0, + "n_pred": 1953, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 124, + "IoU": 0.0, + "TN": 350340, + "TP": 0, + "n_pred": 124, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 53, + "IoU": 0.0, + "TN": 350411, + "TP": 0, + "n_pred": 53, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.943099593495935, + "FN": 20773, + "FP": 1623, + "IoU": 0.8923258877489206, + "TN": 142466, + "TP": 185602, + "n_pred": 187225, + "n_ref": 206375 + }, + "7": { + "Dice": 0.08241206030150754, + "FN": 6207, + "FP": 184, + "IoU": 0.0429769392033543, + "TN": 343786, + "TP": 287, + "n_pred": 471, + "n_ref": 6494 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.583011583011583, + "FN": 1, + "FP": 215, + "IoU": 0.4114441416893733, + "TN": 350097, + "TP": 151, + "n_pred": 366, + "n_ref": 152 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 275, + "IoU": 0.0, + "TN": 350189, + "TP": 0, + "n_pred": 275, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 603, + "IoU": 0.0, + "TN": 349861, + "TP": 0, + "n_pred": 603, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.08297232954767202, + "FN": 2273, + "FP": 115212, + "IoU": 0.04328175895765472, + "TN": 227664, + "TP": 5315, + "n_pred": 120527, + "n_ref": 7588 + }, + "7": { + "Dice": 0.3826203723462393, + "FN": 118397, + "FP": 222, + "IoU": 0.2365680671403563, + "TN": 195088, + "TP": 36757, + "n_pred": 36979, + "n_ref": 155154 + }, + "8": { + "Dice": 0.9183606913794977, + "FN": 1346, + "FP": 907, + "IoU": 0.8490452261306533, + "TN": 335539, + "TP": 12672, + "n_pred": 13579, + "n_ref": 14018 + }, + "9": { + "Dice": 0.8021671579953789, + "FN": 2483, + "FP": 0, + "IoU": 0.6696820540109086, + "TN": 342947, + "TP": 5034, + "n_pred": 5034, + "n_ref": 7517 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.3446739570676387, + "FN": 2873, + "FP": 363, + "IoU": 0.2082211891362858, + "TN": 346377, + "TP": 851, + "n_pred": 1214, + "n_ref": 3724 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 97, + "IoU": 0.0, + "TN": 350367, + "TP": 0, + "n_pred": 97, + "n_ref": 0 + }, + "13": { + "Dice": 0.7385530227948464, + "FN": 45, + "FP": 1274, + "IoU": 0.5854808296668762, + "TN": 347282, + "TP": 1863, + "n_pred": 3137, + "n_ref": 1908 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9522503998172264, + "FN": 354, + "FP": 482, + "IoU": 0.9088530309638029, + "TN": 341292, + "TP": 8336, + "n_pred": 8818, + "n_ref": 8690 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9703278131772164, + "FN": 7135, + "FP": 7543, + "IoU": 0.9423657602827132, + "TN": 95789, + "TP": 239997, + "n_pred": 247540, + "n_ref": 247132 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 350463, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8459134721183047, + "FN": 189, + "FP": 3312, + "IoU": 0.7329723133246892, + "TN": 337353, + "TP": 9610, + "n_pred": 12922, + "n_ref": 9799 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9491298527443106, + "FN": 186, + "FP": 422, + "IoU": 0.9031847133757962, + "TN": 168952, + "TP": 5672, + "n_pred": 6094, + "n_ref": 5858 + }, + "10": { + "Dice": 0.0, + "FN": 243, + "FP": 0, + "IoU": 0.0, + "TN": 174989, + "TP": 0, + "n_pred": 0, + "n_ref": 243 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9671895877666156, + "FN": 5181, + "FP": 2112, + "IoU": 0.9364638236703402, + "TN": 60447, + "TP": 107492, + "n_pred": 109604, + "n_ref": 112673 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 25447, + "IoU": 0.0, + "TN": 149785, + "TP": 0, + "n_pred": 25447, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.600341953408848, + "FN": 3730, + "FP": 10, + "IoU": 0.42892044586959843, + "TN": 168683, + "TP": 2809, + "n_pred": 2819, + "n_ref": 6539 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7763420095733098, + "FN": 32498, + "FP": 163, + "IoU": 0.6344436236653012, + "TN": 85886, + "TP": 56685, + "n_pred": 56848, + "n_ref": 89183 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 386, + "IoU": 0.0, + "TN": 174846, + "TP": 0, + "n_pred": 386, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 11289, + "IoU": 0.0, + "TN": 163943, + "TP": 0, + "n_pred": 11289, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 175229, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "11": { + "Dice": 0.3972809667673716, + "FN": 572, + "FP": 1024, + "IoU": 0.2478793590951932, + "TN": 173110, + "TP": 526, + "n_pred": 1550, + "n_ref": 1098 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 175211, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5604650569847786, + "FN": 17186, + "FP": 53, + "IoU": 0.3893375841303578, + "TN": 147002, + "TP": 10991, + "n_pred": 11044, + "n_ref": 28177 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 7051, + "IoU": 0.0, + "TN": 168181, + "TP": 0, + "n_pred": 7051, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.760080178860535, + "FN": 17203, + "FP": 1469, + "IoU": 0.6130075234719891, + "TN": 126983, + "TP": 29577, + "n_pred": 31046, + "n_ref": 46780 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7359296586620215, + "FN": 6367, + "FP": 0, + "IoU": 0.5821904324430737, + "TN": 159993, + "TP": 8872, + "n_pred": 8872, + "n_ref": 15239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7065598397596394, + "FN": 882, + "FP": 290, + "IoU": 0.5462640340689121, + "TN": 172649, + "TP": 1411, + "n_pred": 1701, + "n_ref": 2293 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8275862068965517, + "FN": 115, + "FP": 0, + "IoU": 0.7058823529411765, + "TN": 174841, + "TP": 276, + "n_pred": 276, + "n_ref": 391 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6353790613718412, + "FN": 454, + "FP": 2576, + "IoU": 0.4656084656084656, + "TN": 169562, + "TP": 2640, + "n_pred": 5216, + "n_ref": 3094 + }, + "7": { + "Dice": 0.2765957446808511, + "FN": 68, + "FP": 0, + "IoU": 0.16049382716049382, + "TN": 175151, + "TP": 13, + "n_pred": 13, + "n_ref": 81 + }, + "8": { + "Dice": 0.9636428656574085, + "FN": 438, + "FP": 782, + "IoU": 0.9298366689671037, + "TN": 157844, + "TP": 16168, + "n_pred": 16950, + "n_ref": 16606 + }, + "9": { + "Dice": 0.8811041313219313, + "FN": 2542, + "FP": 51, + "IoU": 0.7874764363576756, + "TN": 163031, + "TP": 9608, + "n_pred": 9659, + "n_ref": 12150 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 66904, + "FP": 0, + "IoU": 0.0, + "TN": 108328, + "TP": 0, + "n_pred": 0, + "n_ref": 66904 + }, + "15": { + "Dice": 0.2908907223438289, + "FN": 11424, + "FP": 9633, + "IoU": 0.17020018915510718, + "TN": 149856, + "TP": 4319, + "n_pred": 13952, + "n_ref": 15743 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.22407073998951663, + "FN": 34047, + "FP": 0, + "IoU": 0.12617098272720273, + "TN": 136269, + "TP": 4916, + "n_pred": 4916, + "n_ref": 38963 + }, + "15": { + "Dice": 0.0, + "FN": 21, + "FP": 0, + "IoU": 0.0, + "TN": 175211, + "TP": 0, + "n_pred": 0, + "n_ref": 21 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 265, + "IoU": 0.0, + "TN": 174967, + "TP": 0, + "n_pred": 265, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 175195, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 9409, + "IoU": 0.0, + "TN": 516287, + "TP": 0, + "n_pred": 9409, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1708, + "IoU": 0.0, + "TN": 523988, + "TP": 0, + "n_pred": 1708, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 990, + "IoU": 0.0, + "TN": 524706, + "TP": 0, + "n_pred": 990, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 81, + "IoU": 0.0, + "TN": 525615, + "TP": 0, + "n_pred": 81, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7251529684140896, + "FN": 6445, + "FP": 203, + "IoU": 0.5688156699961084, + "TN": 510278, + "TP": 8770, + "n_pred": 8973, + "n_ref": 15215 + }, + "6": { + "Dice": 0.807704914871874, + "FN": 18834, + "FP": 11085, + "IoU": 0.6774370916618151, + "TN": 432942, + "TP": 62835, + "n_pred": 73920, + "n_ref": 81669 + }, + "7": { + "Dice": 0.8884725530605144, + "FN": 1114, + "FP": 3053, + "IoU": 0.7993257885865639, + "TN": 504931, + "TP": 16598, + "n_pred": 19651, + "n_ref": 17712 + }, + "8": { + "Dice": 0.9578216764548853, + "FN": 721, + "FP": 69, + "IoU": 0.9190573770491803, + "TN": 515936, + "TP": 8970, + "n_pred": 9039, + "n_ref": 9691 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8205120267467418, + "FN": 11596, + "FP": 0, + "IoU": 0.6956510327812918, + "TN": 487595, + "TP": 26505, + "n_pred": 26505, + "n_ref": 38101 + }, + "10": { + "Dice": 0.9149688209431306, + "FN": 1947, + "FP": 1012, + "IoU": 0.8432650034429789, + "TN": 506817, + "TP": 15920, + "n_pred": 16932, + "n_ref": 17867 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3768969422423556, + "FN": 555, + "FP": 2196, + "IoU": 0.2322076472229975, + "TN": 522113, + "TP": 832, + "n_pred": 3028, + "n_ref": 1387 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8771431731868294, + "FN": 6209, + "FP": 455, + "IoU": 0.7811709847962434, + "TN": 495243, + "TP": 23789, + "n_pred": 24244, + "n_ref": 29998 + }, + "5": { + "Dice": 0.0, + "FN": 450, + "FP": 0, + "IoU": 0.0, + "TN": 525246, + "TP": 0, + "n_pred": 0, + "n_ref": 450 + }, + "6": { + "Dice": 0.889149152706654, + "FN": 576, + "FP": 13148, + "IoU": 0.8004217261688359, + "TN": 456931, + "TP": 55041, + "n_pred": 68189, + "n_ref": 55617 + }, + "7": { + "Dice": 0.9509939296042519, + "FN": 10693, + "FP": 593, + "IoU": 0.9065666600437116, + "TN": 404904, + "TP": 109506, + "n_pred": 110099, + "n_ref": 120199 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 172657, + "FP": 0, + "IoU": 0.0, + "TN": 2575, + "TP": 0, + "n_pred": 0, + "n_ref": 172657 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 132671, + "IoU": 0.0, + "TN": 42561, + "TP": 0, + "n_pred": 132671, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1439, + "IoU": 0.0, + "TN": 173793, + "TP": 0, + "n_pred": 1439, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.376, + "FN": 624, + "FP": 0, + "IoU": 0.2315270935960591, + "TN": 174420, + "TP": 188, + "n_pred": 188, + "n_ref": 812 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5321100917431193, + "FN": 35, + "FP": 373, + "IoU": 0.3625, + "TN": 174592, + "TP": 232, + "n_pred": 605, + "n_ref": 267 + }, + "7": { + "Dice": 0.7850396041335175, + "FN": 61433, + "FP": 36, + "IoU": 0.6461441926867458, + "TN": 1520, + "TP": 112243, + "n_pred": 112279, + "n_ref": 173676 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9548346456692913, + "FN": 489, + "FP": 228, + "IoU": 0.9135728061716489, + "TN": 166936, + "TP": 7579, + "n_pred": 7807, + "n_ref": 8068 + }, + "7": { + "Dice": 0.7552162849872773, + "FN": 340, + "FP": 622, + "IoU": 0.60670482420278, + "TN": 172786, + "TP": 1484, + "n_pred": 2106, + "n_ref": 1824 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8933123280949368, + "FN": 16370, + "FP": 154, + "IoU": 0.8071946139575044, + "TN": 264761, + "TP": 69179, + "n_pred": 69333, + "n_ref": 85549 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 33, + "IoU": 0.0, + "TN": 350431, + "TP": 0, + "n_pred": 33, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 350447, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 109, + "IoU": 0.0, + "TN": 350355, + "TP": 0, + "n_pred": 109, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9259310535788453, + "FN": 24035, + "FP": 40, + "IoU": 0.8620778551172983, + "TN": 175909, + "TP": 150480, + "n_pred": 150520, + "n_ref": 174515 + }, + "7": { + "Dice": 0.007508212106992022, + "FN": 2115, + "FP": 0, + "IoU": 0.0037682524729156855, + "TN": 348341, + "TP": 8, + "n_pred": 8, + "n_ref": 2123 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1154, + "IoU": 0.0, + "TN": 349310, + "TP": 0, + "n_pred": 1154, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 525691, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 261, + "IoU": 0.0, + "TN": 525435, + "TP": 0, + "n_pred": 261, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 525695, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1117, + "IoU": 0.0, + "TN": 524579, + "TP": 0, + "n_pred": 1117, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 83, + "IoU": 0.0, + "TN": 525613, + "TP": 0, + "n_pred": 83, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 63, + "IoU": 0.0, + "TN": 525633, + "TP": 0, + "n_pred": 63, + "n_ref": 0 + }, + "2": { + "Dice": 0.6798784295765852, + "FN": 7550, + "FP": 139, + "IoU": 0.51501198435726, + "TN": 509842, + "TP": 8165, + "n_pred": 8304, + "n_ref": 15715 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 7236, + "IoU": 0.0, + "TN": 518460, + "TP": 0, + "n_pred": 7236, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6211017141131163, + "FN": 1743, + "FP": 78541, + "IoU": 0.4504333064085539, + "TN": 379610, + "TP": 65802, + "n_pred": 144343, + "n_ref": 67545 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 221, + "IoU": 0.0, + "TN": 525475, + "TP": 0, + "n_pred": 221, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0350.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.47107722792422446, + "FN": 1359.5719298245613, + "FP": 1843.9228070175438, + "IoU": 0.40383044289079545, + "TN": 260687.66666666666, + "TP": 3568.2070175438594, + "n_pred": 5412.129824561403, + "n_ref": 4927.778947368421 + }, + "mean": { + "1": { + "Dice": 0.31770015408323876, + "FN": 4594.684210526316, + "FP": 626.7368421052631, + "IoU": 0.2952030948864337, + "TN": 256829.36842105264, + "TP": 5408.578947368421, + "n_pred": 6035.315789473684, + "n_ref": 10003.263157894737 + }, + "10": { + "Dice": 0.33894758684252646, + "FN": 1779.421052631579, + "FP": 721.578947368421, + "IoU": 0.2727597651036576, + "TN": 263525.6842105263, + "TP": 1432.6842105263158, + "n_pred": 2154.2631578947367, + "n_ref": 3212.1052631578946 + }, + "11": { + "Dice": 0.3849995393740684, + "FN": 112.42105263157895, + "FP": 61.526315789473685, + "IoU": 0.3170703806849957, + "TN": 267003.2631578947, + "TP": 282.1578947368421, + "n_pred": 343.6842105263158, + "n_ref": 394.57894736842104 + }, + "12": { + "Dice": 0.3114199790925245, + "FN": 119.73684210526316, + "FP": 43.89473684210526, + "IoU": 0.22258096926104923, + "TN": 267210.84210526315, + "TP": 84.89473684210526, + "n_pred": 128.78947368421052, + "n_ref": 204.6315789473684 + }, + "13": { + "Dice": 0.308700600217683, + "FN": 1048.7894736842106, + "FP": 219.26315789473685, + "IoU": 0.2522260624785705, + "TN": 265235.4210526316, + "TP": 955.8947368421053, + "n_pred": 1175.157894736842, + "n_ref": 2004.6842105263158 + }, + "14": { + "Dice": 0.1469856991793513, + "FN": 1457.4736842105262, + "FP": 7717.368421052632, + "IoU": 0.09608497435152971, + "TN": 257402.63157894736, + "TP": 881.8947368421053, + "n_pred": 8599.263157894737, + "n_ref": 2339.3684210526317 + }, + "15": { + "Dice": 0.3995733998185977, + "FN": 2671.2105263157896, + "FP": 142.8421052631579, + "IoU": 0.2923604853520522, + "TN": 261531.84210526315, + "TP": 3113.4736842105262, + "n_pred": 3256.315789473684, + "n_ref": 5784.684210526316 + }, + "2": { + "Dice": 0.6268976762771997, + "FN": 26.36842105263158, + "FP": 735.6842105263158, + "IoU": 0.5791649617084369, + "TN": 265585.63157894736, + "TP": 1111.6842105263158, + "n_pred": 1847.3684210526317, + "n_ref": 1138.0526315789473 + }, + "3": { + "Dice": 0.9561312339117862, + "FN": 197.3684210526316, + "FP": 136.42105263157896, + "IoU": 0.9165196068854798, + "TN": 263268.8947368421, + "TP": 3856.684210526316, + "n_pred": 3993.1052631578946, + "n_ref": 4054.0526315789475 + }, + "4": { + "Dice": 0.35035486167663554, + "FN": 320.10526315789474, + "FP": 235.05263157894737, + "IoU": 0.2760448383446118, + "TN": 266217.7368421053, + "TP": 686.4736842105264, + "n_pred": 921.5263157894736, + "n_ref": 1006.578947368421 + }, + "5": { + "Dice": 0.49127059001267587, + "FN": 255.1578947368421, + "FP": 65.78947368421052, + "IoU": 0.35515525334620524, + "TN": 266925.4736842105, + "TP": 212.94736842105263, + "n_pred": 278.7368421052632, + "n_ref": 468.10526315789474 + }, + "6": { + "Dice": 0.5877939187962996, + "FN": 5512.789473684211, + "FP": 11608.78947368421, + "IoU": 0.5304116211369322, + "TN": 232160.68421052632, + "TP": 18177.105263157893, + "n_pred": 29785.894736842107, + "n_ref": 23689.894736842107 + }, + "7": { + "Dice": 0.4693922956032603, + "FN": 1249.3684210526317, + "FP": 4427.526315789473, + "IoU": 0.4154014948628836, + "TN": 251023.1052631579, + "TP": 10759.368421052632, + "n_pred": 15186.894736842105, + "n_ref": 12008.736842105263 + }, + "8": { + "Dice": 0.6489541829173978, + "FN": 537.0526315789474, + "FP": 550.0526315789474, + "IoU": 0.5701569671056372, + "TN": 264107.5263157895, + "TP": 2264.7368421052633, + "n_pred": 2814.7894736842104, + "n_ref": 2801.7894736842104 + }, + "9": { + "Dice": 0.727036701060121, + "FN": 511.63157894736844, + "FP": 366.3157894736842, + "IoU": 0.666316167853457, + "TN": 262286.8947368421, + "TP": 4294.526315789473, + "n_pred": 4660.8421052631575, + "n_ref": 4806.1578947368425 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9222960284159808, + "FN": 5112, + "FP": 2129, + "IoU": 0.8557971880352093, + "TN": 125018, + "TP": 42973, + "n_pred": 45102, + "n_ref": 48085 + }, + "10": { + "Dice": 0.29321032146461007, + "FN": 3975, + "FP": 928, + "IoU": 0.17179054054054055, + "TN": 169312, + "TP": 1017, + "n_pred": 1945, + "n_ref": 4992 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 175223, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "12": { + "Dice": 0.013120899718837863, + "FN": 379, + "FP": 674, + "IoU": 0.006603773584905661, + "TN": 174172, + "TP": 7, + "n_pred": 681, + "n_ref": 386 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9381297134238311, + "FN": 2808, + "FP": 1294, + "IoU": 0.8834692196244425, + "TN": 140031, + "TP": 31099, + "n_pred": 32393, + "n_ref": 33907 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 508, + "FP": 454, + "IoU": 0.0, + "TN": 174270, + "TP": 0, + "n_pred": 454, + "n_ref": 508 + }, + "7": { + "Dice": 0.8166723321915121, + "FN": 2426, + "FP": 4585, + "IoU": 0.6901489371105317, + "TN": 152605, + "TP": 15616, + "n_pred": 20201, + "n_ref": 18042 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2276, + "IoU": 0.0, + "TN": 523420, + "TP": 0, + "n_pred": 2276, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 525683, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 135454, + "IoU": 0.0, + "TN": 390242, + "TP": 0, + "n_pred": 135454, + "n_ref": 0 + }, + "15": { + "Dice": 0.23246417071784836, + "FN": 12058, + "FP": 99, + "IoU": 0.13151878839834263, + "TN": 511698, + "TP": 1841, + "n_pred": 1940, + "n_ref": 13899 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 9404, + "IoU": 0.0, + "TN": 516292, + "TP": 0, + "n_pred": 9404, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 408, + "IoU": 0.0, + "TN": 525288, + "TP": 0, + "n_pred": 408, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.8567335243553008, + "FN": 605, + "FP": 495, + "IoU": 0.7493734335839599, + "TN": 170843, + "TP": 3289, + "n_pred": 3784, + "n_ref": 3894 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7336352408398518, + "FN": 19, + "FP": 1275, + "IoU": 0.5793237971391417, + "TN": 172156, + "TP": 1782, + "n_pred": 3057, + "n_ref": 1801 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9780546668911714, + "FN": 74, + "FP": 317, + "IoU": 0.9570518453427065, + "TN": 166128, + "TP": 8713, + "n_pred": 9030, + "n_ref": 8787 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.5827740492170023, + "FN": 656, + "FP": 90, + "IoU": 0.4112075769534333, + "TN": 173965, + "TP": 521, + "n_pred": 611, + "n_ref": 1177 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9288505089216833, + "FN": 588, + "FP": 2271, + "IoU": 0.8671530133358115, + "TN": 153711, + "TP": 18662, + "n_pred": 20933, + "n_ref": 19250 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8424386381631037, + "FN": 2, + "FP": 197, + "IoU": 0.7277701778385773, + "TN": 174501, + "TP": 532, + "n_pred": 729, + "n_ref": 534 + }, + "9": { + "Dice": 0.9014784059601878, + "FN": 4653, + "FP": 425, + "IoU": 0.8206287530907806, + "TN": 146922, + "TP": 23232, + "n_pred": 23657, + "n_ref": 27885 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 1031, + "FP": 0, + "IoU": 0.0, + "TN": 174201, + "TP": 0, + "n_pred": 0, + "n_ref": 1031 + }, + "10": { + "Dice": 0.0, + "FN": 144, + "FP": 0, + "IoU": 0.0, + "TN": 175088, + "TP": 0, + "n_pred": 0, + "n_ref": 144 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.3205553878659825, + "FN": 4163, + "FP": 339, + "IoU": 0.19086987778576564, + "TN": 169668, + "TP": 1062, + "n_pred": 1401, + "n_ref": 5225 + }, + "6": { + "Dice": 0.9024107724607254, + "FN": 3718, + "FP": 1674, + "IoU": 0.8221753182507751, + "TN": 144910, + "TP": 24930, + "n_pred": 26604, + "n_ref": 28648 + }, + "7": { + "Dice": 0.6078364565587734, + "FN": 1228, + "FP": 1074, + "IoU": 0.4366128242780225, + "TN": 171146, + "TP": 1784, + "n_pred": 2858, + "n_ref": 3012 + }, + "8": { + "Dice": 0.9408903457756159, + "FN": 990, + "FP": 1805, + "IoU": 0.8883785942492013, + "TN": 150192, + "TP": 22245, + "n_pred": 24050, + "n_ref": 23235 + }, + "9": { + "Dice": 0.9078262268057817, + "FN": 254, + "FP": 4331, + "IoU": 0.8312104255632454, + "TN": 148068, + "TP": 22579, + "n_pred": 26910, + "n_ref": 22833 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.847953216374269, + "FN": 1466, + "FP": 198, + "IoU": 0.7360406091370558, + "TN": 344160, + "TP": 4640, + "n_pred": 4838, + "n_ref": 6106 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7896200185356812, + "FN": 679, + "FP": 910, + "IoU": 0.6523736600306279, + "TN": 345893, + "TP": 2982, + "n_pred": 3892, + "n_ref": 3661 + }, + "6": { + "Dice": 0.873115313140602, + "FN": 2188, + "FP": 4435, + "IoU": 0.7748044882692962, + "TN": 321054, + "TP": 22787, + "n_pred": 27222, + "n_ref": 24975 + }, + "7": { + "Dice": 0.9454163043258438, + "FN": 1991, + "FP": 3407, + "IoU": 0.8964829517124995, + "TN": 298318, + "TP": 46748, + "n_pred": 50155, + "n_ref": 48739 + }, + "8": { + "Dice": 0.5204370700121408, + "FN": 2163, + "FP": 6132, + "IoU": 0.3517505470459519, + "TN": 337668, + "TP": 4501, + "n_pred": 10633, + "n_ref": 6664 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 267, + "IoU": 0.0, + "TN": 350197, + "TP": 0, + "n_pred": 267, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.008618367896579585, + "FN": 3681, + "FP": 0, + "IoU": 0.004327833378414931, + "TN": 171535, + "TP": 16, + "n_pred": 16, + "n_ref": 3697 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 50, + "IoU": 0.0, + "TN": 175182, + "TP": 0, + "n_pred": 50, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 175222, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.36363636363636365, + "FN": 6, + "FP": 1, + "IoU": 0.2222222222222222, + "TN": 175223, + "TP": 2, + "n_pred": 3, + "n_ref": 8 + }, + "6": { + "Dice": 0.9016705832087161, + "FN": 7471, + "FP": 4036, + "IoU": 0.8209473127314598, + "TN": 110966, + "TP": 52759, + "n_pred": 56795, + "n_ref": 60230 + }, + "7": { + "Dice": 0.7801624833272706, + "FN": 4330, + "FP": 24678, + "IoU": 0.6395626242544732, + "TN": 94752, + "TP": 51472, + "n_pred": 76150, + "n_ref": 55802 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3521, + "IoU": 0.0, + "TN": 522175, + "TP": 0, + "n_pred": 3521, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 7057, + "IoU": 0.0, + "TN": 518639, + "TP": 0, + "n_pred": 7057, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.5477468823438599, + "FN": 26071, + "FP": 294, + "IoU": 0.3771703952186341, + "TN": 483365, + "TP": 15966, + "n_pred": 16260, + "n_ref": 42037 + }, + "15": { + "Dice": 0.18150658253486018, + "FN": 9127, + "FP": 1380, + "IoU": 0.09981151473612063, + "TN": 514024, + "TP": 1165, + "n_pred": 2545, + "n_ref": 10292 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 427, + "IoU": 0.0, + "TN": 525269, + "TP": 0, + "n_pred": 427, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 94132, + "IoU": 0.0, + "TN": 431564, + "TP": 0, + "n_pred": 94132, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 47, + "FP": 221, + "IoU": 0.0, + "TN": 525428, + "TP": 0, + "n_pred": 221, + "n_ref": 47 + }, + "8": { + "Dice": 0.33266813011374974, + "FN": 6688, + "FP": 0, + "IoU": 0.1995212447636146, + "TN": 517341, + "TP": 1667, + "n_pred": 1667, + "n_ref": 8355 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 78, + "IoU": 0.0, + "TN": 350386, + "TP": 0, + "n_pred": 78, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 4271, + "IoU": 0.0, + "TN": 346193, + "TP": 0, + "n_pred": 4271, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5690200210748156, + "FN": 52, + "FP": 1175, + "IoU": 0.39764359351988215, + "TN": 348427, + "TP": 810, + "n_pred": 1985, + "n_ref": 862 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4159, + "IoU": 0.0, + "TN": 346305, + "TP": 0, + "n_pred": 4159, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9671191616641218, + "FN": 1867, + "FP": 1277, + "IoU": 0.9363317875296167, + "TN": 301083, + "TP": 46237, + "n_pred": 47514, + "n_ref": 48104 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 19686, + "IoU": 0.0, + "TN": 330778, + "TP": 0, + "n_pred": 19686, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.943677526228603, + "FN": 149, + "FP": 259, + "IoU": 0.8933612127548354, + "TN": 346638, + "TP": 3418, + "n_pred": 3677, + "n_ref": 3567 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9468304882026748, + "FN": 149, + "FP": 340, + "IoU": 0.8990295271525913, + "TN": 345621, + "TP": 4354, + "n_pred": 4694, + "n_ref": 4503 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 119, + "IoU": 0.0, + "TN": 350345, + "TP": 0, + "n_pred": 119, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8478862109838009, + "FN": 224, + "FP": 161, + "IoU": 0.7359396433470508, + "TN": 173774, + "TP": 1073, + "n_pred": 1234, + "n_ref": 1297 + }, + "11": { + "Dice": 0.6832646331409727, + "FN": 1531, + "FP": 390, + "IoU": 0.518908089156023, + "TN": 171239, + "TP": 2072, + "n_pred": 2462, + "n_ref": 3603 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9259259259259259, + "FN": 282, + "FP": 230, + "IoU": 0.8620689655172413, + "TN": 171520, + "TP": 3200, + "n_pred": 3430, + "n_ref": 3482 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9662010476428037, + "FN": 187, + "FP": 355, + "IoU": 0.934612136566534, + "TN": 166943, + "TP": 7747, + "n_pred": 8102, + "n_ref": 7934 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.944112718604706, + "FN": 1195, + "FP": 3541, + "IoU": 0.8941415767004179, + "TN": 130493, + "TP": 40003, + "n_pred": 43544, + "n_ref": 41198 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9184299362354654, + "FN": 2750, + "FP": 947, + "IoU": 0.8491636066911464, + "TN": 150722, + "TP": 20813, + "n_pred": 21760, + "n_ref": 23563 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 81, + "FP": 0, + "IoU": 0.0, + "TN": 175151, + "TP": 0, + "n_pred": 0, + "n_ref": 81 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.14486638537271448, + "FN": 9598, + "FP": 130, + "IoU": 0.07808946171341925, + "TN": 164680, + "TP": 824, + "n_pred": 954, + "n_ref": 10422 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8186453974895398, + "FN": 5331, + "FP": 217, + "IoU": 0.6929717764250138, + "TN": 157162, + "TP": 12522, + "n_pred": 12739, + "n_ref": 17853 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9499250626812152, + "FN": 3047, + "FP": 528, + "IoU": 0.9046259737487995, + "TN": 137748, + "TP": 33909, + "n_pred": 34437, + "n_ref": 36956 + }, + "7": { + "Dice": 0.025308241401687217, + "FN": 2992, + "FP": 12, + "IoU": 0.012816299704239238, + "TN": 172189, + "TP": 39, + "n_pred": 51, + "n_ref": 3031 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9139048991354467, + "FN": 1737, + "FP": 653, + "IoU": 0.8414593698175787, + "TN": 510621, + "TP": 12685, + "n_pred": 13338, + "n_ref": 14422 + }, + "10": { + "Dice": 0.7872340425531915, + "FN": 3661, + "FP": 679, + "IoU": 0.6491228070175439, + "TN": 513327, + "TP": 8029, + "n_pred": 8708, + "n_ref": 11690 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 275, + "IoU": 0.0, + "TN": 525421, + "TP": 0, + "n_pred": 275, + "n_ref": 0 + }, + "12": { + "Dice": 0.6097190584662111, + "FN": 1896, + "FP": 160, + "IoU": 0.4385581649371928, + "TN": 522034, + "TP": 1606, + "n_pred": 1766, + "n_ref": 3502 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.1871816135528966, + "FN": 1621, + "FP": 5240, + "IoU": 0.10325447653901451, + "TN": 518045, + "TP": 790, + "n_pred": 6030, + "n_ref": 2411 + }, + "15": { + "Dice": 0.7847494462030845, + "FN": 29568, + "FP": 1235, + "IoU": 0.6457511529216934, + "TN": 438743, + "TP": 56150, + "n_pred": 57385, + "n_ref": 85718 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9741327543997413, + "FN": 942, + "FP": 1298, + "IoU": 0.9495699941465172, + "TN": 481278, + "TP": 42178, + "n_pred": 43476, + "n_ref": 43120 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1045, + "IoU": 0.0, + "TN": 524651, + "TP": 0, + "n_pred": 1045, + "n_ref": 0 + }, + "7": { + "Dice": 0.9299446931788254, + "FN": 1423, + "FP": 173, + "IoU": 0.8690622692591681, + "TN": 513507, + "TP": 10593, + "n_pred": 10766, + "n_ref": 12016 + }, + "8": { + "Dice": 0.981409377570606, + "FN": 211, + "FP": 128, + "IoU": 0.9634973619037364, + "TN": 516409, + "TP": 8948, + "n_pred": 9076, + "n_ref": 9159 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9631364997860505, + "FN": 236, + "FP": 3210, + "IoU": 0.9288942079524586, + "TN": 126769, + "TP": 45017, + "n_pred": 48227, + "n_ref": 45253 + }, + "10": { + "Dice": 0.0, + "FN": 376, + "FP": 0, + "IoU": 0.0, + "TN": 174856, + "TP": 0, + "n_pred": 0, + "n_ref": 376 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9329173166926678, + "FN": 35, + "FP": 8, + "IoU": 0.8742690058479532, + "TN": 174890, + "TP": 299, + "n_pred": 307, + "n_ref": 334 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1504, + "IoU": 0.0, + "TN": 173728, + "TP": 0, + "n_pred": 1504, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.05134559151509144, + "FN": 75502, + "FP": 1062, + "IoU": 0.026349254794241824, + "TN": 271828, + "TP": 2072, + "n_pred": 3134, + "n_ref": 77574 + }, + "10": { + "Dice": 0.341848583372039, + "FN": 10821, + "FP": 515, + "IoU": 0.2061624649859944, + "TN": 336184, + "TP": 2944, + "n_pred": 3459, + "n_ref": 13765 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1371, + "IoU": 0.0, + "TN": 349093, + "TP": 0, + "n_pred": 1371, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 11420, + "IoU": 0.0, + "TN": 339044, + "TP": 0, + "n_pred": 11420, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4000333261920065, + "FN": 61568, + "FP": 89656, + "IoU": 0.25002603662981865, + "TN": 148825, + "TP": 50415, + "n_pred": 140071, + "n_ref": 111983 + }, + "7": { + "Dice": 0.14622141709676317, + "FN": 2255, + "FP": 22724, + "IoU": 0.07887749834058559, + "TN": 323346, + "TP": 2139, + "n_pred": 24863, + "n_ref": 4394 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 175226, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "10": { + "Dice": 0.8857322664748719, + "FN": 660, + "FP": 611, + "IoU": 0.7949007584314991, + "TN": 169035, + "TP": 4926, + "n_pred": 5537, + "n_ref": 5586 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 175213, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8094463975399006, + "FN": 22397, + "FP": 1398, + "IoU": 0.6798907633115399, + "TN": 100898, + "TP": 50539, + "n_pred": 51937, + "n_ref": 72936 + }, + "7": { + "Dice": 0.9094614959289656, + "FN": 5347, + "FP": 3004, + "IoU": 0.8339563367399689, + "TN": 124938, + "TP": 41943, + "n_pred": 44947, + "n_ref": 47290 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1327, + "IoU": 0.0, + "TN": 173905, + "TP": 0, + "n_pred": 1327, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.19339444932814265, + "FN": 47, + "FP": 6376, + "IoU": 0.10704851939385514, + "TN": 168039, + "TP": 770, + "n_pred": 7146, + "n_ref": 817 + }, + "7": { + "Dice": 0.9469436933465962, + "FN": 1664, + "FP": 2123, + "IoU": 0.8992336756958118, + "TN": 137650, + "TP": 33795, + "n_pred": 35918, + "n_ref": 35459 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.40245398773006136, + "FN": 12401, + "FP": 1235, + "IoU": 0.2519201228878648, + "TN": 157004, + "TP": 4592, + "n_pred": 5827, + "n_ref": 16993 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6651772496029716, + "FN": 10028, + "FP": 2411, + "IoU": 0.49832627545876185, + "TN": 150437, + "TP": 12356, + "n_pred": 14767, + "n_ref": 22384 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9313304721030042, + "FN": 39, + "FP": 25, + "IoU": 0.8714859437751004, + "TN": 174734, + "TP": 434, + "n_pred": 459, + "n_ref": 473 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 95, + "FP": 0, + "IoU": 0.0, + "TN": 175137, + "TP": 0, + "n_pred": 0, + "n_ref": 95 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1901, + "IoU": 0.0, + "TN": 173331, + "TP": 0, + "n_pred": 1901, + "n_ref": 0 + }, + "8": { + "Dice": 0.9248357187865694, + "FN": 150, + "FP": 685, + "IoU": 0.8601808439383791, + "TN": 169260, + "TP": 5137, + "n_pred": 5822, + "n_ref": 5287 + }, + "9": { + "Dice": 0.9074489362991697, + "FN": 2064, + "FP": 990, + "IoU": 0.8305780539221125, + "TN": 157206, + "TP": 14972, + "n_pred": 15962, + "n_ref": 17036 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.44269347135094494, + "FN": 2429.150877192982, + "FP": 1737.7894736842106, + "IoU": 0.37684633953815777, + "TN": 366571.08070175437, + "TP": 7394.1894736842105, + "n_pred": 9131.97894736842, + "n_ref": 9823.340350877193 + }, + "mean": { + "1": { + "Dice": 0.47265813551172076, + "FN": 3851.315789473684, + "FP": 528.2105263157895, + "IoU": 0.4133108015909249, + "TN": 362553.05263157893, + "TP": 11199.631578947368, + "n_pred": 11727.842105263158, + "n_ref": 15050.947368421053 + }, + "10": { + "Dice": 0.6431002130147995, + "FN": 1577.9473684210527, + "FP": 1230.5263157894738, + "IoU": 0.5288015573622781, + "TN": 371296.94736842107, + "TP": 4026.7894736842104, + "n_pred": 5257.315789473684, + "n_ref": 5604.736842105263 + }, + "11": { + "Dice": 0.3974855853413728, + "FN": 300.2631578947368, + "FP": 86.36842105263158, + "IoU": 0.3305621381810312, + "TN": 377450.94736842107, + "TP": 294.63157894736844, + "n_pred": 381.0, + "n_ref": 594.8947368421053 + }, + "12": { + "Dice": 0.20421079675265003, + "FN": 483.0, + "FP": 83.26315789473684, + "IoU": 0.13615413675031326, + "TN": 377399.4736842105, + "TP": 166.47368421052633, + "n_pred": 249.73684210526315, + "n_ref": 649.4736842105264 + }, + "13": { + "Dice": 0.4112127710064362, + "FN": 1444.2105263157894, + "FP": 543.9473684210526, + "IoU": 0.325017159951177, + "TN": 374306.2105263158, + "TP": 1837.842105263158, + "n_pred": 2381.7894736842104, + "n_ref": 3282.0526315789475 + }, + "14": { + "Dice": 0.2575151964317295, + "FN": 4888.315789473684, + "FP": 523.1578947368421, + "IoU": 0.21747102343105765, + "TN": 366653.15789473685, + "TP": 6067.578947368421, + "n_pred": 6590.736842105263, + "n_ref": 10955.894736842105 + }, + "15": { + "Dice": 0.21703872862003074, + "FN": 113.6842105263158, + "FP": 922.421052631579, + "IoU": 0.160902463462668, + "TN": 376360.7894736842, + "TP": 735.3157894736842, + "n_pred": 1657.7368421052631, + "n_ref": 849.0 + }, + "2": { + "Dice": 0.37077496614126076, + "FN": 7784.1578947368425, + "FP": 4586.631578947368, + "IoU": 0.3463366543522197, + "TN": 354091.4210526316, + "TP": 11670.0, + "n_pred": 16256.631578947368, + "n_ref": 19454.157894736843 + }, + "3": { + "Dice": 0.5086030063240284, + "FN": 4393.789473684211, + "FP": 7057.894736842105, + "IoU": 0.44296025152043583, + "TN": 359787.8947368421, + "TP": 6892.631578947368, + "n_pred": 13950.526315789473, + "n_ref": 11286.421052631578 + }, + "4": { + "Dice": 0.2114285714285714, + "FN": 5.7894736842105265, + "FP": 63.94736842105263, + "IoU": 0.15481171548117154, + "TN": 378056.63157894736, + "TP": 5.842105263157895, + "n_pred": 69.78947368421052, + "n_ref": 11.631578947368421 + }, + "5": { + "Dice": 0.3492105100950759, + "FN": 756.3157894736842, + "FP": 38.21052631578947, + "IoU": 0.27651566796385624, + "TN": 376639.3157894737, + "TP": 698.3684210526316, + "n_pred": 736.578947368421, + "n_ref": 1454.6842105263158 + }, + "6": { + "Dice": 0.5821296308963987, + "FN": 1250.157894736842, + "FP": 6706.736842105263, + "IoU": 0.5447938494780972, + "TN": 337481.8947368421, + "TP": 32693.42105263158, + "n_pred": 39400.15789473684, + "n_ref": 33943.57894736842 + }, + "7": { + "Dice": 0.6570590862193829, + "FN": 4782.631578947368, + "FP": 1278.0, + "IoU": 0.5757930909002839, + "TN": 351935.84210526315, + "TP": 20135.736842105263, + "n_pred": 21413.736842105263, + "n_ref": 24918.36842105263 + }, + "8": { + "Dice": 0.6838435742838348, + "FN": 2658.842105263158, + "FP": 1305.3684210526317, + "IoU": 0.6238282312878224, + "TN": 364730.5263157895, + "TP": 9437.473684210527, + "n_pred": 10742.842105263158, + "n_ref": 12096.315789473685 + }, + "9": { + "Dice": 0.6741312981968823, + "FN": 2146.842105263158, + "FP": 1112.157894736842, + "IoU": 0.5754363513590288, + "TN": 369822.1052631579, + "TP": 5051.105263157895, + "n_pred": 6163.263157894737, + "n_ref": 7197.9473684210525 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9761588452838318, + "FN": 777, + "FP": 551, + "IoU": 0.9534280203401718, + "TN": 146717, + "TP": 27187, + "n_pred": 27738, + "n_ref": 27964 + }, + "10": { + "Dice": 0.8876628556235043, + "FN": 472, + "FP": 1218, + "IoU": 0.7980160152981953, + "TN": 166865, + "TP": 6677, + "n_pred": 7895, + "n_ref": 7149 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.1350210970464135, + "FN": 169, + "FP": 36, + "IoU": 0.07239819004524888, + "TN": 175011, + "TP": 16, + "n_pred": 52, + "n_ref": 185 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1094, + "IoU": 0.0, + "TN": 174138, + "TP": 0, + "n_pred": 1094, + "n_ref": 0 + }, + "3": { + "Dice": 0.9357414643301994, + "FN": 1720, + "FP": 5812, + "IoU": 0.8792426210058839, + "TN": 112859, + "TP": 54841, + "n_pred": 60653, + "n_ref": 56561 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 350447, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9174369875493471, + "FN": 729, + "FP": 6068, + "IoU": 0.847467516438141, + "TN": 305903, + "TP": 37764, + "n_pred": 43832, + "n_ref": 38493 + }, + "15": { + "Dice": 0.6511161858600922, + "FN": 2160, + "FP": 12812, + "IoU": 0.48270739038800403, + "TN": 321521, + "TP": 13971, + "n_pred": 26783, + "n_ref": 16131 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 196, + "IoU": 0.0, + "TN": 350268, + "TP": 0, + "n_pred": 196, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9764028749870475, + "FN": 2051, + "FP": 2959, + "IoU": 0.953893725497414, + "TN": 241802, + "TP": 103652, + "n_pred": 106611, + "n_ref": 105703 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7598265112496612, + "FN": 857, + "FP": 915, + "IoU": 0.6126775956284153, + "TN": 521121, + "TP": 2803, + "n_pred": 3718, + "n_ref": 3660 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5816062176165803, + "FN": 632, + "FP": 14, + "IoU": 0.4100456621004566, + "TN": 524601, + "TP": 449, + "n_pred": 463, + "n_ref": 1081 + }, + "14": { + "Dice": 0.6276541910410299, + "FN": 91701, + "FP": 274, + "IoU": 0.45735862414820494, + "TN": 356201, + "TP": 77520, + "n_pred": 77794, + "n_ref": 169221 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9483362920478856, + "FN": 1077, + "FP": 1193, + "IoU": 0.9017486149584487, + "TN": 502592, + "TP": 20834, + "n_pred": 22027, + "n_ref": 21911 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6342857142857142, + "FN": 110, + "FP": 18, + "IoU": 0.46443514644351463, + "TN": 525457, + "TP": 111, + "n_pred": 129, + "n_ref": 221 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9563306336738432, + "FN": 1453, + "FP": 1766, + "IoU": 0.9163157073779442, + "TN": 487230, + "TP": 35247, + "n_pred": 37013, + "n_ref": 36700 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9520972486909541, + "FN": 1814, + "FP": 775, + "IoU": 0.9085740518398192, + "TN": 497378, + "TP": 25729, + "n_pred": 26504, + "n_ref": 27543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.363151033583711, + "FN": 10183, + "FP": 76, + "IoU": 0.22185983009708737, + "TN": 862976, + "TP": 2925, + "n_pred": 3001, + "n_ref": 13108 + }, + "10": { + "Dice": 0.642949720670391, + "FN": 8671, + "FP": 7307, + "IoU": 0.47378474509287316, + "TN": 845796, + "TP": 14386, + "n_pred": 21693, + "n_ref": 23057 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.35435504838942655, + "FN": 14189, + "FP": 8160, + "IoU": 0.2153289797064813, + "TN": 847678, + "TP": 6133, + "n_pred": 14293, + "n_ref": 20322 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9026402192494505, + "FN": 12370, + "FP": 9158, + "IoU": 0.8225563166093816, + "TN": 754837, + "TP": 99795, + "n_pred": 108953, + "n_ref": 112165 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1635, + "IoU": 0.0, + "TN": 874525, + "TP": 0, + "n_pred": 1635, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 87, + "IoU": 0.0, + "TN": 876073, + "TP": 0, + "n_pred": 87, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9752619900257047, + "FN": 1635, + "FP": 7373, + "IoU": 0.9517183714598118, + "TN": 689588, + "TP": 177564, + "n_pred": 184937, + "n_ref": 179199 + }, + "7": { + "Dice": 0.8083945509519515, + "FN": 79639, + "FP": 7242, + "IoU": 0.6784079005326493, + "TN": 606001, + "TP": 183278, + "n_pred": 190520, + "n_ref": 262917 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.527580501463663, + "FN": 4087, + "FP": 14472, + "IoU": 0.3583085540419058, + "TN": 847238, + "TP": 10363, + "n_pred": 24835, + "n_ref": 14450 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 448, + "FP": 0, + "IoU": 0.0, + "TN": 174784, + "TP": 0, + "n_pred": 0, + "n_ref": 448 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7786116322701688, + "FN": 210, + "FP": 734, + "IoU": 0.6374807987711214, + "TN": 347860, + "TP": 1660, + "n_pred": 2394, + "n_ref": 1870 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 630, + "IoU": 0.0, + "TN": 349834, + "TP": 0, + "n_pred": 630, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8910854158895934, + "FN": 834, + "FP": 334, + "IoU": 0.803565422132526, + "TN": 344518, + "TP": 4778, + "n_pred": 5112, + "n_ref": 5612 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 350461, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "7": { + "Dice": 0.991665212924735, + "FN": 2266, + "FP": 314, + "IoU": 0.983468214759424, + "TN": 194401, + "TP": 153483, + "n_pred": 153797, + "n_ref": 155749 + }, + "8": { + "Dice": 0.9814346727098405, + "FN": 849, + "FP": 642, + "IoU": 0.9635461235666609, + "TN": 309563, + "TP": 39410, + "n_pred": 40052, + "n_ref": 40259 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 350461, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.04756756756756757, + "FN": 2643, + "FP": 0, + "IoU": 0.024363233665559248, + "TN": 347755, + "TP": 66, + "n_pred": 66, + "n_ref": 2709 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1469, + "IoU": 0.0, + "TN": 348995, + "TP": 0, + "n_pred": 1469, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7390461554581492, + "FN": 12350, + "FP": 2593, + "IoU": 0.5861008780433759, + "TN": 139129, + "TP": 21160, + "n_pred": 23753, + "n_ref": 33510 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 458, + "IoU": 0.0, + "TN": 174774, + "TP": 0, + "n_pred": 458, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 55, + "IoU": 0.0, + "TN": 175177, + "TP": 0, + "n_pred": 55, + "n_ref": 0 + }, + "6": { + "Dice": 0.9358230495096163, + "FN": 1477, + "FP": 5060, + "IoU": 0.8793866932359128, + "TN": 121034, + "TP": 47661, + "n_pred": 52721, + "n_ref": 49138 + }, + "7": { + "Dice": 0.8302920202814458, + "FN": 5700, + "FP": 559, + "IoU": 0.7098284654612889, + "TN": 153662, + "TP": 15311, + "n_pred": 15870, + "n_ref": 21011 + }, + "8": { + "Dice": 0.9524037885145666, + "FN": 20, + "FP": 377, + "IoU": 0.9091325246051728, + "TN": 170863, + "TP": 3972, + "n_pred": 4349, + "n_ref": 3992 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 585, + "IoU": 0.0, + "TN": 349879, + "TP": 0, + "n_pred": 585, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 320, + "IoU": 0.0, + "TN": 350144, + "TP": 0, + "n_pred": 320, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 918, + "IoU": 0.0, + "TN": 349546, + "TP": 0, + "n_pred": 918, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 50497, + "IoU": 0.0, + "TN": 299967, + "TP": 0, + "n_pred": 50497, + "n_ref": 0 + }, + "3": { + "Dice": 0.3966230756497269, + "FN": 68387, + "FP": 868, + "IoU": 0.2473673342969234, + "TN": 258447, + "TP": 22762, + "n_pred": 23630, + "n_ref": 91149 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 3796, + "IoU": 0.0, + "TN": 346668, + "TP": 0, + "n_pred": 3796, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9746692445424792, + "FN": 837, + "FP": 4836, + "IoU": 0.9505900796934198, + "TN": 235649, + "TP": 109142, + "n_pred": 113978, + "n_ref": 109979 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1378, + "IoU": 0.0, + "TN": 349086, + "TP": 0, + "n_pred": 1378, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 177, + "IoU": 0.0, + "TN": 350287, + "TP": 0, + "n_pred": 177, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 61, + "FP": 0, + "IoU": 0.0, + "TN": 350403, + "TP": 0, + "n_pred": 0, + "n_ref": 61 + }, + "6": { + "Dice": 0.13326457861578817, + "FN": 359, + "FP": 38300, + "IoU": 0.07138910907737023, + "TN": 308833, + "TP": 2972, + "n_pred": 41272, + "n_ref": 3331 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8681854150181167, + "FN": 804, + "FP": 2361, + "IoU": 0.7670738887253459, + "TN": 336876, + "TP": 10423, + "n_pred": 12784, + "n_ref": 11227 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3506, + "IoU": 0.0, + "TN": 171726, + "TP": 0, + "n_pred": 3506, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 262, + "FP": 119, + "IoU": 0.0, + "TN": 174851, + "TP": 0, + "n_pred": 119, + "n_ref": 262 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1287, + "IoU": 0.0, + "TN": 173945, + "TP": 0, + "n_pred": 1287, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 2108, + "IoU": 0.0, + "TN": 173124, + "TP": 0, + "n_pred": 2108, + "n_ref": 0 + }, + "9": { + "Dice": 0.89183979438852, + "FN": 2104, + "FP": 421, + "IoU": 0.8047931967529958, + "TN": 162297, + "TP": 10410, + "n_pred": 10831, + "n_ref": 12514 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9187114780788463, + "FN": 9554, + "FP": 232, + "IoU": 0.8496450849645085, + "TN": 110146, + "TP": 55300, + "n_pred": 55532, + "n_ref": 64854 + }, + "10": { + "Dice": 0.26666666666666666, + "FN": 37, + "FP": 7, + "IoU": 0.15384615384615385, + "TN": 175180, + "TP": 8, + "n_pred": 15, + "n_ref": 45 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8992094861660079, + "FN": 15, + "FP": 87, + "IoU": 0.8168761220825853, + "TN": 174675, + "TP": 455, + "n_pred": 542, + "n_ref": 470 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3483, + "IoU": 0.0, + "TN": 171749, + "TP": 0, + "n_pred": 3483, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9319708581701202, + "FN": 607, + "FP": 112, + "IoU": 0.8726080793763289, + "TN": 344820, + "TP": 4925, + "n_pred": 5037, + "n_ref": 5532 + }, + "10": { + "Dice": 0.8751692822432885, + "FN": 793, + "FP": 774, + "IoU": 0.7780453257790368, + "TN": 343404, + "TP": 5493, + "n_pred": 6267, + "n_ref": 6286 + }, + "11": { + "Dice": 0.8301158301158301, + "FN": 487, + "FP": 657, + "IoU": 0.7095709570957096, + "TN": 346525, + "TP": 2795, + "n_pred": 3452, + "n_ref": 3282 + }, + "12": { + "Dice": 0.0, + "FN": 160, + "FP": 0, + "IoU": 0.0, + "TN": 350304, + "TP": 0, + "n_pred": 0, + "n_ref": 160 + }, + "13": { + "Dice": 0.9077964924466053, + "FN": 494, + "FP": 37, + "IoU": 0.8311605723370429, + "TN": 347319, + "TP": 2614, + "n_pred": 2651, + "n_ref": 3108 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9726254666113646, + "FN": 37, + "FP": 227, + "IoU": 0.9467097295115059, + "TN": 345510, + "TP": 4690, + "n_pred": 4917, + "n_ref": 4727 + }, + "3": { + "Dice": 0.9829127046543219, + "FN": 83, + "FP": 156, + "IoU": 0.9663995501194995, + "TN": 343351, + "TP": 6874, + "n_pred": 7030, + "n_ref": 6957 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6291928721174004, + "FN": 2748, + "FP": 82, + "IoU": 0.45899445612693557, + "TN": 345233, + "TP": 2401, + "n_pred": 2483, + "n_ref": 5149 + }, + "6": { + "Dice": 0.9407691097004355, + "FN": 3478, + "FP": 1038, + "IoU": 0.8881624566617137, + "TN": 310084, + "TP": 35864, + "n_pred": 36902, + "n_ref": 39342 + }, + "7": { + "Dice": 0.949485060892039, + "FN": 1570, + "FP": 1010, + "IoU": 0.9038282327505871, + "TN": 323637, + "TP": 24247, + "n_pred": 25257, + "n_ref": 25817 + }, + "8": { + "Dice": 0.9757630341238868, + "FN": 544, + "FP": 667, + "IoU": 0.9526731280287635, + "TN": 324876, + "TP": 24377, + "n_pred": 25044, + "n_ref": 24921 + }, + "9": { + "Dice": 0.8280080482897384, + "FN": 1470, + "FP": 2804, + "IoU": 0.7064963603900564, + "TN": 335902, + "TP": 10288, + "n_pred": 13092, + "n_ref": 11758 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 175227, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 65, + "IoU": 0.0, + "TN": 175167, + "TP": 0, + "n_pred": 65, + "n_ref": 0 + }, + "3": { + "Dice": 0.9542041248016923, + "FN": 302, + "FP": 131, + "IoU": 0.9124190938511327, + "TN": 170288, + "TP": 4511, + "n_pred": 4642, + "n_ref": 4813 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1025, + "IoU": 0.0, + "TN": 349439, + "TP": 0, + "n_pred": 1025, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 767, + "IoU": 0.0, + "TN": 349697, + "TP": 0, + "n_pred": 767, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 225, + "FP": 0, + "IoU": 0.0, + "TN": 350239, + "TP": 0, + "n_pred": 0, + "n_ref": 225 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 51, + "IoU": 0.0, + "TN": 350413, + "TP": 0, + "n_pred": 51, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.6940682155215028, + "FN": 46759, + "FP": 2753, + "IoU": 0.5314735606949544, + "TN": 244788, + "TP": 56164, + "n_pred": 58917, + "n_ref": 102923 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8127270732850461, + "FN": 48316, + "FP": 8023, + "IoU": 0.6845326419880283, + "TN": 1048035, + "TP": 122250, + "n_pred": 130273, + "n_ref": 170566 + }, + "10": { + "Dice": 0.8257524208322429, + "FN": 1820, + "FP": 1509, + "IoU": 0.7032183293215655, + "TN": 1215407, + "TP": 7888, + "n_pred": 9397, + "n_ref": 9708 + }, + "11": { + "Dice": 0.0, + "FN": 4361, + "FP": 65, + "IoU": 0.0, + "TN": 1222198, + "TP": 0, + "n_pred": 65, + "n_ref": 4361 + }, + "12": { + "Dice": 0.2518954598162519, + "FN": 7714, + "FP": 673, + "IoU": 0.14409633636085314, + "TN": 1216825, + "TP": 1412, + "n_pred": 2085, + "n_ref": 9126 + }, + "13": { + "Dice": 0.7996339770289032, + "FN": 11815, + "FP": 885, + "IoU": 0.666158456442879, + "TN": 1188582, + "TP": 25342, + "n_pred": 26227, + "n_ref": 37157 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 131988, + "FP": 499, + "IoU": 0.0, + "TN": 1094137, + "TP": 0, + "n_pred": 499, + "n_ref": 131988 + }, + "3": { + "Dice": 0.35350766345997064, + "FN": 2694, + "FP": 124184, + "IoU": 0.21470349762018234, + "TN": 1065057, + "TP": 34689, + "n_pred": 158873, + "n_ref": 37383 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1110, + "IoU": 0.0, + "TN": 1225514, + "TP": 0, + "n_pred": 1110, + "n_ref": 0 + }, + "5": { + "Dice": 0.5378686026709689, + "FN": 10200, + "FP": 112, + "IoU": 0.3678661190461595, + "TN": 1210311, + "TP": 6001, + "n_pred": 6113, + "n_ref": 16201 + }, + "6": { + "Dice": 0.7299427606268181, + "FN": 12222, + "FP": 62606, + "IoU": 0.5747321758404137, + "TN": 1050669, + "TP": 101127, + "n_pred": 163733, + "n_ref": 113349 + }, + "7": { + "Dice": 0.7487419746659726, + "FN": 1616, + "FP": 1280, + "IoU": 0.598391346553876, + "TN": 1219413, + "TP": 4315, + "n_pred": 5595, + "n_ref": 5931 + }, + "8": { + "Dice": 0.2570744582898533, + "FN": 251, + "FP": 11852, + "IoU": 0.14749594984855954, + "TN": 1212427, + "TP": 2094, + "n_pred": 13946, + "n_ref": 2345 + }, + "9": { + "Dice": 0.6512080795271846, + "FN": 30511, + "FP": 295, + "IoU": 0.4828084077630784, + "TN": 1167060, + "TP": 28758, + "n_pred": 29053, + "n_ref": 59269 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 89, + "IoU": 0.0, + "TN": 350375, + "TP": 0, + "n_pred": 89, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7355371900826446, + "FN": 40, + "FP": 24, + "IoU": 0.5816993464052288, + "TN": 350311, + "TP": 89, + "n_pred": 113, + "n_ref": 129 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9261608508271931, + "FN": 2095, + "FP": 6403, + "IoU": 0.8624763322706456, + "TN": 288671, + "TP": 53295, + "n_pred": 59698, + "n_ref": 55390 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.20363636363636364, + "FN": 1095, + "FP": 0, + "IoU": 0.11336032388663968, + "TN": 349229, + "TP": 140, + "n_pred": 140, + "n_ref": 1235 + }, + "10": { + "Dice": 0.7720431833687844, + "FN": 5628, + "FP": 5732, + "IoU": 0.6287217701081805, + "TN": 319867, + "TP": 19237, + "n_pred": 24969, + "n_ref": 24865 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 350460, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "12": { + "Dice": 0.6341374269005848, + "FN": 1134, + "FP": 868, + "IoU": 0.4642761573454643, + "TN": 346727, + "TP": 1735, + "n_pred": 2603, + "n_ref": 2869 + }, + "13": { + "Dice": 0.6463104325699746, + "FN": 310, + "FP": 107, + "IoU": 0.4774436090225564, + "TN": 349666, + "TP": 381, + "n_pred": 488, + "n_ref": 691 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 2648, + "IoU": 0.0, + "TN": 347816, + "TP": 0, + "n_pred": 2648, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8841476835039067, + "FN": 2427, + "FP": 22839, + "IoU": 0.792351882442861, + "TN": 228787, + "TP": 96411, + "n_pred": 119250, + "n_ref": 98838 + }, + "3": { + "Dice": 0.563831544178365, + "FN": 10281, + "FP": 283, + "IoU": 0.3925942962281509, + "TN": 333072, + "TP": 6828, + "n_pred": 7111, + "n_ref": 17109 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9452209599714506, + "FN": 241, + "FP": 680, + "IoU": 0.8961317243712642, + "TN": 341597, + "TP": 7946, + "n_pred": 8626, + "n_ref": 8187 + }, + "7": { + "Dice": 0.2708347838195363, + "FN": 79, + "FP": 10394, + "IoU": 0.1566274762441617, + "TN": 338046, + "TP": 1945, + "n_pred": 12339, + "n_ref": 2024 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0383.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.46151495466913456, + "FN": 1771.2175438596491, + "FP": 1776.6175438596488, + "IoU": 0.37984461470376113, + "TN": 277253.04561403504, + "TP": 5103.9614035087725, + "n_pred": 6880.578947368423, + "n_ref": 6875.17894736842 + }, + "mean": { + "1": { + "Dice": 0.6123228681990782, + "FN": 1428.2105263157894, + "FP": 418.8421052631579, + "IoU": 0.5189117502120781, + "TN": 280903.05263157893, + "TP": 3154.7368421052633, + "n_pred": 3573.5789473684213, + "n_ref": 4582.9473684210525 + }, + "10": { + "Dice": 0.45427076502148916, + "FN": 1536.6842105263158, + "FP": 804.8421052631579, + "IoU": 0.3546982123468723, + "TN": 281509.5263157895, + "TP": 2053.7894736842104, + "n_pred": 2858.6315789473683, + "n_ref": 3590.4736842105262 + }, + "11": { + "Dice": 0.12643286800590173, + "FN": 155.8421052631579, + "FP": 221.10526315789474, + "IoU": 0.10184677271896142, + "TN": 285234.7368421053, + "TP": 293.1578947368421, + "n_pred": 514.2631578947369, + "n_ref": 449.0 + }, + "12": { + "Dice": 0.14264983702879172, + "FN": 483.1578947368421, + "FP": 50.578947368421055, + "IoU": 0.09328872967701757, + "TN": 285254.84210526315, + "TP": 116.26315789473684, + "n_pred": 166.8421052631579, + "n_ref": 599.421052631579 + }, + "13": { + "Dice": 0.4379613039389246, + "FN": 1544.2631578947369, + "FP": 908.2105263157895, + "IoU": 0.34115749016730385, + "TN": 280848.84210526315, + "TP": 2603.5263157894738, + "n_pred": 3511.7368421052633, + "n_ref": 4147.789473684211 + }, + "14": { + "Dice": 0.3790038734522649, + "FN": 360.1578947368421, + "FP": 2882.684210526316, + "IoU": 0.3340079724525505, + "TN": 280651.0, + "TP": 2011.0, + "n_pred": 4893.684210526316, + "n_ref": 2371.157894736842 + }, + "15": { + "Dice": 0.39508441796744886, + "FN": 3501.0526315789475, + "FP": 855.6315789473684, + "IoU": 0.28250542798758554, + "TN": 279227.2631578947, + "TP": 2320.8947368421054, + "n_pred": 3176.5263157894738, + "n_ref": 5821.9473684210525 + }, + "2": { + "Dice": 0.44365683679487317, + "FN": 5809.894736842105, + "FP": 1294.8947368421052, + "IoU": 0.37760996716431794, + "TN": 270255.05263157893, + "TP": 8545.0, + "n_pred": 9839.894736842105, + "n_ref": 14354.894736842105 + }, + "3": { + "Dice": 0.4899509005182741, + "FN": 1239.2105263157894, + "FP": 5538.9473684210525, + "IoU": 0.4073317194399327, + "TN": 276443.8947368421, + "TP": 2682.7894736842104, + "n_pred": 8221.736842105263, + "n_ref": 3922.0 + }, + "4": { + "Dice": 0.4150803048992044, + "FN": 314.94736842105266, + "FP": 404.94736842105266, + "IoU": 0.2977712522815013, + "TN": 284749.2631578947, + "TP": 435.6842105263158, + "n_pred": 840.6315789473684, + "n_ref": 750.6315789473684 + }, + "5": { + "Dice": 0.5782093148023161, + "FN": 401.2631578947368, + "FP": 540.4736842105264, + "IoU": 0.4445551686673558, + "TN": 283784.84210526315, + "TP": 1178.2631578947369, + "n_pred": 1718.7368421052631, + "n_ref": 1579.5263157894738 + }, + "6": { + "Dice": 0.4832475569562224, + "FN": 3034.157894736842, + "FP": 7791.526315789473, + "IoU": 0.4433955215514092, + "TN": 244227.57894736843, + "TP": 30851.57894736842, + "n_pred": 38643.10526315789, + "n_ref": 33885.73684210526 + }, + "7": { + "Dice": 0.49917009309763255, + "FN": 5403.526315789473, + "FP": 3442.2631578947367, + "IoU": 0.3922813283354425, + "TN": 265908.6842105263, + "TP": 11150.368421052632, + "n_pred": 14592.631578947368, + "n_ref": 16553.894736842107 + }, + "8": { + "Dice": 0.8929884968630076, + "FN": 364.0, + "FP": 643.7368421052631, + "IoU": 0.8188314557016697, + "TN": 278675.7368421053, + "TP": 6221.368421052632, + "n_pred": 6865.105263157895, + "n_ref": 6585.368421052632 + }, + "9": { + "Dice": 0.5726948824915897, + "FN": 991.8947368421053, + "FP": 850.578947368421, + "IoU": 0.489476451852418, + "TN": 281121.36842105264, + "TP": 2941.0, + "n_pred": 3791.5789473684213, + "n_ref": 3932.8947368421054 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 184, + "IoU": 0.0, + "TN": 175048, + "TP": 0, + "n_pred": 184, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 356, + "FP": 16, + "IoU": 0.0, + "TN": 174860, + "TP": 0, + "n_pred": 16, + "n_ref": 356 + }, + "7": { + "Dice": 0.8707174866284393, + "FN": 1353, + "FP": 1330, + "IoU": 0.7710360129714968, + "TN": 163514, + "TP": 9035, + "n_pred": 10365, + "n_ref": 10388 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8009049773755657, + "FN": 312, + "FP": 40, + "IoU": 0.6679245283018868, + "TN": 524636, + "TP": 708, + "n_pred": 748, + "n_ref": 1020 + }, + "10": { + "Dice": 0.7882697947214077, + "FN": 2740, + "FP": 870, + "IoU": 0.6505324298160697, + "TN": 515366, + "TP": 6720, + "n_pred": 7590, + "n_ref": 9460 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5513035523707882, + "FN": 2136, + "FP": 807, + "IoU": 0.38055146284992636, + "TN": 520945, + "TP": 1808, + "n_pred": 2615, + "n_ref": 3944 + }, + "13": { + "Dice": 0.6490458433867076, + "FN": 1369, + "FP": 1831, + "IoU": 0.4804351355739568, + "TN": 519537, + "TP": 2959, + "n_pred": 4790, + "n_ref": 4328 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9424820143884892, + "FN": 1609, + "FP": 1589, + "IoU": 0.8912207898227831, + "TN": 496297, + "TP": 26201, + "n_pred": 27790, + "n_ref": 27810 + }, + "4": { + "Dice": 0.7373199131636077, + "FN": 971, + "FP": 360, + "IoU": 0.5839324788996562, + "TN": 522497, + "TP": 1868, + "n_pred": 2228, + "n_ref": 2839 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9383544454277676, + "FN": 18511, + "FP": 157, + "IoU": 0.8838679174857541, + "TN": 364948, + "TP": 142080, + "n_pred": 142237, + "n_ref": 160591 + }, + "7": { + "Dice": 0.04211819908390124, + "FN": 101, + "FP": 17047, + "IoU": 0.02151212553495007, + "TN": 508171, + "TP": 377, + "n_pred": 17424, + "n_ref": 478 + }, + "8": { + "Dice": 0.9502409638554217, + "FN": 433, + "FP": 393, + "IoU": 0.9051991277401584, + "TN": 516983, + "TP": 7887, + "n_pred": 8280, + "n_ref": 8320 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 113, + "IoU": 0.0, + "TN": 175119, + "TP": 0, + "n_pred": 113, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7338603425559947, + "FN": 3635, + "FP": 1213, + "IoU": 0.5796045785639958, + "TN": 163700, + "TP": 6684, + "n_pred": 7897, + "n_ref": 10319 + }, + "6": { + "Dice": 0.882171038600981, + "FN": 1513, + "FP": 7327, + "IoU": 0.7891824859296003, + "TN": 133300, + "TP": 33092, + "n_pred": 40419, + "n_ref": 34605 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8688693856479092, + "FN": 416, + "FP": 1108, + "IoU": 0.7681424007302602, + "TN": 168659, + "TP": 5049, + "n_pred": 6157, + "n_ref": 5465 + }, + "9": { + "Dice": 0.6460271604376606, + "FN": 4582, + "FP": 10979, + "IoU": 0.47713450488894865, + "TN": 145471, + "TP": 14200, + "n_pred": 25179, + "n_ref": 18782 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8950703383413701, + "FN": 1986, + "FP": 647, + "IoU": 0.8100699704248719, + "TN": 336601, + "TP": 11230, + "n_pred": 11877, + "n_ref": 13216 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 216, + "IoU": 0.0, + "TN": 350248, + "TP": 0, + "n_pred": 216, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8533897025517138, + "FN": 2693, + "FP": 3133, + "IoU": 0.744271793521201, + "TN": 327682, + "TP": 16956, + "n_pred": 20089, + "n_ref": 19649 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9157679906288115, + "FN": 5254, + "FP": 1721, + "IoU": 0.8446236439375376, + "TN": 305573, + "TP": 37916, + "n_pred": 39637, + "n_ref": 43170 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 505, + "IoU": 0.0, + "TN": 349959, + "TP": 0, + "n_pred": 505, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7896354852876593, + "FN": 1788, + "FP": 3960, + "IoU": 0.6523947750362845, + "TN": 333928, + "TP": 10788, + "n_pred": 14748, + "n_ref": 12576 + }, + "6": { + "Dice": 0.8619251454286028, + "FN": 1280, + "FP": 6268, + "IoU": 0.7573536503037901, + "TN": 319357, + "TP": 23559, + "n_pred": 29827, + "n_ref": 24839 + }, + "7": { + "Dice": 0.45375768079407597, + "FN": 3084, + "FP": 383, + "IoU": 0.29345832484206236, + "TN": 345557, + "TP": 1440, + "n_pred": 1823, + "n_ref": 4524 + }, + "8": { + "Dice": 0.9006451612903226, + "FN": 336, + "FP": 819, + "IoU": 0.8192488262910798, + "TN": 344074, + "TP": 5235, + "n_pred": 6054, + "n_ref": 5571 + }, + "9": { + "Dice": 0.7379485503055297, + "FN": 7428, + "FP": 2993, + "IoU": 0.5847214473579342, + "TN": 325370, + "TP": 14673, + "n_pred": 17666, + "n_ref": 22101 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.19193777703437317, + "FN": 5227, + "FP": 52745, + "IoU": 0.10615662149035571, + "TN": 110375, + "TP": 6885, + "n_pred": 59630, + "n_ref": 12112 + }, + "15": { + "Dice": 0.6535859269282814, + "FN": 300, + "FP": 212, + "IoU": 0.48542713567839196, + "TN": 174237, + "TP": 483, + "n_pred": 695, + "n_ref": 783 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 6922, + "IoU": 0.0, + "TN": 168310, + "TP": 0, + "n_pred": 6922, + "n_ref": 0 + }, + "10": { + "Dice": 0.18659881255301103, + "FN": 2175, + "FP": 702, + "IoU": 0.1028999064546305, + "TN": 172025, + "TP": 330, + "n_pred": 1032, + "n_ref": 2505 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 175195, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2003, + "FP": 0, + "IoU": 0.0, + "TN": 173229, + "TP": 0, + "n_pred": 0, + "n_ref": 2003 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 18238, + "IoU": 0.0, + "TN": 156994, + "TP": 0, + "n_pred": 18238, + "n_ref": 0 + }, + "3": { + "Dice": 0.3677210863215462, + "FN": 20151, + "FP": 197, + "IoU": 0.22528079192842185, + "TN": 148967, + "TP": 5917, + "n_pred": 6114, + "n_ref": 26068 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 47964, + "IoU": 0.0, + "TN": 127268, + "TP": 0, + "n_pred": 47964, + "n_ref": 0 + }, + "7": { + "Dice": 0.29057732116844287, + "FN": 27055, + "FP": 704, + "IoU": 0.16998564764980265, + "TN": 141788, + "TP": 5685, + "n_pred": 6389, + "n_ref": 32740 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8668825169319269, + "FN": 15948, + "FP": 621, + "IoU": 0.7650420454062026, + "TN": 104713, + "TP": 53950, + "n_pred": 54571, + "n_ref": 69898 + }, + "10": { + "Dice": 0.7462250365319045, + "FN": 2246, + "FP": 880, + "IoU": 0.5951825951825952, + "TN": 167510, + "TP": 4596, + "n_pred": 5476, + "n_ref": 6842 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.7592592592592593, + "FN": 156, + "FP": 26, + "IoU": 0.6119402985074627, + "TN": 174763, + "TP": 287, + "n_pred": 313, + "n_ref": 443 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.06275468622656886, + "FN": 1649, + "FP": 12151, + "IoU": 0.032393773664282706, + "TN": 160970, + "TP": 462, + "n_pred": 12613, + "n_ref": 2111 + }, + "7": { + "Dice": 0.9253126056100034, + "FN": 185, + "FP": 257, + "IoU": 0.8610062893081761, + "TN": 172052, + "TP": 2738, + "n_pred": 2995, + "n_ref": 2923 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8105219893136046, + "FN": 2042, + "FP": 1646, + "IoU": 0.6814098134070491, + "TN": 338888, + "TP": 7888, + "n_pred": 9534, + "n_ref": 9930 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7543061087260126, + "FN": 1849, + "FP": 7651, + "IoU": 0.605530872399618, + "TN": 326381, + "TP": 14583, + "n_pred": 22234, + "n_ref": 16432 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.6712877254918844, + "FN": 3102, + "FP": 4533, + "IoU": 0.5052167714341261, + "TN": 335033, + "TP": 7796, + "n_pred": 12329, + "n_ref": 10898 + }, + "9": { + "Dice": 0.7501607200257152, + "FN": 5261, + "FP": 957, + "IoU": 0.6002057480871857, + "TN": 334911, + "TP": 9335, + "n_pred": 10292, + "n_ref": 14596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9191489361702128, + "FN": 13, + "FP": 25, + "IoU": 0.8503937007874016, + "TN": 525442, + "TP": 216, + "n_pred": 241, + "n_ref": 229 + }, + "10": { + "Dice": 0.40535639559213277, + "FN": 13381, + "FP": 3671, + "IoU": 0.25419874037788665, + "TN": 502832, + "TP": 5812, + "n_pred": 9483, + "n_ref": 19193 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 116, + "FP": 0, + "IoU": 0.0, + "TN": 525580, + "TP": 0, + "n_pred": 0, + "n_ref": 116 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 31, + "IoU": 0.0, + "TN": 525665, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 525693, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "3": { + "Dice": 0.6695288823583433, + "FN": 1137, + "FP": 13257, + "IoU": 0.5032269197584124, + "TN": 496721, + "TP": 14581, + "n_pred": 27838, + "n_ref": 15718 + }, + "4": { + "Dice": 0.0, + "FN": 956, + "FP": 0, + "IoU": 0.0, + "TN": 524740, + "TP": 0, + "n_pred": 0, + "n_ref": 956 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 626, + "IoU": 0.0, + "TN": 525070, + "TP": 0, + "n_pred": 626, + "n_ref": 0 + }, + "7": { + "Dice": 0.762562789127802, + "FN": 1083, + "FP": 22835, + "IoU": 0.6162436222443282, + "TN": 463370, + "TP": 38408, + "n_pred": 61243, + "n_ref": 39491 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6295781177561428, + "FN": 528, + "FP": 5065, + "IoU": 0.459404600811908, + "TN": 515350, + "TP": 4753, + "n_pred": 9818, + "n_ref": 5281 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 525691, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "8": { + "Dice": 0.9733012898743921, + "FN": 1616, + "FP": 1228, + "IoU": 0.9479911489859737, + "TN": 471013, + "TP": 51839, + "n_pred": 53067, + "n_ref": 53455 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.47467791051768565, + "FN": 10863, + "FP": 350, + "IoU": 0.3111984765648996, + "TN": 334185, + "TP": 5066, + "n_pred": 5416, + "n_ref": 15929 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 2752, + "IoU": 0.0, + "TN": 347712, + "TP": 0, + "n_pred": 2752, + "n_ref": 0 + }, + "12": { + "Dice": 0.0024645717806531116, + "FN": 3210, + "FP": 28, + "IoU": 0.0012338062924120913, + "TN": 347222, + "TP": 4, + "n_pred": 32, + "n_ref": 3214 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9450738433224215, + "FN": 1616, + "FP": 2025, + "IoU": 0.8958672958672959, + "TN": 315499, + "TP": 31324, + "n_pred": 33349, + "n_ref": 32940 + }, + "15": { + "Dice": 0.5316673269740652, + "FN": 66220, + "FP": 10617, + "IoU": 0.3620891482843646, + "TN": 230013, + "TP": 43614, + "n_pred": 54231, + "n_ref": 109834 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1336, + "IoU": 0.0, + "TN": 349128, + "TP": 0, + "n_pred": 1336, + "n_ref": 0 + }, + "3": { + "Dice": 0.8366533864541833, + "FN": 341, + "FP": 561, + "IoU": 0.7191780821917808, + "TN": 347252, + "TP": 2310, + "n_pred": 2871, + "n_ref": 2651 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.15976331360946747, + "FN": 1673, + "FP": 31, + "IoU": 0.08681672025723473, + "TN": 348598, + "TP": 162, + "n_pred": 193, + "n_ref": 1835 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 24023, + "IoU": 0.0, + "TN": 326441, + "TP": 0, + "n_pred": 24023, + "n_ref": 0 + }, + "7": { + "Dice": 0.4737968501344455, + "FN": 1593, + "FP": 7996, + "IoU": 0.310441536027614, + "TN": 336558, + "TP": 4317, + "n_pred": 12313, + "n_ref": 5910 + }, + "8": { + "Dice": 0.9576276330965823, + "FN": 332, + "FP": 1064, + "IoU": 0.9187001339467707, + "TN": 333293, + "TP": 15775, + "n_pred": 16839, + "n_ref": 16107 + }, + "9": { + "Dice": 0.0, + "FN": 12, + "FP": 527, + "IoU": 0.0, + "TN": 349925, + "TP": 0, + "n_pred": 527, + "n_ref": 12 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.909269795366674, + "FN": 26512, + "FP": 2352, + "IoU": 0.8336340109627256, + "TN": 1735, + "TP": 144633, + "n_pred": 146985, + "n_ref": 171145 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.4861356932153392, + "FN": 46, + "FP": 825, + "IoU": 0.3211223694466095, + "TN": 173949, + "TP": 412, + "n_pred": 1237, + "n_ref": 458 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.32504780114722753, + "FN": 349, + "FP": 4, + "IoU": 0.19406392694063926, + "TN": 174794, + "TP": 85, + "n_pred": 89, + "n_ref": 434 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8339134758826454, + "FN": 151, + "FP": 517, + "IoU": 0.715138592750533, + "TN": 172887, + "TP": 1677, + "n_pred": 2194, + "n_ref": 1828 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.3344147066774804, + "FN": 305, + "FP": 4619, + "IoU": 0.2007790943028729, + "TN": 169071, + "TP": 1237, + "n_pred": 5856, + "n_ref": 1542 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.37537993920972645, + "FN": 276, + "FP": 2190, + "IoU": 0.23105706267539758, + "TN": 172025, + "TP": 741, + "n_pred": 2931, + "n_ref": 1017 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.012367328103368713, + "FN": 7975, + "FP": 2726, + "IoU": 0.006222139673105497, + "TN": 164464, + "TP": 67, + "n_pred": 2793, + "n_ref": 8042 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.38055842812823165, + "FN": 1088, + "FP": 110, + "IoU": 0.23499361430395913, + "TN": 173666, + "TP": 368, + "n_pred": 478, + "n_ref": 1456 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9543678181524837, + "FN": 4826, + "FP": 5356, + "IoU": 0.9127184823885408, + "TN": 58575, + "TP": 106475, + "n_pred": 111831, + "n_ref": 111301 + }, + "7": { + "Dice": 0.24361493123772102, + "FN": 502, + "FP": 6813, + "IoU": 0.13870246085011187, + "TN": 166739, + "TP": 1178, + "n_pred": 7991, + "n_ref": 1680 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.757691180779373, + "FN": 683, + "FP": 144, + "IoU": 0.6099056603773585, + "TN": 173112, + "TP": 1293, + "n_pred": 1437, + "n_ref": 1976 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 175212, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 175225, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "13": { + "Dice": 0.5562079711333443, + "FN": 12758, + "FP": 771, + "IoU": 0.38524105966283456, + "TN": 153225, + "TP": 8478, + "n_pred": 9249, + "n_ref": 21236 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 175231, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.6666666666666666, + "FN": 6, + "FP": 0, + "IoU": 0.5, + "TN": 175220, + "TP": 6, + "n_pred": 6, + "n_ref": 12 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.5424428783049783, + "FN": 2969, + "FP": 7224, + "IoU": 0.3721589159223899, + "TN": 158997, + "TP": 6042, + "n_pred": 13266, + "n_ref": 9011 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9712042929242555, + "FN": 884, + "FP": 4890, + "IoU": 0.9440205535896069, + "TN": 72087, + "TP": 97371, + "n_pred": 102261, + "n_ref": 98255 + }, + "7": { + "Dice": 0.7844371414248315, + "FN": 4951, + "FP": 2789, + "IoU": 0.6453283233285982, + "TN": 153409, + "TP": 14083, + "n_pred": 16872, + "n_ref": 19034 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 175231, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 3622, + "FP": 3518, + "IoU": 0.0, + "TN": 518556, + "TP": 0, + "n_pred": 3518, + "n_ref": 3622 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 592, + "IoU": 0.0, + "TN": 525104, + "TP": 0, + "n_pred": 592, + "n_ref": 0 + }, + "12": { + "Dice": 0.302130898021309, + "FN": 1715, + "FP": 119, + "IoU": 0.17794710891976692, + "TN": 523465, + "TP": 397, + "n_pred": 516, + "n_ref": 2112 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 5428, + "IoU": 0.0, + "TN": 520268, + "TP": 0, + "n_pred": 5428, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.22192844044522153, + "FN": 122, + "FP": 36368, + "IoU": 0.12481412193600998, + "TN": 484002, + "TP": 5204, + "n_pred": 41572, + "n_ref": 5326 + }, + "7": { + "Dice": 0.8087314052844469, + "FN": 62455, + "FP": 625, + "IoU": 0.6788825029652971, + "TN": 329257, + "TP": 133359, + "n_pred": 133984, + "n_ref": 195814 + }, + "8": { + "Dice": 0.9289473187845408, + "FN": 681, + "FP": 3086, + "IoU": 0.8673217807833192, + "TN": 497304, + "TP": 24625, + "n_pred": 27711, + "n_ref": 25306 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 175217, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7912869804019473, + "FN": 2348, + "FP": 996, + "IoU": 0.6546524837343798, + "TN": 165549, + "TP": 6339, + "n_pred": 7335, + "n_ref": 8687 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9403295078504541, + "FN": 5171, + "FP": 1609, + "IoU": 0.8873791568386432, + "TN": 115030, + "TP": 53422, + "n_pred": 55031, + "n_ref": 58593 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 596, + "IoU": 0.0, + "TN": 174636, + "TP": 0, + "n_pred": 596, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 175219, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9412308810412606, + "FN": 1385, + "FP": 394, + "IoU": 0.8889859594383775, + "TN": 159207, + "TP": 14246, + "n_pred": 14640, + "n_ref": 15631 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7585972080354103, + "FN": 2961, + "FP": 584, + "IoU": 0.6110806363137685, + "TN": 341349, + "TP": 5570, + "n_pred": 6154, + "n_ref": 8531 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.58283369241818, + "FN": 99957, + "FP": 1696, + "IoU": 0.4112669693740444, + "TN": 177800, + "TP": 71011, + "n_pred": 72707, + "n_ref": 170968 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 87992, + "IoU": 0.0, + "TN": 262472, + "TP": 0, + "n_pred": 87992, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9634901348145577, + "FN": 1996, + "FP": 528, + "IoU": 0.9295523054594172, + "TN": 314636, + "TP": 33304, + "n_pred": 33832, + "n_ref": 35300 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9334968656309621, + "FN": 178, + "FP": 310, + "IoU": 0.8752875031944799, + "TN": 346551, + "TP": 3425, + "n_pred": 3735, + "n_ref": 3603 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980150/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.4307943697346827, + "FN": 1859.6320701754387, + "FP": 1540.033298245614, + "IoU": 0.3628155725763871, + "TN": 280812.9452631579, + "TP": 5473.553578947369, + "n_pred": 7013.586877192982, + "n_ref": 7333.185649122807 + }, + "mean": { + "1": { + "Dice": 0.3760477249444183, + "FN": 2605.182105263158, + "FP": 1033.0478947368422, + "IoU": 0.32894576533046993, + "TN": 280707.3747368421, + "TP": 5340.559473684211, + "n_pred": 6373.607368421052, + "n_ref": 7945.741578947369 + }, + "10": { + "Dice": 0.4075769491557013, + "FN": 1200.7905263157895, + "FP": 704.9394736842106, + "IoU": 0.3286297022401103, + "TN": 285451.32157894736, + "TP": 2329.112631578947, + "n_pred": 3034.0521052631575, + "n_ref": 3529.903157894737 + }, + "11": { + "Dice": 0.32724416259464784, + "FN": 162.15526315789475, + "FP": 100.76, + "IoU": 0.24468846357322233, + "TN": 289217.70947368426, + "TP": 205.5394736842105, + "n_pred": 306.2994736842105, + "n_ref": 367.69473684210527 + }, + "12": { + "Dice": 0.16520042637226162, + "FN": 219.21894736842106, + "FP": 36.647368421052626, + "IoU": 0.11055685839242888, + "TN": 289356.2415789474, + "TP": 74.05631578947369, + "n_pred": 110.7036842105263, + "n_ref": 293.27526315789476 + }, + "13": { + "Dice": 0.30816189004745514, + "FN": 1485.2226315789471, + "FP": 458.05421052631584, + "IoU": 0.2397187474998757, + "TN": 286347.7547368421, + "TP": 1395.1326315789472, + "n_pred": 1853.1868421052634, + "n_ref": 2880.3552631578946 + }, + "14": { + "Dice": 0.3037873786074663, + "FN": 4647.969473684211, + "FP": 2340.2221052631576, + "IoU": 0.24996677492557917, + "TN": 279797.41789473686, + "TP": 2900.5547368421053, + "n_pred": 5240.776842105263, + "n_ref": 7548.524210526315 + }, + "15": { + "Dice": 0.3169113034990033, + "FN": 1503.0994736842106, + "FP": 782.158947368421, + "IoU": 0.2393398127837377, + "TN": 285627.77894736844, + "TP": 1773.1268421052632, + "n_pred": 2555.285789473684, + "n_ref": 3276.226315789474 + }, + "2": { + "Dice": 0.4948256451755927, + "FN": 3027.0942105263157, + "FP": 1620.3821052631579, + "IoU": 0.4454233420760689, + "TN": 279939.79105263157, + "TP": 5098.896842105263, + "n_pred": 6719.2789473684215, + "n_ref": 8125.99105263158 + }, + "3": { + "Dice": 0.5238369447181549, + "FN": 1452.9736842105262, + "FP": 2753.472631578947, + "IoU": 0.4693768233525472, + "TN": 281130.8468421052, + "TP": 4348.871052631579, + "n_pred": 7102.343684210527, + "n_ref": 5801.844736842106 + }, + "4": { + "Dice": 0.23922990626022375, + "FN": 236.28842105263158, + "FP": 231.8594736842105, + "IoU": 0.18478411046126908, + "TN": 288754.5263157895, + "TP": 463.49000000000007, + "n_pred": 695.3494736842106, + "n_ref": 699.7784210526315 + }, + "5": { + "Dice": 0.49255568554970586, + "FN": 409.83736842105264, + "FP": 217.08473684210526, + "IoU": 0.37762359899686027, + "TN": 288389.4463157895, + "TP": 669.7957894736843, + "n_pred": 886.8805263157894, + "n_ref": 1079.6331578947368 + }, + "6": { + "Dice": 0.5880406374704074, + "FN": 4475.50105263158, + "FP": 9358.29052631579, + "IoU": 0.5325011513897623, + "TN": 240125.98157894734, + "TP": 35726.39105263158, + "n_pred": 45084.68157894736, + "n_ref": 40201.892105263156 + }, + "7": { + "Dice": 0.48183284429802453, + "FN": 4700.7052631578945, + "FP": 2257.207894736842, + "IoU": 0.4085655853051219, + "TN": 269424.43631578947, + "TP": 13303.814736842105, + "n_pred": 15561.022631578948, + "n_ref": 18004.519999999997 + }, + "8": { + "Dice": 0.7546615940087767, + "FN": 786.0289473684211, + "FP": 590.0315789473685, + "IoU": 0.6982352418380176, + "TN": 283079.54789473687, + "TP": 5230.555789473685, + "n_pred": 5820.587368421053, + "n_ref": 6016.584736842106 + }, + "9": { + "Dice": 0.6820024533184018, + "FN": 982.4136842105263, + "FP": 616.3405263157895, + "IoU": 0.5838776104807348, + "TN": 284844.00368421053, + "TP": 3243.4063157894734, + "n_pred": 3859.7468421052627, + "n_ref": 4225.820000000001 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/loop_004/summary.json b/nnActive_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/loop_004/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..70536c70da7486c0d0bd9e31a876c6d5af7c255a --- /dev/null +++ b/nnActive_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/loop_004/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.7409630114455474, + "FN": 25874.855999999992, + "FP": 14536.025333333335, + "IoU": 0.6379735860679262, + "TN": 96255834.28400001, + "TP": 160715.6746666667, + "n_pred": 175251.7, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.9049478167474958, + "FN": 15563.22, + "FP": 11968.98, + "IoU": 0.8533512973549486, + "TN": 96250703.72, + "TP": 178724.92, + "n_pred": 190693.9, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.6841027596484734, + "FN": 25450.98, + "FP": 10470.1, + "IoU": 0.5518433400807222, + "TN": 96372268.18, + "TP": 48771.58, + "n_pred": 59241.68, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.6942052360017957, + "FN": 1269.3, + "FP": 692.52, + "IoU": 0.5454866228663847, + "TN": 96452567.94, + "TP": 2431.08, + "n_pred": 3123.6, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.474698103769044, + "FN": 2656.6, + "FP": 254.0, + "IoU": 0.3399124220121552, + "TN": 96452470.18, + "TP": 1580.06, + "n_pred": 1834.06, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.5243141504676734, + "FN": 32902.22, + "FP": 7823.7, + "IoU": 0.38203454510469537, + "TN": 96391279.0, + "TP": 24955.92, + "n_pred": 32779.62, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.7224818638966601, + "FN": 40911.16, + "FP": 21471.82, + "IoU": 0.6168256112337601, + "TN": 96297130.88, + "TP": 97446.98, + "n_pred": 118918.8, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.5712627547175378, + "FN": 20647.3, + "FP": 15755.2, + "IoU": 0.4355373865842505, + "TN": 96387158.6, + "TP": 33399.74, + "n_pred": 49154.94, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.8961296573312738, + "FN": 17293.36, + "FP": 14294.8, + "IoU": 0.8221194146413836, + "TN": 96285824.34, + "TP": 139548.34, + "n_pred": 153843.14, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.9046139794210057, + "FN": 17239.78, + "FP": 13922.68, + "IoU": 0.8328525163180678, + "TN": 96279635.58, + "TP": 146162.8, + "n_pred": 160085.48, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.6055829871101271, + "FN": 12085.56, + "FP": 1932.98, + "IoU": 0.5139908638083304, + "TN": 96428450.36, + "TP": 14491.94, + "n_pred": 16424.92, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.6549208936561628, + "FN": 8490.82, + "FP": 1712.68, + "IoU": 0.5210590636809586, + "TN": 96438096.0, + "TP": 8661.34, + "n_pred": 10374.02, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9505142796769107, + "FN": 76187.26, + "FP": 60306.74, + "IoU": 0.9078665454978921, + "TN": 95037430.48, + "TP": 1283036.36, + "n_pred": 1343343.1, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.7544010300738916, + "FN": 95339.36, + "FP": 36633.62, + "IoU": 0.6427651965717343, + "TN": 96081402.56, + "TP": 243585.3, + "n_pred": 280218.92, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.9183664335316114, + "FN": 11663.8, + "FP": 10114.68, + "IoU": 0.8511940112907321, + "TN": 96314476.98, + "TP": 120705.38, + "n_pred": 130820.06, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.8539032256335491, + "FN": 10422.12, + "FP": 10685.88, + "IoU": 0.7527649539728763, + "TN": 96368619.46, + "TP": 67233.38, + "n_pred": 77919.26, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9090331114962212, + "FN": 4042, + "FP": 13700, + "IoU": 0.8332362064103769, + "TN": 119486930, + "TP": 88648, + "n_pred": 102348, + "n_ref": 92690 + }, + "10": { + "Dice": 0.7411170123841, + "FN": 17705, + "FP": 22557, + "IoU": 0.5887100069464307, + "TN": 119495428, + "TP": 57630, + "n_pred": 80187, + "n_ref": 75335 + }, + "11": { + "Dice": 0.7427436602505347, + "FN": 1115, + "FP": 569, + "IoU": 0.5907654921020656, + "TN": 119589205, + "TP": 2431, + "n_pred": 3000, + "n_ref": 3546 + }, + "12": { + "Dice": 0.7433692624439869, + "FN": 1396, + "FP": 723, + "IoU": 0.5915574402467232, + "TN": 119588132, + "TP": 3069, + "n_pred": 3792, + "n_ref": 4465 + }, + "13": { + "Dice": 0.5666009574767671, + "FN": 25595, + "FP": 15958, + "IoU": 0.39528487229862475, + "TN": 119524605, + "TP": 27162, + "n_pred": 43120, + "n_ref": 52757 + }, + "14": { + "Dice": 0.2919553206411112, + "FN": 204815, + "FP": 2150, + "IoU": 0.17092955715344402, + "TN": 119343685, + "TP": 42670, + "n_pred": 44820, + "n_ref": 247485 + }, + "15": { + "Dice": 0.0879214319119085, + "FN": 25625, + "FP": 124546, + "IoU": 0.04598212300440254, + "TN": 119435911, + "TP": 7238, + "n_pred": 131784, + "n_ref": 32863 + }, + "2": { + "Dice": 0.9572841630696808, + "FN": 6178, + "FP": 5836, + "IoU": 0.9180681151711063, + "TN": 119446686, + "TP": 134620, + "n_pred": 140456, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9462193418692036, + "FN": 8460, + "FP": 9946, + "IoU": 0.8979281737317273, + "TN": 119412996, + "TP": 161918, + "n_pred": 171864, + "n_ref": 170378 + }, + "4": { + "Dice": 0.6396665823822271, + "FN": 41022, + "FP": 305, + "IoU": 0.470227794228871, + "TN": 119515311, + "TP": 36682, + "n_pred": 36987, + "n_ref": 77704 + }, + "5": { + "Dice": 0.015086969789441563, + "FN": 63646, + "FP": 17043, + "IoU": 0.007600821577477954, + "TN": 119512013, + "TP": 618, + "n_pred": 17661, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9608169241201097, + "FN": 42678, + "FP": 50242, + "IoU": 0.9245886951214761, + "TN": 118361144, + "TP": 1139256, + "n_pred": 1189498, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 129861, + "IoU": 0.0, + "TN": 119463459, + "TP": 0, + "n_pred": 129861, + "n_ref": 0 + }, + "8": { + "Dice": 0.8752887574721548, + "FN": 40217, + "FP": 29965, + "IoU": 0.7782342030341044, + "TN": 119276851, + "TP": 246287, + "n_pred": 276252, + "n_ref": 286504 + }, + "9": { + "Dice": 0.8189332984603102, + "FN": 17043, + "FP": 9264, + "IoU": 0.6933844611762512, + "TN": 119507522, + "TP": 59491, + "n_pred": 68755, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9492632497923897, + "FN": 10242, + "FP": 8820, + "IoU": 0.9034263335748266, + "TN": 72628277, + "TP": 178321, + "n_pred": 187141, + "n_ref": 188563 + }, + "10": { + "Dice": 0.7522133243180426, + "FN": 15051, + "FP": 20130, + "IoU": 0.602838080400989, + "TN": 72737079, + "TP": 53400, + "n_pred": 73530, + "n_ref": 68451 + }, + "11": { + "Dice": 0.695139312588977, + "FN": 538, + "FP": 961, + "IoU": 0.5327306733167082, + "TN": 72822452, + "TP": 1709, + "n_pred": 2670, + "n_ref": 2247 + }, + "12": { + "Dice": 0.5526468877254218, + "FN": 1449, + "FP": 858, + "IoU": 0.38183279742765275, + "TN": 72821928, + "TP": 1425, + "n_pred": 2283, + "n_ref": 2874 + }, + "13": { + "Dice": 0.5399447646190902, + "FN": 28775, + "FP": 7706, + "IoU": 0.3698111903815924, + "TN": 72767771, + "TP": 21408, + "n_pred": 29114, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8485636210318089, + "FN": 9969, + "FP": 13916, + "IoU": 0.7369609268314171, + "TN": 72734856, + "TP": 66919, + "n_pred": 80835, + "n_ref": 76888 + }, + "15": { + "Dice": 0.6725118231574473, + "FN": 17169, + "FP": 7483, + "IoU": 0.5066047554239053, + "TN": 72775696, + "TP": 25312, + "n_pred": 32795, + "n_ref": 42481 + }, + "2": { + "Dice": 0.9352866535932634, + "FN": 14223, + "FP": 2607, + "IoU": 0.8784398699891658, + "TN": 72687210, + "TP": 121620, + "n_pred": 124227, + "n_ref": 135843 + }, + "3": { + "Dice": 0.9420808905718914, + "FN": 3253, + "FP": 11981, + "IoU": 0.8905037088149043, + "TN": 72686532, + "TP": 123894, + "n_pred": 135875, + "n_ref": 127147 + }, + "4": { + "Dice": 0.8726834472675544, + "FN": 4925, + "FP": 1519, + "IoU": 0.7741245749938659, + "TN": 72797131, + "TP": 22085, + "n_pred": 23604, + "n_ref": 27010 + }, + "5": { + "Dice": 0.6266355140186916, + "FN": 4616, + "FP": 178, + "IoU": 0.45627764545763866, + "TN": 72816843, + "TP": 4023, + "n_pred": 4201, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9384297227143672, + "FN": 51780, + "FP": 99911, + "IoU": 0.8840015049346256, + "TN": 71517962, + "TP": 1156007, + "n_pred": 1255918, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.8801967664077865, + "FN": 37940, + "FP": 16760, + "IoU": 0.7860280627911799, + "TN": 72570019, + "TP": 200941, + "n_pred": 217701, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9230049956277435, + "FN": 4890, + "FP": 4003, + "IoU": 0.8570188272746274, + "TN": 72763463, + "TP": 53304, + "n_pred": 57307, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8137400200793613, + "FN": 9901, + "FP": 21267, + "IoU": 0.6859710635553944, + "TN": 72726408, + "TP": 68084, + "n_pred": 89351, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9626401824376392, + "FN": 13943, + "FP": 5159, + "IoU": 0.9279713423831071, + "TN": 71544288, + "TP": 246098, + "n_pred": 251257, + "n_ref": 260041 + }, + "10": { + "Dice": 0.8050519763897908, + "FN": 24909, + "FP": 8416, + "IoU": 0.6737129653200697, + "TN": 71707354, + "TP": 68809, + "n_pred": 77225, + "n_ref": 93718 + }, + "11": { + "Dice": 0.6825904121110177, + "FN": 1340, + "FP": 547, + "IoU": 0.5181307456588355, + "TN": 71805572, + "TP": 2029, + "n_pred": 2576, + "n_ref": 3369 + }, + "12": { + "Dice": 0.4811182504790892, + "FN": 4375, + "FP": 228, + "IoU": 0.31675820097966456, + "TN": 71802751, + "TP": 2134, + "n_pred": 2362, + "n_ref": 6509 + }, + "13": { + "Dice": 0.4873016726725112, + "FN": 41250, + "FP": 6413, + "IoU": 0.32214068322098016, + "TN": 71739174, + "TP": 22651, + "n_pred": 29064, + "n_ref": 63901 + }, + "14": { + "Dice": 0.7673525261276999, + "FN": 195364, + "FP": 2800, + "IoU": 0.622523910844599, + "TN": 71284517, + "TP": 326807, + "n_pred": 329607, + "n_ref": 522171 + }, + "15": { + "Dice": 0.41355169833775984, + "FN": 133405, + "FP": 626, + "IoU": 0.26067770245298943, + "TN": 71628199, + "TP": 47258, + "n_pred": 47884, + "n_ref": 180663 + }, + "2": { + "Dice": 0.9251575512623051, + "FN": 12623, + "FP": 9098, + "IoU": 0.8607378247377735, + "TN": 71653516, + "TP": 134251, + "n_pred": 143349, + "n_ref": 146874 + }, + "3": { + "Dice": 0.9350394496723534, + "FN": 11555, + "FP": 12544, + "IoU": 0.8780038372169546, + "TN": 71611949, + "TP": 173440, + "n_pred": 185984, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7614684656416693, + "FN": 1841, + "FP": 5761, + "IoU": 0.6148155654641265, + "TN": 71789752, + "TP": 12134, + "n_pred": 17895, + "n_ref": 13975 + }, + "5": { + "Dice": 0.859121467927008, + "FN": 1845, + "FP": 942, + "IoU": 0.75303500221533, + "TN": 71798203, + "TP": 8498, + "n_pred": 9440, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9680072248258964, + "FN": 48775, + "FP": 30507, + "IoU": 0.9379980636614317, + "TN": 70530786, + "TP": 1199420, + "n_pred": 1229927, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.9090909090909091, + "FN": 24030, + "FP": 18192, + "IoU": 0.8333333333333334, + "TN": 71556156, + "TP": 211110, + "n_pred": 229302, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9246473409059109, + "FN": 8542, + "FP": 3306, + "IoU": 0.8598549816065577, + "TN": 71724947, + "TP": 72693, + "n_pred": 75999, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8596968839862349, + "FN": 15209, + "FP": 8601, + "IoU": 0.7539196130512521, + "TN": 71712731, + "TP": 72947, + "n_pred": 81548, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9570902640012208, + "FN": 13496, + "FP": 4500, + "IoU": 0.9177115055739984, + "TN": 135226816, + "TP": 200698, + "n_pred": 205198, + "n_ref": 214194 + }, + "10": { + "Dice": 0.8138748187789729, + "FN": 16927, + "FP": 14270, + "IoU": 0.6861626678738494, + "TN": 135346105, + "TP": 68208, + "n_pred": 82478, + "n_ref": 85135 + }, + "11": { + "Dice": 0.6992204735990587, + "FN": 1170, + "FP": 875, + "IoU": 0.5375395748530077, + "TN": 135441088, + "TP": 2377, + "n_pred": 3252, + "n_ref": 3547 + }, + "12": { + "Dice": 0.340634778721502, + "FN": 4365, + "FP": 60, + "IoU": 0.2052801724137931, + "TN": 135439942, + "TP": 1143, + "n_pred": 1203, + "n_ref": 5508 + }, + "13": { + "Dice": 0.749502393888859, + "FN": 12708, + "FP": 5918, + "IoU": 0.5993633176313695, + "TN": 135399019, + "TP": 27865, + "n_pred": 33783, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8695117215021945, + "FN": 16518, + "FP": 21449, + "IoU": 0.7691470473781497, + "TN": 135281046, + "TP": 126497, + "n_pred": 147946, + "n_ref": 143015 + }, + "15": { + "Dice": 0.5537880367458575, + "FN": 28723, + "FP": 7658, + "IoU": 0.38292314737859795, + "TN": 135386553, + "TP": 22576, + "n_pred": 30234, + "n_ref": 51299 + }, + "2": { + "Dice": 0.8674335899725747, + "FN": 45385, + "FP": 4789, + "IoU": 0.7659008622298533, + "TN": 135231182, + "TP": 164154, + "n_pred": 168943, + "n_ref": 209539 + }, + "3": { + "Dice": 0.8673037578470632, + "FN": 28471, + "FP": 32237, + "IoU": 0.7656984508031586, + "TN": 135186408, + "TP": 198394, + "n_pred": 230631, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8567160994345461, + "FN": 4721, + "FP": 6023, + "IoU": 0.7493467711832773, + "TN": 135402646, + "TP": 32120, + "n_pred": 38143, + "n_ref": 36841 + }, + "5": { + "Dice": 0.49119527045804806, + "FN": 18323, + "FP": 1816, + "IoU": 0.32555257870060283, + "TN": 135415650, + "TP": 9721, + "n_pred": 11537, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9624387912275764, + "FN": 60607, + "FP": 64418, + "IoU": 0.9275971220688489, + "TN": 133718714, + "TP": 1601771, + "n_pred": 1666189, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.8465111421651755, + "FN": 28751, + "FP": 32977, + "IoU": 0.7338702375973821, + "TN": 135213563, + "TP": 170219, + "n_pred": 203196, + "n_ref": 198970 + }, + "8": { + "Dice": 0.8861924625851321, + "FN": 43832, + "FP": 19300, + "IoU": 0.7956423644267777, + "TN": 135136581, + "TP": 245797, + "n_pred": 265097, + "n_ref": 289629 + }, + "9": { + "Dice": 0.875224368846452, + "FN": 15629, + "FP": 7867, + "IoU": 0.7781324066817121, + "TN": 135339609, + "TP": 82405, + "n_pred": 90272, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8723806843059986, + "FN": 33066, + "FP": 32222, + "IoU": 0.7736482269896962, + "TN": 105465569, + "TP": 223148, + "n_pred": 255370, + "n_ref": 256214 + }, + "10": { + "Dice": 0.3779193620888463, + "FN": 41148, + "FP": 22512, + "IoU": 0.23298432473462896, + "TN": 105671008, + "TP": 19337, + "n_pred": 41849, + "n_ref": 60485 + }, + "11": { + "Dice": 0.6213066999583854, + "FN": 976, + "FP": 844, + "IoU": 0.4506489586477513, + "TN": 105750692, + "TP": 1493, + "n_pred": 2337, + "n_ref": 2469 + }, + "12": { + "Dice": 0.3597315436241611, + "FN": 3198, + "FP": 1095, + "IoU": 0.2193126022913257, + "TN": 105748506, + "TP": 1206, + "n_pred": 2301, + "n_ref": 4404 + }, + "13": { + "Dice": 0.31773883051255314, + "FN": 65057, + "FP": 2989, + "IoU": 0.1888760415300807, + "TN": 105670114, + "TP": 15845, + "n_pred": 18834, + "n_ref": 80902 + }, + "14": { + "Dice": 0.855741350247057, + "FN": 41812, + "FP": 10477, + "IoU": 0.7478565710924013, + "TN": 105546627, + "TP": 155089, + "n_pred": 165566, + "n_ref": 196901 + }, + "15": { + "Dice": 0.7714130606097753, + "FN": 5907, + "FP": 7146, + "IoU": 0.6278864245395974, + "TN": 105718927, + "TP": 22025, + "n_pred": 29171, + "n_ref": 27932 + }, + "2": { + "Dice": 0.9279065510757608, + "FN": 13479, + "FP": 8184, + "IoU": 0.865509020698561, + "TN": 105592931, + "TP": 139411, + "n_pred": 147595, + "n_ref": 152890 + }, + "3": { + "Dice": 0.8844881295070379, + "FN": 6920, + "FP": 36057, + "IoU": 0.7928988950302867, + "TN": 105546488, + "TP": 164540, + "n_pred": 200597, + "n_ref": 171460 + }, + "4": { + "Dice": 0.10291614877139306, + "FN": 38163, + "FP": 8750, + "IoU": 0.05424965728570277, + "TN": 105704401, + "TP": 2691, + "n_pred": 11441, + "n_ref": 40854 + }, + "5": { + "Dice": 0.7804059328649493, + "FN": 2368, + "FP": 3258, + "IoU": 0.6398899059079562, + "TN": 105738382, + "TP": 9997, + "n_pred": 13255, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9484382244524168, + "FN": 94460, + "FP": 62344, + "IoU": 0.9019329596290558, + "TN": 104155058, + "TP": 1442143, + "n_pred": 1504487, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.8019627036533166, + "FN": 75032, + "FP": 20460, + "IoU": 0.6693971098385969, + "TN": 105465163, + "TP": 193350, + "n_pred": 213810, + "n_ref": 268382 + }, + "8": { + "Dice": 0.9050366624258965, + "FN": 2947, + "FP": 15042, + "IoU": 0.8265451740430045, + "TN": 105650295, + "TP": 85721, + "n_pred": 100763, + "n_ref": 88668 + }, + "9": { + "Dice": 0.8168939388917247, + "FN": 13194, + "FP": 14427, + "IoU": 0.69046551762781, + "TN": 105664771, + "TP": 61613, + "n_pred": 76040, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9602722925767201, + "FN": 9352, + "FP": 10829, + "IoU": 0.923580554524731, + "TN": 96873798, + "TP": 243901, + "n_pred": 254730, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8241923874846522, + "FN": 15241, + "FP": 26283, + "IoU": 0.7009585400808026, + "TN": 96999023, + "TP": 97333, + "n_pred": 123616, + "n_ref": 112574 + }, + "11": { + "Dice": 0.7625633932687874, + "FN": 1080, + "FP": 465, + "IoU": 0.6162444113263785, + "TN": 97133854, + "TP": 2481, + "n_pred": 2946, + "n_ref": 3561 + }, + "12": { + "Dice": 0.7695, + "FN": 1440, + "FP": 404, + "IoU": 0.6253555465258025, + "TN": 97132958, + "TP": 3078, + "n_pred": 3482, + "n_ref": 4518 + }, + "13": { + "Dice": 0.7383042769346545, + "FN": 14578, + "FP": 10460, + "IoU": 0.5851682489189324, + "TN": 97077523, + "TP": 35319, + "n_pred": 45779, + "n_ref": 49897 + }, + "14": { + "Dice": 0.7906708663828331, + "FN": 88874, + "FP": 4101, + "IoU": 0.6538094918939851, + "TN": 96869314, + "TP": 175591, + "n_pred": 179692, + "n_ref": 264465 + }, + "15": { + "Dice": 0.45209673840692255, + "FN": 12184, + "FP": 12510, + "IoU": 0.2920704088068345, + "TN": 97102998, + "TP": 10188, + "n_pred": 22698, + "n_ref": 22372 + }, + "2": { + "Dice": 0.9374885557849385, + "FN": 7446, + "FP": 9965, + "IoU": 0.8823326665224913, + "TN": 96989912, + "TP": 130557, + "n_pred": 140522, + "n_ref": 138003 + }, + "3": { + "Dice": 0.9335775837177818, + "FN": 12964, + "FP": 7740, + "IoU": 0.8754294447151977, + "TN": 96971677, + "TP": 145499, + "n_pred": 153239, + "n_ref": 158463 + }, + "4": { + "Dice": 0.9086248331108144, + "FN": 1975, + "FP": 3158, + "IoU": 0.8325504012526913, + "TN": 97107226, + "TP": 25521, + "n_pred": 28679, + "n_ref": 27496 + }, + "5": { + "Dice": 0.8173676145070662, + "FN": 2632, + "FP": 2731, + "IoU": 0.6911425938723796, + "TN": 97120516, + "TP": 12001, + "n_pred": 14732, + "n_ref": 14633 + }, + "6": { + "Dice": 0.9698831205600915, + "FN": 65012, + "FP": 24128, + "IoU": 0.9415272576519986, + "TN": 95613409, + "TP": 1435331, + "n_pred": 1459459, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.9392853490335428, + "FN": 20050, + "FP": 10227, + "IoU": 0.8855212362511674, + "TN": 96873403, + "TP": 234200, + "n_pred": 244427, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9213658000732332, + "FN": 7276, + "FP": 13340, + "IoU": 0.8541967240940338, + "TN": 96996484, + "TP": 120780, + "n_pred": 134120, + "n_ref": 128056 + }, + "9": { + "Dice": 0.8238945926113524, + "FN": 5143, + "FP": 21976, + "IoU": 0.7005278501700605, + "TN": 97047324, + "TP": 63437, + "n_pred": 85413, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9553407540878702, + "FN": 3316, + "FP": 12596, + "IoU": 0.9144998791005078, + "TN": 130580687, + "TP": 170193, + "n_pred": 182789, + "n_ref": 173509 + }, + "10": { + "Dice": 0.8377974814012183, + "FN": 13846, + "FP": 10704, + "IoU": 0.7208704748044388, + "TN": 130678840, + "TP": 63402, + "n_pred": 74106, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7754294895562971, + "FN": 912, + "FP": 905, + "IoU": 0.6332256762212354, + "TN": 130761838, + "TP": 3137, + "n_pred": 4042, + "n_ref": 4049 + }, + "12": { + "Dice": 0.528866413822166, + "FN": 2073, + "FP": 163, + "IoU": 0.35949584646233174, + "TN": 130763301, + "TP": 1255, + "n_pred": 1418, + "n_ref": 3328 + }, + "13": { + "Dice": 0.6461257511732105, + "FN": 30939, + "FP": 2391, + "IoU": 0.4772420715831739, + "TN": 130703034, + "TP": 30428, + "n_pred": 32819, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9374965738074431, + "FN": 14063, + "FP": 5320, + "IoU": 0.8823468712632097, + "TN": 130602045, + "TP": 145364, + "n_pred": 150684, + "n_ref": 159427 + }, + "15": { + "Dice": 0.625817806175154, + "FN": 12433, + "FP": 7127, + "IoU": 0.45541108667204944, + "TN": 130730875, + "TP": 16357, + "n_pred": 23484, + "n_ref": 28790 + }, + "2": { + "Dice": 0.8599641835009791, + "FN": 37876, + "FP": 3959, + "IoU": 0.7543308473780023, + "TN": 130596502, + "TP": 128455, + "n_pred": 132414, + "n_ref": 166331 + }, + "3": { + "Dice": 0.882351164240422, + "FN": 5400, + "FP": 37441, + "IoU": 0.7894708391484677, + "TN": 130563300, + "TP": 160651, + "n_pred": 198092, + "n_ref": 166051 + }, + "4": { + "Dice": 0.707526667331273, + "FN": 12193, + "FP": 2476, + "IoU": 0.5474207083796125, + "TN": 130734380, + "TP": 17743, + "n_pred": 20219, + "n_ref": 29936 + }, + "5": { + "Dice": 0.6830565034595879, + "FN": 13194, + "FP": 3617, + "IoU": 0.5186680410009735, + "TN": 130731866, + "TP": 18115, + "n_pred": 21732, + "n_ref": 31309 + }, + "6": { + "Dice": 0.96184961685292, + "FN": 37665, + "FP": 65416, + "IoU": 0.9265031660799858, + "TN": 129364269, + "TP": 1299442, + "n_pred": 1364858, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.9293478446000034, + "FN": 36317, + "FP": 25906, + "IoU": 0.8680203368691657, + "TN": 130295333, + "TP": 409236, + "n_pred": 435142, + "n_ref": 445553 + }, + "8": { + "Dice": 0.906908819671719, + "FN": 13796, + "FP": 30634, + "IoU": 0.829673531351111, + "TN": 130505940, + "TP": 216422, + "n_pred": 247056, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8814870693823865, + "FN": 10885, + "FP": 13623, + "IoU": 0.7880884031404558, + "TN": 130651140, + "TP": 91144, + "n_pred": 104767, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8691952686917229, + "FN": 11658, + "FP": 45283, + "IoU": 0.7686519561039626, + "TN": 71989881, + "TP": 189186, + "n_pred": 234469, + "n_ref": 200844 + }, + "10": { + "Dice": 0.42436960033714966, + "FN": 38496, + "FP": 27066, + "IoU": 0.26933321445686453, + "TN": 72146279, + "TP": 24167, + "n_pred": 51233, + "n_ref": 62663 + }, + "11": { + "Dice": 0.5572115384615385, + "FN": 1528, + "FP": 314, + "IoU": 0.3862045984671776, + "TN": 72233007, + "TP": 1159, + "n_pred": 1473, + "n_ref": 2687 + }, + "12": { + "Dice": 0.6155242850658194, + "FN": 2037, + "FP": 504, + "IoU": 0.44459016393442624, + "TN": 72231433, + "TP": 2034, + "n_pred": 2538, + "n_ref": 4071 + }, + "13": { + "Dice": 0.2203286960454129, + "FN": 61181, + "FP": 4334, + "IoU": 0.12380302787139572, + "TN": 72161236, + "TP": 9257, + "n_pred": 13591, + "n_ref": 70438 + }, + "14": { + "Dice": 0.26039704947597153, + "FN": 29806, + "FP": 220361, + "IoU": 0.14968763383479602, + "TN": 71941802, + "TP": 44039, + "n_pred": 264400, + "n_ref": 73845 + }, + "15": { + "Dice": 0.3901587358144341, + "FN": 6416, + "FP": 62046, + "IoU": 0.24235851353445031, + "TN": 72145646, + "TP": 21900, + "n_pred": 83946, + "n_ref": 28316 + }, + "2": { + "Dice": 0.47504786518319175, + "FN": 87224, + "FP": 1337, + "IoU": 0.3115165744138317, + "TN": 72107376, + "TP": 40071, + "n_pred": 41408, + "n_ref": 127295 + }, + "3": { + "Dice": 0.7497845864882315, + "FN": 8570, + "FP": 98003, + "IoU": 0.5997243182134018, + "TN": 71969759, + "TP": 159676, + "n_pred": 257679, + "n_ref": 168246 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 72236008, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7997407001097038, + "FN": 208, + "FP": 3808, + "IoU": 0.6663066057332779, + "TN": 72223973, + "TP": 8019, + "n_pred": 11827, + "n_ref": 8227 + }, + "6": { + "Dice": 0.8876539290547879, + "FN": 183667, + "FP": 152523, + "IoU": 0.7980015862334167, + "TN": 70571688, + "TP": 1328130, + "n_pred": 1480653, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.5327936161374154, + "FN": 173811, + "FP": 116355, + "IoU": 0.3631347450484619, + "TN": 71780392, + "TP": 165450, + "n_pred": 281805, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9143255234114326, + "FN": 5238, + "FP": 6445, + "IoU": 0.8421728088187614, + "TN": 72161984, + "TP": 62341, + "n_pred": 68786, + "n_ref": 67579 + }, + "9": { + "Dice": 0.4916415958142577, + "FN": 30827, + "FP": 8037, + "IoU": 0.3259448115580068, + "TN": 72178351, + "TP": 18793, + "n_pred": 26830, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8524997473801839, + "FN": 17281, + "FP": 7534, + "IoU": 0.7429190062781013, + "TN": 52456594, + "TP": 71711, + "n_pred": 79245, + "n_ref": 88992 + }, + "10": { + "Dice": 0.07888612941705614, + "FN": 45167, + "FP": 1936, + "IoU": 0.04106270358306189, + "TN": 52504000, + "TP": 2017, + "n_pred": 3953, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0409670920080591, + "FN": 1981, + "FP": 875, + "IoU": 0.020911895783339046, + "TN": 52550203, + "TP": 61, + "n_pred": 936, + "n_ref": 2042 + }, + "12": { + "Dice": 0.06198003327787022, + "FN": 3917, + "FP": 593, + "IoU": 0.03198111182657223, + "TN": 52548461, + "TP": 149, + "n_pred": 742, + "n_ref": 4066 + }, + "13": { + "Dice": 0.07401272774823468, + "FN": 20766, + "FP": 478, + "IoU": 0.038428461503643686, + "TN": 52531027, + "TP": 849, + "n_pred": 1327, + "n_ref": 21615 + }, + "14": { + "Dice": 0.3534782426603007, + "FN": 43177, + "FP": 3134, + "IoU": 0.21468179274558682, + "TN": 52494149, + "TP": 12660, + "n_pred": 15794, + "n_ref": 55837 + }, + "15": { + "Dice": 0.0, + "FN": 25269, + "FP": 3427, + "IoU": 0.0, + "TN": 52524424, + "TP": 0, + "n_pred": 3427, + "n_ref": 25269 + }, + "2": { + "Dice": 0.8750230684055118, + "FN": 21281, + "FP": 11225, + "IoU": 0.7778142323018982, + "TN": 52406819, + "TP": 113795, + "n_pred": 125020, + "n_ref": 135076 + }, + "3": { + "Dice": 0.9036753473819822, + "FN": 20340, + "FP": 5829, + "IoU": 0.8242771383677361, + "TN": 52404198, + "TP": 122753, + "n_pred": 128582, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 42, + "IoU": 0.0, + "TN": 52551198, + "TP": 0, + "n_pred": 42, + "n_ref": 1880 + }, + "5": { + "Dice": 0.5070360110803324, + "FN": 3994, + "FP": 455, + "IoU": 0.3396170402256197, + "TN": 52546383, + "TP": 2288, + "n_pred": 2743, + "n_ref": 6282 + }, + "6": { + "Dice": 0.9107545156317932, + "FN": 58491, + "FP": 81505, + "IoU": 0.8361333865524874, + "TN": 51698791, + "TP": 714333, + "n_pred": 795838, + "n_ref": 772824 + }, + "7": { + "Dice": 0.15872148862275995, + "FN": 175629, + "FP": 9194, + "IoU": 0.08620178188254606, + "TN": 52350862, + "TP": 17435, + "n_pred": 26629, + "n_ref": 193064 + }, + "8": { + "Dice": 0.8312483202857465, + "FN": 11591, + "FP": 7874, + "IoU": 0.7112274871673144, + "TN": 52485714, + "TP": 47941, + "n_pred": 55815, + "n_ref": 59532 + }, + "9": { + "Dice": 0.8142262627263495, + "FN": 12351, + "FP": 17647, + "IoU": 0.6866624189184954, + "TN": 52457383, + "TP": 65739, + "n_pred": 83386, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9698436096259017, + "FN": 14743, + "FP": 2544, + "IoU": 0.9414527917200084, + "TN": 143841984, + "TP": 277979, + "n_pred": 280523, + "n_ref": 292722 + }, + "10": { + "Dice": 0.715558498280829, + "FN": 36678, + "FP": 12296, + "IoU": 0.5570969929911824, + "TN": 144026675, + "TP": 61601, + "n_pred": 73897, + "n_ref": 98279 + }, + "11": { + "Dice": 0.6824823792332818, + "FN": 2649, + "FP": 1045, + "IoU": 0.5180062630480167, + "TN": 144129586, + "TP": 3970, + "n_pred": 5015, + "n_ref": 6619 + }, + "12": { + "Dice": 0.5989279332936271, + "FN": 3132, + "FP": 235, + "IoU": 0.42747832001360314, + "TN": 144131369, + "TP": 2514, + "n_pred": 2749, + "n_ref": 5646 + }, + "13": { + "Dice": 0.5646048018697546, + "FN": 61784, + "FP": 3790, + "IoU": 0.3933444967666133, + "TN": 144029159, + "TP": 42517, + "n_pred": 46307, + "n_ref": 104301 + }, + "14": { + "Dice": 0.9524265950195486, + "FN": 26536, + "FP": 11781, + "IoU": 0.9091740879364169, + "TN": 143715377, + "TP": 383556, + "n_pred": 395337, + "n_ref": 410092 + }, + "15": { + "Dice": 0.5780600497581629, + "FN": 3962, + "FP": 23343, + "IoU": 0.40652915733878153, + "TN": 144091241, + "TP": 18704, + "n_pred": 42047, + "n_ref": 22666 + }, + "2": { + "Dice": 0.9600768792294538, + "FN": 6662, + "FP": 4264, + "IoU": 0.9232190919248635, + "TN": 143994949, + "TP": 131375, + "n_pred": 135639, + "n_ref": 138037 + }, + "3": { + "Dice": 0.9602696176363289, + "FN": 8369, + "FP": 5353, + "IoU": 0.9235756056808688, + "TN": 143957700, + "TP": 165828, + "n_pred": 171181, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9062852611997194, + "FN": 6593, + "FP": 2626, + "IoU": 0.8286303814409993, + "TN": 144083454, + "TP": 44577, + "n_pred": 47203, + "n_ref": 51170 + }, + "5": { + "Dice": 0.7481653709220374, + "FN": 11538, + "FP": 2326, + "IoU": 0.5976551163735562, + "TN": 144102792, + "TP": 20594, + "n_pred": 22920, + "n_ref": 32132 + }, + "6": { + "Dice": 0.9504166364230239, + "FN": 49200, + "FP": 87422, + "IoU": 0.9055180078159848, + "TN": 142691239, + "TP": 1309389, + "n_pred": 1396811, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.910364187484135, + "FN": 35673, + "FP": 6348, + "IoU": 0.8354756488612383, + "TN": 143881841, + "TP": 213388, + "n_pred": 219736, + "n_ref": 249061 + }, + "8": { + "Dice": 0.8976455369771302, + "FN": 13652, + "FP": 35485, + "IoU": 0.814298455793985, + "TN": 143872648, + "TP": 215465, + "n_pred": 250950, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8905530133032064, + "FN": 8539, + "FP": 12580, + "IoU": 0.8026999252615844, + "TN": 144030210, + "TP": 85921, + "n_pred": 98501, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.955520002976495, + "FN": 8558, + "FP": 10570, + "IoU": 0.9148284368293096, + "TN": 111554338, + "TP": 205454, + "n_pred": 216024, + "n_ref": 214012 + }, + "10": { + "Dice": 0.6086658630971262, + "FN": 22016, + "FP": 8827, + "IoU": 0.4374692224917471, + "TN": 111724091, + "TP": 23986, + "n_pred": 32813, + "n_ref": 46002 + }, + "11": { + "Dice": 0.6603500883250362, + "FN": 1739, + "FP": 376, + "IoU": 0.49292735555022776, + "TN": 111774749, + "TP": 2056, + "n_pred": 2432, + "n_ref": 3795 + }, + "12": { + "Dice": 0.6028002947678703, + "FN": 2615, + "FP": 80, + "IoU": 0.43143459915611815, + "TN": 111774180, + "TP": 2045, + "n_pred": 2125, + "n_ref": 4660 + }, + "13": { + "Dice": 0.6087030990740245, + "FN": 24512, + "FP": 12041, + "IoU": 0.43750769420164964, + "TN": 111713936, + "TP": 28431, + "n_pred": 40472, + "n_ref": 52943 + }, + "14": { + "Dice": 0.8769374750257629, + "FN": 8581, + "FP": 14825, + "IoU": 0.7808447486446756, + "TN": 111672119, + "TP": 83395, + "n_pred": 98220, + "n_ref": 91976 + }, + "15": { + "Dice": 0.41077229382793673, + "FN": 6812, + "FP": 4434, + "IoU": 0.25847289990768824, + "TN": 111763754, + "TP": 3920, + "n_pred": 8354, + "n_ref": 10732 + }, + "2": { + "Dice": 0.8337951447271514, + "FN": 56303, + "FP": 3500, + "IoU": 0.7149645630073066, + "TN": 111569111, + "TP": 150006, + "n_pred": 153506, + "n_ref": 206309 + }, + "3": { + "Dice": 0.70190175627955, + "FN": 3611, + "FP": 47207, + "IoU": 0.5407154348101152, + "TN": 111668274, + "TP": 59828, + "n_pred": 107035, + "n_ref": 63439 + }, + "4": { + "Dice": 0.7987732955885822, + "FN": 3442, + "FP": 4235, + "IoU": 0.6649646504320503, + "TN": 111756006, + "TP": 15237, + "n_pred": 19472, + "n_ref": 18679 + }, + "5": { + "Dice": 0.515382835993523, + "FN": 16390, + "FP": 2465, + "IoU": 0.34714864443751947, + "TN": 111750039, + "TP": 10026, + "n_pred": 12491, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9666874668039585, + "FN": 48098, + "FP": 33688, + "IoU": 0.9355228314264113, + "TN": 110510471, + "TP": 1186663, + "n_pred": 1220351, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.8641014881048452, + "FN": 51009, + "FP": 7931, + "IoU": 0.7607206797578789, + "TN": 111532597, + "TP": 187383, + "n_pred": 195314, + "n_ref": 238392 + }, + "8": { + "Dice": 0.8827540273594401, + "FN": 40001, + "FP": 23020, + "IoU": 0.7901160970606063, + "TN": 111478654, + "TP": 237245, + "n_pred": 260265, + "n_ref": 277246 + }, + "9": { + "Dice": 0.8252502325097394, + "FN": 16895, + "FP": 9974, + "IoU": 0.7024902284278011, + "TN": 111688607, + "TP": 63444, + "n_pred": 73418, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9057433706170668, + "FN": 14057, + "FP": 17443, + "IoU": 0.8277248191110601, + "TN": 198905028, + "TP": 151347, + "n_pred": 168790, + "n_ref": 165404 + }, + "10": { + "Dice": 0.45798384078550514, + "FN": 42324, + "FP": 6916, + "IoU": 0.2970032694202133, + "TN": 199017832, + "TP": 20803, + "n_pred": 27719, + "n_ref": 63127 + }, + "11": { + "Dice": 0.722412109375, + "FN": 1476, + "FP": 798, + "IoU": 0.5654500286642461, + "TN": 199082642, + "TP": 2959, + "n_pred": 3757, + "n_ref": 4435 + }, + "12": { + "Dice": 0.6731060606060606, + "FN": 1558, + "FP": 168, + "IoU": 0.5072794747359406, + "TN": 199084372, + "TP": 1777, + "n_pred": 1945, + "n_ref": 3335 + }, + "13": { + "Dice": 0.16973717986691153, + "FN": 31296, + "FP": 10751, + "IoU": 0.09273923832128601, + "TN": 199041530, + "TP": 4298, + "n_pred": 15049, + "n_ref": 35594 + }, + "14": { + "Dice": 0.7054435579056701, + "FN": 17064, + "FP": 7892, + "IoU": 0.5449307075127644, + "TN": 199033035, + "TP": 29884, + "n_pred": 37776, + "n_ref": 46948 + }, + "15": { + "Dice": 0.7328657114597606, + "FN": 57802, + "FP": 1076, + "IoU": 0.5783646753841968, + "TN": 198948233, + "TP": 80764, + "n_pred": 81840, + "n_ref": 138566 + }, + "2": { + "Dice": 0.9399237485054256, + "FN": 4586, + "FP": 11392, + "IoU": 0.8866567354756331, + "TN": 198946905, + "TP": 124992, + "n_pred": 136384, + "n_ref": 129578 + }, + "3": { + "Dice": 0.953215648785329, + "FN": 8209, + "FP": 4613, + "IoU": 0.9106132009704135, + "TN": 198944431, + "TP": 130622, + "n_pred": 135235, + "n_ref": 138831 + }, + "4": { + "Dice": 0.6438664596273292, + "FN": 8827, + "FP": 347, + "IoU": 0.4747810156294727, + "TN": 199070408, + "TP": 8293, + "n_pred": 8640, + "n_ref": 17120 + }, + "5": { + "Dice": 0.553023985055209, + "FN": 11779, + "FP": 1620, + "IoU": 0.38219291774253045, + "TN": 199066187, + "TP": 8289, + "n_pred": 9909, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9589957700808178, + "FN": 51575, + "FP": 42785, + "IoU": 0.9212217803911026, + "TN": 197890082, + "TP": 1103433, + "n_pred": 1146218, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.8324882352528632, + "FN": 37474, + "FP": 10296, + "IoU": 0.7130448363688788, + "TN": 198921403, + "TP": 118702, + "n_pred": 128998, + "n_ref": 156176 + }, + "8": { + "Dice": 0.8695283705237573, + "FN": 9597, + "FP": 23041, + "IoU": 0.7691731024922912, + "TN": 198946479, + "TP": 108758, + "n_pred": 131799, + "n_ref": 118355 + }, + "9": { + "Dice": 0.8916420674044022, + "FN": 11423, + "FP": 10932, + "IoU": 0.8044712282757958, + "TN": 198973544, + "TP": 91976, + "n_pred": 102908, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9401499444298008, + "FN": 11386, + "FP": 10639, + "IoU": 0.8870593906078538, + "TN": 130880178, + "TP": 172989, + "n_pred": 183628, + "n_ref": 184375 + }, + "10": { + "Dice": 0.7322386968163535, + "FN": 20644, + "FP": 24756, + "IoU": 0.5775840412367297, + "TN": 130967715, + "TP": 62077, + "n_pred": 86833, + "n_ref": 82721 + }, + "11": { + "Dice": 0.7376027909294792, + "FN": 1111, + "FP": 995, + "IoU": 0.5842874062376628, + "TN": 131070126, + "TP": 2960, + "n_pred": 3955, + "n_ref": 4071 + }, + "12": { + "Dice": 0.7311854103343465, + "FN": 1628, + "FP": 583, + "IoU": 0.576274434649291, + "TN": 131069974, + "TP": 3007, + "n_pred": 3590, + "n_ref": 4635 + }, + "13": { + "Dice": 0.36174639607655346, + "FN": 68251, + "FP": 9053, + "IoU": 0.2208122083236738, + "TN": 130975981, + "TP": 21907, + "n_pred": 30960, + "n_ref": 90158 + }, + "14": { + "Dice": 0.4792007367510395, + "FN": 13685, + "FP": 79624, + "IoU": 0.3150979543002268, + "TN": 130938955, + "TP": 42928, + "n_pred": 122552, + "n_ref": 56613 + }, + "15": { + "Dice": 0.5760287485907554, + "FN": 3054, + "FP": 33048, + "IoU": 0.4045227373942303, + "TN": 131014565, + "TP": 24525, + "n_pred": 57573, + "n_ref": 27579 + }, + "2": { + "Dice": 0.8776010360587951, + "FN": 9141, + "FP": 33011, + "IoU": 0.7818975821014451, + "TN": 130881925, + "TP": 151115, + "n_pred": 184126, + "n_ref": 160256 + }, + "3": { + "Dice": 0.8576060774504354, + "FN": 23444, + "FP": 31888, + "IoU": 0.7507095937069175, + "TN": 130853234, + "TP": 166626, + "n_pred": 198514, + "n_ref": 190070 + }, + "4": { + "Dice": 0.45352385361644815, + "FN": 51529, + "FP": 407, + "IoU": 0.2932627539564821, + "TN": 131001705, + "TP": 21551, + "n_pred": 21958, + "n_ref": 73080 + }, + "5": { + "Dice": 0.7573316401444502, + "FN": 5157, + "FP": 958, + "IoU": 0.6094398671520725, + "TN": 131059535, + "TP": 9542, + "n_pred": 10500, + "n_ref": 14699 + }, + "6": { + "Dice": 0.9626613511865619, + "FN": 60412, + "FP": 48777, + "IoU": 0.9280106860837626, + "TN": 129558453, + "TP": 1407550, + "n_pred": 1456327, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.7822212783138477, + "FN": 106841, + "FP": 266413, + "IoU": 0.6423344934379983, + "TN": 130031608, + "TP": 670330, + "n_pred": 936743, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9144954915944006, + "FN": 8865, + "FP": 13448, + "IoU": 0.842461256045469, + "TN": 130933557, + "TP": 119322, + "n_pred": 132770, + "n_ref": 128187 + }, + "9": { + "Dice": 0.7259254465441367, + "FN": 20675, + "FP": 13205, + "IoU": 0.5697668512216183, + "TN": 130996444, + "TP": 44868, + "n_pred": 58073, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9785177453512457, + "FN": 5074, + "FP": 4167, + "IoU": 0.957939054641451, + "TN": 101397495, + "TP": 210464, + "n_pred": 214631, + "n_ref": 215538 + }, + "10": { + "Dice": 0.7410985820307122, + "FN": 16215, + "FP": 4472, + "IoU": 0.5886867481857043, + "TN": 101566905, + "TP": 29608, + "n_pred": 34080, + "n_ref": 45823 + }, + "11": { + "Dice": 0.8347533396444725, + "FN": 991, + "FP": 580, + "IoU": 0.7163747968947464, + "TN": 101611661, + "TP": 3968, + "n_pred": 4548, + "n_ref": 4959 + }, + "12": { + "Dice": 0.5554532298381792, + "FN": 3379, + "FP": 0, + "IoU": 0.38451730418943536, + "TN": 101611710, + "TP": 2111, + "n_pred": 2111, + "n_ref": 5490 + }, + "13": { + "Dice": 0.7404220592018309, + "FN": 18349, + "FP": 10914, + "IoU": 0.5878334600974675, + "TN": 101546202, + "TP": 41735, + "n_pred": 52649, + "n_ref": 60084 + }, + "14": { + "Dice": 0.8941576895115987, + "FN": 7652, + "FP": 5160, + "IoU": 0.8085761243089795, + "TN": 101550270, + "TP": 54118, + "n_pred": 59278, + "n_ref": 61770 + }, + "15": { + "Dice": 0.730621482385873, + "FN": 8731, + "FP": 9361, + "IoU": 0.5755741666080184, + "TN": 101574573, + "TP": 24535, + "n_pred": 33896, + "n_ref": 33266 + }, + "2": { + "Dice": 0.9209287682986675, + "FN": 23153, + "FP": 2466, + "IoU": 0.8534457608017894, + "TN": 101442391, + "TP": 149190, + "n_pred": 151656, + "n_ref": 172343 + }, + "3": { + "Dice": 0.9323661928608294, + "FN": 5873, + "FP": 18370, + "IoU": 0.8733014884187641, + "TN": 101425856, + "TP": 167101, + "n_pred": 185471, + "n_ref": 172974 + }, + "4": { + "Dice": 0.7936077367614105, + "FN": 2755, + "FP": 4245, + "IoU": 0.6578355655489295, + "TN": 101596742, + "TP": 13458, + "n_pred": 17703, + "n_ref": 16213 + }, + "5": { + "Dice": 0.7877205924076491, + "FN": 9548, + "FP": 1675, + "IoU": 0.6497846845160082, + "TN": 101585154, + "TP": 20823, + "n_pred": 22498, + "n_ref": 30371 + }, + "6": { + "Dice": 0.9752617815781789, + "FN": 60927, + "FP": 13789, + "IoU": 0.9517179744502553, + "TN": 100069709, + "TP": 1472775, + "n_pred": 1486564, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.8965983073302413, + "FN": 49524, + "FP": 37734, + "IoU": 0.8125765197630411, + "TN": 101151634, + "TP": 378308, + "n_pred": 416042, + "n_ref": 427832 + }, + "8": { + "Dice": 0.9355719058693396, + "FN": 25569, + "FP": 2855, + "IoU": 0.8789432663682554, + "TN": 101382401, + "TP": 206375, + "n_pred": 209230, + "n_ref": 231944 + }, + "9": { + "Dice": 0.9340838518625089, + "FN": 3087, + "FP": 7909, + "IoU": 0.8763201997592991, + "TN": 101528293, + "TP": 77911, + "n_pred": 85820, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8614645259892033, + "FN": 14588, + "FP": 48773, + "IoU": 0.7566426744302164, + "TN": 118921850, + "TP": 197001, + "n_pred": 245774, + "n_ref": 211589 + }, + "10": { + "Dice": 0.7341130340724716, + "FN": 26453, + "FP": 12877, + "IoU": 0.5799198931909212, + "TN": 119088587, + "TP": 54295, + "n_pred": 67172, + "n_ref": 80748 + }, + "11": { + "Dice": 0.6790173177607732, + "FN": 1509, + "FP": 882, + "IoU": 0.5140243902439025, + "TN": 119177292, + "TP": 2529, + "n_pred": 3411, + "n_ref": 4038 + }, + "12": { + "Dice": 0.13842375530252288, + "FN": 3825, + "FP": 34, + "IoU": 0.07435835931878149, + "TN": 119178043, + "TP": 310, + "n_pred": 344, + "n_ref": 4135 + }, + "13": { + "Dice": 0.5814994279561209, + "FN": 15794, + "FP": 9080, + "IoU": 0.4099395089550468, + "TN": 119140057, + "TP": 17281, + "n_pred": 26361, + "n_ref": 33075 + }, + "14": { + "Dice": 0.0, + "FN": 65867, + "FP": 6062, + "IoU": 0.0, + "TN": 119110283, + "TP": 0, + "n_pred": 6062, + "n_ref": 65867 + }, + "15": { + "Dice": 0.39465046252339747, + "FN": 13446, + "FP": 8869, + "IoU": 0.24583460069620466, + "TN": 119152623, + "TP": 7274, + "n_pred": 16143, + "n_ref": 20720 + }, + "2": { + "Dice": 0.9175917304010295, + "FN": 18081, + "FP": 13425, + "IoU": 0.8477316334076004, + "TN": 118975301, + "TP": 175405, + "n_pred": 188830, + "n_ref": 193486 + }, + "3": { + "Dice": 0.9424712612730429, + "FN": 13228, + "FP": 9207, + "IoU": 0.8912015595978798, + "TN": 118976005, + "TP": 183772, + "n_pred": 192979, + "n_ref": 197000 + }, + "4": { + "Dice": 0.004696240705356937, + "FN": 43235, + "FP": 0, + "IoU": 0.002353646999100076, + "TN": 119138875, + "TP": 102, + "n_pred": 102, + "n_ref": 43337 + }, + "5": { + "Dice": 0.8311129697114523, + "FN": 3810, + "FP": 1844, + "IoU": 0.7110293366043136, + "TN": 119162646, + "TP": 13912, + "n_pred": 15756, + "n_ref": 17722 + }, + "6": { + "Dice": 0.926959609161084, + "FN": 183157, + "FP": 62016, + "IoU": 0.8638627372044921, + "TN": 117381287, + "TP": 1555752, + "n_pred": 1617768, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.8673284328757042, + "FN": 50136, + "FP": 25579, + "IoU": 0.7657369161986974, + "TN": 118859007, + "TP": 247490, + "n_pred": 273069, + "n_ref": 297626 + }, + "8": { + "Dice": 0.95196879263814, + "FN": 2974, + "FP": 5017, + "IoU": 0.908340119980271, + "TN": 119095031, + "TP": 79190, + "n_pred": 84207, + "n_ref": 82164 + }, + "9": { + "Dice": 0.9142586779911374, + "FN": 6295, + "FP": 8565, + "IoU": 0.8420593924707183, + "TN": 119088126, + "TP": 79226, + "n_pred": 87791, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 19635, + "IoU": 0.0, + "TN": 61312845, + "TP": 0, + "n_pred": 19635, + "n_ref": 0 + }, + "10": { + "Dice": 0.4464834152334152, + "FN": 22798, + "FP": 6038, + "IoU": 0.2874017693866456, + "TN": 61292014, + "TP": 11630, + "n_pred": 17668, + "n_ref": 34428 + }, + "11": { + "Dice": 0.8466165413533835, + "FN": 486, + "FP": 738, + "IoU": 0.7340286831812256, + "TN": 61327878, + "TP": 3378, + "n_pred": 4116, + "n_ref": 3864 + }, + "12": { + "Dice": 0.4085355921159798, + "FN": 3596, + "FP": 35, + "IoU": 0.25670419651995907, + "TN": 61327595, + "TP": 1254, + "n_pred": 1289, + "n_ref": 4850 + }, + "13": { + "Dice": 0.3156999448956611, + "FN": 39519, + "FP": 17605, + "IoU": 0.18743687856502753, + "TN": 61262179, + "TP": 13177, + "n_pred": 30782, + "n_ref": 52696 + }, + "14": { + "Dice": 0.911058159513018, + "FN": 36199, + "FP": 9563, + "IoU": 0.8366453796151196, + "TN": 61052341, + "TP": 234377, + "n_pred": 243940, + "n_ref": 270576 + }, + "15": { + "Dice": 0.7196479476257059, + "FN": 31834, + "FP": 19896, + "IoU": 0.5620703667332634, + "TN": 61214356, + "TP": 66394, + "n_pred": 86290, + "n_ref": 98228 + }, + "2": { + "Dice": 0.9253579130615532, + "FN": 18485, + "FP": 4497, + "IoU": 0.8610847502704925, + "TN": 61167041, + "TP": 142457, + "n_pred": 146954, + "n_ref": 160942 + }, + "3": { + "Dice": 0.9179744487712566, + "FN": 6889, + "FP": 14870, + "IoU": 0.8483851862174686, + "TN": 61188965, + "TP": 121756, + "n_pred": 136626, + "n_ref": 128645 + }, + "4": { + "Dice": 0.6783161239078633, + "FN": 20412, + "FP": 243, + "IoU": 0.5132211538461539, + "TN": 61290048, + "TP": 21777, + "n_pred": 22020, + "n_ref": 42189 + }, + "5": { + "Dice": 0.8156650132656592, + "FN": 1501, + "FP": 1695, + "IoU": 0.6887114054738482, + "TN": 61322213, + "TP": 7071, + "n_pred": 8766, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9558287827504585, + "FN": 32024, + "FP": 76489, + "IoU": 0.9153946852396616, + "TN": 60049901, + "TP": 1174066, + "n_pred": 1250555, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.41484390020261175, + "FN": 148126, + "FP": 10140, + "IoU": 0.26170539308755547, + "TN": 61118113, + "TP": 56101, + "n_pred": 66241, + "n_ref": 204227 + }, + "8": { + "Dice": 0.9201527610874476, + "FN": 9088, + "FP": 3603, + "IoU": 0.8521138249277525, + "TN": 61246664, + "TP": 73125, + "n_pred": 76728, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8261718008489055, + "FN": 8971, + "FP": 13922, + "IoU": 0.7038268474435935, + "TN": 61255184, + "TP": 54403, + "n_pred": 68325, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9781469227183318, + "FN": 5098, + "FP": 2590, + "IoU": 0.9572285335974097, + "TN": 148927754, + "TP": 172058, + "n_pred": 174648, + "n_ref": 177156 + }, + "10": { + "Dice": 0.8076096829539064, + "FN": 16787, + "FP": 9901, + "IoU": 0.6773031208057749, + "TN": 149024797, + "TP": 56015, + "n_pred": 65916, + "n_ref": 72802 + }, + "11": { + "Dice": 0.80843653250774, + "FN": 515, + "FP": 475, + "IoU": 0.6784670347515427, + "TN": 149104421, + "TP": 2089, + "n_pred": 2564, + "n_ref": 2604 + }, + "12": { + "Dice": 0.36384439359267734, + "FN": 1620, + "FP": 48, + "IoU": 0.22237762237762237, + "TN": 149105355, + "TP": 477, + "n_pred": 525, + "n_ref": 2097 + }, + "13": { + "Dice": 0.47761603733217073, + "FN": 54788, + "FP": 9915, + "IoU": 0.3137290256888908, + "TN": 149013218, + "TP": 29579, + "n_pred": 39494, + "n_ref": 84367 + }, + "14": { + "Dice": 0.9108654557409386, + "FN": 4406, + "FP": 12946, + "IoU": 0.8363204165566163, + "TN": 149001488, + "TP": 88660, + "n_pred": 101606, + "n_ref": 93066 + }, + "15": { + "Dice": 0.6916149159725696, + "FN": 14544, + "FP": 6412, + "IoU": 0.5286019570352042, + "TN": 149063045, + "TP": 23499, + "n_pred": 29911, + "n_ref": 38043 + }, + "2": { + "Dice": 0.965319896538384, + "FN": 6041, + "FP": 4806, + "IoU": 0.932964588097151, + "TN": 148945690, + "TP": 150963, + "n_pred": 155769, + "n_ref": 157004 + }, + "3": { + "Dice": 0.8304679537856346, + "FN": 16491, + "FP": 1308, + "IoU": 0.7100856761247027, + "TN": 149046106, + "TP": 43595, + "n_pred": 44903, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9239567721069654, + "FN": 2407, + "FP": 1449, + "IoU": 0.8586613884612565, + "TN": 149080218, + "TP": 23426, + "n_pred": 24875, + "n_ref": 25833 + }, + "5": { + "Dice": 0.20191410519580924, + "FN": 29929, + "FP": 8, + "IoU": 0.11229391531253706, + "TN": 149073776, + "TP": 3787, + "n_pred": 3795, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9669035080133093, + "FN": 43928, + "FP": 28784, + "IoU": 0.9359275880938387, + "TN": 147972659, + "TP": 1062129, + "n_pred": 1090913, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.8595808532986545, + "FN": 60313, + "FP": 9872, + "IoU": 0.7537411624357467, + "TN": 148822495, + "TP": 214820, + "n_pred": 224692, + "n_ref": 275133 + }, + "8": { + "Dice": 0.9203338942228381, + "FN": 19859, + "FP": 16360, + "IoU": 0.8524245498661517, + "TN": 148862073, + "TP": 209208, + "n_pred": 225568, + "n_ref": 229067 + }, + "9": { + "Dice": 0.8380071690758286, + "FN": 19339, + "FP": 7008, + "IoU": 0.7211810148685116, + "TN": 149013005, + "TP": 68148, + "n_pred": 75156, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9320293662396164, + "FN": 48744, + "FP": 19277, + "IoU": 0.8727106689796231, + "TN": 100178419, + "TP": 466360, + "n_pred": 485637, + "n_ref": 515104 + }, + "10": { + "Dice": 0.23406690305998012, + "FN": 32233, + "FP": 8592, + "IoU": 0.13254573656587978, + "TN": 100665737, + "TP": 6238, + "n_pred": 14830, + "n_ref": 38471 + }, + "11": { + "Dice": 0.5534883720930233, + "FN": 1934, + "FP": 562, + "IoU": 0.38263665594855306, + "TN": 100708757, + "TP": 1547, + "n_pred": 2109, + "n_ref": 3481 + }, + "12": { + "Dice": 0.4898706370515011, + "FN": 3866, + "FP": 314, + "IoU": 0.32438984968482304, + "TN": 100706613, + "TP": 2007, + "n_pred": 2321, + "n_ref": 5873 + }, + "13": { + "Dice": 0.03190467877094972, + "FN": 38424, + "FP": 5938, + "IoU": 0.01621094183132637, + "TN": 100667707, + "TP": 731, + "n_pred": 6669, + "n_ref": 39155 + }, + "14": { + "Dice": 0.4204437743302164, + "FN": 106211, + "FP": 25248, + "IoU": 0.26617841612566495, + "TN": 100533657, + "TP": 47684, + "n_pred": 72932, + "n_ref": 153895 + }, + "15": { + "Dice": 0.818563421673599, + "FN": 9756, + "FP": 28151, + "IoU": 0.6928543069431278, + "TN": 100589383, + "TP": 85510, + "n_pred": 113661, + "n_ref": 95266 + }, + "2": { + "Dice": 0.8375924539880153, + "FN": 52984, + "FP": 16886, + "IoU": 0.7205669447532814, + "TN": 100462758, + "TP": 180172, + "n_pred": 197058, + "n_ref": 233156 + }, + "3": { + "Dice": 0.8646316861946001, + "FN": 11786, + "FP": 54646, + "IoU": 0.7615429069855092, + "TN": 100434209, + "TP": 212159, + "n_pred": 266805, + "n_ref": 223945 + }, + "4": { + "Dice": 0.0, + "FN": 57652, + "FP": 2826, + "IoU": 0.0, + "TN": 100652322, + "TP": 0, + "n_pred": 2826, + "n_ref": 57652 + }, + "5": { + "Dice": 0.7103357472021067, + "FN": 6762, + "FP": 1158, + "IoU": 0.5507912200102093, + "TN": 100695169, + "TP": 9711, + "n_pred": 10869, + "n_ref": 16473 + }, + "6": { + "Dice": 0.8458020652096664, + "FN": 471429, + "FP": 114389, + "IoU": 0.732805041245643, + "TN": 98520326, + "TP": 1606656, + "n_pred": 1721045, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.5166415626062874, + "FN": 87234, + "FP": 71934, + "IoU": 0.3482917881358708, + "TN": 100468568, + "TP": 85064, + "n_pred": 156998, + "n_ref": 172298 + }, + "8": { + "Dice": 0.9223959923150127, + "FN": 3258, + "FP": 14030, + "IoU": 0.8559693409980839, + "TN": 100592770, + "TP": 102742, + "n_pred": 116772, + "n_ref": 106000 + }, + "9": { + "Dice": 0.8158605788636417, + "FN": 15951, + "FP": 22826, + "IoU": 0.688990303253904, + "TN": 100588119, + "TP": 85904, + "n_pred": 108730, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9659053844038399, + "FN": 2320, + "FP": 3011, + "IoU": 0.9340590017935556, + "TN": 78869855, + "TP": 75514, + "n_pred": 78525, + "n_ref": 77834 + }, + "10": { + "Dice": 0.5184592971609281, + "FN": 24353, + "FP": 2751, + "IoU": 0.34994603669504737, + "TN": 78909005, + "TP": 14591, + "n_pred": 17342, + "n_ref": 38944 + }, + "11": { + "Dice": 0.5176635187128367, + "FN": 628, + "FP": 751, + "IoU": 0.3492213308164228, + "TN": 78948581, + "TP": 740, + "n_pred": 1491, + "n_ref": 1368 + }, + "12": { + "Dice": 0.0, + "FN": 2560, + "FP": 0, + "IoU": 0.0, + "TN": 78948140, + "TP": 0, + "n_pred": 0, + "n_ref": 2560 + }, + "13": { + "Dice": 0.3230586757831577, + "FN": 47829, + "FP": 684, + "IoU": 0.19264757276706218, + "TN": 78890611, + "TP": 11576, + "n_pred": 12260, + "n_ref": 59405 + }, + "14": { + "Dice": 0.13912304313947724, + "FN": 24323, + "FP": 12136, + "IoU": 0.07476208602969166, + "TN": 78911295, + "TP": 2946, + "n_pred": 15082, + "n_ref": 27269 + }, + "15": { + "Dice": 0.896608056403422, + "FN": 6979, + "FP": 5046, + "IoU": 0.8125925348710357, + "TN": 78886535, + "TP": 52140, + "n_pred": 57186, + "n_ref": 59119 + }, + "2": { + "Dice": 0.7609410115753606, + "FN": 37144, + "FP": 2426, + "IoU": 0.6141281558699914, + "TN": 78848153, + "TP": 62977, + "n_pred": 65403, + "n_ref": 100121 + }, + "3": { + "Dice": 0.8810198300283286, + "FN": 3817, + "FP": 18023, + "IoU": 0.7873417721518987, + "TN": 78848000, + "TP": 80860, + "n_pred": 98883, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8692635732925975, + "FN": 3471, + "FP": 637, + "IoU": 0.7687587953841823, + "TN": 78932935, + "TP": 13657, + "n_pred": 14294, + "n_ref": 17128 + }, + "5": { + "Dice": 0.216914006911974, + "FN": 30530, + "FP": 286, + "IoU": 0.12165089499486946, + "TN": 78915616, + "TP": 4268, + "n_pred": 4554, + "n_ref": 34798 + }, + "6": { + "Dice": 0.9425309336573747, + "FN": 46625, + "FP": 33916, + "IoU": 0.89130827903763, + "TN": 78209696, + "TP": 660463, + "n_pred": 694379, + "n_ref": 707088 + }, + "7": { + "Dice": 0.5180783874947232, + "FN": 468298, + "FP": 2044, + "IoU": 0.34959904972225947, + "TN": 78227543, + "TP": 252815, + "n_pred": 254859, + "n_ref": 721113 + }, + "8": { + "Dice": 0.8608173324589478, + "FN": 67923, + "FP": 17184, + "IoU": 0.755644688939166, + "TN": 78602408, + "TP": 263185, + "n_pred": 280369, + "n_ref": 331108 + }, + "9": { + "Dice": 0.6333129691045558, + "FN": 28022, + "FP": 5590, + "IoU": 0.4633928286343753, + "TN": 78888062, + "TP": 29026, + "n_pred": 34616, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.980963349366574, + "FN": 3401, + "FP": 2219, + "IoU": 0.9626379470815051, + "TN": 104854020, + "TP": 144800, + "n_pred": 147019, + "n_ref": 148201 + }, + "10": { + "Dice": 0.8102163729645326, + "FN": 14590, + "FP": 19442, + "IoU": 0.6809779144324871, + "TN": 104897764, + "TP": 72644, + "n_pred": 92086, + "n_ref": 87234 + }, + "11": { + "Dice": 0.865316144874156, + "FN": 807, + "FP": 290, + "IoU": 0.7626054966457477, + "TN": 104999819, + "TP": 3524, + "n_pred": 3814, + "n_ref": 4331 + }, + "12": { + "Dice": 0.605417801347284, + "FN": 2721, + "FP": 32, + "IoU": 0.4341212744090442, + "TN": 104999575, + "TP": 2112, + "n_pred": 2144, + "n_ref": 4833 + }, + "13": { + "Dice": 0.759498988641668, + "FN": 29005, + "FP": 1909, + "IoU": 0.6122518092992336, + "TN": 104924713, + "TP": 48813, + "n_pred": 50722, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9454621539527132, + "FN": 4561, + "FP": 2998, + "IoU": 0.8965654077723043, + "TN": 104931360, + "TP": 65521, + "n_pred": 68519, + "n_ref": 70082 + }, + "15": { + "Dice": 0.7964089459758938, + "FN": 6751, + "FP": 2252, + "IoU": 0.66169397264392, + "TN": 104977828, + "TP": 17609, + "n_pred": 19861, + "n_ref": 24360 + }, + "2": { + "Dice": 0.8815731358794492, + "FN": 35023, + "FP": 1443, + "IoU": 0.788226002218441, + "TN": 104832247, + "TP": 135727, + "n_pred": 137170, + "n_ref": 170750 + }, + "3": { + "Dice": 0.9040564449086607, + "FN": 5101, + "FP": 26406, + "IoU": 0.8249115027035437, + "TN": 104824491, + "TP": 148442, + "n_pred": 174848, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2215, + "IoU": 0.0, + "TN": 105002225, + "TP": 0, + "n_pred": 2215, + "n_ref": 0 + }, + "5": { + "Dice": 0.6486579754601227, + "FN": 13163, + "FP": 5163, + "IoU": 0.48001021479442724, + "TN": 104969197, + "TP": 16917, + "n_pred": 22080, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9798191921408134, + "FN": 32340, + "FP": 17237, + "IoU": 0.9604368015870925, + "TN": 103751331, + "TP": 1203532, + "n_pred": 1220769, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.8869633598122785, + "FN": 19173, + "FP": 34587, + "IoU": 0.7968860393155482, + "TN": 104739761, + "TP": 210919, + "n_pred": 245506, + "n_ref": 230092 + }, + "8": { + "Dice": 0.9610765245178542, + "FN": 20609, + "FP": 7382, + "IoU": 0.9250696005996359, + "TN": 104630880, + "TP": 345569, + "n_pred": 352951, + "n_ref": 366178 + }, + "9": { + "Dice": 0.9085116515855681, + "FN": 10571, + "FP": 6142, + "IoU": 0.8323603755416467, + "TN": 104904744, + "TP": 82983, + "n_pred": 89125, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9631357562992452, + "FN": 28978, + "FP": 811, + "IoU": 0.9288928248327291, + "TN": 177257357, + "TP": 389142, + "n_pred": 389953, + "n_ref": 418120 + }, + "10": { + "Dice": 0.3557065986972529, + "FN": 54377, + "FP": 9323, + "IoU": 0.21632793661729247, + "TN": 177595004, + "TP": 17584, + "n_pred": 26907, + "n_ref": 71961 + }, + "11": { + "Dice": 0.7724688520624169, + "FN": 1550, + "FP": 331, + "IoU": 0.6292865589278676, + "TN": 177671214, + "TP": 3193, + "n_pred": 3524, + "n_ref": 4743 + }, + "12": { + "Dice": 0.7310968556104743, + "FN": 1722, + "FP": 835, + "IoU": 0.5761644289739765, + "TN": 177670255, + "TP": 3476, + "n_pred": 4311, + "n_ref": 5198 + }, + "13": { + "Dice": 0.7771461140502148, + "FN": 23906, + "FP": 6592, + "IoU": 0.6355183746638781, + "TN": 177592613, + "TP": 53177, + "n_pred": 59769, + "n_ref": 77083 + }, + "14": { + "Dice": 0.8963200667892877, + "FN": 7534, + "FP": 8362, + "IoU": 0.8121195645750352, + "TN": 177591681, + "TP": 68711, + "n_pred": 77073, + "n_ref": 76245 + }, + "15": { + "Dice": 0.2856423865300146, + "FN": 10683, + "FP": 51769, + "IoU": 0.16661773732952573, + "TN": 177601350, + "TP": 12486, + "n_pred": 64255, + "n_ref": 23169 + }, + "2": { + "Dice": 0.9287677923684099, + "FN": 7098, + "FP": 24695, + "IoU": 0.8670088387482693, + "TN": 177437227, + "TP": 207268, + "n_pred": 231963, + "n_ref": 214366 + }, + "3": { + "Dice": 0.9147175487203324, + "FN": 31899, + "FP": 760, + "IoU": 0.8428382377709872, + "TN": 177468483, + "TP": 175146, + "n_pred": 175906, + "n_ref": 207045 + }, + "4": { + "Dice": 0.8714281492863686, + "FN": 4943, + "FP": 3759, + "IoU": 0.7721512358609133, + "TN": 177638096, + "TP": 29490, + "n_pred": 33249, + "n_ref": 34433 + }, + "5": { + "Dice": 0.7552815914822079, + "FN": 10964, + "FP": 2137, + "IoU": 0.6067891229965784, + "TN": 177642970, + "TP": 20217, + "n_pred": 22354, + "n_ref": 31181 + }, + "6": { + "Dice": 0.9549271553954621, + "FN": 104129, + "FP": 56487, + "IoU": 0.9137421954130027, + "TN": 175814242, + "TP": 1701430, + "n_pred": 1757917, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.8565464366525242, + "FN": 33360, + "FP": 78793, + "IoU": 0.7490872074813191, + "TN": 177229308, + "TP": 334827, + "n_pred": 413620, + "n_ref": 368187 + }, + "8": { + "Dice": 0.8928710210540608, + "FN": 8734, + "FP": 37030, + "IoU": 0.8064742573210699, + "TN": 177439813, + "TP": 190711, + "n_pred": 227741, + "n_ref": 199445 + }, + "9": { + "Dice": 0.9144081598955245, + "FN": 13391, + "FP": 9417, + "IoU": 0.8423130371056616, + "TN": 177531647, + "TP": 121833, + "n_pred": 131250, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9695651821139663, + "FN": 7818, + "FP": 3435, + "IoU": 0.9409282035937574, + "TN": 193815038, + "TP": 179244, + "n_pred": 182679, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8830515463917525, + "FN": 12097, + "FP": 7755, + "IoU": 0.7905929262349554, + "TN": 193910734, + "TP": 74949, + "n_pred": 82704, + "n_ref": 87046 + }, + "11": { + "Dice": 0.7422282293879128, + "FN": 1190, + "FP": 145, + "IoU": 0.5901136014737488, + "TN": 194002278, + "TP": 1922, + "n_pred": 2067, + "n_ref": 3112 + }, + "12": { + "Dice": 0.6842702089745667, + "FN": 1838, + "FP": 111, + "IoU": 0.5200689485348436, + "TN": 194001474, + "TP": 2112, + "n_pred": 2223, + "n_ref": 3950 + }, + "13": { + "Dice": 0.5851469098277609, + "FN": 38000, + "FP": 2946, + "IoU": 0.4135743236469358, + "TN": 193935712, + "TP": 28877, + "n_pred": 31823, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8966122930280548, + "FN": 2907, + "FP": 13927, + "IoU": 0.8125994945952866, + "TN": 193915706, + "TP": 72995, + "n_pred": 86922, + "n_ref": 75902 + }, + "15": { + "Dice": 0.5760168650793651, + "FN": 7031, + "FP": 13483, + "IoU": 0.40451101628494296, + "TN": 193971086, + "TP": 13935, + "n_pred": 27418, + "n_ref": 20966 + }, + "2": { + "Dice": 0.9534639556377079, + "FN": 9943, + "FP": 2645, + "IoU": 0.9110665234838636, + "TN": 193863991, + "TP": 128956, + "n_pred": 131601, + "n_ref": 138899 + }, + "3": { + "Dice": 0.9432159255610123, + "FN": 10582, + "FP": 4345, + "IoU": 0.8925341972642189, + "TN": 193866635, + "TP": 123973, + "n_pred": 128318, + "n_ref": 134555 + }, + "4": { + "Dice": 0.9233014668320806, + "FN": 2051, + "FP": 1102, + "IoU": 0.8575301613121865, + "TN": 193983404, + "TP": 18978, + "n_pred": 20080, + "n_ref": 21029 + }, + "5": { + "Dice": 0.3323055237424016, + "FN": 21612, + "FP": 1125, + "IoU": 0.19926043317485473, + "TN": 193977140, + "TP": 5658, + "n_pred": 6783, + "n_ref": 27270 + }, + "6": { + "Dice": 0.953560013142427, + "FN": 34204, + "FP": 97387, + "IoU": 0.9112419490064961, + "TN": 192522954, + "TP": 1350990, + "n_pred": 1448377, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.7905119826106686, + "FN": 105948, + "FP": 8546, + "IoU": 0.6535922400595429, + "TN": 193675017, + "TP": 216024, + "n_pred": 224570, + "n_ref": 321972 + }, + "8": { + "Dice": 0.9469985035968783, + "FN": 18006, + "FP": 7000, + "IoU": 0.8993325335544803, + "TN": 193757133, + "TP": 223396, + "n_pred": 230396, + "n_ref": 241402 + }, + "9": { + "Dice": 0.8857724748202166, + "FN": 10780, + "FP": 11823, + "IoU": 0.7949655297532656, + "TN": 193895295, + "TP": 87637, + "n_pred": 99460, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9675802297640669, + "FN": 2309, + "FP": 5206, + "IoU": 0.9371965334826465, + "TN": 99536141, + "TP": 112144, + "n_pred": 117350, + "n_ref": 114453 + }, + "10": { + "Dice": 0.7772598180056801, + "FN": 24749, + "FP": 2152, + "IoU": 0.6356704633178488, + "TN": 99581963, + "TP": 46936, + "n_pred": 49088, + "n_ref": 71685 + }, + "11": { + "Dice": 0.8033629145259225, + "FN": 1062, + "FP": 201, + "IoU": 0.6713505074160812, + "TN": 99651957, + "TP": 2580, + "n_pred": 2781, + "n_ref": 3642 + }, + "12": { + "Dice": 0.29608404966571156, + "FN": 2948, + "FP": 0, + "IoU": 0.17376681614349776, + "TN": 99652232, + "TP": 620, + "n_pred": 620, + "n_ref": 3568 + }, + "13": { + "Dice": 0.5943958826893228, + "FN": 23603, + "FP": 6187, + "IoU": 0.42287574102057424, + "TN": 99604182, + "TP": 21828, + "n_pred": 28015, + "n_ref": 45431 + }, + "14": { + "Dice": 0.6384078255252391, + "FN": 23009, + "FP": 12256, + "IoU": 0.4688686065425628, + "TN": 99589404, + "TP": 31131, + "n_pred": 43387, + "n_ref": 54140 + }, + "15": { + "Dice": 0.44202105716284323, + "FN": 25625, + "FP": 5484, + "IoU": 0.283714397550137, + "TN": 99612369, + "TP": 12322, + "n_pred": 17806, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9565051962818601, + "FN": 6654, + "FP": 3177, + "IoU": 0.9166362811522187, + "TN": 99537871, + "TP": 108098, + "n_pred": 111275, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9645992752350175, + "FN": 5757, + "FP": 2908, + "IoU": 0.9316192776028472, + "TN": 99529083, + "TP": 118052, + "n_pred": 120960, + "n_ref": 123809 + }, + "4": { + "Dice": 0.8223838432409689, + "FN": 5224, + "FP": 686, + "IoU": 0.6983462637811352, + "TN": 99636208, + "TP": 13682, + "n_pred": 14368, + "n_ref": 18906 + }, + "5": { + "Dice": 0.6183412631775352, + "FN": 3652, + "FP": 439, + "IoU": 0.4475354490209318, + "TN": 99648395, + "TP": 3314, + "n_pred": 3753, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9677132804392864, + "FN": 45749, + "FP": 41555, + "IoU": 0.9374462173175043, + "TN": 98260137, + "TP": 1308359, + "n_pred": 1349914, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.8953761862239107, + "FN": 19077, + "FP": 15486, + "IoU": 0.8105711420099858, + "TN": 99473341, + "TP": 147896, + "n_pred": 163382, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9505614464999723, + "FN": 6661, + "FP": 3144, + "IoU": 0.9057809467068976, + "TN": 99551734, + "TP": 94261, + "n_pred": 97405, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9368536266317841, + "FN": 7800, + "FP": 4027, + "IoU": 0.8812085053384358, + "TN": 99556239, + "TP": 87734, + "n_pred": 91761, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8648641791442392, + "FN": 106040, + "FP": 485, + "IoU": 0.7619036975612591, + "TN": 62636117, + "TP": 340878, + "n_pred": 341363, + "n_ref": 446918 + }, + "10": { + "Dice": 0.8838094958020262, + "FN": 10738, + "FP": 5066, + "IoU": 0.7918088287599953, + "TN": 63007609, + "TP": 60107, + "n_pred": 65173, + "n_ref": 70845 + }, + "11": { + "Dice": 0.6877047766856355, + "FN": 1551, + "FP": 260, + "IoU": 0.5240473061760841, + "TN": 63079715, + "TP": 1994, + "n_pred": 2254, + "n_ref": 3545 + }, + "12": { + "Dice": 0.7204262877442273, + "FN": 1474, + "FP": 100, + "IoU": 0.5630205441421433, + "TN": 63079918, + "TP": 2028, + "n_pred": 2128, + "n_ref": 3502 + }, + "13": { + "Dice": 0.48409978960024047, + "FN": 29549, + "FP": 4779, + "IoU": 0.31934805884918904, + "TN": 63033086, + "TP": 16106, + "n_pred": 20885, + "n_ref": 45655 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9757873068383569, + "FN": 3332, + "FP": 2655, + "IoU": 0.952719404234484, + "TN": 62956893, + "TP": 120640, + "n_pred": 123295, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9805507292986261, + "FN": 2583, + "FP": 2376, + "IoU": 0.9618435732697265, + "TN": 62953555, + "TP": 125006, + "n_pred": 127382, + "n_ref": 127589 + }, + "4": { + "Dice": 0.12364052661705781, + "FN": 16841, + "FP": 0, + "IoU": 0.06589383770591824, + "TN": 63065491, + "TP": 1188, + "n_pred": 1188, + "n_ref": 18029 + }, + "5": { + "Dice": 0.46340714755536067, + "FN": 11670, + "FP": 567, + "IoU": 0.3015809599908681, + "TN": 63065999, + "TP": 5284, + "n_pred": 5851, + "n_ref": 16954 + }, + "6": { + "Dice": 0.892913682537881, + "FN": 146292, + "FP": 89579, + "IoU": 0.806543869663924, + "TN": 61864272, + "TP": 983377, + "n_pred": 1072956, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.8464404498946353, + "FN": 23302, + "FP": 25084, + "IoU": 0.7337639828107031, + "TN": 62901779, + "TP": 133355, + "n_pred": 158439, + "n_ref": 156657 + }, + "8": { + "Dice": 0.9217545883487618, + "FN": 14476, + "FP": 2074, + "IoU": 0.8548653009681493, + "TN": 62969488, + "TP": 97482, + "n_pred": 99556, + "n_ref": 111958 + }, + "9": { + "Dice": 0.8900803657703095, + "FN": 5122, + "FP": 4206, + "IoU": 0.8019322645716106, + "TN": 63036425, + "TP": 37767, + "n_pred": 41973, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9494394800974817, + "FN": 20300, + "FP": 10820, + "IoU": 0.9037456311280195, + "TN": 109285508, + "TP": 292190, + "n_pred": 303010, + "n_ref": 312490 + }, + "10": { + "Dice": 0.6119975347531329, + "FN": 43243, + "FP": 13417, + "IoU": 0.44091963096354037, + "TN": 109507473, + "TP": 44685, + "n_pred": 58102, + "n_ref": 87928 + }, + "11": { + "Dice": 0.7175461900736626, + "FN": 1495, + "FP": 844, + "IoU": 0.5595103578154426, + "TN": 109603508, + "TP": 2971, + "n_pred": 3815, + "n_ref": 4466 + }, + "12": { + "Dice": 0.15842470351309018, + "FN": 3727, + "FP": 34, + "IoU": 0.08602673147023086, + "TN": 109604703, + "TP": 354, + "n_pred": 388, + "n_ref": 4081 + }, + "13": { + "Dice": 0.3954824900951774, + "FN": 59068, + "FP": 7305, + "IoU": 0.24648063212388174, + "TN": 109520734, + "TP": 21711, + "n_pred": 29016, + "n_ref": 80779 + }, + "14": { + "Dice": 0.4605671889800865, + "FN": 53400, + "FP": 48535, + "IoU": 0.29917979250744237, + "TN": 109463367, + "TP": 43516, + "n_pred": 92051, + "n_ref": 96916 + }, + "15": { + "Dice": 0.7396101440050185, + "FN": 23368, + "FP": 33084, + "IoU": 0.5868106129917657, + "TN": 109472193, + "TP": 80173, + "n_pred": 113257, + "n_ref": 103541 + }, + "2": { + "Dice": 0.9126186508136914, + "FN": 24318, + "FP": 12017, + "IoU": 0.8392811330602712, + "TN": 109382740, + "TP": 189743, + "n_pred": 201760, + "n_ref": 214061 + }, + "3": { + "Dice": 0.9297272651910802, + "FN": 21381, + "FP": 12527, + "IoU": 0.8686825656238624, + "TN": 109350604, + "TP": 224306, + "n_pred": 236833, + "n_ref": 245687 + }, + "4": { + "Dice": 0.004523450519800016, + "FN": 50176, + "FP": 0, + "IoU": 0.0022668522569099223, + "TN": 109558528, + "TP": 114, + "n_pred": 114, + "n_ref": 50290 + }, + "5": { + "Dice": 0.7176051470197267, + "FN": 3804, + "FP": 1507, + "IoU": 0.5595820548967576, + "TN": 109596759, + "TP": 6748, + "n_pred": 8255, + "n_ref": 10552 + }, + "6": { + "Dice": 0.922470551735402, + "FN": 70058, + "FP": 128358, + "IoU": 0.8560977644008485, + "TN": 108229993, + "TP": 1180409, + "n_pred": 1308767, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.7718939147958916, + "FN": 415838, + "FP": 46424, + "IoU": 0.6285238092176741, + "TN": 108364426, + "TP": 782130, + "n_pred": 828554, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9393508412162908, + "FN": 4217, + "FP": 6785, + "IoU": 0.8856376620271718, + "TN": 109512615, + "TP": 85201, + "n_pred": 91986, + "n_ref": 89418 + }, + "9": { + "Dice": 0.6987008846736271, + "FN": 11368, + "FP": 26436, + "IoU": 0.5369256587086738, + "TN": 109527181, + "TP": 43833, + "n_pred": 70269, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9426261260889992, + "FN": 1593, + "FP": 5368, + "IoU": 0.8914785482664006, + "TN": 67003208, + "TP": 57183, + "n_pred": 62551, + "n_ref": 58776 + }, + "10": { + "Dice": 0.4981873059376572, + "FN": 50076, + "FP": 7782, + "IoU": 0.3317239945482686, + "TN": 66980774, + "TP": 28720, + "n_pred": 36502, + "n_ref": 78796 + }, + "11": { + "Dice": 0.4466394674683272, + "FN": 2086, + "FP": 491, + "IoU": 0.28753110312413604, + "TN": 67063735, + "TP": 1040, + "n_pred": 1531, + "n_ref": 3126 + }, + "12": { + "Dice": 0.007136485280999108, + "FN": 3299, + "FP": 40, + "IoU": 0.0035810205908683975, + "TN": 67064001, + "TP": 12, + "n_pred": 52, + "n_ref": 3311 + }, + "13": { + "Dice": 0.06400026652896004, + "FN": 36290, + "FP": 19899, + "IoU": 0.033057993460678024, + "TN": 67009242, + "TP": 1921, + "n_pred": 21820, + "n_ref": 38211 + }, + "14": { + "Dice": 0.8414966249790271, + "FN": 10276, + "FP": 14286, + "IoU": 0.726365277066019, + "TN": 66977590, + "TP": 65200, + "n_pred": 79486, + "n_ref": 75476 + }, + "15": { + "Dice": 0.2718064735542445, + "FN": 22171, + "FP": 27076, + "IoU": 0.1572777986926315, + "TN": 67008914, + "TP": 9191, + "n_pred": 36267, + "n_ref": 31362 + }, + "2": { + "Dice": 0.8849268315181225, + "FN": 11730, + "FP": 23200, + "IoU": 0.7936042732719601, + "TN": 66898114, + "TP": 134308, + "n_pred": 157508, + "n_ref": 146038 + }, + "3": { + "Dice": 0.8931162187575317, + "FN": 28818, + "FP": 2669, + "IoU": 0.8068744288176448, + "TN": 66904313, + "TP": 131552, + "n_pred": 134221, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 0, + "IoU": 0.0, + "TN": 67054313, + "TP": 0, + "n_pred": 0, + "n_ref": 13039 + }, + "5": { + "Dice": 0.012823347335839045, + "FN": 8863, + "FP": 67, + "IoU": 0.006453048509123275, + "TN": 67058364, + "TP": 58, + "n_pred": 125, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9648753653310909, + "FN": 48348, + "FP": 26753, + "IoU": 0.9321344821821501, + "TN": 65960737, + "TP": 1031514, + "n_pred": 1058267, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.426078610807312, + "FN": 256162, + "FP": 972, + "IoU": 0.27071149406379225, + "TN": 66714770, + "TP": 95448, + "n_pred": 96420, + "n_ref": 351610 + }, + "8": { + "Dice": 0.851096050780285, + "FN": 6471, + "FP": 21257, + "IoU": 0.740789559787232, + "TN": 66960381, + "TP": 79243, + "n_pred": 100500, + "n_ref": 85714 + }, + "9": { + "Dice": 0.8443138049868234, + "FN": 19034, + "FP": 2470, + "IoU": 0.7305735835818278, + "TN": 66987538, + "TP": 58310, + "n_pred": 60780, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.22032944799202533, + "FN": 157893, + "FP": 101, + "IoU": 0.12380350270078418, + "TN": 74338962, + "TP": 22324, + "n_pred": 22425, + "n_ref": 180217 + }, + "10": { + "Dice": 0.6972306159361428, + "FN": 23961, + "FP": 3994, + "IoU": 0.5351911278120479, + "TN": 74459137, + "TP": 32188, + "n_pred": 36182, + "n_ref": 56149 + }, + "11": { + "Dice": 0.6434062684801892, + "FN": 1211, + "FP": 1201, + "IoU": 0.4742807323452485, + "TN": 74514692, + "TP": 2176, + "n_pred": 3377, + "n_ref": 3387 + }, + "12": { + "Dice": 0.06164685160722149, + "FN": 2131, + "FP": 0, + "IoU": 0.03180372557928214, + "TN": 74517079, + "TP": 70, + "n_pred": 70, + "n_ref": 2201 + }, + "13": { + "Dice": 0.3210140983548993, + "FN": 33748, + "FP": 4925, + "IoU": 0.191195231621876, + "TN": 74471465, + "TP": 9142, + "n_pred": 14067, + "n_ref": 42890 + }, + "14": { + "Dice": 0.40662727973285384, + "FN": 16095, + "FP": 30105, + "IoU": 0.2551990972110269, + "TN": 74457250, + "TP": 15830, + "n_pred": 45935, + "n_ref": 31925 + }, + "15": { + "Dice": 0.20719571319214086, + "FN": 26705, + "FP": 1258, + "IoU": 0.11557073726159978, + "TN": 74487663, + "TP": 3654, + "n_pred": 4912, + "n_ref": 30359 + }, + "2": { + "Dice": 0.910652286831242, + "FN": 7665, + "FP": 18481, + "IoU": 0.8359610763603511, + "TN": 74359891, + "TP": 133243, + "n_pred": 151724, + "n_ref": 140908 + }, + "3": { + "Dice": 0.8966318797065305, + "FN": 26036, + "FP": 3847, + "IoU": 0.8126316713483146, + "TN": 74359792, + "TP": 129605, + "n_pred": 133452, + "n_ref": 155641 + }, + "4": { + "Dice": 0.0, + "FN": 13278, + "FP": 15, + "IoU": 0.0, + "TN": 74505987, + "TP": 0, + "n_pred": 15, + "n_ref": 13278 + }, + "5": { + "Dice": 0.43826086956521737, + "FN": 6878, + "FP": 1520, + "IoU": 0.2806236080178174, + "TN": 74507606, + "TP": 3276, + "n_pred": 4796, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9193583056180276, + "FN": 76871, + "FP": 191374, + "IoU": 0.850752206210048, + "TN": 72721967, + "TP": 1529068, + "n_pred": 1720442, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.36785688592599697, + "FN": 128841, + "FP": 2964, + "IoU": 0.22538273926713878, + "TN": 74349125, + "TP": 38350, + "n_pred": 41314, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9578333476465215, + "FN": 3036, + "FP": 2365, + "IoU": 0.9190788685125255, + "TN": 74452536, + "TP": 61343, + "n_pred": 63708, + "n_ref": 64379 + }, + "9": { + "Dice": 0.9108187054381244, + "FN": 9759, + "FP": 6514, + "IoU": 0.8362415972306082, + "TN": 74419908, + "TP": 83099, + "n_pred": 89613, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9166278606763716, + "FN": 11284, + "FP": 38130, + "IoU": 0.8460877176042585, + "TN": 65730127, + "TP": 271639, + "n_pred": 309769, + "n_ref": 282923 + }, + "10": { + "Dice": 0.49928658559124683, + "FN": 49765, + "FP": 17964, + "IoU": 0.33269948865483706, + "TN": 65949683, + "TP": 33768, + "n_pred": 51732, + "n_ref": 83533 + }, + "11": { + "Dice": 0.5689740624483727, + "FN": 1915, + "FP": 694, + "IoU": 0.3975987069960748, + "TN": 66046849, + "TP": 1722, + "n_pred": 2416, + "n_ref": 3637 + }, + "12": { + "Dice": 0.20760477379961143, + "FN": 2652, + "FP": 203, + "IoU": 0.1158253329204088, + "TN": 66047951, + "TP": 374, + "n_pred": 577, + "n_ref": 3026 + }, + "13": { + "Dice": 0.7213196939494133, + "FN": 17411, + "FP": 5936, + "IoU": 0.5641126171539524, + "TN": 65997618, + "TP": 30215, + "n_pred": 36151, + "n_ref": 47626 + }, + "14": { + "Dice": 0.8998030461014713, + "FN": 8186, + "FP": 3057, + "IoU": 0.8178563328257137, + "TN": 65989454, + "TP": 50483, + "n_pred": 53540, + "n_ref": 58669 + }, + "15": { + "Dice": 0.7371076015676535, + "FN": 5600, + "FP": 7950, + "IoU": 0.5836661955386223, + "TN": 66018634, + "TP": 18996, + "n_pred": 26946, + "n_ref": 24596 + }, + "2": { + "Dice": 0.9444136207927207, + "FN": 12030, + "FP": 3499, + "IoU": 0.8946815148391297, + "TN": 65903732, + "TP": 131919, + "n_pred": 135418, + "n_ref": 143949 + }, + "3": { + "Dice": 0.9476782520087955, + "FN": 6629, + "FP": 9956, + "IoU": 0.9005594095321465, + "TN": 65884397, + "TP": 150198, + "n_pred": 160154, + "n_ref": 156827 + }, + "4": { + "Dice": 0.892424953942853, + "FN": 4823, + "FP": 1133, + "IoU": 0.8057467140667297, + "TN": 66020519, + "TP": 24705, + "n_pred": 25838, + "n_ref": 29528 + }, + "5": { + "Dice": 0.897534962180987, + "FN": 1732, + "FP": 151, + "IoU": 0.814116485686081, + "TN": 66041050, + "TP": 8247, + "n_pred": 8398, + "n_ref": 9979 + }, + "6": { + "Dice": 0.960528151096937, + "FN": 35287, + "FP": 45930, + "IoU": 0.9240540300447445, + "TN": 64981775, + "TP": 988188, + "n_pred": 1034118, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.8510588573478495, + "FN": 248212, + "FP": 6710, + "IoU": 0.740733207084319, + "TN": 65067938, + "TP": 728320, + "n_pred": 735030, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9547925260859015, + "FN": 2604, + "FP": 4848, + "IoU": 0.9134956933577879, + "TN": 65965034, + "TP": 78694, + "n_pred": 83542, + "n_ref": 81298 + }, + "9": { + "Dice": 0.901640163659343, + "FN": 6949, + "FP": 6826, + "IoU": 0.8208968808102872, + "TN": 65974269, + "TP": 63136, + "n_pred": 69962, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9850347373132585, + "FN": 1796, + "FP": 2818, + "IoU": 0.9705107884241743, + "TN": 113316076, + "TP": 151850, + "n_pred": 154668, + "n_ref": 153646 + }, + "10": { + "Dice": 0.8790764997051518, + "FN": 6775, + "FP": 13526, + "IoU": 0.7842430812396378, + "TN": 113378448, + "TP": 73791, + "n_pred": 87317, + "n_ref": 80566 + }, + "11": { + "Dice": 0.6285101055267394, + "FN": 1473, + "FP": 604, + "IoU": 0.4582681272822118, + "TN": 113468706, + "TP": 1757, + "n_pred": 2361, + "n_ref": 3230 + }, + "12": { + "Dice": 0.7117958294428882, + "FN": 1796, + "FP": 56, + "IoU": 0.5525489248610775, + "TN": 113468401, + "TP": 2287, + "n_pred": 2343, + "n_ref": 4083 + }, + "13": { + "Dice": 0.43434065092924284, + "FN": 48504, + "FP": 25396, + "IoU": 0.2774170838548185, + "TN": 113370268, + "TP": 28372, + "n_pred": 53768, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9396460321344099, + "FN": 21654, + "FP": 9426, + "IoU": 0.8861626028767018, + "TN": 113199519, + "TP": 241941, + "n_pred": 251367, + "n_ref": 263595 + }, + "15": { + "Dice": 0.756366997920037, + "FN": 5519, + "FP": 5023, + "IoU": 0.6081914814539507, + "TN": 113445634, + "TP": 16364, + "n_pred": 21387, + "n_ref": 21883 + }, + "2": { + "Dice": 0.9493716249786198, + "FN": 10527, + "FP": 1905, + "IoU": 0.9036226771995379, + "TN": 113343547, + "TP": 116561, + "n_pred": 118466, + "n_ref": 127088 + }, + "3": { + "Dice": 0.9409254965218268, + "FN": 3637, + "FP": 11012, + "IoU": 0.8884412696478616, + "TN": 113341228, + "TP": 116663, + "n_pred": 127675, + "n_ref": 120300 + }, + "4": { + "Dice": 0.7764374070724567, + "FN": 5765, + "FP": 8820, + "IoU": 0.6345710563239126, + "TN": 113432628, + "TP": 25327, + "n_pred": 34147, + "n_ref": 31092 + }, + "5": { + "Dice": 0.6697805819757039, + "FN": 15045, + "FP": 2488, + "IoU": 0.5035113552698647, + "TN": 113437226, + "TP": 17781, + "n_pred": 20269, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9596006611443346, + "FN": 43737, + "FP": 48874, + "IoU": 0.9223387840670859, + "TN": 112280040, + "TP": 1099889, + "n_pred": 1148763, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.9126881478565672, + "FN": 23260, + "FP": 14004, + "IoU": 0.8393986932611581, + "TN": 113240512, + "TP": 194764, + "n_pred": 208768, + "n_ref": 218024 + }, + "8": { + "Dice": 0.9532467407235979, + "FN": 16863, + "FP": 2531, + "IoU": 0.9106699523272149, + "TN": 113255435, + "TP": 197711, + "n_pred": 200242, + "n_ref": 214574 + }, + "9": { + "Dice": 0.8974544395641729, + "FN": 13781, + "FP": 7348, + "IoU": 0.8139839946472748, + "TN": 113358953, + "TP": 92458, + "n_pred": 99806, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8507658976542005, + "FN": 4277, + "FP": 38843, + "IoU": 0.7402894640157561, + "TN": 75030697, + "TP": 122911, + "n_pred": 161754, + "n_ref": 127188 + }, + "10": { + "Dice": 0.8240440430450909, + "FN": 25739, + "FP": 5998, + "IoU": 0.7007439676388221, + "TN": 75090675, + "TP": 74316, + "n_pred": 80314, + "n_ref": 100055 + }, + "11": { + "Dice": 0.6154746233728243, + "FN": 1440, + "FP": 1189, + "IoU": 0.4445383477709698, + "TN": 75191995, + "TP": 2104, + "n_pred": 3293, + "n_ref": 3544 + }, + "12": { + "Dice": 0.49989730950913946, + "FN": 1889, + "FP": 546, + "IoU": 0.3332420591456736, + "TN": 75193076, + "TP": 1217, + "n_pred": 1763, + "n_ref": 3106 + }, + "13": { + "Dice": 0.49458013541588175, + "FN": 32287, + "FP": 14666, + "IoU": 0.3285330206218002, + "TN": 75126802, + "TP": 22973, + "n_pred": 37639, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9417998104520048, + "FN": 6852, + "FP": 8746, + "IoU": 0.8900015514590768, + "TN": 75054926, + "TP": 126204, + "n_pred": 134950, + "n_ref": 133056 + }, + "15": { + "Dice": 0.2929962141698215, + "FN": 58643, + "FP": 14563, + "IoU": 0.17164356435643566, + "TN": 75108353, + "TP": 15169, + "n_pred": 29732, + "n_ref": 73812 + }, + "2": { + "Dice": 0.9494688447884221, + "FN": 6704, + "FP": 8156, + "IoU": 0.9037988450682342, + "TN": 75042260, + "TP": 139608, + "n_pred": 147764, + "n_ref": 146312 + }, + "3": { + "Dice": 0.9539840017143412, + "FN": 5058, + "FP": 8685, + "IoU": 0.9120166453265045, + "TN": 75040528, + "TP": 142457, + "n_pred": 151142, + "n_ref": 147515 + }, + "4": { + "Dice": 0.8997420680688657, + "FN": 3510, + "FP": 1271, + "IoU": 0.817755584356179, + "TN": 75170494, + "TP": 21453, + "n_pred": 22724, + "n_ref": 24963 + }, + "5": { + "Dice": 0.31280761238105653, + "FN": 6271, + "FP": 12, + "IoU": 0.18540127058213407, + "TN": 75189015, + "TP": 1430, + "n_pred": 1442, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9673340023122711, + "FN": 39978, + "FP": 42186, + "IoU": 0.9367346310213133, + "TN": 73898008, + "TP": 1216556, + "n_pred": 1258742, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.9200353449845872, + "FN": 15416, + "FP": 8294, + "IoU": 0.8519124590901141, + "TN": 75036620, + "TP": 136398, + "n_pred": 144692, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9308983463276556, + "FN": 9757, + "FP": 1375, + "IoU": 0.8707294981071603, + "TN": 75110614, + "TP": 74982, + "n_pred": 76357, + "n_ref": 84739 + }, + "9": { + "Dice": 0.8452165598511474, + "FN": 11820, + "FP": 12138, + "IoU": 0.7319264638417383, + "TN": 75107357, + "TP": 65413, + "n_pred": 77551, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.980840683360593, + "FN": 5058, + "FP": 3177, + "IoU": 0.9624017239962379, + "TN": 86708846, + "TP": 210791, + "n_pred": 213968, + "n_ref": 215849 + }, + "10": { + "Dice": 0.7065716495778542, + "FN": 25896, + "FP": 9762, + "IoU": 0.5462781524366968, + "TN": 86849282, + "TP": 42932, + "n_pred": 52694, + "n_ref": 68828 + }, + "11": { + "Dice": 0.5930312001821908, + "FN": 1288, + "FP": 499, + "IoU": 0.4214956296536096, + "TN": 86924783, + "TP": 1302, + "n_pred": 1801, + "n_ref": 2590 + }, + "12": { + "Dice": 0.5953162617640622, + "FN": 2195, + "FP": 1503, + "IoU": 0.4238080398878155, + "TN": 86921454, + "TP": 2720, + "n_pred": 4223, + "n_ref": 4915 + }, + "13": { + "Dice": 0.49974243086941733, + "FN": 29653, + "FP": 21816, + "IoU": 0.3331044223019812, + "TN": 86850695, + "TP": 25708, + "n_pred": 47524, + "n_ref": 55361 + }, + "14": { + "Dice": 0.8409783512090869, + "FN": 19531, + "FP": 4577, + "IoU": 0.725593307153833, + "TN": 86840017, + "TP": 63747, + "n_pred": 68324, + "n_ref": 83278 + }, + "15": { + "Dice": 0.7881527029037354, + "FN": 51395, + "FP": 8415, + "IoU": 0.6503729511071621, + "TN": 86756804, + "TP": 111258, + "n_pred": 119673, + "n_ref": 162653 + }, + "2": { + "Dice": 0.8682823788496759, + "FN": 8302, + "FP": 26867, + "IoU": 0.7672252889083039, + "TN": 86776786, + "TP": 115917, + "n_pred": 142784, + "n_ref": 124219 + }, + "3": { + "Dice": 0.879134133795163, + "FN": 34054, + "FP": 3423, + "IoU": 0.7843348256931416, + "TN": 86754098, + "TP": 136297, + "n_pred": 139720, + "n_ref": 170351 + }, + "4": { + "Dice": 0.7666666666666667, + "FN": 6080, + "FP": 276, + "IoU": 0.6216216216216216, + "TN": 86911074, + "TP": 10442, + "n_pred": 10718, + "n_ref": 16522 + }, + "5": { + "Dice": 0.8484848484848485, + "FN": 1035, + "FP": 550, + "IoU": 0.7368421052631579, + "TN": 86921849, + "TP": 4438, + "n_pred": 4988, + "n_ref": 5473 + }, + "6": { + "Dice": 0.9428134051605871, + "FN": 35234, + "FP": 102949, + "IoU": 0.8918136209472092, + "TN": 85650604, + "TP": 1139085, + "n_pred": 1242034, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.862440548675413, + "FN": 234951, + "FP": 16503, + "IoU": 0.7581498687133912, + "TN": 85888162, + "TP": 788256, + "n_pred": 804759, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9360039619215319, + "FN": 3358, + "FP": 3620, + "IoU": 0.8797062474141498, + "TN": 86869864, + "TP": 51030, + "n_pred": 54650, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8241666967606803, + "FN": 5116, + "FP": 14360, + "IoU": 0.7009213759213759, + "TN": 86862752, + "TP": 45644, + "n_pred": 60004, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9663730477414003, + "FN": 4591, + "FP": 1246, + "IoU": 0.9349340645866078, + "TN": 37659891, + "TP": 83872, + "n_pred": 85118, + "n_ref": 88463 + }, + "10": { + "Dice": 0.6552233337404376, + "FN": 29737, + "FP": 1316, + "IoU": 0.4872357992073976, + "TN": 37689040, + "TP": 29507, + "n_pred": 30823, + "n_ref": 59244 + }, + "11": { + "Dice": 0.8054169636493229, + "FN": 328, + "FP": 764, + "IoU": 0.6742243436754176, + "TN": 37746248, + "TP": 2260, + "n_pred": 3024, + "n_ref": 2588 + }, + "12": { + "Dice": 0.0, + "FN": 2917, + "FP": 29, + "IoU": 0.0, + "TN": 37746654, + "TP": 0, + "n_pred": 29, + "n_ref": 2917 + }, + "13": { + "Dice": 0.5458648694290495, + "FN": 27107, + "FP": 2474, + "IoU": 0.37538799383432925, + "TN": 37702241, + "TP": 17778, + "n_pred": 20252, + "n_ref": 44885 + }, + "14": { + "Dice": 0.3674000975098864, + "FN": 18889, + "FP": 261373, + "IoU": 0.22503988696159516, + "TN": 37387953, + "TP": 81385, + "n_pred": 342758, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 24718, + "IoU": 0.0, + "TN": 37724882, + "TP": 0, + "n_pred": 24718, + "n_ref": 0 + }, + "2": { + "Dice": 0.6387247133401697, + "FN": 48845, + "FP": 9286, + "IoU": 0.4692105407330302, + "TN": 37640082, + "TP": 51387, + "n_pred": 60673, + "n_ref": 100232 + }, + "3": { + "Dice": 0.89917994841611, + "FN": 7120, + "FP": 11174, + "IoU": 0.8168273707608663, + "TN": 37649727, + "TP": 81579, + "n_pred": 92753, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 0, + "IoU": 0.0, + "TN": 37737906, + "TP": 0, + "n_pred": 0, + "n_ref": 11694 + }, + "5": { + "Dice": 0.7270965788676961, + "FN": 4045, + "FP": 462, + "IoU": 0.5712111121682047, + "TN": 37739089, + "TP": 6004, + "n_pred": 6466, + "n_ref": 10049 + }, + "6": { + "Dice": 0.9542409982463165, + "FN": 58543, + "FP": 7055, + "IoU": 0.9124865257158714, + "TN": 37000024, + "TP": 683978, + "n_pred": 691033, + "n_ref": 742521 + }, + "7": { + "Dice": 0.8569524168256594, + "FN": 83655, + "FP": 3692, + "IoU": 0.7497084368489975, + "TN": 37400619, + "TP": 261634, + "n_pred": 265326, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9296070687462347, + "FN": 8649, + "FP": 1867, + "IoU": 0.8684727277275399, + "TN": 37669647, + "TP": 69437, + "n_pred": 71304, + "n_ref": 78086 + }, + "9": { + "Dice": 0.855967775330811, + "FN": 9296, + "FP": 6008, + "IoU": 0.7482025041543955, + "TN": 37688821, + "TP": 45475, + "n_pred": 51483, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9673425118985339, + "FN": 8496, + "FP": 4301, + "IoU": 0.9367505906309619, + "TN": 75704362, + "TP": 189529, + "n_pred": 193830, + "n_ref": 198025 + }, + "10": { + "Dice": 0.9116116430591031, + "FN": 14001, + "FP": 5412, + "IoU": 0.8375793780276599, + "TN": 75787165, + "TP": 100110, + "n_pred": 105522, + "n_ref": 114111 + }, + "11": { + "Dice": 0.6740345858795995, + "FN": 1750, + "FP": 757, + "IoU": 0.5083349676407138, + "TN": 75901589, + "TP": 2592, + "n_pred": 3349, + "n_ref": 4342 + }, + "12": { + "Dice": 0.019870410367170625, + "FN": 4538, + "FP": 0, + "IoU": 0.010034904013961605, + "TN": 75902104, + "TP": 46, + "n_pred": 46, + "n_ref": 4584 + }, + "13": { + "Dice": 0.7106218526759573, + "FN": 17229, + "FP": 2539, + "IoU": 0.5511353315168029, + "TN": 75862648, + "TP": 24272, + "n_pred": 26811, + "n_ref": 41501 + }, + "14": { + "Dice": 0.9031692036513437, + "FN": 10442, + "FP": 13839, + "IoU": 0.8234353071211978, + "TN": 75769169, + "TP": 113238, + "n_pred": 127077, + "n_ref": 123680 + }, + "15": { + "Dice": 0.7910977716114053, + "FN": 47573, + "FP": 26205, + "IoU": 0.6543935092798187, + "TN": 75693214, + "TP": 139696, + "n_pred": 165901, + "n_ref": 187269 + }, + "2": { + "Dice": 0.7842845736626194, + "FN": 7554, + "FP": 94301, + "IoU": 0.6451218407464444, + "TN": 75619674, + "TP": 185159, + "n_pred": 279460, + "n_ref": 192713 + }, + "3": { + "Dice": 0.7584744631970675, + "FN": 94911, + "FP": 4648, + "IoU": 0.6109213549889794, + "TN": 75650804, + "TP": 156325, + "n_pred": 160973, + "n_ref": 251236 + }, + "4": { + "Dice": 0.8873009658052727, + "FN": 2983, + "FP": 3925, + "IoU": 0.7974312357046508, + "TN": 75872586, + "TP": 27194, + "n_pred": 31119, + "n_ref": 30177 + }, + "5": { + "Dice": 0.8575482108139352, + "FN": 1469, + "FP": 1242, + "IoU": 0.7506209180388189, + "TN": 75895817, + "TP": 8160, + "n_pred": 9402, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9715409685842791, + "FN": 78452, + "FP": 16954, + "IoU": 0.9446569468566078, + "TN": 74182786, + "TP": 1628496, + "n_pred": 1645450, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.7462431841286467, + "FN": 31496, + "FP": 133248, + "IoU": 0.5952056847722995, + "TN": 75499706, + "TP": 242238, + "n_pred": 375486, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9492742037742506, + "FN": 5654, + "FP": 3547, + "IoU": 0.9034461770940458, + "TN": 75811394, + "TP": 86093, + "n_pred": 89640, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8613755904720426, + "FN": 13468, + "FP": 7221, + "IoU": 0.756505466828298, + "TN": 75821721, + "TP": 64278, + "n_pred": 71499, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9640473828800523, + "FN": 2230, + "FP": 4693, + "IoU": 0.9305902286923131, + "TN": 61288009, + "TP": 92818, + "n_pred": 97511, + "n_ref": 95048 + }, + "10": { + "Dice": 0.9030195990562929, + "FN": 9540, + "FP": 5176, + "IoU": 0.8231866296603347, + "TN": 61304521, + "TP": 68513, + "n_pred": 73689, + "n_ref": 78053 + }, + "11": { + "Dice": 0.8744238022070121, + "FN": 212, + "FP": 687, + "IoU": 0.7768677091089601, + "TN": 61383721, + "TP": 3130, + "n_pred": 3817, + "n_ref": 3342 + }, + "12": { + "Dice": 0.756786102062975, + "FN": 1278, + "FP": 66, + "IoU": 0.6087336244541485, + "TN": 61384315, + "TP": 2091, + "n_pred": 2157, + "n_ref": 3369 + }, + "13": { + "Dice": 0.518847911227154, + "FN": 20378, + "FP": 15004, + "IoU": 0.3503002258579849, + "TN": 61333291, + "TP": 19077, + "n_pred": 34081, + "n_ref": 39455 + }, + "14": { + "Dice": 0.8874400085321199, + "FN": 4053, + "FP": 11778, + "IoU": 0.7976558705488381, + "TN": 61309512, + "TP": 62407, + "n_pred": 74185, + "n_ref": 66460 + }, + "15": { + "Dice": 0.8785690211372719, + "FN": 6237, + "FP": 3851, + "IoU": 0.7834356618436306, + "TN": 61341168, + "TP": 36494, + "n_pred": 40345, + "n_ref": 42731 + }, + "2": { + "Dice": 0.9562324172257087, + "FN": 9439, + "FP": 1887, + "IoU": 0.9161353858912559, + "TN": 61252699, + "TP": 123725, + "n_pred": 125612, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9640605464073847, + "FN": 6780, + "FP": 2677, + "IoU": 0.9306147604129218, + "TN": 61251453, + "TP": 126840, + "n_pred": 129517, + "n_ref": 133620 + }, + "4": { + "Dice": 0.6985770530427504, + "FN": 7709, + "FP": 2014, + "IoU": 0.5367794187708432, + "TN": 61366760, + "TP": 11267, + "n_pred": 13281, + "n_ref": 18976 + }, + "5": { + "Dice": 0.3868231466418778, + "FN": 21037, + "FP": 71, + "IoU": 0.23978967082042787, + "TN": 61359984, + "TP": 6658, + "n_pred": 6729, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9661445200123322, + "FN": 48305, + "FP": 18021, + "IoU": 0.9345063586874414, + "TN": 60375041, + "TP": 946383, + "n_pred": 964404, + "n_ref": 994688 + }, + "7": { + "Dice": 0.904194898946902, + "FN": 25071, + "FP": 7789, + "IoU": 0.8251420787126711, + "TN": 61199826, + "TP": 155064, + "n_pred": 162853, + "n_ref": 180135 + }, + "8": { + "Dice": 0.9406284685703359, + "FN": 20042, + "FP": 8522, + "IoU": 0.8879117860576451, + "TN": 61132915, + "TP": 226271, + "n_pred": 234793, + "n_ref": 246313 + }, + "9": { + "Dice": 0.8653452059266245, + "FN": 8143, + "FP": 14132, + "IoU": 0.7626506409231851, + "TN": 61293901, + "TP": 71574, + "n_pred": 85706, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9786060689291186, + "FN": 3803, + "FP": 4142, + "IoU": 0.9581083646180453, + "TN": 39559144, + "TP": 181711, + "n_pred": 185853, + "n_ref": 185514 + }, + "10": { + "Dice": 0.7389656195404951, + "FN": 18205, + "FP": 5552, + "IoU": 0.5859995817649519, + "TN": 39691416, + "TP": 33627, + "n_pred": 39179, + "n_ref": 51832 + }, + "11": { + "Dice": 0.7690739167374682, + "FN": 768, + "FP": 591, + "IoU": 0.6247929320817228, + "TN": 39745178, + "TP": 2263, + "n_pred": 2854, + "n_ref": 3031 + }, + "12": { + "Dice": 0.7714139169088733, + "FN": 1204, + "FP": 133, + "IoU": 0.6278875591427776, + "TN": 39745207, + "TP": 2256, + "n_pred": 2389, + "n_ref": 3460 + }, + "13": { + "Dice": 0.6158421700066956, + "FN": 24036, + "FP": 635, + "IoU": 0.44492192773252937, + "TN": 39704354, + "TP": 19775, + "n_pred": 20410, + "n_ref": 43811 + }, + "14": { + "Dice": 0.33482447210885624, + "FN": 15407, + "FP": 55818, + "IoU": 0.20107458132830816, + "TN": 39659649, + "TP": 17926, + "n_pred": 73744, + "n_ref": 33333 + }, + "15": { + "Dice": 0.6875508399646331, + "FN": 12835, + "FP": 22503, + "IoU": 0.5238685511796171, + "TN": 39674581, + "TP": 38881, + "n_pred": 61384, + "n_ref": 51716 + }, + "2": { + "Dice": 0.9611110398467532, + "FN": 5459, + "FP": 3636, + "IoU": 0.9251335577817472, + "TN": 39627317, + "TP": 112388, + "n_pred": 116024, + "n_ref": 117847 + }, + "3": { + "Dice": 0.9640585076837622, + "FN": 4103, + "FP": 5603, + "IoU": 0.9306109609802828, + "TN": 39608922, + "TP": 130172, + "n_pred": 135775, + "n_ref": 134275 + }, + "4": { + "Dice": 0.8770678508156363, + "FN": 4713, + "FP": 630, + "IoU": 0.7810515100602385, + "TN": 39724397, + "TP": 19060, + "n_pred": 19690, + "n_ref": 23773 + }, + "5": { + "Dice": 0.8338229456133386, + "FN": 1273, + "FP": 820, + "IoU": 0.7150054466230937, + "TN": 39741456, + "TP": 5251, + "n_pred": 6071, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9742151661974019, + "FN": 25062, + "FP": 22733, + "IoU": 0.9497266230637992, + "TN": 38798098, + "TP": 902907, + "n_pred": 925640, + "n_ref": 927969 + }, + "7": { + "Dice": 0.7718371168648018, + "FN": 264684, + "FP": 11650, + "IoU": 0.6284484960940127, + "TN": 39005070, + "TP": 467396, + "n_pred": 479046, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9498664662814668, + "FN": 2764, + "FP": 2173, + "IoU": 0.9045196975264471, + "TN": 39697093, + "TP": 46770, + "n_pred": 48943, + "n_ref": 49534 + }, + "9": { + "Dice": 0.9009830226481856, + "FN": 3180, + "FP": 5271, + "IoU": 0.8198081023454158, + "TN": 39701900, + "TP": 38449, + "n_pred": 43720, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8935722116438751, + "FN": 4037, + "FP": 18097, + "IoU": 0.8076190972855988, + "TN": 101281555, + "TP": 92919, + "n_pred": 111016, + "n_ref": 96956 + }, + "10": { + "Dice": 0.8665336080350244, + "FN": 15096, + "FP": 5634, + "IoU": 0.7644987219539904, + "TN": 101308583, + "TP": 67295, + "n_pred": 72929, + "n_ref": 82391 + }, + "11": { + "Dice": 0.6766986919782382, + "FN": 2606, + "FP": 187, + "IoU": 0.511371588523443, + "TN": 101390892, + "TP": 2923, + "n_pred": 3110, + "n_ref": 5529 + }, + "12": { + "Dice": 0.5828187919463087, + "FN": 3054, + "FP": 54, + "IoU": 0.41125213108543285, + "TN": 101391329, + "TP": 2171, + "n_pred": 2225, + "n_ref": 5225 + }, + "13": { + "Dice": 0.8679484655598574, + "FN": 10265, + "FP": 1809, + "IoU": 0.7667040228774588, + "TN": 101344854, + "TP": 39680, + "n_pred": 41489, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9248577821948796, + "FN": 23876, + "FP": 772, + "IoU": 0.8602190174272542, + "TN": 101220275, + "TP": 151685, + "n_pred": 152457, + "n_ref": 175561 + }, + "15": { + "Dice": 0.6452564629634108, + "FN": 13533, + "FP": 1136, + "IoU": 0.4762941806497679, + "TN": 101368598, + "TP": 13341, + "n_pred": 14477, + "n_ref": 26874 + }, + "2": { + "Dice": 0.937804419087929, + "FN": 9801, + "FP": 13005, + "IoU": 0.8828924126032124, + "TN": 101201864, + "TP": 171938, + "n_pred": 184943, + "n_ref": 181739 + }, + "3": { + "Dice": 0.9737144858698377, + "FN": 5943, + "FP": 2762, + "IoU": 0.9487754357471548, + "TN": 101226670, + "TP": 161233, + "n_pred": 163995, + "n_ref": 167176 + }, + "4": { + "Dice": 0.7551355428368606, + "FN": 1636, + "FP": 3883, + "IoU": 0.6066006130158956, + "TN": 101382579, + "TP": 8510, + "n_pred": 12393, + "n_ref": 10146 + }, + "5": { + "Dice": 0.7920205697116773, + "FN": 11101, + "FP": 3297, + "IoU": 0.6556573314519408, + "TN": 101354795, + "TP": 27415, + "n_pred": 30712, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9740133537618464, + "FN": 52415, + "FP": 42465, + "IoU": 0.9493431101984898, + "TN": 99523615, + "TP": 1778113, + "n_pred": 1820578, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.9135425116013521, + "FN": 67395, + "FP": 7110, + "IoU": 0.8408451516569151, + "TN": 100928479, + "TP": 393624, + "n_pred": 400734, + "n_ref": 461019 + }, + "8": { + "Dice": 0.9691633251246558, + "FN": 9552, + "FP": 6113, + "IoU": 0.9401715603898683, + "TN": 101134776, + "TP": 246167, + "n_pred": 252280, + "n_ref": 255719 + }, + "9": { + "Dice": 0.931004464912527, + "FN": 3734, + "FP": 8551, + "IoU": 0.8709152043711254, + "TN": 101301438, + "TP": 82885, + "n_pred": 91436, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8483608467087733, + "FN": 16725, + "FP": 54869, + "IoU": 0.7366550922520083, + "TN": 73611640, + "TP": 200270, + "n_pred": 255139, + "n_ref": 216995 + }, + "10": { + "Dice": 0.02569712665490835, + "FN": 74690, + "FP": 12590, + "IoU": 0.013015797627528808, + "TN": 73795073, + "TP": 1151, + "n_pred": 13741, + "n_ref": 75841 + }, + "11": { + "Dice": 0.638821752265861, + "FN": 2030, + "FP": 2752, + "IoU": 0.4693152813228277, + "TN": 73874493, + "TP": 4229, + "n_pred": 6981, + "n_ref": 6259 + }, + "12": { + "Dice": 0.2093619749919846, + "FN": 4888, + "FP": 44, + "IoU": 0.11692032229185317, + "TN": 73877919, + "TP": 653, + "n_pred": 697, + "n_ref": 5541 + }, + "13": { + "Dice": 0.001880247674003955, + "FN": 61181, + "FP": 397, + "IoU": 0.0009410085015250828, + "TN": 73821868, + "TP": 58, + "n_pred": 455, + "n_ref": 61239 + }, + "14": { + "Dice": 0.7925489617210527, + "FN": 17920, + "FP": 25647, + "IoU": 0.6563818627798942, + "TN": 73756715, + "TP": 83222, + "n_pred": 108869, + "n_ref": 101142 + }, + "15": { + "Dice": 0.8507076397271774, + "FN": 50925, + "FP": 9181, + "IoU": 0.7402012482926745, + "TN": 73652148, + "TP": 171250, + "n_pred": 180431, + "n_ref": 222175 + }, + "2": { + "Dice": 0.821338922829171, + "FN": 30392, + "FP": 39502, + "IoU": 0.6968406259759187, + "TN": 73652952, + "TP": 160658, + "n_pred": 200160, + "n_ref": 191050 + }, + "3": { + "Dice": 0.8036975544087952, + "FN": 53203, + "FP": 12416, + "IoU": 0.6718180317784213, + "TN": 73683557, + "TP": 134328, + "n_pred": 146744, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 0, + "IoU": 0.0, + "TN": 73835616, + "TP": 0, + "n_pred": 0, + "n_ref": 47888 + }, + "5": { + "Dice": 0.7007980261382474, + "FN": 6039, + "FP": 1722, + "IoU": 0.539406528189911, + "TN": 73866654, + "TP": 9089, + "n_pred": 10811, + "n_ref": 15128 + }, + "6": { + "Dice": 0.7643832868973083, + "FN": 436027, + "FP": 344017, + "IoU": 0.6186249172511643, + "TN": 71838158, + "TP": 1265302, + "n_pred": 1609319, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.47955693899826174, + "FN": 83628, + "FP": 109485, + "IoU": 0.315406049261922, + "TN": 73601420, + "TP": 88971, + "n_pred": 198456, + "n_ref": 172599 + }, + "8": { + "Dice": 0.8912522236831928, + "FN": 10309, + "FP": 6563, + "IoU": 0.8038367631670736, + "TN": 73797494, + "TP": 69138, + "n_pred": 75701, + "n_ref": 79447 + }, + "9": { + "Dice": 0.8125664993693913, + "FN": 11902, + "FP": 24211, + "IoU": 0.6843048464927617, + "TN": 73769112, + "TP": 78279, + "n_pred": 102490, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9702282978132147, + "FN": 5789, + "FP": 5353, + "IoU": 0.9421780534004515, + "TN": 69303081, + "TP": 181553, + "n_pred": 186906, + "n_ref": 187342 + }, + "10": { + "Dice": 0.6921647265968893, + "FN": 25017, + "FP": 12747, + "IoU": 0.5292445774121167, + "TN": 69415556, + "TP": 42456, + "n_pred": 55203, + "n_ref": 67473 + }, + "11": { + "Dice": 0.7265454545454545, + "FN": 464, + "FP": 1792, + "IoU": 0.5705311250713878, + "TN": 69490523, + "TP": 2997, + "n_pred": 4789, + "n_ref": 3461 + }, + "12": { + "Dice": 0.5720806390262457, + "FN": 1648, + "FP": 602, + "IoU": 0.4006393180607352, + "TN": 69492022, + "TP": 1504, + "n_pred": 2106, + "n_ref": 3152 + }, + "13": { + "Dice": 0.6074283176858666, + "FN": 39516, + "FP": 9992, + "IoU": 0.4361917777018563, + "TN": 69407966, + "TP": 38302, + "n_pred": 48294, + "n_ref": 77818 + }, + "14": { + "Dice": 0.920491369268241, + "FN": 20652, + "FP": 1872, + "IoU": 0.8526947752555475, + "TN": 69342869, + "TP": 130383, + "n_pred": 132255, + "n_ref": 151035 + }, + "15": { + "Dice": 0.821764861402046, + "FN": 13182, + "FP": 21874, + "IoU": 0.6974540433244153, + "TN": 69379906, + "TP": 80814, + "n_pred": 102688, + "n_ref": 93996 + }, + "2": { + "Dice": 0.9430406907941792, + "FN": 5116, + "FP": 12404, + "IoU": 0.8922204313643466, + "TN": 69333222, + "TP": 145034, + "n_pred": 157438, + "n_ref": 150150 + }, + "3": { + "Dice": 0.9392125028450041, + "FN": 17822, + "FP": 2209, + "IoU": 0.8853917541109293, + "TN": 69320998, + "TP": 154747, + "n_pred": 156956, + "n_ref": 172569 + }, + "4": { + "Dice": 0.7563601563123056, + "FN": 13409, + "FP": 1866, + "IoU": 0.6081826343465435, + "TN": 69456791, + "TP": 23710, + "n_pred": 25576, + "n_ref": 37119 + }, + "5": { + "Dice": 0.8359651949726071, + "FN": 4826, + "FP": 773, + "IoU": 0.7181616832779624, + "TN": 69475910, + "TP": 14267, + "n_pred": 15040, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9791951441410491, + "FN": 31655, + "FP": 28602, + "IoU": 0.9592383289723976, + "TN": 68017500, + "TP": 1418019, + "n_pred": 1446621, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.9344969280780817, + "FN": 19052, + "FP": 22155, + "IoU": 0.8770476150692534, + "TN": 69160630, + "TP": 293939, + "n_pred": 316094, + "n_ref": 312991 + }, + "8": { + "Dice": 0.8493863755490086, + "FN": 18194, + "FP": 6805, + "IoU": 0.7382029531888156, + "TN": 69400286, + "TP": 70491, + "n_pred": 77296, + "n_ref": 88685 + }, + "9": { + "Dice": 0.9177862983439282, + "FN": 7243, + "FP": 5858, + "IoU": 0.8480638315144908, + "TN": 69409549, + "TP": 73126, + "n_pred": 78984, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9648216397993997, + "FN": 5022, + "FP": 9372, + "IoU": 0.9320342048228611, + "TN": 50621769, + "TP": 197389, + "n_pred": 206761, + "n_ref": 202411 + }, + "10": { + "Dice": 0.8435460575585749, + "FN": 12763, + "FP": 10635, + "IoU": 0.7294246892165366, + "TN": 50747077, + "TP": 63077, + "n_pred": 73712, + "n_ref": 75840 + }, + "11": { + "Dice": 0.869718051995606, + "FN": 791, + "FP": 988, + "IoU": 0.7694700012958403, + "TN": 50825835, + "TP": 5938, + "n_pred": 6926, + "n_ref": 6729 + }, + "12": { + "Dice": 0.3244666842243877, + "FN": 5067, + "FP": 63, + "IoU": 0.1936497956617416, + "TN": 50827190, + "TP": 1232, + "n_pred": 1295, + "n_ref": 6299 + }, + "13": { + "Dice": 0.7125305393722985, + "FN": 17932, + "FP": 6542, + "IoU": 0.553434905574309, + "TN": 50778747, + "TP": 30331, + "n_pred": 36873, + "n_ref": 48263 + }, + "14": { + "Dice": 0.5109820684463801, + "FN": 31730, + "FP": 4650, + "IoU": 0.3431671691913265, + "TN": 50778165, + "TP": 19007, + "n_pred": 23657, + "n_ref": 50737 + }, + "15": { + "Dice": 0.38905689072806693, + "FN": 23756, + "FP": 10791, + "IoU": 0.24150877115946165, + "TN": 50788005, + "TP": 11000, + "n_pred": 21791, + "n_ref": 34756 + }, + "2": { + "Dice": 0.9543388908185713, + "FN": 14247, + "FP": 4683, + "IoU": 0.9126655686426486, + "TN": 50616799, + "TP": 197823, + "n_pred": 202506, + "n_ref": 212070 + }, + "3": { + "Dice": 0.9567671603125313, + "FN": 7025, + "FP": 10698, + "IoU": 0.9171175637062567, + "TN": 50619719, + "TP": 196110, + "n_pred": 206808, + "n_ref": 203135 + }, + "4": { + "Dice": 0.892974985194168, + "FN": 2133, + "FP": 1662, + "IoU": 0.8066439089010037, + "TN": 50813925, + "TP": 15832, + "n_pred": 17494, + "n_ref": 17965 + }, + "5": { + "Dice": 0.8593958611481975, + "FN": 2545, + "FP": 825, + "IoU": 0.7534567269002853, + "TN": 50819883, + "TP": 10299, + "n_pred": 11124, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9825776680234809, + "FN": 36623, + "FP": 39967, + "IoU": 0.9657520157972684, + "TN": 48597216, + "TP": 2159746, + "n_pred": 2199713, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.9018611837868512, + "FN": 16197, + "FP": 29978, + "IoU": 0.8212633689580825, + "TN": 50575211, + "TP": 212166, + "n_pred": 242144, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9602799441304682, + "FN": 6328, + "FP": 1663, + "IoU": 0.9235947106236913, + "TN": 50728965, + "TP": 96596, + "n_pred": 98259, + "n_ref": 102924 + }, + "9": { + "Dice": 0.9392919427973492, + "FN": 7400, + "FP": 6524, + "IoU": 0.885532957366699, + "TN": 50711910, + "TP": 107718, + "n_pred": 114242, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9722692389067339, + "FN": 9756, + "FP": 1778, + "IoU": 0.9460349691902438, + "TN": 76671129, + "TP": 202197, + "n_pred": 203975, + "n_ref": 211953 + }, + "10": { + "Dice": 0.7878590840127377, + "FN": 17704, + "FP": 7744, + "IoU": 0.6499731785483405, + "TN": 76812157, + "TP": 47255, + "n_pred": 54999, + "n_ref": 64959 + }, + "11": { + "Dice": 0.8296142535893444, + "FN": 476, + "FP": 509, + "IoU": 0.7088383091930239, + "TN": 76881477, + "TP": 2398, + "n_pred": 2907, + "n_ref": 2874 + }, + "12": { + "Dice": 0.36733416770963706, + "FN": 2022, + "FP": 0, + "IoU": 0.2249904177845918, + "TN": 76882251, + "TP": 587, + "n_pred": 587, + "n_ref": 2609 + }, + "13": { + "Dice": 0.5617628163947064, + "FN": 20922, + "FP": 13186, + "IoU": 0.3905912201397202, + "TN": 76828891, + "TP": 21861, + "n_pred": 35047, + "n_ref": 42783 + }, + "14": { + "Dice": 0.9123580853022399, + "FN": 10148, + "FP": 3562, + "IoU": 0.8388404979370173, + "TN": 76799789, + "TP": 71361, + "n_pred": 74923, + "n_ref": 81509 + }, + "15": { + "Dice": 0.5402718950676322, + "FN": 24198, + "FP": 2720, + "IoU": 0.3701181701181701, + "TN": 76842125, + "TP": 15817, + "n_pred": 18537, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9544120769869308, + "FN": 5018, + "FP": 4428, + "IoU": 0.9127994461112393, + "TN": 76776535, + "TP": 98879, + "n_pred": 103307, + "n_ref": 103897 + }, + "3": { + "Dice": 0.9485670591517569, + "FN": 5611, + "FP": 4344, + "IoU": 0.9021660082158932, + "TN": 76783106, + "TP": 91799, + "n_pred": 96143, + "n_ref": 97410 + }, + "4": { + "Dice": 0.9187965195513157, + "FN": 2971, + "FP": 902, + "IoU": 0.8497905677939808, + "TN": 76859076, + "TP": 21911, + "n_pred": 22813, + "n_ref": 24882 + }, + "5": { + "Dice": 0.8853342201529764, + "FN": 2444, + "FP": 1004, + "IoU": 0.7942598007040993, + "TN": 76868101, + "TP": 13311, + "n_pred": 14315, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9690478098984644, + "FN": 30916, + "FP": 39362, + "IoU": 0.9399541697496424, + "TN": 75714454, + "TP": 1100128, + "n_pred": 1139490, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.840435500423899, + "FN": 29311, + "FP": 20753, + "IoU": 0.7247854696579059, + "TN": 76702951, + "TP": 131845, + "n_pred": 152598, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9580363182267547, + "FN": 3656, + "FP": 2796, + "IoU": 0.9194526978102919, + "TN": 76804758, + "TP": 73650, + "n_pred": 76446, + "n_ref": 77306 + }, + "9": { + "Dice": 0.9090748752996941, + "FN": 9298, + "FP": 7199, + "IoU": 0.8333063880524625, + "TN": 76785894, + "TP": 82469, + "n_pred": 89668, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8283275890365994, + "FN": 18586, + "FP": 25346, + "IoU": 0.706961759350049, + "TN": 130850013, + "TP": 105987, + "n_pred": 131333, + "n_ref": 124573 + }, + "10": { + "Dice": 0.7091901131992964, + "FN": 21884, + "FP": 7377, + "IoU": 0.5494148444718201, + "TN": 130934992, + "TP": 35679, + "n_pred": 43056, + "n_ref": 57563 + }, + "11": { + "Dice": 0.6923899102180419, + "FN": 2329, + "FP": 549, + "IoU": 0.5295079287232304, + "TN": 130993815, + "TP": 3239, + "n_pred": 3788, + "n_ref": 5568 + }, + "12": { + "Dice": 0.5334394904458599, + "FN": 4622, + "FP": 66, + "IoU": 0.36373507057546145, + "TN": 130992564, + "TP": 2680, + "n_pred": 2746, + "n_ref": 7302 + }, + "13": { + "Dice": 0.5462958112897875, + "FN": 47129, + "FP": 4841, + "IoU": 0.37579571933027456, + "TN": 130916674, + "TP": 31288, + "n_pred": 36129, + "n_ref": 78417 + }, + "14": { + "Dice": 0.5547822734393025, + "FN": 580630, + "FP": 5996, + "IoU": 0.38387452855256843, + "TN": 130047811, + "TP": 365495, + "n_pred": 371491, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 6747, + "IoU": 0.0, + "TN": 130967875, + "TP": 0, + "n_pred": 6747, + "n_ref": 25310 + }, + "2": { + "Dice": 0.8950516742555312, + "FN": 33390, + "FP": 10103, + "IoU": 0.8100393958717319, + "TN": 130770974, + "TP": 185465, + "n_pred": 195568, + "n_ref": 218855 + }, + "3": { + "Dice": 0.9233898281412579, + "FN": 18584, + "FP": 25298, + "IoU": 0.8576826155627411, + "TN": 130691593, + "TP": 264457, + "n_pred": 289755, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 0, + "IoU": 0.0, + "TN": 130997652, + "TP": 0, + "n_pred": 0, + "n_ref": 2280 + }, + "5": { + "Dice": 0.7214269310265635, + "FN": 9583, + "FP": 1334, + "IoU": 0.5642438031373488, + "TN": 130974879, + "TP": 14136, + "n_pred": 15470, + "n_ref": 23719 + }, + "6": { + "Dice": 0.9266614346510461, + "FN": 98606, + "FP": 118942, + "IoU": 0.8633449543013285, + "TN": 129407982, + "TP": 1374402, + "n_pred": 1493344, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.6706142946715812, + "FN": 89626, + "FP": 22794, + "IoU": 0.5044542693543623, + "TN": 130773071, + "TP": 114441, + "n_pred": 137235, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9506203740122287, + "FN": 6386, + "FP": 6043, + "IoU": 0.9058879651083549, + "TN": 130867866, + "TP": 119637, + "n_pred": 125680, + "n_ref": 126023 + }, + "9": { + "Dice": 0.7516926688587797, + "FN": 8869, + "FP": 23074, + "IoU": 0.6021695540084441, + "TN": 130919639, + "TP": 48350, + "n_pred": 71424, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9538781343380538, + "FN": 2352, + "FP": 2973, + "IoU": 0.9118231495280675, + "TN": 74366308, + "TP": 55065, + "n_pred": 58038, + "n_ref": 57417 + }, + "10": { + "Dice": 0.4947938900128065, + "FN": 52116, + "FP": 2324, + "IoU": 0.3287216858407625, + "TN": 74345599, + "TP": 26659, + "n_pred": 28983, + "n_ref": 78775 + }, + "11": { + "Dice": 0.7640899977723323, + "FN": 673, + "FP": 386, + "IoU": 0.6182408074981975, + "TN": 74423924, + "TP": 1715, + "n_pred": 2101, + "n_ref": 2388 + }, + "12": { + "Dice": 0.5795356835769562, + "FN": 1446, + "FP": 21, + "IoU": 0.40799031476997577, + "TN": 74424220, + "TP": 1011, + "n_pred": 1032, + "n_ref": 2457 + }, + "13": { + "Dice": 0.4510995944985042, + "FN": 68118, + "FP": 17567, + "IoU": 0.291238605720714, + "TN": 74305804, + "TP": 35209, + "n_pred": 52776, + "n_ref": 103327 + }, + "14": { + "Dice": 0.8801202932147109, + "FN": 30419, + "FP": 7849, + "IoU": 0.7859061003446269, + "TN": 74247954, + "TP": 140476, + "n_pred": 148325, + "n_ref": 170895 + }, + "15": { + "Dice": 0.4607917383820998, + "FN": 15525, + "FP": 139, + "IoU": 0.2993693250436105, + "TN": 74404341, + "TP": 6693, + "n_pred": 6832, + "n_ref": 22218 + }, + "2": { + "Dice": 0.9315956781251585, + "FN": 8562, + "FP": 7620, + "IoU": 0.8719504957546311, + "TN": 74300325, + "TP": 110191, + "n_pred": 117811, + "n_ref": 118753 + }, + "3": { + "Dice": 0.9188971608927745, + "FN": 9061, + "FP": 12498, + "IoU": 0.8499627673271116, + "TN": 74283007, + "TP": 122132, + "n_pred": 134630, + "n_ref": 131193 + }, + "4": { + "Dice": 0.5164129747604922, + "FN": 19841, + "FP": 47, + "IoU": 0.3480840462844593, + "TN": 74396191, + "TP": 10619, + "n_pred": 10666, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9596985782809349, + "FN": 21043, + "FP": 51735, + "IoU": 0.9225197219235396, + "TN": 73487388, + "TP": 866532, + "n_pred": 918267, + "n_ref": 887575 + }, + "7": { + "Dice": 0.7117430806354965, + "FN": 62617, + "FP": 8579, + "IoU": 0.5524853543861413, + "TN": 74267606, + "TP": 87896, + "n_pred": 96475, + "n_ref": 150513 + }, + "8": { + "Dice": 0.8597523417089696, + "FN": 2754, + "FP": 10452, + "IoU": 0.7540049176663438, + "TN": 74373014, + "TP": 40478, + "n_pred": 50930, + "n_ref": 43232 + }, + "9": { + "Dice": 0.8358000711295926, + "FN": 3221, + "FP": 8783, + "IoU": 0.7179179884854894, + "TN": 74384143, + "TP": 30551, + "n_pred": 39334, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9767606166889556, + "FN": 4916, + "FP": 1531, + "IoU": 0.954576839613336, + "TN": 106504756, + "TP": 135485, + "n_pred": 137016, + "n_ref": 140401 + }, + "10": { + "Dice": 0.8708739507002169, + "FN": 14428, + "FP": 10753, + "IoU": 0.7712814271181514, + "TN": 106536592, + "TP": 84915, + "n_pred": 95668, + "n_ref": 99343 + }, + "11": { + "Dice": 0.5748645434121845, + "FN": 2476, + "FP": 741, + "IoU": 0.4033753709198813, + "TN": 106641296, + "TP": 2175, + "n_pred": 2916, + "n_ref": 4651 + }, + "12": { + "Dice": 0.745315445171305, + "FN": 2109, + "FP": 188, + "IoU": 0.5940261576528809, + "TN": 106641030, + "TP": 3361, + "n_pred": 3549, + "n_ref": 5470 + }, + "13": { + "Dice": 0.8027767549063731, + "FN": 11512, + "FP": 2949, + "IoU": 0.670532215437893, + "TN": 106602796, + "TP": 29431, + "n_pred": 32380, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9036927599817937, + "FN": 9699, + "FP": 3208, + "IoU": 0.8243061132815158, + "TN": 106573225, + "TP": 60556, + "n_pred": 63764, + "n_ref": 70255 + }, + "15": { + "Dice": 0.6800062599208567, + "FN": 11353, + "FP": 2960, + "IoU": 0.5151587005860235, + "TN": 106617167, + "TP": 15208, + "n_pred": 18168, + "n_ref": 26561 + }, + "2": { + "Dice": 0.951327214865431, + "FN": 3875, + "FP": 14830, + "IoU": 0.9071725979265818, + "TN": 106445185, + "TP": 182798, + "n_pred": 197628, + "n_ref": 186673 + }, + "3": { + "Dice": 0.9485561396159615, + "FN": 10100, + "FP": 5128, + "IoU": 0.9021462536948979, + "TN": 106491068, + "TP": 140392, + "n_pred": 145520, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8284458792933369, + "FN": 845, + "FP": 2981, + "IoU": 0.7071341090018372, + "TN": 106633624, + "TP": 9238, + "n_pred": 12219, + "n_ref": 10083 + }, + "5": { + "Dice": 0.7546812040767954, + "FN": 1258, + "FP": 812, + "IoU": 0.6060144651693947, + "TN": 106641434, + "TP": 3184, + "n_pred": 3996, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9741720399323589, + "FN": 51016, + "FP": 13759, + "IoU": 0.9496446556868305, + "TN": 105360330, + "TP": 1221583, + "n_pred": 1235342, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.8900643799343881, + "FN": 44231, + "FP": 28052, + "IoU": 0.8019063122614026, + "TN": 106281795, + "TP": 292610, + "n_pred": 320662, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9444630430292109, + "FN": 4733, + "FP": 3064, + "IoU": 0.8947702274107565, + "TN": 106572593, + "TP": 66298, + "n_pred": 69362, + "n_ref": 71031 + }, + "9": { + "Dice": 0.9358011984407257, + "FN": 5984, + "FP": 4869, + "IoU": 0.8793481040098718, + "TN": 106556735, + "TP": 79100, + "n_pred": 83969, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9586473436286096, + "FN": 8522, + "FP": 4093, + "IoU": 0.9205789583031662, + "TN": 107968091, + "TP": 146222, + "n_pred": 150315, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8578421015564477, + "FN": 8058, + "FP": 16164, + "IoU": 0.7510713735162633, + "TN": 108029623, + "TP": 73083, + "n_pred": 89247, + "n_ref": 81141 + }, + "11": { + "Dice": 0.7857142857142857, + "FN": 782, + "FP": 448, + "IoU": 0.6470588235294118, + "TN": 108123443, + "TP": 2255, + "n_pred": 2703, + "n_ref": 3037 + }, + "12": { + "Dice": 0.7860710717853575, + "FN": 1220, + "FP": 279, + "IoU": 0.6475429108864331, + "TN": 108122675, + "TP": 2754, + "n_pred": 3033, + "n_ref": 3974 + }, + "13": { + "Dice": 0.6580321386931617, + "FN": 38479, + "FP": 1997, + "IoU": 0.4903486571223511, + "TN": 108047509, + "TP": 38943, + "n_pred": 40940, + "n_ref": 77422 + }, + "14": { + "Dice": 0.7273662206423198, + "FN": 7359, + "FP": 17030, + "IoU": 0.5715440156000211, + "TN": 108070005, + "TP": 32534, + "n_pred": 49564, + "n_ref": 39893 + }, + "15": { + "Dice": 0.6883517946631655, + "FN": 8619, + "FP": 8234, + "IoU": 0.5247990977019596, + "TN": 108091463, + "TP": 18612, + "n_pred": 26846, + "n_ref": 27231 + }, + "2": { + "Dice": 0.9513592496394047, + "FN": 13302, + "FP": 4807, + "IoU": 0.9072308598652699, + "TN": 107931723, + "TP": 177096, + "n_pred": 181903, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9537366905175269, + "FN": 10162, + "FP": 8278, + "IoU": 0.9115646910998781, + "TN": 107918414, + "TP": 190074, + "n_pred": 198352, + "n_ref": 200236 + }, + "4": { + "Dice": 0.9306153577273233, + "FN": 4023, + "FP": 344, + "IoU": 0.870234451609069, + "TN": 108093275, + "TP": 29286, + "n_pred": 29630, + "n_ref": 33309 + }, + "5": { + "Dice": 0.8531008859674193, + "FN": 892, + "FP": 136, + "IoU": 0.7438325442312484, + "TN": 108122915, + "TP": 2985, + "n_pred": 3121, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9642834442897593, + "FN": 68460, + "FP": 36060, + "IoU": 0.9310302504805513, + "TN": 106611481, + "TP": 1410927, + "n_pred": 1446987, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.8981692211223158, + "FN": 37947, + "FP": 11584, + "IoU": 0.8151607654645331, + "TN": 107858960, + "TP": 218437, + "n_pred": 230021, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9493679661682805, + "FN": 2089, + "FP": 2293, + "IoU": 0.9036160478620447, + "TN": 108081464, + "TP": 41082, + "n_pred": 43375, + "n_ref": 43171 + }, + "9": { + "Dice": 0.9119611321045732, + "FN": 2611, + "FP": 8805, + "IoU": 0.8381696270359922, + "TN": 108056385, + "TP": 59127, + "n_pred": 67932, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.926445947188886, + "FN": 8659, + "FP": 9734, + "IoU": 0.8629709372927951, + "TN": 62435933, + "TP": 115834, + "n_pred": 125568, + "n_ref": 124493 + }, + "10": { + "Dice": 0.6817462922622423, + "FN": 24877, + "FP": 7118, + "IoU": 0.5171586381745744, + "TN": 62503896, + "TP": 34269, + "n_pred": 41387, + "n_ref": 59146 + }, + "11": { + "Dice": 0.5918738629472408, + "FN": 1076, + "FP": 270, + "IoU": 0.42032730404823426, + "TN": 62567838, + "TP": 976, + "n_pred": 1246, + "n_ref": 2052 + }, + "12": { + "Dice": 0.6539643515673018, + "FN": 2139, + "FP": 113, + "IoU": 0.4858447488584475, + "TN": 62565780, + "TP": 2128, + "n_pred": 2241, + "n_ref": 4267 + }, + "13": { + "Dice": 0.7551798832171783, + "FN": 9635, + "FP": 11161, + "IoU": 0.6066578399848686, + "TN": 62517290, + "TP": 32074, + "n_pred": 43235, + "n_ref": 41709 + }, + "14": { + "Dice": 0.9298173520758027, + "FN": 43314, + "FP": 3653, + "IoU": 0.868839869417938, + "TN": 62212071, + "TP": 311122, + "n_pred": 314775, + "n_ref": 354436 + }, + "15": { + "Dice": 0.5479961335415272, + "FN": 43434, + "FP": 35593, + "IoU": 0.3774068004916018, + "TN": 62443228, + "TP": 47905, + "n_pred": 83498, + "n_ref": 91339 + }, + "2": { + "Dice": 0.9491718124479281, + "FN": 9225, + "FP": 7674, + "IoU": 0.9032607077842529, + "TN": 62395474, + "TP": 157787, + "n_pred": 165461, + "n_ref": 167012 + }, + "3": { + "Dice": 0.9649022556390977, + "FN": 7670, + "FP": 6334, + "IoU": 0.9321846761774705, + "TN": 62363658, + "TP": 192498, + "n_pred": 198832, + "n_ref": 200168 + }, + "4": { + "Dice": 0.9131175468483816, + "FN": 2844, + "FP": 1083, + "IoU": 0.8401253918495298, + "TN": 62545597, + "TP": 20636, + "n_pred": 21719, + "n_ref": 23480 + }, + "5": { + "Dice": 0.7375063465583521, + "FN": 3091, + "FP": 528, + "IoU": 0.5841663794093991, + "TN": 62561457, + "TP": 5084, + "n_pred": 5612, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9670254786086832, + "FN": 64013, + "FP": 31023, + "IoU": 0.936156176733375, + "TN": 61081590, + "TP": 1393534, + "n_pred": 1424557, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.8550611265221558, + "FN": 27265, + "FP": 27022, + "IoU": 0.7468181457799915, + "TN": 62355741, + "TP": 160132, + "n_pred": 187154, + "n_ref": 187397 + }, + "8": { + "Dice": 0.8002397616487139, + "FN": 2036, + "FP": 31957, + "IoU": 0.6669997355041585, + "TN": 62468079, + "TP": 68088, + "n_pred": 100045, + "n_ref": 70124 + }, + "9": { + "Dice": 0.8309215320695431, + "FN": 5698, + "FP": 12167, + "IoU": 0.710749154024254, + "TN": 62508397, + "TP": 43898, + "n_pred": 56065, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8974456235139561, + "FN": 38198, + "FP": 17227, + "IoU": 0.8139694899894272, + "TN": 55083313, + "TP": 242510, + "n_pred": 259737, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8210963544467147, + "FN": 15486, + "FP": 11132, + "IoU": 0.6964914881244227, + "TN": 55293547, + "TP": 61083, + "n_pred": 72215, + "n_ref": 76569 + }, + "11": { + "Dice": 0.6627435595658429, + "FN": 1793, + "FP": 786, + "IoU": 0.4955994523762957, + "TN": 55376135, + "TP": 2534, + "n_pred": 3320, + "n_ref": 4327 + }, + "12": { + "Dice": 0.4165850473392099, + "FN": 3452, + "FP": 122, + "IoU": 0.26309278350515464, + "TN": 55376398, + "TP": 1276, + "n_pred": 1398, + "n_ref": 4728 + }, + "13": { + "Dice": 0.7224409448818898, + "FN": 14868, + "FP": 15870, + "IoU": 0.5654853620955316, + "TN": 55310507, + "TP": 40003, + "n_pred": 55873, + "n_ref": 54871 + }, + "14": { + "Dice": 0.8803721993401332, + "FN": 13535, + "FP": 8655, + "IoU": 0.7863079130593889, + "TN": 55277407, + "TP": 81651, + "n_pred": 90306, + "n_ref": 95186 + }, + "15": { + "Dice": 0.8206924702514738, + "FN": 8441, + "FP": 26262, + "IoU": 0.6959104809807135, + "TN": 55267127, + "TP": 79418, + "n_pred": 105680, + "n_ref": 87859 + }, + "2": { + "Dice": 0.944001386962552, + "FN": 10238, + "FP": 11726, + "IoU": 0.8939418814644557, + "TN": 55174154, + "TP": 185130, + "n_pred": 196856, + "n_ref": 195368 + }, + "3": { + "Dice": 0.9419176074052275, + "FN": 14260, + "FP": 6660, + "IoU": 0.8902119664758146, + "TN": 55190699, + "TP": 169629, + "n_pred": 176289, + "n_ref": 183889 + }, + "4": { + "Dice": 0.598114985862394, + "FN": 4236, + "FP": 28, + "IoU": 0.42665053112814305, + "TN": 55373811, + "TP": 3173, + "n_pred": 3201, + "n_ref": 7409 + }, + "5": { + "Dice": 0.7940774965872099, + "FN": 1859, + "FP": 102, + "IoU": 0.6584813653779171, + "TN": 55375506, + "TP": 3781, + "n_pred": 3883, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9624365093919826, + "FN": 89707, + "FP": 20286, + "IoU": 0.9275928828490195, + "TN": 53862157, + "TP": 1409098, + "n_pred": 1429384, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.7255522746573712, + "FN": 73158, + "FP": 4079, + "IoU": 0.5693072067450315, + "TN": 55201916, + "TP": 102095, + "n_pred": 106174, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9440368982896975, + "FN": 1818, + "FP": 3545, + "IoU": 0.8940055734529715, + "TN": 55330651, + "TP": 45234, + "n_pred": 48779, + "n_ref": 47052 + }, + "9": { + "Dice": 0.8566057380842202, + "FN": 6489, + "FP": 8385, + "IoU": 0.7491779228006273, + "TN": 55321947, + "TP": 44427, + "n_pred": 52812, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9634183358271049, + "FN": 18952, + "FP": 1536, + "IoU": 0.9294186547239687, + "TN": 110856340, + "TP": 269787, + "n_pred": 271323, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8208872019926462, + "FN": 13065, + "FP": 17137, + "IoU": 0.6961905624126102, + "TN": 111047204, + "TP": 69209, + "n_pred": 86346, + "n_ref": 82274 + }, + "11": { + "Dice": 0.7820260149783208, + "FN": 658, + "FP": 1001, + "IoU": 0.6420711974110033, + "TN": 111141980, + "TP": 2976, + "n_pred": 3977, + "n_ref": 3634 + }, + "12": { + "Dice": 0.501425855513308, + "FN": 2049, + "FP": 49, + "IoU": 0.33460196638122425, + "TN": 111143462, + "TP": 1055, + "n_pred": 1104, + "n_ref": 3104 + }, + "13": { + "Dice": 0.7126421197389065, + "FN": 25801, + "FP": 3871, + "IoU": 0.5535695478823441, + "TN": 111080150, + "TP": 36793, + "n_pred": 40664, + "n_ref": 62594 + }, + "14": { + "Dice": 0.7448654946302409, + "FN": 16182, + "FP": 899, + "IoU": 0.5934547185528978, + "TN": 111104600, + "TP": 24934, + "n_pred": 25833, + "n_ref": 41116 + }, + "15": { + "Dice": 0.7214970405946711, + "FN": 7262, + "FP": 6713, + "IoU": 0.5643295819434486, + "TN": 111114538, + "TP": 18102, + "n_pred": 24815, + "n_ref": 25364 + }, + "2": { + "Dice": 0.6861585481272189, + "FN": 7263, + "FP": 128695, + "IoU": 0.5222536913789347, + "TN": 110862033, + "TP": 148624, + "n_pred": 277319, + "n_ref": 155887 + }, + "3": { + "Dice": 0.6062104693682746, + "FN": 137550, + "FP": 1477, + "IoU": 0.43493687966899425, + "TN": 110900577, + "TP": 107011, + "n_pred": 108488, + "n_ref": 244561 + }, + "4": { + "Dice": 0.9233897559903276, + "FN": 2036, + "FP": 752, + "IoU": 0.8576824910668709, + "TN": 111127025, + "TP": 16802, + "n_pred": 17554, + "n_ref": 18838 + }, + "5": { + "Dice": 0.8382618617476467, + "FN": 359, + "FP": 1342, + "IoU": 0.7215583565231626, + "TN": 111140506, + "TP": 4408, + "n_pred": 5750, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9786591429862984, + "FN": 34607, + "FP": 33847, + "IoU": 0.958210117871716, + "TN": 109508563, + "TP": 1569598, + "n_pred": 1603445, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.365687729219743, + "FN": 267673, + "FP": 117496, + "IoU": 0.2237563382211868, + "TN": 110650419, + "TP": 111027, + "n_pred": 228523, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9367030965391621, + "FN": 4440, + "FP": 5846, + "IoU": 0.8809421841541756, + "TN": 111060220, + "TP": 76109, + "n_pred": 81955, + "n_ref": 80549 + }, + "9": { + "Dice": 0.9113447272791576, + "FN": 4317, + "FP": 5710, + "IoU": 0.8371288415307647, + "TN": 111085051, + "TP": 51537, + "n_pred": 57247, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.965390013636579, + "FN": 8569, + "FP": 5314, + "IoU": 0.9330955880581191, + "TN": 96913520, + "TP": 193622, + "n_pred": 198936, + "n_ref": 202191 + }, + "10": { + "Dice": 0.8631849277801557, + "FN": 14909, + "FP": 3950, + "IoU": 0.7593010937958673, + "TN": 97042674, + "TP": 59492, + "n_pred": 63442, + "n_ref": 74401 + }, + "11": { + "Dice": 0.6743162527507073, + "FN": 1767, + "FP": 305, + "IoU": 0.508655442257529, + "TN": 97116808, + "TP": 2145, + "n_pred": 2450, + "n_ref": 3912 + }, + "12": { + "Dice": 0.536034173901061, + "FN": 3338, + "FP": 29, + "IoU": 0.3661521084337349, + "TN": 97115713, + "TP": 1945, + "n_pred": 1974, + "n_ref": 5283 + }, + "13": { + "Dice": 0.7967323187108326, + "FN": 15773, + "FP": 2391, + "IoU": 0.6621405453666158, + "TN": 97067263, + "TP": 35598, + "n_pred": 37989, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9218187539815945, + "FN": 13206, + "FP": 7166, + "IoU": 0.8549756892783666, + "TN": 96980552, + "TP": 120101, + "n_pred": 127267, + "n_ref": 133307 + }, + "15": { + "Dice": 0.716322276268149, + "FN": 19533, + "FP": 19250, + "IoU": 0.5580234532587266, + "TN": 97033276, + "TP": 48966, + "n_pred": 68216, + "n_ref": 68499 + }, + "2": { + "Dice": 0.8644753578170815, + "FN": 5977, + "FP": 44634, + "IoU": 0.7613003942875469, + "TN": 96908997, + "TP": 161417, + "n_pred": 206051, + "n_ref": 167394 + }, + "3": { + "Dice": 0.8620534568581962, + "FN": 50213, + "FP": 4076, + "IoU": 0.7575518042157914, + "TN": 96897105, + "TP": 169631, + "n_pred": 173707, + "n_ref": 219844 + }, + "4": { + "Dice": 0.91359959696605, + "FN": 912, + "FP": 2175, + "IoU": 0.840941879637263, + "TN": 97101617, + "TP": 16321, + "n_pred": 18496, + "n_ref": 17233 + }, + "5": { + "Dice": 0.7986136010517509, + "FN": 2435, + "FP": 2620, + "IoU": 0.6647433346597692, + "TN": 97105947, + "TP": 10023, + "n_pred": 12643, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9778016564163974, + "FN": 48907, + "FP": 20960, + "IoU": 0.9565674436415538, + "TN": 95512393, + "TP": 1538765, + "n_pred": 1559725, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.878966097651487, + "FN": 61486, + "FP": 11572, + "IoU": 0.7840673647871796, + "TN": 96782688, + "TP": 265279, + "n_pred": 276851, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9534481892611382, + "FN": 5197, + "FP": 4071, + "IoU": 0.9110377331323971, + "TN": 97016846, + "TP": 94911, + "n_pred": 98982, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9374756636364109, + "FN": 5160, + "FP": 6883, + "IoU": 0.8823098272222657, + "TN": 97018697, + "TP": 90285, + "n_pred": 97168, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.967963510353397, + "FN": 9006, + "FP": 3447, + "IoU": 0.9379159749330701, + "TN": 78855822, + "TP": 188130, + "n_pred": 191577, + "n_ref": 197136 + }, + "10": { + "Dice": 0.749156797606066, + "FN": 33929, + "FP": 5637, + "IoU": 0.5989214284990217, + "TN": 78957756, + "TP": 59083, + "n_pred": 64720, + "n_ref": 93012 + }, + "11": { + "Dice": 0.7815929203539823, + "FN": 801, + "FP": 433, + "IoU": 0.641487507263219, + "TN": 79052963, + "TP": 2208, + "n_pred": 2641, + "n_ref": 3009 + }, + "12": { + "Dice": 0.5573254670599803, + "FN": 1587, + "FP": 664, + "IoU": 0.38631406761177756, + "TN": 79052737, + "TP": 1417, + "n_pred": 2081, + "n_ref": 3004 + }, + "13": { + "Dice": 0.6649205906937866, + "FN": 29679, + "FP": 6399, + "IoU": 0.49803823357542365, + "TN": 78984531, + "TP": 35796, + "n_pred": 42195, + "n_ref": 65475 + }, + "14": { + "Dice": 0.5002489999839355, + "FN": 22308, + "FP": 8801, + "IoU": 0.33355470339981574, + "TN": 79009726, + "TP": 15570, + "n_pred": 24371, + "n_ref": 37878 + }, + "15": { + "Dice": 0.5188246367433379, + "FN": 20893, + "FP": 11825, + "IoU": 0.3502790078837103, + "TN": 79006048, + "TP": 17639, + "n_pred": 29464, + "n_ref": 38532 + }, + "2": { + "Dice": 0.9502191983225025, + "FN": 5348, + "FP": 5905, + "IoU": 0.9051596264706874, + "TN": 78937753, + "TP": 107399, + "n_pred": 113304, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9417074119462789, + "FN": 8805, + "FP": 5132, + "IoU": 0.8898365372454787, + "TN": 78929893, + "TP": 112575, + "n_pred": 117707, + "n_ref": 121380 + }, + "4": { + "Dice": 0.6932540219007706, + "FN": 3354, + "FP": 1184, + "IoU": 0.5305193461618043, + "TN": 79046739, + "TP": 5128, + "n_pred": 6312, + "n_ref": 8482 + }, + "5": { + "Dice": 0.5372284928388504, + "FN": 2126, + "FP": 2753, + "IoU": 0.36726753987809624, + "TN": 79048694, + "TP": 2832, + "n_pred": 5585, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9672942779766566, + "FN": 42463, + "FP": 43837, + "IoU": 0.9366601320669274, + "TN": 77693914, + "TP": 1276191, + "n_pred": 1320028, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.7594512214936082, + "FN": 181826, + "FP": 3239, + "IoU": 0.6121897297807022, + "TN": 78579200, + "TP": 292140, + "n_pred": 295379, + "n_ref": 473966 + }, + "8": { + "Dice": 0.9100607677037081, + "FN": 1500, + "FP": 4435, + "IoU": 0.8349646849452199, + "TN": 79020443, + "TP": 30027, + "n_pred": 34462, + "n_ref": 31527 + }, + "9": { + "Dice": 0.925399289385629, + "FN": 4225, + "FP": 6588, + "IoU": 0.8611564093016089, + "TN": 78978526, + "TP": 67066, + "n_pred": 73654, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9166831198490514, + "FN": 8241, + "FP": 32692, + "IoU": 0.8461818851390199, + "TN": 122445827, + "TP": 225180, + "n_pred": 257872, + "n_ref": 233421 + }, + "10": { + "Dice": 0.8336075821140381, + "FN": 26047, + "FP": 7626, + "IoU": 0.7146887868363525, + "TN": 122593918, + "TP": 84349, + "n_pred": 91975, + "n_ref": 110396 + }, + "11": { + "Dice": 0.8316450827029106, + "FN": 939, + "FP": 374, + "IoU": 0.7118086040386303, + "TN": 122707384, + "TP": 3243, + "n_pred": 3617, + "n_ref": 4182 + }, + "12": { + "Dice": 0.52643973453222, + "FN": 3831, + "FP": 593, + "IoU": 0.3572570100246985, + "TN": 122705057, + "TP": 2459, + "n_pred": 3052, + "n_ref": 6290 + }, + "13": { + "Dice": 0.31724035387703514, + "FN": 43132, + "FP": 2787, + "IoU": 0.1885238659055967, + "TN": 122655353, + "TP": 10668, + "n_pred": 13455, + "n_ref": 53800 + }, + "14": { + "Dice": 0.8319105032135892, + "FN": 26862, + "FP": 5803, + "IoU": 0.7121975717633791, + "TN": 122598442, + "TP": 80833, + "n_pred": 86636, + "n_ref": 107695 + }, + "15": { + "Dice": 0.8230997247512174, + "FN": 12214, + "FP": 4496, + "IoU": 0.6993793289556535, + "TN": 122656355, + "TP": 38875, + "n_pred": 43371, + "n_ref": 51089 + }, + "2": { + "Dice": 0.9162826115985232, + "FN": 9996, + "FP": 13201, + "IoU": 0.845499593717947, + "TN": 122561798, + "TP": 126945, + "n_pred": 140146, + "n_ref": 136941 + }, + "3": { + "Dice": 0.9268138265932172, + "FN": 3881, + "FP": 18545, + "IoU": 0.8636095484263342, + "TN": 122547515, + "TP": 141999, + "n_pred": 160544, + "n_ref": 145880 + }, + "4": { + "Dice": 0.5679630824959778, + "FN": 35998, + "FP": 8847, + "IoU": 0.3966120395037808, + "TN": 122637618, + "TP": 29477, + "n_pred": 38324, + "n_ref": 65475 + }, + "5": { + "Dice": 0.7449190938511326, + "FN": 5700, + "FP": 2182, + "IoU": 0.5935227682945696, + "TN": 122692549, + "TP": 11509, + "n_pred": 13691, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9660887651900281, + "FN": 89806, + "FP": 23994, + "IoU": 0.9344020382635563, + "TN": 120977130, + "TP": 1621010, + "n_pred": 1645004, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.7675742198695147, + "FN": 110922, + "FP": 164814, + "IoU": 0.6228157770184313, + "TN": 121980902, + "TP": 455302, + "n_pred": 620116, + "n_ref": 566224 + }, + "8": { + "Dice": 0.9119681579083652, + "FN": 13182, + "FP": 10616, + "IoU": 0.8381814967429589, + "TN": 122564874, + "TP": 123268, + "n_pred": 133884, + "n_ref": 136450 + }, + "9": { + "Dice": 0.8560222136444572, + "FN": 5998, + "FP": 17128, + "IoU": 0.7482856956266191, + "TN": 122620066, + "TP": 68748, + "n_pred": 85876, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/loop_004/summary_cross_val.json b/nnActive_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/loop_004/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..fa4d75e6ae492a18a3926d48b3c73fb28bbe23fc --- /dev/null +++ b/nnActive_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/loop_004/summary_cross_val.json @@ -0,0 +1,17064 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.4279644963681775, + "FN": 2044.2666666666667, + "FP": 1572.3301587301587, + "IoU": 0.3626598645041265, + "TN": 274835.5492063492, + "TP": 5256.806349206348, + "n_pred": 6829.136507936506, + "n_ref": 7301.073015873016 + }, + "mean": { + "1": { + "Dice": 0.8771118510898489, + "FN": 678.3809523809524, + "FP": 88.52380952380952, + "IoU": 0.7887918814076166, + "TN": 276560.3333333333, + "TP": 6381.714285714285, + "n_pred": 6470.238095238095, + "n_ref": 7060.0952380952385 + }, + "10": { + "Dice": 0.3176276843411659, + "FN": 1370.7619047619048, + "FP": 545.8571428571429, + "IoU": 0.24598542264572718, + "TN": 280395.85714285716, + "TP": 1396.4761904761904, + "n_pred": 1942.3333333333333, + "n_ref": 2767.2380952380954 + }, + "11": { + "Dice": 0.32393416267184755, + "FN": 85.42857142857143, + "FP": 178.28571428571428, + "IoU": 0.25171115910282793, + "TN": 283205.04761904763, + "TP": 240.1904761904762, + "n_pred": 418.4761904761905, + "n_ref": 325.6190476190476 + }, + "12": { + "Dice": 0.2758510468275531, + "FN": 105.61904761904762, + "FP": 29.238095238095237, + "IoU": 0.19046568086515117, + "TN": 283491.90476190473, + "TP": 82.19047619047619, + "n_pred": 111.42857142857143, + "n_ref": 187.8095238095238 + }, + "13": { + "Dice": 0.33107722647654353, + "FN": 1602.7142857142858, + "FP": 609.2857142857143, + "IoU": 0.2359896450775747, + "TN": 280094.09523809527, + "TP": 1402.857142857143, + "n_pred": 2012.142857142857, + "n_ref": 3005.5714285714284 + }, + "14": { + "Dice": 0.32987932258310226, + "FN": 3465.4285714285716, + "FP": 1126.7142857142858, + "IoU": 0.28279822834266655, + "TN": 272668.71428571426, + "TP": 6448.0952380952385, + "n_pred": 7574.809523809524, + "n_ref": 9913.52380952381 + }, + "15": { + "Dice": 0.0, + "FN": 1.0, + "FP": 18.38095238095238, + "IoU": 0.0, + "TN": 283689.5714285714, + "TP": 0.0, + "n_pred": 18.38095238095238, + "n_ref": 1.0 + }, + "2": { + "Dice": 0.2091537521106608, + "FN": 58.333333333333336, + "FP": 7841.142857142857, + "IoU": 0.1956008592249448, + "TN": 274788.5714285714, + "TP": 1020.9047619047619, + "n_pred": 8862.047619047618, + "n_ref": 1079.2380952380952 + }, + "3": { + "Dice": 0.44557778953519706, + "FN": 8291.42857142857, + "FP": 83.47619047619048, + "IoU": 0.3955510062596113, + "TN": 268500.04761904763, + "TP": 6834.0, + "n_pred": 6917.476190476191, + "n_ref": 15125.42857142857 + }, + "4": { + "Dice": 0.43530582155960384, + "FN": 341.23809523809524, + "FP": 48.04761904761905, + "IoU": 0.34956594431436827, + "TN": 282583.61904761905, + "TP": 736.047619047619, + "n_pred": 784.0952380952381, + "n_ref": 1077.2857142857142 + }, + "5": { + "Dice": 0.39017105130584734, + "FN": 372.8095238095238, + "FP": 69.66666666666667, + "IoU": 0.32366891468359593, + "TN": 282410.90476190473, + "TP": 855.5714285714286, + "n_pred": 925.2380952380952, + "n_ref": 1228.3809523809523 + }, + "6": { + "Dice": 0.599304644595391, + "FN": 2447.809523809524, + "FP": 10919.47619047619, + "IoU": 0.5324480013139979, + "TN": 237316.90476190476, + "TP": 33024.76190476191, + "n_pred": 43944.23809523809, + "n_ref": 35472.57142857143 + }, + "7": { + "Dice": 0.49362170557301593, + "FN": 10120.285714285714, + "FP": 950.6190476190476, + "IoU": 0.4111724214334726, + "TN": 260450.14285714287, + "TP": 12187.904761904761, + "n_pred": 13138.52380952381, + "n_ref": 22308.190476190477 + }, + "8": { + "Dice": 0.805800703183356, + "FN": 669.8095238095239, + "FP": 262.0952380952381, + "IoU": 0.7437947199445922, + "TN": 278540.90476190473, + "TP": 4236.142857142857, + "n_pred": 4498.238095238095, + "n_ref": 4905.952380952381 + }, + "9": { + "Dice": 0.5850506836695287, + "FN": 1052.952380952381, + "FP": 814.1428571428571, + "IoU": 0.49235408294575, + "TN": 277836.61904761905, + "TP": 4005.2380952380954, + "n_pred": 4819.380952380952, + "n_ref": 5058.190476190476 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9447729704029478, + "FN": 13583, + "FP": 1285, + "IoU": 0.8953267343461793, + "TN": 33190, + "TP": 127174, + "n_pred": 128459, + "n_ref": 140757 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8506001263423879, + "FN": 840, + "FP": 106, + "IoU": 0.7400384721077219, + "TN": 171593, + "TP": 2693, + "n_pred": 2799, + "n_ref": 3533 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 175211, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "7": { + "Dice": 0.28383128295254834, + "FN": 9754, + "FP": 26, + "IoU": 0.16538658474142345, + "TN": 163514, + "TP": 1938, + "n_pred": 1964, + "n_ref": 11692 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7348081769812378, + "FN": 1036, + "FP": 858, + "IoU": 0.580787959274015, + "TN": 521178, + "TP": 2624, + "n_pred": 3482, + "n_ref": 3660 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6785714285714286, + "FN": 511, + "FP": 29, + "IoU": 0.5135135135135135, + "TN": 524586, + "TP": 570, + "n_pred": 599, + "n_ref": 1081 + }, + "14": { + "Dice": 0.7591790085242155, + "FN": 65598, + "FP": 143, + "IoU": 0.6118360454405894, + "TN": 356332, + "TP": 103623, + "n_pred": 103766, + "n_ref": 169221 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 257, + "IoU": 0.0, + "TN": 525439, + "TP": 0, + "n_pred": 257, + "n_ref": 0 + }, + "2": { + "Dice": 0.950700190231716, + "FN": 1171, + "FP": 980, + "IoU": 0.9060329387095365, + "TN": 502805, + "TP": 20740, + "n_pred": 21720, + "n_ref": 21911 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.5595567867036011, + "FN": 120, + "FP": 39, + "IoU": 0.38846153846153847, + "TN": 525436, + "TP": 101, + "n_pred": 140, + "n_ref": 221 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9469976066905101, + "FN": 1484, + "FP": 2458, + "IoU": 0.8993309157771081, + "TN": 486538, + "TP": 35216, + "n_pred": 37674, + "n_ref": 36700 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9392252810877442, + "FN": 2399, + "FP": 855, + "IoU": 0.8854144658074512, + "TN": 497298, + "TP": 25144, + "n_pred": 25999, + "n_ref": 27543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8417880462079357, + "FN": 182, + "FP": 133, + "IoU": 0.7267996530789246, + "TN": 524543, + "TP": 838, + "n_pred": 971, + "n_ref": 1020 + }, + "10": { + "Dice": 0.7443770300913158, + "FN": 3387, + "FP": 784, + "IoU": 0.5928348301444748, + "TN": 515452, + "TP": 6073, + "n_pred": 6857, + "n_ref": 9460 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5517020936551063, + "FN": 2218, + "FP": 587, + "IoU": 0.38093136173030234, + "TN": 521165, + "TP": 1726, + "n_pred": 2313, + "n_ref": 3944 + }, + "13": { + "Dice": 0.0, + "FN": 4328, + "FP": 395, + "IoU": 0.0, + "TN": 520973, + "TP": 0, + "n_pred": 395, + "n_ref": 4328 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 902, + "IoU": 0.0, + "TN": 524794, + "TP": 0, + "n_pred": 902, + "n_ref": 0 + }, + "3": { + "Dice": 0.9565598466173652, + "FN": 1617, + "FP": 762, + "IoU": 0.9167366652666946, + "TN": 497124, + "TP": 26193, + "n_pred": 26955, + "n_ref": 27810 + }, + "4": { + "Dice": 0.7773478719662329, + "FN": 629, + "FP": 637, + "IoU": 0.6357882623705409, + "TN": 522220, + "TP": 2210, + "n_pred": 2847, + "n_ref": 2839 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9641607772144233, + "FN": 10933, + "FP": 193, + "IoU": 0.9308015722957508, + "TN": 364912, + "TP": 149658, + "n_pred": 149851, + "n_ref": 160591 + }, + "7": { + "Dice": 0.027552494167314742, + "FN": 354, + "FP": 8399, + "IoU": 0.013968683113664527, + "TN": 516819, + "TP": 124, + "n_pred": 8523, + "n_ref": 478 + }, + "8": { + "Dice": 0.931401088469814, + "FN": 961, + "FP": 123, + "IoU": 0.8716096174345612, + "TN": 517253, + "TP": 7359, + "n_pred": 7482, + "n_ref": 8320 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0030.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0030.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 175214, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "5": { + "Dice": 0.6978614299865975, + "FN": 4331, + "FP": 854, + "IoU": 0.5359348429249082, + "TN": 164059, + "TP": 5988, + "n_pred": 6842, + "n_ref": 10319 + }, + "6": { + "Dice": 0.8524453462677025, + "FN": 3937, + "FP": 6680, + "IoU": 0.7428363812522708, + "TN": 133947, + "TP": 30668, + "n_pred": 37348, + "n_ref": 34605 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8959081119885139, + "FN": 473, + "FP": 687, + "IoU": 0.811443433029909, + "TN": 169080, + "TP": 4992, + "n_pred": 5679, + "n_ref": 5465 + }, + "9": { + "Dice": 0.6613518703060058, + "FN": 5177, + "FP": 8756, + "IoU": 0.49404459292613845, + "TN": 147694, + "TP": 13605, + "n_pred": 22361, + "n_ref": 18782 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 152, + "FP": 0, + "IoU": 0.0, + "TN": 350312, + "TP": 0, + "n_pred": 0, + "n_ref": 152 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 350459, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0781414994720169, + "FN": 2038, + "FP": 128912, + "IoU": 0.04065934065934066, + "TN": 213964, + "TP": 5550, + "n_pred": 134462, + "n_ref": 7588 + }, + "7": { + "Dice": 0.28043788462280106, + "FN": 129703, + "FP": 904, + "IoU": 0.16308680106114393, + "TN": 194406, + "TP": 25451, + "n_pred": 26355, + "n_ref": 155154 + }, + "8": { + "Dice": 0.912921023187623, + "FN": 2187, + "FP": 70, + "IoU": 0.8397927314026121, + "TN": 336376, + "TP": 11831, + "n_pred": 11901, + "n_ref": 14018 + }, + "9": { + "Dice": 0.8061572641434579, + "FN": 2437, + "FP": 6, + "IoU": 0.6752625282467101, + "TN": 342941, + "TP": 5080, + "n_pred": 5086, + "n_ref": 7517 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.01824212271973466, + "FN": 566, + "FP": 618, + "IoU": 0.009205020920502092, + "TN": 174037, + "TP": 11, + "n_pred": 629, + "n_ref": 577 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 175231, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5329206527855938, + "FN": 9307, + "FP": 653, + "IoU": 0.36325278097429997, + "TN": 159590, + "TP": 5682, + "n_pred": 6335, + "n_ref": 14989 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2172, + "IoU": 0.0, + "TN": 173060, + "TP": 0, + "n_pred": 2172, + "n_ref": 0 + }, + "8": { + "Dice": 0.9308565531475749, + "FN": 1718, + "FP": 761, + "IoU": 0.8706563706563707, + "TN": 156066, + "TP": 16687, + "n_pred": 17448, + "n_ref": 18405 + }, + "9": { + "Dice": 0.6894977168949772, + "FN": 1022, + "FP": 202, + "IoU": 0.5261324041811847, + "TN": 172649, + "TP": 1359, + "n_pred": 1561, + "n_ref": 2381 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0075.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0075.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7727794793261868, + "FN": 1856, + "FP": 2892, + "IoU": 0.6296989549212292, + "TN": 512874, + "TP": 8074, + "n_pred": 10966, + "n_ref": 9930 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 27, + "IoU": 0.0, + "TN": 525669, + "TP": 0, + "n_pred": 27, + "n_ref": 0 + }, + "13": { + "Dice": 0.7232644253169523, + "FN": 1685, + "FP": 9600, + "IoU": 0.5664950829748002, + "TN": 499664, + "TP": 14747, + "n_pred": 24347, + "n_ref": 16432 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 85, + "IoU": 0.0, + "TN": 525611, + "TP": 0, + "n_pred": 85, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 104507, + "IoU": 0.0, + "TN": 421189, + "TP": 0, + "n_pred": 104507, + "n_ref": 0 + }, + "3": { + "Dice": 0.11644567916824515, + "FN": 104874, + "FP": 79, + "IoU": 0.06182231002333086, + "TN": 413827, + "TP": 6916, + "n_pred": 6995, + "n_ref": 111790 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.5751400916963831, + "FN": 5253, + "FP": 3087, + "IoU": 0.4036467643904183, + "TN": 511711, + "TP": 5645, + "n_pred": 8732, + "n_ref": 10898 + }, + "9": { + "Dice": 0.7141941274522374, + "FN": 3456, + "FP": 5460, + "IoU": 0.5554447546868767, + "TN": 505640, + "TP": 11140, + "n_pred": 16600, + "n_ref": 14596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0098.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0098.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9495179666958808, + "FN": 441, + "FP": 135, + "IoU": 0.9038878691807108, + "TN": 169239, + "TP": 5417, + "n_pred": 5552, + "n_ref": 5858 + }, + "10": { + "Dice": 0.0, + "FN": 243, + "FP": 0, + "IoU": 0.0, + "TN": 174989, + "TP": 0, + "n_pred": 0, + "n_ref": 243 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 5519, + "IoU": 0.0, + "TN": 169713, + "TP": 0, + "n_pred": 5519, + "n_ref": 0 + }, + "3": { + "Dice": 0.928940415817906, + "FN": 14399, + "FP": 636, + "IoU": 0.8673097459160349, + "TN": 61923, + "TP": 98274, + "n_pred": 98910, + "n_ref": 112673 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5306565151740712, + "FN": 21034, + "FP": 1035, + "IoU": 0.3611521204226371, + "TN": 140687, + "TP": 12476, + "n_pred": 13511, + "n_ref": 33510 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 259, + "IoU": 0.0, + "TN": 174973, + "TP": 0, + "n_pred": 259, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9085624388465744, + "FN": 1781, + "FP": 7751, + "IoU": 0.8324456397546098, + "TN": 118343, + "TP": 47357, + "n_pred": 55108, + "n_ref": 49138 + }, + "7": { + "Dice": 0.8431167745978693, + "FN": 4867, + "FP": 1141, + "IoU": 0.7287829541350668, + "TN": 153080, + "TP": 16144, + "n_pred": 17285, + "n_ref": 21011 + }, + "8": { + "Dice": 0.9531837634548048, + "FN": 317, + "FP": 44, + "IoU": 0.9105550049554014, + "TN": 171196, + "TP": 3675, + "n_pred": 3719, + "n_ref": 3992 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 262, + "FP": 0, + "IoU": 0.0, + "TN": 174970, + "TP": 0, + "n_pred": 0, + "n_ref": 262 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 454, + "IoU": 0.0, + "TN": 174778, + "TP": 0, + "n_pred": 454, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 181, + "IoU": 0.0, + "TN": 175051, + "TP": 0, + "n_pred": 181, + "n_ref": 0 + }, + "9": { + "Dice": 0.8103784990235283, + "FN": 3800, + "FP": 278, + "IoU": 0.6812070043777361, + "TN": 162440, + "TP": 8714, + "n_pred": 8992, + "n_ref": 12514 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0161.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0161.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.8095978671406354, + "FN": 471, + "FP": 386, + "IoU": 0.6801045166106756, + "TN": 172553, + "TP": 1822, + "n_pred": 2208, + "n_ref": 2293 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9172141918528253, + "FN": 42, + "FP": 21, + "IoU": 0.8470873786407767, + "TN": 174820, + "TP": 349, + "n_pred": 370, + "n_ref": 391 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 36, + "IoU": 0.0, + "TN": 175196, + "TP": 0, + "n_pred": 36, + "n_ref": 0 + }, + "6": { + "Dice": 0.746673834162075, + "FN": 316, + "FP": 1569, + "IoU": 0.5957538065622989, + "TN": 170569, + "TP": 2778, + "n_pred": 4347, + "n_ref": 3094 + }, + "7": { + "Dice": 0.5, + "FN": 54, + "FP": 0, + "IoU": 0.3333333333333333, + "TN": 175151, + "TP": 27, + "n_pred": 27, + "n_ref": 81 + }, + "8": { + "Dice": 0.9635373901408022, + "FN": 764, + "FP": 435, + "IoU": 0.9296402793263306, + "TN": 158191, + "TP": 15842, + "n_pred": 16277, + "n_ref": 16606 + }, + "9": { + "Dice": 0.9285037470927728, + "FN": 1371, + "FP": 289, + "IoU": 0.8665487579387411, + "TN": 162793, + "TP": 10779, + "n_pred": 11068, + "n_ref": 12150 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7518772966927624, + "FN": 1051, + "FP": 502, + "IoU": 0.6024065540194572, + "TN": 346558, + "TP": 2353, + "n_pred": 2855, + "n_ref": 3404 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 184, + "IoU": 0.0, + "TN": 350280, + "TP": 0, + "n_pred": 184, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5862616186805713, + "FN": 7580, + "FP": 1545, + "IoU": 0.4146889031430404, + "TN": 334874, + "TP": 6465, + "n_pred": 8010, + "n_ref": 14045 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 4439, + "IoU": 0.0, + "TN": 346025, + "TP": 0, + "n_pred": 4439, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 350461, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 3, + "FP": 0, + "IoU": 0.0, + "TN": 350461, + "TP": 0, + "n_pred": 0, + "n_ref": 3 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6844118417605449, + "FN": 1275, + "FP": 4748, + "IoU": 0.5202325951887844, + "TN": 337910, + "TP": 6531, + "n_pred": 11279, + "n_ref": 7806 + }, + "7": { + "Dice": 0.9228875874309674, + "FN": 11701, + "FP": 768, + "IoU": 0.8568164071471224, + "TN": 263380, + "TP": 74615, + "n_pred": 75383, + "n_ref": 86316 + }, + "8": { + "Dice": 0.950026723677178, + "FN": 1410, + "FP": 86, + "IoU": 0.9048103843217103, + "TN": 334748, + "TP": 14220, + "n_pred": 14306, + "n_ref": 15630 + }, + "9": { + "Dice": 0.9088644112247574, + "FN": 314, + "FP": 1076, + "IoU": 0.8329527700997477, + "TN": 342143, + "TP": 6931, + "n_pred": 8007, + "n_ref": 7245 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0170.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0170.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6759720837487537, + "FN": 119, + "FP": 206, + "IoU": 0.5105421686746988, + "TN": 174568, + "TP": 339, + "n_pred": 545, + "n_ref": 458 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.49597423510466987, + "FN": 280, + "FP": 33, + "IoU": 0.3297644539614561, + "TN": 174765, + "TP": 154, + "n_pred": 187, + "n_ref": 434 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 234, + "IoU": 0.0, + "TN": 174998, + "TP": 0, + "n_pred": 234, + "n_ref": 0 + }, + "3": { + "Dice": 0.9079825834542816, + "FN": 264, + "FP": 53, + "IoU": 0.8314726209463051, + "TN": 173351, + "TP": 1564, + "n_pred": 1617, + "n_ref": 1828 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9288135593220339, + "FN": 172, + "FP": 38, + "IoU": 0.8670886075949367, + "TN": 173652, + "TP": 1370, + "n_pred": 1408, + "n_ref": 1542 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 175230, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8902176043912958, + "FN": 7176, + "FP": 664, + "IoU": 0.8021550962727433, + "TN": 135605, + "TP": 31787, + "n_pred": 32451, + "n_ref": 38963 + }, + "15": { + "Dice": 0.0, + "FN": 21, + "FP": 0, + "IoU": 0.0, + "TN": 175211, + "TP": 0, + "n_pred": 0, + "n_ref": 21 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7723684210526316, + "FN": 40, + "FP": 306, + "IoU": 0.6291532690246516, + "TN": 174299, + "TP": 587, + "n_pred": 893, + "n_ref": 627 + }, + "10": { + "Dice": 0.0, + "FN": 297, + "FP": 0, + "IoU": 0.0, + "TN": 174935, + "TP": 0, + "n_pred": 0, + "n_ref": 297 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 175230, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.22748289254669873, + "FN": 1, + "FP": 12530, + "IoU": 0.128338898163606, + "TN": 160856, + "TP": 1845, + "n_pred": 14375, + "n_ref": 1846 + }, + "7": { + "Dice": 0.8208651399491094, + "FN": 52093, + "FP": 3, + "IoU": 0.6961588260681916, + "TN": 3774, + "TP": 119362, + "n_pred": 119365, + "n_ref": 171455 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0212.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0212.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 802, + "IoU": 0.0, + "TN": 174430, + "TP": 0, + "n_pred": 802, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 129, + "IoU": 0.0, + "TN": 175103, + "TP": 0, + "n_pred": 129, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4832, + "IoU": 0.0, + "TN": 170400, + "TP": 0, + "n_pred": 4832, + "n_ref": 0 + }, + "3": { + "Dice": 0.0004154549231408392, + "FN": 4812, + "FP": 0, + "IoU": 0.00020777062123415748, + "TN": 170419, + "TP": 1, + "n_pred": 1, + "n_ref": 4813 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 622, + "IoU": 0.0, + "TN": 174610, + "TP": 0, + "n_pred": 622, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0214.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0214.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 5426, + "IoU": 0.0, + "TN": 870734, + "TP": 0, + "n_pred": 5426, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 18330, + "IoU": 0.0, + "TN": 857830, + "TP": 0, + "n_pred": 18330, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8628227752367919, + "FN": 3236, + "FP": 573, + "IoU": 0.7587408158094755, + "TN": 860372, + "TP": 11979, + "n_pred": 12552, + "n_ref": 15215 + }, + "6": { + "Dice": 0.7264857922039156, + "FN": 1352, + "FP": 59125, + "IoU": 0.570457547906871, + "TN": 735366, + "TP": 80317, + "n_pred": 139442, + "n_ref": 81669 + }, + "7": { + "Dice": 0.8223340382605314, + "FN": 797, + "FP": 6512, + "IoU": 0.6982744385733157, + "TN": 851936, + "TP": 16915, + "n_pred": 23427, + "n_ref": 17712 + }, + "8": { + "Dice": 0.9450322860708665, + "FN": 983, + "FP": 30, + "IoU": 0.8957926139286082, + "TN": 866439, + "TP": 8708, + "n_pred": 8738, + "n_ref": 9691 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 38, + "IoU": 0.0, + "TN": 876122, + "TP": 0, + "n_pred": 38, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 81, + "FP": 0, + "IoU": 0.0, + "TN": 175151, + "TP": 0, + "n_pred": 0, + "n_ref": 81 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2937799043062201, + "FN": 8580, + "FP": 276, + "IoU": 0.17218171620863712, + "TN": 164534, + "TP": 1842, + "n_pred": 2118, + "n_ref": 10422 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8396244491281855, + "FN": 4707, + "FP": 315, + "IoU": 0.7235799207397622, + "TN": 157064, + "TP": 13146, + "n_pred": 13461, + "n_ref": 17853 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9481054481546572, + "FN": 3239, + "FP": 452, + "IoU": 0.9013312660393499, + "TN": 137824, + "TP": 33717, + "n_pred": 34169, + "n_ref": 36956 + }, + "7": { + "Dice": 0.0, + "FN": 3031, + "FP": 0, + "IoU": 0.0, + "TN": 172201, + "TP": 0, + "n_pred": 0, + "n_ref": 3031 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.3991989319092123, + "FN": 287, + "FP": 1513, + "IoU": 0.2493744787322769, + "TN": 348066, + "TP": 598, + "n_pred": 2111, + "n_ref": 885 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.01446938691140601, + "FN": 12, + "FP": 47666, + "IoU": 0.0072874156741900556, + "TN": 302436, + "TP": 350, + "n_pred": 48016, + "n_ref": 362 + }, + "3": { + "Dice": 0.24925599949344646, + "FN": 47311, + "FP": 115, + "IoU": 0.14237147145518003, + "TN": 295165, + "TP": 7873, + "n_pred": 7988, + "n_ref": 55184 + }, + "4": { + "Dice": 0.0, + "FN": 1710, + "FP": 0, + "IoU": 0.0, + "TN": 348754, + "TP": 0, + "n_pred": 0, + "n_ref": 1710 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.91959183002777, + "FN": 23736, + "FP": 731, + "IoU": 0.8511522363362048, + "TN": 186088, + "TP": 139909, + "n_pred": 140640, + "n_ref": 163645 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 158, + "FP": 0, + "IoU": 0.0, + "TN": 350306, + "TP": 0, + "n_pred": 0, + "n_ref": 158 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 1386, + "FP": 0, + "IoU": 0.0, + "TN": 173846, + "TP": 0, + "n_pred": 0, + "n_ref": 1386 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9865103615839764, + "FN": 1312, + "FP": 3063, + "IoU": 0.9733798197737741, + "TN": 10883, + "TP": 159974, + "n_pred": 163037, + "n_ref": 161286 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.5624352868088631, + "FN": 1978, + "FP": 135, + "IoU": 0.3912417170844137, + "TN": 171761, + "TP": 1358, + "n_pred": 1493, + "n_ref": 3336 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0341.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0341.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.40109169136716977, + "FN": 3702.409523809524, + "FP": 2996.8761904761905, + "IoU": 0.34526006862423914, + "TN": 328805.3365079364, + "TP": 6614.9968253968245, + "n_pred": 9611.873015873018, + "n_ref": 10317.406349206347 + }, + "mean": { + "1": { + "Dice": 0.30961108486326283, + "FN": 226.42857142857142, + "FP": 1252.6190476190477, + "IoU": 0.29098512234920404, + "TN": 336152.4285714286, + "TP": 4488.142857142857, + "n_pred": 5740.761904761905, + "n_ref": 4714.571428571428 + }, + "10": { + "Dice": 0.44846382364172915, + "FN": 939.1904761904761, + "FP": 1469.5238095238096, + "IoU": 0.360988107711759, + "TN": 336625.38095238095, + "TP": 3085.5238095238096, + "n_pred": 4555.047619047619, + "n_ref": 4024.714285714286 + }, + "11": { + "Dice": 0.2434898036358232, + "FN": 214.38095238095238, + "FP": 71.61904761904762, + "IoU": 0.19192101592950475, + "TN": 341470.1904761905, + "TP": 363.42857142857144, + "n_pred": 435.04761904761904, + "n_ref": 577.8095238095239 + }, + "12": { + "Dice": 0.29788402834720035, + "FN": 212.95238095238096, + "FP": 217.1904761904762, + "IoU": 0.19872298017378295, + "TN": 341472.2380952381, + "TP": 217.23809523809524, + "n_pred": 434.42857142857144, + "n_ref": 430.1904761904762 + }, + "13": { + "Dice": 0.35913238432550393, + "FN": 813.952380952381, + "FP": 601.8095238095239, + "IoU": 0.2777200422494588, + "TN": 339750.5238095238, + "TP": 953.3333333333334, + "n_pred": 1555.142857142857, + "n_ref": 1767.2857142857142 + }, + "14": { + "Dice": 0.2524262778476261, + "FN": 19638.52380952381, + "FP": 685.4761904761905, + "IoU": 0.20072901663870749, + "TN": 317728.38095238095, + "TP": 4067.2380952380954, + "n_pred": 4752.714285714285, + "n_ref": 23705.761904761905 + }, + "15": { + "Dice": 0.29189902993920036, + "FN": 249.61904761904762, + "FP": 2536.0476190476193, + "IoU": 0.23508704742704403, + "TN": 338052.1904761905, + "TP": 1281.7619047619048, + "n_pred": 3817.809523809524, + "n_ref": 1531.3809523809523 + }, + "2": { + "Dice": 0.593883853570347, + "FN": 1988.6666666666667, + "FP": 2770.3333333333335, + "IoU": 0.541729355984371, + "TN": 325309.5238095238, + "TP": 12051.095238095239, + "n_pred": 14821.42857142857, + "n_ref": 14039.761904761905 + }, + "3": { + "Dice": 0.4194006005187521, + "FN": 3861.1428571428573, + "FP": 1346.4285714285713, + "IoU": 0.36799552760747056, + "TN": 332341.61904761905, + "TP": 4570.428571428572, + "n_pred": 5916.857142857143, + "n_ref": 8431.57142857143 + }, + "4": { + "Dice": 0.3668393195317601, + "FN": 413.85714285714283, + "FP": 67.66666666666667, + "IoU": 0.3087902212131987, + "TN": 339722.4761904762, + "TP": 1915.6190476190477, + "n_pred": 1983.2857142857142, + "n_ref": 2329.4761904761904 + }, + "5": { + "Dice": 0.0, + "FN": 0.0, + "FP": 5.190476190476191, + "IoU": 0.0, + "TN": 342114.4285714286, + "TP": 0.0, + "n_pred": 5.190476190476191, + "n_ref": 0.0 + }, + "6": { + "Dice": 0.7292206516077632, + "FN": 21403.428571428572, + "FP": 10734.904761904761, + "IoU": 0.6646294460026259, + "TN": 262499.4761904762, + "TP": 47481.80952380953, + "n_pred": 58216.71428571428, + "n_ref": 68885.23809523809 + }, + "7": { + "Dice": 0.33658459024428655, + "FN": 5171.190476190476, + "FP": 21139.14285714286, + "IoU": 0.28562446642803396, + "TN": 305733.85714285716, + "TP": 10075.42857142857, + "n_pred": 31214.571428571428, + "n_ref": 15246.619047619048 + }, + "8": { + "Dice": 0.8066956810214009, + "FN": 140.04761904761904, + "FP": 732.7619047619048, + "IoU": 0.7633643226321581, + "TN": 334873.85714285716, + "TP": 6372.952380952381, + "n_pred": 7105.714285714285, + "n_ref": 6513.0 + }, + "9": { + "Dice": 0.5608442414128911, + "FN": 262.76190476190476, + "FP": 1322.4285714285713, + "IoU": 0.49061435701626793, + "TN": 338233.4761904762, + "TP": 2300.9523809523807, + "n_pred": 3623.3809523809523, + "n_ref": 2563.714285714286 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 585, + "FP": 0, + "IoU": 0.0, + "TN": 174647, + "TP": 0, + "n_pred": 0, + "n_ref": 585 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 91, + "IoU": 0.0, + "TN": 175141, + "TP": 0, + "n_pred": 91, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 951, + "FP": 162, + "IoU": 0.0, + "TN": 174119, + "TP": 0, + "n_pred": 162, + "n_ref": 951 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 1635, + "FP": 0, + "IoU": 0.0, + "TN": 173597, + "TP": 0, + "n_pred": 0, + "n_ref": 1635 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.891633280995867, + "FN": 6894, + "FP": 8497, + "IoU": 0.8044569236046704, + "TN": 96523, + "TP": 63318, + "n_pred": 71815, + "n_ref": 70212 + }, + "7": { + "Dice": 0.15162509448223735, + "FN": 22342, + "FP": 106, + "IoU": 0.08203156947738612, + "TN": 150778, + "TP": 2006, + "n_pred": 2112, + "n_ref": 24348 + }, + "8": { + "Dice": 0.8752711496746204, + "FN": 4, + "FP": 3216, + "IoU": 0.7782063645130183, + "TN": 160714, + "TP": 11298, + "n_pred": 14514, + "n_ref": 11302 + }, + "9": { + "Dice": 0.7209072978303748, + "FN": 2282, + "FP": 2246, + "IoU": 0.5636083269082498, + "TN": 164856, + "TP": 5848, + "n_pred": 8094, + "n_ref": 8130 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9791845801089137, + "FN": 633, + "FP": 529, + "IoU": 0.959218053557014, + "TN": 146739, + "TP": 27331, + "n_pred": 27860, + "n_ref": 27964 + }, + "10": { + "Dice": 0.8920473773265651, + "FN": 559, + "FP": 1036, + "IoU": 0.8051313378130727, + "TN": 167047, + "TP": 6590, + "n_pred": 7626, + "n_ref": 7149 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 185, + "FP": 12, + "IoU": 0.0, + "TN": 175035, + "TP": 0, + "n_pred": 12, + "n_ref": 185 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 192, + "IoU": 0.0, + "TN": 175040, + "TP": 0, + "n_pred": 192, + "n_ref": 0 + }, + "3": { + "Dice": 0.9504470684594908, + "FN": 861, + "FP": 4947, + "IoU": 0.9055732587630877, + "TN": 113724, + "TP": 55700, + "n_pred": 60647, + "n_ref": 56561 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 14446, + "IoU": 0.0, + "TN": 336018, + "TP": 0, + "n_pred": 14446, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9126056508089834, + "FN": 702, + "FP": 6536, + "IoU": 0.839259144107131, + "TN": 305435, + "TP": 37791, + "n_pred": 44327, + "n_ref": 38493 + }, + "15": { + "Dice": 0.6138055492894202, + "FN": 2526, + "FP": 14594, + "IoU": 0.44279902359641987, + "TN": 319739, + "TP": 13605, + "n_pred": 28199, + "n_ref": 16131 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 198, + "IoU": 0.0, + "TN": 350266, + "TP": 0, + "n_pred": 198, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8606726592404628, + "FN": 25657, + "FP": 259, + "IoU": 0.7554217549687624, + "TN": 244502, + "TP": 80046, + "n_pred": 80305, + "n_ref": 105703 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.43195610718945504, + "FN": 83777, + "FP": 1120, + "IoU": 0.27547449989758993, + "TN": 58056, + "TP": 32279, + "n_pred": 33399, + "n_ref": 116056 + }, + "15": { + "Dice": 0.8456896004065816, + "FN": 2716, + "FP": 2142, + "IoU": 0.7326362135388003, + "TN": 157062, + "TP": 13312, + "n_pred": 15454, + "n_ref": 16028 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 307, + "IoU": 0.0, + "TN": 350157, + "TP": 0, + "n_pred": 307, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 440, + "FP": 0, + "IoU": 0.0, + "TN": 350024, + "TP": 0, + "n_pred": 0, + "n_ref": 440 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 350459, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8847096691678036, + "FN": 40361, + "FP": 2907, + "IoU": 0.7932550338777343, + "TN": 141182, + "TP": 166014, + "n_pred": 168921, + "n_ref": 206375 + }, + "7": { + "Dice": 0.16524056669939682, + "FN": 5905, + "FP": 46, + "IoU": 0.0900611620795107, + "TN": 343924, + "TP": 589, + "n_pred": 635, + "n_ref": 6494 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 174, + "IoU": 0.0, + "TN": 350290, + "TP": 0, + "n_pred": 174, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 98, + "FP": 0, + "IoU": 0.0, + "TN": 350366, + "TP": 0, + "n_pred": 0, + "n_ref": 98 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 407, + "IoU": 0.0, + "TN": 350057, + "TP": 0, + "n_pred": 407, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0072.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0072.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 508, + "IoU": 0.0, + "TN": 349956, + "TP": 0, + "n_pred": 508, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 76, + "IoU": 0.0, + "TN": 350388, + "TP": 0, + "n_pred": 76, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 50431, + "IoU": 0.0, + "TN": 300033, + "TP": 0, + "n_pred": 50431, + "n_ref": 0 + }, + "3": { + "Dice": 0.3847408576690345, + "FN": 69213, + "FP": 945, + "IoU": 0.23819141312137598, + "TN": 258370, + "TP": 21936, + "n_pred": 22881, + "n_ref": 91149 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0127.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0127.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9697820071645255, + "FN": 2995, + "FP": 860, + "IoU": 0.9413367014639195, + "TN": 109518, + "TP": 61859, + "n_pred": 62719, + "n_ref": 64854 + }, + "10": { + "Dice": 0.3380281690140845, + "FN": 33, + "FP": 14, + "IoU": 0.2033898305084746, + "TN": 175173, + "TP": 12, + "n_pred": 26, + "n_ref": 45 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9073064340239912, + "FN": 54, + "FP": 31, + "IoU": 0.8303393213572854, + "TN": 174731, + "TP": 416, + "n_pred": 447, + "n_ref": 470 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 69, + "IoU": 0.0, + "TN": 175163, + "TP": 0, + "n_pred": 69, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6172, + "IoU": 0.0, + "TN": 169060, + "TP": 0, + "n_pred": 6172, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0175.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0175.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9672816524816156, + "FN": 6729, + "FP": 3562, + "IoU": 0.9366364554343275, + "TN": 188052, + "TP": 152121, + "n_pred": 155683, + "n_ref": 158850 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 126, + "IoU": 0.0, + "TN": 350338, + "TP": 0, + "n_pred": 126, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.4139440889188279, + "FN": 3, + "FP": 3477, + "IoU": 0.26098959439371416, + "TN": 345755, + "TP": 1229, + "n_pred": 4706, + "n_ref": 1232 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9459537851687131, + "FN": 61, + "FP": 498, + "IoU": 0.8974500091726288, + "TN": 169781, + "TP": 4892, + "n_pred": 5390, + "n_ref": 4953 + }, + "10": { + "Dice": 0.8846688524590164, + "FN": 1563, + "FP": 2834, + "IoU": 0.7931894078359437, + "TN": 153971, + "TP": 16864, + "n_pred": 19698, + "n_ref": 18427 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 104, + "IoU": 0.0, + "TN": 175128, + "TP": 0, + "n_pred": 104, + "n_ref": 0 + }, + "12": { + "Dice": 0.5247569184741959, + "FN": 2114, + "FP": 1063, + "IoU": 0.355708781180288, + "TN": 170301, + "TP": 1754, + "n_pred": 2817, + "n_ref": 3868 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9755592913487651, + "FN": 360, + "FP": 207, + "IoU": 0.9522847765715728, + "TN": 163349, + "TP": 11316, + "n_pred": 11523, + "n_ref": 11676 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 109, + "IoU": 0.0, + "TN": 175123, + "TP": 0, + "n_pred": 109, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9187267080745342, + "FN": 1742, + "FP": 3492, + "IoU": 0.849671137662636, + "TN": 140415, + "TP": 29583, + "n_pred": 33075, + "n_ref": 31325 + }, + "8": { + "Dice": 0.9742603935879056, + "FN": 624, + "FP": 166, + "IoU": 0.9498125913220253, + "TN": 159491, + "TP": 14951, + "n_pred": 15117, + "n_ref": 15575 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 9161, + "IoU": 0.0, + "TN": 516535, + "TP": 0, + "n_pred": 9161, + "n_ref": 0 + }, + "10": { + "Dice": 0.8017209283084433, + "FN": 4357, + "FP": 5229, + "IoU": 0.6690602775668024, + "TN": 496730, + "TP": 19380, + "n_pred": 24609, + "n_ref": 23737 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6031545741324921, + "FN": 11369, + "FP": 582, + "IoU": 0.43179765130984643, + "TN": 504663, + "TP": 9082, + "n_pred": 9664, + "n_ref": 20451 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7278481012658228, + "FN": 256, + "FP": 2, + "IoU": 0.572139303482587, + "TN": 525093, + "TP": 345, + "n_pred": 347, + "n_ref": 601 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 150, + "IoU": 0.0, + "TN": 525546, + "TP": 0, + "n_pred": 150, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 1258, + "FP": 0, + "IoU": 0.0, + "TN": 524438, + "TP": 0, + "n_pred": 0, + "n_ref": 1258 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.11018216384183932, + "FN": 319855, + "FP": 289, + "IoU": 0.058303060609180356, + "TN": 185731, + "TP": 19821, + "n_pred": 20110, + "n_ref": 339676 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 310182, + "IoU": 0.0, + "TN": 215514, + "TP": 0, + "n_pred": 310182, + "n_ref": 0 + }, + "8": { + "Dice": 0.9653421747914832, + "FN": 83, + "FP": 586, + "IoU": 0.933006208692169, + "TN": 515710, + "TP": 9317, + "n_pred": 9903, + "n_ref": 9400 + }, + "9": { + "Dice": 0.9209034517555575, + "FN": 1796, + "FP": 869, + "IoU": 0.8534022773529897, + "TN": 507517, + "TP": 15514, + "n_pred": 16383, + "n_ref": 17310 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7002967359050445, + "FN": 73, + "FP": 735, + "IoU": 0.5388127853881278, + "TN": 173480, + "TP": 944, + "n_pred": 1679, + "n_ref": 1017 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4930664280921494, + "FN": 3633, + "FP": 5433, + "IoU": 0.32719851576994435, + "TN": 161757, + "TP": 4409, + "n_pred": 9842, + "n_ref": 8042 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.5390722941913916, + "FN": 811, + "FP": 292, + "IoU": 0.36899313501144165, + "TN": 173484, + "TP": 645, + "n_pred": 937, + "n_ref": 1456 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9388982242608657, + "FN": 7933, + "FP": 5521, + "IoU": 0.8848333361866771, + "TN": 58410, + "TP": 103368, + "n_pred": 108889, + "n_ref": 111301 + }, + "7": { + "Dice": 0.22303689687795647, + "FN": 737, + "FP": 5833, + "IoU": 0.12551577266072142, + "TN": 167719, + "TP": 943, + "n_pred": 6776, + "n_ref": 1680 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 696, + "IoU": 0.0, + "TN": 525000, + "TP": 0, + "n_pred": 696, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9719466182224706, + "FN": 2835, + "FP": 377, + "IoU": 0.9454242702280219, + "TN": 466842, + "TP": 55642, + "n_pred": 56019, + "n_ref": 58477 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.931605994764592, + "FN": 1400, + "FP": 7823, + "IoU": 0.8719685717062066, + "TN": 453659, + "TP": 62814, + "n_pred": 70637, + "n_ref": 64214 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 31, + "IoU": 0.0, + "TN": 525665, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.04592705769176358, + "FN": 168599, + "FP": 0, + "IoU": 0.023503246320739964, + "TN": 2575, + "TP": 4058, + "n_pred": 4058, + "n_ref": 172657 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 175230, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 111907, + "IoU": 0.0, + "TN": 63325, + "TP": 0, + "n_pred": 111907, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.752276295133438, + "FN": 99, + "FP": 690, + "IoU": 0.602918973326623, + "TN": 348477, + "TP": 1198, + "n_pred": 1888, + "n_ref": 1297 + }, + "11": { + "Dice": 0.7108167770419426, + "FN": 1349, + "FP": 485, + "IoU": 0.5513698630136986, + "TN": 346376, + "TP": 2254, + "n_pred": 2739, + "n_ref": 3603 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9199202051866628, + "FN": 254, + "FP": 308, + "IoU": 0.8517150395778365, + "TN": 346674, + "TP": 3228, + "n_pred": 3536, + "n_ref": 3482 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9648447204968944, + "FN": 167, + "FP": 399, + "IoU": 0.9320772830913236, + "TN": 342131, + "TP": 7767, + "n_pred": 8166, + "n_ref": 7934 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9282849839356488, + "FN": 4987, + "FP": 1129, + "IoU": 0.8661677498413533, + "TN": 304765, + "TP": 39583, + "n_pred": 40712, + "n_ref": 44570 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9571029060898815, + "FN": 2762, + "FP": 6012, + "IoU": 0.9177347522385261, + "TN": 243809, + "TP": 97881, + "n_pred": 103893, + "n_ref": 100643 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9419989861439676, + "FN": 1264, + "FP": 1482, + "IoU": 0.8903573567578359, + "TN": 325419, + "TP": 22299, + "n_pred": 23781, + "n_ref": 23563 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.007077140835102618, + "FN": 21, + "FP": 1382, + "IoU": 0.0035511363636363635, + "TN": 1049984, + "TP": 5, + "n_pred": 1387, + "n_ref": 26 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5072067141032658, + "FN": 716, + "FP": 4686, + "IoU": 0.3397702273282816, + "TN": 1043210, + "TP": 2780, + "n_pred": 7466, + "n_ref": 3496 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 6663, + "IoU": 0.0, + "TN": 1044729, + "TP": 0, + "n_pred": 6663, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8543373885419299, + "FN": 3882, + "FP": 153, + "IoU": 0.7457146458280817, + "TN": 1035524, + "TP": 11833, + "n_pred": 11986, + "n_ref": 15715 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3236, + "IoU": 0.0, + "TN": 1048156, + "TP": 0, + "n_pred": 3236, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1051392, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4834405424200278, + "FN": 807, + "FP": 141813, + "IoU": 0.31877453930587796, + "TN": 842034, + "TP": 66738, + "n_pred": 208551, + "n_ref": 67545 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3280, + "IoU": 0.0, + "TN": 1048112, + "TP": 0, + "n_pred": 3280, + "n_ref": 0 + }, + "8": { + "Dice": 0.9598902071896582, + "FN": 135, + "FP": 771, + "IoU": 0.9228739252575126, + "TN": 1039645, + "TP": 10841, + "n_pred": 11612, + "n_ref": 10976 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 19308, + "IoU": 0.0, + "TN": 1032084, + "TP": 0, + "n_pred": 19308, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.31153210043602464, + "FN": 1237, + "FP": 7921, + "IoU": 0.18450578806767587, + "TN": 164002, + "TP": 2072, + "n_pred": 9993, + "n_ref": 3309 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9181818181818182, + "FN": 930, + "FP": 708, + "IoU": 0.8487394957983193, + "TN": 164403, + "TP": 9191, + "n_pred": 9899, + "n_ref": 10121 + }, + "7": { + "Dice": 0.9294841791993783, + "FN": 5868, + "FP": 2117, + "IoU": 0.8682582369536883, + "TN": 114621, + "TP": 52626, + "n_pred": 54743, + "n_ref": 58494 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 175218, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9592641261498029, + "FN": 49, + "FP": 13, + "IoU": 0.9217171717171717, + "TN": 174440, + "TP": 730, + "n_pred": 743, + "n_ref": 779 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8949518939802865, + "FN": 32090, + "FP": 21, + "IoU": 0.8098759584357145, + "TN": 6337, + "TP": 136784, + "n_pred": 136805, + "n_ref": 168874 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0362.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0362.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 40, + "IoU": 0.0, + "TN": 525656, + "TP": 0, + "n_pred": 40, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 3622, + "FP": 2511, + "IoU": 0.0, + "TN": 519563, + "TP": 0, + "n_pred": 2511, + "n_ref": 3622 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 46, + "IoU": 0.0, + "TN": 525650, + "TP": 0, + "n_pred": 46, + "n_ref": 0 + }, + "12": { + "Dice": 0.43767160900604063, + "FN": 1315, + "FP": 733, + "IoU": 0.28014059753954307, + "TN": 522851, + "TP": 797, + "n_pred": 1530, + "n_ref": 2112 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 36518, + "IoU": 0.0, + "TN": 489178, + "TP": 0, + "n_pred": 36518, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.16078251566559681, + "FN": 66, + "FP": 54844, + "IoU": 0.08741897955791923, + "TN": 465526, + "TP": 5260, + "n_pred": 60104, + "n_ref": 5326 + }, + "7": { + "Dice": 0.7746058532164565, + "FN": 71879, + "FP": 246, + "IoU": 0.6321279200244823, + "TN": 329636, + "TP": 123935, + "n_pred": 124181, + "n_ref": 195814 + }, + "8": { + "Dice": 0.9404998471415469, + "FN": 695, + "FP": 2419, + "IoU": 0.887682596934175, + "TN": 497971, + "TP": 24611, + "n_pred": 27030, + "n_ref": 25306 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2011904761904762, + "FN": 1066, + "FP": 276, + "IoU": 0.11184645929847783, + "TN": 348953, + "TP": 169, + "n_pred": 445, + "n_ref": 1235 + }, + "10": { + "Dice": 0.6939182842830307, + "FN": 7134, + "FP": 8508, + "IoU": 0.5312977556707518, + "TN": 317091, + "TP": 17731, + "n_pred": 26239, + "n_ref": 24865 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 348, + "IoU": 0.0, + "TN": 350116, + "TP": 0, + "n_pred": 348, + "n_ref": 0 + }, + "12": { + "Dice": 0.5269916142557652, + "FN": 858, + "FP": 2752, + "IoU": 0.3577655221490838, + "TN": 344843, + "TP": 2011, + "n_pred": 4763, + "n_ref": 2869 + }, + "13": { + "Dice": 0.708843537414966, + "FN": 170, + "FP": 258, + "IoU": 0.5489989462592202, + "TN": 349515, + "TP": 521, + "n_pred": 779, + "n_ref": 691 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9474494648329584, + "FN": 4698, + "FP": 5745, + "IoU": 0.900146295286997, + "TN": 245881, + "TP": 94140, + "n_pred": 99885, + "n_ref": 98838 + }, + "3": { + "Dice": 0.5565517531674875, + "FN": 10498, + "FP": 37, + "IoU": 0.38557097865391343, + "TN": 333318, + "TP": 6611, + "n_pred": 6648, + "n_ref": 17109 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9269615757184372, + "FN": 1010, + "FP": 121, + "IoU": 0.8638661531054406, + "TN": 342156, + "TP": 7177, + "n_pred": 7298, + "n_ref": 8187 + }, + "7": { + "Dice": 0.8762957843814789, + "FN": 122, + "FP": 415, + "IoU": 0.7798277982779828, + "TN": 348025, + "TP": 1902, + "n_pred": 2317, + "n_ref": 2024 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7501220447729967, + "FN": 3153, + "FP": 430, + "IoU": 0.60015623256333, + "TN": 516735, + "TP": 5378, + "n_pred": 5808, + "n_ref": 8531 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 525695, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.12406885139555468, + "FN": 159331, + "FP": 0, + "IoU": 0.06613720950678428, + "TN": 355081, + "TP": 11284, + "n_pred": 11284, + "n_ref": 170615 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 525695, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "2": { + "Dice": 0.891210880845715, + "FN": 32710, + "FP": 1044, + "IoU": 0.8037695044531776, + "TN": 353684, + "TP": 138258, + "n_pred": 139302, + "n_ref": 170968 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 18722, + "IoU": 0.0, + "TN": 506974, + "TP": 0, + "n_pred": 18722, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9715642538494748, + "FN": 1543, + "FP": 433, + "IoU": 0.9447009766882154, + "TN": 489963, + "TP": 33757, + "n_pred": 34190, + "n_ref": 35300 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.92815586524151, + "FN": 173, + "FP": 358, + "IoU": 0.8659429437010856, + "TN": 521735, + "TP": 3430, + "n_pred": 3788, + "n_ref": 3603 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.42409814599893525, + "FN": 486.6412698412698, + "FP": 928.7523809523809, + "IoU": 0.3758189008139216, + "TN": 292890.5079365079, + "TP": 6091.812698412698, + "n_pred": 7020.56507936508, + "n_ref": 6578.453968253968 + }, + "mean": { + "1": { + "Dice": 0.406908363675685, + "FN": 1596.3333333333333, + "FP": 252.14285714285714, + "IoU": 0.3885529755856581, + "TN": 288360.28571428574, + "TP": 10188.952380952382, + "n_pred": 10441.095238095239, + "n_ref": 11785.285714285714 + }, + "10": { + "Dice": 0.23053677489132796, + "FN": 153.95238095238096, + "FP": 613.7142857142857, + "IoU": 0.20943736206263489, + "TN": 298627.0, + "TP": 1003.047619047619, + "n_pred": 1616.7619047619048, + "n_ref": 1157.0 + }, + "11": { + "Dice": 0.3650342151841393, + "FN": 135.23809523809524, + "FP": 72.52380952380952, + "IoU": 0.2929239833230482, + "TN": 299907.8095238095, + "TP": 282.14285714285717, + "n_pred": 354.6666666666667, + "n_ref": 417.3809523809524 + }, + "12": { + "Dice": 0.0, + "FN": 0.0, + "FP": 4.0476190476190474, + "IoU": 0.0, + "TN": 300393.6666666667, + "TP": 0.0, + "n_pred": 4.0476190476190474, + "n_ref": 0.0 + }, + "13": { + "Dice": 0.33612921843606, + "FN": 385.6190476190476, + "FP": 366.0952380952381, + "IoU": 0.26019870724621774, + "TN": 299116.1904761905, + "TP": 529.8095238095239, + "n_pred": 895.9047619047619, + "n_ref": 915.4285714285714 + }, + "14": { + "Dice": 0.0, + "FN": 0.0, + "FP": 3947.6190476190477, + "IoU": 0.0, + "TN": 296450.09523809527, + "TP": 0.0, + "n_pred": 3947.6190476190477, + "n_ref": 0.0 + }, + "15": { + "Dice": 0.293993947786839, + "FN": 115.95238095238095, + "FP": 80.9047619047619, + "IoU": 0.2629599045784017, + "TN": 299654.95238095237, + "TP": 545.9047619047619, + "n_pred": 626.8095238095239, + "n_ref": 661.8571428571429 + }, + "2": { + "Dice": 0.693094162684514, + "FN": 266.57142857142856, + "FP": 951.3809523809524, + "IoU": 0.6471859013636934, + "TN": 295150.5238095238, + "TP": 4029.2380952380954, + "n_pred": 4980.619047619048, + "n_ref": 4295.809523809524 + }, + "3": { + "Dice": 0.0, + "FN": 0.0, + "FP": 76.23809523809524, + "IoU": 0.0, + "TN": 300321.4761904762, + "TP": 0.0, + "n_pred": 76.23809523809524, + "n_ref": 0.0 + }, + "4": { + "Dice": 0.8472750441949216, + "FN": 330.6666666666667, + "FP": 168.0952380952381, + "IoU": 0.745173998055682, + "TN": 296778.95238095237, + "TP": 3120.0, + "n_pred": 3288.095238095238, + "n_ref": 3450.6666666666665 + }, + "5": { + "Dice": 0.30343150700533206, + "FN": 371.04761904761904, + "FP": 170.33333333333334, + "IoU": 0.21793478777888536, + "TN": 299466.5714285714, + "TP": 389.76190476190476, + "n_pred": 560.0952380952381, + "n_ref": 760.8095238095239 + }, + "6": { + "Dice": 0.6957021000375514, + "FN": 1507.095238095238, + "FP": 5836.190476190476, + "IoU": 0.6603900331876202, + "TN": 236808.2380952381, + "TP": 56246.19047619047, + "n_pred": 62082.380952380954, + "n_ref": 57753.28571428572 + }, + "7": { + "Dice": 0.5443664709868076, + "FN": 1125.3333333333333, + "FP": 695.7142857142857, + "IoU": 0.4670777164525344, + "TN": 291053.7619047619, + "TP": 7522.9047619047615, + "n_pred": 8218.619047619048, + "n_ref": 8648.238095238095 + }, + "8": { + "Dice": 0.9110700572805547, + "FN": 174.04761904761904, + "FP": 202.38095238095238, + "IoU": 0.8406803690527207, + "TN": 296940.5238095238, + "TP": 3080.7619047619046, + "n_pred": 3283.1428571428573, + "n_ref": 3254.809523809524 + }, + "9": { + "Dice": 0.7339303278202963, + "FN": 1137.7619047619048, + "FP": 493.9047619047619, + "IoU": 0.6447677735217265, + "TN": 294327.5714285714, + "TP": 4438.476190476191, + "n_pred": 4932.380952380952, + "n_ref": 5576.238095238095 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.8914814117900056, + "FN": 31481, + "FP": 815, + "IoU": 0.8042097094912459, + "TN": 535976, + "TP": 132656, + "n_pred": 133471, + "n_ref": 164137 + }, + "10": { + "Dice": 0.0, + "FN": 21, + "FP": 0, + "IoU": 0.0, + "TN": 700907, + "TP": 0, + "n_pred": 0, + "n_ref": 21 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 77, + "IoU": 0.0, + "TN": 700851, + "TP": 0, + "n_pred": 77, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9304497079611183, + "FN": 2941, + "FP": 36283, + "IoU": 0.8699447935144814, + "TN": 399333, + "TP": 262371, + "n_pred": 298654, + "n_ref": 265312 + }, + "7": { + "Dice": 0.7470719113387347, + "FN": 1550, + "FP": 4475, + "IoU": 0.5962608054680695, + "TN": 686005, + "TP": 8898, + "n_pred": 13373, + "n_ref": 10448 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 33, + "IoU": 0.0, + "TN": 175199, + "TP": 0, + "n_pred": 33, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 68, + "IoU": 0.0, + "TN": 175164, + "TP": 0, + "n_pred": 68, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5880957759204879, + "FN": 5081, + "FP": 2213, + "IoU": 0.41652667786577074, + "TN": 162731, + "TP": 5207, + "n_pred": 7420, + "n_ref": 10288 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 11257, + "IoU": 0.0, + "TN": 163975, + "TP": 0, + "n_pred": 11257, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9185062335582752, + "FN": 2402, + "FP": 3298, + "IoU": 0.8492940616572365, + "TN": 137410, + "TP": 32122, + "n_pred": 35420, + "n_ref": 34524 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 2088, + "IoU": 0.0, + "TN": 173144, + "TP": 0, + "n_pred": 2088, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 29, + "IoU": 0.0, + "TN": 175203, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 547, + "IoU": 0.0, + "TN": 174685, + "TP": 0, + "n_pred": 547, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0054.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0054.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.5901270300691429, + "FN": 1889, + "FP": 660, + "IoU": 0.4185675182481752, + "TN": 346080, + "TP": 1835, + "n_pred": 2495, + "n_ref": 3724 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7836119613845067, + "FN": 244, + "FP": 675, + "IoU": 0.6442121564072784, + "TN": 347881, + "TP": 1664, + "n_pred": 2339, + "n_ref": 1908 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9461105104421556, + "FN": 377, + "FP": 570, + "IoU": 0.8977321814254859, + "TN": 341204, + "TP": 8313, + "n_pred": 8883, + "n_ref": 8690 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9721954037382498, + "FN": 6466, + "FP": 7300, + "IoU": 0.9458951704188152, + "TN": 96032, + "TP": 240666, + "n_pred": 247966, + "n_ref": 247132 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.845357205546779, + "FN": 167, + "FP": 3357, + "IoU": 0.7321374277896017, + "TN": 337308, + "TP": 9632, + "n_pred": 12989, + "n_ref": 9799 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 826, + "IoU": 0.0, + "TN": 875334, + "TP": 0, + "n_pred": 826, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 10603, + "IoU": 0.0, + "TN": 865557, + "TP": 0, + "n_pred": 10603, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 56, + "IoU": 0.0, + "TN": 876104, + "TP": 0, + "n_pred": 56, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 876154, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 82391, + "IoU": 0.0, + "TN": 793769, + "TP": 0, + "n_pred": 82391, + "n_ref": 0 + }, + "15": { + "Dice": 0.881981843360517, + "FN": 2435, + "FP": 633, + "IoU": 0.788879713735205, + "TN": 861628, + "TP": 11464, + "n_pred": 12097, + "n_ref": 13899 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 15319, + "IoU": 0.0, + "TN": 860841, + "TP": 0, + "n_pred": 15319, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1011, + "IoU": 0.0, + "TN": 875149, + "TP": 0, + "n_pred": 1011, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 32263, + "IoU": 0.0, + "TN": 843897, + "TP": 0, + "n_pred": 32263, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5444, + "IoU": 0.0, + "TN": 870716, + "TP": 0, + "n_pred": 5444, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.8488924050632911, + "FN": 675, + "FP": 471, + "IoU": 0.7374570446735396, + "TN": 170867, + "TP": 3219, + "n_pred": 3690, + "n_ref": 3894 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7094861660079052, + "FN": 6, + "FP": 1464, + "IoU": 0.5497702909647779, + "TN": 171967, + "TP": 1795, + "n_pred": 3259, + "n_ref": 1801 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9806066072837974, + "FN": 90, + "FP": 254, + "IoU": 0.9619511116026989, + "TN": 166191, + "TP": 8697, + "n_pred": 8951, + "n_ref": 8787 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7297428432799612, + "FN": 425, + "FP": 132, + "IoU": 0.5744843391902216, + "TN": 173923, + "TP": 752, + "n_pred": 884, + "n_ref": 1177 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9176289453425712, + "FN": 774, + "FP": 2543, + "IoU": 0.8477951635846372, + "TN": 153439, + "TP": 18476, + "n_pred": 21019, + "n_ref": 19250 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8451151707704527, + "FN": 2, + "FP": 193, + "IoU": 0.7317744154057771, + "TN": 174505, + "TP": 532, + "n_pred": 725, + "n_ref": 534 + }, + "9": { + "Dice": 0.8680399352827434, + "FN": 5888, + "FP": 800, + "IoU": 0.766846784033467, + "TN": 146547, + "TP": 21997, + "n_pred": 22797, + "n_ref": 27885 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 519, + "IoU": 0.0, + "TN": 349945, + "TP": 0, + "n_pred": 519, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9808835947465818, + "FN": 789, + "FP": 3467, + "IoU": 0.9624843537894682, + "TN": 237018, + "TP": 109190, + "n_pred": 112657, + "n_ref": 109979 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0147.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0147.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 290, + "IoU": 0.0, + "TN": 174942, + "TP": 0, + "n_pred": 290, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.903353057199211, + "FN": 1043, + "FP": 133, + "IoU": 0.8237410071942446, + "TN": 168560, + "TP": 5496, + "n_pred": 5629, + "n_ref": 6539 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9878074675070685, + "FN": 793, + "FP": 1389, + "IoU": 0.9759086693459347, + "TN": 84660, + "TP": 88390, + "n_pred": 89779, + "n_ref": 89183 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 61, + "FP": 0, + "IoU": 0.0, + "TN": 350403, + "TP": 0, + "n_pred": 0, + "n_ref": 61 + }, + "6": { + "Dice": 0.3485013798857583, + "FN": 616, + "FP": 9535, + "IoU": 0.21102129644023007, + "TN": 337598, + "TP": 2715, + "n_pred": 12250, + "n_ref": 3331 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.879324181626188, + "FN": 818, + "FP": 2039, + "IoU": 0.7846374189657772, + "TN": 337198, + "TP": 10409, + "n_pred": 12448, + "n_ref": 11227 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.03477344573234984, + "FN": 414, + "FP": 1418, + "IoU": 0.01769436997319035, + "TN": 173367, + "TP": 33, + "n_pred": 1451, + "n_ref": 447 + }, + "11": { + "Dice": 0.751185855972402, + "FN": 276, + "FP": 301, + "IoU": 0.6015193370165746, + "TN": 173784, + "TP": 871, + "n_pred": 1172, + "n_ref": 1147 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 79, + "IoU": 0.0, + "TN": 175153, + "TP": 0, + "n_pred": 79, + "n_ref": 0 + }, + "13": { + "Dice": 0.2572867388982146, + "FN": 4594, + "FP": 273, + "IoU": 0.14763572679509632, + "TN": 169522, + "TP": 843, + "n_pred": 1116, + "n_ref": 5437 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8221991161944372, + "FN": 873, + "FP": 495, + "IoU": 0.6980798940631208, + "TN": 170701, + "TP": 3163, + "n_pred": 3658, + "n_ref": 4036 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 417, + "IoU": 0.0, + "TN": 174815, + "TP": 0, + "n_pred": 417, + "n_ref": 0 + }, + "4": { + "Dice": 0.7936946902654868, + "FN": 593, + "FP": 153, + "IoU": 0.6579550664832645, + "TN": 173051, + "TP": 1435, + "n_pred": 1588, + "n_ref": 2028 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9456204031484401, + "FN": 1443, + "FP": 8250, + "IoU": 0.8968500585293179, + "TN": 81262, + "TP": 84277, + "n_pred": 92527, + "n_ref": 85720 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8148038049940547, + "FN": 12168, + "FP": 292, + "IoU": 0.6874843240531728, + "TN": 135362, + "TP": 27410, + "n_pred": 27702, + "n_ref": 39578 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 554, + "IoU": 0.0, + "TN": 349910, + "TP": 0, + "n_pred": 554, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9303270205940184, + "FN": 3302, + "FP": 2084, + "IoU": 0.8697303180553876, + "TN": 309119, + "TP": 35959, + "n_pred": 38043, + "n_ref": 39261 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9875796626879335, + "FN": 1558, + "FP": 1264, + "IoU": 0.9754640699039255, + "TN": 235449, + "TP": 112193, + "n_pred": 113457, + "n_ref": 113751 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 179, + "IoU": 0.0, + "TN": 350285, + "TP": 0, + "n_pred": 179, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9832405211691668, + "FN": 1199, + "FP": 59, + "IoU": 0.9670335429769392, + "TN": 487536, + "TP": 36902, + "n_pred": 36961, + "n_ref": 38101 + }, + "10": { + "Dice": 0.9477509442600435, + "FN": 1306, + "FP": 520, + "IoU": 0.9006907053896774, + "TN": 507309, + "TP": 16561, + "n_pred": 17081, + "n_ref": 17867 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.14011090573012938, + "FN": 1008, + "FP": 3644, + "IoU": 0.07533293579805207, + "TN": 520665, + "TP": 379, + "n_pred": 4023, + "n_ref": 1387 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9353356226402201, + "FN": 2624, + "FP": 1161, + "IoU": 0.8785262684938541, + "TN": 494537, + "TP": 27374, + "n_pred": 28535, + "n_ref": 29998 + }, + "5": { + "Dice": 0.0, + "FN": 450, + "FP": 0, + "IoU": 0.0, + "TN": 525246, + "TP": 0, + "n_pred": 0, + "n_ref": 450 + }, + "6": { + "Dice": 0.975497592872027, + "FN": 1313, + "FP": 1415, + "IoU": 0.9521672043764904, + "TN": 468664, + "TP": 54304, + "n_pred": 55719, + "n_ref": 55617 + }, + "7": { + "Dice": 0.9551412268557454, + "FN": 9469, + "FP": 932, + "IoU": 0.9141342843698145, + "TN": 404565, + "TP": 110730, + "n_pred": 111662, + "n_ref": 120199 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 350452, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 350462, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9426125999719377, + "FN": 208, + "FP": 201, + "IoU": 0.8914543524416136, + "TN": 346696, + "TP": 3359, + "n_pred": 3560, + "n_ref": 3567 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9632166132773666, + "FN": 143, + "FP": 190, + "IoU": 0.929043255913062, + "TN": 345771, + "TP": 4360, + "n_pred": 4550, + "n_ref": 4503 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1336, + "IoU": 0.0, + "TN": 173896, + "TP": 0, + "n_pred": 1336, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9435343757756267, + "FN": 465, + "FP": 445, + "IoU": 0.893104663455891, + "TN": 166719, + "TP": 7603, + "n_pred": 8048, + "n_ref": 8068 + }, + "7": { + "Dice": 0.8508533267375711, + "FN": 104, + "FP": 499, + "IoU": 0.7404218682737839, + "TN": 172909, + "TP": 1720, + "n_pred": 2219, + "n_ref": 1824 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9736366127706221, + "FN": 843, + "FP": 1562, + "IoU": 0.9486275766314215, + "TN": 128417, + "TP": 44410, + "n_pred": 45972, + "n_ref": 45253 + }, + "10": { + "Dice": 0.0, + "FN": 376, + "FP": 0, + "IoU": 0.0, + "TN": 174856, + "TP": 0, + "n_pred": 0, + "n_ref": 376 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8413793103448276, + "FN": 90, + "FP": 2, + "IoU": 0.7261904761904762, + "TN": 174896, + "TP": 244, + "n_pred": 246, + "n_ref": 334 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 480, + "IoU": 0.0, + "TN": 349984, + "TP": 0, + "n_pred": 480, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 147, + "IoU": 0.0, + "TN": 350317, + "TP": 0, + "n_pred": 147, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6256302521008403, + "FN": 2200, + "FP": 1364, + "IoU": 0.4552124732497707, + "TN": 343922, + "TP": 2978, + "n_pred": 4342, + "n_ref": 5178 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 160, + "IoU": 0.0, + "TN": 350304, + "TP": 0, + "n_pred": 160, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2309, + "IoU": 0.0, + "TN": 348155, + "TP": 0, + "n_pred": 2309, + "n_ref": 0 + }, + "8": { + "Dice": 0.9695887675129361, + "FN": 1251, + "FP": 759, + "IoU": 0.9409726300951486, + "TN": 316412, + "TP": 32042, + "n_pred": 32801, + "n_ref": 33293 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 407, + "IoU": 0.0, + "TN": 174825, + "TP": 0, + "n_pred": 407, + "n_ref": 0 + }, + "10": { + "Dice": 0.8617698091382302, + "FN": 1116, + "FP": 318, + "IoU": 0.7571138211382114, + "TN": 169328, + "TP": 4470, + "n_pred": 4788, + "n_ref": 5586 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9024563690776023, + "FN": 12022, + "FP": 1146, + "IoU": 0.8222510191409519, + "TN": 101150, + "TP": 60914, + "n_pred": 62060, + "n_ref": 72936 + }, + "7": { + "Dice": 0.8517912391145939, + "FN": 11637, + "FP": 770, + "IoU": 0.7418435289221806, + "TN": 127172, + "TP": 35653, + "n_pred": 36423, + "n_ref": 47290 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0351.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0351.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 175215, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.798537975467724, + "FN": 2242, + "FP": 1010, + "IoU": 0.6646385480045375, + "TN": 165535, + "TP": 6445, + "n_pred": 7455, + "n_ref": 8687 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9498714103845727, + "FN": 3007, + "FP": 2860, + "IoU": 0.9045286641823833, + "TN": 113779, + "TP": 55586, + "n_pred": 58446, + "n_ref": 58593 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 96, + "IoU": 0.0, + "TN": 175136, + "TP": 0, + "n_pred": 96, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 35, + "IoU": 0.0, + "TN": 175197, + "TP": 0, + "n_pred": 35, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9460352069772662, + "FN": 879, + "FP": 804, + "IoU": 0.8975965926376636, + "TN": 158797, + "TP": 14752, + "n_pred": 15556, + "n_ref": 15631 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 4, + "FP": 0, + "IoU": 0.0, + "TN": 175228, + "TP": 0, + "n_pred": 0, + "n_ref": 4 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.971564184618028, + "FN": 2326, + "FP": 5618, + "IoU": 0.9447008457763392, + "TN": 31577, + "TP": 135711, + "n_pred": 141329, + "n_ref": 138037 + }, + "7": { + "Dice": 0.6530612244897959, + "FN": 782, + "FP": 0, + "IoU": 0.48484848484848486, + "TN": 173714, + "TP": 736, + "n_pred": 736, + "n_ref": 1518 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7839519603150429, + "FN": 3973, + "FP": 992, + "IoU": 0.6446718671724039, + "TN": 161259, + "TP": 9008, + "n_pred": 10000, + "n_ref": 12981 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0398.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.4901680858218795, + "FN": 1924.8100000000002, + "FP": 1574.9566666666665, + "IoU": 0.41617884459938703, + "TN": 315222.32333333336, + "TP": 5457.1100000000015, + "n_pred": 7032.066666666667, + "n_ref": 7381.92 + }, + "mean": { + "1": { + "Dice": 0.3453785611843857, + "FN": 490.65, + "FP": 2797.15, + "IoU": 0.3075298005640989, + "TN": 316531.8, + "TP": 4359.6, + "n_pred": 7156.75, + "n_ref": 4850.25 + }, + "10": { + "Dice": 0.5299272913234574, + "FN": 823.45, + "FP": 336.35, + "IoU": 0.45567621619804694, + "TN": 321050.3, + "TP": 1969.1, + "n_pred": 2305.45, + "n_ref": 2792.55 + }, + "11": { + "Dice": 0.6548466604818889, + "FN": 84.15, + "FP": 65.95, + "IoU": 0.5022211450750972, + "TN": 323833.35, + "TP": 195.75, + "n_pred": 261.7, + "n_ref": 279.9 + }, + "12": { + "Dice": 0.3002359502359503, + "FN": 167.25, + "FP": 20.3, + "IoU": 0.24063241106719366, + "TN": 323862.8, + "TP": 128.85, + "n_pred": 149.15, + "n_ref": 296.1 + }, + "13": { + "Dice": 0.4450707577499905, + "FN": 2685.1, + "FP": 453.25, + "IoU": 0.36053818321972836, + "TN": 318867.95, + "TP": 2172.9, + "n_pred": 2626.15, + "n_ref": 4858.0 + }, + "14": { + "Dice": 0.2750145070099891, + "FN": 4932.65, + "FP": 872.85, + "IoU": 0.2110456481674609, + "TN": 316465.25, + "TP": 1908.45, + "n_pred": 2781.3, + "n_ref": 6841.1 + }, + "15": { + "Dice": 0.27543644110996934, + "FN": 8264.65, + "FP": 693.5, + "IoU": 0.1849655063873783, + "TN": 311404.45, + "TP": 3816.6, + "n_pred": 4510.1, + "n_ref": 12081.25 + }, + "2": { + "Dice": 0.5539844058460597, + "FN": 3006.25, + "FP": 275.65, + "IoU": 0.4971319366806923, + "TN": 312287.95, + "TP": 8609.35, + "n_pred": 8885.0, + "n_ref": 11615.6 + }, + "3": { + "Dice": 0.4774098928986494, + "FN": 207.4, + "FP": 2363.45, + "IoU": 0.45746567283550743, + "TN": 316659.65, + "TP": 4948.7, + "n_pred": 7312.15, + "n_ref": 5156.1 + }, + "4": { + "Dice": 0.0, + "FN": 1.8, + "FP": 732.1, + "IoU": 0.0, + "TN": 323445.3, + "TP": 0.0, + "n_pred": 732.1, + "n_ref": 1.8 + }, + "5": { + "Dice": 0.6214314283745104, + "FN": 554.15, + "FP": 1211.15, + "IoU": 0.5053953748320626, + "TN": 319745.15, + "TP": 2668.75, + "n_pred": 3879.9, + "n_ref": 3222.9 + }, + "6": { + "Dice": 0.6723183903517003, + "FN": 2371.85, + "FP": 8661.95, + "IoU": 0.6048198991834314, + "TN": 286533.85, + "TP": 26611.55, + "n_pred": 35273.5, + "n_ref": 28983.4 + }, + "7": { + "Dice": 0.6395318697958967, + "FN": 3886.75, + "FP": 3837.4, + "IoU": 0.5305921229770182, + "TN": 304305.45, + "TP": 12149.6, + "n_pred": 15987.0, + "n_ref": 16036.35 + }, + "8": { + "Dice": 0.7680563658746061, + "FN": 776.2, + "FP": 337.3, + "IoU": 0.7120685350854896, + "TN": 314754.8, + "TP": 8310.9, + "n_pred": 8648.2, + "n_ref": 9087.1 + }, + "9": { + "Dice": 0.7938787650911392, + "FN": 619.85, + "FP": 966.0, + "IoU": 0.6726002167176003, + "TN": 318586.8, + "TP": 4006.55, + "n_pred": 4972.55, + "n_ref": 4626.4 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 293, + "IoU": 0.0, + "TN": 350171, + "TP": 0, + "n_pred": 293, + "n_ref": 0 + }, + "10": { + "Dice": 0.8386379544612345, + "FN": 3032, + "FP": 887, + "IoU": 0.7221158618733603, + "TN": 336361, + "TP": 10184, + "n_pred": 11071, + "n_ref": 13216 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 82, + "IoU": 0.0, + "TN": 350382, + "TP": 0, + "n_pred": 82, + "n_ref": 0 + }, + "13": { + "Dice": 0.542813751208063, + "FN": 9820, + "FP": 6737, + "IoU": 0.37250814826044115, + "TN": 324078, + "TP": 9829, + "n_pred": 16566, + "n_ref": 19649 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9084020776046441, + "FN": 6005, + "FP": 1490, + "IoU": 0.8321764442454097, + "TN": 305804, + "TP": 37165, + "n_pred": 38655, + "n_ref": 43170 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1749, + "IoU": 0.0, + "TN": 348715, + "TP": 0, + "n_pred": 1749, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7671286610878661, + "FN": 842, + "FP": 6282, + "IoU": 0.6222292926079117, + "TN": 331606, + "TP": 11734, + "n_pred": 18016, + "n_ref": 12576 + }, + "6": { + "Dice": 0.8599289759093963, + "FN": 2440, + "FP": 4857, + "IoU": 0.7542766702586207, + "TN": 320768, + "TP": 22399, + "n_pred": 27256, + "n_ref": 24839 + }, + "7": { + "Dice": 0.08392471459426103, + "FN": 4252, + "FP": 1686, + "IoU": 0.043800322061191624, + "TN": 344254, + "TP": 272, + "n_pred": 1958, + "n_ref": 4524 + }, + "8": { + "Dice": 0.8866215146450875, + "FN": 531, + "FP": 758, + "IoU": 0.7963343340180123, + "TN": 344135, + "TP": 5040, + "n_pred": 5798, + "n_ref": 5571 + }, + "9": { + "Dice": 0.7811254583134066, + "FN": 4951, + "FP": 4660, + "IoU": 0.6408579649489929, + "TN": 323703, + "TP": 17150, + "n_pred": 21810, + "n_ref": 22101 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 13725, + "IoU": 0.0, + "TN": 336739, + "TP": 0, + "n_pred": 13725, + "n_ref": 0 + }, + "10": { + "Dice": 0.44415480248646483, + "FN": 9559, + "FP": 1529, + "IoU": 0.28547493233664134, + "TN": 334946, + "TP": 4430, + "n_pred": 5959, + "n_ref": 13989 + }, + "11": { + "Dice": 0.605416887944769, + "FN": 648, + "FP": 95, + "IoU": 0.43412033511043413, + "TN": 349151, + "TP": 570, + "n_pred": 665, + "n_ref": 1218 + }, + "12": { + "Dice": 0.0, + "FN": 2003, + "FP": 1, + "IoU": 0.0, + "TN": 348460, + "TP": 0, + "n_pred": 1, + "n_ref": 2003 + }, + "13": { + "Dice": 0.558432961566236, + "FN": 43012, + "FP": 1014, + "IoU": 0.3873791136158074, + "TN": 278599, + "TP": 27839, + "n_pred": 28853, + "n_ref": 70851 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.21052631578947367, + "FN": 58, + "FP": 2, + "IoU": 0.11764705882352941, + "TN": 350396, + "TP": 8, + "n_pred": 10, + "n_ref": 66 + }, + "3": { + "Dice": 0.9073270645191323, + "FN": 1704, + "FP": 3273, + "IoU": 0.8303738795542074, + "TN": 321123, + "TP": 24364, + "n_pred": 27637, + "n_ref": 26068 + }, + "4": { + "Dice": 0.0, + "FN": 36, + "FP": 2332, + "IoU": 0.0, + "TN": 348096, + "TP": 0, + "n_pred": 2332, + "n_ref": 36 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.23328558708528513, + "FN": 155, + "FP": 19650, + "IoU": 0.13204487685160837, + "TN": 327646, + "TP": 3013, + "n_pred": 22663, + "n_ref": 3168 + }, + "7": { + "Dice": 0.6133215768397076, + "FN": 16194, + "FP": 4856, + "IoU": 0.4422954641797372, + "TN": 312720, + "TP": 16694, + "n_pred": 21550, + "n_ref": 32888 + }, + "8": { + "Dice": 0.5191059841384282, + "FN": 580, + "FP": 87, + "IoU": 0.3505355404089581, + "TN": 349437, + "TP": 360, + "n_pred": 447, + "n_ref": 940 + }, + "9": { + "Dice": 0.7351287128712871, + "FN": 3826, + "FP": 2862, + "IoU": 0.5811885528210908, + "TN": 334495, + "TP": 9281, + "n_pred": 12143, + "n_ref": 13107 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0057.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0057.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 448, + "FP": 87, + "IoU": 0.0, + "TN": 174697, + "TP": 0, + "n_pred": 87, + "n_ref": 448 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 221, + "IoU": 0.0, + "TN": 175011, + "TP": 0, + "n_pred": 221, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 282, + "IoU": 0.0, + "TN": 174950, + "TP": 0, + "n_pred": 282, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9621945465204398, + "FN": 5030, + "FP": 258, + "IoU": 0.9271434672986043, + "TN": 102651, + "TP": 67293, + "n_pred": 67551, + "n_ref": 72323 + }, + "10": { + "Dice": 0.8622544177368017, + "FN": 492, + "FP": 763, + "IoU": 0.7578622419448195, + "TN": 170049, + "TP": 3928, + "n_pred": 4691, + "n_ref": 4420 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 470, + "IoU": 0.0, + "TN": 174762, + "TP": 0, + "n_pred": 470, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9582017462381571, + "FN": 1187, + "FP": 1063, + "IoU": 0.9197574893009985, + "TN": 147192, + "TP": 25790, + "n_pred": 26853, + "n_ref": 26977 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9112033195020747, + "FN": 107, + "FP": 0, + "IoU": 0.836890243902439, + "TN": 174576, + "TP": 549, + "n_pred": 549, + "n_ref": 656 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9993346255098794, + "FN": 222, + "FP": 8, + "IoU": 0.9986701358774213, + "TN": 2282, + "TP": 172720, + "n_pred": 172728, + "n_ref": 172942 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6400602409638554, + "FN": 606, + "FP": 4652, + "IoU": 0.4706533776301218, + "TN": 515763, + "TP": 4675, + "n_pred": 9327, + "n_ref": 5281 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9680408472012103, + "FN": 2265, + "FP": 1115, + "IoU": 0.9380612057907275, + "TN": 471126, + "TP": 51190, + "n_pred": 52305, + "n_ref": 53455 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6526449968132568, + "FN": 519, + "FP": 26, + "IoU": 0.48438978240302744, + "TN": 174175, + "TP": 512, + "n_pred": 538, + "n_ref": 1031 + }, + "10": { + "Dice": 0.0, + "FN": 144, + "FP": 0, + "IoU": 0.0, + "TN": 175088, + "TP": 0, + "n_pred": 0, + "n_ref": 144 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.21185122330646303, + "FN": 4476, + "FP": 1097, + "IoU": 0.11847516608668143, + "TN": 168910, + "TP": 749, + "n_pred": 1846, + "n_ref": 5225 + }, + "6": { + "Dice": 0.8476480636810313, + "FN": 4582, + "FP": 4069, + "IoU": 0.7355808906684598, + "TN": 142515, + "TP": 24066, + "n_pred": 28135, + "n_ref": 28648 + }, + "7": { + "Dice": 0.5598644578313253, + "FN": 1525, + "FP": 813, + "IoU": 0.3887581699346405, + "TN": 171407, + "TP": 1487, + "n_pred": 2300, + "n_ref": 3012 + }, + "8": { + "Dice": 0.9383738995339203, + "FN": 585, + "FP": 2390, + "IoU": 0.8839024390243903, + "TN": 149607, + "TP": 22650, + "n_pred": 25040, + "n_ref": 23235 + }, + "9": { + "Dice": 0.897021412975983, + "FN": 442, + "FP": 4699, + "IoU": 0.8132718291442684, + "TN": 147700, + "TP": 22391, + "n_pred": 27090, + "n_ref": 22833 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0138.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0138.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8962335374549115, + "FN": 764, + "FP": 473, + "IoU": 0.8119775041799666, + "TN": 343885, + "TP": 5342, + "n_pred": 5815, + "n_ref": 6106 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7066414506619201, + "FN": 485, + "FP": 2152, + "IoU": 0.5463616033029417, + "TN": 344651, + "TP": 3176, + "n_pred": 5328, + "n_ref": 3661 + }, + "6": { + "Dice": 0.885467149254647, + "FN": 3324, + "FP": 2277, + "IoU": 0.7944738000880669, + "TN": 323212, + "TP": 21651, + "n_pred": 23928, + "n_ref": 24975 + }, + "7": { + "Dice": 0.9378044023962157, + "FN": 1853, + "FP": 4366, + "IoU": 0.882892383014782, + "TN": 297359, + "TP": 46886, + "n_pred": 51252, + "n_ref": 48739 + }, + "8": { + "Dice": 0.8406186953597848, + "FN": 1664, + "FP": 232, + "IoU": 0.7250580046403712, + "TN": 343568, + "TP": 5000, + "n_pred": 5232, + "n_ref": 6664 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0142.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0142.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.28802963648992824, + "FN": 3075, + "FP": 0, + "IoU": 0.16824452258588043, + "TN": 171535, + "TP": 622, + "n_pred": 622, + "n_ref": 3697 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 8, + "FP": 1, + "IoU": 0.0, + "TN": 175223, + "TP": 0, + "n_pred": 1, + "n_ref": 8 + }, + "6": { + "Dice": 0.8166754339821147, + "FN": 16760, + "FP": 2756, + "IoU": 0.6901533674149811, + "TN": 112246, + "TP": 43470, + "n_pred": 46226, + "n_ref": 60230 + }, + "7": { + "Dice": 0.6841475402829422, + "FN": 7781, + "FP": 36559, + "IoU": 0.5199272420177348, + "TN": 82871, + "TP": 48021, + "n_pred": 84580, + "n_ref": 55802 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.67, + "FN": 40, + "FP": 26, + "IoU": 0.5037593984962406, + "TN": 525563, + "TP": 67, + "n_pred": 93, + "n_ref": 107 + }, + "14": { + "Dice": 0.7480254777070063, + "FN": 2668, + "FP": 299, + "IoU": 0.5974765974765974, + "TN": 518325, + "TP": 4404, + "n_pred": 4703, + "n_ref": 7072 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 11505, + "IoU": 0.0, + "TN": 514191, + "TP": 0, + "n_pred": 11505, + "n_ref": 0 + }, + "2": { + "Dice": 0.7197013851858282, + "FN": 44871, + "FP": 335, + "IoU": 0.5621355649832432, + "TN": 422454, + "TP": 58036, + "n_pred": 58371, + "n_ref": 102907 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 38679, + "IoU": 0.0, + "TN": 487017, + "TP": 0, + "n_pred": 38679, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8895698807048266, + "FN": 1339, + "FP": 679, + "IoU": 0.801103883303765, + "TN": 515550, + "TP": 8128, + "n_pred": 8807, + "n_ref": 9467 + }, + "6": { + "Dice": 0.9038861203602315, + "FN": 4286, + "FP": 15, + "IoU": 0.8246279306829766, + "TN": 501171, + "TP": 20224, + "n_pred": 20239, + "n_ref": 24510 + }, + "7": { + "Dice": 0.4398843930635838, + "FN": 1928, + "FP": 10, + "IoU": 0.28195628010374213, + "TN": 522997, + "TP": 761, + "n_pred": 771, + "n_ref": 2689 + }, + "8": { + "Dice": 0.9835469345341185, + "FN": 410, + "FP": 350, + "IoU": 0.9676265121826546, + "TN": 502220, + "TP": 22716, + "n_pred": 23066, + "n_ref": 23126 + }, + "9": { + "Dice": 0.8168355416991426, + "FN": 181, + "FP": 1699, + "IoU": 0.6903820816864296, + "TN": 519624, + "TP": 4192, + "n_pred": 5891, + "n_ref": 4373 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 64, + "IoU": 0.0, + "TN": 175168, + "TP": 0, + "n_pred": 64, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 846, + "IoU": 0.0, + "TN": 174386, + "TP": 0, + "n_pred": 846, + "n_ref": 0 + }, + "11": { + "Dice": 0.5229067930489731, + "FN": 436, + "FP": 772, + "IoU": 0.35401069518716577, + "TN": 173362, + "TP": 662, + "n_pred": 1434, + "n_ref": 1098 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8435930665802689, + "FN": 7347, + "FP": 377, + "IoU": 0.7294949919450865, + "TN": 146678, + "TP": 20830, + "n_pred": 21207, + "n_ref": 28177 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1106, + "IoU": 0.0, + "TN": 174126, + "TP": 0, + "n_pred": 1106, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9538204647229119, + "FN": 2796, + "FP": 1463, + "IoU": 0.9117177621623862, + "TN": 126989, + "TP": 43984, + "n_pred": 45447, + "n_ref": 46780 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 481, + "IoU": 0.0, + "TN": 174751, + "TP": 0, + "n_pred": 481, + "n_ref": 0 + }, + "9": { + "Dice": 0.9506110493889506, + "FN": 1121, + "FP": 346, + "IoU": 0.9058710298363811, + "TN": 159647, + "TP": 14118, + "n_pred": 14464, + "n_ref": 15239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0160.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0160.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7222222222222222, + "FN": 101, + "FP": 19, + "IoU": 0.5652173913043478, + "TN": 350188, + "TP": 156, + "n_pred": 175, + "n_ref": 257 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 103, + "IoU": 0.0, + "TN": 350361, + "TP": 0, + "n_pred": 103, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1180, + "IoU": 0.0, + "TN": 349284, + "TP": 0, + "n_pred": 1180, + "n_ref": 0 + }, + "5": { + "Dice": 0.6802749427202666, + "FN": 1075, + "FP": 5065, + "IoU": 0.5154671717171717, + "TN": 337792, + "TP": 6532, + "n_pred": 11597, + "n_ref": 7607 + }, + "6": { + "Dice": 0.6838152628502047, + "FN": 2115, + "FP": 4916, + "IoU": 0.519543528768621, + "TN": 335830, + "TP": 7603, + "n_pred": 12519, + "n_ref": 9718 + }, + "7": { + "Dice": 0.5794968106525895, + "FN": 10695, + "FP": 14158, + "IoU": 0.40795178426794987, + "TN": 308486, + "TP": 17125, + "n_pred": 31283, + "n_ref": 27820 + }, + "8": { + "Dice": 0.9649551752241239, + "FN": 982, + "FP": 437, + "IoU": 0.9322834645669291, + "TN": 329509, + "TP": 19536, + "n_pred": 19973, + "n_ref": 20518 + }, + "9": { + "Dice": 0.5331998665331998, + "FN": 1158, + "FP": 241, + "IoU": 0.3635122838944495, + "TN": 348266, + "TP": 799, + "n_pred": 1040, + "n_ref": 1957 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 66904, + "FP": 0, + "IoU": 0.0, + "TN": 108328, + "TP": 0, + "n_pred": 0, + "n_ref": 66904 + }, + "15": { + "Dice": 0.0013836477987421384, + "FN": 15732, + "FP": 146, + "IoU": 0.0006923028510290138, + "TN": 159343, + "TP": 11, + "n_pred": 157, + "n_ref": 15743 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 175208, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9398704902867715, + "FN": 452, + "FP": 198, + "IoU": 0.8865619546247818, + "TN": 344734, + "TP": 5080, + "n_pred": 5278, + "n_ref": 5532 + }, + "10": { + "Dice": 0.8342131436003366, + "FN": 834, + "FP": 1333, + "IoU": 0.7155794723717023, + "TN": 342845, + "TP": 5452, + "n_pred": 6785, + "n_ref": 6286 + }, + "11": { + "Dice": 0.8362163004519245, + "FN": 599, + "FP": 452, + "IoU": 0.7185324049276914, + "TN": 346730, + "TP": 2683, + "n_pred": 3135, + "n_ref": 3282 + }, + "12": { + "Dice": 0.0, + "FN": 160, + "FP": 11, + "IoU": 0.0, + "TN": 350293, + "TP": 0, + "n_pred": 11, + "n_ref": 160 + }, + "13": { + "Dice": 0.8695808598668825, + "FN": 691, + "FP": 34, + "IoU": 0.7692552514322087, + "TN": 347322, + "TP": 2417, + "n_pred": 2451, + "n_ref": 3108 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.971968438538206, + "FN": 46, + "FP": 224, + "IoU": 0.9454655625126237, + "TN": 345513, + "TP": 4681, + "n_pred": 4905, + "n_ref": 4727 + }, + "3": { + "Dice": 0.9777197184120764, + "FN": 221, + "FP": 86, + "IoU": 0.9564106204742298, + "TN": 343421, + "TP": 6736, + "n_pred": 6822, + "n_ref": 6957 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.848389938338064, + "FN": 815, + "FP": 734, + "IoU": 0.7366989631140575, + "TN": 344581, + "TP": 4334, + "n_pred": 5068, + "n_ref": 5149 + }, + "6": { + "Dice": 0.9219176791937459, + "FN": 5084, + "FP": 719, + "IoU": 0.8551459024986895, + "TN": 310403, + "TP": 34258, + "n_pred": 34977, + "n_ref": 39342 + }, + "7": { + "Dice": 0.8924660580772245, + "FN": 4749, + "FP": 328, + "IoU": 0.8058137311149359, + "TN": 324319, + "TP": 21068, + "n_pred": 21396, + "n_ref": 25817 + }, + "8": { + "Dice": 0.97672, + "FN": 503, + "FP": 661, + "IoU": 0.9544992572902822, + "TN": 324882, + "TP": 24418, + "n_pred": 25079, + "n_ref": 24921 + }, + "9": { + "Dice": 0.8146874440265091, + "FN": 387, + "FP": 4786, + "IoU": 0.687318665377176, + "TN": 333920, + "TP": 11371, + "n_pred": 16157, + "n_ref": 11758 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 297, + "IoU": 0.0, + "TN": 525399, + "TP": 0, + "n_pred": 297, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.9197384893587425, + "FN": 139, + "FP": 438, + "IoU": 0.851403553953129, + "TN": 521813, + "TP": 3306, + "n_pred": 3744, + "n_ref": 3445 + }, + "14": { + "Dice": 0.3413163235720499, + "FN": 12064, + "FP": 10654, + "IoU": 0.20577541602573066, + "TN": 497092, + "TP": 5886, + "n_pred": 16540, + "n_ref": 17950 + }, + "15": { + "Dice": 0.4074807372853824, + "FN": 96634, + "FP": 29, + "IoU": 0.2558717792780656, + "TN": 395795, + "TP": 33238, + "n_pred": 33267, + "n_ref": 129872 + }, + "2": { + "Dice": 0.9574693106704438, + "FN": 1705, + "FP": 2799, + "IoU": 0.9184087533060397, + "TN": 470494, + "TP": 50698, + "n_pred": 53497, + "n_ref": 52403 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9428344750513986, + "FN": 2210, + "FP": 4491, + "IoU": 0.8918513258339924, + "TN": 463735, + "TP": 55260, + "n_pred": 59751, + "n_ref": 57470 + }, + "7": { + "Dice": 0.8283343527483814, + "FN": 14101, + "FP": 774, + "IoU": 0.70697161318283, + "TN": 474933, + "TP": 35888, + "n_pred": 36662, + "n_ref": 49989 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0230.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0230.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 17405, + "IoU": 0.0, + "TN": 508291, + "TP": 0, + "n_pred": 17405, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7873281292212316, + "FN": 14351, + "FP": 606, + "IoU": 0.6492507562788734, + "TN": 483053, + "TP": 27686, + "n_pred": 28292, + "n_ref": 42037 + }, + "15": { + "Dice": 0.3248690044336961, + "FN": 7874, + "FP": 2176, + "IoU": 0.19393647738209818, + "TN": 513228, + "TP": 2418, + "n_pred": 4594, + "n_ref": 10292 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 525659, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 112975, + "IoU": 0.0, + "TN": 412721, + "TP": 0, + "n_pred": 112975, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 47, + "FP": 2158, + "IoU": 0.0, + "TN": 523491, + "TP": 0, + "n_pred": 2158, + "n_ref": 47 + }, + "8": { + "Dice": 0.19682745224991907, + "FN": 7443, + "FP": 0, + "IoU": 0.10915619389587074, + "TN": 517341, + "TP": 912, + "n_pred": 912, + "n_ref": 8355 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 154, + "IoU": 0.0, + "TN": 525542, + "TP": 0, + "n_pred": 154, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 243, + "IoU": 0.0, + "TN": 525453, + "TP": 0, + "n_pred": 243, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 445, + "IoU": 0.0, + "TN": 525251, + "TP": 0, + "n_pred": 445, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.928183464091732, + "FN": 93, + "FP": 26, + "IoU": 0.865990990990991, + "TN": 524808, + "TP": 769, + "n_pred": 795, + "n_ref": 862 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 11130, + "IoU": 0.0, + "TN": 514566, + "TP": 0, + "n_pred": 11130, + "n_ref": 0 + }, + "5": { + "Dice": 0.8489665175873323, + "FN": 1437, + "FP": 3561, + "IoU": 0.7375689157259123, + "TN": 506651, + "TP": 14047, + "n_pred": 17608, + "n_ref": 15484 + }, + "6": { + "Dice": 0.9611797021830273, + "FN": 3123, + "FP": 3590, + "IoU": 0.9252608022801412, + "TN": 435877, + "TP": 83106, + "n_pred": 86696, + "n_ref": 86229 + }, + "7": { + "Dice": 0.5890932890769267, + "FN": 8668, + "FP": 8911, + "IoU": 0.4175281643472498, + "TN": 495516, + "TP": 12601, + "n_pred": 21512, + "n_ref": 21269 + }, + "8": { + "Dice": 0.9611743246764527, + "FN": 265, + "FP": 182, + "IoU": 0.9252508361204014, + "TN": 519716, + "TP": 5533, + "n_pred": 5715, + "n_ref": 5798 + }, + "9": { + "Dice": 0.8224206349206349, + "FN": 331, + "FP": 27, + "IoU": 0.6983993260320135, + "TN": 524509, + "TP": 829, + "n_pred": 856, + "n_ref": 1160 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9564245029178461, + "FN": 737, + "FP": 510, + "IoU": 0.916488079292794, + "TN": 510764, + "TP": 13685, + "n_pred": 14195, + "n_ref": 14422 + }, + "10": { + "Dice": 0.8938517661713675, + "FN": 1644, + "FP": 742, + "IoU": 0.8080759330759331, + "TN": 513264, + "TP": 10046, + "n_pred": 10788, + "n_ref": 11690 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.778957528957529, + "FN": 1081, + "FP": 293, + "IoU": 0.6379446640316205, + "TN": 521901, + "TP": 2421, + "n_pred": 2714, + "n_ref": 3502 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.04843161856963613, + "FN": 2218, + "FP": 5366, + "IoU": 0.024816767391024817, + "TN": 517919, + "TP": 193, + "n_pred": 5559, + "n_ref": 2411 + }, + "15": { + "Dice": 0.6434488160320261, + "FN": 45053, + "FP": 14, + "IoU": 0.4743269724256987, + "TN": 439964, + "TP": 40665, + "n_pred": 40679, + "n_ref": 85718 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 525694, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "3": { + "Dice": 0.9760306140198295, + "FN": 1036, + "FP": 1031, + "IoU": 0.9531833933546239, + "TN": 481545, + "TP": 42084, + "n_pred": 43115, + "n_ref": 43120 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9253440722219763, + "FN": 1561, + "FP": 126, + "IoU": 0.8610607807609949, + "TN": 513554, + "TP": 10455, + "n_pred": 10581, + "n_ref": 12016 + }, + "8": { + "Dice": 0.9806915629322268, + "FN": 296, + "FP": 53, + "IoU": 0.9621146330872775, + "TN": 516484, + "TP": 8863, + "n_pred": 8916, + "n_ref": 9159 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 23167, + "IoU": 0.0, + "TN": 152065, + "TP": 0, + "n_pred": 23167, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.07498231549162933, + "FN": 340, + "FP": 11429, + "IoU": 0.03895149436550711, + "TN": 162986, + "TP": 477, + "n_pred": 11906, + "n_ref": 817 + }, + "7": { + "Dice": 0.908561189855347, + "FN": 4274, + "FP": 2003, + "IoU": 0.8324435427900272, + "TN": 137770, + "TP": 31185, + "n_pred": 33188, + "n_ref": 35459 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0387.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.42363986158456746, + "FN": 4551.36, + "FP": 3970.1033333333326, + "IoU": 0.350697250093648, + "TN": 437467.6566666666, + "TP": 9614.079999999998, + "n_pred": 13584.18333333333, + "n_ref": 14165.44 + }, + "mean": { + "1": { + "Dice": 0.6517047944271585, + "FN": 5224.5, + "FP": 1753.5, + "IoU": 0.5409056079059912, + "TN": 428103.55, + "TP": 20521.65, + "n_pred": 22275.15, + "n_ref": 25746.15 + }, + "10": { + "Dice": 0.5605190269400298, + "FN": 4321.85, + "FP": 913.2, + "IoU": 0.41536167093486037, + "TN": 446954.7, + "TP": 3413.45, + "n_pred": 4326.65, + "n_ref": 7735.3 + }, + "11": { + "Dice": 0.12592015579357352, + "FN": 392.3, + "FP": 317.9, + "IoU": 0.09188574676708824, + "TN": 454731.35, + "TP": 161.65, + "n_pred": 479.55, + "n_ref": 553.95 + }, + "12": { + "Dice": 0.05143041002435176, + "FN": 705.1, + "FP": 142.9, + "IoU": 0.02691277125745563, + "TN": 454728.35, + "TP": 26.85, + "n_pred": 169.75, + "n_ref": 731.95 + }, + "13": { + "Dice": 0.1772262544199465, + "FN": 5220.7, + "FP": 1330.35, + "IoU": 0.12467110248795849, + "TN": 447178.95, + "TP": 1873.2, + "n_pred": 3203.55, + "n_ref": 7093.9 + }, + "14": { + "Dice": 0.3725779823426694, + "FN": 494.9, + "FP": 6852.5, + "IoU": 0.3232906021214594, + "TN": 444504.5, + "TP": 3751.3, + "n_pred": 10603.8, + "n_ref": 4246.2 + }, + "15": { + "Dice": 0.6494780848737697, + "FN": 633.6, + "FP": 1651.45, + "IoU": 0.5437959803365815, + "TN": 446085.0, + "TP": 7233.15, + "n_pred": 8884.6, + "n_ref": 7866.75 + }, + "2": { + "Dice": 0.43772321106983203, + "FN": 7741.05, + "FP": 2294.3, + "IoU": 0.3788837398246968, + "TN": 433206.05, + "TP": 12361.8, + "n_pred": 14656.1, + "n_ref": 20102.85 + }, + "3": { + "Dice": 0.5447839601622873, + "FN": 1528.7, + "FP": 7086.5, + "IoU": 0.45489690385719617, + "TN": 439325.65, + "TP": 7662.35, + "n_pred": 14748.85, + "n_ref": 9191.05 + }, + "4": { + "Dice": 0.15828000167315012, + "FN": 124.7, + "FP": 376.15, + "IoU": 0.11579656037701205, + "TN": 454723.95, + "TP": 378.4, + "n_pred": 754.55, + "n_ref": 503.1 + }, + "5": { + "Dice": 0.4779935972224905, + "FN": 566.2, + "FP": 171.45, + "IoU": 0.4048143359501966, + "TN": 453245.2, + "TP": 1620.35, + "n_pred": 1791.8, + "n_ref": 2186.55 + }, + "6": { + "Dice": 0.40302561102270745, + "FN": 9096.35, + "FP": 19689.3, + "IoU": 0.3594688092758755, + "TN": 379477.45, + "TP": 47340.1, + "n_pred": 67029.4, + "n_ref": 56436.45 + }, + "7": { + "Dice": 0.5588842255642369, + "FN": 28389.9, + "FP": 12728.8, + "IoU": 0.4473017013041016, + "TN": 394055.5, + "TP": 20429.0, + "n_pred": 33157.8, + "n_ref": 48818.9 + }, + "8": { + "Dice": 0.7342169876878594, + "FN": 471.55, + "FP": 3143.9, + "IoU": 0.6779284124324207, + "TN": 437721.8, + "TP": 14265.95, + "n_pred": 17409.85, + "n_ref": 14737.5 + }, + "9": { + "Dice": 0.4508336205444485, + "FN": 3359.0, + "FP": 1099.35, + "IoU": 0.35454480657182397, + "TN": 447972.85, + "TP": 3172.0, + "n_pred": 4271.35, + "n_ref": 6531.0 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9265648935608262, + "FN": 4233, + "FP": 2718, + "IoU": 0.8631773714150739, + "TN": 124429, + "TP": 43852, + "n_pred": 46570, + "n_ref": 48085 + }, + "10": { + "Dice": 0.6805810652863583, + "FN": 916, + "FP": 2910, + "IoU": 0.5158187800556822, + "TN": 167330, + "TP": 4076, + "n_pred": 6986, + "n_ref": 4992 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.12480499219968799, + "FN": 346, + "FP": 215, + "IoU": 0.06655574043261231, + "TN": 174631, + "TP": 40, + "n_pred": 255, + "n_ref": 386 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 175216, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "3": { + "Dice": 0.9496847864874509, + "FN": 1971, + "FP": 1413, + "IoU": 0.9041902604756512, + "TN": 139912, + "TP": 31936, + "n_pred": 33349, + "n_ref": 33907 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.003194888178913738, + "FN": 507, + "FP": 117, + "IoU": 0.0016, + "TN": 174607, + "TP": 1, + "n_pred": 118, + "n_ref": 508 + }, + "7": { + "Dice": 0.7903874448258951, + "FN": 1926, + "FP": 6622, + "IoU": 0.6534219915666558, + "TN": 150568, + "TP": 16116, + "n_pred": 22738, + "n_ref": 18042 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0025.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0025.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.713573732043389, + "FN": 5806, + "FP": 56, + "IoU": 0.5546946216955333, + "TN": 862996, + "TP": 7302, + "n_pred": 7358, + "n_ref": 13108 + }, + "10": { + "Dice": 0.5935971903282453, + "FN": 12071, + "FP": 2972, + "IoU": 0.42206769372622843, + "TN": 850131, + "TP": 10986, + "n_pred": 13958, + "n_ref": 23057 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4418127889732182, + "FN": 10193, + "FP": 15401, + "IoU": 0.2835428155530051, + "TN": 840437, + "TP": 10129, + "n_pred": 25530, + "n_ref": 20322 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.940181347150259, + "FN": 3292, + "FP": 10562, + "IoU": 0.8871153047006771, + "TN": 753433, + "TP": 108873, + "n_pred": 119435, + "n_ref": 112165 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 64, + "IoU": 0.0, + "TN": 876096, + "TP": 0, + "n_pred": 64, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9893200089325592, + "FN": 1992, + "FP": 1834, + "IoU": 0.9788657316621832, + "TN": 695127, + "TP": 177207, + "n_pred": 179041, + "n_ref": 179199 + }, + "7": { + "Dice": 0.42905702992659517, + "FN": 186931, + "FP": 15297, + "IoU": 0.2731206912664352, + "TN": 597946, + "TP": 75986, + "n_pred": 91283, + "n_ref": 262917 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 876157, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "9": { + "Dice": 0.6744512148484307, + "FN": 1223, + "FP": 11546, + "IoU": 0.5088090475457763, + "TN": 850164, + "TP": 13227, + "n_pred": 24773, + "n_ref": 14450 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0049.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0049.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5989409688174152, + "FN": 28, + "FP": 14287, + "IoU": 0.427491601343785, + "TN": 325460, + "TP": 10689, + "n_pred": 24976, + "n_ref": 10717 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.11791050598837437, + "FN": 4556, + "FP": 108497, + "IoU": 0.06264872439038546, + "TN": 229855, + "TP": 7556, + "n_pred": 116053, + "n_ref": 12112 + }, + "15": { + "Dice": 0.24587847385774847, + "FN": 0, + "FP": 4803, + "IoU": 0.140171858216971, + "TN": 344878, + "TP": 783, + "n_pred": 5586, + "n_ref": 783 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 3583, + "IoU": 0.0, + "TN": 346881, + "TP": 0, + "n_pred": 3583, + "n_ref": 0 + }, + "7": { + "Dice": 0.6653722036864848, + "FN": 0, + "FP": 12236, + "IoU": 0.4985451415925577, + "TN": 326063, + "TP": 12165, + "n_pred": 24401, + "n_ref": 12165 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7973521941040136, + "FN": 23282, + "FP": 413, + "IoU": 0.6629972550525522, + "TN": 104921, + "TP": 46616, + "n_pred": 47029, + "n_ref": 69898 + }, + "10": { + "Dice": 0.692923186344239, + "FN": 2945, + "FP": 509, + "IoU": 0.5301319548360768, + "TN": 167881, + "TP": 3897, + "n_pred": 4406, + "n_ref": 6842 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1067, + "IoU": 0.0, + "TN": 174165, + "TP": 0, + "n_pred": 1067, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.7709190672153635, + "FN": 162, + "FP": 5, + "IoU": 0.6272321428571429, + "TN": 174784, + "TP": 281, + "n_pred": 286, + "n_ref": 443 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 2111, + "FP": 18289, + "IoU": 0.0, + "TN": 154832, + "TP": 0, + "n_pred": 18289, + "n_ref": 2111 + }, + "7": { + "Dice": 0.9091496928548335, + "FN": 111, + "FP": 451, + "IoU": 0.8334321280379372, + "TN": 171858, + "TP": 2812, + "n_pred": 3263, + "n_ref": 2923 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7218910585817061, + "FN": 114, + "FP": 1239, + "IoU": 0.5648118366034095, + "TN": 347355, + "TP": 1756, + "n_pred": 2995, + "n_ref": 1870 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 12901, + "IoU": 0.0, + "TN": 337563, + "TP": 0, + "n_pred": 12901, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9030519085296931, + "FN": 419, + "FP": 696, + "IoU": 0.8232403297400127, + "TN": 344156, + "TP": 5193, + "n_pred": 5889, + "n_ref": 5612 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 84, + "IoU": 0.0, + "TN": 350380, + "TP": 0, + "n_pred": 84, + "n_ref": 0 + }, + "7": { + "Dice": 0.9210751133600579, + "FN": 22597, + "FP": 222, + "IoU": 0.8536971616518455, + "TN": 194493, + "TP": 133152, + "n_pred": 133374, + "n_ref": 155749 + }, + "8": { + "Dice": 0.9829415615697222, + "FN": 471, + "FP": 910, + "IoU": 0.9664553426121596, + "TN": 309295, + "TP": 39788, + "n_pred": 40698, + "n_ref": 40259 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 350460, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.12914364640883977, + "FN": 2522, + "FP": 0, + "IoU": 0.06902916205241787, + "TN": 347755, + "TP": 187, + "n_pred": 187, + "n_ref": 2709 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 41, + "IoU": 0.0, + "TN": 350423, + "TP": 0, + "n_pred": 41, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7250859106529209, + "FN": 18, + "FP": 142, + "IoU": 0.568733153638814, + "TN": 525325, + "TP": 211, + "n_pred": 353, + "n_ref": 229 + }, + "10": { + "Dice": 0.42415441827519035, + "FN": 13205, + "FP": 3054, + "IoU": 0.2691598867263002, + "TN": 503449, + "TP": 5988, + "n_pred": 9042, + "n_ref": 19193 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 116, + "FP": 0, + "IoU": 0.0, + "TN": 525580, + "TP": 0, + "n_pred": 0, + "n_ref": 116 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 131, + "IoU": 0.0, + "TN": 525565, + "TP": 0, + "n_pred": 131, + "n_ref": 0 + }, + "3": { + "Dice": 0.9031825209299612, + "FN": 237, + "FP": 3082, + "IoU": 0.8234574468085106, + "TN": 506896, + "TP": 15481, + "n_pred": 18563, + "n_ref": 15718 + }, + "4": { + "Dice": 0.0, + "FN": 956, + "FP": 0, + "IoU": 0.0, + "TN": 524740, + "TP": 0, + "n_pred": 0, + "n_ref": 956 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 733, + "IoU": 0.0, + "TN": 524963, + "TP": 0, + "n_pred": 733, + "n_ref": 0 + }, + "7": { + "Dice": 0.9493486230385753, + "FN": 2071, + "FP": 1922, + "IoU": 0.9035810011349094, + "TN": 484283, + "TP": 37420, + "n_pred": 39342, + "n_ref": 39491 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5914771741017184, + "FN": 9114, + "FP": 300, + "IoU": 0.4199272906525356, + "TN": 334235, + "TP": 6815, + "n_pred": 7115, + "n_ref": 15929 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 4638, + "IoU": 0.0, + "TN": 345826, + "TP": 0, + "n_pred": 4638, + "n_ref": 0 + }, + "12": { + "Dice": 0.07890017931858936, + "FN": 3082, + "FP": 0, + "IoU": 0.04107031736154325, + "TN": 347250, + "TP": 132, + "n_pred": 132, + "n_ref": 3214 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 350463, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "14": { + "Dice": 0.9194504350973502, + "FN": 2457, + "FP": 2884, + "IoU": 0.8509100044662796, + "TN": 314640, + "TP": 30483, + "n_pred": 33367, + "n_ref": 32940 + }, + "15": { + "Dice": 0.9098794434261817, + "FN": 4096, + "FP": 16850, + "IoU": 0.834659467651795, + "TN": 223780, + "TP": 105738, + "n_pred": 122588, + "n_ref": 109834 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1032, + "IoU": 0.0, + "TN": 349432, + "TP": 0, + "n_pred": 1032, + "n_ref": 0 + }, + "3": { + "Dice": 0.7721709974853311, + "FN": 348, + "FP": 1011, + "IoU": 0.6288913162206444, + "TN": 346802, + "TP": 2303, + "n_pred": 3314, + "n_ref": 2651 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.2266152362584378, + "FN": 1600, + "FP": 4, + "IoU": 0.1277868406742795, + "TN": 348625, + "TP": 235, + "n_pred": 239, + "n_ref": 1835 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 8093, + "IoU": 0.0, + "TN": 342371, + "TP": 0, + "n_pred": 8093, + "n_ref": 0 + }, + "7": { + "Dice": 0.6806359440252033, + "FN": 1265, + "FP": 3094, + "IoU": 0.5158818302976454, + "TN": 341460, + "TP": 4645, + "n_pred": 7739, + "n_ref": 5910 + }, + "8": { + "Dice": 0.9557646055956404, + "FN": 410, + "FP": 1043, + "IoU": 0.9152769679300291, + "TN": 333314, + "TP": 15697, + "n_pred": 16740, + "n_ref": 16107 + }, + "9": { + "Dice": 0.0012658227848101266, + "FN": 10, + "FP": 3146, + "IoU": 0.0006333122229259025, + "TN": 347306, + "TP": 2, + "n_pred": 3148, + "n_ref": 12 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6380945538152033, + "FN": 10025, + "FP": 49, + "IoU": 0.4685307306779214, + "TN": 857205, + "TP": 8881, + "n_pred": 8930, + "n_ref": 18906 + }, + "10": { + "Dice": 0.20645368437951517, + "FN": 4920, + "FP": 23, + "IoU": 0.11510920157536698, + "TN": 870574, + "TP": 643, + "n_pred": 666, + "n_ref": 5563 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 699, + "IoU": 0.0, + "TN": 875461, + "TP": 0, + "n_pred": 699, + "n_ref": 0 + }, + "12": { + "Dice": 0.05243838489774515, + "FN": 1697, + "FP": 1917, + "IoU": 0.026925148088314487, + "TN": 872446, + "TP": 100, + "n_pred": 2017, + "n_ref": 1797 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 257, + "IoU": 0.0, + "TN": 875903, + "TP": 0, + "n_pred": 257, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8550823637442748, + "FN": 15189, + "FP": 23634, + "IoU": 0.7468505477308294, + "TN": 722800, + "TP": 114537, + "n_pred": 138171, + "n_ref": 129726 + }, + "3": { + "Dice": 0.8206428126412489, + "FN": 25215, + "FP": 4149, + "IoU": 0.6958390735542412, + "TN": 779619, + "TP": 67177, + "n_pred": 71326, + "n_ref": 92392 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 195, + "IoU": 0.0, + "TN": 875965, + "TP": 0, + "n_pred": 195, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.860855898887534, + "FN": 76013, + "FP": 18808, + "IoU": 0.7557041273767198, + "TN": 488020, + "TP": 293319, + "n_pred": 312127, + "n_ref": 369332 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 876160, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9550064338836667, + "FN": 1363, + "FP": 700, + "IoU": 0.9138873815586259, + "TN": 852203, + "TP": 21894, + "n_pred": 22594, + "n_ref": 23257 + }, + "9": { + "Dice": 0.27484920010490427, + "FN": 2738, + "FP": 27, + "IoU": 0.15931894192763757, + "TN": 872871, + "TP": 524, + "n_pred": 551, + "n_ref": 3262 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 225, + "FP": 0, + "IoU": 0.0, + "TN": 350239, + "TP": 0, + "n_pred": 0, + "n_ref": 225 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9623051935496345, + "FN": 3386, + "FP": 4412, + "IoU": 0.9273489542087856, + "TN": 243129, + "TP": 99537, + "n_pred": 103949, + "n_ref": 102923 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 1653, + "FP": 0, + "IoU": 0.0, + "TN": 173579, + "TP": 0, + "n_pred": 0, + "n_ref": 1653 + }, + "10": { + "Dice": 0.16184971098265896, + "FN": 0, + "FP": 145, + "IoU": 0.0880503144654088, + "TN": 175073, + "TP": 14, + "n_pred": 159, + "n_ref": 14 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 175213, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.012802893309222423, + "FN": 57, + "FP": 109127, + "IoU": 0.006442689185746005, + "TN": 65340, + "TP": 708, + "n_pred": 109835, + "n_ref": 765 + }, + "7": { + "Dice": 0.5162733190297829, + "FN": 106416, + "FP": 0, + "IoU": 0.34795715791279624, + "TN": 12028, + "TP": 56788, + "n_pred": 56788, + "n_ref": 163204 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.57917760279965, + "FN": 481, + "FP": 0, + "IoU": 0.40763546798029554, + "TN": 174420, + "TP": 331, + "n_pred": 331, + "n_ref": 812 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 175226, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5359342915811088, + "FN": 6, + "FP": 446, + "IoU": 0.36605890603085556, + "TN": 174519, + "TP": 261, + "n_pred": 707, + "n_ref": 267 + }, + "7": { + "Dice": 0.210042509339173, + "FN": 153294, + "FP": 17, + "IoU": 0.11734497072420881, + "TN": 1539, + "TP": 20382, + "n_pred": 20399, + "n_ref": 173676 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8921251004451474, + "FN": 30679, + "FP": 3151, + "IoU": 0.8052579770546349, + "TN": 1052907, + "TP": 139887, + "n_pred": 143038, + "n_ref": 170566 + }, + "10": { + "Dice": 0.7996890696005741, + "FN": 3021, + "FP": 329, + "IoU": 0.6662349307562021, + "TN": 1216587, + "TP": 6687, + "n_pred": 7016, + "n_ref": 9708 + }, + "11": { + "Dice": 0.0, + "FN": 4361, + "FP": 157, + "IoU": 0.0, + "TN": 1222106, + "TP": 0, + "n_pred": 157, + "n_ref": 4361 + }, + "12": { + "Dice": 0.052438903730088055, + "FN": 8861, + "FP": 716, + "IoU": 0.026925421662263766, + "TN": 1216782, + "TP": 265, + "n_pred": 981, + "n_ref": 9126 + }, + "13": { + "Dice": 0.1826673839683083, + "FN": 33422, + "FP": 2, + "IoU": 0.10051400737371835, + "TN": 1189465, + "TP": 3735, + "n_pred": 3737, + "n_ref": 37157 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0005150656708730364, + "FN": 131954, + "FP": 0, + "IoU": 0.00025759917568263783, + "TN": 1094636, + "TP": 34, + "n_pred": 34, + "n_ref": 131988 + }, + "3": { + "Dice": 0.35533200212319593, + "FN": 2238, + "FP": 125287, + "IoU": 0.21605090059629925, + "TN": 1063954, + "TP": 35145, + "n_pred": 160432, + "n_ref": 37383 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1226624, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8191658247943426, + "FN": 4849, + "FP": 163, + "IoU": 0.6937179173796137, + "TN": 1210260, + "TP": 11352, + "n_pred": 11515, + "n_ref": 16201 + }, + "6": { + "Dice": 0.8048182629468409, + "FN": 10088, + "FP": 39997, + "IoU": 0.6733856768353919, + "TN": 1073278, + "TP": 103261, + "n_pred": 143258, + "n_ref": 113349 + }, + "7": { + "Dice": 0.6613072877535687, + "FN": 1530, + "FP": 2978, + "IoU": 0.49399483668200694, + "TN": 1217715, + "TP": 4401, + "n_pred": 7379, + "n_ref": 5931 + }, + "8": { + "Dice": 0.16094088517486846, + "FN": 265, + "FP": 21423, + "IoU": 0.08751262201279031, + "TN": 1202856, + "TP": 2080, + "n_pred": 23503, + "n_ref": 2345 + }, + "9": { + "Dice": 0.503526548452789, + "FN": 38994, + "FP": 988, + "IoU": 0.33647543024047, + "TN": 1166367, + "TP": 20275, + "n_pred": 21263, + "n_ref": 59269 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 227, + "IoU": 0.0, + "TN": 350237, + "TP": 0, + "n_pred": 227, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.059833795013850416, + "FN": 75, + "FP": 1622, + "IoU": 0.03083952027412907, + "TN": 348713, + "TP": 54, + "n_pred": 1676, + "n_ref": 129 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9022571493133145, + "FN": 1486, + "FP": 10193, + "IoU": 0.8219203147157038, + "TN": 284881, + "TP": 53904, + "n_pred": 64097, + "n_ref": 55390 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5631144762120014, + "FN": 29366, + "FP": 1562, + "IoU": 0.3918993314982304, + "TN": 474836, + "TP": 19932, + "n_pred": 21494, + "n_ref": 49298 + }, + "11": { + "Dice": 0.6296007789678676, + "FN": 3485, + "FP": 319, + "IoU": 0.45942873383544125, + "TN": 518659, + "TP": 3233, + "n_pred": 3552, + "n_ref": 6718 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 525686, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "13": { + "Dice": 0.03212067857907635, + "FN": 40104, + "FP": 575, + "IoU": 0.01632248391933066, + "TN": 484342, + "TP": 675, + "n_pred": 1250, + "n_ref": 40779 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8943182632370853, + "FN": 4297, + "FP": 128, + "IoU": 0.80883877656817, + "TN": 502548, + "TP": 18723, + "n_pred": 18851, + "n_ref": 23020 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3389, + "IoU": 0.0, + "TN": 522307, + "TP": 0, + "n_pred": 3389, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.973479118396109, + "FN": 1581, + "FP": 1189, + "IoU": 0.948328607670497, + "TN": 472088, + "TP": 50838, + "n_pred": 52027, + "n_ref": 52419 + }, + "7": { + "Dice": 0.17984928830588892, + "FN": 128, + "FP": 14565, + "IoU": 0.09881010794896958, + "TN": 509392, + "TP": 1611, + "n_pred": 16176, + "n_ref": 1739 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8816672553867891, + "FN": 308, + "FP": 1032, + "IoU": 0.7883765003158559, + "TN": 519364, + "TP": 4992, + "n_pred": 6024, + "n_ref": 5300 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9241462374225278, + "FN": 11889, + "FP": 203, + "IoU": 0.858988711633548, + "TN": 264712, + "TP": 73660, + "n_pred": 73863, + "n_ref": 85549 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9129229580903971, + "FN": 27958, + "FP": 0, + "IoU": 0.8397960060739764, + "TN": 175949, + "TP": 146557, + "n_pred": 146557, + "n_ref": 174515 + }, + "7": { + "Dice": 0.0, + "FN": 2123, + "FP": 404, + "IoU": 0.0, + "TN": 347937, + "TP": 0, + "n_pred": 404, + "n_ref": 2123 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8639386189258312, + "FN": 287, + "FP": 245, + "IoU": 0.7604682575416479, + "TN": 173011, + "TP": 1689, + "n_pred": 1934, + "n_ref": 1976 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7452273516140229, + "FN": 8354, + "FP": 454, + "IoU": 0.5939142461964039, + "TN": 153542, + "TP": 12882, + "n_pred": 13336, + "n_ref": 21236 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.2857142857142857, + "FN": 10, + "FP": 0, + "IoU": 0.16666666666666666, + "TN": 175220, + "TP": 2, + "n_pred": 2, + "n_ref": 12 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6331200066926005, + "FN": 1443, + "FP": 7328, + "IoU": 0.4631862415080482, + "TN": 158893, + "TP": 7568, + "n_pred": 14896, + "n_ref": 9011 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9709986265650192, + "FN": 691, + "FP": 5137, + "IoU": 0.9436320024760136, + "TN": 71840, + "TP": 97564, + "n_pred": 102701, + "n_ref": 98255 + }, + "7": { + "Dice": 0.7261836851112379, + "FN": 7577, + "FP": 1063, + "IoU": 0.5700850873264667, + "TN": 155135, + "TP": 11457, + "n_pred": 12520, + "n_ref": 19034 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8839531217539014, + "FN": 5241, + "FP": 13751, + "IoU": 0.7920394196550781, + "TN": 1310531, + "TP": 72333, + "n_pred": 86084, + "n_ref": 77574 + }, + "10": { + "Dice": 0.5427765590723911, + "FN": 7460, + "FP": 4212, + "IoU": 0.3724731182795699, + "TN": 1383256, + "TP": 6928, + "n_pred": 11140, + "n_ref": 14388 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 545, + "IoU": 0.0, + "TN": 1401311, + "TP": 0, + "n_pred": 545, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 4368, + "IoU": 0.0, + "TN": 1397488, + "TP": 0, + "n_pred": 4368, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.46969387755102043, + "FN": 70, + "FP": 10324, + "IoU": 0.3069280522771221, + "TN": 1386859, + "TP": 4603, + "n_pred": 14927, + "n_ref": 4673 + }, + "3": { + "Dice": 0.3311234545780326, + "FN": 403, + "FP": 3330, + "IoU": 0.19841099420227615, + "TN": 1397199, + "TP": 924, + "n_pred": 4254, + "n_ref": 1327 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 1401856, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8592948187386195, + "FN": 4156, + "FP": 944, + "IoU": 0.7533014076331447, + "TN": 1381183, + "TP": 15573, + "n_pred": 16517, + "n_ref": 19729 + }, + "6": { + "Dice": 0.3840828294756143, + "FN": 60923, + "FP": 186308, + "IoU": 0.2376872011026249, + "TN": 1077539, + "TP": 77086, + "n_pred": 263394, + "n_ref": 138009 + }, + "7": { + "Dice": 0.1856970166420205, + "FN": 81829, + "FP": 195705, + "IoU": 0.1023517121149884, + "TN": 1092677, + "TP": 31645, + "n_pred": 227350, + "n_ref": 113474 + }, + "8": { + "Dice": 0.7901242839435865, + "FN": 2010, + "FP": 23050, + "IoU": 0.6530623546350648, + "TN": 1329624, + "TP": 47172, + "n_pred": 70222, + "n_ref": 49182 + }, + "9": { + "Dice": 0.3743993659285679, + "FN": 23733, + "FP": 1525, + "IoU": 0.2303144807411019, + "TN": 1369040, + "TP": 7558, + "n_pred": 9083, + "n_ref": 31291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8255289706276225, + "FN": 2885, + "FP": 12749, + "IoU": 0.7028942817506318, + "TN": 122611, + "TP": 36987, + "n_pred": 49736, + "n_ref": 39872 + }, + "15": { + "Dice": 0.792676337337379, + "FN": 8576, + "FP": 11376, + "IoU": 0.6565566151409784, + "TN": 117138, + "TP": 38142, + "n_pred": 49518, + "n_ref": 46718 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.456600709432027, + "FN": 11651, + "FP": 1064, + "IoU": 0.2958409481087667, + "TN": 157175, + "TP": 5342, + "n_pred": 6406, + "n_ref": 16993 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5476605954847857, + "FN": 12341, + "FP": 4249, + "IoU": 0.3770885743250854, + "TN": 148599, + "TP": 10043, + "n_pred": 14292, + "n_ref": 22384 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9317269076305221, + "FN": 9, + "FP": 59, + "IoU": 0.8721804511278195, + "TN": 174700, + "TP": 464, + "n_pred": 523, + "n_ref": 473 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 95, + "FP": 0, + "IoU": 0.0, + "TN": 175137, + "TP": 0, + "n_pred": 0, + "n_ref": 95 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8986127761603014, + "FN": 40, + "FP": 1144, + "IoU": 0.8158917742186285, + "TN": 168801, + "TP": 5247, + "n_pred": 6391, + "n_ref": 5287 + }, + "9": { + "Dice": 0.8965095568492969, + "FN": 174, + "FP": 3719, + "IoU": 0.8124307395808239, + "TN": 154477, + "TP": 16862, + "n_pred": 20581, + "n_ref": 17036 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2974132/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset590_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-class_power_pe66_exp__seed-12345/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.43339245622814593, + "FN": 2541.8974920634923, + "FP": 2208.6037460317457, + "IoU": 0.3701229857270645, + "TN": 329844.2747301587, + "TP": 6606.961174603173, + "n_pred": 8815.564920634919, + "n_ref": 9148.858666666667 + }, + "mean": { + "1": { + "Dice": 0.5181429310480682, + "FN": 1643.2585714285713, + "FP": 1228.787142857143, + "IoU": 0.46335307756251376, + "TN": 329141.6795238095, + "TP": 9188.011904761905, + "n_pred": 10416.799047619048, + "n_ref": 10831.270476190477 + }, + "10": { + "Dice": 0.417414920227542, + "FN": 1521.8409523809523, + "FP": 775.7290476190476, + "IoU": 0.3374897559106057, + "TN": 336730.6476190476, + "TP": 2173.5195238095234, + "n_pred": 2949.2485714285713, + "n_ref": 3695.360476190476 + }, + "11": { + "Dice": 0.34264499955345445, + "FN": 182.2995238095238, + "FP": 141.2557142857143, + "IoU": 0.2661326100395132, + "TN": 340629.5495238096, + "TP": 248.63238095238097, + "n_pred": 389.8880952380952, + "n_ref": 430.93190476190483 + }, + "12": { + "Dice": 0.1850802870870111, + "FN": 238.18428571428572, + "FP": 82.7352380952381, + "IoU": 0.1313467686727167, + "TN": 340789.7919047619, + "TP": 91.0257142857143, + "n_pred": 173.76095238095238, + "n_ref": 329.21000000000004 + }, + "13": { + "Dice": 0.3297271682816089, + "FN": 2141.6171428571424, + "FP": 672.1580952380953, + "IoU": 0.2518235360561876, + "TN": 337001.54190476186, + "TP": 1386.4199999999998, + "n_pred": 2058.5780952380956, + "n_ref": 3528.0371428571425 + }, + "14": { + "Dice": 0.2459796179566774, + "FN": 5706.300476190477, + "FP": 2697.031904761905, + "IoU": 0.20357269905405886, + "TN": 329563.3880952381, + "TP": 3235.0166666666673, + "n_pred": 5932.048571428571, + "n_ref": 8941.31714285714 + }, + "15": { + "Dice": 0.3021615007419557, + "FN": 1852.9642857142858, + "FP": 996.0566666666667, + "IoU": 0.24536168774588107, + "TN": 335777.23285714287, + "TP": 2575.483333333333, + "n_pred": 3571.54, + "n_ref": 4428.447619047619 + }, + "2": { + "Dice": 0.49756787705628264, + "FN": 2612.174285714286, + "FP": 2826.561428571428, + "IoU": 0.45210635861567966, + "TN": 328148.5238095238, + "TP": 7614.4776190476205, + "n_pred": 10441.039047619048, + "n_ref": 10226.651904761904 + }, + "3": { + "Dice": 0.37743444862297715, + "FN": 2777.7342857142858, + "FP": 2191.218571428571, + "IoU": 0.3351818221119571, + "TN": 331429.6885714286, + "TP": 4803.095714285715, + "n_pred": 6994.314285714286, + "n_ref": 7580.829999999999 + }, + "4": { + "Dice": 0.3615400373918871, + "FN": 242.45238095238096, + "FP": 278.4119047619048, + "IoU": 0.3038653447920522, + "TN": 339450.8595238095, + "TP": 1230.0133333333333, + "n_pred": 1508.4252380952382, + "n_ref": 1472.4657142857143 + }, + "5": { + "Dice": 0.35860551678163605, + "FN": 372.84142857142854, + "FP": 325.55809523809523, + "IoU": 0.29036268264894816, + "TN": 339396.45095238095, + "TP": 1106.8866666666665, + "n_pred": 1432.444761904762, + "n_ref": 1479.7280952380954 + }, + "6": { + "Dice": 0.6199142795230227, + "FN": 7365.306666666666, + "FP": 11168.364285714288, + "IoU": 0.5643512377927101, + "TN": 280527.1838095238, + "TP": 42140.882380952375, + "n_pred": 53309.24666666666, + "n_ref": 49506.189047619046 + }, + "7": { + "Dice": 0.5145977724328488, + "FN": 9738.691904761905, + "FP": 7870.335238095239, + "IoU": 0.4283536857190321, + "TN": 311119.74238095235, + "TP": 12472.967619047618, + "n_pred": 20343.30285714286, + "n_ref": 22211.659523809525 + }, + "8": { + "Dice": 0.8051679590095555, + "FN": 446.3309523809524, + "FP": 935.687619047619, + "IoU": 0.7475672718294762, + "TN": 332566.3771428572, + "TP": 7253.341428571427, + "n_pred": 8189.029047619048, + "n_ref": 7699.672380952381 + }, + "9": { + "Dice": 0.6249075277076608, + "FN": 1286.4652380952382, + "FP": 939.165238095238, + "IoU": 0.5309762473546338, + "TN": 335391.4633333334, + "TP": 3584.6433333333334, + "n_pred": 4523.808571428572, + "n_ref": 4871.108571428571 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/loop_003/summary.json b/nnActive_results/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/loop_003/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b0e9b73bff0022c3650712cc723ce91c6ea85e9c --- /dev/null +++ b/nnActive_results/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/loop_003/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.8687376680518831, + "FN": 11307.813333333332, + "FP": 9039.146666666667, + "IoU": 0.7935167085074556, + "TN": 96261331.16266665, + "TP": 175282.71733333336, + "n_pred": 184321.864, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.945462169854192, + "FN": 5407.08, + "FP": 7959.74, + "IoU": 0.9145392192187741, + "TN": 96254712.96, + "TP": 188881.06, + "n_pred": 196840.8, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.8378190216237158, + "FN": 11364.42, + "FP": 10359.38, + "IoU": 0.7367179523635994, + "TN": 96372378.9, + "TP": 62858.14, + "n_pred": 73217.52, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.787235758087516, + "FN": 780.18, + "FP": 697.98, + "IoU": 0.6606519971788752, + "TN": 96452562.48, + "TP": 2920.2, + "n_pred": 3618.18, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.7945349414149279, + "FN": 929.08, + "FP": 705.16, + "IoU": 0.671220628061363, + "TN": 96452019.02, + "TP": 3307.58, + "n_pred": 4012.74, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.7603766935929686, + "FN": 14299.8, + "FP": 10032.84, + "IoU": 0.6443113275633778, + "TN": 96389069.86, + "TP": 43558.34, + "n_pred": 53591.18, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.8652030647900184, + "FN": 17790.12, + "FP": 8689.96, + "IoU": 0.7920904444900144, + "TN": 96309912.74, + "TP": 120568.02, + "n_pred": 129257.98, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.8041509881230336, + "FN": 7665.98, + "FP": 10562.72, + "IoU": 0.7110620247140695, + "TN": 96392351.08, + "TP": 46381.06, + "n_pred": 56943.78, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.9593691108675269, + "FN": 7339.38, + "FP": 5546.74, + "IoU": 0.9233290570143805, + "TN": 96294572.4, + "TP": 149502.32, + "n_pred": 155049.06, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.9610762900875649, + "FN": 5676.62, + "FP": 7087.08, + "IoU": 0.9263571224142355, + "TN": 96286471.18, + "TP": 157725.96, + "n_pred": 164813.04, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.7719636930458489, + "FN": 4955.46, + "FP": 3682.42, + "IoU": 0.7021377129736117, + "TN": 96426700.92, + "TP": 21622.04, + "n_pred": 25304.46, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.8263467361937454, + "FN": 3935.94, + "FP": 2693.04, + "IoU": 0.7117784610091537, + "TN": 96437115.64, + "TP": 13216.22, + "n_pred": 15909.26, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9714060043968148, + "FN": 44307.2, + "FP": 32944.72, + "IoU": 0.9454331490226869, + "TN": 95064792.5, + "TP": 1314916.42, + "n_pred": 1347861.14, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.8918064409285732, + "FN": 31867.02, + "FP": 20174.24, + "IoU": 0.8287601198336244, + "TN": 96097861.94, + "TP": 307057.64, + "n_pred": 327231.88, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.9504336049878614, + "FN": 6588.8, + "FP": 6766.62, + "IoU": 0.9062606452393807, + "TN": 96317825.04, + "TP": 125780.38, + "n_pred": 132547.0, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.9038805027839403, + "FN": 6710.12, + "FP": 7684.56, + "IoU": 0.828100766514687, + "TN": 96371620.78, + "TP": 70945.38, + "n_pred": 78629.94, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9492281194856244, + "FN": 2856, + "FP": 6754, + "IoU": 0.9033626965930573, + "TN": 119493876, + "TP": 89834, + "n_pred": 96588, + "n_ref": 92690 + }, + "10": { + "Dice": 0.8297226028282619, + "FN": 11146, + "FP": 15200, + "IoU": 0.708996520682609, + "TN": 119502785, + "TP": 64189, + "n_pred": 79389, + "n_ref": 75335 + }, + "11": { + "Dice": 0.8040531288511571, + "FN": 610, + "FP": 821, + "IoU": 0.6723150904511106, + "TN": 119588953, + "TP": 2936, + "n_pred": 3757, + "n_ref": 3546 + }, + "12": { + "Dice": 0.8243665768194071, + "FN": 642, + "FP": 987, + "IoU": 0.7012105649303008, + "TN": 119587868, + "TP": 3823, + "n_pred": 4810, + "n_ref": 4465 + }, + "13": { + "Dice": 0.7082045697579735, + "FN": 16663, + "FP": 13080, + "IoU": 0.5482327566565913, + "TN": 119527483, + "TP": 36094, + "n_pred": 49174, + "n_ref": 52757 + }, + "14": { + "Dice": 0.44277927878683765, + "FN": 176606, + "FP": 1791, + "IoU": 0.28433944703862385, + "TN": 119344044, + "TP": 70879, + "n_pred": 72670, + "n_ref": 247485 + }, + "15": { + "Dice": 0.08163097495670228, + "FN": 24921, + "FP": 153778, + "IoU": 0.04255227950986118, + "TN": 119406679, + "TP": 7942, + "n_pred": 161720, + "n_ref": 32863 + }, + "2": { + "Dice": 0.9595751125261505, + "FN": 4570, + "FP": 6908, + "IoU": 0.9222915792181766, + "TN": 119445614, + "TP": 136228, + "n_pred": 143136, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9609175995380345, + "FN": 6469, + "FP": 6864, + "IoU": 0.9247751661570057, + "TN": 119416078, + "TP": 163909, + "n_pred": 170773, + "n_ref": 170378 + }, + "4": { + "Dice": 0.8885434221840068, + "FN": 13118, + "FP": 3085, + "IoU": 0.7994405178922873, + "TN": 119512531, + "TP": 64586, + "n_pred": 67671, + "n_ref": 77704 + }, + "5": { + "Dice": 0.39691191627685724, + "FN": 44239, + "FP": 16615, + "IoU": 0.2475920819990356, + "TN": 119512441, + "TP": 20025, + "n_pred": 36640, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9728273328416362, + "FN": 29782, + "FP": 34581, + "IoU": 0.9470923087672573, + "TN": 118376805, + "TP": 1152152, + "n_pred": 1186733, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 30642, + "IoU": 0.0, + "TN": 119562678, + "TP": 0, + "n_pred": 30642, + "n_ref": 0 + }, + "8": { + "Dice": 0.9271631828561391, + "FN": 22587, + "FP": 18879, + "IoU": 0.8642164102127492, + "TN": 119287937, + "TP": 263917, + "n_pred": 282796, + "n_ref": 286504 + }, + "9": { + "Dice": 0.8851940034691764, + "FN": 9427, + "FP": 7980, + "IoU": 0.7940341245237476, + "TN": 119508806, + "TP": 67107, + "n_pred": 75087, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9636851735605626, + "FN": 8178, + "FP": 5417, + "IoU": 0.9299154552015672, + "TN": 72631680, + "TP": 180385, + "n_pred": 185802, + "n_ref": 188563 + }, + "10": { + "Dice": 0.8395289737300907, + "FN": 11630, + "FP": 10092, + "IoU": 0.7234381167004061, + "TN": 72747117, + "TP": 56821, + "n_pred": 66913, + "n_ref": 68451 + }, + "11": { + "Dice": 0.7582842041065257, + "FN": 382, + "FP": 807, + "IoU": 0.6106745252128356, + "TN": 72822606, + "TP": 1865, + "n_pred": 2672, + "n_ref": 2247 + }, + "12": { + "Dice": 0.7427592116538132, + "FN": 707, + "FP": 794, + "IoU": 0.5907851690294439, + "TN": 72821992, + "TP": 2167, + "n_pred": 2961, + "n_ref": 2874 + }, + "13": { + "Dice": 0.8014544191967903, + "FN": 8634, + "FP": 11952, + "IoU": 0.6686891446044902, + "TN": 72763525, + "TP": 41549, + "n_pred": 53501, + "n_ref": 50183 + }, + "14": { + "Dice": 0.9123390894819466, + "FN": 4243, + "FP": 9717, + "IoU": 0.838808382887824, + "TN": 72739055, + "TP": 72645, + "n_pred": 82362, + "n_ref": 76888 + }, + "15": { + "Dice": 0.8492058371933989, + "FN": 9573, + "FP": 2114, + "IoU": 0.7379302612400493, + "TN": 72781065, + "TP": 32908, + "n_pred": 35022, + "n_ref": 42481 + }, + "2": { + "Dice": 0.9649716167289957, + "FN": 6311, + "FP": 3093, + "IoU": 0.9323141590372546, + "TN": 72686724, + "TP": 129532, + "n_pred": 132625, + "n_ref": 135843 + }, + "3": { + "Dice": 0.9660263800683928, + "FN": 3556, + "FP": 5137, + "IoU": 0.9342853255117777, + "TN": 72693376, + "TP": 123591, + "n_pred": 128728, + "n_ref": 127147 + }, + "4": { + "Dice": 0.8854799230179936, + "FN": 3315, + "FP": 2814, + "IoU": 0.7944943669527897, + "TN": 72795836, + "TP": 23695, + "n_pred": 26509, + "n_ref": 27010 + }, + "5": { + "Dice": 0.810221333161257, + "FN": 2361, + "FP": 580, + "IoU": 0.6809849224427812, + "TN": 72816441, + "TP": 6278, + "n_pred": 6858, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9680897225518791, + "FN": 37610, + "FP": 39533, + "IoU": 0.9381530000320688, + "TN": 71578340, + "TP": 1170177, + "n_pred": 1209710, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.9197305867062913, + "FN": 21625, + "FP": 16297, + "IoU": 0.8513900101105895, + "TN": 72570482, + "TP": 217256, + "n_pred": 233553, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9362618432385874, + "FN": 3844, + "FP": 3556, + "IoU": 0.8801619433198381, + "TN": 72763910, + "TP": 54350, + "n_pred": 57906, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8748684631925698, + "FN": 11058, + "FP": 8087, + "IoU": 0.7775699414443722, + "TN": 72739588, + "TP": 66927, + "n_pred": 75014, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9669241433947316, + "FN": 8618, + "FP": 8583, + "IoU": 0.9359662576687117, + "TN": 71540864, + "TP": 251423, + "n_pred": 260006, + "n_ref": 260041 + }, + "10": { + "Dice": 0.8716533622417135, + "FN": 14116, + "FP": 9326, + "IoU": 0.7725049493420286, + "TN": 71706444, + "TP": 79602, + "n_pred": 88928, + "n_ref": 93718 + }, + "11": { + "Dice": 0.7191950464396285, + "FN": 1046, + "FP": 768, + "IoU": 0.5615180082185158, + "TN": 71805351, + "TP": 2323, + "n_pred": 3091, + "n_ref": 3369 + }, + "12": { + "Dice": 0.7084645138076819, + "FN": 2571, + "FP": 670, + "IoU": 0.5485443655105168, + "TN": 71802309, + "TP": 3938, + "n_pred": 4608, + "n_ref": 6509 + }, + "13": { + "Dice": 0.8298543986296342, + "FN": 13033, + "FP": 7826, + "IoU": 0.7091890083232255, + "TN": 71737761, + "TP": 50868, + "n_pred": 58694, + "n_ref": 63901 + }, + "14": { + "Dice": 0.9606128518664401, + "FN": 30745, + "FP": 9554, + "IoU": 0.9242108232639052, + "TN": 71277763, + "TP": 491426, + "n_pred": 500980, + "n_ref": 522171 + }, + "15": { + "Dice": 0.8778035740910349, + "FN": 36421, + "FP": 3738, + "IoU": 0.7822191853623354, + "TN": 71625087, + "TP": 144242, + "n_pred": 147980, + "n_ref": 180663 + }, + "2": { + "Dice": 0.9527793649498, + "FN": 6804, + "FP": 7080, + "IoU": 0.9098172181300908, + "TN": 71655534, + "TP": 140070, + "n_pred": 147150, + "n_ref": 146874 + }, + "3": { + "Dice": 0.9544885334537226, + "FN": 7400, + "FP": 9536, + "IoU": 0.9129393258658003, + "TN": 71614957, + "TP": 177595, + "n_pred": 187131, + "n_ref": 184995 + }, + "4": { + "Dice": 0.8333868791364133, + "FN": 1005, + "FP": 4181, + "IoU": 0.714364397444371, + "TN": 71791332, + "TP": 12970, + "n_pred": 17151, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8800543662928983, + "FN": 1278, + "FP": 1193, + "IoU": 0.7858009708737864, + "TN": 71797952, + "TP": 9065, + "n_pred": 10258, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9746620295058058, + "FN": 31924, + "FP": 31314, + "IoU": 0.9505763538982531, + "TN": 70529979, + "TP": 1216271, + "n_pred": 1247585, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.940910616591377, + "FN": 15085, + "FP": 12554, + "IoU": 0.8884147375390603, + "TN": 71561794, + "TP": 220055, + "n_pred": 232609, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9405685076673731, + "FN": 5792, + "FP": 3742, + "IoU": 0.8878049354531226, + "TN": 71724511, + "TP": 75443, + "n_pred": 79185, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8732478517329647, + "FN": 13616, + "FP": 8023, + "IoU": 0.7750132565320912, + "TN": 71713309, + "TP": 74540, + "n_pred": 82563, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.97188154143889, + "FN": 5031, + "FP": 7072, + "IoU": 0.9453011307656848, + "TN": 135224244, + "TP": 209163, + "n_pred": 216235, + "n_ref": 214194 + }, + "10": { + "Dice": 0.8623069689316828, + "FN": 12236, + "FP": 11045, + "IoU": 0.7579434393844874, + "TN": 135349330, + "TP": 72899, + "n_pred": 83944, + "n_ref": 85135 + }, + "11": { + "Dice": 0.7353399065905553, + "FN": 713, + "FP": 1327, + "IoU": 0.5814526056627001, + "TN": 135440636, + "TP": 2834, + "n_pred": 4161, + "n_ref": 3547 + }, + "12": { + "Dice": 0.8025730772869171, + "FN": 1266, + "FP": 821, + "IoU": 0.6702480644651604, + "TN": 135439181, + "TP": 4242, + "n_pred": 5063, + "n_ref": 5508 + }, + "13": { + "Dice": 0.8049085006956087, + "FN": 6727, + "FP": 9680, + "IoU": 0.6735120291325891, + "TN": 135395257, + "TP": 33846, + "n_pred": 43526, + "n_ref": 40573 + }, + "14": { + "Dice": 0.9151075836761926, + "FN": 11342, + "FP": 13088, + "IoU": 0.8435007655202014, + "TN": 135289407, + "TP": 131673, + "n_pred": 144761, + "n_ref": 143015 + }, + "15": { + "Dice": 0.8092745438748914, + "FN": 14040, + "FP": 3522, + "IoU": 0.6796483099542147, + "TN": 135390689, + "TP": 37259, + "n_pred": 40781, + "n_ref": 51299 + }, + "2": { + "Dice": 0.9640291230610483, + "FN": 9140, + "FP": 5815, + "IoU": 0.930556200488498, + "TN": 135230156, + "TP": 200399, + "n_pred": 206214, + "n_ref": 209539 + }, + "3": { + "Dice": 0.9601353485224453, + "FN": 14051, + "FP": 3621, + "IoU": 0.9233272302873059, + "TN": 135215024, + "TP": 212814, + "n_pred": 216435, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8647816938453445, + "FN": 3962, + "FP": 6320, + "IoU": 0.7617756771159149, + "TN": 135402349, + "TP": 32879, + "n_pred": 39199, + "n_ref": 36841 + }, + "5": { + "Dice": 0.7498573764880386, + "FN": 8328, + "FP": 4826, + "IoU": 0.5998174627319744, + "TN": 135412640, + "TP": 19716, + "n_pred": 24542, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9693695430806389, + "FN": 43574, + "FP": 58729, + "IoU": 0.9405597676379214, + "TN": 133724403, + "TP": 1618804, + "n_pred": 1677533, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.9127786816213204, + "FN": 16349, + "FP": 18552, + "IoU": 0.8395518614209138, + "TN": 135227988, + "TP": 182621, + "n_pred": 201173, + "n_ref": 198970 + }, + "8": { + "Dice": 0.9210790302761044, + "FN": 28405, + "FP": 16360, + "IoU": 0.8537038913163545, + "TN": 135139521, + "TP": 261224, + "n_pred": 277584, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8750659992819279, + "FN": 15167, + "FP": 8495, + "IoU": 0.7778820790582845, + "TN": 135338981, + "TP": 82867, + "n_pred": 91362, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9316029224772662, + "FN": 9676, + "FP": 26525, + "IoU": 0.8719631886651646, + "TN": 105471266, + "TP": 246538, + "n_pred": 273063, + "n_ref": 256214 + }, + "10": { + "Dice": 0.4631416075911395, + "FN": 31151, + "FP": 36855, + "IoU": 0.3013560715019519, + "TN": 105656665, + "TP": 29334, + "n_pred": 66189, + "n_ref": 60485 + }, + "11": { + "Dice": 0.753664135617164, + "FN": 335, + "FP": 1060, + "IoU": 0.6047038821195806, + "TN": 105750476, + "TP": 2134, + "n_pred": 3194, + "n_ref": 2469 + }, + "12": { + "Dice": 0.7251461988304093, + "FN": 1304, + "FP": 1046, + "IoU": 0.5688073394495413, + "TN": 105748555, + "TP": 3100, + "n_pred": 4146, + "n_ref": 4404 + }, + "13": { + "Dice": 0.5790097328100492, + "FN": 38634, + "FP": 22831, + "IoU": 0.40746917567215835, + "TN": 105650272, + "TP": 42268, + "n_pred": 65099, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9598822987748887, + "FN": 10309, + "FP": 5288, + "IoU": 0.9228593049077843, + "TN": 105551816, + "TP": 186592, + "n_pred": 191880, + "n_ref": 196901 + }, + "15": { + "Dice": 0.875603051211564, + "FN": 3884, + "FP": 2949, + "IoU": 0.7787312587027622, + "TN": 105723124, + "TP": 24048, + "n_pred": 26997, + "n_ref": 27932 + }, + "2": { + "Dice": 0.9427177636806523, + "FN": 8147, + "FP": 9443, + "IoU": 0.8916424879722545, + "TN": 105591672, + "TP": 144743, + "n_pred": 154186, + "n_ref": 152890 + }, + "3": { + "Dice": 0.9532500587019478, + "FN": 7042, + "FP": 9085, + "IoU": 0.9106760087512809, + "TN": 105573460, + "TP": 164418, + "n_pred": 173503, + "n_ref": 171460 + }, + "4": { + "Dice": 0.6931498944619076, + "FN": 18031, + "FP": 2176, + "IoU": 0.5303973971647687, + "TN": 105710975, + "TP": 22823, + "n_pred": 24999, + "n_ref": 40854 + }, + "5": { + "Dice": 0.782188884012289, + "FN": 2563, + "FP": 2896, + "IoU": 0.6422908066312824, + "TN": 105738744, + "TP": 9802, + "n_pred": 12698, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9626556748326014, + "FN": 62704, + "FP": 51650, + "IoU": 0.9280001359984839, + "TN": 104165752, + "TP": 1473899, + "n_pred": 1525549, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.8906421064891549, + "FN": 19855, + "FP": 41176, + "IoU": 0.8028447011545494, + "TN": 105444447, + "TP": 248527, + "n_pred": 289703, + "n_ref": 268382 + }, + "8": { + "Dice": 0.9131379573618371, + "FN": 3154, + "FP": 13115, + "IoU": 0.8401599481249324, + "TN": 105652222, + "TP": 85514, + "n_pred": 98629, + "n_ref": 88668 + }, + "9": { + "Dice": 0.8394895178479885, + "FN": 12579, + "FP": 11217, + "IoU": 0.7233795219938621, + "TN": 105667981, + "TP": 62228, + "n_pred": 73445, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9694440715971987, + "FN": 7687, + "FP": 7793, + "IoU": 0.9407001064946408, + "TN": 96876834, + "TP": 245566, + "n_pred": 253359, + "n_ref": 253253 + }, + "10": { + "Dice": 0.846773301098976, + "FN": 13101, + "FP": 22899, + "IoU": 0.7342643921667048, + "TN": 97002407, + "TP": 99473, + "n_pred": 122372, + "n_ref": 112574 + }, + "11": { + "Dice": 0.83188484519283, + "FN": 498, + "FP": 740, + "IoU": 0.712159962799349, + "TN": 97133579, + "TP": 3063, + "n_pred": 3803, + "n_ref": 3561 + }, + "12": { + "Dice": 0.8445630420280187, + "FN": 720, + "FP": 678, + "IoU": 0.73094688221709, + "TN": 97132684, + "TP": 3798, + "n_pred": 4476, + "n_ref": 4518 + }, + "13": { + "Dice": 0.7710253319539488, + "FN": 9279, + "FP": 14846, + "IoU": 0.6273728433961973, + "TN": 97073137, + "TP": 40618, + "n_pred": 55464, + "n_ref": 49897 + }, + "14": { + "Dice": 0.9587934163023099, + "FN": 10309, + "FP": 11537, + "IoU": 0.9208483996492779, + "TN": 96861878, + "TP": 254156, + "n_pred": 265693, + "n_ref": 264465 + }, + "15": { + "Dice": 0.8506271866200188, + "FN": 2435, + "FP": 4567, + "IoU": 0.7400794387319499, + "TN": 97110941, + "TP": 19937, + "n_pred": 24504, + "n_ref": 22372 + }, + "2": { + "Dice": 0.9436566541055856, + "FN": 8036, + "FP": 7484, + "IoU": 0.8933238021266505, + "TN": 96992393, + "TP": 129967, + "n_pred": 137451, + "n_ref": 138003 + }, + "3": { + "Dice": 0.9450096154760057, + "FN": 9323, + "FP": 8034, + "IoU": 0.8957518754091666, + "TN": 96971383, + "TP": 149140, + "n_pred": 157174, + "n_ref": 158463 + }, + "4": { + "Dice": 0.9196133435774653, + "FN": 1762, + "FP": 2737, + "IoU": 0.8511890980054907, + "TN": 97107647, + "TP": 25734, + "n_pred": 28471, + "n_ref": 27496 + }, + "5": { + "Dice": 0.8475773889636609, + "FN": 2038, + "FP": 2492, + "IoU": 0.7354744525547445, + "TN": 97120755, + "TP": 12595, + "n_pred": 15087, + "n_ref": 14633 + }, + "6": { + "Dice": 0.9768329770256843, + "FN": 40471, + "FP": 28775, + "IoU": 0.954715071040953, + "TN": 95608762, + "TP": 1459872, + "n_pred": 1488647, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.9521050174388268, + "FN": 11567, + "FP": 12849, + "IoU": 0.908588201378515, + "TN": 96870781, + "TP": 242683, + "n_pred": 255532, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9360787480293767, + "FN": 6333, + "FP": 10291, + "IoU": 0.8798383774133158, + "TN": 96999533, + "TP": 121723, + "n_pred": 132014, + "n_ref": 128056 + }, + "9": { + "Dice": 0.8421073906892138, + "FN": 6083, + "FP": 17353, + "IoU": 0.7272759009926338, + "TN": 97051947, + "TP": 62497, + "n_pred": 79850, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9714065290377885, + "FN": 3525, + "FP": 6482, + "IoU": 0.9444027756943403, + "TN": 130586801, + "TP": 169984, + "n_pred": 176466, + "n_ref": 173509 + }, + "10": { + "Dice": 0.8893298713347808, + "FN": 8232, + "FP": 8945, + "IoU": 0.8007146752056431, + "TN": 130680599, + "TP": 69016, + "n_pred": 77961, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7917156978112497, + "FN": 685, + "FP": 1085, + "IoU": 0.6552395792754188, + "TN": 130761658, + "TP": 3364, + "n_pred": 4449, + "n_ref": 4049 + }, + "12": { + "Dice": 0.862933493469449, + "FN": 454, + "FP": 459, + "IoU": 0.7589120675996831, + "TN": 130763005, + "TP": 2874, + "n_pred": 3333, + "n_ref": 3328 + }, + "13": { + "Dice": 0.8569174207195259, + "FN": 10323, + "FP": 6723, + "IoU": 0.7496548685563225, + "TN": 130698702, + "TP": 51044, + "n_pred": 57767, + "n_ref": 61367 + }, + "14": { + "Dice": 0.9578047077290058, + "FN": 4436, + "FP": 9220, + "IoU": 0.9190261315054522, + "TN": 130598145, + "TP": 154991, + "n_pred": 164211, + "n_ref": 159427 + }, + "15": { + "Dice": 0.8795481145997659, + "FN": 2864, + "FP": 4237, + "IoU": 0.7849940957398492, + "TN": 130733765, + "TP": 25926, + "n_pred": 30163, + "n_ref": 28790 + }, + "2": { + "Dice": 0.9603451830828754, + "FN": 7972, + "FP": 5106, + "IoU": 0.9237154173253148, + "TN": 130595355, + "TP": 158359, + "n_pred": 163465, + "n_ref": 166331 + }, + "3": { + "Dice": 0.9582385696405371, + "FN": 4893, + "FP": 9154, + "IoU": 0.9198253474501299, + "TN": 130591587, + "TP": 161158, + "n_pred": 170312, + "n_ref": 166051 + }, + "4": { + "Dice": 0.8988535722147901, + "FN": 3396, + "FP": 2577, + "IoU": 0.8162888690677575, + "TN": 130734279, + "TP": 26540, + "n_pred": 29117, + "n_ref": 29936 + }, + "5": { + "Dice": 0.7839742989925454, + "FN": 6174, + "FP": 7678, + "IoU": 0.644702080180573, + "TN": 130727805, + "TP": 25135, + "n_pred": 32813, + "n_ref": 31309 + }, + "6": { + "Dice": 0.968025551473781, + "FN": 27336, + "FP": 59189, + "IoU": 0.9380324802190939, + "TN": 129370496, + "TP": 1309771, + "n_pred": 1368960, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.9423413162730068, + "FN": 21931, + "FP": 29909, + "IoU": 0.8909692046893337, + "TN": 130291330, + "TP": 423622, + "n_pred": 453531, + "n_ref": 445553 + }, + "8": { + "Dice": 0.915227144675612, + "FN": 10925, + "FP": 29699, + "IoU": 0.8437039516461025, + "TN": 130506875, + "TP": 219293, + "n_pred": 248992, + "n_ref": 230218 + }, + "9": { + "Dice": 0.9037382855398132, + "FN": 10272, + "FP": 9275, + "IoU": 0.8243818730683533, + "TN": 130655488, + "TP": 91757, + "n_pred": 101032, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9243917720035774, + "FN": 7562, + "FP": 24056, + "IoU": 0.8594130724766563, + "TN": 72011108, + "TP": 193282, + "n_pred": 217338, + "n_ref": 200844 + }, + "10": { + "Dice": 0.7075500929560008, + "FN": 21560, + "FP": 12418, + "IoU": 0.5474487553442282, + "TN": 72160927, + "TP": 41103, + "n_pred": 53521, + "n_ref": 62663 + }, + "11": { + "Dice": 0.7212795006826604, + "FN": 838, + "FP": 591, + "IoU": 0.5640634533251982, + "TN": 72232730, + "TP": 1849, + "n_pred": 2440, + "n_ref": 2687 + }, + "12": { + "Dice": 0.6639636318958103, + "FN": 1369, + "FP": 1366, + "IoU": 0.4969652381828214, + "TN": 72230571, + "TP": 2702, + "n_pred": 4068, + "n_ref": 4071 + }, + "13": { + "Dice": 0.6928240475449827, + "FN": 28121, + "FP": 9403, + "IoU": 0.5300159066143961, + "TN": 72156167, + "TP": 42317, + "n_pred": 51720, + "n_ref": 70438 + }, + "14": { + "Dice": 0.7076038019009505, + "FN": 20094, + "FP": 24328, + "IoU": 0.5475130636733114, + "TN": 72137835, + "TP": 53751, + "n_pred": 78079, + "n_ref": 73845 + }, + "15": { + "Dice": 0.5758025714515925, + "FN": 3304, + "FP": 33549, + "IoU": 0.404299684797543, + "TN": 72174143, + "TP": 25012, + "n_pred": 58561, + "n_ref": 28316 + }, + "2": { + "Dice": 0.9430497246080961, + "FN": 4873, + "FP": 9913, + "IoU": 0.8922366042796338, + "TN": 72098800, + "TP": 122422, + "n_pred": 132335, + "n_ref": 127295 + }, + "3": { + "Dice": 0.943587055122934, + "FN": 8057, + "FP": 11097, + "IoU": 0.8931990654778832, + "TN": 72056665, + "TP": 160189, + "n_pred": 171286, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 80696, + "IoU": 0.0, + "TN": 72155312, + "TP": 0, + "n_pred": 80696, + "n_ref": 0 + }, + "5": { + "Dice": 0.825097562211748, + "FN": 87, + "FP": 3364, + "IoU": 0.7022690018117504, + "TN": 72224417, + "TP": 8140, + "n_pred": 11504, + "n_ref": 8227 + }, + "6": { + "Dice": 0.9247043787440192, + "FN": 154478, + "FP": 66566, + "IoU": 0.8599536355071679, + "TN": 70657645, + "TP": 1357319, + "n_pred": 1423885, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.7166682521939735, + "FN": 98191, + "FP": 92421, + "IoU": 0.5584434838608049, + "TN": 71804326, + "TP": 241070, + "n_pred": 333491, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9371179298474687, + "FN": 4421, + "FP": 4055, + "IoU": 0.881676298964179, + "TN": 72164374, + "TP": 63158, + "n_pred": 67213, + "n_ref": 67579 + }, + "9": { + "Dice": 0.7457048081903439, + "FN": 15787, + "FP": 7288, + "IoU": 0.5945209812328671, + "TN": 72179100, + "TP": 33833, + "n_pred": 41121, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9377659126036251, + "FN": 5566, + "FP": 5507, + "IoU": 0.8828241568693849, + "TN": 52458621, + "TP": 83426, + "n_pred": 88933, + "n_ref": 88992 + }, + "10": { + "Dice": 0.47988489596798667, + "FN": 25838, + "FP": 20433, + "IoU": 0.3156898413120961, + "TN": 52485503, + "TP": 21346, + "n_pred": 41779, + "n_ref": 47184 + }, + "11": { + "Dice": 0.10039630118890357, + "FN": 1928, + "FP": 115, + "IoU": 0.05285118219749652, + "TN": 52550963, + "TP": 114, + "n_pred": 229, + "n_ref": 2042 + }, + "12": { + "Dice": 0.21163802029405673, + "FN": 3555, + "FP": 252, + "IoU": 0.11834182491894396, + "TN": 52548802, + "TP": 511, + "n_pred": 763, + "n_ref": 4066 + }, + "13": { + "Dice": 0.3837246226475009, + "FN": 12552, + "FP": 16559, + "IoU": 0.23741289883166553, + "TN": 52514946, + "TP": 9063, + "n_pred": 25622, + "n_ref": 21615 + }, + "14": { + "Dice": 0.869515278789697, + "FN": 5116, + "FP": 10107, + "IoU": 0.7691526143394395, + "TN": 52487176, + "TP": 50721, + "n_pred": 60828, + "n_ref": 55837 + }, + "15": { + "Dice": 0.35504778328662784, + "FN": 12916, + "FP": 31963, + "IoU": 0.2158407883701426, + "TN": 52495888, + "TP": 12353, + "n_pred": 44316, + "n_ref": 25269 + }, + "2": { + "Dice": 0.9444361508374884, + "FN": 8548, + "FP": 6340, + "IoU": 0.8947219550828761, + "TN": 52411704, + "TP": 126528, + "n_pred": 132868, + "n_ref": 135076 + }, + "3": { + "Dice": 0.9498011999258953, + "FN": 9796, + "FP": 4294, + "IoU": 0.9044013379741769, + "TN": 52405733, + "TP": 133297, + "n_pred": 137591, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 1362, + "IoU": 0.0, + "TN": 52549878, + "TP": 0, + "n_pred": 1362, + "n_ref": 1880 + }, + "5": { + "Dice": 0.8300960661945165, + "FN": 363, + "FP": 2060, + "IoU": 0.7095420762407096, + "TN": 52544778, + "TP": 5919, + "n_pred": 7979, + "n_ref": 6282 + }, + "6": { + "Dice": 0.9463687940108026, + "FN": 49379, + "FP": 32617, + "IoU": 0.8981973850350305, + "TN": 51747679, + "TP": 723445, + "n_pred": 756062, + "n_ref": 772824 + }, + "7": { + "Dice": 0.5817278159379013, + "FN": 109728, + "FP": 10112, + "IoU": 0.41016655510493366, + "TN": 52349944, + "TP": 83336, + "n_pred": 93448, + "n_ref": 193064 + }, + "8": { + "Dice": 0.9194314442254427, + "FN": 6587, + "FP": 2692, + "IoU": 0.8508774749292878, + "TN": 52490896, + "TP": 52945, + "n_pred": 55637, + "n_ref": 59532 + }, + "9": { + "Dice": 0.870085146641438, + "FN": 9114, + "FP": 11484, + "IoU": 0.77004487909438, + "TN": 52463546, + "TP": 68976, + "n_pred": 80460, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9748211404073774, + "FN": 11219, + "FP": 3323, + "IoU": 0.950879089327636, + "TN": 143841205, + "TP": 281503, + "n_pred": 284826, + "n_ref": 292722 + }, + "10": { + "Dice": 0.8969670280151777, + "FN": 10696, + "FP": 9425, + "IoU": 0.8131824259080442, + "TN": 144029546, + "TP": 87583, + "n_pred": 97008, + "n_ref": 98279 + }, + "11": { + "Dice": 0.7300150829562594, + "FN": 2263, + "FP": 959, + "IoU": 0.5748218527315915, + "TN": 144129672, + "TP": 4356, + "n_pred": 5315, + "n_ref": 6619 + }, + "12": { + "Dice": 0.6893169252719814, + "FN": 1781, + "FP": 1703, + "IoU": 0.5259218941352565, + "TN": 144129901, + "TP": 3865, + "n_pred": 5568, + "n_ref": 5646 + }, + "13": { + "Dice": 0.8909333139548967, + "FN": 12350, + "FP": 10163, + "IoU": 0.8033180738048644, + "TN": 144022786, + "TP": 91951, + "n_pred": 102114, + "n_ref": 104301 + }, + "14": { + "Dice": 0.9656473062066443, + "FN": 11481, + "FP": 16880, + "IoU": 0.9335764406096887, + "TN": 143710278, + "TP": 398611, + "n_pred": 415491, + "n_ref": 410092 + }, + "15": { + "Dice": 0.8709740301934198, + "FN": 2560, + "FP": 3397, + "IoU": 0.7714384376318919, + "TN": 144111187, + "TP": 20106, + "n_pred": 23503, + "n_ref": 22666 + }, + "2": { + "Dice": 0.9630976278868119, + "FN": 5861, + "FP": 4268, + "IoU": 0.9288218966304768, + "TN": 143994945, + "TP": 132176, + "n_pred": 136444, + "n_ref": 138037 + }, + "3": { + "Dice": 0.9633617406550451, + "FN": 6613, + "FP": 6134, + "IoU": 0.929313318286928, + "TN": 143956919, + "TP": 167584, + "n_pred": 173718, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9320754355917445, + "FN": 2463, + "FP": 4636, + "IoU": 0.8727914561158299, + "TN": 144081444, + "TP": 48707, + "n_pred": 53343, + "n_ref": 51170 + }, + "5": { + "Dice": 0.8000528873169603, + "FN": 7928, + "FP": 4170, + "IoU": 0.6667401245110463, + "TN": 144100948, + "TP": 24204, + "n_pred": 28374, + "n_ref": 32132 + }, + "6": { + "Dice": 0.9794120056412743, + "FN": 31473, + "FP": 24321, + "IoU": 0.9596546412998677, + "TN": 142754340, + "TP": 1327116, + "n_pred": 1351437, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.9489465153970826, + "FN": 14861, + "FP": 10339, + "IoU": 0.9028527370855821, + "TN": 143877850, + "TP": 234200, + "n_pred": 244539, + "n_ref": 249061 + }, + "8": { + "Dice": 0.9102368196061298, + "FN": 11397, + "FP": 31544, + "IoU": 0.8352611246024529, + "TN": 143876589, + "TP": 217720, + "n_pred": 249264, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8996634976297844, + "FN": 8772, + "FP": 10341, + "IoU": 0.8176257860134922, + "TN": 144032449, + "TP": 85688, + "n_pred": 96029, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9680413868726013, + "FN": 7431, + "FP": 6209, + "IoU": 0.9380622193160507, + "TN": 111558699, + "TP": 206581, + "n_pred": 212790, + "n_ref": 214012 + }, + "10": { + "Dice": 0.6894052545236404, + "FN": 17846, + "FP": 7524, + "IoU": 0.5260247356424915, + "TN": 111725394, + "TP": 28156, + "n_pred": 35680, + "n_ref": 46002 + }, + "11": { + "Dice": 0.7958220060094434, + "FN": 1014, + "FP": 413, + "IoU": 0.660884030418251, + "TN": 111774712, + "TP": 2781, + "n_pred": 3194, + "n_ref": 3795 + }, + "12": { + "Dice": 0.7162378431613936, + "FN": 1751, + "FP": 554, + "IoU": 0.5579209819716149, + "TN": 111773706, + "TP": 2909, + "n_pred": 3463, + "n_ref": 4660 + }, + "13": { + "Dice": 0.7657791233475092, + "FN": 9817, + "FP": 16564, + "IoU": 0.6204554936912829, + "TN": 111709413, + "TP": 43126, + "n_pred": 59690, + "n_ref": 52943 + }, + "14": { + "Dice": 0.888898638310474, + "FN": 10932, + "FP": 9327, + "IoU": 0.8000157942015538, + "TN": 111677617, + "TP": 81044, + "n_pred": 90371, + "n_ref": 91976 + }, + "15": { + "Dice": 0.7897652780714739, + "FN": 1395, + "FP": 3576, + "IoU": 0.6525719876991892, + "TN": 111764612, + "TP": 9337, + "n_pred": 12913, + "n_ref": 10732 + }, + "2": { + "Dice": 0.9672763723243264, + "FN": 7525, + "FP": 5925, + "IoU": 0.9366265537095847, + "TN": 111566686, + "TP": 198784, + "n_pred": 204709, + "n_ref": 206309 + }, + "3": { + "Dice": 0.9407591176284685, + "FN": 3904, + "FP": 3594, + "IoU": 0.8881446451747647, + "TN": 111711887, + "TP": 59535, + "n_pred": 63129, + "n_ref": 63439 + }, + "4": { + "Dice": 0.865070814830386, + "FN": 2218, + "FP": 2917, + "IoU": 0.7622244860159288, + "TN": 111757324, + "TP": 16461, + "n_pred": 19378, + "n_ref": 18679 + }, + "5": { + "Dice": 0.8217034090486636, + "FN": 4313, + "FP": 5279, + "IoU": 0.6973655150654677, + "TN": 111747225, + "TP": 22103, + "n_pred": 27382, + "n_ref": 26416 + }, + "6": { + "Dice": 0.973114029550201, + "FN": 24683, + "FP": 42183, + "IoU": 0.9476359182548334, + "TN": 110501976, + "TP": 1210078, + "n_pred": 1252261, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.9355128503930334, + "FN": 17625, + "FP": 12811, + "IoU": 0.8788390266039816, + "TN": 111527717, + "TP": 220767, + "n_pred": 233578, + "n_ref": 238392 + }, + "8": { + "Dice": 0.9223623637072741, + "FN": 30105, + "FP": 11500, + "IoU": 0.8559114238811967, + "TN": 111490174, + "TP": 247141, + "n_pred": 258641, + "n_ref": 277246 + }, + "9": { + "Dice": 0.8811742719588114, + "FN": 9141, + "FP": 10061, + "IoU": 0.7875884955752213, + "TN": 111688520, + "TP": 71198, + "n_pred": 81259, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9065674263206223, + "FN": 6941, + "FP": 25722, + "IoU": 0.8291022676140347, + "TN": 198896749, + "TP": 158463, + "n_pred": 184185, + "n_ref": 165404 + }, + "10": { + "Dice": 0.8000788373209021, + "FN": 16444, + "FP": 6886, + "IoU": 0.6667761701398311, + "TN": 199017862, + "TP": 46683, + "n_pred": 53569, + "n_ref": 63127 + }, + "11": { + "Dice": 0.7473856620889505, + "FN": 1469, + "FP": 536, + "IoU": 0.5966606316636491, + "TN": 199082904, + "TP": 2966, + "n_pred": 3502, + "n_ref": 4435 + }, + "12": { + "Dice": 0.7769431243292964, + "FN": 801, + "FP": 654, + "IoU": 0.635246929054901, + "TN": 199083886, + "TP": 2534, + "n_pred": 3188, + "n_ref": 3335 + }, + "13": { + "Dice": 0.5487268857667217, + "FN": 17804, + "FP": 11457, + "IoU": 0.37810035918471446, + "TN": 199040824, + "TP": 17790, + "n_pred": 29247, + "n_ref": 35594 + }, + "14": { + "Dice": 0.7060254582985207, + "FN": 18217, + "FP": 5709, + "IoU": 0.5456254629014187, + "TN": 199035218, + "TP": 28731, + "n_pred": 34440, + "n_ref": 46948 + }, + "15": { + "Dice": 0.8731688359070756, + "FN": 28476, + "FP": 3506, + "IoU": 0.7748887887831521, + "TN": 198945803, + "TP": 110090, + "n_pred": 113596, + "n_ref": 138566 + }, + "2": { + "Dice": 0.9395713687485044, + "FN": 3931, + "FP": 12231, + "IoU": 0.8860298006473496, + "TN": 198946066, + "TP": 125647, + "n_pred": 137878, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9595461488108226, + "FN": 6903, + "FP": 4221, + "IoU": 0.9222380672762353, + "TN": 198944823, + "TP": 131928, + "n_pred": 136149, + "n_ref": 138831 + }, + "4": { + "Dice": 0.881293195685492, + "FN": 1882, + "FP": 2223, + "IoU": 0.7877785245308381, + "TN": 199068532, + "TP": 15238, + "n_pred": 17461, + "n_ref": 17120 + }, + "5": { + "Dice": 0.7620494335736354, + "FN": 5269, + "FP": 3973, + "IoU": 0.6155733954494406, + "TN": 199063834, + "TP": 14799, + "n_pred": 18772, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9641018609531703, + "FN": 51081, + "FP": 31128, + "IoU": 0.9306917587865136, + "TN": 197901739, + "TP": 1103927, + "n_pred": 1135055, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.9217286823183872, + "FN": 11189, + "FP": 13435, + "IoU": 0.8548207368625855, + "TN": 198918264, + "TP": 144987, + "n_pred": 158422, + "n_ref": 156176 + }, + "8": { + "Dice": 0.9165730727004278, + "FN": 9407, + "FP": 10426, + "IoU": 0.8459943625224218, + "TN": 198959094, + "TP": 108948, + "n_pred": 119374, + "n_ref": 118355 + }, + "9": { + "Dice": 0.9205192945797177, + "FN": 8244, + "FP": 8188, + "IoU": 0.852742703003038, + "TN": 198976288, + "TP": 95155, + "n_pred": 103343, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9466661566958261, + "FN": 11119, + "FP": 8403, + "IoU": 0.8987332579443712, + "TN": 130882414, + "TP": 173256, + "n_pred": 181659, + "n_ref": 184375 + }, + "10": { + "Dice": 0.8439108267280168, + "FN": 12292, + "FP": 13761, + "IoU": 0.7299703571650671, + "TN": 130978710, + "TP": 70429, + "n_pred": 84190, + "n_ref": 82721 + }, + "11": { + "Dice": 0.7183985605038237, + "FN": 877, + "FP": 1627, + "IoU": 0.5605475605475605, + "TN": 131069494, + "TP": 3194, + "n_pred": 4821, + "n_ref": 4071 + }, + "12": { + "Dice": 0.7873750865736618, + "FN": 656, + "FP": 1493, + "IoU": 0.6493146214099217, + "TN": 131069064, + "TP": 3979, + "n_pred": 5472, + "n_ref": 4635 + }, + "13": { + "Dice": 0.6001388669283598, + "FN": 46509, + "FP": 11656, + "IoU": 0.4287131435755397, + "TN": 130973378, + "TP": 43649, + "n_pred": 55305, + "n_ref": 90158 + }, + "14": { + "Dice": 0.9115371338603891, + "FN": 2480, + "FP": 8027, + "IoU": 0.8374535891089109, + "TN": 131010552, + "TP": 54133, + "n_pred": 62160, + "n_ref": 56613 + }, + "15": { + "Dice": 0.8812173593846462, + "FN": 1172, + "FP": 5947, + "IoU": 0.7876573405714967, + "TN": 131041666, + "TP": 26407, + "n_pred": 32354, + "n_ref": 27579 + }, + "2": { + "Dice": 0.9378159034267439, + "FN": 6163, + "FP": 14272, + "IoU": 0.8829127704437111, + "TN": 130900664, + "TP": 154093, + "n_pred": 168365, + "n_ref": 160256 + }, + "3": { + "Dice": 0.9355649272599162, + "FN": 9491, + "FP": 15383, + "IoU": 0.8789309477106686, + "TN": 130869739, + "TP": 180579, + "n_pred": 195962, + "n_ref": 190070 + }, + "4": { + "Dice": 0.7923996400500107, + "FN": 23328, + "FP": 2741, + "IoU": 0.6561770485749331, + "TN": 130999371, + "TP": 49752, + "n_pred": 52493, + "n_ref": 73080 + }, + "5": { + "Dice": 0.7909029433747375, + "FN": 3588, + "FP": 2287, + "IoU": 0.654126928058401, + "TN": 131058206, + "TP": 11111, + "n_pred": 13398, + "n_ref": 14699 + }, + "6": { + "Dice": 0.9734772632706851, + "FN": 44325, + "FP": 33250, + "IoU": 0.9483250866633094, + "TN": 129573980, + "TP": 1423637, + "n_pred": 1456887, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.9393213896102488, + "FN": 40550, + "FP": 54619, + "IoU": 0.8855853039829765, + "TN": 130243402, + "TP": 736621, + "n_pred": 791240, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9224514368889126, + "FN": 7142, + "FP": 13210, + "IoU": 0.8560648387165216, + "TN": 130933795, + "TP": 121045, + "n_pred": 134255, + "n_ref": 128187 + }, + "9": { + "Dice": 0.7669841670346307, + "FN": 16907, + "FP": 12645, + "IoU": 0.62203918759912, + "TN": 130997004, + "TP": 48636, + "n_pred": 61281, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9848940768757802, + "FN": 4097, + "FP": 2389, + "IoU": 0.970237740160696, + "TN": 101399273, + "TP": 211441, + "n_pred": 213830, + "n_ref": 215538 + }, + "10": { + "Dice": 0.8956281579172732, + "FN": 3990, + "FP": 5760, + "IoU": 0.8109842389934668, + "TN": 101565617, + "TP": 41833, + "n_pred": 47593, + "n_ref": 45823 + }, + "11": { + "Dice": 0.8890214797136038, + "FN": 489, + "FP": 627, + "IoU": 0.8002148227712137, + "TN": 101611614, + "TP": 4470, + "n_pred": 5097, + "n_ref": 4959 + }, + "12": { + "Dice": 0.8664887834766282, + "FN": 1106, + "FP": 245, + "IoU": 0.7644289450741064, + "TN": 101611465, + "TP": 4384, + "n_pred": 4629, + "n_ref": 5490 + }, + "13": { + "Dice": 0.9225114118683431, + "FN": 2487, + "FP": 7189, + "IoU": 0.8561681506696595, + "TN": 101549927, + "TP": 57597, + "n_pred": 64786, + "n_ref": 60084 + }, + "14": { + "Dice": 0.9544807406416902, + "FN": 1097, + "FP": 4690, + "IoU": 0.9129250677099007, + "TN": 101550740, + "TP": 60673, + "n_pred": 65363, + "n_ref": 61770 + }, + "15": { + "Dice": 0.9080704115496965, + "FN": 3578, + "FP": 2433, + "IoU": 0.8316199333314659, + "TN": 101581501, + "TP": 29688, + "n_pred": 32121, + "n_ref": 33266 + }, + "2": { + "Dice": 0.9819618093371089, + "FN": 3286, + "FP": 2925, + "IoU": 0.9645628409064975, + "TN": 101441932, + "TP": 169057, + "n_pred": 171982, + "n_ref": 172343 + }, + "3": { + "Dice": 0.9835598466086585, + "FN": 2797, + "FP": 2892, + "IoU": 0.9676515073976778, + "TN": 101441334, + "TP": 170177, + "n_pred": 173069, + "n_ref": 172974 + }, + "4": { + "Dice": 0.9192312227331683, + "FN": 621, + "FP": 2119, + "IoU": 0.8505345843334061, + "TN": 101598868, + "TP": 15592, + "n_pred": 17711, + "n_ref": 16213 + }, + "5": { + "Dice": 0.8430843893232677, + "FN": 5355, + "FP": 3957, + "IoU": 0.7287345607084595, + "TN": 101582872, + "TP": 25016, + "n_pred": 28973, + "n_ref": 30371 + }, + "6": { + "Dice": 0.988934041642103, + "FN": 25630, + "FP": 8120, + "IoU": 0.9781103136419119, + "TN": 100075378, + "TP": 1508072, + "n_pred": 1516192, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.9691393246034907, + "FN": 22740, + "FP": 3059, + "IoU": 0.9401263892724611, + "TN": 101186309, + "TP": 405092, + "n_pred": 408151, + "n_ref": 427832 + }, + "8": { + "Dice": 0.9662458072897839, + "FN": 11424, + "FP": 3983, + "IoU": 0.9346959016984067, + "TN": 101381273, + "TP": 220520, + "n_pred": 224503, + "n_ref": 231944 + }, + "9": { + "Dice": 0.9486248803654947, + "FN": 2200, + "FP": 6335, + "IoU": 0.9022706193535089, + "TN": 101529867, + "TP": 78798, + "n_pred": 85133, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9795179696814853, + "FN": 4562, + "FP": 4096, + "IoU": 0.9598581264343835, + "TN": 118966527, + "TP": 207027, + "n_pred": 211123, + "n_ref": 211589 + }, + "10": { + "Dice": 0.8979307196835218, + "FN": 9930, + "FP": 6170, + "IoU": 0.8147679421983939, + "TN": 119095294, + "TP": 70818, + "n_pred": 76988, + "n_ref": 80748 + }, + "11": { + "Dice": 0.7289382015223842, + "FN": 1213, + "FP": 888, + "IoU": 0.573487616727568, + "TN": 119177286, + "TP": 2825, + "n_pred": 3713, + "n_ref": 4038 + }, + "12": { + "Dice": 0.7724739520232614, + "FN": 947, + "FP": 931, + "IoU": 0.6292933280694828, + "TN": 119177146, + "TP": 3188, + "n_pred": 4119, + "n_ref": 4135 + }, + "13": { + "Dice": 0.8082932447997832, + "FN": 3251, + "FP": 10896, + "IoU": 0.678265220258807, + "TN": 119138241, + "TP": 29824, + "n_pred": 40720, + "n_ref": 33075 + }, + "14": { + "Dice": 0.0, + "FN": 65867, + "FP": 1075, + "IoU": 0.0, + "TN": 119115270, + "TP": 0, + "n_pred": 1075, + "n_ref": 65867 + }, + "15": { + "Dice": 0.5652785796766744, + "FN": 5055, + "FP": 19039, + "IoU": 0.39399884302925126, + "TN": 119142453, + "TP": 15665, + "n_pred": 34704, + "n_ref": 20720 + }, + "2": { + "Dice": 0.9573481531670154, + "FN": 8388, + "FP": 8105, + "IoU": 0.9181858317087569, + "TN": 118980621, + "TP": 185098, + "n_pred": 193203, + "n_ref": 193486 + }, + "3": { + "Dice": 0.9695495996212355, + "FN": 8601, + "FP": 3233, + "IoU": 0.9408988528364456, + "TN": 118981979, + "TP": 188399, + "n_pred": 191632, + "n_ref": 197000 + }, + "4": { + "Dice": 0.8812492606175323, + "FN": 6091, + "FP": 3947, + "IoU": 0.7877083157093309, + "TN": 119134928, + "TP": 37246, + "n_pred": 41193, + "n_ref": 43337 + }, + "5": { + "Dice": 0.9071122348026822, + "FN": 1218, + "FP": 2162, + "IoU": 0.8300140816737075, + "TN": 119162328, + "TP": 16504, + "n_pred": 18666, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9762535643870062, + "FN": 45749, + "FP": 36620, + "IoU": 0.9536087554751288, + "TN": 117406683, + "TP": 1693160, + "n_pred": 1729780, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.9582286003862142, + "FN": 13046, + "FP": 11765, + "IoU": 0.9198069756392396, + "TN": 118872821, + "TP": 284580, + "n_pred": 296345, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9653863092616619, + "FN": 1059, + "FP": 4757, + "IoU": 0.9330886667203553, + "TN": 119095291, + "TP": 81105, + "n_pred": 85862, + "n_ref": 82164 + }, + "9": { + "Dice": 0.9486810039667716, + "FN": 5523, + "FP": 3132, + "IoU": 0.9023721701465264, + "TN": 119093559, + "TP": 79998, + "n_pred": 83130, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 40164, + "IoU": 0.0, + "TN": 61292316, + "TP": 0, + "n_pred": 40164, + "n_ref": 0 + }, + "10": { + "Dice": 0.8311270502610622, + "FN": 2910, + "FP": 9898, + "IoU": 0.7110499481117177, + "TN": 61288154, + "TP": 31518, + "n_pred": 41416, + "n_ref": 34428 + }, + "11": { + "Dice": 0.8821492537313432, + "FN": 170, + "FP": 817, + "IoU": 0.7891476180303354, + "TN": 61327799, + "TP": 3694, + "n_pred": 4511, + "n_ref": 3864 + }, + "12": { + "Dice": 0.8080217676106016, + "FN": 841, + "FP": 1064, + "IoU": 0.6778829895164018, + "TN": 61326566, + "TP": 4009, + "n_pred": 5073, + "n_ref": 4850 + }, + "13": { + "Dice": 0.6531856011029963, + "FN": 20007, + "FP": 14706, + "IoU": 0.48498560873564583, + "TN": 61265078, + "TP": 32689, + "n_pred": 47395, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9655928286166202, + "FN": 7156, + "FP": 11617, + "IoU": 0.9334746078038789, + "TN": 61050287, + "TP": 263420, + "n_pred": 275037, + "n_ref": 270576 + }, + "15": { + "Dice": 0.8797674676786129, + "FN": 11058, + "FP": 12768, + "IoU": 0.7853436159861616, + "TN": 61221484, + "TP": 87170, + "n_pred": 99938, + "n_ref": 98228 + }, + "2": { + "Dice": 0.9672270366100097, + "FN": 4907, + "FP": 5667, + "IoU": 0.9365340407781092, + "TN": 61165871, + "TP": 156035, + "n_pred": 161702, + "n_ref": 160942 + }, + "3": { + "Dice": 0.9722890257715163, + "FN": 3315, + "FP": 3829, + "IoU": 0.9460724368555339, + "TN": 61200006, + "TP": 125330, + "n_pred": 129159, + "n_ref": 128645 + }, + "4": { + "Dice": 0.958387732333183, + "FN": 1815, + "FP": 1691, + "IoU": 0.9201002734731085, + "TN": 61288600, + "TP": 40374, + "n_pred": 42065, + "n_ref": 42189 + }, + "5": { + "Dice": 0.8307977927904698, + "FN": 517, + "FP": 2764, + "IoU": 0.7105681016231475, + "TN": 61321144, + "TP": 8055, + "n_pred": 10819, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9827501932716527, + "FN": 23871, + "FP": 17631, + "IoU": 0.9660854067226108, + "TN": 60108759, + "TP": 1182219, + "n_pred": 1199850, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.608730161171733, + "FN": 105291, + "FP": 21894, + "IoU": 0.4375356556887684, + "TN": 61106359, + "TP": 98936, + "n_pred": 120830, + "n_ref": 204227 + }, + "8": { + "Dice": 0.9493186196399267, + "FN": 2381, + "FP": 6143, + "IoU": 0.9035266422201096, + "TN": 61244124, + "TP": 79832, + "n_pred": 85975, + "n_ref": 82213 + }, + "9": { + "Dice": 0.9041541808004138, + "FN": 3934, + "FP": 8668, + "IoU": 0.825074262235918, + "TN": 61260438, + "TP": 59440, + "n_pred": 68108, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9815375192112635, + "FN": 2486, + "FP": 4085, + "IoU": 0.9637444066188114, + "TN": 148926259, + "TP": 174670, + "n_pred": 178755, + "n_ref": 177156 + }, + "10": { + "Dice": 0.9054166694903194, + "FN": 5999, + "FP": 7958, + "IoU": 0.8271792966815255, + "TN": 149026740, + "TP": 66803, + "n_pred": 74761, + "n_ref": 72802 + }, + "11": { + "Dice": 0.8428828828828829, + "FN": 265, + "FP": 607, + "IoU": 0.7284335098100281, + "TN": 149104289, + "TP": 2339, + "n_pred": 2946, + "n_ref": 2604 + }, + "12": { + "Dice": 0.7247191011235955, + "FN": 678, + "FP": 400, + "IoU": 0.5682819383259912, + "TN": 149105003, + "TP": 1419, + "n_pred": 1819, + "n_ref": 2097 + }, + "13": { + "Dice": 0.7808051859840202, + "FN": 18843, + "FP": 17946, + "IoU": 0.640426925219669, + "TN": 149005187, + "TP": 65524, + "n_pred": 83470, + "n_ref": 84367 + }, + "14": { + "Dice": 0.9486645560206531, + "FN": 3772, + "FP": 5892, + "IoU": 0.902342407890216, + "TN": 149008542, + "TP": 89294, + "n_pred": 95186, + "n_ref": 93066 + }, + "15": { + "Dice": 0.9130857034748061, + "FN": 1846, + "FP": 5045, + "IoU": 0.8400714816190122, + "TN": 149064412, + "TP": 36197, + "n_pred": 41242, + "n_ref": 38043 + }, + "2": { + "Dice": 0.9778251382757396, + "FN": 2844, + "FP": 4148, + "IoU": 0.9566123907863384, + "TN": 148946348, + "TP": 154160, + "n_pred": 158308, + "n_ref": 157004 + }, + "3": { + "Dice": 0.8740622018698722, + "FN": 2824, + "FP": 13677, + "IoU": 0.7762970595013761, + "TN": 149033737, + "TP": 57262, + "n_pred": 70939, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9546108818731408, + "FN": 963, + "FP": 1402, + "IoU": 0.9131632091059299, + "TN": 149080265, + "TP": 24870, + "n_pred": 26272, + "n_ref": 25833 + }, + "5": { + "Dice": 0.7424732866938151, + "FN": 12384, + "FP": 2414, + "IoU": 0.5904234707998893, + "TN": 149071370, + "TP": 21332, + "n_pred": 23746, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9791481242590544, + "FN": 19136, + "FP": 27158, + "IoU": 0.959148087520903, + "TN": 147974285, + "TP": 1086921, + "n_pred": 1114079, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.9600139650689525, + "FN": 13906, + "FP": 7855, + "IoU": 0.923102746406208, + "TN": 148824512, + "TP": 261227, + "n_pred": 269082, + "n_ref": 275133 + }, + "8": { + "Dice": 0.9710362206383665, + "FN": 7880, + "FP": 5315, + "IoU": 0.9437030147366265, + "TN": 148873118, + "TP": 221187, + "n_pred": 226502, + "n_ref": 229067 + }, + "9": { + "Dice": 0.9226305165611524, + "FN": 7041, + "FP": 6451, + "IoU": 0.8563733526368456, + "TN": 149013562, + "TP": 80446, + "n_pred": 86897, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9848555182754251, + "FN": 12287, + "FP": 3177, + "IoU": 0.9701629039073398, + "TN": 100194519, + "TP": 502817, + "n_pred": 505994, + "n_ref": 515104 + }, + "10": { + "Dice": 0.5462016098121886, + "FN": 20658, + "FP": 8941, + "IoU": 0.3757065721758205, + "TN": 100665388, + "TP": 17813, + "n_pred": 26754, + "n_ref": 38471 + }, + "11": { + "Dice": 0.7278156996587031, + "FN": 922, + "FP": 992, + "IoU": 0.5720992622401073, + "TN": 100708327, + "TP": 2559, + "n_pred": 3551, + "n_ref": 3481 + }, + "12": { + "Dice": 0.7216529480933983, + "FN": 1577, + "FP": 1737, + "IoU": 0.5645203679369251, + "TN": 100705190, + "TP": 4296, + "n_pred": 6033, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0009188830466077901, + "FN": 39137, + "FP": 5, + "IoU": 0.00045965270684371806, + "TN": 100673640, + "TP": 18, + "n_pred": 23, + "n_ref": 39155 + }, + "14": { + "Dice": 0.8414492964548203, + "FN": 26699, + "FP": 21235, + "IoU": 0.726294752469594, + "TN": 100537670, + "TP": 127196, + "n_pred": 148431, + "n_ref": 153895 + }, + "15": { + "Dice": 0.9152051440288257, + "FN": 3319, + "FP": 13719, + "IoU": 0.8436665596182961, + "TN": 100603815, + "TP": 91947, + "n_pred": 105666, + "n_ref": 95266 + }, + "2": { + "Dice": 0.8393247674703, + "FN": 56424, + "FP": 11241, + "IoU": 0.7231348993645584, + "TN": 100468403, + "TP": 176732, + "n_pred": 187973, + "n_ref": 233156 + }, + "3": { + "Dice": 0.8663796607964617, + "FN": 10826, + "FP": 54912, + "IoU": 0.764259100542572, + "TN": 100433943, + "TP": 213119, + "n_pred": 268031, + "n_ref": 223945 + }, + "4": { + "Dice": 0.8794490358126722, + "FN": 1785, + "FP": 13531, + "IoU": 0.7848362670862425, + "TN": 100641617, + "TP": 55867, + "n_pred": 69398, + "n_ref": 57652 + }, + "5": { + "Dice": 0.7543112193142625, + "FN": 5319, + "FP": 1947, + "IoU": 0.6055374592833876, + "TN": 100694380, + "TP": 11154, + "n_pred": 13101, + "n_ref": 16473 + }, + "6": { + "Dice": 0.9650860807252678, + "FN": 65273, + "FP": 80362, + "IoU": 0.9325278776824263, + "TN": 98554353, + "TP": 2012812, + "n_pred": 2093174, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.7786353262672218, + "FN": 15016, + "FP": 74414, + "IoU": 0.6375125652582768, + "TN": 100466088, + "TP": 157282, + "n_pred": 231696, + "n_ref": 172298 + }, + "8": { + "Dice": 0.9559006182501535, + "FN": 2486, + "FP": 7065, + "IoU": 0.9155264670764605, + "TN": 100599735, + "TP": 103514, + "n_pred": 110579, + "n_ref": 106000 + }, + "9": { + "Dice": 0.8380514638692935, + "FN": 10142, + "FP": 25304, + "IoU": 0.721246628237089, + "TN": 100585641, + "TP": 91713, + "n_pred": 117017, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9753091870005866, + "FN": 511, + "FP": 3404, + "IoU": 0.9518082670671361, + "TN": 78869462, + "TP": 77323, + "n_pred": 80727, + "n_ref": 77834 + }, + "10": { + "Dice": 0.7750848416289593, + "FN": 11537, + "FP": 4369, + "IoU": 0.6327661441137765, + "TN": 78907387, + "TP": 27407, + "n_pred": 31776, + "n_ref": 38944 + }, + "11": { + "Dice": 0.702120717781403, + "FN": 292, + "FP": 621, + "IoU": 0.5409753645047762, + "TN": 78948711, + "TP": 1076, + "n_pred": 1697, + "n_ref": 1368 + }, + "12": { + "Dice": 0.5399725902238465, + "FN": 1378, + "FP": 636, + "IoU": 0.36983729662077597, + "TN": 78947504, + "TP": 1182, + "n_pred": 1818, + "n_ref": 2560 + }, + "13": { + "Dice": 0.6306002431198187, + "FN": 30614, + "FP": 3117, + "IoU": 0.46049390614503694, + "TN": 78888178, + "TP": 28791, + "n_pred": 31908, + "n_ref": 59405 + }, + "14": { + "Dice": 0.7274527983816588, + "FN": 10008, + "FP": 2926, + "IoU": 0.5716509355853618, + "TN": 78920505, + "TP": 17261, + "n_pred": 20187, + "n_ref": 27269 + }, + "15": { + "Dice": 0.9228692534541609, + "FN": 5450, + "FP": 3521, + "IoU": 0.8567848020434228, + "TN": 78888060, + "TP": 53669, + "n_pred": 57190, + "n_ref": 59119 + }, + "2": { + "Dice": 0.9694174977220441, + "FN": 3837, + "FP": 2238, + "IoU": 0.9406500649674185, + "TN": 78848341, + "TP": 96284, + "n_pred": 98522, + "n_ref": 100121 + }, + "3": { + "Dice": 0.9567398407657969, + "FN": 1521, + "FP": 5999, + "IoU": 0.9170673607128678, + "TN": 78860024, + "TP": 83156, + "n_pred": 89155, + "n_ref": 84677 + }, + "4": { + "Dice": 0.909467262229001, + "FN": 432, + "FP": 2892, + "IoU": 0.833966033966034, + "TN": 78930680, + "TP": 16696, + "n_pred": 19588, + "n_ref": 17128 + }, + "5": { + "Dice": 0.7508630042410495, + "FN": 11959, + "FP": 3197, + "IoU": 0.6011054086063956, + "TN": 78912705, + "TP": 22839, + "n_pred": 26036, + "n_ref": 34798 + }, + "6": { + "Dice": 0.97340378998462, + "FN": 17227, + "FP": 20471, + "IoU": 0.9481856454253195, + "TN": 78223141, + "TP": 689861, + "n_pred": 710332, + "n_ref": 707088 + }, + "7": { + "Dice": 0.9405601619342078, + "FN": 69191, + "FP": 13207, + "IoU": 0.8877900642771543, + "TN": 78216380, + "TP": 651922, + "n_pred": 665129, + "n_ref": 721113 + }, + "8": { + "Dice": 0.9415781728766268, + "FN": 35492, + "FP": 1192, + "IoU": 0.8896057779115257, + "TN": 78618400, + "TP": 295616, + "n_pred": 296808, + "n_ref": 331108 + }, + "9": { + "Dice": 0.8418433813418252, + "FN": 10521, + "FP": 6961, + "IoU": 0.7268821571966442, + "TN": 78886691, + "TP": 46527, + "n_pred": 53488, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9836675302069097, + "FN": 3534, + "FP": 1270, + "IoU": 0.9678599862180624, + "TN": 104854969, + "TP": 144667, + "n_pred": 145937, + "n_ref": 148201 + }, + "10": { + "Dice": 0.9290374178806056, + "FN": 5920, + "FP": 6502, + "IoU": 0.867478876845609, + "TN": 104910704, + "TP": 81314, + "n_pred": 87816, + "n_ref": 87234 + }, + "11": { + "Dice": 0.9086192665959203, + "FN": 478, + "FP": 297, + "IoU": 0.8325410544511668, + "TN": 104999812, + "TP": 3853, + "n_pred": 4150, + "n_ref": 4331 + }, + "12": { + "Dice": 0.8414393860831691, + "FN": 776, + "FP": 753, + "IoU": 0.726279985678482, + "TN": 104998854, + "TP": 4057, + "n_pred": 4810, + "n_ref": 4833 + }, + "13": { + "Dice": 0.9359498535294674, + "FN": 3534, + "FP": 6633, + "IoU": 0.8796106618038863, + "TN": 104919989, + "TP": 74284, + "n_pred": 80917, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9673635217822968, + "FN": 1390, + "FP": 3245, + "IoU": 0.9367899954996113, + "TN": 104931113, + "TP": 68692, + "n_pred": 71937, + "n_ref": 70082 + }, + "15": { + "Dice": 0.8568538976194181, + "FN": 2332, + "FP": 5028, + "IoU": 0.7495576425752007, + "TN": 104975052, + "TP": 22028, + "n_pred": 27056, + "n_ref": 24360 + }, + "2": { + "Dice": 0.9489358994172674, + "FN": 14177, + "FP": 2674, + "IoU": 0.9028335178522003, + "TN": 104831016, + "TP": 156573, + "n_pred": 159247, + "n_ref": 170750 + }, + "3": { + "Dice": 0.9540676409607453, + "FN": 2381, + "FP": 12174, + "IoU": 0.9121695420506043, + "TN": 104838723, + "TP": 151162, + "n_pred": 163336, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 19, + "IoU": 0.0, + "TN": 105004421, + "TP": 0, + "n_pred": 19, + "n_ref": 0 + }, + "5": { + "Dice": 0.8500569598817698, + "FN": 2471, + "FP": 7269, + "IoU": 0.7392165787571287, + "TN": 104967091, + "TP": 27609, + "n_pred": 34878, + "n_ref": 30080 + }, + "6": { + "Dice": 0.986438569610931, + "FN": 20993, + "FP": 12411, + "IoU": 0.9732400425224088, + "TN": 103756157, + "TP": 1214879, + "n_pred": 1227290, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.9715442251902789, + "FN": 8560, + "FP": 4417, + "IoU": 0.9446631046143218, + "TN": 104769931, + "TP": 221532, + "n_pred": 225949, + "n_ref": 230092 + }, + "8": { + "Dice": 0.9776441835599101, + "FN": 7758, + "FP": 8634, + "IoU": 0.9562660747254623, + "TN": 104629628, + "TP": 358420, + "n_pred": 367054, + "n_ref": 366178 + }, + "9": { + "Dice": 0.9389960537572095, + "FN": 8488, + "FP": 2565, + "IoU": 0.8850071265826736, + "TN": 104908321, + "TP": 85066, + "n_pred": 87631, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9872914283507817, + "FN": 9020, + "FP": 1512, + "IoU": 0.9749018187364167, + "TN": 177256656, + "TP": 409100, + "n_pred": 410612, + "n_ref": 418120 + }, + "10": { + "Dice": 0.8849700994787852, + "FN": 9733, + "FP": 6444, + "IoU": 0.7936738728397423, + "TN": 177597883, + "TP": 62228, + "n_pred": 68672, + "n_ref": 71961 + }, + "11": { + "Dice": 0.8518224139888725, + "FN": 992, + "FP": 313, + "IoU": 0.7418908227848101, + "TN": 177671232, + "TP": 3751, + "n_pred": 4064, + "n_ref": 4743 + }, + "12": { + "Dice": 0.8738192303867953, + "FN": 804, + "FP": 465, + "IoU": 0.7759138265936782, + "TN": 177670625, + "TP": 4394, + "n_pred": 4859, + "n_ref": 5198 + }, + "13": { + "Dice": 0.9328668805648975, + "FN": 4686, + "FP": 5734, + "IoU": 0.8741804218940555, + "TN": 177593471, + "TP": 72397, + "n_pred": 78131, + "n_ref": 77083 + }, + "14": { + "Dice": 0.960687864514698, + "FN": 2615, + "FP": 3411, + "IoU": 0.9243497037260219, + "TN": 177596632, + "TP": 73630, + "n_pred": 77041, + "n_ref": 76245 + }, + "15": { + "Dice": 0.8442784113252064, + "FN": 1699, + "FP": 6221, + "IoU": 0.7305205852330725, + "TN": 177646898, + "TP": 21470, + "n_pred": 27691, + "n_ref": 23169 + }, + "2": { + "Dice": 0.9815923625047126, + "FN": 4771, + "FP": 3090, + "IoU": 0.9638501581929217, + "TN": 177458832, + "TP": 209595, + "n_pred": 212685, + "n_ref": 214366 + }, + "3": { + "Dice": 0.9831562719604329, + "FN": 4883, + "FP": 2044, + "IoU": 0.9668705670790907, + "TN": 177467199, + "TP": 202162, + "n_pred": 204206, + "n_ref": 207045 + }, + "4": { + "Dice": 0.9542617116854326, + "FN": 1719, + "FP": 1417, + "IoU": 0.9125244072524408, + "TN": 177640438, + "TP": 32714, + "n_pred": 34131, + "n_ref": 34433 + }, + "5": { + "Dice": 0.791483484090488, + "FN": 7687, + "FP": 4692, + "IoU": 0.6549215287263401, + "TN": 177640415, + "TP": 23494, + "n_pred": 28186, + "n_ref": 31181 + }, + "6": { + "Dice": 0.960995249210382, + "FN": 97598, + "FP": 41047, + "IoU": 0.9249190135849228, + "TN": 175829682, + "TP": 1707961, + "n_pred": 1749008, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.8798615109754279, + "FN": 11386, + "FP": 86051, + "IoU": 0.7854935078086818, + "TN": 177222050, + "TP": 356801, + "n_pred": 442852, + "n_ref": 368187 + }, + "8": { + "Dice": 0.9674217263126469, + "FN": 5015, + "FP": 8080, + "IoU": 0.9368991687748464, + "TN": 177468763, + "TP": 194430, + "n_pred": 202510, + "n_ref": 199445 + }, + "9": { + "Dice": 0.9597382989431303, + "FN": 5548, + "FP": 5332, + "IoU": 0.9225931301403, + "TN": 177535732, + "TP": 129676, + "n_pred": 135008, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9820700612156719, + "FN": 4094, + "FP": 2587, + "IoU": 0.9647717625719091, + "TN": 193815886, + "TP": 182968, + "n_pred": 185555, + "n_ref": 187062 + }, + "10": { + "Dice": 0.9331738640718076, + "FN": 6682, + "FP": 4828, + "IoU": 0.8747197248405425, + "TN": 193913661, + "TP": 80364, + "n_pred": 85192, + "n_ref": 87046 + }, + "11": { + "Dice": 0.8776300286147113, + "FN": 505, + "FP": 222, + "IoU": 0.7819436112777445, + "TN": 194002201, + "TP": 2607, + "n_pred": 2829, + "n_ref": 3112 + }, + "12": { + "Dice": 0.8590021691973969, + "FN": 782, + "FP": 258, + "IoU": 0.752851711026616, + "TN": 194001327, + "TP": 3168, + "n_pred": 3426, + "n_ref": 3950 + }, + "13": { + "Dice": 0.8668161365157956, + "FN": 11204, + "FP": 5904, + "IoU": 0.7649386515711518, + "TN": 193932754, + "TP": 55673, + "n_pred": 61577, + "n_ref": 66877 + }, + "14": { + "Dice": 0.9370854424164866, + "FN": 1943, + "FP": 7988, + "IoU": 0.881618786506139, + "TN": 193921645, + "TP": 73959, + "n_pred": 81947, + "n_ref": 75902 + }, + "15": { + "Dice": 0.8705561590729972, + "FN": 531, + "FP": 5546, + "IoU": 0.7707830416415208, + "TN": 193979023, + "TP": 20435, + "n_pred": 25981, + "n_ref": 20966 + }, + "2": { + "Dice": 0.976873928176036, + "FN": 3896, + "FP": 2496, + "IoU": 0.9547933095229676, + "TN": 193864140, + "TP": 135003, + "n_pred": 137499, + "n_ref": 138899 + }, + "3": { + "Dice": 0.974366017341727, + "FN": 3304, + "FP": 3602, + "IoU": 0.9500133905629103, + "TN": 193867378, + "TP": 131251, + "n_pred": 134853, + "n_ref": 134555 + }, + "4": { + "Dice": 0.9525087075214158, + "FN": 792, + "FP": 1226, + "IoU": 0.9093237474724781, + "TN": 193983280, + "TP": 20237, + "n_pred": 21463, + "n_ref": 21029 + }, + "5": { + "Dice": 0.7979402827562365, + "FN": 5343, + "FP": 5762, + "IoU": 0.6638108500847663, + "TN": 193972503, + "TP": 21927, + "n_pred": 27689, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9743043259706293, + "FN": 19706, + "FP": 52319, + "IoU": 0.9498961052873957, + "TN": 192568022, + "TP": 1365488, + "n_pred": 1417807, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.9656745445210275, + "FN": 11638, + "FP": 10424, + "IoU": 0.9336273601367044, + "TN": 193673139, + "TP": 310334, + "n_pred": 320758, + "n_ref": 321972 + }, + "8": { + "Dice": 0.9706708831029393, + "FN": 9963, + "FP": 4023, + "IoU": 0.9430131404706122, + "TN": 193760110, + "TP": 231439, + "n_pred": 235462, + "n_ref": 241402 + }, + "9": { + "Dice": 0.9378156008333628, + "FN": 5464, + "FP": 6863, + "IoU": 0.8829122340425531, + "TN": 193900255, + "TP": 92953, + "n_pred": 99816, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9764984466989638, + "FN": 2080, + "FP": 3329, + "IoU": 0.954076174627702, + "TN": 99538018, + "TP": 112373, + "n_pred": 115702, + "n_ref": 114453 + }, + "10": { + "Dice": 0.898861859568743, + "FN": 9886, + "FP": 4021, + "IoU": 0.8163025387683935, + "TN": 99580094, + "TP": 61799, + "n_pred": 65820, + "n_ref": 71685 + }, + "11": { + "Dice": 0.8883714559649363, + "FN": 399, + "FP": 416, + "IoU": 0.799162148841794, + "TN": 99651742, + "TP": 3243, + "n_pred": 3659, + "n_ref": 3642 + }, + "12": { + "Dice": 0.8532591906085882, + "FN": 806, + "FP": 144, + "IoU": 0.744073275862069, + "TN": 99652088, + "TP": 2762, + "n_pred": 2906, + "n_ref": 3568 + }, + "13": { + "Dice": 0.8084198146595376, + "FN": 8312, + "FP": 9281, + "IoU": 0.67844348588975, + "TN": 99601088, + "TP": 37119, + "n_pred": 46400, + "n_ref": 45431 + }, + "14": { + "Dice": 0.8525181731902423, + "FN": 13269, + "FP": 872, + "IoU": 0.7429469933832619, + "TN": 99600788, + "TP": 40871, + "n_pred": 41743, + "n_ref": 54140 + }, + "15": { + "Dice": 0.844862694903421, + "FN": 8904, + "FP": 1762, + "IoU": 0.7313959052104057, + "TN": 99616091, + "TP": 29043, + "n_pred": 30805, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9680114690800988, + "FN": 4692, + "FP": 2582, + "IoU": 0.9380060340566246, + "TN": 99538466, + "TP": 110060, + "n_pred": 112642, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9688559072064705, + "FN": 4740, + "FP": 2915, + "IoU": 0.9395931315299391, + "TN": 99529076, + "TP": 119069, + "n_pred": 121984, + "n_ref": 123809 + }, + "4": { + "Dice": 0.939186446182576, + "FN": 1555, + "FP": 692, + "IoU": 0.8853454434125931, + "TN": 99636202, + "TP": 17351, + "n_pred": 18043, + "n_ref": 18906 + }, + "5": { + "Dice": 0.9147232368642877, + "FN": 455, + "FP": 759, + "IoU": 0.8428478964401295, + "TN": 99648075, + "TP": 6511, + "n_pred": 7270, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9761870968003565, + "FN": 30144, + "FP": 34449, + "IoU": 0.9534819240405688, + "TN": 98267243, + "TP": 1323964, + "n_pred": 1358413, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.9253624237161396, + "FN": 13522, + "FP": 11232, + "IoU": 0.8610925619370949, + "TN": 99477595, + "TP": 153451, + "n_pred": 164683, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9686065292937204, + "FN": 1974, + "FP": 4440, + "IoU": 0.9391241624114957, + "TN": 99550438, + "TP": 98948, + "n_pred": 103388, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9444819959876927, + "FN": 8202, + "FP": 2065, + "IoU": 0.8948042500435456, + "TN": 99558201, + "TP": 87332, + "n_pred": 89397, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9768929538167064, + "FN": 18717, + "FP": 1540, + "IoU": 0.9548296607486096, + "TN": 62635062, + "TP": 428201, + "n_pred": 429741, + "n_ref": 446918 + }, + "10": { + "Dice": 0.9339056408055227, + "FN": 5572, + "FP": 3667, + "IoU": 0.8760065492806528, + "TN": 63009008, + "TP": 65273, + "n_pred": 68940, + "n_ref": 70845 + }, + "11": { + "Dice": 0.8334079045488442, + "FN": 751, + "FP": 366, + "IoU": 0.7143952953208897, + "TN": 63079609, + "TP": 2794, + "n_pred": 3160, + "n_ref": 3545 + }, + "12": { + "Dice": 0.8805341849325011, + "FN": 469, + "FP": 354, + "IoU": 0.7865663900414938, + "TN": 63079664, + "TP": 3033, + "n_pred": 3387, + "n_ref": 3502 + }, + "13": { + "Dice": 0.837567730282962, + "FN": 7397, + "FP": 7442, + "IoU": 0.7205303501139424, + "TN": 63030423, + "TP": 38258, + "n_pred": 45700, + "n_ref": 45655 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9837911646586346, + "FN": 1490, + "FP": 2546, + "IoU": 0.9680994008757647, + "TN": 62957002, + "TP": 122482, + "n_pred": 125028, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9872714920466348, + "FN": 1160, + "FP": 2100, + "IoU": 0.9748629413442929, + "TN": 62953831, + "TP": 126429, + "n_pred": 128529, + "n_ref": 127589 + }, + "4": { + "Dice": 0.2172755867408662, + "FN": 15784, + "FP": 391, + "IoU": 0.12187839305103149, + "TN": 63065100, + "TP": 2245, + "n_pred": 2636, + "n_ref": 18029 + }, + "5": { + "Dice": 0.7658951256009424, + "FN": 4926, + "FP": 2427, + "IoU": 0.6206078117744183, + "TN": 63064139, + "TP": 12028, + "n_pred": 14455, + "n_ref": 16954 + }, + "6": { + "Dice": 0.9393074006029228, + "FN": 112501, + "FP": 18946, + "IoU": 0.8855604358292378, + "TN": 61934905, + "TP": 1017168, + "n_pred": 1036114, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.9135892413529524, + "FN": 3671, + "FP": 25269, + "IoU": 0.8409243318712004, + "TN": 62901594, + "TP": 152986, + "n_pred": 178255, + "n_ref": 156657 + }, + "8": { + "Dice": 0.953720695036175, + "FN": 7754, + "FP": 2359, + "IoU": 0.9115354671658633, + "TN": 62969203, + "TP": 104204, + "n_pred": 106563, + "n_ref": 111958 + }, + "9": { + "Dice": 0.9373420091751709, + "FN": 2842, + "FP": 2512, + "IoU": 0.8820730820907029, + "TN": 63038119, + "TP": 40047, + "n_pred": 42559, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9823368194101167, + "FN": 5857, + "FP": 5170, + "IoU": 0.9652867846124787, + "TN": 109291158, + "TP": 306633, + "n_pred": 311803, + "n_ref": 312490 + }, + "10": { + "Dice": 0.7237480141630411, + "FN": 18226, + "FP": 34984, + "IoU": 0.5670886487893778, + "TN": 109485906, + "TP": 69702, + "n_pred": 104686, + "n_ref": 87928 + }, + "11": { + "Dice": 0.8018208060397468, + "FN": 855, + "FP": 930, + "IoU": 0.6691994069681245, + "TN": 109603422, + "TP": 3611, + "n_pred": 4541, + "n_ref": 4466 + }, + "12": { + "Dice": 0.8806443739321455, + "FN": 473, + "FP": 505, + "IoU": 0.7867422590492804, + "TN": 109604232, + "TP": 3608, + "n_pred": 4113, + "n_ref": 4081 + }, + "13": { + "Dice": 0.8306913594950277, + "FN": 11030, + "FP": 17402, + "IoU": 0.710412401584828, + "TN": 109510637, + "TP": 69749, + "n_pred": 87151, + "n_ref": 80779 + }, + "14": { + "Dice": 0.9090815113454283, + "FN": 8976, + "FP": 8614, + "IoU": 0.8333175400360087, + "TN": 109503288, + "TP": 87940, + "n_pred": 96554, + "n_ref": 96916 + }, + "15": { + "Dice": 0.9423577042152893, + "FN": 4617, + "FP": 7485, + "IoU": 0.8909985048547188, + "TN": 109497792, + "TP": 98924, + "n_pred": 106409, + "n_ref": 103541 + }, + "2": { + "Dice": 0.9723209121705362, + "FN": 8121, + "FP": 3604, + "IoU": 0.9461328187811545, + "TN": 109391153, + "TP": 205940, + "n_pred": 209544, + "n_ref": 214061 + }, + "3": { + "Dice": 0.9761848475192978, + "FN": 8252, + "FP": 3333, + "IoU": 0.9534776323186893, + "TN": 109359798, + "TP": 237435, + "n_pred": 240768, + "n_ref": 245687 + }, + "4": { + "Dice": 0.6271989613761766, + "FN": 26135, + "FP": 2580, + "IoU": 0.4568753546434651, + "TN": 109555948, + "TP": 24155, + "n_pred": 26735, + "n_ref": 50290 + }, + "5": { + "Dice": 0.8434484335696318, + "FN": 1331, + "FP": 2092, + "IoU": 0.7292787092692186, + "TN": 109596174, + "TP": 9221, + "n_pred": 11313, + "n_ref": 10552 + }, + "6": { + "Dice": 0.972252584951195, + "FN": 30991, + "FP": 38615, + "IoU": 0.9460034350025832, + "TN": 108319736, + "TP": 1219476, + "n_pred": 1258091, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.8555418313648189, + "FN": 291293, + "FP": 14891, + "IoU": 0.7475518588723009, + "TN": 108395959, + "TP": 906675, + "n_pred": 921566, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9657380545362415, + "FN": 2701, + "FP": 3452, + "IoU": 0.9337460966943039, + "TN": 109515948, + "TP": 86717, + "n_pred": 90169, + "n_ref": 89418 + }, + "9": { + "Dice": 0.822919341611511, + "FN": 5530, + "FP": 15847, + "IoU": 0.6991189055286566, + "TN": 109537770, + "TP": 49671, + "n_pred": 65518, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9553768474553601, + "FN": 1633, + "FP": 3705, + "IoU": 0.9145660280725341, + "TN": 67004871, + "TP": 57143, + "n_pred": 60848, + "n_ref": 58776 + }, + "10": { + "Dice": 0.8291517639140018, + "FN": 15972, + "FP": 9918, + "IoU": 0.7081633113150123, + "TN": 66978638, + "TP": 62824, + "n_pred": 72742, + "n_ref": 78796 + }, + "11": { + "Dice": 0.7870991121579997, + "FN": 954, + "FP": 221, + "IoU": 0.6489393486704511, + "TN": 67064005, + "TP": 2172, + "n_pred": 2393, + "n_ref": 3126 + }, + "12": { + "Dice": 0.8156111929307805, + "FN": 542, + "FP": 710, + "IoU": 0.6886346679930365, + "TN": 67063331, + "TP": 2769, + "n_pred": 3479, + "n_ref": 3311 + }, + "13": { + "Dice": 0.6656767283349562, + "FN": 10865, + "FP": 16603, + "IoU": 0.4988871456197322, + "TN": 67012538, + "TP": 27346, + "n_pred": 43949, + "n_ref": 38211 + }, + "14": { + "Dice": 0.906609732455668, + "FN": 3925, + "FP": 10816, + "IoU": 0.8291730403745422, + "TN": 66981060, + "TP": 71551, + "n_pred": 82367, + "n_ref": 75476 + }, + "15": { + "Dice": 0.5655663186933759, + "FN": 13321, + "FP": 14395, + "IoU": 0.3942784710536093, + "TN": 67021595, + "TP": 18041, + "n_pred": 32436, + "n_ref": 31362 + }, + "2": { + "Dice": 0.9777794383381112, + "FN": 2103, + "FP": 4439, + "IoU": 0.9565249174292417, + "TN": 66916875, + "TP": 143935, + "n_pred": 148374, + "n_ref": 146038 + }, + "3": { + "Dice": 0.9824339717773309, + "FN": 2541, + "FP": 3103, + "IoU": 0.9654744208523732, + "TN": 66903879, + "TP": 157829, + "n_pred": 160932, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 0, + "IoU": 0.0, + "TN": 67054313, + "TP": 0, + "n_pred": 0, + "n_ref": 13039 + }, + "5": { + "Dice": 0.856283185840708, + "FN": 1664, + "FP": 772, + "IoU": 0.7486846177653977, + "TN": 67057659, + "TP": 7257, + "n_pred": 8029, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9803494847934487, + "FN": 23507, + "FP": 18841, + "IoU": 0.9614563717401335, + "TN": 65968649, + "TP": 1056355, + "n_pred": 1075196, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.9493400140468761, + "FN": 23829, + "FP": 11154, + "IoU": 0.9035654034027633, + "TN": 66704588, + "TP": 327781, + "n_pred": 338935, + "n_ref": 351610 + }, + "8": { + "Dice": 0.9700740775691233, + "FN": 3475, + "FP": 1599, + "IoU": 0.9418872332871394, + "TN": 66980039, + "TP": 82239, + "n_pred": 83838, + "n_ref": 85714 + }, + "9": { + "Dice": 0.92688551359639, + "FN": 2986, + "FP": 8745, + "IoU": 0.8637340426767648, + "TN": 66981263, + "TP": 74358, + "n_pred": 83103, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9531592785490597, + "FN": 9469, + "FP": 7313, + "IoU": 0.9105103183490642, + "TN": 74331750, + "TP": 170748, + "n_pred": 178061, + "n_ref": 180217 + }, + "10": { + "Dice": 0.833958651383031, + "FN": 7804, + "FP": 11447, + "IoU": 0.7152050417184449, + "TN": 74451684, + "TP": 48345, + "n_pred": 59792, + "n_ref": 56149 + }, + "11": { + "Dice": 0.7865058670143416, + "FN": 974, + "FP": 336, + "IoU": 0.648133225893097, + "TN": 74515557, + "TP": 2413, + "n_pred": 2749, + "n_ref": 3387 + }, + "12": { + "Dice": 0.7969072164948454, + "FN": 655, + "FP": 133, + "IoU": 0.662382176520994, + "TN": 74516946, + "TP": 1546, + "n_pred": 1679, + "n_ref": 2201 + }, + "13": { + "Dice": 0.6937734775184974, + "FN": 12416, + "FP": 14486, + "IoU": 0.531127997769102, + "TN": 74461904, + "TP": 30474, + "n_pred": 44960, + "n_ref": 42890 + }, + "14": { + "Dice": 0.7938649966747949, + "FN": 3276, + "FP": 11602, + "IoU": 0.6581891699404967, + "TN": 74475753, + "TP": 28649, + "n_pred": 40251, + "n_ref": 31925 + }, + "15": { + "Dice": 0.8610935010194816, + "FN": 5231, + "FP": 2876, + "IoU": 0.756070407702723, + "TN": 74486045, + "TP": 25128, + "n_pred": 28004, + "n_ref": 30359 + }, + "2": { + "Dice": 0.9786788254194805, + "FN": 1711, + "FP": 4354, + "IoU": 0.958247855598849, + "TN": 74374018, + "TP": 139197, + "n_pred": 143551, + "n_ref": 140908 + }, + "3": { + "Dice": 0.9820057697317428, + "FN": 2972, + "FP": 2623, + "IoU": 0.9646476772986908, + "TN": 74361016, + "TP": 152669, + "n_pred": 155292, + "n_ref": 155641 + }, + "4": { + "Dice": 0.7491498579214608, + "FN": 5237, + "FP": 148, + "IoU": 0.5989125577238195, + "TN": 74505854, + "TP": 8041, + "n_pred": 8189, + "n_ref": 13278 + }, + "5": { + "Dice": 0.74984241332733, + "FN": 1827, + "FP": 3729, + "IoU": 0.5997983144853418, + "TN": 74505397, + "TP": 8327, + "n_pred": 12056, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9823546822134521, + "FN": 36037, + "FP": 20361, + "IoU": 0.9653212814363894, + "TN": 72892980, + "TP": 1569902, + "n_pred": 1590263, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.8590574252180967, + "FN": 37454, + "FP": 5117, + "IoU": 0.7529366018989252, + "TN": 74346972, + "TP": 129737, + "n_pred": 134854, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9682106613697318, + "FN": 1744, + "FP": 2369, + "IoU": 0.9383801761850542, + "TN": 74452532, + "TP": 62635, + "n_pred": 65004, + "n_ref": 64379 + }, + "9": { + "Dice": 0.9537102378323054, + "FN": 4337, + "FP": 4256, + "IoU": 0.9115163622134811, + "TN": 74422166, + "TP": 88521, + "n_pred": 92777, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9534616494419393, + "FN": 3707, + "FP": 23550, + "IoU": 0.9110623121775817, + "TN": 65744707, + "TP": 279216, + "n_pred": 302766, + "n_ref": 282923 + }, + "10": { + "Dice": 0.8756067417742831, + "FN": 10204, + "FP": 10631, + "IoU": 0.7787370969797375, + "TN": 65957016, + "TP": 73329, + "n_pred": 83960, + "n_ref": 83533 + }, + "11": { + "Dice": 0.7947631882941856, + "FN": 541, + "FP": 1058, + "IoU": 0.6594249201277955, + "TN": 66046485, + "TP": 3096, + "n_pred": 4154, + "n_ref": 3637 + }, + "12": { + "Dice": 0.8471824259789876, + "FN": 365, + "FP": 595, + "IoU": 0.7348798674399337, + "TN": 66047559, + "TP": 2661, + "n_pred": 3256, + "n_ref": 3026 + }, + "13": { + "Dice": 0.8332072407875556, + "FN": 2472, + "FP": 15606, + "IoU": 0.7141004554655871, + "TN": 65987948, + "TP": 45154, + "n_pred": 60760, + "n_ref": 47626 + }, + "14": { + "Dice": 0.9710524980120798, + "FN": 1273, + "FP": 2149, + "IoU": 0.9437337630306817, + "TN": 65990362, + "TP": 57396, + "n_pred": 59545, + "n_ref": 58669 + }, + "15": { + "Dice": 0.87866144233824, + "FN": 3853, + "FP": 1876, + "IoU": 0.7835826533695981, + "TN": 66024708, + "TP": 20743, + "n_pred": 22619, + "n_ref": 24596 + }, + "2": { + "Dice": 0.9703170436396376, + "FN": 3303, + "FP": 5302, + "IoU": 0.9423454449216421, + "TN": 65901929, + "TP": 140646, + "n_pred": 145948, + "n_ref": 143949 + }, + "3": { + "Dice": 0.9735819043680208, + "FN": 3814, + "FP": 4490, + "IoU": 0.948523714177675, + "TN": 65889863, + "TP": 153013, + "n_pred": 157503, + "n_ref": 156827 + }, + "4": { + "Dice": 0.9013767731778238, + "FN": 1474, + "FP": 4665, + "IoU": 0.820460328137338, + "TN": 66016987, + "TP": 28054, + "n_pred": 32719, + "n_ref": 29528 + }, + "5": { + "Dice": 0.9355606175651734, + "FN": 738, + "FP": 535, + "IoU": 0.8789233403081606, + "TN": 66040666, + "TP": 9241, + "n_pred": 9776, + "n_ref": 9979 + }, + "6": { + "Dice": 0.9826746744261184, + "FN": 18273, + "FP": 17172, + "IoU": 0.9659394588174472, + "TN": 65010533, + "TP": 1005202, + "n_pred": 1022374, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.957639989120277, + "FN": 71680, + "FP": 8370, + "IoU": 0.9187228780122286, + "TN": 65066278, + "TP": 904852, + "n_pred": 913222, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9698717793344159, + "FN": 1270, + "FP": 3702, + "IoU": 0.9415058823529412, + "TN": 65966180, + "TP": 80028, + "n_pred": 83730, + "n_ref": 81298 + }, + "9": { + "Dice": 0.9387242199424941, + "FN": 3973, + "FP": 4658, + "IoU": 0.8845243032792368, + "TN": 65976437, + "TP": 66112, + "n_pred": 70770, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9868086801496758, + "FN": 2535, + "FP": 1505, + "IoU": 0.9739608510418882, + "TN": 113317389, + "TP": 151111, + "n_pred": 152616, + "n_ref": 153646 + }, + "10": { + "Dice": 0.9235544585004628, + "FN": 5735, + "FP": 6653, + "IoU": 0.8579667274332428, + "TN": 113385321, + "TP": 74831, + "n_pred": 81484, + "n_ref": 80566 + }, + "11": { + "Dice": 0.7208689927583937, + "FN": 1040, + "FP": 656, + "IoU": 0.5635615028306742, + "TN": 113468654, + "TP": 2190, + "n_pred": 2846, + "n_ref": 3230 + }, + "12": { + "Dice": 0.9107031347570875, + "FN": 437, + "FP": 278, + "IoU": 0.8360467782618666, + "TN": 113468179, + "TP": 3646, + "n_pred": 3924, + "n_ref": 4083 + }, + "13": { + "Dice": 0.8168476299819584, + "FN": 14622, + "FP": 13295, + "IoU": 0.6903993523416619, + "TN": 113382369, + "TP": 62254, + "n_pred": 75549, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9851160764181592, + "FN": 3581, + "FP": 4276, + "IoU": 0.9706687174050196, + "TN": 113204669, + "TP": 260014, + "n_pred": 264290, + "n_ref": 263595 + }, + "15": { + "Dice": 0.8235391560028161, + "FN": 1997, + "FP": 6525, + "IoU": 0.7000140805406928, + "TN": 113444132, + "TP": 19886, + "n_pred": 26411, + "n_ref": 21883 + }, + "2": { + "Dice": 0.9755044082572255, + "FN": 3774, + "FP": 2419, + "IoU": 0.952180191032145, + "TN": 113343033, + "TP": 123314, + "n_pred": 125733, + "n_ref": 127088 + }, + "3": { + "Dice": 0.9823301011191629, + "FN": 2025, + "FP": 2230, + "IoU": 0.9652738104953889, + "TN": 113350010, + "TP": 118275, + "n_pred": 120505, + "n_ref": 120300 + }, + "4": { + "Dice": 0.9128008051971818, + "FN": 1164, + "FP": 4554, + "IoU": 0.8395892947315267, + "TN": 113436894, + "TP": 29928, + "n_pred": 34482, + "n_ref": 31092 + }, + "5": { + "Dice": 0.8274536884138469, + "FN": 5266, + "FP": 6228, + "IoU": 0.7056895580478312, + "TN": 113433486, + "TP": 27560, + "n_pred": 33788, + "n_ref": 32826 + }, + "6": { + "Dice": 0.974775797914201, + "FN": 22666, + "FP": 35348, + "IoU": 0.9507928079838911, + "TN": 112293566, + "TP": 1120960, + "n_pred": 1156308, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.9447098100816552, + "FN": 11740, + "FP": 12406, + "IoU": 0.8952132968797466, + "TN": 113242110, + "TP": 206284, + "n_pred": 218690, + "n_ref": 218024 + }, + "8": { + "Dice": 0.9623449009618656, + "FN": 13774, + "FP": 1940, + "IoU": 0.9274227070766786, + "TN": 113256026, + "TP": 200800, + "n_pred": 202740, + "n_ref": 214574 + }, + "9": { + "Dice": 0.9332825662748084, + "FN": 8193, + "FP": 5825, + "IoU": 0.8749107652769845, + "TN": 113360476, + "TP": 98046, + "n_pred": 103871, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9421516513433562, + "FN": 3296, + "FP": 11918, + "IoU": 0.8906301669230658, + "TN": 75057622, + "TP": 123892, + "n_pred": 135810, + "n_ref": 127188 + }, + "10": { + "Dice": 0.922976891494371, + "FN": 12045, + "FP": 2644, + "IoU": 0.8569703697212242, + "TN": 75094029, + "TP": 88010, + "n_pred": 90654, + "n_ref": 100055 + }, + "11": { + "Dice": 0.8052469135802469, + "FN": 935, + "FP": 327, + "IoU": 0.673986050116249, + "TN": 75192857, + "TP": 2609, + "n_pred": 2936, + "n_ref": 3544 + }, + "12": { + "Dice": 0.7569664902998237, + "FN": 960, + "FP": 418, + "IoU": 0.6089670828603859, + "TN": 75193204, + "TP": 2146, + "n_pred": 2564, + "n_ref": 3106 + }, + "13": { + "Dice": 0.7949507283264828, + "FN": 9036, + "FP": 14810, + "IoU": 0.6596831739688882, + "TN": 75126658, + "TP": 46224, + "n_pred": 61034, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9589391827452132, + "FN": 2343, + "FP": 8851, + "IoU": 0.9211173515048589, + "TN": 75054821, + "TP": 130713, + "n_pred": 139564, + "n_ref": 133056 + }, + "15": { + "Dice": 0.8803221070427548, + "FN": 14451, + "FP": 1689, + "IoU": 0.7862279969801724, + "TN": 75121227, + "TP": 59361, + "n_pred": 61050, + "n_ref": 73812 + }, + "2": { + "Dice": 0.9626785079452386, + "FN": 2793, + "FP": 8335, + "IoU": 0.9280425743790698, + "TN": 75042081, + "TP": 143519, + "n_pred": 151854, + "n_ref": 146312 + }, + "3": { + "Dice": 0.9672290220904631, + "FN": 2981, + "FP": 6813, + "IoU": 0.9365377637240164, + "TN": 75042400, + "TP": 144534, + "n_pred": 151347, + "n_ref": 147515 + }, + "4": { + "Dice": 0.9470376301040833, + "FN": 1306, + "FP": 1340, + "IoU": 0.8994031099114169, + "TN": 75170425, + "TP": 23657, + "n_pred": 24997, + "n_ref": 24963 + }, + "5": { + "Dice": 0.925272345034083, + "FN": 439, + "FP": 734, + "IoU": 0.8609365737996444, + "TN": 75188293, + "TP": 7262, + "n_pred": 7996, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9861887251816479, + "FN": 22698, + "FP": 11861, + "IoU": 0.9727537557306675, + "TN": 73928333, + "TP": 1233836, + "n_pred": 1245697, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.9572137371356639, + "FN": 8857, + "FP": 3923, + "IoU": 0.9179385759325016, + "TN": 75040991, + "TP": 142957, + "n_pred": 146880, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9651088213962465, + "FN": 4233, + "FP": 1588, + "IoU": 0.932570342998135, + "TN": 75110401, + "TP": 80506, + "n_pred": 82094, + "n_ref": 84739 + }, + "9": { + "Dice": 0.9161660172620076, + "FN": 5636, + "FP": 7467, + "IoU": 0.8453010625737899, + "TN": 75112028, + "TP": 71597, + "n_pred": 79064, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9828015073044867, + "FN": 4071, + "FP": 3341, + "IoU": 0.9661845887129887, + "TN": 86708682, + "TP": 211778, + "n_pred": 215119, + "n_ref": 215849 + }, + "10": { + "Dice": 0.7526127905700692, + "FN": 10534, + "FP": 27789, + "IoU": 0.603351377086848, + "TN": 86831255, + "TP": 58294, + "n_pred": 86083, + "n_ref": 68828 + }, + "11": { + "Dice": 0.6927508401344215, + "FN": 1147, + "FP": 133, + "IoU": 0.5299302240176276, + "TN": 86925149, + "TP": 1443, + "n_pred": 1576, + "n_ref": 2590 + }, + "12": { + "Dice": 0.8216256664484145, + "FN": 523, + "FP": 1384, + "IoU": 0.6972535323067154, + "TN": 86921573, + "TP": 4392, + "n_pred": 5776, + "n_ref": 4915 + }, + "13": { + "Dice": 0.7045057743749099, + "FN": 11378, + "FP": 25518, + "IoU": 0.543812361676084, + "TN": 86846993, + "TP": 43983, + "n_pred": 69501, + "n_ref": 55361 + }, + "14": { + "Dice": 0.9226711247329804, + "FN": 8770, + "FP": 3719, + "IoU": 0.8564433256319184, + "TN": 86840875, + "TP": 74508, + "n_pred": 78227, + "n_ref": 83278 + }, + "15": { + "Dice": 0.9478723905565242, + "FN": 11792, + "FP": 4801, + "IoU": 0.900910100684367, + "TN": 86760418, + "TP": 150861, + "n_pred": 155662, + "n_ref": 162653 + }, + "2": { + "Dice": 0.9629235408905447, + "FN": 4803, + "FP": 4393, + "IoU": 0.9284981183715361, + "TN": 86799260, + "TP": 119416, + "n_pred": 123809, + "n_ref": 124219 + }, + "3": { + "Dice": 0.9706798085647695, + "FN": 6674, + "FP": 3214, + "IoU": 0.943029988765016, + "TN": 86754307, + "TP": 163677, + "n_pred": 166891, + "n_ref": 170351 + }, + "4": { + "Dice": 0.920680580206867, + "FN": 1479, + "FP": 1113, + "IoU": 0.8530195633683016, + "TN": 86910237, + "TP": 15043, + "n_pred": 16156, + "n_ref": 16522 + }, + "5": { + "Dice": 0.9109759232285152, + "FN": 157, + "FP": 882, + "IoU": 0.8365066876475217, + "TN": 86921517, + "TP": 5316, + "n_pred": 6198, + "n_ref": 5473 + }, + "6": { + "Dice": 0.9750014443572441, + "FN": 18310, + "FP": 40969, + "IoU": 0.9512222617190329, + "TN": 85712584, + "TP": 1156009, + "n_pred": 1196978, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.9521466737951269, + "FN": 81095, + "FP": 13603, + "IoU": 0.9086640753850753, + "TN": 85891062, + "TP": 942112, + "n_pred": 955715, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9594066498018842, + "FN": 1482, + "FP": 2995, + "IoU": 0.9219803774637088, + "TN": 86870489, + "TP": 52906, + "n_pred": 55901, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8840449606313939, + "FN": 3491, + "FP": 8909, + "IoU": 0.7921868977190836, + "TN": 86868203, + "TP": 47269, + "n_pred": 56178, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.815141063734248, + "FN": 3143, + "FP": 35555, + "IoU": 0.6879646502926995, + "TN": 37625582, + "TP": 85320, + "n_pred": 120875, + "n_ref": 88463 + }, + "10": { + "Dice": 0.8841255556464589, + "FN": 10614, + "FP": 2133, + "IoU": 0.7923163399970673, + "TN": 37688223, + "TP": 48630, + "n_pred": 50763, + "n_ref": 59244 + }, + "11": { + "Dice": 0.8559498956158664, + "FN": 333, + "FP": 426, + "IoU": 0.7481751824817519, + "TN": 37746586, + "TP": 2255, + "n_pred": 2681, + "n_ref": 2588 + }, + "12": { + "Dice": 0.8444227005870841, + "FN": 328, + "FP": 626, + "IoU": 0.7307366638441999, + "TN": 37746057, + "TP": 2589, + "n_pred": 3215, + "n_ref": 2917 + }, + "13": { + "Dice": 0.8721859741606534, + "FN": 4515, + "FP": 7317, + "IoU": 0.7733420175472204, + "TN": 37697398, + "TP": 40370, + "n_pred": 47687, + "n_ref": 44885 + }, + "14": { + "Dice": 0.7353034417695072, + "FN": 4018, + "FP": 65283, + "IoU": 0.5814070078583207, + "TN": 37584043, + "TP": 96256, + "n_pred": 161539, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1316, + "IoU": 0.0, + "TN": 37748284, + "TP": 0, + "n_pred": 1316, + "n_ref": 0 + }, + "2": { + "Dice": 0.9488649020838819, + "FN": 6524, + "FP": 3576, + "IoU": 0.9027049938347719, + "TN": 37645792, + "TP": 93708, + "n_pred": 97284, + "n_ref": 100232 + }, + "3": { + "Dice": 0.9644917406065447, + "FN": 4183, + "FP": 2040, + "IoU": 0.9314186843584347, + "TN": 37658861, + "TP": 84516, + "n_pred": 86556, + "n_ref": 88699 + }, + "4": { + "Dice": 0.7978718114464721, + "FN": 3671, + "FP": 394, + "IoU": 0.6637160820648577, + "TN": 37737512, + "TP": 8023, + "n_pred": 8417, + "n_ref": 11694 + }, + "5": { + "Dice": 0.866503617650056, + "FN": 1546, + "FP": 1074, + "IoU": 0.7644520363211363, + "TN": 37738477, + "TP": 8503, + "n_pred": 9577, + "n_ref": 10049 + }, + "6": { + "Dice": 0.9492700010729607, + "FN": 65710, + "FP": 6629, + "IoU": 0.9034385637055329, + "TN": 37000450, + "TP": 676811, + "n_pred": 683440, + "n_ref": 742521 + }, + "7": { + "Dice": 0.9521881547496089, + "FN": 22621, + "FP": 9783, + "IoU": 0.9087396359048305, + "TN": 37394528, + "TP": 322668, + "n_pred": 332451, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9491398225585906, + "FN": 3467, + "FP": 4530, + "IoU": 0.9032027694393338, + "TN": 37666984, + "TP": 74619, + "n_pred": 79149, + "n_ref": 78086 + }, + "9": { + "Dice": 0.9385296754852325, + "FN": 2959, + "FP": 3828, + "IoU": 0.8841789109029164, + "TN": 37691001, + "TP": 51812, + "n_pred": 55640, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.978059557725533, + "FN": 6117, + "FP": 2493, + "IoU": 0.9570612114623126, + "TN": 75706170, + "TP": 191908, + "n_pred": 194401, + "n_ref": 198025 + }, + "10": { + "Dice": 0.9312831702115293, + "FN": 9967, + "FP": 5402, + "IoU": 0.8714031109586405, + "TN": 75787175, + "TP": 104144, + "n_pred": 109546, + "n_ref": 114111 + }, + "11": { + "Dice": 0.7686398553999096, + "FN": 940, + "FP": 1108, + "IoU": 0.6242201834862385, + "TN": 75901238, + "TP": 3402, + "n_pred": 4510, + "n_ref": 4342 + }, + "12": { + "Dice": 0.9168951697954019, + "FN": 237, + "FP": 551, + "IoU": 0.8465433300876339, + "TN": 75901553, + "TP": 4347, + "n_pred": 4898, + "n_ref": 4584 + }, + "13": { + "Dice": 0.8652389367407719, + "FN": 6493, + "FP": 4412, + "IoU": 0.7624855705355782, + "TN": 75860775, + "TP": 35008, + "n_pred": 39420, + "n_ref": 41501 + }, + "14": { + "Dice": 0.9394030356208245, + "FN": 1629, + "FP": 14117, + "IoU": 0.8857304585731184, + "TN": 75768891, + "TP": 122051, + "n_pred": 136168, + "n_ref": 123680 + }, + "15": { + "Dice": 0.8838239169540658, + "FN": 32994, + "FP": 7564, + "IoU": 0.7918319791821714, + "TN": 75711855, + "TP": 154275, + "n_pred": 161839, + "n_ref": 187269 + }, + "2": { + "Dice": 0.9663055779275768, + "FN": 6145, + "FP": 6866, + "IoU": 0.9348077703566007, + "TN": 75707109, + "TP": 186568, + "n_pred": 193434, + "n_ref": 192713 + }, + "3": { + "Dice": 0.9734402873296066, + "FN": 6224, + "FP": 7146, + "IoU": 0.9482549093977135, + "TN": 75648306, + "TP": 245012, + "n_pred": 252158, + "n_ref": 251236 + }, + "4": { + "Dice": 0.9481724492162905, + "FN": 1564, + "FP": 1564, + "IoU": 0.901452380202262, + "TN": 75874947, + "TP": 28613, + "n_pred": 30177, + "n_ref": 30177 + }, + "5": { + "Dice": 0.9159935379644588, + "FN": 557, + "FP": 1107, + "IoU": 0.8450074515648286, + "TN": 75895952, + "TP": 9072, + "n_pred": 10179, + "n_ref": 9629 + }, + "6": { + "Dice": 0.982706496061424, + "FN": 41544, + "FP": 17071, + "IoU": 0.9660009547458583, + "TN": 74182669, + "TP": 1665404, + "n_pred": 1682475, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.9599204350240891, + "FN": 13621, + "FP": 8100, + "IoU": 0.9229298097461627, + "TN": 75624854, + "TP": 260113, + "n_pred": 268213, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9695953304003136, + "FN": 2711, + "FP": 2873, + "IoU": 0.9409849926019869, + "TN": 75812068, + "TP": 89036, + "n_pred": 91909, + "n_ref": 91747 + }, + "9": { + "Dice": 0.9218330640530905, + "FN": 8709, + "FP": 2999, + "IoU": 0.8550003096166945, + "TN": 75825943, + "TP": 69037, + "n_pred": 72036, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9825885175772309, + "FN": 1679, + "FP": 1630, + "IoU": 0.9657729783404704, + "TN": 61291072, + "TP": 93369, + "n_pred": 94999, + "n_ref": 95048 + }, + "10": { + "Dice": 0.9311825446243255, + "FN": 6270, + "FP": 4340, + "IoU": 0.8712269246173825, + "TN": 61305357, + "TP": 71783, + "n_pred": 76123, + "n_ref": 78053 + }, + "11": { + "Dice": 0.9062316284538506, + "FN": 259, + "FP": 379, + "IoU": 0.8285407148615963, + "TN": 61384029, + "TP": 3083, + "n_pred": 3462, + "n_ref": 3342 + }, + "12": { + "Dice": 0.9003205617462983, + "FN": 420, + "FP": 233, + "IoU": 0.8187118267629095, + "TN": 61384148, + "TP": 2949, + "n_pred": 3182, + "n_ref": 3369 + }, + "13": { + "Dice": 0.8819752694990488, + "FN": 6074, + "FP": 2860, + "IoU": 0.7888691953208082, + "TN": 61345435, + "TP": 33381, + "n_pred": 36241, + "n_ref": 39455 + }, + "14": { + "Dice": 0.9413574819764375, + "FN": 2218, + "FP": 5786, + "IoU": 0.8892118594801096, + "TN": 61315504, + "TP": 64242, + "n_pred": 70028, + "n_ref": 66460 + }, + "15": { + "Dice": 0.9262917485843448, + "FN": 3390, + "FP": 2871, + "IoU": 0.8627033902021841, + "TN": 61342148, + "TP": 39341, + "n_pred": 42212, + "n_ref": 42731 + }, + "2": { + "Dice": 0.9780822434844968, + "FN": 3595, + "FP": 2212, + "IoU": 0.9571046566599692, + "TN": 61252374, + "TP": 129569, + "n_pred": 131781, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9814387154674867, + "FN": 2938, + "FP": 2005, + "IoU": 0.9635539170506913, + "TN": 61252125, + "TP": 130682, + "n_pred": 132687, + "n_ref": 133620 + }, + "4": { + "Dice": 0.9022076904369444, + "FN": 2282, + "FP": 1337, + "IoU": 0.8218382316742973, + "TN": 61367437, + "TP": 16694, + "n_pred": 18031, + "n_ref": 18976 + }, + "5": { + "Dice": 0.8527250167032547, + "FN": 5360, + "FP": 2355, + "IoU": 0.743261231281198, + "TN": 61357700, + "TP": 22335, + "n_pred": 24690, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9796218170289864, + "FN": 24425, + "FP": 15942, + "IoU": 0.9600575878412475, + "TN": 60377120, + "TP": 970263, + "n_pred": 986205, + "n_ref": 994688 + }, + "7": { + "Dice": 0.9556832776599924, + "FN": 8619, + "FP": 7288, + "IoU": 0.9151278124883285, + "TN": 61200327, + "TP": 171516, + "n_pred": 178804, + "n_ref": 180135 + }, + "8": { + "Dice": 0.9761300403288063, + "FN": 9232, + "FP": 2363, + "IoU": 0.9533730637455967, + "TN": 61139074, + "TP": 237081, + "n_pred": 239444, + "n_ref": 246313 + }, + "9": { + "Dice": 0.9603634555968764, + "FN": 3407, + "FP": 2892, + "IoU": 0.9237492282923169, + "TN": 61305141, + "TP": 76310, + "n_pred": 79202, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9804623935984533, + "FN": 2947, + "FP": 4329, + "IoU": 0.9616735934430028, + "TN": 39558957, + "TP": 182567, + "n_pred": 186896, + "n_ref": 185514 + }, + "10": { + "Dice": 0.9073106676943279, + "FN": 4156, + "FP": 5585, + "IoU": 0.8303464130832332, + "TN": 39691383, + "TP": 47676, + "n_pred": 53261, + "n_ref": 51832 + }, + "11": { + "Dice": 0.8739523969158565, + "FN": 424, + "FP": 328, + "IoU": 0.776123846382852, + "TN": 39745441, + "TP": 2607, + "n_pred": 2935, + "n_ref": 3031 + }, + "12": { + "Dice": 0.8970630168234959, + "FN": 314, + "FP": 408, + "IoU": 0.8133402275077559, + "TN": 39744932, + "TP": 3146, + "n_pred": 3554, + "n_ref": 3460 + }, + "13": { + "Dice": 0.9096777925608839, + "FN": 4497, + "FP": 3310, + "IoU": 0.8343201544958724, + "TN": 39701679, + "TP": 39314, + "n_pred": 42624, + "n_ref": 43811 + }, + "14": { + "Dice": 0.6070980687233509, + "FN": 9128, + "FP": 22202, + "IoU": 0.43585126496803817, + "TN": 39693265, + "TP": 24205, + "n_pred": 46407, + "n_ref": 33333 + }, + "15": { + "Dice": 0.9459518787520161, + "FN": 2159, + "FP": 3504, + "IoU": 0.8974465773270555, + "TN": 39693580, + "TP": 49557, + "n_pred": 53061, + "n_ref": 51716 + }, + "2": { + "Dice": 0.9697572201517004, + "FN": 3228, + "FP": 3921, + "IoU": 0.9412899940871164, + "TN": 39627032, + "TP": 114619, + "n_pred": 118540, + "n_ref": 117847 + }, + "3": { + "Dice": 0.9700763052358103, + "FN": 3775, + "FP": 4276, + "IoU": 0.9418914334793687, + "TN": 39610249, + "TP": 130500, + "n_pred": 134776, + "n_ref": 134275 + }, + "4": { + "Dice": 0.9299478576286556, + "FN": 1212, + "FP": 2187, + "IoU": 0.8690677966101695, + "TN": 39722840, + "TP": 22561, + "n_pred": 24748, + "n_ref": 23773 + }, + "5": { + "Dice": 0.882794186591655, + "FN": 875, + "FP": 625, + "IoU": 0.790180444817457, + "TN": 39741651, + "TP": 5649, + "n_pred": 6274, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9811951220558398, + "FN": 12981, + "FP": 22091, + "IoU": 0.9630844367724144, + "TN": 38798740, + "TP": 914988, + "n_pred": 937079, + "n_ref": 927969 + }, + "7": { + "Dice": 0.9768941947972856, + "FN": 13461, + "FP": 20533, + "IoU": 0.9548320318676398, + "TN": 38996187, + "TP": 718619, + "n_pred": 739152, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9652800390752198, + "FN": 2104, + "FP": 1308, + "IoU": 0.9328901302073089, + "TN": 39697958, + "TP": 47430, + "n_pred": 48738, + "n_ref": 49534 + }, + "9": { + "Dice": 0.9289900154952058, + "FN": 1760, + "FP": 4335, + "IoU": 0.8673962231311461, + "TN": 39702836, + "TP": 39869, + "n_pred": 44204, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9762931366754889, + "FN": 1970, + "FP": 2643, + "IoU": 0.9536842739384933, + "TN": 101297009, + "TP": 94986, + "n_pred": 97629, + "n_ref": 96956 + }, + "10": { + "Dice": 0.9156073925211752, + "FN": 8127, + "FP": 5563, + "IoU": 0.84435045592014, + "TN": 101308654, + "TP": 74264, + "n_pred": 79827, + "n_ref": 82391 + }, + "11": { + "Dice": 0.7935015837335241, + "FN": 1646, + "FP": 375, + "IoU": 0.6576897018970189, + "TN": 101390704, + "TP": 3883, + "n_pred": 4258, + "n_ref": 5529 + }, + "12": { + "Dice": 0.8783450370089201, + "FN": 597, + "FP": 685, + "IoU": 0.7830795262267344, + "TN": 101390698, + "TP": 4628, + "n_pred": 5313, + "n_ref": 5225 + }, + "13": { + "Dice": 0.9545000713165026, + "FN": 3101, + "FP": 1365, + "IoU": 0.9129604365620737, + "TN": 101345298, + "TP": 46844, + "n_pred": 48209, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9865965446346423, + "FN": 1847, + "FP": 2873, + "IoU": 0.9735476422654875, + "TN": 101218174, + "TP": 173714, + "n_pred": 176587, + "n_ref": 175561 + }, + "15": { + "Dice": 0.9366358566954396, + "FN": 2351, + "FP": 967, + "IoU": 0.8808232462914407, + "TN": 101368767, + "TP": 24523, + "n_pred": 25490, + "n_ref": 26874 + }, + "2": { + "Dice": 0.9820144083774265, + "FN": 4125, + "FP": 2381, + "IoU": 0.9646643493373886, + "TN": 101212488, + "TP": 177614, + "n_pred": 179995, + "n_ref": 181739 + }, + "3": { + "Dice": 0.9816699397143359, + "FN": 2467, + "FP": 3684, + "IoU": 0.9639997658902025, + "TN": 101225748, + "TP": 164709, + "n_pred": 168393, + "n_ref": 167176 + }, + "4": { + "Dice": 0.9568447289966278, + "FN": 357, + "FP": 526, + "IoU": 0.91726011994003, + "TN": 101385936, + "TP": 9789, + "n_pred": 10315, + "n_ref": 10146 + }, + "5": { + "Dice": 0.8698405129020294, + "FN": 5683, + "FP": 4143, + "IoU": 0.7696617360932042, + "TN": 101353949, + "TP": 32833, + "n_pred": 36976, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9847781777656205, + "FN": 35852, + "FP": 19629, + "IoU": 0.9700128151286621, + "TN": 99546451, + "TP": 1794676, + "n_pred": 1814305, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.9669528101366649, + "FN": 14281, + "FP": 16255, + "IoU": 0.9360199801371958, + "TN": 100919334, + "TP": 446738, + "n_pred": 462993, + "n_ref": 461019 + }, + "8": { + "Dice": 0.977702472417789, + "FN": 4711, + "FP": 6738, + "IoU": 0.9563776161428348, + "TN": 101134151, + "TP": 251008, + "n_pred": 257746, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9544680851063829, + "FN": 3628, + "FP": 4290, + "IoU": 0.9129019129019129, + "TN": 101305699, + "TP": 82991, + "n_pred": 87281, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9713411510612081, + "FN": 6518, + "FP": 5902, + "IoU": 0.9442791962206759, + "TN": 73660607, + "TP": 210477, + "n_pred": 216379, + "n_ref": 216995 + }, + "10": { + "Dice": 0.41276634327681566, + "FN": 53079, + "FP": 11687, + "IoU": 0.26005392560095053, + "TN": 73795976, + "TP": 22762, + "n_pred": 34449, + "n_ref": 75841 + }, + "11": { + "Dice": 0.689893862482695, + "FN": 1774, + "FP": 2258, + "IoU": 0.5265938710813667, + "TN": 73874987, + "TP": 4485, + "n_pred": 6743, + "n_ref": 6259 + }, + "12": { + "Dice": 0.7266706803130644, + "FN": 1920, + "FP": 804, + "IoU": 0.5706855791962175, + "TN": 73877159, + "TP": 3621, + "n_pred": 4425, + "n_ref": 5541 + }, + "13": { + "Dice": 0.034205308602494405, + "FN": 59902, + "FP": 15599, + "IoU": 0.01740024467060569, + "TN": 73806666, + "TP": 1337, + "n_pred": 16936, + "n_ref": 61239 + }, + "14": { + "Dice": 0.9000528148351004, + "FN": 9117, + "FP": 11321, + "IoU": 0.8182691196215645, + "TN": 73771041, + "TP": 92025, + "n_pred": 103346, + "n_ref": 101142 + }, + "15": { + "Dice": 0.9392534349470177, + "FN": 12412, + "FP": 14721, + "IoU": 0.8854645076320411, + "TN": 73646608, + "TP": 209763, + "n_pred": 224484, + "n_ref": 222175 + }, + "2": { + "Dice": 0.8130480740272701, + "FN": 53366, + "FP": 9952, + "IoU": 0.6849882090725465, + "TN": 73682502, + "TP": 137684, + "n_pred": 147636, + "n_ref": 191050 + }, + "3": { + "Dice": 0.8446288702346382, + "FN": 14619, + "FP": 48996, + "IoU": 0.7310455043187458, + "TN": 73646977, + "TP": 172912, + "n_pred": 221908, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 0, + "IoU": 0.0, + "TN": 73835616, + "TP": 0, + "n_pred": 0, + "n_ref": 47888 + }, + "5": { + "Dice": 0.7611727093395008, + "FN": 3938, + "FP": 3084, + "IoU": 0.6144300461234351, + "TN": 73865292, + "TP": 11190, + "n_pred": 14274, + "n_ref": 15128 + }, + "6": { + "Dice": 0.8199447609011066, + "FN": 387971, + "FP": 188841, + "IoU": 0.694835914229937, + "TN": 71993334, + "TP": 1313358, + "n_pred": 1502199, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.6412517189179195, + "FN": 89361, + "FP": 3774, + "IoU": 0.47194298447041216, + "TN": 73707131, + "TP": 83238, + "n_pred": 87012, + "n_ref": 172599 + }, + "8": { + "Dice": 0.9194364377892861, + "FN": 2572, + "FP": 10900, + "IoU": 0.8508860283130596, + "TN": 73793157, + "TP": 76875, + "n_pred": 87775, + "n_ref": 79447 + }, + "9": { + "Dice": 0.8372152001460772, + "FN": 7650, + "FP": 24444, + "IoU": 0.7200087241003271, + "TN": 73768879, + "TP": 82531, + "n_pred": 106975, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9723048302438376, + "FN": 4415, + "FP": 6006, + "IoU": 0.9461023646481991, + "TN": 69302428, + "TP": 182927, + "n_pred": 188933, + "n_ref": 187342 + }, + "10": { + "Dice": 0.8258892437197393, + "FN": 11353, + "FP": 12309, + "IoU": 0.7034168108094557, + "TN": 69415994, + "TP": 56120, + "n_pred": 68429, + "n_ref": 67473 + }, + "11": { + "Dice": 0.8110101409192677, + "FN": 382, + "FP": 1053, + "IoU": 0.6821001329198051, + "TN": 69491262, + "TP": 3079, + "n_pred": 4132, + "n_ref": 3461 + }, + "12": { + "Dice": 0.8512726157620362, + "FN": 376, + "FP": 594, + "IoU": 0.7410571276027763, + "TN": 69492030, + "TP": 2776, + "n_pred": 3370, + "n_ref": 3152 + }, + "13": { + "Dice": 0.8458370164187244, + "FN": 10357, + "FP": 14234, + "IoU": 0.7328575153174293, + "TN": 69403724, + "TP": 67461, + "n_pred": 81695, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9634532316818282, + "FN": 5832, + "FP": 5184, + "IoU": 0.9294836095481344, + "TN": 69339557, + "TP": 145203, + "n_pred": 150387, + "n_ref": 151035 + }, + "15": { + "Dice": 0.9454909602684854, + "FN": 6661, + "FP": 3409, + "IoU": 0.8966172167753196, + "TN": 69398371, + "TP": 87335, + "n_pred": 90744, + "n_ref": 93996 + }, + "2": { + "Dice": 0.9676446844360179, + "FN": 5715, + "FP": 3944, + "IoU": 0.9373174815372435, + "TN": 69341682, + "TP": 144435, + "n_pred": 148379, + "n_ref": 150150 + }, + "3": { + "Dice": 0.9715263522135625, + "FN": 6216, + "FP": 3535, + "IoU": 0.9446293099532095, + "TN": 69319672, + "TP": 166353, + "n_pred": 169888, + "n_ref": 172569 + }, + "4": { + "Dice": 0.8635204257489901, + "FN": 5803, + "FP": 4096, + "IoU": 0.7598204537183064, + "TN": 69454561, + "TP": 31316, + "n_pred": 35412, + "n_ref": 37119 + }, + "5": { + "Dice": 0.9112000432642907, + "FN": 2244, + "FP": 1040, + "IoU": 0.8368847166343814, + "TN": 69475643, + "TP": 16849, + "n_pred": 17889, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9831339589208271, + "FN": 23766, + "FP": 25158, + "IoU": 0.9668274081386897, + "TN": 68020944, + "TP": 1425908, + "n_pred": 1451066, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.9653881140572215, + "FN": 12652, + "FP": 8884, + "IoU": 0.9330920388349515, + "TN": 69173901, + "TP": 300339, + "n_pred": 309223, + "n_ref": 312991 + }, + "8": { + "Dice": 0.9575234966694042, + "FN": 4737, + "FP": 2711, + "IoU": 0.9185084686419537, + "TN": 69404380, + "TP": 83948, + "n_pred": 86659, + "n_ref": 88685 + }, + "9": { + "Dice": 0.9289565512769046, + "FN": 5163, + "FP": 6340, + "IoU": 0.8673378772676423, + "TN": 69409067, + "TP": 75206, + "n_pred": 81546, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9791661011763022, + "FN": 4006, + "FP": 4437, + "IoU": 0.959182588180693, + "TN": 50626704, + "TP": 198405, + "n_pred": 202842, + "n_ref": 202411 + }, + "10": { + "Dice": 0.9186661349046045, + "FN": 4433, + "FP": 8211, + "IoU": 0.8495675244791853, + "TN": 50749501, + "TP": 71407, + "n_pred": 79618, + "n_ref": 75840 + }, + "11": { + "Dice": 0.8617134192570128, + "FN": 1046, + "FP": 778, + "IoU": 0.7570267750099907, + "TN": 50826045, + "TP": 5683, + "n_pred": 6461, + "n_ref": 6729 + }, + "12": { + "Dice": 0.9042998027613413, + "FN": 568, + "FP": 645, + "IoU": 0.8253168202764977, + "TN": 50826608, + "TP": 5731, + "n_pred": 6376, + "n_ref": 6299 + }, + "13": { + "Dice": 0.8102603763856664, + "FN": 4261, + "FP": 16347, + "IoU": 0.6810400866738895, + "TN": 50768942, + "TP": 44002, + "n_pred": 60349, + "n_ref": 48263 + }, + "14": { + "Dice": 0.6287380727021565, + "FN": 26159, + "FP": 2867, + "IoU": 0.45851055891351394, + "TN": 50779948, + "TP": 24578, + "n_pred": 27445, + "n_ref": 50737 + }, + "15": { + "Dice": 0.8737036928229384, + "FN": 5016, + "FP": 3582, + "IoU": 0.7757316500599927, + "TN": 50795214, + "TP": 29740, + "n_pred": 33322, + "n_ref": 34756 + }, + "2": { + "Dice": 0.9750714277315964, + "FN": 4743, + "FP": 5858, + "IoU": 0.9513554935575053, + "TN": 50615624, + "TP": 207327, + "n_pred": 213185, + "n_ref": 212070 + }, + "3": { + "Dice": 0.9739991887805898, + "FN": 5026, + "FP": 5551, + "IoU": 0.9493161975408029, + "TN": 50624866, + "TP": 198109, + "n_pred": 203660, + "n_ref": 203135 + }, + "4": { + "Dice": 0.9516311080523056, + "FN": 681, + "FP": 1076, + "IoU": 0.9077254345885195, + "TN": 50814511, + "TP": 17284, + "n_pred": 18360, + "n_ref": 17965 + }, + "5": { + "Dice": 0.90987861519847, + "FN": 1188, + "FP": 1121, + "IoU": 0.8346580737558181, + "TN": 50819587, + "TP": 11656, + "n_pred": 12777, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9866696417433556, + "FN": 25199, + "FP": 33468, + "IoU": 0.9736900051438737, + "TN": 48603715, + "TP": 2171170, + "n_pred": 2204638, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.9592571686116982, + "FN": 9143, + "FP": 9479, + "IoU": 0.9217043247197719, + "TN": 50595710, + "TP": 219220, + "n_pred": 228699, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9656293182304743, + "FN": 3694, + "FP": 3370, + "IoU": 0.9335428152106422, + "TN": 50727258, + "TP": 99230, + "n_pred": 102600, + "n_ref": 102924 + }, + "9": { + "Dice": 0.9575954803040178, + "FN": 4182, + "FP": 5643, + "IoU": 0.9186409519629681, + "TN": 50712791, + "TP": 110936, + "n_pred": 116579, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9802582990891359, + "FN": 4895, + "FP": 3445, + "IoU": 0.9612809775392529, + "TN": 76669462, + "TP": 207058, + "n_pred": 210503, + "n_ref": 211953 + }, + "10": { + "Dice": 0.8496528716977729, + "FN": 8418, + "FP": 11592, + "IoU": 0.7386056354587138, + "TN": 76808309, + "TP": 56541, + "n_pred": 68133, + "n_ref": 64959 + }, + "11": { + "Dice": 0.8471295060080107, + "FN": 336, + "FP": 580, + "IoU": 0.7348002316155182, + "TN": 76881406, + "TP": 2538, + "n_pred": 3118, + "n_ref": 2874 + }, + "12": { + "Dice": 0.8210489632340129, + "FN": 253, + "FP": 774, + "IoU": 0.6964232929352645, + "TN": 76881477, + "TP": 2356, + "n_pred": 3130, + "n_ref": 2609 + }, + "13": { + "Dice": 0.7145253042630827, + "FN": 11256, + "FP": 13936, + "IoU": 0.5558454838766551, + "TN": 76828141, + "TP": 31527, + "n_pred": 45463, + "n_ref": 42783 + }, + "14": { + "Dice": 0.9572693224378618, + "FN": 2787, + "FP": 4241, + "IoU": 0.9180408163265306, + "TN": 76799110, + "TP": 78722, + "n_pred": 82963, + "n_ref": 81509 + }, + "15": { + "Dice": 0.8273234414538763, + "FN": 11244, + "FP": 766, + "IoU": 0.7055001103455041, + "TN": 76844079, + "TP": 28771, + "n_pred": 29537, + "n_ref": 40015 + }, + "2": { + "Dice": 0.963693263142573, + "FN": 4586, + "FP": 2897, + "IoU": 0.9299305204412233, + "TN": 76778066, + "TP": 99311, + "n_pred": 102208, + "n_ref": 103897 + }, + "3": { + "Dice": 0.9656821789623193, + "FN": 4944, + "FP": 1628, + "IoU": 0.9336416325046951, + "TN": 76785822, + "TP": 92466, + "n_pred": 94094, + "n_ref": 97410 + }, + "4": { + "Dice": 0.9657977819153242, + "FN": 1021, + "FP": 669, + "IoU": 0.9338577746467849, + "TN": 76859309, + "TP": 23861, + "n_pred": 24530, + "n_ref": 24882 + }, + "5": { + "Dice": 0.9393426618939147, + "FN": 1322, + "FP": 542, + "IoU": 0.8856231208197828, + "TN": 76868563, + "TP": 14433, + "n_pred": 14975, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9774403589358603, + "FN": 23044, + "FP": 28102, + "IoU": 0.9558761363969681, + "TN": 75725714, + "TP": 1108000, + "n_pred": 1136102, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.9278728421790029, + "FN": 7510, + "FP": 16377, + "IoU": 0.8654503669740273, + "TN": 76707327, + "TP": 153646, + "n_pred": 170023, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9647530400262088, + "FN": 2213, + "FP": 3274, + "IoU": 0.9319061801935964, + "TN": 76804280, + "TP": 75093, + "n_pred": 78367, + "n_ref": 77306 + }, + "9": { + "Dice": 0.9582338902147971, + "FN": 5043, + "FP": 2517, + "IoU": 0.9198167239404352, + "TN": 76790576, + "TP": 86724, + "n_pred": 89241, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9602708159145136, + "FN": 6851, + "FP": 2890, + "IoU": 0.9235778225838086, + "TN": 130872469, + "TP": 117722, + "n_pred": 120612, + "n_ref": 124573 + }, + "10": { + "Dice": 0.8876293529133926, + "FN": 5883, + "FP": 7202, + "IoU": 0.7979618621168841, + "TN": 130935167, + "TP": 51680, + "n_pred": 58882, + "n_ref": 57563 + }, + "11": { + "Dice": 0.8293843372347511, + "FN": 1210, + "FP": 583, + "IoU": 0.708502682490652, + "TN": 130993781, + "TP": 4358, + "n_pred": 4941, + "n_ref": 5568 + }, + "12": { + "Dice": 0.849624060150376, + "FN": 1313, + "FP": 807, + "IoU": 0.738562091503268, + "TN": 130991823, + "TP": 5989, + "n_pred": 6796, + "n_ref": 7302 + }, + "13": { + "Dice": 0.7428994305840111, + "FN": 24208, + "FP": 13313, + "IoU": 0.5909626076528943, + "TN": 130908202, + "TP": 54209, + "n_pred": 67522, + "n_ref": 78417 + }, + "14": { + "Dice": 0.8287620048924438, + "FN": 272944, + "FP": 5240, + "IoU": 0.7075948768348636, + "TN": 130048567, + "TP": 673181, + "n_pred": 678421, + "n_ref": 946125 + }, + "15": { + "Dice": 0.19985597864268653, + "FN": 13931, + "FP": 77183, + "IoU": 0.11102221615134693, + "TN": 130897439, + "TP": 11379, + "n_pred": 88562, + "n_ref": 25310 + }, + "2": { + "Dice": 0.9596102590587563, + "FN": 10752, + "FP": 6766, + "IoU": 0.9223565182319021, + "TN": 130774311, + "TP": 208103, + "n_pred": 214869, + "n_ref": 218855 + }, + "3": { + "Dice": 0.9698750186725091, + "FN": 10349, + "FP": 6591, + "IoU": 0.9415119876256767, + "TN": 130710300, + "TP": 272692, + "n_pred": 279283, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0113388573920628, + "FN": 2267, + "FP": 0, + "IoU": 0.005701754385964913, + "TN": 130997652, + "TP": 13, + "n_pred": 13, + "n_ref": 2280 + }, + "5": { + "Dice": 0.8322611661820929, + "FN": 5542, + "FP": 1785, + "IoU": 0.7127117314930991, + "TN": 130974428, + "TP": 18177, + "n_pred": 19962, + "n_ref": 23719 + }, + "6": { + "Dice": 0.9757126353310576, + "FN": 49474, + "FP": 21395, + "IoU": 0.9525770491627761, + "TN": 129505529, + "TP": 1423534, + "n_pred": 1444929, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.9192950718495994, + "FN": 20111, + "FP": 12188, + "IoU": 0.8506439157476128, + "TN": 130783677, + "TP": 183956, + "n_pred": 196144, + "n_ref": 204067 + }, + "8": { + "Dice": 0.961949867523336, + "FN": 3852, + "FP": 5813, + "IoU": 0.9266892199399254, + "TN": 130868096, + "TP": 122171, + "n_pred": 127984, + "n_ref": 126023 + }, + "9": { + "Dice": 0.8246099072914451, + "FN": 4874, + "FP": 17393, + "IoU": 0.701562751300059, + "TN": 130925320, + "TP": 52345, + "n_pred": 69738, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9664224506174438, + "FN": 1422, + "FP": 2469, + "IoU": 0.9350265504458471, + "TN": 74366812, + "TP": 55995, + "n_pred": 58464, + "n_ref": 57417 + }, + "10": { + "Dice": 0.8827273848070547, + "FN": 10756, + "FP": 7317, + "IoU": 0.7900734098406356, + "TN": 74340606, + "TP": 68019, + "n_pred": 75336, + "n_ref": 78775 + }, + "11": { + "Dice": 0.878969957081545, + "FN": 340, + "FP": 224, + "IoU": 0.7840735068912711, + "TN": 74424086, + "TP": 2048, + "n_pred": 2272, + "n_ref": 2388 + }, + "12": { + "Dice": 0.8109125117591721, + "FN": 302, + "FP": 703, + "IoU": 0.6819620253164557, + "TN": 74423538, + "TP": 2155, + "n_pred": 2858, + "n_ref": 2457 + }, + "13": { + "Dice": 0.4788636046349295, + "FN": 69026, + "FP": 5632, + "IoU": 0.3148064868436751, + "TN": 74317739, + "TP": 34301, + "n_pred": 39933, + "n_ref": 103327 + }, + "14": { + "Dice": 0.9405719499603813, + "FN": 14207, + "FP": 5593, + "IoU": 0.8878110693078283, + "TN": 74250210, + "TP": 156688, + "n_pred": 162281, + "n_ref": 170895 + }, + "15": { + "Dice": 0.8062835574929562, + "FN": 7051, + "FP": 237, + "IoU": 0.6754397684257404, + "TN": 74404243, + "TP": 15167, + "n_pred": 15404, + "n_ref": 22218 + }, + "2": { + "Dice": 0.9594850660661937, + "FN": 5836, + "FP": 3700, + "IoU": 0.9221252235551599, + "TN": 74304245, + "TP": 112917, + "n_pred": 116617, + "n_ref": 118753 + }, + "3": { + "Dice": 0.9652497696994093, + "FN": 6503, + "FP": 2475, + "IoU": 0.9328335876948859, + "TN": 74293030, + "TP": 124690, + "n_pred": 127165, + "n_ref": 131193 + }, + "4": { + "Dice": 0.6996643245835331, + "FN": 13681, + "FP": 724, + "IoU": 0.5380643919958953, + "TN": 74395514, + "TP": 16779, + "n_pred": 17503, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9772853303281145, + "FN": 13448, + "FP": 27186, + "IoU": 0.9555796541391686, + "TN": 73511937, + "TP": 874127, + "n_pred": 901313, + "n_ref": 887575 + }, + "7": { + "Dice": 0.8703259338722173, + "FN": 11780, + "FP": 29561, + "IoU": 0.7704221597787576, + "TN": 74246624, + "TP": 138733, + "n_pred": 168294, + "n_ref": 150513 + }, + "8": { + "Dice": 0.9497342375366569, + "FN": 1778, + "FP": 2610, + "IoU": 0.9042799179791458, + "TN": 74380856, + "TP": 41454, + "n_pred": 44064, + "n_ref": 43232 + }, + "9": { + "Dice": 0.8974870699347876, + "FN": 1843, + "FP": 5451, + "IoU": 0.8140376819723122, + "TN": 74387475, + "TP": 31929, + "n_pred": 37380, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9782281557735957, + "FN": 3564, + "FP": 2527, + "IoU": 0.9573841374678159, + "TN": 106503760, + "TP": 136837, + "n_pred": 139364, + "n_ref": 140401 + }, + "10": { + "Dice": 0.912743129208376, + "FN": 10487, + "FP": 6502, + "IoU": 0.8394917095753224, + "TN": 106540843, + "TP": 88856, + "n_pred": 95358, + "n_ref": 99343 + }, + "11": { + "Dice": 0.68310322156476, + "FN": 1534, + "FP": 1358, + "IoU": 0.5187219171243135, + "TN": 106640679, + "TP": 3117, + "n_pred": 4475, + "n_ref": 4651 + }, + "12": { + "Dice": 0.8660667019587083, + "FN": 562, + "FP": 956, + "IoU": 0.7637721755368814, + "TN": 106640262, + "TP": 4908, + "n_pred": 5864, + "n_ref": 5470 + }, + "13": { + "Dice": 0.9032693213199455, + "FN": 5454, + "FP": 2147, + "IoU": 0.82360176375029, + "TN": 106603598, + "TP": 35489, + "n_pred": 37636, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9659280539067616, + "FN": 1663, + "FP": 3176, + "IoU": 0.9341014013155207, + "TN": 106573257, + "TP": 68592, + "n_pred": 71768, + "n_ref": 70255 + }, + "15": { + "Dice": 0.9231525231525232, + "FN": 2139, + "FP": 1927, + "IoU": 0.8572732378545352, + "TN": 106618200, + "TP": 24422, + "n_pred": 26349, + "n_ref": 26561 + }, + "2": { + "Dice": 0.9715640437427402, + "FN": 3078, + "FP": 7669, + "IoU": 0.9447005793909705, + "TN": 106452346, + "TP": 183595, + "n_pred": 191264, + "n_ref": 186673 + }, + "3": { + "Dice": 0.974621779657646, + "FN": 3482, + "FP": 4174, + "IoU": 0.9504997866370114, + "TN": 106492022, + "TP": 147010, + "n_pred": 151184, + "n_ref": 150492 + }, + "4": { + "Dice": 0.9177743575392939, + "FN": 244, + "FP": 1519, + "IoU": 0.8480434407860714, + "TN": 106635086, + "TP": 9839, + "n_pred": 11358, + "n_ref": 10083 + }, + "5": { + "Dice": 0.7189420251135453, + "FN": 1751, + "FP": 353, + "IoU": 0.5612095933263817, + "TN": 106641893, + "TP": 2691, + "n_pred": 3044, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9840324629071482, + "FN": 21662, + "FP": 18935, + "IoU": 0.968566836025997, + "TN": 105355154, + "TP": 1250937, + "n_pred": 1269872, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.9732008876365126, + "FN": 7703, + "FP": 10424, + "IoU": 0.9478006709573381, + "TN": 106299423, + "TP": 329138, + "n_pred": 339562, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9649395965690295, + "FN": 1620, + "FP": 3424, + "IoU": 0.9322543818413807, + "TN": 106572233, + "TP": 69411, + "n_pred": 72835, + "n_ref": 71031 + }, + "9": { + "Dice": 0.9405338078291815, + "FN": 5797, + "FP": 4229, + "IoU": 0.887743105706896, + "TN": 106557375, + "TP": 79287, + "n_pred": 83516, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9731584991597838, + "FN": 4754, + "FP": 3520, + "IoU": 0.9477202648738816, + "TN": 107968664, + "TP": 149990, + "n_pred": 153510, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8913299516063203, + "FN": 4705, + "FP": 13933, + "IoU": 0.8039632286429518, + "TN": 108031854, + "TP": 76436, + "n_pred": 90369, + "n_ref": 81141 + }, + "11": { + "Dice": 0.8422021162398405, + "FN": 291, + "FP": 738, + "IoU": 0.7274172185430463, + "TN": 108123153, + "TP": 2746, + "n_pred": 3484, + "n_ref": 3037 + }, + "12": { + "Dice": 0.8506571087216248, + "FN": 414, + "FP": 836, + "IoU": 0.7401247401247402, + "TN": 108122118, + "TP": 3560, + "n_pred": 4396, + "n_ref": 3974 + }, + "13": { + "Dice": 0.8734999227716256, + "FN": 12386, + "FP": 6451, + "IoU": 0.7754104419777521, + "TN": 108043055, + "TP": 65036, + "n_pred": 71487, + "n_ref": 77422 + }, + "14": { + "Dice": 0.8917544799666607, + "FN": 2446, + "FP": 6645, + "IoU": 0.8046542610339937, + "TN": 108080390, + "TP": 37447, + "n_pred": 44092, + "n_ref": 39893 + }, + "15": { + "Dice": 0.837901673183415, + "FN": 6123, + "FP": 2044, + "IoU": 0.7210247651579846, + "TN": 108097653, + "TP": 21108, + "n_pred": 23152, + "n_ref": 27231 + }, + "2": { + "Dice": 0.9705321692241261, + "FN": 6092, + "FP": 5100, + "IoU": 0.9427513324944501, + "TN": 107931430, + "TP": 184306, + "n_pred": 189406, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9729268489720079, + "FN": 7542, + "FP": 3182, + "IoU": 0.9472809682525637, + "TN": 107923510, + "TP": 192694, + "n_pred": 195876, + "n_ref": 200236 + }, + "4": { + "Dice": 0.9650394372202089, + "FN": 1620, + "FP": 676, + "IoU": 0.9324407826982493, + "TN": 108092943, + "TP": 31689, + "n_pred": 32365, + "n_ref": 33309 + }, + "5": { + "Dice": 0.8548734518039849, + "FN": 702, + "FP": 376, + "IoU": 0.7465318598636257, + "TN": 108122675, + "TP": 3175, + "n_pred": 3551, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9859889670205891, + "FN": 19302, + "FP": 22194, + "IoU": 0.9723651271559776, + "TN": 106625347, + "TP": 1460085, + "n_pred": 1482279, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.9716634809655983, + "FN": 6786, + "FP": 7772, + "IoU": 0.9448886264177229, + "TN": 107862772, + "TP": 249598, + "n_pred": 257370, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9603312742454752, + "FN": 963, + "FP": 2524, + "IoU": 0.9236896815844184, + "TN": 108081233, + "TP": 42208, + "n_pred": 44732, + "n_ref": 43171 + }, + "9": { + "Dice": 0.9225934948382438, + "FN": 3604, + "FP": 6151, + "IoU": 0.8563095641414662, + "TN": 108059039, + "TP": 58134, + "n_pred": 64285, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9517515496601, + "FN": 3809, + "FP": 8427, + "IoU": 0.9079446283478784, + "TN": 62437240, + "TP": 120684, + "n_pred": 129111, + "n_ref": 124493 + }, + "10": { + "Dice": 0.9178058636402717, + "FN": 5771, + "FP": 3789, + "IoU": 0.8480972431874156, + "TN": 62507225, + "TP": 53375, + "n_pred": 57164, + "n_ref": 59146 + }, + "11": { + "Dice": 0.7608363080061193, + "FN": 560, + "FP": 378, + "IoU": 0.6139917695473252, + "TN": 62567730, + "TP": 1492, + "n_pred": 1870, + "n_ref": 2052 + }, + "12": { + "Dice": 0.8032631827855284, + "FN": 870, + "FP": 794, + "IoU": 0.6712112230784429, + "TN": 62565099, + "TP": 3397, + "n_pred": 4191, + "n_ref": 4267 + }, + "13": { + "Dice": 0.9046308976984887, + "FN": 4388, + "FP": 3481, + "IoU": 0.8258685549900421, + "TN": 62524970, + "TP": 37321, + "n_pred": 40802, + "n_ref": 41709 + }, + "14": { + "Dice": 0.9727901049792794, + "FN": 9954, + "FP": 9317, + "IoU": 0.9470217427760046, + "TN": 62206407, + "TP": 344482, + "n_pred": 353799, + "n_ref": 354436 + }, + "15": { + "Dice": 0.9063785267889268, + "FN": 9469, + "FP": 7444, + "IoU": 0.8287863296316168, + "TN": 62471377, + "TP": 81870, + "n_pred": 89314, + "n_ref": 91339 + }, + "2": { + "Dice": 0.9618384664476328, + "FN": 4242, + "FP": 8674, + "IoU": 0.9264824744145805, + "TN": 62394474, + "TP": 162770, + "n_pred": 171444, + "n_ref": 167012 + }, + "3": { + "Dice": 0.9742647794838942, + "FN": 5506, + "FP": 4778, + "IoU": 0.9498209284396866, + "TN": 62365214, + "TP": 194662, + "n_pred": 199440, + "n_ref": 200168 + }, + "4": { + "Dice": 0.9335014316851148, + "FN": 1637, + "FP": 1475, + "IoU": 0.8752955319575235, + "TN": 62545205, + "TP": 21843, + "n_pred": 23318, + "n_ref": 23480 + }, + "5": { + "Dice": 0.7685411035664843, + "FN": 2346, + "FP": 1165, + "IoU": 0.6240899357601714, + "TN": 62560820, + "TP": 5829, + "n_pred": 6994, + "n_ref": 8175 + }, + "6": { + "Dice": 0.977476929897018, + "FN": 46366, + "FP": 18667, + "IoU": 0.9559460891171605, + "TN": 61093946, + "TP": 1411181, + "n_pred": 1429848, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.8944653499884958, + "FN": 6626, + "FP": 36031, + "IoU": 0.8090794349857672, + "TN": 62346732, + "TP": 180771, + "n_pred": 216802, + "n_ref": 187397 + }, + "8": { + "Dice": 0.9224202107678753, + "FN": 2595, + "FP": 8764, + "IoU": 0.8560110536456749, + "TN": 62491272, + "TP": 67529, + "n_pred": 76293, + "n_ref": 70124 + }, + "9": { + "Dice": 0.9033106524100863, + "FN": 2202, + "FP": 7944, + "IoU": 0.8236704900938477, + "TN": 62512620, + "TP": 47394, + "n_pred": 55338, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9417218247866105, + "FN": 6044, + "FP": 27951, + "IoU": 0.8898622751969001, + "TN": 55072589, + "TP": 274664, + "n_pred": 302615, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8931721248568877, + "FN": 5577, + "FP": 11405, + "IoU": 0.806965694409712, + "TN": 55293274, + "TP": 70992, + "n_pred": 82397, + "n_ref": 76569 + }, + "11": { + "Dice": 0.8287502794545049, + "FN": 620, + "FP": 912, + "IoU": 0.7075777820194694, + "TN": 55376009, + "TP": 3707, + "n_pred": 4619, + "n_ref": 4327 + }, + "12": { + "Dice": 0.8478215981829444, + "FN": 622, + "FP": 852, + "IoU": 0.73584229390681, + "TN": 55375668, + "TP": 4106, + "n_pred": 4958, + "n_ref": 4728 + }, + "13": { + "Dice": 0.8828042893946298, + "FN": 7411, + "FP": 5190, + "IoU": 0.790196633422687, + "TN": 55321187, + "TP": 47460, + "n_pred": 52650, + "n_ref": 54871 + }, + "14": { + "Dice": 0.9513483282418179, + "FN": 5031, + "FP": 4190, + "IoU": 0.9072109966189019, + "TN": 55281872, + "TP": 90155, + "n_pred": 94345, + "n_ref": 95186 + }, + "15": { + "Dice": 0.900412153742931, + "FN": 8010, + "FP": 9653, + "IoU": 0.818863319386332, + "TN": 55283736, + "TP": 79849, + "n_pred": 89502, + "n_ref": 87859 + }, + "2": { + "Dice": 0.971243991148867, + "FN": 4436, + "FP": 6870, + "IoU": 0.9440955705653735, + "TN": 55179010, + "TP": 190932, + "n_pred": 197802, + "n_ref": 195368 + }, + "3": { + "Dice": 0.973523466218178, + "FN": 6183, + "FP": 3483, + "IoU": 0.9484127831266145, + "TN": 55193876, + "TP": 177706, + "n_pred": 181189, + "n_ref": 183889 + }, + "4": { + "Dice": 0.9252630140729607, + "FN": 637, + "FP": 457, + "IoU": 0.8609204169844902, + "TN": 55373382, + "TP": 6772, + "n_pred": 7229, + "n_ref": 7409 + }, + "5": { + "Dice": 0.8427968090098545, + "FN": 1150, + "FP": 525, + "IoU": 0.7283049472830495, + "TN": 55375083, + "TP": 4490, + "n_pred": 5015, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9758795758299653, + "FN": 51033, + "FP": 20535, + "IoU": 0.9528953361327945, + "TN": 53861908, + "TP": 1447772, + "n_pred": 1468307, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.9588658954262711, + "FN": 9234, + "FP": 5010, + "IoU": 0.9209821205682808, + "TN": 55200985, + "TP": 166019, + "n_pred": 171029, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9606454938511871, + "FN": 1393, + "FP": 2348, + "IoU": 0.9242712550607287, + "TN": 55331848, + "TP": 45659, + "n_pred": 48007, + "n_ref": 47052 + }, + "9": { + "Dice": 0.9104236859436294, + "FN": 3223, + "FP": 6162, + "IoU": 0.8355758786222363, + "TN": 55324170, + "TP": 47693, + "n_pred": 53855, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9825376451370953, + "FN": 5130, + "FP": 4951, + "IoU": 0.965674691000715, + "TN": 110852925, + "TP": 283609, + "n_pred": 288560, + "n_ref": 288739 + }, + "10": { + "Dice": 0.9015449387226732, + "FN": 7755, + "FP": 8521, + "IoU": 0.8207390274794868, + "TN": 111055820, + "TP": 74519, + "n_pred": 83040, + "n_ref": 82274 + }, + "11": { + "Dice": 0.8498874155616712, + "FN": 237, + "FP": 963, + "IoU": 0.738960191429193, + "TN": 111142018, + "TP": 3397, + "n_pred": 4360, + "n_ref": 3634 + }, + "12": { + "Dice": 0.8795298726738492, + "FN": 410, + "FP": 328, + "IoU": 0.784965034965035, + "TN": 111143183, + "TP": 2694, + "n_pred": 3022, + "n_ref": 3104 + }, + "13": { + "Dice": 0.9160749659653213, + "FN": 6407, + "FP": 3888, + "IoU": 0.8451460545711621, + "TN": 111080133, + "TP": 56187, + "n_pred": 60075, + "n_ref": 62594 + }, + "14": { + "Dice": 0.9421208997756624, + "FN": 2270, + "FP": 2503, + "IoU": 0.8905752080515372, + "TN": 111102996, + "TP": 38846, + "n_pred": 41349, + "n_ref": 41116 + }, + "15": { + "Dice": 0.9026404984676585, + "FN": 3127, + "FP": 1670, + "IoU": 0.8225567803506695, + "TN": 111119581, + "TP": 22237, + "n_pred": 23907, + "n_ref": 25364 + }, + "2": { + "Dice": 0.9723489776500515, + "FN": 5662, + "FP": 2882, + "IoU": 0.9461859682935586, + "TN": 110987846, + "TP": 150225, + "n_pred": 153107, + "n_ref": 155887 + }, + "3": { + "Dice": 0.9771142656245223, + "FN": 4848, + "FP": 6381, + "IoU": 0.9552526081724064, + "TN": 110895673, + "TP": 239713, + "n_pred": 246094, + "n_ref": 244561 + }, + "4": { + "Dice": 0.956330505812127, + "FN": 574, + "FP": 1094, + "IoU": 0.9163154726068633, + "TN": 111126683, + "TP": 18264, + "n_pred": 19358, + "n_ref": 18838 + }, + "5": { + "Dice": 0.8658513640639699, + "FN": 165, + "FP": 1261, + "IoU": 0.7634372926343729, + "TN": 111140587, + "TP": 4602, + "n_pred": 5863, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9847232489480903, + "FN": 15711, + "FP": 33576, + "IoU": 0.9699062328846164, + "TN": 109508834, + "TP": 1588494, + "n_pred": 1622070, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.9395493935060821, + "FN": 24216, + "FP": 21399, + "IoU": 0.8859907172974689, + "TN": 110746516, + "TP": 354484, + "n_pred": 375883, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9502779945376512, + "FN": 2611, + "FP": 5545, + "IoU": 0.9052663367946663, + "TN": 111060521, + "TP": 77938, + "n_pred": 83483, + "n_ref": 80549 + }, + "9": { + "Dice": 0.9284749351929606, + "FN": 4994, + "FP": 2842, + "IoU": 0.8664985688973695, + "TN": 111087919, + "TP": 50860, + "n_pred": 53702, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9788457384875485, + "FN": 5050, + "FP": 3471, + "IoU": 0.9585679415740389, + "TN": 96915363, + "TP": 197141, + "n_pred": 200612, + "n_ref": 202191 + }, + "10": { + "Dice": 0.9380746844105948, + "FN": 5180, + "FP": 3959, + "IoU": 0.883371618172537, + "TN": 97042665, + "TP": 69221, + "n_pred": 73180, + "n_ref": 74401 + }, + "11": { + "Dice": 0.8658367911479945, + "FN": 469, + "FP": 598, + "IoU": 0.7634146341463415, + "TN": 97116515, + "TP": 3443, + "n_pred": 4041, + "n_ref": 3912 + }, + "12": { + "Dice": 0.800460877762648, + "FN": 1462, + "FP": 443, + "IoU": 0.6673070206077542, + "TN": 97115299, + "TP": 3821, + "n_pred": 4264, + "n_ref": 5283 + }, + "13": { + "Dice": 0.9180141510358479, + "FN": 4533, + "FP": 3833, + "IoU": 0.8484530106514021, + "TN": 97065821, + "TP": 46838, + "n_pred": 50671, + "n_ref": 51371 + }, + "14": { + "Dice": 0.959539960486482, + "FN": 5574, + "FP": 5198, + "IoU": 0.9222266344175301, + "TN": 96982520, + "TP": 127733, + "n_pred": 132931, + "n_ref": 133307 + }, + "15": { + "Dice": 0.9406799699064952, + "FN": 2856, + "FP": 5423, + "IoU": 0.8880035713319445, + "TN": 97047103, + "TP": 65643, + "n_pred": 71066, + "n_ref": 68499 + }, + "2": { + "Dice": 0.9678107444081009, + "FN": 4510, + "FP": 6325, + "IoU": 0.9376291597349743, + "TN": 96947306, + "TP": 162884, + "n_pred": 169209, + "n_ref": 167394 + }, + "3": { + "Dice": 0.966346414562282, + "FN": 6007, + "FP": 8887, + "IoU": 0.9348842089616187, + "TN": 96892294, + "TP": 213837, + "n_pred": 222724, + "n_ref": 219844 + }, + "4": { + "Dice": 0.948150289017341, + "FN": 830, + "FP": 964, + "IoU": 0.9014123207122053, + "TN": 97102828, + "TP": 16403, + "n_pred": 17367, + "n_ref": 17233 + }, + "5": { + "Dice": 0.8657640232108317, + "FN": 1268, + "FP": 2202, + "IoU": 0.7633015006821282, + "TN": 97106365, + "TP": 11190, + "n_pred": 13392, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9858883394116493, + "FN": 24898, + "FP": 19840, + "IoU": 0.9721694145984602, + "TN": 95513513, + "TP": 1562774, + "n_pred": 1582614, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.9674143090735199, + "FN": 13197, + "FP": 7927, + "IoU": 0.9368852556977759, + "TN": 96786333, + "TP": 313568, + "n_pred": 321495, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9667250264106774, + "FN": 2651, + "FP": 4058, + "IoU": 0.9355931877964019, + "TN": 97016859, + "TP": 97457, + "n_pred": 101515, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9500270348958116, + "FN": 4079, + "FP": 5533, + "IoU": 0.9048109489195666, + "TN": 97020047, + "TP": 91366, + "n_pred": 96899, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9784956857143581, + "FN": 3956, + "FP": 4535, + "IoU": 0.9578967724660462, + "TN": 78854734, + "TP": 193180, + "n_pred": 197715, + "n_ref": 197136 + }, + "10": { + "Dice": 0.8863340957409293, + "FN": 5046, + "FP": 17516, + "IoU": 0.7958707295888825, + "TN": 78945877, + "TP": 87966, + "n_pred": 105482, + "n_ref": 93012 + }, + "11": { + "Dice": 0.8098259313486253, + "FN": 520, + "FP": 649, + "IoU": 0.6804264625478403, + "TN": 79052747, + "TP": 2489, + "n_pred": 3138, + "n_ref": 3009 + }, + "12": { + "Dice": 0.7213763702801461, + "FN": 635, + "FP": 1195, + "IoU": 0.5641819480828769, + "TN": 79052206, + "TP": 2369, + "n_pred": 3564, + "n_ref": 3004 + }, + "13": { + "Dice": 0.8491129342287149, + "FN": 13570, + "FP": 4877, + "IoU": 0.7377899704343871, + "TN": 78986053, + "TP": 51905, + "n_pred": 56782, + "n_ref": 65475 + }, + "14": { + "Dice": 0.5965646366792499, + "FN": 18203, + "FP": 8408, + "IoU": 0.4250745365769347, + "TN": 79010119, + "TP": 19675, + "n_pred": 28083, + "n_ref": 37878 + }, + "15": { + "Dice": 0.7750132078794435, + "FN": 7726, + "FP": 10160, + "IoU": 0.6326706645855582, + "TN": 79007713, + "TP": 30806, + "n_pred": 40966, + "n_ref": 38532 + }, + "2": { + "Dice": 0.9630843577862099, + "FN": 3735, + "FP": 4622, + "IoU": 0.9287972122110608, + "TN": 78939036, + "TP": 109012, + "n_pred": 113634, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9600896503384971, + "FN": 7005, + "FP": 2504, + "IoU": 0.9232427109231216, + "TN": 78932521, + "TP": 114375, + "n_pred": 116879, + "n_ref": 121380 + }, + "4": { + "Dice": 0.8866058254549429, + "FN": 370, + "FP": 1705, + "IoU": 0.7963090213016589, + "TN": 79046218, + "TP": 8112, + "n_pred": 9817, + "n_ref": 8482 + }, + "5": { + "Dice": 0.8980605713193848, + "FN": 258, + "FP": 809, + "IoU": 0.8149817929599446, + "TN": 79050638, + "TP": 4700, + "n_pred": 5509, + "n_ref": 4958 + }, + "6": { + "Dice": 0.984342456042821, + "FN": 15453, + "FP": 26006, + "IoU": 0.9691676706379307, + "TN": 77711745, + "TP": 1303201, + "n_pred": 1329207, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.9697977696396088, + "FN": 10408, + "FP": 18465, + "IoU": 0.9413664046333395, + "TN": 78563974, + "TP": 463558, + "n_pred": 482023, + "n_ref": 473966 + }, + "8": { + "Dice": 0.9573708920187793, + "FN": 939, + "FP": 1785, + "IoU": 0.9182276657060519, + "TN": 79023093, + "TP": 30588, + "n_pred": 32373, + "n_ref": 31527 + }, + "9": { + "Dice": 0.9342672874044334, + "FN": 5669, + "FP": 3565, + "IoU": 0.876643154857326, + "TN": 78981549, + "TP": 65622, + "n_pred": 69187, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9750036556938507, + "FN": 6719, + "FP": 4905, + "IoU": 0.9512264713040122, + "TN": 122473614, + "TP": 226702, + "n_pred": 231607, + "n_ref": 233421 + }, + "10": { + "Dice": 0.889904765316128, + "FN": 11019, + "FP": 13570, + "IoU": 0.8016472258522498, + "TN": 122587974, + "TP": 99377, + "n_pred": 112947, + "n_ref": 110396 + }, + "11": { + "Dice": 0.875700154927899, + "FN": 508, + "FP": 535, + "IoU": 0.7788848844604621, + "TN": 122707223, + "TP": 3674, + "n_pred": 4209, + "n_ref": 4182 + }, + "12": { + "Dice": 0.6293916884159807, + "FN": 3155, + "FP": 537, + "IoU": 0.45920609345246816, + "TN": 122705113, + "TP": 3135, + "n_pred": 3672, + "n_ref": 6290 + }, + "13": { + "Dice": 0.9101699538199637, + "FN": 5414, + "FP": 4137, + "IoU": 0.8351485233961027, + "TN": 122654003, + "TP": 48386, + "n_pred": 52523, + "n_ref": 53800 + }, + "14": { + "Dice": 0.9271205530526643, + "FN": 12209, + "FP": 2803, + "IoU": 0.8641423374178718, + "TN": 122601442, + "TP": 95486, + "n_pred": 98289, + "n_ref": 107695 + }, + "15": { + "Dice": 0.9426959147989191, + "FN": 3645, + "FP": 2123, + "IoU": 0.8916033977298353, + "TN": 122658728, + "TP": 47444, + "n_pred": 49567, + "n_ref": 51089 + }, + "2": { + "Dice": 0.9706217974343133, + "FN": 3398, + "FP": 4686, + "IoU": 0.9429204883249663, + "TN": 122570313, + "TP": 133543, + "n_pred": 138229, + "n_ref": 136941 + }, + "3": { + "Dice": 0.9774197076798972, + "FN": 2905, + "FP": 3701, + "IoU": 0.9558366370060368, + "TN": 122562359, + "TP": 142975, + "n_pred": 146676, + "n_ref": 145880 + }, + "4": { + "Dice": 0.9600024857651107, + "FN": 3683, + "FP": 1466, + "IoU": 0.9230815195470639, + "TN": 122644999, + "TP": 61792, + "n_pred": 63258, + "n_ref": 65475 + }, + "5": { + "Dice": 0.8561831684693846, + "FN": 3317, + "FP": 1350, + "IoU": 0.7485317096826337, + "TN": 122693381, + "TP": 13892, + "n_pred": 15242, + "n_ref": 17209 + }, + "6": { + "Dice": 0.984162945853899, + "FN": 38391, + "FP": 15434, + "IoU": 0.9688196958725561, + "TN": 120985690, + "TP": 1672425, + "n_pred": 1687859, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.8709324414165085, + "FN": 79550, + "FP": 64695, + "IoU": 0.7713731873663656, + "TN": 122081021, + "TP": 486674, + "n_pred": 551369, + "n_ref": 566224 + }, + "8": { + "Dice": 0.9161214671242089, + "FN": 3633, + "FP": 20688, + "IoU": 0.8452252160521325, + "TN": 122554802, + "TP": 132817, + "n_pred": 153505, + "n_ref": 136450 + }, + "9": { + "Dice": 0.9201769052370422, + "FN": 6502, + "FP": 5338, + "IoU": 0.8521552370011488, + "TN": 122631856, + "TP": 68244, + "n_pred": 73582, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_2980605/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset614_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-500__qs-500__unc-class_power_pe66_exp__seed-12347/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/loop_000/summary.json b/nnActive_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/loop_000/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7b3ce27817c823eb46acace0cdf90c3b4252215c --- /dev/null +++ b/nnActive_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/loop_000/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.5047008666035759, + "FN": 57169.10533333334, + "FP": 70209.53600000001, + "IoU": 0.38265549016900646, + "TN": 96200160.77333333, + "TP": 129421.42533333335, + "n_pred": 199630.96133333325, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.6341450647819946, + "FN": 90553.14, + "FP": 23987.26, + "IoU": 0.5151196635951342, + "TN": 96238685.44, + "TP": 103735.0, + "n_pred": 127722.26, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.3793396210711728, + "FN": 46891.36, + "FP": 33488.3, + "IoU": 0.25588100149590404, + "TN": 96349249.98, + "TP": 27331.2, + "n_pred": 60819.5, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.5213175265004428, + "FN": 2113.56, + "FP": 300.7, + "IoU": 0.38460689331831605, + "TN": 96452959.76, + "TP": 1586.82, + "n_pred": 1887.52, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.43836810402327936, + "FN": 2760.5, + "FP": 628.44, + "IoU": 0.304555378366158, + "TN": 96452095.74, + "TP": 1476.16, + "n_pred": 2104.6, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.30439585556283044, + "FN": 44255.8, + "FP": 12171.42, + "IoU": 0.19343723347181588, + "TN": 96386931.28, + "TP": 13602.34, + "n_pred": 25773.76, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.46965601250270517, + "FN": 60079.48, + "FP": 97406.2, + "IoU": 0.33332465823481117, + "TN": 96221196.5, + "TP": 78278.66, + "n_pred": 175684.86, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.30138969418844935, + "FN": 25281.24, + "FP": 115152.44, + "IoU": 0.19614373208142177, + "TN": 96287761.36, + "TP": 28765.8, + "n_pred": 143918.24, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.4455126417283051, + "FN": 77616.88, + "FP": 56334.76, + "IoU": 0.3331754954776543, + "TN": 96243784.38, + "TP": 79224.82, + "n_pred": 135559.58, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.5351131309651911, + "FN": 65284.86, + "FP": 69241.32, + "IoU": 0.39525038338780705, + "TN": 96224316.94, + "TP": 98117.72, + "n_pred": 167359.04, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.5589603891798821, + "FN": 12535.5, + "FP": 4408.8, + "IoU": 0.46055982661177053, + "TN": 96425974.54, + "TP": 14042.0, + "n_pred": 18450.8, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.3469167549924219, + "FN": 14423.18, + "FP": 321.42, + "IoU": 0.256905212944371, + "TN": 96439487.26, + "TP": 2728.98, + "n_pred": 3050.4, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.7947808819796459, + "FN": 121576.06, + "FP": 546460.82, + "IoU": 0.6690655065798772, + "TN": 94551276.4, + "TP": 1237647.56, + "n_pred": 1784108.38, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.36517293231828274, + "FN": 242053.2, + "FP": 36854.62, + "IoU": 0.24223381227687327, + "TN": 96081181.56, + "TP": 96871.46, + "n_pred": 133726.08, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.7966614543927528, + "FN": 27439.9, + "FP": 33134.28, + "IoU": 0.6734927604086056, + "TN": 96291457.38, + "TP": 104929.28, + "n_pred": 138063.56, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.6787829348662834, + "FN": 24671.92, + "FP": 23252.26, + "IoU": 0.5260807942845778, + "TN": 96356053.08, + "TP": 52983.58, + "n_pred": 76235.84, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.6999017392984018, + "FN": 9352, + "FP": 62114, + "IoU": 0.5383452623963205, + "TN": 119438516, + "TP": 83338, + "n_pred": 145452, + "n_ref": 92690 + }, + "10": { + "Dice": 0.5723905360563304, + "FN": 22293, + "FP": 56958, + "IoU": 0.4009433605708541, + "TN": 119461027, + "TP": 53042, + "n_pred": 110000, + "n_ref": 75335 + }, + "11": { + "Dice": 0.7533180778032037, + "FN": 1077, + "FP": 540, + "IoU": 0.604258443465492, + "TN": 119589234, + "TP": 2469, + "n_pred": 3009, + "n_ref": 3546 + }, + "12": { + "Dice": 0.5247436469014712, + "FN": 2111, + "FP": 2153, + "IoU": 0.3556965850710184, + "TN": 119586702, + "TP": 2354, + "n_pred": 4507, + "n_ref": 4465 + }, + "13": { + "Dice": 0.2658226439863384, + "FN": 40810, + "FP": 25183, + "IoU": 0.15328457788042082, + "TN": 119515380, + "TP": 11947, + "n_pred": 37130, + "n_ref": 52757 + }, + "14": { + "Dice": 0.3566330286958784, + "FN": 166591, + "FP": 125275, + "IoU": 0.2170136280716815, + "TN": 119220560, + "TP": 80894, + "n_pred": 206169, + "n_ref": 247485 + }, + "15": { + "Dice": 0.018241489848878033, + "FN": 29756, + "FP": 304682, + "IoU": 0.009204698632774889, + "TN": 119255775, + "TP": 3107, + "n_pred": 307789, + "n_ref": 32863 + }, + "2": { + "Dice": 0.6755544081579966, + "FN": 9960, + "FP": 115714, + "IoU": 0.5100658058882236, + "TN": 119336808, + "TP": 130838, + "n_pred": 246552, + "n_ref": 140798 + }, + "3": { + "Dice": 0.43939359101116704, + "FN": 113049, + "FP": 33239, + "IoU": 0.28155311197002214, + "TN": 119389703, + "TP": 57329, + "n_pred": 90568, + "n_ref": 170378 + }, + "4": { + "Dice": 0.6200227332342397, + "FN": 42248, + "FP": 1210, + "IoU": 0.449299237144233, + "TN": 119514406, + "TP": 35456, + "n_pred": 36666, + "n_ref": 77704 + }, + "5": { + "Dice": 0.0, + "FN": 64264, + "FP": 0, + "IoU": 0.0, + "TN": 119529056, + "TP": 0, + "n_pred": 0, + "n_ref": 64264 + }, + "6": { + "Dice": 0.8576139993133511, + "FN": 110305, + "FP": 245531, + "IoU": 0.7507217339829698, + "TN": 118165855, + "TP": 1071629, + "n_pred": 1317160, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 51691, + "IoU": 0.0, + "TN": 119541629, + "TP": 0, + "n_pred": 51691, + "n_ref": 0 + }, + "8": { + "Dice": 0.6951945087986531, + "FN": 85005, + "FP": 91688, + "IoU": 0.5327955112746965, + "TN": 119215128, + "TP": 201499, + "n_pred": 293187, + "n_ref": 286504 + }, + "9": { + "Dice": 0.668786140139586, + "FN": 31832, + "FP": 12445, + "IoU": 0.5023882039582374, + "TN": 119504341, + "TP": 44702, + "n_pred": 57147, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5639050315251211, + "FN": 96040, + "FP": 47065, + "IoU": 0.3926655575738028, + "TN": 72590032, + "TP": 92523, + "n_pred": 139588, + "n_ref": 188563 + }, + "10": { + "Dice": 0.3823642085100561, + "FN": 40504, + "FP": 49782, + "IoU": 0.23637224801874265, + "TN": 72707427, + "TP": 27947, + "n_pred": 77729, + "n_ref": 68451 + }, + "11": { + "Dice": 0.6472491909385113, + "FN": 747, + "FP": 888, + "IoU": 0.4784688995215311, + "TN": 72822525, + "TP": 1500, + "n_pred": 2388, + "n_ref": 2247 + }, + "12": { + "Dice": 0.5299105040037683, + "FN": 1749, + "FP": 247, + "IoU": 0.3604613905799423, + "TN": 72822539, + "TP": 1125, + "n_pred": 1372, + "n_ref": 2874 + }, + "13": { + "Dice": 0.5293208839927454, + "FN": 26543, + "FP": 15499, + "IoU": 0.3599159587101489, + "TN": 72759978, + "TP": 23640, + "n_pred": 39139, + "n_ref": 50183 + }, + "14": { + "Dice": 0.7597573251353483, + "FN": 7072, + "FP": 37081, + "IoU": 0.6125876334792795, + "TN": 72711691, + "TP": 69816, + "n_pred": 106897, + "n_ref": 76888 + }, + "15": { + "Dice": 0.40521568931163887, + "FN": 13704, + "FP": 70775, + "IoU": 0.2540880836335382, + "TN": 72712404, + "TP": 28777, + "n_pred": 99552, + "n_ref": 42481 + }, + "2": { + "Dice": 0.6733033112873208, + "FN": 13018, + "FP": 106175, + "IoU": 0.5075035741143221, + "TN": 72583642, + "TP": 122825, + "n_pred": 229000, + "n_ref": 135843 + }, + "3": { + "Dice": 0.22356638095097592, + "FN": 104416, + "FP": 53471, + "IoU": 0.1258512440620536, + "TN": 72645042, + "TP": 22731, + "n_pred": 76202, + "n_ref": 127147 + }, + "4": { + "Dice": 0.725581077151995, + "FN": 5798, + "FP": 10247, + "IoU": 0.5693426738599457, + "TN": 72788403, + "TP": 21212, + "n_pred": 31459, + "n_ref": 27010 + }, + "5": { + "Dice": 0.35682358535425585, + "FN": 6763, + "FP": 0, + "IoU": 0.21715476328278735, + "TN": 72817021, + "TP": 1876, + "n_pred": 1876, + "n_ref": 8639 + }, + "6": { + "Dice": 0.7307695746526115, + "FN": 63529, + "FP": 779607, + "IoU": 0.5757580026909611, + "TN": 70838266, + "TP": 1144258, + "n_pred": 1923865, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.3419627341797841, + "FN": 184961, + "FP": 22555, + "IoU": 0.20624550559219082, + "TN": 72564224, + "TP": 53920, + "n_pred": 76475, + "n_ref": 238881 + }, + "8": { + "Dice": 0.6923284021991725, + "FN": 9335, + "FP": 34091, + "IoU": 0.5294359863466436, + "TN": 72733375, + "TP": 48859, + "n_pred": 82950, + "n_ref": 58194 + }, + "9": { + "Dice": 0.7342417822108366, + "FN": 13353, + "FP": 33434, + "IoU": 0.5800805966666367, + "TN": 72714241, + "TP": 64632, + "n_pred": 98066, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5204058816037135, + "FN": 168110, + "FP": 1333, + "IoU": 0.3517220534559673, + "TN": 71548114, + "TP": 91931, + "n_pred": 93264, + "n_ref": 260041 + }, + "10": { + "Dice": 0.41312858403176006, + "FN": 63748, + "FP": 21400, + "IoU": 0.2603415625705798, + "TN": 71694370, + "TP": 29970, + "n_pred": 51370, + "n_ref": 93718 + }, + "11": { + "Dice": 0.6503251625812907, + "FN": 1419, + "FP": 678, + "IoU": 0.48183839881393625, + "TN": 71805441, + "TP": 1950, + "n_pred": 2628, + "n_ref": 3369 + }, + "12": { + "Dice": 0.14267407090986758, + "FN": 6008, + "FP": 13, + "IoU": 0.07681692732290708, + "TN": 71802966, + "TP": 501, + "n_pred": 514, + "n_ref": 6509 + }, + "13": { + "Dice": 0.6008151241516098, + "FN": 28005, + "FP": 19694, + "IoU": 0.42940367246844907, + "TN": 71725893, + "TP": 35896, + "n_pred": 55590, + "n_ref": 63901 + }, + "14": { + "Dice": 0.393551774633526, + "FN": 380136, + "FP": 57605, + "IoU": 0.24498254498288993, + "TN": 71229712, + "TP": 142035, + "n_pred": 199640, + "n_ref": 522171 + }, + "15": { + "Dice": 0.13841880966570339, + "FN": 162198, + "FP": 67671, + "IoU": 0.07435550508589239, + "TN": 71561154, + "TP": 18465, + "n_pred": 86136, + "n_ref": 180663 + }, + "2": { + "Dice": 0.5854054822240276, + "FN": 8879, + "FP": 186582, + "IoU": 0.4138327095628809, + "TN": 71476032, + "TP": 137995, + "n_pred": 324577, + "n_ref": 146874 + }, + "3": { + "Dice": 0.0015749390520161377, + "FN": 184849, + "FP": 263, + "IoU": 0.0007880901229636507, + "TN": 71624230, + "TP": 146, + "n_pred": 409, + "n_ref": 184995 + }, + "4": { + "Dice": 0.814224441457013, + "FN": 1256, + "FP": 4548, + "IoU": 0.6866598283215462, + "TN": 71790965, + "TP": 12719, + "n_pred": 17267, + "n_ref": 13975 + }, + "5": { + "Dice": 0.6681155714650985, + "FN": 5117, + "FP": 75, + "IoU": 0.5016317911307353, + "TN": 71799070, + "TP": 5226, + "n_pred": 5301, + "n_ref": 10343 + }, + "6": { + "Dice": 0.83703664569158, + "FN": 44091, + "FP": 424765, + "IoU": 0.7197446442234124, + "TN": 70136528, + "TP": 1204104, + "n_pred": 1628869, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.5492356391676794, + "FN": 143614, + "FP": 6619, + "IoU": 0.3785836308058852, + "TN": 71567729, + "TP": 91526, + "n_pred": 98145, + "n_ref": 235140 + }, + "8": { + "Dice": 0.931242614888385, + "FN": 8335, + "FP": 2430, + "IoU": 0.8713320982489691, + "TN": 71725823, + "TP": 72900, + "n_pred": 75330, + "n_ref": 81235 + }, + "9": { + "Dice": 0.7992757981411326, + "FN": 23702, + "FP": 8671, + "IoU": 0.6656614374089872, + "TN": 71712661, + "TP": 64454, + "n_pred": 73125, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7415827959450706, + "FN": 71654, + "FP": 27687, + "IoU": 0.5892980432526739, + "TN": 135203629, + "TP": 142540, + "n_pred": 170227, + "n_ref": 214194 + }, + "10": { + "Dice": 0.6515908424789136, + "FN": 35114, + "FP": 18379, + "IoU": 0.48322932163765286, + "TN": 135341996, + "TP": 50021, + "n_pred": 68400, + "n_ref": 85135 + }, + "11": { + "Dice": 0.46447860407145825, + "FN": 2429, + "FP": 149, + "IoU": 0.3024891774891775, + "TN": 135441814, + "TP": 1118, + "n_pred": 1267, + "n_ref": 3547 + }, + "12": { + "Dice": 0.18657287046949075, + "FN": 4898, + "FP": 421, + "IoU": 0.10288412885815483, + "TN": 135439581, + "TP": 610, + "n_pred": 1031, + "n_ref": 5508 + }, + "13": { + "Dice": 0.479567441343267, + "FN": 23322, + "FP": 14120, + "IoU": 0.3154151353920977, + "TN": 135390817, + "TP": 17251, + "n_pred": 31371, + "n_ref": 40573 + }, + "14": { + "Dice": 0.5667403653185482, + "FN": 18053, + "FP": 173008, + "IoU": 0.3954205864763008, + "TN": 135129487, + "TP": 124962, + "n_pred": 297970, + "n_ref": 143015 + }, + "15": { + "Dice": 0.16017237213581917, + "FN": 27102, + "FP": 226641, + "IoU": 0.08705835791897532, + "TN": 135167570, + "TP": 24197, + "n_pred": 250838, + "n_ref": 51299 + }, + "2": { + "Dice": 0.6943506209502247, + "FN": 20618, + "FP": 145706, + "IoU": 0.531804810764402, + "TN": 135090265, + "TP": 188921, + "n_pred": 334627, + "n_ref": 209539 + }, + "3": { + "Dice": 0.4026723089482365, + "FN": 166441, + "FP": 12826, + "IoU": 0.25209123413060985, + "TN": 135205819, + "TP": 60424, + "n_pred": 73250, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8784717590245724, + "FN": 3915, + "FP": 5195, + "IoU": 0.7832809972404605, + "TN": 135403474, + "TP": 32926, + "n_pred": 38121, + "n_ref": 36841 + }, + "5": { + "Dice": 0.002990813928647725, + "FN": 28002, + "FP": 0, + "IoU": 0.0014976465554129225, + "TN": 135417466, + "TP": 42, + "n_pred": 42, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9079580589148596, + "FN": 135775, + "FP": 173736, + "IoU": 0.8314314906372916, + "TN": 133609396, + "TP": 1526603, + "n_pred": 1700339, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.45162602186410067, + "FN": 133449, + "FP": 25665, + "IoU": 0.29167761034567186, + "TN": 135220875, + "TP": 65521, + "n_pred": 91186, + "n_ref": 198970 + }, + "8": { + "Dice": 0.7267431740441638, + "FN": 110098, + "FP": 24910, + "IoU": 0.5707750072328074, + "TN": 135130971, + "TP": 179531, + "n_pred": 204441, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8166811830789049, + "FN": 19740, + "FP": 15409, + "IoU": 0.6901615789427289, + "TN": 135332067, + "TP": 78294, + "n_pred": 93703, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4136700015508821, + "FN": 185530, + "FP": 14843, + "IoU": 0.26077171960141227, + "TN": 105482948, + "TP": 70684, + "n_pred": 85527, + "n_ref": 256214 + }, + "10": { + "Dice": 0.17800578371070702, + "FN": 50544, + "FP": 41267, + "IoU": 0.09769832534004246, + "TN": 105652253, + "TP": 9941, + "n_pred": 51208, + "n_ref": 60485 + }, + "11": { + "Dice": 0.7420034476153994, + "FN": 532, + "FP": 815, + "IoU": 0.5898294762484775, + "TN": 105750721, + "TP": 1937, + "n_pred": 2752, + "n_ref": 2469 + }, + "12": { + "Dice": 0.5679523056332887, + "FN": 2070, + "FP": 1481, + "IoU": 0.3966015293118097, + "TN": 105748120, + "TP": 2334, + "n_pred": 3815, + "n_ref": 4404 + }, + "13": { + "Dice": 0.19670239252855753, + "FN": 71698, + "FP": 3477, + "IoU": 0.10907927327889641, + "TN": 105669626, + "TP": 9204, + "n_pred": 12681, + "n_ref": 80902 + }, + "14": { + "Dice": 0.7854234926722802, + "FN": 48637, + "FP": 32374, + "IoU": 0.6466644858794025, + "TN": 105524730, + "TP": 148264, + "n_pred": 180638, + "n_ref": 196901 + }, + "15": { + "Dice": 0.4808802486801204, + "FN": 8440, + "FP": 33644, + "IoU": 0.3165519033389632, + "TN": 105692429, + "TP": 19492, + "n_pred": 53136, + "n_ref": 27932 + }, + "2": { + "Dice": 0.29022214139677394, + "FN": 126558, + "FP": 2239, + "IoU": 0.16974260131890234, + "TN": 105598876, + "TP": 26332, + "n_pred": 28571, + "n_ref": 152890 + }, + "3": { + "Dice": 0.7457100844967367, + "FN": 12472, + "FP": 95959, + "IoU": 0.5945276887580913, + "TN": 105486586, + "TP": 158988, + "n_pred": 254947, + "n_ref": 171460 + }, + "4": { + "Dice": 0.06124482430307995, + "FN": 39471, + "FP": 2926, + "IoU": 0.03158976701690269, + "TN": 105710225, + "TP": 1383, + "n_pred": 4309, + "n_ref": 40854 + }, + "5": { + "Dice": 0.5023836148549232, + "FN": 8097, + "FP": 358, + "IoU": 0.3354554743378134, + "TN": 105741282, + "TP": 4268, + "n_pred": 4626, + "n_ref": 12365 + }, + "6": { + "Dice": 0.7952582011179188, + "FN": 63988, + "FP": 694271, + "IoU": 0.6601067563654425, + "TN": 103523131, + "TP": 1472615, + "n_pred": 2166886, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.6037126863527167, + "FN": 137076, + "FP": 35307, + "IoU": 0.43236995742354845, + "TN": 105450316, + "TP": 131306, + "n_pred": 166613, + "n_ref": 268382 + }, + "8": { + "Dice": 0.7309542713675672, + "FN": 3510, + "FP": 59179, + "IoU": 0.5759873382618518, + "TN": 105606158, + "TP": 85158, + "n_pred": 144337, + "n_ref": 88668 + }, + "9": { + "Dice": 0.627418779778947, + "FN": 16735, + "FP": 52235, + "IoU": 0.45710867272240674, + "TN": 105626963, + "TP": 58072, + "n_pred": 110307, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9050139786424676, + "FN": 16295, + "FP": 33445, + "IoU": 0.8265073352447523, + "TN": 96851182, + "TP": 236958, + "n_pred": 270403, + "n_ref": 253253 + }, + "10": { + "Dice": 0.6265606833550836, + "FN": 46558, + "FP": 32135, + "IoU": 0.45619830141870926, + "TN": 96993171, + "TP": 66016, + "n_pred": 98151, + "n_ref": 112574 + }, + "11": { + "Dice": 0.41898390131716495, + "FN": 2559, + "FP": 220, + "IoU": 0.26500925681036763, + "TN": 97134099, + "TP": 1002, + "n_pred": 1222, + "n_ref": 3561 + }, + "12": { + "Dice": 0.6836810335698401, + "FN": 1290, + "FP": 1697, + "IoU": 0.5193885760257442, + "TN": 97131665, + "TP": 3228, + "n_pred": 4925, + "n_ref": 4518 + }, + "13": { + "Dice": 0.3798628167114188, + "FN": 34972, + "FP": 13759, + "IoU": 0.2344633655900465, + "TN": 97074224, + "TP": 14925, + "n_pred": 28684, + "n_ref": 49897 + }, + "14": { + "Dice": 0.7504032391888752, + "FN": 38361, + "FP": 112051, + "IoU": 0.6005163127197781, + "TN": 96761364, + "TP": 226104, + "n_pred": 338155, + "n_ref": 264465 + }, + "15": { + "Dice": 0.04361665845617492, + "FN": 14315, + "FP": 339017, + "IoU": 0.022294535804908283, + "TN": 96776491, + "TP": 8057, + "n_pred": 347074, + "n_ref": 22372 + }, + "2": { + "Dice": 0.06267997898055702, + "FN": 133530, + "FP": 249, + "IoU": 0.032353962329658884, + "TN": 96999628, + "TP": 4473, + "n_pred": 4722, + "n_ref": 138003 + }, + "3": { + "Dice": 0.6158282269632922, + "FN": 9924, + "FP": 175402, + "IoU": 0.4449073727404789, + "TN": 96804015, + "TP": 148539, + "n_pred": 323941, + "n_ref": 158463 + }, + "4": { + "Dice": 0.8748408994484514, + "FN": 3783, + "FP": 3002, + "IoU": 0.777526395173454, + "TN": 97107382, + "TP": 23713, + "n_pred": 26715, + "n_ref": 27496 + }, + "5": { + "Dice": 0.62555026902041, + "FN": 7599, + "FP": 822, + "IoU": 0.4551277903591071, + "TN": 97122425, + "TP": 7034, + "n_pred": 7856, + "n_ref": 14633 + }, + "6": { + "Dice": 0.7928271890324194, + "FN": 65855, + "FP": 683834, + "IoU": 0.6567636230946484, + "TN": 94953703, + "TP": 1434488, + "n_pred": 2118322, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.5472594498712023, + "FN": 152593, + "FP": 15606, + "IoU": 0.3767083185106131, + "TN": 96868024, + "TP": 101657, + "n_pred": 117263, + "n_ref": 254250 + }, + "8": { + "Dice": 0.7268252969692485, + "FN": 10210, + "FP": 78374, + "IoU": 0.5708763261153902, + "TN": 96931450, + "TP": 117846, + "n_pred": 196220, + "n_ref": 128056 + }, + "9": { + "Dice": 0.5355767009679366, + "FN": 32642, + "FP": 29685, + "IoU": 0.36572533455452094, + "TN": 97039615, + "TP": 35938, + "n_pred": 65623, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7997279546658034, + "FN": 14178, + "FP": 65623, + "IoU": 0.6662889115634879, + "TN": 130527660, + "TP": 159331, + "n_pred": 224954, + "n_ref": 173509 + }, + "10": { + "Dice": 0.3579173229245132, + "FN": 38048, + "FP": 102597, + "IoU": 0.21796547026606244, + "TN": 130586947, + "TP": 39200, + "n_pred": 141797, + "n_ref": 77248 + }, + "11": { + "Dice": 0.6890177032743224, + "FN": 1850, + "FP": 135, + "IoU": 0.5255736137667304, + "TN": 130762608, + "TP": 2199, + "n_pred": 2334, + "n_ref": 4049 + }, + "12": { + "Dice": 0.6545669757348589, + "FN": 1669, + "FP": 82, + "IoU": 0.48651026392961877, + "TN": 130763382, + "TP": 1659, + "n_pred": 1741, + "n_ref": 3328 + }, + "13": { + "Dice": 0.4693851354242437, + "FN": 39427, + "FP": 10177, + "IoU": 0.3066644302806664, + "TN": 130695248, + "TP": 21940, + "n_pred": 32117, + "n_ref": 61367 + }, + "14": { + "Dice": 0.6618280914160403, + "FN": 15168, + "FP": 132255, + "IoU": 0.49457628513243873, + "TN": 130475110, + "TP": 144259, + "n_pred": 276514, + "n_ref": 159427 + }, + "15": { + "Dice": 0.12434271891432028, + "FN": 16659, + "FP": 154201, + "IoU": 0.06629287779180397, + "TN": 130583801, + "TP": 12131, + "n_pred": 166332, + "n_ref": 28790 + }, + "2": { + "Dice": 0.6997071151173658, + "FN": 9492, + "FP": 125129, + "IoU": 0.5381150072051053, + "TN": 130475332, + "TP": 156839, + "n_pred": 281968, + "n_ref": 166331 + }, + "3": { + "Dice": 0.3133969713817246, + "FN": 132793, + "FP": 12933, + "IoU": 0.185815491887543, + "TN": 130587808, + "TP": 33258, + "n_pred": 46191, + "n_ref": 166051 + }, + "4": { + "Dice": 0.6653373484170261, + "FN": 13586, + "FP": 2862, + "IoU": 0.49850600646380877, + "TN": 130733994, + "TP": 16350, + "n_pred": 19212, + "n_ref": 29936 + }, + "5": { + "Dice": 0.21285563751317177, + "FN": 27572, + "FP": 67, + "IoU": 0.11910377358490566, + "TN": 130735416, + "TP": 3737, + "n_pred": 3804, + "n_ref": 31309 + }, + "6": { + "Dice": 0.8646241201911609, + "FN": 135522, + "FP": 240747, + "IoU": 0.761531168282997, + "TN": 129188938, + "TP": 1201585, + "n_pred": 1442332, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.6387241779164817, + "FN": 222469, + "FP": 29893, + "IoU": 0.469209962855929, + "TN": 130291346, + "TP": 223084, + "n_pred": 252977, + "n_ref": 445553 + }, + "8": { + "Dice": 0.7424047978527093, + "FN": 53199, + "FP": 69643, + "IoU": 0.5903368560766489, + "TN": 130466931, + "TP": 177019, + "n_pred": 246662, + "n_ref": 230218 + }, + "9": { + "Dice": 0.7851148759973292, + "FN": 20306, + "FP": 24429, + "IoU": 0.646246184503946, + "TN": 130640334, + "TP": 81723, + "n_pred": 106152, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5614768233238296, + "FN": 103165, + "FP": 49413, + "IoU": 0.39031475643038954, + "TN": 71985751, + "TP": 97679, + "n_pred": 147092, + "n_ref": 200844 + }, + "10": { + "Dice": 0.059146400699459215, + "FN": 59010, + "FP": 57208, + "IoU": 0.03047442667534266, + "TN": 72116137, + "TP": 3653, + "n_pred": 60861, + "n_ref": 62663 + }, + "11": { + "Dice": 0.1671763506625892, + "FN": 2441, + "FP": 10, + "IoU": 0.09121245828698554, + "TN": 72233311, + "TP": 246, + "n_pred": 256, + "n_ref": 2687 + }, + "12": { + "Dice": 0.4556681443951868, + "FN": 2632, + "FP": 806, + "IoU": 0.2950584375640763, + "TN": 72231131, + "TP": 1439, + "n_pred": 2245, + "n_ref": 4071 + }, + "13": { + "Dice": 0.15708971578202088, + "FN": 63449, + "FP": 11554, + "IoU": 0.08524002341691872, + "TN": 72154016, + "TP": 6989, + "n_pred": 18543, + "n_ref": 70438 + }, + "14": { + "Dice": 0.1414173938242586, + "FN": 56277, + "FP": 157043, + "IoU": 0.0760888396105471, + "TN": 72005120, + "TP": 17568, + "n_pred": 174611, + "n_ref": 73845 + }, + "15": { + "Dice": 0.19750101536182718, + "FN": 7649, + "FP": 160302, + "IoU": 0.10957066663839082, + "TN": 72047390, + "TP": 20667, + "n_pred": 180969, + "n_ref": 28316 + }, + "2": { + "Dice": 0.0, + "FN": 127295, + "FP": 17723, + "IoU": 0.0, + "TN": 72090990, + "TP": 0, + "n_pred": 17723, + "n_ref": 127295 + }, + "3": { + "Dice": 0.6441549219055765, + "FN": 8598, + "FP": 167788, + "IoU": 0.4750947820756233, + "TN": 71899974, + "TP": 159648, + "n_pred": 327436, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2779, + "IoU": 0.0, + "TN": 72233229, + "TP": 0, + "n_pred": 2779, + "n_ref": 0 + }, + "5": { + "Dice": 0.8475144696273057, + "FN": 393, + "FP": 2426, + "IoU": 0.7353797052473482, + "TN": 72225355, + "TP": 7834, + "n_pred": 10260, + "n_ref": 8227 + }, + "6": { + "Dice": 0.6072513155545674, + "FN": 195448, + "FP": 1507288, + "IoU": 0.4360092544595465, + "TN": 69216923, + "TP": 1316349, + "n_pred": 2823637, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.09681333921704596, + "FN": 314689, + "FP": 143783, + "IoU": 0.05086907196859913, + "TN": 71752964, + "TP": 24572, + "n_pred": 168355, + "n_ref": 339261 + }, + "8": { + "Dice": 0.8106668446699152, + "FN": 6856, + "FP": 21508, + "IoU": 0.6816146014570027, + "TN": 72146921, + "TP": 60723, + "n_pred": 82231, + "n_ref": 67579 + }, + "9": { + "Dice": 0.27576503693281745, + "FN": 37468, + "FP": 26361, + "IoU": 0.1599347205222358, + "TN": 72160027, + "TP": 12152, + "n_pred": 38513, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.48490248201053565, + "FN": 39193, + "FP": 66607, + "IoU": 0.32004704400413886, + "TN": 52397521, + "TP": 49799, + "n_pred": 116406, + "n_ref": 88992 + }, + "10": { + "Dice": 0.0, + "FN": 47184, + "FP": 7189, + "IoU": 0.0, + "TN": 52498747, + "TP": 0, + "n_pred": 7189, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0, + "FN": 2042, + "FP": 8, + "IoU": 0.0, + "TN": 52551070, + "TP": 0, + "n_pred": 8, + "n_ref": 2042 + }, + "12": { + "Dice": 0.015785697201626404, + "FN": 4033, + "FP": 82, + "IoU": 0.007955641272902604, + "TN": 52548972, + "TP": 33, + "n_pred": 115, + "n_ref": 4066 + }, + "13": { + "Dice": 0.0, + "FN": 21615, + "FP": 2243, + "IoU": 0.0, + "TN": 52529262, + "TP": 0, + "n_pred": 2243, + "n_ref": 21615 + }, + "14": { + "Dice": 0.00047281323877068556, + "FN": 55818, + "FP": 24514, + "IoU": 0.00023646252069047056, + "TN": 52472769, + "TP": 19, + "n_pred": 24533, + "n_ref": 55837 + }, + "15": { + "Dice": 0.05081784498599271, + "FN": 23582, + "FP": 39438, + "IoU": 0.02607136785819154, + "TN": 52488413, + "TP": 1687, + "n_pred": 41125, + "n_ref": 25269 + }, + "2": { + "Dice": 0.491806851036839, + "FN": 71883, + "FP": 58714, + "IoU": 0.32609009752825224, + "TN": 52359330, + "TP": 63193, + "n_pred": 121907, + "n_ref": 135076 + }, + "3": { + "Dice": 0.24001007003249875, + "FN": 122119, + "FP": 10709, + "IoU": 0.13637013822967192, + "TN": 52399318, + "TP": 20974, + "n_pred": 31683, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 88, + "IoU": 0.0, + "TN": 52551152, + "TP": 0, + "n_pred": 88, + "n_ref": 1880 + }, + "5": { + "Dice": 0.694058856191005, + "FN": 2532, + "FP": 774, + "IoU": 0.5314625850340136, + "TN": 52546064, + "TP": 3750, + "n_pred": 4524, + "n_ref": 6282 + }, + "6": { + "Dice": 0.7846143072754735, + "FN": 83751, + "FP": 294566, + "IoU": 0.6455681615904215, + "TN": 51485730, + "TP": 689073, + "n_pred": 983639, + "n_ref": 772824 + }, + "7": { + "Dice": 0.15632232760333176, + "FN": 176145, + "FP": 6480, + "IoU": 0.08478831736358898, + "TN": 52353576, + "TP": 16919, + "n_pred": 23399, + "n_ref": 193064 + }, + "8": { + "Dice": 0.793025411485691, + "FN": 12050, + "FP": 12735, + "IoU": 0.6570357147799134, + "TN": 52480853, + "TP": 47482, + "n_pred": 60217, + "n_ref": 59532 + }, + "9": { + "Dice": 0.44531554795920264, + "FN": 54120, + "FP": 5594, + "IoU": 0.28643468285454804, + "TN": 52469436, + "TP": 23970, + "n_pred": 29564, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8482081846144016, + "FN": 53772, + "FP": 31751, + "IoU": 0.7364249105472567, + "TN": 143812777, + "TP": 238950, + "n_pred": 270701, + "n_ref": 292722 + }, + "10": { + "Dice": 0.14981915466983553, + "FN": 86743, + "FP": 44184, + "IoU": 0.08097541115938875, + "TN": 143994787, + "TP": 11536, + "n_pred": 55720, + "n_ref": 98279 + }, + "11": { + "Dice": 0.5228035965767522, + "FN": 4206, + "FP": 199, + "IoU": 0.35391610442945143, + "TN": 144130432, + "TP": 2413, + "n_pred": 2612, + "n_ref": 6619 + }, + "12": { + "Dice": 0.31534391534391537, + "FN": 4454, + "FP": 722, + "IoU": 0.1871859296482412, + "TN": 144130882, + "TP": 1192, + "n_pred": 1914, + "n_ref": 5646 + }, + "13": { + "Dice": 0.12589779265220172, + "FN": 95931, + "FP": 20294, + "IoU": 0.06717765560415748, + "TN": 144012655, + "TP": 8370, + "n_pred": 28664, + "n_ref": 104301 + }, + "14": { + "Dice": 0.6151484400811819, + "FN": 149429, + "FP": 176725, + "IoU": 0.4441981060535056, + "TN": 143550433, + "TP": 260663, + "n_pred": 437388, + "n_ref": 410092 + }, + "15": { + "Dice": 0.1311680143349065, + "FN": 8172, + "FP": 183839, + "IoU": 0.07018716253843732, + "TN": 143930745, + "TP": 14494, + "n_pred": 198333, + "n_ref": 22666 + }, + "2": { + "Dice": 0.6535009526923136, + "FN": 10107, + "FP": 125555, + "IoU": 0.4853333940332028, + "TN": 143873658, + "TP": 127930, + "n_pred": 253485, + "n_ref": 138037 + }, + "3": { + "Dice": 0.28480565044352096, + "FN": 143390, + "FP": 11333, + "IoU": 0.16604861747426292, + "TN": 143951720, + "TP": 30807, + "n_pred": 42140, + "n_ref": 174197 + }, + "4": { + "Dice": 0.8644789235205272, + "FN": 7098, + "FP": 6720, + "IoU": 0.7613059250302298, + "TN": 144079360, + "TP": 44072, + "n_pred": 50792, + "n_ref": 51170 + }, + "5": { + "Dice": 0.1892043541690046, + "FN": 28760, + "FP": 140, + "IoU": 0.10448686167575608, + "TN": 144104978, + "TP": 3372, + "n_pred": 3512, + "n_ref": 32132 + }, + "6": { + "Dice": 0.7855269908753412, + "FN": 86289, + "FP": 608465, + "IoU": 0.6468048157295122, + "TN": 142170196, + "TP": 1272300, + "n_pred": 1880765, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.37238825225772176, + "FN": 187724, + "FP": 19027, + "IoU": 0.22879427650622183, + "TN": 143869162, + "TP": 61337, + "n_pred": 80364, + "n_ref": 249061 + }, + "8": { + "Dice": 0.8143691103138342, + "FN": 22446, + "FP": 71773, + "IoU": 0.686865631958523, + "TN": 143836360, + "TP": 206671, + "n_pred": 278444, + "n_ref": 229117 + }, + "9": { + "Dice": 0.6883275830559724, + "FN": 32314, + "FP": 23965, + "IoU": 0.5247709520793752, + "TN": 144018825, + "TP": 62146, + "n_pred": 86111, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8702451616776353, + "FN": 40060, + "FP": 11813, + "IoU": 0.7702955828628363, + "TN": 111553095, + "TP": 173952, + "n_pred": 185765, + "n_ref": 214012 + }, + "10": { + "Dice": 0.1891394888820413, + "FN": 36488, + "FP": 45087, + "IoU": 0.10444729879568335, + "TN": 111687831, + "TP": 9514, + "n_pred": 54601, + "n_ref": 46002 + }, + "11": { + "Dice": 0.6143630962781758, + "FN": 2037, + "FP": 170, + "IoU": 0.4433795712484237, + "TN": 111774955, + "TP": 1758, + "n_pred": 1928, + "n_ref": 3795 + }, + "12": { + "Dice": 0.17337461300309598, + "FN": 4212, + "FP": 60, + "IoU": 0.09491525423728814, + "TN": 111774200, + "TP": 448, + "n_pred": 508, + "n_ref": 4660 + }, + "13": { + "Dice": 0.4244644266271786, + "FN": 31158, + "FP": 27919, + "IoU": 0.26940961143676884, + "TN": 111698058, + "TP": 21785, + "n_pred": 49704, + "n_ref": 52943 + }, + "14": { + "Dice": 0.47160498449365706, + "FN": 16398, + "FP": 152960, + "IoU": 0.30856223666590454, + "TN": 111533984, + "TP": 75578, + "n_pred": 228538, + "n_ref": 91976 + }, + "15": { + "Dice": 0.07276048789596129, + "FN": 3523, + "FP": 180216, + "IoU": 0.03775373400087982, + "TN": 111587972, + "TP": 7209, + "n_pred": 187425, + "n_ref": 10732 + }, + "2": { + "Dice": 0.955527909754873, + "FN": 13139, + "FP": 4842, + "IoU": 0.9148429323091058, + "TN": 111567769, + "TP": 193170, + "n_pred": 198012, + "n_ref": 206309 + }, + "3": { + "Dice": 0.8919090739936736, + "FN": 5918, + "FP": 8024, + "IoU": 0.8049060352909897, + "TN": 111707457, + "TP": 57521, + "n_pred": 65545, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8740538661103533, + "FN": 2339, + "FP": 2370, + "IoU": 0.7762839089742981, + "TN": 111757871, + "TP": 16340, + "n_pred": 18710, + "n_ref": 18679 + }, + "5": { + "Dice": 0.0, + "FN": 26416, + "FP": 0, + "IoU": 0.0, + "TN": 111752504, + "TP": 0, + "n_pred": 0, + "n_ref": 26416 + }, + "6": { + "Dice": 0.874166200703878, + "FN": 171670, + "FP": 134388, + "IoU": 0.7764611448425263, + "TN": 110409771, + "TP": 1063091, + "n_pred": 1197479, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.3738006849494131, + "FN": 181199, + "FP": 10423, + "IoU": 0.22986154371721962, + "TN": 111530105, + "TP": 57193, + "n_pred": 67616, + "n_ref": 238392 + }, + "8": { + "Dice": 0.5667980284068143, + "FN": 131550, + "FP": 91160, + "IoU": 0.3954767294778044, + "TN": 111410514, + "TP": 145696, + "n_pred": 236856, + "n_ref": 277246 + }, + "9": { + "Dice": 0.6833649985765166, + "FN": 21531, + "FP": 32966, + "IoU": 0.5190238736154626, + "TN": 111665615, + "TP": 58808, + "n_pred": 91774, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.36759468582577187, + "FN": 117924, + "FP": 45444, + "IoU": 0.22518591592047352, + "TN": 198877027, + "TP": 47480, + "n_pred": 92924, + "n_ref": 165404 + }, + "10": { + "Dice": 0.12583178342632775, + "FN": 57038, + "FP": 27564, + "IoU": 0.0671400690255924, + "TN": 198997184, + "TP": 6089, + "n_pred": 33653, + "n_ref": 63127 + }, + "11": { + "Dice": 0.7006231373611488, + "FN": 1849, + "FP": 361, + "IoU": 0.5391993327773145, + "TN": 199083079, + "TP": 2586, + "n_pred": 2947, + "n_ref": 4435 + }, + "12": { + "Dice": 0.5841190027236539, + "FN": 1941, + "FP": 44, + "IoU": 0.41254809115122815, + "TN": 199084496, + "TP": 1394, + "n_pred": 1438, + "n_ref": 3335 + }, + "13": { + "Dice": 0.3074523816733792, + "FN": 25441, + "FP": 20299, + "IoU": 0.18165065392804108, + "TN": 199031982, + "TP": 10153, + "n_pred": 30452, + "n_ref": 35594 + }, + "14": { + "Dice": 0.18693288687707985, + "FN": 33382, + "FP": 84629, + "IoU": 0.10310312592626371, + "TN": 198956298, + "TP": 13566, + "n_pred": 98195, + "n_ref": 46948 + }, + "15": { + "Dice": 0.19899338393473232, + "FN": 114053, + "FP": 83291, + "IoU": 0.11049009046367705, + "TN": 198866018, + "TP": 24513, + "n_pred": 107804, + "n_ref": 138566 + }, + "2": { + "Dice": 0.6333071763067966, + "FN": 4484, + "FP": 140378, + "IoU": 0.46338662596867636, + "TN": 198817919, + "TP": 125094, + "n_pred": 265472, + "n_ref": 129578 + }, + "3": { + "Dice": 0.03737989615195036, + "FN": 136063, + "FP": 6502, + "IoU": 0.019045915242924868, + "TN": 198942542, + "TP": 2768, + "n_pred": 9270, + "n_ref": 138831 + }, + "4": { + "Dice": 0.6293918598399798, + "FN": 7169, + "FP": 4550, + "IoU": 0.459206275957545, + "TN": 199066205, + "TP": 9951, + "n_pred": 14501, + "n_ref": 17120 + }, + "5": { + "Dice": 0.004768923957339808, + "FN": 20013, + "FP": 2943, + "IoU": 0.0023901612272391464, + "TN": 199064864, + "TP": 55, + "n_pred": 2998, + "n_ref": 20068 + }, + "6": { + "Dice": 0.7755340757602202, + "FN": 110763, + "FP": 493717, + "IoU": 0.6333651761209419, + "TN": 197439150, + "TP": 1044245, + "n_pred": 1537962, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.16179862654539914, + "FN": 140779, + "FP": 18750, + "IoU": 0.08802007706115729, + "TN": 198912949, + "TP": 15397, + "n_pred": 34147, + "n_ref": 156176 + }, + "8": { + "Dice": 0.7366506064701613, + "FN": 11253, + "FP": 65324, + "IoU": 0.583093331300802, + "TN": 198904196, + "TP": 107102, + "n_pred": 172426, + "n_ref": 118355 + }, + "9": { + "Dice": 0.742033860417587, + "FN": 33689, + "FP": 14780, + "IoU": 0.5898679122348303, + "TN": 198969696, + "TP": 69710, + "n_pred": 84490, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8759496806483303, + "FN": 28784, + "FP": 15285, + "IoU": 0.7792797756185516, + "TN": 130875532, + "TP": 155591, + "n_pred": 170876, + "n_ref": 184375 + }, + "10": { + "Dice": 0.41935483870967744, + "FN": 44319, + "FP": 62025, + "IoU": 0.2653061224489796, + "TN": 130930446, + "TP": 38402, + "n_pred": 100427, + "n_ref": 82721 + }, + "11": { + "Dice": 0.23644482245375292, + "FN": 3515, + "FP": 76, + "IoU": 0.13407282372799614, + "TN": 131071045, + "TP": 556, + "n_pred": 632, + "n_ref": 4071 + }, + "12": { + "Dice": 0.6594832095407469, + "FN": 1483, + "FP": 1772, + "IoU": 0.49196191665366007, + "TN": 131068785, + "TP": 3152, + "n_pred": 4924, + "n_ref": 4635 + }, + "13": { + "Dice": 0.21830607844975244, + "FN": 77349, + "FP": 14382, + "IoU": 0.12252726229194566, + "TN": 130970652, + "TP": 12809, + "n_pred": 27191, + "n_ref": 90158 + }, + "14": { + "Dice": 0.2588280594633992, + "FN": 9560, + "FP": 259919, + "IoU": 0.1486516371172583, + "TN": 130758660, + "TP": 47053, + "n_pred": 306972, + "n_ref": 56613 + }, + "15": { + "Dice": 0.17038387069986582, + "FN": 8087, + "FP": 181730, + "IoU": 0.09312547477652657, + "TN": 130865883, + "TP": 19492, + "n_pred": 201222, + "n_ref": 27579 + }, + "2": { + "Dice": 0.22224304216037477, + "FN": 140093, + "FP": 1031, + "IoU": 0.1250131752714106, + "TN": 130913905, + "TP": 20163, + "n_pred": 21194, + "n_ref": 160256 + }, + "3": { + "Dice": 0.6321758564328364, + "FN": 10026, + "FP": 199487, + "IoU": 0.4621762668877725, + "TN": 130685635, + "TP": 180044, + "n_pred": 379531, + "n_ref": 190070 + }, + "4": { + "Dice": 0.32646786190680743, + "FN": 58640, + "FP": 942, + "IoU": 0.1950771392288779, + "TN": 131001170, + "TP": 14440, + "n_pred": 15382, + "n_ref": 73080 + }, + "5": { + "Dice": 0.43541776142932215, + "FN": 10556, + "FP": 188, + "IoU": 0.27829650030227715, + "TN": 131060305, + "TP": 4143, + "n_pred": 4331, + "n_ref": 14699 + }, + "6": { + "Dice": 0.7685639982190031, + "FN": 47346, + "FP": 808228, + "IoU": 0.624120130569065, + "TN": 128799002, + "TP": 1420616, + "n_pred": 2228844, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.4514655241614546, + "FN": 445347, + "FP": 360991, + "IoU": 0.2915437345474546, + "TN": 129937030, + "TP": 331824, + "n_pred": 692815, + "n_ref": 777171 + }, + "8": { + "Dice": 0.7954014059298863, + "FN": 23750, + "FP": 29978, + "IoU": 0.6603041127936016, + "TN": 130917027, + "TP": 104437, + "n_pred": 134415, + "n_ref": 128187 + }, + "9": { + "Dice": 0.5111861474741762, + "FN": 34811, + "FP": 23963, + "IoU": 0.3433512837128237, + "TN": 130985686, + "TP": 30732, + "n_pred": 54695, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9159005240415555, + "FN": 16293, + "FP": 20297, + "IoU": 0.8448491530095193, + "TN": 101381365, + "TP": 199245, + "n_pred": 219542, + "n_ref": 215538 + }, + "10": { + "Dice": 0.09534096637142651, + "FN": 41851, + "FP": 33527, + "IoU": 0.05005671077504726, + "TN": 101537850, + "TP": 3972, + "n_pred": 37499, + "n_ref": 45823 + }, + "11": { + "Dice": 0.7548371295615969, + "FN": 1877, + "FP": 125, + "IoU": 0.6062155782848151, + "TN": 101612116, + "TP": 3082, + "n_pred": 3207, + "n_ref": 4959 + }, + "12": { + "Dice": 0.5611580217129071, + "FN": 3164, + "FP": 474, + "IoU": 0.39000670690811534, + "TN": 101611236, + "TP": 2326, + "n_pred": 2800, + "n_ref": 5490 + }, + "13": { + "Dice": 0.4375752951570155, + "FN": 38291, + "FP": 17731, + "IoU": 0.2800616847651481, + "TN": 101539385, + "TP": 21793, + "n_pred": 39524, + "n_ref": 60084 + }, + "14": { + "Dice": 0.4315623719883197, + "FN": 4353, + "FP": 146902, + "IoU": 0.2751543091550376, + "TN": 101408528, + "TP": 57417, + "n_pred": 204319, + "n_ref": 61770 + }, + "15": { + "Dice": 0.2452540760253979, + "FN": 14320, + "FP": 102289, + "IoU": 0.13976614658256797, + "TN": 101481645, + "TP": 18946, + "n_pred": 121235, + "n_ref": 33266 + }, + "2": { + "Dice": 0.7319015430871547, + "FN": 37971, + "FP": 60471, + "IoU": 0.5771646035032257, + "TN": 101384386, + "TP": 134372, + "n_pred": 194843, + "n_ref": 172343 + }, + "3": { + "Dice": 0.6395265803149526, + "FN": 79386, + "FP": 26117, + "IoU": 0.4700764976819645, + "TN": 101418109, + "TP": 93588, + "n_pred": 119705, + "n_ref": 172974 + }, + "4": { + "Dice": 0.4500931869952371, + "FN": 3172, + "FP": 28694, + "IoU": 0.29040016033135146, + "TN": 101572293, + "TP": 13041, + "n_pred": 41735, + "n_ref": 16213 + }, + "5": { + "Dice": 0.29160266971990284, + "FN": 25150, + "FP": 217, + "IoU": 0.1706878514450111, + "TN": 101586612, + "TP": 5221, + "n_pred": 5438, + "n_ref": 30371 + }, + "6": { + "Dice": 0.8158647241814766, + "FN": 209268, + "FP": 388564, + "IoU": 0.688996215924331, + "TN": 99694934, + "TP": 1324434, + "n_pred": 1712998, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.658573710589748, + "FN": 209120, + "FP": 17655, + "IoU": 0.4909503532089601, + "TN": 101171713, + "TP": 218712, + "n_pred": 236367, + "n_ref": 427832 + }, + "8": { + "Dice": 0.7579565600426351, + "FN": 57722, + "FP": 53549, + "IoU": 0.6102496383448981, + "TN": 101331707, + "TP": 174222, + "n_pred": 227771, + "n_ref": 231944 + }, + "9": { + "Dice": 0.7596538147682668, + "FN": 17230, + "FP": 23121, + "IoU": 0.6124530585195785, + "TN": 101513081, + "TP": 63768, + "n_pred": 86889, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6235313863712655, + "FN": 114999, + "FP": 1637, + "IoU": 0.452993537373491, + "TN": 118968986, + "TP": 96590, + "n_pred": 98227, + "n_ref": 211589 + }, + "10": { + "Dice": 0.41819112191377766, + "FN": 51327, + "FP": 30537, + "IoU": 0.26437525272947837, + "TN": 119070927, + "TP": 29421, + "n_pred": 59958, + "n_ref": 80748 + }, + "11": { + "Dice": 0.23604601619088197, + "FN": 3484, + "FP": 102, + "IoU": 0.13381642512077294, + "TN": 119178072, + "TP": 554, + "n_pred": 656, + "n_ref": 4038 + }, + "12": { + "Dice": 0.2917473165581559, + "FN": 3306, + "FP": 719, + "IoU": 0.1707869798104656, + "TN": 119177358, + "TP": 829, + "n_pred": 1548, + "n_ref": 4135 + }, + "13": { + "Dice": 0.28795425997314505, + "FN": 26427, + "FP": 6451, + "IoU": 0.16819308809391287, + "TN": 119142686, + "TP": 6648, + "n_pred": 13099, + "n_ref": 33075 + }, + "14": { + "Dice": 0.2820514531682739, + "FN": 44735, + "FP": 62846, + "IoU": 0.16417922043616417, + "TN": 119053499, + "TP": 21132, + "n_pred": 83978, + "n_ref": 65867 + }, + "15": { + "Dice": 0.08422926993599307, + "FN": 11969, + "FP": 178319, + "IoU": 0.04396625786906084, + "TN": 118983173, + "TP": 8751, + "n_pred": 187070, + "n_ref": 20720 + }, + "2": { + "Dice": 0.17455768456455317, + "FN": 171376, + "FP": 37730, + "IoU": 0.09562487025119369, + "TN": 118950996, + "TP": 22110, + "n_pred": 59840, + "n_ref": 193486 + }, + "3": { + "Dice": 0.776416361101069, + "FN": 16595, + "FP": 87307, + "IoU": 0.6345429412571622, + "TN": 118897905, + "TP": 180405, + "n_pred": 267712, + "n_ref": 197000 + }, + "4": { + "Dice": 0.025029296659075332, + "FN": 42771, + "FP": 1324, + "IoU": 0.012673249591366068, + "TN": 119137551, + "TP": 566, + "n_pred": 1890, + "n_ref": 43337 + }, + "5": { + "Dice": 0.4120117973009205, + "FN": 13112, + "FP": 46, + "IoU": 0.2594552003601981, + "TN": 119164444, + "TP": 4610, + "n_pred": 4656, + "n_ref": 17722 + }, + "6": { + "Dice": 0.8089439284158546, + "FN": 37852, + "FP": 765658, + "IoU": 0.6791820701941693, + "TN": 116677645, + "TP": 1701057, + "n_pred": 2466715, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.48087539831207876, + "FN": 190706, + "FP": 40143, + "IoU": 0.31654769975930297, + "TN": 118844443, + "TP": 106920, + "n_pred": 147063, + "n_ref": 297626 + }, + "8": { + "Dice": 0.7017287979544304, + "FN": 5184, + "FP": 60257, + "IoU": 0.5405101775721277, + "TN": 119039791, + "TP": 76980, + "n_pred": 137237, + "n_ref": 82164 + }, + "9": { + "Dice": 0.7580805742069924, + "FN": 20038, + "FP": 21756, + "IoU": 0.610410432804795, + "TN": 119074935, + "TP": 65483, + "n_pred": 87239, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 9337, + "IoU": 0.0, + "TN": 61323143, + "TP": 0, + "n_pred": 9337, + "n_ref": 0 + }, + "10": { + "Dice": 0.3377960148833328, + "FN": 24714, + "FP": 13372, + "IoU": 0.20322175732217573, + "TN": 61284680, + "TP": 9714, + "n_pred": 23086, + "n_ref": 34428 + }, + "11": { + "Dice": 0.6915977084659453, + "FN": 1691, + "FP": 247, + "IoU": 0.5285818535636099, + "TN": 61328369, + "TP": 2173, + "n_pred": 2420, + "n_ref": 3864 + }, + "12": { + "Dice": 0.3801807416640698, + "FN": 3630, + "FP": 348, + "IoU": 0.23470565602154675, + "TN": 61327282, + "TP": 1220, + "n_pred": 1568, + "n_ref": 4850 + }, + "13": { + "Dice": 0.10862477262587089, + "FN": 49531, + "FP": 2413, + "IoU": 0.05743163548603676, + "TN": 61277371, + "TP": 3165, + "n_pred": 5578, + "n_ref": 52696 + }, + "14": { + "Dice": 0.6814642479522522, + "FN": 93658, + "FP": 71735, + "IoU": 0.5168341069962695, + "TN": 60990169, + "TP": 176918, + "n_pred": 248653, + "n_ref": 270576 + }, + "15": { + "Dice": 0.39033781158379355, + "FN": 65077, + "FP": 38479, + "IoU": 0.24249672657581542, + "TN": 61195773, + "TP": 33151, + "n_pred": 71630, + "n_ref": 98228 + }, + "2": { + "Dice": 0.1811263318112633, + "FN": 143925, + "FP": 9943, + "IoU": 0.099581589958159, + "TN": 61161595, + "TP": 17017, + "n_pred": 26960, + "n_ref": 160942 + }, + "3": { + "Dice": 0.6508057253276675, + "FN": 16997, + "FP": 102814, + "IoU": 0.4823662074060633, + "TN": 61101021, + "TP": 111648, + "n_pred": 214462, + "n_ref": 128645 + }, + "4": { + "Dice": 0.6035103438344986, + "FN": 23329, + "FP": 1452, + "IoU": 0.4321624160766252, + "TN": 61288839, + "TP": 18860, + "n_pred": 20312, + "n_ref": 42189 + }, + "5": { + "Dice": 0.644860551473493, + "FN": 4491, + "FP": 4, + "IoU": 0.47586287313432835, + "TN": 61323904, + "TP": 4081, + "n_pred": 4085, + "n_ref": 8572 + }, + "6": { + "Dice": 0.8473990549274868, + "FN": 38383, + "FP": 382182, + "IoU": 0.7352059344998841, + "TN": 59744208, + "TP": 1167707, + "n_pred": 1549889, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.1789866449179325, + "FN": 182281, + "FP": 19052, + "IoU": 0.0982895838838404, + "TN": 61109201, + "TP": 21946, + "n_pred": 40998, + "n_ref": 204227 + }, + "8": { + "Dice": 0.6972351972351972, + "FN": 30566, + "FP": 14288, + "IoU": 0.5351965264608657, + "TN": 61235979, + "TP": 51647, + "n_pred": 65935, + "n_ref": 82213 + }, + "9": { + "Dice": 0.6440102727479601, + "FN": 13848, + "FP": 40905, + "IoU": 0.4749374274782075, + "TN": 61228201, + "TP": 49526, + "n_pred": 90431, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.637762589397223, + "FN": 60470, + "FP": 72081, + "IoU": 0.4681728635796451, + "TN": 148858263, + "TP": 116686, + "n_pred": 188767, + "n_ref": 177156 + }, + "10": { + "Dice": 0.6059691873101632, + "FN": 28612, + "FP": 28857, + "IoU": 0.4346885174947619, + "TN": 149005841, + "TP": 44190, + "n_pred": 73047, + "n_ref": 72802 + }, + "11": { + "Dice": 0.8068459657701712, + "FN": 459, + "FP": 568, + "IoU": 0.6762295081967213, + "TN": 149104328, + "TP": 2145, + "n_pred": 2713, + "n_ref": 2604 + }, + "12": { + "Dice": 0.2365415986949429, + "FN": 1807, + "FP": 65, + "IoU": 0.1341350601295097, + "TN": 149105338, + "TP": 290, + "n_pred": 355, + "n_ref": 2097 + }, + "13": { + "Dice": 0.2436411842686699, + "FN": 70583, + "FP": 14999, + "IoU": 0.1387194815127911, + "TN": 149008134, + "TP": 13784, + "n_pred": 28783, + "n_ref": 84367 + }, + "14": { + "Dice": 0.5754332210130018, + "FN": 22452, + "FP": 81749, + "IoU": 0.4039355890512828, + "TN": 148932685, + "TP": 70614, + "n_pred": 152363, + "n_ref": 93066 + }, + "15": { + "Dice": 0.33646272406011835, + "FN": 6433, + "FP": 118243, + "IoU": 0.20225739989506417, + "TN": 148951214, + "TP": 31610, + "n_pred": 149853, + "n_ref": 38043 + }, + "2": { + "Dice": 0.9479867029918269, + "FN": 5292, + "FP": 11356, + "IoU": 0.9011166547873605, + "TN": 148939140, + "TP": 151712, + "n_pred": 163068, + "n_ref": 157004 + }, + "3": { + "Dice": 0.5760978376935397, + "FN": 25557, + "FP": 25257, + "IoU": 0.40459088618867395, + "TN": 149022157, + "TP": 34529, + "n_pred": 59786, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9340145754119138, + "FN": 2251, + "FP": 1081, + "IoU": 0.8761982611280374, + "TN": 149080586, + "TP": 23582, + "n_pred": 24663, + "n_ref": 25833 + }, + "5": { + "Dice": 0.0, + "FN": 33716, + "FP": 0, + "IoU": 0.0, + "TN": 149073784, + "TP": 0, + "n_pred": 0, + "n_ref": 33716 + }, + "6": { + "Dice": 0.823054655777705, + "FN": 135934, + "FP": 281192, + "IoU": 0.6993142543263682, + "TN": 147720251, + "TP": 970123, + "n_pred": 1251315, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.2922426929699577, + "FN": 222010, + "FP": 35298, + "IoU": 0.1711265949599106, + "TN": 148797069, + "TP": 53123, + "n_pred": 88421, + "n_ref": 275133 + }, + "8": { + "Dice": 0.7056820218677182, + "FN": 67650, + "FP": 66994, + "IoU": 0.5452153441351614, + "TN": 148811439, + "TP": 161417, + "n_pred": 228411, + "n_ref": 229067 + }, + "9": { + "Dice": 0.7403274114799163, + "FN": 24333, + "FP": 19970, + "IoU": 0.5877141554296137, + "TN": 149000043, + "TP": 63154, + "n_pred": 83124, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.001088343684217661, + "FN": 514823, + "FP": 996, + "IoU": 0.0005444681263321062, + "TN": 100196700, + "TP": 281, + "n_pred": 1277, + "n_ref": 515104 + }, + "10": { + "Dice": 0.06797561046766053, + "FN": 33811, + "FP": 93977, + "IoU": 0.03518361923169848, + "TN": 100580352, + "TP": 4660, + "n_pred": 98637, + "n_ref": 38471 + }, + "11": { + "Dice": 0.5618088793530286, + "FN": 1779, + "FP": 876, + "IoU": 0.39063575854946064, + "TN": 100708443, + "TP": 1702, + "n_pred": 2578, + "n_ref": 3481 + }, + "12": { + "Dice": 0.16211044286495352, + "FN": 5280, + "FP": 850, + "IoU": 0.0882046705339878, + "TN": 100706077, + "TP": 593, + "n_pred": 1443, + "n_ref": 5873 + }, + "13": { + "Dice": 0.022408963585434174, + "FN": 38631, + "FP": 7088, + "IoU": 0.0113314447592068, + "TN": 100666557, + "TP": 524, + "n_pred": 7612, + "n_ref": 39155 + }, + "14": { + "Dice": 0.5286889920401483, + "FN": 77413, + "FP": 58950, + "IoU": 0.35933190819610517, + "TN": 100499955, + "TP": 76482, + "n_pred": 135432, + "n_ref": 153895 + }, + "15": { + "Dice": 0.6586355282621363, + "FN": 36492, + "FP": 24432, + "IoU": 0.49101906464602585, + "TN": 100593102, + "TP": 58774, + "n_pred": 83206, + "n_ref": 95266 + }, + "2": { + "Dice": 0.33381231800289735, + "FN": 176125, + "FP": 51508, + "IoU": 0.20034496810274569, + "TN": 100428136, + "TP": 57031, + "n_pred": 108539, + "n_ref": 233156 + }, + "3": { + "Dice": 0.6168886097152428, + "FN": 76632, + "FP": 106342, + "IoU": 0.44601513229403517, + "TN": 100382513, + "TP": 147313, + "n_pred": 253655, + "n_ref": 223945 + }, + "4": { + "Dice": 0.022075702075702076, + "FN": 56974, + "FP": 3095, + "IoU": 0.011161044989876042, + "TN": 100652053, + "TP": 678, + "n_pred": 3773, + "n_ref": 57652 + }, + "5": { + "Dice": 0.01601444912703191, + "FN": 16340, + "FP": 4, + "IoU": 0.008071857741093647, + "TN": 100696323, + "TP": 133, + "n_pred": 137, + "n_ref": 16473 + }, + "6": { + "Dice": 0.39653901160250854, + "FN": 1262502, + "FP": 1219839, + "IoU": 0.247301939038013, + "TN": 97414876, + "TP": 815583, + "n_pred": 2035422, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.041677862654024796, + "FN": 167955, + "FP": 31767, + "IoU": 0.02128243451841325, + "TN": 100508735, + "TP": 4343, + "n_pred": 36110, + "n_ref": 172298 + }, + "8": { + "Dice": 0.8537592379275979, + "FN": 7054, + "FP": 26843, + "IoU": 0.7448341275038955, + "TN": 100579957, + "TP": 98946, + "n_pred": 125789, + "n_ref": 106000 + }, + "9": { + "Dice": 0.48735011844001075, + "FN": 61942, + "FP": 22028, + "IoU": 0.3221830275340442, + "TN": 100588917, + "TP": 39913, + "n_pred": 61941, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8270561895049877, + "FN": 5247, + "FP": 25110, + "IoU": 0.7051115169412496, + "TN": 78847756, + "TP": 72587, + "n_pred": 97697, + "n_ref": 77834 + }, + "10": { + "Dice": 0.57762669556935, + "FN": 21357, + "FP": 4363, + "IoU": 0.406100630383079, + "TN": 78907393, + "TP": 17587, + "n_pred": 21950, + "n_ref": 38944 + }, + "11": { + "Dice": 0.2, + "FN": 1187, + "FP": 261, + "IoU": 0.1111111111111111, + "TN": 78949071, + "TP": 181, + "n_pred": 442, + "n_ref": 1368 + }, + "12": { + "Dice": 0.0, + "FN": 2560, + "FP": 0, + "IoU": 0.0, + "TN": 78948140, + "TP": 0, + "n_pred": 0, + "n_ref": 2560 + }, + "13": { + "Dice": 0.30675136497270056, + "FN": 47719, + "FP": 5101, + "IoU": 0.1811614423464484, + "TN": 78886194, + "TP": 11686, + "n_pred": 16787, + "n_ref": 59405 + }, + "14": { + "Dice": 0.18940142298025583, + "FN": 12122, + "FP": 117530, + "IoU": 0.10460707601571834, + "TN": 78805901, + "TP": 15147, + "n_pred": 132677, + "n_ref": 27269 + }, + "15": { + "Dice": 0.7390374941215032, + "FN": 7260, + "FP": 29364, + "IoU": 0.5860899833866392, + "TN": 78862217, + "TP": 51859, + "n_pred": 81223, + "n_ref": 59119 + }, + "2": { + "Dice": 0.8233716965283997, + "FN": 26111, + "FP": 5642, + "IoU": 0.6997721320310506, + "TN": 78844937, + "TP": 74010, + "n_pred": 79652, + "n_ref": 100121 + }, + "3": { + "Dice": 0.878824495541999, + "FN": 9766, + "FP": 10892, + "IoU": 0.7838420408291391, + "TN": 78855131, + "TP": 74911, + "n_pred": 85803, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8768728816243784, + "FN": 3287, + "FP": 600, + "IoU": 0.7807423285198556, + "TN": 78932972, + "TP": 13841, + "n_pred": 14441, + "n_ref": 17128 + }, + "5": { + "Dice": 0.0, + "FN": 34798, + "FP": 0, + "IoU": 0.0, + "TN": 78915902, + "TP": 0, + "n_pred": 0, + "n_ref": 34798 + }, + "6": { + "Dice": 0.8175060534585035, + "FN": 185466, + "FP": 47420, + "IoU": 0.6913405822072132, + "TN": 78196192, + "TP": 521622, + "n_pred": 569042, + "n_ref": 707088 + }, + "7": { + "Dice": 0.013343751391660965, + "FN": 716169, + "FP": 14964, + "IoU": 0.006716688607306029, + "TN": 78214623, + "TP": 4944, + "n_pred": 19908, + "n_ref": 721113 + }, + "8": { + "Dice": 0.6138224859918437, + "FN": 145973, + "FP": 86977, + "IoU": 0.4428166521161965, + "TN": 78532615, + "TP": 185135, + "n_pred": 272112, + "n_ref": 331108 + }, + "9": { + "Dice": 0.44456981664315937, + "FN": 33408, + "FP": 25662, + "IoU": 0.28581791802684076, + "TN": 78867990, + "TP": 23640, + "n_pred": 49302, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8392276277803447, + "FN": 12881, + "FP": 38966, + "IoU": 0.722990698146575, + "TN": 104817273, + "TP": 135320, + "n_pred": 174286, + "n_ref": 148201 + }, + "10": { + "Dice": 0.2738928020069471, + "FN": 64525, + "FP": 55881, + "IoU": 0.1586765887572931, + "TN": 104861325, + "TP": 22709, + "n_pred": 78590, + "n_ref": 87234 + }, + "11": { + "Dice": 0.7274305555555556, + "FN": 1817, + "FP": 67, + "IoU": 0.5716234652114598, + "TN": 105000042, + "TP": 2514, + "n_pred": 2581, + "n_ref": 4331 + }, + "12": { + "Dice": 0.3669808452417148, + "FN": 3626, + "FP": 538, + "IoU": 0.2247253770247626, + "TN": 104999069, + "TP": 1207, + "n_pred": 1745, + "n_ref": 4833 + }, + "13": { + "Dice": 0.36091460538940656, + "FN": 55625, + "FP": 22971, + "IoU": 0.2201926797567195, + "TN": 104903651, + "TP": 22193, + "n_pred": 45164, + "n_ref": 77818 + }, + "14": { + "Dice": 0.48697807799218173, + "FN": 3684, + "FP": 136214, + "IoU": 0.3218579129018498, + "TN": 104798144, + "TP": 66398, + "n_pred": 202612, + "n_ref": 70082 + }, + "15": { + "Dice": 0.17547704931574745, + "FN": 8428, + "FP": 141293, + "IoU": 0.09617694819894598, + "TN": 104838787, + "TP": 15932, + "n_pred": 157225, + "n_ref": 24360 + }, + "2": { + "Dice": 0.6794725616708474, + "FN": 18788, + "FP": 124582, + "IoU": 0.5145463410670026, + "TN": 104709108, + "TP": 151962, + "n_pred": 276544, + "n_ref": 170750 + }, + "3": { + "Dice": 0.22281240546956313, + "FN": 131814, + "FP": 19771, + "IoU": 0.12537359936300588, + "TN": 104831126, + "TP": 21729, + "n_pred": 41500, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 7123, + "IoU": 0.0, + "TN": 104997317, + "TP": 0, + "n_pred": 7123, + "n_ref": 0 + }, + "5": { + "Dice": 0.015631131458469588, + "FN": 29841, + "FP": 261, + "IoU": 0.007877129956164925, + "TN": 104974099, + "TP": 239, + "n_pred": 500, + "n_ref": 30080 + }, + "6": { + "Dice": 0.6975550370968945, + "FN": 80438, + "FP": 921505, + "IoU": 0.5355735228474208, + "TN": 102847063, + "TP": 1155434, + "n_pred": 2076939, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.3766121464193268, + "FN": 163674, + "FP": 56203, + "IoU": 0.23199147732234235, + "TN": 104718145, + "TP": 66418, + "n_pred": 122621, + "n_ref": 230092 + }, + "8": { + "Dice": 0.850016550764757, + "FN": 61881, + "FP": 45504, + "IoU": 0.7391554646547578, + "TN": 104592758, + "TP": 304297, + "n_pred": 349801, + "n_ref": 366178 + }, + "9": { + "Dice": 0.6929095748971525, + "FN": 33424, + "FP": 19874, + "IoU": 0.5301160207356208, + "TN": 104891012, + "TP": 60130, + "n_pred": 80004, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.17855943959781762, + "FN": 373971, + "FP": 32233, + "IoU": 0.09803198824033592, + "TN": 177225935, + "TP": 44149, + "n_pred": 76382, + "n_ref": 418120 + }, + "10": { + "Dice": 0.12551481962547892, + "FN": 62346, + "FP": 71633, + "IoU": 0.0669596222683399, + "TN": 177532694, + "TP": 9615, + "n_pred": 81248, + "n_ref": 71961 + }, + "11": { + "Dice": 0.7531572904707233, + "FN": 1791, + "FP": 144, + "IoU": 0.6040515653775322, + "TN": 177671401, + "TP": 2952, + "n_pred": 3096, + "n_ref": 4743 + }, + "12": { + "Dice": 0.3432631866630227, + "FN": 3942, + "FP": 864, + "IoU": 0.2071923457604751, + "TN": 177670226, + "TP": 1256, + "n_pred": 2120, + "n_ref": 5198 + }, + "13": { + "Dice": 0.4443769894660847, + "FN": 50000, + "FP": 17726, + "IoU": 0.2856585345273128, + "TN": 177581479, + "TP": 27083, + "n_pred": 44809, + "n_ref": 77083 + }, + "14": { + "Dice": 0.47579654882698896, + "FN": 6306, + "FP": 147803, + "IoU": 0.3121607869742198, + "TN": 177452240, + "TP": 69939, + "n_pred": 217742, + "n_ref": 76245 + }, + "15": { + "Dice": 0.04793994173109128, + "FN": 14810, + "FP": 317200, + "IoU": 0.024558640769282748, + "TN": 177335919, + "TP": 8359, + "n_pred": 325559, + "n_ref": 23169 + }, + "2": { + "Dice": 0.6779919777560189, + "FN": 24294, + "FP": 156253, + "IoU": 0.5128501237119522, + "TN": 177305669, + "TP": 190072, + "n_pred": 346325, + "n_ref": 214366 + }, + "3": { + "Dice": 0.22354336901318334, + "FN": 173505, + "FP": 59491, + "IoU": 0.12583665996338206, + "TN": 177409752, + "TP": 33540, + "n_pred": 93031, + "n_ref": 207045 + }, + "4": { + "Dice": 0.6325162795681004, + "FN": 7867, + "FP": 23002, + "IoU": 0.4625402629058936, + "TN": 177618853, + "TP": 26566, + "n_pred": 49568, + "n_ref": 34433 + }, + "5": { + "Dice": 0.0072607885847775985, + "FN": 31066, + "FP": 381, + "IoU": 0.0036436220771814205, + "TN": 177644726, + "TP": 115, + "n_pred": 496, + "n_ref": 31181 + }, + "6": { + "Dice": 0.6982339547610662, + "FN": 323629, + "FP": 957306, + "IoU": 0.5363743794937501, + "TN": 174913423, + "TP": 1481930, + "n_pred": 2439236, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.46749825675989776, + "FN": 223371, + "FP": 106533, + "IoU": 0.30505561172901924, + "TN": 177201568, + "TP": 144816, + "n_pred": 251349, + "n_ref": 368187 + }, + "8": { + "Dice": 0.7849968530368194, + "FN": 19844, + "FP": 78538, + "IoU": 0.6460862714626434, + "TN": 177398305, + "TP": 179601, + "n_pred": 258139, + "n_ref": 199445 + }, + "9": { + "Dice": 0.6174742439069463, + "FN": 61714, + "FP": 29365, + "IoU": 0.44662766041473, + "TN": 177511699, + "TP": 73510, + "n_pred": 102875, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7353789697874323, + "FN": 62416, + "FP": 27290, + "IoU": 0.58150145554975, + "TN": 193791183, + "TP": 124646, + "n_pred": 151936, + "n_ref": 187062 + }, + "10": { + "Dice": 0.6946883281484042, + "FN": 26754, + "FP": 26242, + "IoU": 0.5322011157404138, + "TN": 193892247, + "TP": 60292, + "n_pred": 86534, + "n_ref": 87046 + }, + "11": { + "Dice": 0.5616007194244604, + "FN": 1863, + "FP": 87, + "IoU": 0.3904345107846202, + "TN": 194002336, + "TP": 1249, + "n_pred": 1336, + "n_ref": 3112 + }, + "12": { + "Dice": 0.6526775222427397, + "FN": 2006, + "FP": 63, + "IoU": 0.4844256167455769, + "TN": 194001522, + "TP": 1944, + "n_pred": 2007, + "n_ref": 3950 + }, + "13": { + "Dice": 0.65196581477255, + "FN": 27170, + "FP": 15223, + "IoU": 0.4836419001218027, + "TN": 193923435, + "TP": 39707, + "n_pred": 54930, + "n_ref": 66877 + }, + "14": { + "Dice": 0.7117478202548625, + "FN": 9576, + "FP": 44147, + "IoU": 0.5524910661479896, + "TN": 193885486, + "TP": 66326, + "n_pred": 110473, + "n_ref": 75902 + }, + "15": { + "Dice": 0.41797718162195496, + "FN": 1989, + "FP": 50861, + "IoU": 0.26420426858980606, + "TN": 193933708, + "TP": 18977, + "n_pred": 69838, + "n_ref": 20966 + }, + "2": { + "Dice": 0.7409192199743574, + "FN": 12054, + "FP": 76655, + "IoU": 0.5884604321886859, + "TN": 193789981, + "TP": 126845, + "n_pred": 203500, + "n_ref": 138899 + }, + "3": { + "Dice": 0.48275427031751966, + "FN": 80984, + "FP": 33813, + "IoU": 0.3181780385821534, + "TN": 193837167, + "TP": 53571, + "n_pred": 87384, + "n_ref": 134555 + }, + "4": { + "Dice": 0.9167224826970306, + "FN": 2552, + "FP": 805, + "IoU": 0.8462489694971146, + "TN": 193983701, + "TP": 18477, + "n_pred": 19282, + "n_ref": 21029 + }, + "5": { + "Dice": 0.0004399472063352398, + "FN": 27264, + "FP": 0, + "IoU": 0.00022002200220022002, + "TN": 193978265, + "TP": 6, + "n_pred": 6, + "n_ref": 27270 + }, + "6": { + "Dice": 0.7126888234217973, + "FN": 160011, + "FP": 827822, + "IoU": 0.553625911425855, + "TN": 191792519, + "TP": 1225183, + "n_pred": 2053005, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.260027259313812, + "FN": 271129, + "FP": 18244, + "IoU": 0.14944329484797894, + "TN": 193665319, + "TP": 50843, + "n_pred": 69087, + "n_ref": 321972 + }, + "8": { + "Dice": 0.8544838701938281, + "FN": 45512, + "FP": 21207, + "IoU": 0.7459378772243145, + "TN": 193742926, + "TP": 195890, + "n_pred": 217097, + "n_ref": 241402 + }, + "9": { + "Dice": 0.6376350725532571, + "FN": 36458, + "FP": 33964, + "IoU": 0.4680354431527183, + "TN": 193873154, + "TP": 61959, + "n_pred": 95923, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.801474969365156, + "FN": 7515, + "FP": 45462, + "IoU": 0.6687177563080386, + "TN": 99495885, + "TP": 106938, + "n_pred": 152400, + "n_ref": 114453 + }, + "10": { + "Dice": 0.5914000663326132, + "FN": 38697, + "FP": 6886, + "IoU": 0.41984956281579716, + "TN": 99577229, + "TP": 32988, + "n_pred": 39874, + "n_ref": 71685 + }, + "11": { + "Dice": 0.12557900154400412, + "FN": 3398, + "FP": 0, + "IoU": 0.06699615595826469, + "TN": 99652158, + "TP": 244, + "n_pred": 244, + "n_ref": 3642 + }, + "12": { + "Dice": 0.4545311763782001, + "FN": 2121, + "FP": 1352, + "IoU": 0.2941056910569106, + "TN": 99650880, + "TP": 1447, + "n_pred": 2799, + "n_ref": 3568 + }, + "13": { + "Dice": 0.02127102427233357, + "FN": 44903, + "FP": 3686, + "IoU": 0.010749842213490238, + "TN": 99606683, + "TP": 528, + "n_pred": 4214, + "n_ref": 45431 + }, + "14": { + "Dice": 0.24202281159818606, + "FN": 27722, + "FP": 137752, + "IoU": 0.13767119004439998, + "TN": 99463908, + "TP": 26418, + "n_pred": 164170, + "n_ref": 54140 + }, + "15": { + "Dice": 0.12433547156906433, + "FN": 25949, + "FP": 143049, + "IoU": 0.06628875776260248, + "TN": 99474804, + "TP": 11998, + "n_pred": 155047, + "n_ref": 37947 + }, + "2": { + "Dice": 0.0, + "FN": 114752, + "FP": 12, + "IoU": 0.0, + "TN": 99541036, + "TP": 0, + "n_pred": 12, + "n_ref": 114752 + }, + "3": { + "Dice": 0.690993138317082, + "FN": 4224, + "FP": 102731, + "IoU": 0.5278758718107177, + "TN": 99429260, + "TP": 119585, + "n_pred": 222316, + "n_ref": 123809 + }, + "4": { + "Dice": 0.6079336607169112, + "FN": 8569, + "FP": 4764, + "IoU": 0.4367131389945078, + "TN": 99632130, + "TP": 10337, + "n_pred": 15101, + "n_ref": 18906 + }, + "5": { + "Dice": 0.9109168412686944, + "FN": 662, + "FP": 571, + "IoU": 0.836407058511344, + "TN": 99648263, + "TP": 6304, + "n_pred": 6875, + "n_ref": 6966 + }, + "6": { + "Dice": 0.8983755569309524, + "FN": 68078, + "FP": 222874, + "IoU": 0.8155007476306008, + "TN": 98078818, + "TP": 1286030, + "n_pred": 1508904, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.7647025204320741, + "FN": 53243, + "FP": 16746, + "IoU": 0.6190432127324882, + "TN": 99472081, + "TP": 113730, + "n_pred": 130476, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9386241199800437, + "FN": 7795, + "FP": 4384, + "IoU": 0.8843465709456251, + "TN": 99550494, + "TP": 93127, + "n_pred": 97511, + "n_ref": 100922 + }, + "9": { + "Dice": 0.8269855171529884, + "FN": 18105, + "FP": 14293, + "IoU": 0.7050087865461134, + "TN": 99545973, + "TP": 77429, + "n_pred": 91722, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2729044907880062, + "FN": 374611, + "FP": 10682, + "IoU": 0.15801354895104894, + "TN": 62625920, + "TP": 72307, + "n_pred": 82989, + "n_ref": 446918 + }, + "10": { + "Dice": 0.7084603126812898, + "FN": 22607, + "FP": 17094, + "IoU": 0.5485393283980942, + "TN": 62995581, + "TP": 48238, + "n_pred": 65332, + "n_ref": 70845 + }, + "11": { + "Dice": 0.8036346835053134, + "FN": 936, + "FP": 339, + "IoU": 0.67173017507724, + "TN": 63079636, + "TP": 2609, + "n_pred": 2948, + "n_ref": 3545 + }, + "12": { + "Dice": 0.5173581710414903, + "FN": 2280, + "FP": 0, + "IoU": 0.3489434608794974, + "TN": 63080018, + "TP": 1222, + "n_pred": 1222, + "n_ref": 3502 + }, + "13": { + "Dice": 0.44726486726154185, + "FN": 29515, + "FP": 10377, + "IoU": 0.288049685893775, + "TN": 63027488, + "TP": 16140, + "n_pred": 26517, + "n_ref": 45655 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 26251, + "IoU": 0.0, + "TN": 63057269, + "TP": 0, + "n_pred": 26251, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 7248, + "IoU": 0.0, + "TN": 63076272, + "TP": 0, + "n_pred": 7248, + "n_ref": 0 + }, + "2": { + "Dice": 0.7287157332104022, + "FN": 6996, + "FP": 80099, + "IoU": 0.5732122643589731, + "TN": 62879449, + "TP": 116976, + "n_pred": 197075, + "n_ref": 123972 + }, + "3": { + "Dice": 0.49873413495512436, + "FN": 82773, + "FP": 7314, + "IoU": 0.3322090687382786, + "TN": 62948617, + "TP": 44816, + "n_pred": 52130, + "n_ref": 127589 + }, + "4": { + "Dice": 0.12037580739870817, + "FN": 16799, + "FP": 1177, + "IoU": 0.0640424867228991, + "TN": 63064314, + "TP": 1230, + "n_pred": 2407, + "n_ref": 18029 + }, + "5": { + "Dice": 0.0, + "FN": 16954, + "FP": 0, + "IoU": 0.0, + "TN": 63066566, + "TP": 0, + "n_pred": 0, + "n_ref": 16954 + }, + "6": { + "Dice": 0.7017087908517965, + "FN": 244069, + "FP": 508855, + "IoU": 0.5404864377940146, + "TN": 61444996, + "TP": 885600, + "n_pred": 1394455, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.12061377049180327, + "FN": 145161, + "FP": 22472, + "IoU": 0.0641772130699105, + "TN": 62904391, + "TP": 11496, + "n_pred": 33968, + "n_ref": 156657 + }, + "8": { + "Dice": 0.6267586070046631, + "FN": 48787, + "FP": 26451, + "IoU": 0.45640818154888774, + "TN": 62945111, + "TP": 63171, + "n_pred": 89622, + "n_ref": 111958 + }, + "9": { + "Dice": 0.8232666271595934, + "FN": 6769, + "FP": 8739, + "IoU": 0.6996203610443945, + "TN": 63031892, + "TP": 36120, + "n_pred": 44859, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4651792380089833, + "FN": 217469, + "FP": 1024, + "IoU": 0.3030837538355544, + "TN": 109295304, + "TP": 95021, + "n_pred": 96045, + "n_ref": 312490 + }, + "10": { + "Dice": 0.3980706662784368, + "FN": 56484, + "FP": 38610, + "IoU": 0.24849452338427983, + "TN": 109482280, + "TP": 31444, + "n_pred": 70054, + "n_ref": 87928 + }, + "11": { + "Dice": 0.5446685878962536, + "FN": 2576, + "FP": 584, + "IoU": 0.37425742574257426, + "TN": 109603768, + "TP": 1890, + "n_pred": 2474, + "n_ref": 4466 + }, + "12": { + "Dice": 0.5056100981767181, + "FN": 2639, + "FP": 181, + "IoU": 0.338338808071328, + "TN": 109604556, + "TP": 1442, + "n_pred": 1623, + "n_ref": 4081 + }, + "13": { + "Dice": 0.15873597248929178, + "FN": 72978, + "FP": 9709, + "IoU": 0.08621032623110246, + "TN": 109518330, + "TP": 7801, + "n_pred": 17510, + "n_ref": 80779 + }, + "14": { + "Dice": 0.431504944729602, + "FN": 30965, + "FP": 142812, + "IoU": 0.2751076219715678, + "TN": 109369090, + "TP": 65951, + "n_pred": 208763, + "n_ref": 96916 + }, + "15": { + "Dice": 0.5268759001630186, + "FN": 20317, + "FP": 129150, + "IoU": 0.3576588694878616, + "TN": 109376127, + "TP": 83224, + "n_pred": 212374, + "n_ref": 103541 + }, + "2": { + "Dice": 0.4288297275391234, + "FN": 155598, + "FP": 139, + "IoU": 0.2729365079365079, + "TN": 109394618, + "TP": 58463, + "n_pred": 58602, + "n_ref": 214061 + }, + "3": { + "Dice": 0.763158968599984, + "FN": 11915, + "FP": 133184, + "IoU": 0.6170226805429816, + "TN": 109229947, + "TP": 233772, + "n_pred": 366956, + "n_ref": 245687 + }, + "4": { + "Dice": 0.18962299365434865, + "FN": 44702, + "FP": 3060, + "IoU": 0.10474226804123711, + "TN": 109555468, + "TP": 5588, + "n_pred": 8648, + "n_ref": 50290 + }, + "5": { + "Dice": 0.3477382247784859, + "FN": 8315, + "FP": 77, + "IoU": 0.21046194373882773, + "TN": 109598189, + "TP": 2237, + "n_pred": 2314, + "n_ref": 10552 + }, + "6": { + "Dice": 0.7235339307348231, + "FN": 45872, + "FP": 874692, + "IoU": 0.5668258233854502, + "TN": 107483659, + "TP": 1204595, + "n_pred": 2079287, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.5027599819800587, + "FN": 781139, + "FP": 43366, + "IoU": 0.3357911730444828, + "TN": 108367484, + "TP": 416829, + "n_pred": 460195, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.8393377800854736, + "FN": 5360, + "FP": 26820, + "IoU": 0.7231542180698223, + "TN": 109492580, + "TP": 84058, + "n_pred": 110878, + "n_ref": 89418 + }, + "9": { + "Dice": 0.5283661119515886, + "FN": 21673, + "FP": 38183, + "IoU": 0.3590336674376767, + "TN": 109515434, + "TP": 33528, + "n_pred": 71711, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8613530018240939, + "FN": 4472, + "FP": 13010, + "IoU": 0.7564706210124537, + "TN": 66995566, + "TP": 54304, + "n_pred": 67314, + "n_ref": 58776 + }, + "10": { + "Dice": 0.3364769860127869, + "FN": 58192, + "FP": 23069, + "IoU": 0.2022677072596083, + "TN": 66965487, + "TP": 20604, + "n_pred": 43673, + "n_ref": 78796 + }, + "11": { + "Dice": 0.19547657512116318, + "FN": 2763, + "FP": 225, + "IoU": 0.10832587287376902, + "TN": 67064001, + "TP": 363, + "n_pred": 588, + "n_ref": 3126 + }, + "12": { + "Dice": 0.43773288880172584, + "FN": 2195, + "FP": 672, + "IoU": 0.2801908109465227, + "TN": 67063369, + "TP": 1116, + "n_pred": 1788, + "n_ref": 3311 + }, + "13": { + "Dice": 0.1551241148548751, + "FN": 34224, + "FP": 9206, + "IoU": 0.08408376742518506, + "TN": 67019935, + "TP": 3987, + "n_pred": 13193, + "n_ref": 38211 + }, + "14": { + "Dice": 0.2321575730133575, + "FN": 62658, + "FP": 22131, + "IoU": 0.13132254858770376, + "TN": 66969745, + "TP": 12818, + "n_pred": 34949, + "n_ref": 75476 + }, + "15": { + "Dice": 0.4940724699158313, + "FN": 9232, + "FP": 36090, + "IoU": 0.3280851568522801, + "TN": 66999900, + "TP": 22130, + "n_pred": 58220, + "n_ref": 31362 + }, + "2": { + "Dice": 0.6243446824267701, + "FN": 17895, + "FP": 136307, + "IoU": 0.45385255626981175, + "TN": 66785007, + "TP": 128143, + "n_pred": 264450, + "n_ref": 146038 + }, + "3": { + "Dice": 0.20984457319347197, + "FN": 140395, + "FP": 10034, + "IoU": 0.11722142672707213, + "TN": 66896948, + "TP": 19975, + "n_pred": 30009, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 4654, + "IoU": 0.0, + "TN": 67049659, + "TP": 0, + "n_pred": 4654, + "n_ref": 13039 + }, + "5": { + "Dice": 0.5863056092843327, + "FN": 5132, + "FP": 215, + "IoU": 0.41473292469352013, + "TN": 67058216, + "TP": 3789, + "n_pred": 4004, + "n_ref": 8921 + }, + "6": { + "Dice": 0.7879304342842018, + "FN": 145070, + "FP": 358124, + "IoU": 0.6500703066650162, + "TN": 65629366, + "TP": 934792, + "n_pred": 1292916, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.18470004786403607, + "FN": 314758, + "FP": 10585, + "IoU": 0.10174629688427504, + "TN": 66705157, + "TP": 36852, + "n_pred": 47437, + "n_ref": 351610 + }, + "8": { + "Dice": 0.933508068412407, + "FN": 8427, + "FP": 2583, + "IoU": 0.8753072018301867, + "TN": 66979055, + "TP": 77287, + "n_pred": 79870, + "n_ref": 85714 + }, + "9": { + "Dice": 0.8269284866448483, + "FN": 17082, + "FP": 8143, + "IoU": 0.7049258951653468, + "TN": 66981865, + "TP": 60262, + "n_pred": 68405, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.04662584513330782, + "FN": 175831, + "FP": 3533, + "IoU": 0.023869387755102042, + "TN": 74335530, + "TP": 4386, + "n_pred": 7919, + "n_ref": 180217 + }, + "10": { + "Dice": 0.2503689459326506, + "FN": 44952, + "FP": 22098, + "IoU": 0.14309813794778076, + "TN": 74441033, + "TP": 11197, + "n_pred": 33295, + "n_ref": 56149 + }, + "11": { + "Dice": 0.6188539741219963, + "FN": 1713, + "FP": 349, + "IoU": 0.4480728051391863, + "TN": 74515544, + "TP": 1674, + "n_pred": 2023, + "n_ref": 3387 + }, + "12": { + "Dice": 0.20546269873624134, + "FN": 1949, + "FP": 0, + "IoU": 0.11449341208541572, + "TN": 74517079, + "TP": 252, + "n_pred": 252, + "n_ref": 2201 + }, + "13": { + "Dice": 0.18753597721695398, + "FN": 36700, + "FP": 16934, + "IoU": 0.10347017919229741, + "TN": 74459456, + "TP": 6190, + "n_pred": 23124, + "n_ref": 42890 + }, + "14": { + "Dice": 0.39235630613558037, + "FN": 9668, + "FP": 59271, + "IoU": 0.24405675687530154, + "TN": 74428084, + "TP": 22257, + "n_pred": 81528, + "n_ref": 31925 + }, + "15": { + "Dice": 0.5696826089667644, + "FN": 2951, + "FP": 38455, + "IoU": 0.39829104542680266, + "TN": 74450466, + "TP": 27408, + "n_pred": 65863, + "n_ref": 30359 + }, + "2": { + "Dice": 0.6990713568860601, + "FN": 3336, + "FP": 115105, + "IoU": 0.5373633370180421, + "TN": 74263267, + "TP": 137572, + "n_pred": 252677, + "n_ref": 140908 + }, + "3": { + "Dice": 0.4649757978828067, + "FN": 108379, + "FP": 385, + "IoU": 0.3029110532859908, + "TN": 74363254, + "TP": 47262, + "n_pred": 47647, + "n_ref": 155641 + }, + "4": { + "Dice": 0.07215822647250597, + "FN": 12448, + "FP": 8897, + "IoU": 0.03742953776775648, + "TN": 74497105, + "TP": 830, + "n_pred": 9727, + "n_ref": 13278 + }, + "5": { + "Dice": 0.00589159465828751, + "FN": 10124, + "FP": 0, + "IoU": 0.0029545006893834944, + "TN": 74509126, + "TP": 30, + "n_pred": 30, + "n_ref": 10154 + }, + "6": { + "Dice": 0.890671773415185, + "FN": 151586, + "FP": 205452, + "IoU": 0.8028929148924776, + "TN": 72707889, + "TP": 1454353, + "n_pred": 1659805, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.02163347424101996, + "FN": 165277, + "FP": 7843, + "IoU": 0.01093501833929408, + "TN": 74344246, + "TP": 1914, + "n_pred": 9757, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9175685369428936, + "FN": 5539, + "FP": 5033, + "IoU": 0.8476920417218925, + "TN": 74449868, + "TP": 58840, + "n_pred": 63873, + "n_ref": 64379 + }, + "9": { + "Dice": 0.840411615941397, + "FN": 15762, + "FP": 13518, + "IoU": 0.7247499435963, + "TN": 74412904, + "TP": 77096, + "n_pred": 90614, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.26190690052800875, + "FN": 228980, + "FP": 75059, + "IoU": 0.15068634735824707, + "TN": 65693198, + "TP": 53943, + "n_pred": 129002, + "n_ref": 282923 + }, + "10": { + "Dice": 0.2840203423773177, + "FN": 67365, + "FP": 14150, + "IoU": 0.16551498213609328, + "TN": 65953497, + "TP": 16168, + "n_pred": 30318, + "n_ref": 83533 + }, + "11": { + "Dice": 0.0, + "FN": 3637, + "FP": 0, + "IoU": 0.0, + "TN": 66047543, + "TP": 0, + "n_pred": 0, + "n_ref": 3637 + }, + "12": { + "Dice": 0.6056080463273392, + "FN": 1039, + "FP": 1549, + "IoU": 0.4343169398907104, + "TN": 66046605, + "TP": 1987, + "n_pred": 3536, + "n_ref": 3026 + }, + "13": { + "Dice": 0.27353916032408543, + "FN": 38713, + "FP": 8629, + "IoU": 0.15843924984445826, + "TN": 65994925, + "TP": 8913, + "n_pred": 17542, + "n_ref": 47626 + }, + "14": { + "Dice": 0.5248939038156523, + "FN": 3568, + "FP": 96181, + "IoU": 0.3558346787213432, + "TN": 65896330, + "TP": 55101, + "n_pred": 151282, + "n_ref": 58669 + }, + "15": { + "Dice": 0.33632115779713095, + "FN": 6098, + "FP": 66908, + "IoU": 0.20215509704493792, + "TN": 65959676, + "TP": 18498, + "n_pred": 85406, + "n_ref": 24596 + }, + "2": { + "Dice": 0.006508838864692319, + "FN": 143479, + "FP": 0, + "IoU": 0.0032650452590848146, + "TN": 65907231, + "TP": 470, + "n_pred": 470, + "n_ref": 143949 + }, + "3": { + "Dice": 0.6689054604980059, + "FN": 6043, + "FP": 143227, + "IoU": 0.5025228792150747, + "TN": 65751126, + "TP": 150784, + "n_pred": 294011, + "n_ref": 156827 + }, + "4": { + "Dice": 0.8376679265052577, + "FN": 7143, + "FP": 1533, + "IoU": 0.7206786645632787, + "TN": 66020119, + "TP": 22385, + "n_pred": 23918, + "n_ref": 29528 + }, + "5": { + "Dice": 0.3801927025746328, + "FN": 7572, + "FP": 276, + "IoU": 0.23471477328132617, + "TN": 66040925, + "TP": 2407, + "n_pred": 2683, + "n_ref": 9979 + }, + "6": { + "Dice": 0.7835887632587359, + "FN": 74960, + "FP": 448961, + "IoU": 0.644180799708782, + "TN": 64578744, + "TP": 948515, + "n_pred": 1397476, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.48860524829797886, + "FN": 655512, + "FP": 16474, + "IoU": 0.3232810275063796, + "TN": 65058174, + "TP": 321020, + "n_pred": 337494, + "n_ref": 976532 + }, + "8": { + "Dice": 0.7937306665536675, + "FN": 6373, + "FP": 32569, + "IoU": 0.6580045140383078, + "TN": 65937313, + "TP": 74925, + "n_pred": 107494, + "n_ref": 81298 + }, + "9": { + "Dice": 0.7983416604656107, + "FN": 17515, + "FP": 9043, + "IoU": 0.6643665958952583, + "TN": 65972052, + "TP": 52570, + "n_pred": 61613, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8939935253375982, + "FN": 15018, + "FP": 17858, + "IoU": 0.8083076779550331, + "TN": 113301036, + "TP": 138628, + "n_pred": 156486, + "n_ref": 153646 + }, + "10": { + "Dice": 0.7010830620559753, + "FN": 12080, + "FP": 46320, + "IoU": 0.5397443374367542, + "TN": 113345654, + "TP": 68486, + "n_pred": 114806, + "n_ref": 80566 + }, + "11": { + "Dice": 0.6879875195007801, + "FN": 1466, + "FP": 134, + "IoU": 0.5243757431629013, + "TN": 113469176, + "TP": 1764, + "n_pred": 1898, + "n_ref": 3230 + }, + "12": { + "Dice": 0.7656963470319634, + "FN": 1400, + "FP": 242, + "IoU": 0.6203468208092485, + "TN": 113468215, + "TP": 2683, + "n_pred": 2925, + "n_ref": 4083 + }, + "13": { + "Dice": 0.34660156832578476, + "FN": 54798, + "FP": 28443, + "IoU": 0.2096297913956646, + "TN": 113367221, + "TP": 22078, + "n_pred": 50521, + "n_ref": 76876 + }, + "14": { + "Dice": 0.7495449365620401, + "FN": 42263, + "FP": 105650, + "IoU": 0.5994177307749597, + "TN": 113103295, + "TP": 221332, + "n_pred": 326982, + "n_ref": 263595 + }, + "15": { + "Dice": 0.16814120723469164, + "FN": 8380, + "FP": 125229, + "IoU": 0.09178720974495623, + "TN": 113325428, + "TP": 13503, + "n_pred": 138732, + "n_ref": 21883 + }, + "2": { + "Dice": 0.7223379332328556, + "FN": 10386, + "FP": 79333, + "IoU": 0.5653591446606692, + "TN": 113266119, + "TP": 116702, + "n_pred": 196035, + "n_ref": 127088 + }, + "3": { + "Dice": 0.4361351411645143, + "FN": 85110, + "FP": 5882, + "IoU": 0.27888288345405843, + "TN": 113346358, + "TP": 35190, + "n_pred": 41072, + "n_ref": 120300 + }, + "4": { + "Dice": 0.8402964305362286, + "FN": 5126, + "FP": 4744, + "IoU": 0.724578636008483, + "TN": 113436704, + "TP": 25966, + "n_pred": 30710, + "n_ref": 31092 + }, + "5": { + "Dice": 0.0, + "FN": 32826, + "FP": 0, + "IoU": 0.0, + "TN": 113439714, + "TP": 0, + "n_pred": 0, + "n_ref": 32826 + }, + "6": { + "Dice": 0.8560119252944365, + "FN": 101363, + "FP": 249271, + "IoU": 0.7482699725823231, + "TN": 112079643, + "TP": 1042263, + "n_pred": 1291534, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.3712473748490646, + "FN": 164373, + "FP": 17356, + "IoU": 0.22793355425269776, + "TN": 113237160, + "TP": 53651, + "n_pred": 71007, + "n_ref": 218024 + }, + "8": { + "Dice": 0.7969694723831336, + "FN": 47897, + "FP": 37026, + "IoU": 0.6624682034976153, + "TN": 113220940, + "TP": 166677, + "n_pred": 203703, + "n_ref": 214574 + }, + "9": { + "Dice": 0.7343804714659088, + "FN": 33886, + "FP": 18453, + "IoU": 0.5802537452282424, + "TN": 113347848, + "TP": 72353, + "n_pred": 90806, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8837721952315911, + "FN": 24955, + "FP": 1935, + "IoU": 0.7917489525491198, + "TN": 75067605, + "TP": 102233, + "n_pred": 104168, + "n_ref": 127188 + }, + "10": { + "Dice": 0.05652696757616725, + "FN": 96271, + "FP": 30044, + "IoU": 0.029085542548367014, + "TN": 75066629, + "TP": 3784, + "n_pred": 33828, + "n_ref": 100055 + }, + "11": { + "Dice": 0.6537746374116772, + "FN": 1786, + "FP": 76, + "IoU": 0.4856353591160221, + "TN": 75193108, + "TP": 1758, + "n_pred": 1834, + "n_ref": 3544 + }, + "12": { + "Dice": 0.15940838126540674, + "FN": 2815, + "FP": 254, + "IoU": 0.08660714285714285, + "TN": 75193368, + "TP": 291, + "n_pred": 545, + "n_ref": 3106 + }, + "13": { + "Dice": 0.28044151740834206, + "FN": 41591, + "FP": 28553, + "IoU": 0.16308925822963025, + "TN": 75112915, + "TP": 13669, + "n_pred": 42222, + "n_ref": 55260 + }, + "14": { + "Dice": 0.6784141242447177, + "FN": 23697, + "FP": 79981, + "IoU": 0.5133333646268019, + "TN": 74983691, + "TP": 109359, + "n_pred": 189340, + "n_ref": 133056 + }, + "15": { + "Dice": 0.4682624784491821, + "FN": 29269, + "FP": 71893, + "IoU": 0.30570673621358224, + "TN": 75051023, + "TP": 44543, + "n_pred": 116436, + "n_ref": 73812 + }, + "2": { + "Dice": 0.6422228119959986, + "FN": 4751, + "FP": 152974, + "IoU": 0.4729957298370121, + "TN": 74897442, + "TP": 141561, + "n_pred": 294535, + "n_ref": 146312 + }, + "3": { + "Dice": 0.0, + "FN": 147515, + "FP": 15825, + "IoU": 0.0, + "TN": 75033388, + "TP": 0, + "n_pred": 15825, + "n_ref": 147515 + }, + "4": { + "Dice": 0.8853875968992249, + "FN": 2120, + "FP": 3794, + "IoU": 0.7943457245192475, + "TN": 75167971, + "TP": 22843, + "n_pred": 26637, + "n_ref": 24963 + }, + "5": { + "Dice": 0.7355119124275595, + "FN": 3132, + "FP": 154, + "IoU": 0.5816677275620624, + "TN": 75188873, + "TP": 4569, + "n_pred": 4723, + "n_ref": 7701 + }, + "6": { + "Dice": 0.8516165952958497, + "FN": 37751, + "FP": 386964, + "IoU": 0.741578632891552, + "TN": 73553230, + "TP": 1218783, + "n_pred": 1605747, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.5239825778002218, + "FN": 93708, + "FP": 11866, + "IoU": 0.3549975562072336, + "TN": 75033048, + "TP": 58106, + "n_pred": 69972, + "n_ref": 151814 + }, + "8": { + "Dice": 0.878719647928767, + "FN": 16053, + "FP": 2907, + "IoU": 0.7836752390297332, + "TN": 75109082, + "TP": 68686, + "n_pred": 71593, + "n_ref": 84739 + }, + "9": { + "Dice": 0.6001037539377627, + "FN": 37324, + "FP": 15865, + "IoU": 0.4286773077831962, + "TN": 75103630, + "TP": 39909, + "n_pred": 55774, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6068425957876338, + "FN": 121762, + "FP": 151, + "IoU": 0.435587962962963, + "TN": 86711872, + "TP": 94087, + "n_pred": 94238, + "n_ref": 215849 + }, + "10": { + "Dice": 0.5071116280935382, + "FN": 37221, + "FP": 24220, + "IoU": 0.33968489381824435, + "TN": 86834824, + "TP": 31607, + "n_pred": 55827, + "n_ref": 68828 + }, + "11": { + "Dice": 0.4963747908533185, + "FN": 1700, + "FP": 106, + "IoU": 0.3301186943620178, + "TN": 86925176, + "TP": 890, + "n_pred": 996, + "n_ref": 2590 + }, + "12": { + "Dice": 0.6731296101159114, + "FN": 1721, + "FP": 1381, + "IoU": 0.5073062261753494, + "TN": 86921576, + "TP": 3194, + "n_pred": 4575, + "n_ref": 4915 + }, + "13": { + "Dice": 0.12266450040617384, + "FN": 50378, + "FP": 20902, + "IoU": 0.06533967979229771, + "TN": 86851609, + "TP": 4983, + "n_pred": 25885, + "n_ref": 55361 + }, + "14": { + "Dice": 0.4632987857104803, + "FN": 26753, + "FP": 104208, + "IoU": 0.30148917785861346, + "TN": 86740386, + "TP": 56525, + "n_pred": 160733, + "n_ref": 83278 + }, + "15": { + "Dice": 0.5563232220115697, + "FN": 71100, + "FP": 74930, + "IoU": 0.38535164553019363, + "TN": 86690289, + "TP": 91553, + "n_pred": 166483, + "n_ref": 162653 + }, + "2": { + "Dice": 0.4542842199181614, + "FN": 87305, + "FP": 1382, + "IoU": 0.2938989339256853, + "TN": 86802271, + "TP": 36914, + "n_pred": 38296, + "n_ref": 124219 + }, + "3": { + "Dice": 0.7634776243745757, + "FN": 11808, + "FP": 86424, + "IoU": 0.6174393924642196, + "TN": 86671097, + "TP": 158543, + "n_pred": 244967, + "n_ref": 170351 + }, + "4": { + "Dice": 0.682493882172468, + "FN": 7179, + "FP": 1514, + "IoU": 0.5180195165225105, + "TN": 86909836, + "TP": 9343, + "n_pred": 10857, + "n_ref": 16522 + }, + "5": { + "Dice": 0.8399349989843591, + "FN": 1338, + "FP": 238, + "IoU": 0.7240413237611627, + "TN": 86922161, + "TP": 4135, + "n_pred": 4373, + "n_ref": 5473 + }, + "6": { + "Dice": 0.8060021024873619, + "FN": 19266, + "FP": 536757, + "IoU": 0.6750448255951226, + "TN": 85216796, + "TP": 1155053, + "n_pred": 1691810, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.352570200444346, + "FN": 799531, + "FP": 21948, + "IoU": 0.21401227569116543, + "TN": 85882717, + "TP": 223676, + "n_pred": 245624, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.944283194944522, + "FN": 2985, + "FP": 3081, + "IoU": 0.8944474412291844, + "TN": 86870403, + "TP": 51403, + "n_pred": 54484, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8139990648720168, + "FN": 9848, + "FP": 8849, + "IoU": 0.6863393111778423, + "TN": 86868263, + "TP": 40912, + "n_pred": 49761, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5412972958774936, + "FN": 47247, + "FP": 22607, + "IoU": 0.37108130008102996, + "TN": 37638530, + "TP": 41216, + "n_pred": 63823, + "n_ref": 88463 + }, + "10": { + "Dice": 0.3372059048599613, + "FN": 35008, + "FP": 60266, + "IoU": 0.2027947452096059, + "TN": 37630090, + "TP": 24236, + "n_pred": 84502, + "n_ref": 59244 + }, + "11": { + "Dice": 0.816580310880829, + "FN": 618, + "FP": 267, + "IoU": 0.6900175131348512, + "TN": 37746745, + "TP": 1970, + "n_pred": 2237, + "n_ref": 2588 + }, + "12": { + "Dice": 0.004481434058898848, + "FN": 2910, + "FP": 200, + "IoU": 0.002245749117741418, + "TN": 37746483, + "TP": 7, + "n_pred": 207, + "n_ref": 2917 + }, + "13": { + "Dice": 0.07178175938633928, + "FN": 42976, + "FP": 6395, + "IoU": 0.037226989079563184, + "TN": 37698320, + "TP": 1909, + "n_pred": 8304, + "n_ref": 44885 + }, + "14": { + "Dice": 0.1971678312166356, + "FN": 53164, + "FP": 330483, + "IoU": 0.10936560520200485, + "TN": 37318843, + "TP": 47110, + "n_pred": 377593, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 53747, + "IoU": 0.0, + "TN": 37695853, + "TP": 0, + "n_pred": 53747, + "n_ref": 0 + }, + "2": { + "Dice": 0.39405315082289927, + "FN": 65802, + "FP": 40086, + "IoU": 0.24537122821020824, + "TN": 37609282, + "TP": 34430, + "n_pred": 74516, + "n_ref": 100232 + }, + "3": { + "Dice": 0.5799659027316857, + "FN": 44135, + "FP": 20415, + "IoU": 0.4084168850926554, + "TN": 37640486, + "TP": 44564, + "n_pred": 64979, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 135, + "IoU": 0.0, + "TN": 37737771, + "TP": 0, + "n_pred": 135, + "n_ref": 11694 + }, + "5": { + "Dice": 0.0100990099009901, + "FN": 9998, + "FP": 0, + "IoU": 0.005075131853915812, + "TN": 37739551, + "TP": 51, + "n_pred": 51, + "n_ref": 10049 + }, + "6": { + "Dice": 0.7385990599782043, + "FN": 300629, + "FP": 12155, + "IoU": 0.585538694751125, + "TN": 36994924, + "TP": 441892, + "n_pred": 454047, + "n_ref": 742521 + }, + "7": { + "Dice": 0.15776319816882478, + "FN": 315652, + "FP": 789, + "IoU": 0.08563676396650466, + "TN": 37403522, + "TP": 29637, + "n_pred": 30426, + "n_ref": 345289 + }, + "8": { + "Dice": 0.7855850173090931, + "FN": 25779, + "FP": 2774, + "IoU": 0.6468835023497403, + "TN": 37668740, + "TP": 52307, + "n_pred": 55081, + "n_ref": 78086 + }, + "9": { + "Dice": 0.6252775295494117, + "FN": 20835, + "FP": 19840, + "IoU": 0.45483909879240325, + "TN": 37674989, + "TP": 33936, + "n_pred": 53776, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9002117305603062, + "FN": 27745, + "FP": 10006, + "IoU": 0.8185318534256913, + "TN": 75698657, + "TP": 170280, + "n_pred": 180286, + "n_ref": 198025 + }, + "10": { + "Dice": 0.6805173203354055, + "FN": 49469, + "FP": 11226, + "IoU": 0.5157455499972076, + "TN": 75781351, + "TP": 64642, + "n_pred": 75868, + "n_ref": 114111 + }, + "11": { + "Dice": 0.47620701632511286, + "FN": 2971, + "FP": 45, + "IoU": 0.3125142466377935, + "TN": 75902301, + "TP": 1371, + "n_pred": 1416, + "n_ref": 4342 + }, + "12": { + "Dice": 0.6455696202531646, + "FN": 1983, + "FP": 873, + "IoU": 0.4766355140186916, + "TN": 75901231, + "TP": 2601, + "n_pred": 3474, + "n_ref": 4584 + }, + "13": { + "Dice": 0.33308755045017074, + "FN": 32918, + "FP": 1452, + "IoU": 0.19982306241706052, + "TN": 75863735, + "TP": 8583, + "n_pred": 10035, + "n_ref": 41501 + }, + "14": { + "Dice": 0.6695747131954112, + "FN": 12086, + "FP": 98054, + "IoU": 0.5032787033111746, + "TN": 75684954, + "TP": 111594, + "n_pred": 209648, + "n_ref": 123680 + }, + "15": { + "Dice": 0.46544028539916393, + "FN": 101813, + "FP": 94480, + "IoU": 0.3033054243315859, + "TN": 75624939, + "TP": 85456, + "n_pred": 179936, + "n_ref": 187269 + }, + "2": { + "Dice": 0.23808461661997465, + "FN": 166028, + "FP": 4766, + "IoU": 0.13512829212220034, + "TN": 75709209, + "TP": 26685, + "n_pred": 31451, + "n_ref": 192713 + }, + "3": { + "Dice": 0.7206431809097148, + "FN": 12359, + "FP": 172842, + "IoU": 0.563285527662364, + "TN": 75482610, + "TP": 238877, + "n_pred": 411719, + "n_ref": 251236 + }, + "4": { + "Dice": 0.8555323938964395, + "FN": 4526, + "FP": 4137, + "IoU": 0.7475374482718424, + "TN": 75872374, + "TP": 25651, + "n_pred": 29788, + "n_ref": 30177 + }, + "5": { + "Dice": 0.6953352769679301, + "FN": 4382, + "FP": 216, + "IoU": 0.5329608938547487, + "TN": 75896843, + "TP": 5247, + "n_pred": 5463, + "n_ref": 9629 + }, + "6": { + "Dice": 0.8895537493792867, + "FN": 63344, + "FP": 344793, + "IoU": 0.8010777188738735, + "TN": 73854947, + "TP": 1643604, + "n_pred": 1988397, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.7287792409846086, + "FN": 109786, + "FP": 12243, + "IoU": 0.5732908590550988, + "TN": 75620711, + "TP": 163948, + "n_pred": 176191, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9477109428768066, + "FN": 5683, + "FP": 3814, + "IoU": 0.900618453134647, + "TN": 75811127, + "TP": 86064, + "n_pred": 89878, + "n_ref": 91747 + }, + "9": { + "Dice": 0.6750668242222798, + "FN": 24331, + "FP": 27090, + "IoU": 0.5095100919531459, + "TN": 75801852, + "TP": 53415, + "n_pred": 80505, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.857065885917025, + "FN": 10741, + "FP": 17379, + "IoU": 0.7498821457479076, + "TN": 61275323, + "TP": 84307, + "n_pred": 101686, + "n_ref": 95048 + }, + "10": { + "Dice": 0.7325021397273923, + "FN": 20712, + "FP": 21168, + "IoU": 0.5779119339655919, + "TN": 61288529, + "TP": 57341, + "n_pred": 78509, + "n_ref": 78053 + }, + "11": { + "Dice": 0.8328656064858123, + "FN": 671, + "FP": 401, + "IoU": 0.7135987176061982, + "TN": 61384007, + "TP": 2671, + "n_pred": 3072, + "n_ref": 3342 + }, + "12": { + "Dice": 0.6952988972721996, + "FN": 1572, + "FP": 3, + "IoU": 0.5329181494661922, + "TN": 61384378, + "TP": 1797, + "n_pred": 1800, + "n_ref": 3369 + }, + "13": { + "Dice": 0.4452802359882006, + "FN": 24360, + "FP": 13250, + "IoU": 0.28640546437719383, + "TN": 61335045, + "TP": 15095, + "n_pred": 28345, + "n_ref": 39455 + }, + "14": { + "Dice": 0.5258215962441315, + "FN": 12700, + "FP": 84260, + "IoU": 0.35668789808917195, + "TN": 61237030, + "TP": 53760, + "n_pred": 138020, + "n_ref": 66460 + }, + "15": { + "Dice": 0.5242011207027109, + "FN": 8118, + "FP": 54716, + "IoU": 0.35519821030919374, + "TN": 61290303, + "TP": 34613, + "n_pred": 89329, + "n_ref": 42731 + }, + "2": { + "Dice": 0.7443881979888495, + "FN": 8393, + "FP": 77296, + "IoU": 0.5928489974341917, + "TN": 61177290, + "TP": 124771, + "n_pred": 202067, + "n_ref": 133164 + }, + "3": { + "Dice": 0.5302014785928995, + "FN": 81410, + "FP": 11114, + "IoU": 0.36073071980322524, + "TN": 61243016, + "TP": 52210, + "n_pred": 63324, + "n_ref": 133620 + }, + "4": { + "Dice": 0.5662464319695528, + "FN": 9454, + "FP": 5134, + "IoU": 0.3949398589796765, + "TN": 61363640, + "TP": 9522, + "n_pred": 14656, + "n_ref": 18976 + }, + "5": { + "Dice": 0.0, + "FN": 27695, + "FP": 0, + "IoU": 0.0, + "TN": 61360055, + "TP": 0, + "n_pred": 0, + "n_ref": 27695 + }, + "6": { + "Dice": 0.7520339133299551, + "FN": 142097, + "FP": 420148, + "IoU": 0.6026076520529587, + "TN": 59972914, + "TP": 852591, + "n_pred": 1272739, + "n_ref": 994688 + }, + "7": { + "Dice": 0.10120373345743718, + "FN": 166435, + "FP": 76906, + "IoU": 0.05329889006034057, + "TN": 61130709, + "TP": 13700, + "n_pred": 90606, + "n_ref": 180135 + }, + "8": { + "Dice": 0.6892871842526234, + "FN": 83868, + "FP": 62584, + "IoU": 0.5258872698666546, + "TN": 61078853, + "TP": 162445, + "n_pred": 225029, + "n_ref": 246313 + }, + "9": { + "Dice": 0.616517360014626, + "FN": 24076, + "FP": 45143, + "IoU": 0.4456271023546372, + "TN": 61262890, + "TP": 55641, + "n_pred": 100784, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8193181536631897, + "FN": 53240, + "FP": 5100, + "IoU": 0.6939364369878392, + "TN": 39558186, + "TP": 132274, + "n_pred": 137374, + "n_ref": 185514 + }, + "10": { + "Dice": 0.2634521216829197, + "FN": 42336, + "FP": 10761, + "IoU": 0.15171025514035116, + "TN": 39686207, + "TP": 9496, + "n_pred": 20257, + "n_ref": 51832 + }, + "11": { + "Dice": 0.7266114366538695, + "FN": 1233, + "FP": 120, + "IoU": 0.5706125039669946, + "TN": 39745649, + "TP": 1798, + "n_pred": 1918, + "n_ref": 3031 + }, + "12": { + "Dice": 0.6347875785863974, + "FN": 1794, + "FP": 123, + "IoU": 0.4649734859056656, + "TN": 39745217, + "TP": 1666, + "n_pred": 1789, + "n_ref": 3460 + }, + "13": { + "Dice": 0.46655375483630374, + "FN": 28798, + "FP": 5533, + "IoU": 0.30425178339818415, + "TN": 39699456, + "TP": 15013, + "n_pred": 20546, + "n_ref": 43811 + }, + "14": { + "Dice": 0.2155564212439943, + "FN": 20053, + "FP": 76603, + "IoU": 0.12079755494105661, + "TN": 39638864, + "TP": 13280, + "n_pred": 89883, + "n_ref": 33333 + }, + "15": { + "Dice": 0.5639880952380952, + "FN": 13437, + "FP": 45749, + "IoU": 0.3927461139896373, + "TN": 39651335, + "TP": 38279, + "n_pred": 84028, + "n_ref": 51716 + }, + "2": { + "Dice": 0.691556576680069, + "FN": 8885, + "FP": 88312, + "IoU": 0.5285338015803336, + "TN": 39542641, + "TP": 108962, + "n_pred": 197274, + "n_ref": 117847 + }, + "3": { + "Dice": 0.5072450923915451, + "FN": 88487, + "FP": 473, + "IoU": 0.3398046724255648, + "TN": 39614052, + "TP": 45788, + "n_pred": 46261, + "n_ref": 134275 + }, + "4": { + "Dice": 0.910170814185381, + "FN": 2779, + "FP": 1365, + "IoU": 0.8351499721537116, + "TN": 39723662, + "TP": 20994, + "n_pred": 22359, + "n_ref": 23773 + }, + "5": { + "Dice": 0.6545566502463054, + "FN": 3335, + "FP": 31, + "IoU": 0.4864988558352403, + "TN": 39742245, + "TP": 3189, + "n_pred": 3220, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9430961606292222, + "FN": 33588, + "FP": 74341, + "IoU": 0.892319741397372, + "TN": 38746490, + "TP": 894381, + "n_pred": 968722, + "n_ref": 927969 + }, + "7": { + "Dice": 0.358541836942911, + "FN": 571305, + "FP": 3972, + "IoU": 0.21842886100438555, + "TN": 39012748, + "TP": 160775, + "n_pred": 164747, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9300774949844617, + "FN": 2247, + "FP": 4863, + "IoU": 0.8692942625512436, + "TN": 39694403, + "TP": 47287, + "n_pred": 52150, + "n_ref": 49534 + }, + "9": { + "Dice": 0.8292448542302447, + "FN": 9701, + "FP": 3448, + "IoU": 0.7082991325953368, + "TN": 39703723, + "TP": 31928, + "n_pred": 35376, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6314288998735487, + "FN": 14564, + "FP": 81622, + "IoU": 0.46137822128145684, + "TN": 101218030, + "TP": 82392, + "n_pred": 164014, + "n_ref": 96956 + }, + "10": { + "Dice": 0.29248961055653144, + "FN": 61910, + "FP": 37174, + "IoU": 0.1712959478108142, + "TN": 101277043, + "TP": 20481, + "n_pred": 57655, + "n_ref": 82391 + }, + "11": { + "Dice": 0.620137863121615, + "FN": 3010, + "FP": 76, + "IoU": 0.4494201605709188, + "TN": 101391003, + "TP": 2519, + "n_pred": 2595, + "n_ref": 5529 + }, + "12": { + "Dice": 0.293767112256402, + "FN": 4313, + "FP": 72, + "IoU": 0.17217292807249387, + "TN": 101391311, + "TP": 912, + "n_pred": 984, + "n_ref": 5225 + }, + "13": { + "Dice": 0.47994233277649373, + "FN": 28972, + "FP": 16480, + "IoU": 0.3157395558901016, + "TN": 101330183, + "TP": 20973, + "n_pred": 37453, + "n_ref": 49945 + }, + "14": { + "Dice": 0.7532799466596287, + "FN": 12874, + "FP": 93695, + "IoU": 0.6042093769498172, + "TN": 101127352, + "TP": 162687, + "n_pred": 256382, + "n_ref": 175561 + }, + "15": { + "Dice": 0.4254252048642807, + "FN": 6601, + "FP": 48160, + "IoU": 0.27018418317029613, + "TN": 101321574, + "TP": 20273, + "n_pred": 68433, + "n_ref": 26874 + }, + "2": { + "Dice": 0.752727422290315, + "FN": 35329, + "FP": 60863, + "IoU": 0.603498734552889, + "TN": 101154006, + "TP": 146410, + "n_pred": 207273, + "n_ref": 181739 + }, + "3": { + "Dice": 0.6460258056167569, + "FN": 72321, + "FP": 31626, + "IoU": 0.477133026830716, + "TN": 101197806, + "TP": 94855, + "n_pred": 126481, + "n_ref": 167176 + }, + "4": { + "Dice": 0.8413866666666666, + "FN": 2258, + "FP": 716, + "IoU": 0.7262014361995949, + "TN": 101385746, + "TP": 7888, + "n_pred": 8604, + "n_ref": 10146 + }, + "5": { + "Dice": 0.12802592440327926, + "FN": 35869, + "FP": 188, + "IoU": 0.0683908639933857, + "TN": 101357904, + "TP": 2647, + "n_pred": 2835, + "n_ref": 38516 + }, + "6": { + "Dice": 0.7215549774774822, + "FN": 106214, + "FP": 1224597, + "IoU": 0.5644004746123318, + "TN": 98341483, + "TP": 1724314, + "n_pred": 2948911, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.3754194130207021, + "FN": 347788, + "FP": 28974, + "IoU": 0.23108697471188364, + "TN": 100906615, + "TP": 113231, + "n_pred": 142205, + "n_ref": 461019 + }, + "8": { + "Dice": 0.8148075948380054, + "FN": 46729, + "FP": 48271, + "IoU": 0.6874897200565808, + "TN": 101092618, + "TP": 208990, + "n_pred": 257261, + "n_ref": 255719 + }, + "9": { + "Dice": 0.7551564998368958, + "FN": 16013, + "FP": 29772, + "IoU": 0.6066276602142777, + "TN": 101280217, + "TP": 70606, + "n_pred": 100378, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.1329491452531986, + "FN": 201538, + "FP": 73, + "IoU": 0.07120810068734222, + "TN": 73666436, + "TP": 15457, + "n_pred": 15530, + "n_ref": 216995 + }, + "10": { + "Dice": 0.03985792223797524, + "FN": 71863, + "FP": 119790, + "IoU": 0.020334200612377385, + "TN": 73687873, + "TP": 3978, + "n_pred": 123768, + "n_ref": 75841 + }, + "11": { + "Dice": 0.5790814469757625, + "FN": 2281, + "FP": 3502, + "IoU": 0.40754021104395044, + "TN": 73873743, + "TP": 3978, + "n_pred": 7480, + "n_ref": 6259 + }, + "12": { + "Dice": 0.0, + "FN": 5541, + "FP": 48, + "IoU": 0.0, + "TN": 73877915, + "TP": 0, + "n_pred": 48, + "n_ref": 5541 + }, + "13": { + "Dice": 0.0, + "FN": 61239, + "FP": 12822, + "IoU": 0.0, + "TN": 73809443, + "TP": 0, + "n_pred": 12822, + "n_ref": 61239 + }, + "14": { + "Dice": 0.2079243051448847, + "FN": 76530, + "FP": 110986, + "IoU": 0.11602428722280887, + "TN": 73671376, + "TP": 24612, + "n_pred": 135598, + "n_ref": 101142 + }, + "15": { + "Dice": 0.6603873187541702, + "FN": 98953, + "FP": 27784, + "IoU": 0.4929688468908901, + "TN": 73633545, + "TP": 123222, + "n_pred": 151006, + "n_ref": 222175 + }, + "2": { + "Dice": 0.4289981271545538, + "FN": 115574, + "FP": 85345, + "IoU": 0.27307295718084623, + "TN": 73607109, + "TP": 75476, + "n_pred": 160821, + "n_ref": 191050 + }, + "3": { + "Dice": 0.5192729676544668, + "FN": 102694, + "FP": 54385, + "IoU": 0.35068784206088066, + "TN": 73641588, + "TP": 84837, + "n_pred": 139222, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 2335, + "IoU": 0.0, + "TN": 73833281, + "TP": 0, + "n_pred": 2335, + "n_ref": 47888 + }, + "5": { + "Dice": 0.11389740814240183, + "FN": 14181, + "FP": 554, + "IoU": 0.06038770564978957, + "TN": 73867822, + "TP": 947, + "n_pred": 1501, + "n_ref": 15128 + }, + "6": { + "Dice": 0.6173286602984188, + "FN": 130343, + "FP": 1817311, + "IoU": 0.446475342746061, + "TN": 70364864, + "TP": 1570986, + "n_pred": 3388297, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.005175205273505262, + "FN": 172062, + "FP": 34392, + "IoU": 0.002594315694885285, + "TN": 73676513, + "TP": 537, + "n_pred": 34929, + "n_ref": 172599 + }, + "8": { + "Dice": 0.6909647545061421, + "FN": 34308, + "FP": 6069, + "IoU": 0.5278427428785256, + "TN": 73797988, + "TP": 45139, + "n_pred": 51208, + "n_ref": 79447 + }, + "9": { + "Dice": 0.6383291602082588, + "FN": 25937, + "FP": 46863, + "IoU": 0.4687837482852223, + "TN": 73746460, + "TP": 64244, + "n_pred": 111107, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8389898486985866, + "FN": 20516, + "FP": 43515, + "IoU": 0.7226378234144947, + "TN": 69264919, + "TP": 166826, + "n_pred": 210341, + "n_ref": 187342 + }, + "10": { + "Dice": 0.07541483384869997, + "FN": 63144, + "FP": 43003, + "IoU": 0.03918498135341612, + "TN": 69385300, + "TP": 4329, + "n_pred": 47332, + "n_ref": 67473 + }, + "11": { + "Dice": 0.7930928152944804, + "FN": 889, + "FP": 453, + "IoU": 0.6571282575370465, + "TN": 69491862, + "TP": 2572, + "n_pred": 3025, + "n_ref": 3461 + }, + "12": { + "Dice": 0.659223634489866, + "FN": 1233, + "FP": 751, + "IoU": 0.4916730719959006, + "TN": 69491873, + "TP": 1919, + "n_pred": 2670, + "n_ref": 3152 + }, + "13": { + "Dice": 0.48040053918736764, + "FN": 46634, + "FP": 20823, + "IoU": 0.3161362922111495, + "TN": 69397135, + "TP": 31184, + "n_pred": 52007, + "n_ref": 77818 + }, + "14": { + "Dice": 0.7391474474726892, + "FN": 23528, + "FP": 66469, + "IoU": 0.586228299249669, + "TN": 69278272, + "TP": 127507, + "n_pred": 193976, + "n_ref": 151035 + }, + "15": { + "Dice": 0.4997966880672683, + "FN": 27008, + "FP": 107077, + "IoU": 0.3331526361072844, + "TN": 69294703, + "TP": 66988, + "n_pred": 174065, + "n_ref": 93996 + }, + "2": { + "Dice": 0.6548392789999923, + "FN": 22143, + "FP": 112800, + "IoU": 0.48681118083285796, + "TN": 69232826, + "TP": 128007, + "n_pred": 240807, + "n_ref": 150150 + }, + "3": { + "Dice": 0.1818248967061376, + "FN": 152876, + "FP": 24353, + "IoU": 0.10000406252221691, + "TN": 69298854, + "TP": 19693, + "n_pred": 44046, + "n_ref": 172569 + }, + "4": { + "Dice": 0.4706909344856183, + "FN": 20943, + "FP": 15438, + "IoU": 0.3077801244363263, + "TN": 69443219, + "TP": 16176, + "n_pred": 31614, + "n_ref": 37119 + }, + "5": { + "Dice": 0.7925884613001177, + "FN": 6303, + "FP": 391, + "IoU": 0.6564360500923835, + "TN": 69476292, + "TP": 12790, + "n_pred": 13181, + "n_ref": 19093 + }, + "6": { + "Dice": 0.817921345565786, + "FN": 87280, + "FP": 519289, + "IoU": 0.6919347900392236, + "TN": 67526813, + "TP": 1362394, + "n_pred": 1881683, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.5361941501484141, + "FN": 192413, + "FP": 16186, + "IoU": 0.36630141231009455, + "TN": 69166599, + "TP": 120578, + "n_pred": 136764, + "n_ref": 312991 + }, + "8": { + "Dice": 0.6598954257849544, + "FN": 25014, + "FP": 40617, + "IoU": 0.4924208442251473, + "TN": 69366474, + "TP": 63671, + "n_pred": 104288, + "n_ref": 88685 + }, + "9": { + "Dice": 0.6596796215457396, + "FN": 28913, + "FP": 24178, + "IoU": 0.4921805503744727, + "TN": 69391229, + "TP": 51456, + "n_pred": 75634, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8753719502748559, + "FN": 38551, + "FP": 8107, + "IoU": 0.7783657454469451, + "TN": 50623034, + "TP": 163860, + "n_pred": 171967, + "n_ref": 202411 + }, + "10": { + "Dice": 0.47094922130161243, + "FN": 48443, + "FP": 13111, + "IoU": 0.30800103427729875, + "TN": 50744601, + "TP": 27397, + "n_pred": 40508, + "n_ref": 75840 + }, + "11": { + "Dice": 0.7269241303752396, + "FN": 2748, + "FP": 243, + "IoU": 0.5709982788296041, + "TN": 50826580, + "TP": 3981, + "n_pred": 4224, + "n_ref": 6729 + }, + "12": { + "Dice": 0.2243436754176611, + "FN": 5500, + "FP": 25, + "IoU": 0.12634408602150538, + "TN": 50827228, + "TP": 799, + "n_pred": 824, + "n_ref": 6299 + }, + "13": { + "Dice": 0.3421271760107368, + "FN": 30801, + "FP": 36354, + "IoU": 0.2063651512107496, + "TN": 50748935, + "TP": 17462, + "n_pred": 53816, + "n_ref": 48263 + }, + "14": { + "Dice": 0.2677759843690269, + "FN": 25520, + "FP": 112390, + "IoU": 0.15458507788410258, + "TN": 50670425, + "TP": 25217, + "n_pred": 137607, + "n_ref": 50737 + }, + "15": { + "Dice": 0.21867021970445186, + "FN": 11287, + "FP": 156427, + "IoU": 0.12275673046243651, + "TN": 50642369, + "TP": 23469, + "n_pred": 179896, + "n_ref": 34756 + }, + "2": { + "Dice": 0.7062091213579661, + "FN": 8918, + "FP": 160109, + "IoU": 0.5458448757184043, + "TN": 50461373, + "TP": 203152, + "n_pred": 363261, + "n_ref": 212070 + }, + "3": { + "Dice": 0.3779181394989473, + "FN": 154222, + "FP": 6807, + "IoU": 0.23298339541397148, + "TN": 50623610, + "TP": 48913, + "n_pred": 55720, + "n_ref": 203135 + }, + "4": { + "Dice": 0.7397398460313247, + "FN": 4032, + "FP": 5772, + "IoU": 0.5869739225681425, + "TN": 50809815, + "TP": 13933, + "n_pred": 19705, + "n_ref": 17965 + }, + "5": { + "Dice": 0.14967946409277533, + "FN": 11805, + "FP": 0, + "IoU": 0.08089380255372158, + "TN": 50820708, + "TP": 1039, + "n_pred": 1039, + "n_ref": 12844 + }, + "6": { + "Dice": 0.8738779365057734, + "FN": 80236, + "FP": 530584, + "IoU": 0.7760064071511317, + "TN": 48106599, + "TP": 2116133, + "n_pred": 2646717, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.27622927922710583, + "FN": 187820, + "FP": 24640, + "IoU": 0.16024711169432773, + "TN": 50580549, + "TP": 40543, + "n_pred": 65183, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9050038013975584, + "FN": 9481, + "FP": 10136, + "IoU": 0.8264903591013621, + "TN": 50720492, + "TP": 93443, + "n_pred": 103579, + "n_ref": 102924 + }, + "9": { + "Dice": 0.7127160835606304, + "FN": 36597, + "FP": 26704, + "IoU": 0.55365881174994, + "TN": 50691730, + "TP": 78521, + "n_pred": 105225, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6243244085652838, + "FN": 111802, + "FP": 8726, + "IoU": 0.45383113028425903, + "TN": 76664181, + "TP": 100151, + "n_pred": 108877, + "n_ref": 211953 + }, + "10": { + "Dice": 0.24939104841165127, + "FN": 55130, + "FP": 4036, + "IoU": 0.142459598521632, + "TN": 76815865, + "TP": 9829, + "n_pred": 13865, + "n_ref": 64959 + }, + "11": { + "Dice": 0.5402867029164607, + "FN": 1781, + "FP": 79, + "IoU": 0.3701320690822892, + "TN": 76881907, + "TP": 1093, + "n_pred": 1172, + "n_ref": 2874 + }, + "12": { + "Dice": 0.6008268259072118, + "FN": 1301, + "FP": 437, + "IoU": 0.4294156270518713, + "TN": 76881814, + "TP": 1308, + "n_pred": 1745, + "n_ref": 2609 + }, + "13": { + "Dice": 0.5178702570379436, + "FN": 25859, + "FP": 5653, + "IoU": 0.3494095301015773, + "TN": 76836424, + "TP": 16924, + "n_pred": 22577, + "n_ref": 42783 + }, + "14": { + "Dice": 0.7387689506077628, + "FN": 7269, + "FP": 45234, + "IoU": 0.5857522703423463, + "TN": 76758117, + "TP": 74240, + "n_pred": 119474, + "n_ref": 81509 + }, + "15": { + "Dice": 0.411104860294243, + "FN": 15900, + "FP": 53188, + "IoU": 0.25873630677124126, + "TN": 76791657, + "TP": 24115, + "n_pred": 77303, + "n_ref": 40015 + }, + "2": { + "Dice": 0.3318196103079824, + "FN": 82780, + "FP": 2266, + "IoU": 0.1989111083899287, + "TN": 76778697, + "TP": 21117, + "n_pred": 23383, + "n_ref": 103897 + }, + "3": { + "Dice": 0.7348466110822994, + "FN": 5308, + "FP": 61158, + "IoU": 0.5808359820392514, + "TN": 76726292, + "TP": 92102, + "n_pred": 153260, + "n_ref": 97410 + }, + "4": { + "Dice": 0.8787026744262081, + "FN": 4725, + "FP": 840, + "IoU": 0.7836482388616748, + "TN": 76859138, + "TP": 20157, + "n_pred": 20997, + "n_ref": 24882 + }, + "5": { + "Dice": 0.710178772749235, + "FN": 6936, + "FP": 262, + "IoU": 0.5506024848598364, + "TN": 76868843, + "TP": 8819, + "n_pred": 9081, + "n_ref": 15755 + }, + "6": { + "Dice": 0.7319513033051197, + "FN": 27421, + "FP": 780897, + "IoU": 0.5772264939137767, + "TN": 74972919, + "TP": 1103623, + "n_pred": 1884520, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.6126205472456389, + "FN": 78383, + "FP": 26297, + "IoU": 0.44156668604930305, + "TN": 76697407, + "TP": 82773, + "n_pred": 109070, + "n_ref": 161156 + }, + "8": { + "Dice": 0.8389349126061458, + "FN": 4494, + "FP": 23464, + "IoU": 0.7225563163639972, + "TN": 76784090, + "TP": 72812, + "n_pred": 96276, + "n_ref": 77306 + }, + "9": { + "Dice": 0.7216142986167229, + "FN": 15864, + "FP": 42700, + "IoU": 0.5644730677415276, + "TN": 76750393, + "TP": 75903, + "n_pred": 118603, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7505512515578848, + "FN": 42370, + "FP": 12271, + "IoU": 0.6007059133027389, + "TN": 130863088, + "TP": 82203, + "n_pred": 94474, + "n_ref": 124573 + }, + "10": { + "Dice": 0.38459171506596407, + "FN": 27566, + "FP": 68434, + "IoU": 0.23807709707373986, + "TN": 130873935, + "TP": 29997, + "n_pred": 98431, + "n_ref": 57563 + }, + "11": { + "Dice": 0.5524734756487281, + "FN": 3407, + "FP": 94, + "IoU": 0.38166725538678914, + "TN": 130994270, + "TP": 2161, + "n_pred": 2255, + "n_ref": 5568 + }, + "12": { + "Dice": 0.33835530445699935, + "FN": 5685, + "FP": 639, + "IoU": 0.20362674726105023, + "TN": 130991991, + "TP": 1617, + "n_pred": 2256, + "n_ref": 7302 + }, + "13": { + "Dice": 7.429052548165024e-05, + "FN": 78414, + "FP": 2344, + "IoU": 3.714664256262305e-05, + "TN": 130919171, + "TP": 3, + "n_pred": 2347, + "n_ref": 78417 + }, + "14": { + "Dice": 0.01882900021954916, + "FN": 936391, + "FP": 78078, + "IoU": 0.009503975286149328, + "TN": 129975729, + "TP": 9734, + "n_pred": 87812, + "n_ref": 946125 + }, + "15": { + "Dice": 0.0, + "FN": 25310, + "FP": 143050, + "IoU": 0.0, + "TN": 130831572, + "TP": 0, + "n_pred": 143050, + "n_ref": 25310 + }, + "2": { + "Dice": 0.13464117399134065, + "FN": 203042, + "FP": 223, + "IoU": 0.07217977158820146, + "TN": 130780854, + "TP": 15813, + "n_pred": 16036, + "n_ref": 218855 + }, + "3": { + "Dice": 0.7342773149158505, + "FN": 25650, + "FP": 160641, + "IoU": 0.5801249543592032, + "TN": 130556250, + "TP": 257391, + "n_pred": 418032, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 1608, + "IoU": 0.0, + "TN": 130996044, + "TP": 0, + "n_pred": 1608, + "n_ref": 2280 + }, + "5": { + "Dice": 0.13032928942807626, + "FN": 22027, + "FP": 554, + "IoU": 0.06970708194289951, + "TN": 130975659, + "TP": 1692, + "n_pred": 2246, + "n_ref": 23719 + }, + "6": { + "Dice": 0.832102581547728, + "FN": 59185, + "FP": 511363, + "IoU": 0.7124791684619459, + "TN": 129015561, + "TP": 1413823, + "n_pred": 1925186, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.17309707897255175, + "FN": 181276, + "FP": 36474, + "IoU": 0.09474892014251209, + "TN": 130759391, + "TP": 22791, + "n_pred": 59265, + "n_ref": 204067 + }, + "8": { + "Dice": 0.900786351697604, + "FN": 13876, + "FP": 10828, + "IoU": 0.8194825028680828, + "TN": 130863081, + "TP": 112147, + "n_pred": 122975, + "n_ref": 126023 + }, + "9": { + "Dice": 0.6271134029234536, + "FN": 19701, + "FP": 24916, + "IoU": 0.45678456200158274, + "TN": 130917797, + "TP": 37518, + "n_pred": 62434, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8106778359000621, + "FN": 13094, + "FP": 7608, + "IoU": 0.6816301422529796, + "TN": 74361673, + "TP": 44323, + "n_pred": 51931, + "n_ref": 57417 + }, + "10": { + "Dice": 0.21527104033544098, + "FN": 69123, + "FP": 1246, + "IoU": 0.12061833768635734, + "TN": 74346677, + "TP": 9652, + "n_pred": 10898, + "n_ref": 78775 + }, + "11": { + "Dice": 0.18015963511972635, + "FN": 2151, + "FP": 6, + "IoU": 0.09899749373433583, + "TN": 74424304, + "TP": 237, + "n_pred": 243, + "n_ref": 2388 + }, + "12": { + "Dice": 0.527977710703506, + "FN": 1320, + "FP": 713, + "IoU": 0.3586750788643533, + "TN": 74423528, + "TP": 1137, + "n_pred": 1850, + "n_ref": 2457 + }, + "13": { + "Dice": 0.13972135391862286, + "FN": 95259, + "FP": 4092, + "IoU": 0.07510775561120472, + "TN": 74319279, + "TP": 8068, + "n_pred": 12160, + "n_ref": 103327 + }, + "14": { + "Dice": 0.5352832810328947, + "FN": 102322, + "FP": 16744, + "IoU": 0.3654517451062945, + "TN": 74239059, + "TP": 68573, + "n_pred": 85317, + "n_ref": 170895 + }, + "15": { + "Dice": 0.4435060734564796, + "FN": 9877, + "FP": 21093, + "IoU": 0.284939160952183, + "TN": 74383387, + "TP": 12341, + "n_pred": 33434, + "n_ref": 22218 + }, + "2": { + "Dice": 0.0, + "FN": 118753, + "FP": 4727, + "IoU": 0.0, + "TN": 74303218, + "TP": 0, + "n_pred": 4727, + "n_ref": 118753 + }, + "3": { + "Dice": 0.7286664719436602, + "FN": 18931, + "FP": 64675, + "IoU": 0.5731513059815795, + "TN": 74230830, + "TP": 112262, + "n_pred": 176937, + "n_ref": 131193 + }, + "4": { + "Dice": 0.45272483964745514, + "FN": 20649, + "FP": 3071, + "IoU": 0.292594912170827, + "TN": 74393167, + "TP": 9811, + "n_pred": 12882, + "n_ref": 30460 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 74426694, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "6": { + "Dice": 0.6895323699347583, + "FN": 30227, + "FP": 741829, + "IoU": 0.5261727601012395, + "TN": 72797294, + "TP": 857348, + "n_pred": 1599177, + "n_ref": 887575 + }, + "7": { + "Dice": 0.2490329465119381, + "FN": 128109, + "FP": 7011, + "IoU": 0.14222594652243467, + "TN": 74269174, + "TP": 22404, + "n_pred": 29415, + "n_ref": 150513 + }, + "8": { + "Dice": 0.7289844950412069, + "FN": 4091, + "FP": 25012, + "IoU": 0.5735449270265518, + "TN": 74358454, + "TP": 39141, + "n_pred": 64153, + "n_ref": 43232 + }, + "9": { + "Dice": 0.4460908967234902, + "FN": 12458, + "FP": 40473, + "IoU": 0.2870765708128494, + "TN": 74352453, + "TP": 21314, + "n_pred": 61787, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8562308972027701, + "FN": 7615, + "FP": 36977, + "IoU": 0.7486046747623719, + "TN": 106469310, + "TP": 132786, + "n_pred": 169763, + "n_ref": 140401 + }, + "10": { + "Dice": 0.6826538071287518, + "FN": 36773, + "FP": 21401, + "IoU": 0.518203803087524, + "TN": 106525944, + "TP": 62570, + "n_pred": 83971, + "n_ref": 99343 + }, + "11": { + "Dice": 0.3787604800263028, + "FN": 3499, + "FP": 280, + "IoU": 0.23362401135672278, + "TN": 106641757, + "TP": 1152, + "n_pred": 1432, + "n_ref": 4651 + }, + "12": { + "Dice": 0.6988738027576045, + "FN": 2150, + "FP": 711, + "IoU": 0.5371299142533571, + "TN": 106640507, + "TP": 3320, + "n_pred": 4031, + "n_ref": 5470 + }, + "13": { + "Dice": 0.11303949723228035, + "FN": 38227, + "FP": 4395, + "IoU": 0.05990559795315188, + "TN": 106601350, + "TP": 2716, + "n_pred": 7111, + "n_ref": 40943 + }, + "14": { + "Dice": 0.57325642370215, + "FN": 4663, + "FP": 92993, + "IoU": 0.40179359012055277, + "TN": 106483440, + "TP": 65592, + "n_pred": 158585, + "n_ref": 70255 + }, + "15": { + "Dice": 0.09060676085903907, + "FN": 10936, + "FP": 302711, + "IoU": 0.04745316941616658, + "TN": 106317416, + "TP": 15625, + "n_pred": 318336, + "n_ref": 26561 + }, + "2": { + "Dice": 2.1327645961077045e-05, + "FN": 186671, + "FP": 875, + "IoU": 1.0663936698871755e-05, + "TN": 106459140, + "TP": 2, + "n_pred": 877, + "n_ref": 186673 + }, + "3": { + "Dice": 0.5804524418138002, + "FN": 3686, + "FP": 208535, + "IoU": 0.4088996092215906, + "TN": 106287661, + "TP": 146806, + "n_pred": 355341, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8907886702052703, + "FN": 601, + "FP": 1724, + "IoU": 0.8030829169136953, + "TN": 106634881, + "TP": 9482, + "n_pred": 11206, + "n_ref": 10083 + }, + "5": { + "Dice": 0.7244094488188977, + "FN": 1912, + "FP": 13, + "IoU": 0.5679012345679012, + "TN": 106642233, + "TP": 2530, + "n_pred": 2543, + "n_ref": 4442 + }, + "6": { + "Dice": 0.884553775527017, + "FN": 104946, + "FP": 199843, + "IoU": 0.793004410360476, + "TN": 105174246, + "TP": 1167653, + "n_pred": 1367496, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.6407897161980001, + "FN": 159530, + "FP": 39262, + "IoU": 0.4714426633129754, + "TN": 106270585, + "TP": 177311, + "n_pred": 216573, + "n_ref": 336841 + }, + "8": { + "Dice": 0.8425097659977859, + "FN": 4819, + "FP": 19935, + "IoU": 0.7278763494052723, + "TN": 106555722, + "TP": 66212, + "n_pred": 86147, + "n_ref": 71031 + }, + "9": { + "Dice": 0.6469840552487749, + "FN": 39273, + "FP": 10719, + "IoU": 0.47817918019268707, + "TN": 106550885, + "TP": 45811, + "n_pred": 56530, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8934399231455431, + "FN": 24543, + "FP": 6515, + "IoU": 0.807402997662146, + "TN": 107965669, + "TP": 130201, + "n_pred": 136716, + "n_ref": 154744 + }, + "10": { + "Dice": 0.6796148514480537, + "FN": 35792, + "FP": 6965, + "IoU": 0.5147095544003814, + "TN": 108038822, + "TP": 45349, + "n_pred": 52314, + "n_ref": 81141 + }, + "11": { + "Dice": 0.6801152737752162, + "FN": 1385, + "FP": 169, + "IoU": 0.5152838427947598, + "TN": 108123722, + "TP": 1652, + "n_pred": 1821, + "n_ref": 3037 + }, + "12": { + "Dice": 0.7885572139303483, + "FN": 1121, + "FP": 409, + "IoU": 0.6509240246406571, + "TN": 108122545, + "TP": 2853, + "n_pred": 3262, + "n_ref": 3974 + }, + "13": { + "Dice": 0.531964616476535, + "FN": 46692, + "FP": 7382, + "IoU": 0.36236498278383095, + "TN": 108042124, + "TP": 30730, + "n_pred": 38112, + "n_ref": 77422 + }, + "14": { + "Dice": 0.5203498857761212, + "FN": 5271, + "FP": 58557, + "IoU": 0.35167089893346876, + "TN": 108028478, + "TP": 34622, + "n_pred": 93179, + "n_ref": 39893 + }, + "15": { + "Dice": 0.15769638346865114, + "FN": 7439, + "FP": 203991, + "IoU": 0.0855973912516975, + "TN": 107895706, + "TP": 19792, + "n_pred": 223783, + "n_ref": 27231 + }, + "2": { + "Dice": 0.02007488655094524, + "FN": 188425, + "FP": 4193, + "IoU": 0.01013921507161174, + "TN": 107932337, + "TP": 1973, + "n_pred": 6166, + "n_ref": 190398 + }, + "3": { + "Dice": 0.6983559956583693, + "FN": 6893, + "FP": 160130, + "IoU": 0.5365184284865941, + "TN": 107766562, + "TP": 193343, + "n_pred": 353473, + "n_ref": 200236 + }, + "4": { + "Dice": 0.9239268478536957, + "FN": 4209, + "FP": 583, + "IoU": 0.8586097014044612, + "TN": 108093036, + "TP": 29100, + "n_pred": 29683, + "n_ref": 33309 + }, + "5": { + "Dice": 0.68023352793995, + "FN": 1838, + "FP": 79, + "IoU": 0.5154196157735086, + "TN": 108122972, + "TP": 2039, + "n_pred": 2118, + "n_ref": 3877 + }, + "6": { + "Dice": 0.7922038402489484, + "FN": 41032, + "FP": 713533, + "IoU": 0.6559085602757967, + "TN": 105934008, + "TP": 1438355, + "n_pred": 2151888, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.49098109646422416, + "FN": 165076, + "FP": 24249, + "IoU": 0.32536444395349085, + "TN": 107846295, + "TP": 91308, + "n_pred": 115557, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9117388329586551, + "FN": 1195, + "FP": 6932, + "IoU": 0.8377941440632297, + "TN": 108076825, + "TP": 41976, + "n_pred": 48908, + "n_ref": 43171 + }, + "9": { + "Dice": 0.8100983522389975, + "FN": 11247, + "FP": 12425, + "IoU": 0.6808111861710017, + "TN": 108052765, + "TP": 50491, + "n_pred": 62916, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.727249399105287, + "FN": 39471, + "FP": 24303, + "IoU": 0.5713997688109895, + "TN": 62421364, + "TP": 85022, + "n_pred": 109325, + "n_ref": 124493 + }, + "10": { + "Dice": 0.34294645558132497, + "FN": 42141, + "FP": 23019, + "IoU": 0.206961601655206, + "TN": 62487995, + "TP": 17005, + "n_pred": 40024, + "n_ref": 59146 + }, + "11": { + "Dice": 0.677774471883368, + "FN": 913, + "FP": 170, + "IoU": 0.5126012601260126, + "TN": 62567938, + "TP": 1139, + "n_pred": 1309, + "n_ref": 2052 + }, + "12": { + "Dice": 0.6276009791921665, + "FN": 2216, + "FP": 218, + "IoU": 0.45730211817168337, + "TN": 62565675, + "TP": 2051, + "n_pred": 2269, + "n_ref": 4267 + }, + "13": { + "Dice": 0.6980580903627865, + "FN": 16618, + "FP": 5088, + "IoU": 0.5361668483022416, + "TN": 62523363, + "TP": 25091, + "n_pred": 30179, + "n_ref": 41709 + }, + "14": { + "Dice": 0.7249070118423916, + "FN": 144537, + "FP": 14771, + "IoU": 0.5685130563613366, + "TN": 62200953, + "TP": 209899, + "n_pred": 224670, + "n_ref": 354436 + }, + "15": { + "Dice": 0.15039191014348874, + "FN": 78311, + "FP": 68887, + "IoU": 0.08131014941395279, + "TN": 62409934, + "TP": 13028, + "n_pred": 81915, + "n_ref": 91339 + }, + "2": { + "Dice": 0.4489247105874061, + "FN": 108417, + "FP": 35439, + "IoU": 0.28942805913529696, + "TN": 62367709, + "TP": 58595, + "n_pred": 94034, + "n_ref": 167012 + }, + "3": { + "Dice": 0.6869855967078189, + "FN": 55934, + "FP": 75502, + "IoU": 0.5232125367286974, + "TN": 62294490, + "TP": 144234, + "n_pred": 219736, + "n_ref": 200168 + }, + "4": { + "Dice": 0.9305859682928965, + "FN": 2231, + "FP": 939, + "IoU": 0.8701830541791228, + "TN": 62545741, + "TP": 21249, + "n_pred": 22188, + "n_ref": 23480 + }, + "5": { + "Dice": 0.21411974977658624, + "FN": 6977, + "FP": 1817, + "IoU": 0.1198959167333867, + "TN": 62560168, + "TP": 1198, + "n_pred": 3015, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9123420035617331, + "FN": 38982, + "FP": 233610, + "IoU": 0.8388133094680151, + "TN": 60879003, + "TP": 1418565, + "n_pred": 1652175, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.5184343983309594, + "FN": 107506, + "FP": 40913, + "IoU": 0.34992334983136963, + "TN": 62341850, + "TP": 79891, + "n_pred": 120804, + "n_ref": 187397 + }, + "8": { + "Dice": 0.6503153187105851, + "FN": 5416, + "FP": 64173, + "IoU": 0.48182759108543005, + "TN": 62435863, + "TP": 64708, + "n_pred": 128881, + "n_ref": 70124 + }, + "9": { + "Dice": 0.6368736975223982, + "FN": 13840, + "FP": 26934, + "IoU": 0.4672154710571018, + "TN": 62493630, + "TP": 35756, + "n_pred": 62690, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3029645916136125, + "FN": 230551, + "FP": 243, + "IoU": 0.1785257927538966, + "TN": 55100297, + "TP": 50157, + "n_pred": 50400, + "n_ref": 280708 + }, + "10": { + "Dice": 0.4567663788517412, + "FN": 48664, + "FP": 17711, + "IoU": 0.29598005939753924, + "TN": 55286968, + "TP": 27905, + "n_pred": 45616, + "n_ref": 76569 + }, + "11": { + "Dice": 0.05125919322487185, + "FN": 4212, + "FP": 45, + "IoU": 0.026303751143641353, + "TN": 55376876, + "TP": 115, + "n_pred": 160, + "n_ref": 4327 + }, + "12": { + "Dice": 0.4801788024938243, + "FN": 2687, + "FP": 1732, + "IoU": 0.3159442724458204, + "TN": 55374788, + "TP": 2041, + "n_pred": 3773, + "n_ref": 4728 + }, + "13": { + "Dice": 0.35751923131111046, + "FN": 42183, + "FP": 3419, + "IoU": 0.21767026934294048, + "TN": 55322958, + "TP": 12688, + "n_pred": 16107, + "n_ref": 54871 + }, + "14": { + "Dice": 0.644021505815974, + "FN": 16427, + "FP": 70640, + "IoU": 0.47494964601449713, + "TN": 55215422, + "TP": 78759, + "n_pred": 149399, + "n_ref": 95186 + }, + "15": { + "Dice": 0.6293076724924577, + "FN": 15791, + "FP": 69112, + "IoU": 0.4591166521204554, + "TN": 55224277, + "TP": 72068, + "n_pred": 141180, + "n_ref": 87859 + }, + "2": { + "Dice": 0.39277944807020115, + "FN": 147161, + "FP": 1891, + "IoU": 0.24438428664851794, + "TN": 55183989, + "TP": 48207, + "n_pred": 50098, + "n_ref": 195368 + }, + "3": { + "Dice": 0.7079977691974025, + "FN": 18220, + "FP": 118435, + "IoU": 0.5479849433058573, + "TN": 55078924, + "TP": 165669, + "n_pred": 284104, + "n_ref": 183889 + }, + "4": { + "Dice": 0.6245459078281929, + "FN": 3025, + "FP": 2246, + "IoU": 0.45406525116519936, + "TN": 55371593, + "TP": 4384, + "n_pred": 6630, + "n_ref": 7409 + }, + "5": { + "Dice": 0.26595744680851063, + "FN": 4740, + "FP": 228, + "IoU": 0.15337423312883436, + "TN": 55375380, + "TP": 900, + "n_pred": 1128, + "n_ref": 5640 + }, + "6": { + "Dice": 0.8910205347221357, + "FN": 31823, + "FP": 327026, + "IoU": 0.8034599040108312, + "TN": 53555417, + "TP": 1466982, + "n_pred": 1794008, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.46413575306441884, + "FN": 116392, + "FP": 19523, + "IoU": 0.30219842280363085, + "TN": 55186472, + "TP": 58861, + "n_pred": 78384, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9284755951699966, + "FN": 2416, + "FP": 4461, + "IoU": 0.8664997185176557, + "TN": 55329735, + "TP": 44636, + "n_pred": 49097, + "n_ref": 47052 + }, + "9": { + "Dice": 0.6511265050615184, + "FN": 16279, + "FP": 20838, + "IoU": 0.48271873345039995, + "TN": 55309494, + "TP": 34637, + "n_pred": 55475, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8253070981838668, + "FN": 71930, + "FP": 19854, + "IoU": 0.702572644227186, + "TN": 110838022, + "TP": 216809, + "n_pred": 236663, + "n_ref": 288739 + }, + "10": { + "Dice": 0.5734116320832623, + "FN": 38529, + "FP": 26559, + "IoU": 0.40194610090689403, + "TN": 111037782, + "TP": 43745, + "n_pred": 70304, + "n_ref": 82274 + }, + "11": { + "Dice": 0.42958173368357244, + "FN": 2571, + "FP": 252, + "IoU": 0.2735460627895008, + "TN": 111142729, + "TP": 1063, + "n_pred": 1315, + "n_ref": 3634 + }, + "12": { + "Dice": 0.6121162280701754, + "FN": 871, + "FP": 1959, + "IoU": 0.441042859964448, + "TN": 111141552, + "TP": 2233, + "n_pred": 4192, + "n_ref": 3104 + }, + "13": { + "Dice": 0.3848724110310104, + "FN": 45777, + "FP": 7979, + "IoU": 0.23829226474714127, + "TN": 111076042, + "TP": 16817, + "n_pred": 24796, + "n_ref": 62594 + }, + "14": { + "Dice": 0.3575866722079415, + "FN": 6269, + "FP": 118938, + "IoU": 0.21772026940907444, + "TN": 110986561, + "TP": 34847, + "n_pred": 153785, + "n_ref": 41116 + }, + "15": { + "Dice": 0.06808735355285447, + "FN": 13889, + "FP": 300228, + "IoU": 0.03524349492616526, + "TN": 110821023, + "TP": 11475, + "n_pred": 311703, + "n_ref": 25364 + }, + "2": { + "Dice": 0.07158049491766436, + "FN": 149947, + "FP": 4140, + "IoU": 0.03711873621326401, + "TN": 110986588, + "TP": 5940, + "n_pred": 10080, + "n_ref": 155887 + }, + "3": { + "Dice": 0.732719985598014, + "FN": 12565, + "FP": 156689, + "IoU": 0.5781831775700934, + "TN": 110745365, + "TP": 231996, + "n_pred": 388685, + "n_ref": 244561 + }, + "4": { + "Dice": 0.8459788196297648, + "FN": 3780, + "FP": 1703, + "IoU": 0.7330704444768998, + "TN": 111126074, + "TP": 15058, + "n_pred": 16761, + "n_ref": 18838 + }, + "5": { + "Dice": 0.8367172472750588, + "FN": 852, + "FP": 676, + "IoU": 0.7192724600404189, + "TN": 111141172, + "TP": 3915, + "n_pred": 4591, + "n_ref": 4767 + }, + "6": { + "Dice": 0.8947809093727341, + "FN": 41263, + "FP": 326316, + "IoU": 0.8095959588111189, + "TN": 109216094, + "TP": 1562942, + "n_pred": 1889258, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.28589432663806147, + "FN": 309738, + "FP": 34768, + "IoU": 0.1667892073872706, + "TN": 110733147, + "TP": 68962, + "n_pred": 103730, + "n_ref": 378700 + }, + "8": { + "Dice": 0.849981914804819, + "FN": 4176, + "FP": 22783, + "IoU": 0.7391030852010994, + "TN": 111043283, + "TP": 76373, + "n_pred": 99156, + "n_ref": 80549 + }, + "9": { + "Dice": 0.7026797549839284, + "FN": 15302, + "FP": 19015, + "IoU": 0.5416393968131002, + "TN": 111071746, + "TP": 40552, + "n_pred": 59567, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9599881951564523, + "FN": 13525, + "FP": 2202, + "IoU": 0.9230550948417998, + "TN": 96916632, + "TP": 188666, + "n_pred": 190868, + "n_ref": 202191 + }, + "10": { + "Dice": 0.49365778604071836, + "FN": 47450, + "FP": 7837, + "IoU": 0.3277195457087964, + "TN": 97038787, + "TP": 26951, + "n_pred": 34788, + "n_ref": 74401 + }, + "11": { + "Dice": 0.5365940735451624, + "FN": 2409, + "FP": 187, + "IoU": 0.3666747987313979, + "TN": 97116926, + "TP": 1503, + "n_pred": 1690, + "n_ref": 3912 + }, + "12": { + "Dice": 0.5403508771929825, + "FN": 3127, + "FP": 541, + "IoU": 0.3701923076923077, + "TN": 97115201, + "TP": 2156, + "n_pred": 2697, + "n_ref": 5283 + }, + "13": { + "Dice": 0.5278202742746881, + "FN": 32223, + "FP": 2036, + "IoU": 0.3585297807403524, + "TN": 97067618, + "TP": 19148, + "n_pred": 21184, + "n_ref": 51371 + }, + "14": { + "Dice": 0.7300239599916382, + "FN": 19812, + "FP": 64133, + "IoU": 0.5748328606158833, + "TN": 96923585, + "TP": 113495, + "n_pred": 177628, + "n_ref": 133307 + }, + "15": { + "Dice": 0.5128768893311728, + "FN": 19280, + "FP": 74215, + "IoU": 0.3448785683254621, + "TN": 96978311, + "TP": 49219, + "n_pred": 123434, + "n_ref": 68499 + }, + "2": { + "Dice": 0.009382469408868752, + "FN": 166605, + "FP": 3, + "IoU": 0.0047133461173139305, + "TN": 96953628, + "TP": 789, + "n_pred": 792, + "n_ref": 167394 + }, + "3": { + "Dice": 0.6950503946406658, + "FN": 12548, + "FP": 169352, + "IoU": 0.5326262345964501, + "TN": 96731829, + "TP": 207296, + "n_pred": 376648, + "n_ref": 219844 + }, + "4": { + "Dice": 0.8452955606552188, + "FN": 1210, + "FP": 4655, + "IoU": 0.7320449561403509, + "TN": 97099137, + "TP": 16023, + "n_pred": 20678, + "n_ref": 17233 + }, + "5": { + "Dice": 0.5023038786818315, + "FN": 8152, + "FP": 381, + "IoU": 0.3353843757301971, + "TN": 97108186, + "TP": 4306, + "n_pred": 4687, + "n_ref": 12458 + }, + "6": { + "Dice": 0.8974113734680833, + "FN": 37620, + "FP": 316772, + "IoU": 0.813913142103417, + "TN": 95216581, + "TP": 1550052, + "n_pred": 1866824, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.39536453121727594, + "FN": 241815, + "FP": 18015, + "IoU": 0.24638900168223216, + "TN": 96776245, + "TP": 84950, + "n_pred": 102965, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9174811587376355, + "FN": 6613, + "FP": 10205, + "IoU": 0.8475429006554078, + "TN": 97010712, + "TP": 93495, + "n_pred": 103700, + "n_ref": 100108 + }, + "9": { + "Dice": 0.8205608241516538, + "FN": 15236, + "FP": 19844, + "IoU": 0.6957211876241446, + "TN": 97005736, + "TP": 80209, + "n_pred": 100053, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.18884560552816293, + "FN": 176339, + "FP": 2321, + "IoU": 0.10426808785853592, + "TN": 78856948, + "TP": 20797, + "n_pred": 23118, + "n_ref": 197136 + }, + "10": { + "Dice": 0.28217299125344414, + "FN": 76575, + "FP": 7054, + "IoU": 0.16426158735234744, + "TN": 78956339, + "TP": 16437, + "n_pred": 23491, + "n_ref": 93012 + }, + "11": { + "Dice": 0.24589235127478754, + "FN": 2575, + "FP": 87, + "IoU": 0.14018087855297157, + "TN": 79053309, + "TP": 434, + "n_pred": 521, + "n_ref": 3009 + }, + "12": { + "Dice": 0.3993499898435913, + "FN": 2021, + "FP": 936, + "IoU": 0.24949238578680202, + "TN": 79052465, + "TP": 983, + "n_pred": 1919, + "n_ref": 3004 + }, + "13": { + "Dice": 0.25739316729790734, + "FN": 55383, + "FP": 2850, + "IoU": 0.14770581778265643, + "TN": 78988080, + "TP": 10092, + "n_pred": 12942, + "n_ref": 65475 + }, + "14": { + "Dice": 0.4686571970374611, + "FN": 11681, + "FP": 47721, + "IoU": 0.3060432948983049, + "TN": 78970806, + "TP": 26197, + "n_pred": 73918, + "n_ref": 37878 + }, + "15": { + "Dice": 0.33332931475141053, + "FN": 10883, + "FP": 99715, + "IoU": 0.19999710662799192, + "TN": 78918158, + "TP": 27649, + "n_pred": 127364, + "n_ref": 38532 + }, + "2": { + "Dice": 0.020487142493422726, + "FN": 111540, + "FP": 3876, + "IoU": 0.01034958798864718, + "TN": 78939782, + "TP": 1207, + "n_pred": 5083, + "n_ref": 112747 + }, + "3": { + "Dice": 0.7335924477094345, + "FN": 33803, + "FP": 29805, + "IoU": 0.579270430267553, + "TN": 78905220, + "TP": 87577, + "n_pred": 117382, + "n_ref": 121380 + }, + "4": { + "Dice": 0.5209495101733232, + "FN": 1569, + "FP": 11145, + "IoU": 0.35221888215213737, + "TN": 79036778, + "TP": 6913, + "n_pred": 18058, + "n_ref": 8482 + }, + "5": { + "Dice": 0.685025817555938, + "FN": 2371, + "FP": 8, + "IoU": 0.5209424083769634, + "TN": 79051439, + "TP": 2587, + "n_pred": 2595, + "n_ref": 4958 + }, + "6": { + "Dice": 0.7028050732735269, + "FN": 24637, + "FP": 1069764, + "IoU": 0.5417883301834101, + "TN": 76667987, + "TP": 1294017, + "n_pred": 2363781, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.4766009056900965, + "FN": 322675, + "FP": 9618, + "IoU": 0.31285360971413445, + "TN": 78572821, + "TP": 151291, + "n_pred": 160909, + "n_ref": 473966 + }, + "8": { + "Dice": 0.6959214789403468, + "FN": 2315, + "FP": 23213, + "IoU": 0.5336499817318232, + "TN": 79001665, + "TP": 29212, + "n_pred": 52425, + "n_ref": 31527 + }, + "9": { + "Dice": 0.8332262807062618, + "FN": 12916, + "FP": 10452, + "IoU": 0.7141284268989394, + "TN": 78974662, + "TP": 58375, + "n_pred": 68827, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.665898889521416, + "FN": 106505, + "FP": 20850, + "IoU": 0.499136747800575, + "TN": 122457669, + "TP": 126916, + "n_pred": 147766, + "n_ref": 233421 + }, + "10": { + "Dice": 0.5583501217157727, + "FN": 57183, + "FP": 26999, + "IoU": 0.3872993922631828, + "TN": 122574545, + "TP": 53213, + "n_pred": 80212, + "n_ref": 110396 + }, + "11": { + "Dice": 0.1950171821305842, + "FN": 3728, + "FP": 20, + "IoU": 0.10804378867206092, + "TN": 122707738, + "TP": 454, + "n_pred": 474, + "n_ref": 4182 + }, + "12": { + "Dice": 0.3336724313326551, + "FN": 4650, + "FP": 1900, + "IoU": 0.20024420024420025, + "TN": 122703750, + "TP": 1640, + "n_pred": 3540, + "n_ref": 6290 + }, + "13": { + "Dice": 0.060207453944569875, + "FN": 51960, + "FP": 5482, + "IoU": 0.0310380891332951, + "TN": 122652658, + "TP": 1840, + "n_pred": 7322, + "n_ref": 53800 + }, + "14": { + "Dice": 0.568809054290227, + "FN": 16402, + "FP": 122009, + "IoU": 0.3974375718315745, + "TN": 122482236, + "TP": 91293, + "n_pred": 213302, + "n_ref": 107695 + }, + "15": { + "Dice": 0.3827903613515996, + "FN": 11915, + "FP": 114413, + "IoU": 0.2366980459450641, + "TN": 122546438, + "TP": 39174, + "n_pred": 153587, + "n_ref": 51089 + }, + "2": { + "Dice": 0.0, + "FN": 136941, + "FP": 0, + "IoU": 0.0, + "TN": 122574999, + "TP": 0, + "n_pred": 0, + "n_ref": 136941 + }, + "3": { + "Dice": 0.6231415896455796, + "FN": 2745, + "FP": 170383, + "IoU": 0.45258218634490915, + "TN": 122395677, + "TP": 143135, + "n_pred": 313518, + "n_ref": 145880 + }, + "4": { + "Dice": 0.6198667054114604, + "FN": 32411, + "FP": 8142, + "IoU": 0.4491353899235231, + "TN": 122638323, + "TP": 33064, + "n_pred": 41206, + "n_ref": 65475 + }, + "5": { + "Dice": 0.31838329917544445, + "FN": 13869, + "FP": 432, + "IoU": 0.18933167054021882, + "TN": 122694299, + "TP": 3340, + "n_pred": 3772, + "n_ref": 17209 + }, + "6": { + "Dice": 0.8574047373573612, + "FN": 62106, + "FP": 486289, + "IoU": 0.7504010959876747, + "TN": 120514835, + "TP": 1648710, + "n_pred": 2134999, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.5666268745420917, + "FN": 289737, + "FP": 133194, + "IoU": 0.3953101006837113, + "TN": 122012522, + "TP": 276487, + "n_pred": 409681, + "n_ref": 566224 + }, + "8": { + "Dice": 0.8928245363766049, + "FN": 11276, + "FP": 18776, + "IoU": 0.8063984126370582, + "TN": 122556714, + "TP": 125174, + "n_pred": 143950, + "n_ref": 136450 + }, + "9": { + "Dice": 0.6429080980025583, + "FN": 22475, + "FP": 35591, + "IoU": 0.4737395433988599, + "TN": 122601603, + "TP": 52271, + "n_pred": 87862, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/loop_000/summary_cross_val.json b/nnActive_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/loop_000/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..376b0f62c6de419f40893d24397e9e93e957f879 --- /dev/null +++ b/nnActive_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/loop_000/summary_cross_val.json @@ -0,0 +1,6924 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.4208290275771271, + "FN": 1376.175, + "FP": 825.975, + "IoU": 0.3575155260031366, + "TN": 169551.95, + "TP": 3477.9, + "n_pred": 4303.875, + "n_ref": 4854.075 + }, + "mean": { + "1": { + "Dice": 0.4660497991856369, + "FN": 2694.25, + "FP": 1979.875, + "IoU": 0.400880811919431, + "TN": 168263.5, + "TP": 2294.375, + "n_pred": 4274.25, + "n_ref": 4988.625 + }, + "10": { + "Dice": 0.39731403751086924, + "FN": 1530.75, + "FP": 255.375, + "IoU": 0.32916419995016644, + "TN": 171251.125, + "TP": 2194.75, + "n_pred": 2450.125, + "n_ref": 3725.5 + }, + "11": { + "Dice": 0.0, + "FN": 0.0, + "FP": 188.25, + "IoU": 0.0, + "TN": 175043.75, + "TP": 0.0, + "n_pred": 188.25, + "n_ref": 0.0 + }, + "12": { + "Dice": 0.37077294685990336, + "FN": 538.125, + "FP": 14.125, + "IoU": 0.2946257197696737, + "TN": 174564.625, + "TP": 115.125, + "n_pred": 129.25, + "n_ref": 653.25 + }, + "13": { + "Dice": 0.16127114769090078, + "FN": 1788.0, + "FP": 120.25, + "IoU": 0.0961402169765033, + "TN": 172882.875, + "TP": 440.875, + "n_pred": 561.125, + "n_ref": 2228.875 + }, + "14": { + "Dice": 0.4583902239213545, + "FN": 900.375, + "FP": 78.875, + "IoU": 0.4231738829016197, + "TN": 169216.875, + "TP": 5035.875, + "n_pred": 5114.75, + "n_ref": 5936.25 + }, + "15": { + "Dice": 0.7465912502172436, + "FN": 1749.375, + "FP": 255.5, + "IoU": 0.5956486663641406, + "TN": 170273.75, + "TP": 2953.375, + "n_pred": 3208.875, + "n_ref": 4702.75 + }, + "2": { + "Dice": 0.0, + "FN": 0.0, + "FP": 2189.875, + "IoU": 0.0, + "TN": 173042.125, + "TP": 0.0, + "n_pred": 2189.875, + "n_ref": 0.0 + }, + "3": { + "Dice": 0.32422682587232604, + "FN": 2279.5, + "FP": 198.75, + "IoU": 0.3156046573710906, + "TN": 166990.375, + "TP": 5763.375, + "n_pred": 5962.125, + "n_ref": 8042.875 + }, + "4": { + "Dice": 0.8632638957448909, + "FN": 118.875, + "FP": 227.375, + "IoU": 0.7594233107521279, + "TN": 173792.75, + "TP": 1093.0, + "n_pred": 1320.375, + "n_ref": 1211.875 + }, + "5": { + "Dice": 0.7410701680079063, + "FN": 416.125, + "FP": 42.375, + "IoU": 0.5886508915554559, + "TN": 174117.375, + "TP": 656.125, + "n_pred": 698.5, + "n_ref": 1072.25 + }, + "6": { + "Dice": 0.27465291441287526, + "FN": 673.0, + "FP": 4387.0, + "IoU": 0.26480219967520224, + "TN": 148128.875, + "TP": 22043.125, + "n_pred": 26430.125, + "n_ref": 22716.125 + }, + "7": { + "Dice": 0.4452363887843445, + "FN": 464.375, + "FP": 159.125, + "IoU": 0.3838413260499688, + "TN": 172710.0, + "TP": 1898.5, + "n_pred": 2057.625, + "n_ref": 2362.875 + }, + "8": { + "Dice": 0.5760181131019839, + "FN": 5834.375, + "FP": 1811.0, + "IoU": 0.49950200287752744, + "TN": 161891.875, + "TP": 5694.75, + "n_pred": 7505.75, + "n_ref": 11529.125 + }, + "9": { + "Dice": 0.4875777023466716, + "FN": 1655.5, + "FP": 481.875, + "IoU": 0.41127500388414034, + "TN": 171109.375, + "TP": 1985.25, + "n_pred": 2467.125, + "n_ref": 3640.75 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9887933831908294, + "FN": 2218, + "FP": 752, + "IoU": 0.9778351592584853, + "TN": 41236, + "TP": 131026, + "n_pred": 131778, + "n_ref": 133244 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 520, + "IoU": 0.0, + "TN": 174712, + "TP": 0, + "n_pred": 520, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8632638957448909, + "FN": 951, + "FP": 1819, + "IoU": 0.7594233107521279, + "TN": 163718, + "TP": 8744, + "n_pred": 10563, + "n_ref": 9695 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9337770176992974, + "FN": 2966, + "FP": 3462, + "IoU": 0.8757802384679305, + "TN": 123485, + "TP": 45319, + "n_pred": 48781, + "n_ref": 48285 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 370, + "IoU": 0.0, + "TN": 174862, + "TP": 0, + "n_pred": 370, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8004053662773863, + "FN": 4055, + "FP": 81, + "IoU": 0.6672298656368171, + "TN": 162803, + "TP": 8293, + "n_pred": 8374, + "n_ref": 12348 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.32254229538180157, + "FN": 14304, + "FP": 512, + "IoU": 0.1922804339530066, + "TN": 156889, + "TP": 3527, + "n_pred": 4039, + "n_ref": 17831 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 808, + "IoU": 0.0, + "TN": 174424, + "TP": 0, + "n_pred": 808, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.2594970986460348, + "FN": 601, + "FP": 8970, + "IoU": 0.14909317211948792, + "TN": 163984, + "TP": 1677, + "n_pred": 10647, + "n_ref": 2278 + }, + "9": { + "Dice": 0.5308023382796943, + "FN": 12259, + "FP": 2349, + "IoU": 0.3612872196231035, + "TN": 152361, + "TP": 8263, + "n_pred": 10612, + "n_ref": 20522 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.43909061867745713, + "FN": 20998, + "FP": 72, + "IoU": 0.2813043626564792, + "TN": 145915, + "TP": 8247, + "n_pred": 8319, + "n_ref": 29245 + }, + "10": { + "Dice": 0.002205071664829107, + "FN": 4522, + "FP": 3, + "IoU": 0.0011037527593818985, + "TN": 170702, + "TP": 5, + "n_pred": 8, + "n_ref": 4527 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1506, + "IoU": 0.0, + "TN": 173726, + "TP": 0, + "n_pred": 1506, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 3776, + "FP": 0, + "IoU": 0.0, + "TN": 171456, + "TP": 0, + "n_pred": 0, + "n_ref": 3776 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 450, + "IoU": 0.0, + "TN": 174782, + "TP": 0, + "n_pred": 450, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 17350, + "IoU": 0.0, + "TN": 157882, + "TP": 0, + "n_pred": 17350, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 16842, + "FP": 0, + "IoU": 0.0, + "TN": 158390, + "TP": 0, + "n_pred": 0, + "n_ref": 16842 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 21114, + "IoU": 0.0, + "TN": 154118, + "TP": 0, + "n_pred": 21114, + "n_ref": 0 + }, + "7": { + "Dice": 0.0690846286701209, + "FN": 539, + "FP": 0, + "IoU": 0.03577817531305903, + "TN": 174673, + "TP": 20, + "n_pred": 20, + "n_ref": 559 + }, + "8": { + "Dice": 0.9166971805199561, + "FN": 818, + "FP": 92, + "IoU": 0.8462058475578841, + "TN": 169315, + "TP": 5007, + "n_pred": 5099, + "n_ref": 5825 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 15460, + "IoU": 0.0, + "TN": 159772, + "TP": 0, + "n_pred": 15460, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 605, + "IoU": 0.0, + "TN": 174627, + "TP": 0, + "n_pred": 605, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 394, + "IoU": 0.0, + "TN": 174838, + "TP": 0, + "n_pred": 394, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 8183, + "IoU": 0.0, + "TN": 167049, + "TP": 0, + "n_pred": 8183, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.17760954507396037, + "FN": 44254, + "FP": 2892, + "IoU": 0.09745965503378831, + "TN": 122995, + "TP": 5091, + "n_pred": 7983, + "n_ref": 49345 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1378, + "IoU": 0.0, + "TN": 173854, + "TP": 0, + "n_pred": 1378, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.916780447842709, + "FN": 7203, + "FP": 111, + "IoU": 0.8463477658032394, + "TN": 127631, + "TP": 40287, + "n_pred": 40398, + "n_ref": 47490 + }, + "15": { + "Dice": 0.7465912502172436, + "FN": 13995, + "FP": 2044, + "IoU": 0.5956486663641406, + "TN": 135566, + "TP": 23627, + "n_pred": 25671, + "n_ref": 37622 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 169, + "IoU": 0.0, + "TN": 175063, + "TP": 0, + "n_pred": 169, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7410701680079063, + "FN": 3329, + "FP": 339, + "IoU": 0.5886508915554559, + "TN": 166315, + "TP": 5249, + "n_pred": 5588, + "n_ref": 8578 + }, + "6": { + "Dice": 0.0, + "FN": 200, + "FP": 726, + "IoU": 0.0, + "TN": 174306, + "TP": 0, + "n_pred": 726, + "n_ref": 200 + }, + "7": { + "Dice": 0.8910418138392707, + "FN": 2659, + "FP": 580, + "IoU": 0.8034945094946309, + "TN": 158749, + "TP": 13244, + "n_pred": 13824, + "n_ref": 15903 + }, + "8": { + "Dice": 0.9502686281679841, + "FN": 1002, + "FP": 2534, + "IoU": 0.9052493367989496, + "TN": 137913, + "TP": 33783, + "n_pred": 36317, + "n_ref": 34785 + }, + "9": { + "Dice": 0.9319307687603204, + "FN": 985, + "FP": 128, + "IoU": 0.8725377920293175, + "TN": 166500, + "TP": 7619, + "n_pred": 7747, + "n_ref": 8604 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9590587788794535, + "FN": 556, + "FP": 307, + "IoU": 0.9213380731018139, + "TN": 164261, + "TP": 10108, + "n_pred": 10415, + "n_ref": 10664 + }, + "10": { + "Dice": 0.7866457121012616, + "FN": 3669, + "FP": 1354, + "IoU": 0.6483231814044669, + "TN": 160949, + "TP": 9260, + "n_pred": 10614, + "n_ref": 12929 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7415458937198067, + "FN": 529, + "FP": 113, + "IoU": 0.5892514395393474, + "TN": 173669, + "TP": 921, + "n_pred": 1034, + "n_ref": 1450 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9726804776169782, + "FN": 1394, + "FP": 1196, + "IoU": 0.9468139721132719, + "TN": 126535, + "TP": 46107, + "n_pred": 47303, + "n_ref": 47501 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 51, + "IoU": 0.0, + "TN": 175181, + "TP": 0, + "n_pred": 51, + "n_ref": 0 + }, + "7": { + "Dice": 0.8208191126279863, + "FN": 517, + "FP": 323, + "IoU": 0.6960926193921853, + "TN": 172468, + "TP": 1924, + "n_pred": 2247, + "n_ref": 2441 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0401.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.4579447262231701, + "FN": 852.4166666666666, + "FP": 650.475, + "IoU": 0.3876996676852002, + "TN": 170285.68333333332, + "TP": 3443.425, + "n_pred": 4093.9, + "n_ref": 4295.841666666666 + }, + "mean": { + "1": { + "Dice": 0.0, + "FN": 0.0, + "FP": 3.125, + "IoU": 0.0, + "TN": 175228.875, + "TP": 0.0, + "n_pred": 3.125, + "n_ref": 0.0 + }, + "10": { + "Dice": 0.5184521381115308, + "FN": 762.75, + "FP": 1181.625, + "IoU": 0.42474656057467336, + "TN": 169961.0, + "TP": 3326.625, + "n_pred": 4508.25, + "n_ref": 4089.375 + }, + "11": { + "Dice": 0.29133068413523683, + "FN": 178.125, + "FP": 33.5, + "IoU": 0.22030807380006215, + "TN": 174856.625, + "TP": 163.75, + "n_pred": 197.25, + "n_ref": 341.875 + }, + "12": { + "Dice": 0.5226714317623409, + "FN": 262.0, + "FP": 5.125, + "IoU": 0.3537949803447233, + "TN": 174818.625, + "TP": 146.25, + "n_pred": 151.375, + "n_ref": 408.25 + }, + "13": { + "Dice": 0.1727254691082442, + "FN": 3281.375, + "FP": 527.5, + "IoU": 0.10136790835218454, + "TN": 171049.875, + "TP": 373.25, + "n_pred": 900.75, + "n_ref": 3654.625 + }, + "14": { + "Dice": 0.6193510434580551, + "FN": 3955.75, + "FP": 1927.375, + "IoU": 0.463388940944529, + "TN": 165593.75, + "TP": 3755.125, + "n_pred": 5682.5, + "n_ref": 7710.875 + }, + "15": { + "Dice": 0.19171205810103598, + "FN": 249.75, + "FP": 2158.75, + "IoU": 0.13454763510981185, + "TN": 171477.25, + "TP": 1346.25, + "n_pred": 3505.0, + "n_ref": 1596.0 + }, + "2": { + "Dice": 0.6119924549555494, + "FN": 1633.625, + "FP": 1014.0, + "IoU": 0.5656065066369642, + "TN": 160107.625, + "TP": 12476.75, + "n_pred": 13490.75, + "n_ref": 14110.375 + }, + "3": { + "Dice": 0.470220048390792, + "FN": 887.875, + "FP": 1176.5, + "IoU": 0.44383706455266225, + "TN": 165183.0, + "TP": 7984.625, + "n_pred": 9161.125, + "n_ref": 8872.5 + }, + "4": { + "Dice": 0.39581831290555153, + "FN": 113.375, + "FP": 67.625, + "IoU": 0.3275656324582339, + "TN": 174776.5, + "TP": 274.5, + "n_pred": 342.125, + "n_ref": 387.875 + }, + "5": { + "Dice": 0.836272040302267, + "FN": 5.125, + "FP": 3.0, + "IoU": 0.7186147186147186, + "TN": 175203.125, + "TP": 20.75, + "n_pred": 23.75, + "n_ref": 25.875 + }, + "6": { + "Dice": 0.7143060553070706, + "FN": 623.125, + "FP": 795.625, + "IoU": 0.6822482776299039, + "TN": 157588.625, + "TP": 16224.625, + "n_pred": 17020.25, + "n_ref": 16847.75 + }, + "7": { + "Dice": 0.0, + "FN": 0.0, + "FP": 506.25, + "IoU": 0.0, + "TN": 174725.75, + "TP": 0.0, + "n_pred": 506.25, + "n_ref": 0.0 + }, + "8": { + "Dice": 0.9481659877829703, + "FN": 94.125, + "FP": 138.375, + "IoU": 0.9014408307079729, + "TN": 172882.5, + "TP": 2117.0, + "n_pred": 2255.375, + "n_ref": 2211.125 + }, + "9": { + "Dice": 0.5761531690269069, + "FN": 739.25, + "FP": 218.75, + "IoU": 0.47802788555156317, + "TN": 170832.125, + "TP": 3441.875, + "n_pred": 3660.625, + "n_ref": 4181.125 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7426361202023207, + "FN": 619, + "FP": 246, + "IoU": 0.5906294368196876, + "TN": 173119, + "TP": 1248, + "n_pred": 1494, + "n_ref": 1867 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3740952380952381, + "FN": 6515, + "FP": 57, + "IoU": 0.23008434864104968, + "TN": 166696, + "TP": 1964, + "n_pred": 2021, + "n_ref": 8479 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9183933694612687, + "FN": 7677, + "FP": 4099, + "IoU": 0.8491010904804008, + "TN": 97193, + "TP": 66263, + "n_pred": 70362, + "n_ref": 73940 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 4950, + "IoU": 0.0, + "TN": 170282, + "TP": 0, + "n_pred": 4950, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9624930747922438, + "FN": 904, + "FP": 450, + "IoU": 0.9276979761841192, + "TN": 156505, + "TP": 17373, + "n_pred": 17823, + "n_ref": 18277 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2520, + "IoU": 0.0, + "TN": 172712, + "TP": 0, + "n_pred": 2520, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6677198525539758, + "FN": 138, + "FP": 493, + "IoU": 0.5011857707509881, + "TN": 173967, + "TP": 634, + "n_pred": 1127, + "n_ref": 772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 175224, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 292, + "IoU": 0.0, + "TN": 174940, + "TP": 0, + "n_pred": 292, + "n_ref": 0 + }, + "5": { + "Dice": 0.836272040302267, + "FN": 41, + "FP": 24, + "IoU": 0.7186147186147186, + "TN": 175001, + "TP": 166, + "n_pred": 190, + "n_ref": 207 + }, + "6": { + "Dice": 0.9668723750749979, + "FN": 3378, + "FP": 2806, + "IoU": 0.9358692495955532, + "TN": 78804, + "TP": 90244, + "n_pred": 93050, + "n_ref": 93622 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 471, + "IoU": 0.0, + "TN": 174761, + "TP": 0, + "n_pred": 471, + "n_ref": 0 + }, + "8": { + "Dice": 0.9484422387648194, + "FN": 174, + "FP": 13, + "IoU": 0.9019402202412166, + "TN": 173325, + "TP": 1720, + "n_pred": 1733, + "n_ref": 1894 + }, + "9": { + "Dice": 0.9207129440914359, + "FN": 3474, + "FP": 494, + "IoU": 0.8530751286703447, + "TN": 148225, + "TP": 23039, + "n_pred": 23533, + "n_ref": 26513 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8061699515945989, + "FN": 1499, + "FP": 6870, + "IoU": 0.6752803321305242, + "TN": 149459, + "TP": 17404, + "n_pred": 24274, + "n_ref": 18903 + }, + "11": { + "Dice": 0.13135593220338984, + "FN": 798, + "FP": 22, + "IoU": 0.07029478458049887, + "TN": 174350, + "TP": 62, + "n_pred": 84, + "n_ref": 860 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.08603740756850804, + "FN": 19702, + "FP": 1310, + "IoU": 0.044952502158992776, + "TN": 153231, + "TP": 989, + "n_pred": 2299, + "n_ref": 20691 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9175839954053795, + "FN": 5392, + "FP": 635, + "IoU": 0.8477184294304917, + "TN": 135654, + "TP": 33551, + "n_pred": 34186, + "n_ref": 38943 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2995, + "IoU": 0.0, + "TN": 172237, + "TP": 0, + "n_pred": 2995, + "n_ref": 0 + }, + "4": { + "Dice": 0.7916366258111031, + "FN": 907, + "FP": 249, + "IoU": 0.6551312649164678, + "TN": 171880, + "TP": 2196, + "n_pred": 2445, + "n_ref": 3103 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9278587713610408, + "FN": 703, + "FP": 2746, + "IoU": 0.8654258847399431, + "TN": 149603, + "TP": 22180, + "n_pred": 24926, + "n_ref": 22883 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1002, + "IoU": 0.0, + "TN": 174230, + "TP": 0, + "n_pred": 1002, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7161798794622161, + "FN": 2302, + "FP": 759, + "IoU": 0.5578506427849198, + "TN": 168309, + "TP": 3862, + "n_pred": 4621, + "n_ref": 6164 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7581728905543352, + "FN": 7025, + "FP": 461, + "IoU": 0.6105301493158525, + "TN": 156011, + "TP": 11735, + "n_pred": 12196, + "n_ref": 18760 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 3158, + "IoU": 0.0, + "TN": 172074, + "TP": 0, + "n_pred": 3158, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 175217, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7491864627399935, + "FN": 4603, + "FP": 1563, + "IoU": 0.598959349593496, + "TN": 159857, + "TP": 9209, + "n_pred": 10772, + "n_ref": 13812 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5226714317623409, + "FN": 2096, + "FP": 41, + "IoU": 0.3537949803447233, + "TN": 171925, + "TP": 1170, + "n_pred": 1211, + "n_ref": 3266 + }, + "13": { + "Dice": 0.23076923076923078, + "FN": 34, + "FP": 186, + "IoU": 0.13043478260869565, + "TN": 174979, + "TP": 33, + "n_pred": 219, + "n_ref": 67 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9480737885177615, + "FN": 1280, + "FP": 727, + "IoU": 0.9012740420089528, + "TN": 154903, + "TP": 18322, + "n_pred": 19049, + "n_ref": 19602 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9478897368011213, + "FN": 579, + "FP": 1094, + "IoU": 0.9009414411747291, + "TN": 158343, + "TP": 15216, + "n_pred": 16310, + "n_ref": 15795 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 175228, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 25, + "IoU": 0.0, + "TN": 175207, + "TP": 0, + "n_pred": 25, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1020, + "IoU": 0.0, + "TN": 174212, + "TP": 0, + "n_pred": 1020, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2667, + "IoU": 0.0, + "TN": 172565, + "TP": 0, + "n_pred": 2667, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 198, + "IoU": 0.0, + "TN": 175034, + "TP": 0, + "n_pred": 198, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3378, + "IoU": 0.0, + "TN": 171854, + "TP": 0, + "n_pred": 3378, + "n_ref": 0 + }, + "3": { + "Dice": 0.9328064050454066, + "FN": 5823, + "FP": 740, + "IoU": 0.8740742162016961, + "TN": 123114, + "TP": 45555, + "n_pred": 46295, + "n_ref": 51378 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 363, + "IoU": 0.0, + "TN": 174869, + "TP": 0, + "n_pred": 363, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.480529196361775, + "FN": 24621, + "FP": 14958, + "IoU": 0.3162477325732055, + "TN": 117347, + "TP": 18306, + "n_pred": 33264, + "n_ref": 42927 + }, + "15": { + "Dice": 0.5751361743031079, + "FN": 1998, + "FP": 13914, + "IoU": 0.4036429053294356, + "TN": 148550, + "TP": 10770, + "n_pred": 24684, + "n_ref": 12768 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 42, + "IoU": 0.0, + "TN": 175190, + "TP": 0, + "n_pred": 42, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0317.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": NaN, + "FN": 1384.1916666666666, + "FP": 908.1333333333333, + "IoU": NaN, + "TN": 170622.95833333334, + "TP": 2316.7166666666667, + "n_pred": 3224.85, + "n_ref": 3700.9083333333333 + }, + "mean": { + "1": { + "Dice": 0.1755598871088912, + "FN": 7980.375, + "FP": 11.0, + "IoU": 0.10647218904308636, + "TN": 165079.0, + "TP": 2161.625, + "n_pred": 2172.625, + "n_ref": 10142.0 + }, + "10": { + "Dice": 0.1988702313704248, + "FN": 1101.5, + "FP": 311.125, + "IoU": 0.16510343055377105, + "TN": 171249.375, + "TP": 2570.0, + "n_pred": 2881.125, + "n_ref": 3671.5 + }, + "11": { + "Dice": 0.0, + "FN": 0.0, + "FP": 148.0, + "IoU": 0.0, + "TN": 175084.0, + "TP": 0.0, + "n_pred": 148.0, + "n_ref": 0.0 + }, + "12": { + "Dice": 0.0, + "FN": 338.125, + "FP": 0.0, + "IoU": 0.0, + "TN": 174893.875, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 338.125 + }, + "13": { + "Dice": 0.24417555348867487, + "FN": 695.5, + "FP": 653.5, + "IoU": 0.2057488819337531, + "TN": 173103.5, + "TP": 779.5, + "n_pred": 1433.0, + "n_ref": 1475.0 + }, + "14": { + "Dice": 0.4355102923904309, + "FN": 506.875, + "FP": 705.625, + "IoU": 0.3857557423275933, + "TN": 170496.875, + "TP": 3522.625, + "n_pred": 4228.25, + "n_ref": 4029.5 + }, + "15": { + "Dice": 0.004590803932909196, + "FN": 2057.625, + "FP": 1383.125, + "IoU": 0.002305988306641973, + "TN": 171775.375, + "TP": 15.875, + "n_pred": 1399.0, + "n_ref": 2073.5 + }, + "2": { + "Dice": 0.12807745093347317, + "FN": 4906.5, + "FP": 25.125, + "IoU": 0.07898721024499636, + "TN": 170197.5, + "TP": 102.875, + "n_pred": 128.0, + "n_ref": 5009.375 + }, + "3": { + "Dice": 0.21582512315270938, + "FN": 26.375, + "FP": 5445.875, + "IoU": 0.15957204643751424, + "TN": 169234.0, + "TP": 525.75, + "n_pred": 5971.625, + "n_ref": 552.125 + }, + "4": { + "Dice": 0.26030668010824004, + "FN": 426.375, + "FP": 543.125, + "IoU": 0.21352715877437325, + "TN": 173342.625, + "TP": 919.875, + "n_pred": 1463.0, + "n_ref": 1346.25 + }, + "5": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 175232.0, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "6": { + "Dice": 0.6014172464111109, + "FN": 1257.25, + "FP": 2232.0, + "IoU": 0.5141185029114138, + "TN": 150117.125, + "TP": 21625.625, + "n_pred": 23857.625, + "n_ref": 22882.875 + }, + "7": { + "Dice": 0.019735582669247364, + "FN": 660.625, + "FP": 380.0, + "IoU": 0.010220785471387408, + "TN": 174164.25, + "TP": 27.125, + "n_pred": 407.125, + "n_ref": 687.75 + }, + "8": { + "Dice": 0.5616078649329557, + "FN": 15.125, + "FP": 495.875, + "IoU": 0.41919235037991975, + "TN": 173912.5, + "TP": 808.5, + "n_pred": 1304.375, + "n_ref": 823.625 + }, + "9": { + "Dice": 0.3716313080365271, + "FN": 790.625, + "FP": 1287.625, + "IoU": 0.29846977722340123, + "TN": 171462.375, + "TP": 1691.375, + "n_pred": 2979.0, + "n_ref": 2482.0 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.3511197742177824, + "FN": 63828, + "FP": 88, + "IoU": 0.21294437808617273, + "TN": 94023, + "TP": 17293, + "n_pred": 17381, + "n_ref": 81121 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 116, + "IoU": 0.0, + "TN": 175116, + "TP": 0, + "n_pred": 116, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.6474753694581281, + "FN": 211, + "FP": 4369, + "IoU": 0.4787161393125427, + "TN": 166446, + "TP": 4206, + "n_pred": 8575, + "n_ref": 4417 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 11158, + "IoU": 0.0, + "TN": 164074, + "TP": 0, + "n_pred": 11158, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 15, + "FP": 0, + "IoU": 0.0, + "TN": 175217, + "TP": 0, + "n_pred": 0, + "n_ref": 15 + }, + "10": { + "Dice": 0.0, + "FN": 150, + "FP": 308, + "IoU": 0.0, + "TN": 174774, + "TP": 0, + "n_pred": 308, + "n_ref": 150 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1184, + "IoU": 0.0, + "TN": 174048, + "TP": 0, + "n_pred": 1184, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2705, + "FP": 0, + "IoU": 0.0, + "TN": 172527, + "TP": 0, + "n_pred": 0, + "n_ref": 2705 + }, + "13": { + "Dice": 0.10996667676461679, + "FN": 5184, + "FP": 692, + "IoU": 0.058182401025805415, + "TN": 168993, + "TP": 363, + "n_pred": 1055, + "n_ref": 5547 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.003184971254284866, + "FN": 36781, + "FP": 150, + "IoU": 0.0015950256826169234, + "TN": 138242, + "TP": 59, + "n_pred": 209, + "n_ref": 36840 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 37432, + "IoU": 0.0, + "TN": 137800, + "TP": 0, + "n_pred": 37432, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3538, + "IoU": 0.0, + "TN": 171694, + "TP": 0, + "n_pred": 3538, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.4320939334637965, + "FN": 92, + "FP": 4261, + "IoU": 0.27558662006989515, + "TN": 169223, + "TP": 1656, + "n_pred": 5917, + "n_ref": 1748 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 441, + "IoU": 0.0, + "TN": 174791, + "TP": 0, + "n_pred": 441, + "n_ref": 0 + }, + "8": { + "Dice": 0.35687732342007433, + "FN": 20, + "FP": 153, + "IoU": 0.2171945701357466, + "TN": 175011, + "TP": 48, + "n_pred": 201, + "n_ref": 68 + }, + "9": { + "Dice": 0.8171310017783047, + "FN": 1237, + "FP": 1231, + "IoU": 0.6908043096968178, + "TN": 167250, + "TP": 5514, + "n_pred": 6745, + "n_ref": 6751 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 234, + "IoU": 0.0, + "TN": 174998, + "TP": 0, + "n_pred": 234, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8667355371900827, + "FN": 380, + "FP": 1426, + "IoU": 0.764813126709207, + "TN": 167553, + "TP": 5873, + "n_pred": 7299, + "n_ref": 6253 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 1354, + "IoU": 0.0, + "TN": 173878, + "TP": 0, + "n_pred": 1354, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.38104738154613466, + "FN": 2471, + "FP": 11, + "IoU": 0.23536660505237214, + "TN": 171986, + "TP": 764, + "n_pred": 775, + "n_ref": 3235 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1766, + "IoU": 0.0, + "TN": 173466, + "TP": 0, + "n_pred": 1766, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 175228, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "8": { + "Dice": 0.7663384064458371, + "FN": 101, + "FP": 3814, + "IoU": 0.6211901306240929, + "TN": 164897, + "TP": 6420, + "n_pred": 10234, + "n_ref": 6521 + }, + "9": { + "Dice": 0.6693942303678037, + "FN": 5088, + "FP": 2831, + "IoU": 0.5030747991967871, + "TN": 159296, + "TP": 8017, + "n_pred": 10848, + "n_ref": 13105 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 175195, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 896, + "IoU": 0.0, + "TN": 174336, + "TP": 0, + "n_pred": 896, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8108108108108109, + "FN": 4, + "FP": 10, + "IoU": 0.6818181818181818, + "TN": 175188, + "TP": 30, + "n_pred": 40, + "n_ref": 34 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 678, + "IoU": 0.0, + "TN": 174554, + "TP": 0, + "n_pred": 678, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7809200403247201, + "FN": 3411, + "FP": 718, + "IoU": 0.6405814763231198, + "TN": 163744, + "TP": 7359, + "n_pred": 8077, + "n_ref": 10770 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9922420356384499, + "FN": 505, + "FP": 1910, + "IoU": 0.9846035166460531, + "TN": 18378, + "TP": 154439, + "n_pred": 156349, + "n_ref": 154944 + }, + "7": { + "Dice": 0.005374280230326296, + "FN": 7, + "FP": 2584, + "IoU": 0.0026943802925327174, + "TN": 172634, + "TP": 7, + "n_pred": 2591, + "n_ref": 14 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8710205847808618, + "FN": 4055, + "FP": 4291, + "IoU": 0.7715114846551866, + "TN": 138705, + "TP": 28181, + "n_pred": 32472, + "n_ref": 32236 + }, + "15": { + "Dice": 0.009181607865818392, + "FN": 16461, + "FP": 10949, + "IoU": 0.004611976613283946, + "TN": 147695, + "TP": 127, + "n_pred": 11076, + "n_ref": 16588 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7954809254816992, + "FN": 8662, + "FP": 1910, + "IoU": 0.6604137222150842, + "TN": 144100, + "TP": 20560, + "n_pred": 22470, + "n_ref": 29222 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2214, + "IoU": 0.0, + "TN": 173018, + "TP": 0, + "n_pred": 2214, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 40, + "IoU": 0.0, + "TN": 175192, + "TP": 0, + "n_pred": 40, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 89, + "IoU": 0.0, + "TN": 175143, + "TP": 0, + "n_pred": 89, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7719394521424978, + "FN": 9457, + "FP": 517, + "IoU": 0.6285841960229388, + "TN": 148378, + "TP": 16880, + "n_pred": 17397, + "n_ref": 26337 + }, + "7": { + "Dice": 0.07356805044666316, + "FN": 5278, + "FP": 11, + "IoU": 0.038188761593016915, + "TN": 169733, + "TP": 210, + "n_pred": 221, + "n_ref": 5488 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 5561, + "IoU": 0.0, + "TN": 169671, + "TP": 0, + "n_pred": 5561, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0307.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.5714426602561511, + "FN": 418.11428571428564, + "FP": 491.30476190476196, + "IoU": 0.49568136660717366, + "TN": 220982.5428571429, + "TP": 3406.32380952381, + "n_pred": 3897.6285714285714, + "n_ref": 3824.4380952380957 + }, + "mean": { + "1": { + "Dice": 0.9653831545804494, + "FN": 380.42857142857144, + "FP": 223.0, + "IoU": 0.9335056741763408, + "TN": 214833.14285714287, + "TP": 9861.714285714286, + "n_pred": 10084.714285714286, + "n_ref": 10242.142857142857 + }, + "10": { + "Dice": 0.0, + "FN": 3.857142857142857, + "FP": 487.2857142857143, + "IoU": 0.0, + "TN": 224807.14285714287, + "TP": 0.0, + "n_pred": 487.2857142857143, + "n_ref": 3.857142857142857 + }, + "11": { + "Dice": 0.7780587434351294, + "FN": 79.28571428571429, + "FP": 83.71428571428571, + "IoU": 0.6367398917542184, + "TN": 224849.57142857142, + "TP": 285.7142857142857, + "n_pred": 369.42857142857144, + "n_ref": 365.0 + }, + "12": { + "Dice": 0.27636744307772837, + "FN": 210.42857142857142, + "FP": 34.57142857142857, + "IoU": 0.19095840867992767, + "TN": 224902.42857142858, + "TP": 150.85714285714286, + "n_pred": 185.42857142857142, + "n_ref": 361.2857142857143 + }, + "13": { + "Dice": 0.7096944644130627, + "FN": 587.2857142857143, + "FP": 941.2857142857143, + "IoU": 0.5508207477194795, + "TN": 221960.42857142858, + "TP": 1809.2857142857142, + "n_pred": 2750.5714285714284, + "n_ref": 2396.5714285714284 + }, + "14": { + "Dice": 0.5223837088243868, + "FN": 852.1428571428571, + "FP": 2424.714285714286, + "IoU": 0.3535313680175864, + "TN": 220229.42857142858, + "TP": 1792.0, + "n_pred": 4216.714285714285, + "n_ref": 2644.1428571428573 + }, + "15": { + "Dice": 0.7824769053117783, + "FN": 771.5714285714286, + "FP": 520.1428571428571, + "IoU": 0.642679312388856, + "TN": 221683.2857142857, + "TP": 2323.285714285714, + "n_pred": 2843.4285714285716, + "n_ref": 3094.8571428571427 + }, + "2": { + "Dice": 0.4816016688879875, + "FN": 181.57142857142858, + "FP": 90.85714285714286, + "IoU": 0.4645092778895596, + "TN": 221464.0, + "TP": 3561.8571428571427, + "n_pred": 3652.714285714286, + "n_ref": 3743.4285714285716 + }, + "3": { + "Dice": 0.6243552925161356, + "FN": 92.14285714285714, + "FP": 514.8571428571429, + "IoU": 0.589203424348906, + "TN": 219503.42857142858, + "TP": 5187.857142857143, + "n_pred": 5702.714285714285, + "n_ref": 5280.0 + }, + "4": { + "Dice": 0.2958913187541418, + "FN": 153.71428571428572, + "FP": 31.428571428571427, + "IoU": 0.21011764705882352, + "TN": 224985.57142857142, + "TP": 127.57142857142857, + "n_pred": 159.0, + "n_ref": 281.2857142857143 + }, + "5": { + "Dice": 0.8862623522573144, + "FN": 122.85714285714286, + "FP": 44.857142857142854, + "IoU": 0.7957550452331246, + "TN": 224477.14285714287, + "TP": 653.4285714285714, + "n_pred": 698.2857142857143, + "n_ref": 776.2857142857143 + }, + "6": { + "Dice": 0.376899055153434, + "FN": 232.42857142857142, + "FP": 920.2857142857143, + "IoU": 0.3565661828002854, + "TN": 216096.57142857142, + "TP": 8049.0, + "n_pred": 8969.285714285714, + "n_ref": 8281.42857142857 + }, + "7": { + "Dice": 0.5562207050142459, + "FN": 2030.142857142857, + "FP": 454.85714285714283, + "IoU": 0.5015869494660338, + "TN": 213393.85714285713, + "TP": 9419.42857142857, + "n_pred": 9874.285714285714, + "n_ref": 11449.57142857143 + }, + "8": { + "Dice": 0.951120551935416, + "FN": 280.0, + "FP": 187.28571428571428, + "IoU": 0.9069321298249479, + "TN": 219474.14285714287, + "TP": 5356.857142857143, + "n_pred": 5544.142857142857, + "n_ref": 5636.857142857143 + }, + "9": { + "Dice": 0.3649245396810557, + "FN": 293.85714285714283, + "FP": 410.42857142857144, + "IoU": 0.3023144397495157, + "TN": 222078.0, + "TP": 2516.0, + "n_pred": 2926.4285714285716, + "n_ref": 2809.8571428571427 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.9500819179161741, + "FN": 1548, + "FP": 859, + "IoU": 0.904910520286019, + "TN": 149919, + "TP": 22906, + "n_pred": 23765, + "n_ref": 24454 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 175229, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5527348861554567, + "FN": 1467, + "FP": 242, + "IoU": 0.38191681735985533, + "TN": 172467, + "TP": 1056, + "n_pred": 1298, + "n_ref": 2523 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8929498494445022, + "FN": 28, + "FP": 1003, + "IoU": 0.8066028887638341, + "TN": 169901, + "TP": 4300, + "n_pred": 5303, + "n_ref": 4328 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2650, + "IoU": 0.0, + "TN": 172582, + "TP": 0, + "n_pred": 2650, + "n_ref": 0 + }, + "7": { + "Dice": 0.8904295137413941, + "FN": 13029, + "FP": 642, + "IoU": 0.8024992776654146, + "TN": 106012, + "TP": 55549, + "n_pred": 56191, + "n_ref": 68578 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 175229, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8862623522573144, + "FN": 860, + "FP": 314, + "IoU": 0.7957550452331246, + "TN": 169484, + "TP": 4574, + "n_pred": 4888, + "n_ref": 5434 + }, + "6": { + "Dice": 0.9231940450008459, + "FN": 577, + "FP": 331, + "IoU": 0.8573448546739985, + "TN": 168867, + "TP": 5457, + "n_pred": 5788, + "n_ref": 6034 + }, + "7": { + "Dice": 0.8607594936708861, + "FN": 383, + "FP": 35, + "IoU": 0.7555555555555555, + "TN": 173522, + "TP": 1292, + "n_pred": 1327, + "n_ref": 1675 + }, + "8": { + "Dice": 0.9599557584867133, + "FN": 1837, + "FP": 987, + "IoU": 0.9229951190248957, + "TN": 138559, + "TP": 33849, + "n_pred": 34836, + "n_ref": 35686 + }, + "9": { + "Dice": 0.5561403508771929, + "FN": 68, + "FP": 438, + "IoU": 0.38517618469015796, + "TN": 174409, + "TP": 317, + "n_pred": 755, + "n_ref": 385 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 27, + "FP": 55, + "IoU": 0.0, + "TN": 175150, + "TP": 0, + "n_pred": 55, + "n_ref": 27 + }, + "11": { + "Dice": 0.7780587434351294, + "FN": 555, + "FP": 586, + "IoU": 0.6367398917542184, + "TN": 172091, + "TP": 2000, + "n_pred": 2586, + "n_ref": 2555 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7390054613394653, + "FN": 1828, + "FP": 1804, + "IoU": 0.5860496922726237, + "TN": 166458, + "TP": 5142, + "n_pred": 6946, + "n_ref": 6970 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.963203337775975, + "FN": 1271, + "FP": 634, + "IoU": 0.9290185557791192, + "TN": 148394, + "TP": 24933, + "n_pred": 25567, + "n_ref": 26204 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.5917826375082836, + "FN": 1076, + "FP": 156, + "IoU": 0.42023529411764704, + "TN": 173107, + "TP": 893, + "n_pred": 1049, + "n_ref": 1969 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9613012307663245, + "FN": 1050, + "FP": 3047, + "IoU": 0.9254860593274284, + "TN": 120249, + "TP": 50886, + "n_pred": 53933, + "n_ref": 51936 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9035578078470299, + "FN": 1989, + "FP": 1703, + "IoU": 0.8240815743079049, + "TN": 154245, + "TP": 17295, + "n_pred": 18998, + "n_ref": 19284 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.5223837088243868, + "FN": 5965, + "FP": 16973, + "IoU": 0.3535313680175864, + "TN": 139750, + "TP": 12544, + "n_pred": 29517, + "n_ref": 18509 + }, + "15": { + "Dice": 0.7824769053117783, + "FN": 5401, + "FP": 3641, + "IoU": 0.642679312388856, + "TN": 149927, + "TP": 16263, + "n_pred": 19904, + "n_ref": 21664 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 64, + "IoU": 0.0, + "TN": 175168, + "TP": 0, + "n_pred": 64, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 165, + "IoU": 0.0, + "TN": 175067, + "TP": 0, + "n_pred": 165, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9806843912447246, + "FN": 1115, + "FP": 702, + "IoU": 0.9621008280666625, + "TN": 302521, + "TP": 46126, + "n_pred": 46828, + "n_ref": 47241 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 53, + "IoU": 0.0, + "TN": 350411, + "TP": 0, + "n_pred": 53, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 350458, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9801160281039049, + "FN": 617, + "FP": 682, + "IoU": 0.9610073842828841, + "TN": 317150, + "TP": 32015, + "n_pred": 32697, + "n_ref": 32632 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 33, + "IoU": 0.0, + "TN": 350431, + "TP": 0, + "n_pred": 33, + "n_ref": 0 + }, + "7": { + "Dice": 0.9527388197935962, + "FN": 731, + "FP": 162, + "IoU": 0.9097432787548009, + "TN": 340570, + "TP": 9001, + "n_pred": 9163, + "n_ref": 9732 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3300, + "IoU": 0.0, + "TN": 347164, + "TP": 0, + "n_pred": 3300, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.68038346748666, + "FN": 2283, + "FP": 4785, + "IoU": 0.5155918031663355, + "TN": 335873, + "TP": 7523, + "n_pred": 12308, + "n_ref": 9806 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 350462, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1919, + "IoU": 0.0, + "TN": 348545, + "TP": 0, + "n_pred": 1919, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 381, + "IoU": 0.0, + "TN": 350083, + "TP": 0, + "n_pred": 381, + "n_ref": 0 + }, + "7": { + "Dice": 0.07717569786535304, + "FN": 68, + "FP": 2180, + "IoU": 0.04013663535439795, + "TN": 348122, + "TP": 94, + "n_pred": 2274, + "n_ref": 162 + }, + "8": { + "Dice": 0.9422853453841188, + "FN": 123, + "FP": 324, + "IoU": 0.890869140625, + "TN": 346368, + "TP": 3649, + "n_pred": 3973, + "n_ref": 3772 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 729, + "IoU": 0.0, + "TN": 349735, + "TP": 0, + "n_pred": 729, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0383.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": NaN, + "FN": 1491.7238095238097, + "FP": 852.9619047619049, + "IoU": NaN, + "TN": 168661.18095238096, + "TP": 4226.133333333334, + "n_pred": 5079.095238095238, + "n_ref": 5717.857142857143 + }, + "mean": { + "1": { + "Dice": 0.0, + "FN": 241.85714285714286, + "FP": 2.0, + "IoU": 0.0, + "TN": 174988.14285714287, + "TP": 0.0, + "n_pred": 2.0, + "n_ref": 241.85714285714286 + }, + "10": { + "Dice": 0.34968528507372393, + "FN": 2883.8571428571427, + "FP": 231.85714285714286, + "IoU": 0.23718290210644474, + "TN": 170408.42857142858, + "TP": 1707.857142857143, + "n_pred": 1939.7142857142858, + "n_ref": 4591.714285714285 + }, + "11": { + "Dice": 0.32886106141920096, + "FN": 151.28571428571428, + "FP": 13.857142857142858, + "IoU": 0.24500222123500667, + "TN": 174909.2857142857, + "TP": 157.57142857142858, + "n_pred": 171.42857142857142, + "n_ref": 308.85714285714283 + }, + "12": { + "Dice": 0.0, + "FN": 96.42857142857143, + "FP": 15.285714285714286, + "IoU": 0.0, + "TN": 175120.2857142857, + "TP": 0.0, + "n_pred": 15.285714285714286, + "n_ref": 96.42857142857143 + }, + "13": { + "Dice": 0.2193592134260044, + "FN": 359.7142857142857, + "FP": 1466.7142857142858, + "IoU": 0.16346639717028802, + "TN": 173128.2857142857, + "TP": 277.2857142857143, + "n_pred": 1744.0, + "n_ref": 637.0 + }, + "14": { + "Dice": 0.0, + "FN": 0.0, + "FP": 4.142857142857143, + "IoU": 0.0, + "TN": 175227.85714285713, + "TP": 0.0, + "n_pred": 4.142857142857143, + "n_ref": 0.0 + }, + "15": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 175232.0, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.32499885784400107, + "FN": 62.42857142857143, + "FP": 4094.5714285714284, + "IoU": 0.3170709964979306, + "TN": 167518.14285714287, + "TP": 3556.8571428571427, + "n_pred": 7651.428571428572, + "n_ref": 3619.285714285714 + }, + "3": { + "Dice": 0.4723555939622548, + "FN": 3902.8571428571427, + "FP": 109.57142857142857, + "IoU": 0.4419052221896919, + "TN": 170879.0, + "TP": 340.57142857142856, + "n_pred": 450.14285714285717, + "n_ref": 4243.428571428572 + }, + "4": { + "Dice": 0.20424474864234243, + "FN": 1239.4285714285713, + "FP": 963.7142857142857, + "IoU": 0.16315985224587193, + "TN": 171476.85714285713, + "TP": 1552.0, + "n_pred": 2515.714285714286, + "n_ref": 2791.4285714285716 + }, + "5": { + "Dice": 0.0, + "FN": 1008.2857142857143, + "FP": 0.0, + "IoU": 0.0, + "TN": 174223.7142857143, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 1008.2857142857143 + }, + "6": { + "Dice": 0.704365989780296, + "FN": 1892.4285714285713, + "FP": 4607.714285714285, + "IoU": 0.6368111679074728, + "TN": 124743.14285714286, + "TP": 43988.71428571428, + "n_pred": 48596.42857142857, + "n_ref": 45881.142857142855 + }, + "7": { + "Dice": 0.2351560277676749, + "FN": 9185.0, + "FP": 219.28571428571428, + "IoU": 0.15294871723166462, + "TN": 160623.7142857143, + "TP": 5204.0, + "n_pred": 5423.285714285715, + "n_ref": 14389.0 + }, + "8": { + "Dice": 0.7228163304457724, + "FN": 629.1428571428571, + "FP": 62.857142857142854, + "IoU": 0.5946234749698749, + "TN": 171964.14285714287, + "TP": 2575.8571428571427, + "n_pred": 2638.714285714286, + "n_ref": 3205.0 + }, + "9": { + "Dice": 0.4175854777618475, + "FN": 723.1428571428571, + "FP": 1002.8571428571429, + "IoU": 0.3607374727282464, + "TN": 169474.7142857143, + "TP": 4031.285714285714, + "n_pred": 5034.142857142857, + "n_ref": 4754.428571428572 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 29, + "IoU": 0.0, + "TN": 175203, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.19042749028431172, + "FN": 3553, + "FP": 4363, + "IoU": 0.10523341245619984, + "TN": 166385, + "TP": 931, + "n_pred": 5294, + "n_ref": 4484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9664451288701572, + "FN": 2754, + "FP": 3870, + "IoU": 0.935069008782936, + "TN": 73216, + "TP": 95392, + "n_pred": 99262, + "n_ref": 98146 + }, + "7": { + "Dice": 0.4377998081228014, + "FN": 10384, + "FP": 164, + "IoU": 0.28024564994882295, + "TN": 160577, + "TP": 4107, + "n_pred": 4271, + "n_ref": 14491 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 186, + "FP": 0, + "IoU": 0.0, + "TN": 175046, + "TP": 0, + "n_pred": 0, + "n_ref": 186 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 1929, + "FP": 0, + "IoU": 0.0, + "TN": 173303, + "TP": 0, + "n_pred": 0, + "n_ref": 1929 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8307962529274004, + "FN": 3414, + "FP": 632, + "IoU": 0.7105658487731598, + "TN": 161253, + "TP": 9933, + "n_pred": 10565, + "n_ref": 13347 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9835675355010938, + "FN": 2682, + "FP": 1750, + "IoU": 0.9676663918699069, + "TN": 38161, + "TP": 132639, + "n_pred": 134389, + "n_ref": 135321 + }, + "7": { + "Dice": 0.0, + "FN": 428, + "FP": 0, + "IoU": 0.0, + "TN": 174804, + "TP": 0, + "n_pred": 0, + "n_ref": 428 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 1685, + "FP": 0, + "IoU": 0.0, + "TN": 173547, + "TP": 0, + "n_pred": 0, + "n_ref": 1685 + }, + "10": { + "Dice": 0.5455789293654866, + "FN": 9346, + "FP": 1282, + "IoU": 0.3751175917215428, + "TN": 158224, + "TP": 6380, + "n_pred": 7662, + "n_ref": 15726 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 175224, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 467, + "FP": 9, + "IoU": 0.0, + "TN": 174756, + "TP": 0, + "n_pred": 9, + "n_ref": 467 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 8839, + "IoU": 0.0, + "TN": 166393, + "TP": 0, + "n_pred": 8839, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 27820, + "IoU": 0.0, + "TN": 147412, + "TP": 0, + "n_pred": 27820, + "n_ref": 0 + }, + "3": { + "Dice": 0.008919970028900702, + "FN": 27166, + "FP": 611, + "IoU": 0.004479965593864239, + "TN": 147330, + "TP": 125, + "n_pred": 736, + "n_ref": 27291 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 175218, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2492, + "IoU": 0.0, + "TN": 172740, + "TP": 0, + "n_pred": 2492, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 95, + "IoU": 0.0, + "TN": 175137, + "TP": 0, + "n_pred": 95, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 85, + "IoU": 0.0, + "TN": 175147, + "TP": 0, + "n_pred": 85, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.6577221228384019, + "FN": 1059, + "FP": 89, + "IoU": 0.49000444247001335, + "TN": 172981, + "TP": 1103, + "n_pred": 1192, + "n_ref": 2162 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 81, + "IoU": 0.0, + "TN": 175151, + "TP": 0, + "n_pred": 81, + "n_ref": 0 + }, + "13": { + "Dice": 0.6580776402780132, + "FN": 589, + "FP": 1428, + "IoU": 0.4903991915108641, + "TN": 171274, + "TP": 1941, + "n_pred": 3369, + "n_ref": 2530 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9749965735320032, + "FN": 437, + "FP": 840, + "IoU": 0.9512129894937917, + "TN": 149057, + "TP": 24898, + "n_pred": 25738, + "n_ref": 25335 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 1709, + "FP": 0, + "IoU": 0.0, + "TN": 173523, + "TP": 0, + "n_pred": 0, + "n_ref": 1709 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9425227878836127, + "FN": 3976, + "FP": 1800, + "IoU": 0.8912937102420296, + "TN": 122098, + "TP": 47358, + "n_pred": 49158, + "n_ref": 51334 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.5515394912985274, + "FN": 670, + "FP": 0, + "IoU": 0.3807763401109057, + "TN": 174150, + "TP": 412, + "n_pred": 412, + "n_ref": 1082 + }, + "9": { + "Dice": 0.8946252162750461, + "FN": 2494, + "FP": 1282, + "IoU": 0.8093410754859884, + "TN": 155427, + "TP": 16029, + "n_pred": 17311, + "n_ref": 18523 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 8, + "FP": 14, + "IoU": 0.0, + "TN": 175210, + "TP": 0, + "n_pred": 14, + "n_ref": 8 + }, + "10": { + "Dice": 0.503476925855685, + "FN": 10655, + "FP": 341, + "IoU": 0.33643111459779135, + "TN": 158661, + "TP": 5575, + "n_pred": 5916, + "n_ref": 16230 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 208, + "FP": 17, + "IoU": 0.0, + "TN": 175007, + "TP": 0, + "n_pred": 17, + "n_ref": 208 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 175230, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "3": { + "Dice": 0.9357912178956089, + "FN": 154, + "FP": 156, + "IoU": 0.8793304787855196, + "TN": 172663, + "TP": 2259, + "n_pred": 2415, + "n_ref": 2413 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1737, + "IoU": 0.0, + "TN": 173495, + "TP": 0, + "n_pred": 1737, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5421590156505978, + "FN": 271, + "FP": 12864, + "IoU": 0.3718917368018363, + "TN": 154320, + "TP": 7777, + "n_pred": 20641, + "n_ref": 8048 + }, + "7": { + "Dice": 0.5541781968649427, + "FN": 50117, + "FP": 1276, + "IoU": 0.38329633407331853, + "TN": 91897, + "TP": 31942, + "n_pred": 33218, + "n_ref": 82059 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1172, + "IoU": 0.0, + "TN": 174060, + "TP": 0, + "n_pred": 1172, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 7058, + "FP": 0, + "IoU": 0.0, + "TN": 168174, + "TP": 0, + "n_pred": 0, + "n_ref": 7058 + }, + "6": { + "Dice": 0.791501470776314, + "FN": 3564, + "FP": 9478, + "IoU": 0.6549461597481282, + "TN": 137435, + "TP": 24755, + "n_pred": 34233, + "n_ref": 28319 + }, + "7": { + "Dice": 0.18380213385063046, + "FN": 3366, + "FP": 0, + "IoU": 0.10120160213618158, + "TN": 171487, + "TP": 379, + "n_pred": 379, + "n_ref": 3745 + }, + "8": { + "Dice": 0.8940931695930173, + "FN": 3734, + "FP": 440, + "IoU": 0.8084706098288441, + "TN": 153439, + "TP": 17619, + "n_pred": 18059, + "n_ref": 21353 + }, + "9": { + "Dice": 0.7757166947723441, + "FN": 2568, + "FP": 4481, + "IoU": 0.6336088154269972, + "TN": 155993, + "TP": 12190, + "n_pred": 16671, + "n_ref": 14758 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013743/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0371.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": NaN, + "FN": 1104.5242857142857, + "FP": 745.7700000000001, + "IoU": NaN, + "TN": 180020.8630952381, + "TP": 3374.099761904762, + "n_pred": 4119.869761904762, + "n_ref": 4478.624047619048 + }, + "mean": { + "1": { + "Dice": 0.3213985681749955, + "FN": 2259.3821428571428, + "FP": 443.8, + "IoU": 0.2881717350277716, + "TN": 179678.53214285715, + "TP": 2863.5428571428574, + "n_pred": 3307.342857142857, + "n_ref": 5122.924999999999 + }, + "10": { + "Dice": 0.2928643384133097, + "FN": 1256.542857142857, + "FP": 493.45357142857137, + "IoU": 0.2312394186370111, + "TN": 181535.41428571427, + "TP": 1959.8464285714285, + "n_pred": 2453.3, + "n_ref": 3216.3892857142855 + }, + "11": { + "Dice": 0.2796500977979134, + "FN": 81.73928571428571, + "FP": 93.46428571428571, + "IoU": 0.2204100373578574, + "TN": 184948.6464285714, + "TP": 121.40714285714287, + "n_pred": 214.87142857142857, + "n_ref": 203.14642857142857 + }, + "12": { + "Dice": 0.23396236433999454, + "FN": 289.02142857142854, + "FP": 13.821428571428573, + "IoU": 0.16787582175886492, + "TN": 184859.96785714285, + "TP": 82.44642857142858, + "n_pred": 96.26785714285714, + "n_ref": 371.4678571428571 + }, + "13": { + "Dice": 0.3014451696253774, + "FN": 1342.375, + "FP": 741.85, + "IoU": 0.2235088304304417, + "TN": 182424.99285714288, + "TP": 736.0392857142857, + "n_pred": 1477.8892857142857, + "n_ref": 2078.4142857142856 + }, + "14": { + "Dice": 0.4071270537188454, + "FN": 1243.0285714285715, + "FP": 1028.1464285714287, + "IoU": 0.3251699868382657, + "TN": 180152.95714285717, + "TP": 2821.125, + "n_pred": 3849.271428571429, + "n_ref": 4064.153571428572 + }, + "15": { + "Dice": NaN, + "FN": 965.6642857142857, + "FP": 863.5035714285714, + "IoU": NaN, + "TN": 182088.33214285714, + "TP": 1327.7571428571428, + "n_pred": 2191.2607142857146, + "n_ref": 2293.421428571429 + }, + "2": { + "Dice": 0.30933408652420225, + "FN": 1356.825, + "FP": 1482.8857142857141, + "IoU": 0.28523479825389014, + "TN": 178465.87857142856, + "TP": 3939.6678571428574, + "n_pred": 5422.553571428572, + "n_ref": 5296.492857142857 + }, + "3": { + "Dice": 0.42139657677884357, + "FN": 1437.75, + "FP": 1489.1107142857143, + "IoU": 0.390024482979973, + "TN": 178357.96071428573, + "TP": 3960.4357142857143, + "n_pred": 5449.546428571429, + "n_ref": 5398.185714285714 + }, + "4": { + "Dice": 0.4039049912310334, + "FN": 410.3535714285714, + "FP": 366.6535714285714, + "IoU": 0.33475872025788606, + "TN": 183674.8607142857, + "TP": 793.3892857142857, + "n_pred": 1160.0428571428572, + "n_ref": 1203.7428571428572 + }, + "5": { + "Dice": NaN, + "FN": 310.47857142857146, + "FP": 18.04642857142857, + "IoU": NaN, + "TN": 184650.67142857143, + "TP": 266.0607142857143, + "n_pred": 284.10714285714283, + "n_ref": 576.5392857142857 + }, + "6": { + "Dice": 0.5343282522129573, + "FN": 935.6464285714286, + "FP": 2588.525, + "IoU": 0.4909092661848556, + "TN": 159334.86785714285, + "TP": 22386.21785714286, + "n_pred": 24974.742857142857, + "n_ref": 23321.864285714284 + }, + "7": { + "Dice": 0.2512697408471026, + "FN": 2468.0285714285715, + "FP": 343.9035714285714, + "IoU": 0.2097195556438109, + "TN": 179123.5142857143, + "TP": 3309.8107142857143, + "n_pred": 3653.7142857142853, + "n_ref": 5777.839285714285 + }, + "8": { + "Dice": 0.7519457696398196, + "FN": 1370.5535714285713, + "FP": 539.0785714285714, + "IoU": 0.6643381577520485, + "TN": 180025.03214285715, + "TP": 3310.592857142857, + "n_pred": 3849.6714285714284, + "n_ref": 4681.146428571429 + }, + "9": { + "Dice": 0.4435744393706017, + "FN": 840.475, + "FP": 680.3071428571429, + "IoU": 0.3701649158273734, + "TN": 180991.31785714286, + "TP": 2733.157142857143, + "n_pred": 3413.4642857142853, + "n_ref": 3573.6321428571428 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/loop_001/summary.json b/nnActive_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/loop_001/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..24bba77687ca7d0625c63ae0f2925791ea3266e1 --- /dev/null +++ b/nnActive_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/loop_001/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.6405737765492283, + "FN": 44287.607999999986, + "FP": 36674.68933333333, + "IoU": 0.5146603672458389, + "TN": 96233695.61999999, + "TP": 142302.92266666665, + "n_pred": 178977.612, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.8221332848596336, + "FN": 34937.34, + "FP": 27744.42, + "IoU": 0.7285929150164763, + "TN": 96234928.28, + "TP": 159350.8, + "n_pred": 187095.22, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.5465265686719886, + "FN": 35081.14, + "FP": 21600.42, + "IoU": 0.4019155951928011, + "TN": 96361137.86, + "TP": 39141.42, + "n_pred": 60741.84, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.6122659606505939, + "FN": 1817.32, + "FP": 292.9, + "IoU": 0.4678090686514507, + "TN": 96452967.56, + "TP": 1883.06, + "n_pred": 2175.96, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.6090873851623265, + "FN": 2063.22, + "FP": 659.52, + "IoU": 0.456609560066171, + "TN": 96452064.66, + "TP": 2173.44, + "n_pred": 2832.96, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.44647596520521654, + "FN": 36203.96, + "FP": 10688.1, + "IoU": 0.30923538088918356, + "TN": 96388414.6, + "TP": 21654.18, + "n_pred": 32342.28, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.6357426527991603, + "FN": 59321.22, + "FP": 34369.98, + "IoU": 0.5064301703261616, + "TN": 96284232.72, + "TP": 79036.92, + "n_pred": 113406.9, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.457391621213269, + "FN": 25178.66, + "FP": 40830.02, + "IoU": 0.32370477260661085, + "TN": 96362083.78, + "TP": 28868.38, + "n_pred": 69698.4, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.6479236940958808, + "FN": 58878.06, + "FP": 35833.66, + "IoU": 0.5037548530370688, + "TN": 96264285.48, + "TP": 97963.64, + "n_pred": 133797.3, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.7059526750884855, + "FN": 42059.34, + "FP": 50545.46, + "IoU": 0.5605891869131855, + "TN": 96243012.8, + "TP": 121343.24, + "n_pred": 171888.7, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.5919341928571122, + "FN": 11619.92, + "FP": 4635.86, + "IoU": 0.48855401634792317, + "TN": 96425747.48, + "TP": 14957.58, + "n_pred": 19593.44, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.5048671722318346, + "FN": 12250.64, + "FP": 513.16, + "IoU": 0.37770650282797985, + "TN": 96439295.52, + "TP": 4901.52, + "n_pred": 5414.68, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.8831766532168038, + "FN": 103870.78, + "FP": 252991.48, + "IoU": 0.8003793956720449, + "TN": 94844745.74, + "TP": 1255352.84, + "n_pred": 1508344.32, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.48738347064566123, + "FN": 202219.96, + "FP": 47173.24, + "IoU": 0.3469283697525418, + "TN": 96070862.94, + "TP": 136704.7, + "n_pred": 183877.94, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.9060286323551472, + "FN": 16851.08, + "FP": 10194.06, + "IoU": 0.8319078232345406, + "TN": 96314397.6, + "TP": 115518.1, + "n_pred": 125712.16, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.751716719185311, + "FN": 21961.48, + "FP": 12048.06, + "IoU": 0.6157878981534443, + "TN": 96367257.28, + "TP": 55694.02, + "n_pred": 67742.08, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.7921131823690409, + "FN": 5432, + "FP": 40369, + "IoU": 0.6557842761481749, + "TN": 119460261, + "TP": 87258, + "n_pred": 127627, + "n_ref": 92690 + }, + "10": { + "Dice": 0.6644928332143446, + "FN": 26936, + "FP": 21938, + "IoU": 0.4975584180605101, + "TN": 119496047, + "TP": 48399, + "n_pred": 70337, + "n_ref": 75335 + }, + "11": { + "Dice": 0.804483541430193, + "FN": 711, + "FP": 667, + "IoU": 0.6729171611678139, + "TN": 119589107, + "TP": 2835, + "n_pred": 3502, + "n_ref": 3546 + }, + "12": { + "Dice": 0.6896876841484973, + "FN": 1539, + "FP": 1094, + "IoU": 0.5263536607303472, + "TN": 119587761, + "TP": 2926, + "n_pred": 4020, + "n_ref": 4465 + }, + "13": { + "Dice": 0.2741133382478557, + "FN": 41044, + "FP": 20991, + "IoU": 0.1588246460920974, + "TN": 119519572, + "TP": 11713, + "n_pred": 32704, + "n_ref": 52757 + }, + "14": { + "Dice": 0.40831217492050187, + "FN": 181229, + "FP": 10795, + "IoU": 0.25652779928759484, + "TN": 119335040, + "TP": 66256, + "n_pred": 77051, + "n_ref": 247485 + }, + "15": { + "Dice": 0.023053029875190603, + "FN": 30822, + "FP": 142166, + "IoU": 0.011660924761039599, + "TN": 119418291, + "TP": 2041, + "n_pred": 144207, + "n_ref": 32863 + }, + "2": { + "Dice": 0.7871265686283295, + "FN": 9046, + "FP": 62217, + "IoU": 0.6489766766002513, + "TN": 119390305, + "TP": 131752, + "n_pred": 193969, + "n_ref": 140798 + }, + "3": { + "Dice": 0.765067978746552, + "FN": 61378, + "FP": 5564, + "IoU": 0.6195223425901718, + "TN": 119417378, + "TP": 109000, + "n_pred": 114564, + "n_ref": 170378 + }, + "4": { + "Dice": 0.5557384675947464, + "FN": 46646, + "FP": 3010, + "IoU": 0.3847907426220978, + "TN": 119512606, + "TP": 31058, + "n_pred": 34068, + "n_ref": 77704 + }, + "5": { + "Dice": 0.0, + "FN": 64264, + "FP": 638, + "IoU": 0.0, + "TN": 119528418, + "TP": 0, + "n_pred": 638, + "n_ref": 64264 + }, + "6": { + "Dice": 0.931840768944167, + "FN": 68976, + "FP": 93838, + "IoU": 0.8723800177461176, + "TN": 118317548, + "TP": 1112958, + "n_pred": 1206796, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 28559, + "IoU": 0.0, + "TN": 119564761, + "TP": 0, + "n_pred": 28559, + "n_ref": 0 + }, + "8": { + "Dice": 0.8128416049548434, + "FN": 71533, + "FP": 27462, + "IoU": 0.6846951580744411, + "TN": 119279354, + "TP": 214971, + "n_pred": 242433, + "n_ref": 286504 + }, + "9": { + "Dice": 0.668776844536384, + "FN": 36284, + "FP": 3585, + "IoU": 0.5023777131516869, + "TN": 119513201, + "TP": 40250, + "n_pred": 43835, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8628845030222494, + "FN": 21682, + "FP": 31354, + "IoU": 0.7588362882360163, + "TN": 72605743, + "TP": 166881, + "n_pred": 198235, + "n_ref": 188563 + }, + "10": { + "Dice": 0.4921779615491055, + "FN": 38217, + "FP": 24173, + "IoU": 0.32641647953014336, + "TN": 72733036, + "TP": 30234, + "n_pred": 54407, + "n_ref": 68451 + }, + "11": { + "Dice": 0.7196652719665272, + "FN": 613, + "FP": 660, + "IoU": 0.5620915032679739, + "TN": 72822753, + "TP": 1634, + "n_pred": 2294, + "n_ref": 2247 + }, + "12": { + "Dice": 0.6551330798479087, + "FN": 1151, + "FP": 663, + "IoU": 0.48713599095278487, + "TN": 72822123, + "TP": 1723, + "n_pred": 2386, + "n_ref": 2874 + }, + "13": { + "Dice": 0.5613369217675339, + "FN": 25780, + "FP": 12360, + "IoU": 0.39017955646515196, + "TN": 72763117, + "TP": 24403, + "n_pred": 36763, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8549714695943855, + "FN": 7814, + "FP": 15620, + "IoU": 0.7466813680978942, + "TN": 72733152, + "TP": 69074, + "n_pred": 84694, + "n_ref": 76888 + }, + "15": { + "Dice": 0.5431858350884249, + "FN": 16819, + "FP": 26344, + "IoU": 0.3728586996004359, + "TN": 72756835, + "TP": 25662, + "n_pred": 52006, + "n_ref": 42481 + }, + "2": { + "Dice": 0.7409362983172031, + "FN": 9829, + "FP": 78291, + "IoU": 0.5884819785741638, + "TN": 72611526, + "TP": 126014, + "n_pred": 204305, + "n_ref": 135843 + }, + "3": { + "Dice": 0.5294618346213902, + "FN": 80184, + "FP": 3289, + "IoU": 0.36004630623447514, + "TN": 72695224, + "TP": 46963, + "n_pred": 50252, + "n_ref": 127147 + }, + "4": { + "Dice": 0.7580380114532327, + "FN": 4176, + "FP": 10401, + "IoU": 0.6103552431103152, + "TN": 72788249, + "TP": 22834, + "n_pred": 33235, + "n_ref": 27010 + }, + "5": { + "Dice": 0.5410192147034252, + "FN": 5401, + "FP": 93, + "IoU": 0.3708199725148878, + "TN": 72816928, + "TP": 3238, + "n_pred": 3331, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9092786204871623, + "FN": 61955, + "FP": 166691, + "IoU": 0.8336488470532085, + "TN": 71451182, + "TP": 1145832, + "n_pred": 1312523, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.5514360342460402, + "FN": 140078, + "FP": 20664, + "IoU": 0.38067772447937737, + "TN": 72566115, + "TP": 98803, + "n_pred": 119467, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9348060205567378, + "FN": 3943, + "FP": 3624, + "IoU": 0.8775922870361383, + "TN": 72763842, + "TP": 54251, + "n_pred": 57875, + "n_ref": 58194 + }, + "9": { + "Dice": 0.7836005051977072, + "FN": 17493, + "FP": 15918, + "IoU": 0.6441966710328744, + "TN": 72731757, + "TP": 60492, + "n_pred": 76410, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9356367896565514, + "FN": 27241, + "FP": 4788, + "IoU": 0.8790578071132693, + "TN": 71544659, + "TP": 232800, + "n_pred": 237588, + "n_ref": 260041 + }, + "10": { + "Dice": 0.7462050779269076, + "FN": 27502, + "FP": 17540, + "IoU": 0.5951572021787197, + "TN": 71698230, + "TP": 66216, + "n_pred": 83756, + "n_ref": 93718 + }, + "11": { + "Dice": 0.6864164282107389, + "FN": 1330, + "FP": 533, + "IoU": 0.5225525371604306, + "TN": 71805586, + "TP": 2039, + "n_pred": 2572, + "n_ref": 3369 + }, + "12": { + "Dice": 0.35690151420347893, + "FN": 5083, + "FP": 56, + "IoU": 0.21721249047981722, + "TN": 71802923, + "TP": 1426, + "n_pred": 1482, + "n_ref": 6509 + }, + "13": { + "Dice": 0.7149071618037135, + "FN": 23473, + "FP": 8771, + "IoU": 0.5563077939233818, + "TN": 71736816, + "TP": 40428, + "n_pred": 49199, + "n_ref": 63901 + }, + "14": { + "Dice": 0.429600037849442, + "FN": 376888, + "FP": 8910, + "IoU": 0.2735609069049731, + "TN": 71278407, + "TP": 145283, + "n_pred": 154193, + "n_ref": 522171 + }, + "15": { + "Dice": 0.1545143383093163, + "FN": 164547, + "FP": 11823, + "IoU": 0.08372556965181883, + "TN": 71617002, + "TP": 16116, + "n_pred": 27939, + "n_ref": 180663 + }, + "2": { + "Dice": 0.6302394738688689, + "FN": 16641, + "FP": 136174, + "IoU": 0.4601092394222888, + "TN": 71526440, + "TP": 130233, + "n_pred": 266407, + "n_ref": 146874 + }, + "3": { + "Dice": 0.36311962654486835, + "FN": 141746, + "FP": 9964, + "IoU": 0.22183638611195175, + "TN": 71614529, + "TP": 43249, + "n_pred": 53213, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7964892693214242, + "FN": 1134, + "FP": 5428, + "IoU": 0.6618048755347111, + "TN": 71790085, + "TP": 12841, + "n_pred": 18269, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8252390470531036, + "FN": 2705, + "FP": 530, + "IoU": 0.7024740182102456, + "TN": 71798615, + "TP": 7638, + "n_pred": 8168, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9076783768160247, + "FN": 36797, + "FP": 209630, + "IoU": 0.8309625640937698, + "TN": 70351663, + "TP": 1211398, + "n_pred": 1421028, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.6956025128498001, + "FN": 102987, + "FP": 12674, + "IoU": 0.5332749562171629, + "TN": 71561674, + "TP": 132153, + "n_pred": 144827, + "n_ref": 235140 + }, + "8": { + "Dice": 0.935507136349833, + "FN": 7300, + "FP": 2894, + "IoU": 0.8788289412687659, + "TN": 71725359, + "TP": 73935, + "n_pred": 76829, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8226202113728166, + "FN": 21256, + "FP": 7595, + "IoU": 0.6986872199768148, + "TN": 71713737, + "TP": 66900, + "n_pred": 74495, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9124285269982535, + "FN": 23501, + "FP": 13103, + "IoU": 0.8389595991148145, + "TN": 135218213, + "TP": 190693, + "n_pred": 203796, + "n_ref": 214194 + }, + "10": { + "Dice": 0.7187528359369936, + "FN": 29694, + "FP": 13694, + "IoU": 0.5609790648493863, + "TN": 135346681, + "TP": 55441, + "n_pred": 69135, + "n_ref": 85135 + }, + "11": { + "Dice": 0.5194503580414167, + "FN": 2205, + "FP": 278, + "IoU": 0.3508496732026144, + "TN": 135441685, + "TP": 1342, + "n_pred": 1620, + "n_ref": 3547 + }, + "12": { + "Dice": 0.3540790580319596, + "FN": 4245, + "FP": 363, + "IoU": 0.21512519161982627, + "TN": 135439639, + "TP": 1263, + "n_pred": 1626, + "n_ref": 5508 + }, + "13": { + "Dice": 0.6091879863589081, + "FN": 17440, + "FP": 12241, + "IoU": 0.43800886128678, + "TN": 135392696, + "TP": 23133, + "n_pred": 35374, + "n_ref": 40573 + }, + "14": { + "Dice": 0.7826680998756734, + "FN": 22146, + "FP": 44980, + "IoU": 0.6429373121625576, + "TN": 135257515, + "TP": 120869, + "n_pred": 165849, + "n_ref": 143015 + }, + "15": { + "Dice": 0.40898889419805107, + "FN": 23053, + "FP": 58581, + "IoU": 0.2570622497269749, + "TN": 135335630, + "TP": 28246, + "n_pred": 86827, + "n_ref": 51299 + }, + "2": { + "Dice": 0.7474613578881335, + "FN": 40939, + "FP": 72988, + "IoU": 0.5967571240978738, + "TN": 135162983, + "TP": 168600, + "n_pred": 241588, + "n_ref": 209539 + }, + "3": { + "Dice": 0.6783367011613904, + "FN": 93930, + "FP": 32144, + "IoU": 0.5132447135041639, + "TN": 135186501, + "TP": 132935, + "n_pred": 165079, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8467359240733615, + "FN": 3831, + "FP": 8119, + "IoU": 0.7342081850533808, + "TN": 135400550, + "TP": 33010, + "n_pred": 41129, + "n_ref": 36841 + }, + "5": { + "Dice": 0.29755459034925924, + "FN": 23043, + "FP": 569, + "IoU": 0.17478069409009891, + "TN": 135416897, + "TP": 5001, + "n_pred": 5570, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9483834711967813, + "FN": 74326, + "FP": 98536, + "IoU": 0.9018339339683823, + "TN": 133684596, + "TP": 1588052, + "n_pred": 1686588, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.6417141185208526, + "FN": 99178, + "FP": 12255, + "IoU": 0.4724440762220381, + "TN": 135234285, + "TP": 99792, + "n_pred": 112047, + "n_ref": 198970 + }, + "8": { + "Dice": 0.8519376054700802, + "FN": 65730, + "FP": 12095, + "IoU": 0.7420655963728441, + "TN": 135143786, + "TP": 223899, + "n_pred": 235994, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8243236446347039, + "FN": 24283, + "FP": 7152, + "IoU": 0.7011484418078452, + "TN": 135340324, + "TP": 73751, + "n_pred": 80903, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.837769789686676, + "FN": 37603, + "FP": 47063, + "IoU": 0.7208294727262535, + "TN": 105450728, + "TP": 218611, + "n_pred": 265674, + "n_ref": 256214 + }, + "10": { + "Dice": 0.16017143514951873, + "FN": 51441, + "FP": 43400, + "IoU": 0.08705780430283487, + "TN": 105650120, + "TP": 9044, + "n_pred": 52444, + "n_ref": 60485 + }, + "11": { + "Dice": 0.7440162271805274, + "FN": 635, + "FP": 627, + "IoU": 0.5923772609819121, + "TN": 105750909, + "TP": 1834, + "n_pred": 2461, + "n_ref": 2469 + }, + "12": { + "Dice": 0.5597261567516525, + "FN": 2033, + "FP": 1697, + "IoU": 0.38862481560399936, + "TN": 105747904, + "TP": 2371, + "n_pred": 4068, + "n_ref": 4404 + }, + "13": { + "Dice": 0.21507260891337004, + "FN": 69735, + "FP": 11775, + "IoU": 0.1204937578903072, + "TN": 105661328, + "TP": 11167, + "n_pred": 22942, + "n_ref": 80902 + }, + "14": { + "Dice": 0.8011868254410769, + "FN": 56082, + "FP": 13806, + "IoU": 0.6683166672203581, + "TN": 105543298, + "TP": 140819, + "n_pred": 154625, + "n_ref": 196901 + }, + "15": { + "Dice": 0.7471560628669986, + "FN": 8655, + "FP": 4392, + "IoU": 0.5963680237594358, + "TN": 105721681, + "TP": 19277, + "n_pred": 23669, + "n_ref": 27932 + }, + "2": { + "Dice": 0.6934645115952214, + "FN": 66545, + "FP": 9790, + "IoU": 0.5307659208261618, + "TN": 105591325, + "TP": 86345, + "n_pred": 96135, + "n_ref": 152890 + }, + "3": { + "Dice": 0.8023728266797068, + "FN": 14761, + "FP": 62430, + "IoU": 0.6699687887468468, + "TN": 105520115, + "TP": 156699, + "n_pred": 219129, + "n_ref": 171460 + }, + "4": { + "Dice": 0.0609192276312211, + "FN": 39286, + "FP": 9056, + "IoU": 0.03141654978962132, + "TN": 105704095, + "TP": 1568, + "n_pred": 10624, + "n_ref": 40854 + }, + "5": { + "Dice": 0.7065364532972346, + "FN": 5058, + "FP": 1012, + "IoU": 0.5462360768483218, + "TN": 105740628, + "TP": 7307, + "n_pred": 8319, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9214410343780163, + "FN": 101747, + "FP": 142915, + "IoU": 0.8543260625965307, + "TN": 104074487, + "TP": 1434856, + "n_pred": 1577771, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.5937896901890256, + "FN": 116672, + "FP": 90897, + "IoU": 0.4222623643463715, + "TN": 105394726, + "TP": 151710, + "n_pred": 242607, + "n_ref": 268382 + }, + "8": { + "Dice": 0.9168009168657895, + "FN": 3874, + "FP": 11516, + "IoU": 0.8463826559131199, + "TN": 105653821, + "TP": 84794, + "n_pred": 96310, + "n_ref": 88668 + }, + "9": { + "Dice": 0.7471190322811538, + "FN": 22617, + "FP": 12713, + "IoU": 0.5963208409506399, + "TN": 105666485, + "TP": 52190, + "n_pred": 64903, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9220524604031987, + "FN": 11282, + "FP": 29629, + "IoU": 0.8553778607334507, + "TN": 96854998, + "TP": 241971, + "n_pred": 271600, + "n_ref": 253253 + }, + "10": { + "Dice": 0.7561538987220665, + "FN": 29588, + "FP": 23935, + "IoU": 0.6079159615849504, + "TN": 97001371, + "TP": 82986, + "n_pred": 106921, + "n_ref": 112574 + }, + "11": { + "Dice": 0.42211477822156823, + "FN": 2557, + "FP": 192, + "IoU": 0.2675193178790301, + "TN": 97134127, + "TP": 1004, + "n_pred": 1196, + "n_ref": 3561 + }, + "12": { + "Dice": 0.6587568248635027, + "FN": 1381, + "FP": 1869, + "IoU": 0.49115390637231876, + "TN": 97131493, + "TP": 3137, + "n_pred": 5006, + "n_ref": 4518 + }, + "13": { + "Dice": 0.6102090376648731, + "FN": 24267, + "FP": 8477, + "IoU": 0.43906533730770547, + "TN": 97079506, + "TP": 25630, + "n_pred": 34107, + "n_ref": 49897 + }, + "14": { + "Dice": 0.8385886462599611, + "FN": 57051, + "FP": 22795, + "IoU": 0.7220427487293741, + "TN": 96850620, + "TP": 207414, + "n_pred": 230209, + "n_ref": 264465 + }, + "15": { + "Dice": 0.19446370148745454, + "FN": 6383, + "FP": 126081, + "IoU": 0.107704121843277, + "TN": 96989427, + "TP": 15989, + "n_pred": 142070, + "n_ref": 22372 + }, + "2": { + "Dice": 0.38606965174129354, + "FN": 104635, + "FP": 1489, + "IoU": 0.23921085080147966, + "TN": 96998388, + "TP": 33368, + "n_pred": 34857, + "n_ref": 138003 + }, + "3": { + "Dice": 0.7106825387330262, + "FN": 9957, + "FP": 110956, + "IoU": 0.5512083409113685, + "TN": 96868461, + "TP": 148506, + "n_pred": 259462, + "n_ref": 158463 + }, + "4": { + "Dice": 0.9012164149177917, + "FN": 3899, + "FP": 1274, + "IoU": 0.8201946472019465, + "TN": 97109110, + "TP": 23597, + "n_pred": 24871, + "n_ref": 27496 + }, + "5": { + "Dice": 0.6588264731640185, + "FN": 6734, + "FP": 1447, + "IoU": 0.4912313432835821, + "TN": 97121800, + "TP": 7899, + "n_pred": 9346, + "n_ref": 14633 + }, + "6": { + "Dice": 0.8884704533345119, + "FN": 52950, + "FP": 310432, + "IoU": 0.7993223895845701, + "TN": 95327105, + "TP": 1447393, + "n_pred": 1757825, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.7935619345671685, + "FN": 77765, + "FP": 14057, + "IoU": 0.6577726261334963, + "TN": 96869573, + "TP": 176485, + "n_pred": 190542, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9006594486329196, + "FN": 8892, + "FP": 17395, + "IoU": 0.8192724697664505, + "TN": 96992429, + "TP": 119164, + "n_pred": 136559, + "n_ref": 128056 + }, + "9": { + "Dice": 0.5310964819140652, + "FN": 31066, + "FP": 35176, + "IoU": 0.3615598134083812, + "TN": 97034124, + "TP": 37514, + "n_pred": 72690, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9103060648723862, + "FN": 7339, + "FP": 25407, + "IoU": 0.8353777473908585, + "TN": 130567876, + "TP": 166170, + "n_pred": 191577, + "n_ref": 173509 + }, + "10": { + "Dice": 0.5898353531034564, + "FN": 26897, + "FP": 43130, + "IoU": 0.4182741032414561, + "TN": 130646414, + "TP": 50351, + "n_pred": 93481, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7610472364593434, + "FN": 1302, + "FP": 423, + "IoU": 0.6142665474060823, + "TN": 130762320, + "TP": 2747, + "n_pred": 3170, + "n_ref": 4049 + }, + "12": { + "Dice": 0.7512925655197005, + "FN": 1221, + "FP": 174, + "IoU": 0.6016561964591662, + "TN": 130763290, + "TP": 2107, + "n_pred": 2281, + "n_ref": 3328 + }, + "13": { + "Dice": 0.6042582567307343, + "FN": 28105, + "FP": 15463, + "IoU": 0.43292984511258625, + "TN": 130689962, + "TP": 33262, + "n_pred": 48725, + "n_ref": 61367 + }, + "14": { + "Dice": 0.8436780268796829, + "FN": 14732, + "FP": 38888, + "IoU": 0.7296220659052517, + "TN": 130568477, + "TP": 144695, + "n_pred": 183583, + "n_ref": 159427 + }, + "15": { + "Dice": 0.39715952879004734, + "FN": 10753, + "FP": 44003, + "IoU": 0.2477848144739192, + "TN": 130693999, + "TP": 18037, + "n_pred": 62040, + "n_ref": 28790 + }, + "2": { + "Dice": 0.7264046354014141, + "FN": 27425, + "FP": 77211, + "IoU": 0.5703574742754843, + "TN": 130523250, + "TP": 138906, + "n_pred": 216117, + "n_ref": 166331 + }, + "3": { + "Dice": 0.6235682448603193, + "FN": 80851, + "FP": 22015, + "IoU": 0.45303244605617177, + "TN": 130578726, + "TP": 85200, + "n_pred": 107215, + "n_ref": 166051 + }, + "4": { + "Dice": 0.6709740338900402, + "FN": 13424, + "FP": 2770, + "IoU": 0.5048614933039809, + "TN": 130734086, + "TP": 16512, + "n_pred": 19282, + "n_ref": 29936 + }, + "5": { + "Dice": 0.27960188240385137, + "FN": 26140, + "FP": 496, + "IoU": 0.1625216160980978, + "TN": 130734987, + "TP": 5169, + "n_pred": 5665, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9226802479622741, + "FN": 78722, + "FP": 132181, + "IoU": 0.856459046830846, + "TN": 129297504, + "TP": 1258385, + "n_pred": 1390566, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.7224422360042176, + "FN": 184505, + "FP": 16081, + "IoU": 0.5654869442025501, + "TN": 130305158, + "TP": 261048, + "n_pred": 277129, + "n_ref": 445553 + }, + "8": { + "Dice": 0.8183184866795407, + "FN": 33171, + "FP": 54325, + "IoU": 0.6925034177611117, + "TN": 130482249, + "TP": 197047, + "n_pred": 251372, + "n_ref": 230218 + }, + "9": { + "Dice": 0.7957425702486032, + "FN": 23416, + "FP": 16942, + "IoU": 0.6607744744517572, + "TN": 130647821, + "TP": 78613, + "n_pred": 95555, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8038085074011435, + "FN": 18576, + "FP": 70399, + "IoU": 0.6719731016099955, + "TN": 71964765, + "TP": 182268, + "n_pred": 252667, + "n_ref": 200844 + }, + "10": { + "Dice": 0.273113069493675, + "FN": 45866, + "FP": 43544, + "IoU": 0.158153417383035, + "TN": 72129801, + "TP": 16797, + "n_pred": 60341, + "n_ref": 62663 + }, + "11": { + "Dice": 0.17505914160189254, + "FN": 2428, + "FP": 13, + "IoU": 0.09592592592592593, + "TN": 72233308, + "TP": 259, + "n_pred": 272, + "n_ref": 2687 + }, + "12": { + "Dice": 0.5259779951100244, + "FN": 2350, + "FP": 752, + "IoU": 0.35683184739788515, + "TN": 72231185, + "TP": 1721, + "n_pred": 2473, + "n_ref": 4071 + }, + "13": { + "Dice": 0.21305395883552752, + "FN": 60097, + "FP": 16295, + "IoU": 0.11922797551105116, + "TN": 72149275, + "TP": 10341, + "n_pred": 26636, + "n_ref": 70438 + }, + "14": { + "Dice": 0.3492933829133186, + "FN": 39700, + "FP": 87519, + "IoU": 0.21160234005106468, + "TN": 72074644, + "TP": 34145, + "n_pred": 121664, + "n_ref": 73845 + }, + "15": { + "Dice": 0.3813935370232369, + "FN": 5797, + "FP": 67253, + "IoU": 0.2356308007826806, + "TN": 72140439, + "TP": 22519, + "n_pred": 89772, + "n_ref": 28316 + }, + "2": { + "Dice": 0.1446142168369857, + "FN": 117007, + "FP": 4699, + "IoU": 0.07794293680015758, + "TN": 72104014, + "TP": 10288, + "n_pred": 14987, + "n_ref": 127295 + }, + "3": { + "Dice": 0.6891526003328737, + "FN": 9039, + "FP": 134584, + "IoU": 0.5257306079318429, + "TN": 71933178, + "TP": 159207, + "n_pred": 293791, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 6753, + "IoU": 0.0, + "TN": 72229255, + "TP": 0, + "n_pred": 6753, + "n_ref": 0 + }, + "5": { + "Dice": 0.8373443107451973, + "FN": 294, + "FP": 2788, + "IoU": 0.7201997276441217, + "TN": 72224993, + "TP": 7933, + "n_pred": 10721, + "n_ref": 8227 + }, + "6": { + "Dice": 0.7143962380052679, + "FN": 283687, + "FP": 698269, + "IoU": 0.5556892871072628, + "TN": 70025942, + "TP": 1228110, + "n_pred": 1926379, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.28721558176901674, + "FN": 247650, + "FP": 207053, + "IoU": 0.16768927759493624, + "TN": 71689694, + "TP": 91611, + "n_pred": 298664, + "n_ref": 339261 + }, + "8": { + "Dice": 0.920607954373085, + "FN": 6887, + "FP": 3581, + "IoU": 0.8528948847667229, + "TN": 72164848, + "TP": 60692, + "n_pred": 64273, + "n_ref": 67579 + }, + "9": { + "Dice": 0.37682348779625047, + "FN": 36304, + "FP": 7739, + "IoU": 0.23215188549312227, + "TN": 72178649, + "TP": 13316, + "n_pred": 21055, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7234763133816762, + "FN": 9525, + "FP": 51222, + "IoU": 0.566755102914117, + "TN": 52412906, + "TP": 79467, + "n_pred": 130689, + "n_ref": 88992 + }, + "10": { + "Dice": 0.0, + "FN": 47184, + "FP": 4, + "IoU": 0.0, + "TN": 52505932, + "TP": 0, + "n_pred": 4, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0, + "FN": 2042, + "FP": 0, + "IoU": 0.0, + "TN": 52551078, + "TP": 0, + "n_pred": 0, + "n_ref": 2042 + }, + "12": { + "Dice": 0.004387033877650499, + "FN": 4057, + "FP": 28, + "IoU": 0.0021983390327308255, + "TN": 52549026, + "TP": 9, + "n_pred": 37, + "n_ref": 4066 + }, + "13": { + "Dice": 0.27724797689600195, + "FN": 17007, + "FP": 7018, + "IoU": 0.16093318897775294, + "TN": 52524487, + "TP": 4608, + "n_pred": 11626, + "n_ref": 21615 + }, + "14": { + "Dice": 0.2853499574950411, + "FN": 45767, + "FP": 4673, + "IoU": 0.1664187737564039, + "TN": 52492610, + "TP": 10070, + "n_pred": 14743, + "n_ref": 55837 + }, + "15": { + "Dice": 0.07904892319183368, + "FN": 23364, + "FP": 21024, + "IoU": 0.04115092994621217, + "TN": 52506827, + "TP": 1905, + "n_pred": 22929, + "n_ref": 25269 + }, + "2": { + "Dice": 0.42068025382318774, + "FN": 91255, + "FP": 29437, + "IoU": 0.2663680073915131, + "TN": 52388607, + "TP": 43821, + "n_pred": 73258, + "n_ref": 135076 + }, + "3": { + "Dice": 0.597726505346089, + "FN": 63431, + "FP": 43795, + "IoU": 0.4262552972903557, + "TN": 52366232, + "TP": 79662, + "n_pred": 123457, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 106, + "IoU": 0.0, + "TN": 52551134, + "TP": 0, + "n_pred": 106, + "n_ref": 1880 + }, + "5": { + "Dice": 0.7598105548037889, + "FN": 1790, + "FP": 1050, + "IoU": 0.6126568466993999, + "TN": 52545788, + "TP": 4492, + "n_pred": 5542, + "n_ref": 6282 + }, + "6": { + "Dice": 0.850353520527978, + "FN": 100759, + "FP": 135783, + "IoU": 0.739665223798628, + "TN": 51644513, + "TP": 672065, + "n_pred": 807848, + "n_ref": 772824 + }, + "7": { + "Dice": 0.13274787535410765, + "FN": 179006, + "FP": 4678, + "IoU": 0.07109263585884637, + "TN": 52355378, + "TP": 14058, + "n_pred": 18736, + "n_ref": 193064 + }, + "8": { + "Dice": 0.7125104183250143, + "FN": 21490, + "FP": 9209, + "IoU": 0.5534106283004321, + "TN": 52484379, + "TP": 38042, + "n_pred": 47251, + "n_ref": 59532 + }, + "9": { + "Dice": 0.5730536476703174, + "FN": 39502, + "FP": 17997, + "IoU": 0.4015943884188288, + "TN": 52457033, + "TP": 38588, + "n_pred": 56585, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8853250622964652, + "FN": 24125, + "FP": 45457, + "IoU": 0.7942450595690448, + "TN": 143799071, + "TP": 268597, + "n_pred": 314054, + "n_ref": 292722 + }, + "10": { + "Dice": 0.6501130305484701, + "FN": 44501, + "FP": 13385, + "IoU": 0.48160553087834934, + "TN": 144025586, + "TP": 53778, + "n_pred": 67163, + "n_ref": 98279 + }, + "11": { + "Dice": 0.5220485175202156, + "FN": 4198, + "FP": 235, + "IoU": 0.35322439451415233, + "TN": 144130396, + "TP": 2421, + "n_pred": 2656, + "n_ref": 6619 + }, + "12": { + "Dice": 0.4568860820986155, + "FN": 3765, + "FP": 707, + "IoU": 0.2960805918463718, + "TN": 144130897, + "TP": 1881, + "n_pred": 2588, + "n_ref": 5646 + }, + "13": { + "Dice": 0.6592512989818641, + "FN": 44795, + "FP": 16719, + "IoU": 0.4917038506032061, + "TN": 144016230, + "TP": 59506, + "n_pred": 76225, + "n_ref": 104301 + }, + "14": { + "Dice": 0.6900889171361401, + "FN": 186419, + "FP": 14479, + "IoU": 0.5268211912730733, + "TN": 143712679, + "TP": 223673, + "n_pred": 238152, + "n_ref": 410092 + }, + "15": { + "Dice": 0.43778083862081424, + "FN": 3278, + "FP": 46520, + "IoU": 0.2802301043563727, + "TN": 144068064, + "TP": 19388, + "n_pred": 65908, + "n_ref": 22666 + }, + "2": { + "Dice": 0.6731475853058855, + "FN": 63842, + "FP": 8210, + "IoU": 0.5073266460166704, + "TN": 143991003, + "TP": 74195, + "n_pred": 82405, + "n_ref": 138037 + }, + "3": { + "Dice": 0.8033349302260892, + "FN": 18248, + "FP": 58108, + "IoU": 0.6713114224833732, + "TN": 143904945, + "TP": 155949, + "n_pred": 214057, + "n_ref": 174197 + }, + "4": { + "Dice": 0.8800372838330953, + "FN": 6795, + "FP": 5303, + "IoU": 0.785773732580171, + "TN": 144080777, + "TP": 44375, + "n_pred": 49678, + "n_ref": 51170 + }, + "5": { + "Dice": 0.37926920208799403, + "FN": 24503, + "FP": 469, + "IoU": 0.23401122664948928, + "TN": 144104649, + "TP": 7629, + "n_pred": 8098, + "n_ref": 32132 + }, + "6": { + "Dice": 0.8160613012980245, + "FN": 57285, + "FP": 529338, + "IoU": 0.6892766510569529, + "TN": 142249323, + "TP": 1301304, + "n_pred": 1830642, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.5783358401375162, + "FN": 141398, + "FP": 15596, + "IoU": 0.4068020116603755, + "TN": 143872593, + "TP": 107663, + "n_pred": 123259, + "n_ref": 249061 + }, + "8": { + "Dice": 0.9010488507852252, + "FN": 13874, + "FP": 33401, + "IoU": 0.8199171104457599, + "TN": 143874732, + "TP": 215243, + "n_pred": 248644, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8347330251612367, + "FN": 19069, + "FP": 10784, + "IoU": 0.7163448747672077, + "TN": 144032006, + "TP": 75391, + "n_pred": 86175, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9423262051294332, + "FN": 17259, + "FP": 6825, + "IoU": 0.8909421881297065, + "TN": 111558083, + "TP": 196753, + "n_pred": 203578, + "n_ref": 214012 + }, + "10": { + "Dice": 0.4823397533883624, + "FN": 22336, + "FP": 28462, + "IoU": 0.31781800601633003, + "TN": 111704456, + "TP": 23666, + "n_pred": 52128, + "n_ref": 46002 + }, + "11": { + "Dice": 0.6012636012636012, + "FN": 2082, + "FP": 190, + "IoU": 0.429861982434128, + "TN": 111774935, + "TP": 1713, + "n_pred": 1903, + "n_ref": 3795 + }, + "12": { + "Dice": 0.6349295774647887, + "FN": 2406, + "FP": 186, + "IoU": 0.4651258770119686, + "TN": 111774074, + "TP": 2254, + "n_pred": 2440, + "n_ref": 4660 + }, + "13": { + "Dice": 0.5510843791567868, + "FN": 29121, + "FP": 9690, + "IoU": 0.3803426308814842, + "TN": 111716287, + "TP": 23822, + "n_pred": 33512, + "n_ref": 52943 + }, + "14": { + "Dice": 0.7263298968095736, + "FN": 15289, + "FP": 42500, + "IoU": 0.5702653261548529, + "TN": 111644444, + "TP": 76687, + "n_pred": 119187, + "n_ref": 91976 + }, + "15": { + "Dice": 0.19237304880458408, + "FN": 3430, + "FP": 57881, + "IoU": 0.10642298106772768, + "TN": 111710307, + "TP": 7302, + "n_pred": 65183, + "n_ref": 10732 + }, + "2": { + "Dice": 0.9255140975431615, + "FN": 22569, + "FP": 7006, + "IoU": 0.8613552727187492, + "TN": 111565605, + "TP": 183740, + "n_pred": 190746, + "n_ref": 206309 + }, + "3": { + "Dice": 0.8334732150609209, + "FN": 5841, + "FP": 17175, + "IoU": 0.7144912794303719, + "TN": 111698306, + "TP": 57598, + "n_pred": 74773, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8598027029171406, + "FN": 2424, + "FP": 2877, + "IoU": 0.7540823900538133, + "TN": 111757364, + "TP": 16255, + "n_pred": 19132, + "n_ref": 18679 + }, + "5": { + "Dice": 0.29740014710114804, + "FN": 21766, + "FP": 205, + "IoU": 0.17467412944667743, + "TN": 111752299, + "TP": 4650, + "n_pred": 4855, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9473048579408895, + "FN": 84848, + "FP": 43083, + "IoU": 0.8998852755109388, + "TN": 110501076, + "TP": 1149913, + "n_pred": 1192996, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.3778277831777692, + "FN": 181640, + "FP": 5268, + "IoU": 0.23291471722892554, + "TN": 111535260, + "TP": 56752, + "n_pred": 62020, + "n_ref": 238392 + }, + "8": { + "Dice": 0.8580868098788003, + "FN": 59467, + "FP": 12567, + "IoU": 0.7514466224772526, + "TN": 111489107, + "TP": 217779, + "n_pred": 230346, + "n_ref": 277246 + }, + "9": { + "Dice": 0.7915676260039778, + "FN": 23227, + "FP": 6850, + "IoU": 0.6550367592242141, + "TN": 111691731, + "TP": 57112, + "n_pred": 63962, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7430392121365726, + "FN": 21750, + "FP": 77608, + "IoU": 0.591139532204171, + "TN": 198844863, + "TP": 143654, + "n_pred": 221262, + "n_ref": 165404 + }, + "10": { + "Dice": 0.5384223161741274, + "FN": 37784, + "FP": 5668, + "IoU": 0.36838433025655937, + "TN": 199019080, + "TP": 25343, + "n_pred": 31011, + "n_ref": 63127 + }, + "11": { + "Dice": 0.6884297520661157, + "FN": 1936, + "FP": 326, + "IoU": 0.5248897290485193, + "TN": 199083114, + "TP": 2499, + "n_pred": 2825, + "n_ref": 4435 + }, + "12": { + "Dice": 0.5894342762063228, + "FN": 1918, + "FP": 56, + "IoU": 0.4178708345620761, + "TN": 199084484, + "TP": 1417, + "n_pred": 1473, + "n_ref": 3335 + }, + "13": { + "Dice": 0.43194648905912786, + "FN": 20483, + "FP": 19262, + "IoU": 0.27546667638909145, + "TN": 199033019, + "TP": 15111, + "n_pred": 34373, + "n_ref": 35594 + }, + "14": { + "Dice": 0.5650797292646552, + "FN": 22319, + "FP": 15593, + "IoU": 0.393805663484754, + "TN": 199025334, + "TP": 24629, + "n_pred": 40222, + "n_ref": 46948 + }, + "15": { + "Dice": 0.437577008891405, + "FN": 92576, + "FP": 25647, + "IoU": 0.2800630887932137, + "TN": 198923662, + "TP": 45990, + "n_pred": 71637, + "n_ref": 138566 + }, + "2": { + "Dice": 0.7760169552009086, + "FN": 4538, + "FP": 67643, + "IoU": 0.6340095628761643, + "TN": 198890654, + "TP": 125040, + "n_pred": 192683, + "n_ref": 129578 + }, + "3": { + "Dice": 0.6661496519666382, + "FN": 68825, + "FP": 1344, + "IoU": 0.49941858391296595, + "TN": 198947700, + "TP": 70006, + "n_pred": 71350, + "n_ref": 138831 + }, + "4": { + "Dice": 0.7440205692418081, + "FN": 4677, + "FP": 3885, + "IoU": 0.5923827660080934, + "TN": 199066870, + "TP": 12443, + "n_pred": 16328, + "n_ref": 17120 + }, + "5": { + "Dice": 0.35010854549042825, + "FN": 15633, + "FP": 832, + "IoU": 0.21220095693779906, + "TN": 199066975, + "TP": 4435, + "n_pred": 5267, + "n_ref": 20068 + }, + "6": { + "Dice": 0.8095293362425982, + "FN": 143629, + "FP": 332297, + "IoU": 0.6800077993417625, + "TN": 197600570, + "TP": 1011379, + "n_pred": 1343676, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.3703635446574067, + "FN": 117993, + "FP": 11833, + "IoU": 0.22726758685546608, + "TN": 198919866, + "TP": 38183, + "n_pred": 50016, + "n_ref": 156176 + }, + "8": { + "Dice": 0.8952947802913755, + "FN": 11857, + "FP": 13053, + "IoU": 0.8104377206867162, + "TN": 198956467, + "TP": 106498, + "n_pred": 119551, + "n_ref": 118355 + }, + "9": { + "Dice": 0.8134538681333684, + "FN": 19985, + "FP": 18273, + "IoU": 0.6855644684068644, + "TN": 198966203, + "TP": 83414, + "n_pred": 101687, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8169384304427255, + "FN": 16236, + "FP": 59118, + "IoU": 0.6905290911853729, + "TN": 130831699, + "TP": 168139, + "n_pred": 227257, + "n_ref": 184375 + }, + "10": { + "Dice": 0.5958530897355129, + "FN": 28810, + "FP": 44322, + "IoU": 0.4243523846256779, + "TN": 130948149, + "TP": 53911, + "n_pred": 98233, + "n_ref": 82721 + }, + "11": { + "Dice": 0.3750952018278751, + "FN": 3086, + "FP": 196, + "IoU": 0.23084134052027186, + "TN": 131070925, + "TP": 985, + "n_pred": 1181, + "n_ref": 4071 + }, + "12": { + "Dice": 0.7146338878881, + "FN": 1263, + "FP": 1430, + "IoU": 0.5559769167353669, + "TN": 131069127, + "TP": 3372, + "n_pred": 4802, + "n_ref": 4635 + }, + "13": { + "Dice": 0.35938586177598886, + "FN": 69220, + "FP": 5425, + "IoU": 0.21905568981931933, + "TN": 130979609, + "TP": 20938, + "n_pred": 26363, + "n_ref": 90158 + }, + "14": { + "Dice": 0.433709457387295, + "FN": 15601, + "FP": 91497, + "IoU": 0.2769023023428533, + "TN": 130927082, + "TP": 41012, + "n_pred": 132509, + "n_ref": 56613 + }, + "15": { + "Dice": 0.3258923464134538, + "FN": 4790, + "FP": 89488, + "IoU": 0.19466630220301195, + "TN": 130958125, + "TP": 22789, + "n_pred": 112277, + "n_ref": 27579 + }, + "2": { + "Dice": 0.5512300141649809, + "FN": 96630, + "FP": 6969, + "IoU": 0.3804813873523696, + "TN": 130907967, + "TP": 63626, + "n_pred": 70595, + "n_ref": 160256 + }, + "3": { + "Dice": 0.6722989311569074, + "FN": 10743, + "FP": 164077, + "IoU": 0.5063631768728805, + "TN": 130721045, + "TP": 179327, + "n_pred": 343404, + "n_ref": 190070 + }, + "4": { + "Dice": 0.46176210996313793, + "FN": 50845, + "FP": 990, + "IoU": 0.3001890103955718, + "TN": 131001122, + "TP": 22235, + "n_pred": 23225, + "n_ref": 73080 + }, + "5": { + "Dice": 0.6246045210692833, + "FN": 7888, + "FP": 299, + "IoU": 0.45412721696226166, + "TN": 131060194, + "TP": 6811, + "n_pred": 7110, + "n_ref": 14699 + }, + "6": { + "Dice": 0.8435980377710067, + "FN": 48200, + "FP": 478244, + "IoU": 0.729502426772911, + "TN": 129128986, + "TP": 1419762, + "n_pred": 1898006, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.4776536393137286, + "FN": 361721, + "FP": 546924, + "IoU": 0.31376147481864974, + "TN": 129751097, + "TP": 415450, + "n_pred": 962374, + "n_ref": 777171 + }, + "8": { + "Dice": 0.8716823696040397, + "FN": 14945, + "FP": 18395, + "IoU": 0.7725505177989112, + "TN": 130928610, + "TP": 113242, + "n_pred": 131637, + "n_ref": 128187 + }, + "9": { + "Dice": 0.5951160965701888, + "FN": 33313, + "FP": 10542, + "IoU": 0.42360517841887363, + "TN": 130999107, + "TP": 32230, + "n_pred": 42772, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8775568716728573, + "FN": 10467, + "FP": 46759, + "IoU": 0.7818274703866228, + "TN": 101354903, + "TP": 205071, + "n_pred": 251830, + "n_ref": 215538 + }, + "10": { + "Dice": 0.6175575039436516, + "FN": 20572, + "FP": 10703, + "IoU": 0.44671478611612353, + "TN": 101560674, + "TP": 25251, + "n_pred": 35954, + "n_ref": 45823 + }, + "11": { + "Dice": 0.7763989697963006, + "FN": 1643, + "FP": 267, + "IoU": 0.6345197091465749, + "TN": 101611974, + "TP": 3316, + "n_pred": 3583, + "n_ref": 4959 + }, + "12": { + "Dice": 0.7326777955636863, + "FN": 2286, + "FP": 52, + "IoU": 0.578130638758571, + "TN": 101611658, + "TP": 3204, + "n_pred": 3256, + "n_ref": 5490 + }, + "13": { + "Dice": 0.621475996801891, + "FN": 24328, + "FP": 19228, + "IoU": 0.4508271131732903, + "TN": 101537888, + "TP": 35756, + "n_pred": 54984, + "n_ref": 60084 + }, + "14": { + "Dice": 0.8062541303258509, + "FN": 6259, + "FP": 20420, + "IoU": 0.6753984669667843, + "TN": 101535010, + "TP": 55511, + "n_pred": 75931, + "n_ref": 61770 + }, + "15": { + "Dice": 0.5971627202996331, + "FN": 9988, + "FP": 21418, + "IoU": 0.42568210079730817, + "TN": 101562516, + "TP": 23278, + "n_pred": 44696, + "n_ref": 33266 + }, + "2": { + "Dice": 0.7107883130187279, + "FN": 56471, + "FP": 37823, + "IoU": 0.551335610898052, + "TN": 101407034, + "TP": 115872, + "n_pred": 153695, + "n_ref": 172343 + }, + "3": { + "Dice": 0.8022892678318118, + "FN": 25642, + "FP": 46973, + "IoU": 0.6698522825953526, + "TN": 101397253, + "TP": 147332, + "n_pred": 194305, + "n_ref": 172974 + }, + "4": { + "Dice": 0.4075533136602172, + "FN": 2195, + "FP": 38560, + "IoU": 0.25592901612108154, + "TN": 101562427, + "TP": 14018, + "n_pred": 52578, + "n_ref": 16213 + }, + "5": { + "Dice": 0.4315240968361216, + "FN": 21717, + "FP": 1084, + "IoU": 0.2751231918613893, + "TN": 101585745, + "TP": 8654, + "n_pred": 9738, + "n_ref": 30371 + }, + "6": { + "Dice": 0.8644408430648975, + "FN": 118589, + "FP": 325239, + "IoU": 0.7612468604436612, + "TN": 99758259, + "TP": 1415113, + "n_pred": 1740352, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.7233176473269222, + "FN": 173907, + "FP": 20355, + "IoU": 0.5665603866243332, + "TN": 101169013, + "TP": 253925, + "n_pred": 274280, + "n_ref": 427832 + }, + "8": { + "Dice": 0.9218758505561503, + "FN": 28722, + "FP": 5722, + "IoU": 0.8550739272760933, + "TN": 101379534, + "TP": 203222, + "n_pred": 208944, + "n_ref": 231944 + }, + "9": { + "Dice": 0.8196544276457883, + "FN": 14965, + "FP": 14093, + "IoU": 0.6944190301921317, + "TN": 101522109, + "TP": 66033, + "n_pred": 80126, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9555657151750669, + "FN": 15118, + "FP": 3154, + "IoU": 0.9149122439381028, + "TN": 118967469, + "TP": 196471, + "n_pred": 199625, + "n_ref": 211589 + }, + "10": { + "Dice": 0.444426461067624, + "FN": 50543, + "FP": 24975, + "IoU": 0.2856994220746668, + "TN": 119076489, + "TP": 30205, + "n_pred": 55180, + "n_ref": 80748 + }, + "11": { + "Dice": 0.4470712773465067, + "FN": 2771, + "FP": 363, + "IoU": 0.28788911610997503, + "TN": 119177811, + "TP": 1267, + "n_pred": 1630, + "n_ref": 4038 + }, + "12": { + "Dice": 0.4405964405964406, + "FN": 2761, + "FP": 728, + "IoU": 0.2825416409623689, + "TN": 119177349, + "TP": 1374, + "n_pred": 2102, + "n_ref": 4135 + }, + "13": { + "Dice": 0.24786110972131886, + "FN": 25644, + "FP": 19455, + "IoU": 0.14146202170188463, + "TN": 119129682, + "TP": 7431, + "n_pred": 26886, + "n_ref": 33075 + }, + "14": { + "Dice": 0.3393782998630582, + "FN": 44430, + "FP": 39027, + "IoU": 0.20436821934524377, + "TN": 119077318, + "TP": 21437, + "n_pred": 60464, + "n_ref": 65867 + }, + "15": { + "Dice": 0.29401312867084545, + "FN": 8806, + "FP": 48410, + "IoU": 0.17234196441487054, + "TN": 119113082, + "TP": 11914, + "n_pred": 60324, + "n_ref": 20720 + }, + "2": { + "Dice": 0.612589849968643, + "FN": 91899, + "FP": 36591, + "IoU": 0.4415347905266498, + "TN": 118952135, + "TP": 101587, + "n_pred": 138178, + "n_ref": 193486 + }, + "3": { + "Dice": 0.8377026403397719, + "FN": 27276, + "FP": 38489, + "IoU": 0.7207300553316716, + "TN": 118946723, + "TP": 169724, + "n_pred": 208213, + "n_ref": 197000 + }, + "4": { + "Dice": 0.2615800088879773, + "FN": 35685, + "FP": 7517, + "IoU": 0.15046997286349156, + "TN": 119131358, + "TP": 7652, + "n_pred": 15169, + "n_ref": 43337 + }, + "5": { + "Dice": 0.6391317686761774, + "FN": 9389, + "FP": 21, + "IoU": 0.4696500028180127, + "TN": 119164469, + "TP": 8333, + "n_pred": 8354, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9304701664312771, + "FN": 48388, + "FP": 204262, + "IoU": 0.8699805626988052, + "TN": 117239041, + "TP": 1690521, + "n_pred": 1894783, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.5328664319418313, + "FN": 172161, + "FP": 47815, + "IoU": 0.3632023992519707, + "TN": 118836771, + "TP": 125465, + "n_pred": 173280, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9425259124625436, + "FN": 5416, + "FP": 3944, + "IoU": 0.8912992985553027, + "TN": 119096104, + "TP": 76748, + "n_pred": 80692, + "n_ref": 82164 + }, + "9": { + "Dice": 0.8444070755564684, + "FN": 19740, + "FP": 4502, + "IoU": 0.7307132621663353, + "TN": 119092189, + "TP": 65781, + "n_pred": 70283, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 53830, + "IoU": 0.0, + "TN": 61278650, + "TP": 0, + "n_pred": 53830, + "n_ref": 0 + }, + "10": { + "Dice": 0.5610682810701729, + "FN": 16634, + "FP": 11207, + "IoU": 0.3899200175304043, + "TN": 61286845, + "TP": 17794, + "n_pred": 29001, + "n_ref": 34428 + }, + "11": { + "Dice": 0.8203147353361946, + "FN": 997, + "FP": 259, + "IoU": 0.6953674508852777, + "TN": 61328357, + "TP": 2867, + "n_pred": 3126, + "n_ref": 3864 + }, + "12": { + "Dice": 0.6928026692087702, + "FN": 1943, + "FP": 635, + "IoU": 0.5299908842297174, + "TN": 61326995, + "TP": 2907, + "n_pred": 3542, + "n_ref": 4850 + }, + "13": { + "Dice": 0.28780501694143107, + "FN": 42588, + "FP": 7438, + "IoU": 0.1680912628463099, + "TN": 61272346, + "TP": 10108, + "n_pred": 17546, + "n_ref": 52696 + }, + "14": { + "Dice": 0.6967930561900411, + "FN": 118048, + "FP": 14696, + "IoU": 0.5346756779494658, + "TN": 61047208, + "TP": 152528, + "n_pred": 167224, + "n_ref": 270576 + }, + "15": { + "Dice": 0.3500657995409334, + "FN": 69632, + "FP": 36551, + "IoU": 0.21216955163638251, + "TN": 61197701, + "TP": 28596, + "n_pred": 65147, + "n_ref": 98228 + }, + "2": { + "Dice": 0.625359086146879, + "FN": 86927, + "FP": 1755, + "IoU": 0.45492541349871235, + "TN": 61169783, + "TP": 74015, + "n_pred": 75770, + "n_ref": 160942 + }, + "3": { + "Dice": 0.7456606327186601, + "FN": 7436, + "FP": 75251, + "IoU": 0.5944648252050064, + "TN": 61128584, + "TP": 121209, + "n_pred": 196460, + "n_ref": 128645 + }, + "4": { + "Dice": 0.8078616140539813, + "FN": 12183, + "FP": 2090, + "IoU": 0.6776575803428262, + "TN": 61288201, + "TP": 30006, + "n_pred": 32096, + "n_ref": 42189 + }, + "5": { + "Dice": 0.6531541455533524, + "FN": 4125, + "FP": 598, + "IoU": 0.4849509269356598, + "TN": 61323310, + "TP": 4447, + "n_pred": 5045, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9274946392001916, + "FN": 32621, + "FP": 150847, + "IoU": 0.8647925437953272, + "TN": 59975543, + "TP": 1173469, + "n_pred": 1324316, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.3339834502837195, + "FN": 156964, + "FP": 31536, + "IoU": 0.20046826686121233, + "TN": 61096717, + "TP": 47263, + "n_pred": 78799, + "n_ref": 204227 + }, + "8": { + "Dice": 0.8875555582142408, + "FN": 8028, + "FP": 10769, + "IoU": 0.7978425931900798, + "TN": 61239498, + "TP": 74185, + "n_pred": 84954, + "n_ref": 82213 + }, + "9": { + "Dice": 0.78159757330637, + "FN": 13902, + "FP": 13746, + "IoU": 0.64149377593361, + "TN": 61255360, + "TP": 49472, + "n_pred": 63218, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9012397947215754, + "FN": 19631, + "FP": 14893, + "IoU": 0.820233377940005, + "TN": 148915451, + "TP": 157525, + "n_pred": 172418, + "n_ref": 177156 + }, + "10": { + "Dice": 0.7662874947268704, + "FN": 21032, + "FP": 10547, + "IoU": 0.6211232288329794, + "TN": 149024151, + "TP": 51770, + "n_pred": 62317, + "n_ref": 72802 + }, + "11": { + "Dice": 0.8112740430394211, + "FN": 474, + "FP": 517, + "IoU": 0.6824735661646908, + "TN": 149104379, + "TP": 2130, + "n_pred": 2647, + "n_ref": 2604 + }, + "12": { + "Dice": 0.5576519916142557, + "FN": 1166, + "FP": 311, + "IoU": 0.3866279069767442, + "TN": 149105092, + "TP": 931, + "n_pred": 1242, + "n_ref": 2097 + }, + "13": { + "Dice": 0.3617391584613153, + "FN": 61920, + "FP": 17292, + "IoU": 0.22080681494014304, + "TN": 149005841, + "TP": 22447, + "n_pred": 39739, + "n_ref": 84367 + }, + "14": { + "Dice": 0.845569099418814, + "FN": 10864, + "FP": 19162, + "IoU": 0.7324553587340058, + "TN": 148995272, + "TP": 82202, + "n_pred": 101364, + "n_ref": 93066 + }, + "15": { + "Dice": 0.6571821014193346, + "FN": 8618, + "FP": 22081, + "IoU": 0.4894052291930011, + "TN": 149047376, + "TP": 29425, + "n_pred": 51506, + "n_ref": 38043 + }, + "2": { + "Dice": 0.9406541755199279, + "FN": 10911, + "FP": 7523, + "IoU": 0.8879575996644927, + "TN": 148942973, + "TP": 146093, + "n_pred": 153616, + "n_ref": 157004 + }, + "3": { + "Dice": 0.6456703367568541, + "FN": 26044, + "FP": 11319, + "IoU": 0.476745325957566, + "TN": 149036095, + "TP": 34042, + "n_pred": 45361, + "n_ref": 60086 + }, + "4": { + "Dice": 0.8146974275816319, + "FN": 3727, + "FP": 6329, + "IoU": 0.6873328773086251, + "TN": 149075338, + "TP": 22106, + "n_pred": 28435, + "n_ref": 25833 + }, + "5": { + "Dice": 0.03839888294158715, + "FN": 33056, + "FP": 0, + "IoU": 0.019575275833432198, + "TN": 149073784, + "TP": 660, + "n_pred": 660, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9251904807874517, + "FN": 71002, + "FP": 96384, + "IoU": 0.8607948331768461, + "TN": 147905059, + "TP": 1035055, + "n_pred": 1131439, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.31811111746247595, + "FN": 222265, + "FP": 4386, + "IoU": 0.18913919983972466, + "TN": 148827981, + "TP": 52868, + "n_pred": 57254, + "n_ref": 275133 + }, + "8": { + "Dice": 0.9188861266988019, + "FN": 20042, + "FP": 16861, + "IoU": 0.8499438860154191, + "TN": 148861572, + "TP": 209025, + "n_pred": 225886, + "n_ref": 229067 + }, + "9": { + "Dice": 0.7326039066838345, + "FN": 27460, + "FP": 16359, + "IoU": 0.5780386341313098, + "TN": 149003654, + "TP": 60027, + "n_pred": 76386, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.2792669963488469, + "FN": 430509, + "FP": 6137, + "IoU": 0.1622953681694264, + "TN": 100191559, + "TP": 84595, + "n_pred": 90732, + "n_ref": 515104 + }, + "10": { + "Dice": 0.009479863855449208, + "FN": 38056, + "FP": 48668, + "IoU": 0.004762505881407865, + "TN": 100625661, + "TP": 415, + "n_pred": 49083, + "n_ref": 38471 + }, + "11": { + "Dice": 0.4475070936359951, + "FN": 2377, + "FP": 349, + "IoU": 0.28825065274151435, + "TN": 100708970, + "TP": 1104, + "n_pred": 1453, + "n_ref": 3481 + }, + "12": { + "Dice": 0.4261033031957748, + "FN": 3493, + "FP": 2918, + "IoU": 0.27073142987145943, + "TN": 100704009, + "TP": 2380, + "n_pred": 5298, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0, + "FN": 39155, + "FP": 33, + "IoU": 0.0, + "TN": 100673612, + "TP": 0, + "n_pred": 33, + "n_ref": 39155 + }, + "14": { + "Dice": 0.5421701620867949, + "FN": 79236, + "FP": 46854, + "IoU": 0.3719022261630195, + "TN": 100512051, + "TP": 74659, + "n_pred": 121513, + "n_ref": 153895 + }, + "15": { + "Dice": 0.6815906522026335, + "FN": 25618, + "FP": 39455, + "IoU": 0.5169795354844456, + "TN": 100578079, + "TP": 69648, + "n_pred": 109103, + "n_ref": 95266 + }, + "2": { + "Dice": 0.5346244949143096, + "FN": 125720, + "FP": 61320, + "IoU": 0.36483788152514973, + "TN": 100418324, + "TP": 107436, + "n_pred": 168756, + "n_ref": 233156 + }, + "3": { + "Dice": 0.6189521535938661, + "FN": 83160, + "FP": 90184, + "IoU": 0.4481757494532501, + "TN": 100398671, + "TP": 140785, + "n_pred": 230969, + "n_ref": 223945 + }, + "4": { + "Dice": 0.1255181157653484, + "FN": 53791, + "FP": 8, + "IoU": 0.06696149843912591, + "TN": 100655140, + "TP": 3861, + "n_pred": 3869, + "n_ref": 57652 + }, + "5": { + "Dice": 0.10530491951938337, + "FN": 15544, + "FP": 242, + "IoU": 0.05557882141788813, + "TN": 100696085, + "TP": 929, + "n_pred": 1171, + "n_ref": 16473 + }, + "6": { + "Dice": 0.4679317177217638, + "FN": 1227544, + "FP": 706695, + "IoU": 0.30542484505059647, + "TN": 97928020, + "TP": 850541, + "n_pred": 1557236, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.4916228035718962, + "FN": 78430, + "FP": 115704, + "IoU": 0.32592829216463776, + "TN": 100424798, + "TP": 93868, + "n_pred": 209572, + "n_ref": 172298 + }, + "8": { + "Dice": 0.8511481133342286, + "FN": 4584, + "FP": 30888, + "IoU": 0.7408684471977091, + "TN": 100575912, + "TP": 101416, + "n_pred": 132304, + "n_ref": 106000 + }, + "9": { + "Dice": 0.5131615035219983, + "FN": 63499, + "FP": 9278, + "IoU": 0.34513600820638335, + "TN": 100601667, + "TP": 38356, + "n_pred": 47634, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9154869520723179, + "FN": 2689, + "FP": 11185, + "IoU": 0.8441456318314068, + "TN": 78861681, + "TP": 75145, + "n_pred": 86330, + "n_ref": 77834 + }, + "10": { + "Dice": 0.4920538460121909, + "FN": 25584, + "FP": 1999, + "IoU": 0.3263073052780695, + "TN": 78909757, + "TP": 13360, + "n_pred": 15359, + "n_ref": 38944 + }, + "11": { + "Dice": 0.5235211923614346, + "FN": 806, + "FP": 217, + "IoU": 0.35457413249211356, + "TN": 78949115, + "TP": 562, + "n_pred": 779, + "n_ref": 1368 + }, + "12": { + "Dice": 0.32356608478802995, + "FN": 2041, + "FP": 129, + "IoU": 0.1930085533655634, + "TN": 78948011, + "TP": 519, + "n_pred": 648, + "n_ref": 2560 + }, + "13": { + "Dice": 0.324672597958166, + "FN": 47034, + "FP": 4430, + "IoU": 0.19379650661862616, + "TN": 78886865, + "TP": 12371, + "n_pred": 16801, + "n_ref": 59405 + }, + "14": { + "Dice": 0.4668374608596641, + "FN": 10869, + "FP": 26591, + "IoU": 0.3044931303379131, + "TN": 78896840, + "TP": 16400, + "n_pred": 42991, + "n_ref": 27269 + }, + "15": { + "Dice": 0.8462828698192836, + "FN": 12196, + "FP": 4850, + "IoU": 0.7335271772264691, + "TN": 78886731, + "TP": 46923, + "n_pred": 51773, + "n_ref": 59119 + }, + "2": { + "Dice": 0.8417675479072797, + "FN": 22590, + "FP": 6558, + "IoU": 0.7267690923237, + "TN": 78844021, + "TP": 77531, + "n_pred": 84089, + "n_ref": 100121 + }, + "3": { + "Dice": 0.9121685299824448, + "FN": 10634, + "FP": 3625, + "IoU": 0.8385200788204118, + "TN": 78862398, + "TP": 74043, + "n_pred": 77668, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8058496372208577, + "FN": 2856, + "FP": 4021, + "IoU": 0.6748309612747647, + "TN": 78929551, + "TP": 14272, + "n_pred": 18293, + "n_ref": 17128 + }, + "5": { + "Dice": 0.13063846874581717, + "FN": 32358, + "FP": 117, + "IoU": 0.06988400400973793, + "TN": 78915785, + "TP": 2440, + "n_pred": 2557, + "n_ref": 34798 + }, + "6": { + "Dice": 0.9055221100578873, + "FN": 85050, + "FP": 44751, + "IoU": 0.8273553247437284, + "TN": 78198861, + "TP": 622038, + "n_pred": 666789, + "n_ref": 707088 + }, + "7": { + "Dice": 0.03203655126064994, + "FN": 709291, + "FP": 5097, + "IoU": 0.01627903774390328, + "TN": 78224490, + "TP": 11822, + "n_pred": 16919, + "n_ref": 721113 + }, + "8": { + "Dice": 0.7491103995958726, + "FN": 129431, + "FP": 5659, + "IoU": 0.598862121288606, + "TN": 78613933, + "TP": 201677, + "n_pred": 207336, + "n_ref": 331108 + }, + "9": { + "Dice": 0.5176797450474534, + "FN": 34875, + "FP": 6442, + "IoU": 0.3492361001732556, + "TN": 78887210, + "TP": 22173, + "n_pred": 28615, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7750156502256927, + "FN": 7066, + "FP": 74876, + "IoU": 0.6326739197676139, + "TN": 104781363, + "TP": 141135, + "n_pred": 216011, + "n_ref": 148201 + }, + "10": { + "Dice": 0.5775467077457834, + "FN": 28747, + "FP": 56815, + "IoU": 0.4060215621073385, + "TN": 104860391, + "TP": 58487, + "n_pred": 115302, + "n_ref": 87234 + }, + "11": { + "Dice": 0.7308584686774942, + "FN": 1811, + "FP": 45, + "IoU": 0.5758683729433273, + "TN": 105000064, + "TP": 2520, + "n_pred": 2565, + "n_ref": 4331 + }, + "12": { + "Dice": 0.6390910251500064, + "FN": 2330, + "FP": 497, + "IoU": 0.46960600375234524, + "TN": 104999110, + "TP": 2503, + "n_pred": 3000, + "n_ref": 4833 + }, + "13": { + "Dice": 0.6150337503883413, + "FN": 34265, + "FP": 20257, + "IoU": 0.4440785113433597, + "TN": 104906365, + "TP": 43553, + "n_pred": 63810, + "n_ref": 77818 + }, + "14": { + "Dice": 0.8962513589327177, + "FN": 3305, + "FP": 12155, + "IoU": 0.812006760947019, + "TN": 104922203, + "TP": 66777, + "n_pred": 78932, + "n_ref": 70082 + }, + "15": { + "Dice": 0.636310841142032, + "FN": 4090, + "FP": 19081, + "IoU": 0.4666098846711632, + "TN": 104960999, + "TP": 20270, + "n_pred": 39351, + "n_ref": 24360 + }, + "2": { + "Dice": 0.79891665934397, + "FN": 43465, + "FP": 20609, + "IoU": 0.6651633840059783, + "TN": 104813081, + "TP": 127285, + "n_pred": 147894, + "n_ref": 170750 + }, + "3": { + "Dice": 0.8351111997912606, + "FN": 17518, + "FP": 36197, + "IoU": 0.7169020765257721, + "TN": 104814700, + "TP": 136025, + "n_pred": 172222, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 13419, + "IoU": 0.0, + "TN": 104991021, + "TP": 0, + "n_pred": 13419, + "n_ref": 0 + }, + "5": { + "Dice": 0.2906835050404343, + "FN": 24832, + "FP": 780, + "IoU": 0.17005832793259884, + "TN": 104973580, + "TP": 5248, + "n_pred": 6028, + "n_ref": 30080 + }, + "6": { + "Dice": 0.8064922189788618, + "FN": 65653, + "FP": 495906, + "IoU": 0.675732686291199, + "TN": 103272662, + "TP": 1170219, + "n_pred": 1666125, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.6859352569536713, + "FN": 88896, + "FP": 40401, + "IoU": 0.5219950239008033, + "TN": 104733947, + "TP": 141196, + "n_pred": 181597, + "n_ref": 230092 + }, + "8": { + "Dice": 0.9207874649383581, + "FN": 48080, + "FP": 6650, + "IoU": 0.8532030856051585, + "TN": 104631612, + "TP": 318098, + "n_pred": 324748, + "n_ref": 366178 + }, + "9": { + "Dice": 0.7926603706561814, + "FN": 28842, + "FP": 5012, + "IoU": 0.6565347077085405, + "TN": 104905874, + "TP": 64712, + "n_pred": 69724, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7159612687813022, + "FN": 150082, + "FP": 62592, + "IoU": 0.5575854149677978, + "TN": 177195576, + "TP": 268038, + "n_pred": 330630, + "n_ref": 418120 + }, + "10": { + "Dice": 0.3731037423152567, + "FN": 44833, + "FP": 46329, + "IoU": 0.22933468594133063, + "TN": 177557998, + "TP": 27128, + "n_pred": 73457, + "n_ref": 71961 + }, + "11": { + "Dice": 0.7529709228824273, + "FN": 1765, + "FP": 189, + "IoU": 0.6038118410381184, + "TN": 177671356, + "TP": 2978, + "n_pred": 3167, + "n_ref": 4743 + }, + "12": { + "Dice": 0.6767255939646436, + "FN": 2193, + "FP": 678, + "IoU": 0.5114023144996597, + "TN": 177670412, + "TP": 3005, + "n_pred": 3683, + "n_ref": 5198 + }, + "13": { + "Dice": 0.7203602806650716, + "FN": 23338, + "FP": 18389, + "IoU": 0.5629399195575666, + "TN": 177580816, + "TP": 53745, + "n_pred": 72134, + "n_ref": 77083 + }, + "14": { + "Dice": 0.8988059434070926, + "FN": 6015, + "FP": 9799, + "IoU": 0.8162103110036726, + "TN": 177590244, + "TP": 70230, + "n_pred": 80029, + "n_ref": 76245 + }, + "15": { + "Dice": 0.2396813329532136, + "FN": 8036, + "FP": 87974, + "IoU": 0.13615792267619192, + "TN": 177565145, + "TP": 15133, + "n_pred": 103107, + "n_ref": 23169 + }, + "2": { + "Dice": 0.7776490106032555, + "FN": 52650, + "FP": 39828, + "IoU": 0.6361912554977694, + "TN": 177422094, + "TP": 161716, + "n_pred": 201544, + "n_ref": 214366 + }, + "3": { + "Dice": 0.7609938979357995, + "FN": 51967, + "FP": 45444, + "IoU": 0.6141970541290908, + "TN": 177423799, + "TP": 155078, + "n_pred": 200522, + "n_ref": 207045 + }, + "4": { + "Dice": 0.7894556365195028, + "FN": 6806, + "FP": 7930, + "IoU": 0.6521492812123787, + "TN": 177633925, + "TP": 27627, + "n_pred": 35557, + "n_ref": 34433 + }, + "5": { + "Dice": 0.11901244988394176, + "FN": 29207, + "FP": 18, + "IoU": 0.06327125869418891, + "TN": 177645089, + "TP": 1974, + "n_pred": 1992, + "n_ref": 31181 + }, + "6": { + "Dice": 0.7958350854069755, + "FN": 264034, + "FP": 526897, + "IoU": 0.6609020706071197, + "TN": 175343832, + "TP": 1541525, + "n_pred": 2068422, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.57090408975751, + "FN": 171011, + "FP": 125387, + "IoU": 0.39948619659868634, + "TN": 177182714, + "TP": 197176, + "n_pred": 322563, + "n_ref": 368187 + }, + "8": { + "Dice": 0.8804893585131894, + "FN": 11457, + "FP": 39575, + "IoU": 0.786494853987114, + "TN": 177437268, + "TP": 187988, + "n_pred": 227563, + "n_ref": 199445 + }, + "9": { + "Dice": 0.808312476421887, + "FN": 35591, + "FP": 11664, + "IoU": 0.6782923043407222, + "TN": 177529400, + "TP": 99633, + "n_pred": 111297, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8887382980932655, + "FN": 24438, + "FP": 16280, + "IoU": 0.7997560759705324, + "TN": 193802193, + "TP": 162624, + "n_pred": 178904, + "n_ref": 187062 + }, + "10": { + "Dice": 0.7778678423386911, + "FN": 28028, + "FP": 5679, + "IoU": 0.6364842275545969, + "TN": 193912810, + "TP": 59018, + "n_pred": 64697, + "n_ref": 87046 + }, + "11": { + "Dice": 0.7402234636871509, + "FN": 1257, + "FP": 45, + "IoU": 0.5875831485587583, + "TN": 194002378, + "TP": 1855, + "n_pred": 1900, + "n_ref": 3112 + }, + "12": { + "Dice": 0.747614650661742, + "FN": 1521, + "FP": 119, + "IoU": 0.5969525681985746, + "TN": 194001466, + "TP": 2429, + "n_pred": 2548, + "n_ref": 3950 + }, + "13": { + "Dice": 0.6939388063099142, + "FN": 25724, + "FP": 10577, + "IoU": 0.5313218168203062, + "TN": 193928081, + "TP": 41153, + "n_pred": 51730, + "n_ref": 66877 + }, + "14": { + "Dice": 0.8667219599336481, + "FN": 7977, + "FP": 12913, + "IoU": 0.7647919833361482, + "TN": 193916720, + "TP": 67925, + "n_pred": 80838, + "n_ref": 75902 + }, + "15": { + "Dice": 0.7689213465594001, + "FN": 1277, + "FP": 10557, + "IoU": 0.6245915680614155, + "TN": 193974012, + "TP": 19689, + "n_pred": 30246, + "n_ref": 20966 + }, + "2": { + "Dice": 0.8024261907289186, + "FN": 6605, + "FP": 58542, + "IoU": 0.6700432027795645, + "TN": 193808094, + "TP": 132294, + "n_pred": 190836, + "n_ref": 138899 + }, + "3": { + "Dice": 0.6594302673510595, + "FN": 66787, + "FP": 3212, + "IoU": 0.49190299563756196, + "TN": 193867768, + "TP": 67768, + "n_pred": 70980, + "n_ref": 134555 + }, + "4": { + "Dice": 0.930402405842761, + "FN": 1538, + "FP": 1378, + "IoU": 0.8698620966662204, + "TN": 193983128, + "TP": 19491, + "n_pred": 20869, + "n_ref": 21029 + }, + "5": { + "Dice": 0.33063977155355734, + "FN": 21828, + "FP": 206, + "IoU": 0.19806376474013684, + "TN": 193978059, + "TP": 5442, + "n_pred": 5648, + "n_ref": 27270 + }, + "6": { + "Dice": 0.8574976975429023, + "FN": 85423, + "FP": 346579, + "IoU": 0.7505435181169818, + "TN": 192273762, + "TP": 1299771, + "n_pred": 1646350, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.45881097488676514, + "FN": 225234, + "FP": 2980, + "IoU": 0.29769935251975677, + "TN": 193680583, + "TP": 96738, + "n_pred": 99718, + "n_ref": 321972 + }, + "8": { + "Dice": 0.9310371293855054, + "FN": 16989, + "FP": 16256, + "IoU": 0.8709723742325097, + "TN": 193747877, + "TP": 224413, + "n_pred": 240669, + "n_ref": 241402 + }, + "9": { + "Dice": 0.7335224532992667, + "FN": 39850, + "FP": 2703, + "IoU": 0.5791831487341772, + "TN": 193904415, + "TP": 58567, + "n_pred": 61270, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7581988494972451, + "FN": 2025, + "FP": 69685, + "IoU": 0.6105638162682336, + "TN": 99471662, + "TP": 112428, + "n_pred": 182113, + "n_ref": 114453 + }, + "10": { + "Dice": 0.7402419984387197, + "FN": 26169, + "FP": 5775, + "IoU": 0.5876065065840433, + "TN": 99578340, + "TP": 45516, + "n_pred": 51291, + "n_ref": 71685 + }, + "11": { + "Dice": 0.182657274714598, + "FN": 3266, + "FP": 99, + "IoU": 0.10050788559208768, + "TN": 99652059, + "TP": 376, + "n_pred": 475, + "n_ref": 3642 + }, + "12": { + "Dice": 0.49440214957456335, + "FN": 1912, + "FP": 1475, + "IoU": 0.32837596668649616, + "TN": 99650757, + "TP": 1656, + "n_pred": 3131, + "n_ref": 3568 + }, + "13": { + "Dice": 0.30001997469871494, + "FN": 36419, + "FP": 5633, + "IoU": 0.1764844117186276, + "TN": 99604736, + "TP": 9012, + "n_pred": 14645, + "n_ref": 45431 + }, + "14": { + "Dice": 0.3593865445832384, + "FN": 28117, + "FP": 64656, + "IoU": 0.21905619717835617, + "TN": 99537004, + "TP": 26023, + "n_pred": 90679, + "n_ref": 54140 + }, + "15": { + "Dice": 0.26954239978942, + "FN": 21563, + "FP": 67238, + "IoU": 0.15576365451347626, + "TN": 99550615, + "TP": 16384, + "n_pred": 83622, + "n_ref": 37947 + }, + "2": { + "Dice": 0.44665132289688586, + "FN": 81470, + "FP": 995, + "IoU": 0.28754092978651713, + "TN": 99540053, + "TP": 33282, + "n_pred": 34277, + "n_ref": 114752 + }, + "3": { + "Dice": 0.7620300897028353, + "FN": 5388, + "FP": 68574, + "IoU": 0.6155481513439337, + "TN": 99463417, + "TP": 118421, + "n_pred": 186995, + "n_ref": 123809 + }, + "4": { + "Dice": 0.785153424940593, + "FN": 3707, + "FP": 4611, + "IoU": 0.6462984224178254, + "TN": 99632283, + "TP": 15199, + "n_pred": 19810, + "n_ref": 18906 + }, + "5": { + "Dice": 0.9122140194430232, + "FN": 726, + "FP": 475, + "IoU": 0.8385969627738207, + "TN": 99648359, + "TP": 6240, + "n_pred": 6715, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9401985068914145, + "FN": 98880, + "FP": 60798, + "IoU": 0.8871458598663091, + "TN": 98240894, + "TP": 1255228, + "n_pred": 1316026, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.8080982002260283, + "FN": 37908, + "FP": 23391, + "IoU": 0.6779905864554222, + "TN": 99465436, + "TP": 129065, + "n_pred": 152456, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9581660563259673, + "FN": 5813, + "FP": 2492, + "IoU": 0.9196917245247258, + "TN": 99552386, + "TP": 95109, + "n_pred": 97601, + "n_ref": 100922 + }, + "9": { + "Dice": 0.8473317044587677, + "FN": 18892, + "FP": 8726, + "IoU": 0.7351045463264915, + "TN": 99551540, + "TP": 76642, + "n_pred": 85368, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5689821808489604, + "FN": 267067, + "FP": 5416, + "IoU": 0.3976066358045161, + "TN": 62631186, + "TP": 179851, + "n_pred": 185267, + "n_ref": 446918 + }, + "10": { + "Dice": 0.7179100597868469, + "FN": 15609, + "FP": 27799, + "IoU": 0.5599529621669843, + "TN": 62984876, + "TP": 55236, + "n_pred": 83035, + "n_ref": 70845 + }, + "11": { + "Dice": 0.7837968172319563, + "FN": 1107, + "FP": 238, + "IoU": 0.6444620671424796, + "TN": 63079737, + "TP": 2438, + "n_pred": 2676, + "n_ref": 3545 + }, + "12": { + "Dice": 0.8035804762709002, + "FN": 1123, + "FP": 40, + "IoU": 0.6716544325239977, + "TN": 63079978, + "TP": 2379, + "n_pred": 2419, + "n_ref": 3502 + }, + "13": { + "Dice": 0.5130686817452513, + "FN": 25829, + "FP": 11803, + "IoU": 0.3450520380103728, + "TN": 63026062, + "TP": 19826, + "n_pred": 31629, + "n_ref": 45655 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 63, + "IoU": 0.0, + "TN": 63083457, + "TP": 0, + "n_pred": 63, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 63083496, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "2": { + "Dice": 0.7406089796216226, + "FN": 2187, + "FP": 83121, + "IoU": 0.5880691283626197, + "TN": 62876427, + "TP": 121785, + "n_pred": 204906, + "n_ref": 123972 + }, + "3": { + "Dice": 0.5053785383202636, + "FN": 84249, + "FP": 586, + "IoU": 0.3381314608933099, + "TN": 62955345, + "TP": 43340, + "n_pred": 43926, + "n_ref": 127589 + }, + "4": { + "Dice": 0.17831185192363602, + "FN": 16189, + "FP": 769, + "IoU": 0.09788275348441323, + "TN": 63064722, + "TP": 1840, + "n_pred": 2609, + "n_ref": 18029 + }, + "5": { + "Dice": 0.36276940682815184, + "FN": 13150, + "FP": 214, + "IoU": 0.22157502329916123, + "TN": 63066352, + "TP": 3804, + "n_pred": 4018, + "n_ref": 16954 + }, + "6": { + "Dice": 0.7916720495542969, + "FN": 198213, + "FP": 292011, + "IoU": 0.6551797872939058, + "TN": 61661840, + "TP": 931456, + "n_pred": 1223467, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.2523418884260691, + "FN": 128911, + "FP": 35505, + "IoU": 0.144388588794871, + "TN": 62891358, + "TP": 27746, + "n_pred": 63251, + "n_ref": 156657 + }, + "8": { + "Dice": 0.849533689565741, + "FN": 22370, + "FP": 9365, + "IoU": 0.7384255252507769, + "TN": 62962197, + "TP": 89588, + "n_pred": 98953, + "n_ref": 111958 + }, + "9": { + "Dice": 0.8619170440942355, + "FN": 7968, + "FP": 3221, + "IoU": 0.7573411407503795, + "TN": 63037410, + "TP": 34921, + "n_pred": 38142, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9501356226147648, + "FN": 21577, + "FP": 8958, + "IoU": 0.9050079639630672, + "TN": 109287370, + "TP": 290913, + "n_pred": 299871, + "n_ref": 312490 + }, + "10": { + "Dice": 0.4655042002744402, + "FN": 53156, + "FP": 26695, + "IoU": 0.30335970965687514, + "TN": 109494195, + "TP": 34772, + "n_pred": 61467, + "n_ref": 87928 + }, + "11": { + "Dice": 0.602895259721828, + "FN": 2342, + "FP": 456, + "IoU": 0.4315318976026006, + "TN": 109603896, + "TP": 2124, + "n_pred": 2580, + "n_ref": 4466 + }, + "12": { + "Dice": 0.578827805542935, + "FN": 2170, + "FP": 611, + "IoU": 0.40728900255754474, + "TN": 109604126, + "TP": 1911, + "n_pred": 2522, + "n_ref": 4081 + }, + "13": { + "Dice": 0.09418046349212794, + "FN": 76140, + "FP": 13095, + "IoU": 0.04941730404584869, + "TN": 109514944, + "TP": 4639, + "n_pred": 17734, + "n_ref": 80779 + }, + "14": { + "Dice": 0.45479574980115434, + "FN": 41166, + "FP": 92499, + "IoU": 0.2943272708074862, + "TN": 109419403, + "TP": 55750, + "n_pred": 148249, + "n_ref": 96916 + }, + "15": { + "Dice": 0.657479433783864, + "FN": 31571, + "FP": 43416, + "IoU": 0.48973509257810105, + "TN": 109461861, + "TP": 71970, + "n_pred": 115386, + "n_ref": 103541 + }, + "2": { + "Dice": 0.6319980321237576, + "FN": 110006, + "FP": 11173, + "IoU": 0.46198620101760834, + "TN": 109383584, + "TP": 104055, + "n_pred": 115228, + "n_ref": 214061 + }, + "3": { + "Dice": 0.8002265786088867, + "FN": 23891, + "FP": 86850, + "IoU": 0.666981418609057, + "TN": 109276281, + "TP": 221796, + "n_pred": 308646, + "n_ref": 245687 + }, + "4": { + "Dice": 0.0027123997871281178, + "FN": 50211, + "FP": 7882, + "IoU": 0.0013580416695317334, + "TN": 109550646, + "TP": 79, + "n_pred": 7961, + "n_ref": 50290 + }, + "5": { + "Dice": 0.5774913753824122, + "FN": 6116, + "FP": 375, + "IoU": 0.40596687105335405, + "TN": 109597891, + "TP": 4436, + "n_pred": 4811, + "n_ref": 10552 + }, + "6": { + "Dice": 0.8351455632031172, + "FN": 43761, + "FP": 432637, + "IoU": 0.7169527254406145, + "TN": 107925714, + "TP": 1206706, + "n_pred": 1639343, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.562864202402474, + "FN": 707281, + "FP": 54881, + "IoU": 0.39165693551257974, + "TN": 108355969, + "TP": 490687, + "n_pred": 545568, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.935756699314183, + "FN": 4004, + "FP": 7724, + "IoU": 0.8792695229663792, + "TN": 109511676, + "TP": 85414, + "n_pred": 93138, + "n_ref": 89418 + }, + "9": { + "Dice": 0.5515974905480078, + "FN": 22010, + "FP": 31953, + "IoU": 0.3808316313651697, + "TN": 109521664, + "TP": 33191, + "n_pred": 65144, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7109279129039363, + "FN": 2291, + "FP": 43644, + "IoU": 0.5515036125756688, + "TN": 66964932, + "TP": 56485, + "n_pred": 100129, + "n_ref": 58776 + }, + "10": { + "Dice": 0.5397851186658115, + "FN": 45135, + "FP": 12263, + "IoU": 0.3696614283047255, + "TN": 66976293, + "TP": 33661, + "n_pred": 45924, + "n_ref": 78796 + }, + "11": { + "Dice": 0.40930938527700483, + "FN": 2317, + "FP": 18, + "IoU": 0.25731552162849874, + "TN": 67064208, + "TP": 809, + "n_pred": 827, + "n_ref": 3126 + }, + "12": { + "Dice": 0.7379912663755459, + "FN": 945, + "FP": 735, + "IoU": 0.5847750865051903, + "TN": 67063306, + "TP": 2366, + "n_pred": 3101, + "n_ref": 3311 + }, + "13": { + "Dice": 0.20741235950361425, + "FN": 33247, + "FP": 4691, + "IoU": 0.11570556151228381, + "TN": 67024450, + "TP": 4964, + "n_pred": 9655, + "n_ref": 38211 + }, + "14": { + "Dice": 0.7978821027486053, + "FN": 20699, + "FP": 7053, + "IoU": 0.6637303250978444, + "TN": 66984823, + "TP": 54777, + "n_pred": 61830, + "n_ref": 75476 + }, + "15": { + "Dice": 0.4459297685554669, + "FN": 13482, + "FP": 30950, + "IoU": 0.28694312491975865, + "TN": 67005040, + "TP": 17880, + "n_pred": 48830, + "n_ref": 31362 + }, + "2": { + "Dice": 0.7277965974213071, + "FN": 20246, + "FP": 73849, + "IoU": 0.5720756570420261, + "TN": 66847465, + "TP": 125792, + "n_pred": 199641, + "n_ref": 146038 + }, + "3": { + "Dice": 0.626119405922666, + "FN": 80840, + "FP": 14141, + "IoU": 0.455730584318467, + "TN": 66892841, + "TP": 79530, + "n_pred": 93671, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 17, + "IoU": 0.0, + "TN": 67054296, + "TP": 0, + "n_pred": 17, + "n_ref": 13039 + }, + "5": { + "Dice": 0.666422126036241, + "FN": 4379, + "FP": 168, + "IoU": 0.49972494223786995, + "TN": 67058263, + "TP": 4542, + "n_pred": 4710, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9028006207486693, + "FN": 146154, + "FP": 54900, + "IoU": 0.8228227593098817, + "TN": 65932590, + "TP": 933708, + "n_pred": 988608, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.2340241177995285, + "FN": 304209, + "FP": 6084, + "IoU": 0.1325182977628923, + "TN": 66709658, + "TP": 47401, + "n_pred": 53485, + "n_ref": 351610 + }, + "8": { + "Dice": 0.9420467671755953, + "FN": 7014, + "FP": 2669, + "IoU": 0.8904427321996311, + "TN": 66978969, + "TP": 78700, + "n_pred": 81369, + "n_ref": 85714 + }, + "9": { + "Dice": 0.8413333889375426, + "FN": 16821, + "FP": 6007, + "IoU": 0.7261220621228299, + "TN": 66984001, + "TP": 60523, + "n_pred": 66530, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5296987319279541, + "FN": 114635, + "FP": 1821, + "IoU": 0.36026543908414727, + "TN": 74337242, + "TP": 65582, + "n_pred": 67403, + "n_ref": 180217 + }, + "10": { + "Dice": 0.5800141713009683, + "FN": 29136, + "FP": 9984, + "IoU": 0.4084647604070585, + "TN": 74453147, + "TP": 27013, + "n_pred": 36997, + "n_ref": 56149 + }, + "11": { + "Dice": 0.668827660723933, + "FN": 1530, + "FP": 309, + "IoU": 0.502435064935065, + "TN": 74515584, + "TP": 1857, + "n_pred": 2166, + "n_ref": 3387 + }, + "12": { + "Dice": 0.669181659895531, + "FN": 1048, + "FP": 92, + "IoU": 0.5028347143480157, + "TN": 74516987, + "TP": 1153, + "n_pred": 1245, + "n_ref": 2201 + }, + "13": { + "Dice": 0.37695646455346576, + "FN": 27127, + "FP": 24980, + "IoU": 0.23225283630470017, + "TN": 74451410, + "TP": 15763, + "n_pred": 40743, + "n_ref": 42890 + }, + "14": { + "Dice": 0.5489166769840287, + "FN": 9757, + "FP": 26677, + "IoU": 0.3782806047575168, + "TN": 74460678, + "TP": 22168, + "n_pred": 48845, + "n_ref": 31925 + }, + "15": { + "Dice": 0.682847355668811, + "FN": 5840, + "FP": 16936, + "IoU": 0.5184268950206153, + "TN": 74471985, + "TP": 24519, + "n_pred": 41455, + "n_ref": 30359 + }, + "2": { + "Dice": 0.6610771058248227, + "FN": 2611, + "FP": 139194, + "IoU": 0.49373799544451663, + "TN": 74239178, + "TP": 138297, + "n_pred": 277491, + "n_ref": 140908 + }, + "3": { + "Dice": 0.27065575853325746, + "FN": 131143, + "FP": 888, + "IoU": 0.1565077397798491, + "TN": 74362751, + "TP": 24498, + "n_pred": 25386, + "n_ref": 155641 + }, + "4": { + "Dice": 0.6112169508851819, + "FN": 6701, + "FP": 1666, + "IoU": 0.44010974304068523, + "TN": 74504336, + "TP": 6577, + "n_pred": 8243, + "n_ref": 13278 + }, + "5": { + "Dice": 0.5413553719008265, + "FN": 6060, + "FP": 877, + "IoU": 0.3711358897652071, + "TN": 74508249, + "TP": 4094, + "n_pred": 4971, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9469959149328881, + "FN": 70834, + "FP": 101008, + "IoU": 0.8993278643097882, + "TN": 72812333, + "TP": 1535105, + "n_pred": 1636113, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.05025160627535651, + "FN": 162862, + "FP": 773, + "IoU": 0.025773380010002143, + "TN": 74351316, + "TP": 4329, + "n_pred": 5102, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9704921094406573, + "FN": 2021, + "FP": 1771, + "IoU": 0.9426757369614512, + "TN": 74453130, + "TP": 62358, + "n_pred": 64129, + "n_ref": 64379 + }, + "9": { + "Dice": 0.8687410505261722, + "FN": 16414, + "FP": 6686, + "IoU": 0.7679418146749176, + "TN": 74419736, + "TP": 76444, + "n_pred": 83130, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8354917885260759, + "FN": 20645, + "FP": 82640, + "IoU": 0.7174632005974346, + "TN": 65685617, + "TP": 262278, + "n_pred": 344918, + "n_ref": 282923 + }, + "10": { + "Dice": 0.3247799041747208, + "FN": 65807, + "FP": 7898, + "IoU": 0.19387297524909494, + "TN": 65959749, + "TP": 17726, + "n_pred": 25624, + "n_ref": 83533 + }, + "11": { + "Dice": 0.0, + "FN": 3637, + "FP": 0, + "IoU": 0.0, + "TN": 66047543, + "TP": 0, + "n_pred": 0, + "n_ref": 3637 + }, + "12": { + "Dice": 0.5654165119445476, + "FN": 742, + "FP": 2769, + "IoU": 0.39413287316652285, + "TN": 66045385, + "TP": 2284, + "n_pred": 5053, + "n_ref": 3026 + }, + "13": { + "Dice": 0.5905223665223666, + "FN": 22049, + "FP": 13422, + "IoU": 0.4189654042720482, + "TN": 65990132, + "TP": 25577, + "n_pred": 38999, + "n_ref": 47626 + }, + "14": { + "Dice": 0.8674702559976252, + "FN": 3147, + "FP": 13818, + "IoU": 0.7659580338543462, + "TN": 65978693, + "TP": 55522, + "n_pred": 69340, + "n_ref": 58669 + }, + "15": { + "Dice": 0.563990082014114, + "FN": 6854, + "FP": 20578, + "IoU": 0.3927480409084872, + "TN": 66006006, + "TP": 17742, + "n_pred": 38320, + "n_ref": 24596 + }, + "2": { + "Dice": 0.3787051482059282, + "FN": 109964, + "FP": 1546, + "IoU": 0.23358191003127254, + "TN": 65905685, + "TP": 33985, + "n_pred": 35531, + "n_ref": 143949 + }, + "3": { + "Dice": 0.7257729468599033, + "FN": 6592, + "FP": 106938, + "IoU": 0.5695789812901636, + "TN": 65787415, + "TP": 150235, + "n_pred": 257173, + "n_ref": 156827 + }, + "4": { + "Dice": 0.8711776541173485, + "FN": 5497, + "FP": 1610, + "IoU": 0.7717579806024792, + "TN": 66020042, + "TP": 24031, + "n_pred": 25641, + "n_ref": 29528 + }, + "5": { + "Dice": 0.5072674418604651, + "FN": 6489, + "FP": 291, + "IoU": 0.33982473222979553, + "TN": 66040910, + "TP": 3490, + "n_pred": 3781, + "n_ref": 9979 + }, + "6": { + "Dice": 0.9345224664538496, + "FN": 70877, + "FP": 62611, + "IoU": 0.8770926059262342, + "TN": 64965094, + "TP": 952598, + "n_pred": 1015209, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.6518267575795437, + "FN": 499167, + "FP": 10802, + "IoU": 0.48348887002777174, + "TN": 65063846, + "TP": 477365, + "n_pred": 488167, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9029441911426854, + "FN": 4657, + "FP": 11819, + "IoU": 0.8230613099648829, + "TN": 65958063, + "TP": 76641, + "n_pred": 88460, + "n_ref": 81298 + }, + "9": { + "Dice": 0.8580290690877918, + "FN": 15036, + "FP": 3181, + "IoU": 0.7513580651325308, + "TN": 65977914, + "TP": 55049, + "n_pred": 58230, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9575667742978129, + "FN": 6998, + "FP": 5999, + "IoU": 0.918588117385449, + "TN": 113312895, + "TP": 146648, + "n_pred": 152647, + "n_ref": 153646 + }, + "10": { + "Dice": 0.7745183432211978, + "FN": 9873, + "FP": 31288, + "IoU": 0.6320113719670285, + "TN": 113360686, + "TP": 70693, + "n_pred": 101981, + "n_ref": 80566 + }, + "11": { + "Dice": 0.6426714657068586, + "FN": 1623, + "FP": 164, + "IoU": 0.4734826163818503, + "TN": 113469146, + "TP": 1607, + "n_pred": 1771, + "n_ref": 3230 + }, + "12": { + "Dice": 0.8341847300842192, + "FN": 1062, + "FP": 139, + "IoU": 0.7155376598768356, + "TN": 113468318, + "TP": 3021, + "n_pred": 3160, + "n_ref": 4083 + }, + "13": { + "Dice": 0.5634186320594968, + "FN": 35285, + "FP": 29171, + "IoU": 0.3921940271766292, + "TN": 113366493, + "TP": 41591, + "n_pred": 70762, + "n_ref": 76876 + }, + "14": { + "Dice": 0.8126295372917212, + "FN": 74219, + "FP": 13111, + "IoU": 0.6843942668391723, + "TN": 113195834, + "TP": 189376, + "n_pred": 202487, + "n_ref": 263595 + }, + "15": { + "Dice": 0.4722098710538017, + "FN": 8077, + "FP": 22785, + "IoU": 0.30908032596041907, + "TN": 113427872, + "TP": 13806, + "n_pred": 36591, + "n_ref": 21883 + }, + "2": { + "Dice": 0.7816264236755516, + "FN": 5583, + "FP": 62310, + "IoU": 0.6415326455400796, + "TN": 113283142, + "TP": 121505, + "n_pred": 183815, + "n_ref": 127088 + }, + "3": { + "Dice": 0.596879264052115, + "FN": 66058, + "FP": 7210, + "IoU": 0.42539408673829504, + "TN": 113345030, + "TP": 54242, + "n_pred": 61452, + "n_ref": 120300 + }, + "4": { + "Dice": 0.8305975852055631, + "FN": 3919, + "FP": 7165, + "IoU": 0.7102752437462425, + "TN": 113434283, + "TP": 27173, + "n_pred": 34338, + "n_ref": 31092 + }, + "5": { + "Dice": 0.2711891166486856, + "FN": 27673, + "FP": 24, + "IoU": 0.15686453576864537, + "TN": 113439690, + "TP": 5153, + "n_pred": 5177, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9525738913561881, + "FN": 55096, + "FP": 53294, + "IoU": 0.9094425692611035, + "TN": 112275620, + "TP": 1088530, + "n_pred": 1141824, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.47641988965507737, + "FN": 148900, + "FP": 3033, + "IoU": 0.31269763002302575, + "TN": 113251483, + "TP": 69124, + "n_pred": 72157, + "n_ref": 218024 + }, + "8": { + "Dice": 0.9005030782761654, + "FN": 22598, + "FP": 19825, + "IoU": 0.8190137329937415, + "TN": 113238141, + "TP": 191976, + "n_pred": 211801, + "n_ref": 214574 + }, + "9": { + "Dice": 0.8307297655000434, + "FN": 24955, + "FP": 8170, + "IoU": 0.710468582017149, + "TN": 113358131, + "TP": 81284, + "n_pred": 89454, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8009479303078447, + "FN": 6699, + "FP": 53189, + "IoU": 0.6679842773746099, + "TN": 75016351, + "TP": 120489, + "n_pred": 173678, + "n_ref": 127188 + }, + "10": { + "Dice": 0.5058034048686249, + "FN": 50572, + "FP": 46123, + "IoU": 0.3385119511828045, + "TN": 75050550, + "TP": 49483, + "n_pred": 95606, + "n_ref": 100055 + }, + "11": { + "Dice": 0.6748804707613093, + "FN": 1709, + "FP": 59, + "IoU": 0.5092978073827366, + "TN": 75193125, + "TP": 1835, + "n_pred": 1894, + "n_ref": 3544 + }, + "12": { + "Dice": 0.41595572976712014, + "FN": 2204, + "FP": 329, + "IoU": 0.26259097525473074, + "TN": 75193293, + "TP": 902, + "n_pred": 1231, + "n_ref": 3106 + }, + "13": { + "Dice": 0.5391519767796563, + "FN": 26097, + "FP": 23758, + "IoU": 0.3690678073350376, + "TN": 75117710, + "TP": 29163, + "n_pred": 52921, + "n_ref": 55260 + }, + "14": { + "Dice": 0.8937284440496925, + "FN": 16836, + "FP": 10803, + "IoU": 0.8078743769941401, + "TN": 75052869, + "TP": 116220, + "n_pred": 127023, + "n_ref": 133056 + }, + "15": { + "Dice": 0.6252499444567874, + "FN": 28784, + "FP": 25192, + "IoU": 0.4548099066704376, + "TN": 75097724, + "TP": 45028, + "n_pred": 70220, + "n_ref": 73812 + }, + "2": { + "Dice": 0.7357966719735711, + "FN": 4659, + "FP": 97068, + "IoU": 0.5820239953981429, + "TN": 74953348, + "TP": 141653, + "n_pred": 238721, + "n_ref": 146312 + }, + "3": { + "Dice": 0.5101381193286758, + "FN": 96693, + "FP": 911, + "IoU": 0.34240631695255547, + "TN": 75048302, + "TP": 50822, + "n_pred": 51733, + "n_ref": 147515 + }, + "4": { + "Dice": 0.9004700923974712, + "FN": 2743, + "FP": 2169, + "IoU": 0.8189591626124134, + "TN": 75169596, + "TP": 22220, + "n_pred": 24389, + "n_ref": 24963 + }, + "5": { + "Dice": 0.8370527548108583, + "FN": 1981, + "FP": 246, + "IoU": 0.7197684660878318, + "TN": 75188781, + "TP": 5720, + "n_pred": 5966, + "n_ref": 7701 + }, + "6": { + "Dice": 0.8738188330852862, + "FN": 44106, + "FP": 306048, + "IoU": 0.7759132000752601, + "TN": 73634146, + "TP": 1212428, + "n_pred": 1518476, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.7502193284561451, + "FN": 48343, + "FP": 20557, + "IoU": 0.6002807896920016, + "TN": 75024357, + "TP": 103471, + "n_pred": 124028, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9507976613326498, + "FN": 6843, + "FP": 1219, + "IoU": 0.9062100095395426, + "TN": 75110770, + "TP": 77896, + "n_pred": 79115, + "n_ref": 84739 + }, + "9": { + "Dice": 0.7217241550378807, + "FN": 26315, + "FP": 12950, + "IoU": 0.5646075202643513, + "TN": 75106545, + "TP": 50918, + "n_pred": 63868, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9746867303516947, + "FN": 8673, + "FP": 2088, + "IoU": 0.9506233452786814, + "TN": 86709935, + "TP": 207176, + "n_pred": 209264, + "n_ref": 215849 + }, + "10": { + "Dice": 0.5989231506102697, + "FN": 32565, + "FP": 16003, + "IoU": 0.4274734472067994, + "TN": 86843041, + "TP": 36263, + "n_pred": 52266, + "n_ref": 68828 + }, + "11": { + "Dice": 0.5415977961432507, + "FN": 1607, + "FP": 57, + "IoU": 0.3713638080846241, + "TN": 86925225, + "TP": 983, + "n_pred": 1040, + "n_ref": 2590 + }, + "12": { + "Dice": 0.6431034482758621, + "FN": 1558, + "FP": 2168, + "IoU": 0.47395171537484115, + "TN": 86920789, + "TP": 3357, + "n_pred": 5525, + "n_ref": 4915 + }, + "13": { + "Dice": 0.455561342866613, + "FN": 36119, + "FP": 9873, + "IoU": 0.29496888125823956, + "TN": 86862638, + "TP": 19242, + "n_pred": 29115, + "n_ref": 55361 + }, + "14": { + "Dice": 0.6683209833993912, + "FN": 25104, + "FP": 32638, + "IoU": 0.5018634183374168, + "TN": 86811956, + "TP": 58174, + "n_pred": 90812, + "n_ref": 83278 + }, + "15": { + "Dice": 0.5952527947006496, + "FN": 86002, + "FP": 18237, + "IoU": 0.4237437116479629, + "TN": 86746982, + "TP": 76651, + "n_pred": 94888, + "n_ref": 162653 + }, + "2": { + "Dice": 0.7938348223419491, + "FN": 36919, + "FP": 8426, + "IoU": 0.6581476874363904, + "TN": 86795227, + "TP": 87300, + "n_pred": 95726, + "n_ref": 124219 + }, + "3": { + "Dice": 0.8403214099394379, + "FN": 22162, + "FP": 34156, + "IoU": 0.7246157833228203, + "TN": 86723365, + "TP": 148189, + "n_pred": 182345, + "n_ref": 170351 + }, + "4": { + "Dice": 0.7440558497183906, + "FN": 5491, + "FP": 2098, + "IoU": 0.5924274973147153, + "TN": 86909252, + "TP": 11031, + "n_pred": 13129, + "n_ref": 16522 + }, + "5": { + "Dice": 0.8689510356017944, + "FN": 921, + "FP": 452, + "IoU": 0.7682700421940928, + "TN": 86921947, + "TP": 4552, + "n_pred": 5004, + "n_ref": 5473 + }, + "6": { + "Dice": 0.9056598901053754, + "FN": 17012, + "FP": 224095, + "IoU": 0.8275853931668304, + "TN": 85529458, + "TP": 1157307, + "n_pred": 1381402, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.49982819139913093, + "FN": 678465, + "FP": 11493, + "IoU": 0.3331806320672659, + "TN": 85893172, + "TP": 344742, + "n_pred": 356235, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9364523138088854, + "FN": 3747, + "FP": 3126, + "IoU": 0.880498661195535, + "TN": 86870358, + "TP": 50641, + "n_pred": 53767, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8012186625905938, + "FN": 12233, + "FP": 6884, + "IoU": 0.6683609742557768, + "TN": 86870228, + "TP": 38527, + "n_pred": 45411, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5338487884792991, + "FN": 30948, + "FP": 69495, + "IoU": 0.3641157776117702, + "TN": 37591642, + "TP": 57515, + "n_pred": 127010, + "n_ref": 88463 + }, + "10": { + "Dice": 0.36676739258796154, + "FN": 32845, + "FP": 58312, + "IoU": 0.22456531355268977, + "TN": 37632044, + "TP": 26399, + "n_pred": 84711, + "n_ref": 59244 + }, + "11": { + "Dice": 0.8416235575009948, + "FN": 473, + "FP": 323, + "IoU": 0.7265544486430779, + "TN": 37746689, + "TP": 2115, + "n_pred": 2438, + "n_ref": 2588 + }, + "12": { + "Dice": 0.7176706827309237, + "FN": 1130, + "FP": 276, + "IoU": 0.5596617601002192, + "TN": 37746407, + "TP": 1787, + "n_pred": 2063, + "n_ref": 2917 + }, + "13": { + "Dice": 0.33499313186813184, + "FN": 35130, + "FP": 3600, + "IoU": 0.20119624626173044, + "TN": 37701115, + "TP": 9755, + "n_pred": 13355, + "n_ref": 44885 + }, + "14": { + "Dice": 0.28089749632232175, + "FN": 51105, + "FP": 200642, + "IoU": 0.16339775884299937, + "TN": 37448684, + "TP": 49169, + "n_pred": 249811, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 35507, + "IoU": 0.0, + "TN": 37714093, + "TP": 0, + "n_pred": 35507, + "n_ref": 0 + }, + "2": { + "Dice": 0.5660674277179132, + "FN": 36563, + "FP": 61051, + "IoU": 0.3947657223637953, + "TN": 37588317, + "TP": 63669, + "n_pred": 124720, + "n_ref": 100232 + }, + "3": { + "Dice": 0.4565614198609655, + "FN": 59309, + "FP": 10656, + "IoU": 0.2958079613507121, + "TN": 37650245, + "TP": 29390, + "n_pred": 40046, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 0, + "IoU": 0.0, + "TN": 37737906, + "TP": 0, + "n_pred": 0, + "n_ref": 11694 + }, + "5": { + "Dice": 0.3969260022183489, + "FN": 7544, + "FP": 68, + "IoU": 0.2476030443807453, + "TN": 37739483, + "TP": 2505, + "n_pred": 2573, + "n_ref": 10049 + }, + "6": { + "Dice": 0.8485391384367631, + "FN": 152379, + "FP": 58297, + "IoU": 0.7369239952148928, + "TN": 36948782, + "TP": 590142, + "n_pred": 648439, + "n_ref": 742521 + }, + "7": { + "Dice": 0.3968501748616161, + "FN": 259615, + "FP": 807, + "IoU": 0.24754403402524155, + "TN": 37403504, + "TP": 85674, + "n_pred": 86481, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9300388208254736, + "FN": 5855, + "FP": 5012, + "IoU": 0.8692266961900407, + "TN": 37666502, + "TP": 72231, + "n_pred": 77243, + "n_ref": 78086 + }, + "9": { + "Dice": 0.826560029759137, + "FN": 14775, + "FP": 2010, + "IoU": 0.7043905531779997, + "TN": 37692819, + "TP": 39996, + "n_pred": 42006, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9437256350803883, + "FN": 12833, + "FP": 9253, + "IoU": 0.8934474473894962, + "TN": 75699410, + "TP": 185192, + "n_pred": 194445, + "n_ref": 198025 + }, + "10": { + "Dice": 0.7694136456127237, + "FN": 39998, + "FP": 4424, + "IoU": 0.625241489855317, + "TN": 75788153, + "TP": 74113, + "n_pred": 78537, + "n_ref": 114111 + }, + "11": { + "Dice": 0.6551157580283794, + "FN": 2149, + "FP": 160, + "IoU": 0.4871168369613505, + "TN": 75902186, + "TP": 2193, + "n_pred": 2353, + "n_ref": 4342 + }, + "12": { + "Dice": 0.5311235808430119, + "FN": 2549, + "FP": 1044, + "IoU": 0.36158493248045487, + "TN": 75901060, + "TP": 2035, + "n_pred": 3079, + "n_ref": 4584 + }, + "13": { + "Dice": 0.5894691649544604, + "FN": 22279, + "FP": 4495, + "IoU": 0.4179059048612923, + "TN": 75860692, + "TP": 19222, + "n_pred": 23717, + "n_ref": 41501 + }, + "14": { + "Dice": 0.815693933064377, + "FN": 12578, + "FP": 37629, + "IoU": 0.688752642444005, + "TN": 75745379, + "TP": 111102, + "n_pred": 148731, + "n_ref": 123680 + }, + "15": { + "Dice": 0.4991997531768835, + "FN": 109605, + "FP": 46221, + "IoU": 0.3326223821148657, + "TN": 75673198, + "TP": 77664, + "n_pred": 123885, + "n_ref": 187269 + }, + "2": { + "Dice": 0.5016425517984324, + "FN": 126822, + "FP": 4097, + "IoU": 0.3347949799298816, + "TN": 75709878, + "TP": 65891, + "n_pred": 69988, + "n_ref": 192713 + }, + "3": { + "Dice": 0.7541612501773781, + "FN": 20049, + "FP": 130674, + "IoU": 0.6053441910397738, + "TN": 75524778, + "TP": 231187, + "n_pred": 361861, + "n_ref": 251236 + }, + "4": { + "Dice": 0.9079233705540295, + "FN": 4727, + "FP": 435, + "IoU": 0.8313733176532079, + "TN": 75876076, + "TP": 25450, + "n_pred": 25885, + "n_ref": 30177 + }, + "5": { + "Dice": 0.8126397552077204, + "FN": 2724, + "FP": 460, + "IoU": 0.6844087620180395, + "TN": 75896599, + "TP": 6905, + "n_pred": 7365, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9300683064011409, + "FN": 62597, + "FP": 184680, + "IoU": 0.8692782090347574, + "TN": 74015060, + "TP": 1644351, + "n_pred": 1829031, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.761554606276116, + "FN": 93942, + "FP": 18645, + "IoU": 0.6149278846976014, + "TN": 75614309, + "TP": 179792, + "n_pred": 198437, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9493883265369615, + "FN": 6303, + "FP": 2807, + "IoU": 0.9036529390612772, + "TN": 75812134, + "TP": 85444, + "n_pred": 88251, + "n_ref": 91747 + }, + "9": { + "Dice": 0.7504432176883495, + "FN": 25681, + "FP": 8947, + "IoU": 0.6005675198689628, + "TN": 75819995, + "TP": 52065, + "n_pred": 61012, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8478996853228664, + "FN": 6264, + "FP": 25589, + "IoU": 0.7359599459535632, + "TN": 61267113, + "TP": 88784, + "n_pred": 114373, + "n_ref": 95048 + }, + "10": { + "Dice": 0.7890334327255456, + "FN": 18249, + "FP": 13731, + "IoU": 0.6515732589558093, + "TN": 61295966, + "TP": 59804, + "n_pred": 73535, + "n_ref": 78053 + }, + "11": { + "Dice": 0.8463287849252762, + "FN": 737, + "FP": 209, + "IoU": 0.7335961700929315, + "TN": 61384199, + "TP": 2605, + "n_pred": 2814, + "n_ref": 3342 + }, + "12": { + "Dice": 0.8116291071735765, + "FN": 1010, + "FP": 85, + "IoU": 0.6829762594093804, + "TN": 61384296, + "TP": 2359, + "n_pred": 2444, + "n_ref": 3369 + }, + "13": { + "Dice": 0.3808203723104199, + "FN": 27641, + "FP": 10776, + "IoU": 0.2351934064621449, + "TN": 61337519, + "TP": 11814, + "n_pred": 22590, + "n_ref": 39455 + }, + "14": { + "Dice": 0.6276327419320068, + "FN": 8232, + "FP": 60860, + "IoU": 0.4573358466855168, + "TN": 61260430, + "TP": 58228, + "n_pred": 119088, + "n_ref": 66460 + }, + "15": { + "Dice": 0.7295181120373018, + "FN": 9562, + "FP": 15034, + "IoU": 0.5742058339825153, + "TN": 61329985, + "TP": 33169, + "n_pred": 48203, + "n_ref": 42731 + }, + "2": { + "Dice": 0.8119414010386319, + "FN": 5662, + "FP": 53401, + "IoU": 0.6834186476563128, + "TN": 61201185, + "TP": 127502, + "n_pred": 180903, + "n_ref": 133164 + }, + "3": { + "Dice": 0.7234876615746181, + "FN": 56659, + "FP": 2169, + "IoU": 0.5667690313648381, + "TN": 61251961, + "TP": 76961, + "n_pred": 79130, + "n_ref": 133620 + }, + "4": { + "Dice": 0.6829081143295607, + "FN": 8296, + "FP": 1622, + "IoU": 0.5184969414506263, + "TN": 61367152, + "TP": 10680, + "n_pred": 12302, + "n_ref": 18976 + }, + "5": { + "Dice": 0.20362459546925565, + "FN": 24549, + "FP": 59, + "IoU": 0.11335303019384593, + "TN": 61359996, + "TP": 3146, + "n_pred": 3205, + "n_ref": 27695 + }, + "6": { + "Dice": 0.945256308231436, + "FN": 61660, + "FP": 46411, + "IoU": 0.8961952705746523, + "TN": 60346651, + "TP": 933028, + "n_pred": 979439, + "n_ref": 994688 + }, + "7": { + "Dice": 0.2257913830813626, + "FN": 154275, + "FP": 23066, + "IoU": 0.1272631532325136, + "TN": 61184549, + "TP": 25860, + "n_pred": 48926, + "n_ref": 180135 + }, + "8": { + "Dice": 0.9167906117009844, + "FN": 33040, + "FP": 5674, + "IoU": 0.8463650902625929, + "TN": 61135763, + "TP": 213273, + "n_pred": 218947, + "n_ref": 246313 + }, + "9": { + "Dice": 0.747301591344715, + "FN": 21040, + "FP": 18643, + "IoU": 0.5965534770231802, + "TN": 61289390, + "TP": 58677, + "n_pred": 77320, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9602325491941555, + "FN": 10768, + "FP": 3706, + "IoU": 0.9235070288553007, + "TN": 39559580, + "TP": 174746, + "n_pred": 178452, + "n_ref": 185514 + }, + "10": { + "Dice": 0.6322994873919122, + "FN": 21303, + "FP": 14204, + "IoU": 0.46230843782179415, + "TN": 39682764, + "TP": 30529, + "n_pred": 44733, + "n_ref": 51832 + }, + "11": { + "Dice": 0.815501576117189, + "FN": 832, + "FP": 163, + "IoU": 0.6884783969943644, + "TN": 39745606, + "TP": 2199, + "n_pred": 2362, + "n_ref": 3031 + }, + "12": { + "Dice": 0.8246615560267493, + "FN": 932, + "FP": 143, + "IoU": 0.7016375242853178, + "TN": 39745197, + "TP": 2528, + "n_pred": 2671, + "n_ref": 3460 + }, + "13": { + "Dice": 0.5528167968401984, + "FN": 25196, + "FP": 4920, + "IoU": 0.3819950339619544, + "TN": 39700069, + "TP": 18615, + "n_pred": 23535, + "n_ref": 43811 + }, + "14": { + "Dice": 0.23558479775686406, + "FN": 20604, + "FP": 62001, + "IoU": 0.13352004531436842, + "TN": 39653466, + "TP": 12729, + "n_pred": 74730, + "n_ref": 33333 + }, + "15": { + "Dice": 0.693892721487431, + "FN": 13444, + "FP": 20323, + "IoU": 0.5312677855050736, + "TN": 39676761, + "TP": 38272, + "n_pred": 58595, + "n_ref": 51716 + }, + "2": { + "Dice": 0.8089741396621868, + "FN": 9078, + "FP": 42290, + "IoU": 0.6792246638815514, + "TN": 39588663, + "TP": 108769, + "n_pred": 151059, + "n_ref": 117847 + }, + "3": { + "Dice": 0.7906645056726094, + "FN": 42805, + "FP": 5630, + "IoU": 0.6538007933955184, + "TN": 39608895, + "TP": 91470, + "n_pred": 97100, + "n_ref": 134275 + }, + "4": { + "Dice": 0.8472008682282717, + "FN": 5038, + "FP": 1720, + "IoU": 0.7349076217000745, + "TN": 39723307, + "TP": 18735, + "n_pred": 20455, + "n_ref": 23773 + }, + "5": { + "Dice": 0.8048411497730711, + "FN": 2002, + "FP": 191, + "IoU": 0.6734177215189874, + "TN": 39742085, + "TP": 4522, + "n_pred": 4713, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9707113060784495, + "FN": 26135, + "FP": 28286, + "IoU": 0.9430894478983116, + "TN": 38792545, + "TP": 901834, + "n_pred": 930120, + "n_ref": 927969 + }, + "7": { + "Dice": 0.4784765641977685, + "FN": 500894, + "FP": 3076, + "IoU": 0.31447203042619526, + "TN": 39013644, + "TP": 231186, + "n_pred": 234262, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9142619285015924, + "FN": 2311, + "FP": 6546, + "IoU": 0.842064907275321, + "TN": 39692720, + "TP": 47223, + "n_pred": 53769, + "n_ref": 49534 + }, + "9": { + "Dice": 0.8121604905071801, + "FN": 11428, + "FP": 2542, + "IoU": 0.6837291435557266, + "TN": 39704629, + "TP": 30201, + "n_pred": 32743, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7750008750743813, + "FN": 8392, + "FP": 43032, + "IoU": 0.6326542275052147, + "TN": 101256620, + "TP": 88564, + "n_pred": 131596, + "n_ref": 96956 + }, + "10": { + "Dice": 0.7231740053124956, + "FN": 30935, + "FP": 8459, + "IoU": 0.5663841496973032, + "TN": 101305758, + "TP": 51456, + "n_pred": 59915, + "n_ref": 82391 + }, + "11": { + "Dice": 0.6185262639931111, + "FN": 3015, + "FP": 86, + "IoU": 0.44772929652715937, + "TN": 101390993, + "TP": 2514, + "n_pred": 2600, + "n_ref": 5529 + }, + "12": { + "Dice": 0.6273626236074603, + "FN": 2719, + "FP": 258, + "IoU": 0.45704906073317525, + "TN": 101391125, + "TP": 2506, + "n_pred": 2764, + "n_ref": 5225 + }, + "13": { + "Dice": 0.7702566389534822, + "FN": 13674, + "FP": 7963, + "IoU": 0.6263555985356082, + "TN": 101338700, + "TP": 36271, + "n_pred": 44234, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9115854253903515, + "FN": 12178, + "FP": 19515, + "IoU": 0.8375351145194694, + "TN": 101201532, + "TP": 163383, + "n_pred": 182898, + "n_ref": 175561 + }, + "15": { + "Dice": 0.7196175098434967, + "FN": 5125, + "FP": 11823, + "IoU": 0.5620332325503269, + "TN": 101357911, + "TP": 21749, + "n_pred": 33572, + "n_ref": 26874 + }, + "2": { + "Dice": 0.7538267398574042, + "FN": 62265, + "FP": 15767, + "IoU": 0.6049132684576671, + "TN": 101199102, + "TP": 119474, + "n_pred": 135241, + "n_ref": 181739 + }, + "3": { + "Dice": 0.8292063969977446, + "FN": 12949, + "FP": 50584, + "IoU": 0.7082430198383541, + "TN": 101178848, + "TP": 154227, + "n_pred": 204811, + "n_ref": 167176 + }, + "4": { + "Dice": 0.6295941727367326, + "FN": 2583, + "FP": 6316, + "IoU": 0.4594216984570526, + "TN": 101380146, + "TP": 7563, + "n_pred": 13879, + "n_ref": 10146 + }, + "5": { + "Dice": 0.4283758309356087, + "FN": 27722, + "FP": 1085, + "IoU": 0.27256887452337064, + "TN": 101357007, + "TP": 10794, + "n_pred": 11879, + "n_ref": 38516 + }, + "6": { + "Dice": 0.8315214863088406, + "FN": 69859, + "FP": 643616, + "IoU": 0.7116275366348928, + "TN": 98922464, + "TP": 1760669, + "n_pred": 2404285, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.42989563086555177, + "FN": 326987, + "FP": 28505, + "IoU": 0.2738006716728904, + "TN": 100907084, + "TP": 134032, + "n_pred": 162537, + "n_ref": 461019 + }, + "8": { + "Dice": 0.9214932555475902, + "FN": 32056, + "FP": 6054, + "IoU": 0.8544158488461376, + "TN": 101134835, + "TP": 223663, + "n_pred": 229717, + "n_ref": 255719 + }, + "9": { + "Dice": 0.87766191641262, + "FN": 7880, + "FP": 14071, + "IoU": 0.7819942397457543, + "TN": 101295918, + "TP": 78739, + "n_pred": 92810, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6352965358730079, + "FN": 115001, + "FP": 2102, + "IoU": 0.4655198382451608, + "TN": 73664407, + "TP": 101994, + "n_pred": 104096, + "n_ref": 216995 + }, + "10": { + "Dice": 0.043280567345594975, + "FN": 73409, + "FP": 34110, + "IoU": 0.022118943893188785, + "TN": 73773553, + "TP": 2432, + "n_pred": 36542, + "n_ref": 75841 + }, + "11": { + "Dice": 0.6237581727095185, + "FN": 2586, + "FP": 1845, + "IoU": 0.4532329713721619, + "TN": 73875400, + "TP": 3673, + "n_pred": 5518, + "n_ref": 6259 + }, + "12": { + "Dice": 0.2590975254730713, + "FN": 4651, + "FP": 439, + "IoU": 0.1488294314381271, + "TN": 73877524, + "TP": 890, + "n_pred": 1329, + "n_ref": 5541 + }, + "13": { + "Dice": 0.034959182706731304, + "FN": 60132, + "FP": 985, + "IoU": 0.017790563126767807, + "TN": 73821280, + "TP": 1107, + "n_pred": 2092, + "n_ref": 61239 + }, + "14": { + "Dice": 0.5810051213723613, + "FN": 31372, + "FP": 69258, + "IoU": 0.40944835680751174, + "TN": 73713104, + "TP": 69770, + "n_pred": 139028, + "n_ref": 101142 + }, + "15": { + "Dice": 0.6004815868989661, + "FN": 119432, + "FP": 17284, + "IoU": 0.4290630128748554, + "TN": 73644045, + "TP": 102743, + "n_pred": 120027, + "n_ref": 222175 + }, + "2": { + "Dice": 0.48712635808363813, + "FN": 96424, + "FP": 102831, + "IoU": 0.32198747111926257, + "TN": 73589623, + "TP": 94626, + "n_pred": 197457, + "n_ref": 191050 + }, + "3": { + "Dice": 0.5154719666688546, + "FN": 112927, + "FP": 27324, + "IoU": 0.3472295268902283, + "TN": 73668649, + "TP": 74604, + "n_pred": 101928, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 4093, + "IoU": 0.0, + "TN": 73831523, + "TP": 0, + "n_pred": 4093, + "n_ref": 47888 + }, + "5": { + "Dice": 0.28765690376569036, + "FN": 12378, + "FP": 1242, + "IoU": 0.1679902260232132, + "TN": 73867134, + "TP": 2750, + "n_pred": 3992, + "n_ref": 15128 + }, + "6": { + "Dice": 0.6283193882426157, + "FN": 332282, + "FP": 1287430, + "IoU": 0.45806537094493066, + "TN": 70894745, + "TP": 1369047, + "n_pred": 2656477, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.31199161529150626, + "FN": 128394, + "FP": 66569, + "IoU": 0.18482823789135672, + "TN": 73644336, + "TP": 44205, + "n_pred": 110774, + "n_ref": 172599 + }, + "8": { + "Dice": 0.8485827172913123, + "FN": 15337, + "FP": 7542, + "IoU": 0.7369897343342262, + "TN": 73796515, + "TP": 64110, + "n_pred": 71652, + "n_ref": 79447 + }, + "9": { + "Dice": 0.727143252293767, + "FN": 28404, + "FP": 17959, + "IoU": 0.5712687257259108, + "TN": 73775364, + "TP": 61777, + "n_pred": 79736, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9499275461959109, + "FN": 7724, + "FP": 11212, + "IoU": 0.9046304783585322, + "TN": 69297222, + "TP": 179618, + "n_pred": 190830, + "n_ref": 187342 + }, + "10": { + "Dice": 0.5648569363547469, + "FN": 34258, + "FP": 16917, + "IoU": 0.39358928783031166, + "TN": 69411386, + "TP": 33215, + "n_pred": 50132, + "n_ref": 67473 + }, + "11": { + "Dice": 0.7907692307692308, + "FN": 634, + "FP": 862, + "IoU": 0.6539440203562341, + "TN": 69491453, + "TP": 2827, + "n_pred": 3689, + "n_ref": 3461 + }, + "12": { + "Dice": 0.757364756293519, + "FN": 1031, + "FP": 328, + "IoU": 0.6094827586206897, + "TN": 69492296, + "TP": 2121, + "n_pred": 2449, + "n_ref": 3152 + }, + "13": { + "Dice": 0.6164891961839419, + "FN": 37204, + "FP": 13327, + "IoU": 0.4455976740358769, + "TN": 69404631, + "TP": 40614, + "n_pred": 53941, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9085652033901789, + "FN": 18429, + "FP": 8261, + "IoU": 0.8324502812374448, + "TN": 69336480, + "TP": 132606, + "n_pred": 140867, + "n_ref": 151035 + }, + "15": { + "Dice": 0.7500792475231547, + "FN": 28924, + "FP": 14439, + "IoU": 0.6001014432609397, + "TN": 69387341, + "TP": 65072, + "n_pred": 79511, + "n_ref": 93996 + }, + "2": { + "Dice": 0.8943077837195484, + "FN": 18452, + "FP": 12677, + "IoU": 0.808821632775891, + "TN": 69332949, + "TP": 131698, + "n_pred": 144375, + "n_ref": 150150 + }, + "3": { + "Dice": 0.8649948652230776, + "FN": 24747, + "FP": 21396, + "IoU": 0.7621065656175083, + "TN": 69301811, + "TP": 147822, + "n_pred": 169218, + "n_ref": 172569 + }, + "4": { + "Dice": 0.8542291706806859, + "FN": 6084, + "FP": 4508, + "IoU": 0.7455497633747328, + "TN": 69454149, + "TP": 31035, + "n_pred": 35543, + "n_ref": 37119 + }, + "5": { + "Dice": 0.8238324895905101, + "FN": 5342, + "FP": 539, + "IoU": 0.7004380603096985, + "TN": 69476144, + "TP": 13751, + "n_pred": 14290, + "n_ref": 19093 + }, + "6": { + "Dice": 0.8959349825698831, + "FN": 38059, + "FP": 289866, + "IoU": 0.8114875196891133, + "TN": 67756236, + "TP": 1411615, + "n_pred": 1701481, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.7909721269868704, + "FN": 102471, + "FP": 8796, + "IoU": 0.6542215813566117, + "TN": 69173989, + "TP": 210520, + "n_pred": 219316, + "n_ref": 312991 + }, + "8": { + "Dice": 0.8984585683689783, + "FN": 14223, + "FP": 2608, + "IoU": 0.8156375625732531, + "TN": 69404483, + "TP": 74462, + "n_pred": 77070, + "n_ref": 88685 + }, + "9": { + "Dice": 0.8420094718695728, + "FN": 14675, + "FP": 9978, + "IoU": 0.7271298438243661, + "TN": 69405429, + "TP": 65694, + "n_pred": 75672, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9012532442738868, + "FN": 15939, + "FP": 24923, + "IoU": 0.8202556590743135, + "TN": 50606218, + "TP": 186472, + "n_pred": 211395, + "n_ref": 202411 + }, + "10": { + "Dice": 0.7661232887552425, + "FN": 17751, + "FP": 17715, + "IoU": 0.6209074875741543, + "TN": 50739997, + "TP": 58089, + "n_pred": 75804, + "n_ref": 75840 + }, + "11": { + "Dice": 0.7507807620237351, + "FN": 2522, + "FP": 271, + "IoU": 0.601, + "TN": 50826552, + "TP": 4207, + "n_pred": 4478, + "n_ref": 6729 + }, + "12": { + "Dice": 0.3599224305106658, + "FN": 4907, + "FP": 44, + "IoU": 0.2194545167901624, + "TN": 50827209, + "TP": 1392, + "n_pred": 1436, + "n_ref": 6299 + }, + "13": { + "Dice": 0.541121347960264, + "FN": 24241, + "FP": 16501, + "IoU": 0.3709159409548515, + "TN": 50768788, + "TP": 24022, + "n_pred": 40523, + "n_ref": 48263 + }, + "14": { + "Dice": 0.2628379398882344, + "FN": 29854, + "FP": 87284, + "IoU": 0.15130306257743387, + "TN": 50695531, + "TP": 20883, + "n_pred": 108167, + "n_ref": 50737 + }, + "15": { + "Dice": 0.3925120315282883, + "FN": 14040, + "FP": 50084, + "IoU": 0.24417727487034419, + "TN": 50748712, + "TP": 20716, + "n_pred": 70800, + "n_ref": 34756 + }, + "2": { + "Dice": 0.8244732755767876, + "FN": 17740, + "FP": 65004, + "IoU": 0.7013649783090438, + "TN": 50556478, + "TP": 194330, + "n_pred": 259334, + "n_ref": 212070 + }, + "3": { + "Dice": 0.7791717084084838, + "FN": 66621, + "FP": 10759, + "IoU": 0.6382320214685779, + "TN": 50619658, + "TP": 136514, + "n_pred": 147273, + "n_ref": 203135 + }, + "4": { + "Dice": 0.7021239554317549, + "FN": 1833, + "FP": 11855, + "IoU": 0.5409792085848424, + "TN": 50803732, + "TP": 16132, + "n_pred": 27987, + "n_ref": 17965 + }, + "5": { + "Dice": 0.5575057477709864, + "FN": 7873, + "FP": 18, + "IoU": 0.3864873270097963, + "TN": 50820690, + "TP": 4971, + "n_pred": 4989, + "n_ref": 12844 + }, + "6": { + "Dice": 0.870609588261468, + "FN": 92998, + "FP": 532210, + "IoU": 0.7708668138250716, + "TN": 48104973, + "TP": 2103371, + "n_pred": 2635581, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.6381435857723985, + "FN": 94864, + "FP": 56536, + "IoU": 0.46858360331205096, + "TN": 50548653, + "TP": 133499, + "n_pred": 190035, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9559791351825672, + "FN": 4874, + "FP": 4156, + "IoU": 0.9156705267090026, + "TN": 50726472, + "TP": 98050, + "n_pred": 102206, + "n_ref": 102924 + }, + "9": { + "Dice": 0.8094263792473512, + "FN": 26502, + "FP": 15226, + "IoU": 0.6798625176456147, + "TN": 50703208, + "TP": 88616, + "n_pred": 103842, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9612133303237926, + "FN": 13932, + "FP": 2049, + "IoU": 0.9253231278212353, + "TN": 76670858, + "TP": 198021, + "n_pred": 200070, + "n_ref": 211953 + }, + "10": { + "Dice": 0.3558324991283026, + "FN": 49141, + "FP": 8130, + "IoU": 0.21642107567486216, + "TN": 76811771, + "TP": 15818, + "n_pred": 23948, + "n_ref": 64959 + }, + "11": { + "Dice": 0.7811011621261192, + "FN": 824, + "FP": 325, + "IoU": 0.6408252578930916, + "TN": 76881661, + "TP": 2050, + "n_pred": 2375, + "n_ref": 2874 + }, + "12": { + "Dice": 0.6887866311455558, + "FN": 1187, + "FP": 98, + "IoU": 0.5253047654229774, + "TN": 76882153, + "TP": 1422, + "n_pred": 1520, + "n_ref": 2609 + }, + "13": { + "Dice": 0.5691883686312655, + "FN": 23473, + "FP": 5758, + "IoU": 0.39780803856533653, + "TN": 76836319, + "TP": 19310, + "n_pred": 25068, + "n_ref": 42783 + }, + "14": { + "Dice": 0.816823136745532, + "FN": 6989, + "FP": 26434, + "IoU": 0.6903643589672327, + "TN": 76776917, + "TP": 74520, + "n_pred": 100954, + "n_ref": 81509 + }, + "15": { + "Dice": 0.46249124155233595, + "FN": 19553, + "FP": 28009, + "IoU": 0.30080559802422674, + "TN": 76816836, + "TP": 20462, + "n_pred": 48471, + "n_ref": 40015 + }, + "2": { + "Dice": 0.6958864738638405, + "FN": 45787, + "FP": 5003, + "IoU": 0.5336088154269972, + "TN": 76775960, + "TP": 58110, + "n_pred": 63113, + "n_ref": 103897 + }, + "3": { + "Dice": 0.7977979126046565, + "FN": 6982, + "FP": 38856, + "IoU": 0.6636138141576036, + "TN": 76748594, + "TP": 90428, + "n_pred": 129284, + "n_ref": 97410 + }, + "4": { + "Dice": 0.8422419195988898, + "FN": 6068, + "FP": 980, + "IoU": 0.7274766066042843, + "TN": 76858998, + "TP": 18814, + "n_pred": 19794, + "n_ref": 24882 + }, + "5": { + "Dice": 0.7604240282685513, + "FN": 6071, + "FP": 31, + "IoU": 0.61345496009122, + "TN": 76869074, + "TP": 9684, + "n_pred": 9715, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9039908530002552, + "FN": 25738, + "FP": 209042, + "IoU": 0.8248022888083302, + "TN": 75544774, + "TP": 1105306, + "n_pred": 1314348, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.589746777221138, + "FN": 66274, + "FP": 65734, + "IoU": 0.4181850235797082, + "TN": 76657970, + "TP": 94882, + "n_pred": 160616, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9427098919368246, + "FN": 6426, + "FP": 2189, + "IoU": 0.8916284043021574, + "TN": 76805365, + "TP": 70880, + "n_pred": 73069, + "n_ref": 77306 + }, + "9": { + "Dice": 0.7940043043423218, + "FN": 13369, + "FP": 27310, + "IoU": 0.6583807116403672, + "TN": 76765783, + "TP": 78398, + "n_pred": 105708, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8963177153523749, + "FN": 21816, + "FP": 1957, + "IoU": 0.8121157037856634, + "TN": 130873402, + "TP": 102757, + "n_pred": 104714, + "n_ref": 124573 + }, + "10": { + "Dice": 0.3187934958276988, + "FN": 38232, + "FP": 44382, + "IoU": 0.18962185492177155, + "TN": 130897987, + "TP": 19331, + "n_pred": 63713, + "n_ref": 57563 + }, + "11": { + "Dice": 0.6515837104072398, + "FN": 2832, + "FP": 94, + "IoU": 0.48322147651006714, + "TN": 130994270, + "TP": 2736, + "n_pred": 2830, + "n_ref": 5568 + }, + "12": { + "Dice": 0.5745551432105814, + "FN": 4283, + "FP": 188, + "IoU": 0.40307076101468625, + "TN": 130992442, + "TP": 3019, + "n_pred": 3207, + "n_ref": 7302 + }, + "13": { + "Dice": 0.07413428710778736, + "FN": 75225, + "FP": 4505, + "IoU": 0.038494006415667734, + "TN": 130917010, + "TP": 3192, + "n_pred": 7697, + "n_ref": 78417 + }, + "14": { + "Dice": 0.0174914123920261, + "FN": 937606, + "FP": 19434, + "IoU": 0.008822868410941227, + "TN": 130034373, + "TP": 8519, + "n_pred": 27953, + "n_ref": 946125 + }, + "15": { + "Dice": 0.14293480166941394, + "FN": 17159, + "FP": 80591, + "IoU": 0.07696811172699031, + "TN": 130894031, + "TP": 8151, + "n_pred": 88742, + "n_ref": 25310 + }, + "2": { + "Dice": 0.5307085197182374, + "FN": 136281, + "FP": 9755, + "IoU": 0.36120029744980536, + "TN": 130771322, + "TP": 82574, + "n_pred": 92329, + "n_ref": 218855 + }, + "3": { + "Dice": 0.7762696308068535, + "FN": 31001, + "FP": 114281, + "IoU": 0.6343469528493262, + "TN": 130602610, + "TP": 252040, + "n_pred": 366321, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0, + "FN": 2280, + "FP": 3483, + "IoU": 0.0, + "TN": 130994169, + "TP": 0, + "n_pred": 3483, + "n_ref": 2280 + }, + "5": { + "Dice": 0.3933945931548808, + "FN": 17811, + "FP": 409, + "IoU": 0.2448607427055703, + "TN": 130975804, + "TP": 5908, + "n_pred": 6317, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8673240408048776, + "FN": 44475, + "FP": 392575, + "IoU": 0.7657300693670558, + "TN": 129134349, + "TP": 1428533, + "n_pred": 1821108, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.20818185047902135, + "FN": 168908, + "FP": 98546, + "IoU": 0.11618469794754356, + "TN": 130697319, + "TP": 35159, + "n_pred": 133705, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9474708249416097, + "FN": 8178, + "FP": 4889, + "IoU": 0.9001848570031777, + "TN": 130869020, + "TP": 117845, + "n_pred": 122734, + "n_ref": 126023 + }, + "9": { + "Dice": 0.5814800095381926, + "FN": 20641, + "FP": 32013, + "IoU": 0.4099202079971311, + "TN": 130910700, + "TP": 36578, + "n_pred": 68591, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9405551864283926, + "FN": 2917, + "FP": 3972, + "IoU": 0.8877811985860659, + "TN": 74365309, + "TP": 54500, + "n_pred": 58472, + "n_ref": 57417 + }, + "10": { + "Dice": 0.22087654877708346, + "FN": 68489, + "FP": 4077, + "IoU": 0.12414908511562786, + "TN": 74343846, + "TP": 10286, + "n_pred": 14363, + "n_ref": 78775 + }, + "11": { + "Dice": 0.8131407269338303, + "FN": 643, + "FP": 159, + "IoU": 0.685119748723989, + "TN": 74424151, + "TP": 1745, + "n_pred": 1904, + "n_ref": 2388 + }, + "12": { + "Dice": 0.752956081081081, + "FN": 674, + "FP": 496, + "IoU": 0.6037927531324078, + "TN": 74423745, + "TP": 1783, + "n_pred": 2279, + "n_ref": 2457 + }, + "13": { + "Dice": 0.18078518659657206, + "FN": 92890, + "FP": 1699, + "IoU": 0.09937539275988803, + "TN": 74321672, + "TP": 10437, + "n_pred": 12136, + "n_ref": 103327 + }, + "14": { + "Dice": 0.8384160279233975, + "FN": 45268, + "FP": 3155, + "IoU": 0.7217868428612467, + "TN": 74252648, + "TP": 125627, + "n_pred": 128782, + "n_ref": 170895 + }, + "15": { + "Dice": 0.5839098916149141, + "FN": 9854, + "FP": 7767, + "IoU": 0.41233950308487577, + "TN": 74396713, + "TP": 12364, + "n_pred": 20131, + "n_ref": 22218 + }, + "2": { + "Dice": 0.7697151796578183, + "FN": 41260, + "FP": 5109, + "IoU": 0.625639824966495, + "TN": 74302836, + "TP": 77493, + "n_pred": 82602, + "n_ref": 118753 + }, + "3": { + "Dice": 0.8828105849477126, + "FN": 14146, + "FP": 16929, + "IoU": 0.7902067214863423, + "TN": 74278576, + "TP": 117047, + "n_pred": 133976, + "n_ref": 131193 + }, + "4": { + "Dice": 0.48403088950328915, + "FN": 20306, + "FP": 1342, + "IoU": 0.3192880950883592, + "TN": 74394896, + "TP": 10154, + "n_pred": 11496, + "n_ref": 30460 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 241, + "IoU": 0.0, + "TN": 74426457, + "TP": 0, + "n_pred": 241, + "n_ref": 0 + }, + "6": { + "Dice": 0.9201265016745219, + "FN": 24195, + "FP": 125700, + "IoU": 0.8520687868545064, + "TN": 73413423, + "TP": 863380, + "n_pred": 989080, + "n_ref": 887575 + }, + "7": { + "Dice": 0.26759563607427533, + "FN": 120920, + "FP": 41071, + "IoU": 0.15446488224486388, + "TN": 74235114, + "TP": 29593, + "n_pred": 70664, + "n_ref": 150513 + }, + "8": { + "Dice": 0.931247550319323, + "FN": 2841, + "FP": 3123, + "IoU": 0.8713407399417539, + "TN": 74380343, + "TP": 40391, + "n_pred": 43514, + "n_ref": 43232 + }, + "9": { + "Dice": 0.47036664726734034, + "FN": 11546, + "FP": 38507, + "IoU": 0.30750287082001687, + "TN": 74354419, + "TP": 22226, + "n_pred": 60733, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9030135192466369, + "FN": 5242, + "FP": 23791, + "IoU": 0.8231765250438511, + "TN": 106482496, + "TP": 135159, + "n_pred": 158950, + "n_ref": 140401 + }, + "10": { + "Dice": 0.7514402926496941, + "FN": 23236, + "FP": 27113, + "IoU": 0.6018457012715885, + "TN": 106520232, + "TP": 76107, + "n_pred": 103220, + "n_ref": 99343 + }, + "11": { + "Dice": 0.4672408489695478, + "FN": 3132, + "FP": 332, + "IoU": 0.3048364439092916, + "TN": 106641705, + "TP": 1519, + "n_pred": 1851, + "n_ref": 4651 + }, + "12": { + "Dice": 0.7825476429287863, + "FN": 1569, + "FP": 599, + "IoU": 0.6427747569616081, + "TN": 106640619, + "TP": 3901, + "n_pred": 4500, + "n_ref": 5470 + }, + "13": { + "Dice": 0.29440911396355973, + "FN": 33397, + "FP": 2773, + "IoU": 0.17261414585048954, + "TN": 106602972, + "TP": 7546, + "n_pred": 10319, + "n_ref": 40943 + }, + "14": { + "Dice": 0.8015752032520326, + "FN": 4000, + "FP": 28802, + "IoU": 0.6688573245707017, + "TN": 106547631, + "TP": 66255, + "n_pred": 95057, + "n_ref": 70255 + }, + "15": { + "Dice": 0.3439846197192436, + "FN": 5806, + "FP": 73358, + "IoU": 0.20771825178394498, + "TN": 106546769, + "TP": 20755, + "n_pred": 94113, + "n_ref": 26561 + }, + "2": { + "Dice": 0.06868105418374741, + "FN": 179896, + "FP": 3897, + "IoU": 0.03556173584509629, + "TN": 106456118, + "TP": 6777, + "n_pred": 10674, + "n_ref": 186673 + }, + "3": { + "Dice": 0.578407881773399, + "FN": 3721, + "FP": 210237, + "IoU": 0.40687330378206354, + "TN": 106285959, + "TP": 146771, + "n_pred": 357008, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8655481289501205, + "FN": 565, + "FP": 2392, + "IoU": 0.7629659318637274, + "TN": 106634213, + "TP": 9518, + "n_pred": 11910, + "n_ref": 10083 + }, + "5": { + "Dice": 0.2746164303748301, + "FN": 3735, + "FP": 0, + "IoU": 0.15916253939666816, + "TN": 106642246, + "TP": 707, + "n_pred": 707, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9628879153843837, + "FN": 57991, + "FP": 35637, + "IoU": 0.9284318731482699, + "TN": 105338452, + "TP": 1214608, + "n_pred": 1250245, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.7862333405485636, + "FN": 108007, + "FP": 16427, + "IoU": 0.6477631713033731, + "TN": 106293420, + "TP": 228834, + "n_pred": 245261, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9422713960299381, + "FN": 5880, + "FP": 2103, + "IoU": 0.8908442037903027, + "TN": 106573554, + "TP": 65151, + "n_pred": 67254, + "n_ref": 71031 + }, + "9": { + "Dice": 0.859040516278077, + "FN": 16664, + "FP": 5790, + "IoU": 0.7529106235006713, + "TN": 106555814, + "TP": 68420, + "n_pred": 74210, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9466651248249367, + "FN": 7388, + "FP": 9216, + "IoU": 0.8987313979019274, + "TN": 107962968, + "TP": 147356, + "n_pred": 156572, + "n_ref": 154744 + }, + "10": { + "Dice": 0.7802939129190276, + "FN": 21168, + "FP": 12605, + "IoU": 0.6397392955432765, + "TN": 108033182, + "TP": 59973, + "n_pred": 72578, + "n_ref": 81141 + }, + "11": { + "Dice": 0.7543760587238848, + "FN": 1033, + "FP": 272, + "IoU": 0.6056210335448776, + "TN": 108123619, + "TP": 2004, + "n_pred": 2276, + "n_ref": 3037 + }, + "12": { + "Dice": 0.8012687905116536, + "FN": 1069, + "FP": 372, + "IoU": 0.6684307409111827, + "TN": 108122582, + "TP": 2905, + "n_pred": 3277, + "n_ref": 3974 + }, + "13": { + "Dice": 0.715149709518844, + "FN": 29414, + "FP": 8830, + "IoU": 0.5566015860501785, + "TN": 108040676, + "TP": 48008, + "n_pred": 56838, + "n_ref": 77422 + }, + "14": { + "Dice": 0.6978565747480544, + "FN": 5235, + "FP": 24776, + "IoU": 0.5359291159597334, + "TN": 108062259, + "TP": 34658, + "n_pred": 59434, + "n_ref": 39893 + }, + "15": { + "Dice": 0.2846956414372145, + "FN": 8785, + "FP": 83907, + "IoU": 0.16597383433209165, + "TN": 108015790, + "TP": 18446, + "n_pred": 102353, + "n_ref": 27231 + }, + "2": { + "Dice": 0.5711778985698454, + "FN": 103812, + "FP": 26200, + "IoU": 0.39975438369698707, + "TN": 107910330, + "TP": 86586, + "n_pred": 112786, + "n_ref": 190398 + }, + "3": { + "Dice": 0.8179538174710957, + "FN": 9609, + "FP": 75244, + "IoU": 0.6919812690576448, + "TN": 107851448, + "TP": 190627, + "n_pred": 265871, + "n_ref": 200236 + }, + "4": { + "Dice": 0.8750712701932214, + "FN": 5683, + "FP": 2205, + "IoU": 0.777890409416005, + "TN": 108091414, + "TP": 27626, + "n_pred": 29831, + "n_ref": 33309 + }, + "5": { + "Dice": 0.7174487772637145, + "FN": 1706, + "FP": 4, + "IoU": 0.5593919093017263, + "TN": 108123047, + "TP": 2171, + "n_pred": 2175, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9344179827125114, + "FN": 34261, + "FP": 168591, + "IoU": 0.8769085509636658, + "TN": 106478950, + "TP": 1445126, + "n_pred": 1613717, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.59416574035124, + "FN": 129969, + "FP": 42722, + "IoU": 0.42264280890386685, + "TN": 107827822, + "TP": 126415, + "n_pred": 169137, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9450085870053827, + "FN": 2177, + "FP": 2594, + "IoU": 0.8957500273134491, + "TN": 108081163, + "TP": 40994, + "n_pred": 43588, + "n_ref": 43171 + }, + "9": { + "Dice": 0.8574783797612756, + "FN": 10625, + "FP": 6366, + "IoU": 0.7505139198872313, + "TN": 108058824, + "TP": 51113, + "n_pred": 57479, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7765541608554161, + "FN": 20095, + "FP": 39984, + "IoU": 0.6347270439027949, + "TN": 62405683, + "TP": 104398, + "n_pred": 144382, + "n_ref": 124493 + }, + "10": { + "Dice": 0.584849122069183, + "FN": 25771, + "FP": 21611, + "IoU": 0.4132768676399569, + "TN": 62489403, + "TP": 33375, + "n_pred": 54986, + "n_ref": 59146 + }, + "11": { + "Dice": 0.65949177877429, + "FN": 949, + "FP": 190, + "IoU": 0.491971454058876, + "TN": 62567918, + "TP": 1103, + "n_pred": 1293, + "n_ref": 2052 + }, + "12": { + "Dice": 0.7226844905197108, + "FN": 1618, + "FP": 415, + "IoU": 0.5657838530542503, + "TN": 62565478, + "TP": 2649, + "n_pred": 3064, + "n_ref": 4267 + }, + "13": { + "Dice": 0.7438445487741262, + "FN": 13190, + "FP": 6452, + "IoU": 0.592159631236893, + "TN": 62521999, + "TP": 28519, + "n_pred": 34971, + "n_ref": 41709 + }, + "14": { + "Dice": 0.677507392657148, + "FN": 170113, + "FP": 5362, + "IoU": 0.5122957881922634, + "TN": 62210362, + "TP": 184323, + "n_pred": 189685, + "n_ref": 354436 + }, + "15": { + "Dice": 0.17140359672464103, + "FN": 78005, + "FP": 50913, + "IoU": 0.09373506172145207, + "TN": 62427908, + "TP": 13334, + "n_pred": 64247, + "n_ref": 91339 + }, + "2": { + "Dice": 0.6637532081382458, + "FN": 69124, + "FP": 30053, + "IoU": 0.4967295054931114, + "TN": 62373095, + "TP": 97888, + "n_pred": 127941, + "n_ref": 167012 + }, + "3": { + "Dice": 0.7797423332665634, + "FN": 40568, + "FP": 49598, + "IoU": 0.6389981022236814, + "TN": 62320394, + "TP": 159600, + "n_pred": 209198, + "n_ref": 200168 + }, + "4": { + "Dice": 0.9014419896811747, + "FN": 3038, + "FP": 1432, + "IoU": 0.8205684007707129, + "TN": 62545248, + "TP": 20442, + "n_pred": 21874, + "n_ref": 23480 + }, + "5": { + "Dice": 0.5103727441389779, + "FN": 5149, + "FP": 657, + "IoU": 0.3426177536231884, + "TN": 62561328, + "TP": 3026, + "n_pred": 3683, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9443814665827752, + "FN": 42143, + "FP": 124575, + "IoU": 0.8946238027155934, + "TN": 60988038, + "TP": 1415404, + "n_pred": 1539979, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.6546731197576954, + "FN": 72622, + "FP": 48461, + "IoU": 0.4866275470834146, + "TN": 62334302, + "TP": 114775, + "n_pred": 163236, + "n_ref": 187397 + }, + "8": { + "Dice": 0.8916339211660571, + "FN": 4547, + "FP": 11393, + "IoU": 0.8044579658230798, + "TN": 62488643, + "TP": 65577, + "n_pred": 76970, + "n_ref": 70124 + }, + "9": { + "Dice": 0.7556681727520658, + "FN": 12467, + "FP": 11543, + "IoU": 0.6072883102438705, + "TN": 62509021, + "TP": 37129, + "n_pred": 48672, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.85058370476997, + "FN": 63255, + "FP": 13142, + "IoU": 0.7400136123872724, + "TN": 55087398, + "TP": 217453, + "n_pred": 230595, + "n_ref": 280708 + }, + "10": { + "Dice": 0.643055164589571, + "FN": 38876, + "FP": 2969, + "IoU": 0.47389926827428397, + "TN": 55301710, + "TP": 37693, + "n_pred": 40662, + "n_ref": 76569 + }, + "11": { + "Dice": 0.4516567544604928, + "FN": 2998, + "FP": 229, + "IoU": 0.29170324846356455, + "TN": 55376692, + "TP": 1329, + "n_pred": 1558, + "n_ref": 4327 + }, + "12": { + "Dice": 0.7136844266502412, + "FN": 1252, + "FP": 1537, + "IoU": 0.554828411811652, + "TN": 55374983, + "TP": 3476, + "n_pred": 5013, + "n_ref": 4728 + }, + "13": { + "Dice": 0.5058501783590963, + "FN": 33600, + "FP": 7958, + "IoU": 0.338553852520333, + "TN": 55318419, + "TP": 21271, + "n_pred": 29229, + "n_ref": 54871 + }, + "14": { + "Dice": 0.7221565207787846, + "FN": 16719, + "FP": 43660, + "IoU": 0.5651369142791294, + "TN": 55242402, + "TP": 78467, + "n_pred": 122127, + "n_ref": 95186 + }, + "15": { + "Dice": 0.71676052682068, + "FN": 24349, + "FP": 25845, + "IoU": 0.5585555477379863, + "TN": 55267544, + "TP": 63510, + "n_pred": 89355, + "n_ref": 87859 + }, + "2": { + "Dice": 0.6430802839282473, + "FN": 94397, + "FP": 17684, + "IoU": 0.473926553141956, + "TN": 55168196, + "TP": 100971, + "n_pred": 118655, + "n_ref": 195368 + }, + "3": { + "Dice": 0.7445323090279041, + "FN": 30375, + "FP": 74974, + "IoU": 0.5930318353723785, + "TN": 55122385, + "TP": 153514, + "n_pred": 228488, + "n_ref": 183889 + }, + "4": { + "Dice": 0.6996089049338147, + "FN": 2758, + "FP": 1236, + "IoU": 0.5379988432620012, + "TN": 55372603, + "TP": 4651, + "n_pred": 5887, + "n_ref": 7409 + }, + "5": { + "Dice": 0.6917223887479825, + "FN": 2640, + "FP": 34, + "IoU": 0.5287275290800141, + "TN": 55375574, + "TP": 3000, + "n_pred": 3034, + "n_ref": 5640 + }, + "6": { + "Dice": 0.950435372763929, + "FN": 57072, + "FP": 93299, + "IoU": 0.9055520242396226, + "TN": 53789144, + "TP": 1441733, + "n_pred": 1535032, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.5468058260216324, + "FN": 100281, + "FP": 23993, + "IoU": 0.3762785702096905, + "TN": 55182002, + "TP": 74972, + "n_pred": 98965, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9567846955626569, + "FN": 2440, + "FP": 1590, + "IoU": 0.9171497882488384, + "TN": 55332606, + "TP": 44612, + "n_pred": 46202, + "n_ref": 47052 + }, + "9": { + "Dice": 0.6552959873689896, + "FN": 19373, + "FP": 13812, + "IoU": 0.48731615375108145, + "TN": 55316520, + "TP": 31543, + "n_pred": 45355, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.969324720624827, + "FN": 13902, + "FP": 3493, + "IoU": 0.940475375728873, + "TN": 110854383, + "TP": 274837, + "n_pred": 278330, + "n_ref": 288739 + }, + "10": { + "Dice": 0.794706309812664, + "FN": 17751, + "FP": 15585, + "IoU": 0.6593466109402303, + "TN": 111048756, + "TP": 64523, + "n_pred": 80108, + "n_ref": 82274 + }, + "11": { + "Dice": 0.7402422611036339, + "FN": 1159, + "FP": 578, + "IoU": 0.5876068376068376, + "TN": 111142403, + "TP": 2475, + "n_pred": 3053, + "n_ref": 3634 + }, + "12": { + "Dice": 0.7714952432238378, + "FN": 955, + "FP": 318, + "IoU": 0.6279953243717125, + "TN": 111143193, + "TP": 2149, + "n_pred": 2467, + "n_ref": 3104 + }, + "13": { + "Dice": 0.6054185979736658, + "FN": 33075, + "FP": 5403, + "IoU": 0.43412209362177745, + "TN": 111078618, + "TP": 29519, + "n_pred": 34922, + "n_ref": 62594 + }, + "14": { + "Dice": 0.6100428909053774, + "FN": 9754, + "FP": 30341, + "IoU": 0.4388933204584575, + "TN": 111075158, + "TP": 31362, + "n_pred": 61703, + "n_ref": 41116 + }, + "15": { + "Dice": 0.21571385511905958, + "FN": 6041, + "FP": 134467, + "IoU": 0.12089644687200855, + "TN": 110986784, + "TP": 19323, + "n_pred": 153790, + "n_ref": 25364 + }, + "2": { + "Dice": 0.526364707181507, + "FN": 98688, + "FP": 4250, + "IoU": 0.3571879078539001, + "TN": 110986478, + "TP": 57199, + "n_pred": 61449, + "n_ref": 155887 + }, + "3": { + "Dice": 0.7903929325964081, + "FN": 30193, + "FP": 83505, + "IoU": 0.6534294928459518, + "TN": 110818549, + "TP": 214368, + "n_pred": 297873, + "n_ref": 244561 + }, + "4": { + "Dice": 0.8034179100577491, + "FN": 3465, + "FP": 4058, + "IoU": 0.671427323549965, + "TN": 111123719, + "TP": 15373, + "n_pred": 19431, + "n_ref": 18838 + }, + "5": { + "Dice": 0.8828790908134273, + "FN": 572, + "FP": 541, + "IoU": 0.7903165033911078, + "TN": 111141307, + "TP": 4195, + "n_pred": 4736, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9644431164562636, + "FN": 29063, + "FP": 87081, + "IoU": 0.9313279953833946, + "TN": 109455329, + "TP": 1575142, + "n_pred": 1662223, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.29353013639012443, + "FN": 299114, + "FP": 83982, + "IoU": 0.1720101495195404, + "TN": 110683933, + "TP": 79586, + "n_pred": 163568, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9475351023690233, + "FN": 3955, + "FP": 4527, + "IoU": 0.9003009074239503, + "TN": 111061539, + "TP": 76594, + "n_pred": 81121, + "n_ref": 80549 + }, + "9": { + "Dice": 0.7914562824657634, + "FN": 12278, + "FP": 10686, + "IoU": 0.6548842801322513, + "TN": 111080075, + "TP": 43576, + "n_pred": 54262, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9761346627789491, + "FN": 7519, + "FP": 2000, + "IoU": 0.9533818826490884, + "TN": 96916834, + "TP": 194672, + "n_pred": 196672, + "n_ref": 202191 + }, + "10": { + "Dice": 0.6463215427611461, + "FN": 32658, + "FP": 13027, + "IoU": 0.4774557350048039, + "TN": 97033597, + "TP": 41743, + "n_pred": 54770, + "n_ref": 74401 + }, + "11": { + "Dice": 0.6799610894941635, + "FN": 1815, + "FP": 159, + "IoU": 0.5151068533529846, + "TN": 97116954, + "TP": 2097, + "n_pred": 2256, + "n_ref": 3912 + }, + "12": { + "Dice": 0.6264940239043825, + "FN": 2767, + "FP": 233, + "IoU": 0.45612762871646123, + "TN": 97115509, + "TP": 2516, + "n_pred": 2749, + "n_ref": 5283 + }, + "13": { + "Dice": 0.5281456499684681, + "FN": 32109, + "FP": 2309, + "IoU": 0.3588301043219076, + "TN": 97067345, + "TP": 19262, + "n_pred": 21571, + "n_ref": 51371 + }, + "14": { + "Dice": 0.8912670630290234, + "FN": 13006, + "FP": 16347, + "IoU": 0.8038609058227645, + "TN": 96971371, + "TP": 120301, + "n_pred": 136648, + "n_ref": 133307 + }, + "15": { + "Dice": 0.668461517854751, + "FN": 18593, + "FP": 30911, + "IoU": 0.5020219293833619, + "TN": 97021615, + "TP": 49906, + "n_pred": 80817, + "n_ref": 68499 + }, + "2": { + "Dice": 0.5006214503961747, + "FN": 109393, + "FP": 6321, + "IoU": 0.33388596263995624, + "TN": 96947310, + "TP": 58001, + "n_pred": 64322, + "n_ref": 167394 + }, + "3": { + "Dice": 0.7766735491165443, + "FN": 12391, + "FP": 106912, + "IoU": 0.6348865820367491, + "TN": 96794269, + "TP": 207453, + "n_pred": 314365, + "n_ref": 219844 + }, + "4": { + "Dice": 0.8991906240027849, + "FN": 1735, + "FP": 1740, + "IoU": 0.8168449902493017, + "TN": 97102052, + "TP": 15498, + "n_pred": 17238, + "n_ref": 17233 + }, + "5": { + "Dice": 0.5650366873621017, + "FN": 6952, + "FP": 1525, + "IoU": 0.3937638561109919, + "TN": 97107042, + "TP": 5506, + "n_pred": 7031, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9383093783062993, + "FN": 33454, + "FP": 170915, + "IoU": 0.8837879502123012, + "TN": 95362438, + "TP": 1554218, + "n_pred": 1725133, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.49885270353988986, + "FN": 211215, + "FP": 20948, + "IoU": 0.33231429368473425, + "TN": 96773312, + "TP": 115550, + "n_pred": 136498, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9480949919421048, + "FN": 6568, + "FP": 3674, + "IoU": 0.9013123663062959, + "TN": 97017243, + "TP": 93540, + "n_pred": 97214, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9074839326499177, + "FN": 10019, + "FP": 7399, + "IoU": 0.8306366924662596, + "TN": 97018181, + "TP": 85426, + "n_pred": 92825, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9393676412223839, + "FN": 19619, + "FP": 3297, + "IoU": 0.8856675297979874, + "TN": 78855972, + "TP": 177517, + "n_pred": 180814, + "n_ref": 197136 + }, + "10": { + "Dice": 0.39664137549774464, + "FN": 68259, + "FP": 7048, + "IoU": 0.24738157105736558, + "TN": 78956345, + "TP": 24753, + "n_pred": 31801, + "n_ref": 93012 + }, + "11": { + "Dice": 0.6704361873990307, + "FN": 1349, + "FP": 283, + "IoU": 0.5042527339003645, + "TN": 79053113, + "TP": 1660, + "n_pred": 1943, + "n_ref": 3009 + }, + "12": { + "Dice": 0.5522658610271903, + "FN": 1633, + "FP": 590, + "IoU": 0.3814691151919866, + "TN": 79052811, + "TP": 1371, + "n_pred": 1961, + "n_ref": 3004 + }, + "13": { + "Dice": 0.6196536085698647, + "FN": 33776, + "FP": 5138, + "IoU": 0.4489116734878847, + "TN": 78985792, + "TP": 31699, + "n_pred": 36837, + "n_ref": 65475 + }, + "14": { + "Dice": 0.667160212143646, + "FN": 10392, + "FP": 17033, + "IoU": 0.500555444264355, + "TN": 79001494, + "TP": 27486, + "n_pred": 44519, + "n_ref": 37878 + }, + "15": { + "Dice": 0.5402164111812444, + "FN": 14568, + "FP": 26224, + "IoU": 0.3700660942615356, + "TN": 78991649, + "TP": 23964, + "n_pred": 50188, + "n_ref": 38532 + }, + "2": { + "Dice": 0.7452548429197808, + "FN": 36516, + "FP": 15599, + "IoU": 0.5939491686534836, + "TN": 78928059, + "TP": 76231, + "n_pred": 91830, + "n_ref": 112747 + }, + "3": { + "Dice": 0.7950474464228596, + "FN": 31899, + "FP": 14235, + "IoU": 0.6598163919920362, + "TN": 78920790, + "TP": 89481, + "n_pred": 103716, + "n_ref": 121380 + }, + "4": { + "Dice": 0.6874839504904731, + "FN": 1789, + "FP": 4296, + "IoU": 0.523790890593207, + "TN": 79043627, + "TP": 6693, + "n_pred": 10989, + "n_ref": 8482 + }, + "5": { + "Dice": 0.8507130124777184, + "FN": 1140, + "FP": 200, + "IoU": 0.7402093834819697, + "TN": 79051247, + "TP": 3818, + "n_pred": 4018, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9347701735503688, + "FN": 28480, + "FP": 151581, + "IoU": 0.8775291024904182, + "TN": 77586170, + "TP": 1290174, + "n_pred": 1441755, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.6563660699347499, + "FN": 238580, + "FP": 7888, + "IoU": 0.48850066617689175, + "TN": 78574551, + "TP": 235386, + "n_pred": 243274, + "n_ref": 473966 + }, + "8": { + "Dice": 0.9149760357166306, + "FN": 3655, + "FP": 1525, + "IoU": 0.8432772600750332, + "TN": 79023353, + "TP": 27872, + "n_pred": 29397, + "n_ref": 31527 + }, + "9": { + "Dice": 0.8638487901131997, + "FN": 13065, + "FP": 5289, + "IoU": 0.760329067641682, + "TN": 78979825, + "TP": 58226, + "n_pred": 63515, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.916176500896519, + "FN": 11152, + "FP": 29520, + "IoU": 0.8453189118471445, + "TN": 122448999, + "TP": 222269, + "n_pred": 251789, + "n_ref": 233421 + }, + "10": { + "Dice": 0.644066664121263, + "FN": 42921, + "FP": 31657, + "IoU": 0.4749987680654404, + "TN": 122569887, + "TP": 67475, + "n_pred": 99132, + "n_ref": 110396 + }, + "11": { + "Dice": 0.4257969952363503, + "FN": 3020, + "FP": 114, + "IoU": 0.2704841713221601, + "TN": 122707644, + "TP": 1162, + "n_pred": 1276, + "n_ref": 4182 + }, + "12": { + "Dice": 0.6474995927675518, + "FN": 2315, + "FP": 2013, + "IoU": 0.47874262314825966, + "TN": 122703637, + "TP": 3975, + "n_pred": 5988, + "n_ref": 6290 + }, + "13": { + "Dice": 0.07205892335890299, + "FN": 51677, + "FP": 3001, + "IoU": 0.037376102533406105, + "TN": 122655139, + "TP": 2123, + "n_pred": 5124, + "n_ref": 53800 + }, + "14": { + "Dice": 0.6522651585664082, + "FN": 15542, + "FP": 82715, + "IoU": 0.48397143007195, + "TN": 122521530, + "TP": 92153, + "n_pred": 174868, + "n_ref": 107695 + }, + "15": { + "Dice": 0.6474084582833941, + "FN": 11387, + "FP": 31858, + "IoU": 0.4786429888965243, + "TN": 122628993, + "TP": 39702, + "n_pred": 71560, + "n_ref": 51089 + }, + "2": { + "Dice": 0.28680535622917475, + "FN": 113959, + "FP": 339, + "IoU": 0.16740967365967366, + "TN": 122574660, + "TP": 22982, + "n_pred": 23321, + "n_ref": 136941 + }, + "3": { + "Dice": 0.6540389588002069, + "FN": 3602, + "FP": 146917, + "IoU": 0.485927109908913, + "TN": 122419143, + "TP": 142278, + "n_pred": 289195, + "n_ref": 145880 + }, + "4": { + "Dice": 0.512346420138472, + "FN": 39871, + "FP": 8869, + "IoU": 0.34439901000753254, + "TN": 122637596, + "TP": 25604, + "n_pred": 34473, + "n_ref": 65475 + }, + "5": { + "Dice": 0.44083278472679394, + "FN": 11852, + "FP": 1738, + "IoU": 0.28273605320103445, + "TN": 122692993, + "TP": 5357, + "n_pred": 7095, + "n_ref": 17209 + }, + "6": { + "Dice": 0.941506394645411, + "FN": 43580, + "FP": 163583, + "IoU": 0.8894776405663896, + "TN": 120837541, + "TP": 1667236, + "n_pred": 1830819, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.5831933481800949, + "FN": 268868, + "FP": 156171, + "IoU": 0.41162521888994247, + "TN": 121989545, + "TP": 297356, + "n_pred": 453527, + "n_ref": 566224 + }, + "8": { + "Dice": 0.9184943739636482, + "FN": 7109, + "FP": 15846, + "IoU": 0.8492737826338184, + "TN": 122559644, + "TP": 129341, + "n_pred": 145187, + "n_ref": 136450 + }, + "9": { + "Dice": 0.7727576831646524, + "FN": 20459, + "FP": 11469, + "IoU": 0.6296700110189642, + "TN": 122625725, + "TP": 54287, + "n_pred": 65756, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/loop_001/summary_cross_val.json b/nnActive_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/loop_001/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..140b424eccc9f6ebe9a6f1ca93f7516186464317 --- /dev/null +++ b/nnActive_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/loop_001/summary_cross_val.json @@ -0,0 +1,11448 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.6037439984616221, + "FN": 260.1857142857143, + "FP": 526.9571428571429, + "IoU": 0.5276990612074, + "TN": 209073.26190476186, + "TP": 2921.309523809524, + "n_pred": 3448.266666666667, + "n_ref": 3181.4952380952377 + }, + "mean": { + "1": { + "Dice": 0.9638027675424459, + "FN": 434.57142857142856, + "FP": 162.42857142857142, + "IoU": 0.9308510964778441, + "TN": 204790.85714285713, + "TP": 7393.857142857143, + "n_pred": 7556.285714285715, + "n_ref": 7828.428571428572 + }, + "10": { + "Dice": 0.29056016356497294, + "FN": 95.21428571428571, + "FP": 186.21428571428572, + "IoU": 0.2575158553661148, + "TN": 211607.0, + "TP": 893.2857142857143, + "n_pred": 1079.5, + "n_ref": 988.5 + }, + "11": { + "Dice": 0.6304842604882068, + "FN": 215.71428571428572, + "FP": 52.92857142857143, + "IoU": 0.4796180595009725, + "TN": 212284.14285714287, + "TP": 228.92857142857142, + "n_pred": 281.85714285714283, + "n_ref": 444.64285714285717 + }, + "12": { + "Dice": 0.09654218533886584, + "FN": 208.78571428571428, + "FP": 0.0, + "IoU": 0.05342927127985303, + "TN": 212548.0, + "TP": 24.928571428571427, + "n_pred": 24.928571428571427, + "n_ref": 233.71428571428572 + }, + "13": { + "Dice": 0.3175847754295528, + "FN": 91.64285714285714, + "FP": 427.85714285714283, + "IoU": 0.2634235547395353, + "TN": 211404.57142857142, + "TP": 857.6428571428571, + "n_pred": 1285.5, + "n_ref": 949.2857142857143 + }, + "14": { + "Dice": 0.4638106270282109, + "FN": 90.0, + "FP": 2061.0, + "IoU": 0.3564803734020166, + "TN": 207783.64285714287, + "TP": 2847.0714285714284, + "n_pred": 4908.071428571428, + "n_ref": 2937.0714285714284 + }, + "15": { + "Dice": 0.7103769157317505, + "FN": 893.3571428571429, + "FP": 790.4285714285714, + "IoU": 0.5509699389276055, + "TN": 209019.2142857143, + "TP": 2078.714285714286, + "n_pred": 2869.1428571428573, + "n_ref": 2972.0714285714284 + }, + "2": { + "Dice": 0.9493224549360356, + "FN": 146.07142857142858, + "FP": 146.57142857142858, + "IoU": 0.9037092669841348, + "TN": 209356.2857142857, + "TP": 3132.785714285714, + "n_pred": 3279.3571428571427, + "n_ref": 3278.8571428571427 + }, + "3": { + "Dice": 0.9703454411137542, + "FN": 109.71428571428571, + "FP": 96.64285714285714, + "IoU": 0.9425182347068662, + "TN": 208954.07142857142, + "TP": 3621.285714285714, + "n_pred": 3717.9285714285716, + "n_ref": 3731.0 + }, + "4": { + "Dice": 0.7266863784587401, + "FN": 147.0, + "FP": 144.14285714285714, + "IoU": 0.5873818163959209, + "TN": 211804.42857142858, + "TP": 686.1428571428571, + "n_pred": 830.2857142857143, + "n_ref": 833.1428571428571 + }, + "5": { + "Dice": 0.7331617331617332, + "FN": 246.5, + "FP": 20.071428571428573, + "IoU": 0.5787334913647139, + "TN": 212148.92857142858, + "TP": 366.2142857142857, + "n_pred": 386.2857142857143, + "n_ref": 612.7142857142857 + }, + "6": { + "Dice": 0.4738582147812113, + "FN": 488.2857142857143, + "FP": 2564.285714285714, + "IoU": 0.4507344268851846, + "TN": 196451.7142857143, + "TP": 13277.42857142857, + "n_pred": 15841.714285714286, + "n_ref": 13765.714285714286 + }, + "7": { + "Dice": 0.5689306915009807, + "FN": 106.35714285714286, + "FP": 221.07142857142858, + "IoU": 0.5410318673491098, + "TN": 210446.7142857143, + "TP": 2007.5714285714287, + "n_pred": 2228.6428571428573, + "n_ref": 2113.9285714285716 + }, + "8": { + "Dice": 0.6490302238268171, + "FN": 62.142857142857146, + "FP": 723.0714285714286, + "IoU": 0.5907516010104024, + "TN": 207980.0, + "TP": 4016.5, + "n_pred": 4739.571428571428, + "n_ref": 4078.6428571428573 + }, + "9": { + "Dice": 0.5116631440210542, + "FN": 567.4285714285714, + "FP": 307.64285714285717, + "IoU": 0.42833706372072533, + "TN": 209519.35714285713, + "TP": 2387.285714285714, + "n_pred": 2694.9285714285716, + "n_ref": 2954.714285714286 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7338548077020882, + "FN": 885, + "FP": 25280, + "IoU": 0.5795976734470902, + "TN": 112994, + "TP": 36073, + "n_pred": 61353, + "n_ref": 36958 + }, + "15": { + "Dice": 0.6986058862580217, + "FN": 2805, + "FP": 8091, + "IoU": 0.5368134670974324, + "TN": 151708, + "TP": 12628, + "n_pred": 20719, + "n_ref": 15433 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 231, + "IoU": 0.0, + "TN": 175001, + "TP": 0, + "n_pred": 231, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7795624297706392, + "FN": 356, + "FP": 2979, + "IoU": 0.6387564991334489, + "TN": 166000, + "TP": 5897, + "n_pred": 8876, + "n_ref": 6253 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9353218210361067, + "FN": 256, + "FP": 156, + "IoU": 0.8785019168386906, + "TN": 171841, + "TP": 2979, + "n_pred": 3135, + "n_ref": 3235 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 687, + "IoU": 0.0, + "TN": 174545, + "TP": 0, + "n_pred": 687, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.6676323004500543, + "FN": 68, + "FP": 6357, + "IoU": 0.5010871253300202, + "TN": 162354, + "TP": 6453, + "n_pred": 12810, + "n_ref": 6521 + }, + "9": { + "Dice": 0.7432426838859224, + "FN": 4127, + "FP": 2076, + "IoU": 0.5913971411632962, + "TN": 160051, + "TP": 8978, + "n_pred": 11054, + "n_ref": 13105 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 27, + "FP": 0, + "IoU": 0.0, + "TN": 350437, + "TP": 0, + "n_pred": 0, + "n_ref": 27 + }, + "11": { + "Dice": 0.7866850502265117, + "FN": 558, + "FP": 525, + "IoU": 0.6483766233766234, + "TN": 347384, + "TP": 1997, + "n_pred": 2522, + "n_ref": 2555 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8083614473771251, + "FN": 860, + "FP": 2037, + "IoU": 0.6783612745642278, + "TN": 341457, + "TP": 6110, + "n_pred": 8147, + "n_ref": 6970 + }, + "14": { + "Dice": 0.6575770733825445, + "FN": 375, + "FP": 3568, + "IoU": 0.48984344675895974, + "TN": 342735, + "TP": 3786, + "n_pred": 7354, + "n_ref": 4161 + }, + "15": { + "Dice": 0.7221479452054794, + "FN": 9702, + "FP": 2975, + "IoU": 0.5651264107577785, + "TN": 321313, + "TP": 16474, + "n_pred": 19449, + "n_ref": 26176 + }, + "2": { + "Dice": 0.9588982969120682, + "FN": 1346, + "FP": 785, + "IoU": 0.9210419059616881, + "TN": 323475, + "TP": 24858, + "n_pred": 25643, + "n_ref": 26204 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.5961739130434782, + "FN": 1112, + "FP": 49, + "IoU": 0.42467789890981167, + "TN": 348446, + "TP": 857, + "n_pred": 906, + "n_ref": 1969 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.970140769075125, + "FN": 1592, + "FP": 1507, + "IoU": 0.942012985797953, + "TN": 297021, + "TP": 50344, + "n_pred": 51851, + "n_ref": 51936 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.918187506517885, + "FN": 1675, + "FP": 1463, + "IoU": 0.8487492167542295, + "TN": 329717, + "TP": 17609, + "n_pred": 19072, + "n_ref": 19284 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8571988438740019, + "FN": 946, + "FP": 1969, + "IoU": 0.7500857338820301, + "TN": 163568, + "TP": 8749, + "n_pred": 10718, + "n_ref": 9695 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9285117653050831, + "FN": 2709, + "FP": 4309, + "IoU": 0.8665627257862114, + "TN": 122638, + "TP": 45576, + "n_pred": 49885, + "n_ref": 48285 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 449, + "IoU": 0.0, + "TN": 174783, + "TP": 0, + "n_pred": 449, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8716804906949188, + "FN": 1306, + "FP": 2376, + "IoU": 0.7725475660983444, + "TN": 159044, + "TP": 12506, + "n_pred": 14882, + "n_ref": 13812 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.19308437067773168, + "FN": 2917, + "FP": 0, + "IoU": 0.10685854255970606, + "TN": 171966, + "TP": 349, + "n_pred": 349, + "n_ref": 3266 + }, + "13": { + "Dice": 0.0, + "FN": 67, + "FP": 0, + "IoU": 0.0, + "TN": 175165, + "TP": 0, + "n_pred": 0, + "n_ref": 67 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9622789485668024, + "FN": 584, + "FP": 907, + "IoU": 0.9273002096640499, + "TN": 154723, + "TP": 19018, + "n_pred": 19925, + "n_ref": 19602 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9653925144836465, + "FN": 48, + "FP": 1081, + "IoU": 0.9331002607252904, + "TN": 158356, + "TP": 15747, + "n_pred": 16828, + "n_ref": 15795 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 175229, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 932, + "IoU": 0.0, + "TN": 349532, + "TP": 0, + "n_pred": 932, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 350458, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 16612, + "IoU": 0.0, + "TN": 333852, + "TP": 0, + "n_pred": 16612, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1185, + "IoU": 0.0, + "TN": 349279, + "TP": 0, + "n_pred": 1185, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 831, + "IoU": 0.0, + "TN": 349633, + "TP": 0, + "n_pred": 831, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 127, + "IoU": 0.0, + "TN": 350337, + "TP": 0, + "n_pred": 127, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9228481370726582, + "FN": 512, + "FP": 4261, + "IoU": 0.8567484018127794, + "TN": 141913, + "TP": 28546, + "n_pred": 32807, + "n_ref": 29058 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9438403416557162, + "FN": 4896, + "FP": 1942, + "IoU": 0.8936530894726201, + "TN": 110933, + "TP": 57461, + "n_pred": 59403, + "n_ref": 62357 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 979, + "FP": 4132, + "IoU": 0.0, + "TN": 170121, + "TP": 0, + "n_pred": 4132, + "n_ref": 979 + }, + "7": { + "Dice": 0.936430025140668, + "FN": 49, + "FP": 482, + "IoU": 0.8804592525889239, + "TN": 170790, + "TP": 3911, + "n_pred": 4393, + "n_ref": 3960 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.47428347074990185, + "FN": 2462, + "FP": 216, + "IoU": 0.31085949562532167, + "TN": 171346, + "TP": 1208, + "n_pred": 1424, + "n_ref": 3670 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 42, + "IoU": 0.0, + "TN": 175190, + "TP": 0, + "n_pred": 42, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9537472468599322, + "FN": 443, + "FP": 1111, + "IoU": 0.9115839781520255, + "TN": 157656, + "TP": 16022, + "n_pred": 17133, + "n_ref": 16465 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9693650467968244, + "FN": 844, + "FP": 3038, + "IoU": 0.9405513016845329, + "TN": 109932, + "TP": 61418, + "n_pred": 64456, + "n_ref": 62262 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.5527488855869243, + "FN": 1, + "FP": 601, + "IoU": 0.38193018480492813, + "TN": 174258, + "TP": 372, + "n_pred": 973, + "n_ref": 373 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9837651934291757, + "FN": 1188, + "FP": 332, + "IoU": 0.9680491034830682, + "TN": 302891, + "TP": 46053, + "n_pred": 46385, + "n_ref": 47241 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 350458, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.978411933660706, + "FN": 952, + "FP": 446, + "IoU": 0.9577362597496826, + "TN": 317386, + "TP": 31680, + "n_pred": 32126, + "n_ref": 32632 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9616717635066259, + "FN": 298, + "FP": 454, + "IoU": 0.9261731788729629, + "TN": 340278, + "TP": 9434, + "n_pred": 9888, + "n_ref": 9732 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7331617331617332, + "FN": 3451, + "FP": 281, + "IoU": 0.5787334913647139, + "TN": 166373, + "TP": 5127, + "n_pred": 5408, + "n_ref": 8578 + }, + "6": { + "Dice": 0.0, + "FN": 200, + "FP": 1354, + "IoU": 0.0, + "TN": 173678, + "TP": 0, + "n_pred": 1354, + "n_ref": 200 + }, + "7": { + "Dice": 0.9465516688576101, + "FN": 1142, + "FP": 525, + "IoU": 0.8985269052836621, + "TN": 158804, + "TP": 14761, + "n_pred": 15286, + "n_ref": 15903 + }, + "8": { + "Dice": 0.9630960803735673, + "FN": 754, + "FP": 1854, + "IoU": 0.9288190179862987, + "TN": 138593, + "TP": 34031, + "n_pred": 35885, + "n_ref": 34785 + }, + "9": { + "Dice": 0.8557997881355932, + "FN": 2141, + "FP": 37, + "IoU": 0.747945839601898, + "TN": 166591, + "TP": 6463, + "n_pred": 6500, + "n_ref": 8604 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0398.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.4461056102991131, + "FN": 1153.0666666666666, + "FP": 1147.9743589743591, + "IoU": 0.37576722143994645, + "TN": 208300.64615384617, + "TP": 5068.466666666668, + "n_pred": 6216.441025641025, + "n_ref": 6221.533333333336 + }, + "mean": { + "1": { + "Dice": 0.19473095737246682, + "FN": 1028.076923076923, + "FP": 629.3076923076923, + "IoU": 0.18973241642268673, + "TN": 211869.23076923078, + "TP": 2143.5384615384614, + "n_pred": 2772.846153846154, + "n_ref": 3171.6153846153848 + }, + "10": { + "Dice": 0.2090032486863222, + "FN": 1087.1538461538462, + "FP": 1088.076923076923, + "IoU": 0.15344165125914394, + "TN": 212192.53846153847, + "TP": 1302.3846153846155, + "n_pred": 2390.4615384615386, + "n_ref": 2389.5384615384614 + }, + "11": { + "Dice": 0.3436777449187782, + "FN": 302.38461538461536, + "FP": 179.53846153846155, + "IoU": 0.25078811648005883, + "TN": 214919.76923076922, + "TP": 268.46153846153845, + "n_pred": 448.0, + "n_ref": 570.8461538461538 + }, + "12": { + "Dice": 0.2627307131331437, + "FN": 368.53846153846155, + "FP": 21.846153846153847, + "IoU": 0.17986317927224063, + "TN": 215147.0, + "TP": 132.76923076923077, + "n_pred": 154.6153846153846, + "n_ref": 501.3076923076923 + }, + "13": { + "Dice": 0.3348789445132727, + "FN": 1663.6923076923076, + "FP": 1499.076923076923, + "IoU": 0.23640718844809852, + "TN": 210727.53846153847, + "TP": 1779.8461538461538, + "n_pred": 3278.923076923077, + "n_ref": 3443.5384615384614 + }, + "14": { + "Dice": 0.4419802934884141, + "FN": 587.4615384615385, + "FP": 5.461538461538462, + "IoU": 0.3960257033317134, + "TN": 212820.61538461538, + "TP": 2256.6153846153848, + "n_pred": 2262.076923076923, + "n_ref": 2844.076923076923 + }, + "15": { + "Dice": 0.8563477204877802, + "FN": 124.6923076923077, + "FP": 312.0769230769231, + "IoU": 0.7487832935138483, + "TN": 213931.53846153847, + "TP": 1301.8461538461538, + "n_pred": 1613.923076923077, + "n_ref": 1426.5384615384614 + }, + "2": { + "Dice": 0.5214684743908035, + "FN": 2894.3846153846152, + "FP": 584.1538461538462, + "IoU": 0.4508504608882486, + "TN": 209460.84615384616, + "TP": 2730.769230769231, + "n_pred": 3314.923076923077, + "n_ref": 5625.153846153846 + }, + "3": { + "Dice": 0.4489667662761536, + "FN": 494.6923076923077, + "FP": 2322.3076923076924, + "IoU": 0.4117603860617014, + "TN": 208100.15384615384, + "TP": 4753.0, + "n_pred": 7075.307692307692, + "n_ref": 5247.692307692308 + }, + "4": { + "Dice": 0.06618399470031013, + "FN": 1763.5384615384614, + "FP": 1927.0, + "IoU": 0.037567270065119375, + "TN": 211692.0, + "TP": 287.61538461538464, + "n_pred": 2214.6153846153848, + "n_ref": 2051.153846153846 + }, + "5": { + "Dice": 0.769825918762089, + "FN": 0.6153846153846154, + "FP": 8.538461538461538, + "IoU": 0.6257861635220126, + "TN": 215645.6923076923, + "TP": 15.307692307692308, + "n_pred": 23.846153846153847, + "n_ref": 15.923076923076923 + }, + "6": { + "Dice": 0.5732748165013871, + "FN": 1398.1538461538462, + "FP": 7029.846153846154, + "IoU": 0.5400527530175685, + "TN": 159731.38461538462, + "TP": 47510.769230769234, + "n_pred": 54540.61538461538, + "n_ref": 48908.92307692308 + }, + "7": { + "Dice": 0.19966901409464036, + "FN": 2932.3846153846152, + "FP": 944.0769230769231, + "IoU": 0.14842098830342776, + "TN": 208036.6923076923, + "TP": 3757.0, + "n_pred": 4701.076923076923, + "n_ref": 6689.384615384615 + }, + "8": { + "Dice": 0.8102702787750188, + "FN": 504.61538461538464, + "FP": 152.15384615384616, + "IoU": 0.7136390718957573, + "TN": 213026.53846153847, + "TP": 1986.8461538461538, + "n_pred": 2139.0, + "n_ref": 2491.4615384615386 + }, + "9": { + "Dice": 0.6585752683861162, + "FN": 2145.6153846153848, + "FP": 516.1538461538462, + "IoU": 0.5533896791175718, + "TN": 207208.15384615384, + "TP": 5800.2307692307695, + "n_pred": 6316.384615384615, + "n_ref": 7945.846153846154 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.29279848389134555, + "FN": 2259, + "FP": 2219, + "IoU": 0.17150786308973173, + "TN": 169827, + "TP": 927, + "n_pred": 3146, + "n_ref": 3186 + }, + "11": { + "Dice": 0.3485135989879823, + "FN": 1873, + "FP": 187, + "IoU": 0.2110302566066641, + "TN": 172621, + "TP": 551, + "n_pred": 738, + "n_ref": 2424 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 22, + "IoU": 0.0, + "TN": 175210, + "TP": 0, + "n_pred": 22, + "n_ref": 0 + }, + "13": { + "Dice": 0.04388822218412481, + "FN": 3508, + "FP": 2069, + "IoU": 0.022436459246275197, + "TN": 169527, + "TP": 128, + "n_pred": 2197, + "n_ref": 3636 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.17121377470595367, + "FN": 6820, + "FP": 15, + "IoU": 0.09362153560535738, + "TN": 167691, + "TP": 706, + "n_pred": 721, + "n_ref": 7526 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 2217, + "IoU": 0.0, + "TN": 173015, + "TP": 0, + "n_pred": 2217, + "n_ref": 0 + }, + "4": { + "Dice": 0.006498375406148463, + "FN": 3630, + "FP": 345, + "IoU": 0.003259779338014042, + "TN": 171244, + "TP": 13, + "n_pred": 358, + "n_ref": 3643 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8993550026110397, + "FN": 2215, + "FP": 4916, + "IoU": 0.8171163315551908, + "TN": 136240, + "TP": 31861, + "n_pred": 36777, + "n_ref": 34076 + }, + "7": { + "Dice": 0.0, + "FN": 1, + "FP": 1583, + "IoU": 0.0, + "TN": 173648, + "TP": 0, + "n_pred": 1583, + "n_ref": 1 + }, + "8": { + "Dice": 0.9023668639053254, + "FN": 367, + "FP": 1547, + "IoU": 0.8221024258760108, + "TN": 164473, + "TP": 8845, + "n_pred": 10392, + "n_ref": 9212 + }, + "9": { + "Dice": 0.4292096499065876, + "FN": 6395, + "FP": 632, + "IoU": 0.2732443892853449, + "TN": 165563, + "TP": 2642, + "n_pred": 3274, + "n_ref": 9037 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 175226, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.2886528181879694, + "FN": 2351, + "FP": 8162, + "IoU": 0.168669935157362, + "TN": 162586, + "TP": 2133, + "n_pred": 10295, + "n_ref": 4484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9789242995248238, + "FN": 2556, + "FP": 1560, + "IoU": 0.9587186327803743, + "TN": 75526, + "TP": 95590, + "n_pred": 97150, + "n_ref": 98146 + }, + "7": { + "Dice": 0.4685678273199937, + "FN": 10030, + "FP": 89, + "IoU": 0.3059670781893004, + "TN": 160652, + "TP": 4461, + "n_pred": 4550, + "n_ref": 14491 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 15, + "FP": 0, + "IoU": 0.0, + "TN": 350449, + "TP": 0, + "n_pred": 0, + "n_ref": 15 + }, + "10": { + "Dice": 0.0, + "FN": 150, + "FP": 0, + "IoU": 0.0, + "TN": 350314, + "TP": 0, + "n_pred": 0, + "n_ref": 150 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1448, + "IoU": 0.0, + "TN": 349016, + "TP": 0, + "n_pred": 1448, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2705, + "FP": 0, + "IoU": 0.0, + "TN": 347759, + "TP": 0, + "n_pred": 0, + "n_ref": 2705 + }, + "13": { + "Dice": 0.03411320754716981, + "FN": 5321, + "FP": 7477, + "IoU": 0.017352579852579854, + "TN": 337440, + "TP": 226, + "n_pred": 7703, + "n_ref": 5547 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.3023998262569226, + "FN": 29878, + "FP": 2243, + "IoU": 0.17813371542614437, + "TN": 311381, + "TP": 6962, + "n_pred": 9205, + "n_ref": 36840 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 26619, + "IoU": 0.0, + "TN": 323845, + "TP": 0, + "n_pred": 26619, + "n_ref": 0 + }, + "4": { + "Dice": 0.09738447858216048, + "FN": 15236, + "FP": 14201, + "IoU": 0.05118452860596293, + "TN": 319439, + "TP": 1588, + "n_pred": 15789, + "n_ref": 16824 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9405662519570231, + "FN": 1369, + "FP": 8577, + "IoU": 0.8878009160029782, + "TN": 261818, + "TP": 78700, + "n_pred": 87277, + "n_ref": 80069 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 303, + "IoU": 0.0, + "TN": 350161, + "TP": 0, + "n_pred": 303, + "n_ref": 0 + }, + "8": { + "Dice": 0.4351464435146444, + "FN": 16, + "FP": 119, + "IoU": 0.27807486631016043, + "TN": 350277, + "TP": 52, + "n_pred": 171, + "n_ref": 68 + }, + "9": { + "Dice": 0.819052948170945, + "FN": 896, + "FP": 1691, + "IoU": 0.693556029376925, + "TN": 342022, + "TP": 5855, + "n_pred": 7546, + "n_ref": 6751 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 327, + "IoU": 0.0, + "TN": 174905, + "TP": 0, + "n_pred": 327, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 8, + "FP": 0, + "IoU": 0.0, + "TN": 175224, + "TP": 0, + "n_pred": 0, + "n_ref": 8 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 104, + "IoU": 0.0, + "TN": 175128, + "TP": 0, + "n_pred": 104, + "n_ref": 0 + }, + "5": { + "Dice": 0.769825918762089, + "FN": 8, + "FP": 111, + "IoU": 0.6257861635220126, + "TN": 174914, + "TP": 199, + "n_pred": 310, + "n_ref": 207 + }, + "6": { + "Dice": 0.9598975434676055, + "FN": 2557, + "FP": 5052, + "IoU": 0.9228874880921013, + "TN": 76558, + "TP": 91065, + "n_pred": 96117, + "n_ref": 93622 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9513274336283186, + "FN": 174, + "FP": 2, + "IoU": 0.9071729957805907, + "TN": 173336, + "TP": 1720, + "n_pred": 1722, + "n_ref": 1894 + }, + "9": { + "Dice": 0.8822854759670524, + "FN": 5358, + "FP": 287, + "IoU": 0.7893656716417911, + "TN": 148432, + "TP": 21155, + "n_pred": 21442, + "n_ref": 26513 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7261146496815286, + "FN": 86, + "FP": 0, + "IoU": 0.57, + "TN": 175032, + "TP": 114, + "n_pred": 114, + "n_ref": 200 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9925181830216913, + "FN": 118, + "FP": 1747, + "IoU": 0.98514748980632, + "TN": 49664, + "TP": 123703, + "n_pred": 125450, + "n_ref": 123821 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 11971, + "FP": 0, + "IoU": 0.0, + "TN": 163261, + "TP": 0, + "n_pred": 0, + "n_ref": 11971 + }, + "10": { + "Dice": 0.0, + "FN": 544, + "FP": 941, + "IoU": 0.0, + "TN": 173747, + "TP": 0, + "n_pred": 941, + "n_ref": 544 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4520547945205479, + "FN": 3, + "FP": 77, + "IoU": 0.2920353982300885, + "TN": 175119, + "TP": 33, + "n_pred": 110, + "n_ref": 36 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.22299492675141083, + "FN": 2124, + "FP": 52400, + "IoU": 0.1254891897093732, + "TN": 112884, + "TP": 7824, + "n_pred": 60224, + "n_ref": 9948 + }, + "7": { + "Dice": 0.7985359353036747, + "FN": 17993, + "FP": 4079, + "IoU": 0.6646357213401201, + "TN": 109417, + "TP": 43743, + "n_pred": 47822, + "n_ref": 61736 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9736547868623341, + "FN": 1379, + "FP": 129, + "IoU": 0.9486620821134336, + "TN": 145858, + "TP": 27866, + "n_pred": 27995, + "n_ref": 29245 + }, + "10": { + "Dice": 0.645329471397538, + "FN": 2299, + "FP": 150, + "IoU": 0.47637374385289716, + "TN": 170555, + "TP": 2228, + "n_pred": 2378, + "n_ref": 4527 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5988680580120269, + "FN": 2083, + "FP": 185, + "IoU": 0.427417318858874, + "TN": 171271, + "TP": 1693, + "n_pred": 1878, + "n_ref": 3776 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4578, + "IoU": 0.0, + "TN": 170654, + "TP": 0, + "n_pred": 4578, + "n_ref": 0 + }, + "3": { + "Dice": 0.8216006377595231, + "FN": 4990, + "FP": 157, + "IoU": 0.6972174833813753, + "TN": 158233, + "TP": 11852, + "n_pred": 12009, + "n_ref": 16842 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 337, + "IoU": 0.0, + "TN": 174895, + "TP": 0, + "n_pred": 337, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 559, + "FP": 0, + "IoU": 0.0, + "TN": 174673, + "TP": 0, + "n_pred": 0, + "n_ref": 559 + }, + "8": { + "Dice": 0.9638078902229845, + "FN": 206, + "FP": 216, + "IoU": 0.9301440158914087, + "TN": 169191, + "TP": 5619, + "n_pred": 5835, + "n_ref": 5825 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.6585017350479689, + "FN": 1214, + "FP": 459, + "IoU": 0.4908703590992088, + "TN": 171946, + "TP": 1613, + "n_pred": 2072, + "n_ref": 2827 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.44499178981937604, + "FN": 1352, + "FP": 0, + "IoU": 0.28616684266103487, + "TN": 173338, + "TP": 542, + "n_pred": 542, + "n_ref": 1894 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.955040227165168, + "FN": 199, + "FP": 86, + "IoU": 0.9139492753623188, + "TN": 171920, + "TP": 3027, + "n_pred": 3113, + "n_ref": 3226 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9262773524461095, + "FN": 2309, + "FP": 8553, + "IoU": 0.8626784156563294, + "TN": 96133, + "TP": 68237, + "n_pred": 76790, + "n_ref": 70546 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.803443999906413, + "FN": 7838, + "FP": 563, + "IoU": 0.6714637675491768, + "TN": 149661, + "TP": 17170, + "n_pred": 17733, + "n_ref": 25008 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 350461, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7113733905579399, + "FN": 836, + "FP": 240, + "IoU": 0.5520399666944213, + "TN": 348062, + "TP": 1326, + "n_pred": 1566, + "n_ref": 2162 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5040371910937118, + "FN": 1500, + "FP": 527, + "IoU": 0.33693163231926726, + "TN": 347407, + "TP": 1030, + "n_pred": 1557, + "n_ref": 2530 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.974042368535248, + "FN": 644, + "FP": 672, + "IoU": 0.9493982389356712, + "TN": 324457, + "TP": 24691, + "n_pred": 25363, + "n_ref": 25335 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 1709, + "FP": 60, + "IoU": 0.0, + "TN": 348695, + "TP": 0, + "n_pred": 60, + "n_ref": 1709 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9587642382369418, + "FN": 4928, + "FP": 5451, + "IoU": 0.9207945726081548, + "TN": 219425, + "TP": 120660, + "n_pred": 126111, + "n_ref": 125588 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.8063982349696636, + "FN": 351, + "FP": 0, + "IoU": 0.6756007393715342, + "TN": 349382, + "TP": 731, + "n_pred": 731, + "n_ref": 1082 + }, + "9": { + "Dice": 0.7999141394008157, + "FN": 5480, + "FP": 1045, + "IoU": 0.6665474243663123, + "TN": 330896, + "TP": 13043, + "n_pred": 14088, + "n_ref": 18523 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7338980342016941, + "FN": 8881, + "FP": 1109, + "IoU": 0.5796516031305226, + "TN": 151466, + "TP": 13776, + "n_pred": 14885, + "n_ref": 22657 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7364617677611671, + "FN": 5047, + "FP": 6623, + "IoU": 0.5828567343437232, + "TN": 147256, + "TP": 16306, + "n_pred": 22929, + "n_ref": 21353 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0045682960255824575, + "FN": 0, + "FP": 2179, + "IoU": 0.0022893772893772895, + "TN": 173048, + "TP": 5, + "n_pred": 2184, + "n_ref": 5 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1623, + "IoU": 0.0, + "TN": 173609, + "TP": 0, + "n_pred": 1623, + "n_ref": 0 + }, + "7": { + "Dice": 0.10453686200378072, + "FN": 9460, + "FP": 14, + "IoU": 0.055151092051461056, + "TN": 165205, + "TP": 553, + "n_pred": 567, + "n_ref": 10013 + }, + "8": { + "Dice": 0.6919554455445545, + "FN": 4945, + "FP": 33, + "IoU": 0.5289999053836693, + "TN": 164663, + "TP": 5591, + "n_pred": 5624, + "n_ref": 10536 + }, + "9": { + "Dice": 0.8761206653510009, + "FN": 1926, + "FP": 2468, + "IoU": 0.7795504716034517, + "TN": 155300, + "TP": 15538, + "n_pred": 18006, + "n_ref": 17464 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 8049, + "IoU": 0.0, + "TN": 167183, + "TP": 0, + "n_pred": 8049, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3321, + "IoU": 0.0, + "TN": 171911, + "TP": 0, + "n_pred": 3321, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 606, + "IoU": 0.0, + "TN": 174626, + "TP": 0, + "n_pred": 606, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9742664273450913, + "FN": 1441, + "FP": 1197, + "IoU": 0.9498240608654304, + "TN": 122657, + "TP": 49937, + "n_pred": 51134, + "n_ref": 51378 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 739, + "IoU": 0.0, + "TN": 174493, + "TP": 0, + "n_pred": 739, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 175208, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8839605869768282, + "FN": 7637, + "FP": 65, + "IoU": 0.7920514066634268, + "TN": 138194, + "TP": 29336, + "n_pred": 29401, + "n_ref": 36973 + }, + "15": { + "Dice": 0.8563477204877802, + "FN": 1621, + "FP": 4057, + "IoU": 0.7487832935138483, + "TN": 152630, + "TP": 16924, + "n_pred": 20981, + "n_ref": 18545 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 6078, + "IoU": 0.0, + "TN": 344386, + "TP": 0, + "n_pred": 6078, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5806604331873595, + "FN": 4900, + "FP": 2186, + "IoU": 0.4091060707138092, + "TN": 338472, + "TP": 4906, + "n_pred": 7092, + "n_ref": 9806 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 433, + "IoU": 0.0, + "TN": 350031, + "TP": 0, + "n_pred": 433, + "n_ref": 0 + }, + "7": { + "Dice": 0.02604247403503333, + "FN": 78, + "FP": 6205, + "IoU": 0.013193026543112926, + "TN": 344097, + "TP": 84, + "n_pred": 6289, + "n_ref": 162 + }, + "8": { + "Dice": 0.9208896396396397, + "FN": 501, + "FP": 61, + "IoU": 0.8533785546569267, + "TN": 346631, + "TP": 3271, + "n_pred": 3332, + "n_ref": 3772 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0383.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.4839077934564498, + "FN": 1389.0153846153848, + "FP": 415.38461538461536, + "IoU": 0.40116574717393877, + "TN": 211300.2923076923, + "TP": 2565.4615384615386, + "n_pred": 2980.8461538461543, + "n_ref": 3954.4769230769234 + }, + "mean": { + "1": { + "Dice": 0.9638665020627167, + "FN": 188.0, + "FP": 87.38461538461539, + "IoU": 0.9312308536065328, + "TN": 212071.07692307694, + "TP": 3323.6923076923076, + "n_pred": 3411.076923076923, + "n_ref": 3511.6923076923076 + }, + "10": { + "Dice": 0.5345004174763978, + "FN": 4900.923076923077, + "FP": 544.8461538461538, + "IoU": 0.39115773475404036, + "TN": 206494.76923076922, + "TP": 3729.6153846153848, + "n_pred": 4274.461538461538, + "n_ref": 8630.538461538461 + }, + "11": { + "Dice": 0.138, + "FN": 60.84615384615385, + "FP": 5.461538461538462, + "IoU": 0.07411385606874328, + "TN": 215598.53846153847, + "TP": 5.3076923076923075, + "n_pred": 10.76923076923077, + "n_ref": 66.15384615384616 + }, + "12": { + "Dice": 0.604729091497729, + "FN": 752.7692307692307, + "FP": 173.23076923076923, + "IoU": 0.4468753575507365, + "TN": 214034.92307692306, + "TP": 709.2307692307693, + "n_pred": 882.4615384615385, + "n_ref": 1462.0 + }, + "13": { + "Dice": 0.21042293399798387, + "FN": 3695.4615384615386, + "FP": 1097.3076923076924, + "IoU": 0.12577054994076517, + "TN": 209831.84615384616, + "TP": 1045.5384615384614, + "n_pred": 2142.846153846154, + "n_ref": 4741.0 + }, + "14": { + "Dice": 0.5436358637228836, + "FN": 1056.923076923077, + "FP": 633.6153846153846, + "IoU": 0.45990983683726494, + "TN": 209959.6923076923, + "TP": 4019.923076923077, + "n_pred": 4653.538461538462, + "n_ref": 5076.846153846154 + }, + "15": { + "Dice": 0.4573050830487107, + "FN": 3203.6153846153848, + "FP": 142.6153846153846, + "IoU": 0.3584720619188906, + "TN": 210967.07692307694, + "TP": 1356.8461538461538, + "n_pred": 1499.4615384615386, + "n_ref": 4560.461538461538 + }, + "2": { + "Dice": 0.3100036016567621, + "FN": 347.2307692307692, + "FP": 671.0769230769231, + "IoU": 0.28972591788476265, + "TN": 212003.46153846153, + "TP": 2648.3846153846152, + "n_pred": 3319.4615384615386, + "n_ref": 2995.6153846153848 + }, + "3": { + "Dice": 0.9242795996556218, + "FN": 967.6923076923077, + "FP": 214.6153846153846, + "IoU": 0.8612606158322723, + "TN": 208039.0, + "TP": 6448.846153846154, + "n_pred": 6663.461538461538, + "n_ref": 7416.538461538462 + }, + "4": { + "Dice": 0.5507704296777646, + "FN": 784.5384615384615, + "FP": 110.6923076923077, + "IoU": 0.38006733416482696, + "TN": 214234.76923076922, + "TP": 540.1538461538462, + "n_pred": 650.8461538461538, + "n_ref": 1324.6923076923076 + }, + "5": { + "Dice": 0.02886002886002886, + "FN": 25.0, + "FP": 28.846153846153847, + "IoU": 0.014858841010401188, + "TN": 215614.76923076922, + "TP": 1.5384615384615385, + "n_pred": 30.384615384615383, + "n_ref": 26.53846153846154 + }, + "6": { + "Dice": 0.6035232408767889, + "FN": 1864.2307692307693, + "FP": 529.4615384615385, + "IoU": 0.5271365273093981, + "TN": 206464.07692307694, + "TP": 6812.384615384615, + "n_pred": 7341.846153846154, + "n_ref": 8676.615384615385 + }, + "7": { + "Dice": 0.5328538659705213, + "FN": 1666.8461538461538, + "FP": 547.9230769230769, + "IoU": 0.43497966548254674, + "TN": 210625.23076923078, + "TP": 2830.153846153846, + "n_pred": 3378.076923076923, + "n_ref": 4497.0 + }, + "8": { + "Dice": 0.6029102895031052, + "FN": 351.6923076923077, + "FP": 445.84615384615387, + "IoU": 0.5517642894010092, + "TN": 210945.61538461538, + "TP": 3927.0, + "n_pred": 4372.846153846154, + "n_ref": 4278.692307692308 + }, + "9": { + "Dice": 0.25295595383973135, + "FN": 969.4615384615385, + "FP": 997.8461538461538, + "IoU": 0.17016276584689177, + "TN": 212619.53846153847, + "TP": 1083.3076923076924, + "n_pred": 2081.153846153846, + "n_ref": 2052.769230769231 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 175202, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6706374530241792, + "FN": 6784, + "FP": 2506, + "IoU": 0.5044804779176445, + "TN": 156484, + "TP": 9458, + "n_pred": 11964, + "n_ref": 16242 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6714270713010606, + "FN": 1949, + "FP": 1180, + "IoU": 0.5053746443250079, + "TN": 168906, + "TP": 3197, + "n_pred": 4377, + "n_ref": 5146 + }, + "13": { + "Dice": 0.15689981096408318, + "FN": 892, + "FP": 0, + "IoU": 0.08512820512820513, + "TN": 174257, + "TP": 83, + "n_pred": 83, + "n_ref": 975 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9212848570420049, + "FN": 1513, + "FP": 940, + "IoU": 0.8540575916230366, + "TN": 158424, + "TP": 14355, + "n_pred": 15295, + "n_ref": 15868 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7929515418502202, + "FN": 2, + "FP": 45, + "IoU": 0.656934306569343, + "TN": 175095, + "TP": 90, + "n_pred": 135, + "n_ref": 92 + }, + "7": { + "Dice": 0.5146089301768055, + "FN": 12643, + "FP": 315, + "IoU": 0.3464467645130378, + "TN": 155405, + "TP": 6869, + "n_pred": 7184, + "n_ref": 19512 + }, + "8": { + "Dice": 0.9188945837373598, + "FN": 587, + "FP": 1755, + "IoU": 0.8499583573579346, + "TN": 159623, + "TP": 13267, + "n_pred": 15022, + "n_ref": 13854 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 175225, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.17946577629382304, + "FN": 1966, + "FP": 0, + "IoU": 0.09857863365428703, + "TN": 173051, + "TP": 215, + "n_pred": 215, + "n_ref": 2181 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3825203544923986, + "FN": 16787, + "FP": 353, + "IoU": 0.23649160318945164, + "TN": 152783, + "TP": 5309, + "n_pred": 5662, + "n_ref": 22096 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.5447610077701908, + "FN": 8334, + "FP": 1333, + "IoU": 0.3743447026082454, + "TN": 159781, + "TP": 5784, + "n_pred": 7117, + "n_ref": 14118 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7991056641271944, + "FN": 18497, + "FP": 3337, + "IoU": 0.6654254585574404, + "TN": 109973, + "TP": 43425, + "n_pred": 46762, + "n_ref": 61922 + }, + "7": { + "Dice": 0.7286088640765638, + "FN": 678, + "FP": 4086, + "IoU": 0.5730800250918541, + "TN": 164073, + "TP": 6395, + "n_pred": 10481, + "n_ref": 7073 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 175202, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.610164748679562, + "FN": 10181, + "FP": 964, + "IoU": 0.4390194795389339, + "TN": 155365, + "TP": 8722, + "n_pred": 9686, + "n_ref": 18903 + }, + "11": { + "Dice": 0.138, + "FN": 791, + "FP": 71, + "IoU": 0.07411385606874328, + "TN": 174301, + "TP": 69, + "n_pred": 140, + "n_ref": 860 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3936552222997236, + "FN": 13072, + "FP": 10399, + "IoU": 0.24506272113219685, + "TN": 144142, + "TP": 7619, + "n_pred": 18018, + "n_ref": 20691 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9300108049702863, + "FN": 4514, + "FP": 668, + "IoU": 0.869177753654288, + "TN": 135621, + "TP": 34429, + "n_pred": 35097, + "n_ref": 38943 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.5567798515853384, + "FN": 1865, + "FP": 106, + "IoU": 0.38578996572140856, + "TN": 172023, + "TP": 1238, + "n_pred": 1344, + "n_ref": 3103 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.957266071389776, + "FN": 852, + "FP": 1115, + "IoU": 0.9180348362363531, + "TN": 151234, + "TP": 22031, + "n_pred": 23146, + "n_ref": 22883 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 380, + "IoU": 0.0, + "TN": 174852, + "TP": 0, + "n_pred": 380, + "n_ref": 0 + }, + "9": { + "Dice": 0.45244596131968146, + "FN": 2187, + "FP": 7439, + "IoU": 0.29236197897522603, + "TN": 161629, + "TP": 3977, + "n_pred": 11416, + "n_ref": 6164 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9866745437836418, + "FN": 265, + "FP": 141, + "IoU": 0.9736995530219602, + "TN": 335027, + "TP": 15031, + "n_pred": 15172, + "n_ref": 15296 + }, + "10": { + "Dice": 0.44643962848297214, + "FN": 11951, + "FP": 2353, + "IoU": 0.28736548425667596, + "TN": 330392, + "TP": 5768, + "n_pred": 8121, + "n_ref": 17719 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7458283671036948, + "FN": 1601, + "FP": 105, + "IoU": 0.5946780708006653, + "TN": 346255, + "TP": 2503, + "n_pred": 2608, + "n_ref": 4104 + }, + "13": { + "Dice": 0.05085525105756851, + "FN": 17278, + "FP": 3364, + "IoU": 0.02609105921207832, + "TN": 329269, + "TP": 553, + "n_pred": 3917, + "n_ref": 17831 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 43, + "IoU": 0.0, + "TN": 350421, + "TP": 0, + "n_pred": 43, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9891260571888845, + "FN": 162, + "FP": 135, + "IoU": 0.9784860557768924, + "TN": 336659, + "TP": 13508, + "n_pred": 13643, + "n_ref": 13670 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.7848101265822784, + "FN": 136, + "FP": 0, + "IoU": 0.6458333333333334, + "TN": 350080, + "TP": 248, + "n_pred": 248, + "n_ref": 384 + }, + "8": { + "Dice": 0.8692171800817048, + "FN": 2125, + "FP": 2613, + "IoU": 0.7686862276033785, + "TN": 329981, + "TP": 15745, + "n_pred": 18358, + "n_ref": 17870 + }, + "9": { + "Dice": 0.5593778540392439, + "FN": 10416, + "FP": 5505, + "IoU": 0.38828908441234106, + "TN": 324437, + "TP": 10106, + "n_pred": 15611, + "n_ref": 20522 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.780701958142668, + "FN": 1704, + "FP": 7737, + "IoU": 0.6402880438924027, + "TN": 148986, + "TP": 16805, + "n_pred": 24542, + "n_ref": 18509 + }, + "15": { + "Dice": 0.786982093843942, + "FN": 6611, + "FP": 1538, + "IoU": 0.6487802775622791, + "TN": 152030, + "TP": 15053, + "n_pred": 16591, + "n_ref": 21664 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9316077441077442, + "FN": 1984, + "FP": 616, + "IoU": 0.871971636793382, + "TN": 330156, + "TP": 17708, + "n_pred": 18324, + "n_ref": 19692 + }, + "10": { + "Dice": 0.41598048185422387, + "FN": 3650, + "FP": 180, + "IoU": 0.2626107046592222, + "TN": 345270, + "TP": 1364, + "n_pred": 1544, + "n_ref": 5014 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4718543046357616, + "FN": 3574, + "FP": 254, + "IoU": 0.3087757313109426, + "TN": 344926, + "TP": 1710, + "n_pred": 1964, + "n_ref": 5284 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2375, + "IoU": 0.0, + "TN": 348089, + "TP": 0, + "n_pred": 2375, + "n_ref": 0 + }, + "3": { + "Dice": 0.8864040193615588, + "FN": 2920, + "FP": 788, + "IoU": 0.7959834938101789, + "TN": 332289, + "TP": 14467, + "n_pred": 15255, + "n_ref": 17387 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.05772005772005772, + "FN": 325, + "FP": 328, + "IoU": 0.029717682020802376, + "TN": 349791, + "TP": 20, + "n_pred": 348, + "n_ref": 345 + }, + "6": { + "Dice": 0.16224552745219, + "FN": 1299, + "FP": 1417, + "IoU": 0.08828465928163813, + "TN": 347485, + "TP": 263, + "n_pred": 1680, + "n_ref": 1562 + }, + "7": { + "Dice": 0.9229791059174322, + "FN": 2482, + "FP": 1031, + "IoU": 0.8569741877697256, + "TN": 325902, + "TP": 21049, + "n_pred": 22080, + "n_ref": 23531 + }, + "8": { + "Dice": 0.9598954277450217, + "FN": 485, + "FP": 957, + "IoU": 0.9228835766618536, + "TN": 331765, + "TP": 17257, + "n_pred": 18214, + "n_ref": 17742 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8990315158649473, + "FN": 1586, + "FP": 301, + "IoU": 0.8165824261275272, + "TN": 340176, + "TP": 8401, + "n_pred": 8702, + "n_ref": 9987 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4108459869848156, + "FN": 2075, + "FP": 641, + "IoU": 0.2585312585312585, + "TN": 346801, + "TP": 947, + "n_pred": 1588, + "n_ref": 3022 + }, + "13": { + "Dice": 0.27860696517412936, + "FN": 12, + "FP": 133, + "IoU": 0.16184971098265896, + "TN": 350291, + "TP": 28, + "n_pred": 161, + "n_ref": 40 + }, + "14": { + "Dice": 0.850205633025983, + "FN": 12036, + "FP": 457, + "IoU": 0.7394414666193923, + "TN": 302517, + "TP": 35454, + "n_pred": 35911, + "n_ref": 47490 + }, + "15": { + "Dice": 0.1276280722534794, + "FN": 35036, + "FP": 316, + "IoU": 0.06816384627550214, + "TN": 312526, + "TP": 2586, + "n_pred": 2902, + "n_ref": 37622 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9224369953511132, + "FN": 104, + "FP": 213, + "IoU": 0.8560399636693915, + "TN": 348262, + "TP": 1885, + "n_pred": 2098, + "n_ref": 1989 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 32, + "FP": 0, + "IoU": 0.0, + "TN": 350432, + "TP": 0, + "n_pred": 0, + "n_ref": 32 + }, + "8": { + "Dice": 0.8694545454545455, + "FN": 1375, + "FP": 61, + "IoU": 0.7690575747828884, + "TN": 344246, + "TP": 4782, + "n_pred": 4843, + "n_ref": 6157 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.4651696528701458, + "FN": 20304, + "FP": 203, + "IoU": 0.30307561597281224, + "TN": 145807, + "TP": 8918, + "n_pred": 9121, + "n_ref": 29222 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 175216, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 47, + "IoU": 0.0, + "TN": 175185, + "TP": 0, + "n_pred": 47, + "n_ref": 0 + }, + "6": { + "Dice": 0.9095706404413528, + "FN": 3585, + "FP": 939, + "IoU": 0.8341399032116146, + "TN": 147956, + "TP": 22752, + "n_pred": 23691, + "n_ref": 26337 + }, + "7": { + "Dice": 0.018914071416924833, + "FN": 5430, + "FP": 587, + "IoU": 0.009547325102880658, + "TN": 169157, + "TP": 58, + "n_pred": 645, + "n_ref": 5488 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 175211, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9733172182967645, + "FN": 195, + "FP": 379, + "IoU": 0.9480213710042561, + "TN": 164189, + "TP": 10469, + "n_pred": 10848, + "n_ref": 10664 + }, + "10": { + "Dice": 0.5891140827413289, + "FN": 7290, + "FP": 576, + "IoU": 0.4175490559052203, + "TN": 161727, + "TP": 5639, + "n_pred": 6215, + "n_ref": 12929 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7236897274633124, + "FN": 587, + "FP": 72, + "IoU": 0.5670170827858082, + "TN": 173710, + "TP": 863, + "n_pred": 935, + "n_ref": 1450 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 5681, + "IoU": 0.0, + "TN": 169551, + "TP": 0, + "n_pred": 5681, + "n_ref": 0 + }, + "3": { + "Dice": 0.9021460693345478, + "FN": 7881, + "FP": 714, + "IoU": 0.8217359742818625, + "TN": 127017, + "TP": 39620, + "n_pred": 40334, + "n_ref": 47501 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.7600559636236446, + "FN": 268, + "FP": 1104, + "IoU": 0.6129760225669958, + "TN": 171687, + "TP": 2173, + "n_pred": 3277, + "n_ref": 2441 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0401.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": NaN, + "FN": 1357.220512820513, + "FP": 482.2, + "IoU": NaN, + "TN": 183441.9128205128, + "TP": 3430.051282051282, + "n_pred": 3912.2512820512825, + "n_ref": 4787.271794871795 + }, + "mean": { + "1": { + "Dice": 0.48935262485890124, + "FN": 9631.076923076924, + "FP": 357.61538461538464, + "IoU": 0.40257284716668634, + "TN": 173620.84615384616, + "TP": 5101.846153846154, + "n_pred": 5459.461538461538, + "n_ref": 14732.923076923076 + }, + "10": { + "Dice": 0.2525646480404671, + "FN": 443.6923076923077, + "FP": 113.07692307692308, + "IoU": 0.2033030804650189, + "TN": 187332.6923076923, + "TP": 821.9230769230769, + "n_pred": 935.0, + "n_ref": 1265.6153846153845 + }, + "11": { + "Dice": 0.5832375296124921, + "FN": 58.15384615384615, + "FP": 49.76923076923077, + "IoU": 0.43743898310194257, + "TN": 188483.46153846153, + "TP": 120.0, + "n_pred": 169.76923076923077, + "n_ref": 178.15384615384616 + }, + "12": { + "Dice": 0.3245659893227889, + "FN": 165.30769230769232, + "FP": 35.61538461538461, + "IoU": 0.2404306549257017, + "TN": 188342.76923076922, + "TP": 167.69230769230768, + "n_pred": 203.30769230769232, + "n_ref": 333.0 + }, + "13": { + "Dice": 0.050043327556325824, + "FN": 598.9230769230769, + "FP": 40.84615384615385, + "IoU": 0.027052348050122965, + "TN": 188018.3076923077, + "TP": 53.30769230769231, + "n_pred": 94.15384615384616, + "n_ref": 652.2307692307693 + }, + "14": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 188711.38461538462, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "15": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 188711.38461538462, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.6061080552305818, + "FN": 398.84615384615387, + "FP": 370.0769230769231, + "IoU": 0.5573957591323678, + "TN": 181818.84615384616, + "TP": 6123.615384615385, + "n_pred": 6493.692307692308, + "n_ref": 6522.461538461538 + }, + "3": { + "Dice": 0.5495339710520017, + "FN": 52.69230769230769, + "FP": 684.0, + "IoU": 0.48707759974825854, + "TN": 186970.6923076923, + "TP": 1004.0, + "n_pred": 1688.0, + "n_ref": 1056.6923076923076 + }, + "4": { + "Dice": NaN, + "FN": 0.0, + "FP": 0.0, + "IoU": NaN, + "TN": 188711.38461538462, + "TP": 0.0, + "n_pred": 0.0, + "n_ref": 0.0 + }, + "5": { + "Dice": 0.07029995775242924, + "FN": 996.3846153846154, + "FP": 0.0, + "IoU": 0.039293473127420424, + "TN": 187651.0, + "TP": 64.0, + "n_pred": 64.0, + "n_ref": 1060.3846153846155 + }, + "6": { + "Dice": 0.475724163183656, + "FN": 2286.6153846153848, + "FP": 4147.615384615385, + "IoU": 0.4341134124869596, + "TN": 161450.46153846153, + "TP": 20826.69230769231, + "n_pred": 24974.30769230769, + "n_ref": 23113.30769230769 + }, + "7": { + "Dice": 0.6780996219998244, + "FN": 4339.2307692307695, + "FP": 406.15384615384613, + "IoU": 0.5741298594853286, + "TN": 173342.92307692306, + "TP": 10623.076923076924, + "n_pred": 11029.23076923077, + "n_ref": 14962.307692307691 + }, + "8": { + "Dice": 0.6894932063605413, + "FN": 754.1538461538462, + "FP": 578.3846153846154, + "IoU": 0.6408140479887885, + "TN": 182770.92307692306, + "TP": 4607.923076923077, + "n_pred": 5186.307692307692, + "n_ref": 5362.076923076923 + }, + "9": { + "Dice": 0.5960701450881234, + "FN": 633.2307692307693, + "FP": 449.84615384615387, + "IoU": 0.49557338898445036, + "TN": 185691.61538461538, + "TP": 1936.6923076923076, + "n_pred": 2386.5384615384614, + "n_ref": 2569.923076923077 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9866051400371724, + "FN": 2395, + "FP": 1158, + "IoU": 0.9735643814824184, + "TN": 216062, + "TP": 130849, + "n_pred": 132007, + "n_ref": 133244 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4914324364948144, + "FN": 40096, + "FP": 506, + "IoU": 0.32576097245055546, + "TN": 115013, + "TP": 19617, + "n_pred": 20123, + "n_ref": 59713 + }, + "10": { + "Dice": 0.0, + "FN": 223, + "FP": 0, + "IoU": 0.0, + "TN": 175009, + "TP": 0, + "n_pred": 0, + "n_ref": 223 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 32769, + "IoU": 0.0, + "TN": 142463, + "TP": 0, + "n_pred": 32769, + "n_ref": 0 + }, + "7": { + "Dice": 0.8980627784108567, + "FN": 1572, + "FP": 396, + "IoU": 0.8149854282222431, + "TN": 164595, + "TP": 8669, + "n_pred": 9065, + "n_ref": 10241 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.25768695838236866, + "FN": 69078, + "FP": 306, + "IoU": 0.14789934542596436, + "TN": 93805, + "TP": 12043, + "n_pred": 12349, + "n_ref": 81121 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.537668821609166, + "FN": 217, + "FP": 7006, + "IoU": 0.36767924363127025, + "TN": 163809, + "TP": 4200, + "n_pred": 11206, + "n_ref": 4417 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2409, + "IoU": 0.0, + "TN": 172823, + "TP": 0, + "n_pred": 2409, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7729331823329558, + "FN": 502, + "FP": 300, + "IoU": 0.6299030918320259, + "TN": 173065, + "TP": 1365, + "n_pred": 1665, + "n_ref": 1867 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 175225, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "13": { + "Dice": 0.15012998266897748, + "FN": 7786, + "FP": 60, + "IoU": 0.0811570441503689, + "TN": 166693, + "TP": 693, + "n_pred": 753, + "n_ref": 8479 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9505307189891321, + "FN": 2702, + "FP": 4713, + "IoU": 0.9057251471653974, + "TN": 96579, + "TP": 71238, + "n_pred": 75951, + "n_ref": 73940 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 402, + "IoU": 0.0, + "TN": 174830, + "TP": 0, + "n_pred": 402, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9647908682345805, + "FN": 781, + "FP": 496, + "IoU": 0.9319767751558089, + "TN": 156459, + "TP": 17496, + "n_pred": 17992, + "n_ref": 18277 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8222811671087533, + "FN": 152, + "FP": 116, + "IoU": 0.6981981981981982, + "TN": 174344, + "TP": 620, + "n_pred": 736, + "n_ref": 772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9438673552165568, + "FN": 602, + "FP": 2235, + "IoU": 0.8937015249728353, + "TN": 148543, + "TP": 23852, + "n_pred": 26087, + "n_ref": 24454 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6289120715350224, + "FN": 1257, + "FP": 237, + "IoU": 0.45869565217391306, + "TN": 172472, + "TP": 1266, + "n_pred": 1503, + "n_ref": 2523 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9164258962011771, + "FN": 46, + "FP": 735, + "IoU": 0.8457436302587399, + "TN": 170169, + "TP": 4282, + "n_pred": 5017, + "n_ref": 4328 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 116, + "IoU": 0.0, + "TN": 175116, + "TP": 0, + "n_pred": 116, + "n_ref": 0 + }, + "7": { + "Dice": 0.9471664496676488, + "FN": 6379, + "FP": 560, + "IoU": 0.8996355115855246, + "TN": 106094, + "TP": 62199, + "n_pred": 62759, + "n_ref": 68578 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8605058852992737, + "FN": 495, + "FP": 619, + "IoU": 0.7551648351648351, + "TN": 170682, + "TP": 3436, + "n_pred": 4055, + "n_ref": 3931 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 181, + "IoU": 0.0, + "TN": 175051, + "TP": 0, + "n_pred": 181, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 5318, + "FP": 0, + "IoU": 0.0, + "TN": 169914, + "TP": 0, + "n_pred": 0, + "n_ref": 5318 + }, + "6": { + "Dice": 0.009641209283107225, + "FN": 13758, + "FP": 623, + "IoU": 0.004843955435609992, + "TN": 160781, + "TP": 70, + "n_pred": 693, + "n_ref": 13828 + }, + "7": { + "Dice": 0.0, + "FN": 480, + "FP": 3462, + "IoU": 0.0, + "TN": 171290, + "TP": 0, + "n_pred": 3462, + "n_ref": 480 + }, + "8": { + "Dice": 0.973801547323516, + "FN": 954, + "FP": 133, + "IoU": 0.9489407675325285, + "TN": 153943, + "TP": 20202, + "n_pred": 20335, + "n_ref": 21156 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8735632183908046, + "FN": 15, + "FP": 40, + "IoU": 0.7755102040816326, + "TN": 174987, + "TP": 190, + "n_pred": 230, + "n_ref": 205 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.39354187689202824, + "FN": 254, + "FP": 347, + "IoU": 0.2449748743718593, + "TN": 174436, + "TP": 195, + "n_pred": 542, + "n_ref": 449 + }, + "12": { + "Dice": 0.6693518857561332, + "FN": 684, + "FP": 219, + "IoU": 0.5030269675288938, + "TN": 173415, + "TP": 914, + "n_pred": 1133, + "n_ref": 1598 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 31, + "IoU": 0.0, + "TN": 175201, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "3": { + "Dice": 0.9212934716290421, + "FN": 314, + "FP": 73, + "IoU": 0.8540723981900452, + "TN": 172580, + "TP": 2265, + "n_pred": 2338, + "n_ref": 2579 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 1409, + "FP": 0, + "IoU": 0.0, + "TN": 173823, + "TP": 0, + "n_pred": 0, + "n_ref": 1409 + }, + "6": { + "Dice": 0.843035001174536, + "FN": 1421, + "FP": 1920, + "IoU": 0.7286607650450743, + "TN": 162919, + "TP": 8972, + "n_pred": 10892, + "n_ref": 10393 + }, + "7": { + "Dice": 0.8515669284962345, + "FN": 1656, + "FP": 177, + "IoU": 0.7415033140600762, + "TN": 168141, + "TP": 5258, + "n_pred": 5435, + "n_ref": 6914 + }, + "8": { + "Dice": 0.8555612717357752, + "FN": 6410, + "FP": 609, + "IoU": 0.7475815442154853, + "TN": 147425, + "TP": 20788, + "n_pred": 21397, + "n_ref": 27198 + }, + "9": { + "Dice": 0.7459311290046257, + "FN": 6994, + "FP": 421, + "IoU": 0.5948087431693989, + "TN": 156932, + "TP": 10885, + "n_pred": 11306, + "n_ref": 17879 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 8, + "FP": 703, + "IoU": 0.0, + "TN": 174521, + "TP": 0, + "n_pred": 703, + "n_ref": 8 + }, + "10": { + "Dice": 0.7576939441214012, + "FN": 5545, + "FP": 1289, + "IoU": 0.6099092413950568, + "TN": 157713, + "TP": 10685, + "n_pred": 11974, + "n_ref": 16230 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 208, + "FP": 0, + "IoU": 0.0, + "TN": 175024, + "TP": 0, + "n_pred": 0, + "n_ref": 208 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 392, + "IoU": 0.0, + "TN": 174840, + "TP": 0, + "n_pred": 392, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9218156368726255, + "FN": 108, + "FP": 283, + "IoU": 0.8549703264094956, + "TN": 172536, + "TP": 2305, + "n_pred": 2588, + "n_ref": 2413 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.5771168938455183, + "FN": 4555, + "FP": 564, + "IoU": 0.4055968416163493, + "TN": 166620, + "TP": 3493, + "n_pred": 4057, + "n_ref": 8048 + }, + "7": { + "Dice": 0.7388337894600425, + "FN": 33600, + "FP": 659, + "IoU": 0.5858337967552407, + "TN": 92514, + "TP": 48459, + "n_pred": 49118, + "n_ref": 82059 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 57, + "IoU": 0.0, + "TN": 175175, + "TP": 0, + "n_pred": 57, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 393, + "IoU": 0.0, + "TN": 174839, + "TP": 0, + "n_pred": 393, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.2108998732572877, + "FN": 6226, + "FP": 0, + "IoU": 0.11788041938226126, + "TN": 168174, + "TP": 832, + "n_pred": 832, + "n_ref": 7058 + }, + "6": { + "Dice": 0.8807194272371138, + "FN": 5500, + "FP": 681, + "IoU": 0.7868620689655172, + "TN": 146232, + "TP": 22819, + "n_pred": 23500, + "n_ref": 28319 + }, + "7": { + "Dice": 0.6225409082551939, + "FN": 2052, + "FP": 1, + "IoU": 0.4519487453283502, + "TN": 171486, + "TP": 1693, + "n_pred": 1694, + "n_ref": 3745 + }, + "8": { + "Dice": 0.9286100063828743, + "FN": 2440, + "FP": 468, + "IoU": 0.8667338802071399, + "TN": 153411, + "TP": 18913, + "n_pred": 19381, + "n_ref": 21353 + }, + "9": { + "Dice": 0.8160682842391143, + "FN": 1086, + "FP": 5077, + "IoU": 0.6892866145702042, + "TN": 155397, + "TP": 13672, + "n_pred": 18749, + "n_ref": 14758 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.4877651450873918, + "FN": 14910, + "FP": 183, + "IoU": 0.32254589523766775, + "TN": 152953, + "TP": 7186, + "n_pred": 7369, + "n_ref": 22096 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 9310, + "IoU": 0.0, + "TN": 165922, + "TP": 0, + "n_pred": 9310, + "n_ref": 0 + }, + "7": { + "Dice": 0.6885264997087944, + "FN": 10671, + "FP": 25, + "IoU": 0.5250022204458655, + "TN": 152714, + "TP": 11822, + "n_pred": 11847, + "n_ref": 22493 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 6309, + "IoU": 0.0, + "TN": 168923, + "TP": 0, + "n_pred": 6309, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0392.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 79, + "IoU": 0.0, + "TN": 175153, + "TP": 0, + "n_pred": 79, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.867793446702613, + "FN": 2483, + "FP": 67, + "IoU": 0.7664621302317062, + "TN": 164313, + "TP": 8369, + "n_pred": 8436, + "n_ref": 10852 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9710572552081881, + "FN": 1316, + "FP": 3873, + "IoU": 0.9437427496557781, + "TN": 82995, + "TP": 87048, + "n_pred": 90921, + "n_ref": 88364 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 234, + "IoU": 0.0, + "TN": 174998, + "TP": 0, + "n_pred": 234, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.36393457877856156, + "FN": 1253.7428571428572, + "FP": 852.6809523809524, + "IoU": 0.3078207362312256, + "TN": 207702.2857142857, + "TP": 2973.0047619047614, + "n_pred": 3825.6857142857143, + "n_ref": 4226.74761904762 + }, + "mean": { + "1": { + "Dice": 0.6173124478146537, + "FN": 284.07142857142856, + "FP": 31.5, + "IoU": 0.5752928072909299, + "TN": 211331.35714285713, + "TP": 1134.7857142857142, + "n_pred": 1166.2857142857142, + "n_ref": 1418.857142857143 + }, + "10": { + "Dice": 0.13509444643604454, + "FN": 1093.142857142857, + "FP": 1211.9285714285713, + "IoU": 0.10853681732481509, + "TN": 209576.5, + "TP": 900.1428571428571, + "n_pred": 2112.0714285714284, + "n_ref": 1993.2857142857142 + }, + "11": { + "Dice": 0.0, + "FN": 0.0, + "FP": 10.642857142857142, + "IoU": 0.0, + "TN": 212771.07142857142, + "TP": 0.0, + "n_pred": 10.642857142857142, + "n_ref": 0.0 + }, + "12": { + "Dice": 0.21601439248247986, + "FN": 512.7142857142857, + "FP": 109.35714285714286, + "IoU": 0.13310749267108532, + "TN": 212020.0, + "TP": 139.64285714285714, + "n_pred": 249.0, + "n_ref": 652.3571428571429 + }, + "13": { + "Dice": 0.0787787559923809, + "FN": 1462.9285714285713, + "FP": 591.7857142857143, + "IoU": 0.04582244286529979, + "TN": 210371.2142857143, + "TP": 355.7857142857143, + "n_pred": 947.5714285714286, + "n_ref": 1818.7142857142858 + }, + "14": { + "Dice": 0.6155325322926783, + "FN": 2789.0714285714284, + "FP": 1399.7857142857142, + "IoU": 0.4739548650434193, + "TN": 204673.14285714287, + "TP": 3919.714285714286, + "n_pred": 5319.5, + "n_ref": 6708.785714285715 + }, + "15": { + "Dice": 0.2572770023203687, + "FN": 752.1428571428571, + "FP": 1972.5714285714287, + "IoU": 0.17868583620828937, + "TN": 208712.2857142857, + "TP": 1344.7142857142858, + "n_pred": 3317.285714285714, + "n_ref": 2096.8571428571427 + }, + "2": { + "Dice": 0.3118658109987135, + "FN": 235.21428571428572, + "FP": 4374.142857142857, + "IoU": 0.29314804710298953, + "TN": 203817.92857142858, + "TP": 4354.428571428572, + "n_pred": 8728.57142857143, + "n_ref": 4589.642857142857 + }, + "3": { + "Dice": 0.08855703303485093, + "FN": 6632.571428571428, + "FP": 3.2142857142857144, + "IoU": 0.0507695729823048, + "TN": 205431.85714285713, + "TP": 714.0714285714286, + "n_pred": 717.2857142857143, + "n_ref": 7346.642857142857 + }, + "4": { + "Dice": 0.6904568774527159, + "FN": 819.9285714285714, + "FP": 38.214285714285715, + "IoU": 0.561253766389056, + "TN": 210881.42857142858, + "TP": 1042.142857142857, + "n_pred": 1080.357142857143, + "n_ref": 1862.0714285714287 + }, + "5": { + "Dice": 0.4440461195620579, + "FN": 60.785714285714285, + "FP": 27.357142857142858, + "IoU": 0.399355176019519, + "TN": 212366.2142857143, + "TP": 327.35714285714283, + "n_pred": 354.7142857142857, + "n_ref": 388.14285714285717 + }, + "6": { + "Dice": 0.48017134385262183, + "FN": 2600.214285714286, + "FP": 1150.5, + "IoU": 0.4626631611704438, + "TN": 186224.7142857143, + "TP": 22806.285714285714, + "n_pred": 23956.785714285714, + "n_ref": 25406.5 + }, + "7": { + "Dice": 0.20025003624414925, + "FN": 250.21428571428572, + "FP": 574.5, + "IoU": 0.15781532116917213, + "TN": 211746.0, + "TP": 211.0, + "n_pred": 785.5, + "n_ref": 461.2142857142857 + }, + "8": { + "Dice": 0.9084671730944704, + "FN": 1292.0, + "FP": 772.9285714285714, + "IoU": 0.8451419499354658, + "TN": 203519.7857142857, + "TP": 7197.0, + "n_pred": 7969.928571428572, + "n_ref": 8489.0 + }, + "9": { + "Dice": 0.4151947101002385, + "FN": 21.142857142857142, + "FP": 521.7857142857143, + "IoU": 0.331763787295594, + "TN": 212090.7857142857, + "TP": 148.0, + "n_pred": 669.7857142857143, + "n_ref": 169.14285714285714 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.015430775825117874, + "FN": 4594, + "FP": 0, + "IoU": 0.007775377969762419, + "TN": 170602, + "TP": 36, + "n_pred": 36, + "n_ref": 4630 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3104398340248963, + "FN": 18857, + "FP": 1916, + "IoU": 0.18374002907776338, + "TN": 149783, + "TP": 4676, + "n_pred": 6592, + "n_ref": 23533 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9521736172528743, + "FN": 2030, + "FP": 1485, + "IoU": 0.9087131541358265, + "TN": 136727, + "TP": 34990, + "n_pred": 36475, + "n_ref": 37020 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 175227, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "4": { + "Dice": 0.7948051948051948, + "FN": 575, + "FP": 136, + "IoU": 0.6594827586206896, + "TN": 173144, + "TP": 1377, + "n_pred": 1513, + "n_ref": 1952 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9678833183179527, + "FN": 901, + "FP": 418, + "IoU": 0.9377654053033877, + "TN": 154038, + "TP": 19875, + "n_pred": 20293, + "n_ref": 20776 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1402, + "IoU": 0.0, + "TN": 173830, + "TP": 0, + "n_pred": 1402, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8976433345058037, + "FN": 146, + "FP": 145, + "IoU": 0.8142948308870454, + "TN": 173665, + "TP": 1276, + "n_pred": 1421, + "n_ref": 1422 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9037656903765691, + "FN": 1848, + "FP": 199, + "IoU": 0.8244274809160306, + "TN": 163573, + "TP": 9612, + "n_pred": 9811, + "n_ref": 11460 + }, + "10": { + "Dice": 0.0, + "FN": 2080, + "FP": 663, + "IoU": 0.0, + "TN": 172489, + "TP": 0, + "n_pred": 663, + "n_ref": 2080 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 105, + "IoU": 0.0, + "TN": 175127, + "TP": 0, + "n_pred": 105, + "n_ref": 0 + }, + "12": { + "Dice": 0.44574878416904246, + "FN": 1789, + "FP": 1516, + "IoU": 0.28679326715580494, + "TN": 170598, + "TP": 1329, + "n_pred": 2845, + "n_ref": 3118 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 559, + "IoU": 0.0, + "TN": 174673, + "TP": 0, + "n_pred": 559, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 16142, + "IoU": 0.0, + "TN": 159090, + "TP": 0, + "n_pred": 16142, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 15985, + "FP": 0, + "IoU": 0.0, + "TN": 159247, + "TP": 0, + "n_pred": 0, + "n_ref": 15985 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1425, + "IoU": 0.0, + "TN": 173807, + "TP": 0, + "n_pred": 1425, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3340, + "IoU": 0.0, + "TN": 171892, + "TP": 0, + "n_pred": 3340, + "n_ref": 0 + }, + "8": { + "Dice": 0.9603297769156159, + "FN": 625, + "FP": 193, + "IoU": 0.9236869110924526, + "TN": 164513, + "TP": 9901, + "n_pred": 10094, + "n_ref": 10526 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9190212487394066, + "FN": 1263, + "FP": 3314, + "IoU": 0.8501751284821107, + "TN": 144683, + "TP": 25972, + "n_pred": 29286, + "n_ref": 27235 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9669184683511332, + "FN": 213, + "FP": 168, + "IoU": 0.9359556227937469, + "TN": 169283, + "TP": 5568, + "n_pred": 5736, + "n_ref": 5781 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6699369306236861, + "FN": 8, + "FP": 463, + "IoU": 0.5036880927291886, + "TN": 174283, + "TP": 478, + "n_pred": 941, + "n_ref": 486 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.1116751269035533, + "FN": 175, + "FP": 0, + "IoU": 0.05913978494623656, + "TN": 350278, + "TP": 11, + "n_pred": 11, + "n_ref": 186 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.24101145792177006, + "FN": 1624, + "FP": 297, + "IoU": 0.13701707097933513, + "TN": 348238, + "TP": 305, + "n_pred": 602, + "n_ref": 1929 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.868991438713719, + "FN": 2943, + "FP": 194, + "IoU": 0.7683332102503508, + "TN": 336923, + "TP": 10404, + "n_pred": 10598, + "n_ref": 13347 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.985794250632902, + "FN": 1564, + "FP": 2291, + "IoU": 0.971986454669651, + "TN": 212852, + "TP": 133757, + "n_pred": 136048, + "n_ref": 135321 + }, + "7": { + "Dice": 0.0, + "FN": 428, + "FP": 0, + "IoU": 0.0, + "TN": 350036, + "TP": 0, + "n_pred": 0, + "n_ref": 428 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8880922391241158, + "FN": 851, + "FP": 304, + "IoU": 0.798710352039038, + "TN": 169494, + "TP": 4583, + "n_pred": 4887, + "n_ref": 5434 + }, + "6": { + "Dice": 0.900709219858156, + "FN": 700, + "FP": 476, + "IoU": 0.8193548387096774, + "TN": 168722, + "TP": 5334, + "n_pred": 5810, + "n_ref": 6034 + }, + "7": { + "Dice": 0.8442004118050789, + "FN": 445, + "FP": 9, + "IoU": 0.7304038004750594, + "TN": 173548, + "TP": 1230, + "n_pred": 1239, + "n_ref": 1675 + }, + "8": { + "Dice": 0.9601607152962481, + "FN": 1752, + "FP": 1064, + "IoU": 0.923374149659864, + "TN": 138482, + "TP": 33934, + "n_pred": 34998, + "n_ref": 35686 + }, + "9": { + "Dice": 0.5083932853717026, + "FN": 67, + "FP": 548, + "IoU": 0.3408360128617363, + "TN": 174299, + "TP": 318, + "n_pred": 866, + "n_ref": 385 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.4436648782501032, + "FN": 13385, + "FP": 95, + "IoU": 0.28507027313709893, + "TN": 331609, + "TP": 5375, + "n_pred": 5470, + "n_ref": 18760 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 251, + "IoU": 0.0, + "TN": 350213, + "TP": 0, + "n_pred": 251, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 1685, + "FP": 0, + "IoU": 0.0, + "TN": 173547, + "TP": 0, + "n_pred": 0, + "n_ref": 1685 + }, + "10": { + "Dice": 0.8185552223236406, + "FN": 3171, + "FP": 2395, + "IoU": 0.6928425583577066, + "TN": 157111, + "TP": 12555, + "n_pred": 14950, + "n_ref": 15726 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 467, + "FP": 0, + "IoU": 0.0, + "TN": 174765, + "TP": 0, + "n_pred": 0, + "n_ref": 467 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2358, + "IoU": 0.0, + "TN": 172874, + "TP": 0, + "n_pred": 2358, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 22649, + "IoU": 0.0, + "TN": 152583, + "TP": 0, + "n_pred": 22649, + "n_ref": 0 + }, + "3": { + "Dice": 0.00212298682284041, + "FN": 27262, + "FP": 0, + "IoU": 0.0010626213770107361, + "TN": 147941, + "TP": 29, + "n_pred": 29, + "n_ref": 27291 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 3810, + "IoU": 0.0, + "TN": 171422, + "TP": 0, + "n_pred": 3810, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1913, + "IoU": 0.0, + "TN": 173319, + "TP": 0, + "n_pred": 1913, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 175224, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 79, + "IoU": 0.0, + "TN": 175153, + "TP": 0, + "n_pred": 79, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1413, + "IoU": 0.0, + "TN": 173819, + "TP": 0, + "n_pred": 1413, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.7430708551408398, + "FN": 14774, + "FP": 9133, + "IoU": 0.5911795889052294, + "TN": 116754, + "TP": 34571, + "n_pred": 43704, + "n_ref": 49345 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 5881, + "IoU": 0.0, + "TN": 169351, + "TP": 0, + "n_pred": 5881, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 4112, + "IoU": 0.0, + "TN": 171120, + "TP": 0, + "n_pred": 4112, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 114, + "IoU": 0.0, + "TN": 175118, + "TP": 0, + "n_pred": 114, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 918, + "IoU": 0.0, + "TN": 174314, + "TP": 0, + "n_pred": 918, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 11557, + "IoU": 0.0, + "TN": 163675, + "TP": 0, + "n_pred": 11557, + "n_ref": 0 + }, + "3": { + "Dice": 0.30563783810032535, + "FN": 42890, + "FP": 7, + "IoU": 0.18038518858190988, + "TN": 122894, + "TP": 9441, + "n_pred": 9448, + "n_ref": 52331 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.4075739988392339, + "FN": 7961, + "FP": 205, + "IoU": 0.25594533029612754, + "TN": 164257, + "TP": 2809, + "n_pred": 3014, + "n_ref": 10770 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.980408181366074, + "FN": 190, + "FP": 5995, + "IoU": 0.9615692902279745, + "TN": 14293, + "TP": 154754, + "n_pred": 160749, + "n_ref": 154944 + }, + "7": { + "Dice": 0.028056112224448898, + "FN": 0, + "FP": 970, + "IoU": 0.014227642276422764, + "TN": 174248, + "TP": 14, + "n_pred": 984, + "n_ref": 14 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 175230, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "14": { + "Dice": 0.8755816244562664, + "FN": 3351, + "FP": 4858, + "IoU": 0.7786973634550062, + "TN": 138138, + "TP": 28885, + "n_pred": 33743, + "n_ref": 32236 + }, + "15": { + "Dice": 0.38098561707007006, + "FN": 8946, + "FP": 15887, + "IoU": 0.2353194765204003, + "TN": 142757, + "TP": 7642, + "n_pred": 23529, + "n_ref": 16588 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 111, + "IoU": 0.0, + "TN": 175121, + "TP": 0, + "n_pred": 111, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9481716530673919, + "FN": 444, + "FP": 242, + "IoU": 0.901450940956759, + "TN": 343503, + "TP": 6275, + "n_pred": 6517, + "n_ref": 6719 + }, + "10": { + "Dice": 0.0, + "FN": 5284, + "FP": 9789, + "IoU": 0.0, + "TN": 335391, + "TP": 0, + "n_pred": 9789, + "n_ref": 5284 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 44, + "IoU": 0.0, + "TN": 350420, + "TP": 0, + "n_pred": 44, + "n_ref": 0 + }, + "12": { + "Dice": 0.20229439327839716, + "FN": 4922, + "FP": 15, + "IoU": 0.11252921085745102, + "TN": 344901, + "TP": 626, + "n_pred": 641, + "n_ref": 5548 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 3039, + "IoU": 0.0, + "TN": 347425, + "TP": 0, + "n_pred": 3039, + "n_ref": 0 + }, + "14": { + "Dice": 0.5273510941716654, + "FN": 22311, + "FP": 14644, + "IoU": 0.3580969585381529, + "TN": 292893, + "TP": 20616, + "n_pred": 35260, + "n_ref": 42927 + }, + "15": { + "Dice": 0.6481223922114048, + "FN": 1584, + "FP": 10560, + "IoU": 0.4794238683127572, + "TN": 327136, + "TP": 11184, + "n_pred": 21744, + "n_ref": 12768 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 6091, + "IoU": 0.0, + "TN": 344373, + "TP": 0, + "n_pred": 6091, + "n_ref": 0 + }, + "3": { + "Dice": 0.1350243402510889, + "FN": 6719, + "FP": 33, + "IoU": 0.07240005495260338, + "TN": 343185, + "TP": 527, + "n_pred": 560, + "n_ref": 7246 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 32835, + "FP": 0, + "IoU": 0.0, + "TN": 317629, + "TP": 0, + "n_pred": 0, + "n_ref": 32835 + }, + "7": { + "Dice": 0.5294937296795169, + "FN": 2630, + "FP": 409, + "IoU": 0.36007580543272266, + "TN": 345715, + "TP": 1710, + "n_pred": 2119, + "n_ref": 4340 + }, + "8": { + "Dice": 0.970307345025178, + "FN": 937, + "FP": 431, + "IoU": 0.942327150084317, + "TN": 326744, + "TP": 22352, + "n_pred": 22783, + "n_ref": 23289 + }, + "9": { + "Dice": 0.0, + "FN": 75, + "FP": 268, + "IoU": 0.0, + "TN": 350121, + "TP": 0, + "n_pred": 268, + "n_ref": 75 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3016019/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": NaN, + "FN": 1082.6462271062271, + "FP": 685.0394139194138, + "IoU": NaN, + "TN": 203963.67978021974, + "TP": 3391.658754578755, + "n_pred": 4076.6981684981683, + "n_ref": 4474.3049816849825 + }, + "mean": { + "1": { + "Dice": 0.6458130599302369, + "FN": 2313.159340659341, + "FP": 253.64725274725274, + "IoU": 0.6059360041929359, + "TN": 202736.6736263736, + "TP": 3819.5439560439563, + "n_pred": 4073.1912087912087, + "n_ref": 6132.703296703296 + }, + "10": { + "Dice": 0.2843445848408409, + "FN": 1524.0252747252748, + "FP": 628.8285714285714, + "IoU": 0.22279102783382662, + "TN": 205440.7, + "TP": 1529.4703296703296, + "n_pred": 2158.2989010989013, + "n_ref": 3053.495604395604 + }, + "11": { + "Dice": 0.33907990700389545, + "FN": 127.41978021978021, + "FP": 59.66813186813188, + "IoU": 0.24839180303034344, + "TN": 208811.39670329672, + "TP": 124.53956043956046, + "n_pred": 184.2076923076923, + "n_ref": 251.95934065934065 + }, + "12": { + "Dice": 0.30091647435500146, + "FN": 401.62307692307695, + "FP": 68.00989010989011, + "IoU": 0.21074119113992343, + "TN": 208418.53846153844, + "TP": 234.85274725274726, + "n_pred": 302.8626373626374, + "n_ref": 636.4758241758242 + }, + "13": { + "Dice": 0.19834174749790323, + "FN": 1502.5296703296704, + "FP": 731.3747252747253, + "IoU": 0.13969521680876434, + "TN": 206070.6956043956, + "TP": 818.4241758241758, + "n_pred": 1549.7989010989008, + "n_ref": 2320.953846153846 + }, + "14": { + "Dice": NaN, + "FN": 904.6912087912087, + "FP": 819.9725274725275, + "IoU": NaN, + "TN": 204789.6956043956, + "TP": 2608.6648351648355, + "n_pred": 3428.637362637363, + "n_ref": 3513.356043956044 + }, + "15": { + "Dice": NaN, + "FN": 994.7615384615385, + "FP": 643.5384615384615, + "IoU": NaN, + "TN": 206268.3, + "TP": 1216.4241758241758, + "n_pred": 1859.9626373626372, + "n_ref": 2211.1857142857143 + }, + "2": { + "Dice": 0.5397536794425793, + "FN": 804.3494505494505, + "FP": 1229.2043956043956, + "IoU": 0.49896589039850064, + "TN": 203291.47362637363, + "TP": 3797.9967032967033, + "n_pred": 5027.201098901099, + "n_ref": 4602.346153846153 + }, + "3": { + "Dice": 0.5963365622264765, + "FN": 1651.4725274725274, + "FP": 664.1560439560441, + "IoU": 0.5506772818662806, + "TN": 203499.15494505496, + "TP": 3308.2406593406595, + "n_pred": 3972.3967032967034, + "n_ref": 4959.713186813186 + }, + "4": { + "Dice": NaN, + "FN": 703.0010989010989, + "FP": 444.00989010989014, + "IoU": NaN, + "TN": 207464.8021978022, + "TP": 511.210989010989, + "n_pred": 955.2208791208792, + "n_ref": 1214.212087912088 + }, + "5": { + "Dice": 0.4092387516196676, + "FN": 265.85714285714283, + "FP": 16.962637362637363, + "IoU": 0.3316054290088134, + "TN": 208685.3208791209, + "TP": 154.8835164835165, + "n_pred": 171.84615384615387, + "n_ref": 420.74065934065936 + }, + "6": { + "Dice": 0.521310355839133, + "FN": 1727.5, + "FP": 3084.3417582417583, + "IoU": 0.4829400561739109, + "TN": 182064.47032967032, + "TP": 22246.71208791209, + "n_pred": 25331.053846153845, + "n_ref": 23974.21208791209 + }, + "7": { + "Dice": 0.4359606459620232, + "FN": 1859.0065934065933, + "FP": 538.7450549450549, + "IoU": 0.371275540357917, + "TN": 202839.51208791207, + "TP": 3885.7604395604403, + "n_pred": 4424.505494505494, + "n_ref": 5744.767032967033 + }, + "8": { + "Dice": 0.7320342343119906, + "FN": 592.9208791208791, + "FP": 534.4769230769232, + "IoU": 0.6684221920462845, + "TN": 203648.57252747254, + "TP": 4347.053846153846, + "n_pred": 4881.53076923077, + "n_ref": 4939.974725274725 + }, + "9": { + "Dice": 0.4868918442870528, + "FN": 867.3758241758242, + "FP": 558.6549450549451, + "IoU": 0.39584533699304664, + "TN": 205425.89010989008, + "TP": 2271.1032967032966, + "n_pred": 2829.758241758241, + "n_ref": 3138.4791208791207 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/loop_002/summary.json b/nnActive_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/loop_002/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9a94136a8ab91146613283347d11545311520e9a --- /dev/null +++ b/nnActive_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/loop_002/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.7132114448252336, + "FN": 36014.71333333334, + "FP": 29460.304000000004, + "IoU": 0.5942656427949569, + "TN": 96240910.00533333, + "TP": 150575.81733333334, + "n_pred": 180036.12133333329, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.8472068632735822, + "FN": 22281.18, + "FP": 35144.04, + "IoU": 0.7641723879278767, + "TN": 96227528.66, + "TP": 172006.96, + "n_pred": 207151.0, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.5923748475435978, + "FN": 30056.8, + "FP": 23153.0, + "IoU": 0.44740196293160067, + "TN": 96359585.28, + "TP": 44165.76, + "n_pred": 67318.76, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.7159093120397634, + "FN": 1253.4, + "FP": 616.14, + "IoU": 0.5700679586212636, + "TN": 96452644.32, + "TP": 2446.98, + "n_pred": 3063.12, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.6599964224804531, + "FN": 1767.02, + "FP": 615.34, + "IoU": 0.5123146400632866, + "TN": 96452108.84, + "TP": 2469.64, + "n_pred": 3084.98, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.512574424281281, + "FN": 31523.44, + "FP": 12434.64, + "IoU": 0.3711132233656415, + "TN": 96386668.06, + "TP": 26334.7, + "n_pred": 38769.34, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.6852052448636836, + "FN": 57118.5, + "FP": 28423.34, + "IoU": 0.5583383796712479, + "TN": 96290179.36, + "TP": 81239.64, + "n_pred": 109662.98, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.5057131538647992, + "FN": 24714.82, + "FP": 34061.42, + "IoU": 0.3663030067176014, + "TN": 96368852.38, + "TP": 29332.22, + "n_pred": 63393.64, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.8277296908384603, + "FN": 32122.22, + "FP": 18963.7, + "IoU": 0.7211365232707209, + "TN": 96281155.44, + "TP": 124719.48, + "n_pred": 143683.18, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.8439221472278426, + "FN": 22333.42, + "FP": 30953.9, + "IoU": 0.7415671572029201, + "TN": 96262604.36, + "TP": 141069.16, + "n_pred": 172023.06, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.6439713663204115, + "FN": 8987.32, + "FP": 6987.56, + "IoU": 0.5397773714252472, + "TN": 96423395.78, + "TP": 17590.18, + "n_pred": 24577.74, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.6705257846696867, + "FN": 8514.74, + "FP": 1234.08, + "IoU": 0.5367505899528768, + "TN": 96438574.6, + "TP": 8637.42, + "n_pred": 9871.5, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9018883947139209, + "FN": 101667.96, + "FP": 178489.04, + "IoU": 0.8299630414143396, + "TN": 94919248.18, + "TP": 1257555.66, + "n_pred": 1436044.7, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.5750765895998495, + "FN": 169927.18, + "FP": 45873.38, + "IoU": 0.4295716674127659, + "TN": 96072162.8, + "TP": 168997.48, + "n_pred": 214870.86, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.920402314554591, + "FN": 12621.18, + "FP": 9967.64, + "IoU": 0.854913837282598, + "TN": 96314624.02, + "TP": 119748.0, + "n_pred": 129715.64, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.7956751161065793, + "FN": 15331.52, + "FP": 14987.34, + "IoU": 0.6705928946643673, + "TN": 96364318.0, + "TP": 62323.98, + "n_pred": 77311.32, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.7885021026781948, + "FN": 3909, + "FP": 43718, + "IoU": 0.6508489238167849, + "TN": 119456912, + "TP": 88781, + "n_pred": 132499, + "n_ref": 92690 + }, + "10": { + "Dice": 0.696573548102612, + "FN": 21625, + "FP": 25167, + "IoU": 0.5344172255278502, + "TN": 119492818, + "TP": 53710, + "n_pred": 78877, + "n_ref": 75335 + }, + "11": { + "Dice": 0.7932880081006799, + "FN": 804, + "FP": 625, + "IoU": 0.6573963078398466, + "TN": 119589149, + "TP": 2742, + "n_pred": 3367, + "n_ref": 3546 + }, + "12": { + "Dice": 0.6576480613549212, + "FN": 1378, + "FP": 1836, + "IoU": 0.4899222345659419, + "TN": 119587019, + "TP": 3087, + "n_pred": 4923, + "n_ref": 4465 + }, + "13": { + "Dice": 0.3049150226321633, + "FN": 38476, + "FP": 26634, + "IoU": 0.1798818505875981, + "TN": 119513929, + "TP": 14281, + "n_pred": 40915, + "n_ref": 52757 + }, + "14": { + "Dice": 0.4270027730587834, + "FN": 176730, + "FP": 13163, + "IoU": 0.271458058377582, + "TN": 119332672, + "TP": 70755, + "n_pred": 83918, + "n_ref": 247485 + }, + "15": { + "Dice": 0.1122084625592973, + "FN": 25211, + "FP": 95874, + "IoU": 0.05943901131764761, + "TN": 119464583, + "TP": 7652, + "n_pred": 103526, + "n_ref": 32863 + }, + "2": { + "Dice": 0.9339570437227399, + "FN": 4932, + "FP": 14283, + "IoU": 0.8760970073703419, + "TN": 119438239, + "TP": 135866, + "n_pred": 150149, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9269674851501969, + "FN": 17598, + "FP": 6476, + "IoU": 0.8638764178361813, + "TN": 119416466, + "TP": 152780, + "n_pred": 159256, + "n_ref": 170378 + }, + "4": { + "Dice": 0.7864783450650109, + "FN": 26531, + "FP": 1255, + "IoU": 0.6480958472118441, + "TN": 119514361, + "TP": 51173, + "n_pred": 52428, + "n_ref": 77704 + }, + "5": { + "Dice": 0.10386479899295605, + "FN": 60386, + "FP": 6532, + "IoU": 0.05477710605118933, + "TN": 119522524, + "TP": 3878, + "n_pred": 10410, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9459598515412593, + "FN": 63161, + "FP": 64664, + "IoU": 0.8974609296661795, + "TN": 118346722, + "TP": 1118773, + "n_pred": 1183437, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 18827, + "IoU": 0.0, + "TN": 119574493, + "TP": 0, + "n_pred": 18827, + "n_ref": 0 + }, + "8": { + "Dice": 0.836754512151375, + "FN": 55579, + "FP": 34525, + "IoU": 0.719327537387588, + "TN": 119272291, + "TP": 230925, + "n_pred": 265450, + "n_ref": 286504 + }, + "9": { + "Dice": 0.7061436203255063, + "FN": 31064, + "FP": 6780, + "IoU": 0.5457666178553424, + "TN": 119510006, + "TP": 45470, + "n_pred": 52250, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8978826174129656, + "FN": 11224, + "FP": 29114, + "IoU": 0.8146887360630659, + "TN": 72607983, + "TP": 177339, + "n_pred": 206453, + "n_ref": 188563 + }, + "10": { + "Dice": 0.6307839925885487, + "FN": 30322, + "FP": 14314, + "IoU": 0.46068990515314445, + "TN": 72742895, + "TP": 38129, + "n_pred": 52443, + "n_ref": 68451 + }, + "11": { + "Dice": 0.7167699380371777, + "FN": 454, + "FP": 963, + "IoU": 0.5585669781931464, + "TN": 72822450, + "TP": 1793, + "n_pred": 2756, + "n_ref": 2247 + }, + "12": { + "Dice": 0.7065120428189117, + "FN": 894, + "FP": 751, + "IoU": 0.5462068965517242, + "TN": 72822035, + "TP": 1980, + "n_pred": 2731, + "n_ref": 2874 + }, + "13": { + "Dice": 0.5222979217262352, + "FN": 25881, + "FP": 18573, + "IoU": 0.35345278957472803, + "TN": 72756904, + "TP": 24302, + "n_pred": 42875, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8147188785616334, + "FN": 7377, + "FP": 24239, + "IoU": 0.6873634143206068, + "TN": 72724533, + "TP": 69511, + "n_pred": 93750, + "n_ref": 76888 + }, + "15": { + "Dice": 0.6150110722676229, + "FN": 15125, + "FP": 19124, + "IoU": 0.4440548656764873, + "TN": 72764055, + "TP": 27356, + "n_pred": 46480, + "n_ref": 42481 + }, + "2": { + "Dice": 0.8131743256351257, + "FN": 6321, + "FP": 53194, + "IoU": 0.6851674539904886, + "TN": 72636623, + "TP": 129522, + "n_pred": 182716, + "n_ref": 135843 + }, + "3": { + "Dice": 0.7138877638714648, + "FN": 54878, + "FP": 3050, + "IoU": 0.5550742336612979, + "TN": 72695463, + "TP": 72269, + "n_pred": 75319, + "n_ref": 127147 + }, + "4": { + "Dice": 0.6799851245816289, + "FN": 4154, + "FP": 17359, + "IoU": 0.5151344407131105, + "TN": 72781291, + "TP": 22856, + "n_pred": 40215, + "n_ref": 27010 + }, + "5": { + "Dice": 0.5345614471828064, + "FN": 5418, + "FP": 191, + "IoU": 0.3647791619479049, + "TN": 72816830, + "TP": 3221, + "n_pred": 3412, + "n_ref": 8639 + }, + "6": { + "Dice": 0.914226465765212, + "FN": 75198, + "FP": 137323, + "IoU": 0.8420047431065117, + "TN": 71480550, + "TP": 1132589, + "n_pred": 1269912, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.6346307599843405, + "FN": 123785, + "FP": 8741, + "IoU": 0.4648052273222896, + "TN": 72578038, + "TP": 115096, + "n_pred": 123837, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9324042652150695, + "FN": 4067, + "FP": 3781, + "IoU": 0.8733682936668011, + "TN": 72763685, + "TP": 54127, + "n_pred": 57908, + "n_ref": 58194 + }, + "9": { + "Dice": 0.7890343532754859, + "FN": 15787, + "FP": 17473, + "IoU": 0.6515745144461439, + "TN": 72730202, + "TP": 62198, + "n_pred": 79671, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9401017216651019, + "FN": 15223, + "FP": 15974, + "IoU": 0.8869735340470627, + "TN": 71533473, + "TP": 244818, + "n_pred": 260792, + "n_ref": 260041 + }, + "10": { + "Dice": 0.7970330490593096, + "FN": 25914, + "FP": 8619, + "IoU": 0.662556064766409, + "TN": 71707151, + "TP": 67804, + "n_pred": 76423, + "n_ref": 93718 + }, + "11": { + "Dice": 0.6822368421052631, + "FN": 1295, + "FP": 637, + "IoU": 0.5177234148776835, + "TN": 71805482, + "TP": 2074, + "n_pred": 2711, + "n_ref": 3369 + }, + "12": { + "Dice": 0.5170688313132437, + "FN": 4184, + "FP": 159, + "IoU": 0.3486802639472106, + "TN": 71802820, + "TP": 2325, + "n_pred": 2484, + "n_ref": 6509 + }, + "13": { + "Dice": 0.7110719788685891, + "FN": 23521, + "FP": 9294, + "IoU": 0.5516770271193387, + "TN": 71736293, + "TP": 40380, + "n_pred": 49674, + "n_ref": 63901 + }, + "14": { + "Dice": 0.337625089433282, + "FN": 414107, + "FP": 9907, + "IoU": 0.20309804201639609, + "TN": 71277410, + "TP": 108064, + "n_pred": 117971, + "n_ref": 522171 + }, + "15": { + "Dice": 0.18675785810870058, + "FN": 160429, + "FP": 15790, + "IoU": 0.1029966455080859, + "TN": 71613035, + "TP": 20234, + "n_pred": 36024, + "n_ref": 180663 + }, + "2": { + "Dice": 0.7670332045804914, + "FN": 12038, + "FP": 69868, + "IoU": 0.6221036993291563, + "TN": 71592746, + "TP": 134836, + "n_pred": 204704, + "n_ref": 146874 + }, + "3": { + "Dice": 0.7270828132595814, + "FN": 74317, + "FP": 8771, + "IoU": 0.5711941207435773, + "TN": 71615722, + "TP": 110678, + "n_pred": 119449, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7678252715007411, + "FN": 1284, + "FP": 6391, + "IoU": 0.6231464205047629, + "TN": 71789122, + "TP": 12691, + "n_pred": 19082, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8516624040920716, + "FN": 2018, + "FP": 882, + "IoU": 0.7416481069042317, + "TN": 71798263, + "TP": 8325, + "n_pred": 9207, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9526258484490467, + "FN": 35096, + "FP": 85559, + "IoU": 0.9095372909846944, + "TN": 70475734, + "TP": 1213099, + "n_pred": 1298658, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.7949502373904924, + "FN": 75072, + "FP": 7504, + "IoU": 0.6596824978157301, + "TN": 71566844, + "TP": 160068, + "n_pred": 167572, + "n_ref": 235140 + }, + "8": { + "Dice": 0.94068708223224, + "FN": 5592, + "FP": 3947, + "IoU": 0.8880162475640393, + "TN": 71724306, + "TP": 75643, + "n_pred": 79590, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8560411159712942, + "FN": 15452, + "FP": 9001, + "IoU": 0.7483145836120918, + "TN": 71712331, + "TP": 72704, + "n_pred": 81705, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9276726182922186, + "FN": 24138, + "FP": 5498, + "IoU": 0.8651020519636582, + "TN": 135225818, + "TP": 190056, + "n_pred": 195554, + "n_ref": 214194 + }, + "10": { + "Dice": 0.697278975261709, + "FN": 29284, + "FP": 19211, + "IoU": 0.5352481168420448, + "TN": 135341164, + "TP": 55851, + "n_pred": 75062, + "n_ref": 85135 + }, + "11": { + "Dice": 0.6328397937115289, + "FN": 1645, + "FP": 562, + "IoU": 0.4628863470430762, + "TN": 135441401, + "TP": 1902, + "n_pred": 2464, + "n_ref": 3547 + }, + "12": { + "Dice": 0.6679002938935452, + "FN": 2440, + "FP": 611, + "IoU": 0.501389115868606, + "TN": 135439391, + "TP": 3068, + "n_pred": 3679, + "n_ref": 5508 + }, + "13": { + "Dice": 0.590505130895103, + "FN": 16088, + "FP": 17871, + "IoU": 0.41894805283690373, + "TN": 135387066, + "TP": 24485, + "n_pred": 42356, + "n_ref": 40573 + }, + "14": { + "Dice": 0.7988355279895146, + "FN": 18985, + "FP": 43482, + "IoU": 0.6650509123471156, + "TN": 135259013, + "TP": 124030, + "n_pred": 167512, + "n_ref": 143015 + }, + "15": { + "Dice": 0.5799913268095858, + "FN": 20538, + "FP": 24014, + "IoU": 0.4084421016292008, + "TN": 135370197, + "TP": 30761, + "n_pred": 54775, + "n_ref": 51299 + }, + "2": { + "Dice": 0.846256460691791, + "FN": 47772, + "FP": 11006, + "IoU": 0.7334874968827223, + "TN": 135224965, + "TP": 161767, + "n_pred": 172773, + "n_ref": 209539 + }, + "3": { + "Dice": 0.853003968561418, + "FN": 28690, + "FP": 39612, + "IoU": 0.743685196095723, + "TN": 135179033, + "TP": 198175, + "n_pred": 237787, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8242194843771542, + "FN": 3960, + "FP": 10065, + "IoU": 0.7009977401611734, + "TN": 135398604, + "TP": 32881, + "n_pred": 42946, + "n_ref": 36841 + }, + "5": { + "Dice": 0.5544489489841352, + "FN": 16214, + "FP": 2799, + "IoU": 0.3835554258664851, + "TN": 135414667, + "TP": 11830, + "n_pred": 14629, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9420940698659476, + "FN": 92683, + "FP": 100280, + "IoU": 0.8905272605349421, + "TN": 133682852, + "TP": 1569695, + "n_pred": 1669975, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.6470608732011568, + "FN": 96835, + "FP": 14584, + "IoU": 0.4782631090965283, + "TN": 135231956, + "TP": 102135, + "n_pred": 116719, + "n_ref": 198970 + }, + "8": { + "Dice": 0.8797606003406842, + "FN": 50763, + "FP": 14530, + "IoU": 0.7853326713988408, + "TN": 135141351, + "TP": 238866, + "n_pred": 253396, + "n_ref": 289629 + }, + "9": { + "Dice": 0.849049365303244, + "FN": 22787, + "FP": 3969, + "IoU": 0.7376939893924689, + "TN": 135343507, + "TP": 75247, + "n_pred": 79216, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.86710227131235, + "FN": 29886, + "FP": 39491, + "IoU": 0.7653844202837287, + "TN": 105458300, + "TP": 226328, + "n_pred": 265819, + "n_ref": 256214 + }, + "10": { + "Dice": 0.24670722031208675, + "FN": 46493, + "FP": 38953, + "IoU": 0.14071079466602304, + "TN": 105654567, + "TP": 13992, + "n_pred": 52945, + "n_ref": 60485 + }, + "11": { + "Dice": 0.7195558739255015, + "FN": 460, + "FP": 1106, + "IoU": 0.561958041958042, + "TN": 105750430, + "TP": 2009, + "n_pred": 3115, + "n_ref": 2469 + }, + "12": { + "Dice": 0.5742502709863905, + "FN": 2020, + "FP": 1515, + "IoU": 0.40277073830038856, + "TN": 105748086, + "TP": 2384, + "n_pred": 3899, + "n_ref": 4404 + }, + "13": { + "Dice": 0.2613304447066561, + "FN": 67392, + "FP": 8982, + "IoU": 0.15030483734591252, + "TN": 105664121, + "TP": 13510, + "n_pred": 22492, + "n_ref": 80902 + }, + "14": { + "Dice": 0.7953295677550204, + "FN": 63768, + "FP": 4753, + "IoU": 0.6602051037916431, + "TN": 105552351, + "TP": 133133, + "n_pred": 137886, + "n_ref": 196901 + }, + "15": { + "Dice": 0.8085222616771374, + "FN": 7212, + "FP": 2602, + "IoU": 0.6785878037597433, + "TN": 105723471, + "TP": 20720, + "n_pred": 23322, + "n_ref": 27932 + }, + "2": { + "Dice": 0.8894754779343206, + "FN": 14565, + "FP": 19811, + "IoU": 0.800950776197011, + "TN": 105581304, + "TP": 138325, + "n_pred": 158136, + "n_ref": 152890 + }, + "3": { + "Dice": 0.9071144958666927, + "FN": 18164, + "FP": 13230, + "IoU": 0.8300178677784396, + "TN": 105569315, + "TP": 153296, + "n_pred": 166526, + "n_ref": 171460 + }, + "4": { + "Dice": 0.34125143848439565, + "FN": 30920, + "FP": 7433, + "IoU": 0.2057282498395013, + "TN": 105705718, + "TP": 9934, + "n_pred": 17367, + "n_ref": 40854 + }, + "5": { + "Dice": 0.7671390102856134, + "FN": 3676, + "FP": 1599, + "IoU": 0.6222429103408765, + "TN": 105740041, + "TP": 8689, + "n_pred": 10288, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9227642133245044, + "FN": 95673, + "FP": 145540, + "IoU": 0.8566037489083865, + "TN": 104071862, + "TP": 1440930, + "n_pred": 1586470, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.6208013160285166, + "FN": 112902, + "FP": 77039, + "IoU": 0.45011739297842346, + "TN": 105408584, + "TP": 155480, + "n_pred": 232519, + "n_ref": 268382 + }, + "8": { + "Dice": 0.904022564178835, + "FN": 3571, + "FP": 14498, + "IoU": 0.8248550879165617, + "TN": 105650839, + "TP": 85097, + "n_pred": 99595, + "n_ref": 88668 + }, + "9": { + "Dice": 0.7615101231147077, + "FN": 14345, + "FP": 23526, + "IoU": 0.6148698809148505, + "TN": 105655672, + "TP": 60462, + "n_pred": 83988, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9102267753201397, + "FN": 8914, + "FP": 39283, + "IoU": 0.8352442092597151, + "TN": 96845344, + "TP": 244339, + "n_pred": 283622, + "n_ref": 253253 + }, + "10": { + "Dice": 0.7665760613392829, + "FN": 14995, + "FP": 44431, + "IoU": 0.6215024999203848, + "TN": 96980875, + "TP": 97579, + "n_pred": 142010, + "n_ref": 112574 + }, + "11": { + "Dice": 0.7392457277548615, + "FN": 1052, + "FP": 718, + "IoU": 0.5863519513905118, + "TN": 97133601, + "TP": 2509, + "n_pred": 3227, + "n_ref": 3561 + }, + "12": { + "Dice": 0.7938329150233059, + "FN": 1197, + "FP": 528, + "IoU": 0.6581450653983353, + "TN": 97132834, + "TP": 3321, + "n_pred": 3849, + "n_ref": 4518 + }, + "13": { + "Dice": 0.6448247608276689, + "FN": 21959, + "FP": 8818, + "IoU": 0.47582389508643447, + "TN": 97079165, + "TP": 27938, + "n_pred": 36756, + "n_ref": 49897 + }, + "14": { + "Dice": 0.811428255925318, + "FN": 73413, + "FP": 15386, + "IoU": 0.682691861026046, + "TN": 96858029, + "TP": 191052, + "n_pred": 206438, + "n_ref": 264465 + }, + "15": { + "Dice": 0.2639852670349908, + "FN": 4454, + "FP": 95460, + "IoU": 0.1520639554620137, + "TN": 97020048, + "TP": 17918, + "n_pred": 113378, + "n_ref": 22372 + }, + "2": { + "Dice": 0.7251025905237088, + "FN": 57782, + "FP": 3044, + "IoU": 0.5687536778520635, + "TN": 96996833, + "TP": 80221, + "n_pred": 83265, + "n_ref": 138003 + }, + "3": { + "Dice": 0.7668560397555474, + "FN": 8701, + "FP": 82362, + "IoU": 0.6218706529637704, + "TN": 96897055, + "TP": 149762, + "n_pred": 232124, + "n_ref": 158463 + }, + "4": { + "Dice": 0.9200146092037984, + "FN": 2306, + "FP": 2074, + "IoU": 0.8518769022658099, + "TN": 97108310, + "TP": 25190, + "n_pred": 27264, + "n_ref": 27496 + }, + "5": { + "Dice": 0.8435262102549412, + "FN": 2854, + "FP": 1516, + "IoU": 0.7293950089788841, + "TN": 97121731, + "TP": 11779, + "n_pred": 13295, + "n_ref": 14633 + }, + "6": { + "Dice": 0.9208951824152461, + "FN": 44905, + "FP": 205139, + "IoU": 0.8533880744563707, + "TN": 95432398, + "TP": 1455438, + "n_pred": 1660577, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.8901916507440217, + "FN": 39007, + "FP": 14095, + "IoU": 0.8021129516107995, + "TN": 96869535, + "TP": 215243, + "n_pred": 229338, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9106736858167391, + "FN": 8694, + "FP": 14722, + "IoU": 0.8359971424168989, + "TN": 96995102, + "TP": 119362, + "n_pred": 134084, + "n_ref": 128056 + }, + "9": { + "Dice": 0.713572637176698, + "FN": 9539, + "FP": 37859, + "IoU": 0.5546932985090052, + "TN": 97031441, + "TP": 59041, + "n_pred": 96900, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.913172667806317, + "FN": 4173, + "FP": 28029, + "IoU": 0.840218718058133, + "TN": 130565254, + "TP": 169336, + "n_pred": 197365, + "n_ref": 173509 + }, + "10": { + "Dice": 0.6178780284043442, + "FN": 23627, + "FP": 42696, + "IoU": 0.44705029013539654, + "TN": 130646848, + "TP": 53621, + "n_pred": 96317, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7808364213869773, + "FN": 1099, + "FP": 557, + "IoU": 0.6404689535388624, + "TN": 130762186, + "TP": 2950, + "n_pred": 3507, + "n_ref": 4049 + }, + "12": { + "Dice": 0.7897819720143182, + "FN": 901, + "FP": 391, + "IoU": 0.6525947835439634, + "TN": 130763073, + "TP": 2427, + "n_pred": 2818, + "n_ref": 3328 + }, + "13": { + "Dice": 0.7364912163738792, + "FN": 17179, + "FP": 14441, + "IoU": 0.5828936260025327, + "TN": 130690984, + "TP": 44188, + "n_pred": 58629, + "n_ref": 61367 + }, + "14": { + "Dice": 0.8568696070637756, + "FN": 18762, + "FP": 28231, + "IoU": 0.7495816858327383, + "TN": 130579134, + "TP": 140665, + "n_pred": 168896, + "n_ref": 159427 + }, + "15": { + "Dice": 0.38879677092314835, + "FN": 8273, + "FP": 56234, + "IoU": 0.24130833646970268, + "TN": 130681768, + "TP": 20517, + "n_pred": 76751, + "n_ref": 28790 + }, + "2": { + "Dice": 0.8344874396894445, + "FN": 41543, + "FP": 7958, + "IoU": 0.7159832232671023, + "TN": 130592503, + "TP": 124788, + "n_pred": 132746, + "n_ref": 166331 + }, + "3": { + "Dice": 0.8651412328239513, + "FN": 6570, + "FP": 43150, + "IoU": 0.7623338320562522, + "TN": 130557591, + "TP": 159481, + "n_pred": 202631, + "n_ref": 166051 + }, + "4": { + "Dice": 0.6831188671484811, + "FN": 12497, + "FP": 3682, + "IoU": 0.5187399607353204, + "TN": 130733174, + "TP": 17439, + "n_pred": 21121, + "n_ref": 29936 + }, + "5": { + "Dice": 0.5738530556966311, + "FN": 17750, + "FP": 2388, + "IoU": 0.4023800338309048, + "TN": 130733095, + "TP": 13559, + "n_pred": 15947, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9289817864418345, + "FN": 66854, + "FP": 127361, + "IoU": 0.8673818751929028, + "TN": 129302324, + "TP": 1270253, + "n_pred": 1397614, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.8130681527685465, + "FN": 127497, + "FP": 18751, + "IoU": 0.6850167131879114, + "TN": 130302488, + "TP": 318056, + "n_pred": 336807, + "n_ref": 445553 + }, + "8": { + "Dice": 0.9022838356438366, + "FN": 13678, + "FP": 33224, + "IoU": 0.8219646070102717, + "TN": 130503350, + "TP": 216540, + "n_pred": 249764, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8230838413110823, + "FN": 19663, + "FP": 15745, + "IoU": 0.699356394450388, + "TN": 130649018, + "TP": 82366, + "n_pred": 98111, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8785811927205297, + "FN": 16063, + "FP": 35010, + "IoU": 0.7834550187828063, + "TN": 72000154, + "TP": 184781, + "n_pred": 219791, + "n_ref": 200844 + }, + "10": { + "Dice": 0.3849191203514153, + "FN": 34929, + "FP": 53706, + "IoU": 0.23832807706519776, + "TN": 72119639, + "TP": 27734, + "n_pred": 81440, + "n_ref": 62663 + }, + "11": { + "Dice": 0.6528683914510686, + "FN": 1236, + "FP": 307, + "IoU": 0.4846359385437542, + "TN": 72233014, + "TP": 1451, + "n_pred": 1758, + "n_ref": 2687 + }, + "12": { + "Dice": 0.6073863636363637, + "FN": 1933, + "FP": 831, + "IoU": 0.4361485108119135, + "TN": 72231106, + "TP": 2138, + "n_pred": 2969, + "n_ref": 4071 + }, + "13": { + "Dice": 0.2124468984627296, + "FN": 60011, + "FP": 17296, + "IoU": 0.11884788109512846, + "TN": 72148274, + "TP": 10427, + "n_pred": 27723, + "n_ref": 70438 + }, + "14": { + "Dice": 0.3678529001601157, + "FN": 34674, + "FP": 99955, + "IoU": 0.22537974683544304, + "TN": 72062208, + "TP": 39171, + "n_pred": 139126, + "n_ref": 73845 + }, + "15": { + "Dice": 0.3245565002500662, + "FN": 6252, + "FP": 85584, + "IoU": 0.19371378402107112, + "TN": 72122108, + "TP": 22064, + "n_pred": 107648, + "n_ref": 28316 + }, + "2": { + "Dice": 0.8903071113153636, + "FN": 15902, + "FP": 11547, + "IoU": 0.8023004566341597, + "TN": 72097166, + "TP": 111393, + "n_pred": 122940, + "n_ref": 127295 + }, + "3": { + "Dice": 0.9202468529143963, + "FN": 9064, + "FP": 18527, + "IoU": 0.8522752217932998, + "TN": 72049235, + "TP": 159182, + "n_pred": 177709, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 15980, + "IoU": 0.0, + "TN": 72220028, + "TP": 0, + "n_pred": 15980, + "n_ref": 0 + }, + "5": { + "Dice": 0.8395833333333333, + "FN": 167, + "FP": 2913, + "IoU": 0.7235188509874326, + "TN": 72224868, + "TP": 8060, + "n_pred": 10973, + "n_ref": 8227 + }, + "6": { + "Dice": 0.7870366923451038, + "FN": 201011, + "FP": 508357, + "IoU": 0.6488544932713051, + "TN": 70215854, + "TP": 1310786, + "n_pred": 1819143, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.34277347275802816, + "FN": 211092, + "FP": 280405, + "IoU": 0.20683561789738342, + "TN": 71616342, + "TP": 128169, + "n_pred": 408574, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9251412642205982, + "FN": 6182, + "FP": 3754, + "IoU": 0.8607096294842499, + "TN": 72164675, + "TP": 61397, + "n_pred": 65151, + "n_ref": 67579 + }, + "9": { + "Dice": 0.5493328114871393, + "FN": 27163, + "FP": 9684, + "IoU": 0.37867597463914743, + "TN": 72176704, + "TP": 22457, + "n_pred": 32141, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8085213309679722, + "FN": 8551, + "FP": 29550, + "IoU": 0.6785864925511633, + "TN": 52434578, + "TP": 80441, + "n_pred": 109991, + "n_ref": 88992 + }, + "10": { + "Dice": 0.02439075410521912, + "FN": 46601, + "FP": 38, + "IoU": 0.012345940451484478, + "TN": 52505898, + "TP": 583, + "n_pred": 621, + "n_ref": 47184 + }, + "11": { + "Dice": 0.08145196989818504, + "FN": 1950, + "FP": 125, + "IoU": 0.042455006922012, + "TN": 52550953, + "TP": 92, + "n_pred": 217, + "n_ref": 2042 + }, + "12": { + "Dice": 0.05501165501165501, + "FN": 3948, + "FP": 106, + "IoU": 0.02828379674017258, + "TN": 52548948, + "TP": 118, + "n_pred": 224, + "n_ref": 4066 + }, + "13": { + "Dice": 0.29727502326199656, + "FN": 16024, + "FP": 10409, + "IoU": 0.17458780914314265, + "TN": 52521096, + "TP": 5591, + "n_pred": 16000, + "n_ref": 21615 + }, + "14": { + "Dice": 0.2604453070246375, + "FN": 46175, + "FP": 8697, + "IoU": 0.14971952769082963, + "TN": 52488586, + "TP": 9662, + "n_pred": 18359, + "n_ref": 55837 + }, + "15": { + "Dice": 0.09331875657501186, + "FN": 23007, + "FP": 20948, + "IoU": 0.04894302962113508, + "TN": 52506903, + "TP": 2262, + "n_pred": 23210, + "n_ref": 25269 + }, + "2": { + "Dice": 0.7138593420403034, + "FN": 39643, + "FP": 36863, + "IoU": 0.5550398687906758, + "TN": 52381181, + "TP": 95433, + "n_pred": 132296, + "n_ref": 135076 + }, + "3": { + "Dice": 0.7517023932962312, + "FN": 54285, + "FP": 4384, + "IoU": 0.6021820351648054, + "TN": 52405643, + "TP": 88808, + "n_pred": 93192, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 815, + "IoU": 0.0, + "TN": 52550425, + "TP": 0, + "n_pred": 815, + "n_ref": 1880 + }, + "5": { + "Dice": 0.7970137524557956, + "FN": 1211, + "FP": 1372, + "IoU": 0.6625293963940423, + "TN": 52545466, + "TP": 5071, + "n_pred": 6443, + "n_ref": 6282 + }, + "6": { + "Dice": 0.8991280124384555, + "FN": 78877, + "FP": 76829, + "IoU": 0.816741658065116, + "TN": 51703467, + "TP": 693947, + "n_pred": 770776, + "n_ref": 772824 + }, + "7": { + "Dice": 0.21139972614497968, + "FN": 167204, + "FP": 25731, + "IoU": 0.11819282890376837, + "TN": 52334325, + "TP": 25860, + "n_pred": 51591, + "n_ref": 193064 + }, + "8": { + "Dice": 0.7888686427338033, + "FN": 18187, + "FP": 3944, + "IoU": 0.6513485411809188, + "TN": 52489644, + "TP": 41345, + "n_pred": 45289, + "n_ref": 59532 + }, + "9": { + "Dice": 0.7513735476683113, + "FN": 19079, + "FP": 19974, + "IoU": 0.6017600750530266, + "TN": 52455056, + "TP": 59011, + "n_pred": 78985, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8650444030345322, + "FN": 15352, + "FP": 71193, + "IoU": 0.7621834769108171, + "TN": 143773335, + "TP": 277370, + "n_pred": 348563, + "n_ref": 292722 + }, + "10": { + "Dice": 0.6916634412763945, + "FN": 33946, + "FP": 23412, + "IoU": 0.5286586518312776, + "TN": 144015559, + "TP": 64333, + "n_pred": 87745, + "n_ref": 98279 + }, + "11": { + "Dice": 0.5085215168299957, + "FN": 4232, + "FP": 382, + "IoU": 0.34095129267247537, + "TN": 144130249, + "TP": 2387, + "n_pred": 2769, + "n_ref": 6619 + }, + "12": { + "Dice": 0.5601675552170602, + "FN": 2704, + "FP": 1916, + "IoU": 0.3890505157365776, + "TN": 144129688, + "TP": 2942, + "n_pred": 4858, + "n_ref": 5646 + }, + "13": { + "Dice": 0.7504739758455624, + "FN": 32654, + "FP": 14990, + "IoU": 0.6006069192143582, + "TN": 144017959, + "TP": 71647, + "n_pred": 86637, + "n_ref": 104301 + }, + "14": { + "Dice": 0.7688249948971985, + "FN": 144541, + "FP": 15154, + "IoU": 0.6244644276489373, + "TN": 143712004, + "TP": 265551, + "n_pred": 280705, + "n_ref": 410092 + }, + "15": { + "Dice": 0.32482371755035755, + "FN": 3065, + "FP": 78420, + "IoU": 0.19390420038383158, + "TN": 144036164, + "TP": 19601, + "n_pred": 98021, + "n_ref": 22666 + }, + "2": { + "Dice": 0.7231140632032624, + "FN": 58510, + "FP": 2393, + "IoU": 0.5663106173894467, + "TN": 143996820, + "TP": 79527, + "n_pred": 81920, + "n_ref": 138037 + }, + "3": { + "Dice": 0.8314150610063225, + "FN": 8306, + "FP": 58969, + "IoU": 0.7114716553871491, + "TN": 143904084, + "TP": 165891, + "n_pred": 224860, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9075135307226998, + "FN": 5562, + "FP": 3734, + "IoU": 0.8306862887949876, + "TN": 144082346, + "TP": 45608, + "n_pred": 49342, + "n_ref": 51170 + }, + "5": { + "Dice": 0.7190922878166601, + "FN": 12929, + "FP": 2074, + "IoU": 0.56139273811612, + "TN": 144103044, + "TP": 19203, + "n_pred": 21277, + "n_ref": 32132 + }, + "6": { + "Dice": 0.8924087586788583, + "FN": 41843, + "FP": 275658, + "IoU": 0.8057203103325262, + "TN": 142503003, + "TP": 1316746, + "n_pred": 1592404, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.6554841481534524, + "FN": 120905, + "FP": 13810, + "IoU": 0.4875242989907597, + "TN": 143874379, + "TP": 128156, + "n_pred": 141966, + "n_ref": 249061 + }, + "8": { + "Dice": 0.8628573924992752, + "FN": 11859, + "FP": 57203, + "IoU": 0.7587943559653535, + "TN": 143850930, + "TP": 217258, + "n_pred": 274461, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8747841059177704, + "FN": 12662, + "FP": 10755, + "IoU": 0.7774366772798555, + "TN": 144032035, + "TP": 81798, + "n_pred": 92553, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9638214306775963, + "FN": 9718, + "FP": 5619, + "IoU": 0.9301692384044147, + "TN": 111559289, + "TP": 204294, + "n_pred": 209913, + "n_ref": 214012 + }, + "10": { + "Dice": 0.489272658771778, + "FN": 21977, + "FP": 28180, + "IoU": 0.3238656277803241, + "TN": 111704738, + "TP": 24025, + "n_pred": 52205, + "n_ref": 46002 + }, + "11": { + "Dice": 0.6917244716889821, + "FN": 1651, + "FP": 260, + "IoU": 0.5287299630086313, + "TN": 111774865, + "TP": 2144, + "n_pred": 2404, + "n_ref": 3795 + }, + "12": { + "Dice": 0.641306831162897, + "FN": 1853, + "FP": 1287, + "IoU": 0.47200269043215065, + "TN": 111772973, + "TP": 2807, + "n_pred": 4094, + "n_ref": 4660 + }, + "13": { + "Dice": 0.593256453909822, + "FN": 25240, + "FP": 12747, + "IoU": 0.4217232455472675, + "TN": 111713230, + "TP": 27703, + "n_pred": 40450, + "n_ref": 52943 + }, + "14": { + "Dice": 0.7233597342168299, + "FN": 13158, + "FP": 47128, + "IoU": 0.5666120312859443, + "TN": 111639816, + "TP": 78818, + "n_pred": 125946, + "n_ref": 91976 + }, + "15": { + "Dice": 0.28532080935061266, + "FN": 2652, + "FP": 37826, + "IoU": 0.16639894559083981, + "TN": 111730362, + "TP": 8080, + "n_pred": 45906, + "n_ref": 10732 + }, + "2": { + "Dice": 0.9631546096513236, + "FN": 9563, + "FP": 5490, + "IoU": 0.9289278986208622, + "TN": 111567121, + "TP": 196746, + "n_pred": 202236, + "n_ref": 206309 + }, + "3": { + "Dice": 0.9297958360169788, + "FN": 3529, + "FP": 5518, + "IoU": 0.8688022970836898, + "TN": 111709963, + "TP": 59910, + "n_pred": 65428, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8195794128232814, + "FN": 2739, + "FP": 4279, + "IoU": 0.6943113511629933, + "TN": 111755962, + "TP": 15940, + "n_pred": 20219, + "n_ref": 18679 + }, + "5": { + "Dice": 0.5674053554939982, + "FN": 15355, + "FP": 1511, + "IoU": 0.3960683209796971, + "TN": 111750993, + "TP": 11061, + "n_pred": 12572, + "n_ref": 26416 + }, + "6": { + "Dice": 0.927612433033289, + "FN": 124882, + "FP": 48340, + "IoU": 0.8649973774472937, + "TN": 110495819, + "TP": 1109879, + "n_pred": 1158219, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.47413906640994924, + "FN": 162791, + "FP": 4905, + "IoU": 0.3107354385791851, + "TN": 111535623, + "TP": 75601, + "n_pred": 80506, + "n_ref": 238392 + }, + "8": { + "Dice": 0.8791835109180806, + "FN": 43239, + "FP": 21075, + "IoU": 0.7844134338514553, + "TN": 111480599, + "TP": 234007, + "n_pred": 255082, + "n_ref": 277246 + }, + "9": { + "Dice": 0.7822826028932899, + "FN": 21721, + "FP": 10907, + "IoU": 0.6424172018499441, + "TN": 111687674, + "TP": 58618, + "n_pred": 69525, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7636458228702265, + "FN": 17154, + "FP": 74615, + "IoU": 0.6176594352947058, + "TN": 198847856, + "TP": 148250, + "n_pred": 222865, + "n_ref": 165404 + }, + "10": { + "Dice": 0.6598439962495262, + "FN": 30051, + "FP": 4051, + "IoU": 0.49236357140730597, + "TN": 199020697, + "TP": 33076, + "n_pred": 37127, + "n_ref": 63127 + }, + "11": { + "Dice": 0.7105157401205626, + "FN": 1783, + "FP": 378, + "IoU": 0.5510076875129857, + "TN": 199083062, + "TP": 2652, + "n_pred": 3030, + "n_ref": 4435 + }, + "12": { + "Dice": 0.708529945553539, + "FN": 1383, + "FP": 223, + "IoU": 0.5486228218100057, + "TN": 199084317, + "TP": 1952, + "n_pred": 2175, + "n_ref": 3335 + }, + "13": { + "Dice": 0.4740546268326243, + "FN": 20607, + "FP": 12648, + "IoU": 0.3106629078396418, + "TN": 199039633, + "TP": 14987, + "n_pred": 27635, + "n_ref": 35594 + }, + "14": { + "Dice": 0.6490095704429112, + "FN": 19246, + "FP": 10717, + "IoU": 0.48039538714991764, + "TN": 199030210, + "TP": 27702, + "n_pred": 38419, + "n_ref": 46948 + }, + "15": { + "Dice": 0.4294805667269674, + "FN": 95476, + "FP": 19005, + "IoU": 0.27346402574077716, + "TN": 198930304, + "TP": 43090, + "n_pred": 62095, + "n_ref": 138566 + }, + "2": { + "Dice": 0.9284341461057186, + "FN": 4705, + "FP": 14546, + "IoU": 0.8664275207460242, + "TN": 198943751, + "TP": 124873, + "n_pred": 139419, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9255143166506256, + "FN": 15745, + "FP": 4067, + "IoU": 0.8613556522834469, + "TN": 198944977, + "TP": 123086, + "n_pred": 127153, + "n_ref": 138831 + }, + "4": { + "Dice": 0.7896463352127114, + "FN": 1714, + "FP": 6494, + "IoU": 0.6524095875328195, + "TN": 199064261, + "TP": 15406, + "n_pred": 21900, + "n_ref": 17120 + }, + "5": { + "Dice": 0.6672928913399188, + "FN": 9057, + "FP": 1923, + "IoU": 0.5007048337956437, + "TN": 199065884, + "TP": 11011, + "n_pred": 12934, + "n_ref": 20068 + }, + "6": { + "Dice": 0.8861282271549423, + "FN": 152361, + "FP": 105329, + "IoU": 0.795538812238314, + "TN": 197827538, + "TP": 1002647, + "n_pred": 1107976, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.4882324150203177, + "FN": 91836, + "FP": 43047, + "IoU": 0.32295467892763385, + "TN": 198888652, + "TP": 64340, + "n_pred": 107387, + "n_ref": 156176 + }, + "8": { + "Dice": 0.882862677133245, + "FN": 10105, + "FP": 18620, + "IoU": 0.7902901989414126, + "TN": 198950900, + "TP": 108250, + "n_pred": 126870, + "n_ref": 118355 + }, + "9": { + "Dice": 0.8487655665422795, + "FN": 15716, + "FP": 15531, + "IoU": 0.7372656184310098, + "TN": 198968945, + "TP": 87683, + "n_pred": 103214, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7414430505046158, + "FN": 12097, + "FP": 108057, + "IoU": 0.5891215735624008, + "TN": 130782760, + "TP": 172278, + "n_pred": 280335, + "n_ref": 184375 + }, + "10": { + "Dice": 0.6001401141192629, + "FN": 17616, + "FP": 69140, + "IoU": 0.4287144164729588, + "TN": 130923331, + "TP": 65105, + "n_pred": 134245, + "n_ref": 82721 + }, + "11": { + "Dice": 0.6454171979033857, + "FN": 1793, + "FP": 710, + "IoU": 0.47646935787492156, + "TN": 131070411, + "TP": 2278, + "n_pred": 2988, + "n_ref": 4071 + }, + "12": { + "Dice": 0.7493425896707689, + "FN": 1073, + "FP": 1310, + "IoU": 0.5991589571068124, + "TN": 131069247, + "TP": 3562, + "n_pred": 4872, + "n_ref": 4635 + }, + "13": { + "Dice": 0.4253962314162983, + "FN": 62875, + "FP": 10830, + "IoU": 0.2701608111854874, + "TN": 130974204, + "TP": 27283, + "n_pred": 38113, + "n_ref": 90158 + }, + "14": { + "Dice": 0.42052023121387283, + "FN": 9471, + "FP": 120453, + "IoU": 0.26623970722781337, + "TN": 130898126, + "TP": 47142, + "n_pred": 167595, + "n_ref": 56613 + }, + "15": { + "Dice": 0.2788876809657049, + "FN": 4106, + "FP": 117281, + "IoU": 0.16203921027198676, + "TN": 130930332, + "TP": 23473, + "n_pred": 140754, + "n_ref": 27579 + }, + "2": { + "Dice": 0.7687266087880034, + "FN": 54578, + "FP": 9009, + "IoU": 0.6243346232239388, + "TN": 130905927, + "TP": 105678, + "n_pred": 114687, + "n_ref": 160256 + }, + "3": { + "Dice": 0.734159120481707, + "FN": 9802, + "FP": 120749, + "IoU": 0.5799774145081221, + "TN": 130764373, + "TP": 180268, + "n_pred": 301017, + "n_ref": 190070 + }, + "4": { + "Dice": 0.4219403877359296, + "FN": 53318, + "FP": 830, + "IoU": 0.2673792450277364, + "TN": 131001282, + "TP": 19762, + "n_pred": 20592, + "n_ref": 73080 + }, + "5": { + "Dice": 0.7104622871046229, + "FN": 6231, + "FP": 671, + "IoU": 0.5509433962264151, + "TN": 131059822, + "TP": 8468, + "n_pred": 9139, + "n_ref": 14699 + }, + "6": { + "Dice": 0.8864580560831318, + "FN": 45820, + "FP": 318490, + "IoU": 0.7960706472941899, + "TN": 129288740, + "TP": 1422142, + "n_pred": 1740632, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.627081299035949, + "FN": 206258, + "FP": 472774, + "IoU": 0.456750497021869, + "TN": 129825247, + "TP": 570913, + "n_pred": 1043687, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9086865686572505, + "FN": 10100, + "FP": 13633, + "IoU": 0.8326540685375828, + "TN": 130933372, + "TP": 118087, + "n_pred": 131720, + "n_ref": 128187 + }, + "9": { + "Dice": 0.6914387885669737, + "FN": 24745, + "FP": 11668, + "IoU": 0.5283962129748352, + "TN": 130997981, + "TP": 40798, + "n_pred": 52466, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.828962044174487, + "FN": 6320, + "FP": 80015, + "IoU": 0.707886571951562, + "TN": 101321647, + "TP": 209218, + "n_pred": 289233, + "n_ref": 215538 + }, + "10": { + "Dice": 0.7405621113450521, + "FN": 15574, + "FP": 5620, + "IoU": 0.5880100305192154, + "TN": 101565757, + "TP": 30249, + "n_pred": 35869, + "n_ref": 45823 + }, + "11": { + "Dice": 0.8080877313228239, + "FN": 1422, + "FP": 258, + "IoU": 0.6779758481886141, + "TN": 101611983, + "TP": 3537, + "n_pred": 3795, + "n_ref": 4959 + }, + "12": { + "Dice": 0.7810921566758792, + "FN": 1392, + "FP": 905, + "IoU": 0.6408131352619234, + "TN": 101610805, + "TP": 4098, + "n_pred": 5003, + "n_ref": 5490 + }, + "13": { + "Dice": 0.7226352857270215, + "FN": 19555, + "FP": 11557, + "IoU": 0.565723538197401, + "TN": 101545559, + "TP": 40529, + "n_pred": 52086, + "n_ref": 60084 + }, + "14": { + "Dice": 0.8661504257475159, + "FN": 4501, + "FP": 13199, + "IoU": 0.7639024129973723, + "TN": 101542231, + "TP": 57269, + "n_pred": 70468, + "n_ref": 61770 + }, + "15": { + "Dice": 0.7685984381422113, + "FN": 10826, + "FP": 2686, + "IoU": 0.6241655540720962, + "TN": 101581248, + "TP": 22440, + "n_pred": 25126, + "n_ref": 33266 + }, + "2": { + "Dice": 0.6804290204371316, + "FN": 78388, + "FP": 9866, + "IoU": 0.5156441229577025, + "TN": 101434991, + "TP": 93955, + "n_pred": 103821, + "n_ref": 172343 + }, + "3": { + "Dice": 0.7891957466298603, + "FN": 13590, + "FP": 71557, + "IoU": 0.651794659981761, + "TN": 101372669, + "TP": 159384, + "n_pred": 230941, + "n_ref": 172974 + }, + "4": { + "Dice": 0.21889853801398557, + "FN": 2236, + "FP": 97513, + "IoU": 0.12290065596257672, + "TN": 101503474, + "TP": 13977, + "n_pred": 111490, + "n_ref": 16213 + }, + "5": { + "Dice": 0.7455549700411812, + "FN": 11271, + "FP": 1766, + "IoU": 0.5943305224507577, + "TN": 101585063, + "TP": 19100, + "n_pred": 20866, + "n_ref": 30371 + }, + "6": { + "Dice": 0.9201887531728591, + "FN": 156294, + "FP": 82641, + "IoU": 0.8521755592717635, + "TN": 100000857, + "TP": 1377408, + "n_pred": 1460049, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.7182076824006228, + "FN": 181072, + "FP": 12563, + "IoU": 0.560315171607307, + "TN": 101176805, + "TP": 246760, + "n_pred": 259323, + "n_ref": 427832 + }, + "8": { + "Dice": 0.9404626553847044, + "FN": 20599, + "FP": 6160, + "IoU": 0.8876163357188456, + "TN": 101379096, + "TP": 211345, + "n_pred": 217505, + "n_ref": 231944 + }, + "9": { + "Dice": 0.8395690565152556, + "FN": 5836, + "FP": 22889, + "IoU": 0.7234976464812729, + "TN": 101513313, + "TP": 75162, + "n_pred": 98051, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9699331474451574, + "FN": 9485, + "FP": 3045, + "IoU": 0.941621551105603, + "TN": 118967578, + "TP": 202104, + "n_pred": 205149, + "n_ref": 211589 + }, + "10": { + "Dice": 0.5044037009409393, + "FN": 42205, + "FP": 33535, + "IoU": 0.3372592599074228, + "TN": 119067929, + "TP": 38543, + "n_pred": 72078, + "n_ref": 80748 + }, + "11": { + "Dice": 0.6805320435308343, + "FN": 1224, + "FP": 1418, + "IoU": 0.5157624633431085, + "TN": 119176756, + "TP": 2814, + "n_pred": 4232, + "n_ref": 4038 + }, + "12": { + "Dice": 0.5953812084783296, + "FN": 2253, + "FP": 305, + "IoU": 0.4238738738738739, + "TN": 119177772, + "TP": 1882, + "n_pred": 2187, + "n_ref": 4135 + }, + "13": { + "Dice": 0.5423385365686123, + "FN": 17284, + "FP": 9367, + "IoU": 0.37206069459497665, + "TN": 119139770, + "TP": 15791, + "n_pred": 25158, + "n_ref": 33075 + }, + "14": { + "Dice": 0.35691191546408013, + "FN": 45500, + "FP": 27895, + "IoU": 0.21722019581493568, + "TN": 119088450, + "TP": 20367, + "n_pred": 48262, + "n_ref": 65867 + }, + "15": { + "Dice": 0.37882154835682047, + "FN": 6997, + "FP": 38008, + "IoU": 0.23367048086091813, + "TN": 119123484, + "TP": 13723, + "n_pred": 51731, + "n_ref": 20720 + }, + "2": { + "Dice": 0.9160390357102158, + "FN": 16641, + "FP": 15777, + "IoU": 0.8450848931727061, + "TN": 118972949, + "TP": 176845, + "n_pred": 192622, + "n_ref": 193486 + }, + "3": { + "Dice": 0.945350066633588, + "FN": 15048, + "FP": 5989, + "IoU": 0.8963638423756952, + "TN": 118979223, + "TP": 181952, + "n_pred": 187941, + "n_ref": 197000 + }, + "4": { + "Dice": 0.36835354666926434, + "FN": 31993, + "FP": 6912, + "IoU": 0.22575573643256583, + "TN": 119131963, + "TP": 11344, + "n_pred": 18256, + "n_ref": 43337 + }, + "5": { + "Dice": 0.8115999602741086, + "FN": 5464, + "FP": 227, + "IoU": 0.6829349824502757, + "TN": 119164263, + "TP": 12258, + "n_pred": 12485, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9312265096725485, + "FN": 46030, + "FP": 204017, + "IoU": 0.8713038993765074, + "TN": 117239286, + "TP": 1692879, + "n_pred": 1896896, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.5926885391446445, + "FN": 159438, + "FP": 30495, + "IoU": 0.4211495149655158, + "TN": 118854091, + "TP": 138188, + "n_pred": 168683, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9182413090530566, + "FN": 9830, + "FP": 3051, + "IoU": 0.8488411664613038, + "TN": 119096997, + "TP": 72334, + "n_pred": 75385, + "n_ref": 82164 + }, + "9": { + "Dice": 0.8717978140508907, + "FN": 9546, + "FP": 12799, + "IoU": 0.7727318958502848, + "TN": 119083892, + "TP": 75975, + "n_pred": 88774, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 47922, + "IoU": 0.0, + "TN": 61284558, + "TP": 0, + "n_pred": 47922, + "n_ref": 0 + }, + "10": { + "Dice": 0.6044635827562382, + "FN": 15618, + "FP": 8999, + "IoU": 0.43314067285329405, + "TN": 61289053, + "TP": 18810, + "n_pred": 27809, + "n_ref": 34428 + }, + "11": { + "Dice": 0.8708468648513614, + "FN": 378, + "FP": 656, + "IoU": 0.7712389380530974, + "TN": 61327960, + "TP": 3486, + "n_pred": 4142, + "n_ref": 3864 + }, + "12": { + "Dice": 0.7509017378948519, + "FN": 1415, + "FP": 864, + "IoU": 0.6011550577528877, + "TN": 61326766, + "TP": 3435, + "n_pred": 4299, + "n_ref": 4850 + }, + "13": { + "Dice": 0.27158116366250706, + "FN": 42119, + "FP": 14619, + "IoU": 0.15712694050360246, + "TN": 61265165, + "TP": 10577, + "n_pred": 25196, + "n_ref": 52696 + }, + "14": { + "Dice": 0.7606272451926464, + "FN": 97798, + "FP": 10950, + "IoU": 0.6137195143610181, + "TN": 61050954, + "TP": 172778, + "n_pred": 183728, + "n_ref": 270576 + }, + "15": { + "Dice": 0.4527673351438854, + "FN": 64385, + "FP": 17423, + "IoU": 0.29263041391773525, + "TN": 61216829, + "TP": 33843, + "n_pred": 51266, + "n_ref": 98228 + }, + "2": { + "Dice": 0.8712441511331941, + "FN": 18034, + "FP": 24205, + "IoU": 0.7718623580182233, + "TN": 61147333, + "TP": 142908, + "n_pred": 167113, + "n_ref": 160942 + }, + "3": { + "Dice": 0.8373366709647071, + "FN": 28963, + "FP": 9766, + "IoU": 0.7201884243304362, + "TN": 61194069, + "TP": 99682, + "n_pred": 109448, + "n_ref": 128645 + }, + "4": { + "Dice": 0.8543890638199831, + "FN": 8814, + "FP": 2562, + "IoU": 0.7457933900918415, + "TN": 61287729, + "TP": 33375, + "n_pred": 35937, + "n_ref": 42189 + }, + "5": { + "Dice": 0.7391247720760614, + "FN": 2897, + "FP": 1109, + "IoU": 0.5861997727507489, + "TN": 61322799, + "TP": 5675, + "n_pred": 6784, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9210365902596409, + "FN": 29807, + "FP": 171886, + "IoU": 0.8536309776077378, + "TN": 59954504, + "TP": 1176283, + "n_pred": 1348169, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.4444555716104665, + "FN": 142093, + "FP": 13235, + "IoU": 0.28572348272341835, + "TN": 61115018, + "TP": 62134, + "n_pred": 75369, + "n_ref": 204227 + }, + "8": { + "Dice": 0.9214146988391022, + "FN": 8914, + "FP": 3589, + "IoU": 0.8542807859956645, + "TN": 61246678, + "TP": 73299, + "n_pred": 76888, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8004337626071117, + "FN": 6907, + "FP": 21250, + "IoU": 0.6672693325770467, + "TN": 61247856, + "TP": 56467, + "n_pred": 77717, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9275554536721684, + "FN": 7213, + "FP": 19333, + "IoU": 0.8648982894716752, + "TN": 148911011, + "TP": 169943, + "n_pred": 189276, + "n_ref": 177156 + }, + "10": { + "Dice": 0.686818497224425, + "FN": 17373, + "FP": 33177, + "IoU": 0.5230187112541164, + "TN": 149001521, + "TP": 55429, + "n_pred": 88606, + "n_ref": 72802 + }, + "11": { + "Dice": 0.7935272429332241, + "FN": 667, + "FP": 341, + "IoU": 0.6577249575551782, + "TN": 149104555, + "TP": 1937, + "n_pred": 2278, + "n_ref": 2604 + }, + "12": { + "Dice": 0.5130687318489835, + "FN": 1302, + "FP": 207, + "IoU": 0.3450520833333333, + "TN": 149105196, + "TP": 795, + "n_pred": 1002, + "n_ref": 2097 + }, + "13": { + "Dice": 0.5668046373854876, + "FN": 41026, + "FP": 25223, + "IoU": 0.3954831645223104, + "TN": 148997910, + "TP": 43341, + "n_pred": 68564, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8707262499738608, + "FN": 9788, + "FP": 14940, + "IoU": 0.7710497564950095, + "TN": 148999494, + "TP": 83278, + "n_pred": 98218, + "n_ref": 93066 + }, + "15": { + "Dice": 0.7307102325871422, + "FN": 8747, + "FP": 12846, + "IoU": 0.5756843325669595, + "TN": 149056611, + "TP": 29296, + "n_pred": 42142, + "n_ref": 38043 + }, + "2": { + "Dice": 0.9695815095884371, + "FN": 3049, + "FP": 6611, + "IoU": 0.9409589585306971, + "TN": 148943885, + "TP": 153955, + "n_pred": 160566, + "n_ref": 157004 + }, + "3": { + "Dice": 0.7982837309720969, + "FN": 16271, + "FP": 5872, + "IoU": 0.6642863640498499, + "TN": 149041542, + "TP": 43815, + "n_pred": 49687, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9211965512543547, + "FN": 2167, + "FP": 1882, + "IoU": 0.8539058271694029, + "TN": 149079785, + "TP": 23666, + "n_pred": 25548, + "n_ref": 25833 + }, + "5": { + "Dice": 0.34399745041798435, + "FN": 26700, + "FP": 59, + "IoU": 0.20772760917838637, + "TN": 149073725, + "TP": 7016, + "n_pred": 7075, + "n_ref": 33716 + }, + "6": { + "Dice": 0.945263450077707, + "FN": 74206, + "FP": 45295, + "IoU": 0.8962081101174967, + "TN": 147956148, + "TP": 1031851, + "n_pred": 1077146, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.3925961629021446, + "FN": 204269, + "FP": 15005, + "IoU": 0.2442423949982422, + "TN": 148817362, + "TP": 70864, + "n_pred": 85869, + "n_ref": 275133 + }, + "8": { + "Dice": 0.9616667810501287, + "FN": 11876, + "FP": 5439, + "IoU": 0.9261639361039803, + "TN": 148872994, + "TP": 217191, + "n_pred": 222630, + "n_ref": 229067 + }, + "9": { + "Dice": 0.7839082166858501, + "FN": 24148, + "FP": 10772, + "IoU": 0.6446127072329252, + "TN": 149009241, + "TP": 63339, + "n_pred": 74111, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3868249868352998, + "FN": 391326, + "FP": 1087, + "IoU": 0.23979108508284724, + "TN": 100196609, + "TP": 123778, + "n_pred": 124865, + "n_ref": 515104 + }, + "10": { + "Dice": 0.08850955118155954, + "FN": 34660, + "FP": 43833, + "IoU": 0.04630394634525661, + "TN": 100630496, + "TP": 3811, + "n_pred": 47644, + "n_ref": 38471 + }, + "11": { + "Dice": 0.6359062814431508, + "FN": 1269, + "FP": 1264, + "IoU": 0.4661749209694415, + "TN": 100708055, + "TP": 2212, + "n_pred": 3476, + "n_ref": 3481 + }, + "12": { + "Dice": 0.5778692743180649, + "FN": 3066, + "FP": 1035, + "IoU": 0.4063404748118124, + "TN": 100705892, + "TP": 2807, + "n_pred": 3842, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0, + "FN": 39155, + "FP": 134, + "IoU": 0.0, + "TN": 100673511, + "TP": 0, + "n_pred": 134, + "n_ref": 39155 + }, + "14": { + "Dice": 0.658836814541085, + "FN": 62879, + "FP": 31382, + "IoU": 0.49124284179903605, + "TN": 100527523, + "TP": 91016, + "n_pred": 122398, + "n_ref": 153895 + }, + "15": { + "Dice": 0.6651761979415173, + "FN": 22075, + "FP": 51608, + "IoU": 0.49832509497937005, + "TN": 100565926, + "TP": 73191, + "n_pred": 124799, + "n_ref": 95266 + }, + "2": { + "Dice": 0.6503046439504991, + "FN": 70123, + "FP": 105216, + "IoU": 0.4818158712895866, + "TN": 100374428, + "TP": 163033, + "n_pred": 268249, + "n_ref": 233156 + }, + "3": { + "Dice": 0.5513411595943241, + "FN": 122477, + "FP": 42664, + "IoU": 0.3805873020040584, + "TN": 100446191, + "TP": 101468, + "n_pred": 144132, + "n_ref": 223945 + }, + "4": { + "Dice": 0.6300597360912982, + "FN": 29385, + "FP": 3809, + "IoU": 0.45991767136883555, + "TN": 100651339, + "TP": 28267, + "n_pred": 32076, + "n_ref": 57652 + }, + "5": { + "Dice": 0.19418114075941045, + "FN": 14701, + "FP": 6, + "IoU": 0.10753079677164877, + "TN": 100696321, + "TP": 1772, + "n_pred": 1778, + "n_ref": 16473 + }, + "6": { + "Dice": 0.5562781605586715, + "FN": 1029158, + "FP": 644220, + "IoU": 0.38530840592806465, + "TN": 97990495, + "TP": 1048927, + "n_pred": 1693147, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.651402592040828, + "FN": 41341, + "FP": 98822, + "IoU": 0.4830222779580997, + "TN": 100441680, + "TP": 130957, + "n_pred": 229779, + "n_ref": 172298 + }, + "8": { + "Dice": 0.8827486225390154, + "FN": 3704, + "FP": 23471, + "IoU": 0.790107437186706, + "TN": 100583329, + "TP": 102296, + "n_pred": 125767, + "n_ref": 106000 + }, + "9": { + "Dice": 0.6419958682912433, + "FN": 40945, + "FP": 26987, + "IoU": 0.4727495692398441, + "TN": 100583958, + "TP": 60910, + "n_pred": 87897, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9075871903036065, + "FN": 1456, + "FP": 14098, + "IoU": 0.8308097289300788, + "TN": 78858768, + "TP": 76378, + "n_pred": 90476, + "n_ref": 77834 + }, + "10": { + "Dice": 0.4941575113967827, + "FN": 24798, + "FP": 4163, + "IoU": 0.3281601596028487, + "TN": 78907593, + "TP": 14146, + "n_pred": 18309, + "n_ref": 38944 + }, + "11": { + "Dice": 0.6251074806534824, + "FN": 641, + "FP": 231, + "IoU": 0.4546591619762351, + "TN": 78949101, + "TP": 727, + "n_pred": 958, + "n_ref": 1368 + }, + "12": { + "Dice": 0.21909424724602203, + "FN": 2202, + "FP": 350, + "IoU": 0.12302405498281786, + "TN": 78947790, + "TP": 358, + "n_pred": 708, + "n_ref": 2560 + }, + "13": { + "Dice": 0.3644666941829656, + "FN": 45718, + "FP": 2015, + "IoU": 0.2228427222403126, + "TN": 78889280, + "TP": 13687, + "n_pred": 15702, + "n_ref": 59405 + }, + "14": { + "Dice": 0.45788800396154006, + "FN": 10625, + "FP": 28786, + "IoU": 0.2969226652394969, + "TN": 78894645, + "TP": 16644, + "n_pred": 45430, + "n_ref": 27269 + }, + "15": { + "Dice": 0.8751578617453748, + "FN": 11650, + "FP": 1893, + "IoU": 0.7780272733232807, + "TN": 78889688, + "TP": 47469, + "n_pred": 49362, + "n_ref": 59119 + }, + "2": { + "Dice": 0.8892710141604708, + "FN": 18670, + "FP": 1614, + "IoU": 0.8006192559099622, + "TN": 78848965, + "TP": 81451, + "n_pred": 83065, + "n_ref": 100121 + }, + "3": { + "Dice": 0.9542144333771847, + "FN": 3439, + "FP": 4357, + "IoU": 0.9124379450546982, + "TN": 78861666, + "TP": 81238, + "n_pred": 85595, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8914400356665181, + "FN": 1132, + "FP": 2764, + "IoU": 0.8041423687914739, + "TN": 78930808, + "TP": 15996, + "n_pred": 18760, + "n_ref": 17128 + }, + "5": { + "Dice": 0.40225589454372496, + "FN": 25918, + "FP": 473, + "IoU": 0.2517649060134388, + "TN": 78915429, + "TP": 8880, + "n_pred": 9353, + "n_ref": 34798 + }, + "6": { + "Dice": 0.8994825936819015, + "FN": 113322, + "FP": 19385, + "IoU": 0.8173270032059002, + "TN": 78224227, + "TP": 593766, + "n_pred": 613151, + "n_ref": 707088 + }, + "7": { + "Dice": 0.33967295950593024, + "FN": 573493, + "FP": 456, + "IoU": 0.20458195959083608, + "TN": 78229131, + "TP": 147620, + "n_pred": 148076, + "n_ref": 721113 + }, + "8": { + "Dice": 0.8245815774896753, + "FN": 95906, + "FP": 4166, + "IoU": 0.7015217404272327, + "TN": 78615426, + "TP": 235202, + "n_pred": 239368, + "n_ref": 331108 + }, + "9": { + "Dice": 0.5655526408430711, + "FN": 32147, + "FP": 6110, + "IoU": 0.3942651762247063, + "TN": 78887542, + "TP": 24901, + "n_pred": 31011, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.837822266614554, + "FN": 3507, + "FP": 52510, + "IoU": 0.7209071749929002, + "TN": 104803729, + "TP": 144694, + "n_pred": 197204, + "n_ref": 148201 + }, + "10": { + "Dice": 0.6138025661579923, + "FN": 24829, + "FP": 53700, + "IoU": 0.44279591865696, + "TN": 104863506, + "TP": 62405, + "n_pred": 116105, + "n_ref": 87234 + }, + "11": { + "Dice": 0.7472558010282062, + "FN": 1642, + "FP": 177, + "IoU": 0.5964951197870453, + "TN": 104999932, + "TP": 2689, + "n_pred": 2866, + "n_ref": 4331 + }, + "12": { + "Dice": 0.6691106906338694, + "FN": 2004, + "FP": 794, + "IoU": 0.502754576150702, + "TN": 104998813, + "TP": 2829, + "n_pred": 3623, + "n_ref": 4833 + }, + "13": { + "Dice": 0.6729943900045408, + "FN": 31872, + "FP": 12778, + "IoU": 0.5071526336703607, + "TN": 104913844, + "TP": 45946, + "n_pred": 58724, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9234054946121736, + "FN": 3498, + "FP": 7548, + "IoU": 0.8577096483318305, + "TN": 104926810, + "TP": 66584, + "n_pred": 74132, + "n_ref": 70082 + }, + "15": { + "Dice": 0.609784799339925, + "FN": 1819, + "FP": 27030, + "IoU": 0.43862619186612184, + "TN": 104953050, + "TP": 22541, + "n_pred": 49571, + "n_ref": 24360 + }, + "2": { + "Dice": 0.8086521700738784, + "FN": 47118, + "FP": 11391, + "IoU": 0.6787708423693731, + "TN": 104822299, + "TP": 123632, + "n_pred": 135023, + "n_ref": 170750 + }, + "3": { + "Dice": 0.8608644678540025, + "FN": 3750, + "FP": 44670, + "IoU": 0.7557173343827095, + "TN": 104806227, + "TP": 149793, + "n_pred": 194463, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 8629, + "IoU": 0.0, + "TN": 104995811, + "TP": 0, + "n_pred": 8629, + "n_ref": 0 + }, + "5": { + "Dice": 0.7489879992835393, + "FN": 9172, + "FP": 4842, + "IoU": 0.5987056869595098, + "TN": 104969518, + "TP": 20908, + "n_pred": 25750, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9274720780060156, + "FN": 34056, + "FP": 153907, + "IoU": 0.8647533168942688, + "TN": 103614661, + "TP": 1201816, + "n_pred": 1355723, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.7463801983421111, + "FN": 69596, + "FP": 39477, + "IoU": 0.5953800325705108, + "TN": 104734871, + "TP": 160496, + "n_pred": 199973, + "n_ref": 230092 + }, + "8": { + "Dice": 0.9516323913285525, + "FN": 20026, + "FP": 15161, + "IoU": 0.9077277697796449, + "TN": 104623101, + "TP": 346152, + "n_pred": 361313, + "n_ref": 366178 + }, + "9": { + "Dice": 0.8506921518817355, + "FN": 17537, + "FP": 9147, + "IoU": 0.7401777976845405, + "TN": 104901739, + "TP": 76017, + "n_pred": 85164, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8368773374906674, + "FN": 55509, + "FP": 85850, + "IoU": 0.7195090977637558, + "TN": 177172318, + "TP": 362611, + "n_pred": 448461, + "n_ref": 418120 + }, + "10": { + "Dice": 0.4441934987130884, + "FN": 41673, + "FP": 34124, + "IoU": 0.2855069048404581, + "TN": 177570203, + "TP": 30288, + "n_pred": 64412, + "n_ref": 71961 + }, + "11": { + "Dice": 0.779702070970086, + "FN": 1524, + "FP": 295, + "IoU": 0.6389440254069075, + "TN": 177671250, + "TP": 3219, + "n_pred": 3514, + "n_ref": 4743 + }, + "12": { + "Dice": 0.7422024188415022, + "FN": 1700, + "FP": 730, + "IoU": 0.590080971659919, + "TN": 177670360, + "TP": 3498, + "n_pred": 4228, + "n_ref": 5198 + }, + "13": { + "Dice": 0.8017791732077446, + "FN": 15795, + "FP": 14509, + "IoU": 0.6691414097301074, + "TN": 177584696, + "TP": 61288, + "n_pred": 75797, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9222944371361215, + "FN": 5434, + "FP": 6498, + "IoU": 0.8557944478687018, + "TN": 177593545, + "TP": 70811, + "n_pred": 77309, + "n_ref": 76245 + }, + "15": { + "Dice": 0.26588800025017395, + "FN": 6164, + "FP": 87737, + "IoU": 0.15332804356842733, + "TN": 177565382, + "TP": 17005, + "n_pred": 104742, + "n_ref": 23169 + }, + "2": { + "Dice": 0.8516239263772297, + "FN": 47888, + "FP": 10122, + "IoU": 0.7415897508998254, + "TN": 177451800, + "TP": 166478, + "n_pred": 176600, + "n_ref": 214366 + }, + "3": { + "Dice": 0.8723212604285075, + "FN": 14812, + "FP": 41461, + "IoU": 0.7735547632652733, + "TN": 177427782, + "TP": 192233, + "n_pred": 233694, + "n_ref": 207045 + }, + "4": { + "Dice": 0.8072470099939927, + "FN": 4870, + "FP": 9248, + "IoU": 0.6767931137107667, + "TN": 177632607, + "TP": 29563, + "n_pred": 38811, + "n_ref": 34433 + }, + "5": { + "Dice": 0.5890229897510346, + "FN": 17589, + "FP": 1378, + "IoU": 0.41745753862219354, + "TN": 177643729, + "TP": 13592, + "n_pred": 14970, + "n_ref": 31181 + }, + "6": { + "Dice": 0.8815930032708171, + "FN": 257766, + "FP": 158003, + "IoU": 0.7882577682802988, + "TN": 175712726, + "TP": 1547793, + "n_pred": 1705796, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.7182659586215204, + "FN": 81981, + "FP": 142543, + "IoU": 0.5603861139936953, + "TN": 177165558, + "TP": 286206, + "n_pred": 428749, + "n_ref": 368187 + }, + "8": { + "Dice": 0.8542134800244485, + "FN": 7279, + "FP": 58314, + "IoU": 0.7455258594268289, + "TN": 177418529, + "TP": 192166, + "n_pred": 250480, + "n_ref": 199445 + }, + "9": { + "Dice": 0.8594726827942376, + "FN": 22973, + "FP": 13734, + "IoU": 0.7535748331744518, + "TN": 177527330, + "TP": 112251, + "n_pred": 125985, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9448530308739532, + "FN": 12790, + "FP": 7553, + "IoU": 0.8954705444081905, + "TN": 193810920, + "TP": 174272, + "n_pred": 181825, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8117596061153057, + "FN": 24312, + "FP": 4783, + "IoU": 0.6831610929009354, + "TN": 193913706, + "TP": 62734, + "n_pred": 67517, + "n_ref": 87046 + }, + "11": { + "Dice": 0.8093412338794005, + "FN": 790, + "FP": 304, + "IoU": 0.6797423887587822, + "TN": 194002119, + "TP": 2322, + "n_pred": 2626, + "n_ref": 3112 + }, + "12": { + "Dice": 0.7925144809148967, + "FN": 1282, + "FP": 115, + "IoU": 0.6563345633456334, + "TN": 194001470, + "TP": 2668, + "n_pred": 2783, + "n_ref": 3950 + }, + "13": { + "Dice": 0.7213833708873982, + "FN": 25097, + "FP": 7176, + "IoU": 0.5641905122007211, + "TN": 193931482, + "TP": 41780, + "n_pred": 48956, + "n_ref": 66877 + }, + "14": { + "Dice": 0.9049855778136495, + "FN": 7505, + "FP": 6857, + "IoU": 0.8264599620585072, + "TN": 193922776, + "TP": 68397, + "n_pred": 75254, + "n_ref": 75902 + }, + "15": { + "Dice": 0.7392593162919618, + "FN": 1763, + "FP": 11783, + "IoU": 0.586369049436624, + "TN": 193972786, + "TP": 19203, + "n_pred": 30986, + "n_ref": 20966 + }, + "2": { + "Dice": 0.9084473459737922, + "FN": 3643, + "FP": 23619, + "IoU": 0.8322524274234239, + "TN": 193843017, + "TP": 135256, + "n_pred": 158875, + "n_ref": 138899 + }, + "3": { + "Dice": 0.8765996644405698, + "FN": 27971, + "FP": 2037, + "IoU": 0.7803092421225255, + "TN": 193868943, + "TP": 106584, + "n_pred": 108621, + "n_ref": 134555 + }, + "4": { + "Dice": 0.8930276765710924, + "FN": 1298, + "FP": 3429, + "IoU": 0.806729904325783, + "TN": 193981077, + "TP": 19731, + "n_pred": 23160, + "n_ref": 21029 + }, + "5": { + "Dice": 0.5554013585567161, + "FN": 15864, + "FP": 2397, + "IoU": 0.38446759025179494, + "TN": 193975868, + "TP": 11406, + "n_pred": 13803, + "n_ref": 27270 + }, + "6": { + "Dice": 0.8633451040876204, + "FN": 124610, + "FP": 274454, + "IoU": 0.7595490128027148, + "TN": 192345887, + "TP": 1260584, + "n_pred": 1535038, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.4831787009039167, + "FN": 216748, + "FP": 8353, + "IoU": 0.31854688564292744, + "TN": 193675210, + "TP": 105224, + "n_pred": 113577, + "n_ref": 321972 + }, + "8": { + "Dice": 0.958587918664048, + "FN": 12739, + "FP": 7018, + "IoU": 0.9204693663956203, + "TN": 193757115, + "TP": 228663, + "n_pred": 235681, + "n_ref": 241402 + }, + "9": { + "Dice": 0.7425850424823379, + "FN": 38767, + "FP": 2588, + "IoU": 0.590564823523588, + "TN": 193904530, + "TP": 59650, + "n_pred": 62238, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9416915489650082, + "FN": 2177, + "FP": 11727, + "IoU": 0.8898082104929466, + "TN": 99529620, + "TP": 112276, + "n_pred": 124003, + "n_ref": 114453 + }, + "10": { + "Dice": 0.7723219376468173, + "FN": 20889, + "FP": 9060, + "IoU": 0.6290915846182427, + "TN": 99575055, + "TP": 50796, + "n_pred": 59856, + "n_ref": 71685 + }, + "11": { + "Dice": 0.8287520211671322, + "FN": 823, + "FP": 342, + "IoU": 0.7075803212851406, + "TN": 99651816, + "TP": 2819, + "n_pred": 3161, + "n_ref": 3642 + }, + "12": { + "Dice": 0.7273689782953944, + "FN": 1507, + "FP": 38, + "IoU": 0.5715474209650583, + "TN": 99652194, + "TP": 2061, + "n_pred": 2099, + "n_ref": 3568 + }, + "13": { + "Dice": 0.7067351725678543, + "FN": 13794, + "FP": 12462, + "IoU": 0.5464736669372808, + "TN": 99597907, + "TP": 31637, + "n_pred": 44099, + "n_ref": 45431 + }, + "14": { + "Dice": 0.5948560728447643, + "FN": 21737, + "FP": 22401, + "IoU": 0.42334173841470585, + "TN": 99579259, + "TP": 32403, + "n_pred": 54804, + "n_ref": 54140 + }, + "15": { + "Dice": 0.5025040986367821, + "FN": 15572, + "FP": 28732, + "IoU": 0.33556292085964096, + "TN": 99589121, + "TP": 22375, + "n_pred": 51107, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9224335638102871, + "FN": 6557, + "FP": 11639, + "IoU": 0.8560340530575753, + "TN": 99529409, + "TP": 108195, + "n_pred": 119834, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9635188337728083, + "FN": 5235, + "FP": 3744, + "IoU": 0.9296057325190313, + "TN": 99528247, + "TP": 118574, + "n_pred": 122318, + "n_ref": 123809 + }, + "4": { + "Dice": 0.8102802070319471, + "FN": 3016, + "FP": 4425, + "IoU": 0.6810681068106811, + "TN": 99632469, + "TP": 15890, + "n_pred": 20315, + "n_ref": 18906 + }, + "5": { + "Dice": 0.8891334250343879, + "FN": 502, + "FP": 1110, + "IoU": 0.8003962357602774, + "TN": 99647724, + "TP": 6464, + "n_pred": 7574, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9602804400500133, + "FN": 49628, + "FP": 58285, + "IoU": 0.9235956281289981, + "TN": 98243407, + "TP": 1304480, + "n_pred": 1362765, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.8342749930708057, + "FN": 30018, + "FP": 24393, + "IoU": 0.7156704952812935, + "TN": 99464434, + "TP": 136955, + "n_pred": 161348, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9605898163883831, + "FN": 5680, + "FP": 2135, + "IoU": 0.9241681787748528, + "TN": 99552743, + "TP": 95242, + "n_pred": 97377, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9006437803038903, + "FN": 12224, + "FP": 6157, + "IoU": 0.8192465409918281, + "TN": 99554109, + "TP": 83310, + "n_pred": 89467, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8497937338015857, + "FN": 114443, + "FP": 3091, + "IoU": 0.7388185569621941, + "TN": 62633511, + "TP": 332475, + "n_pred": 335566, + "n_ref": 446918 + }, + "10": { + "Dice": 0.831710395498551, + "FN": 11868, + "FP": 11999, + "IoU": 0.7119043020617063, + "TN": 63000676, + "TP": 58977, + "n_pred": 70976, + "n_ref": 70845 + }, + "11": { + "Dice": 0.7956681000159261, + "FN": 1047, + "FP": 236, + "IoU": 0.6606717799523936, + "TN": 63079739, + "TP": 2498, + "n_pred": 2734, + "n_ref": 3545 + }, + "12": { + "Dice": 0.8297455968688845, + "FN": 958, + "FP": 86, + "IoU": 0.7090301003344481, + "TN": 63079932, + "TP": 2544, + "n_pred": 2630, + "n_ref": 3502 + }, + "13": { + "Dice": 0.6037529704187267, + "FN": 23551, + "FP": 5463, + "IoU": 0.43241128369654525, + "TN": 63032402, + "TP": 22104, + "n_pred": 27567, + "n_ref": 45655 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9086859354703463, + "FN": 2602, + "FP": 21791, + "IoU": 0.8326530052208037, + "TN": 62937757, + "TP": 121370, + "n_pred": 143161, + "n_ref": 123972 + }, + "3": { + "Dice": 0.8486330647513186, + "FN": 25742, + "FP": 10590, + "IoU": 0.7370656901555229, + "TN": 62945341, + "TP": 101847, + "n_pred": 112437, + "n_ref": 127589 + }, + "4": { + "Dice": 0.30112462703695203, + "FN": 14749, + "FP": 476, + "IoU": 0.17724939205620102, + "TN": 63065015, + "TP": 3280, + "n_pred": 3756, + "n_ref": 18029 + }, + "5": { + "Dice": 0.5982440670168309, + "FN": 9152, + "FP": 1327, + "IoU": 0.426781904709808, + "TN": 63065239, + "TP": 7802, + "n_pred": 9129, + "n_ref": 16954 + }, + "6": { + "Dice": 0.852193526703159, + "FN": 195327, + "FP": 128782, + "IoU": 0.7424540168826597, + "TN": 61825069, + "TP": 934342, + "n_pred": 1063124, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.30406399010658414, + "FN": 118301, + "FP": 57276, + "IoU": 0.1792897776406632, + "TN": 62869587, + "TP": 38356, + "n_pred": 95632, + "n_ref": 156657 + }, + "8": { + "Dice": 0.9419227398556067, + "FN": 10390, + "FP": 2135, + "IoU": 0.8902211353895506, + "TN": 62969427, + "TP": 101568, + "n_pred": 103703, + "n_ref": 111958 + }, + "9": { + "Dice": 0.8758383390680585, + "FN": 5344, + "FP": 5301, + "IoU": 0.7791035484540361, + "TN": 63035330, + "TP": 37545, + "n_pred": 42846, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9358980157525085, + "FN": 22794, + "FP": 16890, + "IoU": 0.8795190964843038, + "TN": 109279438, + "TP": 289696, + "n_pred": 306586, + "n_ref": 312490 + }, + "10": { + "Dice": 0.43757628014014294, + "FN": 51896, + "FP": 40729, + "IoU": 0.2800624917416075, + "TN": 109480161, + "TP": 36032, + "n_pred": 76761, + "n_ref": 87928 + }, + "11": { + "Dice": 0.7844026297891634, + "FN": 1006, + "FP": 896, + "IoU": 0.6452816113390526, + "TN": 109603456, + "TP": 3460, + "n_pred": 4356, + "n_ref": 4466 + }, + "12": { + "Dice": 0.6350882486046161, + "FN": 1976, + "FP": 443, + "IoU": 0.46529619805481875, + "TN": 109604294, + "TP": 2105, + "n_pred": 2548, + "n_ref": 4081 + }, + "13": { + "Dice": 0.1568935427574171, + "FN": 72688, + "FP": 14270, + "IoU": 0.08512451472398447, + "TN": 109513769, + "TP": 8091, + "n_pred": 22361, + "n_ref": 80779 + }, + "14": { + "Dice": 0.54786514278662, + "FN": 34767, + "FP": 67812, + "IoU": 0.3772825506289155, + "TN": 109444090, + "TP": 62149, + "n_pred": 129961, + "n_ref": 96916 + }, + "15": { + "Dice": 0.6413988212878785, + "FN": 31332, + "FP": 49411, + "IoU": 0.4721023589099848, + "TN": 109455866, + "TP": 72209, + "n_pred": 121620, + "n_ref": 103541 + }, + "2": { + "Dice": 0.7710863134795174, + "FN": 77726, + "FP": 3222, + "IoU": 0.6274535973822158, + "TN": 109391535, + "TP": 136335, + "n_pred": 139557, + "n_ref": 214061 + }, + "3": { + "Dice": 0.8515031941838735, + "FN": 14896, + "FP": 65601, + "IoU": 0.7414066716352702, + "TN": 109297530, + "TP": 230791, + "n_pred": 296392, + "n_ref": 245687 + }, + "4": { + "Dice": 0.5539138490041686, + "FN": 26372, + "FP": 12152, + "IoU": 0.3830434643349028, + "TN": 109546376, + "TP": 23918, + "n_pred": 36070, + "n_ref": 50290 + }, + "5": { + "Dice": 0.5765129211645404, + "FN": 6146, + "FP": 327, + "IoU": 0.4050004596010663, + "TN": 109597939, + "TP": 4406, + "n_pred": 4733, + "n_ref": 10552 + }, + "6": { + "Dice": 0.8496668233647362, + "FN": 41290, + "FP": 386594, + "IoU": 0.7386267219120118, + "TN": 107971757, + "TP": 1209177, + "n_pred": 1595771, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.5978223469757334, + "FN": 669780, + "FP": 40884, + "IoU": 0.4263527846748441, + "TN": 108369966, + "TP": 528188, + "n_pred": 569072, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9456852593424147, + "FN": 4756, + "FP": 4969, + "IoU": 0.8969667433015139, + "TN": 109514431, + "TP": 84662, + "n_pred": 89631, + "n_ref": 89418 + }, + "9": { + "Dice": 0.527808691781203, + "FN": 17260, + "FP": 50626, + "IoU": 0.35851909248112485, + "TN": 109502991, + "TP": 37941, + "n_pred": 88567, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.6635415214461639, + "FN": 1661, + "FP": 56261, + "IoU": 0.4964924328694246, + "TN": 66952315, + "TP": 57115, + "n_pred": 113376, + "n_ref": 58776 + }, + "10": { + "Dice": 0.4580167440551569, + "FN": 52755, + "FP": 8875, + "IoU": 0.2970309452384483, + "TN": 66979681, + "TP": 26041, + "n_pred": 34916, + "n_ref": 78796 + }, + "11": { + "Dice": 0.4896403905691831, + "FN": 2098, + "FP": 45, + "IoU": 0.32418795332702616, + "TN": 67064181, + "TP": 1028, + "n_pred": 1073, + "n_ref": 3126 + }, + "12": { + "Dice": 0.7074144816808474, + "FN": 1274, + "FP": 411, + "IoU": 0.5472864051585169, + "TN": 67063630, + "TP": 2037, + "n_pred": 2448, + "n_ref": 3311 + }, + "13": { + "Dice": 0.18081291093843396, + "FN": 33976, + "FP": 4398, + "IoU": 0.09939214719894858, + "TN": 67024743, + "TP": 4235, + "n_pred": 8633, + "n_ref": 38211 + }, + "14": { + "Dice": 0.7949349828491077, + "FN": 19509, + "FP": 9366, + "IoU": 0.6596614884137574, + "TN": 66982510, + "TP": 55967, + "n_pred": 65333, + "n_ref": 75476 + }, + "15": { + "Dice": 0.4694440450201963, + "FN": 13406, + "FP": 27181, + "IoU": 0.3067147225116581, + "TN": 67008809, + "TP": 17956, + "n_pred": 45137, + "n_ref": 31362 + }, + "2": { + "Dice": 0.8681613969396503, + "FN": 2751, + "FP": 40768, + "IoU": 0.767036390694089, + "TN": 66880546, + "TP": 143287, + "n_pred": 184055, + "n_ref": 146038 + }, + "3": { + "Dice": 0.8355412809911443, + "FN": 43563, + "FP": 2419, + "IoU": 0.7175361971631989, + "TN": 66904563, + "TP": 116807, + "n_pred": 119226, + "n_ref": 160370 + }, + "4": { + "Dice": 0.016246259085079092, + "FN": 12925, + "FP": 881, + "IoU": 0.008189655172413794, + "TN": 67053432, + "TP": 114, + "n_pred": 995, + "n_ref": 13039 + }, + "5": { + "Dice": 0.7467520241009226, + "FN": 2972, + "FP": 1063, + "IoU": 0.5958533653846154, + "TN": 67057368, + "TP": 5949, + "n_pred": 7012, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9204505932189824, + "FN": 131085, + "FP": 32910, + "IoU": 0.8526247964542601, + "TN": 65954580, + "TP": 948777, + "n_pred": 981687, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.37341073091377, + "FN": 267598, + "FP": 14349, + "IoU": 0.22956670009481936, + "TN": 66701393, + "TP": 84012, + "n_pred": 98361, + "n_ref": 351610 + }, + "8": { + "Dice": 0.9391192460616459, + "FN": 4699, + "FP": 5805, + "IoU": 0.885226018640938, + "TN": 66975833, + "TP": 81015, + "n_pred": 86820, + "n_ref": 85714 + }, + "9": { + "Dice": 0.9087014972585407, + "FN": 8399, + "FP": 5455, + "IoU": 0.8326791386369401, + "TN": 66984553, + "TP": 68945, + "n_pred": 74400, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8292900480362734, + "FN": 46336, + "FP": 8783, + "IoU": 0.7083650793650794, + "TN": 74330280, + "TP": 133881, + "n_pred": 142664, + "n_ref": 180217 + }, + "10": { + "Dice": 0.7050765273438655, + "FN": 20378, + "FP": 9547, + "IoU": 0.5444928153921091, + "TN": 74453584, + "TP": 35771, + "n_pred": 45318, + "n_ref": 56149 + }, + "11": { + "Dice": 0.6703943496174221, + "FN": 1109, + "FP": 1131, + "IoU": 0.5042054006197433, + "TN": 74514762, + "TP": 2278, + "n_pred": 3409, + "n_ref": 3387 + }, + "12": { + "Dice": 0.6600481347773767, + "FN": 1104, + "FP": 26, + "IoU": 0.49259092950157163, + "TN": 74517053, + "TP": 1097, + "n_pred": 1123, + "n_ref": 2201 + }, + "13": { + "Dice": 0.3314209472981988, + "FN": 27986, + "FP": 32146, + "IoU": 0.1986246601631217, + "TN": 74444244, + "TP": 14904, + "n_pred": 47050, + "n_ref": 42890 + }, + "14": { + "Dice": 0.7264568831617098, + "FN": 6669, + "FP": 12351, + "IoU": 0.5704218989971994, + "TN": 74475004, + "TP": 25256, + "n_pred": 37607, + "n_ref": 31925 + }, + "15": { + "Dice": 0.7315774517282123, + "FN": 5902, + "FP": 12045, + "IoU": 0.5767616262616734, + "TN": 74476876, + "TP": 24457, + "n_pred": 36502, + "n_ref": 30359 + }, + "2": { + "Dice": 0.8887477702006261, + "FN": 1655, + "FP": 33208, + "IoU": 0.799771416756645, + "TN": 74345164, + "TP": 139253, + "n_pred": 172461, + "n_ref": 140908 + }, + "3": { + "Dice": 0.8575840027641012, + "FN": 36502, + "FP": 3068, + "IoU": 0.7506757650794851, + "TN": 74360571, + "TP": 119139, + "n_pred": 122207, + "n_ref": 155641 + }, + "4": { + "Dice": 0.6548269148582554, + "FN": 6383, + "FP": 886, + "IoU": 0.4867975148263202, + "TN": 74505116, + "TP": 6895, + "n_pred": 7781, + "n_ref": 13278 + }, + "5": { + "Dice": 0.5899135787853675, + "FN": 5171, + "FP": 1757, + "IoU": 0.41835278314163377, + "TN": 74507369, + "TP": 4983, + "n_pred": 6740, + "n_ref": 10154 + }, + "6": { + "Dice": 0.961092020768725, + "FN": 79944, + "FP": 43610, + "IoU": 0.9250983147514866, + "TN": 72869731, + "TP": 1525995, + "n_pred": 1569605, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.04763238348619571, + "FN": 163109, + "FP": 123, + "IoU": 0.02439724111550737, + "TN": 74351966, + "TP": 4082, + "n_pred": 4205, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9688346778862855, + "FN": 1630, + "FP": 2407, + "IoU": 0.9395531997724074, + "TN": 74452494, + "TP": 62749, + "n_pred": 65156, + "n_ref": 64379 + }, + "9": { + "Dice": 0.8862242149349182, + "FN": 16364, + "FP": 3277, + "IoU": 0.7956935559369637, + "TN": 74423145, + "TP": 76494, + "n_pred": 79771, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9030508041868777, + "FN": 14092, + "FP": 43630, + "IoU": 0.8232384942107407, + "TN": 65724627, + "TP": 268831, + "n_pred": 312461, + "n_ref": 282923 + }, + "10": { + "Dice": 0.4394262468070242, + "FN": 53342, + "FP": 23687, + "IoU": 0.2815799291177019, + "TN": 65943960, + "TP": 30191, + "n_pred": 53878, + "n_ref": 83533 + }, + "11": { + "Dice": 0.6143768894860598, + "FN": 1808, + "FP": 488, + "IoU": 0.4433939393939394, + "TN": 66047055, + "TP": 1829, + "n_pred": 2317, + "n_ref": 3637 + }, + "12": { + "Dice": 0.7139016289735884, + "FN": 769, + "FP": 1040, + "IoU": 0.5550909985243483, + "TN": 66047114, + "TP": 2257, + "n_pred": 3297, + "n_ref": 3026 + }, + "13": { + "Dice": 0.6701887333707852, + "FN": 19591, + "FP": 8002, + "IoU": 0.5039728194434457, + "TN": 65995552, + "TP": 28035, + "n_pred": 36037, + "n_ref": 47626 + }, + "14": { + "Dice": 0.7775152534363664, + "FN": 2726, + "FP": 29290, + "IoU": 0.6360122329721802, + "TN": 65963221, + "TP": 55943, + "n_pred": 85233, + "n_ref": 58669 + }, + "15": { + "Dice": 0.6571984227523329, + "FN": 6179, + "FP": 13034, + "IoU": 0.4894233324475153, + "TN": 66013550, + "TP": 18417, + "n_pred": 31451, + "n_ref": 24596 + }, + "2": { + "Dice": 0.8984396078784064, + "FN": 24072, + "FP": 3030, + "IoU": 0.8156063111056682, + "TN": 65904201, + "TP": 119877, + "n_pred": 122907, + "n_ref": 143949 + }, + "3": { + "Dice": 0.9187092940049242, + "FN": 5330, + "FP": 21480, + "IoU": 0.8496413489094652, + "TN": 65872873, + "TP": 151497, + "n_pred": 172977, + "n_ref": 156827 + }, + "4": { + "Dice": 0.8739798035689583, + "FN": 4256, + "FP": 3032, + "IoU": 0.7761670761670761, + "TN": 66018620, + "TP": 25272, + "n_pred": 28304, + "n_ref": 29528 + }, + "5": { + "Dice": 0.9158273756718677, + "FN": 1204, + "FP": 409, + "IoU": 0.8447246823257605, + "TN": 66040792, + "TP": 8775, + "n_pred": 9184, + "n_ref": 9979 + }, + "6": { + "Dice": 0.9624624113364783, + "FN": 34157, + "FP": 43013, + "IoU": 0.9276410048683155, + "TN": 64984692, + "TP": 989318, + "n_pred": 1032331, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.6889293454007035, + "FN": 461692, + "FP": 3237, + "IoU": 0.525470799749737, + "TN": 65071411, + "TP": 514840, + "n_pred": 518077, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9516767532491519, + "FN": 4009, + "FP": 3840, + "IoU": 0.9078084991425686, + "TN": 65966042, + "TP": 77289, + "n_pred": 81129, + "n_ref": 81298 + }, + "9": { + "Dice": 0.8883610811795237, + "FN": 11550, + "FP": 3162, + "IoU": 0.7991453574890439, + "TN": 65977933, + "TP": 58535, + "n_pred": 61697, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9728687849396198, + "FN": 4244, + "FP": 4089, + "IoU": 0.9471708878815736, + "TN": 113314805, + "TP": 149402, + "n_pred": 153491, + "n_ref": 153646 + }, + "10": { + "Dice": 0.7902914242770062, + "FN": 9584, + "FP": 28087, + "IoU": 0.6532907512908065, + "TN": 113363887, + "TP": 70982, + "n_pred": 99069, + "n_ref": 80566 + }, + "11": { + "Dice": 0.6286167261196988, + "FN": 1644, + "FP": 230, + "IoU": 0.45838150289017343, + "TN": 113469080, + "TP": 1586, + "n_pred": 1816, + "n_ref": 3230 + }, + "12": { + "Dice": 0.8289693593314763, + "FN": 1107, + "FP": 121, + "IoU": 0.7078972407231209, + "TN": 113468336, + "TP": 2976, + "n_pred": 3097, + "n_ref": 4083 + }, + "13": { + "Dice": 0.6071067640874929, + "FN": 24612, + "FP": 43034, + "IoU": 0.43586022850471184, + "TN": 113352630, + "TP": 52264, + "n_pred": 95298, + "n_ref": 76876 + }, + "14": { + "Dice": 0.8753598373808911, + "FN": 47849, + "FP": 13590, + "IoU": 0.778346591626531, + "TN": 113195355, + "TP": 215746, + "n_pred": 229336, + "n_ref": 263595 + }, + "15": { + "Dice": 0.6147102972080456, + "FN": 6526, + "FP": 12725, + "IoU": 0.44374133148404993, + "TN": 113437932, + "TP": 15357, + "n_pred": 28082, + "n_ref": 21883 + }, + "2": { + "Dice": 0.9730065524991295, + "FN": 4135, + "FP": 2687, + "IoU": 0.9474320940088615, + "TN": 113342765, + "TP": 122953, + "n_pred": 125640, + "n_ref": 127088 + }, + "3": { + "Dice": 0.9653389079888003, + "FN": 5318, + "FP": 2939, + "IoU": 0.933000105486088, + "TN": 113349301, + "TP": 114982, + "n_pred": 117921, + "n_ref": 120300 + }, + "4": { + "Dice": 0.7730978652300423, + "FN": 4257, + "FP": 11495, + "IoU": 0.6301218681757343, + "TN": 113429953, + "TP": 26835, + "n_pred": 38330, + "n_ref": 31092 + }, + "5": { + "Dice": 0.6133931456594879, + "FN": 16691, + "FP": 3648, + "IoU": 0.44236990733124965, + "TN": 113436066, + "TP": 16135, + "n_pred": 19783, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9496670935492351, + "FN": 70600, + "FP": 43142, + "IoU": 0.9041581842449409, + "TN": 112285772, + "TP": 1073026, + "n_pred": 1116168, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.598857724676647, + "FN": 123918, + "FP": 2155, + "IoU": 0.4274067917467152, + "TN": 113252361, + "TP": 94106, + "n_pred": 96261, + "n_ref": 218024 + }, + "8": { + "Dice": 0.945554407922717, + "FN": 20038, + "FP": 2365, + "IoU": 0.8967313392243903, + "TN": 113255601, + "TP": 194536, + "n_pred": 196901, + "n_ref": 214574 + }, + "9": { + "Dice": 0.8587883936808418, + "FN": 23855, + "FP": 3238, + "IoU": 0.7525233610712753, + "TN": 113363063, + "TP": 82384, + "n_pred": 85622, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.766227714938848, + "FN": 4677, + "FP": 70078, + "IoU": 0.6210446807863494, + "TN": 74999462, + "TP": 122511, + "n_pred": 192589, + "n_ref": 127188 + }, + "10": { + "Dice": 0.5688752949913762, + "FN": 41840, + "FP": 46397, + "IoU": 0.3975022532980089, + "TN": 75050276, + "TP": 58215, + "n_pred": 104612, + "n_ref": 100055 + }, + "11": { + "Dice": 0.739251040221914, + "FN": 1412, + "FP": 92, + "IoU": 0.5863586358635864, + "TN": 75193092, + "TP": 2132, + "n_pred": 2224, + "n_ref": 3544 + }, + "12": { + "Dice": 0.5366269165247018, + "FN": 1846, + "FP": 330, + "IoU": 0.36670547147846333, + "TN": 75193292, + "TP": 1260, + "n_pred": 1590, + "n_ref": 3106 + }, + "13": { + "Dice": 0.5985194409851944, + "FN": 20656, + "FP": 25768, + "IoU": 0.42706225008638987, + "TN": 75115700, + "TP": 34604, + "n_pred": 60372, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9225309779130874, + "FN": 14121, + "FP": 5854, + "IoU": 0.8562018573176877, + "TN": 75057818, + "TP": 118935, + "n_pred": 124789, + "n_ref": 133056 + }, + "15": { + "Dice": 0.5183222958057395, + "FN": 39766, + "FP": 23512, + "IoU": 0.3498212157330155, + "TN": 75099404, + "TP": 34046, + "n_pred": 57558, + "n_ref": 73812 + }, + "2": { + "Dice": 0.8933324061371956, + "FN": 5002, + "FP": 28744, + "IoU": 0.8072274015172288, + "TN": 75021672, + "TP": 141310, + "n_pred": 170054, + "n_ref": 146312 + }, + "3": { + "Dice": 0.8795943951161256, + "FN": 28936, + "FP": 3528, + "IoU": 0.7850678283667565, + "TN": 75045685, + "TP": 118579, + "n_pred": 122107, + "n_ref": 147515 + }, + "4": { + "Dice": 0.9355594258603087, + "FN": 1596, + "FP": 1623, + "IoU": 0.878921236741142, + "TN": 75170142, + "TP": 23367, + "n_pred": 24990, + "n_ref": 24963 + }, + "5": { + "Dice": 0.9151000200709173, + "FN": 862, + "FP": 407, + "IoU": 0.8434879131721756, + "TN": 75188620, + "TP": 6839, + "n_pred": 7246, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9245950186577588, + "FN": 32017, + "FP": 167713, + "IoU": 0.859764493097054, + "TN": 73772481, + "TP": 1224517, + "n_pred": 1392230, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.8333254610354995, + "FN": 28316, + "FP": 21086, + "IoU": 0.7142741469057259, + "TN": 75023828, + "TP": 123498, + "n_pred": 144584, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9589223824779962, + "FN": 4225, + "FP": 2673, + "IoU": 0.92108634970027, + "TN": 75109316, + "TP": 80514, + "n_pred": 83187, + "n_ref": 84739 + }, + "9": { + "Dice": 0.8165499581939799, + "FN": 14731, + "FP": 13353, + "IoU": 0.6899741681937607, + "TN": 75106142, + "TP": 62502, + "n_pred": 75855, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9803968120961585, + "FN": 5248, + "FP": 3174, + "IoU": 0.9615474173945202, + "TN": 86708849, + "TP": 210601, + "n_pred": 213775, + "n_ref": 215849 + }, + "10": { + "Dice": 0.6530036295586427, + "FN": 25559, + "FP": 20426, + "IoU": 0.4847849956304479, + "TN": 86838618, + "TP": 43269, + "n_pred": 63695, + "n_ref": 68828 + }, + "11": { + "Dice": 0.6904595288080243, + "FN": 1110, + "FP": 217, + "IoU": 0.5272532953330958, + "TN": 86925065, + "TP": 1480, + "n_pred": 1697, + "n_ref": 2590 + }, + "12": { + "Dice": 0.6476245992422034, + "FN": 1582, + "FP": 2045, + "IoU": 0.4788793103448276, + "TN": 86920912, + "TP": 3333, + "n_pred": 5378, + "n_ref": 4915 + }, + "13": { + "Dice": 0.4074139636590826, + "FN": 35798, + "FP": 21111, + "IoU": 0.25581912333926143, + "TN": 86851400, + "TP": 19563, + "n_pred": 40674, + "n_ref": 55361 + }, + "14": { + "Dice": 0.7129695579915339, + "FN": 21717, + "FP": 27850, + "IoU": 0.5539647973508027, + "TN": 86816744, + "TP": 61561, + "n_pred": 89411, + "n_ref": 83278 + }, + "15": { + "Dice": 0.6709228810436724, + "FN": 70700, + "FP": 19503, + "IoU": 0.5048035749577285, + "TN": 86745716, + "TP": 91953, + "n_pred": 111456, + "n_ref": 162653 + }, + "2": { + "Dice": 0.9033503681467336, + "FN": 17541, + "FP": 5286, + "IoU": 0.8237365352689086, + "TN": 86798367, + "TP": 106678, + "n_pred": 111964, + "n_ref": 124219 + }, + "3": { + "Dice": 0.9164738560385969, + "FN": 12306, + "FP": 16502, + "IoU": 0.8458253279315826, + "TN": 86741019, + "TP": 158045, + "n_pred": 174547, + "n_ref": 170351 + }, + "4": { + "Dice": 0.6801403130059364, + "FN": 3919, + "FP": 7935, + "IoU": 0.5153125894426953, + "TN": 86903415, + "TP": 12603, + "n_pred": 20538, + "n_ref": 16522 + }, + "5": { + "Dice": 0.8988190836088805, + "FN": 716, + "FP": 355, + "IoU": 0.8162319835277968, + "TN": 86922044, + "TP": 4757, + "n_pred": 5112, + "n_ref": 5473 + }, + "6": { + "Dice": 0.9099536456534323, + "FN": 20445, + "FP": 207923, + "IoU": 0.8347843575871664, + "TN": 85545630, + "TP": 1153874, + "n_pred": 1361797, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.5881322184590205, + "FN": 595941, + "FP": 2486, + "IoU": 0.41656324065777967, + "TN": 85902179, + "TP": 427266, + "n_pred": 429752, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9360385144429161, + "FN": 4031, + "FP": 2851, + "IoU": 0.8797672915319974, + "TN": 86870633, + "TP": 50357, + "n_pred": 53208, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8338279492656371, + "FN": 6648, + "FP": 10934, + "IoU": 0.7150128051350212, + "TN": 86866178, + "TP": 44112, + "n_pred": 55046, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.3284234770805219, + "FN": 5474, + "FP": 333926, + "IoU": 0.19647528699847772, + "TN": 37327211, + "TP": 82989, + "n_pred": 416915, + "n_ref": 88463 + }, + "10": { + "Dice": 0.4165974385600554, + "FN": 35173, + "FP": 32245, + "IoU": 0.2631026680803157, + "TN": 37658111, + "TP": 24071, + "n_pred": 56316, + "n_ref": 59244 + }, + "11": { + "Dice": 0.8244831779489258, + "FN": 554, + "FP": 312, + "IoU": 0.7013793103448276, + "TN": 37746700, + "TP": 2034, + "n_pred": 2346, + "n_ref": 2588 + }, + "12": { + "Dice": 0.6573343848580442, + "FN": 1250, + "FP": 488, + "IoU": 0.4895741556534508, + "TN": 37746195, + "TP": 1667, + "n_pred": 2155, + "n_ref": 2917 + }, + "13": { + "Dice": 0.41405225622821323, + "FN": 31938, + "FP": 4706, + "IoU": 0.26107559839487005, + "TN": 37700009, + "TP": 12947, + "n_pred": 17653, + "n_ref": 44885 + }, + "14": { + "Dice": 0.2588735375526248, + "FN": 55755, + "FP": 199151, + "IoU": 0.14868163980963514, + "TN": 37450175, + "TP": 44519, + "n_pred": 243670, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 19029, + "IoU": 0.0, + "TN": 37730571, + "TP": 0, + "n_pred": 19029, + "n_ref": 0 + }, + "2": { + "Dice": 0.5396693585777852, + "FN": 61239, + "FP": 5282, + "IoU": 0.3695528555452357, + "TN": 37644086, + "TP": 38993, + "n_pred": 44275, + "n_ref": 100232 + }, + "3": { + "Dice": 0.6618832302078376, + "FN": 5262, + "FP": 79984, + "IoU": 0.494637871036204, + "TN": 37580917, + "TP": 83437, + "n_pred": 163421, + "n_ref": 88699 + }, + "4": { + "Dice": 0.0, + "FN": 11694, + "FP": 0, + "IoU": 0.0, + "TN": 37737906, + "TP": 0, + "n_pred": 0, + "n_ref": 11694 + }, + "5": { + "Dice": 0.7974974170588911, + "FN": 3102, + "FP": 426, + "IoU": 0.6631980906921241, + "TN": 37739125, + "TP": 6947, + "n_pred": 7373, + "n_ref": 10049 + }, + "6": { + "Dice": 0.5992740335215435, + "FN": 416207, + "FP": 20196, + "IoU": 0.4278310303821732, + "TN": 36986883, + "TP": 326314, + "n_pred": 346510, + "n_ref": 742521 + }, + "7": { + "Dice": 0.6320122831471932, + "FN": 180020, + "FP": 12435, + "IoU": 0.46200143127103577, + "TN": 37391876, + "TP": 165269, + "n_pred": 177704, + "n_ref": 345289 + }, + "8": { + "Dice": 0.947500509580106, + "FN": 3711, + "FP": 4531, + "IoU": 0.9002384497137393, + "TN": 37666983, + "TP": 74375, + "n_pred": 78906, + "n_ref": 78086 + }, + "9": { + "Dice": 0.8307965803771173, + "FN": 13178, + "FP": 3764, + "IoU": 0.7105663278380456, + "TN": 37691065, + "TP": 41593, + "n_pred": 45357, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9360019001662645, + "FN": 10841, + "FP": 14756, + "IoU": 0.8797026050258246, + "TN": 75693907, + "TP": 187184, + "n_pred": 201940, + "n_ref": 198025 + }, + "10": { + "Dice": 0.8240066309496799, + "FN": 25136, + "FP": 12871, + "IoU": 0.7006898615551811, + "TN": 75779706, + "TP": 88975, + "n_pred": 101846, + "n_ref": 114111 + }, + "11": { + "Dice": 0.769642422768183, + "FN": 1178, + "FP": 716, + "IoU": 0.6255436931593515, + "TN": 75901630, + "TP": 3164, + "n_pred": 3880, + "n_ref": 4342 + }, + "12": { + "Dice": 0.557163531114327, + "FN": 2659, + "FP": 401, + "IoU": 0.38615847542627885, + "TN": 75901703, + "TP": 1925, + "n_pred": 2326, + "n_ref": 4584 + }, + "13": { + "Dice": 0.7705322908564957, + "FN": 13266, + "FP": 3551, + "IoU": 0.6267202343958093, + "TN": 75861636, + "TP": 28235, + "n_pred": 31786, + "n_ref": 41501 + }, + "14": { + "Dice": 0.832457046989919, + "FN": 12532, + "FP": 32208, + "IoU": 0.7129990762598789, + "TN": 75750800, + "TP": 111148, + "n_pred": 143356, + "n_ref": 123680 + }, + "15": { + "Dice": 0.5254052502247119, + "FN": 110403, + "FP": 28462, + "IoU": 0.35630484260491074, + "TN": 75690957, + "TP": 76866, + "n_pred": 105328, + "n_ref": 187269 + }, + "2": { + "Dice": 0.807923743358496, + "FN": 55023, + "FP": 10446, + "IoU": 0.677745017449387, + "TN": 75703529, + "TP": 137690, + "n_pred": 148136, + "n_ref": 192713 + }, + "3": { + "Dice": 0.8780764098793672, + "FN": 9394, + "FP": 57767, + "IoU": 0.7826525956058679, + "TN": 75597685, + "TP": 241842, + "n_pred": 299609, + "n_ref": 251236 + }, + "4": { + "Dice": 0.9325804007988431, + "FN": 3093, + "FP": 823, + "IoU": 0.8736774193548387, + "TN": 75875688, + "TP": 27084, + "n_pred": 27907, + "n_ref": 30177 + }, + "5": { + "Dice": 0.9220828172957838, + "FN": 1067, + "FP": 380, + "IoU": 0.8554301128983914, + "TN": 75896679, + "TP": 8562, + "n_pred": 8942, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9310793038856573, + "FN": 65147, + "FP": 177913, + "IoU": 0.8710461938572659, + "TN": 74021827, + "TP": 1641801, + "n_pred": 1819714, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.8278412232255916, + "FN": 64856, + "FP": 22021, + "IoU": 0.7062534868387685, + "TN": 75610933, + "TP": 208878, + "n_pred": 230899, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9526401862682595, + "FN": 5826, + "FP": 2717, + "IoU": 0.9095634315718157, + "TN": 75812224, + "TP": 85921, + "n_pred": 88638, + "n_ref": 91747 + }, + "9": { + "Dice": 0.7885802780863885, + "FN": 19188, + "FP": 12211, + "IoU": 0.6509554564958814, + "TN": 75816731, + "TP": 58558, + "n_pred": 70769, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9141224799090674, + "FN": 3367, + "FP": 13859, + "IoU": 0.8418283489582855, + "TN": 61278843, + "TP": 91681, + "n_pred": 105540, + "n_ref": 95048 + }, + "10": { + "Dice": 0.8049546765554182, + "FN": 15537, + "FP": 14759, + "IoU": 0.6735766926690514, + "TN": 61294938, + "TP": 62516, + "n_pred": 77275, + "n_ref": 78053 + }, + "11": { + "Dice": 0.8656628284617656, + "FN": 410, + "FP": 500, + "IoU": 0.7631441957313899, + "TN": 61383908, + "TP": 2932, + "n_pred": 3432, + "n_ref": 3342 + }, + "12": { + "Dice": 0.8571428571428571, + "FN": 714, + "FP": 171, + "IoU": 0.75, + "TN": 61384210, + "TP": 2655, + "n_pred": 2826, + "n_ref": 3369 + }, + "13": { + "Dice": 0.46268100358422937, + "FN": 23319, + "FP": 14159, + "IoU": 0.30096616555377326, + "TN": 61334136, + "TP": 16136, + "n_pred": 30295, + "n_ref": 39455 + }, + "14": { + "Dice": 0.8763124857338507, + "FN": 5034, + "FP": 12306, + "IoU": 0.7798542518345479, + "TN": 61308984, + "TP": 61426, + "n_pred": 73732, + "n_ref": 66460 + }, + "15": { + "Dice": 0.8075139833452947, + "FN": 7288, + "FP": 9609, + "IoU": 0.677168513565151, + "TN": 61335410, + "TP": 35443, + "n_pred": 45052, + "n_ref": 42731 + }, + "2": { + "Dice": 0.9307048173178987, + "FN": 2957, + "FP": 16432, + "IoU": 0.8703909195433033, + "TN": 61238154, + "TP": 130207, + "n_pred": 146639, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9116682408171236, + "FN": 19238, + "FP": 2927, + "IoU": 0.8376749397643303, + "TN": 61251203, + "TP": 114382, + "n_pred": 117309, + "n_ref": 133620 + }, + "4": { + "Dice": 0.7619772789571467, + "FN": 6467, + "FP": 1348, + "IoU": 0.6154792363707932, + "TN": 61367426, + "TP": 12509, + "n_pred": 13857, + "n_ref": 18976 + }, + "5": { + "Dice": 0.5511870368044216, + "FN": 16725, + "FP": 1140, + "IoU": 0.38044043696896135, + "TN": 61358915, + "TP": 10970, + "n_pred": 12110, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9401708606409497, + "FN": 85335, + "FP": 30401, + "IoU": 0.8870966325850731, + "TN": 60362661, + "TP": 909353, + "n_pred": 939754, + "n_ref": 994688 + }, + "7": { + "Dice": 0.4001423475337861, + "FN": 133472, + "FP": 6434, + "IoU": 0.25011121890560595, + "TN": 61201181, + "TP": 46663, + "n_pred": 53097, + "n_ref": 180135 + }, + "8": { + "Dice": 0.9575123599841493, + "FN": 15553, + "FP": 4926, + "IoU": 0.9184879736028244, + "TN": 61136511, + "TP": 230760, + "n_pred": 235686, + "n_ref": 246313 + }, + "9": { + "Dice": 0.7689777201814285, + "FN": 18005, + "FP": 19075, + "IoU": 0.6246659648554539, + "TN": 61288958, + "TP": 61712, + "n_pred": 80787, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9780278353568256, + "FN": 3860, + "FP": 4302, + "IoU": 0.9570004636068614, + "TN": 39558984, + "TP": 181654, + "n_pred": 185956, + "n_ref": 185514 + }, + "10": { + "Dice": 0.6352334860351707, + "FN": 17443, + "FP": 22051, + "IoU": 0.4654521337790831, + "TN": 39674917, + "TP": 34389, + "n_pred": 56440, + "n_ref": 51832 + }, + "11": { + "Dice": 0.8102788408966648, + "FN": 808, + "FP": 233, + "IoU": 0.6810661764705882, + "TN": 39745536, + "TP": 2223, + "n_pred": 2456, + "n_ref": 3031 + }, + "12": { + "Dice": 0.7681405022338623, + "FN": 967, + "FP": 538, + "IoU": 0.6235617808904452, + "TN": 39744802, + "TP": 2493, + "n_pred": 3031, + "n_ref": 3460 + }, + "13": { + "Dice": 0.6677982060558005, + "FN": 16860, + "FP": 9954, + "IoU": 0.5012740630521715, + "TN": 39695035, + "TP": 26951, + "n_pred": 36905, + "n_ref": 43811 + }, + "14": { + "Dice": 0.31843465741770827, + "FN": 16302, + "FP": 56603, + "IoU": 0.18936799501867996, + "TN": 39658864, + "TP": 17031, + "n_pred": 73634, + "n_ref": 33333 + }, + "15": { + "Dice": 0.7293794662683193, + "FN": 15584, + "FP": 11228, + "IoU": 0.5740340620233859, + "TN": 39685856, + "TP": 36132, + "n_pred": 47360, + "n_ref": 51716 + }, + "2": { + "Dice": 0.8854650681339308, + "FN": 21612, + "FP": 3284, + "IoU": 0.7944704493482263, + "TN": 39627669, + "TP": 96235, + "n_pred": 99519, + "n_ref": 117847 + }, + "3": { + "Dice": 0.9082006746772979, + "FN": 3970, + "FP": 22372, + "IoU": 0.8318384648285636, + "TN": 39592153, + "TP": 130305, + "n_pred": 152677, + "n_ref": 134275 + }, + "4": { + "Dice": 0.8713303413348705, + "FN": 2611, + "FP": 3639, + "IoU": 0.7719976652560923, + "TN": 39721388, + "TP": 21162, + "n_pred": 24801, + "n_ref": 23773 + }, + "5": { + "Dice": 0.861995753715499, + "FN": 1246, + "FP": 444, + "IoU": 0.7574626865671642, + "TN": 39741832, + "TP": 5278, + "n_pred": 5722, + "n_ref": 6524 + }, + "6": { + "Dice": 0.973184928427637, + "FN": 24196, + "FP": 25609, + "IoU": 0.9477703973875237, + "TN": 38795222, + "TP": 903773, + "n_pred": 929382, + "n_ref": 927969 + }, + "7": { + "Dice": 0.5933161639746907, + "FN": 421185, + "FP": 5016, + "IoU": 0.42178359399589743, + "TN": 39011704, + "TP": 310895, + "n_pred": 315911, + "n_ref": 732080 + }, + "8": { + "Dice": 0.964844264037494, + "FN": 1876, + "FP": 1597, + "IoU": 0.9320764311278872, + "TN": 39697669, + "TP": 47658, + "n_pred": 49255, + "n_ref": 49534 + }, + "9": { + "Dice": 0.9187319070818329, + "FN": 2593, + "FP": 4313, + "IoU": 0.8496800313438684, + "TN": 39702858, + "TP": 39036, + "n_pred": 43349, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7246631562645192, + "FN": 3373, + "FP": 67741, + "IoU": 0.5682131429230648, + "TN": 101231911, + "TP": 93583, + "n_pred": 161324, + "n_ref": 96956 + }, + "10": { + "Dice": 0.7430964391086214, + "FN": 27737, + "FP": 10053, + "IoU": 0.5912119769806585, + "TN": 101304164, + "TP": 54654, + "n_pred": 64707, + "n_ref": 82391 + }, + "11": { + "Dice": 0.662687265917603, + "FN": 2698, + "FP": 184, + "IoU": 0.4955364957115351, + "TN": 101390895, + "TP": 2831, + "n_pred": 3015, + "n_ref": 5529 + }, + "12": { + "Dice": 0.8125, + "FN": 1481, + "FP": 247, + "IoU": 0.6842105263157895, + "TN": 101391136, + "TP": 3744, + "n_pred": 3991, + "n_ref": 5225 + }, + "13": { + "Dice": 0.7320820753447049, + "FN": 11876, + "FP": 15988, + "IoU": 0.5773891677915459, + "TN": 101330675, + "TP": 38069, + "n_pred": 54057, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9338131027678784, + "FN": 13233, + "FP": 9778, + "IoU": 0.8758437242026773, + "TN": 101211269, + "TP": 162328, + "n_pred": 172106, + "n_ref": 175561 + }, + "15": { + "Dice": 0.5539987344551054, + "FN": 5424, + "FP": 29113, + "IoU": 0.3831246539375212, + "TN": 101340621, + "TP": 21450, + "n_pred": 50563, + "n_ref": 26874 + }, + "2": { + "Dice": 0.7383716349760393, + "FN": 73960, + "FP": 2419, + "IoU": 0.5852528806785477, + "TN": 101212450, + "TP": 107779, + "n_pred": 110198, + "n_ref": 181739 + }, + "3": { + "Dice": 0.8174215800301948, + "FN": 4476, + "FP": 68205, + "IoU": 0.691219767100998, + "TN": 101161227, + "TP": 162700, + "n_pred": 230905, + "n_ref": 167176 + }, + "4": { + "Dice": 0.729806830222512, + "FN": 1192, + "FP": 5438, + "IoU": 0.5745636550308009, + "TN": 101381024, + "TP": 8954, + "n_pred": 14392, + "n_ref": 10146 + }, + "5": { + "Dice": 0.7153421871629742, + "FN": 15301, + "FP": 3175, + "IoU": 0.5568348084718524, + "TN": 101354917, + "TP": 23215, + "n_pred": 26390, + "n_ref": 38516 + }, + "6": { + "Dice": 0.8719917836411661, + "FN": 69640, + "FP": 447356, + "IoU": 0.7730367305797837, + "TN": 99118724, + "TP": 1760888, + "n_pred": 2208244, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.5206842274093801, + "FN": 286526, + "FP": 34733, + "IoU": 0.3519763914215172, + "TN": 100900856, + "TP": 174493, + "n_pred": 209226, + "n_ref": 461019 + }, + "8": { + "Dice": 0.9129293388710018, + "FN": 26896, + "FP": 16752, + "IoU": 0.8398068051278852, + "TN": 101124137, + "TP": 228823, + "n_pred": 245575, + "n_ref": 255719 + }, + "9": { + "Dice": 0.8969171746497782, + "FN": 4443, + "FP": 14446, + "IoU": 0.8131004798891802, + "TN": 101295543, + "TP": 82176, + "n_pred": 96622, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8936995798057381, + "FN": 37806, + "FP": 4821, + "IoU": 0.8078272081364735, + "TN": 73661688, + "TP": 179189, + "n_pred": 184010, + "n_ref": 216995 + }, + "10": { + "Dice": 0.04649275909241002, + "FN": 73377, + "FP": 27690, + "IoU": 0.023799634891964724, + "TN": 73779973, + "TP": 2464, + "n_pred": 30154, + "n_ref": 75841 + }, + "11": { + "Dice": 0.5936134453781513, + "FN": 1844, + "FP": 4201, + "IoU": 0.4220841300191205, + "TN": 73873044, + "TP": 4415, + "n_pred": 8616, + "n_ref": 6259 + }, + "12": { + "Dice": 0.0006951685783802572, + "FN": 5539, + "FP": 211, + "IoU": 0.0003477051460361613, + "TN": 73877752, + "TP": 2, + "n_pred": 213, + "n_ref": 5541 + }, + "13": { + "Dice": 0.0, + "FN": 61239, + "FP": 6819, + "IoU": 0.0, + "TN": 73815446, + "TP": 0, + "n_pred": 6819, + "n_ref": 61239 + }, + "14": { + "Dice": 0.7426059850947326, + "FN": 20381, + "FP": 35604, + "IoU": 0.5905913152852734, + "TN": 73746758, + "TP": 80761, + "n_pred": 116365, + "n_ref": 101142 + }, + "15": { + "Dice": 0.4333858793539087, + "FN": 154681, + "FP": 21804, + "IoU": 0.27663856315502566, + "TN": 73639525, + "TP": 67494, + "n_pred": 89298, + "n_ref": 222175 + }, + "2": { + "Dice": 0.6340071354958788, + "FN": 57860, + "FP": 95913, + "IoU": 0.46413649146405633, + "TN": 73596541, + "TP": 133190, + "n_pred": 229103, + "n_ref": 191050 + }, + "3": { + "Dice": 0.5573257398584239, + "FN": 107579, + "FP": 19430, + "IoU": 0.3863143297529486, + "TN": 73676543, + "TP": 79952, + "n_pred": 99382, + "n_ref": 187531 + }, + "4": { + "Dice": 0.0, + "FN": 47888, + "FP": 5820, + "IoU": 0.0, + "TN": 73829796, + "TP": 0, + "n_pred": 5820, + "n_ref": 47888 + }, + "5": { + "Dice": 0.5809431435037643, + "FN": 8839, + "FP": 234, + "IoU": 0.40938679859393307, + "TN": 73868142, + "TP": 6289, + "n_pred": 6523, + "n_ref": 15128 + }, + "6": { + "Dice": 0.6750112477469862, + "FN": 240012, + "FP": 1167110, + "IoU": 0.509446775755036, + "TN": 71015065, + "TP": 1461317, + "n_pred": 2628427, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.3190655000282443, + "FN": 118940, + "FP": 110093, + "IoU": 0.18981435626052381, + "TN": 73600812, + "TP": 53659, + "n_pred": 163752, + "n_ref": 172599 + }, + "8": { + "Dice": 0.9020084830339321, + "FN": 7142, + "FP": 8568, + "IoU": 0.8215076975515537, + "TN": 73795489, + "TP": 72305, + "n_pred": 80873, + "n_ref": 79447 + }, + "9": { + "Dice": 0.7410112586255599, + "FN": 16729, + "FP": 34615, + "IoU": 0.5885765569409276, + "TN": 73758708, + "TP": 73452, + "n_pred": 108067, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9454243274124857, + "FN": 5310, + "FP": 15706, + "IoU": 0.8964973799298688, + "TN": 69292728, + "TP": 182032, + "n_pred": 197738, + "n_ref": 187342 + }, + "10": { + "Dice": 0.6395011234820369, + "FN": 29478, + "FP": 13359, + "IoU": 0.4700489904988123, + "TN": 69414944, + "TP": 37995, + "n_pred": 51354, + "n_ref": 67473 + }, + "11": { + "Dice": 0.7934171795557934, + "FN": 496, + "FP": 1048, + "IoU": 0.6575737414060767, + "TN": 69491267, + "TP": 2965, + "n_pred": 4013, + "n_ref": 3461 + }, + "12": { + "Dice": 0.7382304451364718, + "FN": 1137, + "FP": 292, + "IoU": 0.585075493612079, + "TN": 69492332, + "TP": 2015, + "n_pred": 2307, + "n_ref": 3152 + }, + "13": { + "Dice": 0.6371793805704437, + "FN": 35674, + "FP": 12321, + "IoU": 0.4675445700529183, + "TN": 69405637, + "TP": 42144, + "n_pred": 54465, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9268184561664342, + "FN": 15137, + "FP": 6324, + "IoU": 0.8636175878087685, + "TN": 69338417, + "TP": 135898, + "n_pred": 142222, + "n_ref": 151035 + }, + "15": { + "Dice": 0.6647436724373694, + "FN": 29584, + "FP": 35387, + "IoU": 0.49783974710742523, + "TN": 69366393, + "TP": 64412, + "n_pred": 99799, + "n_ref": 93996 + }, + "2": { + "Dice": 0.9459280409680219, + "FN": 7365, + "FP": 8959, + "IoU": 0.8974036666687617, + "TN": 69336667, + "TP": 142785, + "n_pred": 151744, + "n_ref": 150150 + }, + "3": { + "Dice": 0.9660725531260527, + "FN": 7658, + "FP": 3925, + "IoU": 0.9343717066869128, + "TN": 69319282, + "TP": 164911, + "n_pred": 168836, + "n_ref": 172569 + }, + "4": { + "Dice": 0.750737974305348, + "FN": 5710, + "FP": 15147, + "IoU": 0.600945165116902, + "TN": 69443510, + "TP": 31409, + "n_pred": 46556, + "n_ref": 37119 + }, + "5": { + "Dice": 0.882063266839162, + "FN": 3241, + "FP": 998, + "IoU": 0.7890100044796178, + "TN": 69475685, + "TP": 15852, + "n_pred": 16850, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9415680377534772, + "FN": 69001, + "FP": 102363, + "IoU": 0.8895876837987754, + "TN": 67943739, + "TP": 1380673, + "n_pred": 1483036, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.850070823057399, + "FN": 76537, + "FP": 6871, + "IoU": 0.7392375461917952, + "TN": 69175914, + "TP": 236454, + "n_pred": 243325, + "n_ref": 312991 + }, + "8": { + "Dice": 0.8809021599519226, + "FN": 13929, + "FP": 6285, + "IoU": 0.7871538380541223, + "TN": 69400806, + "TP": 74756, + "n_pred": 81041, + "n_ref": 88685 + }, + "9": { + "Dice": 0.8513996822186913, + "FN": 6691, + "FP": 19028, + "IoU": 0.7412497359075224, + "TN": 69396379, + "TP": 73678, + "n_pred": 92706, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.855046046957251, + "FN": 5626, + "FP": 61095, + "IoU": 0.7467951393896154, + "TN": 50570046, + "TP": 196785, + "n_pred": 257880, + "n_ref": 202411 + }, + "10": { + "Dice": 0.8029425027426118, + "FN": 16189, + "FP": 13090, + "IoU": 0.6707635218711346, + "TN": 50744622, + "TP": 59651, + "n_pred": 72741, + "n_ref": 75840 + }, + "11": { + "Dice": 0.7707045197248106, + "FN": 2304, + "FP": 329, + "IoU": 0.6269481439501275, + "TN": 50826494, + "TP": 4425, + "n_pred": 4754, + "n_ref": 6729 + }, + "12": { + "Dice": 0.6043620501635769, + "FN": 3528, + "FP": 100, + "IoU": 0.43303641193936554, + "TN": 50827153, + "TP": 2771, + "n_pred": 2871, + "n_ref": 6299 + }, + "13": { + "Dice": 0.7090922179828666, + "FN": 13788, + "FP": 14499, + "IoU": 0.5492973455275485, + "TN": 50770790, + "TP": 34475, + "n_pred": 48974, + "n_ref": 48263 + }, + "14": { + "Dice": 0.3861005057036871, + "FN": 25809, + "FP": 53462, + "IoU": 0.2392345415982879, + "TN": 50729353, + "TP": 24928, + "n_pred": 78390, + "n_ref": 50737 + }, + "15": { + "Dice": 0.4259353820443784, + "FN": 16405, + "FP": 33061, + "IoU": 0.270595868292611, + "TN": 50765735, + "TP": 18351, + "n_pred": 51412, + "n_ref": 34756 + }, + "2": { + "Dice": 0.9100060769079917, + "FN": 24136, + "FP": 13035, + "IoU": 0.834872615001888, + "TN": 50608447, + "TP": 187934, + "n_pred": 200969, + "n_ref": 212070 + }, + "3": { + "Dice": 0.9282168566999819, + "FN": 7918, + "FP": 22276, + "IoU": 0.8660491280372298, + "TN": 50608141, + "TP": 195217, + "n_pred": 217493, + "n_ref": 203135 + }, + "4": { + "Dice": 0.7341010433352093, + "FN": 1008, + "FP": 11276, + "IoU": 0.5799049280120379, + "TN": 50804311, + "TP": 16957, + "n_pred": 28233, + "n_ref": 17965 + }, + "5": { + "Dice": 0.8780820749082843, + "FN": 2552, + "FP": 306, + "IoU": 0.7826615969581749, + "TN": 50820402, + "TP": 10292, + "n_pred": 10598, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9199652436105172, + "FN": 62442, + "FP": 308851, + "IoU": 0.851792257765785, + "TN": 48328332, + "TP": 2133927, + "n_pred": 2442778, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.7503675682464342, + "FN": 55096, + "FP": 60189, + "IoU": 0.6004706257450997, + "TN": 50545000, + "TP": 173267, + "n_pred": 233456, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9593888800474544, + "FN": 3456, + "FP": 4965, + "IoU": 0.9219475572115786, + "TN": 50725663, + "TP": 99468, + "n_pred": 104433, + "n_ref": 102924 + }, + "9": { + "Dice": 0.8792291393945937, + "FN": 17393, + "FP": 9454, + "IoU": 0.784486080339081, + "TN": 50708980, + "TP": 97725, + "n_pred": 107179, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9672968515954657, + "FN": 7243, + "FP": 6599, + "IoU": 0.9366649584538234, + "TN": 76666308, + "TP": 204710, + "n_pred": 211309, + "n_ref": 211953 + }, + "10": { + "Dice": 0.47089683393227183, + "FN": 38031, + "FP": 22482, + "IoU": 0.3079562219096305, + "TN": 76797419, + "TP": 26928, + "n_pred": 49410, + "n_ref": 64959 + }, + "11": { + "Dice": 0.8317757009345794, + "FN": 382, + "FP": 626, + "IoU": 0.712, + "TN": 76881360, + "TP": 2492, + "n_pred": 3118, + "n_ref": 2874 + }, + "12": { + "Dice": 0.7521608040201005, + "FN": 738, + "FP": 495, + "IoU": 0.602770618556701, + "TN": 76881756, + "TP": 1871, + "n_pred": 2366, + "n_ref": 2609 + }, + "13": { + "Dice": 0.504407673485805, + "FN": 20210, + "FP": 24147, + "IoU": 0.33726281189302254, + "TN": 76817930, + "TP": 22573, + "n_pred": 46720, + "n_ref": 42783 + }, + "14": { + "Dice": 0.7901638122414647, + "FN": 7298, + "FP": 32117, + "IoU": 0.6531163642124161, + "TN": 76771234, + "TP": 74211, + "n_pred": 106328, + "n_ref": 81509 + }, + "15": { + "Dice": 0.6701550494340558, + "FN": 15681, + "FP": 8273, + "IoU": 0.5039347249834327, + "TN": 76836572, + "TP": 24334, + "n_pred": 32607, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9348706850009624, + "FN": 4330, + "FP": 9543, + "IoU": 0.8777062764456982, + "TN": 76771420, + "TP": 99567, + "n_pred": 109110, + "n_ref": 103897 + }, + "3": { + "Dice": 0.9365111583535419, + "FN": 9746, + "FP": 2140, + "IoU": 0.8806027122049221, + "TN": 76785310, + "TP": 87664, + "n_pred": 89804, + "n_ref": 97410 + }, + "4": { + "Dice": 0.9118438761776582, + "FN": 3202, + "FP": 990, + "IoU": 0.8379715522572665, + "TN": 76858988, + "TP": 21680, + "n_pred": 22670, + "n_ref": 24882 + }, + "5": { + "Dice": 0.9107154990826934, + "FN": 2352, + "FP": 276, + "IoU": 0.8360676189882104, + "TN": 76868829, + "TP": 13403, + "n_pred": 13679, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9117137997857573, + "FN": 39078, + "FP": 172404, + "IoU": 0.8377518704236763, + "TN": 75581412, + "TP": 1091966, + "n_pred": 1264370, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.7091250677017512, + "FN": 35465, + "FP": 67649, + "IoU": 0.5493367714866371, + "TN": 76656055, + "TP": 125691, + "n_pred": 193340, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9075469622376853, + "FN": 11311, + "FP": 2135, + "IoU": 0.8307423119044323, + "TN": 76805419, + "TP": 65995, + "n_pred": 68130, + "n_ref": 77306 + }, + "9": { + "Dice": 0.7804423465063243, + "FN": 8438, + "FP": 38447, + "IoU": 0.6399388698603837, + "TN": 76754646, + "TP": 83329, + "n_pred": 121776, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8156248712349087, + "FN": 25601, + "FP": 19145, + "IoU": 0.6886541699717502, + "TN": 130856214, + "TP": 98972, + "n_pred": 118117, + "n_ref": 124573 + }, + "10": { + "Dice": 0.43936880111680393, + "FN": 27506, + "FP": 49199, + "IoU": 0.28153275510012926, + "TN": 130893170, + "TP": 30057, + "n_pred": 79256, + "n_ref": 57563 + }, + "11": { + "Dice": 0.7224252848849709, + "FN": 2208, + "FP": 374, + "IoU": 0.565466173005722, + "TN": 130993990, + "TP": 3360, + "n_pred": 3734, + "n_ref": 5568 + }, + "12": { + "Dice": 0.7023067856541505, + "FN": 3131, + "FP": 405, + "IoU": 0.5411963150382769, + "TN": 130992225, + "TP": 4171, + "n_pred": 4576, + "n_ref": 7302 + }, + "13": { + "Dice": 0.2627351878945376, + "FN": 65577, + "FP": 6484, + "IoU": 0.1512349677860096, + "TN": 130915031, + "TP": 12840, + "n_pred": 19324, + "n_ref": 78417 + }, + "14": { + "Dice": 0.02727832499634463, + "FN": 932879, + "FP": 11803, + "IoU": 0.013827761585421868, + "TN": 130042004, + "TP": 13246, + "n_pred": 25049, + "n_ref": 946125 + }, + "15": { + "Dice": 0.1160830354241144, + "FN": 19595, + "FP": 67439, + "IoU": 0.06161791501795168, + "TN": 130907183, + "TP": 5715, + "n_pred": 73154, + "n_ref": 25310 + }, + "2": { + "Dice": 0.8273910696074707, + "FN": 53347, + "FP": 15709, + "IoU": 0.7055984720587984, + "TN": 130765368, + "TP": 165508, + "n_pred": 181217, + "n_ref": 218855 + }, + "3": { + "Dice": 0.8872803024080447, + "FN": 29187, + "FP": 35312, + "IoU": 0.7973978570957396, + "TN": 130681579, + "TP": 253854, + "n_pred": 289166, + "n_ref": 283041 + }, + "4": { + "Dice": 0.0001743071291615827, + "FN": 2279, + "FP": 9193, + "IoU": 8.716116098666435e-05, + "TN": 130988459, + "TP": 1, + "n_pred": 9194, + "n_ref": 2280 + }, + "5": { + "Dice": 0.5339548487341194, + "FN": 14956, + "FP": 341, + "IoU": 0.364214463840399, + "TN": 130975872, + "TP": 8763, + "n_pred": 9104, + "n_ref": 23719 + }, + "6": { + "Dice": 0.8764294972388558, + "FN": 35434, + "FP": 369942, + "IoU": 0.7800396104072276, + "TN": 129156982, + "TP": 1437574, + "n_pred": 1807516, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.42953769779708345, + "FN": 124464, + "FP": 86975, + "IoU": 0.2735103524577209, + "TN": 130708890, + "TP": 79603, + "n_pred": 166578, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9515804655262209, + "FN": 7261, + "FP": 4825, + "IoU": 0.907633284421619, + "TN": 130869084, + "TP": 118762, + "n_pred": 123587, + "n_ref": 126023 + }, + "9": { + "Dice": 0.6630904075254274, + "FN": 13832, + "FP": 30257, + "IoU": 0.4959874708491472, + "TN": 130912456, + "TP": 43387, + "n_pred": 73644, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9592466082520158, + "FN": 2515, + "FP": 2150, + "IoU": 0.921684825490624, + "TN": 74367131, + "TP": 54902, + "n_pred": 57052, + "n_ref": 57417 + }, + "10": { + "Dice": 0.23363479055796793, + "FN": 68041, + "FP": 2378, + "IoU": 0.13226867768289527, + "TN": 74345545, + "TP": 10734, + "n_pred": 13112, + "n_ref": 78775 + }, + "11": { + "Dice": 0.8269310202395704, + "FN": 386, + "FP": 452, + "IoU": 0.7049295774647887, + "TN": 74423858, + "TP": 2002, + "n_pred": 2454, + "n_ref": 2388 + }, + "12": { + "Dice": 0.71968922510734, + "FN": 697, + "FP": 674, + "IoU": 0.5621207282018524, + "TN": 74423567, + "TP": 1760, + "n_pred": 2434, + "n_ref": 2457 + }, + "13": { + "Dice": 0.3116146001568917, + "FN": 83068, + "FP": 6440, + "IoU": 0.18456366667577687, + "TN": 74316931, + "TP": 20259, + "n_pred": 26699, + "n_ref": 103327 + }, + "14": { + "Dice": 0.8016495265247938, + "FN": 52800, + "FP": 5640, + "IoU": 0.6689608292973065, + "TN": 74250163, + "TP": 118095, + "n_pred": 123735, + "n_ref": 170895 + }, + "15": { + "Dice": 0.7161140674034657, + "FN": 9097, + "FP": 1306, + "IoU": 0.5577707872810747, + "TN": 74403174, + "TP": 13121, + "n_pred": 14427, + "n_ref": 22218 + }, + "2": { + "Dice": 0.8811357396370455, + "FN": 6910, + "FP": 23265, + "IoU": 0.78752693320565, + "TN": 74284680, + "TP": 111843, + "n_pred": 135108, + "n_ref": 118753 + }, + "3": { + "Dice": 0.8717408169460654, + "FN": 27815, + "FP": 2605, + "IoU": 0.7726423414400814, + "TN": 74292900, + "TP": 103378, + "n_pred": 105983, + "n_ref": 131193 + }, + "4": { + "Dice": 0.645904473741085, + "FN": 15517, + "FP": 867, + "IoU": 0.4770006703482619, + "TN": 74395371, + "TP": 14943, + "n_pred": 15810, + "n_ref": 30460 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 74426692, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "6": { + "Dice": 0.9010638674834657, + "FN": 22988, + "FP": 166874, + "IoU": 0.8199419791758539, + "TN": 73372249, + "TP": 864587, + "n_pred": 1031461, + "n_ref": 887575 + }, + "7": { + "Dice": 0.3783618494292799, + "FN": 110918, + "FP": 19189, + "IoU": 0.23332076227740392, + "TN": 74256996, + "TP": 39595, + "n_pred": 58784, + "n_ref": 150513 + }, + "8": { + "Dice": 0.9041775681418973, + "FN": 6427, + "FP": 1374, + "IoU": 0.82511321346904, + "TN": 74382092, + "TP": 36805, + "n_pred": 38179, + "n_ref": 43232 + }, + "9": { + "Dice": 0.5628260705872229, + "FN": 7611, + "FP": 33030, + "IoU": 0.3916200113769049, + "TN": 74359896, + "TP": 26161, + "n_pred": 59191, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9256302138017414, + "FN": 3311, + "FP": 18718, + "IoU": 0.8615564451762517, + "TN": 106487569, + "TP": 137090, + "n_pred": 155808, + "n_ref": 140401 + }, + "10": { + "Dice": 0.8156810757066427, + "FN": 21817, + "FP": 13220, + "IoU": 0.6887343087870792, + "TN": 106534125, + "TP": 77526, + "n_pred": 90746, + "n_ref": 99343 + }, + "11": { + "Dice": 0.5496844449944314, + "FN": 2430, + "FP": 1209, + "IoU": 0.37901023890784985, + "TN": 106640828, + "TP": 2221, + "n_pred": 3430, + "n_ref": 4651 + }, + "12": { + "Dice": 0.8068727202918027, + "FN": 1267, + "FP": 745, + "IoU": 0.6762670957361223, + "TN": 106640473, + "TP": 4203, + "n_pred": 4948, + "n_ref": 5470 + }, + "13": { + "Dice": 0.47531724754244864, + "FN": 27646, + "FP": 1710, + "IoU": 0.3117482943755422, + "TN": 106604035, + "TP": 13297, + "n_pred": 15007, + "n_ref": 40943 + }, + "14": { + "Dice": 0.8515145313139583, + "FN": 3687, + "FP": 19529, + "IoU": 0.7414238617125546, + "TN": 106556904, + "TP": 66568, + "n_pred": 86097, + "n_ref": 70255 + }, + "15": { + "Dice": 0.3441868020304569, + "FN": 5372, + "FP": 75375, + "IoU": 0.20786571966724218, + "TN": 106544752, + "TP": 21189, + "n_pred": 96564, + "n_ref": 26561 + }, + "2": { + "Dice": 0.43017217141061476, + "FN": 134654, + "FP": 3160, + "IoU": 0.27402506413531896, + "TN": 106456855, + "TP": 52019, + "n_pred": 55179, + "n_ref": 186673 + }, + "3": { + "Dice": 0.6507706459661035, + "FN": 2988, + "FP": 155325, + "IoU": 0.48232766654567927, + "TN": 106340871, + "TP": 147504, + "n_pred": 302829, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8443269480800901, + "FN": 342, + "FP": 3250, + "IoU": 0.7305932648316208, + "TN": 106633355, + "TP": 9741, + "n_pred": 12991, + "n_ref": 10083 + }, + "5": { + "Dice": 0.6076935056844728, + "FN": 2491, + "FP": 28, + "IoU": 0.43646532438478747, + "TN": 106642218, + "TP": 1951, + "n_pred": 1979, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9700809799900956, + "FN": 32625, + "FP": 43861, + "IoU": 0.9419002476338059, + "TN": 105330228, + "TP": 1239974, + "n_pred": 1283835, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.8162419098923771, + "FN": 92741, + "FP": 17166, + "IoU": 0.6895343877380956, + "TN": 106292681, + "TP": 244100, + "n_pred": 261266, + "n_ref": 336841 + }, + "8": { + "Dice": 0.941426447659451, + "FN": 6122, + "FP": 1955, + "IoU": 0.889334940947579, + "TN": 106573702, + "TP": 64909, + "n_pred": 66864, + "n_ref": 71031 + }, + "9": { + "Dice": 0.8811873205281666, + "FN": 14044, + "FP": 5113, + "IoU": 0.7876093439914853, + "TN": 106556491, + "TP": 71040, + "n_pred": 76153, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9740356952237135, + "FN": 5099, + "FP": 2879, + "IoU": 0.9493855592140741, + "TN": 107969305, + "TP": 149645, + "n_pred": 152524, + "n_ref": 154744 + }, + "10": { + "Dice": 0.6803453315827285, + "FN": 26214, + "FP": 25400, + "IoU": 0.5155480049933828, + "TN": 108020387, + "TP": 54927, + "n_pred": 80327, + "n_ref": 81141 + }, + "11": { + "Dice": 0.8363694471077021, + "FN": 420, + "FP": 604, + "IoU": 0.7187585828069212, + "TN": 108123287, + "TP": 2617, + "n_pred": 3221, + "n_ref": 3037 + }, + "12": { + "Dice": 0.8133868808567604, + "FN": 936, + "FP": 458, + "IoU": 0.6854693140794224, + "TN": 108122496, + "TP": 3038, + "n_pred": 3496, + "n_ref": 3974 + }, + "13": { + "Dice": 0.7421509130711891, + "FN": 23858, + "FP": 13362, + "IoU": 0.5900158618258724, + "TN": 108036144, + "TP": 53564, + "n_pred": 66926, + "n_ref": 77422 + }, + "14": { + "Dice": 0.6564304389198378, + "FN": 4366, + "FP": 32823, + "IoU": 0.4885719786566918, + "TN": 108054212, + "TP": 35527, + "n_pred": 68350, + "n_ref": 39893 + }, + "15": { + "Dice": 0.5978690396042502, + "FN": 6806, + "FP": 20670, + "IoU": 0.4264002839189161, + "TN": 108079027, + "TP": 20425, + "n_pred": 41095, + "n_ref": 27231 + }, + "2": { + "Dice": 0.9097663644583333, + "FN": 23873, + "FP": 9160, + "IoU": 0.8344691768809068, + "TN": 107927370, + "TP": 166525, + "n_pred": 175685, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9265045988943341, + "FN": 8343, + "FP": 22101, + "IoU": 0.8630727229386023, + "TN": 107904591, + "TP": 191893, + "n_pred": 213994, + "n_ref": 200236 + }, + "4": { + "Dice": 0.9194880390065518, + "FN": 3136, + "FP": 2148, + "IoU": 0.8509744197196605, + "TN": 108091471, + "TP": 30173, + "n_pred": 32321, + "n_ref": 33309 + }, + "5": { + "Dice": 0.7575949367088608, + "FN": 1483, + "FP": 49, + "IoU": 0.6097809475292919, + "TN": 108123002, + "TP": 2394, + "n_pred": 2443, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9247645072566512, + "FN": 26225, + "FP": 210223, + "IoU": 0.8600576464391191, + "TN": 106437318, + "TP": 1453162, + "n_pred": 1663385, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.6751346969913699, + "FN": 114788, + "FP": 21480, + "IoU": 0.5095874240635707, + "TN": 107849064, + "TP": 141596, + "n_pred": 163076, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9510577472841624, + "FN": 1586, + "FP": 2694, + "IoU": 0.9066826556197536, + "TN": 108081063, + "TP": 41585, + "n_pred": 44279, + "n_ref": 43171 + }, + "9": { + "Dice": 0.8292795577970307, + "FN": 6078, + "FP": 16839, + "IoU": 0.7083497715616529, + "TN": 108048351, + "TP": 55660, + "n_pred": 72499, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7627473775728767, + "FN": 10005, + "FP": 61218, + "IoU": 0.6164847531917872, + "TN": 62384449, + "TP": 114488, + "n_pred": 175706, + "n_ref": 124493 + }, + "10": { + "Dice": 0.749688128939971, + "FN": 14074, + "FP": 16024, + "IoU": 0.5996009046162033, + "TN": 62494990, + "TP": 45072, + "n_pred": 61096, + "n_ref": 59146 + }, + "11": { + "Dice": 0.7787087235091178, + "FN": 472, + "FP": 426, + "IoU": 0.6376109765940274, + "TN": 62567682, + "TP": 1580, + "n_pred": 2006, + "n_ref": 2052 + }, + "12": { + "Dice": 0.7273203985317253, + "FN": 1493, + "FP": 587, + "IoU": 0.5714874330449115, + "TN": 62565306, + "TP": 2774, + "n_pred": 3361, + "n_ref": 4267 + }, + "13": { + "Dice": 0.8189016931693813, + "FN": 9909, + "FP": 4156, + "IoU": 0.6933391474980922, + "TN": 62524295, + "TP": 31800, + "n_pred": 35956, + "n_ref": 41709 + }, + "14": { + "Dice": 0.6759117916875091, + "FN": 171344, + "FP": 4235, + "IoU": 0.5104733864739552, + "TN": 62211489, + "TP": 183092, + "n_pred": 187327, + "n_ref": 354436 + }, + "15": { + "Dice": 0.19179886918812097, + "FN": 79110, + "FP": 23951, + "IoU": 0.10607164541590772, + "TN": 62454870, + "TP": 12229, + "n_pred": 36180, + "n_ref": 91339 + }, + "2": { + "Dice": 0.7952040189381618, + "FN": 34997, + "FP": 33001, + "IoU": 0.6600320979136356, + "TN": 62370147, + "TP": 132015, + "n_pred": 165016, + "n_ref": 167012 + }, + "3": { + "Dice": 0.8247065218231325, + "FN": 40097, + "FP": 27950, + "IoU": 0.7017026275874767, + "TN": 62342042, + "TP": 160071, + "n_pred": 188021, + "n_ref": 200168 + }, + "4": { + "Dice": 0.9149735359399009, + "FN": 2044, + "FP": 1940, + "IoU": 0.843273013375295, + "TN": 62544740, + "TP": 21436, + "n_pred": 23376, + "n_ref": 23480 + }, + "5": { + "Dice": 0.5609003751563151, + "FN": 4811, + "FP": 456, + "IoU": 0.3897578496118642, + "TN": 62561529, + "TP": 3364, + "n_pred": 3820, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9477798320429444, + "FN": 76764, + "FP": 75391, + "IoU": 0.9007428871878707, + "TN": 61037222, + "TP": 1380783, + "n_pred": 1456174, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.6763952918587558, + "FN": 52122, + "FP": 77316, + "IoU": 0.5110251479904652, + "TN": 62305447, + "TP": 135275, + "n_pred": 212591, + "n_ref": 187397 + }, + "8": { + "Dice": 0.8787995434807566, + "FN": 5059, + "FP": 12888, + "IoU": 0.7838023418300969, + "TN": 62487148, + "TP": 65065, + "n_pred": 77953, + "n_ref": 70124 + }, + "9": { + "Dice": 0.7928360796284258, + "FN": 7519, + "FP": 14470, + "IoU": 0.6567758249305404, + "TN": 62506094, + "TP": 42077, + "n_pred": 56547, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8358062490186843, + "FN": 67778, + "FP": 15882, + "IoU": 0.7179271047574092, + "TN": 55084658, + "TP": 212930, + "n_pred": 228812, + "n_ref": 280708 + }, + "10": { + "Dice": 0.7017187182334267, + "FN": 31699, + "FP": 6447, + "IoU": 0.54049821721114, + "TN": 55298232, + "TP": 44870, + "n_pred": 51317, + "n_ref": 76569 + }, + "11": { + "Dice": 0.781708168489644, + "FN": 968, + "FP": 908, + "IoU": 0.6416427889207259, + "TN": 55376013, + "TP": 3359, + "n_pred": 4267, + "n_ref": 4327 + }, + "12": { + "Dice": 0.7944508670520232, + "FN": 1292, + "FP": 486, + "IoU": 0.6589950134253931, + "TN": 55376034, + "TP": 3436, + "n_pred": 3922, + "n_ref": 4728 + }, + "13": { + "Dice": 0.5143395994342059, + "FN": 29781, + "FP": 17601, + "IoU": 0.3462026713765316, + "TN": 55308776, + "TP": 25090, + "n_pred": 42691, + "n_ref": 54871 + }, + "14": { + "Dice": 0.8386583779094984, + "FN": 13972, + "FP": 17276, + "IoU": 0.7221461471430349, + "TN": 55268786, + "TP": 81214, + "n_pred": 98490, + "n_ref": 95186 + }, + "15": { + "Dice": 0.797918760851686, + "FN": 18006, + "FP": 17376, + "IoU": 0.6637810614339336, + "TN": 55276013, + "TP": 69853, + "n_pred": 87229, + "n_ref": 87859 + }, + "2": { + "Dice": 0.7587041925627221, + "FN": 49366, + "FP": 43502, + "IoU": 0.6112194917737681, + "TN": 55142378, + "TP": 146002, + "n_pred": 189504, + "n_ref": 195368 + }, + "3": { + "Dice": 0.745276095615298, + "FN": 50852, + "FP": 40088, + "IoU": 0.5939761671957389, + "TN": 55157271, + "TP": 133037, + "n_pred": 173125, + "n_ref": 183889 + }, + "4": { + "Dice": 0.8679189686924493, + "FN": 1518, + "FP": 275, + "IoU": 0.7666579906298803, + "TN": 55373564, + "TP": 5891, + "n_pred": 6166, + "n_ref": 7409 + }, + "5": { + "Dice": 0.7003212482790271, + "FN": 2588, + "FP": 24, + "IoU": 0.5388418079096046, + "TN": 55375584, + "TP": 3052, + "n_pred": 3076, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9477031887851706, + "FN": 53542, + "FP": 105965, + "IoU": 0.9006044479894315, + "TN": 53776478, + "TP": 1445263, + "n_pred": 1551228, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.6747651761817903, + "FN": 76297, + "FP": 19096, + "IoU": 0.509166499441726, + "TN": 55186899, + "TP": 98956, + "n_pred": 118052, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9483910663975216, + "FN": 3123, + "FP": 1658, + "IoU": 0.9018476698829809, + "TN": 55332538, + "TP": 43929, + "n_pred": 45587, + "n_ref": 47052 + }, + "9": { + "Dice": 0.7950895329518184, + "FN": 12153, + "FP": 7827, + "IoU": 0.6598743680098055, + "TN": 55322505, + "TP": 38763, + "n_pred": 46590, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9608818502110441, + "FN": 13283, + "FP": 9145, + "IoU": 0.9247089471069275, + "TN": 110848731, + "TP": 275456, + "n_pred": 284601, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8216163836399948, + "FN": 12748, + "FP": 17442, + "IoU": 0.6972401620602511, + "TN": 111046899, + "TP": 69526, + "n_pred": 86968, + "n_ref": 82274 + }, + "11": { + "Dice": 0.8113159888860824, + "FN": 422, + "FP": 1072, + "IoU": 0.6825329366765831, + "TN": 111141909, + "TP": 3212, + "n_pred": 4284, + "n_ref": 3634 + }, + "12": { + "Dice": 0.8114189756507136, + "FN": 688, + "FP": 435, + "IoU": 0.6826787228030518, + "TN": 111143076, + "TP": 2416, + "n_pred": 2851, + "n_ref": 3104 + }, + "13": { + "Dice": 0.7083775580507606, + "FN": 24552, + "FP": 6770, + "IoU": 0.5484401130269304, + "TN": 111077251, + "TP": 38042, + "n_pred": 44812, + "n_ref": 62594 + }, + "14": { + "Dice": 0.7054190810413776, + "FN": 6542, + "FP": 22334, + "IoU": 0.5449014972419228, + "TN": 111083165, + "TP": 34574, + "n_pred": 56908, + "n_ref": 41116 + }, + "15": { + "Dice": 0.28923688717308643, + "FN": 5435, + "FP": 92511, + "IoU": 0.16906892895015907, + "TN": 111028740, + "TP": 19929, + "n_pred": 112440, + "n_ref": 25364 + }, + "2": { + "Dice": 0.9026404535440963, + "FN": 26206, + "FP": 1769, + "IoU": 0.8225567057390775, + "TN": 110988959, + "TP": 129681, + "n_pred": 131450, + "n_ref": 155887 + }, + "3": { + "Dice": 0.9352936675111059, + "FN": 12336, + "FP": 19796, + "IoU": 0.878452244502699, + "TN": 110882258, + "TP": 232225, + "n_pred": 252021, + "n_ref": 244561 + }, + "4": { + "Dice": 0.8935530652603824, + "FN": 1894, + "FP": 2143, + "IoU": 0.8075878175492112, + "TN": 111125634, + "TP": 16944, + "n_pred": 19087, + "n_ref": 18838 + }, + "5": { + "Dice": 0.8908279623202776, + "FN": 275, + "FP": 826, + "IoU": 0.803146790631146, + "TN": 111141022, + "TP": 4492, + "n_pred": 5318, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9757269394820645, + "FN": 22577, + "FP": 56115, + "IoU": 0.9526043172400501, + "TN": 109486295, + "TP": 1581628, + "n_pred": 1637743, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.3599868548154197, + "FN": 288328, + "FP": 33013, + "IoU": 0.21950242037535855, + "TN": 110734902, + "TP": 90372, + "n_pred": 123385, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9470292784515497, + "FN": 3243, + "FP": 5405, + "IoU": 0.8993880447681318, + "TN": 111060661, + "TP": 77306, + "n_pred": 82711, + "n_ref": 80549 + }, + "9": { + "Dice": 0.8044988200639341, + "FN": 7786, + "FP": 15576, + "IoU": 0.6729385412291754, + "TN": 111075185, + "TP": 48068, + "n_pred": 63644, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9734023205231941, + "FN": 5499, + "FP": 5250, + "IoU": 0.9481828568122984, + "TN": 96913584, + "TP": 196692, + "n_pred": 201942, + "n_ref": 202191 + }, + "10": { + "Dice": 0.7127267061831213, + "FN": 24080, + "FP": 16485, + "IoU": 0.553671632594679, + "TN": 97030139, + "TP": 50321, + "n_pred": 66806, + "n_ref": 74401 + }, + "11": { + "Dice": 0.7601876282615069, + "FN": 1319, + "FP": 317, + "IoU": 0.6131473161503902, + "TN": 97116796, + "TP": 2593, + "n_pred": 2910, + "n_ref": 3912 + }, + "12": { + "Dice": 0.7335632183908046, + "FN": 2092, + "FP": 226, + "IoU": 0.5792339807587584, + "TN": 97115516, + "TP": 3191, + "n_pred": 3417, + "n_ref": 5283 + }, + "13": { + "Dice": 0.6859185467330794, + "FN": 22108, + "FP": 4691, + "IoU": 0.5219756697941564, + "TN": 97064963, + "TP": 29263, + "n_pred": 33954, + "n_ref": 51371 + }, + "14": { + "Dice": 0.8984496531822315, + "FN": 13753, + "FP": 13273, + "IoU": 0.8156228680583981, + "TN": 96974445, + "TP": 119554, + "n_pred": 132827, + "n_ref": 133307 + }, + "15": { + "Dice": 0.5765068960808412, + "FN": 15727, + "FP": 61804, + "IoU": 0.40499451278942156, + "TN": 96990722, + "TP": 52772, + "n_pred": 114576, + "n_ref": 68499 + }, + "2": { + "Dice": 0.6996419251077259, + "FN": 75170, + "FP": 4014, + "IoU": 0.538037897881079, + "TN": 96949617, + "TP": 92224, + "n_pred": 96238, + "n_ref": 167394 + }, + "3": { + "Dice": 0.8121470882375568, + "FN": 8702, + "FP": 88974, + "IoU": 0.6837101464292884, + "TN": 96812207, + "TP": 211142, + "n_pred": 300116, + "n_ref": 219844 + }, + "4": { + "Dice": 0.8908393978112327, + "FN": 1197, + "FP": 2733, + "IoU": 0.8031653811479516, + "TN": 97101059, + "TP": 16036, + "n_pred": 18769, + "n_ref": 17233 + }, + "5": { + "Dice": 0.5913553113553114, + "FN": 6404, + "FP": 1963, + "IoU": 0.41980445184106513, + "TN": 97106604, + "TP": 6054, + "n_pred": 8017, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9581441752976516, + "FN": 31883, + "FP": 104044, + "IoU": 0.9196514072101937, + "TN": 95429309, + "TP": 1555789, + "n_pred": 1659833, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.6451522706619754, + "FN": 160637, + "FP": 22111, + "IoU": 0.4761806487118632, + "TN": 96772149, + "TP": 166128, + "n_pred": 188239, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9482008499284988, + "FN": 6284, + "FP": 3967, + "IoU": 0.9015037232764833, + "TN": 97016950, + "TP": 93824, + "n_pred": 97791, + "n_ref": 100108 + }, + "9": { + "Dice": 0.8990973862021733, + "FN": 7489, + "FP": 12253, + "IoU": 0.8166911177552044, + "TN": 97013327, + "TP": 87956, + "n_pred": 100209, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9540260825648795, + "FN": 11068, + "FP": 6865, + "IoU": 0.9120935681687835, + "TN": 78852404, + "TP": 186068, + "n_pred": 192933, + "n_ref": 197136 + }, + "10": { + "Dice": 0.41518627550502485, + "FN": 66427, + "FP": 8466, + "IoU": 0.2619779656674353, + "TN": 78954927, + "TP": 26585, + "n_pred": 35051, + "n_ref": 93012 + }, + "11": { + "Dice": 0.7557560672059739, + "FN": 580, + "FP": 990, + "IoU": 0.6074018504626156, + "TN": 79052406, + "TP": 2429, + "n_pred": 3419, + "n_ref": 3009 + }, + "12": { + "Dice": 0.5433591535990931, + "FN": 1566, + "FP": 851, + "IoU": 0.37302204928664073, + "TN": 79052550, + "TP": 1438, + "n_pred": 2289, + "n_ref": 3004 + }, + "13": { + "Dice": 0.6475404114438428, + "FN": 33007, + "FP": 2338, + "IoU": 0.47878725318154336, + "TN": 78988592, + "TP": 32468, + "n_pred": 34806, + "n_ref": 65475 + }, + "14": { + "Dice": 0.6474877307782192, + "FN": 10172, + "FP": 19996, + "IoU": 0.47872965407609636, + "TN": 78998531, + "TP": 27706, + "n_pred": 47702, + "n_ref": 37878 + }, + "15": { + "Dice": 0.6536187851809981, + "FN": 10780, + "FP": 18634, + "IoU": 0.4854633873281321, + "TN": 78999239, + "TP": 27752, + "n_pred": 46386, + "n_ref": 38532 + }, + "2": { + "Dice": 0.8818009871457702, + "FN": 5285, + "FP": 23524, + "IoU": 0.788590382399777, + "TN": 78920134, + "TP": 107462, + "n_pred": 130986, + "n_ref": 112747 + }, + "3": { + "Dice": 0.8805836403298365, + "FN": 24094, + "FP": 2292, + "IoU": 0.786645319878388, + "TN": 78932733, + "TP": 97286, + "n_pred": 99578, + "n_ref": 121380 + }, + "4": { + "Dice": 0.8342857142857143, + "FN": 1036, + "FP": 1922, + "IoU": 0.7156862745098039, + "TN": 79046001, + "TP": 7446, + "n_pred": 9368, + "n_ref": 8482 + }, + "5": { + "Dice": 0.8906198573779485, + "FN": 899, + "FP": 98, + "IoU": 0.8028085443037974, + "TN": 79051349, + "TP": 4059, + "n_pred": 4157, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9308589353114637, + "FN": 31035, + "FP": 160245, + "IoU": 0.8706605386845214, + "TN": 77577506, + "TP": 1287619, + "n_pred": 1447864, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.6648083642598259, + "FN": 228907, + "FP": 18207, + "IoU": 0.49791231944864917, + "TN": 78564232, + "TP": 245059, + "n_pred": 263266, + "n_ref": 473966 + }, + "8": { + "Dice": 0.9346670532521504, + "FN": 2514, + "FP": 1542, + "IoU": 0.8773473646012883, + "TN": 79023336, + "TP": 29013, + "n_pred": 30555, + "n_ref": 31527 + }, + "9": { + "Dice": 0.8945952277842066, + "FN": 8286, + "FP": 6561, + "IoU": 0.80929198992961, + "TN": 78978553, + "TP": 63005, + "n_pred": 69566, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9073437938922108, + "FN": 7320, + "FP": 38858, + "IoU": 0.8304019039294254, + "TN": 122439661, + "TP": 226101, + "n_pred": 264959, + "n_ref": 233421 + }, + "10": { + "Dice": 0.7170242091644752, + "FN": 25600, + "FP": 41330, + "IoU": 0.5588758683416158, + "TN": 122560214, + "TP": 84796, + "n_pred": 126126, + "n_ref": 110396 + }, + "11": { + "Dice": 0.7029731275014294, + "FN": 1723, + "FP": 355, + "IoU": 0.5419880978620234, + "TN": 122707403, + "TP": 2459, + "n_pred": 2814, + "n_ref": 4182 + }, + "12": { + "Dice": 0.6429609368322079, + "FN": 2529, + "FP": 1648, + "IoU": 0.47379692617787855, + "TN": 122704002, + "TP": 3761, + "n_pred": 5409, + "n_ref": 6290 + }, + "13": { + "Dice": 0.11283296899036516, + "FN": 50316, + "FP": 4471, + "IoU": 0.05978960374800501, + "TN": 122653669, + "TP": 3484, + "n_pred": 7955, + "n_ref": 53800 + }, + "14": { + "Dice": 0.7005406417487772, + "FN": 17899, + "FP": 58871, + "IoU": 0.5391016173768957, + "TN": 122545374, + "TP": 89796, + "n_pred": 148667, + "n_ref": 107695 + }, + "15": { + "Dice": 0.7021908847939232, + "FN": 11154, + "FP": 22720, + "IoU": 0.541058678480944, + "TN": 122638131, + "TP": 39935, + "n_pred": 62655, + "n_ref": 51089 + }, + "2": { + "Dice": 0.6031619029257242, + "FN": 74372, + "FP": 7960, + "IoU": 0.4318051635254415, + "TN": 122567039, + "TP": 62569, + "n_pred": 70529, + "n_ref": 136941 + }, + "3": { + "Dice": 0.7211361298491883, + "FN": 3218, + "FP": 107117, + "IoU": 0.5638881093451701, + "TN": 122458943, + "TP": 142662, + "n_pred": 249779, + "n_ref": 145880 + }, + "4": { + "Dice": 0.569371891324452, + "FN": 31305, + "FP": 20382, + "IoU": 0.3979873510604843, + "TN": 122626083, + "TP": 34170, + "n_pred": 54552, + "n_ref": 65475 + }, + "5": { + "Dice": 0.4893840316460806, + "FN": 11147, + "FP": 1503, + "IoU": 0.32396323215049166, + "TN": 122693228, + "TP": 6062, + "n_pred": 7565, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9553411601668588, + "FN": 41161, + "FP": 114940, + "IoU": 0.9145006233034425, + "TN": 120886184, + "TP": 1669655, + "n_pred": 1784595, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.6777094865432335, + "FN": 211172, + "FP": 126524, + "IoU": 0.5125269217666453, + "TN": 122019192, + "TP": 355052, + "n_pred": 481576, + "n_ref": 566224 + }, + "8": { + "Dice": 0.9134327298544551, + "FN": 7793, + "FP": 16593, + "IoU": 0.8406591611507876, + "TN": 122558897, + "TP": 128657, + "n_pred": 145250, + "n_ref": 136450 + }, + "9": { + "Dice": 0.7560056937667313, + "FN": 10216, + "FP": 31437, + "IoU": 0.6077244003277361, + "TN": 122605757, + "TP": 64530, + "n_pred": 95967, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/loop_002/summary_cross_val.json b/nnActive_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/loop_002/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..bde681d0b312e86463e02d3df73ae2c1d192caca --- /dev/null +++ b/nnActive_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/loop_002/summary_cross_val.json @@ -0,0 +1,14412 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.5711422523194336, + "FN": 616.3254901960786, + "FP": 492.3764705882353, + "IoU": 0.49609258641529375, + "TN": 243152.52156862742, + "TP": 3125.129411764705, + "n_pred": 3617.5058823529403, + "n_ref": 3741.454901960785 + }, + "mean": { + "1": { + "Dice": 0.4856045721881208, + "FN": 206.11764705882354, + "FP": 88.88235294117646, + "IoU": 0.47210300750364126, + "TN": 244117.58823529413, + "TP": 2973.764705882353, + "n_pred": 3062.6470588235293, + "n_ref": 3179.8823529411766 + }, + "10": { + "Dice": 0.35599195214591445, + "FN": 453.8235294117647, + "FP": 774.8823529411765, + "IoU": 0.2809357687009284, + "TN": 244669.35294117648, + "TP": 1488.2941176470588, + "n_pred": 2263.176470588235, + "n_ref": 1942.1176470588234 + }, + "11": { + "Dice": 0.7020892444129928, + "FN": 173.94117647058823, + "FP": 85.6470588235294, + "IoU": 0.5608491710237896, + "TN": 246848.0, + "TP": 278.7647058823529, + "n_pred": 364.4117647058824, + "n_ref": 452.70588235294116 + }, + "12": { + "Dice": 0.13392861781994989, + "FN": 123.52941176470588, + "FP": 9.352941176470589, + "IoU": 0.09419438572102717, + "TN": 247157.0588235294, + "TP": 96.41176470588235, + "n_pred": 105.76470588235294, + "n_ref": 219.94117647058823 + }, + "13": { + "Dice": 0.4492410690030736, + "FN": 721.7058823529412, + "FP": 717.9411764705883, + "IoU": 0.34057342073949454, + "TN": 244558.82352941178, + "TP": 1387.8823529411766, + "n_pred": 2105.823529411765, + "n_ref": 2109.5882352941176 + }, + "14": { + "Dice": 0.6160617014061815, + "FN": 2495.8823529411766, + "FP": 1572.2941176470588, + "IoU": 0.5110777310197688, + "TN": 238914.58823529413, + "TP": 4403.588235294118, + "n_pred": 5975.882352941177, + "n_ref": 6899.470588235294 + }, + "15": { + "Dice": 0.7286722006217927, + "FN": 1619.0, + "FP": 778.2352941176471, + "IoU": 0.5950318574930917, + "TN": 241726.76470588235, + "TP": 3262.3529411764707, + "n_pred": 4040.5882352941176, + "n_ref": 4881.35294117647 + }, + "2": { + "Dice": 0.710323191224448, + "FN": 115.3529411764706, + "FP": 301.1764705882353, + "IoU": 0.6751112064321719, + "TN": 243644.58823529413, + "TP": 3325.235294117647, + "n_pred": 3626.4117647058824, + "n_ref": 3440.5882352941176 + }, + "3": { + "Dice": 0.7044164933593642, + "FN": 424.0, + "FP": 107.3529411764706, + "IoU": 0.6662349819457923, + "TN": 242601.0588235294, + "TP": 4253.941176470588, + "n_pred": 4361.294117647059, + "n_ref": 4677.941176470588 + }, + "4": { + "Dice": 0.7061241725628556, + "FN": 846.9411764705883, + "FP": 83.11764705882354, + "IoU": 0.5684530788852927, + "TN": 244743.0588235294, + "TP": 1713.235294117647, + "n_pred": 1796.3529411764705, + "n_ref": 2560.176470588235 + }, + "5": { + "Dice": 0.5497874619619486, + "FN": 64.76470588235294, + "FP": 91.82352941176471, + "IoU": 0.4730918063672494, + "TN": 246742.41176470587, + "TP": 487.3529411764706, + "n_pred": 579.1764705882352, + "n_ref": 552.1176470588235 + }, + "6": { + "Dice": 0.5344660451660442, + "FN": 376.4117647058824, + "FP": 1055.4117647058824, + "IoU": 0.5149560392958838, + "TN": 230309.9411764706, + "TP": 15644.588235294117, + "n_pred": 16700.0, + "n_ref": 16021.0 + }, + "7": { + "Dice": 0.3698915760599459, + "FN": 65.05882352941177, + "FP": 833.7058823529412, + "IoU": 0.33242785483902065, + "TN": 245190.0588235294, + "TP": 1297.5294117647059, + "n_pred": 2131.235294117647, + "n_ref": 1362.5882352941176 + }, + "8": { + "Dice": 0.9003652726709678, + "FN": 1265.3529411764705, + "FP": 701.5882352941177, + "IoU": 0.8362941200695972, + "TN": 240602.58823529413, + "TP": 4816.823529411765, + "n_pred": 5518.411764705882, + "n_ref": 6082.176470588235 + }, + "9": { + "Dice": 0.620170214187905, + "FN": 293.0, + "FP": 184.23529411764707, + "IoU": 0.5200543661926563, + "TN": 245461.9411764706, + "TP": 1447.1764705882354, + "n_pred": 1631.4117647058824, + "n_ref": 1740.1764705882354 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.589373744750776, + "FN": 223, + "FP": 4275, + "IoU": 0.417809992234015, + "TN": 342738, + "TP": 3228, + "n_pred": 7503, + "n_ref": 3451 + }, + "11": { + "Dice": 0.8224625043599582, + "FN": 292, + "FP": 217, + "IoU": 0.6984597156398105, + "TN": 348776, + "TP": 1179, + "n_pred": 1396, + "n_ref": 1471 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7617496372197707, + "FN": 5842, + "FP": 2203, + "IoU": 0.6151822443317708, + "TN": 329558, + "TP": 12861, + "n_pred": 15064, + "n_ref": 18703 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9205505916445303, + "FN": 573, + "FP": 2059, + "IoU": 0.8527964205816555, + "TN": 332584, + "TP": 15248, + "n_pred": 17307, + "n_ref": 15821 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.863153006733225, + "FN": 2861, + "FP": 86, + "IoU": 0.7592516951229474, + "TN": 338223, + "TP": 9294, + "n_pred": 9380, + "n_ref": 12155 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.962653439759915, + "FN": 1122, + "FP": 2462, + "IoU": 0.9279959819186339, + "TN": 300689, + "TP": 46191, + "n_pred": 48653, + "n_ref": 47313 + }, + "7": { + "Dice": 0.6609071274298056, + "FN": 12, + "FP": 302, + "IoU": 0.4935483870967742, + "TN": 349844, + "TP": 306, + "n_pred": 608, + "n_ref": 318 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8563418571064481, + "FN": 1189, + "FP": 502, + "IoU": 0.7487743277373348, + "TN": 343733, + "TP": 5040, + "n_pred": 5542, + "n_ref": 6229 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.24258521469676847, + "FN": 43, + "FP": 1668, + "IoU": 0.1380352644836272, + "TN": 173247, + "TP": 274, + "n_pred": 1942, + "n_ref": 317 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7694837752196061, + "FN": 10215, + "FP": 1279, + "IoU": 0.6253341156529109, + "TN": 144554, + "TP": 19184, + "n_pred": 20463, + "n_ref": 29399 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9626798926742012, + "FN": 1923, + "FP": 3126, + "IoU": 0.9280451481423421, + "TN": 105063, + "TP": 65120, + "n_pred": 68246, + "n_ref": 67043 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 18, + "IoU": 0.0, + "TN": 175214, + "TP": 0, + "n_pred": 18, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 27, + "FP": 0, + "IoU": 0.0, + "TN": 350437, + "TP": 0, + "n_pred": 0, + "n_ref": 27 + }, + "11": { + "Dice": 0.7967450911020697, + "FN": 303, + "FP": 846, + "IoU": 0.6621581887680094, + "TN": 347063, + "TP": 2252, + "n_pred": 3098, + "n_ref": 2555 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8063849037094482, + "FN": 731, + "FP": 2265, + "IoU": 0.6755820249052518, + "TN": 341229, + "TP": 6239, + "n_pred": 8504, + "n_ref": 6970 + }, + "14": { + "Dice": 0.6134420829738844, + "FN": 250, + "FP": 4679, + "IoU": 0.442420814479638, + "TN": 341624, + "TP": 3911, + "n_pred": 8590, + "n_ref": 4161 + }, + "15": { + "Dice": 0.4704336399474376, + "FN": 17405, + "FP": 2342, + "IoU": 0.3075601374570447, + "TN": 321946, + "TP": 8771, + "n_pred": 11113, + "n_ref": 26176 + }, + "2": { + "Dice": 0.966218167119016, + "FN": 1106, + "FP": 649, + "IoU": 0.9346441738353256, + "TN": 323611, + "TP": 25098, + "n_pred": 25747, + "n_ref": 26204 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.48573573573573575, + "FN": 1322, + "FP": 48, + "IoU": 0.32077342588001984, + "TN": 348447, + "TP": 647, + "n_pred": 695, + "n_ref": 1969 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.963999317522607, + "FN": 1086, + "FP": 2712, + "IoU": 0.9305006587615283, + "TN": 295816, + "TP": 50850, + "n_pred": 53562, + "n_ref": 51936 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9150879390428475, + "FN": 1750, + "FP": 1504, + "IoU": 0.8434673850298249, + "TN": 329676, + "TP": 17534, + "n_pred": 19038, + "n_ref": 19284 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6813160020114899, + "FN": 2563, + "FP": 18350, + "IoU": 0.5166635850975316, + "TN": 131964, + "TP": 22355, + "n_pred": 40705, + "n_ref": 24918 + }, + "15": { + "Dice": 0.7392482034273079, + "FN": 3225, + "FP": 6209, + "IoU": 0.5863550664269742, + "TN": 152425, + "TP": 13373, + "n_pred": 19582, + "n_ref": 16598 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 1685, + "FP": 0, + "IoU": 0.0, + "TN": 348779, + "TP": 0, + "n_pred": 0, + "n_ref": 1685 + }, + "10": { + "Dice": 0.716298877274487, + "FN": 6475, + "FP": 853, + "IoU": 0.5579950539839557, + "TN": 333885, + "TP": 9251, + "n_pred": 10104, + "n_ref": 15726 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.15257048092868988, + "FN": 421, + "FP": 90, + "IoU": 0.08258527827648116, + "TN": 349907, + "TP": 46, + "n_pred": 136, + "n_ref": 467 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.022045056471583016, + "FN": 32365, + "FP": 19, + "IoU": 0.011145378484839232, + "TN": 317715, + "TP": 365, + "n_pred": 384, + "n_ref": 32730 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1152, + "IoU": 0.0, + "TN": 349312, + "TP": 0, + "n_pred": 1152, + "n_ref": 0 + }, + "3": { + "Dice": 0.8802735679164727, + "FN": 5539, + "FP": 378, + "IoU": 0.7861505656149481, + "TN": 322795, + "TP": 21752, + "n_pred": 22130, + "n_ref": 27291 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 442, + "IoU": 0.0, + "TN": 350022, + "TP": 0, + "n_pred": 442, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 219, + "IoU": 0.0, + "TN": 350245, + "TP": 0, + "n_pred": 219, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 1171, + "IoU": 0.0, + "TN": 349293, + "TP": 0, + "n_pred": 1171, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 957, + "IoU": 0.0, + "TN": 349507, + "TP": 0, + "n_pred": 957, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 126, + "IoU": 0.0, + "TN": 350338, + "TP": 0, + "n_pred": 126, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 473, + "IoU": 0.0, + "TN": 349991, + "TP": 0, + "n_pred": 473, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.6710598695510626, + "FN": 19457, + "FP": 9844, + "IoU": 0.504958691648786, + "TN": 291275, + "TP": 29888, + "n_pred": 39732, + "n_ref": 49345 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 498, + "IoU": 0.0, + "TN": 349966, + "TP": 0, + "n_pred": 498, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8302790908502234, + "FN": 990, + "FP": 4252, + "IoU": 0.7098095659875997, + "TN": 157168, + "TP": 12822, + "n_pred": 17074, + "n_ref": 13812 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6510012259910094, + "FN": 1673, + "FP": 35, + "IoU": 0.4825810360496819, + "TN": 171931, + "TP": 1593, + "n_pred": 1628, + "n_ref": 3266 + }, + "13": { + "Dice": 0.013986013986013986, + "FN": 66, + "FP": 75, + "IoU": 0.007042253521126761, + "TN": 175090, + "TP": 1, + "n_pred": 76, + "n_ref": 67 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9612203731719616, + "FN": 541, + "FP": 997, + "IoU": 0.9253361813680275, + "TN": 154633, + "TP": 19061, + "n_pred": 20058, + "n_ref": 19602 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9741727199354318, + "FN": 104, + "FP": 728, + "IoU": 0.9496459480723839, + "TN": 158709, + "TP": 15691, + "n_pred": 16419, + "n_ref": 15795 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9614125582779486, + "FN": 286, + "FP": 103, + "IoU": 0.9256924546322827, + "TN": 345229, + "TP": 4846, + "n_pred": 4949, + "n_ref": 5132 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7444246208742195, + "FN": 730, + "FP": 416, + "IoU": 0.5928952042628775, + "TN": 347649, + "TP": 1669, + "n_pred": 2085, + "n_ref": 2399 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2366, + "IoU": 0.0, + "TN": 348098, + "TP": 0, + "n_pred": 2366, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3406, + "IoU": 0.0, + "TN": 347058, + "TP": 0, + "n_pred": 3406, + "n_ref": 0 + }, + "8": { + "Dice": 0.9576957354419099, + "FN": 1604, + "FP": 627, + "IoU": 0.9188254984718381, + "TN": 322980, + "TP": 25253, + "n_pred": 25880, + "n_ref": 26857 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 175221, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8284929144889273, + "FN": 3133, + "FP": 3233, + "IoU": 0.707202649250299, + "TN": 153490, + "TP": 15376, + "n_pred": 18609, + "n_ref": 18509 + }, + "15": { + "Dice": 0.8407962644384369, + "FN": 4558, + "FP": 1920, + "IoU": 0.7253222523744912, + "TN": 151648, + "TP": 17106, + "n_pred": 19026, + "n_ref": 21664 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9350124510850232, + "FN": 4119, + "FP": 448, + "IoU": 0.8779562277865369, + "TN": 137811, + "TP": 32854, + "n_pred": 33302, + "n_ref": 36973 + }, + "15": { + "Dice": 0.8642106946739884, + "FN": 2335, + "FP": 2759, + "IoU": 0.7608899737138566, + "TN": 153928, + "TP": 16210, + "n_pred": 18969, + "n_ref": 18545 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.4870601377769503, + "FN": 2362, + "FP": 393, + "IoU": 0.3219296086635491, + "TN": 171169, + "TP": 1308, + "n_pred": 1701, + "n_ref": 3670 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 175228, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9545240061342456, + "FN": 282, + "FP": 1260, + "IoU": 0.9130042313117066, + "TN": 157507, + "TP": 16183, + "n_pred": 17443, + "n_ref": 16465 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9698301320670022, + "FN": 687, + "FP": 3144, + "IoU": 0.9414273919823869, + "TN": 109826, + "TP": 61575, + "n_pred": 64719, + "n_ref": 62262 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7505285412262156, + "FN": 18, + "FP": 218, + "IoU": 0.6006768189509306, + "TN": 174641, + "TP": 355, + "n_pred": 573, + "n_ref": 373 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9810057304745348, + "FN": 1533, + "FP": 237, + "IoU": 0.9627195753822824, + "TN": 302986, + "TP": 45708, + "n_pred": 45945, + "n_ref": 47241 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 6, + "FP": 7, + "IoU": 0.0, + "TN": 350451, + "TP": 0, + "n_pred": 7, + "n_ref": 6 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9761720323490224, + "FN": 1128, + "FP": 410, + "IoU": 0.9534531808001937, + "TN": 317422, + "TP": 31504, + "n_pred": 31914, + "n_ref": 32632 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9597816571399145, + "FN": 413, + "FP": 368, + "IoU": 0.9226732673267327, + "TN": 340364, + "TP": 9319, + "n_pred": 9687, + "n_ref": 9732 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 2836, + "IoU": 0.0, + "TN": 347628, + "TP": 0, + "n_pred": 2836, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.4214995754033668, + "FN": 5587, + "FP": 5994, + "IoU": 0.2670253164556962, + "TN": 334664, + "TP": 4219, + "n_pred": 10213, + "n_ref": 9806 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 40, + "IoU": 0.0, + "TN": 350424, + "TP": 0, + "n_pred": 40, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 450, + "IoU": 0.0, + "TN": 350014, + "TP": 0, + "n_pred": 450, + "n_ref": 0 + }, + "7": { + "Dice": 0.02113127001067236, + "FN": 63, + "FP": 9109, + "IoU": 0.01067845971308381, + "TN": 341193, + "TP": 99, + "n_pred": 9208, + "n_ref": 162 + }, + "8": { + "Dice": 0.9372362869198312, + "FN": 218, + "FP": 258, + "IoU": 0.8818858560794045, + "TN": 346434, + "TP": 3554, + "n_pred": 3812, + "n_ref": 3772 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 12, + "IoU": 0.0, + "TN": 175220, + "TP": 0, + "n_pred": 12, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9049377650116264, + "FN": 371, + "FP": 1019, + "IoU": 0.8263802148388708, + "TN": 167226, + "TP": 6616, + "n_pred": 7635, + "n_ref": 6987 + }, + "6": { + "Dice": 0.951031624470673, + "FN": 1581, + "FP": 2767, + "IoU": 0.9066351728580632, + "TN": 128662, + "TP": 42222, + "n_pred": 44989, + "n_ref": 43803 + }, + "7": { + "Dice": 0.9474209778392287, + "FN": 618, + "FP": 751, + "IoU": 0.9000948697365541, + "TN": 161529, + "TP": 12334, + "n_pred": 13085, + "n_ref": 12952 + }, + "8": { + "Dice": 0.9616617515066034, + "FN": 128, + "FP": 470, + "IoU": 0.9261546060755742, + "TN": 167134, + "TP": 7500, + "n_pred": 7970, + "n_ref": 7628 + }, + "9": { + "Dice": 0.5788927335640138, + "FN": 2024, + "FP": 410, + "IoU": 0.40735329924519115, + "TN": 171125, + "TP": 1673, + "n_pred": 2083, + "n_ref": 3697 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.4565572341617877, + "FN": 879.4745098039216, + "FP": 782.1294117647059, + "IoU": 0.3870877949291322, + "TN": 221566.4705882353, + "TP": 3542.7490196078425, + "n_pred": 4324.878431372549, + "n_ref": 4422.2235294117645 + }, + "mean": { + "1": { + "Dice": 0.6394172147913365, + "FN": 1256.8823529411766, + "FP": 173.1764705882353, + "IoU": 0.60717356212075, + "TN": 218099.9411764706, + "TP": 7240.823529411765, + "n_pred": 7414.0, + "n_ref": 8497.70588235294 + }, + "10": { + "Dice": 0.45518818356372526, + "FN": 1369.6470588235295, + "FP": 154.47058823529412, + "IoU": 0.35372077257997314, + "TN": 223948.41176470587, + "TP": 1298.2941176470588, + "n_pred": 1452.764705882353, + "n_ref": 2667.9411764705883 + }, + "11": { + "Dice": 0.33341880889800624, + "FN": 42.35294117647059, + "FP": 71.0, + "IoU": 0.2521701388888889, + "TN": 226585.0, + "TP": 72.47058823529412, + "n_pred": 143.47058823529412, + "n_ref": 114.82352941176471 + }, + "12": { + "Dice": 0.5011727173630628, + "FN": 283.7647058823529, + "FP": 72.88235294117646, + "IoU": 0.37179164426168915, + "TN": 226195.41176470587, + "TP": 218.76470588235293, + "n_pred": 291.6470588235294, + "n_ref": 502.52941176470586 + }, + "13": { + "Dice": 0.3162208904991996, + "FN": 1370.4705882352941, + "FP": 646.7647058823529, + "IoU": 0.23502390381641813, + "TN": 223564.70588235295, + "TP": 1188.8823529411766, + "n_pred": 1835.6470588235295, + "n_ref": 2559.3529411764707 + }, + "14": { + "Dice": 0.2915552956899432, + "FN": 546.1764705882352, + "FP": 317.5882352941176, + "IoU": 0.20577138477863585, + "TN": 225496.41176470587, + "TP": 410.6470588235294, + "n_pred": 728.2352941176471, + "n_ref": 956.8235294117648 + }, + "15": { + "Dice": 0.0, + "FN": 0.0, + "FP": 1084.3529411764705, + "IoU": 0.0, + "TN": 225686.4705882353, + "TP": 0.0, + "n_pred": 1084.3529411764705, + "n_ref": 0.0 + }, + "2": { + "Dice": 0.19187904613619602, + "FN": 68.29411764705883, + "FP": 1959.1176470588234, + "IoU": 0.184391857305981, + "TN": 223366.0588235294, + "TP": 1377.3529411764705, + "n_pred": 3336.470588235294, + "n_ref": 1445.6470588235295 + }, + "3": { + "Dice": 0.6647941900153338, + "FN": 2228.470588235294, + "FP": 426.8235294117647, + "IoU": 0.5856873790631355, + "TN": 218710.64705882352, + "TP": 5404.882352941177, + "n_pred": 5831.705882352941, + "n_ref": 7633.35294117647 + }, + "4": { + "Dice": 0.11854599948714051, + "FN": 564.4117647058823, + "FP": 181.41176470588235, + "IoU": 0.07733613492869279, + "TN": 225758.64705882352, + "TP": 266.3529411764706, + "n_pred": 447.7647058823529, + "n_ref": 830.7647058823529 + }, + "5": { + "Dice": 0.766433293693744, + "FN": 495.7647058823529, + "FP": 45.470588235294116, + "IoU": 0.6279531874564537, + "TN": 225347.70588235295, + "TP": 881.8823529411765, + "n_pred": 927.3529411764706, + "n_ref": 1377.6470588235295 + }, + "6": { + "Dice": 0.466007105784195, + "FN": 1689.5882352941176, + "FP": 5367.882352941177, + "IoU": 0.41734674214337564, + "TN": 199440.76470588235, + "TP": 20272.58823529412, + "n_pred": 25640.470588235294, + "n_ref": 21962.176470588234 + }, + "7": { + "Dice": 0.48164072022147736, + "FN": 2322.6470588235293, + "FP": 684.8823529411765, + "IoU": 0.4045292984865177, + "TN": 219424.76470588235, + "TP": 4338.529411764706, + "n_pred": 5023.411764705882, + "n_ref": 6661.176470588235 + }, + "8": { + "Dice": 0.8255557040363602, + "FN": 267.4117647058824, + "FP": 240.8235294117647, + "IoU": 0.7962354376332149, + "TN": 220141.11764705883, + "TP": 6121.470588235294, + "n_pred": 6362.294117647059, + "n_ref": 6388.882352941177 + }, + "9": { + "Dice": 0.7965293422470949, + "FN": 686.2352941176471, + "FP": 305.29411764705884, + "IoU": 0.6871854804732556, + "TN": 221731.0, + "TP": 4048.294117647059, + "n_pred": 4353.588235294118, + "n_ref": 4734.529411764706 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9890265380157451, + "FN": 1836, + "FP": 1080, + "IoU": 0.9782912956731485, + "TN": 216140, + "TP": 131408, + "n_pred": 132488, + "n_ref": 133244 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8886269332327423, + "FN": 2037, + "FP": 325, + "IoU": 0.7995757318625372, + "TN": 163447, + "TP": 9423, + "n_pred": 9748, + "n_ref": 11460 + }, + "10": { + "Dice": 0.0, + "FN": 2080, + "FP": 0, + "IoU": 0.0, + "TN": 173152, + "TP": 0, + "n_pred": 0, + "n_ref": 2080 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 135, + "IoU": 0.0, + "TN": 175097, + "TP": 0, + "n_pred": 135, + "n_ref": 0 + }, + "12": { + "Dice": 0.36968576709796674, + "FN": 2218, + "FP": 851, + "IoU": 0.22675736961451248, + "TN": 171263, + "TP": 900, + "n_pred": 1751, + "n_ref": 3118 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 97, + "IoU": 0.0, + "TN": 175135, + "TP": 0, + "n_pred": 97, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 15811, + "IoU": 0.0, + "TN": 159421, + "TP": 0, + "n_pred": 15811, + "n_ref": 0 + }, + "3": { + "Dice": 0.0005003439864907124, + "FN": 15981, + "FP": 0, + "IoU": 0.00025023459493274944, + "TN": 159247, + "TP": 4, + "n_pred": 4, + "n_ref": 15985 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1260, + "IoU": 0.0, + "TN": 173972, + "TP": 0, + "n_pred": 1260, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 3073, + "IoU": 0.0, + "TN": 172159, + "TP": 0, + "n_pred": 3073, + "n_ref": 0 + }, + "8": { + "Dice": 0.9630021141649049, + "FN": 505, + "FP": 265, + "IoU": 0.928644240570846, + "TN": 164441, + "TP": 10021, + "n_pred": 10286, + "n_ref": 10526 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9496058683937626, + "FN": 6491, + "FP": 1430, + "IoU": 0.9040471950672917, + "TN": 267913, + "TP": 74630, + "n_pred": 76060, + "n_ref": 81121 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.650185609351552, + "FN": 301, + "FP": 4128, + "IoU": 0.48168519602106497, + "TN": 341919, + "TP": 4116, + "n_pred": 8244, + "n_ref": 4417 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7044347603178672, + "FN": 807, + "FP": 346, + "IoU": 0.5437277404036407, + "TN": 172705, + "TP": 1374, + "n_pred": 1720, + "n_ref": 2181 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.1846216602080359, + "FN": 19833, + "FP": 156, + "IoU": 0.1016987237102283, + "TN": 152980, + "TP": 2263, + "n_pred": 2419, + "n_ref": 22096 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.47016632016632015, + "FN": 9595, + "FP": 599, + "IoU": 0.3073316572671061, + "TN": 160515, + "TP": 4523, + "n_pred": 5122, + "n_ref": 14118 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.7897101626743781, + "FN": 20003, + "FP": 2322, + "IoU": 0.6524967312122533, + "TN": 110988, + "TP": 41919, + "n_pred": 44241, + "n_ref": 61922 + }, + "7": { + "Dice": 0.7508194899716651, + "FN": 316, + "FP": 4169, + "IoU": 0.6010496352962107, + "TN": 163990, + "TP": 6757, + "n_pred": 10926, + "n_ref": 7073 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.874573055028463, + "FN": 825, + "FP": 497, + "IoU": 0.7771033552520654, + "TN": 169301, + "TP": 4609, + "n_pred": 5106, + "n_ref": 5434 + }, + "6": { + "Dice": 0.9106505860370308, + "FN": 673, + "FP": 379, + "IoU": 0.8359582098861688, + "TN": 168819, + "TP": 5361, + "n_pred": 5740, + "n_ref": 6034 + }, + "7": { + "Dice": 0.8611111111111112, + "FN": 373, + "FP": 47, + "IoU": 0.7560975609756098, + "TN": 173510, + "TP": 1302, + "n_pred": 1349, + "n_ref": 1675 + }, + "8": { + "Dice": 0.958893660300599, + "FN": 1745, + "FP": 1165, + "IoU": 0.9210333505196603, + "TN": 138381, + "TP": 33941, + "n_pred": 35106, + "n_ref": 35686 + }, + "9": { + "Dice": 0.5635864592863677, + "FN": 77, + "FP": 400, + "IoU": 0.3923566878980892, + "TN": 174447, + "TP": 308, + "n_pred": 708, + "n_ref": 385 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7368421052631579, + "FN": 1, + "FP": 4, + "IoU": 0.5833333333333334, + "TN": 350452, + "TP": 7, + "n_pred": 11, + "n_ref": 8 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.5831105913798864, + "FN": 9285, + "FP": 697, + "IoU": 0.4115427695572717, + "TN": 333501, + "TP": 6981, + "n_pred": 7678, + "n_ref": 16266 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 5670, + "IoU": 0.0, + "TN": 344794, + "TP": 0, + "n_pred": 5670, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 350461, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "5": { + "Dice": 0.7426900584795322, + "FN": 80, + "FP": 8, + "IoU": 0.5906976744186047, + "TN": 350249, + "TP": 127, + "n_pred": 135, + "n_ref": 207 + }, + "6": { + "Dice": 0.9703178243072373, + "FN": 3070, + "FP": 2470, + "IoU": 0.94234691753736, + "TN": 254372, + "TP": 90552, + "n_pred": 93022, + "n_ref": 93622 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 350454, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "8": { + "Dice": 0.9688841201716738, + "FN": 88, + "FP": 28, + "IoU": 0.9396462018730489, + "TN": 348542, + "TP": 1806, + "n_pred": 1834, + "n_ref": 1894 + }, + "9": { + "Dice": 0.910889176502405, + "FN": 2936, + "FP": 1677, + "IoU": 0.8363604114934374, + "TN": 322274, + "TP": 23577, + "n_pred": 25254, + "n_ref": 26513 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.039469374385849985, + "FN": 11730, + "FP": 0, + "IoU": 0.020131985631943863, + "TN": 163261, + "TP": 241, + "n_pred": 241, + "n_ref": 11971 + }, + "10": { + "Dice": 0.0, + "FN": 544, + "FP": 0, + "IoU": 0.0, + "TN": 174688, + "TP": 0, + "n_pred": 0, + "n_ref": 544 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6909090909090909, + "FN": 17, + "FP": 0, + "IoU": 0.5277777777777778, + "TN": 175196, + "TP": 19, + "n_pred": 19, + "n_ref": 36 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 175229, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.23395937343159787, + "FN": 1091, + "FP": 56909, + "IoU": 0.13247677879653588, + "TN": 108375, + "TP": 8857, + "n_pred": 65766, + "n_ref": 9948 + }, + "7": { + "Dice": 0.7525089466313988, + "FN": 23045, + "FP": 2405, + "IoU": 0.6032179105408397, + "TN": 111091, + "TP": 38691, + "n_pred": 41096, + "n_ref": 61736 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 13015, + "IoU": 0.0, + "TN": 162217, + "TP": 0, + "n_pred": 13015, + "n_ref": 0 + }, + "3": { + "Dice": 0.763356761612852, + "FN": 16132, + "FP": 1780, + "IoU": 0.6172813127644118, + "TN": 128430, + "TP": 28890, + "n_pred": 30670, + "n_ref": 45022 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9817711477106148, + "FN": 781, + "FP": 276, + "IoU": 0.9641949798448562, + "TN": 320943, + "TP": 28464, + "n_pred": 28740, + "n_ref": 29245 + }, + "10": { + "Dice": 0.6908639249240961, + "FN": 2024, + "FP": 216, + "IoU": 0.5277250685220325, + "TN": 345721, + "TP": 2503, + "n_pred": 2719, + "n_ref": 4527 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 132, + "IoU": 0.0, + "TN": 350332, + "TP": 0, + "n_pred": 132, + "n_ref": 0 + }, + "12": { + "Dice": 0.5904630745395076, + "FN": 2061, + "FP": 318, + "IoU": 0.4189057156814851, + "TN": 346370, + "TP": 1715, + "n_pred": 2033, + "n_ref": 3776 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9763284029758579, + "FN": 241, + "FP": 564, + "IoU": 0.9537515799149718, + "TN": 333058, + "TP": 16601, + "n_pred": 17165, + "n_ref": 16842 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 350461, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "7": { + "Dice": 0.0657439446366782, + "FN": 540, + "FP": 0, + "IoU": 0.03398926654740608, + "TN": 349905, + "TP": 19, + "n_pred": 19, + "n_ref": 559 + }, + "8": { + "Dice": 0.9648274712452075, + "FN": 37, + "FP": 385, + "IoU": 0.9320450885668277, + "TN": 344254, + "TP": 5788, + "n_pred": 6173, + "n_ref": 5825 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 755, + "IoU": 0.0, + "TN": 174477, + "TP": 0, + "n_pred": 755, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 135, + "IoU": 0.0, + "TN": 175097, + "TP": 0, + "n_pred": 135, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 773, + "IoU": 0.0, + "TN": 174459, + "TP": 0, + "n_pred": 773, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 60, + "IoU": 0.0, + "TN": 175172, + "TP": 0, + "n_pred": 60, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 349, + "IoU": 0.0, + "TN": 174883, + "TP": 0, + "n_pred": 349, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5007246833448863, + "FN": 15148, + "FP": 698, + "IoU": 0.3339778076664425, + "TN": 326672, + "TP": 7946, + "n_pred": 8644, + "n_ref": 23094 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5435540069686411, + "FN": 85, + "FP": 46, + "IoU": 0.37320574162679426, + "TN": 350255, + "TP": 78, + "n_pred": 124, + "n_ref": 163 + }, + "13": { + "Dice": 0.7172375092690944, + "FN": 3459, + "FP": 10650, + "IoU": 0.5591350810861482, + "TN": 318461, + "TP": 17894, + "n_pred": 28544, + "n_ref": 21353 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.004017677782241864, + "FN": 0, + "FP": 2479, + "IoU": 0.002012882447665056, + "TN": 347980, + "TP": 5, + "n_pred": 2484, + "n_ref": 5 + }, + "5": { + "Dice": 0.6573645618281484, + "FN": 4584, + "FP": 229, + "IoU": 0.48960763520678685, + "TN": 341034, + "TP": 4617, + "n_pred": 4846, + "n_ref": 9201 + }, + "6": { + "Dice": 0.6425065445026178, + "FN": 957, + "FP": 20893, + "IoU": 0.4733036037121851, + "TN": 308979, + "TP": 19635, + "n_pred": 40528, + "n_ref": 20592 + }, + "7": { + "Dice": 0.5901144217924145, + "FN": 13693, + "FP": 421, + "IoU": 0.418554832330889, + "TN": 326190, + "TP": 10160, + "n_pred": 10581, + "n_ref": 23853 + }, + "8": { + "Dice": 0.9580564890587723, + "FN": 1222, + "FP": 413, + "IoU": 0.9194898562142998, + "TN": 330156, + "TP": 18673, + "n_pred": 19086, + "n_ref": 19895 + }, + "9": { + "Dice": 0.8884268884268884, + "FN": 3042, + "FP": 2432, + "IoU": 0.7992518703241895, + "TN": 323196, + "TP": 21794, + "n_pred": 24226, + "n_ref": 24836 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 564, + "IoU": 0.0, + "TN": 174668, + "TP": 0, + "n_pred": 564, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 4702, + "IoU": 0.0, + "TN": 170530, + "TP": 0, + "n_pred": 4702, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 12200, + "IoU": 0.0, + "TN": 163032, + "TP": 0, + "n_pred": 12200, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 268, + "IoU": 0.0, + "TN": 174964, + "TP": 0, + "n_pred": 268, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.5968331303288672, + "FN": 719, + "FP": 936, + "IoU": 0.4253472222222222, + "TN": 172352, + "TP": 1225, + "n_pred": 2161, + "n_ref": 1944 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 175230, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "13": { + "Dice": 0.6792452830188679, + "FN": 6, + "FP": 45, + "IoU": 0.5142857142857142, + "TN": 175127, + "TP": 54, + "n_pred": 99, + "n_ref": 60 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9593952306809801, + "FN": 1161, + "FP": 821, + "IoU": 0.9219592865299051, + "TN": 149835, + "TP": 23415, + "n_pred": 24236, + "n_ref": 24576 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9749301297292787, + "FN": 1051, + "FP": 1353, + "IoU": 0.9510865142020021, + "TN": 126084, + "TP": 46744, + "n_pred": 48097, + "n_ref": 47795 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9495991705232278, + "FN": 1374, + "FP": 619, + "IoU": 0.9040350539291218, + "TN": 154464, + "TP": 18775, + "n_pred": 19394, + "n_ref": 20149 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7911054994388328, + "FN": 2939, + "FP": 39, + "IoU": 0.6544040849483579, + "TN": 166615, + "TP": 5639, + "n_pred": 5678, + "n_ref": 8578 + }, + "6": { + "Dice": 0.08098411071245515, + "FN": 42, + "FP": 3544, + "IoU": 0.042200854700854704, + "TN": 171488, + "TP": 158, + "n_pred": 3702, + "n_ref": 200 + }, + "7": { + "Dice": 0.9266130564174001, + "FN": 1269, + "FP": 1049, + "IoU": 0.8632609721566776, + "TN": 158280, + "TP": 14634, + "n_pred": 15683, + "n_ref": 15903 + }, + "8": { + "Dice": 0.9652260733133647, + "FN": 949, + "FP": 1489, + "IoU": 0.9327893256878205, + "TN": 138958, + "TP": 33836, + "n_pred": 35325, + "n_ref": 34785 + }, + "9": { + "Dice": 0.6701450164965856, + "FN": 4237, + "FP": 62, + "IoU": 0.5039233787214401, + "TN": 166566, + "TP": 4367, + "n_pred": 4429, + "n_ref": 8604 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9770299650250496, + "FN": 328, + "FP": 158, + "IoU": 0.955091480317871, + "TN": 164410, + "TP": 10336, + "n_pred": 10494, + "n_ref": 10664 + }, + "10": { + "Dice": 0.8351057327955018, + "FN": 2681, + "FP": 1366, + "IoU": 0.716894018887723, + "TN": 160937, + "TP": 10248, + "n_pred": 11614, + "n_ref": 12929 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8124243646631706, + "FN": 443, + "FP": 22, + "IoU": 0.6841032608695652, + "TN": 173760, + "TP": 1007, + "n_pred": 1029, + "n_ref": 1450 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 47, + "IoU": 0.0, + "TN": 175185, + "TP": 0, + "n_pred": 47, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 3523, + "IoU": 0.0, + "TN": 171709, + "TP": 0, + "n_pred": 3523, + "n_ref": 0 + }, + "3": { + "Dice": 0.9335998321499166, + "FN": 5229, + "FP": 784, + "IoU": 0.8754685720202962, + "TN": 126947, + "TP": 42272, + "n_pred": 43056, + "n_ref": 47501 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8694962316541055, + "FN": 249, + "FP": 409, + "IoU": 0.7691228070175439, + "TN": 172382, + "TP": 2192, + "n_pred": 2601, + "n_ref": 2441 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0401.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.5468684808750441, + "FN": 1006.7529411764705, + "FP": 576.8235294117646, + "IoU": 0.46563274493555595, + "TN": 262075.4431372549, + "TP": 4342.862745098038, + "n_pred": 4919.686274509803, + "n_ref": 5349.615686274508 + }, + "mean": { + "1": { + "Dice": 0.5680584720527881, + "FN": 3091.764705882353, + "FP": 193.23529411764707, + "IoU": 0.52507477658586, + "TN": 256122.0588235294, + "TP": 8594.823529411764, + "n_pred": 8788.058823529413, + "n_ref": 11686.588235294117 + }, + "10": { + "Dice": 0.3903561580513748, + "FN": 1094.8235294117646, + "FP": 214.52941176470588, + "IoU": 0.31710430043591464, + "TN": 265071.82352941175, + "TP": 1620.7058823529412, + "n_pred": 1835.235294117647, + "n_ref": 2715.529411764706 + }, + "11": { + "Dice": 0.7086129753914989, + "FN": 52.64705882352941, + "FP": 8.647058823529411, + "IoU": 0.548722390645301, + "TN": 267866.0588235294, + "TP": 74.52941176470588, + "n_pred": 83.17647058823529, + "n_ref": 127.17647058823529 + }, + "12": { + "Dice": 0.5316488791138915, + "FN": 271.7647058823529, + "FP": 79.58823529411765, + "IoU": 0.42554135602294124, + "TN": 267154.5882352941, + "TP": 495.94117647058823, + "n_pred": 575.5294117647059, + "n_ref": 767.7058823529412 + }, + "13": { + "Dice": 0.4252593365994181, + "FN": 1716.5882352941176, + "FP": 331.94117647058823, + "IoU": 0.31205260536402507, + "TN": 264824.4117647059, + "TP": 1128.9411764705883, + "n_pred": 1460.8823529411766, + "n_ref": 2845.529411764706 + }, + "14": { + "Dice": 0.2259185700099305, + "FN": 809.0, + "FP": 545.2352941176471, + "IoU": 0.17085993240705968, + "TN": 265282.64705882355, + "TP": 1365.0, + "n_pred": 1910.235294117647, + "n_ref": 2174.0 + }, + "15": { + "Dice": 0.7105699772825893, + "FN": 89.05882352941177, + "FP": 577.9411764705883, + "IoU": 0.551072927389342, + "TN": 266516.1176470588, + "TP": 818.7647058823529, + "n_pred": 1396.7058823529412, + "n_ref": 907.8235294117648 + }, + "2": { + "Dice": 0.3838350709249495, + "FN": 116.52941176470588, + "FP": 471.11764705882354, + "IoU": 0.3689447854111204, + "TN": 263862.82352941175, + "TP": 3551.4117647058824, + "n_pred": 4022.529411764706, + "n_ref": 3667.9411764705883 + }, + "3": { + "Dice": 0.7882381330782856, + "FN": 477.1764705882353, + "FP": 379.70588235294116, + "IoU": 0.7478056835589095, + "TN": 261278.0, + "TP": 5867.0, + "n_pred": 6246.705882352941, + "n_ref": 6344.176470588235 + }, + "4": { + "Dice": 0.45879407971620995, + "FN": 459.1764705882353, + "FP": 608.6470588235294, + "IoU": 0.36875081724111386, + "TN": 265383.0588235294, + "TP": 1551.0, + "n_pred": 2159.6470588235293, + "n_ref": 2010.1764705882354 + }, + "5": { + "Dice": 0.4900883931271185, + "FN": 343.52941176470586, + "FP": 183.0, + "IoU": 0.37857923184832715, + "TN": 266716.76470588235, + "TP": 758.5882352941177, + "n_pred": 941.5882352941177, + "n_ref": 1102.1176470588234 + }, + "6": { + "Dice": 0.5713744903513955, + "FN": 1041.4705882352941, + "FP": 4022.1176470588234, + "IoU": 0.5258763725570473, + "TN": 236931.41176470587, + "TP": 26006.882352941175, + "n_pred": 30029.0, + "n_ref": 27048.352941176472 + }, + "7": { + "Dice": 0.5116909484529485, + "FN": 4535.235294117647, + "FP": 197.2941176470588, + "IoU": 0.4390494050428288, + "TN": 257418.88235294117, + "TP": 5850.470588235294, + "n_pred": 6047.764705882353, + "n_ref": 10385.70588235294 + }, + "8": { + "Dice": 0.7812300451078568, + "FN": 220.2941176470588, + "FP": 593.2941176470588, + "IoU": 0.7386960782048787, + "TN": 261420.9411764706, + "TP": 5767.35294117647, + "n_pred": 6360.64705882353, + "n_ref": 5987.64705882353 + }, + "9": { + "Dice": 0.6573516838654062, + "FN": 782.2352941176471, + "FP": 246.05882352941177, + "IoU": 0.5663605113186703, + "TN": 265282.0588235294, + "TP": 1691.5294117647059, + "n_pred": 1937.5882352941176, + "n_ref": 2473.764705882353 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 175227, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.4209218536464157, + "FN": 2790, + "FP": 1871, + "IoU": 0.26656176239181745, + "TN": 168877, + "TP": 1694, + "n_pred": 3565, + "n_ref": 4484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9771775183340603, + "FN": 1809, + "FP": 2691, + "IoU": 0.955373523607406, + "TN": 74395, + "TP": 96337, + "n_pred": 99028, + "n_ref": 98146 + }, + "7": { + "Dice": 0.8478583131778107, + "FN": 3624, + "FP": 276, + "IoU": 0.7358976095347735, + "TN": 160465, + "TP": 10867, + "n_pred": 11143, + "n_ref": 14491 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8909912557866118, + "FN": 11211, + "FP": 657, + "IoU": 0.8034122908729502, + "TN": 114862, + "TP": 48502, + "n_pred": 49159, + "n_ref": 59713 + }, + "10": { + "Dice": 0.0, + "FN": 223, + "FP": 0, + "IoU": 0.0, + "TN": 175009, + "TP": 0, + "n_pred": 0, + "n_ref": 223 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 8122, + "IoU": 0.0, + "TN": 167110, + "TP": 0, + "n_pred": 8122, + "n_ref": 0 + }, + "7": { + "Dice": 0.904177925587196, + "FN": 1541, + "FP": 303, + "IoU": 0.825113808801214, + "TN": 164688, + "TP": 8700, + "n_pred": 9003, + "n_ref": 10241 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.3097974822112753, + "FN": 3781, + "FP": 2, + "IoU": 0.18329015544041452, + "TN": 170600, + "TP": 849, + "n_pred": 851, + "n_ref": 4630 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5829770908692317, + "FN": 12896, + "FP": 2322, + "IoU": 0.4114097853413266, + "TN": 149377, + "TP": 10637, + "n_pred": 12959, + "n_ref": 23533 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9544339953113632, + "FN": 1600, + "FP": 1782, + "IoU": 0.9128395443533839, + "TN": 136430, + "TP": 35420, + "n_pred": 37202, + "n_ref": 37020 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6524725274725275, + "FN": 1002, + "FP": 10, + "IoU": 0.4841997961264016, + "TN": 173270, + "TP": 950, + "n_pred": 960, + "n_ref": 1952 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.966405756235111, + "FN": 898, + "FP": 484, + "IoU": 0.9349952963311383, + "TN": 153972, + "TP": 19878, + "n_pred": 20362, + "n_ref": 20776 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8737864077669902, + "FN": 252, + "FP": 86, + "IoU": 0.7758620689655172, + "TN": 173724, + "TP": 1170, + "n_pred": 1256, + "n_ref": 1422 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6777557100297915, + "FN": 13753, + "FP": 8313, + "IoU": 0.5125797972211791, + "TN": 129961, + "TP": 23205, + "n_pred": 31518, + "n_ref": 36958 + }, + "15": { + "Dice": 0.7105699772825893, + "FN": 1514, + "FP": 9825, + "IoU": 0.551072927389342, + "TN": 149974, + "TP": 13919, + "n_pred": 23744, + "n_ref": 15433 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.05235602094240838, + "FN": 181, + "FP": 0, + "IoU": 0.026881720430107527, + "TN": 525510, + "TP": 5, + "n_pred": 5, + "n_ref": 186 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7424089068825911, + "FN": 462, + "FP": 556, + "IoU": 0.5903420523138833, + "TN": 523211, + "TP": 1467, + "n_pred": 2023, + "n_ref": 1929 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9145299145299145, + "FN": 1684, + "FP": 496, + "IoU": 0.84251968503937, + "TN": 511853, + "TP": 11663, + "n_pred": 12159, + "n_ref": 13347 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9847656798869998, + "FN": 2160, + "FP": 1960, + "IoU": 0.9699885636031206, + "TN": 388415, + "TP": 133161, + "n_pred": 135121, + "n_ref": 135321 + }, + "7": { + "Dice": 0.0, + "FN": 428, + "FP": 0, + "IoU": 0.0, + "TN": 525268, + "TP": 0, + "n_pred": 0, + "n_ref": 428 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9859729996707277, + "FN": 324, + "FP": 102, + "IoU": 0.972334069359657, + "TN": 335066, + "TP": 14972, + "n_pred": 15074, + "n_ref": 15296 + }, + "10": { + "Dice": 0.8679948078333992, + "FN": 2339, + "FP": 2339, + "IoU": 0.7667763485890916, + "TN": 330406, + "TP": 15380, + "n_pred": 17719, + "n_ref": 17719 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7834786337001572, + "FN": 1363, + "FP": 152, + "IoU": 0.6440319548872181, + "TN": 346208, + "TP": 2741, + "n_pred": 2893, + "n_ref": 4104 + }, + "13": { + "Dice": 0.34177391627561216, + "FN": 14153, + "FP": 14, + "IoU": 0.2061081535444102, + "TN": 332619, + "TP": 3678, + "n_pred": 3692, + "n_ref": 17831 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9897300469483568, + "FN": 178, + "FP": 102, + "IoU": 0.9796688934069125, + "TN": 336692, + "TP": 13492, + "n_pred": 13594, + "n_ref": 13670 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8416289592760181, + "FN": 105, + "FP": 0, + "IoU": 0.7265625, + "TN": 350080, + "TP": 279, + "n_pred": 279, + "n_ref": 384 + }, + "8": { + "Dice": 0.8361051502145923, + "FN": 2285, + "FP": 3825, + "IoU": 0.7183682876238765, + "TN": 328769, + "TP": 15585, + "n_pred": 19410, + "n_ref": 17870 + }, + "9": { + "Dice": 0.65345702556809, + "FN": 10414, + "FP": 307, + "IoU": 0.4852849392673676, + "TN": 329635, + "TP": 10108, + "n_pred": 10415, + "n_ref": 20522 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8074607484358399, + "FN": 3757, + "FP": 1136, + "IoU": 0.6770936448228073, + "TN": 160079, + "TP": 10260, + "n_pred": 11396, + "n_ref": 14017 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 6108, + "IoU": 0.0, + "TN": 169124, + "TP": 0, + "n_pred": 6108, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9722644989167218, + "FN": 122, + "FP": 1427, + "IoU": 0.946025993937071, + "TN": 146533, + "TP": 27150, + "n_pred": 28577, + "n_ref": 27272 + }, + "9": { + "Dice": 0.8799540493968984, + "FN": 55, + "FP": 363, + "IoU": 0.7856410256410257, + "TN": 173282, + "TP": 1532, + "n_pred": 1895, + "n_ref": 1587 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 140, + "IoU": 0.0, + "TN": 525556, + "TP": 0, + "n_pred": 140, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7086129753914989, + "FN": 895, + "FP": 147, + "IoU": 0.548722390645301, + "TN": 523387, + "TP": 1267, + "n_pred": 1414, + "n_ref": 2162 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6127572016460905, + "FN": 1041, + "FP": 841, + "IoU": 0.44170869178285377, + "TN": 522325, + "TP": 1489, + "n_pred": 2330, + "n_ref": 2530 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9647413593133843, + "FN": 381, + "FP": 1443, + "IoU": 0.9318843827022182, + "TN": 498918, + "TP": 24954, + "n_pred": 26397, + "n_ref": 25335 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 1709, + "FP": 834, + "IoU": 0.0, + "TN": 523153, + "TP": 0, + "n_pred": 834, + "n_ref": 1709 + }, + "5": { + "Dice": 0.5951352580131848, + "FN": 1756, + "FP": 1806, + "IoU": 0.4236245954692557, + "TN": 519516, + "TP": 2618, + "n_pred": 4424, + "n_ref": 4374 + }, + "6": { + "Dice": 0.9073140787110366, + "FN": 5867, + "FP": 18593, + "IoU": 0.8303521268405685, + "TN": 381515, + "TP": 119721, + "n_pred": 138314, + "n_ref": 125588 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9711686733851498, + "FN": 353, + "FP": 1498, + "IoU": 0.9439532489553685, + "TN": 492670, + "TP": 31175, + "n_pred": 32673, + "n_ref": 31528 + }, + "9": { + "Dice": 0.8795609365950523, + "FN": 2577, + "FP": 1790, + "IoU": 0.7850145227194407, + "TN": 505383, + "TP": 15946, + "n_pred": 17736, + "n_ref": 18523 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.936910310333068, + "FN": 239, + "FP": 316, + "IoU": 0.8813088109495295, + "TN": 170556, + "TP": 4121, + "n_pred": 4437, + "n_ref": 4360 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 829, + "IoU": 0.0, + "TN": 174403, + "TP": 0, + "n_pred": 829, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5067185978578383, + "FN": 2154, + "FP": 379, + "IoU": 0.3393322900365154, + "TN": 171398, + "TP": 1301, + "n_pred": 1680, + "n_ref": 3455 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.960357220649096, + "FN": 812, + "FP": 1008, + "IoU": 0.9237376911795516, + "TN": 151367, + "TP": 22045, + "n_pred": 23053, + "n_ref": 22857 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 725, + "IoU": 0.0, + "TN": 174507, + "TP": 0, + "n_pred": 725, + "n_ref": 0 + }, + "7": { + "Dice": 0.34390492855059784, + "FN": 35989, + "FP": 7, + "IoU": 0.2076601364736958, + "TN": 129802, + "TP": 9434, + "n_pred": 9441, + "n_ref": 45423 + }, + "8": { + "Dice": 0.9511905593184834, + "FN": 567, + "FP": 132, + "IoU": 0.9069241011984022, + "TN": 167722, + "TP": 6811, + "n_pred": 6943, + "n_ref": 7378 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7444910379167479, + "FN": 40394, + "FP": 247, + "IoU": 0.5929794692038057, + "TN": 425846, + "TP": 59209, + "n_pred": 59456, + "n_ref": 99603 + }, + "10": { + "Dice": 0.0, + "FN": 1904, + "FP": 0, + "IoU": 0.0, + "TN": 523792, + "TP": 0, + "n_pred": 0, + "n_ref": 1904 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 734, + "IoU": 0.0, + "TN": 524962, + "TP": 0, + "n_pred": 734, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 641, + "IoU": 0.0, + "TN": 525055, + "TP": 0, + "n_pred": 641, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 46, + "IoU": 0.0, + "TN": 525650, + "TP": 0, + "n_pred": 46, + "n_ref": 0 + }, + "3": { + "Dice": 0.0059193488716241215, + "FN": 138, + "FP": 2549, + "IoU": 0.002968460111317254, + "TN": 523001, + "TP": 8, + "n_pred": 2557, + "n_ref": 146 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 25207, + "IoU": 0.0, + "TN": 500489, + "TP": 0, + "n_pred": 25207, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 64, + "IoU": 0.0, + "TN": 525632, + "TP": 0, + "n_pred": 64, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 2052, + "IoU": 0.0, + "TN": 523644, + "TP": 0, + "n_pred": 2052, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1637, + "IoU": 0.0, + "TN": 524059, + "TP": 0, + "n_pred": 1637, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 32, + "IoU": 0.0, + "TN": 175200, + "TP": 0, + "n_pred": 32, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4733, + "IoU": 0.0, + "TN": 170499, + "TP": 0, + "n_pred": 4733, + "n_ref": 0 + }, + "3": { + "Dice": 0.9236011034709927, + "FN": 6515, + "FP": 907, + "IoU": 0.8580472410825285, + "TN": 122947, + "TP": 44863, + "n_pred": 45770, + "n_ref": 51378 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9525525128493282, + "FN": 239, + "FP": 2632, + "IoU": 0.9094035973493215, + "TN": 143542, + "TP": 28819, + "n_pred": 31451, + "n_ref": 29058 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9705076308048174, + "FN": 392, + "FP": 781, + "IoU": 0.9427050261319787, + "TN": 329991, + "TP": 19300, + "n_pred": 20081, + "n_ref": 19692 + }, + "10": { + "Dice": 0.7203159713650951, + "FN": 2096, + "FP": 170, + "IoU": 0.5628858024691358, + "TN": 345280, + "TP": 2918, + "n_pred": 3088, + "n_ref": 5014 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8363982848975703, + "FN": 895, + "FP": 822, + "IoU": 0.7188011791680314, + "TN": 344358, + "TP": 4389, + "n_pred": 5211, + "n_ref": 5284 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9484939002261243, + "FN": 399, + "FP": 1446, + "IoU": 0.9020336643126426, + "TN": 331631, + "TP": 16988, + "n_pred": 18434, + "n_ref": 17387 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.06766917293233082, + "FN": 327, + "FP": 169, + "IoU": 0.03501945525291829, + "TN": 349950, + "TP": 18, + "n_pred": 187, + "n_ref": 345 + }, + "6": { + "Dice": 0.4448780487804878, + "FN": 1106, + "FP": 32, + "IoU": 0.2860727728983689, + "TN": 348870, + "TP": 456, + "n_pred": 488, + "n_ref": 1562 + }, + "7": { + "Dice": 0.935351160740523, + "FN": 1250, + "FP": 1830, + "IoU": 0.8785536847916091, + "TN": 325103, + "TP": 22281, + "n_pred": 24111, + "n_ref": 23531 + }, + "8": { + "Dice": 0.9566513888121928, + "FN": 418, + "FP": 1152, + "IoU": 0.9169048375145549, + "TN": 331570, + "TP": 17324, + "n_pred": 18476, + "n_ref": 17742 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9006085192697769, + "FN": 36, + "FP": 13, + "IoU": 0.8191881918819188, + "TN": 174961, + "TP": 222, + "n_pred": 235, + "n_ref": 258 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6968982405224016, + "FN": 630, + "FP": 1041, + "IoU": 0.5347995545657016, + "TN": 171640, + "TP": 1921, + "n_pred": 2962, + "n_ref": 2551 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7648401826484018, + "FN": 621, + "FP": 6795, + "IoU": 0.6192236598890942, + "TN": 155756, + "TP": 12060, + "n_pred": 18855, + "n_ref": 12681 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9665865532754052, + "FN": 2111, + "FP": 600, + "IoU": 0.9353338263005987, + "TN": 133309, + "TP": 39212, + "n_pred": 39812, + "n_ref": 41323 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 17, + "IoU": 0.0, + "TN": 175215, + "TP": 0, + "n_pred": 17, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.015594541910331383, + "FN": 0, + "FP": 1010, + "IoU": 0.007858546168958742, + "TN": 349446, + "TP": 8, + "n_pred": 1018, + "n_ref": 8 + }, + "10": { + "Dice": 0.6621326208404178, + "FN": 8052, + "FP": 294, + "IoU": 0.49491648511256353, + "TN": 333940, + "TP": 8178, + "n_pred": 8472, + "n_ref": 16230 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 208, + "FP": 0, + "IoU": 0.0, + "TN": 350256, + "TP": 0, + "n_pred": 0, + "n_ref": 208 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 135, + "IoU": 0.0, + "TN": 350329, + "TP": 0, + "n_pred": 135, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 315, + "IoU": 0.0, + "TN": 350149, + "TP": 0, + "n_pred": 315, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9013271783035199, + "FN": 70, + "FP": 443, + "IoU": 0.8203781512605042, + "TN": 347608, + "TP": 2343, + "n_pred": 2786, + "n_ref": 2413 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 341, + "IoU": 0.0, + "TN": 350123, + "TP": 0, + "n_pred": 341, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6568137361443165, + "FN": 3515, + "FP": 1222, + "IoU": 0.4889967637540453, + "TN": 341194, + "TP": 4533, + "n_pred": 5755, + "n_ref": 8048 + }, + "7": { + "Dice": 0.7322972487443908, + "FN": 34162, + "FP": 857, + "IoU": 0.5776569057841671, + "TN": 267548, + "TP": 47897, + "n_pred": 48754, + "n_ref": 82059 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0358.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.5925410320265818, + "FN": 1111.372549019608, + "FP": 463.356862745098, + "IoU": 0.5094279530226158, + "TN": 240850.28627450982, + "TP": 4961.3372549019605, + "n_pred": 5424.694117647058, + "n_ref": 6072.709803921568 + }, + "mean": { + "1": { + "Dice": 0.921126780235113, + "FN": 94.94117647058823, + "FP": 92.47058823529412, + "IoU": 0.8557141463955095, + "TN": 245586.82352941178, + "TP": 1612.1176470588234, + "n_pred": 1704.5882352941176, + "n_ref": 1707.0588235294117 + }, + "10": { + "Dice": 0.5860492404155073, + "FN": 1443.4705882352941, + "FP": 1001.4117647058823, + "IoU": 0.4791357195181773, + "TN": 241758.23529411765, + "TP": 3183.235294117647, + "n_pred": 4184.64705882353, + "n_ref": 4626.705882352941 + }, + "11": { + "Dice": 0.416762679310013, + "FN": 323.05882352941177, + "FP": 56.470588235294116, + "IoU": 0.30043544081200685, + "TN": 246775.41176470587, + "TP": 231.41176470588235, + "n_pred": 287.88235294117646, + "n_ref": 554.4705882352941 + }, + "12": { + "Dice": 0.4640290136974102, + "FN": 454.8235294117647, + "FP": 105.88235294117646, + "IoU": 0.3421405113810692, + "TN": 246470.0, + "TP": 355.6470588235294, + "n_pred": 461.52941176470586, + "n_ref": 810.4705882352941 + }, + "13": { + "Dice": 0.36775266487909114, + "FN": 1401.0588235294117, + "FP": 818.1764705882352, + "IoU": 0.2817707005987528, + "TN": 244317.23529411765, + "TP": 849.8823529411765, + "n_pred": 1668.0588235294117, + "n_ref": 2250.9411764705883 + }, + "14": { + "Dice": 0.7988502444392181, + "FN": 1481.235294117647, + "FP": 655.4705882352941, + "IoU": 0.6768696369930564, + "TN": 241590.17647058822, + "TP": 3659.470588235294, + "n_pred": 4314.941176470588, + "n_ref": 5140.705882352941 + }, + "15": { + "Dice": 0.7114947523821125, + "FN": 616.8235294117648, + "FP": 536.0, + "IoU": 0.5557804531356457, + "TN": 244684.5294117647, + "TP": 1549.0, + "n_pred": 2085.0, + "n_ref": 2165.823529411765 + }, + "2": { + "Dice": 0.8175812526109456, + "FN": 2834.823529411765, + "FP": 313.5882352941176, + "IoU": 0.737208735766996, + "TN": 235452.41176470587, + "TP": 8785.529411764706, + "n_pred": 9099.117647058823, + "n_ref": 11620.35294117647 + }, + "3": { + "Dice": 0.5910769101653728, + "FN": 381.3529411764706, + "FP": 249.0, + "IoU": 0.5611712153876058, + "TN": 239452.4705882353, + "TP": 7303.529411764706, + "n_pred": 7552.529411764706, + "n_ref": 7684.882352941177 + }, + "4": { + "Dice": 0.3557320978483919, + "FN": 316.47058823529414, + "FP": 371.52941176470586, + "IoU": 0.32041239341191263, + "TN": 245984.4705882353, + "TP": 713.8823529411765, + "n_pred": 1085.4117647058824, + "n_ref": 1030.3529411764705 + }, + "5": { + "Dice": 0.0, + "FN": 82.88235294117646, + "FP": 7.117647058823529, + "IoU": 0.0, + "TN": 247296.35294117648, + "TP": 0.0, + "n_pred": 7.117647058823529, + "n_ref": 82.88235294117646 + }, + "6": { + "Dice": 0.8411728946207518, + "FN": 3731.823529411765, + "FP": 1823.4117647058824, + "IoU": 0.7832628881157042, + "TN": 206975.23529411765, + "TP": 34855.882352941175, + "n_pred": 36679.294117647056, + "n_ref": 38587.705882352944 + }, + "7": { + "Dice": 0.5473356605031405, + "FN": 2013.235294117647, + "FP": 265.2352941176471, + "IoU": 0.4327551161204597, + "TN": 240446.9411764706, + "TP": 4660.941176470588, + "n_pred": 4926.176470588235, + "n_ref": 6674.176470588235 + }, + "8": { + "Dice": 0.9303855255605985, + "FN": 491.94117647058823, + "FP": 204.23529411764707, + "IoU": 0.8725806347162648, + "TN": 242493.76470588235, + "TP": 4196.411764705882, + "n_pred": 4400.64705882353, + "n_ref": 4688.35294117647 + }, + "9": { + "Dice": 0.5387657637310622, + "FN": 1002.6470588235294, + "FP": 450.3529411764706, + "IoU": 0.4421817029860763, + "TN": 243470.23529411765, + "TP": 2463.1176470588234, + "n_pred": 2913.470588235294, + "n_ref": 3465.764705882353 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.2433495257922739, + "FN": 2660, + "FP": 611, + "IoU": 0.13853041875164604, + "TN": 346667, + "TP": 526, + "n_pred": 1137, + "n_ref": 3186 + }, + "11": { + "Dice": 0.18726844055237454, + "FN": 2146, + "FP": 267, + "IoU": 0.10330732069862504, + "TN": 347773, + "TP": 278, + "n_pred": 545, + "n_ref": 2424 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 693, + "IoU": 0.0, + "TN": 349771, + "TP": 0, + "n_pred": 693, + "n_ref": 0 + }, + "13": { + "Dice": 0.29336399474375824, + "FN": 2743, + "FP": 1559, + "IoU": 0.17189605389797882, + "TN": 345269, + "TP": 893, + "n_pred": 2452, + "n_ref": 3636 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8767142655167538, + "FN": 1325, + "FP": 419, + "IoU": 0.7804908747640025, + "TN": 342519, + "TP": 6201, + "n_pred": 6620, + "n_ref": 7526 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 3643, + "FP": 0, + "IoU": 0.0, + "TN": 346821, + "TP": 0, + "n_pred": 0, + "n_ref": 3643 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9085676470135586, + "FN": 4558, + "FP": 1383, + "IoU": 0.8324543839363773, + "TN": 315005, + "TP": 29518, + "n_pred": 30901, + "n_ref": 34076 + }, + "7": { + "Dice": 0.0, + "FN": 1, + "FP": 0, + "IoU": 0.0, + "TN": 350463, + "TP": 0, + "n_pred": 0, + "n_ref": 1 + }, + "8": { + "Dice": 0.9166408428881314, + "FN": 338, + "FP": 1276, + "IoU": 0.8461098398169337, + "TN": 339976, + "TP": 8874, + "n_pred": 10150, + "n_ref": 9212 + }, + "9": { + "Dice": 0.49459339357132276, + "FN": 5698, + "FP": 1126, + "IoU": 0.32854472104693494, + "TN": 340301, + "TP": 3339, + "n_pred": 4465, + "n_ref": 9037 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9278745259747432, + "FN": 2033, + "FP": 1885, + "IoU": 0.8654532967032967, + "TN": 146112, + "TP": 25202, + "n_pred": 27087, + "n_ref": 27235 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 172, + "IoU": 0.0, + "TN": 175060, + "TP": 0, + "n_pred": 172, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9629692398949241, + "FN": 99, + "FP": 338, + "IoU": 0.9285831018140219, + "TN": 169113, + "TP": 5682, + "n_pred": 6020, + "n_ref": 5781 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7800586510263929, + "FN": 87, + "FP": 138, + "IoU": 0.6394230769230769, + "TN": 174608, + "TP": 399, + "n_pred": 537, + "n_ref": 486 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8019870798920599, + "FN": 7472, + "FP": 2214, + "IoU": 0.6694310774376301, + "TN": 145931, + "TP": 19615, + "n_pred": 21829, + "n_ref": 27087 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6934359220966578, + "FN": 4686, + "FP": 1689, + "IoU": 0.5307324254692676, + "TN": 161647, + "TP": 7210, + "n_pred": 8899, + "n_ref": 11896 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2495, + "IoU": 0.0, + "TN": 172737, + "TP": 0, + "n_pred": 2495, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8102297355873429, + "FN": 1200, + "FP": 989, + "IoU": 0.6809967939376275, + "TN": 168370, + "TP": 4673, + "n_pred": 5662, + "n_ref": 5873 + }, + "7": { + "Dice": 0.7282245827010622, + "FN": 11608, + "FP": 2720, + "IoU": 0.5726047011096528, + "TN": 141708, + "TP": 19196, + "n_pred": 21916, + "n_ref": 30804 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.04470359572400389, + "FN": 223, + "FP": 1743, + "IoU": 0.02286282306163022, + "TN": 173220, + "TP": 46, + "n_pred": 1789, + "n_ref": 269 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8416793120890238, + "FN": 3095, + "FP": 2852, + "IoU": 0.7266375545851529, + "TN": 153477, + "TP": 15808, + "n_pred": 18660, + "n_ref": 18903 + }, + "11": { + "Dice": 0.0970231532524807, + "FN": 816, + "FP": 3, + "IoU": 0.05098493626882966, + "TN": 174369, + "TP": 44, + "n_pred": 47, + "n_ref": 860 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.34241545893719805, + "FN": 14489, + "FP": 9332, + "IoU": 0.20657495919794824, + "TN": 145209, + "TP": 6202, + "n_pred": 15534, + "n_ref": 20691 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9476515455640305, + "FN": 3534, + "FP": 378, + "IoU": 0.9005111772335394, + "TN": 135911, + "TP": 35409, + "n_pred": 35787, + "n_ref": 38943 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8746252865455828, + "FN": 623, + "FP": 88, + "IoU": 0.7771858351613914, + "TN": 172041, + "TP": 2480, + "n_pred": 2568, + "n_ref": 3103 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9532238754917052, + "FN": 589, + "FP": 1599, + "IoU": 0.9106282166489665, + "TN": 150750, + "TP": 22294, + "n_pred": 23893, + "n_ref": 22883 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8297990628226511, + "FN": 940, + "FP": 1203, + "IoU": 0.7091081851499932, + "TN": 167865, + "TP": 5224, + "n_pred": 6427, + "n_ref": 6164 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8773006134969326, + "FN": 6, + "FP": 34, + "IoU": 0.7814207650273224, + "TN": 175049, + "TP": 143, + "n_pred": 177, + "n_ref": 149 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9668885929871283, + "FN": 1647, + "FP": 964, + "IoU": 0.9358996391132497, + "TN": 134499, + "TP": 38122, + "n_pred": 39086, + "n_ref": 39769 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 114, + "IoU": 0.0, + "TN": 175118, + "TP": 0, + "n_pred": 114, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9565021410863196, + "FN": 133, + "FP": 253, + "IoU": 0.9166306695464362, + "TN": 170602, + "TP": 4244, + "n_pred": 4497, + "n_ref": 4377 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8815541758461847, + "FN": 1457, + "FP": 1500, + "IoU": 0.7881956879879665, + "TN": 511735, + "TP": 11004, + "n_pred": 12504, + "n_ref": 12461 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7603145795523291, + "FN": 1762, + "FP": 219, + "IoU": 0.6133125121998829, + "TN": 520573, + "TP": 3142, + "n_pred": 3361, + "n_ref": 4904 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.798816754256223, + "FN": 6068, + "FP": 325, + "IoU": 0.6650248886560126, + "TN": 506611, + "TP": 12692, + "n_pred": 13017, + "n_ref": 18760 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9741636073976588, + "FN": 265, + "FP": 108, + "IoU": 0.949628629304524, + "TN": 518291, + "TP": 7032, + "n_pred": 7140, + "n_ref": 7297 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9556834532374101, + "FN": 424, + "FP": 500, + "IoU": 0.9151281344723065, + "TN": 514809, + "TP": 9963, + "n_pred": 10463, + "n_ref": 10387 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.4005034572857917, + "FN": 37626, + "FP": 2, + "IoU": 0.25039344980775746, + "TN": 125035, + "TP": 12569, + "n_pred": 12571, + "n_ref": 50195 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 295, + "IoU": 0.0, + "TN": 174937, + "TP": 0, + "n_pred": 295, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2797, + "IoU": 0.0, + "TN": 172435, + "TP": 0, + "n_pred": 2797, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9027121702669709, + "FN": 2453, + "FP": 3046, + "IoU": 0.8226758247073619, + "TN": 144221, + "TP": 25512, + "n_pred": 28558, + "n_ref": 27965 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.44357976653696496, + "FN": 143, + "FP": 0, + "IoU": 0.285, + "TN": 175032, + "TP": 57, + "n_pred": 57, + "n_ref": 200 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9935182805371715, + "FN": 124, + "FP": 1490, + "IoU": 0.9871200453272259, + "TN": 49921, + "TP": 123697, + "n_pred": 125187, + "n_ref": 123821 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.922044569629691, + "FN": 3445, + "FP": 319, + "IoU": 0.8553642791269598, + "TN": 149208, + "TP": 22260, + "n_pred": 22579, + "n_ref": 25705 + }, + "15": { + "Dice": 0.7734273600415332, + "FN": 6174, + "FP": 4300, + "IoU": 0.6305597686148636, + "TN": 146881, + "TP": 17877, + "n_pred": 22177, + "n_ref": 24051 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7931303669008587, + "FN": 834, + "FP": 226, + "IoU": 0.6571798188874515, + "TN": 172140, + "TP": 2032, + "n_pred": 2258, + "n_ref": 2866 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9498715521903732, + "FN": 1413, + "FP": 1553, + "IoU": 0.9045289213635047, + "TN": 144165, + "TP": 28101, + "n_pred": 29654, + "n_ref": 29514 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9751656215680022, + "FN": 1341, + "FP": 762, + "IoU": 0.9515348451327433, + "TN": 131840, + "TP": 41289, + "n_pred": 42051, + "n_ref": 42630 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9186176142697882, + "FN": 114, + "FP": 32, + "IoU": 0.8494845360824742, + "TN": 174262, + "TP": 824, + "n_pred": 856, + "n_ref": 938 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9914010346836634, + "FN": 565, + "FP": 660, + "IoU": 0.9829486929651179, + "TN": 103390, + "TP": 70617, + "n_pred": 71277, + "n_ref": 71182 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.6267880364109233, + "FN": 1381, + "FP": 341, + "IoU": 0.4564393939393939, + "TN": 172064, + "TP": 1446, + "n_pred": 1787, + "n_ref": 2827 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 1894, + "FP": 0, + "IoU": 0.0, + "TN": 173338, + "TP": 0, + "n_pred": 0, + "n_ref": 1894 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9265299531729372, + "FN": 357, + "FP": 98, + "IoU": 0.8631167268351384, + "TN": 171908, + "TP": 2869, + "n_pred": 2967, + "n_ref": 3226 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9598413837702623, + "FN": 3013, + "FP": 2638, + "IoU": 0.9227836685614342, + "TN": 102048, + "TP": 67533, + "n_pred": 70171, + "n_ref": 70546 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9244669316949765, + "FN": 1986, + "FP": 1776, + "IoU": 0.8595430107526881, + "TN": 148448, + "TP": 23022, + "n_pred": 24798, + "n_ref": 25008 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8713910761154856, + "FN": 39, + "FP": 10, + "IoU": 0.772093023255814, + "TN": 175017, + "TP": 166, + "n_pred": 176, + "n_ref": 205 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.37960339943342775, + "FN": 315, + "FP": 123, + "IoU": 0.23426573426573427, + "TN": 174660, + "TP": 134, + "n_pred": 257, + "n_ref": 449 + }, + "12": { + "Dice": 0.6108228317272053, + "FN": 774, + "FP": 276, + "IoU": 0.439701173959445, + "TN": 173358, + "TP": 824, + "n_pred": 1100, + "n_ref": 1598 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9109730848861284, + "FN": 379, + "FP": 51, + "IoU": 0.8365019011406845, + "TN": 172602, + "TP": 2200, + "n_pred": 2251, + "n_ref": 2579 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 1409, + "FP": 0, + "IoU": 0.0, + "TN": 173823, + "TP": 0, + "n_pred": 0, + "n_ref": 1409 + }, + "6": { + "Dice": 0.7520410783055199, + "FN": 3070, + "FP": 1759, + "IoU": 0.60261685319289, + "TN": 163080, + "TP": 7323, + "n_pred": 9082, + "n_ref": 10393 + }, + "7": { + "Dice": 0.8243661618274621, + "FN": 1988, + "FP": 111, + "IoU": 0.7012099644128114, + "TN": 168207, + "TP": 4926, + "n_pred": 5037, + "n_ref": 6914 + }, + "8": { + "Dice": 0.8546567300886798, + "FN": 6670, + "FP": 312, + "IoU": 0.7462013813158851, + "TN": 147722, + "TP": 20528, + "n_pred": 20840, + "n_ref": 27198 + }, + "9": { + "Dice": 0.6977387112780888, + "FN": 8036, + "FP": 492, + "IoU": 0.5357901039682108, + "TN": 156861, + "TP": 9843, + "n_pred": 10335, + "n_ref": 17879 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.964683361331406, + "FN": 4588, + "FP": 2644, + "IoU": 0.9317761593902117, + "TN": 244460, + "TP": 98772, + "n_pred": 101416, + "n_ref": 103360 + }, + "4": { + "Dice": 0.9040352026963767, + "FN": 1114, + "FP": 936, + "IoU": 0.8248761318981719, + "TN": 338758, + "TP": 9656, + "n_pred": 10592, + "n_ref": 10770 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9917708564285966, + "FN": 619, + "FP": 1942, + "IoU": 0.9836760450263249, + "TN": 193578, + "TP": 154325, + "n_pred": 156267, + "n_ref": 154944 + }, + "7": { + "Dice": 0.3076923076923077, + "FN": 0, + "FP": 63, + "IoU": 0.18181818181818182, + "TN": 350387, + "TP": 14, + "n_pred": 77, + "n_ref": 14 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9468203793231684, + "FN": 354, + "FP": 361, + "IoU": 0.8990112994350282, + "TN": 518616, + "TP": 6365, + "n_pred": 6726, + "n_ref": 6719 + }, + "10": { + "Dice": 0.06477115117891817, + "FN": 4817, + "FP": 8669, + "IoU": 0.03346950476600014, + "TN": 511743, + "TP": 467, + "n_pred": 9136, + "n_ref": 5284 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.29796908153986057, + "FN": 4565, + "FP": 67, + "IoU": 0.17506678539626003, + "TN": 520081, + "TP": 983, + "n_pred": 1050, + "n_ref": 5548 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1295, + "IoU": 0.0, + "TN": 524401, + "TP": 0, + "n_pred": 1295, + "n_ref": 0 + }, + "14": { + "Dice": 0.6756894094317407, + "FN": 15668, + "FP": 10499, + "IoU": 0.5102197431961966, + "TN": 472270, + "TP": 27259, + "n_pred": 37758, + "n_ref": 42927 + }, + "15": { + "Dice": 0.6495621447226917, + "FN": 4312, + "FP": 4812, + "IoU": 0.48100113765642777, + "TN": 508116, + "TP": 8456, + "n_pred": 13268, + "n_ref": 12768 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.941923774954628, + "FN": 499, + "FP": 333, + "IoU": 0.8902229845626072, + "TN": 518117, + "TP": 6747, + "n_pred": 7080, + "n_ref": 7246 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6098598150752056, + "FN": 45658, + "FP": 123, + "IoU": 0.4387038240378603, + "TN": 444133, + "TP": 35782, + "n_pred": 35905, + "n_ref": 81440 + }, + "7": { + "Dice": 0.5746650426309379, + "FN": 1981, + "FP": 1511, + "IoU": 0.4031789437702957, + "TN": 519845, + "TP": 2359, + "n_pred": 3870, + "n_ref": 4340 + }, + "8": { + "Dice": 0.96875534279364, + "FN": 624, + "FP": 838, + "IoU": 0.9394039872342189, + "TN": 501569, + "TP": 22665, + "n_pred": 23503, + "n_ref": 23289 + }, + "9": { + "Dice": 0.0, + "FN": 75, + "FP": 1178, + "IoU": 0.0, + "TN": 524443, + "TP": 0, + "n_pred": 1178, + "n_ref": 75 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9451688852666847, + "FN": 1221, + "FP": 1201, + "IoU": 0.8960381164956861, + "TN": 327167, + "TP": 20875, + "n_pred": 22076, + "n_ref": 22096 + }, + "10": { + "Dice": 0.6829541976945833, + "FN": 5038, + "FP": 1178, + "IoU": 0.5185500735806676, + "TN": 337553, + "TP": 6695, + "n_pred": 7873, + "n_ref": 11733 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6510385756676558, + "FN": 631, + "FP": 545, + "IoU": 0.48262208534975803, + "TN": 348191, + "TP": 1097, + "n_pred": 1642, + "n_ref": 1728 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9368714527531614, + "FN": 752, + "FP": 516, + "IoU": 0.8812400487028191, + "TN": 339787, + "TP": 9409, + "n_pred": 9925, + "n_ref": 10161 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 121, + "IoU": 0.0, + "TN": 350343, + "TP": 0, + "n_pred": 121, + "n_ref": 0 + }, + "6": { + "Dice": 0.008617644981281345, + "FN": 19, + "FP": 14016, + "IoU": 0.0043274687854710555, + "TN": 336368, + "TP": 61, + "n_pred": 14077, + "n_ref": 80 + }, + "7": { + "Dice": 0.8490658681670732, + "FN": 18647, + "FP": 104, + "IoU": 0.7377189056118167, + "TN": 278972, + "TP": 52741, + "n_pred": 52845, + "n_ref": 71388 + }, + "8": { + "Dice": 0.9561912587951312, + "FN": 307, + "FP": 546, + "IoU": 0.9160598307419799, + "TN": 340302, + "TP": 9309, + "n_pred": 9855, + "n_ref": 9616 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0392.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.48569424328731864, + "FN": 1821.6185185185184, + "FP": 961.2555555555557, + "IoU": 0.4141333993080726, + "TN": 226456.86296296303, + "TP": 4402.92962962963, + "n_pred": 5364.185185185185, + "n_ref": 6224.548148148149 + }, + "mean": { + "1": { + "Dice": 0.4733049977433732, + "FN": 109.16666666666667, + "FP": 401.22222222222223, + "IoU": 0.45045327773070065, + "TN": 228199.38888888888, + "TP": 4932.888888888889, + "n_pred": 5334.111111111111, + "n_ref": 5042.055555555556 + }, + "10": { + "Dice": 0.3829512834238227, + "FN": 1511.2777777777778, + "FP": 1173.2777777777778, + "IoU": 0.2955972147457865, + "TN": 228889.72222222222, + "TP": 2068.3888888888887, + "n_pred": 3241.6666666666665, + "n_ref": 3579.6666666666665 + }, + "11": { + "Dice": 0.31134229182447054, + "FN": 171.0, + "FP": 147.16666666666666, + "IoU": 0.2428905330574789, + "TN": 233236.27777777778, + "TP": 88.22222222222223, + "n_pred": 235.38888888888889, + "n_ref": 259.22222222222223 + }, + "12": { + "Dice": 0.39833199567276306, + "FN": 364.94444444444446, + "FP": 133.94444444444446, + "IoU": 0.30498181182117745, + "TN": 232764.5, + "TP": 379.27777777777777, + "n_pred": 513.2222222222222, + "n_ref": 744.2222222222222 + }, + "13": { + "Dice": 0.2097514396586456, + "FN": 1544.8333333333333, + "FP": 339.72222222222223, + "IoU": 0.15012917297464407, + "TN": 230601.27777777778, + "TP": 1156.8333333333333, + "n_pred": 1496.5555555555557, + "n_ref": 2701.6666666666665 + }, + "14": { + "Dice": 0.7396932413548187, + "FN": 1333.1666666666667, + "FP": 722.3333333333334, + "IoU": 0.6276595443073657, + "TN": 227338.83333333334, + "TP": 4248.333333333333, + "n_pred": 4970.666666666667, + "n_ref": 5581.5 + }, + "15": { + "Dice": 0.41331723681537325, + "FN": 2177.4444444444443, + "FP": 1041.3333333333333, + "IoU": 0.35067960065620996, + "TN": 226837.27777777778, + "TP": 3586.6111111111113, + "n_pred": 4627.944444444444, + "n_ref": 5764.055555555556 + }, + "2": { + "Dice": 0.6482927344333924, + "FN": 3043.277777777778, + "FP": 2719.6111111111113, + "IoU": 0.5665488401470763, + "TN": 221530.05555555556, + "TP": 6349.722222222223, + "n_pred": 9069.333333333334, + "n_ref": 9393.0 + }, + "3": { + "Dice": 0.4209660245328325, + "FN": 2722.5555555555557, + "FP": 2867.0, + "IoU": 0.3823821417801735, + "TN": 226635.88888888888, + "TP": 1417.2222222222222, + "n_pred": 4284.222222222223, + "n_ref": 4139.777777777777 + }, + "4": { + "Dice": 0.5617261419867622, + "FN": 471.27777777777777, + "FP": 936.8333333333334, + "IoU": 0.46538071755961985, + "TN": 230413.66666666666, + "TP": 1820.888888888889, + "n_pred": 2757.722222222222, + "n_ref": 2292.1666666666665 + }, + "5": { + "Dice": 0.3900201761857368, + "FN": 828.2222222222222, + "FP": 14.38888888888889, + "IoU": 0.2731819600981503, + "TN": 232557.72222222222, + "TP": 242.33333333333334, + "n_pred": 256.72222222222223, + "n_ref": 1070.5555555555557 + }, + "6": { + "Dice": 0.6250220046339159, + "FN": 2056.1666666666665, + "FP": 1401.7777777777778, + "IoU": 0.582599475707104, + "TN": 203773.11111111112, + "TP": 26411.61111111111, + "n_pred": 27813.38888888889, + "n_ref": 28467.777777777777 + }, + "7": { + "Dice": 0.31166284873603406, + "FN": 10481.944444444445, + "FP": 1169.7777777777778, + "IoU": 0.27820686490015417, + "TN": 217301.38888888888, + "TP": 4689.555555555556, + "n_pred": 5859.333333333333, + "n_ref": 15171.5 + }, + "8": { + "Dice": 0.8190410934369318, + "FN": 242.55555555555554, + "FP": 719.8333333333334, + "IoU": 0.7262358177700031, + "TN": 227056.66666666666, + "TP": 5623.611111111111, + "n_pred": 6343.444444444444, + "n_ref": 5866.166666666667 + }, + "9": { + "Dice": 0.5799901388709086, + "FN": 266.44444444444446, + "FP": 630.6111111111111, + "IoU": 0.5150740163654446, + "TN": 229717.16666666666, + "TP": 3028.4444444444443, + "n_pred": 3659.0555555555557, + "n_ref": 3294.8888888888887 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4119, + "IoU": 0.0, + "TN": 171113, + "TP": 0, + "n_pred": 4119, + "n_ref": 0 + }, + "10": { + "Dice": 0.07758620689655173, + "FN": 204, + "FP": 10, + "IoU": 0.04035874439461883, + "TN": 175009, + "TP": 9, + "n_pred": 19, + "n_ref": 213 + }, + "11": { + "Dice": 0.14635761589403973, + "FN": 2578, + "FP": 0, + "IoU": 0.07895677027509825, + "TN": 172433, + "TP": 221, + "n_pred": 221, + "n_ref": 2799 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 214, + "IoU": 0.0, + "TN": 175018, + "TP": 0, + "n_pred": 214, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 36, + "FP": 300, + "IoU": 0.0, + "TN": 174896, + "TP": 0, + "n_pred": 300, + "n_ref": 36 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5107575302711899, + "FN": 28895, + "FP": 439, + "IoU": 0.3429646552882677, + "TN": 130586, + "TP": 15312, + "n_pred": 15751, + "n_ref": 44207 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 28671, + "IoU": 0.0, + "TN": 146561, + "TP": 0, + "n_pred": 28671, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 175231, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9314162723958738, + "FN": 6744, + "FP": 330, + "IoU": 0.8716362118710193, + "TN": 120123, + "TP": 48035, + "n_pred": 48365, + "n_ref": 54779 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9084011503395949, + "FN": 666, + "FP": 831, + "IoU": 0.8321748878923767, + "TN": 166312, + "TP": 7423, + "n_pred": 8254, + "n_ref": 8089 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7707484452069483, + "FN": 3663, + "FP": 3820, + "IoU": 0.6270062805303559, + "TN": 155170, + "TP": 12579, + "n_pred": 16399, + "n_ref": 16242 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7036102271480302, + "FN": 1940, + "FP": 761, + "IoU": 0.5427458947012019, + "TN": 169325, + "TP": 3206, + "n_pred": 3967, + "n_ref": 5146 + }, + "13": { + "Dice": 0.0, + "FN": 975, + "FP": 0, + "IoU": 0.0, + "TN": 174257, + "TP": 0, + "n_pred": 0, + "n_ref": 975 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9221012171684817, + "FN": 1474, + "FP": 958, + "IoU": 0.855461785332224, + "TN": 158406, + "TP": 14394, + "n_pred": 15352, + "n_ref": 15868 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.125, + "FN": 18, + "FP": 1018, + "IoU": 0.06666666666666667, + "TN": 174122, + "TP": 74, + "n_pred": 1092, + "n_ref": 92 + }, + "7": { + "Dice": 0.6970932867223409, + "FN": 8744, + "FP": 614, + "IoU": 0.5350293153135248, + "TN": 155106, + "TP": 10768, + "n_pred": 11382, + "n_ref": 19512 + }, + "8": { + "Dice": 0.9193410865932267, + "FN": 376, + "FP": 1989, + "IoU": 0.8507227166571988, + "TN": 159389, + "TP": 13478, + "n_pred": 15467, + "n_ref": 13854 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 796, + "IoU": 0.0, + "TN": 174436, + "TP": 0, + "n_pred": 796, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 15, + "FP": 0, + "IoU": 0.0, + "TN": 350449, + "TP": 0, + "n_pred": 0, + "n_ref": 15 + }, + "10": { + "Dice": 0.0, + "FN": 150, + "FP": 0, + "IoU": 0.0, + "TN": 350314, + "TP": 0, + "n_pred": 0, + "n_ref": 150 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 2412, + "IoU": 0.0, + "TN": 348052, + "TP": 0, + "n_pred": 2412, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2705, + "FP": 0, + "IoU": 0.0, + "TN": 347759, + "TP": 0, + "n_pred": 0, + "n_ref": 2705 + }, + "13": { + "Dice": 0.3164196123147092, + "FN": 4437, + "FP": 359, + "IoU": 0.18794446325770403, + "TN": 344558, + "TP": 1110, + "n_pred": 1469, + "n_ref": 5547 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.5575831693195498, + "FN": 22250, + "FP": 903, + "IoU": 0.386561746549029, + "TN": 312721, + "TP": 14590, + "n_pred": 15493, + "n_ref": 36840 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 20664, + "IoU": 0.0, + "TN": 329800, + "TP": 0, + "n_pred": 20664, + "n_ref": 0 + }, + "4": { + "Dice": 0.5356076537632734, + "FN": 6509, + "FP": 11378, + "IoU": 0.36575420182965745, + "TN": 322262, + "TP": 10315, + "n_pred": 21693, + "n_ref": 16824 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9475874688305398, + "FN": 836, + "FP": 7929, + "IoU": 0.9003954635332622, + "TN": 262466, + "TP": 79233, + "n_pred": 87162, + "n_ref": 80069 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.49137931034482757, + "FN": 11, + "FP": 107, + "IoU": 0.32571428571428573, + "TN": 350289, + "TP": 57, + "n_pred": 164, + "n_ref": 68 + }, + "9": { + "Dice": 0.8569228615427692, + "FN": 630, + "FP": 1414, + "IoU": 0.7496631965707288, + "TN": 342299, + "TP": 6121, + "n_pred": 7535, + "n_ref": 6751 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5483870967741935, + "FN": 138, + "FP": 30, + "IoU": 0.37777777777777777, + "TN": 350194, + "TP": 102, + "n_pred": 132, + "n_ref": 240 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8190360380278576, + "FN": 692, + "FP": 2582, + "IoU": 0.6935317794626977, + "TN": 339781, + "TP": 7409, + "n_pred": 9991, + "n_ref": 8101 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8901191075322933, + "FN": 582, + "FP": 73, + "IoU": 0.8019951632406288, + "TN": 347156, + "TP": 2653, + "n_pred": 2726, + "n_ref": 3235 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 290, + "IoU": 0.0, + "TN": 350174, + "TP": 0, + "n_pred": 290, + "n_ref": 0 + }, + "4": { + "Dice": 0.8669223768040567, + "FN": 1405, + "FP": 2689, + "IoU": 0.7651041367835217, + "TN": 333035, + "TP": 13335, + "n_pred": 16024, + "n_ref": 14740 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9452152258982568, + "FN": 2145, + "FP": 2167, + "IoU": 0.8961214165261383, + "TN": 308954, + "TP": 37198, + "n_pred": 39365, + "n_ref": 39343 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 220, + "IoU": 0.0, + "TN": 350244, + "TP": 0, + "n_pred": 220, + "n_ref": 0 + }, + "8": { + "Dice": 0.8324449296769636, + "FN": 40, + "FP": 2569, + "IoU": 0.712981298129813, + "TN": 341374, + "TP": 6481, + "n_pred": 9050, + "n_ref": 6521 + }, + "9": { + "Dice": 0.7991000627005496, + "FN": 2272, + "FP": 3175, + "IoU": 0.6654176904176904, + "TN": 334184, + "TP": 10833, + "n_pred": 14008, + "n_ref": 13105 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.787669259579372, + "FN": 500, + "FP": 237, + "IoU": 0.6497148288973384, + "TN": 173128, + "TP": 1367, + "n_pred": 1604, + "n_ref": 1867 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2940112540192926, + "FN": 7016, + "FP": 10, + "IoU": 0.1723406761691601, + "TN": 166743, + "TP": 1463, + "n_pred": 1473, + "n_ref": 8479 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.95260663507109, + "FN": 2786, + "FP": 4294, + "IoU": 0.9095022624434389, + "TN": 96998, + "TP": 71154, + "n_pred": 75448, + "n_ref": 73940 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9679204448949401, + "FN": 611, + "FP": 560, + "IoU": 0.9378351117481553, + "TN": 156395, + "TP": 17666, + "n_pred": 18226, + "n_ref": 18277 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8348868175765646, + "FN": 145, + "FP": 103, + "IoU": 0.7165714285714285, + "TN": 174357, + "TP": 627, + "n_pred": 730, + "n_ref": 772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9626992408896528, + "FN": 929, + "FP": 894, + "IoU": 0.9280811109357741, + "TN": 149884, + "TP": 23525, + "n_pred": 24419, + "n_ref": 24454 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5030002608922515, + "FN": 1559, + "FP": 346, + "IoU": 0.3360055768560474, + "TN": 172363, + "TP": 964, + "n_pred": 1310, + "n_ref": 2523 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9155982905982906, + "FN": 43, + "FP": 747, + "IoU": 0.8443349753694581, + "TN": 170157, + "TP": 4285, + "n_pred": 5032, + "n_ref": 4328 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.978807078872624, + "FN": 1378, + "FP": 1532, + "IoU": 0.9584937954642704, + "TN": 105122, + "TP": 67200, + "n_pred": 68732, + "n_ref": 68578 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8443745373797187, + "FN": 569, + "FP": 2795, + "IoU": 0.7306645316253002, + "TN": 162742, + "TP": 9126, + "n_pred": 11921, + "n_ref": 9695 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9369620598194722, + "FN": 3598, + "FP": 2415, + "IoU": 0.8814003944773176, + "TN": 124532, + "TP": 44687, + "n_pred": 47102, + "n_ref": 48285 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8957071372135896, + "FN": 530, + "FP": 262, + "IoU": 0.8111137610302885, + "TN": 346271, + "TP": 3401, + "n_pred": 3663, + "n_ref": 3931 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1056, + "IoU": 0.0, + "TN": 349408, + "TP": 0, + "n_pred": 1056, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 350457, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.13908142280447863, + "FN": 11299, + "FP": 4, + "IoU": 0.07473804846103471, + "TN": 338248, + "TP": 913, + "n_pred": 917, + "n_ref": 12212 + }, + "6": { + "Dice": 0.1764782326185835, + "FN": 12470, + "FP": 204, + "IoU": 0.0967787913340935, + "TN": 336432, + "TP": 1358, + "n_pred": 1562, + "n_ref": 13828 + }, + "7": { + "Dice": 0.0, + "FN": 480, + "FP": 14843, + "IoU": 0.0, + "TN": 335141, + "TP": 0, + "n_pred": 14843, + "n_ref": 480 + }, + "8": { + "Dice": 0.962201743254769, + "FN": 2002, + "FP": 1632, + "IoU": 0.9271568313021168, + "TN": 300576, + "TP": 46254, + "n_pred": 47886, + "n_ref": 48256 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.25447652847233426, + "FN": 4272, + "FP": 14214, + "IoU": 0.14578808742664387, + "TN": 153591, + "TP": 3155, + "n_pred": 17369, + "n_ref": 7427 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5636088499269464, + "FN": 14651, + "FP": 2075, + "IoU": 0.39237839212409636, + "TN": 147705, + "TP": 10801, + "n_pred": 12876, + "n_ref": 25452 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0023802439750074383, + "FN": 16, + "FP": 3337, + "IoU": 0.0011915400655347036, + "TN": 171875, + "TP": 4, + "n_pred": 3341, + "n_ref": 20 + }, + "8": { + "Dice": 0.928150765606596, + "FN": 320, + "FP": 1083, + "IoU": 0.865934065934066, + "TN": 164767, + "TP": 9062, + "n_pred": 10145, + "n_ref": 9382 + }, + "9": { + "Dice": 0.9291891060163102, + "FN": 736, + "FP": 1565, + "IoU": 0.8677434187837683, + "TN": 157834, + "TP": 15097, + "n_pred": 16662, + "n_ref": 15833 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 96, + "IoU": 0.0, + "TN": 175136, + "TP": 0, + "n_pred": 96, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 80, + "IoU": 0.0, + "TN": 175152, + "TP": 0, + "n_pred": 80, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 61, + "IoU": 0.0, + "TN": 175171, + "TP": 0, + "n_pred": 61, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 148, + "IoU": 0.0, + "TN": 175084, + "TP": 0, + "n_pred": 148, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 43049, + "IoU": 0.0, + "TN": 132183, + "TP": 0, + "n_pred": 43049, + "n_ref": 0 + }, + "3": { + "Dice": 0.17097089411600475, + "FN": 47432, + "FP": 78, + "IoU": 0.09347631132057471, + "TN": 122823, + "TP": 4899, + "n_pred": 4977, + "n_ref": 52331 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.714859437751004, + "FN": 419, + "FP": 7, + "IoU": 0.55625, + "TN": 174272, + "TP": 534, + "n_pred": 541, + "n_ref": 953 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 59, + "IoU": 0.0, + "TN": 175173, + "TP": 0, + "n_pred": 59, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 171272, + "FP": 0, + "IoU": 0.0, + "TN": 3960, + "TP": 0, + "n_pred": 0, + "n_ref": 171272 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.987730523813958, + "FN": 2372, + "FP": 395, + "IoU": 0.9757584783999019, + "TN": 236321, + "TP": 111376, + "n_pred": 111771, + "n_ref": 113748 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 69, + "IoU": 0.0, + "TN": 350395, + "TP": 0, + "n_pred": 69, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9814236083569967, + "FN": 491, + "FP": 1851, + "IoU": 0.9635247944181411, + "TN": 111024, + "TP": 61866, + "n_pred": 63717, + "n_ref": 62357 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 979, + "FP": 0, + "IoU": 0.0, + "TN": 174253, + "TP": 0, + "n_pred": 0, + "n_ref": 979 + }, + "7": { + "Dice": 0.9392878696439348, + "FN": 69, + "FP": 434, + "IoU": 0.8855257168866636, + "TN": 170838, + "TP": 3891, + "n_pred": 4325, + "n_ref": 3960 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8976126261112776, + "FN": 1001, + "FP": 1049, + "IoU": 0.8142442914099312, + "TN": 339428, + "TP": 8986, + "n_pred": 10035, + "n_ref": 9987 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7850494903235338, + "FN": 365, + "FP": 1090, + "IoU": 0.6461575875486382, + "TN": 346352, + "TP": 2657, + "n_pred": 3747, + "n_ref": 3022 + }, + "13": { + "Dice": 0.10443864229765012, + "FN": 0, + "FP": 686, + "IoU": 0.05509641873278237, + "TN": 349738, + "TP": 40, + "n_pred": 726, + "n_ref": 40 + }, + "14": { + "Dice": 0.8846665567100995, + "FN": 7262, + "FP": 3227, + "IoU": 0.7931857168207899, + "TN": 299747, + "TP": 40228, + "n_pred": 43455, + "n_ref": 47490 + }, + "15": { + "Dice": 0.8838222183247834, + "FN": 7386, + "FP": 563, + "IoU": 0.7918292523242111, + "TN": 312279, + "TP": 30236, + "n_pred": 30799, + "n_ref": 37622 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9380917698470502, + "FN": 57, + "FP": 198, + "IoU": 0.8834019204389575, + "TN": 348277, + "TP": 1932, + "n_pred": 2130, + "n_ref": 1989 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 350460, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 32, + "FP": 4, + "IoU": 0.0, + "TN": 350428, + "TP": 0, + "n_pred": 4, + "n_ref": 32 + }, + "8": { + "Dice": 0.6300320291402374, + "FN": 1141, + "FP": 4750, + "IoU": 0.45988814522783533, + "TN": 339557, + "TP": 5016, + "n_pred": 9766, + "n_ref": 6157 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8928694670138344, + "FN": 3774, + "FP": 3056, + "IoU": 0.8064717216366315, + "TN": 139940, + "TP": 28462, + "n_pred": 31518, + "n_ref": 32236 + }, + "15": { + "Dice": 0.018060152539933802, + "FN": 16337, + "FP": 10957, + "IoU": 0.00911236159012525, + "TN": 147687, + "TP": 251, + "n_pred": 11208, + "n_ref": 16588 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5658424930259174, + "FN": 17356, + "FP": 853, + "IoU": 0.394546965918537, + "TN": 145157, + "TP": 11866, + "n_pred": 12719, + "n_ref": 29222 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 35, + "IoU": 0.0, + "TN": 175197, + "TP": 0, + "n_pred": 35, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8186255111462868, + "FN": 1513, + "FP": 9487, + "IoU": 0.6929432782492184, + "TN": 139408, + "TP": 24824, + "n_pred": 34311, + "n_ref": 26337 + }, + "7": { + "Dice": 0.0018198362147406734, + "FN": 5483, + "FP": 2, + "IoU": 0.0009107468123861566, + "TN": 169742, + "TP": 5, + "n_pred": 7, + "n_ref": 5488 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 175222, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.640958929566995, + "FN": 3609, + "FP": 255, + "IoU": 0.471625871735266, + "TN": 167919, + "TP": 3449, + "n_pred": 3704, + "n_ref": 7058 + }, + "6": { + "Dice": 0.9279073254854915, + "FN": 3568, + "FP": 278, + "IoU": 0.8655103682204427, + "TN": 146635, + "TP": 24751, + "n_pred": 25029, + "n_ref": 28319 + }, + "7": { + "Dice": 0.8089030206677266, + "FN": 1201, + "FP": 1, + "IoU": 0.6791243993593166, + "TN": 171486, + "TP": 2544, + "n_pred": 2545, + "n_ref": 3745 + }, + "8": { + "Dice": 0.9697377894419026, + "FN": 476, + "FP": 827, + "IoU": 0.9412533814247069, + "TN": 153052, + "TP": 20877, + "n_pred": 21704, + "n_ref": 21353 + }, + "9": { + "Dice": 0.8914112516623883, + "FN": 347, + "FP": 3164, + "IoU": 0.8040955250530075, + "TN": 157310, + "TP": 14411, + "n_pred": 17575, + "n_ref": 14758 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.44154370034052215, + "FN": 12961, + "FP": 6719, + "IoU": 0.2833211944646759, + "TN": 323004, + "TP": 7780, + "n_pred": 14499, + "n_ref": 20741 + }, + "15": { + "Dice": 0.7513865763967759, + "FN": 15471, + "FP": 7076, + "IoU": 0.6017767887105036, + "TN": 293845, + "TP": 34072, + "n_pred": 41148, + "n_ref": 49543 + }, + "2": { + "Dice": 0.9786899644062312, + "FN": 266, + "FP": 195, + "IoU": 0.9582692133610935, + "TN": 339417, + "TP": 10586, + "n_pred": 10781, + "n_ref": 10852 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9854649999714216, + "FN": 2157, + "FP": 386, + "IoU": 0.9713464788732394, + "TN": 261714, + "TP": 86207, + "n_pred": 86593, + "n_ref": 88364 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 293, + "IoU": 0.0, + "TN": 350171, + "TP": 0, + "n_pred": 293, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3018029/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.5305606485340333, + "FN": 1087.1088017429195, + "FP": 655.1883660130719, + "IoU": 0.45447489572213406, + "TN": 238820.31690631813, + "TP": 4075.0016122004354, + "n_pred": 4730.189978213507, + "n_ref": 5162.110413943355 + }, + "mean": { + "1": { + "Dice": 0.6175024074021463, + "FN": 951.7745098039217, + "FP": 189.797385620915, + "IoU": 0.5821037540672923, + "TN": 238425.16013071896, + "TP": 5070.883660130719, + "n_pred": 5260.681045751635, + "n_ref": 6022.658169934641 + }, + "10": { + "Dice": 0.4341073635200689, + "FN": 1174.6084967320262, + "FP": 663.7143790849674, + "IoU": 0.34529875519615605, + "TN": 240867.5091503268, + "TP": 1931.7836601307185, + "n_pred": 2595.4980392156863, + "n_ref": 3106.392156862745 + }, + "11": { + "Dice": 0.49444519996739633, + "FN": 152.6, + "FP": 73.78627450980392, + "IoU": 0.38101353488549305, + "TN": 244262.14967320263, + "TP": 149.0797385620915, + "n_pred": 222.8660130718954, + "n_ref": 301.6797385620915 + }, + "12": { + "Dice": 0.40582224473341544, + "FN": 299.7653594771242, + "FP": 80.33006535947712, + "IoU": 0.30772994184158087, + "TN": 243948.31176470587, + "TP": 309.2084967320261, + "n_pred": 389.53856209150325, + "n_ref": 608.9738562091504 + }, + "13": { + "Dice": 0.3536450801278856, + "FN": 1350.9313725490194, + "FP": 570.9091503267974, + "IoU": 0.26390996069866696, + "TN": 241573.29084967318, + "TP": 1142.4843137254902, + "n_pred": 1713.393464052288, + "n_ref": 2493.4156862745094 + }, + "14": { + "Dice": 0.5344158105800184, + "FN": 1333.092156862745, + "FP": 762.5843137254902, + "IoU": 0.4384476459011773, + "TN": 239724.531372549, + "TP": 2817.4078431372554, + "n_pred": 3579.9921568627456, + "n_ref": 4150.5 + }, + "15": { + "Dice": 0.5128108334203735, + "FN": 900.4653594771241, + "FP": 803.5725490196079, + "IoU": 0.4105129677348579, + "TN": 241090.23202614379, + "TP": 1843.345751633987, + "n_pred": 2646.9183006535945, + "n_ref": 2743.811111111111 + }, + "2": { + "Dice": 0.5503822590659863, + "FN": 1235.6555555555556, + "FP": 1152.9222222222222, + "IoU": 0.5064410850126692, + "TN": 237571.18758169934, + "TP": 4677.850326797386, + "n_pred": 5830.772549019608, + "n_ref": 5913.505882352942 + }, + "3": { + "Dice": 0.6338983502302378, + "FN": 1246.7111111111112, + "FP": 805.9764705882353, + "IoU": 0.5886562803471234, + "TN": 237735.61307189538, + "TP": 4849.315032679739, + "n_pred": 5655.291503267974, + "n_ref": 6096.026143790849 + }, + "4": { + "Dice": 0.44018449832027196, + "FN": 531.6555555555556, + "FP": 436.3078431372549, + "IoU": 0.3600666284053264, + "TN": 242456.58039215687, + "TP": 1213.0718954248364, + "n_pred": 1649.3797385620917, + "n_ref": 1744.727450980392 + }, + "5": { + "Dice": 0.4392658649937096, + "FN": 363.0326797385621, + "FP": 68.36013071895425, + "IoU": 0.35056123715403614, + "TN": 243732.19150326797, + "TP": 474.0313725490197, + "n_pred": 542.3915032679738, + "n_ref": 837.0640522875817 + }, + "6": { + "Dice": 0.6076085081112605, + "FN": 1779.092156862745, + "FP": 2734.1202614379085, + "IoU": 0.5648083035638229, + "TN": 215486.09281045749, + "TP": 24638.310457516338, + "n_pred": 27372.430718954245, + "n_ref": 26417.402614379087 + }, + "7": { + "Dice": 0.4444443507947093, + "FN": 3883.624183006536, + "FP": 630.1790849673203, + "IoU": 0.3773937078777962, + "TN": 235956.4071895425, + "TP": 4167.40522875817, + "n_pred": 4797.58431372549, + "n_ref": 8051.0294117647045 + }, + "8": { + "Dice": 0.851315528162543, + "FN": 497.5111111111111, + "FP": 491.95490196078435, + "IoU": 0.7940084176787917, + "TN": 238343.01568627456, + "TP": 5305.133986928105, + "n_pred": 5797.088888888889, + "n_ref": 5802.6450980392165 + }, + "9": { + "Dice": 0.6385614285804754, + "FN": 606.1124183006535, + "FP": 363.31045751633985, + "IoU": 0.5461712154672206, + "TN": 241132.48039215687, + "TP": 2535.7124183006536, + "n_pred": 2899.0228758169933, + "n_ref": 3141.824836601307 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/loop_003/summary.json b/nnActive_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/loop_003/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e4b751c1f23b7741b86c44433d9db94deafed8ea --- /dev/null +++ b/nnActive_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/loop_003/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.7465992630215068, + "FN": 31036.40133333334, + "FP": 23982.012, + "IoU": 0.632910082440692, + "TN": 96246388.29733334, + "TP": 155554.12933333337, + "n_pred": 179536.14133333336, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.8671192998037078, + "FN": 23459.72, + "FP": 23110.44, + "IoU": 0.7961622064945284, + "TN": 96239562.26, + "TP": 170828.42, + "n_pred": 193938.86, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.694956286163304, + "FN": 19862.96, + "FP": 22350.08, + "IoU": 0.5562680020014583, + "TN": 96360388.2, + "TP": 54359.6, + "n_pred": 76709.68, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.7134538429652573, + "FN": 1271.2, + "FP": 600.28, + "IoU": 0.5668158781350995, + "TN": 96452660.18, + "TP": 2429.18, + "n_pred": 3029.46, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.6887948733071848, + "FN": 1582.9, + "FP": 740.98, + "IoU": 0.5413699557875459, + "TN": 96451983.2, + "TP": 2653.76, + "n_pred": 3394.74, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.5306183240400281, + "FN": 31132.96, + "FP": 9753.96, + "IoU": 0.3910462716856863, + "TN": 96389348.74, + "TP": 26725.18, + "n_pred": 36479.14, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.7363585748113453, + "FN": 53193.52, + "FP": 20501.94, + "IoU": 0.6197302070614547, + "TN": 96298100.76, + "TP": 85164.62, + "n_pred": 105666.56, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.5414028258967836, + "FN": 24993.68, + "FP": 27082.6, + "IoU": 0.39581980078985873, + "TN": 96375831.2, + "TP": 29053.36, + "n_pred": 56135.96, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.8359837342108188, + "FN": 32400.4, + "FP": 14562.14, + "IoU": 0.7375798169775805, + "TN": 96285557.0, + "TP": 124441.3, + "n_pred": 139003.44, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.8563523143750703, + "FN": 19517.88, + "FP": 30080.1, + "IoU": 0.7581589566545626, + "TN": 96263478.16, + "TP": 143884.7, + "n_pred": 173964.8, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.6792832649071511, + "FN": 8247.7, + "FP": 6364.26, + "IoU": 0.5784332940825258, + "TN": 96424019.08, + "TP": 18329.8, + "n_pred": 24694.06, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.695049368791888, + "FN": 8182.2, + "FP": 1512.6, + "IoU": 0.5603432048678237, + "TN": 96438296.08, + "TP": 8969.96, + "n_pred": 10482.56, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9257893219505224, + "FN": 85624.26, + "FP": 129989.14, + "IoU": 0.8696348739802698, + "TN": 94967748.08, + "TP": 1273599.36, + "n_pred": 1403588.5, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.6909561099096179, + "FN": 127405.44, + "FP": 53982.84, + "IoU": 0.5589156117854049, + "TN": 96064053.34, + "TP": 211519.22, + "n_pred": 265502.06, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.9244141274108223, + "FN": 12632.58, + "FP": 9435.08, + "IoU": 0.8614682384715487, + "TN": 96315156.58, + "TP": 119736.6, + "n_pred": 129171.68, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.8184566767790993, + "FN": 16038.62, + "FP": 9663.74, + "IoU": 0.7019049178350323, + "TN": 96369641.6, + "TP": 61616.88, + "n_pred": 71280.62, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.8407212586707856, + "FN": 3426, + "FP": 30397, + "IoU": 0.7252106233802107, + "TN": 119470233, + "TP": 89264, + "n_pred": 119661, + "n_ref": 92690 + }, + "10": { + "Dice": 0.7840793641307596, + "FN": 9735, + "FP": 26395, + "IoU": 0.644844195419247, + "TN": 119491590, + "TP": 65600, + "n_pred": 91995, + "n_ref": 75335 + }, + "11": { + "Dice": 0.7980460572226099, + "FN": 687, + "FP": 760, + "IoU": 0.6639572689270785, + "TN": 119589014, + "TP": 2859, + "n_pred": 3619, + "n_ref": 3546 + }, + "12": { + "Dice": 0.715014164305949, + "FN": 1310, + "FP": 1205, + "IoU": 0.5564373897707231, + "TN": 119587650, + "TP": 3155, + "n_pred": 4360, + "n_ref": 4465 + }, + "13": { + "Dice": 0.4040595983588858, + "FN": 34045, + "FP": 21151, + "IoU": 0.2531796287276073, + "TN": 119519412, + "TP": 18712, + "n_pred": 39863, + "n_ref": 52757 + }, + "14": { + "Dice": 0.4462713419356376, + "FN": 172573, + "FP": 13327, + "IoU": 0.28722604788123246, + "TN": 119332508, + "TP": 74912, + "n_pred": 88239, + "n_ref": 247485 + }, + "15": { + "Dice": 0.19255291604634603, + "FN": 20964, + "FP": 78830, + "IoU": 0.10653308622742697, + "TN": 119481627, + "TP": 11899, + "n_pred": 90729, + "n_ref": 32863 + }, + "2": { + "Dice": 0.9573706063199264, + "FN": 4871, + "FP": 7234, + "IoU": 0.918227140077821, + "TN": 119445288, + "TP": 135927, + "n_pred": 143161, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9482859043536107, + "FN": 10011, + "FP": 7480, + "IoU": 0.901657502052199, + "TN": 119415462, + "TP": 160367, + "n_pred": 167847, + "n_ref": 170378 + }, + "4": { + "Dice": 0.8183469640460602, + "FN": 22520, + "FP": 1979, + "IoU": 0.692544206417931, + "TN": 119513637, + "TP": 55184, + "n_pred": 57163, + "n_ref": 77704 + }, + "5": { + "Dice": 0.13199260905658355, + "FN": 59335, + "FP": 5493, + "IoU": 0.07065957538311567, + "TN": 119523563, + "TP": 4929, + "n_pred": 10422, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9591304471596108, + "FN": 36386, + "FP": 61240, + "IoU": 0.9214703653712192, + "TN": 118350146, + "TP": 1145548, + "n_pred": 1206788, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 113200, + "IoU": 0.0, + "TN": 119480120, + "TP": 0, + "n_pred": 113200, + "n_ref": 0 + }, + "8": { + "Dice": 0.8596080787376531, + "FN": 43265, + "FP": 36187, + "IoU": 0.7537830308251547, + "TN": 119270629, + "TP": 243239, + "n_pred": 279426, + "n_ref": 286504 + }, + "9": { + "Dice": 0.7039569225748552, + "FN": 33392, + "FP": 2894, + "IoU": 0.5431585838747042, + "TN": 119513892, + "TP": 43142, + "n_pred": 46036, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.912585969562353, + "FN": 10559, + "FP": 23542, + "IoU": 0.839225855118927, + "TN": 72613555, + "TP": 178004, + "n_pred": 201546, + "n_ref": 188563 + }, + "10": { + "Dice": 0.6413914496255855, + "FN": 14704, + "FP": 45397, + "IoU": 0.4720943714426253, + "TN": 72711812, + "TP": 53747, + "n_pred": 99144, + "n_ref": 68451 + }, + "11": { + "Dice": 0.7141451898485146, + "FN": 432, + "FP": 1021, + "IoU": 0.5553855569155447, + "TN": 72822392, + "TP": 1815, + "n_pred": 2836, + "n_ref": 2247 + }, + "12": { + "Dice": 0.6675159235668789, + "FN": 1040, + "FP": 787, + "IoU": 0.5009560229445507, + "TN": 72821999, + "TP": 1834, + "n_pred": 2621, + "n_ref": 2874 + }, + "13": { + "Dice": 0.6038952729506308, + "FN": 26587, + "FP": 4367, + "IoU": 0.43255728689275896, + "TN": 72771110, + "TP": 23596, + "n_pred": 27963, + "n_ref": 50183 + }, + "14": { + "Dice": 0.82359623110771, + "FN": 8009, + "FP": 21497, + "IoU": 0.7000965594348733, + "TN": 72727275, + "TP": 68879, + "n_pred": 90376, + "n_ref": 76888 + }, + "15": { + "Dice": 0.5491014760341156, + "FN": 16310, + "FP": 26671, + "IoU": 0.37845615455807496, + "TN": 72756508, + "TP": 26171, + "n_pred": 52842, + "n_ref": 42481 + }, + "2": { + "Dice": 0.8364633452325522, + "FN": 6499, + "FP": 44077, + "IoU": 0.7188972876834149, + "TN": 72645740, + "TP": 129344, + "n_pred": 173421, + "n_ref": 135843 + }, + "3": { + "Dice": 0.7637622042188356, + "FN": 46260, + "FP": 3778, + "IoU": 0.61781172426962, + "TN": 72694735, + "TP": 80887, + "n_pred": 84665, + "n_ref": 127147 + }, + "4": { + "Dice": 0.7933213619725119, + "FN": 4037, + "FP": 7933, + "IoU": 0.6574421200240391, + "TN": 72790717, + "TP": 22973, + "n_pred": 30906, + "n_ref": 27010 + }, + "5": { + "Dice": 0.6258124419684308, + "FN": 4595, + "FP": 241, + "IoU": 0.4554054054054054, + "TN": 72816780, + "TP": 4044, + "n_pred": 4285, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9548321524976785, + "FN": 59767, + "FP": 48846, + "IoU": 0.9135682414833926, + "TN": 71569027, + "TP": 1148020, + "n_pred": 1196866, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.7704951596858072, + "FN": 78942, + "FP": 16339, + "IoU": 0.6266711072799938, + "TN": 72570440, + "TP": 159939, + "n_pred": 176278, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9332301607772333, + "FN": 3922, + "FP": 3844, + "IoU": 0.874818659531255, + "TN": 72763622, + "TP": 54272, + "n_pred": 58116, + "n_ref": 58194 + }, + "9": { + "Dice": 0.848608687978168, + "FN": 15482, + "FP": 6819, + "IoU": 0.7370289137304844, + "TN": 72740856, + "TP": 62503, + "n_pred": 69322, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9566922117269648, + "FN": 13113, + "FP": 9243, + "IoU": 0.9169798428425009, + "TN": 71540204, + "TP": 246928, + "n_pred": 256171, + "n_ref": 260041 + }, + "10": { + "Dice": 0.8085880756644584, + "FN": 17737, + "FP": 18236, + "IoU": 0.6786805295031888, + "TN": 71697534, + "TP": 75981, + "n_pred": 94217, + "n_ref": 93718 + }, + "11": { + "Dice": 0.6839192708333334, + "FN": 1268, + "FP": 674, + "IoU": 0.5196636161266386, + "TN": 71805445, + "TP": 2101, + "n_pred": 2775, + "n_ref": 3369 + }, + "12": { + "Dice": 0.5729034976822588, + "FN": 3790, + "FP": 264, + "IoU": 0.40144692160047246, + "TN": 71802715, + "TP": 2719, + "n_pred": 2983, + "n_ref": 6509 + }, + "13": { + "Dice": 0.7499890164928343, + "FN": 21224, + "FP": 7229, + "IoU": 0.5999859412343597, + "TN": 71738358, + "TP": 42677, + "n_pred": 49906, + "n_ref": 63901 + }, + "14": { + "Dice": 0.3263386853387043, + "FN": 418798, + "FP": 7988, + "IoU": 0.19498490075618824, + "TN": 71279329, + "TP": 103373, + "n_pred": 111361, + "n_ref": 522171 + }, + "15": { + "Dice": 0.15809971478348156, + "FN": 164283, + "FP": 10168, + "IoU": 0.0858351106476411, + "TN": 71618657, + "TP": 16380, + "n_pred": 26548, + "n_ref": 180663 + }, + "2": { + "Dice": 0.8343640540382622, + "FN": 11216, + "FP": 42645, + "IoU": 0.7158015818994402, + "TN": 71619969, + "TP": 135658, + "n_pred": 178303, + "n_ref": 146874 + }, + "3": { + "Dice": 0.823237617630621, + "FN": 48743, + "FP": 9768, + "IoU": 0.6995784620282086, + "TN": 71614725, + "TP": 136252, + "n_pred": 146020, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7741258525445175, + "FN": 1433, + "FP": 5886, + "IoU": 0.6314888474900558, + "TN": 71789627, + "TP": 12542, + "n_pred": 18428, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8411782569085939, + "FN": 2033, + "FP": 1105, + "IoU": 0.7258909853249476, + "TN": 71798040, + "TP": 8310, + "n_pred": 9415, + "n_ref": 10343 + }, + "6": { + "Dice": 0.958859427942307, + "FN": 35863, + "FP": 68169, + "IoU": 0.9209701875772962, + "TN": 70493124, + "TP": 1212332, + "n_pred": 1280501, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.9249831279198527, + "FN": 23385, + "FP": 10962, + "IoU": 0.8604359168149791, + "TN": 71563386, + "TP": 211755, + "n_pred": 222717, + "n_ref": 235140 + }, + "8": { + "Dice": 0.940260158373422, + "FN": 5301, + "FP": 4348, + "IoU": 0.8872556465653225, + "TN": 71723905, + "TP": 75934, + "n_pred": 80282, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8515563027597883, + "FN": 16231, + "FP": 8845, + "IoU": 0.7414872011628746, + "TN": 71712487, + "TP": 71925, + "n_pred": 80770, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.951676472806819, + "FN": 12332, + "FP": 8168, + "IoU": 0.9078079887750605, + "TN": 135223148, + "TP": 201862, + "n_pred": 210030, + "n_ref": 214194 + }, + "10": { + "Dice": 0.7863147801266613, + "FN": 14612, + "FP": 23718, + "IoU": 0.6478737379769046, + "TN": 135336657, + "TP": 70523, + "n_pred": 94241, + "n_ref": 85135 + }, + "11": { + "Dice": 0.6120821833793315, + "FN": 1551, + "FP": 979, + "IoU": 0.4410075121520106, + "TN": 135440984, + "TP": 1996, + "n_pred": 2975, + "n_ref": 3547 + }, + "12": { + "Dice": 0.6803149606299213, + "FN": 2484, + "FP": 358, + "IoU": 0.5155131264916468, + "TN": 135439644, + "TP": 3024, + "n_pred": 3382, + "n_ref": 5508 + }, + "13": { + "Dice": 0.580141042337273, + "FN": 16963, + "FP": 17211, + "IoU": 0.40859061331856567, + "TN": 135387726, + "TP": 23610, + "n_pred": 40821, + "n_ref": 40573 + }, + "14": { + "Dice": 0.8844217290324362, + "FN": 14876, + "FP": 18615, + "IoU": 0.7927921796696158, + "TN": 135283880, + "TP": 128139, + "n_pred": 146754, + "n_ref": 143015 + }, + "15": { + "Dice": 0.5573669416991568, + "FN": 20563, + "FP": 28255, + "IoU": 0.3863539231214018, + "TN": 135365956, + "TP": 30736, + "n_pred": 58991, + "n_ref": 51299 + }, + "2": { + "Dice": 0.8141403347832881, + "FN": 48016, + "FP": 25732, + "IoU": 0.686540202574903, + "TN": 135210239, + "TP": 161523, + "n_pred": 187255, + "n_ref": 209539 + }, + "3": { + "Dice": 0.8088931750473137, + "FN": 48208, + "FP": 36210, + "IoU": 0.6791105198137414, + "TN": 135182435, + "TP": 178657, + "n_pred": 214867, + "n_ref": 226865 + }, + "4": { + "Dice": 0.881281481384063, + "FN": 3336, + "FP": 5691, + "IoU": 0.7877598043825825, + "TN": 135402978, + "TP": 33505, + "n_pred": 39196, + "n_ref": 36841 + }, + "5": { + "Dice": 0.5593869731800766, + "FN": 15853, + "FP": 3352, + "IoU": 0.3882978723404255, + "TN": 135414114, + "TP": 12191, + "n_pred": 15543, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9605951030095, + "FN": 52667, + "FP": 79398, + "IoU": 0.9241779654789135, + "TN": 133703734, + "TP": 1609711, + "n_pred": 1689109, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.8037781665567251, + "FN": 30818, + "FP": 51282, + "IoU": 0.6719306938605886, + "TN": 135195258, + "TP": 168152, + "n_pred": 219434, + "n_ref": 198970 + }, + "8": { + "Dice": 0.8779999516249369, + "FN": 53681, + "FP": 11890, + "IoU": 0.7825311174420185, + "TN": 135143991, + "TP": 235948, + "n_pred": 247838, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8400295472120589, + "FN": 25253, + "FP": 2467, + "IoU": 0.7241818489368265, + "TN": 135345009, + "TP": 72781, + "n_pred": 75248, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8671516663202383, + "FN": 37191, + "FP": 29918, + "IoU": 0.7654613954398669, + "TN": 105467873, + "TP": 219023, + "n_pred": 248941, + "n_ref": 256214 + }, + "10": { + "Dice": 0.3442372807463706, + "FN": 36797, + "FP": 53453, + "IoU": 0.20790254348856396, + "TN": 105640067, + "TP": 23688, + "n_pred": 77141, + "n_ref": 60485 + }, + "11": { + "Dice": 0.7141585040071238, + "FN": 464, + "FP": 1141, + "IoU": 0.5554016620498615, + "TN": 105750395, + "TP": 2005, + "n_pred": 3146, + "n_ref": 2469 + }, + "12": { + "Dice": 0.6196271072903874, + "FN": 1629, + "FP": 1778, + "IoU": 0.448883856357166, + "TN": 105747823, + "TP": 2775, + "n_pred": 4553, + "n_ref": 4404 + }, + "13": { + "Dice": 0.24858686874961178, + "FN": 68896, + "FP": 3686, + "IoU": 0.14193502624485743, + "TN": 105669417, + "TP": 12006, + "n_pred": 15692, + "n_ref": 80902 + }, + "14": { + "Dice": 0.850543189220734, + "FN": 48969, + "FP": 3020, + "IoU": 0.7399522811510547, + "TN": 105554084, + "TP": 147932, + "n_pred": 150952, + "n_ref": 196901 + }, + "15": { + "Dice": 0.7950248014023048, + "FN": 6615, + "FP": 4377, + "IoU": 0.6597851991705098, + "TN": 105721696, + "TP": 21317, + "n_pred": 25694, + "n_ref": 27932 + }, + "2": { + "Dice": 0.9294975904576799, + "FN": 13246, + "FP": 7938, + "IoU": 0.8682816425000621, + "TN": 105593177, + "TP": 139644, + "n_pred": 147582, + "n_ref": 152890 + }, + "3": { + "Dice": 0.9126607722691557, + "FN": 9141, + "FP": 21926, + "IoU": 0.839352383316269, + "TN": 105560619, + "TP": 162319, + "n_pred": 184245, + "n_ref": 171460 + }, + "4": { + "Dice": 0.510272089035556, + "FN": 25082, + "FP": 5192, + "IoU": 0.3425270381792121, + "TN": 105707959, + "TP": 15772, + "n_pred": 20964, + "n_ref": 40854 + }, + "5": { + "Dice": 0.7552138564863909, + "FN": 3819, + "FP": 1721, + "IoU": 0.6067016896209002, + "TN": 105739919, + "TP": 8546, + "n_pred": 10267, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9509922593949144, + "FN": 78836, + "FP": 71411, + "IoU": 0.9065636244460559, + "TN": 104145991, + "TP": 1457767, + "n_pred": 1529178, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.7117831763344902, + "FN": 83181, + "FP": 66803, + "IoU": 0.5525336754329698, + "TN": 105418820, + "TP": 185201, + "n_pred": 252004, + "n_ref": 268382 + }, + "8": { + "Dice": 0.9137970905375246, + "FN": 3710, + "FP": 12319, + "IoU": 0.8412765999584105, + "TN": 105653018, + "TP": 84958, + "n_pred": 97277, + "n_ref": 88668 + }, + "9": { + "Dice": 0.7984398997655808, + "FN": 15542, + "FP": 14380, + "IoU": 0.6645026741565475, + "TN": 105664818, + "TP": 59265, + "n_pred": 73645, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9569557714444294, + "FN": 8424, + "FP": 13601, + "IoU": 0.9174642313774574, + "TN": 96871026, + "TP": 244829, + "n_pred": 258430, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8245455367640409, + "FN": 12287, + "FP": 30393, + "IoU": 0.7014695699007464, + "TN": 96994913, + "TP": 100287, + "n_pred": 130680, + "n_ref": 112574 + }, + "11": { + "Dice": 0.6696315120711563, + "FN": 1453, + "FP": 627, + "IoU": 0.5033428844317096, + "TN": 97133692, + "TP": 2108, + "n_pred": 2735, + "n_ref": 3561 + }, + "12": { + "Dice": 0.7772501130710086, + "FN": 1081, + "FP": 889, + "IoU": 0.6356574810430923, + "TN": 97132473, + "TP": 3437, + "n_pred": 4326, + "n_ref": 4518 + }, + "13": { + "Dice": 0.7024720097550161, + "FN": 18212, + "FP": 8628, + "IoU": 0.5413925672789406, + "TN": 97079355, + "TP": 31685, + "n_pred": 40313, + "n_ref": 49897 + }, + "14": { + "Dice": 0.8387037110988275, + "FN": 64942, + "FP": 11801, + "IoU": 0.7222133740670224, + "TN": 96861614, + "TP": 199523, + "n_pred": 211324, + "n_ref": 264465 + }, + "15": { + "Dice": 0.4778226064681396, + "FN": 3719, + "FP": 37050, + "IoU": 0.31390730705799197, + "TN": 97078458, + "TP": 18653, + "n_pred": 55703, + "n_ref": 22372 + }, + "2": { + "Dice": 0.5787951150310233, + "FN": 80680, + "FP": 2751, + "IoU": 0.4072566321383406, + "TN": 96997126, + "TP": 57323, + "n_pred": 60074, + "n_ref": 138003 + }, + "3": { + "Dice": 0.7587686301620544, + "FN": 9195, + "FP": 85717, + "IoU": 0.6113031370300598, + "TN": 96893700, + "TP": 149268, + "n_pred": 234985, + "n_ref": 158463 + }, + "4": { + "Dice": 0.9216868573942049, + "FN": 2351, + "FP": 1922, + "IoU": 0.8547487932558298, + "TN": 97108462, + "TP": 25145, + "n_pred": 27067, + "n_ref": 27496 + }, + "5": { + "Dice": 0.819753268818793, + "FN": 3536, + "FP": 1344, + "IoU": 0.6945609313387995, + "TN": 97121903, + "TP": 11097, + "n_pred": 12441, + "n_ref": 14633 + }, + "6": { + "Dice": 0.9513799393367256, + "FN": 43082, + "FP": 105864, + "IoU": 0.9072684903004408, + "TN": 95531673, + "TP": 1457261, + "n_pred": 1563125, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.9275767103302465, + "FN": 16462, + "FP": 20670, + "IoU": 0.8649352538920413, + "TN": 96862960, + "TP": 237788, + "n_pred": 258458, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9261901363076935, + "FN": 8025, + "FP": 11106, + "IoU": 0.8625271266581395, + "TN": 96998718, + "TP": 120031, + "n_pred": 131137, + "n_ref": 128056 + }, + "9": { + "Dice": 0.7565670015736594, + "FN": 9205, + "FP": 29004, + "IoU": 0.6084501557632399, + "TN": 97040296, + "TP": 59375, + "n_pred": 88379, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8941008377664482, + "FN": 3924, + "FP": 36248, + "IoU": 0.8084831495492403, + "TN": 130557035, + "TP": 169585, + "n_pred": 205833, + "n_ref": 173509 + }, + "10": { + "Dice": 0.7470684289983671, + "FN": 16629, + "FP": 24418, + "IoU": 0.5962563688942223, + "TN": 130665126, + "TP": 60619, + "n_pred": 85037, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7842031029619182, + "FN": 991, + "FP": 692, + "IoU": 0.6450116009280742, + "TN": 130762051, + "TP": 3058, + "n_pred": 3750, + "n_ref": 4049 + }, + "12": { + "Dice": 0.8038026553024095, + "FN": 876, + "FP": 321, + "IoU": 0.67196492189641, + "TN": 130763143, + "TP": 2452, + "n_pred": 2773, + "n_ref": 3328 + }, + "13": { + "Dice": 0.7240574911581007, + "FN": 18068, + "FP": 14935, + "IoU": 0.5674687426279783, + "TN": 130690490, + "TP": 43299, + "n_pred": 58234, + "n_ref": 61367 + }, + "14": { + "Dice": 0.8879701754917709, + "FN": 12943, + "FP": 24019, + "IoU": 0.7985129138820143, + "TN": 130583346, + "TP": 146484, + "n_pred": 170503, + "n_ref": 159427 + }, + "15": { + "Dice": 0.5170876671619614, + "FN": 8258, + "FP": 30092, + "IoU": 0.3486973947895792, + "TN": 130707910, + "TP": 20532, + "n_pred": 50624, + "n_ref": 28790 + }, + "2": { + "Dice": 0.8438653019322444, + "FN": 41798, + "FP": 4285, + "IoU": 0.7299022366014911, + "TN": 130596176, + "TP": 124533, + "n_pred": 128818, + "n_ref": 166331 + }, + "3": { + "Dice": 0.8705681564944207, + "FN": 5883, + "FP": 41743, + "IoU": 0.7708018518340279, + "TN": 130558998, + "TP": 160168, + "n_pred": 201911, + "n_ref": 166051 + }, + "4": { + "Dice": 0.7272508618616211, + "FN": 11794, + "FP": 1814, + "IoU": 0.5714015748031496, + "TN": 130735042, + "TP": 18142, + "n_pred": 19956, + "n_ref": 29936 + }, + "5": { + "Dice": 0.6003390377784953, + "FN": 16435, + "FP": 3369, + "IoU": 0.4289174692888863, + "TN": 130732114, + "TP": 14874, + "n_pred": 18243, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9536275843028841, + "FN": 59072, + "FP": 65223, + "IoU": 0.9113653704905408, + "TN": 129364462, + "TP": 1278035, + "n_pred": 1343258, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.9139024727295422, + "FN": 35527, + "FP": 41729, + "IoU": 0.8414552558887872, + "TN": 130279510, + "TP": 410026, + "n_pred": 451755, + "n_ref": 445553 + }, + "8": { + "Dice": 0.8977917535092248, + "FN": 20655, + "FP": 27060, + "IoU": 0.8145391366537365, + "TN": 130509514, + "TP": 209563, + "n_pred": 236623, + "n_ref": 230218 + }, + "9": { + "Dice": 0.8583064085483271, + "FN": 22467, + "FP": 3802, + "IoU": 0.7517835038882748, + "TN": 130660961, + "TP": 79562, + "n_pred": 83364, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8922461013423801, + "FN": 24107, + "FP": 18581, + "IoU": 0.805455166913524, + "TN": 72016583, + "TP": 176737, + "n_pred": 195318, + "n_ref": 200844 + }, + "10": { + "Dice": 0.46834647192532763, + "FN": 23927, + "FP": 64017, + "IoU": 0.30577833912219765, + "TN": 72109328, + "TP": 38736, + "n_pred": 102753, + "n_ref": 62663 + }, + "11": { + "Dice": 0.6798693344222132, + "FN": 1022, + "FP": 546, + "IoU": 0.5150015465511908, + "TN": 72232775, + "TP": 1665, + "n_pred": 2211, + "n_ref": 2687 + }, + "12": { + "Dice": 0.5741641337386019, + "FN": 2182, + "FP": 620, + "IoU": 0.4026859944574718, + "TN": 72231317, + "TP": 1889, + "n_pred": 2509, + "n_ref": 4071 + }, + "13": { + "Dice": 0.2172751164999227, + "FN": 60600, + "FP": 10282, + "IoU": 0.1218780971258672, + "TN": 72155288, + "TP": 9838, + "n_pred": 20120, + "n_ref": 70438 + }, + "14": { + "Dice": 0.41017032737756537, + "FN": 30595, + "FP": 93793, + "IoU": 0.25799639699829396, + "TN": 72068370, + "TP": 43250, + "n_pred": 137043, + "n_ref": 73845 + }, + "15": { + "Dice": 0.46027646341715395, + "FN": 6040, + "FP": 46202, + "IoU": 0.2989344856276336, + "TN": 72161490, + "TP": 22276, + "n_pred": 68478, + "n_ref": 28316 + }, + "2": { + "Dice": 0.8040139481524139, + "FN": 38640, + "FP": 4581, + "IoU": 0.6722603051351269, + "TN": 72104132, + "TP": 88655, + "n_pred": 93236, + "n_ref": 127295 + }, + "3": { + "Dice": 0.8573850918428236, + "FN": 9475, + "FP": 43344, + "IoU": 0.7503710005198734, + "TN": 72024418, + "TP": 158771, + "n_pred": 202115, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 33743, + "IoU": 0.0, + "TN": 72202265, + "TP": 0, + "n_pred": 33743, + "n_ref": 0 + }, + "5": { + "Dice": 0.8622462787550744, + "FN": 262, + "FP": 2283, + "IoU": 0.7578496669838249, + "TN": 72225498, + "TP": 7965, + "n_pred": 10248, + "n_ref": 8227 + }, + "6": { + "Dice": 0.7881958891128977, + "FN": 211286, + "FP": 487661, + "IoU": 0.6504317670088594, + "TN": 70236550, + "TP": 1300511, + "n_pred": 1788172, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.44079564199193594, + "FN": 181999, + "FP": 217014, + "IoU": 0.28270549638218506, + "TN": 71679733, + "TP": 157262, + "n_pred": 374276, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9299675484903318, + "FN": 5393, + "FP": 3973, + "IoU": 0.869102191413238, + "TN": 72164456, + "TP": 62186, + "n_pred": 66159, + "n_ref": 67579 + }, + "9": { + "Dice": 0.5383206973025942, + "FN": 28745, + "FP": 7061, + "IoU": 0.368289197438295, + "TN": 72179327, + "TP": 20875, + "n_pred": 27936, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7821524116767645, + "FN": 9469, + "FP": 34829, + "IoU": 0.642241622988023, + "TN": 52429299, + "TP": 79523, + "n_pred": 114352, + "n_ref": 88992 + }, + "10": { + "Dice": 0.004514765334810893, + "FN": 47074, + "FP": 1435, + "IoU": 0.002262489973055801, + "TN": 52504501, + "TP": 110, + "n_pred": 1545, + "n_ref": 47184 + }, + "11": { + "Dice": 0.041589648798521256, + "FN": 1997, + "FP": 77, + "IoU": 0.021236432279377066, + "TN": 52551001, + "TP": 45, + "n_pred": 122, + "n_ref": 2042 + }, + "12": { + "Dice": 0.010566762728146013, + "FN": 4044, + "FP": 76, + "IoU": 0.005311443746982134, + "TN": 52548978, + "TP": 22, + "n_pred": 98, + "n_ref": 4066 + }, + "13": { + "Dice": 0.28534752661239826, + "FN": 17058, + "FP": 5768, + "IoU": 0.16641712011101778, + "TN": 52525737, + "TP": 4557, + "n_pred": 10325, + "n_ref": 21615 + }, + "14": { + "Dice": 0.3534012857177776, + "FN": 41379, + "FP": 11527, + "IoU": 0.21462502226708627, + "TN": 52485756, + "TP": 14458, + "n_pred": 25985, + "n_ref": 55837 + }, + "15": { + "Dice": 0.30330516348834125, + "FN": 18414, + "FP": 13078, + "IoU": 0.17876235429107884, + "TN": 52514773, + "TP": 6855, + "n_pred": 19933, + "n_ref": 25269 + }, + "2": { + "Dice": 0.6675181185432616, + "FN": 46748, + "FP": 41242, + "IoU": 0.5009584954457288, + "TN": 52376802, + "TP": 88328, + "n_pred": 129570, + "n_ref": 135076 + }, + "3": { + "Dice": 0.7190945417268144, + "FN": 57163, + "FP": 9972, + "IoU": 0.5613954855780224, + "TN": 52400055, + "TP": 85930, + "n_pred": 95902, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 643, + "IoU": 0.0, + "TN": 52550597, + "TP": 0, + "n_pred": 643, + "n_ref": 1880 + }, + "5": { + "Dice": 0.8035598003038854, + "FN": 729, + "FP": 1986, + "IoU": 0.6716255442670537, + "TN": 52544852, + "TP": 5553, + "n_pred": 7539, + "n_ref": 6282 + }, + "6": { + "Dice": 0.9111984690658091, + "FN": 65975, + "FP": 71798, + "IoU": 0.8368820608508896, + "TN": 51708498, + "TP": 706849, + "n_pred": 778647, + "n_ref": 772824 + }, + "7": { + "Dice": 0.24772096534268778, + "FN": 165170, + "FP": 4247, + "IoU": 0.14137072945755685, + "TN": 52355809, + "TP": 27894, + "n_pred": 32141, + "n_ref": 193064 + }, + "8": { + "Dice": 0.8208437209757051, + "FN": 17552, + "FP": 773, + "IoU": 0.696128015919078, + "TN": 52492815, + "TP": 41980, + "n_pred": 42753, + "n_ref": 59532 + }, + "9": { + "Dice": 0.7502442671003364, + "FN": 20885, + "FP": 17202, + "IoU": 0.6003127229987827, + "TN": 52457828, + "TP": 57205, + "n_pred": 74407, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8917391088689096, + "FN": 14062, + "FP": 53599, + "IoU": 0.804629231262326, + "TN": 143790929, + "TP": 278660, + "n_pred": 332259, + "n_ref": 292722 + }, + "10": { + "Dice": 0.8585371491006892, + "FN": 16560, + "FP": 10370, + "IoU": 0.7521376174654162, + "TN": 144028601, + "TP": 81719, + "n_pred": 92089, + "n_ref": 98279 + }, + "11": { + "Dice": 0.5274725274725275, + "FN": 4099, + "FP": 416, + "IoU": 0.3582089552238806, + "TN": 144130215, + "TP": 2520, + "n_pred": 2936, + "n_ref": 6619 + }, + "12": { + "Dice": 0.5785414429366397, + "FN": 2683, + "FP": 1634, + "IoU": 0.4070054945054945, + "TN": 144129970, + "TP": 2963, + "n_pred": 4597, + "n_ref": 5646 + }, + "13": { + "Dice": 0.7843469585878794, + "FN": 31183, + "FP": 9024, + "IoU": 0.6452062651665563, + "TN": 144023925, + "TP": 73118, + "n_pred": 82142, + "n_ref": 104301 + }, + "14": { + "Dice": 0.6953106361868289, + "FN": 190046, + "FP": 2805, + "IoU": 0.5329319418644359, + "TN": 143724353, + "TP": 220046, + "n_pred": 222851, + "n_ref": 410092 + }, + "15": { + "Dice": 0.3635444838525534, + "FN": 3242, + "FP": 64769, + "IoU": 0.2221535998170069, + "TN": 144049815, + "TP": 19424, + "n_pred": 84193, + "n_ref": 22666 + }, + "2": { + "Dice": 0.8821050043814607, + "FN": 26804, + "FP": 2929, + "IoU": 0.7890767986606699, + "TN": 143996284, + "TP": 111233, + "n_pred": 114162, + "n_ref": 138037 + }, + "3": { + "Dice": 0.9049911727271484, + "FN": 8880, + "FP": 25831, + "IoU": 0.8264692942987981, + "TN": 143937222, + "TP": 165317, + "n_pred": 191148, + "n_ref": 174197 + }, + "4": { + "Dice": 0.9187165456766339, + "FN": 4914, + "FP": 3271, + "IoU": 0.8496537536048199, + "TN": 144082809, + "TP": 46256, + "n_pred": 49527, + "n_ref": 51170 + }, + "5": { + "Dice": 0.7320446561586139, + "FN": 12231, + "FP": 2338, + "IoU": 0.5773426167682042, + "TN": 144102780, + "TP": 19901, + "n_pred": 22239, + "n_ref": 32132 + }, + "6": { + "Dice": 0.8911710381492186, + "FN": 38017, + "FP": 284517, + "IoU": 0.8037046909937643, + "TN": 142494144, + "TP": 1320572, + "n_pred": 1605089, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.8258877264815766, + "FN": 25570, + "FP": 68662, + "IoU": 0.703414609581302, + "TN": 143819527, + "TP": 223491, + "n_pred": 292153, + "n_ref": 249061 + }, + "8": { + "Dice": 0.8524833563872662, + "FN": 14954, + "FP": 59165, + "IoU": 0.7428941106277881, + "TN": 143848968, + "TP": 214163, + "n_pred": 273328, + "n_ref": 229117 + }, + "9": { + "Dice": 0.8780227520116107, + "FN": 12184, + "FP": 10676, + "IoU": 0.7825673413483488, + "TN": 144032114, + "TP": 82276, + "n_pred": 92952, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9630021589129238, + "FN": 9271, + "FP": 6461, + "IoU": 0.9286443237947504, + "TN": 111558447, + "TP": 204741, + "n_pred": 211202, + "n_ref": 214012 + }, + "10": { + "Dice": 0.5389495329556144, + "FN": 21365, + "FP": 20787, + "IoU": 0.36887810867058946, + "TN": 111712131, + "TP": 24637, + "n_pred": 45424, + "n_ref": 46002 + }, + "11": { + "Dice": 0.6892378148511613, + "FN": 1688, + "FP": 212, + "IoU": 0.5258297978537559, + "TN": 111774913, + "TP": 2107, + "n_pred": 2319, + "n_ref": 3795 + }, + "12": { + "Dice": 0.5972238986119494, + "FN": 2186, + "FP": 1151, + "IoU": 0.42574427809327137, + "TN": 111773109, + "TP": 2474, + "n_pred": 3625, + "n_ref": 4660 + }, + "13": { + "Dice": 0.5792104108474867, + "FN": 25882, + "FP": 13437, + "IoU": 0.4076679722808075, + "TN": 111712540, + "TP": 27061, + "n_pred": 40498, + "n_ref": 52943 + }, + "14": { + "Dice": 0.777639376806376, + "FN": 12065, + "FP": 33635, + "IoU": 0.6361783601754624, + "TN": 111653309, + "TP": 79911, + "n_pred": 113546, + "n_ref": 91976 + }, + "15": { + "Dice": 0.3291009415191483, + "FN": 2710, + "FP": 29997, + "IoU": 0.19696039676888705, + "TN": 111738191, + "TP": 8022, + "n_pred": 38019, + "n_ref": 10732 + }, + "2": { + "Dice": 0.9615114226860888, + "FN": 10727, + "FP": 4931, + "IoU": 0.925875781102064, + "TN": 111567680, + "TP": 195582, + "n_pred": 200513, + "n_ref": 206309 + }, + "3": { + "Dice": 0.9193781054656195, + "FN": 3211, + "FP": 7352, + "IoU": 0.8507861168792643, + "TN": 111708129, + "TP": 60228, + "n_pred": 67580, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8728865621410828, + "FN": 2339, + "FP": 2420, + "IoU": 0.7744442864590739, + "TN": 111757821, + "TP": 16340, + "n_pred": 18760, + "n_ref": 18679 + }, + "5": { + "Dice": 0.4995789916850858, + "FN": 16923, + "FP": 2095, + "IoU": 0.33295920872645646, + "TN": 111750409, + "TP": 9493, + "n_pred": 11588, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9654512906599264, + "FN": 47994, + "FP": 36943, + "IoU": 0.9332100866239313, + "TN": 110507216, + "TP": 1186767, + "n_pred": 1223710, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.6702754728061685, + "FN": 115127, + "FP": 6147, + "IoU": 0.5040709252920802, + "TN": 111534381, + "TP": 123265, + "n_pred": 129412, + "n_ref": 238392 + }, + "8": { + "Dice": 0.8462538836607039, + "FN": 51446, + "FP": 30600, + "IoU": 0.7334836249293478, + "TN": 111471074, + "TP": 225800, + "n_pred": 256400, + "n_ref": 277246 + }, + "9": { + "Dice": 0.7895084441928484, + "FN": 21763, + "FP": 9471, + "IoU": 0.6522213561964146, + "TN": 111689110, + "TP": 58576, + "n_pred": 68047, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7910549200826071, + "FN": 14676, + "FP": 64949, + "IoU": 0.654334868658103, + "TN": 198857522, + "TP": 150728, + "n_pred": 215677, + "n_ref": 165404 + }, + "10": { + "Dice": 0.7478048163299734, + "FN": 18799, + "FP": 11100, + "IoU": 0.5971950907351772, + "TN": 199013648, + "TP": 44328, + "n_pred": 55428, + "n_ref": 63127 + }, + "11": { + "Dice": 0.7363286264441592, + "FN": 1567, + "FP": 487, + "IoU": 0.5826899634295002, + "TN": 199082953, + "TP": 2868, + "n_pred": 3355, + "n_ref": 4435 + }, + "12": { + "Dice": 0.7486071247678542, + "FN": 1118, + "FP": 371, + "IoU": 0.5982191041554237, + "TN": 199084169, + "TP": 2217, + "n_pred": 2588, + "n_ref": 3335 + }, + "13": { + "Dice": 0.4956974218210599, + "FN": 20876, + "FP": 9071, + "IoU": 0.32951975819993284, + "TN": 199043210, + "TP": 14718, + "n_pred": 23789, + "n_ref": 35594 + }, + "14": { + "Dice": 0.6863700335606798, + "FN": 15248, + "FP": 13722, + "IoU": 0.5224987638041866, + "TN": 199027205, + "TP": 31700, + "n_pred": 45422, + "n_ref": 46948 + }, + "15": { + "Dice": 0.4182157521463232, + "FN": 99352, + "FP": 9750, + "IoU": 0.26439494053237683, + "TN": 198939559, + "TP": 39214, + "n_pred": 48964, + "n_ref": 138566 + }, + "2": { + "Dice": 0.9335870160140295, + "FN": 4208, + "FP": 13629, + "IoU": 0.875446032666001, + "TN": 198944668, + "TP": 125370, + "n_pred": 138999, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9317660761807874, + "FN": 12436, + "FP": 6076, + "IoU": 0.8722490976971436, + "TN": 198942968, + "TP": 126395, + "n_pred": 132471, + "n_ref": 138831 + }, + "4": { + "Dice": 0.8132703907684238, + "FN": 1615, + "FP": 5505, + "IoU": 0.685303867403315, + "TN": 199065250, + "TP": 15505, + "n_pred": 21010, + "n_ref": 17120 + }, + "5": { + "Dice": 0.7174034695019585, + "FN": 7248, + "FP": 2852, + "IoU": 0.5593368237347295, + "TN": 199064955, + "TP": 12820, + "n_pred": 15672, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9143526761034242, + "FN": 104756, + "FP": 91998, + "IoU": 0.8422188826677658, + "TN": 197840869, + "TP": 1050252, + "n_pred": 1142250, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.6976769832568941, + "FN": 48627, + "FP": 44581, + "IoU": 0.5357173099817192, + "TN": 198887118, + "TP": 107549, + "n_pred": 152130, + "n_ref": 156176 + }, + "8": { + "Dice": 0.8939598195444357, + "FN": 9270, + "FP": 16609, + "IoU": 0.8082525710559852, + "TN": 198952911, + "TP": 109085, + "n_pred": 125694, + "n_ref": 118355 + }, + "9": { + "Dice": 0.8356600072371303, + "FN": 15643, + "FP": 18873, + "IoU": 0.7177113321120125, + "TN": 198965603, + "TP": 87756, + "n_pred": 106629, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8513537595480877, + "FN": 10002, + "FP": 50889, + "IoU": 0.7411801210554951, + "TN": 130839928, + "TP": 174373, + "n_pred": 225262, + "n_ref": 184375 + }, + "10": { + "Dice": 0.647408837470645, + "FN": 15317, + "FP": 58102, + "IoU": 0.4786434034213161, + "TN": 130934369, + "TP": 67404, + "n_pred": 125506, + "n_ref": 82721 + }, + "11": { + "Dice": 0.6443539876375697, + "FN": 1934, + "FP": 425, + "IoU": 0.4753113879003559, + "TN": 131070696, + "TP": 2137, + "n_pred": 2562, + "n_ref": 4071 + }, + "12": { + "Dice": 0.7817832764505119, + "FN": 970, + "FP": 1076, + "IoU": 0.6417440028016109, + "TN": 131069481, + "TP": 3665, + "n_pred": 4741, + "n_ref": 4635 + }, + "13": { + "Dice": 0.47214035087719297, + "FN": 58200, + "FP": 13259, + "IoU": 0.30902076060995776, + "TN": 130971775, + "TP": 31958, + "n_pred": 45217, + "n_ref": 90158 + }, + "14": { + "Dice": 0.4990662112942002, + "FN": 8245, + "FP": 88853, + "IoU": 0.3325038153245432, + "TN": 130929726, + "TP": 48368, + "n_pred": 137221, + "n_ref": 56613 + }, + "15": { + "Dice": 0.34821690978817965, + "FN": 3290, + "FP": 87637, + "IoU": 0.21081273434245243, + "TN": 130959976, + "TP": 24289, + "n_pred": 111926, + "n_ref": 27579 + }, + "2": { + "Dice": 0.8607047338860658, + "FN": 31529, + "FP": 10137, + "IoU": 0.7554711754590857, + "TN": 130904799, + "TP": 128727, + "n_pred": 138864, + "n_ref": 160256 + }, + "3": { + "Dice": 0.7727960760755588, + "FN": 10614, + "FP": 94907, + "IoU": 0.6297209950276689, + "TN": 130790215, + "TP": 179456, + "n_pred": 274363, + "n_ref": 190070 + }, + "4": { + "Dice": 0.6049483055172283, + "FN": 41074, + "FP": 728, + "IoU": 0.433638629958812, + "TN": 131001384, + "TP": 32006, + "n_pred": 32734, + "n_ref": 73080 + }, + "5": { + "Dice": 0.6797120813758027, + "FN": 6814, + "FP": 617, + "IoU": 0.5148211021154349, + "TN": 131059876, + "TP": 7885, + "n_pred": 8502, + "n_ref": 14699 + }, + "6": { + "Dice": 0.893957693804755, + "FN": 40565, + "FP": 298074, + "IoU": 0.8082490957149231, + "TN": 129309156, + "TP": 1427397, + "n_pred": 1725471, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.6365296215364206, + "FN": 144768, + "FP": 577460, + "IoU": 0.4668452146746974, + "TN": 129720561, + "TP": 632403, + "n_pred": 1209863, + "n_ref": 777171 + }, + "8": { + "Dice": 0.899716462474523, + "FN": 8558, + "FP": 18110, + "IoU": 0.8177132818854795, + "TN": 130928895, + "TP": 119629, + "n_pred": 137739, + "n_ref": 128187 + }, + "9": { + "Dice": 0.6817217694258663, + "FN": 27778, + "FP": 7485, + "IoU": 0.5171304157309525, + "TN": 131002164, + "TP": 37765, + "n_pred": 45250, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.902766416220778, + "FN": 6409, + "FP": 38640, + "IoU": 0.8227659356828679, + "TN": 101363022, + "TP": 209129, + "n_pred": 247769, + "n_ref": 215538 + }, + "10": { + "Dice": 0.7807901380580891, + "FN": 11494, + "FP": 7782, + "IoU": 0.6404066784814849, + "TN": 101563595, + "TP": 34329, + "n_pred": 42111, + "n_ref": 45823 + }, + "11": { + "Dice": 0.8149324861000794, + "FN": 1368, + "FP": 263, + "IoU": 0.6876675603217158, + "TN": 101611978, + "TP": 3591, + "n_pred": 3854, + "n_ref": 4959 + }, + "12": { + "Dice": 0.7676980553692883, + "FN": 1483, + "FP": 942, + "IoU": 0.622978855721393, + "TN": 101610768, + "TP": 4007, + "n_pred": 4949, + "n_ref": 5490 + }, + "13": { + "Dice": 0.714062103762778, + "FN": 19255, + "FP": 13444, + "IoU": 0.5552850614731802, + "TN": 101543672, + "TP": 40829, + "n_pred": 54273, + "n_ref": 60084 + }, + "14": { + "Dice": 0.9419294386697689, + "FN": 2460, + "FP": 4853, + "IoU": 0.8902331026822569, + "TN": 101550577, + "TP": 59310, + "n_pred": 64163, + "n_ref": 61770 + }, + "15": { + "Dice": 0.6615867724316521, + "FN": 11039, + "FP": 11700, + "IoU": 0.4943068095894676, + "TN": 101572234, + "TP": 22227, + "n_pred": 33927, + "n_ref": 33266 + }, + "2": { + "Dice": 0.7648709084423958, + "FN": 60834, + "FP": 7724, + "IoU": 0.6192639406443158, + "TN": 101437133, + "TP": 111509, + "n_pred": 119233, + "n_ref": 172343 + }, + "3": { + "Dice": 0.8303661525154966, + "FN": 11687, + "FP": 54211, + "IoU": 0.7099368356185488, + "TN": 101390015, + "TP": 161287, + "n_pred": 215498, + "n_ref": 172974 + }, + "4": { + "Dice": 0.20954542380268884, + "FN": 2271, + "FP": 102914, + "IoU": 0.1170347612212177, + "TN": 101498073, + "TP": 13942, + "n_pred": 116856, + "n_ref": 16213 + }, + "5": { + "Dice": 0.7328793774319066, + "FN": 11536, + "FP": 2194, + "IoU": 0.5783816981421772, + "TN": 101584635, + "TP": 18835, + "n_pred": 21029, + "n_ref": 30371 + }, + "6": { + "Dice": 0.9316111868218735, + "FN": 118300, + "FP": 89507, + "IoU": 0.8719776689261827, + "TN": 99993991, + "TP": 1415402, + "n_pred": 1504909, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.7917611263572366, + "FN": 135859, + "FP": 17723, + "IoU": 0.6553018145907913, + "TN": 101171645, + "TP": 291973, + "n_pred": 309696, + "n_ref": 427832 + }, + "8": { + "Dice": 0.9396143550089752, + "FN": 20994, + "FP": 6120, + "IoU": 0.8861062571409369, + "TN": 101379136, + "TP": 210950, + "n_pred": 217070, + "n_ref": 231944 + }, + "9": { + "Dice": 0.862024996553784, + "FN": 5957, + "FP": 18065, + "IoU": 0.7575078485408275, + "TN": 101518137, + "TP": 75041, + "n_pred": 93106, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9604774587375338, + "FN": 13965, + "FP": 2299, + "IoU": 0.9239602034709755, + "TN": 118968324, + "TP": 197624, + "n_pred": 199923, + "n_ref": 211589 + }, + "10": { + "Dice": 0.6772301846074453, + "FN": 23006, + "FP": 32034, + "IoU": 0.5119788618751219, + "TN": 119069430, + "TP": 57742, + "n_pred": 89776, + "n_ref": 80748 + }, + "11": { + "Dice": 0.6462801164945724, + "FN": 1597, + "FP": 1075, + "IoU": 0.47741052219831803, + "TN": 119177099, + "TP": 2441, + "n_pred": 3516, + "n_ref": 4038 + }, + "12": { + "Dice": 0.669368544907831, + "FN": 1575, + "FP": 954, + "IoU": 0.5030457850265279, + "TN": 119177123, + "TP": 2560, + "n_pred": 3514, + "n_ref": 4135 + }, + "13": { + "Dice": 0.4273403418436673, + "FN": 21124, + "FP": 10906, + "IoU": 0.27173097473909186, + "TN": 119138231, + "TP": 11951, + "n_pred": 22857, + "n_ref": 33075 + }, + "14": { + "Dice": 0.37584323803405073, + "FN": 41297, + "FP": 40309, + "IoU": 0.23140822784810128, + "TN": 119076036, + "TP": 24570, + "n_pred": 64879, + "n_ref": 65867 + }, + "15": { + "Dice": 0.5804987825573674, + "FN": 4985, + "FP": 17757, + "IoU": 0.4089456038672454, + "TN": 119143735, + "TP": 15735, + "n_pred": 33492, + "n_ref": 20720 + }, + "2": { + "Dice": 0.9194537070073263, + "FN": 22115, + "FP": 7910, + "IoU": 0.8509156090488391, + "TN": 118980816, + "TP": 171371, + "n_pred": 179281, + "n_ref": 193486 + }, + "3": { + "Dice": 0.931587265748476, + "FN": 13393, + "FP": 13574, + "IoU": 0.8719357565511412, + "TN": 118971638, + "TP": 183607, + "n_pred": 197181, + "n_ref": 197000 + }, + "4": { + "Dice": 0.705328302706224, + "FN": 17352, + "FP": 4360, + "IoU": 0.5447931735748579, + "TN": 119134515, + "TP": 25985, + "n_pred": 30345, + "n_ref": 43337 + }, + "5": { + "Dice": 0.8466355677679085, + "FN": 4473, + "FP": 327, + "IoU": 0.7340572884924372, + "TN": 119164163, + "TP": 13249, + "n_pred": 13576, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9599107001921892, + "FN": 42239, + "FP": 99479, + "IoU": 0.9229118118699643, + "TN": 117343824, + "TP": 1696670, + "n_pred": 1796149, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.7640859466089247, + "FN": 95782, + "FP": 28858, + "IoU": 0.6182355031180701, + "TN": 118855728, + "TP": 201844, + "n_pred": 230702, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9348330126782103, + "FN": 6364, + "FP": 4204, + "IoU": 0.8776398666172657, + "TN": 119095844, + "TP": 75800, + "n_pred": 80004, + "n_ref": 82164 + }, + "9": { + "Dice": 0.8771091874853372, + "FN": 12617, + "FP": 7812, + "IoU": 0.7811170754181265, + "TN": 119088879, + "TP": 72904, + "n_pred": 80716, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 29538, + "IoU": 0.0, + "TN": 61302942, + "TP": 0, + "n_pred": 29538, + "n_ref": 0 + }, + "10": { + "Dice": 0.7265136893273286, + "FN": 9020, + "FP": 10109, + "IoU": 0.5704919505130566, + "TN": 61287943, + "TP": 25408, + "n_pred": 35517, + "n_ref": 34428 + }, + "11": { + "Dice": 0.8523456790123457, + "FN": 412, + "FP": 784, + "IoU": 0.7426850258175559, + "TN": 61327832, + "TP": 3452, + "n_pred": 4236, + "n_ref": 3864 + }, + "12": { + "Dice": 0.7882378285221887, + "FN": 1191, + "FP": 775, + "IoU": 0.6504888888888889, + "TN": 61326855, + "TP": 3659, + "n_pred": 4434, + "n_ref": 4850 + }, + "13": { + "Dice": 0.28218247308747085, + "FN": 42355, + "FP": 10256, + "IoU": 0.16426801372474267, + "TN": 61269528, + "TP": 10341, + "n_pred": 20597, + "n_ref": 52696 + }, + "14": { + "Dice": 0.8373126697960546, + "FN": 72400, + "FP": 4610, + "IoU": 0.7201529147558379, + "TN": 61057294, + "TP": 198176, + "n_pred": 202786, + "n_ref": 270576 + }, + "15": { + "Dice": 0.5134862430476941, + "FN": 56498, + "FP": 22578, + "IoU": 0.3454298627551612, + "TN": 61211674, + "TP": 41730, + "n_pred": 64308, + "n_ref": 98228 + }, + "2": { + "Dice": 0.8510664401082082, + "FN": 22202, + "FP": 26356, + "IoU": 0.7407446956187466, + "TN": 61145182, + "TP": 138740, + "n_pred": 165096, + "n_ref": 160942 + }, + "3": { + "Dice": 0.8101194707026512, + "FN": 33475, + "FP": 11138, + "IoU": 0.6808410178634026, + "TN": 61192697, + "TP": 95170, + "n_pred": 106308, + "n_ref": 128645 + }, + "4": { + "Dice": 0.9210311269593641, + "FN": 4995, + "FP": 1383, + "IoU": 0.8536215918479758, + "TN": 61288908, + "TP": 37194, + "n_pred": 38577, + "n_ref": 42189 + }, + "5": { + "Dice": 0.7443767572633552, + "FN": 2218, + "FP": 2146, + "IoU": 0.5928344840455309, + "TN": 61321762, + "TP": 6354, + "n_pred": 8500, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9284823498774305, + "FN": 24177, + "FP": 157900, + "IoU": 0.8665114846883042, + "TN": 59968490, + "TP": 1181913, + "n_pred": 1339813, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.46331369520733123, + "FN": 138679, + "FP": 13178, + "IoU": 0.30150180538626065, + "TN": 61115075, + "TP": 65548, + "n_pred": 78726, + "n_ref": 204227 + }, + "8": { + "Dice": 0.9193532473298636, + "FN": 7670, + "FP": 5408, + "IoU": 0.8507435432145262, + "TN": 61244859, + "TP": 74543, + "n_pred": 79951, + "n_ref": 82213 + }, + "9": { + "Dice": 0.8126105019608414, + "FN": 7531, + "FP": 18224, + "IoU": 0.6843672639035271, + "TN": 61250882, + "TP": 55843, + "n_pred": 74067, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9511022377506031, + "FN": 5658, + "FP": 11976, + "IoU": 0.9067635302328533, + "TN": 148918368, + "TP": 171498, + "n_pred": 183474, + "n_ref": 177156 + }, + "10": { + "Dice": 0.7687198563666874, + "FN": 7294, + "FP": 32124, + "IoU": 0.624325715265997, + "TN": 149002574, + "TP": 65508, + "n_pred": 97632, + "n_ref": 72802 + }, + "11": { + "Dice": 0.8178438661710037, + "FN": 404, + "FP": 576, + "IoU": 0.6918238993710691, + "TN": 149104320, + "TP": 2200, + "n_pred": 2776, + "n_ref": 2604 + }, + "12": { + "Dice": 0.5674846625766872, + "FN": 1172, + "FP": 238, + "IoU": 0.3961456102783726, + "TN": 149105165, + "TP": 925, + "n_pred": 1163, + "n_ref": 2097 + }, + "13": { + "Dice": 0.5155334304098014, + "FN": 48432, + "FP": 19107, + "IoU": 0.34728530838664784, + "TN": 149004026, + "TP": 35935, + "n_pred": 55042, + "n_ref": 84367 + }, + "14": { + "Dice": 0.8971970381447902, + "FN": 6674, + "FP": 13124, + "IoU": 0.8135605989264526, + "TN": 149001310, + "TP": 86392, + "n_pred": 99516, + "n_ref": 93066 + }, + "15": { + "Dice": 0.7333198748359746, + "FN": 8983, + "FP": 12153, + "IoU": 0.5789305920790502, + "TN": 149057304, + "TP": 29060, + "n_pred": 41213, + "n_ref": 38043 + }, + "2": { + "Dice": 0.9609698919501961, + "FN": 2875, + "FP": 9645, + "IoU": 0.9248720364358622, + "TN": 148940851, + "TP": 154129, + "n_pred": 163774, + "n_ref": 157004 + }, + "3": { + "Dice": 0.7672400727493179, + "FN": 19588, + "FP": 4984, + "IoU": 0.6223759028738282, + "TN": 149042430, + "TP": 40498, + "n_pred": 45482, + "n_ref": 60086 + }, + "4": { + "Dice": 0.8993826450400706, + "FN": 2378, + "FP": 2870, + "IoU": 0.8171619691321464, + "TN": 149078797, + "TP": 23455, + "n_pred": 26325, + "n_ref": 25833 + }, + "5": { + "Dice": 0.3453842766987916, + "FN": 26656, + "FP": 106, + "IoU": 0.20873987345514752, + "TN": 149073678, + "TP": 7060, + "n_pred": 7166, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9703732633540058, + "FN": 35188, + "FP": 30202, + "IoU": 0.942451500934206, + "TN": 147971241, + "TP": 1070869, + "n_pred": 1101071, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.6254720219704771, + "FN": 133928, + "FP": 35177, + "IoU": 0.45504495504495507, + "TN": 148797190, + "TP": 141205, + "n_pred": 176382, + "n_ref": 275133 + }, + "8": { + "Dice": 0.9561456334805668, + "FN": 15520, + "FP": 4069, + "IoU": 0.9159760826298813, + "TN": 148874364, + "TP": 213547, + "n_pred": 217616, + "n_ref": 229067 + }, + "9": { + "Dice": 0.81113554472234, + "FN": 26256, + "FP": 2258, + "IoU": 0.6822775642097053, + "TN": 149017755, + "TP": 61231, + "n_pred": 63489, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.1908897775556111, + "FN": 460114, + "FP": 6050, + "IoU": 0.10551583601008531, + "TN": 100191646, + "TP": 54990, + "n_pred": 61040, + "n_ref": 515104 + }, + "10": { + "Dice": 0.23765013618747075, + "FN": 28568, + "FP": 34967, + "IoU": 0.13484844358506495, + "TN": 100639362, + "TP": 9903, + "n_pred": 44870, + "n_ref": 38471 + }, + "11": { + "Dice": 0.5651707765354572, + "FN": 1636, + "FP": 1203, + "IoU": 0.3938941076003416, + "TN": 100708116, + "TP": 1845, + "n_pred": 3048, + "n_ref": 3481 + }, + "12": { + "Dice": 0.4556502304791172, + "FN": 2611, + "FP": 5183, + "IoU": 0.2950434153400868, + "TN": 100701744, + "TP": 3262, + "n_pred": 8445, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0, + "FN": 39155, + "FP": 0, + "IoU": 0.0, + "TN": 100673645, + "TP": 0, + "n_pred": 0, + "n_ref": 39155 + }, + "14": { + "Dice": 0.8123271016510141, + "FN": 38640, + "FP": 14615, + "IoU": 0.683965343303068, + "TN": 100544290, + "TP": 115255, + "n_pred": 129870, + "n_ref": 153895 + }, + "15": { + "Dice": 0.6774866682123811, + "FN": 29521, + "FP": 33074, + "IoU": 0.5122720897615708, + "TN": 100584460, + "TP": 65745, + "n_pred": 98819, + "n_ref": 95266 + }, + "2": { + "Dice": 0.6153678340961548, + "FN": 92118, + "FP": 84192, + "IoU": 0.44442693825075313, + "TN": 100395452, + "TP": 141038, + "n_pred": 225230, + "n_ref": 233156 + }, + "3": { + "Dice": 0.6122535449302201, + "FN": 95339, + "FP": 67556, + "IoU": 0.44118545047872904, + "TN": 100421299, + "TP": 128606, + "n_pred": 196162, + "n_ref": 223945 + }, + "4": { + "Dice": 0.6370222064348069, + "FN": 28062, + "FP": 5659, + "IoU": 0.46737533761905514, + "TN": 100649489, + "TP": 29590, + "n_pred": 35249, + "n_ref": 57652 + }, + "5": { + "Dice": 0.25845113706207745, + "FN": 13950, + "FP": 528, + "IoU": 0.14840303511558145, + "TN": 100695799, + "TP": 2523, + "n_pred": 3051, + "n_ref": 16473 + }, + "6": { + "Dice": 0.5289765694318169, + "FN": 1112269, + "FP": 607739, + "IoU": 0.35959765047895914, + "TN": 98026976, + "TP": 965816, + "n_pred": 1573555, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.649191212005435, + "FN": 44011, + "FP": 94636, + "IoU": 0.48059445405980505, + "TN": 100445866, + "TP": 128287, + "n_pred": 222923, + "n_ref": 172298 + }, + "8": { + "Dice": 0.8812278340617863, + "FN": 5492, + "FP": 21601, + "IoU": 0.787674077789359, + "TN": 100585199, + "TP": 100508, + "n_pred": 122109, + "n_ref": 106000 + }, + "9": { + "Dice": 0.6771640120240253, + "FN": 42271, + "FP": 14542, + "IoU": 0.5119032277464196, + "TN": 100596403, + "TP": 59584, + "n_pred": 74126, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9038006354949166, + "FN": 893, + "FP": 15486, + "IoU": 0.8244856408058294, + "TN": 78857380, + "TP": 76941, + "n_pred": 92427, + "n_ref": 77834 + }, + "10": { + "Dice": 0.639198093368849, + "FN": 16147, + "FP": 9589, + "IoU": 0.4697216327035213, + "TN": 78902167, + "TP": 22797, + "n_pred": 32386, + "n_ref": 38944 + }, + "11": { + "Dice": 0.6752966558791802, + "FN": 429, + "FP": 474, + "IoU": 0.509771986970684, + "TN": 78948858, + "TP": 939, + "n_pred": 1413, + "n_ref": 1368 + }, + "12": { + "Dice": 0.281875, + "FN": 2109, + "FP": 189, + "IoU": 0.16405965805747544, + "TN": 78947951, + "TP": 451, + "n_pred": 640, + "n_ref": 2560 + }, + "13": { + "Dice": 0.3544860128075497, + "FN": 46258, + "FP": 1623, + "IoU": 0.21542570623320442, + "TN": 78889672, + "TP": 13147, + "n_pred": 14770, + "n_ref": 59405 + }, + "14": { + "Dice": 0.449972191323693, + "FN": 11088, + "FP": 28470, + "IoU": 0.2902994312779203, + "TN": 78894961, + "TP": 16181, + "n_pred": 44651, + "n_ref": 27269 + }, + "15": { + "Dice": 0.8567965916824373, + "FN": 13166, + "FP": 2195, + "IoU": 0.7494699416120298, + "TN": 78889386, + "TP": 45953, + "n_pred": 48148, + "n_ref": 59119 + }, + "2": { + "Dice": 0.8863508563130224, + "FN": 18945, + "FP": 1872, + "IoU": 0.7958977576892532, + "TN": 78848707, + "TP": 81176, + "n_pred": 83048, + "n_ref": 100121 + }, + "3": { + "Dice": 0.9179157020790033, + "FN": 3195, + "FP": 11378, + "IoU": 0.848284836812243, + "TN": 78854645, + "TP": 81482, + "n_pred": 92860, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8933616213500084, + "FN": 1127, + "FP": 2693, + "IoU": 0.8072751122546794, + "TN": 78930879, + "TP": 16001, + "n_pred": 18694, + "n_ref": 17128 + }, + "5": { + "Dice": 0.3515043333255044, + "FN": 27315, + "FP": 296, + "IoU": 0.21322733230751695, + "TN": 78915606, + "TP": 7483, + "n_pred": 7779, + "n_ref": 34798 + }, + "6": { + "Dice": 0.9288499742476639, + "FN": 75888, + "FP": 20812, + "IoU": 0.867152081329853, + "TN": 78222800, + "TP": 631200, + "n_pred": 652012, + "n_ref": 707088 + }, + "7": { + "Dice": 0.4072816791915004, + "FN": 532509, + "FP": 16443, + "IoU": 0.2557148202983909, + "TN": 78213144, + "TP": 188604, + "n_pred": 205047, + "n_ref": 721113 + }, + "8": { + "Dice": 0.8756000990693588, + "FN": 73031, + "FP": 301, + "IoU": 0.7787265885959646, + "TN": 78619291, + "TP": 258077, + "n_pred": 258378, + "n_ref": 331108 + }, + "9": { + "Dice": 0.6125376812550883, + "FN": 29210, + "FP": 6008, + "IoU": 0.4414805886830754, + "TN": 78887644, + "TP": 27838, + "n_pred": 33846, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.954056496803773, + "FN": 3058, + "FP": 10921, + "IoU": 0.9121491685624866, + "TN": 104845318, + "TP": 145143, + "n_pred": 156064, + "n_ref": 148201 + }, + "10": { + "Dice": 0.7140503142079299, + "FN": 17467, + "FP": 38411, + "IoU": 0.5552708026582832, + "TN": 104878795, + "TP": 69767, + "n_pred": 108178, + "n_ref": 87234 + }, + "11": { + "Dice": 0.800052966101695, + "FN": 1310, + "FP": 200, + "IoU": 0.6667402339439418, + "TN": 104999909, + "TP": 3021, + "n_pred": 3221, + "n_ref": 4331 + }, + "12": { + "Dice": 0.6971124803672828, + "FN": 1948, + "FP": 559, + "IoU": 0.5350519287833828, + "TN": 104999048, + "TP": 2885, + "n_pred": 3444, + "n_ref": 4833 + }, + "13": { + "Dice": 0.7552231823033174, + "FN": 26163, + "FP": 7321, + "IoU": 0.6067137269641409, + "TN": 104919301, + "TP": 51655, + "n_pred": 58976, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9358608618955087, + "FN": 2175, + "FP": 7133, + "IoU": 0.8794534740659198, + "TN": 104927225, + "TP": 67907, + "n_pred": 75040, + "n_ref": 70082 + }, + "15": { + "Dice": 0.6468907866249699, + "FN": 2847, + "FP": 20639, + "IoU": 0.4780772906064579, + "TN": 104959441, + "TP": 21513, + "n_pred": 42152, + "n_ref": 24360 + }, + "2": { + "Dice": 0.8287041186566149, + "FN": 45931, + "FP": 5670, + "IoU": 0.7075104863394173, + "TN": 104828020, + "TP": 124819, + "n_pred": 130489, + "n_ref": 170750 + }, + "3": { + "Dice": 0.8710888683511488, + "FN": 3680, + "FP": 40676, + "IoU": 0.7716186366936294, + "TN": 104810221, + "TP": 149863, + "n_pred": 190539, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4403, + "IoU": 0.0, + "TN": 105000037, + "TP": 0, + "n_pred": 4403, + "n_ref": 0 + }, + "5": { + "Dice": 0.7329108274569311, + "FN": 9553, + "FP": 5408, + "IoU": 0.5784208746618575, + "TN": 104968952, + "TP": 20527, + "n_pred": 25935, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9443240243925772, + "FN": 26692, + "FP": 115891, + "IoU": 0.8945207111009844, + "TN": 103652677, + "TP": 1209180, + "n_pred": 1325071, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.855768604692682, + "FN": 26375, + "FP": 42294, + "IoU": 0.747898203285044, + "TN": 104732054, + "TP": 203717, + "n_pred": 246011, + "n_ref": 230092 + }, + "8": { + "Dice": 0.9465604350172031, + "FN": 28476, + "FP": 9655, + "IoU": 0.8985427038072761, + "TN": 104628607, + "TP": 337702, + "n_pred": 347357, + "n_ref": 366178 + }, + "9": { + "Dice": 0.8374271795046503, + "FN": 19811, + "FP": 8821, + "IoU": 0.7203223443223443, + "TN": 104902065, + "TP": 73743, + "n_pred": 82564, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8424980312253904, + "FN": 81125, + "FP": 44875, + "IoU": 0.7278588321688139, + "TN": 177213293, + "TP": 336995, + "n_pred": 381870, + "n_ref": 418120 + }, + "10": { + "Dice": 0.5759462583068478, + "FN": 32094, + "FP": 26612, + "IoU": 0.404441378470778, + "TN": 177577715, + "TP": 39867, + "n_pred": 66479, + "n_ref": 71961 + }, + "11": { + "Dice": 0.7555390518628543, + "FN": 1691, + "FP": 284, + "IoU": 0.6071215436642132, + "TN": 177671261, + "TP": 3052, + "n_pred": 3336, + "n_ref": 4743 + }, + "12": { + "Dice": 0.7709797436957421, + "FN": 1468, + "FP": 748, + "IoU": 0.6273124789774639, + "TN": 177670342, + "TP": 3730, + "n_pred": 4478, + "n_ref": 5198 + }, + "13": { + "Dice": 0.847241347654457, + "FN": 12480, + "FP": 10816, + "IoU": 0.7349685434419049, + "TN": 177588389, + "TP": 64603, + "n_pred": 75419, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9326108733266552, + "FN": 4558, + "FP": 5802, + "IoU": 0.873730910331883, + "TN": 177594241, + "TP": 71687, + "n_pred": 77489, + "n_ref": 76245 + }, + "15": { + "Dice": 0.31686938518984065, + "FN": 6027, + "FP": 67885, + "IoU": 0.18826191051463967, + "TN": 177585234, + "TP": 17142, + "n_pred": 85027, + "n_ref": 23169 + }, + "2": { + "Dice": 0.8213253487027797, + "FN": 44573, + "FP": 29302, + "IoU": 0.6968210844263506, + "TN": 177432620, + "TP": 169793, + "n_pred": 199095, + "n_ref": 214366 + }, + "3": { + "Dice": 0.8217772836993505, + "FN": 36654, + "FP": 37253, + "IoU": 0.6974719400076955, + "TN": 177431990, + "TP": 170391, + "n_pred": 207644, + "n_ref": 207045 + }, + "4": { + "Dice": 0.7856325052586735, + "FN": 4927, + "FP": 11175, + "IoU": 0.6469479038765129, + "TN": 177630680, + "TP": 29506, + "n_pred": 40681, + "n_ref": 34433 + }, + "5": { + "Dice": 0.5602888404552759, + "FN": 18456, + "FP": 1517, + "IoU": 0.38916753318245767, + "TN": 177643590, + "TP": 12725, + "n_pred": 14242, + "n_ref": 31181 + }, + "6": { + "Dice": 0.8975800467695184, + "FN": 177347, + "FP": 194233, + "IoU": 0.8141906758302864, + "TN": 175676496, + "TP": 1628212, + "n_pred": 1822445, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.8186678402728634, + "FN": 40796, + "FP": 104236, + "IoU": 0.6930039392662931, + "TN": 177203865, + "TP": 327391, + "n_pred": 431627, + "n_ref": 368187 + }, + "8": { + "Dice": 0.8473045278044798, + "FN": 9495, + "FP": 58968, + "IoU": 0.7350636384392426, + "TN": 177417875, + "TP": 189950, + "n_pred": 248918, + "n_ref": 199445 + }, + "9": { + "Dice": 0.8818750802171337, + "FN": 18417, + "FP": 12875, + "IoU": 0.7887089041789613, + "TN": 177528189, + "TP": 116807, + "n_pred": 129682, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.953853998009335, + "FN": 11209, + "FP": 5806, + "IoU": 0.9117790405873447, + "TN": 193812667, + "TP": 175853, + "n_pred": 181659, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8892261342686272, + "FN": 7944, + "FP": 11764, + "IoU": 0.800546503390345, + "TN": 193906725, + "TP": 79102, + "n_pred": 90866, + "n_ref": 87046 + }, + "11": { + "Dice": 0.8232964857284276, + "FN": 617, + "FP": 454, + "IoU": 0.6996634885025238, + "TN": 194001969, + "TP": 2495, + "n_pred": 2949, + "n_ref": 3112 + }, + "12": { + "Dice": 0.7754237288135594, + "FN": 1388, + "FP": 96, + "IoU": 0.6332179930795848, + "TN": 194001489, + "TP": 2562, + "n_pred": 2658, + "n_ref": 3950 + }, + "13": { + "Dice": 0.7437869315748908, + "FN": 23451, + "FP": 6467, + "IoU": 0.5920866055846422, + "TN": 193932191, + "TP": 43426, + "n_pred": 49893, + "n_ref": 66877 + }, + "14": { + "Dice": 0.9280307973378572, + "FN": 4787, + "FP": 6243, + "IoU": 0.86572524195021, + "TN": 193923390, + "TP": 71115, + "n_pred": 77358, + "n_ref": 75902 + }, + "15": { + "Dice": 0.8254162792663342, + "FN": 1435, + "FP": 6827, + "IoU": 0.7027309034649012, + "TN": 193977742, + "TP": 19531, + "n_pred": 26358, + "n_ref": 20966 + }, + "2": { + "Dice": 0.92332867581999, + "FN": 3762, + "FP": 18681, + "IoU": 0.8575771036933622, + "TN": 193847955, + "TP": 135137, + "n_pred": 153818, + "n_ref": 138899 + }, + "3": { + "Dice": 0.8932912957169145, + "FN": 23631, + "FP": 2870, + "IoU": 0.8071602692377661, + "TN": 193868110, + "TP": 110924, + "n_pred": 113794, + "n_ref": 134555 + }, + "4": { + "Dice": 0.9395872067025959, + "FN": 1067, + "FP": 1500, + "IoU": 0.8860579697279063, + "TN": 193983006, + "TP": 19962, + "n_pred": 21462, + "n_ref": 21029 + }, + "5": { + "Dice": 0.5931437313121479, + "FN": 14475, + "FP": 3078, + "IoU": 0.4216093317516805, + "TN": 193975187, + "TP": 12795, + "n_pred": 15873, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9429318715103565, + "FN": 39386, + "FP": 123516, + "IoU": 0.8920256377965282, + "TN": 192496825, + "TP": 1345808, + "n_pred": 1469324, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.8028089297394758, + "FN": 85096, + "FP": 31270, + "IoU": 0.6705771114420143, + "TN": 193652293, + "TP": 236876, + "n_pred": 268146, + "n_ref": 321972 + }, + "8": { + "Dice": 0.9587281011113865, + "FN": 15088, + "FP": 4397, + "IoU": 0.920727911830398, + "TN": 193759736, + "TP": 226314, + "n_pred": 230711, + "n_ref": 241402 + }, + "9": { + "Dice": 0.7535826893353941, + "FN": 37471, + "FP": 2387, + "IoU": 0.60459902384826, + "TN": 193904731, + "TP": 60946, + "n_pred": 63333, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9496519359612765, + "FN": 1839, + "FP": 10102, + "IoU": 0.9041307053109068, + "TN": 99531245, + "TP": 112614, + "n_pred": 122716, + "n_ref": 114453 + }, + "10": { + "Dice": 0.7948304193992509, + "FN": 17995, + "FP": 9723, + "IoU": 0.6595174921383647, + "TN": 99574392, + "TP": 53690, + "n_pred": 63413, + "n_ref": 71685 + }, + "11": { + "Dice": 0.7750349324639031, + "FN": 1146, + "FP": 303, + "IoU": 0.6326996197718631, + "TN": 99651855, + "TP": 2496, + "n_pred": 2799, + "n_ref": 3642 + }, + "12": { + "Dice": 0.73003300330033, + "FN": 1356, + "FP": 280, + "IoU": 0.5748440748440748, + "TN": 99651952, + "TP": 2212, + "n_pred": 2492, + "n_ref": 3568 + }, + "13": { + "Dice": 0.7008760293673413, + "FN": 18749, + "FP": 4026, + "IoU": 0.5394989586913885, + "TN": 99606343, + "TP": 26682, + "n_pred": 30708, + "n_ref": 45431 + }, + "14": { + "Dice": 0.6327963804254295, + "FN": 19944, + "FP": 19743, + "IoU": 0.4628398955104693, + "TN": 99581917, + "TP": 34196, + "n_pred": 53939, + "n_ref": 54140 + }, + "15": { + "Dice": 0.551963213570952, + "FN": 14780, + "FP": 22830, + "IoU": 0.38118038073613375, + "TN": 99595023, + "TP": 23167, + "n_pred": 45997, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9551655697382156, + "FN": 8156, + "FP": 1851, + "IoU": 0.9141788804747734, + "TN": 99539197, + "TP": 106596, + "n_pred": 108447, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9663434766942907, + "FN": 5803, + "FP": 2417, + "IoU": 0.9348787096160854, + "TN": 99529574, + "TP": 118006, + "n_pred": 120423, + "n_ref": 123809 + }, + "4": { + "Dice": 0.8319170984455958, + "FN": 2850, + "FP": 3638, + "IoU": 0.7122072391767211, + "TN": 99633256, + "TP": 16056, + "n_pred": 19694, + "n_ref": 18906 + }, + "5": { + "Dice": 0.8814422625829368, + "FN": 390, + "FP": 1379, + "IoU": 0.7880167765128819, + "TN": 99647455, + "TP": 6576, + "n_pred": 7955, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9681683589875261, + "FN": 43772, + "FP": 42391, + "IoU": 0.9383007076983227, + "TN": 98259301, + "TP": 1310336, + "n_pred": 1352727, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.8541925803076073, + "FN": 15549, + "FP": 36146, + "IoU": 0.745494020746459, + "TN": 99452681, + "TP": 151424, + "n_pred": 187570, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9597680973349249, + "FN": 5236, + "FP": 2786, + "IoU": 0.9226482045743819, + "TN": 99552092, + "TP": 95686, + "n_pred": 98472, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9252264565430309, + "FN": 11931, + "FP": 1582, + "IoU": 0.8608571193212241, + "TN": 99558684, + "TP": 83603, + "n_pred": 85185, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8931125557729561, + "FN": 79011, + "FP": 9051, + "IoU": 0.8068684493901997, + "TN": 62627551, + "TP": 367907, + "n_pred": 376958, + "n_ref": 446918 + }, + "10": { + "Dice": 0.8421671248441, + "FN": 6359, + "FP": 17812, + "IoU": 0.7273650134789131, + "TN": 62994863, + "TP": 64486, + "n_pred": 82298, + "n_ref": 70845 + }, + "11": { + "Dice": 0.7690077319587629, + "FN": 1158, + "FP": 276, + "IoU": 0.6247055744569484, + "TN": 63079699, + "TP": 2387, + "n_pred": 2663, + "n_ref": 3545 + }, + "12": { + "Dice": 0.8401546890106348, + "FN": 895, + "FP": 97, + "IoU": 0.7243678799666574, + "TN": 63079921, + "TP": 2607, + "n_pred": 2704, + "n_ref": 3502 + }, + "13": { + "Dice": 0.7110954252820407, + "FN": 16440, + "FP": 7299, + "IoU": 0.5517052536163463, + "TN": 63030566, + "TP": 29215, + "n_pred": 36514, + "n_ref": 45655 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.948552716215426, + "FN": 2313, + "FP": 10884, + "IoU": 0.9021400605089873, + "TN": 62948664, + "TP": 121659, + "n_pred": 132543, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9261223617289877, + "FN": 12779, + "FP": 5538, + "IoU": 0.862409578823229, + "TN": 62950393, + "TP": 114810, + "n_pred": 120348, + "n_ref": 127589 + }, + "4": { + "Dice": 0.49734666173022335, + "FN": 11984, + "FP": 235, + "IoU": 0.3309789750328515, + "TN": 63065256, + "TP": 6045, + "n_pred": 6280, + "n_ref": 18029 + }, + "5": { + "Dice": 0.62821408865183, + "FN": 8415, + "FP": 1692, + "IoU": 0.4579534484607959, + "TN": 63064874, + "TP": 8539, + "n_pred": 10231, + "n_ref": 16954 + }, + "6": { + "Dice": 0.887457228251971, + "FN": 170302, + "FP": 73022, + "IoU": 0.7976836943154975, + "TN": 61880829, + "TP": 959367, + "n_pred": 1032389, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.7294265149152894, + "FN": 44372, + "FP": 38930, + "IoU": 0.5740923476509175, + "TN": 62887933, + "TP": 112285, + "n_pred": 151215, + "n_ref": 156657 + }, + "8": { + "Dice": 0.9418398313526537, + "FN": 10317, + "FP": 2236, + "IoU": 0.8900730336094717, + "TN": 62969326, + "TP": 101641, + "n_pred": 103877, + "n_ref": 111958 + }, + "9": { + "Dice": 0.8951699802252193, + "FN": 5090, + "FP": 3763, + "IoU": 0.8102332161536483, + "TN": 63036868, + "TP": 37799, + "n_pred": 41562, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9322587131367293, + "FN": 34304, + "FP": 6124, + "IoU": 0.8731129203362062, + "TN": 109290204, + "TP": 278186, + "n_pred": 284310, + "n_ref": 312490 + }, + "10": { + "Dice": 0.5946614639430327, + "FN": 39618, + "FP": 26241, + "IoU": 0.42314463645998474, + "TN": 109494649, + "TP": 48310, + "n_pred": 74551, + "n_ref": 87928 + }, + "11": { + "Dice": 0.7517428807751388, + "FN": 1285, + "FP": 816, + "IoU": 0.6022340022718667, + "TN": 109603536, + "TP": 3181, + "n_pred": 3997, + "n_ref": 4466 + }, + "12": { + "Dice": 0.6460674157303371, + "FN": 1781, + "FP": 739, + "IoU": 0.47717842323651455, + "TN": 109603998, + "TP": 2300, + "n_pred": 3039, + "n_ref": 4081 + }, + "13": { + "Dice": 0.18640350877192982, + "FN": 71684, + "FP": 7710, + "IoU": 0.10278113663845223, + "TN": 109520329, + "TP": 9095, + "n_pred": 16805, + "n_ref": 80779 + }, + "14": { + "Dice": 0.6478035811029215, + "FN": 25770, + "FP": 51591, + "IoU": 0.47907506043486164, + "TN": 109460311, + "TP": 71146, + "n_pred": 122737, + "n_ref": 96916 + }, + "15": { + "Dice": 0.6715664235718376, + "FN": 32589, + "FP": 36810, + "IoU": 0.5055325576590121, + "TN": 109468467, + "TP": 70952, + "n_pred": 107762, + "n_ref": 103541 + }, + "2": { + "Dice": 0.772060506557326, + "FN": 77453, + "FP": 3210, + "IoU": 0.6287447473431798, + "TN": 109391547, + "TP": 136608, + "n_pred": 139818, + "n_ref": 214061 + }, + "3": { + "Dice": 0.8561874535048467, + "FN": 16656, + "FP": 60284, + "IoU": 0.7485382601619107, + "TN": 109302847, + "TP": 229031, + "n_pred": 289315, + "n_ref": 245687 + }, + "4": { + "Dice": 0.486770545297286, + "FN": 31718, + "FP": 7445, + "IoU": 0.3216766259634537, + "TN": 109551083, + "TP": 18572, + "n_pred": 26017, + "n_ref": 50290 + }, + "5": { + "Dice": 0.6902654867256637, + "FN": 4624, + "FP": 696, + "IoU": 0.527027027027027, + "TN": 109597570, + "TP": 5928, + "n_pred": 6624, + "n_ref": 10552 + }, + "6": { + "Dice": 0.8834383718227963, + "FN": 35904, + "FP": 284597, + "IoU": 0.7912132653752547, + "TN": 108073754, + "TP": 1214563, + "n_pred": 1499160, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.5749060632645292, + "FN": 676991, + "FP": 93445, + "IoU": 0.4034162580057658, + "TN": 108317405, + "TP": 520977, + "n_pred": 614422, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9533966218715325, + "FN": 4355, + "FP": 3961, + "IoU": 0.910943574036989, + "TN": 109515439, + "TP": 85063, + "n_pred": 89024, + "n_ref": 89418 + }, + "9": { + "Dice": 0.5644671897348557, + "FN": 21064, + "FP": 31615, + "IoU": 0.3932109288610394, + "TN": 109522002, + "TP": 34137, + "n_pred": 65752, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7747625143165129, + "FN": 1277, + "FP": 32155, + "IoU": 0.6323366068777425, + "TN": 66976421, + "TP": 57499, + "n_pred": 89654, + "n_ref": 58776 + }, + "10": { + "Dice": 0.610251414157434, + "FN": 38394, + "FP": 13213, + "IoU": 0.4391092175765414, + "TN": 66975343, + "TP": 40402, + "n_pred": 53615, + "n_ref": 78796 + }, + "11": { + "Dice": 0.6182447038478167, + "FN": 1696, + "FP": 70, + "IoU": 0.4474342928660826, + "TN": 67064156, + "TP": 1430, + "n_pred": 1500, + "n_ref": 3126 + }, + "12": { + "Dice": 0.703564084989719, + "FN": 1258, + "FP": 472, + "IoU": 0.542690985989955, + "TN": 67063569, + "TP": 2053, + "n_pred": 2525, + "n_ref": 3311 + }, + "13": { + "Dice": 0.14314228685486172, + "FN": 35199, + "FP": 861, + "IoU": 0.0770884520884521, + "TN": 67028280, + "TP": 3012, + "n_pred": 3873, + "n_ref": 38211 + }, + "14": { + "Dice": 0.8258951263648009, + "FN": 14546, + "FP": 11143, + "IoU": 0.7034253454784747, + "TN": 66980733, + "TP": 60930, + "n_pred": 72073, + "n_ref": 75476 + }, + "15": { + "Dice": 0.44977756965581833, + "FN": 14073, + "FP": 28227, + "IoU": 0.2901374414740976, + "TN": 67007763, + "TP": 17289, + "n_pred": 45516, + "n_ref": 31362 + }, + "2": { + "Dice": 0.8562245862529446, + "FN": 3376, + "FP": 44535, + "IoU": 0.7485950265777419, + "TN": 66876779, + "TP": 142662, + "n_pred": 187197, + "n_ref": 146038 + }, + "3": { + "Dice": 0.819735995789966, + "FN": 48217, + "FP": 1109, + "IoU": 0.6945361316332155, + "TN": 66905873, + "TP": 112153, + "n_pred": 113262, + "n_ref": 160370 + }, + "4": { + "Dice": 0.09188518004528523, + "FN": 12410, + "FP": 23, + "IoU": 0.048154953299647835, + "TN": 67054290, + "TP": 629, + "n_pred": 652, + "n_ref": 13039 + }, + "5": { + "Dice": 0.7823859477921444, + "FN": 2507, + "FP": 1061, + "IoU": 0.6425566018833901, + "TN": 67057370, + "TP": 6414, + "n_pred": 7475, + "n_ref": 8921 + }, + "6": { + "Dice": 0.921272321653897, + "FN": 121590, + "FP": 42189, + "IoU": 0.8540360464898654, + "TN": 65945301, + "TP": 958272, + "n_pred": 1000461, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.5201654538176518, + "FN": 224912, + "FP": 8837, + "IoU": 0.3515024400258568, + "TN": 66706905, + "TP": 126698, + "n_pred": 135535, + "n_ref": 351610 + }, + "8": { + "Dice": 0.9629007436298063, + "FN": 3749, + "FP": 2567, + "IoU": 0.9284557266002877, + "TN": 66979071, + "TP": 81965, + "n_pred": 84532, + "n_ref": 85714 + }, + "9": { + "Dice": 0.8900892682608978, + "FN": 9043, + "FP": 7825, + "IoU": 0.8019467177024504, + "TN": 66982183, + "TP": 68301, + "n_pred": 76126, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8175272716145714, + "FN": 46631, + "FP": 13002, + "IoU": 0.6913709314301388, + "TN": 74326061, + "TP": 133586, + "n_pred": 146588, + "n_ref": 180217 + }, + "10": { + "Dice": 0.7559765291731234, + "FN": 12731, + "FP": 15299, + "IoU": 0.6076867092150935, + "TN": 74447832, + "TP": 43418, + "n_pred": 58717, + "n_ref": 56149 + }, + "11": { + "Dice": 0.7152640389590625, + "FN": 1037, + "FP": 834, + "IoU": 0.5567401089789149, + "TN": 74515059, + "TP": 2350, + "n_pred": 3184, + "n_ref": 3387 + }, + "12": { + "Dice": 0.6755228942905597, + "FN": 1006, + "FP": 142, + "IoU": 0.5100298762270593, + "TN": 74516937, + "TP": 1195, + "n_pred": 1337, + "n_ref": 2201 + }, + "13": { + "Dice": 0.3974897704838478, + "FN": 24870, + "FP": 29759, + "IoU": 0.24804195515423474, + "TN": 74446631, + "TP": 18020, + "n_pred": 47779, + "n_ref": 42890 + }, + "14": { + "Dice": 0.7333617688740902, + "FN": 5275, + "FP": 14104, + "IoU": 0.5789828151817332, + "TN": 74473251, + "TP": 26650, + "n_pred": 40754, + "n_ref": 31925 + }, + "15": { + "Dice": 0.7992258392029951, + "FN": 5169, + "FP": 7487, + "IoU": 0.6655921365534007, + "TN": 74481434, + "TP": 25190, + "n_pred": 32677, + "n_ref": 30359 + }, + "2": { + "Dice": 0.8254920515887895, + "FN": 2208, + "FP": 56434, + "IoU": 0.7028407536155507, + "TN": 74321938, + "TP": 138700, + "n_pred": 195134, + "n_ref": 140908 + }, + "3": { + "Dice": 0.7505312998093572, + "FN": 59582, + "FP": 4276, + "IoU": 0.6006803529330841, + "TN": 74359363, + "TP": 96059, + "n_pred": 100335, + "n_ref": 155641 + }, + "4": { + "Dice": 0.5977912025674911, + "FN": 6945, + "FP": 1577, + "IoU": 0.42632110400538537, + "TN": 74504425, + "TP": 6333, + "n_pred": 7910, + "n_ref": 13278 + }, + "5": { + "Dice": 0.588957055214724, + "FN": 5210, + "FP": 1691, + "IoU": 0.41739130434782606, + "TN": 74507435, + "TP": 4944, + "n_pred": 6635, + "n_ref": 10154 + }, + "6": { + "Dice": 0.961192825522003, + "FN": 81182, + "FP": 41939, + "IoU": 0.9252851242628398, + "TN": 72871402, + "TP": 1524757, + "n_pred": 1566696, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.18750067275917373, + "FN": 149772, + "FP": 1192, + "IoU": 0.103448685437366, + "TN": 74350897, + "TP": 17419, + "n_pred": 18611, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9674779171042066, + "FN": 1729, + "FP": 2483, + "IoU": 0.9370045765905896, + "TN": 74452418, + "TP": 62650, + "n_pred": 65133, + "n_ref": 64379 + }, + "9": { + "Dice": 0.8987695813814298, + "FN": 14772, + "FP": 2818, + "IoU": 0.8161503407333083, + "TN": 74423604, + "TP": 78086, + "n_pred": 80904, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.90265590717335, + "FN": 14071, + "FP": 43916, + "IoU": 0.8225823723607036, + "TN": 65724341, + "TP": 268852, + "n_pred": 312768, + "n_ref": 282923 + }, + "10": { + "Dice": 0.6925305142234657, + "FN": 27589, + "FP": 22087, + "IoU": 0.529672410528309, + "TN": 65945560, + "TP": 55944, + "n_pred": 78031, + "n_ref": 83533 + }, + "11": { + "Dice": 0.6622448979591836, + "FN": 1690, + "FP": 296, + "IoU": 0.4950419527078566, + "TN": 66047247, + "TP": 1947, + "n_pred": 2243, + "n_ref": 3637 + }, + "12": { + "Dice": 0.7376316629428663, + "FN": 715, + "FP": 929, + "IoU": 0.5843236409608091, + "TN": 66047225, + "TP": 2311, + "n_pred": 3240, + "n_ref": 3026 + }, + "13": { + "Dice": 0.6956488999887049, + "FN": 19911, + "FP": 4340, + "IoU": 0.533329484663049, + "TN": 65999214, + "TP": 27715, + "n_pred": 32055, + "n_ref": 47626 + }, + "14": { + "Dice": 0.9023164072835734, + "FN": 2401, + "FP": 9782, + "IoU": 0.8220186702896963, + "TN": 65982729, + "TP": 56268, + "n_pred": 66050, + "n_ref": 58669 + }, + "15": { + "Dice": 0.6162444843928746, + "FN": 5742, + "FP": 17740, + "IoU": 0.44534202569916853, + "TN": 66008844, + "TP": 18854, + "n_pred": 36594, + "n_ref": 24596 + }, + "2": { + "Dice": 0.9019815555680772, + "FN": 23893, + "FP": 2200, + "IoU": 0.8214630274582789, + "TN": 65905031, + "TP": 120056, + "n_pred": 122256, + "n_ref": 143949 + }, + "3": { + "Dice": 0.9237747877524749, + "FN": 6127, + "FP": 18743, + "IoU": 0.8583470980235803, + "TN": 65875610, + "TP": 150700, + "n_pred": 169443, + "n_ref": 156827 + }, + "4": { + "Dice": 0.9003301944478415, + "FN": 3761, + "FP": 1944, + "IoU": 0.8187277580071174, + "TN": 66019708, + "TP": 25767, + "n_pred": 27711, + "n_ref": 29528 + }, + "5": { + "Dice": 0.9070697626097346, + "FN": 1248, + "FP": 541, + "IoU": 0.8299429657794677, + "TN": 66040660, + "TP": 8731, + "n_pred": 9272, + "n_ref": 9979 + }, + "6": { + "Dice": 0.9691574255498667, + "FN": 20132, + "FP": 43729, + "IoU": 0.9401604566699525, + "TN": 64983976, + "TP": 1003343, + "n_pred": 1047072, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.7387544813259828, + "FN": 403260, + "FP": 2192, + "IoU": 0.585734078248822, + "TN": 65072456, + "TP": 573272, + "n_pred": 575464, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9537677869442445, + "FN": 3781, + "FP": 3734, + "IoU": 0.9116215071972904, + "TN": 65966148, + "TP": 77517, + "n_pred": 81251, + "n_ref": 81298 + }, + "9": { + "Dice": 0.887629158580272, + "FN": 12228, + "FP": 2421, + "IoU": 0.7979615480098199, + "TN": 65978674, + "TP": 57857, + "n_pred": 60278, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9699391676008516, + "FN": 3529, + "FP": 5776, + "IoU": 0.9416328988470851, + "TN": 113313118, + "TP": 150117, + "n_pred": 155893, + "n_ref": 153646 + }, + "10": { + "Dice": 0.809243836523082, + "FN": 7204, + "FP": 27382, + "IoU": 0.6796049949975914, + "TN": 113364592, + "TP": 73362, + "n_pred": 100744, + "n_ref": 80566 + }, + "11": { + "Dice": 0.6643446379468377, + "FN": 1418, + "FP": 413, + "IoU": 0.49739225912709306, + "TN": 113468897, + "TP": 1812, + "n_pred": 2225, + "n_ref": 3230 + }, + "12": { + "Dice": 0.8293021962746734, + "FN": 1100, + "FP": 128, + "IoU": 0.70838280693422, + "TN": 113468329, + "TP": 2983, + "n_pred": 3111, + "n_ref": 4083 + }, + "13": { + "Dice": 0.6116303219106958, + "FN": 26811, + "FP": 36769, + "IoU": 0.4405385190725505, + "TN": 113358895, + "TP": 50065, + "n_pred": 86834, + "n_ref": 76876 + }, + "14": { + "Dice": 0.871741227184767, + "FN": 49841, + "FP": 13058, + "IoU": 0.7726429859788254, + "TN": 113195887, + "TP": 213754, + "n_pred": 226812, + "n_ref": 263595 + }, + "15": { + "Dice": 0.690665830458869, + "FN": 5364, + "FP": 9433, + "IoU": 0.527493932813897, + "TN": 113441224, + "TP": 16519, + "n_pred": 25952, + "n_ref": 21883 + }, + "2": { + "Dice": 0.9741601041534358, + "FN": 4375, + "FP": 2135, + "IoU": 0.9496219713208949, + "TN": 113343317, + "TP": 122713, + "n_pred": 124848, + "n_ref": 127088 + }, + "3": { + "Dice": 0.9602356406480118, + "FN": 4570, + "FP": 5015, + "IoU": 0.9235127478753541, + "TN": 113347225, + "TP": 115730, + "n_pred": 120745, + "n_ref": 120300 + }, + "4": { + "Dice": 0.7605764238707957, + "FN": 3990, + "FP": 13073, + "IoU": 0.6136533454092608, + "TN": 113428375, + "TP": 27102, + "n_pred": 40175, + "n_ref": 31092 + }, + "5": { + "Dice": 0.6846011131725418, + "FN": 11793, + "FP": 7587, + "IoU": 0.5204513399153737, + "TN": 113432127, + "TP": 21033, + "n_pred": 28620, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9592301606253292, + "FN": 40954, + "FP": 52779, + "IoU": 0.921654456475859, + "TN": 112276135, + "TP": 1102672, + "n_pred": 1155451, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.7478327016857519, + "FN": 80391, + "FP": 12428, + "IoU": 0.5972306597469321, + "TN": 113242088, + "TP": 137633, + "n_pred": 150061, + "n_ref": 218024 + }, + "8": { + "Dice": 0.9297219672519468, + "FN": 26177, + "FP": 2305, + "IoU": 0.8686733155353907, + "TN": 113255661, + "TP": 188397, + "n_pred": 190702, + "n_ref": 214574 + }, + "9": { + "Dice": 0.8718153942102801, + "FN": 22366, + "FP": 2298, + "IoU": 0.7727595197950929, + "TN": 113364003, + "TP": 83873, + "n_pred": 86171, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8202606837178034, + "FN": 4566, + "FP": 49173, + "IoU": 0.6952897749502441, + "TN": 75020367, + "TP": 122622, + "n_pred": 171795, + "n_ref": 127188 + }, + "10": { + "Dice": 0.7797495160042975, + "FN": 24939, + "FP": 17496, + "IoU": 0.6390077498277343, + "TN": 75079177, + "TP": 75116, + "n_pred": 92612, + "n_ref": 100055 + }, + "11": { + "Dice": 0.7393479385889253, + "FN": 1401, + "FP": 110, + "IoU": 0.5864805692391899, + "TN": 75193074, + "TP": 2143, + "n_pred": 2253, + "n_ref": 3544 + }, + "12": { + "Dice": 0.5839762611275965, + "FN": 1630, + "FP": 473, + "IoU": 0.4124056999161777, + "TN": 75193149, + "TP": 1476, + "n_pred": 1949, + "n_ref": 3106 + }, + "13": { + "Dice": 0.5887955884196014, + "FN": 22374, + "FP": 23560, + "IoU": 0.4172291296625222, + "TN": 75117908, + "TP": 32886, + "n_pred": 56446, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9421386904671246, + "FN": 9340, + "FP": 5856, + "IoU": 0.8906070029947016, + "TN": 75057816, + "TP": 123716, + "n_pred": 129572, + "n_ref": 133056 + }, + "15": { + "Dice": 0.4056194888656404, + "FN": 43958, + "FP": 43536, + "IoU": 0.25440569928758905, + "TN": 75079380, + "TP": 29854, + "n_pred": 73390, + "n_ref": 73812 + }, + "2": { + "Dice": 0.8992813478831969, + "FN": 3909, + "FP": 27989, + "IoU": 0.8169947389860069, + "TN": 75022427, + "TP": 142403, + "n_pred": 170392, + "n_ref": 146312 + }, + "3": { + "Dice": 0.8776321439975923, + "FN": 27960, + "FP": 5379, + "IoU": 0.7819469697960678, + "TN": 75043834, + "TP": 119555, + "n_pred": 124934, + "n_ref": 147515 + }, + "4": { + "Dice": 0.9352497906782026, + "FN": 1506, + "FP": 1742, + "IoU": 0.8783748361730013, + "TN": 75170023, + "TP": 23457, + "n_pred": 25199, + "n_ref": 24963 + }, + "5": { + "Dice": 0.9219266904856425, + "FN": 734, + "FP": 446, + "IoU": 0.855161409107647, + "TN": 75188581, + "TP": 6967, + "n_pred": 7413, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9169794579798075, + "FN": 18421, + "FP": 205769, + "IoU": 0.8466870409210676, + "TN": 73734425, + "TP": 1238113, + "n_pred": 1443882, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.9064541198080912, + "FN": 10680, + "FP": 18450, + "IoU": 0.8289127472630738, + "TN": 75026464, + "TP": 141134, + "n_pred": 159584, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9592195307893436, + "FN": 4213, + "FP": 2634, + "IoU": 0.9216348299818021, + "TN": 75109355, + "TP": 80526, + "n_pred": 83160, + "n_ref": 84739 + }, + "9": { + "Dice": 0.7771504790581275, + "FN": 18386, + "FP": 15363, + "IoU": 0.6355242127089723, + "TN": 75104132, + "TP": 58847, + "n_pred": 74210, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9817881063951881, + "FN": 4552, + "FP": 3287, + "IoU": 0.9642276942172897, + "TN": 86708736, + "TP": 211297, + "n_pred": 214584, + "n_ref": 215849 + }, + "10": { + "Dice": 0.7274906169750445, + "FN": 13586, + "FP": 27800, + "IoU": 0.5716976445750714, + "TN": 86831244, + "TP": 55242, + "n_pred": 83042, + "n_ref": 68828 + }, + "11": { + "Dice": 0.7164440551784541, + "FN": 954, + "FP": 341, + "IoU": 0.5581712726032071, + "TN": 86924941, + "TP": 1636, + "n_pred": 1977, + "n_ref": 2590 + }, + "12": { + "Dice": 0.724535785109068, + "FN": 896, + "FP": 2160, + "IoU": 0.5680565371024735, + "TN": 86920797, + "TP": 4019, + "n_pred": 6179, + "n_ref": 4915 + }, + "13": { + "Dice": 0.4345222509363722, + "FN": 36277, + "FP": 13394, + "IoU": 0.2775652679805105, + "TN": 86859117, + "TP": 19084, + "n_pred": 32478, + "n_ref": 55361 + }, + "14": { + "Dice": 0.7954316024633985, + "FN": 16696, + "FP": 17551, + "IoU": 0.6603457338662488, + "TN": 86827043, + "TP": 66582, + "n_pred": 84133, + "n_ref": 83278 + }, + "15": { + "Dice": 0.6191381972281029, + "FN": 76234, + "FP": 30087, + "IoU": 0.4483708623015461, + "TN": 86735132, + "TP": 86419, + "n_pred": 116506, + "n_ref": 162653 + }, + "2": { + "Dice": 0.8895256702485618, + "FN": 21779, + "FP": 3666, + "IoU": 0.8010321773468351, + "TN": 86799987, + "TP": 102440, + "n_pred": 106106, + "n_ref": 124219 + }, + "3": { + "Dice": 0.9165967087181021, + "FN": 10942, + "FP": 18068, + "IoU": 0.8460346355728456, + "TN": 86739453, + "TP": 159409, + "n_pred": 177477, + "n_ref": 170351 + }, + "4": { + "Dice": 0.763155575143235, + "FN": 3535, + "FP": 4526, + "IoU": 0.617018244013683, + "TN": 86906824, + "TP": 12987, + "n_pred": 17513, + "n_ref": 16522 + }, + "5": { + "Dice": 0.9004061451527459, + "FN": 374, + "FP": 754, + "IoU": 0.8188533804400193, + "TN": 86921645, + "TP": 5099, + "n_pred": 5853, + "n_ref": 5473 + }, + "6": { + "Dice": 0.9261803381214896, + "FN": 15503, + "FP": 169220, + "IoU": 0.86251013182349, + "TN": 85584333, + "TP": 1158816, + "n_pred": 1328036, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.5650970069356842, + "FN": 617575, + "FP": 6780, + "IoU": 0.39382244630272034, + "TN": 85897885, + "TP": 405632, + "n_pred": 412412, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9310783479303371, + "FN": 3519, + "FP": 4012, + "IoU": 0.8710445205479452, + "TN": 86869472, + "TP": 50869, + "n_pred": 54881, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8170988086895585, + "FN": 9367, + "FP": 9164, + "IoU": 0.6907582938388626, + "TN": 86867948, + "TP": 41393, + "n_pred": 50557, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.45370537053705373, + "FN": 5292, + "FP": 194996, + "IoU": 0.29341456789165277, + "TN": 37466141, + "TP": 83171, + "n_pred": 278167, + "n_ref": 88463 + }, + "10": { + "Dice": 0.597678066106238, + "FN": 23233, + "FP": 25248, + "IoU": 0.4262060313402452, + "TN": 37665108, + "TP": 36011, + "n_pred": 61259, + "n_ref": 59244 + }, + "11": { + "Dice": 0.8361848574237954, + "FN": 462, + "FP": 371, + "IoU": 0.7184859749915512, + "TN": 37746641, + "TP": 2126, + "n_pred": 2497, + "n_ref": 2588 + }, + "12": { + "Dice": 0.7748279252704031, + "FN": 947, + "FP": 198, + "IoU": 0.6324237560192616, + "TN": 37746485, + "TP": 1970, + "n_pred": 2168, + "n_ref": 2917 + }, + "13": { + "Dice": 0.4793804814331032, + "FN": 29471, + "FP": 4009, + "IoU": 0.31525340532580687, + "TN": 37700706, + "TP": 15414, + "n_pred": 19423, + "n_ref": 44885 + }, + "14": { + "Dice": 0.4817792436840056, + "FN": 26655, + "FP": 131720, + "IoU": 0.3173314827107598, + "TN": 37517606, + "TP": 73619, + "n_pred": 205339, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 27940, + "IoU": 0.0, + "TN": 37721660, + "TP": 0, + "n_pred": 27940, + "n_ref": 0 + }, + "2": { + "Dice": 0.5519867827840161, + "FN": 60808, + "FP": 3188, + "IoU": 0.38120286211564497, + "TN": 37646180, + "TP": 39424, + "n_pred": 42612, + "n_ref": 100232 + }, + "3": { + "Dice": 0.7293005589485724, + "FN": 4215, + "FP": 58502, + "IoU": 0.5739363183674024, + "TN": 37602399, + "TP": 84484, + "n_pred": 142986, + "n_ref": 88699 + }, + "4": { + "Dice": 0.01561174274563041, + "FN": 11602, + "FP": 0, + "IoU": 0.007867282367025824, + "TN": 37737906, + "TP": 92, + "n_pred": 92, + "n_ref": 11694 + }, + "5": { + "Dice": 0.8130164700518607, + "FN": 2916, + "FP": 365, + "IoU": 0.6849433454964471, + "TN": 37739186, + "TP": 7133, + "n_pred": 7498, + "n_ref": 10049 + }, + "6": { + "Dice": 0.7795673309081544, + "FN": 258207, + "FP": 15685, + "IoU": 0.6387630802183047, + "TN": 36991394, + "TP": 484314, + "n_pred": 499999, + "n_ref": 742521 + }, + "7": { + "Dice": 0.7470360481508188, + "FN": 115302, + "FP": 40456, + "IoU": 0.5962151162037097, + "TN": 37363855, + "TP": 229987, + "n_pred": 270443, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9496843656871856, + "FN": 3994, + "FP": 3857, + "IoU": 0.9041894975775844, + "TN": 37667657, + "TP": 74092, + "n_pred": 77949, + "n_ref": 78086 + }, + "9": { + "Dice": 0.8389035969504548, + "FN": 12627, + "FP": 3559, + "IoU": 0.7225098577061546, + "TN": 37691270, + "TP": 42144, + "n_pred": 45703, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9642109938698614, + "FN": 6996, + "FP": 7185, + "IoU": 0.930895180546757, + "TN": 75701478, + "TP": 191029, + "n_pred": 198214, + "n_ref": 198025 + }, + "10": { + "Dice": 0.9042612713424539, + "FN": 13908, + "FP": 7310, + "IoU": 0.8252526333994943, + "TN": 75785267, + "TP": 100203, + "n_pred": 107513, + "n_ref": 114111 + }, + "11": { + "Dice": 0.7295405371006746, + "FN": 1476, + "FP": 649, + "IoU": 0.5742336205169305, + "TN": 75901697, + "TP": 2866, + "n_pred": 3515, + "n_ref": 4342 + }, + "12": { + "Dice": 0.7640198511166253, + "FN": 1505, + "FP": 397, + "IoU": 0.6181489660710701, + "TN": 75901707, + "TP": 3079, + "n_pred": 3476, + "n_ref": 4584 + }, + "13": { + "Dice": 0.7493238970439837, + "FN": 13655, + "FP": 4976, + "IoU": 0.5991350560492287, + "TN": 75860211, + "TP": 27846, + "n_pred": 32822, + "n_ref": 41501 + }, + "14": { + "Dice": 0.9031491523310895, + "FN": 7759, + "FP": 17103, + "IoU": 0.8234019732496111, + "TN": 75765905, + "TP": 115921, + "n_pred": 133024, + "n_ref": 123680 + }, + "15": { + "Dice": 0.41649565279602974, + "FN": 131964, + "FP": 22999, + "IoU": 0.26302147735271175, + "TN": 75696420, + "TP": 55305, + "n_pred": 78304, + "n_ref": 187269 + }, + "2": { + "Dice": 0.8620892435575833, + "FN": 40984, + "FP": 7561, + "IoU": 0.7576070783027252, + "TN": 75706414, + "TP": 151729, + "n_pred": 159290, + "n_ref": 192713 + }, + "3": { + "Dice": 0.9052068168677739, + "FN": 10914, + "FP": 39419, + "IoU": 0.8268290585057887, + "TN": 75616033, + "TP": 240322, + "n_pred": 279741, + "n_ref": 251236 + }, + "4": { + "Dice": 0.9326044861798928, + "FN": 2965, + "FP": 968, + "IoU": 0.8737196981859047, + "TN": 75875543, + "TP": 27212, + "n_pred": 28180, + "n_ref": 30177 + }, + "5": { + "Dice": 0.9247621496528671, + "FN": 638, + "FP": 825, + "IoU": 0.8600535680122441, + "TN": 75896234, + "TP": 8991, + "n_pred": 9816, + "n_ref": 9629 + }, + "6": { + "Dice": 0.958755950103667, + "FN": 45469, + "FP": 97479, + "IoU": 0.9207792833957816, + "TN": 74102261, + "TP": 1661479, + "n_pred": 1758958, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.8405576279151736, + "FN": 44793, + "FP": 42061, + "IoU": 0.7249671464082712, + "TN": 75590893, + "TP": 228941, + "n_pred": 271002, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9534318329999668, + "FN": 5470, + "FP": 2958, + "IoU": 0.911007866532918, + "TN": 75811983, + "TP": 86277, + "n_pred": 89235, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8177313800461113, + "FN": 20643, + "FP": 4813, + "IoU": 0.6916629319638077, + "TN": 75824129, + "TP": 57103, + "n_pred": 61916, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8974386485115681, + "FN": 3039, + "FP": 17991, + "IoU": 0.813958014490574, + "TN": 61274711, + "TP": 92009, + "n_pred": 110000, + "n_ref": 95048 + }, + "10": { + "Dice": 0.8539592712202274, + "FN": 7583, + "FP": 16520, + "IoU": 0.7451386759434511, + "TN": 61293177, + "TP": 70470, + "n_pred": 86990, + "n_ref": 78053 + }, + "11": { + "Dice": 0.8571822823237202, + "FN": 236, + "FP": 799, + "IoU": 0.7500603718908476, + "TN": 61383609, + "TP": 3106, + "n_pred": 3905, + "n_ref": 3342 + }, + "12": { + "Dice": 0.8364182091045522, + "FN": 861, + "FP": 120, + "IoU": 0.7188306104901118, + "TN": 61384261, + "TP": 2508, + "n_pred": 2628, + "n_ref": 3369 + }, + "13": { + "Dice": 0.5188814961337889, + "FN": 22142, + "FP": 9964, + "IoU": 0.35033084441206824, + "TN": 61338331, + "TP": 17313, + "n_pred": 27277, + "n_ref": 39455 + }, + "14": { + "Dice": 0.8681088145269457, + "FN": 3355, + "FP": 15820, + "IoU": 0.7669543023821098, + "TN": 61305470, + "TP": 63105, + "n_pred": 78925, + "n_ref": 66460 + }, + "15": { + "Dice": 0.8832498804820975, + "FN": 7628, + "FP": 1652, + "IoU": 0.7909109343667621, + "TN": 61343367, + "TP": 35103, + "n_pred": 36755, + "n_ref": 42731 + }, + "2": { + "Dice": 0.9526239387674306, + "FN": 3228, + "FP": 9696, + "IoU": 0.9095338093238136, + "TN": 61244890, + "TP": 129936, + "n_pred": 139632, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9411219357679798, + "FN": 11804, + "FP": 3438, + "IoU": 0.8887916064731719, + "TN": 61250692, + "TP": 121816, + "n_pred": 125254, + "n_ref": 133620 + }, + "4": { + "Dice": 0.7739991390443393, + "FN": 6390, + "FP": 960, + "IoU": 0.6313202247191011, + "TN": 61367814, + "TP": 12586, + "n_pred": 13546, + "n_ref": 18976 + }, + "5": { + "Dice": 0.49912984752850725, + "FN": 18087, + "FP": 1196, + "IoU": 0.33256031290021115, + "TN": 61358859, + "TP": 9608, + "n_pred": 10804, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9669334627715969, + "FN": 48459, + "FP": 16258, + "IoU": 0.9359837221770501, + "TN": 60376804, + "TP": 946229, + "n_pred": 962487, + "n_ref": 994688 + }, + "7": { + "Dice": 0.7247211913643259, + "FN": 66186, + "FP": 20379, + "IoU": 0.5682845088123523, + "TN": 61187236, + "TP": 113949, + "n_pred": 134328, + "n_ref": 180135 + }, + "8": { + "Dice": 0.9369637593570413, + "FN": 25391, + "FP": 4335, + "IoU": 0.8814034023810283, + "TN": 61137102, + "TP": 220922, + "n_pred": 225257, + "n_ref": 246313 + }, + "9": { + "Dice": 0.8476842948169543, + "FN": 17789, + "FP": 4466, + "IoU": 0.7356354608412625, + "TN": 61303567, + "TP": 61928, + "n_pred": 66394, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9794260204769325, + "FN": 3853, + "FP": 3779, + "IoU": 0.9596815518798899, + "TN": 39559507, + "TP": 181661, + "n_pred": 185440, + "n_ref": 185514 + }, + "10": { + "Dice": 0.7280577494032949, + "FN": 14313, + "FP": 13715, + "IoU": 0.572398431659725, + "TN": 39683253, + "TP": 37519, + "n_pred": 51234, + "n_ref": 51832 + }, + "11": { + "Dice": 0.829225352112676, + "FN": 676, + "FP": 294, + "IoU": 0.7082706766917293, + "TN": 39745475, + "TP": 2355, + "n_pred": 2649, + "n_ref": 3031 + }, + "12": { + "Dice": 0.8484753222257152, + "FN": 761, + "FP": 203, + "IoU": 0.7368277368277368, + "TN": 39745137, + "TP": 2699, + "n_pred": 2902, + "n_ref": 3460 + }, + "13": { + "Dice": 0.6829226304657912, + "FN": 16042, + "FP": 9744, + "IoU": 0.5185136775277752, + "TN": 39695245, + "TP": 27769, + "n_pred": 37513, + "n_ref": 43811 + }, + "14": { + "Dice": 0.3492063492063492, + "FN": 16338, + "FP": 47007, + "IoU": 0.21153846153846154, + "TN": 39668460, + "TP": 16995, + "n_pred": 64002, + "n_ref": 33333 + }, + "15": { + "Dice": 0.6523899587345254, + "FN": 13773, + "FP": 26661, + "IoU": 0.48410885846613166, + "TN": 39670423, + "TP": 37943, + "n_pred": 64604, + "n_ref": 51716 + }, + "2": { + "Dice": 0.9140870345446388, + "FN": 15972, + "FP": 3178, + "IoU": 0.8417682297046065, + "TN": 39627775, + "TP": 101875, + "n_pred": 105053, + "n_ref": 117847 + }, + "3": { + "Dice": 0.9265098212189552, + "FN": 4042, + "FP": 16618, + "IoU": 0.8630817864314448, + "TN": 39597907, + "TP": 130233, + "n_pred": 146851, + "n_ref": 134275 + }, + "4": { + "Dice": 0.8421823048451517, + "FN": 3636, + "FP": 3911, + "IoU": 0.7273876607426673, + "TN": 39721116, + "TP": 20137, + "n_pred": 24048, + "n_ref": 23773 + }, + "5": { + "Dice": 0.8407453416149069, + "FN": 1448, + "FP": 475, + "IoU": 0.72524646378054, + "TN": 39741801, + "TP": 5076, + "n_pred": 5551, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9725498888503399, + "FN": 19728, + "FP": 31542, + "IoU": 0.9465665323274043, + "TN": 38789289, + "TP": 908241, + "n_pred": 939783, + "n_ref": 927969 + }, + "7": { + "Dice": 0.7182635383183456, + "FN": 316905, + "FP": 8797, + "IoU": 0.5603831675163353, + "TN": 39007923, + "TP": 415175, + "n_pred": 423972, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9666055487090084, + "FN": 1297, + "FP": 2036, + "IoU": 0.935369400814427, + "TN": 39697230, + "TP": 48237, + "n_pred": 50273, + "n_ref": 49534 + }, + "9": { + "Dice": 0.9219518433688714, + "FN": 1980, + "FP": 4733, + "IoU": 0.8552046934989862, + "TN": 39702438, + "TP": 39649, + "n_pred": 44382, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7872300944669366, + "FN": 3622, + "FP": 46830, + "IoU": 0.6491174384154229, + "TN": 101252822, + "TP": 93334, + "n_pred": 140164, + "n_ref": 96956 + }, + "10": { + "Dice": 0.7798554282596836, + "FN": 25212, + "FP": 7070, + "IoU": 0.6391500206794022, + "TN": 101307147, + "TP": 57179, + "n_pred": 64249, + "n_ref": 82391 + }, + "11": { + "Dice": 0.6450467510948041, + "FN": 2804, + "FP": 195, + "IoU": 0.47606568832983925, + "TN": 101390884, + "TP": 2725, + "n_pred": 2920, + "n_ref": 5529 + }, + "12": { + "Dice": 0.8096293949952487, + "FN": 1391, + "FP": 412, + "IoU": 0.6801490154337414, + "TN": 101390971, + "TP": 3834, + "n_pred": 4246, + "n_ref": 5225 + }, + "13": { + "Dice": 0.8375188165066182, + "FN": 9608, + "FP": 6043, + "IoU": 0.7204579552761305, + "TN": 101340620, + "TP": 40337, + "n_pred": 46380, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9349024246694094, + "FN": 14331, + "FP": 8122, + "IoU": 0.8777622316708678, + "TN": 101212925, + "TP": 161230, + "n_pred": 169352, + "n_ref": 175561 + }, + "15": { + "Dice": 0.5570373463475742, + "FN": 5530, + "FP": 28416, + "IoU": 0.38603725809368783, + "TN": 101341318, + "TP": 21344, + "n_pred": 49760, + "n_ref": 26874 + }, + "2": { + "Dice": 0.8437097861388565, + "FN": 44054, + "FP": 6956, + "IoU": 0.7296695725906887, + "TN": 101207913, + "TP": 137685, + "n_pred": 144641, + "n_ref": 181739 + }, + "3": { + "Dice": 0.8855621546360354, + "FN": 4353, + "FP": 37729, + "IoU": 0.7946267782630976, + "TN": 101191703, + "TP": 162823, + "n_pred": 200552, + "n_ref": 167176 + }, + "4": { + "Dice": 0.8648675219977388, + "FN": 1349, + "FP": 1400, + "IoU": 0.761908886194353, + "TN": 101385062, + "TP": 8797, + "n_pred": 10197, + "n_ref": 10146 + }, + "5": { + "Dice": 0.7209678897681098, + "FN": 14918, + "FP": 3348, + "IoU": 0.563682400152876, + "TN": 101354744, + "TP": 23598, + "n_pred": 26946, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9322189935888566, + "FN": 62027, + "FP": 195146, + "IoU": 0.8730432438783339, + "TN": 99370934, + "TP": 1768501, + "n_pred": 1963647, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.5971232530342038, + "FN": 253201, + "FP": 27227, + "IoU": 0.4256419919466826, + "TN": 100908362, + "TP": 207818, + "n_pred": 235045, + "n_ref": 461019 + }, + "8": { + "Dice": 0.9143398775851812, + "FN": 29029, + "FP": 13446, + "IoU": 0.8421971653075251, + "TN": 101127443, + "TP": 226690, + "n_pred": 240136, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9005768690391577, + "FN": 4893, + "FP": 13152, + "IoU": 0.819135821030159, + "TN": 101296837, + "TP": 81726, + "n_pred": 94878, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9008336283755511, + "FN": 35073, + "FP": 4980, + "IoU": 0.8195607613469985, + "TN": 73661529, + "TP": 181922, + "n_pred": 186902, + "n_ref": 216995 + }, + "10": { + "Dice": 0.2931035770014708, + "FN": 56212, + "FP": 38469, + "IoU": 0.17171726008223254, + "TN": 73769194, + "TP": 19629, + "n_pred": 58098, + "n_ref": 75841 + }, + "11": { + "Dice": 0.6408569242540169, + "FN": 2071, + "FP": 2623, + "IoU": 0.47151542445395184, + "TN": 73874622, + "TP": 4188, + "n_pred": 6811, + "n_ref": 6259 + }, + "12": { + "Dice": 0.4666101078657132, + "FN": 3616, + "FP": 785, + "IoU": 0.30429971546000634, + "TN": 73877178, + "TP": 1925, + "n_pred": 2710, + "n_ref": 5541 + }, + "13": { + "Dice": 0.0, + "FN": 61239, + "FP": 806, + "IoU": 0.0, + "TN": 73821459, + "TP": 0, + "n_pred": 806, + "n_ref": 61239 + }, + "14": { + "Dice": 0.7988313453991457, + "FN": 18296, + "FP": 23430, + "IoU": 0.6650451144719519, + "TN": 73758932, + "TP": 82846, + "n_pred": 106276, + "n_ref": 101142 + }, + "15": { + "Dice": 0.4071615059003328, + "FN": 161432, + "FP": 15455, + "IoU": 0.25562008163952366, + "TN": 73645874, + "TP": 60743, + "n_pred": 76198, + "n_ref": 222175 + }, + "2": { + "Dice": 0.7356719916674636, + "FN": 48728, + "FP": 53545, + "IoU": 0.5818679858541671, + "TN": 73638909, + "TP": 142322, + "n_pred": 195867, + "n_ref": 191050 + }, + "3": { + "Dice": 0.7040444293708665, + "FN": 71282, + "FP": 26452, + "IoU": 0.5432627825574929, + "TN": 73669521, + "TP": 116249, + "n_pred": 142701, + "n_ref": 187531 + }, + "4": { + "Dice": 0.13802622498274672, + "FN": 43588, + "FP": 10119, + "IoU": 0.07412898443291327, + "TN": 73825497, + "TP": 4300, + "n_pred": 14419, + "n_ref": 47888 + }, + "5": { + "Dice": 0.654223211610086, + "FN": 7487, + "FP": 590, + "IoU": 0.48613055096068203, + "TN": 73867786, + "TP": 7641, + "n_pred": 8231, + "n_ref": 15128 + }, + "6": { + "Dice": 0.7073905599949407, + "FN": 291929, + "FP": 874057, + "IoU": 0.5472577702915213, + "TN": 71308118, + "TP": 1409400, + "n_pred": 2283457, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.4252276138547287, + "FN": 105881, + "FP": 74482, + "IoU": 0.27002480967779796, + "TN": 73636423, + "TP": 66718, + "n_pred": 141200, + "n_ref": 172599 + }, + "8": { + "Dice": 0.8825886336904962, + "FN": 11162, + "FP": 7006, + "IoU": 0.7898511329855529, + "TN": 73797051, + "TP": 68285, + "n_pred": 75291, + "n_ref": 79447 + }, + "9": { + "Dice": 0.755297992002224, + "FN": 19541, + "FP": 26231, + "IoU": 0.6068102944713604, + "TN": 73767092, + "TP": 70640, + "n_pred": 96871, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9534029905465211, + "FN": 5304, + "FP": 12490, + "IoU": 0.9109552023699908, + "TN": 69295944, + "TP": 182038, + "n_pred": 194528, + "n_ref": 187342 + }, + "10": { + "Dice": 0.7187945368171021, + "FN": 19055, + "FP": 18829, + "IoU": 0.5610298718453802, + "TN": 69409474, + "TP": 48418, + "n_pred": 67247, + "n_ref": 67473 + }, + "11": { + "Dice": 0.7935091277890467, + "FN": 527, + "FP": 1000, + "IoU": 0.6577000672494956, + "TN": 69491315, + "TP": 2934, + "n_pred": 3934, + "n_ref": 3461 + }, + "12": { + "Dice": 0.7515505290040131, + "FN": 1092, + "FP": 270, + "IoU": 0.6019871420222093, + "TN": 69492354, + "TP": 2060, + "n_pred": 2330, + "n_ref": 3152 + }, + "13": { + "Dice": 0.6867536012580295, + "FN": 31526, + "FP": 10704, + "IoU": 0.5229434490861029, + "TN": 69407254, + "TP": 46292, + "n_pred": 56996, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9128166717484391, + "FN": 13322, + "FP": 12984, + "IoU": 0.8396161420323255, + "TN": 69331757, + "TP": 137713, + "n_pred": 150697, + "n_ref": 151035 + }, + "15": { + "Dice": 0.6314379202844408, + "FN": 32726, + "FP": 38799, + "IoU": 0.46138785345833805, + "TN": 69362981, + "TP": 61270, + "n_pred": 100069, + "n_ref": 93996 + }, + "2": { + "Dice": 0.9610879605455973, + "FN": 7501, + "FP": 4050, + "IoU": 0.9250907911802854, + "TN": 69341576, + "TP": 142649, + "n_pred": 146699, + "n_ref": 150150 + }, + "3": { + "Dice": 0.956037339911268, + "FN": 9013, + "FP": 6029, + "IoU": 0.9157773323329489, + "TN": 69317178, + "TP": 163556, + "n_pred": 169585, + "n_ref": 172569 + }, + "4": { + "Dice": 0.6082843198598423, + "FN": 12815, + "FP": 18487, + "IoU": 0.43707513577671475, + "TN": 69440170, + "TP": 24304, + "n_pred": 42791, + "n_ref": 37119 + }, + "5": { + "Dice": 0.8699175393043627, + "FN": 3849, + "FP": 710, + "IoU": 0.7697823562086552, + "TN": 69475973, + "TP": 15244, + "n_pred": 15954, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9534658518392505, + "FN": 65315, + "FP": 69813, + "IoU": 0.9110699861203156, + "TN": 67976289, + "TP": 1384359, + "n_pred": 1454172, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.8991239663502122, + "FN": 49371, + "FP": 9782, + "IoU": 0.8167349809308709, + "TN": 69173003, + "TP": 263620, + "n_pred": 273402, + "n_ref": 312991 + }, + "8": { + "Dice": 0.9015594429072554, + "FN": 10811, + "FP": 6195, + "IoU": 0.8207630691399663, + "TN": 69400896, + "TP": 77874, + "n_pred": 84069, + "n_ref": 88685 + }, + "9": { + "Dice": 0.8961766039030247, + "FN": 7215, + "FP": 9735, + "IoU": 0.811884045103436, + "TN": 69405672, + "TP": 73154, + "n_pred": 82889, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8757478273822096, + "FN": 5454, + "FP": 50435, + "IoU": 0.7789603157653275, + "TN": 50580706, + "TP": 196957, + "n_pred": 247392, + "n_ref": 202411 + }, + "10": { + "Dice": 0.8786096256684492, + "FN": 10120, + "FP": 8040, + "IoU": 0.7835002384358608, + "TN": 50749672, + "TP": 65720, + "n_pred": 73760, + "n_ref": 75840 + }, + "11": { + "Dice": 0.7826530612244897, + "FN": 2127, + "FP": 429, + "IoU": 0.6429170159262364, + "TN": 50826394, + "TP": 4602, + "n_pred": 5031, + "n_ref": 6729 + }, + "12": { + "Dice": 0.6992541826244709, + "FN": 2830, + "FP": 154, + "IoU": 0.5375794204246087, + "TN": 50827099, + "TP": 3469, + "n_pred": 3623, + "n_ref": 6299 + }, + "13": { + "Dice": 0.7004367343216432, + "FN": 13701, + "FP": 15862, + "IoU": 0.5389785575048733, + "TN": 50769427, + "TP": 34562, + "n_pred": 50424, + "n_ref": 48263 + }, + "14": { + "Dice": 0.602999658019444, + "FN": 19880, + "FP": 20751, + "IoU": 0.4316388764547896, + "TN": 50762064, + "TP": 30857, + "n_pred": 51608, + "n_ref": 50737 + }, + "15": { + "Dice": 0.5873694938553974, + "FN": 9974, + "FP": 24845, + "IoU": 0.4157983926444187, + "TN": 50773951, + "TP": 24782, + "n_pred": 49627, + "n_ref": 34756 + }, + "2": { + "Dice": 0.9138895783314616, + "FN": 26125, + "FP": 8916, + "IoU": 0.8414333939706587, + "TN": 50612566, + "TP": 185945, + "n_pred": 194861, + "n_ref": 212070 + }, + "3": { + "Dice": 0.9290985073494727, + "FN": 7157, + "FP": 22754, + "IoU": 0.8675854069919297, + "TN": 50607663, + "TP": 195978, + "n_pred": 218732, + "n_ref": 203135 + }, + "4": { + "Dice": 0.8975794370417094, + "FN": 889, + "FP": 3008, + "IoU": 0.8141896724359892, + "TN": 50812579, + "TP": 17076, + "n_pred": 20084, + "n_ref": 17965 + }, + "5": { + "Dice": 0.8671394395078605, + "FN": 2695, + "FP": 415, + "IoU": 0.7654423410513613, + "TN": 50820293, + "TP": 10149, + "n_pred": 10564, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9297556159272673, + "FN": 51248, + "FP": 272886, + "IoU": 0.8687320669594676, + "TN": 48364297, + "TP": 2145121, + "n_pred": 2418007, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.7796041622588525, + "FN": 25701, + "FP": 88885, + "IoU": 0.6388125378252976, + "TN": 50516304, + "TP": 202662, + "n_pred": 291547, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9599206082862705, + "FN": 2811, + "FP": 5549, + "IoU": 0.9229301300784527, + "TN": 50725079, + "TP": 100113, + "n_pred": 105662, + "n_ref": 102924 + }, + "9": { + "Dice": 0.8851580329008447, + "FN": 18345, + "FP": 6766, + "IoU": 0.7939762397033244, + "TN": 50711668, + "TP": 96773, + "n_pred": 103539, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9528327916726693, + "FN": 16840, + "FP": 2477, + "IoU": 0.9099146574639743, + "TN": 76670430, + "TP": 195113, + "n_pred": 197590, + "n_ref": 211953 + }, + "10": { + "Dice": 0.7107569484192764, + "FN": 17151, + "FP": 21760, + "IoU": 0.5512978701322663, + "TN": 76798141, + "TP": 47808, + "n_pred": 69568, + "n_ref": 64959 + }, + "11": { + "Dice": 0.8183284930622782, + "FN": 338, + "FP": 788, + "IoU": 0.6925177498634626, + "TN": 76881198, + "TP": 2536, + "n_pred": 3324, + "n_ref": 2874 + }, + "12": { + "Dice": 0.7881869743790338, + "FN": 594, + "FP": 489, + "IoU": 0.6504196255648805, + "TN": 76881762, + "TP": 2015, + "n_pred": 2504, + "n_ref": 2609 + }, + "13": { + "Dice": 0.6170210245780279, + "FN": 16737, + "FP": 15596, + "IoU": 0.4461535826238887, + "TN": 76826481, + "TP": 26046, + "n_pred": 41642, + "n_ref": 42783 + }, + "14": { + "Dice": 0.8243765967895907, + "FN": 6811, + "FP": 25016, + "IoU": 0.7012250645388406, + "TN": 76778335, + "TP": 74698, + "n_pred": 99714, + "n_ref": 81509 + }, + "15": { + "Dice": 0.716441811121342, + "FN": 13171, + "FP": 8078, + "IoU": 0.5581685484374025, + "TN": 76836767, + "TP": 26844, + "n_pred": 34922, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9478105126043981, + "FN": 4938, + "FP": 5960, + "IoU": 0.9007983105309629, + "TN": 76775003, + "TP": 98959, + "n_pred": 104919, + "n_ref": 103897 + }, + "3": { + "Dice": 0.9348925580026225, + "FN": 10070, + "FP": 2095, + "IoU": 0.8777448369428672, + "TN": 76785355, + "TP": 87340, + "n_pred": 89435, + "n_ref": 97410 + }, + "4": { + "Dice": 0.924322614654718, + "FN": 2964, + "FP": 625, + "IoU": 0.8592935272670248, + "TN": 76859353, + "TP": 21918, + "n_pred": 22543, + "n_ref": 24882 + }, + "5": { + "Dice": 0.9008746355685131, + "FN": 2468, + "FP": 456, + "IoU": 0.8196286472148541, + "TN": 76868649, + "TP": 13287, + "n_pred": 13743, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9638158526178755, + "FN": 26432, + "FP": 56508, + "IoU": 0.9301588477809813, + "TN": 75697308, + "TP": 1104612, + "n_pred": 1161120, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.8393267675190872, + "FN": 13296, + "FP": 43314, + "IoU": 0.7231378686359857, + "TN": 76680390, + "TP": 147860, + "n_pred": 191174, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9526333222921497, + "FN": 5406, + "FP": 1744, + "IoU": 0.90955091714105, + "TN": 76805810, + "TP": 71900, + "n_pred": 73644, + "n_ref": 77306 + }, + "9": { + "Dice": 0.9220596448117949, + "FN": 9215, + "FP": 4741, + "IoU": 0.8553902267169561, + "TN": 76788352, + "TP": 82552, + "n_pred": 87293, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9256256816908882, + "FN": 14673, + "FP": 2988, + "IoU": 0.8615485924381276, + "TN": 130872371, + "TP": 109900, + "n_pred": 112888, + "n_ref": 124573 + }, + "10": { + "Dice": 0.5266432167735706, + "FN": 19384, + "FP": 49248, + "IoU": 0.3574444579678123, + "TN": 130893121, + "TP": 38179, + "n_pred": 87427, + "n_ref": 57563 + }, + "11": { + "Dice": 0.6865163760102084, + "FN": 2340, + "FP": 608, + "IoU": 0.5226683937823834, + "TN": 130993756, + "TP": 3228, + "n_pred": 3836, + "n_ref": 5568 + }, + "12": { + "Dice": 0.6938134963244404, + "FN": 3102, + "FP": 605, + "IoU": 0.5311749083090932, + "TN": 130992025, + "TP": 4200, + "n_pred": 4805, + "n_ref": 7302 + }, + "13": { + "Dice": 0.18399044205495818, + "FN": 69947, + "FP": 5183, + "IoU": 0.1013157894736842, + "TN": 130916332, + "TP": 8470, + "n_pred": 13653, + "n_ref": 78417 + }, + "14": { + "Dice": 0.08615696844266897, + "FN": 903163, + "FP": 8209, + "IoU": 0.045017782034382094, + "TN": 130045598, + "TP": 42962, + "n_pred": 51171, + "n_ref": 946125 + }, + "15": { + "Dice": 0.22518240846107504, + "FN": 16900, + "FP": 40975, + "IoU": 0.12687636720223278, + "TN": 130933647, + "TP": 8410, + "n_pred": 49385, + "n_ref": 25310 + }, + "2": { + "Dice": 0.8263878218066751, + "FN": 60203, + "FP": 6458, + "IoU": 0.7041404623790016, + "TN": 130774619, + "TP": 158652, + "n_pred": 165110, + "n_ref": 218855 + }, + "3": { + "Dice": 0.8857565519381121, + "FN": 24676, + "FP": 41971, + "IoU": 0.794939879142924, + "TN": 130674920, + "TP": 258365, + "n_pred": 300336, + "n_ref": 283041 + }, + "4": { + "Dice": 0.01696668735774881, + "FN": 2198, + "FP": 7304, + "IoU": 0.008555926544240401, + "TN": 130990348, + "TP": 82, + "n_pred": 7386, + "n_ref": 2280 + }, + "5": { + "Dice": 0.6756510556210481, + "FN": 11110, + "FP": 996, + "IoU": 0.5101760064738013, + "TN": 130975217, + "TP": 12609, + "n_pred": 13605, + "n_ref": 23719 + }, + "6": { + "Dice": 0.9137903996666397, + "FN": 36646, + "FP": 234375, + "IoU": 0.841265258000109, + "TN": 129292549, + "TP": 1436362, + "n_pred": 1670737, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.5953791147568955, + "FN": 88918, + "FP": 67593, + "IoU": 0.4238717514540234, + "TN": 130728272, + "TP": 115149, + "n_pred": 182742, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9551196022738654, + "FN": 6815, + "FP": 4388, + "IoU": 0.9140946699281502, + "TN": 130869521, + "TP": 119208, + "n_pred": 123596, + "n_ref": 126023 + }, + "9": { + "Dice": 0.6846187433017108, + "FN": 14100, + "FP": 25627, + "IoU": 0.5204717186104338, + "TN": 130917086, + "TP": 43119, + "n_pred": 68746, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9610178482810549, + "FN": 1258, + "FP": 3298, + "IoU": 0.9249608828131434, + "TN": 74365983, + "TP": 56159, + "n_pred": 59457, + "n_ref": 57417 + }, + "10": { + "Dice": 0.497164894152995, + "FN": 51638, + "FP": 3255, + "IoU": 0.33081799341704254, + "TN": 74344668, + "TP": 27137, + "n_pred": 30392, + "n_ref": 78775 + }, + "11": { + "Dice": 0.8360425446518162, + "FN": 305, + "FP": 512, + "IoU": 0.7182758620689655, + "TN": 74423798, + "TP": 2083, + "n_pred": 2595, + "n_ref": 2388 + }, + "12": { + "Dice": 0.7080605947260146, + "FN": 564, + "FP": 997, + "IoU": 0.5480602200347423, + "TN": 74423244, + "TP": 1893, + "n_pred": 2890, + "n_ref": 2457 + }, + "13": { + "Dice": 0.2170840851104417, + "FN": 89671, + "FP": 8830, + "IoU": 0.1217578929536275, + "TN": 74314541, + "TP": 13656, + "n_pred": 22486, + "n_ref": 103327 + }, + "14": { + "Dice": 0.8745059288537549, + "FN": 32835, + "FP": 6789, + "IoU": 0.7769973661106233, + "TN": 74249014, + "TP": 138060, + "n_pred": 144849, + "n_ref": 170895 + }, + "15": { + "Dice": 0.7738121305014233, + "FN": 8082, + "FP": 182, + "IoU": 0.6310714285714286, + "TN": 74404298, + "TP": 14136, + "n_pred": 14318, + "n_ref": 22218 + }, + "2": { + "Dice": 0.9413854048377319, + "FN": 8497, + "FP": 5233, + "IoU": 0.8892616908360621, + "TN": 74302712, + "TP": 110256, + "n_pred": 115489, + "n_ref": 118753 + }, + "3": { + "Dice": 0.9319581677114337, + "FN": 11736, + "FP": 5707, + "IoU": 0.8725858290723155, + "TN": 74289798, + "TP": 119457, + "n_pred": 125164, + "n_ref": 131193 + }, + "4": { + "Dice": 0.5693245302183849, + "FN": 18129, + "FP": 527, + "IoU": 0.3979410720624778, + "TN": 74395711, + "TP": 12331, + "n_pred": 12858, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.967470741070044, + "FN": 20341, + "FP": 37977, + "IoU": 0.9369911144916763, + "TN": 73501146, + "TP": 867234, + "n_pred": 905211, + "n_ref": 887575 + }, + "7": { + "Dice": 0.6626425310141303, + "FN": 54073, + "FP": 44124, + "IoU": 0.49548646968459237, + "TN": 74232061, + "TP": 96440, + "n_pred": 140564, + "n_ref": 150513 + }, + "8": { + "Dice": 0.936910855316488, + "FN": 2779, + "FP": 2669, + "IoU": 0.8813097753861572, + "TN": 74380797, + "TP": 40453, + "n_pred": 43122, + "n_ref": 43232 + }, + "9": { + "Dice": 0.779079028879908, + "FN": 7362, + "FP": 7616, + "IoU": 0.6381076640572146, + "TN": 74385310, + "TP": 26410, + "n_pred": 34026, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9805054203051325, + "FN": 2740, + "FP": 2734, + "IoU": 0.961756383833444, + "TN": 106503553, + "TP": 137661, + "n_pred": 140395, + "n_ref": 140401 + }, + "10": { + "Dice": 0.8349139573362006, + "FN": 19362, + "FP": 12267, + "IoU": 0.7166114147477824, + "TN": 106535078, + "TP": 79981, + "n_pred": 92248, + "n_ref": 99343 + }, + "11": { + "Dice": 0.5124303763075669, + "FN": 2765, + "FP": 824, + "IoU": 0.34447488584474883, + "TN": 106641213, + "TP": 1886, + "n_pred": 2710, + "n_ref": 4651 + }, + "12": { + "Dice": 0.808859110366648, + "FN": 1124, + "FP": 930, + "IoU": 0.6790625, + "TN": 106640288, + "TP": 4346, + "n_pred": 5276, + "n_ref": 5470 + }, + "13": { + "Dice": 0.49678035663741865, + "FN": 26902, + "FP": 1544, + "IoU": 0.330477557841222, + "TN": 106604201, + "TP": 14041, + "n_pred": 15585, + "n_ref": 40943 + }, + "14": { + "Dice": 0.8911974485744978, + "FN": 3470, + "FP": 12837, + "IoU": 0.8037476532036778, + "TN": 106563596, + "TP": 66785, + "n_pred": 79622, + "n_ref": 70255 + }, + "15": { + "Dice": 0.5054701932543502, + "FN": 3714, + "FP": 40991, + "IoU": 0.33821352439602087, + "TN": 106579136, + "TP": 22847, + "n_pred": 63838, + "n_ref": 26561 + }, + "2": { + "Dice": 0.20805886039313615, + "FN": 164927, + "FP": 618, + "IoU": 0.11610808848262864, + "TN": 106459397, + "TP": 21746, + "n_pred": 22364, + "n_ref": 186673 + }, + "3": { + "Dice": 0.6114851288255108, + "FN": 2896, + "FP": 184658, + "IoU": 0.44038788602118456, + "TN": 106311538, + "TP": 147596, + "n_pred": 332254, + "n_ref": 150492 + }, + "4": { + "Dice": 0.9035687869822485, + "FN": 310, + "FP": 1776, + "IoU": 0.8240998397841302, + "TN": 106634829, + "TP": 9773, + "n_pred": 11549, + "n_ref": 10083 + }, + "5": { + "Dice": 0.5619781631342325, + "FN": 2692, + "FP": 36, + "IoU": 0.39079946404644933, + "TN": 106642210, + "TP": 1750, + "n_pred": 1786, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9756511621403281, + "FN": 34104, + "FP": 27713, + "IoU": 0.9524598711693809, + "TN": 105346376, + "TP": 1238495, + "n_pred": 1266208, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.8547819218506663, + "FN": 69543, + "FP": 21279, + "IoU": 0.7463922707472356, + "TN": 106288568, + "TP": 267298, + "n_pred": 288577, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9256536366901466, + "FN": 7888, + "FP": 2255, + "IoU": 0.8615970308107961, + "TN": 106573402, + "TP": 63143, + "n_pred": 65398, + "n_ref": 71031 + }, + "9": { + "Dice": 0.8707033946163016, + "FN": 15702, + "FP": 4904, + "IoU": 0.7710139129661733, + "TN": 106556700, + "TP": 69382, + "n_pred": 74286, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.975869083441109, + "FN": 4588, + "FP": 2838, + "IoU": 0.9528753284004519, + "TN": 107969346, + "TP": 150156, + "n_pred": 152994, + "n_ref": 154744 + }, + "10": { + "Dice": 0.8187146733297743, + "FN": 6762, + "FP": 26177, + "IoU": 0.6930710598408468, + "TN": 108019610, + "TP": 74379, + "n_pred": 100556, + "n_ref": 81141 + }, + "11": { + "Dice": 0.8291521117815179, + "FN": 426, + "FP": 650, + "IoU": 0.7081638188228913, + "TN": 108123241, + "TP": 2611, + "n_pred": 3261, + "n_ref": 3037 + }, + "12": { + "Dice": 0.8249807247494217, + "FN": 764, + "FP": 598, + "IoU": 0.7020997375328084, + "TN": 108122356, + "TP": 3210, + "n_pred": 3808, + "n_ref": 3974 + }, + "13": { + "Dice": 0.7359490538982765, + "FN": 25071, + "FP": 12495, + "IoU": 0.5822147091206334, + "TN": 108037011, + "TP": 52351, + "n_pred": 64846, + "n_ref": 77422 + }, + "14": { + "Dice": 0.7462390756612586, + "FN": 4500, + "FP": 19571, + "IoU": 0.5952004574196152, + "TN": 108067464, + "TP": 35393, + "n_pred": 54964, + "n_ref": 39893 + }, + "15": { + "Dice": 0.7394906517412089, + "FN": 5497, + "FP": 9816, + "IoU": 0.5866601884093179, + "TN": 108089881, + "TP": 21734, + "n_pred": 31550, + "n_ref": 27231 + }, + "2": { + "Dice": 0.9028479163549832, + "FN": 30477, + "FP": 3940, + "IoU": 0.8229013368461134, + "TN": 107932590, + "TP": 159921, + "n_pred": 163861, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9253528615622583, + "FN": 8799, + "FP": 22087, + "IoU": 0.861076002033078, + "TN": 107904605, + "TP": 191437, + "n_pred": 213524, + "n_ref": 200236 + }, + "4": { + "Dice": 0.9401374203871615, + "FN": 3344, + "FP": 472, + "IoU": 0.8870370918563689, + "TN": 108093147, + "TP": 29965, + "n_pred": 30437, + "n_ref": 33309 + }, + "5": { + "Dice": 0.8169551188031681, + "FN": 1092, + "FP": 156, + "IoU": 0.6905529382593603, + "TN": 108122895, + "TP": 2785, + "n_pred": 2941, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9784372121490942, + "FN": 31047, + "FP": 32790, + "IoU": 0.9577847037747566, + "TN": 106614751, + "TP": 1448340, + "n_pred": 1481130, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.9022458611869486, + "FN": 36453, + "FP": 11204, + "IoU": 0.8219015800409585, + "TN": 107859340, + "TP": 219931, + "n_pred": 231135, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9472054712229385, + "FN": 2175, + "FP": 2395, + "IoU": 0.8997059210815082, + "TN": 108081362, + "TP": 40996, + "n_pred": 43391, + "n_ref": 43171 + }, + "9": { + "Dice": 0.9003426982638777, + "FN": 6041, + "FP": 6289, + "IoU": 0.8187484381201582, + "TN": 108058901, + "TP": 55697, + "n_pred": 61986, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8085641202055879, + "FN": 5797, + "FP": 50408, + "IoU": 0.6786467773197409, + "TN": 62395259, + "TP": 118696, + "n_pred": 169104, + "n_ref": 124493 + }, + "10": { + "Dice": 0.8022699975010681, + "FN": 9384, + "FP": 15145, + "IoU": 0.6698254162684578, + "TN": 62495869, + "TP": 49762, + "n_pred": 64907, + "n_ref": 59146 + }, + "11": { + "Dice": 0.7041606886657101, + "FN": 825, + "FP": 206, + "IoU": 0.5434012400354296, + "TN": 62567902, + "TP": 1227, + "n_pred": 1433, + "n_ref": 2052 + }, + "12": { + "Dice": 0.7176031765130549, + "FN": 1285, + "FP": 1062, + "IoU": 0.5595796584725089, + "TN": 62564831, + "TP": 2982, + "n_pred": 4044, + "n_ref": 4267 + }, + "13": { + "Dice": 0.8128402816212529, + "FN": 10133, + "FP": 4408, + "IoU": 0.6846932801353081, + "TN": 62524043, + "TP": 31576, + "n_pred": 35984, + "n_ref": 41709 + }, + "14": { + "Dice": 0.6872577359017925, + "FN": 167561, + "FP": 2517, + "IoU": 0.5235283076483459, + "TN": 62213207, + "TP": 186875, + "n_pred": 189392, + "n_ref": 354436 + }, + "15": { + "Dice": 0.24644827198018687, + "FN": 74920, + "FP": 25487, + "IoU": 0.14054234502593602, + "TN": 62453334, + "TP": 16419, + "n_pred": 41906, + "n_ref": 91339 + }, + "2": { + "Dice": 0.8378274472372468, + "FN": 40614, + "FP": 8318, + "IoU": 0.7209148462898535, + "TN": 62394830, + "TP": 126398, + "n_pred": 134716, + "n_ref": 167012 + }, + "3": { + "Dice": 0.8897431558677099, + "FN": 13503, + "FP": 32760, + "IoU": 0.801384977332051, + "TN": 62337232, + "TP": 186665, + "n_pred": 219425, + "n_ref": 200168 + }, + "4": { + "Dice": 0.9335000862515094, + "FN": 1834, + "FP": 1250, + "IoU": 0.8752931661949049, + "TN": 62545430, + "TP": 21646, + "n_pred": 22896, + "n_ref": 23480 + }, + "5": { + "Dice": 0.47309596040236307, + "FN": 5212, + "FP": 1388, + "IoU": 0.3098400083655757, + "TN": 62560597, + "TP": 2963, + "n_pred": 4351, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9648022588853046, + "FN": 69938, + "FP": 31307, + "IoU": 0.9319980333867525, + "TN": 61081306, + "TP": 1387609, + "n_pred": 1418916, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.7743136703927334, + "FN": 17928, + "FP": 80861, + "IoU": 0.6317388484220414, + "TN": 62301902, + "TP": 169469, + "n_pred": 250330, + "n_ref": 187397 + }, + "8": { + "Dice": 0.9157581900801942, + "FN": 3721, + "FP": 8496, + "IoU": 0.844606970236581, + "TN": 62491540, + "TP": 66403, + "n_pred": 74899, + "n_ref": 70124 + }, + "9": { + "Dice": 0.788391985762673, + "FN": 8397, + "FP": 13719, + "IoU": 0.650698886519782, + "TN": 62506845, + "TP": 41199, + "n_pred": 54918, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8206051621725392, + "FN": 80873, + "FP": 6500, + "IoU": 0.6957849363527479, + "TN": 55094040, + "TP": 199835, + "n_pred": 206335, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8399438931071497, + "FN": 12795, + "FP": 11510, + "IoU": 0.7240545419452991, + "TN": 55293169, + "TP": 63774, + "n_pred": 75284, + "n_ref": 76569 + }, + "11": { + "Dice": 0.7798664358149888, + "FN": 1174, + "FP": 606, + "IoU": 0.6391648084330023, + "TN": 55376315, + "TP": 3153, + "n_pred": 3759, + "n_ref": 4327 + }, + "12": { + "Dice": 0.8188524590163935, + "FN": 732, + "FP": 1036, + "IoU": 0.6932685634975712, + "TN": 55375484, + "TP": 3996, + "n_pred": 5032, + "n_ref": 4728 + }, + "13": { + "Dice": 0.5226670115760201, + "FN": 30625, + "FP": 13661, + "IoU": 0.3537909297846262, + "TN": 55312716, + "TP": 24246, + "n_pred": 37907, + "n_ref": 54871 + }, + "14": { + "Dice": 0.9179517426273458, + "FN": 9587, + "FP": 5715, + "IoU": 0.848346398945501, + "TN": 55280347, + "TP": 85599, + "n_pred": 91314, + "n_ref": 95186 + }, + "15": { + "Dice": 0.8253376477208779, + "FN": 17461, + "FP": 12335, + "IoU": 0.702616923169052, + "TN": 55281054, + "TP": 70398, + "n_pred": 82733, + "n_ref": 87859 + }, + "2": { + "Dice": 0.8141964953412697, + "FN": 54374, + "FP": 9977, + "IoU": 0.6866200784046361, + "TN": 55175903, + "TP": 140994, + "n_pred": 150971, + "n_ref": 195368 + }, + "3": { + "Dice": 0.8460351443739876, + "FN": 18314, + "FP": 41950, + "IoU": 0.7331550352242084, + "TN": 55155409, + "TP": 165575, + "n_pred": 207525, + "n_ref": 183889 + }, + "4": { + "Dice": 0.8824836988737403, + "FN": 1454, + "FP": 132, + "IoU": 0.7896830659063785, + "TN": 55373707, + "TP": 5955, + "n_pred": 6087, + "n_ref": 7409 + }, + "5": { + "Dice": 0.8107995846313604, + "FN": 1736, + "FP": 86, + "IoU": 0.681802305274188, + "TN": 55375522, + "TP": 3904, + "n_pred": 3990, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9579811766372089, + "FN": 37763, + "FP": 90405, + "IoU": 0.9193511241434423, + "TN": 53792038, + "TP": 1461042, + "n_pred": 1551447, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.9282126166548565, + "FN": 13479, + "FP": 11544, + "IoU": 0.8660417458524494, + "TN": 55194451, + "TP": 161774, + "n_pred": 173318, + "n_ref": 175253 + }, + "8": { + "Dice": 0.9572481362241023, + "FN": 2304, + "FP": 1693, + "IoU": 0.9180018463432147, + "TN": 55332503, + "TP": 44748, + "n_pred": 46441, + "n_ref": 47052 + }, + "9": { + "Dice": 0.809930968713764, + "FN": 13547, + "FP": 3992, + "IoU": 0.6805747796313834, + "TN": 55326340, + "TP": 37369, + "n_pred": 41361, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9744773843868089, + "FN": 12939, + "FP": 1508, + "IoU": 0.9502251530592909, + "TN": 110856368, + "TP": 275800, + "n_pred": 277308, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8017101544601698, + "FN": 10361, + "FP": 25212, + "IoU": 0.6690452710120388, + "TN": 111039129, + "TP": 71913, + "n_pred": 97125, + "n_ref": 82274 + }, + "11": { + "Dice": 0.792191435768262, + "FN": 489, + "FP": 1161, + "IoU": 0.6558915537017727, + "TN": 111141820, + "TP": 3145, + "n_pred": 4306, + "n_ref": 3634 + }, + "12": { + "Dice": 0.8078367346938775, + "FN": 630, + "FP": 547, + "IoU": 0.6776225691591344, + "TN": 111142964, + "TP": 2474, + "n_pred": 3021, + "n_ref": 3104 + }, + "13": { + "Dice": 0.6837983977430964, + "FN": 24782, + "FP": 10188, + "IoU": 0.5195240581462449, + "TN": 111073833, + "TP": 37812, + "n_pred": 48000, + "n_ref": 62594 + }, + "14": { + "Dice": 0.8414894999940912, + "FN": 5513, + "FP": 7900, + "IoU": 0.7263546597029541, + "TN": 111097599, + "TP": 35603, + "n_pred": 43503, + "n_ref": 41116 + }, + "15": { + "Dice": 0.3734296232861595, + "FN": 4215, + "FP": 66756, + "IoU": 0.2295809813287017, + "TN": 111054495, + "TP": 21149, + "n_pred": 87905, + "n_ref": 25364 + }, + "2": { + "Dice": 0.8814929927064404, + "FN": 31946, + "FP": 1379, + "IoU": 0.7880978723945418, + "TN": 110989349, + "TP": 123941, + "n_pred": 125320, + "n_ref": 155887 + }, + "3": { + "Dice": 0.9215832860661767, + "FN": 14655, + "FP": 24470, + "IoU": 0.8545706628604138, + "TN": 110877584, + "TP": 229906, + "n_pred": 254376, + "n_ref": 244561 + }, + "4": { + "Dice": 0.8739709663178123, + "FN": 2011, + "FP": 2842, + "IoU": 0.7761531365313653, + "TN": 111124935, + "TP": 16827, + "n_pred": 19669, + "n_ref": 18838 + }, + "5": { + "Dice": 0.8926970210222178, + "FN": 287, + "FP": 790, + "IoU": 0.8061903904984704, + "TN": 111141058, + "TP": 4480, + "n_pred": 5270, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9816169451720153, + "FN": 17993, + "FP": 41418, + "IoU": 0.963897563415193, + "TN": 109500992, + "TP": 1586212, + "n_pred": 1627630, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.393277580649265, + "FN": 278228, + "FP": 31775, + "IoU": 0.24477008343991716, + "TN": 110736140, + "TP": 100472, + "n_pred": 132247, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9616736006169039, + "FN": 3229, + "FP": 2934, + "IoU": 0.9261765868500174, + "TN": 111063132, + "TP": 77320, + "n_pred": 80254, + "n_ref": 80549 + }, + "9": { + "Dice": 0.8982493507464081, + "FN": 7777, + "FP": 3115, + "IoU": 0.815292780952704, + "TN": 111087646, + "TP": 48077, + "n_pred": 51192, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9788754634591522, + "FN": 5369, + "FP": 3126, + "IoU": 0.9586249555565297, + "TN": 96915708, + "TP": 196822, + "n_pred": 199948, + "n_ref": 202191 + }, + "10": { + "Dice": 0.8534074079323124, + "FN": 14185, + "FP": 6502, + "IoU": 0.7442987281064979, + "TN": 97040122, + "TP": 60216, + "n_pred": 66718, + "n_ref": 74401 + }, + "11": { + "Dice": 0.7186107269094821, + "FN": 1574, + "FP": 257, + "IoU": 0.5608059486687456, + "TN": 97116856, + "TP": 2338, + "n_pred": 2595, + "n_ref": 3912 + }, + "12": { + "Dice": 0.7429800724637681, + "FN": 2002, + "FP": 268, + "IoU": 0.5910646730318861, + "TN": 97115474, + "TP": 3281, + "n_pred": 3549, + "n_ref": 5283 + }, + "13": { + "Dice": 0.7690665564852116, + "FN": 17867, + "FP": 2254, + "IoU": 0.6247832167832168, + "TN": 97067400, + "TP": 33504, + "n_pred": 35758, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9218598968442379, + "FN": 14093, + "FP": 6117, + "IoU": 0.85504647693367, + "TN": 96981601, + "TP": 119214, + "n_pred": 125331, + "n_ref": 133307 + }, + "15": { + "Dice": 0.6085986780200504, + "FN": 16109, + "FP": 51277, + "IoU": 0.43739981298423725, + "TN": 97001249, + "TP": 52390, + "n_pred": 103667, + "n_ref": 68499 + }, + "2": { + "Dice": 0.7430897066304901, + "FN": 66608, + "FP": 3082, + "IoU": 0.5912034538586076, + "TN": 96950549, + "TP": 100786, + "n_pred": 103868, + "n_ref": 167394 + }, + "3": { + "Dice": 0.8366031860103006, + "FN": 10300, + "FP": 71552, + "IoU": 0.71910389984763, + "TN": 96829629, + "TP": 209544, + "n_pred": 281096, + "n_ref": 219844 + }, + "4": { + "Dice": 0.9010765448842926, + "FN": 1288, + "FP": 2213, + "IoU": 0.8199629743906202, + "TN": 97101579, + "TP": 15945, + "n_pred": 18158, + "n_ref": 17233 + }, + "5": { + "Dice": 0.593545772328892, + "FN": 6600, + "FP": 1423, + "IoU": 0.4220157049203948, + "TN": 97107144, + "TP": 5858, + "n_pred": 7281, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9687339695378575, + "FN": 25913, + "FP": 74899, + "IoU": 0.9393637925838957, + "TN": 95458454, + "TP": 1561759, + "n_pred": 1636658, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.8784524661964142, + "FN": 42760, + "FP": 35833, + "IoU": 0.7832503212924506, + "TN": 96758427, + "TP": 284005, + "n_pred": 319838, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9458905902704701, + "FN": 7974, + "FP": 2567, + "IoU": 0.897336255174093, + "TN": 97018350, + "TP": 92134, + "n_pred": 94701, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9269508422138192, + "FN": 9157, + "FP": 4443, + "IoU": 0.8638475092103155, + "TN": 97021137, + "TP": 86288, + "n_pred": 90731, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9678685446977942, + "FN": 9475, + "FP": 2985, + "IoU": 0.9377376687104302, + "TN": 78856284, + "TP": 187661, + "n_pred": 190646, + "n_ref": 197136 + }, + "10": { + "Dice": 0.7099153155199102, + "FN": 33618, + "FP": 14921, + "IoU": 0.5502858254657982, + "TN": 78948472, + "TP": 59394, + "n_pred": 74315, + "n_ref": 93012 + }, + "11": { + "Dice": 0.789080372121397, + "FN": 422, + "FP": 961, + "IoU": 0.6516372795969774, + "TN": 79052435, + "TP": 2587, + "n_pred": 3548, + "n_ref": 3009 + }, + "12": { + "Dice": 0.6357165965706891, + "FN": 1039, + "FP": 1213, + "IoU": 0.46597106948067346, + "TN": 79052188, + "TP": 1965, + "n_pred": 3178, + "n_ref": 3004 + }, + "13": { + "Dice": 0.6713004395123601, + "FN": 31720, + "FP": 1336, + "IoU": 0.5052311745071919, + "TN": 78989594, + "TP": 33755, + "n_pred": 35091, + "n_ref": 65475 + }, + "14": { + "Dice": 0.6726129409918772, + "FN": 10014, + "FP": 17111, + "IoU": 0.5067195257233265, + "TN": 79001416, + "TP": 27864, + "n_pred": 44975, + "n_ref": 37878 + }, + "15": { + "Dice": 0.5989611207303636, + "FN": 9993, + "FP": 28224, + "IoU": 0.42751213374078734, + "TN": 78989649, + "TP": 28539, + "n_pred": 56763, + "n_ref": 38532 + }, + "2": { + "Dice": 0.8894820251897573, + "FN": 6107, + "FP": 20393, + "IoU": 0.8009613940213309, + "TN": 78923265, + "TP": 106640, + "n_pred": 127033, + "n_ref": 112747 + }, + "3": { + "Dice": 0.8872055228731834, + "FN": 22296, + "FP": 2898, + "IoU": 0.7972770723700092, + "TN": 78932127, + "TP": 99084, + "n_pred": 101982, + "n_ref": 121380 + }, + "4": { + "Dice": 0.8421181812603546, + "FN": 1620, + "FP": 953, + "IoU": 0.7272919978802331, + "TN": 79046970, + "TP": 6862, + "n_pred": 7815, + "n_ref": 8482 + }, + "5": { + "Dice": 0.9144795928550045, + "FN": 376, + "FP": 481, + "IoU": 0.8424342710056996, + "TN": 79050966, + "TP": 4582, + "n_pred": 5063, + "n_ref": 4958 + }, + "6": { + "Dice": 0.9736352227921204, + "FN": 23374, + "FP": 46775, + "IoU": 0.9486249376569562, + "TN": 77690976, + "TP": 1295280, + "n_pred": 1342055, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.7362525031190699, + "FN": 193068, + "FP": 8184, + "IoU": 0.58259462822773, + "TN": 78574255, + "TP": 280898, + "n_pred": 289082, + "n_ref": 473966 + }, + "8": { + "Dice": 0.9309135708870356, + "FN": 2058, + "FP": 2316, + "IoU": 0.8707561386401915, + "TN": 79022562, + "TP": 29469, + "n_pred": 31785, + "n_ref": 31527 + }, + "9": { + "Dice": 0.9173209491328641, + "FN": 8083, + "FP": 3311, + "IoU": 0.8472695102007989, + "TN": 78981803, + "TP": 63208, + "n_pred": 66519, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9448933594891272, + "FN": 7034, + "FP": 19372, + "IoU": 0.8955429936746666, + "TN": 122459147, + "TP": 226387, + "n_pred": 245759, + "n_ref": 233421 + }, + "10": { + "Dice": 0.7800415946984385, + "FN": 21880, + "FP": 28040, + "IoU": 0.6394001560287786, + "TN": 122573504, + "TP": 88516, + "n_pred": 116556, + "n_ref": 110396 + }, + "11": { + "Dice": 0.6346420323325636, + "FN": 2121, + "FP": 252, + "IoU": 0.4648173207036536, + "TN": 122707506, + "TP": 2061, + "n_pred": 2313, + "n_ref": 4182 + }, + "12": { + "Dice": 0.5701348747591523, + "FN": 3331, + "FP": 1131, + "IoU": 0.39873332434981806, + "TN": 122704519, + "TP": 2959, + "n_pred": 4090, + "n_ref": 6290 + }, + "13": { + "Dice": 0.20852190511375882, + "FN": 47027, + "FP": 4389, + "IoU": 0.1163965697984155, + "TN": 122653751, + "TP": 6773, + "n_pred": 11162, + "n_ref": 53800 + }, + "14": { + "Dice": 0.8237567429752288, + "FN": 15613, + "FP": 23789, + "IoU": 0.7003285570867939, + "TN": 122580456, + "TP": 92082, + "n_pred": 115871, + "n_ref": 107695 + }, + "15": { + "Dice": 0.6941559051220116, + "FN": 10425, + "FP": 25408, + "IoU": 0.5315764016889551, + "TN": 122635443, + "TP": 40664, + "n_pred": 66072, + "n_ref": 51089 + }, + "2": { + "Dice": 0.5736427303408049, + "FN": 78130, + "FP": 9292, + "IoU": 0.4021732440693961, + "TN": 122565707, + "TP": 58811, + "n_pred": 68103, + "n_ref": 136941 + }, + "3": { + "Dice": 0.7257315421203263, + "FN": 3371, + "FP": 104343, + "IoU": 0.5695279810409115, + "TN": 122461717, + "TP": 142509, + "n_pred": 246852, + "n_ref": 145880 + }, + "4": { + "Dice": 0.6115175686502381, + "FN": 30746, + "FP": 13379, + "IoU": 0.4404215385395795, + "TN": 122633086, + "TP": 34729, + "n_pred": 48108, + "n_ref": 65475 + }, + "5": { + "Dice": 0.4483751542575072, + "FN": 11759, + "FP": 1651, + "IoU": 0.2889713679745493, + "TN": 122693080, + "TP": 5450, + "n_pred": 7101, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9630330572217901, + "FN": 41768, + "FP": 86368, + "IoU": 0.9287017912467505, + "TN": 120914756, + "TP": 1669048, + "n_pred": 1755416, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.6771771850561383, + "FN": 179073, + "FP": 190051, + "IoU": 0.5119182836931011, + "TN": 121955665, + "TP": 387151, + "n_pred": 577202, + "n_ref": 566224 + }, + "8": { + "Dice": 0.9159651142729383, + "FN": 6377, + "FP": 17490, + "IoU": 0.8449590749642718, + "TN": 122558000, + "TP": 130073, + "n_pred": 147563, + "n_ref": 136450 + }, + "9": { + "Dice": 0.7778797220591114, + "FN": 11159, + "FP": 25155, + "IoU": 0.6365001351337825, + "TN": 122612039, + "TP": 63587, + "n_pred": 88742, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/loop_003/summary_cross_val.json b/nnActive_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/loop_003/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..a748b1a3d7516aef47691fa76c7ae39294c30785 --- /dev/null +++ b/nnActive_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/loop_003/summary_cross_val.json @@ -0,0 +1,17532 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.4751521977554296, + "FN": 1120.0730158730157, + "FP": 601.9079365079365, + "IoU": 0.40794136685120364, + "TN": 261771.5904761905, + "TP": 3526.619047619048, + "n_pred": 4128.526984126985, + "n_ref": 4646.692063492064 + }, + "mean": { + "1": { + "Dice": 0.6859133666074052, + "FN": 680.7142857142857, + "FP": 154.9047619047619, + "IoU": 0.639745849882503, + "TN": 257939.7142857143, + "TP": 8244.857142857143, + "n_pred": 8399.761904761905, + "n_ref": 8925.57142857143 + }, + "10": { + "Dice": 0.5154632966673309, + "FN": 2443.0, + "FP": 1371.4761904761904, + "IoU": 0.41812799088761166, + "TN": 257875.66666666666, + "TP": 5330.047619047619, + "n_pred": 6701.523809523809, + "n_ref": 7773.047619047619 + }, + "11": { + "Dice": 0.29616017510138853, + "FN": 48.0, + "FP": 19.19047619047619, + "IoU": 0.17957030421968914, + "TN": 266938.6666666667, + "TP": 14.333333333333334, + "n_pred": 33.523809523809526, + "n_ref": 62.333333333333336 + }, + "12": { + "Dice": 0.4109435260001284, + "FN": 308.0, + "FP": 81.66666666666667, + "IoU": 0.30761976353600123, + "TN": 266324.71428571426, + "TP": 305.8095238095238, + "n_pred": 387.4761904761905, + "n_ref": 613.8095238095239 + }, + "13": { + "Dice": 0.20096272293716208, + "FN": 1704.4761904761904, + "FP": 360.3333333333333, + "IoU": 0.14381529360938114, + "TN": 264172.2380952381, + "TP": 783.1428571428571, + "n_pred": 1143.4761904761904, + "n_ref": 2487.6190476190477 + }, + "14": { + "Dice": 0.6318444389870713, + "FN": 2421.5238095238096, + "FP": 854.8571428571429, + "IoU": 0.5377014735488036, + "TN": 260222.85714285713, + "TP": 3520.9523809523807, + "n_pred": 4375.809523809524, + "n_ref": 5942.476190476191 + }, + "15": { + "Dice": 0.4175807543750585, + "FN": 826.4761904761905, + "FP": 1110.4761904761904, + "IoU": 0.34429695305996905, + "TN": 264166.90476190473, + "TP": 916.3333333333334, + "n_pred": 2026.8095238095239, + "n_ref": 1742.8095238095239 + }, + "2": { + "Dice": 0.378869074395093, + "FN": 193.52380952380952, + "FP": 1213.7142857142858, + "IoU": 0.36018418849015416, + "TN": 262655.14285714284, + "TP": 2957.809523809524, + "n_pred": 4171.523809523809, + "n_ref": 3151.3333333333335 + }, + "3": { + "Dice": 0.5654444111846749, + "FN": 1391.047619047619, + "FP": 182.9047619047619, + "IoU": 0.5397150998607965, + "TN": 262735.14285714284, + "TP": 2711.095238095238, + "n_pred": 2894.0, + "n_ref": 4102.142857142857 + }, + "4": { + "Dice": 0.3775490442733986, + "FN": 157.14285714285714, + "FP": 465.0952380952381, + "IoU": 0.30501904209745334, + "TN": 266193.8095238095, + "TP": 204.14285714285714, + "n_pred": 669.2380952380952, + "n_ref": 361.2857142857143 + }, + "5": { + "Dice": 0.24301204172970453, + "FN": 692.5238095238095, + "FP": 62.904761904761905, + "IoU": 0.2080522177261007, + "TN": 265900.1904761905, + "TP": 364.57142857142856, + "n_pred": 427.4761904761905, + "n_ref": 1057.095238095238 + }, + "6": { + "Dice": 0.591641926435734, + "FN": 1153.3809523809523, + "FP": 706.1904761904761, + "IoU": 0.5386205180188474, + "TN": 252103.09523809524, + "TP": 13057.52380952381, + "n_pred": 13763.714285714286, + "n_ref": 14210.904761904761 + }, + "7": { + "Dice": 0.5596095170372786, + "FN": 1351.3333333333333, + "FP": 2052.0476190476193, + "IoU": 0.4864064662275038, + "TN": 257684.61904761905, + "TP": 5932.190476190476, + "n_pred": 7984.238095238095, + "n_ref": 7283.523809523809 + }, + "8": { + "Dice": 0.8112123996474583, + "FN": 2420.9523809523807, + "FP": 280.85714285714283, + "IoU": 0.7437359089745379, + "TN": 257320.7142857143, + "TP": 6997.666666666667, + "n_pred": 7278.523809523809, + "n_ref": 9418.619047619048 + }, + "9": { + "Dice": 0.4410762709525561, + "FN": 1009.0, + "FP": 112.0, + "IoU": 0.3665094326287012, + "TN": 264340.38095238095, + "TP": 1558.8095238095239, + "n_pred": 1670.8095238095239, + "n_ref": 2567.809523809524 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6589891234804862, + "FN": 385, + "FP": 148, + "IoU": 0.491412213740458, + "TN": 174184, + "TP": 515, + "n_pred": 663, + "n_ref": 900 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 175219, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.2694099935479246, + "FN": 2605, + "FP": 7586, + "IoU": 0.15567522783761392, + "TN": 163162, + "TP": 1879, + "n_pred": 9465, + "n_ref": 4484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9763279709182354, + "FN": 1862, + "FP": 2807, + "IoU": 0.9537507553019722, + "TN": 74279, + "TP": 96284, + "n_pred": 99091, + "n_ref": 98146 + }, + "7": { + "Dice": 0.5315551082033216, + "FN": 9210, + "FP": 98, + "IoU": 0.361985057234903, + "TN": 160643, + "TP": 5281, + "n_pred": 5379, + "n_ref": 14491 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5546263108987123, + "FN": 22149, + "FP": 4691, + "IoU": 0.3837252020573108, + "TN": 306912, + "TP": 16712, + "n_pred": 21403, + "n_ref": 38861 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 1755, + "FP": 22, + "IoU": 0.0, + "TN": 348687, + "TP": 0, + "n_pred": 22, + "n_ref": 1755 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8932445080658481, + "FN": 1561, + "FP": 378, + "IoU": 0.8070838722515172, + "TN": 340413, + "TP": 8112, + "n_pred": 8490, + "n_ref": 9673 + }, + "7": { + "Dice": 0.7468760099105892, + "FN": 1374, + "FP": 17424, + "IoU": 0.5960112613096645, + "TN": 303933, + "TP": 27733, + "n_pred": 45157, + "n_ref": 29107 + }, + "8": { + "Dice": 0.6423357664233577, + "FN": 473, + "FP": 213, + "IoU": 0.4731182795698925, + "TN": 349162, + "TP": 616, + "n_pred": 829, + "n_ref": 1089 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 350460, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6642295273182458, + "FN": 13610, + "FP": 9995, + "IoU": 0.49726322066747597, + "TN": 128279, + "TP": 23348, + "n_pred": 33343, + "n_ref": 36958 + }, + "15": { + "Dice": 0.7344653953289051, + "FN": 1722, + "FP": 8192, + "IoU": 0.5803597883597884, + "TN": 151607, + "TP": 13711, + "n_pred": 21903, + "n_ref": 15433 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9253874715977315, + "FN": 2188, + "FP": 1851, + "IoU": 0.8611359416901602, + "TN": 321378, + "TP": 25047, + "n_pred": 26898, + "n_ref": 27235 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9479416519238747, + "FN": 10722, + "FP": 195, + "IoU": 0.9010352454855319, + "TN": 240152, + "TP": 99395, + "n_pred": 99590, + "n_ref": 110117 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7759472817133443, + "FN": 15, + "FP": 257, + "IoU": 0.6339165545087483, + "TN": 349721, + "TP": 471, + "n_pred": 728, + "n_ref": 486 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8525696321429256, + "FN": 4849, + "FP": 2842, + "IoU": 0.7430251595442547, + "TN": 145303, + "TP": 22238, + "n_pred": 25080, + "n_ref": 27087 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6538162750048553, + "FN": 5163, + "FP": 1967, + "IoU": 0.4856813099617687, + "TN": 161369, + "TP": 6733, + "n_pred": 8700, + "n_ref": 11896 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 2113, + "IoU": 0.0, + "TN": 173119, + "TP": 0, + "n_pred": 2113, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8301090397467464, + "FN": 1153, + "FP": 779, + "IoU": 0.7095610342754058, + "TN": 168580, + "TP": 4720, + "n_pred": 5499, + "n_ref": 5873 + }, + "7": { + "Dice": 0.9316524375648289, + "FN": 1613, + "FP": 2670, + "IoU": 0.8720499492143156, + "TN": 141758, + "TP": 29191, + "n_pred": 31861, + "n_ref": 30804 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.11003861003861004, + "FN": 212, + "FP": 710, + "IoU": 0.05822267620020429, + "TN": 174253, + "TP": 57, + "n_pred": 767, + "n_ref": 269 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7077261945103355, + "FN": 6372, + "FP": 3978, + "IoU": 0.5476596302609151, + "TN": 152351, + "TP": 12531, + "n_pred": 16509, + "n_ref": 18903 + }, + "11": { + "Dice": 0.17718940936863545, + "FN": 773, + "FP": 35, + "IoU": 0.09720670391061452, + "TN": 174337, + "TP": 87, + "n_pred": 122, + "n_ref": 860 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 175228, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "13": { + "Dice": 0.5430609195726327, + "FN": 11059, + "FP": 5150, + "IoU": 0.37274099299562713, + "TN": 149391, + "TP": 9632, + "n_pred": 14782, + "n_ref": 20691 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9689579003777333, + "FN": 1876, + "FP": 499, + "IoU": 0.9397850007606106, + "TN": 135790, + "TP": 37067, + "n_pred": 37566, + "n_ref": 38943 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.863237139272271, + "FN": 695, + "FP": 68, + "IoU": 0.7593818984547461, + "TN": 172061, + "TP": 2408, + "n_pred": 2476, + "n_ref": 3103 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9503347613614346, + "FN": 811, + "FP": 1496, + "IoU": 0.905369375282005, + "TN": 150853, + "TP": 22072, + "n_pred": 23568, + "n_ref": 22883 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 163, + "IoU": 0.0, + "TN": 175069, + "TP": 0, + "n_pred": 163, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8516516516516517, + "FN": 1201, + "FP": 528, + "IoU": 0.7416317991631799, + "TN": 168540, + "TP": 4963, + "n_pred": 5491, + "n_ref": 6164 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9866806985233664, + "FN": 295, + "FP": 110, + "IoU": 0.9737115409580683, + "TN": 510290, + "TP": 15001, + "n_pred": 15111, + "n_ref": 15296 + }, + "10": { + "Dice": 0.7374952895364904, + "FN": 3041, + "FP": 7408, + "IoU": 0.584152505273212, + "TN": 500569, + "TP": 14678, + "n_pred": 22086, + "n_ref": 17719 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7803532008830022, + "FN": 1276, + "FP": 316, + "IoU": 0.6398190045248868, + "TN": 521276, + "TP": 2828, + "n_pred": 3144, + "n_ref": 4104 + }, + "13": { + "Dice": 0.008899143045484509, + "FN": 17750, + "FP": 292, + "IoU": 0.004469458698890912, + "TN": 507573, + "TP": 81, + "n_pred": 373, + "n_ref": 17831 + }, + "14": { + "Dice": 0.9486484001471129, + "FN": 1333, + "FP": 901, + "IoU": 0.9023131750404477, + "TN": 502827, + "TP": 20635, + "n_pred": 21536, + "n_ref": 21968 + }, + "15": { + "Dice": 0.8630069724049887, + "FN": 184, + "FP": 1211, + "IoU": 0.7590257384695112, + "TN": 519907, + "TP": 4394, + "n_pred": 5605, + "n_ref": 4578 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9877878319723387, + "FN": 243, + "FP": 89, + "IoU": 0.9758703394142016, + "TN": 511937, + "TP": 13427, + "n_pred": 13516, + "n_ref": 13670 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8939828080229226, + "FN": 72, + "FP": 2, + "IoU": 0.8082901554404145, + "TN": 525310, + "TP": 312, + "n_pred": 314, + "n_ref": 384 + }, + "8": { + "Dice": 0.8957348576453776, + "FN": 1573, + "FP": 2221, + "IoU": 0.8111592255238664, + "TN": 505605, + "TP": 16297, + "n_pred": 18518, + "n_ref": 17870 + }, + "9": { + "Dice": 0.49679173463839044, + "FN": 13670, + "FP": 211, + "IoU": 0.3304876284184633, + "TN": 504963, + "TP": 6852, + "n_pred": 7063, + "n_ref": 20522 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9203914308384026, + "FN": 451, + "FP": 151, + "IoU": 0.8525232729054385, + "TN": 521614, + "TP": 3480, + "n_pred": 3631, + "n_ref": 3931 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0937273649138056, + "FN": 11565, + "FP": 947, + "IoU": 0.04916786989892849, + "TN": 512537, + "TP": 647, + "n_pred": 1594, + "n_ref": 12212 + }, + "6": { + "Dice": 0.7076851994455567, + "FN": 4638, + "FP": 2954, + "IoU": 0.5476105350971279, + "TN": 508914, + "TP": 9190, + "n_pred": 12144, + "n_ref": 13828 + }, + "7": { + "Dice": 0.0, + "FN": 480, + "FP": 13257, + "IoU": 0.0, + "TN": 511959, + "TP": 0, + "n_pred": 13257, + "n_ref": 480 + }, + "8": { + "Dice": 0.9690471631884613, + "FN": 2704, + "FP": 206, + "IoU": 0.9399529528290207, + "TN": 477234, + "TP": 45552, + "n_pred": 45758, + "n_ref": 48256 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 1685, + "FP": 0, + "IoU": 0.0, + "TN": 348779, + "TP": 0, + "n_pred": 0, + "n_ref": 1685 + }, + "10": { + "Dice": 0.5796816514802072, + "FN": 8060, + "FP": 3057, + "IoU": 0.40813501570569133, + "TN": 331681, + "TP": 7666, + "n_pred": 10723, + "n_ref": 15726 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 467, + "FP": 8, + "IoU": 0.0, + "TN": 349989, + "TP": 0, + "n_pred": 8, + "n_ref": 467 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 32730, + "FP": 2227, + "IoU": 0.0, + "TN": 315507, + "TP": 0, + "n_pred": 2227, + "n_ref": 32730 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 401, + "IoU": 0.0, + "TN": 350063, + "TP": 0, + "n_pred": 401, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 23063, + "IoU": 0.0, + "TN": 327401, + "TP": 0, + "n_pred": 23063, + "n_ref": 0 + }, + "3": { + "Dice": 0.021993922731876718, + "FN": 26987, + "FP": 49, + "IoU": 0.011119239209948792, + "TN": 323124, + "TP": 304, + "n_pred": 353, + "n_ref": 27291 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 921, + "IoU": 0.0, + "TN": 349543, + "TP": 0, + "n_pred": 921, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 5483, + "IoU": 0.0, + "TN": 344981, + "TP": 0, + "n_pred": 5483, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.834744152299347, + "FN": 1732, + "FP": 3051, + "IoU": 0.7163612643064697, + "TN": 158369, + "TP": 12080, + "n_pred": 15131, + "n_ref": 13812 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5301907968574635, + "FN": 2085, + "FP": 8, + "IoU": 0.36072083078802686, + "TN": 171958, + "TP": 1181, + "n_pred": 1189, + "n_ref": 3266 + }, + "13": { + "Dice": 0.0, + "FN": 67, + "FP": 0, + "IoU": 0.0, + "TN": 175165, + "TP": 0, + "n_pred": 0, + "n_ref": 67 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.961171974522293, + "FN": 739, + "FP": 785, + "IoU": 0.9252464806003826, + "TN": 154845, + "TP": 18863, + "n_pred": 19648, + "n_ref": 19602 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9666953422637335, + "FN": 63, + "FP": 1021, + "IoU": 0.9355375832540438, + "TN": 158416, + "TP": 15732, + "n_pred": 16753, + "n_ref": 15795 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 177, + "IoU": 0.0, + "TN": 175055, + "TP": 0, + "n_pred": 177, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 180, + "IoU": 0.0, + "TN": 175052, + "TP": 0, + "n_pred": 180, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1999, + "IoU": 0.0, + "TN": 173233, + "TP": 0, + "n_pred": 1999, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.18044633791881506, + "FN": 40888, + "FP": 279, + "IoU": 0.09917066018950087, + "TN": 129533, + "TP": 4532, + "n_pred": 4811, + "n_ref": 45420 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 175211, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9301857238755874, + "FN": 203, + "FP": 421, + "IoU": 0.8694833716795649, + "TN": 345683, + "TP": 4157, + "n_pred": 4578, + "n_ref": 4360 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 211, + "IoU": 0.0, + "TN": 350253, + "TP": 0, + "n_pred": 211, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.42410630731798615, + "FN": 2322, + "FP": 755, + "IoU": 0.2691211401425178, + "TN": 346254, + "TP": 1133, + "n_pred": 1888, + "n_ref": 3455 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.961638962692958, + "FN": 960, + "FP": 787, + "IoU": 0.9261123329385891, + "TN": 326820, + "TP": 21897, + "n_pred": 22684, + "n_ref": 22857 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 350463, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8642917098701427, + "FN": 10414, + "FP": 580, + "IoU": 0.7610155859400474, + "TN": 304461, + "TP": 35009, + "n_pred": 35589, + "n_ref": 45423 + }, + "8": { + "Dice": 0.9496473217403449, + "FN": 579, + "FP": 142, + "IoU": 0.904122340425532, + "TN": 342944, + "TP": 6799, + "n_pred": 6941, + "n_ref": 7378 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9390184439262242, + "FN": 11016, + "FP": 490, + "IoU": 0.8850469063770693, + "TN": 425603, + "TP": 88587, + "n_pred": 89077, + "n_ref": 99603 + }, + "10": { + "Dice": 0.0, + "FN": 1904, + "FP": 0, + "IoU": 0.0, + "TN": 523792, + "TP": 0, + "n_pred": 0, + "n_ref": 1904 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 136, + "IoU": 0.0, + "TN": 525560, + "TP": 0, + "n_pred": 136, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 62, + "IoU": 0.0, + "TN": 525634, + "TP": 0, + "n_pred": 62, + "n_ref": 0 + }, + "3": { + "Dice": 0.07894736842105263, + "FN": 140, + "FP": 0, + "IoU": 0.0410958904109589, + "TN": 525550, + "TP": 6, + "n_pred": 6, + "n_ref": 146 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 627, + "IoU": 0.0, + "TN": 525069, + "TP": 0, + "n_pred": 627, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 71, + "IoU": 0.0, + "TN": 525625, + "TP": 0, + "n_pred": 71, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9804917135399726, + "FN": 562, + "FP": 1897, + "IoU": 0.9617300090266754, + "TN": 110978, + "TP": 61795, + "n_pred": 63692, + "n_ref": 62357 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 979, + "FP": 0, + "IoU": 0.0, + "TN": 174253, + "TP": 0, + "n_pred": 0, + "n_ref": 979 + }, + "7": { + "Dice": 0.9406550110810146, + "FN": 140, + "FP": 342, + "IoU": 0.8879590887959089, + "TN": 170930, + "TP": 3820, + "n_pred": 4162, + "n_ref": 3960 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7305389221556886, + "FN": 83, + "FP": 7, + "IoU": 0.5754716981132075, + "TN": 175020, + "TP": 122, + "n_pred": 129, + "n_ref": 205 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.4151309408341416, + "FN": 235, + "FP": 368, + "IoU": 0.26193390452876375, + "TN": 174415, + "TP": 214, + "n_pred": 582, + "n_ref": 449 + }, + "12": { + "Dice": 0.7310108509423187, + "FN": 318, + "FP": 624, + "IoU": 0.5760576057605761, + "TN": 173010, + "TP": 1280, + "n_pred": 1904, + "n_ref": 1598 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9465708179522052, + "FN": 143, + "FP": 132, + "IoU": 0.8985614164514939, + "TN": 172521, + "TP": 2436, + "n_pred": 2568, + "n_ref": 2579 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 1409, + "FP": 0, + "IoU": 0.0, + "TN": 173823, + "TP": 0, + "n_pred": 0, + "n_ref": 1409 + }, + "6": { + "Dice": 0.8324807594820037, + "FN": 1361, + "FP": 2274, + "IoU": 0.7130338675298018, + "TN": 162565, + "TP": 9032, + "n_pred": 11306, + "n_ref": 10393 + }, + "7": { + "Dice": 0.870141778937716, + "FN": 746, + "FP": 1095, + "IoU": 0.7701335997003371, + "TN": 167223, + "TP": 6168, + "n_pred": 7263, + "n_ref": 6914 + }, + "8": { + "Dice": 0.9136293609469763, + "FN": 3773, + "FP": 656, + "IoU": 0.8409923170819272, + "TN": 147378, + "TP": 23425, + "n_pred": 24081, + "n_ref": 27198 + }, + "9": { + "Dice": 0.8412608531521328, + "FN": 4508, + "FP": 538, + "IoU": 0.7260140087962209, + "TN": 156815, + "TP": 13371, + "n_pred": 13909, + "n_ref": 17879 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8873551439895115, + "FN": 2794, + "FP": 4681, + "IoU": 0.7975187582956361, + "TN": 138315, + "TP": 29442, + "n_pred": 34123, + "n_ref": 32236 + }, + "15": { + "Dice": 0.07285064976634019, + "FN": 15450, + "FP": 13516, + "IoU": 0.03780228541057667, + "TN": 145128, + "TP": 1138, + "n_pred": 14654, + "n_ref": 16588 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8877897358052907, + "FN": 3196, + "FP": 3383, + "IoU": 0.7982211317282626, + "TN": 142627, + "TP": 26026, + "n_pred": 29409, + "n_ref": 29222 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9615792262851086, + "FN": 934, + "FP": 1096, + "IoU": 0.9260015310028068, + "TN": 147799, + "TP": 25403, + "n_pred": 26499, + "n_ref": 26337 + }, + "7": { + "Dice": 0.5629458665547629, + "FN": 2805, + "FP": 1361, + "IoU": 0.3917360198569134, + "TN": 168383, + "TP": 2683, + "n_pred": 4044, + "n_ref": 5488 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 175231, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8783208020050125, + "FN": 1569, + "FP": 373, + "IoU": 0.7830410010054742, + "TN": 341513, + "TP": 7009, + "n_pred": 7382, + "n_ref": 8578 + }, + "6": { + "Dice": 0.0, + "FN": 200, + "FP": 1303, + "IoU": 0.0, + "TN": 348961, + "TP": 0, + "n_pred": 1303, + "n_ref": 200 + }, + "7": { + "Dice": 0.9328229913393233, + "FN": 1524, + "FP": 547, + "IoU": 0.8741033434650456, + "TN": 334014, + "TP": 14379, + "n_pred": 14926, + "n_ref": 15903 + }, + "8": { + "Dice": 0.9721630470525999, + "FN": 787, + "FP": 1160, + "IoU": 0.9458339129225205, + "TN": 314519, + "TP": 33998, + "n_pred": 35158, + "n_ref": 34785 + }, + "9": { + "Dice": 0.8939963073788757, + "FN": 1583, + "FP": 82, + "IoU": 0.8083122265714944, + "TN": 341778, + "TP": 7021, + "n_pred": 7103, + "n_ref": 8604 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.6261086937244076, + "FN": 984.415873015873, + "FP": 742.8920634920635, + "IoU": 0.541280924813039, + "TN": 260062.8888888889, + "TP": 5229.993650793652, + "n_pred": 5972.885714285713, + "n_ref": 6214.409523809524 + }, + "mean": { + "1": { + "Dice": 0.6504612687941647, + "FN": 395.95238095238096, + "FP": 266.04761904761904, + "IoU": 0.6046901122273007, + "TN": 261244.14285714287, + "TP": 5114.047619047619, + "n_pred": 5380.0952380952385, + "n_ref": 5510.0 + }, + "10": { + "Dice": 0.5302437015566948, + "FN": 1144.952380952381, + "FP": 1177.047619047619, + "IoU": 0.4162728760889401, + "TN": 261717.57142857142, + "TP": 2980.6190476190477, + "n_pred": 4157.666666666667, + "n_ref": 4125.571428571428 + }, + "11": { + "Dice": 0.4848850770560021, + "FN": 90.52380952380952, + "FP": 45.523809523809526, + "IoU": 0.3810164692700921, + "TN": 266703.5714285714, + "TP": 180.57142857142858, + "n_pred": 226.0952380952381, + "n_ref": 271.0952380952381 + }, + "12": { + "Dice": 0.5259525170746583, + "FN": 426.85714285714283, + "FP": 268.95238095238096, + "IoU": 0.4147895986779812, + "TN": 265726.3333333333, + "TP": 598.047619047619, + "n_pred": 867.0, + "n_ref": 1024.904761904762 + }, + "13": { + "Dice": 0.34147731469370807, + "FN": 926.047619047619, + "FP": 371.14285714285717, + "IoU": 0.2629463837597677, + "TN": 264813.8095238095, + "TP": 909.1904761904761, + "n_pred": 1280.3333333333333, + "n_ref": 1835.2380952380952 + }, + "14": { + "Dice": 0.7239937163320689, + "FN": 1983.4285714285713, + "FP": 826.8571428571429, + "IoU": 0.5819723758261377, + "TN": 261006.38095238095, + "TP": 3203.5238095238096, + "n_pred": 4030.3809523809523, + "n_ref": 5186.952380952381 + }, + "15": { + "Dice": 0.7804955640275937, + "FN": 1189.3333333333333, + "FP": 197.33333333333334, + "IoU": 0.6477030441362791, + "TN": 263391.71428571426, + "TP": 2241.809523809524, + "n_pred": 2439.1428571428573, + "n_ref": 3431.1428571428573 + }, + "2": { + "Dice": 0.5844195014011445, + "FN": 2098.714285714286, + "FP": 854.1904761904761, + "IoU": 0.53651281573443, + "TN": 260168.90476190476, + "TP": 3898.3809523809523, + "n_pred": 4752.571428571428, + "n_ref": 5997.0952380952385 + }, + "3": { + "Dice": 0.7087089938744164, + "FN": 1205.2380952380952, + "FP": 1166.3809523809523, + "IoU": 0.6563964157956755, + "TN": 256558.57142857142, + "TP": 8090.0, + "n_pred": 9256.380952380952, + "n_ref": 9295.238095238095 + }, + "4": { + "Dice": 0.7017244552917926, + "FN": 535.2380952380952, + "FP": 300.6190476190476, + "IoU": 0.6273347841138858, + "TN": 263590.04761904763, + "TP": 2594.285714285714, + "n_pred": 2894.904761904762, + "n_ref": 3129.5238095238096 + }, + "5": { + "Dice": 0.5133541828568967, + "FN": 105.71428571428571, + "FP": 26.761904761904763, + "IoU": 0.4301782587661143, + "TN": 266604.0, + "TP": 283.7142857142857, + "n_pred": 310.4761904761905, + "n_ref": 389.42857142857144 + }, + "6": { + "Dice": 0.8094817317317898, + "FN": 2860.2380952380954, + "FP": 4648.142857142857, + "IoU": 0.736279299957405, + "TN": 225760.2380952381, + "TP": 33751.57142857143, + "n_pred": 38399.71428571428, + "n_ref": 36611.80952380953 + }, + "7": { + "Dice": 0.48480442355574294, + "FN": 1151.8095238095239, + "FP": 265.6190476190476, + "IoU": 0.4194525940105527, + "TN": 259579.47619047618, + "TP": 6023.285714285715, + "n_pred": 6288.9047619047615, + "n_ref": 7175.0952380952385 + }, + "8": { + "Dice": 0.9187463886836896, + "FN": 314.6190476190476, + "FP": 478.5238095238095, + "IoU": 0.855949678941976, + "TN": 259899.38095238095, + "TP": 6327.666666666667, + "n_pred": 6806.190476190476, + "n_ref": 6642.285714285715 + }, + "9": { + "Dice": 0.6328815689357503, + "FN": 337.57142857142856, + "FP": 250.23809523809524, + "IoU": 0.547719164889047, + "TN": 264179.1904761905, + "TP": 2253.190476190476, + "n_pred": 2503.4285714285716, + "n_ref": 2590.7619047619046 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8078567903942102, + "FN": 12565, + "FP": 1453, + "IoU": 0.6776507921907696, + "TN": 131745, + "TP": 29469, + "n_pred": 30922, + "n_ref": 42034 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9454520913124905, + "FN": 4795, + "FP": 1671, + "IoU": 0.8965473104860644, + "TN": 112730, + "TP": 56036, + "n_pred": 57707, + "n_ref": 60831 + }, + "7": { + "Dice": 0.6384268060836502, + "FN": 11560, + "FP": 612, + "IoU": 0.46888908281699976, + "TN": 152314, + "TP": 10746, + "n_pred": 11358, + "n_ref": 22306 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9552728906709066, + "FN": 4439, + "FP": 737, + "IoU": 0.9143755169561621, + "TN": 114782, + "TP": 55274, + "n_pred": 56011, + "n_ref": 59713 + }, + "10": { + "Dice": 0.0, + "FN": 223, + "FP": 0, + "IoU": 0.0, + "TN": 175009, + "TP": 0, + "n_pred": 0, + "n_ref": 223 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 255, + "IoU": 0.0, + "TN": 174977, + "TP": 0, + "n_pred": 255, + "n_ref": 0 + }, + "7": { + "Dice": 0.9158878504672897, + "FN": 1078, + "FP": 605, + "IoU": 0.8448275862068966, + "TN": 164386, + "TP": 9163, + "n_pred": 9768, + "n_ref": 10241 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 248, + "IoU": 0.0, + "TN": 174984, + "TP": 0, + "n_pred": 248, + "n_ref": 0 + }, + "10": { + "Dice": 0.8016365459126995, + "FN": 1449, + "FP": 5872, + "IoU": 0.6689427511983359, + "TN": 153118, + "TP": 14793, + "n_pred": 20665, + "n_ref": 16242 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7058095139820452, + "FN": 1726, + "FP": 1125, + "IoU": 0.5453675649816616, + "TN": 168961, + "TP": 3420, + "n_pred": 4545, + "n_ref": 5146 + }, + "13": { + "Dice": 0.0, + "FN": 975, + "FP": 0, + "IoU": 0.0, + "TN": 174257, + "TP": 0, + "n_pred": 0, + "n_ref": 975 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9204711875198981, + "FN": 1412, + "FP": 1086, + "IoU": 0.8526601392001888, + "TN": 158278, + "TP": 14456, + "n_pred": 15542, + "n_ref": 15868 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8452380952380952, + "FN": 21, + "FP": 5, + "IoU": 0.7319587628865979, + "TN": 175135, + "TP": 71, + "n_pred": 76, + "n_ref": 92 + }, + "7": { + "Dice": 0.8330954148346942, + "FN": 4922, + "FP": 924, + "IoU": 0.7139361910354277, + "TN": 154796, + "TP": 14590, + "n_pred": 15514, + "n_ref": 19512 + }, + "8": { + "Dice": 0.923719165085389, + "FN": 467, + "FP": 1744, + "IoU": 0.8582510578279267, + "TN": 159634, + "TP": 13387, + "n_pred": 15131, + "n_ref": 13854 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.569060773480663, + "FN": 137, + "FP": 19, + "IoU": 0.39768339768339767, + "TN": 350205, + "TP": 103, + "n_pred": 122, + "n_ref": 240 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1257, + "IoU": 0.0, + "TN": 349207, + "TP": 0, + "n_pred": 1257, + "n_ref": 0 + }, + "13": { + "Dice": 0.8771157959058967, + "FN": 924, + "FP": 1087, + "IoU": 0.7811275576839356, + "TN": 341276, + "TP": 7177, + "n_pred": 8264, + "n_ref": 8101 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8942148760330578, + "FN": 530, + "FP": 110, + "IoU": 0.8086696562032885, + "TN": 347119, + "TP": 2705, + "n_pred": 2815, + "n_ref": 3235 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 320, + "IoU": 0.0, + "TN": 350144, + "TP": 0, + "n_pred": 320, + "n_ref": 0 + }, + "4": { + "Dice": 0.8042128603104213, + "FN": 3859, + "FP": 1439, + "IoU": 0.6725384758019655, + "TN": 334285, + "TP": 10881, + "n_pred": 12320, + "n_ref": 14740 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9525623928367308, + "FN": 1843, + "FP": 1892, + "IoU": 0.9094216078574027, + "TN": 309229, + "TP": 37500, + "n_pred": 39392, + "n_ref": 39343 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.7592362712064787, + "FN": 99, + "FP": 3974, + "IoU": 0.6119104335397808, + "TN": 339969, + "TP": 6422, + "n_pred": 10396, + "n_ref": 6521 + }, + "9": { + "Dice": 0.8730678795821609, + "FN": 1780, + "FP": 1513, + "IoU": 0.7747297851963333, + "TN": 335846, + "TP": 11325, + "n_pred": 12838, + "n_ref": 13105 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.954864755752927, + "FN": 802, + "FP": 1434, + "IoU": 0.913627935723115, + "TN": 149344, + "TP": 23652, + "n_pred": 25086, + "n_ref": 24454 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6543488057683642, + "FN": 1071, + "FP": 463, + "IoU": 0.48626925653047554, + "TN": 172246, + "TP": 1452, + "n_pred": 1915, + "n_ref": 2523 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9193496285129751, + "FN": 59, + "FP": 690, + "IoU": 0.8507373455559984, + "TN": 170214, + "TP": 4269, + "n_pred": 4959, + "n_ref": 4328 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9727024836023288, + "FN": 2585, + "FP": 1119, + "IoU": 0.9468556752801411, + "TN": 105535, + "TP": 65993, + "n_pred": 67112, + "n_ref": 68578 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.2535211267605634, + "FN": 159, + "FP": 0, + "IoU": 0.14516129032258066, + "TN": 525510, + "TP": 27, + "n_pred": 27, + "n_ref": 186 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7562544674767692, + "FN": 342, + "FP": 681, + "IoU": 0.6080459770114942, + "TN": 523086, + "TP": 1587, + "n_pred": 2268, + "n_ref": 1929 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8781545257474743, + "FN": 2612, + "FP": 367, + "IoU": 0.7827767245150941, + "TN": 511982, + "TP": 10735, + "n_pred": 11102, + "n_ref": 13347 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9856692820656254, + "FN": 1406, + "FP": 2488, + "IoU": 0.9717435000616795, + "TN": 387887, + "TP": 133915, + "n_pred": 136403, + "n_ref": 135321 + }, + "7": { + "Dice": 0.0, + "FN": 428, + "FP": 0, + "IoU": 0.0, + "TN": 525268, + "TP": 0, + "n_pred": 0, + "n_ref": 428 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.902934970266641, + "FN": 727, + "FP": 285, + "IoU": 0.8230459870606749, + "TN": 344745, + "TP": 4707, + "n_pred": 4992, + "n_ref": 5434 + }, + "6": { + "Dice": 0.8972972972972973, + "FN": 888, + "FP": 290, + "IoU": 0.8137254901960784, + "TN": 344140, + "TP": 5146, + "n_pred": 5436, + "n_ref": 6034 + }, + "7": { + "Dice": 0.8798017348203222, + "FN": 255, + "FP": 133, + "IoU": 0.7853982300884956, + "TN": 348656, + "TP": 1420, + "n_pred": 1553, + "n_ref": 1675 + }, + "8": { + "Dice": 0.9623412042336117, + "FN": 1635, + "FP": 1030, + "IoU": 0.9274158405055017, + "TN": 313748, + "TP": 34051, + "n_pred": 35081, + "n_ref": 35686 + }, + "9": { + "Dice": 0.49122807017543857, + "FN": 35, + "FP": 690, + "IoU": 0.32558139534883723, + "TN": 349389, + "TP": 350, + "n_pred": 1040, + "n_ref": 385 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.17202970297029702, + "FN": 10, + "FP": 1328, + "IoU": 0.0941096817874069, + "TN": 173755, + "TP": 139, + "n_pred": 1467, + "n_ref": 149 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9750094852662198, + "FN": 1222, + "FP": 754, + "IoU": 0.9512375687880956, + "TN": 134709, + "TP": 38547, + "n_pred": 39301, + "n_ref": 39769 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8535763820091143, + "FN": 69, + "FP": 1409, + "IoU": 0.7445558244037331, + "TN": 169446, + "TP": 4308, + "n_pred": 5717, + "n_ref": 4377 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2044, + "IoU": 0.0, + "TN": 348420, + "TP": 0, + "n_pred": 2044, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.3269448703419772, + "FN": 40386, + "FP": 0, + "IoU": 0.19541787030580735, + "TN": 300269, + "TP": 9809, + "n_pred": 9809, + "n_ref": 50195 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 17443, + "IoU": 0.0, + "TN": 333021, + "TP": 0, + "n_pred": 17443, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8930662978708873, + "FN": 1812, + "FP": 4451, + "IoU": 0.806792941757157, + "TN": 318048, + "TP": 26153, + "n_pred": 30604, + "n_ref": 27965 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 281, + "IoU": 0.0, + "TN": 350183, + "TP": 0, + "n_pred": 281, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7327339599509604, + "FN": 1073, + "FP": 235, + "IoU": 0.5782005804579168, + "TN": 172131, + "TP": 1793, + "n_pred": 2028, + "n_ref": 2866 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9552024111240496, + "FN": 1624, + "FP": 992, + "IoU": 0.9142463777617518, + "TN": 144726, + "TP": 27890, + "n_pred": 28882, + "n_ref": 29514 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9775155366245374, + "FN": 633, + "FP": 1299, + "IoU": 0.9560199412688657, + "TN": 131303, + "TP": 41997, + "n_pred": 43296, + "n_ref": 42630 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 15523, + "IoU": 0.0, + "TN": 159709, + "TP": 0, + "n_pred": 15523, + "n_ref": 0 + }, + "3": { + "Dice": 0.7411740417039433, + "FN": 18097, + "FP": 708, + "IoU": 0.5887819811939645, + "TN": 129502, + "TP": 26925, + "n_pred": 27633, + "n_ref": 45022 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7219212712170459, + "FN": 828, + "FP": 712, + "IoU": 0.5648488273523594, + "TN": 171693, + "TP": 1999, + "n_pred": 2711, + "n_ref": 2827 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6447697250981792, + "FN": 991, + "FP": 4, + "IoU": 0.47576396206533195, + "TN": 173334, + "TP": 903, + "n_pred": 907, + "n_ref": 1894 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9395648670427075, + "FN": 311, + "FP": 64, + "IoU": 0.8860182370820668, + "TN": 171942, + "TP": 2915, + "n_pred": 2979, + "n_ref": 3226 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9532703857941973, + "FN": 1187, + "FP": 5613, + "IoU": 0.9107131133549548, + "TN": 99073, + "TP": 69359, + "n_pred": 74972, + "n_ref": 70546 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 175226, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8760287507328831, + "FN": 4837, + "FP": 872, + "IoU": 0.7794049459041731, + "TN": 149352, + "TP": 20171, + "n_pred": 21043, + "n_ref": 25008 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 315, + "IoU": 0.0, + "TN": 174917, + "TP": 0, + "n_pred": 315, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9316952926208651, + "FN": 2971, + "FP": 465, + "IoU": 0.8721250465202829, + "TN": 148362, + "TP": 23434, + "n_pred": 23899, + "n_ref": 26405 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9813888020018767, + "FN": 647, + "FP": 1971, + "IoU": 0.9634576999846461, + "TN": 103589, + "TP": 69025, + "n_pred": 70996, + "n_ref": 69672 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7374739679039569, + "FN": 2122, + "FP": 21, + "IoU": 0.5841257519891325, + "TN": 345311, + "TP": 3010, + "n_pred": 3031, + "n_ref": 5132 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6371275783040489, + "FN": 1148, + "FP": 277, + "IoU": 0.4674887892376682, + "TN": 347788, + "TP": 1251, + "n_pred": 1528, + "n_ref": 2399 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9542546079648553, + "FN": 1877, + "FP": 518, + "IoU": 0.9125114155251142, + "TN": 323089, + "TP": 24980, + "n_pred": 25498, + "n_ref": 26857 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.40593160496317965, + "FN": 3403, + "FP": 8375, + "IoU": 0.25465130996076446, + "TN": 159430, + "TP": 4024, + "n_pred": 12399, + "n_ref": 7427 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 9, + "IoU": 0.0, + "TN": 175223, + "TP": 0, + "n_pred": 9, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5248460425121322, + "FN": 16205, + "FP": 538, + "IoU": 0.35579068872643327, + "TN": 149242, + "TP": 9247, + "n_pred": 9785, + "n_ref": 25452 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.053231939163498096, + "FN": 13, + "FP": 236, + "IoU": 0.02734375, + "TN": 174976, + "TP": 7, + "n_pred": 243, + "n_ref": 20 + }, + "8": { + "Dice": 0.9221635220125786, + "FN": 218, + "FP": 1329, + "IoU": 0.8555690411726262, + "TN": 164521, + "TP": 9164, + "n_pred": 10493, + "n_ref": 9382 + }, + "9": { + "Dice": 0.924083144188269, + "FN": 362, + "FP": 2180, + "IoU": 0.8588796979958918, + "TN": 157219, + "TP": 15471, + "n_pred": 17651, + "n_ref": 15833 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.885229488327976, + "FN": 1710, + "FP": 2646, + "IoU": 0.7940912313873789, + "TN": 154077, + "TP": 16799, + "n_pred": 19445, + "n_ref": 18509 + }, + "15": { + "Dice": 0.8742517944514815, + "FN": 4064, + "FP": 999, + "IoU": 0.7765962140934562, + "TN": 152569, + "TP": 17600, + "n_pred": 18599, + "n_ref": 21664 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.969411292748972, + "FN": 360, + "FP": 860, + "IoU": 0.9406383806928766, + "TN": 329912, + "TP": 19332, + "n_pred": 20192, + "n_ref": 19692 + }, + "10": { + "Dice": 0.8218188553435821, + "FN": 577, + "FP": 1347, + "IoU": 0.6975318346171986, + "TN": 344103, + "TP": 4437, + "n_pred": 5784, + "n_ref": 5014 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8115538218631002, + "FN": 915, + "FP": 1114, + "IoU": 0.6828696467646139, + "TN": 344066, + "TP": 4369, + "n_pred": 5483, + "n_ref": 5284 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9513064466335495, + "FN": 439, + "FP": 1296, + "IoU": 0.9071348284536744, + "TN": 331781, + "TP": 16948, + "n_pred": 18244, + "n_ref": 17387 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 345, + "FP": 0, + "IoU": 0.0, + "TN": 350119, + "TP": 0, + "n_pred": 0, + "n_ref": 345 + }, + "6": { + "Dice": 0.5792494481236203, + "FN": 906, + "FP": 47, + "IoU": 0.4077066500932256, + "TN": 348855, + "TP": 656, + "n_pred": 703, + "n_ref": 1562 + }, + "7": { + "Dice": 0.9333191850594228, + "FN": 1542, + "FP": 1600, + "IoU": 0.8749751303171382, + "TN": 325333, + "TP": 21989, + "n_pred": 23589, + "n_ref": 23531 + }, + "8": { + "Dice": 0.9677473542751553, + "FN": 459, + "FP": 693, + "IoU": 0.9375101708706265, + "TN": 332029, + "TP": 17283, + "n_pred": 17976, + "n_ref": 17742 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9643928678057686, + "FN": 4841, + "FP": 2434, + "IoU": 0.9312342854982324, + "TN": 244670, + "TP": 98519, + "n_pred": 100953, + "n_ref": 103360 + }, + "4": { + "Dice": 0.8945595977802021, + "FN": 1340, + "FP": 883, + "IoU": 0.8092336737320862, + "TN": 338811, + "TP": 9430, + "n_pred": 10313, + "n_ref": 10770 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9912612361262102, + "FN": 392, + "FP": 2333, + "IoU": 0.9826738811142125, + "TN": 193187, + "TP": 154552, + "n_pred": 156885, + "n_ref": 154944 + }, + "7": { + "Dice": 0.3333333333333333, + "FN": 0, + "FP": 56, + "IoU": 0.2, + "TN": 350394, + "TP": 14, + "n_pred": 70, + "n_ref": 14 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8667461780331779, + "FN": 1993, + "FP": 465, + "IoU": 0.7648296976655186, + "TN": 340012, + "TP": 7994, + "n_pred": 8459, + "n_ref": 9987 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8078583122488465, + "FN": 308, + "FP": 983, + "IoU": 0.6776529338327091, + "TN": 346459, + "TP": 2714, + "n_pred": 3697, + "n_ref": 3022 + }, + "13": { + "Dice": 0.09828009828009827, + "FN": 0, + "FP": 734, + "IoU": 0.05167958656330749, + "TN": 349690, + "TP": 40, + "n_pred": 774, + "n_ref": 40 + }, + "14": { + "Dice": 0.5978062956111346, + "FN": 26970, + "FP": 641, + "IoU": 0.4263364567534437, + "TN": 302333, + "TP": 20520, + "n_pred": 21161, + "n_ref": 47490 + }, + "15": { + "Dice": 0.6703246456332876, + "FN": 18564, + "FP": 182, + "IoU": 0.5041265474552957, + "TN": 312660, + "TP": 19058, + "n_pred": 19240, + "n_ref": 37622 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9295499021526419, + "FN": 89, + "FP": 199, + "IoU": 0.8683729433272395, + "TN": 348276, + "TP": 1900, + "n_pred": 2099, + "n_ref": 1989 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 32, + "FP": 0, + "IoU": 0.0, + "TN": 350432, + "TP": 0, + "n_pred": 0, + "n_ref": 32 + }, + "8": { + "Dice": 0.8903040631446767, + "FN": 1194, + "FP": 29, + "IoU": 0.802295505981248, + "TN": 344278, + "TP": 4963, + "n_pred": 4992, + "n_ref": 6157 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9362059744823898, + "FN": 592, + "FP": 243, + "IoU": 0.880063200229819, + "TN": 518734, + "TP": 6127, + "n_pred": 6370, + "n_ref": 6719 + }, + "10": { + "Dice": 0.24562143912217768, + "FN": 3538, + "FP": 7187, + "IoU": 0.1400048111618956, + "TN": 513225, + "TP": 1746, + "n_pred": 8933, + "n_ref": 5284 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.17614464858559348, + "FN": 4944, + "FP": 706, + "IoU": 0.09657818995842661, + "TN": 519442, + "TP": 604, + "n_pred": 1310, + "n_ref": 5548 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 3107, + "IoU": 0.0, + "TN": 522589, + "TP": 0, + "n_pred": 3107, + "n_ref": 0 + }, + "14": { + "Dice": 0.6889453650570959, + "FN": 12972, + "FP": 14077, + "IoU": 0.5254894393375903, + "TN": 468692, + "TP": 29955, + "n_pred": 44032, + "n_ref": 42927 + }, + "15": { + "Dice": 0.7969102519980116, + "FN": 2348, + "FP": 2963, + "IoU": 0.6623863708600852, + "TN": 509965, + "TP": 10420, + "n_pred": 13383, + "n_ref": 12768 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9521368705409711, + "FN": 373, + "FP": 318, + "IoU": 0.9086462189317821, + "TN": 518132, + "TP": 6873, + "n_pred": 7191, + "n_ref": 7246 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6264556332268048, + "FN": 44294, + "FP": 5, + "IoU": 0.4560869298299466, + "TN": 444251, + "TP": 37146, + "n_pred": 37151, + "n_ref": 81440 + }, + "7": { + "Dice": 0.7426587588601186, + "FN": 1773, + "FP": 6, + "IoU": 0.5906580763920847, + "TN": 521350, + "TP": 2567, + "n_pred": 2573, + "n_ref": 4340 + }, + "8": { + "Dice": 0.9702049215467718, + "FN": 658, + "FP": 732, + "IoU": 0.9421339661129845, + "TN": 501675, + "TP": 22631, + "n_pred": 23363, + "n_ref": 23289 + }, + "9": { + "Dice": 0.0, + "FN": 75, + "FP": 0, + "IoU": 0.0, + "TN": 525621, + "TP": 0, + "n_pred": 0, + "n_ref": 75 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 495, + "IoU": 0.0, + "TN": 174737, + "TP": 0, + "n_pred": 495, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 458, + "FP": 3159, + "IoU": 0.0, + "TN": 171615, + "TP": 0, + "n_pred": 3159, + "n_ref": 458 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6602230954493599, + "FN": 1172, + "FP": 73882, + "IoU": 0.49278584606651216, + "TN": 27259, + "TP": 72919, + "n_pred": 146801, + "n_ref": 74091 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0349.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.46974022143467714, + "FN": 1081.926984126984, + "FP": 810.4952380952382, + "IoU": 0.40595108181075407, + "TN": 276338.4888888889, + "TP": 5478.04126984127, + "n_pred": 6288.536507936509, + "n_ref": 6559.9682539682535 + }, + "mean": { + "1": { + "Dice": 0.23720755384547343, + "FN": 31.285714285714285, + "FP": 320.57142857142856, + "IoU": 0.2256605520026927, + "TN": 282335.4761904762, + "TP": 1021.6190476190476, + "n_pred": 1342.1904761904761, + "n_ref": 1052.904761904762 + }, + "10": { + "Dice": 0.3478886328761251, + "FN": 764.8095238095239, + "FP": 413.6190476190476, + "IoU": 0.2827431592858277, + "TN": 281352.28571428574, + "TP": 1178.2380952380952, + "n_pred": 1591.857142857143, + "n_ref": 1943.047619047619 + }, + "11": { + "Dice": 0.46470495570933235, + "FN": 254.04761904761904, + "FP": 100.9047619047619, + "IoU": 0.35417265367876205, + "TN": 283119.90476190473, + "TP": 234.0952380952381, + "n_pred": 335.0, + "n_ref": 488.14285714285717 + }, + "12": { + "Dice": 0.22509327468201246, + "FN": 248.0952380952381, + "FP": 94.61904761904762, + "IoU": 0.16994969795697323, + "TN": 283169.71428571426, + "TP": 196.52380952380952, + "n_pred": 291.14285714285717, + "n_ref": 444.6190476190476 + }, + "13": { + "Dice": 0.26765691273948583, + "FN": 1921.3809523809523, + "FP": 470.9047619047619, + "IoU": 0.18025109220464036, + "TN": 280253.6666666667, + "TP": 1063.0, + "n_pred": 1533.904761904762, + "n_ref": 2984.3809523809523 + }, + "14": { + "Dice": 0.6590437171364657, + "FN": 1770.2857142857142, + "FP": 149.71428571428572, + "IoU": 0.5689058070401247, + "TN": 278178.09523809527, + "TP": 3610.8571428571427, + "n_pred": 3760.5714285714284, + "n_ref": 5381.142857142857 + }, + "15": { + "Dice": 0.44892400655631787, + "FN": 184.0952380952381, + "FP": 138.85714285714286, + "IoU": 0.3965050588670048, + "TN": 282600.3333333333, + "TP": 785.6666666666666, + "n_pred": 924.5238095238095, + "n_ref": 969.7619047619048 + }, + "2": { + "Dice": 0.6160472886092676, + "FN": 4238.428571428572, + "FP": 527.0, + "IoU": 0.5478719606843984, + "TN": 272214.5238095238, + "TP": 6729.0, + "n_pred": 7256.0, + "n_ref": 10967.42857142857 + }, + "3": { + "Dice": 0.27200846592446964, + "FN": 55.42857142857143, + "FP": 3923.285714285714, + "IoU": 0.2597411619289058, + "TN": 278954.3333333333, + "TP": 775.9047619047619, + "n_pred": 4699.190476190476, + "n_ref": 831.3333333333334 + }, + "4": { + "Dice": 0.21786796328528063, + "FN": 1905.1904761904761, + "FP": 970.5714285714286, + "IoU": 0.16244798563705093, + "TN": 279739.95238095237, + "TP": 1093.2380952380952, + "n_pred": 2063.809523809524, + "n_ref": 2998.4285714285716 + }, + "5": { + "Dice": 0.48317009960060026, + "FN": 490.4761904761905, + "FP": 254.52380952380952, + "IoU": 0.3833166867727292, + "TN": 282232.71428571426, + "TP": 731.2380952380952, + "n_pred": 985.7619047619048, + "n_ref": 1221.7142857142858 + }, + "6": { + "Dice": 0.839181803142444, + "FN": 2665.1428571428573, + "FP": 2416.3809523809523, + "IoU": 0.8012951937117652, + "TN": 227503.47619047618, + "TP": 51123.95238095238, + "n_pred": 53540.333333333336, + "n_ref": 53789.09523809524 + }, + "7": { + "Dice": 0.3856569659580986, + "FN": 984.0, + "FP": 1771.0, + "IoU": 0.3201721455095092, + "TN": 276485.8095238095, + "TP": 4468.142857142857, + "n_pred": 6239.142857142857, + "n_ref": 5452.142857142857 + }, + "8": { + "Dice": 0.7023266482216579, + "FN": 154.71428571428572, + "FP": 195.28571428571428, + "IoU": 0.6497400084708298, + "TN": 278562.5238095238, + "TP": 4796.428571428572, + "n_pred": 4991.714285714285, + "n_ref": 4951.142857142857 + }, + "9": { + "Dice": 0.8793250332331263, + "FN": 561.5238095238095, + "FP": 410.1904761904762, + "IoU": 0.7864930634100974, + "TN": 278374.5238095238, + "TP": 4362.714285714285, + "n_pred": 4772.9047619047615, + "n_ref": 4924.238095238095 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9832524924365484, + "FN": 3406, + "FP": 1017, + "IoU": 0.9670567029889543, + "TN": 216203, + "TP": 129838, + "n_pred": 130855, + "n_ref": 133244 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5765699596033786, + "FN": 311, + "FP": 4301, + "IoU": 0.40505675954592363, + "TN": 517944, + "TP": 3140, + "n_pred": 7441, + "n_ref": 3451 + }, + "11": { + "Dice": 0.7635924285138945, + "FN": 523, + "FP": 64, + "IoU": 0.6175895765472312, + "TN": 524161, + "TP": 948, + "n_pred": 1012, + "n_ref": 1471 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7390335003040218, + "FN": 5941, + "FP": 3072, + "IoU": 0.5860849598163032, + "TN": 503921, + "TP": 12762, + "n_pred": 15834, + "n_ref": 18703 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8579095490542574, + "FN": 2713, + "FP": 1629, + "IoU": 0.7511747851002866, + "TN": 508246, + "TP": 13108, + "n_pred": 14737, + "n_ref": 15821 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1921, + "IoU": 0.0, + "TN": 523775, + "TP": 0, + "n_pred": 1921, + "n_ref": 0 + }, + "4": { + "Dice": 0.8399698056237026, + "FN": 3253, + "FP": 139, + "IoU": 0.7240930535220432, + "TN": 513402, + "TP": 8902, + "n_pred": 9041, + "n_ref": 12155 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9658696651757722, + "FN": 1100, + "FP": 2166, + "IoU": 0.933992198710564, + "TN": 476217, + "TP": 46213, + "n_pred": 48379, + "n_ref": 47313 + }, + "7": { + "Dice": 0.7050691244239631, + "FN": 12, + "FP": 244, + "IoU": 0.5444839857651246, + "TN": 525134, + "TP": 306, + "n_pred": 550, + "n_ref": 318 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8223485521406999, + "FN": 1600, + "FP": 400, + "IoU": 0.6982953688339116, + "TN": 519067, + "TP": 4629, + "n_pred": 5029, + "n_ref": 6229 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 5057, + "IoU": 0.0, + "TN": 170175, + "TP": 0, + "n_pred": 5057, + "n_ref": 0 + }, + "10": { + "Dice": 0.08108108108108109, + "FN": 204, + "FP": 0, + "IoU": 0.04225352112676056, + "TN": 175019, + "TP": 9, + "n_pred": 9, + "n_ref": 213 + }, + "11": { + "Dice": 0.24085079762277134, + "FN": 2414, + "FP": 13, + "IoU": 0.13691322901849218, + "TN": 172420, + "TP": 385, + "n_pred": 398, + "n_ref": 2799 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 426, + "IoU": 0.0, + "TN": 174806, + "TP": 0, + "n_pred": 426, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 36, + "FP": 90, + "IoU": 0.0, + "TN": 175106, + "TP": 0, + "n_pred": 90, + "n_ref": 36 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.12894358453861118, + "FN": 41158, + "FP": 36, + "IoU": 0.06891485658748277, + "TN": 130989, + "TP": 3049, + "n_pred": 3085, + "n_ref": 44207 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 40363, + "IoU": 0.0, + "TN": 134869, + "TP": 0, + "n_pred": 40363, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9234438117486737, + "FN": 7344, + "FP": 521, + "IoU": 0.8577757685352622, + "TN": 119932, + "TP": 47435, + "n_pred": 47956, + "n_ref": 54779 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8925954005559767, + "FN": 1025, + "FP": 675, + "IoU": 0.8060246462802373, + "TN": 166468, + "TP": 7064, + "n_pred": 7739, + "n_ref": 8089 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 15, + "FP": 0, + "IoU": 0.0, + "TN": 350449, + "TP": 0, + "n_pred": 0, + "n_ref": 15 + }, + "10": { + "Dice": 0.0, + "FN": 150, + "FP": 0, + "IoU": 0.0, + "TN": 350314, + "TP": 0, + "n_pred": 0, + "n_ref": 150 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1141, + "IoU": 0.0, + "TN": 349323, + "TP": 0, + "n_pred": 1141, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2705, + "FP": 0, + "IoU": 0.0, + "TN": 347759, + "TP": 0, + "n_pred": 0, + "n_ref": 2705 + }, + "13": { + "Dice": 0.3067717454757735, + "FN": 4496, + "FP": 254, + "IoU": 0.1811756593690743, + "TN": 344663, + "TP": 1051, + "n_pred": 1305, + "n_ref": 5547 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.2501965923984273, + "FN": 31113, + "FP": 3213, + "IoU": 0.14298554415399595, + "TN": 310411, + "TP": 5727, + "n_pred": 8940, + "n_ref": 36840 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 30288, + "IoU": 0.0, + "TN": 320176, + "TP": 0, + "n_pred": 30288, + "n_ref": 0 + }, + "4": { + "Dice": 0.47298448511758784, + "FN": 7663, + "FP": 12752, + "IoU": 0.3097443873410874, + "TN": 320888, + "TP": 9161, + "n_pred": 21913, + "n_ref": 16824 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9464908273424539, + "FN": 1338, + "FP": 7564, + "IoU": 0.8984172629032442, + "TN": 262831, + "TP": 78731, + "n_pred": 86295, + "n_ref": 80069 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1077, + "IoU": 0.0, + "TN": 349387, + "TP": 0, + "n_pred": 1077, + "n_ref": 0 + }, + "8": { + "Dice": 0.5233644859813084, + "FN": 12, + "FP": 90, + "IoU": 0.35443037974683544, + "TN": 350306, + "TP": 56, + "n_pred": 146, + "n_ref": 68 + }, + "9": { + "Dice": 0.8525345622119815, + "FN": 831, + "FP": 1217, + "IoU": 0.7429718875502008, + "TN": 342496, + "TP": 5920, + "n_pred": 7137, + "n_ref": 6751 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7664945496270797, + "FN": 531, + "FP": 283, + "IoU": 0.6213953488372093, + "TN": 173082, + "TP": 1336, + "n_pred": 1619, + "n_ref": 1867 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.37076819794763594, + "FN": 6546, + "FP": 15, + "IoU": 0.22757240404991758, + "TN": 166738, + "TP": 1933, + "n_pred": 1948, + "n_ref": 8479 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9441860779059486, + "FN": 3998, + "FP": 4271, + "IoU": 0.8942731840789658, + "TN": 97021, + "TP": 69942, + "n_pred": 74213, + "n_ref": 73940 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 1361, + "IoU": 0.0, + "TN": 173871, + "TP": 0, + "n_pred": 1361, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 175231, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "6": { + "Dice": 0.9637339761148241, + "FN": 685, + "FP": 639, + "IoU": 0.9300063438359061, + "TN": 156316, + "TP": 17592, + "n_pred": 18231, + "n_ref": 18277 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 175224, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "9": { + "Dice": 0.8493723849372385, + "FN": 163, + "FP": 53, + "IoU": 0.7381818181818182, + "TN": 174407, + "TP": 609, + "n_pred": 662, + "n_ref": 772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8117372111139963, + "FN": 618, + "FP": 107, + "IoU": 0.6831293706293706, + "TN": 172944, + "TP": 1563, + "n_pred": 1670, + "n_ref": 2181 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3722638353574286, + "FN": 16977, + "FP": 287, + "IoU": 0.22870035294643257, + "TN": 152849, + "TP": 5119, + "n_pred": 5406, + "n_ref": 22096 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.028031630285524883, + "FN": 13822, + "FP": 6705, + "IoU": 0.014215050665129904, + "TN": 154409, + "TP": 296, + "n_pred": 7001, + "n_ref": 14118 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 2181, + "IoU": 0.0, + "TN": 173051, + "TP": 0, + "n_pred": 2181, + "n_ref": 0 + }, + "6": { + "Dice": 0.8025190674171074, + "FN": 19360, + "FP": 1587, + "IoU": 0.6701727314238927, + "TN": 111723, + "TP": 42562, + "n_pred": 44149, + "n_ref": 61922 + }, + "7": { + "Dice": 0.7672393777571396, + "FN": 464, + "FP": 3546, + "IoU": 0.6223749882286468, + "TN": 164613, + "TP": 6609, + "n_pred": 10155, + "n_ref": 7073 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 95, + "IoU": 0.0, + "TN": 350369, + "TP": 0, + "n_pred": 95, + "n_ref": 0 + }, + "11": { + "Dice": 0.6666666666666666, + "FN": 4, + "FP": 0, + "IoU": 0.5, + "TN": 350456, + "TP": 4, + "n_pred": 4, + "n_ref": 8 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0776458074809431, + "FN": 15609, + "FP": 0, + "IoU": 0.04039099963113242, + "TN": 334198, + "TP": 657, + "n_pred": 657, + "n_ref": 16266 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 192, + "IoU": 0.0, + "TN": 350272, + "TP": 0, + "n_pred": 192, + "n_ref": 0 + }, + "5": { + "Dice": 0.8522483940042827, + "FN": 8, + "FP": 61, + "IoU": 0.7425373134328358, + "TN": 350196, + "TP": 199, + "n_pred": 260, + "n_ref": 207 + }, + "6": { + "Dice": 0.9720417363330441, + "FN": 1766, + "FP": 3518, + "IoU": 0.9456042824788964, + "TN": 253324, + "TP": 91856, + "n_pred": 95374, + "n_ref": 93622 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9600437876299945, + "FN": 140, + "FP": 6, + "IoU": 0.9231578947368421, + "TN": 348564, + "TP": 1754, + "n_pred": 1760, + "n_ref": 1894 + }, + "9": { + "Dice": 0.9177662107089537, + "FN": 3768, + "FP": 308, + "IoU": 0.8480295291003318, + "TN": 323643, + "TP": 22745, + "n_pred": 23053, + "n_ref": 26513 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8742300194931774, + "FN": 1249, + "FP": 1977, + "IoU": 0.7765618506718382, + "TN": 511258, + "TP": 11212, + "n_pred": 13189, + "n_ref": 12461 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6647007426823941, + "FN": 1861, + "FP": 1209, + "IoU": 0.49779159168984133, + "TN": 519583, + "TP": 3043, + "n_pred": 4252, + "n_ref": 4904 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8200459827254085, + "FN": 5563, + "FP": 229, + "IoU": 0.6949813049660329, + "TN": 506707, + "TP": 13197, + "n_pred": 13426, + "n_ref": 18760 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9712647696287492, + "FN": 351, + "FP": 60, + "IoU": 0.9441348375696615, + "TN": 518339, + "TP": 6946, + "n_pred": 7006, + "n_ref": 7297 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 295, + "IoU": 0.0, + "TN": 525401, + "TP": 0, + "n_pred": 295, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 28, + "IoU": 0.0, + "TN": 525668, + "TP": 0, + "n_pred": 28, + "n_ref": 0 + }, + "8": { + "Dice": 0.9529429119339136, + "FN": 697, + "FP": 260, + "IoU": 0.9101155255001409, + "TN": 515049, + "TP": 9690, + "n_pred": 9950, + "n_ref": 10387 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 3, + "IoU": 0.0, + "TN": 350461, + "TP": 0, + "n_pred": 3, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 29, + "IoU": 0.0, + "TN": 350435, + "TP": 0, + "n_pred": 29, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.4019577852554298, + "FN": 13562, + "FP": 123, + "IoU": 0.251531393568147, + "TN": 332180, + "TP": 4599, + "n_pred": 4722, + "n_ref": 18161 + }, + "5": { + "Dice": 0.7102234258632363, + "FN": 5625, + "FP": 1223, + "IoU": 0.5506561679790026, + "TN": 335224, + "TP": 8392, + "n_pred": 9615, + "n_ref": 14017 + }, + "6": { + "Dice": 0.9537689106163705, + "FN": 9722, + "FP": 775, + "IoU": 0.9116235603152152, + "TN": 231688, + "TP": 108279, + "n_pred": 109054, + "n_ref": 118001 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 14083, + "IoU": 0.0, + "TN": 336381, + "TP": 0, + "n_pred": 14083, + "n_ref": 0 + }, + "8": { + "Dice": 0.9745509520895577, + "FN": 198, + "FP": 1216, + "IoU": 0.9503650659926987, + "TN": 321976, + "TP": 27074, + "n_pred": 28290, + "n_ref": 27272 + }, + "9": { + "Dice": 0.8627002288329519, + "FN": 117, + "FP": 363, + "IoU": 0.7585513078470825, + "TN": 348476, + "TP": 1508, + "n_pred": 1871, + "n_ref": 1625 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.4555984555984556, + "FN": 141, + "FP": 0, + "IoU": 0.295, + "TN": 175032, + "TP": 59, + "n_pred": 59, + "n_ref": 200 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9946932300432433, + "FN": 299, + "FP": 1019, + "IoU": 0.9894424863825697, + "TN": 50392, + "TP": 123522, + "n_pred": 124541, + "n_ref": 123821 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8374283319808974, + "FN": 9529, + "FP": 2692, + "IoU": 0.7203240497059294, + "TN": 131535, + "TP": 31476, + "n_pred": 34168, + "n_ref": 41005 + }, + "15": { + "Dice": 0.019426048565121413, + "FN": 1798, + "FP": 423, + "IoU": 0.00980829246544806, + "TN": 172989, + "TP": 22, + "n_pred": 445, + "n_ref": 1820 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9433754810335349, + "FN": 80, + "FP": 23, + "IoU": 0.8928199791883454, + "TN": 349503, + "TP": 858, + "n_pred": 881, + "n_ref": 938 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9914272653750131, + "FN": 694, + "FP": 525, + "IoU": 0.983000264967158, + "TN": 278757, + "TP": 70488, + "n_pred": 71013, + "n_ref": 71182 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7408839779005525, + "FN": 821, + "FP": 117, + "IoU": 0.5884159719175077, + "TN": 523417, + "TP": 1341, + "n_pred": 1458, + "n_ref": 2162 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5791464073473798, + "FN": 1458, + "FP": 100, + "IoU": 0.40760456273764256, + "TN": 523066, + "TP": 1072, + "n_pred": 1172, + "n_ref": 2530 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9763395141923547, + "FN": 535, + "FP": 667, + "IoU": 0.9537727867087147, + "TN": 499694, + "TP": 24800, + "n_pred": 25467, + "n_ref": 25335 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 1709, + "FP": 94, + "IoU": 0.0, + "TN": 523893, + "TP": 0, + "n_pred": 94, + "n_ref": 1709 + }, + "5": { + "Dice": 0.6256174612291786, + "FN": 1651, + "FP": 1608, + "IoU": 0.45519893012370444, + "TN": 519714, + "TP": 2723, + "n_pred": 4331, + "n_ref": 4374 + }, + "6": { + "Dice": 0.935179265424421, + "FN": 4912, + "FP": 11817, + "IoU": 0.878250427568138, + "TN": 388291, + "TP": 120676, + "n_pred": 132493, + "n_ref": 125588 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 605, + "IoU": 0.0, + "TN": 525091, + "TP": 0, + "n_pred": 605, + "n_ref": 0 + }, + "8": { + "Dice": 0.9752402594328458, + "FN": 628, + "FP": 941, + "IoU": 0.9516769842003141, + "TN": 493227, + "TP": 30900, + "n_pred": 31841, + "n_ref": 31528 + }, + "9": { + "Dice": 0.8933659045370955, + "FN": 2249, + "FP": 1636, + "IoU": 0.8072821072473833, + "TN": 505537, + "TP": 16274, + "n_pred": 17910, + "n_ref": 18523 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.01382789871998505, + "FN": 10541, + "FP": 14, + "IoU": 0.006962084862169536, + "TN": 164603, + "TP": 74, + "n_pred": 88, + "n_ref": 10615 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.07329132331555986, + "FN": 3609, + "FP": 5950, + "IoU": 0.03803964979370031, + "TN": 165295, + "TP": 378, + "n_pred": 6328, + "n_ref": 3987 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 57, + "IoU": 0.0, + "TN": 175175, + "TP": 0, + "n_pred": 57, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9304336831457832, + "FN": 473, + "FP": 5029, + "IoU": 0.8699167770001891, + "TN": 132936, + "TP": 36794, + "n_pred": 41823, + "n_ref": 37267 + }, + "7": { + "Dice": 0.8675916380781775, + "FN": 6302, + "FP": 1533, + "IoU": 0.7661473256924546, + "TN": 141728, + "TP": 25669, + "n_pred": 27202, + "n_ref": 31971 + }, + "8": { + "Dice": 0.7134969325153374, + "FN": 693, + "FP": 241, + "IoU": 0.5546018121125418, + "TN": 173135, + "TP": 1163, + "n_pred": 1404, + "n_ref": 1856 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9465397952308172, + "FN": 260, + "FP": 2993, + "IoU": 0.8985055068484603, + "TN": 143181, + "TP": 28798, + "n_pred": 31791, + "n_ref": 29058 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9010547463586137, + "FN": 6475, + "FP": 223, + "IoU": 0.819926873857404, + "TN": 138036, + "TP": 30498, + "n_pred": 30721, + "n_ref": 36973 + }, + "15": { + "Dice": 0.8784219645475143, + "FN": 2068, + "FP": 2493, + "IoU": 0.7832018252685616, + "TN": 154194, + "TP": 16477, + "n_pred": 18970, + "n_ref": 18545 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 60, + "IoU": 0.0, + "TN": 350404, + "TP": 0, + "n_pred": 60, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 350463, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 350463, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 1234, + "FP": 92, + "IoU": 0.0, + "TN": 349138, + "TP": 0, + "n_pred": 92, + "n_ref": 1234 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.03187529083294555, + "FN": 8322, + "FP": 0, + "IoU": 0.016195767821255466, + "TN": 342005, + "TP": 137, + "n_pred": 137, + "n_ref": 8459 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 7862, + "IoU": 0.0, + "TN": 342602, + "TP": 0, + "n_pred": 7862, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 320, + "IoU": 0.0, + "TN": 350144, + "TP": 0, + "n_pred": 320, + "n_ref": 0 + }, + "5": { + "Dice": 0.7109313165069036, + "FN": 3016, + "FP": 271, + "IoU": 0.5515077091008324, + "TN": 343135, + "TP": 4042, + "n_pred": 4313, + "n_ref": 7058 + }, + "6": { + "Dice": 0.9706934673366834, + "FN": 3042, + "FP": 2061, + "IoU": 0.9430557725355413, + "TN": 260850, + "TP": 84511, + "n_pred": 86572, + "n_ref": 87553 + }, + "7": { + "Dice": 0.23123861566484516, + "FN": 1206, + "FP": 15676, + "IoU": 0.13073477163894753, + "TN": 331043, + "TP": 2539, + "n_pred": 18215, + "n_ref": 3745 + }, + "8": { + "Dice": 0.9689064865494352, + "FN": 553, + "FP": 782, + "IoU": 0.9396882764852045, + "TN": 328329, + "TP": 20800, + "n_pred": 21582, + "n_ref": 21353 + }, + "9": { + "Dice": 0.8761377890707922, + "FN": 1138, + "FP": 2713, + "IoU": 0.779577585713468, + "TN": 332993, + "TP": 13620, + "n_pred": 16333, + "n_ref": 14758 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.539151225343694, + "FN": 1042, + "FP": 500, + "IoU": 0.3690671031096563, + "TN": 172788, + "TP": 902, + "n_pred": 1402, + "n_ref": 1944 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 175230, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "13": { + "Dice": 0.23529411764705882, + "FN": 52, + "FP": 0, + "IoU": 0.13333333333333333, + "TN": 175172, + "TP": 8, + "n_pred": 8, + "n_ref": 60 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9560010519288734, + "FN": 947, + "FP": 1228, + "IoU": 0.9157107425205394, + "TN": 149428, + "TP": 23629, + "n_pred": 24857, + "n_ref": 24576 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9666311233770307, + "FN": 1562, + "FP": 1630, + "IoU": 0.9354172989377845, + "TN": 125807, + "TP": 46233, + "n_pred": 47863, + "n_ref": 47795 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 4, + "IoU": 0.0, + "TN": 175228, + "TP": 0, + "n_pred": 4, + "n_ref": 0 + }, + "9": { + "Dice": 0.9471042661024455, + "FN": 901, + "FP": 1249, + "IoU": 0.8995233199364426, + "TN": 153834, + "TP": 19248, + "n_pred": 20497, + "n_ref": 20149 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9488302153818937, + "FN": 642, + "FP": 1672, + "IoU": 0.9026422080107708, + "TN": 326696, + "TP": 21454, + "n_pred": 23126, + "n_ref": 22096 + }, + "10": { + "Dice": 0.7735515258735073, + "FN": 2988, + "FP": 2132, + "IoU": 0.6307248467363866, + "TN": 336599, + "TP": 8745, + "n_pred": 10877, + "n_ref": 11733 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6858589054096805, + "FN": 644, + "FP": 349, + "IoU": 0.5219065960519981, + "TN": 348387, + "TP": 1084, + "n_pred": 1433, + "n_ref": 1728 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9327944918425385, + "FN": 813, + "FP": 534, + "IoU": 0.8740532959326788, + "TN": 339769, + "TP": 9348, + "n_pred": 9882, + "n_ref": 10161 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.019372336303758234, + "FN": 5, + "FP": 7588, + "IoU": 0.009780907668231613, + "TN": 342796, + "TP": 75, + "n_pred": 7663, + "n_ref": 80 + }, + "7": { + "Dice": 0.8997739376987623, + "FN": 12680, + "FP": 399, + "IoU": 0.8178082382604093, + "TN": 278677, + "TP": 58708, + "n_pred": 59107, + "n_ref": 71388 + }, + "8": { + "Dice": 0.9547206660841856, + "FN": 328, + "FP": 553, + "IoU": 0.9133641459337202, + "TN": 340295, + "TP": 9288, + "n_pred": 9841, + "n_ref": 9616 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0392.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.4772865391304421, + "FN": 1177.7428571428572, + "FP": 390.5015873015874, + "IoU": 0.4182904259392319, + "TN": 245828.95873015875, + "TP": 2934.2253968253963, + "n_pred": 3324.726984126983, + "n_ref": 4111.968253968254 + }, + "mean": { + "1": { + "Dice": 0.6251130713580334, + "FN": 582.7619047619048, + "FP": 233.66666666666666, + "IoU": 0.5855004851787126, + "TN": 242931.38095238095, + "TP": 6583.619047619048, + "n_pred": 6817.285714285715, + "n_ref": 7166.380952380952 + }, + "10": { + "Dice": 0.6578027990467652, + "FN": 853.6190476190476, + "FP": 327.2857142857143, + "IoU": 0.5874256687736686, + "TN": 246184.7142857143, + "TP": 2965.809523809524, + "n_pred": 3293.095238095238, + "n_ref": 3819.4285714285716 + }, + "11": { + "Dice": 0.0, + "FN": 0.0, + "FP": 1.0, + "IoU": 0.0, + "TN": 250330.42857142858, + "TP": 0.0, + "n_pred": 1.0, + "n_ref": 0.0 + }, + "12": { + "Dice": 0.3935705003886327, + "FN": 185.23809523809524, + "FP": 189.47619047619048, + "IoU": 0.2978400955103613, + "TN": 249732.57142857142, + "TP": 224.14285714285714, + "n_pred": 413.6190476190476, + "n_ref": 409.3809523809524 + }, + "13": { + "Dice": 0.28322866415432796, + "FN": 470.14285714285717, + "FP": 457.4761904761905, + "IoU": 0.21521666485102833, + "TN": 248431.57142857142, + "TP": 972.2380952380952, + "n_pred": 1429.7142857142858, + "n_ref": 1442.3809523809523 + }, + "14": { + "Dice": 0.2358939195490495, + "FN": 1536.4761904761904, + "FP": 332.8095238095238, + "IoU": 0.2214339500798097, + "TN": 247360.80952380953, + "TP": 1101.3333333333333, + "n_pred": 1434.142857142857, + "n_ref": 2637.809523809524 + }, + "15": { + "Dice": 0.26438984980353275, + "FN": 632.1904761904761, + "FP": 537.6190476190476, + "IoU": 0.21907787433968695, + "TN": 248304.52380952382, + "TP": 857.0952380952381, + "n_pred": 1394.7142857142858, + "n_ref": 1489.2857142857142 + }, + "2": { + "Dice": 0.0, + "FN": 0.0, + "FP": 177.0, + "IoU": 0.0, + "TN": 250154.42857142858, + "TP": 0.0, + "n_pred": 177.0, + "n_ref": 0.0 + }, + "3": { + "Dice": 0.7910069360711456, + "FN": 271.5238095238095, + "FP": 211.57142857142858, + "IoU": 0.7299440764657895, + "TN": 244738.14285714287, + "TP": 5110.190476190476, + "n_pred": 5321.761904761905, + "n_ref": 5381.714285714285 + }, + "4": { + "Dice": 0.3350535006133521, + "FN": 242.76190476190476, + "FP": 602.952380952381, + "IoU": 0.2727906419830307, + "TN": 247724.42857142858, + "TP": 1761.2857142857142, + "n_pred": 2364.2380952380954, + "n_ref": 2004.047619047619 + }, + "5": { + "Dice": 0.7205354731166989, + "FN": 270.04761904761904, + "FP": 13.523809523809524, + "IoU": 0.5691309832190287, + "TN": 249743.52380952382, + "TP": 304.3333333333333, + "n_pred": 317.85714285714283, + "n_ref": 574.3809523809524 + }, + "6": { + "Dice": 0.643490130649464, + "FN": 542.2380952380952, + "FP": 1635.6666666666667, + "IoU": 0.5844109528194996, + "TN": 234094.80952380953, + "TP": 14058.714285714286, + "n_pred": 15694.380952380952, + "n_ref": 14600.952380952382 + }, + "7": { + "Dice": 0.4025254786101295, + "FN": 11854.238095238095, + "FP": 958.8571428571429, + "IoU": 0.32713914051377874, + "TN": 231371.47619047618, + "TP": 6146.857142857143, + "n_pred": 7105.714285714285, + "n_ref": 18001.095238095237 + }, + "8": { + "Dice": 0.9414226900882076, + "FN": 123.57142857142857, + "FP": 86.71428571428571, + "IoU": 0.8916177547578161, + "TN": 247661.04761904763, + "TP": 2460.095238095238, + "n_pred": 2546.809523809524, + "n_ref": 2583.6666666666665 + }, + "9": { + "Dice": 0.8652650735072936, + "FN": 101.33333333333333, + "FP": 91.9047619047619, + "IoU": 0.7728281005962666, + "TN": 248670.52380952382, + "TP": 1467.6666666666667, + "n_pred": 1559.5714285714287, + "n_ref": 1569.0 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8376064623759768, + "FN": 3872, + "FP": 3526, + "IoU": 0.7205876798730974, + "TN": 148755, + "TP": 19079, + "n_pred": 22605, + "n_ref": 22951 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.08619596907085816, + "FN": 5729, + "FP": 1480, + "IoU": 0.04503907802357928, + "TN": 167683, + "TP": 340, + "n_pred": 1820, + "n_ref": 6069 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 83, + "IoU": 0.0, + "TN": 175149, + "TP": 0, + "n_pred": 83, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8745650678955957, + "FN": 2233, + "FP": 9988, + "IoU": 0.7770907432740538, + "TN": 120407, + "TP": 42604, + "n_pred": 52592, + "n_ref": 44837 + }, + "7": { + "Dice": 0.40543651496369754, + "FN": 26537, + "FP": 323, + "IoU": 0.25426175800988393, + "TN": 139214, + "TP": 9158, + "n_pred": 9481, + "n_ref": 35695 + }, + "8": { + "Dice": 0.876372509150061, + "FN": 595, + "FP": 13, + "IoU": 0.7799493304379298, + "TN": 172469, + "TP": 2155, + "n_pred": 2168, + "n_ref": 2750 + }, + "9": { + "Dice": 0.7494172494172494, + "FN": 110, + "FP": 320, + "IoU": 0.5992544268406338, + "TN": 174159, + "TP": 643, + "n_pred": 963, + "n_ref": 753 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.16954377311960542, + "FN": 42, + "FP": 2652, + "IoU": 0.09262377905018525, + "TN": 172263, + "TP": 275, + "n_pred": 2927, + "n_ref": 317 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8682250546123811, + "FN": 4161, + "FP": 3500, + "IoU": 0.7671357792030153, + "TN": 142333, + "TP": 25238, + "n_pred": 28738, + "n_ref": 29399 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9590969652109549, + "FN": 2256, + "FP": 3270, + "IoU": 0.9214085588724702, + "TN": 104919, + "TP": 64787, + "n_pred": 68057, + "n_ref": 67043 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 662, + "IoU": 0.0, + "TN": 174570, + "TP": 0, + "n_pred": 662, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9067415730337078, + "FN": 1776, + "FP": 216, + "IoU": 0.829393627954779, + "TN": 163556, + "TP": 9684, + "n_pred": 9900, + "n_ref": 11460 + }, + "10": { + "Dice": 0.0, + "FN": 2080, + "FP": 185, + "IoU": 0.0, + "TN": 172967, + "TP": 0, + "n_pred": 185, + "n_ref": 2080 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 21, + "IoU": 0.0, + "TN": 175211, + "TP": 0, + "n_pred": 21, + "n_ref": 0 + }, + "12": { + "Dice": 0.40166061235080436, + "FN": 1570, + "FP": 3042, + "IoU": 0.2512987012987013, + "TN": 169072, + "TP": 1548, + "n_pred": 4590, + "n_ref": 3118 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1070, + "IoU": 0.0, + "TN": 174162, + "TP": 0, + "n_pred": 1070, + "n_ref": 0 + }, + "3": { + "Dice": 0.9120051914341337, + "FN": 1931, + "FP": 781, + "IoU": 0.8382440653703924, + "TN": 158466, + "TP": 14054, + "n_pred": 14835, + "n_ref": 15985 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 362, + "IoU": 0.0, + "TN": 174870, + "TP": 0, + "n_pred": 362, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2667, + "IoU": 0.0, + "TN": 172565, + "TP": 0, + "n_pred": 2667, + "n_ref": 0 + }, + "8": { + "Dice": 0.9640405204282491, + "FN": 486, + "FP": 263, + "IoU": 0.9305774399851701, + "TN": 164443, + "TP": 10040, + "n_pred": 10303, + "n_ref": 10526 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9359047956912955, + "FN": 8572, + "FP": 1365, + "IoU": 0.8795310719394807, + "TN": 267978, + "TP": 72549, + "n_pred": 73914, + "n_ref": 81121 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.7739837398373983, + "FN": 371, + "FP": 1992, + "IoU": 0.6312997347480106, + "TN": 344055, + "TP": 4046, + "n_pred": 6038, + "n_ref": 4417 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9377645718007164, + "FN": 2666, + "FP": 392, + "IoU": 0.8828217802812584, + "TN": 324367, + "TP": 23039, + "n_pred": 23431, + "n_ref": 25705 + }, + "15": { + "Dice": 0.7931695494105983, + "FN": 6052, + "FP": 3335, + "IoU": 0.6572336230190609, + "TN": 323078, + "TP": 17999, + "n_pred": 21334, + "n_ref": 24051 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 203, + "IoU": 0.0, + "TN": 175029, + "TP": 0, + "n_pred": 203, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 137, + "IoU": 0.0, + "TN": 175095, + "TP": 0, + "n_pred": 137, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 233, + "IoU": 0.0, + "TN": 174999, + "TP": 0, + "n_pred": 233, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8537880382663204, + "FN": 4843, + "FP": 1408, + "IoU": 0.7448779691453759, + "TN": 325962, + "TP": 18251, + "n_pred": 19659, + "n_ref": 23094 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4608294930875576, + "FN": 113, + "FP": 4, + "IoU": 0.2994011976047904, + "TN": 350297, + "TP": 50, + "n_pred": 54, + "n_ref": 163 + }, + "13": { + "Dice": 0.8337773659214641, + "FN": 3358, + "FP": 3817, + "IoU": 0.7149384187524831, + "TN": 325294, + "TP": 17995, + "n_pred": 21812, + "n_ref": 21353 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.10416666666666667, + "FN": 0, + "FP": 86, + "IoU": 0.054945054945054944, + "TN": 350373, + "TP": 5, + "n_pred": 91, + "n_ref": 5 + }, + "5": { + "Dice": 0.6415690782383792, + "FN": 4736, + "FP": 253, + "IoU": 0.4722868627036175, + "TN": 341010, + "TP": 4465, + "n_pred": 4718, + "n_ref": 9201 + }, + "6": { + "Dice": 0.7026175811870101, + "FN": 514, + "FP": 16482, + "IoU": 0.5415655176134218, + "TN": 313390, + "TP": 20078, + "n_pred": 36560, + "n_ref": 20592 + }, + "7": { + "Dice": 0.8144727445846227, + "FN": 6745, + "FP": 1049, + "IoU": 0.6870130913179664, + "TN": 325562, + "TP": 17108, + "n_pred": 18157, + "n_ref": 23853 + }, + "8": { + "Dice": 0.9612962210483543, + "FN": 969, + "FP": 555, + "IoU": 0.9254767726161369, + "TN": 330014, + "TP": 18926, + "n_pred": 19481, + "n_ref": 19895 + }, + "9": { + "Dice": 0.9608838337511976, + "FN": 1266, + "FP": 653, + "IoU": 0.9247126211306839, + "TN": 324975, + "TP": 23570, + "n_pred": 24223, + "n_ref": 24836 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.909967845659164, + "FN": 104, + "FP": 64, + "IoU": 0.8348082595870207, + "TN": 174215, + "TP": 849, + "n_pred": 913, + "n_ref": 953 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.08638277698764606, + "FN": 163528, + "FP": 279, + "IoU": 0.04514109506793898, + "TN": 3681, + "TP": 7744, + "n_pred": 8023, + "n_ref": 171272 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9894100920803788, + "FN": 2053, + "FP": 338, + "IoU": 0.9790421261153867, + "TN": 236378, + "TP": 111695, + "n_pred": 112033, + "n_ref": 113748 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9455909943714822, + "FN": 6, + "FP": 23, + "IoU": 0.896797153024911, + "TN": 174951, + "TP": 252, + "n_pred": 275, + "n_ref": 258 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6098548768140398, + "FN": 744, + "FP": 1568, + "IoU": 0.4386987132799223, + "TN": 171113, + "TP": 1807, + "n_pred": 3375, + "n_ref": 2551 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7028757817877128, + "FN": 937, + "FP": 8992, + "IoU": 0.5418723757670835, + "TN": 153559, + "TP": 11744, + "n_pred": 20736, + "n_ref": 12681 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9708837175318745, + "FN": 1459, + "FP": 932, + "IoU": 0.9434149804756834, + "TN": 132977, + "TP": 39864, + "n_pred": 40796, + "n_ref": 41323 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 36, + "IoU": 0.0, + "TN": 175196, + "TP": 0, + "n_pred": 36, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.005811106395481701, + "FN": 29600, + "FP": 853, + "IoU": 0.0029140200379804857, + "TN": 319922, + "TP": 89, + "n_pred": 942, + "n_ref": 29689 + }, + "15": { + "Dice": 0.0, + "FN": 7224, + "FP": 0, + "IoU": 0.0, + "TN": 343240, + "TP": 0, + "n_pred": 0, + "n_ref": 7224 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.7883817427385892, + "FN": 51, + "FP": 0, + "IoU": 0.6506849315068494, + "TN": 350318, + "TP": 95, + "n_pred": 95, + "n_ref": 146 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.018369690011481057, + "FN": 0, + "FP": 855, + "IoU": 0.009269988412514484, + "TN": 349601, + "TP": 8, + "n_pred": 863, + "n_ref": 8 + }, + "10": { + "Dice": 0.8716711956521739, + "FN": 3399, + "FP": 379, + "IoU": 0.7725329640556325, + "TN": 333855, + "TP": 12831, + "n_pred": 13210, + "n_ref": 16230 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 208, + "FP": 198, + "IoU": 0.0, + "TN": 350058, + "TP": 0, + "n_pred": 198, + "n_ref": 208 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 50, + "IoU": 0.0, + "TN": 350414, + "TP": 0, + "n_pred": 50, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 41, + "IoU": 0.0, + "TN": 350423, + "TP": 0, + "n_pred": 41, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 2438, + "IoU": 0.0, + "TN": 348026, + "TP": 0, + "n_pred": 2438, + "n_ref": 0 + }, + "3": { + "Dice": 0.9375770020533881, + "FN": 130, + "FP": 174, + "IoU": 0.8824893699265559, + "TN": 347877, + "TP": 2283, + "n_pred": 2457, + "n_ref": 2413 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8650754390304229, + "FN": 1053, + "FP": 1129, + "IoU": 0.7622316661218264, + "TN": 341287, + "TP": 6995, + "n_pred": 8124, + "n_ref": 8048 + }, + "7": { + "Dice": 0.7520069559481602, + "FN": 31896, + "FP": 1189, + "IoU": 0.6025730347876225, + "TN": 267216, + "TP": 50163, + "n_pred": 51352, + "n_ref": 82059 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.978855135181456, + "FN": 1550, + "FP": 424, + "IoU": 0.9585859645442149, + "TN": 302799, + "TP": 45691, + "n_pred": 46115, + "n_ref": 47241 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 6, + "FP": 36, + "IoU": 0.0, + "TN": 350422, + "TP": 0, + "n_pred": 36, + "n_ref": 6 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9735464485952359, + "FN": 1203, + "FP": 505, + "IoU": 0.9484564082445605, + "TN": 317327, + "TP": 31429, + "n_pred": 31934, + "n_ref": 32632 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.9549774108116529, + "FN": 537, + "FP": 330, + "IoU": 0.9138342277877162, + "TN": 340402, + "TP": 9195, + "n_pred": 9525, + "n_ref": 9732 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 365, + "IoU": 0.0, + "TN": 174867, + "TP": 0, + "n_pred": 365, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 830, + "FP": 0, + "IoU": 0.0, + "TN": 174402, + "TP": 0, + "n_pred": 0, + "n_ref": 830 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6144852224748295, + "FN": 1760, + "FP": 614, + "IoU": 0.4435067979371777, + "TN": 170966, + "TP": 1892, + "n_pred": 2506, + "n_ref": 3652 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9676556795392606, + "FN": 513, + "FP": 116, + "IoU": 0.937338115162383, + "TN": 165194, + "TP": 9409, + "n_pred": 9525, + "n_ref": 9922 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 175231, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "5": { + "Dice": 0.7995018679950187, + "FN": 935, + "FP": 31, + "IoU": 0.6659751037344398, + "TN": 172340, + "TP": 1926, + "n_pred": 1957, + "n_ref": 2861 + }, + "6": { + "Dice": 0.8589077473732826, + "FN": 1296, + "FP": 1148, + "IoU": 0.7527066680157847, + "TN": 165349, + "TP": 7439, + "n_pred": 8587, + "n_ref": 8735 + }, + "7": { + "Dice": 0.7359316838186993, + "FN": 1519, + "FP": 893, + "IoU": 0.5821929672613892, + "TN": 169459, + "TP": 3361, + "n_pred": 4254, + "n_ref": 4880 + }, + "8": { + "Dice": 0.9639815097261656, + "FN": 545, + "FP": 990, + "IoU": 0.9304674759920275, + "TN": 153156, + "TP": 20541, + "n_pred": 21531, + "n_ref": 21086 + }, + "9": { + "Dice": 0.8854941373534339, + "FN": 752, + "FP": 957, + "IoU": 0.7945172538174823, + "TN": 166915, + "TP": 6608, + "n_pred": 7565, + "n_ref": 7360 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 5703, + "IoU": 0.0, + "TN": 169529, + "TP": 0, + "n_pred": 5703, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 7955, + "IoU": 0.0, + "TN": 167277, + "TP": 0, + "n_pred": 7955, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 6, + "IoU": 0.0, + "TN": 175226, + "TP": 0, + "n_pred": 6, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 175222, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 499, + "IoU": 0.0, + "TN": 174733, + "TP": 0, + "n_pred": 499, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9108072342302602, + "FN": 340, + "FP": 1682, + "IoU": 0.8362222582212863, + "TN": 338118, + "TP": 10324, + "n_pred": 12006, + "n_ref": 10664 + }, + "10": { + "Dice": 0.8437978560490046, + "FN": 2792, + "FP": 1288, + "IoU": 0.7298013245033113, + "TN": 335364, + "TP": 11020, + "n_pred": 12308, + "n_ref": 13812 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8844476744186046, + "FN": 233, + "FP": 85, + "IoU": 0.7928338762214984, + "TN": 348929, + "TP": 1217, + "n_pred": 1302, + "n_ref": 1450 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 40, + "IoU": 0.0, + "TN": 350424, + "TP": 0, + "n_pred": 40, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9749056843711585, + "FN": 1503, + "FP": 865, + "IoU": 0.951039986767564, + "TN": 302098, + "TP": 45998, + "n_pred": 46863, + "n_ref": 47501 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8578348268345847, + "FN": 523, + "FP": 64, + "IoU": 0.7510602205258694, + "TN": 348106, + "TP": 1771, + "n_pred": 1835, + "n_ref": 2294 + }, + "7": { + "Dice": 0.6785721775969463, + "FN": 18177, + "FP": 12475, + "IoU": 0.5135143714190487, + "TN": 287457, + "TP": 32355, + "n_pred": 44830, + "n_ref": 50532 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0401.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.5453251800912909, + "FN": 694.8060606060607, + "FP": 754.8393939393939, + "IoU": 0.4666960990328761, + "TN": 249230.7181818182, + "TP": 4202.545454545454, + "n_pred": 4957.384848484848, + "n_ref": 4897.351515151516 + }, + "mean": { + "1": { + "Dice": 0.4709454111603968, + "FN": 716.4545454545455, + "FP": 293.77272727272725, + "IoU": 0.4344425733964993, + "TN": 250780.86363636365, + "TP": 3091.818181818182, + "n_pred": 3385.590909090909, + "n_ref": 3808.2727272727275 + }, + "10": { + "Dice": 0.38877468950997274, + "FN": 870.8181818181819, + "FP": 729.2727272727273, + "IoU": 0.3205014211843706, + "TN": 249974.45454545456, + "TP": 3308.3636363636365, + "n_pred": 4037.6363636363635, + "n_ref": 4179.181818181818 + }, + "11": { + "Dice": 0.6063368762263879, + "FN": 264.1363636363636, + "FP": 70.27272727272727, + "IoU": 0.4671066404038106, + "TN": 254240.45454545456, + "TP": 308.04545454545456, + "n_pred": 378.3181818181818, + "n_ref": 572.1818181818181 + }, + "12": { + "Dice": 0.2990421359086893, + "FN": 128.4090909090909, + "FP": 89.4090909090909, + "IoU": 0.21580723111768138, + "TN": 254429.9090909091, + "TP": 235.1818181818182, + "n_pred": 324.59090909090907, + "n_ref": 363.59090909090907 + }, + "13": { + "Dice": 0.5637359500515363, + "FN": 618.4545454545455, + "FP": 960.9090909090909, + "IoU": 0.42981548181941015, + "TN": 251884.72727272726, + "TP": 1418.8181818181818, + "n_pred": 2379.7272727272725, + "n_ref": 2037.2727272727273 + }, + "14": { + "Dice": 0.6834287149633903, + "FN": 595.4090909090909, + "FP": 1286.4545454545455, + "IoU": 0.5370363238391351, + "TN": 251331.9090909091, + "TP": 1669.1363636363637, + "n_pred": 2955.590909090909, + "n_ref": 2264.5454545454545 + }, + "15": { + "Dice": 0.3751447362627129, + "FN": 1188.6363636363637, + "FP": 788.1818181818181, + "IoU": 0.30238024435957656, + "TN": 249898.5, + "TP": 3007.590909090909, + "n_pred": 3795.7727272727275, + "n_ref": 4196.227272727273 + }, + "2": { + "Dice": 0.5977117632839817, + "FN": 495.77272727272725, + "FP": 659.8636363636364, + "IoU": 0.5647339513945254, + "TN": 245729.13636363635, + "TP": 7998.136363636364, + "n_pred": 8658.0, + "n_ref": 8493.90909090909 + }, + "3": { + "Dice": 0.6720993364488214, + "FN": 717.3181818181819, + "FP": 755.3181818181819, + "IoU": 0.63551766424053, + "TN": 244966.04545454544, + "TP": 8444.227272727272, + "n_pred": 9199.545454545454, + "n_ref": 9161.545454545454 + }, + "4": { + "Dice": 0.2911930048288789, + "FN": 301.59090909090907, + "FP": 185.0909090909091, + "IoU": 0.22895779193129626, + "TN": 253913.31818181818, + "TP": 482.90909090909093, + "n_pred": 668.0, + "n_ref": 784.5 + }, + "5": { + "Dice": 0.8154788677547482, + "FN": 122.54545454545455, + "FP": 67.18181818181819, + "IoU": 0.6997503794211961, + "TN": 254226.22727272726, + "TP": 466.95454545454544, + "n_pred": 534.1363636363636, + "n_ref": 589.5 + }, + "6": { + "Dice": 0.716071972022592, + "FN": 1180.6363636363637, + "FP": 3625.4545454545455, + "IoU": 0.6701430910956834, + "TN": 227870.4090909091, + "TP": 22206.409090909092, + "n_pred": 25831.863636363636, + "n_ref": 23387.045454545456 + }, + "7": { + "Dice": 0.5307882931278767, + "FN": 1833.0, + "FP": 525.2272727272727, + "IoU": 0.4548421363867078, + "TN": 248025.54545454544, + "TP": 4499.136363636364, + "n_pred": 5024.363636363636, + "n_ref": 6332.136363636364 + }, + "8": { + "Dice": 0.6704544536025806, + "FN": 916.8636363636364, + "FP": 893.0909090909091, + "IoU": 0.6129351489726734, + "TN": 249012.22727272726, + "TP": 4060.7272727272725, + "n_pred": 4953.818181818182, + "n_ref": 4977.590909090909 + }, + "9": { + "Dice": 0.49867149621679857, + "FN": 472.04545454545456, + "FP": 393.09090909090907, + "IoU": 0.42647140593004695, + "TN": 252177.04545454544, + "TP": 1840.7272727272727, + "n_pred": 2233.818181818182, + "n_ref": 2312.7727272727275 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 350457, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "10": { + "Dice": 0.5600542097238692, + "FN": 1533, + "FP": 1064, + "IoU": 0.38894117647058823, + "TN": 346214, + "TP": 1653, + "n_pred": 2717, + "n_ref": 3186 + }, + "11": { + "Dice": 0.46664821477996127, + "FN": 1581, + "FP": 346, + "IoU": 0.3043321299638989, + "TN": 347694, + "TP": 843, + "n_pred": 1189, + "n_ref": 2424 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 114, + "IoU": 0.0, + "TN": 350350, + "TP": 0, + "n_pred": 114, + "n_ref": 0 + }, + "13": { + "Dice": 0.5843586177383118, + "FN": 905, + "FP": 2980, + "IoU": 0.4127871825876663, + "TN": 343848, + "TP": 2731, + "n_pred": 5711, + "n_ref": 3636 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8993825904064048, + "FN": 898, + "FP": 585, + "IoU": 0.8171618789298484, + "TN": 342353, + "TP": 6628, + "n_pred": 7213, + "n_ref": 7526 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 3643, + "FP": 0, + "IoU": 0.0, + "TN": 346821, + "TP": 0, + "n_pred": 0, + "n_ref": 3643 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.916235563041386, + "FN": 3613, + "FP": 1957, + "IoU": 0.8454194765909028, + "TN": 314431, + "TP": 30463, + "n_pred": 32420, + "n_ref": 34076 + }, + "7": { + "Dice": 0.0, + "FN": 1, + "FP": 0, + "IoU": 0.0, + "TN": 350463, + "TP": 0, + "n_pred": 0, + "n_ref": 1 + }, + "8": { + "Dice": 0.8901181795323108, + "FN": 362, + "FP": 1823, + "IoU": 0.8019936565473493, + "TN": 339429, + "TP": 8850, + "n_pred": 10673, + "n_ref": 9212 + }, + "9": { + "Dice": 0.6108856863019448, + "FN": 4671, + "FP": 891, + "IoU": 0.43976631748589845, + "TN": 340536, + "TP": 4366, + "n_pred": 5257, + "n_ref": 9037 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.344151212553495, + "FN": 3665, + "FP": 13, + "IoU": 0.20783975877665303, + "TN": 170589, + "TP": 965, + "n_pred": 978, + "n_ref": 4630 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6699749537698088, + "FN": 9222, + "FP": 4877, + "IoU": 0.5037310806054206, + "TN": 146822, + "TP": 14311, + "n_pred": 19188, + "n_ref": 23533 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.955012627797361, + "FN": 1664, + "FP": 1667, + "IoU": 0.9138987256701218, + "TN": 136545, + "TP": 35356, + "n_pred": 37023, + "n_ref": 37020 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.532983508245877, + "FN": 1241, + "FP": 5, + "IoU": 0.3633111905978539, + "TN": 173275, + "TP": 711, + "n_pred": 716, + "n_ref": 1952 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9699322930570049, + "FN": 792, + "FP": 447, + "IoU": 0.9416199406304481, + "TN": 154009, + "TP": 19984, + "n_pred": 20431, + "n_ref": 20776 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8329331046312178, + "FN": 208, + "FP": 279, + "IoU": 0.713697824808936, + "TN": 173531, + "TP": 1214, + "n_pred": 1493, + "n_ref": 1422 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9659380678546591, + "FN": 1859, + "FP": 2696, + "IoU": 0.9341201313258414, + "TN": 106091, + "TP": 64586, + "n_pred": 67282, + "n_ref": 66445 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9847715081493708, + "FN": 1540, + "FP": 822, + "IoU": 0.9699998729884547, + "TN": 96499, + "TP": 76371, + "n_pred": 77193, + "n_ref": 77911 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.7188797682279092, + "FN": 2260, + "FP": 651, + "IoU": 0.5611337253128298, + "TN": 168599, + "TP": 3722, + "n_pred": 4373, + "n_ref": 5982 + }, + "6": { + "Dice": 0.8398505149940753, + "FN": 2777, + "FP": 737, + "IoU": 0.7239157762413576, + "TN": 162504, + "TP": 9214, + "n_pred": 9951, + "n_ref": 11991 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9219106856504203, + "FN": 861, + "FP": 2353, + "IoU": 0.8551338682051745, + "TN": 153046, + "TP": 18972, + "n_pred": 21325, + "n_ref": 19833 + }, + "9": { + "Dice": 0.9196679898953446, + "FN": 1532, + "FP": 694, + "IoU": 0.851282736504543, + "TN": 160264, + "TP": 12742, + "n_pred": 13436, + "n_ref": 14274 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 27, + "FP": 0, + "IoU": 0.0, + "TN": 350437, + "TP": 0, + "n_pred": 0, + "n_ref": 27 + }, + "11": { + "Dice": 0.7885567577480286, + "FN": 405, + "FP": 748, + "IoU": 0.6509234029669997, + "TN": 347161, + "TP": 2150, + "n_pred": 2898, + "n_ref": 2555 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7834200837882442, + "FN": 799, + "FP": 2613, + "IoU": 0.6439528331420223, + "TN": 340881, + "TP": 6171, + "n_pred": 8784, + "n_ref": 6970 + }, + "14": { + "Dice": 0.8571428571428571, + "FN": 324, + "FP": 955, + "IoU": 0.75, + "TN": 345348, + "TP": 3837, + "n_pred": 4792, + "n_ref": 4161 + }, + "15": { + "Dice": 0.6571897211591033, + "FN": 12954, + "FP": 840, + "IoU": 0.48941368078175895, + "TN": 323448, + "TP": 13222, + "n_pred": 14062, + "n_ref": 26176 + }, + "2": { + "Dice": 0.9608388941849381, + "FN": 1006, + "FP": 1048, + "IoU": 0.9246293849992661, + "TN": 323212, + "TP": 25198, + "n_pred": 26246, + "n_ref": 26204 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6277324632952692, + "FN": 1007, + "FP": 134, + "IoU": 0.4574417498811222, + "TN": 348361, + "TP": 962, + "n_pred": 1096, + "n_ref": 1969 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9689186602870813, + "FN": 1310, + "FP": 1938, + "IoU": 0.9397111779336972, + "TN": 296590, + "TP": 50626, + "n_pred": 52564, + "n_ref": 51936 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9196185286103542, + "FN": 1734, + "FP": 1334, + "IoU": 0.8511979823455234, + "TN": 329846, + "TP": 17550, + "n_pred": 18884, + "n_ref": 19284 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8738170347003155, + "FN": 53, + "FP": 27, + "IoU": 0.7759103641456583, + "TN": 350107, + "TP": 277, + "n_pred": 304, + "n_ref": 330 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 3458, + "IoU": 0.0, + "TN": 347006, + "TP": 0, + "n_pred": 3458, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9287849337667217, + "FN": 2281, + "FP": 6439, + "IoU": 0.8670387143009621, + "TN": 284881, + "TP": 56863, + "n_pred": 63302, + "n_ref": 59144 + }, + "4": { + "Dice": 0.877635062261006, + "FN": 744, + "FP": 1752, + "IoU": 0.7819516030400978, + "TN": 339017, + "TP": 8951, + "n_pred": 10703, + "n_ref": 9695 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.941180141017908, + "FN": 3034, + "FP": 2622, + "IoU": 0.8888954367768677, + "TN": 299557, + "TP": 45251, + "n_pred": 47873, + "n_ref": 48285 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 170, + "IoU": 0.0, + "TN": 350294, + "TP": 0, + "n_pred": 170, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1537, + "IoU": 0.0, + "TN": 348927, + "TP": 0, + "n_pred": 1537, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1360, + "IoU": 0.0, + "TN": 349104, + "TP": 0, + "n_pred": 1360, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.891810962114308, + "FN": 724, + "FP": 107, + "IoU": 0.8047462406015038, + "TN": 170976, + "TP": 3425, + "n_pred": 3532, + "n_ref": 4149 + }, + "10": { + "Dice": 0.7920805191365382, + "FN": 2510, + "FP": 630, + "IoU": 0.6557395022475606, + "TN": 166111, + "TP": 5981, + "n_pred": 6611, + "n_ref": 8491 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7139253949289791, + "FN": 1220, + "FP": 935, + "IoU": 0.5551197357555739, + "TN": 170388, + "TP": 2689, + "n_pred": 3624, + "n_ref": 3909 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1141, + "IoU": 0.0, + "TN": 174091, + "TP": 0, + "n_pred": 1141, + "n_ref": 0 + }, + "3": { + "Dice": 0.9282459870557723, + "FN": 1995, + "FP": 1076, + "IoU": 0.8660998473948114, + "TN": 152297, + "TP": 19864, + "n_pred": 20940, + "n_ref": 21859 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 22, + "FP": 150, + "IoU": 0.0, + "TN": 175060, + "TP": 0, + "n_pred": 150, + "n_ref": 22 + }, + "7": { + "Dice": 0.9481003682609391, + "FN": 1826, + "FP": 443, + "IoU": 0.9013220840219187, + "TN": 152238, + "TP": 20725, + "n_pred": 21168, + "n_ref": 22551 + }, + "8": { + "Dice": 0.9698509776897235, + "FN": 375, + "FP": 325, + "IoU": 0.9414666778158709, + "TN": 163273, + "TP": 11259, + "n_pred": 11584, + "n_ref": 11634 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.07815759910126785, + "FN": 11484, + "FP": 4, + "IoU": 0.04066805845511482, + "TN": 163257, + "TP": 487, + "n_pred": 491, + "n_ref": 11971 + }, + "10": { + "Dice": 0.0, + "FN": 544, + "FP": 4273, + "IoU": 0.0, + "TN": 170415, + "TP": 0, + "n_pred": 4273, + "n_ref": 544 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.21621621621621623, + "FN": 28, + "FP": 30, + "IoU": 0.12121212121212122, + "TN": 175166, + "TP": 8, + "n_pred": 38, + "n_ref": 36 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 61, + "IoU": 0.0, + "TN": 175171, + "TP": 0, + "n_pred": 61, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 209, + "IoU": 0.0, + "TN": 175023, + "TP": 0, + "n_pred": 209, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.22457060893231498, + "FN": 789, + "FP": 62462, + "IoU": 0.12648805413616904, + "TN": 102822, + "TP": 9159, + "n_pred": 71621, + "n_ref": 9948 + }, + "7": { + "Dice": 0.6931811169392162, + "FN": 28037, + "FP": 1795, + "IoU": 0.5304339613731879, + "TN": 111701, + "TP": 33699, + "n_pred": 35494, + "n_ref": 61736 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6833765315739868, + "FN": 1716, + "FP": 19784, + "IoU": 0.5190371795445394, + "TN": 130530, + "TP": 23202, + "n_pred": 42986, + "n_ref": 24918 + }, + "15": { + "Dice": 0.8080948684316193, + "FN": 1504, + "FP": 5665, + "IoU": 0.6779858958810583, + "TN": 152969, + "TP": 15094, + "n_pred": 20759, + "n_ref": 16598 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9791370646335124, + "FN": 992, + "FP": 212, + "IoU": 0.959126862884883, + "TN": 321007, + "TP": 28253, + "n_pred": 28465, + "n_ref": 29245 + }, + "10": { + "Dice": 0.7926479035037335, + "FN": 1077, + "FP": 728, + "IoU": 0.6565176022835395, + "TN": 345209, + "TP": 3450, + "n_pred": 4178, + "n_ref": 4527 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.682279023275739, + "FN": 1387, + "FP": 838, + "IoU": 0.5177719982661465, + "TN": 345850, + "TP": 2389, + "n_pred": 3227, + "n_ref": 3776 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9795760159813948, + "FN": 415, + "FP": 270, + "IoU": 0.9599696119682094, + "TN": 333352, + "TP": 16427, + "n_pred": 16697, + "n_ref": 16842 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 5, + "IoU": 0.0, + "TN": 350459, + "TP": 0, + "n_pred": 5, + "n_ref": 0 + }, + "7": { + "Dice": 0.4657534246575342, + "FN": 389, + "FP": 1, + "IoU": 0.30357142857142855, + "TN": 349904, + "TP": 170, + "n_pred": 171, + "n_ref": 559 + }, + "8": { + "Dice": 0.9645708582834331, + "FN": 26, + "FP": 400, + "IoU": 0.931566265060241, + "TN": 344239, + "TP": 5799, + "n_pred": 6199, + "n_ref": 5825 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2102, + "IoU": 0.0, + "TN": 523594, + "TP": 0, + "n_pred": 2102, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.8284252730540578, + "FN": 943, + "FP": 298, + "IoU": 0.7071040830776493, + "TN": 521459, + "TP": 2996, + "n_pred": 3294, + "n_ref": 3939 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8724324591541637, + "FN": 4706, + "FP": 455, + "IoU": 0.773729668113464, + "TN": 502887, + "TP": 17648, + "n_pred": 18103, + "n_ref": 22354 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3745, + "IoU": 0.0, + "TN": 521951, + "TP": 0, + "n_pred": 3745, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9328339575530586, + "FN": 4969, + "FP": 680, + "IoU": 0.8741226017781937, + "TN": 480819, + "TP": 39228, + "n_pred": 39908, + "n_ref": 44197 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.6956616052060738, + "FN": 17275, + "FP": 10785, + "IoU": 0.5333444204224181, + "TN": 465566, + "TP": 32070, + "n_pred": 42855, + "n_ref": 49345 + }, + "9": { + "Dice": 0.0, + "FN": 23, + "FP": 2155, + "IoU": 0.0, + "TN": 523518, + "TP": 0, + "n_pred": 2155, + "n_ref": 23 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9069944145993575, + "FN": 5907, + "FP": 1070, + "IoU": 0.8298168158645755, + "TN": 309467, + "TP": 34020, + "n_pred": 35090, + "n_ref": 39927 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.729632945389436, + "FN": 60, + "FP": 544, + "IoU": 0.5743481324876674, + "TN": 349045, + "TP": 815, + "n_pred": 1359, + "n_ref": 875 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 350463, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 4335, + "IoU": 0.0, + "TN": 346129, + "TP": 0, + "n_pred": 4335, + "n_ref": 0 + }, + "3": { + "Dice": 0.9038431697098226, + "FN": 8646, + "FP": 649, + "IoU": 0.824556436391091, + "TN": 297484, + "TP": 43685, + "n_pred": 44334, + "n_ref": 52331 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 180, + "IoU": 0.0, + "TN": 350284, + "TP": 0, + "n_pred": 180, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9136847764002285, + "FN": 2198, + "FP": 371, + "IoU": 0.8410862303600148, + "TN": 334298, + "TP": 13597, + "n_pred": 13968, + "n_ref": 15795 + }, + "7": { + "Dice": 0.44254510921177587, + "FN": 1147, + "FP": 27, + "IoU": 0.2841463414634146, + "TN": 348824, + "TP": 466, + "n_pred": 493, + "n_ref": 1613 + }, + "8": { + "Dice": 0.9261939218523878, + "FN": 175, + "FP": 29, + "IoU": 0.862533692722372, + "TN": 348980, + "TP": 1280, + "n_pred": 1309, + "n_ref": 1455 + }, + "9": { + "Dice": 0.9579953127816838, + "FN": 114, + "FP": 119, + "IoU": 0.9193771626297578, + "TN": 347574, + "TP": 2657, + "n_pred": 2776, + "n_ref": 2771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 2343, + "IoU": 0.0, + "TN": 172889, + "TP": 0, + "n_pred": 2343, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 175221, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1054, + "IoU": 0.0, + "TN": 174178, + "TP": 0, + "n_pred": 1054, + "n_ref": 0 + }, + "3": { + "Dice": 0.9642452486280383, + "FN": 2444, + "FP": 1185, + "IoU": 0.9309590396286361, + "TN": 122669, + "TP": 48934, + "n_pred": 50119, + "n_ref": 51378 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 1646, + "IoU": 0.0, + "TN": 173586, + "TP": 0, + "n_pred": 1646, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.880593325092707, + "FN": 3895, + "FP": 3350, + "IoU": 0.786660777385159, + "TN": 141272, + "TP": 26715, + "n_pred": 30065, + "n_ref": 30610 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.4808743169398907, + "FN": 190, + "FP": 0, + "IoU": 0.31654676258992803, + "TN": 174954, + "TP": 88, + "n_pred": 88, + "n_ref": 278 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 3750, + "IoU": 0.0, + "TN": 171482, + "TP": 0, + "n_pred": 3750, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1792, + "IoU": 0.0, + "TN": 173440, + "TP": 0, + "n_pred": 1792, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8636129696345857, + "FN": 115, + "FP": 1475, + "IoU": 0.759963768115942, + "TN": 168608, + "TP": 5034, + "n_pred": 6509, + "n_ref": 5149 + }, + "7": { + "Dice": 0.813881107998755, + "FN": 7449, + "FP": 923, + "IoU": 0.6861716085017056, + "TN": 148555, + "TP": 18305, + "n_pred": 19228, + "n_ref": 25754 + }, + "8": { + "Dice": 0.8673218673218673, + "FN": 97, + "FP": 119, + "IoU": 0.7657266811279827, + "TN": 174310, + "TP": 706, + "n_pred": 825, + "n_ref": 803 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9446406287337705, + "FN": 2509, + "FP": 1661, + "IoU": 0.8950890610848344, + "TN": 135484, + "TP": 35578, + "n_pred": 37239, + "n_ref": 38087 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 175231, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "7": { + "Dice": 0.9662140374762639, + "FN": 495, + "FP": 448, + "IoU": 0.9346364455534761, + "TN": 160805, + "TP": 13484, + "n_pred": 13932, + "n_ref": 13979 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 292, + "IoU": 0.0, + "TN": 174940, + "TP": 0, + "n_pred": 292, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.3417172593235039, + "FN": 2882, + "FP": 154, + "IoU": 0.20606694560669456, + "TN": 171408, + "TP": 788, + "n_pred": 942, + "n_ref": 3670 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 175195, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9549608162058258, + "FN": 319, + "FP": 1204, + "IoU": 0.9138038372290452, + "TN": 157563, + "TP": 16146, + "n_pred": 17350, + "n_ref": 16465 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9687189280472215, + "FN": 883, + "FP": 3081, + "IoU": 0.9393355064811839, + "TN": 109889, + "TP": 61379, + "n_pred": 64460, + "n_ref": 62262 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7134502923976608, + "FN": 7, + "FP": 287, + "IoU": 0.5545454545454546, + "TN": 174572, + "TP": 366, + "n_pred": 653, + "n_ref": 373 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1447, + "IoU": 0.0, + "TN": 524249, + "TP": 0, + "n_pred": 1447, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6150290996234167, + "FN": 2620, + "FP": 6376, + "IoU": 0.4440736620936843, + "TN": 509514, + "TP": 7186, + "n_pred": 13562, + "n_ref": 9806 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 1572, + "IoU": 0.0, + "TN": 524124, + "TP": 0, + "n_pred": 1572, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 3253, + "IoU": 0.0, + "TN": 522443, + "TP": 0, + "n_pred": 3253, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.036726546906187624, + "FN": 24, + "FP": 7215, + "IoU": 0.01870679137860919, + "TN": 518319, + "TP": 138, + "n_pred": 7353, + "n_ref": 162 + }, + "8": { + "Dice": 0.8455096736933295, + "FN": 844, + "FP": 226, + "IoU": 0.7323661830915458, + "TN": 521698, + "TP": 2928, + "n_pred": 3154, + "n_ref": 3772 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 623, + "IoU": 0.0, + "TN": 525073, + "TP": 0, + "n_pred": 623, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 13, + "IoU": 0.0, + "TN": 175219, + "TP": 0, + "n_pred": 13, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9120779672815872, + "FN": 436, + "FP": 827, + "IoU": 0.8383670335295623, + "TN": 167418, + "TP": 6551, + "n_pred": 7378, + "n_ref": 6987 + }, + "6": { + "Dice": 0.944861039776294, + "FN": 2411, + "FP": 2420, + "IoU": 0.895484931743937, + "TN": 129009, + "TP": 41392, + "n_pred": 43812, + "n_ref": 43803 + }, + "7": { + "Dice": 0.9414812198280937, + "FN": 958, + "FP": 533, + "IoU": 0.889432703003337, + "TN": 161747, + "TP": 11994, + "n_pred": 12527, + "n_ref": 12952 + }, + "8": { + "Dice": 0.9643156740014196, + "FN": 156, + "FP": 397, + "IoU": 0.9310903426791277, + "TN": 167207, + "TP": 7472, + "n_pred": 7869, + "n_ref": 7628 + }, + "9": { + "Dice": 0.5308355437665783, + "FN": 2096, + "FP": 734, + "IoU": 0.36131798691040395, + "TN": 170801, + "TP": 1601, + "n_pred": 2335, + "n_ref": 3697 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0391.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.509766756173327, + "FN": 11059, + "FP": 7563, + "IoU": 0.342071791972866, + "TN": 322160, + "TP": 9682, + "n_pred": 17245, + "n_ref": 20741 + }, + "15": { + "Dice": 0.7855838279855548, + "FN": 11692, + "FP": 8970, + "IoU": 0.6468818894946422, + "TN": 291951, + "TP": 37851, + "n_pred": 46821, + "n_ref": 49543 + }, + "2": { + "Dice": 0.9662639405204461, + "FN": 455, + "FP": 271, + "IoU": 0.9347298390721928, + "TN": 339341, + "TP": 10397, + "n_pred": 10668, + "n_ref": 10852 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9879805914709412, + "FN": 1521, + "FP": 592, + "IoU": 0.9762466837537659, + "TN": 261508, + "TP": 86843, + "n_pred": 87435, + "n_ref": 88364 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 350456, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 172, + "IoU": 0.0, + "TN": 350292, + "TP": 0, + "n_pred": 172, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3021096/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.5187225664272495, + "FN": 1011.7929581529581, + "FP": 660.1272438672438, + "IoU": 0.4480319796894209, + "TN": 258646.52903318903, + "TP": 4274.284963924964, + "n_pred": 4934.4122077922075, + "n_ref": 5286.077922077923 + }, + "mean": { + "1": { + "Dice": 0.5339281343530946, + "FN": 481.4337662337663, + "FP": 253.79264069264067, + "IoU": 0.4980079145375417, + "TN": 259046.31558441557, + "TP": 4811.192207792208, + "n_pred": 5064.984848484848, + "n_ref": 5292.625974025975 + }, + "10": { + "Dice": 0.4880346239313778, + "FN": 1215.4398268398268, + "FP": 803.7402597402597, + "IoU": 0.40501422324408376, + "TN": 259420.93852813853, + "TP": 3152.6155844155846, + "n_pred": 3956.3558441558444, + "n_ref": 4368.055411255411 + }, + "11": { + "Dice": 0.37041741681862217, + "FN": 131.34155844155845, + "FP": 47.37835497835498, + "IoU": 0.2763732135144708, + "TN": 264266.6051948052, + "TP": 147.4090909090909, + "n_pred": 194.7874458874459, + "n_ref": 278.7506493506493 + }, + "12": { + "Dice": 0.37092039081082423, + "FN": 259.3199134199134, + "FP": 144.82467532467533, + "IoU": 0.28120127735979966, + "TN": 263876.6484848485, + "TP": 311.94112554112553, + "n_pred": 456.76580086580077, + "n_ref": 571.2610389610389 + }, + "13": { + "Dice": 0.33141231291524403, + "FN": 1128.100432900433, + "FP": 524.1532467532468, + "IoU": 0.24640898324884555, + "TN": 261911.2025974026, + "TP": 1029.277922077922, + "n_pred": 1553.4311688311689, + "n_ref": 2157.378354978355 + }, + "14": { + "Dice": 0.5868409013936092, + "FN": 1661.4246753246753, + "FP": 690.1385281385282, + "IoU": 0.4894099860668021, + "TN": 259620.01038961043, + "TP": 2621.1606060606064, + "n_pred": 3311.299134199134, + "n_ref": 4282.585281385282 + }, + "15": { + "Dice": 0.45730698220504307, + "FN": 804.1463203463203, + "FP": 554.4935064935064, + "IoU": 0.38199263495250324, + "TN": 261672.3952380952, + "TP": 1561.699134199134, + "n_pred": 2116.192640692641, + "n_ref": 2365.8454545454542 + }, + "2": { + "Dice": 0.4354095255378974, + "FN": 1405.2878787878788, + "FP": 686.3536796536797, + "IoU": 0.4018605832607015, + "TN": 258184.42727272725, + "TP": 4316.665367965368, + "n_pred": 5003.019047619047, + "n_ref": 5721.953246753246 + }, + "3": { + "Dice": 0.6018536287007057, + "FN": 728.1112554112555, + "FP": 1247.8922077922077, + "IoU": 0.5642628836583394, + "TN": 257590.44718614718, + "TP": 5026.2835497835495, + "n_pred": 6274.1757575757565, + "n_ref": 5754.3948051948055 + }, + "4": { + "Dice": 0.3846775936585406, + "FN": 628.3848484848484, + "FP": 504.8658008658009, + "IoU": 0.31931004915254335, + "TN": 262232.31125541124, + "TP": 1227.1722943722946, + "n_pred": 1732.0380952380954, + "n_ref": 1855.5571428571427 + }, + "5": { + "Dice": 0.5551101330117297, + "FN": 336.2614718614719, + "FP": 84.97922077922078, + "IoU": 0.4580857051810338, + "TN": 263741.3311688312, + "TP": 430.1623376623376, + "n_pred": 515.1415584415585, + "n_ref": 766.4238095238095 + }, + "6": { + "Dice": 0.7199735127964048, + "FN": 1680.3272727272729, + "FP": 2606.3670995670996, + "IoU": 0.6661498111206402, + "TN": 233466.40562770568, + "TP": 26839.6341991342, + "n_pred": 29446.001298701296, + "n_ref": 28519.961471861472 + }, + "7": { + "Dice": 0.4726769356578252, + "FN": 3434.876190476191, + "FP": 1114.5502164502166, + "IoU": 0.40160249652961044, + "TN": 254629.3852813853, + "TP": 5413.922510822511, + "n_pred": 6528.472727272727, + "n_ref": 8848.798701298703 + }, + "8": { + "Dice": 0.8088325160487188, + "FN": 786.1441558441559, + "FP": 386.89437229437226, + "IoU": 0.7507957000235667, + "TN": 258491.1787878788, + "TP": 4928.516883116883, + "n_pred": 5315.411255411255, + "n_ref": 5714.661038961039 + }, + "9": { + "Dice": 0.663443888569105, + "FN": 496.29480519480524, + "FP": 251.4848484848485, + "IoU": 0.5800042334908317, + "TN": 261548.33290043287, + "TP": 2296.621645021645, + "n_pred": 2548.1064935064937, + "n_ref": 2792.9164502164504 + } + } + } +} \ No newline at end of file diff --git a/nnActive_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/loop_004/summary.json b/nnActive_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/loop_004/summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ad6de126c3e3ec1c08a07f22dc5e6d272d501f9b --- /dev/null +++ b/nnActive_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/loop_004/summary.json @@ -0,0 +1,7966 @@ +{ + "foreground_mean": { + "Dice": 0.777028424785133, + "FN": 26974.310666666664, + "FP": 20806.295999999995, + "IoU": 0.6703601634341247, + "TN": 96249564.01333334, + "TP": 159616.22, + "n_pred": 180422.516, + "n_ref": 186590.5306666667 + }, + "mean": { + "1": { + "Dice": 0.8900165193487933, + "FN": 17983.08, + "FP": 20091.62, + "IoU": 0.8267452432230665, + "TN": 96242581.08, + "TP": 176305.06, + "n_pred": 196396.68, + "n_ref": 194288.14 + }, + "10": { + "Dice": 0.7247391193916879, + "FN": 18468.22, + "FP": 18129.92, + "IoU": 0.5930261626856366, + "TN": 96364608.36, + "TP": 55754.34, + "n_pred": 73884.26, + "n_ref": 74222.56 + }, + "11": { + "Dice": 0.7376354316940169, + "FN": 1097.26, + "FP": 675.8, + "IoU": 0.5955197862969723, + "TN": 96452584.66, + "TP": 2603.12, + "n_pred": 3278.92, + "n_ref": 3700.38 + }, + "12": { + "Dice": 0.7100383921637428, + "FN": 1542.1, + "FP": 562.18, + "IoU": 0.5667959738442724, + "TN": 96452162.0, + "TP": 2694.56, + "n_pred": 3256.74, + "n_ref": 4236.66 + }, + "13": { + "Dice": 0.5884015976998204, + "FN": 27974.82, + "FP": 9335.36, + "IoU": 0.4463106201261678, + "TN": 96389767.34, + "TP": 29883.32, + "n_pred": 39218.68, + "n_ref": 57858.14 + }, + "14": { + "Dice": 0.7792398130201372, + "FN": 34435.06, + "FP": 27422.58, + "IoU": 0.6737364691773859, + "TN": 96291180.12, + "TP": 103923.08, + "n_pred": 131345.66, + "n_ref": 138358.14 + }, + "15": { + "Dice": 0.6412169923346887, + "FN": 25657.2, + "FP": 12609.04, + "IoU": 0.50812363746416, + "TN": 96390304.76, + "TP": 28389.84, + "n_pred": 40998.88, + "n_ref": 54047.04 + }, + "2": { + "Dice": 0.8811711156920755, + "FN": 23721.34, + "FP": 12201.46, + "IoU": 0.7956427588168986, + "TN": 96287917.68, + "TP": 133120.36, + "n_pred": 145321.82, + "n_ref": 156841.7 + }, + "3": { + "Dice": 0.8914433107128003, + "FN": 14678.28, + "FP": 21901.88, + "IoU": 0.8104085654357124, + "TN": 96271656.38, + "TP": 148724.3, + "n_pred": 170626.18, + "n_ref": 163402.58 + }, + "4": { + "Dice": 0.6842984038920608, + "FN": 8110.9, + "FP": 5828.1, + "IoU": 0.5880293480963332, + "TN": 96424555.24, + "TP": 18466.6, + "n_pred": 24294.7, + "n_ref": 26577.5 + }, + "5": { + "Dice": 0.7138357844865597, + "FN": 8021.34, + "FP": 1568.36, + "IoU": 0.5867523406923385, + "TN": 96438240.32, + "TP": 9130.82, + "n_pred": 10699.18, + "n_ref": 17152.16 + }, + "6": { + "Dice": 0.9357891979465499, + "FN": 72880.34, + "FP": 114819.0, + "IoU": 0.8844146914382516, + "TN": 94982918.22, + "TP": 1286343.28, + "n_pred": 1401162.28, + "n_ref": 1359223.62 + }, + "7": { + "Dice": 0.7110515622698785, + "FN": 124667.5, + "FP": 47757.1, + "IoU": 0.5825940204643052, + "TN": 96070279.08, + "TP": 214257.16, + "n_pred": 262014.26, + "n_ref": 338924.66 + }, + "8": { + "Dice": 0.9262429246766172, + "FN": 11452.62, + "FP": 10382.9, + "IoU": 0.8648328941037318, + "TN": 96314208.76, + "TP": 120916.56, + "n_pred": 131299.46, + "n_ref": 132369.18 + }, + "9": { + "Dice": 0.8403062064475675, + "FN": 13924.6, + "FP": 8809.14, + "IoU": 0.7324699396466385, + "TN": 96370496.2, + "TP": 63730.9, + "n_pred": 72540.04, + "n_ref": 77655.5 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": 0.8709595614770888, + "FN": 3394, + "FP": 23066, + "IoU": 0.7714157365492933, + "TN": 119477564, + "TP": 89296, + "n_pred": 112362, + "n_ref": 92690 + }, + "10": { + "Dice": 0.7933233331481447, + "FN": 11077, + "FP": 22404, + "IoU": 0.6574448275509265, + "TN": 119495581, + "TP": 64258, + "n_pred": 86662, + "n_ref": 75335 + }, + "11": { + "Dice": 0.8075554338899534, + "FN": 596, + "FP": 810, + "IoU": 0.67722681359045, + "TN": 119588964, + "TP": 2950, + "n_pred": 3760, + "n_ref": 3546 + }, + "12": { + "Dice": 0.7024739583333334, + "FN": 1228, + "FP": 1514, + "IoU": 0.5413948820873056, + "TN": 119587341, + "TP": 3237, + "n_pred": 4751, + "n_ref": 4465 + }, + "13": { + "Dice": 0.44969129678691894, + "FN": 33492, + "FP": 13659, + "IoU": 0.29006564683208863, + "TN": 119526904, + "TP": 19265, + "n_pred": 32924, + "n_ref": 52757 + }, + "14": { + "Dice": 0.4928735739831307, + "FN": 163281, + "FP": 9997, + "IoU": 0.32702868550034564, + "TN": 119335838, + "TP": 84204, + "n_pred": 94201, + "n_ref": 247485 + }, + "15": { + "Dice": 0.1518576024842732, + "FN": 23376, + "FP": 82596, + "IoU": 0.08216769589204825, + "TN": 119477861, + "TP": 9487, + "n_pred": 92083, + "n_ref": 32863 + }, + "2": { + "Dice": 0.926529374277954, + "FN": 4859, + "FP": 16700, + "IoU": 0.8631157221044077, + "TN": 119435822, + "TP": 135939, + "n_pred": 152639, + "n_ref": 140798 + }, + "3": { + "Dice": 0.9348180144455459, + "FN": 11960, + "FP": 10132, + "IoU": 0.8776134286189131, + "TN": 119412810, + "TP": 158418, + "n_pred": 168550, + "n_ref": 170378 + }, + "4": { + "Dice": 0.8177551495490625, + "FN": 23255, + "FP": 1014, + "IoU": 0.6916969435199065, + "TN": 119514602, + "TP": 54449, + "n_pred": 55463, + "n_ref": 77704 + }, + "5": { + "Dice": 0.023050726847616144, + "FN": 63357, + "FP": 13525, + "IoU": 0.011659746236614432, + "TN": 119515531, + "TP": 907, + "n_pred": 14432, + "n_ref": 64264 + }, + "6": { + "Dice": 0.9618948156777898, + "FN": 26025, + "FP": 65557, + "IoU": 0.9265870455177633, + "TN": 118345829, + "TP": 1155909, + "n_pred": 1221466, + "n_ref": 1181934 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 141634, + "IoU": 0.0, + "TN": 119451686, + "TP": 0, + "n_pred": 141634, + "n_ref": 0 + }, + "8": { + "Dice": 0.8522312360804704, + "FN": 42941, + "FP": 41522, + "IoU": 0.7425112643509966, + "TN": 119265294, + "TP": 243563, + "n_pred": 285085, + "n_ref": 286504 + }, + "9": { + "Dice": 0.7643307248607503, + "FN": 26379, + "FP": 4550, + "IoU": 0.618556065314982, + "TN": 119512236, + "TP": 50155, + "n_pred": 54705, + "n_ref": 76534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0010.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0010.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9483927824977968, + "FN": 10461, + "FP": 8922, + "IoU": 0.9018507734764666, + "TN": 72628175, + "TP": 178102, + "n_pred": 187024, + "n_ref": 188563 + }, + "10": { + "Dice": 0.6786249068046688, + "FN": 14293, + "FP": 37002, + "IoU": 0.5135747679060814, + "TN": 72720207, + "TP": 54158, + "n_pred": 91160, + "n_ref": 68451 + }, + "11": { + "Dice": 0.6925996204933587, + "FN": 422, + "FP": 1198, + "IoU": 0.5297532656023222, + "TN": 72822215, + "TP": 1825, + "n_pred": 3023, + "n_ref": 2247 + }, + "12": { + "Dice": 0.6672869371045776, + "FN": 1081, + "FP": 707, + "IoU": 0.5006981290142418, + "TN": 72822079, + "TP": 1793, + "n_pred": 2500, + "n_ref": 2874 + }, + "13": { + "Dice": 0.6599349213150063, + "FN": 21688, + "FP": 7679, + "IoU": 0.49246483011302755, + "TN": 72767798, + "TP": 28495, + "n_pred": 36174, + "n_ref": 50183 + }, + "14": { + "Dice": 0.8058233573974231, + "FN": 6343, + "FP": 27655, + "IoU": 0.6747941038615689, + "TN": 72721117, + "TP": 70545, + "n_pred": 98200, + "n_ref": 76888 + }, + "15": { + "Dice": 0.7115070800652734, + "FN": 15448, + "FP": 6474, + "IoU": 0.5522010009192115, + "TN": 72776705, + "TP": 27033, + "n_pred": 33507, + "n_ref": 42481 + }, + "2": { + "Dice": 0.8830538469174343, + "FN": 6854, + "FP": 27311, + "IoU": 0.7905966142417593, + "TN": 72662506, + "TP": 128989, + "n_pred": 156300, + "n_ref": 135843 + }, + "3": { + "Dice": 0.8563839531049643, + "FN": 28972, + "FP": 3956, + "IoU": 0.7488386993432644, + "TN": 72694557, + "TP": 98175, + "n_pred": 102131, + "n_ref": 127147 + }, + "4": { + "Dice": 0.8365777850482579, + "FN": 3997, + "FP": 4994, + "IoU": 0.719066366704162, + "TN": 72793656, + "TP": 23013, + "n_pred": 28007, + "n_ref": 27010 + }, + "5": { + "Dice": 0.6156826282349295, + "FN": 4666, + "FP": 294, + "IoU": 0.4447554013209448, + "TN": 72816727, + "TP": 3973, + "n_pred": 4267, + "n_ref": 8639 + }, + "6": { + "Dice": 0.9599791194689956, + "FN": 41865, + "FP": 55348, + "IoU": 0.9230383134027638, + "TN": 71562525, + "TP": 1165922, + "n_pred": 1221270, + "n_ref": 1207787 + }, + "7": { + "Dice": 0.8250829178819912, + "FN": 59397, + "FP": 16704, + "IoU": 0.7022477844943952, + "TN": 72570075, + "TP": 179484, + "n_pred": 196188, + "n_ref": 238881 + }, + "8": { + "Dice": 0.9358312689237545, + "FN": 3796, + "FP": 3664, + "IoU": 0.8794012092211193, + "TN": 72763802, + "TP": 54398, + "n_pred": 58062, + "n_ref": 58194 + }, + "9": { + "Dice": 0.8573405155622422, + "FN": 14162, + "FP": 7078, + "IoU": 0.7503027168098938, + "TN": 72740597, + "TP": 63823, + "n_pred": 70901, + "n_ref": 77985 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0023.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0023.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9614482983497687, + "FN": 10886, + "FP": 9095, + "IoU": 0.9257587242137804, + "TN": 71540352, + "TP": 249155, + "n_pred": 258250, + "n_ref": 260041 + }, + "10": { + "Dice": 0.8283896387402497, + "FN": 15926, + "FP": 16305, + "IoU": 0.7070521618207102, + "TN": 71699465, + "TP": 77792, + "n_pred": 94097, + "n_ref": 93718 + }, + "11": { + "Dice": 0.6962848297213622, + "FN": 1120, + "FP": 842, + "IoU": 0.5340774162906673, + "TN": 71805277, + "TP": 2249, + "n_pred": 3091, + "n_ref": 3369 + }, + "12": { + "Dice": 0.5731950120507178, + "FN": 3774, + "FP": 299, + "IoU": 0.40173325499412454, + "TN": 71802680, + "TP": 2735, + "n_pred": 3034, + "n_ref": 6509 + }, + "13": { + "Dice": 0.7543764347170869, + "FN": 20851, + "FP": 7183, + "IoU": 0.6056215182038152, + "TN": 71738404, + "TP": 43050, + "n_pred": 50233, + "n_ref": 63901 + }, + "14": { + "Dice": 0.7240853713379776, + "FN": 220277, + "FP": 9798, + "IoU": 0.5675029935954915, + "TN": 71277519, + "TP": 301894, + "n_pred": 311692, + "n_ref": 522171 + }, + "15": { + "Dice": 0.13212593534944755, + "FN": 167473, + "FP": 5805, + "IoU": 0.07073599759744299, + "TN": 71623020, + "TP": 13190, + "n_pred": 18995, + "n_ref": 180663 + }, + "2": { + "Dice": 0.9439278106753617, + "FN": 9945, + "FP": 6323, + "IoU": 0.8938099310038709, + "TN": 71656291, + "TP": 136929, + "n_pred": 143252, + "n_ref": 146874 + }, + "3": { + "Dice": 0.944015119013354, + "FN": 11165, + "FP": 9453, + "IoU": 0.8939665103266683, + "TN": 71615040, + "TP": 173830, + "n_pred": 183283, + "n_ref": 184995 + }, + "4": { + "Dice": 0.7669214139999391, + "FN": 1381, + "FP": 6274, + "IoU": 0.6219566398340659, + "TN": 71789239, + "TP": 12594, + "n_pred": 18868, + "n_ref": 13975 + }, + "5": { + "Dice": 0.8614228554698936, + "FN": 1516, + "FP": 1324, + "IoU": 0.7565783834747578, + "TN": 71797821, + "TP": 8827, + "n_pred": 10151, + "n_ref": 10343 + }, + "6": { + "Dice": 0.9567913989756629, + "FN": 35039, + "FP": 74533, + "IoU": 0.9171621074022778, + "TN": 70486760, + "TP": 1213156, + "n_pred": 1287689, + "n_ref": 1248195 + }, + "7": { + "Dice": 0.9311357914487397, + "FN": 20259, + "FP": 11525, + "IoU": 0.8711450753045629, + "TN": 71562823, + "TP": 214881, + "n_pred": 226406, + "n_ref": 235140 + }, + "8": { + "Dice": 0.9394496556452366, + "FN": 5870, + "FP": 3845, + "IoU": 0.8858133521391631, + "TN": 71724408, + "TP": 75365, + "n_pred": 79210, + "n_ref": 81235 + }, + "9": { + "Dice": 0.8539819602129713, + "FN": 16059, + "FP": 8596, + "IoU": 0.7451732263932529, + "TN": 71712736, + "TP": 72097, + "n_pred": 80693, + "n_ref": 88156 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0024.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0024.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9545492532324112, + "FN": 14309, + "FP": 4726, + "IoU": 0.9130504293805957, + "TN": 135226590, + "TP": 199885, + "n_pred": 204611, + "n_ref": 214194 + }, + "10": { + "Dice": 0.775809387418214, + "FN": 14169, + "FP": 26846, + "IoU": 0.6337325081933542, + "TN": 135333529, + "TP": 70966, + "n_pred": 97812, + "n_ref": 85135 + }, + "11": { + "Dice": 0.6513846153846153, + "FN": 1430, + "FP": 836, + "IoU": 0.4830025096965549, + "TN": 135441127, + "TP": 2117, + "n_pred": 2953, + "n_ref": 3547 + }, + "12": { + "Dice": 0.7180728192718073, + "FN": 2244, + "FP": 319, + "IoU": 0.5601510211086322, + "TN": 135439683, + "TP": 3264, + "n_pred": 3583, + "n_ref": 5508 + }, + "13": { + "Dice": 0.6131034195510017, + "FN": 18493, + "FP": 9374, + "IoU": 0.44206859270827076, + "TN": 135395563, + "TP": 22080, + "n_pred": 31454, + "n_ref": 40573 + }, + "14": { + "Dice": 0.9083974792906842, + "FN": 12848, + "FP": 13404, + "IoU": 0.8321687263056279, + "TN": 135289091, + "TP": 130167, + "n_pred": 143571, + "n_ref": 143015 + }, + "15": { + "Dice": 0.676500508646999, + "FN": 19379, + "FP": 11149, + "IoU": 0.5111452728670254, + "TN": 135383062, + "TP": 31920, + "n_pred": 43069, + "n_ref": 51299 + }, + "2": { + "Dice": 0.8779623389099886, + "FN": 33159, + "FP": 15875, + "IoU": 0.782471363801716, + "TN": 135220096, + "TP": 176380, + "n_pred": 192255, + "n_ref": 209539 + }, + "3": { + "Dice": 0.8651224950395134, + "FN": 36548, + "FP": 22795, + "IoU": 0.7623047344388368, + "TN": 135195850, + "TP": 190317, + "n_pred": 213112, + "n_ref": 226865 + }, + "4": { + "Dice": 0.8730879541108987, + "FN": 3964, + "FP": 5594, + "IoU": 0.7747613997879109, + "TN": 135403075, + "TP": 32877, + "n_pred": 38471, + "n_ref": 36841 + }, + "5": { + "Dice": 0.5144934705184012, + "FN": 17643, + "FP": 1987, + "IoU": 0.3463421131497453, + "TN": 135415479, + "TP": 10401, + "n_pred": 12388, + "n_ref": 28044 + }, + "6": { + "Dice": 0.9604551938939028, + "FN": 46209, + "FP": 86876, + "IoU": 0.923918996326434, + "TN": 133696256, + "TP": 1616169, + "n_pred": 1703045, + "n_ref": 1662378 + }, + "7": { + "Dice": 0.7962310598022155, + "FN": 30130, + "FP": 56288, + "IoU": 0.6614484168958465, + "TN": 135190252, + "TP": 168840, + "n_pred": 225128, + "n_ref": 198970 + }, + "8": { + "Dice": 0.8887720712140084, + "FN": 47012, + "FP": 13714, + "IoU": 0.7998107752610082, + "TN": 135142167, + "TP": 242617, + "n_pred": 256331, + "n_ref": 289629 + }, + "9": { + "Dice": 0.8533545478652877, + "FN": 22411, + "FP": 3580, + "IoU": 0.744218316373728, + "TN": 135343896, + "TP": 75623, + "n_pred": 79203, + "n_ref": 98034 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0036.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0036.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8952411111001157, + "FN": 30047, + "FP": 22884, + "IoU": 0.810349769614974, + "TN": 105474907, + "TP": 226167, + "n_pred": 249051, + "n_ref": 256214 + }, + "10": { + "Dice": 0.3755223181161401, + "FN": 36445, + "FP": 43510, + "IoU": 0.2311649598538391, + "TN": 105650010, + "TP": 24040, + "n_pred": 67550, + "n_ref": 60485 + }, + "11": { + "Dice": 0.7113924050632912, + "FN": 502, + "FP": 1094, + "IoU": 0.5520628683693517, + "TN": 105750442, + "TP": 1967, + "n_pred": 3061, + "n_ref": 2469 + }, + "12": { + "Dice": 0.6171224732461356, + "FN": 1809, + "FP": 1411, + "IoU": 0.44625967325881344, + "TN": 105748190, + "TP": 2595, + "n_pred": 4006, + "n_ref": 4404 + }, + "13": { + "Dice": 0.3421320860759976, + "FN": 62944, + "FP": 6117, + "IoU": 0.20636872407175444, + "TN": 105666986, + "TP": 17958, + "n_pred": 24075, + "n_ref": 80902 + }, + "14": { + "Dice": 0.9414014907665051, + "FN": 19958, + "FP": 2070, + "IoU": 0.8892903991033869, + "TN": 105555034, + "TP": 176943, + "n_pred": 179013, + "n_ref": 196901 + }, + "15": { + "Dice": 0.8398419157927688, + "FN": 6469, + "FP": 1717, + "IoU": 0.7239029984147863, + "TN": 105724356, + "TP": 21463, + "n_pred": 23180, + "n_ref": 27932 + }, + "2": { + "Dice": 0.9381367599816429, + "FN": 9796, + "FP": 9076, + "IoU": 0.8834817183853402, + "TN": 105592039, + "TP": 143094, + "n_pred": 152170, + "n_ref": 152890 + }, + "3": { + "Dice": 0.9517278378409899, + "FN": 8252, + "FP": 8304, + "IoU": 0.9079014708172938, + "TN": 105574241, + "TP": 163208, + "n_pred": 171512, + "n_ref": 171460 + }, + "4": { + "Dice": 0.3588288818712198, + "FN": 30798, + "FP": 5139, + "IoU": 0.21864196725588678, + "TN": 105708012, + "TP": 10056, + "n_pred": 15195, + "n_ref": 40854 + }, + "5": { + "Dice": 0.7707681683389528, + "FN": 2878, + "FP": 2765, + "IoU": 0.6270323859881031, + "TN": 105738875, + "TP": 9487, + "n_pred": 12252, + "n_ref": 12365 + }, + "6": { + "Dice": 0.9537950005871215, + "FN": 70467, + "FP": 71582, + "IoU": 0.9116712318545441, + "TN": 104145820, + "TP": 1466136, + "n_pred": 1537718, + "n_ref": 1536603 + }, + "7": { + "Dice": 0.7617364738239034, + "FN": 58444, + "FP": 72889, + "IoU": 0.6151650740906787, + "TN": 105412734, + "TP": 209938, + "n_pred": 282827, + "n_ref": 268382 + }, + "8": { + "Dice": 0.9121329071296465, + "FN": 3348, + "FP": 13090, + "IoU": 0.8384598753906327, + "TN": 105652247, + "TP": 85320, + "n_pred": 98410, + "n_ref": 88668 + }, + "9": { + "Dice": 0.7875804231618706, + "FN": 13295, + "FP": 19886, + "IoU": 0.649593950978425, + "TN": 105659312, + "TP": 61512, + "n_pred": 81398, + "n_ref": 74807 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0047.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0047.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9637857230056748, + "FN": 8516, + "FP": 9876, + "IoU": 0.9301027252792357, + "TN": 96874751, + "TP": 244737, + "n_pred": 254613, + "n_ref": 253253 + }, + "10": { + "Dice": 0.8225045131585486, + "FN": 13250, + "FP": 29618, + "IoU": 0.6985203105659953, + "TN": 96995688, + "TP": 99324, + "n_pred": 128942, + "n_ref": 112574 + }, + "11": { + "Dice": 0.7124907612712491, + "FN": 1151, + "FP": 794, + "IoU": 0.5533869115958668, + "TN": 97133525, + "TP": 2410, + "n_pred": 3204, + "n_ref": 3561 + }, + "12": { + "Dice": 0.8089005235602095, + "FN": 1119, + "FP": 487, + "IoU": 0.6791208791208792, + "TN": 97132875, + "TP": 3399, + "n_pred": 3886, + "n_ref": 4518 + }, + "13": { + "Dice": 0.7696601916655467, + "FN": 12672, + "FP": 9609, + "IoU": 0.6255671696971734, + "TN": 97078374, + "TP": 37225, + "n_pred": 46834, + "n_ref": 49897 + }, + "14": { + "Dice": 0.9119460672380219, + "FN": 33827, + "FP": 10712, + "IoU": 0.8381441762938037, + "TN": 96862703, + "TP": 230638, + "n_pred": 241350, + "n_ref": 264465 + }, + "15": { + "Dice": 0.7486266188049104, + "FN": 3498, + "FP": 9177, + "IoU": 0.5982440013946559, + "TN": 97106331, + "TP": 18874, + "n_pred": 28051, + "n_ref": 22372 + }, + "2": { + "Dice": 0.9037955440458048, + "FN": 19693, + "FP": 5494, + "IoU": 0.824477166770037, + "TN": 96994383, + "TP": 118310, + "n_pred": 123804, + "n_ref": 138003 + }, + "3": { + "Dice": 0.9106241939881086, + "FN": 9825, + "FP": 19352, + "IoU": 0.8359137305626635, + "TN": 96960065, + "TP": 148638, + "n_pred": 167990, + "n_ref": 158463 + }, + "4": { + "Dice": 0.9146563661540704, + "FN": 2396, + "FP": 2288, + "IoU": 0.8427343540155788, + "TN": 97108096, + "TP": 25100, + "n_pred": 27388, + "n_ref": 27496 + }, + "5": { + "Dice": 0.8334985133795837, + "FN": 2018, + "FP": 3022, + "IoU": 0.7145284621920136, + "TN": 97120225, + "TP": 12615, + "n_pred": 15637, + "n_ref": 14633 + }, + "6": { + "Dice": 0.9588870095465997, + "FN": 38549, + "FP": 86802, + "IoU": 0.9210210787294166, + "TN": 95550735, + "TP": 1461794, + "n_pred": 1548596, + "n_ref": 1500343 + }, + "7": { + "Dice": 0.9317697062770008, + "FN": 13982, + "FP": 21206, + "IoU": 0.8722554600371747, + "TN": 96862424, + "TP": 240268, + "n_pred": 261474, + "n_ref": 254250 + }, + "8": { + "Dice": 0.9174381128711513, + "FN": 7645, + "FP": 14027, + "IoU": 0.8474694368784443, + "TN": 96995797, + "TP": 120411, + "n_pred": 134438, + "n_ref": 128056 + }, + "9": { + "Dice": 0.7590042142764044, + "FN": 7435, + "FP": 31394, + "IoU": 0.6116090183447697, + "TN": 97037906, + "TP": 61145, + "n_pred": 92539, + "n_ref": 68580 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0060.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0060.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.962606116627632, + "FN": 3764, + "FP": 9424, + "IoU": 0.9279080319023905, + "TN": 130583859, + "TP": 169745, + "n_pred": 179169, + "n_ref": 173509 + }, + "10": { + "Dice": 0.7738032171065305, + "FN": 12979, + "FP": 24595, + "IoU": 0.6310595720864468, + "TN": 130664949, + "TP": 64269, + "n_pred": 88864, + "n_ref": 77248 + }, + "11": { + "Dice": 0.7928331466965286, + "FN": 863, + "FP": 802, + "IoU": 0.6567717996289425, + "TN": 130761941, + "TP": 3186, + "n_pred": 3988, + "n_ref": 4049 + }, + "12": { + "Dice": 0.8022486772486772, + "FN": 902, + "FP": 294, + "IoU": 0.6697956929872998, + "TN": 130763170, + "TP": 2426, + "n_pred": 2720, + "n_ref": 3328 + }, + "13": { + "Dice": 0.7467887574717029, + "FN": 17327, + "FP": 12538, + "IoU": 0.5959001420742845, + "TN": 130692887, + "TP": 44040, + "n_pred": 56578, + "n_ref": 61367 + }, + "14": { + "Dice": 0.8831428945721315, + "FN": 7745, + "FP": 32396, + "IoU": 0.7907393795321729, + "TN": 130574969, + "TP": 151682, + "n_pred": 184078, + "n_ref": 159427 + }, + "15": { + "Dice": 0.7910110667770834, + "FN": 7776, + "FP": 3328, + "IoU": 0.654274861448409, + "TN": 130734674, + "TP": 21014, + "n_pred": 24342, + "n_ref": 28790 + }, + "2": { + "Dice": 0.8655825778916477, + "FN": 33896, + "FP": 7236, + "IoU": 0.763019467986426, + "TN": 130593225, + "TP": 132435, + "n_pred": 139671, + "n_ref": 166331 + }, + "3": { + "Dice": 0.8832240452537078, + "FN": 9133, + "FP": 32361, + "IoU": 0.7908695038606536, + "TN": 130568380, + "TP": 156918, + "n_pred": 189279, + "n_ref": 166051 + }, + "4": { + "Dice": 0.710833152484858, + "FN": 11921, + "FP": 2736, + "IoU": 0.5513895690499511, + "TN": 130734120, + "TP": 18015, + "n_pred": 20751, + "n_ref": 29936 + }, + "5": { + "Dice": 0.5333801518676206, + "FN": 19157, + "FP": 2105, + "IoU": 0.36367989465493505, + "TN": 130733378, + "TP": 12152, + "n_pred": 14257, + "n_ref": 31309 + }, + "6": { + "Dice": 0.9576851717850549, + "FN": 50015, + "FP": 63724, + "IoU": 0.9188060515508295, + "TN": 129365961, + "TP": 1287092, + "n_pred": 1350816, + "n_ref": 1337107 + }, + "7": { + "Dice": 0.9195027721247517, + "FN": 34167, + "FP": 37862, + "IoU": 0.8509996586783612, + "TN": 130283377, + "TP": 411386, + "n_pred": 449248, + "n_ref": 445553 + }, + "8": { + "Dice": 0.9011198994290504, + "FN": 15177, + "FP": 32016, + "IoU": 0.8200347780989498, + "TN": 130504558, + "TP": 215041, + "n_pred": 247057, + "n_ref": 230218 + }, + "9": { + "Dice": 0.876612730025196, + "FN": 18355, + "FP": 5200, + "IoU": 0.780329948055097, + "TN": 130659563, + "TP": 83674, + "n_pred": 88874, + "n_ref": 102029 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0071.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0071.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8636931328145987, + "FN": 17583, + "FP": 40261, + "IoU": 0.7600879284958836, + "TN": 71994903, + "TP": 183261, + "n_pred": 223522, + "n_ref": 200844 + }, + "10": { + "Dice": 0.48412946347488106, + "FN": 29344, + "FP": 41663, + "IoU": 0.3193738857044265, + "TN": 72131682, + "TP": 33319, + "n_pred": 74982, + "n_ref": 62663 + }, + "11": { + "Dice": 0.6041816870944484, + "FN": 1430, + "FP": 217, + "IoU": 0.43285123966942146, + "TN": 72233104, + "TP": 1257, + "n_pred": 1474, + "n_ref": 2687 + }, + "12": { + "Dice": 0.6486565849361328, + "FN": 1862, + "FP": 531, + "IoU": 0.48000869187309864, + "TN": 72231406, + "TP": 2209, + "n_pred": 2740, + "n_ref": 4071 + }, + "13": { + "Dice": 0.3745043325011015, + "FN": 50038, + "FP": 18106, + "IoU": 0.23039392844235634, + "TN": 72147464, + "TP": 20400, + "n_pred": 38506, + "n_ref": 70438 + }, + "14": { + "Dice": 0.29432944472812494, + "FN": 17645, + "FP": 251840, + "IoU": 0.1725593748560726, + "TN": 71910323, + "TP": 56200, + "n_pred": 308040, + "n_ref": 73845 + }, + "15": { + "Dice": 0.615149437110692, + "FN": 6787, + "FP": 20151, + "IoU": 0.44419914581055153, + "TN": 72187541, + "TP": 21529, + "n_pred": 41680, + "n_ref": 28316 + }, + "2": { + "Dice": 0.807546372431027, + "FN": 39396, + "FP": 2500, + "IoU": 0.6772140683385338, + "TN": 72106213, + "TP": 87899, + "n_pred": 90399, + "n_ref": 127295 + }, + "3": { + "Dice": 0.857374553246565, + "FN": 8599, + "FP": 44516, + "IoU": 0.7503548566003327, + "TN": 72023246, + "TP": 159647, + "n_pred": 204163, + "n_ref": 168246 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 31296, + "IoU": 0.0, + "TN": 72204712, + "TP": 0, + "n_pred": 31296, + "n_ref": 0 + }, + "5": { + "Dice": 0.8483701366982124, + "FN": 159, + "FP": 2725, + "IoU": 0.7366691015339664, + "TN": 72225056, + "TP": 8068, + "n_pred": 10793, + "n_ref": 8227 + }, + "6": { + "Dice": 0.8184664052886055, + "FN": 246105, + "FP": 315349, + "IoU": 0.6927153057281684, + "TN": 70408862, + "TP": 1265692, + "n_pred": 1581041, + "n_ref": 1511797 + }, + "7": { + "Dice": 0.5294313269038909, + "FN": 152997, + "FP": 178113, + "IoU": 0.36001809136137497, + "TN": 71718634, + "TP": 186264, + "n_pred": 364377, + "n_ref": 339261 + }, + "8": { + "Dice": 0.9305432142645578, + "FN": 4745, + "FP": 4635, + "IoU": 0.8701082892513917, + "TN": 72163794, + "TP": 62834, + "n_pred": 67469, + "n_ref": 67579 + }, + "9": { + "Dice": 0.6107584363514869, + "FN": 24942, + "FP": 6513, + "IoU": 0.43963443963443966, + "TN": 72179875, + "TP": 24678, + "n_pred": 31191, + "n_ref": 49620 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0079.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0079.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8120977463580082, + "FN": 9499, + "FP": 27287, + "IoU": 0.6836402101841261, + "TN": 52436841, + "TP": 79493, + "n_pred": 106780, + "n_ref": 88992 + }, + "10": { + "Dice": 0.06531598439387638, + "FN": 45535, + "FP": 1660, + "IoU": 0.03376054377200884, + "TN": 52504276, + "TP": 1649, + "n_pred": 3309, + "n_ref": 47184 + }, + "11": { + "Dice": 0.0935380221349518, + "FN": 1911, + "FP": 628, + "IoU": 0.04906367041198502, + "TN": 52550450, + "TP": 131, + "n_pred": 759, + "n_ref": 2042 + }, + "12": { + "Dice": 0.05485040797824116, + "FN": 3945, + "FP": 225, + "IoU": 0.028198555115357727, + "TN": 52548829, + "TP": 121, + "n_pred": 346, + "n_ref": 4066 + }, + "13": { + "Dice": 0.3592490209629118, + "FN": 15377, + "FP": 6875, + "IoU": 0.21895401895401895, + "TN": 52524630, + "TP": 6238, + "n_pred": 13113, + "n_ref": 21615 + }, + "14": { + "Dice": 0.7049718708056087, + "FN": 18808, + "FP": 12185, + "IoU": 0.5443679985886919, + "TN": 52485098, + "TP": 37029, + "n_pred": 49214, + "n_ref": 55837 + }, + "15": { + "Dice": 0.1732975597291427, + "FN": 21878, + "FP": 10475, + "IoU": 0.09486906893464638, + "TN": 52517376, + "TP": 3391, + "n_pred": 13866, + "n_ref": 25269 + }, + "2": { + "Dice": 0.7630251576739872, + "FN": 37202, + "FP": 23592, + "IoU": 0.616847757581869, + "TN": 52394452, + "TP": 97874, + "n_pred": 121466, + "n_ref": 135076 + }, + "3": { + "Dice": 0.8317384058027715, + "FN": 36796, + "FP": 6212, + "IoU": 0.7119453467733834, + "TN": 52403815, + "TP": 106297, + "n_pred": 112509, + "n_ref": 143093 + }, + "4": { + "Dice": 0.0, + "FN": 1880, + "FP": 110, + "IoU": 0.0, + "TN": 52551130, + "TP": 0, + "n_pred": 110, + "n_ref": 1880 + }, + "5": { + "Dice": 0.7990507433517136, + "FN": 558, + "FP": 2321, + "IoU": 0.6653492967569452, + "TN": 52544517, + "TP": 5724, + "n_pred": 8045, + "n_ref": 6282 + }, + "6": { + "Dice": 0.9123419516105016, + "FN": 52879, + "FP": 85466, + "IoU": 0.838813221638374, + "TN": 51694830, + "TP": 719945, + "n_pred": 805411, + "n_ref": 772824 + }, + "7": { + "Dice": 0.3510950607652154, + "FN": 149412, + "FP": 11946, + "IoU": 0.21292619872201357, + "TN": 52348110, + "TP": 43652, + "n_pred": 55598, + "n_ref": 193064 + }, + "8": { + "Dice": 0.8286742270586783, + "FN": 12547, + "FP": 6881, + "IoU": 0.7074669115986328, + "TN": 52486707, + "TP": 46985, + "n_pred": 53866, + "n_ref": 59532 + }, + "9": { + "Dice": 0.7089465573028128, + "FN": 29558, + "FP": 10291, + "IoU": 0.5491225489641439, + "TN": 52464739, + "TP": 48532, + "n_pred": 58823, + "n_ref": 78090 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0088.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0088.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9, + "FN": 13254, + "FP": 48850, + "IoU": 0.8181818181818182, + "TN": 143795678, + "TP": 279468, + "n_pred": 328318, + "n_ref": 292722 + }, + "10": { + "Dice": 0.8717225736640586, + "FN": 14496, + "FP": 10162, + "IoU": 0.7726136793279295, + "TN": 144028809, + "TP": 83783, + "n_pred": 93945, + "n_ref": 98279 + }, + "11": { + "Dice": 0.5736233040702314, + "FN": 3744, + "FP": 530, + "IoU": 0.40215414743320743, + "TN": 144130101, + "TP": 2875, + "n_pred": 3405, + "n_ref": 6619 + }, + "12": { + "Dice": 0.6006582040432534, + "FN": 2452, + "FP": 1795, + "IoU": 0.4292433812659589, + "TN": 144129809, + "TP": 3194, + "n_pred": 4989, + "n_ref": 5646 + }, + "13": { + "Dice": 0.8134666624205174, + "FN": 27670, + "FP": 7474, + "IoU": 0.6855826437038693, + "TN": 144025475, + "TP": 76631, + "n_pred": 84105, + "n_ref": 104301 + }, + "14": { + "Dice": 0.9495157255294882, + "FN": 33393, + "FP": 6664, + "IoU": 0.9038838073117124, + "TN": 143720494, + "TP": 376699, + "n_pred": 383363, + "n_ref": 410092 + }, + "15": { + "Dice": 0.6720204222730415, + "FN": 3712, + "FP": 14789, + "IoU": 0.5060472567080496, + "TN": 144099795, + "TP": 18954, + "n_pred": 33743, + "n_ref": 22666 + }, + "2": { + "Dice": 0.8590455678984358, + "FN": 31938, + "FP": 2880, + "IoU": 0.7529183845809945, + "TN": 143996333, + "TP": 106099, + "n_pred": 108979, + "n_ref": 138037 + }, + "3": { + "Dice": 0.895195021777027, + "FN": 8329, + "FP": 30509, + "IoU": 0.8102742469688236, + "TN": 143932544, + "TP": 165868, + "n_pred": 196377, + "n_ref": 174197 + }, + "4": { + "Dice": 0.911727503610378, + "FN": 5399, + "FP": 3464, + "IoU": 0.8377750118973533, + "TN": 144082616, + "TP": 45771, + "n_pred": 49235, + "n_ref": 51170 + }, + "5": { + "Dice": 0.7215116604738876, + "FN": 12811, + "FP": 2104, + "IoU": 0.56434747049889, + "TN": 144103014, + "TP": 19321, + "n_pred": 21425, + "n_ref": 32132 + }, + "6": { + "Dice": 0.8933220567330888, + "FN": 35102, + "FP": 280992, + "IoU": 0.8072105007315894, + "TN": 142497669, + "TP": 1323487, + "n_pred": 1604479, + "n_ref": 1358589 + }, + "7": { + "Dice": 0.8362542233797055, + "FN": 31997, + "FP": 53009, + "IoU": 0.7185884066607078, + "TN": 143835180, + "TP": 217064, + "n_pred": 270073, + "n_ref": 249061 + }, + "8": { + "Dice": 0.8442733649447, + "FN": 16255, + "FP": 62270, + "IoU": 0.73051302906444, + "TN": 143845863, + "TP": 212862, + "n_pred": 275132, + "n_ref": 229117 + }, + "9": { + "Dice": 0.890090587305041, + "FN": 10597, + "FP": 10114, + "IoU": 0.8019488591810584, + "TN": 144032676, + "TP": 83863, + "n_pred": 93977, + "n_ref": 94460 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0089.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0089.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9653714942702051, + "FN": 9137, + "FP": 5561, + "IoU": 0.9330609865511698, + "TN": 111559347, + "TP": 204875, + "n_pred": 210436, + "n_ref": 214012 + }, + "10": { + "Dice": 0.6491578778061166, + "FN": 17750, + "FP": 12788, + "IoU": 0.4805579180132676, + "TN": 111720130, + "TP": 28252, + "n_pred": 41040, + "n_ref": 46002 + }, + "11": { + "Dice": 0.7214150347441567, + "FN": 1511, + "FP": 253, + "IoU": 0.5642292490118577, + "TN": 111774872, + "TP": 2284, + "n_pred": 2537, + "n_ref": 3795 + }, + "12": { + "Dice": 0.6075117370892019, + "FN": 2072, + "FP": 1272, + "IoU": 0.43627781523937964, + "TN": 111772988, + "TP": 2588, + "n_pred": 3860, + "n_ref": 4660 + }, + "13": { + "Dice": 0.6525061994390016, + "FN": 20841, + "FP": 13351, + "IoU": 0.48423688418258065, + "TN": 111712626, + "TP": 32102, + "n_pred": 45453, + "n_ref": 52943 + }, + "14": { + "Dice": 0.7536098601564352, + "FN": 12489, + "FP": 39487, + "IoU": 0.60463400348387, + "TN": 111647457, + "TP": 79487, + "n_pred": 118974, + "n_ref": 91976 + }, + "15": { + "Dice": 0.602417534406175, + "FN": 2459, + "FP": 8461, + "IoU": 0.4310425676027718, + "TN": 111759727, + "TP": 8273, + "n_pred": 16734, + "n_ref": 10732 + }, + "2": { + "Dice": 0.9641100989323146, + "FN": 9457, + "FP": 5199, + "IoU": 0.9307071127333245, + "TN": 111567412, + "TP": 196852, + "n_pred": 202051, + "n_ref": 206309 + }, + "3": { + "Dice": 0.9374571961616273, + "FN": 3895, + "FP": 4050, + "IoU": 0.8822771118256308, + "TN": 111711431, + "TP": 59544, + "n_pred": 63594, + "n_ref": 63439 + }, + "4": { + "Dice": 0.8772430561061338, + "FN": 2082, + "FP": 2563, + "IoU": 0.7813294416721589, + "TN": 111757678, + "TP": 16597, + "n_pred": 19160, + "n_ref": 18679 + }, + "5": { + "Dice": 0.4859910255007114, + "FN": 17535, + "FP": 1251, + "IoU": 0.32099613257671594, + "TN": 111751253, + "TP": 8881, + "n_pred": 10132, + "n_ref": 26416 + }, + "6": { + "Dice": 0.9704861841275182, + "FN": 34848, + "FP": 38134, + "IoU": 0.9426645559924425, + "TN": 110506025, + "TP": 1199913, + "n_pred": 1238047, + "n_ref": 1234761 + }, + "7": { + "Dice": 0.7017803647896828, + "FN": 104746, + "FP": 8839, + "IoU": 0.5405713684772541, + "TN": 111531689, + "TP": 133646, + "n_pred": 142485, + "n_ref": 238392 + }, + "8": { + "Dice": 0.8327816883279272, + "FN": 50801, + "FP": 40137, + "IoU": 0.7134755169621562, + "TN": 111461537, + "TP": 226445, + "n_pred": 266582, + "n_ref": 277246 + }, + "9": { + "Dice": 0.8195717831605712, + "FN": 19419, + "FP": 7404, + "IoU": 0.6943004000319114, + "TN": 111691177, + "TP": 60920, + "n_pred": 68324, + "n_ref": 80339 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0092.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0092.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8514719174018398, + "FN": 11847, + "FP": 41725, + "IoU": 0.7413592495497975, + "TN": 198880746, + "TP": 153557, + "n_pred": 195282, + "n_ref": 165404 + }, + "10": { + "Dice": 0.7638052271055915, + "FN": 16908, + "FP": 11677, + "IoU": 0.6178680284476766, + "TN": 199013071, + "TP": 46219, + "n_pred": 57896, + "n_ref": 63127 + }, + "11": { + "Dice": 0.7674587778855481, + "FN": 1270, + "FP": 648, + "IoU": 0.6226637812315562, + "TN": 199082792, + "TP": 3165, + "n_pred": 3813, + "n_ref": 4435 + }, + "12": { + "Dice": 0.7522715583747642, + "FN": 1141, + "FP": 304, + "IoU": 0.6029128881560868, + "TN": 199084236, + "TP": 2194, + "n_pred": 2498, + "n_ref": 3335 + }, + "13": { + "Dice": 0.4765629037537253, + "FN": 21762, + "FP": 8623, + "IoU": 0.3128208607549133, + "TN": 199043658, + "TP": 13832, + "n_pred": 22455, + "n_ref": 35594 + }, + "14": { + "Dice": 0.660805520536129, + "FN": 17071, + "FP": 13601, + "IoU": 0.4934350691175742, + "TN": 199027326, + "TP": 29877, + "n_pred": 43478, + "n_ref": 46948 + }, + "15": { + "Dice": 0.43463420781784956, + "FN": 97181, + "FP": 10485, + "IoU": 0.27765664101549137, + "TN": 198938824, + "TP": 41385, + "n_pred": 51870, + "n_ref": 138566 + }, + "2": { + "Dice": 0.9433586109355722, + "FN": 4183, + "FP": 10875, + "IoU": 0.8927897588517155, + "TN": 198947422, + "TP": 125395, + "n_pred": 136270, + "n_ref": 129578 + }, + "3": { + "Dice": 0.9543849216421428, + "FN": 7228, + "FP": 5352, + "IoU": 0.9127497693902887, + "TN": 198943692, + "TP": 131603, + "n_pred": 136955, + "n_ref": 138831 + }, + "4": { + "Dice": 0.8135169626714879, + "FN": 1821, + "FP": 5193, + "IoU": 0.6856541029892887, + "TN": 199065562, + "TP": 15299, + "n_pred": 20492, + "n_ref": 17120 + }, + "5": { + "Dice": 0.6806057932656963, + "FN": 8496, + "FP": 2365, + "IoU": 0.5158471894084607, + "TN": 199065442, + "TP": 11572, + "n_pred": 13937, + "n_ref": 20068 + }, + "6": { + "Dice": 0.9293163313242256, + "FN": 82813, + "FP": 80289, + "IoU": 0.8679653556998843, + "TN": 197852578, + "TP": 1072195, + "n_pred": 1152484, + "n_ref": 1155008 + }, + "7": { + "Dice": 0.77013038751629, + "FN": 42122, + "FP": 25964, + "IoU": 0.6261886460964093, + "TN": 198905735, + "TP": 114054, + "n_pred": 140018, + "n_ref": 156176 + }, + "8": { + "Dice": 0.8979051764647689, + "FN": 9440, + "FP": 15328, + "IoU": 0.8147258813760913, + "TN": 198954192, + "TP": 108915, + "n_pred": 124243, + "n_ref": 118355 + }, + "9": { + "Dice": 0.8474110541832441, + "FN": 14581, + "FP": 17405, + "IoU": 0.7352239992053243, + "TN": 198967071, + "TP": 88818, + "n_pred": 106223, + "n_ref": 103399 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0097.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0097.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8501257807610656, + "FN": 11181, + "FP": 49886, + "IoU": 0.739320672241645, + "TN": 130840931, + "TP": 173194, + "n_pred": 223080, + "n_ref": 184375 + }, + "10": { + "Dice": 0.7420626052641619, + "FN": 14649, + "FP": 32674, + "IoU": 0.5899042419515577, + "TN": 130959797, + "TP": 68072, + "n_pred": 100746, + "n_ref": 82721 + }, + "11": { + "Dice": 0.6357691214102928, + "FN": 1835, + "FP": 727, + "IoU": 0.4660275114631096, + "TN": 131070394, + "TP": 2236, + "n_pred": 2963, + "n_ref": 4071 + }, + "12": { + "Dice": 0.7786742259049281, + "FN": 1064, + "FP": 966, + "IoU": 0.6375647205856098, + "TN": 131069591, + "TP": 3571, + "n_pred": 4537, + "n_ref": 4635 + }, + "13": { + "Dice": 0.42047658100267493, + "FN": 62728, + "FP": 12883, + "IoU": 0.2662047146281577, + "TN": 130972151, + "TP": 27430, + "n_pred": 40313, + "n_ref": 90158 + }, + "14": { + "Dice": 0.6448428023561177, + "FN": 8608, + "FP": 44271, + "IoU": 0.47584354307918003, + "TN": 130974308, + "TP": 48005, + "n_pred": 92276, + "n_ref": 56613 + }, + "15": { + "Dice": 0.6283321702721563, + "FN": 2818, + "FP": 26475, + "IoU": 0.4580789580789581, + "TN": 131021138, + "TP": 24761, + "n_pred": 51236, + "n_ref": 27579 + }, + "2": { + "Dice": 0.8396820242540809, + "FN": 25791, + "FP": 25555, + "IoU": 0.7236654449951833, + "TN": 130889381, + "TP": 134465, + "n_pred": 160020, + "n_ref": 160256 + }, + "3": { + "Dice": 0.796721420717689, + "FN": 10730, + "FP": 80785, + "IoU": 0.6621254914991416, + "TN": 130804337, + "TP": 179340, + "n_pred": 260125, + "n_ref": 190070 + }, + "4": { + "Dice": 0.6646654068374368, + "FN": 36325, + "FP": 762, + "IoU": 0.4977519568809079, + "TN": 131001350, + "TP": 36755, + "n_pred": 37517, + "n_ref": 73080 + }, + "5": { + "Dice": 0.7957372572815534, + "FN": 4208, + "FP": 1178, + "IoU": 0.6607671474459911, + "TN": 131059315, + "TP": 10491, + "n_pred": 11669, + "n_ref": 14699 + }, + "6": { + "Dice": 0.9012897636535069, + "FN": 43209, + "FP": 268872, + "IoU": 0.8203161614754202, + "TN": 129338358, + "TP": 1424753, + "n_pred": 1693625, + "n_ref": 1467962 + }, + "7": { + "Dice": 0.6780042960205135, + "FN": 176029, + "FP": 394956, + "IoU": 0.5128642203447238, + "TN": 129903065, + "TP": 601142, + "n_pred": 996098, + "n_ref": 777171 + }, + "8": { + "Dice": 0.9262610600695811, + "FN": 8113, + "FP": 11005, + "IoU": 0.8626501523076039, + "TN": 130936000, + "TP": 120074, + "n_pred": 131079, + "n_ref": 128187 + }, + "9": { + "Dice": 0.7224783489163686, + "FN": 23623, + "FP": 8582, + "IoU": 0.565531197301855, + "TN": 131001067, + "TP": 41920, + "n_pred": 50502, + "n_ref": 65543 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0099.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0099.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8887478016850044, + "FN": 5562, + "FP": 47007, + "IoU": 0.799771467748386, + "TN": 101354655, + "TP": 209976, + "n_pred": 256983, + "n_ref": 215538 + }, + "10": { + "Dice": 0.7625445781030177, + "FN": 10863, + "FP": 10910, + "IoU": 0.6162198367792995, + "TN": 101560467, + "TP": 34960, + "n_pred": 45870, + "n_ref": 45823 + }, + "11": { + "Dice": 0.8448717948717949, + "FN": 1005, + "FP": 447, + "IoU": 0.7314095449500555, + "TN": 101611794, + "TP": 3954, + "n_pred": 4401, + "n_ref": 4959 + }, + "12": { + "Dice": 0.7752988797891368, + "FN": 1372, + "FP": 1015, + "IoU": 0.6330514988470407, + "TN": 101610695, + "TP": 4118, + "n_pred": 5133, + "n_ref": 5490 + }, + "13": { + "Dice": 0.7387420816878263, + "FN": 18276, + "FP": 11295, + "IoU": 0.58571848863111, + "TN": 101545821, + "TP": 41808, + "n_pred": 53103, + "n_ref": 60084 + }, + "14": { + "Dice": 0.9583970925784239, + "FN": 1644, + "FP": 3576, + "IoU": 0.9201175282343219, + "TN": 101551854, + "TP": 60126, + "n_pred": 63702, + "n_ref": 61770 + }, + "15": { + "Dice": 0.8243796018543769, + "FN": 9082, + "FP": 1222, + "IoU": 0.7012294131292044, + "TN": 101582712, + "TP": 24184, + "n_pred": 25406, + "n_ref": 33266 + }, + "2": { + "Dice": 0.6625567445183189, + "FN": 84699, + "FP": 4576, + "IoU": 0.49539054595605897, + "TN": 101440281, + "TP": 87644, + "n_pred": 92220, + "n_ref": 172343 + }, + "3": { + "Dice": 0.7937315024084558, + "FN": 8441, + "FP": 77074, + "IoU": 0.6580056629127208, + "TN": 101367152, + "TP": 164533, + "n_pred": 241607, + "n_ref": 172974 + }, + "4": { + "Dice": 0.23725024904230074, + "FN": 1566, + "FP": 92613, + "IoU": 0.13459099847462921, + "TN": 101508374, + "TP": 14647, + "n_pred": 107260, + "n_ref": 16213 + }, + "5": { + "Dice": 0.7666165413533834, + "FN": 9979, + "FP": 2437, + "IoU": 0.6215557181175323, + "TN": 101584392, + "TP": 20392, + "n_pred": 22829, + "n_ref": 30371 + }, + "6": { + "Dice": 0.9294305320263937, + "FN": 123728, + "FP": 90384, + "IoU": 0.8681646168983662, + "TN": 99993114, + "TP": 1409974, + "n_pred": 1500358, + "n_ref": 1533702 + }, + "7": { + "Dice": 0.810020087376063, + "FN": 125799, + "FP": 15877, + "IoU": 0.6807006393830191, + "TN": 101173491, + "TP": 302033, + "n_pred": 317910, + "n_ref": 427832 + }, + "8": { + "Dice": 0.9225575810381553, + "FN": 21236, + "FP": 14139, + "IoU": 0.8562476887879292, + "TN": 101371117, + "TP": 210708, + "n_pred": 224847, + "n_ref": 231944 + }, + "9": { + "Dice": 0.9123328744072204, + "FN": 6449, + "FP": 7878, + "IoU": 0.8387978756919753, + "TN": 101528324, + "TP": 74549, + "n_pred": 82427, + "n_ref": 80998 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0110.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0110.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9551627916052804, + "FN": 15794, + "FP": 2588, + "IoU": 0.914173790836551, + "TN": 118968035, + "TP": 195795, + "n_pred": 198383, + "n_ref": 211589 + }, + "10": { + "Dice": 0.7586055915418592, + "FN": 21840, + "FP": 15650, + "IoU": 0.6110915164215025, + "TN": 119085814, + "TP": 58908, + "n_pred": 74558, + "n_ref": 80748 + }, + "11": { + "Dice": 0.7051250309482545, + "FN": 1190, + "FP": 1192, + "IoU": 0.5445506692160612, + "TN": 119176982, + "TP": 2848, + "n_pred": 4040, + "n_ref": 4038 + }, + "12": { + "Dice": 0.681714362488244, + "FN": 1598, + "FP": 771, + "IoU": 0.5171218915613535, + "TN": 119177306, + "TP": 2537, + "n_pred": 3308, + "n_ref": 4135 + }, + "13": { + "Dice": 0.6804335977714528, + "FN": 10603, + "FP": 10505, + "IoU": 0.5156493804497476, + "TN": 119138632, + "TP": 22472, + "n_pred": 32977, + "n_ref": 33075 + }, + "14": { + "Dice": 0.3645527544688423, + "FN": 45687, + "FP": 24664, + "IoU": 0.22290707050623543, + "TN": 119091681, + "TP": 20180, + "n_pred": 44844, + "n_ref": 65867 + }, + "15": { + "Dice": 0.6484052848607255, + "FN": 5310, + "FP": 11402, + "IoU": 0.479733515970363, + "TN": 119150090, + "TP": 15410, + "n_pred": 26812, + "n_ref": 20720 + }, + "2": { + "Dice": 0.9217541624965881, + "FN": 21259, + "FP": 7981, + "IoU": 0.8548645683908531, + "TN": 118980745, + "TP": 172227, + "n_pred": 180208, + "n_ref": 193486 + }, + "3": { + "Dice": 0.9246069763863173, + "FN": 10737, + "FP": 19639, + "IoU": 0.8597851725681894, + "TN": 118965573, + "TP": 186263, + "n_pred": 205902, + "n_ref": 197000 + }, + "4": { + "Dice": 0.7593137930602374, + "FN": 13040, + "FP": 6167, + "IoU": 0.6120111506140918, + "TN": 119132708, + "TP": 30297, + "n_pred": 36464, + "n_ref": 43337 + }, + "5": { + "Dice": 0.8818994939390373, + "FN": 2735, + "FP": 1279, + "IoU": 0.7887479606336508, + "TN": 119163211, + "TP": 14987, + "n_pred": 16266, + "n_ref": 17722 + }, + "6": { + "Dice": 0.9582273616872986, + "FN": 51955, + "FP": 95126, + "IoU": 0.91980469293116, + "TN": 117348177, + "TP": 1686954, + "n_pred": 1782080, + "n_ref": 1738909 + }, + "7": { + "Dice": 0.815108660012148, + "FN": 70163, + "FP": 33028, + "IoU": 0.6879184888130795, + "TN": 118851558, + "TP": 227463, + "n_pred": 260491, + "n_ref": 297626 + }, + "8": { + "Dice": 0.9485373814699889, + "FN": 5590, + "FP": 2719, + "IoU": 0.9021123193101092, + "TN": 119097329, + "TP": 76574, + "n_pred": 79293, + "n_ref": 82164 + }, + "9": { + "Dice": 0.8969206493413345, + "FN": 10490, + "FP": 6756, + "IoU": 0.813106191141888, + "TN": 119089935, + "TP": 75031, + "n_pred": 81787, + "n_ref": 85521 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0113.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0113.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 44530, + "IoU": 0.0, + "TN": 61287950, + "TP": 0, + "n_pred": 44530, + "n_ref": 0 + }, + "10": { + "Dice": 0.7257721981773704, + "FN": 7430, + "FP": 12972, + "IoU": 0.56957805907173, + "TN": 61285080, + "TP": 26998, + "n_pred": 39970, + "n_ref": 34428 + }, + "11": { + "Dice": 0.8637744561915178, + "FN": 310, + "FP": 811, + "IoU": 0.7602139037433155, + "TN": 61327805, + "TP": 3554, + "n_pred": 4365, + "n_ref": 3864 + }, + "12": { + "Dice": 0.7875636442422272, + "FN": 1215, + "FP": 746, + "IoU": 0.6495711222301644, + "TN": 61326884, + "TP": 3635, + "n_pred": 4381, + "n_ref": 4850 + }, + "13": { + "Dice": 0.38517605995277693, + "FN": 37688, + "FP": 10224, + "IoU": 0.238525111252384, + "TN": 61269560, + "TP": 15008, + "n_pred": 25232, + "n_ref": 52696 + }, + "14": { + "Dice": 0.9501227735417316, + "FN": 20612, + "FP": 5632, + "IoU": 0.9049846492498407, + "TN": 61056272, + "TP": 249964, + "n_pred": 255596, + "n_ref": 270576 + }, + "15": { + "Dice": 0.37620905693559026, + "FN": 70846, + "FP": 19958, + "IoU": 0.2316856480462999, + "TN": 61214294, + "TP": 27382, + "n_pred": 47340, + "n_ref": 98228 + }, + "2": { + "Dice": 0.9238681920406766, + "FN": 19216, + "FP": 4142, + "IoU": 0.8585083957258123, + "TN": 61167396, + "TP": 141726, + "n_pred": 145868, + "n_ref": 160942 + }, + "3": { + "Dice": 0.9335313833614888, + "FN": 7348, + "FP": 9925, + "IoU": 0.8753481994659739, + "TN": 61193910, + "TP": 121297, + "n_pred": 131222, + "n_ref": 128645 + }, + "4": { + "Dice": 0.9145343907426804, + "FN": 5518, + "FP": 1336, + "IoU": 0.8425272831705917, + "TN": 61288955, + "TP": 36671, + "n_pred": 38007, + "n_ref": 42189 + }, + "5": { + "Dice": 0.7639434637264677, + "FN": 2059, + "FP": 1966, + "IoU": 0.6180489656481306, + "TN": 61321942, + "TP": 6513, + "n_pred": 8479, + "n_ref": 8572 + }, + "6": { + "Dice": 0.9398412970801714, + "FN": 23108, + "FP": 128336, + "IoU": 0.8865100050508609, + "TN": 59998054, + "TP": 1182982, + "n_pred": 1311318, + "n_ref": 1206090 + }, + "7": { + "Dice": 0.4467112471192716, + "FN": 139195, + "FP": 21900, + "IoU": 0.28759060174149925, + "TN": 61106353, + "TP": 65032, + "n_pred": 86932, + "n_ref": 204227 + }, + "8": { + "Dice": 0.9369445002098808, + "FN": 5206, + "FP": 5159, + "IoU": 0.8813693174014559, + "TN": 61245108, + "TP": 77007, + "n_pred": 82166, + "n_ref": 82213 + }, + "9": { + "Dice": 0.7998353355039107, + "FN": 9943, + "FP": 16800, + "IoU": 0.6664379973557513, + "TN": 61252306, + "TP": 53431, + "n_pred": 70231, + "n_ref": 63374 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0115.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0115.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9640956029594063, + "FN": 5278, + "FP": 7524, + "IoU": 0.9306800952999783, + "TN": 148922820, + "TP": 171878, + "n_pred": 179402, + "n_ref": 177156 + }, + "10": { + "Dice": 0.8504220625676174, + "FN": 7166, + "FP": 15923, + "IoU": 0.7397689489997182, + "TN": 149018775, + "TP": 65636, + "n_pred": 81559, + "n_ref": 72802 + }, + "11": { + "Dice": 0.8228893058161351, + "FN": 411, + "FP": 533, + "IoU": 0.6990755498884285, + "TN": 149104363, + "TP": 2193, + "n_pred": 2726, + "n_ref": 2604 + }, + "12": { + "Dice": 0.5660006550933508, + "FN": 1233, + "FP": 92, + "IoU": 0.3947007766103243, + "TN": 149105311, + "TP": 864, + "n_pred": 956, + "n_ref": 2097 + }, + "13": { + "Dice": 0.5576500457269216, + "FN": 43513, + "FP": 21301, + "IoU": 0.38662603626452663, + "TN": 149001832, + "TP": 40854, + "n_pred": 62155, + "n_ref": 84367 + }, + "14": { + "Dice": 0.9140786057630517, + "FN": 4165, + "FP": 12548, + "IoU": 0.8417539341375196, + "TN": 149001886, + "TP": 88901, + "n_pred": 101449, + "n_ref": 93066 + }, + "15": { + "Dice": 0.8419720839115175, + "FN": 7098, + "FP": 4518, + "IoU": 0.7270740819059702, + "TN": 149064939, + "TP": 30945, + "n_pred": 35463, + "n_ref": 38043 + }, + "2": { + "Dice": 0.8849026338030598, + "FN": 3092, + "FP": 36946, + "IoU": 0.7935653518948182, + "TN": 148913550, + "TP": 153912, + "n_pred": 190858, + "n_ref": 157004 + }, + "3": { + "Dice": 0.6926400720838795, + "FN": 26263, + "FP": 3755, + "IoU": 0.5298005983615545, + "TN": 149043659, + "TP": 33823, + "n_pred": 37578, + "n_ref": 60086 + }, + "4": { + "Dice": 0.9293371847314038, + "FN": 1864, + "FP": 1781, + "IoU": 0.8680017382487144, + "TN": 149079886, + "TP": 23969, + "n_pred": 25750, + "n_ref": 25833 + }, + "5": { + "Dice": 0.18383996122883067, + "FN": 30302, + "FP": 11, + "IoU": 0.10122453820381297, + "TN": 149073773, + "TP": 3414, + "n_pred": 3425, + "n_ref": 33716 + }, + "6": { + "Dice": 0.9727451291043889, + "FN": 25450, + "FP": 35104, + "IoU": 0.9469364971288012, + "TN": 147966339, + "TP": 1080607, + "n_pred": 1115711, + "n_ref": 1106057 + }, + "7": { + "Dice": 0.7419974856946594, + "FN": 106625, + "FP": 10560, + "IoU": 0.5898219417346592, + "TN": 148821807, + "TP": 168508, + "n_pred": 179068, + "n_ref": 275133 + }, + "8": { + "Dice": 0.9549041461329466, + "FN": 15729, + "FP": 4421, + "IoU": 0.913700061673405, + "TN": 148874012, + "TP": 213338, + "n_pred": 217759, + "n_ref": 229067 + }, + "9": { + "Dice": 0.8492152996100124, + "FN": 20092, + "FP": 3841, + "IoU": 0.7379445515066573, + "TN": 149016172, + "TP": 67395, + "n_pred": 71236, + "n_ref": 87487 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0121.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0121.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.48317565647986366, + "FN": 350983, + "FP": 118, + "IoU": 0.31854423918233304, + "TN": 100197578, + "TP": 164121, + "n_pred": 164239, + "n_ref": 515104 + }, + "10": { + "Dice": 0.2489234382864493, + "FN": 29569, + "FP": 24151, + "IoU": 0.1421545143879148, + "TN": 100650178, + "TP": 8902, + "n_pred": 33053, + "n_ref": 38471 + }, + "11": { + "Dice": 0.6974765258215962, + "FN": 1104, + "FP": 958, + "IoU": 0.5354809641811219, + "TN": 100708361, + "TP": 2377, + "n_pred": 3335, + "n_ref": 3481 + }, + "12": { + "Dice": 0.5640436530729466, + "FN": 2436, + "FP": 2877, + "IoU": 0.3928, + "TN": 100704050, + "TP": 3437, + "n_pred": 6314, + "n_ref": 5873 + }, + "13": { + "Dice": 0.0, + "FN": 39155, + "FP": 0, + "IoU": 0.0, + "TN": 100673645, + "TP": 0, + "n_pred": 0, + "n_ref": 39155 + }, + "14": { + "Dice": 0.6290527925860945, + "FN": 14066, + "FP": 150846, + "IoU": 0.4588453801752964, + "TN": 100408059, + "TP": 139829, + "n_pred": 290675, + "n_ref": 153895 + }, + "15": { + "Dice": 0.7477943151899414, + "FN": 25680, + "FP": 21258, + "IoU": 0.597181696474546, + "TN": 100596276, + "TP": 69586, + "n_pred": 90844, + "n_ref": 95266 + }, + "2": { + "Dice": 0.6853580237155987, + "FN": 85742, + "FP": 49611, + "IoU": 0.5213267460488671, + "TN": 100430033, + "TP": 147414, + "n_pred": 197025, + "n_ref": 233156 + }, + "3": { + "Dice": 0.7232360484093173, + "FN": 53330, + "FP": 77250, + "IoU": 0.5664602666046913, + "TN": 100411605, + "TP": 170615, + "n_pred": 247865, + "n_ref": 223945 + }, + "4": { + "Dice": 0.564214456566128, + "FN": 33474, + "FP": 3875, + "IoU": 0.3929656898597364, + "TN": 100651273, + "TP": 24178, + "n_pred": 28053, + "n_ref": 57652 + }, + "5": { + "Dice": 0.6145902601212595, + "FN": 8617, + "FP": 1236, + "IoU": 0.4436162403297758, + "TN": 100695091, + "TP": 7856, + "n_pred": 9092, + "n_ref": 16473 + }, + "6": { + "Dice": 0.6451259526708136, + "FN": 840207, + "FP": 521669, + "IoU": 0.47615197437911433, + "TN": 98113046, + "TP": 1237878, + "n_pred": 1759547, + "n_ref": 2078085 + }, + "7": { + "Dice": 0.540470512027795, + "FN": 71340, + "FP": 100337, + "IoU": 0.3703046197296752, + "TN": 100440165, + "TP": 100958, + "n_pred": 201295, + "n_ref": 172298 + }, + "8": { + "Dice": 0.8901514659039199, + "FN": 3301, + "FP": 22046, + "IoU": 0.8020477016072349, + "TN": 100584754, + "TP": 102699, + "n_pred": 124745, + "n_ref": 106000 + }, + "9": { + "Dice": 0.7537339169651147, + "FN": 30825, + "FP": 15590, + "IoU": 0.6047937332368343, + "TN": 100595355, + "TP": 71030, + "n_pred": 86620, + "n_ref": 101855 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0125.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0125.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9442387372776068, + "FN": 693, + "FP": 8418, + "IoU": 0.894367666836711, + "TN": 78864448, + "TP": 77141, + "n_pred": 85559, + "n_ref": 77834 + }, + "10": { + "Dice": 0.5660872207385137, + "FN": 21245, + "FP": 5888, + "IoU": 0.3947849750178444, + "TN": 78905868, + "TP": 17699, + "n_pred": 23587, + "n_ref": 38944 + }, + "11": { + "Dice": 0.6320315299175923, + "FN": 486, + "FP": 541, + "IoU": 0.46202200104766894, + "TN": 78948791, + "TP": 882, + "n_pred": 1423, + "n_ref": 1368 + }, + "12": { + "Dice": 0.42793987621573826, + "FN": 1834, + "FP": 107, + "IoU": 0.2722159730033746, + "TN": 78948033, + "TP": 726, + "n_pred": 833, + "n_ref": 2560 + }, + "13": { + "Dice": 0.31601912067144683, + "FN": 48034, + "FP": 1188, + "IoU": 0.18766194114831747, + "TN": 78890107, + "TP": 11371, + "n_pred": 12559, + "n_ref": 59405 + }, + "14": { + "Dice": 0.4799264286167311, + "FN": 12135, + "FP": 20665, + "IoU": 0.31572578962740433, + "TN": 78902766, + "TP": 15134, + "n_pred": 35799, + "n_ref": 27269 + }, + "15": { + "Dice": 0.872940632940633, + "FN": 11882, + "FP": 1869, + "IoU": 0.7745294156227455, + "TN": 78889712, + "TP": 47237, + "n_pred": 49106, + "n_ref": 59119 + }, + "2": { + "Dice": 0.9021646985134909, + "FN": 16581, + "FP": 1538, + "IoU": 0.8217668873390452, + "TN": 78849041, + "TP": 83540, + "n_pred": 85078, + "n_ref": 100121 + }, + "3": { + "Dice": 0.945723617183543, + "FN": 3454, + "FP": 5869, + "IoU": 0.89703576082875, + "TN": 78860154, + "TP": 81223, + "n_pred": 87092, + "n_ref": 84677 + }, + "4": { + "Dice": 0.8713298555158004, + "FN": 1177, + "FP": 3534, + "IoU": 0.7719969025263769, + "TN": 78930038, + "TP": 15951, + "n_pred": 19485, + "n_ref": 17128 + }, + "5": { + "Dice": 0.16673684210526316, + "FN": 31630, + "FP": 34, + "IoU": 0.09095084979329353, + "TN": 78915868, + "TP": 3168, + "n_pred": 3202, + "n_ref": 34798 + }, + "6": { + "Dice": 0.9407645512319279, + "FN": 56189, + "FP": 25779, + "IoU": 0.8881543308676745, + "TN": 78217833, + "TP": 650899, + "n_pred": 676678, + "n_ref": 707088 + }, + "7": { + "Dice": 0.3110309119472986, + "FN": 585892, + "FP": 13168, + "IoU": 0.18415429515403503, + "TN": 78216419, + "TP": 135221, + "n_pred": 148389, + "n_ref": 721113 + }, + "8": { + "Dice": 0.877068089766309, + "FN": 72012, + "FP": 619, + "IoU": 0.7810518890533481, + "TN": 78618973, + "TP": 259096, + "n_pred": 259715, + "n_ref": 331108 + }, + "9": { + "Dice": 0.6396948120309263, + "FN": 28793, + "FP": 3036, + "IoU": 0.4702583050396112, + "TN": 78890616, + "TP": 28255, + "n_pred": 31291, + "n_ref": 57048 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0126.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0126.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9047097821422574, + "FN": 2730, + "FP": 27914, + "IoU": 0.8260000567810806, + "TN": 104828325, + "TP": 145471, + "n_pred": 173385, + "n_ref": 148201 + }, + "10": { + "Dice": 0.743943863169201, + "FN": 19011, + "FP": 27952, + "IoU": 0.5922855208098207, + "TN": 104889254, + "TP": 68223, + "n_pred": 96175, + "n_ref": 87234 + }, + "11": { + "Dice": 0.8357763975155279, + "FN": 967, + "FP": 355, + "IoU": 0.7178830559112249, + "TN": 104999754, + "TP": 3364, + "n_pred": 3719, + "n_ref": 4331 + }, + "12": { + "Dice": 0.7356715141146278, + "FN": 1823, + "FP": 340, + "IoU": 0.5818673883626523, + "TN": 104999267, + "TP": 3010, + "n_pred": 3350, + "n_ref": 4833 + }, + "13": { + "Dice": 0.7380959453438289, + "FN": 28122, + "FP": 7146, + "IoU": 0.5849065486559013, + "TN": 104919476, + "TP": 49696, + "n_pred": 56842, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9218567384798309, + "FN": 1854, + "FP": 9713, + "IoU": 0.8550410426718466, + "TN": 104924645, + "TP": 68228, + "n_pred": 77941, + "n_ref": 70082 + }, + "15": { + "Dice": 0.9018758429032654, + "FN": 2292, + "FP": 2510, + "IoU": 0.8212876814291031, + "TN": 104977570, + "TP": 22068, + "n_pred": 24578, + "n_ref": 24360 + }, + "2": { + "Dice": 0.8421316706694586, + "FN": 44869, + "FP": 2327, + "IoU": 0.7273121211946127, + "TN": 104831363, + "TP": 125881, + "n_pred": 128208, + "n_ref": 170750 + }, + "3": { + "Dice": 0.8737076947753686, + "FN": 3748, + "FP": 39557, + "IoU": 0.7757379596064216, + "TN": 104811340, + "TP": 149795, + "n_pred": 189352, + "n_ref": 153543 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 4382, + "IoU": 0.0, + "TN": 105000058, + "TP": 0, + "n_pred": 4382, + "n_ref": 0 + }, + "5": { + "Dice": 0.7265006895550555, + "FN": 10062, + "FP": 5010, + "IoU": 0.5704759190652607, + "TN": 104969350, + "TP": 20018, + "n_pred": 25028, + "n_ref": 30080 + }, + "6": { + "Dice": 0.9572244531858213, + "FN": 23530, + "FP": 84822, + "IoU": 0.9179582855680423, + "TN": 103683746, + "TP": 1212342, + "n_pred": 1297164, + "n_ref": 1235872 + }, + "7": { + "Dice": 0.8906175375421067, + "FN": 19371, + "FP": 32389, + "IoU": 0.8028047744408167, + "TN": 104741959, + "TP": 210721, + "n_pred": 243110, + "n_ref": 230092 + }, + "8": { + "Dice": 0.9578399481312103, + "FN": 21222, + "FP": 9145, + "IoU": 0.9190910229322476, + "TN": 104629117, + "TP": 344956, + "n_pred": 354101, + "n_ref": 366178 + }, + "9": { + "Dice": 0.9023114884764752, + "FN": 13745, + "FP": 3536, + "IoU": 0.8220105057163457, + "TN": 104907350, + "TP": 79809, + "n_pred": 83345, + "n_ref": 93554 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0129.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0129.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8724440961967331, + "FN": 56252, + "FP": 49562, + "IoU": 0.7737479740507439, + "TN": 177208606, + "TP": 361868, + "n_pred": 411430, + "n_ref": 418120 + }, + "10": { + "Dice": 0.6949312291998565, + "FN": 30303, + "FP": 6272, + "IoU": 0.5324862909513888, + "TN": 177598055, + "TP": 41658, + "n_pred": 47930, + "n_ref": 71961 + }, + "11": { + "Dice": 0.7959952885747938, + "FN": 1364, + "FP": 368, + "IoU": 0.6611230678927803, + "TN": 177671177, + "TP": 3379, + "n_pred": 3747, + "n_ref": 4743 + }, + "12": { + "Dice": 0.7683128936029168, + "FN": 1721, + "FP": 376, + "IoU": 0.623789020452099, + "TN": 177670714, + "TP": 3477, + "n_pred": 3853, + "n_ref": 5198 + }, + "13": { + "Dice": 0.88690184275762, + "FN": 11074, + "FP": 5761, + "IoU": 0.7967867316884747, + "TN": 177593444, + "TP": 66009, + "n_pred": 71770, + "n_ref": 77083 + }, + "14": { + "Dice": 0.9604730781201369, + "FN": 3724, + "FP": 2245, + "IoU": 0.9239520958083832, + "TN": 177597798, + "TP": 72521, + "n_pred": 74766, + "n_ref": 76245 + }, + "15": { + "Dice": 0.4415090301639578, + "FN": 4602, + "FP": 42371, + "IoU": 0.283292645712542, + "TN": 177610748, + "TP": 18567, + "n_pred": 60938, + "n_ref": 23169 + }, + "2": { + "Dice": 0.8940682797783301, + "FN": 37948, + "FP": 3857, + "IoU": 0.8084299088547037, + "TN": 177458065, + "TP": 176418, + "n_pred": 180275, + "n_ref": 214366 + }, + "3": { + "Dice": 0.9080108481669626, + "FN": 9174, + "FP": 30918, + "IoU": 0.831520026222564, + "TN": 177438325, + "TP": 197871, + "n_pred": 228789, + "n_ref": 207045 + }, + "4": { + "Dice": 0.7836882693747783, + "FN": 4607, + "FP": 11858, + "IoU": 0.6443153096714264, + "TN": 177629997, + "TP": 29826, + "n_pred": 41684, + "n_ref": 34433 + }, + "5": { + "Dice": 0.6289281646770996, + "FN": 16271, + "FP": 1323, + "IoU": 0.45871277381245384, + "TN": 177643784, + "TP": 14910, + "n_pred": 16233, + "n_ref": 31181 + }, + "6": { + "Dice": 0.9072975341792786, + "FN": 180326, + "FP": 151788, + "IoU": 0.8303244136067851, + "TN": 175718941, + "TP": 1625233, + "n_pred": 1777021, + "n_ref": 1805559 + }, + "7": { + "Dice": 0.8234111870101062, + "FN": 36335, + "FP": 106003, + "IoU": 0.6998291823952424, + "TN": 177202098, + "TP": 331852, + "n_pred": 437855, + "n_ref": 368187 + }, + "8": { + "Dice": 0.8496324740430563, + "FN": 11152, + "FP": 55496, + "IoU": 0.7385748075044815, + "TN": 177421347, + "TP": 188293, + "n_pred": 243789, + "n_ref": 199445 + }, + "9": { + "Dice": 0.9144467099165894, + "FN": 11888, + "FP": 11190, + "IoU": 0.8423784610761266, + "TN": 177529874, + "TP": 123336, + "n_pred": 134526, + "n_ref": 135224 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0135.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0135.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9621960698749505, + "FN": 10665, + "FP": 3196, + "IoU": 0.9271462960821621, + "TN": 193815277, + "TP": 176397, + "n_pred": 179593, + "n_ref": 187062 + }, + "10": { + "Dice": 0.8887509750445531, + "FN": 8999, + "FP": 10540, + "IoU": 0.7997766073002275, + "TN": 193907949, + "TP": 78047, + "n_pred": 88587, + "n_ref": 87046 + }, + "11": { + "Dice": 0.8450844091360477, + "FN": 559, + "FP": 377, + "IoU": 0.7317282889079966, + "TN": 194002046, + "TP": 2553, + "n_pred": 2930, + "n_ref": 3112 + }, + "12": { + "Dice": 0.758109360518999, + "FN": 1496, + "FP": 70, + "IoU": 0.6104477611940299, + "TN": 194001515, + "TP": 2454, + "n_pred": 2524, + "n_ref": 3950 + }, + "13": { + "Dice": 0.7345899930507297, + "FN": 24594, + "FP": 5960, + "IoU": 0.5805153973941816, + "TN": 193932698, + "TP": 42283, + "n_pred": 48243, + "n_ref": 66877 + }, + "14": { + "Dice": 0.9259559289890293, + "FN": 2176, + "FP": 9615, + "IoU": 0.8621209817930938, + "TN": 193920018, + "TP": 73726, + "n_pred": 83341, + "n_ref": 75902 + }, + "15": { + "Dice": 0.8572542901716068, + "FN": 1184, + "FP": 5404, + "IoU": 0.7501706484641638, + "TN": 193979165, + "TP": 19782, + "n_pred": 25186, + "n_ref": 20966 + }, + "2": { + "Dice": 0.9151865219363882, + "FN": 3747, + "FP": 21303, + "IoU": 0.8436349109249572, + "TN": 193845333, + "TP": 135152, + "n_pred": 156455, + "n_ref": 138899 + }, + "3": { + "Dice": 0.8866897495118912, + "FN": 25333, + "FP": 2582, + "IoU": 0.7964444314809278, + "TN": 193868398, + "TP": 109222, + "n_pred": 111804, + "n_ref": 134555 + }, + "4": { + "Dice": 0.9471590500611086, + "FN": 1267, + "FP": 938, + "IoU": 0.8996221605134975, + "TN": 193983568, + "TP": 19762, + "n_pred": 20700, + "n_ref": 21029 + }, + "5": { + "Dice": 0.5207125211285919, + "FN": 17258, + "FP": 1173, + "IoU": 0.3520022501142636, + "TN": 193977092, + "TP": 10012, + "n_pred": 11185, + "n_ref": 27270 + }, + "6": { + "Dice": 0.9469552482326768, + "FN": 24764, + "FP": 127648, + "IoU": 0.8992545156731503, + "TN": 192492693, + "TP": 1360430, + "n_pred": 1488078, + "n_ref": 1385194 + }, + "7": { + "Dice": 0.836738696540028, + "FN": 68131, + "FP": 30926, + "IoU": 0.7193041615424287, + "TN": 193652637, + "TP": 253841, + "n_pred": 284767, + "n_ref": 321972 + }, + "8": { + "Dice": 0.9596934167320857, + "FN": 14018, + "FP": 5082, + "IoU": 0.9225101832167605, + "TN": 193759051, + "TP": 227384, + "n_pred": 232466, + "n_ref": 241402 + }, + "9": { + "Dice": 0.7740206060237669, + "FN": 34748, + "FP": 2429, + "IoU": 0.6313487892430042, + "TN": 193904689, + "TP": 63669, + "n_pred": 66098, + "n_ref": 98417 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0137.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0137.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9660619894281596, + "FN": 1872, + "FP": 6038, + "IoU": 0.9343519432986697, + "TN": 99535309, + "TP": 112581, + "n_pred": 118619, + "n_ref": 114453 + }, + "10": { + "Dice": 0.815863637393939, + "FN": 17694, + "FP": 6677, + "IoU": 0.6889946657818841, + "TN": 99577438, + "TP": 53991, + "n_pred": 60668, + "n_ref": 71685 + }, + "11": { + "Dice": 0.8499513280489501, + "FN": 586, + "FP": 493, + "IoU": 0.7390568319226118, + "TN": 99651665, + "TP": 3056, + "n_pred": 3549, + "n_ref": 3642 + }, + "12": { + "Dice": 0.7114069809283915, + "FN": 1591, + "FP": 13, + "IoU": 0.5520804244624407, + "TN": 99652219, + "TP": 1977, + "n_pred": 1990, + "n_ref": 3568 + }, + "13": { + "Dice": 0.7665955042069572, + "FN": 14909, + "FP": 3677, + "IoU": 0.6215280606011241, + "TN": 99606692, + "TP": 30522, + "n_pred": 34199, + "n_ref": 45431 + }, + "14": { + "Dice": 0.5973809672516811, + "FN": 25446, + "FP": 13232, + "IoU": 0.42590393635338125, + "TN": 99588428, + "TP": 28694, + "n_pred": 41926, + "n_ref": 54140 + }, + "15": { + "Dice": 0.7472786761467313, + "FN": 14194, + "FP": 1872, + "IoU": 0.5965242723323037, + "TN": 99615981, + "TP": 23753, + "n_pred": 25625, + "n_ref": 37947 + }, + "2": { + "Dice": 0.9475380263929876, + "FN": 6546, + "FP": 5436, + "IoU": 0.9003061869737411, + "TN": 99535612, + "TP": 108206, + "n_pred": 113642, + "n_ref": 114752 + }, + "3": { + "Dice": 0.9650359422458047, + "FN": 6409, + "FP": 2098, + "IoU": 0.9324342570309831, + "TN": 99529893, + "TP": 117400, + "n_pred": 119498, + "n_ref": 123809 + }, + "4": { + "Dice": 0.8576345431789737, + "FN": 2460, + "FP": 3000, + "IoU": 0.7507532182963572, + "TN": 99633894, + "TP": 16446, + "n_pred": 19446, + "n_ref": 18906 + }, + "5": { + "Dice": 0.9153153153153153, + "FN": 362, + "FP": 860, + "IoU": 0.8438538205980066, + "TN": 99647974, + "TP": 6604, + "n_pred": 7464, + "n_ref": 6966 + }, + "6": { + "Dice": 0.9695588493977577, + "FN": 45046, + "FP": 37155, + "IoU": 0.9409162753555582, + "TN": 98264537, + "TP": 1309062, + "n_pred": 1346217, + "n_ref": 1354108 + }, + "7": { + "Dice": 0.8595788555339652, + "FN": 15241, + "FP": 34333, + "IoU": 0.7537380902705334, + "TN": 99454494, + "TP": 151732, + "n_pred": 186065, + "n_ref": 166973 + }, + "8": { + "Dice": 0.9683159808956655, + "FN": 4011, + "FP": 2331, + "IoU": 0.9385780558434138, + "TN": 99552547, + "TP": 96911, + "n_pred": 99242, + "n_ref": 100922 + }, + "9": { + "Dice": 0.9259682413524746, + "FN": 11651, + "FP": 1762, + "IoU": 0.8621423285643809, + "TN": 99558504, + "TP": 83883, + "n_pred": 85645, + "n_ref": 95534 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0141.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0141.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9358396650625098, + "FN": 52842, + "FP": 1193, + "IoU": 0.8794160375442691, + "TN": 62635409, + "TP": 394076, + "n_pred": 395269, + "n_ref": 446918 + }, + "10": { + "Dice": 0.8739948885285501, + "FN": 5357, + "FP": 13526, + "IoU": 0.7761908712709343, + "TN": 62999149, + "TP": 65488, + "n_pred": 79014, + "n_ref": 70845 + }, + "11": { + "Dice": 0.7948954489544895, + "FN": 960, + "FP": 374, + "IoU": 0.6596070426129115, + "TN": 63079601, + "TP": 2585, + "n_pred": 2959, + "n_ref": 3545 + }, + "12": { + "Dice": 0.8410156881772602, + "FN": 902, + "FP": 81, + "IoU": 0.7256488975718671, + "TN": 63079937, + "TP": 2600, + "n_pred": 2681, + "n_ref": 3502 + }, + "13": { + "Dice": 0.6992906187170441, + "FN": 18004, + "FP": 5777, + "IoU": 0.5376224918338778, + "TN": 63032088, + "TP": 27651, + "n_pred": 33428, + "n_ref": 45655 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 63083520, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9808982838647864, + "FN": 2141, + "FP": 2604, + "IoU": 0.9625126406269751, + "TN": 62956944, + "TP": 121831, + "n_pred": 124435, + "n_ref": 123972 + }, + "3": { + "Dice": 0.9693392592592592, + "FN": 4907, + "FP": 2854, + "IoU": 0.9405027483268554, + "TN": 62953077, + "TP": 122682, + "n_pred": 125536, + "n_ref": 127589 + }, + "4": { + "Dice": 0.3964079538165491, + "FN": 13394, + "FP": 721, + "IoU": 0.2472, + "TN": 63064770, + "TP": 4635, + "n_pred": 5356, + "n_ref": 18029 + }, + "5": { + "Dice": 0.5661072615852926, + "FN": 9887, + "FP": 946, + "IoU": 0.394804469273743, + "TN": 63065620, + "TP": 7067, + "n_pred": 8013, + "n_ref": 16954 + }, + "6": { + "Dice": 0.9104852023976835, + "FN": 158230, + "FP": 32785, + "IoU": 0.8356795193616263, + "TN": 61921066, + "TP": 971439, + "n_pred": 1004224, + "n_ref": 1129669 + }, + "7": { + "Dice": 0.7662520218747593, + "FN": 37278, + "FP": 35556, + "IoU": 0.6210766181267656, + "TN": 62891307, + "TP": 119379, + "n_pred": 154935, + "n_ref": 156657 + }, + "8": { + "Dice": 0.9289858845846274, + "FN": 12053, + "FP": 3221, + "IoU": 0.8673890205679855, + "TN": 62968341, + "TP": 99905, + "n_pred": 103126, + "n_ref": 111958 + }, + "9": { + "Dice": 0.891832749005859, + "FN": 4987, + "FP": 4207, + "IoU": 0.8047817224392729, + "TN": 63036424, + "TP": 37902, + "n_pred": 42109, + "n_ref": 42889 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0143.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0143.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9589537177677021, + "FN": 16706, + "FP": 8615, + "IoU": 0.9211441740240731, + "TN": 109287713, + "TP": 295784, + "n_pred": 304399, + "n_ref": 312490 + }, + "10": { + "Dice": 0.6510480133378881, + "FN": 24082, + "FP": 44359, + "IoU": 0.4826324582158489, + "TN": 109476531, + "TP": 63846, + "n_pred": 108205, + "n_ref": 87928 + }, + "11": { + "Dice": 0.7728365384615384, + "FN": 1251, + "FP": 639, + "IoU": 0.6297747306562194, + "TN": 109603713, + "TP": 3215, + "n_pred": 3854, + "n_ref": 4466 + }, + "12": { + "Dice": 0.7100575115724506, + "FN": 1550, + "FP": 517, + "IoU": 0.5504567203131796, + "TN": 109604220, + "TP": 2531, + "n_pred": 3048, + "n_ref": 4081 + }, + "13": { + "Dice": 0.4810054675850316, + "FN": 53683, + "FP": 4789, + "IoU": 0.3166604338070307, + "TN": 109523250, + "TP": 27096, + "n_pred": 31885, + "n_ref": 80779 + }, + "14": { + "Dice": 0.6855879352368431, + "FN": 16610, + "FP": 57047, + "IoU": 0.5215928502302501, + "TN": 109454855, + "TP": 80306, + "n_pred": 137353, + "n_ref": 96916 + }, + "15": { + "Dice": 0.7555040556199305, + "FN": 31495, + "FP": 15136, + "IoU": 0.6070763500931099, + "TN": 109490141, + "TP": 72046, + "n_pred": 87182, + "n_ref": 103541 + }, + "2": { + "Dice": 0.7991275078612871, + "FN": 69713, + "FP": 2855, + "IoU": 0.6654557524571724, + "TN": 109391902, + "TP": 144348, + "n_pred": 147203, + "n_ref": 214061 + }, + "3": { + "Dice": 0.8614648295329311, + "FN": 13135, + "FP": 61660, + "IoU": 0.7566431427669702, + "TN": 109301471, + "TP": 232552, + "n_pred": 294212, + "n_ref": 245687 + }, + "4": { + "Dice": 0.4494515588696169, + "FN": 33654, + "FP": 7102, + "IoU": 0.2898661834402007, + "TN": 109551426, + "TP": 16636, + "n_pred": 23738, + "n_ref": 50290 + }, + "5": { + "Dice": 0.7645569620253164, + "FN": 3304, + "FP": 1160, + "IoU": 0.6188524590163934, + "TN": 109597106, + "TP": 7248, + "n_pred": 8408, + "n_ref": 10552 + }, + "6": { + "Dice": 0.8890547836334237, + "FN": 33940, + "FP": 269681, + "IoU": 0.800268789617853, + "TN": 108088670, + "TP": 1216527, + "n_pred": 1486208, + "n_ref": 1250467 + }, + "7": { + "Dice": 0.5812705512857559, + "FN": 667910, + "FP": 95765, + "IoU": 0.4097120503225936, + "TN": 108315085, + "TP": 530058, + "n_pred": 625823, + "n_ref": 1197968 + }, + "8": { + "Dice": 0.9591420502936034, + "FN": 3828, + "FP": 3464, + "IoU": 0.9214917852759416, + "TN": 109515936, + "TP": 85590, + "n_pred": 89054, + "n_ref": 89418 + }, + "9": { + "Dice": 0.6427882882505301, + "FN": 16859, + "FP": 25756, + "IoU": 0.4736094469903776, + "TN": 109527861, + "TP": 38342, + "n_pred": 64098, + "n_ref": 55201 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0149.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0149.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.876455700074171, + "FN": 1465, + "FP": 14692, + "IoU": 0.7800811237545598, + "TN": 66993884, + "TP": 57311, + "n_pred": 72003, + "n_ref": 58776 + }, + "10": { + "Dice": 0.6600640574245281, + "FN": 35209, + "FP": 9686, + "IoU": 0.49260866616939036, + "TN": 66978870, + "TP": 43587, + "n_pred": 53273, + "n_ref": 78796 + }, + "11": { + "Dice": 0.7053429027113237, + "FN": 1357, + "FP": 121, + "IoU": 0.544810594394826, + "TN": 67064105, + "TP": 1769, + "n_pred": 1890, + "n_ref": 3126 + }, + "12": { + "Dice": 0.7490577889447236, + "FN": 926, + "FP": 672, + "IoU": 0.5987948782324881, + "TN": 67063369, + "TP": 2385, + "n_pred": 3057, + "n_ref": 3311 + }, + "13": { + "Dice": 0.2741540164452878, + "FN": 31276, + "FP": 5446, + "IoU": 0.1588519595941086, + "TN": 67023695, + "TP": 6935, + "n_pred": 12381, + "n_ref": 38211 + }, + "14": { + "Dice": 0.8180608769689229, + "FN": 13984, + "FP": 13368, + "IoU": 0.692134527936608, + "TN": 66978508, + "TP": 61492, + "n_pred": 74860, + "n_ref": 75476 + }, + "15": { + "Dice": 0.49287104750881255, + "FN": 12626, + "FP": 25930, + "IoU": 0.32702646093695453, + "TN": 67010060, + "TP": 18736, + "n_pred": 44666, + "n_ref": 31362 + }, + "2": { + "Dice": 0.8889714514074482, + "FN": 3671, + "FP": 31891, + "IoU": 0.8001337612193627, + "TN": 66889423, + "TP": 142367, + "n_pred": 174258, + "n_ref": 146038 + }, + "3": { + "Dice": 0.8725765142116438, + "FN": 34825, + "FP": 1842, + "IoU": 0.7739563040958746, + "TN": 66905140, + "TP": 125545, + "n_pred": 127387, + "n_ref": 160370 + }, + "4": { + "Dice": 0.0, + "FN": 13039, + "FP": 0, + "IoU": 0.0, + "TN": 67054313, + "TP": 0, + "n_pred": 0, + "n_ref": 13039 + }, + "5": { + "Dice": 0.7835178351783518, + "FN": 2551, + "FP": 969, + "IoU": 0.6440849342770475, + "TN": 67057462, + "TP": 6370, + "n_pred": 7339, + "n_ref": 8921 + }, + "6": { + "Dice": 0.9466530821129928, + "FN": 71738, + "FP": 41884, + "IoU": 0.8987096900724406, + "TN": 65945606, + "TP": 1008124, + "n_pred": 1050008, + "n_ref": 1079862 + }, + "7": { + "Dice": 0.4921848668688911, + "FN": 234785, + "FP": 6285, + "IoU": 0.32642255410106313, + "TN": 66709457, + "TP": 116825, + "n_pred": 123110, + "n_ref": 351610 + }, + "8": { + "Dice": 0.9149748317465987, + "FN": 3735, + "FP": 11501, + "IoU": 0.8432752147302371, + "TN": 66970137, + "TP": 81979, + "n_pred": 93480, + "n_ref": 85714 + }, + "9": { + "Dice": 0.9132922863873031, + "FN": 10075, + "FP": 2698, + "IoU": 0.840421278828615, + "TN": 66987310, + "TP": 67269, + "n_pred": 69967, + "n_ref": 77344 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0152.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0152.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8496342108623867, + "FN": 40504, + "FP": 8948, + "IoU": 0.7385774324002855, + "TN": 74330115, + "TP": 139713, + "n_pred": 148661, + "n_ref": 180217 + }, + "10": { + "Dice": 0.7156746218372425, + "FN": 14301, + "FP": 18950, + "IoU": 0.5572377794644403, + "TN": 74444181, + "TP": 41848, + "n_pred": 60798, + "n_ref": 56149 + }, + "11": { + "Dice": 0.7459092312442112, + "FN": 971, + "FP": 675, + "IoU": 0.5947808961102905, + "TN": 74515218, + "TP": 2416, + "n_pred": 3091, + "n_ref": 3387 + }, + "12": { + "Dice": 0.6963181148748159, + "FN": 1019, + "FP": 12, + "IoU": 0.5341165838228649, + "TN": 74517067, + "TP": 1182, + "n_pred": 1194, + "n_ref": 2201 + }, + "13": { + "Dice": 0.4434877085385295, + "FN": 21052, + "FP": 33755, + "IoU": 0.28492400026094333, + "TN": 74442635, + "TP": 21838, + "n_pred": 55593, + "n_ref": 42890 + }, + "14": { + "Dice": 0.7865222623345367, + "FN": 5781, + "FP": 8411, + "IoU": 0.6481554938516462, + "TN": 74478944, + "TP": 26144, + "n_pred": 34555, + "n_ref": 31925 + }, + "15": { + "Dice": 0.8006531192912686, + "FN": 5596, + "FP": 6735, + "IoU": 0.6675742707715534, + "TN": 74482186, + "TP": 24763, + "n_pred": 31498, + "n_ref": 30359 + }, + "2": { + "Dice": 0.8835807375558972, + "FN": 2397, + "FP": 34103, + "IoU": 0.7914416808086349, + "TN": 74344269, + "TP": 138511, + "n_pred": 172614, + "n_ref": 140908 + }, + "3": { + "Dice": 0.829708315804235, + "FN": 37308, + "FP": 11266, + "IoU": 0.7089756571024582, + "TN": 74352373, + "TP": 118333, + "n_pred": 129599, + "n_ref": 155641 + }, + "4": { + "Dice": 0.6445276413672388, + "FN": 6650, + "FP": 661, + "IoU": 0.47550039457636845, + "TN": 74505341, + "TP": 6628, + "n_pred": 7289, + "n_ref": 13278 + }, + "5": { + "Dice": 0.5961745367603108, + "FN": 5167, + "FP": 1589, + "IoU": 0.42467853189133953, + "TN": 74507537, + "TP": 4987, + "n_pred": 6576, + "n_ref": 10154 + }, + "6": { + "Dice": 0.9645293392345259, + "FN": 71939, + "FP": 40887, + "IoU": 0.931488815454699, + "TN": 72872454, + "TP": 1534000, + "n_pred": 1574887, + "n_ref": 1605939 + }, + "7": { + "Dice": 0.3271332178897713, + "FN": 134320, + "FP": 902, + "IoU": 0.19555246202994772, + "TN": 74351187, + "TP": 32871, + "n_pred": 33773, + "n_ref": 167191 + }, + "8": { + "Dice": 0.9698622073164119, + "FN": 1771, + "FP": 2120, + "IoU": 0.941487841922435, + "TN": 74452781, + "TP": 62608, + "n_pred": 64728, + "n_ref": 64379 + }, + "9": { + "Dice": 0.9119614633981251, + "FN": 12019, + "FP": 3589, + "IoU": 0.8381701867346832, + "TN": 74422833, + "TP": 80839, + "n_pred": 84428, + "n_ref": 92858 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0154.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0154.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9097222797206734, + "FN": 8241, + "FP": 46276, + "IoU": 0.8343950011998822, + "TN": 65721981, + "TP": 274682, + "n_pred": 320958, + "n_ref": 282923 + }, + "10": { + "Dice": 0.6292509258475817, + "FN": 35193, + "FP": 21770, + "IoU": 0.45905624721043087, + "TN": 65945877, + "TP": 48340, + "n_pred": 70110, + "n_ref": 83533 + }, + "11": { + "Dice": 0.7509260631204623, + "FN": 1103, + "FP": 578, + "IoU": 0.6011862396204033, + "TN": 66046965, + "TP": 2534, + "n_pred": 3112, + "n_ref": 3637 + }, + "12": { + "Dice": 0.822689975026757, + "FN": 720, + "FP": 274, + "IoU": 0.6987878787878787, + "TN": 66047880, + "TP": 2306, + "n_pred": 2580, + "n_ref": 3026 + }, + "13": { + "Dice": 0.7808936753659194, + "FN": 14308, + "FP": 4389, + "IoU": 0.6405459963472075, + "TN": 65999165, + "TP": 33318, + "n_pred": 37707, + "n_ref": 47626 + }, + "14": { + "Dice": 0.8129232546386542, + "FN": 2370, + "FP": 23542, + "IoU": 0.6848110350196446, + "TN": 65968969, + "TP": 56299, + "n_pred": 79841, + "n_ref": 58669 + }, + "15": { + "Dice": 0.8059839401605984, + "FN": 6278, + "FP": 2541, + "IoU": 0.6750193462799867, + "TN": 66024043, + "TP": 18318, + "n_pred": 20859, + "n_ref": 24596 + }, + "2": { + "Dice": 0.9185887937961181, + "FN": 19336, + "FP": 2752, + "IoU": 0.8494352458401784, + "TN": 65904479, + "TP": 124613, + "n_pred": 127365, + "n_ref": 143949 + }, + "3": { + "Dice": 0.9339869301221481, + "FN": 5544, + "FP": 15841, + "IoU": 0.8761496050223551, + "TN": 65878512, + "TP": 151283, + "n_pred": 167124, + "n_ref": 156827 + }, + "4": { + "Dice": 0.8986879817706015, + "FN": 4287, + "FP": 1404, + "IoU": 0.8160157765420923, + "TN": 66020248, + "TP": 25241, + "n_pred": 26645, + "n_ref": 29528 + }, + "5": { + "Dice": 0.9354120267260579, + "FN": 739, + "FP": 537, + "IoU": 0.8786610878661087, + "TN": 66040664, + "TP": 9240, + "n_pred": 9777, + "n_ref": 9979 + }, + "6": { + "Dice": 0.9680013680135755, + "FN": 24349, + "FP": 41706, + "IoU": 0.9379870651091223, + "TN": 64985999, + "TP": 999126, + "n_pred": 1040832, + "n_ref": 1023475 + }, + "7": { + "Dice": 0.688505041789373, + "FN": 462658, + "FP": 2318, + "IoU": 0.5249772692445216, + "TN": 65072330, + "TP": 513874, + "n_pred": 516192, + "n_ref": 976532 + }, + "8": { + "Dice": 0.9545825566804332, + "FN": 2943, + "FP": 4513, + "IoU": 0.9131113726678398, + "TN": 65965369, + "TP": 78355, + "n_pred": 82868, + "n_ref": 81298 + }, + "9": { + "Dice": 0.900732488936365, + "FN": 11060, + "FP": 1950, + "IoU": 0.8193933504546401, + "TN": 65979145, + "TP": 59025, + "n_pred": 60975, + "n_ref": 70085 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0162.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0162.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9838007555068601, + "FN": 3245, + "FP": 1708, + "IoU": 0.9681179757199686, + "TN": 113317186, + "TP": 150401, + "n_pred": 152109, + "n_ref": 153646 + }, + "10": { + "Dice": 0.8326298953728591, + "FN": 5601, + "FP": 24537, + "IoU": 0.7132527140043576, + "TN": 113367437, + "TP": 74965, + "n_pred": 99502, + "n_ref": 80566 + }, + "11": { + "Dice": 0.6893203883495146, + "FN": 1242, + "FP": 550, + "IoU": 0.5259259259259259, + "TN": 113468760, + "TP": 1988, + "n_pred": 2538, + "n_ref": 3230 + }, + "12": { + "Dice": 0.8608423061196674, + "FN": 925, + "FP": 96, + "IoU": 0.7556831777937305, + "TN": 113468361, + "TP": 3158, + "n_pred": 3254, + "n_ref": 4083 + }, + "13": { + "Dice": 0.6069114074327921, + "FN": 27288, + "FP": 36947, + "IoU": 0.4356588738655632, + "TN": 113358717, + "TP": 49588, + "n_pred": 86535, + "n_ref": 76876 + }, + "14": { + "Dice": 0.9520005970503417, + "FN": 14852, + "FP": 10231, + "IoU": 0.9083980337878799, + "TN": 113198714, + "TP": 248743, + "n_pred": 258974, + "n_ref": 263595 + }, + "15": { + "Dice": 0.6910845395426893, + "FN": 5411, + "FP": 9315, + "IoU": 0.5279825629848067, + "TN": 113441342, + "TP": 16472, + "n_pred": 25787, + "n_ref": 21883 + }, + "2": { + "Dice": 0.9595416386574327, + "FN": 4330, + "FP": 6022, + "IoU": 0.9222297348057997, + "TN": 113339430, + "TP": 122758, + "n_pred": 128780, + "n_ref": 127088 + }, + "3": { + "Dice": 0.9368451760783496, + "FN": 7902, + "FP": 7252, + "IoU": 0.8811935524335173, + "TN": 113344988, + "TP": 112398, + "n_pred": 119650, + "n_ref": 120300 + }, + "4": { + "Dice": 0.7897385939275856, + "FN": 4340, + "FP": 9905, + "IoU": 0.6525355513818084, + "TN": 113431543, + "TP": 26752, + "n_pred": 36657, + "n_ref": 31092 + }, + "5": { + "Dice": 0.6632298424467099, + "FN": 15651, + "FP": 1791, + "IoU": 0.49614351330271256, + "TN": 113437923, + "TP": 17175, + "n_pred": 18966, + "n_ref": 32826 + }, + "6": { + "Dice": 0.9633407014990994, + "FN": 32741, + "FP": 51807, + "IoU": 0.9292741625837667, + "TN": 112277107, + "TP": 1110885, + "n_pred": 1162692, + "n_ref": 1143626 + }, + "7": { + "Dice": 0.8087373523630992, + "FN": 62281, + "FP": 11384, + "IoU": 0.6788908843632305, + "TN": 113243132, + "TP": 155743, + "n_pred": 167127, + "n_ref": 218024 + }, + "8": { + "Dice": 0.9433556916496549, + "FN": 20488, + "FP": 2820, + "IoU": 0.8927845294718345, + "TN": 113255146, + "TP": 194086, + "n_pred": 196906, + "n_ref": 214574 + }, + "9": { + "Dice": 0.887971625372674, + "FN": 19866, + "FP": 1928, + "IoU": 0.7985152588127618, + "TN": 113364373, + "TP": 86373, + "n_pred": 88301, + "n_ref": 106239 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0177.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0177.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.818079425444234, + "FN": 3712, + "FP": 51204, + "IoU": 0.6921610834566573, + "TN": 75018336, + "TP": 123476, + "n_pred": 174680, + "n_ref": 127188 + }, + "10": { + "Dice": 0.7574655426342267, + "FN": 28309, + "FP": 17636, + "IoU": 0.6096133094289283, + "TN": 75079037, + "TP": 71746, + "n_pred": 89382, + "n_ref": 100055 + }, + "11": { + "Dice": 0.7552819830311096, + "FN": 1274, + "FP": 197, + "IoU": 0.6067896284415931, + "TN": 75192987, + "TP": 2270, + "n_pred": 2467, + "n_ref": 3544 + }, + "12": { + "Dice": 0.5410706988148754, + "FN": 1782, + "FP": 464, + "IoU": 0.3708683473389356, + "TN": 75193158, + "TP": 1324, + "n_pred": 1788, + "n_ref": 3106 + }, + "13": { + "Dice": 0.6454539737865734, + "FN": 19335, + "FP": 20132, + "IoU": 0.4765094439728353, + "TN": 75121336, + "TP": 35925, + "n_pred": 56057, + "n_ref": 55260 + }, + "14": { + "Dice": 0.9515481938666063, + "FN": 4862, + "FP": 8193, + "IoU": 0.9075745668995887, + "TN": 75055479, + "TP": 128194, + "n_pred": 136387, + "n_ref": 133056 + }, + "15": { + "Dice": 0.560807064941555, + "FN": 37901, + "FP": 18346, + "IoU": 0.38966774452570585, + "TN": 75104570, + "TP": 35911, + "n_pred": 54257, + "n_ref": 73812 + }, + "2": { + "Dice": 0.9574139266233129, + "FN": 4755, + "FP": 7838, + "IoU": 0.9183068439831333, + "TN": 75042578, + "TP": 141557, + "n_pred": 149395, + "n_ref": 146312 + }, + "3": { + "Dice": 0.9524187287477667, + "FN": 7048, + "FP": 6987, + "IoU": 0.9091597519773207, + "TN": 75042226, + "TP": 140467, + "n_pred": 147454, + "n_ref": 147515 + }, + "4": { + "Dice": 0.9265259238721433, + "FN": 1571, + "FP": 2139, + "IoU": 0.8631097335989963, + "TN": 75169626, + "TP": 23392, + "n_pred": 25531, + "n_ref": 24963 + }, + "5": { + "Dice": 0.9173811379579111, + "FN": 639, + "FP": 633, + "IoU": 0.8473722102231821, + "TN": 75188394, + "TP": 7062, + "n_pred": 7695, + "n_ref": 7701 + }, + "6": { + "Dice": 0.9204016382986715, + "FN": 19106, + "FP": 194925, + "IoU": 0.8525407882689073, + "TN": 73745269, + "TP": 1237428, + "n_pred": 1432353, + "n_ref": 1256534 + }, + "7": { + "Dice": 0.8997452733169844, + "FN": 9643, + "FP": 22040, + "IoU": 0.8177608798186985, + "TN": 75022874, + "TP": 142171, + "n_pred": 164211, + "n_ref": 151814 + }, + "8": { + "Dice": 0.9611110780810597, + "FN": 3911, + "FP": 2630, + "IoU": 0.9251336286325813, + "TN": 75109359, + "TP": 80828, + "n_pred": 83458, + "n_ref": 84739 + }, + "9": { + "Dice": 0.8251890499620249, + "FN": 14760, + "FP": 11709, + "IoU": 0.7024015650648737, + "TN": 75107786, + "TP": 62473, + "n_pred": 74182, + "n_ref": 77233 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0196.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0196.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9830845078591729, + "FN": 3982, + "FP": 3309, + "IoU": 0.9667317642979038, + "TN": 86708714, + "TP": 211867, + "n_pred": 215176, + "n_ref": 215849 + }, + "10": { + "Dice": 0.727775846857204, + "FN": 14386, + "FP": 26342, + "IoU": 0.5720500157612693, + "TN": 86832702, + "TP": 54442, + "n_pred": 80784, + "n_ref": 68828 + }, + "11": { + "Dice": 0.7290925266903915, + "FN": 951, + "FP": 267, + "IoU": 0.5736786839341967, + "TN": 86925015, + "TP": 1639, + "n_pred": 1906, + "n_ref": 2590 + }, + "12": { + "Dice": 0.7580088713652046, + "FN": 1070, + "FP": 1385, + "IoU": 0.6103174603174604, + "TN": 86921572, + "TP": 3845, + "n_pred": 5230, + "n_ref": 4915 + }, + "13": { + "Dice": 0.5624936624145693, + "FN": 27625, + "FP": 15521, + "IoU": 0.39129821393301545, + "TN": 86856990, + "TP": 27736, + "n_pred": 43257, + "n_ref": 55361 + }, + "14": { + "Dice": 0.7957785507929956, + "FN": 15792, + "FP": 18846, + "IoU": 0.6608240961967804, + "TN": 86825748, + "TP": 67486, + "n_pred": 86332, + "n_ref": 83278 + }, + "15": { + "Dice": 0.6135689725876156, + "FN": 84850, + "FP": 13152, + "IoU": 0.4425528284178493, + "TN": 86752067, + "TP": 77803, + "n_pred": 90955, + "n_ref": 162653 + }, + "2": { + "Dice": 0.9222673144390463, + "FN": 13546, + "FP": 5110, + "IoU": 0.8557477441254475, + "TN": 86798543, + "TP": 110673, + "n_pred": 115783, + "n_ref": 124219 + }, + "3": { + "Dice": 0.9351273483329621, + "FN": 12934, + "FP": 8907, + "IoU": 0.8781588548349306, + "TN": 86748614, + "TP": 157417, + "n_pred": 166324, + "n_ref": 170351 + }, + "4": { + "Dice": 0.8569687366689012, + "FN": 2460, + "FP": 2234, + "IoU": 0.7497334186393687, + "TN": 86909116, + "TP": 14062, + "n_pred": 16296, + "n_ref": 16522 + }, + "5": { + "Dice": 0.8754158349966733, + "FN": 210, + "FP": 1288, + "IoU": 0.7784351427303653, + "TN": 86921111, + "TP": 5263, + "n_pred": 6551, + "n_ref": 5473 + }, + "6": { + "Dice": 0.9328124547476002, + "FN": 14807, + "FP": 152225, + "IoU": 0.8740848400053071, + "TN": 85601328, + "TP": 1159512, + "n_pred": 1311737, + "n_ref": 1174319 + }, + "7": { + "Dice": 0.5750386372555194, + "FN": 607785, + "FP": 6220, + "IoU": 0.4035468275069529, + "TN": 85898445, + "TP": 415422, + "n_pred": 421642, + "n_ref": 1023207 + }, + "8": { + "Dice": 0.9293114123855204, + "FN": 4109, + "FP": 3540, + "IoU": 0.8679567739262533, + "TN": 86869944, + "TP": 50279, + "n_pred": 53819, + "n_ref": 54388 + }, + "9": { + "Dice": 0.8541588145444446, + "FN": 7701, + "FP": 7003, + "IoU": 0.7454425843533058, + "TN": 86870109, + "TP": 43059, + "n_pred": 50062, + "n_ref": 50760 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0198.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0198.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.5144961926252973, + "FN": 4445, + "FP": 154122, + "IoU": 0.3463445802502216, + "TN": 37507015, + "TP": 84018, + "n_pred": 238140, + "n_ref": 88463 + }, + "10": { + "Dice": 0.7084937420466809, + "FN": 15260, + "FP": 20934, + "IoU": 0.5485794108109456, + "TN": 37669422, + "TP": 43984, + "n_pred": 64918, + "n_ref": 59244 + }, + "11": { + "Dice": 0.8322932917316692, + "FN": 454, + "FP": 406, + "IoU": 0.7127588510354042, + "TN": 37746606, + "TP": 2134, + "n_pred": 2540, + "n_ref": 2588 + }, + "12": { + "Dice": 0.8117186042172047, + "FN": 742, + "FP": 267, + "IoU": 0.6831030150753769, + "TN": 37746416, + "TP": 2175, + "n_pred": 2442, + "n_ref": 2917 + }, + "13": { + "Dice": 0.568570213140485, + "FN": 25505, + "FP": 3906, + "IoU": 0.39720440245127175, + "TN": 37700809, + "TP": 19380, + "n_pred": 23286, + "n_ref": 44885 + }, + "14": { + "Dice": 0.3745643164914784, + "FN": 11562, + "FP": 284695, + "IoU": 0.2304393340762503, + "TN": 37364631, + "TP": 88712, + "n_pred": 373407, + "n_ref": 100274 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 20603, + "IoU": 0.0, + "TN": 37728997, + "TP": 0, + "n_pred": 20603, + "n_ref": 0 + }, + "2": { + "Dice": 0.8183956101384897, + "FN": 28196, + "FP": 3774, + "IoU": 0.6926138876603273, + "TN": 37645594, + "TP": 72036, + "n_pred": 75810, + "n_ref": 100232 + }, + "3": { + "Dice": 0.7785846544189322, + "FN": 5232, + "FP": 42241, + "IoU": 0.6374446311287613, + "TN": 37618660, + "TP": 83467, + "n_pred": 125708, + "n_ref": 88699 + }, + "4": { + "Dice": 0.062303231151615575, + "FN": 11318, + "FP": 0, + "IoU": 0.03215324097827946, + "TN": 37737906, + "TP": 376, + "n_pred": 376, + "n_ref": 11694 + }, + "5": { + "Dice": 0.8362742420103797, + "FN": 2395, + "FP": 602, + "IoU": 0.7186179701436485, + "TN": 37738949, + "TP": 7654, + "n_pred": 8256, + "n_ref": 10049 + }, + "6": { + "Dice": 0.8516008330955864, + "FN": 185824, + "FP": 8195, + "IoU": 0.7415547290852998, + "TN": 36998884, + "TP": 556697, + "n_pred": 564892, + "n_ref": 742521 + }, + "7": { + "Dice": 0.781261068683316, + "FN": 93837, + "FP": 46967, + "IoU": 0.6410405449502365, + "TN": 37357344, + "TP": 251452, + "n_pred": 298419, + "n_ref": 345289 + }, + "8": { + "Dice": 0.9514481386540153, + "FN": 3482, + "FP": 4132, + "IoU": 0.9073925417791724, + "TN": 37667382, + "TP": 74604, + "n_pred": 78736, + "n_ref": 78086 + }, + "9": { + "Dice": 0.8641179269559813, + "FN": 10278, + "FP": 3715, + "IoU": 0.7607461614745409, + "TN": 37691114, + "TP": 44493, + "n_pred": 48208, + "n_ref": 54771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0225.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0225.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9676073819358252, + "FN": 7805, + "FP": 4931, + "IoU": 0.9372474822128934, + "TN": 75703732, + "TP": 190220, + "n_pred": 195151, + "n_ref": 198025 + }, + "10": { + "Dice": 0.9089578335298663, + "FN": 13518, + "FP": 6633, + "IoU": 0.8331097197376267, + "TN": 75785944, + "TP": 100593, + "n_pred": 107226, + "n_ref": 114111 + }, + "11": { + "Dice": 0.7635726795096323, + "FN": 1072, + "FP": 953, + "IoU": 0.6175637393767706, + "TN": 75901393, + "TP": 3270, + "n_pred": 4223, + "n_ref": 4342 + }, + "12": { + "Dice": 0.8519357029658139, + "FN": 821, + "FP": 487, + "IoU": 0.7420627095247486, + "TN": 75901617, + "TP": 3763, + "n_pred": 4250, + "n_ref": 4584 + }, + "13": { + "Dice": 0.8123208213880926, + "FN": 11041, + "FP": 3034, + "IoU": 0.6839564387560346, + "TN": 75862153, + "TP": 30460, + "n_pred": 33494, + "n_ref": 41501 + }, + "14": { + "Dice": 0.9321294678783835, + "FN": 4957, + "FP": 12332, + "IoU": 0.8728862159221246, + "TN": 75770676, + "TP": 118723, + "n_pred": 131055, + "n_ref": 123680 + }, + "15": { + "Dice": 0.3970835936326182, + "FN": 137055, + "FP": 15431, + "IoU": 0.24772570300937347, + "TN": 75703988, + "TP": 50214, + "n_pred": 65645, + "n_ref": 187269 + }, + "2": { + "Dice": 0.871859370547602, + "FN": 15253, + "FP": 36911, + "IoU": 0.7728286241856251, + "TN": 75677064, + "TP": 177460, + "n_pred": 214371, + "n_ref": 192713 + }, + "3": { + "Dice": 0.8860863362936873, + "FN": 40666, + "FP": 13475, + "IoU": 0.7954712875551073, + "TN": 75641977, + "TP": 210570, + "n_pred": 224045, + "n_ref": 251236 + }, + "4": { + "Dice": 0.9267182365826944, + "FN": 3102, + "FP": 1180, + "IoU": 0.8634435692189941, + "TN": 75875331, + "TP": 27075, + "n_pred": 28255, + "n_ref": 30177 + }, + "5": { + "Dice": 0.9221124429510006, + "FN": 436, + "FP": 1117, + "IoU": 0.8554811092499535, + "TN": 75895942, + "TP": 9193, + "n_pred": 10310, + "n_ref": 9629 + }, + "6": { + "Dice": 0.9719043692647167, + "FN": 45546, + "FP": 50509, + "IoU": 0.9453443242139068, + "TN": 74149231, + "TP": 1661402, + "n_pred": 1711911, + "n_ref": 1706948 + }, + "7": { + "Dice": 0.874387107517531, + "FN": 37444, + "FP": 30446, + "IoU": 0.7768097836807154, + "TN": 75602508, + "TP": 236290, + "n_pred": 266736, + "n_ref": 273734 + }, + "8": { + "Dice": 0.9589265944379878, + "FN": 4699, + "FP": 2758, + "IoU": 0.9210941220041268, + "TN": 75812183, + "TP": 87048, + "n_pred": 89806, + "n_ref": 91747 + }, + "9": { + "Dice": 0.8254223195059377, + "FN": 19673, + "FP": 4892, + "IoU": 0.7027396597207096, + "TN": 75824050, + "TP": 58073, + "n_pred": 62965, + "n_ref": 77746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0231.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0231.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9304395307181604, + "FN": 3884, + "FP": 9747, + "IoU": 0.8699270003339854, + "TN": 61282955, + "TP": 91164, + "n_pred": 100911, + "n_ref": 95048 + }, + "10": { + "Dice": 0.8677144172745559, + "FN": 6444, + "FP": 15390, + "IoU": 0.7663388375801291, + "TN": 61294307, + "TP": 71609, + "n_pred": 86999, + "n_ref": 78053 + }, + "11": { + "Dice": 0.8629541310141675, + "FN": 266, + "FP": 711, + "IoU": 0.7589439921046138, + "TN": 61383697, + "TP": 3076, + "n_pred": 3787, + "n_ref": 3342 + }, + "12": { + "Dice": 0.8570961412688032, + "FN": 748, + "FP": 126, + "IoU": 0.7499284692417739, + "TN": 61384255, + "TP": 2621, + "n_pred": 2747, + "n_ref": 3369 + }, + "13": { + "Dice": 0.5285968792234919, + "FN": 22246, + "FP": 8448, + "IoU": 0.3592468112644302, + "TN": 61339847, + "TP": 17209, + "n_pred": 25657, + "n_ref": 39455 + }, + "14": { + "Dice": 0.8408762590782262, + "FN": 2722, + "FP": 21401, + "IoU": 0.7254413220882986, + "TN": 61299889, + "TP": 63738, + "n_pred": 85139, + "n_ref": 66460 + }, + "15": { + "Dice": 0.8799929526062772, + "FN": 7768, + "FP": 1768, + "IoU": 0.7857030495067305, + "TN": 61343251, + "TP": 34963, + "n_pred": 36731, + "n_ref": 42731 + }, + "2": { + "Dice": 0.935759636778033, + "FN": 3835, + "FP": 13922, + "IoU": 0.8792747100335858, + "TN": 61240664, + "TP": 129329, + "n_pred": 143251, + "n_ref": 133164 + }, + "3": { + "Dice": 0.9250247967849141, + "FN": 16578, + "FP": 2395, + "IoU": 0.8605080322023306, + "TN": 61251735, + "TP": 117042, + "n_pred": 119437, + "n_ref": 133620 + }, + "4": { + "Dice": 0.7771477418435675, + "FN": 5339, + "FP": 2482, + "IoU": 0.6355205517755615, + "TN": 61366292, + "TP": 13637, + "n_pred": 16119, + "n_ref": 18976 + }, + "5": { + "Dice": 0.4252446844414445, + "FN": 20135, + "FP": 301, + "IoU": 0.2700385769395628, + "TN": 61359754, + "TP": 7560, + "n_pred": 7861, + "n_ref": 27695 + }, + "6": { + "Dice": 0.9703739679456047, + "FN": 37646, + "FP": 20792, + "IoU": 0.9424528301886792, + "TN": 60372270, + "TP": 957042, + "n_pred": 977834, + "n_ref": 994688 + }, + "7": { + "Dice": 0.797610956776107, + "FN": 52800, + "FP": 11821, + "IoU": 0.6633551438871408, + "TN": 61195794, + "TP": 127335, + "n_pred": 139156, + "n_ref": 180135 + }, + "8": { + "Dice": 0.9441222409728358, + "FN": 20850, + "FP": 5838, + "IoU": 0.8941586588988344, + "TN": 61135599, + "TP": 225463, + "n_pred": 231301, + "n_ref": 246313 + }, + "9": { + "Dice": 0.8834403372460466, + "FN": 13599, + "FP": 3848, + "IoU": 0.7912164183569677, + "TN": 61304185, + "TP": 66118, + "n_pred": 69966, + "n_ref": 79717 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0254.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0254.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9793124265585753, + "FN": 3830, + "FP": 3846, + "IoU": 0.9594634558512886, + "TN": 39559440, + "TP": 181684, + "n_pred": 185530, + "n_ref": 185514 + }, + "10": { + "Dice": 0.8049794852666915, + "FN": 8669, + "FP": 12245, + "IoU": 0.6736114362407728, + "TN": 39684723, + "TP": 43163, + "n_pred": 55408, + "n_ref": 51832 + }, + "11": { + "Dice": 0.839518555667001, + "FN": 520, + "FP": 440, + "IoU": 0.7234226447709594, + "TN": 39745329, + "TP": 2511, + "n_pred": 2951, + "n_ref": 3031 + }, + "12": { + "Dice": 0.884387936132466, + "FN": 469, + "FP": 313, + "IoU": 0.7927378743705275, + "TN": 39745027, + "TP": 2991, + "n_pred": 3304, + "n_ref": 3460 + }, + "13": { + "Dice": 0.7638984125341234, + "FN": 14289, + "FP": 3960, + "IoU": 0.6179899939293714, + "TN": 39701029, + "TP": 29522, + "n_pred": 33482, + "n_ref": 43811 + }, + "14": { + "Dice": 0.36675915432412365, + "FN": 14563, + "FP": 50253, + "IoU": 0.22455913669753308, + "TN": 39665214, + "TP": 18770, + "n_pred": 69023, + "n_ref": 33333 + }, + "15": { + "Dice": 0.7773392767572377, + "FN": 10648, + "FP": 12879, + "IoU": 0.6357767629073457, + "TN": 39684205, + "TP": 41068, + "n_pred": 53947, + "n_ref": 51716 + }, + "2": { + "Dice": 0.8901736225819477, + "FN": 20843, + "FP": 3093, + "IoU": 0.8020836778567885, + "TN": 39627860, + "TP": 97004, + "n_pred": 100097, + "n_ref": 117847 + }, + "3": { + "Dice": 0.9127646219285972, + "FN": 4128, + "FP": 20749, + "IoU": 0.8395280730725565, + "TN": 39593776, + "TP": 130147, + "n_pred": 150896, + "n_ref": 134275 + }, + "4": { + "Dice": 0.8807316771721666, + "FN": 2395, + "FP": 3395, + "IoU": 0.7868816254416962, + "TN": 39721632, + "TP": 21378, + "n_pred": 24773, + "n_ref": 23773 + }, + "5": { + "Dice": 0.8658740923960744, + "FN": 1098, + "FP": 583, + "IoU": 0.763472632615731, + "TN": 39741693, + "TP": 5426, + "n_pred": 6009, + "n_ref": 6524 + }, + "6": { + "Dice": 0.9731712760167338, + "FN": 18756, + "FP": 31375, + "IoU": 0.9477445004086126, + "TN": 38789456, + "TP": 909213, + "n_pred": 940588, + "n_ref": 927969 + }, + "7": { + "Dice": 0.717935104626721, + "FN": 318292, + "FP": 6849, + "IoU": 0.5599834354856826, + "TN": 39009871, + "TP": 413788, + "n_pred": 420637, + "n_ref": 732080 + }, + "8": { + "Dice": 0.9652849688841525, + "FN": 1527, + "FP": 1926, + "IoU": 0.9328993392926545, + "TN": 39697340, + "TP": 48007, + "n_pred": 49933, + "n_ref": 49534 + }, + "9": { + "Dice": 0.9216312679187877, + "FN": 2250, + "FP": 4447, + "IoU": 0.8546531816998003, + "TN": 39702724, + "TP": 39379, + "n_pred": 43826, + "n_ref": 41629 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0276.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0276.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8553514395089135, + "FN": 2553, + "FP": 29376, + "IoU": 0.7472611848146155, + "TN": 101270276, + "TP": 94403, + "n_pred": 123779, + "n_ref": 96956 + }, + "10": { + "Dice": 0.8261060183339977, + "FN": 20210, + "FP": 5968, + "IoU": 0.7037313686211931, + "TN": 101308249, + "TP": 62181, + "n_pred": 68149, + "n_ref": 82391 + }, + "11": { + "Dice": 0.695438282647585, + "FN": 2419, + "FP": 305, + "IoU": 0.533081933493315, + "TN": 101390774, + "TP": 3110, + "n_pred": 3415, + "n_ref": 5529 + }, + "12": { + "Dice": 0.8415935749762232, + "FN": 1243, + "FP": 256, + "IoU": 0.7265097609925196, + "TN": 101391127, + "TP": 3982, + "n_pred": 4238, + "n_ref": 5225 + }, + "13": { + "Dice": 0.8900507981041043, + "FN": 8069, + "FP": 2277, + "IoU": 0.8018842633372908, + "TN": 101344386, + "TP": 41876, + "n_pred": 44153, + "n_ref": 49945 + }, + "14": { + "Dice": 0.9645073972759692, + "FN": 7199, + "FP": 5192, + "IoU": 0.9314478874486177, + "TN": 101215855, + "TP": 168362, + "n_pred": 173554, + "n_ref": 175561 + }, + "15": { + "Dice": 0.8389754830329599, + "FN": 6205, + "FP": 1729, + "IoU": 0.7226165087578226, + "TN": 101368005, + "TP": 20669, + "n_pred": 22398, + "n_ref": 26874 + }, + "2": { + "Dice": 0.864471873652215, + "FN": 34417, + "FP": 11776, + "IoU": 0.7612949900524507, + "TN": 101203093, + "TP": 147322, + "n_pred": 159098, + "n_ref": 181739 + }, + "3": { + "Dice": 0.9131600400036978, + "FN": 4192, + "FP": 26807, + "IoU": 0.8401973368800358, + "TN": 101202625, + "TP": 162984, + "n_pred": 189791, + "n_ref": 167176 + }, + "4": { + "Dice": 0.863549839825433, + "FN": 846, + "FP": 2093, + "IoU": 0.7598660021243565, + "TN": 101384369, + "TP": 9300, + "n_pred": 11393, + "n_ref": 10146 + }, + "5": { + "Dice": 0.7490247074122237, + "FN": 14324, + "FP": 1888, + "IoU": 0.5987525987525988, + "TN": 101356204, + "TP": 24192, + "n_pred": 26080, + "n_ref": 38516 + }, + "6": { + "Dice": 0.9401965675896422, + "FN": 52613, + "FP": 173564, + "IoU": 0.8871424066360227, + "TN": 99392516, + "TP": 1777915, + "n_pred": 1951479, + "n_ref": 1830528 + }, + "7": { + "Dice": 0.666976310842324, + "FN": 219052, + "FP": 22578, + "IoU": 0.5003484306147474, + "TN": 100913011, + "TP": 241967, + "n_pred": 264545, + "n_ref": 461019 + }, + "8": { + "Dice": 0.9219165502096227, + "FN": 24825, + "FP": 14287, + "IoU": 0.8551439597638572, + "TN": 101126602, + "TP": 230894, + "n_pred": 245181, + "n_ref": 255719 + }, + "9": { + "Dice": 0.9295194353449732, + "FN": 4047, + "FP": 8475, + "IoU": 0.8683197678086946, + "TN": 101301514, + "TP": 82572, + "n_pred": 91047, + "n_ref": 86619 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0288.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0288.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9565147469568364, + "FN": 14772, + "FP": 3615, + "IoU": 0.9166538234894157, + "TN": 73662894, + "TP": 202223, + "n_pred": 205838, + "n_ref": 216995 + }, + "10": { + "Dice": 0.18677205414736078, + "FN": 65562, + "FP": 23950, + "IoU": 0.1030052810373681, + "TN": 73783713, + "TP": 10279, + "n_pred": 34229, + "n_ref": 75841 + }, + "11": { + "Dice": 0.6631869818851704, + "FN": 1939, + "FP": 2449, + "IoU": 0.4960955443270556, + "TN": 73874796, + "TP": 4320, + "n_pred": 6769, + "n_ref": 6259 + }, + "12": { + "Dice": 0.4513157894736842, + "FN": 3826, + "FP": 344, + "IoU": 0.29141886151231944, + "TN": 73877619, + "TP": 1715, + "n_pred": 2059, + "n_ref": 5541 + }, + "13": { + "Dice": 0.022740402289795705, + "FN": 60373, + "FP": 14059, + "IoU": 0.011500969481261123, + "TN": 73808206, + "TP": 866, + "n_pred": 14925, + "n_ref": 61239 + }, + "14": { + "Dice": 0.8198496711845191, + "FN": 12192, + "FP": 26899, + "IoU": 0.6946993541131357, + "TN": 73755463, + "TP": 88950, + "n_pred": 115849, + "n_ref": 101142 + }, + "15": { + "Dice": 0.29558030799147805, + "FN": 180831, + "FP": 16229, + "IoU": 0.1734199090619285, + "TN": 73645100, + "TP": 41344, + "n_pred": 57573, + "n_ref": 222175 + }, + "2": { + "Dice": 0.7570111786624828, + "FN": 57880, + "FP": 27611, + "IoU": 0.6090249289996844, + "TN": 73664843, + "TP": 133170, + "n_pred": 160781, + "n_ref": 191050 + }, + "3": { + "Dice": 0.7550086237577682, + "FN": 49640, + "FP": 39848, + "IoU": 0.6064368301382274, + "TN": 73656125, + "TP": 137891, + "n_pred": 177739, + "n_ref": 187531 + }, + "4": { + "Dice": 0.24318385285260843, + "FN": 40418, + "FP": 6077, + "IoU": 0.13842305197813398, + "TN": 73829539, + "TP": 7470, + "n_pred": 13547, + "n_ref": 47888 + }, + "5": { + "Dice": 0.6409303129863393, + "FN": 7715, + "FP": 591, + "IoU": 0.4715948851708124, + "TN": 73867785, + "TP": 7413, + "n_pred": 8004, + "n_ref": 15128 + }, + "6": { + "Dice": 0.7492341748206841, + "FN": 219028, + "FP": 773213, + "IoU": 0.5990203439666815, + "TN": 71408962, + "TP": 1482301, + "n_pred": 2255514, + "n_ref": 1701329 + }, + "7": { + "Dice": 0.4843383450629132, + "FN": 99925, + "FP": 54823, + "IoU": 0.31955571580585873, + "TN": 73656082, + "TP": 72674, + "n_pred": 127497, + "n_ref": 172599 + }, + "8": { + "Dice": 0.8846623538474063, + "FN": 8816, + "FP": 9601, + "IoU": 0.7931789596622046, + "TN": 73794456, + "TP": 70631, + "n_pred": 80232, + "n_ref": 79447 + }, + "9": { + "Dice": 0.7619101464322243, + "FN": 16062, + "FP": 30261, + "IoU": 0.6153916407897577, + "TN": 73763062, + "TP": 74119, + "n_pred": 104380, + "n_ref": 90181 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0301.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0301.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9452778901719111, + "FN": 5117, + "FP": 15981, + "IoU": 0.8962340709118004, + "TN": 69292453, + "TP": 182225, + "n_pred": 198206, + "n_ref": 187342 + }, + "10": { + "Dice": 0.7812426694815857, + "FN": 14186, + "FP": 15656, + "IoU": 0.6410157706696821, + "TN": 69412647, + "TP": 53287, + "n_pred": 68943, + "n_ref": 67473 + }, + "11": { + "Dice": 0.7611574301128003, + "FN": 357, + "FP": 1591, + "IoU": 0.6144101346001584, + "TN": 69490724, + "TP": 3104, + "n_pred": 4695, + "n_ref": 3461 + }, + "12": { + "Dice": 0.745553267178431, + "FN": 1161, + "FP": 198, + "IoU": 0.5943283582089552, + "TN": 69492426, + "TP": 1991, + "n_pred": 2189, + "n_ref": 3152 + }, + "13": { + "Dice": 0.7653493797655627, + "FN": 24017, + "FP": 8973, + "IoU": 0.619891463400583, + "TN": 69408985, + "TP": 53801, + "n_pred": 62774, + "n_ref": 77818 + }, + "14": { + "Dice": 0.9415681997008, + "FN": 11625, + "FP": 5678, + "IoU": 0.8895879729186474, + "TN": 69339063, + "TP": 139410, + "n_pred": 145088, + "n_ref": 151035 + }, + "15": { + "Dice": 0.7388338252000024, + "FN": 32535, + "FP": 10916, + "IoU": 0.5858338416958975, + "TN": 69390864, + "TP": 61461, + "n_pred": 72377, + "n_ref": 93996 + }, + "2": { + "Dice": 0.9440195232284754, + "FN": 7410, + "FP": 9519, + "IoU": 0.8939744095597768, + "TN": 69336107, + "TP": 142740, + "n_pred": 152259, + "n_ref": 150150 + }, + "3": { + "Dice": 0.9677268310955552, + "FN": 7229, + "FP": 3799, + "IoU": 0.9374716501859748, + "TN": 69319408, + "TP": 165340, + "n_pred": 169139, + "n_ref": 172569 + }, + "4": { + "Dice": 0.7825347119645495, + "FN": 4008, + "FP": 14395, + "IoU": 0.6427573086927826, + "TN": 69444262, + "TP": 33111, + "n_pred": 47506, + "n_ref": 37119 + }, + "5": { + "Dice": 0.8856222875542489, + "FN": 3278, + "FP": 807, + "IoU": 0.7947236180904522, + "TN": 69475876, + "TP": 15815, + "n_pred": 16622, + "n_ref": 19093 + }, + "6": { + "Dice": 0.9588183525338502, + "FN": 61131, + "FP": 58146, + "IoU": 0.9208944038413073, + "TN": 67987956, + "TP": 1388543, + "n_pred": 1446689, + "n_ref": 1449674 + }, + "7": { + "Dice": 0.8874529179699705, + "FN": 54523, + "FP": 11035, + "IoU": 0.7976767296451519, + "TN": 69171750, + "TP": 258468, + "n_pred": 269503, + "n_ref": 312991 + }, + "8": { + "Dice": 0.9348750014555024, + "FN": 8397, + "FP": 2789, + "IoU": 0.877713885912937, + "TN": 69404302, + "TP": 80288, + "n_pred": 83077, + "n_ref": 88685 + }, + "9": { + "Dice": 0.9216452563934753, + "FN": 6436, + "FP": 6135, + "IoU": 0.8546772403588273, + "TN": 69409272, + "TP": 73933, + "n_pred": 80068, + "n_ref": 80369 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0337.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0337.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8567308548458202, + "FN": 5162, + "FP": 60809, + "IoU": 0.7493693488336752, + "TN": 50570332, + "TP": 197249, + "n_pred": 258058, + "n_ref": 202411 + }, + "10": { + "Dice": 0.8944411959870967, + "FN": 7769, + "FP": 8298, + "IoU": 0.809039910623024, + "TN": 50749414, + "TP": 68071, + "n_pred": 76369, + "n_ref": 75840 + }, + "11": { + "Dice": 0.7800376004101863, + "FN": 2165, + "FP": 409, + "IoU": 0.6393947884561502, + "TN": 50826414, + "TP": 4564, + "n_pred": 4973, + "n_ref": 6729 + }, + "12": { + "Dice": 0.8083668249908659, + "FN": 1874, + "FP": 224, + "IoU": 0.6783688486892534, + "TN": 50827029, + "TP": 4425, + "n_pred": 4649, + "n_ref": 6299 + }, + "13": { + "Dice": 0.7646968784758718, + "FN": 10794, + "FP": 12265, + "IoU": 0.6190358181337563, + "TN": 50773024, + "TP": 37469, + "n_pred": 49734, + "n_ref": 48263 + }, + "14": { + "Dice": 0.6868087277111786, + "FN": 21117, + "FP": 5897, + "IoU": 0.5230073807253593, + "TN": 50776918, + "TP": 29620, + "n_pred": 35517, + "n_ref": 50737 + }, + "15": { + "Dice": 0.7578508706652776, + "FN": 9296, + "FP": 6974, + "IoU": 0.6101126288042176, + "TN": 50791822, + "TP": 25460, + "n_pred": 32434, + "n_ref": 34756 + }, + "2": { + "Dice": 0.8954566891998114, + "FN": 29798, + "FP": 12762, + "IoU": 0.8107031027611727, + "TN": 50608720, + "TP": 182272, + "n_pred": 195034, + "n_ref": 212070 + }, + "3": { + "Dice": 0.9180854872031239, + "FN": 6936, + "FP": 28075, + "IoU": 0.8485748886293846, + "TN": 50602342, + "TP": 196199, + "n_pred": 224274, + "n_ref": 203135 + }, + "4": { + "Dice": 0.9362707812669782, + "FN": 732, + "FP": 1614, + "IoU": 0.8801777414576842, + "TN": 50813973, + "TP": 17233, + "n_pred": 18847, + "n_ref": 17965 + }, + "5": { + "Dice": 0.8942680412371135, + "FN": 2001, + "FP": 563, + "IoU": 0.8087566196762885, + "TN": 50820145, + "TP": 10843, + "n_pred": 11406, + "n_ref": 12844 + }, + "6": { + "Dice": 0.9362690061864842, + "FN": 45283, + "FP": 247562, + "IoU": 0.8801746039474928, + "TN": 48389621, + "TP": 2151086, + "n_pred": 2398648, + "n_ref": 2196369 + }, + "7": { + "Dice": 0.7920845017547652, + "FN": 19482, + "FP": 90177, + "IoU": 0.6557449613863251, + "TN": 50515012, + "TP": 208881, + "n_pred": 299058, + "n_ref": 228363 + }, + "8": { + "Dice": 0.9651018446512841, + "FN": 3021, + "FP": 4204, + "IoU": 0.9325573146142931, + "TN": 50726424, + "TP": 99903, + "n_pred": 104107, + "n_ref": 102924 + }, + "9": { + "Dice": 0.9083734155350641, + "FN": 12569, + "FP": 8119, + "IoU": 0.8321283380802843, + "TN": 50710315, + "TP": 102549, + "n_pred": 110668, + "n_ref": 115118 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0353.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0353.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9698982149053476, + "FN": 10703, + "FP": 1789, + "IoU": 0.9415557073481112, + "TN": 76671118, + "TP": 201250, + "n_pred": 203039, + "n_ref": 211953 + }, + "10": { + "Dice": 0.7620745280308778, + "FN": 13229, + "FP": 19072, + "IoU": 0.6156061453511205, + "TN": 76800829, + "TP": 51730, + "n_pred": 70802, + "n_ref": 64959 + }, + "11": { + "Dice": 0.8199283620970368, + "FN": 356, + "FP": 750, + "IoU": 0.6948123620309051, + "TN": 76881236, + "TP": 2518, + "n_pred": 3268, + "n_ref": 2874 + }, + "12": { + "Dice": 0.7912326388888888, + "FN": 786, + "FP": 176, + "IoU": 0.6545780969479353, + "TN": 76882075, + "TP": 1823, + "n_pred": 1999, + "n_ref": 2609 + }, + "13": { + "Dice": 0.5936680235187698, + "FN": 16531, + "FP": 19405, + "IoU": 0.42213931948285843, + "TN": 76822672, + "TP": 26252, + "n_pred": 45657, + "n_ref": 42783 + }, + "14": { + "Dice": 0.8979172023656466, + "FN": 6431, + "FP": 10640, + "IoU": 0.8147456836210919, + "TN": 76792711, + "TP": 75078, + "n_pred": 85718, + "n_ref": 81509 + }, + "15": { + "Dice": 0.6750516621169987, + "FN": 13555, + "FP": 11919, + "IoU": 0.5094928178072169, + "TN": 76832926, + "TP": 26460, + "n_pred": 38379, + "n_ref": 40015 + }, + "2": { + "Dice": 0.9448049324263297, + "FN": 4521, + "FP": 7090, + "IoU": 0.8953841440889474, + "TN": 76773873, + "TP": 99376, + "n_pred": 106466, + "n_ref": 103897 + }, + "3": { + "Dice": 0.9357039575858191, + "FN": 10048, + "FP": 1958, + "IoU": 0.8791763948152322, + "TN": 76785492, + "TP": 87362, + "n_pred": 89320, + "n_ref": 97410 + }, + "4": { + "Dice": 0.936935064935065, + "FN": 2337, + "FP": 698, + "IoU": 0.8813526192337764, + "TN": 76859280, + "TP": 22545, + "n_pred": 23243, + "n_ref": 24882 + }, + "5": { + "Dice": 0.923790589794566, + "FN": 1815, + "FP": 485, + "IoU": 0.8583743842364532, + "TN": 76868620, + "TP": 13940, + "n_pred": 14425, + "n_ref": 15755 + }, + "6": { + "Dice": 0.9706971242641339, + "FN": 26032, + "FP": 40683, + "IoU": 0.9430626758622103, + "TN": 75713133, + "TP": 1105012, + "n_pred": 1145695, + "n_ref": 1131044 + }, + "7": { + "Dice": 0.8294270014352124, + "FN": 16100, + "FP": 43562, + "IoU": 0.7085649527642904, + "TN": 76680142, + "TP": 145056, + "n_pred": 188618, + "n_ref": 161156 + }, + "8": { + "Dice": 0.9509227270014522, + "FN": 5605, + "FP": 1796, + "IoU": 0.9064372582235595, + "TN": 76805758, + "TP": 71701, + "n_pred": 73497, + "n_ref": 77306 + }, + "9": { + "Dice": 0.9279416976785397, + "FN": 7985, + "FP": 5027, + "IoU": 0.8655701799698329, + "TN": 76788066, + "TP": 83782, + "n_pred": 88809, + "n_ref": 91767 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0366.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0366.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9312018412889023, + "FN": 12907, + "FP": 3593, + "IoU": 0.8712607087683161, + "TN": 130871766, + "TP": 111666, + "n_pred": 115259, + "n_ref": 124573 + }, + "10": { + "Dice": 0.5886648998862266, + "FN": 14360, + "FP": 46017, + "IoU": 0.41709789534659203, + "TN": 130896352, + "TP": 43203, + "n_pred": 89220, + "n_ref": 57563 + }, + "11": { + "Dice": 0.7330279050395668, + "FN": 2048, + "FP": 516, + "IoU": 0.5785667324128863, + "TN": 130993848, + "TP": 3520, + "n_pred": 4036, + "n_ref": 5568 + }, + "12": { + "Dice": 0.7717809096732864, + "FN": 2483, + "FP": 367, + "IoU": 0.62837397313861, + "TN": 130992263, + "TP": 4819, + "n_pred": 5186, + "n_ref": 7302 + }, + "13": { + "Dice": 0.252785724288315, + "FN": 65781, + "FP": 8921, + "IoU": 0.14467929194623189, + "TN": 130912594, + "TP": 12636, + "n_pred": 21557, + "n_ref": 78417 + }, + "14": { + "Dice": 0.3698644749631554, + "FN": 729419, + "FP": 8982, + "IoU": 0.22689185609570445, + "TN": 130044825, + "TP": 216706, + "n_pred": 225688, + "n_ref": 946125 + }, + "15": { + "Dice": 0.2591037188484279, + "FN": 15932, + "FP": 37700, + "IoU": 0.1488335184891287, + "TN": 130936922, + "TP": 9378, + "n_pred": 47078, + "n_ref": 25310 + }, + "2": { + "Dice": 0.8840481138314321, + "FN": 31035, + "FP": 18234, + "IoU": 0.792191961668403, + "TN": 130762843, + "TP": 187820, + "n_pred": 206054, + "n_ref": 218855 + }, + "3": { + "Dice": 0.9300090298339326, + "FN": 20924, + "FP": 18529, + "IoU": 0.8691746526511258, + "TN": 130698362, + "TP": 262117, + "n_pred": 280646, + "n_ref": 283041 + }, + "4": { + "Dice": 0.011636580635536327, + "FN": 2241, + "FP": 4384, + "IoU": 0.00585234093637455, + "TN": 130993268, + "TP": 39, + "n_pred": 4423, + "n_ref": 2280 + }, + "5": { + "Dice": 0.7680897685954393, + "FN": 7770, + "FP": 1861, + "IoU": 0.623494917904613, + "TN": 130974352, + "TP": 15949, + "n_pred": 17810, + "n_ref": 23719 + }, + "6": { + "Dice": 0.9127421392809528, + "FN": 31884, + "FP": 243658, + "IoU": 0.8394900347534116, + "TN": 129283266, + "TP": 1441124, + "n_pred": 1684782, + "n_ref": 1473008 + }, + "7": { + "Dice": 0.5684429346448309, + "FN": 91953, + "FP": 78279, + "IoU": 0.3970801782210479, + "TN": 130717586, + "TP": 112114, + "n_pred": 190393, + "n_ref": 204067 + }, + "8": { + "Dice": 0.9570407986248008, + "FN": 4653, + "FP": 6243, + "IoU": 0.9176205525229462, + "TN": 130867666, + "TP": 121370, + "n_pred": 127613, + "n_ref": 126023 + }, + "9": { + "Dice": 0.7116087964764292, + "FN": 11496, + "FP": 25564, + "IoU": 0.552323544689127, + "TN": 130917149, + "TP": 45723, + "n_pred": 71287, + "n_ref": 57219 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0370.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0370.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9687480951924835, + "FN": 1791, + "FP": 1798, + "IoU": 0.9393903571730136, + "TN": 74367483, + "TP": 55626, + "n_pred": 57424, + "n_ref": 57417 + }, + "10": { + "Dice": 0.6253482686074942, + "FN": 40282, + "FP": 5841, + "IoU": 0.4549139642620781, + "TN": 74342082, + "TP": 38493, + "n_pred": 44334, + "n_ref": 78775 + }, + "11": { + "Dice": 0.8506091045095105, + "FN": 398, + "FP": 301, + "IoU": 0.740052063964299, + "TN": 74424009, + "TP": 1990, + "n_pred": 2291, + "n_ref": 2388 + }, + "12": { + "Dice": 0.6708918062471707, + "FN": 975, + "FP": 479, + "IoU": 0.5047683923705722, + "TN": 74423762, + "TP": 1482, + "n_pred": 1961, + "n_ref": 2457 + }, + "13": { + "Dice": 0.3604967312274699, + "FN": 79726, + "FP": 4008, + "IoU": 0.2198816788559184, + "TN": 74319363, + "TP": 23601, + "n_pred": 27609, + "n_ref": 103327 + }, + "14": { + "Dice": 0.9184227654582608, + "FN": 19206, + "FP": 7741, + "IoU": 0.8491513468729708, + "TN": 74248062, + "TP": 151689, + "n_pred": 159430, + "n_ref": 170895 + }, + "15": { + "Dice": 0.7461843162239273, + "FN": 8749, + "FP": 414, + "IoU": 0.5951307882644044, + "TN": 74404066, + "TP": 13469, + "n_pred": 13883, + "n_ref": 22218 + }, + "2": { + "Dice": 0.9572726888447394, + "FN": 5522, + "FP": 4586, + "IoU": 0.9180470086509539, + "TN": 74303359, + "TP": 113231, + "n_pred": 117817, + "n_ref": 118753 + }, + "3": { + "Dice": 0.9604288937301815, + "FN": 7314, + "FP": 2894, + "IoU": 0.9238703229992468, + "TN": 74292611, + "TP": 123879, + "n_pred": 126773, + "n_ref": 131193 + }, + "4": { + "Dice": 0.5145811689096137, + "FN": 19811, + "FP": 280, + "IoU": 0.3464216005204945, + "TN": 74395958, + "TP": 10649, + "n_pred": 10929, + "n_ref": 30460 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 74426698, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9692066384168986, + "FN": 17855, + "FP": 37410, + "IoU": 0.9402530851851651, + "TN": 73501713, + "TP": 869720, + "n_pred": 907130, + "n_ref": 887575 + }, + "7": { + "Dice": 0.7280126563100091, + "FN": 47204, + "FP": 29989, + "IoU": 0.5723426887236707, + "TN": 74246196, + "TP": 103309, + "n_pred": 133298, + "n_ref": 150513 + }, + "8": { + "Dice": 0.9338633001727662, + "FN": 1881, + "FP": 3976, + "IoU": 0.8759320454160312, + "TN": 74379490, + "TP": 41351, + "n_pred": 45327, + "n_ref": 43232 + }, + "9": { + "Dice": 0.7970968854499377, + "FN": 7194, + "FP": 6337, + "IoU": 0.6626442942980378, + "TN": 74386589, + "TP": 26578, + "n_pred": 32915, + "n_ref": 33772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0376.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0376.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9807038106400617, + "FN": 3177, + "FP": 2223, + "IoU": 0.9621382095579987, + "TN": 106504064, + "TP": 137224, + "n_pred": 139447, + "n_ref": 140401 + }, + "10": { + "Dice": 0.842859670854716, + "FN": 18372, + "FP": 11820, + "IoU": 0.7283988377427741, + "TN": 106535525, + "TP": 80971, + "n_pred": 92791, + "n_ref": 99343 + }, + "11": { + "Dice": 0.5655707873347082, + "FN": 2320, + "FP": 1261, + "IoU": 0.3942828146143437, + "TN": 106640776, + "TP": 2331, + "n_pred": 3592, + "n_ref": 4651 + }, + "12": { + "Dice": 0.8128574245710906, + "FN": 1348, + "FP": 550, + "IoU": 0.684717607973422, + "TN": 106640668, + "TP": 4122, + "n_pred": 4672, + "n_ref": 5470 + }, + "13": { + "Dice": 0.5405731725722335, + "FN": 24825, + "FP": 2572, + "IoU": 0.370401011145582, + "TN": 106603173, + "TP": 16118, + "n_pred": 18690, + "n_ref": 40943 + }, + "14": { + "Dice": 0.9378834517140072, + "FN": 3375, + "FP": 5484, + "IoU": 0.8830325195737995, + "TN": 106570949, + "TP": 66880, + "n_pred": 72364, + "n_ref": 70255 + }, + "15": { + "Dice": 0.8349116219434014, + "FN": 3770, + "FP": 5243, + "IoU": 0.7166079738397686, + "TN": 106614884, + "TP": 22791, + "n_pred": 28034, + "n_ref": 26561 + }, + "2": { + "Dice": 0.7431326165827209, + "FN": 74836, + "FP": 2478, + "IoU": 0.5912577781772235, + "TN": 106457537, + "TP": 111837, + "n_pred": 114315, + "n_ref": 186673 + }, + "3": { + "Dice": 0.787618256371774, + "FN": 3550, + "FP": 75696, + "IoU": 0.6496454276973137, + "TN": 106420500, + "TP": 146942, + "n_pred": 222638, + "n_ref": 150492 + }, + "4": { + "Dice": 0.8862270035709443, + "FN": 280, + "FP": 2237, + "IoU": 0.795698051948052, + "TN": 106634368, + "TP": 9803, + "n_pred": 12040, + "n_ref": 10083 + }, + "5": { + "Dice": 0.7227406025059984, + "FN": 1731, + "FP": 349, + "IoU": 0.5658526403673555, + "TN": 106641897, + "TP": 2711, + "n_pred": 3060, + "n_ref": 4442 + }, + "6": { + "Dice": 0.9772847808188164, + "FN": 25094, + "FP": 32898, + "IoU": 0.9555786033977864, + "TN": 105341191, + "TP": 1247505, + "n_pred": 1280403, + "n_ref": 1272599 + }, + "7": { + "Dice": 0.9034535634361145, + "FN": 46373, + "FP": 15708, + "IoU": 0.8239081659570726, + "TN": 106294139, + "TP": 290468, + "n_pred": 306176, + "n_ref": 336841 + }, + "8": { + "Dice": 0.9361785576804352, + "FN": 6584, + "FP": 2203, + "IoU": 0.8800147472485458, + "TN": 106573454, + "TP": 64447, + "n_pred": 66650, + "n_ref": 71031 + }, + "9": { + "Dice": 0.8900019145138679, + "FN": 13029, + "FP": 4782, + "IoU": 0.8018049095319698, + "TN": 106556822, + "TP": 72055, + "n_pred": 76837, + "n_ref": 85084 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0380.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0380.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9734919518674793, + "FN": 5239, + "FP": 2903, + "IoU": 0.9483529658033455, + "TN": 107969281, + "TP": 149505, + "n_pred": 152408, + "n_ref": 154744 + }, + "10": { + "Dice": 0.850037051815539, + "FN": 6580, + "FP": 19728, + "IoU": 0.7391864695793554, + "TN": 108026059, + "TP": 74561, + "n_pred": 94289, + "n_ref": 81141 + }, + "11": { + "Dice": 0.8339828526890102, + "FN": 362, + "FP": 703, + "IoU": 0.7152406417112299, + "TN": 108123188, + "TP": 2675, + "n_pred": 3378, + "n_ref": 3037 + }, + "12": { + "Dice": 0.7970065481758652, + "FN": 992, + "FP": 527, + "IoU": 0.6625194401244168, + "TN": 108122427, + "TP": 2982, + "n_pred": 3509, + "n_ref": 3974 + }, + "13": { + "Dice": 0.7677372910319151, + "FN": 24632, + "FP": 7309, + "IoU": 0.6230305319186602, + "TN": 108042197, + "TP": 52790, + "n_pred": 60099, + "n_ref": 77422 + }, + "14": { + "Dice": 0.7656065171297847, + "FN": 5590, + "FP": 15414, + "IoU": 0.6202289041170196, + "TN": 108071621, + "TP": 34303, + "n_pred": 49717, + "n_ref": 39893 + }, + "15": { + "Dice": 0.835691008739446, + "FN": 4664, + "FP": 4210, + "IoU": 0.7177570687955218, + "TN": 108095487, + "TP": 22567, + "n_pred": 26777, + "n_ref": 27231 + }, + "2": { + "Dice": 0.9417995610826627, + "FN": 13375, + "FP": 8504, + "IoU": 0.8900011060723372, + "TN": 107928026, + "TP": 177023, + "n_pred": 185527, + "n_ref": 190398 + }, + "3": { + "Dice": 0.9514523654114294, + "FN": 12925, + "FP": 6190, + "IoU": 0.9074002305911077, + "TN": 107920502, + "TP": 187311, + "n_pred": 193501, + "n_ref": 200236 + }, + "4": { + "Dice": 0.9202232227788699, + "FN": 4287, + "FP": 745, + "IoU": 0.8522346860868033, + "TN": 108092874, + "TP": 29022, + "n_pred": 29767, + "n_ref": 33309 + }, + "5": { + "Dice": 0.8227669766131305, + "FN": 957, + "FP": 301, + "IoU": 0.6988989947343226, + "TN": 108122750, + "TP": 2920, + "n_pred": 3221, + "n_ref": 3877 + }, + "6": { + "Dice": 0.9787019657202713, + "FN": 31165, + "FP": 31866, + "IoU": 0.9582922250609263, + "TN": 106615675, + "TP": 1448222, + "n_pred": 1480088, + "n_ref": 1479387 + }, + "7": { + "Dice": 0.8816740947480726, + "FN": 44415, + "FP": 12480, + "IoU": 0.7883874375148774, + "TN": 107858064, + "TP": 211969, + "n_pred": 224449, + "n_ref": 256384 + }, + "8": { + "Dice": 0.9567238747282232, + "FN": 1808, + "FP": 1934, + "IoU": 0.917038022392196, + "TN": 108081823, + "TP": 41363, + "n_pred": 43297, + "n_ref": 43171 + }, + "9": { + "Dice": 0.901365361735879, + "FN": 6053, + "FP": 6134, + "IoU": 0.8204414191419142, + "TN": 108059056, + "TP": 55685, + "n_pred": 61819, + "n_ref": 61738 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0381.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0381.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8555063954179072, + "FN": 5673, + "FP": 34464, + "IoU": 0.7474977509640972, + "TN": 62411203, + "TP": 118820, + "n_pred": 153284, + "n_ref": 124493 + }, + "10": { + "Dice": 0.861544610892913, + "FN": 9571, + "FP": 6363, + "IoU": 0.7567662458593476, + "TN": 62504651, + "TP": 49575, + "n_pred": 55938, + "n_ref": 59146 + }, + "11": { + "Dice": 0.7139749864056553, + "FN": 739, + "FP": 313, + "IoU": 0.5551797040169133, + "TN": 62567795, + "TP": 1313, + "n_pred": 1626, + "n_ref": 2052 + }, + "12": { + "Dice": 0.7830117764971185, + "FN": 1142, + "FP": 590, + "IoU": 0.6434012765081326, + "TN": 62565303, + "TP": 3125, + "n_pred": 3715, + "n_ref": 4267 + }, + "13": { + "Dice": 0.8336564852818976, + "FN": 8602, + "FP": 4610, + "IoU": 0.7147606813618601, + "TN": 62523841, + "TP": 33107, + "n_pred": 37717, + "n_ref": 41709 + }, + "14": { + "Dice": 0.9389737403234494, + "FN": 38038, + "FP": 3089, + "IoU": 0.8849674847912733, + "TN": 62212635, + "TP": 316398, + "n_pred": 319487, + "n_ref": 354436 + }, + "15": { + "Dice": 0.24828084869208927, + "FN": 74857, + "FP": 24948, + "IoU": 0.141735533636606, + "TN": 62453873, + "TP": 16482, + "n_pred": 41430, + "n_ref": 91339 + }, + "2": { + "Dice": 0.9075816165417088, + "FN": 23021, + "FP": 6304, + "IoU": 0.8308003877310808, + "TN": 62396844, + "TP": 143991, + "n_pred": 150295, + "n_ref": 167012 + }, + "3": { + "Dice": 0.9319080840482649, + "FN": 8283, + "FP": 19758, + "IoU": 0.8724980220619662, + "TN": 62350234, + "TP": 191885, + "n_pred": 211643, + "n_ref": 200168 + }, + "4": { + "Dice": 0.9313440603721213, + "FN": 2006, + "FP": 1160, + "IoU": 0.8715097402597403, + "TN": 62545520, + "TP": 21474, + "n_pred": 22634, + "n_ref": 23480 + }, + "5": { + "Dice": 0.6389592123769339, + "FN": 3632, + "FP": 1502, + "IoU": 0.46946367675932626, + "TN": 62560483, + "TP": 4543, + "n_pred": 6045, + "n_ref": 8175 + }, + "6": { + "Dice": 0.9661354436330194, + "FN": 67181, + "FP": 30288, + "IoU": 0.9344893755019877, + "TN": 61082325, + "TP": 1390366, + "n_pred": 1420654, + "n_ref": 1457547 + }, + "7": { + "Dice": 0.802792181890706, + "FN": 16326, + "FP": 67722, + "IoU": 0.6705537415872593, + "TN": 62315041, + "TP": 171071, + "n_pred": 238793, + "n_ref": 187397 + }, + "8": { + "Dice": 0.8660079464659138, + "FN": 3864, + "FP": 16640, + "IoU": 0.7636807892674381, + "TN": 62483396, + "TP": 66260, + "n_pred": 82900, + "n_ref": 70124 + }, + "9": { + "Dice": 0.796373649015678, + "FN": 7080, + "FP": 14662, + "IoU": 0.6616452426157055, + "TN": 62505902, + "TP": 42516, + "n_pred": 57178, + "n_ref": 49596 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0384.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0384.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8963147560791421, + "FN": 43328, + "FP": 11592, + "IoU": 0.8121108450222374, + "TN": 55088948, + "TP": 237380, + "n_pred": 248972, + "n_ref": 280708 + }, + "10": { + "Dice": 0.8613541149355032, + "FN": 8926, + "FP": 12850, + "IoU": 0.7564723380936937, + "TN": 55291829, + "TP": 67643, + "n_pred": 80493, + "n_ref": 76569 + }, + "11": { + "Dice": 0.798498709828759, + "FN": 923, + "FP": 795, + "IoU": 0.6645841468176493, + "TN": 55376126, + "TP": 3404, + "n_pred": 4199, + "n_ref": 4327 + }, + "12": { + "Dice": 0.8322426508777397, + "FN": 722, + "FP": 893, + "IoU": 0.7126845756982744, + "TN": 55375627, + "TP": 4006, + "n_pred": 4899, + "n_ref": 4728 + }, + "13": { + "Dice": 0.6374880459037296, + "FN": 24874, + "FP": 9242, + "IoU": 0.46787702961957794, + "TN": 55317135, + "TP": 29997, + "n_pred": 39239, + "n_ref": 54871 + }, + "14": { + "Dice": 0.9293162017638801, + "FN": 8465, + "FP": 4727, + "IoU": 0.8679651296628066, + "TN": 55281335, + "TP": 86721, + "n_pred": 91448, + "n_ref": 95186 + }, + "15": { + "Dice": 0.8015062578829921, + "FN": 21770, + "FP": 10964, + "IoU": 0.6687613207451707, + "TN": 55282425, + "TP": 66089, + "n_pred": 77053, + "n_ref": 87859 + }, + "2": { + "Dice": 0.922667666551815, + "FN": 13274, + "FP": 17250, + "IoU": 0.8564373665446952, + "TN": 55168630, + "TP": 182094, + "n_pred": 199344, + "n_ref": 195368 + }, + "3": { + "Dice": 0.9227820372398685, + "FN": 22129, + "FP": 4943, + "IoU": 0.8566344687341129, + "TN": 55192416, + "TP": 161760, + "n_pred": 166703, + "n_ref": 183889 + }, + "4": { + "Dice": 0.8925213366121799, + "FN": 1239, + "FP": 247, + "IoU": 0.8059038662486938, + "TN": 55373592, + "TP": 6170, + "n_pred": 6417, + "n_ref": 7409 + }, + "5": { + "Dice": 0.8366582278481013, + "FN": 1509, + "FP": 104, + "IoU": 0.7191852367688022, + "TN": 55375504, + "TP": 4131, + "n_pred": 4235, + "n_ref": 5640 + }, + "6": { + "Dice": 0.9703596798030624, + "FN": 43494, + "FP": 45413, + "IoU": 0.9424258751031266, + "TN": 53837030, + "TP": 1455311, + "n_pred": 1500724, + "n_ref": 1498805 + }, + "7": { + "Dice": 0.9252945967642698, + "FN": 17345, + "FP": 8153, + "IoU": 0.8609751044131598, + "TN": 55197842, + "TP": 157908, + "n_pred": 166061, + "n_ref": 175253 + }, + "8": { + "Dice": 0.962113807318006, + "FN": 1773, + "FP": 1793, + "IoU": 0.9269935510287645, + "TN": 55332403, + "TP": 45279, + "n_pred": 47072, + "n_ref": 47052 + }, + "9": { + "Dice": 0.858382129689872, + "FN": 9357, + "FP": 4356, + "IoU": 0.7518996960486323, + "TN": 55325976, + "TP": 41559, + "n_pred": 45915, + "n_ref": 50916 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0395.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0395.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9740978595973605, + "FN": 13062, + "FP": 1599, + "IoU": 0.9495036819155604, + "TN": 110856277, + "TP": 275677, + "n_pred": 277276, + "n_ref": 288739 + }, + "10": { + "Dice": 0.8572340835702925, + "FN": 11127, + "FP": 12571, + "IoU": 0.75013970161843, + "TN": 111051770, + "TP": 71147, + "n_pred": 83718, + "n_ref": 82274 + }, + "11": { + "Dice": 0.7956963538553496, + "FN": 306, + "FP": 1403, + "IoU": 0.6607107405201509, + "TN": 111141578, + "TP": 3328, + "n_pred": 4731, + "n_ref": 3634 + }, + "12": { + "Dice": 0.8442608227052273, + "FN": 754, + "FP": 113, + "IoU": 0.7304942493005906, + "TN": 111143398, + "TP": 2350, + "n_pred": 2463, + "n_ref": 3104 + }, + "13": { + "Dice": 0.7724635380844047, + "FN": 18793, + "FP": 7011, + "IoU": 0.6292795057826306, + "TN": 111077010, + "TP": 43801, + "n_pred": 50812, + "n_ref": 62594 + }, + "14": { + "Dice": 0.8970986169573061, + "FN": 5311, + "FP": 2903, + "IoU": 0.8133987596265249, + "TN": 111102596, + "TP": 35805, + "n_pred": 38708, + "n_ref": 41116 + }, + "15": { + "Dice": 0.7771376283593724, + "FN": 2433, + "FP": 10719, + "IoU": 0.6355070254690575, + "TN": 111110532, + "TP": 22931, + "n_pred": 33650, + "n_ref": 25364 + }, + "2": { + "Dice": 0.9446492734986923, + "FN": 14840, + "FP": 1689, + "IoU": 0.8951045844544855, + "TN": 110989039, + "TP": 141047, + "n_pred": 142736, + "n_ref": 155887 + }, + "3": { + "Dice": 0.9559163203365978, + "FN": 12595, + "FP": 8800, + "IoU": 0.9155552748844534, + "TN": 110893254, + "TP": 231966, + "n_pred": 240766, + "n_ref": 244561 + }, + "4": { + "Dice": 0.8994132439228835, + "FN": 1670, + "FP": 2170, + "IoU": 0.8172124904798173, + "TN": 111125607, + "TP": 17168, + "n_pred": 19338, + "n_ref": 18838 + }, + "5": { + "Dice": 0.874637206254096, + "FN": 96, + "FP": 1243, + "IoU": 0.7772046589018303, + "TN": 111140605, + "TP": 4671, + "n_pred": 5914, + "n_ref": 4767 + }, + "6": { + "Dice": 0.9813898774292426, + "FN": 17433, + "FP": 42747, + "IoU": 0.9634597729624178, + "TN": 109499663, + "TP": 1586772, + "n_pred": 1629519, + "n_ref": 1604205 + }, + "7": { + "Dice": 0.41366819128143273, + "FN": 274782, + "FP": 19804, + "IoU": 0.2607702808503804, + "TN": 110748111, + "TP": 103918, + "n_pred": 123722, + "n_ref": 378700 + }, + "8": { + "Dice": 0.9627755467419279, + "FN": 3112, + "FP": 2876, + "IoU": 0.9282229547497752, + "TN": 111063190, + "TP": 77437, + "n_pred": 80313, + "n_ref": 80549 + }, + "9": { + "Dice": 0.9026428057990497, + "FN": 7508, + "FP": 2921, + "IoU": 0.8225606125053169, + "TN": 111087840, + "TP": 48346, + "n_pred": 51267, + "n_ref": 55854 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0396.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0396.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9761642356558754, + "FN": 6002, + "FP": 3579, + "IoU": 0.9534383049035331, + "TN": 96915255, + "TP": 196189, + "n_pred": 199768, + "n_ref": 202191 + }, + "10": { + "Dice": 0.861025454137699, + "FN": 12972, + "FP": 6858, + "IoU": 0.7559654930530771, + "TN": 97039766, + "TP": 61429, + "n_pred": 68287, + "n_ref": 74401 + }, + "11": { + "Dice": 0.7661677081819503, + "FN": 1276, + "FP": 333, + "IoU": 0.6209658421672556, + "TN": 97116780, + "TP": 2636, + "n_pred": 2969, + "n_ref": 3912 + }, + "12": { + "Dice": 0.7484662576687117, + "FN": 1989, + "FP": 225, + "IoU": 0.5980392156862745, + "TN": 97115517, + "TP": 3294, + "n_pred": 3519, + "n_ref": 5283 + }, + "13": { + "Dice": 0.7762046696472926, + "FN": 16996, + "FP": 2826, + "IoU": 0.6342601989039984, + "TN": 97066828, + "TP": 34375, + "n_pred": 37201, + "n_ref": 51371 + }, + "14": { + "Dice": 0.9481753708775863, + "FN": 10240, + "FP": 3213, + "IoU": 0.901457661881043, + "TN": 96984505, + "TP": 123067, + "n_pred": 126280, + "n_ref": 133307 + }, + "15": { + "Dice": 0.7825523710821706, + "FN": 17153, + "FP": 11382, + "IoU": 0.6427811369412, + "TN": 97041144, + "TP": 51346, + "n_pred": 62728, + "n_ref": 68499 + }, + "2": { + "Dice": 0.9140758098736502, + "FN": 23066, + "FP": 4068, + "IoU": 0.8417491922408463, + "TN": 96949563, + "TP": 144328, + "n_pred": 148396, + "n_ref": 167394 + }, + "3": { + "Dice": 0.9193332367264312, + "FN": 10487, + "FP": 26253, + "IoU": 0.8507092731727733, + "TN": 96874928, + "TP": 209357, + "n_pred": 235610, + "n_ref": 219844 + }, + "4": { + "Dice": 0.9095685222445786, + "FN": 959, + "FP": 2277, + "IoU": 0.8341363403382881, + "TN": 97101515, + "TP": 16274, + "n_pred": 18551, + "n_ref": 17233 + }, + "5": { + "Dice": 0.8041314837153196, + "FN": 1792, + "FP": 3404, + "IoU": 0.6724246627159248, + "TN": 97105163, + "TP": 10666, + "n_pred": 14070, + "n_ref": 12458 + }, + "6": { + "Dice": 0.9681701464651954, + "FN": 24251, + "FP": 78548, + "IoU": 0.9383040654895513, + "TN": 95454805, + "TP": 1563421, + "n_pred": 1641969, + "n_ref": 1587672 + }, + "7": { + "Dice": 0.8782542544798828, + "FN": 46226, + "FP": 31552, + "IoU": 0.7829352221636149, + "TN": 96762708, + "TP": 280539, + "n_pred": 312091, + "n_ref": 326765 + }, + "8": { + "Dice": 0.9531315903143024, + "FN": 6327, + "FP": 2896, + "IoU": 0.9104597879693992, + "TN": 97018021, + "TP": 93781, + "n_pred": 96677, + "n_ref": 100108 + }, + "9": { + "Dice": 0.9246575700954146, + "FN": 7112, + "FP": 7283, + "IoU": 0.8598726734677985, + "TN": 97018297, + "TP": 88333, + "n_pred": 95616, + "n_ref": 95445 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0405.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0405.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9740055553988166, + "FN": 7258, + "FP": 2877, + "IoU": 0.9493282936609121, + "TN": 78856392, + "TP": 189878, + "n_pred": 192755, + "n_ref": 197136 + }, + "10": { + "Dice": 0.7986427118796418, + "FN": 21932, + "FP": 13910, + "IoU": 0.6647836740801706, + "TN": 78949483, + "TP": 71080, + "n_pred": 84990, + "n_ref": 93012 + }, + "11": { + "Dice": 0.7850496277915633, + "FN": 478, + "FP": 908, + "IoU": 0.6461577738064845, + "TN": 79052488, + "TP": 2531, + "n_pred": 3439, + "n_ref": 3009 + }, + "12": { + "Dice": 0.6271268838113758, + "FN": 1069, + "FP": 1232, + "IoU": 0.45679886685552407, + "TN": 79052169, + "TP": 1935, + "n_pred": 3167, + "n_ref": 3004 + }, + "13": { + "Dice": 0.7718734949430085, + "FN": 22203, + "FP": 3375, + "IoU": 0.6284967320261438, + "TN": 78987555, + "TP": 43272, + "n_pred": 46647, + "n_ref": 65475 + }, + "14": { + "Dice": 0.6247923483513718, + "FN": 13055, + "FP": 16759, + "IoU": 0.4543258231601296, + "TN": 79001768, + "TP": 24823, + "n_pred": 41582, + "n_ref": 37878 + }, + "15": { + "Dice": 0.8168545761906758, + "FN": 9298, + "FP": 3811, + "IoU": 0.6904092766218738, + "TN": 79014062, + "TP": 29234, + "n_pred": 33045, + "n_ref": 38532 + }, + "2": { + "Dice": 0.9015112641318921, + "FN": 3821, + "FP": 19979, + "IoU": 0.8206832120308003, + "TN": 78923679, + "TP": 108926, + "n_pred": 128905, + "n_ref": 112747 + }, + "3": { + "Dice": 0.9004619281776188, + "FN": 18649, + "FP": 4063, + "IoU": 0.8189456565930343, + "TN": 78930962, + "TP": 102731, + "n_pred": 106794, + "n_ref": 121380 + }, + "4": { + "Dice": 0.9059725828854399, + "FN": 981, + "FP": 576, + "IoU": 0.8281077500551999, + "TN": 79047347, + "TP": 7501, + "n_pred": 8077, + "n_ref": 8482 + }, + "5": { + "Dice": 0.9243140014071766, + "FN": 360, + "FP": 393, + "IoU": 0.8592786395066343, + "TN": 79051054, + "TP": 4598, + "n_pred": 4991, + "n_ref": 4958 + }, + "6": { + "Dice": 0.975841425890589, + "FN": 22013, + "FP": 42188, + "IoU": 0.9528225907195692, + "TN": 77695563, + "TP": 1296641, + "n_pred": 1338829, + "n_ref": 1318654 + }, + "7": { + "Dice": 0.7449933625847213, + "FN": 187189, + "FP": 9135, + "IoU": 0.5936170697224804, + "TN": 78573304, + "TP": 286777, + "n_pred": 295912, + "n_ref": 473966 + }, + "8": { + "Dice": 0.9436386707142742, + "FN": 2152, + "FP": 1357, + "IoU": 0.8932915703685683, + "TN": 79023521, + "TP": 29375, + "n_pred": 30732, + "n_ref": 31527 + }, + "9": { + "Dice": 0.9150669202339518, + "FN": 7536, + "FP": 4299, + "IoU": 0.8434316708559333, + "TN": 78980815, + "TP": 63755, + "n_pred": 68054, + "n_ref": 71291 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0406.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0406.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9388170802317687, + "FN": 8042, + "FP": 21334, + "IoU": 0.8846892112029204, + "TN": 122457185, + "TP": 225379, + "n_pred": 246713, + "n_ref": 233421 + }, + "10": { + "Dice": 0.8215435266420202, + "FN": 21063, + "FP": 17747, + "IoU": 0.6971352317332979, + "TN": 122583797, + "TP": 89333, + "n_pred": 107080, + "n_ref": 110396 + }, + "11": { + "Dice": 0.7239983247242775, + "FN": 1589, + "FP": 388, + "IoU": 0.5673960612691467, + "TN": 122707370, + "TP": 2593, + "n_pred": 2981, + "n_ref": 4182 + }, + "12": { + "Dice": 0.4840281537628587, + "FN": 4055, + "FP": 710, + "IoU": 0.3192857142857143, + "TN": 122704940, + "TP": 2235, + "n_pred": 2945, + "n_ref": 6290 + }, + "13": { + "Dice": 0.2665613944519518, + "FN": 45022, + "FP": 3283, + "IoU": 0.15377608044426536, + "TN": 122654857, + "TP": 8778, + "n_pred": 12061, + "n_ref": 53800 + }, + "14": { + "Dice": 0.8476726644553687, + "FN": 18633, + "FP": 13376, + "IoU": 0.7356179431903593, + "TN": 122590869, + "TP": 89062, + "n_pred": 102438, + "n_ref": 107695 + }, + "15": { + "Dice": 0.7992886901737628, + "FN": 11760, + "FP": 7992, + "IoU": 0.665679321609316, + "TN": 122652859, + "TP": 39329, + "n_pred": 47321, + "n_ref": 51089 + }, + "2": { + "Dice": 0.6141900435535991, + "FN": 71367, + "FP": 11015, + "IoU": 0.4431993295304009, + "TN": 122563984, + "TP": 65574, + "n_pred": 76589, + "n_ref": 136941 + }, + "3": { + "Dice": 0.7629419200354899, + "FN": 3137, + "FP": 85568, + "IoU": 0.6167389651239156, + "TN": 122480492, + "TP": 142743, + "n_pred": 228311, + "n_ref": 145880 + }, + "4": { + "Dice": 0.561473520066399, + "FN": 31989, + "FP": 20318, + "IoU": 0.3903115638805031, + "TN": 122626147, + "TP": 33486, + "n_pred": 53804, + "n_ref": 65475 + }, + "5": { + "Dice": 0.6880727376861397, + "FN": 7598, + "FP": 1116, + "IoU": 0.5244747612551159, + "TN": 122693615, + "TP": 9611, + "n_pred": 10727, + "n_ref": 17209 + }, + "6": { + "Dice": 0.9702022467453457, + "FN": 47510, + "FP": 54660, + "IoU": 0.9421289216052782, + "TN": 120946464, + "TP": 1663306, + "n_pred": 1717966, + "n_ref": 1710816 + }, + "7": { + "Dice": 0.6278124385035313, + "FN": 221673, + "FP": 186849, + "IoU": 0.45752669395928414, + "TN": 121958867, + "TP": 344551, + "n_pred": 531400, + "n_ref": 566224 + }, + "8": { + "Dice": 0.9290271414712901, + "FN": 5250, + "FP": 14796, + "IoU": 0.8674609576451608, + "TN": 122560694, + "TP": 131200, + "n_pred": 145996, + "n_ref": 136450 + }, + "9": { + "Dice": 0.8262439036878688, + "FN": 10199, + "FP": 16949, + "IoU": 0.7039315120780849, + "TN": 122620245, + "TP": 64547, + "n_pred": 81496, + "n_ref": 74746 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/predVal/amos_0408.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_raw/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/labelsVal/amos_0408.nii.gz" + } + ] +} \ No newline at end of file diff --git a/nnActive_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/loop_004/summary_cross_val.json b/nnActive_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/loop_004/summary_cross_val.json new file mode 100644 index 0000000000000000000000000000000000000000..b5d692c773c965dacdf5b9208823af111dfa8572 --- /dev/null +++ b/nnActive_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/loop_004/summary_cross_val.json @@ -0,0 +1,19404 @@ +{ + "fold_0": { + "foreground_mean": { + "Dice": 0.6098649410502435, + "FN": 694.6444444444445, + "FP": 345.0083333333333, + "IoU": 0.5309080356067207, + "TN": 257508.51388888888, + "TP": 4299.833333333332, + "n_pred": 4644.841666666665, + "n_ref": 4994.477777777778 + }, + "mean": { + "1": { + "Dice": 0.9438917824667902, + "FN": 587.7916666666666, + "FP": 175.20833333333334, + "IoU": 0.8970235767132716, + "TN": 250350.875, + "TP": 11734.125, + "n_pred": 11909.333333333334, + "n_ref": 12321.916666666666 + }, + "10": { + "Dice": 0.6958423852883714, + "FN": 2349.7083333333335, + "FP": 570.0833333333334, + "IoU": 0.5765197930504046, + "TN": 255070.66666666666, + "TP": 4857.541666666667, + "n_pred": 5427.625, + "n_ref": 7207.25 + }, + "11": { + "Dice": 0.6390705211893767, + "FN": 166.20833333333334, + "FP": 46.0, + "IoU": 0.48687934843502756, + "TN": 262399.125, + "TP": 236.66666666666666, + "n_pred": 282.6666666666667, + "n_ref": 402.875 + }, + "12": { + "Dice": 0.580769355427801, + "FN": 244.5, + "FP": 76.20833333333333, + "IoU": 0.44999525791577816, + "TN": 262158.75, + "TP": 368.5416666666667, + "n_pred": 444.75, + "n_ref": 613.0416666666666 + }, + "13": { + "Dice": 0.30670817572207043, + "FN": 179.375, + "FP": 219.16666666666666, + "IoU": 0.23658975829943155, + "TN": 262144.4583333333, + "TP": 305.0, + "n_pred": 524.1666666666666, + "n_ref": 484.375 + }, + "14": { + "Dice": 0.6393662159434967, + "FN": 1441.125, + "FP": 180.70833333333334, + "IoU": 0.61413731689736, + "TN": 257831.5, + "TP": 3394.6666666666665, + "n_pred": 3575.375, + "n_ref": 4835.791666666667 + }, + "15": { + "Dice": 0.5602273788340639, + "FN": 397.25, + "FP": 174.54166666666666, + "IoU": 0.4849082223145997, + "TN": 261387.41666666666, + "TP": 888.7916666666666, + "n_pred": 1063.3333333333333, + "n_ref": 1286.0416666666667 + }, + "2": { + "Dice": 0.5395446582811183, + "FN": 972.1666666666666, + "FP": 140.0, + "IoU": 0.4977275276553523, + "TN": 258596.33333333334, + "TP": 3139.5, + "n_pred": 3279.5, + "n_ref": 4111.666666666667 + }, + "3": { + "Dice": 0.8105413048827048, + "FN": 203.58333333333334, + "FP": 1016.0, + "IoU": 0.769562418061288, + "TN": 257907.125, + "TP": 3721.2916666666665, + "n_pred": 4737.291666666667, + "n_ref": 3924.875 + }, + "4": { + "Dice": 0.13497097998511956, + "FN": 102.16666666666667, + "FP": 275.4166666666667, + "IoU": 0.07875023862500981, + "TN": 262379.4583333333, + "TP": 90.95833333333333, + "n_pred": 366.375, + "n_ref": 193.125 + }, + "5": { + "Dice": 0.40420893744637915, + "FN": 41.958333333333336, + "FP": 158.91666666666666, + "IoU": 0.29499927618054955, + "TN": 262476.2083333333, + "TP": 170.91666666666666, + "n_pred": 329.8333333333333, + "n_ref": 212.875 + }, + "6": { + "Dice": 0.707057441674013, + "FN": 505.8333333333333, + "FP": 662.7916666666666, + "IoU": 0.6512984933406964, + "TN": 239160.66666666666, + "TP": 22518.708333333332, + "n_pred": 23181.5, + "n_ref": 23024.541666666668 + }, + "7": { + "Dice": 0.8245401596340236, + "FN": 1813.75, + "FP": 517.1666666666666, + "IoU": 0.7269336406172511, + "TN": 253129.20833333334, + "TP": 7387.875, + "n_pred": 7905.041666666667, + "n_ref": 9201.625 + }, + "8": { + "Dice": 0.880088345371902, + "FN": 1033.8333333333333, + "FP": 701.7916666666666, + "IoU": 0.7949033974480685, + "TN": 256797.5, + "TP": 4314.875, + "n_pred": 5016.666666666667, + "n_ref": 5348.708333333333 + }, + "9": { + "Dice": 0.4811464736064215, + "FN": 380.4166666666667, + "FP": 261.125, + "IoU": 0.40339226854672205, + "TN": 260838.41666666666, + "TP": 1368.0416666666667, + "n_pred": 1629.1666666666667, + "n_ref": 1748.4583333333333 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7714261324834965, + "FN": 14923, + "FP": 1143, + "IoU": 0.6279037450494476, + "TN": 132055, + "TP": 27111, + "n_pred": 28254, + "n_ref": 42034 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 127, + "IoU": 0.0, + "TN": 175105, + "TP": 0, + "n_pred": 127, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.970697320266254, + "FN": 1551, + "FP": 2028, + "IoU": 0.943063045864554, + "TN": 112373, + "TP": 59280, + "n_pred": 61308, + "n_ref": 60831 + }, + "7": { + "Dice": 0.6637408568443052, + "FN": 11190, + "FP": 73, + "IoU": 0.49671567094150765, + "TN": 152853, + "TP": 11116, + "n_pred": 11189, + "n_ref": 22306 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0009.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0009.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 20, + "IoU": 0.0, + "TN": 175212, + "TP": 0, + "n_pred": 20, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.32847981893625045, + "FN": 2307, + "FP": 6594, + "IoU": 0.19651561653728108, + "TN": 164154, + "TP": 2177, + "n_pred": 8771, + "n_ref": 4484 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9773026916289731, + "FN": 1782, + "FP": 2694, + "IoU": 0.9556128520428402, + "TN": 74392, + "TP": 96364, + "n_pred": 99058, + "n_ref": 98146 + }, + "7": { + "Dice": 0.5964170789107152, + "FN": 8282, + "FP": 121, + "IoU": 0.4249247194087052, + "TN": 160620, + "TP": 6209, + "n_pred": 6330, + "n_ref": 14491 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0015.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0015.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9636218731521711, + "FN": 3490, + "FP": 755, + "IoU": 0.9297975788846994, + "TN": 114764, + "TP": 56223, + "n_pred": 56978, + "n_ref": 59713 + }, + "10": { + "Dice": 0.03524229074889868, + "FN": 219, + "FP": 0, + "IoU": 0.017937219730941704, + "TN": 175009, + "TP": 4, + "n_pred": 4, + "n_ref": 223 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 14, + "IoU": 0.0, + "TN": 175218, + "TP": 0, + "n_pred": 14, + "n_ref": 0 + }, + "7": { + "Dice": 0.9307252660622782, + "FN": 796, + "FP": 610, + "IoU": 0.8704266887844438, + "TN": 164381, + "TP": 9445, + "n_pred": 10055, + "n_ref": 10241 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0016.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0016.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0021.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0021.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8080614543970763, + "FN": 7478, + "FP": 3341, + "IoU": 0.6779388563093501, + "TN": 141639, + "TP": 22774, + "n_pred": 26115, + "n_ref": 30252 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.46806883365200763, + "FN": 1318, + "FP": 73, + "IoU": 0.3055416874687968, + "TN": 173229, + "TP": 612, + "n_pred": 685, + "n_ref": 1930 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.514571190674438, + "FN": 69, + "FP": 1097, + "IoU": 0.34641255605381166, + "TN": 173448, + "TP": 618, + "n_pred": 1715, + "n_ref": 687 + }, + "7": { + "Dice": 0.931833622707028, + "FN": 967, + "FP": 839, + "IoU": 0.8723674911660777, + "TN": 161082, + "TP": 12344, + "n_pred": 13183, + "n_ref": 13311 + }, + "8": { + "Dice": 0.8296547054840894, + "FN": 566, + "FP": 1950, + "IoU": 0.7088973735971307, + "TN": 166589, + "TP": 6127, + "n_pred": 8077, + "n_ref": 6693 + }, + "9": { + "Dice": 0.7393773252398669, + "FN": 807, + "FP": 1855, + "IoU": 0.5865175520347934, + "TN": 168794, + "TP": 3776, + "n_pred": 5631, + "n_ref": 4583 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0035.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0035.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7080159593761335, + "FN": 758, + "FP": 47, + "IoU": 0.5480067377877597, + "TN": 173451, + "TP": 976, + "n_pred": 1023, + "n_ref": 1734 + }, + "11": { + "Dice": 0.5743851960068176, + "FN": 2922, + "FP": 574, + "IoU": 0.4029035012809564, + "TN": 169377, + "TP": 2359, + "n_pred": 2933, + "n_ref": 5281 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.8825894094815636, + "FN": 598, + "FP": 1096, + "IoU": 0.7898523756357771, + "TN": 167171, + "TP": 6367, + "n_pred": 7463, + "n_ref": 6965 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9503446961273311, + "FN": 462, + "FP": 1101, + "IoU": 0.9053874092009685, + "TN": 158712, + "TP": 14957, + "n_pred": 16058, + "n_ref": 15419 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.07643312101910828, + "FN": 145, + "FP": 0, + "IoU": 0.039735099337748346, + "TN": 175081, + "TP": 6, + "n_pred": 6, + "n_ref": 151 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9487648839190242, + "FN": 1873, + "FP": 3781, + "IoU": 0.902523963864561, + "TN": 117228, + "TP": 52350, + "n_pred": 56131, + "n_ref": 54223 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.86615515771526, + "FN": 32, + "FP": 753, + "IoU": 0.7639097744360902, + "TN": 171907, + "TP": 2540, + "n_pred": 3293, + "n_ref": 2572 + }, + "9": { + "Dice": 0.8027668520276685, + "FN": 4626, + "FP": 2645, + "IoU": 0.6705183976798985, + "TN": 153164, + "TP": 14797, + "n_pred": 17442, + "n_ref": 19423 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0042.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0042.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9528313732055413, + "FN": 312, + "FP": 815, + "IoU": 0.909912070343725, + "TN": 513186, + "TP": 11383, + "n_pred": 12198, + "n_ref": 11695 + }, + "10": { + "Dice": 0.5745796906523201, + "FN": 21773, + "FP": 3531, + "IoU": 0.403094923570485, + "TN": 483304, + "TP": 17088, + "n_pred": 20619, + "n_ref": 38861 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 1755, + "FP": 2148, + "IoU": 0.0, + "TN": 521793, + "TP": 0, + "n_pred": 2148, + "n_ref": 1755 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 16, + "IoU": 0.0, + "TN": 525680, + "TP": 0, + "n_pred": 16, + "n_ref": 0 + }, + "5": { + "Dice": 0.7065120428189117, + "FN": 136, + "FP": 2825, + "IoU": 0.5462068965517242, + "TN": 519171, + "TP": 3564, + "n_pred": 6389, + "n_ref": 3700 + }, + "6": { + "Dice": 0.8459023094216227, + "FN": 1813, + "FP": 1203, + "IoU": 0.7329555516203293, + "TN": 514402, + "TP": 8278, + "n_pred": 9481, + "n_ref": 10091 + }, + "7": { + "Dice": 0.9071629576258513, + "FN": 4778, + "FP": 8880, + "IoU": 0.8300990197541922, + "TN": 445308, + "TP": 66730, + "n_pred": 75610, + "n_ref": 71508 + }, + "8": { + "Dice": 0.8862417540695743, + "FN": 1108, + "FP": 1289, + "IoU": 0.7957218339867053, + "TN": 513962, + "TP": 9337, + "n_pred": 10626, + "n_ref": 10445 + }, + "9": { + "Dice": 0.0, + "FN": 55, + "FP": 1, + "IoU": 0.0, + "TN": 525640, + "TP": 0, + "n_pred": 1, + "n_ref": 55 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0045.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0045.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9605266495852254, + "FN": 5395, + "FP": 829, + "IoU": 0.9240512507626601, + "TN": 268514, + "TP": 75726, + "n_pred": 76555, + "n_ref": 81121 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9116955791829883, + "FN": 344, + "FP": 445, + "IoU": 0.8377211024269848, + "TN": 345602, + "TP": 4073, + "n_pred": 4518, + "n_ref": 4417 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0048.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0048.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8343875959869369, + "FN": 2062, + "FP": 3567, + "IoU": 0.7158362360543188, + "TN": 155423, + "TP": 14180, + "n_pred": 17747, + "n_ref": 16242 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.7290721649484536, + "FN": 1610, + "FP": 1018, + "IoU": 0.5736534717715769, + "TN": 169068, + "TP": 3536, + "n_pred": 4554, + "n_ref": 5146 + }, + "13": { + "Dice": 0.4895908111988514, + "FN": 634, + "FP": 77, + "IoU": 0.32414448669201523, + "TN": 174180, + "TP": 341, + "n_pred": 418, + "n_ref": 975 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9180778324493578, + "FN": 1501, + "FP": 1063, + "IoU": 0.8485618096981867, + "TN": 158301, + "TP": 14367, + "n_pred": 15430, + "n_ref": 15868 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8208092485549133, + "FN": 21, + "FP": 10, + "IoU": 0.696078431372549, + "TN": 175130, + "TP": 71, + "n_pred": 81, + "n_ref": 92 + }, + "7": { + "Dice": 0.6131750825198399, + "FN": 10781, + "FP": 235, + "IoU": 0.44214311034587533, + "TN": 155485, + "TP": 8731, + "n_pred": 8966, + "n_ref": 19512 + }, + "8": { + "Dice": 0.9156139464375948, + "FN": 264, + "FP": 2241, + "IoU": 0.8443616029822927, + "TN": 159137, + "TP": 13590, + "n_pred": 15831, + "n_ref": 13854 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0050.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0050.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9661976123952248, + "FN": 1848, + "FP": 1479, + "IoU": 0.9346057079959116, + "TN": 299588, + "TP": 47549, + "n_pred": 49028, + "n_ref": 49397 + }, + "15": { + "Dice": 0.7943462897526502, + "FN": 1162, + "FP": 875, + "IoU": 0.6588511137162955, + "TN": 344493, + "TP": 3934, + "n_pred": 4809, + "n_ref": 5096 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0102.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0102.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9033109404990403, + "FN": 384, + "FP": 422, + "IoU": 0.8236709691533581, + "TN": 170661, + "TP": 3765, + "n_pred": 4187, + "n_ref": 4149 + }, + "10": { + "Dice": 0.7732474474062907, + "FN": 2849, + "FP": 460, + "IoU": 0.6303206345659703, + "TN": 166281, + "TP": 5642, + "n_pred": 6102, + "n_ref": 8491 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.689612209936147, + "FN": 1695, + "FP": 298, + "IoU": 0.5262657475635845, + "TN": 171025, + "TP": 2214, + "n_pred": 2512, + "n_ref": 3909 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9653005464480874, + "FN": 661, + "FP": 863, + "IoU": 0.9329284393979403, + "TN": 152510, + "TP": 21198, + "n_pred": 22061, + "n_ref": 21859 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 22, + "FP": 0, + "IoU": 0.0, + "TN": 175210, + "TP": 0, + "n_pred": 0, + "n_ref": 22 + }, + "7": { + "Dice": 0.93781591630422, + "FN": 2606, + "FP": 39, + "IoU": 0.882912793271359, + "TN": 152642, + "TP": 19945, + "n_pred": 19984, + "n_ref": 22551 + }, + "8": { + "Dice": 0.9594661803713528, + "FN": 59, + "FP": 919, + "IoU": 0.922090336971242, + "TN": 162679, + "TP": 11575, + "n_pred": 12494, + "n_ref": 11634 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0109.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0109.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0134.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0134.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9683764722353476, + "FN": 1578, + "FP": 229, + "IoU": 0.938691728302911, + "TN": 320990, + "TP": 27667, + "n_pred": 27896, + "n_ref": 29245 + }, + "10": { + "Dice": 0.8784341469166372, + "FN": 802, + "FP": 229, + "IoU": 0.7832211942809083, + "TN": 345708, + "TP": 3725, + "n_pred": 3954, + "n_ref": 4527 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6982154238368388, + "FN": 1585, + "FP": 309, + "IoU": 0.5363525091799266, + "TN": 346379, + "TP": 2191, + "n_pred": 2500, + "n_ref": 3776 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 757, + "IoU": 0.0, + "TN": 349707, + "TP": 0, + "n_pred": 757, + "n_ref": 0 + }, + "3": { + "Dice": 0.9555295854348629, + "FN": 1307, + "FP": 139, + "IoU": 0.9148460043578117, + "TN": 333483, + "TP": 15535, + "n_pred": 15674, + "n_ref": 16842 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 475, + "IoU": 0.0, + "TN": 349989, + "TP": 0, + "n_pred": 475, + "n_ref": 0 + }, + "7": { + "Dice": 0.5964912280701754, + "FN": 321, + "FP": 1, + "IoU": 0.425, + "TN": 349904, + "TP": 238, + "n_pred": 239, + "n_ref": 559 + }, + "8": { + "Dice": 0.9679578348531749, + "FN": 40, + "FP": 343, + "IoU": 0.937905317769131, + "TN": 344296, + "TP": 5785, + "n_pred": 6128, + "n_ref": 5825 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0185.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0185.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.8361597008946455, + "FN": 808, + "FP": 419, + "IoU": 0.7184488297384121, + "TN": 521338, + "TP": 3131, + "n_pred": 3550, + "n_ref": 3939 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.979847556148644, + "FN": 693, + "FP": 198, + "IoU": 0.9604913089748137, + "TN": 503144, + "TP": 21661, + "n_pred": 21859, + "n_ref": 22354 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 810, + "IoU": 0.0, + "TN": 524886, + "TP": 0, + "n_pred": 810, + "n_ref": 0 + }, + "6": { + "Dice": 0.9804536213613184, + "FN": 1034, + "FP": 687, + "IoU": 0.9616567150877818, + "TN": 480812, + "TP": 43163, + "n_pred": 43850, + "n_ref": 44197 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.6759512502145677, + "FN": 19811, + "FP": 8506, + "IoU": 0.5105184007190887, + "TN": 467845, + "TP": 29534, + "n_pred": 38040, + "n_ref": 49345 + }, + "9": { + "Dice": 0.0, + "FN": 23, + "FP": 880, + "IoU": 0.0, + "TN": 524793, + "TP": 0, + "n_pred": 880, + "n_ref": 23 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0197.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0197.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0237.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0237.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0259.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0259.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.985864676122287, + "FN": 877, + "FP": 886, + "IoU": 0.9721233970558006, + "TN": 111989, + "TP": 61480, + "n_pred": 62366, + "n_ref": 62357 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8609566184649611, + "FN": 205, + "FP": 45, + "IoU": 0.755859375, + "TN": 174208, + "TP": 774, + "n_pred": 819, + "n_ref": 979 + }, + "7": { + "Dice": 0.9289721857466874, + "FN": 69, + "FP": 526, + "IoU": 0.8673651359786001, + "TN": 170746, + "TP": 3891, + "n_pred": 4417, + "n_ref": 3960 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0274.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0274.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8411214953271028, + "FN": 25, + "FP": 43, + "IoU": 0.7258064516129032, + "TN": 174984, + "TP": 180, + "n_pred": 223, + "n_ref": 205 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.5066666666666667, + "FN": 259, + "FP": 111, + "IoU": 0.3392857142857143, + "TN": 174672, + "TP": 190, + "n_pred": 301, + "n_ref": 449 + }, + "12": { + "Dice": 0.5661290322580645, + "FN": 896, + "FP": 180, + "IoU": 0.3948256467941507, + "TN": 173454, + "TP": 702, + "n_pred": 882, + "n_ref": 1598 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9463869463869464, + "FN": 143, + "FP": 133, + "IoU": 0.8982300884955752, + "TN": 172520, + "TP": 2436, + "n_pred": 2569, + "n_ref": 2579 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.5061147695202258, + "FN": 871, + "FP": 179, + "IoU": 0.33879093198992444, + "TN": 173644, + "TP": 538, + "n_pred": 717, + "n_ref": 1409 + }, + "6": { + "Dice": 0.7564463931516859, + "FN": 3147, + "FP": 1519, + "IoU": 0.6082941571524513, + "TN": 163320, + "TP": 7246, + "n_pred": 8765, + "n_ref": 10393 + }, + "7": { + "Dice": 0.8757634325473521, + "FN": 1250, + "FP": 357, + "IoU": 0.7789850089396232, + "TN": 167961, + "TP": 5664, + "n_pred": 6021, + "n_ref": 6914 + }, + "8": { + "Dice": 0.931278442770278, + "FN": 2846, + "FP": 748, + "IoU": 0.871394832892006, + "TN": 147286, + "TP": 24352, + "n_pred": 25100, + "n_ref": 27198 + }, + "9": { + "Dice": 0.8635881907645723, + "FN": 3619, + "FP": 886, + "IoU": 0.7599253930189181, + "TN": 156467, + "TP": 14260, + "n_pred": 15146, + "n_ref": 17879 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0281.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0281.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9515900514820373, + "FN": 3055, + "FP": 396, + "IoU": 0.9076507265380396, + "TN": 313095, + "TP": 33918, + "n_pred": 34314, + "n_ref": 36973 + }, + "15": { + "Dice": 0.8863358467495415, + "FN": 1148, + "FP": 3314, + "IoU": 0.7958735532275035, + "TN": 328605, + "TP": 17397, + "n_pred": 20711, + "n_ref": 18545 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9933020077590198, + "FN": 195, + "FP": 1440, + "IoU": 0.9866931447313806, + "TN": 227595, + "TP": 121234, + "n_pred": 122674, + "n_ref": 121429 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0297.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0297.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8791867496275524, + "FN": 5529, + "FP": 1364, + "IoU": 0.7844185901044599, + "TN": 143258, + "TP": 25081, + "n_pred": 26445, + "n_ref": 30610 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8015873015873016, + "FN": 76, + "FP": 24, + "IoU": 0.6688741721854304, + "TN": 174930, + "TP": 202, + "n_pred": 226, + "n_ref": 278 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1739, + "IoU": 0.0, + "TN": 173493, + "TP": 0, + "n_pred": 1739, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9390382430897387, + "FN": 189, + "FP": 455, + "IoU": 0.8850820842255531, + "TN": 169628, + "TP": 4960, + "n_pred": 5415, + "n_ref": 5149 + }, + "7": { + "Dice": 0.9498576304044912, + "FN": 2236, + "FP": 247, + "IoU": 0.9045036729356564, + "TN": 149231, + "TP": 23518, + "n_pred": 23765, + "n_ref": 25754 + }, + "8": { + "Dice": 0.8884758364312267, + "FN": 86, + "FP": 94, + "IoU": 0.7993311036789298, + "TN": 174335, + "TP": 717, + "n_pred": 811, + "n_ref": 803 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0320.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0320.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0003109839532280134, + "FN": 29684, + "FP": 2462, + "IoU": 0.00015551615812882958, + "TN": 318313, + "TP": 5, + "n_pred": 2467, + "n_ref": 29689 + }, + "15": { + "Dice": 0.0, + "FN": 7224, + "FP": 0, + "IoU": 0.0, + "TN": 343240, + "TP": 0, + "n_pred": 0, + "n_ref": 7224 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0330.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0330.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9754807796076062, + "FN": 2046, + "FP": 226, + "IoU": 0.9521351675901152, + "TN": 478229, + "TP": 45195, + "n_pred": 45421, + "n_ref": 47241 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 6, + "FP": 0, + "IoU": 0.0, + "TN": 525690, + "TP": 0, + "n_pred": 0, + "n_ref": 6 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9767986442766908, + "FN": 930, + "FP": 576, + "IoU": 0.9546494820525174, + "TN": 492488, + "TP": 31702, + "n_pred": 32278, + "n_ref": 32632 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9976170968182438, + "FN": 239, + "FP": 459, + "IoU": 0.9952455230946332, + "TN": 378887, + "TP": 146111, + "n_pred": 146570, + "n_ref": 146350 + }, + "7": { + "Dice": 0.9625266578653398, + "FN": 254, + "FP": 484, + "IoU": 0.927760375880971, + "TN": 515480, + "TP": 9478, + "n_pred": 9962, + "n_ref": 9732 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0361.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0361.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7675310391296163, + "FN": 22177, + "FP": 1284, + "IoU": 0.6227589201009792, + "TN": 288273, + "TP": 38730, + "n_pred": 40014, + "n_ref": 60907 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 21165, + "IoU": 0.0, + "TN": 329299, + "TP": 0, + "n_pred": 21165, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0387.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0387.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_0/validation/amos_0403.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0403.nii.gz" + } + ] + }, + "fold_1": { + "foreground_mean": { + "Dice": 0.6562825098340034, + "FN": 844.6083333333332, + "FP": 581.0388888888889, + "IoU": 0.5734729840299934, + "TN": 293387.6722222222, + "TP": 4541.347222222223, + "n_pred": 5122.386111111112, + "n_ref": 5385.955555555556 + }, + "mean": { + "1": { + "Dice": 0.5862328703087166, + "FN": 151.375, + "FP": 224.08333333333334, + "IoU": 0.5304846789534777, + "TN": 298028.6666666667, + "TP": 950.5416666666666, + "n_pred": 1174.625, + "n_ref": 1101.9166666666667 + }, + "10": { + "Dice": 0.5347196921306315, + "FN": 776.3333333333334, + "FP": 1306.7083333333333, + "IoU": 0.4101933622189087, + "TN": 294897.5, + "TP": 2374.125, + "n_pred": 3680.8333333333335, + "n_ref": 3150.4583333333335 + }, + "11": { + "Dice": 0.567764897905388, + "FN": 140.25, + "FP": 39.041666666666664, + "IoU": 0.4006297968658867, + "TN": 299081.375, + "TP": 94.0, + "n_pred": 133.04166666666666, + "n_ref": 234.25 + }, + "12": { + "Dice": 0.6462666979810304, + "FN": 397.0416666666667, + "FP": 57.958333333333336, + "IoU": 0.5233062514751446, + "TN": 298480.0, + "TP": 419.6666666666667, + "n_pred": 477.625, + "n_ref": 816.7083333333334 + }, + "13": { + "Dice": 0.4699680121943481, + "FN": 798.9583333333334, + "FP": 350.875, + "IoU": 0.36361193112281837, + "TN": 296926.75, + "TP": 1278.0833333333333, + "n_pred": 1628.9583333333333, + "n_ref": 2077.0416666666665 + }, + "14": { + "Dice": 0.5784173514535395, + "FN": 4690.833333333333, + "FP": 2209.9583333333335, + "IoU": 0.4825246182188578, + "TN": 284794.1666666667, + "TP": 7659.708333333333, + "n_pred": 9869.666666666666, + "n_ref": 12350.541666666666 + }, + "15": { + "Dice": 0.45033358495385156, + "FN": 491.7916666666667, + "FP": 1150.0, + "IoU": 0.37767931306657715, + "TN": 295450.8333333333, + "TP": 2262.0416666666665, + "n_pred": 3412.0416666666665, + "n_ref": 2753.8333333333335 + }, + "2": { + "Dice": 0.9208571616792792, + "FN": 164.5, + "FP": 177.33333333333334, + "IoU": 0.8616904596323472, + "TN": 294651.3333333333, + "TP": 4361.5, + "n_pred": 4538.833333333333, + "n_ref": 4526.0 + }, + "3": { + "Dice": 0.9637359439025774, + "FN": 192.125, + "FP": 119.66666666666667, + "IoU": 0.930352596390903, + "TN": 293835.9583333333, + "TP": 5206.916666666667, + "n_pred": 5326.583333333333, + "n_ref": 5399.041666666667 + }, + "4": { + "Dice": 0.46660191603019735, + "FN": 32.375, + "FP": 39.791666666666664, + "IoU": 0.43738619433868564, + "TN": 298842.125, + "TP": 440.375, + "n_pred": 480.1666666666667, + "n_ref": 472.75 + }, + "5": { + "Dice": 0.49317688993210684, + "FN": 681.2083333333334, + "FP": 189.95833333333334, + "IoU": 0.4162304485963706, + "TN": 297768.5, + "TP": 715.0, + "n_pred": 904.9583333333334, + "n_ref": 1396.2083333333333 + }, + "6": { + "Dice": 0.8622585264042847, + "FN": 2252.375, + "FP": 1014.4166666666666, + "IoU": 0.805962386041254, + "TN": 270099.875, + "TP": 25988.0, + "n_pred": 27002.416666666668, + "n_ref": 28240.375 + }, + "7": { + "Dice": 0.6567016091754829, + "FN": 922.625, + "FP": 1259.4583333333333, + "IoU": 0.5624316003753866, + "TN": 293157.7916666667, + "TP": 4014.7916666666665, + "n_pred": 5274.25, + "n_ref": 4937.416666666667 + }, + "8": { + "Dice": 0.9438570757117929, + "FN": 460.125, + "FP": 330.7083333333333, + "IoU": 0.8973860497957493, + "TN": 289108.25, + "TP": 9455.583333333334, + "n_pred": 9786.291666666666, + "n_ref": 9915.708333333334 + }, + "9": { + "Dice": 0.7033454177468234, + "FN": 517.2083333333334, + "FP": 245.625, + "IoU": 0.6022250733575318, + "TN": 295691.9583333333, + "TP": 2899.875, + "n_pred": 3145.5, + "n_ref": 3417.0833333333335 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.966162555235206, + "FN": 2272, + "FP": 2223, + "IoU": 0.9345401060173589, + "TN": 106564, + "TP": 64173, + "n_pred": 66396, + "n_ref": 66445 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9844763997584075, + "FN": 1302, + "FP": 1114, + "IoU": 0.9694273963935464, + "TN": 96207, + "TP": 76609, + "n_pred": 77723, + "n_ref": 77911 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0033.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0033.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8797045374604291, + "FN": 432, + "FP": 936, + "IoU": 0.7852433281004709, + "TN": 344094, + "TP": 5002, + "n_pred": 5938, + "n_ref": 5434 + }, + "6": { + "Dice": 0.9164091722231257, + "FN": 399, + "FP": 629, + "IoU": 0.8457151433288309, + "TN": 343801, + "TP": 5635, + "n_pred": 6264, + "n_ref": 6034 + }, + "7": { + "Dice": 0.8818265967294046, + "FN": 246, + "FP": 137, + "IoU": 0.7886313465783664, + "TN": 348652, + "TP": 1429, + "n_pred": 1566, + "n_ref": 1675 + }, + "8": { + "Dice": 0.9584089362667272, + "FN": 1881, + "FP": 1053, + "IoU": 0.9201393614415199, + "TN": 313725, + "TP": 33805, + "n_pred": 34858, + "n_ref": 35686 + }, + "9": { + "Dice": 0.5454545454545454, + "FN": 145, + "FP": 255, + "IoU": 0.375, + "TN": 349824, + "TP": 240, + "n_pred": 495, + "n_ref": 385 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0084.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0084.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.6666666666666666, + "FN": 3, + "FP": 2, + "IoU": 0.5, + "TN": 350454, + "TP": 5, + "n_pred": 7, + "n_ref": 8 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.2146911154769701, + "FN": 14299, + "FP": 91, + "IoU": 0.12025432536528703, + "TN": 334107, + "TP": 1967, + "n_pred": 2058, + "n_ref": 16266 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2677, + "IoU": 0.0, + "TN": 347787, + "TP": 0, + "n_pred": 2677, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 219, + "IoU": 0.0, + "TN": 350245, + "TP": 0, + "n_pred": 219, + "n_ref": 0 + }, + "5": { + "Dice": 0.8532731376975169, + "FN": 18, + "FP": 47, + "IoU": 0.7440944881889764, + "TN": 350210, + "TP": 189, + "n_pred": 236, + "n_ref": 207 + }, + "6": { + "Dice": 0.9662430604888573, + "FN": 1812, + "FP": 4603, + "IoU": 0.9346907610078901, + "TN": 252239, + "TP": 91810, + "n_pred": 96413, + "n_ref": 93622 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9696008458895057, + "FN": 60, + "FP": 55, + "IoU": 0.9409953822473063, + "TN": 348515, + "TP": 1834, + "n_pred": 1889, + "n_ref": 1894 + }, + "9": { + "Dice": 0.8896581566421462, + "FN": 4925, + "FP": 430, + "IoU": 0.8012470771628994, + "TN": 323521, + "TP": 21588, + "n_pred": 22018, + "n_ref": 26513 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0104.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0104.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7692307692307693, + "FN": 75, + "FP": 0, + "IoU": 0.625, + "TN": 175032, + "TP": 125, + "n_pred": 125, + "n_ref": 200 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9943854312458033, + "FN": 908, + "FP": 480, + "IoU": 0.988833557252154, + "TN": 50931, + "TP": 122913, + "n_pred": 123393, + "n_ref": 123821 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0158.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0158.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 400, + "FP": 2168, + "IoU": 0.0, + "TN": 172664, + "TP": 0, + "n_pred": 2168, + "n_ref": 400 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8493308721735118, + "FN": 866, + "FP": 440, + "IoU": 0.7381191096851815, + "TN": 170245, + "TP": 3681, + "n_pred": 4121, + "n_ref": 4547 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9665883581310363, + "FN": 372, + "FP": 140, + "IoU": 0.9353372063652438, + "TN": 167314, + "TP": 7406, + "n_pred": 7546, + "n_ref": 7778 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 72, + "IoU": 0.0, + "TN": 175160, + "TP": 0, + "n_pred": 72, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8780684781694288, + "FN": 4941, + "FP": 2306, + "IoU": 0.7826399928016556, + "TN": 141891, + "TP": 26094, + "n_pred": 28400, + "n_ref": 31035 + }, + "8": { + "Dice": 0.7932900432900433, + "FN": 367, + "FP": 15, + "IoU": 0.6573991031390135, + "TN": 174117, + "TP": 733, + "n_pred": 748, + "n_ref": 1100 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0171.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0171.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6849592600748734, + "FN": 1590, + "FP": 19869, + "IoU": 0.5208654297005828, + "TN": 130445, + "TP": 23328, + "n_pred": 43197, + "n_ref": 24918 + }, + "15": { + "Dice": 0.8296228986824171, + "FN": 1077, + "FP": 5298, + "IoU": 0.7088509316770186, + "TN": 153336, + "TP": 15521, + "n_pred": 20819, + "n_ref": 16598 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0181.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0181.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9527472527472527, + "FN": 71, + "FP": 15, + "IoU": 0.9097586568730325, + "TN": 349511, + "TP": 867, + "n_pred": 882, + "n_ref": 938 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9918246578415975, + "FN": 453, + "FP": 713, + "IoU": 0.9837819041657974, + "TN": 278569, + "TP": 70729, + "n_pred": 71442, + "n_ref": 71182 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0184.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0184.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.833454970077361, + "FN": 1076, + "FP": 65, + "IoU": 0.7144644644644644, + "TN": 521700, + "TP": 2855, + "n_pred": 2920, + "n_ref": 3931 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.06548216076801834, + "FN": 11755, + "FP": 1289, + "IoU": 0.03384934449300052, + "TN": 512195, + "TP": 457, + "n_pred": 1746, + "n_ref": 12212 + }, + "6": { + "Dice": 0.8290754703169607, + "FN": 2502, + "FP": 2168, + "IoU": 0.7080520130032508, + "TN": 509700, + "TP": 11326, + "n_pred": 13494, + "n_ref": 13828 + }, + "7": { + "Dice": 0.0, + "FN": 480, + "FP": 16312, + "IoU": 0.0, + "TN": 508904, + "TP": 0, + "n_pred": 16312, + "n_ref": 480 + }, + "8": { + "Dice": 0.97491236220805, + "FN": 2090, + "FP": 286, + "IoU": 0.9510526966338428, + "TN": 477154, + "TP": 46166, + "n_pred": 46452, + "n_ref": 48256 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0190.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0190.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.7575102138908916, + "FN": 1980, + "FP": 38, + "IoU": 0.6096711798839458, + "TN": 345294, + "TP": 3152, + "n_pred": 3190, + "n_ref": 5132 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.2236842105263158, + "FN": 2093, + "FP": 31, + "IoU": 0.1259259259259259, + "TN": 348034, + "TP": 306, + "n_pred": 337, + "n_ref": 2399 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 2871, + "IoU": 0.0, + "TN": 347593, + "TP": 0, + "n_pred": 2871, + "n_ref": 0 + }, + "8": { + "Dice": 0.956330289280723, + "FN": 1881, + "FP": 400, + "IoU": 0.9163150750265987, + "TN": 323207, + "TP": 24976, + "n_pred": 25376, + "n_ref": 26857 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0215.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0215.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5991950913769215, + "FN": 2886, + "FP": 3189, + "IoU": 0.42775056518462695, + "TN": 164616, + "TP": 4541, + "n_pred": 7730, + "n_ref": 7427 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6758548499651081, + "FN": 11893, + "FP": 1113, + "IoU": 0.5104084321475626, + "TN": 148667, + "TP": 13559, + "n_pred": 14672, + "n_ref": 25452 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.6206896551724138, + "FN": 11, + "FP": 0, + "IoU": 0.45, + "TN": 175212, + "TP": 9, + "n_pred": 9, + "n_ref": 20 + }, + "8": { + "Dice": 0.9267254800207576, + "FN": 453, + "FP": 959, + "IoU": 0.8634561454404797, + "TN": 164891, + "TP": 8929, + "n_pred": 9888, + "n_ref": 9382 + }, + "9": { + "Dice": 0.927957660630928, + "FN": 228, + "FP": 2195, + "IoU": 0.8655979587308631, + "TN": 157204, + "TP": 15605, + "n_pred": 17800, + "n_ref": 15833 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0224.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0224.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9757195040256835, + "FN": 1139, + "FP": 782, + "IoU": 0.9525901428959254, + "TN": 134713, + "TP": 38598, + "n_pred": 39380, + "n_ref": 39737 + }, + "15": { + "Dice": 0.8861873052721608, + "FN": 1053, + "FP": 810, + "IoU": 0.7956340500219394, + "TN": 166116, + "TP": 7253, + "n_pred": 8063, + "n_ref": 8306 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0226.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0226.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.64875, + "FN": 1765, + "FP": 483, + "IoU": 0.4801110083256244, + "TN": 346140, + "TP": 2076, + "n_pred": 2559, + "n_ref": 3841 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7447609952782641, + "FN": 4668, + "FP": 143, + "IoU": 0.5933220625528318, + "TN": 338634, + "TP": 7019, + "n_pred": 7162, + "n_ref": 11687 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9332038320603947, + "FN": 777, + "FP": 736, + "IoU": 0.8747723886773713, + "TN": 338382, + "TP": 10569, + "n_pred": 11305, + "n_ref": 11346 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9709160015203345, + "FN": 1319, + "FP": 594, + "IoU": 0.943475948469448, + "TN": 316620, + "TP": 31931, + "n_pred": 32525, + "n_ref": 33250 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8837634999084752, + "FN": 304, + "FP": 331, + "IoU": 0.7917349950803542, + "TN": 347415, + "TP": 2414, + "n_pred": 2745, + "n_ref": 2718 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0248.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0248.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 4596, + "IoU": 0.0, + "TN": 345868, + "TP": 0, + "n_pred": 4596, + "n_ref": 0 + }, + "10": { + "Dice": 0.711741935483871, + "FN": 47, + "FP": 1070, + "IoU": 0.5524839743589743, + "TN": 347968, + "TP": 1379, + "n_pred": 2449, + "n_ref": 1426 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6731234866828087, + "FN": 97, + "FP": 38, + "IoU": 0.5072992700729927, + "TN": 350190, + "TP": 139, + "n_pred": 177, + "n_ref": 236 + }, + "13": { + "Dice": 0.7325255612560492, + "FN": 2584, + "FP": 4767, + "IoU": 0.577941092036516, + "TN": 333047, + "TP": 10066, + "n_pred": 14833, + "n_ref": 12650 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9716547901821061, + "FN": 1906, + "FP": 1316, + "IoU": 0.9448721897135818, + "TN": 292018, + "TP": 55224, + "n_pred": 56540, + "n_ref": 57130 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9652694610778443, + "FN": 319, + "FP": 203, + "IoU": 0.9328703703703703, + "TN": 342688, + "TP": 7254, + "n_pred": 7457, + "n_ref": 7573 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0264.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0264.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.5949479011465167, + "FN": 82841, + "FP": 76, + "IoU": 0.42343476205045477, + "TN": 206652, + "TP": 60895, + "n_pred": 60971, + "n_ref": 143736 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2071, + "IoU": 0.0, + "TN": 348393, + "TP": 0, + "n_pred": 2071, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9534597880609906, + "FN": 356, + "FP": 2446, + "IoU": 0.9110589131538852, + "TN": 318960, + "TP": 28702, + "n_pred": 31148, + "n_ref": 29058 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0268.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0268.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5037740596301421, + "FN": 5360, + "FP": 10418, + "IoU": 0.3366965149030983, + "TN": 151445, + "TP": 8009, + "n_pred": 18427, + "n_ref": 13369 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8152589946414902, + "FN": 973, + "FP": 475, + "IoU": 0.6881326728408357, + "TN": 170589, + "TP": 3195, + "n_pred": 3670, + "n_ref": 4168 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8294930875576036, + "FN": 905, + "FP": 427, + "IoU": 0.7086614173228346, + "TN": 170660, + "TP": 3240, + "n_pred": 3667, + "n_ref": 4145 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0294.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0294.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8715828164484264, + "FN": 2664, + "FP": 5162, + "IoU": 0.7723941368078175, + "TN": 140848, + "TP": 26558, + "n_pred": 31720, + "n_ref": 29222 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9627379890283024, + "FN": 978, + "FP": 985, + "IoU": 0.9281531366664226, + "TN": 147910, + "TP": 25359, + "n_pred": 26344, + "n_ref": 26337 + }, + "7": { + "Dice": 0.8191447001672374, + "FN": 345, + "FP": 1926, + "IoU": 0.6936876180199623, + "TN": 167818, + "TP": 5143, + "n_pred": 7069, + "n_ref": 5488 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0307.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0307.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9493708364174686, + "FN": 306, + "FP": 378, + "IoU": 0.9036212484148232, + "TN": 518599, + "TP": 6413, + "n_pred": 6791, + "n_ref": 6719 + }, + "10": { + "Dice": 0.32568936409679233, + "FN": 2969, + "FP": 6617, + "IoU": 0.1945214687841358, + "TN": 513795, + "TP": 2315, + "n_pred": 8932, + "n_ref": 5284 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.1257798010453549, + "FN": 5175, + "FP": 10, + "IoU": 0.06711047139258726, + "TN": 520138, + "TP": 373, + "n_pred": 383, + "n_ref": 5548 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 2383, + "IoU": 0.0, + "TN": 523313, + "TP": 0, + "n_pred": 2383, + "n_ref": 0 + }, + "14": { + "Dice": 0.6321108265517003, + "FN": 10964, + "FP": 26241, + "IoU": 0.46210675456858663, + "TN": 456528, + "TP": 31963, + "n_pred": 58204, + "n_ref": 42927 + }, + "15": { + "Dice": 0.6198506111362607, + "FN": 1814, + "FP": 11622, + "IoU": 0.44911849118491187, + "TN": 501306, + "TP": 10954, + "n_pred": 22576, + "n_ref": 12768 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9370089406664861, + "FN": 329, + "FP": 601, + "IoU": 0.8814833694405505, + "TN": 517849, + "TP": 6917, + "n_pred": 7518, + "n_ref": 7246 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 223, + "IoU": 0.0, + "TN": 525473, + "TP": 0, + "n_pred": 223, + "n_ref": 0 + }, + "6": { + "Dice": 0.6682028775455368, + "FN": 40408, + "FP": 341, + "IoU": 0.501730230738191, + "TN": 443915, + "TP": 41032, + "n_pred": 41373, + "n_ref": 81440 + }, + "7": { + "Dice": 0.53335628819833, + "FN": 1242, + "FP": 4179, + "IoU": 0.36365770630355676, + "TN": 517177, + "TP": 3098, + "n_pred": 7277, + "n_ref": 4340 + }, + "8": { + "Dice": 0.9679212909671394, + "FN": 1006, + "FP": 471, + "IoU": 0.9378367003367003, + "TN": 501936, + "TP": 22283, + "n_pred": 22754, + "n_ref": 23289 + }, + "9": { + "Dice": 0.0, + "FN": 75, + "FP": 705, + "IoU": 0.0, + "TN": 524916, + "TP": 0, + "n_pred": 705, + "n_ref": 75 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0317.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0317.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.47544204322200395, + "FN": 2460, + "FP": 210, + "IoU": 0.3118556701030928, + "TN": 171352, + "TP": 1210, + "n_pred": 1420, + "n_ref": 3670 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 15, + "IoU": 0.0, + "TN": 175217, + "TP": 0, + "n_pred": 15, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9637603795966785, + "FN": 216, + "FP": 1006, + "IoU": 0.9300555205769561, + "TN": 157761, + "TP": 16249, + "n_pred": 17255, + "n_ref": 16465 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9682147743893809, + "FN": 700, + "FP": 3342, + "IoU": 0.9383879031766356, + "TN": 109628, + "TP": 61562, + "n_pred": 64904, + "n_ref": 62262 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.5837922895357985, + "FN": 2, + "FP": 527, + "IoU": 0.4122222222222222, + "TN": 174332, + "TP": 371, + "n_pred": 898, + "n_ref": 373 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0350.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0350.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 84, + "IoU": 0.0, + "TN": 175148, + "TP": 0, + "n_pred": 84, + "n_ref": 0 + }, + "10": { + "Dice": 0.28870292887029286, + "FN": 623, + "FP": 397, + "IoU": 0.1687041564792176, + "TN": 174005, + "TP": 207, + "n_pred": 604, + "n_ref": 830 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5514492753623188, + "FN": 2130, + "FP": 346, + "IoU": 0.3806903451725863, + "TN": 171234, + "TP": 1522, + "n_pred": 1868, + "n_ref": 3652 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9664339281096457, + "FN": 579, + "FP": 70, + "IoU": 0.9350480384307446, + "TN": 165240, + "TP": 9343, + "n_pred": 9413, + "n_ref": 9922 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8515730553947114, + "FN": 655, + "FP": 114, + "IoU": 0.7415126050420168, + "TN": 172257, + "TP": 2206, + "n_pred": 2320, + "n_ref": 2861 + }, + "6": { + "Dice": 0.810895115022559, + "FN": 1456, + "FP": 1939, + "IoU": 0.6819374180251078, + "TN": 164558, + "TP": 7279, + "n_pred": 9218, + "n_ref": 8735 + }, + "7": { + "Dice": 0.8589890568004169, + "FN": 759, + "FP": 594, + "IoU": 0.7528315674095726, + "TN": 169758, + "TP": 4121, + "n_pred": 4715, + "n_ref": 4880 + }, + "8": { + "Dice": 0.9563537863620304, + "FN": 785, + "FP": 1068, + "IoU": 0.9163582197345852, + "TN": 153078, + "TP": 20301, + "n_pred": 21369, + "n_ref": 21086 + }, + "9": { + "Dice": 0.8179338322725047, + "FN": 1513, + "FP": 1090, + "IoU": 0.6919526627218935, + "TN": 166782, + "TP": 5847, + "n_pred": 6937, + "n_ref": 7360 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0374.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0374.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 4665, + "IoU": 0.0, + "TN": 345799, + "TP": 0, + "n_pred": 4665, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 3750, + "IoU": 0.0, + "TN": 346714, + "TP": 0, + "n_pred": 3750, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0379.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0379.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.5611859838274933, + "FN": 903, + "FP": 725, + "IoU": 0.39003372049456725, + "TN": 172563, + "TP": 1041, + "n_pred": 1766, + "n_ref": 1944 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6666666666666666, + "FN": 30, + "FP": 0, + "IoU": 0.5, + "TN": 175172, + "TP": 30, + "n_pred": 30, + "n_ref": 60 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9523848515864892, + "FN": 1314, + "FP": 1012, + "IoU": 0.909098014694388, + "TN": 149644, + "TP": 23262, + "n_pred": 24274, + "n_ref": 24576 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9713463191359367, + "FN": 895, + "FP": 1872, + "IoU": 0.9442889645035939, + "TN": 125565, + "TP": 46900, + "n_pred": 48772, + "n_ref": 47795 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9513621671540711, + "FN": 1606, + "FP": 290, + "IoU": 0.9072361661529429, + "TN": 154793, + "TP": 18543, + "n_pred": 18833, + "n_ref": 20149 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0390.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0390.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.946492852899032, + "FN": 1747, + "FP": 1315, + "IoU": 0.8984209129511678, + "TN": 495552, + "TP": 27082, + "n_pred": 28397, + "n_ref": 28829 + }, + "15": { + "Dice": 0.8166742795861219, + "FN": 7859, + "FP": 1372, + "IoU": 0.6901517185821697, + "TN": 495904, + "TP": 20561, + "n_pred": 21933, + "n_ref": 28420 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8986347710523136, + "FN": 1140, + "FP": 538, + "IoU": 0.8159280386134269, + "TN": 516580, + "TP": 7438, + "n_pred": 7976, + "n_ref": 8578 + }, + "6": { + "Dice": 0.07505130460275579, + "FN": 72, + "FP": 3083, + "IoU": 0.038988729820286325, + "TN": 522413, + "TP": 128, + "n_pred": 3211, + "n_ref": 200 + }, + "7": { + "Dice": 0.94824016563147, + "FN": 789, + "FP": 861, + "IoU": 0.9015748031496063, + "TN": 508932, + "TP": 15114, + "n_pred": 15975, + "n_ref": 15903 + }, + "8": { + "Dice": 0.9456400583040384, + "FN": 1698, + "FP": 2106, + "IoU": 0.8968854192079369, + "TN": 488805, + "TP": 33087, + "n_pred": 35193, + "n_ref": 34785 + }, + "9": { + "Dice": 0.7301866081229418, + "FN": 3615, + "FP": 72, + "IoU": 0.5750345781466113, + "TN": 517020, + "TP": 4989, + "n_pred": 5061, + "n_ref": 8604 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0398.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0398.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9770612014665789, + "FN": 271, + "FP": 217, + "IoU": 0.9551511809576325, + "TN": 514815, + "TP": 10393, + "n_pred": 10610, + "n_ref": 10664 + }, + "10": { + "Dice": 0.8630410332692378, + "FN": 1918, + "FP": 1857, + "IoU": 0.7590784351266833, + "TN": 510027, + "TP": 11894, + "n_pred": 13751, + "n_ref": 13812 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8626577579806979, + "FN": 288, + "FP": 82, + "IoU": 0.758485639686684, + "TN": 524164, + "TP": 1162, + "n_pred": 1244, + "n_ref": 1450 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9769937024236127, + "FN": 1425, + "FP": 745, + "IoU": 0.9550221780043942, + "TN": 477450, + "TP": 46076, + "n_pred": 46821, + "n_ref": 47501 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6662401364896566, + "FN": 256, + "FP": 1309, + "IoU": 0.49952030700351774, + "TN": 522569, + "TP": 1562, + "n_pred": 2871, + "n_ref": 1818 + }, + "6": { + "Dice": 0.8706395348837209, + "FN": 497, + "FP": 37, + "IoU": 0.7709137709137709, + "TN": 523365, + "TP": 1797, + "n_pred": 1834, + "n_ref": 2294 + }, + "7": { + "Dice": 0.8539096725040055, + "FN": 12425, + "FP": 614, + "IoU": 0.7450631525436985, + "TN": 474550, + "TP": 38107, + "n_pred": 38721, + "n_ref": 50532 + }, + "8": { + "Dice": 0.9679752791628625, + "FN": 503, + "FP": 1321, + "IoU": 0.9379380741748894, + "TN": 496306, + "TP": 27566, + "n_pred": 28887, + "n_ref": 28069 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0401.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0401.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_1/validation/amos_0410.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0410.nii.gz" + } + ] + }, + "fold_2": { + "foreground_mean": { + "Dice": 0.6297309560187846, + "FN": 1240.3305555555553, + "FP": 902.4277777777777, + "IoU": 0.5408510687531766, + "TN": 298697.6583333333, + "TP": 5815.583333333334, + "n_pred": 6718.01111111111, + "n_ref": 7055.913888888888 + }, + "mean": { + "1": { + "Dice": 0.9424127242113653, + "FN": 180.58333333333334, + "FP": 157.41666666666666, + "IoU": 0.893030680821161, + "TN": 302063.7916666667, + "TP": 4254.208333333333, + "n_pred": 4411.625, + "n_ref": 4434.791666666667 + }, + "10": { + "Dice": 0.5444805179411234, + "FN": 986.75, + "FP": 883.8333333333334, + "IoU": 0.4567285035508842, + "TN": 299959.4166666667, + "TP": 4826.0, + "n_pred": 5709.833333333333, + "n_ref": 5812.75 + }, + "11": { + "Dice": 0.7603328936443553, + "FN": 41.791666666666664, + "FP": 105.70833333333333, + "IoU": 0.613462359227033, + "TN": 306275.9583333333, + "TP": 232.54166666666666, + "n_pred": 338.25, + "n_ref": 274.3333333333333 + }, + "12": { + "Dice": 0.5731959634018102, + "FN": 265.1666666666667, + "FP": 69.625, + "IoU": 0.42477159932978503, + "TN": 306007.375, + "TP": 313.8333333333333, + "n_pred": 383.4583333333333, + "n_ref": 579.0 + }, + "13": { + "Dice": 0.3110952055134411, + "FN": 2422.75, + "FP": 721.625, + "IoU": 0.2221184745227176, + "TN": 301726.7083333333, + "TP": 1784.9166666666667, + "n_pred": 2506.5416666666665, + "n_ref": 4207.666666666667 + }, + "14": { + "Dice": 0.8489191669219773, + "FN": 607.4583333333334, + "FP": 840.3333333333334, + "IoU": 0.7448249713471704, + "TN": 301719.0833333333, + "TP": 3489.125, + "n_pred": 4329.458333333333, + "n_ref": 4096.583333333333 + }, + "15": { + "Dice": 0.6359548398162619, + "FN": 1286.4583333333333, + "FP": 673.5416666666666, + "IoU": 0.5298465947484454, + "TN": 303157.875, + "TP": 1538.125, + "n_pred": 2211.6666666666665, + "n_ref": 2824.5833333333335 + }, + "2": { + "Dice": 0.590864794027018, + "FN": 1110.9583333333333, + "FP": 1054.8333333333333, + "IoU": 0.5329246216431871, + "TN": 295781.0416666667, + "TP": 8709.166666666666, + "n_pred": 9764.0, + "n_ref": 9820.125 + }, + "3": { + "Dice": 0.6602240770332557, + "FN": 1738.4166666666667, + "FP": 1311.5, + "IoU": 0.6088062017573175, + "TN": 293847.2083333333, + "TP": 9758.875, + "n_pred": 11070.375, + "n_ref": 11497.291666666666 + }, + "4": { + "Dice": 0.48691233800405936, + "FN": 1530.125, + "FP": 380.5416666666667, + "IoU": 0.38610600383067833, + "TN": 302047.9166666667, + "TP": 2697.4166666666665, + "n_pred": 3077.9583333333335, + "n_ref": 4227.541666666667 + }, + "5": { + "Dice": 0.4537163964518921, + "FN": 570.9166666666666, + "FP": 131.20833333333334, + "IoU": 0.3335182822346808, + "TN": 305207.1666666667, + "TP": 746.7083333333334, + "n_pred": 877.9166666666666, + "n_ref": 1317.625 + }, + "6": { + "Dice": 0.6503689521613724, + "FN": 2081.1666666666665, + "FP": 4540.125, + "IoU": 0.59469330183307, + "TN": 268868.5416666667, + "TP": 31166.166666666668, + "n_pred": 35706.291666666664, + "n_ref": 33247.333333333336 + }, + "7": { + "Dice": 0.42919663876230785, + "FN": 3805.1666666666665, + "FP": 1718.8333333333333, + "IoU": 0.3648126377956553, + "TN": 292504.875, + "TP": 8627.125, + "n_pred": 10345.958333333334, + "n_ref": 12432.291666666666 + }, + "8": { + "Dice": 0.8340023282850937, + "FN": 1606.7083333333333, + "FP": 570.125, + "IoU": 0.782136873027889, + "TN": 298386.25, + "TP": 6092.916666666667, + "n_pred": 6663.041666666667, + "n_ref": 7699.625 + }, + "9": { + "Dice": 0.7242875041064365, + "FN": 370.5416666666667, + "FP": 377.1666666666667, + "IoU": 0.6249849256279731, + "TN": 302911.6666666667, + "TP": 2996.625, + "n_pred": 3373.7916666666665, + "n_ref": 3367.1666666666665 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.15569582206191765, + "FN": 58, + "FP": 2751, + "IoU": 0.08441981747066493, + "TN": 172164, + "TP": 259, + "n_pred": 3010, + "n_ref": 317 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7726584048793753, + "FN": 9510, + "FP": 2194, + "IoU": 0.6295381888392998, + "TN": 143639, + "TP": 19889, + "n_pred": 22083, + "n_ref": 29399 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9632203327579241, + "FN": 1479, + "FP": 3528, + "IoU": 0.9290501764180754, + "TN": 104661, + "TP": 65564, + "n_pred": 69092, + "n_ref": 67043 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 7396, + "IoU": 0.0, + "TN": 167836, + "TP": 0, + "n_pred": 7396, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0019.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0019.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.7197367762598208, + "FN": 8193, + "FP": 14209, + "IoU": 0.5621787480211855, + "TN": 299297, + "TP": 28765, + "n_pred": 42974, + "n_ref": 36958 + }, + "15": { + "Dice": 0.8434151634341517, + "FN": 2996, + "FP": 1622, + "IoU": 0.7292289651128702, + "TN": 333409, + "TP": 12437, + "n_pred": 14059, + "n_ref": 15433 + }, + "2": { + "Dice": 0.907660621317009, + "FN": 2757, + "FP": 471, + "IoU": 0.8309328025978108, + "TN": 331371, + "TP": 15865, + "n_pred": 16336, + "n_ref": 18622 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.981249820880979, + "FN": 1677, + "FP": 3557, + "IoU": 0.9631898388764251, + "TN": 208275, + "TP": 136955, + "n_pred": 140512, + "n_ref": 138632 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 350427, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0058.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0058.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8763818734159012, + "FN": 2710, + "FP": 4167, + "IoU": 0.7799641645869329, + "TN": 143978, + "TP": 24377, + "n_pred": 28544, + "n_ref": 27087 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5877995138326195, + "FN": 6818, + "FP": 304, + "IoU": 0.41622950819672133, + "TN": 163032, + "TP": 5078, + "n_pred": 5382, + "n_ref": 11896 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1354, + "IoU": 0.0, + "TN": 173878, + "TP": 0, + "n_pred": 1354, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8668544942288466, + "FN": 1104, + "FP": 361, + "IoU": 0.7649983958934873, + "TN": 168998, + "TP": 4769, + "n_pred": 5130, + "n_ref": 5873 + }, + "7": { + "Dice": 0.934134001607641, + "FN": 1170, + "FP": 3009, + "IoU": 0.8764084819448141, + "TN": 141419, + "TP": 29634, + "n_pred": 32643, + "n_ref": 30804 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6766595289079229, + "FN": 111, + "FP": 40, + "IoU": 0.511326860841424, + "TN": 174923, + "TP": 158, + "n_pred": 198, + "n_ref": 269 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0066.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0066.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7549019607843137, + "FN": 327, + "FP": 673, + "IoU": 0.6062992125984252, + "TN": 172692, + "TP": 1540, + "n_pred": 2213, + "n_ref": 1867 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.2499484429779336, + "FN": 7267, + "FP": 7, + "IoU": 0.14282347395710582, + "TN": 166746, + "TP": 1212, + "n_pred": 1219, + "n_ref": 8479 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9517705581850605, + "FN": 2956, + "FP": 4238, + "IoU": 0.9079792268924761, + "TN": 97054, + "TP": 70984, + "n_pred": 75222, + "n_ref": 73940 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 157, + "IoU": 0.0, + "TN": 175075, + "TP": 0, + "n_pred": 157, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9670576627932471, + "FN": 634, + "FP": 568, + "IoU": 0.9362165030512072, + "TN": 156387, + "TP": 17643, + "n_pred": 18211, + "n_ref": 18277 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.6336283185840708, + "FN": 414, + "FP": 0, + "IoU": 0.4637305699481865, + "TN": 174460, + "TP": 358, + "n_pred": 358, + "n_ref": 772 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0069.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0069.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.5737830001526019, + "FN": 301, + "FP": 2492, + "IoU": 0.4023111491547186, + "TN": 170559, + "TP": 1880, + "n_pred": 4372, + "n_ref": 2181 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.07800659331249732, + "FN": 21185, + "FP": 350, + "IoU": 0.040586295999287175, + "TN": 152786, + "TP": 911, + "n_pred": 1261, + "n_ref": 22096 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.5185665154762498, + "FN": 8916, + "FP": 743, + "IoU": 0.3500437386447749, + "TN": 160371, + "TP": 5202, + "n_pred": 5945, + "n_ref": 14118 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8186930977261515, + "FN": 16286, + "FP": 3927, + "IoU": 0.6930401372837857, + "TN": 109383, + "TP": 45636, + "n_pred": 49563, + "n_ref": 61922 + }, + "7": { + "Dice": 0.27403482210446634, + "FN": 5082, + "FP": 5467, + "IoU": 0.1587719298245614, + "TN": 162692, + "TP": 1991, + "n_pred": 7458, + "n_ref": 7073 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0083.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0083.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 27, + "FP": 2237, + "IoU": 0.0, + "TN": 348200, + "TP": 0, + "n_pred": 2237, + "n_ref": 27 + }, + "11": { + "Dice": 0.7505214182576608, + "FN": 216, + "FP": 1339, + "IoU": 0.6006676938880329, + "TN": 346570, + "TP": 2339, + "n_pred": 3678, + "n_ref": 2555 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6669345118521495, + "FN": 2820, + "FP": 1325, + "IoU": 0.5003013863773358, + "TN": 342169, + "TP": 4150, + "n_pred": 5475, + "n_ref": 6970 + }, + "14": { + "Dice": 0.8683526353108012, + "FN": 487, + "FP": 627, + "IoU": 0.7673350041771094, + "TN": 345676, + "TP": 3674, + "n_pred": 4301, + "n_ref": 4161 + }, + "15": { + "Dice": 0.15906805810768643, + "FN": 23882, + "FP": 373, + "IoU": 0.08640626765603224, + "TN": 323915, + "TP": 2294, + "n_pred": 2667, + "n_ref": 26176 + }, + "2": { + "Dice": 0.9611000752155214, + "FN": 1287, + "FP": 730, + "IoU": 0.9251132397712928, + "TN": 323530, + "TP": 24917, + "n_pred": 25647, + "n_ref": 26204 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6776255707762557, + "FN": 856, + "FP": 203, + "IoU": 0.5124309392265194, + "TN": 348292, + "TP": 1113, + "n_pred": 1316, + "n_ref": 1969 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9658402571758354, + "FN": 1311, + "FP": 2270, + "IoU": 0.9339372025237058, + "TN": 296258, + "TP": 50625, + "n_pred": 52895, + "n_ref": 51936 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9119165686825826, + "FN": 1446, + "FP": 2000, + "IoU": 0.8380943431685773, + "TN": 329180, + "TP": 17838, + "n_pred": 19838, + "n_ref": 19284 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0086.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0086.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.8628659476117103, + "FN": 50, + "FP": 39, + "IoU": 0.7588075880758808, + "TN": 350095, + "TP": 280, + "n_pred": 319, + "n_ref": 330 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 1002, + "IoU": 0.0, + "TN": 349462, + "TP": 0, + "n_pred": 1002, + "n_ref": 0 + }, + "3": { + "Dice": 0.9254685795648517, + "FN": 3571, + "FP": 5380, + "IoU": 0.8612764242762383, + "TN": 285940, + "TP": 55573, + "n_pred": 60953, + "n_ref": 59144 + }, + "4": { + "Dice": 0.8382589511421611, + "FN": 576, + "FP": 2943, + "IoU": 0.7215540433612914, + "TN": 337826, + "TP": 9119, + "n_pred": 12062, + "n_ref": 9695 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9261897020107196, + "FN": 4134, + "FP": 2903, + "IoU": 0.8625263733687583, + "TN": 299276, + "TP": 44151, + "n_pred": 47054, + "n_ref": 48285 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 8, + "IoU": 0.0, + "TN": 350456, + "TP": 0, + "n_pred": 8, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0094.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0094.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.11809235427706283, + "FN": 71, + "FP": 1094, + "IoU": 0.06275140788415125, + "TN": 173989, + "TP": 78, + "n_pred": 1172, + "n_ref": 149 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9713892881694894, + "FN": 911, + "FP": 1378, + "IoU": 0.9443701849466547, + "TN": 134085, + "TP": 38858, + "n_pred": 40236, + "n_ref": 39769 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8635324520425405, + "FN": 33, + "FP": 1340, + "IoU": 0.7598390764386916, + "TN": 169515, + "TP": 4344, + "n_pred": 5684, + "n_ref": 4377 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 38, + "IoU": 0.0, + "TN": 175194, + "TP": 0, + "n_pred": 38, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0119.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0119.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9387387387387387, + "FN": 716, + "FP": 32, + "IoU": 0.8845500848896435, + "TN": 519217, + "TP": 5731, + "n_pred": 5763, + "n_ref": 6447 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 200, + "IoU": 0.0, + "TN": 525496, + "TP": 0, + "n_pred": 200, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 1213, + "IoU": 0.0, + "TN": 524483, + "TP": 0, + "n_pred": 1213, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.538698003813378, + "FN": 11239, + "FP": 616, + "IoU": 0.36864248815039674, + "TN": 506919, + "TP": 6922, + "n_pred": 7538, + "n_ref": 18161 + }, + "5": { + "Dice": 0.708482220294883, + "FN": 7492, + "FP": 911, + "IoU": 0.5485655957881165, + "TN": 507082, + "TP": 10211, + "n_pred": 11122, + "n_ref": 17703 + }, + "6": { + "Dice": 0.8998854700081111, + "FN": 11086, + "FP": 17673, + "IoU": 0.8179925321182203, + "TN": 367686, + "TP": 129251, + "n_pred": 146924, + "n_ref": 140337 + }, + "7": { + "Dice": 0.8052844774458359, + "FN": 13255, + "FP": 19288, + "IoU": 0.674038683053377, + "TN": 425859, + "TP": 67294, + "n_pred": 86582, + "n_ref": 80549 + }, + "8": { + "Dice": 0.9773132569355064, + "FN": 582, + "FP": 881, + "IoU": 0.9556330553449583, + "TN": 492721, + "TP": 31512, + "n_pred": 32393, + "n_ref": 32094 + }, + "9": { + "Dice": 0.7077288941736029, + "FN": 137, + "FP": 1092, + "IoU": 0.5476628634523372, + "TN": 522979, + "TP": 1488, + "n_pred": 2580, + "n_ref": 1625 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0153.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0153.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7802756671216825, + "FN": 17899, + "FP": 290, + "IoU": 0.6397147667624047, + "TN": 299979, + "TP": 32296, + "n_pred": 32586, + "n_ref": 50195 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 14106, + "IoU": 0.0, + "TN": 336358, + "TP": 0, + "n_pred": 14106, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9349590588908356, + "FN": 1817, + "FP": 1821, + "IoU": 0.8778620828577184, + "TN": 320678, + "TP": 26148, + "n_pred": 27969, + "n_ref": 27965 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0156.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0156.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8824463019786266, + "FN": 3024, + "FP": 309, + "IoU": 0.7896231774285173, + "TN": 334621, + "TP": 12510, + "n_pred": 12819, + "n_ref": 15534 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7870370370370371, + "FN": 3696, + "FP": 3204, + "IoU": 0.648854961832061, + "TN": 330814, + "TP": 12750, + "n_pred": 15954, + "n_ref": 16446 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.4568417790175112, + "FN": 144, + "FP": 3361, + "IoU": 0.2960433822052621, + "TN": 345485, + "TP": 1474, + "n_pred": 4835, + "n_ref": 1618 + }, + "3": { + "Dice": 0.7527064667060002, + "FN": 17593, + "FP": 430, + "IoU": 0.6034717944204876, + "TN": 305012, + "TP": 27429, + "n_pred": 27859, + "n_ref": 45022 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.2153846153846154, + "FN": 82, + "FP": 20, + "IoU": 0.1206896551724138, + "TN": 350348, + "TP": 14, + "n_pred": 34, + "n_ref": 96 + }, + "9": { + "Dice": 0.8424019273603346, + "FN": 3466, + "FP": 1, + "IoU": 0.7277153852195084, + "TN": 337731, + "TP": 9266, + "n_pred": 9267, + "n_ref": 12732 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0179.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0179.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0180.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0180.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9587877996211874, + "FN": 743, + "FP": 519, + "IoU": 0.9208380378873416, + "TN": 684986, + "TP": 14680, + "n_pred": 15199, + "n_ref": 15423 + }, + "10": { + "Dice": 0.7213496218731821, + "FN": 477, + "FP": 2, + "IoU": 0.5641492265696088, + "TN": 699829, + "TP": 620, + "n_pred": 622, + "n_ref": 1097 + }, + "11": { + "Dice": 0.7755753018910914, + "FN": 460, + "FP": 525, + "IoU": 0.6334201711946409, + "TN": 698241, + "TP": 1702, + "n_pred": 2227, + "n_ref": 2162 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.49381625441696114, + "FN": 1412, + "FP": 880, + "IoU": 0.3278592375366569, + "TN": 697518, + "TP": 1118, + "n_pred": 1998, + "n_ref": 2530 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 700928, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8796099512439055, + "FN": 709, + "FP": 6032, + "IoU": 0.7850926132559697, + "TN": 669561, + "TP": 24626, + "n_pred": 30658, + "n_ref": 25335 + }, + "3": { + "Dice": 0.9262167416780347, + "FN": 6317, + "FP": 552, + "IoU": 0.8625732749134706, + "TN": 650945, + "TP": 43114, + "n_pred": 43666, + "n_ref": 49431 + }, + "4": { + "Dice": 0.0, + "FN": 1709, + "FP": 6, + "IoU": 0.0, + "TN": 699213, + "TP": 0, + "n_pred": 6, + "n_ref": 1709 + }, + "5": { + "Dice": 0.6568831453290986, + "FN": 1375, + "FP": 1758, + "IoU": 0.4890737116764514, + "TN": 694796, + "TP": 2999, + "n_pred": 4757, + "n_ref": 4374 + }, + "6": { + "Dice": 0.8847232913895445, + "FN": 4338, + "FP": 27259, + "IoU": 0.7932769370677868, + "TN": 548081, + "TP": 121250, + "n_pred": 148509, + "n_ref": 125588 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 149, + "IoU": 0.0, + "TN": 700779, + "TP": 0, + "n_pred": 149, + "n_ref": 0 + }, + "8": { + "Dice": 0.9727869580386311, + "FN": 857, + "FP": 859, + "IoU": 0.9470157779355914, + "TN": 668541, + "TP": 30671, + "n_pred": 31530, + "n_ref": 31528 + }, + "9": { + "Dice": 0.8727435633910454, + "FN": 1964, + "FP": 2865, + "IoU": 0.7742191883299047, + "TN": 679540, + "TP": 16559, + "n_pred": 19424, + "n_ref": 18523 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0193.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0193.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 1777, + "IoU": 0.0, + "TN": 173455, + "TP": 0, + "n_pred": 1777, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9012684608139792, + "FN": 3917, + "FP": 1010, + "IoU": 0.8202808681378807, + "TN": 147817, + "TP": 22488, + "n_pred": 23498, + "n_ref": 26405 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9816256303339417, + "FN": 1637, + "FP": 910, + "IoU": 0.9639143124309314, + "TN": 104650, + "TP": 68035, + "n_pred": 68945, + "n_ref": 69672 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0195.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0195.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8464070038661853, + "FN": 567, + "FP": 4240, + "IoU": 0.7337137159317527, + "TN": 157180, + "TP": 13245, + "n_pred": 17485, + "n_ref": 13812 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.267833465924158, + "FN": 2761, + "FP": 0, + "IoU": 0.15462339252908758, + "TN": 171966, + "TP": 505, + "n_pred": 505, + "n_ref": 3266 + }, + "13": { + "Dice": 0.0, + "FN": 67, + "FP": 0, + "IoU": 0.0, + "TN": 175165, + "TP": 0, + "n_pred": 0, + "n_ref": 67 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9591445576515687, + "FN": 586, + "FP": 1034, + "IoU": 0.9214964140337275, + "TN": 154596, + "TP": 19016, + "n_pred": 20050, + "n_ref": 19602 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9762680025046963, + "FN": 204, + "FP": 554, + "IoU": 0.9536363080310722, + "TN": 158883, + "TP": 15591, + "n_pred": 16145, + "n_ref": 15795 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0199.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0199.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5793, + "IoU": 0.0, + "TN": 169439, + "TP": 0, + "n_pred": 5793, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 75, + "IoU": 0.0, + "TN": 175157, + "TP": 0, + "n_pred": 75, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 654, + "IoU": 0.0, + "TN": 174578, + "TP": 0, + "n_pred": 654, + "n_ref": 0 + }, + "8": { + "Dice": 0.3357981056906788, + "FN": 34589, + "FP": 8258, + "IoU": 0.20177726442862998, + "TN": 121554, + "TP": 10831, + "n_pred": 19089, + "n_ref": 45420 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0217.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0217.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9369063772048847, + "FN": 217, + "FP": 341, + "IoU": 0.8813018506700702, + "TN": 345763, + "TP": 4143, + "n_pred": 4484, + "n_ref": 4360 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5994823681656422, + "FN": 1602, + "FP": 874, + "IoU": 0.42804342804342804, + "TN": 346135, + "TP": 1853, + "n_pred": 2727, + "n_ref": 3455 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 350434, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9571824400380985, + "FN": 748, + "FP": 1230, + "IoU": 0.9178810146552082, + "TN": 326377, + "TP": 22109, + "n_pred": 23339, + "n_ref": 22857 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1148, + "IoU": 0.0, + "TN": 349316, + "TP": 0, + "n_pred": 1148, + "n_ref": 0 + }, + "7": { + "Dice": 0.3508918213457077, + "FN": 35744, + "FP": 66, + "IoU": 0.21277671524984063, + "TN": 304975, + "TP": 9679, + "n_pred": 9745, + "n_ref": 45423 + }, + "8": { + "Dice": 0.9650965774313792, + "FN": 258, + "FP": 257, + "IoU": 0.9325474787164375, + "TN": 342829, + "TP": 7120, + "n_pred": 7377, + "n_ref": 7378 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0235.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0235.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8386784354295526, + "FN": 4043, + "FP": 3286, + "IoU": 0.7221758908263837, + "TN": 324084, + "TP": 19051, + "n_pred": 22337, + "n_ref": 23094 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5477178423236515, + "FN": 97, + "FP": 12, + "IoU": 0.37714285714285717, + "TN": 350289, + "TP": 66, + "n_pred": 78, + "n_ref": 163 + }, + "13": { + "Dice": 0.6917028584404894, + "FN": 9169, + "FP": 1692, + "IoU": 0.5287047081796485, + "TN": 327419, + "TP": 12184, + "n_pred": 13876, + "n_ref": 21353 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.13513513513513514, + "FN": 0, + "FP": 64, + "IoU": 0.07246376811594203, + "TN": 350395, + "TP": 5, + "n_pred": 69, + "n_ref": 5 + }, + "5": { + "Dice": 0.6577771473154125, + "FN": 4564, + "FP": 261, + "IoU": 0.49006552525893043, + "TN": 341002, + "TP": 4637, + "n_pred": 4898, + "n_ref": 9201 + }, + "6": { + "Dice": 0.6569183608752335, + "FN": 1948, + "FP": 17526, + "IoU": 0.48911275512881053, + "TN": 312346, + "TP": 18644, + "n_pred": 36170, + "n_ref": 20592 + }, + "7": { + "Dice": 0.8040890836071559, + "FN": 7335, + "FP": 714, + "IoU": 0.6723653681768226, + "TN": 325897, + "TP": 16518, + "n_pred": 17232, + "n_ref": 23853 + }, + "8": { + "Dice": 0.9588068181818182, + "FN": 995, + "FP": 629, + "IoU": 0.9208731241473397, + "TN": 329940, + "TP": 18900, + "n_pred": 19529, + "n_ref": 19895 + }, + "9": { + "Dice": 0.9329035808340868, + "FN": 1102, + "FP": 2312, + "IoU": 0.8742448799174893, + "TN": 323316, + "TP": 23734, + "n_pred": 26046, + "n_ref": 24836 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0239.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0239.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9073070178961036, + "FN": 6035, + "FP": 890, + "IoU": 0.8303402993850602, + "TN": 484879, + "TP": 33892, + "n_pred": 34782, + "n_ref": 39927 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 875, + "FP": 0, + "IoU": 0.0, + "TN": 524821, + "TP": 0, + "n_pred": 0, + "n_ref": 875 + }, + "14": { + "Dice": 0.9204058066644671, + "FN": 2645, + "FP": 1215, + "IoU": 0.8525479410191764, + "TN": 499518, + "TP": 22318, + "n_pred": 23533, + "n_ref": 24963 + }, + "15": { + "Dice": 0.9218288293128458, + "FN": 1014, + "FP": 441, + "IoU": 0.8549930237193542, + "TN": 515662, + "TP": 8579, + "n_pred": 9020, + "n_ref": 9593 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 7774, + "IoU": 0.0, + "TN": 517922, + "TP": 0, + "n_pred": 7774, + "n_ref": 0 + }, + "3": { + "Dice": 0.8679887884076366, + "FN": 11299, + "FP": 1182, + "IoU": 0.7667669538243044, + "TN": 472183, + "TP": 41032, + "n_pred": 42214, + "n_ref": 52331 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9461793157177173, + "FN": 1221, + "FP": 437, + "IoU": 0.8978560867422376, + "TN": 509464, + "TP": 14574, + "n_pred": 15011, + "n_ref": 15795 + }, + "7": { + "Dice": 0.8143322475570033, + "FN": 113, + "FP": 571, + "IoU": 0.6868131868131868, + "TN": 523512, + "TP": 1500, + "n_pred": 2071, + "n_ref": 1613 + }, + "8": { + "Dice": 0.9477077363896849, + "FN": 132, + "FP": 14, + "IoU": 0.9006126616746086, + "TN": 524227, + "TP": 1323, + "n_pred": 1337, + "n_ref": 1455 + }, + "9": { + "Dice": 0.9406051550242809, + "FN": 253, + "FP": 65, + "IoU": 0.88787023977433, + "TN": 522860, + "TP": 2518, + "n_pred": 2583, + "n_ref": 2771 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0263.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0263.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9697861829794666, + "FN": 257, + "FP": 954, + "IoU": 0.9413445703768284, + "TN": 329818, + "TP": 19435, + "n_pred": 20389, + "n_ref": 19692 + }, + "10": { + "Dice": 0.7104377104377104, + "FN": 2060, + "FP": 348, + "IoU": 0.5509138381201044, + "TN": 345102, + "TP": 2954, + "n_pred": 3302, + "n_ref": 5014 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8401808531551013, + "FN": 1010, + "FP": 616, + "IoU": 0.724406779661017, + "TN": 344564, + "TP": 4274, + "n_pred": 4890, + "n_ref": 5284 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.953290031064671, + "FN": 509, + "FP": 1145, + "IoU": 0.9107489747463846, + "TN": 331932, + "TP": 16878, + "n_pred": 18023, + "n_ref": 17387 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.24543946932006633, + "FN": 271, + "FP": 184, + "IoU": 0.13988657844990549, + "TN": 349935, + "TP": 74, + "n_pred": 258, + "n_ref": 345 + }, + "6": { + "Dice": 0.344391785150079, + "FN": 1235, + "FP": 10, + "IoU": 0.20801526717557253, + "TN": 348892, + "TP": 327, + "n_pred": 337, + "n_ref": 1562 + }, + "7": { + "Dice": 0.93769747031492, + "FN": 827, + "FP": 2190, + "IoU": 0.8827028498114381, + "TN": 324743, + "TP": 22704, + "n_pred": 24894, + "n_ref": 23531 + }, + "8": { + "Dice": 0.9621245340934006, + "FN": 189, + "FP": 1193, + "IoU": 0.9270134671243728, + "TN": 331529, + "TP": 17553, + "n_pred": 18746, + "n_ref": 17742 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0279.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0279.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8871814494528201, + "FN": 3254, + "FP": 4117, + "IoU": 0.7972381921712101, + "TN": 138879, + "TP": 28982, + "n_pred": 33099, + "n_ref": 32236 + }, + "15": { + "Dice": 0.6195073084103638, + "FN": 2983, + "FP": 13729, + "IoU": 0.44875812250552494, + "TN": 144915, + "TP": 13605, + "n_pred": 27334, + "n_ref": 16588 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 175230, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0299.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0299.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9638238835663054, + "FN": 1267, + "FP": 1497, + "IoU": 0.9301738075990299, + "TN": 135648, + "TP": 36820, + "n_pred": 38317, + "n_ref": 38087 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 31, + "IoU": 0.0, + "TN": 175201, + "TP": 0, + "n_pred": 31, + "n_ref": 0 + }, + "7": { + "Dice": 0.9660431654676259, + "FN": 551, + "FP": 393, + "IoU": 0.9343167269691066, + "TN": 160860, + "TP": 13428, + "n_pred": 13821, + "n_ref": 13979 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0321.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0321.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 69, + "IoU": 0.0, + "TN": 525627, + "TP": 0, + "n_pred": 69, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.5262994889795075, + "FN": 4708, + "FP": 4469, + "IoU": 0.3571278458844133, + "TN": 511421, + "TP": 5098, + "n_pred": 9567, + "n_ref": 9806 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.21780721118469462, + "FN": 14, + "FP": 1049, + "IoU": 0.1222130470685384, + "TN": 524485, + "TP": 148, + "n_pred": 1197, + "n_ref": 162 + }, + "8": { + "Dice": 0.9178610804851157, + "FN": 442, + "FP": 154, + "IoU": 0.848191543555782, + "TN": 521770, + "TP": 3330, + "n_pred": 3484, + "n_ref": 3772 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 677, + "IoU": 0.0, + "TN": 525019, + "TP": 0, + "n_pred": 677, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0383.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0383.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9659801397572637, + "FN": 1084, + "FP": 396, + "IoU": 0.9341988262493331, + "TN": 327972, + "TP": 21012, + "n_pred": 21408, + "n_ref": 22096 + }, + "10": { + "Dice": 0.7214557681847401, + "FN": 4438, + "FP": 1195, + "IoU": 0.5642790841584159, + "TN": 337536, + "TP": 7295, + "n_pred": 8490, + "n_ref": 11733 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.610765287440498, + "FN": 894, + "FP": 169, + "IoU": 0.4396415392725356, + "TN": 348567, + "TP": 834, + "n_pred": 1003, + "n_ref": 1728 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 40, + "IoU": 0.0, + "TN": 350424, + "TP": 0, + "n_pred": 40, + "n_ref": 0 + }, + "3": { + "Dice": 0.9204672422549518, + "FN": 1099, + "FP": 467, + "IoU": 0.85265336846067, + "TN": 339836, + "TP": 9062, + "n_pred": 9529, + "n_ref": 10161 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.0, + "FN": 0, + "FP": 35, + "IoU": 0.0, + "TN": 350429, + "TP": 0, + "n_pred": 35, + "n_ref": 0 + }, + "6": { + "Dice": 0.00605831124574025, + "FN": 8, + "FP": 23617, + "IoU": 0.0030383592859855677, + "TN": 326767, + "TP": 72, + "n_pred": 23689, + "n_ref": 80 + }, + "7": { + "Dice": 0.7628319195618748, + "FN": 27233, + "FP": 223, + "IoU": 0.6165952158187988, + "TN": 278853, + "TP": 44155, + "n_pred": 44378, + "n_ref": 71388 + }, + "8": { + "Dice": 0.9448779260005034, + "FN": 231, + "FP": 864, + "IoU": 0.8955152671755725, + "TN": 339984, + "TP": 9385, + "n_pred": 10249, + "n_ref": 9616 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_2/validation/amos_0392.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0392.nii.gz" + } + ] + }, + "fold_3": { + "foreground_mean": { + "Dice": 0.532551574084104, + "FN": 1028.649275362319, + "FP": 759.4956521739132, + "IoU": 0.45614887597460935, + "TN": 328057.2, + "TP": 5381.089855072463, + "n_pred": 6140.585507246376, + "n_ref": 6409.739130434782 + }, + "mean": { + "1": { + "Dice": 0.544464643986642, + "FN": 626.304347826087, + "FP": 568.7826086956521, + "IoU": 0.519142966087961, + "TN": 328303.0869565217, + "TP": 5728.260869565217, + "n_pred": 6297.04347826087, + "n_ref": 6354.565217391304 + }, + "10": { + "Dice": 0.5388804245809318, + "FN": 883.7391304347826, + "FP": 547.0869565217391, + "IoU": 0.4386643762817369, + "TN": 331004.0869565217, + "TP": 2791.521739130435, + "n_pred": 3338.608695652174, + "n_ref": 3675.2608695652175 + }, + "11": { + "Dice": 0.4791664328605306, + "FN": 143.69565217391303, + "FP": 173.91304347826087, + "IoU": 0.3617479705274171, + "TN": 334665.7826086957, + "TP": 243.04347826086956, + "n_pred": 416.95652173913044, + "n_ref": 386.7391304347826 + }, + "12": { + "Dice": 0.39626754712285145, + "FN": 296.6521739130435, + "FP": 114.8695652173913, + "IoU": 0.31335428712493535, + "TN": 334394.1304347826, + "TP": 420.7826086956522, + "n_pred": 535.6521739130435, + "n_ref": 717.4347826086956 + }, + "13": { + "Dice": 0.3820509953014188, + "FN": 1523.391304347826, + "FP": 1105.8695652173913, + "IoU": 0.2848435729627334, + "TN": 331280.1304347826, + "TP": 1317.0434782608695, + "n_pred": 2422.913043478261, + "n_ref": 2840.4347826086955 + }, + "14": { + "Dice": 0.5592541528147961, + "FN": 1320.2608695652175, + "FP": 539.1739130434783, + "IoU": 0.5067413151320722, + "TN": 325623.60869565216, + "TP": 7743.391304347826, + "n_pred": 8282.565217391304, + "n_ref": 9063.652173913044 + }, + "15": { + "Dice": 0.6540356243362899, + "FN": 2165.9565217391305, + "FP": 503.2173913043478, + "IoU": 0.5176361758968324, + "TN": 328574.52173913043, + "TP": 3982.7391304347825, + "n_pred": 4485.95652173913, + "n_ref": 6148.695652173913 + }, + "2": { + "Dice": 0.7080643190094223, + "FN": 1987.1304347826087, + "FP": 320.60869565217394, + "IoU": 0.6361913686741795, + "TN": 329129.5652173913, + "TP": 3789.1304347826085, + "n_pred": 4109.739130434783, + "n_ref": 5776.260869565217 + }, + "3": { + "Dice": 0.6718838418532057, + "FN": 244.95652173913044, + "FP": 1778.6521739130435, + "IoU": 0.6312040702837736, + "TN": 327646.652173913, + "TP": 5556.173913043478, + "n_pred": 7334.826086956522, + "n_ref": 5801.130434782609 + }, + "4": { + "Dice": 0.4771949208822186, + "FN": 745.6521739130435, + "FP": 1123.0, + "IoU": 0.3847492538010717, + "TN": 331441.04347826086, + "TP": 1916.7391304347825, + "n_pred": 3039.7391304347825, + "n_ref": 2662.391304347826 + }, + "5": { + "Dice": 0.1055829339094039, + "FN": 535.304347826087, + "FP": 40.73913043478261, + "IoU": 0.05573373244957594, + "TN": 334616.39130434784, + "TP": 34.0, + "n_pred": 74.73913043478261, + "n_ref": 569.304347826087 + }, + "6": { + "Dice": 0.7091130400680863, + "FN": 1667.8260869565217, + "FP": 2121.521739130435, + "IoU": 0.6625240953475179, + "TN": 297557.95652173914, + "TP": 33879.13043478261, + "n_pred": 36000.65217391304, + "n_ref": 35546.95652173913 + }, + "7": { + "Dice": 0.3924986272358289, + "FN": 2154.1739130434785, + "FP": 246.69565217391303, + "IoU": 0.35175777184262835, + "TN": 325526.47826086957, + "TP": 7299.086956521739, + "n_pred": 7545.782608695652, + "n_ref": 9453.260869565218 + }, + "8": { + "Dice": 0.7546665659354974, + "FN": 277.04347826086956, + "FP": 1472.4782608695652, + "IoU": 0.6674623481873322, + "TN": 330133.82608695654, + "TP": 3343.086956521739, + "n_pred": 4815.565217391304, + "n_ref": 3620.1304347826085 + }, + "9": { + "Dice": 0.6151495413644369, + "FN": 857.6521739130435, + "FP": 735.8260869565217, + "IoU": 0.5104798350193722, + "TN": 330960.73913043475, + "TP": 2672.217391304348, + "n_pred": 3408.0434782608695, + "n_ref": 3529.8695652173915 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.902429167976292, + "FN": 2899, + "FP": 3620, + "IoU": 0.8222058582883325, + "TN": 489030, + "TP": 30147, + "n_pred": 33767, + "n_ref": 33046 + }, + "15": { + "Dice": 0.5283917035022101, + "FN": 1365, + "FP": 22, + "IoU": 0.3590573012939002, + "TN": 523532, + "TP": 777, + "n_pred": 799, + "n_ref": 2142 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9812366478374248, + "FN": 4179, + "FP": 757, + "IoU": 0.963164453996612, + "TN": 391695, + "TP": 129065, + "n_pred": 129822, + "n_ref": 133244 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0001.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0001.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.3127811590367822, + "FN": 2595, + "FP": 2, + "IoU": 0.1853826850690088, + "TN": 522508, + "TP": 591, + "n_pred": 593, + "n_ref": 3186 + }, + "11": { + "Dice": 0.4992343032159265, + "FN": 1446, + "FP": 516, + "IoU": 0.3326530612244898, + "TN": 522756, + "TP": 978, + "n_pred": 1494, + "n_ref": 2424 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.43922251232956194, + "FN": 2122, + "FP": 1744, + "IoU": 0.28141263940520445, + "TN": 520316, + "TP": 1514, + "n_pred": 3258, + "n_ref": 3636 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 525686, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8812922091485066, + "FN": 1197, + "FP": 508, + "IoU": 0.7877769479711227, + "TN": 517662, + "TP": 6329, + "n_pred": 6837, + "n_ref": 7526 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 3643, + "FP": 0, + "IoU": 0.0, + "TN": 522053, + "TP": 0, + "n_pred": 0, + "n_ref": 3643 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9070657549563497, + "FN": 2438, + "FP": 4045, + "IoU": 0.8299362556071457, + "TN": 487575, + "TP": 31638, + "n_pred": 35683, + "n_ref": 34076 + }, + "7": { + "Dice": 0.0, + "FN": 1, + "FP": 0, + "IoU": 0.0, + "TN": 525695, + "TP": 0, + "n_pred": 0, + "n_ref": 1 + }, + "8": { + "Dice": 0.8628616936554288, + "FN": 1461, + "FP": 3705, + "IoU": 0.7588010084975254, + "TN": 504278, + "TP": 16252, + "n_pred": 19957, + "n_ref": 17713 + }, + "9": { + "Dice": 0.5108225108225108, + "FN": 7932, + "FP": 1560, + "IoU": 0.3430232558139535, + "TN": 511248, + "TP": 4956, + "n_pred": 6516, + "n_ref": 12888 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0005.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0005.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8047730662689111, + "FN": 4067, + "FP": 5095, + "IoU": 0.6733223989160665, + "TN": 147186, + "TP": 18884, + "n_pred": 23979, + "n_ref": 22951 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.14520402755696873, + "FN": 5384, + "FP": 2681, + "IoU": 0.07828571428571429, + "TN": 166482, + "TP": 685, + "n_pred": 3366, + "n_ref": 6069 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 175202, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.917341423291388, + "FN": 1899, + "FP": 5839, + "IoU": 0.8473044439182256, + "TN": 124556, + "TP": 42938, + "n_pred": 48777, + "n_ref": 44837 + }, + "7": { + "Dice": 0.5573737536185268, + "FN": 21832, + "FP": 186, + "IoU": 0.38636046932917145, + "TN": 139351, + "TP": 13863, + "n_pred": 14049, + "n_ref": 35695 + }, + "8": { + "Dice": 0.85577920730442, + "FN": 688, + "FP": 7, + "IoU": 0.7479143997098295, + "TN": 172475, + "TP": 2062, + "n_pred": 2069, + "n_ref": 2750 + }, + "9": { + "Dice": 0.8051282051282052, + "FN": 125, + "FP": 179, + "IoU": 0.6738197424892703, + "TN": 174300, + "TP": 628, + "n_pred": 807, + "n_ref": 753 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0011.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0011.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 0, + "FP": 7702, + "IoU": 0.0, + "TN": 342762, + "TP": 0, + "n_pred": 7702, + "n_ref": 0 + }, + "10": { + "Dice": 0.22744599745870395, + "FN": 1853, + "FP": 579, + "IoU": 0.12831541218637993, + "TN": 347674, + "TP": 358, + "n_pred": 937, + "n_ref": 2211 + }, + "11": { + "Dice": 0.6143064282261962, + "FN": 1528, + "FP": 68, + "IoU": 0.44332054412277644, + "TN": 347597, + "TP": 1271, + "n_pred": 1339, + "n_ref": 2799 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 112, + "IoU": 0.0, + "TN": 350352, + "TP": 0, + "n_pred": 112, + "n_ref": 0 + }, + "13": { + "Dice": 0.594979079497908, + "FN": 8250, + "FP": 7238, + "IoU": 0.4234663490172722, + "TN": 323600, + "TP": 11376, + "n_pred": 18614, + "n_ref": 19626 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.4181846926765858, + "FN": 32893, + "FP": 228, + "IoU": 0.26437011371712865, + "TN": 305440, + "TP": 11903, + "n_pred": 12131, + "n_ref": 44796 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 31358, + "IoU": 0.0, + "TN": 319106, + "TP": 0, + "n_pred": 31358, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.8773303961163464, + "FN": 11767, + "FP": 261, + "IoU": 0.781468023255814, + "TN": 295424, + "TP": 43012, + "n_pred": 43273, + "n_ref": 54779 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.6955555555555556, + "FN": 80, + "FP": 194, + "IoU": 0.5332197614991482, + "TN": 349877, + "TP": 313, + "n_pred": 507, + "n_ref": 393 + }, + "9": { + "Dice": 0.7696235482579095, + "FN": 1190, + "FP": 8014, + "IoU": 0.6255187566116038, + "TN": 325886, + "TP": 15374, + "n_pred": 23388, + "n_ref": 16564 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0043.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0043.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 15, + "FP": 0, + "IoU": 0.0, + "TN": 350449, + "TP": 0, + "n_pred": 0, + "n_ref": 15 + }, + "10": { + "Dice": 0.0, + "FN": 150, + "FP": 0, + "IoU": 0.0, + "TN": 350314, + "TP": 0, + "n_pred": 0, + "n_ref": 150 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 2109, + "IoU": 0.0, + "TN": 348355, + "TP": 0, + "n_pred": 2109, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 2705, + "FP": 0, + "IoU": 0.0, + "TN": 347759, + "TP": 0, + "n_pred": 0, + "n_ref": 2705 + }, + "13": { + "Dice": 0.1919093851132686, + "FN": 4954, + "FP": 40, + "IoU": 0.10613925183461607, + "TN": 344877, + "TP": 593, + "n_pred": 633, + "n_ref": 5547 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.7846967963386727, + "FN": 9407, + "FP": 5647, + "IoU": 0.645679855014475, + "TN": 307977, + "TP": 27433, + "n_pred": 33080, + "n_ref": 36840 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 5992, + "IoU": 0.0, + "TN": 344472, + "TP": 0, + "n_pred": 5992, + "n_ref": 0 + }, + "4": { + "Dice": 0.5421010425020049, + "FN": 6684, + "FP": 10446, + "IoU": 0.3718371837183718, + "TN": 323194, + "TP": 10140, + "n_pred": 20586, + "n_ref": 16824 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9384256416554095, + "FN": 3653, + "FP": 6375, + "IoU": 0.8839942621812965, + "TN": 264020, + "TP": 76416, + "n_pred": 82791, + "n_ref": 80069 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 57, + "IoU": 0.0, + "TN": 350407, + "TP": 0, + "n_pred": 57, + "n_ref": 0 + }, + "8": { + "Dice": 0.5408163265306123, + "FN": 15, + "FP": 75, + "IoU": 0.3706293706293706, + "TN": 350321, + "TP": 53, + "n_pred": 128, + "n_ref": 68 + }, + "9": { + "Dice": 0.8650427913100724, + "FN": 838, + "FP": 1007, + "IoU": 0.7621809744779582, + "TN": 342706, + "TP": 5913, + "n_pred": 6920, + "n_ref": 6751 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0052.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0052.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6698564593301436, + "FN": 100, + "FP": 38, + "IoU": 0.5035971223021583, + "TN": 350186, + "TP": 140, + "n_pred": 178, + "n_ref": 240 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 160, + "IoU": 0.0, + "TN": 350304, + "TP": 0, + "n_pred": 160, + "n_ref": 0 + }, + "13": { + "Dice": 0.7428800641797032, + "FN": 693, + "FP": 4435, + "IoU": 0.5909380982769623, + "TN": 337928, + "TP": 7408, + "n_pred": 11843, + "n_ref": 8101 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9432546506174769, + "FN": 218, + "FP": 145, + "IoU": 0.892603550295858, + "TN": 347084, + "TP": 3017, + "n_pred": 3162, + "n_ref": 3235 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8094738745254023, + "FN": 3547, + "FP": 1722, + "IoU": 0.6799295346859434, + "TN": 334002, + "TP": 11193, + "n_pred": 12915, + "n_ref": 14740 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9480671414038657, + "FN": 2065, + "FP": 2019, + "IoU": 0.9012620279483584, + "TN": 309102, + "TP": 37278, + "n_pred": 39297, + "n_ref": 39343 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 7, + "IoU": 0.0, + "TN": 350457, + "TP": 0, + "n_pred": 7, + "n_ref": 0 + }, + "8": { + "Dice": 0.8318548656039485, + "FN": 285, + "FP": 2236, + "IoU": 0.7121160214685395, + "TN": 341707, + "TP": 6236, + "n_pred": 8472, + "n_ref": 6521 + }, + "9": { + "Dice": 0.8498180347755763, + "FN": 2597, + "FP": 1117, + "IoU": 0.7388552946139784, + "TN": 336242, + "TP": 10508, + "n_pred": 11625, + "n_ref": 13105 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0059.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0059.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9531802120141343, + "FN": 716, + "FP": 1616, + "IoU": 0.9105485232067511, + "TN": 149162, + "TP": 23738, + "n_pred": 25354, + "n_ref": 24454 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.6677740863787376, + "FN": 1116, + "FP": 284, + "IoU": 0.5012468827930174, + "TN": 172425, + "TP": 1407, + "n_pred": 1691, + "n_ref": 2523 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9334653029803145, + "FN": 84, + "FP": 521, + "IoU": 0.8752320065992988, + "TN": 170383, + "TP": 4244, + "n_pred": 4765, + "n_ref": 4328 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 163, + "IoU": 0.0, + "TN": 175069, + "TP": 0, + "n_pred": 163, + "n_ref": 0 + }, + "7": { + "Dice": 0.9748196663273886, + "FN": 2494, + "FP": 920, + "IoU": 0.9508762842096176, + "TN": 105734, + "TP": 66084, + "n_pred": 67004, + "n_ref": 68578 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0078.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0078.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.2028985507246377, + "FN": 165, + "FP": 0, + "IoU": 0.11290322580645161, + "TN": 525510, + "TP": 21, + "n_pred": 21, + "n_ref": 186 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7995133819951338, + "FN": 286, + "FP": 538, + "IoU": 0.6659910822861775, + "TN": 523229, + "TP": 1643, + "n_pred": 2181, + "n_ref": 1929 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8967861801794679, + "FN": 2004, + "FP": 607, + "IoU": 0.8128851942095456, + "TN": 511742, + "TP": 11343, + "n_pred": 11950, + "n_ref": 13347 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9844289573482422, + "FN": 1765, + "FP": 2460, + "IoU": 0.9693353945754495, + "TN": 387915, + "TP": 133556, + "n_pred": 136016, + "n_ref": 135321 + }, + "7": { + "Dice": 0.0, + "FN": 428, + "FP": 0, + "IoU": 0.0, + "TN": 525268, + "TP": 0, + "n_pred": 0, + "n_ref": 428 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0081.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0081.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.1055829339094039, + "FN": 12312, + "FP": 937, + "IoU": 0.05573373244957594, + "TN": 161201, + "TP": 782, + "n_pred": 1719, + "n_ref": 13094 + }, + "6": { + "Dice": 0.2450632074692225, + "FN": 332, + "FP": 17942, + "IoU": 0.1396421845574388, + "TN": 153992, + "TP": 2966, + "n_pred": 20908, + "n_ref": 3298 + }, + "7": { + "Dice": 0.931292023601827, + "FN": 1165, + "FP": 2340, + "IoU": 0.8714186140357313, + "TN": 147973, + "TP": 23754, + "n_pred": 26094, + "n_ref": 24919 + }, + "8": { + "Dice": 0.8936042317864872, + "FN": 1948, + "FP": 3362, + "IoU": 0.8076714114962512, + "TN": 147623, + "TP": 22299, + "n_pred": 25661, + "n_ref": 24247 + }, + "9": { + "Dice": 0.6836067331403453, + "FN": 3224, + "FP": 2678, + "IoU": 0.5193028180485421, + "TN": 162954, + "TP": 6376, + "n_pred": 9054, + "n_ref": 9600 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0118.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0118.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9819604722111686, + "FN": 490, + "FP": 54, + "IoU": 0.9645602605863193, + "TN": 510346, + "TP": 14806, + "n_pred": 14860, + "n_ref": 15296 + }, + "10": { + "Dice": 0.8323699421965318, + "FN": 1303, + "FP": 5309, + "IoU": 0.7128712871287128, + "TN": 502668, + "TP": 16416, + "n_pred": 21725, + "n_ref": 17719 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.765240328253224, + "FN": 1493, + "FP": 109, + "IoU": 0.6197483978162829, + "TN": 521483, + "TP": 2611, + "n_pred": 2720, + "n_ref": 4104 + }, + "13": { + "Dice": 0.37251226418856936, + "FN": 13161, + "FP": 2572, + "IoU": 0.22888790864088615, + "TN": 505293, + "TP": 4670, + "n_pred": 7242, + "n_ref": 17831 + }, + "14": { + "Dice": 0.948163341413388, + "FN": 1628, + "FP": 596, + "IoU": 0.9014359156177982, + "TN": 503132, + "TP": 20340, + "n_pred": 20936, + "n_ref": 21968 + }, + "15": { + "Dice": 0.7645777265154428, + "FN": 1595, + "FP": 242, + "IoU": 0.6188796680497926, + "TN": 520876, + "TP": 2983, + "n_pred": 3225, + "n_ref": 4578 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9877187821738491, + "FN": 239, + "FP": 95, + "IoU": 0.9757355612059572, + "TN": 511931, + "TP": 13431, + "n_pred": 13526, + "n_ref": 13670 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.8775510204081632, + "FN": 83, + "FP": 1, + "IoU": 0.7818181818181819, + "TN": 525311, + "TP": 301, + "n_pred": 302, + "n_ref": 384 + }, + "8": { + "Dice": 0.9644563239308462, + "FN": 911, + "FP": 339, + "IoU": 0.931352627821407, + "TN": 507487, + "TP": 16959, + "n_pred": 17298, + "n_ref": 17870 + }, + "9": { + "Dice": 0.9036405968885597, + "FN": 3445, + "FP": 197, + "IoU": 0.8242193156040349, + "TN": 504977, + "TP": 17077, + "n_pred": 17274, + "n_ref": 20522 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0124.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0124.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0133.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0133.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9411311731209597, + "FN": 2484, + "FP": 421, + "IoU": 0.8888080839010947, + "TN": 324338, + "TP": 23221, + "n_pred": 23642, + "n_ref": 25705 + }, + "15": { + "Dice": 0.7759687930672023, + "FN": 7441, + "FP": 2150, + "IoU": 0.6339452692645319, + "TN": 324263, + "TP": 16610, + "n_pred": 18760, + "n_ref": 24051 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0159.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0159.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.901749629423167, + "FN": 5417, + "FP": 2338, + "IoU": 0.8210783748240778, + "TN": 131889, + "TP": 35588, + "n_pred": 37926, + "n_ref": 41005 + }, + "15": { + "Dice": 0.23313205565765294, + "FN": 1376, + "FP": 1545, + "IoU": 0.13194650817236256, + "TN": 171867, + "TP": 444, + "n_pred": 1989, + "n_ref": 1820 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0173.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0173.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9274365764072777, + "FN": 12743, + "FP": 849, + "IoU": 0.864691593995142, + "TN": 425244, + "TP": 86860, + "n_pred": 87709, + "n_ref": 99603 + }, + "10": { + "Dice": 0.5182595182595182, + "FN": 1237, + "FP": 3, + "IoU": 0.34976402726796013, + "TN": 523789, + "TP": 667, + "n_pred": 670, + "n_ref": 1904 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 4520, + "IoU": 0.0, + "TN": 521176, + "TP": 0, + "n_pred": 4520, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 10, + "IoU": 0.0, + "TN": 525686, + "TP": 0, + "n_pred": 10, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 525685, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "3": { + "Dice": 0.1275626423690205, + "FN": 90, + "FP": 676, + "IoU": 0.0681265206812652, + "TN": 524874, + "TP": 56, + "n_pred": 732, + "n_ref": 146 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 2030, + "IoU": 0.0, + "TN": 523666, + "TP": 0, + "n_pred": 2030, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 95, + "IoU": 0.0, + "TN": 525601, + "TP": 0, + "n_pred": 95, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 23645, + "IoU": 0.0, + "TN": 502051, + "TP": 0, + "n_pred": 23645, + "n_ref": 0 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1107, + "IoU": 0.0, + "TN": 524589, + "TP": 0, + "n_pred": 1107, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0242.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0242.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.9104855371900826, + "FN": 882, + "FP": 2584, + "IoU": 0.8356800834400038, + "TN": 154139, + "TP": 17627, + "n_pred": 20211, + "n_ref": 18509 + }, + "15": { + "Dice": 0.8904799139869025, + "FN": 3443, + "FP": 1039, + "IoU": 0.8025811566753293, + "TN": 152529, + "TP": 18221, + "n_pred": 19260, + "n_ref": 21664 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0249.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0249.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.942383465913315, + "FN": 441, + "FP": 334, + "IoU": 0.89104456628708, + "TN": 518583, + "TP": 6338, + "n_pred": 6672, + "n_ref": 6779 + }, + "10": { + "Dice": 0.756578947368421, + "FN": 3644, + "FP": 130, + "IoU": 0.6084656084656085, + "TN": 516057, + "TP": 5865, + "n_pred": 5995, + "n_ref": 9509 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8011720385098368, + "FN": 1005, + "FP": 420, + "IoU": 0.6682960893854749, + "TN": 521400, + "TP": 2871, + "n_pred": 3291, + "n_ref": 3876 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9792143609869545, + "FN": 584, + "FP": 560, + "IoU": 0.959275212701577, + "TN": 497605, + "TP": 26947, + "n_pred": 27507, + "n_ref": 27531 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.990058903649196, + "FN": 1806, + "FP": 442, + "IoU": 0.9803135125667747, + "TN": 411506, + "TP": 111942, + "n_pred": 112384, + "n_ref": 113748 + }, + "7": { + "Dice": 0.9356984478935698, + "FN": 476, + "FP": 191, + "IoU": 0.8791666666666667, + "TN": 520176, + "TP": 4853, + "n_pred": 5044, + "n_ref": 5329 + }, + "8": { + "Dice": 0.9592029083075266, + "FN": 420, + "FP": 186, + "IoU": 0.9216041397153946, + "TN": 517966, + "TP": 7124, + "n_pred": 7310, + "n_ref": 7544 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 1051, + "IoU": 0.0, + "TN": 524645, + "TP": 0, + "n_pred": 1051, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0273.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0273.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9228863425209043, + "FN": 1047, + "FP": 447, + "IoU": 0.8568142610695803, + "TN": 340030, + "TP": 8940, + "n_pred": 9387, + "n_ref": 9987 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.8034858387799564, + "FN": 256, + "FP": 1097, + "IoU": 0.6715222141296431, + "TN": 346345, + "TP": 2766, + "n_pred": 3863, + "n_ref": 3022 + }, + "13": { + "Dice": 0.082389289392379, + "FN": 0, + "FP": 891, + "IoU": 0.04296455424274973, + "TN": 349533, + "TP": 40, + "n_pred": 931, + "n_ref": 40 + }, + "14": { + "Dice": 0.9129893577652428, + "FN": 6783, + "FP": 976, + "IoU": 0.8399083893863739, + "TN": 301998, + "TP": 40707, + "n_pred": 41683, + "n_ref": 47490 + }, + "15": { + "Dice": 0.5958286043872216, + "FN": 21610, + "FP": 113, + "IoU": 0.4243275473698158, + "TN": 312729, + "TP": 16012, + "n_pred": 16125, + "n_ref": 37622 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9382957884427032, + "FN": 73, + "FP": 179, + "IoU": 0.8837638376383764, + "TN": 348296, + "TP": 1916, + "n_pred": 2095, + "n_ref": 1989 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 32, + "FP": 0, + "IoU": 0.0, + "TN": 350432, + "TP": 0, + "n_pred": 0, + "n_ref": 32 + }, + "8": { + "Dice": 0.9425345466801482, + "FN": 564, + "FP": 118, + "IoU": 0.8913147410358566, + "TN": 344189, + "TP": 5593, + "n_pred": 5711, + "n_ref": 6157 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0296.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0296.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.9144050104384134, + "FN": 39, + "FP": 2, + "IoU": 0.8423076923076923, + "TN": 174972, + "TP": 219, + "n_pred": 221, + "n_ref": 258 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.833950944062114, + "FN": 188, + "FP": 753, + "IoU": 0.7151937046004843, + "TN": 171928, + "TP": 2363, + "n_pred": 3116, + "n_ref": 2551 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.6148084280864364, + "FN": 1272, + "FP": 13024, + "IoU": 0.4438436101925695, + "TN": 149527, + "TP": 11409, + "n_pred": 24433, + "n_ref": 12681 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9646747202693337, + "FN": 2354, + "FP": 500, + "IoU": 0.9317600363436387, + "TN": 133409, + "TP": 38969, + "n_pred": 39469, + "n_ref": 41323 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1, + "IoU": 0.0, + "TN": 175231, + "TP": 0, + "n_pred": 1, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0302.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0302.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0336.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0336.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 40, + "IoU": 0.0, + "TN": 350424, + "TP": 0, + "n_pred": 40, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.8712121212121212, + "FN": 31, + "FP": 3, + "IoU": 0.7718120805369127, + "TN": 350315, + "TP": 115, + "n_pred": 118, + "n_ref": 146 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 1294, + "IoU": 0.0, + "TN": 349170, + "TP": 0, + "n_pred": 1294, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0348.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0348.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.006291781360597719, + "FN": 0, + "FP": 2527, + "IoU": 0.003155818540433925, + "TN": 347929, + "TP": 8, + "n_pred": 2535, + "n_ref": 8 + }, + "10": { + "Dice": 0.8431905259491467, + "FN": 4126, + "FP": 376, + "IoU": 0.7288931711429604, + "TN": 333858, + "TP": 12104, + "n_pred": 12480, + "n_ref": 16230 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 208, + "FP": 459, + "IoU": 0.0, + "TN": 349797, + "TP": 0, + "n_pred": 459, + "n_ref": 208 + }, + "13": { + "Dice": 0.0, + "FN": 0, + "FP": 23, + "IoU": 0.0, + "TN": 350441, + "TP": 0, + "n_pred": 23, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 37, + "IoU": 0.0, + "TN": 350427, + "TP": 0, + "n_pred": 37, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9158805031446541, + "FN": 83, + "FP": 345, + "IoU": 0.8448150833937635, + "TN": 347706, + "TP": 2330, + "n_pred": 2675, + "n_ref": 2413 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.647054742246583, + "FN": 3385, + "FP": 1702, + "IoU": 0.47825641025641025, + "TN": 340714, + "TP": 4663, + "n_pred": 6365, + "n_ref": 8048 + }, + "7": { + "Dice": 0.8257472422162998, + "FN": 23035, + "FP": 1876, + "IoU": 0.7032108178947996, + "TN": 266529, + "TP": 59024, + "n_pred": 60900, + "n_ref": 82059 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0358.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0358.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.803125, + "FN": 331, + "FP": 1307, + "IoU": 0.6710182767624021, + "TN": 170253, + "TP": 3341, + "n_pred": 4648, + "n_ref": 3672 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9646893622850881, + "FN": 1438, + "FP": 624, + "IoU": 0.9317873565119588, + "TN": 145003, + "TP": 28167, + "n_pred": 28791, + "n_ref": 29605 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9570082237829401, + "FN": 1273, + "FP": 2308, + "IoU": 0.9175606611722456, + "TN": 131794, + "TP": 39857, + "n_pred": 42165, + "n_ref": 41130 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.76381299332119, + "FN": 375, + "FP": 14, + "IoU": 0.6178781925343811, + "TN": 174214, + "TP": 629, + "n_pred": 643, + "n_ref": 1004 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0388.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0388.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.0, + "FN": 0, + "FP": 602, + "IoU": 0.0, + "TN": 525094, + "TP": 0, + "n_pred": 602, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.5287356321839081, + "FN": 40, + "FP": 1, + "IoU": 0.359375, + "TN": 525632, + "TP": 23, + "n_pred": 24, + "n_ref": 63 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6348474740736249, + "FN": 10273, + "FP": 1769, + "IoU": 0.4650377609951133, + "TN": 503186, + "TP": 10468, + "n_pred": 12237, + "n_ref": 20741 + }, + "15": { + "Dice": 0.7898705732373976, + "FN": 12987, + "FP": 6463, + "IoU": 0.6527157804520944, + "TN": 469690, + "TP": 36556, + "n_pred": 43019, + "n_ref": 49543 + }, + "2": { + "Dice": 0.9643325219996255, + "FN": 551, + "FP": 211, + "IoU": 0.9311217572087137, + "TN": 514633, + "TP": 10301, + "n_pred": 10512, + "n_ref": 10852 + }, + "3": { + "Dice": 0.9654889172224401, + "FN": 4450, + "FP": 1180, + "IoU": 0.933280400080585, + "TN": 441313, + "TP": 78753, + "n_pred": 79933, + "n_ref": 83203 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9880528810630776, + "FN": 1444, + "FP": 658, + "IoU": 0.9763878591808767, + "TN": 436674, + "TP": 86920, + "n_pred": 87578, + "n_ref": 88364 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_3/validation/amos_0404.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0404.nii.gz" + } + ] + }, + "fold_4": { + "foreground_mean": { + "Dice": 0.5161928453124386, + "FN": 1387.2579710144926, + "FP": 991.744927536232, + "IoU": 0.4442509432166901, + "TN": 275069.6, + "TP": 4446.353623188406, + "n_pred": 5438.098550724638, + "n_ref": 5833.611594202899 + }, + "mean": { + "1": { + "Dice": 0.3647771998925526, + "FN": 580.8260869565217, + "FP": 32.869565217391305, + "IoU": 0.3219032326826175, + "TN": 280770.0869565217, + "TP": 511.17391304347825, + "n_pred": 544.0434782608696, + "n_ref": 1092.0 + }, + "10": { + "Dice": 0.5474154200769588, + "FN": 1313.1739130434783, + "FP": 545.695652173913, + "IoU": 0.44304285507735497, + "TN": 277790.3043478261, + "TP": 2245.782608695652, + "n_pred": 2791.478260869565, + "n_ref": 3558.9565217391305 + }, + "11": { + "Dice": 0.38664234071545645, + "FN": 132.0, + "FP": 52.608695652173914, + "IoU": 0.31224923154975054, + "TN": 281493.47826086957, + "TP": 216.8695652173913, + "n_pred": 269.4782608695652, + "n_ref": 348.8695652173913 + }, + "12": { + "Dice": 0.3148070332185468, + "FN": 172.34782608695653, + "FP": 125.69565217391305, + "IoU": 0.21706671818702036, + "TN": 281398.60869565216, + "TP": 198.30434782608697, + "n_pred": 324.0, + "n_ref": 370.6521739130435 + }, + "13": { + "Dice": 0.4327936680398024, + "FN": 2709.478260869565, + "FP": 810.8260869565217, + "IoU": 0.2988137674009747, + "TN": 276451.04347826086, + "TP": 1923.608695652174, + "n_pred": 2734.4347826086955, + "n_ref": 4633.086956521739 + }, + "14": { + "Dice": 0.30418660238450607, + "FN": 2079.1304347826085, + "FP": 410.5652173913044, + "IoU": 0.2498513093774195, + "TN": 278737.73913043475, + "TP": 667.5217391304348, + "n_pred": 1078.0869565217392, + "n_ref": 2746.6521739130435 + }, + "15": { + "Dice": 0.2843848819421025, + "FN": 377.0, + "FP": 93.04347826086956, + "IoU": 0.24797142954553206, + "TN": 280160.0, + "TP": 1264.9130434782608, + "n_pred": 1357.9565217391305, + "n_ref": 1641.9130434782608 + }, + "2": { + "Dice": 0.5747811802743688, + "FN": 385.04347826086956, + "FP": 2587.521739130435, + "IoU": 0.5405618433816429, + "TN": 272212.04347826086, + "TP": 6710.347826086957, + "n_pred": 9297.869565217392, + "n_ref": 7095.391304347826 + }, + "3": { + "Dice": 0.47172387482127637, + "FN": 2897.608695652174, + "FP": 146.91304347826087, + "IoU": 0.40180365276971536, + "TN": 273642.60869565216, + "TP": 5207.826086956522, + "n_pred": 5354.739130434783, + "n_ref": 8105.434782608696 + }, + "4": { + "Dice": 0.4858803049442291, + "FN": 236.04347826086956, + "FP": 148.65217391304347, + "IoU": 0.4275385338995407, + "TN": 280501.9130434783, + "TP": 1008.3478260869565, + "n_pred": 1157.0, + "n_ref": 1244.391304347826 + }, + "5": { + "Dice": 0.8116261819594688, + "FN": 300.8695652173913, + "FP": 75.43478260869566, + "IoU": 0.696659732767376, + "TN": 280602.0869565217, + "TP": 916.5652173913044, + "n_pred": 992.0, + "n_ref": 1217.4347826086957 + }, + "6": { + "Dice": 0.7245572752330116, + "FN": 989.2608695652174, + "FP": 8556.478260869566, + "IoU": 0.6823429320432929, + "TN": 238924.86956521738, + "TP": 33424.34782608696, + "n_pred": 41980.82608695652, + "n_ref": 34413.608695652176 + }, + "7": { + "Dice": 0.45085968647030705, + "FN": 7987.347826086957, + "FP": 725.1304347826087, + "IoU": 0.3728556519260238, + "TN": 268332.0, + "TP": 4850.478260869565, + "n_pred": 5575.608695652174, + "n_ref": 12837.826086956522 + }, + "8": { + "Dice": 0.8212343050570096, + "FN": 158.69565217391303, + "FP": 212.8695652173913, + "IoU": 0.7770851195978035, + "TN": 277588.82608695654, + "TP": 3934.5652173913045, + "n_pred": 4147.434782608696, + "n_ref": 4093.2608695652175 + }, + "9": { + "Dice": 0.7672227246569807, + "FN": 490.04347826086956, + "FP": 351.8695652173913, + "IoU": 0.6740181380442869, + "TN": 277438.39130434784, + "TP": 3614.6521739130435, + "n_pred": 3966.521739130435, + "n_ref": 4104.695652173913 + } + }, + "metric_per_case": [ + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.6579261025029798, + "FN": 348, + "FP": 226, + "IoU": 0.49023090586145646, + "TN": 349338, + "TP": 552, + "n_pred": 778, + "n_ref": 900 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0004.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0004.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.0, + "FN": 0, + "FP": 33, + "IoU": 0.0, + "TN": 175199, + "TP": 0, + "n_pred": 33, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0006.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0006.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.6471187130930564, + "FN": 273, + "FP": 3193, + "IoU": 0.4783263094521373, + "TN": 519052, + "TP": 3178, + "n_pred": 6371, + "n_ref": 3451 + }, + "11": { + "Dice": 0.8381742738589212, + "FN": 158, + "FP": 349, + "IoU": 0.7214285714285714, + "TN": 523876, + "TP": 1313, + "n_pred": 1662, + "n_ref": 1471 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.7638450327908671, + "FN": 6124, + "FP": 1654, + "IoU": 0.6179201257552684, + "TN": 505339, + "TP": 12579, + "n_pred": 14233, + "n_ref": 18703 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.919715539415948, + "FN": 625, + "FP": 2028, + "IoU": 0.8513642220852708, + "TN": 507847, + "TP": 15196, + "n_pred": 17224, + "n_ref": 15821 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.8703924993105984, + "FN": 2686, + "FP": 134, + "IoU": 0.7705264871022866, + "TN": 513407, + "TP": 9469, + "n_pred": 9603, + "n_ref": 12155 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9595213244184484, + "FN": 888, + "FP": 3029, + "IoU": 0.9221922053156411, + "TN": 475354, + "TP": 46425, + "n_pred": 49454, + "n_ref": 47313 + }, + "7": { + "Dice": 0.6584269662921348, + "FN": 25, + "FP": 279, + "IoU": 0.490787269681742, + "TN": 525099, + "TP": 293, + "n_pred": 572, + "n_ref": 318 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8400104739460592, + "FN": 1417, + "FP": 416, + "IoU": 0.7241534988713318, + "TN": 519051, + "TP": 4812, + "n_pred": 5228, + "n_ref": 6229 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0014.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0014.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.454242928452579, + "FN": 3265, + "FP": 15, + "IoU": 0.2938643702906351, + "TN": 170587, + "TP": 1365, + "n_pred": 1380, + "n_ref": 4630 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.6420426858980606, + "FN": 10357, + "FP": 4335, + "IoU": 0.4728003444811253, + "TN": 147364, + "TP": 13176, + "n_pred": 17511, + "n_ref": 23533 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9554317548746518, + "FN": 1691, + "FP": 1605, + "IoU": 0.9146666666666666, + "TN": 136607, + "TP": 35329, + "n_pred": 36934, + "n_ref": 37020 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.7085113374958922, + "FN": 874, + "FP": 13, + "IoU": 0.5486005089058524, + "TN": 173267, + "TP": 1078, + "n_pred": 1091, + "n_ref": 1952 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9698221401496744, + "FN": 819, + "FP": 423, + "IoU": 0.9414123307703194, + "TN": 154033, + "TP": 19957, + "n_pred": 20380, + "n_ref": 20776 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9005602240896359, + "FN": 136, + "FP": 148, + "IoU": 0.8191082802547771, + "TN": 173662, + "TP": 1286, + "n_pred": 1434, + "n_ref": 1422 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0027.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0027.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.9360328126363557, + "FN": 734, + "FP": 732, + "IoU": 0.8797572178477691, + "TN": 163040, + "TP": 10726, + "n_pred": 11458, + "n_ref": 11460 + }, + "10": { + "Dice": 0.0, + "FN": 2080, + "FP": 97, + "IoU": 0.0, + "TN": 173055, + "TP": 0, + "n_pred": 97, + "n_ref": 2080 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 58, + "IoU": 0.0, + "TN": 175174, + "TP": 0, + "n_pred": 58, + "n_ref": 0 + }, + "12": { + "Dice": 0.4036885245901639, + "FN": 1739, + "FP": 2335, + "IoU": 0.25288831835686776, + "TN": 169779, + "TP": 1379, + "n_pred": 3714, + "n_ref": 3118 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 12442, + "IoU": 0.0, + "TN": 162790, + "TP": 0, + "n_pred": 12442, + "n_ref": 0 + }, + "3": { + "Dice": 0.2847073900042717, + "FN": 13319, + "FP": 77, + "IoU": 0.16598182044577264, + "TN": 159170, + "TP": 2666, + "n_pred": 2743, + "n_ref": 15985 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 175, + "IoU": 0.0, + "TN": 175057, + "TP": 0, + "n_pred": 175, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 1458, + "IoU": 0.0, + "TN": 173774, + "TP": 0, + "n_pred": 1458, + "n_ref": 0 + }, + "8": { + "Dice": 0.9626006904487917, + "FN": 488, + "FP": 292, + "IoU": 0.92789794786467, + "TN": 164414, + "TP": 10038, + "n_pred": 10330, + "n_ref": 10526 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0044.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0044.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.0, + "FN": 0, + "FP": 24, + "IoU": 0.0, + "TN": 525672, + "TP": 0, + "n_pred": 24, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 525694, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.923059866962306, + "FN": 2257, + "FP": 1907, + "IoU": 0.8571134445130739, + "TN": 496554, + "TP": 24978, + "n_pred": 26885, + "n_ref": 27235 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9762397028690895, + "FN": 4585, + "FP": 552, + "IoU": 0.9535823039875665, + "TN": 415027, + "TP": 105532, + "n_pred": 106084, + "n_ref": 110117 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.7006651884700665, + "FN": 12, + "FP": 393, + "IoU": 0.5392491467576792, + "TN": 524817, + "TP": 474, + "n_pred": 867, + "n_ref": 486 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0064.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0064.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.461063713922672, + "FN": 2320, + "FP": 649, + "IoU": 0.29959896201934416, + "TN": 346225, + "TP": 1270, + "n_pred": 1919, + "n_ref": 3590 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 18684, + "IoU": 0.0, + "TN": 331780, + "TP": 0, + "n_pred": 18684, + "n_ref": 0 + }, + "3": { + "Dice": 0.4723574249242355, + "FN": 22205, + "FP": 777, + "IoU": 0.30920676906429406, + "TN": 317195, + "TP": 10287, + "n_pred": 11064, + "n_ref": 32492 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.6272687986171133, + "FN": 3079, + "FP": 371, + "IoU": 0.4569494726900677, + "TN": 344111, + "TP": 2903, + "n_pred": 3274, + "n_ref": 5982 + }, + "6": { + "Dice": 0.8482253832343599, + "FN": 2778, + "FP": 519, + "IoU": 0.7364508393285372, + "TN": 337954, + "TP": 9213, + "n_pred": 9732, + "n_ref": 11991 + }, + "7": { + "Dice": 0.5773195876288659, + "FN": 8, + "FP": 33, + "IoU": 0.4057971014492754, + "TN": 350395, + "TP": 28, + "n_pred": 61, + "n_ref": 36 + }, + "8": { + "Dice": 0.9287867088449946, + "FN": 1189, + "FP": 1670, + "IoU": 0.8670418081197973, + "TN": 328961, + "TP": 18644, + "n_pred": 20314, + "n_ref": 19833 + }, + "9": { + "Dice": 0.8978862973760933, + "FN": 1955, + "FP": 847, + "IoU": 0.81469479531777, + "TN": 335343, + "TP": 12319, + "n_pred": 13166, + "n_ref": 14274 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0077.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0077.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 0, + "FP": 100, + "IoU": 0.0, + "TN": 175132, + "TP": 0, + "n_pred": 100, + "n_ref": 0 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 794, + "IoU": 0.0, + "TN": 174438, + "TP": 0, + "n_pred": 794, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0103.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0103.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0111.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0111.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7905834186284545, + "FN": 3455, + "FP": 4729, + "IoU": 0.6536899119837508, + "TN": 151600, + "TP": 15448, + "n_pred": 20177, + "n_ref": 18903 + }, + "11": { + "Dice": 0.039779005524861875, + "FN": 842, + "FP": 27, + "IoU": 0.020293122886133032, + "TN": 174345, + "TP": 18, + "n_pred": 45, + "n_ref": 860 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3367033709763722, + "FN": 14713, + "FP": 8840, + "IoU": 0.20243134333412346, + "TN": 145701, + "TP": 5978, + "n_pred": 14818, + "n_ref": 20691 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9639457213485509, + "FN": 2288, + "FP": 454, + "IoU": 0.9304007919384725, + "TN": 135835, + "TP": 36655, + "n_pred": 37109, + "n_ref": 38943 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.9171548117154812, + "FN": 363, + "FP": 132, + "IoU": 0.8469860896445132, + "TN": 171997, + "TP": 2740, + "n_pred": 2872, + "n_ref": 3103 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9610030263726762, + "FN": 655, + "FP": 1149, + "IoU": 0.9249334221038615, + "TN": 151200, + "TP": 22228, + "n_pred": 23377, + "n_ref": 22883 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.8481826954004503, + "FN": 890, + "FP": 998, + "IoU": 0.7363864842222843, + "TN": 168070, + "TP": 5274, + "n_pred": 6272, + "n_ref": 6164 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0116.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0116.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8906532505306186, + "FN": 1131, + "FP": 1651, + "IoU": 0.8028628117913832, + "TN": 511584, + "TP": 11330, + "n_pred": 12981, + "n_ref": 12461 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.741320293398533, + "FN": 1872, + "FP": 244, + "IoU": 0.5889665889665889, + "TN": 520548, + "TP": 3032, + "n_pred": 3276, + "n_ref": 4904 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.8630069094195505, + "FN": 3959, + "FP": 740, + "IoU": 0.7590256410256411, + "TN": 506196, + "TP": 14801, + "n_pred": 15541, + "n_ref": 18760 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9631871612585345, + "FN": 455, + "FP": 68, + "IoU": 0.9289884589273592, + "TN": 518331, + "TP": 6842, + "n_pred": 6910, + "n_ref": 7297 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": 0.9539837476559119, + "FN": 467, + "FP": 490, + "IoU": 0.9120161809322423, + "TN": 514819, + "TP": 9920, + "n_pred": 10410, + "n_ref": 10387 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 525696, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0131.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0131.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.7691734921816828, + "FN": 800, + "FP": 440, + "IoU": 0.6249243799153055, + "TN": 171926, + "TP": 2066, + "n_pred": 2506, + "n_ref": 2866 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9621663210008697, + "FN": 751, + "FP": 1511, + "IoU": 0.9270910556003223, + "TN": 144207, + "TP": 28763, + "n_pred": 30274, + "n_ref": 29514 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9801330742507213, + "FN": 1016, + "FP": 671, + "IoU": 0.9610401607353178, + "TN": 131931, + "TP": 41614, + "n_pred": 42285, + "n_ref": 42630 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0166.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0166.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.158298787041302, + "FN": 10940, + "FP": 24, + "IoU": 0.08595248020008336, + "TN": 338469, + "TP": 1031, + "n_pred": 1055, + "n_ref": 11971 + }, + "10": { + "Dice": 0.22652757078986588, + "FN": 468, + "FP": 51, + "IoU": 0.12773109243697478, + "TN": 349869, + "TP": 76, + "n_pred": 127, + "n_ref": 544 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.43478260869565216, + "FN": 26, + "FP": 0, + "IoU": 0.2777777777777778, + "TN": 350428, + "TP": 10, + "n_pred": 10, + "n_ref": 36 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 30, + "IoU": 0.0, + "TN": 350434, + "TP": 0, + "n_pred": 30, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 96, + "IoU": 0.0, + "TN": 350368, + "TP": 0, + "n_pred": 96, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.20928402832415421, + "FN": 1037, + "FP": 66298, + "IoU": 0.11687170474516696, + "TN": 274218, + "TP": 8911, + "n_pred": 75209, + "n_ref": 9948 + }, + "7": { + "Dice": 0.8386550394096931, + "FN": 11727, + "FP": 7515, + "IoU": 0.7221411965170178, + "TN": 281213, + "TP": 50009, + "n_pred": 57524, + "n_ref": 61736 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0172.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0172.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 139, + "IoU": 0.0, + "TN": 175093, + "TP": 0, + "n_pred": 139, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 51, + "IoU": 0.0, + "TN": 175181, + "TP": 0, + "n_pred": 51, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 83, + "IoU": 0.0, + "TN": 175149, + "TP": 0, + "n_pred": 83, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0186.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0186.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": 0.6727272727272727, + "FN": 1236, + "FP": 312, + "IoU": 0.5068493150684932, + "TN": 172093, + "TP": 1591, + "n_pred": 1903, + "n_ref": 2827 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.449447400736799, + "FN": 1345, + "FP": 0, + "IoU": 0.2898627243928194, + "TN": 173338, + "TP": 549, + "n_pred": 549, + "n_ref": 1894 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9465601002977589, + "FN": 206, + "FP": 135, + "IoU": 0.8985421005653079, + "TN": 171871, + "TP": 3020, + "n_pred": 3155, + "n_ref": 3226 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.972307994610375, + "FN": 1271, + "FP": 2675, + "IoU": 0.9461083568921484, + "TN": 102011, + "TP": 69275, + "n_pred": 71950, + "n_ref": 70546 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 34, + "IoU": 0.0, + "TN": 175198, + "TP": 0, + "n_pred": 34, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9350184956843404, + "FN": 2259, + "FP": 903, + "IoU": 0.8779668866504573, + "TN": 149321, + "TP": 22749, + "n_pred": 23652, + "n_ref": 25008 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0188.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0188.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": 0.0, + "FN": 1685, + "FP": 0, + "IoU": 0.0, + "TN": 348779, + "TP": 0, + "n_pred": 0, + "n_ref": 1685 + }, + "10": { + "Dice": 0.7462815884476535, + "FN": 5390, + "FP": 1638, + "IoU": 0.5952545496429394, + "TN": 333100, + "TP": 10336, + "n_pred": 11974, + "n_ref": 15726 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.3090507726269316, + "FN": 327, + "FP": 299, + "IoU": 0.18276762402088773, + "TN": 349698, + "TP": 140, + "n_pred": 439, + "n_ref": 467 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 32730, + "FP": 587, + "IoU": 0.0, + "TN": 317147, + "TP": 0, + "n_pred": 587, + "n_ref": 32730 + }, + "15": { + "Dice": 0.0, + "FN": 0, + "FP": 2, + "IoU": 0.0, + "TN": 350462, + "TP": 0, + "n_pred": 2, + "n_ref": 0 + }, + "2": { + "Dice": 0.0, + "FN": 0, + "FP": 19972, + "IoU": 0.0, + "TN": 330492, + "TP": 0, + "n_pred": 19972, + "n_ref": 0 + }, + "3": { + "Dice": 0.14817316134260822, + "FN": 25097, + "FP": 129, + "IoU": 0.0800145878920496, + "TN": 323044, + "TP": 2194, + "n_pred": 2323, + "n_ref": 27291 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.0, + "FN": 0, + "FP": 3051, + "IoU": 0.0, + "TN": 347413, + "TP": 0, + "n_pred": 3051, + "n_ref": 0 + }, + "7": { + "Dice": 0.0, + "FN": 0, + "FP": 751, + "IoU": 0.0, + "TN": 349713, + "TP": 0, + "n_pred": 751, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0192.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0192.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.034441255439311175, + "FN": 10429, + "FP": 0, + "IoU": 0.017522373999057938, + "TN": 164617, + "TP": 186, + "n_pred": 186, + "n_ref": 10615 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.3789122932286088, + "FN": 2395, + "FP": 2824, + "IoU": 0.23373953898106006, + "TN": 168421, + "TP": 1592, + "n_pred": 4416, + "n_ref": 3987 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9366710494402389, + "FN": 579, + "FP": 4382, + "IoU": 0.8808854954500708, + "TN": 133583, + "TP": 36688, + "n_pred": 41070, + "n_ref": 37267 + }, + "7": { + "Dice": 0.8960817717206133, + "FN": 4619, + "FP": 1725, + "IoU": 0.8117283950617284, + "TN": 141536, + "TP": 27352, + "n_pred": 29077, + "n_ref": 31971 + }, + "8": { + "Dice": 0.8203906622201048, + "FN": 134, + "FP": 620, + "IoU": 0.6954765751211631, + "TN": 172756, + "TP": 1722, + "n_pred": 2342, + "n_ref": 1856 + }, + "9": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 175221, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0245.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0245.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.8922902494331065, + "FN": 166, + "FP": 24, + "IoU": 0.8055271238485159, + "TN": 349487, + "TP": 787, + "n_pred": 811, + "n_ref": 953 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": 0.0, + "FN": 10783, + "FP": 7790, + "IoU": 0.0, + "TN": 331891, + "TP": 0, + "n_pred": 7790, + "n_ref": 10783 + }, + "15": { + "Dice": 0.8531546458263075, + "FN": 8671, + "FP": 1344, + "IoU": 0.7439142886365961, + "TN": 311356, + "TP": 29093, + "n_pred": 30437, + "n_ref": 37764 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "7": { + "Dice": 0.07923088559087013, + "FN": 164201, + "FP": 148, + "IoU": 0.041249562478123905, + "TN": 179044, + "TP": 7071, + "n_pred": 7219, + "n_ref": 171272 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0272.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0272.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": 0.9619181113980081, + "FN": 5569, + "FP": 2174, + "IoU": 0.9266302802888169, + "TN": 244930, + "TP": 97791, + "n_pred": 99965, + "n_ref": 103360 + }, + "4": { + "Dice": 0.9051034860876319, + "FN": 865, + "FP": 1212, + "IoU": 0.8266566516441328, + "TN": 338482, + "TP": 9905, + "n_pred": 11117, + "n_ref": 10770 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.9920721670695952, + "FN": 649, + "FP": 1817, + "IoU": 0.9842690465102928, + "TN": 193703, + "TP": 154295, + "n_pred": 156112, + "n_ref": 154944 + }, + "7": { + "Dice": 0.34146341463414637, + "FN": 0, + "FP": 54, + "IoU": 0.20588235294117646, + "TN": 350396, + "TP": 14, + "n_pred": 68, + "n_ref": 14 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0282.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0282.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.8786826014452473, + "FN": 1651, + "FP": 95, + "IoU": 0.7836163093320114, + "TN": 167163, + "TP": 6323, + "n_pred": 6418, + "n_ref": 7974 + }, + "6": { + "Dice": 0.9586234411397536, + "FN": 829, + "FP": 2386, + "IoU": 0.920534875673538, + "TN": 134774, + "TP": 37243, + "n_pred": 39629, + "n_ref": 38072 + }, + "7": { + "Dice": 0.8958234830575256, + "FN": 1858, + "FP": 786, + "IoU": 0.8113045960605195, + "TN": 161220, + "TP": 11368, + "n_pred": 12154, + "n_ref": 13226 + }, + "8": { + "Dice": 0.972657981033413, + "FN": 613, + "FP": 621, + "IoU": 0.9467713410688867, + "TN": 152049, + "TP": 21949, + "n_pred": 22570, + "n_ref": 22562 + }, + "9": { + "Dice": 0.8602739726027397, + "FN": 798, + "FP": 171, + "IoU": 0.7548076923076923, + "TN": 171280, + "TP": 2983, + "n_pred": 3154, + "n_ref": 3781 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0332.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0332.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": 0.7920152259549418, + "FN": 3546, + "FP": 1153, + "IoU": 0.6556500073281548, + "TN": 336818, + "TP": 8947, + "n_pred": 10100, + "n_ref": 12493 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": 0.0, + "FN": 0, + "FP": 11, + "IoU": 0.0, + "TN": 350453, + "TP": 0, + "n_pred": 11, + "n_ref": 0 + }, + "13": { + "Dice": 0.43033484676503975, + "FN": 23830, + "FP": 260, + "IoU": 0.27415710024405676, + "TN": 317275, + "TP": 9099, + "n_pred": 9359, + "n_ref": 32929 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.8440913604766633, + "FN": 426, + "FP": 516, + "IoU": 0.7302405498281787, + "TN": 346972, + "TP": 2550, + "n_pred": 3066, + "n_ref": 2976 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 641, + "FP": 151, + "IoU": 0.0, + "TN": 349672, + "TP": 0, + "n_pred": 151, + "n_ref": 641 + }, + "5": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "6": { + "Dice": 0.6315645458090202, + "FN": 1346, + "FP": 106372, + "IoU": 0.46152308015316784, + "TN": 150422, + "TP": 92324, + "n_pred": 198696, + "n_ref": 93670 + }, + "7": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "8": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "9": { + "Dice": 0.9451149182772105, + "FN": 1791, + "FP": 160, + "IoU": 0.8959411168595658, + "TN": 331715, + "TP": 16798, + "n_pred": 16958, + "n_ref": 18589 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0349.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0349.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": 0.0, + "FN": 1234, + "FP": 87, + "IoU": 0.0, + "TN": 349143, + "TP": 0, + "n_pred": 87, + "n_ref": 1234 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 350464, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": 0.9571846791900464, + "FN": 612, + "FP": 90, + "IoU": 0.917885132764066, + "TN": 341915, + "TP": 7847, + "n_pred": 7937, + "n_ref": 8459 + }, + "3": { + "Dice": 0.0, + "FN": 0, + "FP": 154, + "IoU": 0.0, + "TN": 350310, + "TP": 0, + "n_pred": 154, + "n_ref": 0 + }, + "4": { + "Dice": 0.0, + "FN": 0, + "FP": 1681, + "IoU": 0.0, + "TN": 348783, + "TP": 0, + "n_pred": 1681, + "n_ref": 0 + }, + "5": { + "Dice": 0.8262596370999143, + "FN": 1753, + "FP": 478, + "IoU": 0.7039543524416136, + "TN": 342928, + "TP": 5305, + "n_pred": 5783, + "n_ref": 7058 + }, + "6": { + "Dice": 0.9676934201012292, + "FN": 3908, + "FP": 1677, + "IoU": 0.9374089431805447, + "TN": 261234, + "TP": 83645, + "n_pred": 85322, + "n_ref": 87553 + }, + "7": { + "Dice": 0.6244415764916112, + "FN": 600, + "FP": 3183, + "IoU": 0.45395496535796764, + "TN": 343536, + "TP": 3145, + "n_pred": 6328, + "n_ref": 3745 + }, + "8": { + "Dice": 0.9683585716956441, + "FN": 634, + "FP": 720, + "IoU": 0.9386580890680922, + "TN": 328391, + "TP": 20719, + "n_pred": 21439, + "n_ref": 21353 + }, + "9": { + "Dice": 0.8882119449829226, + "FN": 325, + "FP": 3308, + "IoU": 0.7989040185984723, + "TN": 332398, + "TP": 14433, + "n_pred": 17741, + "n_ref": 14758 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0371.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0371.nii.gz" + }, + { + "metrics": { + "1": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "10": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "11": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "12": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "13": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "14": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "15": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "2": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "3": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "4": { + "Dice": NaN, + "FN": 0, + "FP": 0, + "IoU": NaN, + "TN": 175232, + "TP": 0, + "n_pred": 0, + "n_ref": 0 + }, + "5": { + "Dice": 0.9142936906756002, + "FN": 437, + "FP": 791, + "IoU": 0.8421187966058112, + "TN": 167454, + "TP": 6550, + "n_pred": 7341, + "n_ref": 6987 + }, + "6": { + "Dice": 0.9543123811718615, + "FN": 2393, + "FP": 1572, + "IoU": 0.9126170798898071, + "TN": 129857, + "TP": 41410, + "n_pred": 42982, + "n_ref": 43803 + }, + "7": { + "Dice": 0.9497331992885314, + "FN": 671, + "FP": 629, + "IoU": 0.9042780354907591, + "TN": 161651, + "TP": 12281, + "n_pred": 12910, + "n_ref": 12952 + }, + "8": { + "Dice": 0.9630960785572171, + "FN": 125, + "FP": 450, + "IoU": 0.9288190146075761, + "TN": 167154, + "TP": 7503, + "n_pred": 7953, + "n_ref": 7628 + }, + "9": { + "Dice": 0.6235257603972688, + "FN": 1688, + "FP": 738, + "IoU": 0.4529875986471251, + "TN": 170797, + "TP": 2009, + "n_pred": 2747, + "n_ref": 3697 + } + }, + "prediction_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_results/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/nnActiveTrainer_500epochs__nnUNetPlans__3d_fullres/fold_4/validation/amos_0391.nii.gz", + "reference_file": "/scratch/slurm_tmpdir/job_3013544/nnActive_data/Dataset216_AMOS2022_task1/nnUNet_preprocessed/Dataset622_AMOS2022_task1__tr-nnActiveTrainer_500epochs__patch-32_74_74__sb-random-label2-all-classes__sbs-40__qs-40__unc-random-label__seed-12347/gt_segmentations/amos_0391.nii.gz" + } + ] + }, + "mean": { + "foreground_mean": { + "Dice": 0.5889245652599148, + "FN": 1039.098115942029, + "FP": 715.943115942029, + "IoU": 0.509126381516238, + "TN": 290544.12888888887, + "TP": 4896.841473429951, + "n_pred": 5612.7845893719805, + "n_ref": 5935.93958937198 + }, + "mean": { + "1": { + "Dice": 0.6763558441732133, + "FN": 425.3760869565218, + "FP": 231.67210144927535, + "IoU": 0.6323170270516978, + "TN": 291903.3014492754, + "TP": 4635.661956521739, + "n_pred": 4867.334057971015, + "n_ref": 5061.038043478261 + }, + "10": { + "Dice": 0.5722676880036033, + "FN": 1261.9409420289855, + "FP": 770.6815217391304, + "IoU": 0.4650297780358579, + "TN": 291744.39492753625, + "TP": 3418.994202898551, + "n_pred": 4189.675724637681, + "n_ref": 4680.935144927536 + }, + "11": { + "Dice": 0.5665954172630214, + "FN": 124.78913043478262, + "FP": 83.45434782608696, + "IoU": 0.43499374132102303, + "TN": 296783.14384057967, + "TP": 204.6242753623188, + "n_pred": 288.0786231884058, + "n_ref": 329.41340579710146 + }, + "12": { + "Dice": 0.502261319430408, + "FN": 275.1416666666667, + "FP": 88.8713768115942, + "IoU": 0.38569882280653267, + "TN": 296487.77282608696, + "TP": 344.2257246376812, + "n_pred": 433.0971014492754, + "n_ref": 619.3673913043478 + }, + "13": { + "Dice": 0.3805232113542162, + "FN": 1526.790579710145, + "FP": 641.672463768116, + "IoU": 0.28119550086173517, + "TN": 293705.818115942, + "TP": 1321.7304347826089, + "n_pred": 1963.4028985507243, + "n_ref": 2848.5210144927537 + }, + "14": { + "Dice": 0.5860286979036632, + "FN": 2027.7615942028983, + "FP": 836.1478260869566, + "IoU": 0.519615906194576, + "TN": 289741.2195652174, + "TP": 4590.882608695652, + "n_pred": 5427.030434782609, + "n_ref": 6618.64420289855 + }, + "15": { + "Dice": 0.516987261976514, + "FN": 943.691304347826, + "FP": 518.8688405797102, + "IoU": 0.43160834711439733, + "TN": 293746.12934782606, + "TP": 1987.3221014492751, + "n_pred": 2506.1909420289853, + "n_ref": 2931.0134057971018 + }, + "2": { + "Dice": 0.6668224226542414, + "FN": 923.9597826086958, + "FP": 856.0594202898552, + "IoU": 0.6138191641973418, + "TN": 290074.06340579706, + "TP": 5341.928985507247, + "n_pred": 6197.988405797101, + "n_ref": 6265.888768115942 + }, + "3": { + "Dice": 0.7156218084986039, + "FN": 1055.3380434782607, + "FP": 874.5463768115942, + "IoU": 0.6683457878525995, + "TN": 289375.9105072463, + "TP": 5890.216666666667, + "n_pred": 6764.76304347826, + "n_ref": 6945.554710144928 + }, + "4": { + "Dice": 0.4103120919691648, + "FN": 529.2724637681159, + "FP": 393.4804347826087, + "IoU": 0.34290604489899723, + "TN": 295042.4913043478, + "TP": 1230.7673913043477, + "n_pred": 1624.2478260869564, + "n_ref": 1760.039855072464 + }, + "5": { + "Dice": 0.45366226793985015, + "FN": 426.0514492753624, + "FP": 119.25144927536232, + "IoU": 0.35942829444571056, + "TN": 296134.07065217395, + "TP": 516.6380434782609, + "n_pred": 635.8894927536232, + "n_ref": 942.6894927536232 + }, + "6": { + "Dice": 0.7306710471081536, + "FN": 1499.2923913043478, + "FP": 3379.066666666667, + "IoU": 0.6793642417211663, + "TN": 262922.3818840579, + "TP": 29395.270652173913, + "n_pred": 32774.33731884058, + "n_ref": 30894.563043478258 + }, + "7": { + "Dice": 0.5507593442555901, + "FN": 3336.61268115942, + "FP": 893.456884057971, + "IoU": 0.4757582605113891, + "TN": 286530.07065217395, + "TP": 6435.871376811594, + "n_pred": 7329.3282608695645, + "n_ref": 9772.484057971014 + }, + "8": { + "Dice": 0.8467697240722591, + "FN": 707.2811594202898, + "FP": 657.5945652173913, + "IoU": 0.7837947576113684, + "TN": 290402.93043478264, + "TP": 5428.205434782609, + "n_pred": 6085.8, + "n_ref": 6135.486594202898 + }, + "9": { + "Dice": 0.6582303322962199, + "FN": 523.1724637681159, + "FP": 394.32246376811594, + "IoU": 0.5630200481191772, + "TN": 293568.23442028987, + "TP": 2710.282246376812, + "n_pred": 3104.604710144928, + "n_ref": 3233.454710144928 + } + } + } +} \ No newline at end of file